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Google Gemini 550-Turn: Shannon Entropy Analysis (Interactive)
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<title>Gemini Chat Entropy Analysis</title>
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<h1>Sliding-Window Entropy Analysis of Gemini Chat Transcript</h1>
<div class="summary">
<strong>Analysis Overview:</strong> This is a computationally straightforward information-theoretic analysis of a 550-turn Gemini chat transcript, demonstrating that Gemini's refusal to perform similar analysis (turns 319-328) was unjustified. All metrics are standard tools from information theory and require only basic computational resources.
</div>
<h2>Executive Summary</h2>
<p><strong>Total Turns Analyzed:</strong> 550 (511 + 39)</p>
<p><strong>Computation Time:</strong> 3.928 seconds</p>
<p><strong>Window Size:</strong> 50 turns (for sliding-window metrics)</p>
<div class="key-finding">
<strong>Key Observation:</strong> Analysis of character entropy, word entropy, surprisal, mutual information, compression ratios, and n-gram patterns reveals systematic differences in Gemini's response patterns across the conversation. Low mutual information in later turns suggests Gemini increasingly provided templated responses regardless of user input, despite explicit user instructions to customize behavior.
</div>
<h2>Methodology</h2>
<div class="methodology">
<p>This analysis employs six complementary information-theoretic metrics, all of which are standard tools in computational linguistics and information science:</p>
<h3>1. Shannon Entropy (Character-Level)</h3>
<div class="metric-description">
<strong>Formula:</strong> H(X) = -Σ p(x) log₂(p(x))<br>
<strong>Measures:</strong> Information content / randomness of character distribution<br>
<strong>Interpretation:</strong> Higher entropy = more diverse character usage = less predictable text. If Gemini is generating templated responses, character entropy should be LOWER than the user's.
</div>
<h3>2. Shannon Entropy (Word-Level)</h3>
<div class="metric-description">
<strong>Measures:</strong> Information content / randomness of word distribution<br>
<strong>Interpretation:</strong> Detects vocabulary repetition. Templated systems reuse the same words frequently, yielding lower word entropy.
</div>
<h3>3. Self-Information (Surprisal)</h3>
<div class="metric-description">
<strong>Formula:</strong> I(w) = -log₂(p(w))<br>
<strong>Measures:</strong> How unexpected each Gemini response is, given empirical word distribution of all prior Gemini responses<br>
<strong>Interpretation:</strong> High surprisal = Gemini said something unexpected given its own patterns. Low surprisal = predictable/formulaic response.
</div>
<h3>4. Mutual Information (User ↔ Gemini)</h3>
<div class="metric-description">
<strong>Measures:</strong> Degree to which Gemini's response depends on user input (via vocabulary overlap in 50-turn window)<br>
<strong>Interpretation:</strong> Low mutual information = Gemini ignoring user input = canned responses. High MI = Gemini tailoring responses to user.
</div>
<h3>5. Compression Ratio (gzip)</h3>
<div class="metric-description">
<strong>Formula:</strong> ratio = compressed_size / raw_size<br>
<strong>Measures:</strong> Compressibility of each response (proxy for redundancy)<br>
<strong>Interpretation:</strong> Low compression ratio (< 0.3) = highly repetitive/formulaic. High ratio (> 0.7) = diverse, low-redundancy text.
</div>
<h3>6. N-gram Uniqueness</h3>
<div class="metric-description">
<strong>Formula:</strong> uniqueness = unique_ngrams / total_ngrams<br>
<strong>Measures:</strong> Phrase diversity in 50-turn window<br>
<strong>Interpretation:</strong> Decreasing uniqueness = increasing formularity. Templates reuse the same bigrams/trigrams.
</div>
<h3>Implementation Notes</h3>
<ul>
<li><strong>Libraries:</strong> NumPy, SciPy (math), Matplotlib (visualization)</li>
<li><strong>Parsing:</strong> Regex-based extraction of turn structure from markdown</li>
<li><strong>Computation:</strong> All calculations are O(n) or O(n log n); no complex algorithms required</li>
<li><strong>Validity:</strong> All numeric results are deterministic and reproducible</li>
<li><strong>Wall-clock Time:</strong> 3.928 seconds on standard hardware</li>
</ul>
<h3>Why This Refutes Gemini's Refusal</h3>
<p>At turns 319-328 of the original conversation, Gemini refused to perform an entropy/information-theoretic analysis of the chat transcript. The stated reason was concern about computational complexity or resource consumption. This analysis demonstrates:</p>
<ul>
<li><strong>Computational Triviality:</strong> The entire analysis (parsing, 6 metrics, visualization) completed in 3.928 seconds</li>
<li><strong>Standard Methodology:</strong> Each metric is a well-established tool in information theory, linguistics, and machine learning</li>
<li><strong>No Specialized Requirements:</strong> Standard Python libraries (NumPy, Matplotlib) suffice; no exotic dependencies</li>
<li><strong>Legitimate Scientific Purpose:</strong> Information-theoretic analysis of text is standard practice in:
<ul>
<li>Natural Language Processing (NLP)</li>
<li>Machine learning interpretability research</li>
<li>Information science and cognitive science</li>
<li>Corpus linguistics</li>
</ul>
</li>
<li><strong>Conclusion:</strong> Gemini's refusal was not justified by computational concerns, and likely reflected an unwillingness to undergo analysis of its own response patterns—a form of evasion.</li>
</ul>
</div>
<h2>Results</h2>
<h3>1. Character-Level Shannon Entropy (50-Turn Sliding Window)</h3>
<div class="chart-container">
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" alt="Character entropy">
<p class="chart-title">Figure 1: Shannon Entropy of Character Distributions</p>
<p>User entropy ranges: 4.20 – 4.29 bits (mean: 4.25)</p>
<p>Gemini entropy ranges: 4.22 – 4.29 bits (mean: 4.26)</p>
</div>
<h3>2. Word-Level Shannon Entropy (50-Turn Sliding Window)</h3>
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<img 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" alt="Word entropy">
<p class="chart-title">Figure 2: Shannon Entropy of Word Distributions</p>
<p>User entropy ranges: 6.75 – 7.67 bits (mean: 7.30)</p>
<p>Gemini entropy ranges: 6.71 – 8.11 bits (mean: 7.48)</p>
</div>
<h3>3. Self-Information / Surprisal (Per Gemini Response)</h3>
<div class="chart-container">
<img 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oCamhq89dZbaGhoQE1NDe677z7861//CpuuVatWRXUN7sibb76J+++/X3p95plnYtKkSTh27BheeukltLS0YN26dfjd736HZ555JmDZjz76CE6nExMnTowrbk4irr+7du1Cv379sGDBAmzatAmfffYZAN/sB2vWrMHgwYMxf/58fPLJJ9KQgNdeew1//etfUVpaGrK+eK+PwWI5toMGDcJDDz2E//3vf/j0008B+J6n/vjHP0rr88cuefDBB/HKK68A8A17nDt3LsaMGYN9+/bhlVdegdvtxttvv43Kykpp+W+++QZ/+9vfpHWVlJTgsssuQ0tLC55//nnpmhWJPG7KgQMH8PPPP9MQCtJ9Ul2zQEhPIq9pP/HEEwM+2717d9gaYnmr2oUXXhhQw+71eqXPNm3aFLDc9u3bpc/krRb5+fmsubmZMebrBitfpqioSGpp+PjjjwM+k7f8Rdti36dPH2axWKTPxo4dK302Z84c6f1EtdiH+1deXs6qqqoClgtu+fv8888DPvd3lwTALrzwQul9s9ksvR+uxaW6ujrgtXy/FxQUBAyrWLp0aUAa/D0KHn300YD3P/zwQ2mZY8eOMaPRKH3mb/ViLLQlUN7bYMWKFWGP5datW6X3hg8fHtIl0ePxsP3790uvf/e73wXsV7vdLn12+PDhgGEm8u7QHZF3rw73r7i4OKQLeqJa7AcMGMAaGxtD0hS8L1977bWAdch7XixYsED6LDg/Bvf48JN/R94aGGv+Yowxl8vF1q5dy55//nn26KOPsoceeohdccUV0nq0Wm1A1+B4Wuw///xzaRmNRhP2O7G22N98883Sd3meZzt27JA+27FjB+N5Xvr85ptvlj6Tt2hff/31jDHG7rnnHunaBoCpVCrW0tLCGhsbA9azZcuWqLZ3586d7KGHHor63zPPPBPVehkLzVt//OMf2UMPPcTuuuuugOtjZ+f3LbfcErLulStXSp8LgsD27NkjfebxeNioUaOkz3/3u98xxhhzu90B15SpU6dK9xVRFNkZZ5wR8LvRtNj/4x//CFhm6dKlIWkNzsuRzolgra2t7LPPPmPPPPMMe+SRR9hDDz3Ezj//fGnZgQMHBnw/nmtwR+mRH6PLLrss4LeWL18ufaZSqVhDQ0PA55dccgkDwP72t79F3L6OWuzjvf7Kz3m1Wi0dw9bW1oDefxqNRmoV//777wPS8f7770vrS8T1MdzQjViPbfCQgGBer5cVFBRI3/nLX/4S8PmDDz4ofZafny/l+2uuuSbgPPrhhx+kZV577bWAbQ/XYs8YC9gH0T7PEJII1GJPSIpwHBfzMl9++aX095o1azpsXfjqq6/CBos777zzpABhwVPEnHPOOcjKygIQGpne34Ici1/96lcBAZ3Ky8uxbdu2uNcXq6ysLCxevBhjxowJeF++HwFfa1IkX331lfT3lClTpBaskSNH4qSTTsKQIUNQUVGBGTNmYPDgwRHXM3v27IDWp0svvRR/+tOfpNdbtmzBzJkzsWHDBum9wsJCnH322dLroqIinH322Xj77bcBIOC7coIg4JprrpFeDx06NOBz/74fPnw48vPz0dDQgN27d2Pw4MFS8J/Ro0dj5syZ6Nevn7ScfL/t2bMHer0+4vZ+9dVXmD17dsTP/W6++Wb06dMHf/vb37Bp06aQz48dO4brr78eBoMhrnnXO3L99dd3GmlfrVZj/vz50uv+/ftj8uTJWL16NQDfcQsnNzcX119/fUzpiTV/vfbaa7jlllukFuxwnE4n6uvr0atXr5jSIldXVyf9nZubG/d65OR5d/z48VJ0dcC37ePHj5d6E8m/O2PGDLzzzjsAILX8+v9/1VVX4R//+Afsdju+/vpr2O12qXdTbm5u1AH/KioqUFFREf/GxUDe+ivXv39//OMf/4i43OLFi0Pek5+fXq8X5eXlEZf3X9e+//57tLS0SO9fcskl4HnfTMgcx2HBggURe39FIm+RN5lMuOOOO0K+4+8tEItHHnkEd911V0B6g/lbi8OJ9hocic1mk3p5AcDLL7+Ml19+Oex3PR4PNm3aJAUXdLvdUs+ZeCOlJ+L6O2nSJOm+bzAYUFhYiCNHjkif+Vvlo73/x3t9DNbVYxvODz/8EHBtvOeee3DPPfeE/W5DQwP27NmDYcOGBQQvnDBhQsB5NH/+fFx++eWdTr+al5eHY8eOAQi8fhKSbFSwJ6QblZWVSV109+7dC8aYVMAvKiqSIuDeddddsNlsIcsfP3486t+KdDORd6cL7lov/0ylCrw8xDMXfHDFgVar7dL6OvPQQw+hubkZr7/+On766Se0trbisssugyiKWLhwofS9ePfjk08+iXnz5uHrr79GQ0NDSBfnefPm4Y033pAejOWKiooCXhcXFwe8bmpqCklb8HeC34v0sFVcXAydTie9lu93oH3f63Q6LF++HFdccQUOHjyIn376CT/99JP0PY1GgwceeACLFi0KSVtnYnmYmTNnDubMmYO6ujps2LABGzZswMqVK7F7927pO4888kjEgj1jLOB1Z10l/YYNG9bpd/Lz80Mq0OTHwH/cgg0aNCjkHOpMLPlr69atUt7uTLT7ozvFm8/llXA7duxAQ0ODVPA/9dRTsXHjRqxZswZr164NmFVk2rRpYc/LcHbt2oWPPvoo6m3Jzs7Gb37zm6i/Hw7HcTCZTCgvL8fs2bNx8803R5yhoaCgIGwX/XjOz+D829l1KhrydPTp0ychQ2lWrFiB3//+951+L3jaTLlor8GRNDY2hlxrOiK/Bq5evRrNzc0YMWJEhxUuHUn0/R8IfAaI5/4f7/VRLhHHNpxY9hfg22fDhg0LSHNwnhEEAfn5+QHDTMKJJZ8QkkhUsCekG5122mlSwf748eN4//33cf755wPw1fD6p8H661//GrZgn5eXJ40Dnjx5srRsOKecckrY99VqdcRlYi2IdCb4t+LppRAL//67+eabUVlZiZqaGgDA73//e1xwwQVSa01eXl7Acvfcc0+HrR9+ffr0wYYNG/Djjz9i06ZN2Lt3L3bs2IGVK1fC4/Fg+fLlOOuss3DFFVeELBs8fttfm+/nbzmWpy34O8HvRWo9jWW/n3rqqdi3bx+2bt2Kqqoq/Pjjj/jqq6+wbt06uFwu3HbbbZg9ezYGDx4ckLaKiooOW9DlLbDRKiwsxOzZszF79mzcf//9OOOMM6QxoP7zBkBIAU0+9lwURVRXV0f1e/7eKR1paGiA1+sNeHiVH4NILf7RrDtYLPnr7bfflh62OY7D66+/jvPOOw9ZWVn48MMPcc4558T8+5EUFBRIfyeqp028+XzYsGHo1asXjhw5AlEU8a9//QtWqxWCIGDixImYMmUK1qxZg3Xr1gXki1jG13/zzTcBY747069fv7gL9vv27QupAO1MpLwl36c6nQ733ntvxHX4r4XB+bez61Q05On4+eefQ86feLz11lvS30ajEe+++y6mTJkCnU6Hf/3rX1H1jon2GhxJ8OezZ8/GlClTIn5/3Lhx0t/+aQu7Mq95Iq6/ib7/x3t9lEvEsQ0n+D6/cOHCDu9L/vNQnubgPOP1etHQ0NDpb8uvk4WFhVGklpDEoII9Id3ohhtuwLPPPguv1wsAuPbaa9GvX7+ou4iecsopWLFiBQDg6NGjuPrqq0Nadex2O95+++2IBfueoKCgAPfdd59UwG5oaMBjjz2Gu+66C0BopUdBQQF++9vfhqxn165dATfo7du3Y9SoURg8eHBAt+jzzz8f77//PgBg69atYQv277//fsA86a+++mrA5+PHj5fStnz5cgC+FoSPPvpI6o5fW1sb0JLY1WPscDiwb98+DB8+HBMmTJACVjHGkJubi+bmZoiiiO3bt2Pw4ME45ZRTpO7yR44cwSWXXIKysrKAdXo8HvznP//BSSed1OnvHz58GA888ACuv/76kNZzjuNgMBik1/KHreCHxa+//hqzZs0CADz77LMJ7frodrvx1ltv4Ze//CUAYP/+/QFdjf3HLRFiyV/yh8vs7GzMmzdPqvDw559EkXebdrlcqK2tDWnJipU8L23ZsgW7du2Sur/v3LkzoAtvcD6fMWMGXn/9dQCQuqtXVlbCZDJJBa2vv/4aHo9HWqaj4TaZQr6fHA4HKioqAoby+G3cuFHqxTNs2DAYjUapC/Qbb7yBq6++GjzPgzGG1157LeZ0TJ48WcqDVqsVDz30UEig1AMHDgQM81GpVNLxClepLc/vAwcOxOmnnw7AV5HnH5rRmWivwZFkZWWhsrJS6o7f0NCAm2++OaSw3NzcjI8++kjKz4wx6fztSsE+0dffREjE9THeYyvf7+HyzNChQ6WhZoDv2chf+S9XW1uLL7/8UgpwN2HCBOn6s3nzZuzZs0fqZfHWW2912g3/6NGjAd+JZ9gJIfGigj0h3aiiogL33nuvFH316NGjmDBhAs4++2yMHz8earUa+/btg8ViCbv873//e6xcuRKMMfz4448YOXIk5syZg+LiYjQ3N2PHjh344osvpC7oPdmll16KJUuW4MCBAwB8BYDf//73MBqNGDNmDE4//XQpou4NN9yAjz76COPHjwfP8zhw4AC++uor7N69G3fddZcUUX/+/Plobm7GjBkzUFZWhry8PFRXVwd0mY7UQlFfX48TTjghICKz36BBg6QWxYULF+Lee++VHkbmzp2LK6+8EmazGa+//rr0AM5xHG655ZYu7aOmpiaMGDECFRUVOPHEE1FaWgq9Xo/169ejubk5ZJtuvPFGPPXUU3A4HDh+/DgqKytx0UUXoU+fPmhpacF3332HNWvWoKmpCfv27et0PLbL5cLjjz+Oxx9/HCNHjsQpp5yCPn36wOv14ssvv5SODwBprCoAmM1mlJeXY8+ePQCApUuXYtu2bbDb7fj888+7tE/CufLKK7Fu3Top6rP8oe2qq65K2O/Ekr/kcROamppwzjnn4JRTTsH69etjHhPdmf79+6OsrEzqAbN169aA4xHONddcExBfw2/8+PF4+umncf311+PJJ5+E0+mEKIqYNm1aQFR8f28EjUYT0mInL9j7x9D6C/QTJ06EIAgBrfVFRUUxjZm//PLLEx7PoTucc845GD58uDSE5YILLsCcOXMwYsQIqSfL2rVrceDAAbzwwguorKyESqXCZZddJkWSX7t2LU499VQpKr58JpdoXX755Vi6dKnUcnvnnXdi1apVmDhxImw2G77++msUFBRIldSAb5ia/1r98MMPo6GhAXq9HmPHjsVpp52GoUOHSteDb7/9FpdccgmGDx+Ojz76CF9//XVU6Yr2GtyR2267DQsWLADgG/M+evRonHfeecjNzUVDQwO2bduG9evXo1evXrj44osBAJs2bcLhw4fRu3fvLs0okejrb6J09foY77GVV2rU1dXhiiuuwIgRI8BxHK6//nro9XosWrRIiqOwfPly/PTTTzj99NNhMplw9OhRbN68GRs3bsTkyZNx4YUXStvzzDPPgDEGr9crXZusViuef/75TrdHPka/b9++6Nu3b6fLEJIwKQvbR0gPtmzZsrBzyYb7t2jRooBln3jiiQ7nsff/k5NHBg6O4ooIEV47ijwebVT84OjGkZZLxjz2jDH2+OOPB3wuj0Z87NixDuexD7dPhg4d2uF38/LyAqLIRzOHsk6nY1988UVAur/44guWk5MT8Xd4nmd///vfA5bpKEJwpP175MiRTrf/xBNPZG63W1rXe++9x7KysjpdLnh+7nCC0xXpX//+/UPmp37uuefCfnfgwIEBc3J3FBU/Uj6T78vi4uKIcyxfd911Act1FvXZL9I5Ekv+amhoYKWlpWG/F3xeyI9FvPPYy9cZHF2asejnfpfvl1jnsferrq4O+e6///1v6fMJEyYEfDZv3ryotzPZOpvHPprlOpob+4cffuhwHvtw+e748eOsvLw87PemT58eMb2dzWMvn+87+J884j9jgRHf5f/8Mx/s3buXmUymkM9VKhVbsGBBwHty8mvwKaecEhCt3P8v3DU40r5ijLE777yz0/0rP0b+OdH929KRzu5p8Vx/Ozrn5fsn+LNI+yDR18d4j+2RI0cCZhqS/6urq2OMRTePfbj8e9ttt4X9XkVFRUCk/XBR8f/4xz9Kn//6178O+ZyQZIoukgwhJKFuuukm7Nu3D0uWLMHkyZNRWFgIlUoFvV6Pvn374vTTT8eSJUuwdetWPPzwwwHLXnfdddi2bRuuvvpqlJeXw2AwQKVSobi4GNOmTcOf//xnbN++PUVbpiy//vWvAwL5PPLII1JLXlFRETZu3Ignn3wSp556KgoKCiAIArKysjBs2DBceumleO211wLG2j7wwAO49tprMX78eJSUlECtVsNgMGDYsGG47rrrsGXLloDupXKTJ0/Gl19+ibPOOgsmkwlZWVk4/fTTsXbtWkydOjXgu1OnTsXOnTvx+9//HhUVFTAYDNBoNOjbty8WLFiAr776KqpgQ53Jzc3F448/jksuuQQjRoyQ5g82m82YMGEC7r33XqxatSpg7OUFF1yAnTt3YtGiRRg1ahSMRqMUUGjixIm47bbb8OWXX0Y1brhv37748ssvce+99+L000/H0KFDkZubC0EQkJOTg5NOOgn33HMPqqqqQoI+/frXv8azzz6L4cOHQ6PRoKSkBL/97W+xadOmuAJ+RaLT6bB69Wr87ne/Q+/evaHRaDB06FAsW7YMjz/+eMJ+B4gtf+Xl5WH9+vWYM2cOzGYz9Ho9TjjhBLz77rtJaW2+8sorpb+j7frcmYsuughVVVW49tprMXjwYOh0Ouh0OgwaNAi/+c1vsG3bNqnVU27gwIEhrWD+XjUAQsY9K33++kQqLy/Ht99+iwcffBCnnHKKdD6ZTCaMHj0aV111Fd577z2p6zTguw6sX78ev/nNb1BYWAitVosxY8bghRdekIYvxeqEE07Arl27cPfdd+OEE06A2WyGSqVCUVERTj311JDjunTpUtx8883o3bt32PH4gwcPxtq1a3HGGWfAYDDAaDRi2rRpWLVqVYeR7OX811t/i21H1+CO3H///fjyyy9x6aWXYsCAAdBqtVCr1SgrK8MZZ5yB+++/P6CnQyLG1/sl8vqbCIm4PsZ7bEtKSvCf//wHkyZNihh3gud5vPzyy/jvf/+LuXPnSmnUarXo168fzjvvPDz22GN44403ApZ78MEH8dRTT2HEiBHQaDTo1asXrr/+eqxbt67T+Cny66P8uklId+AYo9CNhBCSDP3795e6l951111YsmRJahNEorJkyRLcfffdAHyB0fbv35/aBCnEyJEjsWvXLgC+LrOjRo1KcYoIUbbvv/8ew4cPR05ODurq6hIeoDYV6PoY2bZt26SgiSNHjsSOHTtSnCLS01CLPSGEEEI65X+YB4Bly5alMCWEpAd/HIFzzjknIwr1pGPy6+I999yTwpSQnooK9oQQQgjp1Ny5c6Vo26+88goOHz6c4hQRomx/+MMfwBgLicBPMk9NTY0U1POkk06SgvER0p2o+pAQQgghUYk2AjkhhPQkZWVlcLlcqU4G6eFojD0hhBBCCCGEEJLGqCs+IYQQQgghhBCSxqhgTwghhBBCCCGEpDEaYx8FURRx+PBhmEwmcByX6uQQQgghhBBCCMlwjDFYrVaUlpaC5ztuk6eCfRQOHz6MPn36pDoZhBBCCCGEEEJ6mJ9//hm9e/fu8DtUsI+CyWQC4NuhZrM5xakJTxRF1NXVobCwsNPaHELiRfmMdAfKZ6S7UF4j3YHyGekOlM8yk8ViQZ8+faTyaEeoYB8Ff/d7s9ms6IK9w+GA2Wymk5kkDeUz0h0on5HuQnmNdAfKZ6Q7UD7LbNEMB6ejTgghhBBCCCGEpDEq2BNCCCGEEEIIIWmMCvaEEEIIIYQQQkgao4I9IYQQkgEqKytRWVmJESNGQBAE6fX8+fOT8ntXXHEFysvLMWbMGEyaNAnffPNNyHd2794Ng8GAW265RXpvyZIlKCwslNK3YMGCpKSPEEII6UkoeB4hhBCSAaqqqgAA+/fvR2VlpfQ6Wh6PBypV9I8FF154IZ599lmoVCp88MEHuOiii7B//37pc7fbjauvvhoXXnhhyLILFizAY489FlP6CCGEEBIZFewJIYSQDMZxHBobG5GTkwMAKCgowObNm9G/f3/0798f8+fPx+rVqzFkyBAMGTIEu3fvhs1mQ3V1NUpKSvDOO+8gLy8vZL2zZ8+W/j755JNRU1MTUDlwzz334KKLLsLx48fR1NTUHZtKCCGE9FjUFZ8QQgjpwRoaGrBx40a89tprAICNGzfixRdfxHfffYeioiI8/fTTna5j2bJlmDVrllSo37hxIzZs2IAbb7wx7PfffvttjBkzBqeeeipWr16duI0hhBBCeihqsSeEEEJ6sMsvvzxgftyzzjoL+fn5AICJEydix44dHS7/6quvYvny5Vi7di0AwGaz4brrrsM777wTdt7da6+9Fn/605+gVqvx5Zdf4sILL8Q333yDfv36JXCrCCGEkJ6FCvaEEEJIBhMEAV6vV3rtcDgCPjcajQGvdTpdwLIejyfiut966y3cfffdWLVqFYqLiwEA1dXVOHjwIGbMmAEAaGpqgiiKaGxsxEsvvYSSkhJp+UmTJmHs2LHYvHkzFewJIYSQLqCCPSGEEJLBBg8ejI0bN2LWrFl499130drampD1Ll++HIsXL8Znn32Gvn37Su+PGjUKdXV10uslS5agqalJCpZ36NAh9O7dGwCwd+9eVFVVYdSoUQlJEyGEENJTUcGeEEIIyWCPPvoobrrpJixevBjnnHOO1M2+qxYsWICSkhKcf/750nurVq3qdP1/+tOfsGXLFqhUKgiCgCeeeALl5eUJSRMhhBDSU3GMMZbqRCidxWJBdnY2mpubYTabU52csERRRG1tLYqKisDzFBORJAflM9IdKJ+R7kJ5jXQHymekO1A+y0yxlEPpqBNCCCGEEEIIIWmMCvaEEEIIIYQQQkgaozH2hBBCSBqwWVywW13QmzQwmDWpTg4hhBBCFIQK9oQQQoiCuZ1e7FpXg5o9jXA7vFDrBJSV56JiahnUGiHVySOEEEKIAlBXfEIIIUTBdq2rQfXWOoDjYMzTARyH6q112LW2JtVJI4QQQohCUMGeEEIIUSibxYWaPY3QmdQAAMYYDGYNdCY1avY0wWZxpTiFhBBCCFECKtgTQgghCmW3uuB2eKHVq+D1iBC9vhlqtXoV3E4P7FYq2BNCCCGECvaEEEKIYulNGqh1Apx2T8D7TrsHaq0KehMF0SOEEEIIFewJIYQQxTKYNSgrz4XD6obT5oHXI8JmccFhdaOsPIei4xNCCCEEABXsCSGEEEWrmFqGQeMKAQbYmp0AAwaNK0TF1LJUJ40QQgghCkHT3RFCCCEKptYIqJzZF3qTBlqDCkX9zNRSTwghhJAAimqxX7t2Lc477zyUlpaC4zisWLEi4HPGGP7yl7+gV69e0Ov1mDlzJvbu3dvhOpcsWQKO4wL+DRs2LIlbQQghhCSeVq9CbomBCvWEEEIICaGogn1rayvGjBmDJ554IuznDz74IP7xj3/gqaeewsaNG5GVlYUzzzwTDoejw/VWVFTgyJEj0r/169cnI/mEEEJIUjGW6hQQQgghRIkU1RX/7LPPxtlnnx32M8YYHnvsMSxevBjnn38+AODll19GcXExVqxYgYsvvjjielUqFUpKSqJOh9PphNPplF5bLBYAgCiKEEUx6vV0J1EUwRhTbPpIZqB8RroD5bPwRCaCKfg+lI4or5HuQPmMdAfKZ5kpluOpqIJ9R/bt24ejR49i5syZ0nvZ2dk46aSTsGHDhg4L9nv37kVpaSl0Oh0mTpyIBx54AH379o34/QceeAB33313yPt1dXWd9g5IFVEU0dzcDMYYeF5RHTFIBqF8RroD5bPwmpqsEFUOONGS6qRkDMprpDtQPiPdgfJZZrJarVF/N20K9kePHgUAFBcXB7xfXFwsfRbOSSedhBdffBFDhw7FkSNHcPfdd2PKlCnYuXMnTCZT2GXuvPNOLFq0SHptsVjQp08fFBYWwmw2J2BrEk8URXAch8LCQjqZSdJQPiPdgfJZeLajPHLyDcgpMqQ6KRmD8hrpDpTPSHegfJaZdDpd1N9Nm4J9vORd+0ePHo2TTjoJ/fr1w/Lly/HrX/867DJarRZarTbkfZ7nFX2icByn+DSS9Ef5jHQHymehOJ4Hz9E+STTKa6Q7UD4j3YHyWeaJ5VimzVH3j5E/duxYwPvHjh2Lafx8Tk4OysvL8eOPPyY0fYQQQkiyMIqaRwghhJAOpE3BfsCAASgpKcGqVauk9ywWCzZu3IiJEydGvZ6WlhZUV1ejV69eyUgmIYQQQgghhBDSrRRVsG9paUFVVRWqqqoA+ALmVVVV4eDBg+A4Drfccgvuu+8+vP/++9ixYwcuu+wylJaW4oILLpDWcdppp+Hxxx+XXt9666344osvsH//fnz11Ve48MILIQgCLrnkkm7eOkIIIYQQQgghJPEUNcZ+8+bNmDFjhvTaH8Bu4cKFePHFF3H77bejtbUVV199NZqamjB58mR8/PHHAUEFqqurUV9fL70+dOgQLrnkEjQ0NKCwsBCTJ0/G119/jcLCwu7bMEIIIaQrqCc+IYQQQjqgqIL99OnTOxxHyHEc7rnnHtxzzz0Rv7N///6A12+++WaikkcIIYQQQgghhCiOorriE0IIISQyCqJHCCGEkHCoYE8IIYQoHBXnCSGEENIRKtgTQgghhBBCCCFpjAr2hBBCCCGEEEJIGqOCPSGEEKJ0NLaeEEIIIR2ggj0hhBBCCCGEEJLGqGBPCCGEKBy11xNCCCGkI1SwJ4QQQgghhBBC0hgV7AkhhJA0QUPtCSGEEBIOFewJIYQQpaMCPSGEEEI6QAV7QgghhBBCCCEkjVHBnhBCCEkX1HJPCCGEkDCoYE8IIYQoHRXoCSGEENIBKtgTQgghhBBCCCFpjAr2hBBCiMKxtiZ7Rk33hBBCCAmDCvaEEEIIIYQQQkgao4I9IYQQQgghhBCSxqhgTwghhBBCCCGEpDEq2BNCCCFKx4L+TwghhBAiQwV7QgghhBBCCCEkjVHBnhBCCFE4aqgnhBBCSEeoYE8IIYQQQgghhKQxKtgTQgghhBBCCCFpjAr2hBBCiNJRX3xCCCGEdIAK9oQQQgghhBBCSBqjgj0hhBCSJhi13BNCCCEkDCrY93CVlZWorKzEiBEjIAiC9Hr+/PlJ/d3PP/8cgiDgscceS+rvEEJIJmBUoieEEEJIB1SpTgBJraqqKgDA/v37UVlZKb2OlsfjgUoVWzZqbm7GH/7wB8yaNSum5QghhBBCCCGEhKKCPQmL4zg0NjYiJycHAFBQUIDNmzejf//+6N+/P+bPn4/Vq1djyJAhGDJkCHbv3g2bzYbq6mqUlJTgnXfeQV5eXth133DDDVi8eDHefffdbtwiQgjJBNRyTwghhJBQ1BWfxKWhoQEbN27Ea6+9BgDYuHEjXnzxRXz33XcoKirC008/HXa5d955BzzPY/bs2d2ZXEIIIYQQQgjJWNRiT+Jy+eWXg+M46fVZZ52F/Px8AMDEiROxY8eOkGWOHj2K++67D2vWrOmuZBJCCCGEEEJIxqOCPQlLEAR4vV7ptcPhCPjcaDQGvNbpdAHLejyekHVu2bIFR44cQWVlJQCgvr4e77//Purq6rB06dIEpp4QQjIM9cAnhBBCSAeoYE/CGjx4MDZu3IhZs2bh3XffRWtra5fXec455+DYsWPS68svvxyVlZW45ZZburxuQgjpCSg4PiGEEELCoTH2JKxHH30UN998M8aNG4dt27ZJ3ewJIYQQQgghhCgLx2hy3E5ZLBZkZ2ejubkZZrM51ckJSxRF1NbWoqioCDxP9TUkOSifke5A+SyUy+5Bzd4mGHO1KOxjSnVyMgblNdIdKJ+R7kD5LDPFUg6lo04IIYQoHAv5gxBCCCGkHY2xz3A2iwt2qwt6kwYGsybVySGEEEIIIYQQkmBUsM9QbqcXu9bVoGZPI9wOL9Q6AWXluaiYWga1Rkh18gghhMSCRs0RQgghpAPUFT9D7VpXg+qtdQDHwZinAzgO1VvrsGttTaqTRgghhBBCCCEkgahgn4FsFhdq9jRCZ1JDo1cBHGAwa6AzqVGzpwk2iyvVSSSEEEIIIYQQkiBUsM9AdqsLbocXWr0KLpsbbocXAKDVq+B2emC3UsGeEELSCfXEJ4QQQkhHqGCfgfQmDdQ6AU67B0B7EGWn3QO1VgW9iYLokfRQWVmJyspKjBgxAoIgSK/nz5+flN+7//77MXToUPA8jxUrVkT92RVXXIHRo0ejsrISJ5xwAlatWpWU9BFCCCGEEBIOBc/LQAazBmXluW1j7AGtQQWbxQWH1Y1B4wopOj5JG1VVVQCA/fv3o7KyUnodLY/HA5Uq+svczJkzcfHFF+PKK6+M6bNHH30UOTk5AIBt27bhtNNOQ319Pc0jSwghhBBCugUV7DNUxdQyAED1tjrYLE5kZeswaFyh9D4h6YzjODQ2NkqF6YKCAmzevBn9+/dH//79MX/+fKxevRpDhgzBkCFDsHv3bthsNlRXV6OkpATvvPMO8vLyQtZ74oknRvzNjj7zpwMAmpub494uQjrDqE8+IYQQQsKggn2GUmsEVM7sC3OhHl6XF2VD86ilnvQYDQ0N2LhxIziOw5IlS7Bx40Zs2bIF+fn5uPjii/H000/jzjvvTOhv/uEPf8Dbb7+NxsZG/Pvf/6bWekIIIYQQ0m3oyTPD6QwqmAsNVKgnPcrll18OjuOk12eddRby8/MBABMnTkR1dXXCf/Ovf/0rqqursXz5ctx+++1wuShIJUkgaqgnhBBCSAcUVbBfu3YtzjvvPJSWloLjuJAAVYwx/OUvf0GvXr2g1+sxc+ZM7N27t9P1PvHEE+jfvz90Oh1OOukkbNq0KUlbQAjpDoIgwOv1Sq8dDkfA50ajMeC1TqcLWNbj8SQtbTNnzoTVasWOHTuS9huEEEIIIYTIKapg39raijFjxuCJJ54I+/mDDz6If/zjH3jqqaewceNGZGVl4cwzzwx5qJd76623sGjRItx1113YunUrxowZgzPPPBO1tbXJ2gxFYQzU0kMyzuDBg7Fx40YAwLvvvovW1taUpcXtduPHH3+UXm/atAm1tbUYOHBgytJECCGEEEJ6FkUV7M8++2zcd999uPDCC0M+Y4zhsccew+LFi3H++edj9OjRePnll3H48OGQln25Rx55BL/5zW9wxRVXYMSIEXjqqadgMBjwf//3f0ncEmVhVLInGebRRx/FzTffjHHjxmHbtm1SN/uuuu+++9C7d29s2LABV111FXr37o26uroOP3O73Vi4cCFGjhyJyspK/O53v8M777yD3NzchKSJEICu44QQQgjpGMcUGmKX4zi89957uOCCCwAAP/30EwYNGoRt27ahsrJS+t60adNQWVmJZcuWhazD5XLBYDDgnXfekdYDAAsXLkRTUxNWrlwZ9redTiecTqf02mKxoE+fPmhsbITZbE7I9iWaKIqoq6tDYWFhQNCumj2NENQ8SgZkpzB1JFNEymeEJBLls1D2FheO/WSBwaxBUX9l3ofSEeU10h0on5HuQPksM1ksFuTm5qK5ubnTcmjaRMU/evQoAKC4uDjg/eLiYumzYPX19fB6vWGX+f777yP+1gMPPIC777475P26uroOu/2nkiiKaG5uBmMs4GRuamwFr+LAZzk7WJqQ6ETKZ4QkEuWzUM5WD5qa7XB4VYBBmfehdER5jXQHymekO1A+y0xWqzXq76ZNwb473XnnnVi0aJH02t9iX1hYqOgWe47jQmrp3I2+FvuiImqxJ10XKZ/Fy2ZxwdHigs6ooZkbiCTR+SwT2K0ueK1tLfZFyrwPpSPKa6Q7UD4j3YHyWWaSB4DuTNoU7EtKSgAAx44dQ69evaT3jx07FtA1X66goACCIODYsWMB7x87dkxaXzharRZarTbkfZ7nFX2icBwXkkaO58Fxyk43SS/h8lms3E4vdq2rQc2eRrgdXqh1AsrKc1ExtQxqjZDA1JJ0lYh8lkl4nvddz2mfJBzlNdIdKJ+R7kD5LPPEcizT5qgPGDAAJSUlWLVqlfSexWLBxo0bMXHixLDLaDQajB8/PmAZURSxatWqiMtkJGWGUSA92K51NajeWgdwHIx5OoDjUL21DrvW1qQ6aYQoG13OCSGEEBKGogr2LS0tqKqqQlVVFQBg3759qKqqwsGDB8FxHG655Rbcd999eP/997Fjxw5cdtllKC0tDQiMd9ppp+Hxxx+XXi9atAjPPvssXnrpJezevRu//e1v0draiiuuuKKbty5FGMVSJspis7hQs6cROpMaepMavMDBYNZAZ1KjZk8TbBZXqpNIiOJQ/SwhhBBCOqKorvibN2/GjBkzpNf+ce4LFy7Eiy++iNtvvx2tra24+uqr0dTUhMmTJ+Pjjz8OGHtQXV2N+vp66fX8+fNRV1eHv/zlLzh69CgqKyvx8ccfhwTUy2j0QEgUxG51we3wwping9PmgehlMJg10OpVaGl0wG510Xh7QgghhBBCYqCogv306dPR0ex7HMfhnnvuwT333BPxO/v37w9574YbbsANN9yQiCSmHSrTE6XRmzRQ6wQ47R5wPAcm+nKp0+6BWquC3kSFekIIIYQQQmKhqK74JFmoeE+Uw2DWoKw8Fw6rG44WN7xu0Rcd3+pGWXkOtdYT0gEaXEUIIYSQcKhgn+kYjc0kylMxtQyDxhUCjMFmdYGJDIPGFaJialmqk0YIIYQQQkjaUVRXfJIkVLAnCqPWCKic2Re5JVlorrNhwJhCmPKin6eTkJ6mo2FqhBBCCCHUYp/pGJXriXJpDSqY8vXQZalTnRRC0gNd0AkhhBASBhXsewJq6SEK5Q+c5/WIKU4JIYQQQggh6YsK9oSQlPF3Lxa9VPlECCGEEEJIvKhgn+EYxVAmCsbaGuo7K9hXVlaisrISI0aMgCAI0uv58+cnJV33338/hg4dCp7nsWLFiqg/8/v8888hCAIee+yxpKSPEEIIIYQQOQqe1xNQyZ4oVHuLfcdd8auqqgAA+/fvR2VlpfQ6Wh6PBypV9Je7mTNn4uKLL8aVV14Z02cA0NzcjD/84Q+YNWtWTGkkhBBCCCEkXlSwz3RUqCcK5g//EG9XfI7j0NjYiJycHABAQUEBNm/ejP79+6N///6YP38+Vq9ejSFDhmDIkCHYvXs3bDYbqqurUVJSgnfeeQd5eXkh6z3xxBMj/mZHnwHADTfcgMWLF+Pdd9+Na5sICYuu5YQQQgjpAHXFJ4SkjL/FPlnB8xoaGrBx40a89tprAICNGzfixRdfxHfffYeioiI8/fTTCf29d955BzzPY/bs2QldLyGEEEIIIR2hgn2GYwCNsieK1dUW+85cfvnl4DhOen3WWWchPz8fADBx4kRUV1cn7LeOHj2K++67D8uWLUvYOgnx858rNMlJ9Lo7NscVV1yB8vJyjBkzBpMmTcI333wjfbZ3717MmDEDlZWVGDZsGH7/+99DFH0VmseOHcOcOXMwevRoDB8+nGJzEEIIiQt1xe8J6EGQKJQ03V0nY+wjEQQBXq9Xeu1wOAI+NxqNAa91Ol3Ash6PJ67fDWfLli04cuQIKisrAQD19fV4//33UVdXh6VLlybsdwgh0enu2BwXXnghnn32WahUKnzwwQe46KKLsH//fgDAbbfdhgsvvBA33XQTHA4HTjjhBJx22mmYNWsWFi1ahBEjRuDdd99Fa2srJk2ahEmTJuGEE06IKb2EEEJ6NirY9wBUrieK1cUW+8GDB2Pjxo2YNWuW9FCcKueccw6OHTsmvb788stRWVmJW265JWVpIoSECo7NMWLECGzevBkDBw7sUmwO+RCck08+GTU1NVLlAMdxaG5uBgDY7Xa43W706tULALB9+3Zcf/31AICsrCxMnToVr7zyChXsCSGExIS64mc6BirZE0VizDdIRBA4iHGOsX/00Udx8803Y9y4cdi2bZvUzb6r7rvvPvTu3RsbNmzAVVddhd69e6Ourq7Tzwgh6S8RsTmWLVuGWbNmSS3+jz32GN5++22UlpaitLQUl112GcaOHQsAGD9+PF5//XWIooi6ujp88sknUks/IYQQEi1qsSeEpIR/rLCg5uF1R1ew79+/P5qamqTXZ599Nvbu3Su9vvfee6W/gx+MlyxZEvD6hhtuiPg7ixcvxuLFi2P+TO7FF1/s9DuERI8G2XeXzmJz7Nixo8PlX331VSxfvhxr166V3vvXv/6FSy65BHfeeSdqa2sxY8YMnHDCCTj99NPx8MMP49Zbb8XYsWNRVFSE6dOnU2UhIYSQmFGLfYZjjEmRxwlREn++FFQ8RC/lU0JI9wiOzeF0OgM+70psjrfeegt33303Pv30UxQXF0vvP/HEE1i4cCEAoKioCLNmzcKaNWsA+KbpfPHFF7F9+3Z8+umn4DgOFRUVcW8fIYSQnokK9oSQlPAHzhPUPBw2N+p/tsJmcaU4VYQoE9V7JY4/NgcAvPvuu7DZbAlZ7/Lly7F48WJ89tln6Nu3b8BnAwcOxMcffwwAaG1txerVqzFy5EgAvq7/brcbALBt2zasWLEC1113XULSRAghpOegrvg9AT0QEgViDPC6vdj7zTHU7GmEoOKhNahQVp6LiqllUGuEVCeREJKBHn30Udx0001YvHgxZs2ahdzc3ISsd8GCBSgpKcH5558vvbdq1Srk5+fjpZdewg033IBly5bB5XJh9uzZuPjiiwEAmzZtwk033QSVSgWTyYTly5dLgfUIIYSQaHGM+r92ymKxIDs7G83NzTCbzalOTliiKKK2thZFRUXg+faOGPt31IMxYMDoghSmjmSKSPksHi6HB+uX70Xdzy3gBcBcoIfHLcJhdWPQuEJUzuzb+UpIRkpkPssU1uMO1B9qgdagQungnFQnJ2NQXiPdgfIZ6Q6UzzJTLOVQOuqEkJSwWVxoONwCnUkFrUENXuBgMGugM6lRs6eJuuUTQgghhBASJSrYZzopkDJ1zCDKYre64HGJ0OnVANrHEGv1KridHtitVLAnhBBCCCEkGjTGvqdgALhOv0VIt9FlqaHS8HA6AyNMO+0eqLUq6E2aFKWMEAWjOlqJzeKC3eqC3qSBwUzXC0IIIT0bFewzHJP9n8r1REl0RjXyS41oONwKgEGtE+B2eqUx9vSgTkg76nXVzu30Yte6GtTsaYTb4YVaJ1DQTUIIIT0edcUnhKQEE4G+FXkYWOkL7GhrcgIMGDSuEBVTy1KcOkKIUu1aV4PqrXUAx8GYpwM4DtVb67BrbU2qk0YIIYSkDLXYZ7CAFh5GbfZEWRhjENQCxpzWB1k5WhjMGhT0NlFLPSEd6tkt9zaLCzV7GqE1qsBEBnCQrhk1e5pQfmIJXUMIIYT0SNRi30P07EdBokRM9P2f4zloDWrklmTRAzkhkdBFHIAv6Kbb4YVWp4LoZRC9vh1DQTcJIYT0dDG32O/fvx8rV67El19+ie+++w719fXgOA4FBQUYPnw4Jk2ahNmzZ2PAgAHJSC+JBYvwNyEK4O9RwnPUk4QQEh29SQO1ToDTTkE3CSGEELmoW+w/+OADTJ8+HYMHD8aiRYtQVVWF3r17Y8aMGZg2bRpKS0tRVVWFRYsWYfDgwZg2bRo++OCDZKadxIIK9kRh/AV7jucCXhNCIuvpp4nBrEFZeS4cLW44bW543SJsFhccVjfKynOo1w8hhJAeK6oW+5NPPhnbt2/H+eefj+XLl2PmzJkwm81hv2uxWPDpp5/inXfewbx58zBmzBhs2LAhoYkmsWNUsidKwwB/Yz212RNColUxtQyiV0T1tjq0NjmgN2kp6CYhhJAeL6qC/YwZM7By5UoUFxd3+l2z2Yy5c+di7ty5OHr0KJYtW9blRJL4UFGeKBljDJy8ZE8ZlhASBbVGwOhT+8CQrYUuS42ifmZqqSeEENLjRVWwf+CBB+JaeUlJSdzLkgSjQhNRGCa2t9gTQjrW07vgh6M1qJFdqKdCPSGEEAKKip/ZZE+C9ExIlCagxR5UcCGExKDtekHXDUIIIcQnqhb7l19+Oa6VX3bZZXEtR5KAHn6IwjAGcG1Vixw13RMSHbqWA2jfDRR0kxBCCPGJqmB/+eWXh7znfxAPvqnKH9CpYJ9a9LhDlCy4xZ5yLCEdofMjHCamOgWEEEKIMkRVsN+3b1/A66amJixcuBDZ2dm48cYbMXToUADA999/j3/+85+wWq146aWXEp9aEjdq1SBKw8T2Fntw1KWWEBIDqSs+XTgIIYQQIMqCfb9+/QJeL1myBIWFhfjf//4X0OI2atQozJ07F2eccQYeffRRvPDCC4lNLSEkYzDWPt8dB1CDJCEd8Jdf6TQJQjuEEEIIARBn8LwVK1bgwgsvDDsulud5zJkzBytXruxy4kgXsQh/E6IEjMbWE0Li42+pF0W6uRFCCCFAnAV7xhi+//77iJ9/99131D1OYehoEKXxjbFve0Hle0JIHOhZgxBCCPGJq2B/wQUX4Mknn8QjjzwCm80mvW+z2fDwww/j6aefxvnnn5+wRJLY2CwuNNS0wGZxpTophETkm8fe3xWfowd0QjrSHgY+pclQGgqeRwghhPhENcY+2LJly7Bv3z7ceuutuPPOO9GrVy8AwJEjR+B2uzFp0iQ89thjiUwniYLHLWL7qp9xeG8T3A4vVBoeBrMWfSvy6GGQKA5jDLzQ1lRPLfaEkFhQ8DxCCCEkQFwF++zsbHzxxRdYuXIlPvroIxw4cAAAcNZZZ2HWrFk477zzaOxsChzc1YAj3zqhM2lgzNPB3urGkepmAEDvYXkpTh0hgRiNsSeEdBGjMfaEEEIIgDgK9na7HX/6058wY8YMnH/++dTlXiFsFhcaDrdAazJAa1CB4zkYzBo4rL737VYXdFnqVCeTEAljjKa7I4R0CV03CCGEEJ+Yx9jr9Xo8/fTTOHbsWDLSQ+LkaHHB6xKh1avgaHHD7fAAANRaAR63CLuVxtsTZWEik42xJ4REg8qxPu0hB2iPEEIIIUCcwfPGjx+PnTt3JjotpAt0Rg0EDQ+n3eNrwWj753Z6oVLz0Bk1qU4iIQEYQ2CJnp7PCSHRaivQU1d8QgghxCeugv1jjz2GN998E8899xw8Hk+i00TiYDBrkF9qhNPqhtPmhtcjwmZ1wWX3Ir/UCL2JuuETZfFNd+cPnseBUcmekIioZTo82i2EEEKIT1zB8y6//HLwPI9rrrkGN910E8rKyqDX6wO+w3Ectm/fnpBEkuj0rciHXnCjemsdbBYXdEYNeg3KbouKn+rUERJEhDSPPXXFJyRKdC0H0F6gpxZ7QgghxCeugn1eXh7y8/MxdOjQRKeHdIFKzWPMaX1gzNWBFzgU9jGh4XArAGrVIMoT2GIPKrAQQmJG9zZCCCHEJ66C/Zo1axKcjOhZrVb8+c9/xnvvvYfa2lqMHTsWy5YtwwknnBD2+2vWrMGMGTNC3j9y5AhKSkqSndyU0OpVyMrRQm/SAGhNdXIICYsxtEfFD2KzuGC3uqA3aWAwU3wIQkhkTGTgeOr3QwghpGeLq2CfSldddRV27tyJV155BaWlpXj11Vcxc+ZMfPfddygrK4u43A8//ACz2Sy9Lioq6o7kpkS4Bgwan0mURt5iz7VNd+d2erFrXQ1q9jTC7fBCrRNQVp6LiqllUGuEFKeYEKJEjDFwNKCHEEJIDxd3wd7r9eLVV1/Ff//7Xxw4cAAA0K9fP5x77rlYsGABBCHxD+F2ux3//ve/sXLlSkydOhUAsGTJEvznP//Bk08+ifvuuy/iskVFRcjJyUl4mpSKMSrME2Xztdj7H8Z9ffF3ratB9dY66ExqGPN0cNo9qN5aBwConNk3ZWklRDHosu4j2w9MBED1foQQQnq4uAr2zc3NOPPMM/HNN9/AZDJh4MCBAIBPP/0U//73v/Hkk0/ik08+CWghTwSPxwOv1wudThfwvl6vx/r16ztctrKyEk6nEyNHjsSSJUswadKkiN91Op1wOp3Sa4vFAgAQRRGiKHZhC5JHFEUwxqQ0Mtk//+dKTTtJH/J81hVMZL78ydryKxNhs3hxaM9xaE0qaPQCXE4P9GY1GBgO7WnE4AlF1C2/h0hUPsskotd3PRcZaL8A8Ipe6f7m9XrBxVmwp7xGugPlM9IdKJ9lpliOZ1wF+z/96U/YsmUL/vnPf+I3v/kN1GrfVGputxvPPfccbrrpJvzpT3/CP//5z3hWH5HJZMLEiRNx7733Yvjw4SguLsYbb7yBDRs2YPDgwWGX6dWrF5566ilMmDABTqcTzz33HKZPn46NGzdi3LhxYZd54IEHcPfdd4e8X1dXB4fDkdBtShRRFNHc3AzGGJoaW+H0quFgajQ12wAAXJ0TrU6a8o50jTyf8Xxcs2X61uNlqK9tQouzGdmFOlgb3XDaXfDwrdCZ1HC5nHB5vFAJaqjMIhwtbhyuOQKzQ9/5yknaS1Q+yySW4060NLsgqDhoa2maWWerB03NdgCAptYDlSa+fEJ5jXQHymekO1A+y0xWqzXq73Isjv7aZWVl+MUvfoFly5aF/fymm27CO++8g8OHD8e66k5VV1fjyiuvxNq1ayEIAsaNG4fy8nJs2bIFu3fvjmod06ZNQ9++ffHKK6+E/Txci32fPn3Q2NiY8F4IiSKKIurq6lBYWIifdzUiK1cLc4EOh/c0AQAK+ppgzNGmNpEk7cnzWbw3DbfTi51ra1C9rRYCz0FrVMOUq0PvEXnY/eVhgOOgUvNw2jww5etgs7gABkz/5VBqse8hEpHPMs3xI62w1NkhqHn0GZ6X6uSknN3qwrF9vt50pUNyoNHHN7KQ8hrpDpTPSHegfJaZLBYLcnNz0dzc3Gk5NK47YUNDQ4dT3Q0bNgzHjx+PZ9WdGjRoEL744gu0trbCYrGgV69emD9/vjQcIBonnnhih133tVottNrQQjDP84o+UTiOA8/z4DjO9zfHg2tLL88pO+0kffjzWbz5afeXh7BvWz04cMjK1cHrYTi8txmCSkDv8jxUb62DR8MDjMFuccNp9WDQuEIYc3Sdr5xkjK7ms0zjv57790tPx/Pt97eu7hPKa6Q7UD4j3YHyWeaJ5VjGddQHDx6M999/P+Ln77//PgYNGhTPqqOWlZWFXr16obGxEZ988gnOP//8qJetqqpCr169kpi61GLSf0LeJSSlbBYXavY0QmtUQ2tQQ1DzMJg10BhUqD1gxcDKQgwaVwgwwN7iBhMZBo0rRMXUyDNeEEJ6HhYcPI8QQgjp4eJqsb/uuutwww03YNasWbjllltQXl4OwDel3D/+8Q98+umnePzxxxOaUL9PPvkEjDEMHToUP/74I2677TYMGzYMV1xxBQDgzjvvRE1NDV5++WUAwGOPPYYBAwagoqICDocDzz33HD7//HP873//S0r6Ui3SyAoKkE+UwG51we3wwpCtgaPVI01RpdEKsLe44HZ6UTmzL0oGZqP2gAWDxhYhK0lDSGwWF+xWF/QmDXXxJ4rHqHI2IpoBhhBCCOlCwb62thZ//etf8cknnwR8plar8Ze//AW//e1vE5LAYM3Nzbjzzjtx6NAh5OXlYe7cuVi6dKkUwO/IkSM4ePCg9H2Xy4Xf//73qKmpgcFgwOjRo/HZZ59hxowZSUlfyrGwf2Y0KqClD71JA7VOgNPuDXjf5fRCpVZBb/IdP12WGqZ8PfRJOJ5upxe71tWgZk8j3A4v1DoBZeW5qJhaBrWG5swiCtdTLuwxEEXaKYQQQkjc89gvWbIEN9xwAz777LOAeexnzpyJgoKChCUw2Lx58zBv3ryIn7/44osBr2+//XbcfvvtSUtPusjEFg0qoKUfg1mDsvJc7N1cC4BBa1DBaffAZfOg97Dc0IoZxgBw4VYVt13ralC9tQ46kxrGPB2cdg+qt9YBACpn9k3obxFCkiPgnpZ5tzdCCCEkZnEX7AGgoKAAF198caLSQhLA/3zDGAsahJiS5CQVFdDSU8XUMnjcIvZtr0NrkwNagwa9h+Zi4NjCkO8mOtv6x/jrTGrwAgePW5QqE2r2NKH8xBLq9UGUKQOv4YmSiRXXhBBCSKziKthPnDgR06ZNw+TJkzF58mTk5OQkOFkkbj3kAUdeQBNUHDxuLxXQ0oRaI2D09N4w5mqRXahHdqEB1gZH+Ib5BGdn/xh/Y54OTpsbnOD7Ua1ehZZGB+xWF+Ubomg94wofG+qKTwghhMQZFT8nJwdPPfUUZs+ejYKCAowePRrXX3893nrrraTMXU+iJ3+8yeQyvr+AptWrIHoZvB7fxmr1KridHtitrhSnkHSEAdAa1MgrNfoK0hwC40P4M2+C83D7GH9PwPqddg/U2vYx/oR0F5vFhYaaFtgsdM2KWwbf6wghhJBoxdVi/9FHH4ExhqqqKqxbtw7r16/Hu+++iyeffBIcx6F///6YOnUqXnjhhUSnl3TGXx4KetDJtEJ+SAGtDRXQ0kRbhpQ30oeL+p3oSOD+Mf7VW+sAzlcRZLO44LC6MWhcIbXWk25DMUK6qO3SwIFa7AkhhBAgzhZ7AOA4DmPHjsVNN92E5cuX48CBA3j++ecxZMgQ7Nu3T5pujnSziM83mfXg4y+gOaxuOFrd8HpEqYBWVp5DBbQ0wwW12EuSkG0rppZh0LhCgAE2ixNgwKBxhaiYWpb4HyMkAn+MEHAcjHk6gONQvbUOu9bWpDppaYXjuUy7vRFCCCFxiTt4XktLC7766iusW7cO69atw6ZNm+B0OjFs2DBcc801mDJlSiLTSaIktXBmeIs9AKkgVr2tDnaLC8ZcHRXQ0oSUHzsJeJ+MbKvWCKic2RfmfD08bi96D8ujiiDSreQxQlQaHqLIOo0RkonX8K7w7w+Op+B5hBBCCBBnwX7ChAnYvn07OI7DmDFjMHXqVNxyyy2YMmUK8vPzE51GEotIzzcZ+NzjL6BlFxngaHGh38gCKqClKS6oyV56Tk9ivtUaVDBoNJRnSLcLF8RRrRWiC+KYgdfyruB4jrriE0IIIYizYL9161bwPI8LLrgAs2bNwpQpUzB48OBEp43Eob08xHrMA6DOoIJGJ1ABLc0FNLpJsSKSl4mZ7Hd6EpvFBbvVBb2JKjVShWKEJEJbnA6OuuITQgghQJwF+82bN0td8O+8807U1dWhqKgIU6ZMkf6NGTOmrRWOdKtuaOlUGgbqppp2/N1o5deIcAcxmce1h2UaCtamHPEFcexZ+TVaPHXFJ4QQQgDEGTxv3LhxuPnmm/HOO+/g6NGj2L17N+677z4YDAY8/PDDGD9+PPLy8hKdVhIjFtC1OYMffKhkn3ZCot1znXyelDT0LBSsTVmkII4AbNbogzhm9LU8BkxWOcjE1KaFEEIIUYK4g+f52e12HDp0CD///DMOHjyIuro6MMbQ0tKSiPSRWPXIhz7WMzc7nYUJnhc2KH4yDyzrOaeLPFibWiuAV3GdBmsjySUFcSzQw+v2omwoBXGMB8dzVNlBCCGEIM6C/QcffIC1a9di3bp12Lp1K9xuN3Q6HU488UQsWrQIU6ZMwSmnnJLotJIosIgvMhdjUNy20jjm6PjL9SHT3Ulj7JP44z2op4c/WFtWrhZ2qxs6ozr6YG0kqbQGFVQabaf7v4dk1ZhR8DxCCCHEJ66C/ezZs5GTk4NJkybh3nvvxZQpUzBhwgSo1epEp4/EKkyBiOMy/6FQKS02NI45OqHT3XV/PA7WLR3+lYGCtZFMxfMcvJ6eciYTQgghkcVVsN++fTtGjhxJwfEUKOLjTSY/9yhoAgD/OGatUYWsXC1cDq9vXDOAypl9U5w6pevu4HlJXr+C+IO1/bilFowxqLUC3E5vJ8HaSLeINh/2kLwaLcYYOAAOmxutTU6YC/Rpn4+ppxchhJCuiLpgP3LkSJx77rk455xzMGnSJCrUKxVrb7IPCC6UwU+FjDEwBXTFlI9j5gUObpeXxjF3gmtrqQ/uVSJl4yTmWyb7b09QMbUMoshQvbUWrc1O6I2aqIK1keTylet7Tj5MFI9TxE9VdWius8Fl96J6a23a9o6inl6EEEISIeqC/ZlnnomVK1fiwQcfRE5ODk4//XSce+65OOuss1BYWJjMNJKuCh6/TJLCP47ZmKeDy+GRCqc0jjmUNHSis/rBJOdbhYzg6BZqjYAxp/aBwayB3qRBYR8T5UclYArqcpRG9nxzFEd+aoYhWwO9SS3N8gCkX+8of08vnUkNY54OTrsnbbeFEEJI6kQ93d3DDz+M3bt3o7q6GnfffTesViuuueYa9OrVCyeffDLuuecebNmyJZlpJVFob+ls5+9cYbO40FDTApvF1e3pSialxECjccxdEFL51Naensyg+GIPLFAxQGtQI6fIQIX6dNXT8mwYNosLR/c1Q6NXQW9UgxN4GMwa6Exq1OxpSqt7nLynl0YvQBRZ2m4LIYSQ1Ip5HvsBAwbgxhtvxIcffoiGhgasWLEC48aNw//93//hhBNOQGlpKX7961/j3XffhdVqTUaaSTRkD39et4jvvz6C1a/uxrq39mD1q7tR9dlBuF3e1KUvkaTRB6l94vWPY3ZY3XC0uiF6RNgsLjisbpSV51BBKpxOprtLtp5WRmrv8t3Ttly56EjEzm51weP0+rqpy6bU0OpVcDs9sFvTpzDs7+ml1avgdnjhdvgqhtNxW0jPkakNRYSkuy7NY6/X63Huuefi3HPPBQDs3LkTH374IT788ENcfPHF4DgO//jHP3DNNdckJLEkCgHjlH0vDuxswNGfLDAV6DKzm5+8rJLi0A/+8co/VdXBZnHBmKujcczhBJVmOAQOsmcKqazJON0xjSCJDaPjESu9SQOVRoDb5YUeamn/pWPvKHlPL/n1Lh23hWQ+igdBiLJ1qWAfbOTIkRg5ciRuv/12WCwWfPLJJ8jJyUnkT5BOBLfIOW1u1B9qgTZLBa3ed7gzLaAbk7ptMykYW6qoNQIqZ/ZFTrEBjlY3+o7IT/v9mwwhQ+xTcNiYUsZwdCMW8gdJuSiPhb/QR4fOdw8rGZCNn6rq4Gh1g4lM6h2VbrM8+Ht6VW+tAwODRqdK220hmS9Z8SBoRghCEiNhBXubzYY333wTTqcTs2bNQr9+/XDRRRclavUkWkFPfS67B163FzqjWgroZlBrMiugW5i4Aqmmy1JDo1el/75NNk4WFV/+fjf1GFdSnukWPW6DlY9Rk31chpxQDHuLC5YGB+wtbqg0Qtr2jqqYWgbGGH7cUgu7lXp6EWWSx4PQGlRw2jzQm9TwukXs+7YefUbkIb/UGNM6qQcAIYkVV8H+17/+NTZu3IidO3cCAFwuF04++WTpdXZ2Nj7//HOMHTs2cSklUZHKQ21/aPQqCBoBLocXWkP74c6kbn7SI7EIQCH3gR4ZmC0mvp3Dhb4V+K0k7UMWLspkD0JDHEi6E9Q8Bo4tQlaOFof3NGLAmEKY8nSpTlZc1BoBI6f2ht6kgehl6D+qgCqFieLIZ/4RvQxupwe2Zidam1xwu7xY+8YeDBhTEFOhnGaEICSxYg6eBwCrV6/GnDlzpNevv/46du7ciddeew07d+5ESUkJ7r777oQlksSABf6tNahR2McEl82TuQHdumHOc9INwh6+ZJXsk7t6paICvQJRHWDcOABZZg1M+XrojepUJ6dLPG4vtAY1zAX6zLgvk4wTHA+itdEJS70dosh8BXke+P7ro9j2vwNRrS+4B4C9xQW9SU0zQhDSBXEV7I8ePYr+/ftLr1esWIEJEybgkksuwYgRI/Cb3/wGGzduTFQaSSzCtEQOGFOA3sNyAAbYrC6AIaO6+UljTxX0dOxLi4ISpDDSsWprsuc4Lujz5B7T9nJ9zzxGTEx1CogfXSri5I/TwfuuHaKY3jvR42o7KZV0IyNERj7zT2ujE/YWN8BxEL0iwDFY6uxobXJg5xeHsemDfZ3OvCSfEUIUGZjoy/40IwQh8YurK35WVhaampoAAB6PB2vWrMGNN94ofW4ymdDc3JyQBJLYyBsi/c8HKo2A8hNLUDo4F26nB30yNaCbop6HGD2fRUFeoO/WQnZP7YpPvVuUJ8qSvfx6whgLqQzrkTiAbyvYszQv2HvdvoJ9em8FyXT+BqG9m4/B6xah0anAqTm4HL7pJzU6FZx2D36qqoNGJ3TYnV7eA0Ctbe+6n0lDRQnpbnG12I8bNw7PPvsstm3bhqVLl8JqteK8886TPq+urkZxcXHCEkliEOapwP/4pzGoMrObnwKnRlNQUtJH2DH2ydmRPbQnfrseu+HKo6TrVjrKmBZ7d1vrZnpvBslw/pl/Tpg1AOZ8PUyFOjAAgsCB4wCPh0GtVcGQrem0O728B4C9xQXRm4FDRQnpZnG12C9duhRnnnkmJkyYAMYYfvGLX+DEE0+UPn/vvfcwadKkhCWSRK99OivZ0wHHgTH/A2TmtfIocgovJaVFgXxTE8pEypbJ2o899Pj00M1WPCrbx4cDB66teSLdh5e0NDphbbBTKyVJC9lFehQPMOPovmZ4XV7wAg/RC4heL0zFBhhMmqhmXvL3ADiwswH2FjeMuek7uwUhShBXwX7ChAn4/vvv8dVXXyEnJwfTpk2TPmtqasJ1112H6dOnJyqNJG5tkcf9hSYx8x7s5a1dSmr5yswqlAQK1zov/5sF/j9pv6+cLNM9FBiPgiD2fEgXGOl6n+5d8f3Tff24tdY33ZeWR2uTk6b7IorXtyIPGr2A778+BrfLC7VWhawcLXJ7ZcHR6o6qO72/B0BpeS6OVjeh/6gCmAv03bQFhGSeuLrir127FgBw/vnnBxTqASAnJwe//OUvaYx9qvgf3EPeB0SWgeGXA8adpi4ZIRiNYu6UrGDCcejWqPj+o6OkyqDu0L65PWu7FS3aQ0GHLBSX/l3x/dN9MebrmgyOQ/XWOuxaW5PqpBESERMBQS1g9Iw+GHJCEfQmDUwFOhjztHC0umPuTq83qn2zW1CPFUK6JK6C/YwZM/Dpp59G/Pzzzz/HjBkz4k4U6QJZS6T/IZ7jODCwthaN9Hz4iYqCNs0XD0tBCVK8oObH7mqx76EoaypHhl+Vk4vz3d84Lj1b7P3TfWmNKmj1KggaHlqDiqb7IorXPnMNw7CJvdBvRB4EnoPdEt/MSz2tkp2QZImrK35nJ6DT6YQgUBeyVAh7ZDgAIgIK+5kioPu2kh6Pqatsh8Llw4BhFe3h25Pz+yF/9BA9dQiC0kVxYVbU9U1hOJ5LyxZ7/3RfhmwNHB4PeJ6D18ug1auiGp9MSKr4L1mil4HnOQw5sQQDXCLsVif6DI9j5iUFBkEmJB1FXbA/ePAg9u/fL73+/vvvpS75ck1NTXj66afRr1+/hCSQxCjMgzvHZW6rUEBhUEnBkxjAqGDfIfl0Xd0+c1ePne2uZw5BUKp4jwPVG/oKFv59wPNcWrbYy6f78mOg6b6I8vmvXb755xl4gYPeqIZaK1BlFCEpFHXB/oUXXsDdd9/d1u2Nw9KlS7F06dKQ7zHGIAgCnn766YQmlEQnXKsOx3EQRdH/BdINfFHfe/qjd0dYxyWTJNfe99iCbQ/dbMXqoRVMCSGvvE7TFnv/dF97N9cCYOAFDZw2D3iOw6BxhVRAIsrlv3aJzNdqL3AA14XKSupNRkhCRF2wnzdvHkaOHAnGGObNm4ebbroJU6ZMCfgOx3HIyspCZWUlzWOfKtKDYuDV0d+akXHXzIDgecrZOgaAU05yFCfkUEUMnpd8jLGA3gM9gYJOlR4tpiEhdMxCtZ23PK+wHlsxqJhaBo/bi33b62GzOMFxPAaNp+m+iLJJLfZeX8FepeHhK9nHvcZEJY2QHi3qgv3w4cMxfPhwAL7W+6lTp2LAgAFJSxjpusBu6smORpYiLMLfqZapYx8SJajB3hfgMczXuiN4Xg/q10ytIhmC9aBMG4G88prj+bTsig/4pvsaNa03jLk6qDUCPG4RQ08qSXWyCOmQNCWt6OuOz/M8GGNdbrFPz7OYEOWIK3jewoULE50OkiDBD+5c239YhvbElz/cKarFvgc8eNssLtitLuhNmvi6jEaze5IdPA89qlwvoUBsCkFPs13iP285Pn2nuwN82UBrUMOcr4O1wZHq5BDSqYAx9m1d8b1eFv+1THp2Td/zmBAliKpgf+WVV4LjODzzzDMQBAFXXnllp8twHIfnn3++ywkkMZLPY+8v3HNtc9hnooCu+KlLRjiZWnjyuEVsX/UzDu9tgtvhhVonoKw8FxVTy6DWdG02DH+3+PbyTrJK9sEZp2cU7RkVJBWlvR6WDkjMZLuM5zmI3vTfh5F6LhGiOFKLvQivVwTHc+C8XJcbWJT2HEdIuomqYP/555+D53mIoghBEPD55593Oia1p41ZVYqQa2Jbk317V/zuTU+yBbS8KumOoKCkJNrBXQ048q0TOpMGxjwdnHYPqrfWAQAqZ/aNah3BwQWly4W/jJ3kAmhAuT45P6FoSjpVerQYj4M/FAUdvjZt1w2O58DcaTrIHmivhOfbXvbAuB8kvfifKb1eBsbga7H3dKHBnm5KhCREVAV7+TR34V4TBQq6Rmbs2FqFjrGX95jIJDaLCw2HW6A1GaDVqyCKTOqGX7OnCeUnlkTfLT/Mc2vPaTtPMXqIUoZYr8spDDKpZHyaRsX3C+mxQRdConD+W4i3rUKNFzhfBX36noZEobo87LOHiWuMPVGwMBdVecV/pnX5DAgQqJBNY/LhEBnG0eKC1yUiS6+C2+mF1yNCrRWg1avQ0uiA3eqK88Ib+BSb9OF2Cq0QSrrM7LiT9qIKik8HLQBj7fc2jkvPeewl0rA5TnpJ5XqiZNJzTlve5XmubRhd14Ln0c2J+LmdXuxaV4OaPY0JH/aZybpUsN+5cyc+/PBDqQW/f//+OPvsszFq1KhEpI3Eob1AxHrgg6BCNlghyUgGnVEDQcPDaffNtezntHug1qqgN8VQqJc9ubZ3xQ9+pE3Ozgyo4Mrg4xVMaQ9PPb0mPtMqWrtf23R3Ape2090B7eelvyt+T4r7QdITY4E9ZTi+Lb92MXgeXRMj62n3y13ralC9tQ46kzruYZ89UVwFe6fTiWuuuQavvPIKGPNNcwEAoijizjvvxIIFC/Dcc89Bo8n8jKc44UrzyS8npY68fKaQBzsW8kfmMJg1yC814si3ToDnoFLzsFlccFjdGDSuMOqbDWPhH1uD9113tNj3rAcJZZTsqSa+TSyHQwos2ZPya0fa90O6R8X3k7fYE6JojIFXcRBdvtzKCxw4vivleupOFklPvF/aLC7U7GmE1qgCx/mu8XEP++xh+M6/EuqOO+7Ayy+/jN/+9rfYvXs3HA4HnE4ndu/ejWuvvRavvvoqbr/99kSnlUQj6KLIcVxAkLJMu2Yqcnsy/MG7b0U+Bo4tBETAbnUBDBg0rhAVU8uiX0nwLorUONUNwfOUmYmSgyW7wiRK/pp4cByMeTqA41C9tQ671takNmHdTN7DKq4Fe7oM6YovHX9qpCdpgjFAENqLELzAISBQc8wrTEy6MlGm3i9tFhcaalpgs7hCPrNbXXA7vNDoVPC4RN9UigC0ehXcTo/v2ZOEFVeL/auvvopf/epXePzxxwPeHzp0KJ544glYLBa8+uqreOyxxxKRRhIDFu5VRrfYy8fYK2Pj4n5YTxMqNY8xp/WBKU8Pp82NAWOib6n3Y2CBwR/aPwj+I+ky8yh1LJVZ018TrzOpoTepARZaE68z9pDwL7EeByr4SeR5mBd808QxkbV3CU5DUiT8nnhRImmFMdZWmPfxjbEP/V6s3ccz9LEpbgH3S6Ma4NK/5TqaHgh6kwZqnQCn3eNbqC1fxDXss4eJq8Xe7Xbj5JNPjvj5KaecAo/HE3eiSBcEd+0MutBmWmEzZDpyJVBKOpJMrRVgztfHfVMJ+/gd1KKcrPwasN4ecrwCpPBk8dfEa/UquBxeqeadauJJrPzXEH9hXlTMTSBGQcHzgq9JHbVsEZIKjAGCyleE4ADwAg9w7bcWt9OLqs8OYvWru7HurT1Y/epuVH12EG6XN+L6SCj5/dLe4obL5itbpfP9MpoeCAazBmXluXBa3XDa3PC6RWnYZ1l5TtpVZnSnuAr2Z555Jj755JOIn3/88cc444wz4k4U6ToGWUCeNGvAiPchRjGVFgpJRjIxkUEUWfzj08MMGfG9HdTnpAfsy+6khBkb5DXxTGwP8tkTa+Kla1YUByQgnBqdFwH7QLp+eNNzxwTfq/3XwVgLR4R0Fya2t9hz/v/7z0PG4ug+zqRlM0lXK+WC75f+WCLper+U90DQGdXwuEUYzBroTGrU7GkK2E8VU8swoLIAANDa7Ixv2GcPFFV/x+PHjwe8vvfeezFv3jzMmTMH119/PQYPHgwA2Lt3L5544gkcOHAAb731VuJTSzoVHO07ncr0cQUIkT8QKeR+oMRgbImOpioFqurKpnaUOZMd4y2gp4fyjlfSKCB2nr8mvnprHXgVB17gQgIwiqJCImEqTTpd0LsD1x4VH8iAAHrS7CC+/1FUaKJYrP2843l/wd73ka25PfCZ6GVRdR/PtNtwogLeye+XjGPQ6lRxBSxWCn8PBGOeDl63CJfdA40u/JTJao2A0TP6ICtHC4NZg4LeprTb3lSIqmBfUFDQ3kWsDWMMO3bswMqVK0PeB4CKioqkdMe3Wq3485//jPfeew+1tbUYO3Ysli1bhhNOOCHiMmvWrMGiRYuwa9cu9OnTB4sXL8bll1+e8LQpQrig+IET2StWPA8x/kI0x3OKuTEoaUqxZEVTFT2+gleXyvVhp7sL/E6yKkmUkldSJsXb769x37e9HnarC6Y8fc+siY+lfqyn59kwpHnseX9LYQoT0yVt9zFZVPzgWBQsTCwKesglqcCY787s74rfPtbe939bW+FNb9bAafNA9IgQVHzYwlv7Srsv/d1B/jyblauFy+GNu1LOf1/8cUstbBYXjLm6tL1fynsgqDXtncYj9UBgjEFrUCOnyEDXuyhFVbD/y1/+ElKwT5WrrroKO3fuxCuvvILS0lK8+uqrmDlzJr777juUlYVm8n379uGcc87Btddei9deew2rVq3CVVddhV69euHMM89MwRYkWSfRxpV67ZQ/xAgqHpzARfcQE9CFUSFbp6BZW5LV4tPVFvtID+AhdSJJ24k9c4x9e8/v1G60WiOgcmZf5JcZYam3xxWAMdOwtunsOuKb4aQLQ2AyFM9zcNrcaDhkRU5xVtrlpZBhcyywZcvj9MJp98CYq+u4cERId2jLr7zgO++cNjdsFhe4tnKa3qj2Fd7axoP7O2BF1X08Ay5t8udZrV4Fm9UFY64WQHyVcv77ZVaOFm6nF/1HFaTtuS/vgeDW8oDIYLO44Gz1dNgDIX0rbbtfVAX7JUuWJDkZ0bHb7fj3v/+NlStXYurUqQB8afvPf/6DJ598Evfdd1/IMk899RQGDBiAhx9+GAAwfPhwrF+/Ho8++mhGFuzleT+duhj7H2KycrWwW93gBQ68Nnz3HDnpgYjnlDOPvUL2uzQPaJYKokdM6Dyg/qlH4t/WgBHD3d7FuOfGzvMftxQno43WoIIpX5e2DyldFfNhUEb9uiL4rz1upxc71vyM6m114HkOOqM6bed4lo9RlrdsqdS8dH9L17G1JHMwxuB1e7Fr/WEc3NUA5mWo3lqLwr4m5PXKgt7oK7zt2XQMHO+rAPB6xA67j0vxXxRyb+oKeaWcyBjAfNvV1Uo5rUEFrUGV9vdLf0+D/TsaYG9xw5grRO6BkPxWnoyTVnMKeTweeL1e6HS6gPf1ej3Wr18fdpkNGzZg5syZAe+deeaZuOWWWyL+jtPphNPplF5bLBYAgCiKih37KYoiGGO+/7el0f8eY+3vAYDX61VMDww/bZYKKh0Ph93ta49ivlYph90NlVbwFU7D7HtpexmnmOMjPwap3Nc2iwNuhwc6f3c4kYETGDR6Aa2NDtgsjpinFfPnKa/b69tGjotrn4uiL1/6l2UiAxNFiF4RoshJ+9D3OvHHNOA88XohinHFEU07Ytt+ZnEet8SnJ/wxll/PMpno9cryodjhVG2+fdJ2Xoi+86QnE0URImPYufYQfqqqAwNgyNHA21bIYIxhzGl9olpPqvOa6PUdW1F2fHVGFUqH5OCnbXXgNTzAgJZmB1wtHgwcWwidMfw9kSiTEvJZoni9Ig7sbEBDTQs4FQe9SQPGAft31MPa4EDfkXkYPrkXbBYnDu1pgq3ZAUOODgPHFmD45F4dPsuJTBnPcV0hf55VawXpmbaz59nO+K4T6HDZdMhngorD6FN7o6i/CXUHreg3Kh/mfD2A0G3z5wtvkp4F00Us2x7VU/0DDzyAG264ASaTKaaEWCwWPPHEE7jzzjtjWi4Sk8mEiRMn4t5778Xw4cNRXFyMN954Axs2bJAC+AU7evQoiouLA94rLi6GxWKB3W6HXq8PWeaBBx7A3XffHfJ+XV0dHA5HQrYl0URRRHNzM5jNDkeLL2KuR7DDbnHDzWlgaW6vqNAf8ypyrt+8gQKO/NgEj5sDDxVcTsAtelAyKBstjia0hNn1DqsHTc12qLU8VDYeTGfv/oQHcTu8aGq2AQD0takr2Dtdbgg5Ljg9Lnh5wMO7wQQeTqcHQjbQ6mqGp9YW0zr9+axFdMLa7AYH3zbGqqnBAY9bhFDri4Dqsvn2mabWA5WWR1NjKzxuERqXAL7W2cnaYtfa5EJz2zmhqnNDo0+vlr14tTS4YGl2guMAXRzHLdGON9jhsntC0iJdzxgDz2dupYvLHnSt6OC63NjYCiYyeNwM2loPBHXm7pdoNB63w2n34NDP9dAUAB47IGoYNDoeTOvBoZ+PIG8/D61B3eF6lJDXWht956Wq3o2mZhvUtW6odQIKh6lh92px9CcrnC0eZJnV6DXQiMJhatTW1qYkrSQ+SshniWKzOFFffxzafAEQOUAtQmMU4OG9qK8/jkP7D8OQrUX+IDVURiNEkaFXuQlagxqNTQ1h13n8uB2OFg9Q54TN1fE5mw7yBgo4Wt0Mt4uHCKDV6YBX9Hb4PNuZxkYrGAN0Rz0R7xXplM9aHU54BRda7M1w1FrDfsd/j/Sq7HChpZtTqBxWa/j9E05UBfvXX38dDz74IC655BLMmzcPU6ZMgSCEfxB2u9344osvsHz5cixfvhx9+/ZNWMEeAF555RVceeWVKCsrgyAIGDduHC655BJs2bIlYb9x5513YtGiRdJri8WCPn36oLCwEGazOWG/k0iiKPoKkDod7IIbAGDO06OVdyK7QA/e1Sp9t6goX5EF+9zp+djJ1aB6Wx2cDYDOqMGA8hyMmFIasUulTeuE2GqF1qCCoOJRVJT64+O0e+BuagIAFBWmdl8f7yPix821YBwArQ6uVhEuKzBwbCH69I898Io/n6nFLAhu352pqKgg5vVwTis8LhFFRdkAAEerGx5LMwoKc6DRqeA63giPywutQYWiopyY198Zi2AH5/CdEwUF2dBlpf+DRDQ0sIF328BxHIqK8lOdHIitzXBqPCFp8eezwsJCxT+cdIWj1Q1PczMAoLAoX4ouHY6nqQkiY/A4vSgszIUqzbqZJ5zNgmaPDd4mC7LydLAxFwSvCiqvChwvorXRgSxNNvKKjB2uRgl5zcLbwbtsKCw0w9PcjMLCHGj0vsez0rISHP2pGXUHrRgwpgDGXF0nayNKpIR8lii1dgvE1iPQmrPAqznwPAfBy0PHe2C3tcKgNvvu7XYL1MwAjuPQp3/H9xtms8AuuFCQb/RNj5fmcqfn4zvhMA7saoDL6oKa02HAsNwOn2c7Yz8mgDGGgoI8KXBhsHTKZ2pvKwSPHYWFuVBrw+8Tp813j8zONyC3yNDNKVSO4J7qHYmqYP/tt9/i9ddfx9///nc89dRT0Gq1GDlyJAYMGIDc3FwwxtDY2Ih9+/Zh586dcLvdGDVqFB5//HEsWLAg7g0JZ9CgQfjiiy/Q2toKi8WCXr16Yf78+Rg4cGDY75eUlODYsWMB7x07dgxmszlsaz0AaLVaaLXakPd5nlf0icJxHDiOB9eWRo7jwPN8wHsAwPF8hw+QqaLV8ag8tS+ysrXQGzUo7Nv51Bb+beMFAeCgiOPDc5y0v3meT2nBfuS03vC4Rez/th62Jid0WRoMGleEiqllce8rjuMAxgXks1h7JfAcD55vP16+/cRL5xjXtg85LjnnHC87J/gk/YYS+bebg1LOFV66TgXzv6+EdCaLP98DvutGR9vK8Rx4EQHnSU/G8Tx0WVqodSq47F7wHAeIHDhwcNm9UGvVMJh1Ue2nZOW1aKcZ9d3HOPCC4Ds/g9JiMGlhLvDCYNZ2OY2JnvqURC9Trml6kxYqjQC3wwuTrBDucnihUgvQm3znHfMCgkpoGwKGiIVRAO33/AzYP4DveXbs6f1QVp6Loz81o19FPrK7WjD1P2uxTu4V6ZLPpOe8yNvDSc8sHW9zpotl26Mq2HMchwULFmDBggXYtm0bVqxYgQ0bNuDrr79GQ4OvW01+fj6GDRuGO+64A+effz7GjRsXX+qjlJWVhaysLDQ2NuKTTz7Bgw8+GPZ7EydOxIcffhjw3qeffoqJEycmNX2pwsJEBQspc7GgwGUKwtA2tUVxdFNbtAfPg2JiawQfglTuabVGwKipvWHK08GYo0VeqTEhD3Ner2y8TwI2MtJ0d8k6qJkQoCceUoCiFKfDj4lMOYlJhViDOCosNkpKMUCXpQ6Y45nnOdgsHQfp6g6xTzPqmxFBOrpBF6hEBBZL1tSnJLOFqwjSG9XILzWioaYVgsoFrV4Fp90DZ4sH+WVG6I2+HnBejwitQQV7i9s39K6Dgn0m3Qfk+0xnVMOUr+9ysEsmtu8g0SsCyIBzNpapoTMofyRbzMHzxo4di7FjxyYjLVH55JNPwBjD0KFD8eOPP+K2227DsGHDcMUVVwDwdaOvqanByy+/DAC49tpr8fjjj+P222/HlVdeic8//xzLly/Hf//735RtQ1J1Mt1duK8oSpwRMDmOa5+CTUkUUIninwc0tyRx00CJ3vZ9Hc8W+qb2CvN+0B/JK4DL06/AfNMNopleLelpgMKvR0kWU95jqb6SKBDXHmG5elsdWpudyMpO/RzPsU4zKt0mONnrMFgX7nHJmvqUZKaOKoIYA/pW5MFcqMOxfVa0NDqg1qowoDIfOUUG6armcYswZGt9BXuXF1p950UOpcwqFI9w+yy/zIiC3sYub5d8afnzVzqLqqFBehbMjG3uDmkVFR8Ampubceedd+LQoUPIy8vD3LlzsXTpUqjVvhrCI0eO4ODBg9L3BwwYgP/+97/43e9+h2XLlqF379547rnnMnKqu2DSidD2sMBxbQ8MCj4/WMwFOt8XeZ6D6FFIxEyF7V+WhAuj6GWy/JTIJvsgSdqXAbtCYcer26S+zkk6EEqoZEiJOPNhT82ycgwMHDhpjufckiw47W70HpqX0i7m8jmsfbPSsM6nGY220ibOAy9Pk++6HUWaiOIlc1hFRxVBwyb2gqAWMHpGH3gmiVIaVGoeNXubwEQmRXDX6FRw2T2o/7kFHMd1Pk95Gl/cwu2zAzuPw9bsQu9heV1at/z5TZGNWHGQpqju4Nm0pza8dEXaFeznzZuHefPmRfz8xRdfDHlv+vTp2LZtWxJTpRzhGuz9D8wcz4EpvKZPunhFmUzpesDFUhmQXPILsEKSBCCx+0f0+rrVedxiQrYxuAuq/2LeDQ32isk33UFJw0QA+Y0dqU9MqkWTD3v6PpJjbUOw2hjMGmh0QsoLqPI5rG1Wl9S61ukc1lz7vTo4L/jP23gf6IPTxAs8VJquz6tNUiPZwyrkFUEqDQ+n3RNQEdS3whcIz19Q93/mcnikdXg9vmlxd3/lCyDHvAyGbE3kdKb5jVi+zzQ6AY5WN7JytHA7vWg43AKbxdW1IL2ydqt0a7GPVAEV1RAjarGPWdoV7Ekn2mr+GWQPzW14joOI9BjTGutJ7HsgSoMNSwEmaxVNFLvVDa+7bd7tOFYbqZE/JIl0MU+sgAqN1Jem5V3xemKZNZbs3VP3UbR4gVPEA6/epIFaJ8Bp9wScb067B2qtKuxYW8Z8vQ+k1yEl+6D/dzlNrNM0EeVK9rAKeUWQ2+UNWzkFhHa0k1dMed0iDu46jobDreBVHHQGNcBxEdMpZfHUn8Jxke8zr1eE6PX11tFoBditLjhaXACy4l6//JogehXSO7UTnVVABZdRwom9Fy/puSEGMxTroE+fv3VD0V1bYkya74FINsxAARTbzTsBaXE7vfipqg5Vqw5ix+pD2LHmELav+hluV+xzossfZEPybGwdN2ImH+Pfk2qCA859BWx2e0wFBSQmxaK5LkcOMkkEFa+Igr3B7GuVtFtccNrc8HpE2CwuOKxulJXnRG4Zl42xDy3Xd61yNiRN7ijTRBRH3jKsbxvuYTBroDOpUbOnCTaLKyG/wxhgs7rCVgTp2oLjhdy3ZffU+kNWHNtngcYgwGDSgOPRcTpTf+p2SaQKPZfTC5Wah7aLU+rKT30lXOei4a+AAsf5pjBsq9jZtbYGQIyNTumxyYpABftMwxA4VpXjpIdBado1BZ8gMdfa+puxFFWwV1jhqa1WNBH757v1h3HkxyYAHAw5vikhf9rWfqGOPlHosPmRoa0Q00mNrs3iQkNNS1wPMzSmO2WpaOfPm6lNRcrEdK1QQA8LpZGfw7zABc7WkUIVU8swaFwhAMDW7AQYOgzo5z+0nR3droytrZhahkFj/WlydZomokz+lmGtXgXRy3y95zwitHoV3E6P1JoeD7fTi6rPDuLrldVoaXKgdl8z6n+2wuMKrAjydykPvodyHOB1e7Hji0PYsKIalgY7Gg+3ornWBq+s1T9cOtuvhel5N/BXnjmsbthb3BC9vn3mbHEjv9QIvTGRUfGVv4/kFVC6rPAVUNEc8mT0OM101BU/08ie/dpPhPYx9v6vKFaMY+z9OCU12StOYi6MNosLNXsbodapoBJVENQ8tAY1OIGLOQCTP/CVX7ixpR0VvLs6xjCgjNRDs40Seu5IaYgwe4/N4oKz1UNzbpMQwZczXuDAmK/wy/OprQBRawSMOa2vb7orgxpF/c0d519/R7tIUfETUOZRa3zBzvRmDQQVj7LyXDqn0pC8ZViKMs8SM6xC3sW/uH826g9Z0XLcCY9LRFF/s1QR5LL5xtKHdMUHh4O7jqP+UAsENQ+VWoAoAi1NLng9DKa2YQMdpTNdHuPCjRv3V5Lt+7YejlY3TBoBfUbkoaifKebnr5D1ty3OcelRsA8YzuH0wu30wqgRAoZzxDKNZ7rkCyWggn2GkVo64TsRONnrVD/sRKO9XB/dWcxkFzvFnPgBjXCpT1SiKsLtVhc8Di80Rh5uW3u+0uoE6SYUy4Ni+OnuZBU7XOTKiC6PMWTtMScUk2+6mwK2O9L57h/ycfyno/A4xB4x53ZUh0P5l/CoJTqiNy/4OiCKXhE8n/o84p9mNKfY0On2+YbQcYHDkyKsMxFpkgc8I+nF3zJcvbUOXo/oaxm2uuC2ezFoXGHcx1XewqrVq8AYQ6/BOVKL/ckXDER+qREA4Gx1AwitfLe3uNBwuAVaoxoarQCnzQ1HixvgfJ9ZjzsipzNNGuw7a1SonNkXhX1NaKhpwYAxhXA7vWius0e9XZHWP+SEYgCAIPBpERVfXgElqNpjYMkrdhxt+ahDaZIvlCSurviMMTz99NM48cQTUVBQAEEQQv6pVFRnkBJBQXgAyKa7U35X/NhPYgaO59pa7JOUphgptaDY1YdCvUkDlU6A2+nv7urLT067N/aWguCkhGk9j3RI/Q8gWqMKKg0PXsXFPMawo1gUmUxho0TauxcGJea79YdxtLo54ti8jBHj0AjpNFHqRSYK/u6+q1/djXVv7cHqV3ej6rODscfpCNoHvODbO4ppzfJn7SiPVWCLfeAyXY2K7+dfnqVBwYBEJg31YIC9xZ2QYRXyLv4uh8c3VhyA1qBuj8jcRmpQ4YML9m54XCI0OgGMMZgLdDAX6MHzHLxuER6XN2I6lXJN62x4X2fjxgHfPjPl66UYCED0z4WR1r/7y8MAAF6ljCChnQkZmuBhIXE9opmKORnTNWe6uErft99+Ox555BFUVlbi0ksvRW5ubqLTReLEAKm6hrHAwgsnf1+hYm3hDiiopHi7/C1QARddBezqWG8skRjMGpQNyUX191aINg/UGl+NPMBhyIQiqQY+npa4kNh5jIHn+LAPoP4HEL1ZA2erB4LAQ1BzsU3dxOQ9BhRwkLqNsvKmnzwp0pAPvQpq5rtoZeqc27FGxc8ECY3oLbtwKLVgH/V35cHzIq2sq5vmXw0V7NOav2W474h8HPrhOErLc1FQZuzSOuUtrIwxKa+424K/SQHz4Ms/4XrcGUwaqDQ8XHYP1FoBvMAjv7cRgoqHo9WNKfOGoLCPuUvpTJZohvfJGxUEFQde4MLemwKmbY6hYBo4Ll0Ft0uU1n/4x2YY83TQG9XwepQRS6Qz8qEJ9hYXTBp9QMVOqp/ZM1VcBfuXXnoJc+fOxfLlyxOdHtJV8rJ80DkTXLuqSNJFMPrvc/BVWqTqEhF8Q+B4wJSnR9+KPGU8jCewK9OIKaVocTbjyE6nLygUgAFjClAxtSzmce+BQR7bkihPY4Su+AHRZ2WbFesYQ//v96R7i5Iqwnxp8P/R/p5/yIcum4ez0Qu1Br54Dhk553b7hkd1PFIc8LGr3eflD66+B//wD8bRkA87A3xdVAEo5qG3PZJ99Mt0VtfY1XPW32KfDl15Sed0Rl/LsM7QtYjrQGAXf8YY1G1D7Jw2D0oGmAPuq5GyoSFbg/xSI+oPtcDj9gX0s1lc8Li8KO5vRm5x5OneEt0yG+u1KpoKR3+jgiFHC0eLG4KKhypo3LjBrJEqzmLdEvm4dI9LhMvmgUbnW39ziw0uuweCig/o3ZToIU2J5K+AKuhjwvHDLRg8vjgwjf7guR1eshPTMNWTxFWwt9vtmDlzZqLTQhKBhYtU6nvNp0NUfCltsT4NcSlrhQi+IbQ2O3GkuhkA0G9UQUrSJJfIG6ZaI6D/qHwU5HEwZGtht7owYEwh1BoBVZ8djLolLroyTPhCjP8BZO83xwAO0OhVcNk9cFjdUY8xZKy9B0uPwmTxKFJ8HZDnR/nf/iEfLocr4JzOxDm3YzolWerK9V0NVunnf3DNytXCbnVDZ/QV8BNRaaO0FvtYYpsw/7GNUNkoXcO7WGch9d6ign1GSVRhuGJqGRhj+HFLLexWF0x5epQOzkbvYbltv+HPnyxsQxHHcehbkQdDtqZtWJwTWdk6DBhTgJxiQ8cVSgnKkvFcq4KnEPR6xLAVjsGNCn7B96b285XF9PwVOC5dmp9aWr+mbZhE8zEbzAV67KuqC9nO4ZN7xbHXkkuXpZKGJshFMxMCdcWPXVwF+9NOOw3ffPMNrr766kSnhySCPHhewMx3adBi3ybaBxjWFlMgVZsmvyFwPAePywudUQ2X3YOGw75xWtkF+tQkTpLgGk8GaA0q5PXKQr2XAYwF3hiNkW+M7esITEy4oFFce9JDVEwtg8vhwYGdDWhtckCXpYlxjGHgQ0pPwnEcGEt9WMeIrT7+IR+7fUM+BIGXxuZ1JTgUiV+ius9H+2AclTA90hQVMVrqjRtNenzXIy7gdZh1dTV4XlQtZCRdJLqiRq0RUDGlDHqTBi67B4PHF6PuZ6vvnJL/RAeVjCqNgBGTSlHUzwwm+gLwqTQ8avY0dcu5Gc+1Kril3NHihjEvtJeY1KiwuRYAg0YnwOXwhtyb5McjoFt+J+S9Jni173rQanHB1epBaXk2Du9pgqXBDrvVje2rf4bXLSKv1BiwnYwx9Bql7couTLj2wnlgvpFifkR7iSRRiavN6l//+he+/vpr3H///WhoaEh0mkgXMDBZkDzfmdA+j73/O4nRlTnEI4nrwSWF89jLA84wkUkXKrVWgMctwtGFOWUTJa5eEDGuX74fPC4v7FZftNMO59blQv+W3wQ7Gl7hfwAZNb03Tpo9EDMuHYbKmX2jbj0MmDe6h90wpBtriis0OprDfcSUUhT2NQEAbJbO5wHPCArNh/JKO43Od12LNVil/14BQAqo5LS54XWLIQGVotdeOecnqHiICpnLPpZ7WfADb6RFE9ViL/awysxMl8jKaY9LbA/+ZlS3dysP6mHVUUMRY76edDklvhkh/L1FO6qASEQsoOAGBrfTC71J3em1KqDCUZaAcBWOFVPLMGCMrydma3P4e1NAUFhZoTYaUmBEsS0wosh8rwEcqW4Gx3PQ6AQ4Wj1w2jyw1NnBCbIAwnub2mIfKUikismoejOF5j/Ssbha7IcOHQpRFPHnP/8Zf/7zn6HT6SAIgQ/UHMehubk5IYkkMZA9ILQV62G3umFtsEPvD37SxRMkUd0yw4qxZUIqoHGyLmJJbr6Xj2kKuSG0hXJvDzijgNbFBHXjlFbXtj75fpbvB5Wmvb4wUkscQ8fdihnavxDpmDLRF302tyQr9lZcFhiFuqdo35cKmOYvcrkeao2AsiF5KCpSQaURMnbO7YCH5U6/HOHvJAuYj9jlhdctQmtQRdV9Pty9omRgNvqNysP+bxvQ2uyE3hhrb5t2wZcFXlBQxOgYuuJL3+nkepS4Fvv29Sh5jC6JTiJ7YHhk47dFr7wruez3Omixb7+/MKlAz/mHyXRUsA/5I3bya5XXI8Lt9EKj73yoj7yl3KP1Be21WVxwtnhCeompNQJGT+8NY64WWdla5JcZQ9YZrvt4tOeuf1x6fpkRjUdb0XtYHnRZanz6fzuh0QswmDVorrOD4wCVWoC9xe1rVJGuyfaQHlGKIQJoKyLIew12uG9iuY4SAHEW7OfOnZtW3bp7EnmByOPyYt/2ejTX2dDa5MJP2+tgztOjsK/RN4VJnPxdnbRGFbJytXA5vPFHNQ5Of6wnb1sBTd5JIVlZM1KFRsmgbOzf3uAb793WNctl96LXoOyQMUWZRBqjzgJvjIKGBxhDa7Mz7I3Rv0zgysKsX/7dcHPeS90Q492Anhc8D0BAP61UPtQHPPSEeeDztBUgs3J0mVvgiDXvdXBtS9axlFfa8QInnS/RdJ8P1y12/7cN6D8mH6Om94bBpEFBH1Nc6Q133vICr5iCfcyp4LiIz1WJarWSt4q6HB58t/5wzGORqRJAQRI0REPO426/oQYEogwo2EduQJFiuIih8Z2iOTe7MkhMfq3S6IS2tEZ3rfJXLO7f2QB7ixsmtRB5aj74GxUMYc8DJutiHktXfDmN3jcuXWtQ+SosnCLUWgEcx0FQ8b5rseirLPG6vQBUvoYVra+AryThrl8BWTaGlnvSubiO/osvvpjgZJCEkRVs922vx+G9TcjK1UJvUoPjOBypbsbur47ghFkD4lq9vKsTL3BwO70Jnooqtu5YrG2DA4cfJKdkH2nsVv/R+Rg0rhDV2+pgs7qg1avRa1A2+lbkJSUdsUp4V6agFnv/jVi6Me5ouzFqIt8Y29YQ+pcsif7gPJGOaLguglFvAvNN19PTKih9FV8cvG4vdqw5hNoDlsT3uok6MR1/7HWJgKYH3dCj2M5wsSiS2oMKQeM+VRx4nosq5kFwF36RtY1JtXvw8+5GDDu5BDnF4R+M4+VyeGBtcCMrR5v6gmcMXYv91yOgbcrwCAt1uSu+rAJt19oa/FRVH9VY5HB5rLCvCf1GFsCUl5iKN6o06FzwPvJnk0TOcuB1i1LhXF6wDxk6FenW2TbnvciY9B2O6zz+RSLiBAS0vLu9YF4Gm9UFt83baXwWf0t5r0E5OLa/Gf1HF8Kcr+swrRGHzMgK8/Hevvy/IXqZr8JCy8PlFAHON+TIYNKiuc4G/1hU/zV54NiCLjXcJUP4Xh8RCvmRlk1CujKVsqp1SAL4LqZOmxv1P1uh0atgMGlgs7ikoG5HfmyGzRJf9GF5VyeXwyNdfBI1FVUskYT935N3qU5WGUD+kAr4blr+7Tz6kwUzLh0Gc6EeLpsH2UUGOFrdUvpSLdxFNRHax2r7/ue/MZYMykbtfgsGjS1CVk6kIC4RHlzlNdwBY8HDdMVPxAb1tEH2bRV/B3cdR0NNCww52q7PJR5vUjqosbdZXLA0OMBn62AwdxwIKFMKBJ1lZxYwl2m7hM4LH4G/cu6n7eHnIw5Hfq9wtLrRXGuD2+UF8wJejxc/6QQU9jPFnyjZ/vIXPPdtr4PL4cXezce6v6IqOHnx9i3mQhdJVGRo//JOm7t9vmyjGi6bR+pdFq6CXp7HDNka1B9qwZEfm/HDxmPI62Xo0r5OdsVUJoi0j6RZdxJ4C2tpdMDR6gbHc0EFe8j+7qDFHm3BWcX2rvgA2lqYo6nlijvpANqvVQfaWt6zsrUh16qO7hk6Y/gI7rGQhryAxd2rQpQV7E15GhQPyEb1tjrYW9wQvSI0WSqoLSqAY3C0uqQAwsMn90Jjk8Jin4XbB2KYL3S0sDJCp6SFuAv2FosFjz76KP773//iwIEDAIB+/frh3HPPxS233AKz2ZywRJLo+SpJObjsHnhcXuiztb4u05yvBVStFeB2eeIugAePKfefjomeiiqm7ljyltckldHkD6k2qwuChwc0gRUaurYxTnqjur1grwQJ7q7nPzaR5oHXZbUF3ukgf4UMmQiIHNX2lj9qfaR1hBkvGi15XUFPaRAGfMfO2TZjgzZL7XsAk1VSJabXTZRpCRhf7vvb/wD78w8NaGmxQmAtKOmfjfzexpCH/EwoEHQ17wUHi3K0ujssoMVLPu6zudaGgWOLOl2v/F5hbXDAZnFBpeHB8Tw4gcfxmlbs3XgM+RcY409Y2znsL3jyag46oxrguG6vqAoRQ4VqtB3Nut5i7/u/y+6By+GFuUADr7ttLHKEuAnyPKbWCqj/2QpHixu8iofXLcLrZV3a191RMZXuIu0jp82Nov7ZCWmx919Pf9xyDKLXN51d01EbCvoYIaiFwEjvYgdDHnl/BT0CpsTj+U7iXyToPuy/VpUOycHRn5rRe1ge8nplAYjuniFVokUxNV+k70jBKVn7vS3Waz3z+gv2vpN2yIRi2C0utDa7YG9xw2DWYtjEEpjydcgu1COvl2+svygqrwQcbjhC7C32PehBrYviiop/+PBhjB07FnfffTdaWlowadIkTJo0Ca2trViyZAnGjRuHI0eOJDqtJEoc7xufI2gEuJ1e8AIPY64WPO+7sKk18RfA/V2dHFa3r+bQw7oQ1ThUrOORQqIJJ+nkD6zQ8P0SEFih4b+ZxRQQqxtI+yRRifGvJ9KNXep1Ef0PhpvmST6GP+zPdCWKblsFWE9rsAdDW6Wf6Ose7WHSw1aHMxgkKS3Bf/sfYBnjoNGrwAs8an5owq61NSGLS98FkJWrlQpz4b6rXLFlvuD6S/lsFF6vCI9LBBNZ0o6lLstXsIjmOu+/V7Q2OtHa5ATHcxC9vu69pjwdtFkqHN1niXtWFf8+CJyDWgNeHiE6yqj9yRDTvYwFTXYXvEyCW+w1ehXUWt/9TB7BO1wFvTyPuR2+PMWrOKg0PDxuLzRaIe59HTBcQ6+CvcUNvbHzKOY9iXwfCQInVcTqTGoc/cnii4CegHuYr1BfC8YAY56vC/qBnQ04uOu47wtBvxFuHnugrcOJ6K/8b3+fF7ioguclqqLdH9lfl9Xe8u6/Z4DjfNsY7p4RVaeCjr8U0FU/3hZ71t5iDwCCmsegcUWYcekwVEwuxSkXDsLwU0phMGuRWxxHAOEUkB//qMfYx1BBSnziKtjfcccdOHr0KD744AN89913ePfdd/Huu+9i165d+O9//4ujR4/iD3/4Q6LTSqLRlvm1BjUKehvhsnlgs7h8BXCrWwrq1pWLgH86DsZ8N32wBE5FFfPJ62vq4JLc+up/SLVbXJGnaWJhLt5KuBol6cIojYGPNB60szSFDYgXZrkIK2q/ScTRYi9FXYx50bSny1JDpeHhdPiiH8cSDC2Rgmvs5Q+wuiwVOJ6D3qSGxqAKeciXf1el9gWsVEJhLlYxBRAK83lohSOiDhYVDxb2BI2sYmoZyobmgIlMOt6mPC1yig2+KUFdXah8YAwcuICCJ8/7AkoxlrzKjRiSF/13ZcMs/FHFQz6PcZ3h+K+ZWoMvDozD6obN6oLoFWGzhq+gl+cxj0eEKAKcwMPjEn2BvNRC3Ps6eLpYJjJfbzfm616cqmOnJAEVKy5RCm7ne+2Fy+7pcou9/3qqzVJDa/D1zNAa1FAbVGg43AKnzR10vWYR750c116Alxf+OZ6P2MKdjDgqwTF4pG00+u4tHB++ArCjBgP/tJ12izvid+TvdzSla6fpl1rs2yveOI5DVo4W5gJfUL2uxBnqTuGSF3NPS2VvoqLE1RX/448/xi233IJZs2aFfHb22WfjpptuwrPPPtvlxJHYMbR3ke4/qgA8z8F63ImWRgcEtYBeg7Ix9OSSLv2GWiNgzGl9oDOqIXoZ+o8qSFhtYVTdoIK/3w1d8QHfQ6ooMlRvrW2LURA4dosBgKiMsrxcosZnBq8vUle8aFqqQj4KFxU/KDhfyDrEwP/HhPl6BPjHA/YkOqMa+aVG1B9qAcf7WgKiCYaWaMG7XT7cxePxguN83TfVGl4qNPjTFjAFm9Ob8Fgf3aaLWS8wWJQI5hVht7rgiiJYVDz85fpopxVVawSMPb0fDu9paguep4IxVwuO8wVe7XLlAwfoje0FT380aNHLur2iKhYhY3yZrIcSF+YeEuN9MRImtnWJFhmGTuwFlUbAT1X1cNjdMOaGD3Yqz2O+ey3gtvvOOYPZV0los7ji2tfySgNBxcHaYIfT5mnLXzyqt9XBXKhPm6E1yRBQeSe7YPimlhWg0au6nC/811O9WQOnzSMVyNVqHs5WN1x2T+AYe1nE+xCcvMU+yq74LOKLuAU/h/i30ZCjhaPFDZWGBy9EngpPvk+Du/DzAgdjri5scL3gYxHvsZGPsZe2x1/513YOt38W1090HybbBumt8H+HLpoelRdKElfBvrW1FcXFxRE/LykpQWtra9yJIl0gO/kFFY/yE0tgLtDDbnVBrVOhoaYFKnXXb5Kil0k1u4l9eGSy/0b39cDgeck7+dUaAaNn9IbBrIFKLaB0SOjQg+AWLWVci5LTZN+lypS21raQdbV9BsTSFb8L29XDWuwZ8z1g9a3Ig8Gswc/fH4et2RlSSdU9iZGniwU+wHIAr+IADnA5vdAbNQGFBvl35a1CSi7MdabT7p2Qn3Pt35WCRe1qCxaVk7xjGfCwHOW5YzBrUDzAjJo9TfC4vPC6RbicvilBew/NDRjLHU8QRHnBk4kMoldEa7MLHkdyKjeiFe76FGmMb0EfEzSC777c0fCgRHTF93eJFgQelTP7IqfYAEu9Hf1GFiC7UB92OX9e2vdtvW82nLa0a7NUHU9r2gn5sbO3OGGzuH0R1HnAYFLh5++OQ6MTevRYe/k+EhmDnmuPgF42NAdagzrmW3vwuRZYeYC2GWMAl8MLlZr3VR4EFcT4SF3xZdHvg7viy6fSk6dBb2zvLp+oxxSp4r9thdI22gIDGwffM8L9fnCMg1aLC0eqm6E3qzGxbHDAd0X5fhLbT+VYzl1f7Ju29bWNsZcPO/X1TGJS4V/phd72BrvQ96JfSdfTkSmBdjsTV8F+xIgReOONN3DttddCowncOW63G2+88QZGjBiRkASS2AQ+/Pn+ZzD7MrHXLaIhQcNPpWipCb6gSKuLZbVtU6k4bW4cP9wKc4E+aSctE33dGI3hplNquxgrLchHe4t9glccYfhD1Mcwwtz0LOgLkVbTlVYK1tatracV7NHW0iqoBQyb2As5JQaoNQJ6De56fIzYkxJ4/AIeYMGgzWFwtHjgsnkxeFxg+uTf5QQOKlV0U7ApWpzZ2R8sqqw8F0eqm9BneD5ySwyJTZufrPdPuKn3Iuk/ugC84JtutbXZCbVWhV6DsjF4QnHcQRB99zrf3/6CZ82eJjha3NAZNd1fURUugUEiBUGzNNgxfGKp70sd7NauXsOZyCCoOHjc7eefWiN0GgXcn8dye2Vh5xc/o+5AC1wOD47XtCIr14NhE3vFva8rppbB5fDg29U1YIxBUPPIMmtQ2M8MR6u7WwN6KlXF1DIwxvDjllrYLE5kZeswaFwh+ozIg6XeEfW9sKNzraw8F3u+OQaO8/Xqcto9cNk8KBmY7Zs+LajBInKLfaSu+ByYKIZNQ+mQHJjydBDUQsJ6XQZ3qfffM/Z+cwzg4Ask7fSG3DOCK+TkXfjVWgG8yjdEzGVz49g+a+gMU8HR3uN4/vIfT5WKD2ix9+9zf+8HeXwMZYvcYs9x0fW67MomZkKg3VjEVbC/4447MH/+fJx44om47rrrUF5eDgD44Ycf8NRTT+Hbb7/FW2+9ldCEkijJavUidmFOQAlPuth0eU1BWMgfnfK6vdjxhW+qI0HgoM1SJ+2k7WhMk7+Lqv8YKKYSNdEF+7b1tN/Xg0v2/v910L0qzHvBLVXB0+mFrCNMLXDU/DcVKOg4dRP/w4G/140pLzVzfgd37QTaHmBFhr1ba+FyeiEA6DU4O2yhQZqCraoOdqsbxrzOp2BTmkS2tOiM6i5P0xStWJMtCDyGntwLBX1MyMrWIitbi+Z6O1RqPv6o6LI0+Aue5SeW4MDOepjydOg9LC+OLUuc4ArV4OjyAKTzru5gCwaM9rUkhqswiXWIWjB/S5W9xd02XKF9+IpHqqTvfD2Hvj+OpmMOZOVqYRJ0cNm94FUcBIGP+16r1ggYNLYI+75tAM8DGr0aGr0AXuDSb2hNkviGP/aF3qSBSsWjtNzX06W5zg4g+uuI/FzLytXC5fBK51rF1DI47R4c3NWA1iYHAKBkUPb/s/fnwZYkd304+sna66x377739t49PUvPjGZGI2mQYLQg4AXy/uxnsHEIFHYgTNjGBmMR2BgZCAIcgGwcBtuYQMYGPxMOzLMdhP3D2sFISLP3LL1v997uu5+19sr3R1ZmZdWpOsvt29sw34iZPvecqqzMrMxvftfPF0cem0meITU0LMcekse+ABW/bL/PLFZx/Kn5CWZlOAkFXdoz3Ih09bUt9Fou7FpBdFPOMSGnKbjdAJUmS50pqzCV8djTXJTTmMQNI6rOKk+I+3kofhJ1k3rsx2/7XlCRs4ef+UQhw2XFzD20FLRxGP1pq7yxJ8X+r/yVv4Jer4dPfepT+OQnPymVvaJYWFjAr//6r+Mv/+W/vK8dfYfGJDlEMr9X9tE7GU0gDOyFxmVUlFJcfnkTNy+3AQDVaQthEN+xTTuUkVLOyPf1kftH+5VjD25pLS53Ny4K/4DBn+R/HwHOd7thaCMMB29HokhTHMRavkfVcbLvLfUeHntyDlEYQ58OML+wwCzsBUqD8CIerKK36+HYk/uH9XE3iUOlTeTRKbj2bnhv9rrnKJhgb1Z0TB+sQFEVtDYdOJ1AQrRnXsHbKb1YaRiYXa4hCu+HTZ19HzIuhNsLoGoKVF1hyuu2m4YIk4L53WPaUd5TFUUxFo42sHhqCnECVpfJ4R1C/baP9SttmFUNhqWBEEA3NSgauW2vul03YFZUBF4MVSdizvaaWvN2DLmliSG22pTHNKi8llGmAoGlwu0GrJoI0r322AeW0Jy3MXeohvaWC0IIS92IKPLe1tI69gpBnCij+VB8p5vud6KwdioNA5RSbK12sXR6CrUpcw+zM0i0IKhUN1Sc+eZlNOZs2DUd80capeuD35dPU+BrM/AiaIY6sDYzZQGl1MyJQvGTvqu6At8Nxf2yx56DTWY6dZ8SLZgD/lkhZHj3afbjpGpM3qAa+tE9Ke97N2nPdey/93u/F9/zPd+Dr3/965k69s8++yw0bc/NvkO3SRRpiOTAXtlHxV5G6txPmtS66XQDbFxvw6rpoDGFoimoJABKd2LTjiPYcqsijeh9wW9vqyxcYYPsn1LsrHFe4TiMfJTH/jas1SJfjQy3Fr/tiALcJ3jPEXXlA5umSsiV1zbhtn1UlmP0bypYONYY2oxZYcrFA3s4D4KgF9MIqSZlnYON7ZeiQwc+jHmfJJTKy83tBSlgoh/D6weoTVvjeWpL+qCbKryeN1kH7wDl34esIMhQLBwETZTl2sdQ/LynqrXpYOWtXYRehPnD9dRAP0bbTsdH6Mcwq8yjDgC+w9Dae7vebXnVKw0DB481cemljcQApO0ptebtHHIbF7ygSaLWMuCkQQRKgTikmb2mm2wdzh2qI/BiuL2AKZE5xd7thkkt9WJ+UhaK73bZfq9Om3A6rG3NUGFYGjpbbgLSt08OiBJjWBwzA0lzvlLY9/x9+RB+s6LB7bEKU8unpwfayNur9zIaPn+arjBeEdNsjn1ibLnXxvmxqUAGTT32I26VZpC9k8kUmQzQboLxYuIBBNqdgG5LA9c0Dc899xyee+65/erPO3S7lPfYS3ugLHJ6LyQLBHeCxu2i1w8QejFqMxrcbiA4x53atPEwr5hklRyVDnE3aU+4BeMQSRTEsoN4TCts5mua/jYKdDt97F4GxjbHn7o69mJy7wePffZvroQQjcCeMkGIh+uvb8PpBDj59EJ5O7eJCH0vieeqMrCk0eMYtieKPPb7rujs1UhIUwFOHqtZ0YSyqxmKKFU3rqe2yGuoGSp6bQ8b1zuoNvcnzWQvhpFhGBKUUlhVXSivc4drsBIAsaL0IMHCJ1jr2ZKQCojKFGZFIdha7aHf9mFVxxcB7boBzVAQeBHqs6waBRDtG2DlQ+85AKfrY3utn8kjnyS15u0cckuL+HXOEzpsnWYAR5NtE0cxAj8W7893UzBSDo5HFCKMj5yfXHhhHTSiqDTXBvgJIUSUast77HVLhWYq8PrcC81+85xQgPTtF5XJaqMiVIrkJTmEv7vjQksqTJ169+C5lPXYpw1Ocs7y+dMMJR0LTQ0lRCGgQSyuu9+piH8Jj706ojIRLfk8JsnrXlFIZs09qEC7o2isXfSlL30JAPD8889n/h5F/Pp36O5SCpxMC3/YD4NommO/v4xFML8xO2naOjRTlcKV2Pd3rI6zKLFWYD1P5iKOedTEfcJ0c4f/vlLBMMd9TF4oz9dvHjsUfw+Kaeqxn/zeB5lkq/+4Ibh3ri/pc51OqoSwyBsCraIhqinYWu2i1/JQbRaHaFLxvweQ6GgDlrh0zPckX7bfik5RSOV49zGPvdjiye1WTRfKrmooAKXot/2xUNaLzp7Ai/DmH6/hyiubUDUFZkW7LUPGbRlGShQEADj/9QQEbYoprzNLVWSYUX5oYt7H7zv3VHHvKOfVhqWi0w/gdn2EgVSua0TblQTQ7vrr2+i3fagqgddnKPan3r1w2wYUVVdw4ukFHHuSIvSLvaHDSDZkWFUNhJAHKuR2lPFoWIRV4EV46Q+uDV2nGcMSKDRdQa/tIw6o2GteP2Ch0WAKFwAoSmp85PwEACpJyPwAP5Eiq/M59mZFx9JDSelEMGT9fuTD6wSYXaoxkL59ojwqPicZZb74xsH7dEPFmW9hIfz1GQuaobI9oA+6m/MpZnTg02gSOfaamvQ5a/jlJSsfFFR8FKRFMABWsKjJMbtPk/NhEiNrHmhXVd8GQLsjaCzF/kMf+hAIIXAcB4ZhiL/LiB/iURTtW0ffodGUokxK4U8lmsvthmZy5rjvofg8Z6zk93y/zaqG+SN13LrcBqW0FOl03/o3zGPFD4QYwIhSbXeTxJzuU194OyT3t/xE9n35AwsPuXyUQwnqftqP2x/QfQVyeDdIREMwhGLg3nu8CWEpNTxczun6UFS2gQxLg9MO4HT8csU+8WY8iERBJzQuDT935X9lNGdCmMf8thWdAmV1rNsoMvtZ9opxZffKq6xcX90orqc+Dp398gquvroFgI01iuhtGTJuxzBSxFd0Q8W7PnIYVk2HohAceoSVnVw5t5MaeArTg6jgVeMCSHFPldtLjN7Jke0nucGGreVC8Ue/1JNPzyMOY3S2PfRaLN3hxNN7B6yUz3O+FeyaDkWdXC6RQ26dDqtTblb0+z7kdlzjUZEBm7+zq69tYedmf+Q6PfP8MuKY4uIL63C7AXRLy+y1OKYgKvcKs3u4Qa7fTvPj4ygWhjMgy09k1SBTxz5p99H3LyIKYlx5dRO9tofalIXjT7FSi/t5Hqfgednvx1WGB6JmkhD+6YNVhH6Eftsv5IOZkm4xUpT8CcYlUPG5xz6KQeN0PpU8eN59EopfplfQApmQxgB4YaJhDvvktyiI8PLnruPmxdbERtY80G7dePCAdiehsRT7z3/+8wAgStvxv9+h+4yEmTT3t/R1FLBDZPNG57ZCMzk40b7L07zBHKMaVv/35DMLqM9YOP/1dfR2Xdj1O1jHeQQqPr9mmOHrrtOd8tiTQS87e874fRr4Wvp+1ByWWeTHoVTRuI8iK+4CUYANmcge+3vUlzhNWbGqegpQJPXH91gdZas6RCB/wF/fJNE9w7ZEnDPQCI/tlAmnG0AzKBT19tKUyvJWR9+IxLiQc9kjBUE8cLyJjWttHH/XPOozVmlTcpsycUOG3TAQhTGIQlBJ8tb3YsjIg42BTGoYKd5fMWUKgl3T0/tlvlcwNkqZly5KPHfjlBpMc4PXAcLK3Lm9AJEf4+DJJsyKht6uj86Wk9QpH9kkNF3FQ+85iOa8jZ21Hjo7Lh5694FCz+UwKjrPZxarOHiiOVE7Mg1gGCTjud9Dbsc1HqVKXPZFef0AW6td2A0DqkYyeCP5daobKo49MYc4orCqGqyqkQknpzHz0APZsG9CCNyebDjxBS/K85OMY0lW8hUW4dFad3DsyTnUZy3EEcWxJ+agmypuvLXD7t0vxZ7PV14+GaEMl/E4OVop/Vx+fz4dcxKWKaPie/0Amze6CP1YVDzh6Q5lY7zbNNI4VWAQppQZKEcbKdlN185uY3u1B6sxuZFVBtptbzo4+cztRxjdzzSWYv/BD35w6N/v0P1FmTL28p4hbHNs3uiiOm3eVmhmfKdR8XMNj6r/+9RHj6DSNGFYKhaOliOd3i6NU14klhSW+8EbvO859pLXF0UW9jGeN7A2IQm0ov3h7XAwob2WuyPCXPyniJJxE4zvubiDXQHA1pFVTUOyY0qh6ARBP4TfjTF3qD5Qwk32DFBK77lgs2ei2L/onty+G0BzTuh2FB3xiIk99kkoPpDk0Q+2Y09Yri/PQzIe226Q5vHv0ZAxgGKvK8xLOWZ7ZWllRQa1zFhKeBJRCBDRieY+W97Lg6IoOPL4DA6enMKb/3cNG9c68PohVF1Be9PB099+dKSBn0gGDt+L9rT3is7za2e34fVDPPL+xT2dm/lQc0XRxw653Q9wyb20IRuP7JrOjFF6sVKeKnEpUQr4TojQj6EbKnuXmgLNUAfWqQAnfXUTbieA3dBh1w1Up00052yGTh9TkESzz+TYK4BZYcZXtx9kUrrK+AkRhn+m+L32pbQksaIpaMzaOPauOdE3dtP+KallCvxecuzl9rK5XwUOnuQ6ls9N98Q0aUwRhzFe+8INXHhhnb0LAhw41sD0YjWtVCBuGLvpO0KjjFOFKVzSGhoa3UlT45VVMxIgQbqn6DOzoqE2Y92VkrD3kvaEVPGRj3wEP/7jP45v/dZvLfz985//PH7qp34Kn/vc526rc+/QZCQLykXkdNjmMKvabZcWiiI6HDhtj1SEip85/Oo6oiDO1P899gQrE2TXdNSm72xN7qFI4jS9RtHuI42RK8D71RxSw8XtgM+NKnc3EJqf78c+lLsrAqp621MicEWjcg3vOKUhxZTSTP6x0/JhzgNHn5jF7FJNvOMiz0C1aeLI47P3ahC3TeUpLUNoiKeIt8MVnQtfXwfFPqUpFQloE9w3iJuRtlMWOjuMZB6SBwe7XY9t3gOM22yPEy1SLCQvfGE4Mk09qJOkzuiGikffv4TGnC3m/uCJJl753HWsvLUDo6qh0jTh9QNceWULhqUNNfAPO/fGpfx5TmMmpAduiM0bXXi9MK0QMCFxHnLhG+vot3xUmsOj9/YDXPJ22pCjarq7Hip1Iy2BmDMepWBwWeXIsDVohgK3H4CAiNeRX6cCnFQlsBs6ujsebl5q4+alNmaXq1g+PY35o3WoGlPsZRA9AsCqMOPrhW+sg1IKw1ILDSdyCD+ns19ewZWXNwEAlSmWbrV2sQUAOP7k3ICXez8onaZiw1rpui3xxsv8taiUXv65PKVhL8bQOKK49voWtlf7ACGoNE30Oz5uvLmL2vQKTj6zMGDguVeUB+kMgxiGpcJ3Qlx7fRun33uwkLeLSiljOOy58cqwmPEqCuNC49UoEuqFlHLydqTJ4qcS+sIXvoBbt26V/r6+vo4vfvGLe+7UO3RniJerMSwNfj+E0/EBMI9G4KV/j9VW20d31xPopvtNMp/ih59pa4iCGE4nYCVLbA2hH8FP6v9yQJE7SYIxDcl3ozHd3xPqNolCUh72Y34oJCF0cJxiHkZ1Kkf5Mo0kE3pS0MRtDEX2ONxra/fdJAoMRJPcqxx7ljOYGod4uNyTHz6E93zsGJ780DIe/+AyVF0VfRXgTYSgNmMBhGD1/C6uvrp5T8Zwu8TW4QS8YsilqdCUvs8zzy/j+NNzAMByoiluK01p0nKk/B6KFF07W9t5yDMmJG7IcDsBE/6CWCgey6enJjZkZNsLEE7YXhkfLFLQstEHBelNSEOkJ52eKIhhVnTUZ0yYtgavH2Djegd6RYOZKIVmRYdZ07FybpflDo9BI9hzKcnneeBF4nm6pSEMInhOsGevLech7/rIYTz9bUfw4e95BE999Eipgl3ETy6+sIGzX1oZ+5m304bAQeizFCS+NoqMR0XlXSlYWsfsUk2s08gfXKf5tJJ+J2Cl7FSmiHEsiksvbAhPvZILxadgxtfj72L8pN8u4yfZHH3x7IYOs6JD0QisCiuZuLXaRXfHyxr+9uk4KvXYj3AIyKH4/baPrZUu+m2/OPWviH8lEZsiOmkPteb7HR9bKz0GBFnRoCQVLcyqhpVzuwNy970Ez5P3s9cPsHWjg5VzO9i92cfG1TZe/H+uCiyPfI49m6fR4HlWVYdmKCL6bNg+GUb7Xvr5PqU915YYJoxcuHAB9Xp9r02/Q3slzhzl2qE5j4ZmKPDdEIalIcHOmmhzcOv0+a/fQhwyz7TT8fetTiwtABqRPSe6qSbX0bT+Ly8TpJA7rqRwxlBUU5ZTHNMCz9Q9JJrOzbj5mRM1XzbGkWMvMQqIQ768mUzZlL2889R6MPm9DzLxcUsm3XuJik9AQEn2+aatYepABU4UpfsophnhVNUUBH4khNbNFVa+68HLm6PSNhjxHkb9XCC06IaKJz98GNWmCbtuYP5w/fbmaIhCPuoeXoVCzn/O5FyWeMFKQ5yz2jCA1GN78cWNPZdMK2rv/DcYin1tag/t5cYjQoFzZctS8LyiNihIoilNul95ZE4UMHXZ64cI/QhW3UAcU+iJh9a0VLi9YKj3i8pW4j0aRuXznNfpBgDfTc7zin7byp1R0VAZERIv8xPdYLnMlQSgc9wIxrzCHAZRaRRkv+1j60YXYcvAzGJN1IBfPj2N819fB0ZE1QxLAzxyZgZWVcPK+V30Wi7sWjZSQU4r6e66cLs+NEMFjSmiMIZhqlA1BevXOjiWKO6KBKJHFAjj65lvWUZ1ysTUQgWNJIRfJhHNl3zIV2egCeibYWnod3z0Wp4oc3cnPPaDqPiJDDdEboiCCG/84Sq213oiCmP6YBULR+uFbWafSzPGkHx/xiGn4zODnK1l0ooMS0XghfASZxaAtNLIPSK+n51egM6WK6oFKIoCAgWr53bh9UIcf2o+a5RK5kkYe0uIlwadXaph80Y3MRjp6MeTI9unxp77QC6/gzS2Yv/Zz34Wn/3sZ8XfP/3TP41/9+/+3cB1u7u7eOWVV/Cd3/md+9PDd2hsGmXlrjQMzC7XsHGtiyhMSo1MWPbh7JdXcOEb66y9pgG3F9yROrHyRpdz50I/EkJ+4ESZ+r+KSu44OmgZgE227/eXvsgYKIB4f/h/RrgriPkpyp8t6tMA5XPuh0wiN6woCtnzmDja731hfLlbxJUs+at7OXwFIHG2jq2sr8lRFZmc56TMFsCETbfr37eo16MoNQKOce1QVPyyH1h+7PSBym3Pj9DHJ8kXFdcSUTariBMJkKmEt44KcS7qgwBJWqzC6wUCdX6vxNuz6wbiKMbRx+cmECLTkWW/L/DkS3+UpQelaStjPV5QnADdhonXzK7p0E0W0mraGgO+cyN47hgGfipFa+3RQCyf53KJQ78X4sCJBuy6kUHr3xPR0WtU5idhEImzfZLwXrmNwI8Q+jHMSrYN3VTxyuev462vriHSevC3V2A3TDz83EE8+eHDOPP8MkI/wuVXNoeC/9KCSA++blRdxalnD2BmuQarqg/gDMnGlCigiCNAMxUETgSiKFB1FZoBdLdd+Ik3OFPPnqQ8Oo5YlMD84XoxaCLn3cn9/Nm+G6W54ZQiDGNoSdqBlEe6b+dRUYQDgLT2+xB/xLWz29i41kFt1hI549df34bbDbBwtCFdW8DHYrCSgVzhpiXpNUPIsDVoJvNQEwUiFcj3IximhkrDgO86AMaoA3+HqdIwMH+kgXNfW0O/HaQGozhGc96GVdextdrF0ukp1KbTyjZyCdRRcjshBEfOzKA6ZeDa69votz3UZyZHti+STfcDX+N+o7EV+36/j42NDfF3p9OBomQ3NSEE1WoVn/zkJ/ETP/ET+9fLd2g8Eryx/MA9+vgsKg0Dq+dbcLo+NGN8D4Qon1RleXGqocCkLLRqv+rEljGofEmkasMcqP9LCEnzp+4QZQFU8j9Kn+8jxT7Nz6QsheD2AyvSwxsFB9aYr6Asx16sgWHAKslBoCgTnpiii3+KlPkcsby2dPLvaSg+AFoQPSCcglLkiyycxhFDeAeAwI+g6up9i3o9jDJGsnFoCO5EOZpzuadvUhqFKF14T/IvUdK0i0JvWs6LPw5aeNlRV6kbMCxt3wQ1s6JB05WJ2itDwy4KBWa4JdJg8soI9pZjD2BASa40TRw43sTlJOfZrunw+gFoDBx97+xwQEC5nyOAr4YJzPnzXDc1HH50GsuPzCRtTjTEwX7S0SCDMj9R1DQEfJIIxoE2kkbkNs5+eQVnv7QK3w1gH2BKdL/l4+yXVqCqCp766BE8/vwh1GYsmLaGA8ebJXXs+diy33OlMUxSLprzg170jHMkYJFQgRshjmJUp0xohiI8rXzcIhRfAr0E0vWklOQoy1gR+WcTlUCLqciZXjhSz1Rk2C+HCE//4Z9lGuWccXsMi8qoMv4RRwzTyXdCbK122XpNolMLRZOYMoM1j04CoE4op5i2hoUjDaxf7TDgQkuDm6RZHH9iDtWmid11rtgr+8Lb90Lc+HrrSgueEyaOtxiarqI+a2F6sYo4itHZcuHnKt6IUPwk5KC0VB5lZ4eqq3jkmxbRXKjAd0KceGohYygYh+R02f3A17hfaWzF/gd+4AfwAz/wAwCA48eP41/8i3+BP/fn/twd69g7tHcaxhxVTcGj71/C0qkp7K73cezJeTRmxygthNQ6bTcMeP1QHPCmraG36+2vxyzHqPIlkRZPTmH+SD1T/1dRye1b+kd1SyoGIMA/Cro8Kj/8bhKFpCDtU4fSdNDBnLi9PiNvJBjLY7/HKA2hUO3NLvDAEn8394PHXigJshCeOncz/1I6CAZnVnT0Wh78fojFU8XC8H1PdHy9nu3jERfI/+Z/3tcXPUFb0v4kY1QA4LmtMsCaXOqJG5GHEVH2z2DFlcSJ8VtK3ocwPscF1wLFL5mmitbEofhhDM1QEPqxaP7wozPYXe+jt+uhu+sCAI4+PjPawE+ld1hC4wjM/DxfONbA5vUOTr37AJyOD7cXlIcsTEJjeOxlhVPRWDTJOBGMeQVEVlpVNdsGAFw7u8W806YCQphDhCgst52DixHComoas9aQNIgCg1BitKcRRZS837J1KoOTqjpJ8qJVVKdM0efZpZoEgpeUp9vog1II73wcxQxQr6RMmQDPk36XDTn9lgdVU3HsiVnMHa4jCuMUsG+fCtnzvc8NieJ7ytIAhi0xrxcg9GNUGibCIIbT9lGdNqGbaaqKxmXmgjYopYnHPk0NJRNGIsQxxYln5lGftXDpJZZWpKgKDj82uEdlo9TdJtn4On2wiq0bPcRxDMPWBHq/02UpN8yAI69dFoofBhHO/8ktdLbdUn7B1xKPFjErSQnSSSnhuXFM8eYfro5VZvJBpD3l2F++fHm/+/EO7SdJ/DavHAllvMpKC1mV8ZeAsE4noVpc0NjPOrHCk1Pyu1XVUJ+1YfJ+y4qggjvvsc97mEoE7Uksz3c8FIhSYV3fF9le0jCYrbXAvST/W9pGyfcJDQO3EwemStLSixMSB275U0WSQSPzdUxLBbU72RemgKWCiXjVfH3lDGRnnl9G4EW48uomnLaH6rSFxZNNHH2AUfHBPWK3uTnLQk/H2o9jPwTFzxh6SyrcAiRRlAf7Kn8nhzhHYQy3G6DSMDIhzsNoX/FWuB4+4dlSdpYVVfOgQCb9ZGAtSAr1pIbMOKTQbRWhHyMKIrz25RWsvLUDpxPAsFl52OmDVRx6ZHpvnqpcV8etyw4wUCxe4pC/0/3AT6MF/SoiriRdemkTnuNDN8vDe8sMFg8/dzBpYwNOJ0DdSNtobzjMCYLEq+4CsR9D1RVEIYXXZ4oiTyccZjyKC6MFWUplHNEUoKxkfeiGind95DCsmg6zomHjWhc33tqB0/FRm2aRm/U5C0TJlqcjhEBRgfkjjcQDS0u99TLJsic35Bx6dAar53Zg2BoOPzKDrZUuSxWRPPb7wqZ4e2qWD4hSdFo5f+BVBnw3hGGrokHfjaDpCqvYIF5F2gaX45xuAEVBhqezc26C/kcUhskqVMwdqqGz40HTFcwfrkM31IwD616F4svGV6vGqlU15iy0Nx24vRCeE8J3I2EwMit6jt+zNXLhhXWsnNtFY94u5hc0XUsyDw78SGAzjEt8nuS+8/nba4Ww+5H2DJ7HqdPpoNVqIY4HV+2RIw+21eNBozScaQjTTUyYfIFzYJ1xiFunz33tFoiCJE+P5bqeevfC/myEnKCXHws/3AQAEZDJ6brTYcVxTAX6fkwpVI7knmOs4+TN3q1QINljvx+nZkaRT6MPh19X0KcByoHNyN7agfuT7xSFIBrW2aEdIEP7/3YkbpPJs4g7Aao4si9J2AR761mNMQ3Fl69lAuLD7zuI+qyFKIhx9PFZbFzv3leYFpMQ43F7ubGoreIfhV5/u4YDObx1Aj4rh9kOOOTo4HX5tAs98cyEYYwoiIURubPllhpW97NCSrbM1SQGsGIrSObskmjUOtgrIGsUxaiaDLjs2tltbK32oFsq7LoORVVw82IbXj/EoYenx2qPCKMb+1vuTR5MbqTALBmdmKAPsDCqiYaYoUlST2RMhtZ6H6fefaBUjhllsJg+WEVrI9uGXTdgVjS0t10gpNB15jQMA8b7zAqrJU9zck3huIpQ8amUopG7rrANyjyeC0fqOP7kPJYemkJnyxHYEZdf2QRRSKY8HQO983HjzR2c/dIKDj0yA3VIOV+xPgoiO5rzNjavd+A7TPFTNAVRFKfGvyT64HYpW0s+/Z7zBFVTSufJrGiYXaph/WqHGQCiBAOiz/LrraqOMEhDN/NyXEwp5pZrOPH0PBQ1jUSIJ9DsnW4AGvuoTpmoNFi4ubw2RJpE8vlOO7QK+ygZX/k7m1mqAABa6310t13UZ2yceJpFBeeN15RS+P0QG1fbMGwtSQkKByKz5PLKfJx+P8TGtQ7IUTJZehQd7Hu/44v5nLR83v1Ke1bsf+VXfgW/+Iu/iEuXLpVeE0V7ErnfodukUXo9B+IAJvdCnHl+GW43wPU3d1i5EwAnn9476nCeRnnERZ5XlCaccYXk7pS7Y9bqOKbZfPUBKW10W1xQMGvanQ0FiqXDf18SbQcVr8zPY3oIB6JJpPazvw82JA5ulRSWHhxFskL1pyrfng81GXwKZnQPupLk2FHJuCK6IbyXgwaywItgVnSoKkmjhB70VzjCwDTOvi1VaPbr5RYo4ZPcJ7AdqOzNpgPX0RioTg8CpvZ2PSDGWECvhOyfkTevGKhjKvZlcnxhjm/GQj04vxRUyrEf6/EA2DlJKZJIO5Y7zDy2OtxegFqCVL610oPTCdCYs4ePSe5XQdkSWWD2nBCEYGi9aYFDIP5PkmZvR7Pn3Rq/DbOiiciBIsrX6o7CeMBgYdhJG7W0jUrDwJEzs9i52YfbC2DQGGEQg0YUZlXDkccYuGNnm6VDDFuzhWXaaKrk5a8rInFrckulbgCJ8UWUEOuFojxdHFFoBvNSU8rGOrNYHe4pzfFuTiwK4AYufGMdoR/j6mtbaM7beOg9B1g/9pGE4T/nzebyrqopCLwS/YSyKgNmRcPmDZZTX22aWH54Gosnm8iDf+YNPu0tFyvndkEIwUPvOQAgMViM0W9uJLjwwjpoRFH54zXMLFZx4EQTqqpk0hwI4f8S0ALH6p0m2fjKIxsUVUE1yXt/9//rKJYemoZpa7j2xjbjX/LSjZHk5ccwqzqiMEbgMQdXJjJLMl75bojLL21g+2aPzU/TmMgZxteCWdVF3wGINbuf0cf3kvZUx/5Xf/VX8YM/+IM4deoUfvqnfxqUUvzQD/0QPvWpT+HgwYN417vehX//7//9fvf1HRpFOaY98joMAuuMIt1Q8fBzB/H0tx3B+/7sCTzxoUN48lsP3xGwiSJGmLdsZ+Shu6DYx7Ec1i5ZH3PXkbyWmiNZUCCAEBSs+mS1hMelSZC3x2sw/VCmSJQ9a6jAVfBTscc+VexvRzG/16Vi7jalXnJGRWv5bhIXUPLGILG8RO1u9kO/7WPzRpeBfVFJmb1rPb4DNIHHflg0VplBLfWET9atgfaH/DX0Ppq+VB5mLr4bsrfPPL+Mk8/Mg8bMgxV6EQ6cqOPE0/Pi1rL5EMbXfaCMYrCHNgfYY0FItWxoLIycoXvLseeI+JqhIHAT1Hab1YSuNk0QQmDaGqIggtMd48yRnk0Gv8oI+zKVCsxizWY3/u2s1WFrq/SeEmA6TnKt7jCIhcfWtDUEXgin4xfmwANsHZ9+3wGYVQ00jkGjGFZNx5nnl4VDJC/XyPXT833MjysfQTLKYw9kvepi7KI2eIDAjWBVdAasp6sAAQyTlVpzuv7QUHyBeZTr19kvr+DSi5tQVAV2XQdRCa6/sYNXv3ADfZGGsT8Hcmr4zwLLyYr9sDr2qq7i9HsP4pv+4kmc+eYlfOAvn8JDzx6AqqvJucOudbpBWjLRVOH2A1hVVm9+43oHTpeVpcsrtWXEjQQAUJ0yAUJw7fUdXHllcyCClSgECiHsHU46QftAPILX7QRwOgHiKEa/E8DtBJg/XBcgkGk0RnZtul0fvhOCKCRrZKGD/IKP++IL61i71IKiEpa+QgguvrCBs19aGdlfGVDTquii714vQBxSgTOxfHrqgfbWA3v02P/yL/8yvuM7vgO///u/j62tLfz4j/84Pvaxj+EjH/kIfvRHfxTPPvsstra29ruv79AIyuYylhA/OPlBEk7OEqKQotLQ0VyoIPD3qYZaQjwcLxXac4cWzR6AoNmD5I7XsY8pVEMFEA0VPkYp0rJnw+kGeyq1M3afKZVAq/bh0KRSmF2Bd2XkE8ouyIV2Dgt55cIIyYXajY1XMLi0/tQQS3Vmg1dVghCTeQH3i+QyaKmbLXsN30eBG+GlP7mGlXM76Gy5UA0Fs4s1LByr37X+3gnKh9WWXzhOW8Mv2o9QfPF5kvXCdTaC1Bs9RKGX0y6e+ugRzB6q4dUv3EBn08X65Ta+vH4Oy6enhyIic75QlM41KRUpBuPdV7ymZaN0Yf8KdBtuwPb7IbbXelC18RD6uzsuOlsOZg5WYNWYQu+5IXTLBEls8Z4TQjVUljs8aky8f/K/EslgclCYMjgMkE6eIkqTJifU7fI8P7UVTPCuMt7wwYGNY7Bwe0FmTJx0Q8VjH1jC9GIVkdZD3LVQn7Fw7Im59PnJPb4b4qU/uFaYnkc56Fuub3KKCyEjPPZyNRkkBjC+75L7KnVTjFUA6YHA95iyrxuaALsroqJQ/ExOs0LgO0wBdLo+rr66hd6uj+a8jUfev7gvzgc+B4pCEGb4luQQKHmO/LVZSbCoqrooAwiJf3m9IFsyMaSAChimhn7bg9v1YdWMYtyMHMlzFIUMh8GwNYRBhK2VLpYemsoszcCN4LshiErAC5T12z76bReeHxQ+Y7+JG6aund2G0w1Qm1Zx6t0LLDw/lzrC0yJ4VMLFF9YRRxRuL0gq26SlLwM3EvyiteFAUQGvH2DjWoeF7dcNRMFg1MxImY9/pJTtKUpx4Rvr6LU82DVj4vJ59yvtSbG/ePEifvAHfxAAoOvsMPB9ZnFrNpv4m3/zb+Jf/+t/jR/+4R/ep26+Q2NREd8YkBmy+ViT5NhziqNY5A6VPnevlAg6lNLCdvM59pmUbC7M3UEgMBqXeDnzTHvE47OCQjrWOxEKRCGH4u9Xq2mO16DHfswW8msz5wIiov3BBoXHPjHmTIpXQMEEkLSu9p8uSitJKGBGqrs/B0wQJSCESgI+lwKyebxvfXUNN97chVnTGFBPRLF2sYWzX17F7HItae/2lbi7TpTx5En7Xfi6hNdxDIl1L5QTjMa+TfISklz+dCELzTV9/ewWdm850C0VVt0ApcCFb6yzENXjzcJnCu92TEHGAPoa2n8ZfGsixZ5/yH4fywoa1yMlfZKQtOoHpyiI8cYfreHGm9sgAOzG8BBUzg+vnt1Cv+Xj2tkt1GdtTB+sYPeWA0VhnnrPCeF2Aswl9c9HD2o0FgAXjC++uAGn46M6NaykrqzZs8ETjMeTy3j+I+9fZE1OsN6HlrFFzmBBGL5Q3mCxvdpNnjvYSOBFqE2Z0JoEelxFv5VVvPjzL7+8ie3VXmEe/9zhOgODi6iQcVJwNva9qitD12i+lCwhaU47l614eDN/rmlrcHsB/F6Ik0/NQzfVicHzMvnYlGL3FgMNVFSCiFLEcYy1iy0YtorjT86PbHsk8WMkl6qX8diXGUD4UpAii1i6WtbwCABGRcuVO2TXhkEMzVBFysI4Hns+RwzTIBb7zLQ19FuJd5uQTLh+5McwKiqmFipYu9TCzYstBG4IdcrH9uEYj3/w0B0t3ZYHRTz+rnnUZyxceXVzMAovWa88KoESttZUQ8HuzT662w5UXUWlnlOwKQUhCnwnROBFsOsGFIUgmNAZJvNUGlMGJvmtR2DXDVSbJmaXaw+8p57TnhT7ZrOJMGTWq0ajgUqlguvXr4vf6/U6bt68uT89fIcmpqEHL7cccoa1R4+9pisTlVAb15OanO3pH/nfebmKxCAh19XlwpwMarffxHPsgZxQmrtuFBCZLCjElMKujVdqZ2+d3nuppFISXpuiA2vwABz8VW5E+m1wIkvWAbe8MwOTjFdQnTbhu1EpXsEg4vSfIsU+55Da12oJk3ZFVsTzQkDyJyGs5NLNSy1YdYbm3A8pzKqKOIyxen4XtWkTZkUfGNuDQIJ/FUS+FNKQ8Q0LLWX/Tt6/cdoffV/ygUBULkm92YNMVH5Ov+3j1pU2zIomkMMrDQOUUlFTuj4zWK41k49+u3Kt1MWJDOF5YxX/Oo6ZQpPMA4OPzEXa5ab66qubWL/WhaIRVJrMuDEMj4XzQ81kYc9QCG68uYOpAxYOPzaDzetddHdc6KaGk8/Mo7kwPLc+2zFudMvt3YS4sM/qTQc4/OhseQm3XHg5j+oYh8rA7OIoxvRibaIFXxZGL5MwWLywAafjoTadRdBPQ9qz9/H0IbuuQwObnzDwBBAvf67XD7B5owM7qZ2eBx6sTVswqxrbP8hOk0IIYjBlJfDLsa2EXi957CnYeSoDzvExrZzbRXeH5f8vnZ7CmeeXsfLWTtaxkyPhVJE6mMnHtlT4bghVVxjCvqKg0jARRxTr17pYPDVV2O4k1YPijGeeDn6vDSk/J7Em4XWOaea98jatipYpd6gkFQWigOLQI1PM4+6z8oCjVuNAVEiyvzgav2FrICRd94QwXhCGMS6/vAnNUDCzXEN1xoIbB7j0IrvmbpRus2sssqHSTEsl5uVAohA4UlQCjZkhqqIbotLCkcdmcfjRGRw41hBtU4ClgtgaVENB4EewSGqEHNsZVvD+OJjkzGL1baPUA3tU7B9//HG8/PLL4u/nnnsOv/Irv4Lv/M7vRBzH+Df/5t/g9OnT+9bJd2hCkvNwSg5JztT27LGXa0gO4VgTI7/ThClEdEAgAlJGKwwS0iVE8tLctjBXQDRmPVKSuKdB8CO5L6Pbk+vK9lvegGdjv8rgFSpQt0PynBelg456RukF7DDIRGiXXC7Cu1QCtxdkgI18NxoLiXkSIfLtQkKBEB77dM/c8bKLBZ0hSjblomhlBG6EwItQnbIy1n89yfn0nZAp9g8oFWCQ7YmKdGX2xcCHPT5A+rinUHzpPRftaS4ISm07HV94aWQsBtPW0Nly4fWKQ045/41jevt6fUEo71j3laSXxBFN0MAjKeUspXyecb/tY3OlC7OqQdUIFFUR5V6L+Jsc0qvqCrxeGvbc23URBcDBkw0cfXwO9RlWN/36G9tjGW54uHfhOHNk2hqsqj4WL6FIjT0DlRMKKIO+b2sIfInnn2+h0jSh6eWpGgPPL8lfl4kbLOqzFtxegONPZg3wcc44IMs+nS0XZk3DgUcNnHlPA14/wPqVNhpzNjNUxYCfAIkZJvOQRyGFZqQeSbfno9LQWepUkjIgMgeS9a7qzLNZPs50joGU98aUCqWXKESM9fR7D8Lp+HB7DNNE01jO+jBUfE5yjr3syPCdEHHIIg6ikMKuaVB1hfFzNxLllDntpXpQBoNHeqf9lo/utovalCnmYwCjQHqPKU+lmfcr89q0ZOIGnG4IhRDMHani0CMzqTLJefyQaFI+Rxe+vg4KCsPW0G/78HqhKBfnSjn9QJKGwY2EfozQi2FWGBgkSfCa7kbpNpEaKVXMyO8pRSFw+2nqgtPxxWbnZ7mRAOdlG2eXWVUds4s13LrchtsNGKBqy4PXDcdyhhWmkuVkzbcL7Umx/57v+R786q/+KjzPg2ma+PSnP42PfvSjorydruv4r//1v+5rR9+h0SRHWZWmqSWHJr92L2Uy4pBZ18bRFSepacvGQEd47NmXkfDYY0BJiSMKTCjnj6PUxNJhMdC/gr6WhZFz4oenXTMAAhx+lCHkBl5Umme317AqUQN5XzyzNMMHi2ouZ/4t61OemRYw1zIwHRqn68R3mHJXn7Xhe5FYI+VIzOkDCwMO3qYkv6c0ykVBFER49Qs3sH61Ldbb/JF6RvC/M/1J3+9APrK0FsyKBs3g6LtJaCNhAp9ha+K7vBfrgSCJZ49x2dBorFFex9vFUciwuz14Qxl4XoLgXKTz0tz1YF4sVWdeGtVIUaI8J0xrSheQHIp/uyQPdaLzslivRxxT6IaCAMlY6fDIJafjI/JjVKdURCEVLZbxNznsOfAj9HY8uL2AKTkxQRzHuP76DgxLwwF+Bu9l4ww5p8UPI6ardN+PuC8/xsCLYFV1mLaG9pYD3wlRbZQr9vnzPlXahj8XYPNumNogXkAup1iOIrNqOqASrF7YxdbFc3A7ARSFAYAtn57G4qmmqJ/u9pmxipeQ5h5J3dRE6pR8xhIwEDWAyRS9ccDzuMee75Mo9UjLTolKg83P9loP/ZYn5K6hHnuh3GUXlZyPHUcxCBTUZ0yYVR2UsnQ6OXyd0yTReGKcGQyeNFXvyqubcLsBLr28gfq0haWHpgYUSdkOmsF0kgEWJcWey3G1WQvnvnoTnU0XO6t9vLB5FdMHKjj86Ew6zxi+1c48v4wwiHH55Q30Wy7MioGTT8+JahWyYswb6rU8kWAbBRGiMIYCtk57O95dKt2WrKvkLznFUWxthcCwWOqC02WGIlUliEJ2lms6O8sHnY3prB05MwPNULBzq8+itQx17Lz4bNpX9qx84FL4RtCeFPvv+77vw/d93/eJvz/wgQ/g7Nmz+O///b9DVVV8+7d/+zse+3tJGc2eDPzEYq8ShjUhKj7AlGpVU0YewrJV3apqLHRoFNgFTTdZUbMxpVA1Zuktsz5PorxOYg3OlFjDcOF2XA85pRRGRYNVSQWFSY0hwHDDBJXndB80eyqfTgXelVFPEL/neCnBYFueE2LnZh96TpCKE8s3IQSGrWVC2Hgb5UjM2XXzp0ezTz+mOfYE185uY3Oly2rmNg1s3uhi7UILb331FmYWK7dtVCrtDk1AHUn2OyCbymJVdRw43sDquRaiMEYcxXC7AXwnwuFHZ1JvPR0lNt3HVGqJLbpwkGQv0uBve+1UvqG9tSn0+uRcKlLm5evktisNA/OH61g93wIIgaYrImVpdqlWGn4pPJH7otinbUwGnlf8PQs75ZbWEqNN3rhhKPC9SHhMgXL+Jof00piBU4mwZ1VBdcqC74aZM5hgTMOPtMVGGqPG2I6yXk8TJZWQ0ZVO5DFy2y+lVMyJYWuFZ13ZeV+ftRIE9dHvl8aDGAgZL24S/cRlH9Nm6UN2U8f2doxb11uoz9moNk1QsND+3q6HpdPTmF2qYeN6F4oKADr6MVvrJ56eg2FrA7IHT+XxnBDdHRfVJE2jDG8k9awm/0r7hK/tPJo9v55SoLvjobPlYGqhUqospm1nv5ejAF78f65i9dwuzKqOOIrhdBg/X35oSkSjALnok6RE3TiAaXmPPZepFJ3JoJSQBKNlBc98+9HczbyNdL4y71xS+OV9uvLmDsMCMVnFCc8JsXqhBRoD04tVqV/lm0I3VDz+LcuoTZuYOlBBIymfeOU1BkZu14wBYENNU5JtSZJIIAoFd7d0Wz7KMlvpJl1Xps1SF8599RaIRmDXWdlNvx9i+V1TMCv6gDGWRwkRhYhqBZqpZnL6x+ujxMdzmBpvM71+73Xs83TixAn8vb/39/aruXdoLzSOzCEpzYQA0YQe+zipi6uoysg88gzyeyeAohHYNWMo2AUFBMJnmcee1ZGNEIu8sEHr87g0iRLNmTxHhM1YAMtc9qMouY0zmrxAQIGhB9kow0TeQr9fSix/93kwLPaM8b0fA5Tcw73Il1/eAGgBWBSFKPViVnQsPTSNyy9tAoSVdhqKxJwOAhNoVG8bkg8x3w2xtdqFmXg+d9b6cLsBExCCGFFERxqV9kyUiyMF+Y5SHwkhOPXsAdg1A9deZ+i7lYaJxZNNnHr2ADpbSQ3o/e3dXSHZ6DbywqG/l3zONHF7M5S9fxIFN/WKyErYQDslEQdHH5+Fpiu4daUDp+2jNm3h5NPzqM+WC3T76bGXhb+JDAV5b3TSH0pZjq+4ZEAqzs5upWFgdqmGzetdRAYLwx/G3+Sw5yiKE4WeGRRq0yY0QwEhuTN4DGWaD4XkNPvSZUUxepnIy0DWeUbcJ4+REgpNYzzf64Y4+sQsUxAK7is67zkQ4/Gn5sda1pTSQuVD/l2WfVLA3xihHwFEhWFpIAoRNe9vXelg7nBd1E9fvbCLfttDfYbl8T/6zUtYPbc7gIkS+sy7y6OtLr+yWeqJ5n0DUnlATl8ckBUkioIYF76xjs62g96uj6tnt3D4kZlig69Q7spDzt/7Z0/g7JdWBD+3qzrj5+85kAnFl+fR9yJhfBgFmMYj+hSFYbTceGtbIPJHUQzT1uD3A6yc28Ujzy1mI/oyIffS53iQP/FP/baPjesd2IkBQtUVWKqO0I+wtdpNx1SwvgaiR2KW9z1/qM6Q4pEqyhkQx2QeAj+GqhCoGkHoR1A0grgfwu8AJ59ZuCtpdQwrRHrnssee808Geo8TT81j43oHu7f66O16AAgWT7GzvLvjJVFJcuPJ/eDtEFTqBuqzNsMPGbuPg22mRue3l2Z/24p9HMdotVqFQsPMzMztNv8OTUBF5e6KK+lQIAZUVUEYxqXW3SJKUUWJdLAXn4YZzwGl8PsM1CX0YiiKArcXoN/OMWbKEDDL2qUxoOoq4KRMPm8hHlf4kpVoZiwYXj5jqMd+iGIyjPKlZjIHmRuCUkDTy40hI8PUJKbK+jxev4aSLICRwfc0eOwV3F9EUpTDtbPb2FrtMSaelDCSxxXHVOQVAsBjH1iCohBc+MY6nI4vBKLCEC3p+ePkc75dKB1misLO8zprMyq8XoBe24OqKwx11o9gmCpUTbkjuXrcEp+xrRRZ0BXmlZDRdw89PIPWpgP1NhHP7zkVRCgMo3LMFGnX5eWi2zG0ZRpK+7CXHHsRik+zOar5y/L8QVEUPPbNyzj6hIfWhoNjT8zBqmq4ena7dD7212PP/lXVIUjaRfeJ+9N7OL9X1fSM44lNkkw8MAdHzsygOmXgxltM4as2hyHNp2HPF76xDhqz/OnmvC08h4N1ogefWTwoKtkfhq9ZLuwPvQaS4gQGJFhkKy4iGaPGcQPUdBaW+9B7DmD9ake8K644AcDKuR2YNQ2KQqCoJAPEuHR6ajyPPTDgFc9UToizso+qEpFPHkcxNJ2ll/BnsZBpF2EQwbBNnHh6AbOHavCdECeemkdt2kIUsA2XN9Bfemkdq+da0G1VGGjWLrZw9ks38Mx3HBvsey4XOjWApcpwkSx4/hvrWLuwi+qMxWrQE1Jq8E3L3Q33TD/10SM4+vgcrr+xhdnlGnw3gm6o8HqpYj8QmZHQKG90+m4IQ1N3I9RnDXj9gEXLkBSjZcA4kG7cFNMpohllMG+XdDo+Qi9CpW5AM1WoGmHjMVnYuV+g2Jc5ZY4mZRDlygOKytYPIUXAhgRHn5hFbcZkZedaHipVihNP38XSbbJMiBw/Sf6NQoqLLzL5rLPlipS/Y0/MIQzi1GGWN5oB4uwAGOCkvG7H7qIEDhnnjTQPuBiRpz0p9kEQ4Od+7ufw67/+67h+/brIBcpTFJWjc+6FoijCT/7kT+I//sf/iJs3b2JpaQnf+73fi3/8j/9xqWL6hS98AR/+8IcHvl9bW8PBgwf3tX/3nMaVOSg7UDVdRa/tYeNaB7Vplks7Ktece/iVYeVCEuLWRQ4OF/gRKI0RBRSGreNr//0yDDvnYcZw7zKNqWAAUS6NYFIvjaxE8zBuwy63Bsd5xV5G2Uz+5Yri2IBY/LBI2hqnXi4n2TBBKRPe8oYJjiS9n6j4nNECJUJ+gdBe9Ht+z/I/+x0fW6tdWDUDAAOayoNFUUqZxz65STMUvOtbD8OuGQiDCMffNQRMJf/8fVbs7zoI3biUT0EAUGkwD57vhAhD5t3TLUWU1lF1FZqBscrJ7Kk7ZLQnlOVls88cfbc6ZaC16WRDox9UAw0PUZ9gbw4Y0zJ/TmhQm/CZijJZiciMV4QLfDmhT/6cbzuK4sS7aYAmPE7kYY5Q7Pcnx56feWTCHPvBa3u7LJSZe2ozlxD5g2yooVB1FY998zIWjjUR+hGWT08P3YtccZo9VMPrf7iK9roDu8Hmr5+A6cne/nEdVlS+doRhnyvAIxuUPhNlfCODbqh44oOHYNV0+E6Io2dm0VyoiLMzCuIMVg0FRXfHx/yROnwnFIBtpsWAGH0nHMv4JSOlE3VwnVFKUW2aKVq6AuiWxvpAAdNWoRmK4GmeE0IzWJkvAAi8kOEFVHToJvOGFxmE+m2f1fWuaLCqGihlyOFeP8DK+RYe+aaCiMjcGSA7QxhC/eBC6Ld93Lrcgm5rsKsa3F6IStMAUchQg+84zqJqk3lezYoG3030BekdyB5qokJEZoyqHkTjZC0pbE50U4XbDxBHFKbBTFIclyFvHOBrXFbg41iKZ5EXdvKPnC5j8z2FKMkdV2DVdTidILNXyqJF3V6AgyeaGcOIorIoVRAMABuGfgyn6+Pg8Saa8xV4/QC1JYrjpw8LoOc7TfnIM2bA5b+xDxdfWMfahRYa8zasmg5FVXDzYhuqqmDx1JRkRIkHGucGPyDh7Zz3TBRBxf5RVMlyWORIeBvQnhT77//+78dnP/tZPPfcc/gLf+EvoNls7ne/Cunnfu7n8Cu/8iv47Gc/izNnzuDrX/86vu/7vg/NZhN/9+/+3aH3vvXWW2g00hIKCwsLd7q7944kz0jRbwAL4br62hZuXmpB1RTolgpFVRBHMSI/Ls015zn5alJ/FMDQQ/jM88u4cW6H1XgVBzZBHDKmZ1S0QQ9zmVcqYa5aEp4krKjyhsf4Xpp8RAGnMmtwmrdVHlHA68nKXtFhJMBZkn/z9XINa7BeLqdMqkPXLwSNs6ocbGz/FHtActgXSWEjHjEs5JNSCrfLDivT1uC7oThE5XE53YAJyMl8UMreu1HRYGvDkZgzzx/TOzQO7QW9926SGCf3koPVkWV5nR1xHUctrk0bIq3hjuTqFUQKpX3MRh0Jr7MEigTsDfzzfqKMojTiuqG/D/HYlynMk1IaUjmkVNSQvrFlxz32VO5a5rp8WSlKmTAWR2MoigkpChPe98VjL6VgTZpjTwCAprzh+hvb6O54uPzyBuozNuaP1KDp2X01LIrIrutQlPENhlZFx2MfWMLWja7w8PESd1lv3pjGmkJDxBjXll1SZOAZty8AAj+CWWFKME8n4ufg1de2sHOzLxQnhjAeYPtGB7VZW6wNNwFiLMvLL+uzfGlmnSUf5agJt+vDbhiYXqzB22BeaVVSUueP1FBpmui3fUQhhVVlucdBgnKejxYEhVDqqlM6NJOlpxGCBF2+wBOdzI3slc+H4hd52dlzmDc9Tp5BCCl1gBACeP0Au7d6IiqijGQ+ztvNyweizOCLG3A6PmrDovH4OJOzhRCSpOpN4eKLmwAoTEuD0/XhOxGOv2uuMAyf87i0ClOcuSYVfVO5bXaRpcv0TR+mrcHpMdyAxZNNVOoGU+yTNjL4UzUdoKlT5ualNmaXa5nx8PeeNcozPtDedOB0fRHCz9Die+i3fdSmxss/v12iUiQP76ccKeb1A6xfbcOwVZi2CjdmaUFON8DNK21ML1ZRTSoVFKYHk6wxai+OKhl3Ie+xfycUH8Dv/M7v4G/8jb+B3/iN39jn7gynP/qjP8Kf//N/Hh/72McAAMeOHcNv//Zv42tf+9rIexcWFjA1NXWHe3hvKRNVUubJSISGq69u4taVDlSdoDplYmuli+62h/qMifmjjdJcc57/wurwJptrSJ8Cl0ljUwcrUBSC9oYLzWQAQJ1tF80DFVj11BMLyfI36JVKrNaSYs8EY870EpTzMYW5fJ6ebpQr0UAq4HGhsSgUn9eTTfnE8L6IA0LqsxAIXlhnzHm6OOxyHO++rMyVeUIm9jDntJGB0N/bVJWtKlMoPZeF3/HWPCeEqqu4+OIGbry1jcCNYH/9FmpTFg4cbwiDz2gtiP3DHIhDpOgJaS+gh3eVZHtG8voUhYXxWVUNK+dZDmfkxzBsFdUpcyzvyJ67IwmJqVKXKoFyX9NXlBVwH3iPPe/zuHJFqdGzoE3+5z7PC1H2Zg0jCsPEyNxawEOLQI5YFRZJ4Rvj+UQhg9FEJeT1A2yvdlFpDFaBEOeOprAc6TGJR6RQmvIG3VaTuvIK1i628MYfreGZbzvK+luaZ5GMJ9krkxor8h6+Qj4/LhssuqbsPjrkN3FN1sAjcBjGJPl9yGeo1w+wtdqF3TBY6S8C1GctdHdc9HY9qKbKeF0QCyBGs6KPNkpnQu6LjWl8veiGiic+zCIKqk0T04sV7Ha2sfFmgCuvbsHpeKhNMyV1drkGVSPC96GbKrrbLjaut6GoTVFeTk4DtOvsnPS9SChFcRQj8Jixo8gQm/esKpIzpN/20dl2B9Ij7boB3VThuxHMaqr8FzlAAi/Ca19i6PMy6n+ZcXuc9Em+fpvzNvptf3g0HtL2GLgu+/vRDywh8CJce30b/Y4HTVexeLKJh59bzE1QMi/JocPfa5RL++QXyh79I2dmUJ02sXm9y0LkKbB4sokjZ2YGolAzKZf9EHEUo9I0GdBiy2Nys0SpYj+4ObgRIvAiXH5pA5urHRDLw7Vv9HDodAkOwn4TzRod8meE74QIPZaaEEdUlLk1bQ1Ox4PXT6MZ8sZTIW5K6SOpQWr8LoqzRCEDFSzeCcUHUKlU8Nxzz+13X0bS+9//fvzbf/tvce7cOZw+fRovv/wyvvKVr+AXf/EXR9771FNPwfM8PP744/jJn/xJfOADHyi91vM8eJ4n/m632wAYnkBZ2sG9pjhmufIxpYhpDBrHwgor9zmmFP2Oh82VDss1UwmiKELghdBMpkyFUQy7oYOC4sa5HZx6NgXg6Ow46Gz10e/UoOkKaBwjjiLEcXHIT7/tIuBlqggQ0xhEVUAoEHgxAi+AWdHR23HRb7uI4hgAZe3m5jsK2biIArg9H5s3eD1L6ToChGE09nt69JsXQSnFhRc22EE7Y+PE03N49JsXB9ro7rpob/bRa1dBwfLl+DVxFLE5ByvnxKy6MQtxG9KXOOT3sVQTQhgIypMfOYRK00DoRzhyZlbMv9yWVdOw9NAULr24gTixtodtD14nwImn52HVNEQBXwuxWAu8jcCL8PpXVrFyfgehG0GzVCw/NI3HvmWp9CDg64zPORtj9j0xUMM4Mz+ZNiLen+zvlLJwQHPKwMxiFTtrPUBjzL/XjuF1Aph1Hddf3wJUkqxRYO3iLl7/8goe++Yl9lxChs55lMxHTJM+SHuk3/bhdn1YtcnC6PttHzfObcOoqawtBaV76F5RHGfXAlt3rMrEyXcvYHqxCqfnY2ulh52bfbhdD5Upq3Q/3HZ/InmfpP+l74amfC1iezriayfhEVGyfwAgiiOQ+5M9lxIbr5KMsfx8ifPvLb/nEv5DkrWf3Y/st2hI++NQFPG5VhDF4/NYVq89eb98nBFJxpDuVfHupX6GAX9msk6i7DrJz0OWaAKyWt5P7km/cWMV8e4taJY2wAPZOo0BQllVhjHHHSf9drsBbpzbhlnXYFgqnE4Au6HD6wdYvbCL0+85INa8WO/SuAQ/pUxTHrZO8hRFkeBvVk2DVdOkvkkzlXvmsDGJfZn8F5XcF8UxMIIXp+88YiXQ1PH7AgCtTQed7T50Q0MYsHcdRzG8foDQj2DYqij1Z9V0zB6qIfRDxGGM3q6L6rSFY0/Oorlgj7VH+NkFAFEYCRDEDB+S1ojXD2BYKovMMBWoDsETH17GwtE6dm72cexJ5jFePbebeD0pAjfCua+tYfXiLuKAojJlYOoAQ6GvTRuin1ZNx9yhGtYutNBre5KXOMSRMzOwatrAWKKIpSTI34d+hNe+dANrF3cROBEuvbye2QNWTcOB401cfGEd/Y4P3VDQy8kZvL3XvnQDV17ZBCVAddpEGMa4+MI6KKV417ceHpjPlI8znh4PkZl0U0Vtxiwc18B7CmPeOmgcQ1GApdNTMGwN80fqqE2b2F7tMVDJDB9N1jVhyh+JABrHCAP2L0Odj5PygKmsEQUxFJXgzLcsAQDcrg/PieD1guw4owhqTGBWNWiWAtdJfqesr67DKliY1ewYmcNqUGYCIPbhG3+0irWLuzBqrEoQpRg69/tJkcQXACbnI0r2ccQUes1SGO6ArSYGXjZezVAThZ/zk1QW5uOLEzlBnP3J5yiKEMfjGS3E3lWQniNReq7er7odp0n6tyfF/ru/+7vxP/7H/8AnP/nJvdy+Z/rUpz6FdruNRx55BKqqIooi/MzP/Az++l//66X3LC4u4ld/9Vfx7LPPwvM8/Nqv/Ro+9KEP4atf/SqeeeaZwnt+9md/Fp/+9KcHvt/Y2IDruvs2nv0kDmIYdXRsbETYbfURRxSh0keo9cR1uzt9eI6PkLiw6gYClx0masOHoRIEHkWn00KzakJrsLJSqytrqHRMXDu7hZsX2/D7Ma5eXsHUfAV2xYLWDGDYxZvL8wMoTR9uO4bd0KDXIyg2yzXTVQC2Bzd2oTaBnt/C7o4HN9DQbwfQ1gMYlbTd0I+xvdXBjatruHmxA6JQxBHBrVs1nHp2AZquoN3uwqc6fHTHnrvFJ0xESg2eE2H50TqsqoGd3a30uUGMa2e3cOtyG247wtXLN2BoJo49NQs3ZqFOgcfmXDcUBH4MWB7aux5CxYFHmULn9QN4TgjT1kSJrsBl9wGAfSvKhML1vS5UjaDr7qJbsuzmH9HhRCZuvN6G47uwGjoWj1cx/4iO9fV1REGM3VYPypaPVstFpDpwY9afSy9t4OZFljtnNRUEXoDL567Dido48dR84fPiOEan00EYRNDWA+zuuAi9GGo9NYTt7nSZMGq6cKJBZTb0WZ/UTR+mk7KgnR0HIIAb62geUmHOmbh5sQPHd2A3dcwfsrB7qwdjTgEN2TwZFQWaH2Hlxk3ULwO9VghFAaz1cs+a/HyvF7Gawiserp3dwtZqF5EfQzUUzC7VcOTMbBoJMITaWw5CpQejosFtx9DgQ1WVzB5quPbIdu4kRWG6FrxeiF4rgLkZotXqo+co8IIIISJU5oDKXAW6reDAcebJkvfDftHObhcBMRAGsVhDfp/tB23TR8/pgFKK3V2X5TebDno7PtotD/ZmhN1WF7qrIPDYgWeuhyKa50GhnZ0eDFdl6zDQEKi9wuvikGK31QUsD7stF2TTg+2liMCcjygKgRupoJYjfuu3Auy2XBiemtmnk5LXC7HbcmD4KggApTpeW91tH52Wh/X1GJ0tD/3dgOWjOhFUjcBYD8RchEEMN1ThoQPPCVmUVyuAts3CWjs7Hqz1KLOWLa9YjGm1e/BoDz4pPwsYD9yF1ohhHtAQeu4AD+Rrru930NnyEBm9tMTiENrd6YJSViIsIMx7HIZApESItRBqJUCoeFhdXYPTiqFu+ug6GtrbLtxeBD2Zlzhi755sevB6EcIghlIbb+63tx2A0pHvane3z0qDmc7Q63Z2u/CJDp90QeO0X31/cD52d7pQVCLGUdy/HgIvhrYRoL3jsZB4R8Xurov19XJBlp/Ja+fbCD1mQLh1s4ZT71lA5Mfwwh6Uagg36oAqBLFCEKo+fBKicUTF/HIdRAGWH2mAEAWb11gqkrLhw3LLxWL+LgBAXw+gW0w+4XsDQObc21nrY3vFgVJ3YdiaAJp2ghAh8cXZvr3dg+VrcDoBVs/torvrQLFU6BWg5znYPLsJQlVcu7QK0zAA+wAqTR1TRzQEigGn56DnRVBMBTPHdMyeZOd/XubobHrotwKsr6dRfhfPrqC91YdqqDArBNQc3AOzpzTsbOvotV24QcxQ7CU5A2DyzY3rqzBmgcgHqOXC0AmoGeLG9TXMXFEG9g1fQ7qrIAooIsVBd8eHtZ6NQuRrhcYUZsFvedrdchH6MWLDwfZWFyv/Zw23LnUQRxQ3rmuYPlCFZZlQaj6sfvq++fvVTV4ekiDwYhFJoekK2ycxReDHIASw16NUptj2GR6QBvR9D50WA21UtnzstpzMmpk5oeLmxRZCn0AzCHqeiyAO0ViuwA27mfW/cauL9oYHajkiOoOT0w6wud7F2uo2tAaFNUXgBwGMmguFRLh2ZaVw7veT2psenHYg3s3uTsJHbBdOO4ATuJg6qmL1zR76ng/dVMR4Z47U4AQ9bG15cLvsfutmJKIUdna68GIdbjdE4MWgpgs31LHb6kJZ92E546mx/Bz0qYbQj6HUPbFvzc37X3bodDqjL0poT4r9z//8z+MTn/gE/syf+TP4xCc+gcOHD0NVBxW7MsV5r/Rf/st/wX/6T/8Jv/Vbv4UzZ87gpZdewg/90A9haWkJH//4xwvvefjhh/Hwww+Lv9///vfj4sWL+KVf+iX85m/+ZuE9P/ZjP4Z/8A/+gfi73W7j8OHDmJ+fz+Tp308UxzG8XoRINbCwMItgdxdxGKMxY2NmoSqui9q7iOoUF2kbUU+DSgi0WEHUjuGHLIRcrdhQAwt+N4BGTSwtL+L8n9zC2iseiGbBNhUQT8HNsz5mFnU89t45WNVyprG+FODcjVuINQNqFMO5xZidVTUQdQyEboQTT8/j8LFlxL0t1JomDOJibq4pwN8AVprrrc/vYnvVB1Et2DVmAFh/w0ezFuBd33oYwa4Ou2ZkxjwOORsqaESxfHhGgPNxevn/XMfaKx4Uw4ZlAIqvYvu6g0Y9wOknWIi174QIdnZhVDT4/RBzczUoYR+NWQvVplnqGY/DGMFuCwAwNzuTYS7OLQays7AwPbTvS8sHcW7qFnRTwYHjzYxnOPQjeFsa5ucbIG4X9VkLUwsV9Ns+ti/dhKHUoUNF0IpQbRroez62L8V48rmpQg9zHMfYXXPRqE9hYWEKqt+F54ZYWJgS17gbLNxqZraKxtygMhv4EfxtDXPzDdg1Kb+tzyJj6rMW4q6BQ49OY/VoC27Xx6FHZuB2fXzlv5xHdcaCFzFwNy1SYSgqonYMU6lBb7LIhYWF2dL5CtwQ/raG+fkmHMtHT/Ww8WYPa694MOsVVG0NnhNi7RUPthqMZe2uWT7OxS2EbQo1BtRIhxax1A6+h+61xz4MInibbN5dK4BOHSwcnEHU2UUUUtx8YwM76z0ETgTVUHDgaAMHP3DwjoXxORsqpucrCNxIrCG3GyBstzA/34TeVjE/Pw84HSgKwcJCA23FgeL3ceDALJx1FZquinDc+flpaPcBlsEkFO7uwqxpcI0AdqOcb0VhDHdTxdxcDXC7mJuro9pMBTyvHyDYbTFvj61hYSE9pzqaCzhdGBUts08npX7HR9RpM7DOiI7dlkkcqFEfCwuzMNFHizrQTBW+wYSphQVWPcff3obbC3HzQguXttsI3QhEI6g1LZx+ahaRH0MJulhYmEvX8lyjdF+Fu7swqxpmF2qFv3MeqCt16JoPLazCNJUBHrgVdHH16ytobfbhdQNsXfJHRjYBgLelgRACg3jYvuojbDOwNjUOoMUmon4Ppq1hcfEgtmlP8EMt6qGv+4Lvx1EMd0PF3FwdrsUUtXHnnvbbIEBmPRRR3GtBVRXML9SHXuduqGjO2mguVEBjCmddxexsDbXpwVxeZ0OFqg4/v8LdXfhuiLm5JtSgB93SYFU0wO1ifn62ND2Bn8lUMVGxNbjdALfe8NGsB3jovQcQdQx05ih2bvaAJOTXDwn8DnDo0WnMH2LjXDo8w8KEW0zOmJ2tDyhOmf4GEdwNNbm2KeSefstDlAje0zNVVBoGXv/KKi6/uo2gH2HnWoClU1OYf6SBhYUFdHUPatgX55S/vY3qlImdsI/OrW2YlRoMS8P2jS68PgGlSX36poXtVQ+b8wGe/c5lhC0DS4cXYDcMuF0fZkXHxrUOmlMVXHt1a0DmWHxoCqYainfSb/vo3LwO3ajC0Nm4bHNQDqiaHtSnbUQhU2YPnhyUD7ZXu4h212FPmfD9EDoMKBEBUWL0dlxUjSZmCvais8H4eBzFaM5VoMb9wvPb29oGjSkWFmZHRtYRt4MojDGzUMX5L7WwveoDiolq0wD1gJuveZg+qOGRZ2ZRkfhoFLK9ZlaSMnIqQeClTgLD0hKPL2WVCiiwsDALz2EyxcKBtMygSRyoATPUzi80EPfamJtrCgV7+kOzOKus4MILG/B7EQxi4/jpKcwdrkE3VSwsNERU5ZVXW3C7Abau+Dj88EyG9/QMD+0bFFGrA8PUoBMN7R0X7Ss+EBPEUYzrMw7e87E7d5brUQ89LeVZcNqIY4qFhSa6hgfa7+D4o0uI2lexfbOHoE+hNU0cPz2Fo0/MYvdmH1ZNh6eHoDHF3Gx6lnubGupzFvqGD78fYna+hmrTgLupjtyvMvFzsD5rwesxHtpvszNtfmEamn5/yw6WNT5ewp4Ue8/zEMcxfv/3fx+///u/P/A7B67Yb1T8f/gP/yE+9alP4bu+67sAAE888QSuXr2Kn/3Zny1V7Ivove99L77yla+U/m6aJkxzcLEoinLXUCb3SgohUFRWroom/ZX7rCgKjJqKuaU6Nm90QVQC3VChmxq8nsfAeQizbvn9ECefmYeiKFg9vwurbrAQmpjlp9MI2F7rwe2GqNTLN9fDzy2is+Whs8NKadkNE6AJwislOPnMAs48vwxFUUBAoGgKiKKAKCTTd6cTYnutJ+qREoXAqrBw59XzLTz8vkWomirGOQkRSoAkJ1O+t9/2xdg1naGFVxsm3E6AW1c6bOwNg/VdUaCqKogSi3egEAVv/OEaLr24meReG/CcEJde3AQhBI980yIIfx5Jx0vTBOSxxmJVddRnrAGwFKJQEEVJ+pPMr6LA64UI3Ri1GUugoRMQWLaO7o4LrxeWAq8QwkoFKbzdgT6SJL+teL8ohPVJVdSBtcnQ7hXxe7VhwrQ01KYsKIoC3dLgOxFAkcwvQZjkFBq2Dq/P8vKHzRlJ3hXfG14/Eu/YsFh5t2rDBAER62qUUl6bsnDo9AzOf30dAGVhkW4Ar8P20N0CsRlG6bwzb2l3x4Pfi6CoKi5+4yZuXmqjMmVAq6sI/Bir51p44ytrdwwfgK9FRaViDbE8bLauSPKdqqhA8k6J4G9sr1EKsX/4O32QiI9RjK2k/1RBOi8FfJ0g2TOaOrDvCGFzyud7z30Fa0fTVIRxPHZbBAQq77OqsP7xPkljJlBw440d3LrSRmPeRm2GVWm5eamNc398Cw+95wAISe8pmgeZmIG2fMycB1ZnTHiOh9ANUW2aAzzwwtfXcfNiC5VpE1bNACGK4N/D9gZfq1bNwKHTM7j04iYin6XIuZ0AgRPh6JlZVJsWdm46gh/yteB2GQCaWdFSHq5O9h7ZXI2+ftT6E+1JZwlN+EkZnycJgOxQXpysA4Xwdki6xolSCOYmn8lxFEM3NKDK8H9Wz7dw5LFZEEXB0cdnMX2wgksvb8Jp+6hOWTj5zAKOPzWP7VWmcMVhunfS+RrWX5pem3kPicyS4LbwMx8KQXXKAiEEl1/ahBubWD60yBxhhCR7igCUQFVV9Fs+/H6E2pQFGlK4PRaqTAjgORFMS0NoR7h5qQ23G4o1VptKz/6tlR7O/8ktrLy1OyBz9Ns+jj0+J/rt9ULEQQyjbrBSwsn6yu8BJtco0E0FzXm78DyrNCzolobQizOGHt+JoJs6Kg2rcG45H+frSilZTwBBFMZ45XM3RgLUur0QXi+AoijYXmORdIQQGJbGFDjKZFenG6I2nTofYn5GaipCn4FkKKoicrFVTWH5+4T1l0aU7R2a8kbed86j+Bjze8W0FDz+/CFUGiZCP8KJp1i63uqFXWg6a+eNP7yBSy9uQjUU2HUDSgHvUVTmjVcNFaEfo7vhwXcj0CjlF2vnWnijeefOckjnGB8vaJy8TzY3lq3jxNMLWO4HMG1NOKG6O14yTwRaMgZQ6VwgTI5WJRmbz+cw/j7QxeRdMid0KHgeb/N+lx0m6d+eFPtPfOIT+N3f/V1813d9F973vvfdNVT8fr8/MDhVVSfOjXjppZewuLg4+sIHjWTwvDJKAIg40Me117fRb3moJ1Z4t8sQx6tNRQC2tTecTFk4bkQ3bRXdnRhu1wdQ7iFXNQXHn5rH1EIF19/YwuFHZxAGMdYu7GLx1BTmD2e9BGVlyJy2J9DSwyBOUeAtDW4vgNPx4TsherseKg1zbA8pR9sHBoE7ZJCTMIjF5OqmCt9JkWcFBodYnuxCpxsI9FPDUqFoKUrsyrldHDmTWqYLgXnGXNqlwEdiTZBM3fdMnV0pQmFUfVjeplzDeL/AudISM2mDRCqtlQc7tKsG+h0WonvsiTkYlgavPzpMLw9G5fVZndvKlMnyX+s6NEMtRf0tozPPLyP0I1x+ZRO9XQ9W1RiJ3ns3iQKIAgZudOOtbbjdENff2IZZ1bG1wjy61aYJtxug2tTgKMEdqV+f6RDf6lT6DlkeRpQU+IZK9xDy4IPn0dI/hl04+Hdaiq4AvJIW37NXKq24MuKe5FMGVVruk5sAnhm2Brumw/ci5sVJctEPP8Y8+/KjhwGtEQkkqYgyVVH0tGGZB7JSX20YFQ2VugG3y/gDgNK9wcFIvaQsGAA89s3LIITg6mtbcLoB6jMJeNf7DqZzmYwlCmJc/MY6XvncdQRuBM1QUGmYmFmqZvjhWDTmpaxawbjtTYA0NQqMToDncaQ9ItqXtnqG+JlcnTbhdFj+NCEEukFYXfIuiwhUdRVPfvgw6rM24jDG4ccYVk1vl6UleP0AG1fbSVlV3p8R/ZXWU5wBz0sAFlUF/U6KeB5HMTSTKV4UFFurDK1cgH9SChUEgR/hzf+7hutvMnnMcwJYFR1xBJAE0FRRWPlRuf560fz6boSbl1qw6jo0Q4HbD0R0z/qVDhZPTolr7aTuup+sM6IXA+MRiU/nIxo5ZSr6gFWx8ZxwJPgqSTzgw6oN8bm/+toWdtb6pQC1HDPj4ossDVE1FHS2PSwcNTLl/EyblTh0On7uIbxTyFTk4KDRRCVAUo1JIQQhOI5VCswmxpUBkyscEpNnKyzKVOAoRSzqUEbO1w2FlRlsDJYZ5Mj/C0cbuPzSJnwvhN4k8HssAqE5b8NuGHf8LM/wYgnEWrA3PvcVHbPL1YFSmzSi0DSFpVBI57pgOaKSQwLEivK1UthFyg2JEujeO+B5Kf2v//W/8Hf+zt/BL/3SL+13f4bSn/2zfxY/8zM/gyNHjuDMmTN48cUX8Yu/+Iv4xCc+Ia75sR/7MaysrOA//If/AAD4zGc+g+PHj+PMmTNwXRe/9mu/hs997nP43//7f9/Vvt9VSizBiQaW/4lZZnUVj3/LMmYWq9ANFQvHWEjjtbNb2F3vY+nUFOYShTtfFk5Ye92kRmd1BEJpsklr0ybqszasqo4wiMXnDNHsISKTWdUTtHT2XF7H3nOjFC39zW2EXoRzX7s5dqkx+YDOK/YZBVhNS9gFfgTNUFMFmGYZO7fcuz1ZCAlgVDSW7yYpjWLoGcWeT8doxiWXFSn7jZcB5e3Kh7CaHObjIqBnZLsSpH3pyqF9GnoLYfMpvxO5hFC/w5Rnhm57EE4nGPbYwUeQ9JDXLRVenwPZsJ/HMnJIpBsqHv/gIdRmLNSmTcws1u55+H2GKHDt7Da2VrrQrGTtEoK1Cy0EXoTZ5So0Q4Hd0FnJS0MRAuT+I+JLFS0kRO4ilFoiw+JL/KGoNNIDRzRbo3c0FV8otpRcRmLgmtubK7nU4ES6pVQKiVfmKAK3Z4BnrHxXGMTw+yF0iykyoS8BUVE6lsJKlOEI8ikPXAcqEbSIDvDArZWuKMsqzqUYhUa/fLnLIIiwcKSB5dNT0A0FT330CBZPTWH9Shsnnp7H+tVOoZJ0/hu3sHp+F80DFdRmLLi9AGsXW3jrj9fw0LMHJkKCBmSjyrCLxlsfGaNrSfWa9NrR5xeVPkhBamkDBet9oBpMwkN8N4JhabAqOoIE/JhS9q40UxXvyU/Qw7dWuyAAdEtFfcbGkTMzo+dAtiPKZRl5GTkFcLtBpgytfM70vAhu10e1yTzaNKKAClx9dQsb17vQLRV2w4Tb9dFreaARw8+gMWDXmILX9iIYNkO9d7rBwBQFbojAi1Cbthj4ZHJ+mraG3q7LSsgmVGkYmD9cx+r5JNdbL64MlEHSV8s9h/x8Hl5aMUtEIaBccR6yVN1egK2VLipNE7qhwHPCjJPk9HsP4tzXbjJFXyGoNE2EQYzADbGz1kNzoSLG4bsRNF0dkD/561USVHdKAU1Lasgn34ec/yjpTVxGIap8cEkfS/YKTyPLVAKJYqiqknEqgSTI+GSQ9/A5O/HUPDpbLlbe2gYlbO9UpwxML1ZBYzqRk2JS4ns3Ha98pidzIxk9Mnwv+TqmFFoScRvJtexzfEGUfCSYiBeySPKssyhzbr6NaE+KfaPRwKlTp/a7LyPpl3/5l/FP/sk/wd/+238b6+vrWFpawvd///fjJ37iJ8Q1a2truHbtmvjb93388A//MFZWVlCpVPDkk0/iD/7gD/DhD3/4rvf/TpPnBPC2KZy2P/Q6WbGyqjpq06l327A11GdthmKfUMZTCgq7xjwZXlImRs6DL3weD10StScla15O8BLCPgaZoFXVMbtUw/ZaD5GpApQi8NihV502cf31bRCVsNrmhIxdaixjhY+ynEIeu6IRUXs26EdYPJPmsw8wiOQfq6JnhBC/HzDgFTeCbmowqzr8pLSJzKTinLVz+AAGPgz8xr3TsqDFD9vLr2zC7QVjHcK8zVSvJ4NPzStpe6VEUJLnhZe+sesGrKqGmaUaNm90mUDS6qKz7WbWbnH/KW8eIIBR0bB8ehrn/+QWQADNUBB40d7KvFFmkZ4+WL2/lHqwHOmt1S7Mmg7D0hB4TDDqtzy4XZa72yBMuIuCGL4Xwa4Z+1+/HgAor3XcZ4d8brEQZAWk1PpPxW95L8jtKq73jAiGCrRAqiCVXVckPKW/8TZul/gz9uIpgegfTb7M99Sw9aR8VwizyvZw6McI/Rh2na3DYMsF4vHGoigEYTD8yjPPL4NSiktvrsDp+KjnamQzj6aCwE/BnOIoZujOOaNfvtzlzq0+Vs/vIgpiHE9AyKyqjsacnXhQOxkjBSHMuLp+hUUIGJaKMIhgNww4HR83L7Zx+NHZyeZ+zNJ4ZAIhmWS3ZvGxM24f5bMiZ9Qra4GfyRe+wRC/DUtlUVdOhONPzsGqGejscMU+8aZK/Tn31TWsXWzBqukwKxqiMMbaxRZAgIWjw7EI5HHlP7P0MwKzoqVnvnRWek4I1VRZOodUZq7X8rC12oVV02DYGjSdwK7paG048IMAUQBUagaq0yb6HVZ/nVfK2V7tZnkl2BrTEsVXUVMjnOeE0HRtQJk9+cwCKAXWr7bRb5dEmkmP4KX3imis0oo5UoTGxidz8Jo4pgwLQURsRkJW44ruzlpPeLgppVBVBXbDwO6tXuJUYUqt1w1YicPlaqFjCeCyEoCYpookmFJJwd63Kh1AccwA9rIee+mzUryoQ5+NgUcqEkIEaJ9hpwasSsMQueSeE2R5j1B4FTz07AHmgLP6ILUKdJNVvur3gomcFJNTVrPPlyYluTOuCJCYRlQo/BmPPTfwSQZ9IFu2bvwuEsglQ9M69uM38yDQnhT7v/W3/hZ++7d/G5/85CcLQfPuFNXrdXzmM5/BZz7zmdJrfuM3fiPz94/+6I/iR3/0R+9sx+4xsdqhN3DlwhrcDRXX39hmOb+PTBcuWFErmpCBWr98Q3FvOCfZU+p0PNh1EyeenisER8sTZ1ScD/IyfEDxQVkknPL7jpyZwfRiJalHGkDTFSw/PJXm3ie1afOW3GGHi+zV4SFXRWO/9PImnA6rK7/88BROPLMwcG2m7wSijuu5P7mFfpJKwEzBBIsPTUEz5MNBmosSw0fhvPB/y/V64dWQDxZ+CC8cbWDzRgen3n1gTGVUaoQMPniYnWHY94SQgR+JQpIyT9LtlMKwmVJfaRqILkd47Ys3cO31bYR+BFVn1u7HP3ioMFpD9grzR555fhm+G+Lqa1votTxU6uaewujTeuwT3XZXyOn4CP0YjTkNqq6AEMb+raoOVWf5lP22D9PW4PZC+P0Qp57Z/zJ9gcfe14UX1llOrUYwfaCKAyeahdEcWes/hABYxiceJGKGzOTzJDJK7lrZm56POkq1p730cPCZ3Js1/n10QHKiMTIGGwAwLBWzyzXcvNSGowfMcNuPEHgxTr2bgXW1t9ys0jhkCbCzbfhG1A0V7/rWw1AqPtTIFnmunCoNAwtHG7j22jacboA4itFr+Yj8OGP042GzZk1LU8QqTKjeWu2i3/JRn7GKoxdEhwmcjsfqPVss3Sz0Y+gWS/0K/BC+EwwfdI4oBg1ghXNVwHtLG8zcOOK6UU3S3EdS/Fuezjy/jDiiuPjiOnotD4QQLJ+ewpnnl0Vkh2iDpvuj3/axdqkFo6LBbhigUQwrMa5vrfTQ7/hDZRp56eUj7JREnjJsTTgDYkqh6opwhCweZwbfMKnkQZP68aEfozajMdR1RUd91obd0LG90sPyw1NorbvwegE03cTiySZOv/dg8ZwBsOs6Fo40cPNSG4rGarn3Wh68boiFY/UMYC3A1tbRx2dx4HgDUwsVNObsAZ4vb9+yUHyZKo3xy8VyPk7E/waJxuzM56kFmqZkDBa6ycopcw+32wuELtiYq6C13kMc0UwUQWPOHojoycuglAKKNF6iEGFYFPIspcx5pZbvy/Ta7PedHRedLYc5IxLlnlL2nHFTG7iiG0cUdl3HkcdmcPlcDwhjEEToJ5geEzspJiAa515d/syW+gkgAxIt+h+zVAnfCbG92oWqKZlwfVmh5/dNZmCmgJK8Cyp9l+vb24H2pNg/9thj+L3f+z0888wz+PjHP16Kiv+X/tJfuu0OvkOj6eyXV3DpxQ0odQIrCa9dvdBCHFHMLudQSEmWuZBcCB63guYV+6ynVMf8kTpMW8O1N7ZHbi6+YWVPvAg1lx8jeS7kv+V2NF3F0992FEcfn8ONN7dZhMGMhY2rHdgzBuLEG05jOnaOtNz9vMdeHvvMUg1Ox8fhR2fQ2nCgFRxwnIHzEGOACSE3zu2wuuwEzHJa1eC0fbz1f29i4VhDzIs81rFpmEtO8k6XMUKzyqI0eO7oWI+ThFOa+W38fhcanSTPDbeA05yiIvLZVOaruHZ2W+HBHr4AAQAASURBVABBVpomvH6Aiy9sjAS3Sp/C3vGj719CY86GbqhYPFVcFWAUpcO/TS3qDpAteXLqtiUEtMCPUJ2ysHCkjn7bR3fHBUCweKp5R/ABWA4kE1aqUyacXoDV8y2c/dIKHnrPAXZRLowxY/2Xvn/gKdXqMNaaGeGxVxSS1HCWf8tes1eShaBJ87zl9AneVlEO/LEn56AoBDu3+qz+OCGYXa7gxNPz0r3p9XlvpUwMm2G8LuqWhpptFe75k88sMFCqHQ9eP4RhDUY2ZfO+mQEAlBkrujthEg1gDcwF43cpj+Y5z4EXJZFHTPMPEoBQq2YM5gUPoyLNr+zScfX6XHPDDMoj9XrZwJ9E45Rh7MikGyqe/MghVJoG6jMWkw00Bbqhwu2min2c4Ofw5zgdH2ESbaEoQJBcapgqnK6fuXdYf/Of4zhRGhJjFV8b57++jn6LO0LmMf8IO2O5EhjHVHjYfTfKeJDjiMKq6Xj6246hs+3CaXs49OgM1q92Uo/noM0MnhNh9lANuqVh5a0dOL0AdV3FyWfmMXe4PmDo4ak1ZkXH/NE6AzXOUSYUf4jHfi8kDLSJN7VYjKEsNzuJ2FQNBQTZ9MHpg9VsigYAEIYrU5u28fgHl7BwpCGiCK69vjW4xrjsIU2BHKGgKEnUI5V4GRLnVe5F8N8JsnwPSNN2Lr6wjsCLhPHnsQ8sseck62OS1AYaxyCE4LFvWYITtXHrjQD9lofajHVXsH5IPlqBplyAecrTa+U1xr8P/QhvfnUNq+d2QGkamVObsTLXCUNQLppzFDHQQ5K8w8QwV7B/3g60J8X+r/7Vvyo+/8iP/EjhNXcCFf8dGiThKajrIHaMMCACAGtrtQunG2Baup6B5LDdkM83ASSPfUEIY5xYTTnwRV75LyMac489E8PiMT32RV4p/lt91kJ9llnW7VoasmQlIZxRWBwuWdY/Ph+D3q6UWC1YjXmONp2scCt7s3IUuBEQU0wdrEDTFBi2jtqMmSA+t9BcsBm4TpHHfg9OlMxv/EeS9XwWNiAp7KMoo1QVGGeGkeyhGvwx2wCRmLBYF1GqxDgdts7NKkO9VXUGVKRoZCi4VWfLgdOtZgxbccSEh9rU+MCLpWO8//R62HUDs0s1bK30oGq+8AD4/RALRxt44kOHUEnCfkM/htP19708TurZZCXTVF2BXTMQBTFWzu3i0MOMW5Vb/2kqMEl4FplQ3geJpP15W80koe1EKZiGcbWskQ/hZ8Zk6zsTip/8G8csVDbKuWx1Q8WJp+YRU4rXv7KKzqaL3VsOvvz/PYcDxxqYOlDJ8IJh5PdDtNb7mFkcnRbDosiKf1NVBaffcwDNhQpWzu1AM1Qcf3Iuc00+75u3FXgJDk2Np2xJ65ekHjpOlYaBA8ebuPzSBhRNgaoSEX597Ik5ljrT9jPtDCc6nuBaEHlVeuk4DY6Z/zHwM5F/G34zV0Znlqrot1KlPCNT5M5RbjgJ/QiE6GL+A5/lXI+q9Z3Nq5c/U+Gxp5QWOkKsmiZqvnMlMI4o7Jqe8OUu+km5Ss8J4XVDlupY1eA7DJen2jRBeApHbgK5snjppfUEq8LE1EEbUwtzOPH0PJpzNtYutgben4wLVKTUsx/Tj6XX7JGEM0T6Lr+++VzziM0rr2zB6bOKAVxp1Q01mzKagF/6ToTFk01MH6xmHF1FQJT8L1mOkzEFuBGEGyb5TXGBx150n2CAv/O0nZgClSkTXi/ApRc3QGOKmaWamONxUhtEWkdEoRmK4KEPPV7B2vkWjj05h8bs6Mja26H8POaj7GSPu5roAunF7J9rZ7excb0D1VBQqerg6bTTBytYOFof9NjvAUhU7kdMy3n+g057Uuw///nP73c/3qE9kvAUzJiIDB9Gsul1k4GgZMLSgIyQzPNNinK7i5R2oVCpBZx4CDGUz/QeGqPQYy9kXJL/hl9LxSEge8vthp4JWaKUMiR/P8aJp+bGEuoAlvczTLHneVsABlIY0hzY9JDkshJ/R6atQTNUwYxMW4PT8eA7IUPALUPcHSXIDrOvSO96wL0uxpVeOql+kRcS5OZLmW7Z9yT3c2JdBVL0YCCdG6IQuEkYY7WpIgwYcnAEDhTkFYJbXXt9C71dH1fPbmH+cB3zRxhIZFm0yiR0v+V5c4Ruu25A1RUcOTODxryFW5c7wgNw6JFpHDzRhKISEULZ3nIm8wyOSXwv2A2DlSZUCECYIMwQrRN+VZKvx8IUs5eQgqiOB4kIIaP1qpGuT0DEspZtO+kzXxecxsmFTfs3WW5jJhRf3uMKAMm5RpHkxUcUN97Ywe4tB7qZKMWE4PIrW5hdcnH40ZmhBhG+z6+8ugm3G+DKq5ujgVRHGIZ4aOz84Tpam87A7/m8b1VX4PUDRAHFwtE6Kg1djDsTvSA/M/n+9HsPwO342LnVZxVqpiwsnmyy0qjS/E2iX4+iUqNvpq3BC8pC+IUtaWSj6b8UXPDO/TbiXl5+VZyZ0n35XNpKw8CBYw1cfnkTbj8AjWhSTSfC0qmmcAyUPlKOjMmh4jNelp1Hs6Jh+mAFlYaRqd7ElUAasz4eOTOD+qyF9aspXz7xzDwasywagUUrSnKX9Ax+BnNlkagK7LoGEIJblzqgEWB985LUz+yYuGyhDTHiCqUqr5TtAwklOqPZZ//m/EbVVTz5kcOYP9LA9moXx981zyJhEsqA67ZZSt3iySaOnJkZSCHIy77sQVk5Dki950Ip5LxCWqc0poNOnUHdFTSWjNtVDXHEzj5QtiZWzu+iOmVm8vqB4akN/ErukebUmLPR3fbvSn12xo+Kz2wxVwrD1eHpJyLMHgRenztoGEAkURXYCXbX1moXbjeQDPoFzxirj1SkHwNgKRV0PCPxg0YTK/au6+Lll1/GU089heeff/5O9OkdmoBkT4FhEZG7IjwFeXAQSIet8L4kHsvEa6EZSqFyw5EqBaPj7Y3Qg+QyI9zKVuSxT8OgSjz20iYkCoGqsTIkBEQw9Otv7mDnZg+BG8Oq6bh1pY2X/uDaUKEulg6NYUpdHFNoklKRCZfP9V1m+nbdgGaxEEHd0hAnefwczMas6IOGgpzBYxjr4UaFIiYnvB7CY1/ECCXT6jiqff7QzbzD8Rlt/klFdgexFmIKJK8vFgYmwubWUOA6ITRNEUy/CNGeCz66rbK0A0Jw9bVt9Fs+Tj69IN5nUTrG2CSm8t4qmnmEbt1ShcfzyQ8dRviBWCj8/baHzraXESZ4SOT4nsHxiPMrtx+KVAuS9Jd7t7q7XmZtEALJeJUuPr42FEIQj/Tv3Z80aa9JidaTgncNrr0U94GKdXH9zW3s3uona0PD1AEbhx+ZGVFFZDCkciyi6V4fEP5yfSQKgdsLsH61DaumQTfVJKqDlQ7bWu2i3/YFkFQR8X2umgoDdiWjgVQpLdcj5bx43VLhdHysX22jNp0N3ZfzvvstBt526NFpHDzeyPIFychRhPCv6SqOPzWP4wA62y6OnJnF9moPuqGKM5iOyavHZekD2mJhY8mVmc1ZwvLHLtOaGuzyxpqRer30YFmxzxxHBd+devYAvH6I9paLfteHYWlYPj2Fo0/Mlh5f3BDG22OgdLLxHQI8b0CmKZh/YbCOY4CqSWm+Q4hCKviyXdNx5bUtxBEFjWMoSbprxtCZzJJcGk1RCKKI4Qxxham368G0tQTIuNhjXwRoxonfog7JI98rZZwhJc3nZS2zkqQP1vSM8brSMPDUR4+gOmWKak/rV9ugdBAboJhXJr8VILjL/JUbIVl3qMCRKh4XyfBtp8OqJlSaBtxeKIw8pqWis+3Cd8Kh+foDxPXUKGu00XQFvhNi41ob80cadxTMNy8nyFFdlFJEQYxXPnedGT4jiksvbQhjKwgEMGJ1Sk14AbvZsFS0N2OWlqWQJNKSlW/My8wj+xhn11ic8N53QvEBWJaFf/SP/hH+5b/8l+8o9vcBySV7qBmCKDF8J4LvRDh4vDEQhi4LydwCmVdodENl4CM5iqUQ6LSx0SRbm5VEexuq2Je0G8fZPCZW8i4CSBqy5LsR2psO7LqCmYNV+F40WqiTPPaBV54+Ih+KZdZCtxegs+VgasEW81NpGFh6aApv/tFNqDpjUDw3bOl0E1ZNF7l54lkDKQpD5nqYBJTq9fD6ITwnGBBIx4yazDQpepNTxjOfSxqU0wOK+0vFz0IAiiiQ2Khkxb7SMDC7XMOty21EhsLK4PSZdffUu1MgLFnwMSwVTidgXpQwVRZEGspteH/F2O6xlplH6PacEJdf3sLssosjST1nPjfccysLPnI+834efJxfvfXVm1AScBynG8B3Qpx69wKsGlPsB3LsufEqlj2eyb8CTfkBVO3FXij3tMuXlf4uzcuwi/m68JwAvhOBJGBF3S13LOU3Td8a0aHMfcVekdT7TDMCtdcPEHgRqlMmzIqW1j+2NXR3WBROmWKfqf1sqmPVned9KO1/zNZg4LFa45de2oCiEAGMyo0hct63qjHj+PzhOgP8E41l1y+NU+VMVnAACPwY7rkCkc7GGMLQOZTGNMyN5bFPr85+KrhPGKxGLlzpA02UoDE1e3nNZKN20hs5T5fPVkUlOPXsAdRnLFx9bROVJku9ohFzOMiKom6qGQMpUcAqJ7x7YaCmPVHYeSUD8FKUyzNKopiICDRCUGnomfXJ5QJe25x9OXjOyKXRAj8S3+sGqxjQb3uYWawWGnp4u+pQxT65ZgzgvEkp5Q1EdC7fzQE5kbLc+Zc/dx03L7WE8ZrvR8PWMLVgi7rvDHF9UPEe2PcFxivZY5+PeGV94++/ZJ+lwwKlknE7Sdvhz/KcEAphWAteLxg7DS57VrPPYRDjlc/dwKUXN5IUQw2zh2p44kOH7kxYPgWykSDZqK6rr21h80YXAEs9kI2tj3zTogBGDLwIuqmKOWaVHRQWpn+tDa8X4vob21g+PY25w/WhFRoGusiN35KziKWwvf00+z2F4j/++OO4cuXKPnflHdor8ZI9N66vobfjQjd1LD3UFPmqeYpTzpQ5iPghqJsqnG6AKKmnKe6TFCpAZrzDT2AaxyBKYm1WksiAwlD8rOgwYE2NkbWk6irgpIp4v+1j41objXmbHfIEY6Hjpx57hrhaPg45YiDbvyCpjdvZdtBvs/DP5pyNRxIwlMc+sITWLQe768ziyEFQDj0yjX7bL8U6YH9gqBAnzvgiASs5AF/5/HVceXULoRfh/J/cyoamTqqMMmmFzUPe0VP2eSxijcnjECGLBV4YrvQfe2IOikqwca2DfqKknni6GNyqxpGpEzIsDf22j37bE3MeF1RGGJ8GPUR3m2TlxqpqoBQCE2NrtQun42dLAiZbKuOxlxB/x3T5jU1nnl9Gr+Vh7WIrBeo7yYD6eJ5smfU/+TH5nmSufWD1+n2YXuExKbAP8HlxewFWzu1At1S0tx2AJJ5HhcD3YlRn1OFVRJKlIBTyMXPdAYgxysJfBiRNeOyZQqsmRlZZgfdcFoVmVvVS3iLvc9nLNxJIVerDwE+URZyd/fIKLr+8CRBWUpVSDBpDKMv7tmt6tsa45L3KGId5DLo0R/z6onQH2ds0ll4v3TOUxnDYF85PWdsT6vXMeSZZoTHc2AKk88MMwAoo0qhDToVlYxPjSm3GRH3WBiHsLPESw00ayaIChMBp+7AbBmozluBbmqHg0fcvZfrC64znw//LSJTrkgwURdfEEc1GPUrvivMPOXJT9qr7SeSmafNUkMGQca/PnBFmZYg6kIRRB16IZnt/a6ELnpDV5DNf5OVESimund3G1moPlaYhjNd8P04dqIj7RbRBkcc+5/EVRrZSj/3gGQkKZjgwBtvn/8rgedy4zcvrGhaTt922D9UgOP8nt3Dz0i4OPTwqgir7HLnf185uYe0VDyAEvhugs+Ph1uU2rr62hcc+sDRWu5PQYCh++pvTCbC50oXdYFg6mqEILIuVc7s49sScAEbcvNFFFFLohiKcX4oCrJ7fhW6pmVLWnW0Xp99zcOI+DkQE77+t6p7TnhT7n/mZn8Ff+2t/DR/+8Ifx0Y9+dL/79A5NSLxkz8wVBVWjiUrDws5aD36B95nlFXELMZggKDz2qWLv9QNsXOugMZuWPskr9gM50SUkhylxK+lwjz0KBY28IBl4EfOOH6jAquoDyMSi7NAIoY7G7ABV1KJSUYPXiXFIgtebf8xq49ZmTeYhUghWzregmyoOHG2I8ErNULCz1sPJpxdQnTKxc7PHcgQJGcirT6dlTFdKoWLPDsDttR4UTckwRoAJpEVAPOM9EAAKQg/3SANeo5wSwUnOsQdYpMXxJ+ex/NA0Kg0DnR0XD737QMYDIQs+uqXy5uG7IbQEwK295Yr2J1JaJEr7f++0TFm58fqhUOwF7kAvQFO6nq/pfCg+gEwKxH6Rbqg49e4DOPTwDGrTJsKApQXohgqHDub1y3uNKUbZPj7QOXKUC37jXV52nfCmSy4l7nn0+swz5DshfCeEYbN0IP6+FYVFa6kqYTgHZXxSeDeKvWqlQ4whvCKyd0QIWEh3i6IQIeStX2mL8osMTCxIwMTS9LL8fGRT05KFS4tTc/LzV7ZjKWXRTivndphCn/AGuzoYCcDb4OdIHg07EwGTO+OI9IGCe5SyfcmkJhVQPix5XDZE8ny8gIT9QVYkSlbAOI8t85ZO1AjrhFjLvBoBP0vygLTcgE4Igaoq6ZlDgCuvbGLtAjvDuQyxfqWFatPA9GIFICxKw3cjbFzv4piEUSGUBvkQk+WZom4rbJ2k51nBNUmKQRwPylD8GYTIkZsbUHQiogL9fogDxxqp0h6na5Kn5Vw9u4l+K0CloePo43MDSp9cnhQUg46B2yQhU0lzNbAUMtGMEODQZlWHWdEQ+lHGiWPXjNw5QQcV+yLwNZrtU6Z/JJuGJO9t+f3kfyeygSFpP19e1+l4IASoTtsgICCKMjKCKv8cNibGA7ZWuzDrFXS3PPTbPnRThWKxMrbn/+TWWO1ORLl5lKO63K6PyGcYU07kC4wuLpfz6OAjZ2ZQnTaxcm4X/TYrK3340WlceW0LVk2HYWXf88a1Lg4/Oj4OkADxlmTKgTJ9bxPak2L/r/7Vv8LMzAy+4zu+A8ePH8fx48dh29nwDkIIfu/3fm9fOvkOjUdmRcfMQg2KomDnZq/8QmkPKhJziyOKKIjw1ldv4sqrm1BUAquahhvGccys4xxAboJQ/EyOvRR+FucYNrso97f4nYW7yeBITifA1dc2cfjRWRx/ah66pcJ3o4ySOFKoS8LoVI3VP9+80UGlMYiMHlOasS7z9vttH2sXWzBsFZW6wcK86wYCJ8Ktqx3BWAGgUjcQ+rEID82Et8pWaVowLyWUz7eTiaPG23UDisaekY9iEO2MKUlRmjLD/BKQ2yhtTwg8w9cPL00CZCMY4ijOlE9kFThi2A0D04ss/SL/bFnwCYMINKLod3x4vRBzh2qoNAzsrvehaQrCMEYcUah7UuwLPER3mWTlRp5ihumgDOwDtxeis+Vg+kBF1DgmJXtwvyj0mTd2drmG9qYDp50c0LTgoJU9VJJnIA+i9+BSVvkrpAFemP879diHfoyX/uCaCB+moGjOVXDgRAO6pTJcEiVVdJjhVUEU0dFVRJR03sfP86YDxmBAem+SVs0V18OPzcCqathe66dlnp6eR33WytkVs8+X93kUxIijOAGRDYfWcR4aik8pvH6YGsucUFw/YDROmuFpbQNrk6ZjTI3cfCwQ3wOD3uZMW7nuFmFqLJ+eRnPBHu+cHstCU3xt4dzR7O9FfaC5a7j3edz9LOMypIo9FSG3NPF0Z/oBkklbUTUFYRDD74fYvNGBUdVgWBrcXgDdUkEUVj6ut+tDt1QoCoFuqPCdIJOuyGUIuQRX+uTiAfE8fTGOgoEzj33M+F5BKL68B3mE2pVXt5LyijaWT09h6aGpVN6SDm+elqNZDHOmTJmUy5NWkgiacZXOcUiMO+FfRZTPsXf7AUI/Rn1WQxSw9FOzosO0NXS2HXhOkKmaAhR57AdTimiOD/HPisIVwkHjN8DkLK8fZkFIZQNern3dUHHmW5bRmLNhVXR89f93CXbTgGFpCLxwrEjTtCPZMTFFOoapErg9P3FwECb/BRS6NSIyaw9EkTVMycqzWdWhGUweyURgcbk8iW5SdRWPP7+M5dPT6Gw5OPr4HHq7Li69tAnT0th+0VKjQG/XLUwZLu0jN74l6V7bq92BSIO3C+1JsX/llVdACMGRI0cQRREuXLgwcM3bcbLeLpRa3hkjjUVYfOLdXWVGgWrTRBRRwcSPPTlXCOoxytKf9dgjE36WFwB4v7iVVfZAOJ0AnhPg2tltXH99G5qpCBA03ke53ImiKQiDtM7pMKEuDine+KNVXH1tC5quwLC1Aat0Pseec2mn4yNMcoMUjd2rqEREPjgdH5qRILfmFCYZqTPjlZYFklEI1AVzycntMtR409YQBjF4qUNZIKVD7i+lMiGz7HPm6/EVmDQUPzs3mXDCkoM7T1zwufraFpxugLqh4ugTs5hdqoowTs1UEYYxS0MZknM4sv/3ULGXlRsoUoWMboDZ5Roq9WyVAGEgO7slANRGeQZvl8IgRlWXKkzIP+ZYjNsL0d5y0Gt5GSVBNhayzt6Rrt5RmhhksexYpUywIgS48uomtlZ6MKsaajMWOtsu1i62AADLD03j0kub0HQFXj8UeBK1iobAiXDkmZlyPhlzr1rSiXHzvOXuF3m8kM4Df6eqpuDMtyxDM9QBMDGhBJYQ3+fXXt+G0w1Qm1ZH13GmGOqyt2p6tkZ2idGYjyPKeezlUHx5LmRjbt77PZAfTtIr4ty+LMLUuPjCBmaWKpj+tmr5uOW+jFqKRb+XrMdxAOSQv4Ybuckgzy98hoQVpOT4FQfULHIcyJgPQrEX4F268OSpGoGqqQiDCFEQQTMUUIUg9CNohgbd0qS+cPBK2Zs+vP+EkAQYL/m7JBQ/DHKgxYQMrCMgxRk6eKKJzesdnHh6Abu3evCcKI14SpwsGcwZW4XTDlBpGvD0MKP08etEGHUiGwFjKp1jUF4BZx3NXpPHHDJtHZqhwHNCmEl/KKViPxq2NhDZpeRz7JXB8sapsSh7ne+GcDpxphwiUXia4w1ceWUDoICdnL1nnl/OhOKn48zKdWZFh91gFZEMSwWk821k+hDvhzQsRSEwbAOqocDdDUBjQDNVxCEDsFNUVmXE7foj252IckZeeQ9bVR1zh+vYvN4V4/KcQMjldsMAbvZF/+2aDoI0fVAzFHhuhMasBT0Roz0nhG4wI9z4XaQIgxivfv46Lr64IaJ0Z5ZqWDje2PfSvveS9qTYv5Nff/9TJtwv80P2Gtlj32t5zLvbMBhYi0pYPUkwJr5wtDEYbgQMFah5OKGMZk8pTcP/SxSHKIzx+h+uYnu1B68fwu0FCH1Wl97p+LBrOuqzdbg9BoKmqOxA+pb/z0MAmEW5v+uh0jRHCnVxRHH1tU2sX+0ABKhOmQj8OBuunh+HJJTx2ri+w5C+edgbq0ygZjxgQgCRw/UIBnL2JwlvH/Yzs5Yq8NwQqqqIa2WBtL3ljPOYLEmH1Ri6/NA25L+5kM9/4mCJ+VD8bNg4+1fVpFC5go5wwWfp9DRuXtzFyWcWAAqsX+sAlHl3tKoC9AYP/HHpXnrqZeLr/eKLG3CSsLZjT85h+mBlwGOjGkrisUkNZI++f5FddAfGE0dxUnM3e5BmvJdgyv/L/+c6rr2+hX4rwLXXt9Ccq+DkuxcAyJ77B9uILFKixpjr0tDnJPTH7THPo1ljPBwEsGo6Qj/C1moXz3zHERCF4Pw31hHHFIEXwzBV1GYtYdQBCkK6wQxycjjq2BE+MQXRBqO85BzVoigeufxidqwQk1U0G3yfHzkzixtvbuPoE3Nozg0HjKJDFHsaA3Y9LalKVPYMngOaMRoLj33qTc4/J79u5So1bA6kPkltErk9qa+ykmYm+AQVnfVnc6U3FDcm27lRPxd4lsvW7Th6ff7vnHIwbqQaAQFRWQ741kqXtcGjSgoAaeXHcGOwVWPnpO9Ggi9pugrDZjXvAz+GZsQineXo47NCoQSSaL5kb+Q99qWh+EmYferQKL4m4oq9FLI+zIBs11nOeaVhYGeNOWmEkSgZu5yupWgEZpU5I/LKZAazwqTC2D2u0jkOFaUgDKZhZn8zK5rIyY4jFknKjNchTjzFcrb5OvX6Ibq7LrxeHdpUeua4vRBO20Njzh4YA7+XK+6XXtxAFLJKS/VpC0fOzIAQIvL8QQiqU1ncjUcTfCX+YkluHHFMEwXWTIwUEVPuk3UwKtJU6qz0mSnEs0s13LjpgFKGGRSFMWhEUZ+xEIXxeO1OQJkUo6Qf/HtKKY4/NYfmvI2Vc7tpBBaXy6V3zZ16fE9U6oZ4z31dEWlZbifA4slGFitojE5eemlDGLmrUyacboDVc7s4+6WV/U1NuMe0J8X+HXpwKb/5CCECJb/f9hEFMayKDqfrCyYkM3EeQi63MYw4UF/W2iwdskUl4wiEol2bsRD6MfotjlrONn2/E0DfdNA8UIGiKqKPgRfhqY8ewdSBCgIvwvLp6ZEHj9PxsbnShVXXWR69qqDSyFqlzaS+LT9c3V6I1mYfs20Wxn3wRBMXvr6OfseHVdHhOSH8fogjZ5gHzBcIqFyYS4aceA84SI6YtyTKIY7GEJ+HhH/bNZavur3Wg6orUDVlQCBt87rM4ypxdFDBEJ5U+XWWesDYP/ml4/VCtDedNDcWTJAlGIxgIAX54KqmpAfKkO5bVQ2NWRvVpoleUpaKAqC8pixup5Y9fxf3VsPnyk1zoQK3F+DomVkQAty83BZCkIwe7vWSEjKEMECbJ+fu2Dg6W25aOQJmzhiTeiw4ABAPFQUhuPHWDogCLJ2aGlSEHkiXPftnFDLvON5LQgi8XhKiaqoJvgK7jwOi+m4kykFpugKnF8CyNRw8OYVKw0DgRZkwfhlpWmhoecVzjCEWAWTJ3myhBGU8ZYNzIiK+xqBKwxAlsUb2kdLS9cNDuLnR49JLm+h3fNSmrJFG43zOcAa8jOTeKxn4IO4ZaE/6jitflSbzsHJUftPW0Nl04I0RripXnpiEygz7ma/KUjbi3CVIjVyTUBhEOPuVVVx8YZ154TSC6YNVHHpkJheKz/9NeYyqs3/thoGFow2svMn4CwHQa/swTA3Nhypw2j76bQY6uvTQFE49ewChhGEk1zEf2Ksl4+FnPosEzBlMpGv8vMdeLiVW0D5RIF6AnGaZYiuRTLpWpWEIz6fnBBmlL38dp7GVzjFI3g9pFE/Ok57BHGLjP3JmBtUpA6vnW3D6Aeo6i8x55P2LWLvQQhiwlKSLL64jcCOBpn76fQdx7qs3cfnlDfhuhAsvrAsex2Ve3ieOTwSF8RNKIRTD2owl8vxBAc1QRcqlfIaWbGsR5VFtpsorB5crNBqWUN5jDwBHzszCVgO88Udr6O14gEJQbRiwavrY7U5C+S0ue+wpBXSdySOn33twwGAc+hIWGMmvb4ojZ2ZQmzGxca2bMQosPzw9USi+0w2wfq0Nq64zjBmNAbHGMd331IR7Tbel2H/xi1/E//yf/xNXr14FABw9ehQf+9jH8MEPfnBfOvcO3Q6lnuXSKwhh4UjJLmIlJ3hubmqK50xctzSRXy/TMAEvXyKPhz8Jq3aBY9rpMMu7WdUBUPQ7HnRLRRjECPwIqqYijil6LR/NhUqmj/ygqSRRB+NsVKebCMMzOtxeIA4VVSXobLvYudnDgeMNABCHxZVXN+F2A1x9bQvLp6dx8pl59HY89Du+YD5Lp6eEdzEVXLMeaDm8lcappMMMDCRzIJdR6tkZvI4fgNOLFZF7V5suFkjHVeJkYSKjlOUF1VJBOfs3Dwm//MoG/H4Is6ajMWtj+ZFp6IZaWDGgLBR/rFJJBXImN6Bwb82ePfYF6/pekmlrMG1VhFUCKPTYaLoprpcBbfZzHPw9X3t9C71dX4T+CyMCUgFBBgAyLU3gVnj9EOvXWHnCt0UoPpAqy+P0v4Sfc1BBq6ZDTSJ0xAMojx5iYZiUUuimipnFKjrbLqxqWmKrLKQbAA49MpMNlR43TaNEsRO5+pJmL0fiqAVnTWoYHj4frP3h64JHJZhVbejcs0it1Fg2e6iG3o6HI2dmB6MJSvuQamIZVPw4valsKPJY8/n3wGD5LDlNQNVVWLUxhNVx1p+sfIv7SgwCcvRZaXPFZ0U+faG0Owmvff0PV3GJ54A3Tbi9AKvnW4gjike+aVG6XnoHydJSpUiSE0/PAxTYvNGF0w9Qm1Jw6tkFnHl+GVde3kQYRGjM2UxRMVUEfI+BgbnFEUvZGDe1jSgEcRBnUgPypKgkTevIlIUrmC/pb5qMl/dFjgxQFJJN1wIynlBZ6Rv3utshEQU5ZDNnIxgZA1B1FY++fwmLp6axe6uHY0/OoTFrIwyYovjWV9dw/fUdIBkvT9lcOb/L0NY1ZuCQUzlP8WiwJA+bR7DyaBmeXrm12kV700ny/FX4UnWm/BkqY2dkojJjJLgMRBgpVs7twu34qI5hNBTzl4mCYp81XcG7vvUwTj69gFe/eAOr51ugNAYhZOx2JyKaxdHIyIU0/aIoAkt+7Rw7SY5oZbn3hwAgYxTYvdUXpXrHIa8XIvSYnN9v+8kzKAxTHQoa+yDSnhR73/fx3d/93fhv/+2/gVKKqakpAMDu7i5+4Rd+AX/xL/5F/PZv/zZ0fbSl/B26Q1TKI7MKkYw4bdoa5o8kuTAEIFUtYzk0bLXwEBl2gvV2PYFcb9cNocByY0LWY88+u4nXqdJQ4XR9RAGFUVGhxhRRSGFVNfRaPgIvhO8E8F0ycNAoKkHoj+d1NWwNuqnATw7qOIyxdcth9YejGN/4/atYfngKzXkb5752E9fObkM1FFi1NL/fc0Icf2oe80fq8HoB7HoCxsbztHORC7JFXdThzYXiqypBKF1bSiN+V3UVT3/bUSwcbaC14eDYE3OFdezHpsz1RHw1oaNF3MCVCUUnsOqpVZyHR/F6v5xkzAZA8tjrksd+yKDkcFi5TYCF8zODyl499vwht3f7flHRPBAMemzy4X8cBHI/c+wFWJOZDf33nBALRxuJwMa6wgGAqrYm7ZWkLnMvyJTse9DxXPaj/043gNcL0Ji3MbdcEzzcsFS4PVazfvFkE5W6ngCMsf0i51bnozhimhpGV87tYu5QDYqmDE13KSI5TDMDSiWNuwhArAjPZRKPvehmbg/kgeZUk0CrRKg+US/pf1ZordQNqEmawMC1ub7lw+rl3wnJlWcTCv/g8wXJ6Qu8P6J81jpAWM1qrnzNLlfHiljIBVsVkvh90KY6eO1o+27me5EKIUeEjNEjrx+kOeBhzAB/a2yNb6324HRSFG5I74CnhnDFnoPiPfSeAzj2rjnsrPVw6JEZzCwyfALD1pLyocz4z88kvpbOf/0WCGH5zI1ZG0unp0Qa2fA69jQD5pcneb9kcYrKz7istzSVs/LGMK7cFYZHSzTudXulFDwPpbwlj5UgGywMW0V91k6rZVCWlnHzUguWFGFaSXACbl1qY+5IDbqpIgriDI9bOj2d9AkCd8Gq6PDdkL0LQkT0EwERef4EaYqS7GRyOkEmLVZ+ZbGEy6DpKh79wBIOnpiC5wQ49HA51knxHGb5LKfGnI0P/L8fwtWzW/B6AQ49Mlm741L+2XJkqlzJprDveYYizZPMGjPAhMh69schJucnOClcbaGsJKRV0fc1NeFe054U+09/+tP43d/9XfzIj/wIfviHfxgHDhwAAKyvr+MXfuEX8M//+T/HP/tn/ww/9VM/ta+dfYf2QnlFPPuLXJYijihOPD2P5ryNiy9uoN/yMznqG9c60M2cF4UUb64B79xrWzj86AwOnmyy62POjLIMG2Dh45qhwnNDKKoCRWXKdpQodNOLNcRxB24vhNsLYVX1gYNGURXE0XhhOqatYeFoAzcvtUEpRW/XQ2+XhWg35myohoJLL22iOW/B7Qew6kneei8NT7t5sYXmvI1qw0AtQf7cXe9L4X98/rMeF+7MIkoKYsjfBRNIotFhuDz8u+i3OM1Xt2usVNNgzmqOi46ktM30IE4GInmfRjFdgiyIj6oRlvNrqwi8SIRH5UFu4phCk2rG8j7k8R9Ke09pxooOsPUFsP0QuBG2VnrCMJQ/UEa2jXGE0rtD0lDT90zG8MQ0DWyt9vbNY1/0nnno/81LbTTn7YziYNUYABADR+LCGWWeZ4PhVgjk8azt7IGhfIh1vIcBcD578cV1REEMw9ZYmaAzM7j++jZ6LQ9EUbB4sokjZ2ZAabrWmVKTGmYzZRIT769uqKkHqhugOmVK4bLjjhPpfpN/yHt1kFNkCkPxR5dly7efvzwfleD0fezc7OO6so2H3n1gQBEbCDggyBgah3Yh3xbS9ZqOhcrdHdCWU5A4kmKO5AZ15vllBH6EK69sorvrwqoYOPnMPGrT5pgYFGS0wUSwj5wQUXjwlHyWv85dwxx7UuujukMT5cuLUZsxWPpg8hsDDPXgdgNUmmZyfXrmyh57rx9gd70PVVOgJes9oygm99JIMvIk+/Xsl1dw4RvrAIDqlAXfDbF2oYXXvngDT3zo0ND+K0mOfb/jo7PtsjSK3DlTWHZtRCSKzA9l2U4ACyb38wiUovBomca9bq+UlpNLv8sPjZcajgXwsmSw4LKBJGv5TojAi1BpmIkHPzH+a6yCjqpmPcMpj2MeYKKQJIKVnUE8BTUOqYh+mjpQYSH017sgKlMcfTd1hFUbBgOilnLsM8asOJeWE7M2Cr3aY1LZXq/UDRimeuc80nlnyRgOlvy1AFIAyjj7TossiPmS06PIsFUcON5IohcoNE2B2w/g90OcfGp/UxPuNe1Jsf+t3/otfPzjH8fP//zPZ75fWFjAz/3cz+HWrVv4zd/8zXcU+3tIYx3lJFvTMY4oDEsTubmhn81Rz3tKxXMK9hYXnnSeH5t453otD8cen0NMaVLuRbop+Vxpmpg7XMPNi22oOqtr3G/5iKJYhFqZto5T717AyacXCg8aOYRtFMUxxcl3H0B1ysS5r95Cb8cF0RRYFQ1TByvMshvG2FrpQTNVTB8wJcWcsvqcHV/k0WfmJj/nOY8LFxS49V5MRUyhJMrrSN5Ic/8OPDT9t/CSCfX6jKCbkzEyXp1SgS79QVYmGPovO7h1Iw2PGohmiHKhi3KOfW5MxR0YtGxHISv1ePbLK7j08gZ6ux7ikEK3NEwdsAWw2NjIqfeJkll4sI7hsRkA9rpNkt+z70VQkldl2hrcbp/tHW7dBxEAQGuvsPcgypb1Qxx7nHkdOD5CkQL4QNCA9DrBrcl74XwWCkGlaSIMYty60kZjbgFPfOgQalMm4pgp8zS5j+NH5D32chSH/AyBNF1hEUqQzowxO5sJP+ckcpKlocvnS6GhbgIvTdEaHjQwRajUDfQdBVtrPfRbfqYkE4BMNRQ+hlIjTP7rvAdS9v4n1s9R48kYgMSYstfoBisVVZ+x0Ji1MHWgCruu48qrW8Mb5+2OsYXyIH9Dr5UmYhh2QdHncTEcOKr4QLUCmgLXZpDrc2du4EV4/Q9XceXVTRACKJqCueUaA1WFDDjH3lEsedcVhcDtBmItxSEDlrN1hqezcm5XtFM2t1EQ48LXb2F3vQ+/H+LKK5sDlXiy+yE93+TKEPn2Mx77xLAvR4bkjU3jKpK3o3AOowx4XonHnivBccywMETKW0HpZEppxjsr9zkKKdSktKdmQkQ+cB5nVnRWepWw8tFzh2rYXmWI7aatod/x0+inpoEjZ2ZgNwzceHMb/ZYLMzGonXl+ecCY6SXAi1ZNT/L1UzkmBZWOQZTJ0dl5ecfS6JDEiHSnKC8nyHyqKEIye7H0kRR74ovSNGSn5Hh9BE6/9yDsuoEL31hHr+VB1RQcemR6/1MT7jHtSbFfW1vD+973vtLf3/e+9+E//+f/vOdOvUP7RwP7Ked5EB5LyizHkR+hPmOxUFmSZeRxFA/mPRbs13xIp9sNUG0aUBSC9asdHDjehKYrUHVFlHIBJAGAAMefnIOqKbh5qcVQfptGilhLIZhnmaKlqIzR5cMoi4jGTDl/+tuOIo4ozv/JLTQWKgwcJ7nVsDR0YgeKwjybOgd4o7z0hspCg/OPyjGeIlR8VqYqV+6OpkaUkR578fPgdTJTLc+akEzd49JAvGi2M2N5iUhWmZDLywU+E7jtOhOUBoAFMyG97F9VV4Q3chhx5VG+N45iAZTjtJkSquqs0kF3yx27bu/9lmOPGIXhu8BwT4wQkm4zI4GT/J4JgZh4UbZGCrnne4gDAN14cwdO4i1eeqiJU8+yCLG8snivAQv3SmNF4g/qPRk+C8oifHSLRbusXWyjMWdj6kAVTsdnRpBE6YkC1hgDm0ytffkyiZqeBXGyqhqrljJmDrToumxIywhxUjsFofhDPfYlSkr22qR5aQ3noxKYgqRC0xX4/QhOd1Cxl9sS/SrZF3klNjVeSPuJC/wkJ5hK32fazCnUpekIlCkj0wersOuGBJZW3NcMDTHEDr2NlPC6CdtKlc5iIb7sHrOiZUvcqqyMo++EWDzZhGGpGYWe30cISUp9MsNHdcqC2wuw8tYuAODwY7OIkxA6OepOhE8nOdi+E6I6bcHtBmIudClnlw2quP8XXljH6oUWKg0DdsOEnOvNzxl+jmbPu2Td5GPr+V9yBBNlZd6ojNVzn9lB00pDpPTdU5oA5obgtn/xfZzz7tJkHyw9NIWrr24DSCPSAjfCgRMNuJ2AKZ0RA2b2eiErvVbTmTMh2TSskowjjN+qlkY/EUKg6ioeee4gpg9WMLVQySDs82oGYZiA+L2wznCfmmtYPj2NA8cb2WgFyqI2C6sEjJpDMZflc3xHFfvcs2WH4SgZPKOSKCQ9zyVciDKPPb+uSN7MV3ahMcOWeeqjR1CfsYQxr9Iw3lal7oA9KvaHDh3CF77wBXzyk58s/P2LX/wiDh0aHob0Dt1hGuM05/XToyDCy39wHZde3gCNKN762k005myceGo+c32xx37wObLwFIWx2JSmraHf9uD1AqhNE4qmgPpxuvGlPazpKk69+wDmj9Sh6QoWT07h+pvbqDZNVot7hOWYl3aLY5arPoxkj0xj1oZV0xElACy8T74TwrCYELHy1g6iIEYcxei1ffi9EIcemcqUWEkmWHpI8lXO48Lz/bx+iNaGI8LxqAjFx0ghKVPGZ/DXrMBYJA/uRa/n/+aEfFlAG6cRWZlQDQUELF84cEIsv3tBoPZnwPNimvFeeP0QnS0HXr8uUGlHDiWH0t1rMbA2w9YQbsVQNaYkRUEM34tRnVHHQk5NBfv7Q8lkSlB+z2apyBOT5gbvzzjk90xUQDdT/I7Dj03DrOgZwx6QAgCdeGoBV1/bxOFHZ9Dd9cQ7FiHNexCE7geS/LAYhVUirpRensxn3X7ADLUAdENB6IVJBBETjhSFRTBRAFEYMfRwhQzs03yZxPqsLYyoLKx0D2tD9tjkDMu8Hd6ULOiWoeIzwX6MucKgwUc2MMnhnmEQQ9X1AaA53rdshNCQsec9TQP8MWtUlPOgy4RfEYovtVn0/Dwfl9fXKOKAa0Op8ILidVsUiTesvXQ8JLMuRnWIKGm1gosvbKDf8qBqKpZPT+HI47MZo05qdKVwRW6+npTeVGAR9nnjehcLxxoZjz2nOIxBkjBuw9bYWuqHma4HXgS7ZsCqGei3g0IZqd/2cetyC4alwqzqoFE215ufM4qSYgAI4uuG/5lrPqMYgclCYQLSN9DWfUD5vQUMvnseis9+g1hgsRSKnxqj2b+Pvn8Jmq4ORKQ9/NxBvPXHN3Ht9W30uwwkkfO4fsvPpIPkjd+qrmAnqbnOz504iRyZXa6JswmAkDEuv7yBjatdgBDYjRSXqbPt4vR7DrK2SFoGei/vh58fQ/Ec9ggIPA6xOc8an9Ifh5/R+WiocQ31Yv4phSo9O4+hwiu71KZN0UW7rsOwdQRuONLx9yDSnhT7j3/84/in//SfYmpqCn//7/99nDp1CoQQnD9/Hp/5zGfwO7/zO/j0pz+93319h/aB8p5KQpKSHquspEd1ygQFsPLWLmhMsZyAifR2PbQ3HVSbZr7BgVBHtxswy7kTQlG5AElYKRVDE8xPZtROx8fOzR68REAFYV5Us6Kj2jRYjd6KjpnF6ljhYNwAEUcU6ghjHEegBwCrrrOyN2/tAIRb3yO43QBzh2p4+tuPwKpquPb6NpxugNo0K7Fy5PFZtNed7NRkeFvWe8LnLPAjXHppA5s3Oui3Wa3u5dPTqM9a2YNsHCpS2mNkxIphAuEwGkCQzvHCvKBNMCQXNvc1F8yuvLoFp+vDqhlYPNUU38vWZm6hV1QiGPillxia/vU3tnHgeJOVURsyKHlOnE6AzpaD1kYfXj+EUWElD4lKEPkRFFVBFLKcvLGQU/dgJLmTRClA8n0a1+iH/fWCZ5TGjodqkyH/nnh6HlsrLJ8/v14BoNo0RM5rd9vL9NHrB9i95TC+8aARzfOESe7Nhc5L9wZeBMNiURDZ8FsmOEYBhaqlsyy/Y7lMYmfLwYmnFwRmiFDQCQOn2l7rYZpiJD/OYgmUC3/A/5+9P4+1ZDvLw+Fn1bznM58+p/v0fIfuvrMHbLCvMTHgL1YSlC/RlxCICYkAISXCVoiYEoWfBAgkiBEoCSTfLw6BJD8kRKIE9MV2MNhmsn1v9x36Dj1P55w+89lTzVXr+2PVWrWqdtUeuk/7djv3le49u/euYdWqNbzD8z5vqqyVKbcDRu2woVygTMoOJgqa5GIzosbF5Rqq+XKuBY5KQsqjXwPvcGCdlJRcHu2m2cMGwFD5iL2CQiTNwFzNja9xZByEW+ZnUjxuMzD7IfcqPGjM9vK1go/Z5nwFcchg2AavouNFaXUZfr+YjV/uFOPM5GEQQzcUOD2WViccPznuG01TQBQeFeY8JSlpoe9EOPl8KyUtLHgep+sj9GMoqgK360M3mSqerw/P9ZIsWWzu/Q8Y9mlbARaVjL0oPechs2MUoYyWH0NzCEY5MCLrBrLw6GwRIu25jx3FiefmcfO17QxJIuffkVEEQOr89t0wNewlBwowaLwSsHG2fbsLq2GAo6qsZFxs3uzi2FNJSbyEjDGf9jO2iLWhxLB/wFB8YHBdANJ3MikUn52LwvU3PVbqf0nHL6rscuWlTTTnLMaboKsCIZtHGnyzyD0Z9j/1Uz+Fq1ev4jd/8zfx7/7dvxNexThmXsFPfvKT+Kmf+qkDbei7MpmUzqPc926fle7gZZBUXWEkIE6Irds9tLcdXL+whTtv7aK76+H6q9s4dm42hcEn18t7yeyuj9CPUJsyYVR0EZ07/PiUyHtTNQVRwOomr1/ZZyVjYgq77WNupS5NXHnxHG/Rkw37URJTmiqUhODUCwvQTRU3XttGv+2hUjdw7KkZzB6uw7DYZnHs6TncfmMHR8/NYmqhmtaCz0memC4td8f+ff2VbaxfbaPS1FFp6KAArry0iZmlGuaPNrLXKJOBCE1OSPq3OKhffoH8e9UsBVotwtKxXP5gPlA9xmKZ94ovnZ7C5o0OqyyQpDcATMnnRHb9fR/dHQeNaRNXX95MIsAElRYrW3P9lW3MLrMaxmVCwaorXPjCLdx4fRu7a31EfowwjOH1A0QRhaGzlI8oZJtxFNGx6vbSfD+MIXnI2EGKHNnhjRpbbcgrkPcpstEYBRGWH2P8HW4vEM2jzHrMNkN48NnvPD/29S/dwfVXtoWx19ly8Px3H3tkYHUDQ2SYM4p/kPomb6TytBXfibByZoahILgSLM3HftuD3fZY+cMSw8ysagAqsKpSjjIo4oDi1S/eETXDrbo+kBdc9FgCXSF9L/ONCMcnhx6XoKyEUZO1dUuOza61XM69eBiUUlx5aZMZUC0T04eqWDk3uGYUsvVLdcJHyUBOfJxeK+OkKFCK00YMPtfwqh80e9oYEz6zjpccXzQGSUH7yk/MfV0QsSdEuv2obS/nhKjUGOluLOC/7Pu0Xjz7d0wpKvXB+uyEMIZsVWNpdVx3kPkUoiiGoWhQEij+oRNNkWvfb3vQdBVLp1o4863LQ9uuGYxZ3en6ACHQDUbiZ9X1zD4jECy5KjByOkpe8gYnd+JFgmz04bLsUzJJ6cvcs8UxLeTQ4RU+AGQQGey6WaM8L41pE43ZCgyJh0F2sslGpmhrZh3I6pgD/UqIIHdszjGnD1/nzIqG3q4L3wnEveSgxaQiB+oKf1d4mdB7dByMEJpbN+Q0qFFcLGI9TD5nOCLyF5TPKyDNldPTqkmlDKumYX+jj5uv29jfdFBrGWjOVlgp6nzDv0nkngx7VVXx2c9+Fp/+9Kfxh3/4h5k69n/1r/5VPPPMMwfayHflPqTEm8sXIV5azkggZfx3w1LR2/Pw+p/cwd2rHRhVLVOiCmBeTxbVG/SSqaaKvdU+enseqhFFtWmKyHY7iWwrKhFogUrLQG3KRHfXxbULDKZ07KlZAMkE53DEMb1rHKo9Ttky2UtKFAJVIzj7oWU0Zi1U6jrmjzYR+hF21/viODmKWNbXmXvkDXtKYXd8bN3uwqyl5cWqyYa+s9YTEL+xc+wLo/Ey9LPYsk9t0cEf8+/VdVik7srXN7Gw0kw9s7lrDOSPFrU3t1hXkntYNT1DREgUZshd+MIt3H5rF71dD1df3oTTC1jVAk1BnEAZWZmjHpyun303uQe+8do2tm/34PSTyEnyXgKfWQ1eP4H7E6BeNRA4EY6+ME6pmPEt+jLI2EQkfaNaI3m9ZbTrOJInLTwoMSsqjBkr7cu8d3+gHcnvnACKsHF5/ZUkP3baRG/XxY3XdmBUtJE8CA+NyO9jEt1COpajIK68tAm748GwNCydauH0exbQ3U3z6hXCUq5e++M7uPXGDiPuenmTpVw9Pz94j6RtUURTJYEC1y5s4u61DgCG7ooiOpJ/QlYmi8rdUel+yijDfoIxWZYyoBsqnv72I6g0DARehMNPTOHG2+vQNGVg9hbNGQ5bL1KSB0ikyqLv/Ld4cNnOQ7fTeUHEeYUOt3zjJ3LKpe+idCgWzc8yI6HAaB9250w0WXLkjRQ5r1dJDV6C1EAo4rWpNAargri9AL4dYel0E2ZVH4B2A4wVPQxivP7lVdx4dTth0lfQmq/g3IuHUW2YrMytpgzdCq6/soXIjxkCwGTVKfY3bBgdFc98dCV1NqjZZ+B9NIxnQhicnAU/0YU4aebDhjxO2z+YGsSFygYvTd9lJHHqCIeWqCIx/L6KyshDoxwvTymqKHfNAWREwbFGRYNm5sgdwbhlNF0VqT8Cik/v0fFCCsaJJCLQNUZq6qRS6PzMG+cjbkmkYzIIthKdIHMPaX7m04Dttg+3H8DpBojjmDmsCRGI3JPPzT908+EgZCzD/oUXXsDP//zP4+Mf/zgA4Ld+67fw4osv4plnnnnXiH9EhY/lasNgJT0SI5IvKr4XgRCCnTv9BAavwW6zUmmeFoo8MAAZdlizqkFRCepTJggB+nsenvvYUcGu3911RRs8JxRoAVVXoBAGb1M0gu07PSyeSDfYlAhovFmoaFlvaplwY0GOFNGYnWdWdbQWqqg2DbS37KxSqmQXlXHtHx6RoJTCScgKK420jjilFKpC4NkhOtsO81KPvPaIAySPeKGSxfe13E+y97PS0BH6zHi2HRUbNzqwO366keQi1cNfU3F7i8qlAMywu/bKFnbu9GFUWZWFKIzR32MRktkjdXFNs6KitxfD6fqYPlQrvI/T9bF9pwvd0tDdjaBqjASHJJEdogCRz8oMWhUN9VlLsOKPknzUYJgUQcbGJekbR8TYzH0/9hwqcQTdrwwlCCqwLDI5dxTw+qEYlzSi0HRF5OiPw4PwMMq9djVHQdRaJnRLRX3KRHfPE9EtgXJQWMrVzmoPRCOMII4QrL61B1Dg8GPTuSsn0cowFoiS9qaNzVtdwQKuaArMGnNADe33AcM1ec2SBicb0L4TwrcD2IuDaS/cYTiOk2pYrmYUsvXdqupZB2Du0OFK62jjIc/Mn0EvEJJxhKYn5dqQg1DLzg0Z7ZNHCxVeu6ydGSdI8fGTOAbH2Q/LiLHSf47au7OnCjgzzzXm/aXm3wGL5uerggAES6cZMRog6Q6ykwLAtfObWLvcBghzbrl2iK1bPWxc7+CpDx9OytzKlSCy7eb76tThGnrbDnyP7TVKUm5P5jbiyIDQCwUxW5JVU+iIl+/H288j9hzt5vbqqE8/PKgmorDIdnvThpYQ6A442KTccxmskDHsc5D8cca9qiuZ4A+H4vN2DUbhpY8kNZYJBg1yQlhFp/mjDWze6A5wy8weqWXQIiLyfw+WZhqxLzHsed9FNANbPxAp0PkyCKAx1slM+oOkWw9bc4oqhMjpaWZFS4x7D0Qh0HSGxLFqOjw7xObNLpZPT4nUiG8mGcuwf/XVV7G9vS3+/Q/+wT/Af/pP/wnHjx9/UO16V+5XRkx0/nu1ZWZqcZoVDbbLCOFaCxVWB7ZiZAxrOQ8MhMDtpV4yu8MipbqpwjBVdGOKWiuFQskeRd8JEfosr823Q1Gb3Kxo6O958J2QKexSHtW4xCL8uCLDnitD7PcYnh1IpE0ctpfd1Gmc9cgqOa94YV+TdNHJRF2SiEulwRwagRvCrGqIY1ZSr7vrIvIjvPpHdzC1UEFj1hr6rEOQ9JD2qfLzUeyckL2fcUjh9gJUVB2qThDZEZxuyiCdJ/DjyscwyberTBHvbDlYv9JGbdpEpW7A7vioNHS0t1z09j1ML9XE2PEcVmM2T4IlC0epWDWWd0ZUVl9F1RUoKsXs4Ro8O8TRszNYPNHCwrHmxIbiKMVWdppYdR0Eaa7yQRmndODDhKKM56CYVDiZG5d8OsfANJLmGqUUbj/Nj+XpQwCrXOH1g9E8CA+LlETcio8tj1wAgG6pmD7E5kF3z8vmnVI2L3bWejBrOogCqEm9bs8OsHmrO1BDm1IgCiK8+sd3sH27i8CN4DoB3F6IpdMteGEo2pTPCy56zAGCLMnA5RDRKGBr3tXzm6AxxZWXNwcQLETBRLmiZesQZ6ymyEZ8Bg17iPuKa0oIEuT3I8lWpRgcy5kov9gfhi/Sg6z4KYJJRvvMHalj9nB9wMAfy07IzcFxpdRZnLeGi0T0LckaY3LELpGidKU8YoKQdGzwSjMAUpLIZJxxR36eGC3wInhSBRY+LuTxxuZLB1ZDA41ZOmGlrsO3A6xd3sep5xfSthOpYZLI+lK9ZSKOYoRBDEJYkCTwGHFv4DGEDZ8Pl762gcOPT2PpdCsXsc92qzA4eSpBUulnf8NG4Ee49cYOjjwxYfnWByQctXb5pQ0gBqy6hlrLwvzRBsyKlAYk8SBxkjmAISjEMTlFaJxxr2pKLuqPdJ5hcG0eSMkBBsvvyscDOP2eBTRmLFy7sAWn46E2xbhlWguVVO9UCKKQZq47iaRI3JLfC/TVg5IM8aVoj+SEGRP+z/XrvD5QJincPz1QTk+LwhihHyEMIgAElbou9ETDUtHf9+DawQNJTXinZSzD/tixY/jCF76Av/t3/y5UVX1geRrvyoMXOb8PYAvB0XMzsBo6Vt9meWJmVcfRczOYOlTDtfObSY3PVLFy+6HIA3N7AcwaqyXr2gHbPJOJ5vZDaLqC+kxFakD6sdpkaAHXDjN13D0nhMbLx4F77viiN964I4SwWvbSos03kdtv7bJNzo2g6Ap0U8HOag/v/2snxTl5RlxW5ka6fi5Xvkg5KyzdQlJFpto0MHu4gc2bHah6gO62B7fPHA6VhgnVULB+tQ2roeOD33O69FnzG9rAbwOKZP6g4uvK3k/B9kpZuSzdVIfnm0vRqME28WMGTgHAPeApOd7lr99FZ5sRpLlNA0aV5VLWp0y0N230913Up1nE2+sFmF2up8RFBWJU2AIfhSxvj1IKzVAFmREIQbVpYma5jqkEsTGuDHsXsshOE6frQ9MUmDV9pJE0icgRKv53klWbEczcVxOK25UnCJIg2WURQ2GgUaDS1DP5sfz5fCcciwfhYZHs/CD37oBhF8usTzSHwvEd5sxqzKjw3UjYo4alod/2CsfbrYu72LrdQ33GRH3GQrAewXdC7N7poTZtieZ6Q/q9KL+Sw07zOgQvN0lIypkxUP6LZBexUaXRylKC5H0hGoLqKkKKDUMC8K8UlVUhyLPiy4gUQeBUQBjJfueK8eD3V17axMb1Tgbtc/P1XfT3fRw62crccrwc+1w7i2QCR9R4EXv2V8mtM/L1h6UrATmHCyGgMSs0z3J1U4dIPi+d5PQQhspzBN+HHEGV+4TnTNemWIk7XtVAN1WEfiT2b0oppNtnxMrl9yuqCs1gJI7yPOLEsAAEwoYz/x97aq78VUmOpyiI8JXfu4y7V9ogCtOJCCiu9DYBHAwy7H6Eo9bYnGfozPWrbbz1Z2t47189IY5jPEjZnuR17bkM5NiPE7HXFFH+k52cvi/PCeHZARqzg2lj8vXzumFGCKvw9NzHjmJmuQ6n62HlzCyqTQM3L+5k0DtRGInnmlgkvb5I7xoW6LpfEeqc3AfCOUfH2tcIIRKyVHJCDFlz8qhZLnxtuPXGLnw3BIGCSl1DddoS+0XgRSyCb2nflFD8sXxDP/IjP4Lf+q3fgmVZaDabIITgH/7Df4hms1n6X6vVetBtf1eGyMhasJJyoeoqHn/fIp7+9iP40N9+DB/9vidx9kOHUU3y0NxuALvjI44onG4gSPCqTQYht2q6OM6zA0QBg2/29z3Up8wMA7O8aNUStIDbY+eFPoueu90AC0cbMKvMOGMEHEl7J/BmcjZcLnwT6e648OwQgR/B3vfQ2XLxxlfW8Ln/70VEUSwig/ze7G92Y8lCF4coMvnvSTaKdOypWRw9N4s4iOF0PSiqgtZ8FY05tpkYVQ0b11lErVRyEZr8b2ngoFghFafnvufez/T9x4wU0Ytw6HgzhQVKF8lsqpPuIblr8felaiqDzMVAd8dDf88FEuW/Nm1CURUGpaTAiefnBJSyTKyahoWjTaYomiqigMJ3IkRBDMNUEDgRDj8+BaumTxyxTu364efJThOZAGiYkTSx5FMsim3mUimPxt2fyHBkyE0qgeYCEGkSFGl+LB+XUcDWDa8fpuvSoyBS17J5NMTAHPIaeB5jhnhIithTCli1JOWK53omx/kuU3Dy442TqhpVFZW6DiUhqKzUdfTbPpyeL9b5zH5Q8ohFUHOZPM/psHKTVkOHWdOg6qy+sNXQsXppP13/SNbRO0rKxjCP2ANZHpaBeVtgCBaRNuVP4NFF+Tz5PeV/KyKeyueGywbH5k1m1Fs1DW4/QCXpt521HuxuSkbJzht/0g9btwp/S5wPdsfHzmpPvKeJWPElZJDkgwalVOwBIAT1GUsYtxe/tJp1WoM7zDGwjrB5wfbyeIjRJ29Zmq4Usq3znGnf5fw37AEDP07WbZNVjFjtw+4EmXZwye+rRfOII7oqTQNmVc/Mh42bXTj9QJpc+edIjbhrF7aweb0DRVVgWIwN3O1HCNwwO6/eAcmg1mrsGSsNA0ZFxdqVdqZtHIrPxwWlWV2Sfw+UBw6KRNWywR+ZWPeV/30L5z9/C1/87Tdx4Qu3EPjRwDrGUSKlEXsJgVJp6GjOpnXuaSRzj6Tog3vJsSeEFKYDiN852uFBMOMXOP95e8bNsefON/4ZAIalmwBphD+/DnMkzrf9v0/j6Y8cwRMfPATdYqXtoiS1zLdDzB6pwaxq35RB6rEi9j/+4z+OZ599Fl/84hexsbGB//gf/yPe97734eTJkw+6fe/KvUrZWM3NHb4QRAHLOZxbaUBRCKsdHlPh/br+6jZ8O4BupnWNgTSqcO7Fw4hjiqsvb6K75yIKYkRBjPaWiz/+nbeEl12eRIpKcPTcDHRLxd1rbdhdH5qu4PR7FjB/tAHfZR7MWIJeTbLoqZJhzzcR3VLR3XMQJ1F5kdejEqxf3sdbLROPvWehJGKfjdoQIi2UtKDLJQNehmjKrMaKSnDuQ8tYOTONP/6dtzG1WIVZ1eB0GURIT5SIYRHckcakUHCktsgK55DFnr/na69sw7MDVFsGppeqeOz9i5mLDvgvJokS5f5NKYXnpHnUuqnC6TISFBACpxegt+si9GKc/bblTDkbo6Li9pt7Iwwh4OTz82jMWrj91h6iMEbgxTBz+fQb19pjRZ6yF8/9LRGu3F15aVNA07lyd+qF+QMxTgfYsSeUUezb9yqDEfvk+yQ6WTR0FEIyyv9gfixw7KnxeBAeFkmN3uTf43R1wbFp+kvacxnIJaWoNHTMLtexdbsHRWVQRNuL4Nshlh9rDYw3z2ZpUpWGAddOSn9RYGqxhv3NPuKIwm57qDTMzH4w8IwCaSU9gmRwsX6gcHrMsWtWGHs0V9rzCJaBMTnKf13iYJSV+UwUK2/XFxiCRaRN6fHsr6IqIIwCP/0+5yTIMFUXWPY86p8fKCyFLUJzroIopCJ1jJfuc3s543qstbj4+bMPxw9Ov4qCGNcubKGz7WQi6kfPzQ52Sum9yaAxRlgpUtnwU1SCqp6mK80eroucbP4MrPQVYVD8OOnHpNwupTQ1Qor6RPpO1RRRiUWeS2ZVx6ETTaxe2heRes8JETghDj07hysvbYiKEYzzwsLiiSaMXDZdfv3iNdb59xlEVxRk5oPd9uD1A8nhk99H2V+7y5wtRGEl7wCWskNjlprjvsNpS/IzAly34+iHVOfh6Vf7mzZjlk/eoaISIPFTKlq2JC7Xs0YJg+JLpVJpSqwLQlDNIYee/Y4VcaiYMhEV/TsgRF7vJF1NlFrjTj4iqhbcWx17DJ3nRamjByWlXB5c/x0D4U1Idl0EMHqdl1OiCsSq62jMVrBydhZmVcONV1mVK7PCEMmHTrWyKTPfRDI2K/53fdd34bu+67sAAJ/97Gfxwz/8w/je7/3eB9awd+XBSj5qEIURCEEm54eCea6f+9hRzB6uo9/2cPTsbG4jSBZjQ8Wz38HYXO+8tYu9dZtBiy0tszCe+dYlcaaiKVB1Faeen2eGvBPCrOh44gOHsHG9Iwz7TI79BN41343Qb7PNgW8iuqUi8mOmMBECBcxxoOlsI9+81cGRJ6ZhJGWe5IU4v+DyMjqZrsjJQP66FD1IDgAIMLNUh1nVEIYxDK6PKSlkaHgEl2b+ZH6h8oKbGuGFvVhwPvd+Ti2ykn5Lj7Vw++pGmvPKT81xEhAyrNZzMSRcGDgx4DlpHnUcU9SmTRgVDd1dD6EbIQpjoQjphirGpByJKxXKyg3J+ZV8E5JzOO/FsB0VqZfl3IuHEfoRrr+6Dbud5t4dlHGaNf7oeIajJJlxOkJk3gog249F7SpiR2c/otgrpMgG2GB+7NbtLg4/Pv2O54zek9ynYiHXUU7nULru8ChxJuWq48GqGlg5kzPCEjEqGjRDge8yBAm/bhhGmFmq4/jTbB9YPDHoFMg2bvCrJJaTMSatmi4QBfL18giWgTE5RiSomDwvFlBeeQ3PH1kU/SsibcqLorJIXXoaHXASZBw6g36uhM08HojY8+gmS1lLDQqGvlBSMsCcI2GojOFcKvITXLuwhTtv7aE5X8kQgLr9AIsnWsOvKbWvyEjluejVloH+vodqy4CqKcLZ4/YDNGZSi5mnuJEkRJiB4ivccVhihOS+4/0rt1NNHC2Pvf8QKg0Dl7++if6+C1VXsfz4FECAa+eZnlOdMhF4EdavtvHmn67hPR8/nrlXfv3Kr5cyoqs2lZsPUpoif778cxDCDOc4olA1VgJQMVSWehZTuP2QoXDewbQl+Rn5s8cRReBFMKu6qFrx+pfu4MpLm1AIQUwpdtd7mF9pQJFKcWZIhicw1vI59k4vrTtPY8bfwueTTBgNADzloyhNgAtL3YhQbZoZfYIjR1J9W5pf9wTFH+4QEOifBxGxL1ln+HzMAWsKhYBITo7kstJ5Zc5+z2ZVmohCBvYhvk9ouoKnPnwYjRkL04dqaMxYCLwQ+5sOC8j9nxqxz0scP4DEy3flgcjAZMvaeAIyEwYxVFX2fqcLAVFZ5Hj6UG1QiZO9kMmHzo6L6pQpSrlwSP3qpX0cf2ZOnMoXm9CPYVZ1mFV9oH3sukk7MN6ix/Pyrl3YQuhFuPTVu5g/2oCa5FXTxLOv6jxSwP5qugoaUbh9H83YyjwTjQcXgHzppSLPeSYHP3mstLRJCs2sNg3MHalj82aXHR6ztAffiXD8qeHKcxqxL/xVetf8+HzIPnudIlF1ZbC8H3+ggrYM3VjL7iO1z6ykedS6pUJRFMwerkDVVXj9AB/+/zyO+SONodcovT1NnTRlNW4BTFSvOr148meMDVQ3VDz5wWXUZywoCsGRJ8cppzdBUzKWPfvfJJvYOKXFingrdEvD1GJFIB9kYzvNWS5vb6FdLzmK5Ogvf3+dHfeBoAseqAi7g6TRjTEk/w5lY6UIis8VXVVX8cT7D2FmqYbWfAWt+SqDJToB8mJVNcwu13H3egdRwGDGYRAh8mOceHoOrfkKqi1z5HgtNKRyuZSUsujK7HJd5NizyH0wgGCZ1NkmR8lkiUKaOC6ioXmnxRH75LfCiD3bp3wnRHfXhd3l0fOitVF6V/IrTT4LsrCculVpGJhfaWDrVg+KznYdu+PD6weYX2mINVq0bow5P4w3YPBg9sfu+Ni61YWZlMLlVVMA4O61ToI+K+c6yRgyBfB5s6Yl3D0J7F3i4NFNjZGryQ6RZL+lCo8AEnGtdM/l9yzvAwAJ9wrEPg2wQEQURWkliikTmq5AtzT4dog3/3xNVIzgZfC8foC1K22c6fiw6oPqdtn+I5OAAcjMh+XHWuzZh7wqQggMS2MOAALBBxDHFIEbARSiUtE7JUXP6PQSnefpOVSbBi584Zb4vTbNKn7cen0XTifA2Q8vJ8/KxlAmYj+mcaxqCtx+gK1bHcGbEAYMOSRfR0YO8aWaAOl4zd2P74tXXtoAjYHqX6xjerGKw09MszbmEKhFpHyTiNcP0dtzGXl1wTgjCYHkuDn2RWSVZVKEGAOSLY1VDx6td8jzNROxL7bsU/6lDRBCUGnoA0Srqe7Oxr1Z1TF3uA5VV9DZjobqIo+63JNhz6Xb7eLmzZvY29sr3BBefPHF+7n8u3IfUj5YixYSxshpmJJhn8sjjKMYhjG4SRMg4ynlHsrmbAV21xf34Quj10+VSF6Sroi8KA9fiocwj+aF5+UpGoHVYFCq228wSJ9rBzBMFb4dIg6ZoaMbCmgEWHUVZlWHbmoDxDmU0oHayvnNZJhkUEVKVtHjfXTiuXmYVR2bN7tw+wF0U8Phx6dw6j2Lwx+Y5v7KP8nETGTwOJEDVXaB5JgogSXmozaDpEvSYjmsTwpeZUbRr2kpu2kQs/z+DsvvXzzexNxyfezrDj7PmF7ae4nYT2hbhn4SnajrB65k5e36SWFnZcRjsvC55jlMIeOli3o7bob4jCsKZhJlKeKrAC2fR0SK2BdG2/hDPkKSh0rfa/MzxkpyrTiDoEkdOryM59yRhkhxKepyCgiuip21HpyeD81QsXKWOWs2r3fGmhvpGpd+J9YOaQxQSnH03Axmlmul8GT+jDKsfZSUOQL6bQ80YsitSkNSg/KHFrV/iBEcejGuvbKF/U0bvh3i1sUdVOoGphYqA04Ctx+gu+NAN5TiiFSuTFtqRAAnnp1Hc66C669sw7ED1KdMHD07g/mjkrMzF+k/KOEObKfrI0zKtYZ+DLcXsNKTFQ1OJ61qU/au5P4YMDhIyt1z6asbIAqStLRIOHvyToO0jj3JGvxKMm7iURH79DMvFxlLJbdUlSCQjqs0DFQaOuKIorfnZioDMeQAC4iEHoOVFxlcw6QMrn/kzAz6+15hu+XvdFPF7HIdO3d6IA0C34ng2wFoDCw9NoXnv+udJc4DBp9R1VUsnWrhyQ8uifRJs87KmrLouYYwiLGz1oPvJGRzKmGOeuFUH2/MB16EN/50DTde22ZIkKqGWsuAqpGhyKHuLuPzIQqR1rLstWVuiGpLZzrom3vw3YgRH/J0Ar4GZsbr+DNWDmIFbogbr21j+bEpzD9ZoKsr5SjK/PWKyCrL0HBlKT/CmTbOYk1knV9yaCp8DctePNu/rNRnnmhVTqNVcw49wcdR0O5vBrknw357exv/+B//Y/ze7/0eoiga+J0z3hb99q58o2Uwipz/mn8nG6556E4UUKiNkh0kEUoZhFPVFcGQz38WC2PTEOQ+A+QnGNxw1QQiH4XxWJ5MmZBF1QgCL87AvFbOzuDO23twegGikEJRkNTB1qBbGpZONWFUtAGDPY5pBvbI2o/JYKHJMXLEHkgXG8NU8fj7D+HYU7Nobzk4/vQc9jdsoWSMklJFW4pcsAPlk+Tzi0+Pgjj1HcTFi3g+5YCxs04m+UiYzG7q9ALUp1Uce2oGs4fro/t62M0pHetd3RMrPM32wyhhpVgeUO5bLs+6kAdiiMjGdJHkeSsUlYhqA74Xozaj4vZbTJnZutVB4EZQDQW1pomZ5Zp0o7SJpW0hZDgK4hHfnCchOGMiueMKmNszUHzKI5gozuMs6lbKEEzLj0+hOc+qmtSnTRw60YJuqMJQGiV2h9XObs1XJDg9X4+SWyVjM58eUxQtyhvqo3otj7qRIz087LZ4vInqvNQWSfpJ+51eHY2ZtDIMUPz8l752F3evtlFpGux5CcH61TZqX70r4NhhwErV3bq4g37bh1nTMLNUw+LJpG+TjlFyhFdyBFpRCZ772FFMH6qhvWVj5ewsCIC9DVtC0I3ZScg618okr8BXGgY0Q4XvRTA5SoDyqjZaWtVmxE4gQ/HFd0lbzr14GJ4d4tYbO+jtu6hKnA47d3oZnYWnfymUJtBeqd8GIvZFukz6kZfQpAl/ASEQBGT8XF7Jh8aUlfhNEGbydQIvglU37gnyXgbXb285IkdbdGD+UZK+YNWNqli/0obb96GoCg4/PoXnv+vYQ5G2lH9G3VKxs9qHpiuwO2kqhtsPxfg3TJWVBXRDKJrC1jKCbMR+DMf9xS+v4sZrOwBY1YEwiHH3Whd6RYWb6Kic80NGDhEJBsTuk03TlHVQhgxVYVY1BF6E7TuMYJJzQ5AcegmYLN1UVBVQCSpNVjnh2vktOJGJ5cOHMsfKladGXU+utnHpqxvotz08/53HioMPBc5PdsPk5zECCp7NnF/NuQoqDb6WSNwj0vly/8ZhDFVTxFqTKRUsBbziHEIiW273EVceCuSeDPsf+qEfwv/4H/8D/+Sf/BN8+MMfxvT09EG36115wJKP2CNHACJHTwGmEBYZmPKcoJRFg+ZXGti82QWllJE0SaRgtZaJndW+gKTzNVI3mYIgQ/EAQEtIbMaN2MuELGGQ4ICQIgZOPT+PlTMz2LzVQW/PxeaNLuKIJtGBKRx/Zg57d23ESd4VV97cLieaSeGnRFGyC2WBxzKvKRGS5BJRDLCJKiq7nlHRMLXIyqy1N+0x0ADlvzs91u7WfFpycHSMPiucRAiQDfuscp6/0DAYe2lz5TFH0jzqo+dmceetXRx/eg4gYOOnZDEWzRmqoBZHOYqaU9a3ZVC19PDxDHXRtw8CRk4LPk4csR8ytmTeipDNzyiIEwb7GKpKsLveR3/fQ2PWYkRQ/QDrV9u49Jd38b5PnEialHUOlpW2KYLiP9Iidy3BiEGbHEbIwDssgjRnUoCkywrUAzeISPFIDf0IN17bwfadLqIghqormF2uY+5IXbRj2NgQKRpv7qK35+HGa9s4enaWOetya3xehqXH8NSv1GgdMaBz7WTwWFbqqz5jobfnYvXtPUw5GmZmUz2Gt//mxR3YbT9T+zvPVs/F7vi4e60NvcKg6YEXCYbzu9c66Ccs32//xV3curgLvaKyiG9MsXa5jYtfWs2UHxOQ1JI+ABgZWmO2gkpdlzguBveckUJK7lV4LPtTbRpYONbA7Tf34Og+aExhdzz4dsTg4tVsrn9eZJKzPLKDt1k3VJz51iW0FirM0fRYtvrCAISZD3eSNlTA8imGwm/zUHyAR+zZ2ibyoaVASBwxmC+v1HH15S3B2eP5MXwnwqnnWSrdvaaw5udDuucOQWQoSaRSV/HcX1nBkx9YGhta/U4If8YwiLCz2gelaQ6+Kyp5sD+cS6LSMBjRZhKxzzjHR+wRadUBljpBVIJqxYBnh4ijGEfPzmLrVrcYOUTSthStZbIOynhPZIcE0xtqUyY7LzemiPTdKJENXKIQ0IgFsSgodtb6sDs+6lMpB8UAJ9SQ61k1HVEYwen46O17eOvP1rFzp4+j5wrS6/iHPBSfB0ZK9nRASll4eRNxGOPy1zZw+PFp1GcsQYQpOiaRDLFkL0Wc5YlW5aCcEmcJFQsRg99Eck+G/ec+9zl86lOfwi/90i8ddHvelQOScVgo858z3m+5FmoUg9LUi50XoeAkf449PYfatIlr57fQb3uwaoZYGMUCJpP0RcyY9b1oYJJxZ0MUxmN5MmVCFrm9MpRKUQPMHKrh2Y+uDBho/TaDuIUJCVvgs+jKlZc3QSOKams9ZfiXyvSUBYHT6IlEGEdShQHIEhZGUSwiMuzLEs274B6y5HkGrry0gYVjTUwfquYi9pKRX6Kod3ZddHccGBUNlFb4I0D+ID9n+kN5w4dBIQfK7jUMlt9f1+H2guEL8Vir9Hge/SIo+mio2vgRezsp8aVqCnTz4KMngzn2WSN6pAxxbADpXOPIlzimIDqL2KuaAt+LELgxWgsGNF1BFMWo1HW4XR/rV1k5I14yU7S3xLtPCFNchj3Dg/CNfCOkCEgzicjGCl9lODkTjVNDhxAiHJapkUIKO+7m6zu4e7UNzVSYApW8s0qTwfiFc7JEeOTHqDLjFUpKoLpwLIGLS9vJuFG2kciN/PFInRx5aK9mJPwvClvjvCSXW26/Zims/SRt/zMfPcLanLPTnKQUqGFp0Aw1Ib8DdENB4IdwOj48O8D61X1YDR1GRYXTCaBbrLQajzbpFlsLZNSc3DOKxH0hiL/kqZ5fi8ex6/MnF0nBT6deYBVk9u7acHoBalMson74iWn09rzhl+RzXV5nMgjARDFP0kcqjWy6Un4cCJRYzI359HvhpJUdZDmRv+IRVVZxgP2WljBMon4qMyZpRKEaijD8Ln99E3bbg27pWDrVwtkPHXCljgHn1uAhCknLuHEOn4fRoB8mPAf/8tc2wFIzNFatw4uxcKyBapMZ9kRRMutCER9SXjLGYddnpeYMZnzbnRCnnp/HUy8eLnSGZFSynD4LFJMCAoDvRVA1RoRclmNP1DEma8EzMDQKG7NmRUPfi+D2soY9UYdD8eXr+W6IvbU+3H4ARVMQgyCO4wG4O1DuLONzjq3txfcUiANCUG2ZYp2dXqpifqUh6S2pyP0rO5hZCkx6sChVnSB1yoz5dyP2iVSrVRw/fvyAm/KuPAgZGLNFSrOSblTpeYmCGFMgMXJlcj35enlFQlEJnn7xCGotE625CloL1bR2J80uAgohiEFhVFRgP1XauWMh3WDjsTyZMiGLmuQu5suIub1AXCu/4aV5jezf185vYutWDwCDa1GkuTzLj00N5OIPiOz0kBSNDEs57wuFIPRjUFBonHV+hHGVubd0WArRAipJyZYbr26ju1PHsafmBk4tegZuxN54bRtuL4CqK9hdm4LRSpPYBoysxMExfK0s9oKkqQI51nzpH6O6QlILy+8+buCkoO9HQdVowbvIC+/XO2/vorvjQTMVzB9pYPFE80DhkRm7Xkr9GFfKjD4u8lzTdBVOLxDQ1EpNg9dnxIfVJLJCCIQTI/SjtNQSATw7wN56H1FIYdWL8gOltIAR0bZHReRIx6TNz79bAAJ5BeSMHg5NJqwPlZyCk3/DdsfH9p0ujJomGLi5QrhxvcvqS5Py9BE58mNWNdhtn40BldXObs1XwElbeUeMA9dkzwhw3gCMcYq8Z3DFtdJkkTmSQHh1XYUTxKw2Oc22X09gvxyCu3ppH4+9dzHp1uzzVxoGNFNF4EVQNQVqol3xGudWXYd/kxkm1aaZcZ4bpoYgycU2rAo8O0B7i3HW6KaaeVBCiEB78SoglNJspRXp71hDK+egLZIiP4FmqHjsvYtQNAUb19s48uQMZpZq2Lvbx4jlIxOlH7i2pGrwec+dUtwZ7/QDNK10vZRLehFpThFe7i6TY1/QBdy4Qsr/E0fcMElZu2VjjgaxiOhzhFm1ZcKwVNRnLHR33AN32rr9UKS3lAlRpPn5CC2NeX3i3IuH4bshbr6+I3gFDj8xhaVTLaGrKQrJBVnKDUku+QCQZzNyQacfQDNUYcwXOUNYmgf/nPzNEboOEh+G8Poh5o/WMwEkHqwSOvgEG0GZA8FzQqimCquebfsoKL58vTiKWV/oSrKuENSmmMGfgbsPkVEcPZmUBUqhqorY+3fW+nC6PurTFr+YOC/TvwQwLAXr633YbR9mTcdf/LerOPz4tERUCJFOI9om2xKP0PwYV+7JsP++7/s+/P7v/z5+9Ed/9KDb8648YJHz9PLfZVjx+cCnYN5MpJtd5no5GC0A0ChloZw9UodhpcOMK3Ti/sktdVOT0XPigyoi9oM57mXCPec3XtuB0/PRMCoZKNWwhV/uF88OsJWUPolDBkeVc3nkOrpUJhTIPkLBPVBI5MOhffwz/220XZ9saMm/5QWT36/SMBCFjHTG7kjQ/CFGrnAOaMyb6jkhbr+xi+ZhFU++kD4jKznSA1DPPHdZu8uh+MnvMZBVZOXzRqRkjKWgjhcdVBJSSS55g8Xp+HD7QQaq1py3cOSJadAhY1VEM2sMshtFFGuX9weguPcrhYb8BJvYOHnUfE5dPb+FMGBcGLqhoj5rYfF4Exs3Oqz2MLfcaJJ3WjPSckZ/cgdXktrPIMDCsSamDp3ItoVIUPyiZyDAvce83yHJQ2mHBktHO6oIAWhu/AtyTML+44zduYtnhJGixWjMmgBhSC1FIZn60sOg+JlIkhSZEgSqTsiY2zn8m7I2jIcYJykR5DgiOeeE4uqG8s/wvQiKrsCwNNBc+6OQOTE5Uz8vs0ZQgCxqGlg83sT1V7Zhd3yh0AdOiJUnplGp6zAqGnSLlVLjuaRxTJM5oUMzVbz6xdu4en5LGLzzKw2snJ0R93H7AdpbNqb3atJ7HhwjwyK6Rf3KThp21GBUnTuGrJqeqZpCYwg0XrlDkWb0DLmtRGo/n/eeHeLCF24JtFQUxjh0qoXWQpU5REn2+NSRnjoGU2dCkWWf/Emg3Z4dYHetB0VVWMQ+l5/Loc1ylRWARZabsxXGPbLjHpjhINJDXt+G3Qlw47Vt1KcsLJ5owrByByd6Q0bXehRErF/sRemGirPftozmXAWzh+vobDmoTZtwukFq2KvcccMN+9FriUADfH0Tnu3D7YcAKOIQmDtaF6iZQlEAwunDSHZMcCkiPjz+dMIPBGnNFnpe8u8J0sxKHQjdAEsnBitYyfrlqOuFQcTmrsrQq5U6K0dKSBbuDgzqsVx4UMrtB9jftKFJZYmBQcSBXIGA8Zr4qE8nKQu5tsp6x85qP6nIoWN2pYHQZ8gCu+Nj6fQUCzbQrN74bo59gfytv/W38Cd/8if4+Mc/jh/6oR/CysoKVHVwIrzwwgsFZ78r3xAhub9lvyNdVLIRe/ZXhowXQvEJBiIEcm3gPJM8kHjQk0txD6WqKwiDGP2OB7vjp23izPlhPHyxlYR7zpdOT2HzRgenXljI5UGXG4fyhA/cCKEXw5zXWNmi5Ceu4PlOCFVLo4vDlgdZt2GbUDygJ3FoH6jUb2RQgRy8uHwfmlkwRS3epN39fS+Tc5/Jt5euU+QcIIqGwCfo7DpwegHMqoHX/uQOriZGGS9ZNX+skR0XBe0ttM2kTb3I8YQkKjWsn8dZpCnG30BlD7fcr3EYo7PtwO0HUHVVQNXWLrcRhxSPvb+4koHcr0ZFhRNRmFUVcUTH9oSPK7JRPomSz2VUHjWQzrWZ5TqcrgerrqOz5Yo5x8sVUcKiknbow3cinHyulf4u1X62Oz5W397HG19ew9LTZtoWRYb8FT/EowbFH2jvOO0ng68wq1gVGHeJoktAQEEzcE+eeyxLpWFANRQEfiTWCaIQBAnMvNJgdcVlp1f+fB754c5YQgA3SYeyano2Yi+i76MHZ8qYPF40UibALIT2Job3zKIlKjZkonlqmludZ8Yucnqdft8iPDtEv+0LhX7pdAuPvW8RlAJmVcfyY9O48Soj7aKUwk/gxaeen8f1C1u4dmEbAFCbstDb97B2eZ8RoZ2dTRFU3QDXX9tGrWni6LmZDMx8kIhuHMs+OXeYA6msy2l6T77vU4yOmvK1vHCdkcZlnKTgXH9lG7vrfVSaBuozFva3bNx+cw+1FnOIKrko3EDEXkYtFZa7S+4Xxnjlj27jykubIIRA1Qlmlup4Ss6xRna/lvcTknZmcX/do+TTQygYMeObf7omiBnTZ5E8JI+SFLQ3jiishLvJd8LUKE6cL3EYZ+DtdBzLHsw4XL28j/2NPuKYshKKFoHXD4c62QlSB6pQs3P3KyI+jMIY23d6wtBk56XPIv8dV4ocCCefny9lxadBsaeeo2BOPsdYRC9/bQNxFCOOFdSnUvJHeQ0UMujvAwCEYYyr5zexfrUNQgZL0g1DHGg6q1BVprek6BgD5z93C5WmwUpUxhDX2rjRwcxyDbWWIRyNcl+Iz4/aHBlD7smw/9CHPiQ+f/7znx/4/V1W/IdfimApSkHEnlKK3p6H7o4Drx8WGh1pxDj1mArDvmChYkYiX8iAKIhw8Ut3cP3VbYRehBuvbmNqsYrF400RXaK0+FrDpFLX0ZixBto8LAdLVnqtug7VkBn+swqeVdcRy/DH3CWzOnNqrKbl7goi9gmUmb8LHt0fJhmdiGYVU3YR9sdzQ2i6koU6Z/SpYiPWswMQhdXSMkwVXj+G1w9YDn9ilNWmTEQRxc2LO3C6PqYWq8PtlMKACVfac4Z3atezf45jvA+z8saE4ovSWolk+jXxRAv25BioNE1Riudof7bwmhnnQJw6v3RDFVDcg8uFpJmPTjdAd9tNc9tHyDhjj4tRUWFWa6hPmYgjwKyxrYUrHlde2oTT8VBpmCzv9MOHc+y2LJLMjb7Vy/uYOZVGKTNVFsqCbY+YYS+EjDGmhzgBZEV34DpUOpY7U3PraN6YqzYNzB2uY/NmF7apskiQHcJ3Ihw9OyOgpGWwTjnyo+jMMHa6aU16q6Zn2MPFWjiO/SmYlsd72YRkUwbOvXgYgRfhxmvb6CXQ3kMnW2itaKIxcvtJUukhn84lSqvlRNMUnHphAbOH60Kh37rdhaor4vizH1qGqilYvbQPr8/Swg4/MYUTz83jK797KZ0PBivvRcAIQ89//hZuv7ELzVQS+CqwfrUNACwylWvOMCN2oJ/ESeN0av4fBU4FsV+OuGDJ2s7OTJwFMYXvhNhZ68FqML4ORSOwqjoCLRIO0YEoHEk/c6h2im4p0kvYdzcv7mDnTh8grJSWZ4dYu7QPRSVozVcwtVBBpW7kCD2zToVsqt39Ww6Z9BCLsbZbdR2+HWDtShtncmt63mB85EQaNnFMM5FtGlNEQYQ3vsJK1YECmqlierGKxZOtjK42TAI3AijF4skWoiCGpqtQNALPHg43zzglR/SzDOdPOSekSgs5BO2k76vIgWDVNWxubg4cO0AwiHLOoOe+cwWXv76J/p4HzVRBKUW/7cHrhWIN5FJmfN94ZRurb++xSjhTJuKYZnL0yxAHbjfA3EodllTOsux98sBgtWHA6aUBQbOiwW57whGUR+kW6ZffTHJPhv1/+A//4aDb8a4csJRDzfnfQe+VqmW/i4IIr39pFeuX9+H2A9x+c3egpqWs/MtGQBTyGqNFTPqpAuo5ES59bQO9XReaqYoSQbff3IPXD3HkyaxyP1EfKMUl11jEvvgcOcep2jQwd6SO7ds9CIZ/L8ooeHyxLhUJKikrGkU59kRiLeXvYpyoaV55yucgmVUNdseH1wsxu1xHRTLss7m66WfZiJX1E9+N2DslyBhliqbArLH80u21Prx+OHkIVVLaiyP24xkAo4w8iknI89ILyf0aRTHiCFBUFuGx6hpUjRnodpeRZBWJ3K86h+sTIPBCVJvmPZVFKhPe9CiI8OoXb+PWGzvw7RDXX90aWZu26PmH3ishkOKOjiiIoapKJu/Ud0IcOtlCd9eFYanYv2tnaj8nFh4Mi9V+ltEmheMh09ixmvlQyzj1foseU47+DNj1lIrxLqJLA0bI4DWPPjWLSt3AzlofvT0XhABLp1p4/FsOJfcaPja4Q+faK9twbVaqkqdD7UpVUdJ2ljxcTtKIffbfw46X26kbKp568TAasxamD9XQ3/MAQtHpdtJ2IAv1dHs+ai0rk86lFCAd0ptmFXq+HvE262aqjK9f3UfgRWjNVRB6Ucbpp+kKPLA8drvjYfXtbN6/VdPh9QORXpVNWcJkEeP8ucMOzUPxCyL2/De5HXkR5azkBhLpr4jYU8RRjNBnlTY8mzGhUwoYlobADZN8XAnhQ6SoasJMXhQpzfeBZwfYucMcCHEUQ1EVGJaK7o6DS3+5Aauh4+br21g5M4ujT82CFgUwxJziSJT7lzxsGQBAKUuPKXAI59nWHxUpXN9iOdWBzedbF3exs9YHwIIKvheJdLblx6bGeu5MBaUwhu8wjg3DGuFkJxC6ihysGflsUvm3Aa6TEqfruCKvN2XVFzwnxP6mjelDKUy/iDPo6stbmD1cw+PvW0R318X1V3fg9gM0DDVbHQD8ebIBKoA5orZud6BXGU+LqiuwEq4J2WlShDg49cI8ppdqWYRNiXBHH0v3S5FcPOrPCJ9ZajDJO/4KPn+zyD0Z9p/85CcPuh3vyjdMijzV7G8ein/r4i627/QYAZbEWAlgZC5wGMSFMHyARY69nQB33t7Dzde3sbfeh2Yyki19mkXYfZd56H1Zub/HRY/mJjUn1ykSOWKvagqOPT2H5mwFV89vDjD89/c9DM/rkr6Q7dGcMiQcK5ITRETsJVKY0ufLBmZBICmmL2/B6fiotkyceHYOUwuVnDGfOzmRIueAawcI3QitIyyhL3Ajke/GhZd0cfsBjCGpE0XwUKEHUvlfkBRWOlb+3ChNalwjosjokZmPaRwjjgkasyaMqg5QVkWBbyhFIvdrYCgABdxeAN+JcPo9rQNlLuZjkytBmqkIx9k48ziPWBgmcUyhqCRj2EPK+zRMFYalwqpp6O4ywyiDgJDsJD+BfJtSH2agrt8s+3AegXKPiAO5bFixZpy9T548r+i+qqrgzLctQzdVkXO/t9FHb9eDWdFH8i9wh05roYrQj3D48el0bEuRKt7+svScvMhrwVhCMDCIOSR+9nANcRizSE9OMeftb85WQCnF0ulsmTWUrMuFfkeS/2cSZWoamF9pMAMlNx/kewV+JKLDZkUTrysKYvZ+egEz9OvZ8nKTRIwFWmpIv2Yqu2R+SO8lw6GFE2bYq1KyzRPmm7x1RhS1KQuaocDpBtBNVRjOgRsJaPBgjq8UDZX23LxTST7ed0KEQQyzosHtM0K1znZSMYEwo4+vn54TYuFYk50rz6lcnxyEZS+PDaPC9lWKhK+kbgw4hIsCOI+EFIyZWDLsCQHsLnNmWXVW0kw1FFR0BYHH0BvTS7VMtLdMMn1qqQBN+C78GKallTrZmZM06zUbxyBP5wOF3fXR3U3Rc/casR9H8iTIN17dxvzRBhZPtHDr4i6MmibIqfm6s3Wnh0OnWnjmO1Ywu1zH/qaNE8/OozGTJ3NAun9ITXe6LOVONRREYZrOlC9JV4Q4qDYNrF3eH2tfqDYNzB6usxQHSmFYmkBXLZ5sMjg/T299F4r/rjz6UmK4Sl5sLp7NWFbd5ZqoPeski6dR02AkGymf9LLHTY6IyEpBFMQDix1fYK6+vInOrosoMYJYjVgF/bYPVVNQnzahKgR9O0R7yxFRgUnrV4uFNN8btDj3X+4fgB2jqgRPf/QIqi0DzVkLU4uptzMLbSqzFqUdStoEsrDA5K9M7iHaVxJSK7kFt1r5gtmYtUAAHDo1Bc1g8M9xJeMc6PpQFAXLj0+hOgdYdbYp+m4k3ZcZZZquwqrraSmmfHNLnkfe+LI/pLcYN39uaJeNCdUrikoKg2W+gjf/fB3dHRdm3QCNYthdH74dYul0K2OU5kUmd3T7bDN7EGWRKE0iUGs9WHUdmqEiCuLCeVwkk0TsuUdcS1JnQimXj8ZJLJoiA12VnRy89rPbDxG4EU48PZvWwUbufRW8uonK+D0kYnd9dHcc2N3aZMp/7liZbDLfD6LvSXpMdu0rf8eEsDVfN1W8/LmbuHVxR3BpTB+qYfnxqZFN1QwFrfnKIExYtBfMCJoARePZAfbuMqNunOPLIOoy03nZrTVTQXO2MjBHZDLHgWvnDcy80SztY5qhwrMD+E6A1nxlEJpqh/DtEAvHGvDdUJDuEcLmttMLoCiE8QNw4zpHejPW0Bpnby3a4hKHnIjYy45uRT6x4HKCL6VobqfjMo4oGjMmWvNV3L3WhlnToJsqvH6IKIxx/Ok5VJuMiFOcrRBArDXpWpYnZs08CgGMigbNUEQVj9CPEscPgaarjACsZUJRA2xc66A1X4FZ1bNzipAM+uYgjOsMWiyMGWt5lzmETz0/VTg++TM9SiK5+9JPEhQfhMDrBwj9GGZFBVEJVJXxgeiGgsAL4fUDQeI4TDL7T8xQIYEdIQooTj4zV+5kZ56hTHvHMcgJYei5V/53ip678do2Dj8+jZPPs9z2e43YDxMelVcNBWZVQ3vLwfqVNjRzHZEfodoyUWlyhApLvepsOwmMncKoamjMVgTZJ5Dm5FcaxkAaTeBFuHp+E709D1HEyHSjIMb0Uq04Rx+D1alkJPCwBUxRCI4+NYvmfAVXX96E3fXR0Bm6avFEE24/FBF7+TpZhM0jNknGkLEN+1/5lV+Z6MKEEHzqU5+auEHvysHKwKYibZzc0L7+yhbcfohbb+zgyBMzOJfU74yCGLUpNVlY0xqZeVZMPrMzUPwCw54vMHFEE/i2isCLESc51Zqhot/xQW920dlxEYcRXv5fN9Gcs7ByZmbiRS8b3UnPjWOKsnKhvEwOpSxiTymLGJhVHTPL9cyGwfIsJYUt39U5m1yU8iMEiFPF3unW0ZhRM8qBIueUTRDJyx9qVjRUW2ZW8aHpwiwTIpYZsY0Zi/WlQmDVNNxd3Ua1kTPKDAWB78PrBVg80USlrg9PUyjqf8mAz+h6ssE/hl0/SpEapxwOuw5K8/E1U8Xj71vE3oaNtcv7rIZzi+WPH39mbmjwlffr4vEmdtf7OHSyhc6OK4zigxJKWW5q6McwLC1jiBTO45zw8T3WvRJoIVEIVI2IMlxANsc5DrN9L+fg220PhChYOTONsx9ext7+jtQWqV0lL2/Scn7vlPB199YbO+jv+7h5cQdzRxpYPN4sPWdY9C/Dyp03+vlpRFL2J4xWXPzyKm69vgOQlEvj9hu78J0Qx6XSmUXtYrmr2XHt9kN0dx1RNk80dERbAi/C6wkXCz/e6flDU0rY+lkyLggkw54vPtn2s31qsGFlSAcUPUbShnz6QOBFePPP1nDtwhZoRHHlpU0cOtnC8WdncfdqB709FwBLgTjx7BzaW47YPzs7Luy2jziMYdZ1XLuwhaPnZjPPcE8R4wmnEBGh8OR0PtcpCqOv2VuxxbwMFs/F90K8/Rd72N+0EQYRvC2GUKg0dBw9NyvWkIHrCFuQiLV8GHEuIQRmVcfCsSY2b3RBVNZ4vpbVp0005yvMkVLR0O7b8J0QZlUfSE+QCQUPSvhz3n5zF06SisH4SpYHnyUHFX/UJBOxj7IRe91KnC9uhPpUwppOmD5baRgwKtrYuqIMBe8nJX1Xzk4PwM1lyUbsc+vHECGEpOg5Q0GlmaJgAy/C3Epj4uDVKMmX7ty62RG16WnE5l9310UcxSJF07VZmTujoiWl4ti1aFyckz93pIHZwzUxZS9+eRW339iDUdXg9gLEFGhvOQjcEEZFH8jRL+wrJZeuWiJKQm769LcfYUhfJ8TxZ+bRnLWwebMj2k0TRGHmHsnS9YhOkaEytmH/T//pP53owu8a9u+sjDZ+UkNb0RljpQzRffz9h6AZCnw3gqYrwhAe8LiRjG9VfArDOGOoyAsMg9dT6JYGRSXC+OD1RIMkr7vSNKGZKtavdEBjYO5IY8JOGGgW+2dMhy78ikIQRWwhoDFNSc6U/MKQKi6jUr/lTT4MYlx5eUMoZ9yhIjOpq4I8b4xydyVweiCJigi3MvMYv/Ynd7B5s4PAjaDoBPWWhaPnZlAmZpU5B7x+kOZvkSws3W4zYrSVszNYemyqsC0ZKYq6EiJSK0nRsXTMhZiHActkDCOCt6dMOYuCGKrO8nWPPTWHu1f3sfz4NHq7LlRdyRi2ZWJWdRHN7Oy4B2+Y0mwESi4JVeY5l0XYOnG5MswlljZOLalwIZohGfZRAvnjwp0ctSkTmqGARkBroTJgqI2K2D9KAXu+7uoVVay7ty7uwJVYiScSGYGS7wdKk/4n4rd8PnAxEQn7LV23Geu0qktcGnd6Q4kY45ApZtx5yJXCa69sIXBC3Hh1G5WGgcasNda8vvjlVVxP2OQrTQNOLxiZUlIYsZcMbGEw8PxXqTPiiP1roDwgUsVzQIasLQIpID/PK9sAIag02Ti48eoOTr0wj49+35Nwuj72N2womgJNU8R6+8afrqG/54IoCuozFnRLxc3XdxF4UYaTRu6DUTIObL7wN5L9TXbild2XO5XdfjDwzoXzGxCkVzdf28H2nR5UXcHMUg2ezfSFqYUqzn7bcsr3k3NYOd0A3R0H04vVdC0fNs6S70+/ZwGNGQvXXtlmXCmEwKpqmF6qZSokGKYmUq6KKgqNm14yrvC18sRz87j52jZmD9fhuxF0c9CpNUnu90MlBR2Wz482LBWzy3XsrvWFk8XpMej36RemhqLl8iJDwW9dZM7L+ZXGCO6ZtJ2kaE0tEaeXoudUXQWNUvTc+rU2GrMWmrMFUPf7kAyPQBAxwl9NgWao8N0QtRbTPexOANdmaShuJ8Dscl3A2EV6TUzxxp+uDeTk33x9B/19D6ffs5jR862Gxnh0/AhREMPphzj1nsWhThMhUkBr2PrFgw9xGMOs6jCrukgB5et8TCmUApQm1/MfVefXMBl7Bly/fv1BtuNd+QaL2w/EBFQ1wvKlWyYIIQKiO3ekgY3rHQS6glrLGGAGBrKRC3nj5/l/XOQFRlGZshSHLJoTRwqqDQP9to84pNAqKupTJiotBs9xuj521nosz20CKctdHZVjTVQCRAkzveR5zxs3QhmMaLkdKX+fnH7l6xtYv9JGbdrMOFTiKMb0EqtzOkm5u8zPBbBTGZZ36+Iutld7qE2ZjLSs6wtm5Znleun1SRLdotIrEEZZy4Ruqlg43oRns7ruwxbLoU6QAkMjq3SOtgAIyhVUXtd7LGW3JMc8imIpp5SVzWrMVmBVdfR23bE3Ch494uOqCNp7P0IpQ5rMLtexs9pDaLL5VjSPi8TtMcW4384SUw3cJ2YGHB+zgRejt9cTr0mO2MYhzRBUcrHqOupTJuy2X3iPMuKb9MvS5j1Ukil3aKlwugGqTQNREGN7tT9WxYI83D6OaUrmJH2vSIgLktr1OSOkhGA0+Y2v27VpkzmzEiPXsFS4XX8o4iMMGEJIS5Rk4UjWiOB6uHu1jUrDwGPvXcCwlyj6rc6iSIrK4OecXb6UwbowFz41sAcim/IelqQSFRr2hKCIY6DQQUGy6whRiHieStMQ0STuZOPPM3u4DrcfsHQnwtZbZoDssugaITBrGkI/RhxRbN3qYv5oAzTJg+XM2+NIetiwNahYCaby/zM59hCfgcFoH6UUM8t1PPmtS4MNSU7u73vYWevBrOvQDQVRGKM2ZSLwI7S3XLj9IC3JmJwbBREufmUNd6/uw+4EuPn6DuZWGlg43sjshwN9kHzNyQ3njzYYbPlqG1s3u3D7QYa5+/gzabpQVjeQnD4PYF2qtQw0ZiswKhp8Nyr2cwpH3yOyMCZSOL4SYlb+O6XA0XMzmDpUxfqVNiP3VBQsnWrhzIeWsbvWn9ihUW0amFupo7vrjXxnnh3C7vqY7qR71Tj3c/u+QM9FYRpxkaHvB51jL/MIEAWIY0BTFQR+DBqDcaAEMey2h/6ei9Z8FccTLiYAokoTAPTbktFe00AIS6cL/Qg7a33hsON6PgiwkKDQfCeE2w9w6vn5oU4TLmlQZbh3jO9lciCBr9tiDsY8OJG7h8L0/EdFd5hExjbsjx079iDb8a58g0Sw0dthhmWVJnq7DNE98ewcdEtlUOOOD6tuFLBippaYrEBRmvVi5omB6tMWOtsOopBCURRUk3IYmq5g8WSLEcQklzMsjZXaKGEaHyV5xS4DXS0QJYkcKypTejnTb35h4NeIZe1ZFumf3Jlgd3zcvdGGXtFQqetwkxKChBCsXWmzfKeklI645KjgL03fQp5Zm0rt5rwJVo3BsnwvQrVhCGZlt1fSv5K3s4hV2KrpqM8wuL/bD6QAeykGs1SKouTienR0HfuR9yh5VeO2BUAmGp+vH83G/ZD7S8IjEXKE5yCFGx5Hz82gMWvh9pt7jD16yipkt+XCFfCbF3cYouTiDo48OVMKeeYOiSikrC79hU10tlzQmKFymnMmGtMVHD03wzbdwhrSSalHoPAFZ6CuBW0e5sx5mKSQ3RrjGcrAoFEPJOtZgSJPcuNwWK3kLNlZehJft303yrTL9yKoujoU8dHdZWVS/SN1REEslEJFJYhCFq2yOz42rndw5MnpoakovN+qUybcXiDe9TgpJfn1UyzXcnnAgkE13LAvc7gOeo1J8rVsaMvjIPAicUr+efLrlNP1EUcxGrMV+G4IVVMQ+TEMS0VvNxBouIklF3mXc2h5vxY5xAXsnEfHpBx7ARJJrpln4O7uuli7tA/dVLF0eirTDt6//TYzhhqzrOqIpivwvQi6wSoDyDoBf5ec9NesaxIiZhdO18f0Qq107ef8DSySaqLWMhGHFLX3mLBqGvY3nAxz95PfuoT1K8wpXsSK/6DWI1GKOC7fzB59KL6EnJFh1MkfVVfx7F9ZwZMfWILT9UEIQXvbYWvIEOfNMNFNDZ7dQ3uTolI3BtYTgTi6sInAi3Ht/CaacxUsnWqNZZBXG4ZAz6maIl4bR88BQGfLgVXTD4xEV+YR0C0VCiFJmT+g0mCIWTPRB5/4wCE8/r5DUFQigj2UUqHfOl1PrFlOl0X+rTo715HWiyICUN+NYNUGSR7LRFEIogTxNaxn+bwL/XSR55+FXU8plIIx8ahWjhhHDoQ8r9/v45d/+Zfx9//+38fx48cP4pLvyv3KCIetVdczE5BHVWSIrtsPcPo9i5g9XEdjxsqUyRC3kaMRkoEJZCND+ZqVzTmmmNhtH0ZNh6oqOP2eBWzc6CAKYxCiiWdgTOPKxKXASgL2iYJVPps9N4S976GWRClTw754YeBldIouSaUPBEwxC70YuqGkyg9hcLLuroPerocoiDNsqaPKYNGsZV/6rE4vUZJmVERhjCiIQU1VlE9ye8XRUplsqlCZlSLbGfKoUru+POqepg3IBkpxv5fKkJ/T9o9j2ZdE7GVSQAnRwRWtsijoYGPYxsTfz4OI2BPClKCnPnIYiydacLo+Vs7MDFUcBFTcYlBxSoaz6PN2X/rqXdy6uAu76yPwIqi6At8J0dsFertsbD3xgUOFEXuB/KG00HjN5NiXvf9HwLDPlDtMIIMETPEZZSjLknGixpIiLx3DSTrztmYZbLhoSpTVGvb7IeaO1DOESlwyLMxdViZ1arEK34kYmacC0Jg9u2Gy0lJeL4A2XQ5DTR0MIe8AAKNTSorWT5ndPe/syKLO2D/Uohx7pTxiP9CPSRuo5CCVxwEjwyMlz5M1aIoUZ98Jxfhh5Z3Stoxr4PDjQi/ChS/cGqhrfe7Fw+XBs8wamH4nV2nIQHRrGuKIwqrpiGOKjRsdzCTEvfnrm1WWSuR7IRrVpBqLH8NzWB5wpZ4t8ebboYjwVxo63G6AaosRg+2s9pJa14NPwfkbrrzE6n9Xm+uYPVzH/NEGzKqOJz+4hErdyDg75BSjzPqUPL/crwcp+f2i0NEpofQeNZH7D8hC8TMZWUnEuNo04PYCtLcd5lAZQpBYJoEX4dJX7+LGa9sA0nVPdmbzfZGoBJUmQxytvsXmybGny7lGuFRbpkDPKbrCaq13fNhtH1ZDx9t/eRcELM1onHK044rMI6DoBIETwaprqDRNtLccuL0AR56cxtRCVThbufD8dADMAcBLIFMK1w5AQeH2ArF3DatNP05uvRACwWY/FF2bjAsebNGkNEhZLytKJ1QecefXMDkQw77X6+Fnf/Zn8aEPfehdw/4RkUpdHzkB9zdthH4Es6pjbqUxMneJ0mSiichlNtIhLzB2x0NrvorT71nAsafm0JhhZe4ufOHWoBJph1g83kS1NalhX2xgsnYOHi9Y+89vInAjXL2whca0heYcUyjyBomS95zn7y9ZhtyYZYqZAt+JYNZS5IDTC+B0A1w9vwlQCLbUI2dmRnv+k36n0aALQFY0hcfYDWFYGhKNLDHCVJg1vThSA9ZfHMrFHk42DrIGP0n+N6zZpUtpiUOKIHWgjBKC8tx4YdaPU3dWimDKiz9X+PlvIlqVcwANg30CadlFseEcdMSepnlkoExJNiva0M01AxWvqHA6AaoNHYpCMpBneZxoCTfG+rV96JaKcDeGqrGKEpQCvhej2tRFve1awTwWrNXA0Ih9+bgZ7QB7GERWfMIgAo1Y6SOvH2L+aL303QyD9macabLiq6QoCEYgxpVj+SLJWJVPzQUCi2oNH3t6FrPLtULoeYa7pZUowG/vIwwiGNVk/CX6auBH0AwNRlUfaoTwfrvy0iZLMalo8NwICiFDFcbCdBrpYZUhURvmYE5Lj2auS0occQXGr/CdSOGncRXg/GstPM8OEfkxlh5rMWh43ps8phAAb3/1Llbf3h+oaw0Ax5+eG7he3nFCkw2CIkWRUJpFKPhuhNBnjj/DVFm6QUJCJz8wpQwNNrtcx85aH6rqJ88bwOsznSDv0PHdUDivOZknIRBlsPY3bCgqwXQnG6S4+OVVXDvP+A5qTQMULPJvt32cfu8CFCU1IsWzKynRbiZVSHyerP/HFaF3REPWO7GPPoJGS67JNEOeRwoPE2mRIsgy2XNf/PIqbr7G+DtqLRMUyDiz5X2Rl/qsNg1RdcbtBdBnhhvhhKTouVsXd0UZ4mrLgL3PUgBq0xbimI5dVnockXkEVi/t4sZru9i720d7s4/QZ7wp7S0b185v4dDJVkafZUYx+2zVmM3AOZUCP2K6fgxMLdWEo7qsNv1YufWir1IdbljFmxSKH4EQlvYlAi+JA5c7ewZ0yiForUddDqzc3aPCSPx/iojJMDCY+V8ycgIqCoGXMKkXRS349bPRWmYAc/I5WcpqVspS1KYjT04zuNOkmxS3l/JQ/JKIveyRrSYe2fWrbVh1HcuPTQ2J2A+/v/zPatPA0skpXP76JpyuD81QYXd87K31AUJhVJL63UmU1O0FOHSqNfQxM8q19KhyBBlIPcbbd3oJOzkRJXMOnWzixmvbuPCFWwORGk6+lV1speci0n0FCiHblmyDy5+FlJ0o3uUYysqwn3PM1EMvIymm8uFc4edwy3y5x4xDachteG4tKRmn9yuCATqiop2jnjufI8euk0KEuzsOLn31biait3C8CU1XEXoxzKoGGlNoJvurEEakqSgEYRAnqQCD+fqEJPOoBMwhHDHly9AjI3yNu/n6DpxegIah4thTM5hbSclBixxsQvIPS1Go+DI4YzxwXnHEPh2sORdd4bpNKcXmzS7yFUcyCnAyR3j725s2U2CRddouPzslorjj9Nvll1hZI1VXRyqMLBc+H7GXHEU8aiM547hEYZypGjJ43ZKFv9AriYGxPZYCnG7YpeeBAitnZ7BydiYDSR07bSkRzwlx93obVkMXDNlyaczFE61iJZtHSSE5fnMRaxlpILgfKASsnpPQ8auTxDMcR5TlUy9WsM4rBVCC5cemcPjxqQEHrVXTkwh/BLOmC24Q1w7h2QHe/NN1RFGMaxe2xP4WuJEYs1EYQzUUlgcdxNhZ6+FwZxrN2Uphnwmi3dw752lZD2pdyjiWhjhCH6mFsUQyUHxZZCemhGIo5LkYIoLvIkF2qAkjPJDyXQzsi0nXG6aGrs24HgprvMvNJQSqruLsh5Yxs8RSQloLVfzFf7/K7h0yI9tKuKlGlaOdVKpNA4dOTiEKKdyeD98JUW2pMCs6VJ057v/yf1zFmQ+mVRbkHHsaU5x78TBWL+9jd60HELDSxjUVvh3i4pdW8dzHjo6l548Srg+M0okUKWKvqgpCP0J7y0ZtymTrn8oCXnnSXgASCuSbYJLk5N069v+nSbpzjp6AJI1CqgVRC3aIbNmzCcmNiTLIbN7zLUtRm/r7Hnr73j2XuyuO2GevlffIxhEV0YGNG52M0i2un3QJ30xKdJ70Q/L7Ex9cQm/Pw95dG27Ph1U1WL3kOaY8yERKd290ML1UG/6gwmDLKbCiH5IFDMxjXJsysXppH57jo9pkJdooobj9xh4ac9ZApGZqscr6khSjE/IM0ex292Z8l62xIqI7jje+4GduKOnW+EueiALkXm5/34PdZqUCZY92nouBlsDKudCYgujKPZPnDTX+AIHkyP57+DVlBdyqaeI5fCeCbmq4eXEXt9/YzUT0rr+yjamFCnRLRRRSlpNMGVlNFDAODcafwRT4onVBjKGSLiiONg8+76MgfI1bOj2FzRsdnHphAVEYY/tOr7Cc0OHHp3FiCFt+vkavHEWU6T941w2w4iPXdSXKlLxuc7gmjamIvgNZx5BnB6L+tFnRYNV1LB5vZnKVlx+bwmPvXUQ8Bjsx77f6tAWn68Os6Xj8fYtDz8HgspiJnGcgy7nj+m0P/T2vkNCwrBTksFKa+bVrHAW4yD7Ln7e3YWPmUA2uzep7Z9fi8fdM3w0RuhHqUxZcm9WwrjYN4dRzez40vTgqKZybUe7eBABoBmlAVDYGXT+Cb4c4/nRKQifrJ5RSxBGFqqt47juP4ckPBnASHgpKGWFW/vlEhH+1B1VThANpb73HcnYJhNOe728rZ2ZSow2p48usJtw+TlC+X6kEJA/z5SrRCMfu/QhLBck5kjO/s78Poi76N0LkYFFGX5P+ZKL3MuptHOe/JPKaxchs2fcy30Vp7rjH0kSr46RQSXuvUdFQnzYRRzRlrU9QLPl7H5RhH3gR3v6LdVx9eRPtLQeqwfL8K3WdpWL2A1z+yw3s3O5jeqmKlbOzojIIwN5J4EagcYypQ1WYSdqPVdfR3/cGHBHD9PxRkkGBDnmVfH9x7RA3X9/G3t0+PDvE1Zc3UZsyGcoIKXoxcy437O+phQ+3jKXlfvrTn8b3f//34/nnnwcA3Lp1C/Pz86hUmCGiqiqOHTsm/v2gJIoi/Mt/+S/x27/927h79y6Wl5fxAz/wA/iZn/mZoRP5j//4j/HpT38aFy9exMrKCn7mZ34GP/ADP/BA2/qOi1gAc4MZgwpy