diff --git a/notebook/Virtual spectrometer SCS Viking.ipynb b/notebook/Virtual spectrometer SCS Viking.ipynb
index 67dd200c005d12c72cbef2797d0aba83366da472..4bc67f53189f37854fe9e721749d1c4092e28650 100644
--- a/notebook/Virtual spectrometer SCS Viking.ipynb
+++ b/notebook/Virtual spectrometer SCS Viking.ipynb
@@ -115,7 +115,7 @@
"outputs": [],
"source": [
"proposal = 2953\n",
- "refNB = 322 # run containing the data without sample\n",
+ "runTrain = 322 # run containing the data without sample\n",
"darkNB = 375 # dark run"
]
},
@@ -150,7 +150,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": 6,
"id": "4f6124d9-8c1b-44f8-a078-07475a9674fc",
"metadata": {},
"outputs": [
@@ -535,9 +535,16 @@
" * sa3_pId (sa3_pId) int64 1056 1088 1120 1152 ... 2336 2368 2400\n",
" * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.7 553.8\n",
"Dimensions without coordinates: newt_y, PESsampleId, pulse_slot\n",
- "Data variables:\n",
+ "Data variables: (12/21)\n",
" newton (trainId, newt_y, newt_x) float64 943.0 800.0 ... 758.0\n",
" PES_S_raw (trainId, PESsampleId) int16 -2 1 1 2 -1 ... 2 -1 3 -3 1\n",
+ " PES_SSW_raw (trainId, PESsampleId) int16 -3 0 -3 -3 ... -3 -4 -4 -3\n",
+ " PES_SW_raw (trainId, PESsampleId) int16 -5 -8 -7 -4 ... -9 -7 -6 -9\n",
+ " PES_WSW_raw (trainId, PESsampleId) int16 -5 -6 -5 -5 ... 0 -3 -2 -7\n",
+ " PES_W_raw (trainId, PESsampleId) int16 3 1 3 1 3 1 ... 4 2 3 0 3 1\n",
+ " ... ...\n",
+ " PES_NE_raw (trainId, PESsampleId) int16 -4 -5 -1 -5 ... -2 -2 -2 -1\n",
+ " PES_ENE_raw (trainId, PESsampleId) int16 -5 -2 -5 -2 ... -7 0 -4 -1\n",
" bunchPatternTable (trainId, pulse_slot) uint32 2146089 2048 ... 16777216\n",
" XTD10_SA3 (trainId, sa3_pId) float32 1.674e+03 ... 1.465e+03\n",
" spectrum (trainId, newt_x) float64 941.8 960.7 ... 1.319e+03\n",
@@ -554,12 +561,12 @@
" high_capacity: 0\n",
" exposure_s: 0.0004\n",
" gain: 2\n",
- " photoelectrons_per_count: 2.05</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-fd414bf9-f1a6-4703-9482-124ae0ab5672' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fd414bf9-f1a6-4703-9482-124ae0ab5672' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>trainId</span>: 660</li><li><span>newt_y</span>: 53</li><li><span class='xr-has-index'>newt_x</span>: 1500</li><li><span>PESsampleId</span>: 700000</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 43</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-e1d1f390-4e9c-4d9c-85e5-e4b87a9edb83' class='xr-section-summary-in' type='checkbox' checked><label for='section-e1d1f390-4e9c-4d9c-85e5-e4b87a9edb83' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1473952798 ... 1473954118</div><input id='attrs-1b4de921-649c-4306-bd88-aeb2636fb1a2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1b4de921-649c-4306-bd88-aeb2636fb1a2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b9e907f-88dc-4fe5-ad5f-6d3b99ab026e' class='xr-var-data-in' type='checkbox'><label for='data-1b9e907f-88dc-4fe5-ad5f-6d3b99ab026e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1473952798, 1473952800, 1473952802, ..., 1473954114, 1473954116,\n",
- " 1473954118], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1056 1088 1120 ... 2336 2368 2400</div><input id='attrs-c92acbc3-3161-4c7e-91e1-028fe19b9e12' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c92acbc3-3161-4c7e-91e1-028fe19b9e12' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-413f089f-279a-4500-9a48-8963033f6f29' class='xr-var-data-in' type='checkbox'><label for='data-413f089f-279a-4500-9a48-8963033f6f29' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1056, 1088, 1120, 1152, 1184, 1216, 1248, 1280, 1312, 1344, 1376, 1408,\n",
+ " photoelectrons_per_count: 2.05</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-5c25c23a-638a-4d61-8679-07e9bad05d01' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5c25c23a-638a-4d61-8679-07e9bad05d01' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>trainId</span>: 660</li><li><span>newt_y</span>: 53</li><li><span class='xr-has-index'>newt_x</span>: 1500</li><li><span>PESsampleId</span>: 700000</li><li><span>pulse_slot</span>: 2700</li><li><span class='xr-has-index'>sa3_pId</span>: 43</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8c7bb192-4de6-4d39-9e05-db9bdf19c8cb' class='xr-section-summary-in' type='checkbox' checked><label for='section-8c7bb192-4de6-4d39-9e05-db9bdf19c8cb' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>trainId</span></div><div class='xr-var-dims'>(trainId)</div><div class='xr-var-dtype'>uint64</div><div class='xr-var-preview xr-preview'>1473952798 ... 1473954118</div><input id='attrs-44d63e58-96be-47df-bd46-729870bef781' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-44d63e58-96be-47df-bd46-729870bef781' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-956868a6-7982-4dd4-9f15-62de50bce54f' class='xr-var-data-in' type='checkbox'><label for='data-956868a6-7982-4dd4-9f15-62de50bce54f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1473952798, 1473952800, 1473952802, ..., 1473954114, 1473954116,\n",
+ " 1473954118], dtype=uint64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sa3_pId</span></div><div class='xr-var-dims'>(sa3_pId)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1056 1088 1120 ... 2336 2368 2400</div><input id='attrs-2013517d-11c6-4a0f-bacf-fc75be67340f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2013517d-11c6-4a0f-bacf-fc75be67340f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5982e0ca-a510-4eab-8cf1-24f8ed3f5bf7' class='xr-var-data-in' type='checkbox'><label for='data-5982e0ca-a510-4eab-8cf1-24f8ed3f5bf7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1056, 1088, 1120, 1152, 1184, 1216, 1248, 1280, 1312, 1344, 1376, 1408,\n",
" 1440, 1472, 1504, 1536, 1568, 1600, 1632, 1664, 1696, 1728, 1760, 1792,\n",
" 1824, 1856, 1888, 1920, 1952, 1984, 2016, 2048, 2080, 2112, 2144, 2176,\n",
- " 2208, 2240, 2272, 2304, 2336, 2368, 2400])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>newt_x</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>515.9 515.9 515.9 ... 553.7 553.8</div><input id='attrs-eedd9586-b8a1-4b1a-90bc-55ed7a8d6ded' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eedd9586-b8a1-4b1a-90bc-55ed7a8d6ded' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2150d70-3c44-475b-9b95-bab1390eee7b' class='xr-var-data-in' type='checkbox'><label for='data-a2150d70-3c44-475b-9b95-bab1390eee7b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([515.884589, 515.907651, 515.930715, ..., 553.717729, 553.745216,\n",
- " 553.772706])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9a884bb4-5398-41ec-9b92-9f531e262e24' class='xr-section-summary-in' type='checkbox' checked><label for='section-9a884bb4-5398-41ec-9b92-9f531e262e24' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>newton</span></div><div class='xr-var-dims'>(trainId, newt_y, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>943.0 800.0 697.0 ... 805.0 758.0</div><input id='attrs-8457b964-d705-45a0-b43a-54488cbae436' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8457b964-d705-45a0-b43a-54488cbae436' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1030b7a3-64bc-4972-8c8e-3922ad3f8c13' class='xr-var-data-in' type='checkbox'><label for='data-1030b7a3-64bc-4972-8c8e-3922ad3f8c13' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 943., 800., 697., ..., 985., 1057., 1038.],\n",
+ " 2208, 2240, 2272, 2304, 2336, 2368, 2400])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>newt_x</span></div><div class='xr-var-dims'>(newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>515.9 515.9 515.9 ... 553.7 553.8</div><input id='attrs-a1c4d87f-6ac1-4f0d-b02c-daecb9cebd58' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1c4d87f-6ac1-4f0d-b02c-daecb9cebd58' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68dda5fd-bbaf-49b3-a914-8709bc1c122f' class='xr-var-data-in' type='checkbox'><label for='data-68dda5fd-bbaf-49b3-a914-8709bc1c122f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([515.884589, 515.907651, 515.930715, ..., 553.717729, 553.745216,\n",
+ " 553.772706])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5fbdd184-b4c6-4a11-84e9-1cde45f68601' class='xr-section-summary-in' type='checkbox' ><label for='section-5fbdd184-b4c6-4a11-84e9-1cde45f68601' class='xr-section-summary' >Data variables: <span>(21)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>newton</span></div><div class='xr-var-dims'>(trainId, newt_y, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>943.0 800.0 697.0 ... 805.0 758.0</div><input id='attrs-38bd3d1a-cab9-4b8e-94b4-b00810c2b3fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-38bd3d1a-cab9-4b8e-94b4-b00810c2b3fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f7281ec-9692-41e9-90e8-0f1b568813b1' class='xr-var-data-in' type='checkbox'><label for='data-7f7281ec-9692-41e9-90e8-0f1b568813b1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 943., 800., 697., ..., 985., 1057., 1038.],\n",
" [ 842., 921., 957., ..., 1037., 1041., 978.],\n",
" [ 744., 587., 558., ..., 1094., 925., 1030.],\n",
" ...,\n",
@@ -599,20 +606,110 @@
" ...,\n",
" [ 799., 717., 918., ..., 898., 951., 1050.],\n",
" [ 870., 949., 918., ..., 911., 1283., 1080.],\n",
- " [ 894., 627., 652., ..., 1032., 805., 758.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_S_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-2 1 1 2 -1 1 0 ... -2 2 -1 3 -3 1</div><input id='attrs-6687d2f9-7038-4d51-855f-5a4192050329' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6687d2f9-7038-4d51-855f-5a4192050329' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3fcb785d-f744-4a67-9f9b-56245bf972d3' class='xr-var-data-in' type='checkbox'><label for='data-3fcb785d-f744-4a67-9f9b-56245bf972d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-2, 1, 1, ..., 4, -3, -2],\n",
+ " [ 894., 627., 652., ..., 1032., 805., 758.]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_S_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-2 1 1 2 -1 1 0 ... -2 2 -1 3 -3 1</div><input id='attrs-c923b58a-8a04-43df-af4d-df322852e792' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c923b58a-8a04-43df-af4d-df322852e792' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-592aae53-4746-4663-b2c9-6d60457d6efd' class='xr-var-data-in' type='checkbox'><label for='data-592aae53-4746-4663-b2c9-6d60457d6efd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-2, 1, 1, ..., 4, -3, -2],\n",
" [ 1, 0, -1, ..., 3, -2, 0],\n",
" [-1, 6, 0, ..., 1, -4, 1],\n",
" ...,\n",
" [-2, 1, -1, ..., -1, 3, 0],\n",
" [-1, 4, 0, ..., 0, 2, 1],\n",
- " [-2, 1, 0, ..., 3, -3, 1]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2146089 2048 ... 16777216 16777216</div><input id='attrs-4db22c03-4d77-4288-b1e7-e9e7876e4dfa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4db22c03-4d77-4288-b1e7-e9e7876e4dfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-37bf01d9-89b2-4ed9-945a-7a9e89759cb3' class='xr-var-data-in' type='checkbox'><label for='data-37bf01d9-89b2-4ed9-945a-7a9e89759cb3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
+ " [-2, 1, 0, ..., 3, -3, 1]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_SSW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-3 0 -3 -3 -1 0 ... 1 -3 -4 -4 -3</div><input id='attrs-4b9318e0-75df-431d-ba44-63b082d17d05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4b9318e0-75df-431d-ba44-63b082d17d05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb55e6a3-96fc-475e-955a-6326b4a9f825' class='xr-var-data-in' type='checkbox'><label for='data-bb55e6a3-96fc-475e-955a-6326b4a9f825' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-3, 0, -3, ..., -3, -1, -2],\n",
+ " [-1, 1, -1, ..., 1, 1, 1],\n",
+ " [-3, -2, 0, ..., -3, -1, 0],\n",
+ " ...,\n",
+ " [-3, -1, -1, ..., -7, 2, -2],\n",
+ " [ 1, -3, -3, ..., -2, -4, -1],\n",
+ " [-4, -2, -3, ..., -4, -4, -3]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_SW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-5 -8 -7 -4 -7 ... -9 -9 -7 -6 -9</div><input id='attrs-e81e9f33-58cc-4738-b5e0-e5944ed30608' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e81e9f33-58cc-4738-b5e0-e5944ed30608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c9925ddb-fd09-4a0e-852e-d448820fcaad' class='xr-var-data-in' type='checkbox'><label for='data-c9925ddb-fd09-4a0e-852e-d448820fcaad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -5, -8, -7, ..., -7, -8, -5],\n",
+ " [ -5, -6, -9, ..., -8, -5, -9],\n",
+ " [-10, -8, -10, ..., -8, -6, -8],\n",
+ " ...,\n",
+ " [ -7, -6, -7, ..., -9, -8, -9],\n",
+ " [ -8, -6, -8, ..., -7, -9, -9],\n",
+ " [ -8, -7, -8, ..., -7, -6, -9]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_WSW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-5 -6 -5 -5 -5 -8 ... -7 0 -3 -2 -7</div><input id='attrs-d4307e12-0054-4826-8f67-f9a9a0512c73' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d4307e12-0054-4826-8f67-f9a9a0512c73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-14cc428e-3848-43ef-a376-2509dd5610dd' class='xr-var-data-in' type='checkbox'><label for='data-14cc428e-3848-43ef-a376-2509dd5610dd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-5, -6, -5, ..., -4, -5, -6],\n",
+ " [-5, -5, -4, ..., -6, -6, -4],\n",
+ " [-2, -6, -4, ..., -3, -3, -5],\n",
+ " ...,\n",
+ " [-2, -5, -4, ..., -2, -5, -5],\n",
+ " [-2, -4, -5, ..., -4, -4, -3],\n",
+ " [-1, -4, -4, ..., -3, -2, -7]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_W_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>3 1 3 1 3 1 3 2 ... 2 3 4 2 3 0 3 1</div><input id='attrs-56badc9c-94f3-4881-837c-d5f2a7773d66' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-56badc9c-94f3-4881-837c-d5f2a7773d66' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bc35f2d0-23b5-46aa-9bea-4d53b46b0061' class='xr-var-data-in' type='checkbox'><label for='data-bc35f2d0-23b5-46aa-9bea-4d53b46b0061' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3, 1, 3, ..., 1, 3, 3],\n",
+ " [ 3, 5, 1, ..., 4, 4, 3],\n",
+ " [-1, 2, -1, ..., 1, 1, 5],\n",
+ " ...,\n",
+ " [ 3, 3, 2, ..., 3, 2, 3],\n",
+ " [ 2, 4, 3, ..., 1, 1, 0],\n",
+ " [ 2, 3, 2, ..., 0, 3, 1]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_WNW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-6 -3 -5 -6 -5 ... -2 -4 -5 -4 -7</div><input id='attrs-5ae2779a-4fd3-4d32-8cd1-299494cfa506' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5ae2779a-4fd3-4d32-8cd1-299494cfa506' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3daf0a40-8a50-4de7-a01c-064999adc1f2' class='xr-var-data-in' type='checkbox'><label for='data-3daf0a40-8a50-4de7-a01c-064999adc1f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-6, -3, -5, ..., -2, -1, -4],\n",
+ " [-7, -2, -2, ..., -2, -2, -5],\n",
+ " [-5, -4, -1, ..., -5, -3, -5],\n",
+ " ...,\n",
+ " [-1, -7, -6, ..., -6, -5, -7],\n",
+ " [-5, -4, -4, ..., -6, -3, -6],\n",
+ " [-6, -5, -7, ..., -5, -4, -7]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_NW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-9 -11 -11 -13 ... -10 -10 -10 -9</div><input id='attrs-607da0a0-d09d-4b2c-ac82-14ec87becfc9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-607da0a0-d09d-4b2c-ac82-14ec87becfc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6d0c51a-1651-4357-a0f4-ad4ad7a6ce11' class='xr-var-data-in' type='checkbox'><label for='data-d6d0c51a-1651-4357-a0f4-ad4ad7a6ce11' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -9, -11, -11, ..., -11, -7, -11],\n",
+ " [-10, -10, -9, ..., -8, -12, -9],\n",
+ " [-11, -11, -13, ..., -10, -10, -12],\n",
+ " ...,\n",
+ " [ -7, -11, -8, ..., -11, -11, -9],\n",
+ " [-12, -10, -10, ..., -12, -8, -11],\n",
+ " [-11, -10, -8, ..., -10, -10, -9]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_NNW_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-2 -5 -5 -4 -5 ... -5 -7 -7 -6 -7</div><input id='attrs-c69dec9d-70bc-42aa-99fc-0b91982ae181' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c69dec9d-70bc-42aa-99fc-0b91982ae181' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58939b35-465c-4c46-a31d-d41a5f867c45' class='xr-var-data-in' type='checkbox'><label for='data-58939b35-465c-4c46-a31d-d41a5f867c45' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-2, -5, -5, ..., -3, -6, -5],\n",
+ " [-4, -5, -4, ..., -1, -6, -5],\n",
+ " [-4, -5, -6, ..., -3, -6, -7],\n",
+ " ...,\n",
+ " [-4, -7, -3, ..., -7, -5, -7],\n",
+ " [-4, -4, -5, ..., -6, -7, -8],\n",
+ " [-4, -4, -5, ..., -7, -6, -7]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_E_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-7 -1 -6 -4 -5 ... -1 -4 -2 -4 -2</div><input id='attrs-8d4a4770-07a1-47de-9477-f09b0e740c2e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8d4a4770-07a1-47de-9477-f09b0e740c2e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4723261-f956-44b3-8f6c-13b4465b143e' class='xr-var-data-in' type='checkbox'><label for='data-e4723261-f956-44b3-8f6c-13b4465b143e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-7, -1, -6, ..., -6, -8, -4],\n",
+ " [-5, -4, -6, ..., -4, -5, -4],\n",
+ " [-6, -4, -3, ..., -5, -6, -2],\n",
+ " ...,\n",
+ " [-5, -4, -6, ..., -1, -5, -5],\n",
+ " [-3, -3, -7, ..., -6, -8, -6],\n",
+ " [-8, -1, -4, ..., -2, -4, -2]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_ESE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-11 -10 -12 -12 ... -11 -11 -13 -10</div><input id='attrs-6bbb9738-b814-4001-88e8-f6b61d814819' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6bbb9738-b814-4001-88e8-f6b61d814819' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1c714a94-e83b-45a9-9137-c96b4a05e12d' class='xr-var-data-in' type='checkbox'><label for='data-1c714a94-e83b-45a9-9137-c96b4a05e12d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-11, -10, -12, ..., -8, -9, -11],\n",
+ " [ -8, -13, -10, ..., -10, -9, -12],\n",
+ " [ -9, -11, -11, ..., -9, -10, -10],\n",
+ " ...,\n",
+ " [-11, -7, -12, ..., -9, -13, -10],\n",
+ " [ -9, -11, -11, ..., -10, -11, -9],\n",
+ " [-12, -9, -10, ..., -11, -13, -10]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_SE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>0 -7 -4 -3 -3 -4 ... -5 -2 -2 -4 -3</div><input id='attrs-909808f0-cc7d-4d9b-b650-9655154357da' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-909808f0-cc7d-4d9b-b650-9655154357da' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-962407ab-5a91-499e-abda-62f716a7c575' class='xr-var-data-in' type='checkbox'><label for='data-962407ab-5a91-499e-abda-62f716a7c575' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0, -7, -4, ..., -1, -2, -5],\n",
+ " [-4, -3, -4, ..., -3, 0, -4],\n",
+ " [-2, -2, -7, ..., -2, -1, -4],\n",
+ " ...,\n",
+ " [-4, -4, -3, ..., -4, -3, -3],\n",
+ " [-3, -5, -3, ..., -4, -4, -5],\n",
+ " [-4, -3, -6, ..., -2, -4, -3]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_SSE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-13 -13 -15 -12 ... -12 -12 -13 -14</div><input id='attrs-a432445a-c371-4de6-b733-fe1f6c1e600d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a432445a-c371-4de6-b733-fe1f6c1e600d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-29f92f24-7dbf-49fa-b8b3-435173d7e1a6' class='xr-var-data-in' type='checkbox'><label for='data-29f92f24-7dbf-49fa-b8b3-435173d7e1a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-13, -13, -15, ..., -14, -12, -14],\n",
+ " [-14, -15, -13, ..., -13, -9, -15],\n",
+ " [-13, -14, -11, ..., -14, -11, -11],\n",
+ " ...,\n",
+ " [-13, -14, -13, ..., -13, -12, -14],\n",
+ " [-13, -14, -11, ..., -11, -13, -14],\n",
+ " [-16, -13, -15, ..., -12, -13, -14]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_N_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-10 -12 -10 -9 -8 ... -8 -8 -8 -10</div><input id='attrs-a715828f-1f78-430b-add5-f509446a1813' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a715828f-1f78-430b-add5-f509446a1813' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-73a7b7c2-cbfd-4521-add4-b991d51953ad' class='xr-var-data-in' type='checkbox'><label for='data-73a7b7c2-cbfd-4521-add4-b991d51953ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-10, -12, -10, ..., -10, -10, -11],\n",
+ " [ -8, -11, -9, ..., -9, -7, -10],\n",
+ " [-11, -8, -11, ..., -12, -11, -12],\n",
+ " ...,\n",
+ " [ -8, -10, -10, ..., -7, -9, -12],\n",
+ " [-11, -9, -8, ..., -11, -10, -9],\n",
+ " [ -8, -9, -10, ..., -8, -8, -10]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_NNE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-6 -8 -7 -9 -9 ... -9 -7 -8 -10 -9</div><input id='attrs-f1972a0e-05f9-4144-b637-bee2f304c5cc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1972a0e-05f9-4144-b637-bee2f304c5cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1b9f190-7131-4308-a5f7-dc0b4704e7df' class='xr-var-data-in' type='checkbox'><label for='data-d1b9f190-7131-4308-a5f7-dc0b4704e7df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -6, -8, -7, ..., -9, -5, -10],\n",
+ " [ -5, -7, -9, ..., -9, -6, -10],\n",
+ " [-10, -8, -9, ..., -8, -8, -10],\n",
+ " ...,\n",
+ " [ -7, -8, -10, ..., -8, -7, -10],\n",
+ " [ -5, -7, -5, ..., -8, -9, -11],\n",
+ " [ -7, -7, -7, ..., -8, -10, -9]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_NE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-4 -5 -1 -5 -2 ... -5 -2 -2 -2 -1</div><input id='attrs-493315df-dfff-4f85-9edb-edca2ce3ec44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-493315df-dfff-4f85-9edb-edca2ce3ec44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-673dc8a1-009b-4458-8a8e-743dbccf9d20' class='xr-var-data-in' type='checkbox'><label for='data-673dc8a1-009b-4458-8a8e-743dbccf9d20' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-4, -5, -1, ..., -5, 0, -5],\n",
+ " [-3, -4, -4, ..., -5, -1, -1],\n",
+ " [-2, -1, -1, ..., -3, -2, -5],\n",
+ " ...,\n",
+ " [-4, -3, -3, ..., -3, -1, -4],\n",
+ " [ 0, -3, -3, ..., 1, -2, -5],\n",
+ " [-1, -5, -6, ..., -2, -2, -1]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PES_ENE_raw</span></div><div class='xr-var-dims'>(trainId, PESsampleId)</div><div class='xr-var-dtype'>int16</div><div class='xr-var-preview xr-preview'>-5 -2 -5 -2 -5 -1 ... -3 -7 0 -4 -1</div><input id='attrs-05020386-2993-4cfb-b615-bed6052bc600' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05020386-2993-4cfb-b615-bed6052bc600' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c608bc72-5f42-470e-a290-b2521b7efc27' class='xr-var-data-in' type='checkbox'><label for='data-c608bc72-5f42-470e-a290-b2521b7efc27' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[-5, -2, -5, ..., -4, -6, -1],\n",
+ " [-4, 2, -4, ..., -2, -6, -2],\n",
+ " [-2, 0, -5, ..., -1, -2, -3],\n",
+ " ...,\n",
+ " [-1, -4, -3, ..., 2, -4, -1],\n",
+ " [-9, -2, -5, ..., -2, -2, -3],\n",
+ " [-5, 0, 0, ..., 0, -4, -1]], dtype=int16)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>bunchPatternTable</span></div><div class='xr-var-dims'>(trainId, pulse_slot)</div><div class='xr-var-dtype'>uint32</div><div class='xr-var-preview xr-preview'>2146089 2048 ... 16777216 16777216</div><input id='attrs-a62a3040-56f4-4b0e-9330-026309882ce5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a62a3040-56f4-4b0e-9330-026309882ce5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-048aad8c-b895-40ce-ae86-50e70e4d7da9' class='xr-var-data-in' type='checkbox'><label for='data-048aad8c-b895-40ce-ae86-50e70e4d7da9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
" [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
" [ 2211625, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
" ...,\n",
" [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
" [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216],\n",
" [ 2146089, 2048, 2099241, ..., 16777216, 16777216, 16777216]],\n",
- " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTD10_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.674e+03 1.781e+03 ... 1.465e+03</div><input id='attrs-9f098230-2651-4ea6-b80e-1c462eeb6400' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f098230-2651-4ea6-b80e-1c462eeb6400' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a216fc85-9c40-4153-92ec-485e03862001' class='xr-var-data-in' type='checkbox'><label for='data-a216fc85-9c40-4153-92ec-485e03862001' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[1673.9749, 1780.605 , 1452.1677, ..., 1836.0759, 1695.688 ,\n",
+ " dtype=uint32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>XTD10_SA3</span></div><div class='xr-var-dims'>(trainId, sa3_pId)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>1.674e+03 1.781e+03 ... 1.465e+03</div><input id='attrs-6ebe0c60-1349-48e9-be94-e828558f3453' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ebe0c60-1349-48e9-be94-e828558f3453' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7e7f684-e844-4f5e-adc7-162202f80191' class='xr-var-data-in' type='checkbox'><label for='data-a7e7f684-e844-4f5e-adc7-162202f80191' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[1673.9749, 1780.605 , 1452.1677, ..., 1836.0759, 1695.688 ,\n",
" 1458.0745],\n",
" [2012.4326, 1767.7134, 1716.7632, ..., 1651.4255, 1813.9778,\n",
" 1431.3564],\n",
@@ -624,7 +721,7 @@
" [2101.6008, 1569.2412, 1855.7173, ..., 1483.9696, 1664.9822,\n",
" 1348.7126],\n",
" [1564.1768, 1731.567 , 1535.6467, ..., 1721.9434, 1681.0325,\n",
- " 1465.4915]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>941.8 960.7 ... 1.302e+03 1.319e+03</div><input id='attrs-251bd6e7-46e5-4ecf-b133-cfdf591daf4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-251bd6e7-46e5-4ecf-b133-cfdf591daf4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7971d60c-80fc-4061-92d5-9629bf06c08d' class='xr-var-data-in' type='checkbox'><label for='data-7971d60c-80fc-4061-92d5-9629bf06c08d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 941.7556739 , 960.7466906 , 985.17017035, ..., 1429.04684533,\n",
+ " 1465.4915]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>941.8 960.7 ... 1.302e+03 1.319e+03</div><input id='attrs-48baa7bb-053f-4b03-b3ae-9436b60a23e0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48baa7bb-053f-4b03-b3ae-9436b60a23e0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6497bc4-e3ab-46cf-8192-e82d08659f44' class='xr-var-data-in' type='checkbox'><label for='data-b6497bc4-e3ab-46cf-8192-e82d08659f44' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 941.7556739 , 960.7466906 , 985.17017035, ..., 1429.04684533,\n",
" 1345.94695049, 1329.10718964],\n",
" [1078.21605126, 1053.65423777, 1074.17111375, ..., 1328.01665665,\n",
" 1424.27242218, 1363.57039719],\n",
@@ -636,7 +733,7 @@
" [1083.24435314, 1097.98065287, 1044.15601941, ..., 1231.7053359 ,\n",
" 1391.47242218, 1360.74681228],\n",
" [1022.09246635, 1066.147634 , 1049.91922696, ..., 1362.59590193,\n",
- " 1302.00732785, 1319.01190662]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum_nobl</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-25.84 -7.057 17.15 ... -41.9 -25.1</div><input id='attrs-64ed0922-3f72-4788-a79a-233531435e95' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-64ed0922-3f72-4788-a79a-233531435e95' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b632a8a8-d6ed-41ef-add6-95044c150956' class='xr-var-data-in' type='checkbox'><label for='data-b632a8a8-d6ed-41ef-add6-95044c150956' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -25.83624416, -7.0570592 , 17.15456166, ..., 113.93823559,\n",
+ " 1302.00732785, 1319.01190662]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>spectrum_nobl</span></div><div class='xr-var-dims'>(trainId, newt_x)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-25.84 -7.057 17.15 ... -41.9 -25.1</div><input id='attrs-dc5974f5-52db-46c1-97f6-88458417fb16' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dc5974f5-52db-46c1-97f6-88458417fb16' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46a92e7e-8342-4a63-bf31-e73134d55547' class='xr-var-data-in' type='checkbox'><label for='data-46a92e7e-8342-4a63-bf31-e73134d55547' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ -25.83624416, -7.0570592 , 17.15456166, ..., 113.93823559,\n",
" 30.58586118, 13.49359361],\n",
" [ 132.95311623, 108.13436457, 128.39426944, ..., -38.76150904,\n",
" 57.18801513, -3.82028416],\n",
@@ -648,16 +745,16 @@
" [ 80.40705362, 94.91392577, 40.85983533, ..., -147.51518149,\n",
" 11.97845297, -19.02063816],\n",
" [ -34.8527069 , 9.02766964, -7.37555092, ..., 18.90036362,\n",
- " -41.89654178, -25.10031672]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a2ef37bc-70b0-4dd0-9e8a-f29718e83d0f' class='xr-section-summary-in' type='checkbox' ><label for='section-a2ef37bc-70b0-4dd0-9e8a-f29718e83d0f' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>trainId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ba3f0e5c-908c-4771-9ddd-5b0f4e19029d' class='xr-index-data-in' type='checkbox'/><label for='index-ba3f0e5c-908c-4771-9ddd-5b0f4e19029d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1473952798, 1473952800, 1473952802, 1473952804, 1473952806, 1473952808,\n",
+ " -41.89654178, -25.10031672]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d49f9f59-de72-4395-b51c-20ba00881c51' class='xr-section-summary-in' type='checkbox' ><label for='section-d49f9f59-de72-4395-b51c-20ba00881c51' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>trainId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b4d1f00c-1a1b-4d7e-940f-e13ba4c79909' class='xr-index-data-in' type='checkbox'/><label for='index-b4d1f00c-1a1b-4d7e-940f-e13ba4c79909' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1473952798, 1473952800, 1473952802, 1473952804, 1473952806, 1473952808,\n",
" 1473952810, 1473952812, 1473952814, 1473952816,\n",
" ...\n",
" 1473954100, 1473954102, 1473954104, 1473954106, 1473954108, 1473954110,\n",
" 1473954112, 1473954114, 1473954116, 1473954118],\n",
- " dtype='uint64', name='trainId', length=660))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>sa3_pId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-94832636-3d5a-4603-ac77-823aa8880850' class='xr-index-data-in' type='checkbox'/><label for='index-94832636-3d5a-4603-ac77-823aa8880850' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1056, 1088, 1120, 1152, 1184, 1216, 1248, 1280, 1312, 1344, 1376, 1408,\n",
+ " dtype='uint64', name='trainId', length=660))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>sa3_pId</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d1499bd9-c822-43c5-ad5d-2e37d90a46ae' class='xr-index-data-in' type='checkbox'/><label for='index-d1499bd9-c822-43c5-ad5d-2e37d90a46ae' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1056, 1088, 1120, 1152, 1184, 1216, 1248, 1280, 1312, 1344, 1376, 1408,\n",
" 1440, 1472, 1504, 1536, 1568, 1600, 1632, 1664, 1696, 1728, 1760, 1792,\n",
" 1824, 1856, 1888, 1920, 1952, 1984, 2016, 2048, 2080, 2112, 2144, 2176,\n",
" 2208, 2240, 2272, 2304, 2336, 2368, 2400],\n",
- " dtype='int64', name='sa3_pId'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>newt_x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-139691c8-7ea6-484d-9e69-9f8228575d00' class='xr-index-data-in' type='checkbox'/><label for='index-139691c8-7ea6-484d-9e69-9f8228575d00' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 515.884589, 515.9076505108267, 515.9307149777067,\n",
+ " dtype='int64', name='sa3_pId'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>newt_x</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5111143b-1c38-4e7a-90b1-d7acf156d259' class='xr-index-data-in' type='checkbox'/><label for='index-5111143b-1c38-4e7a-90b1-d7acf156d259' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 515.884589, 515.9076505108267, 515.9307149777067,\n",
" 515.9537824006401, 515.9768527796267, 515.9999261146668,\n",
" 516.0230024057602, 516.0460816529069, 516.0691638561069,\n",
" 516.0922490153603,\n",
@@ -666,7 +763,7 @@
" 553.6078118411368, 553.6352867396001, 553.6627645941168,\n",
" 553.6902454046867, 553.71772917131, 553.7452158939867,\n",
" 553.7727055727166],\n",
- " dtype='float64', name='newt_x', length=1500))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-61ad767c-b93f-436b-a3b4-625a410aa189' class='xr-section-summary-in' type='checkbox' ><label for='section-61ad767c-b93f-436b-a3b4-625a410aa189' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002953/raw/r0322</dd><dt><span>vbin: :</span></dt><dd>4</dd><dt><span>hbin :</span></dt><dd>1</dd><dt><span>startX :</span></dt><dd>1</dd><dt><span>endX :</span></dt><dd>2048</dd><dt><span>startY :</span></dt><dd>1</dd><dt><span>endY :</span></dt><dd>512</dd><dt><span>temperature :</span></dt><dd>-50.04199981689453</dd><dt><span>high_capacity :</span></dt><dd>0</dd><dt><span>exposure_s :</span></dt><dd>0.0004</dd><dt><span>gain :</span></dt><dd>2</dd><dt><span>photoelectrons_per_count :</span></dt><dd>2.05</dd></dl></div></li></ul></div></div>"
+ " dtype='float64', name='newt_x', length=1500))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-027fcb0a-bc9c-4f33-9fe9-411021548132' class='xr-section-summary-in' type='checkbox' ><label for='section-027fcb0a-bc9c-4f33-9fe9-411021548132' class='xr-section-summary' >Attributes: <span>(12)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>runFolder :</span></dt><dd>/gpfs/exfel/exp/SCS/202202/p002953/raw/r0322</dd><dt><span>vbin: :</span></dt><dd>4</dd><dt><span>hbin :</span></dt><dd>1</dd><dt><span>startX :</span></dt><dd>1</dd><dt><span>endX :</span></dt><dd>2048</dd><dt><span>startY :</span></dt><dd>1</dd><dt><span>endY :</span></dt><dd>512</dd><dt><span>temperature :</span></dt><dd>-50.04199981689453</dd><dt><span>high_capacity :</span></dt><dd>0</dd><dt><span>exposure_s :</span></dt><dd>0.0004</dd><dt><span>gain :</span></dt><dd>2</dd><dt><span>photoelectrons_per_count :</span></dt><dd>2.05</dd></dl></div></li></ul></div></div>"
],
"text/plain": [
"<xarray.Dataset>\n",
@@ -677,9 +774,16 @@
" * sa3_pId (sa3_pId) int64 1056 1088 1120 1152 ... 2336 2368 2400\n",
" * newt_x (newt_x) float64 515.9 515.9 515.9 ... 553.7 553.7 553.8\n",
"Dimensions without coordinates: newt_y, PESsampleId, pulse_slot\n",
- "Data variables:\n",
+ "Data variables: (12/21)\n",
" newton (trainId, newt_y, newt_x) float64 943.0 800.0 ... 758.0\n",
" PES_S_raw (trainId, PESsampleId) int16 -2 1 1 2 -1 ... 2 -1 3 -3 1\n",
+ " PES_SSW_raw (trainId, PESsampleId) int16 -3 0 -3 -3 ... -3 -4 -4 -3\n",
+ " PES_SW_raw (trainId, PESsampleId) int16 -5 -8 -7 -4 ... -9 -7 -6 -9\n",
+ " PES_WSW_raw (trainId, PESsampleId) int16 -5 -6 -5 -5 ... 0 -3 -2 -7\n",
+ " PES_W_raw (trainId, PESsampleId) int16 3 1 3 1 3 1 ... 4 2 3 0 3 1\n",
+ " ... ...\n",
+ " PES_NE_raw (trainId, PESsampleId) int16 -4 -5 -1 -5 ... -2 -2 -2 -1\n",
+ " PES_ENE_raw (trainId, PESsampleId) int16 -5 -2 -5 -2 ... -7 0 -4 -1\n",
" bunchPatternTable (trainId, pulse_slot) uint32 2146089 2048 ... 16777216\n",
" XTD10_SA3 (trainId, sa3_pId) float32 1.674e+03 ... 1.465e+03\n",
" spectrum (trainId, newt_x) float64 941.8 960.7 ... 1.319e+03\n",
@@ -699,13 +803,13 @@
" photoelectrons_per_count: 2.05"
]
},
- "execution_count": 4,
+ "execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
- "data_train = v.from_run(refNB) # load refNB. The `newton` variable contains the CCD images.\n",
+ "data_train = v.from_run(runTrain) # load refNB. The `newton` variable contains the CCD images.\n",
"v.integrate(data_train) # integrate over the non-dispersive dimension \n",
"v.removePolyBaseline(data_train) # remove baseline\n",
"data_train"
@@ -713,7 +817,7 @@
},
{
"cell_type": "code",
- "execution_count": 31,
+ "execution_count": 7,
"id": "294b5f3a-1d59-444e-80ab-4834d26d62dc",
"metadata": {},
"outputs": [],
@@ -726,7 +830,7 @@
},
{
"cell_type": "code",
- "execution_count": 33,
+ "execution_count": 8,
"id": "b477bf49-f5ca-4df0-b6ed-a270ee35cd28",
"metadata": {},
"outputs": [],
@@ -736,7 +840,7 @@
},
{
"cell_type": "code",
- "execution_count": 14,
+ "execution_count": 9,
"id": "8f154e38-d208-477e-9d9c-ef2a632514c8",
"metadata": {},
"outputs": [],
@@ -746,7 +850,7 @@
},
{
"cell_type": "code",
- "execution_count": 17,
+ "execution_count": 10,
"id": "0c5ff2a0-0737-417d-9f57-158d4fbd8090",
"metadata": {},
"outputs": [],
@@ -774,17 +878,17 @@
},
{
"cell_type": "code",
- "execution_count": 35,
+ "execution_count": 11,
"id": "63b35dac-ad50-4124-b6f8-e1ceea667b4d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "[<matplotlib.lines.Line2D at 0x2ad645bdbb50>]"
+ "[<matplotlib.lines.Line2D at 0x2b563aa392d0>]"
]
},
- "execution_count": 35,
+ "execution_count": 11,
"metadata": {},
"output_type": "execute_result"
},
@@ -807,17 +911,17 @@
},
{
"cell_type": "code",
- "execution_count": 45,
+ "execution_count": 12,
"id": "d0b70fef-5e27-4cb1-90e7-2653989cf48a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "[<matplotlib.lines.Line2D at 0x2ad645f58e80>]"
+ "[<matplotlib.lines.Line2D at 0x2b563ab51330>]"
]
},
- "execution_count": 45,
+ "execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
@@ -848,7 +952,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 13,
"id": "5690cf09-4fed-497d-a09d-0f3cdceea04d",
"metadata": {},
"outputs": [],
@@ -858,7 +962,7 @@
},
{
"cell_type": "code",
- "execution_count": 47,
+ "execution_count": 14,
"id": "cb86aa32-dc1d-4684-bd62-25aa77a97245",
"metadata": {},
"outputs": [
@@ -869,16 +973,16 @@
"Checking data quality in high-resolution data.\n",
"Finding region-of-interest\n",
"Excluding outliers\n",
- "Selected 15001 of 16668 samples.\n",
+ "Selected 585 of 650 samples.\n",
"Fitting PCA on low-resolution data.\n",
- "Using 600 comp. for PES PCA.\n",
+ "Using 585 comp. for PES PCA.\n",
"Fitting PCA on high-resolution data.\n",
"Using 20 comp. for grating spec. PCA.\n",
"Fitting outlier detection\n",
"Fitting model.\n",
"Calculate PCA unc. on high-resolution data.\n",
"Calculate transfer function\n",
- "Resolution = 0.78 eV, S/R = 3.83\n",
+ "Resolution = 0.21 eV, S/R = 31.65\n",
"Calculate PCA on channel_1_A\n",
"Calculate PCA on channel_1_B\n",
"Calculate PCA on channel_1_C\n",
@@ -891,34 +995,38 @@
"Calculate PCA on channel_3_B\n",
"Calculate PCA on channel_3_C\n",
"Calculate PCA on channel_3_D\n",
+ "Calculate PCA on channel_4_A\n",
+ "Calculate PCA on channel_4_B\n",
+ "Calculate PCA on channel_4_C\n",
+ "Calculate PCA on channel_4_D\n",
"End of fit.\n"
]
},
{
"data": {
"text/plain": [
- "array([[[ 45.25033909, -1.52076639, -26.40138086, ..., 41.11148219,\n",
- " -28.81773406, -4.55958428]],\n",
+ "array([[[ 941.7556739 , 960.7466906 , 985.17017035, ...,\n",
+ " 1429.04684533, 1345.94695049, 1329.10718964]],\n",
"\n",
- " [[ 84.63051252, 58.4918049 , 34.38415664, ..., -68.71856042,\n",
- " -10.15857886, 18.19808707]],\n",
+ " [[1078.21605126, 1053.65423777, 1074.17111375, ...,\n",
+ " 1328.01665665, 1424.27242218, 1363.57039719]],\n",
"\n",
- " [[ 42.7415937 , 62.99841607, 25.56760753, ..., 37.3064036 ,\n",
- " -14.95242637, -55.78951224]],\n",
+ " [[ 935.14152295, 949.06555853, 981.37960431, ...,\n",
+ " 1409.16571326, 1329.469592 , 1194.42605757]],\n",
"\n",
" ...,\n",
"\n",
- " [[ 16.59243397, 20.11136385, 34.66138075, ..., -28.25942387,\n",
- " -33.72842352, -30.10383616]],\n",
+ " [[1045.26133427, 1036.86744532, 1038.0833779 , ...,\n",
+ " 1217.20061892, 1229.75449766, 1324.46568021]],\n",
"\n",
- " [[ 14.56659321, 57.7321962 , 53.2570205 , ..., -37.47129771,\n",
- " -44.67869095, 9.89501214]],\n",
+ " [[ 963.99623994, 917.30989815, 951.01639677, ...,\n",
+ " 1184.09118495, 1213.19978068, 1246.6430387 ]],\n",
"\n",
- " [[ 24.36188951, 66.45856414, 16.32071628, ..., 1.01045004,\n",
- " -56.16842253, -25.37869259]]])"
+ " [[ 971.19057956, 997.87876607, 1054.56073639, ...,\n",
+ " 1326.4308076 , 1305.95261086, 1344.42417077]]])"
]
},
- "execution_count": 47,
+ "execution_count": 14,
"metadata": {},
"output_type": "execute_result"
}
@@ -946,17 +1054,17 @@
},
{
"cell_type": "code",
- "execution_count": 48,
+ "execution_count": 15,
"id": "a084b920-0006-4859-80f9-ff81f3c1f6b0",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "0.7772695469856838"
+ "0.20807378189472026"
]
},
- "execution_count": 48,
+ "execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
@@ -975,7 +1083,7 @@
},
{
"cell_type": "code",
- "execution_count": 49,
+ "execution_count": 16,
"id": "f752a9e0-8484-4381-8bb5-5eb27bd82670",
"metadata": {},
"outputs": [
@@ -985,13 +1093,13 @@
"Text(0, 0.5, 'Intensity [a.u.]')"
]
},
- "execution_count": 49,
+ "execution_count": 16,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 1 Axes>"
]
@@ -1019,7 +1127,7 @@
},
{
"cell_type": "code",
- "execution_count": 50,
+ "execution_count": 17,
"id": "4e612338-401e-4fd5-bef7-a6579af0d3d3",
"metadata": {},
"outputs": [],
@@ -1037,7 +1145,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 18,
"id": "dc56d30b-7db8-49ce-82ed-d01d8b6670d8",
"metadata": {},
"outputs": [],
@@ -1049,7 +1157,7 @@
},
{
"cell_type": "code",
- "execution_count": 52,
+ "execution_count": 19,
"id": "0d8054bb-8ad6-4ee4-8d0c-8ac4ee990179",
"metadata": {},
"outputs": [],
@@ -1059,7 +1167,7 @@
},
{
"cell_type": "code",
- "execution_count": 53,
+ "execution_count": 20,
"id": "e087883a-43e3-4e19-9041-6740704d7df7",
"metadata": {},
"outputs": [],
@@ -1077,7 +1185,7 @@
},
{
"cell_type": "code",
- "execution_count": 58,
+ "execution_count": 21,
"id": "a5bd5573-afc9-45b3-9f25-7c713e08dfa9",
"metadata": {},
"outputs": [],
@@ -1095,7 +1203,7 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": 22,
"id": "44e5df6a-dfc9-47ab-9f37-03fdd0687698",
"metadata": {},
"outputs": [],
@@ -1149,13 +1257,13 @@
},
{
"cell_type": "code",
- "execution_count": 60,
+ "execution_count": 23,
"id": "c8ffc289-c10a-48bb-b1e0-1ebeb61880dd",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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FRERERERERERENnQKeEVERERERERERETGKQW8ZbL//vvz//7f/0vbdsUVVzBr1ix+9atfAXDGGWdwxx13ZBz7xS9+kcWLF4/IeYqIiIiIjCe56uyvfvWr3H333SNaaw8MDLDffvsRj8eH5fmG4rrrruNrX/vasDxXQ0NDxrbOzk5+//vfl/Q8+X5HiUSCb3zjG+y4447stNNOzJ07l2XLlq3XeRfrwgsv5NJLL827z8KFC7nvvvtS9/1/U6Vau3YthxxyyJCOFRERKYUC3jI5+eSTueWWW9K23XLLLVx//fVccMEFeY/985//zPbbb1/O0xMRERERGZdy1dknn3wyRx555IjW2n/961859thjCQQCw/J8Y9FQAt58v6Nbb72VFStWsGjRIl555RX++c9/0tLSkvf5RjJAHxzwFvM3lcvkyZPZZJNNePLJJ4fr9ERERLJSwFsmxx13HPfeey/hcBiA5cuXs2LFCpYsWZL1E/Yf/ehHnHHGGSQSCfbff38WLFgAOJ+i/+AHP2DnnXdm3rx5rF69GoClS5cyb9485s6dy49//OOsn7aLiIiIiGxoctXZe++9d85u1nLV2jfddBNHHXVU6v4ll1zCTjvtxM4775wKBRcuXMi8efOYPXs2xxxzDB0dHYDT5frd736X3XffnW233ZYnnngCgI9//OO89tprqefcf//9eeGFF2hvb+foo49m9uzZzJs3j0WLFqWdS1dXFzNnziSRSADQ39/PZpttRjQaZenSpRxyyCHsuuuu7LPPPrzxxhsALFu2jD322IO5c+fyox/9KOv3eMEFF7B06VLmzJnDeeedh7WW8847L9WBe+utt5b0O1q5ciWbbLIJFRXOW9EZM2bQ2tqa8RwzZ87kpz/9KXvvvTe33347//nPf9hjjz3YZZddOP744+nt7U2d3/bbb8/s2bM599xzAXj33Xc56KCDmD17NgcddBDvvfdexvP7/w7a2tqYOXMmkUiEH//4x9x6663MmTOHW2+9Ne1vKtfznnHGGXzjG99gzz33ZNasWWmd40cffTQ33XRT1p+tiIjIcNkoAl5jyveVy8SJE9l999154IEHAOcT6xNPPBGT5aDzzz+fNWvWcO2116YKnaS+vj7mzZvHyy+/zL777ss111wDwDnnnMM555zD888/z/Tp04fvhyUiIiIiUqSxXmdD+WrtSCTCO++8w8yZMwG4//77ueuuu3j22Wd5+eWXOf/88wE47bTT+PWvf82iRYvYaaeduOiii1LPEYvFeO6557jiiitS20866SRuu+02AFauXMmKFSvYdddd+clPfsLHPvYxFi1axC9+8QtOO+20tPNpbm5m55135rHHHgPgnnvu4eCDDyYYDHLWWWdx1VVX8cILL3DppZfy1a9+NfV9nn322Tz//PNMmzYt6/f5q1/9iq222oqFCxfyv//7v/zjH/9g4cKFvPzyy/z3v//lvPPOY+XKlUX/jk444QTuuece5syZw3e+8x1eeumlrK8LUFNTw/z58/nEJz7Bz3/+c/773//y4osvsttuu3HZZZfR3t7OP//5T1577TUWLVrED3/4QwC+9rWvcdppp7Fo0SJOOeUUvvGNb+R8Db+qqip++tOfcuKJJ7Jw4UJOPPHEtMfzPe/KlSuZP38+9957b1rH72677ZYK70VERMplowh4R4v/0qTkJUmD/exnP6Ozs5M//vGPWYvSqqoqDj/8cAB23XVXli9fDsDTTz/N8ccfD8BnP/vZMn0HIiIiIiJjTzF1NpS31m5ra0sbLfDf//6XM888k7q6OgAmTJhAV1cXnZ2d7LfffgCcfvrpPP7446ljjj322IzXPuGEE7j99tsBuO2221LnMX/+fE499VQADjzwQNatW0dXV1faOZ144ompjtpkqNrb28tTTz3F8ccfz5w5c/jyl7+cCmSffPLJ1M8u+dyFzJ8/n5NPPplAIMDUqVPZb7/9eP755zP2y/U7mjFjBm+++Sa//OUvqaio4KCDDuKhhx7K+lrJgPWZZ55h8eLF7LXXXsyZM4frr7+ed999l6amJmpqavjiF7/IP/7xj9TP/umnn0793k499VTmz59f1PdWSL7nPfroo6moqGD77bdPdYIDTJkyhRUrVgzL64uIiOSigLeMjj76aB566CFefPFFBgYG2GWXXTL2mTt3buqSq2yCwWCqGA0EAsRisbKes4iIiIjIWFdMnQ3lrbVra2sJhUKp+9banF3EuVRXV2e89qabbsrEiRNZtGgRt956KyeddFLq+Qcb/HpHHnkk999/P+3t7bzwwgsceOCBJBIJWlpaWLhwYerr9ddfz/kchWQ7j2zy/Y6qq6v59Kc/zf/+7//y/e9/n7vuuivrc9TX16de85Of/GTq/BcvXsxf/vIXKisree655/jMZz7DXXfdlXNBs2zfY2VlZWqchf/3WAr/8yZ/l8nzTQqFQtTW1g7p+UVERIq1UQS81pbvK5+Ghgb2339/Pv/5z+fsKjjkkEO44IILOOyww+jp6Sn6e5o3bx533nknQMYCBiIiIiIiI2Es19lQ3lq7tbWVeDyeCgc/9alP8de//pX+/n4A2tvbaW5uprW1NXWJ/o033pjq5s3npJNO4pJLLqGrq4uddtoJgH333Tc1y/XRRx9l0qRJNDU1pR3X0NDA7rvvzjnnnMPhhx9OIBCgqamJLbfcMtUVbK3l5ZdfBmCvvfZKfX+55sQ2Njam/ez23Xdfbr31VuLxOGvXruXxxx9n9913zzgu1+/oxRdfTHW0JhIJFi1axBZbbJH35zFv3jyefPJJlixZAjjzhd966y16e3vp6uri0EMP5YorrmDhwoUA7Lnnnmnf1957753xnDNnzuSFF14ASJuZO/j79SvmeQd766232HHHHQvuJyIisj42ioB3NJ188sm8/PLLqU/eszn++OP50pe+xJFHHsnAwEBRz3vFFVdw2WWXsfvuu7Ny5Uqam5uH65RFRERERMa8YupsKG+t/alPfSp1mf4hhxzCkUceyW677cacOXO49NJLAbj++us577zzmD17NgsXLuTHP/5xwdc/7rjjuOWWWzjhhBNS2y688EIWLFjA7NmzueCCC7j++uuzHnviiSfyt7/9LW1+7E033cRf/vIXdt55Z3bYYQf+9a9/AXDllVfyu9/9jrlz52aMe0iaOHEie+21FzvuuCPnnXcexxxzDLNnz2bnnXfmwAMP5JJLLsk5vzfb72jNmjUcccQR7LjjjsyePZvKysqsC+P5TZ48meuuu46TTz45tcjcG2+8QU9PD4cffjizZ89mv/324/LLLwfgt7/9Lddeey2zZ8/mxhtv5Morr8x4znPPPZerr76aPffck7a2ttT2Aw44gMWLF6cWWfMr5nkHe+SRRzjssMMK7iciIrI+TLGX2Iw3u+22m02uiroh6u/vp7a2FmMMt9xyCzfffHOqUBMREREZJaVd6y3j0oZeZ0PxtfZLL73EZZddxo033jgKZynjwb777su//vUvWltbR/tURERk/MtZa1eO5FnI8HnhhRf42te+hrWWlpYW/vrXv472KYmIiIiIbBCKrbU/9rGPccABBxCPxwkEAiN8ljLWrV27lm9/+9sKd0VEpOzUwSsiIiIiw0UdvBsB1dkiIiIioyJnra0ZvCIiIiIiIiIiIiLjlAJeERERERERERERkXFKAa+IiIiIiIiIiIjIOKWAV0RERERERERERGScUsBbRoFAgDlz5rDjjjty/PHH09/fP+TnOuOMM7jjjjsA+OIXv8jixYtz7vvoo4/y1FNPpe7/4Q9/4IYbbhjya4uk2Mhon4GIiIiI6mzZ8KjOFhGR9aCAt4xqa2tZuHAhr776KlVVVfzhD39Iezwejw/pef/85z+z/fbb53x8cOH5la98hdNOO21IryWSEn0P+h4a7bMQERERUZ0tG57uWyERGu2zEBGRcUoB7wjZZ599WLJkCY8++igHHHAAn/3sZ9lpp52Ix+Ocd955zJ07l9mzZ/PHP/4RAGstX/va19h+++057LDDWLNmTeq59t9/fxYsWADAAw88wC677MLOO+/MQQcdxPLly/nDH/7A5Zdfzpw5c3jiiSe48MILufTSSwFYuHAh8+bNY/bs2RxzzDF0dHSknvO73/0uu+++O9tuuy1PPPHECP+EZMwLvwax90f7LERERETSqM6WcS/RC5GlEFsx2mciIiLj1MYT8F54IRhT3NdZZ2Uef9ZZ6ftceGHRLx2Lxbj//vvZaaedAHjuuee4+OKLWbx4MX/5y19obm7m+eef5/nnn+eaa65h2bJl/POf/+TNN9/klVde4ZprrknrFEhau3YtX/rSl7jzzjt5+eWXuf3225k5cyZf+cpX+Na3vsXChQvZZ5990o457bTT+PWvf82iRYvYaaeduOiii9LO87nnnuOKK65I2y4CQKILYqvBDq0jRkRERDZQqrMB1dmyHuJdzr8KeEVEZIgqR/sENmQDAwPMmTMHcDoLvvCFL/DUU0+x++67s+WWWwLwn//8h0WLFqXmfnV1dfH222/z+OOPc/LJJxMIBJg+fToHHnhgxvM/88wz7LvvvqnnmjBhQt7z6erqorOzk/322w+A008/neOPPz71+LHHHgvArrvuyvLly9fre5cNULzTCXdjqyC46WifjYiIiGzEVGfLBiXR6fyrgFdERIZIAW8ZJWeDDVZfX5+6ba3lqquu4uCDD07b57777sMYk/f5rbUF9ylFdXU14CxaEYvFhu15ZQOR6OR//29PHni8ia+fA0cfPdonJCIiIhsr1dmyQYl3uv+2jeppiIjI+LVxjWiwtrivP/0p8/g//Sl9nxIuHcvn4IMP5uqrryYajQLw1ltv0dfXx7777sstt9xCPB5n5cqVPPLIIxnH7rHHHjz22GMsW7YMgPb2dgAaGxvp6enJ2L+5uZnW1tbU3K8bb7wx1WUgklcixDvv1HL+Tz/Fw482cswx4DbDiIiIyMZOdbbqbFk/CXdEQ6JvdM9DRETGLXXwjrIvfvGLLF++nF122QVrLZMnT+auu+7imGOO4eGHH2annXZi2223zVogTp48mT/96U8ce+yxJBIJpkyZwoMPPsgRRxzBcccdx7/+9S+uuuqqtGOuv/56vvKVr9Df38+sWbO49tprR+pblfEs0cmrb0xJ23TllXDccaN0PiIiIiIFqM6WcSPZwWsHnA85hrF7XERENg7GWjva51AWu+22m02ugCsi6yn8Bpdfspxv//iQ1KapU2HVqlE8JxERGYuUSmwEVGeLDLOOq53FjAEmng8VdaN7PiIiMlblrLU3nhENIjJ0iR6WLk9fXGT1ashyhaKIiIiIiJQi0e273T965yEiIuOWAl4RKSzRx9LlrRmbly4dhXMREREREdlQ2ATYkO++5vCKiEjpFPCKSGG2nzeWTMrYvGTJKJyLiIiIiMiGwvY7c3eT1MErIiJDoIBXRAr6/R+nsfy9zA5eBbwiIiIiIushMTDovjp4RUSkdAp4RSSvUAi+88PZWR/TiAYRERERkfVg+/PfFxERKYICXhHJ64UXIBSqTN3/0qkvpG53do7CCYmIiIiIbCgGj2RQB6+IiAyBAt4y6uzs5LjjjuMjH/kIH/3oR3n66acBWLhwIfPmzWPOnDnstttuPPfccwA8+eSTzJ49m7lz57LEvfa9s7OTgw8+GOufyyQygubP926fcdJLHHXIG6n7fao/RUREZBSozpYNxuCOXc3gFRGRIagsvMsGYu2Fw/t8kws/3znnnMMhhxzCHXfcQSQSob/f+Y/1+eefz09+8hM+/elPc99993H++efz6KOP8pvf/IY777yT5cuXc/XVV/Ob3/yGn/3sZ3z/+9/HGDO85y9SJH/Au/fH36O+Lpq6r4BXREREVGeLrIfBga4dyL6fiIhIHurgLZPu7m4ef/xxvvCFLwBQVVVFS0sLAMYYuru7Aejq6mL69OkABINBBgYG6O/vJxgMsnTpUj788EP222+/nK8zc+ZM2traAFiwYAH7778/ABdeeCGf//zn2X///Zk1axa//e1vU8fccMMNzJ49m5133plTTz11uL912cAsXOh1tew5933q6yKp+wp4RUREZKSpzpYNSkbAGx6d8xARkXFt4+ngHWHvvPMOkydP5swzz+Tll19m11135corr6S+vp4rrriCgw8+mHPPPZdEIsFTTz0FwPe+9z3OOussamtrufHGGzn33HP52c9+NuRzeOONN3jkkUfo6elhu+224+yzz+att97i4osv5sknn2TSpEm0t7cP17csGyBrYc0a7/4WM7pY/n5L6n6/riATERGREaY6WzYoGYusRbLvJyIikoc6eMskFovx4osvcvbZZ/PSSy9RX1/Pr371KwCuvvpqLr/8ct5//30uv/zyVPfBnDlzeOaZZ3jkkUd45513mD59OtZaTjzxRD73uc+xevXqks7hsMMOo7q6mkmTJjFlyhRWr17Nww8/zHHHHcekSZMAmDBhwvB+47JB6emBSMS5bLG2NkpdXZS6Wo1oEBERkdGjOls2KOrgFRGRYaCAt0xmzJjBjBkz+PjHPw7Acccdx4svvgjA9ddfz7HHHgvA8ccfn1r8Iclay89//nN+9KMfcdFFF3HRRRfxuc99Lu3yr6TKykoSiQQAoVAo7bHq6urU7UAgQCwWw1qrOWNSNPeqRAAmT3TSXI1oEBERkdGkOls2KINn7qqDV0REhkABb5lMmzaNzTbbjDfffBOAhx56iO233x6A6dOn89hjjwHw8MMPs80226Qde/3113PYYYfR2tpKf38/FRUVVFRUpBaP8Js5cyYvvPACAHfeeWfB8zrooIO47bbbWLduHYAuHZO8/AHvpAnO358WWRMREZHRpDpbNiiJwQGvOnhFRKR0msFbRldddRWnnHIKkUiEWbNmce211wJwzTXXcM455xCLxaipqeFPf/pT6pj+/n6uv/56/vOf/wDw7W9/m8985jNUVVVx8803Z7zGT37yE77whS/wi1/8ItXFkM8OO+zAD37wA/bbbz8CgQAf+9jHuO6667j77rtZsGABP/3pT4fpu5cNwdq13u3JE503PrW1UYyxWGsIhSAeh0BglE5QRERENkqqs2WDYUOD7sedL6MCW0REimestaN9DmWx22672QULFoz2aYiMa9dfD2ec4dw+5TOL+NvV/wCgYcsf0tfnfD7U3Q2NjaN0giIiMtbo+vSNgOpskWHU9nOwsfRtE8+HirrROR8RERnLctbaGtEgIjmldfBO8uYx1NV6RWiWKxpFRERERKQQG8sMd0FzeEVEpGQKeEUkp2wzeAHq67xCVHN4RURERESGYPB4htR2zeEVEZHSKOAVkZxyB7xaaE1EREREZL0kcgW86uAVEZHSKOAVkZyyLbIGUF/nFZ0KeEVEREREhiBXp646eEVEpERlC3iNMTXGmOeMMS8bY14zxlzkbp9gjHnQGPO2+2+r75jvGWOWGGPeNMYc7Nu+qzHmFfex3xpjtICHyAhI6+BVwCsiIjImqM4W2UDkHNGgDl4RESlNOTt4w8CB1tqdgTnAIcaYecAFwEPW2m2Ah9z7GGO2B04CdgAOAX5vjAm4z3U1cBawjft1SBnPW0Rc/oB38kT/ImteV4EWWRMRERlxqrNFNgQKeEVEZJiULeC1jl73btD9ssBRwPXu9uuBo93bRwG3WGvD1tplwBJgd2PMJkCTtfZpa60FbvAdIyJl5B/RkD6D1wt41cErIiIyslRni2wgNKJBRESGSVln8BpjAsaYhcAa4EFr7bPAVGvtSgD33ynu7psC7/sO/8Ddtql7e/B2ESmjWAw6OpzbxlgmtA6kHtOIBhERkdGlOltkA6BF1kREZJiUNeC11sattXOAGThdAjvm2T3bvC+bZ3vmExhzljFmgTFmwVp/66GIlKy93bs9oXWAQMD7n50CXhERkdGlOltkA5BzRIM6eEVEpDRlDXiTrLWdwKM4M71Wu5eD4f67xt3tA2Az32EzgBXu9hlZtmd7nT9Za3ez1u42efLk4fwWRDY6ucYzANTXRVO3FfCKiIiMHtXZIuNYzhEN6uAVEZHSlC3gNcZMNsa0uLdrgU8AbwB3A6e7u50O/Mu9fTdwkjGm2hizJc4iD8+5l5f1GGPmuav6nuY7RkTKJNcCa5DewatF1kREREaW6myRDYQWWRMRkWFSWcbn3gS43l2htwK4zVp7rzHmaeA2Y8wXgPeA4wGsta8ZY24DFgMx4H+stXH3uc4GrgNqgfvdLxEpI3/AO7iDt7YmlrqtgFdERGTEqc4W2RDkDHij2beLiIjkULaA11q7CPhYlu3rgINyHHMxcHGW7QuAfHPFRGSYpY1omJie4lZXewFvWCPCRERERpTqbJENRCLXiAYFvCIiUpoRmcErIuNP+oiGQQFvVTx1O6IryEREREREhiBXIa2AV0RESqOAV0SyyhjR8Npq+O18+KCL6ip18IqIiIiIrBd18IqIyDAp5wxeERnH/CMaNqtaAUdfB10h+PfrVH15r9RjCnhFRERERIYg12JqCnhFRKRE6uAVkaw6O73bcx++2Ql3AV5aQdPAutRjGtEgIiIiIjIUEbAW/vo89Pi6JhTwiohIiRTwikhWfX3Ov4YEM554PO2xacsWp26rg1dEREREpETWOh28/3kLLrgP5l4Jf3nOfUwBr4iIlEYBr4hk1e+uqzaV1VSG0lPcSUveSN1WwCsiIiIiUqqoE/LOX+7cbR+At9Z6j4mIiJRAAa+IZJUMeINE6d5757THWt9+O3VbAa+IiIiISImSC6x92OVt231z51918IqISIkU8IpIVsmA9302p+2yM+HFb6Yeq2nvSN3WDF4RERERkVK5RfSKbm/To0vhiifgtRVgE6NzWiIiMi5VjvYJiMjYlJzBC1BfF4HGutT9YGc3YAGjDl4RERERkVIlO3g/8HXw3vqy8+/EOtgnCqZ65M9LRETGJXXwikhWyQ5egLq6KNQGYUItTG8itNWm1OHsoIBXRERERKRENgLhGKzpzXysrQ/N4RURkVKog1dEMlibHvDW1sScG6+fB8awYlkr/R+vBzSiQURERESkZDacPp7Br61Pc3hFRKQk6uAVkQzhMCTcsV8/CVxE5W8fdS4Z63XS3OrqeNq+IiIiIiJSAhvJE/D2K+AVEZGSqINXRDL4u3fPTvwefrXGubPvt6CxmqqgAl4RERERkaGLpM/fnVAL7QPObXXwiohIidTBKyIZvIDXMtGu8x6Y4Cy0Vl0dS23SiAYRERERkRIlwrDWN393h2nebQW8IiJSIgW8IpIhGfA200UlbrduQxWs64f/vEXdP59jb54A1MErIiIiIlIyG4GEhaZq5/52k73H1mqRNRERKY1GNIhIhr4+599JtHkbJ9TB/W/A9+4nCHyWacxnH8JhZ1E2Y0blVEVERERExh8bhm/s7XxF4xCOw5+fcx5r74dYGKpG9xRFRGT8UAeviGRIdvBmBLyT6lN3p5rVqdsxb2KDiIiIiIgUYr05Zyvbmzny7NPprWp2NiQsrGvLcaCIiEgmBbwikiFnwDuxLnV3ivEe05gGEREREZESWK+A/v7FB3HP/9uO9yObeI+vWZ3lIBERkew0okFEMiRHNExk0AJrDdWpu42mO3U7HIaGhpE6OxERERGRcc7t4A2FKrnulo8B8G8OY2ndRzn82OVQFxzFkxMRkfFGAa+IZMjawTuxFhp9AS89qdvq4BURERERKYGNwANvsmDx1uzIKyxme87jUqpiMdp+egmNUycXfg4RERGXAl4RyZA14G2tgwZvpYdG25u6HfFGiImIiIiISCGJEJxxK3snLK/wc6oIkyBAJFLJ/Gc359NHREf7DEVEZBzRDF4RyZBzBm+918HbYNXBKyIiIiIyJJ1dzmJqQBdNRPEaKd77oBnQKsYiIlI8dfCKSIbkDN6HOIgdd1rHHrPegu0mQ30QDGCh1g4QIEacSgW8IiIiIiKlaOtM3VzHxLSHPlzZBL6r5URERApRwCsiGZIdvLdyEjscOoU9vvO492BDNfQ4iW4jPXTSqhENIiIiIiKlaO9K3WxjEgD78SiHch9z734HdtkaTjlstM5ORETGGY1oEJEMyYAXoK520PyvLAutqYNXRERERKQE67yAN9nBuzvPcT7/ywFL7oRnFo/WmYmIyDikDl4RyeAPeGtrBs3/2mVTmNnK069vRaLD+YxIAa+IiIiISJFsHDq9gruDVgB6aPT26e0ffJSIiEhOCnhFJMPAgHe7rm5QB+9fTwDgohM/x4ePzADQiAYRERERkWLZSGrkGUAnLWwytYee1Qp4RURkaBTwikiGUAgqiHMzJ7Prbe3w1gD8+JNp+1RXe5296uAVERERESmSjUBXKHW3i2bm7LiKgXX14JbYsc6Q3qyLiEjRNINXRDIMDEAT3ZzA7Ww1/yG44YWMfaqr4qnbCnhHXiIBn/88bLYZHH00LFs22mckIiIiIkWxEehOD3hnTO+makIgtS2yLpTtSBERkaz0oaCIZAiFoIVOb0NTTcY+VUEFvKPpnnvg2mud2x98AI2NcOONo3tOIiIiIlKEQSMaumhm0oR+YhMrYI2zLdGtAltERIqngFdEMoRC0Iy3sm9awPvc+/DCBxz/1ire5RTms49m8I6CwWHuokWjcx4iIiIiUiIbgWmNfDhxGyLroqxhClu1DNDW4nt73juQ+3gREZFBFPCKSIbMDt5q7/aDb8GV8zkKeJ4ZzGcfdfCOsO5up4PXb9kysBaMGZ1zEhEREZEi2Qictz8/eO9orr91DgCHtvyLqtb61C6Bfo1oEBGR4mkGr4hkyOjgbfZ18DZUpW420gNoRMNIe+EFMrqme3qgvX10zkdERERESmCdQq6jy6uxJ7QMUDPRe3teGVIHr4iIFE8Br4hkyOjgbfQHvF43bzLgjUZH6MQEgJdfzr5dC62JiIiIjAdOwNveUZva0toSon6SIYFzOVYwGoJ4POvRIiIig2lEg4hkGBgYPIPXN6LBF/A20Q1ALDZSZyaQP+DdbbeRPRcRERERKVGqg9cLeCe0DNDSGuZyvkWEKnbcrYsj4nEIBEbrLEVEZBxRwCsiGUIhm97B6x/RUBdM3azFuXRMHbwjy7+g2uzZ3n118IqIiIiMAzYC1zzLJ1dMZVum8i+OorVlgNaWEGfyGwBO2WIRRwSDBZ5IRETEoYBXRDJkzOBt9HXw+gLeevoABbwjKRaD117z7h91lAJeERERkXEl0g8/eIDLeYA4FVQSY0LLABNavLm7znzeGKCQV0RECtMMXhHJkDGD19/BW+sVmXX0AxrRMJLa2rxF7SZNcjp4k1auHJ1zEhEREZESdHakbnbRTDCYoK4uSqs/4O2sBasiW0REiqMOXhFJE49DNGq4mZN5k+349Tfvxew83dshS8CrDt6R09vr3W5qgilTvPtr1478+YiIiIhIibq8K+W6aGZCywDGQGtzKLW9o6tGAa+IiBRNAa+IpAm5deVDfIKnavfjku/3p++ggHdU+QPehgaYPNm7v2bNyJ+PiIiIiJRoUMCb7NxtbRngfH7NXJ6n9d0eWHA+fPyg0TpLEREZRxTwikiakNc4QE11lq6B2swZvBrRMHIGB7zq4BUREREZZ7p7UjeTHbzgdPDuxbMcyT0QAfvhKZjROkcRERlXFPCKSJqCAW9zDRy1A2+umMY/n98NUAfvSOrr827X10NrKwQCzmiNri5nPm91de7jRURERGSU9Xif2PfQSGuLU4DX1kYJVdRCwnks0tmHyjoRESmGFlkTkTT+gLe2ZlByG5wOLbVwzXE89bmv8T1+BaiDdyQN7uCtqHAWW0tqaxv5cxIRERGREvSmB7zNjU4BbgzEq6pSj/W39WccKiIiko0CXhFJkwx4H+QT3LT2KDjtFuiLQKAJ6g9O7ResTKRuq4N35AwOeEFzeEVERETGlR7vkqweGmlsiECgFYwhXuX17IY7FPCKiEhxNKJBRNIMDABY9udRKvvj8AAQDED1jlC5GVTUQCJEMBhPHaOAd+T4A976eudfzeEVERERGUd6vYC3lwYaG8JQ+3EILyJevTr1WLRLAa+IiBRHHbwikiYUghpCVOIGuFUB5yswEUwFVG4OQGXA6+DViIaR45/Bqw5eERERkXGoxwtue2iksTEC1TtDcBa22hvREFPAKyIiRVLAKyJpQiFoxFvZlwa3yKxocv4NNMMVT7DLzX/hL3yeSaxVB+8IyjaiQR28IiIiIuPI1hNYtMW+PMSBvMW2NDYaqKh1At7aYGq3WM/AKJ6kiIiMJxrRICJpMgNedw5YRbP7bwPc+jJbLl3HlsAlnE80OjnjeaQ8NINXREREZByzcTh2By5/9Ptc9+7HADig8QnnsUArps4LeBO9CnhFRKQ46uAVkTQZAW/9oA5eUw++zoI6+jWiYQT5RzQkZ/BOnOhta28f2fMRERERkRLYCAA9vd5iao2Nbt9VRQOmzuvBsn0KeEVEpDgKeEUkTUbA21gNFdXO4mrgdPAOCng1omHkZOvgbW72tnV1jez5iIiIiEgJUgGvN2u3scm9bYIEGrw6m/7QSJ6ZiIiMY2ULeI0xmxljHjHGvG6Mec0Yc467/UJjzIfGmIXu16G+Y75njFlijHnTGHOwb/uuxphX3Md+a4wx5TpvkY3dwAA00e1taKj2uncha8CrDt6Ro4BXREREZByzTmdEWgdvs3e7Y+Z2nMMVfIk/8eROnxvx0xMRkfGpnDN4Y8B3rLUvGmMagReMMQ+6j11urb3Uv7MxZnvgJGAHYDrwX2PMttbaOHA1cBbwDHAfcAhwfxnPXWSjlXWRtQpfglhRD3XpAW+XOnhHTLYRDQp4RURERMYJG4H/e5LTl3WzN9O4ljNpbKpNPRzdYgt+ywkA1Le+P1pnKSIi40zZOnittSuttS+6t3uA14FN8xxyFHCLtTZsrV0GLAF2N8ZsAjRZa5+21lrgBuDocp23yMYue8Db6N2vaEgLeOvp04iGEZStg7elxdumgFdEZMOnK+VExjEbgRte4MvrLucSvksrHTQ1ewFvY6P3Fr23T/9zFBGR4ozIDF5jzEzgY8Cz7qavGWMWGWP+aoxpdbdtCvg/ovzA3bape3vwdhEpg8yAt9rp2k0yQaitSd3ViIaRpRENIiKCd6XcR4F5wP+4V8OBc6XcHPfrPsi4Uu4Q4PfGmIC7f/JKuW3cr0NG8PsQ2QhFoTeSutdDI43NXjNFQ2PAe6xHS+aIiEhxyv5fDGNMA3An8E1rbTdOEbkVMAdYCfwmuWuWw22e7dle6yxjzAJjzIK1a9eu76mLbJRCIbibIzme27jn0+fCUTuAqU3fqa7Ou6lF1kaUP+DViAYRkY2TrpQTGcdsBPoHB7xebd3Y6F0p19MTQEREpBhlDXiNMUGccPcma+0/AKy1q621cWttArgG2N3d/QNgM9/hM4AV7vYZWbZnsNb+yVq7m7V2t8mTJw/vNyOykQiHYSlbcwfH88bcT8LczaCiLn2nOq+jVwHvyPLP4E128DY2QvKC2t5eiMdH/rxERGR0jNSVcmqkEBkmsQHod4rnBIZwoIbqGi/IbbW9PM4+LGBXfvHMMaN1liIiMs6ULeB153f9BXjdWnuZb/smvt2OAV51b98NnGSMqTbGbIlzidhz1tqVQI8xZp77nKcB/yrXeYts7MJh73ZVlZsUmkEBb316B69GNIycbCMaKiqckDepu3tkz0lEREbHSF4pp0YKkWHS4xVqvTTQ2BjDP/m6oamGfZjPrrzIrL7Fo3CCIiIyHlWW8bn3Ak4FXjHGLHS3fR842RgzB6d4XA58GcBa+5ox5jZgMc5csf+x1ib70M4GrgNqgfvdLxEpA3/AW50MeAd38O6xAz2f7+DSv+7LE+yjDt4REos5IzTA6dit9U3OaG72gt2uLmhtzTxeREQ2HLmulPM9fg1wr3t3va+UE5Fh0tOZutlLA40NUcBb36J+ckPqdnViYARPTERExrOyBbzW2vlk7wq4L88xFwMXZ9m+ANhx+M5ORHIJhxMkm/urq93W3MEB73670r9lAz/963kATFEH74jo8a1919REWrdHczO87158qzm8IiIbtnxXyrlXv0HmlXJ/N8ZcBkzHu1IubozpMcbMwxnxcBpw1Uh9HyIbJV9B53Twps/WapjUQAJDBZZqIs4n/JXl7MsSEZENgf5LISJpwqEEN/NZduc5Jvw6Dtt8Eg4etMiaqSYYTKTuqoN3ZPhHLzQ1pT+mhdZERDYqulJOZLzq9+Zt9VFPY0N6wNvYHGSAWurpdzaEwwp4RUSkIP2XQkTSRCIJNuc9ZrHMuUgzngCTLeD1ilEFvCPDH9wq4BUR2XjpSjmRcazX6+Dto576+vSx13X11bRTkwp4Y70hKuvrERERyadsi6yJyPgUDlvq6fM2NAyaBQBQUU1lwOvg1SJrI6PYDt7OzhE5HREREREpVZ9XZzsBb/rDJlBN2HgzeQc6QiN1ZiIiMo6pg1dE0mQNeAdbtJzqn93MPTzDy+zMT6IZDUFSBv6A1x/oDr6vDl4RERGRMWpGM68fcDhPPLIJi9k+I+DFVBEx1c6gFSDUGaJxxE9SRETGGwW8IpImHCY94K1vztypY4CKfy/mcBZTRz/xOFib2egrw0sjGkRERETGuY9M4/FDz+IrjxwBwBfr2zN2iQSqwL1YLtSpDl4RESlMIxpEJE1GwNvQkrlTrddqUINTdGpMQ/nlG9FQV+fdHhgYmfMRERERkRLZKH39Vam79fWZb8mjFdWp26EuBbwiIlKYAl4RSRMOWRrwVvelIUsHb21D6mYy4NVCa+WXL+Ct8Ua1EQ6PzPmIiIiISIlshL7+YOpufX0gY5dYpRfwRhTwiohIETSiQUTShUJUuEO/ElWVVATrMvep8SaBqYN35OSbwVvtvQ8gpPcBIiIiImNUlP4BL+CtyxLwXjvzfJa9FiREDT+ctv1InpyIiIxTCnhFJE0g1J+6bWuqwLeKb0qt1z6qDt6Rk28Grz/gVQeviIiIyBh181Mc++97mckW3MqJ1DfsnbHL25vO477XZgDwjcz8V0REJIMCXhFJEwj7At66XAFvZgevAt7yyzeiQQGviIiIyDiwYBlzlz7DXGARs6mv3z9jl7pam7rd15tAkxVFRKQQ/ZdCRNIEI17AS10QfIs8pNR68wE0omHkaAaviIiIyDjX583S6qOe+obMt+R1dV7A29+fGJHTEhGR8U0dvCKS5u3YLObyHPX08e9f3kxltg7euvrUTXXwjhz/iIZ8M3gV8IqIiIiMQdZCv1eo9VFPfX3mbnW+JTAU8IqISDHUwSsiaboi9SxgLo+xP5V7zsg+osGXJtYxAFh18I6AYkc0aJE1ERERkTHIRqDf64rIFfAe88plvM8M1jKJrR++ZgRPUERExit18IpISiIB0aj3uU9VVRxMlhENFRVQFYBI3NmPCNFolv1kWGkGr4iIiMh4FoX+SOperoC33vYxgw+dOz09I3RuIiIyningFZGUiFdvUlUVwxiyd/ACXHwcP7tsF5asnEqCCo1oGAGawSsiIiIyjhXZwWtqvcIuMaBLs0REpDAFvCKSEg5DBXESVFBd5XTnUpEj4P3iJ7jrxkN5ceV0QIusjYTeXu92Q0P6Y+rgFRERERnjbHEdvBV1vvp7YGAETkxERMY7zeAVkZRwGP6H3xGjkhW9k+Dn/80+ogHAVBEMeos+qIO3/PzBbc2g3F0zeEVERETGOBstqoO3wtfBS0if3IuISGEKeEUkJRyGevoIkKCBXrAGTDD7ziZIZUAB70hx5iN796uq0h9XB6+IiIjIGGcjGR28dXWZu1XU+ws7fXIvIiKFKeAVkZRkwJtSV5tn7yDBYDx1TyMayssf2lZV4cxH9lHAKyIiIjLG2Si2iA7eynqvBjcq7EREpAiawSsiKZHIoIC3PktLQdI3r+GPL19EBMvn+BvR6Jyyn9/GLN94BoCaineBLTL2FREREZExwkaIXnAwF/50L6fmrgoSCGTuVtnoBbwVEXXwiohIYQp4RSQlo4M3W0tB0tsr2bb3VQBa6FQHb5n55+pWDx6LbONUR24DzgMU8IqIiIiMTVG6T96PX/70fAAmNGQvoIONXpNFIKrCTkRECtOIBhFJyRzRkCfgrfFSxhpCmsFbZv7QNiPgjbdRHfTmuWmRNREREZExyEbp6/fWt6ivs1l3Czb5A14VdqPl3Xfh5z+Hxx9aCf1PjfbpiIjkpQ5eEUkJhxLpAW9jQ+6dFfCOqLwjGmKrqK6Ope1rbeacXhEREREZRTZK/4AX8GZbYA2gyhfwVsbUwTsaXnwRDjwQurqgtnYK77x4P9M+sudon5aISE4KeEUkJRyKldDB66WMNYQ0oqHM8o5oiK8mELBUVsaJxZxBbtGosxibiIiIiIwRNsJAyAt4a3OsZ1wx7+N8nGcIUUN1Qx3PjdDpiecHP3DCXYCBgQCPPdHIidv2Q0WeNUpEREaRRjSISEo4HKeBXm9DQ2PunQcFvOrgLa+8Ixpiq5ztVfGs+4uIiIjIGLDoTbb++qU8wMH8gu/lDHhrp03iOT7OInbmrciWI3uOAsALL6Tff/aFGRB9b3RORkSkCAp4RSQlHB7UwdvQlHtnX8Bby4AC3jLLO6Ih3gmQNqZBc3hFRERExpg1a2l6fQkH8x/m8jy1tdnnadXVe9v7+/WWfaStXet8+T374qYQWzk6JyQiUgT910JEUjJm8Nbn6+D1Wg40oqH88o5oSDhd1+rgFRERERnD+rw6u4966uqyB7xVVRAIJACIRivUSDHCFi/O3PbiK5sQCXWN/MmIiBRJAa+IpEQicebyPFuwnB98+g7YYvPcOw8KeFV4llfOEQ024nwBNYMWWhMRERGRMWRQwFtbl/3tuDFQVxulgji19DMwMFInKJA94A2Fgry7PJ75gIjIGKGAV0RSwqE4HUzgPbagbdIWUJ1vkTVvgQF18JZfzhENCW9mcrUCXhEREZGxq6/fu0l9zhENtLWxrreBOJW8x+b+XFhGQLaAF2DlysTInoiISAkU8IpISjjsFS3V1XEwg2cB+NSmB7zq4C2vnCMa/AGvb0SDZvCKiIiIjDEZAW+O/aqrCeJ8cF9DiP7+HPtJWbzzjnc7OSoDYMXKAFg7CmckIlKYAl4RSQmHfAFvVQxMVe6djzqcGw69mEO4nz/zRQW8ZZZzRIM6eEVERETGh2IDXt/lWgp4R96qVd7t3T7Wnrq9YmV9Wu0tIjKWKOAVkZRIKMrmvMtE2qgP9Ofv4P3IR3n7I3vx/ziEJWyjEQ1lVsyIBs3gFRERERnD+r1hus4iazn2q6wk7r5VryROf7cK7ZG0erV3e5fZa1K3V6xqhIQWWhORsUkBr4ik1KxdwbvMpI3JfPP6z+UPeE2QYKXX8asO3vIqdUSDAl4RERGRMabPK+jydvAaQ6TCK/hCnZq9NVISifSA92M7rUjdXrG6ERKdI39SIiJFUMArIh7fCg6xqpr8IxoIUukLeNXBW14a0SAiIiIyzvUXGfAC0YB3yZYC3pHT3u69r2luhlmbe2nvhysbIdEzSmcmIpKfAl4R8fjmgsWrqwt08FYRrPQ6RtXBW145RzRYL5TXImsiIiIiY1ixHbxALOA1WkS6VdiNFH/37rRpCaZP7Ujdd0Y09GU5SkRk9CngFZGUin6vYHEC3jwdvPPn85UrTmEtk7iLoxTwllnuEQ1eKK8ZvCIiIiJjlLXwlY9z9bxf8EWu4Vk+nnsGLxCr9Ao+Bbwjx7/A2rSpcaZP8zp2V6xuxMYV8IrI2FQ52icgImNHRcjXwVtTDSbP/0UkEjR2t9EItNKhEQ1llnNEgw35tivgFRERERmborDrDB6ZciS3swNA/g5eBbyjwt/BO3VKhKbGMLW1UQYGgvT3V9HbHaaxafTOT0QkF3XwikhKIOSt7JtImwOQha8irSGkDt4yyzmiIeH9zrTImoiIiMgYZSMADIS8Bop8AW8i6AW80R4FvCMlvYM3gjEwsdVrgmlvj2c5SkRk9CngFZGUgK+D19YVCHh9KWMtAwp4y6yYDt4qX8AbiYzASYmIiIhIcaxTLA8MBFOb8ga8VV7BF+tVwDtS0gNep5Gitdn7+Xd0JAYfIiIyJijgFZGUQNjrBrW1xQe8NYQ0oqHMss7gtVGw3g++KqiAV0RERGRMSga8RXbw3n3KH5nGSlro4K2Je5T77MS1dq13e8ok573RhFbvPVJ7ux3pUxIRKYoCXhFJCYa9Dl7q81SckBHwqoO3vLKOaEikd3MEfQGvfh8iIiIiY4iNwH5Xc/PL+/MSc2ihI+8ia3bqFFYzjS5a6B0IjNhpbuza273bE1r63X99AW9HVWrchojIWKJF1kQkpTIy9IBXHbzllXVEgx1I20cdvCIiIiJjlI3C8nY2j6xhcyBKMG8Hb329d7u/P/d+Mrw6OrzbrW7A2+oLeDs6ayDRB4GqkT41EZG81MErIp5YggQGANOoDt6xJPuIhsEdvN5MMP0+RERERMaQRBgGvI6IfuryBrx1dd5bdQW8Iyct4G3uBQZ38NY6Aa+IyBijgFdEUi6b/GMCxKmln87jj86/swLeEZV9REOeDt6w5oOJiIiIjBl93amb/dRiqcgb8DaaPqbzIbNYmp46SlmljWho7nH+9c/g7VTAKyJjkwJeEUmJRCoAQ4haqpoKdPAGg1jjdPsGiZGIaEZDOWUf0ZDewVtV5Z/Bq9+HiIiIyJjR6wW8fTjzF/IFvLNv/SUfMoOlbM2ey/9W7rMTV3oHr/M783fwdnTVglXAKyJjjwJeEUkJR7z/S6iuLrCYgzEkgt7sKRMJ59lZ1lf2EQ3pHbzBSn8HrwJeERERkTGjr7SAN1DvXS1nQqHcO8qwCYVgwC2vKyuhvs4Z0dDa4v38nRENmpkhImOPAl4RcdgY4bC37mJ1deE1GF++5HfM4SU+wuv0xWsK7i9Dl31EQ+4O3og6qkVERETGjkEdvJWVlmAw9+4B/4LHYQW8IyGte7cVjNtMkTaDVyMaRGSMKpzgiMjYFn4Tqrdb/+exEbbrf4VNqKKPeqpt4YAwvOMOvMwcAFrj+feV9ZNzRIO1cO0CuH4Bx3bV8iu2ZwnbEI3oFyIiIiIyZvT1ejepz9u9CxBo8JonApGBPHvKcPEHvBMmkBqH5p/B29FZoxENIjImqYNXZDxLDEDPbU7Iu75shCt7vsLz7M5idqDmgxUFD6kMev8XokXWyit7wDsATyyDC+6D19fQuuJdzuVSACIKeEVERETGjr4e7yb11NaavLtXNtSlbldoFNqISO/gtWCdNzitzYM7eDWiQUTGHgW8IuNZ5HWwcYguW//nslHqfZcbVbU2FDwk6At4Y5oIUFb+gLcqOfrYhuCZ99L225fHAYhGEiN0ZiIiIiIbqFgbxHsK71eMPq/OLqaDN9jo7RCIaUTDSGhv9263trjNEiu62fSSm3iN7fkGV7ozeNXBKyJjjwJekfEsutz5N/Ze3t2KYRMR6vCKlWBLY8FjgsEKKohTRx8JzXwtq0jEu53q4E2EYfHqtP0+yhtMYi0RBbwiIiIi6yf0AvTcOTzPNSjgravLsy8QbPR2qIwq4B0JaR28Le57m7PuoOr2BWzP6/yG71DZ1088ppEZIjL2lC3gNcZsZox5xBjzujHmNWPMOe72CcaYB40xb7v/tvqO+Z4xZokx5k1jzMG+7bsaY15xH/utMSb/9SwiG4vYGvffVWAj+fctIBKOUu8LeCuaWwoes+VXziJOJX00sEPPM+v1+pJfzhm8gwJegL2ZTzRqR+bERERERDZE1kLkNYi9n7pUf70cuAOvX/ldDuK//JLvFdHBW+/dToRJ6LP7skufwRuDUAxe+CC1rZI4e/IUPd2aTSciY085O3hjwHestR8F5gH/Y4zZHrgAeMhauw3wkHsf97GTgB2AQ4DfG2MC7nNdDZwFbON+HVLG8xYZH2wC4mu928mwd4jCoSh1+OZJ1TcXPijordNYqUvHivbSS3D88fDnPxe3v7W5RjSE4d7Pw+2nQsD73GsXXiQSUcArIiIiMmSJdoh3O+PQYoXXpiiotYq2LbflYQ7iZeYUDHiNr8W3hhADahotu/QRDRF4ey3E02vqvZlPd3elcyWdiMgYUraA11q70lr7onu7B3gd2BQ4Crje3e164Gj39lHALdbasLV2GbAE2N0YswnQZK192lprgRt8x4hsvOLrnIIzdb89975FiHT1UIFTwAxQA5UFqk7A1PhW99WlY0U7/HC44w740pfg/fcL7++fbxwIOF+A08E7pQH2mwX/e3hqn815Tx28IiIbMF0pJzICYr6rpKLrPw4NG2VgIJi6WyjgxVdnK+AdGV1d3u3mpggszmyg2Zv5dPdUg9VCayIytozIDF5jzEzgY8CzwFRr7UpwQmBgirvbpoA/6vjA3bape3vw9myvc5YxZoExZsHatWuH9XsQGXPigy7NX8+AN9rem7o9YOrAVOXZ2+UrPNXBW7wVviaQF18svH/W8QzgdPAmbep1XE9mLZGI3p+LiGzAdKWcSLn5r44bjg5eG2Eg5F39VmgGb7LODlFNggr6lSeWXY9vPb3mpjDsMBW+vQ/sNiO1fTcW0N0V1EJrIjLmlD3gNcY0AHcC37TWdufbNcs2m2d75kZr/2St3c1au9vkyZNLP1mR8STWln4/0ZF9vyJFO72KZqCiuIDX1HlpYzCutoJidAz6NQWD2ffzyz6eIeKM5kiaO4PXr/khzXRyGPc5Aa9VF6+IyIZIV8qJjIC4L+CNr1+d7TxHmP5SOngPPJBtZ62jlhBHcbc6eEdAty+taGwIw47T4IID4b4v0FPZBEAtIUIrIgp4RWTMKWvAa4wJ4oS7N1lr/+FuXu0Wk7j/Jv/L+QGwme/wGcAKd/uMLNtFNm6DA9317OCNdfo6eAP1YKrz7O0wNV5lWhnTHKpiLFuWfr+zs/AxEd/6eakO3kQIesMQdcd0NFQT33YTunE6eaOxCrB6JyAisqHTlXIiZZIW8K5fnQ3At27mxK+eRActfI4bCwe8FRXU1Xnj2NTBW37+gLepIb2OXlc3jTVMZgG7ElqX0IgGERlzyhbwuvO7/gK8bq29zPfQ3cDp7u3TgX/5tp9kjKk2xmyJc4nYc25x2mOMmec+52m+Y0Q2XvHOQffXM+Dt9j6FDgVqIXXlZm4Vdd6IhmBcIxqKsXx5+v1iAt6sIxpsGL53P2z6c/jo/8I9i6mq8t4ERCIBdRaIiGzgdKWcSJnYRHptbYehY7M/REUiTgtdWEzhgBeorfFqO3Xwlp9/RENjffoP/BeH3sBU1jCXBayo3QISCnhFZGypLLzLkO0FnAq8YoxZ6G77PvAr4DZjzBeA94DjAay1rxljbgMW48wV+x9rUytInQ1cB9QC97tfIhu3wR28iT6n+Cxmdm4WkYhlKbOop4/O4ISijqmo9c3gVcBblPXt4PVGNIRgjdt1va4faioJVnpvAqKxAFivK1tERDYs+a6Us9au1JVyIush0ZU+CgucwLeifujP2e99Yt9HPVOLCHjVwTuy0jp4G9N/4PXN3t+DFlkTkbGobAGvtXY+2bsCAA7KcczFwMVZti8Adhy+sxMZ52wMEj2Z2+PdUDlpSE/ZPusj7MdSAPbe/gOeKOKYCt/qEMFEGGtBa2/nN5SAN2cH72pfgDulgapAlBm8z+a8R2SgFRL6ZYiIbIiKuFLuV2ReKfd3Y8xlwHS8K+XixpgeY8w8nBEPpwFXjdC3ITJ2Db5SDpw5vMHNMrcXw8agz/vEvo/6wousRaPsGFlIiOUYLAMDew/ttaVo/g7elu7lcNyNMKUBtptEc+P+qce6uqudDwFERMaQcnbwiki5JLqyL6CV6AWGFvCGQ96n0tXVxS3OZXzXltUQIpGAQOHJDhu14RvR4OvgBZjaSOuv/8X7nA/AD/t/BYmsn6WJiMj4pyvlRMop2+LF6zMOzUagP5q620d94RENHR1c+czhALQxkYf62wocIOvL38Hb3P0+PP6Oc2eXTWk6yivIu3vVwSsiY48CXpHxKNdKvtm6eosUDnuXgFVXJfLs6VPrtR7UECIaVcBbyOB1aYY8oiHaB+vcWXAGmFiHmeS9U2iNrVPhKSKygdKVciJllq2DN5FvzHUBNgL96R28BQPeGm8UWjVhzeAtM2vTO3jrelZ5d6Y00Frdzf48wua8x+yFSyGx+cifpIhIHgp4RcajXJcErUfAG4l4oW5VsWN8v/xlZl14Kh0DjfRTx9mxIb/8RqNn0K9oyB28q1d5y+BMrINggMBkL3CfGG/T4g8iIiIiQ5GtmSKxHmsb2GjpHby+gLeGkGbwltnAAMTdfpfqagi2+TqmJ9cz2a7hEU4AoP3lKZD4wSicpYhIbgp4RcajeI4OgvVYVKvunSUcTxu9NDAj2ghsUfigplY6qurpHHAq1Gi0wP6SdukXrE/Au9LbOLkBgArfah0T4m3rv9qziIiIyMYo24iG9WikwIZL7+ANBr2bxAj1xQFdKlcu/iaMxkZgje9vYHIDVZt6v7DGcIfqbBEZcypG+wREZAhyXSIWH3rhuekzj3AbJ3Ifh7Hfh3cVd5AJUFnpdf4q4C1sKB28WUc0tPvmwE1wOncDU7zCcxJtJOJq9RAREREpWTzL1XLr1cGbOYO34CJrxhCtrE7dDXeH8+ws68vfhNHUBKzx/Q1MaaBhgqWXegCCNgpdXWCLHGsnIjICFPCKjEe5OgjWo7OgYiCUuh2tLlRxeoK+gDemEQ15DZ7tBevRwes/sMm5hM9Mqk9tmsxaomHvdyoiIiIiRbCJ7FfF2b7sixwXIzGEDl4gHvDmpkV7FfCWU3oHr4U1vsR3SgNNjWHWMtnb1tav9S5EZExRwCsyHuXq4F2fgDfkhYGx6vo8e/qEw2xqPmRL3mEG76uDt4C+LO8LOjsLv1fIHvD6ugqa3RltE71gfgpriIT1RkBERESkJIne7MWZTTgh71AM9KTWTghTRZzK4gLeoNfBG+vVB/fllN7Bm4B1vvB2Ul1mwLuuT2MaRGRMyTmD1xhzdxHHt1trzxi+0xGRouQKeNdjBm8g5C3NG68pouIEePRRnl91CAD/j08Rjf6/Ib/+xmDw/F1wxloMDJD3Mr2sIxrSAl63+G+pJUaASuI00017r4pOEZGxSrW2yBiVq84Gp5mioqH056w28Op3+MxJR/PGq60ARQW8iaDXwauAt7zSOngb4rDG1yjRVENjQ5hX0gLefi1oLCJjSr5F1j4KfDHP4wb43fCejogUZCOQyFHgJcJgY2BKXD/Rxgj4uj3jNUV28FZ7XQU1hDSioYDB4xmSurryB7xZO3jP3g9OngldIah2f98Vhg4zgcl2LQCxVb2wfRRMEBERGXNUa4uMRfmuiBvyHN4oTGlgqd2axUwDigx4q3wBb5+uzCqntA7exphTYyc111BfF6WNSalNtq0PYwcQERkr8qVAP7DWPpbvYGPMRcN8PiJSSDxPVwE4nyQHmkp7Thum0jeiIVFbZMBbU5O6WU1YIxoKyNbBC9Bf4MP/rAGviTqzd5tq0vZdF5jM5JgT8CbW9rl/D81DPGMRESkj1doiY1GhDt6hsM7lWP0D3ofuBRdZA6yvmSLRrw7eckrv4I1Bd3rAW1UVp71iIrjLj8RWhwiqg1dExpCcAa+19rZCBxezj4gMs0KdA7YfKDXgjVAZ8QW8xXbw+gJedfAWlquDd6DAh/9ZRzTY7F0c7YFJdMRaWMtk6gZw/x4U8IqIjDWqtUXGqLwdvEMdf+UUcwMh7+13MR28kYlTWf5eiBA19Ie0fE45pc/gjcKlhztdvD1hqHcK8O7qVnDr9tjqEEEtsiYiY8iQ/ithjDlruE9ERIpUaM7uUD5JthEqI15gmKhrLO64QSMa1MGbX64O3kIBb9YO3hwB7xdm3M4EOtiOt+jdbpZmg4mIjEOqtUVGUd4O3iHWVX3dsKKbqv5eKnEK5mIC3ld/8Re2ZDkf5Q1eD84e2mtLUfyNGE2NUThuNnxhd/jmPmAMAL01ral94msHVGeLyJgy1I8BzbCehYgUr6gO3hLZCEFfB6+tH1oHrwLe/Iajg7e6GrBxWLoalndAez/EE6nHK6us77iACk8RkfFJtbbIaMnXwTvUjs3HXoI5l7O0cwb/4iiguIC3rs77v4JC9aKsH38jRmND9kaKtobpPM087uYIerbcYuh/DyIiZVDiSkwOa+0fh/tERKRIhS4NG8qlYzZCMOqbM1VX5OrAg2bwakRDfsPRwVtVhdO9+4Xb4bXVzsaHzoKdNnEeD8ZT+0aiARWeIiLjkGptkVGUr5liyB283nP24TRSFBPw1tZ6/ViF1myQ9ZPewZs94H1t0sfZ8/2nAXjmsGvYRI0UIjKGFAx4jTE/zrbdWvvT4T8dESmoUAfvEEc0vDt5e3rei9NAL7ZBIxrKYagdvBkjGmzYmQeW1OgF7cGg180bjVaog1dEZIxTrS0yxuSrtYf6wXmf14DRRz1VVRAIFD6srs4LeNXBW15pHbz12Re0a6j3Lqvr7atSI4WIjCnFdPD62wFrgMOB18tzOiJSUKEO3SGOaPj9gZdz9XVzAfi/hjyzx/w0oqEkuTp4C3VkZCyyZsPOog9Jzd7vodV0sD9vM5m1NDz9Guy7ydBPWERERoJqbZGxwsbBZg/3gPXo4PWO66O+qO5dgKZlr3MsC6gmzLvduwNbD+31pSB/I8asJY/C3r+Dpho4cGs4dz8gS8Cb6BzZkxQRyaNgwGut/Y3/vjHmUuDusp2RiORXpkXWojGvQyBYVURLAaR18NYSIha1aGxgbsPWwRsfgG7fm49G7/ewXeQ1ruBkADpv3xrO23OIZysiIiNBtbbIGJLoB2tzPz7Ujs3+oQW8zTffwJ3cDMA5vdeggLd8/I0YzQMr4K02586siant6uAVkbFsKDN464BZw30iIlKkMi2yFo16C6tVFRvwBgJETZC4rSBMNbGBKFBV+utvJPyFY00NhNyMtuSAt7sdku896qugsgKCm0J8Hf21zal9g129KjxFRMYf1doio6VgI0XY6fI1RdbKSX1esVdKwFtZ732IbyJ5Ootlvfnr9Ppou3enyfsdNNRHOIW/MYt32Pmm52C/j8KEIfw9iIiUQTEzeF/BixICwGRAM8FERkvBRdaGGvB6c3eDweKLlM8dtYzb7toUgFvVvJtXr+89w5Qp8N57zu1CAW/GiIaOdd6G5howBppPh+476K9vST0U7O4e2qJ7IiIyYlRri4whxdRNiX4IFLleRdKggLeurrjDAvXeGK5ALEwiARUVeQ6QIfNfaVcb6fLu+APeughn8xs+xkJ4EvhwOmw3hL8HEZEyKKaD93Df7Riw2lobK9P5iEg+iQGnayDvPkMIeFev4tDX76GVWXzADIJVRxV9aMAXBmsGb34hX+NFa2vxAW9GB2+nL+BtqoaKFjBVENyCcG0jcSoIkKCqvx9CRc5TFhGR0aJaW2SsKHSlHLhXR5UY6PV7RWApHbymxkuCawgxMAD19XkOkCHzd/DWhv0BrxeyN9RHWMtk77F1fUP7exARKYNiZvC+OxInIiJFKKarIN/CELks+4BTXr+cU4DnmMuHVUcXfWgw6N1WwJufP6htbfVulx7w+i8bq4HKqc7t4OYEqztZx0SmsNbZtq4NtM6aiMiYpVpbZAwptoO3FDYBfV4xV0rAS423owLe8rE2vYO3qn9QwFu1FVR9lIb6jvSAt61/6AvviYgMsyFd4GGMuXe4T0REimCLCXijUGrjT5/XrdBHfVpoW4h/35j6jfLyj1poafFulzyioavD29BUA4Epzu3K6dRUx9ILz7W9kNDMNhGR8US1tsgoKbqDtwQ2Av1eMTfUgLeasH+tNhlG/f2QSDi3a2qgwj9XrakaqraFqm3zdPCKiIy+oSyyBvClYT0LESlOsZ8Q2xCYhuKft8/7yLqPeidELNJmPW+xB+9QTRh6dkOXKOXm78Rt9tZCG0IHb6e3wd/BawLU1FQM6ixIFp7e5WUiIjLmqdYWGQ1FNVOU+MG5jUA8kbpbWsCbOaJBhp+/e7exEejyvedqqoHAVAg00dBYyZtpAa86eEVk7BhSB6+1duVwn4iIFKHYBbMSJVZ/fd7zltrBe+YTX+cp9uIRDqThwzdLe92NjD+oLaWDNyPgjYehtRYqDDRXQ2Bi6vGa2kB6wNver4XWRETGGdXaIqOkqBENJdbZNgw3nszff3cbDfTwEAcVvcga1ergHQn++btNTRa6fb/jphqodK6Wa2hupo1J3mPq4BWRMaRgB68xZhvgl8D2+FrArLWzynheIpJNMV0FUHpnQZ9XmJQa8MYrvZVl05JIyZBrREOhYj1jRMNn94TPTHQGhkUTUOF1TdfUVA66dEydBSIiY5lqbZExpJiaaSgdvEB/uJo+nCvsiu7grc2cwSvDL72D10Kn73fc3AoVTiLf0NiQpc5WI4WIjA3FdPBeC1yNs6rvAcANwI3lPCkRyaHoEQ0lVn/9XmHSS0NJAW+s0nfpf0izXvMZthENyZm6xkB1EIzv8r3aYGbhqc4CEZGxTLW2yFhRTDNFyR28TsA7EPJ6q4oOeKu9Rgp18JZPWgdvYxx6fMX3xM1SNxsaa7TImoiMWcXM4K211j5kjDHuKr8XGmOeAH5S5nMTkcGKHtFQagevV6iWOoM3EfQKTxNWwJvPsI1osL4Npt4Jel01tUFeYxYv8jHqNwuy3eYtKjxFRMY21doiY0UZO3gHBrwOiqID3qlTebNpZ1Z1N/MGH2FXdfCWRXoHbxxuPBm6BqArBBOnpx5raKpLD3g71EghImNHMQFvyBhTAbxtjPka8CEwpbynJSJZFT2iocTqrzc94C1pRIMv4FUHb365RjQUCngzRjT431hUpC+mV1NbzQ2czg2cztcPfpbffvb+4v9uRERkNKjWFhkLEmGwscL7lRzwhuG592l+9x225U3eZhtqa4tcCueAA/jRAbdy+7+2A+AWZYllkd7BG4PdZngbqltSNxua6mnD1wmjUWgiMoYUE/B+E6gDvgH8DOfSsdPLeE4ikkvRIxpKKDythf6hB7yJoG9EQ0QzePMZtg7eJ1+H8AA0VcOOm0Gr93hNrRe4h8Lu/8Wr8BQRGcu+iWptkdFXbCdmqY0UNgJHX8eXY3/ly0A1IerqqgsellRbk0jd1gze8kjr4G0YFPL7mikamhpox3ATn6W3poUvf/V1zeAVkTGjYMBrrX3evdkLnFne0xGRvIoe0VBC9Wcj0B9N3S054K3yAt4KjWjIa6gBr7+Dt7rKwo/vhYUrnA0PbQvelWPU+K75CyVnvanwFBEZs1Rri4wR5RqFFu6DmBPSxggQoar4EQ1AXV08dVszeMsjvYM3kv6gL+Ctbwhggc9xE7Umype/dXHpHd0iImWS89oQY8yFhQ4uZh8RGSbWlqezwEZgl025q+Yz3M0RLGWrEgNe/wxetRXkYm16UDvURdaqghHo9hWSLZPS9q2p9S4bS3XwajaYiMiYo1pbZIwpVwdvr5ce9lEPmJIC3tpadfCWm7+Dt6lh0BWJvoC3thaMsYAzUzkeN2CjqTnLIiKjKV8H7xeNMd15HjfAScCFw3pGIpKdHQCbKLwflDiiIQyn7sqXf3kua0JOAVPKImu2yqtQAxF9gp1LLOaEvACBADT4RufmK9YTCefYpGBlOD3gbZ2Wtn9NrQEsZ3It+76+GC58Ci46bv2/ARERGW6qtUXGkmI7eG3IKep8i9zm1dfl3aQeKGGRtc5ODnjjZuC/9FFPf/+XizxQSuHv4N1xxYOw+cXQWA0HbQN/+3rqsYoKqK+P0dvrdMP09VfR1Bh2xqEFSngDJSJSBvkC3muAxgLHXzOM5yIi+ZRymX2pIxqAaCyQ2lRKB6+t9kY0mKgC3lwGz9H1F/b5LrdLG89QDca6K/omtU5N27+mBsBwOd+i+e1ueBv45gGQ3ugrIiKjT7W2yFhS9FoX1mmQMDWF9wXo89pDkwFvXV2R57RuHUc8/CuOAN5hS/48oIC3HPwdvC20QyjmfPVFwKQvaNxQH08FvL19yYC3DwItI3jGIiKZcga81tqLRvJERKSAUgLekjp43YA36k1sKSXgjTRO5F02J0QNfRUNhQ/YSPmD2qqq9IB3YCB3I0jaeIYqYKAbom4nd1UAalvT9q9x32u0MYlm3HaEti7YOgqmhF+siIiUlWptkTHGllprFxnw9vambpbcwVvjvUYNIc3gLRN/B29jot2701QLFekL4jU0JPjM6js4jH/T9JXn4Us7wGf1ixGR0ZdzBq+IjDGlzFEtdUQDEIkOrYP3jcO+w0ze5SO8yYPbfqX4Azcygzt4KyudL8icz5vvODrWeBuaaiCQ3gKSfB+wlsnexnX9WmhNREREJJ9yNVP0r0fAW+2Fi9WENYO3TPwdvI3xDu9OS1PGvg31ll14kTO5joanXoM316rOFpExId+IBhEZS7IVDo+9Aw8vgVN3ga0n0d1TzeV/mMeM6X18/pwiR4PZCPziIX4R6aGXBi7j2wSDzYWPc1UGvc+JohFb9HEbm4yg1v03OV83Ekmr4VMGj2iga523oakaTPo7BH8Hb0oy4NWlYyIiIiLZFTuiAUobh6YO3jHP38FbH/UFvM1ZAt6GwY0UfaX97YiIlEnBgNcYM8Fa215oPxEps8EB78puOPVmZz7UTS/CP8/gV3efwi+v3AeA7XaNs/c+gSxPNFgEe+OLfIf5APzBnE0gUHzAGwx6rxGNKeDNZfCIhuS/fX2Zj/tljGjo8AW8zTVQkX55YPYO3r7SOsBFRGTEqNYWGSNKHtFQpH7vedXBOzb5O3hrI96ieDRlC3jNoEaKgdL+dkREyqSYEQ3PGmNuN8YcakyxS4WKyLAbXDjc8YoT7gJ0h+GiB1PhLsBVVyWKe95EGPqjqbuRYLGrPjiCVd7/LcSiCnhzydbBW+VbbLf4EQ2D5oKZ9BV7swa87flHNLz7Lhx2GJx5Zu7zEBGRslGtLTIWlGtEQ996BLyVlVjjvGWvJE6oN1b860rR/B281SFfwNvSkrFvQ2NFesDb3q8OXhEZE4oJeLcF/gScCiwxxvzCGLNteU9LRDIMLjrvWJR21z77LtV4xWZdbby4542HMANewBstMeCt71rBMfyDk/k72616rKRjNya5RjRke9wvc0SDL+Btrs/YP+uIhrb8Ae///R/cdx9cdx387Gc5dxMRkfJQrS0yFgwO6ZaugyOvha/+E7oGBbqljGgIAps1s85MpJ0JANQVW24bQ6LKWxwj3ldCsCxF8we8VQO+O82tGfs2NAQGdfD2aQaviIwJBQNe63jQWnsy8EXgdOA5Y8xjxpg9yn6GIuLwFw5reuH1NWkPm3Cc3XnOt6XIgLffuyapn1oqq0pbe3Hy0mf4B5/h75zCEct+X9KxG5NcIxqyPe6XMaKhNgA7bwIzW2HTiRn75+zgzTOi4dJLvds//3nO3UREpAxUa4uMATYCNpq+7YcPwDPvOU0VJ90Ecd/VcaV08B6zA7zwTbZpfp9z+C1QQsAL2CqvIyDWl6MjQIbM2vQRDUHfSA1asgW8lSXV2SIiI6WYGbwTgc/hdBWsBr4O3A3MAW4Htizj+YlIkn9Ew2ur0x87YzcW1M3jld/vlNq0alWRz9vnfUrdRz3BYJ59szC13gzYypiKzlyGbUTDITvCAWc5G4KbZ+yfd5G1HHbaCV55xbvf2Zn1ijQRESkD1doiY8DgOmltHzy0xLs/oRba+mBqo3O/lIDXOkVe/4BXZBc9ogGw1VXgBpB2QB28w62vzwl5AWprLabbF9a2ZDZTNDSaLCMa1MErIqOvmFa9p4Em4Ghr7WHW2n9Ya2PW2gXAH8p7eiKS4r9s7DVfenvqLnDJYTzQdAydeJ8yr1xVZCduT3rAW1WVZ98s/AFvMK6iM5eCIxr60juykzI6f63vkkBTk7F/MAjG2Cyr++YuPBsb0+8/pkkbIiIjSbW2yGgbXCfd/Zp3++Obw02f9cJdKD7gtVGwCRIJQzjs9VbVZJZwufmK83i/mimGm797t7ER6Pb9bluzBLwNznumEG4hPxCD3s6ynqOISDEKdvACP7TW3ubfYIw53lp7u7X212U6LxHxs4n0YM/fwbvjNAAenp/e4LNqVTH/8wZ6vaqmh0aCwdLWd6mo9VLKyriKzlwyZukyqIO34wGIHwWB5rTjMoLhhK/orMhs/zDGedPw/sBm3MFnOOqz7xHcrjXv6r5dXen3P/ig0HcjIiLDSLW2yGgbfIn9c+97t4/aPnP/RLEBr1PIDQx4dXltrVOvFSu8/1784++GMNV0hkto/ZWi+OfvNjUl4K4vOTOXu0OwaebVcg0NAE4X7ww+dDa2dcBmMTBFvv8SESmDYlr8Lsiy7XvDfSIikkfCd+0QwCe2gZPmwE7TYPYm9PUFmf9segGyZm0lsWIW2vV18PbSUPqIhjp/B68C3lwyZukyKOANxyH8asZxGcFwWgdv9iK/psawgk05njvo/vFn4Ow98q7u6y9soYTxHiIiMhxUa4uMtsEdvIt9zRRzNs3c3xa5yJqNwHPvE7/7DQ7mAaayqqT5uwDhX3+Pk7iV07mB5eFNSjtYCkrr4G2Iw5QG2GYS7DoDqpsz9ncCXjSmQUTGnJwfMRljPg0cCmxqjPmt76EmoJjYSESGy+Duy8/s5Hy5HvvvTKLRQPoh1rB2LWxSqA7s7U3dHEoHb8AX8FYV282wESo4oiFcCdF3gb1yHldVBdy9ANZ1QXMNfGIONGS+lv+yv1DycsA8RacCXhGRkadaW2QM8ddJoRgsaXNuG+CjUzL3L3pEQxj++AxN9yzmAf7GidzCU7UnlnRqdfVeT9ZAkbmyDBJ5CypnQEVmup7ewTtokeos49CSAe+VnMN+O77JGV99C2a0uF3gmYGwiMhIyXcNwQpgAXAk8IJvew/wrXKelIgMUuAT4bo/P8Lj/IGtWcKp3MhDfAKAlStLC3iH0sHrH9EQTORYKUwKj2iIBiD2ntOp7btuLz0YtvD7x+F597LBBz8BMzNfKy3gDbn/N2+jTheJSR+ynEgo4BURGSWqtUXGCn+t/dZaiLtXzm05ARathKffhXfa4aSdYe8tSxjREIE+rwjsobHkDt6aGi/gDYchHodAIM8Bki7RC913QPX20Hh0xsPpHbzR9AezjENLBrzXcSZrpr3FGcf93X0ddfCKyOjKGfBaa18GXjbG3GStVReByGgqFPB+sJLdmQ/AtryVCnjXZF+3K91WLXx40qHcccvWvMJOJS+yFqhXB28xCo5oiAScNwvxVVC5iW+7t091VRx6fD/j5syFHyBHBy84f0eB9F9w36DpH6CAV0RkJKjWFhlD/FfL+Rcz3n4q3Pc6/PFZ5/42E52At+gO3vSAt5cGaksco2sqKqmtjTIw4HRhhEJQX1/ac2zUIm86v4fwYmg4Ekz6lEp/o8PEuh5Y3QONNVBbmXUcmv9n39Pruxwvzzg0EZGRkG9Ew23W2hOAl4wx/rf/BrDW2tllPzsRceRZIAtgeXAWu7u3t2JpantHRxHP/dGJLPvsZ/jmLZ8HYK8SO3jTAl6rGby5FBrREEmO2IilB7zpwXDMWfQhqdU3+8snGfCeznVM+fWtYNrg63vBAX0QaE3bd/ACa+B0fouISHmp1hYZQ/zNFEvWebc/MgUm+lpu32l3/rVRsEUsqmXDGQFvqR283Ho/v0q8jyXBtZxJf/8cBbylCL/p/GsjEFsJwfSZyv4O3p36n4WdLnPu7DkTnrwo4+kafOPR+vp9b5wKvF8TESm3fP9FOsf99/CROBERycNfdP7lOecysZmtcOQOMHsTlsW3SD28Te0ycOdzFQx4bQJs1AsXoeQRDYE6L6VUwJtb9hENFud9PITDyYA3ve06LRjOCHgnZ32tZMB7CA8w+d9POHcO/Qjsn9lZMHg8A8Dq1c7ohopiluEUEZGhUq0tMlb4a+3aIGzeAh90OfX2JF+auqzdu21DYLIshuBnI9DrFXM9NNJaYgcv9zzMN8L/BuAp9mRgYE6JT7ARs3GIvuPdj76bEfCmdfAGfOF+Q/ZflD/g7e3zXRmnEQ0iMsryjWhI9nC1AQPW2oQxZlvgI8D9I3FyIuLyFwxPLod7X3dubzcFZm/CkoGZqYe3rPogFfC2+2rQrKyTOkajXpJXasBb2VDDs+xOiBpiwRoOKu3wjUa2Dt6qYBhw0thUyB5PD3j9wXBt5QD0u7PBKgw05h/RUMzqvtk6eGMx529nUvYGYRERGQaqtUXGEH+NdO5+zlck7syxWulr8fQHvIkQVBQKeIehg9d3yVcNIfo1CaB48XVOp3VS7D1gz7Rd/B28Lcb3+23K3iadDHj34Cl+8975sM9bsNsMuHqXYTppEZGhKaY/63GgxhizKfAQcCZwXaGDjDF/NcasMca86tt2oTHmQ2PMQvfrUN9j3zPGLDHGvGmMOdi3fVdjzCvuY781xrf6kMjGIuEthMa7vrbcmc7l9m/0bJnaNM1619cX7uB1UsdobOgdvMG6IPN4lv15jJOb/lXawRuRbDN4q4PeUsiRSLKDd3XO4xrjvq6CxmoIZH+HkHwfsBZfh++67AFvtg5e0BxeEZERNKRaW0SGkc2SmlYFoLoSZjRDpfu2eXWv92F7MXN4h2EGLzXeAdWEGRjIs6+kG9Q4MbjOhvRauMX6au3mxqxPmQx4awixR/RJeHOtM7pDIxpEZJQVE/Aaa20/cCxwlbX2GGD7Io67Djgky/bLrbVz3K/7AIwx2wMnATu4x/zeGJNMnK4GzgK2cb+yPafIhs1fdPq7CDZtJpEwvNq5VWpTa/8awBnl19E+aPWsjOeNwO+fYpfLruB6TmMPnip5kbVK33UA0ag+f8kl64iGSq9CD0fcH2SiN22RBn/A25Ro8+4014DxDfH1ST5/WgevAl4RkbFqqLW2iAyHxIBzKX8ulRUwzRf2rXZr8WIC3rjv6iugj/rSO3h9q+eqg7dEsbXp9xOdqSsYk/wdvE3W1x2TI+BNzj9Ob6To04gGERl1RQW8xpg9gFOAf7vbCkyTB2vt40ChC8STjgJusdaGrbXLgCXA7saYTYAma+3T1loL3AAcXeRzimw4kh28sYRTQIAzunVyPR2dNXQmmunFqTYqYxFa6ASgoyOR/3ltGF78kOkvPs9p3MhmvF96B69v/2hMQ1tzyT6iwXtj4J+DTNwrRv3BcKNvO001UJE/4M3o4M3SWZBtRAMUuUCfiIgMhyHV2iIyTIoJ5qb6RjEkA95EEa20vd4n6b3UY6kovYO3Wh28QxYfFPBam7Hehb/ZoT7W6d1pbsr6lMEgVFfbLKPQlLyLyOgqJo05B/ge8E9r7WvGmFnAI+vxml8zxixyRzgkl3PfFHjft88H7rZN3duDt4tsXJIFQ1tfsjnXWdE3GGBNWz1gWMH01O7TWQFAezEdvIMuGyt5Bq/vLWgspg7eXLKOaKjyCsHUiAaAuNep6z+uIerr4G3K/e4ga8CbYwZvrg7egvObRURkuAyp1tY4NJFh4v8A/JVVzoLGD70NH/o+BZ/q7+B1Gy+K6eDt8Qe8TkhcegevV/Opg7dEg0c0ZNnm7+Ctj3Z6d1qacz5tQ4NhHb61MNoHIN6Tc38RkZFQMOC11j5urT3SWvtr9/471tpvDPH1rga2AuYAK4HfuNuzFZI2z/asjDFnGWMWGGMWrF27NtduIuNLIgzWvbRrta9wmOwUiavXOv9+6PvsIxnwdnQUCnjD0Lt+AW8wCJ/lJr7J5Xw7comSwRxCvvcAyc6NqkrfKAZ/wBvLHvDWx/xzwbIv/AC5RjRkv3RMHbwiIqNrPWrt69A4NJH15++8fGo5fO9+OPnv8H9Petv9IxpWlTCigQjsPZMPN9mOl9kZQDN4R4q1EM9S0Obp4K0J+wrjppacT93QAFGq6MLt8k1Y6OhOX9BNRGSEFbz8y13N91xgpn9/a+2Bpb6YtTY11dwYcw1wr3v3A2Az364zgBXu9hlZtud6/j8BfwLYbbfdCiRbIuOEv6tgjW+xNbeT4IMVTmGRrYO3o7NAE86glX17aCw54A0E4AdczPa8DhYSHx5FxYQJpT3JRsDfbZHs3Kiq9H63uTp4/SMaYi11cOT20BWCnb2F9QbLvchab8a+fb4/rwkTvHxeOb2IyMgYaq1trX3cGDOzyJdJjUMDlhljkuPQluOOQ3PPJTkO7f7SvguRccz/Abi/mWKKbyzDUAPeqfXwj9P5v58fxK9+uw+gDt4Rk+jNPlvZV2dDegdvTdh3p6WVXJILra1lMs24CfG6PtiqDwK5O39FRMqpmPletwN/AP4M5Jk+X5gxZhNr7Ur37jFA8pKyu4G/G2MuA6bjdA88Z62NG2N6jDHzgGeB04Cr1uccRMadtKLTH/A6lcXzC51g90rOIXHsbI75/If84/BjAejoKNCkb0MZIxpKXWTNGAjjLf4Q7wsVNftlY+PvtqitBRJhqqtyzeDN3sHbtd0suOB4505V4YA37dKxjgGI9TrdDL6rb/2dxdOne8GuOnhFREbMsNXarq8ZY04DFgDfsdZ24Iw4e8a3T3LsWRSNQ5ONXVozhe+2P+DdfTP4yjynwWKu25eUKCLgtU4hNxDyOijWZwZvDSF18BYrkeMytUEBr7+DNzjgS89bcjesJAPeNiaxNUudO8kFjRXwisgoKSbgjVlrry71iY0xNwP7A5OMMR8APwH2N8bMwRmzsBz4MoA7b+w2YDEQA/7H2tTHbWfjXIJWi9NNoI4C2bgkcnXwOpXFcy8678OeZ3cmHvc29XMHGAjUQxz6+iqIRMgd2tow9HoJ4lA6eAHCFTXgrucW6xlgCE+xwcvo4E10URX03seHw77/O050Opd4mcq0Dt7qKt/fgsm+wBp4AW+MIAPVDdSGe91Lx/ph8gAYr3XEH/Busgm86n7spoBXRGTEDKnWzuFq4Gc4tfbPcMahfZ5hGIdmjDkLZ5QDm2+++XCcq8jYkKvW9ge8e850vvyK6eC1TiHXP+BVxyV38NZ6B1QTpksdvMVJdObY3pWqsyG9g7cy5iu8WyeSiz/gTWnPvqCxiMhIKSbgvccY81Xgn0AqCbLW5r2A11p7cpbNf8mz/8XAxVm2LwB2LOI8RTZMNvdlY5FIgJde3SS1ae6cDzEGWppDrGt3isGODpg6NcdzJzI7eIcS8IaM18Gb6FNbQTb+gNfp4O2iqsoLeNM6eK11ugsqp6V18FZX+eZ6+X7mg1X7st/5u53EJw9YBpProbrSeRNTkTvgTdKIBhGRETOkWjubco5D0yg02WDlGtHgX1gtm2ICXrfLd2DAe9tdcgfvTjvx1JzjeGLhLJ5jd+ao1C5OPEcHr7UQXweVU0kk0gNe+/DZkIhCdwi22DbnU+cMeLOsdyEiMlKKCXhPd/89z7fNArOG/3REJIO/UDhhZ/jIFKe7YPfNefK5zVKdn1tu3sHkSU6K2No8UFzAGx+A/mjqbh/1Q+zgrU1dVBrvVWGTjf9yOqeDt4dqf8Drn8ELEFubEfD6O36LDXgfnHMGn/zGg96GRB/4ZvP6n98f8KqDV0RkxAxbra1xaCJD4K+11+bo4M2mmID35WXw+Nvs/YZlKX08zZ6ld/DOm8cjh36dHy7cF4Bt1cFbnFwjGsBtpJhKX5+T9wLU1cWprEwAAZhUD8Hcv3//DN6UdQp4RWR0FQx4rbW5Bz2KSPn5C4VdZzhfritOm5e6/an93flPCcsmdW0sceev9mauq+Xp9QqfXuqxVAwp4I1W+Dp4877gxitzRENPWgdveHDAG3dW+PWPaJj58H9h/jvQVAMnbeeshZ6FP+DNeN5Bl44NnsGbpA5eEZGRMdRaW+PQRIZJsjaKxp2QDpzhJZPq8x+XKNBKaxPwzDtw0YN8mQeJ0M7T7Fl6By9QV+vVjFpkrUh5A951QHr3bmNDLH2fPM0UyYD3Rk5lx9Nr+PTxK2Bmq0Y0iMioKhjwGmPqgG8Dm1trzzLGbANsZ629t8ChIjIccnwSvK69lrsf+Ejq/neOvh+2vxQ6+rk98Gem8SFQKOD1VhXoxalUSl1kDdwZvK54n6rObDJHNPRSFYzzfS7m61xFxYMV8K+94Cg3tY2vBdI7bKc+9Swsesu5s+fRxQW84UH/N59I//3kGtGgDl4RkZEx1Fpb49BEhkmy1m7r8yZQT6yHykHLBl9wHyxd54TAN58CmxRoxc2ymDEMYQYvUF/vBbx9yhCLE+/O/VjMqbP9C6w1NUbT98mz3kUy4H2F2by6xSo+vftTzgZ18IrIKCpmRMO1wAvAnu79D3BW+1XAKzIScnwSvGqNd9nQR7ZZyzZz+p3CFGix60iunZK3CKwHLjuCf925JQ8+uQ3AkDp4IwGvFSHRr8Imm8wRDb1MXLWci/mhszEEnHcvHLKdMys35nTw+gPeSn9K3Jx7Zd/8Hby5A97Jk8EY51K1nh6IRof29yAiIiVRrS0yWqwF6xZpuRZYS3pqObzhBIOs7YVpzQWeO5w14B1KB299fSJ1WwFvkRJ5Al63kcLfwTuldh08+x4010BrHUwq3MEL0Nvn645RwCsio6ii8C5sZa29BIgCWGsHyL7iroiUQ45CwV9MNDWGob4Kqp0wrzoRph7nuLwdvPUGPrcLj+xwMr/ja8DQAr1owCuArKrOrLJ18G71wKD37p0h+H9vOrcTHWAjaSMaKv0L2LXkXtnXH/Bu9eGLcOLf4KA/wkUPZnTw+gPkujpobfWdTmf+70lERIaFam2R0WL7vSGshQLeib6RDev6wcbBRjL3Sz139g7ekgPe995jnxsv4VZO4HK+qYC3GDaR0dSQJt4G1qZ18O4YeBWOuBb2vRpO+TuY3G+KFPCKyFhUTAdvxBhTi3vBijFmK3wr/IpImSULhSVtcNJNzoq+O29Cz8H/k9qloT7itF5OrIcVTqUymbX00ZA/4HVX9o1Gvc96htTBW+lVqrZfS/sOlkikd8rW1AA9XUx96rn0HT8/11lED5w3G9H3CIe3Tj0cSAt4J5GLP+AN9vfBC+585ulNXpeKa/B5tbZ683c7OpyuXhERKSvV2iKjxR/ItdTCkds7Qe9O0zL3neCbrdDuhoeJAQjkmG+WyN7BW/KIht5eNp//EJsDi/ko92oaWmEJd/W0tX3OFXLvdcIem8NPD4ZABdgYJDro7PSuiJtStcY7vjn//OWMgNdaZ+HqJv1yRGT0FBPwXgg8AGxmjLkJ2As4s5wnJSIu/6fPK3uc4uS9TggYevf2ismGerd4nFiXFvAuZ8v8Aa913j9GY95l/EMJeJfU7cxt644nRA37zNym9CfYwPlD1NpaqKgAXn+HQMSZ9dVOK0fu/Dzzf3Vj+oHRd1MBryFBRY8vnG3Nnbz6A962Ct9+a/vyzuCtroZm39WGXXnWphARkWFzIaq1RUaHP+Cdu5nzlctEXzK7zj3OhoAcoxpsGHq9gLeHRmAIHbw13pVytQyog7cY1n0D9JP/wH1vOLdfXQU7bQInzXHux9bQ1eULeINt3vFN+VP4ZMAbJMLP7zwK7lgDsQR8+NNh+gZEREpXMOC11v7HGPMCMA/ncrFzrLVtBQ4TkeHgv2xstW9I1NRGenq9gLcxFfB6nzZPxpkt1dvjzOLNfO44WCdgjPjmtA5lkbUHJ5/Mr9//HAAL9nyXIS0HvgHLHM8QgkXvp7Y9wgH0RLN0CkTfTY1oaKYLk/xbaKqGqiyXDrr8Ae8apnh32vryzuCtqUl7D5E2vkFERMpDtbbIKMqx1kVW/oC3zdfBm/O5h2mRNV8iXENIAW8xEr1O08tdr6Zvv2WhF/DG19DV5S1YPTHgW2G4JXedDV7AG6WK+nAXxGPOhs5umBQDU0wfnYjI8Co4g9cY85C1dp219t/W2nuttW3GmIdG4uRENnr+roK0uWD1afOe0jp4XcmAt6/PW3U3jQ3DPYvhwD9ywX8/zze5HBhaB29lpRcgx6I5Xm8jlm2BNRatTG17kV2IRAOZB8Y+IBx2FtWYQLu3vaU278q+/oB3tZ3q3VnbC/HcM3gHB7z+8FdERMpDtbbIKCplZmrODt4chmuRNXXwli7RC3cscrpq/Z5617kaEiD6ftp6E63Gd6epuIAXoCPoWxejrS9/6C8iUkY5P1oyxtQAdcAkY0wrXgtgEzB9BM5NRPxF52pfwDu1MXvAO8GrGFtxPoXu7Y2T9X/qNgQru+HVVXyEVWzJ3oAC3nLwd/DW1eF0iyxaldr2IrukdVGn2IQb8FakB7ytxQe8HfEWZ/G9cBwGYtDbCb46dPCIBnXwioiMDNXaImNASQGv72qrdjfEs6V38PprraL4DlAHb5ESvfDih9kfe+Zd2LwFYu/R1eld6diCr4O3tSnv0/sD3nWByWzKe86d1NVyjUM+dRGRocp37cCXgW/iFJgv4BWd3cDvyntaIgI4xUnS6vSVfXuWeyleY4ObxDVnCXh78nTwZpkLNrSA17sdVcCbIXNEQx+8tTa1bSFzmD6wFq54wunsnVAHlx6Otd74jPQO3rq8l375A95wtAomN8AH7kDd1e2weRyM87yDRzT4j1UHr4hIWanWFhlt/oD3pw9CZYWzoPGJc6AhfW6ZnVDnDT1LdvDmHdGQ2cFbW+usi1yStIA3TH+v8+G/5JHodWbuJn35486/O24Ce7vD5BJhOjsGcD5ng6a4b/GJ1ta8T+8PeNca3zi0tergFZHRkzMhsNZeCVxpjPm6tfaqETwnEUnyzwVb45vBO6WB3teydPC2egFvMhDs7R10aVJSYiBrV8FQZvBuFX6dQ7meWgaYencLHKwFBvwyRzT0wcvfpu3lMKcddSCrmMZHIu/CLx52dprlLPgQi1VgrfMuYJJpc9dXB1ryr+ybFvCGgzCp3gt42/qcbhPT4AbI6cdpRIOIyMhQrS0yBiQX47IW/vKcc7UTwPGz03Z74+1J/Oi7+3A77oK469xP7/ONaEiE4OBtCS3v56EHZtDOhNLn7wIYg60OYsLO2hnx/jDW1pYeFG9M2lZ5oxiqAvCjTzr/DtLV0UMy4G2I+gPelrxP7w94V9tBAe+g9S5EREZKMYusXWWM2ROY6d/fWntDGc9LRCD3DN6pjfT2Zwl4W7IFvJasbPaAdygdvDMi7/BdLnFO89l9Sn+CDVzWDt66IIGPNnI/hwLwRnxbb6d3OyASJxzxfsfLqreBs/aCjgHYxbdvFmkBb6QSZvoC4bV9kOiHioa0EQzV1U5HiUY0iIiMLNXaIqMoWWv3Rrxwt7YSGr1iylo47gsn0PmOVzfH14UJQIERDWH46cGsfr+Zwx/4FgAzSp2/6zK11eAGvNV2gHC4tvRRDxuTRC+cvz+8sgoSiazhLkBXp1ek14e7vQcm5O/grfeV1ivi07w7yUYKEZFRUDDgNcbcCGwFLASS115bQEWnSLnlmsE7pYGeXi/8a2xwC85PbQvPfJ35b27LqaefDZB7Tleif9hGNMSrvGq1Iqy2z8EyZ/A6G6qrvHEWndFG2LQJPuyGuIV3O4hM8toD3qjZCX74CedOMP9oxoyAd5KvCm1zA14y5+8OPlYdvCIi5adaW2QUJWttfyPF5Ia0OQpvLpnEa29MoYowZ/FHOmjlyE++z6l0Fx7RAAyEvOJ6SB28ANVe3Z9caE0Bbx6tBs7dr+BunV2+8RcDvqslJ0zKe5y/g/fD2KCAN6EOXhEZHQUDXmA3YHtrbY42QBEpm+QM3oEodLlpW2UFTKzLvshacw0011DTXUXC6SugtzfH9VvD2MEbD3rFkVHAmyHriAagyhfwRiIB2GqSE/ACLGkj3DQz9XhV0Dfb2OSv6NNHNARgsr+DtzfVWTB4/q7/38GPi4hI2ajWFhktyYB3dfooNL+Hn3Bmtkao5hrOAuCtl1dxKn/IP6LBfax/wCuua4fYwUutV9wlF1qbODHP/hu7QiFrwkKFoavbVzRPqoeeRugcgAn5f7g1NVBR4TQHfxjzNV6sVcArIqOnmID3VWAasLLM5yIigyVn8K71teFOrocKkz3gzXI/Z8CbYwbvenfwRnRd/2AZIxrefgdsB4HpzRhjsdaQSFSQ2GoiFY+/4+y4ZB2RHb3LyaqrY96TGF8xmkV6B28FHLUj7DjN6UjZamIq4PWPYMgW8GpEg4jIiFCtLTIabBSsWwsPGoXm95Ab8PotfmsykUiAqmCeDl436BsY8N5yD7mD99uf5ZcXNfP+uom0MyH3FXrizNTINibh1pfhxhfgnXVwzj7w5Xl09XiFb981Z1A/2f3BNuYfh2aM08Xb3Q1r8M3g1YgGERlFxQS8k4DFxpjngNTbfWvtkWU7KxFxJDt4pzbAQ2c5YxoiTidnT6+X4jU2pCdxaQFvX45Vdm0/9HrHJUc0DGWRtUSVVxwp4M2U0cF7wQ3w38WYgOGIyrncHT0CgNgWU0j9+Je2OeMVXP5xDqV18FbATtOcr6SE01GiEQ0iImOCam2R0ZBrrYsp6YvZPvvijIxDY7EAby2dyI475gnzVq2BSx9g+ropfJUQv+d/ht7B+8XPcPs1M3lp3SZAnhFsArafBx/ZkvdXNHPaCS9TWekuOL2uD55737m9pA1r00c0NDf5Ct+KwvMvcga86uAVkVFSTMB7YblPQkRySBae1ZWw0yawk/dQzg7e3giNXWvYmYUsYja9fdkXFRjODt5EtVetBtT2mSFjBu97bc6duGVd9RRw1swgsrk/4G13xiu4ftTxPfjik85CeudvCTvkfj1/SB+NVpBIGCoqfFf+akSDiMhYcuFon4DIRinPWhdJvb1VfLiyCYDKyjgH7bOM//fI1gC8+sYUdtzhnezPbS2saoNrF7AlcBYf8Hv+Z+gdvFRSX+fV7f3KEHO64boYk79wMxVM5T83BDn0nmkQDMDWvrm677TT3x8kHncaYWpqolRX+5sp8l8tB94c3qVsxbLrL2DLXaIwoVYdvCIyagoGvNbax0biRERkkMQA2HjOh3MGvLN/Q3NvhIX8mhY66O1rwtq0tSIcwziD1x/wVkQV8A6WNqKhxsIqb5Xetuqp4D4emjGV1FuKpW1Eol7Au0//w3D3UufO1xJ5X6+iwvk9RpPBcSRATY1vxEORAa+yehGR8lOtLTJKEr5QN8eIhiXLJqRuz9qigx90/ID/4wVa6eC+e8+FYyNkLbRtGPq8QitZZw+5g9dUUl8XTd1VB292q1bBeWdFWc0DAPS+WM/r7/ySj263zhlTlrR0HZ3dvu7dxkFFb4Gr5cALeCNUs26TLdly6gpngwJeERklOa7dBmNMjzGmO8tXjzGmO9dxIjJMEvkrt55eL+BtbPAFvK1e5TiBduLxiuxBXaIf/u8YuOEkvjnxT6zEueRrKAGvrfaKoMpoJM+eGyf/iIamyi7odgv+YAV91S3efhMnQo37uVtbP7F13i9uQmyt9yRTfeMWckifw+vr4o7EUys++/8uih7REH4T4u0FX19ERPJTrS0yymyuEQ1eB+/bvoB3m1ntbFq1iq1ZykTa6Vhm3XmvWdppBzVSJEehDVcHrwLe7O6/H2bE303dX8aW/PHGuc6dzVsg4AbxK7rpXu2F8lvVvevM6P3PW/DqqpI6eCG98SY5Ck1EZKTl7OC11jbmekxERoC/q6AvArVBqHAKEWvTCwl/wUdLLbzfBTgB7zJm0dub3pnpPMkAzNscgDsvOIEBnIpzSAFvjW9Egzp4M/g7eCeF3/PuTG0k6BudEIkFYcsJ8PoaACqXOaFuDQM0xd33+sEKmDS14GtWV0Ov+ycUDgXg0N85lx92h2DNX4EhjGiwFnrvgtq9oW6vgucgIiK5qdYWGWVFjGh4a6nX9bntrHXUrfbePkfWRrznqUif20uiH3ozr5Qbcgfvr//Mxc8+yXep4Ef8jL6+g4f4RBu2Z5+FmSxP3V/OTOY/67zfIRiALVrhHadRYWCx9zna3OBL8PW7nDv7zoJH1iPgVQeviIySYmbwisho8HcVnHUHPLIUJtfD744htOs2JBJOA351dYxg0HfJfkt6By9Af28IJvmSO2vBeuldxNfhOZRF1qiqIoGhAksgHoN4HAI5Zv9uhPwB78SIP+BtoKrLG8MRiQbgy/NgIApbT6KjZzMANvEvrD6lAQKF2z/8nbiReBDa+6HL/Z2vXQuThjCiIb7G6f6NLgMU8IqIiMg45m+m+PxcWNbudPJu2pza/PY7voB3q3U0+Opb2xkCarIvqpVjFNqQO3jffpePtL0AwDRWqYM3h2efhX34MHX/fTZj4avT6OsLUl/v1NfJgDf2Vkdqv+k1a7wnaa0FU/gNkT/g7esOOH87bX0wrREmRsEMoWtGRGQ9KOAVGasGzwWLJWBlD9QE6en10rv/z955hsdRnW34ni3qvVru3cam2YDpvXdIqGkkkEASQgqkkpB86Q1CCCkQQu8QekKH0MFgwIB777J639Vqy3w/zu6emd1ZaSWtmv3e1+VLU87MjrRr6Z1nnvO8tvxdsAm8pajCxdflB6wCbzeYWhQOhnSxOhAHr8dr8Ge+TQgPRxy1nYMiERF4LVgjGkp82/RKdSHZfp2NGwh44DML4uu+Z5W5azw7bMekkwtmj2gogMoCaIzegNQ1wB7OAm+vEQ3BqDgd3KzyoQ15jwVBEARBGKNYHbxf2M9xyDpbREMTeT369jkv0EF7RzFFRQ5qa4pmxgN28Fr6XeTiF4HXAZ8PPvkEzrMYI2qpIRx28d7SCRx16CaYrt9P98bG+PJ4z059otICh+YlyVgF3v3+9Xf4+mtq5cazYKYf3AMUeJ0c4YIgCGmQMoNXEIQRJtW0seoC2zSgwoIEm2WJFv/iDt6uBKUuYepQMKh/FQxI4PXAVfyJH/AHXj/iIvD0XRTtTlgdvMVdFoF3XCFZWQkOXgux7Fybg7e6EFz9FHiDBVBhKRQb1OfCKYO3VwdvaKv6agYh3IggCIIgCMKYxexbJd1WWxRfnjyxDVepLpRKaWHr9iLnvhmZdvDmaYE3h+54DJegWbZMTSKsSRB4Ad55f6LaYGm0lr1Nu3ZrsAi840rTej2rwNuerYVjGrsGHtPQ/RG03TGwYwVB2O0RgVcQRiuRDvU1HIEGey6YVeBNcvCWOkU0JIyJdMC6Rpj5O9jnTzzsPyu+a6ACb4xgyK06BwtxrA7ewg6rG7eALIsSa43KsK7bBd6C/jt4gwUq3iNGfTOYZv8zeK2N3sItCIIgCIIgjFkivaukkYjB9lodlT1hXEdSnb1le3G/IhoG7ODNsTt4OzoGeJ5dmA0b1FfrzLeYwLtyTYXaYBF4i+p1lENFuE6fqFqP6Q2rwNuaZTmmscsWhdcvgptUvR2WN1gQhP4jAq8gjFZiAm+zH8LRRlwlOZDtoaPTIvDmJYi3xckRDV2dCUVGpAM6AtAegNoOKiJauBuswBsKucDsST14N8Tq4M1rs4i14wrJthTsgQSBN9QZxiCSENEwEIE3P8HBqwrPfkc0RCyibqS1z2sQBEEQBEEYtTg5by00NOYRisaYlZb4ycsLQrHdwbtlW7GzEzjih05teOhACcUDdvDm6gPFwevMxo3qq9UYsYPxAKxeHxV4Z1bE95W26vq6LGAxMYzTY3rDKvA2eyr1SmOXev8HQjwObePAjhcEYbdGMngFYbQSE3jrLE9wq1VxaI9oSMPB25XgqI10OLoKDGNg0blWUVgE3mSsAq/HE4bCbCWwVxeSla1vFOIRDZc9Au9u4aLt7fyMjXYH77giMPru7GttltcTzLM7eBs6wfQTCOjPSp8RDRE/RCyKrzh4BUEQBEEYq5gRPY3+6VVw67uqke3xs+BTewH2eIaJNe1qIaGZ8dYdxRCxTO+Pn98PXcH46uAdvFrgFQevM5s2qa9OEQ2r15VjmmBUF8Cd58OMci755aXwnBpX2NWkT1RTldbrWQXeRsMi8DYM0MEb6YJw9DpCW4G9+38OQRB2a0TgFYTRSkzgrbfHMwB0dFmarBUm/DcuGbjA6/Wm1VMgCY8Hfshv2YeP2OexrfDZn8HCE/p/ol0Ua0TDzp9/k4qZh0AgBFmVZN2rFfWeUHQa4I522K5uJOaw2u7gHVea1ptkFXiD4Ty7g7fRB5Fu23X1GdGQKOiKwCsIgiAIwlgl0gVmdIbcmgZ4PeqYHFcYF3i3WwXe8ckCb9zBG9ngcP5OJRZX5vP0E1NYtmVPAPIH2jsrTx+Yi18cvA5s3AhZBKhAiaSmy8CfUwQ+aG3Lpb4hn+qqLjh5LgB17cXxY/M6LHVtzbi0Xs8q8NaZFlF4oBm8IcuDgnBz/48XBGG3RyIaBGE0YoZ1npfVwRsVeG0ZvKWTIHuuHhNtsubzFhBACcG+rgRHbbgDLLm8sWljA4lnACXwHs3/uIAH2WPjW7Bje98H7UZYHby5OdGKPNsDuVNtkQg94Wq1MFPneM1lFd/mzzx4zNVw2YEwa1Jar2l9L3tCeVBpqUKjDl7rdcVuOFJGNCRGMkRE4BUEQRAEYYwSsdTXttlyul7atkMLvBPiDl57RENdXR6YDmprpANOnwfXHMefp/2CdzkQGIzAq68rD584eB3YtAlMDM7jQWqvOAfj+0cxa5b+Qa1eX2kb39SiXNFeeshqj44zgKrqtF6vSH882BG2iMIDjWiwmifESCEIwgAQgVcQRiPWotPq4K1OFngLC13gnaHHHDwFdlzDj774AhfwIABdXeHk86dw8A4Ejwd8WELFfFJ1WrFl8GZbfjbucpvTNhCKOglm6wJ0AR+ygvl8ss+J8MuTYPrEtF7THtGQm+Dg7UoSeGOZcCkjGpIcvK1pXYcgCIIgCMKow1ZrWzJ0q7SQun2nbrAWj2jwuln7h2+zH0uYxVpq6wvt53I4f5dPF9gDFnjz7QKvOHjtRCKweTMEyeJhzqPwOwvgyiOYM1sXs6s3Trcd09Ss3NjVWBqsVeSDN703ySrwbu/JgMBr63XRph3mgiAIaSICryCMRmyuAoeIBmuTtQLAO02PcbvA4yIvV+d++RIFXrPT1vgh4wJvl1SdVqxRCHm5VoG3zC7ExgTehRPi2w7iHQCys0Jqg6vvBmuQKPDm2DN4o4WnzVkcnXGYMqIh0bFrBvtsTiIIgiAIgjAqSWWmsAq8tVYHrx6ff9JEPmA/NjKdusYCiATsfQrMkE3g6/LpomzgDl4tNouDN5naWuiJelcqyrsoiPYomTNHyx2rN0yJL5vBCMXNtSzgAwxMQqfOhwMnw34T0661rQJvvb8U8qI3Uj1haG1yPqg3rOYJMwyR9v6fQxCE3RrJ4BWE0Yi16Gy0iGgOTdYKCgBPBbjsDoL8PIvA63crMc6Vr8/fldmIBnHwpiYmpJbSTN7z70JNrsp4W1hmj2iIZfDuXQMeF4QizGU1pTSTnRUV6Y3+C7zBcPT1nv8KlOVBWS6YfrvwHH37Ukc0pHCnuAZ6pyIIgiAIgjBCRCyirkNDY4C6Bl3jjKvS4yvLdW3e0JRPKOTCE2nXwmDEbnTIiIP3gANo/vVn+fKPP8VWJonAm8AOS7uKuNsamLOH/oGvWluhFlbUwfG3sCr0S5Yxn0W5H+K5/Rx9gjRrbavA296RreLQNkcNEQ0NkF6qmibRTBFpBXex41BBEAQnROAVhNGItTC8+dPw+1NV8ekg8BbG6lBPFfToas/m4PV51VNgV75yGEQCjhENVnGvPyQ7eKXqjBEMQihqvt3H9Qner6rYDA6YBIuvtUc0BPPBcEGuF/YcB0tVtXowb5OVFW3GNgCBtyeYA1437Dteb4z0M6IhkiJfjvQaUQiCIAiCIIwa0nDwNjbr2rayQhdNXm+EivIuGpvyMU2DhqY8asrbgSr7ub/6KITC/KJ2PZfxNzooGrjAO3Ei7gsX8tiPPwVAoUyWs7HT0p+spjr6wzFczJ2nVdjVa6PT1SYWYwSVcWIWa6kpbbWfbEACbw5MzIed7Uro7Wrr77eQHH8WbgHvFMehgiAITkhEgyCMRqxFp2FAaS7MrVJfgY5OrcTGO7i6dWMuVjcwc8cHnM2j5NOpnAPh6FShWIdWhyZrAxV4vV7owlKx+qTqjGF1yY7PqtcrFUVgZCUIsS5wl6mVRfqx/385jfNu+y5sb0u76LQ1WQu6wJVrH5Aig9fjAVf0L0MopMVpxzgGJ1evIAiCIAjCaCdWw3T2gC9qish2Q5EuhhubtdhbUZlnPZpxlR0U0UYuPnbWF9in08ceij+7Cp5cwYXd92BiAINw8AL5eZH4cmenRLRaiQm8/8fP+Nd7J8KZd8BzW5k12x0fs3GjSzUeLsrBX63cvNn0cGTRYvvJBiLwdmbDYxfBlh/DB9+G+ZUpj3MkEtANtmNIvwtBEPqJCLyCMBrpQzhLimgAu8B7yUOccfPVPMqnmcomfH4vBLerfeFa9dXBwWsVG/tDckSDZLPGsIqoEzwWgbdKvV+2iIYe9Pt48QG283giIRhfBC77DUYqbMJxD+AqsA8wnTN4DcN+TXEXr6ODV4R8QRAEQRDGIGa0hrE1My5UhVCUhiaLg3ecRbD78TMsXTWBNkr4HPdQ11AAYavA2wERUwvH6Dp5MAKvx+siNzpDzzTtNebuTkzgncF6xrdvhLc3Q7tBXh5Mnqz2hcOwfotqtFY/ZU782EPcb9tPlmYGb36+/rh0dXkJe716g9nPJmsRB8evGCkEQegnIvAKwmikHwJvPKLBKvCWaLdmGc1K4A1FBd6Yg/f/ToBXvsqy637Ic5wIZDKiQYS/GFYH7zi3ReCtVDcKtoiGAOCKOninl3P//G8B0EUe759/sSoajQQnbgpsGbxBwMhXdwNt3bCxGVqaHDN4wSGmIdKtGoYkIoWnIAiCIAhjkXC0hqm31DKV+mG43++hq0tNh/J6obDMEnOV5cGNctOW0ezg4O2wibtd5BHBjdc7cDOFwktBvmUGnpRhcWqj/pVKGvTGKvWezZ2rN61ar9TeDWV7xbd9eflv4FcvwpPL1YY0Hbwul93Fa51hidndP4t1yig0QRCE9BGBVxBGI/FpYwH4cLuamh/NigLo6HRy8Fbo4y0CbyktqntvqBbMiBZ4qwtgXjVNM2bTEM0My5jA6+vnU+tdGKu7otqo0yuV6mee5LR1l8bXH5l2KYtYzN58TNecqWrjYBy8lz0Cs34PB94IL7zvGNEAdoG3uxswUziypfAUBEEQBGGsYZq6trE5eLXA29SiC6OKCjA8ViOFLpS0wGtxYIYbHWfKDca9S1sbHPwbPmjZg1Uo92mn+CnixBy8doFXxZ1ZBd7V61T9/UnuAvsJ/vImXPuqWk5T4AWHRmsxzAiYgeQDUiECryAIGUCarAnCaCT2B/3jWjjrTrW8/0R4+hIgRUSDqxgMj3JaJjh41/u9YAah7U4IW1ykQE+PzqbKmMDrlzljMawiqr3orAGcIhrK4uvdAQ/vsQiAnOxoPliaDl5bBm9M4LV8LmhqTSnwWq+pu5vUUQxSeAqCIAiCMNYwu5QAB7BoMtx2nhJ6J2i1rrHJLvDiLlczqUwzyUixvL4AQpaH+KGdmRd4s7JgzU4mAn6UACkOXk1M4K3CGoc2FbALvCvXKiPFu5H9qaOKauv442apZsdG+jdENgfv9jDUboUWPxTnwMndQJpisZOZQupsQRD6iQi8gjDaMEMQiTpgU3T17exyaLJmGOAqgnAzlNqdBZ/4o2pfcHPSywV69K+BwQi873EA3+WPTJ/bwdcv2Ok4rqsLnnkGDjoIJk4c2GuNNawxCBURa0SDmjaWFNFgcfB2d+v3Jic7GpGQ2CwtBY4O3jLLsc1taTl4VUSDOHgFQRAEQdhFsNYv4wrhtD2ShjQ0a+WushIwvOAqVFm7pXYjRUNjnnoYHo42w420Qpd2b8aaGQ9K4LUUZ7l0YxCho0Mm48ZQAq9pN1OMmwYkRDSsVgXv1voyfsjvuJ2L1Y7iHLjiMPX+WXKY+8Iq8Lre2QS/vk2tnDAbTvIDJemdyKnWjj2IMOR9FgQhPeS3hSCMNqxFZ53ztLGOLl3kxTN4QRWeAMV2Z4HPb7FzxmjxQzBMIJAZB+9K5nEd3+XJms/DYc7q7cUXw7nnwoIFduFzV8YqopaFLUVntZo2lizElsQLue6Ag8Br9D+iIRhECbyllmObOvH5dDZYrkX7TYpoSOnglRbOgiAIgiCMMdJ4QN3YqqPPKmKLsX4XCXV2Q1NUuQ3tgPBOVRtl2sFrGJCni7tc/BLREMU0VQZvIR1kE/2553mhUJkp9rDo96tWezAx2LGzkDu5iD/xHbpnjIebPqWE+zRnysWwCrxtHm3SoNmnDTvp4FRrm2Zqk4UgCIID4uAVhNGGTeC1LFdrJbfLpwVbW7HoilYZCc4C6/g4C64HX5AzvVkUcjIdFA1Y4LXGAYRCLjDDYPaAoQvRLVvgoYfUcmMjrFwJCxcO7PXGElYhuzTYqFeqpwAOEQ2GO+rEbrULvDmZcPBqgdds9qdsspYc0ZCiuDQjqktwmqKzIAiCIAjCiJOOwNuiM3ftAu/GpDq7vjEm8G4l7p/KtMALkJsNPnXePHx0dAz2hLsGHR2qXh1vde+W54NLORaqq6G4WMUYt7cb1NaPY/vOIkxcXMWfuOS5SnKKoo7rNHtdxLAKvM0uHbNGi1/VyOnS22w5d6HzPkEQhATEwSsIow3rE9x6yx/7qIPXNKGrSwt/VmEuXgAkZPAmOXhDkXh3X3coGC88B+PgjZ86HP21Eum2jbnrLvsxra0De62xRszB6yJMYU+L3lGlBN6kiAaI5/BaBd7cnKDKWDYcxHoHkgXefFtEg9nkJxxWU9A8HrtInxTRYM0Fa/XDhiYwTUwTXnwhwJIlaV2SIAiCIAjCyJNqZpKFhibtxqysjC7EBLxiXSgpB2+0GPe9Bb431LKDwFugJ+MNjDxdqOfho719kOfbRWiM+ids+bvlWhQ1DHtMw4uv74E/em9UVNhNUaGlGdogHLxNpqURX0sGHLwgcWiCIPQLcfAKwmgjYqnWrA7eaAZvIODBNJUw5/Xahbm4g7fEXnh2+SxqH0CnLmR6snMxu5Uom5UwLF1sAm8oKvCafkBXPS+8YD+muXlgrzXWiAm8ufhZNW4R88o3QiAC2eo9ShJiAVzqpiIpg7cfroKkJmuG3cEbadRFZ17CaZMjGqLfxMvr4JKH1U3LDWdwp/ElvvTNUgwD3ngDDjkk7csTBEEQBEEYGayi2YE3KvdEVQHcfWHcndvYotVY7eB1nilX35iPaSZEt3boWjtzDl5doOXho61tkOfbRWhqUl9t+bsVJbYx++4Li6P9iv9197z49r32qLe/b2nOlIthFXgbItV6pcUPoX5kaDg1WQMwJYdDEIT0EQevIIw2rAKvtclaNKIhZTwDWARee+Hp93vjbk0A2q0Crz7JYBy8VdTxEsdw87Iz4fx7kp5a79hhP6alhd2CWAxCFwXcdNoN8L+vwnu/iu9PimiAeKM1f3dCREM/XAXJGbz59gzeVv3+5CacNimiwfSrhw0X3KsdKf9czP/98ShA3Rd99rNpX5ogCIIgCMLIERN4wxHY3AKbWuDdrZCvi6fGJl0zxQXeWK+Lgmxwqbq6kE4IRWhtszwdBzhwMlx3Gu+deREPcy6QAYE3wcErAq8i5uC1CbyVZbYxixbp5dff0vnKe8+rs59sMBm8/mIoir5HJtDS6HiMIykjGkTgFQQhfUTgFYTRRjiFgzca0WCNW0h0XsYLz7I8mFjMx659WIWak9TRaVHt2nV8QndWZgRegGP4H/N9S+GTnUm5U3UJ9dPu5uAFyM2JiqMuPW3MOaIh6uBNbLI2QIFXOXhdUKaLXaMtPQdvIIBy8P5vvX3Q8joi2/RnddMmCIfTvjxBEARBEISRISaaNfkgEm0WW5YLWbrxcEOjLoaSBF6XYZstV0KrbrQWY2YFfH4/Fh90Hk9zKpB5B+/uEnfWFzEH72OczU+PuBvuugAu+5RtzIEHOh+71x4JNyiDyOBt60hoaNzYYBvr98NFFyk38U03WfoUR/yqf4kTIvAKgtAPROAVhNFGzFXQE4bmqAjnMqBCVYXWuIWUDt5pZfDBtzml+jW+wN0AdHRaFD/LtLFMCbx+LOKjr8c2/c3nUw0QrOyOAm9erso9xtA/814jGhIF3n4UnY7nLamAqJHb3dWNB3U9fUY0mH74uNbyjXjhja8TTJj+9vbbaV+eIAiCIAjCyBAzU9RZxLMqS0Cu4aKxSYu9OoPXoua9eBkn7vMxbkI0Ukl9g7N629nVS93eX/J0rS0OXk1M4G2hjJZZs+CkObDoANuYuXOh0KFX2WAdvKU6qpmWtnwotxTVzXYH79VXq54kH30EX/sa3HhjdIfpIyWpnL2CIAgOiMArCKONWERDg6XoLM8Dt/rv6vNbirskB6+9e4O1aUB7h7OD1+/VxwxU4PV6wYflYvxBCOmqM9G9C7tfRANYBF7L++QoxLrLME17Bm92dljFLKRJUgYvgKdIxXe4DIJF+RSiVPfEz1FSREPEBx9ZBN5/nUtgyjh2NhTZjnv88bQvTxAEQRAEYfgxIzrv1FprV1nUP1chjY062izu4DU8OqN1YjHZ47KIoITghibnh/C9Rqv1lwSBVxy8ikaLjlpeGjPH2NVctxuOOIKEbRH2mldv39jPDF6bwNuaa8tnpkm7WTZsgBtusB/7xz9GZ7/11oxNBF5BEPqBCLyCMNqIOV99QZhRDgVZ8fxdgK5ASXw5qVA03ODS9svCghQCr8XB68uAwOvxQBgPfqKvbQKdutrauTP5mN3NwXscL3DIew/CA0thfVN8v/VnHo9ocOUQiuQTiahf0R5PGI8nYneO9EFSBi8ogXjJt2DHNbxxx19pQUU29BrR0B2GUA8st7yJe9WwdXtx0ms+/rhlupkgCIIgCMJoI9KpRF5wbGYMYBolNtGwQke22oTDqgotvtU3Oqu3XZl08F5zKR/8+moW8AEvc4w4eKM06bKa8rJo4e1Ktut+//v29S9esNRmhgH67eC1pJ/R3JoDxZbjW1rji089lVwjb9sGzz9P7w7eVM3XBEEQHBCBVxBGE5EuMENqeVYFvP0N2PAjePbL8SG+bi2sJTl4wTb9v8gi8NozePX2LrcugAabwduBpZhq15WxOHjhLB7n0Gdug28+AS9+EN/v6OAFuoNV8eWc7OhnwqFYTYVz9EMBFKrGINYs58Qma7aIBn+PEqR9UZV4XCFUF7B5W7LAu349rFyZ9iUKgiAIgiAML5YIMVsz4ypdP7d1VhCKll6FhQn1cboC77eegOP/yVee+Bb78iFgz2sdEHvOhQMns5QFtFMsAm+UmMCbg5+K0uh7kjCrEZSD97zz1PK0Ke384acvJJ+snxm8dgdvNkwtgTmVqsleoY75eOYZPa7AcmkPPYRy8EZMOPMO+O5/4K73VQNAkAxeQRD6hafvIYIgDBuRDuftlqYPvm5dWDo6AVz5EG6CtzZxZssD7E0OD3Ee7VaBt0NHNHS6dbWZCYG3KtbBtl0/TncSeHc3B28VlilgVePjiykF3lB5fDknJybwDszBGz+voStKf3fqZn32iIYQbGnVG2YpG8umrSXk4qOHLMKWPyXLlsG8eWlfpiAIgiAIwvARsTYztohnltlyjS26BrO5d0HXYr4g090b2IdCGqlIbrK2ugE+qmUPaslB1d1OGbD9wvBQUqRreIloUMTc1quZw4Rv7oRf5cI7F8HE8qSx99wDl18Oe05+kbJ8h2iEwWTwtnrgh8eofxCfVen3w6uv6nG33AIXXqiWX3sN1etiQxO8vVn9y/OqhtmvroffnqIasBn6XlAQBCEVQ+bgNQzjNsMw6g3DWGbZVmYYxguGYayNfi217PuRYRjrDMNYbRjGiZbt+xmG8Ul0318MwzASX0sQdhnCfT+K7/Jrkc7RwRvLaf3T63zjk59wHd9lHitSNlnrdGUmogESHbxawXWKaNhdHLwxgbcyJnwDVE2ILzpGNADdQX1HMRAHr2MGryXD1+dLLfDaIxpCsM3yuZxUDFc8zrnXfBkf+ezNx7Zjt21L+xIFQRAEQRCGl5QOXl0PN7Zo1S5Z4I2Ou+F1vvynL7KUBVzMbckOXkut3Y4ShQft4DU8FFsE3rY2ycWCmIPXpJIG3MEgbG+HkkrHsV6vcvKWVaTIy3Bw/vaGVeBtbk7wzpkBME2WLo32tADmzIFPfUrPntuwAbZtDdubGfuCcPFDcOf7sKVFcngFQUiboYxouAM4KWHbD4GXTNOcBbwUXccwjHnABcD86DF/N4z4Y6p/AJcCs6L/Es8pCLsOVldBCnx+rcaldPCCLeS/jGZ7Bu+Pj4WNP4KPr+TZKZ+Jb7a6PvuDo8Db0a6eOLN7O3hjEQ02B2/1pPhiaoFXh3ppgXewGbwF0OSDj2sp/Xg5M1kL9BHR0B2GPcfBFYfCp/ZUU85a/BRFM5ZnsJ6aGn2DsXVr2pcoCIIgCIIwvKRy8FoE3oYmHUNVmagTxursYl0sldKSLPBaGhq3oc43aAcvXoqLArgIk0WA9naIRAZ7zrFPUxPk00Vu1ClNjqfvwGN3afI2V65qpNcP8vK0qSIQMPD7LcebJpjdfPih3rT//qpGP+QQve3V1/PsAq+VTS2SwysIQtoMmcBrmuZrQKKEcyZwZ3T5TuAsy/YHTNMMmKa5EVgHLDIMowYoMk3zbdM0TeAuyzGCsOthLTqfXwNPrYB3tkCnJTPXIvD2msFbogvPMprtGbyGAflZMK6QZlMXOBl18HYG4i6JhobkYzo6LMLjLoyjg9ci8NrFVMtyT6llTAiMLHCl/wY5Z/Dmwy3vwHH/5PRbruEz3Jd0DZAQ0eAPw/4T4Zrj4KZPw4ULYJq+tpmsY94eofi6OHgFQRAEQRi1pHLwVlscvM1aHExy8BrR4jvBSNHQlFCUD4WD97Z/45nxS8J4uI6riEQMOiWilcbGBCNFeaG61+kNd3J8Q3+MFDEMw95oraUtwTVhdvOBbr3BggXq65FH6m1vvl0IKyzXb3l4wMZmyeEVBCFthjuDt9o0zVoA0zRrDcOIdRGaALxjGbctui0YXU7cLgi7JhHLVPjrXoUPd6jl/1wMi5Qo6PPrP/oDdvBaCPToXwMDFXhjT65tAm9XjxKs3SUpi8+2NofCeRfD5wMXYcqxtPi1fNOpHbwl8eWc7BC4+1d0pmyyVmL/XCReAyRENAQcrCFTtMA7hc107RHgpZfVh0AEXkEQBEEQRi1WM8WTX1Qu3vpOmFQS39zYrGul5IiGmINXjymlhfoGS1EeisSb00Yw6ESJx4N28HqzwK8eqheihOq2tgwIx2MYn08ZJGxGisqSvg90lyVv60cUmpXSUj1bsW2bwfg3PoZWP+R64XI/H36o6+aYwHvggfr495cWQ7vlHvDYmfBoNOVyU7NENAiCkDZDGdHQH5wesZm9bHc+iWFcahjGEsMwljQ4WQYFYbQTTtX4QbsKunxafXPO4I1uTCg8bRm8FjIh8MYcvDdyBZ/Nug8e+CwcOg3Cahp/V4q6JNX2XQm/H8ppwhX71VWar39gJDY0U7O5ALoDOiM3JzvU76LTuclaHpTqD006Am93t8Ov3HH6TmIC25k31xdfF4FXEARheJB+F4IwAKy1dnUh7F0Dx81SYhyA4aGhURdRKQXeBCNFY3MekUj0v45l5l2HUYQZveUetMBboKMjYgLv7t5orSnqn7AJvBUO8QuJuIqTG5cNQuCN4dsEfP0xuPpZ+NtbBHu6WbZM7993X/V1v/30to8+KcG09rs4ZKpe3tQCEV1nC4Ig9MZwC7x10dgFol9jcxG2AZMs4yYCO6LbJzpsd8Q0zX+aprm/aZr7VyYFJgnCGCDm4I2Yzo0fDAOfXxedjg5eIw0H7ye1sK4RGrsIBnRxM1iB900O42HzPDhmphKlQ6rYSuXg3R2mlfl8CdPGKott+91u54Zo1rgG5eCtoj9YzxmPwjBcUKJfvxTV6S7xfbeLzg4Cb40ugCewnbmz9c1SbS2EQsmHCIIgCBnnDqTfhSD0j776XbgKaGzUq0m3lLGIhoQM3kjERXNLtPZu1wJvm6kfig/aaVuka7gCVBHd1nd/5l2a2Htld/A6uHMTMVzJObwDiGgAu8DbaNbolVY/69dH4rX9pEk6zqG8HKZOVcv5Pe0Y/mixnp8F+1jOsakFTBF4BUFIj+EWeJ8ELoouXwQ8Ydl+gWEY2YZhTEMVl+9G4xw6DMM4KOom+ILlGEHYtTBNXXQ2+9T0LoCibIurIJ8unzbWODt4o2JwwlT8ji6Lanf+vXDI32DetRR06ajswQq8AKGQ5deKg4O3wNKcdndx8NpdBSVJY5xiGmwCb04IPOP79bqODl6Acl30puPgzW2rhzPvUG6Ev7yhNtbYHbyVZR1URfXncBh27uzXpQqCIAgDQPpdCEI/ifjB7KMBhKvQJvCm6+AFdKM1S/5urMGa253c86DfFCY7eHeXpsWpcHTwpmv0SszhHaCD15rBWx+2pEm2+Fm1Uhsl9tjDftz++6uvk7B0KJ5YDFMtJ9zcAuHdwBEjCEJGGDKB1zCM+4G3gTmGYWwzDOMS4HfA8YZhrAWOj65jmuZy4CFgBfAscLlpmuHoqb4G/AtViK4HnhmqaxaEEcX0Qexjb2v6YCk2XIXxpl2QKoM3WnCmcvCapsqFitIQcc6D7Q8ul+5lYJoG4XB0JSrwWp2648bp5d3TwZvsKnBqtOb3W/Znh8DTv/jxlAJvmX6/Uwm81vWCjjp4ezP8+2OdB1ZVQDj656OaegqzWphomWuxfXu/LlUQBEHIHLZ+F4C134VFRYj3tZiA9LsQdhes7t2OADT5dDZWDFehrTlwcpM1N7hybFFoqp4ydaO1Dv2U3tpgbdDhJw4RDU1NqQbvHjgLvGnOesuQwGtz8HaWQV7UmBM2Wf+RFvvnzrUfFxN4J7NFbxxfpNzhRdFivDsEjXUDui5BEHY/hqzJmmmaF6bYdWyK8b8Gfu2wfQmwZwYvTRBGJ+FWvZwifxdXgc316ujgNaIFp2XqWBnNOoO3q0e7g/O8dIT0+Qcq8IJy8caiAEIhF253GCKtYAbp7NR5AdXVsG6dWt7VBV7TVALvZqZwC1/myye+jrFo76RxfTt4Teduv71gFXiDVrNKmS5603Hw5nVZ7hzKox84j4t6o4oaU1l1i7s2226Adnc3iSAIwihk0P0uDMO4FBXlwOTJkzN3ZYIwXFibGT+wFH78LHhd8LWD4SfHqe0JDl5HM6iRD7l+yHZDIEw2PeTi1w7eVl3EtaDUv0Hn7wIUlcQXYwKv9Vp3R5wjGsY5D07EXZ2wPrCIhnJLid7YnK/uwaJN9rav0I6NRIE3lsOb5OAFNVuuPfo9ba+F6QO6NEEQdjNGS5M1QRAirXq5rkMvV1kdvAV9O3gNN7iybQ7eUlq0g7fZYg0tySUQGHyTNVAC78k8zXqmk7XP7+CKx8E0MYO1NlG62lJL7eoRDTGxdjEHcUX2PzDuvgCu/ErSOCcHr03gzSvst+3DKdcXsAm8KoPXTJoyaF0v8FvU2kr1gTNN2GZqy25B21abe0EEXkEQhBFjyPpdSK8LYcxjbbAWmy0XjECOpWjqK6IBVENjw0iKQ2uICbyLJsEjX2DT/32F67gKyED+LkCRLrbiAm9DONXo3QJHB29VmrFmHkvWreEC98B+r1nvbeoa8m2fi/q1fQu8T3MKn3PfS+jq4+HUaI7DOMv93w7JPhMEIT1E4BWE0ULY4iqwNVizqLgJEQ2ODl5QLt6SXAL7TuVRzuZhzqU7JuS2Jgi8PbrJmtX12V+8XvAQYjobMZp9KkcYCHRuJhzW57cKgbu6g9f6XuXmRG20rmRVvk8Hb8Ek+os9FxkikdiFFMenjnkJUUBn7xEN3Ra1Nurg7erKYrtlBq+7rtaWP9bS0u/LFQRBEDKD9LsQhFREHARe0M2MgWC4kNZWtexy2evWOJYcXn92PhuZanfwluXB4dPYtvAgXuFoIFMO3kSB16SpsTv1+N2AmMB7Jk9w8/fuhVe+Ckc5ThhOxl0BRlTcd1eBMbDJzdb4uZ31OTaBt22Tfn8SBd7SUpgxI8gmpnFv+DN8dPSnVaNqgAXj4fBpcO7eUOZGEAQhHUTgFYTRQioHb7XdwWt1vTo6eEEJvLle2u/7Gp/mUb7FX7TA22IReEtzCQR00TBYB28HlmvtVLbRrjZtBMrPt1/z7iTw5uVGBV4j+U3r08Gb2/9f1YaRIqYhKv7HKKO514iGYpvAq669vTObH/B75rKSmRXb4fQ9bDdAIvAKgiAMPdLvQhD6iVXgTRGH1tSic27Ly5XIm4QRdVi88jVu+enDTGcj65ilBd4oHV26EMuIgzc7G7yqbvcSIoseGhtCGTjx2CXmtg7jIXdyLswfByU1vR8Uw3CBJ2q/7WczYytWgbeuPtsWk5flU/d0RUX2cTH2X6jvy5YstVzD1cfCI1+Av50NC6rAjCQfLAiCkMCQZfAKgtBPrLlg9dZMA3sGb7ulNi2w7LIRbbSWk6OLvu7uVA5eXbkORuD1ehMFXmVF7WzVDcYKCuzXvKsLvNZGabmx98LBwWsVVJ0zeAf2+llZOp4hGIy+v648mFRCbUsx2/zVeAj1LvAGkx287R3ZrGEOALOLG8HskogGQRCEYUb6XQhCP4mkmi2ni9PGZr3sGM8AuqGxy6CqQtfs8SZrUTo6dYGVEQcvQH5WvJYvpIPGpt37dt7aZK6i3KeMDEY/jBHeqRDcNiiB1xrRsLPOA7MTG/Ap965T2tp++3bw4MNK/V/y0Xgu4/3kQaapmnEbqW78BEEQFOLgFYTRgrXJ2vxqOHI67FGlw/YBXAXxaWOQYtoYxJ0F2Vk6l8vZwZuTMQdvssAbdfB26V8z+fl2gXdXz+CNOXj/yVf4deuVcO2r4EvuXWP9uTs5eHNzGRCOObxGHjz1JT63/yss4j02MKPXiIaSkLXJmhKn4w37gMKCHogEKCvVnzVx8AqCIAiCMOqw1tpWgdcyWy4tgdfQhZlV4I07eE1V68X7X5BBgffFb7Pm0V9RTCtNlNPY2L8eDbsa1rzk8lKfo5GiV3IWgasQsmYP+BpsGbx1LkyLg1f1u0iOZ4ix/0L90MHm4E0ksovfNAmCkBF270d+gjCasLoKvn24+pc4hEKbwFtSkuJcUWeB1xvGMExM0yAUchMOG7gtDl6zJI+eDDl4s7KgHcv8sw6lUHZapqcVFOxeEQ3KwWtyEXeS1RqEPwA/Sw46HkoHb4y4wOvKi75O6uZ61tcrtQq8FdGIBssNS1GhuuDSkgCgzi0CryAIgiAIowrT1BEN4Qg0WgSzaH2D4aahUdc4fTp4gcpyq4M3ep7z74UPt3OOq4TbqOBtDsmcwDuthpLcbtpRBpDGJq+avt8f1+ouRFMT5OJjFmupitRBJM14hhjuIii9DFwDd8fm5SkBv6MDgkGDrmmTKDihmXc3TGflOtU0LZXAu3CvBrYwiTaKaVxeQXfn0eQUJJtBiPiStwmCICQgAq8gjAYi3epfH3R0FcSbZeXn2x2aNqLOAuPtTfzKfQ1loUae5AwCAQ95zbpACBfpqWQeT4qcsTTxeqEFi6W4tRtM0ybwJjp4d3WB1+dTT+6ziAbgFuY4dsbry8GbUYE36u62NtfrTeCtiFhbSeuIBoBsupnh3gAr6ykr9RMTeCWiQRAEQRCEUUWkA2Kx040+iERFtLJcyIrWRK58Gpu0I7ayMsW5Yg7eJh8TNn3Cp/k3OxjPmsZ91fYWH7R1U8JOQtHb7ZSz7vqL4aWsVD9Jb27JJRzYjjtnYoZeYGzR1AT78BFvcwicCuw3E5Zc0r+TDELcjTFunBJ4AbYcdhzzvjSPa877HM+vU03TUgm8xdRTzDYmsY1OM5+P13yWRQu3QyAEt78HOzugIwC3nDvoaxQEYddn93zUJwijDWuDtVS4smlt04pur4VizFnwxiauDv2ar3Izh/CWimnIz1K5vi6DYL4uaAYqIsbIyoIAOXRFRT5CEejqocunrzkxg3d3iGgYx069obrYcdzwOnjVZ6O7Fwev9bgKGvRKuXbwTmIL3eRyy6vHwfn3UFqs30xx8AqCIAiCMKpIlb+b0MzYOuW/z4iG51ZT9sWb+Dfn8lVuoqk5j1DIZYtDi5kfysoGef3x187C44lQWqJewzQNWuq3ZejkY4ueHiWq2mrtykwp6f3D2kBtZ305ACvX6icEqQRe6uviiw1U6pgGtwt+9jz8/W24+wMItKU4gSAIgkYEXkEYDYTT+KPtKrQJZ70KvLHuvpU6D6GaOiXq/eBo+OQq2P4TOk45IL5/oDmvMWKiYDOWCrbFn+DgjexWDl6/P1HgdX7ThsPBGxOOMbywtZOjmp7my9zCkbySdH6XK3asyZf5F8FfngbfPVJ1BfZU0NE9kXqq9AGNXZQW6O5/4uAVBEEQBGFUYcvf7dDLlZbC1CigwfJcu8+IBkudXYVqKtzUnGtraByrizPm4O02ob6ThYXLKKYVgIbaLRk6+dgi1mDNVmuPq3IePMTYcngbS2lrz2brdmXs8HpNZsxIcWCj/sA1UMmSj6ICr8cFZZZZfw21Gb5iQRB2RUTgFYTRgNXB+0kt/ORZ+Ptb8OYmvT1B4E2ZvwuWwlMXrdXU0d1tSWVxu/BHtLI3WAdvLC7CJvC2+unyWTJ4cxp2qwzeJAfvOOe5fkPl4LUKx3GBF+CVzdxYfzG3cCmf5V7H7GX1mgYPcx6d5x8K3z8KXAbkn0RL5xQC5NAWy1wORSgzdsSPFQevIAiCIAijCquDtz0A3uhtcLVF4E1w8PYZ0VBhN1IA1NflqvNHaaUEyKCD96q7YM/reHHrIj7NIwDUbvdDePcrvhwF3uqREXjHW/qjbd5WyrKV+jrmzgnbTBc2GnSvC5uDF2wPEKjbgSAIQl9IBq8gjAasRefSHfDPxWr53L3h0Klq2WVvsNa7gzfZWRB38FqwrmciogH6cPBmb6MgvwxQavDuENFQg+WJe7XzncJQOXidhGPA9uEpo5nsrBCJfw6KiqA9aspt78imtCR6QZ6JNDSr96+OaopRg/Lat+L1QjCort3vH7wrXBAEQRAEISNYzRRn7wlnzVdRCqGI3p5uRIMrNlNOi8MxB2/LVp3h2+4uJhJW+b4Zc/CW6obGpShRd9uOIgh8DHlHZuhFxgax98om8NaMdx48xMyerZe3rPSQ9dbL/IllRHDxwZ6/IKXs0qinvTVQyYo1lfh8XvLygurztSrq8N250/l4QRAEC+LgFYTRgHXa2A491Z0JuojDVdCPiIaoslalC88aapMF3u7MCbwxB+93uJ7Fv/0/ePebcOBkm8BbkOejwLsivr6rO3iTIhqsAV0WrD/7TAq8KR28ZfrDU0oL2d7kzrzWz1dLa/Tz5C4CVw4NjepmpQ49H82oq7Ufs/sZSQRBEARBGK0kxqEZhpoCX2V18BamF9FgeMHw2By8VdRjEKFjSzi+rc0oiS9nzMFbou8NylDi4PadheBfopvI7SY4RzRMGJFrsQq8G9bnc8AL9/Ed/swl3Mpe85Pr7DiNumBuoJJw2MUHH9eoDZbPF/UNCIIg9IUIvIIwGrA6eK0C73hLU66BRDTU6CJwPDsIN/jhvg/hpbWwqn5IHLwfsS+Nk2fC1FLI9tibrOX3kO/+ML6+qwu8yRENzq4CJ6et3++8vz+kFHhLy+OLysFrebEo1s9Xa3v0Atxqulns5scq8FJXZxN4rW5zQRAEQRCEESWSTr+LNCMaQJkpcjxQqIotLyFKacG/VRdcOy11UsYcvGX63sDm4I10QGB5hl5kbOAs8E4akWuZM0cvf7ipJr5cQht7zW11Psg0oVF/LhtRTxReeOswtaFSBF5BEPqHCLyCMBqwOni3p3Lw9jOiwTAgx0OzVxULHsLkfrAOvv0kXHgffPVRm8A72On0Xq3jEgy648vtHVplzM/roSBHF2FjKaLh8cfhyith06b0j0ly8NZMdBw3VBENTucFoDxB4E3h4D2fB1jJXPb67m/gprfB04vAW99AnqUXhD9ZMxYEQRAEQRgZ0hB4TaMwvYgGSNloLbxDF7fbQ1roy1xEQ0l8Mebg3VYbvV/wvbxbuXgdIxrGTx2Ra5k4Ud9L1Tfl0hLNXgZYMHmr80FmAJp1DR4TeJ95aRa4ixMEXulgLAhC34jAKwgjTSQAEYvSucNSgA7UwWu4wFCW2voc7RrNW7lRj6kuwN+tVdlMOXgBeiwCb0OTLk4qy33k5/XE1zs71cPr0U5tLZx7Llx/PVx6afrHJTt4JzuOG+4ma6Ei3fihjGY87mSBt6QEJrKNuaymfP1a9eChVwdvk+06ReAVBEEQBGFUEPGrejvGC2tUz4s6eyHq6y6I1185OdgeXCeRqtFaXUd8fQeqBs/PJ3WTrf5SZu+jALA9JvCGW6H7Q4eDdk2Ug9eMN7gDYNyUEbkWlwtmzdLrLej3aXxOrcMRgOmDVl0wt7jUMUuWGNS1LrBHNDS0jY2bJkEQRhQReAVhpIlYnsiaZmYyeCFeeDbla4G3aPV6vb+6MKMRDTYHb48BHeqpdH2jxdlQ0YXXGyErS7kLIpEEZ+ko5ZVXIBRSyy+8kH595fPBr/gJP+S3fHLo6TB1tuO44XDwWgXeQHYFIZQIX0AXdCe7WkpLzPiNg9qQC+4yTDOVwNtsc4GPhfdVEARBEITdAKt7NxCCz94PJ9wC+/wJwrqoa2jSebwVFWoyXEriDl59zDh24mnWdXwtysGbsfxdgFJ9MltEQwz/W7uNENjUBMW0kUO0yM3PhsLCEbuePfbQy7am0831zgdE/NCqC+YJc4OAevvue2Su7bNFQyeY4p4QBKF3ROAVhJEmbFFtW/zgU3/cyc+CYouylxDR0KuDF+ICb3OBbuxVtn6t3l9dQHdAnz9TDt7TeIoLrzgfZvwOvvOUTeCtrlShuwX5Wm0cCzm8VvEaoK7OeVwifn+Ehzif3/NDPrjgEqhwbvwwVA5ep/MCBEL5NmcBzcnfUElJyC7wluTGP4Mxsbs921K8NnSQm6OnBYqDVxAEQRCEUYG1wVqtdtgyrhA80dthVy6NTdr40Gv+LmgHr8WMMZkt3Fj2A/jw26z66w+5iy8AGYxnAJtaHKvT6hoK6OmJzp4LN0NwQwZfcPTS2KgE3o1MJez1QlVR3wcNIWeeqZftdXaKeAXTBzecCU9+Ce6+gEUXhuK7br2zHNPm4O2yz/gUBEFwQAReQRhpwpY/+tstBeikYm0dcGWDkUWbZXefAm/UWbC2ZiE38E2u5Do6yyyOy0kldAe0xTNTDt5OCnBFImql1Z/k4AXVbC3GWMjhTazLVq5M7zhfly7U8vLdKccNdwZvdyDX7ixoSnYWlJb0JDt4E7pLB2I5cMU5kOMhN1d/vyLwCoIgCIIwKoi06uVay0y5Gnuvi7Tzd0E7eGeU0z11HM9wEluZxI7mUphQzPZxc9mCigvIqIO3TPdRKDea4ssbt5ToMbtJs7WmJtjCFKazkXce+Tu8+ZsRvZ6zz9bvta3ObmlyPiDih+llcNBkOHEOZ31uC/n5yn29fLmXZ9buD59fCFceDpceKAKvIAh9IgKvIIw0VoF3m0XBnWDP3wVot9SkRX09pI46C9ZMO5hvcwPXcyUhl3YmML/a5uAdbJO1mIM31iAAwKzvoqlZBZgZhkl5mVL98vOC8TFjwcGbKPCuWJHecTaBN8+TctxwZ/AGenL7LDxLigIJAm8xGB6bwLuzZh5s+TGs/QHcdh65Ofp9FYFXEARBEIRRgXW2nNVMkdDM2Frj9Cnwxhy8XzqAzme+wyk8wwNcSEOTqnubW3VhnVEHb0kpRP0fxWY7LtTsqZVrLJbjnpVgRjL4oqOTJkv5Wl7eDQWZVNL7T04O/OAHarnLa/lstbQ6H2Dae2AUFuXx5S/rXJBv/ul8un7xKfjhMXDBvmCKwCsIQu+IwCsII00kVdFpFXhVkWAVeIstux1xqQIzO1uJjNl0U9K4Xe0zgDlV+Lsz7+DdxsT4NnNHO6CeRJeX+fB4VLFpdfCOBYG3KUH/TFfg9ft1ZEFuXuruGolOW9O0C7zW/f0hpcAbzOFdFvECx/F0/png0ESktMRvF3jL1J2O9eanrArIseQ4Z+v3VTJ4BUEQBEEYFVjNFDtSOXgLbA7etCMagLJSPy6XqnFb23Lp6XGzs17np/Z5rv7gyYGiHMhy05ZbTiEqcmLlWosiHfFDKEVjr10I6/tVXuoDIz/14GHie9+DpR+aXHixpe9Jc6vz4EhCk2N3Gddco+/x1m8s4dvXnGQZLwKvIAi9IwKvIIw0IUt1st9E+N6R8Jl94RBLF9hBOHhzogLvPFbo6ISpZVCQRXdAi46ZyuBtpYQer1IWXf4eilGidSyeAcZeREOiwLtmTXrHHbb1IZawH//hVKa89kLKcYkO3h7948HrBXfqdIdeSe3gzebb3MAJvMAPJ98M85NtKqXFPrvAW14F2IvpinK7OyQ3R1+4OHgFQRAEQRgVpDJTTLTPlhtQRAPgcplUlPlwEWYPVtC4Ebbv0M2+Jji3YBggXvj4Stj6Y+7/+R20UQLAitUJKnJoayZfdNQRDhPvTWIYJqUl3eAaeYHXMGCffQ1yx1mmRra0Ow8OdaqmfzFchZSXw/XX603/umc/HnpivlqJjAFXjCAII0rqOcOCIAw9kW6IWJo9LJig/iXiKsQ07QJvn01iXXaB9zheJOjJwhvqgXkqi3coMnjBoKOwkvLmbQBMYittlFBdqZXc/Lyx5eBNjGjYsSO94yZ1rGI/PgCgrrkm5Tjrz767OzPxDInHJjp4Y2Rnh5IdBEBJUUeCg1ddf4fl41pcbFeec3P0i4jAKwiCIAjCiGOaCRENlmI6IQ6tfxEN9gJt/LgOShq3s4L5cDhcmT+B36Nq4YwKvIYXclXRPW+OvuCVaxME3uBWyD0ogy88umhpUW/tkbzChLx6PB9tgYU4zkobEfabAV9epJoUL5oEZhiMBMfG8jVw6K8hz6tMPs8cAcAXvwjPPw8PPKCGXXrV6SxasJ2ps8fATZMgCCOKCLyCMJKEG/oeA+AqxOdTT6tBCXdZqWf8K2IO3pwQ+/IhB/EOZsy0f+xMgCFx8AK0FlTFBd6JbGMZe6V08I4FgTfRwVub5qy3iu7temVi6uo+MaIhUwJvqiZrgR6vHpMVdhR4S/OaKIpO+4tg4CpVDwWs71dBoRu2tMK2VqjvpCqwEaINRUTgFQRBEARhxIl0gGlxSW5L5eAt6J+D1xLRwMvr+FbwT5zIPfFNW7zT48vjx/fzmnt9XV3D7THLKvBWEAq54nFou7qDN/Ze/YDfc3LXs3Ay8OgiOPuwEb2uOIfvBQdZMoEjPnAnuHNaokYKXxB6wvEZm4YBN90E77zdw7Gb7+Kk9mdpP2YL3HY0fPqMYfoGBEEYi0hEgyCMJP0QePsVzwC2iIZaajiSV8kKdcPFB8CF+wLQ3aNV2cE2WdMOXmjNr4ovT0IVmLtSRENLS3oCZlVAC7zuqVNSjsuzuA18vqEReG0O3oB1TAjMHvXPQmlkW3y5hVLwlgB2gbewKAt++hycdSdc+ggz6hfH94nAKwiCIAjCiGONZwDYkbqhcb8yeC0RDdyymC+uvpYadsY3fcye+mUy7eCNUlnhY9IE9f34fFm896FFSQ6379KZrbHafJzlZ07N5JG5GCeMhBsrM9lMYZsiWJobF3hB5fDef08T+xnvcw6PsHf7e2x7Lc37RkEQdltE4BWEkSQ0hAJvtPDMzgpTxzgms4Wrz3kKfncKuNV/fb9fF4mZdPA251bHlydGp6dZBd78vGB8eSw4eBMjGgB27kzeZiPSTU1YC7ze6dNSDi3QfTjo7BwegXcG6/gef+Cyrb+Hez9QNwIW8qp7ONT9JifzNBdzG4Gegvj1xa+7MAuq9MWX+LW1WZqsCYIgCIIw4oQtT+k7A9AaLVCy3VBhecLe3wxeq4B3wKSk3e92L4wvZ9bBmwUdAfi4Fp5dzaXznojveun16faxoboMvvDoIibw1mCZVlczdUSuxZGECA8iDs6HFsvDhxK7wAtw0ME5VMzRcs3Sl2TytSAIvSMCryCMJFYH79ZWOOEW+NJD8KfX7ONcRTaBt7iYvrFENAD4yKfWY7cQdAeGRuBtyh0XX+7LwTvaBV7TTHbwQhoxDaEGxke0wJs9e2bKofmWnhBdXXZxdDDO6t4E3jms5g/8gPM2/ROeWgkRu8BreLtZU7IPz3IyT3Imre3qJsgu8OZAtRZ4i/xa9RYHryAIgiAII47VTNHVA4dNhWll6p9h6H39zeB15YARvZU+MNk5GhN4s7JMyssHdumOGF54fBkc90/4wgNc2HFHfNfzr8ywjw3vugJvYyN46WEc0e/RZUDN9N4PGk5c6Th4W/VycU6SwIurkP2O1fV505oQwSCCIAgpkcdAgjCSWJ+sb26BpTvUv4ZOuFIF7WMY4CoYsIM31mQNoDtg/y9vXc9ckzWoz1FWhW5XLv6Iuo7qSq0MjqWIho4OCIWSt/fVaC28Yy25KKW2jSKKqlPbNxIFXqs4OhQOXr8fmrHkgrX67c3+ACIdlBZ309ikLq6lNZ/qiQ4ZvNX6PEVd9bbXEARBEARBGFHCFltudSE8epFaNk293ZVLOOKxzdhKS5Q1cpRwt2ACptuFEVb5t53ks4J5AIwfH8FIbK41KLwwXjs9JrINwzAxTYPX35nCqrUVzJ0V/Z53cQfvBCy9LqoK02hQMoyEPPDNJ1SN3dUDz51m3x/xQYvlJqg0F1wF9jGGh2kHaD9eabCR11/t4ZjjRtH3KQjCqEIcvIIwUkS67KJaqqYPRh4Ybtosu/ubwRuju3voBF5rTbWqdCG88lWO3nsll/N3IDGiweLg7QgP7oWHGKd4BujbwRtYuza+vN2YiOFKXdzn5moTSXe3XfQezPtiPdbqCvb5EgTeFr/dwRvxgxmipFgf1NquPk82gbcAqNF5y/md+oclAq8gCIIgCCNOqn4XCe7d1laIRPuTlZTYjQspicU05HkJHzMHgB68KtoKVYRlNJ4B1HVP0OpzdlMLp52wJr7++xsP1WN3YYG3sVHPEgRsP5NRgbcAHvkYnl0Nr2+EroTpgJFOHRcCUFaiHeEWjCpdZ1dTxxNPju77JkEQRhYReAVhpEgsuranbvoADKDJmhuMrHhEAzg4eC2CbyabrHVQCPOq2dGov4+UEQ0dFmvpKMQpngH6dvD2rN8YX06MxkjEMOwuXutrDoWD1+eLNk6LkejgjXRCOEJpkZ5O1tKqTtZhGVZQAIzTcRx5HTpLTDJ4BUEQBEEYUcwgRNr6HtffeIb4cbp49vztdK4s/ht78QkPc158+57zDacjB8d4ywVub+Oqr74ZX73jgQU8/79oVEO40e5U3oVoatJ9PgCY2FdXvGHGnatydWM0JzhDIh2q/o5RWoojNfoeopo6Xnopk25wQRB2NUTgFYSRIjEXK9MCL4Arl+ys1AKvv1sXCZl08PYE3Zgm1Ddq1bKq0lng7eocmwLvli29HxdZtzm+vD17ap+vM6ICb1s3hFr1eqQD/vgq/3l9Pjuo4XL+Smub+nOR7OCdqF+vTZ9DHLyCIAiCIIwo6QqcrkLqLGW5xTTZO9ZGayW5bDvySNYwxzZk0YFDcLtdWgJ5UWeFL8gR89dw1skr47sv/vaZtLTmRAXuFudzjHGamhIdvNWpB48ERqLAW2/fH+lUM+hilJfhyDjdwG8cO1m+wktra+YuUxCEXQsReAVhpAjttK9vbtXL1ogGl1JzByTwGnnk5eo0/i6fPbOpu1v/CshkBm8w6KazK4vubrUxJ7vHJurm5+lr6uwc3d0CrBEN1ml277/fy0FmCDZqi+/OnCl9vk6BJXbL2sV5KATeri4I4aWdaDOHiAltFutKuAlafHgjQWrYiYtIvNGvVeAtLASqJ0DUnJLV1oEb9UBBBF5BEARBEEaUxNlyt78HtyyGp1dBu2WqUYLAW52uVpjQSOuwA5Of/i9alOa5+oMrG2r0zYCxtZWbr/0PldHZcttri/jJb49RO0MpIirGOEkRDZN6ny037CQJvAmfxSQHbwrbeFEl5Kv7txwClNDKO+9k+FoFQdhlEIFXEEaKJIHX8oR9isVd6eDgLbbov73iyqW4SCt7be3Ztt3dgcwJvIkO3vqGfDwE+Sz3sCSyP8YGbUu1RzREBvfCQ4zVTXvcceCJmqBXryYueiYRbmLrBadxOK9xEXewuPyEPl9nuB28kODibbRMHQvX2XLBmiiPuwWSHLzZpVCeB4BhmlSibiRE4BUEQRAEYURJFHj/8Tb8+Fn44oOw05I55Sqk3mKwTFvgNXoXePPze5g3rx/Xmy5GNsyxRBIsq6Wqsoub//hUfNMt9+zHlm3FqTOIxzj19WZCRMOk1INHAlcOlFiK+GanDF6rgzeFwOsqhCrtAhnHTt56K4PXKQjCLoUIvIIwEpghe8EVDNubrE0u0cvuQUQ0GLkUF2mhrq3drhZaHbyZzOANhjzUN+ZzGxdzD59nfvAT+MIDsEkpojaBt9MAc/SKvFaxdeJE2Gcfvf7eeykOCjfQkVPOGxzOXVzEztI9+nydoRZ4E5usQUKjteZmCEc/g6E627SxZsocHbwFBajCs1IXnjUooVgEXkEQBEEQRhRrHFrEhB2WYnq8PQ5tQA7eBIF373l17DFb1/efOm0T7qGITDWyYV/LtLKlatbYWaes4tBFSmQOBt3c+K9Fu7TAu5R9eZmjCU+pgKkzR/qS7CQ6eFtawbQ0SIt0wBuXw8dXwqtfg0mTnc/jKkgSeBcvHppLFgRh7CMCryCMBKF6u6i5tU0VngA1hZBrUUujDl5r3lJ/MniLCy0O3o4EB2+3bvyQWQevl7qGAv7O1wkStbyubYTjboZnVpGfZ8ng9XlURtooxRrRUFYGBx2k11MWWKEGfH79Hubl9f2rdigiGqzHOjl4bQJvix9C21RWXbje5ipopozWVgiHtXBrGNGHAq4C2KMK5lfjP2Quoej7LU3WBEEQBEEYUawO3oYu6IkKbKW5UGApXAeawZsQ0eDxRHj18du54y+P8eAtD/OP694d2HX3hZEF+1gE3o/Uw3XDgB9+84345gce35NIT33i0WOeQABaW138nP/jBPeLGIu/AQceNtKXZcdIcPA6NTTO9cK4QlVHZ6e4uXMVwqUHsvNHF3Aq/+Fj9ubjj4f20gVBGLt4+h4iCELGCSfEM2yyqIhTE0L2oxm81jiAVI1WkzByyc/vwe2OEA676O72Egi4yc4Og+HG78+cwJuYwdvQlMc7HMxnuI/7XZ/BEwlBewC++CBlf9euiS5fFoTWgifdanp4sbppy8ujubNRNmxIcVBoBx2d+sYhv6Bv+8ZwRjR0Rfvd2QTeNj8Et4FnPEQCjg7eLt0nj/x8cLkAsxBu+jQAHQ35fDJ/b0AcvIIgCIIgjCCRTohYCpdtrXp5fIKYliEHL0BlhY+LLvhIrWTPSdqfEYxs2KdGry/bCb4g5Hk58eh1lJf5aGrOY9uOYt58K5vDT1N1/65Cg8WUXFnehctlxg0xowZXNpTm6fWYwOsuUeuRNvt4Iw9HXAVw+jwqwwav3HA8Pl8W7IT6+n48iBAEYbdBHLyCMBIEt9nXN1nU26kJ6u0gBV7DwDmmwcixuSwz6+D10B51C/+bc7nxzJtgUlTUNaH86nspR9lU/d0eCG5NPN2oIVHgtTZaq61NHo9pQstaurYHLcd5HQbasQq81sJ1KDN4X+Q4thx7NFxxKMwoh+B66HxS7XRw8CbFM4AqPKPkWhr6icArCIIgCMKIkdjrYkurXp5sKaQNY+AZvK4+8s2M7N73DxQjC8ryYGa5cn9efwZkKQHX641wzmkr4kP/+8LMXS6mwfpeVVV0geGy1aOjhhLLg4TWbu3gjQQg3Gofm+qzZOSD4cLtNtlzrv7GxcUrCIITIvAKwkgQShA0z5wP//48XHsanLO33m54wKWe6A5I4I0e6xjTYGRnVOC1O3i1wAvQOn0GPP3leIaUq6WLP/B9APzd3uSfxygiMaKhxmKYcBR4ww3w8BK+8NPPs5NqrubXlJX3L6LBet604zgc6Evg/SeXsfGKz8M1x8FeNSo6pGcjhCPQpj8crZTQ0gIdlpllcSez4VUuBSA3JxTf7/crrVsQBEEQBGHYSRR4rbPlppToZSMPDFfGHLz2/YMsrlOeN1rgPfx5eOWrcO7e4NG15knHrIsv/+/Nqck/izFOksDrKlBC/Wij1JLz3OrXkSHhOugMwJoGqO9U0SGpHLyGoUReYJ/5+kP60UdDddGCIIxlJKJBEIabiD85c7Y8D46YDkckjLVMNxqMwFtSnOzgDYVzCEejyNxuu0A7EOwOXjdtHbqoLS4KQHUBXH86fPZ+AL7IHfySa9gUmEakpwlXxBe/3tFEooPXKrg6CrzBLbBWOSWqqSeCi7Iyh3EJWB28VjG2uDh5bLr01WQNIM/iuo3Tqge3UEIENy0tKRy8AEYBEMDjieDxhAmF3EQiEAoN/nMlCIIgCILQbxJFzc3W2XKWwixaa2cigzeJoXTwAkxwLhKPPGQThmFimgZLlo6nrWkVxROG5lJGgrqdJqfxH47iFcrbsmBVDhwy0lflwP6z4ZcnQnEOzKxQvS5ACb3vbIHP3KfWj54BL1yV+jzuQoh0sM+8nYAJGHzyyVBfvCAIYxFx8ArCcBPamr61MRrPYJr2Jmv9iWgAe0RDa5sSXv0BrSgO1r0LyRm8VgdvUcxBfPxsOHI6AC5MLuFWAAIBNwRTBdqOLIkCb1WVNgk0NEAwUR8NboTVWsBfyR5pvV8FKWaWDUbgtb4n4TBxQd+apess8NrjGYDeBd524MGP4C9vcKXr+vhmiWkQBEEQBGFESOx3sblVL1vj0FxFdHbqh9/Z2f2YPdWng3eoBN5ezvurFyl95m323VN9/5GIizfeiKQePwapr/NxIs9xFX/iix/9Dv63ru+DRoJZU+Gyg+CCfWH/iRDaHm1mXGfrdUFpbu+fpc0+OOEWLrn287zHAQCsXj2kVy4IwhhFBF5BGG56+iFkRgXejg4tzuXl2d2yvR/vENHQrorC7h6t0GVC4E108DoKvABf3D+++CVuxyCiYhp61g/+IjJMOJwsrHs8dmeH1fGBGVE5tmt11tkK5vXbwWtlMAKvYdjf25gz2Orgzc9zEHhbkgXe1la7i9wm8DaH4YrH4Vcv8fXQ3+KbReAVBEEQBGHYMXsg3GzfZmtobBV4k/N3057tb+T0PnioHbyJPLMK/vImfO+/XDjr+fjm997PATM8NNcyAtTv7GIaG/WGqVNH7Fp6JVG0jXRDaAsEN9nMFJTkxePOHMkrhaU7yGlqYTJbAFizJvOXKwjC2EcEXkEYboIJT5mDYdX51gm3mjY2oHgGiOc52SIaotEJ3QEdh5BpB29Pj8sm8BYXWvIBTpgNsyt4MOczXMGNuIhEG62NPoF3yxZttq6sVOIu9JLDG9qmlNBaFVYbIIsNTB8xgRecYxpiAu80NlD1xwfhK/+Ga57TAxeMhxXfhbcu5zsl/4hvXrtWD7G5W8ZNjC9WmXWo6WN2IVkQBEEQBGFYCG5TD91jBEKwo10tuwyYWKL3uYsGlr8LqrlXbyLucDt4b3pHfe0Jc8l7P8eFEnWXLB0HIadcsbFJfV2AuazSG2bNHrmL6Q2nCI+2OyHUmODg7cMyXjUeos8RKmjEQ5DmZvssQ0EQBBCBVxCGl3Cr+qNu5f3tMPU3sNd1cOWT9n1RB+/ABd4cMFy2iAbt4M2swGt18AZDLt3MjQQHr9cNr3+dH1X9lcf4FGE8+P1eCLdDaHR1+V2+XC/Pm6eXUwq8PatgjX5/1zCbMJ60BN6hiGgA+3ubKPAW0kHeg+/AE8vhVYvA7nZBRT7MrKB13OT45qVL9RDrz4DiSshTCn+u6aeIdtvrCIIgCIIgDBuJzXuDEbjqSNWM7OS5kOXW+1xFA8vfjZGqORYMv4P3+tMhR7kRyrZu5EvcDsCSpeMxg6O3oXF/adzaHXfwmoYBc/Ya4StKgVOTvdiDB6uDt6yPYj+rGMqVE8SFSSXqfklcvIIgJCICryAMJz0OGVGxKWN1ndAesO8btMBrgJFri2iIZfBaHby5fUSIpYMtoiHBwWsTeKPXlWvJfvV3R62xie7mEWbFCr08f75edhR4TRO6P0mKZwBG1MFrfW/9fnWZMeE1Fr8A2BqrWamq0IG9VoF3grVZh7sQqrRCPQ6V+2bN+hUEQRAEQRgWEsXMgiz4/lHwt7Ph9vPs+1yFA3fwQu+N1lwZcFA4kUo4nl4O3zosvnq56+8A1DUUsGNLvfMxY42In6yt23BFZ4v11FRAfn/ftGHClasaqR35D9jnT9BuqbVb+iHwugpUs+oosTpbcngFQUhEBF5BGE6cYgg2Wbv6Jqi3LvUHf8ACL4Arz+7g7Yg1WdMFaeabrBn2iIaiQNL43JxQfNnfHT3YSQAfQawO3lQC785YD4/gRoh0wGot8K5kDyA9gXeoHLyJAm93t46d8GdbpoS1OgfmVpbrz45V8LYJvK4CqC7U+9gOiINXEARBEIRhxoyoyKx0cRUlZfD2i14dvMMs8AJcsgiylUN5QeRDFvABAB9+0GOPrRirBNdTWqcFfGN2Rfx+adRh5MLKOlhZr+LbrKJum0Xs7evmzpVvM1LUoNwl4uAVBCEREXgFYbgwI0oETMQm8CYogYN18AIYufYM3lhEQ0AXnZmOaAgEDNra9UmTHLxATrYSeA0i9LRGxd7gZjBT5BGPAFZB0xrRUFmplxtiem73EvV1rY5oWME83G4o1NpnSpymBLrdg3dXJwq8VtHVzMsFb/TPQHcI/NGffV0H1LaDP0hVZfJ7BwkCr5EPE3RxHWsAIQ5eQRAEQRCGldA21cwqXQbt4O1N4M3AFLn+nrckF07TRev5PAjAilUlENo+NNczjHQ2b2RKtzbMeOdX9P4ejCRGjno/YrSlcPCW9+EEcRU4zpQTgVcQhERE4BWE4SK01bng3Jyiq6/hVn/QyYSD1ymiIbMCr9erG3pFIgZdPqX4GoZJQX5P0vhF3W/yBGfQSAUT73xCbTRD0DM6mq2ZJqyy9G+wCrwVFXq5sREId6j8XUhy8JaVpdeN2SaYRiku7kcn5xT0JvDm5ZnOhef/vQD7XA9TfsOxO5/o+3pdhTBRu4FjAq84eAVBEARBGFb6U0caXnDlDl0Gb2/xDYPBla3uE1Jx9p7xxTNQ/T1WrKkcNTX2gDFNtm9uYA9WxjcZc6eM4AX1QaLAaxV1rTPnSvoQeI18EXgFQUgLEXgFYbgIrHLensrB6yqIq3vNFg24/w7ePIoLkyMaunv09K5MCLwARQ5NYAsLArhcZtL2Yk8HZ/AUZbRQssJSofSMjkCp9nbo7FTLeXl2126Sg7frWeXQDkegPA/T7SKMizXMTiueIXZOa8wFDD6eAZIFXqurNj/fhFKHwtNSdGZVO4cDjx9vWXHlw6SS+GrcwduZ/L4LgiAIgiAMGU79HC57BL7yb/jVi9BsefrsUlOshiSD1/AoAXmo6M3Fe/g0yFX9LfZgFTNZqwRep6i4UcTmzdDa2suA4Ga273DbBF7mzhzqyxo4rtwEI0UKgbfMcmPheJ4cqNI3WTGBd+1aiOwCqRuCIGQOEXgFYbjocRB4OwLQFC00s9xQY5nLb8mTiue8Ys9/TQtXfoqIBi3wZqLJGjgLvE7xDAAbx+1FBCVgF23ZpH4WAD1rdUjsCLLdMottwgS7k9bm4G3wQSAa1ut2wXNfYfFDf2UR79JDNiUl6b2ey5X83g6FwGt38ALFlgGtyQJv3vjkcODS0oTPjOGGidryMoXNAPg6Wwdx5YIgCIIgCP0g4ofQDvs204TnVsMTy+Evb9oLumgU2pBk8A5V/m6M3tzBuV44ckZ89QSeZ8XqSszg9v7FVwwT4TB885swdapyUH/3uymEy8An7NiWx2wsxpA95jsMHCUYOVBi+RzEjBSmCdkede8HUN6HwAswTt98TM1SGcTd3bB1a6oDBEHYHRGBVxCGg+BmCLckb7e6dyeXKIEwhkurpTsstarNOZkOrnxbREMsG9ffrUNzM+XgdRIkUwm8FObyEfuoSzRNeC9aoUQ6k4vzEcAq8Cb+zG0O3vpw0rGdkXw+YD8A8p0NsI4kxjQMvcBr2B28MWG3WQu8hZOTA4Sd4iSYpDfGHbxtI/8+CoIgCIKwmxDcmGwSqO8CX7THQHGOve5xq1p7UBENqfJfhyqeIUZv0RCgXLxRDmQxXb4stm4rdO4HMsL8/vdw441qORiE666DW25JGGQGoWcFO3YWcDG38Ut+wuK5p0HZpGG/3rRJlcFrGLD0O7D1x7DpashOo1nH+HHxxenezfFliWkQBMGKCLyCMBz433Xevsmav5swl9+dKYG3wBbR0NqeA4ab7oAnvm0oIxqKUwi8uTlBXuMIveFtXazQszYzFzQIEh28VmwO3ua8pHsJf7f+2fbHHT0cAm9Hh17PzzfshWdM4K3v1NcwOzljYuJEhxeaPBmOm8V7+5zBzVwGgK+jAXocpkoKgiAIgiBkGqeM2c0WM8WUhJwzVxFdXToWICsLysv7+ZqpohKGqsFajL4E5ONmwW9O4uK9/suXuB2A5asroWd0KYKdnXDttcnbv/99aGuzbAgsh4ifLXXl3Mdn+Sm/5K3PXA7uNLPQRgJXduoMXlBCb543vc/KXnPg/s/Aa1/j76fcEN+8enQk2wmCMEoYEYHXMIxNhmF8YhjGUsMwlkS3lRmG8YJhGGujX0st439kGMY6wzBWG4Zx4khcsyAMmHA79Kx03reuUS9PTyhQXCXxxcEJvIUJDt5sTHLptszQGkqBN5WDNycnlFrgDY588dmbwJvr2Ux+tHFcMOimvSPbtt/n15lref1o7DscAm9Tk14vL3dBqeXNb/ZDZwC6ok3xst1M2rMAV8JfitmzHV6opAru+wwvn/4NrudKALq6vNB+P3Q+A10vQ/vD0P4AhJscTiAIgiAIgjBATNNZvNyUopkxgKsoqd5LrHn6ZMQcvH2cf1oZfPlAshZUEUFFAaxYXTlqotBi3HmnbiZdUwNToj3T2tvh3nujg8wI+BcDsH6Tfg+nTmod3QIvQInl5qjN7zwmnTiPkio4dhbMrWLSHN28eu3Ie2IEQRhFjKSD92jTNPc1TXP/6PoPgZdM05wFvBRdxzCMecAFwHzgJODvhtFb21BBGGV0v6sKEyeafBCLApudkL/kLgEgENCinNttjwdIC1cBOTkhsrNDAIRCbvyBomETeEtLnIuZ3JwQr3O43vDhdvBHp9AFd0C4zfG44SKlwNuzEdrupqJMZx00NuVBXSf87mV4YQ3hBkuG7SAE3n6L+Q70KfAePRO+fxT8+Qw4Ybb6PmJUF5Kdm8P06fZzOgq80UYleXnB+Caf3wtmWBXlvteU+yKwCtruUg8+BEEQBEEQMkFoB0Q6krf34eDdtk2vOs5Q6osRy+BNr8CcN6chvrxiTeWoiUKL8dBDevnqq1X+boybb44u+N+EUC0Aazdoi/WsGS02Q8yopMzi1mhJkX/sSuOz4tIxDrOm6WJ+nUyUEwTBwmiKaDgTuDO6fCdwlmX7A6ZpBkzT3AisAxYN/+UJwgAwQ9D9Qer9vzoJNl4NL10GJ8+174sWLLW1elNNzQCcBYZqkmWNaWjrLLUJvJlqsubkOC0vTSXwBmmgipVEv+9gBD6wqKqpXM/DhKPAG+mCjofADFFZ3hXf39CUD+9ugT+9Dp+9nyP/9cf4vv4IvDNm2Ne//OUBXHgCvQq8FS44dg/47pHwmQUwqwJ2Wm6OxhWCK5e5CR/NOXMcXsilPmf5FoG3y5eie3S4DdrvU/8/BEEQBEEQBkuqunFTLwKvu3jwAq8rz964LcZQRzSkef55sy0C7+qoS2SUxDQ0NcEbb6hlw4Bzz4XPfU7Xrh9/DMuXbgff/wAIBl1s36IL6xnTw6rR72imtEQvxxy8W1vhxbWwZBvUtqf3Xrp00+OZ07QrXQReQRCsjJTAawLPG4bxvmEYl0a3VZumWQsQ/RqLuJ8AWPtDbotuE4TRT2AZRHy9j8nzwl7joDKhG1fUwTuoeAZQ+U9Gli2mobWjBL9Fdx1KB29ZLw5ewB7T8I4lpiGwKjMXNQB27oQnn9TrcYG36wXVoRnsDt7mPHhf3yFsGz8vvtwf8fyMM1Rxu//+8OabMHPmgC7fRm8Cb1kZyVMIEwVeI4c99rAP6dXBm5vg4E1FaCf43+r94gVBEARBEPrCDEP3Uud9VgevQ0TD4B28bme37lBHNKR5/vlz65nEFs7kcVasqVTpDMHRoQo+/TREopMcDzoIqquhpAROP12PeejeTfGZkFuWeWmNFPMuB3Bz/jfILSgZ7kvuP/vMgjvPhye/CNdGv7EX1sJn7oNTboVrX03P7R1z8IYizPRupAIl3G/caBISv4QgCFFGSuA91DTNhcDJwOWGYRzRy1iHR6I4BgcZhnGpYRhLDMNY0tDQ4DREEIaX7vcGdpwrH4wsIAMCb/R8JcUWB2/H8EU0lPXi4AXsMQ1vb9HLoS19i+NDxNe+Zl+fNg0INULgo/i2ynJ9bQ1NeTb38abK+fHl/jh4PR41Ve299+CQQ/p92Y70HtFAsmugziLwVheAkcO4cfYhjjdArkLY0MSiR2/lv5zCjXyDLl9W7xfne33E3mNBEARBEHYRAitU9IATGy0ZvFYHr+EBI2/wAi/Y3JX6/EPt4E2jwIyYjDvzt2xhCo9zNtkd7ezYWRiNs+jq+/gh5uWX9fJpp+nlc8/Vyw89MTseGdz0cgvZ9HAASzjCeB3c/c2tGwEqqtQszYOm6H4r9dZauzB+z9crrgL402sw8VfkH/5Hrsq/EYBg0GDrRovuIRFogrBbMyICr2maO6Jf64HHUJELdYZh1ABEv9ZHh28DJlkOnwg4BgeZpvlP0zT3N01z/8p+B5UKQoYJ1UFwe9/jnHDrAnSrxb8+cIG30B7R0FE4fAJvKgdvboKDN8sNbkM3fjAjIzaFbOlSvfylL6EETt+rtqYUVgdv606XyhCOsq507/hyfwTeoaBvgTfhzQ9FoCjaNK5aRTTsu699iGNMiKsIWruZ/tyznMIzHM3/enfwAphB6F6S5nciCIIgpIs0NBZ2K7rfdd7e1g0NUSEz2w0TLVlirmIwDJvAm9gLIW0cBd4hzuBNa1q/gVGhZwgexhusXFOZuiHdMPP663r5qKP08ikn1MZ7OqxaW8nyVWpib2SJzq3bMWEueKoY9Tjl69r6XZQ6R3wknacQinMgou5F5uVpF/a6j56H5hug6ffQ/Cdo/RdEUuT9CoKwSzPsAq9hGPmGYRTGloETgGXAk8BF0WEXAU9El58ELjAMI9swjGnALCDFX3FBGEX0JVy9vRleWGP/Ix/D0jBg/Xq9ObHZVdq4CuwRDW0Fw5bBm8rBmxNt+raVyfz08Lth3Q/hwc/Zi5ye4W8NG4nY83dvvBEIbobAJ7ZxlRXa+VD4yVoIhNXK7ArqPVqJz9TPdqD0KfC6cuGKx+GEW2Cv6+CCfdV7selquHgRGDkcfTR85jNQVQWPPprihVyFMEs/WJvJOvxdafyJ8b+XugmhIAiCMBikobGw6xPcAcGtzvvWWJyN08vBbalLolFoViPFgB28hoPA6yT6ZhK3g6vCiYMmxxcP53VWrq1QKz0jF4UGaoZi7B4nJ0fFkwEQbiEveA+nn7A6PvahJ9TMuNwVm+LbuudNHhsOXieh3xqHVlOR3nlc+TBZG4BmGfoead2GYgi3xGPkCG6DjgdVdIkgCLsVI+HgrQbeMAzjI5RQ+1/TNJ8FfgccbxjGWuD46DqmaS4HHgJWAM8Cl5um/LYSRjmRTuj+sPcx/3gbPnu/EtUesYuHVgevNTw/sQlX2riKKS6yOnjzRt7Bm6OzWj/K3x9yPMmDgpsyc2H9oL4egtFLKy2F/HyUezcBq4N3ypr39Y6jZ+Lr1p1uR7+DNxc+roWlO9TDhtro1K48LxRkgZGDYcC996ps4rPPTvFChgEllQTL1Icgmx4q21LccFmJdEBwg23To4/CccfBTTfZTNOCIAjC4JCGxsKuRyr3LsAeVfDoF+B3p8BlB9n3Rc0UmzbpTZMnMzCcxNyhFnijDuQ+OWhKfPFwXmdVXOBdD2bPEF1c38Saq4HK382KpRR0PgmRLs49fXl8/0NPzseMmEyuWxHfVnVi6dhw8Fqd1h0BCITs5p6aNEVqww2z9BOIib6N8eV1G8uSx/dsBN9L/b1aQRDGOA6KytBimuYGYB+H7U3AsSmO+TXw6yG+NEHIHF0vg9lH4v0nepoReyQUKFFXAdgdvAMWeN2llNgE3pzha7KWKoM3V/98/Kmm8ke6IFQ/rAVcUhZbuAmCG5PGWTN4525frHccPQPfI3o63GgTeJstUXRlZShnQU0RrIym4tR26N/QRpatO3Gf9xGuYnrmTsT7lirAZ7St6OOAKN0fQZbqKBeJwFe+oq7zpZfU+/GrX6V3GkEQBCFOrKGxCdxsmuY/SWhobBiGtaHxO5ZjpaGxMDaI+CGwPPX+gmw4bJr6l4i7hJYWaG1Vqzk5JPUcSBtHgTc/eVsmMdzKOWx29D7ugEmYhoFhmizgQ362MloYmiEl8mbv0fvxQ8R7ljYl8b4TgRVKmAROPnYd+Xk9dPmyWL2ugsWP5XNQRBWxLZQw/9T89LJrRxpXDnzjcfjvSujqUbMVrf0uxvXjHmfqJPC6IBihsLOJfDrpooB1mxwEXgD/O5C9ADxjwOksCEJGGKkma4Kw69L9gfrXG41dsD3qlMz1wOyEP7wu5eANhezOggFHNLhLbBENbe3Zo8rB6+/u5VnTMLt4rVP1Jk1CvZcONtKYg3cSW5jUFXWg5njg4Cn4urWqO5oE3rY26IyaBtzuaKSGKxcmWN649RaLr1NuWG+4iojsreMp5vo+Tu+4ntXxByINDXYR+tprIRBIcZwgCIKQiow3NJZmxsKoI/CxyvMfCK4SNlqe30+fnp4h1vlcCQKv4UqvCdpgsRhCUlKcQ89MVZu5iVC40uIc6Vmd4qCh5wPLrVI8nsH3WnxbXl6Q00/U1/fEr/XPeHXh3uQWlg/1JWYGI1fl5nZF3dLbWtV9IKjfvNX9EHizSmCqFnNno3KUHR28oCLQ/K877xMEYZdEBF5ByCShRuh8pu9xSyw20fnjwJPwXzEa0bBlixJ5AWpqonEBA8FVSqlFaG1q9g6bwFta4lcVc/4xUP4jKP4MZM8lN0c7eH1+ryp2nl0Nv3wRdlg6wAY3Z+bi0sTq4J00MQLdSx3HxTJ4T+Q5vfHgKZDrxd+tf6AjncFrFZit2cJlZdEbGSMX9q7RO37+Ary3FTp7+t8gxF2Me6E+116BPmJKYpg9cSG/tta+KxCAjz7q32UIgiDs7gxFQ2NpZiyMOvoyVPSGu5QNloSoaQ4m37RJEnjzB6EW9+d1S9Ia5j1cG/Lnt71Pa1u0vutZMyJ9EEzTLvAuXIhyYod22sade7qeCTZ9m64p22bPBHea2bUjjZEDNTq6jU926sdn5fmQVeh4mCOuYpihhe2YwLt+UxmRSIrPW2A5hPtweQuCsMsgAq8gZIpwB7Tfm56T4N0tennRJPs+w6X+gGPP3505cxDX5i6hulI3Bdu5kyFpsubUnMJbtB8UfhryjgBXNmTNhqILKBp3WHxMe0c2fO1R+MIDcOObqgFdjGEWeG3NNmoaVUyEAzEH79H8T288WmVo+PxaGB1NDl7r91Yeqw+NHNgv4Y079Tb4v+fT69BsxVWEdz/tRNgnshSzJ83I9Gg35x1JkgIsXpy8TRAEQXBGGhoLuwXBLRCqS72/OwRNvtT73ckO3gHjShDphjp/N0Y6Dl7AdbC90Vo8hzfig1BtiqOGjo0bdTRGWRlMnhSCrueTxp1y3FomT2wFTJuhYvYlJWMndsCVaxd4l1oK3eqC/s2WcxfZBN6FeaqHSyDgYXttCqHYDEO6hgtBEMY8IvAKQiYI1UPrzaqDaTostihtByZ0dHAVKZEXu5t0yhQGjuGlZpx2zNbWgs9S82ZnD+LcFrKz4eCDEzYWnArZeyaNLa7SmV9tHTmwv0VkXGL5+UQ6lTN6mLA5eKtXphxXWtKNyxXhEm7lYm4lsmcNHD8bXDn4/DpyYjQJvEHLs4d4zpwrF+ZWqaZqVuZXDyCioRjvpAI2oT6s+fgIvratj4OiRKcJJjp4QQReQRCEfiINjYVdH8t0fkcWb4E9/ggL/wy/eMG+z/CCq8Dm4B2UwJsotA6XwBs1hPTJQfpe40AWs3ql5bhhNlKA3b27335g9CyHcFvSuJycEH/+5bPMYTWTUfcGPk8B087KH1sO3nGWKY42gbewf7PlXEUwS3/fi7L0DzJlTAOoXheCIOwWiMArCIMl3AHt9yshMh38QVhqmSt/QIKDNxrPAHY344RBtjupGa9Fx9pa+7mrqwd3biuXX66X99sv9bhiS23Z3pFt/zm8lyAKBjcwXKxdq5en1CQ3V4vhcpmUl/npJpfbuZid912lnqq7q20N7EY6oiHV68cfGBi5KiJkYcIHbP9JA4hoUJ/dF7JPjm8K/2dNeseG2yC009HBu2RJ/y5DEARhd8Y0zQ2mae4T/Tc/2qwY0zSbTNM81jTNWdGvzZZjfm2a5gzTNOeYpplG1pQgjCCBldCzrvcxH0efGG9rg7Zu+76oIGttZDyoiAYjC1yWJ/rDJfB60uwKV11Ic7GK0Mqlm7Z3LGLqMPe6AHj/fb28cCHQ/X7KsWefuoobLn+Qxhx1s+I5eoqqW8eMwJvg4AU4bhaML4IpJf0UeIttsWp79iyNL69Z30smcbgJgttT7xcEYZehl85GgiD0SaQT2u5I37kL8NEOCEbzrmZVQEVCsK5LP4G1il3jxzMoaibq826xJERkZWVW4L3wQnjhBfjf/+BnP0s9LjdXNfoKh9XUosCek4kbiZfvVM0I8qPdcQPLIXdR5i4yBZEIrNBxX8yfU596MFBZ3kVDo3r/GpvyGD+uAzzVNnf0aHLwWokLvDGX7iWLlNslLwt+eDTsNa7/EQ1Rgfe14hP4Sv1NAATCXtI+S89qamuTb1acXL2CIAiCIOyGhJuh47G+x31iKR72qrHvizYzXmmZqDVnziCvy12qIg9gGAXeCUpYjr9uPhgeRzds+9yZbFlcxdsczKod41HR20BoiwrFHY7M4Cg2B+++7SpuoxdO/JkJP70M1jWRFQyr79k10MYkw4yRDZO1eYc8L9x1gRKpQ5H+O3jnVEK2G7I9dJaOI2tzgB6yWb2uD8G7ZxV4B+kWEgRh1CMCryAMBNOEnpXge1k9Fe0Pi3vJ3wVwD43Am18yncKCAB2d9jyGyZPBlUEvv8sFd9zR9zjDUC7e5qh/qM0opWpuJaxqgLCppjAdOlXtDG1Rxao7zaloA2TTJh1dUVnRRWVFL9lt4Ug8hxegoSmq5HpqxpbAGxNxT90DVnxPFZ5et9rm6qfAa2SBq4BVlftxf/0F/IHvc+tX3mUhaSq0gVXs2HFk0ub2dhUv4fU6HCMIgiAIwu6BGYKOR1Vz1r54zxL3tSChiHaX0N6uY7m8XpgxY5DX5ioBoi7JdKMTBothQNZM6P4YsudD4dmAG4LrwfcKBPWMuNZfX8iC474GwMwdTcRjtiPdEN4Jnpqk0w8Fppng4J2fZnyAYeh4Ak8GnSlDjWFAdQVMKILt7eALwsp6ZaTwuPpXa7uLVI3+zhVQU8T7/51HzyXqvm5VnwLvGsg/dhDfiCAIYwGJaBCE/mJGoP0uaH9oYNmwveXvwpAJvHgnU1MTSto8deogzzsIrDENbYkxDe9YMsFMEwJDnx+1bJle3nNuL+7ddzbD4X/nGF6Ob9qxMzr9yjPOJvCO1oiG+Ptu5GjXRnGOFncBjAGo0+5S8ooifIb7WcoC2tr7EfAcqqV2R/JnFPSDAEEQBEEQdkPMkHLuBtPI9t/epsQ0UA+u5yfMDnKX2ty7s2dn4CGyNYd3OOMDco9Q/S4Kz1Hu3ZjoW3yxEn2jzJnVhGGYAGzYXEogYKn3hjGHd+tWaIp6Y4qLTabXDKDRgnsMCbygzBQLLb1G3rd8hvvj4DWylCA8oRhcBnNn6fvQeOO8VITqHJ3dgiDsWojAKwj9pesF6Emdzdon5+wFF+wL08r6dPBut8QlDVrgNdzUjE+ezjSo5m2DxCbwtufAIVP1hjc32Qd3f6iE3iEkLYF3Zwdc9gisa+Jnb1/CFfwFgDUbysFwY7qqbBm8I+3g9Xohx6F21A5el5o+5kR/HbwA7lKKCgPx1fYOy7nDEdvQ1rYc/H77RJIdO3RfH+vNVlM/jfKCIAiCIOwimGFou1tFdqXDuxYzxX4TlVPSiqvEFsk1b97gLzEW+wCApyoDJ0wTTwXkHpAcsWC4lKPXpQwIubkhpk5qBSAScbF2gyWzdRgFXpt7d98ODLOPHiZOtf9YcvCCikPbLxqPUJQNK+r0vv72u7C4w2dOa8blUrX1pq0lSTV1Ej1p9sUQBGHMIgKvIKSLaaqOvf63B3eeT+0FfzkTFl8B0xMC8Q0jLvCGw7Bzp95Vk4GZU+McejGMHoE3Gw6xXMySbdBtcXOGW9SUsyFk1SpdRM6b3ZA8YEsrnH471HYA0J1XwGOcDaCyr9xVBENuwlGN0uMZ+VgBw0huHGIYMMn6bCGVU3cgDl5XGcVOAu+rG+CAv8BvXoKGLv526wHU7HUV4/e+iq3bi9i0pYRLrzqdbdvVeLcb9tpLn1YEXkEQBEHYDTFN6HyifyLku5Y4tMRmxgDuUpZbtOL585OH9JuYQcOVb2+4NpIYHsg9OL5qdXyutDo+g5vUDMVhwJq/u3DPPhrlrWuEw/4OtyyGdkujvLHo4N0/+jksyYWfHqf3ufrb0LgkvpidHWb6FNUHxjQNu2jvhAi8grDLIwKvIKSDGYGOf0PXy32P7QcPPj6fH/ziOJ59eaZ6QG0UgKEUwfp61fQLoLwcsvsx0z0VTi7g0SPw5kBNEUyPFsjdIXt+GiiBfQipiwq3AJMmJExj2tkBZ9wOm6MN9TwuNv7gYrahCrbV68qT4hlG2r0bIzFXrqZGNdeLk+pGZEAO3jKbg7etIweW7YQvPag6Wf/5DUIH/I3HfpRNd7eX1rZc7ntkL77+g1O55e794sftvbf98yoCryAIgiDshnQ+qTJm+4PVwes0W85VahMaMyLweieC4QZ3ZQZOlkFyFqjrAo6sWMJP+TnPcBLldz2nx0T8Q26iiGFrsLbXht4HX/sqrG2EHz8L33pSbTNcw+uQzgRGDhwwEc7ZGwIhWGZ18Paz1o45xdu64bFl/Mt/EV/j7wAsX93HZy+4Mb38akEQxiwi8ApCX5gh5RxId1pYmixfVckFl57LH/56GCdf8Dn+fPNB3P/Y/rwb7XmQ0fzdKIcckrxt7tzMnHsg2ATezqiwe+R0vfH5hCfNwS2Di8foDTNMfZ12B1RVdOl9oQh85d+wI5rnlu2G28+j+gL9xqzdWE7ENWFU5e/GSBR49947YUCqTsQDcfB6qigu0j/H9o5sqG2HHD1tzOPz8xSncxpPASre4pmXZtlOc8ABUKbTSiSDVxAEQRB2J4Kboe0eFdHVHzoDsDwqoBnA/hPt+135hM1s3ntPb1q0aFBXGn2tLPBMAo/DdLmRxJULWarGWpjzET/n/ziJ5xi3IkE0DyxzODizJDVY27uXJrzvb4PHLNf0jehNjLtCOZPHEq5cNX3u72fDJ1fBQdEeLEZWXHxPG3dU4H1iOVz2CEfu/C+/4KcU0cYnK/twNpsh6OnDNS0IwphGBF5BSEVop2qk1vxH6M5Ag68NTdCiw1mXLLWrtlf+9CQ+85UjOfBA+MUvhkbgPfVU+3pRkRLSRgqbwNsVfep82jw4Za6KsfjWYckH+d8Ymovp/oD6Bj1NqrrSIvDeshgWR6f7uQy48wI4cQ5lpX7Ky5Si6/d72bpzMl2Ww0argzfpRiaVkDsgB28lRYXaHdDWng3Hz4b3vgW3nAPjiwDIpZsnOJPzeJD/vTEt6TQHHKCc6zHEwSsIgiAIuwnd70Pr7QMTo97fDpFo5NYe1VCUMAXeXcbKldAZjX4dNy4htmow5CyEvCMydLIMkr0nAEVHa+fr9KZlyk0aI7ASIoHEIzNKbS3URbX3gvwAs6aneHofCMF3/wOx5LST5qgsZRh9Ano6pHLpDnCmHKD6uUwuAaCCJn7JNXy0PI3oisDKvscIgjBmEYFXEJzwvwutt0BgReaKnR89A3tfB5c/BptaWL+pLOXQn/0MXnlFr2dK4M3NhYsv1uvXXZfck2E4cXTwHj4N7jhfFS4VDs7SnvWZf/pshjB9r1PfqF+vsjyq1L6zWeXGxvjukXDMzPjq3Jk6z2zpJxXxwhWgcpTM0utT4HWKaDA8ylnQXww3RcU6eDiewZufBWfOh8cuojZbFekuTO7iCFuYNgAAb4tJREFUC5RtSZ4WuP9Cnwi8giAIgrC7EdwBnc8M/Hi3AftGC+cUzYwXL9arBx6YwVo4Z+/Rk79rxasepM85tIc1KDdvjtlN8F2Lg9bsgZ7MzlZMxOreXbDXTlwuhwZqpglXP6Nd2Dke+MWJer97FxJ4BzJTLubgzXLD1cfEN3+Dv7L3e//tuyF1cI1qWigIwi6JCLyCYCW4Hdofhs6n+/zj95dbDuTCyz7NKmuTglRsaoH/rYdAGP79MbgMNmwu7fWQJ57QyxMmpHPx6fG738GXvgQ//ald7B0JbAJvR1H6B3Y8DpHuPoelTfcSWpqChEJqmlRhQYDc3JBq6HDxQ+p9A5hXneQqPuQAnfP26msuai21ciYa42WCRIE3ybXtVGD2NxPMQnGJdsu0dSQ4Z6aVcXbNC6xgDwCy6eE2LsaLdv2ecNQ69pm7TAReQRAEQdidCG6G9vvVVPKBctg0eP4r8PGV8HWHbDJ3mc1EcdBBA3+pMYMrHzwVlBR380G+/oYbn0poKNy9ZEgvw5a/u8+O5AERUzl377YMvOY4mGq5Z/KMkuK6P2Sy14WrRD+ROHtPIkcr04kLk9+2XUnoxDvgoY+0iz2RSEBl8QqCsEsiAq8ggBIL2/8dde32/fT6o2XVfOvHJ/PAY3vx3f87oe/z32kpmI6dBZNLkgRew7D/IV5vMTVmysELylV6223w85+Da4R/A9gF3oL0D4x0gv/NzFyEGQTfGzb3bjx/9+GPoTEaqluZr5zFXntW1lGHboovv/IKo1LgnT4dJkZntu2/P1Ql9qZwKjwH4UApKimML8cdvBZWNk3ldJ7Chyps9+YTvspNAPz8+//j2Qfvwej5yCbwPvoo/OMf2DKOBUEQBEHYRQisgrY7IdLR99h0GFdoFwajhM0ynn1Wrx9/fGZebtTjUbmvO2fqjnLGGwlNzoI7hjSj9f33I/HlhXs55O/++Bm7uPupPeHLCdPOxmJEQ6qaeiBmCsMNrugNlGHg+ttZrMzdK77bs3QLfONxuPBe8Aedz9Gzqv+vKwjCmEAEXmG3prmxi9r170DLjf1qLvDA43vGl//7wuzeB7f67QLvRfsB2ATeTe9fT2jnr7j7rkji0UBmBd7RhE3gbfeAu9g+IGLCkm227OI4/ncg3B5f3bIF7rhjAE5P/2KIdDoLvBcfAP86B6aUwi9PdLxROOzALbhc6n1buhRWrND7RovA6/XCc8/BH/4ADz/sMCDTDt7SkvhyosDr83lp78hhAzP4GT+Pb7+GX1JIO4cduEUZE4LbKS9pje9vboavfx2uvnrAlyUIgiAIwmjDNJW42/FvMJ3r4EyyZGk1jdF0rXHjYMGCIX/J0YFXCbzhQ3XMWOX6Veo+xYrvtSG7hA/e14JjUoO1x5bBrZbOd+fsDX89256f4S4dmOt1pEnZ62KAZgq3xalRkc8/zvwr/+CrRLD8rP63Hj53v5qNaKGzM4s/XV/ARReZ/PCHsCahn7UgCGMbEXiF3Y+IH7rfZ8Xix5k3z2T8zIN49MnJ/TpFZ5c9m7StPdmlGOdXL0FndPr5nEo4fjZdXV7qGpRj1eMJM3F8Oy5vGfP3dP4vuasKvGWWGOLGRsBdxdJPxnHsp7/Ao6e3EtnzT3DKrfCfFckHm0HwvQiA3w9HHqmiJ848sx8XEOmKN21zFHgNA86YD29eDmft6XQGigoD7LePKlJNE+6+W+8bLQIvwLx58L3vwdSpDjtdDlnHg3HwlunYksT/GzvrtVP7L3yTTUxhJXP5GT9n2rRWDj9oc3x/ZVHy+/7oowO+LEEQBEEQRgtmD3S9BC3XQ/sDg4tlAFWEhfsWiO97UBefJ5008rPZho1otMHsgwMsRrli3WYYXkpw7Aa3QHBr4tGDZmdtD9t3qJowNzfI3Fm6hwXdIfiJxVZ9+jz461ngSXhzPBnMrBtOMungBfDYm6ntf2gTX+cfTGA7j07+kt6xthG6dATax8urmXvoN7jqp0dx110Gv/89zJ9vv3cRBGFss7v8SRMECLdA+0MsfuE+vnlFiPkHnRUXWa+/uX8BXCvX2LtnrV6XIof3oY/gLktHge8cDi6D9z/Wiu20ya243Sa4K5k717nRw64q8FoF0NpawFPFj397DC+/Pp3XFk/F1RhtcfxcisfLgU8gVMvdd8OmTWrTm29CKN17hM5n41m+9Q1a5Kyu7LSPy3KDK3UHjlOO14WwNUJgNAm8vZLpiAZrk7VOu8BbW6cF3r33beRXx97BPFbwL+9l/P0vL+D16puzPaa+xUEH2aNLtmb+nkMQBEEQhOEk3Kxi0Xyv22ZjDYrXN8L+N8C1r0Kt8zn9gWLuutsTX//MZzLz0mMCdyUYHhYt2M5TnB7fHH52bfLYrhcy7qZ++1UtJO+/zw517xMjxwMPfA4WjIdJxXDDGc51t3eMCrxD6eBF9wPZSQ2XtP2NyI+OgTwv3Hsh1KgeJxs3l3DMpy9ie62950koBF/4AvznPwO7FEEQRhci8Aq7B+F2aL+Pl17wc8QZF3Hjvw607X5j8RR8Pm+Kg5NZtsr+h9Wx0dr6Jvie5a/l2Xuqf8D9j2o36DGHRYPu3ZXk5sKUKfbTGAZU2x/U7jJYhevaWsBdxbsfquLtSc7QO1/bYHsCHcc0MTue5cYb7SJgXV0aL+57SwnEsWOiAu8hvMkcr0Ox2wunnuxwbYwhgdep8HQVJm9LE3v0hm6y1tySy2GnXxJfnzCug5vveZVHb3+Q9577J4ceaFdvPa5OXnp6Bd/4hv38zc0DvjRBEARBEEaKSDf43oTWf0Gooe/x/eHuD2B7O/zhFfjLG45D/nHnIbS2quUZM+DYYzN7CaMawwWeaqqruvhg3FHxzeaL6yCY0Fg6uAX8b2futSMB3n5TZysfvL/D0/q9xsHTl8CjF0FBipmRnjHqeHHlqJ9/Ihly8M6Y1kxVhTKntLbl8snx58DiK2AvdSMSDht8/vJP0dSs6v2iwm5+ctXbzJun75+++MU0758EQRjViMAr7LqYIeh+H1rvgJa/QKiBb/zoFHp6PI7D33l/YlqnbWjMizt/Y6xKdPBGTLjqKfBHraSzKuC608EwCIVcPPyUbnDw2XM+VgseJRpPmmQ/VXU1eJwvecxTWgrZ0RquowO27RxHY5MSWjcynU+ICuHdIXh1g+M53ns3xLJl9qf8O3f28qJmBDr/C13P2zav3VjOXFbyH07jqw99HT7Ynvb3sd+B1Yxz6PkwZgReVw4YCQ84BinwxpoGtrblEAioxnSP/GcP27hxVZ243SZnn7qKffZ0rirzjPe48UbY05KQYW1AKAiCIAjCGCCwHFr+rNyhkQx3TK3rgKdX6vXP75c0pLaugF9eqwN3v/Wt3SieIUZUIC09uJDNqHi6HrJgU0vyWP/rKtYuE3Qv5q13dVF88P7bnMe5XarvhROGa+wKvJDCTDFAgdddAYa+OTQMOPqwTfH1J56dC9W6jv/9jYfx5rvq/Xa7Izx937388gfP8eoLm5kQNUU3NcFPfjKwyxEEYfSwu/1ZE3YHzLCaet/8J+h4CoKbwAyxY2chq9ZWpjzsjcXp5fAuX12VtG3N+nL7hns/gLeiWaJuA276NBSo3N5VayviT1CrKzs5dFH0KbZbXVuiwDttWlqXNSYxDLsI+r/X7EK5zcX77GrHc9xyz8KkbbUOjXkB9dlovx/87yXt2vKhi6c5hVJayetshcseSXY0OGF4ceVM55JLEjYbUJX8URm9uIoS1gcu8Hq92olumgbrN6m8u01bS2zjrHm70cHwynpYZ8llC26CUAMzZuhNIvAKgiAIwhjANKFnHbTdDe0Px2OxMs4/F0MwGilwwCSYZ3c4hkIuPvf1T9HaqmrxmTPhssuG5lJGNW71czl40Xau4EYO5i2+eNTryoiSSKRbibyDJdJNT9tilnykxdm4g7e7H7nLnnHJZoSxhFMcQ6rohr4wXPFM5Rhnnbwqvvz4M3Pjy0uWjudnfziKiWzlWF7kZ999JT5jrqLwQ/71L32OW2+FlZbnJIIgjD1E4BV2LcId0H4P+N9Jcge8/V7vDt1tCZlEqVi+Klkk3rK92L7hiOlwVFSRuvwQNe0oyoef6OVFC7fjcpnqD7VbicQTEy7TKmztilhjGl7+n9u2zybwPrUC6u3ZuC++Op1b701T4DUj0PEw9CTHL3S1uvjNxq8xjU1qaF4W3HoueN1JY5PImgOGl8svV8JmjD33HGPOa3fmBF6AOXO0q3r1OvXZtuZ+nXXySj7zaR2RwYfb4ZTb4Lx74I+v2k/WvcT2/2DtWggEBnV5giAIgiAMFcHt0PmMcuy23QM9Q/hkdl0j3PquXr/8kKQh3/rxSbz8+nRAPYC/+WbIykoatuvjUfcwRx2yiac4g3c4mBfemEkolEIS8C9WPUwGg/81ln5cQiCgiuLpU5qpruqC5XWw4Hr4+1vpCb2e9GZajloy6eAF8NodQacct5asLPVz/PCTGpZ+Mo6Oziwu++oJ/C70fdYyi3u9X+BHl1tq7MBKTjohwEknqVXThD/9aeCXJAjCyCMCrzDmaalbxzlnbuK8s1bTufVv0LPRcdwLr2qF6OD9t/L9b7zB7695Ib7N2mSrN6wN0mJs3pog8E4phQc/C/86B6460rbrg0/0E9eFe0WVSHc5GEpMTHTwTp+e1mWNWWwC78v2fe9xAMuIxll09cBv7QP+749HYZrJTRhqd9gzeePCf2BV0tg7H9iHRw/axhEol0IEA+OWT8PeaeYr5KjpfjU1cNttsGgRnH8+PPBAeoePGjLo4AWYPVsvr16vnCHbdujXuOyi9+0NBQ0D3o9O2Xt8mer8GyPwMTOmazf1T3+q3NEffzyoSxQEQRAEIZP4l0DLX1UDNf9iCLcN7ev5gnDJw+orwNxKOGmObchNd+zP329fFF//6U/hmGOG9rJGLdHmXPPn1jN+nGpE19qWy3sfpog+MMPQ9bLzvnQI1YN/MW8v0eLswftvUzX91x6BJh/83wvw3TQ6fHkm9T1mNOPo4E3v3tMRj33maVFhgDNO1LMdP3f5p/j0l85n2YYaPs/d5BCgOliL50XLvZDZA4FP+PGP9aa77uoj6k4QhFGNCLyCI6YJL74Iv/89XHklHHww3HTTSF+VBdNUDQBab+Uv123lkSen8vATc/j5Hw93HP76O5P55906j+vqb7/O73/6YrzrKEB9Y99/ZP9w46Hcfv8C27ZyGvl64x8JvJzQMMAw4Iz5kGufTvShReBdEBd4tSs4UeDdnRy8W7bY95m4+D5/0Bvu/RD+8TaYJsGgyzbd65tfeSe+XLvpE9XEo2ctbTte5f9+tJRbby/md385jPF7XcW3fnwSpgnvf1TDc9/08/nmW+LHPjz/Cjjeok72hrsEvFqB/9znYPFiJe7Om5feKUYNVoHXcA982liUOZb7q1iEidUlP2FcQofrfcfDsTPVsgn82TItMOLnhKPW4rYYqtvbsU0rEwRBEARhBPG/C53/gVBj32MzxU+fg5X1ajnbDX/7FLj00+PX3p7CFVefHF8//3yTn/1s+C5v1OHKBVchhgEnHKVd1U+/NCv1MT3LlCO7v0S6oP0BMMO89Z6+uTlk4Sb42qOwKtpkL9cD3zy093MZBnin9v8aRhOJAq/hVT0wBop3MnanBFxz5Wvx5eWrqnjh1Rn0kM0/uVQPuu1d2zEEPuDQQ+HAaP/xnh74298GflmCIIwsIvAKjtx3Hxx/PPzwh3D99fDOO/C1rxHvPDvsmD3Q/YHq6Bqb8tV6GwS38vNrj4oPu/bvzgXCNb87Ju70nDG1meOOUA27Kiu64mPSEnj/ps7vIkwBHXzHuJ61zOJn/ALz5y8q4bkPPl6hc8EW7BV9RGoReHe3iIZUjcj2nqd+Ns9wMg9zjt7xs+fhtvdYvqoqPt1ryqRWDjtQq8M767yqiUfbvfzxWoOf//FwvvydM/nRr46jtq6Qv9xyEO9+MIG1TwX5F1+OH/cYZxH82hHpX3zuwUnF1ZjFKvC6Cgb9fdkcvOvKMU27g3fi+Pbkg660/Owf+QQ2NMdXZ054i3/8wz5ccsIEQRAEYQQJt6i+Fy1/h86nh/e1394Md72v139zsi0SrbMzi89ffjahkHo6vHCfBm67zdhlyrYBE41pOO34NYAyqvjvWo75mxROXdOEjkfVvVi6hOqUizvcjGkSb/AF8OkP/mLvq/G7U2B26h4p6pprwD24mWUjjmFv0I2rwHlcurjykprO7T2/jssvfjdpqPGFhaonDMAbm2BVvd4Z3IER2sH3vqc3/e1v4MtwH0RBEIYHEXgFR1JNL1++fBgvwuxRLszOZ6H1n9DxJHQ+lzTlq8oi0jqxbUcRr72tOj4ZhslT99xHTk4o6diGpt4dix2dWXQ0u/kbX6eLfDoo4k/mlZTSCkDOyi3wjHMjsBh+v4eWVpW35PGEmTQh+n14dDeu3c3Bm6qJ3L9ve4jZMxoBg69wC43jowMPmwqfXWhz7+6/zw5qqnQ+b229LgJ/fb2zYPvAv6Zx3O2/Iw/VIXg1swldfzafPfcTx/FJuAohJzn/d8xiE3gHX0RbBd51mypo78imy6cC73Jzg5QUOzRaOWASHBl1REdMuMHi4g1u4Stfqufee/WmVcmJG4IgCIIgDDWhWtU4reVG1fciVN/3MZkkEIKrntLrJ8+Fz9lrsp/87hi2bCsBoLzMx+P3vUve4CYn7RpEG62devxaJhbWs4PxXNt4OdzwBjSmuKcKN0HHI2kZWWIzLAm3ArByTWW8B8OVOTdQ/chLeuzlh8CFCxxOkkDWnL7HjHYy3OsCgKy5SZv+8ptn+OUPX2bq5Bb222cHt//lca7+48fq/0iMWxbbD+pewlln6VjAlhZ46KHBX54gCMOPCLxCEuEwvPaa875hccyF26DtPmi6Vrkw/e/0Ot0rLzdoW6+rtztx//3UvLh797gjNrDHbH2ukuJuPB6V7dnekUN3d+quWPWvdvAyx/B1/kEO9g5Pa5jFqxdcAfv13gCgoUlfW1VFl3YRWBy8FRUwdapanj4dqu2NgHc5Tj4Zx4K7pqqTy76gnBltlHB09mtEfnAM3HkB5Hh498MJ8bH777uDmuqO+HptXV9PxU0ueOwaKjrUlLMOCtjyy0s597Mb0nd2FJw4trv5JmItPF0lgz7dhAnaBFzfkMemLfqcE2vaU/+cr7II8g9+BJ9YgsD8izn3XN28bts26OhAEARBEIThIrAa2u5QjdPMyMhcQ7MPiqLT2wuy4Hcn22YevffheP5yy4Hx9T//8lkmTR2kY3JXwaNczjk5IU46cyuLUT8nwzThgaWpjwusBt9LqfcDBHdA+702t++zL6v4rcN5jT8ErtJjT9sDrjkuvWvOGmu5Zw5kuNcFANnJPxeXy+QnV77GxiU3sOSFf/LFC5aq/xpf1jnUPPgR7LDMpAssw20E+OpX9aZRFc0oCELaiMArJLF0qcq3dCJjAm+4Q0UudH+kpvGE6qFnLXQ9D61/h541aU0FMk2orbcXbFZnJ8CHn+jpWmeeZLf8GUYaLt5WP3z9MWZ86Xccylt6e66H5uLxXMW17Mky7vFcBNW9F491lkZu1ZXR1zU84K6Ib3e54LHHVDzGo4/uOgkAqSgqgnPPtW8rLAxSUNDDEQdvjm9btnEi32n+NRRm4/d7eOQ/ewCQRYDz1/2N6tCO+NiGpvw+TAYGt0cuAiCMi89zNzVH9KOTbd5RkL1n+uPHAq5S/WHzjOt9bBp4PKoRWowly/aOL0+oSfELBuCgKXBU1LYeMeEH/1VfAQIf43X7mDlTD1+zZtCXKgiCIAhCKsweZbZouQla/gHt90Mk0PdxQ0lNEfz3YvjtyfCLE9V6FNOEb//kpLi548Sj1/HZcz62mSl2ayw13jcufpd7+Fx8PXjdW0kuXtOE9o5s2tqzMbvegK4XwQwln7dnDbTfnfTZePblmYyjlgc5H7cZbZi7YDz89WxbXnJKvBPisRJjmqEQeN3l6WcTHzwF9o8akXrC8HfLPa3ZAz3L+OIXIUtNtmPxYqUJCIIwthCBV0jijTdS7xuUwBvxQ2AFtN0FzdepyIWOx1Sx2PJ3aLsXfG/1q2hsbMqju9vuorQG+QOs31QWX54zsynpHJXlOmTIMYf3ieXw74/1t4HBA3t/BzZdzbs3/54/cRVBsrjtvgV8vLx3u631/HFh2VMNhv2/4r77wm9/C/vs0+vpdhlOOcW+Pr5GFYAL9qplyqTW+PbHn1HTi269byHNLXnk08mLOScx7YHHyT/xz3zbcwMuwvj9Xn7y22M44ISvADCXlajOXZp/cin/5RQu5jaeNM5kxtRm+sRwQeEZkH/UQL/V0YsrB1zR/ysZEHjBnq98/+PaOTBjakvvB/7mJPBG/08s2Qb3f6iWzSD4FzPXMstsxYqMXKogCIIgCFbMCHS/D803qLi00E5lyhgJVtTBH1+xRwS4XXDJoqRohieemctb76nMV683zN9+91/1/FoEXoW7UplLgH32rKP91ANZh3qw7u3yUX/Os7z3Rjk3/PNAzrn4PGr2/C7FM35EycwfUT3/e1xyaRkr3r4Tul5Sjt3gZmh/WM2+jPhtL9XUnMvrb0zgIc6jhuiMrPI8uP18yEtzFlx2GhEOY4EkgTdDjvLcg9MbZxj2Xhd3vw/1Ot6O7g+orIRPf1pvuvnmzFyiIAjDhwi8QhIffaSXEwXGfokppqmmb/kXQ+sd0HwttD8EPRsycZkA3HTn/knbfvPnIzj+nM/z0BPzAdiwuTS+z0nEqyrvZH/e42YuZeZlv4e1CXEQn98PDp0KwFOcxjG8zLJjzwLD4MSj13HcEaoLbSTi4vqbD+r1ep0F3hRdxnYj9t3Xvl5ToxpiuN0mS57/Z3z71u3FvPvBBL738+MB+DSPcHj3KwAYnT1cH/o265nB45xJ1p9fYtHSx3mRY1nJPM7icdtrmLg4jf9wFxcxeWIbubkObgQrhgsKP71r5e4m4o0+2c+QwDveYqZ/6WVdyJ9xYu9Z1cysULlsMX75IjRFH8R0v8v8efq9uuEGFSsjCIIgCMIgCLcpI0ZgOXQ8per2jqcg0nuviyGlsUtl7R59E/zxVdjeywwgIBRy8aNfHxtf//qX3mPGtBYw3MrtKKh61tL74/e//B9XF1wbX69asYzST93ASz8J8uh/5lLXoIXIhsZ8brtvIXsf8SV+/WsIN90Crberz4wDj/53D/YMf8J+RJvhuQy4+dMwvshxfBKuPMjZRdwurhwwsizrGWoalzUb3KV9jwM4dqZuROgPwc3v6H3B7RDaaYtpuOceiUIThLGGCLyCjWeegdtv1+t//rOKa4hlXm7eDK2tfZzEjKg/Em23qgYMnc9AcBOYmVVhlq+q5Ke/P8Zx34uvzeBL3zqTxqY8auvUH9DJ7i1MXrkE/rUYrnkOLn4ITvoXDy0+iPdYxKXcQvGGjfDn1+0ncxnw5zP4y2HXcQZP8SpHMWm8ao5mGPDrq3XX2Qce35PmFj3VPxy2Tz1avkoXVNWV0aemIvAmNZJze7xxkbGi3Mf0KUqYN02DA0/6Sty1/e6sU/A98BWYpSMuprKZM3mSn/EL/sY3OBb1/vycn3Ho/pv43uVvWl5JvT977dGHI8WVDwVnQ/b8QXyXYwDPRFVwZshVUOPw0S4sNDnheIcGa4l8+wiYVKz+/52zN2Qr0Z+Iny+ev5jsbLX6/vsqykQQBEEQhH4SboLuD6HrZWj5qzJitD+snLsRX9/HO1BbV8D9j+7JbfctYNnKqr4PSGR9E3zhAdj/Btjvz3D3B3oS1pqGXg/91z0LWbVWOXWLCrv5yXeiTUXcZUmz5XZrPPoJ/OSJbVx+Twt/yv5ufNtM1vMkZ/IOB1HDDnJyguRaep6Ewy5+8ttjOe6cL9juexK544F9WcIBHMzbtJaOgx8dDUdMT/86cw/ctfpdWEXdTAm8hgG5i/oeFxv7HYuL981Ndld89/scfjjsoVLw6OyE++/PzGUKgjA8yF86IU59PZx2mn3b3ntDYSHsaYkbTZnHE5ui0/xHaL0FgtuG6lIB+M/zs3vd7/NlxXNav8/vWR+ejvsL98LVz6onlv9ZCR9spyRgj22I/HsZ5pZW+8mmlPKkcVZ8dfLEtvjyAQu2s3Bvlf/a3e3loSfms3lrMUeffRHlc37Aw0/OY8fOQk46/3Nc9w/tStQOXt0sbHfF7bav19dj65g7a7pzfMJff/s0eceMh5cvg+8fRafHuVgK46K9soY37vsHc2clN+w79bi1vVxcCZRcBjl79fVtjH2yZkLh6Rk7nZPAe/TRBjnVn1XFqOFOHhAjz6vy2Z7/CvzqJCjIju+aOf5/XHG5jnLpLVZGEARBEIQEejYoE0bLP6DjCfC9pmKQBoHP5+WKH53M5AXf4TNfPYdLvn0mex35dc6+6Hxa23L6PoFpwv/Wwym3wrOrYUurchnGOGpGr87PtvZsfvqHo+PrP7jiTSpiMWwSz2An4d7jyEM2c85bNdxzxDUELYLqIt5j46QFdK37JZ0bf8MbT93KIQdsie9/5c1pHHLqJWzYlOwgXfz+hHhUxkrvnnQ/fTlccVj61+gugdxD+hw2prA1NE7TxZwO2QvTN2ecMhfOnA+3ngtPX2Jv9hL4GMMMcNlletNNN9FHXxNBEEYTIvDupoTD8ItfwBVXQHNUO/vwQ4gkNMMti0ZyLrDEH33wgWWAaepc3dgUnYT8paHilbem2tbPP2sZAFPZGN/2wONKmc4mgIfUDuJO8rmLz3MsL1Jt7uT5dfsljdmyvTi+PGm8niJmGPDFC5bG17/2/dOYut93eOXNabS153Del89jwt5X8dz/ZlpPpwReVy64e8/t3V04yJJuceqp2JqYzZqenJ0MqiAFINsD3z2SK898jkN4k89yD9fzbe7gIq7m10xlE98efzuU5DJtcnL+62knpOjU5cqD4s/bC7JdGXepmuqVIcaPT942fTpqilrBKVD69d4d7AdPgb0d9pshjjhQZ8l8+OHgr1UQBEEQdikindCzSTtxzR4IblGCbvvdKkbNqVnWAFizvpyDTv4yf731QEIh+8Pbx5/Zg8PP+FLvIu+aBjj1Njj/HmhJuI+YWQ73XggPfQ7mpnYE//r6I2iIRqFNntjKdy57W+/0SK1twzMxadPkSe187t8uvP/5PJwQrQUNyP7V0biyXLhcJoceuJVXn7iD//ve/+LHrV5XwUGnfJl3P5gAnQH4xQuYJ/6La35zVHzMhWd/wrgZofSaqoGKMyg8d9dy7wK4StRXw6tc5Rk7bzbkO89qTR5rwC3nwOnzkt+PSAACH/KFL0BO9L/rhx/CkiWZu1RBEIYWz0hfgDAyXHcd/Oxnarm4GH71K1ibYGI86yy9vHChjm748P1uCGyGSJvK1w07i29DSSjk4o3Fk5nANk7geW4445+EIh4uoIJT+S8L+YBl7MUrb04D4Jf8lIP22cIpOx9URcvkEphYAhOKeG3zXhx7xRWE0EXEi69N58Rj1sfXTRO27tAin9XBC/CpU1fyzasTOoX1QXXV/7d33+FRVN0Dx793N72RUBJK6C303kVAVJQiUkRQEWygiL1XfBUVy+tr/SkKKijSe1MB6b1LJ5QAoYeQQHqye39/3E12N43QCTmf5+FhZ3ZmdpJJdm/OnHtOInhWcL9zWoSNHQt3320yxl9+GdMx17MCpB+mZPGc0wT7dN+Oh4f7HYng0nZW04bVtOYPHnR77v7WpltslYruAd62LQ8RXjaXmm7eEeB/l8kgEJcktwzeChVcFqwlIPhROPcHpB3MuXE+GkWsAsyUtC1bzM0pi9yyFEIIUZTpNPN5mrwcMo46U++U9YqXSss0Y14EDw/twfkE50yblk2OEBKcwvxF1QHYviuMvoN6M3/C7zmHvUfi4PYfIcUl2FzSn6Sv+vL9yrsZu7g1Z1/1o27EKR59YDM9u+zCYnFPKdy2M5SvfmqRtTzi7YXuvRWkHJo7a0kTRLXnUjKrWXn4vR8s2Q/7YuDuCLenPTzsDHtlKbVrnqb/0z1JTfXgdIw/795TickBbxMYewoFJHIKqI7FYuflIasu4tyKQdADN2dQ3qMssNnUQL7SJUO8G0Hq9svvdZO8hpCQ5tx/v4UxY8yqH36AZs0u/xSFEFefBHiLoNhYeO015/KkSbkHeN97z/m4cYNzgAlwbtp4Ds5dgYI8qRngZc09wKl1zvVnkuC7lRDsS9xezezEf7iVZVjQMMtscq9j05EM5hZWoF2S1Hfd25vOg8qAp3tmQbkwq1twF+Dz/2tD9PEgXnl6FY3rHyfmjF9W3degwBSCAlPdj1HmPLe2imLZ6koF/vJLFk8CzyIw7b+Aqld3/gxmXXqfxpB+mNbNjrhtG1wsmVeHriS7rLIX2VSqcJaXHIPL8uXOUb/2Cf7dWZrKFc7yy1cznBt6hIJPU/CsAh4lcz2WKLjcMnjdArxgshiC+plporac2dVuTibA8IXwUjvKVYRSJVM4HePD+fNw4ABUc0+SR2tISQHfvMvDCSGEEIWXtoMtFjIOQ+ouSD+QeyD3KgR3bTbFOyNu4+Ov2mat8/bO4NuP5/HYg5tQCsZMaMDAZ3sAcHbxGTY8FEmzBkfh1fbOA5UPhnvrwoQt4GGBrrWIergXnV55hr37nWOxI0eLMX9RdVo1PcL3n86hQV3TPyH+nDf9nuxNWpr5s7ZV0yP07bHd/WStEuB1oxR4VIC0PGawgSmJ0b5qzvVfLoe4ZO6rsZnqI7bzzdvVeSDxVzqm/QMuFdW6M5NVtOG5J9ZSr/apgp2XNQSKDTRB3ptRZmkM65VpZuxGKQjsDecmmrKJFyPNBgdjoWYpsMVB6jYGD26QFeAdP94khwUHX+mTFkJcaRLgLYJmzHBftlph2zb4+mvnuilToEEDzNSthFk0qLAbpd5Aa8XuyJIkJXni53eBWl0JaRDg5b5uYzS8Md/cEU5IM02U7qtPYrMI4ouXoaz9KIxeD/N2wfud4GGXUgnpNvjWBOlKAu3zeekoKuFHEok46xFVqRSXI7gLObNxM02YXo8lKyuxZ/W3HDnmUp6hXO4dfH/6YjY1Wz2Tz1k5lSieRO0ap8Gz2oU3LkJyxPq9aoKy0vHWg/TtsY1N/5bhpy9m06JxNN7eOf9YyS3Ae3LHZ5QonoTVarI9LBbNkhm/smp9edq3jsLfP900UfO/E7zrS0b1FZS9eR7kEuAFU7IhsCfE/2L+WM3N7J3wwiw4lwqH41DTHqZR3Wj+XmJ+h6ZPh1decW6ekQF9+5r1777rnLEghBBC3BTSoiBhOthyH8deTTFn/HjgyV4sWOr8oK9U4SxTf5pA4xJ7YHksRMcz4OgSakWMxrr7OE3YBAvAtiEAq2uAF2B4J4hLhtc7cDSkGu26PMbh6OBcX3v1hvI0uWMwTw7YQPNGR/nfyJZZTYx9fNIZ/eVM96GcJQCsV6ih1c3Eq0b+Ad7cnE2G/y3Lqo3ckFmMzr4JwTzL14ynH7e0OMTwN/7JeZzcWIMdZdFu0uAumKxk5ZHVSPqKs/hBsYchYS6kbLrw9gArDsJr8+BcCqwaCoHekLSUli3qUr++lX//heRk+P13GDr06py2EOLKkQBvETR3rvvy7t3Qrp37uurVMVO8EudDxin8/aBmtRh2R5bCbrfw784wWjZ1aaIWlwwLIk0NreR02HkSjUJNezhrE61h+3xP6m055tzvSDx8sRx/luOf/USDvN2XvXIGZ21Y2FO6KbUf8DGva1FwZw2+/eB9Eje4F5uvWin37EBPzzwCSsCJU4F8+m0bmjU8mrWuQrncB9I1qp7h16+nZ2Uq5KZmtRjefG45bZofxi8w0JQhEHmz+IJnZSx6H+NHTr3g5qGl3AO8np42SpVMzBGzDQlOocsdjnRh77qmHqzF70qdtXAoUQIiIsx7TKaKFfPY2LM8+HeChPm5P1+umLkpBLD6EHz8D51vb5UV4H3vPejXD8IdZeU++gimOn5kPv4YXn8dvL1zHlYIIYS41qKj4dtvYdEiSEoySRVPPw1t2lxgx7QDkLYb0iIvPOvlKtmwpSy9Hu3jFoDtdut2JpUciE+3LSYb0EXzbPtbzyagTyWiQl1G/kE+MLYv6ekW+tx7X9axfX3T+fKDP2nV9Ai/TW7Alz+2JD3dis1m4bufm/NdtmOP/GwOtWpka6Yr5Rlydyk9F/7Y7N74zoVdWZjidT8vpH5GnF8phjywkY/fWnjhhCAwY/HAe03w82amrODTDLxyyYC4kq8ReA9YAiF5Zf51tlMy4KlpZoYcwIh/4MO7wRaLSl3P4MEtefpp89QPP5j3KMmDEeLGdpO/ixZeGRmwYIHJgKtx5XoekZZmjpvd2WxjxGphcyF+vdu6xvWOsy8ymM7MI/aPKEg6DP/sgyUHTGA3wz1Qel4F8eSgHowbOR2lYML0usz4uhYT+aFA5/rcJ91pnBLAgL6OZko+njC4JaCZu7Ux49e0ZhEdeebRndR+frnbvs0bH2X1hvJu67LXXnXl6WkjPT1nABlgwdIqJCU5SziUL5t3pkT9Oifz/Zq+HP4nd922zyx4tcx3W+HgXRvS9hVo0+wN1Dw87GYgoqzgUR586oFHRSDdTGm0lrh6d9EFYP5odQ3wlsrvnoZvC9MMJmlpzucal4MXb4XPHc99vZKnvxrN6FqN2bYrjKQkmDDB1G9OSIARI5y7pqaa5pCtWl2RL0kIIYS4ZKNGwfPPQ6LLPemdO8006Oeeg88/Bw/Xv9C0HdL3Q9KKi596fYX9/EcjhrzWhdRU5wm+8+JS3qvyNZahG/PdNw1PJnI//3Abd87zot/AyBzbvDH8dlatN1N9rFY703+ZkNUT49NhC3jswU0Mea0L/yyv4rafl1cGX384n4fv35rjmHjmNnVIYA0Cz3BIj77wtpkGNIFS/hB1FnachD2nIMAbOlbD8nATepcJ5vb43wkMSM03gcaNVxUI7GHG6kVBQKdr8zr+HcCnESTMyztT28fDzJgd7MiIGL0e+jaEemUgaTkPPdiEV1/1JDERduyAVasKcBNKCHFdSYD3OkpIMFmtgbnMGvr4YzOt2NcX9uyB8uVzbnMp1q+H8+fz3+aOdvvxs6zPsb5x/eNMmFaHMQwg+Pd4+D3/4wTpc6ydEcCmp8vQpMFxHniyN7XYyQB+JallLSZPmQ1/7mb2S1Aufj9lOE4KPlS6x5+Ws0azfn8z9LMW+nTfYRol+HnCB+ZD8ZdH+zCV2gBUKp+zcH+Lxu6DlWJBKQQEpOV5rpN+msz9g3pTrvR5Nv/zA9t3hXJLt8cAWLcpnHWbnN1m8yrpAFCrekyezy2YPJbb27kUvveulee2woVXLVBz3evHKU8zaLEUg4wTgA2UBzVruV+b5GRPCLrPlMKwZEvflIyOa6JOHfflC9759+8A9jhIyeWPtJduha3HzGwBwOOt2bz7fEfuG/4UANOn23j5ZSv//GOmk7lasUICvEIIIa4freGNN+CTT/Le5quv4Nw5GPVjKhargtSdkLT8ujQ0zpKagd50lMnflWPa31Ym0ZMfeJJVQbfx23fT6NZpL1APDsfCp0vMFO+IUEdD42JQNgjCizFswUBG/HonALM+TqJjl+/cZl7NmBfBf79vnbX84RuL3BoeA9SsdoaFU8Yyf1F1ps6pxakYfyKqxfDYg5uJyGsM7lnpyn4/biY+jS8uwBvgDX0a5Pm0BU3xkOQ8n8/5+g3B/+6iE9y91qzBps9F4p+mMXpu7q1jMrOXHgC7hlfnwtzHgESCPNfRr18bRo0ym377rQR4hbjRSYD3Otm5E5o3N53fV6921Lt18e675v/kZHMn/6uvLv21NmyA+HjYtQvm5zH7OdMDPf/lm4/nm4624zZD73pQzTQ4aFTvBHasrKI1ncnlQI3LQfuqHDhXhk9GdWANLTlAVXZHbqF6FVN1fxe12UVtasWeNiUX7qnD658NYWd8aNZhYj79hHWznJ1w9+4vkdVIIVPUkeCsxxXD43KcSvs2UW7LZcLyj2rf23k3J3d8TmBAKlarplG9E3luW75s7jV4AXx8Mvj+0zn8b2RLt8YQgHtw1xJgmhuIC7P4gld1SHWkgSovM43Lu3aum3/xBbz4onncty/gXSfX7cS1MXiwacwQHw9PPVXAnQLudZla5tIp22qBkb2g44+mGURCGveOG0ZpdS8ndBlWrbLy4w8pLFrsk+OQK1e61+i9FKtWmUDxgAEQdhM2dxZCCHF1aG1KBX36qXNd7drw4Yfm8+Tjj2H2bLP+l18g2HsTX3zwt/tn4LWw+hCE+EJiGhyNh3m70fP3oJLT6QP0cWzWxHMzKTOepWpdlzTkl9tB64rQulKuh3679Xom/NOMqMMhxJ7146EhPZk/4XesVs2O3aUY+Oy9Wdt2vXMPrwzNmcAB5kZx59sj6Xx7zgzgnBt7gkcuHV+F4V0XEv4EnXcSzBVnDTFjeK8IU55LXF1KQcDdZoZc6rbcnx/RGdp9b8qrbDwK4zZB/yaQvJwnBzVm1CjTrXjiRHjzTagnPcKFuGFJgPc6efFF59SswYNhzZq8t92z59JfZ8ECuPPOC29XghgerzWL4XUn4fHGMZi1w5Rc2HUKxtwPQKN6xwGYSi/KcwQLdtbQkmn0xLdtaV5+YzMtm0bz9dt38SPO8gNHjwexYIn7VKqzcSYAc+q0Pzv3hLo9t3WH+5T5HXtCcwR4D0U7C/BXqhCX4+spE5bAl8Pn8/zbdwNwT6cLfxODi6VkPfbzSycoMIVz53MGim5rezDf4zw5cANPDtzAijUVaHvPowD0vy9bNqJ3bSlidDECeoB1GShf8G2Zb42uZ54xJQF27jSZMuL6Cg01N7G2boXu3Qu4k1Lgf7vJujk/E+wuN2gCvE2Qt9vPkGrD4+Bptng35b7U8SznVgY/lfN3FkxwVutL/7WLjYU77jC1Eteuddb3FUIIIfKTW3D3nntMSQY/P8CewIyx83l8SHV+Gd8QgP/90Irqlc/w1CMbLv7Fpm6DtYfh2DnTXLhDVehdH/wdjY8Px8HP68xN03dud9//w0Ww7ojbqtw+NsulR8PB9VA32832PIK7AP7+6Yz8bA6d7u8PwIKlVen9aB/u7riPdz/pQPw58/ldITyOMd/MwGK5AsFtz4qSHZof5QVe1Uym+NVmDQK/O0xQWf4GuvYCukDG4dybMlYtAUNbwxeOkocfLIQ7akBpaBLxJ50792DePPP28vbbMHPmtT11IUTBKX2t7wxfI02bNtUbNlzkoOgiRUbCZ59BVJRpHPTTT+7P2+0miBsYaGrqLloE9etDmTJgtZrnM7lehsRECHDpD1a/vgmOXIonniBrWoWrYM4yvt8n7B9/nnYspS478j7I/MegiSlREFb7ZU7FBOS6WUhwMgc3fEmbro9ldbPNlFuwNHrrf6l76xDi4n3d1r/3ymLe+6xD1vJbLyxz68Aae9aXEjVfA0zt3JQjw3MdBGoN0+bUYn9UcQYP2ECxoNS8v8Zc1Gw1NEcW7thvp9G/z78FPsYX37diz74SDHtlKWVLO4JUSkHIUFP/VQiRP3sKJM6DlGy/dzN3mJphdvO7b0fxAe/wHv/J2iQszARkM8vS7NljappfSqB35ky4917nckaGeR8XQuQgf7kXAddinH0zyC242707TJoEXl5AWhQkTAdbPBkZFu5/ojfT5pqgqdVqZ8HksXS4Jcp5sH1nTGPj2CSYuRM+7QIBXu4vWvr9rM/GLFYFlYubfha7ToJNQ8dqMP5B9+16jYXlORMZ9lGVs4RQPuAkoS19sTzbBlpe2ky0d0Z0YPgX7XJ9LsA/lWWzfsl3Jt1FCegMvtnbvAk3qdvh3JSr+xo+TcD/zpzl0sS1lR4N8b+4l73LlJwObf/P3AACaFsZJj4EHha2HuxHwxY1szZduRJat855CCHENZPnWFsyeC9DUpIzqBsRYf5ftMhkDVarZpr67Nnj3kW+ZEnYt890c89eIzLTwWzjql27TJOgi+4AbzvPpo1WwM9tdXsWM8vSncDxFyjG2zQcHm8ODZ1Tm3Q+f7edjfPl3U865AjuArlmwr783p05gruAW3AXYMTXt1C1Uiz9emzHxyeD1Ruc9XAb1DmR5x1+paBXt115nu+FlA5NyBHgbdHk6EUd48WnVudc6V1PgrtCFJTFBwJ7giUYkpY513evY+pyD5kO8SlY0BzzKg8uswxHfX+MH0aXZe5cs7xypXkfveMOOHwYmjQxdXnfe8/9plpuEhLclyMjne/7QgghRHZaw6uvmlJrmbKCux4pcG6WW+akh4ed376bzqHoYDZvDcNms/L4I7ez6vnXCIvaY+rPH8tWJuyhRjmzZq0qZ4DX5ggOuwrONgbXGmqWggNnoIQ/p62h/LKlE7/rB9lGfe66LZLZv4/H4lHA5ll5+M+rSzh33puvf3JvNlyyRCLTf5l45YK7AF5XsFP1zcqzupkZpzMu/1jWYqY0mgpw1I22gXdD8Kp0+ccWl88z3Iypz081zRtd+XrCV92h5xjQmBs97/wJH3emQZXJPND3Bf6Y4A/A00/DunXg6ZnzJYQQ15cEeC9DxYrOx1FRZlz0yCNw5IhpZpbJtYN8TAwsXOievQtm+m/x4ubxgQPuz6Wnw7Zt0LRpAU4q9QAbZ29i4c+p3FvmT57a4sMGmjCSJ5kzbhx795fAJ+kcfiM1nHXZz8MCDcpAndJQrQTULW0GjBb3gG6fe3bw3c/mTniNqjH89MVs+g3uxbETQQA5Bmv5mTC9YAV8bDYLjz53L4eOBPPeq0tYuc6ZMXBLi8MFfr2LVTo0Ice60JKJuWx5Eawh4N/58o4hRFHkfxtYgkyjiMw/Qu6oAcueghdmg5eVkWOO0GvJb/xvZEt6dd1F17Zb2LZtAHPnmjfrlSthyhQTnAVTtmHVKti7F2bMAIsl75c/mu3ezqZNJsCbkgKvvWbepz/99MKBYjA1F//4A5591pToETnNmQM//GBmoRS4tIcQQtwgbDZTd951dl/37ppJv+/DK+VfSNuTa91TP790lkT0IWDrSk4QRon4M3j+J5/A28ajOQO8TctDq4pQJ8z01Bi/BfaeNkGbTG0qQd+G7vspBR/dDR/dzdbtYdzS7VEStMkuaVTvOJNGTcbjMoO7ABaL5qsP/6TL7ZGMGteYmFg/WjSO5pnH1zlnu10JHmGmyZTIn8XbUaZht/t6ZQVrSTPmsp1xlLqwmz94LX6mn4hOM/97VjPBdI8yUn7hRuddB+znIOGvnM+1qQQv3gr/dSRUjF4P99SBVhX54OXfmDZjMCkpii1bTHLEhx9ew/MWQhSIBHgvQ3Cw+RcXZ/7IP3rUBHcvZOpUk5HrascOaNvWPN67N+c+GzZkC/DaUwFtstsyjf0G/cqbNDmVQBPHqppAMeJYULEPXe6IpMsdjshG5U6mzlbv+qYhQpNwZ22u7LyqmQ94ZeXtN84y758kEhIUU0ZPol7d8xzaNomI5n3YfzDowl88UKpkIqdj/N3WVat8hn0H889qnbuwOi8PWcXocY2y1rVpXoBv+CUqE+Ye4PX0tFEsKCWPrQtAWSCwt/s1E0IUnG9T8KwACbMh3fG7XyYIxj8ASemgFHd22M+dHRxdt1cdou++l3iHCdjwYPTo3A87e7ZpHNGvX94vfeyY+/LGjfDAAzByJHz9tVlXurSzQWZe9u0z9csAnnzS/H+9g7yRkfDCC1CrlglSF/RvM5sNHnzQ1JD/6SeTGX2pbDYTNK9Z05Q1evRROH0a5s41JTZyC5yPG2dupr75pqn1LMzN4m++MdeyT58Lby+EuPJSU6F/f5g82bnu3q6nmfj973glu9S/TLOZjNxKIW77BzQMgolQGvf+EwAE+5h6mX5eUMo/9zIJMwe6Lw9pbZqmHYiF1AwoF2Q+O/Nw8FAwXR58kIREE9wtXy6eOeP+IDDgyjbicvu8vhq8al29Y99svOu6B3gtvhD8BFgd2Uc6w5Hlm25KZ1kCJJBbmPm2MtcyaXHORo6vtIfdp2HhXnj3Dmhh3mOqVDjBB28s55VhtwLw0UemSbyMNYS4sUiA9zJVqgRbtpjH5QvYCHT8+JzrlixIp23pSDYeKMH/vgjFtayGBRsp0+exL3oru+rfTtc7D6Bsh8yHrU9rsDWFaWPh0WdzLaDgQwrNGmWLTtxbBzpHgLfjR0BZQPkAjpo8liDwqgPeNc3dWIfS1WDffrDbNB4ej4PywgN4+12TvZypZElNTEzuH/yffnyeR55wD/CO/XY6vj4ZNOr4ZO7fNODfnWG88G6nrBrASmnaNL92GbyhJRMvfSyjvCCwO3iWu/wTE6Io8wiF4McgaRUkLTRTzJTKeYMqIQ2enUnlQ2c5qsIZpx9gIvezmwjOUSzHYSdNyj/Amz2Dd/Nm8/+rrzrXDRt24QDvnDnuyx99lH+Ad+NGuO8+UyKiVy/49tsrX/v38cdh2TITTO3SBdq3v/A+sbGm6/vEic5jHDp06efw5JOmXnyNGqbU0enTzud69DCB38GDnZ2bFy6Ehx4yjyMjySrDca2tWQOzZsGAAeYcrySbzfxo55dZnt2wYeZnBKBsWbjllit7TkKI/CUmQs+e8PffznUP99nC6C9nmezXDDtExcL07TB6HRT3g6VPmWZomVpWdDvmGlowh65EFq9Pl3dS6dE9ksCANOx2xbETgRxcE8yBqBD2RxXnwKEQDh8tRvw5b+LP+5CRYcHPN50yYeeJqBZDq2bR3FFuP+XIPVN2z74SdOw1gKPHTQA4KDCFeX+Mu7KZtdeKtwR4C8wrwpSQS9sNvi3Ap7EzuAvO5sbKE6wyL/+m4Her+Rv//Aywu8xQtSj4ohucOA+13O+evzBoMQuWlOfvxZUBc5M/OdmMgYQQNwZpsnaZevQA7xkTaMkaJnMfq2hNMeJpzCZ6M4XWrKI4sVh9rexIrs67vM9anGUMujGLT3iNSkThi8kOTcOTw1TgBKXxI4lwognlNCtoQ1tW8OXw+Tw3aK05wPzdMGBijvPaRCP2UY1VtGa3pRbvzIymTQuXbFevauDb0pQMUP6XnVVqt5s/LHfuNG/yd90Fo0ebYEfr1vDXXyaj4a23zHTmsDBnDWKLRXPu8K/4eR6iQqMXiD7mDL7MnziZx57rlFUCwtXzg1fzvw9ymV5yhYyZ0ICBz/bIWm5U7zibFo10nLQf2JMufBCvauDbxmQdShdfIa6sjBOQvAbSD4HtrPtzX6+A4Yty7GJHsYM6xBFMFc9DpKVb+YtOvOPzGYfOBJqO5g6JiSbw2aSJabC22qWkdqVKpl66r6+ZwZHJ9SM1Otpklnq5xJ7vuMMEJ12dPm3qs7se47ffTHmfjz9233bWLOjWLd/vStYxUlLM+V1oO9cA4tChJgMUTP330aPN1+4aKExMNMHM7EHvo0dh+HA4ftx8HjRseOHzBJOhG+TyFj9oEPz4Y87t6tSB7dvNOTdtajJ+Mx0/bjKoL8eJE+Y6eHiYIPOwYabTvWsQ31VCAlSoAGfPXloz1JgYs2/16jmfO3gQ2rUzn63LlkGVKgU7putNyIYNnTcirjFJ6yoCpMlaTrGx0LWr+2fFG/3/ZHj7X7CsiYLVh2HPKUjPVuZgRGd4tJlz2a5NI7XDcfy0pAODPsp599HHJx2bzUJ6+qWNLZs2PEqvrrvo3DGSiOoxZGRYmDizDi+/dyexZ80Hobd3BvP+GMdtbXM2XbvheYZD8OPX+ywKn0vpQisKN3siJMx1qweep92nOFM8nFt6DGJ3pHPgOnQofPIJbmNoIcRVlecbtQR4L9MLL0CtLwcxCFNk6xyBBOVxVxzgFpazEvOXcvPG0Vg3HWYVbQr0WpkBXoBnHl/L3t3F+GljZ8onOwdeR/0rUztxs1uG2gfvxfD2m4lgTwadampSeVzmX8IXaetWMzW5WzcT7Pjf/0xX4YwME/D96CPAnsC776TzwUfOqWpbNmuGf5DMlGnunxgWi530k19h8Qg2Bf3xhIxDkBFjMvy865upJ8piPrhscaaLrkdZsMeD7ZypJ5VxDOzngQywhJggrD0JrCXZvS+MWo0aZr1m+7anWDx3LXhHgFd1E1xKizR3s7Ga5YxjZmBkTwDf1iaILoS4+mznzXuAPRkyjkPiZvi/FTByDZzKWU/b1R5qEMFupv+xlnt7hpj3EFWMdh0s/LvsLFW8oqmWtpMTlGY1rUjHC6vVBFCLFTMNNzNlfqR+/TU895wJ8P72G9x5pwnolS1r6vW6WrAAbr/dufzbb/Dww7mf66uvmkH0pEkmANmvn7mR9vHHZr833zTT5Tp0MKV9ypc3JQ+KFzdlFLIHCnfvNtP5M73wAnzxhXlct64pH+TnZ7Jkyzr6bc6Zk3uQuWdPmDbNPFbKBLJvu80sHztmjhMcnHO/adNMdnJBnDtnMoUzM3ldrV+ff616rWH5cggJybn/99/DkCEmcL1pk2m+9++/5rkNG0yQf/lyE3ju399cz3nzTMZzpsOHCz6T58ABExROTITffzdZMK4GDoQxY8zje+4xU72/+AL8/U1zE9eg/I4dJtu3du2cDU+Sk8Hn2lcFkuhAESABXhf2VI5ExdCpSzC7dvsDmj5M4qtSb1L69IH89y0bZGpePtwkz03m/F2DR5/vnqO82ZVisdjRWqG181fX3y+NWb+NL5zBXYCg+yWDV4iLkbQCEhfm/fzJ89Due6gYQsyjd9H+24/ZsceZ4Vuxohmn9Ogh9wiEuAby/C2TEg2XqVIlCCc6azm/4C7Aw68eprvP33S+PZI6Ead584MORH9TjnCOcopSeJFGMPE59ouhBPO5O2v5m1EtaMsyyuMceMUTRLfEKW7B3fLl4aVXS4JnSa6nBg3Mv0wvvGD+mE5Pd6mtaAng7WGweBmsWGGysSJqKVq29mPKNPfjNWliwVLyBfeV2g46ydSFyo/Fz63sRF5qNnBf3rU3FAJdohoepa95oFwIkQdrIFjrOpf9OsBrbWHICuJmHWLO4FSas46q7MeKe/bUKB4HFDNm+nDv7aaGTsIzi5i+bAfFOQsuZQdPU5LltOWkLYzEZ9J5Or0OY+nHScx7QUb8YjwyNGc+2oOFQcSdyuC+Tins32Nj8vgMyqQnU4IzWLBTniPspyrDhtWnbVvwNuUOs4KkuVm71gTtBg2C+HgT5LVY4J13zPNDhpjA86pVZnm/S3nDqlUhPNwcv1kz8/67cqX78Q86PlKiokzgEEwAu1w5ZwA189jZTZ/ufKy1CTRv2WKO07mzCTRu3Gia07nKXrYiP3v3mpkiuXnvvfyP9dtvZoaJxWK+lsaNnc8NGWL+37PHBFYzg7tgspgbNDClMk6eNA35jh6FxYvdj798uanLXBDDh5vgbuZruwZ4Z850BnfBZG1/8omz/MeUKaZ50/33m+0yyyPlVqd42TITjBZCXEG2M+ZGYlo07FvO/o0ZdHjndY6cMAFYT9L5vtQrFD+dR5+IMoFQrSR0qQUDmoA1/zosXe/cS+Sar/nu5+ZMmlmHbbtCsdvNPqVKJlK5wlkqV4ijaqVYqlQ8S6XycZQISSYoMBUPDzuJSZ5EHQlmy/bSLFhaleVrKpCR4cz8zTxWpgrhcUz8cQotm0ZTKHlHSHBXiIvld4sp15g4z/xN7UpreHE2xCZDbDIln/mZrY0X8lz7H/huiYlPHDpkbta3aGGSDjp0uA5fgxBCMngv16xZ8FX3RfRhEn2ZQDHOkYYncWWrUvz2enjc/xDUrg8J8bBvF3RuDfYzWdOJMwjl1d7w85/hxBMMwIJZydxeejMkxKF9/di0xYOubzbjxFnvHK9/DzN5nFHYsPIWH7KTOlnP1a1r6iPWrn3Vvw1XVEoK/PmnCUCUK2emwYaFuWfJPfII/Pzz1T+XNm2cwYyHHjIBAiFEIaLTwXaWqjWKceCgN8GcpRr7WDltMV4ly7B7i+KWZ+/iDCUpHpLEyR2f4+Fh50z9XylxomBFZeuyjR2Y4PLBDV9SMu4IAbd/QQreeJGGhbw/Z2dyD/cyk6ef2M+3X+zCrgN4oGw89RLWEcQ50vGklXUtjWwbiacYi+lAyJM96PZDD9LxJPsN3ADO8yYfcYLSTKE3x3Cv++1BOkNLT+ahBut4bfX9LDrXyu35Bg1MUHbMGBg4UFOeI1TkEMWJJS6sJouP1qR9B8Xy5QX61vDmmyZDef16s3zHHe61KTMyoEwZk92cl4gIk2kM5j14+3YT8MyuZEk4dco9c+TMGVPfV2vT4DRTx47OUhnZy1TcdZf5DMpUrpz5LHUtU/HrryZL27VMRI8eJhs3vymKP/1kAt7ffWe+9kyZjeSmToXevfPe39XChfDZZ6YEUl6++84ZvL6GJHenCLhRMnjT0sxNn717zTjR09PMNihXziQ5XKhMzUWb8z1MHg0HY2H/GdMkDQjmLPEE4+lpY+y30+lbbj50+9kEbxuWNQ2NW1eCpuEQlEdavfICXN4YsgdZHGw2RWqqB0ppfH0zct0mP2fjfJj9V01mzI9g8/bSRB02M+dq1TjNg73+5ZnH1xEUmHqBo9ygrEEQ/JRpEiaEuHjpR+D8VDP7NZNdw3erYMQ/biVmdKA3S+95ivvmf0RMrPvv3B13mBm6+c2sEkJcssJfokEpdRfwFWAFRmmtR+S3/bUaeCYnQ4P66RyM8uCFZ1IplhFPxQbBPPRYzmBsXk6eNNNmk5LMdN7o6JzTLJOSTHbQgw+aP1hdWSwauz3nNY6JgRIlLuWruvGkprpPM82cpny1HTwILVuaOoj//JP7tGAhxI2vXTuTzZgp86PPbjd1VDPryS6e/TfLF/ryxlcd8MBGEr6cJYSd1KYWuwjnaI5jB3KOBAIBeGrgetqkLOHBCXkUbs3mS57jBb4kJDiZ07s+ZdfeUhxvN507yGeanIMdRWtWudV1v50FLMCkbNqwEEUlNIpkfEnEn5rsIYQ4AJ7mW/6Pp92+ju88nuWhXsdZt9aP4Kid1GSv22umh5Vi/anqbNYNGcHr+FYPJzLSfP5UI5IOLKYCh6nJHvxJxC/Mm8iTJYmhJGtpwSzuISPVTuxZzf99n8LJEzb+b2QwAHcxnwoc5gBVSMUbT9LpObQcp7zL89F/vcjAfDDWqmEjam8qyfgxbpx79uvu3absT3xMOmNHJjNuqg9vDMsZCA8ONvVvwQSFw8Kcz3l7m88cV/Xru2f1tm5t6mxmH0J5eMDnn5vyHNktXZp3A7t58+Duu025jMxg9oU89JAJ8p44kfc2r7wCn35asONdQRLgLQKuaYDXngw6zVGSy1ixAkaONDdFMns65CY01EwdLlPGjCN9fMzvuLe3KRkWGGjqYNevD3Ui0rGQCDoW7OcgbY8pyeXdyNw5+s+r8N5nub5OaY6TFBDC9F8n0PFWx1SIWTugbRUIySPYqCxmJphPc1NaTFlA2wALkA4pW8x21pJm9pnyA4s/2ONMFrE9GTwrOkuE2eMd36sE0yzZngS2mAv2jEhJ8cBqtePpmXtAudBQnlCsv+l7IYS4dDodkpZB8gr3gc7BWNMc8tcNkGbLWp3WPoJf/Qbx/MKnSU5zb3rcq5eZtZR99pYQ4rIU7gCvUsoK7AXuAKKB9UA/rXWe1cCv5cDTZjONFUqVuvRjLFwI48aZTuRt8inJm5RkmqaEh5vptRUqmGmef/8Nffs6t6tc2dT4u5k88ojJmgJYt85k+F4LNpv5Xl+HOoZCiCvkyy9NaRjI+f44ZIipwQrmffz0afAngWDiOE4Z7JiprH7eNh5psoUzq/YSwllKcIZg4niZ/7q8kqYH0xnLwwSQiB1FAgFk4EEGHibr1s+bsgFn2G2rxX/OPM9EzJv3qrmj2LK9NNVe+6pAAV5wZo1leo9hDOP9Au37FsP5iLeylq1kkIQfXqTns5dTm/LbWLlpKn0e683kWXXoz1jGkn8r5aOUpVRAAiMafMWwlQPdnptFN7qRd42Fw5QnBR8qEcXXPMsrfM7WdXt5/tWK7F9ygv8wjIaBeylx/ghlOZZViuM4pZlDV/ZRjf1UZTt12WepQXLcVjw90li1JoC5t83gHmZxlHIcpRyxFKc8R/AlGYXmJGFMok+BauY3KHaQzb+vQ4VXhWoRpHkF4OVl6irnNQvk5ZdNULigNXzB1P+dOzf/bXr3NvV7rzEJ8BYB1zTAm34a1gyHho+z51g9XnrJ/Ox7kUoHFhNONP4kEk04u4lwm82msNOeJTRmE/XYhi/JnKA0xynDbiKwYCeQ89zOQnoyjc9uG0nDAR7c2X6/Mzv2x/1QPAyG/DfHqZ0ngEiqM7D4JMZMXkijei53XKzFTbMvSxAoXxOkxQJowA5eEY51V5FOh6QlkLwW9MVn+xYK1hBTksG7XoFKsAkhCihtr2nAZstWPnLrMXhsMhyOc1ttKxnE+MpDGLDxQ7fSL6XVCbr1D+HtD7ypIPdfhLgSCn0N3ubAPq31AQCl1ASgO1CAdo9Xn9V6ecFdMA12XJvs5MXPL2cA2MsrZ8ObOnW46Xz+ucmyqlXr2gV3wVxf66U1KRZC3CCefNIEunbudAZzM915p3Pd6dPm/0QCSCSAgADz3jN3Ljz/vJVdu5owdFXezXBAMZ2elKALpTlBDCVJwr0xzifDzCyEWoD/Y4Cj3EzfJx/m8BEvnieSTTSmWZcAbmtyEirU5HSLPrw+8DjVNk6kLxOoTBQnCXUL7gIsoT0eZHAb/9CKNbmeYSwh/EZ/ltLObb0NDw5QhQj2ZK1LwJ8TITU4fDaYJmykGGY68iEq0PSuBNCaO9vvZ/KsOsRSPJ/vi1GOY5AAYStXAwPdnyt9DvLJRq2As57lCm7BYrFTo/QkmtbpwJYltRjIGHIrg1+GEzzBqKzlSdzH/fZJbF2znqYNj7F/Z30OUZEWrMv33J/jaw5SiepEYnMZPkWEnuI/vh+x6lAlujKH2+MXgeMz2YaFjaol/ve0JmRZXW6hCito63bcQYyk16/TUZNPMZKm/EZ/VnALOcdumTfkzfoLBXfBWVNZiELtTCzc+jXJfr/yT8pDNLGH8gSbaM0qSuFe32VX8cY8UX0O0ceDiD7qi7ZpxtOPME4V6KXm/1Od9/5piZ9fGp07RvJogz+5e/jvbtts9GzG++lvsZca7Kcqlaqm8OfUhVSpXAxsdlPH0rse+DQ2zXuvJ+UJ/neYxr+pOyH9EJABnpVM0Bk72GIh/YAJjtrOQFoB3jiU1ZSU0BmANv9bvMGnGegUExCyx5sM4jxKTZgyCipnhrHFz2Q1K09I2WQaRGe+H9pd3uSVAr/24NvWZD8LIa4srxoQUh0yjkJGNKRHQcZpaOQDS56C9/6GsRuzNrfGnOOhvsto+uX/8c6IDkyZbQISw/VbdB07h7G/DyT1ocfo9mIN6teXZmxCXA2FJYO3N3CX1vpxx3J/oIXWemi27QYBgwAqVKjQ5NChgtVPvFm4vklKvVghhMjJZst5wyY+3kzZzy483NRMvesu57o//zRT6S+H6wyEyZNNM7LczJ4NXbs6l7U2TSuWLtVU8z7CmJkBPPVqEP/+60HbttCvH0yaBE88AVu3wvefnqM0J6hcRTHlx5Mkx55jW1w1ujxZGZvFkxEjTMOucuWgeIjmp1GKu5lHcWJRaI5Qnu2+zXlzuB8vvWSy5WqxizBOEsh5nppTk47tjnLoaBkqRTSgJrt5hc844xFGYng1NkaFEsh5ihFPPbbxCL/gh5lLvY261OdfQOHpaefZp47RP+EnNv98iOpEYseCHQstSkfiHXsae5rdrTleOaIJrObN7lXfMmF6XfoN7k0k1aiGs6tcAv74kZSjBnIqXpThOE8M3ckn7y5k2Cft+eW/VThMxQJdv4cZw288nLU8tO9yvplwa4H2PUBlqmLSx0OCU0wtTLrSFfdo7VmC8fTUHE0P4zhlKMNxwonmFlawhUZu2z7Bj9iwUp1IGrEZL9JIwo9E/Mnw8uOBYeHw5vACnd8VIn+yFQHXMoM39u8lFO9UwI499zeAb+4FTK3aYycC8XhjNmX+XFKg3VuzktW0BsCCjT+5y21GxXFKU49tnME0L+7e3cwuy+0zpNCyxZmgr042QVxrCVDeJoibstGs82nobGqsNdhjXbKUXeg003fEnmQCupZipiEyHs6SG+lHTaagZyUTZFaeuQfGtTalKHSKCfpai0uzYyGuB60hPRKSlsPWDTBhC0zdBqcTYdgd8LR5D924tQxvDr+Nn5e2Nzf4HVbTkgM+EcSVrUE5r1MUTz1GxbjteNjT+K3FZ0SWu4uQEC/KhVsoV86U0alZE/w802HXTkhOhCrVLz/DDlPiJybGJHicMzkMeHmZpLIyZfLvqyDEdVToSzTcB3TKFuBtrrV+Jq99bpTmD9fSY485G49dyxIGQghR2N1yC6xc6Vx++214//2c2QUpKaZxxIoVZrlNG7Ndhw6mjqprQNbDwzy/dKlzXalScOyYeQ7MwLJ6dWcNYFf79kHVqu7rzp83wYSWLc17fHo6bNxo6ke6DkLtdlPyZ8MGU6eylUsvtd27zddVs6ZzXXy8qQUfG+v+elWqwLffQufO7uuDgsxg2MtRai0iAvY4En9r1IC2bWH0aPd9fEmiBntJxJ/9VEVjoWFDU2KoVCnTsKxJtuToAwdMSY0929JYP/Uw/8xPZdK6imR4B/D9/2XwSP/jbN54nsatanMnf6FRHKAKRyhPGt5YsNGOpdRjG1U4QDX2UZX9vM4IlhS7h+ioGJ4cEsiE8Z60YC3hRFOOo4RxkmjCqdi4GFs3KXoxlXuZac7JWpVqtr1oTMbYx28v5PX/u8d0l8bURj5SvA4kJFM+7YBbgHkG3enBDPp0387Hby2iRqtnGGr7mi95IecPQC7G3fshD81402WNxoY130Z+GY2r4bExskDHv0IkwFsEXKtx9vz58M2Dq/jp7H1uAYIspUPgtubg7wOHj8NdDWFgU5NlptNMVummdJiwAWrUhLBQ0/wiKgr2R4GPF1hAly3HzhbPMm53K6ZOs7J3r/kxHso3fMOzgCkT05l57KAupUrBhx+asbdFkkeFEEVV2n5I2w2pJ2H1GigTABWCzHPKA876kdpqON5nzl7wUOcIpCzHSCQga11PpvIFL3KMstS07KW43QxUtVIcbt6Ns5XrwqmTJGb4sajKQHYnluf4CQsnTvqQnKL45MxT+Ohk1vp2YGVAJ855h5LmEUB8nEbHxhKb4kcpTlORQzlmWAEUK2bKZ4WHQ/lwTVV1ALu3L0nBZbPKOGb+s9lM/6OyZaF+PU2jiGQCvNJuuDuAWkNkpOlNsmcPHD5s/r7x8IDSpaF2bWje3IzJ5fPthlXoA7ytgPe01p0cy28AaK0/zmufohjgPX7cNB6rV88MOIUQQhTM6tUwcCDUrQtjxkBAQN7b2mymsc/RozBoEPg7KjCcPQvFXaoU1K9vOgi7Bn3ffx/eecf9eL/9ZuqzZpeRcW3Lw8yaZbLRXLVuDb//bgK9rjp3di8R8Oyz8M035nHHjmYWySOPOJ/38jLlMYYPd9ZSB5NB3KuXeXz6tGmIlMnT0wSefbP1J0pMNAPOzPXnzpkBeH78/U0zJX9/k6kR7ygn99VX5l9mTebXX4cRLi1cFy82wXuACHYx7dm/+HZnZ/5vYY2sbSaMPcj9p0dzcv6/zFxYmp95NKvxXQli6MRfNGIz4USzuVgbXlxXkrDQREBTvUlfMg7EcCd/c4Ty3MMsHlLjCNAJuX4dGZ8+guerPzu/r6SSSv4F4k/XaUSp7Zvy/wZdWRLgLYRuxGbGZ89CpUrmd9yCjY4s4rXGM2jX6jwejZtC8w5Qq07eb5RaX9IcYK1h1y6YNs28L57be5SA+ONEedekRuNAevY0MyUu9L4jhBBFkj0JsJhsf2WB9FT07F859eEYSm1ai4Xcy7Z8xxCG8p3buif5nu8ZUqCX7c4MZuE+kD1JKKGcdlsXQwks2CmOM+hsZpZtc9uuN5OpRBR7qUEz1jOQX7OaLafhyQZHWa1YirOYDpzGOYityza2UR+A+MAw0ho2IOTxfnh07moGskrByeMwewKEWmFAGzMLwrsWWENJiLOyYYsHa9ZZ2LjRfB6mpkJIiAk2N696hjblIqlS2xdrhYoXDCKfPQt//QVz5pjG8cePX/j7GRoKPXuahJHsCRjiuiv0AV4PTJO1jsBRTJO1B7TWO/LapygGeIUQQlxfrrGEdu3MIKpJE9iyxQR/9+41d/ddaQ0//mjqBGdffy0dOUKO5hc9e5oyEqGhcOaMc332QPXSpdC+vXn8xhvwn/+Y5VWrzLrnnjON7gDWrDE3IevXN8HtzGxmrU0WckqKWX78cVMioyBCQ531k3Pz3HPwxRfm8Q8/wNNP59wmMNAcY9EiZ2D+9ded2d3h4Sbj4auvzPpMa9eaTIeUFJOJnJB7bJZixUxD1aZNneu6ds1ZS/exh9MZ9WksWK1kbN3K1LGJpJSqTP83y2MJKYayOH/IvEkh4ZGH8EhPhrBy0OxWKBHKe68ls3tTMn4kcYpQjtTvyrvvOoPpV5kEeAuZG7mZ8dixMGCAySr69Vfo1Omqv2SuMm+4Sc1IIYS4DEd2YVu/nNhVe0naHkWiDuJcaA3OB1fhZLU2pPlkYEs9TcwZxdFjvrRYMpr++77I2v0koZwn0K0kV6bH+YnRPJ617E8CCQQW6LTsKO5uto1UT3+Skj05edqfd4+9zGP20RfeGWjPYpbSPms5nCMcoWAd5VLb1WLL6y+wbVcY6zeXZc3GcJrumst/9UvsJoJg4jhHEGl4UYIzhHKKEjin3P1ftXc40f1umjdPp3yVmoTYEvH74j94rluDJSaWpDQvktM8UWgUmjiCOUwFfEghEX8GM5KTOMvd1GcrvZnCKUJZTlu2UY8Gjaw8OTCFvi0OEnRqJxzYAccOQZUK8Eh/R133bOm+qalw4oTJ2Dh5AqL3Q9mKUL4SlCwJaWkcjdas2OjL9u1m5mJMjNnN19d87leubMbNzZu7J4FcirQ02L8foqNNks6xY2ZCT1KSGcOnpJhtPD1NYkrmP19fM74PCzPZ2TVrmvO6zj2aCneTNa11hlJqKPAXJrPg5/yCu0IIIcT14OFhAgFgyiJYLOaO+fjxprRD9uAumIDB4MFmm8xyDmFh1+6cM4WHm/FWjEvPotKlzdfQoweMcvYpcyv5ACaYPW6caeo1dKgZHE2ZYh57eJiAcKaWLWFHLp/gSsEDD5hSQ82amUBqQVWrlneA18fHHDdzmtmAAaYEx9lsswU7dwZvb/O/a0mKKVNg5kyTmezjAy1auO9XqZLzdbp2hQkT3J/v0sVkhL/5pglqu/L2dl8OC4NX3/LM+gHw6NiR+zvm/XVnWH3w+HlKjvX2LjDRNWn3X1O2Q4g83LDNjPv3NzeXHnroipRbvGQeheIvJiGEuMGVr4W1fC1K9cxvI5eeCKkfwaHHSIvaz+H40my2NWbnbgvBK2ZR6+AMLLZ04ktWJsgjidtqB3Jrm0OUKetL6bBkAnz8OL71b7w3LcZ/zkSsp89gjU9AZdgA0D6eoDXKrrHc2oi/vj8CYQmQthO0Hf37KXjR/czSPH1QWuOZkeq2/rnHV3Nf1URiYv04eDiE3VuKkbrHC43CB/dts9u51JuWS59wW/c0awkmnpasvdB3lHX7qjDmv86BeQUOcYixWcvZQ9wVOOKWrZz03z74lrCSmmbl0JFgvP/+l+fWOns3xBPEqc2hVNl8wK0fBgDtqkBPbeqve4SBJRD+2QMj/oCNuyDdlus5Z1g8UXYbLzCeyTibkfiSxAP8QUUOEUUlvqYHZykOaCIiFLe1TmGAbST1Dk7A954GMOQR8KoNVudXabPBoUOwfTts22b+Hdx6Du/IbZy0lSSS6lll1i6Vt7cJ9NaqZf5FRJjSFvXqXdZhr4hCkcF7KSSDVwghxLU2aRL07WsCETt2mIBpQW3ZYu5S22wwcWLezdeups6dTc3LTJmZun//7Z45Fx9v6vBeaVqbGsFVquQMfuanf39TSsLVgw/Ce++ZzNnsgaH334dhw9zXjR9vrt2FnD/v/Nr9/c1yZlbf1KnQu7dz22rVTH2zvGqY/fGHOU8w2bWTJ184Q9D1+bAwkxyR3fz57kFqT08TuL8a1ywXkuNYyBS0mbErGWcLIYQodGw2OLbLPC5X2wzQspfzscVDyiY4sB2+nAv7DkFwcXh4KNzT26RuHjsGY76BbeshLR1e6we1Spq6wx7lwbsxZ+OtLF6QwY5J2/FbNIvOceOpwgFOUwqNIhF/ttCQqfRiCve5neZi2tOepeQlxerLQaqgbBm8yBfMx7VZhuYMJdxKUOSppD/sfNl93fYTcNvIC+8L/OPfiW9u/R8VwuMpFphKgH8aHZeMpMnyqQXavx9/MIF+WculOMVsutGCdYBpjHyMspTjKOcIwp9EfDFT/UYEv8eyJg9QskQSdu3LuQR/eq/9iLS4dE7aS5GKN16kcSvLaMVqPDEZOAeozEgG8ymv4jpkrce/3MWflOAMifhzkjBm043jlM3apgQxVOAwpylFNOXdvpYaNZz9SK6Bwp3BK4QQQhQGffqYBmMhISaj82I0bGjqPp47d/1qXbVp4x7gLe2YsXXbbeau9LZt0K3b1QsUKmXuhF+s8u5jLH77zWT85eXNN03Zhb//NstdurgHZvMTGGiCyaNGmdIPrn8TdOli7uLv3m2mb/30U/4NKnr3NnV+T582zewKMv27b19nlvCQPMrStWzpvty8+TUL7orCKbefvBwZIEqpQcAggArZ67kIIYQQNzqrFcrXdV+XffBlLQb+HaBeBxj9TO7HCQ+Htz7J96VCQqBnHw969mkINGT//nf5+S/NgoWKHTvMDfrUVDOurBMGdepAgwZmDNek6WKIOQibV0FQKdA28PKGkmFQogQ+YWFEKAtRUfDwWqi+GrZts3PyRArnzyu+T3+X2NBaBDStTf16mltbZ1AqVJlB6aH9cOYE+AaAskGxBqBTwX4e7AlQ1w4vpZlmpCu3wAkTKLajOERF9lOVg1QmmnB2JtZmxnz3gfsMviXzz5hjlAEgDS+iqEQJzlCOo1nBZ+VloUOL47RseoIalY9Qxb6XFs+vyzqWN2lUJgqAkpxxfRk2xNVh/qLqbuu+4K9cy3e4qsJB3vYagf3xWygTlkBAQDo+XunUXjefpr+514b7Xg3hfLEwkqwBWFNSCE08AsAE7qcf7lP2IiLyfdlrRjJ4hRBCCAG419IF02CoWzfzOC4ONm40QeCLDV5fbVOmwH2O5IcLZc1mSk01GbRlypjs5CtVWzMlxXQkrlbt6nQfPnDANOUrVcpkHed1LVy/nnffNXWRrxHJ4C1kpJmxEEIIIXLQ2mQrx8VBhQrsPR7IxInm74MtW5xl6VzdzgLCiWYRHXPUIQ4LMw2cb22SSOtWmoa3BODl5XjSFgv/GQpjFkGn22DjZtiUMyU22erHCMtbfJc+iDO4TpXUJOObZ0kMe5WyWM7EQXwSFPOByNfcN1gUCf3+KNC3JbV3UzYOfJKde0uxZ18J9hxqRLsOfrz0UoF2vxIKd5O1SyEDTyGEEOLiJCWZsgOZli0zGck3urQ0ePRR0zRh5EgzTaqo+/xzeOUVZ7mQa1i/VAK8hYw0MxZCCCHExUhKMnVuDx40jcsSEsy/5GRngzI/P9PAuWJFU36tQoWLTKiIioLkJKhQ0aQ8nzkFteuR7h3Av/+a2POZMyYx29/XTp3o2VRIWI9vRrzJ5MiwQ/1W0Kmb6dKWkgKTfofl8+DLZwANGSdM7eBjNvh2KoSWMvXXVqyF1dvcz8fLA6qWhd5t4ZVeoNMBC/i1B4+LqMt3+STAK4QQQogL69YN5syB4GCTiRpYsAbE4gajtQnslitnpgleQxLgLYSUUp2BL3E2M/4wv+1lnC2EEEKIm1pSkokiJyWZ5YgInCnH15XU4BVCCCHEhY0ebab+t2snwd3CTCmoW/fC2wkBoLWeB8y73uchhBBCCHFD8PMzNdcKEQnwCiGEECJLaKhpHiaEEEIIIYQQonC4Cu0/hBBCCCGEEEIIIYQQQlwLEuAVQgghhBBCCCGEEEKIQkoCvEIIIYQQQgghhBBCCFFISYBXCCGEEEIIIYQQQgghCikJ8AohhBBCCCGEEEIIIUQhJQFeIYQQQgghhBBCCCGEKKQkwCuEEEIIIYQQQgghhBCFlAR4hRBCCCGEEEIIIYQQopCSAK8QQgghhBBCCCGEEEIUUhLgFUIIIYQQQgghhBBCiEJKArxCCCGEEEIIIYQQQghRSEmAVwghhBBCCCGEEEIIIQopCfAKIYQQQgghhBBCCCFEISUBXiGEEEIIIYQQQgghhCikJMArhBBCCCGEEEIIIYQQhZQEeIUQQgghhBBCCCGEEKKQkgCvEEIIIYQQQgghhBBCFFJKa329z+GqUEqdBg5d7/MoZEoCMdf7JMRVJ9e5aJDrXDTIdS4aCtN1jtFa33W9T0JcXTLOviSF6fdYXDq5zkWDXOeiQa5z0VDYrnOeY+2bNsArLp5SaoPWuun1Pg9xdcl1LhrkOhcNcp2LBrnOQhR+8ntcNMh1LhrkOhcNcp2LhpvpOkuJBiGEEEIIIYQQQgghhCikJMArhBBCCCGEEEIIIYQQhZQEeIWrH6/3CYhrQq5z0SDXuWiQ61w0yHUWovCT3+OiQa5z0SDXuWiQ61w03DTXWWrwCiGEEEIIIYQQQgghRCElGbxCCCGEEEIIIYQQQghRSEmAtwhRSkUppbYppbYopTa4rH9GKbVHKbVDKfWpy/o3lFL7HM91uj5nLS5WbtdZKTXRsbzF8fwWl+3lOhdCeVznhkqpNZnrlFLNXbaX61wI5XGdGyilVjvWz1ZKBblsL9e5EFJKBSulpiildiuldimlWimliiulFiilIh3/h7hsL9dZiBuQjLWLBhlrFw0y1i4aZKxdNBSVsbaUaChClFJRQFOtdYzLug7AW0AXrXWqUipUa31KKVUbGA80B8oCC4EaWmvbdTh1cRFyu87Znv8vEK+1fl+uc+GVx+/z38D/tNbzlVKdgVe11u3lOhdeeVzn9cDLWuulSqlHgcpa63fkOhdeSqkxwHKt9SillBfgB7wJxGqtRyilXgdCtNavyXUW4sYlY+2iQcbaRYOMtYsGGWsXDUVlrC0ZvOIpYITWOhVAa33Ksb47MEFrnaq1Pgjsw/yAi0JMKaWAPpg3LJDrfLPRQOYd5mLAMcdjuc43l5rAMsfjBUAvx2O5zoWQIyvkVmA0gNY6TWsdh7meYxybjQHudTyW6yxE4SJj7SJExto3PRlrFw0y1r6JFKWxtgR4ixYN/K2U2qiUGuRYVwNoq5Raq5RaqpRq5lhfDjjism+0Y5248eV2nTO1BU5qrSMdy3KdC6/crvPzwGdKqSPA58AbjvVynQuv3K7zduAex+P7gPKOx3KdC6cqwGngF6XUZqXUKKWUPxCmtT4O4Pg/1LG9XGchblwy1i4aZKxdNMhYu2iQsfbNr8iMtT2u9wmIa6qN1vqYUioUWKCU2o35GQgBWgLNgElKqSqAymV/qedROOS4zlrrzDuQ/XBmFIBc58Ist9/n3sALWuupSqk+mLuUtyPXuTDL7To/CnytlHoXmAWkObaV61w4eQCNgWe01muVUl8Br+ezvVxnIW5cMtYuGmSsXTTIWLtokLH2za/IjLUlg7cI0Vofc/x/CpiOSTOPBqZpYx1gB0o61pd32T0c5xQUcQPL4zqjlPIAegITXTaX61xI5XGdBwDTHJtMxjmVRK5zIZXbddZa79Za36m1boL5I3K/Y3O5zoVTNBCttV7rWJ6CGYSeVEqVAXD8f8ple7nOQtyAZKxdNMhYu2iQsXbRIGPtIqHIjLUlwFtEKKX8lVKBmY+BOzFTD2YAtznW1wC8gBjMnaq+SilvpVRloDqw7jqcurgI+VxnMHeXd2uto112ketcCOVznY8B7Ryb3QZkTg+U61wI5XWdHRkGKKUswNvAD45d5DoXQlrrE8ARpVRNx6qOwE7M9RzgWDcAmOl4LNdZiBuQjLWLBhlrFw0y1i4aZKxdNBSlsbaUaCg6woDppu4/HsAfWus/HR0Ef1ZKbcdMPRigtdbADqXUJMwPfgbwdGHoGihyv86O5/riPmUMrbVc58Ipr9/nBOArRwZJCjAI5DoXYnld5+eUUk87tpkG/AJynQu5Z4Bxjs/kA8AjmJvwk5RSjwGHMTXg5DoLceOSsXbRIGPtokHG2kWDjLWLjiIx1lZmfCGEEEIIIYQQQgghhBCisJESDUIIIYQQQgghhBBCCFFISYBXCCGEEEIIIYQQQgghCikJ8AohhBBCCCGEEEIIIUQhJQFeIYQQQgghhBBCCCGEKKQkwCuEEEIIIYQQQgghhBCFlAR4hRA3JaWUTSm1RSm1XSk1WSnlp5SqpJTafpHHGaiUKnu1zvNG4PgaTyulRl1gu4NKqZrZ1n2plHpVKdVWKbXzYr+/QgghhBCicJFxdsHJOFsIca1IgFcIcbNK1lo31FrXBdKAJy/xOAOBG3rgqZTyuAKHmai1fvwC20wA+rq8rgXo7dh3OdD5CpyHEEIIIYS4sck4++LIOFsIcdVJgFcIURQsB6o5HluVUj8ppXYopf5WSvkCKKUaKqXWKKX+VUpNV0qFKKV6A02BcY4sBV+lVEel1Gal1Dal1M9KKW/H/lFKqf8opTY5novIfhJKKatS6jOl1HrH6wx2rG+vlFqilJqilNqtlBqnlFKO55oopZYqpTYqpf5SSpVxrF+ilPpIKbUUeE4p1cxxzNWO19ju2G65UqqhyzmsVErVz++bldd5AuNxGXgCtwJRWutDF3c5hBBCCCHETULG2c5zkHG2EOK6kQCvEOKm5rjrfjewzbGqOvCd1roOEAf0cqwfC7ymta7v2HaY1noKsAF4UGvdENDAr8D9Wut6gAfwlMvLxWitGwPfAy/ncjqPAfFa62ZAM+AJpVRlx3ONgOeB2kAVoI1SyhP4BuittW4C/Ax86HK8YK11O631f4FfgCe11q0Am8s2ozDZESilagDeWut/L/Bty/U8HfvZlVINHNv1xQxGhRBCCCFEESPjbBlnCyFuHBLgFULcrHyVUlswA8fDwGjH+oNa6y2OxxuBSkqpYphB3FLH+jGYu+bZ1XTsvzeP7aa5HjeX/e8EHnac11qgBGYgDLBOax2ttbYDWxz71wTqAgsc+7wNhLscbyKAUioYCNRar3Ks/8Nlm8lAV8cg9lHMwPlC8jvP8UBfx4C+u+P4QgghhBCi6JBxtiHjbCHEDeNK1JMRQogbUbIjGyCLYzZWqssqG+B7EcdUF3g+89g2cn9/VcAzWuu/sp1X+1zOy8Ox/Q5HtkBuEi90XlrrJKXUAswgsQ9mKtyF5HqeDuOBv4GlwL9a61MFOJ4QQgghhLh5yDgbGWcLIW4sksErhCjytNbxwFmlVFvHqv6YgRXAeSDQ8Xg3JhOhWi7bFcRfwFOOu/wopWoopfzz2X4PUEop1cqxvadSqk4u538WOK+UaulY1TfbJqOAr4H1WuvYyzlPrfV+4AwwApk2JoQQQggh8iHj7IKfp4yzhRCXQzJ4hRDCGAD8oJTyAw4AjzjW/+pYnwy0cqyf7Jg6tR744SJeYxRmStgmR3OH08C9eW2stU5zNKD42jG9zQP4EtiRy+aPAT8ppRKBJUC8y3E2KqXOYeqHXYnzHA98DEwv4PGEEEIIIUTRJePsgp+njLOFEJdEaa2v9zkIIYS4TEqpAK11guPx60AZrfVzjuWymMFohKP2WPZ9BwJNtdZDL/McKgFztNZ1L+c4QgghhBBC3ChknC2EKAykRIMQQtwcuiiltiiltgNtgeEASqmHMQ0c3spt0OmQDNytlBp1qS/umHY3G4i51GMIIYQQQghxA5JxthDihicZvEIIIYQQQgghhBBCCFFISQavEEIIIYQQQgghhBBCFFIS4BVCCCGEEEIIIYQQQohCSgK8QgghhBBCCCGEEEIIUUhJgFcIIYQQQgghhBBCCCEKKQnwCiGEEEIIIYQQQgghRCElAV4hhBBCCCGEEEIIIYQopP4fu2K4VzYAMI0AAAAASUVORK5CYII=\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1728x576 with 2 Axes>"
]
@@ -1172,13 +1280,13 @@
},
{
"cell_type": "code",
- "execution_count": 61,
+ "execution_count": 24,
"id": "8c61b6fe-111f-4c2f-91b6-2fb83c56c9d7",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1728x576 with 2 Axes>"
]
@@ -1195,13 +1303,13 @@
},
{
"cell_type": "code",
- "execution_count": 62,
+ "execution_count": 25,
"id": "373ca950-0378-4d7d-96ca-57ad951ebbf3",
"metadata": {},
"outputs": [
{
"data": {
- "image/png": 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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 1728x576 with 2 Axes>"
]
@@ -1234,7 +1342,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 28,
"id": "371f7583-5d0d-44d0-b41b-20cf4279da45",
"metadata": {},
"outputs": [],
@@ -1242,12 +1350,18 @@
"runTest = 321\n",
"\n",
"# bunch pattern table\n",
- "fields_bpt = [\"bunchPatternTable\"]"
+ "field_bpt = [\n",
+ " {'bunchPatternTable': {'source': 'SA3_BR_UTC/TSYS/TIMESERVER:outputBunchPattern',\n",
+ " 'key': 'data.bunchPatternTable',\n",
+ " 'dim': ['pulses'],\n",
+ " },\n",
+ " },\n",
+ " ]"
]
},
{
"cell_type": "code",
- "execution_count": 65,
+ "execution_count": 29,
"id": "83fe11bc-aa8b-4037-aa15-4a36e3104bf5",
"metadata": {},
"outputs": [],
@@ -1258,12 +1372,27 @@
},
{
"cell_type": "code",
- "execution_count": 66,
+ "execution_count": 30,
"id": "6115d454-d695-441e-b70f-40ac4a336355",
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Source SA3_BR_UTC/TSYS/TIMESERVER:outputBunchPattern not found in run. Skipping!\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Source SA3_BR_UTC/TSYS/TIMESERVER:outputBunchPattern not found in run. Skipping!\n"
+ ]
+ }
+ ],
"source": [
- "_, data_inf = tb.load(proposal, runTest, fields + fileds_bpt)\n",
+ "_, data_inf = tb.load(proposal, runTest, fields + field_bpt)\n",
"\n",
"# transform PES data into the format expected\n",
"pes_data_inf = {k: da.from_array(data_inf[item].to_numpy())\n",
@@ -1276,13 +1405,13 @@
},
{
"cell_type": "code",
- "execution_count": 7,
+ "execution_count": 31,
"id": "056c231d-49cf-4280-b7b2-8884b50e710e",
"metadata": {},
"outputs": [],
"source": [
"# assume the same bunch pattern structure throughout the run!\n",
- "fel_pos = indices_at_sase(bpt[0,:], sase=3)\n",
+ "fel_pos = indices_at_sase(bpt_inf, sase=3)\n",
"fel_pos -= fel_pos[0]\n",
"freq_ratio = {ch: 220 for ch in channels}\n",
"sample_pos = {ch: fel_pos * 2 * freq for ch, freq in freq_ratio.items()}\n",
@@ -1291,28 +1420,112 @@
},
{
"cell_type": "code",
- "execution_count": 8,
+ "execution_count": 32,
"id": "938f91a8-ab92-407e-a679-c5ce2c8589e5",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
- "{'channel_1_A': array([0]),\n",
- " 'channel_1_B': array([0]),\n",
- " 'channel_1_C': array([0]),\n",
- " 'channel_1_D': array([0]),\n",
- " 'channel_2_A': array([0]),\n",
- " 'channel_2_B': array([0]),\n",
- " 'channel_2_C': array([0]),\n",
- " 'channel_2_D': array([0]),\n",
- " 'channel_3_A': array([0]),\n",
- " 'channel_3_B': array([0]),\n",
- " 'channel_3_C': array([0]),\n",
- " 'channel_3_D': array([0])}"
+ "{'channel_1_A': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_1_B': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_1_C': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_1_D': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_2_A': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_2_B': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_2_C': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_2_D': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_3_A': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_3_B': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_3_C': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_3_D': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_4_A': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_4_B': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_4_C': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360]),\n",
+ " 'channel_4_D': array([ 0, 14080, 28160, 42240, 56320, 70400, 84480, 98560,\n",
+ " 112640, 126720, 140800, 154880, 168960, 183040, 197120, 211200,\n",
+ " 225280, 239360, 253440, 267520, 281600, 295680, 309760, 323840,\n",
+ " 337920, 352000, 366080, 380160, 394240, 408320, 422400, 436480,\n",
+ " 450560, 464640, 478720, 492800, 506880, 520960, 535040, 549120,\n",
+ " 563200, 577280, 591360])}"
]
},
- "execution_count": 8,
+ "execution_count": 32,
"metadata": {},
"output_type": "execute_result"
}
@@ -1333,7 +1546,7 @@
},
{
"cell_type": "code",
- "execution_count": 67,
+ "execution_count": 33,
"id": "d9f267f7-3e0d-4101-97f0-019c837b5e5e",
"metadata": {},
"outputs": [],
@@ -1343,7 +1556,7 @@
},
{
"cell_type": "code",
- "execution_count": 68,
+ "execution_count": 34,
"id": "2be3b1ac-5e21-4503-b763-ba7723b808c2",
"metadata": {},
"outputs": [],
@@ -1361,7 +1574,7 @@
},
{
"cell_type": "code",
- "execution_count": 69,
+ "execution_count": 35,
"id": "c9ea5c57-cdf3-4268-856f-44b48cd3fb69",
"metadata": {},
"outputs": [],
@@ -1390,13 +1603,13 @@
},
{
"cell_type": "code",
- "execution_count": 70,
+ "execution_count": 36,
"id": "99256b0f-780d-4a20-bc70-6e0b894c584c",
"metadata": {},
"outputs": [
{
"data": {
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\n",
+ "image/png": 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\n",
"text/plain": [
"<Figure size 864x576 with 1 Axes>"
]