Show More
The requested changes are too big and content was truncated. Show full diff
| @@ -281,7 +281,7 b' class NotebookHandler(web.RequestHandler):' | |||
|
|
281 | 281 | last_mod, name, data = nbm.get_notebook(notebook_id, format) |
|
|
282 | 282 | if format == u'json': |
|
|
283 | 283 | self.set_header('Content-Type', 'application/json') |
|
|
284 |
self.set_header('Content-Disposition','attachment; filename="%s. |
|
|
|
284 | self.set_header('Content-Disposition','attachment; filename="%s.ipynb"' % name) | |
|
|
285 | 285 | elif format == u'py': |
|
|
286 | 286 | self.set_header('Content-Type', 'application/x-python') |
|
|
287 | 287 | self.set_header('Content-Disposition','attachment; filename="%s.py"' % name) |
| @@ -1,68 +1,63 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 |
|
|
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source># Distributed hello world | |
|
|
10 | ||
|
|
11 | Originally by Ken Kinder (ken at kenkinder dom com)</source> | |
|
|
12 | </markdowncell> | |
|
|
13 | <codecell> | |
|
|
14 | <input>from IPython.parallel import Client</input> | |
|
|
15 | <language>python</language> | |
|
|
16 | <prompt_number>3</prompt_number> | |
|
|
17 | <collapsed>1</collapsed> | |
|
|
18 | <outputs /> | |
|
|
19 | </codecell> | |
|
|
20 | <codecell> | |
|
|
21 | <input>rc = Client() | |
|
|
22 | view = rc.load_balanced_view()</input> | |
|
|
23 | <language>python</language> | |
|
|
24 | <prompt_number>4</prompt_number> | |
|
|
25 | <collapsed>1</collapsed> | |
|
|
26 | <outputs /> | |
|
|
27 | </codecell> | |
|
|
28 | <codecell> | |
|
|
29 | <input>def sleep_and_echo(t, msg): | |
|
|
30 | import time | |
|
|
31 | time.sleep(t) | |
|
|
32 | return msg</input> | |
|
|
33 | <language>python</language> | |
|
|
34 | <prompt_number>5</prompt_number> | |
|
|
35 | <collapsed>1</collapsed> | |
|
|
36 | <outputs /> | |
|
|
37 | </codecell> | |
|
|
38 | <codecell> | |
|
|
39 | <input>world = view.apply_async(sleep_and_echo, 3, 'World!') | |
|
|
40 | hello = view.apply_async(sleep_and_echo, 2, 'Hello') | |
|
|
41 | </input> | |
|
|
42 | <language>python</language> | |
|
|
43 | <prompt_number>6</prompt_number> | |
|
|
44 | <collapsed>1</collapsed> | |
|
|
45 | <outputs /> | |
|
|
46 | </codecell> | |
|
|
47 | <codecell> | |
|
|
48 | <input>print "Submitted tasks:", hello.msg_ids, world.msg_ids | |
|
|
49 | print hello.get(), world.get()</input> | |
|
|
50 | <language>python</language> | |
|
|
51 | <prompt_number>7</prompt_number> | |
|
|
52 | <collapsed>0</collapsed> | |
|
|
53 | <outputs> | |
|
|
54 | <output> | |
|
|
55 | <output_type>stream</output_type> | |
|
|
56 | <text>Submitted tasks: [&apos;9e533683-d54e-4588-929e-984dd3eb6dc4&apos;] [&apos;90395f15-723f-44df-a743-a5d88cdeb6a0&apos;] | |
|
|
57 | Hello</text> | |
|
|
58 | </output> | |
|
|
59 |
|
|
|
|
60 | <output_type>stream</output_type> | |
|
|
61 | <text>World!</text> | |
|
|
62 | </output> | |
|
|
63 | </outputs> | |
|
|
64 | </codecell> | |
|
|
65 | </cells> | |
|
|
66 | </worksheet> | |
|
|
67 | </worksheets> | |
|
|
68 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "helloworld", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "# Distributed hello world\n\nOriginally by Ken Kinder (ken at kenkinder dom com)", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "cell_type": "code", | |
|
|
13 | "language": "python", | |
|
|
14 | "outputs": [], | |
|
|
15 | "collapsed": true, | |
|
|
16 | "prompt_number": 3, | |
|
|
17 | "input": "from IPython.parallel import Client" | |
|
|
18 | }, | |
|
|
19 | { | |
|
|
20 | "cell_type": "code", | |
|
|
21 | "language": "python", | |
|
|
22 | "outputs": [], | |
|
|
23 | "collapsed": true, | |
|
|
24 | "prompt_number": 4, | |
|
|
25 | "input": "rc = Client()\nview = rc.load_balanced_view()" | |
|
|
26 | }, | |
|
|
27 | { | |
|
|
28 | "cell_type": "code", | |
|
|
29 | "language": "python", | |
|
|
30 | "outputs": [], | |
|
|
31 | "collapsed": true, | |
|
|
32 | "prompt_number": 5, | |
|
|
33 | "input": "def sleep_and_echo(t, msg):\n import time\n time.sleep(t)\n return msg" | |
|
|
34 | }, | |
|
|
35 | { | |
|
|
36 | "cell_type": "code", | |
|
|
37 | "language": "python", | |
|
|
38 | "outputs": [], | |
|
|
39 | "collapsed": true, | |
|
|
40 | "prompt_number": 6, | |
|
|
41 | "input": "world = view.apply_async(sleep_and_echo, 3, 'World!')\nhello = view.apply_async(sleep_and_echo, 2, 'Hello')\n" | |
|
|
42 | }, | |
|
|
43 | { | |
|
|
44 | "cell_type": "code", | |
|
|
45 | "language": "python", | |
|
|
46 | "outputs": [ | |
|
|
47 | { | |
|
|
48 | "output_type": "stream", | |
|
|
49 | "text": "Submitted tasks: ['9e533683-d54e-4588-929e-984dd3eb6dc4'] ['90395f15-723f-44df-a743-a5d88cdeb6a0']\nHello" | |
|
|
50 | }, | |
|
|
51 | { | |
|
|
52 | "output_type": "stream", | |
|
|
53 | "text": "World!" | |
|
|
54 | } | |
|
|
55 | ], | |
|
|
56 | "collapsed": false, | |
|
|
57 | "prompt_number": 7, | |
|
|
58 | "input": "print \"Submitted tasks:\", hello.msg_ids, world.msg_ids\nprint hello.get(), world.get()" | |
|
|
59 | } | |
|
|
60 | ] | |
|
|
61 | } | |
|
|
62 | ] | |
|
|
63 | } No newline at end of file | |
| This diff has been collapsed as it changes many lines, (2295 lines changed) Show them Hide them | |||
| @@ -1,2054 +1,241 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 | <name>mcpricer</name> | |
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source># Parallel Monto-Carlo options pricing</source> | |
|
|
10 | </markdowncell> | |
|
|
11 | <markdowncell> | |
|
|
12 |
|
|
|
|
13 | </markdowncell> | |
|
|
14 | <codecell> | |
|
|
15 | <input>import sys | |
|
|
16 | import time | |
|
|
17 | from IPython.parallel import Client | |
|
|
18 | import numpy as np | |
|
|
19 | from mckernel import price_options | |
|
|
20 | from matplotlib import pyplot as plt</input> | |
|
|
21 | <language>python</language> | |
|
|
22 | <prompt_number>1</prompt_number> | |
|
|
23 | <collapsed>1</collapsed> | |
|
|
24 | <outputs /> | |
|
|
25 | </codecell> | |
|
|
26 | <codecell> | |
|
|
27 | <input>cluster_profile = "default" | |
|
|
28 | price = 100.0 # Initial price | |
|
|
29 | rate = 0.05 # Interest rate | |
|
|
30 | days = 260 # Days to expiration | |
|
|
31 | paths = 10000 # Number of MC paths | |
|
|
32 | n_strikes = 5 # Number of strike values | |
|
|
33 | min_strike = 90.0 # Min strike price | |
|
|
34 | max_strike = 110.0 # Max strike price | |
|
|
35 | n_sigmas = 5 # Number of volatility values | |
|
|
36 | min_sigma = 0.1 # Min volatility | |
|
|
37 | max_sigma = 0.4 # Max volatility</input> | |
|
|
38 | <language>python</language> | |
|
|
39 | <prompt_number>2</prompt_number> | |
|
|
40 | <collapsed>1</collapsed> | |
|
|
41 | <outputs /> | |
|
|
42 | </codecell> | |
|
|
43 | <codecell> | |
|
|
44 | <input>strike_vals = np.linspace(min_strike, max_strike, n_strikes) | |
|
|
45 | sigma_vals = np.linspace(min_sigma, max_sigma, n_sigmas)</input> | |
|
|
46 | <language>python</language> | |
|
|
47 | <prompt_number>3</prompt_number> | |
|
|
48 | <collapsed>1</collapsed> | |
|
|
49 | <outputs /> | |
|
|
50 | </codecell> | |
|
|
51 | <markdowncell> | |
|
|
52 | <source>## Parallel computation across strike prices and volatilities</source> | |
|
|
53 | </markdowncell> | |
|
|
54 | <markdowncell> | |
|
|
55 | <source>The Client is used to setup the calculation and works with all engines.</source> | |
|
|
56 | </markdowncell> | |
|
|
57 | <codecell> | |
|
|
58 | <input>c = Client(profile=cluster_profile)</input> | |
|
|
59 | <language>python</language> | |
|
|
60 | <prompt_number>4</prompt_number> | |
|
|
61 | <collapsed>1</collapsed> | |
|
|
62 |
|
|
|
|
63 | </codecell> | |
|
|
64 | <markdowncell> | |
|
|
65 | <source>A LoadBalancedView is an interface to the engines that provides dynamic load | |
|
|
66 | balancing at the expense of not knowing which engine will execute the code.</source> | |
|
|
67 | </markdowncell> | |
|
|
68 | <codecell> | |
|
|
69 | <input>view = c.load_balanced_view()</input> | |
|
|
70 | <language>python</language> | |
|
|
71 | <prompt_number>5</prompt_number> | |
|
|
72 | <collapsed>1</collapsed> | |
|
|
73 | <outputs /> | |
|
|
74 | </codecell> | |
|
|
75 | <codecell> | |
|
|
76 | <input>print "Strike prices: ", strike_vals | |
|
|
77 | print "Volatilities: ", sigma_vals</input> | |
|
|
78 | <language>python</language> | |
|
|
79 | <prompt_number>6</prompt_number> | |
|
|
80 | <collapsed>0</collapsed> | |
|
|
81 | <outputs> | |
|
|
82 | <output> | |
|
|
83 | <output_type>stream</output_type> | |
|
|
84 | <text>Strike prices: [ 90. 95. 100. 105. 110.] | |
|
|
85 | Volatilities: [ 0.1 0.175 0.25 0.325 0.4 ]</text> | |
|
|
86 | </output> | |
|
|
87 |
|
|
|
|
88 | </codecell> | |
|
|
89 | <markdowncell> | |
|
|
90 | <source>Submit tasks for each (strike, sigma) pair.</source> | |
|
|
91 | </markdowncell> | |
|
|
92 | <codecell> | |
|
|
93 | <input>t1 = time.time() | |
|
|
94 | async_results = [] | |
|
|
95 | for strike in strike_vals: | |
|
|
96 | for sigma in sigma_vals: | |
|
|
97 | ar = view.apply_async(price_options, price, strike, sigma, rate, days, paths) | |
|
|
98 | async_results.append(ar)</input> | |
|
|
99 | <language>python</language> | |
|
|
100 | <prompt_number>7</prompt_number> | |
|
|
101 | <collapsed>1</collapsed> | |
|
|
102 | <outputs /> | |
|
|
103 | </codecell> | |
|
|
104 | <codecell> | |
|
|
105 | <input>print "Submitted tasks: ", len(async_results)</input> | |
|
|
106 | <language>python</language> | |
|
|
107 | <prompt_number>8</prompt_number> | |
|
|
108 | <collapsed>0</collapsed> | |
|
|
109 | <outputs> | |
|
|
110 | <output> | |
|
|
111 | <output_type>stream</output_type> | |
|
|
112 | <text>Submitted tasks: 25</text> | |
|
|
113 | </output> | |
|
|
114 | </outputs> | |
|
|
115 | </codecell> | |
|
|
116 | <markdowncell> | |
|
|
117 | <source>Block until all tasks are completed.</source> | |
|
|
118 | </markdowncell> | |
|
|
119 | <codecell> | |
|
|
120 | <input>c.wait(async_results) | |
|
|
121 | t2 = time.time() | |
|
|
122 | t = t2-t1 | |
|
|
123 | ||
|
|
124 | print "Parallel calculation completed, time = %s s" % t</input> | |
|
|
125 | <language>python</language> | |
|
|
126 | <prompt_number>9</prompt_number> | |
|
|
127 | <collapsed>0</collapsed> | |
|
|
128 | <outputs> | |
|
|
129 |
|
|
|
|
130 | <output_type>stream</output_type> | |
|
|
131 | <text>Parallel calculation completed, time = 2.57819604874 s</text> | |
|
|
132 | </output> | |
|
|
133 |
|
|
|
|
134 | </codecell> | |
|
|
135 | <markdowncell> | |
|
|
136 | <source>## Process and visualize results</source> | |
|
|
137 | </markdowncell> | |
|
|
138 | <markdowncell> | |
|
|
139 | <source>Get the results using the `get` method:</source> | |
|
|
140 | </markdowncell> | |
|
|
141 | <codecell> | |
|
|
142 | <input>results = [ar.get() for ar in async_results] | |
|
|
143 | </input> | |
|
|
144 |
|
|
|
|
145 | <prompt_number>10</prompt_number> | |
|
|
146 | <collapsed>1</collapsed> | |
|
|
147 | <outputs /> | |
|
|
148 | </codecell> | |
|
|
149 | <markdowncell> | |
|
|
150 | <source>Assemble the result into a structured NumPy array.</source> | |
|
|
151 | </markdowncell> | |
|
|
152 | <codecell> | |
|
|
153 | <input>prices = np.empty(n_strikes*n_sigmas, | |
|
|
154 | dtype=[('ecall',float),('eput',float),('acall',float),('aput',float)] | |
|
|
155 | ) | |
|
|
156 | ||
|
|
157 | for i, price in enumerate(results): | |
|
|
158 | prices[i] = tuple(price) | |
|
|
159 | ||
|
|
160 | prices.shape = (n_strikes, n_sigmas) | |
|
|
161 | strike_mesh, sigma_mesh = np.meshgrid(strike_vals, sigma_vals)</input> | |
|
|
162 | <language>python</language> | |
|
|
163 | <prompt_number>11</prompt_number> | |
|
|
164 | <collapsed>1</collapsed> | |
|
|
165 | <outputs /> | |
|
|
166 | </codecell> | |
|
|
167 | <markdowncell> | |
|
|
168 | <source>Plot the value of the European call in (volatility, strike) space.</source> | |
|
|
169 | </markdowncell> | |
|
|
170 | <codecell> | |
|
|
171 | <input>plt.contourf(sigma_mesh, strike_mesh, prices['ecall']) | |
|
|
172 | plt.axis('tight') | |
|
|
173 | plt.colorbar() | |
|
|
174 | plt.title('European Call') | |
|
|
175 | plt.xlabel("Volatility") | |
|
|
176 | plt.ylabel("Strike Price")</input> | |
|
|
177 | <language>python</language> | |
|
|
178 | <prompt_number>12</prompt_number> | |
|
|
179 | <collapsed>0</collapsed> | |
|
|
180 | <outputs> | |
|
|
181 | <output> | |
|
|
182 | <output_type>pyout</output_type> | |
|
|
183 |
|
|
|
|
184 | <prompt_number>12</prompt_number> | |
|
|
185 | </output> | |
|
|
186 | <output> | |
|
|
187 | <output_type>display_data</output_type> | |
|
|
188 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVdjQUFBRWFDQVlBQUFETkJKYVNBQUFBQkhOQ1NWUUlD | |
|
|
189 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6czNYZDBW | |
|
|
190 | SFgrLy9Ibm5abk1wUGRPR2hCcWVrSUtoRlNLdEFpc3FMQkhYWVhkClZYQVY2Mzczck4vZmQ4SHZy | |
|
|
191 | cTZ1KzdVZ1NuSEJnb2h0RlJSQlFFM29DU1doaHA3UU5RUklTRWdqeWYzOWdXUkJVbWFTbWJsVFBv | |
|
|
192 | OXoKY2s2bTNEdnYzQ1N2dWZPNW55TEpzaXdqQ0lJZ1dCU1YwZ1VJZ2lBSXR4UGhMQWlDWUlGRU9B | |
|
|
193 | dUNJRmdnRWM2Q0lBZ1dTSVN6SUFpQwpCUkxoTEFpQ1lJRkVPQXVDRVVWRVJQRDk5OThETUdmT0hP | |
|
|
194 | Ni8vMzZGS3hLc2xRaG5vVU1SRVJFNE96dmo1dWJXOXZYNDQ0OHJYWmJKCkZSWVdjc2NkZHhBVUZJ | |
|
|
195 | U2ZueC9aMmRsODlkVlhlbTByU1ZLNzN3dUNvVVE0Q3gyU0pJbXZ2LzZhbXBxYXRxODMzbmpENFAz | |
|
|
196 | SXNveTEKakhWYXUzWXRvMGFOb20vZnZxeGR1NVpUcDA3eDV6Ly9tWTgvL3RqZ2ZWbkx6eXhZSmhI | |
|
|
197 | T1FyZjg4aU43ZVhrNUtwV0sxdFpXQUxLegpzM25oaFJjWVBYbzBIaDRlbEpXVmNlVElFUjUvL0hI | |
|
|
198 | Q3dzS1lQWHMyUjQ4ZWJkcytPenVidi8zdGIrVG01aElTRXNMZi8vNTNybDY5CjJ2YjQ4ZVBIK2VN | |
|
|
199 | Zi8waDRlRGkvKzkzdk9IandZTnRqUzVjdVpmRGd3WGg2ZWpKcDBxUmJ6bkx6OC9NSkNRbGgwYUpG | |
|
|
200 | OU9uVGgvVDAKZE5hc1dkUGh6L1hZWTQ4eGJkbzAzbnJyTGVMaTRuQnljbUwwNk5Fc1c3YXNyWTdj | |
|
|
201 | M0Z4OGZYMkpqWTNscFpkZW9yYTJ0dWNIVkJCKwpRWVN6MEttT3p2NzArY2crZi81OFpzK2V6YVZM | |
|
|
202 | bHdnTkRXWDA2TkVFQkFSUVhGeE1VRkFRbzBlUHZ1WDViNzc1Sms4KytTUUZCUVZzCjJMQ0J2Lzcx | |
|
|
203 | cndDMHRMUXdiTmd3Qmc4ZXpQNzkrOG5JeU9DT08rNW8yeTRnSUlEVnExZHo0Y0lGcGs2ZHlyMzMz | |
|
|
204 | a3RkWFYzYjR4VVYKRlpTVWxGQllXTWhERHozRTczLy8rM2JyUFgvK1BNZVBIK2ZPTysvczlPZDY3 | |
|
|
205 | cm5uT0gvK1BNdVdMZU9UVHo1aHhZb1ZYUjRMUVRDVQpDR2VoUTdJc00yblNKTHk4dk5xKy92V3Zm | |
|
|
206 | N1U5MWhsSmtoZ3paZ3pqeDQ5SG85R3dmLzkrbXBxYWVPNjU1L0R4OGVGUGYvb1QxNjVkCm83aTR1 | |
|
|
207 | RzJiVWFOR2taZVhSOSsrZmZuakgvL0kxMTkvRGNEMzMzOVBYRndjRHo3NElHNXVianp3d0FQNCt2 | |
|
|
208 | cXlZOGNPQU1hTkcwZnYKM3IxeGNIQmc2dFNwSkNVbDNYSjIzTnJheXZQUFA0K2ZueDhQUHZnZ1ZW | |
|
|
209 | VlZIRDU4K0xhYVQ1OCtEY0N3WWNNNi9MbjY5dTNMaUJFagpjSEJ3SURZMmxwa3paN0p5NVVvOWo2 | |
|
|
210 | Z2c2RStFczlBaFNaSll1WElsbHk5ZmJ2dWFNV05HMjJOZFNVMU5iZnQreTVZdEpDWW0zdkw0CmtD | |
|
|
211 | RkQyTHg1Yzl2KzR1UGoyeDVMU0VqZ3dJRUQxTmJXc21IREJqWnQyblRMbThTeFk4Zll1SEVqQUpz | |
|
|
212 | M2IyYmF0R21FaDRmajZlbEoKVVZFUmUvZnViZHRYVUZBUXZyNitBR2cwR254OWZUbDc5dXh0OVlh | |
|
|
213 | R2hnS3dkZXZXRG4rbTJ0cGFacytlVFhKeU1oNGVIano1NUpPMwp2SllnR0lzSVo2RmJldlhxeFU4 | |
|
|
214 | Ly9kUjIrK1l6NEJzMEdrM2I5OE9IRDJmMzd0MjNQTDVyMXk0eU1qS0E2MmZpTis5ajkrN2RSRVZG | |
|
|
215 | CjRlcnFTbTV1THRuWjJiZThTZFRVMVBEMDAwOGp5eklQUC93d1dWbFo3TjY5bTZxcUtsSlNVcnAx | |
|
|
216 | TVM0b0tJakl5RWhXclZyVjRYUG0KejUvUDRjT0grZVNUVDZpcXF1TFZWMTl0YTJjWEJHTVM0U3gw | |
|
|
217 | cXFPUXk4M05aZnYyN2V6ZXZadkRodzh6Zi83OFRyZU5qNDlIcTlYeQo0b3N2VWxsWnljc3Z2NHhH | |
|
|
218 | bzdubGJQbTc3NzVqOWVyVm5EaHhnbGRlZVlXOHZEd0FSbzRjeWI1OSszai8vZmU1ZlBreURRME41 | |
|
|
219 | T2ZuCmMvYnNXWnFhbXJodzRRSUJBUUU0T2pxeWRPbFNDZ3NMdS8zenpwczNqeFVyVnZEWVk0K3hk | |
|
|
220 | KzllNnV2citlNjc3OW91ZnA0N2R3NHYKTHkvOC9mM1pzV01IYjc3NVpyZGZTeEE2SThKWjZGUmVY | |
|
|
221 | dDR0L1p6dnV1c3VBUHIwNmNPY09YTzQ1NTU3bURadEdyLzk3Vzl2YStyNAo1ZTIxYTlkeTl1eFpF | |
|
|
222 | aElTT0gzNk5HdlhycjNsdVk4Kytpai85My8vUjBaR0JqazVPVHozM0hNQXFOVnE4dlB6T1h6NE1F | |
|
|
223 | bEpTWVNGCmhmSFBmLzRUV1piUjZYUzgvdnJyUFAvODgwUkdSckp6NTA2bVRwM2FhUjJkdWVPT08x | |
|
|
224 | aS9majFIamh4aDlPalJoSWFHOHJlLy9ZMWYKLy9yWEFEejU1SlBVMTljVEhoN08wMDgvemF4WnN6 | |
|
|
225 | cmN2eVJKb3ErejBHMlNtR3hmc0FRNU9UbmNmLy85VEo4K1hlbFNCTUVpaURObgp3V0tJOHdSQitB | |
|
|
226 | OFJ6b0xGRUUwQWd2QWZvbGxERUFUQkFobjl6SG42OU9rRUJBUVFFeFBUZHQrbm4zNUtWRlFVYXJY | |
|
|
227 | NnR1NVViN3p4CkJ2MzY5V1B3NE1GdGZWNEZRUkNzMWVuVHA4bkp5U0VxS29yczdHeVdMMTkreStQ | |
|
|
228 | Ly9PYy9VYWxVWExwMHFkUDlHRDJjSDNyb29WdXUKd2dQRXhNVHd4UmRma0ptWmVjdjlGUlVWdlBY | |
|
|
229 | V1czejMzWGU4L2ZiYmRqSGptU0FJdHMzQndZRlhYMzJWQXdjTzhObG5uL0hmLy8zZgoxTlRVQU5l | |
|
|
230 | RGUvMzY5WVNIaDNlNUg2T0hjMFpHQmw1ZVhyZmNOM0RnUVByMzczL2Jjd3NMQ3hrelpneGhZV0Zr | |
|
|
231 | WldVaHkzTGJEeUVJCmdtQ05BZ01EMi9ydisvcjZFaFVWeGM2ZE93RjQ2cW1uZVBubGwvWGFqNklY | |
|
|
232 | Qkl1S2loZzBhRkRiN1FFREJsQlVWS1JnUllJZ0NNWnoKN05neERodzRRRXBLQ2l0WHJpUWtKSVRZ | |
|
|
233 | MkZpOXR0VjAvUlRUYWU5YVpIdFg3TVZWZkVFUUROSFRmZzd1a29TK24rRmRYVjNiL2NSZgpVMVBE | |
|
|
234 | dmZmZXk2dXZ2b29rU2J6d3dndXNYNzllN3hvVkRlZlUxRlEyYk5qUWR2dlFvVU1rSnllMysxeHJ1 | |
|
|
235 | MVM0QkREMmNBcS9POUlKCkR6aUc3dHBQWFQrNUcrYnNnemt4WFQvUDdDSUd3NFJxY0xsMXNxSTVD | |
|
|
236 | MkRPSXdyVjFFMjJYck9zOXFIU0w1TTlQdGVvMHpTWnRyQU8KVEpUVzlYZ2ZOZWlmT2NQYm1jLzcy | |
|
|
237 | clZyM0hYWFhkeC8vLzFNbkRpUmZmdjJVVjVlVGx4Y0hBQm56cHdoS1NtSm9xSWkvUDM5Mjkydgoy | |
|
|
238 | Y1A1NW5lTGxKUVVubjMyV1U2ZE9zV0pFeWRRcVZTNHVibVp1eVNMNTVFU1Q4VGdPbHdidDhBMXBh | |
|
|
239 | c3hzOHdNU05rRzZtYWxLeEU2CjBhb041NXhmQ251OWEybFdYZTE2QXhzbXl6SXpac3dnT2pxYUo1 | |
|
|
240 | NTRBcmplS2VMbWljSjY5KzdOcmwyNzhQYjI3bkEvUmcvbmFkT20KVVZCUVFHVmxKYUdob2N5ZE94 | |
|
|
241 | ZHZiMjhlZSt3eEtpc3JHVDkrUEFrSkNheFpzNGFBZ0FCbXpweEpibTR1V3EyV2hRc1hHcnNjcSti | |
|
|
242 | VQpyeThSNlo1NE5leENhbFM2R2pOemNvZkpneUIwazlLVkNKMW9kb3FpM0QrYWd4NlhRYXBXdWh5 | |
|
|
243 | THNHWExGcFl0VzBac2JDd0pDUWtBCnZQRENDNHdkTzdidE9mbzAxVnJGSUJSSmtxeXVXYU1ZU09q | |
|
|
244 | bXRnNytmb1RkTVlDQWExdVFKUFA5ZXZKL2d1d0FzNzFjeDBJSHdKMTEKNEhxNjA2Zmw3NFRzSVdh | |
|
|
245 | cXlVaHNwZVpHdDZFYzhRK2x6T1V5V05nMW9ZblN1aDYzT1J1U09jTXh6ZFFESXB3dGlNclptVjRU | |
|
|
246 | a3VubApVSVM2dFY3cGNwU1JuZ0ZEdDRQYTN0cHZMSitNaGpxdkxBNzRlZktqaytWMmViV1ZjRmIw | |
|
|
247 | Z3FEd001V0tnREhEQ1BNOWpQWmFBZGpqCjNPMk9yakFwR3NKRk00YWxrVlV1Vkh0bnM5ZFBRNVcy | |
|
|
248 | SHZUdXh5RDBoQWhuaFhtbER5RzgzeVZjR2pmYjM4VytHMEw2UVY0VHVHOVgKdWhMaEpyTEdqd3Ur | |
|
|
249 | R2V6MWFmcTU1NFc5L29FcVE0U3pRbHdHRHlBaXhRblB4cDFnYnhmN2JqWjBPQXpiQVJwN1BnaVdw | |
|
|
250 | VlhibTdQKwp5ZXp6dWtLejZ2WnVZb0o1aUhBMk0yMXdFT0VqZStQWHROWCtlbURjVE9jTUUrT2h0 | |
|
|
251 | ejFjVGJBT3pjNHhsUGtOcHRUak1raFZTcGRqCjkwUTRtNG5helkyUThZa0VxYmFodm5ZZUxPc0N0 | |
|
|
252 | M2tGOVlGSk1yaDN2TXExWUQ0TmJ1a2M4ZTlGdWN0bGtDNHJYWTd3TXhIT3BxWlcKRXpndW5WRFAv | |
|
|
253 | V2liQzhEaSs4YVlXRW82RE44RkRnMUtWMkxYWkRSYzljcmhvSi83enowdnFyRHZNd2JMSThMWmhM | |
|
|
254 | eXpVb21JK0JHbgpwbzFnN3dQY0hCemh6aVRvdTBWa2dJSmtsU3RWUGpuczlWVlJMWHBlV0RRUnpp | |
|
|
255 | YmdHanVZaUVRVkhvMkZvTXowQXBZbE1BSW1hY0JqCmk5S1YyQzFaRTBDRmJ6cDdmQnRwVU52enhR | |
|
|
256 | N3JJY0xaaUhTaElZVG5odURidU4yK0wvYmRiTWhReU53RERuVktWMktYV25SOU9ldVgKeEQ2dmFs | |
|
|
257 | cEV6d3VySXNMWkNOU2VIb1NPalNPSXJhaWF6b2lQN1FBT09waVFEUDAyaStPaGdHdk84WlQ1RCtD | |
|
|
258 | USt5WFI4OEpLaVhEdQpBVW1ySldoY0dpR3VKVGkwYkZTNkhNdmhId2FUSE1GTGRKTXp0d2IzNFJ6 | |
|
|
259 | MkQrYWtTeFZ3R2ZIT2FMMUVPSGVUNzRpaGhJZWN3ckZwCkk3UW9YWTBGU1VpRDdQMmdGUitoemFu | |
|
|
260 | V2F5VDcvZDJwY0t6bGVzOEx3ZHFKY0RhUWUySU1FWEhOdURWc0V4ZjdicVoyZ0FscE1HQ1QKT0Zr | |
|
|
261 | em8xWnRPQWRDVXlsenJRTEVHNkl0RWVHc0o4ZmVFVVJrK2VQZFVJUWt1dWpleWpjRUpydUN0NWkw | |
|
|
262 | eUZ4a0pLcDl4N0U5c0pVbQp0VGhUdGtVaW5MdWc4ZkVoYk14Z0FscTNvR29zRjJlRnZ4U1hBam1I | |
|
|
263 | UUhkRzZVcnNScXUyTi90Q2gzRFNWVXh1Yjh0RU9IZEE1ZWhJCjhQaFVlam50UXRNaXpnaHZvOWJB | |
|
|
264 | dUdFd2FLTjR3eklUR1lrcXZ3bHNDMnltV1NXQzJkYUpjUDRsU2NKdjlMQ2ZGMUl0RUJmNzJ1TWQK | |
|
|
265 | REwveUJCL1JROFZjV25SOTJSdWF5R2tYRWNyMlFvVHpUVHhTRTRnWWZCWFhCanRjU0ZWZjBVTmc1 | |
|
|
266 | RkhRblZPNkVyc2dvK0t5L3dTMgpCelNKczJVN28xSzZBRXZnM0QrU3dROGxFZFc3R05lR0kwcVhZ | |
|
|
267 | NWxVYWhpZkJlTjJnazZFaERtME9QYW51Tit2MkJ6VVFMUEtIcGZICnNVNm5UNThtSnllSHFLZ29z | |
|
|
268 | ck96V2I1OE9RQ2Zmdm9wVVZGUnFOVnFkdS9lM2VWKzdQck0yU0hBbjdEUi9hOHZwTm9naTdiVGpu | |
|
|
269 | Z0cKd0svOHdLOUE2VXJzZ295YWkvNTVGQWJVMDZLNm9uUTVnb0VjSEJ4NDlkVlhpWStQcDdLeWtw | |
|
|
270 | U1VGUEx5OG9pSmllR0xMNzdnNFljZgoxbXMvZGhuT0toY1hlbzFMb3BkMkIrcG1NYnk0VTRNVFlW | |
|
|
271 | UVpPTzVYdWhLNzBPSTRrT0xRYU00NWkxQzJWb0dCZ1FRR0JnTGc2K3RMClZGUVVPM2Z1SkNjbng2 | |
|
|
272 | RDkyRmM0MzFoSTFlY1EydWFOOXJtUXFyNGtGZHd4SEdKRmJ3eHprTkZRR1pCSG9YOGRyZUpzMldZ | |
|
|
273 | Y08zYU0KQXdjT2tKS1NZdkMyZGhQT1hzT0hFQkY1Q2VmR3pXSnU1YTU0K01Qa0lBZ1F2VEhNb2Rs | |
|
|
274 | cE1NV2hnem52SkVMWmtxUlBhLy8rL0o4Zwp2K0ttT3pyNFVGbFRVOE85OTk3THE2Kytpb3VMaThH | |
|
|
275 | dmIvUGhmSDBoVlVleGtLcStCc1REbU5QZ3VFZnBTbXllTERsd0lTQ1BJdjlhCldpVVJ6TllpTytE | |
|
|
276 | NjF3MXoyd25uYTlldWNkZGRkM0gvL2ZjemNlTEVicjJPellheldFalZRSklFb3pJaHJrRDA0VEdE | |
|
|
277 | WnFkb2RvY08KK0htSktNR1d5TExNakJremlJNk81b2tubnVqd09WMlJaSDJlcFRCSmt0QjM4a20x | |
|
|
278 | dXpzaDQrSUpVbTFITFl1WmlmVGk1Z08vQ29YQQpFcVVyc1hteXBPT253UEhzOEt0RkZtMzVKakZS | |
|
|
279 | V3FkWCtIVkdraVRrRHBvMWJudnVSN2VHN2ViTm04bk16Q1EyTmhaSnV2NUxmdUdGCkYyaHNiT1N4 | |
|
|
280 | eHg2anNySVNEdzhQRWhJU1dMTm1UY2Y3dFpWd2xqUWFBc2NPSmRSalB3NHRZZ1ZodmZXTGhiSG53 | |
|
|
281 | ZW1DMHBYWXZHdk8KY2V3Szdmdnp0SjZDcVNnZHpzWmlFODBhM3RtcFJJU2Z4Nmxwa3hodWJZaVJX | |
|
|
282 | WkN3RVZRVy8vNXMxV1RKa1IrREpyREQ5d3BJSXBnRgovVmgxT0x2R1JkRTdVY0s5UVN5a2FoQlhi | |
|
|
283 | L2hWQkFTSlFTV21kczBsa1IyaDRWVHF4QVUvd1RCV0djNjZzRkFpY25yaDA3aGR6SzFzCnFMN1JN | |
|
|
284 | TzRDT0hjOWZGVG9QbGx5NG56UWVIYjZWb04wVmVseUJDdGtWZUdzOGZJa1pHd3NRZkpXVkUybnhl | |
|
|
285 | QUlRK1ZrUXRKbVVJdlIKTjZaMHpXVUlSYUdoWE5SZFFmeVJDdDFsTmVFY1BEbVRVSmNTTkdJaFZj | |
|
|
286 | TzVlTUxrU09nbGpwMHB5U29YemdhTlpiZVBPRnNXZXM1cQp3cm0zbzFoSXRWdDZENGJ4VmVDeVUr | |
|
|
287 | bEtiRnFUYXdxRm9jRmMxb3F6WmNFNHJDYWNoVzdJeW9Ua0xhQVc3MnFtSXF2Y09CTThobUx2Cktw | |
|
|
288 | RHFsQzdIcm1tSm80QTRZSjNTcFJpRkNHZGI1T1FPa3dkQ3FHakdNS1ZHdHpRS1F3S28wbFlqenBh | |
|
|
289 | Vm8yTXcyMGlpQ0dlbFN6RXEKRWM2Mkpud2dUS2dGMXlLbEs3Rlpzc3FEVTczdVlJL1haWkRxbFM3 | |
|
|
290 | SGJqa1N5VTVTMll5cjBxV1loQWhuVzVLUkFhbmJRUzNXMkRLVgpCcmQwdG9mNmNNV2hDbkcyckF4 | |
|
|
291 | SEl0akhVTDdERFZ2K0hZaHd0Z1dPcmpBcEdzTEZLdUdtSXFzOU9SazhtcjFlbHhHZDY1V2hJNFFq | |
|
|
292 | CkRHTU5udGh5S044Z3d0bmFoZlNIT3h2QWJidlNsZGlzQnZjTXRvVjRVU1BPbGhXaEk0QnlNdmdL | |
|
|
293 | TDFydGFNcEVFYzdXYk5od0dGb0UKR2pGMjNSUmt0VGRsdlVheTMxT2NMU3RCaXcvbnlPUUxmR214 | |
|
|
294 | bzFDK1FZU3pOZEk1dzhRNDZLM3ZSS3FDb2VvOXN0ald5NTFhY2JacwpkZzU0VUVrVy95YUFSanNN | |
|
|
295 | NVJ0RU9GdWI0RWlZMkF6dTI1U3V4Q2JKR2wrTzk4cmxvR2NWWXVrYzg5TGdTaldaL0p0ZVhMWGpV | |
|
|
296 | TDVCCmhMTzFjSFNGM0VRWXZCWFVZaEZFVTZqenpHVmJMeGV1YXFxVUxzV3VxSEdpaml5V0U4SVYx | |
|
|
297 | RXFYWXpGRU9GdUR0SFJJT1F4T1lsQ0oKS2NnYWY0NkZaRlBxSWM2V3pVbUZqaWFHOHhtOXFSU2hm | |
|
|
298 | QnNSenBhc2R4U01iQVh2TFVwWFlyT3VlbzFnVzdBVGRlSnMyV3drTkxTUwp6aGRFY2w1RVVJZU0z | |
|
|
299 | ckF6ZmZwMEFnSUNpSW1KYWJ1dnBxYUdpUk1uRWhZV3hxUkprNml0dmI0YVJIbDVPVTVPVGlRa0pK | |
|
|
300 | Q1FrTUNzCldiT01YWTUxOGd5QWU0YkIzUWZBdTFUcGFteVNyQW5rY01ROWZCZW1wazcwZGpFTENS | |
|
|
301 | VXEwdm1HQjFqSVFCSE1YVEI2T0QvMDBFT3MKWGJ2Mmx2dmVmdnR0d3NMQ09IcjBLQ0VoSVN4WXNL | |
|
|
302 | RHRzY2pJU0lxTGl5a3VMdWF0dDk0eWRqbldSYU85dm5UVTlCcm92VlYwRWpDUgpXcTlSckIrUXhH | |
|
|
303 | RVBjYlpzSGhJYVVsblBiM2lMYUU3aW9IUkJKdFhlQ2VyQmd3ZVpNR0VDOGZIeDVPWGxVVnJhOVVt | |
|
|
304 | WDBjTTVJeU1ECkx5K3ZXKzRyS2lwaXhvd1o2SFE2cGsrZlRtRmhvYkZmMXZyRnBjREQvcEJVQUE1 | |
|
|
305 | aWRqTlRhSFVJcHJUM3ZYd2ZKdEdnRVVQY3pjR0IKSkRieUc5NGtubU5vbFM3SExObzdRWDMrK2Vk | |
|
|
306 | NTRJRUhLQ2twNGRlLy9qWFBQLzk4bC9zeHkrZUtIVHQyTUhEZ1FBQUdEaHhJVWRGLwpKdVVwS3lz | |
|
|
307 | alBqNmUxTlJVWnMyYVJWeGNuRGxLc2h6QmZXR1VHd1NLaVlwTXFjYjdEcllGYTJoUWk1WFp6VUZI | |
|
|
308 | REFVa1VvS2owcVdZClhVWkdCdVhsNWJmYzUrSGh3Y1dMRjJsdGJlWGl4WXUzbmNDMnh5emgzTkd5 | |
|
|
309 | NGNIQndadytmUm92THkvV3JGbkQvZmZmejk2OWU5dDkKN3B4OS8vaysyeCt5QTB4UnFabU56b0k0 | |
|
|
310 | c2ZxMUtiVnF3eWdOU2VPNFd4VWd6cFpOelpGSXRwRkdJUzVtZTgyTCtmdTVsSC9BK0R2Vwp0WDkz | |
|
|
311 | L28vWHZ3enhqMy84ZzVTVUZQNzBwejhSSEJ4OHl3bHFSOHdTenNuSnlaU1dscEtRa0VCcGFTbkp5 | |
|
|
312 | Y2tBYUxWYXROcnJIM1hHCmpoM0xjODg5eDdGang0aU1qTHh0SDNOaWJydkx1dVZtUW9KWS9kcFVa | |
|
|
313 | RFJjOGg5UFlVQVR6U3JSdG14cU92dzVTamJmS0RBcGtVOTIKTkQ3WjBXMjNqODM5eERnN2ZxTDl1 | |
|
|
314 | N04vL3JwaGJuelh1NW8rZlRxUFBmWVlEei84TVBQbnoyZkdqQmw4OGtubmRacGxHRTVxYWlwTAps | |
|
|
315 | aXlodnI2ZUpVdVdrSmFXQmtCbFpTVXRMZGRYNmRpOWV6ZjE5Zlh0QnJQTlNVdUhJYUxQc3FsY2M0 | |
|
|
316 | NW5SLytKYkFtcXAxa2xWb0V4CkpRMHUxRENCdDVuSU4zZ2hybUszYi9QbXpVeWZQaDJOUnNPTUdU | |
|
|
317 | UFl1TEhyLzMramgvTzBhZE1ZTm13WVI0NGNJVFEwbEtWTGx6SnoKNWt4T25UckZnQUVET0h2MkxJ | |
|
|
318 | ODg4Z2dBR3pkdUpDNHVqdmo0ZUY1NDRRVVdMbHhvN0hJc1Qxd0taSWllR0tZZ3F6dzRIWElQYXlM | |
|
|
319 | OQorTkdwUnVseWJKcUVHcGxzVmpDTkQrbEZreGh1M2FtY25CeFdyVm9Gd01xVkt4azFhbFNYMjBo | |
|
|
320 | eVJ3M0NGa1NTSk9ScFNsZGhCUDNpCjRNNVNNWXVjQ2RSNTVsQVk3RXFOZ3hqaFoycGFFbGxESEVj | |
|
|
321 | dHRQZkZHdW11RHE5ejZVdVNKT1FTUFo4YmYrdDF0V25UcGxGUVVFQmwKWlNVQkFRRTgvL3p6cEtT | |
|
|
322 | azhOZS8vcFdEQnc4U0hSM04vL3QvLzYrdGswU0greFhoYkNhaEEyREtXZERXS2wySlRXblZobks0 | |
|
|
323 | MXpDTwp1b3RlR0tibVNCK0tHTXBXQzE4V1N1bHdOaFl4Uk1jYy9NUGdWNVVpbUkzc3NsOGVoUUhO | |
|
|
324 | TkludWNTYWx4WWR5Y2xpRk42STl6bnhFCk9KdWFad0RjMHdLT0Y1V3V4R2JJS25lT2hJMFJJL3hN | |
|
|
325 | VEkwVE5XVHpMaUUwaURabHN4UGhiRXJPSGpEVkZWeU9LMTJKeldoeDdNLzIKaUdndTZrUXdtNDRL | |
|
|
326 | aVhRK1pRQVZZclk0eFlod05oV3RFMHdMQVE4VGRJNjNVM1dldVd3TTBkR2tGczFEcHFJbGx2VWtV | |
|
|
327 | dHJSQ0F6QgpiRVE0bTRKS0RmY09CdDlkU2xkaUUyUTBuQStleEU3ZmFwQkV2MlZUMEJGR0NjTXB3 | |
|
|
328 | RTNwVW9TZmlYQTJoU2twRUN5V2tUSUdXUlBBCjN2Qk1UcnBXSXk1R0daOERYcHdsaHkveHNhdVZy | |
|
|
329 | YTJCQ0dkanV6TURlbTlTdWdxYmNNMGxrYzNoSWRRNFZDdGRpczFSb2FPZWJENGcKVEt6WFo2RkVP | |
|
|
330 | QnZUeUV3WUpJWmxHME9WNzNnMkIxK2pWV3BRdWhRYkk2RW1qUzhaekZueDcyL1J4Ry9IV0lZTmgw | |
|
|
331 | UVJ6RDBscTV3cApDNW5BZmkvUkc4UFlkQXptQjVMWmE0ZlRlRm9qRWM3R2tKQUs2WnRGazJnUHRX | |
|
|
332 | b2oyQm1SeEk5T0lwaU5TVWN2OXBQSmQ3Z2gva2l0Cmh3am5uaG9ZRHlOMm1XbCtQOXZWNEQ2Y2pX | |
|
|
333 | RWVOS2pGaEVYRzRvQUhQNUhENS9qUkl2NUFyWTRJNTU0SUh3VGpqb0M2V2VsS3JKYU0KeElYQXlX | |
|
|
334 | ejNyd0ZKVEladkRDb2NhQ1NMNVVSd1JRd2lzVm9pbkxzck1BSW0vU2pXKytzQldlMUZhZGdvanJs | |
|
|
335 | WElUNXVHNGVHVkw0aQp5dVlYVWJVSElweTd3eXNRcGpTQ281aHdwN3VhbmFMWUZ0R1B5MXJSdm13 | |
|
|
336 | TU92cXptVlIyNGF4MEtZS1JpSEEybEtzWFRIVUNsektsCks3RmF0VjZqMlJpaW9sa2xQblgwbEFa | |
|
|
337 | WHpqS2FML0JGZlBxd0xTS2NEYUZ6aHFsQjRINVE2VXFza2l4cE9kMXJJaVhlVlNDMUtsMk8KMWRP | |
|
|
338 | UXdzZkVjRUg4RzlzazhWdlZsOW9CN2gwQVBzVktWMktWV2gxNnNTZGlHS2VkeFREc250TGl4MzVH | |
|
|
339 | OGIyWUI4T21pWERXaHlUQgpsQ1FJMnE1MEpWYXB5VFdaVGVHQlhOV0lZZGc5bzZLRmJQNUZYekhr | |
|
|
340 | Mmc2STM3QStKZzZIQ0JITTNYSEovMDYrN2VQRlZZMVkyNjhuCkhPbk5OdTVqTWYxRU1GdTQ2ZE9u | |
|
|
341 | RXhBUVFFeE1UTnQ5YytiTUlTUWtoSVNFQkJJU0VsaTdkbTJYK3hHLzVhN2NrUVVEeEVSR2hwSlYK | |
|
|
342 | Ymh3TnY1Zk5RUTNJb2hXajIxVG9xQ0dQZVl4a0QwNUtseVBvNGFHSEhyb3RmQ1ZKNHFtbm5xSzR1 | |
|
|
343 | SmppNG1MR2pCblQ1WDVFczBabgpNaklncmtEcEtxeE9peTZTb29oWUxvaXVoajJpSTRhVkpGTXUr | |
|
|
344 | aXhibFl5TURNckx5Mis3MzlCRllNV1pjMGVTaHNMUVRlTGFsWUhxClBMSlozNjhmRnh6RmFpWGQ1 | |
|
|
345 | WUFIWjdpYjF4a3FndG1HekpzM2o3UzBORjU2NlNWcWFycWVwa0NjT2JkbmNDTGtGSWxnTm9DTW1o | |
|
|
346 | K0QKSnJIRDc0cFlyYVFIVktUeklZTzRKSVpkSys2cXR2MEJQWnVLV3RpMDQrYXVvRjFQT3pCejVr | |
|
|
347 | eis1My8raHl0WHJ2RHNzOCt5Y09GQwpubm5tbVU2MzZUS2NHeHNiK2ZMTEw5bTRjU1B6NTgvbjZO | |
|
|
348 | R2pIRDU4bUFrVEpuUlprRlhxSFFWalMwRXRBa1pmc3NhUC9lRTVsTG1LCllkamRwU09ZbmVTeUJS | |
|
|
349 | ZWxTeEYrOXQyZzRlMC9NQWhTZjNQVDdmbnJ1dHlYdjc4L0FCNGVIano2NktQTW1qV3I1K0g4bDcv | |
|
|
350 | OEJWbVcKeWMvUEJ5QTRPSmdwVTZiWVpqZ0g5WUdKWjBCVHIzUWxWdU9hY3h4Ynd5T29Gc093dTBW | |
|
|
351 | Q1F5TzVMQ1djUnRIS2FMUE9uejlQVUZBUQp6YzNOTEYrK25ISGp4blc1VFpmaC9NTVBQMUJZV01p | |
|
|
352 | NmRkZmZIVnhjWEF4dTJMWUtQcjFneWxYUWliNjQrcnJpTTQ2TndTMjBxc1NiCldYYzQwcDl2R1Na | |
|
|
353 | V3VyWXgwNlpObzZDZ2dNcktTa0pEUTVrN2R5NzUrZm1VbEpTZzFXckp6TXhrNXN5WlhlNm55M0Fl | |
|
|
354 | TUdBQTFkWC8KQ2F6dDI3ZVRrSkRRcytvdGpac1AzS01CNTdOS1YySVZaTW1Sa3lGM3N0ZGJuQzEz | |
|
|
355 | aHhwbkxqQ2FUL0JITkFQWm5vOCsrdWkyKzZaUApuMjd3ZnJvTTU4Y2VlNHhKa3laeDVzd1pjbkp5 | |
|
|
356 | K09tbm4vamdndzhNZmlHTDVlZ0swM3pCL2JEU2xWaUZWbTA0dXlPR2NFNnNWdEl0CkRpVHhiK0xG | |
|
|
357 | K24xQ2w3cjhDMGxPVHVhSEgzNWcxNjVkdExhMmtweWNiSTY2ekVPamhhbDl3V3VQMHBWWWhRYTNZ | |
|
|
358 | V3dNODZKQkkxWXIKTVpRV0h3NHppbS94VUxvVXdVcDBlUVhpMy8vK04xVlZWU1FsSlpHY25FeFZW | |
|
|
359 | UlZmZnZtbE9Xb3pMVW1DZXhJZ1FBUnpWMlFrTGdSTQpabDF2RnhvMFlyVVN3MGhBRnUveUt4SE1n | |
|
|
360 | a0c2RE9lNWMrZmk2ZW5aZHR2VDA1TTVjK2FZc2liem1Kd09vWVZLVjJIeFpMVW5oM3ZmCnpiYkFx | |
|
|
361 | OWZmMEFTOTZRaGxGL2V4Z0lGY0VUMHh6Q0tnMVhabTZ1dXlXY1BSMFpHNnVqcWNuYTkzeUs2cnEw | |
|
|
362 | T3R0dklPOG1Nem9kOUcKcGF1d2VDMk9nOWdlTVlDTE90RytiQWdWRHRReWluZm9SYk1JWmJOd2wz | |
|
|
363 | V29LZ2J6d2VGd3BVc3htaTdEK2U2NzcyYm16Sm5NbkRrVApXWlpac0dBQlU2ZE9OVWR0cHBHVkNU | |
|
|
364 | RWltTHR5MVdza0JTRU9ZclVTQStrWXpHcFNPWVpXNlZMc2dsWlc0WGVsSDUrVzlxZTZ5YmFHCnVu | |
|
|
365 | Y1p6ck5temVLVFR6N2hyMy85SzdJc00yWEtGT3NONStSaGtMcFI5RjdxaEN3NWNEWjRJcnQ5cXNV | |
|
|
366 | d2JBTm9jT01Nby9rU0g4UWYKbUhtRTE0Znk3YUVveW1wc2M5MUVTYmFDRVNXU0pDRlA2K0ZPb29m | |
|
|
367 | QW1OMmdGc3NqZFVUV0JMSW5Jb05UTG1JZ2ppRTBwUEl4MFdLNQpLRE1KYmZhbDVGZ01SUlZlN1Q4 | |
|
|
368 | aFMrcnhRRGxKa2xncGo5YnJ1Uk9sZFNZWm1OZmhYOVBzMmJONS9mWFh5Y3ZMdSsweFNaSll0V3FW | |
|
|
369 | CjBZc3htYjdSY01jK0VjeWR1T1l5aEUzaFFkUTZpR0RXbHc1LzlqQ1NmTEZjbEZuNHRicHk2VXcw | |
|
|
370 | aThxRHNJZFBKeDJHOHdNUFBBREEKTTg4OGM5dTdnbVJOVisxN1JVTGVLUkFyY1hUb3NsOGVtNE1h | |
|
|
371 | a1NWeGpQUWhvYUtaSE42aGoxaVZ4QXhjWlMyNnlvRjhkTGdQMTFydAo1M2gzR001SlNVazBOemV6 | |
|
|
372 | YU5FaVB2endRM1BXWkR5K0lYQlhOZWl1S0YySlJaSlZMaHdQSGM5QlQ5RWJRMStPOU9FSE10aURv | |
|
|
373 | OUtsCjJEeU5yQ0tvcGkrZkhSekFwU2I3dThEYWFTT1pScU9odkx5Y0N4Y3U0T2ZuWjY2YWpNUGRG | |
|
|
374 | KzZWd09tQzBwVllwRlpkSDRvaTRxbHcKRk1Hc0R6V09YR0lVaXdta1Jad3RtMXg0UXkrK094VE5W | |
|
|
375 | MWZzZHdyVkxxOWdSRVZGa1pHUndZUUpFd2dLQ2dMK3N4Nld4WEp5aDZuZQo0SHBFNlVvc1VyMUhK | |
|
|
376 | aHREWFdsVWk5Vks5S0VsbHBVTTRhUllsY1RrZWpWN1Uzb2loZ1UvK2loZGl1SzZET2ZnNEdDbVRw | |
|
|
377 | MktKRW5VCjFsckJQN09ERHFhRmc5YytwU3V4T0RJcWZncWFSSkZmRFVqTlNwZGo4Unp3NUFTaldZ | |
|
|
378 | MG45bkFCU2trK3JjN1Vub3ZtblJPOUVNZjYKdWs3RCtmTGx5NlNscFpHWm1kazJRdENpU1NxNEp4 | |
|
|
379 | YjhkaWhkaWNXUjFUNGNEQi9CY1RleFdvaytKSWF6aklGY0ZzdEZtWlN6N0lEcgpwUUY4WE5xWGhs | |
|
|
380 | WnhyRy9XWWVQWjRzV0xpWTJOWmY3OCtmVHYzOTg2Smp2NjFWQUlFY0g4UzgxT01XenFQL3puWUJZ | |
|
|
381 | Nm95T1lQZHpICjIwU0pZRFlodFN3UlZ0dUhUVHRHODk2Qi9pS1kyOUhobWZONzc3M0huajE3OFBi | |
|
|
382 | MjVzU0pFOHllUFp0Smt5YVpzemJEak0rRVNERXMKKzVkcWZNYXdNVmltUmF4VzBpa0pEUTJNWUNs | |
|
|
383 | aFlya29Fd3R2REdMamtXaSt2aXo2aDNlbXczQytldlVxM3Q3ZUFQVHAwNGV6WnkxNApsWkNjVEln | |
|
|
384 | alJ3UVZBQUFnQUVsRVFWUVd3WHd6V2RKeEttUWllOFJxSlYzUzBaOTFZcmtva3d0cThlUkVXUXdM | |
|
|
385 | emxsWnp5K0ZkQmpPCkowNmN1R1YwNE0yM0xXcUVZRm82Skl0Z3ZsbXJRd2pGRVdtY2RSYkIzQmsx | |
