{"id":2398,"date":"2025-06-05T12:06:16","date_gmt":"2025-06-05T12:06:16","guid":{"rendered":"https:\/\/artelnics.com\/?post_type=case_researchs&#038;p=2398"},"modified":"2025-06-09T10:44:53","modified_gmt":"2025-06-09T10:44:53","slug":"sme-hpc-adoption-programme-in-europe","status":"publish","type":"case_researchs","link":"https:\/\/artelnics.com\/case_researchs\/advanced-predictive-analytics-system-with-cloud-computing-neural-designer\/sme-hpc-adoption-programme-in-europe\/","title":{"rendered":"SME HPC Adoption Programme in Europe"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2398\" class=\"elementor elementor-2398\" data-elementor-post-type=\"case_researchs\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4fa003eb elementor-section-height-min-height elementor-section-items-bottom elementor-section-content-bottom elementor-section-stretched elementor-section-boxed elementor-section-height-default\" data-id=\"4fa003eb\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6a63a286\" data-id=\"6a63a286\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-53e88a8a elementor-widget__width-auto e-transform elementor-widget elementor-widget-heading\" data-id=\"53e88a8a\" data-element_type=\"widget\" data-settings=\"{&quot;_transform_translateX_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:-5,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateX_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_translateY_effect_hover_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 20-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><p class=\"elementor-heading-title elementor-size-default\"><a href=\"\/case_researchs\">\u2039 Back to Case Research<\/a><\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5542e14e elementor-widget elementor-widget-heading\" data-id=\"5542e14e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">SME HPC Adoption Programme in Europe<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-11f8db57 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11f8db57\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4440915f\" data-id=\"4440915f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6539ea1 elementor-widget elementor-widget-text-editor\" data-id=\"6539ea1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 20-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<h3><span style=\"color: #4a88a6;\"><strong>Context<\/strong><\/span><\/h3><p data-sourcepos=\"3:1-4:742\">The predictive analytics market was experiencing significant growth, with organizations increasingly adopting these techniques. Artelnics developed Neural Designer, a professional predictive analytics solution designed to intelligently use data for tasks like discovering relationships, recognizing patterns, and predicting trends. A key challenge for Neural Designer was to handle complex interactions in big datasets, requiring high performance through parallel processing. While the underlying OpenNN code had OpenMP parallelization, which accelerated performance on desktop computers, the emergence of Big Data necessitated handling datasets that exceeded single-machine memory limits.