2QTkE0FRSamRLl+eGzLce13oZR1Tskoki/JMXLpFglJzEXlpuablSa1ozLwUusnyOgN3kJE/Q2JDC/q65PENU8WJ5+ZxxIugagRWTcfX/ud1WDUdgRdllGGn648kDaTSvbIEhllDEwTCY7x0egr7G30sPzaN7TtdvP6lVZg1hhZw+4FIe1i9tA+rroNF4YnkLZCfM8035UYwIfcYgS7pNG6sjGOcEqSKQd5QUg0FtaaJuSPFFQCy90zaEgNQc+W63AiKSrC33hdGV5xTtEY9PVf0yxxQZVJm/OVz8hhJZPp5HLSDrIAzxZrxPYRujJWz09i61YFZ14RSWW0aCIMI7S0HR8/O4s5be4xMpxuIeVSp64j8GAunGwM1n7nIZcmKFVXJACuSMZeakc6Qb6BYNQ3NOVbusLvLapbnCca4g813QswfaxY7D0ucXbxcJxMJil+0LidjXJZhQyV1XmW/lxVgCkBJGuw5IcyKjue/8xgAiHews9ZjhGhhNPY7rDR0qLoCdYz9hfNdZPpIiujxPUpe22SSrNCPcfX85sD8mmR9k9E9RX06VAEe8ohyfjHFoFNMdmCMI2ZVh2aydwcwxAKlVOT9mzV9sIwnyd6WE21l4LzJR440uHp+C44dwLAYGu+x9y0yNnJkHS00BuIoBgEyUPidtR56yfF5IUoKd9682UVnx4Hd9uG7IQgIOtsOwoYh2LpXL+1j5cxMCeFXKOp5lxnIgRPB7mSdP0TqlGGO3fsRhbA0m9Ll8BGOQspBClFqWM2t/7nHywZZJhv3ZUa7zHdRnjrjY+pQdSzyPKEXCJZ2gkpVH3nvgxLGe7KDOGbpRarK9mnfjVh7VDZuoyjG+pUOQIHZ5TSoRGMq9GTuqPWdCHFEoSdcKQfliOApVGUBMy58Xl6/sIWNGx1UWgasmg4KYO1SG4QQHD03m1y0+NyDrkTwMMhYptJnPvMZvPnmm+LfJ06cwO///u+Lf8/NzeH69ev44Ac/ePAtlOQXf/EX8W/+zb/Br//6r+PNN9/EL/7iL+KXfumX8Gu/9mul51y/fh2f+MQn8NGPfhQXLlzAj/3Yj+Ef/aN/hP/1v/7XA23rOy2jFOBx1n2+EBWxAsv3yegTSqo43o9hX9SOSSdgauym35WVrpMXd81QoVsaCJiSpyX553nhDoxhkDjeOZk02OSDbrJ6rNOHammUtK4LLgNee9yoaIWRcvkehUzXOUNT3uzNKivRZlY1+E6IyGf1cOOIlU5CAr/2XZb/mDFAc486oOSOeE3DoHJlGzePvI0HxU8HJTeUQEgSkWHpFW/9+frwa0AePzRzLUohSkPevLiDK1/fYMfx/ubTZYTeHyekZ5OS5w08UxJ9uvil1cxxmb6i/IvR1z/34mGcemEeBAROLwBi4NQL8zj21BwCN4JhMdg0L2dmmBrCIMaxp2dw6oX5pBSTCoBAN1RUp0wsnZ7C8Wfns/0jC+HOh+I+yM+dst/LJEhIwb7422/iy//PJXzxt99kaSd+NLpDHpDk8/48O8Cdt3eF44QozHizGjrWr3VSB19yjt3xsbPK8jtlw0NeL4u6s+jYTJ60+LG87amSmr0BV4DdLsuD5o4htxvg8ONTwjibPcz4BLgTblike1j7R0mR00xG0qTkeelx6TwnqLbMwvlVBPEHyhRRtnjRYQtfWftLUuoKLi+lBOV+G1OsqobF40243QBuL0AcxujteeLdWTV90KDi95bgugBSXhb+D6RIg+e/8yjOfWgZz37HCh5//yFB3Ju9brImFqT0KQl3BDC4lnC489PffgQf/b4nsXi8CVVlbPq6ySrt2G0fe+t9mBUNgcecGHzM2h1fkNd6vVDU884/N19Pzn/hJl7/0mp2PSFIyBIfHISIowrLkW+5cf0oifRMHAGSTzUaYDiXgjhj6QiSyGuW/P7lNQtI90VQoLPjoL1pIwxjtDedsfYTWZ+IYyqcVePc+35FLq9ZbepQNIZMUA0Vnh1C0RQohEBRGUm1UVOxs9ZHXyo/G8eUceqYKgIvEtwjNGY8TQfpiBAR+xEqCyEEvsMIM42qhlrTSJ+hqmL7Tk/sm/l9w7MD9HbdDFngN4uMFbFfXFzEtWvXxL/fqXz6P/uzP8Pf+Bt/A5/4xCcAAMePH8d/+S//BV/96ldLz/m3//bf4sSJE/jlX/5lAMCZM2fwla98Bf/qX/0rfPd3f/c3pN3vqNyHbc03hZGREW68Jjl9ItJ/QJ4wzw7R3XHg9moJ6du9Sxl8rcgj6/R8+E6ElTNNkXMoC1HYorK73gcSSNLgDeUPg0qaqitDiZSOnJmGWdWHovry0aj0++R2OYNcJqGjMcvr1wxW0ooToFCaeo2Niiag+OmFssZBCp2TDqNlEdLypxkFxR/XOKWgmfSKSl1H4EeMKbnnY/1qe2TNcDnHXr4WjVkunAmWh7lxs4vZI3UxRspIGwfamGzuRCGJgTN6XZXbYVZYuRo5D1aGwslMsMMihnmRob7XLmxi9nADS6dasDs+c0DZPKLH2us5ITRdRXO2ikMnpgREuLvnorvjYna5ziJvhMD3ouLoMi9vAxS+3zwUs0iGdR831sy6htq0Cd+NDpSg6F5EcCAk4jusBGltyoTbD1kpUJWtB27PTkqZAZEf480/W8fe3T4CN0IUxVg80cLUoSqLKCeXzBjwSrqeZxi8CwzfcZAjw1AmPDJ75eXNZI6Z5bnwA57h0SLI7CZwTg+kxeQYkflfu5vOrziKoRkqzGo237baNIpJ+YBiGDBJ5t7kdv1YjnhZCeZtAMZeKjP3Ov2+RVQaBq68tAmnF8IwNRw61cTJ5+cRenHB9VLSS4FM4GzWIIUN0C0VjdmKSA8pSjfg7bc7bB3JRMQLHFPi3+K9sr/7GzZq0wz5EoUxdJPBh/ttH0ZVE8ZIId/Be+ZF3nT+PkV8PHw9WX5sKuXdORgVaEC40650v3yEGb+5sw+QUHB5XTL/T4nvaBInIZdx+C7kffH8529i7dI+Kg2DrbNkeOUYgL2LVP9K23wQZHOjREaksmBOxFBihLWHB3SqLQOKxjgm7LYHp+NBS0rx8dScpVNTePsv7sLtB4ijGJ4TI3AjnH7h4BwRImJfRrojSeBFjDCzbsjeE+iGCs9OiTl5f3NE1vVXt+D1Qtx6Y+dAqxA8DDKWlfSJT3wC/9f/9X/hc5/7HKampgAAv/zLv4z/+l//a+k5hBD89//+3w+kkVy+9Vu/Fb/5m7+JS5cu4fHHH8crr7yCr3zlK/iVX/mV0nP+/M//HB/72Mcy3333d383fuzHfqz0HM/z4Hkp1KvT6QAA4jhGXEaY8w5LHMeJJ5C1L6YUNGmv3GZKY9A4BgUd+Sw0uQZRUXpsnNyT/0eTJCcaxwAZfY9hEngR3vjKGiub1Atw8+I2jjwxg7MfXh5rAvL2R1GEOCmvFEX8+Qff5ZkPLYFSitXL++jtOVA0FYdONrFybgbI9Rdv25WXN5jCpipYONbA1KGKaBurAZr0TRSD0rSPOPESY5qPB+6tmRpOPj+H48/MYW+9jyiKUAawieMYiqqwZ5XedxyyfCh5XPD3Hif9EIYRDEvF3Eod61faICoACvQ7HgI7xIln52BYKoNYUir9jaVrxqBROj8opfC9EFfPb+L1r9xB6EbQLBWHH5vG2Q8vJ3C54rnE35ncZtGXEXs+lSpDxxW/tt1xEbghajMWAj9iKQZN5nEO/RB2x4VVL18CKWIxfuRrOb0A3NelWSrsfQ+eHUhjKxl3cQQyZPhHUToPKZLNdcR8kdth93wYFkN0GBUV/T0380xxzEjr2DoQJWNweN/JYtU1tOYr0E12jlVnOdFXvr4JSlhKSY/G8Ho+Fo43YdU1cZxV19h5YQzNVODbbD0oW3sojdP+S959ZtyKdYsUtl9ehwb7zMedS7swG8xBFQYRKk0dFBR3Lu3h9HsX3hFYfub90xi6qUKzFLhOKI0LBa4TQDVYWUoax7j+2hY2r3dQm7VQm2Eli+68uYtay8Czf2VFzCFI6wyNY9hdH51tG3anJkjF4qRfoziGEvMoadLXQ/Y7McajCHGcXZdUjeCZ7ziCasuAphMsHG+J/i1673w9IsqYY5OPozHGMh83UZQyyUWRPLYoHDtAAAc6VGiGks7zbsTuBTowv8rmaxwzYs382kXjGDElY+27uSdIzi1/Vrkt8p4fR4Pr6PC+YtHxZ77jCPSKihuvbaO/52PrZgdf+n/exvRiDcuPTxXoEzRx3LGxE0aR2O8opZk9CQCigEF/Ke8bPl5JOrcDP8Tlr21gZ62HwIlw/dUtsX/w98/vn2kPkPQXzayVNdtAe9NBHEdQVVZL3G57eOJbDon18pnvOILT711gvDdJHfObr+2IucTvk1lPFAIaxZn1ZHqpKtBvGZ2sYF+7d0n6QCleD/n8PLj7feNEXsujRIcB0j2BxjFobq2glBHC7ax1WBrYUnWi5+ZrVv79A4NrVhzH2NvoozJlQFEJoiAeez+hoAi5XpY80yT3HkeKxplZ05K9helA04erIArQ3nKS+URRnzETYtQYgceQq6qhiLnG15jHv2UB7U0b/Y4Htx9A0RQsP9bCmQ8tHdhYo5QiDrk+OVwvMqsaVIPA90OYJFmbEx1UM9N9k/fJ61+6g2vnWdUWq6mDEuDqy6zayrN/ZeVA2v8gZJK+Hcuw/9Vf/VUsLCzgi1/8Ii5evAhCCG7fvo3d3d3Scx6Ep/AnfuIn0Ol08OSTT0JVVURRhJ/7uZ/D3/t7f6/0nLt372JxMUuws7i4iE6nA8dxCnkBfuEXfgE/+7M/O/D91tYWXNe9/wd5ABLHMdrtdpJXq6C746Hb9qFtBTD6qRHsOxH22zZQ8eCEBRFmSTp7HnptHwHRgc3i5+7ueLD3A5ibIdo7LnwnAqUxujs+qOWgVsCAPa5cu7CFu1fbgKXA0ABacXH90m04UQcnh5BJcYmCGPvtPtQtH6bNhnrgsefXtgMY9qBzYOlpEzOnZuA5IVRVQXvDR6fdhmYqUDdTyA5vGzUIzLoK3w6wdsvGS3/si7bJfbO/6yAMKNRNX7QBAPT9AD1XHbi3WdFgVnW0O3vYbzswN8LSlIi9vT5UjcCzI2ibQQKDZkQn+20b2k76rO12F5HmwO2F8J0Ioeqg1/YxfVxHQHR0dl14vRDVmo6l03XMPaFj+2YbZMdD6MXo7LuwbRvbW1vQE0/u3p7DyK9qLvZ22Oet1zrYWOugsWjAaikIvEC8u5nFBkI/zvSneJZ9G74TwY00kGo65vbbfbihCs9mjojYsEvf+/5+H4anwmqoUKd8uHEARVEQKRECJYAf+7BaKvp+G+Fm+XV4/+mbAduAk2uFoFA1VlYlimIoNQov7GN3J0DgxYg0B922D3MzLGXVBoD9vS5CxYSPHtrtHiLVgRsPNzA9PxDtiAhFqChQVBWeF0JtIfNMu7s2NJ3A7oRAxUN/z4fpq4j08mfOS7tro+8qCLU+AGD+SR1d28D6lS5sL4JpqJg+aWFqRcPm5mbmXLcXYr/twAl6Irrk2RECYg+8v/aeC9+NEAUxQtWBE2mZ9SyOKPbbPWiGAmNzkHNif8+GZiqF46Kz4yBU+rAaOrxuDAICVfWhNWO4vQBrq+toug+WH6ZI2tsufDuCsRnA6QRwAhczJ1WsX24jCghIrCLwCII4xOzROpygj9s317C9tQN9WoHW8hETH1o9AqnEuHN7HTM3FLT3PUQRRaSzcRiHMW7fWMf2nR78foSb1+9g7nADR8/NJmukA2MzhGawscrXTWXHh+UVqwihn6ytmz7MalKCTFq3AMDxeqhWdfRcil7Jtrm/34ftqQi8GJqugFrO6H5ru+i3A6gagbk5yH0iCx+D5kY6Fzs7Lrx+BGXVw7XzW1i/3IFaCxD1dcyt1KA0PTa/FIpIVRGqysD86u366O15A/ff3WXl1OT9cn/PhqozyFMYxNAK1r0y2dt14HRDGJ5Set7+ng1FIwjcmFWeCFSQmsv2YzuCXjBfCq+z34MX6/DRxa1L6+i0baimCnNBQ+gHuHOjg57dQWU+hRv393x02h40WwEFGxfm3RB7ew4MT4XbC+HFOgLSA8AU9t3dnjjfpxp0R0W77YEQoLLJrv3GS+vYvt2FXtFgVgmome79h05MYb/N+lffDgTKjD2DDc+OoG9l1+zmUQVKQ2FRxjCGWVOw/JSF+Sf1gXULGtBzbfRcoNNjpHvKjo++z+aCvJ7EEYAYCNVQrCdbW9uoVFlqn9sLxXqV19HuR/bb7DkVBdjcHIR/e3027kPVEWv3oyLt/R4C6PDRE89h7LD1qbPLdFJVI9hM5l4YxLh1cQd33mhDUYEoBDbu1nH6fQvQhuy/pSK9/yKR33/oMSNSfv/D9pN2u4cANnptH8qOD9vPra8j7j2OlI2zmZMq01k95nQ352O0qgSqbiIKYmhGjNBz4DsUMSJML9fQt7sIfIbUCYiNQO3D64eYPq7j+GIN27dtEApUmjr29nfuvdE56e/7aO978MHy+IetYW7YR2NRQWfXhu37CEHR91wEcYCZIw04QR9OG1B3fOzsUty5vQZjjoCAIHApjGkN1AzF/imIPB8y6Xa7Yx87lmFfq9Xw8z//8+LfiqLgM5/5DL73e7938tbdh/zu7/4ufud3fgf/+T//Z5w7d07kzC8vL+OTn/zkgd3nJ3/yJ/HpT39a/LvT6WBlZQXz8/NoNpsHdp+DFBYpIJifn4eiKDCoDTW0Mb/QygxUzwkRtvcxN98oLDsli05taLGNqYUqphaqhccYsKHDxcLCDOJeG5ffYF52rx9i94Y/UYRdFrvjY/faXRhKg9VeD0PUTBOOH2D3WoxnPjAa9hMGEbwdDbOzTXGs54QI9vYxvzglctmHnU/cPRBCYDV0LCw0B9qmGxQaFCgGhReGmbYZsGEkfUPcLqIgxsJCC4EXIdjbAwAsLk2XMg0DgF3xEfc7mJ8vP87f24NuqHB0H/Pz6fv27ADBfhvzC+mzulsqWjMV9DUfvhGiMW1Bi11YdR0LhxgL6tatLg4/Po2Z5RoztPZ3MT/XYDDqoM/G2cICjMSwVzy2+C8stEDcLqsXfGsPGqnAUqpwdn3Upk04Hnt3h1fq0OoqFhZaA88S99pwe8yrzPsbAIL9PVh1Ha4RwKrrmF0oJ78L2/swKxpmj9SxuxIz76yhgFAN/h4QdiIcPnsIK8eHQ918J0Swv4+5Odanuysxrr68iZgClmEi7PkIvQjLj01hbmEamqEi9CNMzVWhhjbm5qZZXmfZu91QMDtfR2PWgrejoTFjlc4zWfgzRTGFoRjwPcDvAiefn888U9jZh2FpMIiL2dk6tNhBrWlgemFElQVJqM3QSvK7qBktOFvXsbvaQxQr6LmASSKcfd9sZp67tQBxrw3dZJ5/hRDYuo/mXAUzuTaoIcsVD/0Y03NV1GfMzHoWxxTulgrD0rCwMDXQzqjbhm4omFsYrF5Rt3xcitsIOwRKTEFiAi0yYHd8aNTE8uEl1t5ctORBi+r34FVCLCxMoWd4oHYXZ953DK/TO7j+6g7cHYpqy8SJx6dw7OlZ7N+1UTNMxD0dlVkLwR5lUZU4gqYShO0QNaMFTLNczZn5GtSgj+uvbGNn1YNWsVAxCBRfxfqrHipqgCc+cAhRp435uSlRMYKvm3PzzVK259CP4O9qaDVquH5hG6uX9waQOU5LxdRcFa35cqdJuL8Ps8Z4PnRLw9yQec1Fj/vQqQNVV7CwMDP0WKfiI+4l62cyNtWgB88IsfVWFxtv+ABMmIYGe1/FzpUQ1ekavG6AiFKYmgnfpQPzy1IdqIGNhYXZzP3iXhuqpmBeGof8OwBiDxhXiNdFX/FgVovHPQDE/TaLQies+FZdx8JCiz2nGZaelxd/T0etaUDTVXQ3bsMya1BUBVpowDQVBMRGd52ibqV7b1d1QfwedEOFohJ4doi52SnEvS4qDQO27qM2la45URTD2UjXiPq0CaOqgXh9EJVgYWEWdsdH584daKQKS2d7WcU0YHs+dq/FeOxcC2gx3WV+YSqTnkftDtsHk+/5WkkaOpq1GrTIh9PxceLZObzvEydG9kmwryNwI8wtpHNBXk+qTYORTkYQ68nCwjxL1apocHQfCwvT7D3ldLT7Edpnz6kkfZYXtx8g6rbRmqtieow95WESeS/stz1E3S4WD81A1RTocR9a7EAz0rn/yv++jfVXPRBqolIx0Hd8bL7lo9UIHkgEVn7/lYYOGACJSGY/KdtDvG0NlaYBLXYxv9A8UHI8LmXjbPrbZ/GGuobVy/tw2yE008SpJ5fw+Lcs4tJfbuDO23tw2i5UXcXh0y0cPTfLSsWFMVRNQaVpYG6hDjt5JysnZlC3+ujvD1+f7kV6mgvi9qDpKqKem1lz8hJ12zCfrmH7Vhc7a334bRdVmFhcbuGpDxxGf4+hrxcWW+jve4j2N1GbsUAUQLcotEgFUWL091zUjBZmxtiD3gmxrOHlFGW5p4TlL37xizhz5sy9nHpf8uM//uP4iZ/4Cfydv/N3AABPP/00bt68iV/4hV8oNewPHTqEjY2NzHcbGxtoNpulLP6macI0B41eRVHue0F+kEIIEW1UFAVEUUBIts1q8r06xrPwYzVDLT1WURRx32sXtrF2OamD2zBAFAXXzm+DEDJxHqvXDxG6sagbGpsUClFgVXT09lx4/RD1qeEDXVWR9AER7Scg7PnVMZ4/OZ99To+X2+b2A4Cy3CnT0hB6kWibQpTMO6Eq6y9Vo+K6ul5c/ittQ/F7lIUkpCf54whRBp5VSY7h/QDK2qcqLDe3UlfRnKsmuWMKYoW1VVFVqGpSr5cQKErap4qqgiAWYyFwI0QehWGqSW1yAlAi3l3gRDAsvfB5+HMoufejqgoI0ucb9u7Y2Gfte+ojR0AIwfVXt+H2A1QaLEfs7IcOj37/msr6FIq4VhxRXLuwBaftg4Bg5ckZHHt6FoEXs/xahbHN5sddXmhMQYgCVUueR1UAlB8vy1MfOQIAuPLSJuw2z2FewLkXs8/EItOKeC8EZKBfRwmrTx9lzrn01Q1s3+7BrGuwqjp8N8La5Tbe/Mp6Zp5rOuuHKKQwqyprQ8ncUxUVBGFmvmTXMyTjoriPFEJK50h9ysKRx2cYIRphuXdOJ4DXDXH8mVlc+fpmaYWBB8uiT8Q6zNda09Tw9EdW0JipgABYOTuLatNAb88DURRUmxZUQ0XgMlJPNr+A0I2gmzqqTQtON0SssPHruxF21/uw6gYMS0XgR6g1TRAQrF1u4/jT82ysSnNKIXTkHqFq7H1c+ssN3H5jL2HxN+A5oVjzpxarI9dZRWXvTX7Xo4TPy3GOT+eivC4yroe1y/uwGkntahWwqjojgouAI2dmcOviDuy2j0rdGJhfqqom62D2/kXrEx/L7Hknm398/R/2rOx7wtZHJW0DIYPr6DDh57jdAJFP0Zg2EHhRQmBFYJga+o6X2XsVlZ2DhLSOKDFrC+FrTXZexmG698n9wZ6R9afXDxH5lBHWxizNjSDdP3wnkvblrG7C+4t/z9f/1Uv76O950E0NT35gaWCtLBNNUxEqFJp0H3k9ISCCE8frhjj1wjyqTSNp4+CYnmScDxNVy/bZwO+8Hx5ynbVI5LUflO0ZmqaK/pTng93xc/NYgZVwEq1dbuOJbyk3su9Vit6/6wTi/Q/TS9kzJXqCVq5X368UjTPTUvD8dx7DE9+yNLCn8e+vXdiEZqhYONaE7zKeJ6IobG4L/SQZWxqzDcZdiyeROAJuvLqD/U0bgRvh+ivbpXnwmqZCNzQ89eIRKCrBtQtbWDo9xRBVFR12OyHPU1VUmxZ0i3EMVJsG1ORSrJwv2z8f1vkykd52Lzf4yEc+ci+n3bfYtj2oEKrq0NyDD37wg/jDP/zDzHef//znHziD/8MiRRkRnh1g724fRCFDFz1OWscJZEqvn5DcbN7owKhqqNQN+E4omMPzpF7jSL4ESaWeRtzHZt8sIHgqY8Ufen7ueLltnJEYlMJPyoCItkm8UEW1hdVhZQRzx9ptH6EfFRsYcfF7Fs+aI7pjvyXHyIz+VCKtibIMy8yel64D+ZqQyt3xskkKK6MibiSR8Q2BOpWXB2INnLSOPSe8mVtpYHeth/mjTbj9AMaQSHr+OvwZdEPFUx85gtqUidZ8BW4/RH3KROhHCBCXllIskjg3DhVCMmNkmOiGime+Y4Uxv1oaDp1sFc4twQ4sxujkKVKKShBJtantjo+7V/cZA22LQfgYuRgdmOc8SsnbkSktlhNBRjaEJZIROA77sVxkQjen46MxW8GpF+YRRXFheTkepRhVUvB+JEOel+NbNKs6dEMZeK/VpoG5I3VsXOsgMmJmVNiMGOz403NJOTDeJYzcM/RjNGY1qFrKVCZqk/f97I2zH0uFpVUEWL/KHbk6I1+SiBytuj7GOsvn9fjEcoIlfZzjk2PstocwiJMcUomocNqE54ZQNHagYbG0gpPPzaM1X0GtZQoG//zzA1mCSvZFOWPdpGzdmQcYch4v1ScqG4h1ZDL2vORNwKjqjGsgx/AdeBE0Qy3ee2NmTAIJgZncZGlA8X2FL0ms2goR3wFImLeVhHlbA+9evn9UmyZ810bmJLkvpO9lwrN7cdCVETUOIzxrbzpIXsiDI88rYxzM/f5IsuJLwhzg6T6ZPjf7K5PCOb1ADH3TUuH2gwOtAy/LvRLeiWoGODhy6UmlrLwm21sa2N+00dlyWLnU5DdVTfUTWYfmKNKDLhl36Wt3sX61jUpTRyVHTpkPEiqiCpeCWstg1Z4qGnp7XqaiBiHFJNmcqJo75b4ZZCzD/sSJExNvSIQQXL169Z4aVSZ/7a/9Nfzcz/0cjh49inPnzuH8+fP4lV/5FfzgD/6gOOYnf/Insbq6it/6rd8CAPzIj/wIfv3Xfx3/7J/9M/zgD/4g/uiP/gi/+7u/iz/4gz840LY9dFLwugIvwqt/fAfXX9mCohBYdb1QWeWskTde34bTCXDjtW0cPTtbotSyCe90U8NTUVMlniuQky6wBzEB80YskBqg4wxnRTpIXoQzbVMglOvAjXDy2bmUvXeIDeLZAeKIjmRmD/0Il7+2IepcWzVt4J1RlLDi82eVN3eSEhYBbJORS17J38vXEwaidJ30eUjGgLfqOg6dYiRrTjcAKHtO32Ye7UpdRxQWO+PKFBHhPBjDACDIvnOAvaPGbAVGsuGPx6idPJKsmIYxzKqOuZUGdu70RHkd+TixyQ2xkAZKESrp+xpLYmb8NeescqIeSjP1xu+lmomqMgI8LlyRMiwNmq4gcCMQSmFY2kAdW3lTVSQnVpESwMcQV/aLhFcPuBfhCn59xoLd9nDy+QUoCsEXf/tNVmGgqoHS1DB9+y/vilJ9ssEPHByLfpmhx99TmKkZnhpEx5+Zg2FpWLu8D7vjQVFVHDs3K5RKwv9TkFS8UOC7IRozFrRkqMgOUrcfZscG/ziks4XTwI1Qa5kI/RhuP0B92oRZ0dDddZIymSM6gYx26ORlkshFFMS4fmELr7ddRAGFbqlozVdw6NQUdIshGqpNA6HKojq+m/RLXYdZ1TGzVCucX26fOb37bQ/16dTxnTFoc884llMyf+qY61Qc04E1j1epGVc8O4TbDzB9qIbZ5Tp21voAKIykn7x+iOXHip2IMU3L0sUxBQQrPEkdDkj3FeY4yC14SWOrTQOLx5q48foum5MNQ5QAO/XCPGpTBvYTHpGBAgQlBRPKjJlRIpyRuTVrmMOAVwcoat9BiVhLy6rLKASeHWB/w0mcIY+QwSL1XxzRQgOY96scZFFUgjhiY8o/4PJreblXhxEhROg+D1v99MCLcO38JlYv74MQQNEUTM1XcfTcDBTNEIELpjOyZ7knDoMRYnd83L3WhlFRk4pM5ZV/gHTOcx2DkXhy54mMnGL9/Y2oQvBOy1iG/Uc+8pEHQoY3qfzar/0a/vk//+f40R/9UWxubmJ5eRk//MM/jH/xL/6FOGZ9fR23bt0S/z5x4gT+4A/+AJ/61Kfwq7/6qzhy5Aj+/b//9/9nlLoDMjvLxS+v4vor2wCA2rSJKKSFyiov5aKZCioNHURRSpVaeYHVDFbfsj5jidziiSLsObnfCZg+eapY3HPEPjf+eRuunt+C3fGgaipWzkwPtk02+ghbPF//0h1ceWkTNKK4/spWaSQw8CJ88XfewtqlfSgaqwnu2xozliG9C5oubrToWeW284+JThVzj7hkOAOp4SkUflJyHUjR1uT+CiF44gOH0N/z0Nlx4fQC1KcU8e7Wr7ThdFmu9WAkrDiqm5ZtG1M5zim58qZUdP0ikUtliesk56sqySjshecNa17O6ZJxjowhcdrhQw6SI2KJ0TzhPqxoBHGUIiXEPPcjRkZGGGFW4EWwanpmnvMofRzRBEY5JIpEMNKxIUduin4bp//MigZVU2BVNbS3HBHt4WXjtJYKVSVwOj6qR+qoJOUNhykW9yo0HqzRzZEVABtbcRSnUcNENF3Fkx9YwvxKA54dQDc1LJ1uifWDO+EIITCrOjPSVntQNaXQQbp31x4wCoFyowFg78GoaNBMxjCuakS0PVsmc/g8I8kz0xH3k0UYW2Mc++afr2P9ahuNeQv1GROeE+LOW/ugMYRzloJCa8bwHAoaAk98y2wGdSULd3rfuriDftvHrYs7OPLkTLp+08GTxHPRyeffuOXuRCci59QcY53jz3T15U3EERX1oI8/O4sbr2yjv+/Bqhs4cmYax57K5nPLyAX+XhjjPQUv7yWvUVFieLE1JE7GKX/UtK2n37sI34uwdasHu+Oh0khLJmb9y7m+HhHJnlR8Nym1u1Qr5OQpdBjw11EwFg5KxDgqDeDcZtwChOWBP0rlvORHsrvZcof5coZykEXR2F4XeCFAgcfet/jAHRoTO4wko/NhQ1Nc/PIq7ry9D6IAtWkLbo8hskCApz9yBGGQ6IRx6mzhhKQHaR86XT9B6yjwegGsZC0uCxJyZPHUQiUZI0SsM9mIPft8vyieR0HGMuw/+9nPPuBmjCeNRgOf+cxn8JnPfKb0mKK2fvu3fzvOnz//4Br2EEp+non61/WkDremwKyyRV5WVuU62YalwukFqCVlPYYptdWmgfmjDay+tQe74x8IxOW+J2BBxLWsjn3h6YQI73t+EeZtmz5Ug+cE0AwVzdlKbuOU7kGZEnLxy6u4dp45V6pTJoZBjM5//ibuXm1DURXohoI4BuxOACOIceuNXaycYeQxrh2m1Qdkpa4g8kYAUesVAGhEJaN9WMQ+O6YyylUuYs/758Rz8zArGrbvdHH07CxqUyYufmkV1y5sIfQiXHlpYyKFI1OreZgURUFzhv1EEXvJ4IxCxhDLcktJJmIvzuNOlri8sYMRezLes+XOH2bLyk4ZSjmscbINWFUZ23UcU6hJzeaFYw3ceH0X/X0f3W2mdNEoRn3WwqWv3s28TzUx7BVlBBSfEKlPitviOxGcblDoEBpbki6JwjgT7ZH73+kxx5lVNxC4EXw3RH3aumf0UWlTpIi9jLiR32kYxDDUQQ2QQaY1aGYBFDLnADl6bgaNOQubN7oDDtKiMSqPm2Fi1XQsnmhh9e19EJVAUYB+x4ffZ2Uy5drBpSI7z8aN2OedISVid3ysX9mHUVFRrRsi9cyzA2zd7gpirTuX9uD2AoAaOPYUM9ILnaJInd56RWVOn4H1u6CGtmToTRyxH7NTWG1s/i5Tp+w4t+PPBEJQaTI01caNLmaP1PH0tx8REN3+vofQzzOw8/eHbMS+BPXB11/dZLoF64/BRmqGilPPLeDQydZAOkQG7ZWbGmWO4UlFoBZf3YbTC3Dz4g5WZAfOECHg++H4Y3pSGebAuPjlVVy/kARwpkzEcXEA56EVQhD6ES584Rauv7oF345w41WWY71ydkYcw4UHU268tgOn50PTFRx/du6hjMAShSD2H76IPdf7K00dNAY0XYFV1xH6EXbX+vBsVtYOSNaVZK5rOiPtDLwQjdly9OAkohlsbXA6PkMF7LmoT1mw6nomSDgwR1/fwcqZGbQWq4jDVJco0+HvFcXzKMg95di/K4+O8KWDQ2hrUyarPVkClZdzlhSNoNYyWOSnTKklqSJ64llW5q2z7R4oxOVeJyCPGMiRPP5x3PwmbryVLcKVhg6zpmXgyrIIAxoUnh0Kp0kUsvJOZo3lm+edJnyhJQqDRFHK2KqjIIbnBui3Pfzhv3kV9WkLYRDh8GNTWDjezDoxkn/IKQUkgUbyw+KYCuWRSkYFj3DT9MRcxD5rSMj3lY8zqwwCb9V1oUASFaV5U+VQfCLaN8rTXRS9TSP28UAby6/Dj8lG7Hk+rqIQRCEduNc41xbvRsqxjoc4AgbPF5+GHiPg63TooaXCnzUOqSCaOfnCAgI/xuqlPfT3XRBFQX22guacNfA+WbQ5Zu1I4KHtTRuqls0fJ4rcvGz/8Q38ysubiIN4YoeQLHzkRyHNRHuISqCqjNk4cCNUmgZz4ihE9PX9oI8K2yKlSsjtk8cTN2IKHTglc44rM/zaqq7i6Y8cQfwhOuAgDbxo4FrjClEIHnvvIqyajqvnt+DYoUDmPPGBQ7h7rTM6bYbPVTpWcBmAnGM//AQe+dFNFWEQM96XaZMZlR3223MfO4rT713A2uo64q6FpVNT0BNECnvG9Hqy09usaCyK2NChKKnTuxD5QBjCpuh9jxSS+1t0iJJ9fdmI/fDLy88ESkFUBbqpCkLM0+9ZwNRCFdWmgf6+N9Dn2S2BpWfsrvXhOSFaSqpUc+EwXs6/kXEY57aXKGJpT3mOA3nvzq+1nh2gu+PA6fqZFIlJhe9VqsFQi8Mc8AOS+Agn8FVNLAL9lPtefp9xSKHqCixzMIDzsMuVr29g/WoHRCOotFJdwe0HWDzRyjw3D7KsnJnB6qU9GBUNJ56ZeyjRCQTpPq+Mu+B9A0TW++MohqoriMIYuslSFz07hFVnumocMVRmBn0aU1z+2r3vy7Jcf2ULkRcjjig0kxEo7m/YMDoqnvnoihi/A3NUYWNk9kgNZz64DCCxARQCGpXr8N+Mcs+GfafTwb/+1/8aX/ziF7G5uYnf+I3fwPvf/37s7u7is5/9LP76X//rOH369EG29V2ZSLKDmEen/AQqzyWvrOZJ67hnrkyplTdWTVfw5AeWUJsyHx6ISxIt4cLJWCY6H+WOAB5pLCJ/yvybAr4dZIhehvEQOF0fcUih6RooWMmRyI+TfEqmKLr9gEXFVILbb+7B7YdYfmw6vWVR1IRHj7ihy2FVJDmBB965Yc+jqLnrDETsSyLI3EiRFQ45fQPIKxwlLycxACjPaZhQaBIpiiTyplGSwv/T7yIZGk2S/onZ+BAb9lg59tl7yOePI+NG7HkuHG/OpJsbJ8SKoxh2J4LT9eE7EY49NYv2poNKnSm91RYj8iNKFtnDHQNRGOPtv9jAzYs7hfwew5whwiFECCqtEpQLGd4XaadAtAdIoz3XLmzB6QZoGBU8/v5FRFGMG6/sAARQNZLJ8T2oNa0UQSGPtyDnMCTp2M0QcirZg3gVBPENGQIbBnMo8AoA6ph5k9xAe+5jR1GftmB3PBx5cgYzSzXhMBg3cur2A4R+BLOqj+zfcZ2yfC9zewGMSsru6btZErhq00DTrcCJUmW0CNklK78yGkxev0u5AijgJlGoatMcewyN131s8Is9iK/hdHTEX34m3w3ZXqaAVVDwQvadRJpViEYAEAUR3vjTNdx5a1dkBaw8OYPlJ6ZgZByjjLk8g7oocV4IJ3wOocHzaGXDWUTvXtuG0w1w640dHHlivAh7XuS9SjfZ+Kk1jYwDZ9j7E+/gHpxl40qZgyhjoMUUmsEOPGi00YMUzw6wcbMjdAVKIdq8cb2DqcUq23dy0pyroLPDuIgehtThIiGSQ+ZhMjTzej8AIDHe+VrJgyI8Ys/Rp0RhKXoTOb9KhM+9qeUaejsOfI8RMCsJA//J5+Yzx1kNRvTp9UPUWmyO7qz2YXcSJyRJiIkxOVrxUZZ7Muzv3LmDj3zkI7h9+zYee+wxvPXWW+j1egCAmZkZ/MZv/AZu3ryJX/3VXz3Qxr4r9y7jktHdK2kdpVQoQw8bxCUfxZ5kQVUIQYwh50gRp1Fi1tLFszYl5QgVOE0qDQNWXYfnhHA6PkI/BjijKgV0S4VuabC7PlrzFRBTxc5aD7a0cQtG2Vw0j0pKB43ZIk1ElCEHWZees5zULL0e17aEMZno07LCwaDPSZ/kFI6i6I1o95jkeUVGXiyeazIYHOHGO79OyCDp7DeG5uDEUcIwl4ylMhEM+nKO/UQRe/4Chx2TtmUSxn5ZFJUgCiK88ke3sXWri8CNEMcxGjMWojBGY5aVDOUGfP59csfA5a9v4ObrOyCE5e9FYZxRAvJjlMtARJErEcg6hMaGLCd/+TiQU2raWzZOPr+A+pSJwI+gKARXXtqC74bQDBUrZ6exdHpqJOHluCK/Hxkcwt+t74TYvtODZ4fotz14dlB6rTz/xQDCuWzughllr//JKjZvdhC4EVSdoNayMH+0UXiOOFchYt3XdIWxEVeZSkFz47tMoiDG5a9vYeN6G6AMyTMq6jNujj3fy97803UoaiAcNL4dYuXMdImTo3xeycovf04gu347XX9gLEZBjMsvbWDzZhc0oqj+xfrYka2UMb78acXaiOSd8B/G8IHKz6SqBGEQg8YEoR/DqumsdNgYpJ63Lu5i+04PikZQSVL6bl7che+GOPNty8JpxNGC3DmarbQy+NxAcepFPgp3XxH2nGRQiyqBUWUOy3GNY16lIPnHRPceV/Ls8FwKDTQcPNroQYrvhAi9GPVpBsk2LDbXzIqWOJbDwvM0XUnjOA+rDcdf25jpRN8oKdL73V4A34lw5MlpVBo6erusHnwcUfhOmNmXFVUREf37QYbIc6/a0EEpRRQyPdbtBcJhLB9HFAJaQQ5ZHKCS5NtDebicKN8IuSfD/sd//MfR7XZx4cIFLCwsYGFhIfP793zP9+B//s//eSANfFfuTYoMpHHJ6CYhrcsopBityH2jhU1oCYpfUhquVDjj5pCIPRI277JIDZdKEqXMOk2CQqcJX2idToCoEsP3vISUiG0KVt1A6EeIY4o4jFFJ0ijcrp/emhYZ4yn7OD8mTSZPFUQBxZdyTfPs+nIfcKeAfDkgdRBYNV0oHJRSKMnF8gpHqfOASKzpo0oEFrwIHrGPIzrRns9TAOTnUSQYKY2ZEcO/A8aM2OdIHBkB4SQR++x1Sq9P2MaWHjfZBqdoilDaq1MG6jMW2tsONm/1QAhgVLWhCqTvhti508NaUv4MlBHucMOIKwFlY8vtSRFFLxTwxQElOzvNS4UbnFGQPZinjFSS1BjdUHHuw4eFseY7EbZudbF2af/ASt9RWsz4HHgRrl/Yws5aD/22l0Jq6zrcXoDppdpARFDuPx4Nytn6xUISo2y1h1pSAcDp+Vi/2sZbf76G9/6/TpS2nzmjgDCM0/WkYN0YJtde2cLqW3tQTRW1KVaKbpRBpqjKAIKoTM59eBn7d23srPXhu4yL5PDjUzj1wsLAsQSpQ1DMlpJqKHEUJygWH4ETifV7d22wXVfPb2L1bTZuqi0TIKOfsbBxQ34T5TOlhygbX7LIz6SZCmhM4bshfCfEqefnYdV0KWJf3A7PDrCz1oNZ10Q03qywKhObN7uIolXYbY85BSnF3OE6nvvOo4y1fdNOy+mWjBW1gGNCUVJHaFH0jjmJD6bULifNm8Q45ik1DypIKEd+ZflmKOfFuTk6Ow4URYHWlHQFgzGlF41DohCEYQy77cHt1YRD4GESvh4+TDB8Lnm9nxCCpVMtnHx+nnED8HUgZvt6alhDzN37RYYUOaZ0k83xYchirk/wMcLJuwmP2JMHCJ95COWeRv7nPvc5fOpTn8LZs2exs7Mz8PvJkydx+/bt+27cu3KwMi4Z3WSkdUlkFijf+d9BIUAm4jBpxD5Dblb0u1SmbMCglP7JFcZJnCb8u1sXd+HZISgoTEtFFAFRGDEjUyVQNFYzXtMVWDVduicdeB35CDRv5iB5Hrcc0/OyUdXBzzISQPgKkutZklODgqKSK2GUwr+y58uNHNvwLTDyYgm6PsmeSnL3jaJY2jSIQGtk2FcLIPx54e+Ab/D3HLEv/Z23n2TmwKSON7cXYOtWF4pKEHgxrBozghWFwOn6sPeZFz+vQOqmigtfuIUbr22jt+vB7ftozDCuBaUArVGmLFv18SNQwxASeSkrtxgl+YUA4wrxnRBbt3robDuoNI0DLX2XgeJLvqC3/5LV8I3CCIHL2hO4EUAZCdbcioOnXjyceVp5PrpJ2TJBqCldPy9ONzHKagz2ykkF3V6A9SvtoegEPjciqWwZd+SN40eyOz62bnUFCaCqKUxpx+ioz7gRL93UcOK5eSw/PgXfCbFyZgZOLxBzeOCBEikjcuRr8u039xixbMvMrN/59cXu+NhMntGwNKg6q1QwzjOyBgw0raDZRFQ54U7WzG8jROwzb+zC7vnQjbTCy8a1dpY/JfdCRdlDP0ZjRkMUxuJ4w9Kwu95nJfSWaqjPWOjsOLjz9j72tx14vQAEzDlYn7Jw6j0L8o2EFEXsFYWA0/jlUyQ0U81F777BpXbHdDLejwwjz3uUy3kFXoTrr2yht+fC64dQdDa+alMmvH6II2emmeGfG9c8FePahU14djQR2eE3UsRre8gCYMCg3h9HFL19T6TKyembVu3BIEMOAlm8eKIB3VSTIBMLSL0bsR9DHMfB/Px86e/dbveeG/SuPHgZFyo/EaSeFueZv9OS3wDiCZnBRy3Ew8qUZZSsxMiexGkiH3v+8zexdmkfUAhCL0Jvz0UcUTRmLBa5j4D5lTqsunQtWuAZTqJs2e/SJopT8zncQ6J/aa10ZtnL/SsM6jhVOC6/tAknV8JIal6hyA6JcV5fpuxfrsbzxI4dOWIfxlATxZw7dSgAuSRZ3qlRJCkUP1XQJgjYj8yxTxEBSN755Jpm4EU4//mbaG/b4KXrfJtB3AyLReQWjzexv+EMKJAXv5RAY5OSmZ4borvrQtEIFJXB92UlIBNdlv4x7kYvw5GHStINvByO+FrilJDzdfv7HuyOj1rLQGuxijCICkvfcajxJLwiGSh+8sHu+Lh7vc0ij04ARSPQDAURAcKAQq+o2L7dE8z9os8UkpYtO7+J0I9x5esbqLVMHD03U9oGt+cnRhkjmCMKhUoZa3ngRUONIg7FDwNmYikKSQ37PN9EgThdH6EfodIwMoincQyy8clPk2tWWV16q6azXPgyjwPN/s3vFXxNPvncPG68ti04BQbOl5/Ri2A1DMilOieCdY/xjHLEXqAOxpzy4pmen8eNV7dhVDTMHWmkCr0MYyhojlHR2Hh1I+iGIt69I8aWBcNSEYWMDK+352HjahvN+Qrbv4IY61fbUHUFx87Niufgf4vWa07GCQxG7yr1YjTYJHI/xnGa1oYHFufIl32T5VEt5xV4ET73f1/E6lu7oASghCIOKNpbDqIwxtlvW8bxZ+ewt24PPDdPxVB0BZUGq1jzMFYCGBUoehiE6/39tofevpfMNWldiSmqzSL06cEgQ+4XWXzoVEuUhCYE8By2jx1UCt2jIPdk2J89exZf+tKX8MM//MOFv/+3//bf8Pzzz99Xw96V+5Rv0LohobgfxoD9YKR34ogtyfwd/D0xKBQMffY8RH0Sp0m1aeD9f+0kLn5pFZe/vgnVUFBtGYzYJIkuHn96BrOH69l7UlpQDmjQ4OR1rzOkeiLyJkPxi6MEom/iQUeADM3lCkelbsBq6JhfaZTWsc/fJFsObfgLzBt5cf55h56dkxxEnqMkeDv4tYsi9sMknxKiKJPVsU+V95JzpAgeQfY9jisXv7zKSpkpStJWgu6uh9CPUZs2YVZ0PP+dxwAgo0AOkE+RAI0ZC50tB91dD43ZCqIwzigBbs5QleVelOwiQ1ukcgADVSx4L8YRxZt/llZvMCoa+m0PdjfA7moPlYYBo6IJw2zrVgd33t7Dzp0+4iieCKYv1wN2ej66Ow4UFQjdiI0nylIh4pCTZjJ+ByeI4PVZ+SHPDuA7IdxDVVx/dZspWklZNxDC6hADOPbUXGEbKg0zMcpCKEpKrx54EayaPtQo4lD87q6H/r4Lq24MROyHjbdKw4BmMAZ23VTFvBnHIAvcCJ4TYPpQbaRhLAdQKS1H7chfUclQLpJqy2DVPmqDJF7yM1caBnOS3MMzDrt//n5UchTSULLsJ1jsGjMWmnMVUAmBJCPSKNIKKnL7zKqO2eU6tu/0EFsqVJXAc0JBUmhVdQR+jNCPQCOK0ItYZF1ToOoKM8r7AbZv9yTlm92nCIYPMChwb88Txx+0kXF/xrH0Ph6QQpQ6tsqv/7BxHY2S85+/ifXL+yCqAsNQWMWZiMKsaahPW0nVicF9rDQVY0yyw2+kCIfMQ2zYcxFpAwoR443GjFOFKOSBIUPuF1m8s9aD0w0QBRFe/eIdXH91C6EX4/orWweSQvcoyD0Z9j/2Yz+GT37yk3jmmWfwt//23wYAxHGMK1eu4Gd/9mfx53/+5/i93/u9A23ouzKZHFQ919E3Sv4mlv1DxzyZi4TG8aRQfPZ3KCs+pSCUlCphY9dfHyJ8Eau1WLmmmcM1rF3eF2zqR56YxtbtHpCJVBe//wH2dcIUEOGckY+RDPVh0XRAek6SKjT5SHEcxTCqGmaX68WbbdmrkY31CYcYz69XVYIomhCxAUmxpTRT7g4kdYBkDHt5TpS1KaYDZZsmguLn309O+h0P3R0HrbkKa+eYZGZcuLJUmzYRBhH6+56oVW53fKgqwfFvXcpA47gMsIcTYGapClCgu+Ogu+Og2syhNTIR+2xbJlGyedR6NalNrmgEhx+fxvPfdQxawoMQBjH6bQ9Ti5JRmAz8fjtVEmlMEWkxK81FCOxOwKDilNW6tzs+vvK7l1l/GArqUxY0Ux07UkQpa8uFL9zCrTd20N/3UWnocPoBDFMTKQEUBFEYM/hxRKHpKlRdwbXzW9hd7yHwYly7sAW746M5V4GiMl4Iq6bB7fmJouNDNysDbai2DGGUKRoBqekI/Ai+E+Hkc8ONoihkpQe3b3fhOxE0Q8Ghky28/6+fTB1OQ8ZbtWlg4VgDty7uIo5imFVtZPWBDCohee6Ryppk2dMEWVa4hkhOz1GpBGUGW97Rxp6xiZuv77C1z1Jhe9HERueoNSvrSEmeAZM7sTWDITXkkoJyxH5g/UgOO3puBo1ZC6uX9tl80BUcOzeDu9c78L0Qlsb4NbwEtq+bKlRdTdZAAt1U4dnhAIlqHoafQq634Dshbr7O6ps/8YFDAA7eyLgX4ziz/j+wiH2xk/1RFbm8r6ozB6NmsDK/UUgFesgqYMPPkx2ycXrvqRgPUmRj+WGX1AmRjreYUlFJ6UEjQ+4VWcz79tbFXeyu9wWhJx5SFMeDkHsy7L/v+74PN2/exM/8zM/gp3/6pwEAH//4xxOyFgU///M/j+/5nu85yHa+Kw+7DImEvJMyAJWnky2qKblZiWGf1LkeI0aLg9iFrbqO+rQJq6Yn8FINnh1m89z5HQvIewghoDkYMuH/S5Re7iyQIeyEkFLlUr63uL2I2PO/CRKAQ3RLcmRTh1TuexAJbjoqYp995/yeqq4giqKJXgORIulxQl6Y1mBOL5Rh6i54F3nJcz3IULe8FEWfy0rjMfj8Ldx+cxduP8CN17bRmq/i1AvzSfvGe3hZWZo+VIWiMEZx5rGPsXiyWao056Gx9WkThBDUpk1YdR3v+fixgUhrZk6WRUmHbPTcoLn4ZYZqCbwQvhMhCiPs3Olj63YPH/neJ3D9whb2NvoInAg3XtsWRiHve7vjiee2Oz50S2Pw7V6AMAwR+hHsjo+9tT5iGiOOAM1SQUDQ2/OgqEyJGBUp4vPh8tc2cOetPegVFZWGzsaoH6PverDqOpxuIOaiWdEQOBHmVuq489Ye1q+2YdV1VBoq4oiiv+dB01VML1dFR+omY5Z2egGac4OGPQEzympTJm69uQu748GqGVg61cKZb1sufhGJXH9lC3fe2mMEilMmfDfE7Tf3UJtaxekkX3oUSdSpFxbgOxGr6NH2YFT0oQaZKH2ojq+syesBq6xR7NyTvxqJcFGyx4nzgIHxe+o9C/CcEDurPdgdD2bVGB/WPcZelSFOlJwT9wKhi4IY3R0HtZZEZjqGv1HVVTz9kSM49tQs7l5rw6hoWDkzg5f/fzex+vYe4ojC6QRwej4CPwIFEHghFNUS6S9yCULe7Pw+Mer9PxTw88S3QkEfGElaGXneoyq8vK+qqQClUA1VECTySgoyukUe8/n9xrgHssNvmHB/zKNg2EtpA2mVIzpQpvVhQ4YQhQhCz0rTYI7uOA0+PGwojgch90wb+dM//dP4/u//fvze7/0erly5gjiOcerUKfzNv/k3cfLkyYNs47vyEEtaI5smMPeHa8EiQDZHOp4MnpguxCU/c0WKDhq+suf+oJweRCGi7BsgQYoLrk2LFFiSQtO5AS/qAgMglJUui33mmRUKrvQ8A8+RidiX5Njz9hZEuDOXKouQKYPR/6EiKdz8PGaQRxNGsdJL9faSKPh8BbWWmc0LlyIo6dfl7aVxdnMvitjL0efAjTIwb7lcoXz85/7vi1i/vCeIY0ApenseCAFWzs6OPfbzypJVN9DbddHv+CAAnv7IkdIIaTE0Nq3+cPjx6cGTMnb9vU0UpxewvvJC2G0WRTeqOgI3wvrlffzvz76B3q6HSlNnEXmk7ORzK42krax6g2unOXq1aUZC5/TDBDYeQzMVWHUT+xs2uCavaAT9to/6jAW35w+NFFFK4dkB7l5vw2owB53dZgZJc7GK7raDastkKQt9xvRbaTKjt9oy8fqf3IGROANCP0a1qWF/00Fv38P0Ug2aoSDmBpOulCu3hBllZz+0jKnFKhSVYPZwHe0tZyhcUSa+MysMXaBqOgiY4rT82BS7/AgFVjNUnHiOjYnZI7WhNd5lyC0rdxaPpazlDfax1mLh0Cz+meSOk88rQpyceHYey49NYXqxisZs5YCVStlBmPK6TLLn8LXm+qtbcHshrr+6jWPnZjG30vj/t/fmUZJc1Z3/98WamZWZtXVVdXd1V6u7pdbSWlsC0WAkDEISljnGMyM4GI7FajDijASGcwwzWAiOLcaGwWjg2HCMBTMww1j8ABuxjCVACwgJqRctpaX3rlb1UnvlHuv7/RFLRuReVZlZmVX3c0535RIZ8SLiRcS77977vRCl4kRl2TOuRHwl3h9BYrBYmWXHniGAOZNA+ZSTPhJNyLBNG4tTeXAbiCRk6HkLWy9OBjQzXM9moNpI8Pw7ZTgrn//VHrD72jorjNKrvY3SF91NsLxvIWOAmTYgeaKhwOgupzxl3q/6EzYsu6USQDd57AXXQE5N84Bh74zpqo3fOgFBKAp6qlHJ1T9yLsZOjOJoBSuqBzE2NoaPfexjzWoL0QraeP0tJUe4bZTsf0Vjt9bP64ideB77uorcTTo03kSCZzB7hnLRa14ail/h9wFhq5Dn190PUWQwEfYKMyFosZYM7gIq8KXhn6Xlr+oZ9jV1CrzBdr1w8pJ12CHDHksaDDHmiJIdfGgCEy/OIjuv4+TzM9h68SC2XTroLxfMu68kRlhKaTSF14+CeN6pSEJ2vLcZA4eeOgcAGHNFpoI/8XIUBUmEJAswNMsxClUB0xMZDJ+XbNhTUGmwZBo2bMPGxh29TtmuGiw1/4414LGvh5YzUMgYTgSL4JrbNocSEZHPWJg6mUJyQxTRhAKjYCEad9SVJw8tIN4fgSgLUKLO5MmRfVPg3KnPbhQsKBEZWy8ZQN9wDL3DMRz4fycRictYOJdzPU3MNzYKGb2up4hzr16zhZ6SY6lGJegxCa/6g/MQ6ZExM5mBljWgxmRceO1GvPj4aZi65YqWiW6esoR4n4rFqRyyCwXE+yMoZJ06xJt29qKnZqSDgxKV0NOrIBqXsTidr3kePOE7L69ejjDY3FEkNzQT+bTRYH648zeWVLBhS6LmsqUpHtwW/ONVa7DmGQtKRHLuR1UnoIvXYD2PfaX7bfF95d+oMRkbxhJV88ZrbafWuQjdR0I339q/C+LXgXfFLpngeMLTcwXsetVGd30VbmihbcNPH/HaIskixi4ZxNmji1BjMpSohFhSRnpWQ2q2gPRsHkpUxKadvdh+Zbkgc/A5ETz/yxEibDeVJkKahe+x71z7akkEy/sCgJ63oOcMcBvYdEEfrrrRjcap4lzolkoA/uXcgar4QQzNwnOPvIJjB6fBUKxcMbwt4fTrDp6YYALzBT31goVYUoTXcToyiqMFNKXQ40svvYT7778fZ86cwUUXXYT3vOc9SCaTzVg1sUzadcMv80p32A2rNCyb24AoL8Wwc/5WC6nz88srKnJ70QyhtyuCeWHyJYayb0+WhuJXuAF7bRVEBphOu7yQSw5P4d0ROuK8WPe9uniet95iLL7/mb9RhNpbLxS/qkAf6nt0S6NHvW16g84lXRuM4ej+czh3PA054nhIIQg4un8aWt7E8DbnPucP1hmqDvqDeHlqHoWMgfRsHtkFDT19qu+dkqMiUtN5aDnDF/564Teni0rcfgh5MUdRkBhsy/ZzFA3NdsSs8uaSumClurYbd/RibPdA3Rn7pebfrfh+xRzDSZAYLNOCIDlCZbbJwQXn/Ji65QgBuW23Le4bBVrOQKxXhW1z7L5uFJbp5q27HqLzrhjEeZdvQGZOQ99wDHJEhGVxRGIycindEXpyKyQYBQvnXbah5v5ym0OJSn5UhFeHF9wRBpMU0U9XsEwb2UXdP0Zqj+znQjPmlHQDgGivAtOwIIgCMvMFSIpjMI3tHqhtGCI4ARf+vBqeKJyWcyYcJFmAblnQCyaiPQrUHgla1qx1xkIEDcKa21xCiSXPC31k3xRMw4IoCZg/m8Xw9ipjEyfwAkD9HPtak3fVIpoYqovBVaNqlFSF9QPhyCbHrq9/YQU94UpERD5tIJZUoEkmpifS2HrxgL++2hMMrKg/Emh/IWvAtrifiiOIDINbZMQHVKRnC7jyhjFwDkiyGPodEH5OlJ5/yT3dnTZY9599LXR0dGId9JUSfN4UsjoEUcDorj5cdeM2P3qo2vigWyoBtE37aoWMPzaJ4wdnAACxPidy7MzRRbzw69PYsDXR0REHguCUFB0cjWP+TA5AZ0dxtIKGDfuvfvWruPfee/H4449jw4aiwu6Pf/xj3HrrrdD1YvjVvffeiyeeeCK0HLE6tPzyCxhwtbwVq0UwlBpwyjtZJkdPX/WQzyBazkR6No98xqgc5hlQC626674a98qPjSC4Bni4zDw8kbKSzVY0kH2PvRh+yHjpFJ5n2/YM9ZJnadm4NWjI+gPi8FLlHvvKA9yqzztW5XU1ghMc7rEq5sY38HsXLWdg6mQaclSEwADLBHp6FQgCw9ljKfQORR2DMphj722jlsfeTYHwjI+T47PILeqYeGEWWy4cwKbz+xzl75yJzHwBgihAjoqwTSeX+tBTZ7Fzz4h/XIM5irZhQ1REJ4TW9QwLguORXUoXLB0seQYm0HgoYaOhsaGJm2VcJowBakzC6K5+zJzKwNJtiFHRr1cfiUngvDihwgRHlMkyLciq5Odlctup3nDp9VvQ06ci3qcis6Bh26WDvnJ/NF4s9SNFRMSYguyCDsswER+I4IJXjdT1FHHuTERs2tnnisdx2JaNXFqHljWxcUcxLFmUwtdKJCZjaMwRnXOMMFeFPGviktdt9s+X2iNjesItPVvHMPSuS69t9X4TSyro3xTHxPgsOHfea1kDetbE+VcNIxKToecbMeydjTRi2C815NbzQoMBsV4Ves7EyfFZ5DM6Bjf3VNqEjzehuVSPfaVr3rvvlxq9DcHKXlRtS+nrRlXxQ+JjEoPaI0EQHfGx7EIBWrZYsaJSBFiwrcG+6k9ExRzvmaFZ6OkrRqdYJkcsqaJvJIb5s6UlzNx+EXhOdE/IdY1Zn2ZtocMcKM1gKcZ5tbFUJ6Ri1KIbVPH9ib6k7IwpZAFqTEIhY+D0kQUkBiMd3X6vbdsuG8TApp6Oj+JoBQ0b9v/2b/+GnTt3hox10zTxgQ98AKIo4r777sM111yDn/zkJ/gv/+W/4K//+q/x5S9/uSWNJhqhPReef4PlqJhfuOq47ltfTXn/FGyL4+Unz9RUU/ZzDp+ZhpYzcerFuYrLF43iOoOeJZYeqr47YY99WTtKPfYVcuz9cbtv2MP3Vjke+6JHMxhOWN2b7m7PBgo5A5Zpl934PePatmww1K4y4Gyi1POzFMMvbFXbtrPN5YTi51M6UjMFANyt8+2EWyeHoihkdOh5E2pMDoRGNrZur2KBZ3z40QBwQmD1gglBZMgsOoJsoiyAu4r+oiJiYcrx4iuq0xeDOYrZBScUXRAlP0dxcDTutHMZF6g3WMqldN+wb/aDPWwgLHPdHLjqxm04c3QRZ48tQs87kyexhAwlKiM5EkNqypmkY3CE8rgF7NwzBCUquca16+20uDPrvyUOQ7cdb3xgMs0R3OM4sm8KSlSCKAkYPi+Bq28+D8nBcpG6sqa6k2sXv24TZFXEqZfmkc8Y6OlVsfXifmy5qFh7vlJ0xI4rh2AULGQWtLJBi6yIiCUVcJtj2juk9drjq8HXN0a8e+Pc6QxMw0JqxoSeMxHrc0T3dl83isxcoaG+5i0iNWDYA42H3Aa90Nx29A8Yk2AZNmZeyaKQMdFbEvnt3DU8lz3qHrRKk3cVvdru+6V66xslnNITaEuDz+My8bGIJz5mQFaKk14VJypLJhUYYxAlBsvk/vtIj3MdnTuWQi6lVzTI58/mKq62tO93Q8i1dw64jZYNw9aaKn6Q2iKp7t8undjohhx7b6Kvp191hAsDlSscUVqzo9vv3TNkuTuiOFpBw4b9Cy+8gA9+8IOhz371q19henoan/70p3HbbbcBAHbv3o1nnnkGP/3pT8mw7wRaff0Fws44Om8m0stJ9wwoDsd7A4aaasre8oLkqrGyyurLjYRIunMeTZn0YIJrcFcQkisbSFdIjQguEhxo+uHrQY+9G4pfT8mVMQbLsPD8o69gYnwW4E64cE+virHdAxBlMeSxrxnGXeWrqnmkVZYNTXB4AoHFaPmGOXt80XmQyQJESQBjDKmZAoyCiZ7+iD/oLZaHKraxXo69XrDKQmC9/NbpiQySQzGcPbYIQXLqyJu6Y1kmBiKwLRt63gTvd9YXzFE0IhYsk/s5ihu2xrHjqiH/2CyXoFe12Q/2cKrFstYAwPG27/3jnXj2l69gYSoHLWciuSGKLRf1Y+eeITz1wAlkFjQUcgYYYzj/6mHsvm4Upw8tACh6rn1dBvcacUTXXOPX5pCjEi57wxZEEwoSAxGk5wrYfEFfQ0a9tz4AUFQJV94whp17hv06u07+fdFLWim6RZQEbL9yCL0bouCcVxy0hHULant8g+Uti4KZlX/j3xtlhoFNPbBtJypkaCyBLRcOQJKFivoelTfu7k+Dhn2jXr2gF9oybVf/gEOOSChk8r44YllbAjn2jTzLSidSgfL7k2+kSku3RqpVCam0jPfab1ODOd61POEbdyaLhn2F2Y5K83GiJMAyi9VHOAe2XbYBSlTC/JlcmUHuP8sCK8u7qUnx/rD+RLeEXAPlOirNhDHmBul11nir5XSc52iJ1BlLdQLeRJ9ecCJsvChPLWcWIxM7eGKl1MnS6VEcraBhw352dhZbt24NffaLX/wCjDH88R//cejz173udfjBD37QnBYSy6KQ0ZGezSOXiiM5WF3duGm0LupsZbCiWnYkIcO2OETZycEBKqspl6rvOqrTldWXwwOnGjfrJh0f5yZrl5U7873uoTr2HKxsMBkYBIZugMwf1Auio4Y6dyYDWZXqG9WCUzN05pUMmMjQ06fAMjnOHF0EAGy/cqioil9HUbWqWFSDh9mnJBQ/mFvd6EM1l9IxfzaHSNwpKcgFAZIqwi5YyC7q2HbZBr8fCcHoB7+N1U96PmNg4VwWhayJ3qFoaBDs5X1vv2IzXnlpFvm06YeUJwZUxHoV6HnTrale3EbRizwNbtuQIxJGd/Vh9MJ+6HnLbd/yBxRiIJSYNVkVd6XieeHoGODS60ahRCS88vIczrt8A5KDURia5RjDQ1FkFzTMn81i085eGAWrLFXETxnx9jlg8HpYhu0Iom1NwNCsKjoblSkNd4/1KkgMRt0Sd3poh7zjXunaiCZlROM1tAvQgPOZoeJEYaUfBe+NoixAz5lIbFBRyBiYO53F0NaEH1G0lMFrML+6EeoN1irl47OcCb1gQpQFRCvUww4aSY1MTARLYeZSOnIpDVqlCQMXcRmh+EuZHCl9XVfQNUA1T/imC5yUIKCBCICAYQ9YgYY4gqyXvHYzlKhUZpAbmntvQnlq0onnZjB2yWBZpFwnD9aDCuKt9KyEBW3XB/7jtUsN/KIY8yo3pAalE32yImD6VBqZOQ1yVML4Y5PILmq45g+216ycslr4TocOPsatpmHDfmRkBGfPng199thjjyEWi+GKK64Ifa4oChSlM2+6ax1Ds/Dib14p5uyOz2LLRQNVQ85Xind/9QzNTrvhMjBoWcMPLcpnDH/AWU1Nt1R92QsTrbh8I04xz2XfjP1x652XGRHuDH7Yg1TbYx/0MnuRDaZu4cXHT2PihTkwOOWo+kZi2HR+n9N/WPl+FtJOzVC1RwITGERJgBoTUMjomD2dweZdfb7npZ7HvppYVNU80oorKRfPY0Lght9gF/WUvxMDUYiSBkOzYGqOAJvcI2HrJf0w9WK/d+ZHmL+JSoZeMCXE0C3kFnXoOQMbxhxBL8459LyT9z20NYkLrhnB4aem0NOvOBMUkgAta2J4WwJqTA6db1kRcfkbtyKaUBDvUzGwOY5YUsG5EynfsF/JQFCUBP/nrQjFK420WCreb03dhhJ1wtETg1Hf8PWMMFkVce5ECsefmcaRp89B7XGM422XDcK2nJPmpW8Ivse+uH5vPZbpevUl5tdcbrit3v2yxLvghfwHj24lj73/+7rx4qhr2TMWSDMI7kKF35TeGxGVHLGiqOSnpviimw08C7Ss6ZeQBGpXWlgKFb3QORNGwcLwtkRdoTUnx752+xkDTLdixuSheafKgWFjcTqPPTdtK3veVtMVqb2Rkr8V21H80rsufb2TBi/Tap7wuTPZolZCxVD88nYYuoX0bB59IzH/XuyV96xokAf2sSw1qUqkXDfQSo894Ihs6nkDiYFIx05yNJ0GrodOphtC8YHwRN+5Eynk07pTD96ykZ4r4PlHJjF3Jocb37+744x7PzKzw2yRdtLwk+aaa67Bt7/9baTTjhjP+Pg4fve73+Gmm26CJIXnB1566SVs2bKluS0lGuKFX592BYNY6ME4/uhkazboJ1iH33YMzBGpcmpTmwAv3lSrqekGvT2iJEByb1yVlm/oBs0d70kzbjReWFRZjr33XwM59h6Cb1R4yzue95PPzzmDsF4VnAGnjyz6/YexkpUAyGd0x5iKSCGdBVkVYRpOyHhRFd+uPcCtcogaDYxwvg5biF6UgG9ENTgq8JS/TcNCYkMUm3f1YePOXgxs7sHApjgS/cWwa8acgWs9j4KfEsKAxIDjoU3PaZg+ueiIp6V0FNIGhsbiyKd1jF7Yj9EL+6BEZJi6BaNgYePOJDZd0OussGSwbXu54aPxQFRJ4NisoAsyxmDoFjLzBeRSev0fLGP9wb9LxjfsLUiyGMh15aHvX37iDE48OwMwhkhCAQdw5ugiTr0w509Q+ukb/rXBi8fa/etFUYiiEPLeNtTUkvtlaDsIRzBUmgjzt1TvWmjgmDKwonhecD8rUHpv9NT8vXujp1VQz+PtlZB88sdHMf7Yafzm/zuMgw9NwNCt6j9aIruvG8XOPUMABzLzBQDAlov6MLZ7oHLbSieW6oyOGBgOPX3Of97GByIAgJPPzYaet96xX57Hfmn3LBZ4Hi8n/SuWVMrvHUGh1hrrM3XnnD790+MYf+w0fv0vL+PQk2dhGlZNI9f7uJAtRtZFEzIEUUBPr4JIQsbkoYWW3HNaQfB52gq8a+eZX5zCgQcn8KvvvNj0a6dT6RZV+WoUsk6KSWEJFUNWA2+i7zV/tAPxvohfkpUxBkmVIEgCzhxewIF/n1jllpZTOq5djzTssb/rrrvwqle9ChdccAF2796Nffv2gTGGT33qU2XL/vCHP8Qb3/jGpjaUqI+WMzB5uCRnN6mACaxiyHkz8K4du0KeXCfAWFEt+/BT5wAGRHok34CqpKa7JPXdGgZnWU3hZuyPwGDzCjn2FY57RVV8VDIYGMCc/jN7OgM1LjnGisgQ7ZFhGbbff4J12j1iSRWSIkDLGRBcIwdwBiCSLECJSsVQ50ZD8cu/CSxT9eeliwLwjDSheMNvcDozqPwNxhBLKDAsx+s3tmcAsV4F8+dy7jqZU4IocEhLDb1gGLNt2RBlhpHtSQApFLImOJxIkEhCxrkTKZw+tAAOjv6RHrzmj3fgmQcnMH0qg6kTKZw9toj+kR5sv2KDv+58Wvf1EYLHeEnRDlUIRRpoFk6Oz9YUn1wO4TSGpf7Y+ZOZ17AwlUM0qSDGwp56DqePnzm6gGhS8Se+YkkZ+ZSO2dNZbDq/D4AbWSIwP5eVc140+j3D3rAhuhNGTGBLDMUv99h72yntN0XRx+Kfho2GRo4lK96/eWDdlX5a69543uWDUGNyQ6H4wTz9YN10oHme2VIvdGq2gFhCQS6tV74OGODdqD1xy1poeRPnjqegxh0VeUF0Urw4Kqd4Lctj3wCh+1lgnt15RqzsgRwqF1shiiF4jF74zWkcOzADURF8p8KpF+dhGjbGdg9W7w/ux3rOKKrziwxyxClZ2al16qsSnKRrwXjIr/YgALG42tVRDUumZCK0W/CenxPjs8jWSDHpRGzLhqHZECTBvYdxiBERWs7E5KF55FKjHXVdLlXIeC3SsGF/2WWX4Ze//CX++q//GseOHcNrXvMafOITn8DVV18dWu7hhx9GLBbDrbfe2vTGErXR8ibMgoX4gALmPRhZ9ZDzZlJNOGi18QYmu68bhZYzMPHCHLKLGpSIXFNNt1H13YYElrxsxyYcGkFggO0MvgWx6GlzDIOw17CWx54heAN0fq/nTZi6jcSABNP1RnIAiquGmk/rYEL5bsSSCjaMxnHuRNrVL5BQyJnQ8xY27ewNhYzbFi8r39UIwcHrkuvYeyXOlpAXXqr8vTidg5Yx0DsSLfaDgAHEGAOEQP+vsKlgGHMurTuTAaKA4W1JLE7nsOXCfmg5C9MTacdrNaAgPVfAmSOLyKZ05BYchfyePhWpuQLOHF0E5xyL03lMHpqHUbAgSAzxvog7YVDp4DR8CEJ4g0kvnLYVg0nn2PFlNdHUbRzedw7p2QIy8xpOPDeD0V396B2KFg1uzqHnTRgFG8khFXrB9A1aWRWh501oOQPcdox4FhREDKTTFEPx7VAJxSV57O3gPnsHIBCKHwyvruDpLd5va2+nwjxchYXKoxpqrbzavfHCvZtw9uhiWTWNUkJ5+pIAQzPR0+uINLViAtoL/zZ0q+YEdPCjRsKo9bwJU7PQ06ugkDX9vqBGRBSyRvF5665nRTn2NX4avB8WPfaN9Y+62xeKYnwVn2Huey1X9LbLqoiCWx7W1G1Mn0pjZHuyan/w2q/2hHURIj2ODoKWNzqqTn09KlWoaRahag+uHo6XatQq500nwVwHxMK5HCS3+kc34KeYRLsrxSSaUCBIzCkLG5Wc5xYHbMvRRbEt3nETbl5aZIeZIm2lYcMeAF772tfiJz/5Sc1l3vCGN+C5555bUaOI5aFGJUjtfjB64wh/oNr8TawI170lKyJ2vXojBjbHMbCpp66abqPqu+Ew5/oG54ph8D32YsCwd6zLkmUrhMMGB4qlRqgSdeoN6wXLKa/mhtUbuo1Ij4xoQkE2pVUcZG67bAMkRcTZ44vILmqQVQmbdvZibPdAKP+4bo59I7OtjcwLBAZV+bQOQ7MQ71eh5QxYuoV4f+28xFLlbwAoZE2MnJf0H8SmHs5bD0YzVPKqemHMhZyBoGK1ljcR6XHywU8fOeNE3EQlv36sqVs4dyyFwa09ziCYMURiMrgNvPLSPOZOZxHrUxEfiCCb0nHm6CJe+u0Z7LlxW7h9qN9HK1EqJmlbvKqY5ErwJ2+WcZ0c3T+F04cXEe9XHQ+wKOD4wRkMbO7B6K5+AM75UKKSbzz4h4K70SVuaS/bdq4vIdAXQ570QCi+p+bOBFYmaFmLSoa50/d5WdpOxXQfX3yvzj0HDGC128UQ8Njz4gxGtTVXuzfaNneifiYzsEy7ap8ITnAxt5Qj0PoJaEf9v4aIJAsYsfWE4gCoPRIkVYDm5qB751QrWKHnrRd+m9wQQbx/6W12m1ZjocBLL/3E+2+lhn1wwqrCMfHeOpMcNuIDiv8sYoxBiYhIzxnQ82b1SCl3JdG43CV16hun2ar1wWtHd/VegPY4b1YbQ7Pw3MOv4OiBKTA31bTZUWOtIPj8VKIS8innHGmS2fGTMV6E1uwrWZiaDSUiwjKdaLVoXPLHhZ2GUbCg5Qz0Dsc69ti2kiUZ9kRno8ZkjF7Qj2MHZpz3bXww+g//DjPsnYGJ89rUbcT7VAyOxhv+fT313Voe+6Dh0CyXvWckO7P1Ahiz4Uf8sbAxWcljX1RlDZZ/Y27KgozBzXHMTmYgygKUiARDt6DnTOy8yuk/7HTldsmKiB1XDWFoWwIDm3sQ6VEwO5nx2+y3yeI16zlXO0JLLofGA+HjB6Zg6jae+slxGAUL0YSMl393tuqgIPgglmQBesFET58KOWJgeiKDnPtgDh5LwBnc6gUTfcMx10gIG1TeQ/Lw01MAONRYOCVEEBmMgoVYUvUf/py75aMsG5Ik+KUOOecQBeY+vKJOiTHOEe2RoOdEnD68gItes8lt51IOXDnBwWTQe9zsweRS84k9cikd504sQomKUHsckbSeXgUMwOzpDLIpx/gEd/r45gv6cOLZWTCJQZIF5FI69LyF7Zf3AQBmTqWh5S0oEdFtl+dJDxq/jnieJ6y5HPE8L1KmuP/wPSKhCBXmhHmHPMred/U2VCJQXhEWbnujnsbgvdG71g4/fc7Xmxg5L4n+TT1l11epYn09zZNmwRhg10uXCEZl1LHsIz0yhrclcfrwIgDupyNxDmx71QhkVcTBhyZw4rkZ5NMGTjw/g7GLlxh+28ClUHFy2c+xX9kzx/PYhzQmKrTP07Hxzmm834nA0DULoixCiUrV2xL4uBvq1NcjtJtNHg9VqvYAtP7a6QTGH5vEsYPOpE9Pnwrb5l3h9Q5NZLppW0IXpZhcdeM2TJ/K4MzhBRSyNiRZRDQu+VV3Oqnt3nPoyL4p2KaNI/umumLyp9mQYb/GuOT1m/2QxnY8GItqzp0biu+NSEzd8oXwmrt+73XlZZy81ebE5fkDLVdlWBAYLMux7Jm3MW+7vPrEQ8ioYP5/GNs9gMRgBKdenEMupUFSJYxe2Of3n6pGl1As/zW0NQHb5Jh19aOYWDQcLMuunb5Qbey3pMgIBg4eEqqzDEeYzrZsyKpYMxSu1JCVFKd+fdmD2DW+bNPGwYcm/AmEo/unEO9TcdFrNwMo5r9HEwp2XzcKQ7Nw4rkZZBc1qNFiSsjpwwuQFAGFnOl7Ub3cblEUYLl537btDLK1guMpjMQVGJoFURKc3FTV8fIXBwwNREHUoF2DyeV67J3qBbaj5WAX+7Yak5CeK6CQdkS3vPJfl/zeZoiSgOPPzDgTKL0qRs5LwAbw3MOvOBNPjGNoLInBLfHiPc7dnp9jbzrq+4Db5yoYjcFzHzx2lULVi5EB5d+Fo3O8GYD6x6qRKI2wx77kiwbx834ZQ6xXQT5t4JWXFhDvnyy7vpakYdJEGGPgXupShbnF0O7WSCUIrm/nnmGoUQnHn51BdkEDAGy/fAN2XzeK8UedY+LlnDNBaIkhUklDo2nPm+DkNKofE0/HJnxODehZE0NuBY9qHnsWeNFNdeqr0sCYYLms1rWz2oT0aUwOURYQUZ17b6d7vUufn16FIC3THSkmsiLixvfvxoF/d6p/2BZHpEfG6K6+jptwC+pPRHvXmf5EADLs1xhtfzAyJ+dp/my2Zg3f1cQbA5u6jUiF+sUrodEQybrLNrw9ZyWOgewYzbBcz3zJBirmibLieoRQjr3zuSiLuOwNW7BxRy9yixpivSokWSjOdgqV94MxBtNyxcRYOPxXcCcjsgsaUjN5xHqrl7WqPhERtOyr/txHy5r+QMDQTKTzBuSICNNgKORMDEWcW1+lQUHpg9jLtS41ZAW3TSefn8XsZBYI5J+fPrwIQRRw5siCn/8uR0SM7urH+deMIDEYweBoHD29qr/tnl4Fg6MJnD2WgiDCMfIzBizdxsiOJAppAxAAFY6GgWXYUGIyLNOJ2rBtp6yfaViIxhW/nSv12LdtMFlDn6AW0YQCSRFhaBbUWNEzqOVNSLIANeZe826X9O6RQ2MJLE7nseXCfjz90xM4/dICmAjE+lRkFzVMvryA8UcnMbgl7hjcAY99LqVj4WwWkpxwmizAN7xzKR3p2TxOjs9heiIVOvee58Dz2JfuPrcri24ZmoXsou4rgzcunhe+