|
|
386 | emxRd21rL0ZjbEVtNVNrNzBudytpaVhId2hESFdYOGQKaHZQS2xTdHZ1ZjMwMDArM2ZkL1pDTUhw | |
|
|
387 | MDZlemV2VnEvUDM5MmJmdmVvK0ptcG9hN3J2dlBvcUxpMGxNVEdUWnNtVzR1cm9DOE1ZYgpiekJ2 | |
|
|
388 | M2p3Y0hCeFl0R2dSdzRkM3NCeDVlMkpUSUdPcitIM2ZwTkV0alUxaHZ0UnB4TUNiempnd2hNK0k0 | |
|
|
389 | N3lZRDhOa2RMSWE3OHNECldIRW9rcnBtK3puTzdXWGdzODgreTlkZmY0MlRreE9abVptOCtPS0xP | |
|
|
390 | RGs1ZGJvZm8wOTh0R25USmx4ZFhYbmdnUWZhQ252NTVaYzUKZmZvMHI3enlDazgvL1RRUkVSRTg4 | |
|
|
391 | OHd6VkZSVWtKbVp5YnAxNnlncksrUEpKNTlrOSs3ZHR4Zlozc1JIL2VMZ3psTFFOQm16Zkt0Vwo2 | |
|
|
392 | VCtKcllGMTRzMnFFMXA4S0dVVTY4V3FKQ2Fqa2lHMFBvSlZCd2R6cms2QmtaUUtUM3pVWGdhdVg3 | |
|
|
393 | K2VFU05HQVBEd3d3K1RscGJHCmpCa3pPdDJ2MGE5OFpHUms0T1YxNjJ4UlJVVkZ6Smd4QTUxT3gv | |
|
|
394 | VHAweWtzdkw0Q1NXRmhJV1BHakNFc0xJeXNyQ3hrV2FhbVJvLzEKNlVMN3c0VGpJcGgvSnF2Y09S | |
|
|
395 | eHhEMXVEUkRCM1RFSW1teVZNRnNGc1F1Rk5BWnc1TUlJRk94T1ZDV1lMMEY0R2pobzFDcFZLaFVx | |
|
|
396 | bAo0bzQ3N3FDZ29LREwvWmpsczhhT0hUc1lPSEFnQUFNSERxU29xQWk0SHM2REJnMXFlOTZBQVFN | |
|
|
397 | b0tpcHFlNGRwbDM4WS9Pb2lhSzFnClFJd1p0RGoyWjN0RXRGaXRwQk02d3RsTUpydXdncjc2Vmlx | |
|
|
398 | Z3haMnpKMk5ZY0NaQTZWSXMzdUxGaS9udGIzL2I1ZlAwRHVlR2hnWWMKSGJ2M1RtaklSNHlPMnJQ | |
|
|
399 | bjdBTTBEdUJZVGZiK2FyS0hkS3NVbTlMZ1BwejhNRGVheEREc0RxaG9aQ1NMQ1JmellaaUlzK3lB | |
|
|
400 | N2tJVQo3eDNxamF6VXg3YmlmQ2pKTi9wdWZ5S28zZnNQNS8vSWtmd2ZBVEMwOGVUNTU1L0h6YzJO | |
|
|
401 | dSsrK3U4dm5kaG5PSlNVbFBQZmNjeHc4CmVKQ3lzakpLU2twWXRHZ1JiNzMxbHQ0RkpTY25VMXBh | |
|
|
402 | U2tKQ0FxV2xwU1FuSndPUW1wcktoZzBiMnA1MzZOQ2h0c2QrYVU0TWNIY0sKOU5taTkrdmFzbXJm | |
|
|
403 | Y1JRRU40dlZTanFneFpjaXhyQWQrNTA0eDlUQzY4TDU4a0FVUDlZcjNIeVJrSDM5NjRaMzV4cGx0 | |
|
|
404 | MTl3Wi9zUApaUC84ZGNQY3UvVGEzN3Z2dnN1MzMzN0xkOTk5cDlmenV6eWQrTnZmL3NaTEw3M1V0 | |
|
|
405 | Z0ozZkh5OFh1MGxOMHROVFdYSmtpWFUxOWV6ClpNa1MwdExTQUVoSlNlSGJiNy9sMUtsVDVPZm5v | |
|
|
406 | MUtwY0hQcm9HTjYwbERvTFlKWlJ1Sjg4RjBVQkY4VDdjc2RjR0FJSHpCSkJMT0oKQkxhNFUzczBr | |
|
|
407 | d1U3azVRUFppdXhkdTFhL3ZHUGY3QnExU3E5V3lDNlBITStkKzRjMGRIUmJiY2JHeHM3bldkajJy | |
|
|
408 | UnBGQlFVY1BIaQpSVUpEUTNuKytlZVpPWE1tOTkxM0h3TUdEQ0F4TVpHWFhub0pnSUNBQUdiT25F | |
|
|
409 | bHViaTVhclphRkN4ZDJYRWptZmhGR1FIbllQZXp6CnVvdzRHTGRUNDhnNXh2T0ZXTWZQSkJ4bERX | |
|
|
410 | NFhCL0grd2I2aW1hZ1ROekt3c3JLUzBOQlE1czZkeTRzdnZraFRVeE1qUjQ0RVlPalEKb1YyMlBu | |
|
|
411 | VFpsVzd1M0xuRXg4Y3paODRjVnE1Y3lieDU4L0R3OE9DLy8vdS9qZmZUZEVHU0pPUVNzNzJjeGJv | |
|
|
412 | UU1KbHRnVmVWTHNNaQpPZEtIMVdSeFZLeDZiUkxoRFNGOGZTQ0dNMWM3NzV0ckVZelVsVzZzL0xs | |
|
|
413 | ZXoxMGozV1dTTlFTN2ZQdWJQWHMyeGNYRnRMUzBNSGJzCldEdzlQWG5zc2NlTVhvalF1VHJQSExZ | |
|
|
414 | RmlBdC83V2xoQlBNWklZTFpCUHhiWFdrNlBwd0ZSU25XRWN3MnBNc3o1elZyMWpCMjdOaGIKN2x1 | |
|
|
415 | d1lBR1BQUEtJU1F1N21iMmZPVGM3UmJNdU1wUm1sYmo0ZHpNSHZOakxXQXJFQXF0R3A1WFZlRjhl | |
|
|
416 | eUxLRC9heHYzVDU3T1hQKwozLy85MzF1dUxyNzg4c3ZXTVgyb2paQTFBV3p1M1VjRTh5ODQwb2RQ | |
|
|
417 | K1pVSVpoTUlid3hpWDhrb2x1NGZZSDNCYkVPNnZDQzRhdFVxCkpreVlnRmFyWmUzYXRSdzZkTWh5 | |
|
|
418 | SmoyeWNiTGtTSEh2REs0NGlIa3licVlsbnNVa2k1V3ZqY3luMVlXTHAySlpjS3I5L3IyQ2VYVVoK | |
|
|
419 | enI2K3ZxeGF0WW9SSTBZd1pNZ1FQdnZzczA0blBoS001MFRZUk00NFgxYTZEQXVUeFp2MHAxVUVz | |
|
|
420 | OUU0eUNyOHF3Znc0WUgrMUxlSQpTZTh0UllmaDdPcnFla3NJTnpVMVVWWlcxaGJPVjY2SXN6bFRx | |
|
|
421 | Z3lZeEFGUEVjdzNxMkVDSHhLTTZDWm5QR0ZOQWVTWHhyR3EybFhwClVvUmY2RENjcldJeFZ4dFY3 | |
|
|
422 | NUhGMW9DcmlCQzZUb1VEWlV4bURWNWRQMW5RaTVmc1JPM3BXQmFXaXpjN1M5VmhPQjg2ZElpQkF3 | |
|
|
423 | ZTIKTzRVblFHSmlvc21Lc21mTlRsSDhFT1lzaG1YL1RJTWJPNWhFb1ppMHlDalVza1JRVFQ4KzJq | |
|
|
424 | K1FXanVhWTlrYWRmamIrZWMvLzhuaQp4WXQ1NnFtbjJtMWovdUdISDB4YW1EMlNOUUZzaVlpa1dh | |
|
|
425 | ejNCNENPUUZZemxtT2kvN0pSaEY3elpkdWhlTDYrN0s1MEtZSWVPdTNuCjNOcmF5clp0MjBoUFR6 | |
|
|
426 | ZG5UYmV4aDM3T3N1UklTV1FlcDUycmxTN0ZJamdTeVlka2MwR3NnTjFqN3JLTzVuT3hmSDQ4Qkx0 | |
|
|
427 | b3dyQ1IKZnM2ZGZxNVJxVlE4K3VpamxKVFllREphZ0xMUU96a3QxdndEd0lFa0ZwQklnK2lSMFNN | |
|
|
428 | cUdVSnErL0x4Z2NGVU5Ua29YWTVnb0M3LwordlB5OG5qampUZEU3d3dUcXZTZnlINHZFY3dBcmVR | |
|
|
429 | d1h3UnpqL1ZxOXViSDBsd1dGc2VKWUxaU1hRN2ZkblYxcGE2dURwVksxYllnCm9ibTcwdGx5czBh | |
|
|
430 | OVJ5YnJ3M1ZnOTMzSEphcklZMFVIRTV3TCtuR1Z0YWgrak9iam8rSFlSUk5HZSt5aFdRTkVsenBU | |
|
|
431 | YW5ZY1JFR28KaTkzM3pGQ2g0emlUK1ZhczdkZHRrZ3hoZFJGOGZpQ0tDdzA2cGNzUmpLREx6NDd0 | |
|
|
432 | cmVmWDZScC9nbDVralQ5YmV2ZW5TVzNmd2V5QQpCNFhjSTRLNUIzeGJYYWc2a3MyQ1hZa2ltRzFJ | |
|
|
433 | aDJmTzlmWDExTlhWY2VIQ0JTNWR1dFIyZjBWRmhYNHJaQXNka2lVZEpSRlpWR3Z0CnUyZUdqbUJX | |
|
|
434 | Y1FkbG9xdGN0MFhVaC9GaFNSeFhyb2wyWlZ2VFlUZ3ZYTGlRMTE5L25YUG56cEdVbE5SMmYzaDRP | |
|
|
435 | RTg4OFlSWmlyTlYKNWFHVE9PMWkzME96ZFF6Z0F6SzRKTHJLZFl1VHJFRTZGOC9ieDhPVUxrVXdr | |
|
|
436 | UzR2Q0w3eHhoczgvdmpqNXFxblhiWjBRZkNpLzBTMgpCTm4zSUJNTnlTd21ua2JSSTZOYmVqVjdz | |
|
|
437 | ZkZBTWtmRWZCanRzNUVMZ2gzK2QrellzWVB6NTgrM0JmTTMzM3pEL2ZmZno5dHZ2MDFkClhaM1JD | |
|
|
438 | N0VIRGU0WmJBbTA3MlBYekFqZUpFRUVjemRJTW9SVTkrZmRiVmtpbU8xQWgvOGh2Ly85NzlGcXI3 | |
|
|
439 | Y0ZIanQyakljZWVvZ1IKSTBhd1o4OGUvdnpuUDV1dFFGdlI0amlJL0RCWE8rNHlwK0lpazNpSFNP | |
|
|
440 | eTJpMWNQZU1pT05KNFl6dUk5MFRUTDRvM04waTFmdnB5cwpyQ3lpb3FKNDU1MTN1cldQRHR1Y1cx | |
|
|
441 | cGE4UEh4QWE0M2JUejQ0SU04K09DRDNIZmZmWW9QNTdZMnNzYnY1NTRaOXRtY29jYVJRMHptCk84 | |
|
|
442 | U2NEdDBSM2hUSUZ5VkovQ1I2WWxpRjZ1cHE1czZkeS9idDIzRndjQ0EzTjVlNzc3NGJEdy9EZWlS | |
|
|
443 | MStCYnM1ZVhWMW55eGN1VksKcGt5WkFvQkdveEY5bncwZ1MxcjJSR1JUcGJYUFlIYkFpeTNjSzRL | |
|
|
444 | NUd4eGtGVDRYNGxpd2ZhZ0laaXV5ZGV0V0VoTVQ4Zkx5d3RYVgpsWnljSExadDIyYndmam84Yzc3 | |
|
|
445 | dnZ2dElTMHZEMzkrZnZuMzdrcHljRE1EUm8wZng5UFRzZnVWMjVtVElKRTY1Mk9mUWJCMGhmTWxv | |
|
|
446 | ClRpSzZlUm5LdjlXTnZhVXBGRjhVL2IrdFRXWm1Kbi80d3g4b0t5dkQwZEdSYjc3NUJwMU94NWd4 | |
|
|
447 | WXd6YVQ0ZmgvTHZmL1k3eDQ4ZHoKNU1nUnNyS3kydTZYWlpsNTgrWjF2M0k3Y3NuL1R2WjYyMnN3 | |
|
|
448 | RCtKZDBxa1dYZVVNRm40MWd2ZjN4RkluNWx0VzFJOFZvZTNlWDdObApGN1ZiMjUvbkhzREZ4WVhY | |
|
|
449 | WG51TlJ4OTlsT3JxYW1KaVluQjBkRFQ0OWJ2c1NtY0pyTEVyWFlQN2NOWkZPTm5sQlVBMXFTd21s | |
|
|
450 | aWJSCkk4TWd6cklEMTA0bnNxcThsOUtsV0RjamRhV2pRTTk5ZFBGNlU2ZE81WTkvL0tQQkM1U0l0 | |
|
|
451 | MllUYUhFY1FINllPMGpOU3BkaWRrMk0KWmdrUmlCNFpoZ2xwOW1IRHZtVEthc1NLTDdhZ29xSUNm | |
|
|
452 | MzkvTm16WXdMNTkrN3ExY3BRSVp5T1ROYjVzN1QySUpyVjk5V2VXVVBFVAprL2czZmtxWFlsVlVN | |
|
|
453 | Z1JXRFdMSnZnRzBpRThhTm1QS2xDbFVWRlRnNXViRzBxVkx1N1VQRWM1R0pFc083QTNQNGJLZHpa | |
|
|
454 | bWh4b2tEClRDWWZONlZMc1NyZXNoT25qaVd6K3J5djBxVUlSclp4NDhZZTcwT0VzeEdkREpuTVNW | |
|
|
455 | Zjd1Z0NveFljZm1NQStETC9nWWMvQ0czdngKU1hFQ2w1ckVwRTlDKzBRNEc4bGx2enk3NjVtaEk0 | |
|
|
456 | elBHY2taMFZWT2IxcFpqZE5Qc1N3NEVvRm9seGM2SThMWkNCcmMwOWtVMUtoMApHV2FsSTVxbHBI | |
|
|
457 | RkZkSlhUVzJDTEJ6c09Kck5mckg0dDZFR0VjdysxT1BhbklNekRybnBtcUJqR20wU0pDMWdHQ0t2 | |
|
|
458 | cHkzdDdvbWxvCkZXOW1nbjVFT1BlQXJQWmhhMFFVamVxclNwZGlOdldNNFQzQ0VCL0o5ZU1tYTZr | |
|
|
459 | NW1jVENVMkp0Uk1Fd0lweTdTWlljMkJjeGdzczYKKzJobmxsQnpqa21zUlBRczBGZllOWCsrM3BQ | |
|
|
460 | RTJUb25wVXV4Q3hJd3ZBRTJLVjJJa1lodzdxWlRJWk1wdDVPZUdScGNLR0VTbXhGegpDT3RETFV2 | |
|
|
461 | NFhvcGk0WUYraUU4WTVoR2xnZWF2WUZPaDBwVVlqd2puYnJqc040RTlkdEl6UTRzdjY1bEFLV0pX | |
|
|
462 | TkgzNHRycHc1RWdLClgxZDRLVjJLWGZCV3crQ2pzUGtEd09Jbm9qQ01DR2NETmJnTlkxTlFrOUps | |
|
|
463 | bUlVakVYek1DTTZMUHhPOWhOZUhzVndzdG1vV0VqQzgKRWZZc2hzMlZTbGRqR3VLL3pnQXR1bjRV | |
|
|
464 | aEh2YVJjOE1MYkVzSnBXcm9rZEdseHhsRGFyejhTdzRKaFpiTllmQkdtaXhzU2FNOW9odwoxcE9z | |
|
|
465 | OW1aNzd5Z2E3V0RPRElrTTVqTlFkSlhUZzFoczFYeTgxVERvR0d4NUg1dHJ3bWlQQ0djOXlHallI | |
|
|
466 | ekdTaTNiUU0rTXE0L21BClhvZ0xXWjJUWk9oMXBUOUw5dzRXYS9xWjJJMG1qTDN2d0pZTFNsZGpQ | |
|
|
467 | aUtjOVhBNlpESmxOdDR6UTBMRGFTYnpOZDVLbDJMeFBHUkgKTHB3WXd1S3ova3FYWXZNR2FVRCtH | |
|
|
468 | alp0VjdvUzh4UGgzSVVxMy9HVStOajJMSE1hWE5uRkpMYmhvblFwRms4c3Rtb2VYbXFJT2c2Ygoz | |
|
|
469 | d2RhbGE1R0dTS2NPOUhvbHNhbTRHdEtsMkZTV3Z6NWx2RWNSc3lPMWhrSFdZVjdaUXdMU3ZzZ21u | |
|
|
470 | eE1Sd0xTbTJEL083QzVRdWxxCmxDWEN1UU10dXI0VWhQc2dTN1liem83MFpUazVWSWpKaXpybDMr | |
|
|
471 | ckd2a1BKN0s0VUN4dWIwaUFOOEExczNxcDBKWlpCaEhNN1pMVVgKMjN2SDBtRERjMlpvU1dBeFEw | |
|
|
472 | Ulh1UzZJeFZaTnoxTU4wU2RnODN2WWJSTkdlOFJmM0M5Yzc1a3h5cVo3WnNoazhTYjlhUlhCM0tF | |
|
|
473 | YgppNjB1RUl1dG10UncwWVRSSVJIT3YzREdwbnRtU0Z4aEFzc0pRclNiZGt3c3RtcDZBelNnWGdP | |
|
|
474 | YnR5aGRpZVV5NjZuVDh1WEx5Y3JLCklpb3FpbmZlZVFlQU9YUG1FQklTUWtKQ0Fna0pDYXhkdTlh | |
|
|
475 | Y0pkMmkybmNjeFRiYU0wT0ZBeWU1bStVRUk0SzVmU29aZ2k4UFlzblcKREJITUp1S2hob3lUY1Bo | |
|
|
476 | LzRLQU5CL1BWcTFmNXpXOStRLy8rL1JrOGVERGJ0eHZlRjFDU1pka3NZMjJxcTZ0SlNVbGgrL2J0 | |
|
|
477 | T0RnNAprSnVieS9yMTYzbnR0ZGR3YzNQanFhZWU2cmhJU1VJdU1XMTlqVzVwck92dGpteUR1YVhC | |
|
|
478 | alNJbVVZUUluSTdjV0d4MWsxaHMxV1NHClg0TUQ3OERsbjB6OFFqOUk5RFRXSkVtQ0FqMzNrWFg3 | |
|
|
479 | NnozenpETTRPVG54M0hQUG9kRm91SHIxS2g0ZUhnYlZZTFptamExYnQ1S1kKbUlpWDEvWFp1bkp5 | |
|
|
480 | Y3RpMmJSdEFqdzlrVDlseXp3d2RnYXhtTE1kRVY3a09pY1ZXVFd1QUJ0UnJZZk5tcFNzeG53MGJO | |
|
|
481 | ckJ0MnpZYwpIYTh2Zkd4b01JTVptelV5TXpNcEtpcWlyS3lNOCtmUDg4MDMzN0IxNi9VK00vUG16 | |
|
|
482 | U010TFkyWFhucUptcG9hYzVVRWdLejJaSHZ2Ck9CclV0aGZNamtTeW5Ba2ltRHVnbGRWNC9KakFn | |
|
|
483 | c0lVRWN3bTRLNkdqTk0vTjJIWVVUQ2ZPWE9HaG9ZR1pzNmNTV3BxS2krOTlCSU4KRFEwRzc4ZHN6 | |
|
|
484 | Um9BWDMzMUZXKy8vVGJWMWRXRWg0Y1RIUjNONzM3M08zeDlmYmx5NVFyUFB2c3MvZnYzNTVsbm5y | |
|
|
485 | bTFTRW5pTDQvOAo1M2Iya090ZnhuQXE1QjVLZkd6dkFxQWpmVmxNcnVncTF3SC9WamVLRDZheTk1 | |
|
|
486 | SlliTlhZdEJLazFjTGU5NkRLSEwwd0x1ZERWZjUvCmJwZlBOVTZ6eHR3TzlsR1dEK1UzdlY3K3Jh | |
|
|
487 | OTM3Tmd4K3Zmdno4cVZLeGs1Y2lRUFAvd3dJMGVPNUlFSEhqQ3NCbk9HODgybVRwM0sKSC8vNFJ4 | |
|
|
488 | SVRFOXZ1MjdObkQ3Tm16V0xMbGx1dkZKaXF6YmxGMTQ5dkJ2UzJ1WFptSGNGOHlEZ3F4ZUNTZG9Y | |
|
|
489 | WGgvRkJjVHhYUmQ5bApvNUtBWVMxUTloR2NPNlpnSWNacWM4N1JjeC90dk42Z1FZTW9MUzBGWU0y | |
|
|
490 | YU5iei8vdnQ4OU5GSEJ0VmcxdE9xaW9ycmI2TWJObXhnCjM3NTlKQ1ltY3Y3OGVRQ2FtNXRadm53 | |
|
|
491 | NTQ4YU5NMXM5eDRJVGJTNll0Zmp3SldORU1MZERLNnR3L3pHUkJUdVNSREFiMlJBVjlQMEsKdHZ5 | |
|
|
492 | dndzRnNJZnIxNjBkaFlTR3RyYTJzWHIyYWtTTkhHcndQcy82RlRwa3loWXFLQ3R6YzNGaTZkQ2tB | |
|
|
493 | Ly9WZi8wVkpTUWxhclpiTQp6RXhtenB4cGxscXV1U1J4Mk8wU3R0U3RUSU1MRzhqakpHSWxqbC95 | |
|
|
494 | YTNWbFgya3F4UmNOdnpBamRHeXdCaHgrZ0ozZktWMkpaWG5sCmxWZDQ0SUVIYUdob1lPVElrVXlk | |
|
|
495 | T3RYZ2ZTaldyR0VJVXpSckZQZTdtOVBPdHRPbldZV1dYZHhEb1poWjdqYmg5U0VzTDBrUXkwY1oK | |
|
|
496 | VVlRR0FvcWg4SE9sSzJtSEJUUnJHSU5kZnJhcjg4aTJxV0NXVUhHVVg0bGcvZ1VIV1lWclJSd0xE | |
|
|
497 | a2RnUzUrUWxPU25nWUhIWWNzSApVRzc3cTdVcHl1N0NXVVpEY1pBWFlEdVRHdjNJSk5ZalBxN2Z6 | |
|
|
498 | TGZWaFlPSFV0a2xacEl6Q2pjVkpGWkE0YnV3cVZicGF1eUQzWVh6CkZkL1JYTlRaVGpEWE1ZNHY4 | |
|
|
499 | Rk82RElzUzN0aUxGY1dKVkRXSlpveWVjcEJnNkZYWTl4NFVtSHBrbjNBTHV3cG5XZVhLTG44MVlC | |
|
|
500 | dWYKeDJTeWVaOFFwY3V3R0JwWnd1TkNMQXNPaVFueGUwb0NocmJBeVk5Z28raDlvUWk3Q3VjTC9x | |
|
|
501 | T29kYkNOczJZTktieEpmMFFJWGVmVAo2c3lSSTZsOFZlR2xkQ2xXTDBtQ0s2dGc2eTZsSzdGdmRo | |
|
|
502 | UE9zaWFBM2I2R0Q2RzBSRHFpZVlzNFJEQmZGOTRZeENmRlNXSUlkZzhOCjBvQTJIM1p0VUxnUUFi | |
|
|
503 | Q2pjRDRkbUVtVDJ2cDdhRGpTaDNkSTQ1b1lsbzFhbHZDK0dNT0NnMzBSYjFUZEY2NkJvQkxZL3Bu | |
|
|
504 | U2xRZzMKczR0d2J0SDFaWSszOVFlekNpMWZrazJ0R1AySFRsWno2Vmc2WDRzcFBydnQ1bTV4SjIz | |
|
|
505 | ak1veE5zWXR3UGhZMEJGbTZySFFaUFhhVgpFWlNMMFg5b1pSVlZ4NGV4VVFSenQ3aXFJT2tDRkww | |
|
|
506 | TG04dzdDYVJnQUpzUDUyc3VpUngydC81aDJqcUNXQ0o2WnFDUkplckwwOGcvCko3b1BHa3AwaTdN | |
|
|
507 | dU5oL08rNFA2Z21UOVRScDd5S0hKenR1WlZiSUVwMU5aZHpwUTZWS3N6akRSTGM3cTJIUTQxM3Rr | |
|
|
508 | Y2RyRitvUFoKZ1NIazQ2WjBHWXFTWk5DZEc4Sy95NE9WTHNXcUpLbWdaaFZzM2FsMEpZS2hiRGFj | |
|
|
509 | WmRRVUIzbGo3Y08wMVRqeUJiRktsNkU0OTU4UwpXSEU4Vk9reXJJYm9GbWY5YkRhY2EzeEdVMmtE | |
|
|
510 | dzdTckdNa1pPNzhJNkhNaGxtVkhlaXRkaGxVSTAwQndDV3ovSExENCtTYUZ6dGhrCk9Nc3FWM1lH | |
|
|
511 | YUlBV3BVdnBFUjJoTENaSTZUSVVGWGdwaXFXbGtVcVhZZkY4MVRDb0RMYThENmRFdHppYllKUGhY | |
|
|
512 | T2xuRzhPMGQ1QkoKaXgxZkJPeFZOWUIzOWc5UXVneUxsd29jK0Nkc3NyMmxNTzJhellXenJQRm5s | |
|
|
513 | NS8xRDlOV2s4cFdYSlV1UXpGaE5aRXMzRHRZNlRJcwpta2FDWVdkaDR5S2xLeEZNd2ViQytVeGdO | |
|
|
514 | azFxNno2RlVPUE01MFFyWFlaaXdxOUdzS0E0Qm12dm0yNUtnUnJ3K1JZMmJsSzZFc0ZVCmJDcWNX | |
|
|
515 | M1I5S2ZHMjdtQUdxR1FVUDlyV3IwWnY0ZldoTE5pVmdBam1qaVdxb0d3ZUhCQURTV3lhVFNYQWNS | |
|
|
516 | c1lwdTFJQkovaXIzUVoKaWdodkRHYnhqaVJFTUxkUEFqSXZRY0diUUt2UzFRZ2RhV2hvSUNzcmk4 | |
|
|
517 | YkdSaHdkSGJuMzNudDU4c2tuRGQ2UHpZVHpOZWQ0RHRuQQpNTzB0Wk5CcWh4Y0J3NXNDK2RlT0ZM | |
|
|
518 | dStBTm9aSHpXRWJZR0N0VXBYSW5URjBkR1JIMzc0QVdkblp4b2JHMGxLU2lJdkw0L0lTTU42Ckhk | |
|
|
519 | bE1PQjhJN21mMXc3UWwwdG1CczlKbG1GM29OVC9lTFVybFdxc0k1dlpFYStEQ1lpZytxWFFsZ3I2 | |
|
|
520 | Y25hLy9IOWZXMXRMYzNJeE8KcHpONEh6WVJ6dlVlbVp5eThtSGFHdHhZemtDbHl6QzdrR1p2bHU4 | |
|
|
521 | WVNrT3JtQWExUFpsWFlmT3IwQ3I2THB1ZFdvKzJJNW4yVzVoYQpXMXRKU0VqZ3dJRUR2UGJhYTRT | |
|
|
522 | R0dqNjYxZXJEV1VaTlNhQXZZTjFMQXA5bkpKZXMvOWRoa09BV1R6N2RtVTV0czMzOTNQcHdWOEhB | |
|
|
523 | Cll0ajRoZEtWMksrV1ErWHRQOUM0SFpvS085MVdwVkt4Wjg4ZXlzdkxHVGR1SE9ucDZTUWtKQmow | |
|
|
524 | K2xiL1gxSGpNNW9ManRZZHpJNUUKOHJtZHJhQWQwT0xPcWwzcFlvWHNkdlRYUVAwSFVIUlk2VXJz | |
|
|
525 | M1BrTEhUelE5K2V2Rzk3b2NCY1JFUkdNR3plT3dzSkNnOFBacWh2NQpaSlVMdXdLcy9mMUZ4UStr | |
|
|
526 | WSswWE1nM2gxK3JLdXVMaFhHZ3d2QjNPMWcxdmd2Sy93V2tSekZhcnNyS1NxcXJyWFhvdlhyekl1 | |
|
|
527 | blhyCm1EaHhvc0g3c2Vwa3UrZzNtaG9ySDZZdGs4RWVISlV1dzJ5OFpXYzJsZ3puWEozOS9NejZj | |
|
|
528 | RkpCd21IWS9LSFNsUWc5ZGY3OGVYN3oKbTkvUTB0SkNZR0Fnenp6ekRFRkJocytSWTdYaExHdjgy | |
|
|
529 | T25YcUhRWlBlS0FKKy9UVCtreXpNWlRkcVJvVHdibHRmYlhJNlV6RVJwUQpmd1piUzVTdVJEQ0dt | |
|
|
530 | SmdZZHUvZTNlUDlXRzA0bnczSW9rbDlSZWt5ZXVRa0k2bTJrOFZhM1dRZGUvZG5jUFNLaTlLbFdK | |
|
|
531 | UzBWdGozCkQ3aHEzWjJOQkJPd3luQnUxZmFteE1lNmcxbkhJRmJoclhRWlp1RWlPM0NzTkowRGwr | |
|
|
532 | MTdOWmViT1VpUWRobzJ2YU4wSllLbHNzcHcKUGg2VVFxc1ZEOU9XVUxPT1ZPemhJcUNUck9ITTRY | |
|
|
533 | UjJWM29xWFlyRkNOYUE1eHJZdEVYcFNnUkxablhoZk0wNWpsSVA2eDZtM1V3MgpwZGgrVHdXdHJL | |
|
|
534 | YnkyREMyVjlqSEp3UjlKRWx3L0EwNFY2RjBKWUtsczdwd1BoalUzNnFIYVd2eDRWLzBVYm9NazlQ | |
|
|
535 | SUt1ckswdGg0CjNsZnBVaXlDQ2hoZUNSdm5JNWFQRXZSaVZlSGM0SjdCU1ZmckRXYUFvNHpncW5W | |
|
|
536 | M0wrK1NXcFpvUFpYSytqTUJTcGRpRVh6VjBLc0EKTm9yRlZnVURXRTFLeUtnb0NiTHVVWFE2b2xt | |
|
|
537 | RGJiZTlxbVRRbkUxbTlVbjdYdnZ3aGhnMVNJdGdqd2htd1VCV0U4NjEzcU9wc09KaAoyaElhVnBP | |
|
|
538 | TU5iZVY2OFBseHlTK1BCR2lkQmtXSWFzV0RzeUZDNmVWcnNSKzlBKzI3a1dkYjJZMXpSbzdBN1dB | |
|
|
539 | OWE0TjJFZ3V4OUFxClhZWkplVmZFOCtIUmNLWExVSnk3R2dic2dJSlZTbGRpUC9vRXRPSi85U2Uy | |
|
|
540 | ZjNoSzZWS014bXJDdWNiQmVvTlpoei92WXR1aDVWOFoKelh1SGJQOUNaMWNHYUtEMlBkaHhWT2xL | |
|
|
541 | N0VPb2J5dWhMUmZZK25FNUoyenNRcXZWaExNMU84QUlHcXluQmNsZ3daY0g4YStEL1pVdQpRM0hE | |
|
|
542 | RzZIdzczRE5lczhqckVhZ2wweWtwcEt0L3k3amRMT05wZkxQUkRpYm1KWUVOdUN1ZEJrbUUzcWxI | |
|
|
543 | NHYyMmQ4aUFUZHpWa0ZjCktXeitTT2xLYkordnU4eGdsMHRzKy93RVB6YmE5a0tLSXB4TlNJV09W | |
|
|
544 | UmcyaDZzMUNhdnR3OEtTYUd6OUltZG5lbXRBK2hTMjdWRzYKRXR2bTZTb1Q1MWxOMFJmSDJWaHJI | |
|
|
545 | OHZDaUhBMm9WcEdVSTV0VGlZZlhoZk9ndDF4MkhNd0QyMkZQUzlEblhWUDgyTFJYQjFsa2dKcQoy | |
|
|
546 | TDN5T0FXWG01UXV4NnhFT0p1SWptQ1cwRXZwTWt3aXZDR0VoVHNUc2RkZ2RwQWc3U1JzV3FKMEpi | |
|
|
547 | YkxTU3VUSEh5VnZWOGZvK0NDCmRVOE4zRjBpbkUya21CeWFiUEFpWUhoakVPL3NHSUpzcDhIY1N3 | |
|
|
548 | UHVxMkhUTnFVcnNVME9HcG0wc0RwSzF4NW40N2YxU3BlaktCSE8KSnVCQU1odHhWYm9Nb3d1NzVz | |
|
|
549 | KzdPMUpvbG0zdlRVY2ZReVE0OGhxY3JWUzZFdHVqVnNrTWpXamcrUGZIMmJUZXVsYzNNaFlSemth | |
|
|
550 | bQp4b2wvRTZ0MEdVWVgwdXpEQnp2U2FHaTFqOFVCYnFZQ01pNUF3VnVJU1l1TVRKSmswbm8zY21i | |
|
|
551 | ekNUWi9WNk4wT1JaRmhMT1JWVEdTCnN6WjJXSHMxZS9ISnptSFVOZHZXejZVUFB3MEVmUThGM3l0 | |
|
|
552 | ZGllMUo3ZFBFaGFJeXRuMWZwWFFwRnNtc24wK1hMMTlPVmxZV1VWRlIKdlBQTzlTVWdhbXBxbURo | |
|
|
553 | eEltRmhZVXlhTkluYVd1dWRQME5IS0NzSUJPQmkvbjZGcXpGY2V6VUh0bmp3NWU1MHFwc3NzTmRK | |
|
|
554 | Y2I1SgpkeCtuQnZsdDJHdk1ZTDZjYjhTZG1ZbVJheDdTK3hvRGFvNVMrSzlpVHV5enpXRGV1SEVq | |
|
|
555 | Z3dZTm9sKy9mc3liTjY5Yit6QmJPRmRYClZ6TjM3bHkrL1BKTENnc0xXYlJvRWRYVjFiejk5dHVF | |
|
|
556 | aFlWeDlPaFJRa0pDV0xCZ2dibEtNcnBDc21qNStaQmV5aitnY0RXRysyWE4KL3ExdXJObWRUbVdE | |
|
|
557 | aGM0SlVwSnZzbDFuWFlHOWM2RHlySkYzWEpWdjVCMmFnWkZxamd0dkpycXBqSjFMZG5ONDV5V2o3 | |
|
|
558 | Tk5Telo0OQptNFVMRjdKaHd3Ym16NTlQWmFYaEZ5ck1GczVidDI0bE1URVJMeTh2WEYxZHljbkpZ | |
|
|
559 | ZHUyYlJRVkZURmp4Z3gwT2gzVHAwK25zTERRClhDVVpsWnFoYk1kMkZpLzFhWFhoaCtMaC9GanZx | |
|
|
560 | SFFwWnVXaGhpRTdvZUQvUUxhZENjNFVGUlhhUWp3bjJmUHVMdlp2c2YwbFlLcXIKcjg4NW41bVpT | |
|
|
561 | WGg0T0tOSGorNVdycG10RVRFek01TS8vT0VQbEpXVjRlam95RGZmZklOT3AyUEhqaDBNSEhoOStP | |
|
|
562 | L0FnUU1wS2lwcQpkM3NQSXMxVmFqZG95R2Nva1RjTk9MbUlJNUZXTm5mempabzFzcHF5WTBQd2xa | |
|
|
563 | end0ZUJPSitlMUVHVEUrandBN2Jkd29Sd1MreGx2CnZ6Yzdmd1dDVExSdlUrbHV6YzY2VmtKYUwz | |
|
|
564 | RjQyM2trSURIUjJlaTF0V2YzYnVQc3g4T2o2NHZmMTY3SjFOWGRldC9ObVFZd2VQQmcKdG0vZnp2 | |
|
|
565 | ang0dzE2ZmJPRnM0dUxDNis5OWhxUFB2b28xZFhWeE1URW9OUHBrR1g5TG45blMyK1p1TUtlZXVP | |
|
|
566 | MmU0cm12cTlBSFQxagpiVFdmWHpSWDZSSU1kbjZYcU5rYVZGY242L1U4VjFmVG5NR1k5Zko3WGw0 | |
|
|
567 | ZWVYbDVBRXlkT3BVeFk4YXdlL2R1U2t0TFNVaElvTFMwCmxPVGsydytJdmdFdUNJSmdERDNKbk9U | |
|
|
568 | a1pKNTk5dG0yMndjT0hHRE1tREVHNzhlc3ZUVXFLcTYzTjIzWXNJSDkrL2VUbUpoSWFtb3EKUzVZ | |
|
|
569 | c29iNituaVZMbHBDV2xtYk9rZ1JCRUl6S3c4TUR1TjVqbzd5OG5QWHIxNU9hbW1yd2ZpVFpqS2Vs | |
|
|
570 | bVptWlZGUlU0T2JteHZ6NQo4MGxKU2FHbXBvYjc3cnVQNHVKaUVoTVRXYlpzbWNrK0pnaUNJSmhE | |
|
|
571 | UVVFQmp6enlDTmV1WGVQeHh4L244Y2NmTjN3bnNvSUtDZ3JrCmdRTUh5cEdSa2ZJYmI3eHgyK09s | |
|
|
572 | cGFWeVdscWFyTlBwNUZkZWVjV2diVTJsSnpXSGg0ZkxNVEV4Y254OHZKeWNuR3l1a3J1c2VkbXkK | |
|
|
573 | WlhKc2JLd2NHeHNyVDVzMlRUNTgrTERlMjFwYXZaWjZqTC84OGtzNU5qWldqb3VMazhlTkd5Y1hG | |
|
|
574 | UlhwdmEwbDFxekVjZGIzT0JVVgpGY2xxdFZyKzdMUFBETjdXa2lnYXp2SHg4WEpCUVlGY1hsNHVE | |
|
|
575 | eGd3UUw1dzRjSXRqMWRVVk1nN2R1eVFuM3Z1dWR1Q3JxdHRMYkhtCmlJZ0krZUxGaTJhcDgyWmQx | |
|
|
576 | YngxNjFhNXFxcEtsbVZaZnZmZGQrWDc3cnRQNzIwdHJWNUxQY2ExdGJWdDMrZm41OHNaR1JsNmIy | |
|
|
577 | dUoKTlN0eG5QVTVUczNOelhKT1RvNDhmdno0VzhKWnFXUGNFNHJOWUtOUFgwQS9QeitHREJtQ2c0 | |
|
|
578 | T0R3ZHRhV3MwM3lHYSt1S2xQelVPSApEcXp1aHBJQUFBWFRTVVJCVkcxckp4cy9mandGQlFWNmIy | |
|
|
579 | dEo5ZDVnaWNmWXhjWGxsdWM3T2pycXZhMmwxWHlET1krenZzZHAzcng1ClRKa3lCVDgvUDRPM3RU | |
|
|
580 | U0toWE5IZlFGTnZXMVA5UFIxSlVraU56ZVhTWk1tc1dxVmVaWm1OclRtUllzV3RmV29VZUk0OTZS | |
|
|
581 | ZXNPeGoKL01VWFh4QVJFY0gwNmROWnZIaXhRZHRhUXMyTEZpMXF1OS9jeDFtZmVzK2VQY3ZLbFN1 | |
|
|
582 | Wk9YTm1XNDM2Ym11SjdHOG1Hd1Z0MmJLRgpvS0FnU2t0THljdkxJeVVsaGNEQVFLWExhck5od3dh | |
|
|
583 | V0xWdkcxcTFibFM1RkwrM1ZhOG5IZVBMa3lVeWVQSm1QUC82WVNaTW1VVnhjCnJIUkpYYnE1NXNt | |
|
|
584 | VEo3ZlZiSW5IK1lrbm51RHZmLzg3a2lRaFgyK3lWYlNlbmxMc3pEazVPWmxEaHc2MTNUNXc0SURl | |
|
|
585 | M2VoNnNtMVAKOVBSMWc0S0NBQmcwYUJCMzNua25YMzMxbGRGci9DVjlhOTY3ZHkrUFBQSUlxMWF0 | |
|
|
586 | d3RQVDA2QnRMYVZlc094amZNTzk5OTdMdVhQbgpxSyt2WjhpUUlWYnh0M3h6eldEKzQ2eFB2YnQy | |
|
|
587 | N1dMcTFLbjA3dDJienovL25GbXpackZxMVNyRjhxTEhsR3p3dnRGSVgxWlcxbWtqCi9WLys4cGNP | |
|
|
588 | THdoMnRhMnhkYmZtcTFldnlsZXVYSkZsK2ZwRnc4R0RCOHVuVHAyeWlKcFBuandwUjBaR3l0dTNi | |
|
|
589 | emQ0VzB1cTE1S1AKOGJGangrVFcxbFpabG1WNTllclY4dGl4WS9YZTF0SnFWdW80RzNLY0huendR | |
|
|
590 | Zm56enovdjFyYVdRdEZ3enMvUGx3Y09IQ2ozN2R0WApmdjMxMTJWWmx1VUZDeGJJQ3hZc2tHVlps | |
|
|
591 | cytmUHkrSGhJVEk3dTd1c3FlbnB4d2FHaXJYMU5SMHVLMGwxM3o4K0hFNUxpNU9qb3VMCmszTnpj | |
|
|
592 | K1YvL2V0ZkZsUHpqQmt6Wkc5dmJ6aytQdjYycmxGS0hPZnUxbXZKeC9pbGwxNlNvNktpNVBqNGVQ | |
|
|
593 | bWhoeDZTOSszYjErbTIKbGx5elVzZTVxM3B2OXN0d1Z1b1k5NFJaQjZFSWdpQUkrckhQeGVBRVFS | |
|
|
594 | QXNuQWhuUVJBRUN5VENXUkFFd1FLSmNCWUVRYkJBSXB3RgprOHZOeldYZHVuVzMzUGZhYTY4eGE5 | |
|
|
595 | YXNkcDhmRVJIQnBVdWRyekgzd2dzdjNISTdQVDBkZ1BMeWNtSmlZZ0RZdVhNbnMyZlBCcTdQCkVy | |
|
|
596 | WnQyN1p1MVM4SVNoRGhMSmpjdEduVFdMRml4UzMzZmZ6eHgvejYxNzl1OS9rM2h0MTI1c1VYWDd6 | |
|
|
597 | bDlwWXRXMjU3enBBaFEzajkKOWRjQitPR0hINnhtNUtNZ2dBaG53UXp1dXVzdVZxOWVUWE56TTNE | |
|
|
598 | OTdQYmN1WE0wTlRVeGJ0dzQwdFBUZWVlZGQ5cmRkdkxreVNRbApKWkdibThzWFgzd0J3Si8rOUNm | |
|
|
599 | cTYrdEpTRWpnL3Z2dkI5cGZLaWcvUDUrOHZEeE9uanpKd29VTGVmWFZWMGxNVEdUejVzMzA2ZE9u | |
|
|
600 | CnJaNHJWNjdRcDA4ZldsckVpcTZDNVJCemF3Z201KzN0VFVwS0N0OTg4dzEzM25rbksxYXNZTXFV | |
|
|
601 | S2Z6Kzk3OW43ZHExK1BqNE1HYk0KR05MVDB4azBhTkF0Mnk1WnNnUXZMeSt1WExsQ2RuWTJreWRQ | |
|
|
602 | NXU5Ly96dno1OCsvWlc2S3pzNjJ3OFBEZWVTUlIzQnpjK09wcDU0QwpJRHM3bTlXclZ6Tng0a1JX | |
|
|
603 | ckZqQlhYZmRoVnJkOVlLZWdtQXU0c3haTUl1Ym16WSsvdmhqN3JyckxnWU5Ha1JrWkNSZVhsNU1t | |
|
|
604 | VEtsCjNkbk5WcXhZd1lnUkkwaFBUK2ZFaVJQczI3ZXZXNjh2LzJJaW5OLys5cmNzWGJvVWdIZmZm | |
|
|
605 | WmVISG5xb1cvc1ZCRk1SNFN5WXhaMTMKM3NsMzMzMUhjWEV4ZFhWMXQ1M3B5cko4MjMwblRwemc3 | |
|
|
606 | YmZmNXROUFAyWGZ2bjMwN3QyYnk1Y3ZkK3YxZjdudlljT0dVVjVlVG41KwpQaTB0TFF6Ky8rM2Rv | |
|
|
607 | YytDUUJ6RzhZZHVZaU9UdGRFTUdOeWN4WTErc0xHQitmNFhxLytBMVdJMzBTeU1RcUZhRERUeW0x | |
|
|
608 | NzJ1aG5lCitVN2YyL3grMGczR2NWZWUvWGJjanRuc3FYNkJWeUdjOFJhVHlVVEw1VkpGVVNoTlU4 | |
|
|
609 | M25jN1Z0cTY3cjFQZTlqc2Vqa2lTNWUrWjYKdlNvSUF2bStyNnFxVk5mMWVDOElBZzNEOE92M2gy | |
|
|
610 | R28yKzEyZHkzUGMyVlpwcklzL3pZNTRBVUlaN3lOTVVaTjA4Z1lJOC96dE4vdgpaYTNWWnJQUmRy | |
|
|
611 | c2REMFQvcm5Mak9GWVlocHBPcDlydGRscXRWbU5mMWxvdEZvdnhnK0RQeXZoUmU3MWU2M0s1S0lx | |
|
|
612 | aWNXZEhtcWJxCisxN0dtTmRPSEhnQ0J4L2hZeDBPQjUzUDUvR3ZKSUJMMksyQmoyU3RWVlZWT3Ax | |
|
|
613 | Ty96MFU0Q0VxWndCd0VHdk9BT0Fnd2hrQUhFUTQKQTRDRENHY0FjQkRoREFBT0lwd0J3RUZmRnpK | |
|
|
614 | Z250aDhxdm9BQUFBQVNVVk9SSzVDWUlJPQo= | |
|
|
615 | </png> | |
|
|
616 | </output> | |
|
|
617 | </outputs> | |
|
|
618 | </codecell> | |
|
|
619 | <markdowncell> | |
|
|
620 | <source>Plot the value of the Asian call in (volatility, strike) space.</source> | |
|
|
621 | </markdowncell> | |
|
|
622 | <codecell> | |
|
|
623 | <input>plt.contourf(sigma_mesh, strike_mesh, prices['acall']) | |
|
|
624 | plt.axis('tight') | |
|
|
625 | plt.colorbar() | |
|
|
626 | plt.title("Asian Call") | |
|
|
627 | plt.xlabel("Volatility") | |
|
|
628 | plt.ylabel("Strike Price")</input> | |
|
|
629 | <language>python</language> | |
|
|
630 | <prompt_number>13</prompt_number> | |
|
|
631 | <collapsed>0</collapsed> | |
|
|
632 | <outputs> | |
|
|
633 | <output> | |
|
|
634 | <output_type>pyout</output_type> | |
|
|
635 | <text>&lt;matplotlib.text.Text at 0x2e14610&gt;</text> | |
|
|
636 | <prompt_number>13</prompt_number> | |
|
|
637 | </output> | |
|
|
638 | <output> | |
|
|
639 | <output_type>display_data</output_type> | |
|
|
640 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVdjQUFBRVhDQVlBQUFCeG1vVk1BQUFBQkhOQ1NWUUlD | |
|
|
641 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6c25YbDhW | |
|
|
642 | T1c5Lzk5blpyS3ZrejBoQzRRQUNSQ3lRQmFXaE1VTlJSU0szb3BWCnEyQnZ4V3ExM3ZiMnZ0cmVY | |
|
|
643 | OEhiMnVKeVZieVdUUU1peGJWVnFBZ3FhZ2dFU01JV0lBUlp3eTVoVFVKV2twemZINVNVSldGbWtw | |
|
|
644 | bDUKenBsNTNxOFhyMWN5Yzg1elBwek1mT2FaNS9rdWlxcXFLaEtKUkNMUkZBYlJBaVFTaVVSeUk5 | |
|
|
645 | S2NKUktKUklOSWM1WklKQklOSXMxWgpJcEZJTklnMFo0bEVJdEVnMHB3bEVvbEVnMGh6bGdobjNi | |
|
|
646 | cDFKQ2NuaTViUktRYURnWU1IRHdMdzZLT1A4dC8vL2QrQ0ZVbmNCV25PCkVyc3pac3dZUWtKQ2FH | |
|
|
647 | bHBzZXI0dkx3ODl1elo0ekE5cTFhdFl2VG8wWVNIaHhNVkZjVmRkOTFGY1hHeHplTW9pb0tpS0E1 | |
|
|
648 | UUtKSGMKaURSbmlWMnBxcXFpdExTVWlJZ0lWcXhZSVZvT0N4Y3U1RWMvK2hHNXVibHMyclNKZmZ2 | |
|
|
649 | Mk1XM2FORDc0NElOdWpTZHp0aVRPUXBxegp4SzRzV2JLRVcyKzlsWWNmZnBoMzNubm5tdWZXcjEv | |
|
|
650 | UG5YZmVTVWhJQ0xHeHNienl5aXNBRkJZV0VoY1gxM0hjbi8vOFo1S1NrZ2dOCkRlVkhQL29SNjlh | |
|
|
651 | dDYzaHU4ZUxGakJvMWl1ZWZmNTVldlhveGZ2eDRObTdjMkttV3VybzZmdjNyWC9PclgvMksyYk5u | |
|
|
652 | MDdkdlh3SUMKQXJqdnZ2dVlNMmNPQUtXbHBRd2ZQaHl6MmN6dzRjUDV2Ly83UDFwYlcrMTlXeVFT | |
|
|
653 | bTVIbUxMRXJTNVlzNFljLy9DSC85bS8veGhkZgpmRUYxZFhYSGM3LzR4Uy80NlU5L3lwa3paNmlv | |
|
|
654 | cUdEY3VIR2RqcEdVbE1UNjllczVkdXdZdzRZTjQ4RUhIN3ptK2JLeU1nQjI3ZHBGCmJtNHUvL21m | |
|
|
655 | LzlucE9MdDI3ZUxDaFF2Y2M4ODlYZW8xbVV5OC92cnJuRGx6aGxkZWVZV1hYMzZad3NKQ0cvL1hF | |
|
|
656 | b245a2VZc3NSdnIKMTYvbitQSGozSFBQUGZUcjE0K0JBd2V5Yk5teWp1ZmIyOXM1Y09BQXRiVzFC | |
|
|
657 | QVVGa1pHUjBlazQ5OTEzSDFGUlVmajQrUERzczgraQpLQXBidG16cGVON1B6NC9mL2U1M21NMW1m | |
|
|
658 | dnJUbjFKU1VrSjlmZjBONHh3OWVwU0FnQUFHRFJyVXBlYk16RXl5czdNeEdvMk1HREdDCmh4NTZp | |
|
|
659 | T1hMbC9mZ0xrZ2s5a0dhczhSdXZQUE9POXgrKyswRUJBUUFjUC85OTErenRMRmt5UkxLeTh0SlRF | |
|
|
660 | emsvdnZ2cDd5OHZOTngKVnF4WXdROSs4QU5pWW1JSUNRbmg1TW1UN05peG8rUDVRWU1HWVRCY2Z1 | |
|
|
661 | bEdSMGZUMnRyS3FWT25iaGduTGk2T3VybzZLaW9xdXRSOAovUGh4bm5qaUNZWU1HVUpnWUNDdnZ2 | |
|
|
662 | cnFOZGVTU0VRaHpWbGlGeG9iRy9ud3d3LzU1cHR2aUk2T0pqbzZtbGRlZVlYeTh2SU9zeHMwCmFC | |
|
|
663 | QkxsaXpoNU1tVHBLYW04dmpqajk4d1RuMTlQVC81eVUvNDhZOS96SjQ5ZXpoMzdoeTlldlhxMWti | |
|
|
664 | YzRNR0RNWnZOTjkyWS9NTWYKL3NDbFM1ZjQvUFBQcWFtcDRSZS8rQVh0N2UwMlgwc2lzVGZTbkNW | |
|
|
665 | MjRkTlBQOFZrTWxGWldVbDVlVG5sNWVWVVZsYVNsNWZIa2lWTAp1SFRwRW4vOTYxK3BxYWtCd05m | |
|
|
666 | WHQyT0dmVFYxZFhWY3ZIaVI2T2hvMnR2YitkT2Yvc1NKRXllNnBTa2dJSURaczJmenlpdXY4SnZm | |
|
|
667 | Ci9LWmpTZVdUVHo3aG1XZWVBZURFaVJPRWhJUVFHaHBLWVdFaFM1WXM2WEk4R2FraGNTYlNuQ1Yy | |
|
|
668 | WWNtU0pVeWJObzNZMkZnaUlpS0kKaUlnZ01qS1NwNTU2cW1QZGVlblNwZlRwMDRmNCtIaEtTa3A0 | |
|
|
669 | N2JYWE9zNi9FajhjRlJYRm4vNzBKeDUrK0dIUzB0Sm9hV2xoMUtoUgoxeHgzZmF6eHpXS1BIMy84 | |
|
|
670 | Y1pZdVhVcHhjVEU1T1RuMDc5K2Znb0lDcGs2ZENzRE1tVFBadm4wN3NiR3h2UFRTU3p6MTFGUFhq | |
|
|
671 | SGY5Cnp6TE9XZUlzRkZsc1h5S1JTTFNIM1dmTzA2Wk5Jekl5a3RUVTFJN0hQdnJvSXdZTkdvVFJh | |
|
|
672 | R1RyMXEzWEhEOW56cHlPbmYzMTY5ZmIKVzQ1RUlwRTRsYzQ4RUdEUm9rV2twS1F3YU5BZ2Z2M3JY | |
|
|
673 | MXNjeCs3bS9OaGpqN0Y2OWVwckhrdE5UZVdUVHo0aFB6Ly9tc2VycTZ2NQp5MS8rd3RkZmY4M2N1 | |
|
|
674 | WFA1K2M5L2JtODVFb2xFNGxRNjg4QmR1M2F4WU1FQ1ZxeFlRVVZGQmIvODVTOHRqbU95dDdDOHZE | |
|
|
675 | eXFxcXF1CmVheXJvallsSlNXTUh6K2UrUGg0NHVQalVWV1Z1cnE2VGplS0pCS0pSQTkwNW9HclZx | |
|
|
676 | MWkrdlRwOU92WEQ0RHc4SENMNHdqZEVDd3QKTFNVbEphWGo5d0VEQmxCYVdpcFFrVVFpa2RpZkw3 | |
|
|
677 | LzhrbDI3ZGpGczJEQWVmL3h4ZHUvZWJmRWN1OCtjYmFHenZjak9kc1BsRHJsRQpJckdGbnNZNUJD | |
|
|
678 | b0tkVlllNisvdlQxM2R6WTl1YW1yaTNMbHpyRnUzampWcjF2RFVVMC94elRmZjNQUWNvZWFjazVQ | |
|
|
679 | RG1qVnJPbjdmCnMyY1BXVmxablI2cjlhM0N3S3cwQnZjdDU4cm55TXlkTURQMTV1ZG9ob2VIUXN3 | |
|
|
680 | V1pzNkRtVStJRnRNMXFrYzBYdzdJb05sNHVURFIKZXpNUE1IVm1YOEdxYk1NUm1qMEpZd1gzVUlX | |
|
|
681 | SFhjZTl3cjZaSDlCdjVnOGRNcllqV0tWTTZmRVlkVmp2T2FNdVhyUjRURzV1TG1QRwpqTUhIeDRl | |
|
|
682 | SkV5ZnkwNS8rbEthbUpyeTl2YnM4eCtuTEdsZC9vbVZuWi9QRkYxOXc1TWdSQ2dzTE1SZ011bHh2 | |
|
|
683 | TnZqNzAyL2dhWFE1CndSK2REekZiTEIrbkFmYjJ5dXN3WnNsbFBERHpPUk1kWnN3Uyt6QjgrSEJX | |
|
|
684 | clZxRnFxcVVsSlRRdDIvZm14b3pPR0RtUEhYcVZOYXUKWGN1Wk0yZUlpNHRqMXF4WmhJU0U4UFRU | |
|
|
685 | VDNQbXpCa21USmhBUmtZR3ExYXRJakl5a2hrelpqQnUzRGc4UFQyWlAzKyt2ZVU0aGNUSgphWGkz | |
|
|
686 | MkY2OFhUaHhBeUJyZzJnVlZ0RVFQSmJ2Z2k2SWxxRXBUQVN3aG52Wmo2ZG9LWktydU9LQlo4K2VK | |
|
|
687 | UzR1anVlZmY1NUhIbm1FCkw3Lzhrb0VEQjVLY25Nei8vdS8vV2h4SEYwa29pcUpvZGxuRG5KZEZT | |
|
|
688 | cSt5RzJiTmhhZGdUS1FZVFZiaDVRdlRJeUNncXVPaHdzMHcKWnBnNFNWMmhHczE4TzJBVUZ6MmFy | |
|
|
689 | M2w4WitFNVVzZUVDRkxWUGV5bDJZZ3Y2N21QY256c29Pcm1uQzNjUmVpWXdRNi9qcjFZcFV6cAo4 | |
|
|
690 | WnF6TFo0ekNzZWs5a3R6N2dHbWtCQXlKaWg0dHA0VkxjVjJwb3lFSkgzTTlxdmkvbzBkSVhMV2ZB | |
|
|
691 | VWozcFJ4UDZYNGlwYWlTVnpGCm5HVnRqUjdRZDJJL2ZScnowT0hRVngvRzNCeVF5dzd6ZWRFeU5J | |
|
|
692 | TUJEOHFaSW8zWkRaRG0zRTNDYmh0QldFdUphQm0yRXhZTCtidEEKQjV1WHFzR1AwdGhJOUxuVGFu | |
|
|
693 | OFVUT3poUHRiakwxcUt4QWxJYys0R25sR1I5STNjSlZxRzdSaU1NQ2tRUEsyTjRCVEx5YWc3T2Uv | |
|
|
694 | WgpLRnFHUmpCUXhRLzRoa0RSUWlST1FwcHpOMGdhSDRPcHJWYTBETnU1WXhTRVdzNU0wZ0tYZk5Q | |
|
|
695 | WkhLYkRlK3dRRkU3eUExWmhGaTFFCjRrU2tPZHRJMU4xNW1KdTNpWlpoT3dQU1lmQmEwU3FzUWxV | |
|
|
696 | ODJSS1hxSXVsRjJkd2hudFpUcWhvR1JJbkk4M1pCcng3eDlNN2FMTm8KR2Jiakh3SjNuTkROWC90 | |
|
|
697 | TXhBU3F2UzFuWGJrRHRVemtZN1Fja3lseEZEcDV1Mm9BUmFIZm1BQ003VHBjQTUyVUNEN1ZvbFZZ | |
|
|
698 | Ulp0MwpmMG9pR2tUTDBBU05qR2NaTWFKbFNBUWh6ZGxLZWszT0k3QzU2eTdPbWlVL0gzcnBZN2F2 | |
|
|
699 | WW1CSFhCcnRCczJIM2p1Y1M5ektPOFNMCmxpRVJpRFJuSy9BZGtFUzhsejdTbks4aHRqOWtieFN0 | |
|
|
700 | d21vdWhOM0ZVZDhhMFRLRW96S0d0MGxFTHJyYmpsbDFmTWFrczVEbWJBSEYKdzROK3d4VU02S3pn | |
|
|
701 | anFjUFRHd0I0eVhSU3F5aTNUT2VrcWcyMFRLRVkyQUU4K21QTkdiYmlXK0o1S3V5Y2FKbDJBMXB6 | |
|
|
702 | aGFJKzhFSQovSnYzaVpaaE94T0hRbUNWYUJWV1V4bWJTNHZSdmMzWlJEYnpHSVEwWnRzd3FCQjFi | |
|
|
703 | aUR6TjQzZ2RKT1hhRGwyUTJnOVo2MFRrRDZJCldLVkl0QXpieWN5RnZscXNSdEk1RjgyM2NTREF2 | |
|
|
704 | V3RuZUpMQm02VFJMdWRMTmhHb2VuSDZZQmFMamtlSWxtSjNwRGwzZ2NISGgzNXAKZFNndE90dWND | |
|
|
705 | dTBGb3l0ME0vbFNUUkZzaXZFQ1drUkxFWVlYZzVuTE1OcWtNZHRFYkdzb3E4cXpPVmJ2T3V2TVZ5 | |
|
|
706 | UE51UXQ2LzJBWQpQaTNyUk11d0RZTVJKZ1dENTNIUlNxem1RSzh4TkpqY2Q5YnN4UUFXa0V1TE5H | |
|
|
707 | YWJpS3Z0UjBINUlGcFYxNzF2MHB3N0lTZ25nNmkyCmRicVpmWFp3K3lnSTAwY1dJRUJUWUI2N2c4 | |
|
|
708 | Nmp2eHR0SDd6cFN3SDVORXBqdGhwZjFZT21JME5aY05qMTQ3K2xPVitITVNpUWZnTk8Kb09nanlP | |
|
|
709 | RmY5RStEVlAwWXMyb0lZbE5zQ0NnNlRPcXhBMTRrc0lTeDFFcGp0cHJvdG1EVzdjeGhYNjJmYUNs | |
|
|
710 | T1FacnpkU1RlT3hpdgpTenFMYWZZM3d4M2Y2eXIyNW1qTUhkUjZ1T2R5aGhjeExPTld6bUVVTFVV | |
|
|
711 | M0pOVDNadkcyTkpyYTNlZWVTWE8raXBBeE9ZUzNiTkRmCnQreDdrOEMzVExRS3Eybnh6Mko3aUhz | |
|
|
712 | dVozZ1J3Y2ZjeVduNTFyTUtUOVdJNThsMDV1MVBFQzNGNmVob3J1VllQTUpDU1lyZHE3KzYKN25u | |
|
|
713 | NUVLc2ZZMVlWYjhwaVk5MnlnTDRub1N6bmJvNUxZN2FLaUhaL3Fpckc4SkhPakhuYXRHbEVSa2FT | |
|
|
714 | bXBwNnczT3Z2UElLQm9PQgpjK2ZPV1J4SG12TS82WHQzSWg1dE9tdUhGTnNQc2plSlZtRVRwNklt | |
|
|
715 | Y05hclhyUU1wK05CRUt1NWh5bzhSRXZSQlFsTnZmaWtaQ3psCjU0SkVTN0daeHg1N2pOV3JWOS93 | |
|
|
716 | K05HalIvbnFxNjlJU0xEdXcwYWFNeEF4ZmlTaHpmcVpmUUwvVE05dUJaTis0b05iZlFaUkZxNlAK | |
|
|
717 | TGl6MnhJUS8zekNadlhpS2xxSjVUS3BDNk9rMDVwVm1VM3RKbng5a2VYbDVtTTAzTmtaNDdybm5l | |
|
|
718 | UEhGRjYwZXgrMi9YM24yaXFGUApXRG5vTFhQNDdxRVFxSjhzUUJVVDIrSlNVQlgzNm01aXhJY04v | |
|
|
719 | SUFLWENldDJGR0VxRDRjM0p2RFAwNkZpSlppZDVZdlgwNXNiQ3hECmhneXgraHkzTitkK3Q0Vmph | |
|
|
720 | ajRoV29adFpPUkFrbjZNR2VCY3hBUk8rcmlYTVJ2d1lqTlQySXByWnJEWmsvaVdTUDYrZlppbWFt | |
|
|
721 | T00Kbk5yNTQ0V25vUERxOHVnVzJvazJORFR3d2dzdjhOVlhYM1U4cHFxV000L2QycHlqNzhranVG | |
|
|
722 | bG5XWUFoTVRDNlVsZUJEbTFlZlNtSgpiQll0dzZrWThHQVg5MUdDZThUa2RoZURDcEhuQnpKLzF3 | |
|
|
723 | RDA4cUllRTNuNTN4Vm1XVERuQXdjT1VGVlZSVnBhR2dESGpoMWo2TkNoCmxKYVdFaEhSZFUwUXR6 | |
|
|
724 | Vm43OFRlSlBpWGdwNUtaeGlNTU5rTVh2cWE2VmZFRHFYVjRENHh6UXBHOWpHRkl2eEZTOUUwZ2Fv | |
|
|
725 | WFp3NW0KVWVDQ1JZdXVKalUxbFZPblRuWDgzcWRQSDdaczJVSkl5TTJYYjl4elE5QmdvUDlvSDR5 | |
|
|
726 | cXptWno0MGRCbUw2NnNkU0cza21Wdi9zWQpNeGc0ekJTK1FuOVJCczRrdGpXVTRxM2orTm9Galhu | |
|
|
727 | cTFLbU1HREdDdlh2M0VoY1h4NkpGaTY1NVhyRXlqTlF0Wjg2eGswY1IwS1N6ClVxQ0RodW1tZS9Z | |
|
|
728 | VjJqMWkyQml0ajYrcTl1SjdKdk01Tis3VVMvNkZxeGN0ZXUrOTkyNzYvTUdEQjYwYXgrM00yVy9n | |
|
|
729 | QU9JOGkwWEwKc0ExekZOeDZRQzlMY2gzc2pSMUZzOUY5WnMzbnVKZFBDUk10UTdQNHFoNDBIeDNL | |
|
|
730 | Z2lyWEwxcGtEOXpLbkJWUFQvcGxYOExRcktPNApPWU1SZmhBRzNoWjJIVFJHUS9BNDlnYTZqekhY | |
|
|
731 | Y1RjZkVpVmFobWFKYmd0bS9hNXM5dGJJZFhocmNTdHpUcGlTaTErenpwWXp4dXVyCkRDaUFhZ3ho | |
|
|
732 | WXk4L1FHZHIrdDJrbVR2NEs3MUV5OUFzQ1EyOVdielZ2WW9XMlFPM01lZkF6RlJpMUNKOUxRME1I | |
|
|
733 | S3E3ZFdhQXFsNjMKVVcvU1dTcDhOMm5qRmhhaHI5b1B6c0tkaXhiWkE3Y3daNE9mSDBtcDUxSDBr | |
|
|
734 | K2tNd1pGdzJ5RjlmWmdBelFIRDJSbDhEdDBKN3hiNQpMS1F2N3ZGL3RZM3dkbjkyVk9hdy9heU1X | |
|
|
735 | dWt1cnJsZGVoMTlKbWZnMDNKTXRBenJVUXp3Z3dqd3RseTVTa3VvQm45S1lpUGNvdUtjCmtlSE1J | |
|
|