<\/p><p data-sourcepos=\"3:1-4:742\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter\" 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alt=\"\" width=\"489\" height=\"329\" \/><\/p><p data-sourcepos=\"3:1-4:742\">\u00a0<\/p><h3><span style=\"color: #4a88a6;\"><strong>Procedure<\/strong><\/span><\/h3><p data-sourcepos=\"6:1-7:1003\">To overcome Big Data challenges and enhance performance, Artelnics collaborated with the Barcelona Supercomputing Center (BSC) through the POP and SHAPE projects. They implemented shared and distributed memory parallelization using OpenMP and MPI. The primary goal was to enable the OpenNN library to load and analyze larger datasets by distributing them across different nodes. The development involved an iterative process where Artelnics and BSC exchanged improved code versions and performance analysis results. Initial prototypes were analyzed on Mare Nostrum III to identify bottlenecks like replicated code and load imbalances. The team then evaluated the MPI+OpenMP version on the Marconi Broadwell partition, running jobs in exclusive mode to ensure accurate performance assessment. They focused on evaluating both the combined MPI+OpenMP performance and the scaling of the MPI implementation.<\/p><p data-sourcepos=\"6:1-7:1003\"><img decoding=\"async\" class=\"aligncenter\" 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\" alt=\"\" \/><\/p><p>\u00a0<\/p><h3 data-sourcepos=\"9:1-10:1369\"><span style=\"color: #4a88a6;\"><strong>Results<\/strong><\/span><\/h3><p data-sourcepos=\"9:1-10:1369\">The implementation of OpenMP and MPI parallelization significantly enhanced Neural Designer&#8217;s capabilities. The new code version allowed Artelnics to build predictive models on multi-core computer instances and supercomputing clusters. The code achieved efficiencies close to 90% for both MPI and OpenMP parallelizations. For combined MPI+OpenMP configurations on a single 32-core node, the parallel efficiency ranged from 87% to 98%. While minor performance degradation was observed with increased threads due to slight IPC reduction and thread imbalance, its overall impact was small. Regarding MPI scaling, with <code>OMP_NUM_THREADS<\/code> set to 1, the application achieved a speed-up of 3.49 with 128 MPI ranks compared to 32 ranks, representing 87% of the ideal speed-up. This successful implementation meant Neural Designer could analyze larger datasets in less time, delivering previously unachievable results to Artelnics&#8217; customers. Future work aimed to further optimize the code by reducing synchronizations and barriers for even larger-scale executions. Artelnics also planned to make Neural Designer available on cloud platforms like AWS Marketplace and Microsoft Azure, allowing users to leverage more efficient machine<\/p><p data-sourcepos=\"9:1-10:1369\"><img decoding=\"async\" class=\"aligncenter\" 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39yc8PJzIyEiEECQmJhIVFXXW+wsMDCQpKQmNRuOqP3v27OkKqpzv2dliFBQU5NpWWFgYfn5+9OjRA51Oh1arJSkpCa1W2+aIndlfgNDQUBRFITAwEI1GQ69evQgJCSEuLs7V6hQYGOgqMzo62lWGRqMhKiqKyMhItFotAQEB+Pv7uz4PlUpFr169yMrKIigoCEVR0Ov1AERGRrqCqbb74Hxv8sKw+5EBVicIIYiNjWXLli0UFRXh5+fnun124sQJBg0ahMlkwmw2ExUVhaIoxMbGotFomDRpEvX19QwYMMD1lElERAQmk8l1peXn58fp06cJCQkhPj4ePz8\/0tLSqK6uZuzYsbS0tFBeXk5aWhqxsbHU1tYSEBBAcnIyzc3N9OvXj1GjRlFeXk5cXBzZ2dmEhYXR3NyM0WikZ8+e5OTkMGTIEJqamkhNTaW1tRWdTuf6PTY2lqNHj1JVVcWAAQMIDQ0lNjYWlUrF4cOHiY+PR6vVUltbi81mY8KECZSUlFBSUuJqARswYACJiYmoVCqEEBgMBnAEfMOHD6e1tZWAgACGDh2KxWLhxIkT5Ofn4+fnR21trSuATUhIoKGhwdUvIjU1lR07dhAcHOxaQkJCMBqNGI1GAgMDKS0tpbW1lcmTJ6MoCk1NTQQFBVFbW8u2bduor69n4sSJWCwWRo8eTV5eHuPGjXNdsUqSdGHOL3gcfZTa\/u7k5+fnChJok084btk7X9P2tc76om2Qc6EAwr1sZxnuPzu30\/Z39\/1wcr7O+V7brncGhcHBwQQGBp73\/bW3j2azGbVafc7rztcS5efnJ+uoK4iw2+0d\/1VIHRJCUFFRgd1up0ePHphMJkwmEwaDgaioKJqamrBYLERFRdHc3IxGo6GmpobY2FhMJhN6vR6DwYBarUan09Hc3IyiKGi1WoQQtLa2YrFYCA4OxmAwsHnzZoKDg5kyZQolJSWEhIS4munr6uoICQkhMDAQk8mE4riqNBqNrkoqODiY0tJSoqOjsdlsNDQ0EB0djdFoRKfT0dra6tov5y2AhoYGDAYD0dHRWCwW\/Pz8EI5Hl3U6HTqdDoPBgMlkIiIigtbWVgwGA7GxsVRXV6NWqwkNDXVVKs7+UTabDX9\/fwCam5tpampiz549rtYui8WCXq8nJCQEk8lEYGAgBoOBwMBAV3+L6upq19W0s7KzOPqMbdmyBX9\/fwYNGkRUVBQ2mw2j0YhGoyE\/P59NmzZx8803ExsbS0tLC8HBwbS0tBAQEHBWBShJUsecdeDs2bPJyMjgpptu4s0336S1tZXbb78dnU7H0qVLuf7660lJSeHDDz8kLi6OW2+9ld27d7tuKc6dO5e7776b4uJizGYz6enpLF26lOTkZBYsWEBYWBjTp0+nX79+2O32c4IdRVFQq9Xs2LGDnTt38uCDD+Lv709hYSHLly\/nZz\/7GU1NTbz\/\/vuMHz+e6dOnA7B+\/XpiYmJc\/adqa2tJTU0lMTERIQRGo5HFixdTWFjIT37yE9LT0131TH5+Punp6eh0OlQqFXl5efTq1avN0fk+ULPb7ezfv5+EhARMJhNLly7l5z\/\/OR9\/\/DG\/\/e1vXa1u0tVHBlhd5H6yu\/\/e1vnS2tM2v8lkQq1Wo9FoztmO++9ttU3r6Of28l6KC233Qpyd1rVaratZ\/ULb6KgcIQRmsxmVSuXq0No2zRnk+fn5tft6SZIujnA89bdnzx4URaFv3768\/\/77PPvss\/zzn\/9kypQpBAYGUlZWxt69e3nkkUc4deoUoaGhbNu2jYaGBv76179y0003cfvtt9OvXz\/q6uqYNm0aTz31FP\/4xz\/43e9+x7\/\/\/W8OHjzIjh07SElJYdiwYcyePZuRI0eiKAqbN2\/m1ltv5bXXXuOZZ55h3rx5\/OY3v+Gtt97ixhtvZObMmYwbNw6NRsOoUaMIDg4G4Nlnn6WxsZFnnnmGv\/3tb6SnpzNx4kT27dtHfX09WVlZ5OfnM3XqVJYuXcqwYcPYt28fEyZMwGAwYLVa2blzJxMnTuTxxx\/nySefxGg0YjabSU5OZtu2bWg0GiZPnsznn3\/OpEmT2Lt3L9dddx0fffQRDz30EOvXr+eee+6RddFVSj5F2EXuJ4b77211lOZ86k1RFBRFcT2JpyiKq8XH2Y\/J5nhKEUdg4vzffR2OoMxoNLqCirblt\/denOW1TbM7ni6kzftsm79t2TbH49Pur2\/7RKGTc19x3DLU6XSuoKmj99Z2H22OJwzbvh9nPq1We05w5Uxzthi2V4YkSZdGOIZ8GDlyJCUlJVRVVbFixQoiIyNJTEykoKCAvn37YjAY6NWrF5MnT0an0xEYGMjRo0dpaWkhLS0NtVrteqrParUSFBSE3W4nNzeXb7\/9lp07d3LNNdewevVqjhw5QmRkJGVlZaSnpzNlyhSioqJc\/bRMJhM4+lvFxMRgNBrR6\/Xs27ePL7\/80vXeVSoVsbGxHDx4EJvNhlqtpqqqilWrVnH\/\/fczf\/58qqurWbFiBSNHjmTu3Lk8+uijvPnmm1RUVHDo0CFGjRrlemBn5MiRFBQUEBwcjKIojBs3jlGjRpGWlsakSZNcTz4631NiYiKnT59uczSlq40MsH5gwjFa8jvvvMOuXbsoKCjghRde4Msvv6S1tZX58+czZ84cTp8+zcaNG\/nggw9cfbc+\/vhjzGYzu3fvZufOndjtdpYsWYJwNN1\/9913fPLJJ7zyyiusWLECg8FAXV0ddrudlpYW1xAPVVVV1NXVcfr0aWbPns3u3buxO4ZyWLJkCUuWLKG0tJSZM2fy6quvojj6LFRUVLBq1SpXx\/XXX3+dEydOUFpaSkNDAxaLhfXr1\/P6668zb948ampqaGlpwWw2s3\/\/furq6mhqaqK+vp7i4mJOnDiBxWKhuroaq9VKY2MjVVVVmEwm9uzZw9atW7Hb7SxevNg1GN\/hw4dlsCRJPxCr1crevXtZsWIFvXv3BiAmJobGxkbMZjP+\/v6sWLGCfv368dlnn7FgwQJ27dpFa2srw4YNY+PGjZhMJm655RYOHDiA3W5Ho9FgNpsRQri6N1gsFrZu3YpKpSIqKopDhw6Rk5OD0WikpqYGm2NYmyVLlhAZGUllZSUqlYolS5aQlJREUFAQcXFx2O12qqqqADAYDMyYMYM333yTkSNH0tLSgs1mc\/WDtdlsxMfH87\/\/+7+MHj2alJQUVq5cSc+ePbFYLAQFBREREeHq97lv3z40Gg3r16+npaWFuro66uvrURTF1XVDrVa73pPZbJb9qa5y8hbhD0wIweOPP87LL7\/Mq6++SlpaGpWVlZSXl3PrrbeycOFCbrvtNnbu3El4eLhrqIT+\/fvzxBNPcMcdd2C1Wlm8eDHPPfccr776Kq+88grHjx\/n2LFjnD59moyMDIYNG8acOXOIj48nIiKC+vp6Wltbuf7661m9ejWhoaHY7Xb8\/f05cOAADz30EBqNhueee4477riDTZs2ER4eTkpKCuPGjQMgNzeX1157jb\/+9a98++23fPfddzz++ONUV1dTUFBAUlISO3fuZNq0aVRUVFBcXOzqHG+1Whk1ahQff\/wxGRkZFBQUEB4eTlxcHA0NDWRnZ9Pc3ExRUREDBw7k6NGjlJWVcf\/99\/PCCy9w\/