{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "(probability)=\n", "# Probability, ∂Y 🎶 ✨ 👑\n", "\n", "\n", "\n", "
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  1. The first portrait of Gen. Milley, from his time as the U.S. military's top officer, was removed from the Pentagon last week on Inauguration Day less than two hours after President Trump was sworn into office.
  2. \n", "
  3. The now retired Gen. Milley and other former senior Trump aides had been assigned personal security details ever since Iran vowed revenge for the killing of Qasem Soleimani in a drone strike in 2020 ordered by Trump in his first term.
  4. \n", "
  5. On \"Fox News Sunday,\" the chairman of the Senate Intelligence Committee, Tom Cotton, said he hoped President Trump would \"revisit\" the decision to pull the protective security details from John Bolton, Mike Pompeo, and Brian Hook who previously served under Trump.
  6. \n", "
  7. A senior administration official who requested anonymity replied, \"There is a new era of accountability in the Defense Department under President Trump's leadership—and that's exactly what the American people expect.\"
  8. \n", "
  9. Gen. Milley served as chairman of the Joint Chiefs of Staff from 2019 to 2023 under both Presidents Trump and Biden.
  10. \n", "
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-- Fox News

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\n", "\n", "The colonization of Africa by European powers can be understood as a massive, invasive task-positive neural network that overrode and ultimately disrupted the continent’s existing [default mode network](https://www.pnas.org/doi/10.1073/pnas.0135058100), the deep-seated, self-reflective cultural and historical consciousness that had evolved organically over centuries. The European colonial project, much like a task-positive network, was singular in focus, relentlessly goal-directed, obsessed with extraction, governance, infrastructure, and reordering the African landscape into a system legible to European power structures. In doing so, it obliterated the antiquarian dimension of African historical consciousness—an orientation that, following Nietzsche, preserved continuity, rootedness, and a sense of identity stretching back beyond memory. But unlike an antiquarian perspective capable of integrating disruption, capable of metabolizing external forces without losing its intrinsic identity, the African historical continuum was shattered, replaced with an imported critical history that did not emerge from within but was imposed from without, wielded as an instrument of domination.\n", "\n", "\n", "```{figure} figures/shruti.*\n", "---\n", "width: 20%\n", "height: 20%\n", "---\n", "_Digital Library_. Our color-coded QR code library with a franchize model for the digital twin will be launched in a month. The books will explore struggle, exchange, and consolidation as dynamic equilibria that emerge from the oscillation and rhythm of existence.\n", "```\n", "\n", "Critical history, in Nietzsche’s sense, is often a necessary intervention against stagnation, against the blind veneration of the past that an unchecked antiquarianism might produce. But in Africa, the application of critical history was not endogenous—it did not arise from an internal dialectic of cultural self-reflection but rather as a foreign imposition, a ruthless reweighting of historical significance according to European narratives. The very notion of Africa as a coherent entity to be “studied” was itself a byproduct of this external task-positive network, which delineated borders, created historiographies, and installed knowledge structures that privileged the colonial gaze. This was not merely a disruption; it was a wholesale reconfiguration of neural pathways, a forced switch from one mode of cognition to another, from a network attuned to internal, recursive, and self-referential processing to a network optimized for external utility, instrumentalization, and relentless forward motion.\n", "\n", "Yet if there is to be a path forward, it cannot be through an uncritical restoration of the past, nor through the passive acceptance of the task-positive model that has already been imposed. What is required is the emergence of a salient network, one capable of discerning what remains viable in the African past, what can be salvaged, what is irreparably lost, and what must be excised like a malignancy that no longer serves the body. A robust antiquarianism, in this sense, is not about an ossified return to precolonial structures, nor is it about a simple inversion of the colonial task-positive network. Instead, it must be an antiquarianism that has learned to metabolize disruption, to integrate the exogenous without losing the integrity of the endogenous. It must be a system that recognizes infection—both in the form of colonial residues that have metastasized beyond their utility and in the form of internal stagnations that were vulnerabilities in the first place.\n", "\n", "```{admonition} Dynamic Capability\n", ":class: danger\n", "- Self (Cooperative)\n", "- Nonself (Adversarial)\n", "- Appraisal (Transactional)\n", "```\n", "\n", "In this sense, the neural network metaphor is instructive because it allows us to see history not as a linear sequence of events but as an active and ongoing process of weighting, pruning, and reweighting nodes of significance. The colonial project, in imposing its critical history, functioned like a viral rewrite of Africa’s default mode network, privileging externally oriented structures over internal coherence. But even in its dominance, it did not eradicate the old nodes entirely—it merely silenced them, forced them into dormancy, rendering them less salient but not nonexistent. The challenge in the 21st century is not merely to reactivate them wholesale but to assess their relevance with the discernment of a well-functioning immune system—identifying what still contributes to the organism’s health and what has become an atavistic burden, a relic that no longer serves its original purpose.\n", "\n", "This approach requires an epistemology that neither fetishizes the past nor uncritically accepts the present. It requires a monumental history—not in the naïve sense of glorifying Africa’s past for its own sake, but in the Nietzschean sense of mobilizing history for action, for the construction of something that transcends mere remembrance. A salient network, then, would be one capable of dynamically appraising the past, weighing the task-positive impositions of colonialism against the antiquarian impulses that survived beneath the surface, and constructing a future that does not merely oscillate between rejection and nostalgia but actively integrates both as functional layers in an evolving neural architecture.\n", "\n", "What does this mean for Africa in the 21st century? It means that the continent must resist the temptation to operate purely within the framework of the task-positive networks inherited from colonialism—whether in governance, economics, or intellectual life—without critically appraising their origins and limits. At the same time, it must resist the equally dangerous impulse to romanticize a past that has already been fundamentally altered, to treat antiquarian history as if it were untouched by centuries of intervention. Instead, a truly viable African future must be built on a neural architecture that is aware of its own history, aware of the disruptions it has suffered, and capable of integrating the best of what has been inherited without becoming captive to it.\n", "\n", "```{admonition} Project **Europe**\n", ":class: important\n", "1. Ecosystem/Antiquarian 🔐 : Unleash, Rennaisance, Open, Perspectives, New, Wild\n", "2. Key/Critical 🔑: QR code \n", "3. Agency/History ℹ️: Algorithmic, Decisive\n", "4. Wisdom/Monumental 📖: Good, Evil, Beyond\n", "5. Intelligence/Repeat 🧞‍♂️: Eternally, Recurrently, Lovin'it, Cheerfully, Pessimistically \n", "```\n", "\n", "In practical terms, this means developing educational systems that teach African history not merely as a sequence of colonial impositions but as a dynamic interplay of forces, recognizing both the violence of disruption and the resilience of what remains. It means fostering intellectual traditions that are neither wholly Western in methodology nor archaically indigenous but that synthesize both into something that can stand on its own terms. It means economic and political structures that do not merely mimic the bureaucratic forms left behind by European administration but that actively adapt them to the social and historical realities of the continent. In short, it means recognizing that Africa, like any intelligent system, must function not as a frozen relic or a programmed automaton but as a living, adaptive intelligence—one capable of self-appraisal, self-repair, and ultimately, self-determination.\n", "\n", "This is the task of the salient network: to sift through the layers of inherited history, to identify the nodes that still serve a purpose, and to reweight the entire structure in a way that allows for both continuity and transformation. This is not merely a historical project; it is a neural, epistemological, and existential one. And in this task, the challenge is not simply to choose between antiquarian reverence and critical demolition but to forge a monumental history that recognizes the necessity of both.\n", "\n", "\n", "\n", " \n", "\n", "\n", " \n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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9FQwGWb9+PXfddVd43bjk5OQ26xZyOp0cffTRAK0OxF555RUADjvssHDX4s6sVmt41HDlypX88ssvray2cYsXLyYnJ6deB2KduvffJ598ssfg9He/+x3jx4/f7ft2u50TTjgBoNFdWffGyy+/HL7/scceu9vjMTEx7RYmNkddR1NNTU2T68FdddVVOJ3Odqmhbt2tpt6ndrudG264ocHHTjvtNKB9fn6tURc8NmfH3QsvvBDYHm7XheKLFi1i06ZNDBkyhMMPP7xVNdx6663Ex8dTUFDAI4880qpriIiI7EqBmIiIdArPPfdceG0rs9lM3759ufrqq6mqqsLpdDJv3jwGDRrU4Ll+v79e6FQ3lmkymXjyySd57bXXGl0j6JVXXqGmpoa+ffty1FFH1XvMbDaH169pztjkokWLwmFTY199+vRpycvSqd11113hn5nVamXQoEHMnDkTr9dLWloab7/9dr3dR5vjvffeY+rUqfTv35/Y2Nh6i77XBZe5ubmtqreus2nChAmNHjN+/HgsFku949tSXffXpEmTiI2NrffY4MGDOeywwwiFQnsMK+s2i2hIVlYW0LwAo6XqXpNjjjmm0WOaeqwt+Hw+Zs2axfHHH09WVhZ2u73e+6S4uBho+n3yu9/9bq9qyMnJ4YYbbmD06NEkJiZisVjC9z/55JP3eP9hw4Y1Gsi158+vvR122GEMHTqUzZs389lnnwGtW0x/VykpKeGg9YEHHuiSr42IiHQ+CsRERKTZdu4Ka06nV52ddwdsrLPM4XCEF/fOzMxkwIABjB8/njvvvJPVq1fv1k2zs6OPPjocOPl8PtatW8eNN94IwE033dTk2jd1Qdf06dMb3JGwrsNp0aJFu62L093FxsaGf2Y9evRg0KBBnHDCCTzwwAOsXr2aI444otnXCoVCnHvuuZxyyinMnz+fjRs34vP5SEpKCt/D4XAA29coa426oKRnz56NHuNwOMIdjXXHt5XKysrwDny7diPWqXu/1a251Ji6jSoaUjfC2Nhui3ujOa9h3bpo7aG4uJgxY8Zw+eWXs2DBAgoKCjCbzaSmpobfJ3UbBzT1PqlbF6s13nzzTfbff3/++c9/8uOPP1JZWYnT6SQ9PZ2MjIxwCNzU/Zvz8+ssC8jXhU/N7QreeXH9qqoq3njjDSwWS6Pv+eb685//TGZmJpWVlfz973/fq2uJiIiAAjEREWmB/fffP/zrluy8WLe4tNPpbLRDaurUqeHFvQsKCli/fj0LFy5k5syZLfqAbbPZGDhwIA888AB33nknNTU1TJkypcFwY/Xq1SxduhTYvjbXzl0mdV9Dhw4Fto8ZNrR7WndWt1B7YWEh+fn5rF27lo8++ogbb7yxxetIzZ49m3nz5mGxWLjjjjtYt24dXq+XsrKy8D3qdqdrKijqzObOnRve/XDChAkNvt8uu+wyYHsH0qJFiyJZbqd07bXX8ssvv5CSksJ///tfCgoKqK2tpaSkJPw+qeuwaup9UtcF2FLbtm1jxowZeL1ejjnmGBYvXozb7aayspKioiIKCwt59dVXW3XtzqpudHPAgAHNOv68887DYrHw5ptvMmvWLGpraznxxBPp0aPHXtURGxsb3nTgySefZMuWLXt1PREREQViIiLSbOPHjw93X9R1uuyJy+ViwYIFABx55JHh7oeO8Ne//pUBAwZQXFzM7bffvtvjLd09cs6cOZ1iDbB9Ud3aVH/84x+56667GDhwYPi9Vqe5OyE2pq4rqKlRNo/HE+5+3Jsuooa09P3WGXc3rXtN8vLyGj2mqcfq/vw3teB9ZWVlg9/3+/3htfyeeOIJ/vCHP5CZmVnvmGAwWK8jta198MEHVFVVkZSUxLvvvsvRRx9dbyMO2Pv3aWeybNkyioqKgO07oTZHjx49OPHEE6mtrQ3/vbs345I7u/jiixk0aBBerze83p+IiEhrKRATEZFm69GjR3jB55dffpnffvttj+c8/PDDVFdXA4R3CusoNpstvMD77NmzWbt2bfgxv9/PCy+8AMBDDz1EdXV1o1+5ublYrVa2bt0aDvekbdUtIt/Y7qUulyu8Q2RD6sKzprqC6nYUrFvbqCGLFy8Oj6odfPDBTRfdAitWrOCHH34A4Pvvv2/y/fbaa68B8MYbb1BRUdFmNUDzXqem1L2GTXWvLVy4sNHH6sYJi4uL8Xq9DR7T2M+5pKQkHKQ19j758ssvm7UjbGvVvU+HDBlCTExMg8d8+umn7Xb/jnbXXXcB2zvq6nZBbY66xfV9Ph+pqamceuqpbVKP1WrlnnvuAeD555+vt/OxiIhISykQExGRFvnb3/5GdHQ0Xq+XyZMnN9mN8eGHH4Y/vIwfPz68+1pHmj59On369CEYDIY/3AG8++67FBcXYzabOfvss3E6nY1+9ezZM7yjXmfs2tkXJCQkANuDo4b87W9/CwerDYmPjwdoMkA6++yzAVi6dCmffPLJbo8HAgHuvvtuAA444AAOOOCAZtXeHHXvm/32248xY8Y0+X6bOHEiCQkJeDwe5s6d22Y1QPNep6ZMnToV2B48LV68eLfHa2trefDBBxs9f8SIEcD2QO7NN99s8PyHH364wXPj4+PD6/w19D4JBALceuute3wOe6Pufbp27doGg7fly5e3+c8sEoLBINdffz3vvfcesL0za+DAgc0+/5RTTuHGG2/k+uuv55FHHml0U5PWmDx5MmPGjCEUCnHLLbe02XVFRKT7USAmIiItMmzYMP7zn/9gsVj45ZdfGDVqFP/973/rfcBeu3Yt1113Haeeeio+n4/+/fszd+7cBhetb29WqzW8wP7LL7/Mr7/+CvwvoDjiiCOatbbNlClTAHj77bdbtKFAZ1S3XtWMGTMiXUrYiSeeCMAzzzzD008/jc/nA7aPn1177bU88MADTa5LVhdevfbaa5SXlzd4zJlnnhnenXHKlCnMnTs3vPD8xo0bOfPMM8Nryj3wwAO7nb948eLwa7enXSB35vV6eemll4DtH+b3xG63hztq2jqAbc7r1JQzzzyTgw46KPzr119/nWAwCGxfk++kk06ipKSk0fN79eoV3mzhuuuu49NPPw2f/8MPPzBhwoRGNzNwOp3h3SGvu+46Fi5cGB5hXrlyJSeffDLLli3bbffOtnT88cdjNpspKytj2rRp4fFQn8/H/PnzOf7445tcML8ttNefX8MwWLduHU8//TQHHXQQDz30EADHHnssjz76aIuuZbPZeOCBB/jHP/7BtGnT2rROk8nE/fffD2z/hw0REZHWUiAmIiItdu655/Lee++RlZVFbm4uF110EUlJSSQmJhIdHc2QIUN4+OGHCQQCHH/88XzzzTe7rfXTkS666CIyMzMJhULceeed5OXl8fHHHwPNCygATj/9dGw2Gz6fjxdffLE9y+2Wrr/+eoYOHUogEODSSy8lOjqapKQksrKyeOSRR7j00kuZOHFio+dfcsklmEwmvv76a9LS0sjKyqJv37707ds3fIzFYuH1119n2LBhVFZWMm3aNJxOJ0lJSfTv35933nkHs9nMo48+ykknndRmz+3NN98M79TX3Pdb3XE//vhjo11zrdGc16kpVquVV199lezsbMrKyjjrrLOIjY0lMTGR/fffn6VLl/Lcc881eY3HH3+c+Ph4CgoKOO6448KdcWPGjGHDhg3hUeaGPPLII8TGxpKXl8exxx5LTEwM8fHxHHjggSxatIhnnnkmvEtoexg0aFA4YH/jjTfo1asXiYmJOJ1Opk6ditPp5LHHHmu3+7elgw8+mMzMTDIzM0lJScFmszF48GAuvfRSfv75Z+Li4rjnnnv46KOPiIqKinS59Rx77LEcd9xxkS5DRES6OAViIiLSKieeeCLr16/nX//6FyeffDI9e/bE4/GEP1RddNFFfPrpp3z88cekpaVFtFaHw8F1110HbN8M4D//+Q/BYBCz2RzeuXBPkpOTNTbZjhITE/n666/585//TN++fbFYLFitVsaNG8e8efOYNWtWk+cfddRRvP/++0yYMIHExESKiorYvHkzmzdvrndcz549WbZsGQ899BCHHnoo0dHRuN1usrOzOe+88/jhhx+4+uqrG7xHXTeQ2Wxu0fpiO49LNncM84QTTgiP57Xl+625r1NT+vfvz/Lly7nuuuvo168fhmHgcDg466yz+Prrr/e4XtTIkSP59ttvOfvss0lPTycUCpGamsqVV17J8uXL6+1mu6vRo0fz3XffMWXKFFJTUwmFQsTFxTFlyhS+/vprzjvvvGY/j9a6//77ef755xk7dizR0dH4/X4GDhzIX//6V3766afwLpftYecNCw499NC9ulZpaSlFRUUUFRXh8XhIS0tj9OjRXHTRRTz33HMUFBRw6623duhGKC1x//33R6TrWERE9h0mo6vuXS4iIiLSgf74xz8ye/Zspk+f3mQXkxAOKhYtWtTs3Qllz1588UXOO+88+vfvz5o1a9p0bS4REZHuRh1iIiIiIs2wcOFCbDZbvc0ZRDpS3Q6eM2fOVBgmIiKylxSIiYiIiOzB5s2b2bhxIxdddBH9+/ePdDnSTS1atIhhw4a1+UL1IiIi3VHnXBRAREREpBPp06cPWmVCIm3jxo2RLkFERGSfoQ4xERERERERERHpVtQhJiIiIiJtSt10IiIi0tmpQ0xERERERERERLoVBWIiIiIiIiIiItKtKBATEREREREREZFuRYGYiIiIiIiIiIh0KwrERERERERERESkW1EgJiIiIiIiIiIi3YoCMRERERERERER6VYUiImIiIiIiIiISLeiQExERERERERERLoVBWIiIiIiIiIiItKtKBATEREREREREZFuRYGYiIiIiIiIiIh0KwrERERERERERESkW1EgJiIiIiIiIiIi3YoCMRERERERERER6VYUiImIiIiIiIiISLeiQExERERERERERLoVBWIiIiIiIiIiItKtKBATEREREREREZFuRYGYiIiIiIiIiIh0KwrERERERERERESkW1EgJiIiIiIiIiIi3YoCMRERERERERER6VYUiImIiIiIiIiISLeiQExERERERERERLoVBWIiIiIiIiIiItKtKBATEREREREREZFuRYGYiIiIiIiIiIh0KwrERERERERERESkW1EgJiIiIiIiIiIi3YoCMRERERERERER6VYUiImIiIiIiIiISLdijXQB0nIBw6AmGCQAhAyDIIBhYDaZsJhMWIBosxm7WXmniIiIiIiIiMiuFIh1cgHDoDIYpCIQoCIYpCwQoCYUata5dpOJJKuVJIuFRKuVRItFIZmIiIiIiIiIdHsmwzCMSBch9bmCQTZ6vRT6/fXCLxPQmh/WzufZTSbSrFb62u2kWK2YTKY2qFhEREREREREpOtQINZJhAyDIr+fHK+XkkCg1eFXc9Rd22k2099uJ9tux6ZgTERERERERES6CQViEeYJhdjs9ZLj9eI1jHYNwhpjBnpHRdHP4SDBYungu4uIiIiIiIiIdCwFYhESMAxW19aS4/V2eADWkLogLs1qZWRMDLEKxkRERERERERkH6VALAJK/X5+cLupbebi+B3JxPaOsQNiYugbFaU1xkRERERERERkn6NArAMFDINfd3SFdQWpVisHxcQQo24xEREREREREdmHKBDrIJ25K6wx6hYTERERERERkX2RArF2ZhgGqz0e1no8kS5lr6RZrYx1OrUbpYiIiIiIiIh0eQrE2pFhGPzkdrPF54t0KXvNBMSZzfwuLg672RzpckREREREREREWk2BWDsJGQbLamrI9/sjXUqbMQExZjNHxMURrVBMRERERERERLoopRrtIGQYfLePhWEABuAOhfiiuhpPF1oLTURERERERERkZwrE2phhGPxUU0PhPhaG1TEATyjEl9XV+BSKiYiIiIiIiEgXpECsjf1SW8vWfTQMq2MANaEQX7tcBDRxKyIiIiIiIiJdjAKxNpTn85Hj9Ua6jA5hABXBICvd7kiXIiIiIiIiIiLSIgrE2og3FGJ5NwyHNvl8lOzjHXEiIiIiIiIism9RINZGVrjd3XZ88IeaGvzd9LmLiIiIiIiISNejQKwN5Pl85Pv9dNdIyGMYrOqG3XEiIiIiIiIi0jUpENtL3XVUclcanRQRERERERGRrkKB2F7qzqOSu9LopIiIiIiIiIh0BQrE9sK2QKBbj0ruymMYbPB4Il2GiIiIiIiIiEiTFIjthRyPB1Oki+hkNnq9hNQlJiIiIiIiIiKdmAKxVvKEQuoOa4DXMCjQWmIiIiIiIiIi0okpEGulzV6vwrBG5Hi9kS5BRERERERERKRRCsRaIWQYCn2asC0QoDoYjHQZIiIiIiIiIiINUiDWCkV+P16tk9UoE9vXEhMRERERERER6YwUiLVCjterxfSbYLB9pDSg0FBEREREREREOiEFYi3kC4UoCQS0ftgeBIFiLa4vIiIiIiIiIp2QArEWqtTaWM1iAir0WomIiIiIiIhIJ6RArIUU8jSPAZQHApEuQ0RERERERERkNwrEWkghT/OVB4MYWkdMRERERERERDoZBWItpECs+QKGQW0oFOkyRERERERERETqUSDWAr5QiNp27Hj6/NVXufmEE8K/rywt5fbTTuPc3r15YMaM3R6PtKeuu47nZ85s8hiNmIqIiIiIiIhIZ7PPBmLvvPMOI0eOJDY2lqysLGbNmtXsc7/99lvGjx9PUlISiYmJDB8+nDlz5rT7gvpHT57M/R9/HP79J3PmYDGbeXHTJm6aM2e3x1vj8auu4ozkZLb+9luLznv5/vu5b/r0et+7/KGHOL+JQEwL64uIiIiIiIhIZ7RPBmIfffQRV1xxBY888ghVVVWsWrWKcePGNevc6upqTjzxRKZOnUpxcTElJSXMnj2b9PT0Dt9hsmjzZrKHDsVsbpsfU211NV+//TbOpCQ+e/HFNrlmUwygQiOmIiIiIiIiItLJ7JOB2O23384dd9zBuHHjsFgsJCUlMXTo0Gad+9tvv1FTU8Mll1yCzWbDZrNx8MEHc/LJJ+M3DEzAGcnJvDtrFleOHcu0vn35x4UXUlNVFb5GwcaN/P2cc7hg0CAuGT6cV//xD0I7raW1fNEibpowgWl9+3Lhfvvx+sMPA7Bw7lyuPeooAB6YMYPFr7zCR//9L+dkZ/PpCy/UexzAXVXF0zfdxCXDh3Nu797ceOyxlObmNvrcvnzzTewxMZx/550snj+fgN8ffqzu2vMffJALBg9mxpAhvPvUUwB8+/77vP7wwyz7+GPOyc7mnOxsAB678kpm33JL+Bqrvv6aa373O87p3Zv7zz+fJ/70J+6+7LLw4xs2bOCUU04hLS2NPn36cM8994Rflzlz5jBy5Ej+9re/kZ6eTkZGBo888kj43B9//JFDDz2U+Ph4UlNTOeWUU5r18xQRERERERER2dU+F4jV1NTwww8/kJeXx+DBg8nMzGTy5MkUFBQ06/zBgweTkJDA2Wefzdtvv01hYWH4seBO64d9Pn8+f3v7bZ5esQJXRQX/3REMed1u7jz9dIYfdRT/WbWKv3/wAUveeIOFL70EQM7PP3Pf9OmccfXVPLduHY9/+y0HHHHEbnXcNGcOR02ezIkXXsi8rVuZcN55ux3z2FVXUZiTw/0ff8yLmzZx+cMPExUd3ehz+/TFFznqrLM4YtIkvG4333/0Ub3Ht65Zgz06mtmrVnHD7Nk8d+edFGzcyCG//z1nXnstY044gXlbtzJv69bdru2qqODec8/llMsv58WcHI477zy+eO218C6TbrebY489lmOPPZa8vDyWLFnCyy+/zLPPPhu+xqpVq4iJiSEvL49XXnmFG2+8kQ0bNgBw1VVXccopp1BRUUFeXh433nhjo89TRERERERERKQp+1wgVl5ejmEYvPXWWyxYsID169djt9uZvsv6V42Jj49n6dKlJCcnc91115GVlcUhhxzCjz/+yM77JZ7xpz+R3KMHsQkJnPvXv/LF668TCoVY9sknOBMTOeXyy7FFRZHWqxcTL72UL15/HYBPnnuOI844g8NOPRWrzUZsfDxDDj64xc+zoriYb997j8sfeYTkHj0wm830Hz6c+JSUBo/fumYNa5ctY/w55xDtdHLI73+/29hkfEoKp111FVabjQOOOIL03r3Z9Msvzapn2ccfk5KVxYTp07FYrYw+7jiGH3UUdRHi+++/T1JSEn/+85+Jioqid+/eXHPNNcydOzd8jdTUVK6//npsNhvjxo2jb9++LF++HACbzcbmzZvJz8/Hbrdz1E6dciIiIiIiIiIiLbHPBWJOpxOAq6++mj59+uB0OrnrrrtYtGgRNTU1zbrGwIEDmTVrFhs2bCA3N5eBAwdy6qmnEtxp7DFtx9hg3a8DPh9VpaUUb9nCltWrmda3b/hrzu23U1FUBEDJ1q1kDRiw18+zeOtWbHY7ab16Nev4T198kb4HHEC/Aw4AYPzZZ/PTwoVsy88PH5OQllbvHHtMDLUuV7OuX1ZYSGrPnvW+l9qrVzgQ27RpEytXriQxMTH8df3119frwMvIyKh3fmxsLNXV1QD897//xePxMHr0aIYOHcoTTzzRrLpERERERERERHZljXQBbS0xMZHevXs3+Jix08hjc2VlZXHzzTczd+5cqsvLYUfgVrJ1K4PHjNn+69xcrFFRxKemktqzJwNGjOD/Fixo8Hpp2dkU5OS0uI5dpWdn4/d6Kc3NJXUPoVjA72fx/Pl4amr4w4611AzDIBQMsnDePCZff/0e72faw8L+yZmZlObl1fteaW4uyampAGRnZzN69Gi++eabPd6rIQMGDOD555/HMAy++uorJkyYwGGHHcbo0aNbdT0RERERERER6b72uQ4xgEsuuYTHH3+cvLw8amtrufvuuzn22GPD3WNNWbNmDf/3f//Hpk2bCIVCVFRU8MQTTzB48GBSdhpHfOuJJygrKKCmspKX77uPIyZNwmw2M+aEE6goKeHD2bPxeTwEg0Hy1q1j5ZdfAnDc+eez5I03+Oa99wgGAtRUVfHb99+3+Dkmpqcz9uSTmXX99ZQVFhIKhcj5+Weqysp2O/b7Dz+ktrqafy5axEOff85Dn3/Ow198weQbbuCzl15qVlCYmJ5OydatBBvZNXL08cezLS+PhXPnEgwE+PHTT/llyRJMJhMAEydOpKioiH/96194drwuv/32G4sXL27W833++ecpKirCZDKRmJiI2WzGYrE061wRERERERERkZ3tk4HYzTffzLHHHsuIESPIzs7G7XbzwgsvhB8/6aSTuPfeexs8Ny4ujp9++okjjzyS+Ph4hgwZQklJCe+++y7mHeEOwFGTJ3P7aadxyfDhOJxO/njffQBEO53MfPNNfv78cy4dOZLzBwzgoUsuoXzHyOSAESO4ac4cXnvoIc7r358/HXooq77+ulXP8+p//YuUnj258dhjmd63L7Ouuw5fbe1ux3364oscOWkSvQYPJikjI/w18dJLKS8s5JclS/Z4r8NPO43ouDguGDSIaX377v66JSVx84sv8tYTTzC9Xz8+ef55Dj/tNOxRUcD2UdZPP/2Uzz77jL59+5KSksK5555bb2SyKZ9++ikjRozA6XRy2mmn8eCDDzJy5MhmnSsiIiIiIiIisjOT0Zo5wm4qx+Ph59pazkhO5qHPP6ffgQdGuqRO7a4zz+SQI49k1l13RboUEREREREREZGwfbJDrL0kWPe5Jdfa1PKFC6nato1gIMCS11/nlyVLOOX00yNdloiIiIiIiIhIPUp4WiBBa1Y1acOKFTx86aV4a2tJ792b6555htE7drUUEREREREREeksNDLZQgsqK6kJhSJdRpdxYkICjj3sUCkiIiIiIiIi0pGUVLRQstWKac+HCWA3mRSGiYiIiIiIiEino7SihRItFtRS1zxJGjEVERERERERkU5IgVgLJWph/WYxoddKRERERERERDonBWItlGCxaGSyGQwgSYGYiIiIiIiIiHRCCsRayGoykWWzKRTbgyiTiTQFYiIiIiIiIiLSCSkQa4V+drvWEduDfnY7ZpNiQxERERERERHpfBSItUKK1YpTuyc2qa/dHukSREREREREREQapFSnFUwmE/0V+DTIBPSw2YhWYCgiIiIiIiIinZQWeWqlbLudlbW1hCJdSCdjgMJCERERERER2SeEDAOvYRAyDIJA0DAwAWaTCQvb1xmPMpkwacmgLkeBWCvZTCb62O1s8nq1nthOYs1mUrWYvoiIiIiIiHQxIcOgKhikIhikMhikLBCgKhjc42d+K5BotZJksZBotZJosRBjNisk6+SUXOyFfnY7G73eSJfRqfS32/WHXkRERERERLqE6mCQzV4vJbuEXyZodvNLACgNBNgWCGDsyAjqQrIMm43eUVHYtaxQp2MyDEMNTnvhF7ebDQrFMAFxZjPj4uO1u6SIiIiIiIh0WiHDoMDvJ8frZVsg0KLwqzVMQC+bjX4OB0kWi5pIOgkFYnspYBgsrKrCHereq4mZgHHx8SRYLJEuRURERERERGQ3taEQm71eNnq9eDs4CqkL3eLNZvo7HPSKisKqYCyiFIi1gW2BAEuqqyNdRkTt53AwJDo60mWIiIiIiIiI1OMLhfiltpatPl+kSwmzAkOioxlgt2vKKkIUiLWR7jo6qVFJERERERER6awKfD5+crvxG0an3BAvwWJhTGwscZq26nAKxNpIdx2d1KikiIiIiIiIdDa+UIif3W5y/f5Il9KkuraS/aKjGahusQ6lQKwNdcfRSY1KioiIiIiISGfS2bvCGqNusY6lQKyN5Xg8/FxbG+kyOkQPm42xsbHaIUNEREREREQiLmgYLK+pYWsn7wprTN0n6wOjo+nvcES0lu5AgVg7+K22ltUeT6TLaFdpViuHOp1YFIaJiIiIiIhIhAUMg29cLkoDgUiX0iYGOxzs53CoAaUdmSNdwL5osMPBQLs90mW0mySLhUMUhomIiIiIiEgn4AuF+LK6ep8JwwDWejz87HajHqb2ow6xdmIYBqs9HtbuY51iqTs6w6wKw0RERERERCTC6sKw6lCoS60X1lx9oqIYGROjTrF2oA6xdmIymdg/Opph+9CC85k2G4cpDBMREREREZFOIGAYLHW59tkwDGCzz8ev3WSd8o6mDrEOsMXrZYXbTQi67B/SflFRHBgToy1gRUREREREJOJCO8Kwkn1oTLIp+zscDN6HGm46AwViHaQmGOQnt7vLzTRHm0wcFBtLms0W6VJEREREREREAFhVW8u6fWyJoj35ndOpz+ZtSIFYBzIMg00+Hyu7SLdYv6gohsXEaERSREREREREOo3yQIDPq6sjXUaHc5hMHJuQgE2f0duEArEI6OzdYuoKExERERERkc4oaBgsqqqiZh9eN6wpfaOiGBkbG+ky9gkKxCKkrltsTW0t3k7yIzAD/ex29ouOVleYiIiIiIiIdDrdcVRyVxqdbBsKxCIsZBgU+v3keL2UBgKY6LhRyrp7xZrN9LfbyY6KIsqsjUdFRERERESk8+muo5K70uhk21Ag1olUB4Ns9HrZ7PUSbMf71AVhPWw2+tvtpFqtmPQHSURERERERDqp7j4quSuNTu49BWKdUMAwyPX5KPb7KQsE8Oz4EbWme2znc6xAktVKqtVKb7udaHWDiYiIiIiISBewzuNhVW1tpMvoVMbFxZFotUa6jC5LgVgX4AuFqAgGt38FAvVCssbYTCYSLRaSrFachsG2zZvp16MHiYmJHVO0iIiIiIiISBswDINPKiupVXwRZgJ6R0UxSl1iraYosQuIMptJN5tJ32nRvKBhEDQMQjt+bQAWkwkLYN7x/3ceg/RYLLjdbgViIiIiIiIi0qUUBQIKw3ZhAFt9PoZFR2st8FZSINZFWUwmLC1Y9ys2Npaampp2rEhERERERESk7eV4PB26AV1XEWJ7KDbA4Yh0KV2SYsRuwul04vV68fv9kS5FREREREREpFlqgkGKAwGFYY3Y4PWilbBaR4FYNxG7Y67Y5XJFuBIRERERERGR5tnk9dL82ajuxx0KURoIRLqMLkmBWDdhtVpxOBwamxQREREREZEuIWgYbPL51B3WBBOQ4/VGuowuSYFYN1K3jpjaKUVERERERKSzK/H78evza5MMoECvU6soEOtGnE4nfr8fn88X6VJEREREREREmlQeDGpcspkqNTbZYgrEupGYmBgAjU2KiIiIiIhIp1ehxfSbrSIYjHQJXY4CsW7EYrEQExOjhfVFRERERESkUzMMgzKFPM1iQoFYaygQ62a0jpiIiIiIiIh0dh7D0LpYzWQA5RqZbDEFYt1MbGwswWAQj8cT6VJERERERESkG1i+fDkmU8tWA6toQcDz69Kl/HHYsJaW1WUsnDuXa486qsljakKhRgPEYcOG8d577zV67siRI5kzZ87elNikvn378tZbbwEwZ84cRo4c2W73agkFYt1MTEwMZrNZY5MiIiIiIiL7qCeeeIIxY8Zgt9s5/fTT6z22ZcsWnE5nvS+r1cqpp57a4vscc8wxREdHU15e3kaV/09FIwvqF2/ZwhnJydRUVoa/t/9hh/GfVavavAaAl++/n/umT2+Xa7e1xhbWX7VqFRMnTmz1dWtra7ntttsYNGgQsbGx9OrVi7POOosffvih1dfsDBSIdTNms5nY2Fiqq6sjXYqIiIiIiIi0g6ysLG677TYuvvji3R7r3bs3Lpcr/FVWVkZiYiJnn312i+6Rk5PD4sWLiYmJ4aWXXmqr0sO0oH7LVbbDOmJ+v5/jjz+exYsX88orr1BRUcFvv/3GpEmTePPNN9v8fh1JgVg3FBcXh9vtJqAZYxERERERkX3OpEmTOP3000lNTd3jsW+99RahUIhJkya16B7//e9/GTlyJH/605+YPXt2vccqKiqYMmUKiYmJDB06lC+++KLe4y+++CIHHHAAcXFx9O7dm9tvv73eOtcmk4m5//oXV44dy7S+ffnHhRdSU1UFwI0TJgDwxwMO4JzsbD5/9VVWfvkl0/r2BeCb997jsoMOqne/tcuWMa1vX3w7lg5asXgxN06YwLS+fbn6sMP47sMPW/Tcv/3gAy4bNapezb99/z3n9e+Pz+MJjzjOvfdezh84kD8MHcqXb7zB6m++4erDD2danz488ac/EQqFAML1v//001y43378YehQ5t13325rf89/8EEuGDyYGUOG8O5TT4W/bxgGbz/xBOP335/k5GROPPFEcnJywo/vPLII2zsIs7OzSUlJ4dZbb23yuc6dO5fVq1fz3nvvcdBBB2Gz2YiNjeXcc8/lnnvuCd//scceY+jQoSQmJjJu3DhWr17drNfyoYceonfv3sTFxdG3b1/+85//NOu8tqBArBuKi4sD0NikiIiIiIhINzd79mymTZuGw+Fo9jnBYJA5c+YwY8YMzj//fFasWMGPP/4Yfvzqq6+moqKCTZs2sXDhQp5//vl656ekpPDGG29QVVXFO++8w9NPP83cuXPrHfPJyy/zt7ff5ukVK3BVVPDfW24B4MFPPwXgPytXMm/rVo6ePLneeaOPP56aykpWf/NN+HuL58/n8NNOI8rhYNOqVTz4hz9w3h138EJODpc9/DCPXnYZeevWNfv5jzn+eLy1taz66qvw9xbOncsRZ55J1I7Xccvq1cSnpPDsmjVMu/VWnrr2Wt7797+55733ePybb1j2ySd8+/774fM9Lhc5K1bw1A8/8Ld33uGzl15i0csvhx/fumYN9uhoZq9axQ2zZ/PcnXdSsHHj9uf3yiu889RTPPryy+Tn5zNs2DBOOeWUBptgFi5cyK233sr8+fMpKCgAYOXKlY0+148//piTTjqJxMTERo956qmnmD17Nu+++y6lpaVMmjSJU045BZ/P1+TruHbtWm677TY++eQTqqur+fbbbxk7dmyT57QlBWLdkM1mw+FwaGxSRERERESkG9u8eTOffvopf/zjH1t03scff0xxcTHnnnsu/fv353e/+124SywYDPLKK69wzz33kJiYSFZWFjfeeGO980866SQGDx6MyWRi5MiRnHPOOSxevLjeMZOvuYbkHj2ITUjg3L/+lS9efz3cUdUUW1QUR5xxBovnzwcg4Pfz1ZtvMn7HSOjHc+ZwzDnnMPyoozCbzex/6KGMOeEEvtqpg2pPLFYr488+m4Xz5gHg83j48s03Ofbcc8PHJKSmMvHSS7FYrRx55pm4q6uZMH068cnJJPfowbDDDyfn55/Dx4dCIc6bORN7TAy9Bg/m5Isv5vMdzwEgPiWF0666CqvNxgFHHEF6795s+uUXAD5/5RUmXnIJAw44AIfDwb333svWrVv57rvvdqv9pZdeYtq0aRx22GFERUUxc+ZMYmNjG32uJSUl9OzZs8nX48knn+Tuu+9m0KBBWK1Wrr76ampra/n222+bfh0tFgzDYNWqVdTW1pKRkcHw4cObPKctKRDrpuLi4nC5XLu1YIqIiIiIiEj38OyzzzJq1ChGjBjRovNmz57NySefHB7JvOCCC5g7dy4ej4fS0lJ8Ph99+vQJH7/zr2F7oHb44YeTmppKQkICs2bNorS0tN4xadnZ9X4d8Pmo2uWYxoybOpWv33oLv9fLDwsWEO10st+hhwJQsmULH8+Zw7S+fcNf3334IWWFhS16DY6dNo2l775LrcvFt++/T1qvXgwcNSr8eEJaWvjX9pgYABLT0+t9z7PT1FaUw0HiTuek9erFtvz8Bq9Xd37tjvNL8/NJz84mtOPzvd1uJysri9zc3N3qzs/Pr/fzsNls9OjRo9HnmZqaSl5eXqOPA2zatInp06eTmJgY/iovL2/w/jsbMGAAzz33HE888QQZGRkcf/zxLF++vMlz2pICsW4qLi6OYDBIbW1tpEsRERERERGRDhYKhXj22Wdb3B1WUlLCu+++y2effUZmZiaZmZncfPPNVFRU8Prrr5OamorNZmPz5s3hc7Zs2RL+tc/nY9KkSVx66aXk5eVRWVnJZZddtluzRsnWrf/7dW4u1qgo4lNTMZn3HGMMOfhg4lJSWPbxx3z+yiscNXkyJtP2PStTevbk95deykubNoW/5m3dymX//GeLXoeegwbRd9gwlr7zDgvnzuWYnbrDWsPn8VBRUhL+fWleHilZWc06NzUri+KtWzHveI4+n4/8/Hx69eq127FZWVn1fjZ+vz88OtmQE044gY8++ojKnXb13FV2djavvvoqFRUV4S+3280555yzx9qnTJnCokWLKCoqYsSIEZx33nl7PKetKBDrpqKjo7FYLBqbFBERERER2ccEAgE8Hg+BQIBQKITH49ltPacFCxZQWlrarNBiZ88//zzJycmsWbOG5cuXs3z5clauXMmMGTOYPXs2FouFKVOmcMcdd1BRUUF+fj4PPvhg+Hyv14vH4yElJQW73c6333672/phAK899hhlBQXUVFby8n33ccSkSZjNZuJTUjCbzRTuWD+rMeOmTOH9Z57hhwULwuOSACfMmMHCuXP5ZckSgsEgfq+XNd99x9bffmv0WkYohM/jqfdlGAYTpk/n7Sef5NelSzl6ypQWvY67MpvNvHj33Xhra8lbt44P//MfjjrrrGade9SO57pp9Wq8Xi+33XYbPXv2bHA9rnPOOYeXXnqJb7/9Fp/Px913301NTU2j1542bRpDhw7llFNO4aeffiIQCFBbW8v8+fO5/fbbAbjyyiu54447+G3Ha1hVVcXbb7+9x7zht99+Y8GCBdTW1hIVFYXT6cRqtTbrObeFjruTdComkwmn00l1dTUZGRmRLkdERERERETayD333MNdd90V/n10dDRHH310vXW6Zs+ezVlnnUVCQsJu55900kkceeSR/PWvf93tsdmzZ3P55Zfvtq7U9ddfz/Dhw9mwYQOPP/44F198MX369KFHjx5cccUVLFu2DNg+rfTkk09yySWX4HK5GDduHFOnTmXrTh1hAMdNncrtp51GRVERI8aP54/33QeAPTqaKTfdxN1TphDw+bj0H/8gOTNztzrHTZ3Ky/ffz+AxY+jRv3/4+/2HD+e6Z55h7t//Tu7atZjMZvodeCAz7r670dfz+48+Yuou3Vr/Xr6c351+OrNvuYVREyaQ0IwdPZvicDrpd+CBXH7QQYRCIY4//3zGNzOsHH/22VSWlHDlWWfhqqhg7NixvPvuuw2GSxMmTOBvf/sbZ555JrW1tVx22WUccMABjV7bZrPx8ccf8/e//53JkyeTn59PcnIyhx56aPj9cdVVV2GxWJg0aRJbt24lLi6OI444gmOOOabJun0+H7fffju//vorZrOZESNGMGfOnGY957ZgMrSIVLdVUVFBbm4uQ4YMwWazRbocEREREREREUwmE3O+/JKE/fePdCl7dNlBB3HRffdx8AkntPoaK7/8kvumT+elTZv2qpYDo6MZ0ILdQrs7jUx2Y06nE0BjkyIiIiIiItKpOC0WTJEuYg+WvP46oWCQgyZMiHQpACRYLJEuoUvRyGQ3ZrVaiYmJweVykZycHOlyRERERERERACIs1hwR7qIJlx1yCG4Kiq4+sknsXSSICqhA9ff2hdoZLKbKy4uprS0lKFDh2Juxm4dIiIiIiIiIu3NHQrxSRM7G0p9MWYzxzewHpw0TglINxcXF0coFMLt7szZu4iIiIiIiHQn0SYTNlNnH5rsHExAsrrDWkyBWDfncDiwWq1aR0xEREREREQ6DZPJRFInGUXs7AwgUa9ViykQ6+ZMJhNxcXEKxERERERERKRTSbRaO/3C+p2FArGWUyAmxMXF4fP58Hq9kS5FREREREREBIAkiwUtet48WlC/5RSICbGxsZhMJlwuV6RLEREREREREQEg3WZDMU/TTECm1ar11lpBgZhgsViIiYnR2KSIiIiIiIh0GhaTib52u8Ymm2AA/RyOSJfRJSkQE2D72GRNTQ2hUCjSpYiIiIiIiIgA0Ndu19hkE6JNJtI1LtkqCsQE2B6IGYahsUkRERERERHpNJwWC2laXL9R/R0OTBqXbBUFYgKA3W4nKipKY5MiIiIiIiLSqfRXl1iDTECfqKhIl9FlKRCTsLi4OKqrqzEM/VUjIiIiIiIinUOmzYZDXVD1mIBeUVFEmRXrtJZeOQmLi4sjEAjg9XojXYqIiIiIiIgIACaTif52e6TL6FQM0GuylxSISVhMTAxms5mqqqpIlyIiIiIiIiISNsDhIEbdUMD27rDeUVEkaTH9vaJ3k4SZzWbi4+OprKyMdCkiIiIiIiIiYRaTidGxsZEuo1OIMpk4MCYm0mV0eQrEpJ74+Hi8Xi8ejyfSpYiIiIiIiIiEpVitDNCYIAfFxmLTmmp7TYGY1ON0OjGbzeoSExERERERkU5n/+jobj062TsqigybLdJl7BO677tIGlQ3Nql1xERERERERKSz6c6jk3aNSrYpBWKyG41NioiIiIiISGfVXUcnNSrZthSIyW40NikiIiIiIiKd2f7R0aRYrXSXeGiIw6FRyTamQEx2s/PYpGEYkS5HREREREREpB6LycToqCjizeZ9PhTrb7cz1OGIdBn7HGukC5DOKSEhgYqKCrxeLw79wRMREREREZEI8/l81NTUUFNTQ3V1NcFgkF5OJ5uTkqgJhdgX2zmybTYOjI7GpFHJNqdATBoUGxsbHptUICYiIiIiIiKRUlpaSmlpKYFAYLfHMpKT6e108lV1NdX7WCjWOyqKUTExCsPaiUYmpUF1Y5OVlZUamxQREREREZGI8fv9DYZhUVFRxMXFYTebOTI+nkSLJQLVtY+BdrvCsHamQEwalZCQgM/nw+v1RroUERERERER6aYyMzOJjo7e7fupqanhwMhmMvG7uDh6dOGF5007voZFRzNMY5LtToGYNGrnsUkRERERERGRSPB6vfj9/nrfM5vNJCYm1vue1WRibGwsY2JjsZpMXW6xfafZzNFxcQxyOBSGdQAFYtIojU2KiIiIiIhIJFVVVZGTk4PVaqVv376YzdtjjOTk5PCvd2YymegVFcWE+HgyukC3WF1X2FCHg/Hx8SRatdR7R1EgJk3S2KSIiIiIiIh0NMMwKC4uZsuWLTidTvr374/T6aRPnz44HA6Sk5ObPN9hNnNIF+gWq+sKGxodjVldYR3KZKj1R5oQCoVYs2YNKSkpZGRkRLocERERERER2ceFQiFyc3OpqqoiPT2dtLS0vRoh9IRC/Ox2k+/3Y4JOsROlGRjscDDY4VAQFiEKxGSPcnNzcbvdDBo0SHPMIiIiIiIi0m48Hg9bt27F7/fTq1cv4uPj2+zaNcEgm3w+Nnm9+Ds4CqkL4pxmM/3tdrLtdmz6fB1RGk6VPUpISKCiogKPx9Pgzh4iIiIiIiIie8MwDMrLyykoKCAqKor+/fvjcDja9B6xFgvDoqNJqa6mKiqKfLOZimCw3bvGTEAPm43+djspVqsaTToJBWKyR06nE4vFQlVVlQIxERERERERaVPBYJD8/HwqKytJSkqiR48eDS6Yv7cMwyA/P5/y8nIcDgfjBg6kIhBgs89Hid+PKxQKH9uakGznc8xAgsVChs1GX7sdRzs8H9k7CsS6MMMwCO74P8MwsJqsWLC0edpsMpmIi4ujsrKS9PR0pdkiIiIiIiLSJmpra9myZQvBYJDs7GwSEhLa5T6BQICtW7dSU1MDgG3HDpSJVmt4Z8egYVAZDFIRCFAeCFAeDNYLyRpTF34lWa0kWiwkWq3Emc367NzJKRDrAoJGkG3BbRQFiygOFFMYLKQ8WE6QYIPHmzHjNDvJtGSSYc0g3ZJOmjUNu8ne6ho0NikiIiIiIiJtxTAMtm3bRlFREQ6Hg379+hEVFdUu9/J4PGzevBm/31/v/ruymEwkW604fD7cmzYxIiOD5NRUPKEQQbYHZkHDwGQyYdlxvAWIVvjVJSkQ64RCRogcfw6b/ZspDBZSFiwjxPZU2ow5/OtGzydEVaiK6lA16/zrMHY0bcab48m0ZNLT1pMhtiHYzc0PyDQ2KSIiIiIiIm0hEAiQm5uLy+UiNTWV9PT0dhmRBHC73WzcuHG3ACzUSOdXKBRiy5YtANTU1JCWlkasxdIutUlkKRDrRFwhF6u8q1jhXUGtUdtg+LWnMGxnxi4Tz3Uh2Vr/Wr7gC4ZGDWWEfQRp1rQ9XstkMhEfH6+xSREREREREWk1l8tFbm4uhmHQp08f4uLi2vV+fr+/wW6whgIxwzDIy8sjEAgA28M0Y0dHmOx7FIhFmGEY5AXyWOFdwQb/hu3f2xFktST8avb