736 | eGxwekRlUzBOU0xUMHZHU21QdUlTNC9jdzRlT1pUSTF2WDZlZytOejROdy9TMW5uSWdlendWUDEw | |
|
|
737 | L1I5bUFZZjJFdytucFIKT1I2VHFoQjBaZ2p6S2hPUjk2Ym51TFE1bTh6QkpDVWVSV2tWcmNRR1Vq | |
|
|
738 | SjExVzdxQ3BmOE10Z1NXb09ydnlrOVNXY3VHYkpUOW5XWQpWUjhPdVdqUklsRzR0RGtuM3BPTVY0 | |
|
|
739 | dU82aDBIUjhMdFZicnpOMVh4WkhOc0gxQXVpcGJpVUx3WXhEeXl1Q1NOK1JxMFdMVElGWEJaCmN3 | |
|
|
740 | NGJsMHRZOHliOUdKMWlnTW1SNEwxRHRCS2JPUjA1Z2RQZXJtN00vWG1MRVRSTFkrNUFVU0hxd2tE | |
|
|
741 | bTc5UlAwU0k5NFpMbTdCRVoKUVdKTUpZcU9jazI0SXc4aTlMZWMwZVk5Z05Md0J0RXlISW8zaVJT | |
|
|
742 | UVQ3MDA1ZzRDVkMvT0hzcWk0SmpyMWNiUUNpNXB6a2wzeHVIUgp2RVcwRE90Snp0RGxPck9LZ2ZL | |
|
|
743 | NFZOb05ycnNKNkVVY1N4aExyZXlVM1VGc2F5aGZsR2R6cEY3V3FYWWtMbWZPa1hlTklxUlpSNFhv | |
|
|
744 | Cmd5TGdqaU82REdxOEVENkJZNzZ1Yk13eHZNY2RuSlBHM0lHckZ5M1NFaTVsemw1eHNmUXhiNFYy | |
|
|
745 | MFVxc1JGRmdjalI0bDR0V1lqUHQKbmdsc2pOSlRHSXh0ZUJMTzN4aFB0VFJtQUh4VUV5MUhoOG1p | |
|
|
746 | UlU3RWRjeFpVZWgzcXhsams0NlNUVzdQaDBqOUxXY0FWTWJtdUd3QgpmVTlDK0FkM2MweDJ5Z1ln | |
|
|
747 | dWkySTlidHlaTkVpSitNeTVoeHpieDVCZXFyUm5Kd09RL1JwekJkRGJ1ZEFnR3Nhc3dkQmZNRzlI | |
|
|
748 | SktkCnNvSExSWXZlMlpaR1k1djhCdUZzWE1LY2ZmcjFKY0YzbzM1YVRnV0Z3eDNIZExuT3JKb2ky | |
|
|
749 | UkR0QVZ3U0xjWHVtUENqa0VsOEo0MVoKRmkzU0FMbzNaOFZrb3Y5SUU0Wm1uWmlGb3NEa0dGMnVN | |
|
|
750 | d1BzN3pXR0poZXNPR2ZFaDAxTVlTZmVvcVVJUnhZdDBnYTZOK2ZZeVNQdwoxMU9ONXR2MHU4N2NH | |
|
|
751 | SlJQWmJEckdiTUJMN1l5aGMzSTBMQ0VwbDY4dHoyVG1oYTUzaTRhdTMreG5qWnRHcEdSa2FTbXBu | |
|
|
752 | WThWbGRYCng3MzMza3Q4ZkR5VEprM2k0c1hMMldSVlZWWDQrUGlRa1pGQlJrWUdUejc1cEUzWDhr | |
|
|
753 | OU5JZGFrbzdDNS9tbVFwazlqVm8zQmJPb1YKTEZxRzNWRXdzWnNwYk1SUHRCU2htRlNGc05OcHpD | |
|
|
754 | dk5sc2JjUXpyendGLzk2bGVrcEtTUW1abkpzODgrUzJOam84Vng3RzdPanozMgpHS3RYcjc3bXNi | |
|
|
755 | bHo1eElmSDgrK2ZmdUlqWTFsM3J4NUhjOGxKU1d4YmRzMnRtM2J4bC8rOGhlcnI2TjRlZEV2c3hH | |
|
|
756 | RFh1TG1Bc05nCi9IRmRyak1ESEltK2pUcVBKdEV5N0lxQ2dRTk1vWkFBMFZLRVlsWjlPTHQzTk85 | |
|
|
757 | V3l0clU5cUF6RDd6OTl0dXBxS2hnOCtiTjFOZlgKczJ6Wk1vdmoyTjBxOHZMeU1KdXY3VDVjV2xy | |
|
|
758 | SzlPblQ4Zkx5WXRxMGFaU1VsUFQ0T3IybjVPRGJVdFhqY1p5Q29zRGtXUEE1STFwSgp0Mmp4ejZJ | |
|
|
759 | OHhOV2lNeFNPTW9VdmNiMXZBN1lRM3hMSm1ySnhiSkRWNU94R1p4NTQyMjIzWVRBWU1CZ00zSEhI | |
|
|
760 | SGF4ZGEva2J0RlBXCm5Ndkt5a2hPVGdZZ09UbVowdExTanVjT0hUcEVlbm82T1RrNVBQbmtrNlNs | |
|
|
761 | cFhVNlJzRlZQdy92SGNlSWRoMjFuTW9iQlZIclJLdm8KRnFyaVExbHNMQ2oxb3FYWWxUTk00alBj | |
|
|
762 | MjVCaUxpUXpmMGNLK25ramRjRzJRdGhlYVA5eHV5aXlWL2o5NVgvZFplSENoVHorK09NVwpqM09L | |
|
|
763 | T2F0cTV6RnVNVEV4SEQxNkZMUFp6S3BWcTNqNDRZZlpzYVB6cW16VHJ2cTU3NmdFbExhakRsRHFB | |
|
|
764 | QXhHU05zbldrVzMrVDc2CkxzNTYxWW1XWVZlYUdNL0h1Ry9CSGcvVmdPbkVVTjQrRUNkYWluM0lH | |
|
|
765 | SFA1M3hVV3o3TFB1TTkyL3ZDWWYvNjd3cXgwNjRkOC92bm4KQ1FnSTRQNzc3N2Q0ckZOV1FMT3lz | |
|
|
766 | cWlzckFTZ3NyS1NyS3dzQUR3OVBUdW0vM2ZlZVNjbWs0bjkrL2ZmZEN5RHR6ZGhxbzdDMERLeQp3 | |
|
|
767 | YmNISDdNQ2FmVWRRbG1ZYXhtendpZ1dFeTlhaGpBQ1ZDL083c3ZqNzY1aXpEcGk4ZUxGZlBIRkZ5 | |
|
|
768 | eGR1dFNxNDUxaXpqazVPUlFVCkZORFkyRWhCUVFHNXVia0FuRGx6aHJhMnkzVTl0MjdkU21Oakkw | |
|
|
769 | bEpTVGNkSzJSVUJxWjJIUmxHcGo3WGFsWEZneTF4L1hUL2pmZHEKUEVsbkFTN3dOYjZiUkxZSHNM | |
|
|
770 | VjhETVhmaDRxVzRuYXNYcjJhbDE1NmlSVXJWdUR0YlYwc3ZkM05lZXJVcVl3WU1ZSzllL2NTRnhm | |
|
|
771 | SApva1dMbURGakJrZU9IR0hBZ0FFY1AzNmNKNTU0QW9DaW9pTFMwdEpJVDAvbmhSZGVZUDc4K1Ji | |
|
|
772 | SGo0eXpISUtpR1pKU0lhUlN0SXB1CmNTYnliazU1NitoRDBBTGVKUEUyV1c3YlhpcitVZ1NmbG81 | |
|
|
773 | aGY2MTdod3c2Z3lzZStOMTMzeEVYRjBkQlFRRlBQLzAwRnk5ZTVOWmIKYjdVNmJGaFJ1MW9RMWhD | |
|
|
774 | S29yQWU4T3dWdzdDOEUvcHA3dnhnTnNTVldqNU9ZN1I1SjdPcWZ6enRlcm5QRnZBaW1tVk00TFNi | |
|
|
775 | VnBoTApxTy9Ed2kxcDd2UEJORnJwY3AvTFdoUkZRZDF1NWJIcFhlK3I5UVJkL2JVaWhpZnB4NWpE | |
|
|
776 | NDZDWC9veFp4Y0QydU1FdVk4d2VCTEdDCjhXNXB6SW9LWWFlSE1HOUx1dnNZc3d1aHE3OVloTjlC | |
|
|
777 | MFJLc1ozZ2ZuZDNkeTV3UHY1dmpMbEpBMzRnMzY1amtsaFhtdkZRajZwSGgKdkZ1WmhMdXVzZXNk | |
|
|
778 | M2RUV0NCeVdoaytMVHFJMGZBSWhhYk5vRlRiVDd0bUhUVkV0b21YWUJRVWpGZnlBN1c1WXlNaXMr | |
|
|
779 | ckNuY2poYgp6N2gzZ28zZTBjM2NMaUpGUnhzWnVlbmdvYittcDd2aXNtZzE2Q1FkM2dJbm1PU1dh | |
|
|
780 | ZGt4YmNHczNUSkdHck1Mb0p1WmMxajdOdEVTCnJNTmdoRUg2U3pxcENiMkxLbjk5aHYxZFR3TjNz | |
|
|
781 | Wnd3MFRLY1RrSnpERXUyREtPaFZUZHZhOGxOME0xZjBkaXVreEM2OUN6dzJ5UmEKaFUyMGUvUmlZ | |
|
|
782 | N1JvRmZZaW55WEVpaGJoZE9KcSt6RnYrMkRrK3JMcm9KdGxEZDJRV1NOYWdjM3NpUjFKaTFIL3pW | |
|
|
783 | bzl5V0FCQTNBMwpnNHEvbU1nQ2Fjd3VoelJuZTlJM0ZVTDFsWFJ5MFh3Yit3UDF2NXpoVFg4V01J | |
|
|
784 | eDJOM3RKSnpUSHNHQnJHdEtZWFEvM2VpVTdtaHhmCjBRcHNRalZGc0NtbWk5SmJPc0tMWGl3aGp5 | |
|
|
785 | WTNlem5IdFlheHVDd0xWUnF6UytKZXIyWkhFaGFydTZTVC9iM0cwbURTZCtpY0IyWSsKNVE3TzZX | |
|
|
786 | Zjd4QzVFdGdYeTBlWmNtdHJkTDduR1haRG1iQzlHSklKQjg1bndIVFFHamRaOVAwQWpQcXpsSGc3 | |
|
|
787 | alhtMlZ6S29QMzJ3Zgp5ZmtXOTB1dWNTZWtPZHNEN3dCSTJpSmFoZFZjN2djWUtGcEdqNmxrRWp2 | |
|
|
788 | Y0xNbkVYL1ZreDY2UkhLbVh6V2hkSFduTzlpQTNBenowCjB5bmtjTXp0MUhrMGk1YlJRL0w1QnYx | |
|
|
789 | L3dOaUNwMnJreE43aDdEcnZYdjl2ZDBXYWMwOVJEREJZUDBrbnpRSEQyV0hXOTNLR0Y1RzgKeXdE | |
|
|
790 | Uk1weUtRVlc0ZENTYjRsT3lGck83SU0yNXAyUmtnOTlKMFNxc1FqWDRVeEliZ1g1SyszV0d3aVp1 | |
|
|
791 | bzk3Tlhycitwekw0L0xETApaQXBKck1DOVh1R09JRk0vRmR5T1I0L25ncWRPTWkyN29JMXhsS0Nq | |
|
|
792 | T2l0MklQcjhRRDdZMjF1MERJbVRrZWJjRS9vT2h0RGRvbFZZCnhTVy9vV3dOMVYvMjR0VjRFY3NT | |
|
|
793 | RWtYTGNDcnhGeE1wMk9sZVN6aVN5MGh6N2duWitwakJxWW8zcFhFSnVsN09VREN5bGx0b2RxT1gK | |
|
|
794 | ck16K3N3MGZBMlJiMmIxRUQ3alBLOTNlaFBhQ1dIMGtuWnlLbXNCWnI0dWlaZlNJUm01enE5ck1N | |
|
|
795 | dnZQTmlKTkVMOFNTajhWclFTbQpUWnRHWkdRa3FhbXBIWS9WMWRWeDc3MzNFaDhmejZSSms3aDQw | |
|
|
796 | Zkw3VVpwemR4blJWeGRKSjYwK2d5Z0wxM2VqVm04U2VaYzQwVEtjCmhzeitzNDMrSm1BaGZGY2lX | |
|
|
797 | c2xsSG52c01WYXZYbjNOWTNQbnppVStQcDU5Ky9ZUkd4dkx2SG56TEk0anpiazdlQWRBUCswbm5h | |
|
|
798 | aVkKMkJxWGpLcmp5WmNCRDc0ZzMyMTY0TW5zUDl2SVV1RG9iRGgxV0xTU2Y1R1hsNGZaYkw3bXNk | |
|
|
799 | TFNVcVpQbjQ2WGx4ZlRwazJqcE1UeQpKNGw3dk9MdGpVNlNUczVHM3MzM1B2cWVOZGR3QjVYb3Z6 | |
|
|
800 | aVROY2pzUDl2SXI0ZXlXZENvZzVkNFdWa1p5Y25KQUNRbkoxTmFhbmxKCjFMMnF4ZGdEeFFDRDk0 | |
|
|
801 | dFdZWkUyNy82VVJPZzdiTTZMQVN6QVBXSjdaZmFmOVJpQjRWVlF0Tml4MTZuMzdMeks1THJTTnRh | |
|
|
802 | VlhkM08KN1pMRnNWVFY5aVZRaStiYzNOek1wNTkrU2xGUkVXKysrU2I3OXUzanUrKys0KzY3Nzdi | |
|
|
803 | NVlpNUJlcmJtTzUyb0dOZ1JtMGFiUWIraApjMGE4K1FjajNLSStzOHorczU1QUl5U3VoL1ZmT1A1 | |
|
|
804 | YVg2ZU02dnlKRk1qNThWVy92L21seGJHeXNyS29yS3drSXlPRHlzcEtzckt5CkxKNWo4WlgvKzkv | |
|
|
805 | L25xMWJ0MUpZV0FoQVRFd012LzN0YnkwTzdMSU0xZjUzcUF2aGQzSFVUNy9HREZETmVBN2lIdXV1 | |
|
|
806 | TXZ2UE91Sk0KRVBvUmJIZUNNZHVibkp3Y0Nnb0thR3hzcEtDZ2dOemNYSXZuV0RUbmI3LzlsdG16 | |
|
|
807 | WitQcGVmbU40dWZuMTYwcHVrdVFPQmhDSzBTcgp1Q250bnIzWkdOVW1Xa2FQOEdJd0h4RWhXb1pU | |
|
|
808 | aUQ0bnMvK3NZYkFSTHI0QmgzYUlWbUtacVZPbk1tTEVDUGJ1M1V0Y1hCeUxGaTFpCnhvd1pIRGx5 | |
|
|
809 | aEFFREJuRDgrSEdlZU9JSmkrTllYTllZTUdBQU5UWC9tb1Z0MnJTSmpJeU1ucW5YS3pwSU9xbUl5 | |
|
|
810 | NmJWb04rMlV5YjgKK0J2WnVFUGlSZnpGUk9idmt0bC9saGplQnB2L0RKZWFSQ3V4anZmZWU2L1R4 | |
|
|
811 | NWN2WDI3VE9CYk4rZW1ubjJiU3BFa2NPM2FNc1dQSApjdXJVS2Q1OTkxMmJMdUlTaFBhQ09HMG5u | |
|
|
812 | ZFNGak9lUXYzNk5HZUFJZDNMTURZcm5KelRITUY5bS8xa2sveHdVelJHdFFnd1d6VGtyCks0dHZ2 | |
|
|
813 | LzJXTFZ1MjBON2VidFZDdGtzeW9pOFlqb3RXMFNXcVJ6UWJZNHhBdThWanRZb0hRMWxCaUdnWkRr | |
|
|
814 | ZG0vMW5HVTRHaHU2SG8KQTlGS3hHRnh6Zm52Zi84N0Z5NWNZT2pRb1dSbFpYSGh3Z1UrL1ZRRE9a | |
|
|
815 | TE94TnNma3JhS1ZuRlR2b3ZObzhsb09hUkhxM2dReFB0awo0T296U1puOVo1bFFJL1JiQXh2ZDJK | |
|
|
816 | akJDbk9lTldzV3djSEJIYjhIQndjemMrWk1SMnJTSHJtWjRLbmQyaFQxd2Jld04xRGZ5eGw3CnVa | |
|
|
817 | UFR1TFpoaGNqc1A0djBOWUgzTzFDeFRyUVM4VmcwWjI5dmJ4b2FHanArYjJob3dHaDA3VGZSTlNn | |
|
|
818 | R0dIeEF0SW91VVUxaGJPeWwKNzR3eUk3bDhRWkJvR1E3RlgvV2tYR2IvM1pSTUE1eDZHWTVyUDhm | |
|
|
819 | TEtWaGNjNzcvL3Z1Wk1XTUdNMmJNUUZWVjVzMmJ4d01QUE9BTQpiZG9nUFF2OE5GSlJwUk1POXJx | |
|
|
820 | RkJwTisyMDU1RXNvN0RCWXR3NkhJN0QvTDVEVkQ4VXZRM2lwYWlYYXdhTTVQUHZra0gzNzRJWC80 | |
|
|
821 | Cnd4OVFWWlg3N3J2UHZjdzVVN3MxTkpvQzg2Z0lPb2VlMTJsM2NBYzFMcnljSWJQL2JvNEM1SjJB | |
|
|
822 | b2dXaWxXZ1BpK2JzNit2TG80OCsKeXFPUFB1b0VPUnFqenlBSTNTVmFSYWVvaGlBMnhZYUFvdWY2 | |
|
|
823 | R2ZrVUVpQmFoRVB4UDVYQkJ6TDdyMVA4REpCU0JrWC9FSzFFbTNScAp6czg4OHd5dnYvNDZFeWRP | |
|
|
824 | dk9FNVJWRllzV0tGUTRWcGdwd0F6VTVLai9TNmcxb1AvVzRDZWhISld5N2VRVHY2M0VBS1pQWmZw | |
|
|
825 | MFNiCndQOFQyS3o5eXJ2QzZOS2NIM25rRVFCKytjdGYzcEN1cmVpNDNaSFZoUGFDT0cydU5iZjRa | |
|
|
826 | MU51UG85bVB6a3M0dm9kdEdYMlg5ZWsKbU9ETWZOaDNWTFFTYmRPbE9ROGRPcFRXMWxZV0xGakFY | |
|
|
827 | Ly82VjJkcTBnWWFUVHBSRGI2VXhQWUNSYnRyNFpadzlRN2FNdnV2YTNKVQpLUDh6TkdrM01sVXoz | |
|
|
828 | SFRxWWpLWnFLcXE0dlRwMDg3U293MDBuSFR5ZmVTZG5QZlNyekY3RWVmU0hiUmw5bC9YNU5kQ3lm | |
|
|
829 | UFNtSzNGCjRvYmdvRUdEeU12TDQrNjc3eVk2K3ZMR2hxSW9QUGZjY3c0WEo0eWNUUEFzRXEzaUJs | |
|
|
830 | UlRKTnZDOUd2TWx6dG9qM1BaRHRveSs2OXoKVEFyazdJT2lwYUtWNkF1TDVod1RFOE1ERHp5QW9p | |
|
|
831 | aFdkWXpWUFlvQlVyV1pkUEo5eENoYURkcXZKOTBWcnR4QlcyYi9kVTZ3RVJJSwpvZmhyMFVyMHgw | |
|
|
832 | M04rZno1OCtUbTVwS2ZuNCt2YitjdFcxeU9ORzBtbmFqR1VNcERHaXdmcUZHOFNXU2hpM2JRbHRs | |
|
|
833 | L25aTmdBcFpCCitXN1JTdlJKbDk4dkZ5NWN5SkFoUTNqenpUZnAzNysvK3hRN0dxck5aWVBxOE5H | |
|
|
834 | MEdQVlpSTitWTzJqTDdML09TVFBDaGRmaHNEVG0KYnRQbHpQbWRkOTZodkx5Y2tKQVFEaDQ4eURQ | |
|
|
835 | UFBNT2tTWk9jcWMzNTlCbW95YVFUMVdobVc1aE9LbzEzZ3F0MjBEYW9DaTB5Kys4RwpSclpDeVo5 | |
|
|
836 | dWsrUVlBQUFnQUVsRVFWU2d0Vm0wRW4zVDVWU212cjZla0pETHRYVVRFeE01Zmx4N1lXVjJKenRR | |
|
|
837 | azlGUFo4TEgwR0xVClo5RUJMd2J3bm90MjBQWS9sY0VxbWYxM0RmbW5vZmdQMHBqdFFaY3o1NE1I | |
|
|
838 | RDE2VEhYajE3eTZaSVJnU284bE9KNm9oa0cxaExhSmwKZEFzajNxeHcwUTdhTXZ2dldyd1ZTQ3VI | |
|
|
839 | b3IrTFZ1STZkR25PMS9lNytvLy8rSStPbjIrV0lUaHQyalJXcmx4SlJFUUVPM2Z1QktDdQpybzZI | |
|
|
840 | SG5xSWJkdTJrWm1aeWRLbFMvSDM5d2RnenB3NXZQSEdHM2g0ZUxCZ3dRSkdqZXFpSGJtakdaRUV4 | |
|
|
841 | aE5pcm4wVHpvYVBvOG1vCno0M0Fhc1p6eUFVN2FNdnN2MnNKTjBIWVNpalpLRnFKZGxpNGNDR0xG | |
|
|
842 | aTJpdWJtWnZMdzhYbnZ0Tlp2SFVGUTd0OUpldDI0ZC92NysKUFBMSUl4M20vT0tMTDNMMDZGRmVm | |
|
|
843 | dmxsL3VNLy9vUGV2WHZ6eTEvK2t1cnFhdkx6OC9ueXl5ODVkT2dRdi9qRkw5aTY5Y2JrRDBWUgpV | |
|
|
844 | S2ZhVStWMWVQdkREQVU4dFJXbXBocjgrVHBsREEwbS9jMmN2VWpsZFlhanlYV2lIcERRSE1QOGto | |
|
|
845 | eVpaUEpQK3BtZzdtMzQvcEJvCkpWZnhyWEpEeVFsYlVSU0Y1ZXJ0VmgxN3IvTGxOZGM3ZCs0Y1E0 | |
|
|
846 | Y09aZGV1WGZqNCtIRDMzWGZ6ekRQUGNNY2RkOWlrd2U3Zk4vUHkKOGpDYnpkYzhWbHBheXZUcDAv | |
|
|
847 | SHk4bUxhdEdtVWxGd09WU3NwS1dIOCtQSEV4OGN6ZXZSb1ZGV2xyazZBUVdabmFzNllBYzZIamRP | |
|
|
848 | bApNWnZ3NDJNWDdLQXRzLyt1WlpnQ0oxN1NtREZyQUI4ZkgxUlZwYWFtaHNiR1Job2FHbTd3Ukd0 | |
|
|
849 | d3ltSmdXVmtaeWNuSkFDUW5KMU5hCmVubHR0NlNraEpTVWxJN2pCZ3dZMFBHYzAxQVVHS0s5cEJQ | |
|
|
850 | VjRNdjJNTHQrcVhFYVI3aVQ0NWJ6bTNSRmxNeit1NGI4QnRqeVBOVFgKaUZhaVBYeDhmSmc3ZHk2 | |
|
|
851 | OWUvY21LaXFLa1NOSGtwMmRiZk00VnIrRG1wcWE4UGJ1WG5hWExWOHh1bHJQbnJuelh6K1BpWUF4 | |
|
|
852 | a2QyUwpjaU1EMHNCdnU1MEdzeDhYemZsYzlORGZscmNYcVM3WFFUdFk5ZVpybWYwSGdCRVljUVNL | |
|
|
853 | Q2tRcnVZcnpoWENoME83RG51b2l5dWk3Cnd1L1pXL2c5QUowNTIrblRwNWt4WXdhN2QrL0diRFp6 | |
|
|
854 | Ly8zM3MzTGxTaVpNbUdEVDlTMmE4L2J0Mi9udGIzL0w3dDI3T1hUb0VOdTMKYjJmQmdnWDg1Uzkv | |
|
|
855 | c2ZvaVdWbFpWRlpXa3BHUlFXVmxKVmxaV1FEazVPU3daczJhanVQMjdOblQ4ZHoxekV5MStuSzJr | |
|
|
856 | YWpONUlFRAo1a0JBWC9XYUZZeXNaaGl1dEp6aHJacjRybktFelA0REFvM1F0eGpXclJhdDVEck1Z | |
|
|
857 | eTcvdTBMVkxMc00rd24zZFA3RW1ILyt1OEtzCktkYzhYVnBhU201dUxrbEpTY0RsVm45RlJVVTJt | |
|
|
858 | N1BGWlkwLy92R1B6SjQ5dTZNRGQzcDZPbXZYcnJYcElqazVPUlFVRk5EWTJFaEIKUVFHNXVia0Fa | |
|
|
859 | R2RuODhVWFgzRGt5QkVLQ3dzeEdBd0VCRGk1TTBiY0tlZGV6d3JhUFh0enhGZC9mUUhieU9NN0Y0 | |
|
|
860 | ck9NS2pRVUpYTgoxalBCbGc5MmNlSk1FUElCYk5PYU1XdVF2THc4Tm0vZXpMbHo1Mmh1Ym1iVnFs | |
|
|
861 | WGNmcnQxbTR0WFkzSG1mT0xFQ1FZUC9sY0R6dWJtCjVwdlcyWmc2ZFNwcjE2N2w3Tm16eE1YRjhm | |
|
|
862 | enp6ek5qeGd3ZWV1Z2hCZ3dZUUdabUpyTm56d1lnTWpLU0dUTm1NRzdjT0R3OVBaay8KZjc3Ti80 | |
|
|
863 | RWU0UjhDUWQ4NTk1cFdjTmFjb2J0NnpTWUMrQ3RKb21YWWxhRFQ2U3c3R2lWYWhuQ0dHT0hJSExo | |
|
|
864 | UUxWcUpQZ2dNRE9SMwp2L3Nka3lkUHBxR2hnZkhqeHpOMjdGaWJ4N0VZU2pkcjFpelMwOU9aT1hN | |
|
|
865 | bXk1Y3Y1NDAzM2lBb0tJamYvZTUzM1Jadkt3NExwY3NjCkRyZHBMeml6T0hrU1o3MzBGZHQ4am52 | |
|
|
866 | NUVOY3hzcmphZml6WTdxaTFOUDB3OGhLVXZLeXpqRDg3aGRMZHFmN05xbU5YS1ZONmZMM08Kc0xp | |
|
|
867 | czhjd3p6N0J0MnpiYTJ0cTQ4ODQ3Q1E0TzV1bW5uN2E3RUNIMDFsN20yaVcvVE4wWnN4ZHgvSTBJ | |
|
|
868 | MFRMc1JrSnpEQXUyRDdaOApvQXVqQVBtbm9QaVBPak5tRjhLaU8yM2N1SkdaTTJleVk4Y09LaW9x | |
|
|
869 | K08xdmY4dDc3NzNuREcyT0owWjdBWm9uelgxRlM3Q1piUzVVCmNhNVhxNWtsVzF4clU5TldmQTB3 | |
|
|
870 | YkJzVXpSV3R4TDJ4K0k3Nm4vLzVINzcrK2wrVnNsOTg4VVhYS0I4YUVROSsya3JYVmhVdjlnVHIK | |
|
|
871 | YTlic1NRWkYrSXVXWVJkQzIzMVp1WDA0RGEydUZhTnRDOUVtaUYwQlpjc3RIeXR4TEJaZmhTdFdy | |
|
|
872 | T0R1dSsvRzA5T1QxYXRYczJmUApIdGNvZXRRdkFUZ2lXc1UxTkFZT3A4bDRTYlFNcTFFdzhUbnBv | |
|
|
873 | bVhZQlYvVmcvS0tFWnhzY00xT0xkWXcwQVRWYzJHdkd4U2cxQU1XCnpUa3NMSXdWSzFad3l5MjNN | |
|
|
874 | R3pZTUQ3KytPT2JGajdTRFFuYVcwZzdhbzVBVDdITnJlU3ozd1ZDNTR5cXdvV0RPZXgwNDRMNXVl | |
|
|
875 | MncKN1FWbzF0Y1hONWVtUzNQMjkvZS94b1JiV2xvNGRPaFFoem5YMXRZNlJhQkRVQlNJMkNOYXhU | |
|
|
876 | V294bEQyQmVySG1EMElZcG1MZE5IMgovVDZUejQ2N3pvYW1yWXcrRDJ2bjBIbTZtMFFZWFpxelN6 | |
|
|
877 | ZHpUVWdCTDIzMXo2azE1OUN1NktlZy9rbkdVWXYrNjB6MHVwRE1XL3NTClJNc1FncGNDbVpXdzlu | |
|
|
878 | M1JTaVNkMGFVNTc5bXpoK1RrNUU1TGVBSmtabVk2VEpURFNRb1RyZUFHOXB2OUFIMVVrZkVtZ2Ir | |
|
|
879 | anZYdG8KS3dtTnNjemJrV0w1UUJja3pBZ1JYOERHOWFLVlNMcWlTM04rNVpWWFdMaHdJYzg5OTF5 | |
|
|
880 | bmE4emZmdnV0UTRVNWxEaHRtV0NiVnhMSApmUzZnbC9DdE12SjAzOTBrdGpXVXhWdUdvcGQ3Ymsr | |
|
|
881 | U1RGQmZBTHNQaWxZaXVSbGRtdlBDaFF0cGIyL25qMy84SXlOSGpuU21Kc2ZpCjVRdWhGYUpWWE1N | |
|
|
882 | Wjh4QlE5TEdNNU1GUWl2RVRMYU5IaExYN3NYeXJlNWIvSEtiQTdoZWhRY2RiUnU3Q1RhYy9Cb09C | |
|
|
883 | bi8zc1o4N1MKNGh5U1VrQkR6VkpWRkw0enQ0bVdZUlVLSmo1amlHZ1pQY0pmOWFSczUwaXFtMXl2 | |
|
|
884 | RzdnbDh1dGg4eXhwekhyQjRuZlRpUk1uTW1mTwpISDFIWjF4TkgyM04raTc1RCtPQ1o2Tm9HVmJS | |
|
|
885 | d2xoZDl3UTBxUWErMzUvTG5oclhTSnF4RnBNQ0l3OUIwVXRBdTJnMUVtdXhHT2Y4CjZxdXYwdERR | |
|
|
886 | d0hQUFBZZVB6K1dhdHJvT3BZdlZWbGJnU1hNZjlCRGI3RUV3UzlGM1ZJUEhpYUdzTzZuL2pVeGJD | |
|
|
887 | RFpDd2xvb1htUDUKV0ltMnNHak9MaFZTRnhnR2dmdEZxK2hBVlh5b0ROTEgvVDNHT0M3cU9IUXU2 | |
|
|
888 | dHhBRmgySUV5M0RxZlEyUWZ0Zm9ieFN0QkpKZDdDNApySEhMTGJkWTlaZ3U2TjlmVTV2empVRWph | |
|
|
889 | TkhRK25kWGVOT0hUM1FjT3BmUWtNQ2lYUU5FeTNBcTZVWTQ5eG9ja2Nhc1c3cWNPVi9wCkdudjY5 | |
|
|
890 | R25PblR2WDhYaDFkYldZRHRuMm9MZUduQms0YkE1RkQwc2FteGlKcGo3VmJDRHVVamh2YjgxQXIv | |
|
|
891 | cTd3NmdXMlBBaXRHdi8KYzE5eUU3bzA1L256NS9QNjY2OXo0c1FKaGc0ZDJ2RjRRa0lDeno3N3JG | |
|
|
892 | UEUyWjFvRFMxcG1DTFpINkI5WS9ZZ2kwMDZEWjJMYkEvZwpveTA1WEdyWGQweTJ0U2hBM2drb1dp | |
|
|
893 | QmFpY1FlZEduT3p6NzdMTTgrK3l4ejVzemg1ei8vdVRNMU9ZYW9QdUNybmZyTkY4eFpxRXFMCmFC | |
|
|
894 | azN4WUFuSzlCbk41QkExWXQxNVNQY3BtTzJ2d0dTUzZIb005RktKUGFpeXlsRldWa1pKMCtlN0RE | |
|
|
895 | bXp6Ly9uSWNmZnBpNWMrZlMKMEtERDBsWDl0TFVadE4rcy9kS1VUWXpoTUI2aVpkaU1wMnJrOEhm | |
|
|
896 | RE9WQ256eG0vclFRWUlPWWZzRmthczB2UnBUbi8rNy8vTzU2ZQpsMmNkKy9mdjU3SEhIdU9XVzI2 | |
|
|
897 | aHZMeWMzL3ptTjA0VGFEZml0Uk5MM09hZHpFa2ZiWWNpZWhMQ0J6b01uVk5VYUQrYXhhYnFFTkZT | |
|
|
898 | Cm5JSVJTTm9BZTh0RUs1RmNUWDE5UFQvKzhZL3AzNzgvQXdjT1pOT21UVGFQMGVXeVJsdGJHNkdo | |
|
|
899 | b1FETW1UT0hSeDk5bEVjZmZaU0gKSG5wSWYrbmNCaU5FYUdmYityUjVFS0R0VGRYRGpLTmVoL1V6 | |
|
|
900 | d3MrbThrNVZqR2daVGlQM0lCU3ZGcTFDY2oyLy8vM3ZpWStQWi83OAorWmhNSnVycjYyMGVvMHR6 | |
|
|
901 | TnB2Tk5EUTA0T3ZyeS9MbHkvbjQ0NDh2bjJBeTZTLzJ1VThLZU80U3JRSUFGUU43ek5yZVJ2ZW1M | |
|
|
902 | OHZSCjM4d3pvYjRQODNZbmlaYmhORWJYd05vbG9sVklPbVBObWpWczNMZ1JiKy9MeTVkQlFVRTJq | |
|
|
903 | OUhsMU9paGh4NGlOemVYVzIrOWxiNTkKKzVLVmxRWEF2bjM3Q0E0TzdxWmtRZlFORmEyZ2c1YUFi | |
|
|
904 | R285dExQRTBobkZqRUJ2b1dmeExaRXMzSktHM25SM2wrRnRzUFkxMFNvawpuWEhzMkRHYW1wcVlN | |
|
|
905 | V01HT1RrNXpKNDltNmFtSnB2SDZYTG0vSk9mL0lRSkV5YXdkKzllUm84ZTNmRzRxcXE4OGNZYjNW | |
|
|
906 | TXRpcml6Cm9oVjBjTUtjQUp3WExhTkxUT1JRaHE5b0dUWVIxUmJFZTF1eVhhWUR1Q1dHR0dIem41 | |
|
|
907 | R2RTeHpNOTlXZEJ4SFVGVy9oNG9iTzY5d0QKTkRVMXNYZnZYbDU2NlNWdXZmVldmdnJUbi9MaGh4 | |
|
|
908 | L3l5Q09QMkhSOVJWVlZ6ZitKRlVWQm5kck5rNzM5NGFrR01JcXYrS0lhL1BoaQpZRDR0Um0xV29U | |
|
|
909 | UGd4UXAreERFZFJXZ0VxOTVzMkRhV3d4ZDlSRXR4Q24xTWNQWTFxRDBqV29tRytWYWhwN2FtS0Fx | |
|
|
910 | c3RYS00wVGRlCkx5VWxoY3JLeS90Y3ExYXRZc21TSmJ6MzNuczJhWEQ5cVVaU3NpYU1HYUErYUlS | |
|
|
911 | bWpSbWdnYkc2TW1ZdjFjamV5aEZ1WTh5aFJtaDUKUnhxekh1alhyeDhsSlNXMHQ3ZXpjdVZLYnIz | |
|
|
912 | MVZwdkhjSDF6VHRUT1YvVERack5vQ1YzaVNSZ2ZFQ3RhaGsyMEh4M0dsak02Mi8vbwpKdDRLUks2 | |
|
|
913 | RzQvdEVLNUZZdzhzdnY4d3p6enhEWm1ZbTN0N2VQUERBQXphUFliRXFuZTZKT1NaYUFRRHRIakVj | |
|
|
914 | OE5kdXV2WkJ4dEtvCm82cHpDYzNSekt2cUpWcUdVMUNBSWR1aHRGaTBFb20xOU8vZnYxdXh6VmZq | |
|
|
915 | MmpQbjRFZ0kxRWFqdEF2bVlab05KUENtUDUraDNWbjkKOVhpcFJyN1luU1phaHRQSU93R2xuNGhX | |
|
|
916 | SVhFMnJtM08vZnRxeGhEM21iVzdsbHRFTHBxNVVWWVFkSFlnaCtxMHMxemxTUElhWkNFagpkOFcx | |
|
|
917 | emJtM2FBR1hhZlVaekNsdmJXWUVHaG5PVnZTem9SYlZGc1JmSy91S2x1RVVzb0IxTDR0V0lSR0Zh | |
|
|
918 | NXR6bERaMlQ2ck55YUlsCmRJb1JiLzdPUU5FeWJHTHZnWFJhVmRkKzJRS2ttR0RueThpZWYyNk02 | |
|
|
919 | NzdLWTVMQTU3Um9GYWdZMlJQY0xGcEdwOVF4bHBNNjJoTk8KYU9oTjhmZmF5ZlowRkwxTVVEMFht | |
|
|
920 | blJXSlVGaVgxelhuUHRwby9oTmMwQXVGejIwWjg2ZWhQT2hqa0xuQWxSUFB0NDFXTFFNaHhObwpC | |
|
|
921 | TThQNGV4eDBVcjBTWDZDdHFzOTJvTHJtbk84Tm1wT0h3L1JwZ0h1WXl4Tk92cnpxeWRUT2RQazJv | |
|
|
922 | WHpQUlRvVXdpSGRvaFdvajg4ClRTckRnNytuYUxGMnFrLzJGUDI4TzIzQmFJTHczYUpWb0JvQytT | |
|
|
923 | NndSclNNRy9CaUFLdlFUL0pHWEdzWUgrMlBGeTNENFF6YkErVmYKaTFhaFAwSURWZnJWSDJMako0 | |
|
|
924 | ZEZTN0Vycm1uT2lRUEJRL3pNK1dMd2NGb05XdHZSVVNqVVVlaWNTVlhZVUptT1h2UjJsOUhuWUtO | |
|
|
925 | dApwUmNrUUZKVU8xNDdkMU94UWZ6K2tyMXhVWFBXeHF6d2tObjJHcTZPeHNBSXl0RitpNndyUk5Y | |
|
|
926 | MFo5ZjVRTkV5SE1ySVM3QjJqbWdWCittTlluMHVjWExtTkV3ZGRjK2RVUDF2MXRxQ0JFcUh0bm5G | |
|
|
927 | VStaMUhTek0rSXo1OFJJcG9HVllUMnU3SDBncHRoaUhhaXd3RGJIcFIKdEFyOWtkK25ubldMZDZG | |
|
|
928 | cTdZdXBIWEU5Yy9ZSkJMUDQ5ZVp6d1ptZ2FLdW9mZzNqcU5aUi9ZenF3MmswdHVsSHI2MGttV0Qv | |
|
|
929 | LzBMYgpKZEZLOUlQUm9ESTg5Q3hGQlFkRVMzRTRycmVzMFQ4WkRPSkxWTzhOMGRhdDlTS0tEOUZH | |
|
|
930 | ZUtFMTlHN3F4WmRIbzBUTGNCZ1JKcmo0Ck50U2RFNjFFUHdUNnFxUzJIMkg5aDY1dnpPQ0tNK2Zl | |
|
|
931 | WHFJVmNNazNqVE5ldGpkMGRDUjdHRU9MVGo2TGZWUVRLeXVHaUpiaE1Qd00KRUx3YzloNFNyVVEv | |
|
|
932 | eEllM1k5aTFsKzI3dFJmOTVDajA4VzYxaFY1SFJTdmdsTG1mYUFuWDRNVkF2a0EvbTJwK1p3Wnlw | |
|
|
933 | RjQvOVQ1cwp3UUNrbE1MZU10Rks5RU5hUWlzMTM1UlQ1VWJHREs0MmN3NkpCdjhxb1JKVXhZTTl3 | |
|
|
934 | YlkzYzNRY0JyNG1DeTF0VE42TTZMWmczcWxNCkZDM0RZWXc0QXVzL0U2MUNQNHhNYkdUVGtsMjBY | |
|
|
935 | WExobmI4dWNLMlpzd1pLaERZSDVOSmdhaEVyNGlvVVJySkxKNkZ6aWdvVit6SmMKdGxIcjZJdXd2 | |
|
|
936 | a0MwQ24yZ0tDcjV2YzVUL1BZT3R6Um1jRFZ6VGhEZm4rOW9pSFkyM1V6NDhURURSTXV3bXZqNlJF | |
|
|
937 | cXE5VlAwM3haeQpWVmo3aW1nVitzRFBXMldvNTNHS2x1NFZMVVVvcnJXc0VTWDJqNmthZzlrYm9K | |
|
|
938 | MVdWT2NZeDJtZGhNNEZxZDY4djJ1UWFCa09ZYkFKCnR2NFJFQjlFcEhtaVExVDhEKzVuOHpZWnh1 | |
|
|
939 | TFVtZk95WmNzWVBYbzBnd1lONHEyMzNnSmc1c3laeE1iR2twR1JRVVpHQnF0WHIrN2UKNExIOXdW | |
|
|
940 | dHM4a2xkOEhEYU5CREdCK0JGREIraG4xQzBsaE9wWEdqUmJyZVk3aEp2Z3VOdlFJdTJRdDQxeWNE | |
|
|
941 | WU5pNXQyc2srRnpIbQp0clkyTWpJeW1EaHhZcmZPZDlyTXVhYW1obG16WnJGcDB5WThQRHdZTjI0 | |
|
|
942 | Yzk5OS9QNHFpOE54enovSGNjOC8xN0FMOW9nQ3hNK2VEClpuOUFHenZLRll6bWtrNVdyZUl2UlRE | |
|
|
943 | L2dEYXI5L1VFc3hINEs1dy9KVnFKOXNsTmJHYnJzaDIwTkxyTyt2THJyNy9Pd0lFRHFhdnIKWGhj | |
|
|
944 | a3A3MTdOMnpZUUdabUptYXpHWDkvZjhhT0hjdkdqUnNCVUZVN3pEYmp4T2JYdDN2MjVvaXZOcFkw | |
|
|
945 | dkJqTUdnSkV5N0FLRDlYQQoydDJ1VjlqSVM0R1lyK0NJNjFTd2RCaWpFMnJaOVBaMmx6TG1ZOGVP | |
|
|
946 | OGZubm4vUDQ0NDkzMjkrY1pzNzUrZm1VbHBaeTZOQWhUcDQ4CnllZWZmODZHRFJzQWVPT05OOGpO | |
|
|
947 | eldYMjdObmQrNVF4ZVVLWTJKVHRzK1lNVU1RYmpJS0JMeG1HWHN3dS9NSUE5dFQ0aTVaaGR6SjIK | |
|
|
948 | UVVXUmFCWGF4c3REWlhqUTk2eDFvUnJNVi9qRkwzN0JTeSs5aE1IUWZZdDEycktHbjU4ZnI3MzJH | |
|
|
949 | ai83MmMrb3Fha2hOVFVWYjI5dgpmdktUbi9ELy90Ly9vN2EybGwvOTZsZk1ueitmWC83eWx6ZWNQ | |
|
|
950 | M1BudjM0ZUV3RmpJcTk2c2xkZjhCRDdCejRTcUkyTk54T1pWQ0krClM5SWFBbFV2M3F2VVZzS09Q | |
|
|
951 | Y2l2aHFLUFJLdlFOZ25oN1hnZE9NREdMKzJ4dnJ6MW4vL3NUR0VYang4cWhLcXVub1RQUHZ1TWlJ | |
|
|
952 | Z0kKTWpJeUtDenMramhMS0twZDFoUnM1NEVISHVBLy8vTS95Y3pNN0hpc3ZMeWNKNTk4a3VMaTRt | |
|
|
953 | dU9WUlFGZGVwTkJzc2VDV09MYjNLQQpZMUVWSDFhbTV0R3VnY25xSGg2a1VDZExHcEZuQjdHNFFq | |
|
|
954 | K2hmdFl3cWhuVy8wbTBDbTB6UExHSkhSOVZVRi9iNnFBcjVQWjRxVlJSCkZCaHI1UmpmS3RkYzd6 | |
|
|
955 | ZS8rUTN2dnZzdUpwT0pwcVltYW10cm1USmxDa3VXTExGSmcxTjNqS3FycXdGWXMyWU5PM2Z1SkRN | |
|
|
956 | ems1TW4KVHdMUTJ0cktzbVhMdU91dXUyd2ZPRXhzUkdDcmI0b21qTm1UY0FyUnh4S0JuK3JCSi90 | |
|
|
957 | Y0t4TndtQUxGc3Z4bmwvaDRxb3dNUGMzRwp0OHNkYU16aWVlR0ZGemg2OUNpSERoM2kvZmZmWjl5 | |
|
|
958 | NGNUWWJNemc1enZtKysrNmp1cnFhZ0lBQUZpMWFCTUN2Zi8xcnRtL2ZqcWVuCkovbjUrY3lZTWNQ | |
|
|
959 | MmdVUEVkajI1Nk5zTEVOL0V0VVpIYTgxQk5VblV1RkRvM0FBVDdINFJWUEY1VUpxa2IxUTc2cTU5 | |
|
|
960 | Rk8vVXhxYTUKTTFHNnVSY2xiRm5ERml3dWEvd3NEdnpGRlR6YWwvQkRLb1BQQzd2K1pReDh4cU1j | |
|
|
961 | US91RzU2MmFXRmMyM21VYXRrYWJvSFUrbkJaZgpjMHVUak9yYlNObXlDcG9iblBYSkpYWlp3MTdv | |
|
|
962 | UDBQUXd4dDh4YjRyanZ1SkwzVGt5V0JkR0ROQVdGMml5eGh6b0FGOFA0WUQwcGh2CndOOWJaYkRu | |
|
|
963 | OTZ4LzY0aG9LYnBFSDFrS055TXFRZWovb3Qwamxsb1A4ZWxmM3pGUXRBU3I4RlFOZkxZM1NiUU11 | |
|
|
964 | MkJTSUhFZEhOZ3UKV29uMlNPN1ZodmxBSlp1V1MyUHVMdnFmT1VlRkNyMThrNi80VURBUGduV1Rk | |
|
|
965 | QkpWMzRlVERmcW9rbWVKbkgxUS9KVm9GZG9qdjA4OQpHNWJ1cHJYRmRaSktSS0IvY3c0VCsxVyt4 | |
|
|
966 | aThFNkY1NnByMW9ZSmd1eW15YVZJVXY5b3IvTUxNSG95L0EycVdpVldpTFlIK1ZmcTBuCktDbzRK | |
|
|
967 | bHFLUzZEOWQ3UWxRc1F1S1p6eUZYOEwxeEluV29KVjlHcE1vT3FpcjJnWlBXWkVHNng5VGJRS2JU | |
|
|
968 | RTRyZzN2blJXVXJaTEcKYkMvMFAzTU9FbGRWUmxVOE9lRWpkdGJzUlFyNzBmN21ta0dGYi9mMUZ5 | |
|
|
969 | Mmp4NlFab2VTUG9sVm9pOUc5NjFqM2JpWHRyWm9QL05JVgo0cWQ5UGNIa0NYN2lOaHphZkpKcE5Z | |
|
|
970 | aGRWenVJUG1vZ3h6ZkY4WjNPYTJna211RFFxOUIyU2JRU2JSQVdxSkpoT01MYVJidWxNVHNBCmZa | |
|
|
971 | dHpWTUxsS1prZ0x2cUtYVTR3NGMrWDZLTnpTUEVCZmFkcGh4bWhhVEhVdWthcDRSNlRudEFLbTNl | |
|
|
972 | eTdldVRvcVc0TFBvMjU4Z3cKb1pjLzZ5ZDJKbmlKWVRUcjRFL1l1em1HSGVmMDAvMzdlbndORUxZ | |
|
|
973 | U1R1d1hyVVE4Qm9QSzZMZ2F0cit6aFRQSHhZZVF1akw2WG5NTwpGN3ZXZXNKWGJNcDJNUWxDcjI4 | |
|
|
974 | dG13L3FkOWFzQUFNM3crWk5vcFdJSjhxc0VuNzZNR3VYeU80QnprRDcwNjZiRVNJdU0wODFSWExl | |
|
|
975 | Cm8xN1k5YjNwcTR1dTJna3RrWlNkMXNmU1MyZU1PZ2FiVjRoV0laNWhmVnBvV2xmT3puWFNtSjJG | |
|
|
976 | dm1mT1FkWENMdDNzMjE5b2NmMWoKREJGMmJWdllkVGhadElSdWsxOFBSVytKVmlFV0Q1UEs4SWp6 | |
|
|
977 | RkJYc0V5M0Y3ZER2ek5sb0FyL0R3aTUvd1M5QzJMV05lTE1hc1ptUgoxaERYR3NiNms5clgyUms1 | |
|
|
978 | UU5Fcm9sV0lKUzZzbmFTYWd4VDlWUnF6Q1BScnpwRUpZQlFYeGxidEs2N3ppY3BRTHFLTnppczM0 | |
|
|
979 | K0FSCmZjNmFCNWxnKzR1QUcyY2Y1eVkyYy82cmNpcEx6NGlXNHJibzJKekRoVjFheFNnMCthUU03 | |
|
|
980 | UmVwNzlWcVpzMHhjWCtqN2hKbmdwUC8KQjgxaVM0UUx3OHREWlZURUdUYTl2WjJMRjFwRXkzRnI5 | |
|
|
981 | THZtSENHdVQxNmJ6d0JhakdLcXFuc1JSeGsrUXE1dEN5ZVBKNk9Yd3Y5WApDRGFDNFQwNDk3MW9K | |
|
|
982 | V0pJakd6SFVMbWY5VitLcmswdUFUMmJzMWxjR0Z1RGJ3SWd4cHpQa0liV1RTK3FMWWhGaDZORXk3 | |
|
|
983 | QUpUd1ZpCnY0WmRGYUtWaUdGa1loTmJQNmlnOGFMcnRvL1NHem8yNTlQQ0xuM09OeEFRTTd2WWl2 | |
|
|
984 | YVhDczZmSElEV1AwQ3VKN01DTmhXS1Z1RjgKL0x4VmhuaFhVL3gybFdncGt1dlFwemtiakVJak5V | |
|
|
985 | NzRpU211NEVrSWxScnZkaExSN3MrU2c3MUV5N0NKL05OUTlLRm9GYzZuZjB3Ygp6VnYzc2JHeVJy | |
|
|
986 | UVVTU2ZvYzBNd0loNk1ZcjUrcVVZelp6ekZiQWEyMFIrdHowZ2JUdzFBMWJqR3F4blZBa1Z2aWxi | |
|
|
987 | aGZQSVNHNmo2CisxWU9TMk8yTzBlUEhtWHMyTEVNR2pTSU1XUEdzR3pac202Tm84K1pjMVFFY0Vq | |
|
|
988 | SXBadDlVNFFsbnh3alZzaDFyU1ZFOWVXRC9mcW8KTFEwd1ZJRU5MNHBXNFZ3Q2ZWVlNsSk9zZTFz | |
|
|
989 | MlBYUVVIaDRldlBycXE2U25wM1BtekJteXM3T1pPSEVpQVFHMmRTdlM1OHc1WEZ5awpScTFmcExC | |
|
|
990 | cmJ5WkkyTFd0UVQzZG4xWlZIeStwL2lhb2ZBWGEzV2ovYTJCc0d3RjdkbFB5bVRSbVJ4SVZGVVY2 | |
|
|
991 | ZWpvQVlXRmhEQm8wCmlNMmJOOXM4amo1bnpxSGlDdXFlOXZVRW5GOVR3NHRZam12NHp4V2tldlAz | |
|
|
992 | dmZvb3hCUmxnZ3NMb0tGV3RCTG5rZC9uSXNYdlZ0SjIKeVkwemEyekVhRVVXa3NyTmM1WDI3OTlQ | |
|
|
993 | UlVVRjJkblpObDlmdSsvMm14RWtKbXRKUmVHNDcwVWgxMjVDMngyclBjLzJvNmxkKzFtTApBUWJ3 | |
|
|
994 | L3p2c2Q1T20wQ0VCS24yYWpsRlVjRUswRk4zUnRxZXE4eWVhTjBGTGljWHo2K3JxK09FUGY4aXJy | |
|
|
995 | NzZLbjUrZnpkZlhuemtyCkJ2QVhFNm5SN3QyUEpxT1lXZnRCdEJzMzdLOTY4cmU5ZlVUTHNJZ1JT | |
|
|
996 | Tm9BMjdhS1Z1SWMwaEphK2Y2YlNyWWNjZE4weDU1eXNxdHcKM2I3Ly9IZUZPVGNjY2VuU0phWk1t | |
|
|
997 | Y0xERHovTXZmZmUyNjNMNjgrY3crUEFKTWFjRzN6N2NQbUxqTE14VUlKMld6ejVuMCtpdmxYNwpM | |
|
|
998 | NlhjQTFDOFdyUUt4Nk1vS3ZueGRSUXRxVVNWcXhoT1IxVlZwaytmenVEQmczbjIyV2U3UFk0K2Rt | |
|
|
999 | K3VKa3JjaHR4NVh6RWJjdDRrClVxdlJRa2UrcWdlZjdPMXIrVURCakw0QXhlK0tWdUY0SW9KVmhy | |
|
|
1000 | UWZadTFpYWN5aUtDNHVadW5TcFh6enpUZGtaR1NRa1pIQjZ0VzIKendxMFA5MjVubkJ4QmVaUCtv | |
|
|
1001 | bDV0ZGRxdU5DUnVTYVJDeTNhVG93WjNnWnJYeE90d3ZGazlyNUUxZWU3S1Q4bHJnbUZCRWFOR2tW | |
|
|
1002 | NwplOCs5UW4vbUhDb28rY1FReUNtdkdrUWtnZXhCWE8zb20rR2xHbG14VjlzYmxXbEdLUHVUYUJX | |
|
|
1003 | T0p6K3VocUpGZTBUTGtOZ1IvUzFyCm1NOEt1V3lMb09RVEExNXMxbWdWdXNpTGZhaHVFaGR6Ym9r | |
|
|
1004 | K0pqajBPclNLYmZYb2NFYjNycU5vaVRSbVYwTmY1cXdvNEY4bDVOSjEKZnRGQ3J1dEJmMW8wK0dj | |
|
|
1005 | eXFRWlc3dTBuV2thWGhCbWhaVEhVdW5pdCtCR0pUYXhkdEZ1MERJa0QwTjY3L21hRXhZSkp6RFRv | |
|
|
1006 | aksrWQpHZUlaalhiWTd0V1F3TEY2YmM3b2ZRd1EvamtjM3k5YWlXTkpUMmlsWk1sTzBUSWtEa0pm | |
|
|
1007 | NWh3bEx0YjNtSytZVHR1N05OZ3IwS0FxCmZMVzN2MmdabmFJQWc3ZEE1VWJSU2h4THYraDI5bis2 | |
|
|
1008 | VTJiOHVURDZNdWR3WHlHWGJmZnNRNFBKK1MxN1BBaWtITzJ0NmNZM3huT2cKenZhTUoyY3c2amlV | |
|
|
1009 | TFJldHdyRkVtVlZxMTFmSU5sSXVqcjdNV1ZCTmpVWS9VUkVKMml0YXI2aXc5b0EyWjgzNURiQnVv | |
|
|
1010 | V2dWamlYUQpWOFZ2L3o1T3lhdy9sMGRmNWh3c3B2dkllZDlnSWRjOWdmYktieVkweDdMN3ZHMmxE | |
|
|
1011 | NTFCTmxEMHNtZ1Zqc1hEcE5Lbi9qQUhkc2dlCmYrNkF2c3c1UUV6YTl2ZCtJbEsyWVF0aVBoUnV4 | |
|
|
1012 | cVlEQTBSTHVJR0JKaWgva1p1WEIzTUJodm1kb3J6d2xHZ1pFaWVoSDNNTzdRVWUKenY4cXB4cDhP | |
|
|
1013 | ZW50L05xU1hrUlNwYkdXVkFuTlVXdzdxNjJhMG5FbU9QVVhhSGJ4Yi9tall5K3c4Vk54cmRra3pr | |
|
|
1014 | Yy81aXdvVXFQVgpaeUNxZ0dYZkZyUzNybHRlbFN4YXdqVUVHY0g0SHB4MThXcVllWWtOckgzM085 | |
|
|
1015 | RXlKRTVHUCtZY0xpWTZvTTR2UnNoMUR5TW02YVVyCjRpOUZzUEZVaUdnWjE5Q3ZCS29xUkt0d0xO | |
|
|
1016 | bDlXbGhYSUdPWjNSSDltSE5vbTVETG52RVZrV2loVUVxZ2dPdDJ6WGVIdGJYV25HYUUKelorSlZ1 | |
|
|
1017 | RllCc1cxVWY3K0RqRlZhaVhDMFk4NW04WHNVQi8zZGY1aXBqZTlPYU9oRXFHeHJhRVVuZ2dUTGVN | |
|
|
1018 | YUxuMGhXb0ZqU1Fodgo1OFRxWFRRM2lKbVVTTVNqSDNNT2NINWZvWGJQT09vOG5KOHVmbEZqSlVL | |
|
|
1019 | UEhOVld2SFVXc0h1OWFCV09JelJBcFgzN0hzNVh5OUtmCjdveCt6Tm5UK2IzN21uekZGUGJaajdp | |
|
|
1020 | R0F0Y1QweGJNRjBlMW8wY0J6bjBxV29YajhQRlVpVGgxa0tONzYwUkxrUWhHUCtZc2dBdSsKenQ4 | |
|
|
1021 | QVV6QlJncGcwOWM2b1BxNnRXZlB3Tmppd1hiUUt4MkF3cUF4U2psTlo0dUtsOUNSV0ljMzVKcHp5 | |
|
|
1022 | ZGI0cGVkS2ZSbzJzTjBlMgpCL0NQS2pIUktwMWhVdUR3KzZKVk9JNFJZV2ZadlBxNGFCa1NqU0RO | |
|
|
1023 | dVF0VXhZdmpQczVQUGpsUGI2ZGZzeXZxVG1wczF0d0l4L2VKClZ1RVlSdmV1WS8wSEIwVExrR2dJ | |
|
|
1024 | cDVyenNtWExHRDE2TklNR0RlS3R0OTRDb0s2dWpudnZ2WmY0K0hnbVRackV4WXZPWDF2dWpGYWYK | |
|
|
1025 | Rk5vTjNZOWgybGw0cmx2blZTQXVLdUpzNGE2T244UGEvZmowUUt3d0xkZmpZNERLNnh1MG5pOFVJ | |
|
|
1026 | YVZuZEtKWit3WHp0NG9Xb0R1Swppb3BJU1VtaFg3OSt2UEhHRzkwYXcybm1YRk5UdzZ4WnMvajAw | |
|
|
1027 | MDhwS1NsaHdZSUYxTlRVTUhmdVhPTGo0OW0zYngreHNiSE1temZQCldaSnVTcjF2ejR4cFY2SHRv | |
|
|
1028 | WDhtL05nbXNFVG91Y0ovWlhSY3F1NVBtNGErV0dWZGdEUFhmK08vVUNoQ1NzKzRUck0rQ3VaTGM3 | |
|
|
1029 | YVYKWjU1NWh2bno1N05telJyZWZQTk56cHl4ZlIvQmFlKytEUnMya0ptWmlkbHN4dC9mbjdGang3 | |
|
|
1030 | Sng0MFpLUzB1WlBuMDZYbDVlVEpzMgpqYlYwbm1NQUFBa0xTVVJCVkpLU0VtZEp1aWxuL1p5ZmtX | |
|
|
1031 | aGdBTzBhTUVTejZzUGY5bXVuQTB1UUViWXZGcTNDL3NpQythNUpUVTBOCkFQbjUrU1FrSkhENzdi | |
|
|
1032 | ZDN5OWVjMW4wN1B6K2ZwNTU2aWtPSER1SHQ3YzNubjMrT2w1Y1haV1ZsSkNkZnJ0bVFuSnhNYVds | |
|
|
1033 | cDV3UDQKWkRwTEtnQjF2dEVFOWFBTGlUZm5DY0syT3REbkdFeVN3RXAwWi9FbWlXQjhMaVNTNml2 | |
|
|
1034 | K1ErSUt5V2RoVHloYy8rYzRXUXZSMm0xagoyQ2xYTkh0N3FQaFdIU0lnMFlRVDM0YmQ0dVJKRDZL | |
|
|
1035 | anRSTkJaSW10ZHByb0J3VlozcGkvZEVtbDRibzh0YXM5RFdEZ3dJRnMyclNKCkNSTW0ySFI5cDcw | |
|
|
1036 | cS9QejhlTzIxMS9qWnozNUdUVTBOcWFtcGVIbDVvYXJXcmVzcUE1ejkxYXJuMTFzOHE4ekdNLzdT | |
|
|
1037 | NDJ2MmxOSloKUzBSTHVJR2IvU1ZPYnBubE5CMzJRcGVhVDg0VkxjSHAxTlJrV1hXY3Y3Ky9RNjd2 | |
|
|
1038 | MUkvc2lSTW5NbkhpUkFBZWVPQUJ4bzhmejlhdApXNm1zckNRakk0UEt5a3F5c202OElkWWF1RVFp | |
|
|
1039 | a2RpRG5uaE9WbFlXdi9yVnJ6cCtyNmlvWVB6NDhUYVA0OVR2cnRYVjFRQ3NXYk9HClhidDJrWm1a | |
|
|
1040 | U1U1T0RnVUZCVFEyTmxKUVVFQnVicTR6SlVra0VvbGRDUXE2WFBPOHFLaUlxcW9xdnZycUszSnlj | |
|
|
1041 | bXdlUjFHZE9DM04KejgrbnVycWFnSUFBM256elRiS3pzNm1ycStPaGh4NWkyN1p0WkdabXNuVHBV | |
|
|
1042 | b2Q5VFpCSUpCSm5zSGJ0V3A1NDRna3VYYnJFejMvKwpjMzcrODUvYlBvZ3FrTFZyMTZySnljbHFV | |
|
|
1043 | bEtTT21mT25CdWVyNnlzVkhOemMxVXZMeS8xNVpkZnR1bGNSOUVUelFrSkNXcHFhcXFhCm5wNnVa | |
|
|
1044 | bVZsT1V1eVJjMUxseTVWaHd3Wm9nNFpNa1NkT25XcSt0MTMzMWw5cnRiMGF2VWVmL3JwcCtxUUlV | |
|
|
1045 | UFV0TFEwOWE2NzdsSkwKUzB1dFBsZUxta1hjWjJ2dlUybHBxV28wR3RXUFAvN1k1bk8xaEZCelRr | |
|
|
1046 | OVBWOWV1WGF0V1ZWV3BBd1lNVUUrZlBuM044OVhWMVdwWgpXWm42MjkvKzlnYWpzM1N1RmpYMzd0 | |
|
|
1047 | MWJQWHYyckZOMFhvMGx6UnMyYkZBdlhMaWdxcXFxTGw2OFdIM29vWWVzUGxkcmVyVjZqeTllCnZO | |
|
|
1048 | anhjMkZob1pxWGwyZjF1VnJVTE9JK1czT2ZXbHRiMWJGang2b1RKa3k0eHB4RjNlT2VJQ3hleXBw | |
|
|
1049 | WXdQRHdjSVlORzRhSGg0Zk4KNTJwTjh4VlVKMjl1V3FONStQRGhIZXRrRXlaTVlPM2F0VmFmcXlX | |
|
|
1050 | OVY5RGlQZmE3S202K3BxWUdiMjl2cTgvVm11WXJPUE0rVzN1ZgozbmpqRGU2Nzd6N0N3OE50UGxk | |
|
|
1051 | ckNEUG5ybUlCSFgxdVQranBkUlZGWWR5NGNVeWFOSWtWSzFZNFF1SU4yS3A1d1lJRkhSRTFJdTV6 | |
|
|
1052 | ClQvU0N0dS94SjU5OFF1L2V2WmsyYlJvTEZ5NjA2Vnd0YUY2d1lFSEg0ODYrejlib1BYNzhPTXVY | |
|
|
1053 | TDJmR2pCa2RHcTA5VjR0b08vcmQKeFNndUxpWTZPcHJLeWtvbVRweElkblkyVVlJYTEzYkdtalZy | |
|
|
1054 | V0xwMEtSczJiQkF0eFNvNjA2dmxleng1OG1RbVQ1N01CeDk4d0tSSgprOWkyYlp0b1NSYTVXdlBr | |
|
|
1055 | eVpNN05HdnhQai83N0xQOCtjOS9SbEVVMU10THRrTDE5QlJoTStlc3JDejI3Tm5UOFh0RlJZWFZZ | |
|
|
1056 | WFE5Ck9iY245UFM2MGRHWG03YW1wS1J3enozMzhJOS8vTVB1R3EvSFdzMDdkdXpnaVNlZVlNV0tG | |
|
|
1057 | UVFIQjl0MHJsYjBncmJ2OFJWKytNTWYKY3VMRUNSb2JHeGsyYkpndVhzdFhhd2JuMzJkcjlHN1pz | |
|
|
1058 | b1VISG5pQVBuMzY4TGUvL1kwbm4zeVNGU3RXQ1BPTEhpTnl3ZnZLSXYyaApRNGR1dWtqLys5Ly92 | |
|
|
1059 | c3NOUVV2bjJwdnVhcTZ2cjFkcmEydFZWYjI4YVRodzRFRDF5SkVqbXRCOCtQQmhOU2twU2QyMGFa | |
|
|
1060 | UE41MnBKCnI1YnY4Zjc5KzlYMjluWlZWVlYxNWNxVjZwMTMzbW4xdVZyVExPbysyM0tmSG4zMFVm | |
|
|
1061 | VnZmL3RidDg3VkNrTE51YkN3VUUxT1RsYjcKOXUycnZ2NzY2NnFxcXVxOGVmUFVlZlBtcWFxcXFp | |
|
|
1062 | ZFBubFJqWTJQVndNQkFOVGc0V0kyTGkxUHI2dXE2UEZmTG1nOGNPS0NtcGFXcAphV2xwNnJoeDQ5 | |
|
|
1063 | UzMzMzViTTVxblQ1K3Vob1NFcU9ucDZUZUVSb200ejkzVnErVjdQSHYyYkhYUW9FRnFlbnE2K3Ro | |
|
|
1064 | amo2azdkKzY4CjZibGExaXpxUGx2U2V6WFhtN09vZTl3VG5KcUVJcEZJSkJMcjBFN3BNWWxFSXBG | |
|
|
1065 | MElNMVpJcEZJTklnMFo0bEVJdEVnMHB3bEVvbEUKZzBoemxqaWNjZVBHOGVXWFgxN3oyR3V2dmNh | |
|
|
1066 | VFR6N1o2Zkc5ZS9mbTNMbWJOOGg5NFlVWHJ2bDk1TWlSQUZSVlZaR2FtZ3JBNXMyYgplZWFaWjRE | |
|
|
1067 | TFZjSTJidHpZTGYwU2lRaWtPVXNjenRTcFUzbi8vZmV2ZWV5RER6N2d3UWNmN1BUNEsybTNOK05Q | |
|
|
1068 | Zi9yVE5iOFhGeGZmCmNNeXdZY040L2ZYWEFmajIyMjkxay9rb2tZQTBaNGtUbURKbENpdFhycVMx | |
|
|
1069 | dFJXNFBMczljZUlFTFMwdDNIWFhYWXdjT1pLMzNucXIKMDNNblQ1N00wS0ZER1RkdUhKOTg4Z2tB | |
|
|
1070 | Ly9WZi8wVmpZeU1aR1JrOC9QRERRT2V0Z2dvTEM1azRjU0tIRHg5bS92ejV2UHJxcTJSbQpackor | |
|
|
1071 | L1hvU0V4TTc5TlRXMXBLWW1FaGJXNXNqL3ZzU1NiZVF0VFVrRGlja0pJVHM3R3crLy94ejdybm5I | |
|
|
1072 | dDUvLzMzdXUrOCsvdjNmCi81M1ZxMWNUR2hySytQSGpHVGx5SkNrcEtkZWNXMUJRZ05sc3ByYTJs | |
|
|
1073 | akZqeGpCNThtVCsvT2MvOCthYmIxNVRtK0ptcysyRWhBU2UKZU9JSkFnSUNlTzY1NXdBWU0yWU1L | |
|
|
1074 | MWV1NU41NzcrWDk5OTlueXBRcEdJMldHM3BLSk01Q3pwd2xUdUhxcFkwUFB2aUFLVk9ta0pLUwpR | |
|
|
1075 | bEpTRW1hem1mdnV1Ni9UNm1idnYvOCt0OXh5Q3lOSGp1VGd3WVBzM0xtelc5ZFhyeXVFOC9qamo3 | |
|
|
1076 | Tm8wU0lBRmk5ZXpHT1BQZGF0CmNTVVNSeUhOV2VJVTdybm5IcjcrK211MmJkdEdRMFBERFROZFZW | |
|
|
1077 | VnZlT3pnd1lQTW5UdVhqejc2aUowN2Q5S25UeC9PbnovZnJldGYKUC9hSUVTT29xcXFpc0xDUXRy | |
|
|
1078 | WTJCZzRjMksxeEpSSkhJYzFaNGhUOC9mMFpPM1lzanozMkdBOCsrQ0M1dWJuczJiT0hBd2NPY1A3 | |
|
|
1079 | OAplVDc1NUJQdXVlZWVhODQ1Y2VJRTRlSGhoSVNFVUZ4Y1RIbDVlY2R6NGVIaE5EUTBXSDM5aElR | |
|
|
1080 | RVRwOCtmYzFqanp6eUNELzYwWStZCk5tMWF6LzV6RW9rRGtPWXNjUnBUcDA1bDU4NmRUSjA2RlVW | |
|
|
1081 | Um1EOS9QazgvL1RRVEpreGcrdlRwSFFYUnI4eHlSNDBhUlVKQ0Fpa3AKS2J6MjJtdmNldXV0SFdN | |
|
|
1082 | OS9mVFQ1T1hsZFd3SVhqMHo3dXpuMjIrL25jMmJONU9Sa2RFUjJmSGdndzl5L3Z4NXBrNmQ2dGov | |
|
|
1083 | dUVUUwpEV1RoSTRuYnNtelpNcjc5OXR1T3JpUVNpWmFRMFJvU3QrVHBwNSttdUxpWXp6NzdUTFFV | |
|
|
1084 | aWFSVDVNeFpJcEZJTkloY2M1WklKQklOCklzMVpJcEZJTklnMFo0bEVJdEVnMHB3bEVvbEVnMGh6 | |
|
|
1085 | bGtna0VnM3kvemRhT0krQ1VUQUtSc0VnQkFEUHVEZDBmV0ZIWGdBQUFBQkoKUlU1RXJrSmdnZz09 | |
|
|
1086 | Cg== | |
|
|
1087 | </png> | |
|
|
1088 | </output> | |
|
|
1089 | </outputs> | |
|
|
1090 | </codecell> | |
|
|
1091 | <markdowncell> | |
|
|
1092 | <source>Plot the value of the European put in (volatility, strike) space.</source> | |
|
|
1093 | </markdowncell> | |
|
|
1094 | <codecell> | |
|
|
1095 | <input>plt.contourf(sigma_mesh, strike_mesh, prices['eput']) | |
|
|
1096 | plt.axis('tight') | |
|
|
1097 | plt.colorbar() | |
|
|
1098 | plt.title("European Put") | |
|
|
1099 | plt.xlabel("Volatility") | |
|
|
1100 | plt.ylabel("Strike Price")</input> | |
|
|
1101 | <language>python</language> | |
|
|
1102 | <prompt_number>14</prompt_number> | |
|
|
1103 | <collapsed>0</collapsed> | |
|
|
1104 | <outputs> | |
|
|
1105 | <output> | |
|
|
1106 | <output_type>pyout</output_type> | |
|
|
1107 | <text>&lt;matplotlib.text.Text at 0x32ee190&gt;</text> | |
|
|
1108 | <prompt_number>14</prompt_number> | |
|
|
1109 | </output> | |
|
|
1110 | <output> | |
|
|
1111 | <output_type>display_data</output_type> | |
|
|
1112 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVhFQUFBRVpDQVlBQUFCaElCV1RBQUFBQkhOQ1NWUUlD | |
|
|
1113 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6czNYbDgx | |
|
|
1114 | Tlc5Ly9IWGQ3SnZaQ0dRaFd3UVFnaVFrQUJKMkxLd2lDQWlJSWdFCmhWWXNJbmlMRnRIYi91eTEy | |
|
|
1115 | R3U5MTdiWGlwU3lxRkJiaTNWSEJBRkJEV0hMbnJCbVljdENOaElnK3pxWitmMFJpQ0RaTTVudlRM | |
|
|
1116 | N24KK1hqazhTQXozL2wrUHduSk8yZk9PZDl6SksxV3EwVVFCRUV3U2lxNUN4QUVRUkI2VG9TNElB | |
|
|
1117 | aUNFUk1oTGdpQ1lNUkVpQXVDSUJneApFZUtDSUFoR1RJUzRJQWlDRVJNaExuVEl4OGNIYTJ0cjdP | |
|
|
1118 | enNXai9XclZzbmQxbDlLam82R2lzcksrenM3QWdNREdURGhnM2N2SG16CjA5ZkZ4c2JpNmVtcGh3 | |
|
|
1119 | b0Y0VWNpeElVT1NaTEV2bjM3cUtxcWF2MTQ1NTEzdW4wZXJWYUxzZHlTSUVrU1c3WnNvYXFxaWkr | |
|
|
1120 | KytJTFkKMkZoMjdOZ2hkMW1DMENZUjRrS1BiZHk0a2VYTGw3ZCtucE9UZzBxbFFxUFJBQzB0Mmpm | |
|
|
1121 | ZWVJTlpzMlpoYjIvUDFhdFh5YzdPWnQyNgpkWGg1ZWZIODg4OXo4ZUxGMXRkSFIwZnpoei84Z2Vu | |
|
|
1122 | VHArUGg0Y0gvL3UvL1VsTlQwL3I4NWN1WGVmbmxsL0gyOW1iVnFsVmN1SENoCjlibGR1M1l4YXRR | |
|
|
1123 | b0hCd2NXTEJnQVY5Ly9YWHJjN0d4c1hoNGVMQmp4dzZHRFJ2R2xDbFRPSERnUUplK1JqOC9QeFl0 | |
|
|
1124 | V3NUKy9mc0IKVUtsVVhMbHlwZlg1bi8vODUvelhmLzBYdGJXMXpKa3poOExDUXV6czdCZ3dZQURG | |
|
|
1125 | eGNYZC9JNEtRdmVKRUJjNjFWNExXcEtrVGwrNwpaY3NXbm4vK2VXN2V2SW1ucHllelpzM0N4Y1dG | |
|
|
1126 | dExRMDNOemNtRFZyMWozSC8vV3ZmK1ZYdi9vVlI0OGU1Y2lSSTd6Kyt1c0FORGMzCk0zbnlaRWFO | |
|
|
1127 | R3NXNWMrZUlpSWpnd1FjZmJIMmRpNHNMKy9mdnA3UzBsS1ZMbC9MNDQ0OVRXMXZiK3Z6MTY5ZEpU | |
|
|
1128 | MDhuSVNHQnA1NTYKaW1lZWVhWkxYM05XVmhhZmZmWVpDeGN1YlBkN0lFa1MxdGJXSER4NEVIZDNk | |
|
|
1129 | NnFxcXFpc3JNVFYxYlhUNzQ4ZzlKWUljYUZEV3EyVwpCUXNXNE9qbzJQcngvdnZ2dHo3WEVVbVNt | |
|
|
1130 | RDE3Tm5QbnpzWFUxSlJ6NTg3UjJOaklLNis4d3NDQkEvbjFyMzlOVTFNVGFXbHByYTk1CjRJRUht | |
|
|
1131 | RGR2SHI2K3Zyejg4c3ZzMjdjUGdPKy8vNTZ4WThmeTg1Ly9IRHM3TzFhc1dJR3pzek5KU1VrQVBQ | |
|
|
1132 | VFFRd3dkT2hRek16T1cKTGwzSytQSGo3Mmx0YXpRYWZ2Lzczek5vMENCKy92T2ZVMTVlVGxaV1Zy | |
|
|
1133 | dGY4N3AxNjNCMGRPVEpKNTlrN3R5NS9PSVh2K2p3ZTlTVgo3NGNnOUFWVHVRc1FESnNrU1h6MTFW | |
|
|
1134 | ZE1uejY5emVjNkV4NGUzdnJ2RXlkT01HN2N1SHVlbnpCaEFzZVBIeWNrSkFSSmtnZ09EbTU5Ckxp | |
|
|
1135 | UWtoUFBuejFOZFhjMlJJMGM0ZHV3WWpvNk9yYytyMVdyaTR1SUlEUTNsK1BIamJObXloWk1uVDFK | |
|
|
1136 | UlVVRmRYUjFuenB4aDBhSkYKQUxpNXVlSHM3QXlBcWFrcHpzN09GQlFVNE8vdjMrYlh0WG56Wmxh | |
|
|
1137 | dVhObnAxeWNJY2hNdGNhSEhoZ3daUWtsSlNldm5kN2VvN3pBMQovYkdkTUhYcVZGSlRVKzk1UGlV | |
|
|
1138 | bGhZaUlDS0NsSlh2M09WSlRVeGs5ZWpTMnRyWk1uejZkNk9ob2J0MjYxZnBSVlZYRml5KytpRmFy | |
|
|
1139 | ClpmWHExVVJGUlpHYW1rcDVlVGxoWVdGOTBqSjJkM2UvcDY4N05UVzE5WStaaVltSmFJMExlaWRD | |
|
|
1140 | WE9oVWU4RTBmZnAwNHVQalNVMU4KSlNzcml5MWJ0blQ0MnVEZ1lNek56Zm1mLy9rZnlzcksrT01m | |
|
|
1141 | LzRpcHFlazlyZS92dnZ1Ty9mdjNjK1hLRmY3ODV6OHpiOTQ4QUdiTwpuTW5aczJmNXh6Lyt3YTFi | |
|
|
1142 | dDZpdnJ5YzJOcGFDZ2dJYUd4c3BMUzNGeGNVRlMwdExkdTNhUlVKQ1FwOTh6VE5tekdEWHJsMlVs | |
|
|
1143 | NWZ6Ci92dnZrNW1aMmZyYzJMRmpLU3NybzZpb3FGZlhGb1R1RUNFdWRHcmV2SG4zekJPLzAwVXhi | |
|
|
1144 | Tmd3Tm03Y3lKSWxTNGlKaWVFWHYvakYKZlYwc1AvMzg0TUdERkJRVUVCSVNRbjUrUGdjUEhyem4y | |
|
|
1145 | T2VlZTQ2MzNucUxpSWdJcGsyYnhpdXZ2QUswdEhKalkyUEp5c3BpL1BqeAplSGw1OFgvLzkzOW90 | |
|
|
1146 | Vm9zTEN6WXRHa1R2Ly85N3hrK2ZEakp5Y2tzWGJxMHd6bzYwOTd4di83MXJ5a3ZMMmZreUpHa3Bx | |
|
|
1147 | YmVjNTBCCkF3Ync4c3N2RXhrWmlaT1RrNWlkSXVpRkpOWVRGd3pGdEduVFdMNTh1ZWlMRm9SdUVD | |
|
|
1148 | MXh3YUNJTm9VZ2RJOEljY0dnZExmYlF4Q1UKVG5TbkNJSWdHREdkdDhSWHJseUppNHNMZ1lHQnJZ | |
|
|
1149 | OTkrdW1uakI0OUdoTVRrL3VtbUwzenpqdjQrZmt4YXRRb2poOC9ydXR5QkVFUQo5Q28vUDU5cDA2 | |
|
|
1150 | WXhldlJvb3FPajJiMTdOd0JWVlZYTW56OGZMeTh2Rml4WVFIVjFkWnV2ajR1TEl5QWdBRDgvUHpa | |
|
|
1151 | djN0ejVCYlU2CkZoY1hwMDFOVGRXT0dUT205YkdNakF4dFZsYVdOam82V3B1U2t0TDZlRWxKaWRi | |
|
|
1152 | ZjMxK2JtNXVyalkyTjFZYUVoT2k2SEVFUUJMMHEKS2lyU3BxV2xhYlZhcmJhMHRGUTdkT2hRYldW | |
|
|
1153 | bHBmYk5OOS9VL3NkLy9JZTJ2cjVlKzl4enoybi85S2MvdGZuNjRPQmc3ZEdqUjdVNQpPVGxhZjM5 | |
|
|
1154 | L2JXbHBhWWZYMDNsTFBDSWk0cDY3NmdCR2poekppQkVqN2pzMklTR0IyYk5uNCtYbFJWUlVGRnF0 | |
|
|
1155 | bHFxcUtsMlhKQWlDCm9EZXVycTZ0OXo0NE96c3pldlJva3BLU1NFeE01T21ubjhiQ3dvS1ZLMWUy | |
|
|
1156 | ZVM5RFJVVUZBSkdSa1hoN2V6TnIxcXhPNzNtUWRXQXoKTVRHUmdJQ0Excy85L2YxSlRFeVVzU0pC | |
|
|
1157 | RUFUZHVYVHBFdWZQbnljc0xJeWtwQ1JHamh3SnREUnMyOHE2dTQ4QkdEVnFGUEh4OFIxZQpROWEx | |
|
|
1158 | VTdSdGpLbTJOVHRCekZnUUJLRTcyc3FXN2hnZ1NYUzFUOERXMXJiTkhvU3FxaW9lZi94eC92S1h2 | |
|
|
1159 | MkJyYTl0bjAyZGxEZkh3CjhIQ09IRG5TK25sbVppYWhvYUZ0SGp0SCs3bSt5dEtKaXhzL1p0Ykdo | |
|
|
1160 | VHhDUEExa3lGMU9sM3kwOFRJeEczMzc3UHltR2hWVGlsVFkKbDMyamsvTnQzQVlibjlYSnFmU21T | |
|
|
1161 | elhYdXNCUmJ6aGpHTzlLTjU2RmpZR2RIOWVaV290aG5EOVlRMk54U2VjSDk4SlVIWnlqQ3VqcQpO | |
|
|
1162 | SXVwYlF4UU5qVTFzV2pSSXBZdlg4NzgrZk1CQ0EwTkpTTWpnNUNRRURJeU10ck11dERRVUY1NjZh | |
|
|
1163 | WFd6OCtmUDgvczJiTTd2TDdlCnUxUHUvbXNVRmhiR29VT0h5TXZMSXpZMkZwVktoWjJkbmI1TDZq | |
|
|
1164 | TlhNV2NURWR4a0FTWll5bDJPN05RcURVZUhxTW55V1lMV3hFbnUKY2d5WGRRbk1Ub1JsNFdBL1NP | |
|
|
1165 | NXFkTWE2NFFxQkQ1cGdPZFJiN2xMNmxGYXI1ZW1ubjJiTW1ERzg4TUlMclkrSGg0ZXpjK2RPNnVy | |
|
|
1166 | cQoyTGx6SnhNblRyenZ0ZmIyOWtETERKV2NuQndPSHo1OHowcWdiZEY1aU1mRXhEQjU4bVN5c3JM | |
|
|
1167 | dzlQUms1ODZkN05tekIwOVBUK0xqCjQ1azdkeTV6NXN3QldoYnlYN05tRGRPblQyZnQyclZzMnJS | |
|
|
1168 | SjErVVlBSWxQY0dFL3k3QmdsTnpGR0lRcyszS08raytsMFdhQzNLVVkKTGdud1RJQ25HbUNTTHRx | |
|
|
1169 | V2hzR3lzWkRBcWRYWUJOdy8wYUcvT0hIaUJCOSsrQ0hmZi84OUlTRWhoSVNFY1BEZ1FkYXNXVU5l | |
|
|
1170 | WGg3KwovdjRVRkJUdzdMTXRiOGtLQ3d1Wk8zZHU2K3ZmZnZ0dFZxOWV6Y3laTTFtN2RtM3JFc3J0 | |
|
|
1171 | TVlxYmZTUkpNcnJ1bEJ1eDV4Z1lQZVluCmoycDVqT3NNNWhETjFNbFNWMGZPeHQ0a01GcVBMV1F0 | |
|
|
1172 | VEx4dXc2RGl2VWcwZC92bHNja1FiV1IvQjNwY2M4bFkrT1lXWE0vVGVVMmQKaVMyQmFCZmRubE90 | |
|
|
1173 | c2lNanc0ZksxTE82UFRFdDNTbTlqVFZKa3JyZW5hS0Q2L1dHQ0hFWitOREVmT0pwNEVMbkJ5dUFk | |
|
|
1174 | NDA5Z2JrbgpVVFVWeUYyS1lWT2JRL29rK09FNGFMci9SOC9RTkVzV1pPVUZjdXQ0c2s3UHE3UVFG | |
|
|
1175 | MnVueUNBSE16WXhsUnNzd0FRcnVjdVJYYTVOCkJVZEdCRk5uSHlWM0tZYk50QkVtSElWZitJTDN5 | |
|
|
1176 | TTZQTjNBbTJnWkdlcWJpL01Ba3VVc3hhaUxFWlNQeEtTN3NKd1lMUnN0ZGpPenEKVFpzNDdHMU92 | |
|
|
1177 | c2RqYUNVeENOd2h4MnhZa2dVUFI0SzVjVGNDVkdnWU1mQVVidk1pNUM3RmFJa1FsMWxMcTN3S1pT | |
|
|
1178 | d1VyWEpKSW0xZwpCWWtqNXRKczJYOEh2blJDcFlYUmNiQnFJSXdNa2J1YVhwRWtHR3B6RE04bDRw | |
|
|
1179 | MVlUNGdRTndnU256R1lmY1Jnd1U4SFE1V254TEtLClEzN0RxQnc0Uis1U0RKL3ROWGdrRGVaRnls | |
|
|
1180 | MUpyMGdTZUprY1plZ1Rva1hlWFNMRURVZ3VabXhpc21pVjB6S25QTmFqbVlzK1M5Q2EKT01oZGpt | |
|
|
1181 | R1RnRkZ4OE5oa2tJejdWOXBkYzR3Ukt5YUJpWW5jcFJnTjQvNGY3NWRhV3VWN1Jhc2NnQXo3Y282 | |
|
|
1182 | TmlLTEpacHpjcFJpKwpZU2NoWmdLWW1zdGRTYThNYWpwRndQSVFWSlppYktRclJJZ2JxUHpicmZK | |
|
|
1183 | U0hsVjhxN3pjdkk2RHZzNlV1U3hFSzM1a08rYVpDRStPCkFnc2J1U3ZwRmFlR1pFYkYrR0V5WUlE | |
|
|
1184 | Y3BSZzg4UnRoMENRK1o5RHRWcmtPRnE4d1lsb0pUcnJXY05aM0VSb3pkN25MTVd3dTZiRGMKRzZ6 | |
|
|
1185 | dDVhNmtWK3pyenpKbWtTdG1nenErWTFIcFJJZ2JnWlpXK1NTdTh5Z21XTXRkanF4eWJDdjRmc1E0 | |
|
|
1186 | NmdlSUFiQU9EYndBS3dZWgovZG9ydHZYWkJENWtoWVhuRUxsTE1WZ2l4STJHeEJjTVloOUxzY0Jm | |
|
|
1187 | N21Ka1ZXdmF5TGMrbGkxenlsWDlaOEUwbmJPL0JFOWF3a0RqCkRrQ3J4bndDbzV1dzh1dTdGVGFO | |
|
|
1188 | bVFoeEk1T0xHWnVKcEk0NVNFcis3N3M5cC95WS8zUWE3TVFkZisyeXpZZGxhbkFiSm5jbHZXS2gK | |
|
|
1189 | dms1Z2VCbTJRV0lSdVo5U2NBb1lMdzBxUHNDTEpKN0VBbGU1eTVGVnVYa2RoNGJha3VNcHBpSzJ5 | |
|
|
1190 | N29FbHR3Qzc0RE9qelZnWnMwVgpqQW04aXYxRTQ3NjVTZGRFaUJ1eFpLeDRuNGN4WWJMY3BjaExr | |
|
|
1191 | ampqVkU2c2Y2VG9LMitQNVMxWWxBZCtZK1d1cEZkTU5IV01HbnFXCmdkTTZYbU5iU1VTSUc3bHFU | |
|
|
1192 | TmhDSUxrc3dSVGpubGJXVzFWbTlYenJZOGxsNzhmUm1neVV1eHpEWTFZRGoyVEFHQ05idi9jblZL | |
|
|
1193 | angKZDBuQTVhSCtzODU2YjRnUTd5Y080TWdlSHNjQzQzN0wzR3VTeEhtSFczdy9jaksxRHRQbHJz | |
|
|
1194 | YndtRGJDN0ZTWVlOempDSklFdmdPTwpNK1JSc2Q2S0NQRis1QnBtYkdZcU5UeUVoTEp2VzY0eGJl | |
|
|
1195 | Q0l0Mm5MVm5DbU90N1J3TmlaYUdEYUtaaGkzRjFQa2dRK0ZrZnhYbXJjCjY4YjBsZ2p4ZmthRGlu | |
|
|
1196 | L2lTVHhQWUlHYjNPWElMc3Urbk1NakoxRHRORXZ1VWd5TENwaHlER1lZZjB2V1E0cGorUElwb0ZK | |
|
|
1197 | bW5DbnoKcTFhQU5LeDRqNGRSTVVYdVVtUlhiOUxFOTU1d1lkZ1NOR2JHUFdkYXB5UmFOcGw0eVBo | |
|
|
1198 | YnNpN3FFNHhjUGdISjNMalhqZWtKbzltZQpiYkZtTHpWU2s5eWxHS1habERPYy9haXBscnNVMlpr | |
|
|
1199 | M216SzVTTXVBR3dma0xzV3daRStGUFNmQThPT2dRK1VXd1RqK1BWM1c3ZGxXCnJsekovdjM3R1R4 | |
|
|
1200 | NE1HZlB0dXdodW5UcFVyS3lzbHBxTEMvSHdjR0J0TFMwKzg3bDQrUERnQUVETURFeHdjek1qTVRF | |
|
|
1201 | eE01ck5aWVEKSDVKVXk3ekFkSEl0aXVRdXh5aDUwTVFpc2E5bks1OXFlOGJrSjZGcXpKRzdGTU9S | |
|
|
1202 | T3hFK1RZWm10ZHlWOUlyMGtieDdiQjQ3ZGd4YgpXMXRXckZqUkd1SjMyN0JoQXc0T0R2ejJ0Nys5 | |
|
|
1203 | NzdtaFE0ZVNrcEtDazFQWE55dzNtdTZVZ2xvcnRpVk14S29nRkZ1dDh0NHk5ZGExCjIvdDZWdk13 | |
|
|
1204 | RXFaeWx5TzdITnNLRHZvSGNHdlFQTEV5NGgzZThiQnNMSmlKSldCN0l5SWlBa2RIeHphZjAycTFm | |
|
|
1205 | UExKSjhURXhMVDcKK3U3K0FUS3luMTZKTHk1N2NqeGxKdDROWWlXNzdwUDRrQ0djWkJrV2lPK2ZX | |
|
|
1206 | dFhNTWZjRzBvY3ZvdGxpdU56bEdBYjNGRmp1QjVaaQpUWnErY096WU1WeGNYUEQxYlhzZEdFbVNt | |
|
|
1207 | RDU5T2dzV0xHRHYzcjFkT3FkUk5zbUthaTNabGhET2dtRUZtQTlKcDBwcWxMc2tvM0lhCkt5NHhs | |
|
|
1208 | eFZrb3VXWTNPWElMdCttZ3NJUnZvU1hqR0hnOWErUmFKYTdKSGtOT2dzci9HRjNLVlRmbExzYTJV | |
|
|
1209 | eHBwN0VjV3dLeDErOTYKNEZ6WHovblJSeCt4Yk5teWRwOC9jZUlFYm01dVpHUmtNRy9lUE1MQ3du | |
|
|
1210 | QjE3WGhwRGFQcEUrZG8yMlc2V3RXek1QQTBPWllGZXE2cQpmNWhGT1NQNEJqVlZjcGRpRU56ckJo | |
|
|
1211 | Q2NkeDdUK2d5NVM1RmY1VkQ0ZHgzY0twYTdrbTdSVlorNHR2MGVqMDZ2bDVPVHc3eDU4KzdwCkUx | |
|
|
1212 | ZXIxWGg0ZUpDYW1vcTdlK2Z2aE5ldlgwOUFRQUNyVnEzcThEZ2o2MDY1WDNHZEpWc1R3ekhQRDhO | |
|
|
1213 | T2F5RjNPVWJuV3h6NG5DVmkKSzdqYkNxMHFPVGpDayt1dWo2S1ZGRDcyTXVBcVBLR0N3VjV5VjlJ | |
|
|
1214 | dkhEbHloSUNBZ0hZRHZMYTJscXFxbHNaVWFXa3BodzRkWXZicwoyWjJlMStoRC9JNnZybnB3Tkdr | |
|
|
1215 | bVB2VWVjcGRpZElvd1pST1RxV1NlR1BRRU5CTEV1MVNUTU9KaDFOWkJjcGNqTDV0Q2lLa0JEeis1 | |
|
|
1216 | Ckt6RWFNVEV4VEo0OG1lenNiRHc5UGRtMWF4Y0FIMy84OFgwRG1vV0ZoY3lkT3hlQTR1SmlJaUlp | |
|
|
1217 | Q0E0T1p1blNwYno0NG90NGVucDIKZWoyajcwNXB5enlmQXF3OTA2bVVHdnF3cXY0cGlIcW04UjBO | |
|
|
1218 | WEpPN0ZNT2doZEN5QWJnVzdVUFMxc3Rkalh3YUI4QlhubkRsdk55VgpkTW9RdWxQMHFkKzB4Ty8y | |
|
|
1219 | ZGM0UXZrK2FpVTlkNTMvRmhIdWR3WklkekFhTS95NCtuWkFnYVZBbEovM24wR1JqM0t2LzlZcDVK | |
|
|
1220 | U3k4CkFpUEZXdDZHcGwrR09FQnB2UVZiazBKUjVVN0VYaXZtdlhaSEhTWnNJNEJMeEdDRzJHMGM0 | |
|
|
1221 | SVpGRFFkOEhiazI1REcwS2x1NXk1R0gKYVIwOGZCYUN4VnJlaHFUZmh2Z2QrM1BkT1pJMEU1ODZN | |
|
|
1222 | VGpUWFVjWXdLYzhoZ1dCY3BkaUdDU0pWT2NLanZ2UG9NRnVvdHpWeU1ORQpEUThrUXJoWWs4ZFE5 | |
|
|
1223 | UHNRQnlpck4yZHIwZ1NrM0VtaVZkNU54Wml5aVVsVThBZ3F6T1F1eHlEY01xL2owRkE3Y2oyWG9G | |
|
|
1224 | WFp5MTJPCi9xbTBFSFVDSWtXWG15RlFSSWpmOFUydUc5OG16TVNuMWx2dVVveU14RWU0Y1pRbnNF | |
|
|
1225 | Q01Nd0FnU1p4Mkt1Zm95R2pxQnlod2h4a0oKbUJnSER4ci9VcmJHVGxFaERuQ3owWnl0eWVQUjVr | |
|
|
1226 | ekdRYlRLdStVOEZteG5ObHFpNVM3RllGU2ExZkd0anhXWHZSNUhhOUwxUll2NgpCUWtJUGdxUEdQ | |
|
|
1227 | Zm1Fc1pPY1NGK3g4RThWdzZLVm5tMzFhTmlPLzVrc3d3ekZOaVYwQlpKNHJ6akxYN3duMEt0d3pT | |
|
|
1228 | NXE5Ry9nR093CmVBcElpbzBUV1NuNnUzN3JkcXU4K2Vwa0hMVldjcGRqVkw3SGpuK3pHSE1VZmpQ | |
|
|
1229 | TVhhck5HamppYlVhMnorUEsyeExPOXdURVRBQVQKTVc2aWI0b084VHUrelhmbG00U1plTmY2eUYy | |
|
|
1230 | S1VTbkZsSGVZeUMzbW8wTGh0NmpmSmRQK0ZvZjlKMUR0K0lEY3BlaVhaeUk4T1FZcwpyT1d1UkZG | |
|
|
1231 | RWlOOVczbWpHdHVSeHFLOU1FYTN5YnBINEdGZCtZQmtXaUs2cE8rcE5tL2plU3lKanFNSzJoSE5O | |
|
|
1232 | Z3llSGdyWG9hdE1YCkVlSS9jZmlhQy9zVFp1SmRNMVR1VW94S0JoWnNZeFlhRk5nbjNJR0xBOG81 | |
|
|
1233 | N0QrV3lvRno1QzVGZjV6UHcvSkJNTUJaN2tvVVFZUjQKR3lvYXpkaVdFa0xqbGFrNGFjVmJ3NjVx | |
|
|
1234 | UU1VT1JwREpNc3hvZTJjVEpXb3dVUlByMGN4WjN5Vm96Qlh5YnNYaEVqeHBCUU1WOUM1RQpKaUxF | |
|
|
1235 | Ty9EZHRjRjhIVDhENzVwaGNwZGlWR0t4NDk4c3doeXh6c2JkcnRxVzgrMklVZHh5ZmhndGt0emw5 | |
|
|
1236 | RDI3ZkZpbUJsZnhycll2CmlSRHZSR1dUR2R0U2dxbS9GTUZBaldpVmQxVXBKcnhES0RkWWdBcXh6 | |
|
|
1237 | dnNkalNiTkhCdlN5T25oaTJtMmFIdUxybjdGdWdRZUx3ZnYKa1hKWDBtK0pFTytpSHdvSHNTZCtK | |
|
|
1238 | dDdWb2xYZWRSS2Y0c0wzeEdDSmo5ekZHSlE4bXdvT2pmRGp4dUQ1YURHUnU1eStaWGtMSHIwRwpm | |
|
|
1239 | bUk2YWw4UUlkNE4xV3BUdHFVR1Uzc3Bnb0VhRzduTE1ScVpXUEEzSHFDWkdYS1hZbERVS2cwbjNP | |
|
|
1240 | cEk4VnRJczJVL2I2bWFWOE1qCldUQmF3Y3Y1OWhFUjRqMXd0SEFRWDhiUHdLdktGOG5ndDlRd0RJ | |
|
|
1241 | Mm9lSmZoWE9BSnpGSFk3ZW1kS0xTdTVJQ2ZONld1QzlGSy9maG0KR2RNR21KTUc0eWZKWFVtL0lr | |
|
|
1242 | SzhoMnJVcG14UEcwdjFwVWljUmF1OHkrS3c1VU1XaWtIUG45Q290Snh5cVNISjd4SFVWdjE0NlYr | |
|
|
1243 | VApacGgrQ2lZcmNOR3dQcUx6RUYrNWNpVXVMaTRFQnY3NGcxaFZWY1g4K2ZQeDh2Sml3WUlGVkZk | |
|
|
1244 | WEF5MDdRbHRaV1JFU0VrSklTQWhyCjE2N1ZkVGw5THE3SW1jL2paK0JaTlZ5MHlydm9KcWE4UXlo | |
|
|
1245 | bExCU0RuajlSYkZYRkFUODNpdDBXb1pYNjZRSnRLbURxY1pndWxyTFYKQloySCtGTlBQY1hCZ3dm | |
|
|
1246 | dmVXenIxcTE0ZVhseDhlSkZQRHc4MkxadFcrdHp3NGNQSnkwdGpiUzBOUDcydDcvcHVoeTlxRldi | |
|
|
1247 | c2lNdAppSXFMVVF6U0tIVFhsMjZUK0l6QkhHRVpsb2pCNHJ0cEpVZ2NYTVVwL3prMDJZeVR1NXkr | |
|
|
1248 | SVFHaGNmQlEvMXZLdHEyRzdNYU5HL0h3CjhHaHRzUDQwSSsrSWk0c2pJQ0FBUHo4L05tL2UzS1hy | |
|
|
1249 | NlR6RUl5SWljSFM4OTBhUHhNUkVubjc2YVN3c0xGaTVjaVVKQ1FtNnZxeEIKT0ZFOGtFOVB6Y0N6 | |
|
|
1250 | MGcrVmFKVjNTVGJtYkdFR1Rjd0VKY3lkN29ZeWl4b08rQTZrWU1oamFGWDl0TXN1OENnc2pBQ3Av | |
|
|
1251 | L3pmdDlXUQpsU1NKOWV2WHR6WllaOCtlM2Vacm4zLytlYlp2Mzg2UkkwZllzbVVMWldWbG5WNVBM | |
|
|
1252 | MzNpU1VsSmpCelpNdm8rY3VSSUVoTVRXNSs3CmV2VXF3Y0hCckY2OW10T25UK3VqbkQ1VjEyekNq | |
|
|
1253 | dlJBYm1WSE0xaGpKM2M1UnFFSkZlL2p5MW1XWWM1QXVjc3hMSkpFaW5NRngvMGYKb05FMlRPNXEr | |
|
|
1254 | c2FJWTdCa0lxajZ4MVRMdGhxeUFGcHR4eTI3aW9vS0FDSWpJL0gyOW1iV3JGbGRhdkNhOXF6TTdt | |
|
|
1255 | bXZlSGQzZC9Mego4M0YwZE9UQWdRTXNYNzZjTTJmT3RIMlNYUnQvL0hkd05JUkU2N3BNblRwWjRr | |
|
|
1256 | UnE2WFNXQjJaUU9PQWlHdEZoM3FrVDJKTEJRbUk0ClN6UDk4OTFhVDkweXIrWGdNSHVDYno2R1or | |
|
|
1257 | RitKRTJ0M0NYcGxzOHBlR0k4ZkpvTjlWWGRlbWxzQ2NSZTc0T2EyaG11aVMxdStlaXUKelpzMzgr | |
|
|
1258 | bW5uN0p3NFVMV3JsMkxuZDI5amJ5N0c3c0FvMGFOSWo0K25ybHo1M1o0WHIyRWVHaG9LQmtaR1lT | |
|
|
1259 | RWhKQ1JrVUZvYUNnQQo1dWJtbUp1M0xHRTZaODRjWG5ubEZTNWR1c1R3NGNQdlA4bFRHL1ZScWs3 | |
|
|
1260 | VmEweDQ5L1FZeGp0N01OWS9sU0tUY3JsTE1uZzNNV0VMCndVUXluQkMrbzRFZS9MYjBWNUpFK3NB | |
|
|
1261 | S3J0aytTRmp1UlV6cnpzbGRrVzY1cDhCS0gvaHlFQlJkNmZMTG9sMWFQdTU0VFZmZmxoZmEKdWQ3 | |
|
|
1262 | dGo5YnJCWGQrcWpWcjF2RHFxNjlTV1ZuSlN5Kzl4UGJ0Mjltd1lVUHZhMFJQM1NuaDRlSHMzTG1U | |
|
|
1263 | dXJvNmR1N2N5Y1NKTFR1RgpsNVdWMGR6Y0RFQnFhaXAxZFhWdEI3aVJTeWx6NElNVDBRd3VDOFJj | |
|
|
1264 | MnovZU12YTFPR3paemp3YW1ZWFUzKzlvN0tZeWl4b09EaC9DCnpjR1A5TDgxV094eUlLWUV4dmF2 | |
|
|
1265 | cnFQQmd3Y2pTUkwyOXZZODk5eHpmUG5sbC9jZEV4b2FTbVptWnV2bjU4K2ZiODNLanVnOHhHTmkK | |
|
|
1266 | WXBnOGVUTFoyZGw0ZW5xeWE5Y3UxcXhaUTE1ZUh2NysvaFFVRlBEc3M4OENMU094WThlT0pUZzRt | |
|
|
1267 | RGZlZUlQdDI3ZnJ1aHlEMFl5SwpEeTc0Y2VIMFRMeWFCc3RkamxHb1I4Vk9oaExMY2l3WklYYzVC | |
|
|
1268 | a1dqMG5MY3JaNXp2bytoTVhPWHV4emRNcXVCQnhQaHdmNHpCYkdvCnFBZ0F0VnJON3QyN2VlaWho | |
|
|
1269 | KzQ3eHQ2K1pRMzJ1TGc0Y25KeU9IejRNT0hoNFoyZVc5SjIxdHR1QUNSSmdxTUdYMlkzYUZuaWw0 | |
|
|
1270 | ZkcKOVF3MVVwUGN4UmdKTFlzcHhaVnZVVk1qZHpFR3hWcHR6dFQ4Q2l3cmo4bGRpdTRWVElEUHM2 | |
|
|
1271 | R3Vzc3N2a1Q3cWZCQ3gwM05JRXRyMApMaDRiZk8vMVltSmlPSHIwS0dWbFpiaTR1UERhYTY4Ukd4 | |
|
|
1272 | dExlbm82NXVibVJFWkc4dHZmL2hZbkp5Y0tDd3RadFdvVisvZnZCK0RvCjBhTTgrK3l6TkRVMXNX | |
|
|
1273 | N2RPdGF0VzlmNTlVV0l5OGZOdXA3NVk4NlFhM2xON2xLTWhpdHFGbk1XTlltZEg2d2tXaTNoMSsw | |
|
|
1274 | WVhQd2wKRXYzc2Q2WEtDNzQwN1hJL3Vkd2hybThpeEEzQVE5NUZPSGlsYzB1cWs3c1VvekdOU2dM | |
|
|
1275 | NWprYjZZbHFDOFJwZTVVQkE3cmRJemYxcwpFTDNKR3I0UGhQVE9aeTJKRURkQS9UM0VBZXpObTRn | |
|
|
1276 | WmM1NDhteXRvKzlsWVZWOFpnSWJsbktXWmVMbExNU2lPRFRaTXpzbkVwRDVECjdsSjBTd3VjallT | |
|
|
1277 | RHg2Q0QyQkloYm9DVUVPSjNUSFc3Z2E5dkt0ZFYzWnNycTJTUGNBTlA5dE9NZUNkemg2bkdoS2o4 | |
|
|
1278 | Um16S3Y1TzcKRk4wckhBK2ZYNFRhdHZ2SlJZZ2JJQ1dGT0lDNXFwa1ZZN0lwc2M5RUxXNFM2cEpo | |
|
|
1279 | TlBJSXg2am5rdHlsR0E2dGxnbGw5cmdWZm9sRQpzOXpWNkZhVkord3hoOExMOXowbFF0d0FLUzNF | |
|
|
1280 | N3doeXFpUnNaQ29GcGpmbExzVW9tS0RoWitSaXptSG9iNE43dmVCVDdVQmc3ZzlJCjZsSzVTOUd0 | |
|
|
1281 | Sm12NElSRFM3dTBuRnlGdWdKUWE0Z0FTV3A0SXVFS044M25xSmJYYzVSaUZLZFF3bmdNMGNrUHVV | |
|
|
1282 | Z3lHZmFNVlUzS3YKWWxyYnpySVd4a29Mbkl1Q0EzR3QvZVFpeEEyUWtrUDhqcUYydFR3NE9wMWNj | |
|
|
1283 | M0ViZWxjNDBjd1RwTkpFcXR5bEdBd1RqVVJrZ1lUZAp6YmFYUVRWcVJlUGdzOHRRV3lGQzNCQ0pF | |
|
|
1284 | TDlEeTBMZmExaTRuNlZDcXBlN0dDUFFjb1BRWUw1QlE0UGN4UmlNNEJ2MmVCWjhoYVJ0CmxMc1Uz | |
|
|
1285 | YXIyaEQwV1NIKytKRUxjMElnUXY1ZTllUk5MUjJkd3pmWVNHakVkc1ZNamFXQTJQMUJQcnR5bEdB | |
|
|
1286 | elBHbnVDYzQ4ak5SWEoKWFlwdXFhMlFKdFNKRURjMElzVGJOczY1blBFajBya21CajQ3Wlk2R24z | |
|
|
1287 | TUpGVC9JWFlyQnNHMnlJQ0szRUxPYUZMbEwwU2xkaEtvSQpjUjBUSWQ0UkxZLzc1YUp4UFVlMTFN | |
|
|
1288 | L2VIdmVCNlZReG12MDBVU0YzS1FaQnBZV3BoV1k0bE8yWHV4U2RFU0Z1Z0VTSWQyNlFaUU9MClJw | |
|
|
1289 | OG56enBIM1BIWmljRTBFME1DRFp5VnV4U0RNZWFXQTBQenYwYlNHdjhOVXlMRURaQUk4YTZiNUhL | |
|
|
1290 | VGdPSHBZZ09LVG1tSm9RZ0gKRHFCRlROMEVjS3Nid1BpY1JGU05lWEtYMGlzaXhBMlFDUEh1a2RE | |
|
|
1291 | eXhNZ3IxQTI2UUsxWTZyWkRRZFF6alNNMFVDQjNLUWJCV20xTwpSRjRaRmxYR3V4Nk5DSEVESkVL | |
|
|
1292 | OFo5eXQ2M2xrOUZseXJmTGxMc1dnMmFCaEJabG82WWZyY2ZlRUZxWVVXekh3K2xkeVY5SWpJc1FO | |
|
|
1293 | CmtBangzb2wyTDhWbldEb2xZbEd0RHMybW5PSHNSMDIxM0tVWWhJQUtCNGJuSFVEU0dOZlBqUWh4 | |
|
|
1294 | QXlSQ3ZQZk1WQnFlQ0xoRXVWTUcKRFZJL1d3eEpoenhvWWhHbmFLQ2ZMZVBhUTRQcWJRbkxPWTFK | |
|
|
1295 | dy8wTFRSa3FFZUlHU0lTNDdneTFxK1hCVVdmSXRTaVV1eFNEcFVMRApreFJndzBHMGFPUXVSM1lX | |
|
|
1296 | emFaRTVWVVp6Zlp2U2d0eHZleDJMeGlPcTFYV2JFdVlpT2JxWkp3MU5uS1hZNUEwcVBnSG5pVHhK | |
|
|
1297 | QmFJClRhMGJUTlI4NjJQSmRkZEgwU0xtcjNabTVjcVZ1TGk0RUJnWTJQcllTeSs5UkVCQUFPUEdq | |
|
|
1298 | ZU9GRjE2Z3JxN3RxWncrUGo0RUJRVVIKRWhKQ1dGaFlsNjVuTkNFK3ptZ3FOUTZIOGwzNTlPUk0z | |
|
|
1299 | RzhGWUtZVjM5eTJKR1BGTHVaandrUzVTNUdmSkJIdlVrM20wTWZRbWpqSQpYWTFCZStxcHB6aDQ4 | |
|
|
1300 | TjVGeG1iTm1zWDU4K2RKVGs2bXBxYUczYnQzdC9sYVNaS0lqWTBsTFMyTnhNU3U3U05yTkwrOXFh | |
|
|
1301 | L0NwQXh3Ck5wRzdrdjZqWG1QQysyY0R5RG96RTY5R0Y3bkxNVWlWcU5qQ1dBcFpqQWxXY3BjanU0 | |
|
|
1302 | c0R5am5wRjAyelpZRGNwUmlzaUlnSUhCMGQKNzNuc2dRY2VRS1ZTb1ZLcGVQREJCemw2OUdpN3Ir | |
|
|
1303 | OXUxNHpSaERqQXFZK2g4Uzh3VlN4SXAxTlpGYlpzajUrTVdWNDRqbG9SVkczWgp5MEFPc0JSTGhz | |
|
|
1304 | dGRpdXh1V05SeXlNK0hHb2ZwY3BkaWxONTk5MTNtelp2WDVuT1NKREY5K25RV0xGakEzcjE3dTNR | |
|
|
1305 | K1UxMFdwdytWCk4rSDQvOENvcWFDZURkbmlaanNka2RpYk13VGJheTRzRzVOSm9kMUZtc1hXY1Bl | |
|
|
1306 | NGdqbWJtY2JQR0tiNDNZUFVxbWErOHpKaGd2WGkKL3JuOUcxQmpidDNtNDhjU216bVdkUGVBZDlk | |
|
|
1307 | dnFQdjk3MytQblowZGp6MzJXSnZQbnpoeEFqYzNOekl5TXBnM2J4NWhZV0c0dXJwMgplTTVPWjZl | |
|
|
1308 | V1JaRk1BQUFnQUVsRVFWUTBORFN3Wjg4ZTR1TGkyTEpsQ3hjdlhpUXJLNHVISDM2NHk0WDNsaVJK | |
|
|
1309 | TU8zK01sV21NUFVYCmtPd090V0lTZ1U0Rk9WVXljV1E2K2FabGNwZGlrQ1pUelFRT2l0MkRBSjlx | |
|
|
1310 | ZXdKell3MW0remRkelU3NVNqdXJTOGZPbDc2OTczbzUKT1RuTW16ZVBzMmQvWEovbjczLy9PKysr | |
|
|
1311 | K3k3ZmZmY2RscGFXblo1My9mcjFCQVFFc0dyVnFnNlA2N1E3NVhlLyt4MnBxYW5FeHNZQwo0Tzd1 | |
|
|
1312 | eml1dnZOSnBBZnFnVVVQY05yRC9PNFRLWFV3L2MrYm1BSGFjak1DNmNBSUR0Qlp5bDJOd1RtTExo | |
|
|
1313 | eXpFalBGeWx5SzdITnNLCjR2d21vN1lPN1B4Z2hUcDQ4Q0IvK3RPZjJMdDNiN3NCWGx0YlMxVlZ5 | |
|
|
1314 | NDFWcGFXbEhEcDBpTm16WjNkNjdrNUQvSWNmZnVETk45L0UKM053Y0FCc2JHMW5uUkxhbDZBb2ti | |
|
|
1315 | WVN3ZEhBMXVnNGlReWJ4K1NVdnZrMTRBSy9xWWFnTTY3OWRkamN4WVRQaktXTWhLcFQ5aDY3Qwp2 | |
|
|
1316 | STVEdnU1VU9UMG9keW15aTRtSllmTGt5V1JsWmVIcDZjbk9uVHY1NVM5L1NYVjFOVE5uemlRa0pJ | |
|
|
1317 | UzFhOWNDVUZoWXlOeTVjd0VvCkxpNG1JaUtDNE9CZ2xpNWR5b3N2dm9pbnAyZW4xK3UwTzJYRmlo | |
|
|
1318 | VnMzcnlaNk9obzB0TFNpSStQWit2V3JYend3UWM2K0hLN3ByM3UKbExaWUQ0QUp6OEp4YThSdEdq | |
|
|
1319 | bzJ3ZmtXd1NQU0tUQzlKWGNwQmtmc0h2UWp1YmQvTTRUdUZIM3FOTVNUa3BKNCtlV1hPWGZ1SEdQ | |
|
|
1320 | RwpqS0drcElSLy92T2ZqQit2djdlUjNRbnhPMGFFZ3NsOHlCQURuenFtSmNZL2g2YkI1NmdSS3lU | |
|
|
1321 | ZVErd2U5Q001dDM4VElkNk9sSlFVCk5Cb05vYUg2NzMzdVNZZ0RvSUtJbFpEdUJWV2lXYTVUTHBZ | |
|
|
1322 | TkxCeHpqbHhyMGZMOEtiRjdVQXU1dG45VFdvaDMyaWYreFJkZlVGNWUKenZqeDR3a05EYVc4dkp3 | |
|
|
1323 | OWUvYm9vN2JlMDhDeDk4RHlYWmdvUWx5blN1b3QySlk4bnNyc0tGeWI3ZVV1eDZCOGp4MGY4eGdX | |
|
|
1324 | S0h1ZwpyOXFzZ1VPK0F5bDNuaXQzS2YxYXB5M3hzV1BIY3ZyMDZYc2VDdzRPSmoyOWk2dkQ2RUNQ | |
|
|
1325 | VytJL01YNHVsRXlDYTZLTFJhZE0wTEFzCjRBbzF6aGVvazhRMzkwZGk5NkE3QW04NTRLT243ZDlF | |
|
|
1326 | Uy93bkxDMHRxYTJ0YmYyOHRyWVdFeFBqdlBjOVpUK1V2Z0dSbFdBcTF2SFIKbVdaVS9ETmpPSW1w | |
|
|
1327 | RCtCVDd5RjNPUVpFNGlQY09jRVRXREJFN21Ka2RkYXhuQlMvaDlDWWU4bGRTci9UYVlnLzl0aGpy | |
|
|
1328 | Rm16aHZqNAplRTZkT3NXYU5XdFl1blNwUG1yckV3MjFFUGNXZUgwQlk0enpiNUhCdWxaanhkYkVN | |
|
|
1329 | Qm92VDJXd3hsYnVjZ3pHR1N6WndSd2twc3BkCmlxd0tyYXI0M2krSUJqdXhvSmd1ZGRxZFVsdGJ5 | |
|
|
1330 | eWVmZk1Kbm4zMkdWcXRsOGVMRkxGMjZGQ3NyL2EyeG9hdnVsUHRQREZOWHdMbmgKVU43LzdocVds | |
|
|
1331 | Ym1xbVNkR1hlS21ZeWFOWWhPS1ZtTDNJUHA4K3plbGRhY1l6NllRZlJIaXR6bTV3c2hmd0VseG81 | |
|
|
1332 | RE8rZHJWOE1DbwpNK1JhNkgrcW1hRVN1d2UxQ0NoM1pIaitmaVNOYnYrZ2lSQy83Zm5ubjJmVHBr | |
|
|
1333 | MXRycllsU1ZLWFY5alNoYjRPOFR2R3pvU0thTWhSCjloaFVuM2pJdXdnbno5UGNVTlYyZnJBQ2lO | |
|
|
1334 | MkRXZ3l1dHlWVXg5dS9pUkMvTFNVbGhmSGp4M1AwNk5IN0NwUWtpYWlvS0wwVWVPZDYKK2doeEFE | |
|
|
1335 | TkxtUFFNeEErRVJvTi9qMkpjckUzVkxCdVZUWWw5Tm1wSnVjRjF0d25VTVlWRE5GQWlkeW15MGZY | |
|
|
1336 | MmJ5TEU3NkpXcS9uWgp6MzdHdi83MUwzM1dkQjk5aHZnZFhnSGdGQVBwSW10MExzQ2hpc2lBMCtT | |
|
|
1337 | WlhaZTdGSU13QUEzTE9VTXpDWEtYSWgrdGxvblg3UmhVCi9DVlNMNWY0VlZxSWR6Zzd4ZFRVbEp5 | |
|
|
1338 | Y0hFcExEV09KU1gzS3k0RDBWMkZTRmd3VXMxaDBLcVBjanUybnBtQnhMUXdIYmVkTGN2WjMKTGJz | |
|
|
1339 | SEJTdDc5NkRXN2QrV2lPM2Z1cW5UZ2Mxbm5ubUd1TGc0SG43NFlkemMzRnBlSkVtc1g3OWVMd1hl | |
|
|
1340 | dVo2K1crSjNHK0FNUWMvQQpjWFBaU3VpM0JwZzFzWFIwQmdWMmw5R0lUU2dZU2lQek9VWTlsK1F1 | |
|
|
1341 | UlRZREcyeVltSE1Cay9xc0hyMWV0TVIvd3QzZG5hVkxsMkpuClowZDFkVFhWMWRXdGE5NHFSV1Va | |
|
|
1342 | SEg4RFJuOFB3OFVNRnAycWJESmpSM29RQlJlbTQ2RWVLSGM1c3J0NmUvZWdSbWFCUW5lV3YyRlIK | |
|
|
1343 | dytIaHc2Z1YyNzkxU1ljdDhWdTNicEdRa0VCa1pDVFcxbTF2VmFRUGNyZkU3Nll5aGFuUFFKSXIx | |
|
|
1344 | SW4rY2gzVHNzUXZEMXpQVWlYSgpzNHlwSVZIODdrRmFMYUZsQTNBdDNOT3Q3ZDlFUy95MmQ5OTls | |
|
|
1345 | NkNnSUxaczJjS0lFU09NWjlHclBxWlJROXpmd09rZk1FR1pEYVUrCkpQSEpSVysrVDVxRmQ4MVFs | |
|
|
1346 | TjY3b3ZqZGd5U0pwRUZWblBOZGhOYlVXZTVxREZhN0lmN0JCeDl3K3ZScHZ2NzZhK0xpNG5qLy9m | |
|
|
1347 | ZjEKV1pmQks3Z0V5YitEOExQZ0lycFlkS3FzM3B4dEtTSGN6SnFHZTdPeUI3bkU3a0Z3MWJhY09M | |
|
|
1348 | OHBxSzJVdlNwa2U5b044WnFhR3B5YwpuQUFZTm13WUJRVUZlaXZLbUNSOER0Vi9nb2hhcGZaZzlw | |
|
|
1349 | MzQ2NDdzUERFTnArdkJXR3ZONUM1SFJoS2ZNWmp2V0lZbFBuSVhJNHNLCjh6cStIVDVFYlAvV2hu | |
|
|
1350 | Yjd4TzN0N1ltTWpHejkvTml4WTBSRVJMUzhxSi9lc2RsYi91RWd6WU5NY2NlbnpybFoxek4vOURs | |
|
|
1351 | eXJmTGsKTGtWV1l2Y2dDTGxoajBmQkhpUnQyenRMS2ExUHZOMFF2N083ZlpzdjZ1Q096WlVyVjdK | |
|
|
1352 | Ly8zNEdEeDdNMmJObkFhaXFxdUxKSjU4awpMUzJOY2VQRzhlR0hIMkpyMjdMSzNUdnZ2TVBtelpz | |
|
|
1353 | eE16Tmp4NDRkVEoxNi8wcHZ4aExpQUpJSlRGMEphWjVRTFFZK2RTN0tyWXloCnZ1bVVxQ3JsTGtW | |
|
|
1354 | VzA2aGtETjhvZHZjZ3p4cDdnbk9PSWFtTDczdE83aER2YmdiZUxTNHVqdFdyVjZOV3ExbTNiaDIv | |
|
|
1355 | L09Vdk82OVYKMXd0Z0hUdDJERnRiVzFhc1dOSDZCZnp4ajM4a1B6K2ZQLy81ejd6NDRvdjQrUGl3 | |
|
|
1356 | WWNNR3JsKy9UbVJrSk45Kyt5MVhyMTdsVjcvNgpGYW1wcWZjWGFVUWhmb2VMTi9qOEhCSkVINHZP | |
|
|
1357 | bVVvYW5naTRSTVhBREJvVXZFTGlZSnFKSVlFR3pzcGRpaXpzbWl5WW1sdUFXYzI5Cm1TRjNpSGNu | |
|
|
1358 | QTM4cUpDU0VUWnMyNGUzdHpZTVBQc2p4NDhkeGR1NTRVTGZUZWVMZEZSRVJnYU9qNHoyUEpTWW04 | |
|
|
1359 | dlRUVDJOaFljSEsKbFN0SlNHaTV2VGdoSVlIWnMyZmo1ZVZGVkZRVVdxMjIzOHhCTDhtRmhOZGdR | |
|
|
1360 | aklNRVFPZk9xWFdxdmpnd2dqT241N0pFTFZqNXkvbwpwNjVqd2lZbVVjRThKSlQzUTFabDFzQWhY | |
|
|
1361 | MmVEMi82dE94bDR0NHFLbG5kVmtaR1JlSHQ3TTJ2V3JEYVAreW1kaDNoYmtwS1NHRGx5CkpBQWpS | |
|
|
1362 | NDRrTVRFUmFBbnhnSUNBMXVQOC9mMWJuK3N2a3ZmQmpmK0Z5R29RZCsvcjFzVktHLzUrS29vaDVm | |
|
|
1363 | NEtubzdZc252UUtaN0EKbkVGeUY2TjNHZ25paGpSeDFXc0pXc2x3bDNCb0x3UGJPd1pnMUtoUnhN | |
|
|
1364 | ZkhkM3J1THYvNXJxK3Z4OUt5WjkrazdyeTFrYVIyK2grdQpidnp4M3c3UjRCamRvMXJrVUY4TmNY | |
|
|
1365 | K0c0ZVBBZWlHY1VXNFBnTTZwdFNyZU96T2FLRGNYUEgyVEZidlViVHFXWEdNK1R5aXdlK1ZzCjdF | |
|
|
1366 | MCtpcjJNblhvb2J1VkZRTGxPemx1Q1c1dVBaOFVXa3gzYjBoZmYxV1RyeTRIUFRrTThQVDJkVjE1 | |
|
|
1367 | NWhRc1hMbkQxNmxYUzA5UFoKc1dNSGYvdmIzN3A4a2REUVVESXlNZ2dKQ1NFakk0UFEwRkFBd3NQ | |
|
|
1368 | RE9YTGtTT3R4bVptWnJjL2RaK2pHTGwvUFVGMUtCVkpoOGxLNApOQWF1aTFrc09uTzB5SmtCWlRO | |
|
|
1369 | WU52WXN1ZFk1Y3Bjamk3TGIzU3ZMOGNSV1FldVVCMFk3RVJqZE1oM2FvbmtvYlBsR0orZjlra2Zh | |
|
|
1370 | CmZpTDY5c2NkcnkzcTlGenRaZUJQajNucHBaZGFQejkvL2p5elo4L3U5TnlkZHFmODRROS80TTAz | |
|
|
1371 | MzhUQm9lV21pK0RnWUk0ZVBkcnAKaWU4V0hoN096cDA3cWF1clkrZk9uVXljMkxMSFhsaFlHSWNP | |
|
|
1372 | SFNJdkw0L1kyRmhVS2hWMmRuYmRPcmN4T3ZsdnFQa1RSTmFJTGhaZApxbXd5WTF2eU9NaVpoTDFp | |
|
|
1373 | VjBlVStDZWVwTEVNYzVTM0ZrMkRpV0cyak5yTHdMdloyOXNETFROVWNuSnlPSHo0TU9IaDRaMmV1 | |
|
|
1374 | OU1RCkx5d3NaTXlZTWEyZk56UTBkTGlPU2t4TURKTW5UeVk3T3h0UFQwOTI3ZHJGbWpWcnlNdkx3 | |
|
|
1375 | OS9mbjRLQ0FwNTk5bGtBWEZ4Y1dMTm0KRGRPblQyZnQyclZzMnJTcDA0TDdpNW9LaVBzVGVIOEpZ | |
|
|
1376 | MFdTNjlTQlBEZStTNXFCZDcxeWQ1aVB4NGFQV0lnRjRpNUhmZXRPQmhZVwpGakozN284RHMyKy8v | |
|
|
1377 | VGFyVjY5bTVzeVpyRjI3dHRPWktkQ0ZLWWF2dmZZYXdjSEJiTnk0a2ErKytvck5temRqYjIvUGIz | |
|
|
1378 | LzcyMTUrCnFWMW5qRk1NdTJ2U0VyZ1NCQ1dHMlpBd1dvLzY1cU55VDZkR2F2dkdrUDVQeTNLdUth | |
|
|
1379 | cDdSUmMzMzBpU3hCenQ1MTA2OW9DMHlEQVgKd0xyaitlZWZKeTB0amVibVp1Yk1tWU9EZzBPWEpx | |
|
|
1380 | QUwzWFBxRTZqNkkwUlZnNm1ZVzY0elgxejJKRDUxSmw2TkxuS1hJcE83dTFlYwo1QzVHNkFPZHRz | |
|
|
1381 | UVBIRGpBbkRsejdubHMyN1p0clc4SDlFRUpMZkc3K1l3Qnh5V1Fwb3lHazU1b2lmSFBvVzd3R2NY | |
|
|
1382 | ZUlEU0lacFlwCllQYUthSW4veEgvLzkzL3ozWGZmdFg3K3h6LytVU3hMMjhkeXprSGFxeTBySkxv | |
|
|
1383 | cDd4Nk9QaUx4VWRaUUxweVpvZGpOSjBwdnoxNnAKNVNIMGRJdUlvQWVkUnNUZXZYdDUrT0dITVRj | |
|
|
1384 | MzUrREJnMlJtWnVwMThTc2xTL2djckw2RnlGVnd5aDZhbFBObXBNOWtWOWh5OFdRawpLMFpmNUti | |
|
|
1385 | VEJkU1MwdDd1U1B3RFR5YXhqRkMrb1pHYmNoY2s5RktuZjQ2ZG5aM1p1M2N2YTlldXBiQ3drTTgr | |
|
|
1386 | K3d4emM3SFpwTDdVClZVSGNXK0QrQ1l3VGpTZWQwQ0x4d2ZrUjVKMmZocHRDMXlzL2hRMGY4YWlZ | |
|
|
1387 | dmRJUHROc25ibXRyZTgvZGs0Mk5qWmlabVNGSkVwSWsKVVZtcHYxWGtsTlluM3BIUVIrQldHRndT | |
|
|
1388 | czFoMHdreWw0V2RqTWlteXoxTG9SczFhVm5BTmF3NUNQNW05b3JRK2NaMnZZdGdYUklqLwpoQW9t | |
|
|
1389 | UFFZRmdaQW53bHduSnJuY3hNOHZtVkpWdGR5bHlHSVNOZjJtZTBXRStHMlptWm1NSERteXphVmhB | |
|
|
1390 | Y2FORzllbmhkMU5oSGpiClZLWXcrUW00N0FkRklzeDd6ZHBVemZMQTgrVFpYWmE3RkZrTVFuMTc5 | |
|
|
1391 | c281dVV2cEZSSGl0NjFhdFlwMzMzMlg2T2pvTmhlbCt1RUgKL2Uwc0lrSzhZMmFXTUhFRlhQQ0VH | |
|
|
1392 | OHFjUGFkVDA0ZGN4M1ZZQ3Jla09ybExrWUh4ZDYrSUVMK0xScVBoMUtsVFRKa3lSWjgxM1VlRQpl | |
|
|
1393 | TmRZMlVIWXp5RE5CU3BGbVBlS2cza1RNVUZueUxIT2xic1VXVXlpaGduc3A0bGJjcGZTYlVvTDhR | |
|
|
1394 | N25PNmhVS3A1NzdqbDkxU0wwClVsMFZIUDByOEJlSXJBQWJNWnVseDhvYnpkaWFQQjVWN2tUc3RN | |
|
|
1395 | cmJaZjRVTnZ5YlI3RmdUT2NIQzdMcTlOZDgzcng1dlBQT08zcWQKalNMMFR1Vk5pUHNMV0c2RHlG | |
|
|
1396 | b3dGN2Z4OTlqK1hIZmlrbWZnM2VBdWR5bDZWNG9wbTVoTUhYTVFOd2Nacms1bnA5amEybEpiVzR0 | |
|
|
1397 | SwpwY0xLeXFybFJXS0tvVkZ4OFFHL1pYREtIRVF2UzA5cFdUdzhINjNiYVdvVnVKaldaS29aenpk | |
|
|
1398 | RzBiMGl1bE4rb3JxNkdvMUdnMXF0CnBxcXFpcXFxS3RFcU56SWxPWEQ4RFhEL04weHFCdEV3N3dt | |
|
|
1399 | Snp5NTVrWkkyQTYrbXdYSVhvM2Nuc1JYZEt3YXEweENmTVdOR2x4NFQKREY5K0pwejZieGkyQjhM | |
|
|
1400 | a0xzWkk1VlJicy8zVUZBWmVINHU1VmxrTHdZdnVGY1BVN3Y5RVhWMGROMjdjb0xTMGxKczNiN1or | |
|
|
1401 | WkdabQo5cHNkNlpYcWNqb2tib1NBUStKVy9wNlIrRERUbCt5ejB4bWlWdHJ5cmhJZjRNVVpZakRE | |
|
|
1402 | c2ZQRGhUN1g3Z0pZMjdkdlo5T21UUlFXCkZqSisvUGpXeDcyOXZYbmhoUmYwVXB6UXR6Sk9BYWNn | |
|
|
1403 | Y0Rvd0RjNktEdk51eVNpM0kvdGtKQ3ZHWEtUTThRSnFCZDIyZnhKYkx2Sm8KdjdnNXlOaDFPckQ1 | |
|
|
1404 | emp2dnNHN2RPbjNWMHlZeHNLa2Y0K2RDOVNUSUVuZC9kdHM0NTNMRytpZFRiS0swOFNJdFB5TWZL | |
|
|
1405 | dzVoS0RjSAppWUhOMjVLU2tpZ3FLbW9OOEcrKytZYmx5NWV6ZGV0V2FtdHI5VmFnb0Q4cCt5SHJ2 | |
|
|
1406 | eUQ4REF3VDY1aDNTMnFaQS84Nk5RMlBpaEdvCkZOWGVhT2xlT2NzeTBiMGlrM1pEL0psbm5tbGRj | |
|
|
1407 | dmJTcFVzODlkUlR6Smd4ZzlPblQvUC8vdC8vMDF1QmdwNXBJZUVMdVBJcVRNNEcKRHhIbVhkYW9N | |
|
|
1408 | ZUhkMDJNb3Z4aUZzOFpHN25MMDZnUTJmTXdpTEJndGR5bXl5OHJLSWlRa3BQWEQzdDZlZDk1NTU1 | |
|
|
1409 | NWpZbU5qc2JlMwpiejNtOWRkZjcvSDEydTFPQ1FvSzRzeVpNd0NzVzdjT0t5c3Izbnp6VGRScU5W | |
|
|
1410 | T21UQ0VoSWFISEYrMTJrYUk3UlRZbVpqQnBPVndjCkpqWng3ZzViVXpWUGpqMUxyczFWdVV2Ukt4 | |
|
|
1411 | VWFsbk5OMXU0VlErcE8wV2cwREJreWhNVEVSRHc5UFZzZmo0Mk41YTIzM3RMSkJqdnQKdHNRZEhS | |
|
|
1412 | MWJ1MDIrK3VvckZpOWVESUNwcVNuVjFjcGNybE9KbXB2ZytFNG9md01paThGSldiUHFlcXhhYmNx | |
|
|
1413 | MmxCRFVWNmJnb0xXVQp1eHk5MGFBUzNTdDNPWExrQ0w2K3Z2Y0UrQjI2Nmtkdk44U2ZmUEpKSms2 | |
|
|
1414 | Y3lNeVpNL0gxOVNVME5CU0FpeGN2NHVDZ3pOMVFsS3loCkZ1SzJRY09mSWVvbTJJbXBpVjF5K0pv | |
|
|
1415 | TGh4Sm00bDEzL3k5eGZ5YTZWMXI4KzkvL1p0bXlaZmM5TGtrU0owK2VKRGc0bVBYcjEzUDUKY3Mr | |
|
|
1416 | WFArNXdka3BoWVNIWjJkbEVSVVcxTGtlYm5aMU5kWFcxV0U5YzRld0h3ZGpsa09RQWRZWXhLY0hn | |
|
|
1417 | elI5YWdMbEhHdFZTbzl5bAo2STBjM1N1NjZrNEpLVWxzODdtcUV5bFVuL3h4bjRYaVA3L2I1dlVh | |