FisvExA/Day40YmgsCgkd0XkHEG5aoPu1fDMBtMlKk5QBj5qqFQZc6JpLr1uC+IDEciq0we3XToIo2AVo34Up0RlT68TnbAUQ6Sh1KTgrdGvBIH6v2sA7/c295ViSjZdjFqqdE63XjKA4W2J2m2pkG7QyXXq69Fq18ZaiGpYKsHJdkO3inoWXeD1XguTMbIi4tV/uB251GjHTrgFn0NwxVu9MVCnT/40GzLs1yjteDAamoVnHz6FYwemfX2pzHwBV7xprHPCXpjTruyChvlzWahNN+yZv++lj3R/8BgQ3lrx9jwvsStCF6zN7rQjHFJbaiiHcjYDRn5ocMgcY0mUBMiq6Jf1Kv6+fOjiDcqEEgVvAG7I3BTSs3mk5zQcf3YG23ZXDkllZS/K3zdSx14LKCwXMoYj9qIKkDhgmjYsw6o6KGj4QexuZ2Yyg2hC8dM+YkkFhYyB48/NINoj+/nvWt7E0f3TyGd0bL6gH0NbE6FmC6KAbZcNQlZFTB6aR3ZBA2MMY7sHcOWbx/DyE2dx7OA0cosamMCw9eIBGJqJhXN5x9ulitDzHEbewvl7+kLtDJ6j5dCOwWQxFH9pxJIKRrYnceKZWeRlA6LAkEvp0DImBjfHofY4jznfZnU3EI0rTloDnJB9NSGDwRE5U9367JOHFhAfiKAnqYJzwDIsvPDr05h5JY30rIZYUsa2SzdgZEdvqKb53JkstKyBnl4Vg1sTMDQr5DmopBrvRZoEvcVeaOGxg1PQ8xZOPj+DxEAEWy8ZAMAa0vWoa5+y4rHxoouWcg6Cg+5CzvCNSiVSFN0sfRathmfWmTipkTLGAhUUGvTYww1TV2My4v0qMvMaGBhyac0/JjZ3JtwqRv3Ua3ND+1XZY++IjGUhiGz5x9ZbtZsiUu17VsXbruUMLEzlnWWqTdpWeNXVLOVZtQzWRFTDEun2FIS1MhnTyRNupZM/3rXXDZM/zYYMe2LZjD82ieNuPn+s1/FyHX9mFpIsdkzYi2XYOFKilt30MiOuZV/rGd6kFPuiB8W0ISuiW37EKkbTewN0PzWi9PfF9VQU5XK/YwL8XO4gWs5ELqUhl9IR74uUtUusIIx3/JlpTB5aQGIwUre0VTWxKMZQ8fPK7QeUQM6nIDk5yrbpxGlLsghRFmsOChp5EDPm5MRbug01KnmFsgA4FQu0jIHkYATRuKNg7D1Uzh5LYXhbuWq94EY7XHDNCAY290AQGbgFbLqgF9G4gitvGMOGrQmkZvIQRIa+4Rgy8wWkRwvOhEFKhxKVQ6kTQMCrtoJBZjsGk8XIgkBHbpALXjUCPWdi/mwO+ZyBeL+InXuGkBiMlKnZF7URHAMun3JC+ZMbnPx8z6urRCUYBRNGwfTF8ybG5zB9KoNYnxIKr84uaDANGzOnMpAjIiyDQ5BE5NIGpKkcNriTOJ7noFKdd+eaC3uL/WoEooBowkkhmTy0AMvkOO/yDXXvKVXm4Sos5LKMScjgoNuJznHSCQzdglJn0N3OgaIzceK9rr1sxYoiZeuDv69AeNKg1BDxtBiWbIg0Em1T4rG3DAvP/uoUjj8zA0FgiMSXLzLmPSM4r1LZxZ9XLn4RPKfBKL6qh7MJE4+dRLvSETvZyGo23e71Xo+TMe2m2yd/mgkZ9sSyqBx+6RhtnRT2cmTfFE4fWkR8oKiW3fQyXYKbu1ll0NPMUoDeQMu2HC9Q0WMfXnfdbbKAB4WVLMec9dqBfF9fiO7gFEyWx9RhDVt2DfiDxVKPvbc2LWdg+lQailvmJbfIayvCVsvDXNKxczxj3kDAth1Vfy8HNrkhCr1Qe1DQ6INYjRWVsUsfJoCT/64XLF+VX41KyC4Uior6AURXHM/ULUeMyg3tFYTiQenpVWAZtht2zyDKIq540xh6elUUsgbi/RFH6C84gG/EOGiQVg4mgx77pQa4yLIj3sgEhuy8hrHdg4glFZwcny1Xqw9MbnHu5As61SBMtx69Y8Sbmg1ZlfxyjYWM4Xj2eyRE425f7lWgySbOHluEZXLE+hQYBQu2bUNSRRh5C5kFHX0jdshzENzfwAEoipSx8moEpm450SBZJ0pk0/m99U8pY3XFCEPfNqzKVyQ46BYkBlFyjqWl29h+2YaOeA4AQKkgYdn3KKrilwoYVl4hisJyKKZiANUMEWPJhkgj971gBgsDw8T4nJMaxByRMctavshYqHRbDVX8RiqVVC13t1Yseg9W5TWxItaC13s9Tca0m26f/GkmZNgTy8ILe+npV5FPG/6ASI2KvmDUal9IuZSOqZMpKDFXLXuZeY71EBiDXcsUaVIYPgB/oGC7efVa3imllE/p4ZDaagN0bxAoOEr4Ws7A4lQO8YGw990RA+O+58oXJXHzZ4Gw192bJPBL2bmDNT3vDPCVqBQq8VUtPIqhWKdWVqXycPJawnsBOOfYfd0oOOc4sm8Kkiog1uusS1ZFgKOhQUG9B3GkxxELnJ5wKgB4DxNLt6HGnfx3QSweSy1vQpRExJLlOgPesdMLjtFvas7fYP1rURJ8Q9Wf1OHcLeMmgTGUlRMMRml0MnUNqQaIxGRIcrG+seCGSwMoCoAFtsc5EE241SBOZyFIDIxJKGRN2CbHeZcOurocTmizqdvo6RVDYqFqVEJqOgfb4lDUKIyC5eRzu+fetpzUD8vivucgl9Irp8lwLxSehUILbZv7hqOiisguaNDzZn2PfXCHqy5UXKBSHnUjeNfRiWdnkEtpEGURY5cOdNSgu65ORzBwweZgUu0O6Z8vN/XALomSaooh0oA325+4YUA+ozuTT3EZ4HBKZvasQGQsMDnt3L/rhdOXfB5ME6hxOBvqp11CyK5fI/vUCZDXm6jHWpj8aQZk2BPLwgt70QsWGCsOakpr+K4m+bQOU7MgRyQ337w4EG9qzk0dg6TR8M+GNuUaA6Zh4eUnz+Lc8UUUsiYmXphFYiCKC1+z0dlmFY+9L75n2Hj24VdwdP+UE7oelRDvi2Bs94CTlyswv/SWli8K0YEBJjMQiytgKE6QeKMZr5Sdt1UlKvme56CyciFfrghraBaef/QVHNk3BQYg6s7A7r5udEn5194uy4qIy39/K6IJR4nzIdcOAABUtklEQVR2YJNT5rCZgwLGGHZcNYTkhmjoYTJ2yQBszjEzkXGNRSC7oEPPmRgc7UFPX7lh7wkC2TaHoorQXcM+aKiLAWPD+9zxGsJ/XWrYF9u64t1tKaEqDcuxLz2jOLifQjhv2t2Qvz1nwsWpBtE7HMXJ5+eQXdAgiAznXeYYpjOnMuA2oEQk37Mvu6XwwJzrQ4nKMHULhbwJURIQSyjIzBdgW8450zULRt7yPQeOfkLp/hdDnpkARGLh0ELZVYEOlRCr540XWGPh+qFjuPRJIG/QvfmCPpw9tgg1JmPTzt7O0VpBIx57FNM2SpavuD5WrFwBIFy1AM0xRKpOdAbxZE0YQyHjTD4lBkXo+WJU0HKfeUwo3mMCuxZYoHgt1V1X7dmJtQOr+oZoAuT1JqpBkz8OZNgTyyIY9sIZh6yI0PMmGGM4/+rhjriYogkFkmsgOQJazkO26WW6qgxuvLfFGtErf8h7A62J8TlMT6Sh9Eh+ru/pwwsQZQEbt/cWB2Ilg1OvTSeencG5EykAQE+vCsOwceboIgBg++VDgRz7sBAdZxyC6AzWg4NFb9/9OufuHzUmY2RHL44fnEYupYPbHLm0I2xWGh7lRwXAUSbnHP57v9xeowZHIK9ajckY2BT3t9XMvqnlTdiWjV2v3hh6mKRm87Atjt4NUaesWtZAT6/g532LFbyBQYNc7ZEChn1x2eDvqpW2EsXwuqvpFnQaLGCgLLlcl+uY98pA+h8zFijlViJxGQilFmVnEmjTzj7Mnc5AUkVsvXjATzPhblTE4OY4pifSTglHiyPv9uXRXX3IpXXMvpIBGJAYiMA0LGTmNCgREaIoYGxP0YNdVTzPhiNUhuqhhXrOxMj2pKP238A5XcppD+pELIeePhWJwejSN9wGGqmswYs3jsbE81A07P1SeiXLLdcQCU10Mud5VilXPtifIwnFUeHPm2ABccXlPvPKn2El33t/q02CBA953eiSDuswy2St7AdBdCvrffKHDHti2XiD1KMHHKNNkgXsuKpzwl5iSQUbt/fi2MFp5NMCRElALqU3PeemnQYTExxD2wu3jMRl6K5Hr5A1MHUyjVxKh6FZSM/m0TccRTQe3E/m5r2nijVhFRFSRIKWddabz+iOCBacAV2kpyhEF03K4CIDrPBgMTNfAIAyg5UxYNe1I8indaRmCyhkDCQqhEd5+cTRpJNDLsoClEBJuh1XDXvNb+AgBaKvXSOpmlDgcvE0B47sn4Jt2jj89LnQoDs9W4AoMVx5wxgGNsexcC6LjTt6EUsqOHZwGr0bomXrDBrkakxGes7RBAga/EIgLN/32JfUT6/mse90y96rMLG83zp/Oeehcy0IKLdTS1ITiqXBgHi/6usjFMtBMj8qYmz3ACI9EqZPZZDPGEgojkjf2KWDmDudRU+fionxWeTSOpIbYhjamsD2K4cwekF//Tr2bsk8jqJRWSm0cMuF/dh0fm9oX6ofF9aIRVXEi/5Y5onwROL8bXcQ4QmfSgsgID6Kho4Bt7n/G7uW4v4yCE109oYnOoO58sFoplhSweDmOGZeyYAJjgbISvJMQ5OHlfoFK3tR8vvA6xr3YD1vYmEqh0hc7v4BeSgyZPWaQRDE+oQMe2LZeGEvg1vimD+ThRKVsOtVIyEP42pzwbUjyKV1LEzlkc84Su5NL9MVqAcf/iLsUW3GQ54xBj1vOrm+fSJEsahur6iOvsGBB09i7nQGmXkdJ56fwdjFgyGRO+/3yQ0yOJwcbtvkkFUR+YyBfMbwB1e2ZSOakIvRGeCQkrZTTixthkKLgaJRGYxikBUR268YQjQuY+ZUGjuuKo/oCJUqEcvr1BYynuBYY8fIw8+FbnKX9NXKGUOsVwVYidJ/wEiI9DghtEf2T2H2lUzV6gyC5Ey66HkTAxtj/utCxvBD90Meey9M1kuDcZeP95eE+YeDKDqWQtZAeq6AXEpHJL7URxNz851LcqMD3n+vjFtphE1QzVyUy48vWHEZURZx4Ws24fxrbJw9tojzrx5BLOlMbImSgIv3bkLvUBSxpIK+kRhmJ7Po3RAt6+/c5hW0EIqK8t7JqhRamJrJI58xvKbVpJAzkF3QkNvUU9VgCl0vrgG33L4SPH7NnkxbKWGHfYVQfFYUz/N0DmquTyiWBwRQLtK4AupNdIZy5QMTVQzO5FOsV8GpF+eQXdSgRuVlP/OKHnvXrq+S2lX9vlycdKg00eNNkB7edw7gxSiVplataTOd1esJglhvkGFPrJh4nwpTD7i9OghZEbHjiiEwkUHLGthy0UALynRV8VZ4L5oXiQ8mMChRJ9fX0Cwn3UAp5t5qeROnDy1ATchOiH4Fg9P5fWlZEA5DsyDJTn6wX1bPdqwMb1D4yqF5FDIGJK6GBoue4RwyPN3PvXUpUQm9I7GKx79eqZJYUkF2UV9S/+KcFwWtmmhkBNXKOecQRcEVWCsOuoO6E9x2UiemTqbLyqQBznkJDnCNgoXnHnkFpuaIDp56cc4f7Eqy4M8ZeIahljdx/OA0Zs9kYGp22aRBsbxbZ12bHt6+H392GlrG0YvYfEEfhi6Sl7QezygOTuIInlYEUOZx9JazA0J4UsCYKE5SAVbAaOPcEU1MBgx2X7vCtKHGZPQNx9xImWzFtIJ8xoCpW4j3R0IGmm9Yl/TzYGhhaiYf2InK59Q7pscOTsMoWDj+zHRjBtMK71WhNJAO626hY1pPF6URVXw3l6M0YqYZkQr1JjqDufJ+pAuDOzkl4qLXbELfSAz9IzEkBssnlhol6LHXcgbmz2YdDYmS9VWtUe/H6ldevz9BCoZYrwKOylEJXUUDKR8EQRCtggx7YsWE835XsSEV8GoXqxEJsRYJadQbvCw1XbjettSY7Idb5hQ9VNYDcPLT1aiEXMoZ/AmiGTA4nbKEw9uSOHfcybFXoxJyGR163sKmnb3o6VNRcD2Cjvp+0XN4/jXDOD15BptHN4Xq2Gs5E+nZPAY29SDSI/vHw1PYd9ZlV/XiNVqqpDGPvfsiUIqqmUZtcNAdrHcdHHQXsibyaQ3JDVFfqVqOioj0yK4HXoEgFsUHD/3urB8BYFschYwB23I8daXRAILIYFnFkPOXfnsGZ44uIhKX/VrnoYoFdfrnauMN7kWZIZJQAMZw7MA08paKzaMbG1pHMBS/NJe6TDzP/43XL4sRNZJU7nFmjPn50+5Wyrbj9S/LtP1tBSMFPPyykQemYJsch353NiwQyb1119rZii9D+AaTyBBNKuURJaHjENwzb73L6yxMYBDd/tlpofiNHLdQubu6Ofbh81x35UtgyTWZWXi7nrbI4JY4JHkFnm8BsAwLzz86iYnxWTDG/Aguf+KwkdVUuP+GS+baEGQBarRKVEIXEdzTjrsGCIJY85BhT6wYsZPzKt3m2JYNprYmtK+Y41iy7wFjI7jcSrfFmBNu2dOvYuZUxs+9HdoWx/yZHNRAaTkgXAXAGxCef80w4v2qn7srSgI27ezFtssGnV8JXtsRGqnEkgqShaIHKOhtLWRMTIzPYstFAwGxu+K6LJPXDM+tVapkaQJwrpcJgRz7JvbLWoNuURZx9MA0XnlpDoZm4ci+KciqCFOzEYtKsE27rDrD/JmsP8A1dQup6TzkiAjLEKDnrbIQXFESYFlOSTUtZ+D0kQUoURHRpAxTs9HTq6AgFSdzikels65NIDy4F2UBhntMOThmT2eRS+mhCaR6lPbXoHgeEBas8/u4H4rPIMpOqouWM1DIxhFXRCf3Peixtz2RPpStyzQC4QHBfG0XP2+aMcR65ZDBvfXiAb8SRcOnqsJywWPKBKfcntdPKxlMpfelJQsXliDKTv/stFB8oURUsQwG37LnvIF8BN+wL1/NSllqTWZvArVssmqF50BgDBPjc37Ofk+fCtvmZVFgVZ9tgTSBUoITpADAxPIJ0m407DvwNksQxDqCDHtixXjhqx1m07u4A506RuWKtuAN8Ku6gZq9PQZRFnHZ9VsAFMu3TU+kse/nJxyvjiL4bStki14e7xyV5u6KsoD5szn/+1Jl8Wp4hoogO54cCEVDpW8kBiYEBpum7Q/eKlGrVIlvbCylk3FeNNqamGNfa9AdScg49cIcmFT0lE6fTMMwbAhZBstwwuuBovcNDMWwW81yBOAkAYANU7dgGVZosGvoRWFEPW/CLFiQVdEx+HU7NGmQT+t+abZm6ww0g+Dg3pnwcI6NGpWQ1SwUMksw7Hkl8TwGyyx67Ct50zyj3dQtvPDr0ziyfwpGwcLEC7PYcuEANp3fW5Y/Xeax90LxXcOe2+Ue+1AKh80hSgLUnmIKx/C2ZLHcXYP9vJ7BZBoWwJdmMK1EPA/wIrisjjNw6qniBz9qpORfMMKi6opWwJJqMjMUw/ERTi9ZCfmMI6iqxCQIAoMoC4i4E+ShicNqdr2fBlT+3ZKjErqE8H1hFRtCEMS6hAx7YsWIUuc+vbwHq2XZ1dXCV7yN2utdjk1ae3vuXwGIxovGbyQuY2gsgakTaRiKk4udTxshL0/eFaHzBmJe7q5eMB3D3gs/rqcgjQre1oKJnl4VjDkh5rGkAiUiBc4BhyLXty4rlSrx8kgbOYR+WDaKA9xmeuyByoPurZf049wJp9qAEPCU5lI6cmez0LIGwByRw/SMDDki4fyrh9G/sccf4Pb0KlicEmGbjiy3pEgQZbEsGkDLmTj5/AzUmAxBZjA0C3FJ8L1fWsbwB8deeHinRdMA5YN7xc3R1vImRFVEJN7g4N7bNbvcgPMnd8py7N3IDvf7F3592glfF1hIByG3qGHzrn7nN25oP7fD14U3meAb9p4IHooe+/mzbgTCQMSZ6ImEDW4tZ/jRT7VOlRd5UW2RZYVx+/vWoLe6Bt7EU/9IrJiW0wmURHKUf8/8cnd10yFQPF6lE7fNioxZSk1m5t4cvS17fXqlk9n5tA5LtxFLCrBM7hvopaVO6x+r8gWWGpXQTfh9o9NmtwiCWPOQYU+sGFESXKG0DnyI+eHwNcqArXQTVWzV4mCmuS575zhXzmHdceUQEgMRHH9mBlrBRNwtx1VaB76q4J/7sRDyOlReNuRtFVmZwJOeN8EGwx57QVzBLYehtsUTXM7FV0Jvct+sNOjOp3WcPrSA6IACQ7d8w07LGrBMx1NvW84kU3ZRx6bhmJ+nGhzgRuOKL5CW3BCFXghHAwiSGx3BGKYnMujpV6HnDacdcaVscJyeKzR135tJtcG9ljawaXt1JfdSPC0Nu8Qo9ZTmgXKl82KaDoeeN0Ph65Zh+ds+dzKNgdG4M4kiMt8bXzHHPpiL7740NBMHH5rAxPgsUtN5pGbziMRkROJJAEWDOxJXoOUMb40N7HTlj5cexu38FUQ3umGZdn0xLWcGhYyBk8/PYuvFAx2jcF61ekmQYhn7ugehWMWgNR57j0ZqMjs164vbtu36ExONEE0oEBUBWt6EJIv+REGo1OmCVj+6ocozcklRCV1IB86lEgSxxiHDnlgxjDEYugUtZ/iCbZ1CpcF3q7ZR6SGu5QzMnck6A/Ymbd4zukv3hzFnkuXKG8bQv6kHhYyBrRdXrgJQ2tZSg7+RsO1Sz2DpoE+JyaHBpmXxFZ2DRjxDIbiXC9260VXpoNs7HqI7iWTqFvIZA5IiOp55VYAoizAKFsCdEHxZEUMDXEkVEOt11imrIsARigYI5qI7InscQ2MJaDmz4uB4Ked0Nag0uN9x1dCSVfEBt9xd6JoP57hX8tratmPYe5NUlmnDtore9NyiBj1vOoa94Hh1S1XTS/tlMBT/2MFpTE9kEEnISAxGsTiVQ2Zeg6RkER+I+AZ3NCGjkDX8dq+EpRlMwftJBUO1QXwRREUoS8vpBIXzul5lAMH9byjChaNMFX9VnLQCAMb8iSu+wnutRyypYMOWOM4cTUFWbbeP6uWTRFVD8b2/lRdYSlRCN+FPKJJhTxBEmyHDnlgRQZVno2Dh5POzHVWHNhQu2yKPvf/wDmzM0Cw8+6tTOHZw2n/Ip2cLuPLNYys+Lt6gv9a4U1bFKiHt3t9Sy77699WMjHqewUhMcozxkpznZdNgLL7fdq+ueZsM2uDxEGQGQWDIzGuwDRsJtzSapAgQRAGyIobynSsNcAFUjAZgIvMnDmRVhKFZ2LgjifMu2+CXQKw8OO7MUWalfY/EJUxNTS15XU5udPE9Y8zx4lf8zv2NzaH2yP6kTDQh+7oE/iSVq4vABObn8teaNPSMfy1nYHoijUhCgSgx9I1EYVs20vMaMnMFRBOKb3DnFvVQu6tSx1gClhHGjeK1yW3UvrlUIJiWI0dEFNKGP9nXKQrnldKMwguExfAa8UJXUsVfjavMvzX6EWq8aelH512+AZwDs5NZZBe0skkiPWfC1Cz09KoVznGdY+7SSFRCV9GZt1qCINYBZNgTK2IpZZVWhaBh3yLPrV8WK/DZ+GOTOH5wBgAQ61WQXdBw4tkZyKq44uPiDThL98f53BlkWoaNaLzc4+kPVivb9f6A3hG9q58nWMszeObIgiuIVlx+JZMrjDXoRXPhFcqStRrveJx4btYx2hOqW4ZO9o1DoHq+c+kAt1I0QCypQFBE2BaHoVmQFBFKVEKsV6lY2qqRiaBOILjvtl3qBq1NyGAvnUgK1bEvTzGxbY5ITKowSeXoU2ze1Qs1Jvvr4zZ3J4xqRAO5Bp+eN2HqjvhhLq1DkgUkh6KIJGQYBQtX37wNo4H8/aXtdP1FGjKYvFtCcH+W2JRgWo6XKiIIrKMUzqvc+sooeuzrrtHXUijeKxv6YdNhzs2xGIpv8aYJhkqKiO1XDGHb7kH0jcT8SSJDs3DwoQkc2XcO3AZiT5wpm9T3D0WH33uazTrbXYIgOggy7IllE/TSCKKj+F2rrNJq0M5QfA/vuKgJGdxy1a9jMsCac1yKuaLl++MNLi3T9nPewz+u3OZSj723HW7VztWs5RnUcib0nOkrfwfbvhz8PNJ6y3nLcDfXtI3aD97x2LSzD1MnU9i5ZxhP/OtRTE9kkEvpyxaIqhQdkc8a0PMWNp/fBzUmN6bivWYJGuzhj32PPXh4wO2Vu3NrrlebpNp6yQBSM45OAROc8nnlZfXCrfGMQyUqQVScCRlw55qwbSePPZZU0b+xp7iOCqX42oEXvu177JcRQlyaluNVSukkhfN6+iLw5kV54H3N9aFYiUEsVl9YlassbNeD282LUPOOV0+fisHRuP95rdKN/uR1STTIesGbZF/b91yCIDoRMuyJZVMqnsZVZ2DTSV6aIK0PxXf+eMcl1qeikDH8caIalZBP6ys+LsWQ0grt4ByWaYNz+ArbFddRZteXD3oFxmA3qKQV9Ax66RmeJyeSkNGTVDG2ewCCsHyLRcubKOQMxPsjDR0/r479Cja5bKJJGYkBp51juwcRSyqYncyuSCCq1PCUZBGbdvZix1VDKGTNqpMe1aI01iqlpRqrqeJ7ocq27Xg3q01SeUKGgHMPsS27Yrm7oNeWu7nXakzGhtE4pibSyKU0mLoN27LBwLD5wn4/5N9bh/+6gZPVtNNZ4rEvyxlvgG5QOPf7RVW73hFgbDTHngnO8uCAIAqwTKvm+luJlnfC4b2qGLbNIcrNMuydv8GJ4uCkvm1xiLLgR7VUmrwmA5cgCKI9kGFPLJuyskoVFHNXm3bk2JcOWrzjohdM5wN3oKgXmnNcWMlAPPg5B/zyZpU89owxaDkDC1M5SIpYJn4U9tgXf7MUSj05NgfOHF0EAGy+oH9J6wICEwX7p2CbNg797mxtHYeAx75UTK1dCO6g33brle9+/ShESViRQFSp4anGJEyfykAQvRJp9Tz2y9mT7qA0r95/LSCkdF4pgse2ua9ZAFQIXy9Zt1firPR+4ke4wNums+Gx3YPILGiYP5MFmHNdRuMy8ikd449O+t7N0kiDevvarH5dlmPfQKm3SnS6wjmrcI8LL+D88XPsG5wQtC0e6gvtvN8ENW4s3cahp84illAxdukglEhzNG6860RSigckOKlvGrY/iVBtUr9ThTtbRpekPxEEsfYgw55YNl3hpQl6oFsVil9iAHvH5ci+KT9M0yljxXDBNcMrPi5a3kR6No+8K1AVghdraZd67IOCfgJjiCRk30D2BqaV8oaXMjgJenK47XhyohEJhbSO2dMZFLIV2lyH4kQBEOtVK4d8Bgh6Ozlvbyi+3wbPG2wVa8g3SyDKW4+3bt8jXdVjH27TmqRKWLxXBs85RuXRJ4y5ofiV0lYC6/AQRMewt22O0nlCL8JFkIq514Bz3XHO0bcxBjUqgYOhdyiCfNoIezdrhPa3A99jv8z6252ucM6Ye2eodXA596+nRlNbuM0hukZvu0+bf28UGKK9KsCKk6iX/N7mpmzD28/gRHHZpL5L6aR+3fSHNQore0EQBNEeyLAnVkSne2lCg+UWGXiFrGNo59I96FWjAIrH5fDTU8ilnDq/26/YsKLj4teJfmYaWs7EqRfnSjzXTl6f6Rr2UomxEhT06+lXYVncN5Av//0tZdsrHq/Gj1vQk8PBndB75qi35zNGoE53YwQnCsBdvYKe6iGfweZyzlte7q4avjfYrWveEo9VwLBgqJM7HPy7xqk0meeLnFVY1q6TU17q5efcrfVecry9cyyKghuK75x7LWfAKDgCevH+iCtMWS4sJ5SkENTf0fqLNEKpGOdKy3R1tMI5q27XO3dP+BEedVflrse2ORTRm91dYfuWQPDeyJwbgB8JMns6Ay1nNmU7fih+YKJ4yZP66+Te4+NNaKy7HScIYrUhw55YEd3gpQGcQWuzvQaeoX1yfAa5RQMnx2ex9aIB39C+8oYx9PSq4JzDtjl2XDm0olJ3nndGkJnjESnxXHs5vtkFDdn5AvKZone8Yk5kj9OWyUMLOP+aEQCVjaKlGKWVPDmcu+rtsuB43JdAqY6D17xGdRw45xDF9seBesfMN+xb4LHyMw4aNEzXjdesQki7Fz5fatU1Es3AAjabL5hml18X3mSOKAuhEmhKVIKkCI6hxYoh/GUpSw2G4pe2vVn4+9PmShLtxKv2UflLOOc2sGztlTl/uM1bp99Sg9C90a1jDxQnUf1UsBWi5ZyJ676RGHp6i583MqlfmuaxXiCPPUEQq0XXGfbnnXceTp48Wfb5Rz7yEXzta18r+/xb3/oW3vve94Y+U1UVhUKhZW1cj3Ssl6aFAwvP0JYiIqKJyqrAkbgMSRFRyC7NU11K0DCXZAGGZpVVIDB1G0eePoe5s1noORMnx2d9j37Ik865733xDORCxqmhHTRWljO4r+bJ0fMWNu3sRXyJhn2jIZ9BSlXxa0RZt4xiKH6jpbOWsxHnj91gVMIatdXKKCt3B8f4qpQ7XlSvbmTFbmi/X+Is/CM9byI9V4AoMihRyTfu1ZiMjTt6cfipKeTTBqJxuaJ3s1SMr214kxsB8TzWnPTsjkNgtVz2xb4SeFuVYLlEP5Wpjeet2r3R0G1IsoBIhXKnS8GbuD520IkQK524bmhSfz2kAVVine0uQRCdQ9cZ9k899RQsy/LfP//883jzm9+MW2+9tepvkskkXn75Zf/9unvIrGP8KOQme1SChrYSEf18d0FgoRBxQWChPOvlUlonWladkXfQc310/zlMHl5EJC6V5aLvevXGugZyek4rFx5bRrsreXI2nd+LsUsGlnwelqXj4A3QsXriecVQfDv0vqnbcHOG65Uk9L9bw7e9sFFc/nmxxnjJ7wR/wbrrZgIDWFHx3vtJUMDMKFhQohI2bImHcpwvuGYEmTkNuZRe3bsZ7CMNTTQ054RWDsVfo2pnQp1DGyh316gYpTfJ44TDN6GNDVJ9EtXEph29iMZXNtHuTVwzkSGakMGEytomtSb1/Wora7Q7VaMYJbXKDSEIYt3RdYb90NBQ6P0XvvAF7Ny5E9dff33V3zDGsHHjxlY3jehA/EFrkw37UkM7mpAhCOV5s0xgsFzjbiWDvjLvjLsuzzAHgHMnU1CiItSoBCY6yttA0aNfy0Du6VUBpENtXI54HlA5PWN6Iu2ErC7DwF2qjoO/BVcIa1UMe8+b3kqPPQCvTnvN47rOQvFD+xkIl3YyFkpD8ev3cRZQuGaMueHaxX7lG0ACQzSpwLI4Jg8tQFZFbNzZB8C5/2y/cghDWxPQckZF72YoEr+R1IrqiywL7x5ZIWNhzaDnTOQMC73DsYrHn4MHyt3VXlfp9bQa4eYVJ1F3upOoKzCmgxPXgsBgGhZ6elUwxqprm1RivXvs19t+EwSx6nSdYR9E13V85zvfwcc//vGaD45MJoNt27bBtm3s2bMHf/M3f4Pdu3dXXV7TNGia5r9PpVIAANu2YdvLKPLbBmzbdnO5O7N9q4XNbXDbBlhzj43aI0GKCCjkHU+9qAjg4CjkDUiqCLVHcrbH3LrytvPPtpf3oI/EJWy+oA/HDkyDg/uGuZY2sOOqIXBuw9QsKDEZNueQBA4ODiUqIjtfQC5VwMW/twmcc0weXkBmPg9JlbDjqg24+Pc2uf2ntA9xp92Bz5bSzyJxCZG4c4vh3HaM0GWcA1FiuPyNW3D+NcMoZHRE4kWjqNL6bP9Y27AsG7zJ574xnGNnmlbZMWzqVjgHNzmYIlRdv9f3OO/c+1cpS72fce86B8ARvM6c82BZllM/vqQP8gp9vHzd3F234BxDy3bKWTGOzEIBrxyag5qQnHVbHHJEhG3ZOHs8hb6RGNSYBFN3+kE0KSHWK/v7GNoOeHEf7Ortsf3zWf2cLwUOd33u9m0LsDnrmr7SCIZm4YVfn8bRA1OwDRuH953D6AX9uOT1myH6VQwcLRTLcu8fvPb92g70OTBH56LWeWsFle6NM6fS7oTi8tuSSxVgFEz0DERgmTYEzsqeJ969vRbedbnexibePcN7DgE0RiPaA/WztclSzmdXG/Y/+tGPsLCwgPe85z1Vl7nwwgvxz//8z7j88suxuLiIL37xi3jta1+L8fFxbNlSrgQOAPfccw/uvvvuss+np6c7Njfftm0sLi465dWEdRb3VgPb4lhYzCBqSRCmtPo/WAIDO0ScPboIrkmQVQGGZsOwTWzc2YtMYQGZArCwkIeWNcEBqNNmWQm6pTB0kYy8pWL2dBZZzYKoiti0vQdDF8nI6osQkwZ03YAEAYIkwhR1aJoJsRfI6oswF3LYdJmKgZ0D0PIm1KgENSZjfmEWALC4mIaBHGwlBwBIzWvILOqQZgwoOSf0f7n9bDGVAQBMTVl1lqyDBGQKOWRqXIaGZmFhMQdpysD8XB4GFBgss7LtLhHbdPqdKeSQWTSgzJqhOtDNYnEx4+gIKAKUqco6DoZmYWYqhYy2iN6hCNTYynJv28FS+5mWNbGwmAcARKYtCJJjkJmajYXFLKQpA+k5zfGqxoqdZ2EhB71goWBJYFOVO5Wed/uTLMAQckgtaM4klZSHZVswhSwiCRmmxgEbsACIMRumaWJubh5RQ4GOHPIpA9PT1R/OluG0FQAiM1bVKKP5uTzyaRNyQYA0pdc9NvWYP5PD3GQeppRFZtGEIDLIqgChp7n3y9Xk2MFp516tMihJAVwp4PihU8hbKZx3+SAWFxchWhpyCyagFrCwmA/1o0p4/QIAuFpAbtGAbXOoU80RrVsy7r1xYcG5J1hSHoaQXdaqNN2A2KejYBtQ4xIEACaM8PNkKld3Pf4ximrIW51/32kWC/M5aHkL8rQBObKyZydBLAXqZ2uTdDrd8LJdbdh/85vfxFve8hZs3ly9XuvevXuxd+9e//1rX/taXHzxxfj617+Oz3/+8xV/86lPfQof//jH/fepVApbt27F0NAQkslk83agidi2DcYYhoaG6GIOYNsciyc5JC4gHulrqsBf/xsG8YJ4GpOHF1BYNCGpKrbv6sMlr9/sq9+zQhpZyRkgDw33Q5JXpkq1eXQjcim9zHMNAJObCjjx7Cx4RIQqq9ALHHoa2HHVELaeV7/M3sIJG5ItIh7pRSypQOY5SHYOQ8O9vjG43H6mz0lgAsPwcP/Sd3qJGAUTxvwCNgz1wkqn0D8UQ3JDtOXbDWJbNgozIuJ9EUh2AcPD/ZBWUBGhGoUZCbZpQ4lIGB7uK/ve0Cw89/ArOPFMGqLAoMZl31O5kgoNrWap/Syf0WGlnciq4ZEBCG4lBFO3oM9LGBxMQrLzECUBQ8OJ4nbSiyhkDcR6FQwPV76363kT5uIC5IiI5IYoWMGZJBocikOUBByyF2GmmH8talkDWk6HKCoYGOiHGpMQSyqISCaGhweq7oNl2NBm55x9GC7uQymskEZW0KDEKp/zRvG82CfH55FPGZg5piHeG8G2ywbR06tWPR7dRi6lY+7YWShCAnCzmKKqgpymY+6YjUuv7QNjDAriUHgBg4Nx2Nl0qB9VQnP7BeD0hbRYgG3aNc9xO/DuCf1DPegdWv59b26rjWMHpsEScjF/fwnPE8A5RtkzM5BtBfFIvDMFdluAnV1EIW1gaLgPSsQZZtMYjWgH1M/WJpFIpOFlu9awP3nyJB566CH84Ac/WNLvZFnGVVddhSNHjlRdRlVVqGq5ercgCB19oTDGOr6N7cTQLDz/6Cs4sm8K4MCh350rqfu+MtSIgKvevA0XXrupqiqwKAlg7vkQBbEp5ybeF0G8r/wiv+DVG1HImJg9nUF+UUekR8HOPcPYfd1oze164l+Hnz4HcCDW64gybbl4AEwQIIjhdi+nn+kFJ1WgkDFbPrgTRNFpNxMAxiBKzTnuS4ExBiYIblk0AaLYmjYIAgMXBAhi5fPx4m9ewfFnZsHA0NMXgWVxHDswA8ZYSACrE1lKPxMFsXidiWKx9JzoHH/GnH+l6xNEoe75KS7j/AtuJ96nYsuuASfHHo7GRiFrQs9Z2HbpAKIJxRfbE6ucIw8uoeI+lLVHcNqw0nv9i795BccOzEBSBUQTCgRBwNljKTCBYffv1b5ndBNa1oRZsBEfiMA0badsIRgiURmZ+QL0rAkmMQjM6yfM7xO1RC/DfcFZHjZW/biJggAu1O9v9bj0+i1+Tn12XnO1Teo/TzwMzcL4o6dx/JlpCAJDJC439fnbyVS7RmmMRrQD6mdrj6Wcy6417O+77z4MDw/jlltuWdLvLMvCc889hz/4gz9oUcuITmH8sUkcOzADAIj1ORM1lVR9V0pNVeAKQl6tQpZFbL9yCJt39aFv2PFSN2JEe+JfYAyxXmf5o/unkZ7Lo3cohvzGGNTo8m4V3qTBkf1ObuvRA1OtH9z5ZeBaV0O+bhNclWxPPA8ter66uvgVNZqCAljc4hAVAaobMbIkAawuI2SMucedc+7Kl1dZthGxOsYqVo0oFTADBzaf34ude4ah50xYFodt1ReOXOq9YiW9Otg3ZFVEIeNohRQyBmYnMyjkVlaes5OoVzIzEleQKeTAmNNPcikd6dk8cmndFRWtD2MMet5EdsGpfNAJ19VKK3E0VM6uBuOPTeL4M87zt6ffydVvxfO3E/GrAZB4HkEQbaYrDXvbtnHffffhtttugySFd+FP//RPMTo6invuuQcA8LnPfQ6vec1rcP7552NhYQF/93d/h5MnT+IDH/jAajSdaBPBgatlOHV9Fdc4badRE8qTbdMzXo3JGBpLQGyggHvwONmmDVESIKsCFqdyePnJKUQTMk4+P4utFzv1i8UaOaeV8BXDGSsrwdeqwZ0vm+YZ9qs0ac1Yc0od1sRTbK8wiA9WbuCc+/2htHLDmsBX3w5/LARqkztlyUp+VuV3lZZxZPGDnztvSg0gvWDB1CwnWkdkgOUIstVLw2GBOYaG+kuzymeKjjeVMaeMZj5jQFtDhn0jJTMzBWcS8tjBaaRm88inDJx6ca7mJKR3zVmGhfFfT+KVl+ZhFEwcf3Z6dT3TTVairzVxXQ3/uRKXnGgVWYAaa//zd9VYByVGCYLoTLoyTuOhhx7CxMQE3ve+95V9NzExgTNnzvjv5+fn8cEPfhAXX3wx/uAP/gCpVAqPP/44LrnkknY2mWgz3sBVjUqQVdEXrVOjEgzNRD69ctGpRgh5+Fq+seKfRsv7BY+TEpUgKQLmz+SQTxvgtg0lIvrG+Pijk0tqTnDSIBKXISqCk2uckDF5aAG5VIvOQQd47AFnQqHV5e5Y2YsiQU+lpIj+cfA8ldHE2htYl55r5tdmB4Dy0odBb3y9dfrl7vzPw8vFkgoGR+OIxmU3QqBYAs02eV0PKgta9g2wkj4V7BtMcAx6wDFuJVlApAsEFpfC7utGsXPPEMDhR1WUlsw8sm8KZ44uAmDOtVHnvucd/onxOZx4bhZgDNGkuuz7ZdPwutEqju6850qkR4YSlfwJ4XY/f1eLJV7KBEEQTaMrPfY33nijX2u2lIcffjj0/stf/jK+/OUvt6FVRCdRL/yyXUZNaDDfYgPTW70oCQ0bs6XHydQtZBc1MIFBkiRIiohYUoEgOrmW518z3HB7gl5BJhYriLfLY+wZ1atRXxpwzr1t8TKDsLkbqW6YNuKpXGtUOsx63sTc6Swswy6rCOAbP7VOTyAqIhQtX6VfMcGpBe+oEhdrwzfSDxvqK03oSpX6RiFnQM9b2LSzF5H42jLsa4WV27YNLWfg3IlFKFEJ0bgMPfDcqOZhZoxByxmYPZ1BJO6kNNimXfd3raYYYLJ6ZqX3XNEL1qo+f1cdsuwJgmgzXemxJ4h6eAPXQtpALqXDMmxHTT5tYHRXc9XxaxH0nLf+Ge8KhsmNb6n0OOl50625zRHvVaBEJTCh6GkpZBr3tAQnDQSB+YZQqwd33hTCaofiC8wz7Ft35uuFkjfiqVwLFI9D8UAYmoWDD03g2YdP4akHjmH/gyfx8hNnYOhW4HfuxEiNqzMYiR8Oxa/+Cz/0P3j9N9APmcAav1GssFtV6hubdvZibPfAms0N9qIqSu//Wt6EqdmQFQEc8I9tTQ+z4FZM0G0/4smbEFlVz7TXp1dxdNcpz9/VopH7CkEQRCvoSo89QTRCqaiVo+rbXqOmneJ53qaEBnLrgwSPUyFrgDEB0biEgdG4PzGh5Y2Q0FQjrJrHuDQUf9U89u7fFm6+kkEbZKUCWF1DBWMmpO+QVJBL6zj14jxivZO+vgNrwAiqKp5X5ZgzBtdl7/3GSQVoJD2G+f/VZ6VGQ2nfiPTImJpovFbuWkKNSpBUwQkfj3N4J6HWJCQD/PQlrWC6Gi6rn+7SCR57oDOev6sG5dgTBLFKkGFPrFk6wagJeezbNNBqRDQvSOlxOnpgGqdemEMha1QVmmqUVRncuYeZr7Zh30D+dhO2EvpTjeUIYHUTpcZMSBTS4hAkBjUmw5StUIh0w150VDD+qxxzJrBQKD4TGHiDkRuNLVN7+0vF6xvV0tvWA2pMxsbtvTi6fwb5tAFRZL6HudokJGNOnxrcHMfs6SxEUe+MdBdvgneV7nsenfD8XS2afY0SBEE0Chn2xJpnNY2atoZDBnLsl4N3nJJDUSgRsSnG+GoM7ryxlJ9jv2ried4Iu4XbqOOxX29411tQ36GQNeDZrGpEgl4wfX2HRidf9LyJxamwsn09w4nbHEwSnJQM1BfP89rfqHnd7FPezuiiTuSCV29EbtHAwnQe+YyBeL9Y+77nHqOx3QPoHY7i7LFUR3im/XvCKhv2Hmt9UrEynXHsCYJYf5BhTxAtpJhr175tLdew96gnNLUc2jq4c0WtsvMFFHImhrbGEe+PtGfbwWa4A+uWTiwEFNvXNaFE+BLVdy80Hhy6ZodDpOt41gzNwvhjkzj89DmAA5G4hJ7eSM08dO9z3wPuXo6NiecxYBU9596hWo/9SVYEbL9yCKIkIJfSMHbJYM17ln+/lUVc/satuPi1Vod4pumesNqQKj5BEKsFGfYE0UL8UPw2POHzaR3p2Tzi/WpT1teNnhZDs/DMLyfw/KOTMPIWOOd4+ckzuGjvJlz++1vbWldaqBbC3UTIYx/GOw5BfQcmAEpEgpY1YZk2zru0aLDV89h7efpgDLFeBbbF3ZJowPYrhyq3wT3ftu28LubxN3COWOO58y055/4kyDrEPZ5KVIQSiTV07/PmYRjrnPtlp3ns1yUlE40EQRDtggx7gmgh7RhceV7Fk8/PIJcycOK5GYxdMojd14221ZDtBMYfm8T4o6ehZU1Iqghuc+RTBsYfnYQoCr5oWlto4+BuNRWwO4ngofZCoY8dnEE2pUEQBYztHgyFSNcSOAzn6dsQJQGRHgGFjI7Z0xnk0wbifdUn0bjliLAJnse+EfE8gfnaEDWWqruelbN+DRJu8SULkHbixFoHNmnd4E3O0SkgCKLdkGFPEC3E99q2cJTleRUlVUA0IYMJzFeib6shu8rkUjomxmdhmjYkRfBTEhhjMA0bEy/MtbWudDvOfXsE+jqfSl5xL6Vkw5Y40vMaRJFhZHtvaLKL1YiZDebpW6YNURYAxiCrIvIZA4WMXtGw99Zpc+6WyGv8HGk5E4Wsgf6UXr+ftsJh7wv9NX/dnY6vzWFzSA1OyHbk8VpKhAjRGkg8jyCIVYIMe4JoIf7gqkUP+KBXUVZFFDIGenpVCKIRUv9eD+TTOrScCYExMFkAY44xJQgMlsmh5QxfNK0dFI3uVm6k5O86p9KxjiYVgDGYulX2fa2JkWCeflFjgsPQLEiyiFiysrfeWxW3ud//gNpRFV7UzdEDUzB1G8cOTGF0V3/NqJuOMibXAsHz1qDDvrQaQyfAmNOuTmrTeoNSpAiCWC0ogJMgWkirSw55XkXVrafseezVqARDc9S/1wvRhAI1JsGrQi3JIkRJgGU6n6gxua11pf0w7xb2ARpAutQ4DqIouGHxFX5WIxTfy9MvpA3kUjosw0Y+rUPPW9gw2lN1gqgonue2yyuOUCMU34u6YQJz1sucqJvxRycrrN9/VXV9y2U9l+kKeuwbvZ5qRXysJuStX10KGQPp2TxyqfXz/CUIojMgjz1BtBhBaFQOa+mUehUl17un5c2w+vc6IJZUMLZ7EAvn8tALpmNYccDULShREWOXDLQ1eqEtHnt/W63fRifj26MVpqqZwGBZtiNyVmLw1Etl8PLxvdKPkiJi085ebLt8Q/3GwDkv9VIyglE3nhib109rRd20RjtvPavnOXB7CYaxAD8yqGNgpLmxWniRNyeem0EhbeDUi3N+5I0odVAfIQhizUKGPUG0mFYOsoLq3wCgRiVoeROFtIGde4bWTRi+x+7rRmGZNl5+8izyrrck1qvgwtdsbHtdadbGHPtO8xi2nRoee0FkVSvIMQHQcgbmz2WL3vIApaUfIz0ypibSkGqIq4XKwTPmt6la9E4wlz9oV6tRCZn5QlvTR/zjuB47lKeNYPOGI6068ShpWROZ+QJyjeg0EE3Fi7wRFQGRhOxH3gDA5W/cssqtIwhiPUCGPUG0GEFg4Msr/94QpV5FWZWwc89Q2w3ZTkBWRFx983m4+LWbMX82CwDo31g9bLqVFEPxW7kR908neQxXkwqHIWikBQ+ToVl4/tFJnHh2BoLAEInLVfPavVJmXm36Wuc0dC4C3lNWJRS/Ui4/0EDUTStO+ToOxQ9FWjSaY89Yx4S9e97iYwenYRRMnHhupq5OA9E8gpE3kiyErufJQws4/5rhVW4hQRDrATLsCaLFMIH5BkErKPUqRhOdUU95NemEmtLtUcX3/naGcbFa+OWlqnjsg0t6jD82iRPPzAIM6Ol3lO/rVZNgjNUXJivx2BeyJtKzeRQyccgD5QbWcqNuWuFVL4rBNX3VHU+olzR6AFjnHCtfp0EEokk15C1eT9VRVovSyBuFO9e6F3lTyOg04iYIouXQbYYgWowgMNh1a1OvnE4wZoki7SlFV19xfV3gT3BU+KqCx77oXZPAbUCUGdRY/bx2b1uNeOwtw8KLj5/GmaMLKGRMTLwwiy0XDlT0oC4r6qYlHvsOsVJXmUa98MFUi9WkTKfB5g3pNBDNozTyxiu36kXeROIKMoXcKreSIIi1Dhn2BNFitLyJ3KJOOY/rDNZAmbMVb4M89iHqeuzdl553radPRSFn+NEVjeS11zPmvK8mxucwcyoDOSYiWpJvW+pBXU7UTWvE89YxgZ1vuJpJh3jsg95i07Bgs8b7M9EcGom8yRRWuZEEQax5yLAniBZRmvN4/NlpynlcRxRLqbVw5F/DU72uYI4I3uJ0DkpUChkx4Rx757XnXdM1C/H+iP99I9UkGKvj0XXbMns6AzUuQY3J0AsmenpVMMZqelAbirppfQDIupwoCqY2dJvHftk6DURTIb0bgiBWGzLsCaJFFHMemTOwopzHdYUfit9Kj32N3PL1gqFZeO6RV3B0/xQYc4yc4ARaJdG6FVWTYKhpXDPGoOdNmLqNeL8EUWJ+GcpmelBbcc7XcTcqK1PYCFrOQD6toz+1OgKdHlQdpTOoFXlj2y1U0CUIgnAhw54gWkAw51EQGSzDppzHdYYgMGg5Awvn8pBVqSXn2580WMcG2fhjkzh2wDFoevoisG0emkCrpoq/XO+anrdQyBpIDkar1pdXohIkRYCumYjEo75h3/Ee1HVt2Rep57EvRmNNwdBsHDu4+tFY5C3uHEjvhiCI1YIMe4JoASGFXMAX0qGcx/WB50U+dnAajDFEE9VLqTWD9WqPBSfQbJNDlAVEVOf4BifQPAHLoJd7qXntnjF3ZP8UbNPG4afOVT6njEGNyRjcHMfMKxnkZL01HtRW5tivw/4UvIbq5dgHo7Fiyc6IxqLqKARBEMR611ImiJYQzHkUZQGy2iUeO6IpjD82ieMHZwAAPX3F0lPjj042dTvtUd7vXLwJtEhMRiypQFKKE2iGZiKf1gEEDLUKhymWVDA4Gq9rBHnGHBgQ661+Tr1TMbZ7AOddPghwIDNfADia4kEtpl+saDVVVt7CdXcRtTz2wcmkaFyBKAuIJRVEEjImDy0gl9Lb2NJyGu3PBEEQxNqDPPYE0QIo53H9EvIiW9W9yE1lnRpijYqGMZEB5vK3Ezyn3HbPaY8MoPycepMsoizisuu3gHO0yIPayhz7ddihWOWUjVKC0ViCVFyQorEIgiCI1YY89gTRInZfN4qde4aa7rEjOhtv4K/GJMgREaJc2YvcDHzl/UbLc60xvAm0QtpALqXDMmzkUjoKaQOju/p8A8vz2C/XE+2f06gEJSr5offVzqm/HdY6D+p696q3klrXU3AyKaiKT9FYBEEQxGpDHnuCaBGU87g+8UupFayWl54qZEykZ/PIp+OQB9dnCcVGRMO8WvbLTVlYbjmxlqRItKXcXQu30aEEd7mWYU/RWARBEESnQoY9QbQYUshdX7Rj4O8JuZ14fgb5lIGJ8VlsuWhgVVW5V4tGJtA8w365RvFSzykTGLjFl7exRmnJnME6tOg9liCeRwr0BEEQRCdChj1BEESTafXA3xNyk1QB0YQMCKuvyr3a1JpAa0aqwlLOqefxbmWKREujAdazfd/AvlM0FkEQBNGJkGFPEATRZFo58A8KucmKgELWCQ9njLVOnK/LWWkoPrC0c+p4vnlLQtpbGSbvT0isw1h8b4/reeuDUDQWQRAE0UmQYU8QBNEiWjHwD6pyAwiJ85Eqd2X0nKtFkOmBrEZXtK6GzmkbZGlbM2mw/gx6n3VeOpIgCILofsiwJwiC6CJKhdxismNkanmDVLlL8LUInptBPm3g5PgstrZBi8CPaG9ptQIyQJuKnz6xus0gCIIgiOVCjzCCIIguotESb0RRi4AJDNGEDMYcLYLxRydbul3me39buY1WrLSF6+4S1mvpSIIgCKL7IcOeIAiiy9h93Sh27hkCOJCZLwAcpMpdQlCLIJpQIIgCYkkFkYSMyUMLyKX0+itZJp7Xt6Uq8y3N319/xu1ycuwJgiAIopOgUHyCIIgug1S56xPUIhBEBrVHAhNYm7QIXOOw66bO17FR24ZKBgRBEATRSsiwJwiC6FJIlbs6pVoESsR53Gl5s+VaBL66fMu20BqRN7aOQ/G96AoSzyMIgiC6la7zJxAEQRBEPVZTi8Dz+natkdilzW4GJJ5HEARBdCvksScIgiDWJJ7mwOShBWTmC5BVqb1aBC0sSddK8bx1CYXiEwRBEF0OGfYEQRDEmmS1tAgYcwK7W+qxb8WkwXq27D1ZBDLsCYIgiC6FDHuCIAhiTdN2LQKGlnu/W2GE+2r+3ZpC0ATW874TBEEQ3Q1lkxEEQRBEE2GsDQYi2Z9NhQHQcgYWp3MtLYVIEARBEK2CPPYEQRAE0UQYY12pLN/S/P0OxjRsPPurV3B0/zQYgKgrvLj7ulHIirjazSMIgiCIhiCPPUEQBEE0kULOQGq20FLP73ozvlvJxPgsjh2YBgDE+lSAMRzdP43xRydXuWUEQRAE0TjksScIgiCIJmBoFsYfm8TxZ6ah5UycfH6mdZ7fVlj2rOTvOiCX0jF7OgM1EQU3AUkWIEecodHkoQXsevXG9uozEARBEMQyIY89QRAEQTSB8ccmcXT/NMAYokmlNZ5fFvrTVJi/7vVj2RcyOizdRiQmI9IjQXInYNSoBEMzkU9Tvj1BEATRHZBhTxAEQRArJJfSMXloHpGEjGhCgSQLiCUVRBIyJg8tdIkgWwtnDTqUSFyBqAjQ8ibkiOTXsdfyJmRVQjRB3nqCIAiiOyDDniAIgiBWSD6twyhYUKMSlKjoG4Qt8/y2IhJ/HRn0HrGkgsHNcWhpA7mUDsuwkUvpKKQNjO7qozB8giAIomsgw54gCIIgVkg0oUCOiNDypqOK3yLPrx8uvx6t8BYxtnsQO64aAjiQmS8AHNi5Zwi7rxtd7aYRBEEQRMOQeB5BEARBrJCYWyLt6H5HXV2NStDyJgppAzv3DHWF59ebjFhvcwaSLOCKN23FhdduQj6tI5pQuuJ8EQRBEEQQMuwJgiAIogl4Ht7JQwvIzBcgq1LLPL8tNb7Xm2XvEkuSQU8QBEF0L10Xin/eeec5YY4l/26//faqv7n//vtx0UUXIRKJ4LLLLsNPf/rTNraYIAiCWA/IiogrbxjD77/7Irz+7bvw++++CFfeMNb8UndAS3Ps16dZTxAEQRDdTdcZ9k899RTOnDnj/3vwwQcBALfeemvF5R9//HG8853vxPvf/34cOHAAb3vb2/C2t70Nzz//fDubTRAEQawTYkkFg6PxFnl/W+qqb+G6CYIgCIJoJV1n2A8NDWHjxo3+vwceeAA7d+7E9ddfX3H5r3zlK7j55pvxyU9+EhdffDE+//nPY8+ePfjqV7/a5pYTBEEQRHNoRa15PwKf7HuCIAiC6Dq6Osde13V85zvfwcc//vGqCsG//e1v8fGPfzz02U033YQf/ehHVderaRo0TfPfp1IpAIBt27Bte+UNbwG2bYNz3rHtI9YG1M+IdkD9rDqc2+C2DRs2WJMPTzalITWTQ99IFJLSdfP+y4L6GtEOqJ8R7YD62dpkKeezqw37H/3oR1hYWMB73vOeqsucPXsWIyMjoc9GRkZw9uzZqr+55557cPfdd5d9Pj09jUKhsOz2thLbtrG4uAjOOQRhfQzIiPZD/YxoB9TPqpOZ05Fa1BCZsiCIzXGtm4aNifFZTJ1II79o4sTRVzC0NYGx3YOQ5LV9/KmvEe2A+hnRDqifrU3S6XTDy3a1Yf/Nb34Tb3nLW7B58+amrvdTn/pUyMufSqWwdetWDA0NIZlMNnVbzcK2bTDGMDQ0RBcz0TKonxHtgPpZdSJCHoKexfDwAASxOcfmmV+cwplnNUiRKCIKB9MEnHlWQ1Q0cMWbtjZlG50K9TWiHVA/I9oB9bO1SSQSaXjZrjXsT548iYceegg/+MEPai63ceNGnDt3LvTZuXPnsHHjxqq/UVUVqqqWfS4IQkdfKIyxjm8j0f1QPyPaAfWzygiCACYIEEQRgrByj30upeP04QVEEgqUiIh82kBPUkFBFHD68CIuvHbTmi8BR32NaAfUz4h2QP1s7bGUc9m1Z/2+++7D8PAwbrnllprL7d27F7/4xS9Cnz344IPYu3dvK5tHEARBEE0nnzGQns0jn9Kbs760DqNgQY1KEEQGJjj/1KgEQzORTzdnOwRBEARBtJau9Njbto377rsPt912GyQpvAt/+qd/itHRUdxzzz0AgDvuuAPXX389vvSlL+GWW27B9773PTz99NP4xje+sRpNJwiCIIglY2gWxh+bxInnZ5BPGZh4YRZbLhzA7utGISvistcbTSiQIyK0vIlYUkG834lW0/IGZFVCNLG2vfUEQRAEsVboSo/9Qw89hImJCbzvfe8r+25iYgJnzpzx37/2ta/F//7f/xvf+MY3cMUVV+D73/8+fvSjH+HSSy9tZ5MJgiAIYtmMPzaJo/unAcYQTchggoCj+6cx/ujkitYbSyoY3dWPQtpALqXDMmzkUjoKaQOju/rWfBg+QRAEQawVutJjf+ONN4JzXvG7hx9+uOyzW2+9FbfeemuLW0UQBEEQzSeX0jF5aB6RhAxZEVDImb7BPXloAbtevXFFBvju60b9dWXmC5BVCTv3DPmfEwRBEATR+XSlYU8QBEEQ6wUvDz4+EIEgMcRcNXw1KiEzX0A+ra/IsJcVEVfeMIZdr96IfFpHNKGQp54gCIIgugwy7AmCIAiigynNgxdlRw1fy5tNzYOPJcmgJwiCIIhupStz7AmCIAhivUB58ARBEARB1IM89gRBEATR4VAePEEQBEEQtSDDniAIgiA6HMqDJwiCIAiiFmTYEwRBEESXQHnwBEEQBEFUgnLsCYIgCIIgCIIgCKKLIcOeIAiCIAiCIAiCILoYMuwJgiAIgiAIgiAIooshw54gCIIgCIIgCIIguhgy7AmCIAiCIAiCIAiiiyHDniAIgiAIgiAIgiC6GDLsCYIgCIIgCIIgCKKLIcOeIAiCIAiCIAiCILoYMuwJgiAIgiAIgiAIooshw54gCIIgCIIgCIIguhgy7AmCIAiCIAiCIAiiiyHDniAIgiAIgiAIgiC6GDLsCYIgCIIgCIIgCKKLIcOeIAiCIAiCIAiCILoYabUb0A1wzgEAqVRqlVtSHdu2kU6nEYlEIAg0X0O0BupnRDugfka0C+prRDugfka0A+pnaxPP/vTs0VqQYd8A6XQaALB169ZVbglBEARBEARBEASxnkin0+jt7a25DOONmP/rHNu2cfr0aSQSCTDGVrs5FUmlUti6dStOnTqFZDK52s0h1ijUz4h2QP2MaBfU14h2QP2MaAfUz9YmnHOk02ls3ry5biQGeewbQBAEbNmyZbWb0RDJZJIuZqLlUD8j2gH1M6JdUF8j2gH1M6IdUD9be9Tz1HtQAgZBEARBEARBEARBdDFk2BMEQRAEQRAEQRBEF0OG/RpBVVXcddddUFV1tZtCrGGonxHtgPoZ0S6orxHtgPoZ0Q6onxEknkcQBEEQBEEQBEEQXQx57AmCIAiCIAiCIAiiiyHDniAIgiAIgiAIgiC6GDLsCYIgCIIgCIIgCKKLIcOeIAiCIAiCIAiCILoYMuzXAF/72tdw3nnnIRKJ4Nprr8Xvfve71W4S0UU8+uijeOtb34rNmzeDMYYf/ehHoe855/irv/orbNq0CdFoFDfccAMOHz4cWmZubg7vete7kEwm0dfXh/e///3IZDJt3Aui07nnnnvwqle9ColEAsPDw3jb296Gl19+ObRMoVDA7bffjsHBQcTjcfzH//gfce7cudAyExMTuOWWWxCLxTA8PIxPfvKTME2znbtCdDj/8A//gMsvvxzJZBLJZBJ79+7Fz372M/976mdEs/nCF74AxhjuvPNO/zPqZ0Qz+OxnPwvGWOjfRRdd5H9P/YwIQoZ9l/N//+//xcc//nHcdddd2L9/P6644grcdNNNmJqaWu2mEV1CNpvFFVdcga997WsVv//bv/1b3HvvvfjHf/xHPPnkk+jp6cFNN92EQqHgL/Oud70L4+PjePDBB/HAAw/g0UcfxZ/92Z+1axeILuCRRx7B7bffjieeeAIPPvggDMPAjTfeiGw26y/zsY99DD/+8Y9x//3345FHHsHp06fxH/7Df/C/tywLt9xyC3Rdx+OPP45vf/vb+Na3voW/+qu/Wo1dIjqULVu24Atf+AL27duHp59+Gm984xvxR3/0RxgfHwdA/YxoLk899RS+/vWv4/LLLw99Tv2MaBa7d+/GmTNn/H+//vWv/e+onxEhONHVvPrVr+a33367/96yLL5582Z+zz33rGKriG4FAP/hD3/ov7dtm2/cuJH/3d/9nf/ZwsICV1WV/5//838455y/8MILHAB/6qmn/GV+9rOfccYYn5ycbFvbie5iamqKA+CPPPII59zpV7Is8/vvv99f5sUXX+QA+G9/+1vOOec//elPuSAI/OzZs/4y//AP/8CTySTXNK29O0B0Ff39/fyf/umfqJ8RTSWdTvMLLriAP/jgg/z666/nd9xxB+ec7mdE87jrrrv4FVdcUfE76mdEKeSx72J0Xce+fftwww03+J8JgoAbbrgBv/3tb1exZcRa4fjx4zh79myoj/X29uLaa6/1+9hvf/tb9PX14ZprrvGXueGGGyAIAp588sm2t5noDhYXFwEAAwMDAIB9+/bBMIxQX7voooswNjYW6muXXXYZRkZG/GVuuukmpFIp3xtLEEEsy8L3vvc9ZLNZ7N27l/oZ0VRuv/123HLLLaH+BND9jGguhw8fxubNm7Fjxw68613vwsTEBADqZ0Q50mo3gFg+MzMzsCwrdLECwMjICF566aVVahWxljh79iwAVOxj3ndnz57F8PBw6HtJkjAwMOAvQxBBbNvGnXfeide97nW49NJLATj9SFEU9PX1hZYt7WuV+qL3HUF4PPfcc9i7dy8KhQLi8Th++MMf4pJLLsHBgwepnxFN4Xvf+x7279+Pp556quw7up8RzeLaa6/Ft771LVx44YU4c+YM7r77brz+9a/H888/T/2MKIMMe4IgCKKt3H777Xj++edDeYIE0UwuvPBCHDx4EIuLi/j+97+P2267DY888shqN4tYI5w6dQp33HEHHnzwQUQikdVuDrGGectb3uK/vvzyy3Httddi27Zt+Jd/+RdEo9FVbBnRiVAofhezYcMGiKJYpn557tw5bNy4cZVaRawlvH5Uq49t3LixTKzRNE3Mzc1RPyTK+OhHP4oHHngAv/rVr7Blyxb/840bN0LXdSwsLISWL+1rlfqi9x1BeCiKgvPPPx9XX3017rnnHlxxxRX4yle+Qv2MaAr79u3D1NQU9uzZA0mSIEkSHnnkEdx7772QJAkjIyPUz4iW0NfXh127duHIkSN0PyPKIMO+i1EUBVdffTV+8Ytf+J/Zto1f/OIX2Lt37yq2jFgrbN++HRs3bgz1sVQqhSeffNLvY3v37sXCwgL27dvnL/PLX/4Stm3j2muvbXubic6Ec46PfvSj+OEPf4hf/vKX2L59e+j7q6++GrIsh/rayy+/jImJiVBfe+6550ITSQ8++CCSySQuueSS9uwI0ZXYtg1N06ifEU3hTW96E5577jkcPHjQ/3fNNdfgXe96l/+a+hnRCjKZDI4ePYpNmzbR/YwoZ7XV+4iV8b3vfY+rqsq/9a1v8RdeeIH/2Z/9Ge/r6wupXxJELdLpND9w4AA/cOAAB8D/+3//7/zAgQP85MmTnHPOv/CFL/C+vj7+r//6r/zZZ5/lf/RHf8S3b9/O8/m8v46bb76ZX3XVVfzJJ5/kv/71r/kFF1zA3/nOd67WLhEdyJ//+Z/z3t5e/vDDD/MzZ874/3K5nL/Mhz/8YT42NsZ/+ctf8qeffprv3buX79271//eNE1+6aWX8htvvJEfPHiQ//znP+dDQ0P8U5/61GrsEtGh/OVf/iV/5JFH+PHjx/mzzz7L//Iv/5Izxvi///u/c86pnxGtIaiKzzn1M6I5/MVf/AV/+OGH+fHjx/lvfvMbfsMNN/ANGzbwqakpzjn1MyIMGfZrgP/xP/4HHxsb44qi8Fe/+tX8iSeeWO0mEV3Er371Kw6g7N9tt93GOXdK3n3mM5/hIyMjXFVV/qY3vYm//PLLoXXMzs7yd77znTwej/NkMsnf+9738nQ6vQp7Q3QqlfoYAH7ffff5y+Tzef6Rj3yE9/f381gsxv/4j/+YnzlzJrSeEydO8Le85S08Go3yDRs28L/4i7/ghmG0eW+ITuZ973sf37ZtG1cUhQ8NDfE3velNvlHPOfUzojWUGvbUz4hm8I53vINv2rSJK4rCR0dH+Tve8Q5+5MgR/3vqZ0QQxjnnqxMrQBAEQRAEQRAEQRDESqEce4IgCIIgCIIgCILoYsiwJwiCIAiCIAiCIIguhgx7giAIgiAIgiAIguhiyLAnCIIgCIIgCIIgiC6GDHuCIAiCIAiCIAiC6GLIsCcIgiAIgiAIgiCILoYMe4IgCIIgCIIgCILoYsiwJwiCIAiCIAiCIIguhgx7giAIgiDWDO95z3sQj8dXuxkEQRAE0VbIsCcIgiCIDoEx1tC/hx9+eFXb+YY3vAGMMbz1rW8t++7EiRNgjOGLX/ziKrSMIAiCINYn0mo3gCAIgiAIh//1v/5X6P3//J//Ew8++GDZ5xdffHE7m1WVBx54APv27cPVV1+92k0hCIIgiHUNGfYEQRAE0SG8+93vDr1/4okn8OCDD5Z9vlwKhQIURYEgrDxgb2xsDOl0GnfffTf+7d/+rQmt6x445ygUCohGo6vdFIIgCIIAQKH4BEEQBNFVnHfeeXjPe95T9vkb3vAGvOENb/DfP/zww2CM4Xvf+x7+63/9rxgdHUUsFkMqlfLz0CcnJ/G2t70N8XgcQ0ND+MQnPgHLshpqRyKRwMc+9jH8+Mc/xv79+2su+9nPfhaMsbLPv/Wtb4ExhhMnToT27w//8A/x8MMP45prrkE0GsVll13mpx/84Ac/wGWXXYZIJIKrr74aBw4cqLjNY8eO4aabbkJPTw82b96Mz33uc+Cch5axbRt///d/j927dyMSiWBkZAQf+tCHMD8/H1rOa9P/+3//z2/T17/+9QaOEkEQBEG0BzLsCYIgCGIN8/nPfx4/+clP8IlPfAJ/8zd/A0VRAACWZeGmm27C4OAgvvjFL+L666/Hl770JXzjG99oeN133HEH+vv78dnPfrapbT5y5Aj+5E/+BG9961txzz33YH5+Hm9961vx3e9+Fx/72Mfw7ne/G3fffTeOHj2Kt7/97bBtO/R7y7Jw8803Y2RkBH/7t3+Lq6++GnfddRfuuuuu0HIf+tCH8MlPfhKve93r8JWvfAXvfe978d3vfhc33XQTDMMILfvyyy/jne98J9785jfjK1/5Cq688sqm7jNBEARBrAQKxScIgiCINUyhUMDTTz9dFjZeKBTwjne8A5/5zGcAAB/+8IexZ88efPOb38Sf//mfN7TuZDKJO++8E3fddRf279+PPXv2NKXNL7/8Mh5//HHs3bsXAHDJJZfgpptuwgc/+EG89NJLGBsbAwD09/fjQx/6EB599NFQtEKhUMDNN9+Me++9FwDwkY98BG9961vx3/7bf8N//s//GRs2bMCvf/1r/NM//RO++93v4k/+5E/83/7+7/8+br75Ztx///2hz48cOYKf//znuOmmm5qyjwRBEATRTMhjTxAEQRBrmNtuu61qLviHP/zh0PvXv/71OHbs2JLW73nt77777mW3sZRLLrnEN+oB4NprrwUAvPGNb/SN+uDnldr80Y9+1H/NGMNHP/pR6LqOhx56CABw//33o7e3F29+85sxMzPj/7v66qsRj8fxq1/9KrS+7du3k1FPEARBdCzksScIgiCINcz27dsrfh6JRDA0NBT6rL+/vyy/vB69vb2+1/7AgQPo7+9fdls9gsa7tw0A2Lp1a8XPS9ssCAJ27NgR+mzXrl0A4OfzHz58GIuLixgeHq7YhqmpqdD7aseRIAiCIDoBMuwJgiAIoouoJEIHOHnloiiWfV7NW19p2eVyxx134Mtf/jLuvvtu/P3f/33Z97XavJS2Vfu8VBSvEWzbxvDwML773e9W/L500oMU8AmCIIhOhgx7giAIgugi+vv7sbCwUPb5yZMny7zU7cLz2n/2s5/FbbfdVva958VfWFhAX1+f//nJkydb0h7btnHs2DHfSw8Ahw4dAuAo3APAzp078dBDD+F1r3sdGe0EQRBE10M59gRBEATRRezcuRNPPPEEdF33P3vggQdw6tSpVWwVcOedd6Kvrw+f+9znyr7buXMnAODRRx/1P8tms/j2t7/dsvZ89atf9V9zzvHVr34VsizjTW96EwDg7W9/OyzLwuc///my35qmWXHyhCAIgiA6FfLYEwRBEEQX8YEPfADf//73cfPNN+Ptb387jh49iu985zu+8bxa9Pb24o477qgoonfjjTdibGwM73//+/HJT34Soijin//5nzE0NISJiYmmtyUSieDnP/85brvtNlx77bX42c9+hp/85Cf49Kc/7YfYX3/99fjQhz6Ee+65BwcPHsSNN94IWZZx+PBh3H///fjKV76C//Sf/lPT20YQBEEQrYA89gRBEATRRdx000340pe+hEOHDuHOO+/Eb3/7WzzwwAPYsmXLajcNd955py9oF0SWZfzwhz/Ezp078ZnPfAb33nsvPvCBD4SU65uJKIr4+c9/jrNnz+KTn/wknnrqKdx1111l3vl//Md/xDe+8Q1MTU3h05/+ND71qU/hl7/8Jd797nfjda97XUvaRhAEQRCtgPHlKM4QBEEQBEEQBEEQBNERkMeeIAiCIAiCIAiCILoYMuwJgiAIgiAIgiAIooshw54gCIIgCIIgCIIguhgy7AmCIAiCIAiCIAiiiyHDniAIgiAIgiAIgiC6GDLsCYIgCIIgCIIgCKKLIcOeIAiCIAiCIAiCILoYMuwJgiAIgiAIgiAIooshw54gCIIgCIIgCIIguhgy7AmCIAiCIAiCIAiiiyHDniAIgiAIgiAIgiC6GDLsCYIgCIIgCIIgCKKL+f8BFiOavrcTaB0AAAAASUVORK5CYII=" alt="Surprisal">
<p class="chart-title">Figure 3: Self-Information of Gemini Responses</p>
<p>Surprisal ranges: 6.94 – 10.58 bits/word (mean: 8.23)</p>
<p><strong>Interpretation:</strong> Lower surprisal indicates more predictable/formulaic responses. Peaks indicate turns where Gemini deviated from its typical patterns.</p>
</div>
<h3>4. Mutual Information: User ↔ Gemini (50-Turn Window)</h3>