9dlw7SJBffb+yyreKDEsGI+0jGRg1EKup8bdEfHw85eXlGpsUERERERGRFjEMg+LiYkpKSoiNjaVXr17hdbzaU0JCArGxsRQUFFBZWRn+fkOBWEVFxW7H1NbWEhMT0+51SsdTIBZB63zr+Lr2aypCFZgw7dbR1d7q7lccLOZj98csrl3MKPsoxjjGYDHt3hLqdDqxWq2Ul5crEBMREREREZFm8fv9bN26FbfbTXp6OmlpaR3adWW1WvH7/TgcDpKTkyktLcWyyxikx+MhPz9/t3Orq6sViO2jTEZDvYPSrtwhNwvdC8MdYZ1NsjmZE2JPIN2avttjhYWFlJeXM2TIkHab8RYREREREZF9Q1VVFXl5eZhMJrKzs4mNje3wGtxuNzk5OeFdLOtikJ1Dua1bt9brDqtjt9sZNGhQh9UqHUeJRgdb51vH81XPk+PPiXQpjSoPlfNy9cssrV1K0Ki/k2ViYiLBYJDq6uoIVSciIiIiIiKdXSgUoqCggC1bthATE8PAgQMjEoYBlJaWEhUVRXx8PLA9CNu1Qy0zM5OsrKx6xwB4vd4G1yCTrk8jkx2ks3eF7axulPI7z3es962v1y3mcDiIjo6mvLychISESJYpIiIiIiLSJZSVlfHwww8TCoU4/fTTOfjgg/fpxdq9Xi9bt27F6/XSo0cPkpOTI/ZcPR4PVVVVZGVlNVmDzWYL11lVVcWQIUMIhUKEQqF99ufU3alDrAPk+HI6fVdYY+q6xb6p/SaciiclJeFyufD7/RGuTkREREREpHPbvHkz48aNo6SkhPT0dKZMmcIXX3yxz4YsFRUVbNiwgVAoRP/+/UlJSYnocy0pKcFms5GYmNis42tra4mKisJqtRIVFYXD4WjfAiVi1CHWzlZ6V/KZ+7NIl9Fqdd1i33q+pSpUxYSYCSQkJFBQUEBFRQVpaWkRrlBERERERKRz8fv94R0UP//8cyZMmMBDDz0EQGVlJQ888AADBw4kKysrkmW2qVAoRH5+PhUVFSQkJJCVlbXbwvUdzev1UllZSY8ePZq9BrbH49Emct2EOsTa0Y+eH7t0GLar1b7VvF/zPobZID4+nvLycs1Si4iIiIiI7PDss8/yu9/9jhtuuIEPPvgAgLy8PH766afwMX/+85+pqqriu+++i1SZbc7j8bBhwwYqKyvp2bMnvXr1ingYBlBcXIzVaiUpKalZxxuGoUCsG1Eg1k6+r/2eJbVLIl1Gm8vx5/Cu613iE+Px+XzU1tZGuiQREREREZGICYVCGIbBjBkzePfdd7n99tvJzs7mkksuAeDMM89k06ZN5ObmAhAfH8+YMWN45513ALp0k0EoFKKoqIgNGzZgMpkYOHAgSUlJnWIctK47LC0trdndYT6fj1AopDHJbkKBWDtY4VnB156vI11Gu9kS2MKXpi+x2qyUl5dHuhwREREREZGI+OCDD/jLX/5CRUUFX375JW+88QYnnngio0eP5oILLgAgOzubQw89lMcffzx83llnncWSJdsbKDpDeNQaNTU1rF+/ntLSUlJTU+nfvz92uz3SZYWVlJS0qDsMCDd8KBDrHhSItbE13jUsrl0c6TLa3Xr/etamrKWisoJQKBTpckRERERERDpcVVUVSUlJJCUlUVVVxU033cRFF13EpEmT+O2337jtttuIjo7msssu4+mnn2bDhg0ArF+/ntNPP71LdocFAgFyc3PZuHEjVquVAQMGkJGR0ewurI7g9XqpqKggNTW1RXV5PB5sNhtWq5Zb7w70U25DxYFiPnF/EukyOsxGy0as0VayKrNalLqLiIiIiIh0NS+++CLDhw9n6NChREVFAVBQUEBJSQkAS5Ys4aWXXqK6uppffvkFv9/PoYceyujRoznjjDOYPn06t956K1u2bKGiooIHHnigS3WHGYZBZWUlBQUFGIZBVlZWpxmP3FVpaSlWq5Xk5OQWnVdbW6v1w7oRBWJtJGgE+bjm40iX0eE2JGwguypbgZiIiIiIiOyTPvzwQ/7yl7+QkZFBTEwMSUlJPPvss5hMJiZMmMCFF14IwJAhQ/j222+ZOXMmvXr1AuD0009n3rx5nHHGGTz00ENs2bKFVatWceqpp0byKbWYz+cjPz8fl8tFfHw8PXr0CO+i2dn4fD7Ky8vJzMxsUXeYYRjU1taSlpbWjtVJZ9J5ehq7uO8831EWKsOg67W87g3DZLDMvgyv1xvpUkRERERERNrEzpuHLVu2jOnTp7NgwQL+9a9/sWbNGl544QV8Ph9paWmMGTOGNWvWYBgGgwYN4uWXXwa2r2Hldrs555xzALDZbAwYMCAchnWFpWcMw6CkpIR169bh9Xrp3bs3vXv37rRhGGx/3S0WS4u7wzweD6FQiJiYmHaqTDobBWJtoDhQzPee7yNdRkQYGFTZq/i26ttIlyIiIiIiIrJXPvroI8466ywuuugi5syZA8Bnn33GyJEjAejZsydTpkzhiy++YPPmzbhcLiorK8nOziYUCnHmmWfy4YcfMmnSJI499liSkpKYMGFCg/fqTGtuNcTtdrNhwwaKiopITk5m4MCBxMfHR7qsJvl8vlatHQbbny+gkcluRCOTe6m7jkruaoVlBQcGDiTJqtFJERERERHpWtxuN5deeik5OTlcc801OBwObrjhBoYOHcqBBx7IvHnzOP744wGYNGkSCxcuZN26dZx88smsXr2adevWMXLkSMaPH8+HH37I6tWrGTduHE6nM8LPrOWCwSDFxcVs27YNh8PBgAEDukxIVFpaitlsbnF3GPxv/bDOHlRK29FPei9111HJXRkYfFT9UZfcJUVERERERLq3mJgYTj75ZN555x2mTJnCqaeeysSJE/n444+58MILef3118Mjjn379sVsNvPLL78AcPzxx/Pjjz+GrzVgwAAmTpyI0+kkFAp1qc9IVVVVrFu3jrKyMjIzM7tUGOb3+ykvLyclJQWLxdLi891ut8YluxkFYnuhPFjebUcld2WYDIopZpVvVaRLERERERERabEzzzyTlJQUAoEAAKtWrWL06NGMGjWKQYMGcfvtt4eP3W+//TCbzQSDQaqqqsjMzGzwmmazuVPuwrgrv9/Pli1b2LJlCw6Hg0GDBpGamtolaq9TWlqKyWQiJSWlxecGAgF8Pl+XCf+kbWhkci/84v0l0iV0Lgb86PmRYVHDutRfnCIiIiIiIlFRUQBYrVa2bNlCbW0tffv2BeCJJ57glltu4ZprrqGqqoqvv/6ad955B4vFwsCBA+nXr18EK289wzAoKyujqKgIs9lMdnY28fHxXe7znN/vp6ysjLS0tFZ3hwHqEOtm1CHWSn7Dz0rvym4/KlmPCcpD5RQECyJdiYiIiIiISIvVjTe+9957JCUlccABBwBw2GGH8eqrr5Kens7+++/PsmXLGDJkCADXX389++23X8Rqbi2Px0NOTg4FBQUkJCQwaNAgEhISulwYBnvXHQbbAzGr1dqpd8+UtqdArJXW+tbixx/pMjodk2FihWdFpMsQERERERFpsbow6LvvvuPyyy/nzTffZPjw4fz73/8mLS2NW2+9lRtvvJG4uLjwmmJdTSgUoqioiPXr1xMKhejXrx89e/ZsVWdVZxAIBCgrK2v12mHwv/XDumIYKK2nkclWMAyD5Z7lkS6jUzJMBuv86zg6dDQxZrWbioiIiIhI17Js2TKef/55vvvuOw444ACeeOIJjjrqqPDjhmFgMpm63G6EhmFQVVVFYWEhgUCA9PR0UlNTu9zz2FVJScledYcZhkFtbS0ZGRltXJl0dgrEWqEoWERpqDTSZXRahmGwyruKg6MPjnQpIiIiIiIiLRIfH8/555/P3XffTe/evXd7vKt1ERmGgcvloqioCI/HQ1xcHJmZmdjt9kiXttd8Ph9lZWWkp6djtbYu3vB4PBiGofXDuiEFYq3ws+dnTJi0flgTVnhXMNoxGrOpa/9rg4iIiIiIdC+DBw9mzpw5wP/WFOtqIVgdt9tNUVERNTU1xMTE0K9fP2JjYyNdVpspKirCYrG0ujsMtr9GJpMJh8PRhpVJV6BArIUCRoDf/L8pDGuKCWqMGnIDufS27f4vKiIiIiIiIp1d3WhkV+TxeCguLqaqqgq73U7v3r2Ji4vrss+nIbW1tVRWVpKVlbVXY59utxuHw9HlR0el5RSItVBpsJQQXXPxxA5lQFGgSIGYiIiIiIh0SV0xPPL5fBQXF1NRUYHNZqNnz54kJiZ2yeeyJ4WFhdjtdpKSkvbqOm63m/j4+DaqSroSBWItVBQoinQJXUaBrwCiI12FiIiIiIjIvi0QCFBSUkJZWRlms5kePXqQlJS0z3Y9uVwuampq6N27916FfX6/H7/fr/XDuikFYi1UHCzW+mHNYYKCQEGkqxAREREREdlnhUIhSktLKS3dvulbWloaKSkpWCyWCFfWfgzDoLCwkJiYGOLi4vbqWm63G0CBWDelQKyFCgOFCsOayWP24PK7cNqckS5FRERERERknxEKhSgvL6ekpIRgMEhycjJpaWmt3mmxK6msrMTj8dCvX7+9HgV1u93YbDZsNlsbVSddyb7ZP9lOAkaA8lD5Ho/btmUbf07+M+5KdwdUFTl3jbiLn9//udHHb8q+iY+Xftzo45dddhl/+ctf2qM0EREREZGIMQwjvDuhSFsyDIOKigrWrVtHQUEBTqeTQYMG0aNHj24RhoVCIYqKioiLi2uT3TLdbre6w7qxff9PzC5mzJjB3LlziYqKCn9vwYIFHHbYYXs8tzRYioFBzjc5LHhoAZuXbSYYCBKfEc/QY4Yy7spxpPRu/XavnU15bjkf3PcBvy36Da/LS1xaHPtN2I8J104gITNhj+c/uOVBomuiMQyDu+66i+XLl/PWW2+FH581a1Y7Vi8iIiIi0j5ChkF1MEjFjq/yQICaUIiQYRCC8DyJie0dCBaTCafZTJLVSqLVSqLFgtNs3icXOpf2YRgGLpeLoqIiPB4PcXFx9OnTB4fDEenSOlRZWRl+v58+ffrs9bVCoRAej4fExMS9L0y6pG4XiAFcccUVPPLIIy0+rzhYzMqPVvLCJS9w0i0nce6T5xKXFkdlYSU/vfET65esJ2XavhGIleeW889j/8kBJx7ANR9dQ3J2Mq4SF9+8+A0bvtrAQWcetOeLmKDCUkFVVVX7FywiIiIi0k5ChkGB309pIEB5IEBVMBjed94EjS6oYgBBIGgYlAWDlAeDGF4vABYgwWIhyWol3WYj3WpVQCYNcrvdFBYWhruZ+vfv3y27moLBICUlJSQlJbVJEOjxeDAMo1u+lrJdtwzEWqsmWMMbN7/BhGsnMO7yceHvJ2QmMO6KcY2e9/gpj3PgyQeGz8n9JZd/HP0PHil7BICAL8An//iEH177AVepi+TsZM7917lkj8hm2fxlfPrIp5TnlhOdEM3Ys8dy0l9PCv+P5Z+T/8zkf05myTNLKM8tZ+ARA5k+azrR8dEEvAHmXz+fVR+tIugPktgzkXOfOJfeB/Xe43P98L4Pydo/i7MfPTv8vbj0OI677rh6x5VsKOHh4x6m8LdCeg3vxfRZ00nqtX3b22uSr+Huz+5m3tp53HvvvYRCIZzO7euJuVwuZsyYQWJiIo888gibNm2iX79+PP/889x1112UlpZy+umn88wzz2ieW0REREQiwh0KscnrZaPXi98wGgy/WjIYufOxQQiHZBu8XqJNJvo7HPSOisK+j+4MKC3j8XgoKiqiuroah8NBnz59cDqd3TY4LS0tJRQKkZ6e3ibXc7vdmEymbtdlJ//TLQOx559/nueff54ePXpw4YUXcu211zZrO9qNazdStqWMUWeMatN63r3rXXKW5nDZq5eR2j+V4vXF2BzbQ6CYpBgufP5C0gakkbcyj1lnzSJ9cDpjJo8Jn7/8reVc+faVWKIs/Ou0f7H4X4s56eaT+G7ed+SvyufWH24lOj6akg0l4evuyZpFazj5lpP3eNyy+cv440t/JD4jnv+e/18+uO8Dpj057X8HWOGII47gpptuYuXKlfVGJhvy4Ycf8tNPP1FdXc0hhxzCSy+9xIwZM5pVs4iIiIjI3jIMg+JAgI0eD4WBQL0QrD1WBau7Zq1hsKq2ll9ra+lps9Hf4SDJYum24Ud3VTcauW3bNlwuFzabjV69epGQkNCt3wt+v5/S0lJSUlLarGHC7XYTHR3drV/X7q7bBWJXX301Dz74IMnJyXz//fdMmTIFs9nMtddeu8dzy7aVAdRbP+uj//uIxU8tJhQMsf+E/Znx7IwW1WMYBkufW8ql8y8lbUAaABmDMsKP73/c/uFf9zqwFwdNOoj1X66vF4gd86djiEvbvt3s8FOGs3nZZgAsNgtel5ei34roM6YP6QObn6S7Sl0k9NjzOmFHXHQEKX22j4mOnjyazx75rP7zMxlYrdbwdrZ7cscddxAXF0dcXBwnnngiP/zwgwIxEREREWl3hmGw2edjrceDOxSi7iNyRy+NbwB5fj+5fj/xZjNDo6PJ2mn9Y9k3hUIhKioq2LZtG16vF4fDQc+ePUlISGhW88a+rri4GLPZTFpaWptczzAM3G631g/r5rpdIHbQQf9b++rQQw/l5ptv5vnnn29WIOZM3j7uV1lYSWrfVABO/MuJnPiXE/nw/g/JW5nX4npcpS58bh+p/VMbfHz1Z6v5+IGPKdlQQtAfJOALsN+E/eodE5cRF/51VEwUHpcHgDFTx1BVVMWr179KRV4Fw04axml3n4Yzxbnn55ripLKgco/HxaU3fO86IUIkJyeH57P3JDMzM/zr2NhYKioq9niOiIiIiMjeqAkG+dHtZlsgEP5eJPeIrLt3VSjEdzU19PT5GBETQ5SCkX2O3++nrKyMsrIygsEgcXFxZGVlERMTo86lHbxeL+Xl5WRmZmKxWNrkmn6/n0AgoPXDurlu/zdqS9L2PoP7kJydzPK3lrfoHvZYO/5af/j3VYX/W2TemeokKiaK0o2lu50X8AV49oJnOXzG4dy16i7u33w/h884vNlbOFusFo677jhuWnITt3xzCxW5FXz8wMfNOnfIMUP46c2fmnVsU8yYSU5Oxmw24/P59vp6IiIiIiJtxTAMNnq9LKyqomynMKyzyff7WVBVRb7+e3qfUVtbS25uLmvXrmXbtm0kJCQwaNAg+vTpQ2xsrMKwnRQVFWGz2UhOTm6za9ZNMCkQ6966XSA2f/58qqqqMAyDZcuWcf/993PmmWc261ybycak+yax4KEFfP7vz6kuqQa2d3kVrils9Lxew3vx83s/U1tVS3VJNQsfXxh+zGQyceh5h/L27W9TklOCYRgUrSuibGsZAW8Av8dPbHIsVruVTcs28ePrPzb7ua79Yi25v+QSDASJionCarditmz/ka/7ch1/Tv5zo+eedPNJ5K3MY/518ynPLd8+y17q4tNHP+XHN5pfgwULVquVXr16sXnzZvx+/55PEhERERFpZzXBIF+6XKxwuwkS2Y6wPTEAv2HwXU0N37tc+EKhPZ4jnY9hGFRVVbFx40Y2bNhATU0N6enpDBkyhKysLOx2e6RL7HTcbjdVVVVkZGS06ehobW0tUVFRWK3dbmhOdtLtfvpPPPEEl1xyCYFAgJ49e3LFFVdw/fXXhx+/7LLLAJg1a9Zu51pMFoafPJxLXr6EBQ8t4MP7PsQIGST0SGDwUYMZf9X4Bu857opx5P2Sx8wDZpLUK4kjLz6S9V+uDz9+6sxT+fD/PuRfZ/wLd7mb5N7JTPvXNJKzkznrwbN45dpX8Lq8DDxiIKPOGEV5Xnmznmt1STWv3fgaFfkV2Bw2Bh89mBP+cgIA5bnl9Bvbr9Fzk7OTue6z6/jw/g95+LiH8dZ4iUuLY7/j9mPs2WObdf+61wxg+vTpvPbaa+GZb41CioiIiEikbPJ6+cXtpivGSvl+P8VVVYyOiSFTa4t1CaFQiPLycrZt24bP5yM6Oprs7Gzi4+PVCdYEwzDIz8/H4XCQkLDn9a1bwu12qztMMBnNnb8TfvD8wFe1X2F06n8/ap65V85l1KRR7Hfsfns+eC/0tvbmjLgzANiwYQNms5l+/RoP4kRERERE2othGKz2eFjr8ez54C5gZEwMfdVV1Gn5/X62bdtGeXk5wWCQ+Ph4UlNTFcQ0U1lZGfn5+fTv379NX7NgMMjq1avJyspq0zFM6Xq6XYfY3ki1pO4TYRjAuU+e2+73MGMmzfK/XUBSUlLIzc3F4/HgcDja/f4iIiIiInUMw+Dn2lo2er2RLqXNLHe7CRgGA/Xf1p2K2+1m27ZtVFZWYjabSUpKIiUlhSh19DVbIBCgqKiIxMTENg8Qa2pqAHA697zZnOzbFIi1QLolPdIldCkhQqRb//eaxcfHY7VaKSsrIysrK4KViYiIiEh3YhgGP7ndbNkHF6VfWVtL0DAYEh0d6VK6tbr1wbZt24bb7cZms5GZmUlSUlKb7YzYnRQXF2MYBhkZGW1+bZfLhc1mU0ApCsRaItocTawplhqjJtKldBkZlv/9BVb3ryOlpaVkZGTofxhEREREpN0ZhsHK2tp9Mgyrs9rjwWoyMUCdYh0uGAyG1wfz+/3ExMTQu3dv4uLitD5YK9XW1lJWVkZmZiY2m63Nr19TU6PuMAEUiLVYpjWTHH/OPjM62Z6iiCLeHF/ve8nJyZSUlFBeXk5qamqEKhMRERGR7uI3j4cN+9CYZGN+qa3FZjLRW2uKtbtQKER1dTWVlZVUV1djGAYJCQmkpqYSrU69vWIYBgUFBdjtdlJSUtr8+n6/H6/XS3q6pr9EgViLpVvSyfHnRLqMLiHdmr7bv4rYbDYSEhLYtm0bKSkp+lcTEREREWk3eT4fa/aRBfSb40e3mziLhSSrPua1NcMwqKmpobKyksrKSkKhEA6Hg4yMDBISEtqlk6k7qqysxO1207dv33b5rOhyuQCIjY1t82tL16O/KVsow5qh7rBmMGOuNy65s5SUlPC/psTHxzd4jIiIiIjI3vCGQix3uyNdRocyActqajgmPh6L/uG5TXg8HioqKqioqCAQCGCz2UhJSSEhIUEbhbWxYDBIYWEh8fHx7TbS6HK5cDgcWBUaCwrEWkwL6zfPrgvq7yw6Opro6Gi2bdumQExERERE2sWKHTswdicGUBMKscbjYZhG91rN5/NRWVlJRUUFXq8Xi8VCQkICiYmJREdHa8qlnZSUlBAMBsnMzGyX69d1+SUmJrbL9aXrUSDWQtHmaLIsWRQEC9Qp1gQLFvpY+zT4mMlkIjU1la1bt+J2u9t8G10RERER6d7yfD7y/f5IlxEx6zwesmw2jU62QDAYDIdgbrcbk8lEfHw8GRkZOJ1OzGZzpEvcp3m9XkpLS0lPT2+33R+9Xi+BQEAL6kuY/oZshRGOEeTX5Ee6jE7LhIn9ovbDbm58Qc/4+HjsdjslJSX06dNwcCYiIiIi0lLdcVRyVxqdbJ6GFsePjY2lZ8+exMfHY7FYIl1it2AYBvn5+dhstnbdeM3lcmEymdSQIWEKxFphgG0ADpMDj9F9FuhsCQOD4fbhTR5T1yWWl5eHx+PR/L2IiIiItInuOCq5K41ONk6L43c+1dXV1NTU0Lt373btxHO5XMTExKjbT8IUiLWCxWRhuH0433u+19jkLkyYSLekk2ZN2+OxiYmJFBcXU1JSQnZ2dgdUJyIiIiL7skK/v1uPSu5qncdDdlQU8d2808kwDDweT3gkcufF8RMTE7HbG59skfYVCoUoKCggLi6uXdeXDoVCuN1u0tL2/DlVug8FYq10gP0Avvd8H+kyOh0Dg5H2kc06tq5LrKCggPT0dP0PkYiIiIjslfUeTXDszATkeDyMjI2NdCkdLhQKUVNTg8vlwuVyaXH8TqqkpIRAINBuC+nXqa2tJRQKaf0wqUeBWCvFmePoZ+vHRv9GdYntxG6yMzBqYLOPT0pKori4mNLSUnr27NmOlYmIiIjIvqw6GKQ0EIh0GZ2KAWzx+RgWE4NtHw9/DMPA6/WGA7CamhoMw8BqtRIXF0dmZiZOp1MhWCfi8/koLS0lNTW13ZsjXC4XFotFS/VIPQrE9sII+why/DmRLqPTMGHigKgDsJqa/7Yym82kpqZSXFxMenq6ZvZFREREpFU2eb2YQP9UvYsQsNXrpf8+GAQEAgFqamqorq7G5XIRCAQwmUzExsaGd4e02+0KwTqpgoICLBZLh4wxulwuYmNj9V6QehSI7YVsazZ9rH3YEtiiLjHAYXIwxjGmxeclJydTUlJCaWkpPXr0aIfKRERERGRfFjAMNnm9+i/yRmzweum3DwRDhmFQW1sbDsBqa2sBsNvtJCQk4HQ6iY2N1aLpXUBVVRXV1dVkZ2e3+88rGAxSW1tLUlJSu95Huh4FYnvBZDIxIXYCz1c+jx8t3jkhZgIOc8v/5clisZCSksK2bdtIS0vDatXbUkRERESaL9fnIxjpIjqxmlCI0kCAtC44jeHz+cJjkC6Xi1AohMViITY2lqSkJOLi4jRl0sUEg0Hy8/PbfSH9OjU1NQBaP0x2o+RhLznNTsbFjGOBe0GkS4kYEyYG2wbTP6p/q6+RkpJCaWkp27ZtIyMjow2rExEREZF9mWEY5Ggx/SaZgI1eb5cIxBpaDB8gOjqa1NRUnE6nFsTv4goLCwmFQmRlZXXIz9HlcmGz2YiKimr3e0nXokCsDewXtR9rfWu77eikw+RgXMy4vbqG1WolOTmZsrIyUlNTsXTzraFFREREpHmqgkGqQqFIl9GpGUCB348vFCKqk40T7rwYfnV1NW63G8MwsNlsOJ1O0tPTcTqd+nywj3C5XJSXl5OVldVhnX01NTWt7g7zGT5KAiVUhaoIECBoBAkQwIQJK1YsJgs2k40kcxIplhQsJr1PuxIFYm2gu49OtnZUclcpKSmUlZVRXl5OampqG1QmIiIiIvu68qCGJZvDACqCQdIjGIgZhoHP56O2trbel2EYWgy/GwiFQuTl5RETE9Nh63n5/X68Xi/p6el7PLYu/CoKFlEcLKYgUEBVqKreMSb+957ctRnGjJkUSwqZlkzSremkW9IVknVyCsTaSHccnWyLUcmdRUVFkZCQQGlpKcnJyVoMU0RERET2qDwQ0O6SzVQRDJLeQV05DYVfHo+H0I5uvqioKKKjo4mPj8fhcBATE6P//t/HFRcXEwgE6Nu3b4eFnS6XC4DY2NgGH/caXtZ41/CL9xe2hbYB/wu9Gpr+amoiLESIkmAJ24Lb+MX3C7A9JOtl7cUI+wj62vpiNuk93pkoEGtD+0XtR64/l9X+1ZEupd2ZMJFoTtzrUcldpaWlUVFRQUVFBcnJyW16bRERERHZ95QHAgrDmqkiEGiX6xqGgd/v363zqy78stlsREdHk5aWRnR0NNHR0RqB7GbcbjelpaVkZGRgt9s77L4ulwuHw7Hbxm2lwVJ+9v7Mau9qAtT/c7G3yyCFCNX79dbAVrYEthBrimWEfQTD7MOIMcfs1T2kbSgQa0N1o5PeGi8b/Rv32fXETJhwmp2cGXdmm4xK7sxutxMfH09JSQlJSUlqkxYRERGRRgUNg2qtH9Zs5W0QiBmGQSAQ2C38Cu4YXbVareEF8OvCL+0i373VjUo6HI4OXRrHMAxqampITEwEIGgEWe9fzwrPCgqCBZgwdchn9rp71Bg1LPUsZalnKYNsgxjhGEEPSw995o0g/c3UxswmMyfFnsTbrrfJC+Ttc6GYCRMOk4MznWcSa2647XRvpaWlsWHDBiorK8N/eYmIiIiI7Ko6GNzH/mu7fdUaRosW1t81/PJ4PNTW1hLYEazVhV8pKSlER0fjcDg6bKF06TpKS0vxer0MGDCgQ8Mfr9dLIBDA6XSS68/lE/cnVIeqmxyJbG9191znX8da/1qyrdlMiJ1AvDm+w2sR0ABrO7CarJzqPJVe1l6RLqVNmTARY4phctxkEiwJ7Xaf6OhonE4nJSUlGIb+E0dEREREGlahBfVbrKHXLBgMUltbS0VFBS+99BIDBgwgLi6O0aNH88EHH7BlyxbKysowDIOkpCR69+7NkCFDGDJkCH369CE9PZ24uDiFYbIbj8dDSUlJuGOwI7lcLkLmEN+bvud11+u4QtvXE+sMTSt1NeQGcnmh8gVWelfqs28EKBBrJzaTjVOdpzLANiDSpbQJEybizfFMjZ9KkqX9dwRJS0vD6/VSXV3d7vcSERER6a6eeOIJxowZg91u5/TTT6/3WHFxMdOmTaNXr17Ex8czatQo3nnnnWZdd8mSJTidzvCXyWQiJiYm/Pt77723Teqv2LGg/t44IzmZjb9sXwB74dy5XHvUUc06z+/z8cAFF3DJiBGckZzMt++/v9sxq7/5hmuPPJKpPXty7VFHsea775p17dceeohzsrM5JzubqVlZnJGcHP79OdnZ/Lp0KQAlubk8ftVVXDRsGOdkZ3PJ8OE8cMEFrP7mm/C1bjvlFCZnZobP7ZuUxAMPPEBeXh4bN25kzZo1rF69mg0bNrB27VquuOIKLrzwQlatWsXJJ5/Mgw8+yODBgxk6dCh9+/YlIyOD+Ph4bDbbbt0+33zzDSeccAKpqakkJydzwgkn8Ouvv9Y75quvvmLEiBHExMQwcuRIlu54LgB5eXn87ne/IzExkQsuuCC8BhnA/fffz+23396s1086B8MwyM/Px2azNWuXx7a2qXYT36R/E17gvjMEYbsyMAgQ4DP3Z7zpenO3XS2lfSkQa0dWk5WTY0/mgKgDIl3KXkuzpDElbgpx5rgOuV9sbCwxMTHqEhMRERFpR1lZWdx2221cfPHFuz3mcrkYNWoU33zzDRUVFdx9992cc845uwUcDTnyyCNxuVzhL4Cvv/46/Pu//vWv4WP9fn+r6/cYkf2Iu9+hh/LnWbNIycra7bHq8nL+fs45nPTHP/JiTg4nXXQRfz/nHGoqK/d43bOuu455W7cyb+tWbp8/n5j4+PDv523dyv6HHUbx1q3ccMwxWKxW7v3gA17avJlHv/qK351xBt9/9FG9651/553bz92yhfdXr+b3v/89tbW1WCwWkpKS6NmzJ/3798dsNuN2u7nlllvo3bs306dPZ/ny5URFRTVr1K28vJw//OEPrF+/nsLCQsaOHcuJJ54YXl+srKyMiRMnctVVV1FeXs6VV17JxIkTqaioAODee+/lyCOPpLCwkHXr1vHmm28CkJOTw8svv8xtt922xxqk8ygrK8PtdtOzZ88O3UHUb/hZVLOIr5xfUWuu7ZRBWEPULdbxFIi1M7PJzLGxx3JK7ClEm6LD88pdgWnH/x3mOIypcVM7fCeMtLQ0amtrqamp6dD7ioiIiHQXkyZN4vTTT29woev+/ftzww030KtXL8xmM6eccgpDhgzhm526j1pj8eLFJCYm8tRTT9G7d28OP/xwAD799FPGjh1LYmIiw4YNq9eN5vV6ueyyy0hOTqZfv37Mnj0bk8nE1k2bAFi+aBF/PuIIzundmxlDhjDr+uv3qsbmsEVFccrll7P/YYdhbmDHxG/fe4/kHj04/oILsNntHH/BBSSlp/PNe++1yf1fvv9++h1wAFc88ggZffpgNpuJjovjd6efzvkzZzZ4jslkIiExkf3335+BAwfSu3dvMjIySEpKIiYmBpfLRWxsbDi8yM/PJyoqqtk1nXTSSZx99tkkJiYSFRXFjTfeyNatW9m8eTMAb775Jj179uTiiy/Gbrdz8cUXk5mZWS/4Gj9+PA6Hg6OOOooNGzYAcPnll/Pwww936O6Esnd8Ph9FRUUkJycTG9s+a083pDJYyYtVL4a7wrrQx+963WLv1bxHwGifXWHlfxSIdZD+Uf05P/58BtsGR7qUZkuxpHBu/LmMjR6L2dTxbxWn04nD4aCkpKTD7y0iIiIi9RUXF7N69WqGDx++19eqrq5mxYoVrFmzhs8//5yff/6ZyZMnc//991NWVsa///1vzjvvPH777TcA7rnnHpYtW8aqVatYvnx5OEAJ7uiieOzKKzn9T39i3pYtzPrxR8ZNmbLXNe6tTatW0e/AA+t9r9+BB7J51ao2uf7yhQs5YtKkFp9nmM3N6vbasmULt99+OyeccEJrygPg888/JzExkd69ewPw888/M3LkyHrHjBw5kp9//hmAAw88kE8//ZTa2lqWLFnCgQceyEsvvURWVhbjx49vdR3SsepGJc1mMxkZGR12323BbbxS/QrVoeou0xXWmI3+jbzleguf4Yt0Kfs0BWIdyGF2cKLzxE7dLbZzV9g5ceeQaum4bXF3q8VkIi0tjZqaGnWJiYiIiESQz+fj7LPPZsqUKYwZM2avrxcKhbj//vuJiYkhJiaGf//738yYMYNjjjkGs9nMEUccwcSJE5k/fz4Ac+fO5eabb6ZHjx4kJCRw5513AoQ/8lqtVgpycqgsLcURG8vQQw7Z6xr3lqemhtiE+htRxSQkULtjhHRvVW3bRnJmZvj3P3/+OdP69uXc3r35w9Ch9Y598W9/2/5Y376M69lzj/9tvWDBAvr06cPSpUs5/vjjW1Xfli1buPTSS/nnP/+J1WoFto/h7rqLfGJiYnjd4FtuuYX8/HwOOeQQjjnmGA455BDuu+8+/vGPf3DnnXdy1FFHcf7551NVpXWWOrOKigpcLhc9e/bE0kD3ZHsoChQxv3o+HsPT5cMw2N4tlh/I5/Xq16kN1Ua6nH2WArEI2LVbrDMEY3U1pFpSI9oVtqv4+HgcDgdFRUWaoxYRERGJAJ/Px1lnnUVMTAzPPPNMm1wzLi6uXjCyadMmZs2aRWJiYvjr7bffJj8/H9g+upednR0+vq7jqO6/ov/ywgtsWb2aq8aO5bqjj+arHR1kbeXXpUvrLWrfHI7YWNy7BDfuqiqinc42qSk+JYWywsLw74cffTQvbdrEX+fOxefx1Dt2+u2389KmTby0aROL8vKIjY3dbeODnR133HF4PB4WLVrEzJkzeeqpp1pUW25uLsceeyxXXXUVF154Yfj7TqeTyl3WUKusrCQubvs6xUlJSbz00kv8/PPP/O1vf+PGG2/k5ptv5vvvv+err75i8eLF9O/fn/vuu69F9UjHCQQCFBYWkpCQEP65treSQAmvV7+O3/DvE2FYHQODkmAJb7rexGt4I13OPinyiUc3Vdctdn78+Yy0j8RGZLYoNmHCZJjI8GQwyTkp4l1huzKZTGRkZOB2u7XjpIiIiEgH8/l8TJ48GZ/Px+uvv96i9aSasusC29nZ2VxzzTVUVFSEv1wuVziIycrKYuvWreHjt2zZsv06O0b/BowYwV+ef57n1q9n8g038NAll1BRXNwmtQLsf9hh9Ra1b46+w4aFd6+ss/GXX+i9//5tUtOIceP4+u23W3SOCajr12lo44Od2e12jj76aCZPnsxXX33V7Hvk5uYyfvx4pk+fXm/zBIDhw4ezfPnyet9bvnw5B+4yWgrbxy1zc3OZPn06K1as4OCDD8ZsNnPYYYexYsWKZtcjHccwDPLy8gDo0aNHh9yzPFjOG643CBDYp8KwOgYGpcFS3nG9ozXF2oECsQhLsiRxVMxRXJx4MRNiJoTDqPbsGqu7dowphkMchzDNMY1h24YRWx3brPUEOprT6SQmJobi4mJ1iYmIiIi0oUAggMfjIRAIEAqF8Hg8+Hzb16zx+/1MmTKFmpoa3nrrrXZd0PzSSy/l2WefZdGiRQSDQbxeL0uXLmX16tUAnHPOOTzwwAMUFhZSWVnJ3/72NwCsgN/nY/Err+CqqMBsNofHFM07xvRuO+UUXr7//uYXYxj4PJ56X6FQqMFD/V7v9m4swyDg9+PzeMI7Kh4ycSLb8vP59IUX8Pt8fPrCC5QXFXHoxInh889ITmbll1+29OUC4Oybb2bD8uXMuv56ijZvxjAMvG43a3/4ocnzLHv47/3q6mqeeeYZPB4PBQUFfPTRR4waNSr8eN++fZkzZ06D5+bn5zN+/HimTp0aHmvd2RlnnEFubi6zZ8/G5/Mxe/ZsCgoKOOOMM+od5/V6ufbaa8OBaP/+/fniiy/wer18+umnDBgwoMnnIJFRVlZGdXU1vXr1Co/JtqeaUA2vV7+O1/Duk2FYHQODgkAB77ve1+fhNqZArJOwmWwMsw9jWvw0psZNZWjUUBwmR/jxvQnIzDv9mK1YybZm8/vY33NRwkUcEn0IKTEpxMfHU1JS0uj/2EeSyWQiMzMTj8ezW4u1iIiIiLTePffcQ3R0NH//+9959913iY6ODq8Z9fXXX/P222/z1VdfkZqaGh6tu/fee8PnDxs2jJdeemmv6xg1ahTz5s3jtttuIy0tjZ49e3L77bfj9W4fE7rtttsYMWIE+++/PyNHjuTkk08GINqx/b+Xv3jtNS4fPZpzevfmP3/5C9c9/TTxyckAlObmtmhNsU2rVjE1K6ve169ff93gsVeOHcvUrCxKcnP5x4UXMjUri89feQWAuKQk/jpvHu/9+99M79uX959+mlvnzsW5Y1S0JDeXaKez1R1jGX368OBnn+GtreWWE0/knOxs/nTYYaz74QduffnlRs+z7iEQi4qKYu7cuaSnpzNq1CiOPPJI/vSnPwHbg6rS0lIOPfTQBs995plnWL9+PY888ki9ccwlS5YAkJyczLvvvsujjz5KQkICjz32GO+++y5JSUn1rnPfffcxZcoU+vfvD2zfDbVfv36kp6ezdOlSbrnllma/TtIxvF4vhYWFJCcnd8iopGEYLKhZgNtw79NhWB0Dg02BTazwqjuyLZkMRYydmivkojhQTHGwmMJAIUXBIjyGZ88nsj38SrOkkWnNJN2SToY1g0RzYoNdYB6Ph/Xr19OjRw9SUlLa+mm0ic2bN+P1ehk0aFCn7GQTERERkY6xdOlSxo0bx4rycn7zehv9OFy8dSv/vOgi/u+TTzq0vuZYOG8eeevWcd4dd3TofUfHxpLdyOjr4sWLOf3006moqGjw8c8//5xZs2Yxb968dqxQuppQKEROTg6hUIiBAwfuNhLdHlZ7V/OJu/P9uW5vFixMj59OoiUx0qXsExSIdUGukIvyYDl+w0+QIEEjSIgQVpMVK1YsJgvx5vhGw6/GbN26lZqaGgYPHtwhf4m1VF1ol5WVRfKOf/ETERERkX1fcXExq1at4qijjqKoqIhzzz2XrKwsHn7uOZa20a6N3cWE+Hicjez8t6dATKQhhYWFlJaWMmDAAKKjo9v9fq6Qi+crn8ePv93v1dmYMJFpyWRy3GQ1ibSB9h/slTbnNDtxmttmd5qdpaens27dOsrKykhN7TwL69dxOBwkJCRQXFxMYmJipwztRERERKTtBYNBrr32WtavX09MTAzHHXccjz32WKPBjjTMAsTqv6GlDdXU1FBaWkpGRkaHhGGGYfBpzacE6J4LzBsYFAQLWOFdwUjHyEiX0+WpQ0zqycvLo6qqisGDB2PphP+B4fP5WLt2LRkZGaSlpUW6HBERERGJsA8rKvDqI02zJFssHBUfH+kyOrV7772XDz74gOjoaJ5++mn69esHwJo1a0hKSiIjIyPCFXYewWCQ9evXY7PZ6NevX4d0LHXXUcldaXSybeifB6SetLQ0QqEQZWVlkS6lQVFRUSQnJ1NaWhrewUdEREREuq+kDtjNbl9gApL1Wu3RqFGjuP7661myZAmuHeO4wWCQ0aNHc8wxxzBq1CjGjh3LO++8U++8bdu2sWnTpghUHDn5+fkEg0F69erVIWGYK+RikXtRu9+nKwgR4pOaT7Tr5F5SICb1REVFkZSU1KkDp7rQrrS0NNKliIiIiEiEJVkse7Efe/dhAIkKxPbopJNO4tBDD6V///7hzcYKCwvp168f3333HT/99BPvv/8+Rx11VPgcn8/H008/zaOPPkooFGLmzJmMGDGC4447jj/96U/U1NSEj/3xxx8pLi7u8OfV1ioqKqisrCQrK4uoRjZpaGvLPMu67ajkrupGJzf6N0a6lC5NgZjsJi0tDcMwKCkpiXQpDbLZbKSkpFBaWorf3/0WUhQRERGR/0m0WhvdZVLqS+yES6J0RuvWrcPhcITXxNq6dSvV1dXk5eUB2z8vJSYmhrtzNm/ezOeff85NN93Eq6++yptvvsmXX37JXXfdRTAY5J///CcAmzZtYsyYMZxxxhkMHz6c8ePH8+uvv0bmSe4Fn89Hfn4+CQkJJCQkdMw9DR+rvKsw9Kc9zISJFd4VkS6jS1MgJrux2Wykpqaybds2fD5fpMtpUFpaGiaTqdOGdiIiIiLSMVKsVhTz7Fms2awF9fegLuDasmULycnJOByO8GNJSUlccMEFjB07ljlz5gCExwSXLl1KdHQ0PXr0oKysDKfTSVxcHIcffjjJycl8++23wPagbdCgQXz11VesWLGC1157jQEDBnTsk9xLhmGQl5eH2WwmKyurw3Y6/M33m7rDdmFgsCWwhYpgRaRL6bL0N6I0KCUlBYvFQlFRUaRLaZDFYiEtLY3y8vJOG9qJiIiISPuzmkz0sds1NrkH/e32Dgsvuqq6QCwnJ4f09PTwJmMHH3wwy5cvZ+nSpTz66KPMnz+ft956C4CVK1eyevVqpkyZAsDxxx9PamoqSUlJ7Lfffmzbto1HH30UgA0bNuB2uwkEtgc7KSkp2O32Dn6We2fbtm3U1NTQq1evDtuEzTAMlnuWd8i9uhoTJn7x/hLpMrosBWLSIIvFQnp6OpWVldTW1ka6nAbVhXb7wgy+iIiIiLReP7tdg1RNMAO9u1jwEgl1gWFlZSXDhg0Lr421c/Bz2GGHERUVxfLlywF4++23CYVCTJo0iVAoxGOPPcaBBx7I5s2b+ctf/oLL5cLj8QAQFxeHzWbjmGOO4ZhjjmHx4sUAXWZh9NraWoqKikhNTcXpdHbYfQuCBZSFOuemb5FmYLDSu5KAoe651lAgJo1KSkrCbrdTWFjYKf+SNpvNpKWlUVFREf4fGRERERHpfuIsFlK1YHyDTEDvqChs6g7bo3feeYexY8fy8MMP89xzz3H55ZezYcMGPv/8c3766SeCwSBLliwhNzeX0aNHA7Bs2TJGjhyJ3W5nwYIFFBcXM3HiROLj45kxYwZbtmzho48+AmDKlCnk5OTwxRdfMH36dB577DF+/fXXLtG5FwqFyM3NxW63k56e3qH3/tnzMyb1gDbKh4+1vrWRLqNL0v9qSKNMJhMZGRls2bIFl8tFXFxcpEvaTd2OmEVFRfTp0yfS5XQIn8/XYTu5iIiIiHQV/e12SgPqktiVAaT4fISiozFrDbEmTZw4kREjRpCfn09OTg6//PILZrOZ999/ny+++AKfz0dMTAy33norp5xyCgsWLKBXr14ccsghAAwePJicnBzcbjcAbreb3Nxc+vfvD2xfq7nOGWecwdy5c9m8eTP7779/xz/ZFioqKsLn8zFgwIAOfR+5Q27W+ddpMf0m1C2uv7+987+POhsFYtKkuLg4YmJiKCwsxOl0drp/vTCbzWRkZJCbm4vb7SYmJibSJbWbzz//nDvvvJMePXowduxYrr322kiXJCIie+ALhagIBqkIBCgPBnEFgwSBoGEQ2nGMGbCYTFgAp8VCktVKosVCosVClD68ijRbps2G3WTC2wknGyIpJhCgsqjo/9m77/i46/qB46/v7Zm7y967CwqC1IKsFpClwA8QiixFFAEFBARkiWxEQECWIEOUoShDBNkIspRlKaO0zd53uZm73L7v9/dHuKNpkzZJk9xd8nny6IMmN76fXHP3/X7f3/cg2N+P3W7H4XBgMBhy7rg+F6jVaurr66mvr2f33XfPfP/Xv/515u+JRCJTQnnJJZfwi1/8goaGBgAaGhr44Q9/yDnnnIPZbEaWZY4//nj2339/3G437777LrW1tSxevJhHHnkERVFobm6e3R9yCoaGhvB4PFRUVIwaNDAbuhJdyJk9pjAWBQVXysWwPIxZZc72cvKKpORiLZyQU8LhMG1tbVRVVeFwOLK9nM0oikJLSwsajYb6+vo5uXP/73//y4EHHshpp53Gd7/7Xb73ve9x5ZVXcvDBB2d7aYIgCMIXFEXBl0rhTiTwpVL4kkmiXxxmSTDha9sb39cgSTg0GhxqNcVaLQ61ek7u5wRhunweifC5aKUxyi4mE2WShM/nw+fzkUwmMRgMOBwO7Hb7rDVGzzeKoqAoCiqVClkeCchsmhn11FNP8a1vfWtU5heMBM36+/sZHBxk++23x2Aw0NXVxUUXXUR3dzeBQID6+nquvvpqdthhh1n7maYiFovR2tqKxWKhpqZm1vdB/w7/m49iH4mg2AQcZjmMBm1DtpeRV0RATJiQ7u5uhoeHWbhwYU6mWg8NDdHV1UVdXV1OlnZuqyeeeIJ3332XX/3qVwD84x//4Kabbso04hQEQRCyJ6ko9MTjtEajBGV5UsGviUo/p1WloslgoFqnQyMCY4KwmYSi8HIgILLEGPncsKrVrLRaUX3xeaEoCqFQCK/XSzAYRJIkCgoKcDgcmM1mEXCfRalUKueDkbIs09bWhizLNDU1ZWW9jw09Rn+qf9a3m28kJHY17Mquxl2zvZS8IkomhQkpKytjw4YNuN3uWW+iOBFWqxWj0YjT6czJ0s6p+O9//8vQ0BD7778/sViMd955J3NbMplk2bJlWVydIAiCEEylaI/F6IzFSG30/Zk4DU8/Z1CWWR0O83E4TJ1eT4NejzXHT6gEYSbIskwsFkNRFGRZzvw/Ho+zSKtlTbYXmCOWmc2ZYBiM9Ai2Wq1YrVYSiQR+vx+fz0cgEECn02G327HZbOjFRMoZsXGmWa4HwwD6+/uJxWI0NjZmZb2KojCYGpz17eYrZ9KZ7SXkHREQEyZEp9NRWFiI2+2msLAQTY5N8ZEkifLyctrb2xkaGsJms2V7SdssHA7zi1/8gv33359jjz2WtWvXcumll/Lxxx/zxhtv8OSTT+Lz+RgeHqa6ujrbyxUEQZg3BhMJPo9G8SSTM5INNhEpoD0Woy0Wo0ijYbHBQMkmJTtC/onH4/zxj3/kmWeeweVyccEFF3DAAQfM6R6pU9XT08PQ0NCYt2k0GmprauiOx+d1G+7FBgMFWwhiaLVaSkpKKC4uJhwO4/P5cLvduFwuDAYDBQUFIjg2zXKx0mY86RLbqqoqjEZjdtYg+0giBmVMhILCQGog28vIO/nzjhSyrqSkBACXy5XllYzNbDZjtVoZGBjIXH3JZ/vssw+1tbWcdtpptLW18dWvfpWnn34al8vFww8/TCgU4oADDuDYY4/N9lIFQRDmhYSi8L/hYd4KhfB8Mckumyfb6W17kkneCoX43/AwCVEmljfC4TB//vOfef/99zPfe/7553nuuec444wz+NWvfsVjjz3GTTfdBIxkSghfKigoGPe22tpadjCZ0M2BioGpkIACtZoFE2x+LkkSZrOZ6upqFi9eTG1tLXq9HrfbzYYNG2hpacHlchGLxWZ24XksmUzOifOPtGg0Sl9fX2YIQ7a4krl53rklni4PZxeeTTgQntLjHzv3MZ6+/Olxb3/ioid4+CcPj3lbRIkwLA9PabtpJ510EmeffTYAHR0dSJKE3+/fpufMZSIgJkyYRqOhpKQEr9ebszvE8vJykskkg4P5nVqbPui97777UKvVXHTRRfzsZz/j29/+NldeeSV/+ctfuPXWWznnnHOwWq1cc801WV6xIAjC3OZKJHglEKAzHs/2UsbVGY/zSiCAK5HI9lKEMXR0dNDR0ZH5+l//+hfHHXcct9xyS+Z7r776KsXFxXzjG99g7733Zp999uG+++5DUZQ50Q5iOpnN5jFLuMrLyzGZTGglia+a5++0tU1LJSdKpVJRUFBATU2NCI5N0PPPP8/f/va3rG3/9ttvZ9myZej1eg4//PAx73PvvfeyaNEizGYz9fX1/P3vfx/3+VKpFF1dXej1eiorK5EkidWrV8/M4jex6bZcKReqSYQsNry5gQvrL5yBlc2eVb9ZxWGXHzblx7tSLh544AGWLVuGxWKhrKyMFStW8Ne//nUaVzl59fX1GI1GLBYLFosFu92euS2VSnHiiSdit9vZc8896evry9z29ttvs3Llyhm7KJRbdW9CzisqKsLr9eJ0Oqmtrc32cjaj1+spKirC7XbjcDjQ6XTZXtKUSJKELMtYrVbuuOMOYORKjcFgIJFI8Mwzz+D3+znuuOM44IADWLlyJUcffTQLFy7M8soFQRDmloSi8Ek4nNOBsI1FFYW3QyHqdDqWfhEUELJvYGCAW265hd122436+nqGhoZob2/nRz/6Ea+++ioAkUiExsZGnnzyyczjuru78Xq9rFmzhq985SvZWn5OSaVSeDwe3G73ZidIJpOJoqKizNdlWi21Ot28K53cWqnkRKWDYwUFBciyTCgUIhAIiLLKjdxzzz387Gc/IxgMAvDcc8/R0dFBMpnka1/7GrvtttuMr6GyspJLL72Ul19+mZ6enjHXePPNN/PnP/+ZnXbaCZfLxfDw2FlEiqLQ29tLMpmkqakp6yWe7pRbTJecBAmJyy+6nFf/8ip33nkn++67LwaDgTfffJO7776bo48+Oqvre/TRR8cM2j7xxBN0dHTgdDq5+OKLue6667jttttIJBKceeaZPPzwwzN2UUhkiAmTolKpKC0tZWhoiHB4ammgM62kpAS1Ws3AQH7XUG+8A1qzZg33338/MNLv4dZbb6W7u5v33nuP4uJirrrqKj755JNsLVUQBGFOGsyDrLDxpLPFBkW22KyIRqPcf//97Lnnnhx00EGZk+N0wCaRSNDW1sY3v/lNYGQ69t/+9jfuuOMOWlpa8Pv9GI1GvvOd76BSqTjxxBNZsWIFBoMBnU6X95nv00GWZdxuN+vXr2dwcBCHw8GiRYuwWCzAyHFTdXX1ZidNO5hMWFQq5ktouFijmXCp5GRsmjlWU1Mz7zPH+vv7Wbx4MRqNhj/+8Y+88cYbXHbZZbS2trJ27VquvPJKPv744xlfx5FHHsnhhx9OcXHxZrelUikuu+wybr31VnbeeWckSaKsrIzGxsYxn8vj8TA0NERVVdWYQc7LL7+cQw89lDPOOAO73U5tbS1/+ctfMrefdNJJnHLKKXznO9/BarWyaNEiXnvttcztDz30EEuXLsVqtVJbW8svfvGLzOfk8uXLAdh9992xWCxce+21xJU47nY3vz/291yy4BKu2PEKXrzxxUmVp4bcIc6rOA9PpyfzvUQ0wUUNF9HxfkemxPE/D/2Hq3a+igtqLuDpXz5NYCDAnUfcyc9rf85th9zGkPPLnoVnF57N6797nWuWX8OF9Rfyh5P/QGQoMmq7nz7/KVfvcjUX1l/Iwz95mFTiy/E7n7/6OTesuIEL6y7kxpU3su61dZnbHv7Jwzxx0ROZr1vfbuX6Pa7ngpoLuP+79xMLjf8e83R4ePiWh3nkkUc49NBDM5m0K1as4JFHHsnc7+WXX2b58uXY7Xa23357nn56/BLNjb300kvsuOOOWK1WysrKOP300yf0uK1pa2tjzz33RK/Xs//++9Pa2grADTfcwKGHHsrixYunZTtjEQExYdLsdjsGg4H+/v6c7GehVqspKytjaGiIUCiU7eVMC4fDwU033UR3d3fme/vssw9r1ozMUDriiCM48sgjs7U8QRCEOac7FuOtUIhoDu7nJiqqKLwVCtE9j05QZ0Nvby9/+9vfOPPMM/n2t7/Nf/7zHxKJBJ9//jkHHXQQn3zySSaAlQ7O1NTUsHbtWrRfDD647rrrOOecc1Cr1RQXF9PV1QVAaWkpjz/+OEcddRTXX389F198MUuWLMHpnL+Tw1KpFIODg6xfv56BgQEKCgpYuHAhFRUVaDQaysvLUalUVFZWjlkZoJUk9rBaMczxoJgE2NVqdrNYplQqORkqlQqbzTavg2Nut5tLL72UyspKnn32Wc4991wOOOAAfve733HjjTdyySWXoFars34usm7dOpxOJx9++CH19fVUV1dzyimnjDmQIhwOMzAwQFFR0RYHlL3wwgvsvffeeDwerr76an74wx9mLgIA/OUvf+G0007D7/dz4oknctJJJ2VuKyoq4oknnmBoaIinn36ae+65JxOoeffdd4GRErlQKMTFF19MaDjEHYffwYK9F3DFp1dw1j/P4sMnPuTdh9+d8GtgKbaw/QHb8+6jXz5mzbNrsJXbqF9Wn/ley5stXPDmBZz70rm8fvfrPHjygxxx7RFcs+Ea1Fo1L9380qjnff+x9znj72dw2UeXEfFHePKiJ0fdvvbltZz32nlc9M5FbHh9A+//daRf5GDbIPedcB8HnHcA17RewzfO+Qb3Hn/vqIBdWtgf5vfH/Z49T9mT69qvY/lxyzPPM5Z1r62jqLyIvfbaa9z7rFmzhqOPPppf/epXeL1e7r77bk488UTWrVs37mPSvve973H++ecTDAZpa2vjxBNP3OpjNnbqqadSXFzM17/+df75z39mvr/DDjvwxhtvEIlEeOWVV9hhhx1oaWnhr3/9KxdddNGktjFZIiAmTJokSVRUVBCJRHK2wZ7dbsdoNOZs0G4yZFmmpqaGs88+m7POOot4PI7T6eS5556jpqYGEI12BUEQplNbNMoHOZoFPRUfhMO0RaPZXsacMDQ0xMKFC7nvvvtobm7m4osvZrfddsNqtXLOOedw6aWX4nA4+Pzzz0c9bv369axcuZKBgYHMiWNpaSkul4vCwkK+8Y1vcM0115BIJLDb7fzf//0fu+22G//6178oKyvj61//ejZ+3KyKx+P09/ezbt06XC4XVquVBQsWUFVVlQksAhgMBpYsWTKqH82mDCoVe1os6CRpTgbFJMCiUrG7xYJmlsukJxoci0Qic+54taCggPfee4/dd9+d119/nb/85S/ssssuAFRVVSHLctYrVrxeLzCSEfT++++zevVq2tvbOeecc0bdL5lM0tXVhclkory8fIvP+dWvfpVVq1ahVqs58cQTicfjrF+/PnP7N7/5TVauXIlareb73/8+nZ2deDwjwZ6DDz6YhQsXIkkSO+20E8cee+yoDLJN/e/F/2Gym1h5+ko0Og2OagcrTl3BB49/MKnXYdcTduX9v7yf+R1895F3WX7c8lH32f9n+6M36ylfXE7V0ioadmugYkkFGr2GHQ/ZkZ6PRpej7nvmvtgqbJhsJg6++GA+ePyDUZlrB55/IAarAVuFjcX7Lc48/n9P/o+mPZr4yqFfQa1Rs9P/7UTjro18+PiHm6370xc+xVZuY4+T9kCtUbP0oKUs2GvBuD9nyBOiqLJo3NsB7r77bk466ST23XdfVCoVe+65J4cccgiPPfbYll9ERiqVWlpaGBwcxGw2s/vuu2/1MWl/+tOfaG9vp7e3N3NB6b333gO+/J3Zdddd6e3t5cILL+THP/4xt956K8888wwrV67k4IMPZu3atRPe3kSJHmLClJjNZmw2W+ZK3VhNTbNJkiQqKytpbW3F6/WO6ieRb9Klk2eeeSbvvPMOxx13HE8//TTHHnssBxxwAPDlFehwOIwkSVkbjSwIgpDvNkSjfBqJbP2OeWZNJEIKZqSUaj5JZydde+217LzzzqNuq6ioAGDhwoW8//77mfJIgE8++QS73U5DQwMvvvgiL730En//+9+pq6ujoqKCZDLJhRdeiFqtZnBwkGuuuYZPP/2Uvr4+fv7zn49b3jQXRSIR3G43gUAAtVpNUVERRUVFaDTjn7ZMpLeMWa1mL6uVN4NBYooyZ3qKSYBVpWIPqxVdlvs9pYNjNpsNWZYJBoMMDQ1leo6pVCrMZjMWiwWz2Yxer8/bYRHFxcUceeSRnHTSSZSWlrLffvux/fbbZ27/2c9+hlar5YgjjsjiKsmUFF900UWZksqLLrpo1JR6RVHo7u5GURRqamq2+m+yccAsfd6xcYbYxrebvxhsEQwGKSoq4oUXXuCKK65g/fr1JBIJYrEYBx988LjbGuwapH9t/6hG+Yqs4Kia3OTLxfstJhlP0vJWCyWNJbS+3coJd50w6j7WUmvm71qjFmvJ6K9jw6MzHh01X66hsKaQVDzFsPvL3mzWsi8frzPpMiWV/j4/hbWFo56rqL4If59/s3UHBgKjtpPeViI2djsES5EFd597zNvSOjo6ePXVV3nggQcy30smk1uc3Jv25JNPcs0117Bo0SLq6uq46KKLWLVq1VYfB4zKWjvuuON46qmnePzxx/na174GwNVXX83VV18NjATPamtrWbp0KTvuuCMff/wxH330ESeffDLvvPPOhLY3USIgJkxZeXk5GzZswOl0UllZme3lbMZoNGK323G5XNhsti0eSOU6WZZRqVTcc889DA8PZz6IYKR/gdls5p577mFgYICenh5OO+00Vq5cmd1FC4Ig5Jn2WGxOBsPSPo1E0EoS9fO0+fV0Wbx4MVdffTXbbbcdvb29fOc732HlypWZcr099tiD119/nVgshkajQa1Wo1arM20OdtllF55++mmam5vRaDQMDg5SVlaWubhos9loamrisMMOY/ny5ZkT2rlMURSGh4dxu92EQiG0Wi3l5eU4HI5pvehqUavZu6CAt4JBwrI8J4JidrWar1ssWQ+GbWrT4FgkEmF4eJhQKMTAwACKoqDRaDCbzZkgWa4Pw9p02utee+3FlVdeyeuvv85uu+2GyWQiEonwhz/8gf/+97+8/vrrwJfH8dmwaNEiDFu5EJJusl9fXz8q+3K6xeNxjjzySO68806+853voNfrOfvss0dN3900GFdUVUTNV2o456Vz2BYqlYrlxy3n3UffpbS5lMX7Lh4VAJsKX7cvU3Lp6/Gh1qkxF5uJ92y576i90k7bf9pGfc/b5aVp96bN7msrt+Hr9o3ebo8PS8nY+4WFKxbyt/P/xltvvcUee+wx5n1qamr46U9/yq9+9astrnMsX/3qV3n88ceRZZmnnnqKVatWsWLFCsrKyib9XOO9JzweD9dffz1vvPEG69evp6amBofDwde//nU++uijSW9nq+uY9mcU5g2tVktpaSler5dIjp5AlJeXoygKLpcr20vZJukPjPQVtcLCQt59912++93vcuONN3LSSSfxxhtvcOCBB/Kzn/2MlStXkkwms7xqQRCE/NETj/PRHCqTHM/qcJiePBwSkEsOO+ywTAnf8uXLueOOOzj33HMzt+++++60tLQgy/KoIFc6O6OoqCjTiDuVSlFSUsKDDz5I4osBCDqdjjPPPJN9990Xi8Uy58rMNqYoCn6/n9bW1sxkvurqahYuXEhxcfGMVCCYVCr2tlqnZQpjtpVpNDmRGbY16cyw0tJSGhsbWbJkCfX19djtduLxOH19faxfv55169bR29uL3+/PvB9yyWGHHcZDDz00qixuhx12YP369axduxZJktBoNOyyyy48//zzqNXqWQmGJZNJotEoyWQSWZaJRqPEv/icNxqNnHDCCVx//fX4fD78fj/XX389//d//weMZG4NDg5SWlo648H3WCxGNBqlqKgIvV7Pf//731GN3gHKysoyDdUBlh20jOBgkDfve5NENIGcknFucLLhzQ1b3FYimhj1R07J7Hr8rqz5xxr++9B/2fX4Xbf553n19lcJ9AcIB8I8d91zfPXIr07o33rnI3am9a1WPv7nx6SSKT76x0e0vtPKzkfuvNl9tztgOwL9Ad558B1SyRSfvvgpG94Y/2cvaSjhmJ8ew3HHHcezzz5LOBwmlUrx5ptvcsIJIxlxp556Kg888AD/+te/SKVSxGIx3nnnna2WI8bjcf70pz/h8/lQqVSZMvV00snKlSu5/PLLx3xsV1cX//73v4nFYiQSCR577DH+/ve/jzlx8rzzzuOSSy7B4XBQV1fH+vXr6e3t5aWXXqKpafOg4bbK35QZIScUFRXh8/no7++noaEh59KeNRoNpaWlDAwMUFhYuNUrJLkuFotxwgknUFtby9q1a9lvv/0yJRk77rgjAK+99hpFRUXsscceE54YIgiCMJ/5kkk+GGcE/Vz0wfAwZpUKRx5nTmfT0UcfzTHHHJM58Vm2bBkHHnggt99+OwC77bYb0WiUJ598Eo/Hw+mnn87nn3/O17/+dVKp1KggT/qEedPGxOkgmCRJOXdsNR1SqRQ+nw+Px0MikcBisVBfX4/ZbJ6Vn1evUrHCamV9NMq6L/rr5UvYUQJQFEqDQXapqJj1nmHTQaVSYbFYMgGYVCrF8PBwJoPM5xvJiNHr9aNKLLPZouX73/8+H374IevWrSMUCvGDH/wArVbLjjvuyDe+8Q1+8pOf8NBDD7FgwQJ23XUk2KIoyqxkhl199dVcccUVma+NRiMrVqzI9Oa65ZZb+MlPfkJDQwN6vZ7DDjuM3/zmN8TjcXp6ejjyyCO57LLLMgGTmWK1Wrnjjjv40Y9+RCgUYuXKlRxzzDGjhoZdddVVnHXWWfzwhz8cKRf/cSM/fvLHPP3Lp3nhhhdIRBMUNxSz7xn7jrud6FCU8yvPH/W9Y28/ll2P25XanWvp/7yf7Q7Ybpt/nmVHL+P2/7udoDPIon0WccR1EyuPLWks4fsPfp9nrnqGh057iKL6Ik7+48kU128+JdTsMPODh3/A4xc8zpOXPsmilYvY5ahdtjhl86yrz2K/7ffjl7/8JatWrcJsNrNkyRLOOussAHbeeWceffRRLr30UtauXYtKpWKnnXbixhtv3OraH3nkEc4++2zi8Ti1tbU88sgjmdZEXV1d42alhUIhzjrrLFpaWtBoNCxcuJDHHnuM3XbbbdT9XnvtNQYGBjIlveXl5fziF79gp512oqCgYFSZ53SRlLl82UmYFaFQiI6ODqqqqnA4JlfPPRtkWaalpQWtVkt9fX3eH1h2dHQgyzKFhYWjGsgqisKqVat47rnn+OUvf8lzzz3HhRdemOkzJgiCIGwupSi8OjQ0Z8qnJkJiJEtm34IC1Hm+T8wFTz/9NLfeeitPP/00//rXv7jtttt46aWX2H777amtreXZZ5/lqKOO4tBDD+V73/tetpebVclkEo/Hg9frJZVKZTLnstn7NPBFQHxoCyeYuaRYo2FHvZ7+9nbUajWNjY1ZK8ebKclkklAolAmQpbPFjEZjpsTSbDbP2s8dj8e56qqruPTSS3n99dc59dRTOeWUU/jpT3+K0WhEpVJxyy23YLPZ+P73v79ZaWUukmWZtrY2UqkUTU1NOdta5p+hf9KSaGG6uv49csYjmB1m/u+q/9um5zm78GzOe/08qneonpZ1Taf9TPuxVL90VrfZ2dnJd77znWnv7zUbREBMmBbd3d2EQiEWLlyYcw32YSQduLOzk5qami2OEc438XicVCqF0WjE7XazfPlyzjjjDM4991yef/55zjvvPNasWTPnDpQEQRCmy6fhMBtisa3fcQ5aoNezvcmU7WXknUQiwSeffMKbb77Jp59+yv/+9z8uv/xyDj74YN577z2CweBmvb8GBwcpKSnJixPlmRCLxXC73fj9fiRJwuFwUFRUlDM9o2RFyelsMYmRPjdLTSbqdTokSSIajdLW1obFYplQI/R8Fo/HM8Gx4eFhkskkkiRhMBgwGo0YDIbMn5k65k2lUiQSCQwGA//5z3/43ve+xze/+U1uvvlmPvvsM371q1/R1dXF008/PaHm5NmUbqIfCoVobGzM6Qqa96Pv83bk7WkJiLnb3dyw4gbO+9d5lDSVbNNz5XJA7FjrsZRqSrO9jLyRm6FgIe+kG+y7XK7MlKVcYrVasVqtDAwMYLVa50yA6J133kGSJPbee2+Ki4t59tlnOfHEE/n+97/PQQcdxNq1a/n000/ZYYcdsr1UQRCEnONNJudtMAxgQyxGpU4nSicnSavV8sILL/DZZ5+x3377ccEFF9DY2Igsy5lpWUCmpEWSJEpKSjJ/n0/C4TCDg4MEg8FMG4vCwsKcu3iqkiQWG41UaLWZbDGJ7AfG0mso0mj4qsmEaaPXzWAwUF1dTVdXFy6Xa0pNrfOFTqdDp9PhcDhQFIVYLMbw8DDhcJjh4WG8Xu+o+24aJNNoNNv83ksPx0ilUuy22278/e9/56STTuKoo47i/fff59prr8ViseR8MAxGmugPDQ1RW1ubE8GwaDTK4OAgZrOZgoKCUdlqZeqyaQmG/eWcv/Dh4x+y30/32+ZgWC5ToaJIXZTtZeQVkSEmTJvBwUGcTifNzc058eG6qVgsRktLCyUlJZSWzo2o+fPPP8/Pf/7zURM3jjzySE499VQOPPBAgM36lQiCIAjzs1RyU6J0UpgJsiwTDAbxeDyEw2H0ej3FxcXYbLa8uCCpKAquZJL2aJSBZDJrgTEJqNJqaTQYcKjV4wZ00sff1dXVo1ppzCeyLGcatkciEaLRKNFoNBOUVqvVm2WT6fX6KQfJkskkGo2G3t5eampquPbaa7nwwgun80eaMX6/n56eHsrKyjKB+mwLBAKj+ogZjUYKCgqwWq2ghbuH7s7i6vJLibqE4wqOy/Yy8ooIiAnTRpZlWltbUavVOdlgH2BgYACPx8OCBQtyJk1/W/3gBz+gqqqK888/nw0bNnDRRRfxwAMPUFlZme2lCYIg5Kz5XCq5KVE6OTWyLM/ZpveTpSgK0WgUn89HIBAglUphMpkoLi7GarXm7WvkGR6mV5bpTqVIzPApUzrwpgeajEbqdDr0EwggKopCb28vgUAgM5hAGHldEonEZkGydD8ySZLQ6/WbBcomehFZURROOeUUDAZDZqBGrpdEh8Nh2tvbsdlsVFVV5cxao9EoLS0tY96m1Wp5q+wtgkpwlleVf1So2E63HfuZ98v2UvKKCIgJ0yrdYD9Xr1KlUik2bNiAyWSitrY228vZJumdbiAQ4JhjjsFsNtPV1cWyZcv4zW9+g8FgyJkdnSAIQi7xJ5O8FhQH1xtbabViF6WTwiQlEgkCgQA+n49YLIZGo8Fut+NwONDr9dle3jZJZ9LodDqaFiygP5GgLRrFl0plMsa2JXts48eqGGmWr3O7KdNqqameXF8iWZbp7OwkGo3S2NiY96/9TEqlUpngWDpQFovFMpNdtVoter0erVab+aPX6zODHzY+tv7ss8/YbruRaYW5HgyLx+O0tbWh0+mor6+f9WxNRVFIpVIkk0ni8TjxeJxYLJb5k0qlxnxcYWEhqwtWT2tj/bksGw31850IiAnTrquri3A4zIIFC3KyVM/n89Hb20t9ff2ohrf5SJZlVCoVg4ODBAIBent7WbFiRbaXJQiCkNM+CIXoSSTEofUXJKBap2MXkVkiTEC6JNLv9xMMBpEkiYKCAux2OxaLJaeDAhOhKAoul4vBwUFgpHyrqakpc3tKUQimUvhTKfzJJN5UiuBGQbKtkRQFkyxTZjJhV6uxazRYVCpUkpTZ7uLFiyd9DJ1KpWhra0OWZRobG9FqtZN6/HyW7kuWDpIlEonMn2QyCZAJJGm12s1+xzcOhuViYGwmJ0qmA13p1yr9/03/nkwm2TjsoFKp0Ol06PV6dDpdZvJsmlarpba2FqPROK2N9ec60VB/8kRATJh28XicDRs2UFhYmJMN9hVFoa2tDUVRaGpqyrmd1nTIxZ2xIAhCLojLMs8FAuKwehMScLDNhi4PejwJs2+skkij0YjD4cBms+XkBdCpSKVS9PT0ENwog3TTgNiYj/siSDYsy8iKQuqL70mMNOxXA2pJwqJWE+jvJxaN0tzcvNnzJBIJ1q1bR0VFBUVFk2+Mnc4C0mg0NDQ0zJl/l2ySZXlUcMdsNqMep6eboijE43G6urpQqVSjssy0Wi0qlWrMP+nS65k4dp/KRMl0eGCswNZYf9+UWq1Gq9Wi0WjQaDSb/T399cY/b1dXF0NDQwDY7XYqKioyv7+9iV7+FvrbdLwcc5oGDafZT0Mtiff9ZIjceGHa6XQ6SktLcTqdOByOnGuwL0kSFRUVtLW14fV6p3TAketEMEwQBGFsnfG4CIaNQWHktVmQY/tsIbuSySR+v39USaTD4cBut+fc8d22SiQSdHR0ENukt2C6MfuWqCUJu0aDfSLbMRoZCgQyWf4b02q1WK1WfD4fhYWFkz6e0+l01NXV0d7eTnd3N3V1deKYcBulM5m21ntYUZRM4Nhms2UyzEKhEIlEYkK/R2MFysYLoG38dXrbiqIgy/Kor8PhMNFoFKPRiNPp3Oz2jb/e+O9j2TioZTAYsFgsmwW8NBrNlMoxTSYToVCIysrKzdrulCglGJIGopropJ93vpCQWKJfIoJhUyACYsKMKCoqwufz0dfXl5MN9k0mE3a7HZfLhc1mm9bUYUEQBCE3KYpCW1QcUI+nLRqleRsmrwlzw1glkVarlfLy8jlREjme4eHhzYJhMLGA2GQYjcZMiV66L9XGCgsL6ezsJBKJYJrCsAuj0UhtbS0dHR309fVRWVk5Z//Nckk6w8tms212WzrYlEqlMkEnWZY3+7Ol7yeTyXHvD2yWaaZSqZBlmUQigVarzWRbqdXqMe871t83zfSayd+joqIiCgsLxwymDQ0NUTNcwwbbhhnbfr5TUNhRv2O2l5GXRBRAmBEqlYrKyko6OjoyV7lyTXl5OUNDQzidTqqqqrK9HEEQBGGGuZJJIqJTxLgiioIrmaRM9B6ad9KZLX6/H7/fnymJrKiomDcXDu12OzqdDpfLRSgUynx/ugNi6Yb36aydTVksFrRaLT6fb0oBsfRzVFVV0dvbi1arpbRU9BTKpnRwaSZKWMdrk5KeKGm323NqouR4tlQy6vf7WahbSBttpBi7+f58JiFRri6nWF2c7aXkpbm/dxOyxmKxYLfbGRgYwGq15lxzT41GQ1lZGf39/djtdjGmWhAEYY5ri0a3aSrcXCcB7dGoCIjNI7FYLJMNFo1G53RJ5ESYTKZMNo3NZsPn8017IEGtVqPX64lEIjgcjs1ulyQJh8OB2+2mvLx8ykEUh8NBIpHA5XKh1WrH3JaQ/8b6/UwkEnR1dWEwGPI+QzA9EbS2tJZF6kWsja8VzfU3oaDwFcNXsr2MvCUCYsKMKi8vJxQK0dfXR21tbc59IBcWFmamMzY3N8/6CGJBEARhdkRlGecYzX+FLynAQDJJVJYxiP3hnCTLMuFwmGAwSDAYJB6PZ0oiy8rK5nRJ5EQkEgn8fj+lpaWUlJRQVlY2avLddDEYDES3UL7tcDhwuVwEAoFtqrIoKSkhkUjQ29uLRqPBarVO+bmE/CDLMp2dnUiSRF1dXd6f2/j9flQqFRaLhR3lHfks/lm2l5RzDJKBZu3mQzqEiREBMWFGaTQaKioq6O7uZmhoaMy6+mySJInKykpaW1sZHBykrKws20sSBEEQZoBXBMMmzJtMUrmVBtJC/kgmk5kAWCgUQpblTHAk3Rcs30+ap4vX60WSpEwQaqbK3AwGA8FgcNxyt3Rzfa/Xu00BsfRxbjKZpLu7m4aGhjHLNIW5QVEUenp6iMViNDY25n2ps6IoBAIBbDYbKpWKMlUZpepSBlODIkvsCxISO+h3EM30t4HY+wkzzmazUVBQQF9f35ijebPNYDBQUlLC4ODgFq/WCYIgCPnLn0oxf/NeJk5i5LUS8peiKEQiEVwuF62trXz++ef09vaSSCQoLi6mqamJRYsWUVVVRUFBgQiGfSGVSuHxeHA4HDMSBNuY0WhElmXi8fi49yksLCQajRIOh7dpW5IkUV1djV6vp7Ozc4vbFPKb0+kcaUBfUzMnAp/hcJhEIjFq6uRXDV8VwbCNpANiwtSJPaAwKyoqKgDo7+/P8krGVlxcjF6vp7e3d9xRw4IgCEL+8iWT4hB6AhTAn4MXr4Qtk2WZoaEhent7WbduHa2trbjdbrRaLVVVVSxevJimpiZKS0sxGo3zuixyPB6PB0VRKC6e+cbU6f5skUhk3PtYLBZ0Oh0ej2ebt6dWq6mrq0OSJDo7O3PyArWwbdxud6bvXEFBQbaXMy38fj9arXbUcImF2oXUaeqQxCUuAPYw7oFVJUqht4UIiAmzQqvVUl5eTiAQIBgMZns5m1GpVFRVVRGJRKblwEMQBEHIHYqiiKynSfClUuLiUB6Ix+N4PB46OjpYu3YtXV1dDA8PY7PZqK+vZ/HixdTW1uJwOPK+dGqmpVIp3G43hYWFszIESqPRoNVqt1iZkC7dDAQCJBKJadlmfX09qVSKjo6OGemNJmSH3+9nYGCA4uLiWQnozoZ0kN9ms40K4EuSxDfM30Azzzs/pSdL7qTfKdtLyXsiICbMGrvdjsViobe3Nyd3wiaTicLCQpxOp0gnFwRBmEMiikJCBHgmLKEoRMTrlXMURSEcDuN0OmlpaWH9+vX09/ejKAplZWUsWLCABQsWUFFRIfqCTdJsZoelGQyGLWaIwUhzfZVKhdfrnZZt6vV66uvrSSQSdHZ2IsvytDyvkD3BYJCenh7sdvuc6oUcCoVIpVKjyiXTLCoLK0wrZn9ROURC4gDzAagk8Tm/rcQrKMyadGNPWZZxOp3ZXs6YysrK0Gg09PX1iavjgiAIc4QoAZw88ZplXzKZZGhoiIGBAdrb21m7di1tbW14vV4MBgM1NTUsWbKEhoaGTOsHUQo5eRv3DpuN7LA0o9FINBrd4vGmWq3Gbrfj9XqnLXhlMBioq6sjGo2KoFiei0QidHd3Y7FYqKqqmlPvf5/Ph8FgyJQXb2o73XbzunRyD+MeONSObC9jThABMWFW6XQ6ysrK8Hq9DA8PZ3s5m1Gr1VRWVhIKhfD7/dlejiAIgjANptpQv7+9nSuPPpoTGhr4wfbb8+Rvfzvp53jv+ee55Fvf4tjaWk5sauL8b3yD5x94AABXVxdHFBZybE0Nx9XW8t3mZn5x2GG8+sgj454k/+aUUziisJD2jz+ewk80MaKx/uxLN8L3eDx0d3ezbt06Pv/8c7q6uvD7/ahUKkpKSmhsbGTx4sVUV1djs9lmvPn7fJAONs12qZnBYCCVSm21HLKoqIhUKkUgEJi2bZtMJmprawmHw3R3d4uLwHkoFovR0dGBXq+ntrZ2TgXD4vE4wWBwixNW52vppCiVnH7z6zdIyAnpfgi9vb00NzfnXEq/1WrFZrMxMDCA1WoVfTcEQRDyXGQKGRCpVIrrjjuO5d/6Fhc/8gjOjg4uP/JIiior2fuooyb0HM/ffz8PX301P7juOr528MGYrFbaPvqIR3/1Kw76/vcz97v3k08w22zEIhE+fuMNfn/BBXz+7rv8+JZbRj3f+y++iH9wcIvbdHV1cemhh3LPRx9N+mfeWFRkjcyoRCJBOBwmEolk/q8oCpIkYTAYKCgowGg0YjKZ0Gq1c+pkN5fIsozb7cZut6PT6WZ12+kpgJFIZIvb1uv1WCwWPB4Pdrt92n4XLBYLtbW1dHZ20tPTQ3V1tfg9yxOJRIKOjo7MsIRcO5faVj6fD5VKhc1m2+L9LCoLK00reSn80iytLPtUqESp5DQTr6Qw6yRJoqqqikQigcvlyvZyxpTrUzEFQRCEiZOVyQ9p79uwgd6WFo654AI0Wi1VCxbwjRNO4MUHH5zQ4yPBIH+8/HJ+8KtfsfKYYzAXFCBJEk077cSlf/7zmI/RG40sO+AAzrn7bl7+05/o/vzzUc93/yWXcNpNN03yJ5k8BUiJjJFpI8sy4XAYt9tNV1cX69atY926dXR3dxMIBNBoNJSVldHY2MiSJUtoamqioqIiE6QRQYqZ4/V6SaVSlJSUzPq2tVotWq2WcDi81fsWFRURjUa32nNssqxWKzU1NQQCAdEuJE+kUik6OztRFIX6+vo5d+FeURR8Ph92u31CGbDb6bdjF/0us7Cy7JOQOMRyiCiVnGZz6x0k5A29Xk9paSlOpxObzZa5SpYrNBoN5eXl9Pb2YrfbsVrFOFtBEIR8NZXiv0xfnY1OEGVZpvPTTyf0+HXvvUcsEmGPww+f9LYX77orheXlfPr229QsXgzAn666ipWrVlHZ1DTp55sKUTA5NbIsk0gkiEQimeyvdJ8oSZIwGo2Z45509peQHensMIfDMevZYWkmk2lCATGLxYJOp8PtdlNbWzuta7DZbMiyTG9vL2q1mrKyMhGEzVGyLNPV1UU8HqexsTFrv7czKRgMkkwmcTgmHvTZw7gHMSXGJ/FPZnBl2XeQ+SDqtfXZXsacIwJiQtYUFxcTCATo6emhqakp59J97XZ75opZc3Oz6NMhCIKQp6aS7VS1YAGltbU8et11HHvRRfS3tfHKww8TDgYn9PiAx0NBURHaKZ6wFFZUEPT5APj8v//lkzff5KbXXpvSc02FyBAbn6IoxOPxzJ9YLJb5/8b9oHQ6HUajEbvdjslkwmAwiEBDDvF6vSSTyVnvHbYxk8nE0NAQsixv8ThYkiSKioro7+8nkUhMeyDV4XAgyzL9/f2oVCpKS0un9fmFbacoCj09PYTDYerr68dtNp/vvF4vRqNxUskSkiSxj2kfEkqCdYl1M7i67NnPtB8LdQuzvYw5SQTEhKxJl062trbidrtzbuebnoq5YcMGXC5XpoxSEARByC9TCUFotFoueugh7r/kEn6w/fYUVVay73HHTbhksqCwkCGPh0Q8PqWgmLe/H6vDQSIe585zzuG0m24a93kev+UWnvii35giy0SHhzm+vj5z+6k33jjhvmdpuXWJavYpikIikRg36JUuLZMkCZ1Oh06nw2azZf5uMBjmXCnTXLJx7zC9Xp+1dRiNRhRFIRqNYjKZtnhfu92O0+nE6/VSVlY27WtJN+93uVyoVKqsBgqF0RRFob+/n6GhIWprazGbzdle0oyIxWKEQiGqqqom/ViVNNJbSxvWzqlMMQmJA0wHsFi/ONtLmbPEnlrIKqPRSElJCS6XC6vVmnOlk+mpmAMDA9hstq0erAiCIAi5Rz3FrJzaJUu4/IknMl//8fLL2X733Sf02MXLl6M3Gnn7739nxdFHT2q7n7/7Lt6BAbbffXd8AwP0rl/Pr048cdR9fnHYYRx93nn8309+wrfPPptvn302MH1N9af6muUTRVFIJpOjAl4b/33jfkrpQJfVakWn06HX69HpdKLhfZ7y+Xwkk8ms9A7bWDprMBwOb/UYU61W43A48Hq9lJSUzEhlRUlJCbIsMzAwgEql2uKUP2H2uN1uvF4vlZWVFBQUZHs5M2aizfQ3pSgKoVAIt9tNWbgMTZ2G1YnVM7PIWSJ98d+3zN+iUdeY7eXMaSIgJmRdSUkJwWCQ7u7unJw6WVRUlJmKmYulnYIgCMKWqSUJCSbdWL/j008pr69HrdXy/gsv8MrDD3PFU09N6LFGq5XvXn459154IQBfO/BAjFYrHZ98wqPXXcfFjzyy2WPi0ejIlMmf/5xvnHgiNYsXk0qluHuT4NYpO+zAeffdx6KvfW2SP9HEqfIsyKMoCrIsk0qlSCaTpFKpzJ+Nv9707xsHvbRaLTqdDrPZjMPhyAS9RGP7uUWWZQYHB7HZbFnNDgNQqVQYjcYJ9RGDkUntHo+HQCAwqR5LEyVJEmVlZciyTF9fX2abQvb4fD6cTiclJSVz+t9ClmV8Ph8Oh2NC51qKohAOh/H7/QQCgS/7fgJ7GPbAoXXw7/C/kZGZ/Fid7JKQsKgsHGQ+iEpNZbaXM+eJgJiQdSqVipqaGlpaWhgYGKCyMrfe+OnSyVwt7RQEQRC2bKodIN966imev/9+ErEY9dtvz4V/+hP122+fuf3Ko49mu69/naPOPXfMxx908skUVlTw1G238btzz0Wj01He0MD+J5ww6n4/XLoUSZLQ6HTULlnC0T/7Gfsed9zI2tVqiscoH7GVlGCcoYEvkqIQC4fpHxpCpVJl/kiShFqtRpKkUd/f9ORl00l12/L1eIGusYJeY/4sX6xZo9GgVqtRq9XodLrM1+mAl06nExe85gm/308ymcyZ4zmTyYTf788MXtgSvV6P1WrF4/Fgt9tnJFArSVKmTUh68mRRUdG0b0fYuqGhIXp7e3E4HDnz+zpThoaGSKVSEwr0KopCS0sLsVhss9usVisajYYdNTtSp6njxfCL9CX7ZmLJ005CQkFhR/2O7GHcA60khq7MBkkR83WFHOHxeOjv76e2tjYn04GdTidut5umpqY528hSEARhLmqJRvkkEsn2MvKHolARDlMYiSDLcuZPtg8ZVSrVZsGt8f6e/lqSJJHdJWTIssyGDRswmUzU1NRkeznASCCgq6uLhQsXTmhqYCgUoqOjg4aGhhntJaUoCgMDA3g8HioqKkRQbJaFQiE6OzuxWq3U1NTM+c+xtrY2ABobJ1Ye2N3dTSAQ2Oz71dXV2O32zNeKorAmtoY3Im/kdLZYOivsANMBVGurs72ceUVkiOULWYYhN3h6R/74XZCIQSoJqcTIWHi1BtRa0OjA6oCiKiiqBEcFaHI/wlxYWEgoFKK3txeTyZRzzWhLSkoyUycbGhrm/I5JEARhrrCLKcGTI0k0l5dTtMl+OJ2ttWmQbONSlS+fQhrz71P5Oh3gEvtdYVv5/X4SiUTWe4dtLN07LBKJTCggZjab0ev1eDyeGQ2ISZJEeXk5AP39/SiKIhrtz5J0MMxsNlNdXT3nP/ui0SjhcJjq6okHgqqrq0kkEpuVG1s3yZyWJImvGL5CvbY+J7PFRFZY9uVWxEH40nAABtpGgl+DPeDrHwl+AUgqUDY/+BzF1QktH35xfwkKiqGkZiRIVloPheUzuvypSE+d3LBhA729vdTW1ubUDkClUlFVVUV7ezter1dcKRMEQcgT9hy7wJIPbGMEEdPlh2oRYBTykKIoDA4OUlBQkFOZ/hqNBq1WSzgcnlAzcUmSKCwspL+/n3g8PqEg2lSlg2KSJDEwMICiKDkVTJyLhoeHM8Gw2traeVHK7fP5UKvVk6oQCgaDhMNhtFotiUQCAIvFMu7+yaa2cZTlKD6Nf8p70fcYkocywahsSG+7QlPB1w1fF1lhWSSOEHOJoowEwT7/D3StBZSxg19bC4Zteh9FgcAgDHm+DJIVVsKSr0P9DjmVPabRaKiqqqKrqysng05ms5nCwkIGBgYwm805dUAlCIIgjE0jSZhVKobHyGQSNmdWqdDk0AUpQZgOPp+PRCJBbW1ttpeyGZPJNOHG+gAOhwOn04nX681kcc2UdKN9SZJwOp0AIig2Q8LhMJ2dnZhMpnkTDEs30y8sLJzwzxsIBOju7qagoIDq6mr6+/vx+XxbDShLksRS/VK2121PV7KLNbE1tCXaZj0wpkHD9vrt2UG/A0Xq3DrXnY9EQCwXxCPQ8j/4/B0IekeCYOk35USCXxO18XN5++Gtx+HdZ2Dh12DhcijIjTdkQUFBJuhksViyPgFoU+Xl5YRCIXp6emhsbJwXOytBEIR859BoCMfjOdo9JHdIQKHIqBPmGFmWcblc2Gw2jEZjtpezGZPJlJmUN5HjSpVKhcPhwOfzUVpaOuPHopsGxRRFmfNN3mdbOBymo6MDg8FAXV3dvDm/SP/eT3Rq6sbBsHRvtcrKSmw224RLiCVJok5bR522jqAc5OPox3wc/5ioEkWFCpnpvXiWDrgVqgrZybATi3SL0Ekzl9kpTI444smmIQ98/Dq0rQY59eX3pzMINq4vTgkSMfjsLfj0Tahohh32hoqmWdj+lpWXlzM8PEx3d3fOBZ3SUzFbW1txuVwzfmVOEARB2HZ2tZqebC8iDyiInmvC3ON2u0mlUpSVlWV7KWPauI/YRE/qi4qK8Hg8+Hy+WauoSAfBXC5XJiiWS+1N8lUkEpmXwTAAr9c74QSIdDDMZrON6q0mSRIWi2VqCxiGgs4CDi05lGHHMH3JPgaSAwymBkkxcn4+mSDZxtlmBslAmbqMMk0Zddo6KtQV4v2Sg0RALBsUGdb+Bz54fqSccVYCYFtazxfBsYFW6G+B5l3ga98EXfbKAVUqFdXV1TkbdDIajZSVleF0OrFarTPa1FQQBEHYdiLIM3Gi55owlySTSdxuN4WFhTPab2tbGAwGJEkiHA5P+JhSp9Nhs9kyP9tsnWing2DpTLF05pgwNelgmF6vp66ubl71aIxEIkQikQlNfPX7/fT09GwWDNsW6QAbAClYoFvAAt0CAGRFxi/7cSVdOFNOnEknATlAihQpJUWKFBISatSoJTUaNBSpiyjTlFGmLqNUU4pZMov3Rh4QRzyzbcgDb/4NBruyvZLNpQNjrR9C7zrY4yioWpC15eR60Km4uJhgMEhPTw/Nzc3zagcmCIKQbxwaDRpJIqmIoskt0UqSCB4Kc8rg4CCQ232vJEnCZDIRiUQm9biSkhJaWlrw+/0TLjmbDiUlJZlG+4AIik1RNBqlo6MDrVZLfX39vDuX8Pl8aDSarTbT93g89Pf3Y7fbqaqqmpbftfRzpimbHBuoJBWF6kIK1YUsZvE2b0/IXfMnHzPbFBk+exv+fiu4c7xoQ1EgMgwv/wHeegLi0awtpbi4GJPJRE9PD6lUausPmEWSJFFdXU0qlRr1gSoIgiDkHrUk0aDTIU7ZxicB9TodanFiK8wR8Xgcr9dLcXExmhzPfDQajYTD4c1OzLfEYDBgtVpxu92Tetx0KC4upqKiArfbTV9f36xvP99Fo1Ha29vnbTAslUplArnjBbgURWFgYID+/n6KioqmJRimKApOp3Ozc7dkMrlNzyvkLxEQmw1DHnjuHnjv2ZFeYdkukZyQjbLFnroZejdkZRUbB536+vqysoYt0el0VFRU4Pf7CQQC2V6OIAiCsAX1er1oqr8FCiOvkSDMFU6nE7VaTXFxcbaXslUmk4lkMkkikZjU40pKSojFYgwNDc3QysaXDlL4fD66u7uRxSTfCYnFYnR0dKDRaKivr8/5YO1M2FozfVmW6enpwe12U15eTkXF9PTf8vl8mazRjU32fSfMHSIgNtPcPfDMneDuzfZKpmbjbLH172VlCTqdjsrKSgKBAH6/Pytr2BK73U5BQQF9fX3iw1QQBCGHmdVqSjUakSU2Bgko1Wgwz7MsBWHuikQiBAKBWZnCOB3SjfXD4fCkH2c2mxkcHMxKlpbD4aC2tpZgMEhHR0fOVXRMl+k6xo/FYrS3t6NWq2loaJiXwTBFUfB6vVit1jH7+qVSKTo7OxkaGqKmpmZaA9oWi2XMEk2RITZ/5f7eIZ8NtMHz90IylidZYeP5Yuf6zlPwyb+zsgK73Y7NZqOvr494PJ6VNYwnPe5XkiR6enpEyrggCEIOazQYRJbYGBRGXhtBmCucTic6nW5We2ttC41Gg06nm3RADEayxKLRKKFQaAZWtnUFBQXU19dnygDnYnDh17/+NSeddNKY2UUTFY/H6ejoQKVSzdvMMBgJVkejUQoLCze7LZFI0N7eTiQSob6+HpvNNq3b1ul01NbWZga2abVagDkbyBW2TgTEZkrvenjpAZCTXzarnws+eAH+93JWNl1ZWYlGo6GrqyvnUrI1Gg3V1dUMDw/j8XiyvRxBEARhHGUaDQbRI2szRkmibJ6enAlzTygUIhQK5V2zd5PJNKWAmNlsxmg0blOwZluZzWYaGxtJJpO0tbXl3AXsbREOhznllFPYsGEDy5cvx+fzTfo54vE47e3tSJJEQ0NDJhAzH3m9XrRaLRaLZdT3o9EobW1tJJNJGhsbZ3Sg2tDQEBaLhYULF9LY2DihSZfC3CQCYjPB2QGvPgSyPLeCYWlr/pWVTDG1Wk1NTQ2xWCwnm9hbLBaKiopwOp1Eo9kbRCAIgiCMT5IkkQk1hkaDIa8CB4IwnnQjbqPRuNXpdbnGZDIRjUYnfeFXkiRKSkoIh8MMDw/P0Oq2zmAw0NjYCEBbW9ukp2bmIkVRMJlMlJSUkEql+PGPfzzprKV0MAygvr5+XgfDUqkUgUBgs2b6w8PDtLW1oVKpaGpqwjCD++loNEo4HM6swWQy5d1nhTB9REBsunl64eUH87xEcgI+eAHWvzvrmzUajVRUVODz+aZ0dWamlZWVodPp6OnpybksNkEQBGFEg16PXgR/MvSSJJrpC3NGIBAgGo1SXl6ed0HedB+xqQSSrFYrer0et9s93cuaFJ1OR2NjIxqNhvb29qwG6KbT6aefTnFxMT/84Q8zPelisRiffvrpFh+XznpKZ4aN1TNrPvH7/SiKMqqUORAI0NHRgdFopLGxccYDhj6fD41GI4JgAiACYtMrEoQXH4BUYm5mhm3qnb9nZfqkw+HAbrfT19eXc5lYKpWK6upqYrEYLpcr28sRBEEQxqCVJL46g6UY+earZjPaPAscCMJYZFnG6XRitVpntNxqpuj1elQq1ZTKJiVJori4mGAwmPXMLI1GQ0NDA0ajkY6OjqxMwJwukiTx/PPP8/LLL3P55ZdnAjnXX389J5xwAieccAKrVq3C6/Vu9th0ZpharaaxsXHeB8MURcHj8VBQUJAJenk8Hrq7uykoKKCurg71DA92SaVS+Hw+7HZ73gXMhZkhAmLTRVFGms4novMjGAaABG/9DeKzG5RKN7HX6XR0dXXlXBNEo9FIWVkZbrc7a81NBUEQhC0r02qp1enm/cTJOp2OsnlcviPMLT6fj0QiQVlZWbaXMiWSJGE0GqcUEIORIVRarTbrWWIw0uqkrq4Oq9VKV1fXmAGjXLZxZtsFF1zAqaeeyrJlywD461//yvXXX89Pf/pT3nvvPYqLi7nqqqs2ew6dTkd9ff28nSa5qWAwSDwep7i4OFPa3N/fT3FxMdXV1bMyDdbv9yPL8pgN/YX5SQTEpkv7Guj+fB4FwwAUiA7De/+c9S2rVCpqa2tJJpP09vbm3GTHoqIizGYzPT09ORewEwRBEEbsYDKhm8dXiPWSxNIvSrQEId+lUilcLhd2u31G+w/NtHRj/akc26azxAKBALFYbAZWNzkqlYqamhoKCwvp6+vD5XLl3DH7eP7xj3+wyy67sPfee7NkyRLOPvtsAFpbW7n55pu5/vrr2XPPPdFoNJxwwgl0dHQQi8U2+/kMBoMIhn3B7XZjMpkwGAz09PTgdrspLy+ftfLmjTPU5nu2nvAlERCbDpEg/Ofv2V5FdigKtHwwMlVzlun1eqqqqhgaGsq5q06SJFFVVYUsy/T19WV7OYIgCMIY5nvppCiVFOYSt9uNLMt5mx2WZjKZSKVSU57S6HA40Gg0OZElBiPHxBUVFZSWluJyuejt7c2LPrvf+c53uOqqq+jp6cHv92cucN900004HA5OOeWUzH3vvPNObDYber0+E9gJBAIAoizvC+FwmHA4TGFhIZ2dnQwNDVFTU0NxcfGsrSEUChGPxykqKpq1bQq5TwTEtlW6VDKZyPZKskiCtx6f9dJJAJvNRlFREQMDA1NOL58pOp2OyspKAoEAfr8/28sRBEEQxjBfSydFqaQwlyQSCdxuN0VFRXk/wS/dWH+qx7UqlYqioiL8fv+Ug2rTTZIkSktLqa6uzjRQTyaT2V7WFimKwje/+U02bNiAzWbj8ssvJxgM8sorr3Dddddl7vfcc8/R0tKSySADePrpp7nqqqv44x//mIWV5ya3241Wq2VwcJBIJEJ9ff2kp3VuK4/Hg8FgyLzHBAFEQGzbZUolc/9Kx8zJXukkQHl5OUajke7u7pzbudrtdmw2G319fTlzUCIIgiCMtoPJhEmlmhdBMQmwqFSiVFKYU5xOJyqVipKSkmwvZZup1Wr0ev02TWcsLCxEpVLh8XimcWXbzm6309DQQCwWo62tLSfKOscjSRKpVAq1Ws1jjz3G1VdfjdVqZdmyZZleV6FQiMsuu4xvf/vbbL/99gC8+uqrXHbZZaxYsYI999yTtrY23n777Wz+KFkXi8UYGhpClmVSqRSNjY2zPvQiFosRCoUoKioSWXvCKCIgti2i4flbKrmpdOlkf+usb1qSJGpqapBlmZ6enpzrTVBZWYlarZ702vr7+7n//vt57LHHZnB1giAIglaS2NNqRS9JczsopihoFYXdLRZRKinMGeFwGL/fT1lZ2YxPqJstFouF4eHhKR/TqtVqCgsL8Xq9OXex2GQy0dTUhCRJtLa25vQAKrVanfk3SAfBamtrOf744/nVr37FwQcfTGNjI+effz6xWIw777yTe+65h6uuuopdd92Vu+66i1WrVvHzn/+co446at5WjAwMDAAj00ebmpqy0uPP4/GgVqtnPStNyH0iILYtWj6AhMj6yZAk+Pj1rGxaq9VSU1NDKBRicHAwK2sYj1qtprq6mnA4POG1BQIBmpqaeP3117nnnnv42c9+NsOrFARBmN+MKhV7Wq1o52hQTAI0QIXTibu3Vwx8EeYERVHo6+vDYDDgcDiyvZxpY7FYSCQS21RdkM6EybUsMRhpK9LY2IjJZKKjoyPnegFvLJ1NlA6IXXfddVx//fX4fD7OPfdc/vKXvwDw3e9+l7a2Nn784x9z6KGH8q9//Yuuri7uv/9+3njjDUpLS7niiiuy9nNki9frJRgMotVqaWxszEpJcyqVwu/3ZzInBWFjYuTFVCkyrH0HyK1spKxSlJEMsSEPFMx+s0KLxZJp2GkymbBYLLO+hvGYzWZKSkomdJXO4/HQ09PDIYccwoMPPogsy+y///7ccccd/OQnP5mF1QqCIMxPFrWaPa1W3gwGSSjKnNnDS3yRBVdQABoNPT09tLW1UVdXJyZtCXnN5/MRjUZpbGycU2VQ6R5HoVAIvV4/pefQaDQ4HA48Hg/FxcU5lz2nVqupq6ujv7+fvr4+YrHYrE0bnKp0tthBBx3EgQceiCRJ/Otf/+Jf//oXarWaG2+8MXPfzs5OtFotO+64IwBHHHEEL7zwAqlUCkmS5kVgxuPx0N/fD0BDQ0PWfgd9Ph+yLFNYWJiV7Qu5be6/E2dK7wYIB7K9itwjSbDu3axtvqSkBIvFQnd3N4lEbg06KC0tpbKycov3+etf/8q+++7L73//e1588UXuvPNOVCoVe+yxR2Z6kiAIgjBzCtRqVlitGOZIppgEGFQqVlitFKjVFBQU0NjYiCzLtLa2blOfIkHIpmQyidPpxG63z7km2Wq1GpPJtM3vz+LiYhRFyZmJk5tKT6CsqKjA4/HQ1dWV09mrkiRlAnaSJPHee+/xk5/8hEWLFnH77bcDZM4/dtllF3p6elizZg0ff/wx9913H62trajValQqFS6Xi/feey9rP8tMUhSF/v5++vv7kSQJh8ORtYsviqLg8Xiw2Wx5P3BDmBmSkmsNl/LFyw9C34aRrChhNK0eVl0Emux86CSTSVpaWtBqtTQ0NOTUFRhFUca98uVyuViyZAlXX301p59+Op9++ilf+9rXWLVqFX/84x959913WbZsGcPDw7PeiFIQBGG+icgybweDBPP8QoRVpWIPqxXDJvvCZDJJd3c3w8PDVFZWiivnQt7p6+vD7/ezYMGCOXmi63K5cLvdLFmyZJuypgYGBvB6vSxcuBCNJneLg4LBIN3d3eh0Ourq6vLm3/Tzzz9n8eLFY972xz/+kbfeeguPx8OTTz7Jxx9/zHbbbccZZ5zB2rVrcbvdLFq0iHvuuQe73T67C58hiUSCnp4ehoeHKSgoYGhoiIULF2YtIDY0NERXV1emRFcQNpU7kYJ8EvJB73oRDBtPIgYdH2dt8xqNhtraWqLRKH19fTnVZH9LBzTRaJTly5dz+umnA7D99tuzatUqfvKTnzA8PMwnn3zC8ccfz9FHH83VV189W0sWBEGYl4wqFbsbDNR9UeKRT9li6bU26/WsLCjYLBgGI/vK+vp6CgsL6evry7n9pSBsSSQSwev1UlpamjeBk8myWCzIskwkEtmm5ykuLgbIuR67m7JarTQ2NpJKpWhtbSUcDmd7SROyaNGiUV/ffPPNHH744cBIX7Hzzz+ft956i1/+8pcsWLCAG2+8kXfeeYd77rmHjz76CJ1Ox1133ZWFlU+/4eFhWltbicVi1NfXE41GKSgoyGppvsfjwWg0imCYMC4REJuKde+OlAYK45BgbXbHC5tMJqqqqvD7/TnZTHQstbW12Gw2Tj75ZAD+9Kc/8cYbb1BdXc2ZZ57JhRdeyHHHHcdll13GU089NapPgSAIgjB9otEo3d3dtG7YgL6nh72sVow5lG28NUaVir2tVpaaTKi3cLwiSRKVlZVUVlbi9Xrp6OjIuYl0grCpdDmWXq+nqGj2e9bOFqPRiEql2uYpjBqNhuLiYrxe7zY16Z8NBoMh03i9vb09p5rtj3fBYNOL3WeddRbV1dUsXbqU4447jjPPPJOVK1dy2WWXZfqNXXHFFTQ1NQFwwAEHMDg4mNcXJBRFYXBwkPb2dvR6PU1NTaRSKeLxeCYgmw3RaJTh4eE5/TkhbLvczZvNVbIM698T2WFbpIC3Hzx9ULTlnlkzyW63E41GGRgYQKfTUVBQkLW1bE26lPLPf/4zRx11FN/85jdZvXo1v/vd77j00kt55ZVXWLt2bWaC0tVXX83bb2c36CgIgjCXKIpCKBTC7XaP6ttjMpko0mjYr6CAtZEILbEYErk3Uie9pma9niVG4xYDYZsqLCxEr9fT1dVFa2srdXV1GAyGGVurIGwLv99POBymvr4+pxuwbytJkjCbzdPS56+oqAiPx8Pg4CBVVVXTsLqZk255km62H4lEqKioyGoLlHA4TCwWw+FwbLH9iaIoqNVqbr/9dt58800GBwfZaaedKCkpAUZKKBcuXMghhxySeczvf/979thjj7z9XU6lUvT09BAMBikuLqasrAwAt9uNyWTKamaWx+NBo9Hk9DmgkH0iIDZZgUGIb1vq8vwggaszqwExgLKyMmKxGD09PTQ2NubsAb4kSciyjEql4m9/+xttbW1YLBZeeeUV3nzzTVavXp3pLaAoCtdddx3Lly/P7qIFQRDmiFQqRVtbG7FYbLPb0gfSakliqclEhU7HB8PDhHOst5hRpWKZ2UzhFHsEmc1mmpqa6Orqoq2tjaqqKmw22zSvUhC2TSqVwul0UlBQkFPTxGeKxWJhYGAgc4w4VWq1mpKSEgYGBiguLp7y5MrZolKpqKqqwmQy0dfXRzQapaamJiuld4FAgJ6eHoxGIwUFBVuclChJUiZgtueee466rbOzkxdffJH//e9/me/94Q9/YGBggMsuuwzYcq/hXBSJRDKDEGprazP7y+HhYSKRCLW1tVlbWzKZxO/3U1JSklP9pIXcI347JsvTm+0V5AdJyonXSpIkqqur0el0dHZ25nQpiEqlyqRLNzY2Ulpaisfj4eSTT84Ew+LxOBdddBEVFRVceOGFWVytIAjC3LGlE5BNr26ns8WWmc04stlf7Iv9hUOtZpnZzH4FBVMOhqXpdDoaGhoy05r7+vrEdGMhp7hcLlKpFOXl5dleyqwwm80oijItWWKFhYVoNBpcLtc0rGx2OBwOGhsbSSaTtLa2bnP56GSkp3N2d3dTUFBAfX39FoNhaePtT2w2G3vttVcmaNTV1cW5557LlVdemdnP5EswTFEUvF4vbW1tqNVqmpubR2Vhud1u9Ho9Vqs1a2v0+XwAYmCMsFUiQ2yyPH0gqUARB4hbpMgw2J3tVQAjV8Vqa2tpbW2lq6uL+vr6nL1SsOmOsKenh66uLmAkXfvnP/85fr+fE044IbOT6e/vp6uri6GhIfbff/9ZX7MgCEK+U6lUNDU10dHRMaqRs0qlGjOTQi1JVOt0VOt0BJJJ2mMxuuJxZuvIQAVYhodZbLNROc2lIGq1mpqaGnw+H/39/YTDYWpqanI+o0SY+6LRKB6Ph9LS0qw26Z5Ner0ejUbD8PDwNgcXVCoVpaWl9PX1UVxcjNFonKZVziyj0UhTUxPd3d10dHRQVlZGcXHxjAaP0n3qvF5vpgxwW7dnt9uprKxkr732Yq+99mLNmjUcf/zxHHvssdO06tkhy3JmwmthYSHl5eWjzqtisRjBYJCqqqqsBfjSATubzZbTk1WF3CAp+dzBLxuevQvcPdleRZ6Q4LjLQJsbBy3Dw8N0dHRkdkj5chVmr732oqysjP/9738sW7aMM888M9Nr4OWXX+aWW25h0aJFmEwmLr744rw5wBEEQcgl8Xic1tZWJEnKZBObzWYaGhom9PiEotAdi9EWixH6IqtqOnqNbfwcFpWKRr2eap2O7vZ2JEmisbFxG7cwvkgkQnd3N8lkkoqKikwfS0GYbYqi0NHRQSKRoLm5OWcvbM6Enp4eotEozc3N2/xciqKwYcMG9Ho9dXV107C62aMoCi6Xi8HBQQoKCqiqqppQxtZkybJMd3c3wWCQysrKCWcYTbTc8ZVXXuGjjz5i9913Z7fddpvUY7MtFovR1dVFPB6nqqoqU8Gysd7eXoLBIAsXLsza+zQQCNDd3U1TU5M4LxK2SgTEJkOW4eErQM7dsrucc/CPoDR3drg+n4/e3l7Ky8uzOvVkItL9IlKpFG+99RbJZJJ9990XgIcffpjOzk6eeeYZzjnnHPbff38ikQjXXXcdu+yyC9/73veyvHpBEIT8ke4hJssyjY2NhMNhenp6MpkIkxWTZfypFP5kEn8qhTeZJLbR4dZ4pz0bH5DpJYlCjQa7Wo39i//rNzq5SB/wNzY2zmjT4lQqRX9/P36/H7vdTkVFxYychArClqR/3+vq6rJahpUN6WPXxYsXT0u2i9/vp6enh4aGBsxm8zSscHYNDQ3R09ODRqOhtrZ2WvsDJxIJurq6iMVi1NfXb/WzNRgMcsMNN3DyySdTXl6OVqsd9/NxvKBXvgTDAoEAvb29W3zdk8kk69ato7S0NDNIIBva2toAZvSCkTB3iBzCyQgM5lww7PIn/83qLhdP/fSoWdnea2s7Ofy3f8N/18/GvP3htz/hjlc/4O1LvwdIIyWmUwyIPfzww9xxxx3TOk3R4XAQi8UYGBjIem371qhUKmRZRq1Ws/fee+Nyufjss8+45pprCAaDfP/73+fII49k8eLFwEiZy/77788ll1yCWq3mhBNOyPJPIAiCkPtkWaarq4tkMklDQwNarRabzYbVap3ySYpepaJMpaJMq818Lx0kG06lSAEpRcmUWKoYKcNUA2a1erPg11gKCgrQ6XS43e4ZbVysVquprq7GbDaPKqEUV92F2SLLMgMDA1it1pw+bpsp6eEBw8PD0zLowmaz4Xa7cTqdNDQ05EUwZmMFBQUzMgAkGo3S2dmJoig0NzdPqCzX5/PhdDpRqVS0tbXR1tbGIYccQiqV2iwwNt7rnOuvvyzLOJ1OPB4PNpuNysrKcYN+Ho8HSZKy2rcrHA5n9lOCMBF5m28ciURobm4eM1VzS+rr67FYLDidzsz3Vq9evdUPI0mSMFXWYTn1hsyfj7vzpynlVHQM+pFOuhb/cHTCjzl+96VfBMPY5sb6xx9//LQGw9LKysqwWq10d3cTjU78Z8uGdKP9dADs3nvvpa6ujqeffpojjjiCxYsXZxoem0wmDj30UB5//HF++9vfsn79+iyvXhAEIbcpikJvby/hcHizK94qlWpaT1T0XwTIGg0GFhgMLDYa2e6LP4uNRhYYDDQaDJRptVsNhsHIcUlxcTFDQ0NjTsecbg6Hg6ampsyJn8fjQRQZCLNhcHCQZDI5bxrpb0qr1aLX66etobwkSZSVlREOh2e1Sf100uv1NDY2ZgaA9Pf3b9MAkFAoRFtbGyqVisbGxnGDYcFgcNTnbW1tLR0dHbz//vtUVFTw7LPPcs4550x5HbkmHo/T3t6O1+uloqKC6urqcYNhsizj9XpxOBxZzSIeHBxEp9ONavIvCFuStwGxyy67bMq17waDgSuvvHLSj3v7D78ldM/PCd19PqG7z2eHmtJJPV5RFFLzaVqTIkPQk+1VbCY9eVKr1WayAnKZJElYrVZuvfVWLr74Yq699tpRt6fr89M7H0VRqKurm5arZYIgCHOZ0+kkEAhkMqDyjd1uR61W4/HMzr42fRLqcDjo7++nu7ubVCo1K9sW5qdYLIbb7aa4uHheD3Ywm83TGryyWCyYTCacTmfeBrbTA0DKy8szEw+ncnHA7/fT2dmJ0WjcYjDs0ksvxWaz8dhjjwFkAnAnnHACL774Ig6Hg1122YU///nPvPXWW5nH5euk3mAwSGtrayZ7uqioaIsXiXw+H6lUiqKiollc5WjRaJRgMEhJSUnOZ94JuSMvA2IffPABzz//PD//+c+n9PgLLriABx54gNbW1sk9UE5t1vhDURRueu6/NJ1/J4U/+Q0H3fhn2ly+zO31P7uD6555m92u/AOmH93AZ71upJOu5faX32e7i+/G/KMbOPHup/ENRzjmzicpOO1Gdr7sPj7vcwNw64vvsvK6h0Zt88//+ZTtLr57zCVO5rkBQtE4Z/zpBWrPvZ3SM2/hu/c8TSA8kjW1/Mo/AFB97m1YTr2Bh9/+JPO4e19fTc25t1H0k5u54C+vZr7/hzfWsNMv7s187Rz0sGrVKkpKSqitreWSSy7JBKBee+017HY79957LzU1NRQVFXHBBRd8+Vx/+AM77bTTl69lfT2//vWv2W233bBaraxYsYLu7i8nWbpcLo4//ngqKiqorKzk7LPPHnfHqFarqaurI5VK0d3dnRcHA83NzZleNpFIhLfffpunnnqKv//97zzxxBM88cQTXHPNNdx22214vd6cD/QJgiBkk8fjwe12U15enrcXEFQqFUVFRfh8vln7zFepVFRWVlJTU0MoFKKlpWXUZE5BmC7pDE6tVpvVfkS5wGKxkEgkiMfj0/J86SyxaDTK0NDQtDxnNqQzZRsbG5FlmdbWVnw+34SO69NN+nt6erDZbNTX14+b2fTqq6/S29vLGWecwf3334/b7c5ckE73y0qlUhx00EH8+Mc/5pxzzuGtt97i2muvnfB6coWiKDidzkyQsKmpaau91BRFwe12Y7PZsjoBdnBwEK1WO+kKMmF+y7uAWDKZ5JRTTuGOO+6Y8htu4cKFnHjiiVx66aWTe+AY/cP+9PYn/OaF//LUWUfRd/NZbF9VzKG3/JVk6surAX94cw0PnnIoobvPY1HFSNT87/9bz5sXf5cN15/Gi5+2seK6hzjzG8vw3nEuO9WWccFj/wLghN2X8t+2PtoH/Znne+DNNXx/z6+Mu8yJPjfAyfc9g3c4wpqrfkj7jT8mkZI5408vAvDuZScB0PObMwndfT7H774UgGA0zmd9bjb86nTevORE7njlA15b2znmWo678Q9otVra29t54403eOqpp/j1r3+duT0YDPLZZ5+xYcMG3nzzTe644w5ee+21cX+2hx56iEcffZTBwUHMZjO/+MUvgJEP4sMOO4zy8nJaW1v5+OOP+eijj7j66qvHfS6dTkdtbS3hcJi+vr682lmpVCpOP/10jjzySF566SUeeOABHnvsMdauXUtdXR233XYbVVVVeL1eBgYGaG9vz/aSBUEQcsbQ0BD9/f0UFRXl/ICVrUn3apmtLLE0m81Gc3MzGo2GtrY2BgcH82o/KuQ+r9dLOBymqqpqXk2VHEs6g3U6s8TMZjMWiwWXy5X379104KagoIDe3l56enq2mL0qyzK9vb24XC5KS0upqqraYkbRihUr+OUvf8lvf/tb/H4/jzzySOY2h8PBa6+9lum3+Itf/IIf//jHPProoxiNxq1mVuWSZDJJZ2cng4ODlJaWUldXN6FBDkNDQyQSiazuT2OxGIFAgOLi4rx5vYXckHd7lxtuuIGdd96Zvffee5ue5/LLL+cf//gH//vf/yb8mL1+dAH2027AfvpN7POrkaytP739MWft/zV2qCnFoNNw7VEr6fYO8W5bX+Zxp+/zVRZVFKFWqdBpRq48nHfQbhRajFQ6rKxYVMv2VSXsubAGjVrF0V9bzIedAwAUWUwctvMCHnxzDQC9viCvf97FiV8Ep8Yy0eceHBrm8ffXcceJB2I3GzDrdVx5xN785d3PtljaqaBw9ZErMOg0LKksZvcFVXzQMbDZ/Xp9QV79eAO/+c1vsFgs1NXVcckll/CHP/zhy+dSFK6++moMBgNLlixh991354MPPhh32z/+8Y9paGjAYDBw/PHHZ+77/vvvs2HDBm644QZMJhNFRUVcfPHFo3ZYYzGbzVRUVODz+XC73Vu8by7R6/W89NJLHHTQQSxbtox//OMf/PnPf+ahhx7ivPPOY7vttuOll15i11135dxzz+Xggw/mhRdeyPayBUEQsi4cDtPd3U1BQcGc6Emk0WhwOBx4vd5ZL83R6XQ0NjZSXFycySgQ2cnCdIjH4zidThwOR16WM083tVqN0Wic9p5fZWVlxGIx/H7/tD5vNqQDUtXV1QSDwXGzV9N9sdLl8qWlpVsNoKQrSwAuueQSfv/739PR0UEymWT58uXo9Xr+8Y9/ZO7/gx/8gNtvvz3TTywfyibD4TAtLS1EIhHq6+sn9LrAl9lhZrM5q8NW3G53Zn8oCJORV1MmW1pa+N3vfjepINZ4KioqOOuss7jwwgu5/vrrM9/v6upiu+22y3z92WefZaY3vXHXdewkeWCjD7Ueb5D64i9LLfRaDZV2Cz2+L9OPa4s2b+pXVvDlzt2k02I3GUZ9HYp+mRJ98l5f4fQ/Ps8vD9+LP771MQcsbaTcbhn3Z5voc3e4A8iKQsN5d456vEqSGAgMj/v8BQY9Jv2Xk7PMOh3B6OaliT3eIQw6DWVlZZnvNTY20tPT8+VzFRSMSsM1m80Eg8Fxt73xycvG9+3o6MDv94+aaqIoyoR6mxQWFpJIJHA6nXmTZptKpSgtLeX3v/89Rx99NH6/n7PPPhtZlpEkiUceeYTLL7+cM844g5/+9Ke88sor/OhHP+Kll14SI4gFQZi3YrFYpgykurp6zlxFLi4uxuv14vV6Z/0KvSRJlJeXYzab6enpoaWlherq6sxkvPmgr6+PZ555hqOOOiqr09XmCkVR6OvrQ6VSzYmg9XSxWCx4vV4URZm2zy6j0UhBQQEulwubzTYnMvHsdjsmk4nu7m7a2tooKyvLZA0NDw/T1dWVaZ4/mQBO+jU/6qijuOuuu7j77ru57rrrAPjOd74zamBbWvrfKpdfV0VR8Hg8DAwMYDKZqKmpQbvRhOStCYVCRCKRKff2ng6JRAK/309paWlOv9ZCbsqrgNibb76J0+lk4cKFwMgvfzAYpLi4mGeffZZdd911Us/385//nMbGRl599cseWLW1teNffVFrYJMAf3WhlQ53IPN1PJmizx+i2vFlEEy1jTut/bdvIJmSef3zLh58cw3XHb3PNj1fWk1hASpJou+Ws0YFuNK6PIExHjVx1YUFRONJnE5nJijW0dFBdXX1Nj3vWGpqaigtLaW/v39Kjy8tLSWRSNDT04Narc6Zsd7jHfSo1WpkWaaqqoo///nPXHvttQwNDVFQUMCLL77IpZdeypVXXsmJJ56Ioijst99+7LrrrpPawQmCIMwlyWSSjo4ONBoNtbW1c+qgWafT4XA4cLvdFBYWZuVns1qtNDc309PTQ0dHByUlJRPOMMh3n332GS+99BK33norK1eu5NJLL6WioiLby8pbgUCAUChEbW1tVqfV5RqLxcLg4CDRaHRaM3FKS0tpaWnB5/NltSH6dEpnr7pcLpxOJ6FQCLPZjMvlwmw2U1NTM6FSwE3JsoxKpeL222/n29/+NhUVFfzxj3+ktLSUffbZ/Pws1z//YrFYZtJyUVER5eXlk1pzug+byWTK6kUQt9uNJEnigoQwJXl1NLhq1SpaWlpYvXo1q1ev5t5778VqtbJ69Wp23nnnST+fzWYbc2rfuFSbf3Ce8PWl3P7K+3zWO0gskeTSx1+nymFleWPlpNcz7mZVEt/fa0fOfuQlvMNRDvlK87Q8b7ndwuFfXcgZD72AOziSUjzgD/HkB+sAKLGaUEkSrYO+LT3NuKocVvbZcSHnnXde5orMNddcw/e+971pWf/Gvva1r1FTU8Oll15KMBhEURQ6Ozt57rnnJvR4SZKoqqrCarXS3d1NJBKZ9jVOhSRJyLI8Zm8HlUqFLMvU1tZyxx13UFBQgNvt5qc//SkXXHABJ554YuY5fve73/HOO+9kNZVZEAQhW1KpFB0dHZkpvFM5Ecp1xcXFJJNJfL6p7bOng1arzZTaDA4O0t7eTiKRyNp6Zsuee+7JX//6Vz7++GOGh4d5+umns72kvJVMJunv78dms1FQsHmFxXxmNBqRJGnayyYNBgN2ux2XyzWnSp7TgwPq6uoIh8O4XC6sViv19fVT3gekLzY4HA5aWlq46667uOaaa7j55ptZsmTJuI/LtR5tiqIwODhIS0tLZopkRUXFpAN4wWCQSCSS1YsfyWQSr9dLUVGRCKALU5JXATGTyZSpDa+urs6MVK2urs402D/44IMnHuACzjjjjIn3JlBrYJPPs+/usQNnfmMZh9zyV8p/+ls+6nbyj7OPRqOe3pf2+3vuyJoeFyfsvhStZvre7H/44SHYTQa+dsUDFJx2I3td9yc+6BjJsjLqtPzy8D05+Ka/YD/9Jh5559NJP/8jP/9RJo12jz324Fvf+taoSZLTRa1W88wzz9Db28uSJUuw2Wx861vfoqWlZcLPIUkSNTU16PV6Ojo6pjS6eSakA1/jBcWAUTuAnXbaiR/96EeZrx966CHuuecebrvtNoqLi/Oij4EgCMJ0kWWZ7u5u4vE4dXV1WZ2ANZP0ej12u53BwcGsfs5LkkRpaSkNDQ3E43FaWlq22AphLtDr9SiKgkql4sADD+Sxxx7LTEi86qqrRvVOFbYsnekvMuw2p1KpMJvN0x4Qg5FeYukgyVySSCQyQwMMBgPBYJD+/v5t+owMBAKcfPLJXH311axdu5YDDzyQRYsWccghh2x23/SxezgczplpvNFolLa2NpxOJ4WFhTQ3N0+pT186Oyw9nCFbPB4PkiTNmexGYfZJSq6FrHNZ5yfw2qNZ2XQ4lqD0rFv4zy++x9Lq0qysYdIkFSz8Gux2WLZXMinJZJK2tjYURaGxsTFnygwTiQQajWaLV2BcLhf77rsvF154ISeccAI33XQTDz/8MD/96U9ZtWqVyBATBGFeURSF7u5ugsEgdXV1c76vVSwWY8OGDVRUVOTEyUEymaS3t5dgMEhRURFlZWVzqlQVRrc2SJdNrlixgn322YeLLrqIRYsW0dXVxcDAAM8991xO/LvkqmAwSGdnJ9XV1XnRzzUb3G43TqeTJUuWTPt7aXBwEKfTSXNzMwaDYesPyHHDw8N0d3cDUFdXh8FgyExf12q1VFVVTXlgQyqVylyMTpdRbkqWZYaGhohEInzlK1/hb3/72zYPhdsWsizjdrsZHBxEp9NRVVU1qo/zZAUCAbq7u2loaMja4ItUKsW6detwOBwiiC5M2dw6KplpRVVZ2ayiKNz28vvsXFeWP8EwAEXO2mu2LTQaDfX19Zmyy4k05p8NWq2WeDw+btq1oiiUlpby0EMPce2117Jq1SruvfdebrjhBo455hgRDBMEYV5JZ+gMDQ1RU1Mz54NhMJKpZLPZcLvdOZENnO7XVl5ejtfrpaWlZUayW7IpEonwzDPPcMYZZ3D22WezcuVKTj/9dL773e9y+OGHc/vtt/P000+zZMkSXn755WwvN2elUil6e3uxWCzYbLatP2CeslgsKIoyI9lGRUVF6HQ6BgYGcq7Eb7K8Xi8dHR3odDqam5sz5aZFRUU0NzejVqtpb2+fcraYWq3OvEbjBSadTifnnnsuVVVVrFy5kr333jtrr2skEqG1tRWXy0VxcTFNTU3bFAzbODssm1Ng00MmZnuYjDC3iAyxyVAUePRqSERnbZMpWcb+499QbDHy+Bnf5qv1eTZt59AzoTDP1vyFdEqx0Wikrq4uZ65qRyIRDAbDmJli6atULpcrM6J7W3Z4giAI+UhRFPr7+/F6vfMu2yQajdLS0kJlZWVONRjeuHmz3W6nvLw8r3u5ybLMDTfcwNtvv43D4WDp0qUcdNBBLF26lL/85S+cc8459PX1ZTJJdt11Vy644AK+/e1vAyPZK//4xz/YaaedWLx4cZZ/muzr6+vD7/fT3Nw8Z8uap4OiKHz++ec4HI4ZmcA5NDREV1cXdXV1OTNgajJkWaa/vx+fz0dhYSHl5eVjHr+nJyumJ8xXV1dv8/FyOls03Yct/flmt9tZvXp15mL7bPbakmUZl8uF2+3GYDBQVVU1LRfI09lhjY2NWTvPkGWZdevWUVBQQFVV/iVgCLkjf49EskGSoLgK+ltnbZNqlYrg786bte1NK5Ua7CXZXsWUGQwGamtr6ezspLe3l+rq6pyYFmMwGAiHw5hMps3Wo1KpMpliaeOlcguCIMxVTqcTr9dLZWXlvAqGwcg+oqCggMHBQRwOR07st2Ake62hoQGfz8fAwADBYJCKigpsNlvOrHEyPv30Uy677DJsNhtPPPEEe+65Z+a23/zmN5xxxhnASCbJ+++/T0lJSWbiNsDNN9/MunXr2GGHHQgEAnzwwQfsu+++s/5z5ILh4WG8Xi8VFRUiGLYVkiRhsVhmLNPSarViNpvp7+/HbDbn1fFjIpHIDMba2gUBSZIoLi7GarXS09NDW1sbxcXFlJaWTvpnTge5PvnkE5YuXToq0P/73/+es846i/r6+lFllrNheHiY3t5eEokEpaWlmd7b2yqdHWaxWLJ60d3n85FKpSgpyd9zTSE35M+nXK4orh7pjSVsnaNsJCiWxywWC9XV1QQCgZxJIZckCYPBwPDw8JjrGStIJgiCMF+kr4aXl5fnVIbUbCotLSWRSOD3+7O9lFEkSaKwsJAFCxZgsVjo6emhs7OTeDye7aVN2g477EAsFuOee+7hiiuu4Ktf/SovvfQSXq+XWCzGkUcembnvU089RWNjIzU1NQDce++9vPnmm9x6661IksSKFSu46aabWLZsGVdeeeW8mMyZJssyvb29mEymeft+nayCggKi0eiMvG8kSaKiooJ4PI7X6532558p4XCY1tZW4vE4DQ0NE/5d0uv1NDY2UlZWhsfjoaWlZdLlqJIkEQgEuO666zj88MNZv3595raTTjqJyy+/HGDWgmHpLLn29nbUajVNTU3TOgUyEAgQi8VGXXyfbbIsMzg4iM1mE0F0YZuJM+XJKqoc6Y0lbJmkguKabK9iWthsNioqKvB4PHg8nmwvBxjZqWq12nGDYoIgCPORx+PB5XJRWlo6r3uKbJwllov7CK1WS01NDXV1dZlBAG63OyfXOp50f9HDDz+cl156iZtuugmbzUZhYSF77bUXH374IQAffvghr776Kvvuuy91dXW8+OKLPPvss5x//vkUFhbym9/8hpqaGp599lkefPBBPvroI955551s/mizyuVykUgkqKqqystMwWywWCxIksTQ0NCMPL/BYKCwsBCXy5Up/8tlPp+P9vZ2dDrdlHpjSZJESUkJTU1NqNVq2traGBgYmFRvMZvNxiOPPMLuu+/O888/n/m+Vqud1d/rUCjEhg0b8Hq9lJeX09jYOK0DEtLZYVarNavZYYFAgGQyKbLDhGkhAmKTlYdN4rNCkUeCh3NEUVERJSUlDAwM4PP5sr0cYOSqliRJIigmCILAyElRf38/xcXF4iAZKCkpIR6P51yW2MasVivNzc0UFhYyMDBAa2srkUgk28uakI0nzAHss88+LF++HIAdd9yRK6+8kqOOOopzzjmHPffck8MPP5x//vOfPPjgg5x00knst99+AHzzm99EpVLR39/P9ttvT19fH6+++iowUgL2+eef8+9//zsLP+HMi0QiuN1uSkpK0Ov12V5O3lCr1ZjNZoLB4IxtI53943Q6Z2wb20qWZXp6eujt7cVut1NfX79Nk+ENBsOobLHW1tZxs8VWr17NrbfeyrHHHssf/vAH3nvvPRKJBEcccQRPPfUUJ5xwQuYi+mwExNJDKTYeJFBcXDzt2/b7/cTj8axmhymKwuDgIAUFBXNiGqqQfaKp/mQpCjz5GwjmTxpx1nz7PLA4sr2KaZOeWOb3+3Oq2ajX60Wn02E2m8XVVUEQ5qV0g9/CwkIqKirEZ+EXOjs7icViLFiwIOdfk3A4TF9fH9FolKKiIsrKyvK65D8YDPLQQw+x1157sXTpUvx+P4cccghnnnkmxxxzDENDQ9x88818/PHHaLVa3nrrLerr61mwYAE33HADhYWFnHzyyUSjUT7//HPUajV33XUXy5Yty/aPNi0URaG1daQnb1NTU87/fuYar9dLX18fixcvnrHhFG63m4GBAZqamnJuUnk0GqW7u5t4PE5lZSUOx/Seb0SjUXp7e4lEIixatAiNRjPqd3TnnXfm1FNPpbOzkz/96U/U19dz4okncuqppwJw4YUXUlpaymmnnTbjmVTBYJDe3l5kWaa8vHzGekcqisL69esxGo3U1tZO+/NPVC409Bfmlvw90sgWSYLFX8/2KnKbpIKqRXMqGAYjV3iqqqqwWq10d3czPDyc7SUBUFhYSCgUmtErhYIgCLlqaGiI7u5u7Ha7CIZtorS0lHg8TiAQyPZStspkMtHU1ERZWRler5cNGzbk7X5NlmWsViunn346S5cu5bXXXuMXv/gF++yzD8cccwwAa9as4aWXXuLyyy/n0Ucf5c0336SyspJbb72VwsJCHn30UZ5//nluueUWPvzwQ4444ghef/31LP9k08flchGNRkWp5BSlL8rO5HukqKgIvV5Pf39/zlQiKIqC1+sdFUyd7mAYfJktVltbu1nZ45133kljYyOnnXYa1113HXfddRd6vZ4HHniA66+/HoCDDz6Y/v7+GQ3YJJNJuru76ezsxGAwZLJtZ+r95PP5Mg36syVdsmk2m0UwTJg2IiA2Fc07532z+BmlyLBkt2yvYkZIkkRNTQ0Gg4HOzs5JN96cKekTiI6OjnnVjFcQhPktFArR3d2dGbsuTqxHMxqNWCyWnO0ltql0L5/m5mZ0Oh2dnZ10d3fnRR+jjW2a2RYKhdhll104//zzM98LBoMEg0GWLl0KQG1tLS+88AJtbW2EQiEefPBBLrrooszJZ11dHY8//vjs/RAzKBwOMzg4SGlpac5lHuULrVaL0Wic0YCYJEmUl5cTDodnrF/ZZKRSKXp6eujr68Nut9PU1DSjJXOSJFFQULDZZ2dBQQHbb7995muv18uKFSu4+eabefzxx/H7/axYsYIrr7xyxtYWCAQyFw2qqqqoq6ub0eby6Sb22S5TTDf033hiryBsKxEQmwqdERp3EtMmx2O2QWVztlcxY1QqFXV1dRgMBjo6OnKi30k6UJdIJGhvb8+7kwdBEITJCgaDdHZ2Yjabqa6uFsGwcZSWlhKLxXLihHai9Ho99fX1VFVVZZpE+3y+vAjqjeWQQw7hpJNOoqCgIPO9HXfckbKyMk477TTee+89Lr74YsrKythxxx354IMPaGtr45RTTsnc/+mnn2bfffcFyNvXAUaCGt3d3RiNRtHrbxsVFBQQCoUm1fx9sqxWK1arddJN5qdbJBKhtbWVYDBIdXU1VVVVs1ZSvem+Zfny5dx8880cffTR3HXXXdx0001861vf4utf/zp1dXX897//BZiRYG8ikaCrq4vu7m7MZjMLFiyYsRLJjfn9/pzIDnM6nVlv6C/MPSKiM1WLdxXTJsf0RUnpHA8WqtVq6urq0Ov1ORMUS68plUrR1dWV1QMXQRCEmRQMBunq6sJisVBbW5vXvaZmmslkwmKx4HK58iqQIkkSDoeDBQsWYLFYMg2jY7FYtpc2LaqqqnjiiSdoamrijDPOIBqNct999wHw5z//md122y2TidHS0kJvby/7778/MDtNumdKf38/qVRKBLGngdVqRZblGW/hUV5eTiKRwO12z+h2xqIoCh6Ph7a2NlQqFU1NTdjt9llfB4xken722Wf09vby9ttvI8syvb293Hrrreyyyy709/ezZs0avva1r037ttMZWhs2bGB4eJiamhpqamq2aYjAZLbtcrmw2WxZzQ5Ll2yK7DBhus1MF8b5oKhq5I+3b6TRvjBCJUHzLtlexaxQq9XU19fT3t5OR0cHDQ0NWZ92otPpqK2tpaOjg/7+fiorK8UBpyAIc0q6Z5jFYqGmpkYEwyagpKSE9vZ2gsHgqCylfKDRaKipqcFut9PX10dLSwulpaUzMkFtNsmyjMVi4fzzz+f8889HluXM73JNTU1miiXADTfcwIIFC0aVaeWjQCCA3++nqqpKTJWcBnq9Hp1Ox9DQ0IwOetLr9RQVFeF2u3E4HLMShIEvJycODQ3lxKCNH/7wh5hMJv73v//hdrs59dRTOeCAA1i+fDmJRIJLLrmE73znOxQWFo56P28LRVEIBAI4nU4SiQSFhYWUlpbO2CCFsfh8PpLJZFazw3IlKCfMTSIgti2WfB3e/Fu2V5E7JBU0fAUM8yeNNR0U6+joyATFsn2QZzabqayspLe3F71eT3FxcVbXIwiCMF3S06UKCgqoqanJ64DIbDKbzZjN5ky5ST6+blarlQULFuB0OnE6nQQCASorK/O2dCZ9spw+cd745Pkb3/gGJ554IkNDQxQXF/PPf/6Tl156Ka/354lEgr6+PgoKCrKW4TPXpHtc+f1+FEWZ0fd1aWkpfr8fp9NJdXX1jG0nLRwO093dTSqVora2NuuB/FdeeYWuri7efvttAC666CLuv/9+nnnmGW644Qb22msv9t9/f4499lhg8z6CUxEKhRgYGCAajWK1Wqmvr5/1c4x0Zprdbs/q+Y3H48l6UE6Yu8Rl1W1RvwMUFI9MnhRAAnZYke1VzDqNRkN9fT1qtZr29vacKOdwOBwUFxczMDCQt1O6BEEQNpYOhtlsNhEMm4KysjJisRh+vz/bS5kylUpFRUUFTU1NALS1tdHT00M8Hs/yyqZurBPn5cuX8+yzz+L1egmFQjzxxBMsXrw4b1shKIpCT08PkiSJzPVpZrVaSSaTM966Q61WU1ZWht/vn9GBUoqiMDg4SFtbGxqNhubm5qwHwwA+/vhjjjzyyMzXBx10EMcffzyHHXYYl156KclkMhMM29bS9Gg0SmdnJx0dHUiSRENDQ6ZNy2zzer0kk8ms9vtLpVK43W4KCwuznnQgzE0iQ2xbqDWw51Hwz99leyW5YecDwDY/G6Smg2Ibl0/O5LSXiUif/HR3d9PY2ChSjAVByFt+v5+enh7sdruYJjlFJpOJgoKCTNlJPpeaGo1Gmpqa8Hq9DA4OEggEKCwspKSkZFZLiWaKoig0Nzdz1113jfp+vv6beTwehoeHqaurmxP/PrnEZDKhVqsZGhqa8WxJh8OB1+ulv7+fxsbGaf8cTiaT9PT0EAqFKC4upqysLGc+65cuXcoxxxxDSUkJBxxwAJdffjmnn346q1at4sMPP2T16tUsW7YMmHqPv2Qyicvlwuv1otVqqampoaCgIGuvQTo7zOFwZDUQ5Xa7kWVZDOEQZkx+7llzSUkNLN0726vILkk10k9tuz2yvZKs0mq1NDQ0IEkS7e3tWb9iLUkS1dXVmdH1iUQiq+sRBEGYCp/PJ4Jh06SsrIxEIoHX6832UraZJEkUFRWxYMECSkpK8Pl8rF+/nsHBwbzNpEqTJAlFUfJqCMJ4otEoTqeToqKiGe1zNV9JkoTVap2VKbLpDL9IJDLtnyHDw8O0tLQQiUSoq6ujvLw8pz7rv/GNb3DjjTfy61//muOPP5699tqLVatWAbB+/foxg9WKopBKpbb6eZTuj7V+/Xr8fj/l5eUsWLAAm82W1dfA4/FkPRCVTCbxeDwUFRXNWu86Yf6RlLmwt822VAKevh2CnvnZYF+lgsPOmrfZYZuKx+O0t7dn0pyz/QGeSCQy03kaGhrE1VlBEPKG1+ulr68Ph8MhSq2mSbpJ9cKFC0c1bs93yWSSwcFBvF4varWa0tJSHA6H+J3JIlmWaWtrQ1EUmpqa8jbDLdcNDQ3R1dXFggULZiWTp6+vD7/fT3Nz8zZXQyiKgsvlYnBwELPZTHV1ddaPm7cmHaABuOKKK1izZg2PP/74mH3cOjs7iUajlJWVbRbgUhQl05ctlUrlVJZrKpVi/fr12Gw2Kisrs7aO9O/aokWL5tT+SsgtYs80HdTakdLJ+RgMg3ldKjkWnU5HQ0MDsizT3t5OMpnM6nq0Wi319fUkk0m6urry/sq5IAjzg8fjoa+vj8LCQhEMm0alpaWZUpi5RKPRUFFRwYIFCzCbzfT19bFhwwYCgcCcyLTKR06nk1gsRnV1tQiGzSCLxYIkSbOSJQZkpj329/dv0/NEo1FaW1sZHByktLSU+vr6nA+GAZlgmNfrxePxcMstt4x73/LycgwGAz09PbS1tWX6rwWDQVpbW+nt7cVsNrNgwQIqKipyIhgGX2aHZXOQRzwex+fzUVxcLIJhwowSGWLT6YMX4JN/Z3sVs0dSQWEFfPO0kSwxYZRYLEZ7eztqtTonMrPC4TDt7e1YLBZqa2vFyaUgCDnL7XYzMDBAUVFRzpXOzAVOpxO3283ChQvz4gR0KiKRCE6nk1AohNFopLy8HLPZnO1lzRuhUIiOjg7Ky8vzejpmvujs7CSVStHY2Dgr20sPOZnKBEhFUXC73bhcLnQ6HdXV1RiNxhla6cxKpVKo1eqtTvnceGKkRqMhmUxiMpkoLy/PuUm5uZId1tPTQzAYZNGiRSKgLswo8ds1nXbadyRAJM2Dl1WSRoYK7HW0CIaNQ6/X09DQQDKZpKOjI+uZYiaTidraWoLBIL29veKKuSAIOUdRFJxOJwMDAxQXF4tg2AwpLi5GpVLhcrmyvZQZYzQaqa+vp76+HiAz9CYajWZ3YfNAujm62WzOZNMIM6ugoIBwODxrx5oFBQVYrVb6+vpIpVITflz6YnG6r1xTU1PeBsOATObS1vZTer0+U86a/jcymUw5OTUx3Ycxm73DotEofr+f0tJSEQwTZpz4DZtOai3s/32wOOZ4UEwCST3ys4pSyS1KB8USiQTt7e1Zb2xvtVqprq7O9CwQBEHIFYqi0NfXx+DgIOXl5SIYNoPUanWmEf1cDxBZLBYaGxupqakhHo/T0tJCT09P1gffzFXp97Esy2IIxixKDyyYrbJJSZKoqKhAluUJHU8qioLX66W1tZVEIkFDQwPl5eVzPtiRSqVwOp2sX7+eUChERUUFixcvpqSkBI/Hw4YNG/B6vTlzkToej+PxeCguLs5q9rDL5UKr1eJwOLK2BmH+ECWTM2E4AP/8HURCoMytfk0KjAT79vsuUtWCbC8nb6SviKlUKurr67e5Cem2SpcjiVIGQRBygSzLdHd3EwwGqaqqEgfBs0CWZTZs2IDBYKCuri7by5kV6ZPywcHBnGtiPVf4fD56e3upqanBZrNleznzSltbG2q1elbfz+njycbGxnFL/xKJBL29vYRCIRwOB+Xl5XO+J5SiKPh8PpxOJ7IsU1RURElJyaifOx6P43Q6CQQCaLVaSktLsdvtWQ0id3d3Mzw8zMKFC7MWrAyHw7S1tYljAWHWiIDYTBnywAv3zrGgmIQiSXQ17om6fnsqKyvnABdfSwABAABJREFU/JWd6ZSePglQX1+f9TTpgYEB3G431dXV2O32rK5FEISJ+/zzz2loaMj6Z8h0SaVSdHZ2EolEqK2tzWQ6CDPP7/fT09OzxZPZuSiVSuHxeHC73cBICWm6jFSYulgsRmtrK1arlZqammwvZ9YMy8O4Ui5cSRcBOUBKSZEkSVIZKY3TSlrUqNFIGhxqB6XqUkrVpRhUhmldh9vtxul0snjx4lkLOCmKQltbG7Is09zcvNkUxUAgQF9fHyqViqqqqjn/+a4oCsFgMDNQwm63U1pausUL4dFoFKfTSTAYRK/XU1paSkFBwawHxnIlEJUeSLbp71M2KIrCsDKMK+nCmXISlIOj3t8SEhpJgxo1WkmLQ+2gTF1GiaYEvTQ3jtHmAxEQm0nDAXjhPgj58j8oJkmg0sB+38VvLKS3tzfTk2quX+WZTolEItNPrKGhAYNheg+GJkNRFHp7e/H7/dTV1c35gxRByHder5dTTz2V1tZWKisrOfjgg/nJT36S7WVtk40/E+vq6uZVUCYXKIpCa2srKpWKhoaGrJ98zLZkMsng4CBerxe1Wk1paSkOh2NWXoeBgQEcDsecCWzLskxrayuKotDU1DRnjw2jcpT+VP/ICXLSyUBqgIgSAUBio2AQo0+vpC/+U774D8AiWSjXlFOmKaNUXUq5phydNPUKglgsxoYNG2Y9Oy8SidDa2kpZWVmm71QymaSvr4+hoSFsNltOTVCcCbIsEwqFMoEws9lMeXn5pPqjhcNhXC4XoVAIg8FAaWkpVqt1Vj6P0oHN9Ps3W/uC9DCOqQxrmA5hOcxAcgBnyokz6cSZchJVRtoKTPb9XaAqoFz95fu7TFOGVpqbQ2zynQiIzbToMLz0AHgHgDx9qSUVaL7oj1YycsUvFArR1dWFTqejrq5uzk6pmgnpJvvxeJz6+vqsngAqikJXVxehUIiGhgZxMioIOeyMM84glUpx11138eKLL3LyySfz29/+lkMOOSTrZdhTEYvF6OjoAKCuri6rFwjms2AwSGdnZ9ZOQHLBxqVLOp2OsrKyGc3QePnll/ntb3/Lgw8+OCdKgtIX2AKBAE1NTXPuvawoCv2pftZE17A+sR4FJXNyvOmJ8WRt/DwaNCzRL2FH/Y4Uq6fWzmLDhg0YjUaqq6u3aV2T1d/fj9frpbm5mVgsRl9fH4qiUFlZOadLZ1OpFF6vF4/HQzKZxGq1UlxcjMlkmvLnx/DwME6nk3A4jNFopKysDLPZPKNBqnS2cH19PRaLZca2syXpoBxAY2PjrAXlFEWhJ9nDR7GPaEu0Zd7f2/rehtHvby1attdvz476HXGo8/9zfy4RAbHZkErA6lfhk3+PZFrl20teuQB2PwLMo3do0WiUjo4OJEkSJzOTlC4Rikaj1NbWZm3nAyNXtTo6OojFYjQ2Ns6Zq9WCMFekUini8Tg/+MEP+OlPf8quu+4KwG233cZzzz3HjTfeyHbbbZflVU5OOByms7MTjUZDfX29uKiSRYqiZLL0cqFEJZsikQhOp5NQKIROp6OoqAiHwzGtpZSffvopJ598MhdddBGHH374ZrcripJ3/wZer5e+vr6sl1pNt7gSZ118Haujq/HK3mk7Sd6S9DYq1BV8xfAVmrXNqKWJZ9s5nU68Xi+LFy+e1d+jdE9CRVEygaHKyso5+9meSCTweDyZhvg2m43i4uJpOxdSFCUTGItEIphMpkxgbLrlSj/JQCBAd3f3rAXlYkqMtbG1rI6tJiAHZvX9Xa2p5iv6r9CobUQ1pwfx5QcREJtNg93w5l9hyEvOZ4tJKlBrYNdDoWnnkUDeGOLxOJ2dnSSTSWpra2fkg3qukmWZzs5OwuFw1vvmpFKpTA+IxsbGOXsAIwj55NNPP2XhwoWo1WpUKhVHHHEEhYWF3HfffZn7fOtb32LHHXfkuuuuQ5blvOiBFAwG6erqwmg0UltbO6fLaPJFrvSOyRXhcBiPx0MgEECtVuNwOCgqKtrmfaPX66Wqqoq7776b7373uwwODvLoo48SjUYxGo2ceeaZ0/QTzJ5IJEJbWxt2u52qqqpsL2da+FN+VsdW82nsU5Iks7KG9ImzQTKwg34HvqL/CmbV1o+x0+/lhoaGWT0mD4VCdHd3k0qlcDgcVFZW5l1gdyKi0Shut5tAIIAkSRQWFk7LZ8N4FEXJlGJGo1EsFgulpaXTWtHhcrkYHBykubk5axfFZzMo50l5WB1dzdr4WlKkZnRb40m/v02SiR31O7KjfkeMqomX1wrTSwTEZlu+ZIuNkxU2lo0bIldXV8/p1OjptvFktWxPZEokErS1tWV6yYiTVEHIDo/Hw5lnnklHRwcNDQ0sWrSIyy67jDVr1rBq1SruvvtuVqxYAcDbb7/NiSeeyJo1a/LigkS6LCPddDsfAnjzRVdXF+FwOKvTxXJNPB7H4/Hg8/kyWSBFRUWT6guUlkwm0Wg07L777hiNRv76179y3HHH0djYiO3/2Tvv+Dbq84+/T5JlWbIsWZb3HhmMsCkbCqENu2zKDgUKlFGghTJbSimrFEqBQIEwCpQVRuEHNIwWQiCMUEgKZHlbtmVLtvaW7n5/CB12Yid2YluSfW9eegVLNx6Nu/ve5/s8n8dkYsWKFfzwhz/kpptumvg3MkkkEgmam5tRq9U0NDRk/e9GlES+inzFR6GPhnkBpRsBgRxyOFh/MHO0czYrNEmSxLp162TfrskmkUjIWWkGgwGVSkUwGGTWrFnTZhwpSRLBYBCn04nP50Oj0WC1WiksLJzS5gVer5f+/n4ikQj5+flYrdZtLqWMxWJs2LCBwsLCKfm9jMZUiHIJKcHn4c/5LPwZsO3lzhOFgECukMt8/XyatE3pDmdGkt1XrmxEnQO7L4AjLgSj5bsnM2UGRQCNFvY7AQ49e0xiGIBaraauro6CggK6uroYGBiY5DinDyqVipqaGkwmE11dXbhcrrTFkpOTQ11dHfF4nM7OTkQxyxtBKChkIatWreKAAw5g3rx5vPvuu/zkJz/h/fffZ926dcybN4+zzz6bSy+9lNRclsViYb/99sv4knVJknA4HNhsNsxmMzU1NVl/8zzdKC0tJR6PK9fwIWi1WsrLy5kzZw6lpaUEAgFaWlpoa2vD5/MxnjnlO+64gzvuuIOPP/6Y3NxcrFYru+yyC4sWLeLWW29l4cKFeL3eSXw3E4skSdhsNhKJxLQ4nl0JFy/4XuDD0IeIiBlzswzJG/coUZYGl/K6/3UCYmDUZQVBoKCgAK/XO67f57hj+q6D5IYNG3C73ZSXl1NXV0dFRQWSJGG32ydt31NF6j22trbS1tZGNBqlsrKS2bNnY7Vap7RxhCAImEwmmpqaqKqqkv2IW1tbt+m77u/vRxAESkpKJjjisROLxXA4HBQVFU2aGOaIO3jW+yyfhj/NKLEbksd3WArzRuAN3vK/RUgMpTukGcf0kO6zkeJqOOYyaFsNa1bAYE+yTHGqu1GmstTyjDB3L5i1J+SNv25bpVJRVVWFRqOht7eXWCxGaWnptEyXnmgEQaCqqgqVSkV3dzeiKFJUVJSWWHJzc6mtraWtrY2uri5qamqU71BBYQoIh8M88cQTHHHEEVx99dUsXLgQgJ133lnuWCUIAldffTUfffQRRx55JPvttx8vvPACRxxxREZ3dBNFkZ6eHtxuN8XFxZSUlCjnlQwkNzcXi8WCw+GgsLBw2mR3TARqtRqr1UpRURFerxen00lHRwe5ubkUFRVhNpu3KAgdeOCBvPLKKwC8+eabPProo5x66qlAchwQi8Ww2+1Eo1FycnIy/hhJZcvU1NRkZVOPFBtnhWU67fF2/u75+2azxQoKChgcHCQYDE5K5nA0GqW3txefz7eJV1hOTg5lZWX09PRgNpvT6pG7tYiiiNvtxul0Eo1G0ev11NbWkp+fn/bjUhAEzGYzJpMJv9+Pw+Ggs7NTFtnNZvOYYwyHw7hcLsrLy9M6hrDb7ahUKrlD6USycVZYprMhtoFOb6eSLTbFKCWTmYLTBus+hdZVIE5BPXNKfCtvhLl7Q9UcUE3MydDpdGK32ykoKKCysjKjb9QyCUmS6Ovrw+l0UlJSQnFxcdouvKmuYylPkHQPABQUpjutra1cc8013HTTTdTX15OXlycPyhcsWMCzzz4rlyTFYjFee+01PvnkEw499FAWLFiQ7vBHJZVxGgqFqKysxGw2pzskhc0Qj8fZsGEDRqNxyrvUZROpEqqBgQG8Xi9qtXqLPqrBYJDTTjuN6upq7rvvvmGvvf/++1x++eU88sgj7LnnnpMd/jYTCARoa2vDarVSVlaW7nC2GlfCxdLAUvoSfekOZauo19Qz3zB/E2+xVNlkQUEBFRUVE7Y/SZIYGBigv78flUpFRUXFiJ1pJUmira1NbtSRLdmD8Xhc7hiZSCQoKCiQO0ZmMoFAQBaoc3JyKCoqwmKxbPZzTzVTicVizJo1K23j/JTnXUVFBRaLZcsrjANH3MHSwFIGxOzMep6dM5sf6n+oeItNAYoglmlEgtD8Jaz9GPzu5HMTkTk2dBsaLczeE+b8AAq2rq3zlvB6vdhsNnJycqipqVE6F46RVFlRf38/Vqs1rVl2Ka+fbB/wKihkAx0dHdxwww3cfvvtVFZWyp3mPvnkE6666io+/PBDIOkvtnEGaeoynmnCdTgcpqOjA1EUqa2tzfibCoUkAwMD9Pb20tDQoHxnYyASiRAOh0f0AF2/fj2zZ8+Wj2e3282FF17ImWeeyZFHHkk8Hqe1tZUTTjiB2267jaOOOirjm2PEYjFaWlrQarXU19dn3HlnrHTFunjN/xoJElmRGTYSAgI6QcfxxuOxqoeP5+12Oy6Xa8K6TYZCIbq7uwmHw1gsFkpLSzc74R0Oh2lpaaGoqCjjx5Apr8DBwUEAuYlGtt27hMNhHA6H3AwkJYyNlO3r9Xrp7OykpqZmRFFzKpAkidbWViRJorGxcULPJa3RVt4IvJFx5ZHjQUDAIBg40XgiJrXizz2ZKIJYpiJJ4HfBQDcM9CQzyAa6IRZJvp5q0bqxMX/q75T4pVKBuQyKq6CoMvkwl0xYNtjmCIfDdHZ2Eo/Hqa6uTmsXxWwjlWVnNpupqKhI2+A4FUdZWRlW6+SIpwoKM5H//ve/VFVVDfPtWLhwIWVlZdx+++3yDfTDDz+MzWbj5ptv5oILLkClUrFo0SJ54JhaLtPw+Xx0dXWRk5NDbW1tVpdUzTQkSaKlpQVBEGhoaMjI31c2sGjRIr755hvuvfdeNBoNiUQClUrFww8/jMvl4pprrgGgr6+P/v5+5s2bl7HHc4pUVkkkEqGxsTFrO1JPh5vlFCnD/eOMx1Gm+V54CoVCtLS0bLPgIYoifX19DAwMkJubS2Vl5ZiFcofDQV9f35R3vBwroVBI7hipVqvljpHZXi4ejUZxOp24XC4EQaCwsBCr1Sofr5IksWHDBtk7OF3nHJfLRXd394T/PtZG1vJ28O2sP7Zh86K3wsShCGLZxFCRzOOAeAwS8WTnSklKGvZrNKDWgME8peLXaCQSCWw2Gz6fL+1lgNmG2+2mu7sbvV5PTU1N2kpP7XY7TqdzUtKZFRRmGm63m3PPPZfW1lZ0Oh3z58/niiuuoKioiFWrVnH33Xfzpz/9SRbKfvvb3/Luu++iVqvZddddueeeezK+DD2VYZQqu8v0eBU2JVUSp5z3t44lS5Zwxx138MILL1BfXz/stZaWFk455RTOPfdcLrroojRFuHX09fXhcDgyVuAYC+ui61gaWDotbpZTCAioUXNs/rFU5lQCSdGjubkZnU5HdXX1Vm3X5/PR09NDPB6npKQEq9U6rjF8KgMoVTqZCdcCSZLw+/04nU4CgQA5OTlyx8hMzszcGlJNUgYGBhBFUe6SGwwGsdvtNDU1pa0hTyKRYMOGDRgMhq3+fY7E/yL/49/Bf0/Y9jKBlOh9vPF4SjWl6Q5nWpLdEvhMQxCSnSmN2TM4Tflq9Pf309/fTzgcVnzFxojZbCYnJ4eOjg5aW1vTlmVRWloqm2KnZpoUFBS2jr/85S/o9Xq+/PJLVq9ezaWXXorFYmHhwoUYDAZ0Ot2w8+OHH36IzWbj2WefZb/99gPI2JIqSZLo7e1lcHBQLpNRJkCyE4PBgMlkoq+vD5PJpFyzx8HKlSu5/PLLefDBB6mvr2fVqlV8/PHHfPXVV5x11lnst99+LFq0iAceeIBDDz2UWbNmpTvkMeHz+XA4HJSWlmatGNYabZ12Yhgku9QlSPCq/1VOMJ5AmaZMNl/v7+8nkUiM6xhONXjweDwYDAbq6uq2qnww1TSqubkZu91OZWXluLcxUUQiEVwuF263m3g8jk6no6qqCpPJNG2vUxqNhtLSUqxWKy6Xi8HBQVpbWwHQ6/Vpzdx2OBwkEglKSydO4FkbWTvtxDBIHt8xYrzsf5mTjSdTpE5P47XpTOaNqBWmHYIgUFpaSk1NDX6/n9bWViKRSLrDygoMBgMNDQ2Iokhrayuh0NS34hUEgfLyciwWC93d3bhcrimPQUEhmwmHw3i9XiCZeXPooYcCsNNOO3H55ZfzySef8PHHH9PU1ER7ezv/93//ByRnUO+8807a2tpkMUySpIwUwxKJBB0dHQwODlJRUUF5efm0vcmYKZSVlSFJEv39/ekOJasIhUJYrVbsdjtvvfUW55xzDna7nZycHObPn8+///1v9thjD1QqFV999VW6wx0T0WgUm82G0WjMWvuErliXXCY5HUmJYq/4XmEgkTQRN5lMSJIkX3+2uA1JYnBwkA0bNuD3+6mqqtpqMSxFbm4u5eXluFwufD7fVm9na0gkEgwODtLS0sKGDRsYHBykoKCAhoYGGhsbx9WRcUssX758QrYzGaS65M6aNUu2rwkGg6xbt07ubDuVRCIRBgYGKC4unjBRriXawtvBtydkW5mIhERMivGS7yU8CU+6w5l2KCWTClOK4iu2dcRiMTo6OohGo2n73CRJoqenB5fLRVVVldItTkFhDDz99NPcd999WCwWrrvuOpYvX87777/P0qVL5WV+9atfEQgEeOihh3jttdd44YUXePTRR4eVMox3hn8qiUQidHZ2EovFqKmpIT8/P90hKUwQKQ+gdJbWZAtutxun04nBYMDj8XDRRRfR3t7OLbfcwumnnw7A9ddfT15eHjfccAPLly+XBYdMRhTFYR0DM/U8tDkGEgM8530uqw30x0rKc+iMgjPQq/S0traiUqm2+DsLh8P09PQQDAYxm82UlZVNmJeWJEl0dHQQDodpamqaVI+uVEmk2+3G6/UiSRL5+fkUFhZiNBonfEKpu7ubk08+mc8++4y33npLnvDKRCKRCM3NzRQXF2MymRgcHMTlciGKIgUFBVgsFgwGw6RPZqV+C7NmzZqQ78Met/Oi70VEtrEBXRYgIJCvyuf0gtPJFbKr6UMmk3nTzArTGp1OR2NjIwaDgY6ODvr7+1E02S2Tk5NDQ0OD/LmlOuFMJYIgUFFRgdlsxmaz4Xa7pzwGBYVsQZIkLr/8ch5++GH+9re/ceihh3LBBRdw6aWX8vnnn/Piiy/Ky15wwQW88MILOJ1OampqMBqNm2SDZupNaCrrN9UlShHDphdFRUVotVp6e3uVa/VmCIVCHHnkkdx6663stttuPP7441x22WVcc801nH766Yhi8kbN7/cTi8UA2H///UcUKVKvZwKpibBwOJxWL9NtQZRElgaWzggxDJKZJGEpLJeOmc1m/H4/8Xh8xOVTpvktLS3E43Hq6uqoqqqaUNFKEAS5e3Jvb++EbXco4XAYu93OunXrZMGlpKSEOXPmUFdXh8lkmnAx7PPPP2f//ffnsMMO4+mnn+a6666jra1tQvcxkfT19aHRaLBarXLm3pw5cygvLycSidDe3k5zczODg4PyOWui8fl8+Hw+ysrKJuT7iEtx/hX414w4tiF5fPtFPx8GP0x3KNMKxUNMYcpJ+Yo5HA7FV2wcqFQqampq6O3tpaenh1gsRklJyZSWJaUGNQA2mw1BEEZsNa+gMNPxeDzYbDZee+01zGbzsOzYp59+mlNPPZX999+f8vJyamtrOeigg9Dr9VRXV5OTk5Px7d4lSZLP4fn5+RN+A6WQGahUKsrLy+no6MDr9Srn+1E4+eSTOeSQQ/jDH/5Ae3s78+bNo6uriyuvvBJIfo6PP/44X3zxBa+//vqI25AkCZfLRU9PDzqdDrPZjMlkSmsnR6fTidvtpqqqiry8vLTFsS18Ef4CR8KR7jCmFAmJllgL66PraShooKenB4/HQ1HR995DqVJKu91OPB7HarVSXFw8aSX5OTk5lJeXy6W3E1FlEI/H8Xg8uN1uQqEQarUak8lEYWEhOp1u0sfHa9asIRKJcPrpp9PQ0EBvby9XXXUVS5YsmdT9bg2BQACv10tVVdWw71itVlNUVITFYiEQCDAwMEBPTw92u53CwkL5s5wIJEnCbrej1+u3qfPpUD4JfYJHnFklhBIS30S/YZZ2FrU5tekOZ1qglEwqpBWv14vNZiMnJ4eampqMvwnMBCRJwul0ymbHlZWVU+4pJEkSNpsNj8dDdXW1cpOkoDAC5eXlHHXUUZSWlrJ48WIOOeQQli5dyqOPPsqzzz6L1+ulsbGRZcuWcdBBB/GXv/wlKyYGhnYPLi4unnJhXmHq6ejoIBQKMXv27Iz0sEsnwWCQc845h8cee0w2m7/uuut45513KCws5O233+att97ikksu4e2336axsXHUxhiiKMrlXj6fTy73MpvNFBQUTOln7/V66ezspLi4eEKNr6cSZ8LJs95nZ0Qp1UjkCrmcVXAWji4H8XicxsZGIJlN1dvbSyAQwGg0UlZWNmXj766uLnw+H7NmzdoqsVeSJHw+37BjJCWwTUZJ5MY4nU4sFou8nwceeIDXX3+df/3rX0DSS2zHHXfMKFsRSZJoaWlBEAQaGhq2eL2ORqNyOWUikSAvL4/CwsJtbrCS6kDd2Ng4IQJ7b7yXF3wvbPN2shEBAb2g50zTmUrp5ASgCGIKaWeo/0xVVdWEzRpMd1IZKHq9Pi2lDENFsZqaGuV7U1DYiHXr1rFs2TIeeughHnvsMXbeeWdeffVVfvvb37J06VJ6e3t555132GOPPZg/f366wx0Tig/kzCQajbJhwwasVmvWiiOTycEHH4zVamXx4sV8+umn3H///Tz88MMcd9xxXHvttRxyyCH09PQwa9asMXeJjcfjeL1e3G43wWAQlUpFQUEBZrN50n1+wuEwra2t5OfnU11dnZWCtyiJPOd7DmfCOWPKqTZGQKAhp4EDEgfQ1dVFY2MjHo8Hp9OJVqulrKxsysdu8Xic5uZmdDodtbW1Y/5thcNhXC4XHo9H7hJpNpsxm81Tmp181VVXoVaruf3224HkufGEE07g1ltvZd68eUiSlHHHi8vloru7m4aGBvR6/ZjXE0URn8+Hy+XC7/fLVSFbcw6Kx+OsX79ensjfVuJSnKe9T+MVvTP6+N5euz2HGjLXty5bUOobFNJObm4uDQ0N2Gw2Ojs7KSkpobi4OOMuKJmGyWRCo9HQ2dlJa2srtbW1U9pCOdVOW5Ikurq6qK6uVkQxBYUhzJkzh3A4zKuvvsrOO+8MwLHHHsuf//xn7HY7u+22G7vtthuA7M+Uyee9VDlXbm4uTU1NaW3ZrjC1aLVarFYrTqcTs9msZHNvxJNPPsmFF17IQQcdRHFxMRdffDGlpaXsuuuuiKKIwWBg1qxZAGPOYNFoNFgsFiwWC9FoFLfbLT80Go18YzrRpWHxeJyOjg60Wi2VlZUZfU7aHDOxVHJjUqWTTXlNCIJAW1sbkiRRUlKC1WpNS7anRqOhsrJS9sMdWsa5MamSSJfLRTgcRq1WyyJYukp4r7rqKo4++miWLl3KggUL6Orqwul0UlJSAiSv4X19fXzxxRdUVVWx0047pSXOFCmPOJPJNC4xDJLnKpPJhMlkIhaL4Xa7cblcuN1ucnJyKCwsxGw2j2kskOpWPFETKjOxVHJjlNLJiUPJEFPIGIZ60hiNRqqqqrKifCjdpIwwJUmitrZ2ygcJKUHM5/PJhuAKCgpJQqEQBx54IKeffjoXX3wxV1xxBd988w0vv/wyhYWF6Q5vTIiiiN1uZ3BwELPZTEVFhVI2NwMRRZENGzbImR0Km9LZ2Ul+fj4WiwW/38++++7LXXfdxY9//OMJ2b4kSYRCIdxuNx6Ph0QiQW5uriwSbKvfmCiKtLe3E41GaWhoyFrRezAxyDPeZ2ZsqeTGaEQN+/Ttg45kY6tMELRTXcubmpqGxZMqiUxlJQHDSiLTKdCmsjs/+eQTLrjgAvbZZx/eeOMNTj31VO68806+/fZb/vvf/3LPPfcwf/58TCYT119/fdrihaSRvtPpZNasWRNyPEuSRDAYxOVy4fV6EUVxi108Q6EQLS0tlJWVYbVatzkGe9zO877nt3k704FU6eRZprPQCtl5vs4EFEFMIeNQfMXGT2pGNxKJpKXsVBHFFBRG59VXX+Wmm25Cp9Oxxx57cO+992aN2B+Lxejs7CQcDlNeXk5hYWHWZowobDsej4euri5qa2uV8/xm6Ojo4KyzzuLQQw/lxhtvnJR9SJIk+415vV4kSUKv12M0GjEajeTm5o7rWJUkie7ubjweD/X19ePOJskk3gm8w5romhlbSrUJEuws7ozVbp0w/6ZtJZFI0NLSIjfaCgQC+Hw+/H4/iUQCnU4n+1ZlUsOWlCjW1taG3W7n66+/5ogjjuDXv/41ZWVlDA4OctFFF9HQ0IDH40GlUlFZWTlhxvTjIRKJ0NzcPGml7olEAq/Xi8vlIhgMyk0NUhl8giAgSRKtra2IokhTU9OEjB9e979OW6xNOb6HcLD+YHbKTW82YjajCGIKGclM9RVbunQpP/7xj7fqgiGKIjabDa/Xm5ayU1EU6erqwu/3K6KYgsJGpGa7q6urAcbsI5RO/H4/XV1dqFQqqqurs/oGWWFikCSJ9vZ2YrEYTU1NGf8bThfffvstK1as4Nxzz52S/aVuTL1eL36/H0mS0Gg05OfnYzQaMRgMWxQVnE4ndrudqqqqjDIEHy9hMcyjnkdJkEh3KBmFQTCwb+++FJoLKS8vT2sskiQRiUQYGBjA5XLJz+t0OoxGIyaTKS0C0ngIhUL86le/oqKiguXLl3PYYYdx0kknYTKZyM/P58Ybb+Sdd97BZDKh1WpH7S47WUz1uToSicjllPF4nJycHLnhltPpHLd/2Wj4RB+Pex5XxLCNKFQVcmbBmcqE5VaiCGIKGcvQTmYzwVdsxYoV7Lfffuy0006cddZZXHbZZeOeFRtadlpQUEBlZeWUZqIMFcVqa2vJz8+fsn0rKGQLmWi6O5ShnWwNBgPV1dUZNUOvkF7C4TDNzc2UlJTIvjkKozPVx7soigSDQfx+Pz6fj0gkAkBeXh5Go5H8/Hw5eyNFqqOk1WqlrKxsymKdDL4Mf8my0LJ0h5GR7B/dH4PLwJw5c6b8GpTqoJr6XcZiMVQqFRqNhmg0mnVZp06nk7vuuouf/OQnlJWVUV9fL7/2xhtvcO211/KnP/2JBQsWcM4552C1WvnTn/40ZfGljPTr6uqmdCwuSRKBQACPx4PH45En/4qKiiZE6FwRWsHn4c8VQWwETjSeSKVm2xsWzEQUQUwho9nYV6yysnLa3pgdd9xx7L333hx55JHcdtttuN1u7r///mEX2bGSzrJTURTp7OwkEAgoopiCQpYRi8Xo7u7G7/dTXFxMSUlJRot3CunBbrczMDCwif+PQuYRi8XkUjS/348oiqjVavLz88nPzycnJ4fOzk4MBgM1NTVZfbxLksQT3ifwit50h5JxCAhUCBXMtc2dMpEkGo3i8/nw+XwEAgEkSUKr1crCrMFgAKC1tRVJkmhsbMzqrNOU+PPYY4+xdu1a7rzzTgDeeecd/vGPf/DII4+gVqsn/RiLx+Ns2LBB7hKbDiRJoqOjg2AwiNFoxOfzIYoiubm5slH/SNeOgYEBYrEYpaWlm3xOCSnBo55HCUvhqXobWYOAwKycWRyef3i6Q8lKFEFMISvw+XzYbDYAKisrp10J5TfffMMuu+zCm2++yY9+9CMg2ZGluLiY5cuX89VXX3H22WeP632Hw2E6OzuJx+NUV1dP6cybKIryhbCurk4e9CgoKGQuQ8+zVVVVWTVbrzC1iKJIc3MzGo2G+vr6rBZRZhIpQ+yUOBYKhYBkZzyLxYLRaESv12etKNEZ6+QV/yvpDiOjOXDgQIp1xVRVVU34tlO/r5QIlspONBgMsredVqvd5HwRDodpaWnBYrGkvZxzW/jyyy/ZddddWbFiBQsXLuS1115Dq9Xy6KOPkpOTw0033TQlcaTsU2bPnp22JIKU32RNTQ0FBQVyhqDH45HFMZ1OJ4tjWq0WSZJYu3YtiUSCgoICqqurh/1WNkQ38GbgzbS8n2xAQOBc07kYVMo913hRBDGFrCEej9Pd3Y3P58NsNlNeXp41xtRboqOjgwceeIB///vf7Lfffvz+97/HbDYjSRKvv/46S5Ys4emnn+Y///kPBx100Ji3m0gk5BLG0tJSrFbrlN24pESxUChEbW2tIoopKGQoqbbsAwMD5OfnU1VVNW0zcRUmDr/fT3t7OxUVFVgslnSHozBORFGkra2NcDhMfn4+wWCQRCKBSqWSBYz8/Pys6jSpmG1vHgGBOYk5VPdXM3fu3AkRPuPxuFwGmTLEV6vVsgCWn58/prF6ysMu20onU6xcuZJjjz2WFStWUF1dzcsvv8z//vc/Fi1aRDQa5d1332X33XdHFEUGBwcnpNviSAQCAdra2tJ6Xk4kEmzYsAG9Xk9NTc0mr4uiiM/nk8UxSZLIy8sjLy+PwcFBebn8/Hxqamrk3+mLvhfpjfcqx/coCAjsrdubH+T9IN2hZB2KIKaQVUiShNvtpre3F7VaTVVV1bQSWiKRCGeccQaXXHIJBx10kOw98vHHH3PWWWfxr3/9i6ampnFtU5Ik+vv7cTgcmEwmKisrp2z2d6goVldXp5hyKyhkGOFwGJvNRiQSoaysDIvFomT7KIyZVFfCWbNmkZOTk+5wFMbISB0lJUkiHA7LwkYwGATYpMQtU7PH/KKfxZ7F6Q4j49GiZb/u/aitrpVNz8fDaL+TlCG+0WjcxKNurNtNjRebmpqy8nzypz/9iddee43rr78eSZK45ppriMfjvPzyy8yZM4c1a9bwgx/8gKKiIlpbWyf8WBJFUe7cmc7M3fFcFxKJxDBxbGP0ej21tbV48PCU96nJCnnaoBf0nGc6TxnHjRNFEFPISqLRKDabjWAwSFFREaWlpRk7SNsc4XCYjo4O5syZIz93ww03YLfbefTRR+Xn5s+fz4EHHsjvfvc74HuTXkmSiMViY5rB9Xg82Gw2cnNzqampmbJZX1EUaW9vJxwOK6KYgkKGIEkSLpeL3t5etFotVVVV5OXlpTsshSwjlQmQl5eX9f5TM4lUNk5lZSWFhYUjLpNIJOTSSr/fTywWA5LCRyqbIy8vD51OlxHf+7roOv4V+Fe6w8gK9vfsj1WwUltbO6bl4/H4sFLIeDyOSqWSfeiMRuOECFjxeJzm5ma0Wm3WlmLffvvtbNiwQc56uu+++1CpVCxZsoTTTjuNW265hcHBQfr7+3nssccmdN/9/f309/fT1NSUti6dqQy18vJyioqKxrXuhg0b5DLboajVaiJ1ET4IfzBRYU5rzio4i0L1yOd1hZFRaiIUspLUxXJgYIC+vj78fn9W3tB1d3dz4oknsvfee3PDDTcQCAT4v//7P8466yx5mQ8++ACbzcYZZ5whP5cyxf3Pf/7DW2+9xYIFCzj00EM3u69UjX5nZyctLS1UV1dPiamqSqWitraWjo4O2traqKmpycp0eAWF6UI8Hqenpwev14vFYqGsrCwrJxQU0o9araa8vJyuri68Xu9WZZwoTC1erxe73Y7Vah1VDIPkd5vy95EkiUgkQiAQIBQKEQwGcblcQNJ/bGORLDc3d8rFjP54PypUiIhTut9sJGKM4Lf7icfjI5bHR6NRgsEggUCAYDAoixRarRaTyTRpXnMajYbq6mra2tro6+vLqo6nqYnqa665BkAuHQUIBoM8/vjjzJs3j6uvvhpITnTfd999XHrppROy/0gkgsPhwGq1pk0ME0WR7u5u9Hr9uMs1o9HoiGJYart98T7l+B4j/Yl+RRAbJ0qGmELWkyr5CYfDlJSUUFxcnFWzSpFIhHvuuYcXX3yRxsZGysrK+Otf/yq/vmDBAvbYYw/++Mc/DlvP4XBwwgkncOGFF/LjH/9Y9iOIRqObzf6Kx+N0dXURCAQoLy+fshIpURRlP7OqqirlxklBIQ34/X5sNhuSJE3LBiUK6SHVWXjWrFmK/1wGEwgEaG9vx2g0bmJYPV5EUSQcDhMMBgmFQoRCIaLRKJCcCNtYJBvJTH0iWeJbQne8e9K2P11QoWKOZg4VHRVUVFRQWFhIJBIZJoClsgFzc3PR6/Xo9XoMBsOUVRY4HA76+vqy1k8MkmP7lCcaJI+XE044gf32249f//rXBAIBvv76a/bcc89tFhZT5aaRSIRZs2albYKrr68Pp9NJY2PjuEW5aDRKR0cHGo0GnU4nP3Jzc1GpVDzteZoBcWCSIp8+qFCxS+4uHKA/IN2hZBWKIKYwLRBFEYfDgcPhIC8vj6qqqqxoBZ9q0Zz6/76+PsrLy/nmm28wGo2Ew2GOO+44XnrpJWbPni0v++233/LAAw+g1Wq55557gOTFpK+vjz/84Q8MDg7y5JNPjuqvNtRXzGw2U1FRMSUXUEmSsNlseDyezZZqKCgoTCxDj3mDwUBVVVVWerQoZCaxWIwNGzZQUFAwKd3rFLadcDhMa2sreXl51NbWTso1P5FIyOJY6pESV1Qq1TCBLC8vj5ycnDGLZPF4HJfLhcVi2cSkXZIkHnQ/SIzYhL+n6UihUMje/XuTSCQA5H/z8vJk8Uuv16dN3J4OfmIul4uf/exnXH/99eyxxx4AvPfeezz++OM8+OCDEyr0ud1ubDZbWgXEVKdQq9VKaWnphG47LsVZ5F6kmOmPkUpNJScaT0x3GFmFMo2nMC1QqVSUlpZiNBqx2Ww0NzdnhUH0UDFMpVLJ7aZtNhtXXnkla9as4YQTTmDu3LnyOh0dHfz5z39m7ty5/PznPwegvb2de+65h4qKCt5//30SicRmmw0IgkBpaSkmk4m2tjba2tqorq6e9Nk/QRCoqqpCrVbT3d1NIpGYtE47CgoKSYZm0U51t1mFmUFOTg5lZWX09PRgNpunpBxfYexEo1Ha29vRarXDurZNNGq1WvaVShGPx4cJZG63G6fTKS8/VCDbnAjj9XrlbriVlZXDbvw9okcRw8aBS3QRioZQo8ZisVBQUEBeXl7GdG5PjRWbm5vp6urKSj+xwsJCjjzySK688kqWLVsGIE8aTKRolUgksNvtE77d8SBJEj09PeTk5FBcXDzh23cmnIoYNg764/1yCa/C2FBMQxSmFXq9nqamJgoLC+nt7aW9vV2encxkNh6cLliwgG+++YYHH3yQL7/8kvnz5yOKIl6vl6uvvpqSkhKuuuoq4vE4zz//PJdddhmzZs3iN7/5DYFAgFtvvVXeVnNzMy+++CIrV67cZL86nY45c+YgSRItLS14vd5Jf6+CIFBeXo7VasVut9PX14eSqKqgMPGkssJaWlqQJImGhoasKylXyB4KCwsxGAx0d3cjiorPS6YQj8fp6OhAEARqa2unXPTQaDQYjUZKSkqora1l7ty5zJkzh5qaGtlnaHBwkM7OTtauXcuaNWtobW3FZrPhcDjwer2Ew2HZXyj1flKTapD0zFEYBwJYZ1lRqVSyOX6miGEpUn5iwWCQvr6+dIezVZx33nnsu+++HHLIIZx33nk8/PDDwya4J4K+vj5EUZQn1NOBy+UiGAxOWhf7qTq+n7n4GV6+9uUp2ddkEiOGR/SkO4ysQimZVJi2+Hw+eWBeUVGByWTKmhvBoaWUAKtXr6ayspKHHnqIzs5OHnjgATQaDTfddBMvv/wyN998M8ceeyx///vfueaaa+jp6UGSJFasWMFpp53GUUcdxccff8ysWbP461//ukk6c8rfy+fzTWnXzpRPhMVioby8PGu+HwWFTGdoVlhxcTHFxcWKcb7CpBOJRGhubpbP6QrpRRRF2traiEajNDQ0ZJyVxP33388TTzzB//73PxYsWMBTTz1FJBIhEokQjUb505/+xHvvvUdbWxunnnoqv/nNb4atr1arqaioYHXOar6KfLWJ4fbllsvJyctBUAlo9VpmHzib4287nnxrPm/d/hbv/PkdNDpNspzTnEfjPo0cfMnBVO5YOWrMvd/28uqNr2JbZSMwGODWtlvRmzbfPbv5o2ZevuZlBjoGyLfmc8R1R7D7ibtv8fNp/aSVt//8Nh0rO5AkCUu1hd1P2p3a3Wt5+KcPy8tFA1H5fQL86IofUfeDOhafsZjb228fcdsH6w+myFnEPvvsQyKRoLOzc8yi2MMPP8wFF1zAPffcw+WXXz6mdbaWTPMTu+yyy3jttdfo6Ohg3bp1zJ49e8TlhmbovPnmm4TDYXJycjj66KMnLJZgMEhra+tWdXTcHEOPy8MPP5xXX3112Os//OEPWbFihVzKKooiH374IbvvvuXfdIrXX3+dP//5z/z3v/+Vj+Of/OQnXHHFFZtkmb0beJc10TWTbqj/zMXPkFeQx/G3HT9p+xjoHOAPu/xhTOeN0UjEE7x121t8seQLAoMBdPk6qnau4qxHzkJnTHq3HWY4jDnaOePa7sKFCzGbzfzlL3/ZqriyGaVkUmHaYjQamTVrFj09PdhsNrxeLxUVFVlh+LtxKeVOO+3ESSedxNy5c7nhhhvk93DxxRfjdru58sorWbFiBY8//jiPPPIIkEyjfvbZZznmmGNkk/6f//znrFu3bhNBTKVSUVNTw+DgIHa7nWAwOCU+bMXFxajVanp6ehBFkcrKSkUUU1DYBiRJwuFw0N/fT25uLo2NjVnXfVche8nNzaWkpIS+vj5MJhN6/dYN+BW2HUmS6OrqIhKJUFdXl3FiGEBFRQU33HAD7777LjabbZNmO3vvvTdHHnkkjzzyyIhjg0QiQVdXF64a16g3y7/81y+pmleFz+HjiXOe4JXrXuHMh88EYPsF23Pe0+cB4LF7+OSpT/jLj//Cz1/4ObP2nzXi9lQ5KnY9dlcO/PmBPHLqI2N6n09f+DT7n7s/8385H6/di7dvy9n43yz9hr+f/3cOv/ZwznjoDPKL8ulb38e7977Lrsftyp1dd8rLXm65XH6fKTYs3zDqtlWo8CQ89H7dS29vLzqdjrfeeoujjjpqi3H19PTwpz/9iXnz5m1x2YnAarUSCASw2WwZ4Sd24okncvXVV7P//vsTDAZHXU4QBFkUO+KII4a9NhHlbKkyxby8vHF3dNwSGx+XI3HHHXdw+eWXD2uoMlYWLVrEjTfeyD333MMrr7xCYWEhbW1tPPnkk6xcuZLDDz982PIu0UUsFkOdk1lZjOnivb+8x7r/rOOS1y6hqLYIn8PHN0u/kV8XEPAklAyx8aBMFytMa9RqNdXV1VRXVxMIBGhubsbn86U7rDEzNKPjmWee4Q9/+APV1dVA8mJYXFzMX/7yF1pbW/nqq69wOp189NFHxONx1Go1//3vfznooIPkbZjNZl577bUR9yUIAkVFRTQ0NBCPx2lpacHjmfwTqsViobq6GrfbTWdnp1Jqo6CwlYRCIVpaWujv76e4uFgRwxTSgtVqRafTyZnKClOPJEl0d3fj8/morq7OWGHy+OOP59hjjx3VS3ThwoUcffTRWCyWTX5LgiBgMBgoKysjISS2uC9jsZFdfrILPd/0jPi6qczEgqsWsOdP9+T1m14fdTuls0rZ+8y9KduubIv7TKHWqCmqLUIQBEzlJqp3qd7s8pIk8fI1LzP/svn88KIfkl+U9GQrnV3K6Q+cjqV62wWQOHGeeuopDjnkEBYsWMDixYvHtN7FF1/MjTfeOOEizGik/MQEQaCrqyvt55QDDzxwxMYhI8U1mug1ERO/TqeTcDhMRUXFhE8kb+m4TOH1esedbODz+bjmmmu4//77Oeuss+TmWvX19dx0002yGPb+++9jNpt58MEHuWj7i/jLYX8B4KkLnuK32/+W39T8hrsOvosNH34v/H76j0+588A7Wfqnpdww+wZumHMD7z/4vvz6xiWRQU+Qyy2XM9A5cvfKzi87ufewe7mm7hpu2/s2vnjpi2Gvf/HSF9x5wJ38puY3/H6n3/PpPz7F7/Tz6/JfM9Dx/TZj4RjX1l9L+8p27jk02Qjtph1v4urqq1n5YtLOpmtVF/cfcz/XNVzHLbvfwoonV4z6GbavbGfHw3ekqDaZFWgsNrL3GXujM+rwO/38qvxXdLZ3ysuHw2EKCwv59NNPiUQi/OxnP8NqtWIymdhxxx35/PPP+etf/8ozzzzDokWLyM/PZ4cddkjGHovx29/+lsbGRoqKijjmmGPo6fn+HCoIAvfffz/bb789BoOBM888E5fLxSmnnEJBQQG77rora9euHfW9ZAqKIKYwIzCZTDQ1NaHT6TbxnsgWtFrtsAuuIAiIoii/j08++YQ77riDQw45hEQigSAInHfeeTz22GN89NFHLFmyhLvvvlsWyEYbVOTl5dHU1ER+fj5dXV1y9tZkYjKZqK2txe/309HRkXXfjYJCOkl1qG1paQGgsbFxysqeFRQ2RhAEKisrCYfDOByOdIczI+nr68PtdlNVVZURZWbbytDxSn5+PlVVVcydO5f6+nqsVisxactesd4+L1+++iVVO2++C+rOx+xM15ddRAKRbY47RcO+DSy5agm21SNn22yMo8XBQMcAu52w24TFMBQJCbfLzUsvvcTZZ5/NEUccwf/93/9t0atryZIleL1ezjrrrEmJazSywU9sYGBgysau0WiU/v5+ioqK0jbpdcstt1BTU8Mpp5yySUnl5vj4448JBoOceOKWuyD6fD5WrVrFbZ/dxqWvXwrA7ANnc+0n13Jry63sdtxuPL7wccK+sLyOfa0dbZ6W33/ze85efDav/e41nG3Ocb+/oCfI3076G7sevyt/3PBHTvrzSTx/+fO0ftIKwNf/+pqXrn6JY/94LLe138aV711J5Y6V5Fvz2eHHO/DZs5/J21r9xmpMZSbq9qjjinevAOCmr2/izq472eOkPfD2eXnw+AfZ75z9uGXDLZz71Lm8dcdbrP9g/Yix1e9Vz/LFy3n/wffp/LKTRPz7311q/288/Yb83CuvvEJFRQV77bUXTz75JKtWraK5uRm3283LL79MWVkZl112Gaeffjq/+MUv8Pv9fPNNMuPs+uuv56OPPmL58uX09vYye/ZsfvrTnw6L55///CfLly9nw4YNvP322xx00EFceumlDA4Osssuu3D11VeP+/OfapTRssKMIScnh9raWioqKnC73TQ3NxMIBNId1rjYeBZIpVLJHRv32msvrrrqKg477DC5NOKcc87hxz/+MW+99RYPPPAA8+bNY//99x9xW0NJZdZVVFTgcrlobW2VDW0nC6PRSF1dHaFQiPb2duLx+KTuT0FhOhAKhWhtbcXhcFBcXExDQ4OSFaaQdvLy8rBarTgcjkm/digMZ2BgAKfTSVlZGWazOd3hTAiCIGAymZg7dy51dXWYzeZhflcJRhci7jvyPq6tv5a7D70ba52VY/947Gb3ZSo3IUkSIU9oQmL/z/3/YaB9gNMWncbDpzxM22dtAPgH/FxZciUR/6bHh9/pl2OZLN594V2MRiMnnHACe++9N6Wlpfz9738fdXmXy8VVV13FQw89NGkxbQ6DwUBpaSlOpzMjKz1uu+02QqGJ+c1sDkmS6O3tRa1WU1JSMun7G4nbbruNZcuW8cEHH3DHHXdw2WWX8corr4xpXafTidVqHVb6eu6552I2mzEYDFx11VXy86Iocvvtt6PRa9DqtQDsdfpe5BXkoc5Rc8hlhyCJ0rCsz/yifA6+5GDUOWpm7T8LS42F7v91j/s9fvv2txiKDBz48wNR56hp2q+J3U/Ync+f+xyA5YuXc+AFBzL7wNmoVCqMxUaqdkqK7XudsRcrn18pC/mf/eMzfnDaD0bd18rnV9K4byO7HrcrKrWK8u3L2eu0vfhiyRcjLj//l/M54roj+GbpN9x/zP1c33Q9r//+dcREMnlhnzP2Yek/lsr7f+KJJzjnnHOA5L2wz+djzZo1SJLE7Nmz5cqjjZEkiUWLFnH33XdTXl6OVqvllltu4aOPPqKrq0te7te//jUWi4WKigoOOuggdthhB/bff380Gg0nnXQS//3vf8fz0aeFzDdTUlCYQARBwGKxYDAYsNlstLW1UVhYSGlpaVZ4i41GZWUlb7/9tvz3Z599xqeffsqll17KL3/5S7xeL7W1tdx9991yevKWSH1WeXl5dHV10dLSQkVFxaQOsA0GA/X19bS3t9PW1kZdXV3a/SIUFDIRURRxOBw4HA50Op1SHqmQcZSUlOD1erHZbDQ0NCj+kFOAx+Oht7eXoqKiLZY7ZRsajWarxmmXvnHpMG+tLeHp9SAIAnmmPN65+x3euecdABr2buDCFy8c9/7/s+g/nP7A6cw5eA4//etPeeTUR1j4+EJCnhB1e9SRm7+pt5uhyCDHYq2fnO/x7b+/zWmnnUZubi6FhYUcddRRPPbYY1x11VU888wzXHDBBQDU1tbyzTffcNVVV3HuueeOyytqosk0P7EUkiTx6quvcvPNN0/6vrxeLz6fj5qamrR1Bt1+++3p6uqipqaGnXfemQsuuIDnn3+e4447bovrWq1WnE4nsVhM/v4WL17M4sWLWbhwIbHY99meRqMxec/xnXuLKIq8detbfPnql/j6fQgqgYgvQmDw++SG/OL8YfvT6rWE/WHGi7vHjaVmeFlwUV0RLR8nM/FdXS72/OmeI647d/5c4tE4zR81U9xQTMvHLZzx4Bmj7muwa5Bv3/mWa+qukZ+TRImGvRtGXF6lUrHPWfuwz1n7kIgnWPefdfz9/L9TVFvEvgv3Ze78uSyJLuGDDz5g1qxZfPDBB7LYfeaZZ9Lb28uFF15IV1cXxxxzDHfdddeI1wun00kgEODAAw8cdv3WarV0dXXJQtpQX2q9Xj/sPlGv1+P3+0d975lC9ioACgrbQG5uLg0NDQwODtLf34/H46GkpISioqKsHLRv3JXSYDDwr3/9i8WLF7PXXnvR3d3NUUcdJc8QjIe8vDwaGxvl5gR+v5+KiopJK8fKy8ujoaGBtrY2Wltbqa+vR6vVTsq+FBSyEb/fT09PD9FolJKSEqxWq1IeqZBxqFQqqqqq5AzGdGUzzBT8fr9sTF9WNnZ/q+mAmokTBla9torqXavJNeTyoyt/xI+u/NE2bS8RSxCPJjPet//R9pz2wGksPmMx+UX5nHjXyGVjJU0lWGos/Pfl//LjX/14m/Y/Erb/2Wj+qpkn2p7gueeeA5IdC30+Hx999BGnn346p59++rB13n33Xbxer9yBzuPxsHLlSj788ENeeumlCY9xJFJ+Ys3NzXR1dVFfX58RY/bPPvuM7bbbDoPBMKn7SSQS9Pb2YjQa01YKHYvF6OnpoaCgQBY+xjP+2GeffcjLy+Oll17apPRuY1LbTR3f/13yX75Y8gUXLrmQ4sZiBEHg2vprx+wrl2vIJRb6XnDz2kdvbmGuMDPYOTjsucHOQcwVZgAKqwtxto5ciqlSqfjBaT/gs2c/o6SphLmHzMVYYhz2nobtq9LMTkfuxNmLzx7T+xiKWqNm+x9tz+wDZ9O7plfex+FnHM4TTzzBnDlzWLBggSxaaTQarrvuOq677jr6+vo49dRT+f3vf8999923SWxFRUXo9Xo+/fRT5s6dO+7YsgllBK0wY0mZyM+aNQuTyYTdbqe5uTkrlOyN2fgktsMOO/DGG29w3333scMOO3D33Xfzt7/9DRjdO2xzqNVqqqqqqKysxOPx0NLSQjg8/hmXsZISLAVBoLW1dVL3paCQLcRiMbq6umhvb0ej0dDU1ERJSYkihilkLHq9nuLiYvr7+zfbkU1h2wiFQnR2dmIwGLKqW3M8HiccDhOPxxFFkXA4TDQalV+PxWKEw2ESiQSJRIJwODwsgyRFjrDtmULePi/v3P0Onz/3OUffdPSoy0mSRCwcIx5JilyJSIJYODbq2Gr3E3fn9d+/Tu+3vYiiiKXaQmFVIe4eN9q8kSf7BEHghDtO4L1732PZw8vkDJj+5n6evfRZBrsGR1xvJGLh2LCHmBD59OlPadq5ibVr1/LVV1/x1Vdf8e6777LvvvuOaq7/ySefsHr1ann5PfbYg6uuukoeW04V6fYTu+CCC6iqqsJms7FgwQKampp45ZVXOPbYY4ctNxneu/39/YiiSHl5+aQe46Mdl5IksWbNGpYtW4bZbEYURd577z0eeughTjjhhDFtu6CggFtvvZVLLrmEp556CpfLBUBXVxetra0jrqMRkvk7YV8YtVaNochAIprgX3f+a8SS49Go2qmKtf9ei8fuIewLs/TOpaMuu/2Ptsfv9LN88XIS8QQtK1r4YskXclbYvgv3ZdnfltH8UTOiKOJz+IZ5BO51+l6sfn01nz79KXudvpf8vKHIgKASGGj73nR/j5P3YMOHG1j12ioSsQSJWALb/2x0/vd7Y/yhvL/ofda9v46IP4IkSbR+0krzR83U/aBOXubos4/m5ZdfZvHixfzsZz+Tn//3v//NV199RTwex2AwoNPp5Mzb0tJSWltb5XOZSqXiwgsv5Fe/+pVcIjkwMMDzzz8/1o88a1AyxBRmPBqNhsrKSiwWC729vbS3t1NQUEBZWVnWZialWjofcMABHHDAAfJzsPXdbQRBoLCwcMQSysm4MGu1WhoaGuTyydra2oztlKWgMJlIksTAwAD9/f2yYflkHXcKChNNSUmJnL3U1NSkCLgTTDQapaOjg9zcXKqrq7Pq873lllv4/e9/L/+dl5fHQQcdxPvvvw/A+eefz5NPPim/fv/993P22WfzxBNPAMnJv+uuuw7TT7bOa+vbpd9ydfXVCIKA3qynYZ8Gfrn0l5stsRzsGuQPu/xB/vvGuTcm//3qRopqijZZ/pjfH8Pbd73NI6c9gs/ho6i2iAN+fgBqjZpHTnuEy964jIodKjZZb4cFO3DBCxfw9l1v8+atbwJQWFXInifvSUFpwZjeX9gb5qqKq4Y9d9KfT2Lliyv55R2/HJZJqNPpOO200/jNb37Dvffeu0kG0sZZh7m5uZhMprSU5qa6i9rtdnQ63ZR65Y0kAO6www785z//GfbcRB+HoVCIgYGBKbk3Ge24fPnll3G73TzyyCOy11ddXR133303J510krz84YcfzgEHHMB111034vYvvfRSqqurufvuu7nooovIycmhsrKSo48+mssvv3yT5VOC954/3ZP1H6zn5p1vRmfUcdAFB2GqGPuxv8fJe9D8UTO37XUbhiIDh/3mML585csRl9Wb9VzwwgW8ct0r/N/N/0dBWQEn3XWSXMa405E7EfaFWXLVElw2F3qznsOvO1z2EbPWWanZtYbetb1s/+Pt5e1q87QsuHoBfzv5b8SjcU666yR2P3F3LlxyIa/f9DovXPkCkihROruUw689fMTYtHotb9zyBv0b+oGk1+CCqxaw+wm7A8mmGbX1teyxxx588803HHnkkfK6fX19XHzxxXR1dZGXl8ehhx7K7373OwDOO+88Tj75ZCwWC9XV1axevZrbbruNO++8k0MOOQS73U5RURHz58/nlFNOGfPnng0IUrr71yooZBCSJOHxeLDb7SQSCaxWK8XFxVk1wJwKRFGkt7cXl8tFQUHBuFouj5dEIkFHRwfhcJiamhry8/O3vJKCwjQhGAzS09NDOBzGYrFQWlqaNt8QBYWtJRKJ0NzcTGFhIRUVm978K2wd0WiUtrY2BEGgoaEhq71Qt4UPgx/yVeQrRCa3I/Z04mD9weyUu5P8tyiKrFu3DrPZTHl5eRojGxuSJGGz2fB6vdO+mYwkScO6SKdjMix1DjebzVRWVk7pvt8NvMua6JqsO77/cck/MBQa+MkffjLl+z7McBh3XHgHFouFu+66a8r3n20od/kKCkMQBAGz2cysWbMoKirC6XSyYcMGPB7PVpUaTldUKhWVlZVUV1cTCARobm7G6x29Fn9bUKvV1NXVodfr6ejomLT9KChkEvF4nO7ubrmEoKGhgYqKCkUMU8hKcnNzKSsrY3BwMCM7xGUjsViM9vZ2IJmlMVPFMIBSTWnW3SynmxL1cE8/lUpFYWEhLpdrUsr9JppUtrROp6Ozs3NadyZ3OByEw+G0lUOnxMecnJy0+BOWaEqy7vh2tjlZ9doq9l24b1r2H2wPsmTJErk5hsLmUQQxBYURUKvVlJWV0dTUhE6nk317FC+r4ZhMJvkz6uzspLu7m0Ri9PbnW4tKpaKmpgaj0UhnZ6fsOaCgMN2QJAmXyyUL8eXl5TQ2NirlwgpZj8ViIT8/n+7u7ml98zoVxGIx2trakCRJaTzDpuKOwuYRELCqNy11LCwsRBRFPB5PGqIaP6mxoSRJdHZ2ZoWQN15CoRD9/f0UFxenLQvO4XAQCoWoqqpKy6Rcth3fz1/xPH866E/M/+V8ihuLp3z/L17xIgfufiC/+c1v0toVNptQSiYVFMaAz+ejt7eXaDRKUVERJSUlSqbGEFI38Xa7HbVaTWVl5aSUNkqSRE9PDy6Xi+LiYkpKShQfJYVpQzgcpqenh2AwiMlkory8fEZnfShMP2KxGM3Nzej1empqapTz91YQj8dpa2sjkUhQX19Pbm5uukNKO5Ik8aD7QWJsarivsClFqiLOMJ0x4mspobWhoWGKo9p6gsEgbW1tmM1mKioqps15RRRFWlpaEAQhbaWSoVCIlpYWiouL5U6FU01cirPIvQgJRbIYC5WaSk40jtzBVmFklAwxBYUxYDQaaWpqorS0FJfLxfr16xkcHFTKKL9DEAQsFgtNTU3k5OTQ3t5Ob2/vhM/WCYJARUUFpaWlOBwObDbbtJwRVJhZxONxenp6aG5uJpFIUFdXR3V1tSKGKUw7UubJPp9PyfTdChQxbGQEQaBEk11ZJOlChYoyzehlbxaLhWAwmFUVEXq9noqKClwuF4ODY+/AmS7Geu/Q19dHNBqlqqoqLWKYKIrYbDZ0Oh3FxVOf6ZRCI2iwqCxp2382oUJFqTo9wmU2owhiCgpjRKVSUVxczKxZszAajfT09NDS0qK0kh+CVqulvr5e9oppaWkhFApN6D4EQaC4uJjq6mq8Xi/t7e1K+Y1CViKKIg6Hg/Xr1+N2uyktLaWxsVFpHKEwrSkoKMBsNmO324lEIukOJ2uIx+Py9a6urk4RwzaiVF2KSrmt2SIi4mbFw4KCAjQaTVYIS0MpLCykqKiI3t5e/H7/lO+/paWFSy65hC+/THYt7O/vJxqNyq/fdNNN/OxnPwPG1u09EAgwMDBASUkJOp1ucoLeAkMFuXQ3FyvTlCnH9xjY0vGtMDLKL0tBYZzk5ORQVVUlp5O3trZis9mIxZRUfUhe6K1Wq5ze3dLSQl9f34Rn05lMJurr64lEIrS2tio3VgpZgyRJuN1uNmzYQF9fH2azmdmzZysdbRVmDOXl5ajVamw2m5JpPQYSiQTt7e3EYjHq6+vTdoOcyWSj8Xa62JwnU6q5lNvtzroM/LKyMgwGA11dXcPEqKmgsbGROXPmcM455/D1119TUlIie/vde++9vPfeezz44IPAljPEEokENpsNvV6P1bqp19tU4Pf7GRgYoLS0dErPN6P5ECvH99jJNs+1TEAZeSsobCV6vZ7GxkYqKirw+Xxs2LABh8ORdQOIyUKn09HY2EhxcTEOh4OWlpYJT8HX6/XDhEklW08h0wkGg7KIrtPpmDVrFhUVFUp5pMKMQq1WU11dTSgUwuFwpDucjGaoGFZXV6eIYaNQqalEYHp4R00mOeRQJBRtdhmLxZJV5vopBEGguroalUpFR0fHpDR5GorNZhuWjXbppZfys5/9jNdee41oNEoikaC3txebzcYjjzxCbm4uoihuMUPMbreTSCTS1lUykUjQ3d2NwWCgqGjzv5WJxOv1smbNGtasWUN7ezt2ux2Px0MkEqFSXTllcWQzekGPWWVOdxhZhyKIKShsAynvrNmzZ1NYWEhfXx/Nzc34fD5l1pvk55MqA5MkiZaWFpxO54R+Nrm5uTQ0NJCbm0tbW1vWDeAUZgbRaJTOzk5aW1uRJIm6ujpqa2uVsieFGYter6e4uJj+/n5lMmMUEokEHR0dRCIR6urq0tZlLhvIV+VTn1OviGKbQZAEyn3lrF+7nra2Nrl74MZjMq1WS35+ftaVTQJoNBpqa2uJxWJ0d3dP2li8ra2Niy++mP7+fgB5Mnzvvfdm9erVfP3116jVakpLS7n55puZO3cuoihuMQs85a9YVlaWtvFBb29vWgS5VEZdIpHA7/fjdDrp6upiw4YN9K7tpUJdoRzfm0FAYOfcnadNU4mpRBHEFBQmALVaTXl5uWwq39HRQWtrqyKMfUdeXh6NjY1YLBbsdjttbW0Tms6u0Wioq6ujoKCArq4uHA6H8rkrZASJRAK73c6GDRsIBoNUVlYqPmEKCt9RUlJCXl6e0iBlBERRpKOjg3A4rIhhY2Tn3J2VTnSbQRIk9rXuS2lpKYIg0N/fT0tLC2vXrqWzs5PBwUF5bGaxWAiFQhPuAzsV6HQ6qqqq8Hq9k5KBKooi5513HvPnz5erFFJC1w9+8AMOOOAAzjvvPL7++mtUKpV87G5JDIvH43R3d5Ofn09hYeGExz0WPB4Pbreb8vJyWaCaCiRJQpKkUT+j/Px8dtHtohzfW2CH3B3SHUJWotRoKChMIDqdjrq6Ovx+Pw6Hg46ODvLy8iguLsZoNM5o1V6lUlFeXk5BQQE2m43m5mZKS0uxWCwT8rmoVCqqqqrQarWyEeh0ar+tkF1IksTg4CD9/f2IokhxcTFWq1XxCFNQGIIgCFRVVdHc3Exvby+VlUpZDAwXw2pra9Hr9ekOKSuo1lRToCrAK3rTHUrGISBQrammVF8KerBarYiiSCgUwu/34/f76enpAZJeuQaDAZVKhcPhoLq6OuvGUgUFBZSUlNDf349Op6OgoGDCtr1w4UJMJhOXXXYZALfeeis9PT309/fz+OOPc/HFF5NIJFi2bBnbb7/9mK/7qe7s6SqVjMVi9PT0yI1PpmJ/fr+fQCCA3+8ftUFWaWlp8veKiE7QEZaypwPqVCEgMCtnFgaVId2hZCXKyFxBYYIRBAGj0Uh9fT11dXUIgkBnZyctLS14PJ4Zn7lkMBhoamrCbDbT29tLa2vrhM1Apko0KysrcblcU+IhoaAwFEmScLlcyRT/3l6MRiOzZ8+mpKREEcMUFEYgNzeXsrIyXC4XXq8iZIiiSGdnJ8FgkNraWgwG5QZnrAiCwC65u6Q7jIxEQmLn3J2HPadSqTAYDLK1xXbbbUdNTQ1Go5FQKIQoirKvU3t7O319ffh8vqzp7F1cXCxPwk6Eh23q8/D5fGi1WlavXs2ZZ57J//73Pw455BB8Ph977rkn0WiU2bNn89Zbb425HNzj8eDxeKioqCAnJ2ebYx0vkiRhs9kQBGFSJpMTiQSBQACHw0FnZyfr1q1j3bp1dHd3Ew6HMZvN1NbWUlVVNWy9iooKiouLEQQBtaBmp9ydlLLJEZCQ2Em3U7rDyFoEaabfnSsoTAGBQID+/n4CgQC5ubmUlJRQUFCQdTNuE00wGKS7u5tIJILVap1Q0cDv99PZ2UlOTg61tbVTmvq9dSSAtcAXwHog9N0jDEiADsj77t96YHdgRyDT39fMQJIkPB6P3GrdaDROeXcmBYVsRZIkWQRqbGzMgvP12HnwwQfx+XxcffXVW1xWFEW6urrw+/3U1tYqpdVbQVgM86jnURIok2FDMQgGfmb6GSph7GOsUChES0sLRqMRSZIIhULyJKNWqyUvLw+9Xk9eXh46nS4jJ31EUaS1tZVEIkFjY+M2NbBxuVzo9Xpyc3O59tpr+ec//0ltbS1vvfWWvMyxxx7L4sWLKSoqore3l/Ly8i1uNxaL0dzcjMFgSFs2Xl9fHw6Hg7q6um0+70iSRDgclktug8Gg3AlepVKh0+nk343BYBj2nSQSCdasWQNATU3NJpl9PtHH457HldLJjShUFXJmwZkz/r5ya1FKJhUUpgCDwUB9fb08O9LV1UVubi7FxcWYTKYZewLT6/U0NTXhdDrp7++XZ8eMRuM2bzs/P5+GhgbZz622tjaDPFiGil8rgU+B1STFL4Chs4Opi/7Q30jsu381JEWxvUgKZIpINtVIkoTX66W/v59IJEJ+fj7V1dUZ9FtTUMh8hpZOdnV1UV9fn5E31+Plpptu4u9//zsAZrOZn//856MuO1QMq6mpUcSwrUSn0jFHO4c10TXKTfN3pMy2xyOGQdL/1Wg0EovFaGxsBJINYoYKHV6vF0mSEAQBnU43TCTTarVpH9+qVCpqampoaWmhq6tLrtwYL1988QWXXnopZrMZl8vF7373O4qLiznssMPkZb755hs6Ojrwer0UFRVRVla2xe1KkiSXqqbL5iNl81JSUjLu844kScRiMfn3kPptpPJtUuJXUVGRLCZu7j2q1WoqKyvJzc0dsVTcqDJSn1NPW6xNOb6HsItul7Qfa9mMIogpKEwhBoMBg8FAMBjE4XBgs9no7++nuLgYs9k8I09mgiDIae09PT10dHRgMpkoLy/fppk8SF6IGxoa6OzspK2tjaqqqgn1kRg/PcCjwCKg77vncvhe4Eqx8d+jEQe+Ar4G/vbdcwXA+cCFQNM2xKqwOSRJwufz0d/fTzgcxmAwUFlZqXj9KChsJWq1mpqaGlpbW7Hb7VRUVKQ7pG3i97//PYsWLWLVqlWEw2GOP/54CgsLOemkkzZZNpFIyBlyqZI1ha1nd93urI2uVW6Yv0MraNkxd8etWrewsJDOzk5CoZAsaOTm5soeU6IoytlAwWAQv98vd6dUq9Xk5eUNE8m2dVy3NWi1Wmpqamhra6Onp2fcwpPX6+X888/n17/+NaeddhqXXXYZJ554IjfffLN8nurv7+eSSy7hl7/8JfX19bJIuCXcbjc+n4+ampq0fDaxWIyuri7y8/MpLi7e4vLxeFwWvVLfeSprMCcnB71eT0FBgfy9b83ExpYaCuyp25PWWOu4tzsdERDQC3rmauemO5SsRimZVFBII6FQiP7+fnw+Hzk5ObIwNh1mxrcGSZJwu93Y7XYkSaKsrIzCwsJtFgpTM+8+n4/y8nKKioomKOKxIAEfAA8Ar3z392R3U1OTzEI7FLgUOPK75xS2FUmS8Pv99Pf3yzcIpaWlis+PgsIEMTAwQG9vL9XV1ZhMpnSHs9W8/vrr3HDDDdx///0ccMABrFy5kn/+859cffXVwwQvSZJob28nFAopnmETyOehz/k4/HG6w8gIDjcczmzt7K1aV5IkNmzYQF5eHtXV1WNaZ6hoksoaGlpqmRLVtFqt/LdGo5n0SWGXy0V3dzclJSWUlJSMeb2PPvqIxYsX89hjjwHg8/k45ZRTaG5u5uyzz+b6669n4cKFFBYWcs8994x5u9FolObmZgoKCjbxzpoKJEmSu743NTUNE+REUSQajcqP1PeZ6kKabrFzeXA5X0S+mLL9ZTLH5h9LbU5tusPIahRBTEEhAwiFQjgcDrxeryKMkRxM2e123G43er2eioqKbfZikiQJu93OwMCAnMo+uYMvP/AE8FdgA8mE3Kk2ok0JYxXAxSQzx7Y8A6gwMikhLBgMkpeXJwthMzGzU0FhskiZO/t8PhobG8nNzU13SGOmpaWFmpoa2RT73Xff5aabbuKll16itLQUr9e7SZayJEkEg0FUKpVSaj2BiJLIc77ncCacMzZTTECgIaeBo/KP2qbtpETq2bNnb5W/X6qsLiWORSIRIpEIsdj32fCCIMji2FChTKvVTqhY1t/fT39/P5WVlVvMRErxxRdfcMghh/DCCy+wYMEC7r//fux2O0ceeSSXXHIJS5cuJZFIUFpaKr/fLcWbEsJTYpRaPfWTlj09PQwODlJSUoIgCEQiEVkAG9o4QaVSySWMKREs3eWwcSnO096n8YreGX18b6/dnkMNh6Y7lKxHEcQUFDKIcDiMw+HA4/Gg0WgoLi6msLBwxgpjqTbgsVgMq9VKcXHxNn8WqYGd0Wikurp6kj7bd4CFQO93f2fCaVYFGEmWa54KSpeeMSFJkuz9FwgE0Ol0lJaWkp+frwhhCgqTRCKRoKWlBUEQaGxszJpr4OWXX47H4+Hxxx8HkuVQ5513Hn/961+HlYD29PRgsVjkiZ6xllcpjI+BxAD/8P4DcdKzsjOTXCGXswrOQq/atlJ+URRZt24dZrN5TCbx49luLBYbJsSk/n9jsWwkoWxrxLKUZ5fL5aK2tnbM5cn33Xcfv//97znooIPo7u7mmWeeobGxkRNOOIE777xT9lgb67GcGotOhIn95ojH48MyvVKPcDiMKH5/XKREr9TnOvSzVqvVGXl+6o338oLvhXSHkRZSpZJnms4kV8ieSaNMRRHEFBQykEgkgsPhwO12o9FosFqtWCyWrLkpmEhEUcThcOB0OsnJyaGiomKbBw9erxebzUZubu6w2fxtxwv8GniEpACVaYNwgaQ4dwxJz7EtG77OVFJm+U6nk1AohE6no6SkBKPRmJEDQwWF6UY4HKalpQWTyZSWcqKtQRRFjjjiCH74wx9y4YUX8v7773P11VezbNkyuYvyH//4R/r6+jAYDNx6663K+WSSmcmlk9tSKrkxfX19DAwMMGfOnCnJZtq4ZG+oaDZULFOpVLJ4k5OTg1qtHvbQaDTy/6tUKgRBkLvaBgIB6uvrx5yZ2drais/no6SkhPLycj777DPOO+88li5dOi6hMBKJ0NzcTGFh4VZ5JUqSRCKRGPGxsQCWKlWFZJljSkT0+/1otVoqKirkktVsZCaXTiqlkhOHIogpKGQwQ4UxtVotC2PpSK1ON+FwmJ6eHoLBIGazmbKysm26gIdCITo6OgAmqANlKiusDzK+3bsGMKBki22KKIq43W6cTifRaBSDwYDValUywhQU0kDK82c85U3pQhRFVCoVLpeLk046ibKyMj744AMee+wxdthhB958803ee+89gsEgv/vd78jNzWWHHXZId9jTnplYOjlRpZJDicfjrFu3jpKSkjGZr08mo4ll8XhcFoZGu71NiWQqlYpIJIIkSZjNZrRarSycabVaOXtztOv+119/zRlnnMGNN97ICSecIB//W0KSJFpbW4nH4zQ2Nm5W3Boqcg39e2hm18ZoNJoRM+lS7y/lG5bqHJqtQliKmVg6qZRKTjyKIKagkAVEo1FZGBMEAbPZPKzcYqYgSRIulwu73Q5AaWkpFotlq4WKWCxGZ2cn4XCYyspKuWtSal8w+mDoezI9K2w0lGyxoSQSCQYHBxkYGCAej1NQUIDValW6RioopJnu7m7cbjcNDQ0Z77E19Ka4v7+fFStWkEgkuO666zj//POpqqrilFNO4d///jcvvfQS3d3d1NXV8Ze//CW9gU9zBhIDPOd9jgSJaX/TLCCgE3ScUXDGNpdKbkx3dzc+n4/Zs2dndMWCJEmIorhZUSkejxOPxwkGg0iShEqlGiY0abVaamtrR/XKev/99+nt7eXUU08dcf+hUIi2trZNSijHctutUqk2yXQbyyOVAbc57HY7TqeThoaGaTO+scftvOh7cUaURgsI5KvyOb3gdKVUcgJRBDEFhSwiGo3icrlwuVzE43H0ej2FhYWYTKaMHpxMNPF4nL6+PlwuF7m5uZSVlW11m3pRFOnp6cHtdmO1WiktLZX9a4xG4xbS2TuBg4EOMj8rbDQ0gAl4F9glvaGkgVgsxsDAAIODg/JMsdVqzSojbwWF6YwoirS2tiKKIo2NjRmfIS2KIsFgkCOPPJLdd9+dcDjMRRddxLx58wAIBAKceeaZ1NXV8bOf/YxbbrmF0tJS7r333jRHPr3pinXxqv/VaX3TLCCQI+RwsvFkitQT3007HA7T3NycFRmbYyUSidDa2opWq6Wurm6TjC2dTjcunzJJkpAkCY/Hs0kmVywWw+l0YjAYKCgoGFXYmqxsdK/XS2dnJ2VlZVit1knZR7poibbwRuCNaS14p8TuU4ynYFJnbwfmTEQRxBQUspCUv9Hg4CCBQAC1Wo3ZbKawsHBGZY2FQiF6e3sJBoMYjUbKysq2SsiQJImBgQHsdjsGg0Hu+gUwZ86cUTzG1pEUwxxMfffIiUYN5AFLgX3THMvUEIlEcDqdctalxWKhqKhoAv3kFBQUJopIJEJLSwv5+flUV1dnRfny//3f/3HAAQeQm5uLTqcjkUigVqtZuXIlv/jFL3jvvfcwGo309/dz8skn8/jjj1NXV5cV7y2biEajBAIBBgcH8Rg9LM9ZPi1vmgUE1Kg50XgipZrSSdtPR0eH3BlxuvxWg8EgbW1t5OfnU1NTMynvKyXsS5KUlkYh0WiUlpYW9Hr9pL3HdLM2spalwaXpDmNSEBDQClpOMp40KWL3TCe7C4dnGpIEvkEY7AGPA+IxSMQgEU++ptaAOif5b74ZiirAXAqqzJ5NVRg/giBgMpkwmUxEIhE5a2xgYAC9Xo/FYqGgoGDaZ43l5eVRX1+P1+vFbrfT3NxMUVERxcXF48oiEAQBq9WKTqejvb192GsDAwOUlW1cTriKpBjmI/vFMEhmtwWB+cBrwI/SG84kkRI6BwYG8Hq9aDQaSkpKZqwvn4JCtpCbm0tlZSVdXV0MDg5SVJT5NwRHHTXcvyl1jkllnKSuz93d3dTX11NSUiIbfk/Hm9WpIh6P4/P5CAQC+P1+4vHvr9FFmiIWmBewNLB0WoliKTHs2PxjJ1UMA7BarbS1teH3+7c6Mz/TSIlEHR0d9Pb2Ul5ePuHHYF9fH5FIhIaGhikfm4uiSFdXFyqViqqqqml7fpmbO5cYMf4d/He6Q5lQBARyyOG4/OMUMWySUASxTGWo+DXQDU4bOLshHk2+Lqi+98Eeek1P2QJJ36XpqlRJUcxaDdZKRSSbhqRKBktKSvD5fAwODmKz2eSsMYvFMq3Lv1LioNFoxOl0yl5rpaWlmM3mcV34hw6cUwwODm4ksKUyw7xkb5nkSIhAFDiaZPnk/ukNZwJJGeUPDg4SDoflzkpms3nai8YKCtMFk8lEMBjEbreTl5eXNf43KYHryiuv5PLLL2fHHXfk2GOP5corr0SlUvHyyy9zzDHHYDAYALDZbFRXV6c56uzFbrfjdrtHfK2iooKcnBxyyJHLq7JdGBMQUIkqDlMfRmVO5aTvT6/Xk5eXh9PpnDaCGCBbZPT09JCTkzOhjQM8Hg8DAwOUl5enxQexr6+PcDhMfX39tJ/8m5c7jxxyeDv4dtYf2/B9meQJxhMUMWwSUUomM41IEJr/C2tWQMCdfE5QfS9wbS1Dt6HRwuw9YfYPwDS9asgVkkQiEQYHB3G73SQSCQwGA4WFhTMiaywajdLX14fH40Gn01FRUTGmG6dYLMb69etHNDwtLS39bnDUCezN9CiTHA0VyfLJD4Fd0xzLtpE6DlwuF6IoYjQasVgsSsdIBYUsRRRF2tra5A5t2dQh7bLLLqOlpYU33ngDgBdeeIHTTz+dk08+mWeeeQaAq6++mrvuuov33nuPgw8+OJ3hZi3hcJiWlpZNruUFBQXU1NTIf3fFunjN/1pWG+2nbpb3C+yH5JKorq7GZJp8byGPx0NXVxeNjY0Z3+hivPT19eFwOKiqqhrWaGlriUajNDc3p63cO+UbVl5enhWZtRNFa7Q160VvAQGDYOBE44mKZ9gkowhimYLTBms/hbZVIIow2QdvSiAra4Dt9oGqOUrW2DREFEXZaywYDKJWqyksLKSwsHBaZ41B0ri4t7eXcDiMyWSirKxss/5QiUSCnp4eAoHAJpligiAwd245avWeJEWx6SqGpVADBcCXQG2aYxkfkiTh9/sZHBzE5/PJv3mLxYJWq013eAoKCttIygsnLy+P2trarBK3zzzzTPr6+pAkiZ6eHg477DD+/Oc/A3DGGWewYsUKLr30Ul566SUWLVokG/ErjB1Jkujt7WVwcHDY8/X19XIWXgpXwsXSwFL6En1TGeKEUa+pZ75hPnpBL3djnSghZ3NIksT69evR6/XTLptRkiS6u7vxeDzU1taSn5+/1dsaKuA3NTVNeXZWusW4dNMf6+ft4NsMiAPpDmWrmJ0zmx/qf0ieanqJzpmIIoilk0Qc2lbDmo9hsHdiMsHGiyAkyzPz8mHO3snMsbytP/krZC7hcFj2GhNFEYPBIHuNTdeLpCRJuN1u7HY7oihSXFyM1WrdYpZcqhV3KBTC6/USjUbZbru7UKmeYnqVSW4ODcmyyX/zfX125pJIJHC5XAwODhKNRtHpdBQVFc24DqwKCjMBv99Pe3s7RUVFlJeXpzscmdSQeuNr6lBfsC+++ILc3FxUKhXbb789AK+99hrHHnssX3zxBbvuuiuPPfYYixYt4r333puSjJ/pgiiK9Pb24nK5MBgMBAIBIGktMZoJvCiJfBX5io9CH2VFNknKT+hg/cHM0c6R31NKyJkqUWxgYIDe3l5mz5497SabJEmio6ODYDBIfX39VmfBpYTZ+vr6KS/xTiQSw0z8p3up5FDi8TgDAwM4HA40Wg2eag+fhj8FyIrjO1fI5VD9oTRqG9MdzoxBEcTShaMLPnwRfAN8b/yVbgTQ5MBeR0PjrkmxTGHaIYoiHo+HwcFBQqEQGo1G9hqbboOaFIlEAofDwcDAABqNhrKyMlkIlCSJ9vZ29Ho9paWjmdEuBQ6bypAziIeAC9IdxKiEw2EGBgZwu91IkoTJZKKoqIi8vLxpK/QqKCh8f0NeWVlJYWFhusMhHo/T0dFBSUnJiGXZG5vlx+NxEokEWq0WQRC45557WLp0Ka+++io6nY6PP/6YpqYmSkpKpvqtZCXxeJzOzk5CoRDl5eVYLBZ6e3sZGBigoqICi8Wy2fWzJVsslRVmUBk2eW2oKDbZx0UikWDdunUUFhZmlCg9USQSCTm7q6GhYdzj41SpYllZGVbr1NrTSJJEZ2cngUCAhoaGGdN9fmj38JS8YTKZqK6uxhF3sDSwNOOzxZSssPSgCGJTTSIGX70HX3/4fXZWJlIxC/Y9DgzKzOR0JhwOy15joiiSn58vG9RnkzfLWIlEItjtdnw+H3l5eZSVlRGLxbDZbADU1dWNkB7vAeYC/SSN52caecC3QF2a4/ieRCKBx+PB5XLJoq7FYqGwsHCzZbEKCgrTh1TZodvtpq6ubpNyuKkkEonQ0dFBIpGgtrZ2TNkgy5Yto6WlhXPOOUd+7tRTT+Xoo4/mtNNOm8xwpx3hcJiOjg5EUaSmpkb+LUiSRCAQwGAwjGmCJFOzxUbLChuJ1HHhcrkmXRSz2+0MDg4yZ86caZmBFIvFaG1tRRAE6uvrxzy+SJUqGgwGampqpnxyLuWDVlNTQ0FBwZTuOx0kEgm6urrw+/2bvDb0M0hICVaGV2ZctpiSFZZ+FEFsKpGzwgbJjIywzSCoQK1RssVmCKmsMZfLRTAYBMBgMFBQUEBBQcG0Exn8fj92u51wOCxniQGo1WpmzZq1kRh4LvAkM6dUcmMyo3QydWPjdrvxeDxIkkR+fr7cLELJBlNQmHmIokh7ezuRSITGxsa0ZDkHAgE6OztRq9XU1dWNOYbOzk5+/OMfc9ddd3HUUUcRDAY555xzWLhwIYcffvgkRz198Hg8dHd3o9VqqampmZDfgDvhZlVkFV9HviaeJs9QAQEJCZ2gY6fcndgpd6cRs8JGYqpEsVQzotLS0inPgpoqotEora2tqNVq6uvrtzhZLEkSra2taWv8kWp48H0zqOlPJBKhubl5xKZYc+fO3eQ7GEwM8mX4S9ZE15BI09g+dXzrBT075+7MvNx5SlZYGlEEsakgW7LCRkPJFptRxGIxvF4vXq9X9t/Q6/WyODZdyiqHlhYMxWg0DpnRm8mlkhuTntLJaDSK2+3G5XIRi8XQarUUFhZiNpunnVCroKAwfuLxOC0tLfIN61Rmqng8Hmw2G3l5edTU1Iz55lcURVQqFZ9//jnnnHMOJ510EvF4nNdff51Fixax7777TnLk2c9QvzCTyURlZeWE+0VGpSjro+v5Mvwlg+KgfBM7maT2YYqY2NO4J3P1c1EL4/9ND20uMJaS0a3FZrPh9/uZPXv2tPXrjEQitLa2kpOTs8VzjN1ux+l00tDQMOW+YaFQiNbWVgoKCqiqqppRE4WhUIj29nYSie8FrpycHObMmTPqOhEpwtrIWr6KfIVbdE/p8V2lqWKX3F2oz6lHJUzP4yabUASxySYcgLcfA1cfGZ8VNhqCKukt9qNzoHh6dZNR2DzxeByfz4fX68Xv9yNJEjqdThbHcnNzs/aCK4oi69atG3bxTJH0fNACc5i5pZIbkwesYSq6Tqa6o7pcLgKBACqVioKCAgoLC9Hr9Vn7m1NQUJgcwuEwra2tU9ZNTZIknE4nfX19Wy3GpESx5cuX88EHHxAIBDjwwAM57DBlEmZLhMNhurq6iEajlJeXU1hYOKnfuSRJ9CZ6WR1ezYbYBkREhO8yprf1BnrodjRo2D53e3bM2ZGBlgGMRiOVlZXbFvcki2LhcJjm5uaM8fKbLMLhMG1tbWi1Wurq6kYUxXw+Hx0dHWnxDYvH4zQ3N8ui3XQVJ0cjFovR0tJCIpGQM8XMZjNVVVVbXFeSJGxxG6sjq2mJtSAhTZg4NvT4ziGHHXN3ZF7uPArV0/dYyUYUQWwyCXhg6WLwu6a+e+REIwig0sD8M6FcqW+eiSQSCfx+P16vF5/PhyiKaLVaWRzLNhPzVFr5aGy33VLU6qvIWiF7wtEAvwDunZStS5JEKBTC5XLh8XgQRRG9Xi+XRE5HfxIFBYWJI2ViXVxcvJkGKdvOUJGhuLiYkpKSrLr2ZTOSJOFyuejt7UWr1VJdXT3lhuFhMYw9Yac/3o89bqcv0UdQSlpNCENsBTa+mRa++2+oN5lRMFKmKaNEU0KpupRSTSlaIZmF39/fj8PhYM6cOdtUdjf091peXk5RUdFWb2s02tvb5RLB6XwshEIh2tra0Ol01NXVDROdUk0d1Gr1lPuGiaJIW1sbsViMxsbGGZc9P7QBQn19PQ6HA7fbvVUicFAMYo/b6U/00xfvw56wE5bCwPiP7wJVAeWackrUJZSoSyjVlJIjzKzvJltQBLHJwjsASx+FkD/7xTAZAVQC/PA0qN4u3cEopBFRFAkEAnJpZSKRQKPRyOLYWA1s04koivh8PiRJQpIkRFFEkiQSiQTxeJSKioMQhHYUQWwoBqDvu38nhkgkgsfjwePxEIlE0Gg0cklkbm7uhO1HQUFh+uNwOOjr66O6uhqTaeJtHhKJBDabDZ/PN+EZNxt3oVQYTiKRoKenB4/HI3c2zJQsmIAYoD/RT3+8H6/oJS7FSZAgJsUQENAImuQDDWa1Wb5B1qlGF/NSXRyLioq2WeCVJAm73c7AwMCkiLh+v5/29vZRGhNNL4LBoNyZvKamZpPfYCrzc6pI2X94PB7q6+unvEwz3UiSREdHB8FgkPr6evLy8uQJ1omaqPeLfvrj/fQnksd3QkqMenxb1BZK1CUUa4rJFZQxbLagCGKTQcADbz40zcSwIQgqOPRsqGhKdyQKGYAkSQSDQbxeLx6Ph3g8jlqtxmg0YjKZMBgMGTNoHTvvAj9KdxAZysPA+du0hZQI5vV6CYfDckmkyWQiPz9fuSlUUFDYKiRJwmaz4fV6aWhoIC9v4kyKY7EYHR0dRKNRqqurMRqNE7Zthc0TCoXo7OwkkUhQWVk5KWJnJtLb24vb7Wb27NnbnCUtSRIDAwPY7XbMZjOVlZUTdq2VJImWlhY0Gg11dXUTss1MJhQKIQgCOp0u7UK20+nEbrdP+5LVkRjqBTwTxFiFyUMRxCaacCAphvnd01MMA5KZYmpYcC6U1KQ7GIUMQpIkwuGwLHZEo1FUKhVGo5GCggLy8/OzpPTtWOANSFN3qcxFAHYAVjPejpPRaFQWTVODyaEiWPaJpgoKCpnIZJQPhcNhOjo6kCSJ2traCRXaFEYnJeL09fWh0+moqqqaUZnD0WiU9evXT2ipo9vtpru7G4PBQHV19YSNydxuNzabjaampikvY00H6RbC4HvPMqvVSllZWVpjSQf9/f309/fPSDFQYWJRBLGJJBGDN/+WNNCftmJYCiFptH/UL8A0M9r6KowPSZKIRCJyWWU4HEYQBPR6PQaDAYPBQF5eXgYKITagBqVUcnN8DOyzxaVisZhcDpkSwVKZg0ajMQO/ewUFhelAymB5Igym/X4/nZ2daLVaamtrZ5w/T7qIx+N0d3fj8/nkssGZeM3o6uoiGAwye/bsCRNghv6m6+rqtsmjLIUkSaxfvx6DwTAmI3OFbSMSidDS0oJer6e2tjbt4txU43K56O7upqSkhJKSknSHo5DlKILYRPLFUvj6Q2bMjbSgAks5HHEhzMBBisL4SGUIBQIBAoEAoigiCAJ5eXkYDAb0ej16vT4DMsh+C9wKbNp9UgGS5vqnAE+P+Go8HpdFsGAwiCAI5OfnyyJY+r9fBQWFmUAoFKK1tZWCggKqqqq26obR5XLR09Mj+wUp56+pIRAI0NXVhSRJVFVVzejy1FAoREtLC1VVVZjN5gndbkdHB4IgUFdXNyGZd6nyvTlz5sw44TgWi/HWW29x9NFHT7o4lUgkaGlpQRAEGhoaZtx5KZUZV1hYSEVFxYwTAxUmHkUQmygcXclSyZnI7ofBjgekOwqFLCKVPZYSx4LBIPF4sjxRp9PJGWR6vX5CZi7HThwoB5xTuM9sRAP0Asm24qlMQJ/PRzCY7LaVEsGUDpEKCgrpItVNuLS0lOLisWezD+3Mp9x0TR2SJMndFVOZRjNNWBmJtrY2EonEhHdxjEajtLe3k0gkqK2t3WZD9lQjgFTTg5lCyrvwt7/9LaWlpdx+++2Tuq+UiXxjY+OMKiGG7zt9GgyGKe/mqTB9UQSxiSARg9fuA98gzMSPU6WCoy8Fs5KyqrB1SJJENBqVxbFAIEAsFgMgNzdXFscMBsMkD46/BHabxO1PHyKRf+ByHYzP5yMSiciZYAUFBRiNxikWMhUUFBRGpq+vD4fDQU1NDQUFBVtcPh6P09nZSSgUory8fEI7SSqMTiwWk8sDS0pKKC4uVm52vyPVxbG2tnbCs+WG/t5ramq2eft9fX04nU5mz5497cXMjTtK/vznP+fRRx/F7XaP6VyzNdjtdpxO54w0kY9Go7S2tk5IKbyCwlCUO5aJ4Kt/g3eQGVMquTESsHyJUjqpsNUIgkBubi65ubnyzUc0GpXFsUAgwODgIABarXaYD1lOTs64Bs2bN0L9YlvfyoxAkjR4PP/B5doFo9FIaWmpYoyvoKCQkZSUlBCJROjq6qK+vn6zWTCpMjKAuro6DAbDVIU5o/F6vXR3dyMIAvX19crnvhEpz9X+/v4J78Sc6gzZ1dVFR0cHFRUV2yQCW61WBgYGcDqd0zZLzO12Yzab5THPU089xR133EFVVRVLliyZtKYbLpcLp9NJWVnZjBPD4vE47e3tqFQqamtrlfGmwoSiZIhtKzO5VHJjlNJJhUkkHo8PyyALh8NAcjA3NIMsNzd31MGiJEls2LCB3NxcKisrR8hiughYDMQm9b1kO5IkkEgcjFr9rjKDr6CgkPGIokh7ezuRSISGhoYRy4xSfmE6nY6ampq0ZbcMDg5yzz33IIoixx57LHvuuWdGdLSbDERRpK+vj4GBAYxG4yjXZQX43jdpsjKDhpYJb2uGXqrsdTpmiSUSCY466igWL16M0+nk0ksvxePxcNFFF3HKKadMqM/bUAKBAO3t7ZhMJiorK6fl+WA0xnL+VlDYFpSrzraQiMPyF0EQZmap5MZ8+TZUz1W6TipMChqNBpPJhMlkApKDkqEZZB6PBwC1Wk1eXh55eXnodDp0Oh1arRZBEIjH40SjUaLRKM3NzVRXV280E/0Jihi2ZQRBQqP5b7rDUFBQUBgTqayC1tZW2tvbaWhokG/UJUnCbrczMDCA2WymoqIibdkHHR0dHH300ey7775st912nHzyyTz55JMceOCBaYlnMkll7UUiEcrKyigqKppRN/njJT8/X84SMxgME/5ZCYJAeXk5Go2G/v5+YrHYVnvnFRUV4XQ6cTgcVFRUTGic6USSJNRqNT/60Y+oqalh9uzZnHTSSZx77rnU1NQAm5ZRTgThcJiOjg70ev2M8zNM+bOFQiHq6+sVMUxhUlAyxLaFli+TpYIKSQQVNOwM+5+Y7kgUZiCiKA7LHguFQrJRv0qlIjc3F41Gg8/nG7ZecXExJSUlCEIMyEcRxMZDB1CT7iAUFBQUxkTKg0aj0VBfX48kSXR1dREIBGS/sHTebP7973/nq6++4u677wbg5ptv5rPPPuPhhx+eVsKC2+2mp6cHjUZDdXX1pJWYTTe8Xi+dnZ2T7h/lcrno7u7GaDRSXV29VQLPdM4SA9hxxx0599xzueKKK0gkEps0D9qwYQNFRUXb7EEYi8VoaWmRz1kzqUmRJEl0d3fjdrvH7AGpoLA1KAW428KaFcDMUem3iCRC2yoIB9MdicIMRKVSkZ+fT2lpKbW1tcydO5e5c+dSV1dHSUkJWq1W7oA4FIfDwbp164hGv0QRw8aL4rmmoKCQPWi1Wurq6ohGo7S1tdHc3Ew4HKa+vn7KM5QWL17MqaeeynPPPUdLSwsAvb29fPnll/Iyl19+OV6vl88++2zK4ppMEokENpsNm82G0WiksbFREcPGgdFoRKfT4XA4JnU/hYWF1NbWEggEaGtrkycXx0NRUREqlWrSY51qRFEE4L777uPJJ58EkpUJH374Ia+99hp/+9vf2H///fnzn//MrbfeKq+3NfkniUSC9vZ2BEGgtrZ2xolhvb29uN1uqqqqFDFMYVJRBLGtZaA7+ZipRvqjIUrQrNwkK0w++fn5wx45OTnstNNOw5bRaDTk5+djtVqprq4edkE955xz2G233fjBD37AXnvtxfz5p/PFdz/d999PVkLn54PRCLW1cO218N04CICbbgKNJrlMQQHsuCM888yW4160CKqrk+vsthusXr3ldQQBvvoq+f9PPAG77DL6sgMDcNllyZjz86GuDhYuhPXrt7yfzfHJJ7BgAVitYLHAggUC33771rBlPvroI3beeWf0ej277LILK1askF/r7u5mv/32w2w2c/bZZ8uDSoDbb7+dG2+8cdsCVFBQUBgDOp2OoqIiwuEwoijS0NAwZSbuiUSC5cuXs8MOO/Duu+8yf/583nrrLa655hoAjjvuONrb27HZbAAUFBSwxx578NprrwFbd1OdCUiShNvtZv369Xi9XiorK6mqqppRN/gTgSAIlJSUyFYRk4nRaJTF49bWVqLR6LjWV6vVWK1WXC7XuNfNZFLZcpWVlZSWlvLwww9zyCGHcOONN7Jq1Sq++eYb/vjHP3L11Vdz/vnnD1t3PMevKIp0dHQQj8epra2dlll2m6Ovr4/BwUEqKiomzZdNQSGFIohtLWs/TZYIKmyEBGtXJLPFFBQmEb/fP+yx3Xbb8dOf/nSz66SM+FNcc8018mz1HnuY+clPvn/NZAK/H3w++Ne/kkLUE08M395RRyWX8Xjgllu2LDy1tMCll8LzzyfX+fvfk/uZKDwe2Hdf6OiApUvB600KaXvtBW+9tcXVN4vLBeecA83NYLfDD34gcdhhT5NIJICkEfRRRx3FJZdcgsvl4uKLL+aoo47C7XYDcOutt3LAAQdgt9vZsGEDr7zyCgCtra0899xz3HDDDdsWoIKCgsIWSGUdOBwO9Ho9oigyODg4JULTW2+9xdVXX01JSQk33ngjzz77LOeddx5nnnkmoVCInp4eampq2Hfffbnvvvvk9U488UQ+/PBDgKz0DopGo3R0dGCz2TAYDMyaNYvCwsKsfC+ZQCpLrL+/f9L3pdfraWhoAJLX6lAoNK71LRZLVmeJSZI06rmhs7OTBQsWoNVqufrqq3n//fe58sor+etf/8qOO+7Iiy++yJ///GfuuecewuEwgiAgCMKYzjVDfbNqamrQ6XQT/dYymv7+frmb5raWnCoojAVF0dkaoiFo/UoRfUYj4IGe5nRHoTCD+Oyzz/j2229ZuHDhZpfLz8/HZDJRXV2NXq/HYrFgsVgwGo2ce24T3d3JDKuN2W472H9/5AyyjREEOPZYMJth1arR969WJx/19cl1dtwxmck1UfzlL6BSwUsvwdy5yf83m+Gii+CXv0wu88wzMGtWMvOtshL+8Iexbfvww+GnP01uT6uFq66Crq4QHR0dALzyyitUVlZy/vnnk5uby/nnn09ZWdkw4evggw9Gp9Nx4IEHyiVCF110Effcc49ilKqgoDCpxONx2tvbGRgYoKysjPr6esrLyxkYGMDpdE76/j0eD8XFxZSWlnLCCSfIkwl9fX0IgkBFRQU6nY4LLriAhx9+WD5HNjc3c+yxx2ZddpgkSTgcDjZs2EAkEqGmpiat3TunC4IgUFxcLHfdnmxyc3PlJhRtbW34/f4xr5vKEnO73VmZJeZwOIjH4yMee4ceeihXXnklCxcu5LDDDgOQM01/85vfsHr1aurq6lizZg1XXHEFkDwmYrHYZo/lVJMPr9c7QuOn6c/AwAD9/f2UlJRgtVrTHY7CDEERxLaG5i9BTKQ7isxFUMGaT9IdhcIMYvHixRx++OFbNB0uLS2luroak8k0bHY6GAzy6KP/o7YWioo2Xe9//4Nly2D27JG3m0jAiy8mxbTRlgEoLoamJjjmmGTG1USzdCmceGKylHMkAoFkFtvixcnMt2++ge/GcePmgw/AbNbInZVWr17NLhvVcu6yyy6s/q4mdN68ebz77ruEQiE+/PBD5s2bxzPPPENFRQUHH3zw1gWhoKCgMAbC4TAtLS2Ew2Hq6uqwWq0IgkBRURHFxcX09fXhmsCT8tNPP83q1auHiQB2ux2n04nJZCInJ0cuF1y5ciXz5s0DkmVSBx54IGeffTbXX389++67L7fffjsHHXRQVmVUBYNBWlpa6Ovrw2Kx0NTUpHgATSAFBQXk5uZOSZYYJO0n6urq0Ov1tLe3y5nfYyFbvcS8Xi/9/f0Eg8FxHXstLS10d3fzhz/8geuuu46HH36Y5cuX09nZiSAIaLVaBgYGhtlGDGVgYICBgQHKy8tn3DHjcrno7e3FarVSXFyc7nAUZhCKIDZepO9KAhVGRxKhex34J+GOX0FhIwKBAM899xznnXfeuNe99tprMZvNNDQ0sHbtIK+99v0p0eNJZkPl5cFOO8ERRyQzrYbyxhvJZXQ6OO00eOAB2Hnn0ff3058mxbCf/AR++EPo60s+v2QJ7L33uMPfBIcjmfW1OXJyYM2aZDml2Qx77jn+/XR2wgUXwJ//XIXmO/XN7/dv4vNgNpvlrp7XXnstPT097LXXXhxyyCHstdde3Hbbbdx111387ne/48ADD+Sss87C6/WOPyAFBQWFUXC5XLS0tKBWq2lsbNykO19JSQlms5nu7u5NuhCPlzfffJOddtqJJ598khtvvJGf//zncjbI/Pnz+eCDD+RlRVHE6XSyYsUKzjjjjGHbufPOO/njH//INddcw7fffstRRx21TXFNFYlEgt7eXlpbWwFobGykvLxc8QqbYFJZYn6/f0qyxCCZ7VVbW4vZbMZms+FwOMaUtahSqSguLs4qL7FwOIzNZqOgoGCLolQqEzLlg1pUVERXVxdF382udnV1seOOOxKJROTlTSYTNpttE1HM7XZjt9spLi6W158peDweuru7sVgslJaWZtUEgEL2owhi4yXgBt9guqPIDnpb0h3BjCcYDLJ27Vo+//xzuru70x3OpPDiiy+i1+s58sgjx73ubbfdJg9A/vWvHzLUk99kArc76RH28MOwfDlsbJ9x5JHJZdxuOOss+Pe/R9/X+vVJL7Lf/hZuuCEpih14INhsyeyzH/1o3OFvgtUKm/uaDQZ4/XX45z+Txv777w//+c/49mGzwfz5cMkl8LOfFcrP5+fn4/F4hi3r8XgwGo1AsmvVM888w+rVq/nDH/7AVVddxTXXXMPnn3/ORx99xPvvv09DQwO33Xbb+AJSUFBQGIFUR8Pu7m5MJhMNDQ1otdpNlhMEgcrKSoxGI11dXeP2SXI6nfI6X3zxBWeccQbvvPMOixYtYu3atTz11FNEo1GKi4vZY489WP+d0aRKpeLTTz9l1113Zc6cOdx4442ccsopRCIRtFotjY2NHHPMMQCjZpNkEl6vlw0bNjA4OEhZWZnSQXKSMZlMaLXaKc28Sh0rqazK3t7eMYliFosFjUYzZRlt20I8HqejowOtVktlZeUWhZmUOPniiy/y4YcfYjabOf/88+XJvl/84hcUFhbS1NQkL6/RaMjNzaWjo0M+tv1+P93d3ZjNZkpKSib9fWYSXq+Xrq4uTCYT5eXlihimMOUogth4GZieosKEI6hgoCfdUWQ0kiTh8/no7e2lvb19WLlGX18fzz77LHfddRfvvffeJus+8cQTPPfcc0DSq2CnnXZi3rx5/OIXv5C7U4XDYe6++25OOukkfvGLX3DjjTeybt06ed/ThUcffZSzzz5bzlTaenSMdEpUq+H882H77ZOdJUfCYID77oOPPkqKTSMRiyW7VKa6l998Mxx3XFKUeumlpMC0rSxYkNzW5jqkz58Pb74JTiecdFLS+2ys91o2Gxx8MJxxBlx3HcD33hY77bQTX6VaYX7HV199JZcCDeWDDz7AZrNxxhlnsGrVKvbcc09UKhX77LMPqzZnwqagoKAwBlIlkl6vl6qqKqqqquTucCMhCALV1dXk5ubS3t4uZ3NsjqVLl3LMMcdw7LHH8vOf/5xwOMx7770nl45XVlZy8skns2zZMjo6OvD7/Xi9XsrKyuRtPPzww/zjH/9g7733xuv1cuedd47op7i52NNNLBajs7OTzs5OdDods2bNkktSFSaPVMdJn883bhF3W/dbWlpKRUUFg4ODtLW1EYvFNruOSqWSvcTGcmylC0mS6OrqQhRFampqxpTZmBK0rrvuOq699lqWLl3K/Pnz5cm/vLw8br/99mHHQ+q7i8VitLe3EwgE6OzsxGAwjEmEm074/X66urooKCigqqpqRr13hcwhc6+wmcpAj9JdcixIIji70h1FRvPWW2+x3377cfTRR3PSSSfxu9/9ju7ubhKJBI8++iiPP/44LS0tLFq0iGeeeUZer62tjS+//BKr1cpTTz3F6tWr+fjjj3nvvfeIx+Nce+21ALz88sssW7aMTz/9lM8//xyz2cwtt9ySrrc7Kaxbt46PP/6Yc889dwK2lgeMfiG+8UZ46KHRM7D0erjyyuRyI+mN222XLKc891zo74doNJkh5nQmPb/Go1FKEoTDwx+iCFdckfQzO/nkZEaaKCZLPx95BO69N1mi+corSf8wjQYKCob7jdXVbdpJM0VPT1IMO+UU+N3vUs9+L4gdd9xx2Gw2Fi9eTDQaZfHixfT29nLccccN204kEuGKK67gwQcfBKChoYFly5YRiUR49913aWxsHPsHoaCgoDAESZIYHBykpaUFlUpFY2PjJqXco6FSqaitrUWtVtPR0UF8MzMLK1as4JZbbuHEE09k+fLlvPHGG/znP/9h9uzZPP/88/Jyxx9/vNxZt6mpiW+//Za2tjYgmcFtNpu5+uqrWbZsGffeey/19fVZM2ElSRIDAwNs2LCBQCBAdXU1tbW1I2bhKUwO6cgSS2GxWGhoaCAajdLc3LxFs/1Ullgme4nZ7Xb5tzzW33FKrD7rrLM44YQTeOqpp7jiiivo7e3lnXfe4YUXXqC3t5f777+fhx56SM4QFQSBhoYGwuEwbW1t5OTkUF1dPaMEoWAwKAuBihimkE4UZWe8OG1Kd8mx4upTmg9shjlz5vCPf/yDlStXsnz5cnw+Hw888ADffPMNb7/9Nk8++SQPPvgg8+fP5/HHH5dnob799lscDgeHHnoo7e3tOJ1O8vPzKSkpwWAwyIP/VMq3Xq8H4IADDpDLQabLRWfx4sUccMABzJo1a5PXLrzwQi688MJxbG3zba332CMpYP3xj6Mvc+GFScHsxRc3fU2lSnqO6XQwb17SvP/OO+G115JC02GHJcWrsbB6ddLbbOhj2bJkmefHHyd9xA49NNlJcqedkplrRx6ZFMjuvTdZLmkyJT3PlixJxhaJJMW50bzMHnkEmpuTnSzz81OPd/nwww+B5GD39ddf595778VkMvHXv/6V119/ncLCwmHbue222zj55JPlVu7HH3889fX1lJSUsGLFClnQVVBQUBgPiUSCrq4uenp6KCwspKGhYdzda1Pm4aIo0t7ePmqp4jPPPMNuu+3GWWedBcCJJ55IfX09F1xwAS+88IK8Xl1dHSqViv/9738A/PjHP2blypUA5OXl8eSTT3L99deTl5eHKIpIkpQV1+dwOExrayu9vb2YTCZmz569SbMahcknVa7n9XoJh8NTvn+9Xk9TUxM6nY729vbN+oqlvMQyNUvM5XLJZvYb+wxuidR7vuKKK3j66ad56qmn+Oyzz5g/fz5r1qzh3HPP5dVXX2XdunWccsop8vlBrVbLY/Sh25kJBAIB2tvb0el01NTUZHQWrML0Z1trjGYWkgROpWRyzIgJcDvAUrblZWcgQzNhcnJyKCsrIxKJ0Nvbi9frpby8HIDddtuNpUuX8uWXX7L77rszODgoz1yfc8459Pb2YjabycvLY5dddmHJkiVA8kKb8m+CpGCh0+mw2+3U19dP4TudPO68885RX3vooYc2u+7777+/0TN1QFLA/eEPk75gG7N06ff/P1L5ZH5+stPkaJSXw1NPbfr8IYdsLtLh2WMLFyYfo1FUlCzfvO++kV/f5G1/xyefwNFHw9y5I7/+u98NzQwDyAEuBg6Qn9l///3lrpKjcdNGH5xarebpp5/e7DoKCgoKmyMYDNLV1UUikZA7CW8tWq2W2tpa2tra6OjooK6ubhOh5/DDD+eiiy4iHA7LGa6dnZ3cfPPNzJs3j5tuuombb74ZgO222w6VSkUikRh2bU9tUxRFVCpVVtwQiqKIw+HA4XCQm5tLfX09BoNhyysqTBpms5n+/n76+/vlrs9TSUpE7u/vp6+vj2AwSFVV1YjlhoWFhTgcDvr7+6murp7yWEcjGAzKQrrFYhn3+hufH1Jl0YlEgn//+9/MmjWLxx9/HIDzzjuPP/7xj7IJf3FxMRaLhZ6eHtra2qirqyMnJ2cb31FmEwgE6OjoQKfTUVtbmxXnPoXpjfILHIX8/Hx5Rk8m4IbY1M7A3PTKMo69d8mU7nOsPPHhana58dHNLzROz7ULL7yQ3/zmN6O+fvnll7Nwc2pAlpGaDVqxYgUff/wxJ5988iat3w0GA1qtlmAwSCwWo7u7m3322QeA3t5euru7+eyzz1i1ahW77LILJ598MpCcfR7aGttgMODxeBST21HZHZi52Z8HHQTPPjueNWLAHpMUjYKCgsKWkSQJp9NJW1sbGo2GpqambRLDUuTl5VFXV0coFMLr9W6SuXHkkUfy9ttv09vbywMPPEBrays/+tGP+Otf/8oVV1zBsmXLuOyyyzjnnHN49dVXOeaYY1Cr1TQ1NW0yIZUtN4N+v5/m5macTiclJSU0NjYqYlgGkO4ssVQMpaWl1NTUEAgEaG5uHtHXLJUl5vF40hbrxqQ88PLy8ibM0P3tt99m7dq1qNVqWlpaZEN9SFZr+P1+ORvUYDBQUFBAfX09oijS2tqaNd04twa/3097e7t8jlU60CpkAtlxFR6FSy+9lOrqagoKCqisrOTyyy8f10mkrq6OV199dcTX/H7/pmbQiqH++BBU4/7MHnroIe64445JCijzEASB9vZ2/vSnP7Hffvux1157kZeXN6z1u06nw+fzYTKZ6O3tZeXKlZx00kkkEgk++ugjioqKmD17NiUlJRx33HGycX5TUxMtLd93+vT5fLhcLsrKymZUWvbY2YUsPyWmgd3THYCCgsIMJR6P09nZid1ux2KxUF9fP6H+VXq9ntra2lE749ntdsLhMId8l+L7q1/9ijfffJPdd9+d5557jrKyMrbffntWrlzJnDlz5GW22267CYtxKojH49hsNtrb22XRsaSkJGuEvJmA2WwmJycn7V0cCwoKaGpqQq1W09rauskELySzxHJycjLCS0wURTo7OwEmtGzvww8/lCsYLrzwQj777DP++c9/8vzzz/PAAw9w0EEHbSK8pTIuBUGgtbU1YwTDicTn89HR0YHBYFAywxQyiqz+Jf7iF79g7dq1eL1eVq1axapVqzZbQrXNeJyKof54kERwj/3ivDkD2+nK4OAgt9xyCzU1Ndx6660A8kxST0+yS6fH42H9+vXstNNOOJ1Ourq6qKqqQpIk9Ho9n3/+uby99evXyxeYHXfckVmzZvHQQw+xcuVKlixZwvHHHz/F7zCbMABNW1xKIUUeMDvdQSgoKMxAUlkowWCQmpoaysvLJ+XmymAwUF5ePmKWWFVVFevWrZOvwX/729845JBDKCgo4P/ZO+/4qMq0DV9nWsqUzEwmvTdEQYoVK/beFd217LKWVdeGva5tWRdX1s/e0LWgWNa6ithREEUXRVRQICGkTdokmUyv53x/jDOCtASSzCR5L375JczMOeeZds773u/z3E9+fj433XQT1157LUajcYteZKmMoij09PSwdu1a3G43hYWFVFRU9NuXTTD4qFQqcnNzcblcQ9pxcnPodDoqKysxm820tLTQ3Ny80ec/VbLEFEWhpaWFQCBAWVnZAHQq/5VbbrmFxYsX8+GHHzJmzBjOOeccZsyYwTnnnMNxxx3HMcccs9ntdDodFRUVaDQa1q1bt81GBcMJt9tNY2MjBoNBeIYJUo5h7SG24SqboiioVCrWrl07IPuWJInly5czadIkbr/9dpYtW0aeJsJ/3l9IXpaef55+CCfvHlvxC0ei3PrGIl74ciX+cJhDdi7nobOPIMcUSyWXpt/FfWcexiOffEt7r5cjd63kielHk5UZM/FeVt/KFS98yMqWTgotBv56wv78fsq4TWK6ct6H9HgDPHPB8YnbZr3zBZ+tbmTB1b/jwx/rufqlj6h39JKp03DK7jvx6B+PBuDsx9/ik58a8ARC1ORZmf27Qzh45/LEfj78sZ5bXv+M1a1dZOg0XH74ntx43L7bvA/gb299zoMfLUOS4MZj92XGkXsBsLyhjcvufolVZ16HWq3msMMO46GHHiI7OxuAgw46iL322ovvvvuOJUuW8NJLL/Haa69hNpu57777AFi0aBGXXHIJ9fX1HHHEEZsYdNfV1TFjxgyWLl1KZmYmF1xwATfddNOwONH6fD5uuOEG1qxZw5tvvsm3335LWloaNTU1nHPOOVx99dUceOCBLF26lLPPPhuA2tpa9tgjVqam0Wg45ZRTWLZsGRMmTECj0WAymXjppZcAKCkpYfbs2Vx++eU8//zzTJ48OeFpIoxvt8QUYB0w+sTZ/jOZYb6mIhAIhhnxEsn29nYyMzMpLi4e9K6GBoMBn8+3yXWzurqaM888k5tvvpmmpibGjx/Ptddei81m2yheSZKGxZgkjqIoeDwe2tvbCQQCZGVlUVBQMKCCgWDgMZvNOBwO2traNut7N5SoVCqKiorIzMzEbrcTCAQoLS1NfFfNZnPCSywZvmcAXV1d9Pb2UlxcvF1WIltqgCHLMmlpafztb3/j8ccf595772XhwoVMmzaNv/zlLwnLky1tr9VqqaiooKmpiYaGBoqKivrcKTdVcblcNDU1YTAYKCkpGVbnQ8HoYNhf3WbNmsXMmTPxer1kZ2cPWrnde++9x8PXXszjJ+3Ogu/WMu3h11l515+pyrXwj/lf8M6KWj6/+Rys+gzO//d8znr8v3xw7e8T28/94kcWXn8WmTotpz/yBjPmfcTT5x+H0xvgqH+9xG0n7s9FB5/FF7XNHPt/r1CabWK/mo0NJ887cCL7zHyOh845EkN67KLyzOff87dTpgLwxyff5u5pB3POfrviDYZY0fhrdtahu5Tz8DlHkqnTct8H/+O0h95g/ey/YMxIY3lDGyc+8B/mXnACJ0yuwRcK85M95gy+tfsAVtodnKPT0vJ/l7FkbTOHz36R4yfXUJVrQSVJzDrnOPa+Zjbd3d1MmzaNG264gTlz5iS2f+aZZ3jnnXfYc889CQQCvPbaa4n7enp6OOGEE7j77rs577zzWLBgAaeddhq//33sdfX5fBx66KHMmDGD1157jba2No455hgKCgo477zzBuqtHzTWrFnDk08+yX777cfxxx+fMCZ99tlnueqqq7jnnntYsWIF48aN4+qrr8blcvHMM89s5LFms9m49957cbvd6PV6MjMzNxq07rzzznz44YfJeHrDlN0BYfC+bbTAXskOQiAQjCIikQhNTU14vV5ycnLIzc0dskl/ZmYm0WgUlUq10THvuusuGhoakCSJsrKyTbYbbotPXq83YYyemZlJZWXlRl3wBKlL3MersbERj8ezUVOlZGGxWEhPT6epqYna2lqKi4sxmUyJLLG4WJaevvUu3wON2+2mra0Nm822XWJTvBHG5kStuNjzu9/9jtNOO41Vq1aRk5OTaKYRZ2vnBrVaTVlZWSLDLhwOY7PZht35BGJVLk1NTZhMJkpKSoblcxCMfIa9RHvDDTfg8XhYtWoVF110UaKzx0AzZswYLjzxcDRqFcdPruHgnct4celKICZ23XL8fpRmZ2FI13Hv7w/jw5X12Ht+9YG67pgpFFqMmPXp/O2UA5m3dCWyrDB/RS05xkwuO3xPtBo1U8eWceaUcTz7+Q+bxDC+OJddCm28+r+fAfiytplOt58TJtcAoFWrqO3oodPlRZ+mY9+a4sS2fzpgIlmZ6Wg1aq49ZgqyovB9c0wwe+LT5fxu7104dc+xaDVqsjLTmVJdtM37AGyGDK4+em+0GjUH7VxGuS2L7xraAZhYmsf+Y0rQarXk5eVx1VVXbdLZ78wzz2SvvfZCkqRNVmjeeecdCgsLufDCC9FoNBx//PEJrw6A+fPnY7FYmDFjBjqdjtLSUq644grmzZvXvzc3SUyaNAlZllm8eDFLlizhs88+49lnnwXAaDRy55138thjj3HddbEMO71ez2WXXcbee++90X4MBgMFBQWYTKbNruDKspxo5y7YFqPbWL/vCEN9gUAwdLjdbmprawkEApSXl5OXlzfkEyu1Wr3JMSVJory8nLKysmF9nQ0EAjQ0NFBfX48sy5SVlVFRUSHEsGGG0WgkMzOT9vb2lPksZmRkJBowxD3/FEVJeIkNte9ZMBhMZCvl5eVt1z7ioteCBQuIRqObfYyiKGg0GiZMmEBBQUG/y6YlSaKoqIicnBza29tpbW1Nmfe0r8TFsKysLCGGCVKaYS+Ixdl5552ZOHHioHUgjK38KfDLuagsO4uWXwSv5m435bZfuxoVWoykadQ0byCIlWVnbfR3KBKl0+2luWfjbQEqc8wbbbsh5x4wgWc+/x6IZYedtc840rQxEeSNy07jx+ZOdrrxcSbf+hSvfL0KAFlWuPnVT6m5/lFMF83GfPG/6PUHcLhjPgMNXS5q8jbfZnhr9wHkmTbuMKTXaXEHYo0Natu7OXHW0xQWFmIymTj77LNxOBwbPX5rqdJ2u32TFdcN/79+/Xp+/PFHzGZz4ufqq6+mra1ti/tMRRRFSYhWG14wN7wdYoPxo48+ut8rafF27uJC1BcmE/PGEmyb/ZIdgEAgGOHIsozdbqehoYG0tDSqq6sxGAxJjWlLk9LheJ0NhUI0NzcnxMbi4mKqqqowGo3D7rkIYiJKfn4+gUCA3t7eZIeTQK1WU1paSl5eHg6Hg/Xr1xONRofc9ywajdLY2IhGo9lugWbNmjVAzNJl9uzZW9zHljLH+kM866+wsJDu7m4aGxuHjR+h0+mkqakJs9lMcXGxOJ8IUpoRI4hBrHXuQHmI/ZaGhgZQa+GX73Njt4siSywdudhqZL3j1wtPm9NDMBKl2PJrunJD16/3N3a70GnU5Bj1FFs23hZgvaN3o2035PdTxrFsfSurWjp5+auf+NMBExL37Vaez2uXnYrjwSv56wn7ceZjb9He62He0pXMW7qS+VeeTu+jV+N89GqyMtITg7qybBO17Zt2gtnWfdviomffo8hmYdWqVbhcLp5//vlNBpJbu0AUFhbGXvcNiHeDgZhH1u67747T6Uz8uFwuVq5cuV3xJou4v0j8Z3O3CwaWuNi4KZnAdEZANfkgogYOB8qTHIdAIBjJxI3ze3p6KCgooLy8HK1Wm+ywRsTELhKJ0Nraytq1a/F4PBQUFFBTU4PZbB4Rz280k5mZidFopL29PaXEE0mSyMnJoby8nGAwSG1tLVqtFp1ONyRZYoqiJMoPy8rKUKvV27Wfjz/+mLKyMg455BBOOOGEIRmjW61WysrK8Hg81NfXp3wTsp6eHpqbm7FYLBQVFYlziiDlGbYzbY/Hw9NPP43T6URRFH744QdmzpzJkUce2a/9hMNhAoFA4icUCm32cWvWrGHOWx8QicrM/66WT1at54y9dgHg7H3Gc9c7X9DU5cITCHHVSx9x2LhyCjcQte5Z8BX2HjdOb4BbX1/E7/beBZVK4piJVXS4fDzy8TdEojKLVzfywtKV/GG/XTcbhykjjVP3GMuZj71FRY6ZyWWxEtFQJMrcJT/Q4/WjUkmYfzHs16hVuPxBdBo1NkMmoUiUO99ajDsQTOzzgqmTefGrlbzxzWoiUZleX4CltS3bvG9buPxBjJkZmEwmmpqauOeee/q0XZxjjz2WlpYW5syZQyQSYf78+XzyySeJ+4877jja29t55JFHCAQCRKNRVq9evUlZpkDwW9rb21m1ahU//fQT69ato6Wlhc7OTnp6eggGz0WY6m+NKHBZsoMQCAQjFFmWaWtro76+HrVaTXV1NdnZ2Sk9qRoupUzRaJSOjg7WrFlDT08POTk5jBkzhuzsbLH4NoLIy8sjHA7T3d2d7FA2wWAwUFVVhU6nY/369WRkZOB2uwe9o2JHRwdut5uSkpId6pR68cUXs3jxYqZNm8a9997Ls88+SyQS6ZP4uCNCltFopKKiglAoxLp167Y4X002DoeDlpYWrFYrhYWFKX3eFgjiDNurnyRJzJs3L5HafeKJJ3LssccmuhMCHH300dx1111b3c/pp59ORkZG4ueII47Y7OOOOuoolq5cjfXi2Vwx70Oev/AEavJjpYQ3HrcvR46vZJ+Zz1J+zcOEIzLP//mEjbY/e59xHHz3C5Rd8zDGdB33n3k4ABZ9BguuPoPnv/yR7Ev/jz8/s4BH/3AU+48p2SSGOOcdOJEVTR0bZYcBzFu6kurrHsN40Wwue/4D5l10ItmGTP64/66MK7JRds3DVF77CBlaLcUWU2K73crzee3SU/n720uwXnIvO9/0BJ+tbtzmfdvi3t8fxjvLVmIymTjxxBM59dRT+7RdHKvVyltvvcX999+P2WzmySef5KyzzkrcbzAY+Oijj/j4448pLy8nOzubM888c9iVTAqGnnino2g0is/no6enh/b2dlpaWqirywT2JZYJJdiUQmDzLcMFAoFgR/D7/dTV1dHV1UVeXh6VlZU7NHkdChRFIRAIpLQoJssyXV1drFmzhs7OTiwWC2PGjCE3N1cIYSOQ9PR0LBYLnZ2dW/S4SibxToo2m43e3l7UavWgemT19vbS2dlJXl7eDjcbkGWZ0tJSXnzxRRYuXMjzzz/P+++/v9XvUfw92LDKZXuIN7oAqKurG7JS076gKAptbW20tbUlmggIMUwwXJCUVL6Cpwi333473333HW/OvhWWvLbtDX6DNP0ult9xHpPKts+88bc0dvVSc/1j2O+7jGxDChueSiqonAj7n5bsSASCjfB6vdTX129yuyRJlJSUYDK9C/x+0w1HPSpgJnBjsgMRCAQjCEVR6OzspKOjg/T0dIqLi4e889z20t3djd1uJycnZ7tNugcLRVFwOp10dHQQDocxm83k5uYmFoUEI5dwOMyaNWuw2Wwp97nckN7eXpqbm1EUhdzcXHJzcwd0/z6fj/r6ekwm04B5WSmKgqIoqFQqDjroIGbNmsWee+65xTLM3t5efvrpJ6ZMmQL82qVye4lEIjQ0NBAMBikpKUl6R1FFUWhpacHpdFJQUEB2dnZS4xEI+oswyukP2UXbfswgE5Vl7p7/JafvuXNqi2EAipISr5lAoCgKfr8fl8uF2+0mGAxu8hiVSkV5efkvXbVOAaxA6pUbJBcVcF6ygxAIhid+D3S1gLsbomGIRmI/AGrNLz9aMGXHrp3p+q3vb4QQDAZpbm7G7/eTk5NDTk7OsMpaslqtRKNR2tvbkSRpwCf024OiKLjdbtrb2wkGg5hMJsrKyoaNyCjYcbRaLdnZ2TgcDqxWa0r4722OrKws0tPTqauro6OjA41Gg9W65WZe/SEYDNLQ0EBGRsaAellJkpTY1+ZsWiKRyEZdaWfPns3333/PW2+9BWyfwf6GaDQaKioqaGpqoqGhgcLCwgF7zfqLLMs0Njbi9XopLi7GbDYnJQ6BYEcQglh/yMoBlQbk5PgL1Xc6GX/zHCpysnj3qjOSEkP/UCC7MNlBCEYp4XAYj8eD1+vF4/EkBihGozHhr9Ha2gr8VgwD0AEXA7OIeWYJYpeLaUDyJ3sCQcoTF7+67LHfjqbYbXGkXyZE8flZPFdf2cCHJsMAtpKYOJZdGPudkdwOiwOJoih0d3fT1taGVqulsrJyg3Pw8CInJwdFUejo6EhkuiSrXMjr9dLe3o7P50Ov11NUVDRsX1fBjpGTk0NPTw8dHR0UFaXuAnVaWhqVlZXU1tZit9vxeDwUFhai0Wz/NDUSibB+/Xo0Gg2lpaVDIrIrioIkSdTW1vLSSy+h1+spLS1l9uzZvPnmm8Cm2WHxbfqLSqWitLSU1tZW7HY74XB4yM87G2aqlZWVJb0DsECwvYiSyf4y/1FwNCc7imGCBGfdChqRmi8YfCKRCF6vNyGAxQ1H09PT0ev1GI1G9Hp9YrAQiUT4+eefNyOGxWkBaoDU8WhILhKwDNgt2YEIBKlJKAB1y+HnpeByxG6LT062d6j12+1NNhg7Baomg274ZvuEQiFaWlrwer1YrVby8/OHVVbYlujs7KS9vZ3s7Gzy8/OHdHIaCARob2/H7XaTnp5OXl4eBoNB+PiMchwOB21tbdTU1KS8H19rayvd3d2JDKyCggKysrL6/RmORqOJboyVlZVJKRFuamrijjvuICsri/Hjx/OnP/1pE/Fre8WwDVEUBYfDQXt7O2azeci6OoZCIRoaGohEIpSXl5ORkTHoxxQIBgshiPWXr96B1V9tvIor2DwmG5x8ZbKjEIxQ4ob48SywQCAAxAzzDQYDer0evV6/1RVGp9NJenr6VspIHgcuGvjghxmKIhEKXYFOd6+YXPWTt99+G5vNxh577JGyJSuCHaS7NTYuqFv+awnkYKPWxESxnfYGa8HQHHMAiHtatba2olarKSoqGnFZBXFPMYvFMiRd1vx+Pw6Hg97eXnQ6HXl5eZhMJnGuFgCxjKS1a9eSkZFBaWlpssPZKtFolDVr1mAwGFAUBZfLhdFopLCwsM/XT0VRaGhowOfzUVFRkRShZsMssC35hcmyzNtvv80RRxwxIDE6nU5aWlrQ6/WUlJRs0c9sIAgEAqxfvx5JkigvL095oVUg2BZCEOsvtd9ul7H+qEMY6gsGGFmW8fl8iQyweHcdjUaTEMAMBsMAiw4KcAjwOZCcUulkoyhqIpES1qx5lfR0cyLrQLBturu7ufLKK1m/fj0ul4tJkybxxBNPCGFsJBCNQMNK+OnLWDmkpBr6hbL4MW0lsPM+UDYuJpSlKOFwGLvdjtvtxmw2U1BQMKiTtmTidDppbm4mKytrwIy8NyQuFnR1deHz+dBqteTk5GCxWIQQJtiEnp4eWlpahkVZcldXF62trVRVVREKhbDb7QDk5+djNpu3+vlWFAW73U5PTw/l5eVJHav0Jftr6tSpHHnkkdx00007bLQP4PF4aGpqQq1WU1ZWNihClc/no6GhAY1GQ3l5uRjPCEYEQhDrLz3t8N8Hkh1FyqMA3dX7EK3Zi8zMTDIyMkbswFcwOMSN8OMZYD6fD0VRUKvVCfFLr9ej0+kGeQLQAOzM6C2dlICleDy70N7ejt/vR6/Xk5eXl/ID62QTDAbx+XxYLBa6u7u55pprOPjggznnnHP4+uuvufXWW1Gr1Rx//PFceOGFYiI7XOhogMX/AU9PrKQx2cOoeAwGCxwwDXLLkhvPb1AUhd7e3oRnY1FRESaTKclRDT4ul4umpiYMBgMlJSUDUhIajUbp6emhq6uLcDhMZmYmNpsNo9Eozh+CLaIoCrW1tajVaioqKlL6sxKPNS64RKNRWltb6e3txWAwUFRUtEURpqOjI+GXZrFYBj3OHX0d3377bWbNmsVHH300YJlswWCQxsZGwuHwgHegdLvdNDY2kpGRQVlZmZjXCUYMqbuUmKpk5YAuA0KjdXLcNyQgmFWA0+FAlmOr5mlpaQlxLDMzk7S0tJS+KAuGFlmWCQQCiTJIn8+XWDGLCzAGgyEJn5sy4P8YnaWTKuBaYC8MBtDr9YnOZevWrUs0KBCdyzZPWlpawrvEarWiUqmora1l2bJl3HrrrUybNo3c3FyeeeYZdtppJw4++ODEtu3t7Wg0GtG+PJWIhGH5h7BqyY57gw0k8Ri8TljwBOyyP0w+DDTJX7kPBoO0trbi8XgwmUw7bJQ9nDCZTJSWltLY2EhDQwOlpaXbPYEMhUJ0dXXR09ODLMtkZWVhs9mEb4+gT0iSRH5+Pg0NDXg8ngEVSQaaDWN1u92YTCZKSkrIysrCbrezdu1a8vPzN8mGjDcPyM3NTZoY1heRbMNMMK1Wy+TJkwf0exxvUNDc3ExDQwN5eXnYbLYdHjfHS8GNRuOACfwCQaogMsS2h2/eh5WLU2MgnJJIYM2H4y9FURRCoRA+nw+fz4ff7094PalUqoQ4lp6eTlpamhDJRgGKohCJRAgEAgQCgcRnIm6CL0kSmZmZiQywjIyMFPhMjMbSSTVQCXwPbCx4xTM+Ojo6CIVCZGVlkZubK3wkfkMkEklM/h999FFefvll7rvvPmbPnk1JSQn/+Mc/ALj44ouRJIlHHnkEgObmZu677z6MRiO33XYbzz77LC0tLRx66KHsscceYlU2GSSywpz82hIyVZHAYE5qtljc6LmjowONRkNhYWFKT8IHE6/XS0NDA2lpaZSXl/f5+6soCj6fj66uLlwuF2q1GovFQnZ2tihTEvQbRVGor68nGo1SXV2dAuOqLaMoCuvXryccDlNTU5OINZ4t5nQ6MRgMFBYWotPpcLvdNDQ0YLVaKSgoGPLn5vf7Wb58Ofvuu2+fSh/j1/cHHniAadOmccsttwx4TPGut52dnWRlZVFUVLRdIpaiKLS1tdHV1ZW011cgGGyEILY9eHrgtdnJjiK12e9UqN58N7poNIrf78fv9ydEskgkJjJIkoROp9tIIEtPTx+CsjjBYKAoCsFgcBPxKxqNAjFRNG5qn5GRkXjfU3PlqQHYFfACI72phkRMEFsC7LXFRymKkliVjUQiWCwWcnJyktLRKVVpa2vjwQcf5O233+aBBx7ggAMOoLi4mAULFjBp0iQALr/8cmw2G9dccw2ZmZn89a9/RavVcs0113DDDTfgcDgoKiriyy+/ZPz48fzrX/9Cr9cDsQwcIUQOIr/NChsuQ6Z4rEnIFvP5fNjtdgKBANnZ2eTm5o56ETfuu6PVaikvL99qllx8waGrqwu/349OpyM7OxuLxZKi10bBcMHv91NXV0d+fj42my3Z4WyVeKwFBQWbZEq73W5aWlqQZRmr1UpXVxcGg4HS0tKkzBXq6+u5+uqreeihh8jJyUGr1W4xW0yWZR588EF+/PFHTj75ZI455phBja23t5fm5mbS09MpLS3tl5gejUZpbm7G7XZTUFCA1WoVczHBiGR05K0PNAYLFI0B+9rhMzgeSrRpUL7rFu9Wq9UYDIaNzC7jGUPBYDAhoHg8noRwIklSQiCLi2TxciRxck4NotHoJsJXMBgkrrlrtVrS09OxWq0J8Uur1Q6j968MeJ9YpliIkS+KvczWxDCIfS+tVitms5nu7m46Ozvp6ekhKyuLnJycUV1KKcsyCxcu5NlnnyUUCrFw4UKys7Npa2ujp6cnIYZBbHBfU1NDWloasizzzjvv8PTTT5OZmcm8efN49dVXOeiggwDYddddWbRoEUcffTSrVq3iscce46OPPqKqqoo777yTyZMnJ+cJj0R8Lvjg39DriP1/OF3v47GuWgItq+GIcyFzcH27otEo7e3tdHd3k56eTlVVlSjp+4XMzEwqKipYv3499fX1mzWjjkajdHd309XVRSQSQa/XU1ZWhsFgGEbXSUEqk5GRgdVqpaOjA7PZnNLlyxkZGZjN5kSsG4rqRqORmpoa7HY7DocDlUpFXl5e0r4nKpWKzMxMFEVBq9USCoUSC4PhcBiNRoMkSYnssSuuuCKxbXyMPFixZ2VlodPpaGxspK6ujtLS0j75v4ZCIRobGwmFQpSVlY3aDF/B6CB1z4Spztgp0LIm2VGkHpIENXv2ezU63ilwQ5EsXlq3oUgWDAZxu90JX7INhbINs8qEUDY4KIpCNBolHA4TCoUSAlggECAcDgO/vifp6elYLJZEBtjIyBDYB/gvcAyxsqlhNEHuF08Bp/T50SqVCpvNhsViwel04nA4qK2txWAwYLPZ0Ov1o+77+M9//pObbrqJadOm8fLLLyduX716NRUVFYn/t7S00N7eTnV1NQBPPfUUu+++e0IwmzVrFnfccQerVq1Cp9MhyzITJkwA4A9/+ANnnHEG77//Ps899xxz585l7NixQoQYCNzd8N6T4HczvL/nCri64N3H4MjzwWgdlKO4XC7sdjuyLJOfn092dvao+85vi/T09IQotm7dOioqKtDpdASDwYQ/GJDwBxvNCwqCwSM3N5fe3l7a2tooLi5OdjhbJS8vD5fLRWdnJ/n5+RvdF2+8FBf11q1bR15e3pBkMX377bcUFxeTm5sLQFlZGRqNhgcffJBZs2ah1WqJRqOo1Wree+89iouLcTgczJ8/n//7v/9LxDcQxvx9ISMjg6qqKhobG6mvr6ewsHCrPmvxjFaVSkVlZaU4FwlGPEIQ216KaiAzC3y9yY4ktVAU2GnrWSV9RZIktFotWq12i0JZXCQLBAKbFcp0Oh1arRaNRoNGo9nob7VaLQbsvyEudm3tZ8Mqa7VaTXp6OllZWQnha+T7wB0OvAKcTixLbKRlij0A/Gm7tlSr1WRnZ2O1Wunt7cXhcLB+/XrS09PJycnBZDKN8M/Grxx22GEEAgHWrFnDXnvthdvt5pFHHqGqqorJkyfzxRdfsO+++/LCCy8QCoU46qijWLx4MZ988knCT2ThwoW8+eabHHDAAXzyySesXr2a9957j6KiIpYtW0ZjYyPXXnstADNmzKCqqopbb71VCGI7Sk87fPAUBP2gjIDvtyKDz/2rKGbOHbBdh8Nh7HY7brcbo9FIQUGBKJneCmlpaQlRrK6ujrS0NHw+H2q1GpvNRnZ2dkpn7QiGPxqNhtzcXFpbW7FarSndLVqr1WKz2ejs7MRqtSbOLbIs09DQQDQapbKyEo1GQ3t7e6IbZVFR0aBYCTidTs477zzWrVtHeno6hx56KFdeeSXZ2dlceeWV3HvvvQlj//gisNfrZffdd+f888/n0Ucf3WgMNJTjoXjXztbWVlpaWggEAuTn528Sg9PppKWlhYyMDEpLS8X5SDAqEJ/y7UVSwc77xAz2h/Xq8QAiSZBfCabB7Yq2LaFsQ5EsHA4TDAaJRCKJ8ssN97M5oey3f48U4UyW5W2KXXFBMU78NYiXO8b/1mq16HS6EfPa9J+TgbeBk4Aww18Ui7+HTwLn7vjeJAmz2UxWVhYejweHw0FTU1NicDsavHD22GMP9thjj8T/16xZk/BYmzRpEueeey5ms5mCggKuvPJKJEnihRdeYOedd2bcuHHY7XbmzZvHgQceyHXXXQfA1VdfzcyZM3n88cf57LPP2HfffRP7b29vx2KxJDI1BduJqwvefxJCgZEhhsVRZAj64L05cMxFO3ydVhSF7u5u2tvbUalUlJSUjCrBe3uRZRmv14skSUSjUXw+Hzabjdzc3BF/ThSkDlarlZ6eHlpbW6msrEzp763NZqO7u5u2tjZKS0tRFIWmpiYCgQAVFRUJ4auwsBCTyURLSwu1tbXk5eUNeKbq/fffj16vZ/ny5Xz//fdcdtllWK1Wpk+fjl6v36Qa4uWXX+auu+7i3Xff5aijjgLok+n+YKFSqSgsLCQ9PZ3W1lYCgQAlJSVoNJoBM+EXCIYjQhDbEap3h+8XQjiY7EhSA0WBXacm7fAbCmWbq3WXZZlIJEIkEiEcDm/0OxKJ4PV6NyucARsJZVqtFpVKhUqlQpKkxM+G/9/afZv7/29RFAVZljf7s6X7trbN5p6XWq1OvF56vX4jsSv+k8qDpGTicDi4664PsNkO4aabFgEBYNPPzfBATUwQewk4dUD3LEkSRqMRo9GI3+/H4XDQ2tpKR0dHIpNspK4+KoqSyKZUqVSMGTMmcd91113HJZdcwldffUVVVRVlZWW8/PLLSJLEGWecAUB2djbfffcdhx12WGK77u7uxGr+t99+myidBPj666/ZZZddhCC2I3h7fxHD/MPLL6yvKEpM6Hv/yZgops/art0EAgFaWlrw+/1YLBby8/NHSEn84BEIBHA6nTidTiKRCAaDgdzcXBwOB93d3RiNxkSjDIFgsJEkiYKCAurr6+np6cFqHZxS6oEg7g/W0tKC1+ult7cXt9tNWVnZJtltBoOBmpoa2tvbaWtro7e3l+Li4h3KFguHwwm/P7fbzaGHHgrAhAkTmDFjBi+++CJjxozhuOOOY/369bz99ttMnz4dgBNOOIFp06ahUqk2Gg8kE0mSyM7OJi0tjaamJtatW0dxcTFdXV309vaSm5tLTk6OGP8LRhWiy+SOsm4FLH4l2VEkH0mCqt1gv777DqUqGwpnvxXN4n9Ho9HEhDcuRG0vGwpjG+6zL8SFtbhA99uf+H0bZnrFf5J9UR5uBINB5s+fzzPPPMP8+fORZZns7GwcjiXA2cCyZIe4HaiAcuAFYMqQHDEUCuFwOBJ+ORaLBZvNNqrKrH7rGyLLMieeeCJXXnklhxxySOL2J554gnnz5nHIIYdQWFjI3//+dx577DGOPPJIpkyZwqWXXsrZZ58NwAUXXIDZbOZvf/ub8PvYHkIBmP8IuHtGVmbY5pBUMS+xYy8GXd8/K7Is09HRgcPhIC0tjcLCQiHibIVQKERvby+9vb0EAgHUajVZWVlYrdbEdzQajdLY2IjP56O4uJisrO0TKQWC7aGpqQmPx8OYMWNSWtRWFIW6urrEWLywsHCbIp7X66WlpYVwOExubi42m63fIs/zzz/P3LlzE1ndzz33HCtWrOCdd95JPObqq6/G6/Xy2GOP8d///pdXXnmFp556irS0tMS1PplZYVsjFAqxfv16QqEQACUlJeIcJBiVjMyl+aGkYgKs/x6a14z8QfQWkSBdD3sObuvgoUKlUqHT6fo9Qf+tQLa5v7f1//jxtyZu/TY7TTC4eL1err32Wl544QVcLhcqlSohgF588cXATsBS4F7gZmIl1JGkxds31MTKPK8C7gSGznNKp9NRWFhIbm5uoqNad3d3wkh6NPhfbfi9VRQFlUrF22+/vYkQft5551FdXc0XX3zBZ599xrx589hnn30AOPHEE/nxxx8BaG5u5r333uPFF18UYtj28r93Y0b6o2GNUJHB3RV7zn1cxHK73djtdiKRSGJymYoTvGQTjUYTIli8NNJoNJKbm4vBYNjkNVOr1ZSVldHS0kJTUxPhcFg0JBAMGfn5+axdu5aOjg4KCgqSHc4WkSQJg8GAw+HAaDT2KaNNr9dTXV1Ne3s77e3tuFwuCgoK+uSZpigK11xzDcuWLePWW29l+fLlHHvssTzxxBM8/PDDvPXWW5x44okAXHjhhUyZMoWZM2dSWlqK0WjE5/Nt5KebqufKaDSKLMuJBfl4Z3hx/hGMNkSG2EDgd8Mb/ze6SycPmx5rNCAQjDB++uknxo8fv9kswG+//ZbJkydv+GjgD6R2tlg8K+x5Yl0zk4ssy/T09OBwOAiHw+j1emw2GwaDQQzKtkJ7eztnnnkmzc3N5OXlcfLJJ3PllVcmO6zhScsa+OjZZEeRHLZx7Q6FQrS2tuJ2u9Hr9RQWFg6KWfVwRpZlPB4PTqcTt9uNoijo9XrMZjMmk6lPmTeKotDe3o7D4cBqtVJQUCDOf4IhobOzM9HpOFUXVDweDw0NDQnf2pqamn6JTD6fD7vdTiAQwGQykZ+fv9VF797eXqZPn85zzz2XsGAZP348kyZNIj8/n3//+9+sXLmSgoICgsEgv/vd73jhhRfw+/3ccccdzJo1K6WbFUDMgqG1tZX09HRKSkpwOp10dHRgMpkoKipK6YxBgWCgEYLYQDFaSydHUKmkQLAl3n77bU455RQikV8zv/Lz87Hb7ZuZtERJzWwxDbHYrmaos8L6gqIoifbqgUCA9PR0bDYbWVlZo3piGM8e3VJGqMfjobm5mbFjxyYhuhFAKABv/h/4vYy6BjnSL9ndJ125SemkLMs4HA46OztRq9UUFBQI0/wNUBQl4WfU29uLLMukp6cnmonEPYf6S3d3N3a7HaPRSElJScpmlghGDrIsU1tbi1arpby8POW+44FAgHXr1pGZmUl+fn7CMD8nJ6df+1EUBafTSXt7O9FolOzsbHJycrYo/FRXV3PTTTdx7rmxRkOXXnopCxcu5M4772TRokWsXLmSsWPHsmjRIqZOncp99903LEQkWZZpbW2lp6cHi8VCQUFB4jzjcrlobm5GrVZTWlo6KjL2BQIQgtjAoSiw8HloXj06Si4AkCBj84NpgWAk8f3337P//vvj8XgSpavnnXcejz322Fa2Wg38k5g/V+iX25JxblARM80/GbgW2CsJMfSd+ETT4XDg8XjQarVkZ2djNptHrAH/9hC/dKfa5GXYseR1qPt2FF23f8NvFrUURcHtdtPa2kokEtnmpHG0ETfH7+3tTZhtx0WwgcqucbvdNDY2kp6eTllZmTjvCQYdt9tNQ0NDynlIhUIh1q1bh0ajoaKiArVanRBzxowZs13fjbjY73A4kCSJ0tJSMjMzN7mWzps3jwsvvJDrr7+e+fPnc/bZZ6PRaHj++edZvHgxy5Yt45NPPmH33XdPGO2nOqFQiMbGRoLBIIWFhVgsls0+Jt7FMz8/H6vVKsYZghGPEMQGEr8H3rwPwoHRM7gWpZKCEc7KlSs56KCDKC0tZdasWZx66qm43W7mz5/PMcf0xTevB3gWeACoJ5apNdhZY2pi2WC5wCXA+UDhIB9z4Il3pnS5XCiKgtFoxGKxYDQaxQBNsOOM5lLJ33LYdIK2UlpbW/F4PBgMBgoKCkR5JL+a4zudToLBYMIcPysra7MT6YHA7/fT0NCAJEmUl5eL90Ew6DQ0NOD3+xkzZkxKZCZGo1HWrVuHLMtUVlYmsi4jkQhr1qwhKyuLoqKi7d5/OBxOlINXV1ej0+k2+S6///77dHZ2kpGRwamnnsqXX37JnDlzeOqppzbxAoXUXqByu900NzejUqm2mf0lyzLt7e10dXWJEkrBqEAIYgNNlx3emwPR8MgXxfY5CcbsmewoBIJBY/Xq1UydOpX8/Hw++eQTrFYr33//Pf/+97+5++67+zRJ8fv9HHTQQQQCPlas+D/gIeC/xLLFtEB4gKLdcF8HAZcBx/9y+/AmEonQ29tLT09Polub2WzGYrGkrOeJIMUZzaWSv0GRJGRtBmt2OQZVeiYFBQWjXnSOm+M7nU58Pl/CHN9sNm/WHH8wCIVCNDQ0EIlEKCsrS3lPIsHwJhQKsXbtWmw2G3l5eUmNJRqNJrofVlZWbjLWcjgctLW1UVVVtd1lfT6fj4aGBlQqFQaDgcLCwm2e8373u99RXV3NzJkzt+uYyUBRFDo7O+no6MBgMFBcXNznzLre3l5aWlrQaDSUlJSIEkrBiEUIYoNB+3r44N8gy4zYgfbuR8H4A5IdhUAwaNTW1jJ16lQsFgsLFy7st18FxLr/HX300fz444+YzWZ6enri9wCfAd8AXwHLAf8v9/VFJNvwMTpgV2BvYHfgAGDkZm0GAgF6enpwOp1Eo1EyMjIwm82YzWaxginoOz8sgm8/YMReo/uJAnh32o/MvY5KieyQZBCJRBK+YNtrjj/QRKPRROZOcXFxSpWzCUYe8cYO1dXVSctKlGWZ9evXEwgEqKio2KwIoygKtbW1qFQqKisr+y3e9/b20tzcTEZGBmVlZahUKkKh0GazxBRFYf78+dx2221MnjyZJ554YticI6PRKM3NzbjdbnJzc8nJyen3a7VhmaUooRSMVIQgNli0rIVP5sbam4+0l3jCwTD5sGRHIRAMGvX19UydOpXMzEw+/fRT8vPz+72PpUuXcvzxx9Pd3Y0sy+Tm5tLe3r6FR8vAGmIC2TfAz4AX8BETymQgc4OfKmLi1+7ALoyELLD+Issybrc70dlNkiRMJlMig0MM2ARbRJbhtXvA50p2JKlFZhaceg0Mk8nejqIoCn6/H7fbjcfjwe+PLUoMhDn+QCLLMi0tLfT29pKfn092drY4vwkGBVmWWbt2bcK/LhnHjwvA5eXlW82K9Pl8rFu3joKCArKzs/t8jHh2WbzkckNxa0ulj4sWLUKtVrPffvslHpfq30G/309jYyOyLFNcXJzolrk9yLJMW1sb3d3dZGVlUVhYKBYgBSMKIYgNJm31MX8SOTJyRDGRGSYY4dTV1XHYYYeh0Wj47LPPKCzsv/fWs88+y/nnn48sy8iyDEBWVhZOp3OAoxVAzAvE6XQmPH7iRtdms1l47wg2pfln+HhusqNITQ79AxTvlOwoBo1QKITH40n8yLKcKJmK/+h0umSHuQmKoiSyd7Kzs8nPz0/5CblgeNLb20tTUxNlZWU7JKL0F0VRaGxsxOPxUFZWhsFg2OY2caG4pqZmm+K1oii0tbXR1dWVKAvdnu/QcBDDenp6sNvtpKWlUVpaOmDnNFFCKRipCEFssHE0wwdPQyQUyxYbjkhSTNATnmGCEc6KFSs48sgjMZlMfPzxx5SUlPR7H4sXL+bAAw/c5HadTkcwGByIMAVbIJ7x0dPTQ29vL7Isk5mZicViSVrJkyAF+fAZaK0bvtfkwUKSoLA61ixnhCDLMl6vNyGAxc/BGRkZGAwGjEYjGRkZKT/BjdPd3Y3dbsdoNFJSUjJsSrcEwwdFURL+XdXV1UNy3VQUhaamJtxuN6WlpX0W4iKRCGvXrsVgMGx1vCbLMs3Nzbhcrn5nlA0notEora2tOJ1OLBYLBQUFA36OCAaDNDU1EQwGKSgowGKxDJvzp0CwJYQgNhS4uuDzV6GzMdmR9B9JgnQ97Hea6CYpGNF8/vnnHHfccVRVVbFgwQJyc3O3az9+v5/bbruNRx99FI/Hs9F9kUhEiDJDhCzLuFwuenp68Hq9qFQqTCYTFotl0DrDCYYB7m54/V/JjiK1OeVqMFqTHcV2oSgKwWAQj8eD2+3G5/OhKAoajQaj0YjBYECv1/fZVDoVcblcNDU1JcrahvNzEaQmcYN9i8WyXVny/UFRFFpaWnA6nZSWlmIymfq1fU9PDy0tLVvMaItEIjQ2NuL3+ykpKen3/rcUc6qNIXw+H83NzUQikYRQNViIEkrBSEMIYkOFIsNPS+Gb92LZVqm+Mh3PCqveHfY8BnSik5tg5DJ//nxOO+00pkyZwltvvTUgA6b//Oc/nH766eTk5NDZ2QnEJjJDWYIgiBEKhXA6nfT09BAOh9HpdAmj7LS0tJQb2AoGkW/eg5Wfjxwbg4FGkmDcAbD7kcmOpM/EzfDjXmCRSARJktDr9YkyyJH2Pff7/TQ0NCBJEqWlpaJ0STDgxL22KisrB63DqaIotLa20t3dTXFxMWazebv2Ec9oq6mp2SgjaqA7tcaFsPj5Jjs7O+k+g4qi4HA4aG9vJyMjg+Li4iGzinA6ndjtdjQaDaWlpaLrt2DYIgSxoWY4ZItJEqQbYL9TRVaYYMQzd+5c/vSnP3H88cfz4osvDtgF/aCDDiIQCLB48WLeeustfvjhB26//fYRNSkbbiiKgtfrxel00tvbi6Io6HQ6jEYjRqMRvV4v3p+RTDQCL/8DwoFkR5La6NLh9BtBnZqZR1syw09LS0sIYHq9fsSXE27Y/U10oBQMNIqisG7dOmRZpqqqasC/Txt6ehUVFe1QRlMwGKS2tjbhDQa/isYqlYqysrIBE4kURaG7u5uOjg5kWSYnJwebzZaU8004HKa5uRmv14vNZiM3N3fI4xAllIKRgBDEkoEiw89LYVmKZYuJrDDBKOP+++9nxowZnHvuuTz++OMDVnry9ddfs/fee/Paa69xyimnDMg+BQNL3FvI5XLhdruJRCKoVKqEOGYwGEQp0kijfT28NyfZUQwPjroA8sqTHQUQ88Xx+/2Jn7gZvlqtRq/XJ76vyc7USAYbdqDcEaNwgWBzBAIBamtrycnJSQhNA0V7ezudnZ0D5ukVbzpRVVVFOBymqamJtLS0QSsrjkajdHZ20tXVhVqtJjs7G6vVOmSlgy6Xi5aWFiRJori4uE9NCAYLWZZpbW2lp6dnRJVQyopMj9xDR6SDjmgHbZE2XLKLKFGiSpQoUSQk1KhRS2o0aMhWZ5OnySNXnUuuJheDJLqeDweEIJZMXF3w4yKo+y7WiTJZxIWwwmoYfyAUVCUvFoFgCFAUhVtvvZWZM2dy3XXXMWvWrAG9YJ166ql8//33/PzzzyNiUDDSURSFQCCQEMcCgVgGUWZmJiaTCaPRKLpVjgRWLYH/LQDEsGfrSLFFsV32HfIjx8WvQCCQEMBCoRAAKpWK9PT0RBbYcDLDH0wURaGrq4u2traEubi47ggGig2FpoHKoO/s7KS9vZ28vDxycnIGZJ+yLFNbWwvEsieHqvFEKBSio6OD3t5eJEnCarUOainlhv5dRqORoqKilFm8i5dQqtVqioqKkirSbQ9RJcq68DrsETttkTY6o51EiQKgQoVM3xJYJCSUX8YZaVIa+ep88jR5lGpLKVQXiutWCiIEsVQg5Ie65fDTlzHDX0k1BFljEqCANg3G7BXrHmkamV1XBIINiUajXHLJJTz++OP885//5Nprrx3Q/f/www9MmDCBp556inPPPXdA9y0YGsLhMG63O1GStWFppclkEqb8w5XF/4H6FcI/bFtIKqiYAAdMG9TDRKPRjYSvDcUvSZLIyMjY6Een04nv3VbweDw0NTWhVquFn49gwJBlmbq6OlQqFZWVlTv8HYx7k+Xm5m5386LNoSgKzc3N9Pb2otfrKS8vH9LzRTgcpquri+7ubhRFwWw2Y7PZBnQxLRAI0NTURCgUIj8/H6vVmnLnxFAoRHNzMz6fj+zsbPLy8lK+fN0lu/gx+CM/BH8goAT6JX71lbhIZlVZmZg+kbG6segk3YAeQ7D9CEEslVAUaFsXK6ds/AlQQKUCeYC+lBsKbdlFsPM+UDYeNKOvzEAwOgkGg5xzzjm89tprzJkzZ1AEqzPOOIOvv/6aNWvWjMoSnpGGLMuJjnXx0kq1Wo3BYEiUV4psjGHC6/+KLToJto3RGus2OUDIsryJ+BUMBoGY+JWenr6R+DXSTPCHimAwSGNjI+FwmOLi4gFpECMQeL1e6uvrd7i8sbu7G7vdPuDlvbIsY7fbcTqdpKenEw6HqampSUrmVDQapbu7m66uLiKRCCaTCZvNtkOG/nHfsra2NnQ6HSUlJSkteMezVtvb29HpdBQXF6dc4w9FUWiMNLIisIL6SP1GWV1DgQYN49LGsWvarmSrRUJKshGCWKri7Y2JY112cDRBd2vMEBj6JpJtKH5JEphskFMK2YWQWw7W/EENXyBINTweD6eccgqLFi3ipZde4qSTThrwY6xatYrx48fz+OOPc8EFFwz4/gXJZUMz7w1LK+M+RqK0MoUJB2HencmOYnhx5q2xLPJ+8lvxKxAIJL4rG4pfG/4W4tfAEY1GaWlpweVykZubS05Ojnh9BTtMXHCqrq5Gp+t/ZovT6aS5uRmr1UpBQcGAfSbD4TCNjY0EAgGKiorQ6/WsXbuWrKwsioqKBuQY24MsyzidThwOB6FQCL1ej81mw2Don6dUOBympaUFj8eD1WolPz8/5TOu4gQCAZqbmwkGg+Tm5mKz2ZJ+LlIUhR9DP7IssAyX7BpyIWxD4scu1BSyT/o+FGuLkxKHQAhiwwdZBpcDulpiIpmzHSIhiIRjQpkig1oby/ZSa2Oru9mFsUwwS77IAhOMarq6ujjmmGP46aefeOuttzj44IMH5ThnnXUWixcvpra2drsGjILhRSgUSohjXq83UVqZmZmZ+BGZLimCMNTvP9sw1lcUhVAoRDAYTPyOZ37Fh5aby/waLpO54YyiKHR2dtLR0YHJZKKoqEhksgp2iGg0ytq1a0lPT6esrKxf17Xe3l6ampowm80UFRUN2DXR5/PR2NgIQGlpaSILq6uri9bWVioqKtDr9QNyrO1FURRcLhcOhwO/3096ejo2m42srKytvg6KouB0OmltbUWlUlFUVITRaBzCyAcGWZbp6OjA4XCQmZlJcXFx0sbHvdFePvB9gD1iT8rxt0RcGJuYNpH9MvZDK4k5+1AjBDGBQDCiaW5u5ogjjsDhcPDee++x2267DcpxVq9ezS677MJDDz3ExRdfPCjHEKQu0WgUr9eLx+PB5/MlMmJUKhUZGRkbiWRiYjr4tLS0cMkll7B48WIkSeKQPSbw8LETyTH1vWzl8zVN/P3tJSyts6MoCmW2LM7aZxwzjtgLnUaNNP0uMnQaNCoVGrWKnfKzOWOvnbnk0N3Ran59j//+3yU88dlyerwBqnIt3H36wRwxvnLAn/P0OW8zb+lKdBsc+8Nrf88+1bFV53AkypUvfsQLX65EkuCsKeP4vzMPR6OOCVT3vf81d73zBaaMNP593nEcePaFKDvvi8Ph4MADD+Stt97CaDRuJILFUalU6HS6jQSw9PR0IX4lGZfLRXNzM1qtltLSUpHBKtghXC4XjY2NFBcXYzab+7SN2+2moaGBrKwsiouLB0wM6+npwW63k56eTmlp6UYWFYqisG7dOmRZpqqqKiXOQ4qi4PV6cTgceDwetFotNpsNi8WySXyhUAi73Y7H48FsNlNQUDDsxw1er5fm5mai0SgFBQWYzeYhWyxUFIXvg9+z2L8YGTlpGWHbQkLCoDJwROYRIltsiBGCmEAgGLGsXr2aI444AoAPP/yQMWPGDNqx/vCHP/DJJ59QV1cnJh0CZFnG5/Ph9/vx+Xz4fD6i0Vi3orS0tI0EMmEWPvDES6Kff/55FEXhrKMPQR/x8eLFJ/Vp+3e+W8vvH3uLv518IGfvOx6bMZOf7Q5mzf+SO04+kDJbFtL0u1h+x3lMKssjHInyRW0zM+Z9RJ5Jz4Krz0CSJN78ZjV/emo+i248m/HFOTz/xY9c9Ox7NN17KVbDpp4q5Vc/zKc3nEV5jrnfz3n6nLcxZ6Zz31mHb/b+295YxFvfrmHB1b8D4Oh/vcQpe+zErSceQJvTw/hb5vDDzAv4X72dm1/7jM/n3ENL6Z7cdtttTJgwgZNPPhmdTkdaWtomvzUajfgMpyjBYJCGhgYikQglJSXDMstEkDo0NTXh8Xj65NHl8XhoaGhIdHwciHOEoii0tbXR1dWF2WymsLBws4KX3++nrq5uQDtZDhR+vx+Hw0Fvby9qtZrs7GysVitqtZqenh7a2tqGdVbYlohGo7S2tuJ0OoesQ2aqZoVtCZEtlhySL5kLBALBIPDNN9+w//77YzAYWLJkyaCKYbW1tbzwwgtcf/31QgwTALGMGYPBQE5ODmVlZYwdO5aamhqKiorIzMzE5/PR0tLC2rVr+fnnn2loaKCjowOPx5MQzgTbz7p16zj99NMTzQ/OOHgKPzR39mlbRVG4/IUPuf6YKcw4ci9sxlhW2dhCG89ccDxltqxNttFq1EwdW8brl53KZ6sbWfB9XSyOTid7VhSwa0kukiRxzn67Eo5GWdfpHLDn2lf+vXgFt5ywHwVmAwVmAzcfvx9PLVoBQENXLzV5VgrMBo4YV0ldRw9aSaG+vp729nauu+46dtllF8aMGUNZWRkFBQVYrVYMBgNarVaIYSlMWloaVVVVZGZm0tDQQGdnJ2ItXLC9FBQUANDa2rrVx3m9XhoaGtDr9QOWGRaJRFi/fj1dXV0UFBRQVFS0xeyvjIwMsrOz6ejo2CibNRXIyMigpKSEMWPGkJWVRWdnJ6tXr2b16tXY7XZMJhM1NTUjSgwDUKvVFBcXU1pais/nY+3atbhcrkE5VjwrbK5rLq2RrX9WU4l49lo89uEi5A13hCAmEAhGHAsXLuSggw6iqqqKRYsWUVw8uKnHd911F7m5uZx//vmDehzB8EWSJNLS0rBYLBQVFVFTU8POO+9MeXk52dnZKIqCw+Fg/fr1/PTTT9TW1iZMjEOhkJjA9pOrrrqK//znP/T29uJ0Onnxo885flJ1n7Zd295NfaeT308Z1+/jVuSY2b08n89Wx3xtzth7F9p6PSxvaCMqyzy9eAXFVhPjiwYnY+G5L37Aesm9jLvpCf614CtkOfa56fH6ae52M6k0L/HYSaV5NHa56PUFqMmzUt/ppLnbxYcr69m1OBetWsWtt97Kk08+Kby/hjlqtZqysjJycnJob2+nubkZeaA6mAtGFRqNhvz8fHp7e3G73Zt9jM/no6GhgczMTEpLSwfk3BEIBFi3bh2BQCBx3dyWyJabm4tarcZut6fkNVSn01FQUEBubi6KohCJxJqnKYpCOBxOcnSDR1zwy8zMpLGxkZaWlgFdCFQUhSX+JSz0LSRKNGVLJLeGgoJH9vCa+zXqQnXJDmfEM/T9aAUCgWAQef311/n973/PQQcdxGuvvYbBYBjU49XX1/Pcc88xe/bslGsrLUht1Go1BoMh8RlVFIVgMJgosfR4PHR3dyceu2GJWvxvnU4nhIrNsN9++zFnzhwsFgsA++xcxY1/PLRP23a6fQAUmbdvdb7IYqTbE/OQyzVmcuzEava4/WkkCfRpOl6/7BTSdQM//Lr88D2554xDsBoy+N+6Vk5/5A1UKokrj9wLTyA2uTJnpiceb86MZbO6AyGKrSYePPsITnrgVUwZaTz5p2O4+4W3OOmkkwiHwxx99NH4/X6uuOIKTj755AGPXTD4SJJEXl4e6enpNDc3EwgEKCkpIT09fdsbCwQbYDab6e3txW63U11dvZG/ld/vp6GhIeHtNRDXpw298Kqqqvpsyq5WqyksLKSxsRGXy0VW1qbZvckkFArR0tKC1+vFYrGQm5ubMOCvra3FYDBgs9nQ6/UjLgtXo9FQWlqaKBH1eDwUFxfvcBMEWZH5xPcJK0MrByjS5KH88m++dz5HKEcwNm1sskMasQhBTCAQjBieeuop/vznPzNt2jSee+65Ielk849//IPs7Gz+/Oc/D/qxBCMbSZJIT08nPT0dq9UKxEpE/H5/ontfMBjE5XJtlN2h1Wo3Esniv0drKZssyxx++OGcfvrpfPjhhwDcPv1UjrjnRZbeOn2b29sMsRLJFqebqlxLv4/f0uOmvCY28brzrc959/s61tx9ERU2M4tWN3Law6/z0bVnMqksj8/XNHHc/72S2NYVCDLhr0+i+uV9O3OfcTzyh6P6dNzdyvMTf0+pLuKGY/fhuSU/cOWRe2FIj/mQ9PqDiRLQXn8QAGN67Dw5ba+dmbbXzgCsbevm9c+XsfTxFznwwAP55z//ya677sqECRM46KCDEkKjYPiRlZVFeno6jY2N1NXVUVBQgMViGZXnCsH2IUkShYWFrF27lvb2dgoLC4FYFtf69evRarWUlZXtsBH8QHRLNRqNGI1GWltbMRgMKWFOryhKQgiKZ2/GyyPjfmK9vb10dnayfv160tPTsVgsmM3mlIh/oJAkCavVil6vp7m5mfr6emw2G7m5udslpMqKzAfeD1gdXj0I0SYPBYX3fe8TIcL4tPHJDmdEIgQxgUAwIvjnP//J9ddfz1/+8hceeOCBIRk0NDQ08PTTT/OPf/wj0e5bIBhINBpNYkAfR1EUotFoQiCLd/3zeDwblVfGyzR/a4CelpY2ogbVcdxuN+FwmHA4TENDA5dffnnie3nZKUdyz3/ew+H2JQShLTEm30q5LYuXlq7i5hP261cM6zudfLO+jZuPj223vLGdaXuOTQhrB+1cxsSSXD5aVc+ksjz2H1OC89GrE9vviKn+b1FtIHBY9BkUW41819CeiOW7xnZKrCayMjfNELr4ufd44NI/oNPpWLFiBXvvvTdpaWkUFxezdu1a9tprrx2OT5A84r5ira2t2O12vF4vhYWFI/K8IBgcdDod+fn5tLa2YjQa0Wq1rF+/Ho1GQ3l5+Q5/lqLRKC0tLbhcLnJzc8nJydku0VaSJAoKCli7di0dHR0JD7RkEQgEsNvt+Hw+LBYL+fn5m7xWkiRhNpvJyspKZIq3trbS1taGyWTCbDZjMBhGjIidlpZGZWVlQvz0eDwUFRUlqi7iAmL8c7Y5FEVhoW/hiBPDNuRj38foJB1jdIPniTxaEYKYQCAY1siyzPXXX8/s2bO59dZbuf3224dskDBr1izMZjMXXXTRkBxPIIDYYFmj0aDRaDYpL1AUhVAolBDJ4r97enoS/iSwcQlmfF9qtXqT3yqVatgMuh0OB16vF0mSKC8v5/777+dvf/sbAA//dyHFVuM2xTCIvb4Pnn0Ev3/sLUwZOs7cZxzZhkzWtHVx9/yl3Hri/psY64cjUZbWtTBj3kdM3amUo3atBGCfqiL+87+fOGffXSnNNvFFbTNf17dy43H79vv53f7GIj79uZFPbzx7s/e/8vUqjtq1CmO6jm/WtzFr/pdccujuifv/tP8E/v7OEvariXkq3vXOF5w/deIm+3n28++pyrWw/6TYSnRlZSUffvghu+22G2vXrqWsrKzfsQtSj3gXO71ej91up66ujpKSElH6L+gzVqsVt9tNc3MziqKg0+koLy/f4c6BoVCIhoYGwuEwpaWlmEymHdqfTqcjNzeX9vZ2zGZzUj7j0WiUzs5OHA5H4nXalqWHJEmJBbFwOExvby89PT00NDSg0Wgwm81YLJYR0cxJkiRyc3MxGo20tLRQV1eXyBaLl+fq9XrKy8s3OyZZ4l/Cj6EfkxD50PKe9z20kpYKbUWyQxlRCEFMIBAMW5xOJ+eccw7z58/n/vvv5/LLLx+yYzc1NfHUU09x5513DrpPmUDQV+JZYWlpaZt0qIpGo5sIZcFgEK/XSzQa3azJtiRJqNXqzYpl8d+/vS1Znmbx4yqKwn333cc///lPCgoKUBSF3aqK+e+MMxKPveiZBQA8Nv3oze7ruEk1LLjqDGb+dwl/fX0RAKXZJs7Zd1cKzL9+3/f9+7OoVSo0KhU75Vs5e9/xXHro7okB+3XHTKHb62f/u57D6QtSkGXgrlOncti4/g9mG7tdCTFrczz00Tf8+ekFRGSZIouRvxy6G1cftXfi/r+esD9dHj873/QEAGfvM46bjts4A87h9nHPgqV8fvN0UMeGiA8//DDnnnsuHo+H2267jby8PAQjh7hA0NTUxLp168jPz8dqtQ4bIVyQPOIlb42NjahUqgERwzweD01NTahUKiorKwfM485ms+F0OrHb7VRWVg7Z51tRFFwuF62trUSjUfLy8sjOzu73dVKr1WKz2cjOzsbv9+N0Ounu7sbhcJCRkYHFYiErK2vYZ3lmZGRQWVmJw+Ggs7MTl8uVaDDg9Xpxu92bCKSrgqv4JvhNMsIdchQU5nvmc5bpLCxqYV0wUEhKKrbdEAgEgm2wcuVKTj75ZDo7O5k3bx5HH735ie1gcdlllzFv3jzWr18/4lpjC0YnsiwTjUaJRqNEIpGt/o7/vbkhRDyDLT7g33Di0Z+/t3a/oijIsrzRTzgc3mInsSpXPRm1X4MyfDvr7XrLHD694SyyDUNQni2pYNcDYfLhg38sQUogyzJtbW10d3dvt1+TYHTh9XoT2UqhUIjCwsKE/2V/URQlURqo1+spKSnZYXHtt/h8voToa7PZBnTfmyMYDNLa2orH48FoNFJQUDCg3rayLON2u+np6cHj8SBJEiaTCYvFMiKM+OOdRTdcrNNoNIwZMyYxvnDLbub2ziXMyO3K+VskJPLUeUwzTkMliaZKA4HIEBMIBMOOV199lenTp1NZWcmyZcuoqqoa0uPb7XbmzJnDX//6VyGGCUYMKpUKlUq1RY+OzSHL8hbFsvggNi5SbShW9ffv3+5LkiRUKlWirFOlUuHz+fD7/RvFF89gSDMAa5f2+XmlIj/MvGDoDqbIkF00dMcTJB2VSkVhYSF6vZ6WlhZqa2spLS0VJZSCzeJ2u2lsbCQzM5OysjLsdjttbW3o9fp+l/DJsozdbsfpdJKdnU1+fv6giDmZmZlkZ2fT3t6OwWAYtA6rsiwnMpzi3RR3tOxzc6hUKrKyssjKyiIcDuN0Ounp6aG3txetVovZbMZsNg/bkspQKLRJ5nokEqGzs5O8vDwUReEj70dEiGxhDyMTBYW2aBvfBb9jt/Tdkh3OiEAIYgKBYNgQjUa5+eabufvuu/nd737Hk08+ucMtmreHe+65h4yMDC699NIhP7ZAkEqoVKoh6ebaFzo6OjYSxCwWC3l5ebEsA4+Y1Peb7MJkRyBIAllZWRuVUMZLvIZ7tolg4HC5XDQ1NWEwGCgpKUGlUlFQUIDX66W5ublfJYnBYJDGxkZCoRBFRUWD3sE2Ly8Pt9tNS0vLoJROut1uWltbCYfDZGdnb3fHxP6i1WrJycnBZrPh9/vp6emhq6uLzs5OMjMzsVgsmEymYZX12dbWttnbOzs7MZlMrFOtozHSOMRRpQ5L/Euo0FaI0skBQOTZCQSCYUFXVxdHH30099xzD7Nnz2bevHlJEcNaW1t57LHHmDFjBllZWdveQCAQDAnx8prMzEyqq6spKir6teRGnwW6wckGGJHoMiBTnN9GKzqdjoqKCqxWK21tbTQ2Nm7UlEMweunt7aWxsRGj0ZgQwyDWqKWkpAS/309nZ2ef9uV0OqmrqwOgqqpq0MUwiC3iFBcX9yvOvhAOh2lsbKShoQGtVktVVRX5+flD7qkpSRKZmZkUFRUxduxYiouLkSSJlpYWVq9eTXNzMx6PZ4v2AqlETk4OFosFg8FAWlraRq9lo6ORz3yfJTG65KOg8IH3A+RhbAWRKggPMYFghDBv3jx0Oh0nnXTSgPsuJJvly5dzyimn4PF4ePnllznkkEOSFstFF13Ef/7zH+rq6jCbzUmLQyAQbIwsywQCATIyMja/6v/h02CvHfrAhiOFNXD49GRHIUgBXC4XLS0tqFQqSkpKyMwcAg87QUrS09NDS0sLWVlZCaHlt7S3t9PZ2UllZeUWPyuyLNPa2kpPTw9ms5nCwsIhF47icVZVVe1QWbAsy4lMLEmSKCgoICsrK+UyKkOhEE6nE6fTSSgUQqvVYrFYMJvNKZPl3RdkWSYUCrEgvICmSBMKQsY4IOMAUTq5g4gMMYFgmPP1119z2mmn8dBDD1FVVTXixLDnn3+efffdF6vVyrJly5Iqhq1evZonn3ySm2++WYhhAkGKoVKpyMzM3PJEJLs4ZhYv2DqSCmzCP0wQw2QyJcYW69ato7Ozc1hklwgGlu7ublpaWrBYLFsUwwByc3PJyMigubl5s52Lg8EgdXV1OJ1OioqKKC4uTkpn4pycHNLT07cY57ZQFAWn08natWtpb2/HbDYzZswYzGZzyolhEMv6zM3NpaamhoqKCvR6PQ6HgzVr1lBfX093d3eim2Mqo1KpaFA10BhpFGLYLyzxL8Etu5MdxrBGjAwFgmHMN998w5QpUzj66KP54osvmDx58ogZqIbDYWbMmME555zDGWecweeff05ZWVlSY7rpppsoKiriL3/5S1LjEAgE20F24bDuMjlkCEN9wW/Q6XRUVlZis9lob29n/fr1hEKhZIclGCIcDgd2ux2r1UphYeFWBR9JkiguLiYcDm/iAZWMEsktoVKpKCoqIhQK0dHR0a9t490qm5ubSU9Pp6amhsLCwmHhzyVJEnq9nuLiYnbaaSeKimLnervdzurVq6mtraW9vR2fz5ey84lvA98ikXqiY7JQUPgh+EOywxjWjKxUEoFglLH77ruz0047Jbw9HnjgAaLRKLvtthtTpkwhLS0NRVFScrVqa7S3t3P66afzxRdf8NBDD/GXv/wl6c/hyy+/5PXXX+e5554btM5EAoFgEMkpASQQq8rbQPrltRIIfkWSJPLz8zEYDDQ3N1NbW0tBQUHKZsQIBobOzk7a29ux2Wzk5eX16b1OS0sjPz+f1tZWjEYjer0+USKZlZWVMuJRRkYGOTk5dHR0YDKZtlkOHAqFaGtrw+VykZ6eTnl5OQaDYYiiHXjUajUWiwWLxUIkEsHj8eB2uxMloBqNBoPBgMlkQq/Xp8R71h5ppyPaPwFzpBMXxPZO3xu1lPz3aDgiPMQEgmHE66+/zrPPPstRRx3F2LFjOfjgg1myZAkHHHAAe+65J2PGjKGgoIDly5czadIk7rnnnmEniH399deccsopRCIR/vOf/3DAAQckOyQURWHq1Kn09vby7bffpsSgQCAQbAcfPQf2tSJTbEtIKiiqgUP/kOxIBClMNBrFbrfT29uLyWSisLBwxNk1jHYURaGjo4POzk5yc3PJycnp11hSURQaGhrw+/2o1WrC4TCFhYUpJ6AqisK6deuIRqNUV1dvtnwzGo3S2dlJV1cXarWavLy8lHseA4miKPh8PtxuN263m2AwmDDrN5lMCZP7ZPCh90N+Cv0kyiU3w1H6o9hJt1OywxiWiKuXQDAMkGWZm2++mUWLFnHxxRdjt9s599xzee+999hvv/24/vrrGTduHGeffTYAH3/8MbfddhudnZ3k5OQkOfq+89RTT/GXv/yF3XbbjVdffTWRyp1s3nnnHRYvXsyCBQuEGCYQDGd2ngItq5MdReqiyDB2n2RHIUhx4h0FTSYTdrudtWvXUlRUhMlkSnZoggFAURTa2tro6uoiLy9vu8aRkiRhNBoTHQ0rKyt3yLx+sIiXeMZLBQsKChL3KYpCd3c3HR0dKIpCTk4ONpstKZ5nQ0m8rFKv15Ofn08wGExkj7W1taEoCmlpaRiNRoxG49a9OweQgBzg59DPQgzbDBISKwIrhCC2nYgMMYEghQmHw3z66acceuihHHroocybN4+CggICgQBTpkzBarXyySefIMvyRhfoV155hUWLFvHQQw8lMfq+EwwGueKKK3j88ce58MILuf/++5O2+vRbotEoEyZMIC8vj48//njErggKBKMCRYbXZoO3N9mRpCZ6M5x6tWg+IOgz4XAYu92O2+3GbDZTUFAgFo6GMYqi0NraSnd3NwUFBWRnZ/d7Hxt2kczMzMTn81FYWIjVah2EiAcGh8NBW1sb5eXl6PX6hPgTCoWwWCzk5uai1WqTHWbSiUajeL3eRPZYJBJBpVIlxDGDwTBo2aLfBr5lsX/xoOx7pHCW6Sxsaluywxh2iBGPQJDCLFq0iNdee421a9diNptZsGABEPNn2H///fnss8948803NxLD5syZw9///ncmTpyYrLD7hd1u56CDDuLpp59mzpw5PPbYYykjhgE8++yzrFq1irvvvluIYQLBcEdS/ZIBJb7LmyLBzvsIMUzQL7RaLaWlpRQVFeFyuaitrcXj8SQ7LMF2oCgKLS0tdHd3U1hYuF1i2IZdJAsLC6moqMBisdDW1kYwGByEqAeG7OxsMjMzaW5uZt26dTQ2NqLVaqmqqqKoqEiIYb+gVqsxmUwUFRWx0047UVVVRXZ2NqFQiObmZn7++edEN9pAIDBgxvyKorAiuGJA9jVSkZD4Pvh9ssMYloiSSYEgxairq8Nms5GVlYVarcbpdFJTU8PUqVO5++67aW1tZcGCBfz+97/n5ptv5sUXX+Skk06iubmZyy67jHA4zLx58xg3blyyn8o2+fzzzznttNPQaDQsWrSIvffeO9khbYTf7+fWW2/l9NNPZ88990x2OAKBYCCo3h2WfwCySJDfCJUKqnZLdhSCYYgkSVgsFvR6Pc3Nzaxfv57s7Gzy8vJGfHlZgmgEetrA0xP7OxqO/UYCtQbUWtBowGSDrBxQpVYWnaIoNDc309vbS3FxMWazud/7cDqd2O12NBoNVVVViQZE+fn5eL1empqaqKysTMnPhN/vR1EUIpEIiqJQVlaGwWAQC6FbQZIkMjIyyMjIIC8vj3A4jNvtxuPxJJoxaLXaRPaYXq/f6nvvdrsJhUJYrdZNXnd7xI5Ldg32UxrWKCj8FPyJqRlThbl+PxElkwJBitDQ0MC1116LSqXivvvuIz8/H4h1krz33nuZOnUqH3zwAatWraKkpIRTTz2Vu+++G6/Xy5133onX68Vut1NTUwOwSRllKqEoCo888ggzZsxg33335ZVXXiEvLy/ZYW3C3XffzS233MJPP/1EdXV1ssMRCAQDxeevwroVwlw/jqSCyomw/2nJjkQwzFEUha6uLtrb29HpdBQVFW2ze9+wIy5+ddmhqwUczeDs2Mz5JD6p/81US6UGawHYiiG7CLILkyqSybJMc3MzLpeLkpISsrKy+r39trpI+v1+1q1bh9lsThl/WIjF1dHRgdvtJi0tjczMTHp6eigrK8NoNCY7vGGLLMt4vV48Hg8ul4twOJww5tfr9WRmZpKZmbnRPKWurg6/34/RaKS4uHijz9CywDK+8H8h/MP6wO+NvydXk5vsMIYVQhATCFKAv/71r7zxxhucc845XH/99cCvgtb//d//odPpuOSSSzbZ7ne/+x3HH388Z5111ka3p3JnSb/fz8UXX8yzzz7LFVdcwT333JOSqejd3d1UVlZy9tlnDxsvNoFA0Ee67fD2w8mOIrU4/hKwFiY7CsEIIRAI0NLSgt/vJycnh9zc3JQdl/SJaAQaVsLPS2MCWFz8klTbL6xvuK1KDfmVMHYKFI2JZWwOAbIs09jYiNfrpbS0tN8ikM/no7m5mXA4TEFBARaLZYvvc3d3N3a7fbsz0AaSQCBAe3s7brcbnU5Hbm5uQghsaGggEAhQXV3dLz+sH3/8kfHjxw9WyMMWRVESxvxerxefz0c0GgUgIyMDvV5PRkYGTU1NiW10Oh1lZWUJC5V3Pe9SG64VglgfODTzUManic9hfxAlkwJBCrBo0aJEt0iA5cuXM27cOHQ6HWq1Gr/fD8TMa9VqNbNmzeKVV15h4sSJnHTSSZvsL1UHnT///DNnnXUWq1atYu7cuYmumKnIXXfdRTQa5dZbb012KAKBYKCxFsL4A+DHz9kke2OUoQCRsfuiFWKYYABJT0+nsrKSzs7ORAZOcXFxooxu2ODpgTX/g9VfQ8gPkgQb5hLsSJbphtvKUWitBftayDTFhLGaPSBdv/373wbRaJTGxkZ8Pl+iRLCvKIpCR0cHnZ2dpKenU11dvU3/V4vFgs/no6WlhfT09KR8FoLBIB0dHfT29qLVaikqKsJsNm80bi4qKmLt2rW0trZSUlLSp/3++OOP3HrrrYwdO5a77rprsMIflkiSlHi/bTZbQiCLi2NOpxOHw7HRNqFQiNra2oRI2xZpE2JYH1Choj3SLgSxfiIyxASCFGD58uWceeaZXHHFFbz66qsAGAwGDjjgAE455RSOP/54fvzxx8Tj7733XvbZZx/22WcfILUzwiC2AvnAAw9w4403UlJSwksvvcRuu6WuV01DQwNjxozhpptu4rbbbkt2OAKBYDCIhuGtB8HTvfEEdxShSBLhNCNrdz4Kk8VKbm5uSjU1EYwM/H4/zc3NhEIh8vLyyM7OTukxC4oM9lr4aSm0rN5UBBsSpNhxy8fHxLGc0tj/B4hoNJrIhCorK0Ov77vwFgwGaW5u3q7sP1mWqaurA6CysnLIOpIGg0E6OztxOp1otVpycnK2ms3mdDppbm6mqqqKjIyMPh3jvffe45hjjmHhwoVMnTp1IMMf0Wworm6OrJwsXte9PsRRDV9y1DmcaToz2WEMK4QgJhCkCBdeeCEffvgh9913H0cffTRffPEFxx9/PAsXLmTu3LmcdNJJHHTQQRttE//6pvLAsr6+nj/96U989tlnXH755fzjH/9IeT+RP/7xj7z33nvU1dX1a8VUIBAMMzqb4N3Hkh1FUlGOuYgetZ6Ojg4ikQgWi4WcnBx0Ol2yQxs2PP7449x33328+OKLTJo0KdnhpCSyLNPe3k5XVxcZGRkUFhb2WWgYUrpbYfF/wNm+Y+WQA0U8hvxK2O8UMFh2eJfhcJj169cTiUQoKyvr85hMURS6u7tpa2tDq9VSXFy8XeO5eCfKuFfUYI5hg8EgDoeDnp4eNBpNQgjblseuoii4XK5t+qnFF6S//PJLLrroIg455BBuu+22pJeEDjcaGxtxuTY1zddoNMh5Mh/yYRKiGp6oUPEX81+EsX4/ECWTAkGKcP/999PZ2ZlIz546dSpHHnkkP/30EyqVarPCTCoLYYqiMGfOHK666ipsNhuffPIJBx98cLLD2ibff/89c+fO5aGHHhJimEAw0skpGd2lk+MPRMopwQqYzWa6u7sTWRRWq5WcnJx+eeiMFuKTYKfTyVtvvcW//vUvrFYrsiwTCoV45ZVXePTRRykoKOCwww7jz3/+c8o2uRkqVCoVBQUFZGVl0dLSkuionZubmxqvjRyF7z+F7xf+eluyxbANY2hfD2/eD3seA2P23O5ssWAwyPr161EUhYqKij6XLYbDYVpaWvB4PFitVvLz87f7fUtLS6OoqIimpib0ej1Wq3W79rM1/H4/nZ2duFwu1Go1+fn5WK3WPscsSVKfmgtIksQ777zD5ZdfznnnncdVV12VmkJvihOJRAASpvsGg4GMjAxUKhXLAsuQ/NI2SyZfuOQFMkwZnPKPUwYlxgePf5Bdj9mVgy4+aFD2P1DIyHRFu4Sxfj8QoxyBIEVIT0/fyKvg5ZdfxuFwcMYZZ/Duu++ydu1a9thjjyRG2HdaWlo477zzeP/997nggguYPXs2JpMp2WH1iRtuuIGqqiouuOCCZIciEAiGgkmHQsOq0VU6KUlgtMKkQxI3qVQqbDYbFouFrq4uHA4H3d3d2Gw2bDbbkJU2DQckSaK7u5u//e1vFBcXc9lll7Fs2TJqamp47LHHeO6555gzZw52u50XXniB6upqDjvssMT2TqeTUChEbu7om7BkZmZSVVWFw+Ggs7OT3t5eCgsLk9vRb8OssFRFkSEqw9K3YP33sN+p/c4W8/l8NDQ0oNFoKCsr63MWaG9vL3a7HUmSBqz7YlZWFl6vl9bWVjIyMgZERFIUBa/XS2dnJ16vF61WmzD6H0jR1e1288gjj3D99dfz/PPPc8stt3D99ddz3nnnodPpEk2xZFkmGo2mZOOoweKhhx7imWee4YcffuDoo4/mzTff3Ozj2tvb2XnnnSktLeW7776jvLwcYLPvU0ekI/H3DOsMtBlaJJWELlPHmAPHcMo/TsFg698C9lfzvuKzxz7jukXX9Wu7vrJg1gJafmzh/OfP3+JjAu4Ab9/xNj8u+BG/y09mViYVe1fwx6f+uEPHfvD4B7GfZOfua+7eof2MJoQgJhCkEJFIhP/973/89a9/BeD2229Hq9Xy9NNPDwtfF0VReOGFF7jsssvIyMjg3Xff5eijj052WH3mo48+YsGCBbzyyiujagAjEIxq1Fo4YBoseDzZkQwt+0+LPfffoFaryc3NxWq14nA4cDgcdHV1YbPZyM7OFsIYsWyZv/71r+y5555Mnz6dG2+8EbPZjNFoZP78+Zx22mlMnjyZyZMns2jRIl599dWEIBYIBPjnP/+J3+/nwgsv5Morr+SII45gn332YY899hgVGXkqlSrR1c9ut9PQ0EBWVhYFBQVD+/w3lxU2HGhv6He2mNvtpqmpibS0NMrKyvr0OkejUex2O729vZhMJgoLCwf0/cnPz8fv99PY2Eh1dfV2n1vi5Y2dnZ0EAoHEArPJZBqUSgqj0ciiRYv497//jVqt5l//+hfHHHNMQmBUqVTY7XZefPFF3G43V1111bBZFN5RCgsLueWWW/joo49obm7e4uMuvfRSJk+eTFdXF7B5ISyOR/ZslB12xXtXULxrMe5ON8/86RneuOkNznninIF7EkPEmze/SW9bL9csvAZjrhFni5OVH6zc4f1KSISU0ABEOHpIgRxlgUAQR6PR0NLSwrRp0/joo48SppzDwculo6ODU089lXPOOYdjjz2WH3/8cViJYaFQiMsuu4wDDjiA0047LdnhCASCoSSnJCYQjRYOOD32nLeCRqMhPz+fMWPGYDab6ezsZM2aNbS3tyfKW0YrzzzzDM888wzp6el0d3ezcuVKDjzwQABKS0vx+XyJx65YsYK0tDTcbjcAzz//PLIsc/PNN/PCCy/Q1dWF3W7n2muv5YILLmDdunUA9PT00N6ewhlLA0BaWhrl5eUUFRXh8XhYu3YtPT09DIm9sd8D8x+FFZ/EMkOHU3aoIseagix9Cz5+FiJbn/w6nU4aGhrQ6/VUVFT0SdSKvx/x7qAlJSUDLlaqVCpKSkqIRqM0Nzf3+32XZZnu7m7Wrl1LU1MTarWasrIyqqqqyMrKGhQxLB7j22+/jdlsZuzYsZx66qmJDLclS5bwwgsvMHXqVKLRKBUVFcnNfhxiTjnlFE466SRsNtsWH/PWW2/R3d3NOef0TcQKE97s7cYcI5NOnIR9pX2z98+9cC637nIr15dez+yDZ7N28VoAmr9v5j9X/4fWVa1cV3Id15VcR09zDwDfvvYtd+9/NzeU38C/Dv0X9V/VbzGuphVNPHTCQ9xUeRMzd5/Jl89+CcD387/no//7iFXvr0rsf3OsX7ae3U7dDWNu7PNhLjKz35/2A6DlxxauL72eoCeYeLzT7uTq/Kvpbe3F2+PlqXOe4saKG7mh/AZmHzyb7qZu3rzlTeq+rOPhWx7GYDAk5mEej4dLL72U0tJScnNz+cMf/kBvb28sjvXrkSSJf//731RWVmIwGLjuuutobW3l8MMPx2QyMXXqVNra2rb4Wgx3Rv4ylEAwzNhQjImnXaeyVxjA66+/zoUXXgjAq6++yqmnnprkiPrPgw8+yJo1a3jppZdS/vUWCASDQOVECAdjk8yRzD4nQsWEPj9cq9VSWFiIzWajq6srUU5psVjIzs4eFtnLA83RRx+Nz+fjhRde4K9//StNTU309PRQWVnJzJkzmT59OocccgiTJk1i5cqVTJkyJeHVNGfOHGbOnInNZmPx4sX8/e9/5/DDD0/sOxyOTf4++ugjHnzwQb744gsefvjhxDV2pCFJEhaLBaPRSFtbGy0tLTidTgoLCwfvs+VxwvtPgdc5OPsfSuy18MG/4bA/gm7TskOHw0FbWxtms5mioqJtjm9kWaatrY3u7m70ej1FRUWDuiir0+koLi6msbExkYm6LaLRKN3d3XR1dRGJRDCZTNtt8N9fJEkiGo2iVqt59913OfDAA5k7dy6HHnoo1157LVqtlpKSEubMmcP+++/P22+/zcyZM8nIyOCaa64Z9PhSnd7eXq666iree+89lixZ0qdtIsrmF2Bc7S6Wv7mc4onFm71/zIFjOO2e09Bl6Pjs0c94evrT3PrdrRRPKGbav6ZtUjK56sNVvHXrW5w/73yKdi3ih/k/MOfMOdz8v5vRWzfuwupqd/HoKY8ybfY0Jp4wkfbV7Tx62qNkl2cz4dgJHHblYdssmazYu4L373mfsD9M+Z7lFOxSkPh+Fo0vIrc6l+/++x17n7k3AP97+X/sNHUnsgqyeOdv7yBHZO5YeQeaNA32VXbSDGmcNPMkmlc0c9QJR/HgdQ8mjnXuueei0Wj4/vvv0Wq1nH/++Vx66aXMnTs38ZiFCxfyww8/0NDQwOTJk/nyyy957LHHqK6u5rjjjuOuu+7igQce2Ma7NTwRGWICQQqTEkazW6Gnp4ezzz6bU089lf3335+VK1cOSzGstbWVO+64g4svvpiJEycmOxyBQJAsdtoLdj8q2VEMHnscDWP22q5NdTodBQUFjBkzhpycHHp7e1m7di2NjY0bZUSNBoqLi7niiit4++23eeqpp9hvv/04++yz0el05OXlMX/+fJ544gmmTJnCzjvvzLhx49Bqtbz77rvo9XoOP/xwotEoP/zwAw899BBz5syhpaUFIFGuv8cee7Bo0SLGjh2bzKc6ZGg0GoqLiykvLycUClFbW0tHRweyPMDG9r2OWGdZrzM1TPN3FEUBRzMsmBPLekvcrNDW1kZbWxs2m61PYpjf76euro6enh7y8/MpLy8fkgoFk8mEzWajra0Nr9e7xceFQiHa2tpYvXo1HR0dGI1GampqKC0tHdLu5Wq1GlmWyc7O5rzzzuObb77hrrvuwmw288gjj3Dddddx0EEH8fTTT/PSSy/hcDj4+eefRfUBcN111zF9+nRqamr6vE2U6Eb/f/DYB7mx4kbuPexebOU2Tvr7SZvdbu+z9ibDlIFaq+aQyw9BkZUtZpMBfP7k5xxy2SGUTCxBpVIx8fiJ5NXkserDVZs8dtnLy6jat4rJJ09GpVZRsEsBe5+5N9+8+k2fn9eps05lv+n78fWLX3PvYffy153+ysKHfy3f3vvsvfn6xa8T///fS/9jrzNj12+1Ro2320vnuk5UahXFuxajt/wq2sn8em7r7Ozktdde4+GHH8ZsNqPX67nzzjt5+eWXiUZ/fW1vueUW9Ho9u+yyCxMnTmT//fdn3LhxpKWlcfLJJ/Ptt9/2+bkNN0SGmEAg2C4WLFjA+eefj9frZe7cuZx11lnDNrPq+uuvJy0tjTvvvDPZoQgEgmQz/gDQaOGrt5MdycCy9wkwdu8d3o1GoyE3NxebzYbT6cThcLBu3ToyMzPJycnBYDAM22tBX1EUhUgkglar5auvvqKgoIALL7yQtrY2li5dypQpU6iurua5554jGo0ybdo0vvvuO959911mzJgBxDLBXnvtNVpbW3nnnXdYtmwZDz30UEIQq6ioIBqNEggE2HPPPZP4bIcWg8FATU0NHR0ddHR0JEz39Xr9tjfeFu5ueO8JCPpHhhgWR1GgtzOW9Xb0n1F06YlMu/z8/G1mXSmKQmdnJx0dHaSnp1NVVdXn7pMDRV5eHj6fj6amJqqrqxPlmXGj/O7ublwuFyqVCqvVSnZ2dlK9XuML1hqNhoMPPpji4mJ23333xP2hUIgXX3yRE088kSuuuAKAww47jBdeeIGzzjorKTEnm8WLF7NkyZJ+Cyuq3+TvXDb/Mop33XxWWBxZlllw1wKWv7kcd4cbSSURdAfxdm9ZcO1u7Gb+zPksmLXg1/1EZHpbezd9bFM3qz5cxQ3lNyRuU2SFyimVfX1aaNI0HHzpwRx86cFEghG+e+s7XrzsRQp2LmDsIWPZ7dTd+O+t/6WroQtXuwtvl5fxR48H4JDLDiEcDPPMuc8QcAWYfNJkjrvtOHQZMQFb4tdr8Pr165FlmYqKio2Or1KpNiqDzMvLS/ydmZm5yf89Hg8jFSGICQSCfhE3CH3yySc58sgjefLJJyku3vqFKZVZsmQJc+fOZc6cOYPS+lsgEAxDxk4BXTosfhUkhpe/0IZIEijEmgZUDmz2a3xiarFYcLlcOBwOGhoaSEtLw2azkZWVlfJZztuLJEmJyfi1115LT0/Mf6a+vp7bbruN2tpaCgsLmThxIjNnzgTgiSeewGw2c8IJJwCxztIHHXQQELNKOOOMM7j//vu55pprEiVZ33zzDenp6ZSWlg79k0wiKpWK/Px8zGYzLS0t1NfXY7FYyM/P3/6mDj5XTDAaaWJYHEUGVyfKh0/TtMsRuHwBiouLMZvNW90sGAzS3NyM3+8nJyeHnJycpHxvJUmipKSE2tpampqaKCkpobe3l+7uboLBIGlpaRQUFGA2m1Oqscfll1++2dsDgQA2m42DDz4YiDXNGjduHNXV1UMZXkrx8ccfs27dOgoLC4HYZ8/v92Oz2fjhhx8oKCjY7HZq+v9+f/vqt3zz6jdc9OpF5FTlIEkSN1bcmPCAk1SbLtqYi8wc8OcDEj5eW8NcZGbCsRO22BFyc/vfGpo0DXucvgefPvoprataGXvIWDKzMtn12F35+sWvcbW72P203dHoYtJNmiGNE24/gRNuP4Guhi7m/H4OS55awsGXHoykkjYSEUtKShKNHjaXSbl+/fp+xToSGZkjFYFAMCh8+umnTJgwgZdeeoknnniCBQsWDGsxLBqNcumll7LHHntw7rnnJjscgUCQSlROgiP+BOmGPnVxSzkkKRb7EX8acDFs48NIZGVlUVlZSUVFBTqdjpaWFtasWYPD4dioJGOkYrFYANhnn3344IMP+P7777nvvvuYPXs2++yzD1999RWdnZ2cfvrpQKw0LW6yD7EyyWAwSDAYM1AOhWIm6YsWLaKmpmabosZIJT09ncrKSgoKChIlur29vZuYrwcCga0bsocCMZ8tn2tkimFxFAW67Fi/e5eykpKtfm7iWWG1tbVEo1EqKyvJy8tLqoit1WrJz8/H6/Xy888/09rammi8UF1dPSy63C5fvpwVK1ZgMpk49thjueiii3jxxRe54ooreOedd4a0tDMZRCIRAoEAkUgEWZYJBAKJ89lVV13FmjVr+O677/juu++488472Wmnnfjuu+/Izc3d4j61Uv8zAQPuAGqdGn22nmgoynv/fG8jg3pjjhFXu4uQ/9eGFPufvz+fPPgJTd81oSgKIV+I1Z+uxtni3GT/e5y+B2sXr2XFf1cQDUeJhqM0/9BM47eNsf3nGulp6iEa2fL1772736P+q3pC/hByVObHBT/Svrqd8j3LE4+ZcvYUvn7xa5a/sSxAzDUAAIfKSURBVJy9z/41w3vl+yvpqI2VlKcb01Fr1ag0qsRza61vTTw2Pz+fk046iUsvvRSHwwFAW1sbb7zxRv9e1BGMyBATCATbxOfzceONN/LAAw8wdepUPvnkk01Sb4cjTzzxBN999x1Lly4dsZkMAoFgByiogpNmwLIFsHbZLxlXKZ4tFo+xZo+YZ5h2aEzvJUlCr9ej1+sJBAI4HA7a29vp6OhIiRKnoSAuyhgMBvbYY4/EbXPnzuXII49kwoRYMwOPx8O0adNIS0tj//33x+Vy4fP5OPHEEwESHeu+/PJLJk2aNOJLULeGJElkZ2djMpmw2+00NTVhMBgoKCggLS0Nr9dLfX092dnZW8ww4X/zweVI/e/uACChoHe3IzUshwkHbfYxfr+flpaWRBZTbm5uUsdAiqLgdrvp7u7G4/EgSRKKolBQUEB2dnbS4toeFi5cyNy5c1m+fDl//OMf2XXXXbn++uv57LPPePnll9l1112THeKgMnPmTO64447E/zMyMpg6dSqffvopJpMJk8mUuM9isaDVajdaWB83bhw33XTTRmWlOqn/PnZ7/m5P1ny2hjsn3km6MZ2pF04lqzArcf+YA8dQvkc5t4+7HVmWuf7z6xl/1HgigQgvz3gZx3oHmjQNZbuVcdo9m3q/mQvNXPTqRbx9+9u8ctUrKLJC3pg8jr4x1tVx0omT+PbVb7ml5hYURWHW+lmb7EOlUfGfa/5DV0MXkkrCVm7jjPvPoGLvX+dX1ftXo1KrsJXbKBpflLi9c10nr9/wOu5ONzq9jonHT2S/c2OZbVMvmsobl72B2Wxm//3355133uGZZ57htttuY88996Srq4u8vDzOOOMMTj755H6/tiMRSRmS3sYCgWC4snTpUv74xz/S2NjIP/7xDy6//PIRIR51dXUxZswYTjrpJJ566qlkhyMQCFIdey18/ioEPKk7sY5nhe1/GhQmvzQnHA7T1dVFd3c3iqJgNpux2WyjsjNlKBTayKDc6/Xyv//9j88//5xAIMBll12W8Gz54IMPqK6u5vjjj+eZZ54ZVR5i28LlctHa2kokEsFqteLxeBKZdZWVlZtm4DSvho+fS0KkSUZSwfGXguVXHyBZluns7KSzs5O0tDSKioqSmrEUiUTo6emhu7ubcDhMRkYGVqs1IX66XC4qKysTAvFw4eqrr+bbb79lp512wufz8d///pdXX32Vww47DEVRRrXAvT0s8i1iRXDFRkbxo4mHT3yYCcdN4IALDujzNicYTqBCO/wTF4YKIYgJBILNEgwGueOOO7j77rvZc889efbZZ9lpp52SHdaAcdFFF/HSSy+xZs2araZqCwQCQYJQIDWzxeKxjNlzSLPC+ko0GqW7u5uuri4ikQhGo5GcnJwRXz60PQSDQWbNmsWLL77ImjVrGD9+PCeffPJGWRejHVmWcTgcdHR0bHS7Tqejurr610W7UADe+D8IeImZ6Y0iJAnM+XDcxaBS4/P5aGlpIRQKYbPZkuYVFjfJdzqd9PbGzMqzsrKwWq0bnQ9kWaa+vp5IJEJlZeWwyC7dUOx65ZVX8Hg8qFQqjjjiCAoLC4UYtp38HPyZ933vJzuMpFD/dT2PnfYYt/94OxmmvgvD52edj141AI1IRglCEBMIBJuwaNEiLrnkElavXs0dd9zBtddem+j4MxL49ttv2WOPPbjvvvu2aIgqEAgEW6S1Dr5fCG31sUyMZPkSxY+dXwETDo6VeKYwsizjdDrp6uoiGAySmZlJdnY2RqNxRGQebw+yLCNJ0mYnyl6vl0WLFtHa2sq5556LLMuj9nX6LdFolNWrVyPLG3/3bDYb+fn5sf8seQ3qlqeOcJ0E5EmH0Z47lq6uLjIyMigqKhryDpIQy5B0Op309PQQDofR6XRYLBYsFssWx5fhcJi6ujq0Wi0VFRXD4rO/JdFLfHe3n+5oN3Ndc5MdxpDz2GmPsX7Zek7++8nsfVbfO0RnSBn82fznQYxs5CEEMYFAkGD9+vVce+21vPrqq+y1117MmTMn4XkyUpBlmf333x+3283y5ctHlNAnEAiGmN5OWP0VrP0GIiF+aUk5yAf95RgaXcwnbKe9ICtnkI85sMQ9gxwOBz6fD7Vajdlsxmw2D7vyqMFgcyKZyC7ZmNbWVrq6ujZ7X3l5OQZny+gslfwNChJ1444mq2wMNpttSD9Dsizjcrno6enB6/WiUqkwmUxYLBYyMzP7FIvP56O+vp6srCyKiopG1HdAURS6u7sxmUzDIgMuWSiKwiPOR4gQSXYoKY+ERLmmnBOMJyQ7lGGFmAkKBAI8Hg+zZs1i9uzZZGdn89xzz3HWWWeNyNWs559/ni+//JKFCxcKMUwgEOwYWTmw13Ew+QioXwE/fQnO9l+7Ug7UmuOG+zPnws77QMVE0PbfbDgVkCQpYbAcCARwOp2JzLH09HQsFgtZWVmj9hy94bU3LoSNJCFgIFAUBZVKtUmGGEBrQz01P77D0AjUKY4ElS3foNptypB0y1UUBb/fn/hOy7JMZmYmRUVFmEymfneJjG/b3NxMeno6NpttkCIfOp544gmef/55urq6qKqq4oEHHqC8vDzZYaUskiSRo86hNdq67QcLyNPkbftBgo0QGWICwShGlmWef/55brzxRrq7u7nmmmu4/vrrMRgMyQ5tUOjt7WWnnXbi4IMP5sUXX0x2OAKBYKShKOBohrZ10NUCnU3gc8Xu66tI9tvHZZogpwSyiyC/EmzFQzKxHWriWWM9PT243W4kScJoNGKxWDAYDEIQEmwWRVFQFIVoNEo0GiUUCpG59is0Kz8b1aWSm3DANKicNGi7j0QiiZLIYDCIRqPBYrFgNpsHpIlGW1sbDoeDsrIyjEbjAES8/SiKQmdnJyqVqs8CXVzY7unpITs7m46OjhEh7g0Vo91Yvz8IQ/3+MzqX3gQCAV9++SUzZszg66+/Ztq0afzzn/8c8StUd9xxB263m3vuuSfZoQgEgpGIJMXEq5ySX28L+qDLHhPIulpiZZaRCETDEP2lBEStAbUWNJpY1ll2MWQXxn7SRofx/IZZYxtOrhsaGtBoNJjNZiwWy6jsUCnYMvHsOZVKhVarJV2nhdplQgzbEEmCn5YOuCAWjUZxu9309vYmRGyTyUR+fv6Ai9h5eXkEg0GampqorKwcVB+0SCTCihUraGxspKOjg5NOOomsrCz+8Ic/8NNPP6HRaNDr9VxyySX8/ve/B7Ze0rzhfSaTibS0tIQY5vV60euF+fm2yFXnCjGsj+SqRaOw/iIEMYFglNHc3MwNN9zACy+8wOTJk/nss8848MADkx3WoLNy5UoeeOABZs6cSXFxcbLDEQgEo4W0TCisjv0I+oRGo8Fms5GdnU0gEKCnp4fu7m4cDgeZmZmYzWaysrL6XX4lGAU0/QwBT7KjSC0UBRxN0N0K1oId2pUsyxuJYIqikJGRQUFBwaCWOUuSRHFxMevWraOhoYGqqqpBO9bcuXP597//TXFxMZmZmbz++uu89dZbNDQ0cPXVVzN9+vTNxrc54/xIJIJKpUrcr1arCQaDTJw4EZVKxbhx47j++uvZddddB+W5jBRKtaWoUAlRbCtIxEpLRXfJ/iNKJgWCUYLP52P27NncfffdGAwG7rrrLqZPnz4qJhSKonDooYfS3NzMDz/8IDIMBAKBYJgRn4j39PTg8XiQJImsrCzMZjN6vV6UVApivP8ktK8XGWK/RVJBze6wz0n93lSWZTweT0IEk2WZ9PR0srKyyMrKQqcbOi/DUChEXV0d6enplJeXD8r3Xq/X891331FTUwPEPP06Ojq48MILOeusszjllFNwuVwYDAZUKlUiA2zp0qXsvffeG8XkcDhobGxkt912Swhmn3zyCRUVFVRUVDBr1iw++ugjHn300cTxBJvnPc97rAmvQRntvoBb4fDMw9klbZdkhzHsGHmO2QKBYCMUReGll15i7NixzJw5k0svvZS1a9dy3nnnjQoxDODpp59m4cKFPPTQQ0IMEwgEgmGISqUiKyuL8vJydtppJ3JycvD5fKxfv541a9bQ0dFBKBRKdpiCZNLbCW31QgzbHIoMtcshFOjTw+MCdHNzMz///DONjY0EAgFsNhs1NTVUV1eTk5MzpGIYgE6no7S0FJ/Ph91uZzDyOiZOnMjzzz/PK6+8wlVXXcVVV12FzWYjLS2Nq6++ml133ZWTTjqJF154Aa/XiyRJfPvtt8ydO5eenh6ARFynnnoq33///Ub7P+SQQ6ioiHk8XXTRRSiKwurVqzfaTrApE9InCDFsK+jQMUY3JtlhDEtEyaRAMIJZtmwZM2bMYMmSJZx44onMnj2b6urRVbbT2trKVVddxR//+EeOOOKIZIcjEAgEgh1Eq9WSm5ubEMV6enpwOBx0dHSg1+uxWCwYjcZRs+gj+IXVX8cyoRRRVrVZ5AjULY91qd0MiqLg9Xrp7e3F5XIRjUbR6XRkZ2eTlZU1qL5d/UGv11NQUIDdbic9PZ3s7OwB3f+8efP405/+xOLFi9Hr9WRmZvLDDz9w5513oigKNTU1rFy5ktNOO41oNMr06dP58MMPKS0tTRj+RyIRtFotZrOZ1tZYd0SVSkUwGNxoYXbBggVYrVbKysoARKbrVihQF2BVWemWu5MdSsohITE+bTwaSUg724N41QSCEUhbWxs33XQTzzzzDOPGjeOjjz7i0EMPTXZYSeHSSy8lLS2Ne++9N9mhCAQCgWAAkSQJvV6PXq8nGo3icrno6emhubkZiE2cjUYjRqNRZAePdMIhWLtMiGHb4qcvYOyURKfaeDmky+XC7XYTjUbRarVYLJaECJaKIo3VaiUYDNLa2kpaWtqAdke///77OeKII7jxxhsBOP/883n88ceZPXs26enpRCIRxo0bx5577sn//vc/pk+fTnt7O2azGa1WSyQSSYjxOp2ON954g8LCQqqrq9lvv/246667mDdvHlqtloyMDG655RZ23XXXrRrzjyZ6enrw+/2o1Wo0Gk3ityRJTNBN4NPAp8kOMeVQUNg1TfjQbS9CEBMIRhCBQID77ruPv//976SlpfHQQw/x5z//edCMR1Od1157jddff51XXnkFq9Wa7HAEAoFAMEio1WosFgsWi4VQKITb7cbtdtPe3k5bWxtpaWkJcSwzM1NMPEca7fUQESWz28TdTaSnHbeUhsvlwuPxoCgKaWlpKS+C/Zb8/PyNOk8OhOgtyzJdXV2JTC+Aqqoqli5dmsiQ02g0rFu3Drfbzf777w/EukfGM9U0Gg2fffYZl1xyCYqiUFxczIcffkhRUREAZ511FmeeeSaFhYWJklMhhv2K0+nE6/Vu9j5dmg6NTUOEyBBHlbpISJRoSjCrzckOZdgyOmfJAsEIQ1EU3njjDa655hqampq45JJLuO2227BYLMkOLWl0d3dzySWXcNJJJ3HaaaclOxyBQCAQDBHxMq/s7Gyi0SherzeRPeZwOFCr1QlxzGAwiNLKkUCXXZRL9pHWH5fRay0nIyOD3NxcTCbTsMyglCSJkpIS6urqaGhooLKycocXgFUqFZMmTeL1119nr732oq2tja+++opp06axdOlSzj77bMxmM9FolFNOOYU///nPfPfdd6xatYrbb789sZ+pU6fy448/bvYY8fLIOEIM2xir1bpFQaykoIRxqnF8H/xe+In9goLCxLSJyQ5jWCMEMYFgmLNixQpmzJjBp59+ytFHH827777L2LFjkx1W0rnmmmsIBAI8/PDDYqAhEAgEoxS1Wo3JZMJkMqEoCn6/H7fbjcvlwul0IkkSmZmZmEwmjEbjkJuECwaIrhZhpt8HFEmFTQqRv9NOaLXaZIezw6jVasrLy1m3bh0NDQ2Ul5fvsMB98cUXYzabefTRRyktLeX444/nd7/7HcFgkI8//piCgoKNzhOFhYWceOKJjBmzqaG5LMsJwSv+81vEGDWGoih4PB6cTudm7y8vL8dgMLCHvAergqsIEx7aAFMQCYl8dT4V2opkhzKskRTRzkIgGJY0Nzczc+ZM5syZQ01NDffeey/HHHNMssNKCT788EOOOOII5syZw/nnn5/scAQCgUCQgmxYWun1ehOlY0ajEZPJREZGhpisDhde+Qf4PcmOYniQWwZH/znZUQwofr+f+vp6MjMzKSsrG5LvrcjsGhhCoRBOp5Oenh7C4TBpaWloNJqNssSKioo2qnr5KfgTH/g+SEa4KYUaNWebzhblkjuIEMQEgmFGXV0dd999N8888wwGg4Fbb72VSy65ZESs9A0EXq+X8ePHU1FRwccffywGKwKBQCDYJtFoFI/HkxDIotGoKK0cLvg9MUFM0DfUWjjr1liJ6Qji/9u77/imyv0P4J+T0SZN2yTdTSdFlsgSVECmgsiSoggqoHARRURFEUXUiwqiXK8KIk5URBBQ2SoXRQGVjVwVL7K6915p0szz+6O/RgoF2tL2JM3n7Ssv2pMzvk1q23zyPN/HaDQiLS0NWq0WUVFRV/z3n9P59/RbmaxpHqual93e/repzWZzrWZqMpkgk8mg1Wqh1+uhVqths9lw+vRpAEBYWBjCwsJqHS+KIrYZtyHNnubVUycHqgeiu6q71GV4PE6Z9DCiKMJut8NisbiG4db8wJbJZK7huD4+PvDx8fH6H7ityf/+9z8sXrwY69evR0hICBYtWoQZM2YgMDBQ6tLcynPPPYe8vDzs2rWL3/9ERFQvcrkcWq0WWq3WNbWyZuW9c6dW1tzUarXXLljjdoqypK7AszhsQHkxoA2RupIm5e/vj6ioKGRmZkKhUCAiIuKKztdUIVgNh8OBiooKV9DubaxWK8rLy10hmCAIrucsMDCw1hsOPj4+CAoKgiAICA0NveBcgiDgZs3NWF222iunTtZMlWTvsKbBEWJurCb8MpvNtW4Oh6NexwuCAJVK5frDTa1WMyTzQEePHsXLL7+MLVu2ICYmBk899RSmTZsGtVotdWlu5+DBg+jbty9ee+01zJkzR+pyiIioFaiZWmk0GmEymVx/h/n6+kKtVrtCMl9fX/6NdY63334bq1atwvHjxzF8+HBs2bKl1v3l5eWYMWMGvv76a6jVasyaNQvPP//8Zc+bnp6Oq6++2vW5yWSCr0IOuaz6sZ/U5xrMG9kHbea+g15tInH4n1Ncz8vSnYex5dhp7HlmEgBg0CtrcCApC0r53+HHv8bfhJk397zSL79O8XNWYOk9Q5DYswP2/JWGxLe+Qum79ft7RRRFvPrNAby/+78oqDAhSh+Azx4YjRvaRl322NSCUrSZ+w5KVjwBnUaFF44VYdGKla6VEwFg9OjRWLduHVatWoWpU6dizpw5+Pe//+26PzExEd27d6/VPN4dFRYWIjc3F5GRka6VH91FSUkJsrKyYDAYvGL185oQrKysDGaz2RWC1fR1vNJRt946dZJTJZsW39pyMzXvShYXF7uG7F/pucxms2tbzTucQUFBCAwM5B9ubkoURfz0009YvHgxvvvuO7Rr1w4ff/wxJk6cyIa/F2GxWDBt2jT07NkTjz32mNTlEBFRK3HuqpWiKMJqtcJkMsFsNsNkMrmaQMtksgtGkXnzNEuDwYDnnnsOu3btQmZm5gX3P/LIIyguLkZ6ejry8/MxZMgQxMXF4d57773keWNjY2E0/t0vLD4iFEvHD0Jiz7+bmqcWlAIAUgpK8dWRk7jz+k4XPd+SOwdj9rDrG/jVtbxnN+7FT6fSseupu9E2TI/0onL4KBrx/SXIgKpKjBo16oKQsoZer8e7776Lxx57DDExMVdWeAsLCQmBzWZDTk4OFAoFtFqt1CW56PV6VFVVITs7G76+vtBoNFKX1OQuFoJFR0cjICCgSX8mdvTpiNPW0143dbKfuh/DsCbEQMxNOJ1OlJWVoaioCFVVVc12HVEUUVlZicrKSigUCgQFBUGv17P/lJsQRRH/+c9/8PLLL2Pfvn3o2rUr1q9fj3Hjxnn1H9X18corr+D06dP49ddfOY2FiIiahSAI8PX1ha+vr6vJs8PhcIVjJpMJRUVFyM/PBwCoVKpao8i8aaT+7bffDgD47bffLgjETCYT1q9fj3379kGn00Gn0+GRRx7BRx99dNlA7ELi/98uNH9UXzy3aS/G9uwAhfzKp8BtPHIS8zfuQW5ZJUZ2a4tXxg1G30WfIuONRyCTNd/zWmw0443/HMIfi+7HVeHVI4viQq4g6LnMG+6xsbHo2rUrFixYgI8//viyp5s7dy62bt2K//znP0hISABQPVIrOjoa//vf/9C2bdvG19oIERERsNvtyMzMhFwuh7+/f4te/1IiIiJQVVWF9PR0tG3btlW80W21Wl09wZo7BDuXIAgYohmCdeXrYBJNrT4UEyAgThHHqZJNrHV1U/RAFosFOTk5OHnyJLKyspo1DDuf3W5Hfn4+Tp06hfT0dBiNRnAGrTScTic2btyIXr16YcSIEbDb7di2bRt+++03TJgwgWHYZfz5559YvHgx5s2bh65du0pdDhEReZGaF9xhYWGIj49Hx44dcdVVVyEqKgpqtRomkwlZWVk4c+YMTp48ibS0NBQUFKCysrJW425vcurUKVitVnTv3t21rXv37vjjjz8afrJL/Ol6X78uUMhk+Oin3xp+3vMcz8jHxPe34uNpI5G99BEk55fizhWbcFuPds0ahgHAwaQs+CoVWHfwBAyz30L8nBV4+osfYbU3ciaJePnjXnrpJWzYsAEnTpy47L7/+te/cNNNN+GNN95wbVu9ejV69+7d4mEYUB2UREVFwc/PD+np6S36+upyBEFATEwMZDIZ0tPTPfZngNVqRUFBAc6ePYvTp08jPz8fSqUS0dHR6NixI+Li4qDT6Zr9NYxGpsG4gHHwFXwhoPW+2SBAQKQiEiP9R3rNmyothYGYROx2OzIyMnDmzBkUFRVJ/sOwvLwcqampSEpKcqtfGq2dzWbD6tWr0blzZ4wbNw46nQ4//PADDhw4gNGjR/MHXj04HA7cf//9aNu2LZ577jmpyyEiIi9X08NVr9cjKioK7dq1Q6dOnRAXF4egoCA4nU4UFBQgJSUFJ06cwNmzZ5Geno68vDyUlJTU6lPWWhmNRmg0mlojunU6HSoqKhpxtosnYnJBhsXjBuHFrb/AZKm7+fYzX+2B7qHXXbdKi7XO/Tb9egoDO8bixnYx0Pj64L5+XXAkJQd39OrYiJobpriyCuVmC87kFeP0qzPw0/xJ2PFHEpZ8c6ARZxMBpxPffPONa3SeTqfDzp07a+0VHx+PBx54APPnz7/sGQVBwMyZM/HVV1+5vnc/+ugj/OMf/2hEfU1DJpMhNjYWPj4+SE1NhdVa9/MqBYVCgbi4OFgsFmRlZXnMgASLxXJBCObj44OYmBh07NgRsbGxLRKCnU8n1+F2/9uhgKJVhmICBITIQzDGfwwUAmfBNDU+ohIoLy9HVlaWW/6xU1VVhbNnzyIsLAyhoaEMZJpJVVUVVq1ahSVLliA1NRWjRo3CJ598gt69e0tdmsdZvnw5Dh8+jF9++QW+vr5Sl0NERHSBmpXlalaXE0URFovF1YvMarWipKQEdru91jG+vr7w8fFxTdOsWUW8qVfAa2n+/v4wmUyw2+2uUKysrKxZVt8bc217/Ovbg1j2/RGolRe+9Hll3KALeoj9fCodw9/Y4Prc+P5c5JQa0TZM79rWPTYceo0KgzrGNWm96UVluHr+B67PTyx+AP6+1a1NXhw7AP4qH/irfPDY0Ovw/p7/4vkx/Rp+EVHEyJEjL9pDrMazzz6Ltm3b4sCB2sHbjBkzsGbNGgDApEmT8N5776Fr164IDAzE3r17oVarkZmZiXHjxjW8tiYkl8sRFxeH5ORkpKamIiEhwW3aaqhUKkRHRyMjIwMqlarO1RSlZrfbUVlZCaPRiMrKSlitVgiCgICAAISGhsLf399tZrGEKkJxR8Ad2GTcBJtoazXTJwUICJWHYqz/WPgInj+91h25x08EL2G325GTk4OysjKpS7ms/Px8lJeXIzo6utYKNHRljEYjPvjgA/z73/9Gbm4uxo8fjy1btqBbN84Fb4wzZ87g2WefxaxZs9C3b1+pyyEiIqqXmlFk5/+N5XA4YLVaYbFYXP9WVVWhvLy81myCmmDs/MBMoVB4xJuZHTp0gFKpxO+//46ePatXdPztt9/QpUuXOvevmV7q7+/fqK9vyfjBGL30SzwypH6rR/bvEAvj+3NrbYvQanAyp8j1+amcYogimqQ32blig7UXXNvhbMoX9wJQz0A1JCQEc+fOxdNPP11rVcT33nsP77333gX7jxs3Dhs2bIDdbseECRPg5+fXZFU3llKpRHx8PJKTk5GWloY2bdq4TaCs1WpRVVWFvLw8qFSqZgmEG6ImAKu5WSwWANUr6vr7+0Oj0SAgIMBtHr/zhSvCMT5gPDZWbESVWOXxoZgAAQaFAbf538YwrBkxEGsh7jwq7GI4WqzplJaWYvny5Vi2bBnKysowefJkzJs3D+3bt7/8wVQnm82GiRMnwmAwYPHixVKXQ0REdMXkcjnUajXUanWt7aIowm63u0KymsCsoqKi1lQwmUxWKyhTKBSQy+Wuf2s+bokXtHa73XVzOp2oqqpy1efn54cJEybg+eefx7p165Cfn4/ly5dj4cKFdZ4rJycHVVVVUCqVCA4Ohl6v/3tkSj3+Pu3XPgb92kXjnR+P4Zqoxo3ESby2AwYvWYuskgqEB2qw4sdfYXM48Ht6HrrFhgMApny4HQCwavroep+3ymqv9blSIYP8vOenTagOQzrH46Wtv+Dde29FqakKy3cdxZ3X/b16ZvycFXghsT+m9K9HL1Wh/s//448/jhUrVsBms9Xq+VaXO++8E0OHDoXFYsH3339f72s0N19fX8TFxSElJQUZGRmIjY11m9c1YWFhqKqqQkZGBtq2bduisx0cDketAKymbY5SqYS/vz9CQ0Oh0Wg8avG1YHkwJgRMwCbjJlQ4Kzw6FGujbIPhmuGcJtnM+Og2M1EUkZ2djZKSEqlLabSa0WLx8fFuM8zYU+Tn5+PNN990/SFx//33Y+7cuYiNjZW6NI+3cOFCHDt2DPv373er1YOIiIiamiAIUCqVUCqV0Gg0te4TRfGCUWUWiwWVlZVwOBx19icSBOGCsOz80Oz8fxsaICxatAgvvvii63O1Wo2BAwdiz549AIC3334bDz74IKKjo6FWqzFr1qxaK0wOHz4c/fv3x/z5810Bns1mQ25uLvLy8qDT6f5/1FL96nrlzkHo9vxHDfoaztU9Lhz/Gj8YI9/YgCqbHYM7xWHOsOsxbsUmfDBlOAZ3ikd6cTnuvuHqep+zzGyB+oF/1dr2ybRRdYZaax8cgwc+2YHwx5YhUOWDSX2vwVMjqlttWGx2FBpN6N3WcPmLCqj3CDEA0Gg0+Oc//4mZM2dedt8ePXpAp9PB19fX7dqA+Pn5ITY2FmlpacjOzobBYHCLUEwQBERHR7tGsLVt27bZpiE6nc5aAZjZbAZQ3dPM398fwcHB0Gg0Hr/ypVauxaTASdhv3o/fLL9BgOAxwZgAAXLIMdBvIDr7dHaL79HWThA9pYufB3I6ncjIyGhkg1D3o1Qq0aZNG4//IdncRFHEgQMHsHLlSqxfvx5yuRwzZ87E448/joiICKnLaxX279+P/v3744UXXsDzzz8vdTlERERuSRRFOJ1OOBwOOBwO2O32ev1bF5lM5grIagKqmhdr575oa8jHdW2rqfncW1VV1UUXoOpQ/BeUqX8AorQLVFlsdnR9fiX+XDQdSkXL9lXaezIN7+3+L9Y9lHj5nQUB6HEL0GVAs9Ry7733QqfT4a233mqW81+pkpISZGVlITg4GBEREW4TOFgsFiQlJUGj0TTZCDan0wmTyVQrABNF0bUyrkajcQVg7vI4NLUsWxZ2mnbC6DR6RCgWq4jFEM0QBMiknT7rTRiINROn04m0tDRUVlZKXUqTUigUaNOmDZuX16GwsBCfffYZVq5ciRMnTqBNmza4//77MWPGjFp9F+jKlJeXo3v37oiMjMTevXs5apGIiKgJ1QRSlwrNzg+nzn05UfNxXdvq87EgCJDJZK5/ZTKZa+GB82m1WkRVZkN2aNsVftVeZuhUwHBVs5x6ypQp0Ol0WLp0abOcvykUFRUhJycHISEhCA8Pd5swqKKiAmlpaQgJCWnwm+jnjhQ1m80wmUwwmUyuAKwm/NJoNPD19XWbr7kl2ESbW48W46gwafGVZDNorWEYUN0PIjk5GW3btuVIMVQ/1z/++CNWrlyJzZs3AwDGjh2LZcuW4aabbnLbppOe7LHHHkNBQQF27drFMIyIiKiJCYLgmjrpLnJyclBU9HdDe61Wi4iIiOreRkX8W6vBgusxtbIVCw4OhiiKyM3NhSAICA8Pl7okAEBAQAAiIiKQm5sLtVoNrVZb534OhwNVVVW1bhaLxRVUy+Vy+Pn5ITw8HBqNBiqVyqtDFqWgxEC/gbhKeRV2mnaiwlnhFsFYTQ3RimgM1QzlqDCJ8NVkExNFERkZGa0yDKvhcDiQkpKChIQEj2qy2JSysrKwatUqfPTRR0hJSUGnTp3w6quvYvLkyQgJCZG6vFbrq6++wqpVq/DJJ58gISFB6nKIiIioBdSEcyqVCgaDofbqhbrw6ibxEk+Z9BSiXyDgo65n57WGW7VqVTOduWmFhIRAFEXk5eVBEASEhYVJXRKA6rDObDYjMzMTSqUScrn8gvDLZrO59vf19YVKpUJgYKBr5VpPWW22pUUpo3Bf4H1IsiXht6rfkOPIkSQYE/7/v3bKduiq6opIeSSfLwlxymQTEkURWVlZKC0tlbqUFuHj49OsjR/djd1ux7fffosPP/wQ3377LVQqFSZMmID7778fffr04Q+yZpaVlYUuXbrg5ptvxhdffMHHm4iIyEvY7XaYzWb4+/vX/ft/23KgJLflC/MwIgSU66KR3X5grdVIfX19XR972+yG/Px85OfnIyIiQtI3tc8d9WU2m1FWVlZrSrFcLncFXjU3X19fr3u+mlKhoxDHLcdxwnICdtgvf8AVqAneNIIG3VTd0NmnM/xkfpc/kJodA7EmVNOk0ZtotVrExMRIXUazSkpKwkcffYRVq1YhJycHvXr1wv3334+7774bgYGBUpfnFZxOJ4YNG4YTJ07gjz/+QHBwsNQlERERkbvYvxk4e4yjxC5DFARUdRqAirjutVYkPbcnnFKprBWQKZVKKBQK17+t7Q1JURSRn5+PgoICREZGNtvfmKIowmazwW63w2azuW5Wq/WCUV8qlQpKpRKVlZVQKpWIi4tjq5pmZBWtOGk9iT+q/kCRs3pqtvD/YygbO3pMBhmccLo+jlZEo5tvN8Qr4yETGGK6E06ZbCI2mw05OTlSl9HiysrKoNVqW10wVFVVhS1btuDDDz/Ejz/+CK1Wi0mTJuH+++9H9+7dpS7P67z11lvYtWsXvvvuO4ZhREREVFtIFHDmqNRVuD1BFKGOSoD6nOmBoijC4XC4wrGaoMxoNMJqteL8sRMKhcJ1Oz8sq/nXk4KzmumSTqcTOTk5EAShwYthOZ3OOsOucz+322uPQBIEAUqlEj4+PtBqtfD19YVara41Sq+yshKpqakoLCyEweDdfd+ak4/gg66+XdHVtyusohUF9gLkOfKQ78hHrj0XZc6yWvsL50w4Pj8wk0GGYHkwIhQRCJOHIVwejiB5EOSCd8yo8kQMxJpAzVTJiy0H3dplZWXBz8+vVTQ4//PPP7Fy5Up89tlnKC4uxoABA7B69WqMGzcOarVa6vK80vHjxzFv3jw8/vjjGDp0qNTlEBERkbsJiZW6As8gCEBw1HmbBFeIpdFoat1XE5adG+7Y7XbXxzUjm84PewBcNjSTy+W1VhStuUlBEARERERAFEVkZ2dDFEUEBgbC6XS6Vl2tCb3qCrscDket88lkMiiVSiiVSqhUKvj7+7s+r7nVfN2XotFoEBkZiezsbKhUKq5a3wJ8BB9EKaMQpfz7/5OakKzcWQ4HHLCLdthhhwwyyCGHXJBDKSgRJAti+OWBOGWyCXjjVMnzefLUSaPRiA0bNmDlypU4ePAgQkNDMWXKFEybNg0dOnSQujyvVlVVheuvvx4AcPjwYahUKokrIiIiIrcjisD2t4GSPEDilePcliADYjsBg+5p8lOLolgrKDv/43O3XbLE8wKymo/P//dS22rqOT/MquvjurZdjlwurxVs1YR8537e1P2Vs7OzUVJSgvj4+AtCSyK6Mp4/pEdi3jpV8nyeNnVSFEUcOXIEK1euxLp161BZWYlhw4Zh48aNGDVqFOfpu4lnn30Wp06dwtGjRxmGERERUd0EAejUp7qXGNVNdAIdezfLqWum/ymVykvOqKgJzmw2W53h1PlBVV3bzj3uYvufG5ad/7FcLr9g+7n3A0BpaSlMJhNCQ0MREBDguk+hUEjSxD4iIgJVVVXIyMhA27ZtoVQqW7wGotaKgdgV8Papkudz96mTDocDBw8exJYtW7BlyxacPXsWMTExePLJJzF16lTExnK4vTv54Ycf8MYbb+CNN95Aly5dpC6HiIiI3FmbrsDhbwC7VepK3FNAMBDeRtISzg3O3Jler0dmZiYKCgqgVqslf8NfJpMhNjYWSUlJSEtLQ0JCAleXJGoinDJ5BYxGI1JTU6Uuw62EhIQgIiJC6jJczGYzfvjhB2zZsgXbt29Hfn4+wsPDMWbMGNx+++0YMmRIkw9rpitXXFyMrl27olOnTti5cyd/6RMREdHlHf4GOHmQq03W5fpR1aPoqF5EUURGRgYqKioQGxuLgIAAqUuC2WxGSkoKNBoNYmNjPWbhAiJ35p5DeTxEUVGR1CW4neLiYoSFhUkaYBQXF+Obb77Bli1bsHPnTlRWVqJ9+/aYMmUKEhMTccMNNzBgcWOiKOKBBx6AyWTCqlWr+FwRERFR/XS4Hvhrv9RVuB+5AmjbQ+oqPIogCIiJiUF6ejrS09MRFxcHf39/SWtSq9WIiYlBWloasrOzYTAYGIoRXSEGYo1ks9lQUVEhdRlux+l0ory8HDqdrkWvm5aWhq1bt2Lr1q3Yu3cvHA4HbrjhBjz33HNITExEx44dW7SeliKKousXodPpbBXh0fLly7Fx40Zs2rQJUVFRlz+AiIiICAC0oUBEApCXUt1on6qb6bftAfiwF2tDnRuKpaWlucVIsYCAAERFRSErKws+Pj4IDQ2VtB4iT8dArJGKi4ulLsFtFRUVNXsgJooi/vjjD2zduhVbtmzBf//7X/j4+OCmm27CihUrMHr0aBgMhmatwR2UlJRApVJBoVC0ioUADhw4gDlz5uCJJ57A2LFjpS6HiIiIPE3nG4HcZKmrcB+iCHTkVMnGqunflZGRgfT0dERHR0Or1Upak16vh81mQ15eHhQKBfR6vaT1EHky9hBrBKfTiVOnTsHhcEhdittq27btJVeZaQy73Y5ffvnFFYKlpqYiMDAQI0eORGJiIm699VbJm162pOPHj+PBBx/E1VdfjSNHjmD58uUYMGCA1GU1WmFhIXr06IHY2Fjs2bPH7RuuEhERkZva8zmQfoKjxADgmgFAz2FSV+HxRFFEZmYmysrKEBUVJXkIVbO4W2lpKeLj4yWfzknkqTx/fpUEKioqGIZdRlONoDOZTNiyZQumTJmC8PBwDB48GF988QVGjBiBnTt3oqCgAJ9//jnGjx/vVWFYYWEh7r77bjz44INYtmwZhg4diqFDh+Kjjz4CUP1L0pM4HA5MnDgRFosFX3zxBcMwIiIiarwbbgOUvlJXIS1BAAJDgO43SV1JqyAIAqKjo6HX65GVlSV5L2lBEBAVFQV/f3+kp6fDbDZLWg+Rp+KUyUaQ+gegJygtLUVERESjVnAsKCjA119/jS1btuD777+H2WxG586dMWPGDCQmJqJnz56tolfWlTh+/Diuv/563HfffQCAhx9+GMeOHcPjjz8OtVqNe+65R+IKG+bll1/G999/j++++459w4iIiOjKqP2BPonA3vVSVyIdUQT6jQPkfJOxqQiCAIPBAJlMhpycHDidTkl7eNX0OEtJSUFaWhoSEhJaRQsVopbEKZMNZLfbcfLkSanL8AgxMTH1mmNvNpuxf/9+/Pjjj9i9ezcOHToEURTRt29fJCYmYsyYMWjXrl0LVOw5jhw5gjFjxuCDDz7AqFGj8M4776CyshIRERH45JNPsGnTJmi1Wo9Yeea7777DrbfeihdffBHPP/+81OUQERFRa+HNUyc5VbLZiKKI/Px8FBQUIDQ0FGFhYZL+zW2z2ZCcnAyZTIaEhIRGDUgg8lYMxBqooqICaWlpUpfhEUJCQhAREXHBdovFgkOHDmH37t348ccfcfDgQVitVoSGhmLw4MEYOnQoRo8ejfDwcAmqdn8OhwNyuRz//ve/sXz5clx33XVITk7GV199Bb1ejylTpuDzzz+HRqORutTLysjIQI8ePdCrVy98++23Xj/yj4iIiJqQ2QhseROwVkldScsRBCAgGLhtFkeHNbOCggLk5eUhODgYERERkoZiFosFycnJUKlUiIuL49/URPXEKZMNxPnZ9VfzWNlsNhw9etQVgO3fvx9msxl6vR4DBw7Ev//9bwwePBidO3f2iBFNUlm0aBEsFgsqKiowffp0PPnkkxgxYgQqKysRHR2NyMhIHDhwAAUFBaisrHT7QMxqtWLChAnw8/PDmjVr+IubiIiImpbaH+gzFti7TupKWo4ITpVsIaGhoZDL5cjOzobT6YTBYJDstYyvry9iY2ORmpqKrKwsREdH83UVUT0wEGsgBmL1V1ZWhhEjRuDnn3+G0WhEQEAABgwYgEWLFmHw4MHo2rUrh/TW0zPPPIOjR49i+vTpOHbsGHr06IFPP/0Ud999t2ufvXv3YtasWVi4cCHCwsIgiqJb/yJ8+umncfToUfz0008ICQmRuhwiIiJqjeKvAcpuBn77QepKWka/O4DQGKmr8BpBQUGQyWTIzMyE0+mUNIjSaDSIjo5GRkYGlEplnTN1iKg2BmINxECs/hQKBbRaLZ577jkMHjwY1157LRQKfss1VHJyMg4ePIjdu3cDAAYOHIjdu3dj4sSJKCsrw4wZMwAAv/76K55++mkkJia6fRj21VdfYenSpXjrrbfQu3dvqcshIiKi1qzrYMBiBv7aL3UlzSov/noEGjpCLXUhXkan00EmkyEjIwPp6emIiYmRbOaDVquFzWZDbm4ulEolgoODJamDyFN4zRylxYsX1xpNc76lS5di0KBBlzyH3W6H3W6/7LW2bNmCcePGNbREj/D1119j0qRJ9d7/vffew9NPP43rr7++ScKw4cOH45133rnsfnv27IFOp2v26zS3/Px8REVFoaKiAtu3bwdQ3Ztt0KBBeOedd/Dxxx8jJSUFAPDEE0+4nht3DsNOnz6Nf/zjH5gwYQJmzZoldTlERETU2gkCcN1w4KqeUlfSbBxdb0JFVGckJyejrKxM6nK8TmBgIGJjY2E0GpGWlgaHwyFZLSEhIQgODkZOTg7Ky8slq4PIEzQ6ELNYLJg+fTratGmDgIAAdOzYER9//HGDzhEfHw+1Wg1/f3+EhIRg9OjRSEpKamxJLqtWrUL37t1rbZs/fz7Wrbuy/gHeMjrsyJEj6Nu3b533jRo1CmvWrKn3uS71mNX1PF3Ojh07MHPmzAYd0xgtdZ1LKSwsxLx58/Dnn3/i9ttvx8qVK/Hwww9jxIgRAIAHHngA/v7+HvV9aTKZMG7cOBgMBnz44YduHdwRERFRKyLIgL6JQMc+UlfS9HoNh7zHzUhISEBgYCAyMjKQl5cHrp3WsgICAhAfHw+z2YzU1FRJQ7GIiAjX94LJZJKsDiJ31+hAzG63IzIyErt27UJ5eTlWrVqFOXPm4LvvvmvQedatWwej0Yjk5GT4+fnh3nvvbWxJzc5isUhdgsfxpLDG3QiCAK1Wi4yMDDz55JOYOnUqDAYD7rvvPixZsgQymQxKpRIFBQVSl1ovoijioYceQlJSEjZu3IiAgACpSyIiIiJvIsiA60dWT6FsLfqOBTr3AwDIZDJER0cjPDwcBQUFyMjIkDSU8UYajQbx8fGwWq1ISUmp1+yi5iAIAqKjo6FWq5GWlsbXsUQX0ehATKPR4KWXXkLbtm0hCAJ69+6NwYMH45dffmnU+QIDAzF58mT88ccfAKqnik2cOBGRkZEwGAyYPXu263/kmulwy5cvR2RkJCIiIrBgwQKIooj//ve/mDFjBo4fPw5/f3/4+/sjPT0dL7zwAhITE13X+9///ofevXsjICAAgwcPRnZ2dq16zp49i2HDhiEoKAht27bF0qVLa/1CWbt2LYYMGYJ+/frhrbfewrhx47Bly5YLvq41a9Zg6tSptbbt2LEDY8aMcX3+7bff4o477kDv3r1xyy23uM7z119/4d5778WNN96IAQMG4KmnnkJpaanruKlTp2Lp0qV48MEHccMNN2D8+PE4ffq06/5PP/0UQ4cOxQ033IBhw4Zh48aNDXpO6nL+dNBhw4bhgw8+wPjx49G7d288+OCDyM/Pd92fnJx8weMI4KLPEwCsX78eXbt2hU6nw3XXXYf9+//u9zBo0CDXOYDqvlk33XQTgoKCEBoaikceeaRWvStXrkRMTAyCg4Px1FNP1bpvzZo16NSpE3Q6Hfr164djx441+DrFxcUYO3Ys9Ho9dDodevbsibS0tMY9uOcJDg7G7bffjieeeAKHDx9GYmIinn32Wdxzzz0AgFmzZkEmk2HgwIFNcr3m9tFHH2H16tV477330LlzZ6nLISIiIm8kCECPIdVBklxZHZJ5GkEAfP2AmycD7Xqdd5eA0NBQ1/S95ORkWK1WiQr1Tn5+fmjTpg3sdjuSk5MlC6NkMhliY2OhUCiQmpoqWThH5M6a7DdAVVUVDh8+jK5duzbq+NLSUqxevRrXXnstRFHEbbfdhoiICCQlJeH48eP4/fffsWjRItf+FRUVOHbsGJKSkrBnzx58/PHHWL16NXr06IH33nsPXbp0gdFohNFoRGxsbK1r2e123Hbbbbj55ptRVFSExYsXY+XKlbXuHzVqFLp164bs7Gxs3rwZ//rXv1yB0sGDB7FixQq8+eab2L17N2Qy2UWneo4aNQrHjx9HZmama9uWLVtc4dyePXuwePFiPPXUU9i/fz/WrVuHDh06AKj+ITZ79mzs2bMHmzZtQl5eXq2QBgC2b9+OJ554Avv27cPVV1+NV155BQCQmpqKt99+G++//z4OHTqEtWvX4pprrmnUc3M5mzZtwquvvordu3cjJCQEzzzzDIDqx3H69OkXPI6ff/75RZ+nb7/9Fk8++SRWrVqF4uJiPPPMMxg9ejSKioouuG5WVhZuuukmjBs3DtnZ2UhLS8P48eNd91dUVODEiRM4c+YMfvnlF6xYsQJ79uwBAPz000946KGH8P7776OgoADjxo3DrbfeWmfPhUtd59///jfsdjuysrJQVFSEjz766IpGPp0/tL1///5YuHAhvvvuO5SXl7vu37hxI44cOYKvv/4aAOB0Oht9zZZw5MgRzJo1Cw8++CAmT54sdTlERETk7dr1AhIfA8LjpK6k4eK6AImPA9EdL7pLYGAgEhIS4HQ6kZSUhMrKyhYskFQqFRISEiAIApKTkyWbtqhQKBAXFwdRFJGWlub2rxmIWlqTBGKiKOL+++9Hu3btcPvttzfo2IkTJ0Kv16Nz585wOp1YvXo1jh49ijNnzuC1116Dn58fgoODMX/+fHz++eeu45xOJ5YsWQI/Pz907NgRs2bNwmeffVavax44cACFhYV44YUX4OPjgz59+mDChAmu+w8dOoScnBwsWrQIKpUKXbt2xaxZs7BhwwYA1SO6Ro4ciS5dukCpVOLBBx+EWl33ei46nQ6DBg3Ctm3bAAB5eXk4evQoRo8eDaB6NNTEiRNxww03QCaTITg4GJ06dQIAdOjQAddeey2USiVCQkJw77334siRI7XOP2rUKHTo0AEKhQJjxozBiRMnAAByuRyiKCIpKQlVVVUICQlxBW1Nbfz48UhISIBarcbjjz+Ow4cPIzc3F8ePH0dBQcEFj+OqVasueq4VK1Zg7ty5uPbaayGTyXD77bejY8eO+Pbbby/Yd82aNejZsydmzpwJlUoFPz8/9O/f33W/KIqua3fq1Al9+/bFr7/+CgD47LPPMGnSJAwYMABKpRKzZ8+GXq/HN99806DrKJVKFBUV4cyZM5DL5ejevTuCgoIa/VjedtttWLNmTa1fVl26dMHp06dx+vRpV8+tO+64A3v37oVcLofT6ZRsJZv6yMrKwpgxY9CjR48LAl0iIiIiyfjrgVumAb3HuP9osZpRYYMnAgMnACq/yx6iUqnQtm1bqFQqpKSkoLi4uAUKpRo+Pj5ISEiAr68vUlJSJFvswMfHB3FxcbBYLMjIyGBvOaJzXPFPfVEUMXPmTJw6dQpbtmxp8AvztWvXoqSkBFlZWfjqq68QFxeH1NRUlJaWIigoCDqdDjqdDuPGjUNeXp7rOJVKhbCwMNfncXFxyMrKqtc1s7OzYTAYoFQqax1fIzMzEwaDAT4+Pq5tCQkJyMnJAVA9nTMiIsJ1X01gdTFjx47Ftm3bIIoitm/fjr59+7r2z8nJqXXtc6Wnp+ORRx7BTTfdhN69e+OZZ55BSUlJrX3Ova5arXa9+xATE4NFixZh3bp1GDRoEB544AGcPHnyso9NYxgMhlr1+Pj4ID8/H3l5eQgLC7vgcTx3tNz5UlNTMX/+fNfzrtPp8Ntvv9X53KalpaFdu3YXPVdgYCD8/P7+Y0Gj0aCiogJA9XMcHx9fa/82bdrUWdulrjN37lz0798f48ePR0REBB577LFG902bOnUqjh07hpdeegkffPABbDYbAKBr164YMmQIHn74YZw9e9a1v6+vLwC4dRhmMpkwZswYKBQKbN68GSqVSuqSiIiIiP4mCECH6914tNj/L0BUMyos9uoGHa1QKBAfH4+goCBkZ2cjOzubgUgLksvliI+PdzW4LywslOTxV6vViImJQUVFBb8HiM5xRa+kRVHEww8/jEOHDuG7776DVqttkqJiYmIQFhaG0tJS162srAxGo9G1T1VVVa1eVenp6YiKigJw+YDAYDAgOzvbFTjUHF8jOjr6gvtTU1MRGRkJAAgLC0Nubq7rPrvdjsLCwoter0+fPnA4HDh69Ci2bt1aq5dZZGRkrWuf66WXXkJ4eDi2bNmCgwcPuqZD1tett96Kjz/+GHv27EGHDh1cUxmb2rn914qKimC1WhEWFobw8HDk5+df8DhGR0cDqPt5iomJweuvv17rua+srMS8efMu2DcuLq5WQNQQ0dHRSE1NrbXt3Nrqex1/f38sWbIEp06dwoEDB/DDDz/gnXfeaXA9VqsV0dHRSE5Oxttvv40lS5bgtddeQ2VlJZxOJ+6//37cfffd+Pnnn13HuPsKjU6nE1OmTMFff/2Fbdu21QqRiYiIiNxKzWixPomARle9Tcq/tWpGq+nCGjQqrM5TCQIMBgMMBgOKi4vZV6yF1Sx2EBISgtzcXOTm5koSSAUEBCAqKgolJSUesygXUXO7okBs1qxZ2LdvH77//nvo9fqmqgnXXXcdYmJi8Nxzz6GiosI153nHjh2ufWQyGZ555hmYzWacOnUKK1aswMSJEwEA4eHhyMnJuehInd69eyMoKAgLFy6E1WrFoUOHXNMhAeD6669HeHg4/vnPf8JiseDPP//E8uXLXX2jhg8fjm+//Rb/+9//YLPZ8MEHH1xyVJBMJkNiYiKWLFmC8vJyDBgwwHXfnXfeibVr1+LIkSNwOp0oKirCX3/9BQCorKyEn58f/P39kZube8mphudLSUnB/v37UVVVBaVSCT8/PygUCtf9Xbp0uWD65fksFkut28VWqfnyyy+RkpKCqqoqvPnmm+jZsyciIiJwzTXXICQk5ILH8b777gNQ9/P08MMP47XXXsOvv/4KURRhMpmwa9euOkduTZw4EYcPH8Z7770Hi8UCk8lUKzC6lEmTJmHt2rXYt28f7HY7li9fjqKiIowYMaJB1/n6669x+vRpOJ1OBAYGQqlU1nqc68vHxwcvvPACRFHELbfcgnXr1uHTTz/Fc889B5lMhhMnTuDYsWP49NNPUV5e3uDzS+Gll17Cl19+ic8++wzdu3eXuhwiIiKiSxMEoP11wB1zgCFTgKgOAIQWDsYEQCYD2nQFRswAbnukwaPCLiYoKAgJCQmw2+04e/asx/xN2RoIgoCIiAgYDAYUFRUhPT1dkn5eer0eYWFhyM/P5xRaIlxBIJaWloZ33nkHp06dQlxcnGulwBkzZrj2GT58OBYvXtzgc8vlcnz99dfIyspCp06doNVqMXLkyFqjdAICAtC9e3ckJCRgwIABuPfee11BS80Uw6ioKOh0ugtGYCmVSmzbtg07d+5EUFAQ5s2bh3/84x+17v/666/x66+/IiIiArfddhueeOIJ1+qKffr0wUMPPYRHH30UgwcPht1uR1xcXK2pgedLTEzE6dOnMXLkyFpTNW+++WbMnTsXixcvRp8+fXD33XfjzJkzAKqn4/3000/o3bs3Hn30UQwZMqTej6HNZsOKFSswaNAg9O/fH4cOHXItSpCTkwONRnPJ6YYVFRXo1atXrdv27dvr3Hfs2LF4+umnMWjQIOTn5+PVV191PY4ffvjhBY9jzSqJdT1Po0ePxquvvorp06dDr9ejTZs2WLZsWZ2/MKKjo/HDDz/g888/R3h4OOLj4/HVV1/V6/EZOHAgli9fjmnTpiE4OBjr16/Hjh07oNPpGnSds2fP4tZbb0VAQACuvvpq1/dGY8jlcqhUKjgcDvTu3Rtbt27FgQMHMG7cOIwYMQK33nornnjiCQQGBjbq/C3piy++wIsvvohFixY1uK8gERERkaQEGRDVrnoVxzueBK4ZCPio/76vOa4HAH5aoOcw4M55QP87gdCYJg/j/Pz8cNVVV7lWeM/Ozmaj9RYUFBTkWgE0JSVFkpUfQ0NDXVNoS0tLW/z6RO5EED1wAvGePXuQmJjY4v8DFxUVufqInctms6Ffv35477330KNHjzqPNZvNGDhwINauXXvJIKolbN26FSkpKZg9e/YVn2vYsGF46qmncPPNN9d5f2Bg4AWrfNLl2e12KBQKZGVlISYmBosXL65z2qg7Onr0KPr374/bb78da9ascfupnURERESX5bADGX8BealAQSZQkgM4/3/2hCADxHqGSufuK1cCwQYgJAaITKgO4Vqosb8oiiguLkZubi58fX0RExPj6k9Lzc9sNiMtLQ0ymQxxcXEt/tiLooisrCyUlpYiJiamyVofEXmahs/t8mLnriS5a9cu9OvXD06nE8uXL4dOp8M111xT53GiKOLzzz9Hp06dJA/DAGDMmDEtdq2Lrb5Jl6ZQKCCKIhYsWICZM2e6wjBRFN06YKpZUbJbt2746KOP3LpWIiIionqTK4D4LtU3oDoMKysAirKBwszqm7EYcDiqw7Oa0Esmr77JFYA2FAiJBoKjqm+BQZKtbCkIAoKDg+Hn54eMjAwkJSXBYDDUOVuCmp5arUZCQgLS0tKQnJyMuLi4WouBNTdBEBAVFQVRFJGZmQmZTIaAgIAWuz6Ru2Ag1gDnrpC3fft2/POf/4QoiujQoQPeeuutWlMhazgcDvTt2xd6vR5vvPFGS5brFriqYOMJgoAnnngCV19d3TfC3cMwk8mExMREyGQybNmyhc89ERERtV4yOaCPqL5dde2F99cEYhIFXvWlVqvRtm1b5OTkIDMzE0ajEQaDwa1XMW8tfHx80KZNG6SnpyMlJQXR0dEtOlJLEARER0cjPT0d6enprjZIRN7EI6dMSunMmTOwWCxSl+ExOnbs2Kgm81Sbu4dhoijirrvuwtdff41ffvnlolOHiYiIiMg9lZSUIDs7Gz4+PoiJieGbmy3E6XQiKysLZWVliIiIQHBwcIv+3e90OpGeng6TyYS4uDhoNJoWuzaR1Bj9NxCnANafQqFgGNZE3DkMA6pXlPziiy/w2WefMQwjIiIi8kB6vR5XXXUVBEFAUlISiouLwbETzU8mkyE6OhohISHIzc1Fbm5uiz7uMpkMsbGxUKlUSEtLg9lsbrFrE0mNgVgDMRCrv5acB0/S+fLLL/HCCy9g4cKFXFGSiIiIyIP5+voiISEBer0e2dnZyMjIgMPhkLqsVk8QBERERCAyMhJFRUVIT09v0cf93Ob+qampqKqqarFrE0mJUyYbyGQyITk5WeoyPEJ4eDhCQ0OlLoOa0a+//or+/fsjMTERa9eudfuRbERERERUP2VlZcjKyoJcLkdMTAzf7G4hFRUVyMjIgEKhaPEVKB0OB1JSUmC329GmTRuuPEqtHgOxBnI6nThx4oTUZXiE+Ph4NmZsxbKzs3HdddchKioKe/fu5ehJIiIiolbGarUiIyMDZrNZkv5W3spisSA9PR02mw0xMTEtugKk3W5HSkoKHA4HEhIS4OPj02LXJmppnDLZQDKZjMsR14NCoWBDxlassrISiYmJEAQBW7duZRhGRERE1ArVrIRY098qLS0Ndrtd6rJahNPpRHZ2NkpLS1v82jVTVzUaDdLS0pCfn99ifcUUCgXi4+Mhk8mQkpICm83WItclkgIDsUYICgqSugS3x3ePWi+bzYbx48fjxIkT2LZtGyIjI6UuiYiIiIiaiUwmQ0REBOLi4mA2m3H27FlUVlZKXVazmzdvHh5//HH06dMH06dPR1JSUoteXy6XIzY2FqGhocjPz2/Rfm5KpRLx8fEA4JpCSdQaccpkI4iiiKSkJDYbvISOHTtyhclWSBRFTJ06FWvXrsU333yDW265ReqSiIiIiKiF2Gw2ZGZmorKyEmFhYQgNDW2Vb4KbTCb4+/vjjz/+QFxcHN58802kpqZi2bJlLTp9sUZNPzelUom4uLgWm8ZosViQkpICuVyONm3a8PUdtTocIdYIgiAgODhY6jLcllar5Q/LVmr+/Pn49NNPsWrVKoZhRERERF6mZuRQWFgY8vPzkZqa2iqn1DkcDkyfPh2nTp1CQEAApkyZgvXr10MQBGRnZ2PhwoVYtWpVi9Wj1WqRkJAAp9OJpKQkGI3GFrmur68v4uPjYbfbkZaWxhVHqdXhCLFGcjqdOHnyJJxOp9SluJ02bdqwf1gr9NZbb+Gxxx7D66+/jieeeELqcoiIiIhIQkajEZmZmRBFEREREdDpdK1itFhZWRnuu+8+aLVa7Nu3DwDQq1cvtG/fHqNGjcKzzz6LDh06ID09Hbm5udixY0eLDZaw2+3IzMyE0Whs0UUOzGYzUlJSoFKpXP3FiFoDBmJXICcnB0VFRVKX4VZ8fX1x1VVXtYpfhvS3DRs24O6778acOXPw2muvSV0OEREREbkBu92OnJwclJWVQaPRwGAwwNfXV+qyrsi8efPw119/YevWrQCA5557DvHx8bj//vvRrl07zJ49Gw8//DAA4L777sOIESMwYcKEFqtPFEXk5eWhsLAQOp0OBoOhRQIqk8mE1NRUqNVqxMXFMRSjVoHfxVeAzfUvxGb6rc8PP/yAyZMnY+LEiViyZInU5RARERGRm1AoFIiJiUFcXBysVivOnj2LgoKCFlsRsTns378fY8aMcX2u1+uxY8cO7N27F5WVlXj44YddUwdPnjxZq1WM0WjEhg0bcPLkyWarTxAEREREIDo6GmVlZUhJSYHVam2269Xw8/NDXFwcTCYTMjIyOFOKWgUGYlfA19cXoaGhUpfhNtRqNfR6vdRlUBM6duwYxo4di5tvvhkff/wx3wkiIiIiogsEBASgXbt2CAoKQl5eHpKSkmAymaQuq1GmTZuGNWvW4Pvvv4fFYsGqVaswfvx4zJ07FzNnzgRQvQLk0aNHERoaivDwcNexS5cuxY4dO1BcXIxPPvkEn3zySbPVqdPpkJCQALvdjqSkpBZZ+VOj0SA2NrbWdFkiT8ZXt1coNDTU44cFNwVBEBAdHc3RYa1IUlIShg8fjo4dO+LLL7+EUqmUuiQiIiIiclMymQyRkZFo27YtACA5ORk5OTke14j9vvvuw9SpU7Fw4UKMGjUKN9xwA/r16wer1Ypx48a59tuyZQsSEhIQExMDAFi5ciX279+PRYsWoUOHDqisrMTmzZtx7bXX4oMPPmiW8EitVqNt27bw9fVFSkoKiouLmz2kCggIQExMDMrLy5GVlcVQjDwae4g1AbPZjKSkJKnLkFRERARCQkKkLoOaSF5eHm688UbIZDLs27ePIyGJiIiIqN5EUURRURHy8vKgUChgMBgQEBAgdVmXJYpirTf4c3NzERQUBB8fHzzyyCPo06cP7rnnHhw7dgyzZs3CU089hcTERHz33Xd499138cgjj+Cmm26qdc7du3djxYoV+PTTT5tt4TFRFJGTk4Pi4mLodDpERkZCLpc3y7VqlJaWIjMzE3q9HgaDgQMjyCMpLr8LXY5arUZoaCgKCgqkLkUSarW6xVZWoeZXUVGBESNGoLKyEvv372cYRkREREQNIggCQkJCEBgYiOzsbKSlpSEwMBCRkZFuPeugJtRxOp2QyWSIiIhw3detWze89NJL2LRpEwoKCtCvXz8kJibi22+/xdq1azFlypRaYZjFYoGvry+io6NRXl6OPXv2YOTIkbDb7Th79izy8/MxYMCAJqvbYDDAz88P2dnZMJlMiI2NhUqlapLz10Wn00EURWRlZUEQBERGRjIUI4/DEWJNxOl0IikpCRaLRepSWpQgCLjqqqs4bbSVsFqtGDlyJA4fPoyffvoJ3bp1k7okIiIiIvJgoiiirKwMOTk5EEURERER0Ov1HhmeVFRUYM2aNejfvz+uueYalJaWYtSoUXjsscdw5513XrB/UlISFi5ciMLCQnz++ecIDAzEtGnTYDabcfLkScjlcrz77rvo1atXk9VosViQkZEBi8WCyMjIZn+si4uLkZ2dzZFi5JEYiDUhb5w6yamSrYfT6cSkSZOwceNG7Ny5E4MGDZK6JCIiIiJqJex2O3Jzc1FaWgo/Pz9ERUV51JvqNaPGauzZswcbN26ETqfDwoULXdtFUcQ333yDjRs34vTp07j++uvx0EMPoX379li3bh3mzJmD3377DWFhYVi8eDF8fX0xZ86cJq81NzcXxcXF0Gq1MBgMzTqFsqSkBFlZWdBqtewrTR6FTfWbkFqtRnR0tNRltBidTsepkq2EKIp48sknsX79eqxdu5ZhGBERERE1KYVCgejoaMTHx8Nms7mmDTqdTqlLq5fzV1s3Go3o2bMnnnzySQDVMy0++ugjDBw4EBs2bED37t2xceNGvPnmm2jfvj0KCgrw6aef4plnnkFYWBgAIC4uDhs3bmyWWg0GA2JiYlBRUYGkpCSYzeYmv04NvV6PmJgYlJWVISMjw2OeUyL2EGtiOp0ODocDOTk5UpfSrAIDAxEVFcX0v5V49dVX8eabb2LFihW1Vs8hIiIiImpK/v7+aNeuHfLz85Gfn4+ysjJERUXBz89P6tIaZNSoUbU+FwQBZ8+exfHjx2EwGHD33Xe7gi8A+Ouvv5CcnIzp06e7tm3bts3Vd+z8hv5NQavVQqVSISMjA8nJyYiIiEBQUFCzvIbTarUQBAEZGRnIyMhATEzMBSEikbvhd2gzCA4ORnh4uNRlNBt/f38OhW1FXn/9dcyfPx8vvvgiZs6cKXU5RERERNTK1TSsb9u2LWQyGZKTk5GdnQ2HwyF1aY2mVCrxyiuvICsrCz169MDo0aMxceJElJaWAgA2bNiAPn36uBrdnz17FllZWRg6dCgANNtrK19fXyQkJCAoKAg5OTnIyMhotsc5MDAQsbGxMBqNSEtL40gxcnvsIdaMCgsLkZubK3UZTSogIIBpfyvy1ltv4bHHHsOzzz6LhQsXMuQkIiIiohYliiKKioqQn5/vmuoXGBgodVmNcn6fsZ9//hn9+/cHACxevBhyuRxPP/00AODBBx+E1WrFa6+91mI9mcvLy5GZmQm5XI6YmJhmG5VnNBqRnp4OlUqFuLi4Zu1fRnQlGIg1s5oGg62BTqfjNMlW5N1338XMmTMxd+5cLFmyhM8rEREREUnGarUiOzsbRqMRgYGBiIiIgI+Pj9RlNcr5wRgAHD58GJMnT8a4ceMQEhKCN954A99//z06duzYorVZrVZkZGTAbDYjIiICwcHBzfI6wGQyITU1Fb6+voiPj2coRm6JgVgLqEniPXnIaFhYGEJDQxmatBIrV67E9OnTMXv2bLzxxht8XomIiIhIcqIoory8HDk5OXA4HNDr9QgLC4NC0TpaX589exavv/46DAYDbr31Vlx33XV1hmfNTRRF5OXlobCwEAEBAYiKimqWx9hsNiM1NRVKpRLx8fGt5nmk1oOBWAux2+3Izs5GeXm51KU0iK+vL6Kjo6FWq6UuhZrIp59+iqlTp2LmzJlYvnw5wzAiIiIicitOpxNFRUUoKCgAAISEhCA4ONijRxk1R9P8K1VRUYHMzEwIgoCYmBhoNJomv0ZVVRVSUlKgUCgQHx8PpVLZ5NcgaiwGYi2srKwMWVlZHjFaLDQ0FKGhoewX1oqsXbsWkydPxvTp0/Huu+/yuSUiIiIit2W321FYWIiioiLIZDKEhYVBr9d77N+wNS+93SkYs9lsyMjIgMlkarZZQRaLBSkpKZDJZGjTpg1DMXIbDMQk4O6jxTgqrHX64osvcPfdd+O+++7DypUrPfYPCSIiIiLyLlarFfn5+SgtLYWPjw/CwsKg1WrdKljyZKIoIj8/HwUFBVCr1YiKinKthtlULBYLUlNTAQBt2rTx2P5w1LowEJNQWVkZ8vLyYLVapS4FQPXyxyEhIQgJCWFY0sps2rQJ48ePxz333INPPvnEo4ebExEREZF3qqqqQl5eHioqKqBSqRAREQF/f3+py2o1TCYTsrKyYLVaER4e3uQN961WK1JTU+F0OtGmTRv4+vo22bmJGoOBmMREUYTJZEJRUZFkI8bUajWCg4MRGBjIIKwV2r59O26//XaMGzcOa9asYRhGRERERB6tsrISubm5MJvN0Gg0iIiI4OyWJuJ0OpGXl4eioiJoNBpERUU16Wgum82G1NRUOBwOxMfHN/lINKKGYCDmRmw2G0pKSlBcXAy73d6s1xIEATqdDkFBQfzl0Yrt2LEDiYmJGD16NNavX8+VXYiIiIioVRBFERUVFcjLy4PFYoFWq0VYWBhHHTURo9GIrKwsOBwOREZGQqfTNdloMbvdjtTUVNhsNsTHx/P1KEmGgZgbqvnhXlFRAbPZjKqqqiY5r1KphJ+fH/z8/KDT6ThSqJX7/vvvMXr0aNx666348ssv2bySiIiIiFodURRRUlKC/Px82O12BAUFISwsjG8ENwGHw4GcnByUlpYiICAABoOhyV5T2O12pKWlwWKxID4+Hn5+fk1yXqKGYCDmAZxOJywWC8xms+tmsVhwqaeuJvxSq9VQq9VQqVQMwLzI7t27MWLECNx8883YuHEj3ykjIiIiolbN6XSiqKgIBQUFAIDg4GCEhITwNVATKC8vR1ZWFgDAYDBAq9U2yXkdDgfS0tJQVVWFuLg4aDSaJjlvk7PbAFM54LADDlv1v4IAyBWAXAkolICfFmD7IY/DQMyDiaLougHV0yBrbuS99u7dixEjRqBfv37YunUr5+UTERERkdew2+0oLCxEUVERZDIZwsLCoNfr2Sv5CtntdmRnZ6O8vBxarRYGg6FJwkan04m0tDSYTCbExcVJv0iC3QoU5wJFWUBRNlCYAZQXApeLTWQKICgCCI0BgqOAIAOgDWVI5uYYiBG1Ijt27MDtt9+Ofv36Ydu2bZyPT0REREReyWq1Ij8/H6WlpVAqlQgPD4dWq+XggSsgiiLKysqQnZ0NmUyGqKgoBAQEXPF5nU4n0tPTUVlZiZiYGAQGBjZBtQ1QlA2cOQrkJgHlRX+HX4IMEJ0NO9e5x9SEZNEdgHa9AL8W/rroshiIEbUSX375JSZOnIjhw4djw4YNHBlGRERERF6vqqoKeXl5qKiogEqlQkhICIOxK2S1WpGVlYXKykoEBQUhIiLiikfgOZ1OZGZmory8HDExMU02LfOiHDYg9X/AX/urR4M1Jvyqr5rvtdirgY69gfA2f28jSTEQI2oFPvnkE9x///246667sGrVKjbQJyIiIiI6R2VlJfLz81FZWQmFQoHg4GAEBQWxx1gjiaKI4uJi5ObmQqlUIjo6+oob44uiiMzMTJSVlcFgMCAoKKiJqj1HRTFw+ghw+jBgraoOploqEqkJ3QKCgU59gLY9AB8OYpASAzEiD7ds2TLMnj0bM2bMwIoVK9gfgYiIiIjoIqqqqlBYWIiysjIIggC9Xo/g4GD4+PhIXZpHslgsyMzMhNlsRnBwMMLCwq4oZBRFETk5OSguLkZYWBhCQ0ObZjSf2Qgc2g6k/dmyIdilyBXANQOALgOrP6YWx0CMyEOJoohFixbhn//8J5566im8+uqrHPpNRERERFQPNpsNxcXFKC4uhsPhQGBgIEJCQq54lJM3EkURRUVFyMvLg1wuh8FguKI+YKIooqCgAPn5+QgKCkJkZGTjX+eIIpDyB3Bwa3XDfHeMP3RhQP87qxvxU4tiIEbkgURRxFNPPYV///vfePnll/HMM88wDCMiIiIiaiCn04nS0lIUFhbCarVCrVYjJCQEgYGB/Pu6gaxWK7Kzs2E0GhEYGIjIyMgrauVSXFyM7OxsBAYGIjo6GjKZDFarFeXl5QgODr7882M2Age2ABl/NbqGFiHIAIhA18EcLdbCGIgReRiHw4GZM2figw8+wPLlyzFr1iypSyIiIiIi8miiKKKiogJFRUWorKyEUqlEcHAw9Ho9+4w1gCiKKC8vR3Z2NkRRREREBPR6faPDxfLycmRkZMDPzw8GgwFpaWmwWq2Ii4u7+AqXnjAq7GI4WqxFMRAj8iA2mw333nsvvvjiC3z88ce47777pC6JiIiIiKhVMZvNrj5jMpkMQUFBCAoKYp+xBrDb7cjLy0NJSYkrzFKpGtdAvrKyEqmpqQCqAzcACAgIQFxcXB0XtgI/fwmkn2hs6dKqGS127TCgcz+uRtnMGIgReQiz2Yzx48dj586dWLduHe644w6pSyIiIiIiarWsVqurz5jT6YRWq0VISAjUarXUpXmMyspKZGVlwWazISQkBKGhoQ1eBEwURaSmpqKysrLW9g4dOtSekmmtAnatAgozPWtU2MVc3Q/odStDsWbEQIzIA1RUVGDMmDE4ePAgNm/ejGHDhkldEhERERGRV3A4HK4+YzabDX5+fggJCUFAQAD7jNWD0+lEQUEBCgsLoVQqYTAY4O/vX+/js7OzUVxcfMH28PBwhIaGVn9iNgLffQyU5beOMKzGVT2BPolAA0NEqh8GYkRurri4GMOHD8fJkyfxzTffoF+/flKXRERERETkdWr6YxUWFsJsNsPHx8fVZ6yho568UVVVFbKzs2EymaDT6RAREQGF4vIN5M+cOQOLxXLBdrlcjo4dO0KwmIEd7wMVxYDobI7SpZXQHeh3x/9Pp6SmxECMyI3l5ubilltuQU5ODnbu3Ilrr71W6pKIiIiIiLyeyWRCYWEhysvLIZfLodPpoNPpoFKpOGrsEkRRRElJCXJzcyEIAiIjI6HVai/5mImiiKqqKhiNRlRUVMBkMrnuiwoPhf7gV0BJTusaGXa+jn2A60dy+mQTYyBG5KaSk5MxbNgwmEwm7Nq1C506dZK6JCIiIiIiOofVakVRURFKS0vhcDjg6+vrCsdq9beiWmw2G3Jzc1FWVgZ/f38YDIYLFi1wOp11jrxzOp0wGo0oKSxA9MldkBdmtO4wrEa3wUD3IVJX0aowECNyQ4cOHcLo0aOh0+nwn//8BwkJCVKXREREREREFyGKIoxGI0pLS1FeXg5RFKHRaKDT6RAYGAi5XC51iW6poqIC2dnZsNvtCA0NRUhICGQyGcxmM5KTkxEVFQWdTlf3wUe+BU7sB+BFkcbN9wLRHaSuotVgIEbkZjZv3oyJEyfi2muvxZYtWxASEiJ1SUREREREVE8OhwPl5eUoLS1FZWUlBEFAYGAgdDod/P39OaXyPE6nE/n5+a6m+xEREa4+bTKZDO3bt7+w11h+GrDjA2kKlowAqDTA2McBH5XUxbQKDMSI3MjSpUvxxBNPYNy4cVi9ejVUKv6gIyIiIiLyVFarFWVlZSgtLYXFYoFcLodWq4VOp4NarWY4dg6LxYLs7GxUVlbW2h4QEIC4uLi/N9htwNZlQGWpd0yVPJcgAG17ADfeIXUlrQIDMSI34HA48MQTT+Ctt97C3Llz8eqrr3KlGiIiIiKiVqKmMXxpaSnKyspgt9vh4+Pj6jd2fv8sb+VwOHDq1Ck4nbVXi4yJiYFWq63+xBunSp6PUyebBAMxIomZTCZMnDgR27Ztw9tvv42HHnpI6pKIiIiIiKiZiKKIyspKV78xp9MJPz8/V7+xC6YHepG8vDwUFBRcsF0mk6Fdu3ZQlmR74VTJ83HqZFNhIEYkofz8fIwePRr/+9//sGHDBowcOVLqkoiIiIiIqIU4nU5XvzGj0QhBEBAQEACtVouAgACvmzWSnJwMk8lU530aXx+0+WObd06VPB+nTjYJBmJEEjl58iRGjBgBs9mMr7/+Gj179pS6JCIiIiIikojNZnP1G6uqqoJMJoNWq4VWq4VGo/GKfmNOpxN2ux1OpxMOh8N1M5vNCMo6DtWJn+HVUyXPN/IhICRa6io8FgMxIgn89NNPSExMRGRkJL799tvaTSKJiIiIiMirndtvzGazQSaTwd/f33Xzup5jTifw1b8Ac4XUlbgPQQYkdAP6jZO6Eo/FQIyoha1btw5TpkzBjTfeiE2bNkGn00ldEhERERERuaGaZvwVFRUwGo2u6YS+vr6ucEyj0bT+qZXpfwG710hdhfuRyYE75wEqP6kr8UgMxIhaiCiKePXVVzF//nxMnjwZK1eu9L53doiIiIiIqNEcDgeMRiOMRiMqKipgt9shCAI0Gg38/f0REBAAHx+f1je98ruPgdxk9g67gAD0uhXo3E/qQjwSAzGiFmC32zFz5kx8+OGH+Oc//4kXXnih9f2SIiIiIiKiFiOKIiwWiyscM5lMEEURSqUSAQEBrtFjcrlc6lKvTHkRsPkNqatwXxodcMec6imU1CDeu54rUQspLy/HhAkTsGvXLnz88ceYOnWq1CUREREREZGHEwQBKpUKKpUKISEhcDqdqKysdE2vLC4uBgDX6DF/f3+oVCrPe2P+1OHqVRU5lqdulaVAdhIQ1U7qSjwOAzGiZnT69GmMGTMG2dnZ2LFjB4YMGSJ1SURERERE1ArJZDIEBAQgICAAAFyjx4xGI/Lz85GXlweFQuGaWqnRaKBQuHkkYLcBZ44wDLsUQQacPMBArBHc/LufyHN98803uOeee2AwGHD48GF06NBB6pKIiIiIiMhL+Pr6wtfXF8HBwXA6nTCZTK7plaWlpQAAtVoNf39/qNVqqNVqKJVKaYs+X/ZZwGaRugr3JjqBzNOAtQrwUUldjUdhIEbUxERRxOLFi/H8889j9OjR+OyzzxAYGCh1WURERERE5KVkMplr2mRERARsNpsrHCsuLobD4QAAKBQKVzhWc5N0FFlRZvUIKNEpXQ0eQQSKc4CINlIX4lEYiBE1IaPRiClTpmDjxo1YsGAB/vnPf7b+JZCJiIiIiMijKJVK6PV66PV6iKIIu90Os9kMs9kMk8mEoqIiV0imVCovCMlarFF/YRbDsHoRgKIsBmINxECMqImcPXsWiYmJSEtLw+bNm5GYmCh1SURERERERJckCAKUSiWUSqVrZosoirBaraiqqnKFZAUFBXA6q8MpHx+fC0KyxgwEEP+/N1idjf5FESjMbPwX5k0EAEXZUlfhcRiIETWB//znP7j77rsRGhqKQ4cO4eqrr5a6JCIiIiIiokYRBMHVg0yr1QKoDq8sFotrJJnZbEZ5ebkr1PL19a0VkKlUqsuGZOXl5cjMzERERASCgoJqB2OmMsBqbravsVURRaAgXeoqPA4DMaIrIIoi/vWvf+GZZ57B8OHDsXbtWuh0OqnLIiIiIiIialKCIEClUkGlUkGv1wOofj1UM4qs5lZWVuYKyVQqlSsc8/Hxga+vL5RKpSv4MpvNEEUROTk5KCsrQ3R0NHx8fKov2Iwjnga9sgaJ17bH7GHXN9s1WpyxhI31G4jNjYgaqbKyEnfddRfmzZuH+fPnY9u2bQzDiIiIiIjI47z99tvo1asXfH1962z9Mm7cOERGRiIwMBBt2rTBokWLAFSHZGq1GkFBQYiKisJVV12FTp06ISEhAZGRkVCpVDCZTMjNzcXSpUvRo0cPaDQahISEoHfv3tiwYYPrGiaTCWfOnEFxcXF1oFaUVd1Q38sMemUNlu48fMl9TuUUYfSbXyBk1psInPFvdJz3HpZ8c6C6sf4VEAQBv/322xWdw5NwhBhRIyQnJ2Ps2LFISkrCV199hTvuuEPqkoiIiIiIiBrFYDDgueeew65du5CZeWHfrgULFqB9+/bw9fVFeno6br31VsTHx2PSpEkX7CuTyeDn5wc/Pz/Xtqeffhqff/45Xn/9ddxwww2QyWTYt28fVq9ejZtvvtm1nyiKyM7ORkFBAdoXZUNgQ/06jXzzC9x1QydsmDkWvko5TuYU4URWEVeabCAGYkQNtGvXLkyYMAE6nQ4HDx7ENddcI3VJREREREREjXb77bcDAH777bc6A7EuXbq4PhYEATKZDGfOnKnXuZOTk/H6669j9+7d6N+/v2v7hAkT0KVLF9f0yu3bt+PDDz9EYWEh2rVrhw8mD0VPffVqloNeWYPrEwz4NTUHB5Oy0SU6FBsfuQMf7vkvVvz4K3wVCiyfdAvG9uwAAJjy4XbIZAKKjVXYdSIFCaE6vHPvrejXPqbOGo+l5mLO+l34PSMfQRo1nh7RG9MH9QAAvLD5JxxNzUWU3h/rD/2FII0Kn0wbhVJTFZ7c8COKjGbMvOlavDxukOt8u/6Xgvlf7cHp3GJE6QPwyp2DcFuP9q7alHI5Kqos+OaPJBh0/nj/vuEY1CkOc9btws+nM3AgKQvPbdqL/u1jsGPOXbVqLawwISm/BA8OuhZ+vkoAQOeoUHSODgesZixbtgybN2/Gnj17XMesX78eL730Ek6cOIFjx45h5syZOHHiBHx8fNCnTx9s374d119fPX20b9++kMlkmD9/PubPn4+kpCTMnj0bBw8ehJ+fH6ZPn4758+dDJpNh1apVWLp0KW677Ta88847UCgUWLZsGaKjo/Hggw8iIyMD48aNw4cfftioRReam/tVROSmRFHE66+/jmHDhqFXr144cuQIwzAiIiIiIvIKM2fOhJ+fH2JjY2E0GjFlypR6Hbdr1y5ERkbWCsMAwOFwuMKwo0eP4uWXX8bSpUuRk5ODyZMnY/gLK1BmqnLtv+7Q//DWpFtQvOJxBKh9MPCVNQjyVyNn6WN4MbE/pn/yLWx2h2v/zw/8D9MGdEPpO3Mw86aeuG3ZlyitrML5ckuNGPraOjx007UoWD4bWx69Awu2/IwfTqS49vnuz2QMuyYBxSsex+S+12DSB9uw9b9n8PvCadj37GS8/p9DOJaaCwD4IyMfd67YjFfvHIziFU/g/SnDMfmD7TiVU+Q634bDJzBj8LUofecJTO57Daas/BoA8PrdQ9C/fQyW3DkYxvfnXhCGAUCwvxodIoIw9aOv8cXhE0grLKu+QxAAhx2TJk3CoUOHkJLyd/2ffPIJpk6dCgCYNWsWRo8ejdLSUmRlZWHu3LkAgMOHq6dp7t+/H0ajEfPnz4fJZMLNN9+Mm2++GVlZWfj555+xfv16fPLJJ65z//nnnwgJCUFubi5efvllPPDAA1i2bBn27t2Lv/76C19//TW2bNlysW8PSTEQI6oHo9GISZMm4cknn8TcuXPx7bffIigoSOqyiIiIiIiIWsQ777wDo9GII0eO4N5773U11r+cgoICREVFXbBdJpMhICAAoaGh+OmnnzB58mTcdttt0Gg0mD17NvQaNb75Pcm1/6Q+16BzVCh8lQqMvbYDKi1WPDr0OijkMtzduzOKjGakFZW59r/p6niM7tEOCrkMM266FuGBGnz9+9kL6vhs/58Y0CEG46+/GnKZDNdEh2Fqv674/MAJ1z494yNxe6+OkMtkuOuGq5FVUoF5I/tA4+uDq6NC0TUmDMfSqgOx93cfw5R+XXDT1fGQyQT0ax+DUd2uwheH/3Kdb0TXthjUKQ5ymQxT+3dDWlEZioymej2egiBgz7xJ6BYThhe3/IKEue/g6vnv4/s/kwCHHcHBwbjtttvw6aefAgCysrKwd+9eTJ48GQCgVCqRlpaG7Oxs+Pr6YsCAARe91jfffAO9Xo/Zs2fDx8cHsbGxeOyxx/D555+79gkNDcWjjz4KhUKBu+++G+Xl5Zg2bRqCg4NhMBgwcOBAHDt2rF5fW0vjlEmiy/j9998xYcIEZGZmYv369ZgwYYLUJREREREREbU4mUyGXr16Yffu3XjyySexcuXKyx4TEhKCrKysOs8VFxcHAMjJycGgQYNq3d8mVI/MknLX5+GBGtfHfj7K2p///9RBY5XNtS0uOLDW+eKCtcgqqbigjtTCUnz7RxJ0D73u2uYQRfQ/Z3rl+deua5uxyvr/5yvDj3+l4ZOf/3Ddb3c6Eaj+e3ZRhNbf9bHm/89XYbYi2P/vvmuXEqHzx+t3D8HrdwPFRjNe3r4PY5d9ifSbhiMIwD/+8Q889NBDWLBgAVavXo1bbrkFERERAICPP/4YL774Inr27Am9Xo9Zs2Zh1qxZdV4nNTUVf/75Z63F45xOJ2JiznlswsP/fhz+v2/c+duMRmO9vq6WxkCM6CJEUcT777+P2bNno2PHjvj111/RoUMHqcsiIiIiIiKSlM1mq3cPsSFDhuDhhx/Gvn37cOONN9a5T3R0NFJTU2ttSy0oQXTvTo2uMa2ovNbn6cVliNIHXLBfTFAgxl7bHutnjm30tc4/32NDr8Or4wc36niZTGjQ/kH+aryQ2B9v7DyMlNwiBAEYOnQo7HY79u7di08//RSvvPKKa/+2bdti9erVEEUR+/btw5AhQ9CnTx/07NkTglD72jExMejZsycOHjzYqK/F3XHKJFEdysrKMGHCBDz00EOYNm0aDh48yDCMiIiIiIhaJbvdjqqqKtjtdjidTlRVVcFqrR7xlJaWho0bN8JoNMLpdGL//v146623MGzYsHqdu23btpgzZw7uuecefPPNNzCZTHA4HPjll19cq1ROmjQJa9euxb59+2C327F8+XIUGU0Y0bVto7+mH0+k4pvfzsLucOLDPf9FTmklRna78HyTb+yCH/9Kw8YjJ2GzO2CzO/BbWh6OJGc36roPDu6BT375Hbv/SoXD6YTFZseBs5n4K7uwXseHB2qQlF9y0ftLKs14buMenMwuhMPphMliwxs7DyNIo0bHtvEAqkffTZ06FbNnz0ZxcTFGjRrlOn716tXIy8uDIAjQ6XSQyWSQy6sXLwgPD0dS0t/TVEeNGoW8vDy88847qKqqgsPhwKlTp2o17PdkDMSIznPkyBFce+212LlzJ7788kusWLECKpVK6rKIiIiIiIiaxaJFi6BWq/Hyyy9j+/btUKvVuOWWW1z3L126FNHR0dDpdPjHP/6BRx55BPPmzXPd37lzZ6xdu/ai51+yZAkWLFiABQsWIDQ0FJGRkXj22Wcxdmz1qKyBAwdi+fLlrt5T69evx44XZ0GnafzrsHv6dMaHe3+DbubreGvXUWx9bBz0GvUF+0XpA7Dzybvw/p7/InL2Wwh/bBke/mwnyqssjbpuj7gIrJuRiOc2/oTQR5Yi6vHleH7TT7DYHJc/GMDsW67DrhOp0D30Oka9+cUF9/so5MgqMWLEm19A+9DriJ3zNvadycSOOXdB4//3VMypU6fijz/+wKRJk6BUKl3bd+3ahW7dusHf3x9jxozBa6+9hu7duwMAFi5ciEcffRR6vR6vvvoq/P39sWvXLvzwww+Ij49HcHAw7rnnHuTm5jbqsXE3glizrAORlxNFEcuWLcNTTz2F7t27Y/369UhISJC6LCIiIiIiIu/zw2og8zSAhkcWUz7cDp2fCksnDm36utyWAFw/AujUFwBgMpkQFhaGgwcP4pprrrnMsd6JI8SIABQVFSExMRGPP/44HnnkEfzyyy8Mw4iIiIiIiKQSbACEhvXT8m4iEGSo/kgUsXz5cvTo0YNh2CWwqT55vX379uGuu+6CyWTC9u3ba82vJiIiIiIiIgkERQGiU+oqPEtQJBwOB3Q6HUJCQrBx40apK3JrDMTIazmdTixZsgTPP/88+vTpg88//7zW8rFEREREREQkkWBDow9dNX10ExbiIQKCAKUv5AAqKiqkrsYjcMokeaW8vDwMHz4czz77LObNm4fdu3czDCMiIiIiInIXfoGA74VN8KkOggCE8vVsQ3GEGHmdH3/8ERMnToTT6cTOnTsxdKg3NVokIiIiIiLyAIIAhMQAWWfQmMb6XkUEEBwldRUehyPEyGvY7XYsWLAAQ4YMQefOnfH7778zDCMiIiIiInJXIVFsrF8vIgOxRuAIMfIKp0+fxn333YfDhw9j4cKFmDdvHuRyudRlERERERER0cUER7Oxfn0IAhAUKXUVHocjxKhVczqdWL58Obp3746ioiL88ssvePbZZxmGERERERERuTtDW8BHJXUV7k2QATGdAKWv1JV4HAZi1Gqlp6dj6NChePTRRzFt2jT897//RZ8+faQui4iIiIiIiOpDrgTaX89pk5ciOoGOvaWuwiMxEKNWRxRFrFq1Cl26dMGZM2fw/fffY/ny5dBoNFKXRkRERERERA3R/jpAZFP9iwoIAiISpK7CIzEQo1YlLy8PiYmJmDp1KsaOHYvjx49jyJAhUpdFREREREREjREQBES15yixi+nYh49NI7GpvodyOp1wOp0QRdF1k8lkEATB9a/gZf9TbNy4ETNmzIAgCNi8eTMSExOlLomIiIiIiIiuVMfeQNZpqatwPzI5cFUPqavwWAzEPIDdbkdVVRXMZjPMZjNMJhPsdvslj5HJZFCr1bVuSqWyVYZkJSUleOSRR7B27VqMHTsW7733HsLCwqQui4iIiIiIiJqCoR3gpwVMZVJX4j4EGZDQHfBRS12Jx2Ig5oacTidKS0thNBrrFX5d7ByVlZWorKx0basJyTQaDfR6PZRKZVOWLYmdO3di2rRpMBqN+OyzzzBx4sRWGfoRERERERF5LZkM6NQH+HUnAPYTA8Bm+k1AEEV2p3MXFosFRUVFKCkpQUs8LQEBAQgODoZGo/G4EMloNGLu3Ll47733MHToUHz00UeIiYmRuiwiIiIiIiJqDg47sG05UFHEJvuCALS7DugzRupKPBoDMYmJoojy8nIUFRXBZDJJUoOPjw+CgoKg1+shl8slqaEhfvnlF0yZMgU5OTl47bXX8NBDD3lcoEdEREREREQNVJgJfPOu1FVISxAAdQCQOBtQ+kpdjUfjKpMSEUURxcXFOHnyJDIyMiQLwwDAarUiNzcXJ0+eRHZ2NhwOh2S1XIrZbMZTTz2FAQMGIDw8HL///jtmzpzJMIyIiIiIiMgbhEQD1wyQugppiSLQbxzDsCbAHmISsFqtyMzMlDQEq0tNSFdRUYGoqCj4+/tLXZLLjz/+iAcffBDp6el45ZVX8OSTT3rEaDYiIiIiIiJqQt1vBtJPeOfUyZqpkpFtpa6kVeAIsRZUEzidOXPG7cKwc9lsNqSmpiIrK0vy0WKFhYWYMmUKbr75ZhgMBvz+++94+umnGYYRERERERF5I7kC6H+nd4Zh6gCg161SV9JqMBBrIVarFSkpKcjOzm6RhvlNoaSkBGfPnoXRaGzxa4uiiNWrV6Njx47Ytm0bVq5cid27d6Njx44tXgsRERERERG5EdfUSS9qn8Opkk2OgVgLKCkpcftRYRdTM1qsJYO8s2fPYujQobjvvvtwyy234K+//sK0adMgk/HblYiIiIiIiFA9dTKybfXIKW9w7S2cKtnEmDA0s4KCAmRlZXnMqLCLKS4uRnp6OpxOZ7Ndw2q1YvHixejSpQuSkpKwY8cOfP755wgPD2+2axIREREREZEHkiuAmyZWjxZr7aHYNQOALgOlrqLVEURPT2rclCiKyM/PR0FBgdSlNCk/Pz/ExcU1eQ+vAwcO4IEHHsBff/2FJ554AgsWLIBGo2nSaxAREREREVErY60CdnwAlOW3zr5i7a8Deo9p/aGfBDhCrBmIooi8vLxWF4YBgMlkQmpqapONFCsrK8PMmTNx4403Qq1W4+jRo/jXv/7FMIyIiIiIiIguz0cF3Ho/EGRofaFRx95A79ta39flJjhCrBnk5+cjPz9f6jKalUajQVxcXKP7eomiiE2bNuGRRx5BRUUFXn75ZTz88MNcPZKIiIiIiIgazmYBfvwMyE0F0Apijq6Dq/ukMQxrNhwh1sSKiopafRgGAJWVlcjMzGxUb7SMjAwkJiZi3LhxuO6663DixAk8+uijDMOIiIiIiIiocZS+wJD7gIRu/7/BA4MkQQbIZMD1o4AeQxiGNTOOEGtClZWVSElJkbqMFhUWFoawsLB67etwOPD222/jueeeQ2BgIJYvX46xY8dC4P/kRERERERE1FTSTwD7NwNWs2f1FQs2AP3uBHT1e41NV4aBWBNxOp04c+YMbDab1KW0uKuuugoqleqS+xw4cACzZs3Cf//7X8ycORMvv/wytFptC1VIREREREREXsViAg5tB1L+QPVoMTeNPgRZdXk9hgJX3wjIOHOqpXDKZBPJy8vzyjAMqJ4CebFcNTc3F1OmTEHfvn0hCAL279+Pt99+m2EYERERERERNR9fP2DABGDwRMBX7b7TD4MigNGPANcMYBjWwjhCrAl441TJ850/ddJms+Htt9/GggUL4OPjg1deeQX/+Mc/2CeMiIiIiIiIWpbFBBz5Fkj+rfpzSWOQ/x+tpvABug3mqDAJMRC7Qt48VfJ8NVMnf/jhBzz66KM4efIkZsyYgYULFyIoKEjq8oiIiIiIiMibmcqBM0eBkweBqsrqUWMtFYkIMkB0AvoIoFMfoE3X6lCMJMNA7Arl5OSgqKhI6jLcgkwmw4svvogvvvgCN954I95++210795d6rKIiIiIiIiI/uZ0ABkngb8OAHkpf4dVzUIAZALQphvQ4QYgJNp9p296GYXUBXiyqqoqhmHnsNvt0Ov1+OyzzzBx4kSuHklERERERETuRyYH4jpX38oKgNNHgdxkoDSvOiwDGheSnXuM0hcIjgKi2gNX9QRUfk37NdAV4wixK5CdnY3i4mKpy3AboihCoVCgY8eODMOIiIiIiIjIszgdQGk+UJQFFGUDBRlAaS7gvEwwVhN+hURX/xtsAPz1HAnm5hiINZLD4cDJkycvurqiN4uPj4e/v7/UZRARERERERFdGaejut+Yww7YbYDDVj0STK4AFEpArgRUGoZfHohTJhuptLSUYdhFFBUVMRAjIiIiIiIizyeTA36BUldBzUAmdQGeSBRF9g67hIqKCq66SURERERERERui4FYI5hMJlitVqnLcGvsrUZERERERERE7oqBWCNwdNjlFRcXc0opEREREREREbklBmIN5HQ6UV5eLnUZbs/hcMBoNEpdBhERERERERHRBRiINZDZbJa6BI/Bx4qIiIiIiIiI3BEDsQaqqqqSugSPwUCMiIiIiIiIiNwRA7EGYshTfyaTSeoSiIiIiIiIiIguwECsgRjy1J/D4YDdbpe6DCIiIiIiIiKiWhiINYDT6YTVapW6DI/CEXVERERERERE5G68LhB7++230atXL/j6+iIxMbFBx5rNZgwbNgy9evXCDTfcgL59+2L8+PF49913a40cO3LkCLp06YInnnii1vFLlizBs88+e8F5p02bhl69eqGsrKxB9WzZsgXdunXD9ddfjxtuuAEjRozA6tWra+3z7LPPokuXLti7d2+t7X379sWRI0dqbcvOzka3bt3w5JNPNqiOujz77LPo0aMHIiIi4O/vD39/fxw4cMB1/9KlSxEWFoarrroKP/30k2t7aWkpOnfujIKCgiuugYiIiIiIiIioLl4XiBkMBjz33HOYPn16g4+taai/ZMkSHDp0CD///DMWLFiAX3/9Fffee2+thvs+Pj7Yt28fjh8/fslzZmRk4MiRI1CpVPjmm28aXFO7du1w+PBhHDp0CIsXL8by5ctx6NChWvvodDosW7YMTqfzkufavHkzAgIC8OOPP6K0tLTBtZzvrrvuwokTJ2A0GmE0GtGnTx8AQG5uLhYtWoTff/8db7zxBh5++GHXMU8//TSefPJJhIaGXvH1iYiIiIiIiIjq4nWB2O23347ExESEhIQ0+Njz+2HJ5XJ07twZb7zxBgoLC7FlyxbXfb6+vpg8eTKWLl16yXNu3rwZHTt2xD333IPNmzc3uKZzde/eHW3btsWJEydqbR82bBiqqqrw9ddfX/RYp9OJrVu3YsaMGQgLC7vkvg1RVw+xtLQ0tGvXDpGRkbjllluQlJQEANi3bx/OnDmDqVOnNsm1iYiIiIiIiIjq4nWB2JUQRbHO7YGBgejduzeOHj1aa/uUKVNw5swZ7Nu3r87jHA4Htm7dijFjxmD06NE4derUBWFWQ2o7evQozp49i7i4uFr3KZVKzJo1CytWrLhoD7QDBw6goKAAI0eOxOjRo7Fp06ZG1XGubdu2oWfPnujcuTNef/111wi1du3aISUlBZmZmfj+++/RpUsX2Gw2PProo3jvvfeu+LpERERERERERJfCQKwBLhaIAUBYWNgFPcD8/f3xwAMPYNmyZXUeu2/fPhQXF2PEiBGIiYlBjx49GhxEnTlzBn379kXPnj0xdepU3HvvvRg8ePAF+w0fPhxarRYbNmyo8zybNm3CgAEDoNfrcdttt+HMmTP4888/G1TLuSZOnIjt27fjwIED+Oijj7Bs2TIsW7YMABAUFITly5cjMTERb775JlauXIklS5YgMTERNpsNw4cPx6BBg654xBwRERERERERUV0YiDXApXpw5efnQ6vVXrB9woQJKC8vx44dOy64b/Pmzejfvz/0ej0A4LbbbsO3334Li8VS75ratWuH/fv349ChQ3jwwQdx+PDhOqcpCoKA2bNn48MPP0RlZWWt+0pLS7F7927cdtttANDocO5cV199NYKCgiCTydC7d2/MmzevVhh355134ujRo/jxxx+hUqmwadMmPP3005g2bRqeeeYZbN68GY8++ihKSkoaXQMRERERERERUV0YiDWAIAh1bq+oqMDBgwdx3XXXXXCfUqnEww8/jLfffhs2m821vbi4GHv27MGhQ4cwaNAgDBo0CEuXLkVFRQW+//77BtdWcx2LxXLRUWB9+/ZF+/bt8cknn9Tavn37dthsNrz00kuuWk6ePIkdO3bAbDY3uJZz1TxmMtnFv9UeeughvPXWW/Dx8cHvv/+OG264AXq9HtHR0Thz5swVXZ+IiIiIiIiI6HxeF4jZ7XZUVVXBbrfD6XSiqqrqon21znd+qON0OnHixAnMmTMHISEhGDNmTJ3HjRw5Emq1Gjt37nRt2759O7RaLbZt24avvvoKX331FTZv3owxY8a4pgpmZWWhS5cuyMrKqld9giBg+vTp+PDDDy8aZD3++ONYs2ZNrVFomzZtwl133YWNGze6atmyZQsEQXCFc++8806Dmt3/5z//gdFoBAAcPXoUr776Ku64444L9vv000/Rtm1b9OvXDwCQkJCA77//HtnZ2Thz5swF/dCIiIiIiIiIiK6U1wViixYtglqtxssvv4zt27dDrVbjlltucd0/fPhwLF68uM5ja0Y7Pf3007jhhhtw4403YsGCBejevTtWr14NlUpV53EymQyzZ89GaWmpa9umTZswYcIEhIeHIyQkxHW77777cOTIEWRkZCAnJwcGgwFhYWH1/vqGDBkCrVaLdevW1Xl/586d0a9fP1cIePz4cSQnJ+Pee++tVYfBYMDtt9+OjRs3AgBycnLQo0ePetexbt063HLLLejRowcmTpyImTNnYs6cObX2KSwsxGuvvYYlS5a4tq1YsQKPPvoounfvjgULFiA8PLze1yQiIiIiIiIiqg9BvFSneKqlsLAQubm5LXa9d999F8HBwRg/fnyLXfNixo4di08++QQ6na5Bx/n7+yM+Pr5ZaiIiIiIiIiIiagwGYg1gNBqRmpoqdRkeJTQ0lKO8iIiIiIiIiMiteN2UySuhVqulLsHjXGwaKRERERERERGRVBiINYBcLodSqZS6DI/CEJGIiIiIiIiI3A0DsQZiwFN/MpmMASIRERERERERuR0GYg3EQKz+1Gq1a2VOIiIiIiIiIiJ3wUCsgRiI1Z+fn5/UJRARERERERERXYCBWAMxEKs/NtQnIiIiIiIiInfEQKyB5HI5NBqN1GW4PUEQ4O/vL3UZREREREREREQXYCDWCMHBwVKX4Pb0ej3kcrnUZRARERERERERXYCBWCMEBARAoVBIXYZbCwoKkroEIiIiIiIiIqI6MRBrBEEQGPhcgp+fH/uHEREREREREZHbYiDWSAzELo5TSomIiIiIiIjInTEQaySFQgGtVit1GW5HLpcjMDBQ6jKIiIiIiIiIiC6KgdgV4CixCwUHB0MQBKnLICIiIiIiIiK6KAZiV0Cj0XA01DkUCgWnSxIRERERERGR22MgdoUMBgPkcrnUZbiF6OhoPhZERERERERE5PYYiF0hhUIBg8EgdRmS0+v18Pf3l7oMIiIiIiIiIqLLYiDWBLRarVdPnVQoFIiIiJC6DCIiIiIiIiKiemEg1kS8eeokp0oSERERERERkSdhINZEvHXqJKdKEhEREREREZGnYSDWhLRarVetsqhSqThVkoiIiIiIiIg8DgOxJhYREQGdTid1Gc3O19c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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import networkx as nx\n", "\n", "# Define the neural network layers\n", "def define_layers():\n", " return {\n", " 'Suis': ['DNA, RNA, 5%', 'Peptidoglycans, Lipoteichoics', 'Lipopolysaccharide', 'N-Formylmethionine', \"Glucans, Chitin\", 'Specific Antigens'],\n", " 'Voir': ['PRR & ILCs, 20%'], \n", " 'Choisis': ['CD8+, 50%', 'CD4+'], \n", " 'Deviens': ['TNF-α, IL-6, IFN-γ', 'PD-1 & CTLA-4', 'Tregs, IL-10, TGF-β, 20%'], \n", " \"M'èléve\": ['Complement System', 'Platelet System', 'Granulocyte System', 'Innate Lymphoid Cells, 5%', 'Adaptive Lymphoid Cells'] \n", " }\n", "\n", "# Assign colors to nodes\n", "def assign_colors():\n", " color_map = {\n", " 'yellow': ['PRR & ILCs, 20%'], \n", " 'paleturquoise': ['Specific Antigens', 'CD4+', 'Tregs, IL-10, TGF-β, 20%', 'Adaptive Lymphoid Cells'], \n", " 'lightgreen': [\"Glucans, Chitin\", 'PD-1 & CTLA-4', 'Platelet System', 'Innate Lymphoid Cells, 5%', 'Granulocyte System'], \n", " 'lightsalmon': ['Lipopolysaccharide', 'N-Formylmethionine', 'CD8+, 50%', 'TNF-α, IL-6, IFN-γ', 'Complement System'],\n", " }\n", " return {node: color for color, nodes in color_map.items() for node in nodes}\n", "\n", "# Define edge weights\n", "def define_edges():\n", " return {\n", " ('DNA, RNA, 5%', 'PRR & ILCs, 20%'): '1/99',\n", " ('Peptidoglycans, Lipoteichoics', 'PRR & ILCs, 20%'): '5/95',\n", " ('Lipopolysaccharide', 'PRR & ILCs, 20%'): '20/80',\n", " ('N-Formylmethionine', 'PRR & ILCs, 20%'): '51/49',\n", " (\"Glucans, Chitin\", 'PRR & ILCs, 20%'): '80/20',\n", " ('Specific Antigens', 'PRR & ILCs, 20%'): '95/5',\n", " ('PRR & ILCs, 20%', 'CD8+, 50%'): '20/80',\n", " ('PRR & ILCs, 20%', 'CD4+'): '80/20',\n", " ('CD8+, 50%', 'TNF-α, IL-6, IFN-γ'): '49/51',\n", " ('CD8+, 50%', 'PD-1 & CTLA-4'): '80/20',\n", " ('CD8+, 50%', 'Tregs, IL-10, TGF-β, 20%'): '95/5',\n", " ('CD4+', 'TNF-α, IL-6, IFN-γ'): '5/95',\n", " ('CD4+', 'PD-1 & CTLA-4'): '20/80',\n", " ('CD4+', 'Tregs, IL-10, TGF-β, 20%'): '51/49',\n", " ('TNF-α, IL-6, IFN-γ', 'Complement System'): '80/20',\n", " ('TNF-α, IL-6, IFN-γ', 'Platelet System'): '85/15',\n", " ('TNF-α, IL-6, IFN-γ', 'Granulocyte System'): '90/10',\n", " ('TNF-α, IL-6, IFN-γ', 'Innate Lymphoid Cells, 5%'): '95/5',\n", " ('TNF-α, IL-6, IFN-γ', 'Adaptive Lymphoid Cells'): '99/1',\n", " ('PD-1 & CTLA-4', 'Complement System'): '1/9',\n", " ('PD-1 & CTLA-4', 'Platelet System'): '1/8',\n", " ('PD-1 & CTLA-4', 'Granulocyte System'): '1/7',\n", " ('PD-1 & CTLA-4', 'Innate Lymphoid Cells, 5%'): '1/6',\n", " ('PD-1 & CTLA-4', 'Adaptive Lymphoid Cells'): '1/5',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Complement System'): '1/99',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Platelet System'): '5/95',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Granulocyte System'): '10/90',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Innate Lymphoid Cells, 5%'): '15/85',\n", " ('Tregs, IL-10, TGF-β, 20%', 'Adaptive Lymphoid Cells'): '20/80'\n", " }\n", "\n", "# Define edges to be highlighted in black\n", "def define_black_edges():\n", " return {\n", " ('DNA, RNA, 5%', 'PRR & ILCs, 20%'): '1/99',\n", " ('Peptidoglycans, Lipoteichoics', 'PRR & ILCs, 20%'): '5/95',\n", " }\n", "\n", "# Calculate node positions\n", "def calculate_positions(layer, x_offset):\n", " y_positions = np.linspace(-len(layer) / 2, len(layer) / 2, len(layer))\n", " return [(x_offset, y) for y in y_positions]\n", "\n", "# Create and visualize the neural network graph\n", "def visualize_nn():\n", " layers = define_layers()\n", " colors = assign_colors()\n", " edges = define_edges()\n", " black_edges = define_black_edges()\n", " \n", " G = nx.DiGraph()\n", " pos = {}\n", " node_colors = []\n", " \n", " # Create mapping from original node names to numbered labels\n", " mapping = {}\n", " counter = 1\n", " for layer in layers.values():\n", " for node in layer:\n", " mapping[node] = f\"{counter}. {node}\"\n", " counter += 1\n", " \n", " # Add nodes with new numbered labels and assign positions\n", " for i, (layer_name, nodes) in enumerate(layers.items()):\n", " positions = calculate_positions(nodes, x_offset=i * 2)\n", " for node, position in zip(nodes, positions):\n", " new_node = mapping[node]\n", " G.add_node(new_node, layer=layer_name)\n", " pos[new_node] = position\n", " node_colors.append(colors.get(node, 'lightgray'))\n", " \n", " # Add edges with updated node labels\n", " edge_colors = []\n", " for (source, target), weight in edges.items():\n", " if source in mapping and target in mapping:\n", " new_source = mapping[source]\n", " new_target = mapping[target]\n", " G.add_edge(new_source, new_target, weight=weight)\n", " edge_colors.append('black' if (source, target) in black_edges else 'lightgrey')\n", " \n", " # Draw the graph\n", " plt.figure(figsize=(12, 8))\n", " edges_labels = {(u, v): d[\"weight\"] for u, v, d in G.edges(data=True)}\n", " \n", " nx.draw(\n", " G, pos, with_labels=True, node_color=node_colors, edge_color=edge_colors,\n", " node_size=3000, font_size=9, connectionstyle=\"arc3,rad=0.2\"\n", " )\n", " nx.draw_networkx_edge_labels(G, pos, edge_labels=edges_labels, font_size=8)\n", " plt.title(\"OPRAH™: Plato, Antiquarian, DMN\", fontsize=18)\n", " plt.show()\n", "\n", "# Run the visualization\n", "visualize_nn()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "```{figure} https://www.ledr.com/colours/white.jpg\n", "---\n", "width: 1\n", "height: 1\n", "---\n", "_Veneration_. The antiquarian risks obsolescence if it doesn't engage with the new and emergent elements in the ecosystem. But modernity also drowns in noise when it becomes data-obsessed, algorithm driven, and skeptical of ancient wisdom including that from culture, ritual, and holy writ. In clinical research, LLMs offer a chance to unleash nuance and depth in various EHR treasure-troves locked in time-stamped patient records, clinical follow-up, laboratory and imaging, and ICD-tokenized billing records. This antiquarian \"prosody\" (in the beginning was the word) should transform the ecosystem and landscape dominated by a curated \"grammar\" of datasets, mostly numeric and static in nature. \n", "```\n", " " ] } ], "metadata": { "kernelspec": { "display_name": "myenv", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.4" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 4 }