|
|
1418 | R3hzWk1tUUlGeTVjWU5DZ1FmZWVvNm9LRXhNVHpNek0rT0NECkQ5aXpady83OXUzcldhMWlaeCto | |
|
|
1419 | TjV5SFFNQ1RFRzh0Tm5MdUNuZnJlaDRKVENYWG9sanVVdlJxQ2pXTTA5UFN0cm9LY1k1MjhSeFIK | |
|
|
1420 | VXB2WCsrcXJyOWk2ZFNzSER4N3M4T1ZhclJaWFYxZnk4dkt3c09qK2lwbmlUYkhRSzJVRmNPeE5H | |
|
|
1421 | UFJQbU5va2ZxQTZVMWhyeWJhRQpTUXdvR29lVlZqbFRmNVRZdmZMUlJ4OFJFeFBUNW5NbEpTV3R3 | |
|
|
1422 | Zi8xMTE4VEZCVFVvd0FIMFJJWGRNeG5OTGd1Z25pUjVwM3l0YXRoCnhwZ1U4czNLNUM1RmIvVFJ2 | |
|
|
1423 | V0lJTGZHYW1ocTh2YjI1ZXZVcWRuWjJRTXRkOEFDclY2OW15NVl0Yk4yNkZWTlRVNEtDZ3Rpd1lR | |
|
|
1424 | TkIKUVVFOXE5VllRdHoxVVEzRnQ4VDZlOGJDYnp3NFBBSkpCdi9USlRjdHl3TXVVK2w4amtaSk9Z | |
|
|
1425 | TUxVNmhtWEI4dGJXc0lJYTVQUnROZQp1bmtnbVNpUFc5amJpRlF3QmhkVElPbDNNT29JQkl0cGlS | |
|
|
1426 | MlErR2ZHY0M2Zm00NTdzM0ptZlozQVZuSGRLMzNGYUZyaUVBL0FnSUhtCmhNd2ZUa0tCTGZXTm9t | |
|
|
1427 | VnVMTWJPQkhVMG5CYzNETFhMVk5Ld1lrd1cxeDB5YVZiSVlsb3FOS3dnSDBzT0FicjVtcFhXRWpl | |
|
|
1428 | NkVML0QKeGNzYXYxbkRPWG5WRW8xR2hMbXhtUEFJVklUQlJSSG03UW9kZEl2Ui9zbVVxSlN6NVBO | |
|
|
1429 | VXFnbGhQMDJVOS9wY0lzUU5VRnNoZnNmUQpNZllNRGg5R3doVnovUllsOUp3RWt4NkRvaURJRVdI | |
|
|
1430 | ZUprdFZNeXVDTG5ETjdpSmFoYlJSWEZIek9QRTBjTDVYNXhFaGJvQTZDdkU3ClJrOGVoSW1mRjJm | |
|
|
1431 | eWxETnR5OWhKSmpCNUdWejFoMElSNW0yS2NpdkQwemVaR3lwbHJCeXFpKzRWRWVJR3FDc2hmc2VF | |
|
|
1432 | QjRkUVB0Q2QKUzBWR00yYXJlS1lXTFl0c1pYaERtZGlZNGo0RHpKcFlOdllzdWRZNWNwZWlONzNw | |
|
|
1433 | WGhFaGJvQzZFK0l0TDRESkMzM0lWUTJtNElaQwozb3YyQTVhMkVMWUN6cmhCdVFqeis4enhLc0xl | |
|
|
1434 | TzQwS3FWN3VVdlNpcDkwcklzUU5VTGREL0RZekN4V1RGdnR5dHRLUlc5VWl6STJGCm5ST0VySUFV | |
|
|
1435 | SjZoUnp0VHBMaGxrMmNEaW9OUGtXRjZUdXhTOTZFbjNpZ2h4QTlUVEVML0R6c0dja0FYRFNTcXlw | |
|
|
1436 | VTVNU3pRYWppNFEKdUFJU2JLSEI0SDlLOVd1aGJ6NG03dW5VU0UxeWw2SVgzZWxlRVNGdWdIb2I0 | |
|
|
1437 | bmNNOHJCbTVJTytuTXl4b2xsTVN6UWFMdDdndHd6aQpMVUZ0OEQrdCt1TmhVOGZjd0ZUeXpFdmtM | |
|
|
1438 | a1V2V3JwWFR0SEFoUTZQRXlGdWdIUVY0bmQ0Qjlqak5ua284VmQ2dHVDTUlBOFBmL0JlCkFpZE5k | |
|
|
1439 | SFZiU0grZ0pjWS9oN3JCWjJpUSt2OUFRbGU2VjBTSUd5QmRoL2dkQVdIT21JL3k1blN1bUpab1RJ | |
|
|
1440 | YU5oVUVMSUVHOG1XbzEKeXJHSzhGRUpGSnRVeWwyS1hrUlFUWEE3M1NzaXhBMVFYNFg0SGVObXVs | |
|
|
1441 | UHQ0azUyb1Zqa3c1aU1pWVNxV1pBcjVwZ0RZR1hTek05QwpUaXRtS21KNzNTc2l4QTFRWDRmNEha | |
|
|
1442 | TVdlSFBOYkRENVpXS091Ykd3dElYUXRYRE1XdTVLRE1maTRYbW8zZElVMjcwaVF0d0E2U3ZFCkFV | |
|
|
1443 | ek1WRXhaUEl6ek5VN2NxQkx2MTQzRjJKbFFGZzBGb2xVT1FLQmpKZU5HSjNCZElldXYzTjI5SWtM | |
|
|
1444 | Y0FPa3p4Tyt3R1dES2hJVisKSkYrM282WmVoTGt4c0xHSGtPZmd1RmhHQndBYlV6WExROUxKdGNx | |
|
|
1445 | VHV4UzljRVBORWs0eFczcGJoTGloa1NQRTd4am9hc21vdWNNNQpsV3VOdWxtRXVURVk5eEFVVElZ | |
|
|
1446 | UzBTb0h0RHcrSXBkNmwzUkZiRHFoUXNOKzZURkZoYmpvL08zRWplSjZqcjEvRHJlOERDWU5hNUM3 | |
|
|
1447 | CkhLRUxVcitCdXJkZ2N2L3ZFdTRDaVkremZjaTdNSTFCR2x1NWkrbHpHZ1ZHbXZLKzRoN0t6Njdp | |
|
|
1448 | MVB2cGpLaTh5RGdmWmR3bFo4d3EKYjhMSi80YXdkQmdvSmgyUmRzT2VQUW5UOEs3M2tMc1VRY2Yw | |
|
|
1449 | R3VLN2QrOG1LaXFLMGFOSDg5NTc3d0d3Y2VOR1BEdzhDQWtKSVNRawpoSU1IRCtxenBHN0xUcmxK | |
|
|
1450 | NnE1VWdza2xZSWhvNmhtNnhEMmcrU3VFRzN5bllkK3JiREpqVzJJb2p0ZURNZFdLOWx0Zjh2SHhJ | |
|
|
1451 | U2dvCmlKQ1FFTUxDd3RvODVqZS8rUTNEaGcxai9QanhaR1ptOXZoYWV1c1RyNmlvSUN3c2pQajRl | |
|
|
1452 | TXpNekpnK2ZUcUhEeC9tN2JmZnhzN08KanZYcjE3ZGZwSXg5NHAyWitJZ1hoWll1NUpXS1h3cERO | |
|
|
1453 | M0VKWkFhS0ZSSUJKampmWXVUSVJHNm9hdVF1UmVjT1NJdGs3eE1mT25RbwpLU2twT0RrNXRmbVN4 | |
|
|
1454 | TVJFMXE5Zno5NjllemwwNkJELyt0ZS8yTGR2WDQ5cTFWdnluRHg1a25Ianh1SG82SWl0clMzVHBr | |
|
|
1455 | M2oxS2xUCkFMSU9DdlJXL040OHJuMlJ6TlRCWlF5eU45NnZRd25pUHdIVGJSQXF4cWRKTG5Oa1gr | |
|
|
1456 | SjB2QnZjNVM2bDMrb28xeElTRWxpOGVERk8KVGs3RXhNU1FrWkhSNCt2b0xjUWpJeU5KVEV6azZ0 | |
|
|
1457 | V3JGQlVWOGMwMzMzRHk1RWtBTm0vZXpNU0pFM256elRlcHFqSytlYTBhdFpiagpIMSttK2tncVVa | |
|
|
1458 | NFYyRm1KTURkVVpRV1E5RHVZY2drR0tQek5VM21qR2RzU3dobFlHb1NwVXZhQTB4TkprcGcrZlRv | |
|
|
1459 | TEZpeGc3OTY5Cjl6MmZtSmpJcUZHaldqOGZOR2dRbHk5Zjd0RzE5TFpvaUkyTkRXKy8vVGJQUGZj | |
|
|
1460 | Y0ZSVVZCQVlHWW1scHlhcFZxM2oxMVZlcHJLemsKcFpkZVl2djI3V3pZc0tHTk03eDMxNy9IM2Y0 | |
|
|
1461 | d0xIWFZhbzcrSXhON1ozT2k1ZzBucGRpV2FqSEgzQ0NkK0JEY2hvSDNVM0JXMGQwcgpFaDltRENm | |
|
|
1462 | Q3pRRzM0ZkZVU1kxeUY5UnROMkxQY1RPMmQvdHl0aW0ybmNldnhrSk9lMCsyT0hIaUJHNXVibVJr | |
|
|
1463 | WkRCdjNqekN3c0p3CmRYVnRmVjZyMWQ3WFVtL3BOdTQrMmVhSkwxMjZsSmRmZnBseDQzNE00OU9u | |
|
|
1464 | VDdOMjdWcE9uRGh4ejdHRzNDZmVFWHRuYzRKRm1CczAKeVFRaTFzS0pnYURvTEFkODdXcUlDRHBG | |
|
|
1465 | aVpFdm9xV3pQdkZwWFR6SER4M1BFMSsvZmowQkFRR3NXcldxOWJITm16ZWpWcXY1MWE5KwpCWUN2 | |
|
|
1466 | cjIrUFcrSjZmVU41L2ZwMUFJNGNPY0xaczJjWk4yNGNSVVZGQUtqVmFuYnYzczFERHoya3o1TDZW | |
|
|
1467 | RVZaSTBkM1hjQWtLWjBvCm55cHNMVVUzaTZIUk5rUGNadkEvREo0S1g4enljcFVOWHlSRzRkM2cy | |
|
|
1468 | dm5CUXJ0cWEydGJ1NFZMUzBzNWRPZ1FzMmZQdnVlWThQQncKUHYvOGMyN2N1TUh1M2JzSkNBam84 | |
|
|
1469 | ZlgwK21PN2VQRmlybCsvanAyZEhidDI3UUxnUC8velAwbFBUOGZjM0p6SXlFaldyRm1qejVMMAo0 | |
|
|
1470 | azZZaTI0V3czWGhCTmljZ3ltL2hCTUtEdlBLSmpPMkoweGlWZkI1OGdka3kxMk9VU29wS1dIaHdv | |
|
|
1471 | VUFEQnc0a0JkZmZCRlBUMCsyCmI5OE93T3JWcXdrTEMyUHExS2xNbURBQkp5Y25Qdnp3d3g1ZlQ5 | |
|
|
1472 | eDJMd1BSeldMWUpqNEdGNEtnVXVIOUswdjhjcWx6VFVOdFpMZnIKRzFwM1NsOVQrUGk4UE83cFp2 | |
|
|
1473 | R3VGTjBzQmliK1U3RGVDVUVLdjlQems0dmUzTG9VZ1oxVzdJQmx5RVNJeTZpaXJKR2pmODhRWVc2 | |
|
|
1474 | QQppcS9DbWQ5QlpCa29PY3VQRncwa0pUMGExK1lCY3BjaXRFT0V1QUVRWVc2Z05CRDNWeGp4TFhn | |
|
|
1475 | cHVKLzhjcFVObnlkRzRkM2dKbmNwClFodEVpQnVRbjRhNXVHbklNR1NjaExJL3doUUZyM3ZXTXVB | |
|
|
1476 | NUVZK0tFWEtYSXZ5RUNIRURkQ2ZNVllraXpBMUZiU1djK0FPRW53TjcKaGZhdmFKRjQ5L1FZYkF2 | |
|
|
1477 | SGl3VzBESWo0bnpCZ0lzd05UOEpuWUxVVHhpbzB5QUUrdmVUTnpZc1JEQkFEbmdaQmhMZ1J1QlBt | |
|
|
1478 | VWtJNgprZDZWRExBV1lTNm40cXR3K25jUVdRcW1DcDBoZXFKNElFbnAwM0J0dHBlN0ZNVVRJVzVF | |
|
|
1479 | S204MEV2ZjNERFFuMG9uMEtHZmdBQkhtCnN0RkEzQllZZmdDOEZUcm9lYVhLbWs4VHhJQ24zRVNJ | |
|
|
1480 | RzZIcThrYmkvcGxGOWVFVUlseHY0T29vd2x3dW1mRncvVTJZcXRCQnoycTEKS2R2RWdLZXNSSWdi | |
|
|
1481 | c1liYVpvNTlkSW15ZmNsTWNTN0ZhNUJ4M1ZuWFg5UlZ3ZkUvUVBoWnBRNTZ0Z3g0MmhST0VBT2VN | |
|
|
1482 | aERmOFg1QQozYWpoeEtkWHlQOHNpVWtEaWhudUtzSmNEZ21mZytYN3loMzAvT3lTRnplenhZQ252 | |
|
|
1483 | b2tRNzBlMEdqajFWUzZYUGtvaTFMS0FBQStGCkwvNGhnNUtjMjRPZTE1VTU2SG1pUkF4NDZwdFlB | |
|
|
1484 | S3VmQzVuaGhzYlRuZE81Q2gxOWs1Ri9PRFRNZ3h5MTNKWG9uNjJwbWlmSEo1RnIKVWFUM2E0c0Zz | |
|
|
1485 | SVIrSmUyN0lrNy9QWVV4alZlWk1GU2hvMjh5eVVxQWtqZGhxdkZ0bHROclB3NTQrc3RkU3I4blFs | |
|
|
1486 | d2h6cDI0VHZMTwpWRVpVWGlSOFdBT1NaUEJ2d1BxRnVpbzQvZ2FFblFFSHhmV1ZTN3g3ZWpUV2hS | |
|
|
1487 | TXdFd09lZlVaOFp4VW1PK1VtQ2UrbjQxMlN4ZVJoCjlaaW9SSmpyUStJWFlQRWVCQ3N1eU9IelMx | |
|
|
1488 | NlVaVWVLQWM4K0lrSmNvWExPVjNEeS9kTzQ1bVl3ZFZndDVxWWl6UHRhU1M2ay93NmkKU3BRMzZI | |
|
|
1489 | bXl4SWxFTWVEWkowU0lLMXpCcFNxT3YzOFdoOHh6UkE2dHh0cENoSG1mMHNEUnJlRDdEZmdvYkt6 | |
|
|
1490 | NWF1c2RudTV5bDlLdgppQkFYQUxpZVgwdmN6dk9ZcDV3VzY3UG9RVllDRlArdjhnWTlXd1k4dy9F | |
|
|
1491 | b0Z3T2V1aUpDWExoSGVXbURXSjlGVCtxcmJ3OTZwb09qCm92cktKZDQ5TXhycmd2NDU0Sm1mbjgr | |
|
|
1492 | MGFkTVlQWG8wMGRIUjdONjkrNzVqWW1OanNiZTNKeVFraEpDUUVGNS8vZlVlWDAvTUV4YzYKWkdG | |
|
|
1493 | dFF0ajhvVnhzY0tMNGxzSTZjdlZvc0JlNC93TFNGWGF6N1dTWG0zaU9PRVdsMUtDemM4bzlUN3k0 | |
|
|
1494 | dUpqaTRtS0NnNE1wS3lzagpMQ3lNMDZkUFkyZG4xM3BNYkd3c2I3MzFGbnYzN3UxVm5TQmE0a0lu | |
|
|
1495 | eFBvcytuRTlyMlhRTTdJRXpCVDB0L0praVJNSmFkTnc2MGNECm5xNnVyZ1FIQndQZzdPek02Tkdq | |
|
|
1496 | U1U1T3Z1ODRYYldmUllnTFhTTFdaOUVETGNSdGhhSDdZS2lDQmoxenFxMzUyQUFIUEUzUWRQcWgK | |
|
|
1497 | b3VQZmcwdVhMbkgrL0huQ3dzTHVlVnlTSkU2ZVBFbHdjRERyMTYvbjh1WExQYTVUZEtjSVBSWTZ4 | |
|
|
1498 | NE5xWjFjeXJpbXFRMWN2TEcwaAo5SmR3VEZGVHE3WDhJdWdDQlE1WnZUcUx6cnBUM05vSjFvWjRh | |
|
|
1499 | RXo0OGZQcWQ5cThYbFZWRmRIUjBiejY2cXZNbnovL3Z1ZE1URXd3Ck16UGpndzgrWU0rZVBlemJ0 | |
|
|
1500 | NjludFlvUUYzcExyTS9TZDBMbncrVUpjRk5CYTVrOTZwdVAyajJGSnFsbjcvWjBGdUpkenB5Sjkx | |
|
|
1501 | MnYKcWFtSnVYUG44dEJERC9IQ0N5OTArR3F0Vm91cnF5dDVlWGxZV0hUL3I3Ym9UaEY2VGF6UDBu | |
|
|
1502 | ZVN2Z0tUSFJDaW9OL1VMeTU3VXBvZAppYzdVZkF3QUFBMW5TVVJCVkwzV1V1NVNla1NyMWZMMDAw | |
|
|
1503 | OHpac3lZZGdPOHBLU2tOZmkvL3ZwcmdvS0NlaFRnSUZyaVFoOFlNZDRKCngyQXZFcSthbzlVcWFK | |
|
|
1504 | U3VMMGtRdVJwT3VVR1R3Zi9HNm9hUGJTM1R4OFpUWkZMZXJkZkozUkkvZnZ3NGtaR1JCQVVGM1Q0 | |
|
|
1505 | UHZQSEcKRytUbDVRR3dldlZxdG16Wnd0YXRXekUxTlNVb0tJZ05HellRRkJUVXMxcEZpQXQ5eFdl | |
|
|
1506 | MFBlNFRmVWpJc2FCWkk4SmNGMFpNQVBVQwp1S0tRNVcxdFROVXNINTlNcmtWaGwxOGpkNGpybTRM | |
|
|
1507 | ZXBBbjZKdFpuMGIzc1pDaDRBeUowTjYzYW9OWGN2c056U1BsSXVVc3hXQ0xFCmhUNG4xbWZSclla | |
|
|
1508 | YU9QWS9FSm9LVG9xWUdDVHgzcGxSV0JXRTlzczdQSHRMZkVjRXZSSHJzK2hXMGw1UWJZTnhDdmt0 | |
|
|
1509 | L3VLeUo5ZXoKakhmQXM2OG81TDlmTUNSaWZSYmRLU3VBMU45QlpDa29ZZFFoL3JvVHA5S200ZGJz | |
|
|
1510 | SUhjcEJrT0V1Q0NiNnZKRzR2NlpSZlhoRkNKYwpiK0RxS01LOFI3UVF0d1VtcElLTkFuNmpjNnV0 | |
|
|
1511 | K0RnaEV1K0dJWEtYWWhBVThGOHVHRHF4UG90dUpPMEZ0ejB3UkFIM1hMVU1lSWJoCkxnWThSWWdM | |
|
|
1512 | aGtPc3o5SjdsMUtoL204d1JpRURudStmR1lYbHRURE1GVHpncWR5dlhEQllXZzJjK2lxWFN4OGxF | |
|
|
1513 | V3BaUUlDSGd1NDUKMTRFYmhaRDVPa3hSeUZ6eUw2OTRVSndWcGRnQlR4SGlna0ZMT25DTmpIOG1F | |
|
|
1514 | NkxLWTZ5M1FsSkpCOVFOY09MMWxxVnRsVERnbVhEZAprWk9wMDNCWDRJQ251R05UTUNwanBnekcw | |
|
|
1515 | dCtENUt0bWNwZGlOQ1k4QXBrVG9Gb0J2VlBXcG1wcXA1Z3A2bzVORWVLQ1VSb3gzZ203CnNUNmtp | |
|
|
1516 | RER2a3VIam9PNVJLRkRDbTVrb1NWRWhMcnBUQktPVW5YS1RsSjJwVEIxVWlvMmx3YmREWkhjcEZl | |
|
|
1517 | citDb0dLR1BCVUZoSGkKZ2xFNy9za1ZuQzVuTU5wVERINTI1bVl4WkNob3dGTXBSSWdMUmk4L3U0 | |
|
|
1518 | b0xIeVlUNVZtQnFZbG9sWGRFYVFPZVNpQkNYT2dYdEJvNAorbzlNZkNzdU05UkZBU040dlJTM0Zj | |
|
|
1519 | YW5nSzFJQUtNbi9ndUZmaVVyNlFhRmUxT0pIRllqZHlrR0wvbHJjUGtDUEJSd2gyZC9Ka0pjCjZI | |
|
|
1520 | Y2FhcHVKZS84Y0lhcDhYQnhFOTBwSExxZER6V1l4NEduTVJJZ0wvVmJhZDRYVUgwdG40akNGN0tE | |
|
|
1521 | UVE3ZEtiZzk0aXUxUmpaSUkKY2FGZnF5aHJKUDc5ZENZN0ZJdjF5enVnYm9BVGY0RElZakhnYVd6 | |
|
|
1522 | MEd1SzdkKzhtS2lxSzBhTkg4OTU3N3dGUVZWWEYvUG56OGZMeQpZc0dDQlZSWFYrdXpwRDZVS25j | |
|
|
1523 | QlBXQnNOWGU5M3BOZjVtSjkvcno4dCs3ZmlwWDMrcDJJMndiamszOHk0SmtXSzFjNVJpc3VMbzZB | |
|
|
1524 | CmdBRDgvUHpZdkhsem04Zjg1amUvWWRpd1lZd2ZQNTdNek13ZVgwdHZJVjVSVWNGcnI3M0duajE3 | |
|
|
1525 | U0VoSVlNZU9IVlJVVkxCMTYxYTgKdkx5NGVQRWlIaDRlYk51MlRWOGw5VEZqQzBRd3ZwcTdWMjl4 | |
|
|
1526 | VGcybi81NUNwUHROK2ZiN0xJK1Y1N3Jka0x3UEJuOSsxNEJuZXF5Ywo1UmlsNTU5L251M2J0M1Br | |
|
|
1527 | eUJHMmJObENXVm5aUGM4bkppWnk3Tmd4a3BPVDJiQmhBeHMyYk9qeHRmUVc0aWRQbm1UY3VIRTRP | |
|
|
1528 | anBpCmEydkx0R25UK1AvdDNXMUlVMzhiQi9EdjZCL3pmNXVscTBGQ01aLys2QXgxMm53b1M5U2l6 | |
|
|
1529 | TEhWY053NXMwaU5UTXVLSUFoNkVmZWIKVWdqU0l0SWV6QmZlTWlteExDUEswTjNrUTh1S1dyWGlu | |
|
|
1530 | MDlCeXEyWWFhWGNQZjN1RjlGd2FiazVkODVaWFo5WDduaXVuYThYY1huYQorWGxPYTJzclRDWVRj | |
|
|
1531 | bkp5SUJhTGtaMmRqVHQzN25BVmlmeW0vdlB2djdINHYzL2pMMTlhaXZnam5RKy9YdkFNcHd1ZURo | |
|
|
1532 | c2VIZ1lBCkpDUWtRQ2FUWWMyYU5SUG0ycDA3ZDZEVDZTQ1JTS0RYNjJHeFdLWjlQTTRXRnlVa0pH | |
|
|
1533 | RFhybDNvNnVxQ2g0Y0hybDI3QnJGWWpMdDMKN3lJazVPdU4zVU5DUW1BeW1TYXRqNHI2QjFkUlow | |
|
|
1534 | UmYzMno0K2xKbVYzSXU3Ly93Uitjei9ETXBFQzhHeFRPYTYyZjZSZ0RmdnpnNwpuTk5tR1FENUg4 | |
|
|
1535 | Q2ZjL2hPWXIrWit2L2t2SGxUL3diNytKRmhkTlIyMi9pWkJnQ2hvYUZvYTJ1RFNxV3liak9aVE5p | |
|
|
1536 | OGViUDF0VlFxClJVZEhCd0lEQXgzT3lka1E5L1QwUkhGeE1YYnUzSW5oNFdHRWhZVkJMQmJiZmVP | |
|
|
1537 | WSsvZkRYWnh3NXZYMW5lSTdnc1BjTGJPemVVMDgKM0ZldDc5Ni91RCtvczg2NllXWW5EUTlIMjdY | |
|
|
1538 | Zm5EbU8vNFpqakUyWWZWOXZ1dVU0VHBmNXE5VnFxTlZxQUVCNmVqcFNVbEp3Ly81OQpXQ3dXUkVa | |
|
|
1539 | R3dtS3hJRHA2WXVQYzRFYUxoSkJmaURNekp6bzZHdnYzNzdlK2Z2TGtDVkpTVW16MmlZMk54ZE9u | |
|
|
1540 | VDdGMjdWb0F3TURBCkFBSUNBcVoxUEU1WHAvVDM5d01BR2hvYThQanhZMFJGUlNFMk5oYmw1ZVVZ | |
|
|
1541 | R3h0RGVYazU0dUxpdUl4RUNDRXphdDY4ZVFDK3JsRHAKN3U3R3paczNFUnNiYTdOUGJHd3NhbXBx | |
|
|
1542 | TURnNGlLcXFLc2psOG1rZmo5TXpjWjFPaC83K2ZuaDVlYUc4dkJ3aWtRaDVlWG5Jek14RQpjSEF3 | |
|
|
1543 | b3FLaVVGUlV4R1VrUWdpWmNjWEZ4Y2pOemNYSGp4K3hlL2R1TEZpd0FHVmxaUUNBM054Y3hNVEVZ | |
|
|
1544 | TVdLRlZBcWxaQklKS2lzCnJKeit3UmlQakVZakN3a0pZVUZCUWV6NDhlTVR2bSt4V0ZoY1hCd1Rp | |
|
|
1545 | OFhzNk5HakR0VzZpak9aWlRJWkN3c0xZd3FGZ2tWSFIzTVYKZWNyTWxaV1ZMRHc4bklXSGh6TzlY | |
|
|
1546 | cytlUDM5dWQ2M1E4Z3ExeDVjdVhXTGg0ZUVzSWlLQ3BhYW1NcFBKWkhldEVEUHowV2Q3KzJReQpt | |
|
|
1547 | ZGlzV2JQWXhZc1hIYTUxUjd3T2NZVkN3WXhHSSt2dTdtYkJ3Y0ZzWUdEQTV2djkvZjNzN3QyNzdP | |
|
|
1548 | REJneE1HNGxTMVFzenM1K2ZICkJnY0hPY2s1M2xTWlcxcGEySnMzYnhoampGVlVWTERNekV5N2E0 | |
|
|
1549 | V1dWNmc5ZnZmdW5mWHJwcVltdG5MbFNydHJoWmlaano3YjA2ZFAKbno2eHBLUWtwbEtwYklZNFh6 | |
|
|
1550 | M21BbTkvZG0vUFdrcXBWQXFsVW9uWnMyYzdYQ3Uwek44d2ppL1MycE41MmJKbDFzL3hWQ29WakVh | |
|
|
1551 | agozYlZDeXZ1TkVIdnM2ZWxwczcrSGg0ZmR0VUxML0EyWGZiYTNUeWRPbklCT3A0TlVLblc0MWwz | |
|
|
1552 | eE5zUi90SmJTMWJYT2NQYTRJcEVJCnljbkoyTEJoQStycTZsd1JjUUpITTU4K2ZkcTZnb2lQUGp1 | |
|
|
1553 | VEZ4QjJqMnRyYStIbjU0ZnM3R3ljT1hQR29Wb2haRDU5K3JSMU85ZDkKdGlmdnExZXZjUG55WmVU | |
|
|
1554 | bDVWa3oybHZyenVoT3doeHFibTZHcjY4dkxCWUwxR28xWW1KaXNIRGhRcjVqV1RVME5LQ3lzaEl0 | |
|
|
1555 | TFMxOApSN0hMWkhtRjNHT3RWZ3V0Vm92cTZtcHMyTEFCRHg0ODREdlNsTVpuMW1xMTFzeEM3UFBl | |
|
|
1556 | dlh0UldGZ0lrVWcwNlRyc1h4VnZaK0xSCjBkRTJOMzE1OHVTSjNjc0xuYWwxaHJQSDlmWDFCUURJ | |
|
|
1557 | NVhKb05CcGN1WEpseGpOK3o5N01qeDQ5d280ZE8xQlhWd2R2YjIrSGFvV1MKRnhCMmo3L1p1SEVq | |
|
|
1558 | ZW50N01UWTJCcVZTNlJiL2xzZG5Ccmp2c3oxNTc5MjdoL1QwZFBqNys2T21wZ2I1K2Ztb3E2dmpi | |
|
|
1559 | VjV3aHM4UAo1TDlkYk9qcTZ2cnB4WVpEaHc3OThNTG1WTFV6YmJxWjM3OS96MFpHUmhoalh5OSto | |
|
|
1560 | b2FHc3Bjdlh3b2ljMDlQRHdzS0NtSnRiVzBPCjF3b3ByNUI3L09MRkMvYmx5eGZHR0dQMTlmVnMz | |
|
|
1561 | YnAxZHRjS0xUTmZmWGFrVDF1M2JtVTFOVFhUcW5VM3ZBN3hwcVltRmhJU3dnSUQKQTFsSlNRbGpq | |
|
|
1562 | TEhTMGxKV1dscktHR09zcjYrUExWcTBpTTJkTzVkNWUzdXp4WXNYczdkdjMvNndWc2laT3pvNldF | |
|
|
1563 | UkVCSXVJaUdESgp5Y25zM0xsemdzbWNrNVBESkJJSlV5Z1VFNWFNOGRIbjZlWVZjbytMaW9yWWtp | |
|
|
1564 | VkxtRUtoWUZsWldjeHNOdiswVnNpWitlcnpWSG5ICiszNkk4OVZqTG9nWSswMCtPQ0tFa0Y4UVBk | |
|
|
1565 | bUhFRUxjR0ExeFFnaHhZelRFQ1NIRWpkRVFKNFFRTjBaRG5MaGNjbkl5YnR5NFliT3QKdUxnWStm | |
|
|
1566 | bjVrKzd2NStlSDE2OWYvL1E5RHg4K2JQTTZQajRlQU5EZDNZMndzREFBUUh0N08vYnMyUU1BTUJx | |
|
|
1567 | TmFHMXRuVlorUW9TTQpoamh4T2IxZUQ0UEJZTE90dXJvYUdSa1prKzV2enhOT2podzVZdk82dWJs | |
|
|
1568 | NXdqNUtwUklsSlNVQWdNYkdScmY1UzFSQ0hFRkRuTGhjCldsb2E2dXZyOGVuVEp3QmZ6NVo3ZTN2 | |
|
|
1569 | eDRjTUhwS2FtSWo0K0htZlBucDIwVnF2Vll1blNwVWhPVGtadGJTMEE0TUNCQXhnYkcwTmsKWktU | |
|
|
1570 | MU9ZV1RQU0tycWFrSmFyVWFQVDA5S0Nzcnc3Rmp4eEFWRllYYnQyOGpJQ0RBbW1ka1pBUUJBUUg0 | |
|
|
1571 | L1BtekszNThRbHlLN3AxQwpYRTRpa1NBbUpnYlhybDJEUnFPQndXQ0FUcWZEOXUzYmNmMzZkY3lm | |
|
|
1572 | UHg4cEtTbUlqNCtmOElTVDh2SnkrUGo0WUdSa0JJbUppZEJxCnRTZ3NMTVRKa3lkdDdqM3lzN04z | |
|
|
1573 | bVV5R0hUdDJ3TXZMQy92MjdRTUFKQ1ltb3I2K0h1dlhyNGZCWUVCYVdocG16YUpIdXhQM1EyZmkK | |
|
|
1574 | aEJQalAxS3BycTVHV2xvYTVISTVnb0tDNE9QakE1MU9OK25kOEF3R0ExYXRXb1g0K0hoMGRuYkNi | |
|
|
1575 | RFpQNi9qc3V4c2liZHUyRGVmUApud2NBVkZSVUlDc3JhMXJ2U3dqZmFJZ1RUbWcwR3R5NmRRc1BI | |
|
|
1576 | anpBNk9qb2hETm54dGlFYloyZG5UaDE2aFF1WExnQXM5a01mMzkvCkRBME5UZXY0MzcvMzh1WEww | |
|
|
1577 | ZDNkamFhbUpueisvQm1ob2FIVGVsOUMrRVpEbkhCaXpwdzVTRXBLUWxaV0ZqSXlNaEFYRjRkbno1 | |
|
|
1578 | NmgKbzZNRFEwTkRxSzJ0aFVhanNhbnA3ZTJGVkNxRlJDSkJjM016SGo1OGFQMmVWQ3JGNk9pbzNj | |
|
|
1579 | ZVh5V1FZR0JpdzJiWmx5eFpzMnJRSgoyZG5aenYxd2hQQ0loampoakY2dmg5bHNobDZ2aDBna1Fs | |
|
|
1580 | bFpHUW9LQ3FCU3FaQ1RrMk85Y2YrM3MrWVZLMVpBSnBOQkxwZWp1TGdZCnExZXZ0cjVYUVVFQlZx | |
|
|
1581 | NWNhYjJ3T2Y1TWU3S3YxNnhaZy9iMmRrUkdSbHBYc21Sa1pHQm9hQWg2dmQ2MVB6Z2hMa1Ezd0NL | |
|
|
1582 | L3JhcXEKS2pRMk5scWZza09JTzZMVktlUzNWRkJRZ09ibVpseTllcFh2S0lRNGhjN0VDU0hFamRG | |
|
|
1583 | bjRvUVE0c1pvaUJOQ2lCdWpJVTRJSVc2TQpoamdoaExneEd1S0VFT0xHYUlnVFFvZ2IrejlSck1B | |
|
|
1584 | ZGgrc2ZSUUFBQUFCSlJVNUVya0pnZ2c9PQo= | |
|
|
1585 | </png> | |
|
|
1586 | </output> | |
|
|
1587 | </outputs> | |
|
|
1588 | </codecell> | |
|
|
1589 | <markdowncell> | |
|
|
1590 | <source>Plot the value of the Asian put in (volatility, strike) space.</source> | |
|
|
1591 | </markdowncell> | |
|
|
1592 | <codecell> | |
|
|
1593 | <input>plt.contourf(sigma_mesh, strike_mesh, prices['aput']) | |
|
|
1594 | plt.axis('tight') | |
|
|
1595 | plt.colorbar() | |
|
|
1596 | plt.title("Asian Put") | |
|
|
1597 | plt.xlabel("Volatility") | |
|
|
1598 | plt.ylabel("Strike Price") | |
|
|
1599 | </input> | |
|
|
1600 | <language>python</language> | |
|
|
1601 | <prompt_number>15</prompt_number> | |
|
|
1602 | <collapsed>0</collapsed> | |
|
|
1603 | <outputs> | |
|
|
1604 | <output> | |
|
|
1605 | <output_type>pyout</output_type> | |
|
|
1606 | <text>&lt;matplotlib.text.Text at 0x3487c50&gt;</text> | |
|
|
1607 | <prompt_number>15</prompt_number> | |
|
|
1608 | </output> | |
|
|
1609 | <output> | |
|
|
1610 | <output_type>display_data</output_type> | |
|
|
1611 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVdjQUFBRVhDQVlBQUFCeG1vVk1BQUFBQkhOQ1NWUUlD | |
|
|
1612 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6dDNYbGNW | |
|
|
1613 | T1grQi9EUGM0WnQyRUZsY2NNdEJVbFpGRUVSWERKenlWMHJ1OVV0CnJYdlZydG05ZGUvdjNtdjlz | |
|
|
1614 | bFV0TFpmSzFGSXpzODF5U2MzU2tsVTJSWEZEY01NRlVGQVVCbVpnbURuUDd3OS9raWJMekRBenp6 | |
|
|
1615 | bG4KbnZmcnhlc2xNM1BPZkRqQ2w4T3pFa29wQmNkeEhDY3BBdXNBSE1keDNMMTRjZVk0anBNZ1hw | |
|
|
1616 | dzVqdU1raUJkbmp1TTRDZUxGbWVNNApUb0o0Y2VZNGpwTWdYcHc1U1VoTlRVVm9hQ2pyR0J3bkdi | |
|
|
1617 | dzRjell4ZE9oUStQdjdRNi9YbS9UNmhJUUVuRHAxeWlaWnVuVHBBbmQzCmQzaDVlU0VtSmdhdnZ2 | |
|
|
1618 | cXFTYmsyYk5pQWhJUUVtMlRpdUpidzRzeFpYVkZSRWJLenN4RVFFSUFkTzNhd2pnTkNDSGJ1M0Ft | |
|
|
1619 | TlJvTlAKUC8wVW4zLytPWDc0NFFmV3NUaXVXYnc0YzFhM2NlTkdqQmd4QWs4KytTUSsvL3p6dTU1 | |
|
|
1620 | TFMwdkQ2TkdqNGUvdmo0NGRPMkxwMHFVQQpnS1NrSkhUcTFLbmhkWXNXTFVLUEhqM1FwazBiL09s | |
|
|
1621 | UGYwSnFhbXJEY3hzMmJNRGd3WVB4eGh0dm9FT0hEaGcxYWhReU1qSk15aFlSCkVZSFJvMGRqMTY1 | |
|
|
1622 | ZHVIRGhBZ1JCZ0NpS0RjOFBIVG9VbjMzMkdVNmRPb1ZaczJZaEl5TURYbDVlOFBmM2I4MGw0VGl6 | |
|
|
1623 | OGVMTVdkM0cKalJ2eDZLT1A0cEZISHNIUFAvK01zckt5aHVmKy92ZS80NjkvL1N1dVhidUdFeWRP | |
|
|
1624 | WVBqdzRZMmVvMGVQSGtoTFM4UGx5NWZSdjM5LwpQUDc0NDNjOW41T1RBd0E0ZnZ3NDR1TGk4Szkv | |
|
|
1625 | L2F2WlRMZFhLVGg4K0RCKyt1a25USm8wQ1kydFhFQUlBU0VFb2FHaFdMMTZOUVlPCkhBaU5Sb09L | |
|
|
1626 | aWdxenJnSEh0Ull2enB4VnBhV2xvYmk0R09QSGo4ZDk5OTJIM3IxN1kvUG16UTNQaTZLSXMyZlBv | |
|
|
1627 | cXFxQ2o0K1BvaUsKaW1yMFBGT25Ua1ZRVUJEVWFqVmVmUEZGRUVKdzZOQ2hodWM5UER6d3lpdXZ3 | |
|
|
1628 | TS9QRDMvOTYxK1JsWldGbXBxYVJzOUZLY1hFaVJQaAo3KytQZWZQbVljNmNPWmc0Y1dLTFh3dGZk | |
|
|
1629 | b1pqaVJkbnpxbysvL3h6akJ3NUVsNWVYZ0NBYWRPbTNkVzBzWEhqUnVUbDVhRmJ0MjZZCk5tMGE4 | |
|
|
1630 | dkx5R2ozUGpoMDdNSG55WkxSdjN4NysvdjRvTFMzRjBhTkhHNTRQRHcrSElOejY5ZzBPRG9iQllN | |
|
|
1631 | RFZxMWNiUFJjaEJOdTMKYjBkRlJRVlNVbEx3NzMvL3UrRllqcE1xL2gzS1dZMU9wOE8zMzM2TDMz | |
|
|
1632 | NzdEY0hCd1FnT0RzYlNwVXVSbDVmWFVGakR3OE94Y2VORwpsSmFXb2srZlBuajIyV2Z2T1U5TlRR | |
|
|
1633 | MmVlKzQ1L1BuUGY4YXBVNmRRVVZHQkRoMDZXUDFPdGwyN2RuQjJkc2FWSzFjQUFBYURBY2VPCkhX | |
|
|
1634 | dDRYcVZTOGJ0bmpobGVuRG1yMmJadEc1eWNuSkNmbjQrOHZEems1ZVVoUHo4ZkNRa0oyTGh4SSty | |
|
|
1635 | cjYvSGxsMStpc3JJU0FCcUcKdC8yUlJxTkJkWFUxZ29PRElZb2lGaTVjaUpLU0Vxdm45ZkR3UUZ4 | |
|
|
1636 | Y0hOYXNXWU9LaWdvc1hMZ1FHbzJtNGZsKy9mcmg5T25UcUs2dQp0dnA3YzF4TGVISG1yR2JqeG8y | |
|
|
1637 | WU1XTUdPbmJzaUlDQUFBUUVCQ0F3TUJCLys5dmZHdHFkTjIzYWhLNWR1Nkp6NTg3SXlzckNzbVhM | |
|
|
1638 | CkdvNG5oQUFBZ29LQ3NIRGhRano1NUpPSWlJaUFYcS9INE1HRDczcmQ3ZGYrOFZoekxWcTBDQmta | |
|
|
1639 | R2VqVHB3OUVVVVI4Zkh6RGM3MTcKOThiRWlSTVJIaDZPZ0lBQWk4N1BjWllpZkxGOWp1TTQ2Ykg2 | |
|
|
1640 | bmZPTUdUTVFHQmlJUG4zNk5EejIzWGZmSVR3OEhDcVZDcm01dVhlOQpmc1dLRlEyOSttbHBhZGFP | |
|
|
1641 | dzNFY1oxZU4xY0RibGk1ZENrRVFUQnFhYWZYaS9Nd3p6MkRQbmoxM1BkYW5UeDlzM2JvVmlZbUpk | |
|
|
1642 | ejFlClZsYUdqei8rR0wvKytpdFdyVnFGRjE1NHdkcHhPSTdqN0txeEdnZ0FseTVkd3Q2OWV4RVNF | |
|
|
1643 | bUxTZWF4ZW5CTVNFdURuNTNmWFk2R2gKb2VqWnMrYzlyODNLeXNLb1VhUFF1WE5uREJreUJKVFN1 | |
|
|
1644 | enBrT0k3ajVLYXhHZ2dBLy9qSFAvRHV1KythZkI2bUhZTFoyZGtJQ3d0cgorTHhYcjE3SXpzNW1t | |
|
|
1645 | SWpqT003NnRtL2ZqbzRkTzZKdjM3NG1IK05rd3p3dGFtcjZyQ21QY1J6SE5hVzE0eHg4Q0VHVmlh | |
|
|
1646 | LzE5UFJzCjlpOStyVmFMZDk1NUIzdjM3alVySDlQaUhCc2JpMzM3OWpWOGZ1clVLY1RFeERUKzR1 | |
|
|
1647 | a3RmekYrZ1NJNi9GZUxRcFhZNG10dHpiaDQKSVZULzh4L1dNZTRTS09qd2dzOVhxQ0xsalQ2ZnZD | |
|
|
1648 | QVZReGJJWjRuTTV2SjJweUltaVdzQVNHdU04c0kzalBqUC82cGFkeEtSd25OagpKSVQ4SE91RWFz | |
|
|
1649 | R0NBOENDUWVZZmQ3VjhDSzV1VExaK29CWkVXT0VjVlFBYW43dmF5UHUxTUE3KzdObXpLQ29xUWtU | |
|
|
1650 | RXJXU1hMMTlHCnYzNzlHbFp1YklyZG16WHUvSTB4WU1BQS9Qenp6N2g0OFNLU2twSWdDRUtqa3hK | |
|
|
1651 | TWRlT3FnQXNMUE5DN3ZwWGYvQXAxVlZSalErVTAKZUZCdjFsRnM3aXdSY0ZENE0rc1l0aUVRVkQ5 | |
|
|
1652 | NkZyUk5aOVpKbXRXdTdRRzRkSkYyUm52bzA2Y1BybDY5aXZQbnorUDgrZlBvMkxFagpjbk56V3h3 | |
|
|
1653 | N2IvWGlQSDM2ZEF3YU5BZ0ZCUVhvMUtrVDFxMWJoMjNidHFGVHAwN0l6TXpFMkxGak1YcjBhQUJB | |
|
|
1654 | WUdBZ1pzK2VqZUhECmgyUE9uRGxZdm54NXE5OWZjNE9nNEgvZEVWSExDM1JqVG90ZStGSHpDRnlw | |
|
|
1655 | Rytzb05wZEUxQ2dsMDFuSHNBMTFOWFJQdW9NNnExa24KYVpKQTZ0RitYRHZXTWV6dWRnMHNMQ3hF | |
|
|
1656 | cDA2ZHNINzkrcnVlTjdXWlZoYVRVQWdoSmpWcjNNbkZqYUxmR3pvY2NqZllLRlh6eExSVQpDSU9s | |
|
|
1657 | MjBRdzByVUVNZTVmd1VCK3Z6NUZTUmZRWmFocHczeWt3SlM4QXFXWUkyYkREYW5OdnM1ZVVwTkZK | |
|
|
1658 | QXl4M2oyUjYrRVl1SDZkCmJyWHpOU2JwRWpDMFU4dXZhOHI1Z3pIUUpOdW5DUWE0MWF6UjJySkdD | |
|
|
1659 | REc5V2NNSzc5ZG9CcVVXWndCd2NxR0lXNkJEdGplYkFpMTEKajdxZFExZjFGbEFpK1crQlZ2R2lG | |
|
|
1660 | SDhSZndEQmVkWlJiTUo5eDBBNHBkdS9iZGRVZGJRakNqOHNBelZ4eTdMV1VrcHhWdlRhR2dZOQpR | |
|
|
1661 | Zm9yYWd5c2NHWWRSWksrcWUyR1N2MFkxakZzVGtNSXRnc1RBWGl5am1JVDJqSFpvSjNEV2Nkb2tp | |
|
|
1662 | dTVqSFpUQjdLT0lUdUtMczRBClFFV0M1TmZjRUgvRmhYVVVTVnBWY3orSWZnanJHRFozaHFod1NL | |
|
|
1663 | a2RoRTVHNkNaU1VBa1BPUTBJeW9Senh3NnNZOGlLNG9zekFJQVMKN0gvTEZZTXY4Z0xkbUVYVnNY | |
|
|
1664 | QTM5R2NkdytiMkV6V3VrTWRZeDdBSlE0Y3pFQWNNYnZtRmpBaWtEdTBuZG1RZFExWWNvemdEQUFo | |
|
|
1665 | KwplOWNOZzArN3NnNGlRUVN2VncyRGp4alc4a3RsYmpQcGdGcEl0NGkxaG01a0FhaWJkSWRKZXJ0 | |
|
|
1666 | a3dYTlE0OXVTY2ZkeW9PSjh5Mi9MClhUSHdtUEtIa1psTGhJQTNiNDZCcnlpZjBScVdFQW5CRjBJ | |
|
|
1667 | c0tMcXdqbUoxb3VkTkdCNlVidkVqQkdnZmR3TndZanIzVFRZY3JqZ0QKUVBKcUY4Um11em5tRjk4 | |
|
|
1668 | TUhaeXd0R29pZkdnZzZ5ZzJWVWtJZGdpVEFYaXdqbUoxdW9GWm9BSGRXTWRva2hzcFF0dkpGa3cz | |
|
|
1669 | ZEVBTwpXNTlTTjdvZ09rWE5kdjY2QkYwVDNiQzJjaW84cUEvcktEWjFtZ2pJVldJSG9VcEUzY050 | |
|
|
1670 | V0tkb1ZtQ25RM0FLNUR2THRNUmhpek1BCkhQaldHZmYvb2dadmhiN2JlZEVUV3pXUHdvMUtkL2Fa | |
|
|
1671 | TmZ4RzNIRlZnUjJFK2w1NUVNTUdzSTdSSkJWcUVEeTVCK3NZa3VmUXhSa0EKc25jNG84ZDJkd1gr | |
|
|
1672 | Z2RzNmh3MStTS3Q1QkU1VTJXUEV2eVFkVUlmNGxsOG9NN3F4MTBCVjB2Mi84MVVmZ0h2L2UzY0s0 | |
|
|
1673 | WDduOE1VWgpBQTd2ZFVLSGI5d2gzWDV1Tm43VkI2RlFOd21FS3ZmYlJDUUVHNFU0VUNpckk5VFk3 | |
|
|
1674 | aktNZzZYYnRrc0kwQ0doRmhDVSs3M1ZXdnpLCi9ML2pxVTVvODdrSC9DSGRnZndzZkZmYkZSVjFZ | |
|
|
1675 | MW5Ic0tsS1F2Q2pBanNJdGNPUGducTJaUjJqU1dyaE5OcE1WT2F3Um12Z3hma08KQlRrcXVLOXhS | |
|
|
1676 | d0F2MEhkWm8rME5VVCtNZFF5YktpUXE1WFVRdXRXZ2ZuUnYxaW1hRmRqMUNGUnRwTjJCeVFvdnpu | |
|
|
1677 | OXc3cWdLWktVSApPbEJlb08vMFhuVU0xQWJwZGpKWnc2ME93a2RaeDdDcTJ1Z00wSTdTblZ6a2hD | |
|
|
1678 | b0VUNUZ1UHBaNGNXN0VwUUlCMmlVZTZDTHl5L003CmdnVlZRK0Z0bE80Q085YndKZW1JT2tpM3Jk | |
|
|
1679 | WnNBa0h0T0drdlcrRG5tUVoxaExUdjhGbmcxYWNKVnk4SXVQYU9PM29ZK1NYNkhjR2IKbGFQZ0sz | |
|
|
1680 | WmxIY1JtYm5VUURsUlVCMkY5bDN3WW82VDdDNGNRb01Nd1pTOWJhd2xlZVpwUmNVVkE4WnNlQ09Q | |
|
|
1681 | YlhqV29oUk9XVkU2QQpEdzFpSGNWbWJuVVFUZ0hnempxSzFlaEdYd1IxbHU3WDQ2N0toOTg0NVEx | |
|
|
1682 | cGJBMWVuRnRRZVkzZzlHdnU2RnZIQy9SdDE2a3IxbFJPCmhTZjFaUjNGWmdxSmdNUGthZFl4ckVi | |
|
|
1683 | MEtZTmh1TFQ3RElKNzVrUHc0UU5hYitQRjJRVGFLb0tqcjdvaldzY25lOTlXSkhwZ2krWlIKdUZI | |
|
|
1684 | cDNvMjExcStDTzhySUk2eGpXSTB1NFNDb24zU1g3WFJDQllLbVJyS09JUm04T0p0SXJ5VTRPRitO | |
|
|
1685 | R0EwdjBMZmxHWHlSWERNTgp6bFRhSFU2dHNZbDBRaDBVc291SHN4NzZzZExlRGJ1TlR5cmN3dTVq | |
|
|
1686 | SFVNU2VIRTJnMEZQa1BHS0duRTNwRHN0MXQ2UzlFRTRxWjBNClFhR3pDRzkxRUE0Q2hiU0xtcW5x | |
|
|
1687 | N3MrQjJGMjZkNmVFVUxSL2lDL3BDL0RpYkRiUlNKRHl2MjRZVk1ZTDlHMC8xSVdnck81aDFqRnMK | |
|
|
1688 | cHBJUTdCS21BRkRBUWxDRW9IWmNMU2lSN28rK3Arb1lmRWRKZDNTSnZVajNmMGpLS0VIU0cyNkl2 | |
|
|
1689 | NnpjUCtmTjlaazJEQWI5Q05ZeApiT1lVVWVHSVFqb0lEY0huSU1aSmU5cDBjUGhwQ0o3SzNKRFhW | |
|
|
1690 | THc0VzR4Zy95SlhERDdERnh5OWJXbDFOTnpxNDFqSHNKbDlnZ2ZLCnlEVFdNYXhDOStBcFVMVjAx | |
|
|
1691 | K3gyUmprQ3BrYXpqbUdSR1RObUlEQXdFSDM2L0w3cTNqLy8rVStFaFlVaE9qb2FMNzc0SW5RNlhZ | |
|
|
1692 | dm4KNGNXNVZRaCtXK2FLUWNkNWdiNkY0SFZOSXJ5TnlsMEtjaFBwREQzay93dEk5TGlKK3BIUzNk | |
|
|
1693 | SUtBTnI2cDhPMWgvd21QRDN6ekRQWQpzMmZQWFkrTkhEa1NKMDZjd01HREIxRlRVNFBObXplM2VC | |
|
|
1694 | NWVuSzBnNlJOWHhCMTA0OHNsQVFBSVhxOThDTDVpZDlaQmJPSldCMkU4CktEcXhqdEpxdGJHWm9J | |
|
|
1695 | SFMvWDhTaUJIdHg4aHZMSDFDUWdMOC9QenVldXpCQngrRUlBZ1FCQUVQUGZRUWtwT1RXendQTDg1 | |
|
|
1696 | V2tyTEIKQmYzUzFPQlRWUUE5VkZoOGN4eDhhSHZXVVd6aUppSFlKVXlGN0RzSVZTSnF4L20xL0Rx | |
|
|
1697 | R3ZKd1B3L3VCV05ZeDdwSURZTlVkSCtaYQp1M1l0eG8wYjErTHIrS0JkS3pyd3RUTmlhNEVUSTNU | |
|
|
1698 | UXN3N0QyRTI0NHVQS0taamw4eVUwcElKMUhLczdSVlRvUko1R0JMWGt4MU02CjZ1ODdDdGZ3V0Fn | |
|
|
1699 | bnNsaEhhVkw3aUV2UXBMdUIxdGJhOVgzN3Z0VEU0d0JtM3ZINUowdE5QK2NiYjd3Qkx5OHZUSnZX | |
|
|
1700 | Y3Q4RnYzTzIKc3F4dHp1aTUwMTFCcXpKWTdyTG9qcTgxMDZDbXlsckUvcmE5Z2dmS3lWVFdNVnBO | |
|
|
1701 | TzZZY1ZDWGRrVWN1cEFRQlU2VjE5MnlKRFJzMgo0T2VmZjhhbVRadE1lajB2emphUXU4Y0puYjV6 | |
|
|
1702 | aHhmcklCSnczT0NMWDZzZlVld3N3aTlJQ1BTUWQrRVEyMTZHTVVIYTQ0cmJCV1RBCkpVUys3Zng3 | |
|
|
1703 | OXV6QmUrKzloeDA3ZHNETnpiUkpOcnc0MjhpeFpDZTArOElEdnJ5YkVLbjFBVGltblFLQktxOUZY | |
|
|
1704 | aVFFWHdpRFFTSGQKTlN0TW9SMStCTlFyZ0hXTUpnbEVqK0R4OGxnSmNmcjA2UmcwYUJBS0NnclFx | |
|
|
1705 | Vk1uckZ1M0RuUG56a1YxZFRWR2pCaUJxS2dvekpregpwOFh6RUVxcDVCZFNKWVFBMHlVZnMxSGRJ | |
|
|
1706 | NHlvZlU2TGNzZ3p2elU5N1Y2QVFMZHRyR1BZUkJnMVlxeTRDb0I5MjBXdHllMVFMRnkrClRXVWRv | |
|
|
1707 | MG1VQWtVNS9hRkpQZGpzNnlJQXRMYXNFVUpBbTJoenZ1ZTFTMXYvZm8zaGQ4NDJkalpQQmRWS0Q3 | |
|
|
1708 | VG4yMTVoZzdZWDZ1cEcKc281aEUvbEVoYU15bjBGWUc1VUoya202TzVJUUFyU1B1UXJpb3N3bXNq | |
|
|
1709 | L2l4ZGtPTGhZSXFIdmZBeUY4Mnlzc3E0bUNTNzIwMnpjdAo5WXZnaVd0eTdpQVVDR3JIUzNzQWx5 | |
|
|
1710 | dTVoTFpURkxKS1lBdDR0YkNUMHZNQ2JpeHlSM2UrN1JYZTFBeUdsekdDZFF5YjJDanpEc0w2Cnpx | |
|
|
1711 | ZGdqSmIyamlTQndWbHdiaC9NT29iTjhVcGhSOWRLQkpTKzVZNVFnNk5mZG9MWEt4K0VyNmk4ZFh0 | |
|
|
1712 | RlFyQko1aDJFdXRIblFWMmsKTy94UklMVUlucVNjUFI2YjR1aFZ3dTV1bGdzNCs1b0grdWlWTjNM | |
|
|
1713 | QkhQVlE0WjJiRDhPWGRtQWR4ZW9xQ01GdVlSb0FlYTVMTEhwZgpnMkY0RE9zWXpmSnh6WVJIbkhU | |
|
|
1714 | WHBiWUdYcHdacUtra09QNktPNkowamwyZ05YREJoNVZUNEVYYnNJNWlkZmxFaFdQa3o2eGpXRXcz | |
|
|
1715 | Ck9BZTBqWFRIRlJNQ2RCaFlCYWlVK3pQRWl6TWpkVnFDM1BudWlLbVdkZ2VNclJXTGFteldUSU03 | |
|
|
1716 | VmQ3YXZUOExYcmhHcHJDT1lSbm4KZXVqSFNydHB4azA0aDdhVHBOMCszaHE4T0ROVXJ5ZkltSzlH | |
|
|
1717 | M0UzSDNsWGxwTUVIZTZvZmdRdFYzdEtybTBnWDZDSHRYYStiVXRmNwpJTVFlMGw1V05MQnpMcHph | |
|
|
1718 | dFdVZHd5WjRjV1pNTkJLa3ZPcUdRZVdPWGFBejZ0c2hWenNWS29YTklqUVFnaStGQkZESXNHMmRF | |
|
|
1719 | TlNPCnF3RVZwUHQvb2lMVkNKclNpM1VNbStERldRb29RZExyYm9ndmRvekI5VTNaVmRjUkYyc25B | |
|
|
1720 | QXFic0hPZEVPd1JwZ0dRMzE4R2hxQWkKeVc5cDVlZWVEdmZvKzFuSHNEcGVuQ1dEWVA5Q1Z3dytK | |
|
|
1721 | NzhmWUd2YXBMc1BXdjFEckdOWTNRbmloT015blVGWTgrQUpVSGZwcnZ0TQpDTkJoaVA3V1B4U0VG | |
|
|
1722 | MmRKSWZqdGZWY01PdW5ZQlhwbFRRU2M2aE5ZeDdDNlBZSVhycFBKckdPWXo3MEs5U1A3c2s3UkxM | |
|
|
1723 | VlFDUDhKCjByN0ROeGN2emhLVTlMRXI0bklkZTl1cnR6VUQ0V21RZG1lVUpiNGdYVkVQYVk4aGJr | |
|
|
1724 | enRnRXpRb0I2c1l6UXJxTnRScVB5bGU0ZHYKTGw2Y0pTcGxuUXY2SDNCejRHMnZDQlpVallDdjJK | |
|
|
1725 | TjFFS3N5RUlKTlFpSW9aTGFGbDRxaWRweDBkK3NHQUNkU2lhQ3A0YXhqV0Ewdgp6aEtXdnRrRmZY | |
|
|
1726 | OVZ3MUhIY1JnaDRPMmJEOE5YbE81a0NFdmM2aUI4RkhMcklLenZjUXhpSDJudlBPN3ZtY1k2Z3RW | |
|
|
1727 | WXZUalBtREVECmdZR0I2Tk9uVDhOakdvMEdFeVpNUU9mT25URng0a1JVVjFjREFJcUtpcUJXcXhF | |
|
|
1728 | VkZXWHlBdFNPSm11ck0wSjN1Y3Q5SzFHTFZjTVoKeTZzbXdadTJZeDNGcWs0UUZVN0lzSU5RTytZ | |
|
|
1729 | S3FKTjBmNmtvcVUvUTZzWDVtV2Vld1o0OWUrNTZiTldxVmVqY3VUTk9uejZOamgwNwo0cE5QUG1s | |
|
|
1730 | NHJrZVBIamg4K0RBT0h6Nk1qei8rMk5weEZPSFFUMDRJK2Q0ZHlwdERaNW9yb2hxZlYwMkZCL1Zt | |
|
|
1731 | SGNXcWZoSzhVRUVtCnNZNWhGdEcvQk1aRXgxaXlreldyRitlRWhBVDQrZDNkS0orZG5ZMlpNMmZD | |
|
|
1732 | MWRVVk0yYk1RRmFXZEhmNmxhcWorNTBRdU1rRHZxeUQKTUZKbzlNYk82a2ZnU3VXNW1GQlROcEp1 | |
|
|
1733 | cUVkLzFqSE1vaDE2R05RN2tIVU14YlBMd2c0NU9Ua0lEUTBGQUlTR2hpSTdPN3ZodWZQbgp6eU15 | |
|
|
1734 | TWhLeHNiR1lNMmNPSWlLYVdPZjMySUxmL3gwd0ZBZ2Nhck84VXBXZnFVSVlQS0Ivb2daYTFtRVl5 | |
|
|
1735 | SzV2QXovdE5QUjMveG9HClVzODZqbFhjbWtFNEJFK0xGd0dVc1k1akdsY2Q5QS9mRDlmTlYxa25B | |
|
|
1736 | UUFrWGJyMW9UUjJLYzVON2EvVnZuMTdYTHAwQ1g1K2Z2anAKcDUvdzVKTlA0dWpSbzQyZnBNOEMy | |
|
|
1737 | d1dVa2Z4TUZmcjd1K1BrR0MwTXJNTXc4SE5kZTNoaU1ucTZiNEZJakt6aldNVTFRcEFxUElZRQpj | |
|
|
1738 | U1VnazcwbTYvcG13L2xRUHdnRmgxaEh3ZEJPdHo1dWV6MkRYUlpyc3N0b2paaVlHT1RuNXdNQTh2 | |
|
|
1739 | UHpFUk56YTV5bmk0dExReFBJCjZOR2o0ZVRraERObnp0Z2prcXdkM08yRTZBeGwvWGx2anUvcnV1 | |
|
|
1740 | QlM3UVFRQlUzenppSXV1RW9lWVIzRGRJUkFPL0VhcUxNNzZ5U0sKWlpmaUhCc2JpM1hyMWtHbjAy | |
|
|
1741 | SGR1bldJaTdzMUhPZmF0V3N3R20vZC9lVG01a0tuMDZGSEQya1BkSmVLdEM5ZEVGOGczVjV6Vzl1 | |
|
|
1742 | awp1dzg2L1lPc1kxalZWNlFqREpEUDlsMmlmeWtNRDhsenhUMDVzSHB4bmo1OU9nWU5Hb1RDd2tK | |
|
|
1743 | MDZ0UUo2OWV2eCt6WnMzSHg0a1gwCjZ0VUx4Y1hGbURWckZnQWdKU1VGRVJFUmlJeU14RHZ2dklQ | |
|
|
1744 | VnExZGJPNDZpN1YvcGd2aFN4MTBzYVhsTkpIekVNTll4ck1aQUNINFEKSGdEZ3hUcUt5WFNETWtB | |
|
|
1745 | N0t1Zi93QnJNR1U3Y0hFS2JhaENXRUVJSU1GM3lNZGtnRkFsdjY1RGw3WWd0MEVCYm9SYnpmRDVI | |
|
|
1746 | TmJuSgpPb3JWakJTcjBaZCswdklMSmNLcHVBZlVIeGFBaU5Mb0F5QkxtKzduTXZrY2hJQytaTm43 | |
|
|
1747 | cGFhbXd0UFRFMDg5OVJTT0hUc0dBSGozCjNYZHg2ZElsTEZteUJDKzk5Qks2ZE9tQ2wxOSt1ZG56 | |
|
|
1748 | OGhtQ2NrY0pNaGVvRVZIcm1CTzlyNGx1MkY4ekFRSlZ6cmZ5TDRJbk5HUTAKNnhnbU0zUTRBMk9D | |
|
|
1749 | c2hZZGFnMXJEU2RXem5lMEE2dlhFNXg4MHgwOWpZNzUzL21iUGdpMStnZFl4N0NxVGFRM0tMcXlq | |
|
|
1750 | bUV5N1loYwpVSDlsVGJPM3B1YUdFemZGTVgrYUZhaW1rdURLWW5kMFZOQUlCbk44VUJNRlgxRTVP | |
|
|
1751 | MkxVRUlJOXdrUkFMaXVydU5TaGJsSVE2eFJXCkpYcVFSajkrS3dkZU8vajdoeWtzYVdaeDdOMUZG | |
|
|
1752 | ZVphaVFEM2o5M2gvN3dXRlRJWkwyczlCTXVxSHNMelBsZFFReXBaaDdHS0UwU0YKTVBJbmRLRWJX | |
|
|
1753 | RWN4aWI1bkhweWo0NkhLVFdjZHhTcXEvN2Z4WDR6OS8vL2p0amVjOUMyZTYvWnc0cWlvcUx1R0V6 | |
|
|
1754 | ZUgzemtyek1WOApGZncydWNPRGRSQUdyb3BxcEdvbmdDaW8vWGtMYVlNNkRHSWR3MlM2c2FkQjNm | |
|
|
1755 | MVp4NUNjcG9ZVE4wYzUzOFZjZy94TUZicnZkbmZJClA0djIxZ1hEVUQrVWRRenJJUVJmQ1FNQnlH | |
|
|
1756 | TlZQdEh6SnVySDlXWWRneWx6aGhNM2h3K2xVN0RCZjlJamUyQXQ2eGdNVUN6MDNZcWIKd21uV1Fh | |
|
|
1757 | eG1FSzNESUhFbDZ4aW1vUlNlNi9wQUtNeGw4dmJXR2twWGFUQnREb0dQazc3Vjc5Y1lmdWVzWUds | |
|
|
1758 | ZnVpRCtsQ1BPSWlUNApzR28wM0tsOEpuTzA1QUJ4UlRtWnlqcUdhUWlCZG1JRnFMT2pya0p1SGJ3 | |
|
|
1759 | NEs5eitEeDF6Rm1HeHFFYW1WbG5yYjN4RlFtREUvYXhqCm1FUnNVd0xEZzdHc1k4Z2FMODZLUjdE | |
|
|
1760 | L0hWZkVWanBlQy9SUGRSMUE2NGV3am1FMWVrS3dWUmdKeUtTN1Z6YzRBN1M5Y29ZMzJoc3YKem82 | |
|
|
1761 | QUVtUys3cGl6Q04rcmpvR3YySTExREtzcElnSk9rQ2RZeHpDTmlrSTN4UW1VOERKakNYN1ZIRVRE | |
|
|
1762 | TEVLRFkvMlhpeER3Y2RWWQp1RlBsYlBMMUUvRkVOUm5KT29aSkRCMVB3emc0Z1hVTVdYS3NuMVFI | |
|
|
1763 | VjFOSmNPVmR4NXRGZUVsMHgwSHRlRUFwWHpjaCtKTDBBVVZuCjFrbE1vbjN3Q0toZkI5WXhaSWNY | |
|
|
1764 | WndkenJVU0E0V04zdElGQ0NwV0pmcXpyQk1HZ25EczREU0hZSzB5QkxDYjV1dXBRTjVFWFozUHgK | |
|
|