fXX09jYyMmTJ\/nlL3+Jn5+f+6GVJMnLWltbKSgoQKvV0rt3bw4dOuR6kjAoKIiqqipCQkIICQlxPRAUGhqKv78\/gYGBlJeX09raSu\/evTl9+jTBwcFERETw0ksv8T\/\/8z8cOXKEnj17sn79eiIjI8nMzCQiIoLy8nKCgoJISkpyvZfCwkIsFovrCT2j0UhtbS3R0dEIIaisrKSmpga73e5qcUtMTOTo0aOkpKTQ0NCAXq+nurqa9PR0jh075nq4RzimwGlpaSEwMBCdY1yrkJAQKioqXF0OjEYjarWa2NhY1xORdrudxsZGcHRsr6mpoUePHqxfv56MjAz69esnLxKvUrIFqxtw3s7KzMykrKwMq9WKSqUiKCiIKVOm0NDQgNVqRa\/Xk5aWRv\/+\/fnvf\/9LSkoKq1evJigoiHHjxrFy5UqEo5O2wWDA398fRVFcHeYLCwuZOHEiu3btQq\/Xk5+fj81mc3UU12g0REREoDg6ySuKQmhoKAEBAQQFBdG\/f39WrlxJfX09OG659erVi0OHDlFdXU1cXBzV1dWcPn2ahIQEysrKMJlMrg712dnZqNVqamtryc\/Px2AwUFpa6goax48fj8bxyPeBAwfQaDTgeKpm7Nixrlt7YWFh+Pv7ExwcTFNTk6ycJOkHEhgYSHZ2NllZWajVagYPHkyfPn1ITU0lJiaGfv36kZiYSGhoKAMGDKBPnz706NGD0NBQNI5hGDIyMhBCkJSUREREBAAPP\/wwZWVljBw5kqSkJIYMGcLgwYPp1asX4eHhZGVlkZSUhOLoOqAoCmlpaWRkZBAVFUVoaCg9evQgKyvLNSxCVlYWI0aMYPjw4Wi1WtLS0tBoNAwcOJDQ0FCSkpIIDw93tcRlZmbSs2dPcNR18fHx9OnTh4SEBGJiYujZsyeBgYGkpaURHx9PQkIC6enppKamuupexdHa7xzqIiYmxjW4anJysgyurnIywOoGKisrefPNNzl48CD9+vXj8OHDVFVVYTab2bBhg2tE9uLiYp588kny8vLIy8vj7rvvZtiwYaxfv56BAwcSFBSE0WgExzg3JpOJuro69u\/fz44dO2hoaGDu3LkEBQWRn5\/P0aNH0Wg0DBs2jOzsbIKDg1m0aBGhoaGsX78eu91OWVkZ3377LfHx8Rw6dIj6+nqampooLy\/HZrMxYMAAVqxYwXXXXUdzczN2x1M+ziu61tZWRo0axbhx40hKSuLw4cOu5nu73U5gYKCrX9TBgwcpKipiy5YtNDY2kp6ezvDhwwkPD8dsNmM2m9FoNBQVFbFp0yZiYmJcfbckSfphOAOJtj9fzHK+14Y4xg90\/t6vXz969uzZ7jbc38f5Fq1Wi7+\/v6u\/Z0evc39vF5PPfX1b7umKojBkyJB280pXD3mL8AcmHHMZCkdnUa1Wi8FgQOUYdK+1tRWVYzgGu2Pk9oCAAEwmk6tvgtlsxs\/Pz5UeFBREUVERu3fv5rrrrgPH+ClPPPEEL774oqtDvbMzqfPJPavV6hrOAHAN3+B8XxaLBSEEixcvZuTIkaSmpmK1Ws8aSkGn02F3zBNmd3RGdw5\/YLfbMRqNCMe4MlqtFpPJhL+\/v6tp3e7oJK9Wq11DOeDoQO\/s09HS0oJOp2PHjh3odDqGDRvm2gdJkiRJ6g5kgHUVq66uRqvVusai+u6775gyZUqXr5psNpvrFuIPRQjB6dOnCQ8PJzAw0D1Zki6L9lpPf8jzQpKk7kMGWFcxZ+XvrPDbNotfDa62\/ZG6B\/fzxn1d26Bq79696HQ6\/P39qa+vp0+fPnLaEkmSQPbBuro57\/W3\/f1qcrXtj\/TDE47BMxsaGly3soXjNn5ubi5CCPbv38+ePXuw2+3o9Xr27NnDwYMHMZlMFBUVuW9SkiQf9YMHWG0rMeciSZJ0uQkhOHToEPPmzSM\/P5+ioiL2799PVVUV8+fP57PPPqOmpobc3FwOHDhAaWkpCQkJrgF2o6KiMJvNrm3JRS5yOXfxJV65Reg8iO4tDO0d3Pr6ejZs2EBcXBynT58mNjaW0aNHn\/NaSZKky+Grr76iZ8+eGAwGPvjgA\/71r3\/Rs2dPnnjiCX73u9+xadMmzGYz48aNo2fPnhw5coTQ0FBycnKYMmUKfn5+fP3119xzzz0EBgbi5+dHTEwM6nYm9u0slUpFeXk5PXr08Ng22xJC0NLSgqIorpHJPU2lUlFRUUFMTIxXto88ThfNG8dJOB5sqqmpcc05+\/7773PnnXd6rIzuzuMBlhCCsrIy6uvrSU9Pd82GbrVaycvLIyIigsDAQD7++GNuueUWEhMT2bt3Lzt27OCOO+5g2bJlPPDAAz7zAUiS1H0IIfjqq6+IiYlBpVKxdOlSHn30UWJiYvjzn\/\/MH\/\/4R9auXYvBYGDy5MlnDXRJmz5a77zzDlarlccee+ysdE967rnn+Nvf\/ua+2mN2796NyWRi7Nix7kke88ILL\/DEE0+4r\/YoeZwujreP00cffURDQwO\/\/\/3vO\/X9brVaEUKgVqtdo+ALRz9cq9WKWq1GpVK5tu1MOy8hsDY2ogkJgQvl7QSP3iIUQtDc3MyaNWvYtm0b5eXlbNu2ja1bt1JQUMCcOXMoLS3ljTfe4J577uG1115DOAa4dLZutW3lcj7mLxe5yOXMYm8z16TkHVFRUQQEBGBzTJXS1NQEQO\/evdHr9eB4klav16N0MP6RSqUiNzeX3Nxc6GAcpK4szjK8sW3FsX1rmzlE3dM9seB2t8MbizxOF7d48zgBnDx5ksOHD9NZQgj27dvHd999h81mY9GiRQCcOnWKpqYm8vLyqK+v58SJE5jNZoxGIyUlJa7y2yOEQAD5L7yA6OAOW1d5pQWrqKiIQ4cOMW3aNH7\/+98TGBjICy+8wKZNmwgMDOTrr7\/mb3\/7G3\/+85958cUXqaqqQq1Ws2XLFsaMGeOayuUvf\/kLa9asITQ0lOjoaNfUA94ghCA3N5fMzMzzfiieIoRwTffgnN3d26qrq9FoNISHh3t9H4UQNDQ0YDKZiIqK8sofrzuTyURVVRWJiYle3z8cFVJOTo7X\/2aMRiMVFRUYDAYGDx7MG2+80enbBRd1VXephPDK1d8Ppb2\/VcXt6cG2690JIZg1axbl5eX8+te\/JiwsrN18XSGEYM+ePQwdOtTj28ax\/YqKCmw2G3FxcV4rY9++fQwePNgr20cep4vmzeMkHA0vH374If7+\/vz617++5DKEEHz99dcsWLCAf\/zjH7z77rtMnjyZhoYGAgMDCQsLo6CggJCQEBISEigpKQEgIyOj3fpZCEHjwYNYGho4+dZbpDz6KBq9nlAPH2OvBFiFhYUcPnyYCRMm8OabbxIYGMgf\/vAH1q5di16vZ\/v27YwdO5Yvv\/yS559\/3n0TKIpCZWUl7733HjfeeCPDhw93z+IVzz77LE8++aT7aq9Zs2YNWVlZJCYmuid5xebNmwkLC6N\/\/\/7uSV6Rl5dHeXk548ePd0\/yisbGRr7++mt+\/OMfuyd5jbeb1dvKzc1l\/vz53HfffSQnJ3eqIigtLSU+Pp6WlhZUjsFscQRxFovF1ULT1nnLEQJjSQna0FDUQUHuqT5JCMGnn35KUVERDzzwANHR0ec\/hp3klWC5DWdA6e0yvLl9LkMZ8jidnxCCuro6Pv74Y0JDQ7n\/\/vsvuRwhBOvWraO4uJjW1lZOnjyJyWTiueee4+OPPyY6Oto1NmNTUxMbNmxg8uTJ9O7du90+3UIIWgoKsBkMFL76Kml\/+ANqf3+CHLMHeIpHbxE6RURE0K9fPwAmT57MmDFjMJlM9O7dm4SEBKZPn059fT233XYbtNMkifMAtLRw8OBBVydCby6A68vGPc0bi5PzqSP3dE8vzjKsVutlK885YrxzdHZvLyaTyTWvo3uaNxYcUxJdjvJMJhMHDhygsbHRVaFfKiEEr7zyCjk5OeTm5lJcXMz27ds5ffo0DQ0N5Ofnc\/z4cfLy8rBarXz33Xe0tLR0XJ6jib1x\/34s9fUd5\/NBiqJQW1tLTU2Ne5LHKB78ImiP82\/Pm7y9fS5DGfI4XVhDQ4Nrou3OMplMpKWlERsbi9FoZMSIEbzyyivgmBOzqKiIPXv20NTURGZmJvn5+QR1cNGnKAqBvXoR0r8\/frGxhPTvT6CHgyvwQgsWbSL6tpRLaGIHqKmpYe7cuYwbN46hQ4e6J3uccHTOd8535W3CcQvNz88PPz8\/92SvaGpqQq1WExQU5PV9FELQ2trqmqT6crBarTQ2NhIZGen1\/eMH+JvJzc11tdDFx8dfcplCCH7xi18wYsQI+vXrx7Zt25g0aRIbNmxg+vTpbN++HZ1OR79+\/di5cycTJ05kzZo1\/Pa3v223LEt9PaWffUbD3r0EJCeji4wk+X\/+h6vpdmFnCCGYN28eZrOZe++9t91jJ0m+RAjB\/PnzMRgM3HfffZ06J9q+xhlPtI0rnOnO9bTpV3Y+it2OuIh8neGVrSrtXIGfb31HWltbOXHihGsCY29SFOWyfVHiKC80NPSyBVcAISEhBAYGXpZ9VBSFgIAAQkJC3JO8RqPRXLbgisv8N2O1Wjlx4gTNzc3tXqhcrKioKMaNG8eiRYsoKSmhX79+BAUFUVxcTFBQENHR0ezdu5dt27axevXq8\/59akJCSPjlL4maOpXYm28m\/u67fT64astsNrs6P0uSL1MUBbPZfNF1pbOOa1vXiTZjaalUqrP+d\/7cdv2Fgis7Z1rTvBVc4a0Ay1MUxy2ti\/1QuupyleN0tZfHD1Dm1VqeoihYLJYuNbHjCEL79OlDWloaY8aM4a233uLEiROkpqbS0NDA7t27aWlpYerUqTQ0NJw3QBYqFZrg4DOLXo8mNNQ9i8+yWq1s2rSJTZs2dSkglqQrnXB0oF+\/fr2rS0xHhBBYrVZKSkowmUyUl5djMpnOCq6ci7MudF\/vZDKZMJlMbbb+PYEgn3yaaOJMRweoocb1s6d45RahJ9TU1PD5558zZcoU+vTpc9m+yCSpOxJCUFpaytKlS7n55ps7\/cRSZ77sL1SOEAIFZOuVgxCCzz77DLvdzt13333B4ydJVzshBIsWLaKhoeG8twjtdjv79u3j2LFj+Pv7c\/r0aW644QaioqJcY2oWFBTQu3dvli5dyoABA4iJicFsNhMUFMTp06fJysrCarWycuVKEhMTGTly5DnlCQRHOUoJJYxnPLnk0kILYxmLcqY284hu3YLV1NREfn7+BaNeSbraOQfqra+vd09qV0dXdcpF3LZ3z9MRBQULFlDOBFeevvq7kimOhzskSTrjQrfLhRDU19eTn5\/PpEmT6NOnDzqdjtraWtauXUteXh6zZs2ioqKCgwcPcvToUUpKSti2bRt79uxh0aJF5OXlAbhmTaitrXUvBhx1V1\/60p\/+PMdzVFHFaEa7Z+uybh1gmc1m6urqXE++SZKvstvt1NXVXVR\/ROGYsHjnzp0UFxdTUFDgWt92sVgsKI5Oou4LjqAuPz\/\/rACtrWaa2cUurFgRCHayUwZZDna7nby8PIqKijo8fpLkC4RjzMfjx4+fN8hSFAWbzYZWqyU0NNTVYmWxWKivr6e1tZXU1FQqKio4cuQIqamphIWF8dVXX1FeXk5lZSWDBg1Co9Gg0+lITU29YD+s\/ezneq6nkkqaaXZP7rLzl\/4Di4yMZNiwYQQGBronSZJP0el0DB8+nNjYWPekswghOH36NCtXrqS1tZXZs2dTVFREbm6uq0X42LFjbN68mU8\/\/ZSPPvqI5uZm5s2bR21tLZs2bSIvLw\/hmDJm1qxZ7kW4BBCAH34c5jCb2YwVeSHUlslkuqiAWJKuds7R1S\/UKh4TE0NQUBB\/+ctf+O6777BarYSFhfHNN9\/wzTffcOzYMfLy8mhtbaVnz56sW7eOzMxMDAYDarXaNUwPjoucjsoTCNawhnjiGcMYbuImNrDBPVuXdds+WLW1tSxcuJDJkyeTkZHR4YGSJF\/gDJyWLVvGLbfc0mEfLCEEn3zyCf369WPIkCFs3bqV+vp6ioqKmDp1KmvWrKG5uZmbbrqJzZs3k52dzVdffcVDDz3EO++8Q1ZWFtdeey09evTAZDLxt7\/9jZdffrndsnBUVB\/yISpU3M3d6NC5Z\/E5wjFMg9Vq5Ze\/\/GWHx06SfIUQgoULF9LS0nLePlg48naFc9vO7bRXlkBQQSWRRKDmTFAmEB7tf0V3bsFSFIWamhr27NlDa2ure7Ik+RSz2cyePXuorKx0TzqHXq\/HaDTS2NjIiRMnUKlUrkekNRoN48aNY\/ny5VitVoKCgsjJyeHTTz8lLi4OvV7vmkrJz8\/vvJWd80mc3vRGj56TnHTPIkmS1CVKO31Dz7dwgeAKRx+sHkQ6gitHXvdMHtBtAywcHdV0Ot0F76NK0tVOCHFR54KiKMyYMYMvvviCjz76CEVRiIuLo76