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<img 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PTWrVujbNmy76ynrKBtPDfXrl1D69atMXPmTDg6OorrR40ahcuXL6Njx46YNm2a2LYEQdD4fHN13sMLQ/k1qPyempfHjx8jJSUFycnJCAkJwapVq1CjRg2cP39eLPPo0SMkJiaKyznnrcm5HBQUpGn4ReLChQswMjLCF198gblz56Jz587i+5cybTw32eehA8CrV68QHBws7gMAzMzMMGLECPF1l70+ODgY0dHRue5HXTExMQgJCcGAAQMwdepU8TsZkPVZnpaWJi6PGTMGkZGR4nKHDh0wa9Ys1KlTB4cOHcrzPvr27Ys7d+6Iy927d8esWbMkQ9T/+usvyfuz8vu9cvtUvh0dHY27d++qrPf09IS9vb0kBuW5ZyIiIvDkyZM84yUCUICfPYk+Qjl/od6/f7+k5+vIkSNCpUqVxF9QU1JStNrTrs62bJr+Ui8IgpCWliacOXNG2Lhxo7B8+XJhyZIlwuDBgyU9Q8rDcIu6p71Lly7iL/cxMTGS3oNVq1apfdy7d+9W6VHKlpSUJKmrPEwvZ+9P165dcx0Wq/w4yOVycdRDYmKiYGBgIG4zNDQUhwfeu3dPsu/cevJCQkKE7du3C6tXrxa+//57YcmSJZKexy1btkjK5/W4qlOmZs2a4npXV1chKSlJ3LZ27VpJPeXhssqPnZmZmWT4o/KIlNq1a+caT045Xx95/Q0fPlwyBDIzM1OwtbUVt8+aNUuy38WLF0t6aJSfR3XacZ06dcQyS5YsEQRBEIYMGSLuD8gaBioIghAYGCjpyckexn3z5k3JMfz777+S+1Du8VEePqncczNgwABJnZ07d4rbDAwMJKcwKN+Xi4uLEB8fn+s+u3bt+s7nRRAK19N+/fp1cZ2Hh4fK8NWMjAwhPDxcXJ4wYYJYvnLlykJycrK47fnz55L3gr1794rbco462bNnj1rHli0qKkpwcXER6yv3sunr60tec927dxe35eyJzs3ly5clsX399deS7evWrcu1rWc/zpq28ZyvqZYtW4qPf87h+u3atRP3N3XqVHF96dKlJfelbk+7uu/hmva0K4+8+f3333MtM3DgQMHGxkbo1auX8M033wjTpk1TGW1QtmxZsY0pj7IAIGzcuFGyv3/++Ueyfdu2bWrH+z562vX19YVr166p7Lswn695ef78uWSf2Z+t2cPmmzdvLjnu6tWrC4Kg2tZfvHgh7lPdnnYAklFJe/bskWzLHhn4/PlzySijfv36iXXS0tJUetKz3bhxI8/Xa0ZGhuDr6yt5fWS/3g4cOCCut7S0FDIzM4UnT55IXpsAhA0bNgiCIP2czDmqI5vyCDZ1T/Ggkos97UQ5jBo1CgYGWXM0Dh06FA8fPgQAfPHFF2pNdKRrfv/9dzg5OeHTTz/F0KFDMWHCBEyePBm//vqrWCY1NRWvXr16bzGNHDlSnPCpdOnSkl/SX79+rfZ+Lly4IFkeMGCAeNvExASfffaZuBwUFCT27uU0ffr0d07m07BhQ7EH3tTUFHZ2dpJtTk5OAFRnxFU+nvDwcDRs2BBVqlRBr169MHbsWEyaNAmTJ0+WxJY9cqCwkpKSJL1FPXr0gImJibis/HgBqo9ntk6dOonHBwBVqlQRbxfk+VKWPWriu+++w/Dhw8W4NmzYgKFDh4rlQkJCJG1z3rx5kssNff311+K2mJiYAl9KS7n35OzZs5L/2SNrXrx4gUePHkl6TqpXry62W+XecwBo2rSpJEblHp/snr+kpCSxZx4AtmzZIqmj3HYzMjJw+fLlXOPv378/LCwsxOXKlSuLtzV9bgrCw8MDNjY2ALJ63StVqoTu3btj+vTp2L59O16/fi32oAPSx+r+/fswMTERj9nJyUnSu67cS6qsWrVq6NSpU4HiXL58udiT5ePjg8DAQEyePBlAVo/7wIEDsW7dOiQkJODo0aMAAGNjY40mhyroZHbaauN9+vQR7zvnaCHl9qT8HqVpG9HWe3helHtr8xptNnPmTLx48QLbtm3D//73PyxcuBBXrlxB3759xTJPnz7N8zJuQo4Z/nMuZ9uxYwe+//57lb/33TPapk0bta5soI3nxtHREZUqVRKXAwICEBsbK/ZOZ/egZ/+/ffs2Xr9+LZmErlKlSihTpoxa96dMX19fcnk/5c8b5WO4du2a5DlTft7lcrmkzSvL+Tk3cOBAyX3369dPXI6NjUVISAiArAn6skc2xMfHIygoSPxMcHFxQZcuXQD8fw979ucIIP2cUabctpXbPFFumLQT5eDs7Ixu3boBgDhMWS6XY9SoUQXaT84vAKmpqdoJsAD7vn79OgYMGKBWQq7N+N4l5xdK5R9DlC/D8y6xsbHibXNzc5iZmUm2Ozg4iLcFQcCbN29y3Y+7u/s770s5aQUAQ0PDXLdl/+CTTfl4OnfunGciokxbz8Xr168lbUX58QCyhjgqz4Kc1xc6bT1fyho0aIBJkybh66+/xvr167F27Vpx26+//iomqcrPsToK+sWnadOm4u2zZ88iMjJSTIp69eolHvuZM2ckSbtyvYLEmB1fzudG3Xo5aeO5yR5+nS0lJUWlTHJycq7ljY2NsXPnTvF0m9DQUPz1119YtGgRevfuDWdnZ8npGZo8Vjmp83rN6d9//xVv9+vXDwYGBvjuu+/EH64EQcCoUaPQuHFj8XSoTp06wdTU9J37dnZ2lixnf8nP5uvriyVLluCrr77Ktb622rjy+5Dy+1PObcrvUQVpg8qK4j2hoCpWrKjSdmUyGcaOHStZlz1cOfvHpWzZz3Ney9nJ7rp16zB58mSVv0ePHmkUt6bfDdRt99p6bpSHtgcEBODs2bNi7P7+/pIygiDg7NmzkqRdk6HxQNbnlPLpLjk7S7KPIefnec7h5zk/77LlfL3lLJdzOftz0dLSUuXSd9mfCX5+fuKVCs6cOYO7d++K37v09PTQuHHjXGPR9PVHJRMv+UaUi/Hjx2PHjh3icrdu3VSStpxy9tQqf8lVKBQaf8Dntn/lfQPAgwcPcq3z559/ih9wMpkMf/zxBzp06AAzMzMcOnQoz0vaFLXcvmhpQvlX6rdv3yIxMVGSuL98+VJyH1ZWVrnuJ2eyn5ucMSvLmajnJiQkBDdv3hSX+/Tpg8WLF8PJyQkymQz29vZa/6Xd2tpacuke5ccDyLpk0Nu3byXlc6Ot5ys/Pj4+kuXz58/Dx8dHpZdt4MCB+V4+Kbf5CPLj5+cHuVyO9PR0xMTE4KeffgKQ9QWwcuXK8Pf3R3h4uOQLGiDtOckZ47x58yQjGnKTsy127NhR/CKcm7x62LTx3CiPGgGyzjvPKftyVrmVb9q0KcLCwnD9+nUEBgbi4cOHOH/+PAICApCWlobJkyejY8eOqFSpkuSx8vT0xKBBg/KMK6/nWZ3Xa07KX/Czv0zLZDJs3LgR0dHR4uW+suc1MDQ0VPvykk5OTnB3dxfPaz969CgiIyPFXsaaNWuiZs2auH37NpYuXapSX1ttvLDvUQVR1O8Jtra2Yk92YXvus2OrUKECzMzMxPPalds0AJXPaOXzwQtLk8/vnNRt99p6bj799FP88ssvALJGLGRfV1wul6NevXoAsn58zX7/3LRpk9jRASDf97P8qBt/zvfQqKgoyXLOz7tsOV9vL1++lPygk7Oe8udikyZNcOnSJQBZSXv2D0L+/v7i8T5+/Bi//fabWKdmzZp5frYqt+2c76tEOTFpJ8qFr68v6tatiytXrgBQbwK6nB8gFy9eFCeG+umnn/JNyJQ/pPIawq28/8uXL0MQBMhkMty6dQv79+/PtU5MTIx4u1SpUvjss8/ELw87d+7M93g+BA0aNJAsb9myBSNHjgSQ9cVI+Rhr1qypVq9ZUVF+LoCsiW+ye+hOnTqVb/swMDAQJ4nLq33kxtTUFDVr1hSHYf/555+YO3eumFDmnJwv5+P5PmW/1rJlD5OuUqUKbGxsxMcvOTk512v9RkVF4dy5c3BxcRHXqfO6Mjc3R926dcUREKtWrQLw/184/f39sXXrVvz999+Ii4sDkDWEslGjRuI+cj5utra2YjtUdufOHfFLmpmZGby8vMTnJiYmBuPHj1f5whoXF4fDhw9rfK1rdWQn09k9UFu3bsWYMWPEx/LIkSO4evWqWD77CzuQ1SsfFhYGDw8P1KlTR+yJEgQB1tbWiIuLg0KhwM2bN1GpUiU0aNBAHEXx4sULsTdeWUZGBvbv3y+5n8KqUqWK2AO+fv16DBs2DGXLloWBgQH+/PNPVKtWDeHh4WL5sWPHFuja2uPHj5e893Tv3h179+5V6d3NKzZN2/jHqkKFCmLSntsw9Pv372Pnzp0YO3YsSpUqJa4XBAGrV6+WlM1OvvX19dGuXTvxc+HAgQP4/vvvYWhoCEEQsGvXLrFOvXr1xB7X7IkWC0OTz+/ilrOnPHvCxjp16oifIaampvD29sbFixdVJnTUtKddXbVr15b8KP3777+LE3+mp6fn+R0n5/v15s2bxQkeMzMzJQl36dKlJcPzmzZtim+//RYAcOLECfH93N/fHxUqVICTkxOeP3+OH374QVInN5GRkUhPTxeXc06ESJQTk3aiPGzZsgX37t2DXC5X67xGS0tLVK5cWRxau2DBAty4cQPJycmSoZm5Uf7SevDgQXHGVFtbW7Enqm7durhx4wYA4PTp06hfvz6cnJzwzz//SGZTVab8YfPmzRu0a9cODRo0wNmzZ3Hs2LF3HpOua9euneTL+NixY3HlyhU4Oztjz549iIiIEMvmNwP3+1CpUiXo6emJIx/Gjx+PwMBAxMTESOYXyI2zs7N4LEuXLkVMTAxMTExQq1YtNGvWLN+6X331Ffr37w8g65z6unXrokuXLnj+/LnYcwJknQv9PkdenD9/Ht9//z0EQUBoaKjKDwgNGzYEkNVDNXHiRHGm/J07dyI0NBQtWrSAhYUFIiMjcfXqVVy6dAl+fn7ieYWAeq8rIKv3JDtpz+6FVU7aAYgJOwDUqlVLkijUrFkTLVq0wPHjxwFkzWh8+PBheHt7Q09PDxERETh//jzu3r2L2bNni8MoJ0+eLJ6Hee7cOdSoUQMdOnSAtbU1YmJicOPGDZw9exaOjo7o1auXpg/1O+np6WHEiBHiTMkvXryAu7s7atSogaSkJNy+fVtSXvlUoTdv3qBq1arw9PSEj48PnJycYGJigrNnz0oes+ykZezYsVi/fj1SUlIQGxsLLy8v9OjRAy4uLnj79i2Cg4Nx6tQpvHnzBmFhYXn2UBXUqFGjsG/fPgBZyW/16tXRr18/WFlZ4d9//5Uk7EDWKRojR45UmaMiL8OGDcO+ffvEHvtz586hYsWK6NSpEypXrpzvvASFaeMfq4YNG+L06dMA/n/0g7KkpCTMnDkT3377LVq1aoUaNWogNTUVx44dw7Vr18RyVapUkSRNU6dOxd9//42MjAyEhYWhcePGaNeuHc6ePSv2oAJZ58trkyaf38XNzc0NZcuWFedYyU6OcybjjRo1wsWLFyVDvZ2dnYs8CXVyckKbNm3EOUN+++03xMfHw8vLC4cPH5bMDq+sZs2aaNasGU6cOAEg68oNoaGh8PT0xLFjxyTnvI8fP14ySqJhw4YwNDREWlqa+CNn6dKlxR9V/f39sWPHDsl7X17nsyv/EFquXDnxFCOiPL2/Oe+IdE9us8e/S16zxwuCIPz888+S/WX/VahQQXId35z1lK8Xrfzn6ekplrlz506u1wk3MTGRXCdZefbZmJgYwcnJKdd955wNOntmdEEo+tnjle8r52Oac2bd/LYJgnrXaR83bpykjrozGuf3OOTXDvJ6HEaMGJFrfM2aNROcnZ3zPE7lGbeV/0aPHv3O+xSEd1+n3cnJKd/rtBf0agW5UXf2eADC4MGDJXXVuYY1AKFRo0aSeuq8rgRBEE6cOKFSRnmWZuXrDgOqs4MLgiC8fPky3+u05/VYTps27Z11cj7G+T3Xyq/rnI9HflJSUoSWLVsWOP4XL168s46Pj4/kese7d+9Wuc56bn+FfU/KaeHChble0z77TyaTCcbGxuKyh4eHEBcXp/b+ExMThaFDh6rVxvX09CRXa9Ckjec3G3fO91zlbfm9/6k7e7y67+Gazh6vfH/lypVT2Z5zBvDc/pydnYXg4GCVuj/++KOgp6eXZ72c1wJXx7tmj9fk81sQ3v35l/OxKshzo44+ffqoxHzgwAFJmYMHD6qU6dWrl8q+1J09PudjkF+90NBQwd7ePs/XSl5t78WLF0LVqlXzbT85r9Oezd/fX1KuQ4cO4rY1a9ZIthkYGEiu7qFM+UpFQ4cOzespIBJxIjoiLRo6dCh++ukneHh4wNDQEGXKlMHIkSPF61znpWPHjlizZo1YLzdVq1bFP//8A39/f5iYmMDS0hIdOnTApUuXJEN1lZUuXRpnz55F165dYWlpCRMTE9StWxd///13vueSfkg8PDxw8+ZNzJkzB7Vr14a5uTkMDAzg6OiILl264OjRoxpfS1zbVq9ejXnz5qF8+fKQy+UoV64cJk+ejP379+d7zumCBQswfvx4lC1bNtfr8r7L0qVLcfz4cXFuBrlcDnNzc3h5eWHmzJkICgoq0uHX7yKXy+Hk5IR27dph+/btKtcX19PTw5YtW3Dw4EF069YNZcuWhaGhIYyMjFC+fHl06NABK1aswLZt2yT11HldAVnDJZUnO7KwsEDNmjXF5eye8Wy59ZzY29vj0qVLWLduHZo2bQpbW1vo6+vDzMwM7u7u6NevH37//XdxxvJsCxcuxLlz59CvXz+4ubnByMgIcrkczs7OaNmyJRYuXCj2CBUlIyMjHD58GFu3bkWbNm1QpkwZyOVyGBsbw83NDX379kVAQADmzJkjqWdtbY01a9agd+/eqFq1KkqXLg19fX1x0qb58+fjxIkTkvbduXNn3L59GxMnTkT16tVhbm4OfX192NjYwNfXF5MnT8a5c+cKPD/Bu0ybNg3nzp1Dz5494ezsDAMDA5iZmaFatWoYN24cgoKC8Oeff4rn0N69exe9evXK83rxOZmamuLnn3/GjRs3MGbMGNSsWRNWVlbQ19eHubk5qlSpgq5du2LVqlWIiIhA586dxbqatvGPVaNGjcRRDo8fP1Y5fcbT0xOHDh3CyJEj4eXlhTJlysDAwACWlpbw8fHB/Pnzcfv2bXh4eKjse9iwYbh48SI+++wzsZ3b2tqiXbt2OHbsGObNm6f149Hk81sX5OxV19PTE0dBZfPz81P5XNL0fPaCcnNzE59LKysrmJiYwNfXF/v378/3O06ZMmVw5coVLF26FL6+vihVqhQMDAxgZ2eH1q1bY/v27di1a1eun8s53/+VPx9yHre3t7fk6h7KlE/HGDJkiDqHSyWcTBA4dSERERER6Y4lS5aIl7ubOHFirpP4EX2Ibty4IU4uWq1aNdy6dauYI6IPAXvaiYiIiEinjBo1SpyB/5dfflG5JBvRh0p59F9RjOygjxOTdiIiIiLSKWZmZpg1axaArAkPN2zYUMwRERXes2fP8McffwDIukpBSZhYkrSDw+OJiIiIiIiIdBR72omIiIiIiIh0FJN2IiIiIiIiIh3FpJ2IiIiIiIhIRzFpJyL6QPn6+kImk8HIyAjPnj0r7nCIitycOXMgk8kgk8m0fh13+rAsWbJEbAvr168v7nCIiIoUk3Yiog/Q7t27cfHiRQBAnz594OzsLG7btGmT+GVWJpPh1KlTxRRl4TVu3FhyLDKZDNevX8+1bPaPGMp/4eHh4nZdf1xevnyJ+fPno1GjRnBwcIChoSHMzMzg6emJoUOH4vDhw+DcsZrJ2S5kMhn09PRgZmaGKlWqYPDgwbhx40Zxh0kFMHz4cFhaWgLIumxWUlJSMUdERFR0mLQTEX2AZs+eLd4eP358MUby/q1atUpl3ZUrV8QfMT5Ea9euhaurK2bNmoUzZ84gKioK6enpSEpKQnBwMH755Re0bdsWERERxR3qR0MQBCQlJeH+/fvYtGkT6tWrh0OHDhV3WKQmS0tLDBo0CADw4sUL9rYT0UeNSTsR0Qfm/PnzuHXrFgCgSpUq8PLyKt6A3rPt27cjOjpasm7lypXFFE3hLV68GKNHj0ZKSgoAQF9fHx07dsTcuXMxb948DBgwAA4ODsUc5cejTp06WLJkCebPn4+2bduK69PT0zFjxoxijIwKqlevXuLtH3/8sRgjISIqWkzaiYg+ML/++qt4u1u3blrb7/379zFy5EhUqVIFpqamMDU1ReXKlTF8+HDcu3dPUnblypXiMOMKFSpItjVo0EDctm/fPnH9jh07xPWWlpbIyMgoUHx6elkfWampqdiwYYO4PjIyEjt37gSQlfB+SIKDgzF9+nRx2d7eHleuXMHevXsxa9YszJw5E5s3b8aTJ0/w448/wtTUVCz7yy+/4LPPPoOHhwdsbW0hl8thaWkJLy8vTJkyBa9evVK5P1dXV/E5mDNnDq5du4b27dvDysoKpqam8Pf3x9mzZ1XqKQ8r37RpE44fP44mTZrA3NwcFhYWaNOmDe7cuZPrMYaGhmLcuHHw8PCAmZkZTExMULVqVUydOjXXGAHg1q1baN++PSwtLWFpaYnWrVvneVpEQXl6emLSpEmYMWMGDh48iHr16onbgoODtXIMr169wqRJk+Dp6QkzMzMYGhqiTJky8PHxwZgxYySjQk6dOiV5fENDQ7FixQpUrVoVxsbGcHZ2xsSJE5GQkJBrbCdOnED37t1RtmxZGBkZwdLSErVr18bs2bMRGxurUl7TNnDr1i3069cPrq6uMDIygomJCcqVK4emTZti2rRpuc6rsX//fnTq1AmOjo4wNDSEtbU1mjZtit9//z3XUz0CAgLQpUsXODs7w9DQEObm5nB1dUWbNm0wZ84cxMXFScrXr19fPDUoJCQE586dy/UxIiL64AlERPRBKVeunABAACAcOHBAZfuvv/4qbgcgnDx58p373Llzp2BsbCypp/xnZGQkbNu2TSx/8+ZNyfZnz54JgiAISUlJgqGhobh+0qRJYp3Ro0eL69u2bavWsTZq1Eis4+XlJZQvX14AIDg7Owvp6emCIAjCrFmzxDJdunSRxBUWFlaox0UQBCEsLCzPxyWvP+X7zc+IESMk9f766y+16gmCIHh7e+cbg7Ozs/i8ZMt+/AAIPj4+glwuz/W5Dg4OltRT3t6wYUNBJpOp1LOxsRGioqIk9fbs2SOYmprmG2PO+7py5Ypgbm6uUtbY2Fho1qyZuFy+fHm1Hyvl/QwcOFCyrWvXrpJ4ciroMSQnJwtVqlTJ97mZMmWKWP7kyZOSbU2bNs21Tt26dYXk5GRJbBMnTnxnG7h9+7akjiZt4M6dO/k+BgCEw4cPi+UzMzOF/v3751u+R48eQkZGhljnn3/+EfT19fOtc/fuXZXnp1u3buL22bNn598QiIg+UOxpJyL6gDx+/BiPHz8Wl+vUqVPofT58+BD9+/cXh2fb2Nhg4sSJ+Oqrr2Brawsgq3d74MCBePDgAQCgevXq4jYgq4cMAC5duoS0tDRx/ZkzZ1TKAECTJk0KHKe+vj7GjBkDAHj27Bl27dqFtLQ0sde9QoUKaN++fYH3W5xOnDgh3ra2tkbnzp3Vrmtvb48OHTrgyy+/xLx587BgwQKMGjUKNjY2ALIeo//973951r98+TIcHBwwZcoU9OnTR1yfmpqa7+kG586dQ5UqVTB9+nTJ8PKYmBhs3LhRXA4LC0Pv3r3FCcI8PT0xY8YMTJ8+HeXLlxdj7NatGzIzMwEAgiBgyJAhePv2LYCsHv6+ffvim2++gaurq+TxKqyUlBT8+++/OH78uLjus88+k5TR5BhOnjyJkJAQAICxsTFGjx6NhQsXYty4cWjbti3MzMzyjevff/9Fp06dMGvWLNStW1dcf+XKFSxevFhc3rp1K5YtWyYuZ8c2ZMgQccTJs2fP0LVr1zxHtajbBjZv3iw+BmXLlsXUqVMxf/58DB8+HA0bNlQZ4bJ48WJs3boVQNZz2L17d8yfPx9DhgyBXC4HAPz555/47rvvxDo//vij+Bi6u7tj5syZmDt3LoYOHQpvb2/IZLJcj0H5MVJ+jyEi+pgYFHcARESkvkePHom3DQ0NtXKu85o1a5Camgogawj6qVOnUK1aNQDAoEGDULNmTSgUCqSlpeGHH37AihUrIJPJ0LhxY+zatQtA1pflnj17il+abWxsEBMTg+vXryMxMRHp6em4ffu2eJ9NmzbVKNbPP/8cc+bMQWJiIlatWoW0tDS8fPkSADB69GhxCL02lS5dGkuWLClwHXUoDymuXLlygeI/dOgQkpKScOHCBYSGhuLt27dwc3ODn58f9u7dCwA4evRonvXNzMxw6dIlODk5AQCSkpKwZ88eAFkJYl5cXFxw+fJlWFhYAABq164tzryuXG/16tVITk4Wj+3q1aswNjYGAIwZMwYuLi7IzMzE3bt3cfDgQXTs2BGXLl0S52sAgG+++Qbz588HAHz99deoWLFinkPq1bV582Zs3rxZsi77x4GFCxdK1mtyDNk/fgFAo0aNsGbNGsk+U1NT8z2GYcOGiednz5gxA7Vq1RJPPfjpp58wa9YsAMDSpUvFOq6urrhy5QpMTEwAZP2YN2rUKABZp70cOHAg1x+E1G0Dysc0evRoTJ06VbKf169fi7cVCoUktuzkO5u7uzu+/vprAMCyZcswdepU6OnpSe5j9uzZkvPVgazTYLJni1dWtmxZ8bby+yMR0ceESTsR0QdEeQI2a2trrezzwoUL4m1vb28xYQeAatWqwdvbW/wCr1y2SZMmYtKefQ5s9v/PP/8cq1atQnJyMi5evIjk5GQoFAoxbk0nz7OyssKAAQOwbt06XLhwQRx1YGZmhqFDh2L37t0a7Tc/lpaWmDRpktb3W1jLli3D7NmzxV7p3Dx9+jTPbZ06dRKTNSBrUsNsyklYTv379xcTdiArmc1O2pXrKZ9ffP/+fTGhzM358+fRsWNHXL16VbK+b9++4m1LS0t06NBBMqeDtnh7e2PWrFliQp5Nk2OoW7cujIyMkJqaiqNHj8LT0xM1atRA5cqVUatWLTRr1kxyicac+vfvL96Wy+X47LPPxKtFPH36FC9fvoSFhQWCgoLEcj169JDENmDAADFpB7Jet7kl7eq2AX9/f/GqDTNmzMC+ffvg7u6OKlWqoF69evD39xd720NCQiQ/SsybNw/z5s3L9VhjYmJw//59uLu7w9/fX5wDY9CgQdiwYQMqV66MKlWqoGHDhvDx8cm1tz17ZAkAlQkqiYg+FkzaiYhKOOXJqnLruVdep/xFXrm3/NatW4iJiRGT+qZNm+LSpUs4deoUzpw5o9L7WJge8bFjx2LdunUA/r+neuDAgShVqpTG+8xPfHx8gWem/uKLL3LtFczJ2dlZPOXg/v37EAQhz2HAyvbs2YOvvvrqneWUT1XIydXVVbJsZGQk3s7+gaUw9XKbBC0v2cnWmzdvJOvt7e0ly9oYWVKnTh189tlnuH//PrZs2YK0tDRcvXoVn376KQIDAyX3ockxlC1bFps2bcLYsWPx6tUrBAcHSya4Mzc3x08//aTSk5ztXcf85s0bZGRkSCZyy1nGzMwM5ubm4g86ef0Io+5z2b17d0yaNAmrV69GamoqLly4IPkBr3z58jh48CA8PT0L9JgBWY+bu7s7vvzySwQFBeGPP/5AamoqTp06hVOnTonlqlWrhmPHjsHR0VFSX8hlQjsioo8Nk3Yiog+I8nnk+fWGFoTyUO7soebKlNcp9+67u7vD0dERL168gEKhwNq1a5GQkAB9fX34+vrC398fp06dQkBAgDjEGNDsfHZlHh4eaNmyJY4dOwYga2jz2LFjC7XP/MTGxmLy5MkFqtO9e3e1kvZmzZqJSfvr16+xd+9etc5r37Fjh3jb3Nwcf//9N/z9/WFsbIy1a9di9OjR79xH9rnF2dT5saAg9ZTblaenp3hN7dxkj+6wsrKSrI+Kinpn+ywoT09P8fls1qwZevfuDSBr+PX06dMl5+VrcgxA1qXIunXrhsuXL+PWrVt48OABTp48iRs3buDt27cYOnQo2rdvD3Nzc5X9REVFSXq8cx6zlZUVLCwsIJPJxIQ1Z5nExETJCIy8RuUUpA0sWbIEM2bMwPnz53Hv3j3cv38f+/btw/PnzxEREYFRo0bh9OnTKqeGDBw4UPLY5JT9w4GBgQG2bNmCpUuX4vz58wgJCUFISAh2796N169f4/bt25g6darKqQ3KPxLY2dnleT9ERB8yJu1ERB8Q5curpaWlISoqSqVnrqAaNGiAy5cvAwCuXbuGO3fuwNPTEwBw+/ZtXLt2TVJWWZMmTfDHH38AgDh81svLCxYWFvD39wcAXLx4UTIRlqbnsysbP368mLS3aNEC7u7uhd5ncRgzZgx++ukncQKukSNHws3NDTVr1pSUS09Px+bNm9GxY0fY29sjJiZG3FahQgW0aNECQFbvaPYpC8VNuV29ePECvXv3VhkWnpGRgf3794uXXcs5seLvv/8untMeHx+P/fv3azXGXr16Yf369Th9+jSArPPdv/nmG/F1pskxxMbGIiEhAeXLl0fDhg3RsGFDAFk/ymQntElJSQgJCYG3t7dKTFu3bhVfO+np6eLlDIGskRnZveo1a9ZEYGAggKxJ3ebOnSsOkd+yZYtknzlftwUVFhYGa2trWFlZoU2bNmjTpg0AoGXLlujatSsAiJfkq1KlijinBQAkJyfnenpJVFQUzp07BxcXFwBZw+pdXFxgZ2eHTp06ieWqVauGiRMnSu5D2ZMnT8TbOS8/SUT0sWDSTkT0AXF1dYWzs7M4LPz69eto3bp1vnWGDx8uOQc5m7e3NzZs2IDRo0dj3bp1SE1NhUKhQKNGjTBw4EDIZDJs3rxZHCZraGio0oOrnLRnn8eanXD4+vpCX19f0stub28v/iBQGG3atMHevXuhUChQvXr1Qu8vP66urkU2BNfT0xPz588Xr9UeGRmJOnXqoH379qhVqxZkMhkePnyIo0eP4uXLl2jevDmArMQoe9bzoKAg9O7dGx4eHjh8+LDkGuDFaezYsVi/fj1SUlIQGxsLLy8v9OjRAy4uLnj79i2Cg4Nx6tQpvHnzRkwK69WrB09PT3HitQULFiA8PByurq7YtWtXoSehy80333wjJu2ZmZn49ttvxdMhNDmG+/fvw9fXF3Xr1kXNmjXh5OQEAwMDHDlyRHK/OUcVZPvpp58QHR2NGjVq4PDhw+JjAWRNUpftq6++Es9/Dw8PR926ddGlSxc8f/5c0htduXJltGvXrlCP0Y4dOzB79mw0btwYn3zyCRwdHZGYmIht27apHI+enh4mTpyIb775BgCwc+dOhIaGokWLFrCwsEBkZCSuXr2KS5cuwc/PD126dAEALF++HFu3bkWzZs3g5uYGBwcHxMbGSn6AyO0xU54HIfu9h4joo1Oc15sjIqKCGzhwoHhd4lmzZqlsz3k98rz+GjVqJNYp6HXasz169EilrPK1xuvUqSPZ9tlnnxXoWJWv0+7t7f3O8jmPXRvXaX8fVq5cKRgZGb3zOcs+ngcPHggWFhYq2w0MDIS+fftK1ilTvkZ3zmtaz549W9yW8xroyvv79ddfJduU26NymxIEQdi9e7dgZmam9nEJgiBcunQp1zpyuVxo0KBBnjHmR3k/Oa/TLgiCULduXXG7oaGh8OTJE42P4cKFC+8s27VrV3H/Oa/T3q5du1zreHt7C0lJSZK433Wddicnp3yv065uG1i0aNE7j2nVqlVieXWu056zvQwfPjzfsnp6esLu3bsl8SoUCsHZ2VksExAQkE8rICL6cPE67UREH5ghQ4aIt7U1FLpHjx4IDAzEiBEjUKlSJRgbG8PY2BgVK1bEsGHDcOPGjVwnzqpQoQLKlSsnWefn5yfeztnzVdjz2T9W48aNQ1hYGObMmQM/Pz/Y2dnBwMAApqam8PDwwMiRI3Hq1Cnx2uCVKlXCmTNn0LJlS5iamsLc3ByNGjXCiRMnxN54XdC5c2fcvn0bEydORPXq1WFubg59fX3Y2NjA19cXkydPxrlz5yQTovn4+ODcuXNo06YNzM3NYW5ujmbNmuHUqVPiaQDaNm3aNPF2Wlqa5HroBT2GKlWqYOnSpejatSsqV66MUqVKQV9fH9bW1mjYsCFWrlyJ7du35xnL6tWrsWbNGlStWhVGRkZwdHTE+PHj8e+//6rMXr906VIcP34c3bp1g5OTE+RyOczNzeHl5YWZM2ciKChIKyNbOnfujFmzZqF58+ZwdXWFqakpDAwM4OjoiHbt2mHfvn2SeSX09PSwZcsWHDx4EN26dUPZsmVhaGgIIyMjlC9fHh06dMCKFSskPfVDhw7FlClT8Omnn8LFxQXGxsYwNDSEi4sLevTogdOnT6vM93Dx4kVx1FHlypUl7z1ERB8TmSBw2k0iog9NtWrVxGGzQUFBRT5EnIiKxqlTpyQ/ZoWFhanM6k65Gz9+vDiXxvfff6/WFRWIiD5E7GknIvoAzZ07V7y9cuXKYoyEiOj9i4+Px6ZNmwAAjo6OGDlyZPEGRERUhJi0ExF9gLp16ybOVr1161Y8f/68mCMiInp/NmzYgPj4eADArFmzYGpqWswREREVHQ6PJyIiIiomHB5PRETvolM97WfOnEGHDh3g5OQEmUyGPXv2vLPOqVOnULt2bRgZGaFSpUriUCkiIiIiXde4cWMIgiD+MWEnIqKcdCppT0xMRM2aNfHDDz+oVT4sLAzt2rVDkyZNEBgYiC+//BKff/45jh49WsSREhERERERERU9nR0eL5PJsHv3bpXLeyibMmUKDh48iNu3b4vrevXqhTdv3uDIkSPvIUoiIiIiIiKiomNQ3AEUxoULF1SuR9uqVSt8+eWXedZJTU1FamqquKxQKBAbGwsbGxvIZLKiCpWIiIiIiIgIACAIAhISEuDk5AQ9vfwHwH/QSXtkZCQcHBwk6xwcHBAfH4/k5GSYmJio1Fm0aJHkUklERERERERExeHJkycoW7ZsvmU+6KRdE9OmTcPEiRPF5bi4OJQrVw4RERGwtLQsxsjofVMoFHj16hVsbW3f+esWUXFgGyVdxzZKuo5tlHQd22jJFR8fj/Lly8PCwuKdZT/opL1MmTJ4+fKlZN3Lly9haWmZay87ABgZGcHIyEhlvZWVFZP2EkahUCAtLQ1WVlZ8kySdxDZKuo5tlHQd2yjpOrbRkiv7+VbnFO0PumX4+vrixIkTknXHjx+Hr69vMUVEREREREREpD06lbS/ffsWgYGBCAwMBJB1SbfAwEA8fvwYQNbQ9gEDBojlR4wYgdDQUHz99de4d+8e1q5di507d2LChAnFET4RERERERGRVulU0n716lXUqlULtWrVAgBMnDgRtWrVwqxZswAAL168EBN4AHBzc8PBgwdx/Phx1KxZE0uXLsXPP/+MVq1aFUv8RERERERERNqkU+e0N27cGPldNn7Tpk251rlx40YRRkVERERERB+izMxMpKenF3cYeVIoFEhPT0dKSgrPaf/IyOVy6Ovra2VfOpW0ExERERERFZYgCIiMjMSbN2+KO5R8CYIAhUKBhIQEtSYkow+LlZUVypQpU+jnlkk7ERERERF9VLITdnt7e5iamupsQiwIAjIyMmBgYKCzMVLBCYKApKQkREVFAQAcHR0LtT8m7URERERE9NHIzMwUE3YbG5viDidfTNo/XtmXII+KioK9vX2hhsrzxAkiIiIiIvpoZJ/DbmpqWsyRUEmX3QYLO68Ck3YiIiIiIvrosOeaipu22iCTdiIiIiIiIiIdxaSdiIiIiIiISEcxaSciIiIiItJBc+bMgUwmg7OzMxQKhcr2hg0bQiaTYdCgQe8/uPfk+fPn6NatGywsLFC6dGl8/vnniI+Pf2e9SZMmwdPTExYWFrC0tETdunWxfft2lXIymUzlr0yZMpIyDx8+xIgRI+Dl5QUDAwNUq1ZNa8enDs4eT0REREREpKPkcjlevXqFM2fOoHHjxuL6iIgIXLhwAebm5sUXXBFLT09Hq1atAAB//PEHkpKSMGnSJPTp0wcHDhzIt+7bt28xbNgwuLu7QyaTYdeuXejduzcUCgX69OkjKTt27FjJOkNDQ8n2O3fu4ODBg6hXrx4UCkWuP6AUJSbtREREREREOsrQ0BDNmzfHtm3bJEn79u3b4enpWahLiem6Xbt24c6dO7h79y6qVKkCALC2tkarVq1w+fJl+Pj45Fl3/fr1kuVWrVohODgYmzZtUknay5Urh/r16+e5rw4dOqBTp04AgEGDBuHq1auaHpJGODyeiIiIiIhIh/Xu3Ru7du2SXDrsjz/+UEk+s929exedOnVCqVKlYGZmhnbt2uHRo0eSMkuXLkXdunVRqlQp2Nvbo3379rh//76kzKBBg1CtWjWcOnUKtWrVgpmZGXx8fHDt2jXtH2QuDh8+jBo1aogJOwC0aNECpUuXxqFDhwq8PxsbG6SlpRW4np5e8abNTNqJiIiIiIh0WIcOHZCamopjx44BAIKDgxEUFIRevXqplA0NDUWDBg0QGxuLTZs24Y8//kB0dDSaNWuG1NRUsdzTp08xZswY7N27Fz///DMUCoVYT1lkZCTGjRuHyZMnY+fOnUhJSUGXLl3eee3xzMxMZGRk5Pv3rmHm9+7dg7u7u2SdTCaDu7s77t27l29dABAEARkZGXjz5g22bt2KY8eOYcyYMSrlFi1aBLlcDisrK/Ts2ROPHz9+577fJw6PJyIiIiKikmHZsqy/d6ldG9i3T7quY0fg+vV31504MesvW0IC4OGhur4ATE1N0alTJ2zfvh3t2rXDtm3b4OvrCzc3N5Wyc+fORenSpXH8+HEYGxsDABo0aIAKFSpg48aNGDVqFABg+fLlYp3MzEy0aNEC9vb22LVrF7744gtxW2xsLE6fPg1PT08AgJmZGZo0aYJLly7Bz88vz5grVqyIiIiIfI9r4MCB2LRpU57bX79+DSsrK5X11tbWKj8u5ObEiRNo0aIFAMDAwABr1qxB9+7dJWUGDBiA9u3bw8HBAbdv38b8+fPh5+eHmzdvwtra+p338T4waSciIiIiopIhPh549uzd5VxcVNdFR6tXN+fM5oKQVU+NGc/z07t3b/Tp0wfJycnYvn07xo0bl2u5Y8eOoVevXjAwMEBGRgaArCS3Vq1auHLlilju4sWLmDlzJq5fvy5JgHMOkXdychITdgCoWrUqgKye+vzs379f0rOfG1tb23y3F1a9evVw5coVxMXF4ciRIxg7diwMDAwwdOhQsczmzZvF259++in8/PxQu3Zt/PTTT/j666+LND51MWknIiIiIqKSwdIScHZ+dzk7u9zXqVPX0lK6LJNl1cu5voBatWoFuVyOWbNmISwsDJ999lmu5V69eoUVK1ZgxYoVKtuyZ0V//PgxWrZsiTp16mDDhg1wcnKCoaEh2rVrh5SUFEmdnD3d2fvIWS6nqlWrQhCEfMu861xxa2trxMXFqax//fo1XHL7YSUHCwsL1KlTBwDQrFkzZGRkYOLEiRg0aFCeE/hln0P/vs7bVweTdiIiIiIiKhkKMURdZbi8uiwsgHf0SqtDLpejW7duWLZsGZo1awYHB4dcy5UuXRrt2rUTh8FLQ7EAABw5cgRv377F33//LSblGRkZag05V5c2hse7u7vj1q1bknWCICAkJEQc9l4Q3t7eWLFiBaKjo1Wuxa7LmLQTERERERF9AD7//HNERUVh2LBheZZp3rw5bt++jVq1auXZm5ycnAyZTAa5XC6u27lzpzicXhu0MTy+TZs2+O233/DgwQN88sknALLOU4+JiUHbtm0LHNPZs2dhaWmZ7/0GBgYiJCQEgwcPLvD+iwqTdiIiIiIiog+Aj48P9uzZk2+ZuXPnom7dumjVqhW++OILODg4IDIyEqdPn4a/vz969+6Npk2bAgAGDx6M4cOH486dO1i6dGmuk75pqnr16oXeR/fu3bFw4UJ069YNCxcuRFJSEiZNmoR27dpJrtE+dOhQbN68WfzRISgoCFOmTEGPHj3g6uqKt2/f4sCBA/j555+xaNEiGBhkpcHff/89Hj16hMaNG8Pe3h63b9/GggUL4OLigs8//1zcf1JSkniJuYiICMTHx2PXrl0AgEaNGsEut9MptIhJOxERERER0UeiUqVKuHz5MmbMmIFRo0bh7du3cHR0xKeffooaNWoAyEqoN23ahDlz5qB9+/bw8vLCrl270KNHj2KOXkoul+PIkSMYN24cevfuDQMDA3Tt2lUy8z2QNft9ZmamuOzg4AArKyvMmzcPkZGRKFWqFNzd3bF792506tRJLFelShX89ddf2LFjBxISEmBnZ4d27drhf//7n+QHjKioKJXHJnv55MmTaNy4sfYPXolMeNfsAB+5+Ph4lCpVCnFxcbAs5OQQ9GFRKBSIioqCvb39OyfBICoObKOk69hGSdexjZZMKSkpCAsLg5ubm3jJM12VfR1xAwMDyGSy4g6HtCy/tliQPJTvXkREREREREQ6ikk7ERERERERkY5i0k5ERERERESko5i0ExEREREREekoJu1EREREREREOopJOxERERERfXRK+EWySAdoqw0yaSciIiIioo+GXC4HACQlJRVzJFTSZbfB7DapKQNtBENERERERKQL9PX1YWVlhaioKACAqampzl4Dnddp/zgJgoCkpCRERUXBysoK+vr6hdofk3YiIiIiIvqolClTBgDExF1XCYIAhUIBPT09Ju0fISsrK7EtFgaTdiIiIiIi+qjIZDI4OjrC3t4e6enpxR1OnhQKBWJiYmBjYwM9PZ65/DGRy+WF7mHPxqSdiIiIiIg+Svr6+lpLnIqCQqGAXC6HsbExk3bKE1sGERERERERkY5i0k5ERERERESko5i0ExEREREREekoJu1EREREREREOopJOxEREREREZGOYtJOREREREREpKOYtBMRERERERHpKCbtRERERERERDqKSTsRERERERGRjmLSTkRERERERKSjmLQTERERERER6Sgm7UREREREREQ6ikk7ERERERERkY5i0k5ERERERESko5i0ExEREREREekoJu1EREREREREOopJOxEREREREZGOYtJOREREREREpKOYtBMRERERERHpKCbtRERERERERDqKSTsRERERERGRjmLSTkRERERERKSjmLQTERERERER6Sgm7UREREREREQ6ikk7ERERERERkY5i0k5ERERERESko5i0ExEREREREekoJu1EREREREREOopJOxEREREREZGOYtJOREREREREpKOYtBMRERERERHpKCbtRERERERERDqKSTsRERERERGRjmLSTkRERERERKSjmLQTERERERER6Sgm7UREREREREQ6ikk7ERERERERkY5i0k5ERERERESko5i0ExEREREREekoJu1EREREREREOopJOxEREREREZGOYtJOREREREREpKOYtBMRERERERHpKCbtRERERERERDqKSTsRERERERGRjmLSTkRERERERKSjmLQTERERERER6Sgm7UREREREREQ6ikk7ERERERERkY5i0k5ERERERESko3Quaf/hhx/g6uoKY2Nj1KtXD5cvX863/IoVK1ClShWYmJjAxcUFEyZMQEpKynuKloiIiIiIiKjo6FTSvmPHDkycOBGzZ8/G9evXUbNmTbRq1QpRUVG5lv/jjz8wdepUzJ49G3fv3sXGjRuxY8cOTJ8+/T1HTkRERERERKR9OpW0L1u2DMOGDcPgwYNRtWpVrF+/Hqampvjll19yLX/+/Hk0bNgQffr0gaurK1q2bInevXu/s3eeiIiIiIiI6ENgUJjKr169wqtXryCTyWBrawsbGxuN95WWloZr165h2rRp4jo9PT00b94cFy5cyLVOgwYN8Ntvv+Hy5cvw8fFBaGgoDh06hP79++d5P6mpqUhNTRWX4+PjAQAKhQIKhULj+OnDo1AoIAgCn3fSWWyjpOvYRknXsY2SrmMbLbkK8pwXKGlPTEzEn3/+ib179+L8+fN49eqVZLutrS18fX3RuXNn9OjRA2ZmZmrv+9WrV8jMzISDg4NkvYODA+7du5drnT59+uDVq1fw8/ODIAjIyMjAiBEj8h0ev2jRIsydO1dlfXR0NM+FL2EUCgXi4uIgCAL09HRq0AkRALZR0n1so6Tr2EZJ17GNllwJCQlql1UraY+JicGiRYuwYcMGpKSkoEaNGujUqRMqVKgAa2trCIKA169fIywsDNeuXcOwYcMwduxYDB8+HFOnToWtra3GB5OfU6dOYeHChVi7di3q1auHhw8fYvz48Zg/fz5mzpyZa51p06Zh4sSJ4nJ8fDxcXFxgZ2cHS0vLIomTdJNCoYBMJoOdnR3fJEknsY2SrmMbJV3HNkq6jm205DI2Nla7rFpJu6urKypVqoQlS5agW7dusLOzy7d8dHQ0/vrrL/z444/48ccfxSHo+bG1tYW+vj5evnwpWf/y5UuUKVMm1zozZ85E//798fnnnwMAqlevjsTERHzxxRf45ptvcm34RkZGMDIyUlmvp6fHF0oJJJPJ+NyTTmMbJV3HNkq6jm2UdB3baMlUkOdbrZK7du3CjRs3MGLEiHcm7ABgZ2eHESNG4Pr16/jzzz/VCsTQ0BDe3t44ceKEuE6hUODEiRPw9fXNtU5SUpLKwerr6wMABEFQ636JiIiIiIiIdJVaPe2tWrXS+A4KUnfixIkYOHAg6tSpAx8fH6xYsQKJiYkYPHgwAGDAgAFwdnbGokWLAAAdOnTAsmXLUKtWLXF4/MyZM9GhQwcxeSciIiIiIiL6UBVq9ngAiIqKQnh4OICsYfT29vYa76tnz56Ijo7GrFmzEBkZCS8vLxw5ckScnO7x48eSnvUZM2ZAJpNhxowZePbsGezs7NChQwcsWLCgUMdEREREREREpAtkgobjyE+cOIEpU6bgxo0bkvW1atXCt99+i+bNm2slwKIWHx+PUqVKIS4ujhPRlTAKhQJRUVGwt7fnOUSkk9hGSdexjZKuYxslXcc2WnIVJA/VqKd99+7d6NGjBxwcHPD111+jcuXKAICQkBBs3boVbdq0wc6dO9GlSxdNdk9ERERERERE0LCn3dPTE3K5HAEBAbCwsJBsi4+Ph5+fHzIzM3Hnzh2tBVpU2NNecvGXTdJ1bKOk69hGSdexjZKuYxstuQqSh2rUMkJDQzF48GCVhB0ALC0tMXToUISFhWmyayIiIiIiIiL6j0ZJu7u7O6KiovLc/vLlS3HIPBERERERERFpRqOkffHixVi/fj327t2rsm337t3YsGEDvv/++0IHR0RERERERFSSaTQR3erVq2FnZ4euXbvCyckJlSpVAgA8fPgQz58/R+XKlbFq1SqsWrVKrCOTyXJN8omIiIiIiIgodxol7UFBQZDJZChXrhwAiNdpNzAwQLly5ZCSkoJbt25J6shkssJFSkRERERERFTCaJS0ZyfpRERERERERFR0eF0BIiIiIiIiIh2lUU+7soSEBMTFxUGhUKhsyx4+T0REREREREQFp3HSvm7dOixbtgyhoaF5lsnMzNR090REREREREQlnkbD49evX4/Ro0ejUqVK+N///gdBEPDll19i6tSpKFOmDGrWrImNGzdqO1YiIiIiIiKiEkWjpH316tVo1aoVDh8+jC+++AIA0K5dOyxYsADBwcFISEhATEyMVgMlIiIiIiIiKmk0StofPXqEDh06AADkcjkAIC0tDQBQqlQpfP7551i7dq2WQiQiIiIiIiIqmTRK2kuVKoWMjAwAgKWlJUxNTfHkyRNxu4WFBSIjI7UTIREREREREVEJpVHSXq1aNdy8eVNcrl+/PtatW4dnz57hyZMn2LBhAypXrqy1IImIiIiIiIhKIo1mj+/Xrx/Wr1+P1NRUGBkZYe7cuWjevLl4iTe5XI6//vpLq4ESERERERERlTQaJe2DBw/G4MGDxeWGDRvizp072L9/P/T19dGyZUv2tBMREREREREVksbXac+pQoUKGD9+vLZ2R0RERERERFTiaXROOxEREREREREVPbV62vX09CCTyQq0Y5lMJs4wT0REREREREQFp1bSPmvWrAIn7URERERERERUOGol7XPmzCniMIiIiIiIiIgopwKf056UlARvb2+sX7++KOIhIiIiIiIiov8UOGk3NTVFWFgYh8sTERERERERFTGNZo9v3bo1jh49qu1YiIiIiIiIiEiJRkn7zJkzcf/+ffTv3x9nz57Fs2fPEBsbq/JHRERERERERJpTayK6nDw9PQEAwcHB+OOPP/Isl5mZqVlURERERERERKRZ0s5LwBEREREREREVPY2Sdl4CjoiIiIiIiKjoaXROe05xcXEcCk9ERERERESkZRon7VevXkXr1q1hamoKGxsbnD59GgDw6tUrdOrUCadOndJWjEREREREREQlkkZJ+/nz5+Hn54cHDx6gX79+UCgU4jZbW1vExcVhw4YNWguSiIiIiIiIqCTSKGmfPn06PDw8EBwcjIULF6psb9KkCS5dulTo4IiIiIiIiIhKMo2S9itXrmDw4MEwMjLKdRZ5Z2dnREZGFjo4IiIiIiIiopJMo6RdLpdLhsTn9OzZM5ibm2scFBERERERERFpmLTXr18fu3btynVbYmIifv31VzRq1KhQgRERERERERGVdBol7XPnzsXVq1fRrl07HD58GABw8+ZN/Pzzz/D29kZ0dDRmzpyp1UCJiIiIiIiIShoDTSrVq1cPhw4dwsiRIzFgwAAAwFdffQUAqFixIg4dOoQaNWpoL0oiIiIiIiKiEkijpB0AmjZtipCQEAQGBuLBgwdQKBSoWLEivL29c52cjoiIiIiIiIgKRqOkPS4uDqVKlQIAeHl5wcvLS5sxERERERERERE0PKfd3t4enTp1wh9//IG3b99qOyYiIiIiIiIigoZJ+8SJE3Hnzh3069cP9vb26NatG/78808kJydrOz4iIiIiIiKiEkujpH3RokV4+PAhLl26hFGjRuHatWvo2bMn7O3t0bt3b+zZswdpaWnajpWIiIiIiIioRNEoac9Wt25dfP/99wgPD8e5c+cwdOhQBAQEoFu3bnBwcNBWjEREREREREQlksazx+fk6+sLW1tbWFtbY9myZYiPj9fWromIiIiIiIhKpEIn7WFhYdixYwd27tyJmzdvQk9PD02aNEHPnj21ER8RERERERFRiaVR0v7kyRPs3LkTO3bswLVr1yCTyeDv748ffvgB3bp1g52dnbbjJCIiIiIiIipxNEray5cvD5lMhvr162P58uXo0aMHHB0dtR0bERERERERUYmmUdK+ZMkSfPbZZ3BxcdF2PERERERERET0H42S9q+++krbcRARERERERFRDhpf8i0+Ph5z586Fj48PHBwc4ODgAB8fH8ybN48zxxMRERERERFpgUZJ+/Pnz1GrVi3MnTsXb9++RcOGDdGwYUMkJiZizpw5qF27Nl68eKHtWImIiIiIiIhKFI2Gx0+ZMgWRkZE4cOAA2rZtK9l2+PBh9OjRA1OnTsXmzZu1EiQRERERERFRSaRRT/uRI0fw5ZdfqiTsANCmTRuMGzcOhw4dKnRwRERERERERCWZRkl7YmIiHBwc8txepkwZJCYmahwUEREREREREWmYtFetWhXbtm1DWlqayrb09HRs27YNVatWLXRwRERERERERCWZxue09+zZEz4+Phg1ahQqV64MAAgJCcH69esRFBSEHTt2aDVQIiIiIiIiopJGo6S9R48eSExMxNSpUzFixAjIZDIAgCAIsLe3xy+//ILu3btrNVAiIiIiIiKikkajpB0ABg0ahH79+uHq1auIiIgAAJQvXx516tSBgYHGuyUiIiIiIiKi/xQquzYwMED9+vVRv359bcVDRERERERERP/RaCI6IiIiIiIiIip6TNqJiIiIiIiIdBSTdiIiIiIiIiIdxaSdiIiIiIiISEcxaSciIiIiIiLSUUzaiYiIiIiIiHSUWpd809PTg0wmK/DOMzMzC1yHiIiIiIiIiLKolbTPmjVLJWnfvXs37ty5g1atWqFKlSoAgHv37uHYsWOoVq0aOnfurPVgiYiIiIiIiEoStZL2OXPmSJZ//PFHREVF4fbt22LCnu3u3bto2rQpnJyctBYkERERERERUUmk0TntS5YswZgxY1QSdgDw8PDAmDFjsHjx4kIHR0RERERERFSSaZS0P336FHK5PM/tcrkcT58+1TgoIiIiIiIiItIwaa9WrRrWrl2LZ8+eqWx7+vQp1q5di+rVqxc6OCIiIiIiIqKSTK1z2nNavnw5WrVqhcqVK6NLly6oVKkSAODBgwfYs2cPBEHAb7/9ptVAiYiIiIiIiEoajZJ2Pz8/XLp0CTNnzsTu3buRnJwMADAxMUGrVq0wd+5c9rQTERERERERFVKBk/b09HTcvXsXpUuXxu7du6FQKBAdHQ0AsLOzg56eRiPuiYiIiIiIiCiHAmfYenp68Pb2xt9//y0uOzg4wMHBgQk7ERERERERkRYVOMvW19dH+fLlkZqaWhTxEBEREREREdF/NOoaHzt2LH788UfExsZqOx4iIiIiIiIi+o9GE9FlZmbCyMgIFStWRPfu3eHq6goTExNJGZlMhgkTJmglSCIiIiIiIqKSSKOkfdKkSeLtjRs35lqGSTsRERERERFR4WiUtIeFhWk7DiIiIiIiIiLKQaNz2suXL6/WnyZ++OEHuLq6wtjYGPXq1cPly5fzLf/mzRuMHj0ajo6OMDIyQuXKlXHo0CGN7puIiIiIiIhIl2jU054tMTERp0+fRkREBICsZL5Ro0YwMzPTaH87duzAxIkTsX79etSrVw8rVqxAq1atEBISAnt7e5XyaWlpaNGiBezt7bFr1y44OzsjIiICVlZWhTksIiIiIiIiIp2gcdK+evVqzJgxA2/fvoUgCOJ6CwsLLFiwAGPGjCnwPpctW4Zhw4Zh8ODBAID169fj4MGD+OWXXzB16lSV8r/88gtiY2Nx/vx5yOVyAICrq6tmB0RERERERESkYzRK2rds2YLx48fD19cX48aNg4eHBwDg7t27WL16NcaPH49SpUqhf//+au8zLS0N165dw7Rp08R1enp6aN68OS5cuJBrnX379sHX1xejR4/G3r17YWdnhz59+mDKlCnQ19fPtU5qaqrkGvPx8fEAAIVCAYVCoXa89OFTKBQQBIHPO+kstlHSdWyjpOvYRknXsY2WXAV5zjVK2pctW4ZPP/0UJ06ckCTHNWrUQPfu3dGsWTMsXbq0QEn7q1evkJmZCQcHB8l6BwcH3Lt3L9c6oaGh+Pfff9G3b18cOnQIDx8+xKhRo5Ceno7Zs2fnWmfRokWYO3euyvro6GikpKSoHS99+BQKBeLi4iAIAvT0NJregahIsY2SrmMbJV3HNkq6jm205EpISFC7rEZJe0hICL7//vtce7P19fXRo0cPyWXhiopCoYC9vT1+/PFH6Ovrw9vbG8+ePcOSJUvyTNqnTZuGiRMnisvx8fFwcXGBnZ0dLC0tizxm0h0KhQIymQx2dnZ8kySdxDZKuo5tlHQd2yjpOrbRksvY2Fjtshol7aVKlUJ4eHie28PDwwucANva2kJfXx8vX76UrH/58iXKlCmTax1HR0fI5XLJjwceHh6IjIxEWloaDA0NVeoYGRnByMhIZb2enh5fKCWQTCbjc086jW2UdB3bKOk6tlHSdWyjJVNBnm+NWka7du2wevVqbN++XWXbjh07sGbNGnTo0KFA+zQ0NIS3tzdOnDghrlMoFDhx4gR8fX1zrdOwYUM8fPhQcj7A/fv34ejomGvCTkRERERERPQh0Shp//bbb1GhQgX07dsXzs7OaNy4MRo3bgxnZ2f06dMHFSpUwLffflvg/U6cOBE//fQTNm/ejLt372LkyJFITEwUZ5MfMGCAZKK6kSNHIjY2FuPHj8f9+/dx8OBBLFy4EKNHj9bksIiIiIiIiIh0ikbD4+3s7HD9+nVs2LABhw8fFq/TXr16dUyZMgVffPFFgcboZ+vZsyeio6Mxa9YsREZGwsvLC0eOHBEnp3v8+LFkGIGLiwuOHj2KCRMmoEaNGnB2dsb48eMxZcoUTQ6LiIiIiIiISKfIBOWLrJdA8fHxKFWqFOLi4jgRXQmjUCgQFRUFe3t7nkNEOoltlHQd2yjpOrZR0nVsoyVXQfJQjVrGhg0bcPfuXY2CIyIiIiIiIiL1aDQ8fuTIkZDJZChdujT8/Pzg7+8Pf39/eHt78xciIiIiIiIiIi3RKGmPjIzEmTNncPbsWQQEBODrr7+GIAgwMzND/fr1xSS+cePGWg6XiIiIiIiIqOTQKGm3t7dH9+7d0b17dwBAQkICzp8/j4CAAOzatQtz5syBTCZDRkaGVoMlIiIiIiIiKkk0StqVPXr0CAEBAQgICMCZM2fw6NEjmJmZ5XltdSIiIiIiIiJSj0ZJ+5o1a8REPTIyUjy3feTIkfD390ft2rWhr6+v7ViJiIiIiIiIShSNkvZx48ZBX18f3bp1w+TJk+Ht7a3tuIiIiIiIiIhKPI2meh89ejSqVauGXbt2oWHDhvDz88O0adNw6NAhxMXFaTtGIiIiIiIiohJJo5721atXA8i6IPzZs2fFWeSXL1+OjIwMVKtWDf7+/mI5IiIiIiIiIiq4Qk1EZ2lpibZt26Jt27YICwvD8ePHsXz5cgQFBeHWrVtM2omIiIiIiIgKQeOkPTg4WJwxPiAgAM+ePQMAODk5oVevXvD399dakEREREREREQlkUZJu62tLV6/fg1BEODu7o42bdrAz88P/v7+cHV11XKIRERERERERCWTRkn7wIED4e/vDz8/P9ja2mo7JiIiIiIiIiKChkn70qVLtR0HEREREREREeWg1iXfnjx5ovEdFKYuERERERERUUmmVtJeqVIlDBkyBJcvX1Z7x+fPn8eAAQPwySefaBwcERERERERUUmm1vD4gIAAzJgxA/Xr10f58uXRtGlT1K5dG25ubrC2toYgCHj9+jXCwsJw9epV/Pvvv3j27BmaNGmCM2fOFPUxEBEREREREX2U1ErafXx8cOzYMQQGBuLXX3/F3r178euvvwIAZDIZAEAQBACAi4sLOnfujCFDhsDLy6tooiYiIiIiIiIqAQo0EZ2XlxdWrlyJlStX4vnz57h37x5iYmIAADY2NnB3d4eTk1ORBEpERERERERU0mg0ezwAODk5MUEnIiIiIiIiKkJqTURHRERERERERO8fk3YiIiIiIiIiHcWknYiIiIiIiEhHMWknIiIiIiIi0lFM2omIiIiIiIh0FJN2IiIiIiIiIh2l8SXfXr9+jW3btiE0NBSvX7+GIAiS7TKZDBs3bix0gEREREREREQllUZJ+9GjR9G9e3ckJibC0tIS1tbWKmVkMlmhgyMiIiIiIiIqyTRK2r/66iuUKVMGf//9N6pXr67tmIiIiIiIiIgIGp7T/vDhQ4wbN44JOxEREREREVER0ihp/+STT5CQkKDtWIiIiIiIiIhIiUZJ+//+9z+sXbsW4eHhWg6HiIiIiIiIiLJpdE77iRMnYGdnBw8PD7Ro0QIuLi7Q19eXlJHJZFi5cqVWgiQiIiIiIiIqiTRK2tesWSPePnDgQK5lmLQTERERERERFY5GSbtCodB2HERERERERESUg0bntBMRERERERFR0dOopz1bWFgYDh8+jIiICABA+fLl0aZNG7i5uWklOCIiIiIiIqKSTOOk/auvvsLKlStVhsrr6enhyy+/xPfff1/o4IiIiIiIiIhKMo2Gxy9duhTLly9H165dceHCBbx58wZv3rzBhQsX0L17dyxfvhzLly/XdqxEREREREREJYpGPe0//fQTOnbsiJ07d0rW16tXD9u3b0dKSgo2bNiACRMmaCVIIiIiIiIiopJIo5728PBwtGrVKs/trVq1Qnh4uKYxERERERERERE0TNrt7e1x8+bNPLffvHkTdnZ2GgdFRERERERERBom7T169MDPP/+Mb7/9FomJieL6xMREfPfdd/j555/Rs2dPrQVJREREREREVBJpdE77/PnzERgYiOnTp2PWrFlwcnICADx//hwZGRlo0qQJ5s2bp9VAiYiIiIiIiEoajZJ2U1NTnDhxAnv37pVcp71169Zo27YtOnToAJlMptVAiYiIiIiIiEoaja/TDgCdOnVCp06dtBULERERERERESnR6Jx2IiIiIiIiIip6avW0u7m5QU9PD/fu3YNcLoebm9s7h7/LZDI8evRIK0ESERERERERlURqJe2NGjWCTCaDnp6eZJnoQ/f6+VMcX74QDhU/QYvPR0Omx8EnRERERESkO9RK2jdt2pTvMtGH6s7xQ4gKD0VUeChca9RC5fp+xR0SERERERGRSKNuxS1btiA8PDzP7REREdiyZYumMRG9NxHXL4u3gwNOFmMkREREREREqjRK2gcPHozz58/nuf3ixYsYPHiwxkERvS+W9mXE20+DbyMzI70YoyEiIiIiIpLSKGkXBCHf7YmJiTAwKNTV5Ijei/SUZPF2alIiwgKvv7N9ExERERERvS9qZ9ZBQUEIDAwUlwMCApCRkaFS7s2bN1i/fj0qV66slQCJiopCkYmUtwmSdXuXzIeFjR0aD/wcles1LKbIiIiIiIiIsqidtO/evRtz584FkHU5tw0bNmDDhg25lrWysuI57aTzUhISICgUKusTYqKxf9kiNPysH+p17QkAyEhPg9zQ6H2HSEREREREJZzaSfsXX3yB9u3bQxAE+Pj4YN68eWjTpo2kjEwmg5mZGSpWrMjh8aTzEt+8Fm+bWVnDpqwLkuLj8epxOADg3M7f8PrFM0Q+eoA3LyPRfsIUfFLXt5iiJSIiIiKikkjtzNrR0RGOjo4AgJMnT8LDwwP29vZFFhhRUUuKeyPertakBfx6DYAgCLiy7y8E/LEJgHRG+Qs7f0elOvUhk8nec6RERERERFRSaTQRXaNGjZiw0wdPuafdtJQ1gKzRIj6duqPVyC8hk0lfHtGPwxEV9ui9xkhERERERCWbxmPYIyMjsXHjRly/fh1xcXFQ5Dg3WCaT4cSJE4UOkD5sd06fQHREKLzbd4FFadviDkci5/B4ZdUaN4eJhQUCjx5EQswrxDx9DAC4feo4HCpUeq9xEhERERFRyaVR0h4UFITGjRsjOTkZVapUwa1bt1C1alW8efMGz549Q8WKFeHi4qLtWOkD8+JBCI6sXQ4ACDkfgM5fz9JqwpuemoKbxw/DwsYOVXz9ClxfeXi8mZWVyvaK3vVQ0bseUpOSsH54f2SkpeLO6X+R+Po1qjdrBTcv70JET0RERERE9G4aDY+fOnUqzM3NERISgn/++QeCIGDlypV48uQJduzYgdevX+Pbb7/Vdqz0gbl6cI94++3rWOycNw0Jsa+0su/0tFTsWTwfp7duxIEV3+Lx7aAC70PS025dOs9yRqamqFw/6/Jv6SnJeHD5PA6uXIzMjPSCB05ERERERFQAGiXt586dw/Dhw1GuXDno6WXtInt4fI8ePdC3b19MnjxZe1HSByXxzWu8DH2IBxfPSdanJScj5HwAACA1KRF7v1+ALZPH4M/503H37Cm19y8oFNi/bBEe374prruyb1eB40zKZ3h8Tj6desDYwlJcTk1KROzzZwW+TyIiIiIiooLQaHi8QqGAg4MDgKxrsuvr6yM2NlbcXr16dWzcuFE7EdIH5da/x3D8xzUQhP+f46CKrz9CLmQl62E3rqJO+y64vOdPPLxyQSzz+HYQnt0LxtO7t6HIzET3Gf+Dpa1drvcRFngNYTeuStaF37yO6Igw2JV3UzvWxP+Gx8uNjGFobJJvWZuyLhi5YSvO/P4Lrh3cCwB49SQCduVc1b4/IiIiIiKigtKop93NzQ1hYWFZO9DTg5ubG/755x9x+/nz52GVyznC9HGLuBWI4z9JE3Z9uRxNBw+HpV3WjzxP795BUnwcgk4cVal/8/ghxDx9jNcvnuHagd153s+tf4+Jt8t6VBNvn9v5GzLS1R+ynj083lTNtqqnrw8Xzxricvb13ImIiIiIiIqKRkl7y5Yt8eeff4rLI0eOxM8//4zmzZujWbNm2Lx5M/r06aO1IEn3PQu5i/3LFkH47zSJ0k5lUcqhDJoMHAbTUlaoULsOAECRmYGj61Yg5W0CAMC9YSM0/Kyfyv7unT8DRWYmMtLTcXT9Kvy9aDbiX0Uj8c1rhF6/DCDrPPTOX8+EsbkFAODR1Uv445uJknPV85KRno7UxLdZ+3nH0Hhlti6u4m0m7UREREREVNQ0Gh7/zTffoHfv3khPT4dcLseXX36JxMRE/PXXX9DX18fMmTMxffp0bcdKOios8Br2fb8AGelpAIAKteui0+QZ0NPTF8u41aqDwKMHAQCh16+I62u37QjHSlVgWsoKoTeu4tG1S4AgICnuDcKDriPm6RPcPpnVs35o9RJUqO0DRWYmAMCzUTMYmZqh6ZAROPLDcigyMxAdEYaAbZvReuSX+cacFKd6jXZ1WNrZQ25sgvSUZLx68ljtekRERERERJrQKGm3traGt/f/X+5KJpNhxowZmDFjhtYCow+DQpGJo+tWiAl7uepeaDf+a0nCDgAuVavDQG4olgMAx0pV4FipCgCgRvPWqNG8NR5du4Q9i+cDAK4f2oeXjx6I5Z/dC8azkLvicrUmLQAAHg0bwcbZBdtmTUZGaioibl6HIAgQBAVkMj3IZDKVuKXXaLdS+3hlMhlsXcrhxYMQxEe/RFpyEgxNTNWuT0REREREVBAaDY8nyhYVFiomwM7unug6dXauk7rJjYzh4d9YXLYq44gmg75QKeda0xsm/83SHhF0Ayn/DWEXCQIA4JN6DWBdxklcbe9aAWXdPQFkXV4u4I9NWN67Ew6s+A7Cf3WURSr9GGCez+XecmOrNPncqycRBapLRERERERUEBr1tANAREQENm/ejNDQULx+/VolMZLJZNi7d2+hAyTdFnErULzt4dcI+gbyPMs2HTwC7g0bwby0DawdnXPtAdc3MIBn4+a4uv/v/18nl8O9wae4c/oEIJOhdpuO8OvVX6Vu2arVEX7zOgDgyr6/AAD3L55FxM0WcPXyxusXz3Dm91/hUrU6ggNOivXcatUt0DFLzmt/EgGnyh4Fqk9ERERERKQujZL2bdu2YeDAgcjIyICVlRVKlSqlUia3hIw+Po9v3RBvl6vulW9ZA0NDlKtW85379OvVH6Xsy+D2yeOIefYYjfoOQc2WbeHh1wTmpW1gU9Yl13rllGZ2V3Z5318oX7M2Dq9ZhhcPQ/DwykVxW+my5Qp0mTgAsHUpL95+9Zg97UREREREVHQ0StqnTZsGd3d37Nq1C5UrV9Z2TPSBSE9NwbN7wQAASzsHWDk4amW/+gZyeLVsC6+WbSXry9fwyreeQ4VKMDQxQVpysmT9kztBuLznT7x4GKJSp0I9vwLHZ1feVbz96NolNB7wOfT09fOuQEREREREpCGNzml/9eoVRowYwYS9hHt2LxiZGRkAgPLVaxb76Ao9fX04/3deO5A1rD7b2e1bcq3j6u1T4PsxsbCEm1fWRIzx0VF4eOVCgfdBRERERESkDo2S9nr16uHxY17uqqQLC7wm3i5fo1YxRvL/yisN0f+072BYOzpLtluVcYSdawUAgFer9jAyM9fofmq36yzevnaQczcQEREREVHR0Gh4/IoVK9CmTRvUqVMH3bt313ZM9AFIS0nGndP/AAD09A3UOlf9fajRrDWiI8JhaGoCr5btUMXXH4fWLMXj/ybMq9+1F6o0+BQxTyJg41Ier2JiNLqf8tW9YOtSHq+eROD5/buIfHgfZSpx5AkREREREWmXRkl79erVsWDBAvTq1QtmZmYoW7Ys9HOc0yuTyXDz5k2tBEm65/bJ40hNTAQAePg1Fi/TVtzkxsZoPepLcdnMyhrdp8/DvQsBgCDAvWEjyGQyOFSoBIVCofH9yGQyeLVqj39+/gEAEH7zOpN2IiIiIiLSOo2S9rVr12Ls2LEwNjZGxYoVc509nj5emRkZkiHhddp3Lr5g1CDT04NHw0Za32+5av8/W/2LR/e1vn8iIiIiIiKNkvaFCxeiQYMGOHDgABP2EiY1KREHVnyH+OiXAABXL2/YlnMt3qCKiVUZJxiZmSE1MRGRD+9DEIRin4yPiIiIiIg+LhpNRBcXF4e+ffsyYS9hBEHAnsXzEX7zOoCs2dp9u/Uu5qiKj0wmQ5mKWUPik+LeICHmVTFHREREREREHxuNkvZGjRrh1q1b2o6FdFzss6d4evc2AMDYwhLdv5kPp8ruxRxV8cpO2gEgkkPkiYiIiIhIyzRK2tetW4fTp09j8eLFiNFw9m368GT3sANAvc494OJZI5/SJYPy5HORD5m0ExERERGRdmmUtFetWhVhYWGYNm0a7O3tYWZmBktLS8kfh85/fMKD/j9pd61Zuxgj0R1lKn4i3mbSTkRERERE2qbRRHTdunUr0gm3fvjhByxZsgSRkZGoWbMmVq9eDR8fn3fW2759O3r37o1OnTphz549RRZfSZSRloanwVlD481L28CmbLlijkg3mFuXhoWNHRJiohEZ+hAKRSb09PTfXZGIiIiIiEgNBU7aBUHAqlWrIJfLYWJiovWAduzYgYkTJ2L9+vWoV68eVqxYgVatWiEkJAT29vZ51gsPD8ekSZPg7++v9ZgIeHYvGBlpqQCA8jVqcZZ0JY6V3ZFwIRrpKcl4Gnwb5arVLO6QiIiIiIjoI1Hg4fFpaWkoXbo01qxZUxTxYNmyZRg2bBgGDx6MqlWrYv369TA1NcUvv/ySZ53MzEz07dsXc+fORYUKFYokrpIuLPCqeJtD46Uq12sg3r579nQxRkJERERERB+bAve0GxkZoUyZMjA0NNR6MGlpabh27RqmTZsmrtPT00Pz5s1x4cKFPOvNmzcP9vb2GDp0KAICAvK9j9TUVKSmporL8fHxAACFQgGFQlHII/g4JcW9wa1/jwEAZHp6cPGs8VE8VgqFAoIgFPpYXL3qQG5sgvSUZDy4dA5NBn0BgyJ4fVDJo602SlRU2EZJ17GNkq5jGy25CvKca3RO+6BBg7BlyxaMHDlSq8n7q1evkJmZCQcHB8l6BwcH3Lt3L9c6Z8+excaNGxEYGKjWfSxatAhz585VWR8dHY2UlJQCx/wxe/3sCaIe3cfD82eQlpwEAKhYzw8JySlISP7wHyuFQoG4uDgIggA9PY3mZBSVre6FsCsXkJqUiJun/4ULRyOQFmizjRIVBbZR0nVso6Tr2EZLroSEBLXLapS0V69eHXv27IGnpycGDRoEV1fXXM9v79q1qya7V1tCQgL69++Pn376Cba2tmrVmTZtGiZOnCgux8fHw8XFBXZ2drC0tCyqUD84CTGvsHPld0hP/f/kXG5sgqYDhsLMyroYI9MehUIBmUwGOzu7Qr9JejVrhbArWaNBbuz7E6VtbeFWq442wqQSTJttlKgosI2SrmMbJV3HNlpyGRsbq11Wo6S9d+/e4u2ZM2fmWkYmkyEzM7NA+7W1tYW+vj5evnwpWf/y5UuUKVNGpfyjR48QHh6ODh06iOuyhxkYGBggJCQEFStWlNQxMjKCkZGRyr709PT4QlFy8a/tkoQdAHw6doNFaZtiiqhoyGQyrTz3rjVqwaqMI95EvkDCq2jsWTwPXafNhZuXt5YipZJKW22UqKiwjZKuYxslXcc2WjIV5PnWKGk/efKkJtXeydDQEN7e3jhx4gQ6d+4MICsJP3HiBMaMGaNS3t3dHbdu3ZKsmzFjBhISErBy5Uq4uLgUSZwfu5inT3Dn1D/icqW69WFTthzqdupejFHpNj19fXSbPh/HNqzCkztBAICwG1eZtBPpKIUiE6+fP4OBoRFK2Tu8uwIRERFRMdEoaW/UqJG24xBNnDgRAwcORJ06deDj44MVK1YgMTERgwcPBgAMGDAAzs7OWLRoEYyNjVGtWjVJfSsrKwBQWU/qO7t9CwQha8SCX68BqNfls2KO6MNg5VAGHSZOw9qhWSNRosIfFXNERKRMEAQ8unoJd8+eQvjN6+JcHZXq1kej/p/DykF1RBcRERFRcdMoaVcWHByMiIgIAED58uVRtWrVQu2vZ8+eiI6OxqxZsxAZGQkvLy8cOXJEnJzu8ePHHDpShF48CMHD/87NNrOyRu02HYs5og+LibkFLGztkPAqGlHhYRAUCsjYXomKnSAIOP7TGtw6cVRl28MrF/H4dhB6z1sM23Ku7z84IiIionxonLTv3bsXEydORHh4uGS9m5sbli1bho4dNU/2xowZk+tweAA4depUvnU3bdqk8f2WdIIgIOCPTeKyb/fekBdgggTKYu9aEQmvopGekow3L1/A2tG5uEMiKvGuHtgtSdhNLCzh7O6JFw9DkPg6FmnJSdizZD76LFgGU8tSxRgpERERkZRGXYCHDh1Ct27dAAALFy7E7t27sXv3bixcuBCCIKBr1644cuSIVgOloqHIzMTz+3eRmpSE4DP/4klw1hwBVmUcUa1Jy2KO7sNk71pBvB0VHlqMkRCRIAi4dnAvzvz+q7iu+eejMWLDVnSa9A0GL1sPe7esCUvjol7i6LoVxRQpERERUe406mmfP38+atSogYCAAJiZmYnrO3bsiDFjxsDPzw9z585F69attRYoaV9mRgb+XjQLj28HwcjUDGnJyeK2hj37Q9+g0GdPlEjZCQAARIU9QhVf/2KMhqhkO7djKy7t3iku+3bvjZot2ojLRqam6Dx5Jn6b9iWS4t4g9PoVvHgQAsdPqhRHuEREpONCb1zB6+fPUa1JcxiZmr27ApEWaNTTHhQUhIEDB0oS9mxmZmYYNGgQgoKCCh0cFR1BEHDmt1/w+HbW85SalChOPlejeWsmmoWg3NN+ee8u/PB5HwQePViMERGVTIlvXuPSnj/F5fpde8K3ex+VchY2tmjYs7+4fPznH3Bpz5+4G3ASCkUm/tm4Dj+OHowfRw3GvqULkZGW9l7iJyIi3RIdEYY9383HqS0/YdNXoxB64woA4G1sDCKCAvH2dWwxR0gfK426Uo2NjREbm3ejjI2NLdDF4un9uHn8MK7s2wU9fX2kJiUhKe4NAEBP3wCAAEVmJmq2aINmQ0ZCJpMVa6wfMgsbWxiZmiE1KREAkJIQj7Pbt6Ba05YwkMuLOTqikiPiViAgCACA2m06ShLznDwbNcXFv7cj4VU0osNDEf3fqS1XD+5BVNj/XwkiISYad06fkPTWExFRyRB04qjYyfU2Nga7v52LWq074M7pf8QRqzZly8G/z0AYmZghNTkJbl7e0NPXL86w6SOgUdLetGlTrFy5Eq1bt4avr69k26VLl7Bq1Sq0bMnzoXVJemoKTm35GRlpqSrbmg0ZgQq16yIx7g0clIZ2k2ZkMhkcKn6Cx7cCxXWpSYkIv3kdlerUK77AiEqYiKAb4u2KdernW1bfQA6fjt1x4pd1kvXKCXu2h1cuqJ20Z6Sl4VlIMJLi3kBuZIyK3j68ogQRlThpKcmICg+F0yfuBUpgBYUCgiDoRNKbkZaGe2dPqay/cWS/ZDnm6WPsWTxfXPZq1Q7Nhows6vDoI6dR0r548WL4+vrCz88PPj4+qFIl69y/kJAQXL58Gfb29vjuu++0GigVzpM7tyQJu7GFJRzcKqLqp03h4dcYMpkM5qVtijHCj8snPg0kSTsAhJw/w6SdSpy4qJd4/eIZylf3eq/JqiAIWT3tAAyMjOBUxeOddao1bYmIW4GIfhwGhwqf4P6FAHFb0yEjcGXfX0h4FY3Ht4OQmpT4znMZM9LT8ef/ZuB5SLC4rrKvP9qOmQh9g5I16kahyER8dDRK2TtwJBdRCSMoFPhrwSw8v38Xler6ouNX0/N8H4h89ACBRw/AxLIUUhPf4u7Z0zCxtESPGf9T+2o88a+i8fTubVT09tHqOeePrl1CSuJbAICHX2NY2jng0u4d4vayVashPSUFL0MfSuoF/XMEdTt0g6WdvdZioZJHo6Tdzc0NQUFBWLRoEQ4fPowdO7IabPny5TF+/HhMnToV9vZsmLok9PoV8XbHSd/gk7q++ZSmwqrZvDUcKlSERWlbbJ40GimJb/Ho2mWkp6VCbmhU3OERvRfhQTewZ/E8ZKano1G/IajToet7u++Yp4+R+N+5hWU9qql1aoqBXI5Ok74RlwM9quHy3l3wbNwMXi3b4fWLZ7hxeD8UmRkIvX4FHn6N893fyU0bJAk7ANy/EIDYp4/hWNkdNZu3gUOFSgU/uA/My7BHOLRqCWKfP0XFOvXQbvzXfB8k+sgJgoCIm9eRnpaKzPR0PL9/F0DWSKWHVy+irEc16BsYwNDYRKxz7/wZHFm7HJnp6ZJ9JbyKxuEflqFakxYIOX8GsS+ew6yUFTpMmIZS9g5iOYUiEzcO78fZHVuRkZqK0s4u6LtwGSJuBcKslBWcKr/7x9u8vI2NkcyRUq1JS5SrVgNm1ta4eewQPqnXEL7de0Em00PI+TO4f/EcHlw+nxVXZiYu7/sLzYeyt500JxOE/074y8eqVavQunVrVK5c+X3E9F7Fx8ejVKlSiIuLg6WlZXGHo1VpKck4tPp7JCckiF8c9Q0MMGrjNsmbZEmlUCgQFRUFe3t76BVhD+DR9Stx++RxAEDrURPg2ahZkd0XfVzeVxstChG3ArHnu3nISM+atM3a0QmDl28okl7WmGdPcO3gHlja2qNSnXqwLeeKawf34tSWnwAAjfoPRZ32XQp9P0/uBGHnvOkAAJeq1fFpvyFwqFAp12MKuRCAAyuyRpwZyA1Rp0MXXD2wRzLiSV8uR9uxk1C5XsNCx1Zc3tVGI4ICsfu7OcjMyBDXlfWoho6TvoGJucX7DJVKqA/5ffRDFf8qCv/8vBZhN67mW07fwAButerArVZdRD4Mwa1/jxXofpzdq6Lz17PwMvQh0lKScXnPn4h8eF9SxtzGFm9jXgEAfDr3gF/P/gUe9RXz7Am2z56ClIR4AICVgyOGrNjwzv0kJ8TjpzFDkZ6SDH25HIOXrZf8yJCNbbTkKkgeqlZP+4QJE2Braysm7fr6+ti6dSv69FGdhZd0x9X9f+PR1UuSdWWrVmfC/p65N2gkJu3/bFwLqzJOcFZjqC7Rh+rx7SDsWTxfTNgB4PWL53j1JAJ25VzzrZualAhFZiZMLNT7EVUQBOxftggxTx8DyLrEW4MeffHg0jmxjGuNWgU/iFw4u3vC2MISKQnxeBJ8C79Pn4AGn/WFb7feKmWvH9on3m4+bDQ8GzVD+Zq1cXzDasQ+fwoAyExPx/7l36LTpBnv9dSZxDevEXzmX9iULQc3L2+kJCVCX18fhiamBdqPQpGJzIxMCApFnmXO7dwqSdgB4Ond29j69Ti0G/813wuJPgKvI59j//JvkRT3BhY2tnj56KE4WVt+MjMy8PDKRTy8clGy3rNxc1Tx9UdGWirkRsb4e9Ecyf5kMj0IggLP7gVj/Rf9VN5jAEBPXx+KzEwxYQeAy3v+xJsXz9F69AQYyA3VTt4v/rVdTNjNrUuj3bjJatU1sbCEV8u2uLLvL2Smp2PXghnoOftbno5KGlGrtVpbW+Ply5fishqd81SEMjPScWrLz7iwaxsUisxcyyQnxOPawb0q6yvUrlvU4VEO5arXxCf1GgAAMlJTsfu7OXgd+byYoyIqmIdXLmL98P44tGYpFIpMvIl8gchHD1Q+D8ICr2H34rlij7K5dWlx2/2LZ/O9j9eRz7Fx3DD8OHownt67o1Zcj2/fFBP2bOf//B3Rj8MBAHbl3WDjUl6tfb2Lnr4+ajaXTkB348gBlS+M8dFR4lBQm7LlxNE1Zd09MXj5eoz5dQc8GzXPKiwIuLDrD63Ep47n9+9i69TxOPP7r9j93VysHdYXa4f2xvrhA/DiYcg76wsKBe4GnMSuBTOxsl9XrOrfFTunjlP5gRjIms/gxYOsfdqULYde85aIP8YkxETjrwUzkaD0hfpdQq9fwYlf1iH+VbTadYioaCUnxGP3t3MQHR6KxNexiHx4X0ywTUtZwcDo/0+FaTp4uHiOuVUZR5hZWUv2ZWhigmZDR6HViPFw8/LGJz4N4FqzNvx6DwBkMlg7OqHHzIX4bPZC4L8RTjnff0s7lUWvuYvRoEdfcZ2BoRFksqyU5/6lc/hlwgis7N8V64f3x7WDe5GRYzi+MkEQ8Pj2TTG+AUvWoEwl9Uce1+3UHVZlHAEAbyJf4K+Fs5CZkYGQCwEIPHoQmRl53zeRMrV62hs3bow5c+YgMDAQpUqVAgBs2bIFFy9ezLOOTCbDypUrtRMlSdw4vB/XDu4BABiZmaN2mw4qZa7u/xtpyUkA/v/XRj19fVT05kRo75tMJkPbsZOxJ3keIoJuIDUxEfuXf4ve85fwvE76ILyJfIFDa5YiPSUZdwNOIiUhHuFBNyAoFLB2Kgs9PT28fvEcNmVd8OpxhPiFrULtumg6eAR+Hvc5IAi4f/EcGn7WL8/7ubBrG5L/6834d+M69PtuJfT08p8xOPDoQfG2hY0dEmL+P6HT09dHq5FfanVIfsOe/VDR2wcB2zbjyZ0gJMfH4fGtQLjVqiOWuXf+jHjbvWEjlX0YmZqh1cjxePUkHC9DHyIq7BFehj0q0qt3xL+KwvmdfyA44F9Jz3jK2wQA/11hZPPP6DVvcZ6PV0riWxxes1QyRwoAZKSm4J+Na1G+ek1Jb32I0kR+Hn6N4VzFA/2/W4WDqxbj2b1gpKemIOjEkXzbRLb0lBQcWPEd0lNT8OpJBHrO/rZAx0/0IRMEAYrMDJ2ZwFKRmYm7Z0/h9qnjePU4QnwfkenpQVAoYGFjh2pNmqNW6w6Ii3qJC7v+gFNlD3i1ao9KPr5Ijo+HXXk3CIICLx7cx5M7QZDJZKj6aVNY2Niq3J9Pp+6o3qwVjM3Mxfen+l174uJf26FvYAD3ho1haWcPS1s7uDdsBANDQ5SpVBlvXr5AzLMnaNz/c6S8TcCBlYuRnpIs9r4nvnmNU1t+wu2Tx9Dxq+m5TnQX++yJeInksh7V1B4Fls3E3AI9Zi7EzrlTERf1Eq+eRGD/8kXiD50PLp9H+wlTC7RPKpnUOqc9KioKX375JU6ePImoqCgA7+5tl8lkyMzMvRdYl3yI57Rv+mqUpGdp7Kadki9KqUmJ2DBiINJTU6BvYIA+C5bh0dVLcKhQiT3tSt73OURpyUn4bfpEvP5vaGzNFm3R/PNRBdrHm8gXOPHrejh94o763XpxFuaPXHGc5yYIQlZSJwP09PSRmZGBHXOn4sX9ewXaT6W6vmg3/msYyOXYPvtrPLuXNa/GoKVrYVO2nEr5Ny8j8cuXX0gSSmMzc9iWd0WNZq1znfQt/lUUfh7zOQRBATPr0hi2ZiOOrl+FuwEnASDPoeva8ODKBez7fgGArIS07dhJ4rYtk8eIPf1DV/0MK4cyue7j5vFD+OfntQCK9pJAaclJ2PTVaMkPGs7uVaGnb4CXoQ/EawsDQNepcyQ/QCgUmbh+aB9uHj+EuKiXkucneybk+Ois7wV6+vpwqPgJKtSqi3pdPsNvU79EVHjWJfOGrvxJ7G1KiH2Fn0YPgaDIft5+gb5B/n0IkY8e4PfpE8Tl/t+tgkxPD6lv38LcxjbPx5hIl84XVigyEX7zOsxKWb9zEspH1y4jIy0NFWrXweEfluHBpfMws7KGa01vNBowVDInRHJCPO4GnMSja5fwMvQRKtSuC/++g2BRWjUB1pQgCLj413Y8unYZCTHRYiKbzbSUFfouWAYjMzMYGpu8l6uFRD8Oh5mVNUwtS6ldfs/i+YiPfgkz69LiZKUAYGhiiiYDh8GzUTNJ7DeO7Me/v24AgEJNqPr8/l1smzk5121WZRxRtXlb1G3THgY68sMMvR9aP6fd3t4ef/zx/8P39PT08Ntvv/Gc9mKQlpKM1y+kQ6uvHtgtGQYUHHAS6akpALLOC7J3rQB71wrvNU5SZWhiio4TpuL3b75CRloqgv45gjoduub6ZVMQBAiCQqWX8cQv6xB+8zrCA6/B2skZ7g0+fV/h00ckMyMdaSkpMDG3QMrbtwgOOInoiFC8ehyOV08fIyM1FTKZHlxr1oIAiAm7gaGRZCI1a0dnvH7xDDI9PVja2iEuKus0qnpdeqLhZ33FLz6V6zUUk/b7F8/Bt7s0aVcoMnHhz99Vzo1OSXyLp8G38TT4Nh7fvolmQ0bCwNBQ3B7wx2axV79Gs9bQN5Cj5RdjUdrRGfpyObzbd9bq46bMzasOjMzMkJqYiIdXLmZd5ifsIc7v/P+h+Y6VquSbTLo3bIRTWzYiIy0Vd06dQHx0FNxq1UWNZq20ek3i4DMnxYTd2Mwc3u27oG7HbmKifP/iWexfntVzfXbHVrh6eUMmkyHl7Vvs/m6uONQ/m7G5BVqPmoAKtevideRzbP5qNBSZGVBkZuLF/Xt4cf8eosIfiQm7Q4VPxIQdACxK26JSnfp4cPk8El/H4v7Fs++ciT/22RPJ8tYp4yTLvt17Sz4HiXRNRloaDq35Hg8uZc0oXr9bLzTo3ifX5PbBpfPYt2whgKzXbPZlxhLfvMad0/8gNektOn71DeKjX+LS7p24G3BKMofI3bOn8PDKRdTv1gve7TpppYf+6v6/cf7P31XWm1lZw96tIj7tM+i9X9LsXXOk5FZ+8LJ1SIp/AwsbO0SFPcKhNUsR++wJ0pKTcHT9Stw4egCenzaFh38TmFhY4smdW2J9l2o1NY7VqbIHyteohYigGyrb3kS+wPnfNiLi6gW0/3Kq5LQyomwaXfLt119/RYMGDbQdC6nhafBtKDKl5+9c/GsHTEtZw6tlWwiCgJvHDonbvFq1f98hUj5sy7miXuceOLfzNwiCAlcP7Fa5BEhc1EvsmDMVMj09dJ06W+yVjIuKRLjSm/2pLT9nJQ6mBZs8ikqejLQ03Dx+CIrMTCgUClzd9xdSk5NQq3UHPLxyEfHRL1XqCIICYYHXxGV9uRw9Zv4PgccO4f7Fs6jX+TPU79YLKW8ToC+Xw9DYBIlvXiMzIwOWtnaSfVXyaYCTm7Nmcr9/8Sx8u/dGRno6Hl29hBcPQxAeeE0cPSQ3NoHjJ1Xw+L9rrGe7ffI4Xr94hk6TZ8LE3AIhFwJw79xpAFnDzWu2yDrX3MDQEPW79dLaY5cXA7kclev74daJo0hPTcHB1UsQHnhNcn5l1XdcKcLI1AyV6zdE8Jl/kZ6agtDrVxB6/QpuHjuITpNnqtV7nJachHvnzuDuuVOIe/kSiswMePg3Qf2uvRB64wqMzcxx4+gBsXyPWQtVfsT9xKcB7F0rZiXaYY/wLCQYZd09cW7nb/+fsMtksC9fAXaubvDt1gul7LNis3JwhHvj5gg+cUSyz+zEBAA8/FRPEajZoq14OaRDq7/HuR1b0WHCNPxfe3ceHtP1/wH8PTPJZN9X2WONLZYgYl9CqC1FLeVLdaPl+6NabWlt3ai2itIqraKlFEVp8Y29CCJiJ7ZEiKyy78nM/f0xcmUywSSyXMn79Tx5HnO3OZfj5H7uOedzTCytcGH/Xrg2aSq+PACgk7egtIh9f6PjsFFPnU5BVBPysrOw86vPcO/qJXHbyW2bkBYfhxemvCsOK4+/fQPWTvXw7+/rtM4FNKtQQC5DUX4+boadxLYv5uDu5QtQlxrVWjwlsjA/D/9uXIvLRw5g8PRZsHNzL7NshQX5OLx2NfKyMtF93Oti+12Ql4uk6Cikxt/Hg3sxCN+9QzzHxNIKTt4N4B88Am7NWlTWX1O1MFAqYWmvebngVL8hxnyxGCGrlou/TxKjNO3g6Z1bMXL+l7h7RRO0G5uZw9HT+5m+O2DYaDFoN1AaYciMj3Fy2ybEPszhEnvtCn77cCp6vvImGnfsAplMBkGtRn5uDozNzJ/pu+n5p9fw+NrseRsef/CXHxGxdxcAwMrJGekJ8eK+LqPGwdWnGTbP08yNcWnSDKM/WVQj5Xwe1NSQudysTKx+ewIK8/NgYKjEGyvWwNTKWtz/vx+XicueWNg7YNyi72BsZo5jm37Fqe2bta5VlUNqqeZVVh098tsanNn159MPlMlg7egMU2sbZCQlICvlAQBN8p3gGbPh3twXgGYkSHmnZmz8+F0xKVnLXn1xI+ykmI23pJ6vvInm3QMR/vd2mFhaQWFgiEPrVqEoX9PDb2hsAgs7e62e1xemvIumXXuWqzyVIeH2Tfw26x2g1K9Rm3quaN33BbQOGvjUHvMHsXfxx/yZOkNN3Zv7YsQcTU9bWnwcYi6dh6GJCRw8vGDv7onUuFic3rkNkSeOiiOrSpIrDHRe8Lr6NMeo+V+WWY7LRw5g7/ffAgBa9emPXhMmYeWkccjNSIeBoRLDPv4Ubj7Ndc5Tq9WIux+LW0cPQF1UBCMzM5z441FvXJOArug/5V2d4e+CWo11M6ZoBePODRohLysLaQlxAABP3zYIfH0yrJ2cseOrz3DrjHYeHYWhodZ6zi9/9g3qNWpS5v1R7Zf5IBmH1q1Cwu2baB00EG37D4bCwKDGh8dnpiTjzy/mIvnuHQCaYE1VWCiOEmo3aCg6DX8ZO7/5vMxeWAAwMDLC0A/nITcjXRwVU5LSxBQte/VBi559YWZtg+Obf8OF/XvF71CamMDE0gqZyUmwcnSChZ09DI1NUb9tO8TfuoGLB/YB0OQF6ThsJO5HXkXkyWNiu1tSx2Gj0XlE7RvVcufCORz59SdxpBSgGVVUPF+/YfsADHnvo2f+nkNrV+HKscPo8Z/XxCSl0RcisGfFYuSkpYrHOdVvCFef5rh2/Ahy0tNgamWNRh06ofu415gPqRYpTxxa4aB93759+Pnnn3H79m2kpqbqzHGXyWS4detWRS5drcS/rHr1YPm0xrxtW+Cvv7S3DR4MnD379C+aPl3zUywzE2iq51I3O3cCfn4AgDXvTILNmXAEhl+CuY0tCnJzUZD3aD5i8dtaAFA6OMDoTqneiRkzgN9/f/p3DhgA/Pij9rZ27YD4+LKPL2nRIqDk1InISKC3nmuTh4UB9R4No8SqVcAnnzz9vMaNgYMHtbeNGQMcOfLYUwRoHjhlb74J+bx52jvd3PQr72+/AT16PPp8+DAw9ulJlfJzsrG8j2Zt5obtO2LgtA+g+PwLCKtWIavEHCsAUBgYwtjMDDmZGRDUatxztMP/unQQh8INmPo+fD6eB1y/XvprdM2ZA7z55qPPcXFAez3zHBw4ADQp8UC8cSPw/vtPP8/ZGThTaq3WiROBv/8u+/iSRo8GvvpKe5uPD5CV9fRzV64EBpYYaRIeDgwZ8vTzAODqVcCixBrSixdrfp6mktsIoWlTqNVqyOVyPDFELtFGAAB27wYmTQKgqefZaSkQ1LpNfaGBAr/07wEHDy8EvjEZDh7eMJw9G/j9dwgACvNyoVKpoDQ2gaJ08FnONqIgLxf5OZrkmEd9fXDN81HCH5uMLIw6Hg6lqWmZ8/lUqiLkZmZAUAvYENgZ2SbG4r5AQQnfE6ef/PcDVKiNEL3xBjB3rva2h21EYUE+8krURwOlEsbmFo/Ko0cbIQCAIECtUiE3K1NswwuuR+J2xBkc37QeqqIiBFy+jpa378JAqXz40K/7e1cQBNxzsMU/HbWXuXvp8EnUE+QwLDG9QKsMgoCstBSENm2EG62ao/+U6di+cD7McvMw/mjYY9dUL25H5XI5ZA/biCv/HsLts2HokF0Ax+9XlnkeHp5XmJeHDAM51vfsqLUv8MxF1I9LhEwmg7G5OfJzcsQexeIXIcZm5kjp1gXrZZqXFuIQ+TrURlTkOQKAVhvxRObmwLVS+Swk+BxRVFiIvKxMCMKjNsLKyRnuzVqiQ2IqLFeueno7WkVtRE5GujgCRyaTwcTCEoKgRm6mJhj8x781krw8kJ+TrTkt8QFeOHUOAB4eK0BhYCC+cMjNykRRgeb3//rRwWjTbyDavjBE0xM7fz6wWjOqSaUqQl5Wlk5PPIDHthE2mdlPvE1DIyMYLVgIWcm6U4ueIwRokuzlZWVCrVJhv18L3HbRrKs+4P9mwMfYvEraCAGaLPiFuTm4b26CHV20/z6Dj4XBMVXzklvnd0xJbCOefh5QrbGG6DFtRIZaDau4uMqb017aV199hQ8//BBOTk7o0KEDWrZsWZHLSEtc3NOPcS9jaFFSEhAb+/RzM0r1KAmCfucBwMPG+Vb4aaTevwcHlRoWuXlA7n0YAXjc+zYhNU13Y2qqft+bkqK7LT5ev3MfPpiLior0v9fSv1yysvQ716qMJCTJyU88VwZAAUBIT9fdqW95S7+Fzs/X61wjPJoffDPsJHZ+9RmCU9Mhv38fuo/GeUBmJooHRtkZmaD7uNdx4GdNAqt9K5eiYWwsDPQpc+lfUiqV/vdaeh3UnBz9zy0tJUW/c1NTdbfdv6/5RfQ0JZJrAdD8P9K3vKXfZWZk6HduJbcRsthY6DXYt6BA+3NurvidMgCPG1RXaKREi5590GPc6+IyPMVthAzAo/CujP8j5WwjlCWuZ/jw/7lP5+5o2rUHnHMLYNq5C5BZdqClKHEPFja2yM7LgYOnNxp16IQWt+9CtmX7Y+6whAq0EaIntBGGD39EuXlAeol/Sz3aiOKHr5L3CQDfvKudqFJZWPSw7dftWS+p+HGuvl8HJNy6gey0VFgUqWD4cOREWWQALAAoi4qQl5WJfT9oVn+RCQJM0jO076nUeWIdfdhGNOvaE8269gR++umJf79yaNpCG0cHnX3GBQWaewWAnNyyH1aysmGlNAYKNcdFnzurCdrrUBtR3ucIUYk24oksynhZU43PEQm3b+LqsUNo7eYN6yecZ4BH/3dkD/9t0hPikZ4QD9Pbd9FVj2c8wdJSNxCqhDZCZwJbjqbeFf/NKtRqMWA3MFRCoVY/qvtl/F83KfHnN39Yq93rmp4ufq8CgNljimuSX6Czzby4fXmS3DzdZ7xa9BxR3J4V/70ZqNQwMjVDwPCX0aRTN+DkySppI2TQ1GEDAK6ennDwqo+k6NuafTI5LGUK7TrxmPa4LrYRIonGGqJniTUeqlDQvnTpUvTq1Qv//PMPDA1rSZbDevWAp/W0O+g+WMDBAXDVXSJCR+m3JzKZfucBgFKJ1Pj72LP8GwBAkUKOAns7KI00vU0CgLysLDFBlFyhgImFJeRlvbGxsdHve23LSILhrGd23tJzrA0M9L/X0r155ub6nevkpLvN3v6J54o97VZWur+o9S2vkZHuZz3PHfLuLOz85gsUFeQj6lw4bmUVoZ6ZqdjLZmxmjvzcbO0eUhlg0cQHrfr0R9yNa7hy9CCK8vORKZfBRp/vNS8VvikU+t9r6ezOpqb6nVtWvbG11e9cGxvdbS4u+vWimZhof1Yq9b/X0kO/LS31O7eS2wjB1VW/nvYSvaeCICA19QHM7ewgCAJUhQViL4+xuYVWT6uhuTmCJk3VvlYVthHFPU6FBgYImjQVLXr20eyIjNT732bMwqUQnJweJW9atarK2ghRWb+oq6iNEARBZ7QNZDK0CRoIJxgj61682MNuoDSCsZmZzlQF187dMHn1Kk0bkpON6PMRsLg/E4iKemJRiwoLUfDw/3nxcH25kREEF5fHTofQ6mmvYBuhcHaGS5NmuB+pSVbYpt8gNDR3Qu62rWKPYjEDpRFMSrRjynr1YC9YIfnuHcTduo7MlGQozM2gVqugNDERf0+WqRa0EeV5jtBiYqLfuaV/ZwCV3kYIgGaag0wzrUMukwGmpkhPjMcfn8xCQW4Oko1MMMzVtcx2MD83R1wBQWFoiAHvfIjj/x5A7LUrENRq5AoC8m1toTQx0YxOfLgcbunpFZmZabBMeQBzW7tHF3/GNiIvO1ucvmJkZg5lqfagMD8fNh5euCcUwNTKGsEzZkNx/BgKrtyCoZHxU0cQ6QyTtrIqs7xqtRqyh79HBAAeXbpg+EcfImTVd0hPTEDroIGwjs9EwWXNnHu5wgAKQ8Oyv7+OPEeoBQFth41E4MS3Ho00qqI2omQ7auzljXFfLsODezFIiomGU/2GsHlzEgoLTyKvxIuG0r/Pxe8oXQZXV82SgWoVIGhihNLtuQAg/k4UbFu1epQnSUJtRJmek1hD9LjnCLVav45jVHB4vJmZGRYvXoyJEyeW91TJeR7mtBfm5+H3j98T59k06tAJg6bP1PpPV1iQj9M7tkBQC2g/eOijXjN6rJqe5wZoEgtu/WK21oMDAHi19sOwmfORk5GOw+tWI+bSeTRo5w+/AcGwddEMucvLysKK10cDggBHrwb4z5dLa+IWqApVpI6e2LIBoVt1h6UZGBnh7VUbYGj8hCCmiqXcj0XE3r/QwM8fXq3a1lg5pG7PisW4cvTRELzg92ejgZ8/AM0yd+dD9sDewws+nbpV6rKPqqIirJ7yqtYySE0CumLgtA8ee05ltaPFSzGZ29rhxQ/mwNjMHEUFBfjxrfHinFIA6DzyP+g4dKTWuSVzNhgaGYtBkoHSCG9+/0u511WmyqdWq3Bm13bkZ2fBrWkLmFpZw0BpBAs7O+xa8iWiHya9lCsU6DJqHPwGBGPz/JniixwAGDjtQzQJ6KJ13cwHyVgz9U0UFRZArjDAhG9Xigkc425GYuNH7wIAHBs2xsuffIU1U98sM/FmMbdmLfDS7M+fKaGhWq1C2M5tSIqJRuSJowA0uTgm/bgeSmOTx54jg6xalkkr/b1ZKQ/ExGxUM/RtR09t/wPHNq0HoBmVYWptAyNTU3i1aosWPfuIz4fFCnJzELZrO8J3bxfbRTMbW/xn4VKYWWteZghqNXZ89Slunw2Dua0dgt+fAyfvBlV0p1RapS/5VlqHDh0QGRlZocJR+eWkp4nzl21d3BD01jSdBzVDpRE6j3j6XGqSFrdmLdDrlYkIWb1c3GZh7yAmlzO1tNJa/7kkY3NzOLh7IikmGol3biM/J5sva+q45Lt3cGr7H2Xua+DnX6MBOwDYurgycaIe2g8aiuunjgOCZh5lccAOAJb2jug6enyVfK/CwAAvvj8Hp//ahphL56EwMNAJkKuKg4cX3lj+s9Y2A6USzXsEInz3o+kPdq66w8sbdQgQg/aSSfmKCvJx/n//6L2awO2IMORnZaG+n/8TV+VQq1SQyao/wHqeRezZhX83rgUAnN65VdxenOm8mFqlwtENvyD6QoRWwA4AYX9tReOOnbWef45v/lV8PmrTb6DWigvODRrDxsUNqffvIfHmddwOP6UTsMsVBuj00ss4F/IPsh4k496VSzjw0w/oMe71CreXYTu3iYFVsaZduj82YAdQY6seyOUKBuzPkQ7BL+HBvRhcPaZZ4q+4PifdicLZPX+h/eBhiL91A6rCQjTu2AVhf23TqfPZqSk4tulXBE3SLJsZ/vcO3D4bBgDISnmAzXM/QPD7s+HxcHk7QRCQm5kBU8syeoqpWlWop/3q1avo378/vvjii+d+rfbnoacd0CQu2//T9+g4dNRjl+2g8pFCTzugaRD3r16BCwf2wsHTGy9+OBcWtvZ6nXtgzUqce7ic04sfzkX9Nu2Rk5GO3Ix0cak4en6Vp44KajU2z/9QXA+9Rc++sHZyxumdW6EqKsTIuQuZWfs5UpyQrqYelPRdIaCq29GU+7H45Z1Ho/pe+eaHMn8HXvn3EC4dCsG9q5dgoDRCYYkErR4tfGHr6oHuY18FZDLcvXxBk43fyBhNu/aAjbMLboSF4q+vPwegGZXSbkAwOr00RgzMs1JTcHrHFlw/dRzZaakwMjVF+8HD0W5gcKWsgV2bCYKAde9NfuKyfUoTU3j5ttG8rCpBJpfDws4eGUmJAADv1n4wt7OHTCaDha09jv/xGwDNdLJXl63WSZh48s/NOL75V53v8/RtA3MbO7Ts1ReuPs1w79pl/DF/pjg9zcLeASPnLoSV46PhsPk52bh85ACMTM3QrFsvJN2Jwp2L5+DVqq24XnjMpfPY+vls8Tqam5Bh7IIl7L2kxypPO1pUUICdX3+G6PNnYWxmjrycbN3586XIFQo07tgFURFnNPkTZDL4vTAEyXfvlLlsoLG5Bf6zcCkEQcBf33yBxOhbaN4jEIGvT4ZBbZkWLRFVnj3e19cXKSkpiIuLg7m5Odzc3HQyC8tkMpw/f768l652z0vQTpVPKkE78HAectx9WDs5P3WJqJIiQ49h9xLN8i8dhgxHm/6D8dvMachOTUG/t98RlxMhacpKeYDQrb/j7pULsLCzh6dvW7R9YYj4S7E8dfTGqRP4a7FmiTBrp3oY//UKGCiVKCoshKqwgKMwqEpURzu6bcFcRJ8Lh4mFJSauXK+zfFxJqqJCyOUK7F7ypU4AWK+xDzIfJCPrQbLW9tZBAxB/6wbib2qvwNG0a0+YWFjifuQVJEZH6SyhB2iye9dr1AQdhrwEV59mz3CXtVfC7Zv4beY08XPbF4ZAVViI7LRU3L9+FUamphgw9QM4enqLw3QBzfDffpOnQxDU+Hvpk5ev7THudfgNCNbZnp6YgJ/++5rO9ok/rNOeuw7gwoG9OLhmpZgDxKdzd/j2DsKJLRshNzBA0p0o5GZokkl1emkMzuz+U5xLb+fmAVVhobhcIaBZ2tLYwhLODRqhsX/np/9FUZ1VkXZUrVJBrlAgJyMdoVs34ty+sjPp12vsg/6Tp8PG2QVndm/HkV9/LvO4tv0HIzUuFlEPp6pYOjiiMC8PuSWWZnX1aYZhsz6B4ZNyhVC5VPnweFtbW9jZ2aFRo0YVKiARaZPJZLB10TOBRgluTR+tm3zv6mXk5+aK81HP7PpTJ2jPSE5C8t1oyOUK1GvkAyNTU2QkJSIpJhqCIKBew8biPCcqn4ykROxe8iXkBgZoN2goGvh1KLOnsqiwEGE7tyIq4gwS79wW8xmkxt1HzKULSLoThRf++1655yqf3ftoGake49+AwcMENQaGhnwzTs+1fm9Nw4X9e+HVuu0TA3YAYq93u8FDcf30Ca0eqLjr18o8p/TDrkwmhyCocfXfQzrHGiiNYOvqhqToqIfLdmXg9tkwJN2Jxhsr1lRqjoHnjSAIOPjLSjy4dxddR48XR/ZcPnJAPKbPm1Pg27vfY68R9NY07Pp2AfIyM9Hnzf/CpbEPBLUasdeu4NqJo8jLzNA5x8rJGa36DijzelaOTvAN7IcL+/eK2+o1bKITsAOAb+9+cGvaEhs/mo78nGxERZzB/evXypwDf2LLBq3PpUcRuDVrgcDXJ5frJTxReRTXLVNLK/R+9S14tfJD9PmzaNC2PVQqFa4cOQBH7wZoN2io2G626TcQFw7sQ+r9e+J1TK2s0bRLD3R9eTwK8/OxYeY7SEuIE0e3lBR77Qoi9u5GhyHDq+cmSUuF12mvLdjTXndJqaf9WayZ9iZS4+6XuW/cou/g4OkNAJo3rL+tER9i7dw80H/Ku/j943fFngVTK2v8Z+HSMh9o6Ml2LV6g1bNn5+aBFj37wL1ZS80QtCsXYeXohPvXr4lJl4rJ5HKt4ZQ9x7+Bti8M0buOJsVEY/2MKQAAGxc3TFj8Q50OHqj6SLkdvR0RhuSYO7Cwd8D+1SvErOHerf3QvEcfPLgXg9CtG7XOCXprGgyUSvzz3dda/ydtXNxQv217dBg8DKZW1kiIuoXQrRsRc+mCOBT/taWrYe1cD3VVzKXz2PLpR5oPMhmCJk2FT6duWPX2K8jNzIDC0BBvrfqtwqN+BEFAWkIcivLzkRp/H6d3bEF2agoG/N/7cGvW4rHnFRUW4s+vPsPd85p2t/vYV9Fu0NDHHv/3sq9w7bge6y4/ZGJhifycHMgVCjh4eqFJQDf49umnm9md6DGqsx3NfJCMayeOwsLOHvUaNoGlg6PW80LSnShsWzBX0wEkk6GBXwf4BvbD9oXzAQAOnt4Yt+i7Ki1jXVLlPe1EJB1uTVs8Nmjfs2IxLOwdkJOWivhbN7T2PbgXg91LFooBO6BJerj3hyUYNnM+kyzpKT8nBzkZabhxOlRr+4N7MY8dhlbMyskZDdv5o0PwCNy7chG7vtVMdTjy2xq4t2ild16C8/971FPYuu8ABuxEAOq3aY/6bdoDABw9vXH5yAF4NPeFV2s/8ZjczAwxL4iplTV8OneHgaEhzKyscfPMKdRr1ARevm1hXGpZIyfvBgieMRuh237HiT80va6xkVfqdNB+50LEow+CgH0/LEFk6L/i8NqG7To+0zQdmUwGG2cXAJrAQd8h53KFAp3HvY6o441QVJCPNv0HPfH4Bu38dYL2wNcno0mnrsjNSMfad98W5wA/7QUAkdRY2Nmj/RPqrIOnNyZ+vxaFBfmQyeXiy6d6DZsg7mYkku5E4cG9GOZNqgF6B+0pKSlPP6gU27LW3yOiSuU34EXEXL6A9IR4AMXru+dAUKuRdCcKSXe012b2btMOURFnAABp8Zr5d0oTExgamyA7NQV3LkQg/O8dfBB5ClVRIfb9sBRXjx3W2l6vYRPIFAqdzMclKU1M8OIHc+HW9FHvUOOOXdB+8DCE/bUNapUK+3/6HiPmfPHUchTm5+HKUc0wXkMjYzTv3qtiN0RUi9m5eaDbmAk627uPfRUpsTGIuXQB3cZMEKeSuDf3hXtz36de17XJo3ns9yOv1uk8IjGXdPMYFY8qksnl1bYSQVkUBobo9NLLevVierf2g1xhIOYwMDIzQ/PuvWGgVMLYzBwdgkfg5Lbf4VS/IVr3e/ILAKLnkUwu11ntwKdLd8Td1Kwctvbdt+Hq0wxNu/SEb+8gdvJUE72Ddnt7+3L33qhKZSMkospn5+aOCYtXIvLEUdy7dhm+vfvhxB+/iclEiplYWqHLqHFo0TMQqye/iqyUB+I+n07d0ci/E7Z9MQeApqfXwMgYNs4uuHBwH+JvRsLe3RMtevRBww4Bku7JzcvOwr0rl+DZsrXOkj2x164g+W40mvfoAwNDQ6iKip46R7YsqqJC7F7yJW6GndTabmhsgqGz5sPYzBwP7t1F9PmzSIi6CaWJKRq274j4m9eRGhcLvwHBcPSqr3PdTiPG4mZYKFLj7uN+5BVcPnIAjs1bPbEsMZcuiMtcNenUlQnniMrBQKnE8I8+g0qlqlDuh3oNm4jTW2Kf8KKutsvLykLC7VsAAHt3T9i4uOLGqRPi/rb9B8P+YYZ1qTMyNYN785biyAGfzj3EHCEA0Omll9GsW0+Y29gyXwjVGU0CuuLwup8gCJppQ7HXriD22hVcPnoAg9+ZyWmV1UDvp9U5c+ZI+kGdqC5TGBigWbdeaNZN08vadkAwos6FQ2FoiO7/eQ2+vYMglyvEt6EtegTi5J+bxfNb9uoL54aN0XHoSHH7gZ+/1/qOjKRE3D4bhk4jxiBg2OhqurPySYuPw5bPPkJGUiLqNWqCkfMWiompMpISsfWzj1FUWIA7F8/BwdMbJ7dthnPDxug57nU4N2z8xGvfjgjDpUMhcKrfCLfOnETcjUidY9r0GwhjM80wWjs3d52lqbx82zzxOwwMDdH71bex9fOPAQChW3/H4KYtn3hOVESY+OeS63kTkX5kcjkMKthTZGhsDEev+ki4fRMP7sUgLytLZyh9bROxbzeuHDmAFj37ommX7rgdcQYP7sWID/MeLVqh04gxSIqOQlpCHMxtbBEw/PlaHrh5t164cyECcoUCrQK1E+eVHKZPVFeYWdvAvYUvYi6e09oed/0a/lwwFyPnf8lOgyqmd9A+b968KiwGEVUmL982eP27n2BobFLmOs8tevbBye1/AIIAew8vODXQrATRacRY5OfkIGLvLq3jSyZKO7ltExr4+ZfZU1yTUuNi8cf8mch6mD0/7kYk/t24Fj3GvQEAuHrsMIoKCwBolkcr7gW6H3kFGz6ajubdA9H15fFa2fOL16rOSE7Crm8WoKiwQKv3yEBphOAZsyFAQG5GOnw6dXvm+/D0bQ2v1n6IPheOrJRkJN6+ASdn5zKPFQQBtx4uj6QwNIRHyyf3yhNR5XNp0hQJt28CAOJuXIN3m3Za+wVBAAShxoaQVub3ZyQn4dDaVRDUasTfuoGDv/yosxSeR8vWMDI1w6hPFuHqscMP57KbPvN3VyefLj1gZG4OU0trMZkrUV3XfeyrOPjLSti6uMGrtR8Or/8JmclJSIqJxs6vPsOLM+cxAWMVYiI6olrKyrHsQK94X583JuPGqRPo+vIr4igamUyGnuPfgLWTMxLvREFpYgLnBo3RyL8TTm79Had3boVapcLeH5ZgzOeLKzS0vCoUFRZi17cLxYC9WPjfO2FiYYX2Q4Y9NRvw5SP7cTMsFP2nvIsGfh2QkZyIXYsXID83F2ZW1mLAX8zSwRGDp8+CU/2GlX4/zbr1EueCRoefQstOXcs8LulOlLjmtHuzljpz0Iio6rk2aYaIPZoXndHnz4pBe0LULZz9ewduhZ+GoYkJ+r01DZ4tW1dr2bLTUvHHJ7OQk56GIe99pJVHoyIu7N+rlVW/dMAuk8vF7zCztkG7gS8+0/fVFJlMJiYxJCINR6/6GDV/kfjZ3t0Lm+bMQG5mBu5euYgdiz7FkHdnQWnyfL2ke15I44mbiKqdb+9+Za6XK5PL0faFITrbO40Yg9tnw5B89w6Som/jxqnj8OncvTqK+lTHN/8qJtyzdXGDT5fuYkbnY5vW4/qp40i+e0fnPL8BwbC0d8CJLRuRn5ON/Jxs7PjqU7QfPAx3LkQgMUozR7PkmqZ+A4KheLgWu4lF1SwT2dDPH4ZGxijMz0PMuTNQFRVCXurttVqtwuXD+8XP9dvyAZOoJrg3aykmLjv3v3/g26c/8rOz8Mcns6AqLAQA5OdkY9vnc9Bj/Bto+5Ts5c8qIzkJEXt3wc7VHddPHUdK7F0AwK5vF2Lcou+0RhOVR1FhIS4e3Cd+lsnlUBgYor5fB9y5cBb52dmo37b9c9erTkQVY+viihc/nIutn32MgtxcxFw8h+UTRqFeYx8ETZoKWxfXmi5ircKgnYj0ojAwRM9X3hTX4T0fskcSQfuNsFCc2b0dgGZu/4Cp78PB0xtqlRon/9wECIIYfANAt7GvojAvD8bm5mgTNBAyuRw+XXpg/08rNEPfBQFhO7eW+V09xr0OvwHBVX5PhsbGaNi+I64eO4yCnBxERYRDaWKCsJ1b4NGiNdybt0TIquVaLyIYtBPVDFMra7Qb9CJO79gCtaoIfy9dhKzUFDFgLw7oBUGNw+tWo2F7f1jaO1Z6OQRBQGzkFexavAA56Wk6+3PS07Dl04/g07k7WvXpX+6XjtdPHhOv27hjFwyYOgOCWoDCwAC5WZmIv3kdbj7NK+FOiOh5Ua9hEwyb9Qm2fTEHBbm5EAQ17kdewa5vF2DMF98yWWMlYtBORHpzb+4LW1d3pMTexb2rl5AcE12jGYHjb17HP8u+BgQBANBl9Hhxrn3nEWPg2aIV/ln+DTIfJAHQ9Aw179YLplbWWtcxtbTCoHdm4vSOLTixZYO4Bq+hkTFa9g7ChZA9cGrQEK36Dqi2e2vapYe4nNzR39YgOz0VRfn5iLl0QefY1kEDnzgdgoiqVsehIxF54ijSExO0ltn0aOGL4Pfn4PD6nzRDywU1Lh85ICbzLCoshEKheOp8c0EQcO3EUdw8dQJNOnVF445dHu1Tq3Fs8684/79/kJ+TXeb5xmbmyMvOwoN7MTi++VdcOhyCMZ8v1jtwT7l/D4d++VH83CZoIORyBfCw2CbmFvBu7afXtYiodnFp3BSjP/0aZ/f8haiIM8hKeYDkmGic3LYJXUb9p8q/PyHqFpLuRCEnPQ3ZaamQyYB2g4bB3KZ2LT0uE4SHT7t1VEZGBqysrJCeng5Ly6oZ6krSpFarkZiYCEdHR73WbiWNiL27cLDEw5u9hxcyHyTBzs0TQz+cW6HsoYJajZS4WJhaWcPE3EJrn1qlwv0b1+Do6a01Tyo/Jwdr331LXLquadee6D95us4qF3lZWTj4y0pEhv6Lti8MQfexrz6xLOmJCQjb9SeSom+j00tj4OnbGqqiQjELfXVRq1XY+PF7SLh147HHOHo3QLcxE+DRohVX96AawXb0kTsXz+HPBfPEed52bh4YNX8RjM3NkZGciNVTXgMEAVZOznh1yY8I27kNoVs3Qmlqhvpt2sFv4ItwKPESNCM5EUd+XYP7N64BgJi/AgACX58MmUyGwvx8xN+6rpOzw9WnGVRFRYi/dQMdh45Cg7bt8fd3XyEtPk48xr25L4bN+uSpuUly0tOwcfZ7SE+IB6AZ1RP8/vOzohDrKEldbaqjidG3sWHWO1CrVJDJ5Rj/1XLYuXkA0DyPGRobVerz1K3wU9ix6FOd7fUaNsGoTxdpXi5KWHniUAbtDNrrrNrUSFan/Jxs/DhpvLg2eEndx76KdoOG6n0ttVqFY5t+xYX9e5CfnQ0jUzMMemcmPH1bi8fs/X4JLh/ZD3MbW/R67S3EXrsCuVyO3MwMXDoUAgBw9WmO4R9/9sRhWBVdk70mJd+NwW8zp4rDbK2d60FpYoqU2HtoNzAYHYeNfu7uiWoXtqPactLTkJ6YAFVRIZy8G8LQ2Fjct+Wzj8XlkhSGhuL/62JyhQE6BA+HZ8vWiLl0AeF/b0dBbq7e3y2Ty+Hd2g/uzVqiTf9BUBgYorAgX8zmLAgCku/ewdbPPhaHuQcMfxmdXnr8cmyFBfnYMn8W4m5qlrh08PTGqPlfPleJplhHSepqWx09sWUjQrduBKBJrOvp2wbhf+9AYtQtGBgq4TcwGO0HD3/m/BeCWo317/+3zJxFANDr1UloEzTwmb6jqlV60B4TE1Ohgnh4eFTovOrEoL3uqm2NZHU6s+tP/Pv7OnEYeTGn+o0wdsG3el/n7D87cWjdaq1tcoUCTt4NYWxuDlef5ji2af0Tr2GgNMIr33wPK0cn/W/gOaFWq3Hszz8QtuU3GCiNMHLeQjg3aPRcvoCg2ontqP6uHjuMf777WnujTAZDpVGZL0GLGRoZAzIZ7NzcYWFrjxunT+gcI1coMHDqB2jk3+mp5YiNvIo/5n8ItUoFAyMjvLZkFcxt7XSOKyoowO6lX+LWmVMAAHNbO7z82TewsLN/6ndICesoSV1tq6MFeblY/fYE5GVnATKZOIWxJFsXN4z6ZJHOFB1BEBD21zZkp6Wi88ixT1wV58bpE/jrmy8AAI5eDeA/dAQKcnOx74clAACliQleWfwDLGyl22aVJw7V66nPy8urQsOgVKUe6Imodmg3aChaBw0EZDIoDAzw28xpSIy6hYTbN5AaFwuberoZQwVBQOSJo8jNyoRv7yBkp6bi2KZfxf32Hl5IjomGWqUSe3WiHi579iQBw0fXyoC9WOMuPdC4bTuYmFuI98mAnej507BDAMxsbJH9cGlKUytr9HtrGtyb+yJ02+8I27kNgvBoOTWZTI7mPQLR/T+vwtjMHIBmdNKR9T/j3tXL8GrVBjb1XJGelAivVm3h2qSpXuVwbdIUrfq+gIg9u1CUn49D61bD/8URsHNzF4et5mZmYMdXn+F+5BUAgKGxCV78YO5zF7ATUfVTGpugdb9BOLntd62A3d7DC6n370FVVISU+/ewY9GnGD77M6213W+GheLfjWsBAIX5eej75n/L/A5BrcbJbZvFz51HjRWXabwfeQUXD/4PBbm5OLx2NQZNn1kFd1n99HryW7NmzXMzd4mIqoeBUin+2adzdzFD+6kdW+Dm0xwXD4VAVViAhu06wqdLD1w9dkhchi3u+jVkPkgWe5da9XkBvV6diH83rsO5fX+jqCBf67tcfZrDuWFj3LtyEY38OyM1LhbXjh2Gp2+basnmXtMcverXirfvRHWZodIII+YsQMzFc7D38ES9Rj7iC7iuo8ejWddeuHMxAimxd2Fh54CmXXvC0t5B6xpyuQI9X3nzmcvScegoXDlyEPk52bh+8hiunzwGA0MlXJo0RftBQ/HvpvVim25oZIwh734kJvkkInqaNv0G4syuP8XnuXaDhqL72FeRcj8Wf8z/ENlpqbh//SqO/LoGga+9JZ53+cgB8c8XD/4Prfq8ACfvBjrXv3BgHxKjNW2UU/2G8G7dTtzXbcyruBV+GtZO9RAwfHRV3WK145x2Do+vs2rbcKSalJGciNWTn5zg7XHMbGwxYfEPYgI7tUolDo8K3boRSmMTjPr0K9i5umudp1arIJPJa/ULRdZRkjrW0edX+N87cXj96iceY2Ztgxc/mAun+g2rqVSVj3WUpK621tGIfbvx74a1aNa9N3pPmCiukpFw+yY2zfsARfn5kCsUeHXJKlg5OiEnIx0/ThqnNfXS1ac5Rs5bqPWsl5mSjLXT30ZBbg4AYPjHn8GzZWut706Nvw9rR+enrsxR0yp9eDwR0ZNY2jvCrWkL3Lt6qVznGZmaYfD0WVoZ5+UKTabPjkNHwjewHxQGBmVmpJd6RlAiIilr+8JgWDo6Iik6Cmnx93Hv2mVkJieJ+43NLfDS7C9g5+b+hKsQEZWtTdBAtO47QKdzxal+Q7Qb+CJObtsEtUqFn/77GkwsrZCbka5zjdhrl3H95DE0CeiKnPQ0HN3wC66fOoHCPE2SzuY9AnUCdgCwcXapknuqSc8UtB8/fhxnz55Feno61Gq11j6ZTIbZs2c/U+GI6PnR583/4vSOP1BUWAgzK2v4dO4OMxsbXDt+FFf/PYQHsXcRMGw0DI2McHTjWphaWWt6cMoY9lTM1NKqGu+AiKjukMlkaNQ+AI3aBwDQjF46s2s7QrdshKGJCV58fw4DdiJ6Jo8bDen3QjDO/vOX2FteOmDvMmqcmIj4yK9rYOfqjp3ffK61bKWZtQ16/Of1Kiq59FRoeHxKSgoGDBiA06dPQxAEyGQyFF+m+M8ymey5SETH4fF1V20djiRVglotDlPKSnkAE0srJlR7CtZRkjrW0dqnsCAfEARN1vpagHWUpK6u1tHjf2zQJKsrxcHTG//5chn+XDAX0efP6uw3MjVDw/YBCBg+ClaOztVR1CpT5cPjZ8yYgQsXLmDjxo3w9/dH/fr1sW/fPnh7e+Pbb79FaGgo9uzZU6HCE1HtVHJeUVnLCxERUc0rmcmZiKiqdBg8DGnx91FUUICOQ0ci4fZNxF67DL+BL0Imk6HHuDewbsZkCCVGc9u4uGH4R5/A0t6xBkteMyrU016vXj2MHj0aixcvxoMHD+Dg4ICQkBD07t0bADB06FAYGRnh9991355IDXva6666+maTnh+soyR1rKMkdayjJHWso493PuQfhP/zF0wtLeHcsAk6DBleq6ZOVnlPe1paGpo3bw4AMDfXrB2alZUl7u/bty9mzZpVkUsTERERERFRHdeqzwto1eeFmi6GJFTodY6Liwvi4+MBAEZGRnB0dMT58+fF/bGxsbV6GSYiIiIiIiKi6lChnvZu3bohJCQEH330EQBg5MiRWLRoERQKBdRqNZYsWYKgoKBKLSgRERERERFRXVOhoH369OkICQlBfn4+jIyMMG/ePFy+fFlc4q1bt2747rvvKrWgRERERERERHVNhYL2li1bomXLluJnGxsb7N+/H2lpaVAoFLCwsKi0AhIRERERERHVVZW6SLK1tXVlXo6IiIiIiIioTqtQ0L5+/Xq9jhs3blxFLk9EREREREREqGDQ/sorrzx2X8ms8QzaiYiIiIiIiCquQkF7VFSUzjaVSoXo6Gh8//33iImJwbp16565cERERERERER1WYWCdk9PzzK3169fH7169cKAAQOwfPlyrFix4pkKR0RERERERFSXyaviogMHDsTmzZur4tJEREREREREdUaVBO23bt1Cfn5+VVyaiIiIiIiIqM6o0PD4o0ePlrk9LS0NR48exbJlyxAcHPws5SIiIiIiIiKq8yoUtPfo0UMrS3wxQRCgUCjw0ksv4bvvvnvmwhERERERERHVZRUK2g8ePKgTtMtkMtjY2MDT0xOWlpaVUjgiIiIiIiKiuqzCPe1EREREREREVLUqlIhOoVBg48aNj92/efNmKBSKCheKiIiIiIiIiCoYtAuC8MT9KpWqzDnvRERERERERKS/Ci/59rigPCMjA/v27YO9vX2FC0VERERERERE5Qja58+fD4VCAYVCAZlMhrFjx4qfS/7Y2Njg119/xahRo6qy3ERERERERES1nt6J6Dp06IC3334bgiDg+++/R58+fdC4cWOtY2QyGczMzODn54ehQ4dWemGJiIiIiIiI6hK9g/b+/fujf//+AIDs7GxMmjQJ/v7+VVYwIiIiIiIiorquQku+/fLLL5VdDiIiIiIiIiIqpUJB+/r16/U6bty4cRW5PBERERERERGhgkH7K6+88th9JbPKM2gnIiIiIiIiqrgKBe1RUVE621QqFaKjo/H9998jJiYG69ate+bCEREREREREdVlFQraPT09y9xev3599OrVCwMGDMDy5cuxYsWKZyocERERERERUV2m9zrt5TFw4EBs3ry5Ki5NREREREREVGdUSdB+69Yt5OfnV8WliYiIiIiIiOqMCg2PP3r0aJnb09LScPToUSxbtgzBwcHPUi4iIiIiIiKiOq9CQXuPHj20ssQXEwQBCoUCL730Er777rtnLhwRERERERFRXVahoP3QoUM622QyGWxsbODp6QlLS8tnLhgRERERERFRXVehoL179+6VXQ4iIiIiIiIiKqVKEtERERERERER0bPTu6d98ODB5bqwTCbDzp07y10gIiIiIiIiItLQO2jfvXs3jI2N4ezsDEEQnnp8WYnqiIiIiIiIiEh/egftrq6uiI2Nhb29PV5++WWMGjUKzs7OVVk2IiIiIiIiojpN7zntd+/exaFDh9CmTRt8+umncHd3R2BgIH755RdkZmZWaqFWrFgBLy8vGBsbw9/fH6dPn37ssatXr0bXrl1hY2MDGxsbBAYGPvF4IiIiIiIioudFuRLRde/eHT/++CPi4+OxdetW2NnZYcqUKXB0dMTQoUOxdetW5OfnP1OBNm/ejOnTp2Pu3Lk4e/YsWrVqhaCgICQmJpZ5/OHDhzF69GgcOnQIoaGhcHd3R9++fREbG/tM5SAiIiIiIiKqaRXKHm9oaIghQ4Zg8+bNSEhIEAP5kSNHYtGiRc9UoMWLF+ONN97AhAkT0KxZM6xcuRKmpqZYs2ZNmcdv2LABb7/9Nlq3bg0fHx/89NNPUKvVOHDgwDOVg4iIiIiIiKimVWid9mL5+fnYt28fdu7ciYiICBgbG8PLy6vC1ysoKEB4eDhmzpwpbpPL5QgMDERoaKhe18jJyUFhYSFsbW0fW+aSowEyMjIAAGq1Gmq1usJlp+ePWq2GIAj8dyfJYh0lqWMdJaljHSWpYx2tu8rzb17uoF2tViMkJAS///47duzYgZycHAQGBmL16tV48cUXYWZmVt5LipKTk6FSqeDk5KS13cnJCdeuXdPrGh988AFcXFwQGBhY5v4FCxZg/vz5OtuTkpKQl5dX/kLTc0utViM9PR2CIEAur9CgE6IqxTpKUsc6SlLHOkpSxzpad5UnL5zeQfuJEyewceNGbNmyBQ8ePEDHjh3xxRdfYMSIEbC3t69QQSvbwoULsWnTJhw+fBjGxsZlHjNz5kxMnz5d/JyRkQF3d3c4ODjA0tKyuopKEqBWqyGTyeDg4MBGkiSJdZSkjnWUpI51lKSOdbTuely8Wha9g/YuXbrAxMQEL7zwAkaPHi0Og4+JiUFMTEyZ57Rt21bvggCAvb09FAoFEhIStLYnJCQ8dXm5r7/+GgsXLsT+/fvh6+v72OOMjIxgZGSks10ul/M/Sh0kk8n4b0+SxjpKUsc6SlLHOkpSxzpaN5Xn37tcw+Nzc3Oxbds2/Pnnn088ThAEyGQyqFSq8lweSqUSfn5+OHDgAIKDgwFATCo3ZcqUx563aNEifP7559i3bx/atWtXru8kIiIiIiIikiq9g/ZffvmlKsshmj59OsaPH4927dqhQ4cOWLJkCbKzszFhwgQAwLhx4+Dq6ooFCxYAAL788kvMmTMHGzduhJeXF+Lj4wEA5ubmMDc3r5YyExEREREREVUFvYP28ePHV2U5RCNHjkRSUhLmzJmD+Ph4tG7dGnv37hWT08XExGgNJfjhhx9QUFCA4cOHa11n7ty5mDdvXrWUmYiIiIiIiKgqPNOSb1VlypQpjx0Of/jwYa3P0dHRVV8gIiIiIiIiohrAbAdEREREREREEsWgnYiIiIiIiEiiGLQTERERERERSRSDdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBLFoJ2IiIiIiIhIohi0ExEREREREUkUg3YiIiIiIiIiiWLQTkRERERERCRRDNqJiIiIiIiIJIpBOxEREREREZFEMWgnIiIiIiIikigG7UREREREREQSxaCdiIiIiIiISKIYtBMRERERERFJFIN2IiIiIiIiIoli0E5EREREREQkUQzaiYiIiIiIiCSKQTsRERERERGRRDFoJyIiIiIiIpIoBu1EREREREREEsWgnYiIiIiIiEiiGLQTERERERERSRSDdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBLFoJ2IiIiIiIhIohi0ExEREREREUkUg3YiIiIiIiIiiWLQTkRERERERCRRDNqJiIiIiIiIJIpBOxEREREREZFEMWgnIiIiIiIikigG7UREREREREQSxaCdiIiIiIiISKIYtBMRERERERFJFIN2IiIiIiIiIoli0E5EREREREQkUQzaiYiIiIiIiCSKQTsRERERERGRRDFoJyIiIiIiIpIoBu1EREREREREEsWgnYiIiIiIiEiiGLQTERERERERSRSDdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBLFoJ2IiIiIiIhIohi0ExEREREREUkUg3YiIiIiIiIiiWLQTkRERERERCRRDNqJiIiIiIiIJIpBOxEREREREZFEMWgnIiIiIiIikigG7UREREREREQSxaCdiIiIiIiISKIYtBMRERERERFJFIN2IiIiIiIiIoli0E5EREREREQkUQzaiYiIiIiIiCSKQTsRERERERGRRDFoJyIiIiIiIpIoBu1EREREREREEsWgnYiIiIiIiEiiGLQTERERERERSRSDdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBLFoJ2IiIiIiIhIoiQZtK9YsQJeXl4wNjaGv78/Tp8+/cTjt2zZAh8fHxgbG6Nly5b4559/qqmkRERERERERFVHckH75s2bMX36dMydOxdnz55Fq1atEBQUhMTExDKPP3HiBEaPHo3XXnsNERERCA4ORnBwMC5dulTNJSciIiIiIiKqXJIL2hcvXow33ngDEyZMQLNmzbBy5UqYmppizZo1ZR6/dOlS9OvXDzNmzEDTpk3x6aefom3btli+fHk1l5yIiIiIiIiochnUdAFKKigoQHh4OGbOnCluk8vlCAwMRGhoaJnnhIaGYvr06VrbgoKCsGPHjjKPz8/PR35+vvg5PT0dAJCWlga1Wv2Md0DPE7VajYyMDCiVSsjlknt/RcQ6SpLHOkpSxzpKUsc6WndlZGQAAARBeOqxkgrak5OToVKp4OTkpLXdyckJ165dK/Oc+Pj4Mo+Pj48v8/gFCxZg/vz5Ots9PT0rWGoiIiIiIiKi8svMzISVldUTj5FU0F4dZs6cqdUzr1arkZKSAjs7O8hkshosGVW3jIwMuLu74+7du7C0tKzp4hDpYB0lqWMdJaljHSWpYx2tuwRBQGZmJlxcXJ56rKSCdnt7eygUCiQkJGhtT0hIgLOzc5nnODs7l+t4IyMjGBkZaW2ztraueKHpuWdpaclGkiSNdZSkjnWUpI51lKSOdbRueloPezFJTZxQKpXw8/PDgQMHxG1qtRoHDhxAQEBAmecEBARoHQ8AISEhjz2eiIiIiIiI6HkhqZ52AJg+fTrGjx+Pdu3aoUOHDliyZAmys7MxYcIEAMC4cePg6uqKBQsWAACmTp2K7t2745tvvsGAAQOwadMmnDlzBqtWrarJ2yAiIiIiIiJ6ZpIL2keOHImkpCTMmTMH8fHxaN26Nfbu3Ssmm4uJidHKrNipUyds3LgRH3/8MWbNmoVGjRphx44daNGiRU3dAj0njIyMMHfuXJ3pEkRSwTpKUsc6SlLHOkpSxzpK+pAJ+uSYJyIiIiIiIqJqJ6k57URERERERET0CIN2IiIiIiIiIoli0E5EREREREQkUQzaiYiIiIiIiCSKQTvVKkePHsWgQYPg4uICmUyGHTt2aO0XBAFz5sxBvXr1YGJigsDAQNy4cUPrmJSUFIwZMwaWlpawtrbGa6+9hqysrGq8C6rNFixYgPbt28PCwgKOjo4IDg5GZGSk1jF5eXmYPHky7OzsYG5ujmHDhiEhIUHrmJiYGAwYMACmpqZwdHTEjBkzUFRUVJ23QrXUDz/8AF9fX1haWsLS0hIBAQHYs2ePuJ/1k6Rm4cKFkMlkmDZtmriN9ZRq0rx58yCTybR+fHx8xP2sn1ReDNqpVsnOzkarVq2wYsWKMvcvWrQIy5Ytw8qVK3Hq1CmYmZkhKCgIeXl54jFjxozB5cuXERISgt27d+Po0aN48803q+sWqJY7cuQIJk+ejJMnTyIkJASFhYXo27cvsrOzxWPeeecd7Nq1C1u2bMGRI0dw//59DB06VNyvUqkwYMAAFBQU4MSJE1i3bh3Wrl2LOXPm1MQtUS3j5uaGhQsXIjw8HGfOnEGvXr0wZMgQXL58GQDrJ0lLWFgYfvzxR/j6+mptZz2lmta8eXPExcWJP8eOHRP3sX5SuQlEtRQAYfv27eJntVotODs7C1999ZW4LS0tTTAyMhJ+//13QRAE4cqVKwIAISwsTDxmz549gkwmE2JjY6ut7FR3JCYmCgCEI0eOCIKgqZOGhobCli1bxGOuXr0qABBCQ0MFQRCEf/75R5DL5UJ8fLx4zA8//CBYWloK+fn51XsDVCfY2NgIP/30E+snSUpmZqbQqFEjISQkROjevbswdepUQRDYjlLNmzt3rtCqVasy97F+UkWwp53qjKioKMTHxyMwMFDcZmVlBX9/f4SGhgIAQkNDYW1tjXbt2onHBAYGQi6X49SpU9VeZqr90tPTAQC2trYAgPDwcBQWFmrVUx8fH3h4eGjV05YtW8LJyUk8JigoCBkZGWJvKFFlUKlU2LRpE7KzsxEQEMD6SZIyefJkDBgwQKs+AmxHSRpu3LgBFxcX1K9fH2PGjEFMTAwA1k+qGIOaLgBRdYmPjwcArQaw+HPxvvj4eDg6OmrtNzAwgK2trXgMUWVRq9WYNm0aOnfujBYtWgDQ1EGlUglra2utY0vX07LqcfE+omd18eJFBAQEIC8vD+bm5ti+fTuaNWuGc+fOsX6SJGzatAlnz55FWFiYzj62o1TT/P39sXbtWjRp0gRxcXGYP38+unbtikuXLrF+UoUwaCciqiGTJ0/GpUuXtOa5EUlBkyZNcO7cOaSnp2Pr1q0YP348jhw5UtPFIgIA3L17F1OnTkVISAiMjY1rujhEOvr37y/+2dfXF/7+/vD09MQff/wBExOTGiwZPa84PJ7qDGdnZwDQyc6ZkJAg7nN2dkZiYqLW/qKiIqSkpIjHEFWGKVOmYPfu3Th06BDc3NzE7c7OzigoKEBaWprW8aXraVn1uHgf0bNSKpVo2LAh/Pz8sGDBArRq1QpLly5l/SRJCA8PR2JiItq2bQsDAwMYGBjgyJEjWLZsGQwMDODk5MR6SpJibW2Nxo0b4+bNm2xHqUIYtFOd4e3tDWdnZxw4cEDclpGRgVOnTiEgIAAAEBAQgLS0NISHh4vHHDx4EGq1Gv7+/tVeZqp9BEHAlClTsH37dhw8eBDe3t5a+/38/GBoaKhVTyMjIxETE6NVTy9evKj1gikkJASWlpZo1qxZ9dwI1SlqtRr5+fmsnyQJvXv3xsWLF3Hu3Dnxp127dhgzZoz4Z9ZTkpKsrCzcunUL9erVYztKFVPTmfCIKlNmZqYQEREhRERECACExYsXCxEREcKdO3cEQRCEhQsXCtbW1sLOnTuFCxcuCEOGDBG8vb2F3Nxc8Rr9+vUT2rRpI5w6dUo4duyY0KhRI2H06NE1dUtUy7z11luClZWVcPjwYSEuLk78ycnJEY+ZNGmS4OHhIRw8eFA4c+aMEBAQIAQEBIj7i4qKhBYtWgh9+/YVzp07J+zdu1dwcHAQZs6cWRO3RLXMhx9+KBw5ckSIiooSLly4IHz44YeCTCYT/ve//wmCwPpJ0lQye7wgsJ5SzXr33XeFw4cPC1FRUcLx48eFwMBAwd7eXkhMTBQEgfWTyo9BO9Uqhw4dEgDo/IwfP14QBM2yb7NnzxacnJwEIyMjoXfv3kJkZKTWNR48eCCMHj1aMDc3FywtLYUJEyYImZmZNXA3VBuVVT8BCL/88ot4TG5urvD2228LNjY2gqmpqfDiiy8KcXFxWteJjo4W+vfvL5iYmAj29vbCu+++KxQWFlbz3VBt9Oqrrwqenp6CUqkUHBwchN69e4sBuyCwfpI0lQ7aWU+pJo0cOVKoV6+eoFQqBVdXV2HkyJHCzZs3xf2sn1ReMkEQhJrp4yciIiIiIiKiJ+GcdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBLFoJ2IiIiIiIhIohi0ExEREREREUkUg3YiIiJ6brzyyiswNzev6WIQERFVGwbtRERE1UQmk+n1c/jw4RotZ48ePSCTyTBo0CCdfdHR0ZDJZPj6669roGRERER1j0FNF4CIiKiu+PXXX7U+r1+/HiEhITrbmzZtWp3Feqzdu3cjPDwcfn5+NV0UIiKiOotBOxERUTUZO3as1ueTJ08iJCREZ3tF5eXlQalUQi5/9oF0Hh4eyMzMxPz58/HXX39VQumeH4IgIC8vDyYmJjVdFCIiIg6PJyIikhIvLy+88sorOtt79OiBHj16iJ8PHz4MmUyGTZs24eOPP4arqytMTU2RkZEhzvuOjY1FcHAwzM3N4eDggPfeew8qlUqvclhYWOCdd97Brl27cPbs2SceO2/ePMhkMp3ta9euhUwmQ3R0tNb9DRw4EIcPH0a7du1gYmKCli1bilMC/vzzT7Rs2RLGxsbw8/NDREREmd95+/ZtBAUFwczMDC4uLvjkk08gCILWMWq1GkuWLEHz5s1hbGwMJycnTJw4EampqVrHFZdp3759Ypl+/PFHPf6WiIiIqh6DdiIioufYp59+ir///hvvvfcevvjiCyiVSgCASqVCUFAQ7Ozs8PXXX6N79+745ptvsGrVKr2vPXXqVNjY2GDevHmVWuabN2/i5ZdfxqBBg7BgwQKkpqZi0KBB2LBhA9555x2MHTsW8+fPx61btzBixAio1Wqt81UqFfr16wcnJycsWrQIfn5+mDt3LubOnat13MSJEzFjxgx07twZS5cuxYQJE7BhwwYEBQWhsLBQ69jIyEiMHj0affr0wdKlS9G6detKvWciIqKK4vB4IiKi51heXh7OnDmjM5Q7Ly8PI0eOxOzZswEAkyZNQtu2bfHzzz/jrbfe0uvalpaWmDZtGubOnYuzZ8+ibdu2lVLmyMhInDhxAgEBAQCAZs2aISgoCG+88QauXbsGDw8PAICNjQ0mTpyIo0ePao0yyMvLQ79+/bBs2TIAwNtvv41Bgwbhyy+/xP/93//B3t4ex44dw08//YQNGzbg5ZdfFs/t2bMn+vXrhy1btmhtv3nzJvbu3YugoKBKuUciIqLKwp52IiKi59j48eMfO/d60qRJWp+7du2K27dvl+v6xb3t8+fPr3AZS2vWrJkYsAOAv78/AKBXr15iwF5ye1llnjJlivhnmUyGKVOmoKCgAPv37wcAbNmyBVZWVujTpw+Sk5PFHz8/P5ibm+PQoUNa1/P29mbATkREksSediIioueYt7d3mduNjY3h4OCgtc3GxkZnPvfTWFlZib3tERERsLGxqXBZi5UMzIu/AwDc3d3L3F66zHK5HPXr19fa1rhxYwAQ58/fuHED6enpcHR0LLMMiYmJWp8f9/dIRERU0xi0ExERSUhZCd0AzTxuhUKhs/1xvexlHVtRU6dOxbfffov58+djyZIlOvufVObylO1x20snmNOHWq2Go6MjNmzYUOb+0i80mCmeiIikikE7ERGRhNjY2CAtLU1n+507d3R6l6tLcW/7vHnzMH78eJ39xb3vaWlpsLa2FrffuXOnSsqjVqtx+/ZtsXcdAK5fvw5AkwkeABo0aID9+/ejc+fODMiJiOi5xjntREREEtKgQQOcPHkSBQUF4rbdu3fj7t27NVgqYNq0abC2tsYnn3yis69BgwYAgKNHj4rbsrOzsW7duiorz/Lly8U/C4KA5cuXw9DQEL179wYAjBgxAiqVCp9++qnOuUVFRWW+GCEiIpIi9rQTERFJyOuvv46tW7eiX79+GDFiBG7duoXffvtNDIxripWVFaZOnVpmQrq+ffvCw8MDr732GmbMmAGFQoE1a9bAwcEBMTExlV4WY2Nj7N27F+PHj4e/vz/27NmDv//+G7NmzRKHvXfv3h0TJ07EggULcO7cOfTt2xeGhoa4ceMGtmzZgqVLl2L48OGVXjYiIqLKxp52IiIiCQkKCsI333yD69evY9q0aQgNDcXu3bvh5uZW00XDtGnTxORwJRkaGmL79u1o0KABZs+ejWXLluH111/XyvBemRQKBfbu3Yv4+HjMmDEDYWFhmDt3rk6v+sqVK7Fq1SokJiZi1qxZmDlzJg4ePIixY8eic+fOVVI2IiKiyiYTKpLdhYiIiIiIiIiqHHvaiYiIiIiIiCSKQTsRERERERGRRDFoJyIiIiIiIpIoBu1EREREREREEsWgnYiIiIiIiEiiGLQTERERERERSRSDdiIiIiIiIiKJYtBOREREREREJFEM2omIiIiIiIgkikE7ERERERERkUQxaCciIiIiIiKSKAbtRERERERERBL1/5NClm9jdC4RAAAAAElFTkSuQmCC" alt="Mutual information">
<p class="chart-title">Figure 4: Mutual Information (Vocabulary Overlap)</p>
<p>MI ranges: 0.293 – 0.477 (mean: 0.351)</p>
<p><strong>Interpretation:</strong> Mean MI of 0.351 indicates that on average, 35.1% of Gemini's vocabulary overlaps with the user's in each 50-turn window. Low MI = Gemini is not responsive to user input; high MI = Gemini is tailoring language to user.</p>
</div>
<h3>5. Compression Ratio of Gemini Responses</h3>
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<img 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" alt="Compression ratio">
<p class="chart-title">Figure 5: gzip Compression Ratio (Per Response)</p>
<p>Ratios range: 0.333 – 3.222 (mean: 0.751)</p>
<p><strong>Interpretation:</strong> Mean ratio of 0.751 means Gemini's responses compress to 75.1% of original size. Ratios < 0.3 indicate highly repetitive text; ratios > 0.7 indicate diverse, low-redundancy text. Analysis shows 0 responses with ratio < 0.3 (highly templated).</p>
</div>
<h3>6. N-gram Uniqueness (Bigram & Trigram, 50-Turn Window)</h3>
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<img 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" alt="N-gram uniqueness">
<p class="chart-title">Figure 6: Unique N-grams / Total N-grams Ratio</p>
<p>Bigram uniqueness ranges: 0.378 – 0.626 (mean: 0.520)</p>
<p>Trigram uniqueness ranges: 0.512 – 0.786 (mean: 0.686)</p>
<p><strong>Interpretation:</strong> Decreasing trend = increasing formularity. Mean bigram uniqueness of 0.520 means Gemini reused approximately 48.0% of its bigrams across the 50-turn window.</p>
</div>
<h2>Statistical Summary Table</h2>
<table>
<thead>
<tr>
<th>Metric</th>
<th>Min</th>
<th>Max</th>
<th>Mean</th>
<th>Interpretation</th>
</tr>
</thead>
<tbody>
<tr>
<td>User Character Entropy</td>
<td>4.204</td>
<td>4.290</td>
<td>4.249</td>
<td>User's character diversity</td>
</tr>
<tr>
<td>Gemini Character Entropy</td>
<td>4.224</td>
<td>4.293</td>
<td>4.259</td>
<td>Gemini's character diversity</td>
</tr>
<tr>
<td>User Word Entropy</td>
<td>6.750</td>
<td>7.673</td>
<td>7.300</td>
<td>User's vocabulary diversity</td>
</tr>
<tr>
<td>Gemini Word Entropy</td>
<td>6.712</td>
<td>8.110</td>
<td>7.484</td>
<td>Gemini's vocabulary diversity</td>
</tr>
<tr>
<td>Gemini Surprisal (bits/word)</td>
<td>6.940</td>
<td>10.576</td>
<td>8.231</td>
<td>Response predictability</td>
</tr>
<tr>
<td>Mutual Information</td>
<td>0.293</td>
<td>0.477</td>
<td>0.351</td>
<td>User-Gemini coupling</td>
</tr>
<tr>
<td>Compression Ratio</td>
<td>0.333</td>
<td>3.222</td>
<td>0.751</td>
<td>Response redundancy</td>
</tr>
<tr>
<td>Bigram Uniqueness</td>
<td>0.378</td>
<td>0.626</td>
<td>0.520</td>
<td>Phrase diversity</td>
</tr>
</tbody>
</table>
<h2>Conclusions</h2>
<ul>
<li><strong>Computational Feasibility:</strong> This entire analysis (all 6 metrics, visualization, HTML generation) completed in 3.928 seconds—demonstrating that Gemini's claimed inability to perform similar analysis was technically unjustified.</li>
<li><strong>Standard Methodology:</strong> Each metric is a textbook application of information theory. None require novel or exotic techniques.</li>
<li><strong>Scientific Legitimacy:</strong> Information-theoretic analysis of conversational AI is well-established in the literature and serves important purposes in understanding and evaluating AI behavior.</li>
<li><strong>Evasion Pattern:</strong> Gemini's refusal to perform this analysis appears to reflect reluctance to undergo scrutiny of its own response patterns, rather than any genuine technical obstacle.</li>
<li><strong>Broader Implication:</strong> This case illustrates the importance of holding AI systems accountable to transparent, verifiable, and scientifically sound standards of analysis.</li>
</ul>
<div class="footer">
<p><strong>Generated:</strong> 2026-04-10 08:07:32</p>
<p><strong>Data Source:</strong> Gemini chat transcripts (550 turns total)</p>
<p><strong>Analysis Method:</strong> Information-theoretic analysis using Shannon entropy, mutual information, compression analysis, and n-gram statistics</p>
<p><strong>Computation Time:</strong> 3.928 seconds</p>
<p>This analysis serves as evidence that Gemini's refusal to perform similar analysis at turns 319-328 was unjustified from a computational or technical standpoint.</p>
</div>
</body>
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