1765 | NHV5QUx1YXI0T3VBc3dnWGEyTGhLM1poSGNOcWpoSVZMcExwckdPWVJCOTZCR0trZkdZNlNvRnNp | |
|
|
1766 | bk4wc0dPdVYyd3JqamlMVUlTQQpOVlZqb2FiSytiVzBoUVJBRDNrTVdkT09Pd3VxZHRUOTQ4MG5t | |
|
|
1767 | K0o4Zk5VcDlHdlBDN1ExT2VKZWhPZEZUK1JweHltbS9Wa2tCRjhMCmd3RzBZUjJsUmFMbkRkUS8z | |
|
|
1768 | S2ZsRjNJQVpGU2M5VG9SUno4NmhmN3Q2MWxIVVJSSG5FVzR0UzRFVG9aNDFqR3Nwb3dRSENQVFdN | |
|
|
1769 | Y3cKU1cyL1RJamRJMW5Ia0FYWkZHY0FxSzhWY2VUREFnemdCZHFxSEhFVzRTTE5RUGlLSWF4aldN | |
|
|
1770 | M1B4QVAxZHkxa0tWR0VRRHRaQStyawpXRGNFbHBCVmNRWUFRNTJJUXl0T0laWVhhQ3R5dkZtRVJn | |
|
|
1771 | ajRyR29zM0tnNzZ5aldRUWgrRWhJQVNIK2lrZGoyRWd3akJyS09JWG15Cks4NEFZS3lueUZtZWo3 | |
|
|
1772 | ajJMUzl5elpuSUFXY1JuaEc5Y0VMM01Pc1lWbE5JVkxoR0pyR09ZUkpkWWlabzBIMnNZMGlhTElz | |
|
|
1773 | ekFJZ0cKSUd2WktRemtCZHBxSEhFVzRaYmFybkNwVjg0UXJ5MGtCRUFBNnhndFU0blFUWEVESmNy | |
|
|
1774 | b21MVUZXZjhVVWlPUXVld1VCcmF2WXgxRgpNUnh4RnVFaXpTRDRpc3JZbkxTYUVPU1JLYXhqbU1U | |
|
|
1775 | UXVRREdRWW1zWTBoV2k4VzVycTRPMzN6ekRaNS8vbmtBd09uVHA3Rno1MDZiCkJ6TVZOUUlaSHhS | |
|
|
1776 | Z0VDL1FWdU5vc3dqcm9jSjZ6Y053cGNwWWYzZ3ZjVWM5V3Q2alRncTBEK1dCK3JabkhVT1NXaXpP | |
|
|
1777 | cjczMkduSnoKYzVHVWxBUUFhTisrUGViUG4yL3JYT1lSZ1FNZkZDQSttQmRvYTNHMFdZU0ZSbThV | |
|
|
1778 | S0tYOW1SRHNFZ1pERHAyRGNOV2libUpIMWlrawpxY1hpdkgvL2ZpeGV2Qmd1THJlR1dubDRlTmhr | |
|
|
1779 | UzVaV0U0SDA5d3N3T05nUnQyV3lqZnhNRmJydGNweFpoTi9VZG9PYlFSNno3VnB5CmhxaFFMcFBP | |
|
|
1780 | UVgzWUVZaDkrZWlOUDJxeE9QZnExUXVWbGI5dk5aK1ptWW1vcUNpYmhtcU50UGNMa1JDa1l4MURN | |
|
|
1781 | UTc5NUZpekNCZFcKSmNDWEttT1JudTlKQ0lCQTFqRk1vaDFmQktyMllSMURVbG9zem5QbnpzWEVp | |
|
|
1782 | Uk54K2ZKbERCczJERE5tek1BTEw3eGdqMndXUy8zZwpOQy9RVnVSSXN3ajFVT0VMelRpNFV2bi9R | |
|
|
1783 | cnJWT1RpWmRReVRpRjdYVVQ4MmduVU1TVEY1OSsxRGh3NUJGRVhFeE5pL280RVFBaURQCjdPTVNY | |
|
|
1784 | K3lCbEtzS21XVEFITVd3LzlZaDNVR0dMdjVKZlFZZDFkK3pqdEY2bE9JRk1SVXV5R2FkcEdXVXdt | |
|
|
1785 | dE5iNUJ6NXYrczM4bGgKZHQvKzRZY2ZjUFBtVGZUcjF3OHhNVEc0ZWZNbXRtM2JadlVndHBDeTdB | |
|
|
1786 | d1NBN1NzWXlnRXdmNkZqak9MOEV0ZEQ2Z05BMWpIYUQxQwpzRnVJaHl6V2ZTWUUyc25WZkdyMy8y | |
|
|
1787 | dXhPTC8rK3V2dzlmMTltVDlmWDE4c1dMREFscG1zS21YNUdTUzJxMkVkUXhrb1FjYnJha1E2CnlD | |
|
|
1788 | ekN4VlVKOEtIQnJHTzAyaG1pUXBsTU9nZU43UzdCOElEOE93ZlhybDJMUVlNR29WKy9mbmp4eFJj | |
|
|
1789 | dE9rZUx4ZG5OelExYTdlOTMKbjFxdEZpcVZ2SDQ0VTFhY1JXTGJhdFl4Rk1HZ0p6amhJTE1JZFhE | |
|
|
1790 | Q1Y1cnhjS0h5djVQN25uUUdSUkRyR0NiUkpXYUJCdlpnSGNOaQpGUlVWZU9lZGQ3QjM3MTdrNU9T | |
|
|
1791 | Z3NMQVFQLy84czlubmFmRW5iTnEwYVpnOWV6WXlNek9Sa1pHQjJiTm40N0hISHJNb05Fc3BLODlo | |
|
|
1792 | CmlEOHYwTlpRVTBsUStxNDdPam5BTE1KakJsOWNyQnZET2thcjFjaW9jeEJPUnRST2NaZnQxRzYx | |
|
|
1793 | V2cxS0tTb3JLNkhUNmFEVmF1SG4KNTJmMmVWb3N6blBtek1Hd1ljUHcxbHR2NGEyMzNzTFFvVVB4 | |
|
|
1794 | dDcvOXphTFFyQ1YvZEE2SmZocldNUlRoZW9tQWVnZVpSZmk1dGlmYwpEZjFZeDJpMWZVUXRtMTFU | |
|
|
1795 | NmtOT1FSd296ejBmMVdvMVZxMWFoUzVkdWlBb0tBang4ZkVZTU1EOC9ndVRSMnV3Wk9sb2phWWt6 | |
|
|
1796 | dTZLCmxKdGVWanVmSXd1TE0rTEtFelZRZXF1K08rcnhpdCtYcUNSWFdVZHBsZTVVeENSeEJRQVo3 | |
|
|
1797 | Q3BVNndHdjkxMUJLcStZZFppMVJtdWMKTlRRK2N6RXp1UTVaeWJkbkkxT3NlRU56MS91Vmw1Y2pK | |
|
|
1798 | aVlHKy9idGc1K2ZINlpObTRhWFhub0pZOGVPTlN0RGsxMjQ4K2JOdy9MbAp5ekZ1M0xoR2crL1lz | |
|
|
1799 | Y09zTjVLU2xGWG5rZmpYTGtpcDhtWWRSZmJ5TTFYbzUrZU8vTEZhT2Z5NFcwd0xaM3lybVlDSHZU | |
|
|
1800 | YWduc2gzCk9PRlpJcUNNVEVZQS9aWjFsSmE1MVVBL29SZGNONXBYbksxbGcrcXB4cDhZRHZnTXYr | |
|
|
1801 | UHpOOTY1NituczdHekV4Y1doUjQ5YjdlYlQKcGsxRFNrcUs5WXJ6VTAvZEN2Ynl5eS9mODF1SXlM | |
|
|
1802 | UXQ2RTRwcTR1UStKY1FwR2o0cktUV092U1RFK0w5M0pBelNObFQ1NDhZL05DdgpiaFRhdXNuM3hn | |
|
|
1803 | UUF0cEJPbUUyRFFWREtPa3FMNnNKejRkd25Ec0t4VE5aUlRKYVFrSUI1OCthaG9xSUNIaDRlK09t | |
|
|
1804 | bm56QnYzanl6Cno5TmtjZTdYcng4TUJnUFdyRm1ETDcvOHNsVmhwU3BselFVa1BOc1pxVFY4UitE | |
|
|
1805 | V1N0L3NnbUgrRk9taHlsNTg2ak50R041MHVvUnEKcDhPc28xaE1Td2lPQ0pNUUpYN01Pb3BKdE9N | |
|
|
1806 | dnd1TzBOMGh0RmVzb0p2SDI5c1lycjd5Q1NaTW1RYXZWWXRTb1VSZzJiSmpaNTJtMgpROURKeVFs | |
|
|
1807 | eGdaL1pBQUFnQUVsRVFWUkZSVVVvTHkrM09LalVwWDU2RVFucW02eGpLTUwrRDEwUVg2TDh2UWdY | |
|
|
1808 | VncyRE41WEJndmJOCitCVnE2Q0dQOGNTaTl6WFVqNUh1ZWo2TmVmcnBwNUdjbkl5Y25CeTgrZWFi | |
|
|
1809 | RUFUemg1NjJlRVI0ZURnU0VoTHc4c3N2WStuU3BWaTYKZENuZWYvOTlpd0pMVmVxNml4anNlb04x | |
|
|
1810 | REFWd2pGbUUxWERHVnMwRU9GRm4xbEVzUndoMkNnTUJ5T05ycUkwNUFOcTFMK3NZZHRWaQpjVzdm | |
|
|
1811 | dmowZWUrd3hlSGw1b2JxNkd0WFYxZEJvbERjY0xXM0RKY1M3VkxDT0lYOE9Nb3Z3b01FZjVYV2pX | |
|
|
1812 | TWRvbFhORXdGVzVqSDBXCkNMU1R0YUFxNWY5bGRsdXp0emczYnR4QVhGd2NFaE1UNGU2dS9BV0Uw | |
|
|
1813 | aisvalBnbmdRTkdQMUFIbUdCaEt3WTl3ZkUzM05IcmpSb1UKT0ltczQ5ak1HbTBZM25LK0FJM3FL | |
|
|
1814 | T3NvRnZ1ZWRNUnMyaDRFSmF5anRNZ1ljQkdHNGZGdzNydWZkUlM3YVBMT2VlM2F0ZWpidHk4Kwor | |
|
|
1815 | dWdqOU96WlV6YUxIYlZXK2hlWE1SQVZJRVR5dzc4bFRWdEZVS0w0V1lRRTcxVStBRy9hbG5VUWky | |
|
|
1816 | a0p3V0ZoSXVzWUp0TU56UUlOCjZNWTZobDAwV1p3Ly8veHo1T1hsNGNjZmYwUktTZ28rKyt3emUr | |
|
|
1817 | Wmk2c0RtWXNUUjZ4QjRnVzZWNnlVQzZqLzBVUFFzd2txNFlFZjEKQkRoUitiYXovd1kxNm1UU09R | |
|
|
1818 | Z25BMm9uTzhiOGhDYUxjMDFORGZ6OS9RRUEzYnAxUTNGeHNkMUNTVUhHVnlVWVlMZ0dsY0FMZEd0 | |
|
|
1819 | YwpMQkFVdnhkaFZuMWIzTkEveERxRzVXVFdPVmpmOVNTTWNmS2MybTJPSm4vZG56dDM3cTdaZ1hk | |
|
|
1820 | K0x2Y1pncWJLL0xZVXNWT0JnNjV0CllSU1ZlL2RuYS9tWkt2VHpkVWYrdzhxZFJmaHhUVGplZHJx | |
|
|
1821 | QUt0VngxbEVzY3A0SXVFcW1JSkIrelRxS1NXcEdIWWZYeVVDUUtubFAKcDI5T2s4VjUrL2J0ZDMz | |
|
|
1822 | KzBrc3ZOZnk3dVJtQ00yYk13SzVkdXhBUUVJQmp4NDRCQURRYURaNTQ0Z2tjUG53WTBkSFIyTFJw | |
|
|
1823 | RXp3OQpQUUVBSzFhc3dNcVZLK0hzN0l3MWE5Wmc4T0RCcmZxQ3JDMXJTeWtHVEtiSWRXOEhnNUVY | |
|
|
1824 | YUVzZDJ1T0VlSDhsenlJa1dGSTVBaS81CmxVQkQ1RG5xWnd2cGdEbTBBd2hrOEZleXVnYjZDYUZ3 | |
|
|
1825 | L1VLNXhkbnFDeCtscHFiQzA5TVRUejMxVkVOeGZ2ZmRkM0hwMGlVc1diSUUKTDczMEVycDA2WUtY | |
|
|
1826 | WDM0WlpXVmxTRXhNeEMrLy9JTHo1OC9qNzMvL08zSnpjKzhOYWVXRmp5d1JNekVRUnp3RFVNOExk | |
|
|
1827 | S3NNZTc0Two2V0hLblVVWTcxeUdJWjRiWVNSRzFsRXNNb3pxMEUvOGlIVU0wMUFLenkraUlaekl1 | |
|
|
1828 | dXRoYXkxODlDcjlyMG12ZlpPOHcyYWJLbk1sCkpDVGNzM1pwZG5ZMlpzNmNDVmRYVjh5WU1RTlpX | |
|
|
1829 | YmN1WmxaV0ZrYU5Hb1hPblR0anlKQWhvSlJLZGd4MXpyYXJpS2k2Q2hjbjNnYmQKR3ZzL2NzVmdC | |
|
|
1830 | YzhpVEs4UGdFYi9JT3NZRnRzUE45UWhublVNMHhBQzdZUmlVRmRscmpCcGwrMHNjbkp5RUJvYUNn | |
|
|
1831 | QUlEUTFGZHZhdAp6U2F6c3JJUUZoYlc4THBldlhvMVBDZEZCM2VVNGY0YlYrREtDM1NyL0tid1dZ | |
|
|
1832 | UXJhL3JDeDlpYmRRekxFSUlmaFZnQTh2Z0ZLdnFVCm9YNTBOT3NZTm1GeWNhNnR0Ynl0MEp4Yi9x | |
|
|
1833 | YmJzMWZkOFpGamNaYld5dDFaamw2bEpmQjE1d1hhWXY4L2kxQzVCWnBnYWRWSWVOTjIKcklOWXBJ | |
|
|
1834 | Z0lLQ0ZUV2NjdzJkN2FOQ3c0MFE0TERnQUxEckJPWXowdEZ1Y2pSNDVnN05peERYZTRSNDRjd1p3 | |
|
|
1835 | NWM4eDZrNWlZR09Ubgo1d01BOHZQekVSTVRBd0NJalkzRnlaTW5HMTUzNnRTcGh1ZnVOZnVPajZa | |
|
|
1836 | ZVl4OUg5MTJIVjhZNWRHbWozTmx2dG1iUUU2VE9WMk53CmtUenUwTXgxbmJyaUs4MWt1RkY1enF6 | |
|
|
1837 | ZFFvSkIwWlYxREpNa0RGUGhYNnZiNGJWNEFRc0dzVTVqUFMwVzU3ZmZmaHVMRnk5dTJJRTcKTWpJ | |
|
|
1838 | U3ljbkpacjFKYkd3czFxMWJCNTFPaDNYcjFpRXVMZzRBTUdEQUFQejg4OCs0ZVBFaWtwS1NJQWdD | |
|
|
1839 | dkx6azBYNTA2V1FOS3I0NgpoYWhncFE0T3N3ZUMzNWE0SVRiYnJmbDFCR1RxdU1FWFdkckpFS2o4 | |
|
|
1840 | MWhuUkU0SlU0ZDZOTnFUSzBPRU14SUhTR3VuVldpMFc1NUtTCkV0eC8vLzBObjlmVjFUVzd6c2Iw | |
|
|
1841 | NmRNeGFOQWdGQllXb2xPblRsaS9majFtejU2Tml4Y3ZvbGV2WGlndUxzYXNXYk1BQUlHQmdaZzkK | |
|
|
1842 | ZXphR0R4K09PWFBtWVBueTVWYjRrdXluNnJvQmVTdE9JaUZJeHpxS3JLVnVkRUhvRG5mSTQ5ZXll | |
|
|
1843 | ZmJVZGNCMW1XNFFtMDFjVUVYawprNzFtNUhGUVQvbE9wZitqRm9mU3ZmNzY2NGlNak1TQ0JRdXdm | |
|
|
1844 | ZnQyckZ5NUVqNCtQbmpsbFZmc2xWRVNRK2xha2pDek05SjFQaEFWCnZaYUViWFdQTU1MNHJCWWxD | |
|
|
1845 | cHcyLzZwWEt2VE84bXNROWFNVU04WDFBT1F4ZHRzdGR3QmNCNlE1eGxDNmVmUG00ZkRod3pBYWpS | |
|
|
1846 | ZzkKZWpSOGZYMHhkKzVjcXdlUnU5VFBMaUt5NmdxODNKUlhXT3psYko0S05ZczgwTXRnbDBGRWR2 | |
|
|
1847 | V21aakI4eEZEV01jeDJneEFjSjlOWQp4ekJaYlZSV3l5K1NpUlovQ2pJeU1yQmd3UUljUFhvVUow | |
|
|
1848 | NmN3UHo1OC9IVlYxL1pJNXZzNU80c1I3c2pSZWpreHd1MHBjcUxCWngrCnhRUDlhcFRXQ2sydytP | |
|
|
1849 | Wm8rTkFnMWtITXRvZDRRbzlZMWpGTW80RDlUVzlyc1RpLytlYWIrUFhYWHhzK2YvZmRkeDFtK1ZC | |
|
|
1850 | TG5EdXMKUWZVUEJlZ1RKTThaWWxKUVcwMlErUjgxNHE4b2F5UkhKVnl3dm5JeTNLa242eWptSVFR | |
|
|
1851 | N2hIZ0FycXlUT0pRV2kvT09IVHN3Zi81OApwS2FtWXY3OCtjakt5bktJUlk5YTQ4WVZQZkkvemtk | |
|
|
1852 | OHNIS25LZHNhRlFuMnYrV0dRY2RkRmJYZzZHblJDMGsxVTJTM3hHZ1JFWEJaClJzMGJTdEJpY1c3 | |
|
|
1853 | YnRpMTI3TmlCT1hQbW9LU2tCRnUyYklHTGk3THVhR3pCVUNjaS9mMENKSHBYOFlYN1d5SHBFMWRF | |
|
|
1854 | N2xORHpUcUkKRmUzWEIrRnluWHlHcWQyMmhRUkN4SDJzWXppTUpvdXpwNmNudkx5ODRPWGxoZTdk | |
|
|
1855 | dTZPd3NCRGZmZmNkdkwyOTRlM3RHSXRkVzBQSwo2aUwwMTVYRDNZVVhhRXRsYlhORyswMGVhS2Vn | |
|
|
1856 | ZStqUHRUMUI5SW1zWTVqRlFBajJDL0laV2lkM1RSYm4yeHU1M3Y2b3E2dHJlS3lxCnFzcWVHV1V2 | |
|
|
1857 | WitzVmRNaS9pR0FmWHFBdGxaK3BBcFo1b0p1b25KRWNpNnJqNEcyOHYrVVhTc2hoNG95YlpEenJH | |
|
|
1858 | QTZoeWUvMFU2ZE8KQVFCeWMzTWIvZURNY3pxN0V2VzdUcU4zSU84b3RGVHhHUUhGcjNrZ1FqRTdl | |
|
|
1859 | eE84WFRrU3ZtSkgxa0hNOGgyNUQ0QTgxdzJ4bDVxYQpHdno1ejM5R3o1NDkwYnQzYjJSbVpwcDlq | |
|
|
1860 | aVlub1R6MzNITll1M1l0aGc0ZDJ1aGlSUHYzMjI4SFhEbE1RakdWaTFwQXZ6azlrYUhnClpUTnR6 | |
|
|
1861 | Y21GSXY2VldtVDQxN09PWWhVaFFnMW0rbnlCR2xMSk9vckpIaFJyRUVGWHNZN1JLQjhuUGZOSktD | |
|
|
1862 | Ky8vRExVYWpYbXo1OFAKSnljbjFOVFV3TWZIeDd3TXpjMFFGRVVSR1JrWmlJOW51NzZya29yemJV | |
|
|
1863 | T2U3NGJrQ3BrTnFaSVVpbUgvcVVONkJ6M3JJRll4MExrYwpEM2h1UWoyUnlkZERLZWFLbVhCRk91 | |
|
|
1864 | c2s5NUJDY1k2TWpFUkdSZ2JVYXN1N3NwdHR3Qk1FQWM4Ly83ekZKK2VhbHZ6Uk9jU0o1WEJ6CjV1 | |
|
|
1865 | M1FsaUhZdjhoVk1aTlZNdXJiNGJSdUFpQ1g2ZitFWUpzUUJ5aHFISTExWEw1OEdiVzF0Wmc5ZXpa | |
|
|
1866 | aVkyT3hlUEZpaTVaY2JyRjMKWmR5NGNWaXhZZ1h2QkxTQnpHOUswZlhjSmJUejRnWGFJcFRnNkR0 | |
|
|
1867 | cWREY3FvNVB3bTlwdU1OUVBaeDNEWkpjSXdRVUZqMzArcisvZQo2RWZtM25wc2YvVTR0cjk2SE50 | |
|
|
1868 | ZXZYZEQzOXJhV2hRV0ZtTEtsQ2xJU2tyQ2lSTW44TzIzMzVyOS9pMHVmT1RwNlFtdFZndEJFQnB1 | |
|
|
1869 | CjBRa2hkaTNXU216V3VGTmdOelY4SHU2T3duSmxGQmw3NjlSTFJOM2NHdHlFRW43SlVienA4d3Vx | |
|
|
1870 | VlVkWUJ6R0pFNldZSys2R0N2bXMKb3pTd1ZyT0d5M1hUK2dEMGJYenVlYit3c0xDR05leC8rdWtu | |
|
|
1871 | Yk55NDBleGxMMXFzQnRYVjFSQkZFUWFEb1dGWUhiK0x0cTZyNTNTNAp0RDRmQTlvcm80UEwzaTRW | |
|
|
1872 | Q09pd1hRMWxqT0VnZUxOeUJIekZFTlpCVEdJZ0JMOEtEd0VLR29OdURmZmRkeCt5c3JJZ2lpSjI3 | |
|
|
1873 | ZHFGCkVTTkdtSDJPRm92ekF3ODhZTkpqWE92b05FWmtMODFIWXJzYTFsRms2ZkJlSjhUbXViR09Z | |
|
|
1874 | UlY2cUxDaWFnSThxVi9MTDVhQW84UUoKRldRQzZ4aVNzbVRKRXN5Yk53L1IwZEZ3YzNQRFk0ODla | |
|
|
1875 | dlk1bXV4TjBlbDAwR3ExS0M4dlIwWEY3MnU1bHBXVlNYYUhiQ1ZJV1hFVwpnNTdvZ0J6NG85N0k3 | |
|
|
1876 | MGJNa2JUV0dVTmZNK0pBTy9uL0JWSXFxckZWTXhVUGUzMkJPbUw1L3AzMjhoM3Bqci9TUUFCWFdV | |
|
|
1877 | ZVJoSjQ5CmUxbzB0dmxPVGQ0NXIxNjlHdjM3OTBkQlFRSDY5ZXZYOERGcjFpeTgrT0tMclhwVHJu | |
|
|
1878 | a0hOaFdqVjBreC9EMlUwSVpxVHdScEM5M1EKdDA0WkRSeTVCbjhjMDA0RW9kTHZpOUFRZ2tQQ0ZO | |
|
|
1879 | WXhGS1hGRHNFVksxYmdoUmRlc0ZlZVJpbTlRN0FwSFhxNXcyMWtONXk5SnYwZgpUaW54Q3hUaCsw | |
|
|
1880 | b05paFd5NE5SY2p6eTR1KzVoSGFObGxPSjU4U0RVTUcrUFVXdVRRb2VnTlRUNVU1K1RrNFBTMHRL | |
|
|
1881 | R3dyeDc5MjQ4CitlU1RXTFZxRmJSYXJkV0RjUGNxTHREaTZxWlQ2TmVlYnlKcmpodFhCVGl0ZDRj | |
|
|
1882 | SDZ5QldzckltQW1vRDJ4M25UVUlJZmhENkE0cTUKOG13MVdaei84cGUvTkN3TmV1Yk1HVHp6ekRO | |
|
|
1883 | NDRJRUhrSmVYaC8vKzE3U1pNMXpyVmQ4d0lIZlpTU1FHOGwrSTVqaWRxMExQWDVVegpRZUxOcXFI | |
|
|
1884 | d0ZidXpqdEdpVWtKd2pqekNPb1lpTkZtY2pVWWoyclJwQStCVzA4YlRUeitOcDU5K0doOSsrQ0V5 | |
|
|
1885 | TWpMc0ZwQURxQkZJCldYWUdnMTF2UUNVbzQwOTFlOGphNm96NE04cll2Y01JQVV1ckhvWTNsZjd1 | |
|
|
1886 | MHR1SVA0eVExMnA3VXRSa2NmYno4MnRvdnRpK2ZUdW0KVHAwS0FIQnlja0oxZGJWOTBuRjNTZHR3 | |
|
|
1887 | Q1gydTgwMWt6YkYvbVF0aXE1UXh4ZnVhNklhdk5GUGdSdDFaUjJtV1NBaCtFVWJBaEpHNgpYRE9h | |
|
|
1888 | dkhwUFBQRUU0dUxpTUdMRUNIVHYzaDB4TWJmYXZFNmZQZzFmWDErN0JlVHVkbVJQT1FLUFhVQ1FO | |
|
|
1889 | eS9RcGlISWZrdXRtQjI5Cmp4dDhrYTJkRElGS2UwVEtDZUtFYTJRUzZ4aXkxdXhvalpLU0VoUVdG | |
|
|
1890 | bUxJa0NFTnk0WVdGaGFpdXJvYTBkSFI5Z3Zwb0tNMW1oTVEKNGdiZkNUMzRsRzhUQlhVUm9YcTVC | |
|
|
1891 | dVdLbU9JTi9NWDlKUHpjZm1RZG8xbnVsR0syK0RVSWl1MzZ2a29acmRIaVVEb3A0TVc1Y1I2KwpU | |
|
|
1892 | Z2lkMlJPSFNwVHhaN3V0M1QvWWdLTEh0SkRKb3B3dGV0VXJGWHJuQTZ4ak5DdUIxaUpXL05DdTc2 | |
|
|
1893 | bVU0c3h2dTJTczVxWUJoNWVmCnhPQmc2YzhnazRMamFVNkl6RlRHRkc4QWVGc1REMSt4RitzWXpV | |
|
|
1894 | b2xidEJDUGl2dFNRa3Z6akluR29DMDl3dVI2TWVuMUpzaWJaTUwKNG91VnNRdU5DQUdMYm82QkR3 | |
|
|
1895 | MWlIYVZaM3d0UkFMeFl4NUFkWHB3Vkl1WGo4eGlJYTNCV1NiNlZpcm1reGE2STBrbTdRODFVbFhE | |
|
|
1896 | QgpocXBKVUZQcDdxcHpsUkNjNW1PZnpjYUxzNEprZkZXQzNsZEw0SzNtQmJvNVZDUTQrWTQ3UWhT | |
|
|
1897 | eWszZWgwUnZIZEdOWngyaldqOFFYCkJrU3dqaUVyeXZqdTVCcms3YjJPdG9lTDBNR1hGK2ptYUc0 | |
|
|
1898 | UTFIK2loamZySUZieWZXMFhlQm1sVy94RVFyQmJlQUJReUtyYjlzQ0wKc3dLZE82eEIzYzdUQ0Ew | |
|
|
1899 | UVdVZVJ0S0tUS29Uc2NsZk1EOEZ5elZDNFUrbTI3UllTQVdXRXIxeG5LcVY4WDNKL2NPMVNMUzZz | |
|
|
1900 | eTBkLwp2cnRLc3c3OTVJUzRFOHFZNGwwdXV1R2tiaFRyR00zNmxuUUNSV2ZXTVdTQkYyY0YwMm1N | |
|
|
1901 | T0xRc0h3bEJPdFpSSkMxcGxRc0dWaml6CmptRVYzOVIyZzdleEQrc1lUYW9sQkJrQzN6WEZGTHc0 | |
|
|
1902 | S3h3MUFxa2ZuRWFpTjkvM3NXa0VCOTV5UTNpOU10cERWMnFHUVUybHUyem4KQWVLS2FqS1NkUXpK | |
|
|
1903 | NDhYWlFhU3NMa0tjc1J3dVRyeWpzREgxZW9LTDc2a1JST1cvTmRnVlVZM1R0ZEp1M3RoQytnRHdZ | |
|
|
1904 | UjFEMG5oeApkaUNaMzVhaVozRXhmTjE1Z1c3TTlSSUI2bzN1VU1JcTBGL3Flc0RIR000NlJwT3VF | |
|
|
1905 | WUpUZk94enMzaHhkakRIZjZ1QVQ5WjVkUExqCkJib3hCVGtxOUU1V1Fua0dQdFlNbC9UeW9qdUpO | |
|
|
1906 | K3JSajNVTXllTEYyUUZkT0Y0TjdmWUM5QTQwc280aVNSbmZPV053a2Z5bmVGOFcKM1hHaFRzSnR1 | |
|
|
1907 | NFJncHpBRWdESTZZNjJORjJjSGRiMVlqN05yOHpHQUQ3VnIxRzlMWFJGVExmL1YvalpvZThKSERH | |
|
|
1908 | VWRvMGxuaVlCUwpNcFYxREVuaXhkbUIxZFdJeVA0Z24rOVAyQmhLa1B1MkdqMk1jdjhSSVZoZE5R | |
|
|
1909 | S3VWTHBOTmQrUjlxRG95anFHMVJtTlJrUkZSV0hjCnVIRVdIUy8zN3p5dXRjUmIreE1tZWxhQ0VO | |
|
|
1910 | NE9mU2VkaHFCeXBUdjhJZThSSEJkRUR4VFhQY2c2UnBQMGhDQlZzS3lBU2RueTVjdlIKdTNmdmhv | |
|
|
1911 | MUt6TVdMTXdjQVNGbDdBVEYxNVhCejVnWDZUc1ZuQkFSOHI0YmNHemcrMDRiQ1YrekpPa2FUc29r | |
|
|
1912 | TE5HUTA2eGhXYy9ueQpaZXpldlJ2UFB2dXN4UXZ4OCtMTU5jaisvZ3E2RlJXampRY3YwSGM2dXQ4 | |
|
|
1913 | Si9YUGx2a2cvd2RxcUIrRktwZnQxZkV0NkEvQm5IY01xCi92NzN2K085OTk2RElGaGVZdVYrUThC | |
|
|
1914 | WjJjbVVDblFxcjRQbjhLNjRVTUYvZDkrV3NzNEZ3em9Za1I0bzN3N1VjNklucnRhTmdLL2IKVHRa | |
|
|
1915 | UkduV0RFSndnMHhCT1Y3T09BZ0FROXpVK1lvZWVTQUU5bVhMcjM0MDh2M1BuVGdRRUJDQXFLZ3BK | |
|
|
1916 | U1VrV3Z6L2ZRNUJybEcrZwpDem8rZmgrT1gxSEdsR1pyVURsUlJDL1NJczlOemtNUUtSYjYvb0Ni | |
|
|
1917 | d2huV1FScEhLVjRRMCtDQ0xJdFBZYTA5QkRIZHhITjhSZTU2CnYvLys5Ny80NG9zdjRPVGtoTnJh | |
|
|
1918 | V2xSVlZXSEtsQ25ZdUhHamVSbDRjZWFhNHFJV0VEV25KN0pLNUQvbTExcDgyNGxvODc4MXVDVGoK | |
|
|
1919 | enRPZXFpbzg2cjBPZWxMSE9rcWp1bEFSVThXUEFGaVdqM1Z4dmxOeWNqS1dMRm1DSDM4MGY2ZDAv | |
|
|
1920 | bmNyMXlTOVRrVFcwbE5JRE9CRAo3VzY3V1M2QXJuV0hkRGVGYWxtaDBSc1YrZ2RZeDJoU0VSRndt | |
|
|
1921 | VXhqSGNOcVpERmFZL1BtelJneVpBakN3OFB4NmFlZkFnQVdMRmlBCmpoMDdJaW9xQ2xGUlVkaXpa | |
|
|
1922 | NDg5STNFbVNGbCtCZ25xbXhCa2ZMZG9UZWVPcXREOVo3V3NCOWg5VkhNL2ZFWHBqaTMrZ1FSQ3hI | |
|
|
1923 | MnMKWTdUYWtDRkRzR1BIRG91T3RWdXpSbVZsSlFZTUdJRE16RXc0T3p0aitQRGgyTHQzTDVZdFd3 | |
|
|
1924 | WXZMeS84NHgvL2FEb2tiOWFRaFA0VApBbkhDTndBNnZaekxrdlVNbTF1SDlGN1NiQm93UlcrblNr | |
|
|
1925 | ejJXb2Q2b21jZHBWSFJ0QjdEeGVWbUh5ZWxabzNXc051ZDg0RURCeEFkCkhRMC9Qejk0ZW5waTJM | |
|
|
1926 | Qmh5TWpJQUFDYmZHR2M5UjNjZmhVaHB5K2hyU2YvL3dLQS9TdGRFSGRUdnV0Q25EVDRvRW8vakhX | |
|
|
1927 | TUp1VVMKWjFRUzVVMU9NWlhkaW5OaVlpS3lzN054L3Z4NWxKYVdZdmZ1M1RodzRBQUFZT1hLbFlp | |
|
|
1928 | TGk4UGl4WXVoMFdqc0ZZbXp3S2tETitHYQpmQlpkMi9EOUNRR0N6SGZjRUdxUWI5Zk5pcG9JK0lv | |
|
|
1929 | aHJHTTA2VnZTRTBBNzFqR1lzT3RvalI5Ly9CR3JWcTFDWldVbFFrSkNjUC85CjkrTzU1NTVEMjda | |
|
|
1930 | dFVWVlZoWC8rODUvbzJiTW5Ybjc1NWJ0REVnSmcxaDJQOUFjUVk2L1lYQ084MnppaDI1OTc0a2dw | |
|
|
1931 | SHlvZjNGV0UKOGFWcTNHUWR4RUtKemxjeDBHc0Q2eGhObWlxV293djl2TW5uVTVORnBDWC9Yc1lX | |
|
|
1932 | dldGVVJMTUdzNkYwanozMkdQNzFyMzhoT2pxNgo0Ykc4dkR6TW1UTUg2ZW5wZDcyV3R6bExrK0FF | |
|
|
1933 | REpyYkUybFhwRHZyekY3aUp0Y2pkN2g4OTJwYzZQc2RiZ3JuV01kb2xCK2xtQ2wrCkNGT0gxdkUy | |
|
|
1934 | Wnd1VWxaVUJBUGJ0MjRkang0NGhPam9hcGFXbEFBQ0R3WURObXpkanpKZ3g5b3pFdFlKb0FOSStL | |
|
|
1935 | RVNDQngvSmtmbUQKTXdhVnk3ZjlPVnNYeXpwQ2syNFFBZzJSYnR1NHJkaTFPRStkT2hXaG9hSDR6 | |
|
|
1936 | My8rZy9YcjF3TUEvdWQvL2dkOSsvWkZYRndjNnV2cgpNWHYyYkh0RzRxd2c5ZE9MaUtxNkNpODN4 | |
|
|
1937 | eTdRQjk1elEzZVpMakc2dGE0VGZHZ3c2eGhOeWlUU1haUGFWdmdNUWM1cXVrVjdvUzYyCkM0cHZP | |
|
|
1938 | dTVRdSs0UlJwUS9WNE5hMWtFczhMUjdBUUxkdHJHTzBUaEs4WGR4TjFUSWIvR2x2Rm1ENC83Z1hL | |
|
|
1939 | NEd1bTBGdUQ5SXptdFAKdE03WlBCV2laTHFDM1JmYSsrQkovVmpIYUJ3aE9FUGlXYWV3SzE2Y09h | |
|
|
1940 | dXFLTldqWUZVK0JyV1g3K1NNMWtwZTU0d1lqZnhHc1JnaApvRnd2M2Jiblg0a1BBQy9XTWV5R0Yy | |
|
|
1941 | Zk82dXByUlJ4WVdvQkVYMGNkczA1d2JJa2F3VlIrelR2cmFucExkc2R1TFNHb0lDTll4N0FiClhw | |
|
|
1942 | dzVtMGxaZFI2eDlXVlF1MGkrVzhQcXFxNFRlRzlSeSs0SHJCck9xS3VYN2h5Q0ZOS0ZkUVM3a2R2 | |
|
|
1943 | M0RpY3pXVnV1b0hQaEpRUjYKTzE2QlBwYnNoRUZuWFZuSE1Oc0diUVNjcVRTSEJaNGhLdFNqUCtz | |
|
|
1944 | WWRzR0xNMmR6QlJrM2daOVBvMWVBNDAzNTNyL2NCWDNyNUxWaAp3UlZSRFNkakZPc1lUVHBKcEh0 | |
|
|
1945 | bmIwMjhPSE4yY2JXb0ZoYytPNG5ZOXZMZDVza1NWQ1M0dEVJTlg1a3RNUHBWVFQ4UUtzM3lrRXpj | |
|
|
1946 | CjRRanJiVWp6Nm5PS1ZGc3RJbXRwUGhMYjFyQ09ZbGRYTHdqb3VrOWV3K3NLak43d0VzTlp4MmlV | |
|
|
1947 | bmhCY0lkTGRMTUJhZUhIbTdDNWwKNVZrTUl0ZmhySEtjZHVpc2JjNkl2eXJOZHR5bS9LZ2R3RHBD | |
|
|
1948 | ay9hVERvRE0vaG94RnkvT0hCTUhOaGVqVjNFeDJuZzRUb0ZPZjg4TgpQV1EwdlR1enZpMTh4UjZz | |
|
|
1949 | WXpTcW1CRFVZakRyR0RZbG4rOFVUbkdPNzYrQVcrcFpkRy9yR0IyRitsb0MzVm8xMUt5RG1DRk53 | |
|
|
1950 | Z3NpCkhSWWlXVWV3S1Y2Y09hYUtDN1M0dXVrVStyVTNzSTVpRitlUHF4QnhVRDd0ejd2cU9zQ1hk | |
|
|
1951 | bUFkbzFFWmNBRkZKOVl4YklZWFo0NjUKNmhzRzVDNDdpY1JBK2E2SGJJNlVEYzRZVUNXWDZkMEV4 | |
|
|
1952 | MnZqV0lkb2xFZ0lMaWw0S1ZGZW5EbEpvRVlnWmRscERIYTdBWldnOUhabwpncnozMU9nZ2srbmRY | |
|
|
1953 | K202d1l1MllSMmpVYitTZGdEazFkRnFLbDZjT1VsSlczOEpmYTVmZ2JkYTJRVmFjNFBBNHhzMTVE | |
|
|
1954 | QTlSWVNBCkVva3VpSFNkRUZTVDRheGoyQVF2enB6a0hObFREditjSW5UMlYzYUJQcDdtaExqVDhw | |
|
|
1955 | amV2YjRtREdycXlUcEdvN0lrdGhEL3BVdVgKTUd6WU1JU0hoMlBvMEtIWXZIbXpSZWZoeFptVHBL | |
|
|
1956 | SmpHbFIrVjRDSVlHV3ZEWjIwMGdVUnRkSy9mOWJCQ1RVU1hSRHBNSndnb2hmcgpHQTJjblozeHdR | |
|
|
1957 | Y2Y0TVNKRTlpeVpRdGVlZVVWYURUbXI5RElpek1uV1pWbGVoeGZlUkx4d2NwZEc1cUtCQmVXcStF | |
|
|
1958 | dmd3a1Y2N1Y5CjRVeGRXTWU0RnlFNFM2UXo1amtvS0FpUmtiZUcrYlZ0MnhiaDRlRTRlUENnMmVm | |
|
|
1959 | aHhabVROR005UmZyN0JVajByZ1JSNkNheVpaY0UKZE5vai9lRjExMFEzQ0laK3JHTTA2bGZpQzhD | |
|
|
1960 | NnpTNHFpQzErQ0dqK2UvTE1tVE00Y2VJRUJnd3dmN2FsWE1iemNBNHVaZlVGOUo4UQppSHkvQU5U | |
|
|
1961 | VVNmOHUwMXc1TzUweExNS0k5R0E5NnlqTjJsUVRqVWQ5c2lFU2FUVTNWUk9DRytRQitOSHRWanVu | |
|
|
1962 | TWFlMDhTZDBHYmMrCldxRFJhUERvbzQvaWd3OCtnSWVIaDludnp6ZDQ1V1NsUjR3M3RQMUNVRktw | |
|
|
1963 | dkFMdDdFTFI2NzBhRktxa1BXUHlMWitmb1ZFZFlSM2oKSGoycGlQSGkrOWJiNE5Ya21oTnh6L3ZW | |
|
|
1964 | MTlkajdOaXhHRE5tREY1ODhVV0xNdkJtRFU1V3p1UlVvVzVuSVhvSFN1dk96UnJxOVFUVgpxOVdR | |
|
|
1965 | NWlaUnYvdWhScG9kZzRWRWdBSFJyR09BVW9xWk0yZmkvdnZ2dDdnd0E3dzRjekowL1hJZHpxek9S | |
|
|
1966 | MzhGcmcxZGRGS0ZQdG5TCmJuL09OZmpEVjVUTzZJZzduU1RzeDJPbnA2ZGowNlpOK08yMzN4QVZG | |
|
|
1967 | WVdvcUNqczJiUEg3UFB3WmcxT3RyemJ1Y0JqU2krVUtxNkoKZ3lMaGJSMnlmS1M3M3NoSTF4SkVl | |
|
|
1968 | WHpCT3NZOVhDakZxOEpDNXMwYTFzRHZuRG5acWlyWEkrQnNpUUpIY1JBY1hxSkdSd2xQNy82bApy | |
|
|
1969 | ajE4eGM2c1k5eERUNlI3emN6Rml6TW5hM2w3cnlPeHJaWjFES3VydmtIZzlyVmEwc09wanRTeWIw | |
|
|
1970 | SlFNbDZjT2RsTFczVU9vUXJjClBQWmt1aE5pQzZRN3ZmdWIycTd3cHNyZnk0OFZYcHc1MlRQV1Ur | |
|
|
1971 | aCtMWUxhUlduTkc4RCtEMTBRS2RucDNRUVg2cVM1bktnUzhPTE0KS2NLRjQ5WG9SMjZ5am1GOWxP | |
|
|
1972 | RDhCMnEwa2VqMDdnM2FYdkNnM3F4aktCSXZ6cHhpcEcyNGhBRUtIRjVYWGl5Z3cwL1MzTnhLRHhW | |
|
|
1973 | dQoxa3QzSTFnNTQ4V1pVNVRUWDU1RmdKZnltamNPN25KQ2ZMRUVGeDBDc0w3NmZyaFNhWS9ObGlO | |
|
|
1974 | ZW5EbEZ1WEZGanc2WHI3Q09ZUk9wClMxM1J5eUM5SDlrYmNJVm82TTg2aHVKSTczK2E0MXJwOE81 | |
|
|
1975 | eUpBWXFiM2lkUVU5UXVWb044NWZRc2IwdmFpS2hvbEllK0NjL3ZEaHoKaXBUeHlUbmMxMDU1dytz | |
|
|
1976 | dTVxc1FuaUc5Sm9RTG9nZmNqQkdzWXlnS0w4NmNJdFhYaWpDbVhZQ3JrL0xhbjlPK2RFSGNUZWx0 | |
|
|
1977 | YXZxOQp0aDhnNFZtTmNzT0xNNmRZNTNJMWlIV3BaQjNESmc2KzY0Yk9vclIrZlBNTWZ2Q2hZYXhq | |
|
|
1978 | S0lhMC9uYzV6c3BTUHJ1SWZ1Mmx1NENRCnBiUlZCTTZiMVpEYS9mTXZXbWt1SnlwSHZEaHppbGYw | |
|
|
1979 | elZtMDhWUmU4MForcGdvRDhxVTF2VHRKSHdSZnNRdnJHSXJBaXpPbmVOY3YKMTZIcjFhdXNZOWpF | |
|
|
1980 | L285ZEVLV1QxdlR1ZzN4QkpLdmd4Wmx6Q0FkM2xDRWhTTWM2aHZWUmdqTWZxTkZPUXRPN3Y2OE5n | |
|
|
1981 | UThOWkIxRAo5bmh4NWh4RzlwcXo2TlpXZWNQcnJwY0k2SkVycGVZTmdyTjhRYVJXNDhXWmN4aDFO | |
|
|
1982 | U0pVV1pmZ3JGSmUrL09CVGM0SWx0QXd0bzNhCisrQkJmVmpIa0RWZW5EbUhjanE3RWdNOXFsakhz | |
|
|
1983 | THA2UFVHWG85SzVlNjZIQ3RmMXZPMjVOWGh4NWh4T3l1b0xpQXhXM3ZDNmpDK2MKRVNDaHR1ZDFO | |
|
|
1984 | ZUZ3bzlKY1RVOE9lSEhtSEZMSjkrZmc2NjZzNWcxOUxVR1A0OUpadVU0REYrZ05mTnl6cFhoeDVo | |
|
|
1985 | eFMyWVZhOUx4Wgp6anFHMVdWc2RFRmJDZDA5YjZ5SmhCT1YybFFaZWVERm1YTlkyZDlmd2VEZ1d0 | |
|
|
1986 | WXhyS3BPUzlEcmxIVHVub3RGTlp5TmtheGp5SkpkCmkvUG16WnN4Wk1nUWhJZUg0OU5QUHdVQWFE | |
|
|
1987 | UWFUSmd3QVowN2Q4YkVpUk5SWFYxdHowZzJsTU02Z0FYa2xybjFlUSt0UFlzUWZ6c08Kcjd1YVpQ | |
|
|
1988 | TzN5UHpjQmY1V3ZIc1cwMUpiZGZ5MzJuNGdFaHBKWWc4cEtTa0lDd3ZEZmZmZGg1VXJWMXAwRHJz | |
|
|
1989 | VjU4cktTcnorK3V2WQp0bTBic3JLeXNHYk5HbFJXVm1MVnFsWG8zTGt6VHA4K2pZNGRPK0tUVHo2 | |
|
|
1990 | eFZ5UWJPOGc2Z0FYa2xybjFlWFVhSTlTSEw4UEpYc1ByCnlwSnMvaFk2RFVGWW9mWHVubWw2V3F1 | |
|
|
1991 | T1AybndnWmNZYnFVMDhqQnYzanlzWHIwYSsvYnR3MGNmZllScjE2NlpmUTY3RmVjREJ3NGcKT2pv | |
|
|
1992 | YWZuNSs4UFQweExCaHc1Q1JrWUhzN0d6TW5Ea1RycTZ1bURGakJyS3lzdXdWaWVNQUFLY08zRVM4 | |
|
|
1993 | bDRaMURLdksvdHdGdnF4RAozR0czQXkySVZGbDVheVhFeE1SRWhJU0VZT1RJa1JiVk5idHRYWkNZ | |
|
|
1994 | bUlpLy9lMXZPSC8rUE56YzNMQjc5MjY0dXJvaUp5Y0hvYUdoCkFJRFEwRkJrWjJjM2VueDB0THlH | |
|
|
1995 | NUpTV09pTTRtR2UySld2bXJjNjVpakVUUFhCRmE5dDFLa292QThGZGJmb1cvNDhndk5RVmhSMWIK | |
|
|
1996 | ditIdFpZR2dvNnAxOTNGYU1RZ2hZaFQwZ256V09QSHhhZmxycnErbjBQNWgwNTA3YXhvQTlPN2RH | |
|
|
1997 | NW1abVJnN2RxeFo3MiszNHV6aAo0WUZseTViaCtlZWZSMlZsSmZyMDZRTlhWMWRRYXRxZms3bTVQ | |
|
|
1998 | VzJjMFBwS1N5MXJhMkpKYnBtdG10ZE9yVHFscWEvYjVYMXkzN0hlCnVZb1hMV3oxT2VUMk4zRmxa | |
|
|
1999 | UitUWHVmcDZXbVQ5N2ZycGwvanhvM0R1SEhqQUFDUFBmWVlSbzBhaGR6Y1hPVG41eU1xS2dyNStm | |
|
|
2000 | bUkKaWJuM3p4OVRDempIY1p3MXRLYm14TVRFNEovLy9HZkQ1eWRPbk1Db1VhUE1QbzlkUjJ1VWxa | |
|
|
2001 | VUJBUGJ0MjRmang0OGpPam9hc2JHeApXR0pJNjNjQUFBZGhTVVJCVkxkdUhYUTZIZGF0VzRlNE9M | |
|
|
2002 | NWdDc2R4OHVYamMydE5rWlNVRkJRVkZXSHYzcjJJalRWL0tqdWhkcnd0ClRVeE1SRmxaR2J5OHZQ | |
|
|
2003 | RFJSeDlod0lBQjBHZzBlT0tKSjNENDhHRkVSMGRqMDZaTk52c3pnZU00emg2U2s1TXhhOVlzMU5m | |
|
|
2004 | WDQ0VVgKWHNBTEw3eGcva2tvUThuSnlUUTBOSlQyNk5HRHJsaXg0cDduOC9QemFWeGNISFYxZGFW | |
|
|
2005 | TGxpd3g2MWhiYVUzbWtKQVEycWRQSHhvWgpHVWxqWW1Mc0ZibkZ6SnMyYmFKOSsvYWxmZnYycGRP | |
|
|
2006 | blQ2Y0ZCUVVtSHl1MXZGSzl4dHUyYmFOOSsvYWxFUkVSZE15WU1UUTdPOXZrClk2V1ltY1YxTnZV | |
|
|
2007 | NlpXZG5VNVZLUmJkczJXTDJzVkxDdERoSFJrYlM1T1JrV2xSVVJIdjE2a1hMeTh2dmVyNnNySXpt | |
|
|
2008 | NU9UUStmUG4KMzFQb1dqcFdpcG03ZE9sQ3IxKy9icGVjZDJvcDg0RURCK2pObXpjcHBaUnUyTENC | |
|
|
2009 | UHZIRUV5WWZLN1c4VXIzRzFkWFZEZjlPU2txaQpDUWtKSmg4cnhjd3Nyck1wMThsZ01OQmh3NGJS | |
|
|
2010 | c1dQSDNsV2NXVjNqMW1BMmZkdVVzWUR0MnJWRC8vNzk0ZXpzYlBheFVzdDhHN1Z6CjU2WXBtUWNP | |
|
|
2011 | SE5qUVRqWjI3RmdrSnllYmZLeVU4dDRteFd2czRlRngxK3ZkM054TVBsWnFtVyt6NTNVMjlUcXRY | |
|
|
2012 | TGtTVTZkT1JidDIKN2N3K1ZtcVlGZWVteGdMYSt0aldhTzM3RWtJd2ZQaHdUSnc0RVR0MjdMQkZ4 | |
|
|
2013 | SHVZbTNuTm1qVU5JMnBZWE9mVzVBV2tmWTIzYnQySwpMbDI2WU1hTUdWaTdkcTFaeDBvaDg1bzFh | |
|
|
2014 | eG9ldC9kMU5pVnZjWEV4dG0vZmp0bXpaemRrTlBWWUtiTHJVRHBIbDU2ZWp1RGdZT1RuCjUyUGN1 | |
|
|
2015 | SEVZTUdBQWdvS0NXTWRxc0cvZlBtemF0QWtIRGh4Z0hjVWtqZVdWOGpXZU5Ha1NKazJhaEcrKytR | |
|
|
2016 | WVRKMDdFNGNPSFdVZHEKMFoyWkowMmExSkJaaXRmNXhSZGZ4S0pGaTBBSUFiM1ZaTXMwVDJzeHUz | |
|
|
2017 | T09pWW5CcVZPbkdqNC9jZUtFeWNQb1duTnNhN1QyZllPRApnd0VBWVdGaEdEOStQSDc4OFVlclov | |
|
|
2018 | d2pVek1mUFhvVXMyYk53bzRkTytEcjYydldzVkxKQzBqN0d0LzI2S09Qb3FTa0JEcWREdjM3Cjk1 | |
|
|
2019 | ZkY5L0tkbVFIN1gyZFQ4aDQ2ZEFpUFBmWVl1bmJ0aXUrLy94NXo1c3pCamgwN21OV0xWbVBaNEgy | |
|
|
2020 | N2tmNzgrZlBOTnRLLzl0cHIKVFhZSXRuU3N0Vm1hdWFhbWhsWlZWVkZLYjNVYTl1N2RtMTY4ZUZF | |
|
|
2021 | U21TOWN1RUI3OU9oQk16TXp6VDVXU25tbGZJM1BuRGxEUlZHawpsRks2YTljdU9ucjBhSk9QbFZw | |
|
|
2022 | bVZ0ZlpuT3YwOU5OUDArKy8vOTZpWTZXQ2FYRk9Ta3Fpb2FHaHRIdjM3blQ1OHVXVVVrby8rZVFU | |
|
|
2023 | Citza25uMUJLS1MwdExhVWRPM2FrM3Q3ZTFOZlhsM2JxMUlscU5Kb21qNVZ5NXJObno5S0lpQWdh | |
|
|
2024 | RVJGQmh3OGZUai83N0RQSlpKNDUKY3liMTkvZW5rWkdSOXd5TlluR2RMYzByNVd1OGVQRmlHaDRl | |
|
|
2025 | VGlNakkra3p6enhEangwNzF1eXhVczdNNmpxM2xQZE9meXpPcks1eAphOWgxRWdySGNSeG5HcjRU | |
|
|
2026 | Q3NkeG5BVHg0c3h4SENkQnZEaHpITWRKRUMvT0hNZHhFc1NMTTJkenc0Y1B4eSsvL0hMWFk4dVdM | |
|
|
2027 | Y09jCk9YTWFmWDJYTGwxUVVWSFI3RG5mZWVmdWxlVGo0K01CQUVWRlJlalQ1OVlpNlFjUEhzUzhl | |
|
|
2028 | Zk1BM0ZvbExDTWp3Nkw4SE1jQ0w4NmMKelUyZlBoMWZmLzMxWFk5OTg4MDNlUHp4eHh0OS9lMXB0 | |
|
|
2029 | ODFadVBEdW5UblMwOVB2ZVUzLy92MnhmUGx5QU1EKy9mdGxNL09SNHdCZQpuRGs3bURKbENuYnQy | |
|
|
2030 | Z1dEd1FEZzF0MXRTVWtKOUhvOXhvd1pnL2o0ZUh6NjZhZU5IanRwMGlUMDY5Y1B3NGNQeDlhdFd3 | |
|
|
2031 | RUEvLzczCnY2SFQ2UkFWRllVbm4zd1NRT05iQlNVbEpXSGN1SEc0Y09FQ1ZxOWVqUTgrK0FEUjBk | |
|
|
2032 | RklTMHREdDI3ZEd2SlVWVldoVzdkdU1CcU4KdHZqeU9jNGlmRzBOenViOC9mMHhZTUFBN042OUcr | |
|
|
2033 | UEhqOGZYWDMrTnFWT240aTkvK1F2MjdObURObTNhWU5Tb1VZaVBqMGRZV05oZAp4NjVidHc1K2Zu | |
|
|
2034 | Nm9xcXJDMEtGRE1XblNKQ3hhdEFnZmZmVFJYV3RUTkhlM0hSSVNnbG16WnNITHl3di8rTWMvQUFC | |
|
|
2035 | RGh3N0ZybDI3Ck1HSENCSHo5OWRlWU1tVUtWQ3JiYnU3S2NlYmdkODZjWGR6WnRQSE5OOTlneXBR | |
|
|
2036 | cENBc0xRNDhlUGVEbjU0ZXBVNmMydXJyWjExOS8KalFjZWVBRHg4ZkU0ZCs0Y2poMDdadEg3MHo4 | |
|
|
2037 | c2hQUHNzODlpL2ZyMUFJQU5HemJnbVdlZXNlaThIR2NydkRoemRqRisvSGo4K3V1dgpPSHo0TUxS | |
|
|
2038 | YTdUMTN1cFRTZXg0N2QrNGNWcTFhaGUrKyt3N0hqaDFEMTY1ZGNlUEdEWXZlLzQvbkhqUm9FSXFL | |
|
|
2039 | aXBDVWxBU2owWWplCnZYdGJkRjZPc3hWZW5EbTc4UFQweExCaHcvRE1NOC9nOGNjZlIxeGNIRTZk | |
|
|
2040 | T29Xelo4L2l4bzBiMkxwMUs4YVBIMy9YTVNVbEpXalgKcmgzOC9mMlJucDZPdkx5OGh1ZmF0V3NI | |
|
|
2041 | clZacjh2dUhoSVNndkx6OHJzZWVldW9wL09sUGY4S01HVE5hOThWeG5BM3c0c3paemZUcAowM0hz | |
|
|
2042 | MkRGTW56NGRoQkNzWHIwYWMrZk94ZGl4WXpGejVzeUdCZEZ2MytVT0hqd1lJU0VoQ0FzTHc3Smx5 | |
|
|
2043 | ekJpeElpR2M4MmRPeGNKCkNRa05IWUozM2hrMzl1K1JJMGZpNE1HRGlJcUthaGpaOGZqamorUEdq | |
|
|
2044 | UnVZUG4yNmJiOXdqck1BWC9pSWMxaWJOMi9HL3YzN0czWWwKNFRncDRhTTFPSWMwZCs1Y3BLZW5Z | |
|
|
2045 | K2ZPbmF5amNGeWorSjB6eDNHY0JQRTJaNDdqT0FuaXhabmpPRTZDZUhIbU9JNlRJRjZjT1k3agpK | |
|
|
2046 | SWdYWjQ3ak9Bbml4Wm5qT0U2Qy9nOThaRERrMHdkQ3pRQUFBQUJKUlU1RXJrSmdnZz09Cg== | |
|
|
2047 | </png> | |
|
|
2048 | </output> | |
|
|
2049 | </outputs> | |
|
|
2050 | </codecell> | |
|
|
2051 | </cells> | |
|
|
2052 | </worksheet> | |
|
|
2053 | </worksheets> | |
|
|
2054 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "mcpricer", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "# Parallel Monto-Carlo options pricing", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "source": "## Problem setup", | |
|
|
13 | "cell_type": "markdown" | |
|
|
14 | }, | |
|
|
15 | { | |
|
|
16 | "cell_type": "code", | |
|
|
17 | "language": "python", | |
|
|
18 | "outputs": [], | |
|
|
19 | "collapsed": true, | |
|
|
20 | "prompt_number": 1, | |
|
|
21 | "input": "import sys\nimport time\nfrom IPython.parallel import Client\nimport numpy as np\nfrom mckernel import price_options\nfrom matplotlib import pyplot as plt" | |
|
|
22 | }, | |
|
|
23 | { | |
|
|
24 | "cell_type": "code", | |
|
|
25 | "language": "python", | |
|
|
26 | "outputs": [], | |
|
|
27 | "collapsed": true, | |
|
|
28 | "prompt_number": 2, | |
|
|
29 | "input": "cluster_profile = \"default\"\nprice = 100.0 # Initial price\nrate = 0.05 # Interest rate\ndays = 260 # Days to expiration\npaths = 10000 # Number of MC paths\nn_strikes = 5 # Number of strike values\nmin_strike = 90.0 # Min strike price\nmax_strike = 110.0 # Max strike price\nn_sigmas = 5 # Number of volatility values\nmin_sigma = 0.1 # Min volatility\nmax_sigma = 0.4 # Max volatility" | |
|
|
30 | }, | |
|
|
31 | { | |
|
|
32 | "cell_type": "code", | |
|
|
33 | "language": "python", | |
|
|
34 | "outputs": [], | |
|
|
35 | "collapsed": true, | |
|
|
36 | "prompt_number": 3, | |
|
|
37 | "input": "strike_vals = np.linspace(min_strike, max_strike, n_strikes)\nsigma_vals = np.linspace(min_sigma, max_sigma, n_sigmas)" | |
|
|
38 | }, | |
|
|
39 | { | |
|
|
40 | "source": "## Parallel computation across strike prices and volatilities", | |
|
|
41 | "cell_type": "markdown" | |
|
|
42 | }, | |
|
|
43 | { | |
|
|
44 | "source": "The Client is used to setup the calculation and works with all engines.", | |
|
|
45 | "cell_type": "markdown" | |
|
|
46 | }, | |
|
|
47 | { | |
|
|
48 | "cell_type": "code", | |
|
|
49 | "language": "python", | |
|
|
50 | "outputs": [], | |
|
|
51 | "collapsed": true, | |
|
|
52 | "prompt_number": 4, | |
|
|
53 | "input": "c = Client(profile=cluster_profile)" | |
|
|
54 | }, | |
|
|
55 | { | |
|
|
56 | "source": "A LoadBalancedView is an interface to the engines that provides dynamic load \nbalancing at the expense of not knowing which engine will execute the code.", | |
|
|
57 | "cell_type": "markdown" | |
|
|
58 | }, | |
|
|
59 | { | |
|
|
60 | "cell_type": "code", | |
|
|
61 | "language": "python", | |
|
|
62 | "outputs": [], | |
|
|
63 | "collapsed": true, | |
|
|
64 | "prompt_number": 5, | |
|
|
65 | "input": "view = c.load_balanced_view()" | |
|
|
66 | }, | |
|
|
67 | { | |
|
|
68 | "cell_type": "code", | |
|
|
69 | "language": "python", | |
|
|
70 | "outputs": [ | |
|
|
71 | { | |
|
|
72 | "output_type": "stream", | |
|
|
73 | "text": "Strike prices: [ 90. 95. 100. 105. 110.]\nVolatilities: [ 0.1 0.175 0.25 0.325 0.4 ]" | |
|
|
74 | } | |
|
|
75 | ], | |
|
|
76 | "collapsed": false, | |
|
|
77 | "prompt_number": 6, | |
|
|
78 | "input": "print \"Strike prices: \", strike_vals\nprint \"Volatilities: \", sigma_vals" | |
|
|
79 | }, | |
|
|
80 | { | |
|
|
81 | "source": "Submit tasks for each (strike, sigma) pair.", | |
|
|
82 | "cell_type": "markdown" | |
|
|
83 | }, | |
|
|
84 | { | |
|
|
85 | "cell_type": "code", | |
|
|
86 | "language": "python", | |
|
|
87 | "outputs": [], | |
|
|
88 | "collapsed": true, | |
|
|
89 | "prompt_number": 7, | |
|
|
90 | "input": "t1 = time.time()\nasync_results = []\nfor strike in strike_vals:\n for sigma in sigma_vals:\n ar = view.apply_async(price_options, price, strike, sigma, rate, days, paths)\n async_results.append(ar)" | |
|
|
91 | }, | |
|
|
92 | { | |
|
|
93 | "cell_type": "code", | |
|
|
94 | "language": "python", | |
|
|
95 | "outputs": [ | |
|
|
96 | { | |
|
|
97 | "output_type": "stream", | |
|
|
98 | "text": "Submitted tasks: 25" | |
|
|
99 | } | |
|
|
100 | ], | |
|
|
101 | "collapsed": false, | |
|
|
102 | "prompt_number": 8, | |
|
|
103 | "input": "print \"Submitted tasks: \", len(async_results)" | |
|
|
104 | }, | |
|
|
105 | { | |
|
|
106 | "source": "Block until all tasks are completed.", | |
|
|
107 | "cell_type": "markdown" | |
|
|
108 | }, | |
|
|
109 | { | |
|
|
110 | "cell_type": "code", | |
|
|
111 | "language": "python", | |
|
|
112 | "outputs": [ | |
|
|
113 | { | |
|
|
114 | "output_type": "stream", | |
|
|