+no8\/\/pigoCB27NiBXq+nT58+bNmyhZ\/85CdotVqioqIIDAw8K6iKiIg4a\/tt1VFHDjmMZCR3cieHOCT7YDnY7XaOHTtGYWHheYNUSbraCSEoKSkhJyfngv2pbTYbOTk5VFZWcuzYMeodM0S4L87tuK93nmtFRUUcP378POeeQOEgUA\/sdARZBa5gy1O67S1COUyDJH3PWUktW7bsooZp6LhiubC22xXnmZ\/Mho1WDISgR+HMU4SebmK\/EgkhmDt3LsePH+eBBx4gKSmpw2MoSVc74ejk\/tFHH9GjRw8eeOCBds8HRVE4dOgQhw4dAqCyspJrr70WvV5PREQEra2tFBQUkJ6ezty5c+nbty8jR47k2LFjpKenc\/ToUYYOHYpWq+W\/\/\/0vvXv3Jj4+ngEDBrRTngCqgCPASuAuIBjI8mhb1vkvh39gwjEiqyRJZ6Z9uJjAyT2PexN628rGfb0zre3VYEfUCELQOKojx1hYEjg+q\/T0dBlcST5PURRiY2Pp3bv3WZ3Q3ZnNZo4cOcKoUaO45ZZbiIiIoKmpiTVr1lBSUsLs2bOpq6ujoKAARVEICwvjs88+w2KxMHPmTOrq6lCr1Wg0Gm6++ebzdnI\/YwewHfgcmA3kuGfosm4dvRQVFfHll19e9Ng\/knS1am1t5YsvviAvL++8lYYQgiNHjrBw4UJKSkrYunUrVqv1nGZ0i8WC2Ww+Z71zOXXqlGs+vY41obAV2AA0AKs83sR+JZPjYEnS985Xb+GouzQaDVqtlvLycle\/0dbWVmw2G71796a5uZn9+\/cTHBxMWFgY69at4+DBg6hUKlJTU\/Hz80OlUlFdXU1LSwvZ2dkdlKsA04E04AZgODDWPVOXdesAKzY2lilTphAqp+CQfFxAQABTp04lKSmpw5Yl4XjScPHixQwZMoR\/\/\/vf1NbWcuTIEaqrqzl06BD5+fnMnTuXVatW8dxzz1FWVsbbb79NeXk5GzduZOPGjQAsW7aMkSNH8sorr3RYHoQBvYBNwEIg2T2DJEnSRdHpdGRnZ\/Ovf\/2Lr776CrvdTkxMDHv37uXTTz+lrKyMvLw87HY76enpLF26lBtvvBGz2UxAQIDrbpfFYuHRRx+ltLSUI0eOdFB\/CccF4RAgDrgb2OWeqcu6dR+shQsXMmnSJLKysjqIQiXJNwghKCoqYvny5dx6663t9sESjhnre\/fuzdChQykqKmLbtm20tLQwdOhQtm\/fTl5eHo899hgbNmygd+\/erFixgt\/97nc8\/\/zz9O7dm+nTp5OYmAjA+vXraW5uZvr06eeUdUYV8DqwFQgAsoEXPNqH4UokhODTTz+lsrKSBx54AL1e38Hxk6SrnxDCNSafTqfj\/vvv7\/B8aD8Yunhtuzi4rzubAGqBUEDtqLOEx+uubtuC1dUDLUlXowudFz179qS0tJTa2lq2bt2KTqfDarXS3NyMzWbjpz\/9KR9\/\/LGr2b22tpY33niDjIwMtFot0dHRABw6dIgNGzYwbdo09yLaiAEeBKYAtwL3uGfwWXa7nePHj3P8+HH3JEnyOadOnSI3N\/e8I7njFgw5f1ba6SfaUdrFUxAiAiHUCOHsc+qep+u6bYClOKbwOF+nOEnyJWq1+rwBlqIoXHPNNRQWFrJkyRJCQ0NJTU0lPDycHTt2kJKSQk5ODpmZmfTr14\/a2lpuu+02+vTp4+qQ7WxmX7RoEb169WLt2rXuxbRRD5wAJgE\/BkrcM\/gstVrN2LFjGTp06CVW\/JJ0dVEUhaysLCZMmOCa\/qYjQghOnjzJli1bAFiyZIkj+Dl3aWpqOmeds35saGhgw4YNNDQ0tF9nCoFpxQqMCxZgWrQI48KFmBxleVK3vkX47rvvkpSUxB133CGny5F8mtlsZvny5Rw4cIBHHnmk3VuETl2pJJzbbLuNjsoBO2AC2p6bHeX1HcIxkrvZbObee+89z\/GTJN8ghGDBggW0trZ2OJK7EILi4mLWrVuHn58fKSkpLFy4kHvvvZf09HSqq6tpaGigtLSU+Ph4Xn75ZV555RX27t1LdnY2p06dwmg0MmHCBFatWoXdbicoKIiJEyeeU54QAsPbb6MZMwZVVBRKXR3m774j8He\/OydvV3TbFiwAPz8\/oqOjLxj1StLVTq1WEx0d3ekLDfemdGcl0t465\/oLEmqECHQ0sZ9ZJEmSOstgMABw1113MXLkSHQ6HYsWLaK5uZnVq1dz8OBBampqSEhIICQkhJMnT3Ly5Eny8vKYN28effr0AWD48OHs37+\/w1lgFICAANRpadhOnECVloboZN16Pt02wBJCEBwcTFpaGjqdnN9M8m0ajYa0tLQLPlErhMBkMvHuu+9y4MABtm7dyqFDh85qPnf+XFtbi81mc\/3edlEUhQ8\/\/JBdu3ad1ZrVlr2khKb776f1hRdoffFFGn\/+cxllSZLUaW3rpsLCQhRFwWazuZ4UzMzMZOPGjZjNZtRqNcePH2f\/\/v0YDAZiYmLQ6\/UAGI1Gpk2bhtVqbfdiUQAoCorRiHbMGDCZoJ18XdVtA6y2V9iSJH3f2nQhf\/rTn7jxxhs5dOgQubm57NixA5PJxOrVqzGbzXzwwQesXbuWP\/3pT+zZs4clS5awcOFC13Q6lZWVrFmzhhtuuIH58+e7b\/57ajXaiRMJfOIJAv\/8Z9SZme45fJrZbL5gp15J8gWKomAymc5bfymKQkxMDDabjRdeeAGNRkNMTAzDhw\/nrbfeoqmpiePHjxMSEoJGo8Hf35++ffsSFRVFWFgYsbGxqFQqFEVh9+7drFixgqioqHYvEBVAMRgwfvQRhtdfx\/jBBygdtHZ1Rbftg1VbW8uCBQvkMA2S5LiyKyoqYsWKFdxyyy0d9sESQvDYY4\/xxhtvALBu3To+++wzXn75ZZ5++mkeeOABvv76a6677jp2795NUlISOTk5REZGEhQURFlZGb\/+9a8BWLp0KWvWrOHtt99utyx7ZSWW775DO348qpgYDK+8QsD\/\/Z9XrgSvJMIxVc7+\/fu5\/\/77Zf0l+TQhBCdOnOCDDz4gNTWVBx98sMPzob1g6FIpjgfk2v5+DkVBtDNLTLt5u+DcEroJ54564oBL0tXgYs+FkJAQcnNz2bp1K9XV1QQFBXHixAkaGhqIi4ujpaWFXbt2YTKZqKurY\/\/+\/RQUFBAbG0tYWBgAx48fZ+DAgfj7+7tuI57DZsN++