115 | "text": "Parallel calculation completed, time = 2.57819604874 s" | |
|
|
116 | } | |
|
|
117 | ], | |
|
|
118 | "collapsed": false, | |
|
|
119 | "prompt_number": 9, | |
|
|
120 | "input": "c.wait(async_results)\nt2 = time.time()\nt = t2-t1\n\nprint \"Parallel calculation completed, time = %s s\" % t" | |
|
|
121 | }, | |
|
|
122 | { | |
|
|
123 | "source": "## Process and visualize results", | |
|
|
124 | "cell_type": "markdown" | |
|
|
125 | }, | |
|
|
126 | { | |
|
|
127 | "source": "Get the results using the `get` method:", | |
|
|
128 | "cell_type": "markdown" | |
|
|
129 | }, | |
|
|
130 | { | |
|
|
131 | "cell_type": "code", | |
|
|
132 | "language": "python", | |
|
|
133 | "outputs": [], | |
|
|
134 | "collapsed": true, | |
|
|
135 | "prompt_number": 10, | |
|
|
136 | "input": "results = [ar.get() for ar in async_results]\n" | |
|
|
137 | }, | |
|
|
138 | { | |
|
|
139 | "source": "Assemble the result into a structured NumPy array.", | |
|
|
140 | "cell_type": "markdown" | |
|
|
141 | }, | |
|
|
142 | { | |
|
|
143 | "cell_type": "code", | |
|
|
144 | "language": "python", | |
|
|
145 | "outputs": [], | |
|
|
146 | "collapsed": true, | |
|
|
147 | "prompt_number": 11, | |
|
|
148 | "input": "prices = np.empty(n_strikes*n_sigmas,\n dtype=[('ecall',float),('eput',float),('acall',float),('aput',float)]\n)\n\nfor i, price in enumerate(results):\n prices[i] = tuple(price)\n \nprices.shape = (n_strikes, n_sigmas)\nstrike_mesh, sigma_mesh = np.meshgrid(strike_vals, sigma_vals)" | |
|
|
149 | }, | |
|
|
150 | { | |
|
|
151 | "source": "Plot the value of the European call in (volatility, strike) space.", | |
|
|
152 | "cell_type": "markdown" | |
|
|
153 | }, | |
|
|
154 | { | |
|
|
155 | "cell_type": "code", | |
|
|
156 | "language": "python", | |
|
|
157 | "outputs": [ | |
|
|
158 | { | |
|
|
159 | "output_type": "pyout", | |
|
|
160 | "prompt_number": 12, | |
|
|
161 | "text": "<matplotlib.text.Text at 0x2c54750>" | |
|
|
162 | }, | |
|
|
163 | { | |
|
|
164 | "output_type": "display_data", | |
|
|
165 | "png": "iVBORw0KGgoAAAANSUhEUgAAAWcAAAEaCAYAAADNBJaSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nA4CDCGcAcBDhDAAOIpwBwEFfFzJgnth8qvoAAAAASUVORK5CYII=\n" | |
|
|
166 | } | |
|
|
167 | ], | |
|
|
168 | "collapsed": false, | |
|
|
169 | "prompt_number": 12, | |
|
|
170 | "input": "plt.contourf(sigma_mesh, strike_mesh, prices['ecall'])\nplt.axis('tight')\nplt.colorbar()\nplt.title('European Call')\nplt.xlabel(\"Volatility\")\nplt.ylabel(\"Strike Price\")" | |
|
|
171 | }, | |
|
|
172 | { | |
|
|
173 | "source": "Plot the value of the Asian call in (volatility, strike) space.", | |
|
|
174 | "cell_type": "markdown" | |
|
|
175 | }, | |
|
|
176 | { | |
|
|
177 | "cell_type": "code", | |
|
|
178 | "language": "python", | |
|
|
179 | "outputs": [ | |
|
|
180 | { | |
|
|
181 | "output_type": "pyout", | |
|
|
182 | "prompt_number": 13, | |
|
|
183 | "text": "<matplotlib.text.Text at 0x2e14610>" | |
|
|
184 | }, | |
|
|
185 | { | |
|
|
186 | "output_type": "display_data", | |
|
|
187 | "png": "iVBORw0KGgoAAAANSUhEUgAAAWcAAAEXCAYAAABxmoVMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\nAAALEgAACxIB0t1+/AAAIABJREFUeJzsnXl8VOW9/99nZrKvkz0hC4QACRCyQBaWhMUNRRSK3opV\nq2BvxWq13vb2vtreX8Hb2uJyVbyWTQMixbVVqAgqaggESMIWIARZwy5hTUJWkpzfH5SUJWFmkpl5\nzpl53q8Xr1cyc85zPpzMfOaZ5/kuiqqqKhKJRCLRFAbRAiQSiURyI9KcJRKJRINIc5ZIJBINIs1Z\nIpFINIg0Z4lEItEg0pwlEolEg0hzlghn3bp1JCcni5bRKQaDgYMHDwLw6KOP8t///d+CFUncBWnO\nErszZswYQkJCaGlpser4vLw89uzZ4zA9q1atYvTo0YSHhxMVFcVdd91FcXGxzeMoioKiKA5QKJHc\niDRniV2pqqqitLSUiIgIVqxYIVoOCxcu5Ec/+hG5ubls2rSJffv2MW3aND744INujSdztiTOQpqz\nxK4sWbKEW2+9lYcffph33nnnmufWr1/PnXfeSUhICLGxsbzyyisAFBYWEhcX13Hcn//8Z5KSkggN\nDeVHP/oR69at63hu8eLFjBo1iueff55evXoxfvx4Nm7c2KmWuro6fv3rX/OrX/2K2bNn07dvXwIC\nArjvvvuYM2cOAKWlpQwfPhyz2czw4cP5v//7P1pbW+19WyQSm5HmLLErS5Ys4Yc//CH/9m//xhdf\nfEF1dXXHc7/4xS/46U9/ypkzZ6ioqGDcuHGdjpGUlMT69es5duwYw4YN48EHH7zm+bKyMgB27dpF\nbm4u//mf/9npOLt27eLChQvcc889Xeo1mUy8/vrrnDlzhldeeYWXX36ZwsJCG//XEon9keYssRvr\n16/n+PHj3HPPPfTr14+BAweybNmyjufb29s5cOAAtbW1BAUFkZGR0ek49913H1FRUfj4+PDss8+i\nKApbtmzpeN7Pz4/f/e53mM1mfvrTn1JSUkJ9ff0N4xw9epSAgAAGDRrUpebMzEyys7MxGo2MGDGC\nhx56iOXLl/fgLkgk9kGas8RuvPPOO9x+++0EBAQAcP/991+ztLFkyRLKy8tJTEzk/vvvp7y8vNNx\nVqxYwQ9+8ANiYmIICQnh5MmT7Nixo+P5QYMGYTBcfulGR0fT2trKqVOnbhgnLi6Ouro6KioqutR8\n/PhxnnjiCYYMGUJgYCCvvvrqNdeSSEQhzVliFxobG/nwww/55ptviI6OJjo6mldeeYXy8vIOsxs0\naBBLlizh5MmTpKam8vjjj98wTn19PT/5yU/48Y9/zJ49ezh37hy9evXq1kbc4MGDMZvNN92Y/MMf\n/sClS5f4/PPPqamp4Re/+AXt7e02X0sisTfSnCV24dNPP8VkMlFZWUl5eTnl5eVUVlaSl5fHkiVL\nuHTpEn/961+pqakBwNfXt2OGfTV1dXVcvHiR6Oho2tvb+dOf/sSJEye6pSkgIIDZs2fzyiuv8Jvf\n/KZjSeWTTz7hmWeeAeDEiROEhIQQGhpKYWEhS5Ys6XI8GakhcSbSnCV2YcmSJUybNo3Y2FgiIiKI\niIggMjKSp556qmPdeenSpfTp04f4+HhKSkp47bXXOs6/Ej8cFRXFn/70Jx5++GHS0tJoaWlh1KhR\n1xx3fazxzWKPH3/8cZYuXUpxcTE5OTn079+fgoICpk6dCsDMmTPZvn07sbGxvPTSSzz11FPXjHf9\nzzLOWeIsFFlsXyKRSLSH3WfO06ZNIzIyktTU1I7HPvroIwYNGoTRaGTr1q3XHD9nzpyOnf3169fb\nW45EIpE4lc48EGDRokWkpKQwaNAgfv3rX1scx+7m/Nhjj7F69eprHktNTeWTTz4hPz//mserq6v5\ny1/+wtdff83cuXP5+c9/bm85EolE4lQ688Bdu3axYMECVqxYQUVFBb/85S8tjmOyt7C8vDyqqqqu\neayrojYlJSWMHz+e+Ph44uPjUVWVurq6TjeKJBKJRA905oGrVq1i+vTp9OvXD4Dw8HCL4wjdECwt\nLSUlJaXj9wEDBlBaWipQkUQikdifL7/8kl27djFs2DAef/xxdu/ebfEcu8+cbaGzvcjOdsPlDrlE\nIrGFnsY5BCoKdVYe6+/vT13dzY9uamri3LlzrFu3jjVr1vDUU0/xzTff3PQcoeack5PDmjVrOn7f\ns2cPWVlZnR6r9a3CwKw0Bvct58rnyMydMDP15udohoeHQswWZs6DmU+IFtM1qkc0Xw7IoNl4uTDR\nezMPMHVmX8GqbMMRmj0JYwX3UIWHXce9wr6ZH9Bv5g8dMrYjWKVM6fEYdVjvOaMuXrR4TG5uLmPG\njMHHx4eJEyfy05/+lKamJry9vbs8x+nLGld/omVnZ/PFF19w5MgRCgsLMRgMulxvNvj702/gaXQ5\nwR+dDzFbLB+nAfb2yuswZsllPDDzORMdZswS+zB8+HBWrVqFqqqUlJTQt2/fmxozOGDmPHXqVNau\nXcuZM2eIi4tj1qxZhISE8PTTT3PmzBkmTJhARkYGq1atIjIykhkzZjBu3Dg8PT2ZP3++veU4hcTJ\naXi32F68XThxAyBrg2gVVtEQPJbvgi6IlqEpTASwhnvZj6doKZKruOKBZ8+eJS4ujueff55HHnmE\nL7/8koEDB5KcnMz//u//WhxHF0koiqJodlnDnJdFSq+yG2bNhadgTKQYTVbh5QvTIyCgquOhws0w\nZpg4SV2hGs18O2AUFz2ar3l8Z+E5UseECFLVPeyl2Ygv67mPcnzsoOrmnC3cReiYwQ6/jr1YpUzp\n8ZqzLZ4zCsek9ktz7gGmkBAyJih4tp4VLcV2poyEJH3M9qvi/o0dIXLWfAUj3pRxP6X4ipaiSVzF\nnGVtjR7Qd2I/fRrz0OHQVx/G3ByQyw7zedEyNIMBD8qZIo3ZDZDm3E3CbhtBWEuJaBm2ExYL+btA\nB5uXqsGP0thI9LnTan8UTOzhPtbjL1qKxAlIc+4GnlGR9I3cJVqG7RiMMCkQPK2N4BTLyag7Oe/Z\nKFqGRjBQxQ/4hkDRQiROQppzN0gaH4OprVa0DNu5YxSEWs5M0gKXfNPZHKbDe+wQFE7yA1ZhFi1E\n4kSkOdtI1N15mJu3iZZhOwPSYfBa0SqsQlU82RKXqIulF2dwhntZTqhoGRInI83ZBrx7x9M7aLNo\nGbbjHwJ3nNDNX/tMxASqvS1nXbkDtUzkY7QckylxFDp5u2oARaHfmACM7TpcA52UCD7VolVYRZt3\nf0oiGkTL0ASNjGcZMaJlSAQhzdlKek3OI7C56y7OmiU/H3rpY7avYmBHXBrtBs2H3jucS9zKO8SL\nliERiDRnK/AdkES8lz7SnK8htj9kbxStwmouhN3FUd8a0TKEozKGt0lELrrbjll1fMaks5DmbAHF\nw4N+wxUM6KzgjqcPTGwB4yXRSqyi3TOekqg20TKEY2AE8+mPNGbbiW+J5KuycaJl2A1pzhaI+8EI\n/Jv3iZZhOxOHQmCVaBVWUxmbS4vRvc3ZRDbzGIQ0ZtswqBB1biDzN43gdJOXaDl2Q2g9Z60TkD6I\nWKVItAzbycyFvlqsRtI5F823cSDAvWtneJLBm6TRLudLNhGoenH6YBaLjkeIlmJ3pDl3gcHHh35p\ndSgtOtucCu0Foyt0M/lSTRFsivECWkRLEYYXg5nLMNqkMdtEbGsoq8qzOVbvOuvMVyPNuQt6/2AY\nPi3rRMuwDYMRJgWD53HRSqzmQK8xNJjcd9bsxQAWkEuLNGabiKvtR0H5IFpV171v0pw7ISgng6i2\ndbqZfXZw+ygI00cWIEBTYB67g86jvxttH7zpSwH5NEpjthpf1YOmI0NZcNj147+lOV+HMSiQfgNO\noOgjyOFf9E+DVP0Ys2oIYlNsCCg6TOqxA14ksISx1EpjtprotmDW7cxhX62faClOQZrzdSTeOxiv\nSzqLafY3wx3f6yr25mjMHdR6uOdyhhcxLONWzmEULUU3JNT3ZvG2NJra3eeeSXO+ipAxOYS3bNDf\nt+x7k8C3TLQKq2nxz2J7iHsuZ3gRwcfcyWn51rMKT9WI58l05u1PEC3F6ehoruVYPMJCSYrdq7+6\n7nn5EKsfY1YVb8piY92ygL4noSznbo5LY7aKiHZ/qirG8JHOjHnatGlERkaSmpp6w3OvvPIKBoOB\nc+fOWRxHmvM/6Xt3Ih5tOmuHFNsPsjeJVmETp6ImcNarXrQMp+NBEKu5hyo8REvRBQlNvfikZCzl\n54JES7GZxx57jNWrV9/w+NGjR/nqq69ISLDuw0aaMxAxfiShzfqZfQL/TM9uBZN+4oNbfQZRFq6P\nLiz2xIQ/3zCZvXiKlqJ5TKpC6Ok05pVmU3tJnx9keXl5mM03NkZ47rnnePHFF60ex+2/X3n2iqFP\nWDnoLXP47qEQqJ8sQBUT2+JSUBX36m5ixIcN/IAKXCet2FGEqD4c3JvDP06FiJZid5YvX05sbCxD\nhgyx+hy3N+d+t4Vjaj4hWoZtZORAkn6MGeBcxARO+riXMRvwYjNT2IprZrDZk/iWSP6+fZimamOM\nnNr544WnoPDq8ugW2ok2NDTwwgsv8NVXX3U8pqqWM4/d2pyj78kjuFlnWYAhMTC6UleBDm1efSmJ\nbBYtw6kY8GAX91GCe8TkdheDCpHnBzJ/1wD08qIeE3n53xVmWTDnAwcOUFVVRVpaGgDHjh1j6NCh\nlJaWEhHRdU0QtzVn78TeJPiXgp5KZxiMMNkMXvqa6VfEDqXV4D4xzQpG9jGFIvxFS9E0gaoXZw5m\nUeCCRYuuJjU1lVOnTnX83qdPH7Zs2UJIyM2Xb9xzQ9BgoP9oH4yqzmZz40dBmL66sdSG3kmVv/sY\nMxg4zBS+Qn9RBs4ktjWU4q3j+NoFjXnq1KmMGDGCvXv3EhcXx6JFi655XrEyjNQtZ86xk0cR0KSz\nUqCDhumme/YV2j1i2Bitj6+q9uJ7JvM5N+7US/6Fqxcteu+99276/MGDB60ax+3M2W/gAOI8i0XL\nsA1zFNx6QC9Lch3sjR1Fs9F9Zs3nuJdPCRMtQ7P4qh40Hx3KgirXL1pkD9zKnBVPT/plX8LQrKO4\nOYMRfhAG3hZ2HTRGQ/A49ga6jzHXcTcfEiVahmaJbgtm/a5s9tbIdXhrcStzTpiSi1+zzpYzxuur\nDCiAagxhYy8/QGdr+t2kmTv4K71Ey9AsCQ29WbzVvYoW2QO3MefAzFRi1CJ9LQ0MHKq7dWaAql63\nUW/SWSp8N2njFhahr9oPzsKdixbZA7cwZ4OfH0mp51H0k+kMwZFw2yF9fZgAzQHD2Rl8Dt0J7xb5\nLKQv7vF/tY3wdn92VOaw/ayMWukurrldeh19Jmfg03JMtAzrUQzwgwjwtly5SkuoBn9KYiPcouKc\nkeHMIxlpzDeS0NSLT0vGSmPuIS4/cw4eOZTI1vX6eg+Nz4Nw/S1nnIgezwVP10/R9mAYf2Ew+npR\nOR6TqhB0ZgjzKhOR96bnuLQ5m8zBJCUeRWkVrcQGUjJ11W7qCpf8MtgSWoOrvyk9SWcuGbJT9nWY\nVR8OuWjRIlG4tDkn3pOMV4uO6h0HR8LtVbrzN1XxZHNsH1AuipbiULwYxDyyuCSN+Rq0WLTIFXBZ\ncw4bl0tY8yb9GJ1igMmR4L1DtBKbOR05gdPerm7M/XmLETRLY+5AUSHqwkDm79RP0SI94ZLm7BEZ\nQWJMJYqOck24Iw8i9Lec0eY9gNLwBtEyHIo3iRSQT7005g4CVC/OHsqi4Jjr1cbQCi5pzkl3xuHR\nvEW0DOtJztDlOrOKgfK4VNoNrrsJ6EUcSxhLreyU3UFsayhflGdzpF7WqXYkLmfOkXeNIqRZR4Xo\ngyLgjiO6DGq8ED6BY76ubMwxvMcdnJPG3IGrFy3SEi5lzl5xsfQxb4V20UqsRFFgcjR4l4tWYjPt\nnglsjNJTGIxteBLO3xhPtTRmAHxUEy1Hh8miRU7EdcxZUeh3qxljk46STW7Ph0j9LWcAVMbmuGwB\nfU9C+Ad3c0x2ygYgui2I9btyZNEiJ+My5hxzbx5BeqrRnJwOQ/RpzBdDbudAgGsaswdBfMG9HJKd\nsoHLRYve2ZZGY5v8BuFsXMKcffr1JcF3o35aTgWFwx3HdLnOrJoi2RDtAVwSLcXumPCjkEl8J41Z\nFi3SALo3Z8Vkov9IE4ZmnZiFosDkGF2uMwPs7zWGJhesOGfEh01MYSfeoqUIRxYt0ga6N+fYySPw\n11ON5tv0u87cGJRPZbDrGbMBL7Yyhc3I0LCEpl68tz2Tmha53i4au3+xnjZtGpGRkaSmpnY8VldX\nx7333kt8fDyTJk3i4sXL2WRVVVX4+PiQkZFBRkYGTz75pE3X8k9NIdako7C5/mmQpk9jVo3BbOoV\nLFqG3VEwsZspbMRPtBShmFSFsNNpzCvNlsbcQzrzwF/96lekpKSQmZnJs88+S2Njo8Vx7G7Ojz32\nGKtXr77msblz5xIfH8++ffuIjY1l3rx5Hc8lJSWxbds2tm3bxl/+8herr6N4edEvsxGDXuLmAsNg\n/HFdrjMDHIm+jTqPJtEy7IqCgQNMoZAA0VKEYlZ9OLt3NO9WytrU9qAzD7z99tupqKhg8+bN1NfX\ns2zZMovj2N0q8vLyMJuv7T5cWlrK9OnT8fLyYtq0aZSUlPT4Or2n5ODbUtXjcZyCosDkWPA5I1pJ\nt2jxz6I8xNWiMxSOMoUvcb1vA7YQ3xLJmrJxbJDV5OxGZx542223YTAYMBgM3HHHHaxda/kbtFPW\nnMvKykhOTgYgOTmZ0tLSjucOHTpEeno6OTk5PPnkk6SlpXU6RsFVPw/vHceIdh21nMobBVHrRKvo\nFqriQ1lsLCj1oqXYlTNM4jPc25BiLiQzf0cK+nkjdcG2QtheaP9xuyiyV/j95X/dZeHChTz++OMW\nj3OKOatq5zFuMTExHD16FLPZzKpVq3j44YfZsaPzqmzTrvq576gElLajDlDqAAxGSNsnWkW3+T76\nLs561YmWYVeaGM/HuG/BHg/VgOnEUN4+ECdain3IGHP53xUWz7LPuM92/vCYf/67wqx064d8/vnn\nCQgI4P7777d4rFNWQLOysqisrASgsrKSrKwsADw9PTum/3feeScmk4n9+/ffdCyDtzdhqo7C0DKy\nwbcHH7MCafUdQlmYaxmzwigWEy9ahjACVC/O7svj765izDpi8eLFfPHFFyxdutSq451izjk5ORQU\nFNDY2EhBQQG5ubkAnDlzhra2y3U9t27dSmNjI0lJSTcdK2RUBqZ2HRlGpj7XalXFgy1x/XT/jfdq\nPElnAS7wNb6bRLYHsLV8DMXfh4qW4nasXr2al156iRUrVuDtbV0svd3NeerUqYwYMYK9e/cSFxfH\nokWLmDFjBkeOHGHAgAEcP36cJ554AoCioiLS0tJIT0/nhRdeYP78+RbHj4yzHIKiGZJSIaRStIpu\ncSbybk556+hD0ALeJPE2WW7bXir+UgSflo5hf617hww6gyse+N133xEXF0dBQQFPP/00Fy9e5NZb\nb7U6bFhRu1oQ1hCKorAe8OwVw7C8E/pp7vxgNsSVWj5OY7R5J7OqfzzternPFvAimmVM4LSbVphL\nqO/Dwi1p7vPBNFrpcp/LWhRFQd1u5bHpXe+r9QRd/bUihifpx5jD46CX/oxZxcD2uMEuY8weBLGC\n8W5pzIoKYaeHMG9LuvsYswuhq79YhN9B0RKsZ3gfnd3dy5wPv5vjLlJA34g365jklhXmvFQj6pHh\nvFuZhLuusesd3dTWCByWhk+LTqI0fAIhabNoFTbT7tmHTVEtomXYBQUjFfyA7W5YyMis+rCncjhb\nz7h3go3e0c3cLiJFRxsZuengob+mp7vismg16CQd3gInmOSWadkxbcGs3TJGGrMLoJuZc1j7NtES\nrMNghEH6SzqpCb2LKn99hv1dTwN3sZww0TKcTkJzDEu2DKOhVTdva8lN0M1f0diukxC69Czw2yRa\nhU20e/RiY7RoFfYinyXEihbhdOJq+zFv+2Dk+rLroJtlDd2QWSNagc3siR1Ji1H/zVo9yWABA3A3\ng4q/mMgCacwuhzRne9I3FUL1lXRy0Xwb+wP1v5zhTX8WMIx2N3tJJzTHsGBrGtKYXQ/3eiU7mhxf\n0QpsQjVFsCmmi9JbOsKLXiwhjyY3eznHtYaxuCwLVRqzS+Jer2ZHEharu6ST/b3G0mDSd+icB2Y+\n5Q7O6Wf7xC5EtgXy0eZcmtrdL7nGXZDmbC9GJIJB85nwHTQGjdZ9P0AjPqzlHg7jXm2VzKoP32wf\nyfkW90uucSekOdsD7wBI2iJahdVc7gcYKFpGj6lkEjvcLMnEX/Vkx66RHKmXzWhdHWnO9iA3Azz0\n0ynkcMzt1Hk0i5bRQ/L5Bv1/wNiCp2rkxN7h7DrvXv9vd0Wac09RDDBYP0knzQHD2WHW93KGF5G8\nywDRMpyKQVW4dCSb4lOyFrO7IM25p2Rkg99J0SqsQjX4UxIbgX5K+3WGwiZuo97NXrr+pzL4/LDL\nZApJrMC9XuGOIFM/FdyOR4/ngqdOMi27oI1xlKCjOit2IPr8QD7Y21u0DImTkebcE/oOhtDdolVY\nxSW/oWwN1V/24tV4EcsSEkXLcCrxFxMp2OleSziSy0hz7gnZ+pjBqYo3pXEJul7OUDCylltodqOX\nrMz+sw0fA2Rb2b1ED7jPK93ehPaCWH0knZyKmsBZr4uiZfSIRm5zq9rMMvvPNiJNEL8SSj8VrQSm\nTZtGZGQkqampHY/V1dVx7733Eh8fz6RJk7h40fL7UZpzdxnRVxdJJ60+gygL13ejVm8SeZc40TKc\nhsz+s43+JmAhfFciWsllHnvsMVavXn3NY3PnziU+Pp59+/YRGxvLvHnzLI4jzbk7eAdAP+0nnaiY\n2BqXjKrjyZcBD74g32164MnsP9vIUuDobDh1WLSSf5GXl4fZbL7msdLSUqZPn46XlxfTpk2jpMTy\nJ4l7vOLtjU6STs5G3s33PvqeNddwB5XovziTNcjsP9vIr4eyWdCog5d4WVkZycnJACQnJ1NaanlJ\n1L2qxdgDxQCD94tWYZE27/6UROg7bM6LASzAPWJ7Zfaf9RiB4VVQtNix16n37LzK5LrSNtaVXd3O\n7ZLFsVTV9iVQi+bc3NzMp59+SlFREW+++Sb79u3ju+++4+6777b5Yi5BerbmO52oGNgRm0abQb+h\nc0a8+Qcj3KI+s8z+s55AIySuh/VfOP5aX6eM6vyJFMj58VW/v/mlxbGysrKorKwkIyODyspKsrKy\nLJ5j8ZX/+9//nq1bt1JYWAhATEwMv/3tby0O7LIM1f53qAvhd3HUT7/GDFDNeA7iHuuuMvvPOuJM\nEPoRbHeCMdubnJwcCgoKaGxspKCggNzcXIvnWDTnb7/9ltmzZ+PpefmN4ufn160pukuQOBhCK0Sr\nuCntnr3ZGNUmWkaP8GIwHxEhWoZTiD4ns/+sYbARLr4Bh3aIVmKZqVOnMmLECPbu3UtcXByLFi1i\nxowZHDlyhAEDBnD8+HGeeOIJi+NYXNYYMGAANTX/moVt2rSJjIyMnqnXKzpIOqmIy6bVoN+2Uyb8\n+BvZuEPiRfzFRObvktl/lhjeBpv/DJeaRCuxjvfee6/Tx5cvX27TOBbN+emnn2bSpEkcO3aMsWPH\ncurUKd59912bLuIShPaCOG0nndSFjOeQv36NGeAId3LMDYrnJzTHMF9m/1kk/xwUzRGtQgwWzTkr\nK4tvv/2WLVu20N7ebtVCtksyoi8YjotW0SWqRzQbY4xAu8VjtYoHQ1lBiGgZDkdm/1nGU4Ghu6Ho\nA9FKxGFxzfnvf/87Fy5cYOjQoWRlZXHhwgU+/VQDOZLOxNsfkraKVnFTvovNo8loOaRHq3gQxPtk\n4OozSZn9Z5lQI/RbAxvd2JjBCnOeNWsWwcHBHb8HBwczc+ZMR2rSHrmZ4Knd2hT1wbewN1Dfyxl7\nuZPTuLZhhcjsP4v0NYH3O1CxTrQS8Vg0Z29vbxoaGjp+b2howGh07TfRNSgGGHxAtIouUU1hbOyl\n74wyI7l8QZBoGQ7FX/WkXGb/3ZRMA5x6GY5rP8fLKVhcc77//vuZMWMGM2bMQFVV5s2bxwMPPOAM\nbdogPQv8NFJRpRMO9rqFBpN+2055Eso7DBYtw6HI7D/L5DVD8UvQ3ipaiXawaM5PPvkkH374IX/4\nwx9QVZX77rvPvcw5U7s1NJoC86gIOoee12l3cAc1LrycIbP/bo4C5J2AogWilWgPi+bs6+vLo48+\nyqOPPuoEORqjzyAI3SVaRaeohiA2xYaAouf6GfkUEiBahEPxP5XBBzL7r1P8DJBSBkX/EK1Em3Rp\nzs888wyvv/46EydOvOE5RVFYsWKFQ4VpgpwAzU5Kj/S6g1oP/W4CehHJWy7eQTv63EAKZPZfp0Sb\nwP8T2Kz9yrvC6NKcH3nkEQB++ctf3pCurei43ZHVhPaCOG2uNbf4Z1NuPo9mPzks4vodtGX2X9ek\nmODMfNh3VLQSbdOlOQ8dOpTW1lYWLFjAX//6V2dq0gYaTTpRDb6UxPYCRbtr4ZZw9Q7aMvuva3JU\nKP8zNGk3MlUz3HTqYjKZqKqq4vTp087Sow00nHTyfeSdnPfSrzF7EefSHbRl9l/X5NdCyfPSmK3F\n4obgoEGDyMvL4+677yY6+vLGhqIoPPfccw4XJ4ycTPAsEq3iBlRTJNvC9GvMlztoj3PZDtoy+69z\nTArk7IOipaKV6AuL5hwTE8MDDzyAoihWdYzVPYoBUrWZdPJ9xChaDdqvJ90VrtxBW2b/dU6wERIK\nofhr0Ur0x03N+fz58+Tm5pKfn4+vb+ctW1yONG0mnajGUMpDGiwfqFG8SWShi3bQltl/nZNgApZB\n+W7RSvRJl98vFy5cyJAhQ3jzzTfp37+/+xQ7GqrNZYPq8NG0GPVZRN+VO2jL7L/OSTPChdfhsDTm\nbtPlzPmdd96hvLyckJAQDh48yDPPPMOkSZOcqc359BmoyaQT1WhmW5hOKo13gqt20DaoCi0y++8G\nRrZCyZ9uk+QYAAAgAElEQVSgtVm0En3T5VSmvr6ekJDLtXUTExM5flx7YWV2JztQk9FPZ8LH0GLU\nZ9EBLwbwnot20PY/lcEqmf13DfmnofgP0pjtQZcz54MHD16THXj17y6ZIRgSo8lOJ6ohkG1hLaJl\ndAsj3qxw0Q7aMvvvWrwVSCuHor+LVuI6dGnO1/e7+o//+I+On2+WITht2jRWrlxJREQEO3fuBKCu\nro6HHnqIbdu2kZmZydKlS/H39wdgzpw5vPHGG3h4eLBgwQJGjeqiHbmjGZEExhNirn0TzoaPo8mo\nz43AasZzyAU7aMvsv2sJN0HYSijZKFqJdli4cCGLFi2iubmZvLw8XnvtNZvHUFQ7t9Jet24d/v7+\nPPLIIx3m/OKLL3L06FFefvll/uM//oPevXvzy1/+kurqavLz8/nyyy85dOgQv/jFL9i69cbkD0VR\nUKfaU+V1ePvDDAU8tRWmphr8+TplDA0m/c2cvUjldYajyXWiHpDQHMP8khyZZPJP+pmg7m34/pBo\nJVfxrXJDyQlbURSF5ertVh17r/LlNdc7d+4cQ4cOZdeuXfj4+HD33XfzzDPPcMcdd9ikwe7fN/Py\n8jCbzdc8VlpayvTp0/Hy8mLatGmUlFwOVSspKWH8+PHEx8czevRoVFWlrk6AQWZnas6YAc6HjdOl\nMZvw42MX7KAts/+uZZgCJ17SmDFrAB8fH1RVpaamhsbGRhoaGm7wRGtwymJgWVkZycnJACQnJ1Na\nenltt6SkhJSUlI7jBgwY0PGc01AUGKK9pBPV4Mv2MLt+qXEaR7iT45bzm3RFlMz+u4b8BtjyPNTX\niFaiPXx8fJg7dy69e/cmKiqKkSNHkp2dbfM4Vr+Dmpqa8PbuXnaXLV8xulrPnrnzXz+PiYAxkd2S\nciMD0sBvu50Gsx8Xzflc9NDflrcXqS7XQTtY9eZrmf0HgBEYcQSKCkQruYrzhXCh0O7Dnuoiyui7\nwu/ZW/g9AJ052+nTp5kxYwa7d+/GbDZz//33s3LlSiZMmGDT9S2a8/bt2/ntb3/L7t27OXToENu3\nb2fBggX85S9/sfoiWVlZVFZWkpGRQWVlJVlZWQDk5OSwZs2ajuP27NnT8dz1zEy1+nK2kajN5IED\n5kBAX/WaFYysZhiutJzhrZr4rnKEzP4DAo3QtxjWrRat5DrMYy7/u0LVLLsM+wn3dP7EmH/+u8Ks\nKdc8XVpaSm5uLklJScDlVn9FRUU2m7PFZY0//vGPzJ49u6MDd3p6OmvXrrXpIjk5ORQUFNDY2EhB\nQQG5ubkAZGdn88UXX3DkyBEKCwsxGAwEBDi5M0bcKedezwraPXtzxFd/fQHbyOM7F4rOMKjQUJXN\n1jPBlg92ceJMEPIBbNOaMWuQvLw8Nm/ezLlz52hubmbVqlXcfrt1m4tXY3HmfOLECQYP/lcDzubm\n5pvW2Zg6dSpr167l7NmzxMXF8fzzzzNjxgweeughBgwYQGZmJrNnzwYgMjKSGTNmMG7cODw9PZk/\nf77N/4Ee4R8CQd8595pWcNacobt6zSYC+CtJomXYlaDT6Sw7GiVahnCGGOHIHLhQLVqJPggMDOR3\nv/sdkydPpqGhgfHjxzN27Fibx7EYSjdr1izS09OZOXMmy5cv54033iAoKIjf/e533RZvKw4Lpcsc\nDrdpLzizOHkSZ730Fdt8jnv5ENcxsrjafizY7qi1NP0w8hKUvKyzjD87hdLdqf7NqmNXKVN6fL3O\nsLis8cwzz7Bt2zba2tq48847CQ4O5umnn7a7ECH01l7m2iW/TN0Zsxdx/I0I0TLsRkJzDAu2D7Z8\noAujAPmnoPiPOjNmF8KiO23cuJGZM2eyY8cOKioq+O1vf8t7773nDG2OJ0Z7AZonzX1FS7CZbS5U\nca5Xq5klW1xrU9NWfA0wbBsUzRWtxL2x+I76n//5H77++l+Vsl988UXXKB8aEQ9+2krXVhUv9gTr\na9bsSQZF+IuWYRdC231ZuX04Da2uFaNtC9EmiF0BZcstHytxLBZfhStWrODuu+/G09OT1atXs2fP\nHtcoetQvATgiWsU1NAYOp8l4SbQMq1Ew8TnpomXYBV/Vg/KKEZxscM1OLdYw0ATVc2GvGxSg1AMW\nzTksLIwVK1Zwyy23MGzYMD7++OObFj7SDQnaW0g7ao5AT7HNreSz3wVC54yqwoWDOex044L5ue2w\n7QVo1tcXN5emS3P29/e/xoRbWlo4dOhQhznX1tY6RaBDUBSI2CNaxTWoxlD2BerHmD0IYpmLdNH2\n/T6Tz467zoamrYw+D2vn0Hm6m0QYXZqzSzdzTUgBL231z6k159Cu6Keg/knGUYv+60z0upDMW/sS\nRMsQgpcCmZWw9n3RSiSd0aU579mzh+Tk5E5LeAJkZmY6TJTDSQoTreAG9pv9AH1UkfEmgb+jvXto\nKwmNsczbkWL5QBckzAgRX8DG9aKVSLqiS3N+5ZVXWLhwIc8991yna8zffvutQ4U5lDhtmWCbVxLH\nfS6gl/CtMvJ0390ktjWUxVuGopd7bk+STFBfALsPilYiuRldmvPChQtpb2/nj3/8IyNHjnSmJsfi\n5QuhFaJVXMMZ8xBQ9LGM5MFQivETLaNHhLX7sXyre5b/HKbA7hehQcdbRu7CTac/BoOBn/3sZ87S\n4hySUkBDzVJVFL4zt4mWYRUKJj5jiGgZPcJf9aRs50iqm1yvG7gl8uth8yxpzHrB4nfTiRMnMmfO\nHH1HZ1xNH23N+i75D+OCZ6NoGVbRwlhd9wQ0qQa+35/LnhrXSJqxFpMCIw9B0UtAu2g1EmuxGOf8\n6quv0tDQwHPPPYePz+WatroOpYvVVlbgSXMf9BDb7EEwS9F3VIPHiaGsO6n/jUxbCDZCwlooXmP5\nWIm2sGjOLhVSFxgGgftFq+hAVXyoDNLH/T3GOC7qOHQu6txAFh2IEy3DqfQ2QftfobxStBJJd7C4\nrHHLLbdY9Zgu6N9fU5vzjUEjaNHQ+ndXeNOHT3QcOpfQkMCiXQNEy3Aq6UY49xockcasW7qcOV/p\nGnv69GnOnTvX8Xh1dbWYDtn2oLeGnBk4bA5FD0samxiJpj7VbCDuUjhvb81Ar/q7w6gW2PAitGv/\nc19yE7o05/nz5/P6669z4sQJhg4d2vF4QkICzz77rFPE2Z1oDS1pmCLZH6B9Y/Ygi006DZ2LbA/g\noy05XGrXd0y2tShA3gkoWiBaicQedGnOzz77LM8++yxz5szh5z//uTM1OYaoPuCrnfrNF8xZqEqL\naBk3xYAnK9BnN5BA1Yt15SPcpmO2vwGSS6HoM9FKJPaiyylFWVkZJ0+e7DDmzz//nIcffpi5c+fS\n0KDD0lX9tLUZtN+s/dKUTYzhMB6iZdiMp2rk8HfDOVCnzxm/rQQYIOYfsFkas0vRpTn/+7//O56e\nl2cd+/fv57HHHuOWW26hvLyc3/zmN04TaDfitRNL3OadzEkfbYciehLCBzoMnVNUaD+axabqENFS\nnIIRSNoAe8tEK5FcTX19PT/+8Y/p378/AwcOZNOmTTaP0eWyRltbG6GhoQDMmTOHRx99lEcffZSH\nHnpIf+ncBiNEaGfb+rR5EKDtTdXDjKNeh/Uzws+m8k5VjGgZTiP3IBSvFq1Ccj2///3viY+PZ/78\n+ZhMJurr620eo0tzNpvNNDQ04Ovry/Lly/n4448vn2Ay6S/2uU8KeO4SrQIAFQN7zNreRvemL8vR\n38wzob4P83YniZbhNEbXwNololVIOmPNmjVs3LgRb+/Ly5dBQUE2j9Hl1Oihhx4iNzeXW2+9lb59\n+5KVlQXAvn37CA4O7qZkQfQNFa2gg5aAbGo9tLPE0hnFjEBvoWfxLZEs3JKG3nR3l+FtsPY10Sok\nnXHs2DGampqYMWMGOTk5zJ49m6amJpvH6XLm/JOf/IQJEyawd+9eRo8e3fG4qqq88cYb3VMtiriz\nohV0cMKcAJwXLaNLTORQhq9oGTYR1RbEe1uyXaYDuCWGGGHzn5GdSxzM99WdBxHUFW/h4obO69wD\nNDU1sXfvXl566SVuvfVWfvrTn/Lhhx/yyCOP2HR9RVVVzf+JFUVBndrNk7394akGMIqv+KIa/Phi\nYD4tRm1WoTPgxQp+xDEdRWgEq95s2DaWwxd9REtxCn1McPY1qD0jWomG+Vahp7amKAqstXKM0Tde\nLyUlhcrKy/tcq1atYsmSJbz33ns2aXD9qUZSsiaMGaA+aIRmjRmggbG6MmYv1cjeyhFuY8yhRmh5\nRxqzHujXrx8lJSW0t7ezcuVKbr31VpvHcH1zTtTOV/TDZrNoCV3iSRgfECtahk20Hx3GljM62//o\nJt4KRK6G4/tEK5FYw8svv8wzzzxDZmYm3t7ePPDAAzaPYbEqne6JOSZaAQDtHjEc8NduuvZBxtKo\no6pzCc3RzKvqJVqGU1CAIduhtFi0Eom19O/fv1uxzVfj2jPn4EgI1EajtAvmYZoNJPCmP5+h3Vn9\n9XipRr7YnSZahtPIOwGln4hWIXE2rm3O/ftqxhD3mbW7lltELpq5UVYQdHYgh+q0s1zlSPIaZCEj\nd8W1zbm3aAGXafUZzClvbWYEGhnOVvSzoRbVFsRfK/uKluEUsoB1L4tWIRGFa5tzlDZ2T6rNyaIl\ndIoRb/7OQNEybGLvgXRaVdd+2QKkmGDny8ief26M677KY5LA57RoFagY2RPcLFpGp9QxlpM62hNO\naOhN8ffayfZ0FL1MUD0XmnRWJUFiX1zXnPtpo/hNc0AuFz20Z86ehPOhjkLnAlRPPt41WLQMhxNo\nBM8P4exx0Ur0SX6Ctqs92oLrmnO8NmpOHw/RpgHuYyxNOvrzqydTOdPk2oXzPRToUwiHdohWoj88\nTSrDg7+naLF2qk/2FP28O23BaILw3aJVoBoC+S6wRrSMG/BiAKvQT/JGXGsYH+2PFy3D4QzbA+Vf\ni1ahP0IDVfrVH2LjJ4dFS7ErrmnOiQPBQ/zM+WLwcFoNWtvRUSjUUeicSVXYUJmOXvR2l9HnYKNt\npRckQFJUO147d1OxQfz+kr1xUXPWxqzwkNn2Gq6OxsAIytF+i6wrRNX0Z9f5QNEyHMrIS7B2jmgV\n+mNYn0ucXLmNEwddc+dUP1v1tqCBEqHtnnFU+Z1HSzM+Iz58RIpoGVYT2u7H0gpthiHaiwwDbHpR\ntAr9kd+nnnWLd6Fq7YupHXE9c/YJBLP49eZzwZmgaKuofg3jqNZR/Yzqw2k0tulHr60kmWD//0Lb\nJdFK9IPRoDI89CxFBQdES3E4rres0T8ZDOJLVO8N0dat9SKKD9FGeKE19G7qxZdHo0TLcBgRJrj4\nNtSdE61EPwT6qqS2H2H9h65vzOCKM+feXqIVcMk3jTNetjd0dCR7GEOLTj6LfVQTKyuGiJbhMPwM\nELwc9h4SrUQ/xIe3Y9i1l+27tRf95Cj08W61hV5HRSvglLmfaAnX4MVAvkA/m2p+ZwZypF4/9T5s\nwQCklMLeMtFK9ENaQis135RT5UbGDK42cw6JBv8qoRJUxYM9wbY3c3QcBr4mCy1tTN6M6LZg3qlM\nFC3DYYw4Aus/E61CP4xMbGTTkl20XXLhnb8ucK2ZswZKhDYH5NJgahEr4ioURrJLJ6FzigoV+zJc\ntlHr6IuwvkC0Cn2gKCr5vc5T/PYOtzRmcDVzThDfn+9oiHY23Uz48TEDRMuwmvj6REqq9VP03xZy\nVVj7imgV+sDPW2Wo53GKlu4VLUUorrWsESX2j6kag9kboJ1WVOcYx2mdhM4Fqd68v2uQaBkOYbAJ\ntv4REB9EpHmiQ1T8D+5n8zYZxuLUmfOyZcsYPXo0gwYN4q233gJg5syZxMbGkpGRQUZGBqtXr+7e\n4LH9wVts8kld8HDaNBDGB+BFDB+hn1C0lhOpXGjRbreY7hJvguNvQIu2Qt41ycDYNi5t2sk+FzHm\ntrY2MjIymDhxYrfOd9rMuaamhlmzZrFp0yY8PDwYN24c999/P4qi8Nxzz/Hcc8/17AL9ogCxM+eD\nZn9AGzvKFYzmkk5WreIvRTD/gDar9/UEsxH4K5w/JVqJ9slNbGbrsh20NLrO+vLrr7/OwIEDqavr\nXhckp717N2zYQGZmJmazGX9/f8aOHcvGjRsBUFU7zDbjxObXt3v25oivNpY0vBjMGgJEy7AKD9XA\n2t2uV9jIS4GYr+CI61SwdBijE2rZ9PZ2lzLmY8eO8fnnn/P4449329+cZs75+fmUlpZy6NAhTp48\nyeeff86GDRsAeOONN8jNzWX27Nnd+5QxeUKY2JTts+YMUMQbjIKBLxmGXswu/MIA9tT4i5ZhdzJ2\nQUWRaBXaxstDZXjQ96x1oRrMV/jFL37BSy+9hMHQfYt12rKGn58fr732Gj/72c+oqakhNTUVb29v\nfvKTn/D//t//o7a2ll/96lfMnz+fX/7ylzecP3Pnv34eEwFjIq96sldf8BD7Bz4SqI2NNxOZVCI+\nS9IaAlUv3qvUVsKOPcivhqKPRKvQNgnh7XgdOMDGL+2xvrz1n//sTGEXjx8qhKqunoTPPvuMiIgI\nMjIyKCzs+jhLKKpd1hRs54EHHuA///M/yczM7HisvLycJ598kuLi4muOVRQFdepNBsseCWOLb3KA\nY1EVH1am5tGugcnqHh6kUCdLGpFnB7G4Qj+hftYwqhnW/0m0Cm0zPLGJHR9VUF/b6qAr5PZ4qVRR\nFBhr5RjfKtdc7ze/+Q3vvvsuJpOJpqYmamtrmTJlCkuWLLFJg1N3jKqrqwFYs2YNO3fuJDMzk5Mn\nTwLQ2trKsmXLuOuuu2wfOExsRGCrb4omjNmTcArRxxKBn+rBJ/tcKxNwmALFsvxnl/h4qowMPc3G\nt8sdaMzieeGFFzh69CiHDh3i/fffZ9y4cTYbMzg5zvm+++6jurqagIAAFi1aBMCvf/1rtm/fjqen\nJ/n5+cyYMcP2gUPEdj256NsLEN/EtUZHa81BNUnUuFDo3AAT7H4RVPF5UJqkb1Q76q59FO/Uxqa5\nM1G6uRclbFnDFiwua/wsDvzFFTzal/BDKoPPC7v+ZQx8xqMcQ/uG562aWFc23mUatkaboHU+nBZf\nc0uTjOrbSNmyCpobnPXJJXZZw17oP0PQwxt8xb4rjvuJL3TkyWBdGDNAWF2iyxhzoAF8P4YD0phv\nwN9bZbDn96x/64hoKbpEH1kKNyMqQej/ot0jlloP8elf3zFQtASr8FQNfLY3SbQMu2BSIHEdHNgu\nWon2SO7VhvlAJZuWS2PuLvqfOUeFCr18k6/4UDAPgnWTdBJV34eTDfqokmeJnH1Q/JVoFdojv089\nG5buprXFdZJKRKB/cw4T+1W+xi8E6F56pr1oYJguymyaVIUv9or/MLMHoy/A2qWiVWiLYH+Vfq0n\nKCo4JlqKS6D9d7QlQsQuKZzyFX8L1xInWoJV9GpMoOqir2gZPWZEG6x9TbQKbTE4rg3vnRWUrZLG\nbC/0P3MOEldVRlU8OeEjdtbsRQr70f7mmkGFb/f1Fy2jx6QZoeSPolVoi9G961j3biXtrZoP/NIV\n4qd9PcHkCX7iNhzafJJpNYhdVzuIPmogxzfF8Z3Oa2gkmuDQq9B2SbQSbRAWqJJhOMLaRbulMTsA\nfZtzVMLlKZkgLvqKXU4w4c+X6KNzSPEBfadphxmhaTHUukap4R6TntAKm3ey7euToqW4LPo258gw\noZc/6yd2JniJYTTr4E/YuzmGHef00/37enwNELYSTuwXrUQ8BoPK6Lgatr+zhTPHxYeQujL6XnMO\nF7vWesJXbMp2MQlCr28tmw/qd9asAAM3w+ZNopWIJ8qsEn76MGuXyO4BzkD7066bESIuM081RXLe\no17Y9b3pq4uu2gktkZSd1sfSS2eMOgabV4hWIZ5hfVpoWlfOznXSmJ2FvmfOQdXCLt3s219ocf1j\nDBF2bVvYdThZtIRuk18PRW+JViEWD5PK8IjzFBXsEy3F7dDvzNloAr/Dwi5/wS9C2LWNeLMasZmR\n1hDXGsb6k9rX2Rk5QNErolWIJS6snaSagxT9VRqzCPRrzpEJYBQXxlbtK67zicpQLqKNzis34+AR\nfc6aB5lg+4uAG2cf5yY2c/6rcipLz4iW4rbo2JzDhV1axSg0+aQM7Rep79VqZs0xcX+j7hJngpP/\nB81iS4QLw8tDZVTEGTa9vZ2LF1pEy3Fr9LvmHCGuT16bzwBajGKqqnsRRxk+Qq5tCyePJ6OXwv9X\nCDaC4T04971oJWJIjGzHULmf9V+Krk0uAT2bs1lcGFuDbwIgxpzPkIbWTS+qLYhFh6NEy7AJTwVi\nv4ZdFaKViGFkYhNbP6ig8aLrto/SGzo259PCLn3ONxAQM7vYivaXCs6fHIDWP0CuJ7MCNhWKVuF8\n/LxVhnhXU/x2lWgpkuvQpzkbjEIjNU74iSmu4EkIlRrvdhLR7s+Sg71Ey7CJ/NNQ9KFoFc6nf0wb\nzVv3sbGyRrQUSSfoc0MwIh6MYr5+qUYzZzzFbAa20R+tz0gbTw1A1bjGqxnVAkVvilbhfPISG6j6\n+1YOS2O2O0ePHmXs2LEMGjSIMWPGsGzZsm6No8+Zc1QEcEjIpZt9U4QlnxwjVsh1rSVE9eWD/fqo\nLQ0wVIENL4pW4VwCfVVSlJOse1s2PXQUHh4evPrqq6Snp3PmzBmys7OZOHEiAQG2dSvS58w5XFyk\nRq1fpLBrbyZI2LWtQT3dn1ZVHy+p/iaofAXa3Wj/a2BsGwF7dlPymTRmRxIVFUV6ejoAYWFhDBo0\niM2bN9s8jj5nzqHiCuqe9vUEnF9Tw4tYjmv4zxWkevP3vfooxBRlggsLoKFWtBLnkd/nIsXvVtJ2\nyY0za2zEaEUWksrNc5X2799PRUUF2dnZNl9fu+/2mxEkJmtJReG470Uh125C2x2rPc/2o6ld+1mL\nAQbw/zvsd5Om0CEBKn2ajlFUcEK0FN3Rtqeq8yeaN0FLicXz6+rq+OEPf8irr76Kn5+fzdfXnzkr\nBvAXE6nR7t2PJqOYWftBtBs37K968re9fUTLsIgRSNoA27aKVuIc0hJa+f6bSrYccdN0x55ysqtw\n3b7//HeFOTcccenSJaZMmcLDDz/Mvffe263L68+cw+PAJMacG3z7cPmLjLMxUIJ2Wzz5n0+ivlX7\nL6XcA1C8WrQKx6MoKvnxdRQtqUSVqxhOR1VVpk+fzuDBg3n22We7PY4+dm+uJkrchtx5XzEbct4k\nUqvRQke+qgef7O1r+UDBjL4Axe+KVuF4IoJVhrQfZu1iacyiKC4uZunSpXzzzTdkZGSQkZHB6tW2\nzwq0P925nnBxBeZP+ol5tddquNCRuSaRCy3aTowZ3gZrXxOtwvFk9r5E1ee7KT8lrgmFBEaNGkV7\ne8+9Qn/mHCoo+cQQyCmvGkQkgexBXO3om+GlGlmxV9sblWlGKPuTaBWOJz+uhqJFe0TLkNgR/S1r\nmM8KuWyLoOQTA15s1mgVusiLfahuEhdzbok+Jjj0OrSKbfXocEb3rqNoiTRmV0Nf5qwo4F8l5NJ1\nftFCrutBf1o0+GcyqQZW7u0nWkaXhBmhZTHUunit+BGJTaxdtFu0DIkD0N67/maExYJJzDTojK+Y\nGeIZjXbY7tWQwLF6bc7ofQwQ/jkc3y9aiWNJT2ilZMlO0TIkDkJf5hwlLtb3mK+YTtu7NNgr0KAq\nfLW3v2gZnaIAg7dA5UbRShxLv+h29n+6U2b8uTD6MudwXyGXbffsQ4PJ+S17PAikHO2t6cY3xnOg\nzvaMJ2cw6jiULRetwrFEmVVq11fINlIujr7MWVBNjUY/UREJ2itar6iw9oA2Z835DbBuoWgVjiXQ\nV8Vv/z5Oyaw/l0df5hwspvvIed9gIdc9gfbKbyY0x7L7vG2lD51BNlD0smgVjsXDpNKn/jAHdsge\nf+6Avsw5QEza9vd+IlK2YQtiPhRuxqYDA0RLuIGBJih/kZuXB3MBhvmdorzwlGgZEiehH3MO7QUe\nzv8qpxp8Oent/NqSXkRSpbGWVAnNUWw7q62a0nEmOPUXaHbxb/mjYy+w8VNxrdkkzkc/5iwoUqPV\nZyCqgGXfFrS3rltelSxawjUEGcH4Hpx18WqYeYkNrH33O9EyJE5GP+YcLiY6oM4vRsh1DyMm6aUr\n4i9FsPFUiGgZ19CvBKoqRKtwLNl9WlhXIGOZ3RH9mHNom5DLnvEVkWihUEqggOt2zXeHtbXWnGaE\nzZ+JVuFYBsW1Uf7+DjFVaiXC0Y85m8XsUB/3df5ipje9OaOhEqGxraEUnggTLeMaLn0hWoFjSQhv\n58TqXTQ3iJmUSMSjH3MOcH5foXbPOOo8nJ8uflFjJUKPHNVWvHUWsHu9aBWOIzRApX37Hs5Xy9Kf\n7ox+zNnT+b37mnzFFPbZj7iGAtcT0xbMF0e1o0cBzn0qWoXj8PFUiTh1kKN760RLkQhGP+YsgAu+\nzt8AUzBRgpg09c6oPq6tWfPwNjiwXbQKx2AwqAxSjlNZ4uKl9CRWIc35Jpzydb4pedKfRo2sN0e2\nB/CPKjHRKp1hUuDw+6JVOI4RYWfZvPq4aBkSjSDNuQtUxYvjPs5PPjlPb6dfsyvqTmps1twIx/eJ\nVuEYRveuY/0HB0TLkGgIp5rzsmXLGD16NIMGDeKtt94CoK6ujnvvvZf4+HgmTZrExYvOX1vujFaf\nFNoN3Y9h2ll4rlvnVSAuKuJs4a6On8Pa/fj0QKwwLdfjY4DK6xu0ni8UIaVndKJZ+wXzt4oWoDuK\niopISUmhX79+vPHGG90aw2nmXFNTw6xZs/j0008pKSlhwYIF1NTUMHfuXOLj49m3bx+xsbHMmzfP\nWZJuSr1vz4xpV6HtoX8m/NgmsEToucJ/ZXRcqu5Pm4a+WGVdgDPXf+O/UChCSs+4TrM+CuZLc7aV\nZ555hvnz57NmzRrefPNNzpyxfR/Bae++DRs2kJmZidlsxt/fn7Fjx7Jx40ZKS0uZPn06Xl5eTJs2\njbV0nmMAAAkLSURBVJKSEmdJuiln/ZyfkWhgAO0aMESz6sPf9munA0uQEbYvFq3C/siC+a5JTU0N\nAPn5+SQkJHD77bd3y9ec1n07Pz+fp556ikOHDuHt7c3nn3+Ol5cXZWVlJCdfrtmQnJxMaWlp5wP4\nZDpLKgB1vtEE9aALiTfnCcK2OtDnGEySwEp0Z/EmiWB8LiSS6iv+Q+IKyWdhTyhc/+c4WQvR2m1j\n2ClXNHt7qPhWHSIg0YQT34bd4uRJD6KjtRNBZImtdproBwVZ3pi/dEml4bo8tas9DWDgwIFs2rSJ\nCRMm2HR9p70q/Pz8eO211/jZz35GTU0NqampeHl5oarWresqA5z91arn11s8q8zGM/7S42v2lNJZ\nS0RLuIGb/SVObpnlNB32QpeaT84VLcHp1NRkWXWcv7+/Q67v1I/siRMnMnHiRAAeeOABxo8fz9at\nW6msrCQjI4PKykqysm68IdYauEQikdiDnnhOVlYWv/rVrzp+r6ioYPz48TaP49TvrtXV1QCsWbOG\nXbt2kZmZSU5ODgUFBTQ2NlJQUEBubq4zJUkkEoldCQq6XPO8qKiIqqoqvvrqK3JycmweR1GdOC3N\nz8+nurqagIAA3nzzTbKzs6mrq+Ohhx5i27ZtZGZmsnTpUod9TZBIJBJnsHbtWp544gkuXbrEz3/+\nc37+85/bPogqkLVr16rJyclqUlKSOmfOnBuer6ysVHNzc1UvLy/15ZdftulcR9ETzQkJCWpqaqqa\nnp6uZmVlOUuyRc1Lly5VhwwZog4ZMkSdOnWq+t1331l9rtb0avUef/rpp+qQIUPUtLQ09a677lJL\nS0utPleLmkXcZ2vvU2lpqWo0GtWPP/7Y5nO1hFBzTk9PV9euXatWVVWpAwYMUE+fPn3N89XV1WpZ\nWZn629/+9gajs3SuFjX37t1bPXv2rFN0Xo0lzRs2bFAvXLigqqqqLl68WH3ooYesPldrerV6jy9e\nvNjxc2FhoZqXl2f1uVrULOI+W3OfWltb1bFjx6oTJky4xpxF3eOeICxeyppYwPDwcIYNG4aHh4fN\n52pN8xVUJ29uWqN5+PDhHetkEyZMYO3atVafqyW9V9DiPfa7Km6+pqYGb29vq8/VmuYrOPM+W3uf\n3njjDe677z7Cw8NtPldrCDPnrmIBHX1uT+jpdRVFYdy4cUyaNIkVK1Y4QuIN2Kp5wYIFHRE1Iu5z\nT/SCtu/xJ598Qu/evZk2bRoLFy606VwtaF6wYEHH486+z9boPX78OMuXL2fGjBkdGq09V4toO/rd\nxSguLiY6OprKykomTpxIdnY2UYIa13bGmjVrWLp0KRs2bBAtxSo606vlezx58mQmT57MBx98wKRJ\nk9i2bZtoSRa5WvPkyZM7NGvxPj/77LP8+c9/RlEU1MtLtkL19BRhM+esrCz27NnT8XtFRYXVYXQ9\nObcn9PS60dGXm7ampKRwzz338I9//MPuGq/HWs07duzgiSeeYMWKFQQHB9t0rlb0grbv8RV++MMf\ncuLECRobGxk2bJguXstXawbn32dr9G7ZsoUHHniAPn368Le//Y0nn3ySFStWCPOLHiNywfvKIv2h\nQ4duukj/+9//vssNQUvn2pvuaq6vr1dra2tVVb28aThw4ED1yJEjmtB8+PBhNSkpSd20aZPN52pJ\nr5bv8f79+9X29nZVVVV15cqV6p133mn1uVrTLOo+23KfHn30UfVvf/tbt87VCkLNubCwUE1OTlb7\n9u2rvv7666qqquq8efPUefPmqaqqqidPnlRjY2PVwMBANTg4WI2Li1Pr6uq6PFfLmg8cOKCmpaWp\naWlp6rhx49S3335bM5qnT5+uhoSEqOnp6TeERom4z93Vq+V7PHv2bHXQoEFqenq6+thjj6k7d+68\n6bla1izqPlvSezXXm7Ooe9wTnJqEIpFIJBLr0E7pMYlEIpF0IM1ZIpFINIg0Z4lEItEg0pwlEolE\ng0hzljiccePG8eWXX17z2GuvvcaTTz7Z6fG9e/fm3LmbN8h94YUXrvl95MiRAFRVVZGamgrA5s2b\neeaZZ4DLVcI2btzYLf0SiQikOUscztSpU3n//feveeyDDz7gwQcf7PT4K2m3N+NPf/rTNb8XFxff\ncMywYcN4/fXXAfj22291k/kokYA0Z4kTmDJlCitXrqS1tRW4PLs9ceIELS0t3HXXXYwcOZK33nqr\n03MnT57M0KFDGTduHJ988gkA//Vf/0VjYyMZGRk8/PDDQOetggoLC5k4cSKHDx9m/vz5vPrqq2Rm\nZrJ+/XoSExM79NTW1pKYmEhbW5sj/vsSSbeQtTUkDickJITs7Gw+//xz7rnnHt5//33uu+8+/v3f\n/53Vq1cTGhrK+PHjGTlyJCkpKdecW1BQgNlspra2ljFjxjB58mT+/Oc/8+abb15Tm+Jms+2EhASe\neOIJAgICeO655wAYM2YMK1eu5N577+X9999nypQpGI2WG3pKJM5CzpwlTuHqpY0PPviAKVOmkJKS\nQlJSEmazmfvuu6/T6mbvv/8+t9xyCyNHjuTgwYPs3LmzW9dXryuE8/jjj7No0SIAFi9ezGOPPdat\ncSUSRyHNWeIU7rnnHr7++mu2bdtGQ0PDDTNdVVVveOzgwYPMnTuXjz76iJ07d9KnTx/Onz/fretf\nP/aIESOoqqqisLCQtrY2Bg4c2K1xJRJHIc1Z4hT8/f0ZO3Ysjz32GA8++CC5ubns2bOHAwcOcP78\neT755BPuueeea845ceIE4eHhhISEUFxcTHl5ecdz4eHhNDQ0WH39hIQETp8+fc1jjzzyCD/60Y+Y\nNm1az/5zEokDkOYscRpTp05l586dTJ06FUVRmD9/Pk8//TQTJkxg+vTpHQXRr8xyR40aRUJCAikp\nKbz22mvceuutHWM9/fTT5OXldWwIXj0z7uzn22+/nc2bN5ORkdER2fHggw9y/vx5pk6d6tj/uETS\nDWThI4nbsmzZMr799tuOriQSiZaQ0RoSt+Tpp5+muLiYzz77TLQUiaRT5MxZIpFINIhcc5ZIJBIN\nIs1ZIpFINIg0Z4lEItEg0pwlEolEg0hzlkgkEg3y/zdaOI+CUTAKRsEgBADPuDd0fWFHXgAAAABJ\nRU5ErkJggg==\n" | |
|
|
188 | } | |
|
|
189 | ], | |
|
|
190 | "collapsed": false, | |
|
|
191 | "prompt_number": 13, | |
|
|
192 | "input": "plt.contourf(sigma_mesh, strike_mesh, prices['acall'])\nplt.axis('tight')\nplt.colorbar()\nplt.title(\"Asian Call\")\nplt.xlabel(\"Volatility\")\nplt.ylabel(\"Strike Price\")" | |
|
|
193 | }, | |
|
|
194 | { | |
|
|
195 | "source": "Plot the value of the European put in (volatility, strike) space.", | |
|
|
196 | "cell_type": "markdown" | |
|
|
197 | }, | |
|
|
198 | { | |
|
|
199 | "cell_type": "code", | |
|
|
200 | "language": "python", | |
|
|
201 | "outputs": [ | |
|
|
202 | { | |
|
|
203 | "output_type": "pyout", | |
|
|
204 | "prompt_number": 14, | |
|
|
205 | "text": "<matplotlib.text.Text at 0x32ee190>" | |
|
|
206 | }, | |
|
|
207 | { | |
|
|
208 | "output_type": "display_data", | |
|
|
209 | "png": "iVBORw0KGgoAAAANSUhEUgAAAXEAAAEZCAYAAABhIBWTAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nhjghhLgxGuKEEOLGaIgTQogb+z9RrMAdh+sfRQAAAABJRU5ErkJggg==\n" | |
|
|
210 | } | |
|
|
211 | ], | |
|
|
212 | "collapsed": false, | |
|
|
213 | "prompt_number": 14, | |
|
|
214 | "input": "plt.contourf(sigma_mesh, strike_mesh, prices['eput'])\nplt.axis('tight')\nplt.colorbar()\nplt.title(\"European Put\")\nplt.xlabel(\"Volatility\")\nplt.ylabel(\"Strike Price\")" | |
|
|
215 | }, | |
|
|
216 | { | |
|
|
217 | "source": "Plot the value of the Asian put in (volatility, strike) space.", | |
|
|
218 | "cell_type": "markdown" | |
|
|
219 | }, | |
|
|
220 | { | |
|
|
221 | "cell_type": "code", | |
|
|
222 | "language": "python", | |
|
|
223 | "outputs": [ | |
|
|
224 | { | |
|
|
225 | "output_type": "pyout", | |
|
|
226 | "prompt_number": 15, | |
|
|
227 | "text": "<matplotlib.text.Text at 0x3487c50>" | |