jTY7djLy7FXVbnn8FlCCOLi4oiLi3NPkiSfExMTQ3x8fKemvnO23LddLibtfJR2qjNvuPS9vYwMBgOlpaUXnIFbkq52NpuN0tJSWlpa3JPO8Ytf\/IKcnBxsNhtDhgzhpz\/9KVVVVYwfPx6LxUL\/\/v0ZMWIEAwcOZMSIEdx+++2MHTuWtLQ0+vfvD45RlXNzc7n22mtRq9XtVlwiMBBVQgK2Y8ewHTuGZuhQ9yw+SwhBZGQkoaGh7R47SfIViqIQFBREdHT0BQMso9HI6tWrOX78ON988w2nT5929ctqu7S0tGC3289Z77wQNJvNFBQU0NLS0u7FoUqoePbgs0z5ZgpTv5nK1G+m8rd9f2s3b1d021uEzmEakpOTuf322zv99JQkXQ2cwzQcPHiQX\/\/61x3eIuQSWro6olxMEzu036G9o7w+RMhhGiTpLOIihmmw2+1s3ryZqqoqamtraWho4Nprr8Vut5OYmEhtbS0HDhxgyJAhvPTSS4wYMYLrrruOXbt2MWjQILZu3cqPfvQjwsPDKSgo4KWXXuKpp54iPj7+nPKEENy07iZWFK9wDeA+pecUvr3223PydsX5w8kfWHh4ONnZ2QQFBbknSZJP0el0DBo0yDXS+qVwb0JvW4G4r3emXUwlI9pZJEmSOsNsNnPq1CnGjBnDQw89RFxcHM3NzWzcuJHy8nI++eQTQkNDKS4uZvjw4YwZM4aZM2fSs2dPPvjgA9dThHa7nS+++IJrr732vJPVi8tQY3XrAEulUuHn5+e+WpJ8jhACnU53wSZ2IQQbN27kjTfe4OjRoyxfvhyj0XhOM3pLSwv19fUobVqr2jaxCyHYuXMnhYWFHbaIHWs4hpgt0MzVoJmrQTdX12FeSZKk81Gr1YSFhVFSUsLOnTtpbGxEo9HQ2tpKQ0MDQ4YMobS0lAMHDiCEoLGxkePHj7N161aioqKIi4tDo9FQUlLCjh07+O677zh16pR7MS6KojgeJzyzKF4YJPn8tfUPSFbUknSu850XQghycnLYvHkzd999N7NnzwZg9+7dlJSUsHnzZrZt28asWbNYtmwZL7zwAkePHuXNN9\/kyJEjLF++nLVr1yKEwGg08q9\/\/YsTJ064F+NiU2xgO\/O\/TbFhsVjcs0iSJF0UnU7H0KFD2bhxI8XFxSQmJpKUlIRarebo0aOo1Wq0Wi1paWkMGzaMwsJCfvWrX5GamkqfPn0IDg5GURSSkpJYvHgxDz\/8MP369XMvxmVczDimJ07npsSbmJ40nYk9Jrpn6bJu3Qdr4cKFcpgGSXIET0VFRSxfvpxbb7213T5YQgjmz59PRkYGgwcPJj8\/nz179tDY2MioUaPYuHEjzc3NXHvttRw4cIBBgwYxa9Ysfv3rXzNz5kzS0tK44447iI6O5vnnnyc0NJTIyEh++tOfnlMWQE5DDv0W9QPnRAtWUO67+Cd5rlZC9sGSpLOIi+iDxQUuIC9G2+06t9VeWQoKKnFu+5JdsXv01uG5JXQTXT3QknQ1utB5MWTIENavX8+3337L+vXr8ff3p6mpia1bt2Kz2UhPT+fLL7\/EarVy4sQJAgMD+fjjj0lPT0cIQUhICBaLhdTUVOrq6igrK3MvAjjTf0FBAeuZwAqrY2pCyUVOVC9J37tQ94aOuPcRbRswdbT+QvWk4MxsFWf9UxSPBlfIFixJujJcTAuWM9++ffvQ6XQEBQURFBREfX09TU1NREREYDAYUKvVBAcHYzQaXX0cgoKCsNvtJCQkuAKDuro67HY7kZGR7ZbVbG1mbdmZW4o4Kq2bEm7ySl+GK4lwDDSam5vLAw88QEpKSrvHT5J8gRCC0tJSPvzwQ3r27NnhQKPC0Td05cqV9OnTh\/z8fIYMGUJaWpp7Vurr6wkKCmp3nmK73c7KlSspKChgxowZpKWltVseAvgQqAQigYcd\/bE8SP3UU0897b6yOzAYDBw5coTU1NROPTklSVcTIQQNDQ0cP36crKws15xb7enZsycxMTGEhYURFBREZGQkPXv2JCwsjOjoaCIjI9Hr9YSHhxMaGkpUVBShoaGEhYWddeUXEBBAYGBg+5UToFPpyAzLJCM0w7X4enCF47M6ePAg5eXlDBw4kMjISPcskuQzhBDU19eze\/duQkNDGdrBeHk2m43Nmzdjs9nIy8ujvLyc+Ph4Tp06hUajobCwkG+++QadTsdf\/\/pXqqqqCAsLY82aNajVapYtW0ZycjL+\/v4sWbKE3\/3ud4SGhrbfmiWAT4CbgWuBPsA8YLB7xq7pXJudJEmXnWjzlN+lcG9GP9\/idLHluDexS2eoVCr69u1L79695XGRfJqiKCQmJjJgwAA0Go17sovFYqG0tJRRo0bx4IMPumad2Lp1K1VVVXzxxRdER0dTVFTENddcw6RJk\/joo49ISEhg9uzZJCcnExISAkBLSwvPPPOMa6L7dlkANbDF8X\/HIzp0WrcOsGpra9mzZw+tXpiEUZKuJCaTiV27dlFRUeGedBYhBKtXr+att95i586dLF68mKamJhRFwWq1YrPZXFPklJSUYLPZMBgM2O12LBYLFosFIQQbNmzgueeeY8WKFR1XUHZgJ\/AM8CxQ4p7Bt9ntslOaJDld6HzQaDRER0dz4MAB1q1bR11dHTqdjtraWoqKiujXrx+FhYUcPnwYtVrN6dOnqaiocA3TEBMTg1qtRgjBrbfeyrhx46itrXUv5ntJQBEQB5wEkt0zdF23DrC0Wi2hoaGys6jk81QqFWFhYeh0OvckFyEEe\/bs4dixY9xzzz2sW7cOtVrNjh07KC4uZv369axevZoVK1bw9ddfM2vWLLZv384XX3zBpk2bWLZsGdu3bwdg586d\/OhHP+qwOR+AKiAP+DvwJPCxo+ldkiTpEmk0GkaMGEFzczNarZbhw4fTq1cvsrOzEUKQlJRERkYGY8aMYcKECahUKn7zm98wduxYxo8fT0xMjGtb1dXVqNVqBgwYcFYZLgowFWh01GF1wPWe74PVbQMs4XiiqU+fPnKwUcnnabVaMjIyiIiIcE86S0FBAePGjUOv13P99ddjNBo5deoUzc3NHD9+nIqKCsLCwjAajUyfPp158+aRkpLCd999R3V1tWsuwiFDhlBcXMzHH3\/sXsS5nNMjerhykiTJt0RGRnL77bczbtw4Ro4cSWRkJHfddRc33ngjo0ePZvLkyYwaNYq0tDQmT57MoEGDGDduHKNGjSI2NtbVjeK6665j8uTJxMTEdHyLXgHGAtOAcd6pv7ptgOXsE3KhZkVJ8hU2m+2C58OECRNYtGgRc+bMYdu2bQQEBFBdXe0amsFqtbJu3TqEEBw6dIjY2FiWL19OQkICdrvdNedna2srra2t5+0zQZijeX0J8KnjClCSJMmD3PuJOgMm93XtBVLtrWtLtPnnDXKYBkm6AohLGKahsrLSNeqxRqPBZDJhsVjw8\/PDZrMhhECr1bp+tlqtaLVaFEUhODgYlUpFY2MjFosFnU6HXq9vtyxwdAxtdvwcLm8R4vgM5ECjkvQ9cZEDjTY1NbF06VIyMjI4duwYo0aNcj0o0rYvaEVFBSEhIQQEBIAjkBLizNhWAKdPn2bXrl3cfPPNHY6\/JQR88skBtm07zYgR8dx77+AO31dntV+yJElXJEVRiI6OJiIiAr1eT0BAgGt4hpCQEMLDw13DN4SEhLiGawgODkav17sqKb1eT0REhGv6iQ7pgAjHIoMrSZI6yWazsWXLFiIjIzl+\/DiVlZU0NTWxfv16SktL2bZtG3PmzOHw4cM8\/vjjzJkzhwMHDvDZZ5+xe\/duPvjgA9fYfa+\/\/jpjxoxxL8JFCMHixbls2lSM2Wxny5bTfP754bOCOE+QAZYkXWWsVisGgwGbzdbubPLOSsQZOHVUqRiNxvMHV4DNptDaasFgsHCBrJIkSR2yWCxUVVUxdOhQfv7zn9OjRw9aW1vZu3cvdXV1rFu3jqioKE6cOHHWMA2RkZEsWrSIPn36EBISgqIo5ObmsnTpUvbt29dh\/VZV1YLNdqbLhd1up6rK86MVyABLkq4Sztt9y5YtY\/78+Xz77besXLmSmpoarFYrLS0tGI1GysvLOX36NAcPHsRsNlNcXIzVaqWhoYH6+nqEEBQXF7Nw4UJMJlOHFZTVamfz5pP84Q+refLJdRw\/XuOeRZIk6aJotVoSEhL46quvWLx4MbW1tQQEBHDq1Cn27NlDXFwcubm55Obm4ufnx\/79+1EUhd27d7ta5lUqFUIIhg8fTnR0NCaTyb0Yl4kTU0hICMFqtREXp2fSpFT3LF3WbUdyNxqNciR3SXIQjpHc8\/LyyMzMbHckdyEEW7dupaKigp\/+9Kfs2LEDf39\/SktL0el07Nixgz179rjOrby8PCorK6mtreXAgQMcO3YMgPj4eJ566ilSUlJcI8G3p6amlTff3InZbMdgsHL0aAXXX9\/bPZvPEY4HCGw2G4MGDXJPliSfI4TgyJEjWCwWBg9uf7h0lUpFdHS0a8qujIwMkpOTiYqKIi4ujl69epGSkkLfvn3p27cvgYGBXHPNNfTu3ZusrCzi4+Px9\/cHcHWTyMjI6HAUgqioINLSwhkwIIaxY5Po3bv9KcG6otu2YHl6RyXpanCh86KyspKsrCz8\/f3p1asXVquVyspKzGYzJSUlREREUF1djcFgYMyYMXz11Vc0NzeTn59PU1MTmZmZAPj5+dG3b1\/mz5\/vXsRZNBoVinLmfWm1cry67k90YZEk7woODmb06NFkZWXRu3dvgoODGTt2LEOHDiUjI4MBAwaQkZFBbGwsAwYMIDU1laysLDIyMggLCwNHMNe\/f38GDBhw3gd0FEUhOTmMoUPjSUkJ7zBfV3TbAEuSpEt3\/fXXM3fuXF555RUOHjxIYGAg5eXlvPfee1gsFnJzczly5Ag6nY5du3bRp08fdu3aRVRUFDabzTV5alpaGl9\/\/TUJCQnuRbhERATys58NIDBQTY8egfz618O9UkldCUQnpzG6vASwFvgA+H\/AUMcst9o2i8axTAOedgzT\/y9gowyypMtCuYjhGDpaOtpGRy42X2fJYRok6QogLnKYBhydRZ1f+EII7HY7iqKgUqlcr2kbDChtHoF2zppgs9lc6883k4KiKNhsZ7ap0Vxd12vOYSzaPuZ9Zn9taDQaLBYLNpsNnU7HF198gdFoZOrUqcTHxzNv3jwsFgv33HNPh5\/TD0MBXge+Bo4CZY45j85HD8wE7nC8XpIujbjIYRquNt2qRrx8V4AWoMkxPr7z\/xq3pdbt90bA4FiMgM19o5LULWi1WrRaLWq1GrVajUajcf2u0WjQaDSuNOc6589ObV9zPkIINBr1FRVctQ0+O6pzjEYj3333HSdPnqShoQEhBLW1tZw4cYK1a9diNpv5+uuvmTNnDg0NDQQHB5OWlnbWXJGtra20tLTQ0tLSTb5QBFAABDv+b7jIr4A+QE\/3lZJ0QYqiYDAYaGlpobW1tZucB5fPxZxdXdJeBdZ2nbOSMxgMlJSU0NjYeFZezxPAAeBRoJdjjPweQLTbEuX2+xjg18D9wBPAPnk1J3U7Qgiampo4ffo0RqORmpoaV0tU26Vts3h7aSUlJZw8eZLq6up2z2EnIQRGYyU2m9E9qdsRQmA2m9m7dy\/79u1j586d5OTkYLVa3bNitVo5duwY9fX17N+\/n6+\/\/podO3ZQVlZGcXExBQUFtLS00K9fP9asWcOwYcMoLi4mKSkJHI99FxQUsG3bNo4ePdpuGT+MSMfosGGA30XWYVWOC1FJujQ2m438\/Hy2bt3KsWPHsNl8q2HCqwGW3W6nuLj4nAq8vLwco\/FMhXzs2DGqqqo4dOgQ+\/bt4+uvv3ZV6KJN8\/z5KvlLowB9gZGAP3AIuJjK7yjwCTAfWONoxZIk73P+7Ttniu+IEIKWlha+\/PJLdu7cyeeff87GjRspKyvDYDBQXV1NQ0MDhw4dIicnh9WrV9Pa2squXbswGAwUFxdTVFSE3W4nNzeXXbt2sXDhQvdi2hBYLM2UV2yiqnoPinKhW00\/PLvdjslkYunSpZjNZg4cOEBdXd05x1Wv17ueABw2bBhPPPEEY8aMoW\/fvsTExNDU1ERERATx8fHU1dURGRnJddddR1RUFDieiEpOTmbw4MH06tXrgi2Bl0+pI8BKBwLO0xKfBFzr6Is16Dz5JKljarWapKQkhgwZ0s3Og8ujUwGWe8DkXjk582zatIn\/\/ve\/AOTk5NDQ0MCBAwf46KOPKC0tpaSkhDVr1rB3716Cg4MJDg6moaHBtY3m5maOHTvGkSNHPNiyJRz9DnB06rxUaiDFcfUnSd7X3NzM4cOHycnJueB5sGnTJiIjI5kxYwY9e\/bEbrezdetWTp06xbfffsuHH36IyWRi37591NfXs2DBAtRqNR999BHfffc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