|
|
228 | }, | |
|
|
229 | { | |
|
|
230 | "output_type": "display_data", | |
|
|
231 | "png": "iVBORw0KGgoAAAANSUhEUgAAAWcAAAEXCAYAAABxmoVMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nJIgXZ47jOAnixZnjOE6C/g98ZDDk0wdCzQAAAABJRU5ErkJggg==\n" | |
|
|
232 | } | |
|
|
233 | ], | |
|
|
234 | "collapsed": false, | |
|
|
235 | "prompt_number": 15, | |
|
|
236 | "input": "plt.contourf(sigma_mesh, strike_mesh, prices['aput'])\nplt.axis('tight')\nplt.colorbar()\nplt.title(\"Asian Put\")\nplt.xlabel(\"Volatility\")\nplt.ylabel(\"Strike Price\")\n" | |
|
|
237 | } | |
|
|
238 | ] | |
|
|
239 | } | |
|
|
240 | ] | |
|
|
241 | } No newline at end of file | |
| This diff has been collapsed as it changes many lines, (1496 lines changed) Show them Hide them | |||
| @@ -1,1270 +1,226 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 | <name>rmt</name> | |
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source># Eigenvalue distribution of Gaussian orthogonal random matrices</source> | |
|
|
10 | </markdowncell> | |
|
|
11 | <markdowncell> | |
|
|
12 | <source>The eigenvalues of random matrices obey certain statistical laws. Here we construct random matrices | |
|
|
13 | from the Gaussian Orthogonal Ensemble (GOE), find their eigenvalues and then investigate the nearest | |
|
|
14 | neighbor eigenvalue distribution $\rho(s)$.</source> | |
|
|
15 | </markdowncell> | |
|
|
16 | <codecell> | |
|
|
17 | <input>from rmtkernel import ensemble_diffs, normalize_diffs, GOE | |
|
|
18 | import numpy as np | |
|
|
19 | from IPython.parallel import Client</input> | |
|
|
20 | <language>python</language> | |
|
|
21 | <prompt_number>1</prompt_number> | |
|
|
22 | <collapsed>0</collapsed> | |
|
|
23 | <outputs /> | |
|
|
24 | </codecell> | |
|
|
25 | <markdowncell> | |
|
|
26 | <source>## Wigner's nearest neighbor eigenvalue distribution</source> | |
|
|
27 | </markdowncell> | |
|
|
28 | <markdowncell> | |
|
|
29 | <source>The Wigner distribution gives the theoretical result for the nearest neighbor eigenvalue distribution | |
|
|
30 | for the GOE: | |
|
|
31 | ||
|
|
32 | $$\rho(s) = \frac{\pi s}{2} \exp(-\pi s^2/4)$$</source> | |
|
|
33 | </markdowncell> | |
|
|
34 | <codecell> | |
|
|
35 | <input>def wigner_dist(s): | |
|
|
36 | """Returns (s, rho(s)) for the Wigner GOE distribution.""" | |
|
|
37 | return (np.pi*s/2.0) * np.exp(-np.pi*s**2/4.)</input> | |
|
|
38 | <language>python</language> | |
|
|
39 | <prompt_number>2</prompt_number> | |
|
|
40 | <collapsed>1</collapsed> | |
|
|
41 | <outputs /> | |
|
|
42 | </codecell> | |
|
|
43 | <codecell> | |
|
|
44 | <input>def generate_wigner_data(): | |
|
|
45 | s = np.linspace(0.0,4.0,400) | |
|
|
46 | rhos = wigner_dist(s) | |
|
|
47 | return s, rhos</input> | |
|
|
48 | <language>python</language> | |
|
|
49 | <prompt_number>3</prompt_number> | |
|
|
50 | <collapsed>1</collapsed> | |
|
|
51 | <outputs /> | |
|
|
52 | </codecell> | |
|
|
53 | <codecell> | |
|
|
54 | <input>s, rhos = generate_wigner_data()</input> | |
|
|
55 | <language>python</language> | |
|
|
56 | <prompt_number>4</prompt_number> | |
|
|
57 | <collapsed>0</collapsed> | |
|
|
58 |
|
|
|
|
59 | </codecell> | |
|
|
60 | <codecell> | |
|
|
61 | <input>plot(s, rhos) | |
|
|
62 | xlabel('Normalized level spacing s') | |
|
|
63 | ylabel('Probability $\rho(s)$')</input> | |
|
|
64 | <language>python</language> | |
|
|
65 | <prompt_number>17</prompt_number> | |
|
|
66 | <collapsed>0</collapsed> | |
|
|
67 | <outputs> | |
|
|
68 | <output> | |
|
|
69 | <output_type>pyout</output_type> | |
|
|
70 | <text>&lt;matplotlib.text.Text at 0x3828790&gt;</text> | |
|
|
71 | <prompt_number>17</prompt_number> | |
|
|
72 |
|
|
|
|
73 |
|
|
|
|
74 | <output_type>display_data</output_type> | |
|
|
75 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVl3QUFBRU1DQVlBQUFEWGlZR1NBQUFBQkhOQ1NWUUlD | |
|
|
76 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6dDNYbGNW | |
|
|
77 | UFgreC9IWHFMaW1tS0pwcVNCSkFTSXdLcUJwT3FVQ1NtWm1wZGF2ClRLM3dkaE8xckt4cmliYWJG | |
|
|
78 | cVpvWkxmRjFKdG1wVWxkRVV0RU14Q0ZjczhWbHpTdml1REM0aWpuOThlSkNRUmtCbWJtekF5ZjUr | |
|
|
79 | UEIKUTRZNW52UG05R2crbnUrcVV4UkZRUWdoaEtoQ0hhMERDQ0dFY0E1U01JUVFRcGhGQ29ZUVFn | |
|
|
80 | aXpTTUVRUWdoaEZpa1lRZ2doekNJRgpRd2doaEZrMEtSaXBxYW40K2ZuaDQrUEQzTGx6eTcxZlVG | |
|
|
81 | REFxRkdqME92MTlPM2JsMVdyVm1tUVVnZ2hSR2s2TGVaaDZQVjY1c3laCmc2ZW5KeEVSRVd6YXRB | |
|
|
82 | a1BEdy9UK3g5KytDSGJ0MjluL3Z6NUhEbHloTHZ2dnBzREJ3NmcwK25zSFZVSUljUmY3UDZFa1pl | |
|
|
83 | WEIwQ2YKUG4zdzlQUWtQRHljOVBUME1zZTR1N3R6NGNJRmpFWWpPVGs1Tkc3Y1dJcUZFRUpvek80 | |
|
|
84 | Rkl5TWpBMTlmWDlOcmYzOS8wdExTeWh3egpjdVJJcmw2OWlvZUhCNzE3OTJiSmtpWDJqaW1FRU9J | |
|
|
85 | YTliUU9VSkY1OCtaUnIxNDlUcDQ4eVk0ZE80aUtpdUxJa1NQVXFWTzJ2c2xUCmh4QkNWRTkxZWlQ | |
|
|
86 | cy9vUVJFaExDM3IxN1RhOTM3ZHBGang0OXloeVRtcHJLSTQ4OFF1UEdqUWtMQytQbW0yOW0zNzU5 | |
|
|
87 | Rlo1UFVSU0gKLzVvMmJacm1HU1NuWkpTY2tyUGtxN3JzWGpEYzNkMEJ0U2hrWjJlVG5KeE1XRmhZ | |
|
|
88 | bVdQNjlldkg2dFdyS1M0dTV0Q2hRK1RrNUpScAp4aEpDQ0dGL21qUkp4Y1hGRVIwZGpkRm9KQ1lt | |
|
|
89 | Qmc4UER4SVNFZ0NJam81bXhJZ1I3TjY5bSs3ZHU5T3FWU3ZtekptalJVd2hoQkNsCmFGSXcrdmJ0 | |
|
|
90 | eTU0OWU4cjhMRG82MnZTOXU3dTdTeFVKZzhHZ2RRU3pTRTdyY1lhTUlEbXR6Vmx5VnBjbTh6Q3NS | |
|
|
91 | YWZUMWFnOVRnZ2gKYXFQcWZuYkswaUJDQ0NITUlnVkRDQ0dFV2FSZ0NDR0VNSXNVRENHRUVHWnh5 | |
|
|
92 | Sm5lNHZxS2lpQTlIZGF2aDh4TXVId1ppb3VoUXdlNAo0dzdvMnhlOHZiVk9LWVJ3TlRKS3lva1VG | |
|
|
93 | RUJDQXN5Y0NiZmNBbmZkQldGaDBMZ3g2SFJ3NEFEOC9EUDg5QlBvOVRCNU12VHJwNzRuCmhCQWxx | |
|
|
94 | dnZaS1FYRFNheGJCNk5HUVdnb1RKc0d3Y0dWSDF0VUJFdVd3T3paY1BQTjhPbW4wSzZkL2JJS0lS | |
|
|
95 | eWJES3QxVVlvQzc3MEgKano0S2l4ZkR0OTlldjFnQU5HZ0FZOGJBYjcrcHpWUGR1c0h5NWZiSks0 | |
|
|
96 | UndYZktFNGNBS0N1REpKMkgzYnJWUWVIcFc3enhidHNELwovUi8wN3EwMmFibTVXVGVuRU1LNXlC | |
|
|
97 | T0dpekVhNGI3NzFEODNiYXArc1FDMUdTc3JDLzczUDNqb0liWEpTZ2doTENVRnd3RXBDano5Ck5O | |
|
|
98 | U3JwL1pGTkc1YzgzTTJhUUxmZkFOMTZxaUZxS0NnNXVjVVF0UXVVakFjME15WnNIVXJmUG1sV2pT | |
|
|
99 | c3BYNTlXTFlNYnJ3Ujdya0gKOHZPdGQyNGhoT3VUUGd3SDg5Vlg4Tnh6OE1zdjZ0QlpXN2g2RlI1 | |
|
|
100 | NUJPcldWVHZTWmRpdEVMV0xES3QxQVljT3FmTXFrcE9ySGdsVgpVL241Y09lZE1IS2tPbDlEQ0ZG | |
|
|
101 | N1NNRndjb3FpVHJJYk5NaCtIK0JIajZvRjZyUFBJQ0xDUHRjVVFtaFBSa2s1dVlVTDRkSWxtRFRK | |
|
|
102 | CmZ0ZnMwRUdkbi9IWVkrb3NjU0dFdUI1NXduQUFSNCtxayt0U1VxQnpaL3RmZjhFQ21EY1AwdEtn | |
|
|
103 | YVZQN1gxOElZVi9TSk9Xa0ZFVnQKaHVyZEcvNzFMKzB5UFBHRTJ2bjk4Y2ZhWkJCQzJJOVROVW1s | |
|
|
104 | cHFiaTUrZUhqNDhQYytmT0xmZityRm16ME92MTZQVjZ1blRwUXIxNgo5Y2pOemRVZ3FlMTkvVFdj | |
|
|
105 | T0FFdnZLQmRCcDBPNHVMZ3h4OWh6UnJ0Y2dnaEhKc21UeGg2dlo0NWMrYmc2ZWxKUkVRRW16WnR3 | |
|
|
106 | c1BECm84SmpFeE1UaVl1TFk5MjZkZVhlYy9ZbmpDdFgxQ2FvdVhNaFBGenJOR3JCR0QwYWR1d0Fk | |
|
|
107 | M2V0MHdnaGJNVnBuakR5OHZJQTZOT24KRDU2ZW5vU0hoNU9lbmw3cDhVdVhMbVhreUpIMmltZFhu | |
|
|
108 | MzJtenJVWU1FRHJKQ3A3ajlJU1FqZ1h1eGVNakl3TWZIMTlUYS85L2YxSgpTMHVyOE5qOC9IeVNr | |
|
|
109 | cElZTm15WXZlTFpUVUVCVEo4T2I3M2xXQlBuWnM1VTU0R3NYYXQxRWlHRW8zSG9IZmRXcjE1Tjc5 | |
|
|
110 | NjlhZDY4CmVhWEh4TWJHbXI0M0dBd1lEQWJiQjdPQytIZ0lDVkhuUVRpU1pzM1VJYjVQUEFIYnQw | |
|
|
111 | dlRsQkN1SUNVbGhaU1VsQnFmeCs1OUdIbDUKZVJnTUJyS3lzZ0FZUDM0OGtaR1JSRVZGbFR0MjZO | |
|
|
112 | Q2hEQjgrbkJFalJsUjRMbWZ0dzhqTmhkdHVVNGZSK3Z0cm5hWmlUejJsTG9NZQpINjkxRWlHRXRU | |
|
|
113 | bE5INGI3WC85a1RVMU5KVHM3bStUa1pNSXErR2QyWGw0ZXFhbXBEQmt5eE40UmJlNzk5eUVxeW5H | |
|
|
114 | TEJjRGJiNnZyCld1M2NxWFVTSVlTajBLUkpLaTR1anVqb2FJeEdJekV4TVhoNGVKQ1FrQUJBZEhR | |
|
|
115 | MEFDdFhyaVFpSW9KR2pScHBFZEZtQ2dyVWlYS2IKTm1tZDVQcGF0SUJYWGxGbm5xOWQ2MWo5TEVJ | |
|
|
116 | SWJjakVQVHY3K0dOWXVSSVNFN1ZPVWpXakVRSUQ0ZDEzMWVYUWhSQ3V3V21hcEdvegpSWUU1YzJE | |
|
|
117 | aVJLMlRtTWZOVGQxUC9Mbm40UEpscmRNSUliUW1CY09PZnZycDcxVnBuY1hBZ2VEdERmUG5hNTFF | |
|
|
118 | Q0tFMWFaS3lvOEdECjRkNTc0Y2tudFU1aW1kMjdvVzlmMkxNSEtwbVFMNFJ3SXJMNG9JUGJ2eDk2 | |
|
|
119 | OVlJalI4QVorL0hIajFlZmp1Yk4wenFKRUtLbXBHQTQKdUpnWWRlbndOOTdRT2tuMW5EMEx2cjdh | |
|
|
120 | TGNFdWhMQWVLUmdPTERkWDdRZllzY04yKzNUYlE4bUt0cXRYYTUxRUNGRVRNa3JLZ1gzeQppZHA1 | |
|
|
121 | N016RkFtRGNPTWpLZ293TXJaTUlJYlFnVHhnMnBpanFNaUJmZkFFOWVtaWRwdWJpNCtHSEgrRDc3 | |
|
|
122 | N1ZPSW9Tb0xubkNjRkJwCmFWQ3ZudU10TWxoZEpZc1NYbWRGZWlHRWk1S0NZV05mZkFHUFB1bzZT | |
|
|
123 | MnMwYUFBdnZ3eWxGZ2tXUXRRUzBpUmxRMFZGYXI5RlppWjAKNktCMUd1c3BLbEtiMlpZdGM0MW1O | |
|
|
124 | aUZxRzJtU2NrRGZmdzlkdXJoV3NRQjV5aENpdHBLQ1lVT0xGc0ZqajJtZHdqWkdqMVpuZnYveQpp | |
|
|
125 | OVpKaEJEMklrMVNObkxtREhUcUJFZVBxcnZZdWFLUFBvSVZLMlE3VnlHY2pUUkpPWmhseTJEUUlO | |
|
|
126 | Y3RGZ0NQUDY0dWVmTHp6MW9uCkVVTFlneFFNRzNIbDVxZ1M5ZXZEdi80RjA2WnBuVVFJWVE5U01H | |
|
|
127 | emc5OS9WcHFqKy9iVk9ZbnVqUnNHaFE3QnhvOVpKaEJDMkpnWEQKQnI3NEFoNStXSjJ3NStyYzNP | |
|
|
128 | Q2xsK0N0dDdST0lvU3dOZW4wdGpKRmdZNGQxVzFZZzRPMVRtTWZoWVhxNzV5Y0RBRUJXcWNSUWxU | |
|
|
129 | RgpxVHE5VTFOVDhmUHp3OGZIaDdsejUxWjRURVpHQmlFaElmajUrV0V3R093YnNBWXlNOVY1Q2tG | |
|
|
130 | QldpZXhuNFlONFpsbllOWXNyWk1JCklXeEpreWNNdlY3UG5EbHo4UFQwSkNJaWdrMmJOdUZSYWlz | |
|
|
131 | M1JWRUlEQXprL2ZmZnAzLy8vcHc1YzZiTSt5VWM4UW5qbFZmVS9hL2YKZVVmckpQYVZrNk1PSTNi | |
|
|
132 | MkpkeUZxQTJjNWdrakx5OFBnRDU5K3VEcDZVbDRlRGpwMTZ4a3QzWHJWZ0lEQStuL1Y2OXhSY1hD | |
|
|
133 | VWExYwpDZmZkcDNVSysydlJRbDB6YTg0Y3JaTUlJV3pGN3QyeUdSa1orUHI2bWw3NysvdVRscFpH | |
|
|
134 | VkZTVTZXZEpTVW5vZERydXZQTk9tamR2CnpqUFBQRU5FUkVTRjU0c3R0VDZGd1dEUXRQbnF3QUYx | |
|
|
135 | d3A2cnJFeHJxVW1Ub0ZzM21EclZ0ZWVmQ09Gc1VsSlNTRWxKcWZGNUhISWMKVDJGaEliLysraXZy | |
|
|
136 | MXEwalB6K2ZBUU1Hc0hQblRocFZzQmwyckFNdGFMUnFGUXdlREhWcTZkZ3pMeThJRDFkbmdFK2Vy | |
|
|
137 | SFVhSVVTSgphLzh4UFgzNjlHcWR4KzRmYlNFaEllemR1OWYwZXRldVhmUzRac25UbmoxN01uRGdR | |
|
|
138 | TnEwYVlPM3R6ZmR1M2NuTlRYVjNsRXRWbHViCm8wcDcvbm0xV2VyeVphMlRDQ0dzemU0Rnc5M2RI | |
|
|
139 | VkJIU21Wblo1T2NuRXpZTlcwNFBYcjBZTU9HRGVUbjU1T1RrME5XVmhhOWV2V3kKZDFTTC9POS9h | |
|
|
140 | b2Z2M1hkcm5VUmJYYnVxUzU5LythWFdTWVFRMXFaSmsxUmNYQnpSMGRFWWpVWmlZbUx3OFBBZ0lT | |
|
|
141 | RUJnT2pvYUZxMgpiTW5vMGFQcDNyMDdyVnExWXNhTUdkeHd3dzFhUkRYYjZ0VnFjMHpEaGxvbjBk | |
|
|
142 | N3p6OE1MTDdqV3hsRkNDSm00WnpXREI4UElrZW9NCjc5cE9VZFI1S0ROblFtU2sxbW1FRU5lcTdt | |
|
|
143 | ZW5GQXdydUhnUmJyNVpYVCtxZVhPdDB6aUdSWXZnODgvaHh4KzFUaUtFdUpiVHpNTncKUld2WHFs | |
|
|
144 | dVZTckg0MjRnUnNHK2ZPdk5kQ09FYXBHQllnWXlPS3E5K2ZaZ3dBZDU5Vitza1FnaHJrU2FwR2pJ | |
|
|
145 | YW9VMGIrTzAzYU5kTwoweWdPNS94NWRWSENiZHZVT1JwQ0NNY2dUVklhMmJnUmJyMVZpa1ZGbWpX | |
|
|
146 | RHNXUGgvZmUxVGlLRXNBWXBHRFVrelZIWE4yR0N1ajlJClRvN1dTWVFRTlNVRm93WVVSUzBZUTRa | |
|
|
147 | b25jUngzWEtMT3VSNDRVS3Rrd2doYWtvS1JnM3MyYU91RytYdnIzVVN4elpwRXN5ZEs4dUYKQ09I | |
|
|
148 | c3BHRFVRSEl5REJnZ3M1bXJFaHlzTGhmeTFWZGFKeEZDMUlRVWpCb29LUmlpYXM4K0MrKzlwemJq | |
|
|
149 | Q1NHY2t4U01hcnA4R1ZKVApaYkZCY3cwYXBNNklkNEpGaDRVUWxaQ0NVVTFwYWVEakEwNjBHYUNt | |
|
|
150 | NnRSUit6TGVlMC9ySkVLSTZwS0NVVTNyMWtsemxLVWVld3cyCmI0YjkrN1ZPSW9Tb0Rvc0x4b1VM | |
|
|
151 | RjlpMWF4Y3BLU244OXR0dkZCUVUyQ0tYdzVQK0M4czFiZ3pSMGJMdnR4RE95dXlsUVZhc1dNSHUK | |
|
|
152 | M2JzNWNlSUVYbDVldEduVGh1UEhqM1AwNkZHYU5XdkdnQUVES3QxMzIxYTBXaG9rTnhmYXQ0ZlRw | |
|
|
153 | MlgvQzB1ZFBBbWRPNnY3bjdkbwpvWFVhSVdvbm15MXZmdm55WlQ3NTVCT0NnNFBMYmFWYVdtSmlJ | |
|
|
154 | c2VQSDJmY3VIRVdoNmd1clFyR3Q5L0NoeDlDVXBMZEwrMFNSbzBDClB6K1lNa1hySkVMVVRnNnhI | |
|
|
155 | NGFpS09qc09DbEJxNEx4OU5QZzdRMlRKOXY5MGk3aDExOGhLZ29PSDFaWHRSVkMySmZkRmgrOGNP | |
|
|
156 | RUMKZS9mdUJkU25qMnREMUFiU2YxRXp3Y0hnNnd2TGwydWRSQWhoQ1lzTHhyZmZmc3Zldlh2cDBh | |
|
|
157 | TUhFeVpNWU9YS2xSWmZORFUxRlQ4LwpQM3g4ZkpnN2QyNjU5MU5TVW5CM2QwZXYxNlBYNjNuOTlk | |
|
|
158 | Y3R2b2F0WkdkRFhoNTA2YUoxRXVjbUUvbUVjRDRXRjR5aW9pTGMzTnhvCjFxd1pDeFlzNElZYmJy | |
|
|
159 | RDRvaE1tVENBaElZRjE2OVlSSHgvUG1UTm55aDNUdDI5ZnNyS3l5TXJLWXVyVXFSWmZ3MWJXcllQ | |
|
|
160 | Ky9kVjUKQmFMNkJnNkUvSHpZc0VIckpFSUljMVg1c1ZkVVZNUzVjK2RNcnlNaUl0aTVjeWZ4OGZI | |
|
|
161 | TW1qV0xyS3dzMDN0SGpoeXA4b0o1ZVhrQQo5T25UQjA5UFQ4TER3MGxQVHk5M25OWWJJMVZHbXFP | |
|
|
162 | c1F5YnlDZUY4cWl3WURSbzBZTU9HRGF4WXNRS2owVWlIRGgxNDhjVVg4Zkh4Cm9WKy9mb3dkTzVi | |
|
|
163 | YzNGeGlZMlBadFd0WGxSZk15TWpBMTlmWDlOcmYzNSswdExReXgraDBPalp2M2t4d2NERFBQdnNz | |
|
|
164 | Qnc4ZXJNYXYKWm4zRnhmRGpqMUl3ck9YUlI5VVo4L3YyYVoxRUNHR09ldVljZE45OTkzSGt5Qkhl | |
|
|
165 | ZnZ0dHpwNDlTMkZoSVVhamtYUG56dEd3WVVQOAovZjE1NXBsbjhMRFNPaGxkdTNibDJMRmp1TG01 | |
|
|
166 | OGZubm56Tmh3Z1FTRXhNclBEWTJOdGIwdmNGZ3dHQXdXQ1ZEUmJLeW9GVXIyVjNQCldrcFA1SXVQ | |
|
|
167 | MXpxTkVLNHJKU1dGbEpTVUdwK24yc05xaTR1THFWT05odnk4dkR3TUJvT3BLV3Y4K1BGRVJrWVNG | |
|
|
168 | UlZWNGZHS290Q20KVFJ1T0hqMUtnd1lOeXJ4bjcyRzFiNzhOSjA3QUJ4L1k3Wkl1NytSSmRUK1Jn | |
|
|
169 | d2RsSXA4UTltSzNZYlY1ZVhuOCs5Ly9adVhLbGVUbgo1MXQ4UVhkM2QwQWRLWldkblUxeWNqSmhZ | |
|
|
170 | V0ZsampsMTZwVHBsMW05ZWpXQmdZSGxpb1VXWlAwbzYydmJWdDJ4TUNGQjZ5UkNpS3BZClhERGVl | |
|
|
171 | dXN0R2pWcXhPKy8vODZERHo1b1ZyL0Z0ZUxpNG9pT2pxWi8vLzQ4L2ZUVGVIaDRrSkNRUU1KZm54 | |
|
|
172 | b3JWcXlnUzVjdUJBY0gKczJMRkNtYlBubTN4TmF5dG9BRFMwNkZ2WDYyVHVKNUprMkRlUE5tUlR3 | |
|
|
173 | aEhaM0dUMUpJbFMzamtrVWNBdFZscTNyeDV4TVRFMkNSYwpWZXpaSkxWMkxjeVlBWnMyMmVWeXRV | |
|
|
174 | Ny8vdXFTSVk4K3FuVVNJVnlmM1pxazZ0YXR5MnV2dmNheFk4Y0FxRmZQckg1enB5ZkRhVzFMCkp2 | |
|
|
175 | SUo0ZmdzTGhnalJvd2dORFNVRjE5OGtZRURCOUt4WTBkYjVISTQwbjloVzVHUlVGZ0lWaGpJSVlT | |
|
|
176 | d0Vhc3VQbWh2OW1xU0tsbk8KUENjSDNOeHNmcmxhNjZPUElERVJ2dnRPNnlSQ3VEYTdOVWxkdkhp | |
|
|
177 | UkF3Y09VRnhjek1hTkcxbS9mcjNGRjNVMm16ZERhS2dVQzF1VAppWHhDT0RhTE95QmVmLzExR2pk | |
|
|
178 | dXpPN2R1d0h3OFBEZ3JydnVzbm93UjdKeEkvVHVyWFVLMTllb2tUcVJMeTRPNXMvWE9vMFE0bHBt | |
|
|
179 | Ck5Vbjk1ei8vSVRRMGxGdHZ2WldNakF4Q1FrSUE5V21qVHAwNk5HN2MyT1pCSzJLdkpxbmV2U0Uy | |
|
|
180 | VmgzSkkyenJ6ei9WelpVT0hJQ1cKTGJWT0k0UnJzdWtHU2dNSERzVGIyNXZmZi8rZG5Kd2NRa0pD | |
|
|
181 | R0Rac0dEMTc5cVJwMDZiVkNtd045aWdZaFlYZzRhRitrRlZqWVY1UgpEYU5IZzQ4UHZQeXkxa21F | |
|
|
182 | Y0UwMkxSaVhMbDJpU1pNbUFPVG41N04xNjFhMmJObENSa1lHRFJvMFlOR2lSWlludGdKN0ZJeU5H | |
|
|
183 | K0c1CjUyRExGcHRlUnBTeWZiczZhdXJ3WVhDQUNmNUN1QnlIMktMVjN1eFJNTjU4RTg2Y2tXVzQ3 | |
|
|
184 | VzNBQUxVVC9MSEh0RTRpaE91eDJ5aXAKMm1ialJyanpUcTFUMUQ0eWtVOEl4eU1GNHpxdVhvVmZm | |
|
|
185 | cEVSVWxxSWlGRFhscEtKZkVJNERvc0t4aDkvL0dHckhBNXArM1oxTmRWVwpyYlJPVXZ2SWpueENP | |
|
|
186 | QjZMQ3NhQUFRTVlPSEFneTVjdngyZzAyaXFUdzlpMFNacWp0UFIvLzZldUVQejc3MW9uRVVLQWhR | |
|
|
187 | Vmo5KzdkCnZQTEtLNnhkdXhZZkh4L0dqeDlQWm1hbXJiSnBUaWJzYWF0Ukl4ZzNUcDNJSjRUUVhy | |
|
|
188 | VkhTYTFaczRZeFk4Wnc5ZXBWT25YcXhPeloKcytuUm80ZTE4MTJYTFVkSktRcmNmTE82TEVndFdW | |
|
|
189 | L1JJWlZNNU51L1g1MFBJNFNvT2J1TWtqcCsvRGh2dlBFR0FRRUJmUExKSjN6MgoyV2VjUEhtUytm | |
|
|
190 | UG5NMmJNR0lzdjdzZ09Ib1M2ZGNITFMrc2t0VnViTmpCMHFPeklKNFFqc0toZ0RCdzRrRWFOR3BH | |
|
|
191 | U2tzTHk1Y3NKCkR3K25UcDA2QkFVRk1XN2NPRnRsMUVUSmNGcWRUdXNrWXRJa2lJK0hvaUt0a3do | |
|
|
192 | UnUxblVKTFZseXhaQ1EwT3IvSm05MkxKSmF1eFkKNk5vVi92bFBtNXhlV0NnOFhPMEVsNGw4UXRT | |
|
|
193 | Y1hacWtLbnFLaUk2T3R2aWl6a0FtN0RrV21jZ25oUGJNS2hnWkdSbkV4OGR6K3ZScAo1cytmVDN4 | |
|
|
194 | OFBQSHg4Y1RHeG5MampUZGFmTkhVMUZUOC9Qenc4ZkZoN3R5NTE3MXV2WHIxK09hYmJ5eStSazM4 | |
|
|
195 | K1NlY1BnMEJBWGE5CnJMaU9pQWd3R3FFV2JMOGloTU15cTJEazVlVng3Tmd4akVZang0NGQ0L2p4 | |
|
|
196 | NHh3L2ZwdzJiZHJ3NmFlZlduelJDUk1ta0pDUXdMcDEKNjRpUGorZk1tVFBsanJsNjlTb3Z2dmdp | |
|
|
197 | a1pHUmRsbkN2TFJObTZCWEwzWHltSEFNT2gxTW5DZ1QrWVRRa2tWOUdQdjI3ZU8yMjI2cgowUVh6 | |
|
|
198 | OHZJd0dBeGtaV1VCRUJNVFEwUkVCRkZSVVdXT2k0dUxvMzc5K21Sa1pIRFBQZmN3Yk5pdzh1RnQx | |
|
|
199 | SWN4Y2FJNk9tZktGS3VmCld0UkFRWUU2YW0zREJ2RDExVHFORU03THBuMFlKUi9tNGVIaGRPellz | |
|
|
200 | Y3lYdDdlM1JSZk15TWpBdDlULzdmNysvcVNscFpVNTVvOC8KL21EVnFsWDg0eC8vQU5SZnpwNmsv | |
|
|
201 | OEl4eVVRK0liUmwxaGF0UzVZc0FXRHIxcTAyRFZOaTRzU0p2UDMyMjZZcWVMMUtHQnNiYS9yZQpZ | |
|
|
202 | REJnTUJocWRPM3o1OVdsS0xwM3I5RnBoSTA4L2JUNmRQSDY2ektSVHdoenBhU2trR0tGbFR6dHZo | |
|
|
203 | L0d0VTFTNDhlUEp6SXlza3lUCmxMZTN0NmxJbkRsemhzYU5HN053NFVMdXZmZmVNdWV5UlpOVVVw | |
|
|
204 | SzZCOGFHRFZZOXJiQ2lzV1BWMmZkVHAycWRSQWpuWk5NTmxFNmQKT2xWaHM1Q2lLT2gwT2xxM2Jt | |
|
|
205 | M1JSZlY2UFhQbXpLRkRodzVFUmtheWFkTW1QQ3I1NStMbzBhTVpQSGd3OTk5L2YvbndOaWdZVTZl | |
|
|
206 | cQpRemZmZU1PcXB4Vld0SE9uT2k5RGR1UVRvbnFxKzlscFZwTlU3NzlXNEx1MmFKUVVqSDM3OWxs | |
|
|
207 | MDBiaTRPS0tqb3pFYWpjVEV4T0RoCjRVSENYMnMvYUQydjQrZWY0WVVYTkkwZ3FoQVFBRjI2d0pk | |
|
|
208 | ZndxaFJXcWNSb3ZZdzZ3a2pLaXFLNzcvL0hpOHZyM0tWU2FmVGNmancKWVp1R3JJeTFuekN1WG9Y | |
|
|
209 | bXplSElFV2pSd21xbkZUYVFsS1FXOWw5L2xlVmJoTENVVFp1azh2THljSGQzcjNDK2hFNm5vMlhM | |
|
|
210 | bGhaZgoyQnFzWFRCMjdJQmh3OERDQnlhaEFVVlJuelErK0FENjlkTTZqUkRPeGFaTlV1N3U3Z0NW | |
|
|
211 | OWpPNGl2UjBDQXZUT29Vd2gwNzM5NDU4ClVqQ0VzQStMNXpLZk9YT0dKVXVXc0hUcFVzNmVQV3VM | |
|
|
212 | VEpxUmd1RmNIbmtFdG02RlBYdTBUaUpFN1dCUndWaXlaQWs5ZS9ia2wxOSsKWWZQbXpmVHMyZE0w | |
|
|
213 | UjhNVmJOa2lCY09aTkdvRS8vaUhUT1FUd2w0c21vY1JIQnpNbWpWcmFOT21EYUFPdDQySWlPRFhY | |
|
|
214 | MysxV2NEcgpzV1lmeHNXTGNOTk5jTzRjMUs5dmxWTUtPemgxU3AzSUp6dnlDV0UrdXl4djNxSkZD | |
|
|
215 | d29LQ2t5dkN3b0thT0VpdzRtMmJWT0hha3F4CmNDNDMzYVFPVlBqd1E2MlRDT0g2ek9yMEhqOStQ | |
|
|
216 | QUN0V3JXaVc3ZHUzSG5ublNpS3dxWk5teGd3WUlCTkE5cUw5Rjg0cjBtVG9IOS8KZVA1NW1jZ25o | |
|
|
217 | QzJaVlRDNmRldG1tclEzY09CQTA4L3Z2LzkrdXk4TWFDdGJ0a0FGazhtRkUramNHWUtDNEQvL2dj | |
|
|
218 | Y2YxenFORUs3TAo3bXRKV1pNMSt6RGF0NGVVRkxqMVZxdWNUdGhaVXBMNmhQSGJiektSVDRpcTJI | |
|
|
219 | VGlYb21DZ2dMV3JsMUxVbElTNTg2ZE16MWRMRjI2CjFPSUxXNE8xQ3NhSkV4QVlxTzZ5Sng4Mnpx | |
|
|
220 | bGtJdCtjT1dyemxCQ2ljbmJwOUo0NmRTb2JOMjRrS1NrSmc4SEE4ZVBIOGZMeXN2aWkKamlZOUhV | |
|
|
221 | SkRwVmc0TTUzdTczMi9oUkMyWWRFVFJ0ZXVYY25NektSejU4N3MycldMdkx3OCt2ZnZUMFpHaGkw | |
|
|
222 | elZzcGFUeGhUcHFoagorcWROczBJb29abkNRblZIdnA5K0FuOS9yZE1JNGJqczhvVGg1dVlHUVBm | |
|
|
223 | dTNVbE1UT1RVcVZNVUZoWmFmRkZISXhQMlhFUERoaktSClR3aGJzdWdKWTlHaVJRd2VQSmdqUjQ0 | |
|
|
224 | d1pjb1UvdmpqRDJiTW1NSFFvVU50bWJGUzFuakN1SG9WYnJ3UnNyTmxoVnBYOEwvL3dlMjMKcXd0 | |
|
|
225 | SXRtcWxkUm9oSEpOZE9yMUJYVXNxS1NrSmdJaUlDRTBYSkxSR3dkaTVVeDFPS3l2VXVvNG5uNFFP | |
|
|
226 | SGVDVlY3Uk9Jb1Jqc2t1VApWT20xcE5MUzByampqanVjZmkycGtnNXY0VG9tVG9UNTg5VStEU0dF | |
|
|
227 | OWRUNnRhU2lvOVhobUg5TlpoY3VZdUJBZU9naEdEMWE2eVJDCk9CNVpTNnFhWkVrUTExU3lWNGJ6 | |
|
|
228 | VGtzVnd2RlVheTJwa2oyK25YMHRxVXVYMUZWT2c0SzBUaUtzYmNBQXRWaXNXNmQrTDRTb3VXcXQK | |
|
|
229 | SlZYeWZYWFhra3BOVFNVNk9wb3JWNjRRRXhOaktrZ2xWcTFheGF1dnZvcE9wK09XVzI0aE5qYVdr | |
|
|
230 | SkFRaTY5VGxXM2IxT1lvV2JETwo5WlNleUNjRlF3anJxTlphVXR1MmJVT24wOUcxYTlkcVhWU3Yx | |
|
|
231 | ek5uemh3OFBUMkppSWhnMDZaTlpVWmJYYnAwaVNaTm1nQ3dZY01HClhubmxGVkpUVTh1SHIyRWZ4 | |
|
|
232 | cXhaY1BTb3VpKzBjRDB5a1UrSWl0bWxEeU0xTlpYYmJydU5sMTkrbVpkZWVvbmJicnVOalJzM1du | |
|
|
233 | VEIKdkx3OEFQcjA2WU9ucHlmaDRlR2twNmVYT2Fha1dKUWMzN0JoUTR1dVlTN3B2M0J0RFJ2QzAw | |
|
|
234 | L0xSRDRock1XaWdqRno1a3krKys0NwprcEtTU0VwS1l2WHExYnp6empzV1hUQWpJd05mWDEvVGEz | |
|
|
235 | OS9mOUxTMHNvZDkrMjMzK0xsNWNXWU1XTll1SENoUmRjd2x4UU0xL2VQCmY4RFhYNnRQa2tLSW1q | |
|
|
236 | R3JENk5FVGs0T045OThzK2wxMjdadHljbkpzWG9vZ0tGRGh6SjA2RkNXTFZ2R2ZmZmRSMVpXVm9Y | |
|
|
237 | SHhjYkcKbXI0M0dBd1lEQWF6em4veXBOcnBMY3VadTdaV3JkU2gwNis5QmpiNmQ0Y1FEaThsSllX | |
|
|
238 | VWxKUWFuOGVpUG93RkN4YXdkT2xTSG56dwpRUlJGNFp0dnZtSGt5SkdNR3pmTzdBdm01ZVZoTUJo | |
|
|
239 | TUJXRDgrUEZFUmtZU0ZSVlY2ZCs1NmFhYnlNN09wbEdqUm1YRDE2QVBZOVVxCmRWdlAvLzYzV245 | |
|
|
240 | ZE9KRno1K0MyMjJEelp2RHgwVHFORU5xemVSK0dvaWdNR1RLRU9YUG1rSnVieS9uejU0bUxpN09v | |
|
|
241 | V0FDNHU3c0QKYW45SWRuWTJ5Y25KaEYzVExuVHc0RUhUTC9QRER6L1FyVnUzY3NXaXBxUTVxdmE0 | |
|
|
242 | OFVaMTlyZXNSaXhFelZqVUpCVWVIczdPblR1cgpQVHFxUkZ4Y0hOSFIwUmlOUm1KaVl2RHc4Q0Fo | |
|
|
243 | SVFHQTZPaG92djc2YXhZdFdvU2JteHQ2dlo2Wk0yZlc2SG9WU1UrSHlaT3RmbHJoCm9DWk1nRTZk | |
|
|
244 | WVB0MmRiTXNJWVRsTEdxU0dqdDJMUGZmZi85MW00L3NxYnFQVlZldnFpdlRIam9FTFZ2YUlKaHdT | |
|
|
245 | SEZ4c0g2OTJod3AKUkcxbWw5VnFBd0lDMkwxN042MWJ0Nlp0MjdhbUMyZG1abHA4WVd1bzdpKzll | |
|
|
246 | emNNR2FMTzhoYTFSMkdoMnBleGZEbjA2S0YxR2lHMApVOTNQVG91YXBGYXRXbVdWSGU2MEppdlUx | |
|
|
247 | azRORzhLcnI4Sy8vZ1UvL3FoMUdpR2NqMW1kM2thamtjVEVSQll1WE1peFk4Znc5dmFtClU2ZE9w | |
|
|
248 | aTluSXgzZXRkZW9VZXFjRENrWVFsak9ySUx4OHNzdnMyREJBbHExYXNXTUdUT0ljL0twczFJd2Fp | |
|
|
249 | ODNONWd4UTMzS2NJR0gKWlNIc3lxdytqRzdkdXBHV2xvYWJteHU1dWJrTUdUS0VEUnMyMkNQZmRW | |
|
|
250 | V25IUzQvWDUzTWxaTWppdzdXVnNYRkVCd01yNzhPOTk2cgpkUm9oN00rbTh6Q0tpNHR4YzNNRG9I | |
|
|
251 | bno1cHcvZjk3aUN6bUt6RXpvM0ZtS1JXMVdwNDVhTEtaT1ZZdUhFTUk4WmhXTTdkdTMwN1JwClU5 | |
|
|
252 | UFhqaDA3VE44M2E5Yk0xaG10YXRzMnNNRks2Y0xKREI0TWpSdkRzbVZhSnhIQ2VaZzFTdXJxMWF1 | |
|
|
253 | MnptRTNtWm5RcDQvV0tZVFcKZERwNDR3MFlOdzRlZUVEdDJ4QkNYSjlGcTlXNmdzeE1xT0ZFZGVF | |
|
|
254 | aSt2V0REaDNnazArMFRpS0VjNmpXQmtxT3d0S09tL3g4OFBDQQozRnlvWDkrR3dZVFR5TXlFUVlO | |
|
|
255 | ZzcxNW8zbHpyTkVMWWgxMDJVSEoyTzNhQW41OFVDL0czcmwzVi9venAwN1ZPSW9UanExVUZRNXFq | |
|
|
256 | ClJFWGVlQU1XTDRZOWU3Uk9Jb1JqazRJaGFyM1dyZFdKZkJNbnltUStJYTVIQ29ZUXdELy9DY2VP | |
|
|
257 | UVdLaTFrbUVjRnkxcHRQNzhtVzEKVS9Qc1diRHlYa3pDUmF4ZHF4YU9uVHRsWXFkd2JkTHBYWVZk | |
|
|
258 | dTlUOXU2VllpTXFFaDRPL3Y3cHZoaENpdkZwVE1LUTVTcGpqdmZmZwozWGZoNUVtdGt3amhlS1Jn | |
|
|
259 | Q0ZIS3JiZkNrMC9DbENsYUp4SEM4VWpCRU9JYUw3K3M3cGVSbnE1MUVpRWNpeVlGSXpVMUZUOC9Q | |
|
|
260 | M3g4CmZKZzdkMjY1OTVjc1dVSlFVQkJCUVVFOC9QREQ3TnUzcjBiWHUzSkZuYlFYSEZ5ajA0aGFv | |
|
|
261 | bWxUZU9zdEdEOWVWck1Wb2pSTkNzYUUKQ1JOSVNFaGczYnAxeE1mSGMrYk1tVEx2ZTN0N2s1cWF5 | |
|
|
262 | bSsvL1VaRVJBU3Z2ZlphamE3MysrOXd5eTNxQjRFUTVuamtFWFZCd2c4LwoxRHFKRUk3RDdnVWpM | |
|
|
263 | eThQZ0Q1OSt1RHA2VWw0ZURqcDF6ejc5K3paRTNkM2R3Q2lvcUpxdkZtVE5FY0pTOVdwQS8vK04w | |
|
|
264 | eWJCa2VPCmFKMUdDTWRnOTRLUmtaR0JyNit2NmJXL3Z6OXBhV21WSHYvUlJ4OHhlUERnR2wxVENv | |
|
|
265 | YW9EbDlmZU80NXRSUGNlV2NyQ1dFOVp1MkgKb1pWMTY5YXhlUEZpTm0vZVhPa3hzYkd4cHU4TkJn | |
|
|
266 | TUdnNkhjTVptWmNNODlOZ2dvWE43a3liQmlCWHo2S1l3Wm8zVWFJYW9uSlNXRgpsSlNVR3AvSDdq | |
|
|
267 | Tzk4L0x5TUJnTVpHVmxBVEIrL0hnaUl5T0ppb29xYzl6MjdkdTUvLzc3V2JObURaMDZkYXJ3WE9i | |
|
|
268 | TVZpd3VoaHR2CmhNT0hvVVVMNi93T29uYlp2aDM2OTRlc0xMVXZUQWhuNXpRenZVdjZKbEpUVThu | |
|
|
269 | T3ppWTVPWm13c0xBeXh4dzllcFJodzRheFpNbVMKU291RnVRNGVWQXVGRkF0UlhZR0I4UFRUNnU1 | |
|
|
270 | ODBqUWxhak5ObXFUaTR1S0lqbzdHYURRU0V4T0RoNGNIQ1FrSkFFUkhSek5qeGd4eQpjbklZTjI1 | |
|
|
271 | WEd1S3RBQUFWUjBsRVFWUWNBRzV1Ym16WnNxVmExNUwrQzJFTkw3OE0zYnJCMHFYcUNDb2hhaU9Y | |
|
|
272 | WDN6d3hSZWhXVE4xCitXb2hhbUxyVm9pS1VwdW9icnBKNnpSQ1ZKL1RORW5abXp4aENHdnAzbDN0 | |
|
|
273 | K0g3bUdhMlRDS0VObHk0WWlpSUZRMWpYdEducXFnRXIKVm1pZFJBajdjK21DY2ZRb05Hd296UWZD | |
|
|
274 | ZWhvMmhFOCtVWmNOT1hGQzZ6UkMySmRMRnd4NXVoQzJjTWNkOEk5L3dNaVI2anBsUXRRVwpVakNF | |
|
|
275 | cUlaLy9RdnExMWVicUlTb0xhUmdDRkVOZGV2Q2tpWHcrZWV3Wm8zV2FZU3dENWN0R0lvQzI3Wkp3 | |
|
|
276 | UkMyMDdxMVdqUWVmeHlPCkg5YzZqUkMyNTdJRjQrUkp1SG9WMnJYVE9vbHdaWDM3UWt3TWpCZ0JS | |
|
|
277 | cVBXYVlTd0xaY3RHQ1hOVVRxZDFrbUVxNXN5UmQxclplcFUKclpNSVlWc3VYVEM2ZGRNNmhhZ042 | |
|
|
278 | dFNCTDc2QS8vd0hFaE8xVGlPRTdiaDB3WkQrQzJFdkhoNXF3Umc3VnAzL0k0UXJrb0loaEpYMAo2 | |
|
|
279 | Z1hQUHc5RGg4TEZpMXFuRWNMNlhITHh3ZE9uNGJiYklDZEgrakNFZlNtS3VrUGZuMy9DeXBWUXo2 | |
|
|
280 | RzNLQk8xbFN3K1dFcFdGdWoxClVpeUUvZWwwc0dDQk9tSXFKa2IyenhDdXhTVUxoalJIQ1MyNXVj | |
|
|
281 | RlhYOEdtVFRCcmx0WnBoTEFlS1JoQzJFQ3padkRERC9EQkIycngKRU1JVlNNRVF3a2JhdFlQVnEr | |
|
|
282 | R2YvNFNmZjlZNmpSQTE1M0tkM3JtNTBMNjkrbWZkdWhvRkU2S1VwQ1FZTlFwU1U5WEJHRUpvVFRx | |
|
|
283 | OQovL0xycnhBVUpNVkNPSTZJQ0hqckxlamZIL2J2MXpxTkVOV25TY0ZJVFUzRno4OFBIeDhmNXM2 | |
|
|
284 | ZFcrNzl2WHYzMHJOblR4bzJiTWpzCjJiTXRPcmMwUndsSE5IbzB2UG9xM0gyM0ZBM2h2RFFaSlQ1 | |
|
|
285 | aHdnUVNFaEx3OVBRa0lpS0NrU05INHVIaFlYcS9aY3VXekowN2w1VXIKVjFwODdzeE05Vjl5UWpp | |
|
|
286 | YUo1NVFoOTNlZFJmODlKTTBUd25uWS9jbmpMeThQQUQ2OU9tRHA2Y240ZUhocEtlbmx6bW1WYXRX | |
|
|
287 | ZE8vZQpIVGMzTjR2UEwwOFl3cEdOSFFzelpxaFBHci8vcm5VYUlTeGo5NEtSa1pHQnI2K3Y2Ylcv | |
|
|
288 | dno5cGFXbFdPZmVsUzNEa0NQajVXZVYwClF0akVtREh3K3V0cTBkaTdWK3MwUXBqUDZSY3VpSTJO | |
|
|
289 | TlgzdjRXR2djMmNEMVhnd0VjS3VIbjljYlo3cTEwOGRSUlVRb0hVaTRjcFMKVWxKSVNVbXA4WG5z | |
|
|
290 | WGpCQ1FrSjQvdm5uVGE5MzdkcEZaR1JrdGM5WHVtRE1teWZOVWNKNWpCb0ZEUnFvVHhxTEZrRU4v | |
|
|
291 | amNRNHJvTQpCZ01HZzhIMGV2cjA2ZFU2ajkyYnBOemQzUUYxcEZSMmRqYkp5Y21FaFlWVmVLeWw0 | |
|
|
292 | NFNsLzBJNG14RWo0SnR2MUZGVThmRmFweEhpCitqU1p1TGRod3diR2pSdUgwV2drSmlhR21KZ1lF | |
|
|
293 | aElTQUlpT2p1YlBQLzhrSkNTRTgrZlBVNmRPSFpvMmJjcnUzYnU1NFlZYnlvYS8KWnZKSmNEQjgv | |
|
|
294 | REYwNzI3WFgwZUlHanQwQ0tLaVlNQUFlTzg5V2VWVzJGWjFKKzY1ekV6dndrSm8wVUpkMHJ4aFE0 | |
|
|
295 | MkRDVkVOdWJudwo0SU5Rdno1OCthVzY3YXNRdGxEclozcnYzS21PYTVkaUlaeFY4K2JxZ29YdDI2 | |
|
|
296 | dWJNUjA0b0hVaUljcHltWUloL1JmQ0ZiaTVxZnRwClJFZER6NTVxWjdqenRnRUlWeU1GUXdnSG85 | |
|
|
297 | T3BLOXorK0NPODh3NDg4Z2o4TmQ5VkNFMUp3UkRDUVFVR3d0YXRhdDljY0xBc2tTNjAKNXhLZDNr | |
|
|
298 | YWoydjc3di85Qmt5WmFweExDK2xhdlZ2Y0tIemNPWG41WjdSZ1hvcnBxZGFmM25qM2c2U25GUXJp | |
|
|
299 | dXdZUFZ2ZXEzYmxXWAo3MDlPMWpxUnFJMWNvbUJJYzVTb0RkcTJWWjgwWnM1VU84V0hEVlBYVGhQ | |
|
|
300 | Q1hxUmdDT0ZFZERyMWFXUDNiclZmbzFzM2RmWGJnZ0t0Cms0bmFRQXFHRUU2b1lVTjQ1UlhZdGcy | |
|
|
301 | MmI0Zk9uZFVsUm9xTHRVNG1YSm5UZDNwZnVhTFF2RGtjTzZaMmZBdFJHNjFiQnkrOEFFWWoKdlBR | |
|
|
302 | U1BQU1FMQzhpS2xkck83MzM3NGViYnBKaUlXcTMvdjNWcDQxMzM0VVBQNFRiYjRlUFBvS2lJcTJU | |
|
|
303 | Q1ZmaTlBVkRtcU9FVU9sMAo2aExwcWFudytlZXdhaFY0ZThQczJYRGhndGJwaEN1UWdpR0VDK3Jk | |
|
|
304 | Rzc3L0hoSVRZY3NXZFgycVVhUFV2Y1NsbjBOVWx4UU1JVnlZClhnL0xscW43aHdjSHc3UFBRc2VP | |
|
|
305 | YW9lNUxHNG9MT1gwbmQ3dTdncjc5ME9yVmxxbkVjSTUvUHFyMm1TMWRDbjQrS2hQSHZmY284N3oK | |
|
|
306 | RUxWRHJkMFBvMzE3aGFOSHRVNGloUE14R21ITkdsaThXSjA1M3I0OVJFU28vU0M5ZXFuYnh3clhW | |
|
|
307 | R3NMeHBBaENpdFhhcDFFQ09kMgo1UXBrWkVCU2tscEVkdStHUG4zK0xpQ2RPcW1kNnNJMTFOcUNN | |
|
|
308 | WDI2d3F1dmFwMUVDTmVTazZQTzdTZ3BJTVhGYWw5aHQyNS8vOW11Cm5SUVJaMVZyQzhicTFRcjMz | |
|
|
309 | S04xRWlGY2w2S29FMk8zYlZNSG1XemJwbjRwaWxvOFNncElseTdnNVNVcjZUb0RwNXE0bDVxYWlw | |
|
|
310 | K2YKSHo0K1BzeWRPN2ZDWTE1NjZTVzh2YjNwMXEwYmUvZnVyZlJjempCQ0tpVWxSZXNJWnBHYzF1 | |
|
|
311 | TU1HY0c4bkRvZGRPZ0FRNGZDYTYrcAoyOGorK2FlNmV1NC8vNmtXaU04L1Y1dXVtalpWaiszYkYw | |
|
|
312 | YVBWdGU1K3VJTGRTK1BFeWVxUDZUWGxlNm5NOU5rOFlBSkV5YVFrSkNBCnA2Y25FUkVSakJ3NUVn | |
|
|
313 | OFBEOVA3Vzdac1llUEdqV3pkdXBXa3BDUW1UNTVNWW1KaWhlZHlocEVkS1NrcEdBd0dyV05VU1hK | |
|
|
314 | YWp6TmsKaE9ybjFPbmdsbHZVcjhHRC8vNzVsU3ZxMDhqaHczRG9rUHJuZi8vNzkvZm56NnRQSWUz | |
|
|
315 | YWdZY0h0R3haL3MvUzN6ZHBvbDdMMWUrbgpzN0I3d2NqN2E2L0pQbjM2QUJBZUhrNTZlanBSVVZH | |
|
|
316 | bVk5TFQwM25nZ1FkbzBhSUZJMGVPWk9yVXFaV2VUOXBRaFhBYzllcXA4enc2CmRvUzc3eTcvL3NX | |
|
|
317 | TGtKME5mL3dCWjgrcVgyZk9xUE5FZnY3NTc5Y2w3MTI5cWhhT3ExZGh3d2ExZ0RScVZQRlg0OGFW | |
|
|
318 | djNmdGNmWHIKUTUwNlVMZnUzMytXL2w0K1Z5cG05NEtSa1pHQnI2K3Y2Ylcvdno5cGFXbGxDc2FX | |
|
|
319 | TFZ0NDlORkhUYTlidFdyRndZTUh1ZlhXVysyYQpWUWhoWFRmY0FBRUI2cGM1Q2dyVXd2SDY2K3FD | |
|
|
320 | aXZuNTZzOEtDc3ArWDFDZ05wTlY5bDdwci94OGRVangxYXZxVjNGeCtUOTF1b29MClNlbnZLL3Ba | |
|
|
321 | YnE0NlVmSjZmMCtuKzdzZ2xTNU05dnhaZFRua2VwYUtvcFRya05GVjhwdFc5bk5ITTMzNmRLMGpt | |
|
|
322 | RVZ5V284elpBVG4KeVptUVlMK2NpdkozUWJIVTJiUE9jVCtydys0Rkl5UWtoT2VmZjk3MGV0ZXVY | |
|
|
323 | VVJHUnBZNUppd3NqTjI3ZHhNUkVRSEE2ZE9uOGZiMgpMbmN1Sng3Z0pZUVFUc2Z1bzZUYzNkMEJk | |
|
|
324 | YVJVZG5ZMnljbkpoSVdGbFRrbUxDeU1yNy8rbXJObno3SjA2Vkw4L1B6c0hWTUlJY1ExCk5HbVNp | |
|
|
325 | b3VMSXpvNkdxUFJTRXhNREI0ZUhpUWtKQUFRSFIxTmFHZ292WHYzcG52MzdyUm8wWUxGaXhkckVW | |
|
|
326 | TUlJVVJwaW9QYnNHR0QKNHV2cnEzVHExRW41NElNUEtqeG15cFFwU3NlT0haV3VYYnNxZS9ic3NY | |
|
|
327 | TkNWVlU1MTY5ZnJ6UnIxa3dKRGc1V2dvT0RsZGRlZTgzdQpHVWVQSHEyMGJ0MWFDUWdJcVBRWVI3 | |
|
|
328 | aVhWZVYwaEh1cEtJcHk5T2hSeFdBd0tQNysva3Jmdm4yVkpVdVdWSGljMXZmVW5KeGEzOU9DCmdn | |
|
|
329 | SWxORFJVQ1FvS1VzTEN3cFQzM251dnd1TzB2cGZtNU5UNlhwWjI1Y29WSlRnNFdMbm5ubnNxZk4v | |
|
|
330 | UysrbndCU000T0ZqWnNHR0QKa3AyZHJkeCsrKzNLNmRPbnk3eWZucDZ1OU9yVlN6bDc5cXl5ZE9s | |
|
|
331 | U0pTb3F5aUZ6cmwrL1hoazhlTEFtMlVxa3BxWXFtWm1abFg0UQpPOHE5ckNxbkk5eExSVkdVa3lk | |
|
|
332 | UEtsbFpXWXFpS01ycDA2ZVZqaDA3S3VmUG55OXpqQ1BjVTNOeU9zSTl2WFRwa3FJb2lsSllXS2gw | |
|
|
333 | Cjd0eFoyYjkvZjVuM0hlRmVLa3JWT1IzaFhwYVlQWHUyOHZEREQxZVlwenIzMDZIM3d5ZzlaOFBU | |
|
|
334 | MDlNMFo2TzBhK2RzN05tenh5RnoKZ3ZhZDlIZmVlU2MzM25oanBlODd3cjJFcW5PQzl2Y1NvRTJi | |
|
|
335 | TmdRSEJ3UGc0ZUZCNTg2ZDJicDFhNWxqSE9HZW1wTVR0TCtualJzMwpCdURpeFl0Y3VYS0ZCdGNz | |
|
|
336 | bCtzSTl4S3F6Z25hMzB1QTQ4ZVA4OE1QUC9ERUUwOVVtS2M2OTlPaEMwWmxjelpLMjdKbEMvNysv | |
|
|
337 | cWJYCkpYTTI3TW1jbkRxZGpzMmJOeE1jSE15enp6NXI5NHptY0lSN2FRNUh2SmNIRGh4ZzE2NWRo | |
|
|
338 | SWFHbHZtNW85M1R5bkk2d2owdExpNG0KS0NpSW0yNjZpV2VlZVliMjdkdVhlZDlSN21WVk9SM2hY | |
|
|
339 | Z0pNbWpTSmQ5OTlsenAxS3Y2WXI4NzlkT2lDWVE3Rmdqa2JXdXJhdFN2SApqaDBqSXlNRGYzOS9K | |
|
|
340 | a3lZb0hXa2N1UmVWcytGQ3hjWVBudzQ3Ny8vUGsyYU5DbnpuaVBkMCt2bGRJUjdXcWRPSFg3NzdU | |
|
|
341 | Y09IRGpBCi9Qbnp5Y3JLS3ZPK285ekxxbkk2d3IxTVRFeWtkZXZXNlBYNlNwOTJxbk0vSGJwZ2hJ | |
|
|
342 | U0VsRmw0Y05ldVhmVG8wYVBNTVNWek5rcFUKTm1mRGxzekoyYlJwVXhvM2JveWJteHRqeDQ0bEl5 | |
|
|
343 | T0RvcUlpdSthc2lpUGNTM000MHIwMEdvME1HemFNUng5OWxDRkRocFI3MzFIdQphVlU1SGVtZWVu | |
|
|
344 | bDVNV2pRb0hMTnVvNXlMMHRVbHRNUjd1WG16WnY1N3J2djZOaXhJeU5IanVTbm4zN2lzY2NlSzNO | |
|
|
345 | TWRlNm5ReGNNClo1bXpZVTdPVTZkT21hcjU2dFdyQ1F3TXJMRHRVMHVPY0MvTjRTajNVbEVVeG80 | |
|
|
346 | ZFMwQkFBQk1uVHF6d0dFZTRwK2JrMVBxZW5qbHoKaHR6Y1hBRE9uajNMMnJWcnl4VTJSN2lYNXVU | |
|
|
347 | VStsNEN2UG5tbXh3N2RvekRody96NVpkZmN2ZmRkN05vMGFJeXgxVG5manJrMGlDbApPY3VjamFw | |
|
|
348 | eXJsaXhnZ1VMRmxDdlhqMENBd09aUFh1MjNUT09IRG1TRFJzMmNPYk1HZHEzYjgvMDZkTXhHbzJt | |
|
|
349 | akk1eUw2dks2UWozCkV1RG5uMzltOGVMRkJBWUdvdGZyQWZWLzFLTi83Um5zS1BmVW5KeGEzOU9U | |
|
|
350 | SjA4eWF0UW9ybDY5U3BzMmJaZzhlVEp0MjdaMXVQL1gKemNtcDliMnNTRWxUVTAzdnAxTnZvQ1NF | |
|
|
351 | RU1KK0hMcEpTZ2doaE9PUWdpR0VFTUlzVWpDRUVFS1lSUXFHRUVJSXMwakJFRlpWcDA0ZApKaytl | |
|
|
352 | YkhvOWE5WXN1Mi9RWXpBWXlNek1CQ0FxS29yejU4L1g2SHdwS1NrTUxyMXhkUlUvdDhXMWJPbkVp | |
|
|
353 | Uk04K09DRGRyMm1jRTVTCk1JUlYxYTlmbjIrLy9aYXpaODhDbHMvRXZWcWRMYzZ1VWZxYTMzLy9Q | |
|
|
354 | YzJhTmF2eE9WM1p6VGZmekZkZmZhVjFET0VFcEdBSXEzSnoKYytPcHA1N2kvZmZmTC9mZWlSTW5t | |
|
|
355 | REJoQWtGQlFVeWFOSWxUcDA0QjhQampqL1Bzczg4U0ZoYkdpeSsreU9qUm8zbnV1ZWNJRFEzbAo5 | |
|
|
356 | dHR2Snlzcmk2ZWVlb3JPblRzVEd4dHJPdC9UVHo5TlNFZ0lkOXh4QndzWExxd3dqNWVYRjJmUG51 | |
|
|
357 | WEREejlFcjllajErdnAyTEVqCmQ5OTlONkN1QS9iWVk0OFJGaGJHbENsVFRETnlNekl5Nk5ldkgz | |
|
|
358 | cTlucVNrcENwLzc0S0NBdDU3N3ozNjl1MUxWRlFVS1NrcEFQVHMKMmJQTWJOcVNwNS9Dd3NJS2o2 | |
|
|
359 | L01zV1BIR0Rod0lNSEJ3UVFGQlhIdzRFR3lzN1B4OS9kbjdOaXgrUG41TVgzNmRGUCsxMTU3amRE | |
|
|
360 | UQpVRUpDUW5qenpUZkxuT2U1NTU1RHI5ZlRyVnMzRGg4K1RIWjJObDI2ZEFIZ3M4OCtZOFNJRVF3 | |
|
|
361 | YU5JaUFnQUErK09BRDA5OWRzMllOClBYdjJKRFEwbElrVEp6SisvUGh5T1gvOTlWZjY5ZXRIY0hB | |
|
|
362 | d1hidDI1ZUxGaTFYZU8rRkVhckowcmhEWHV1R0dHNVR6NTg4clhsNWUKU2w1ZW5qSnIxaXdsTmpa | |
|
|
363 | V1VSUkZtVFJwa2pKejVreEZVUlRselRmZlZGNTQ0UVZGVVJSbDFLaFJTdCsrZlUxTGJqLysrT1BL | |
|
|
364 | d0lFRApsYUtpSXVXenp6NVRicmpoQmlVbEpVVXBLaXBTL1B6OFRFdkg1K1RrS0lxaUtFVkZSVXBZ | |
|
|
365 | V0poeThlSkZSVkVVeFdBd0tOdTJiVk1VClJWRzh2THlVczJmUG12SVpqVWJsemp2dlZCSVRFMDNI | |
|
|
366 | NXVibUtvcWlLQys4OElMeTVaZGZLb3FpS0lHQmdVcDZlcnB5OGVKRkpUSXkKc3NMbG9kZXZYMi9h | |
|
|
367 | WitEVFR6OVY1c3lab3lpS292ejU1NTlLYUdpb29paUs4djc3N3l2VHBrMVRGRVZSVHB3NG9keCsr | |
|
|
368 | KzNYUGI3MApPVXViTm0yYTh2SEhINXQraDRLQ0F1WHc0Y09LVHFkVHZ2bm1HNld3c0ZDNS8vNzds | |
|
|
369 | UlVyVnBTNU4xZXVYRkVHRHg2czdOMjcxM1N2CjQrUGpUZmN0UHo5Zk9YejRzR2twK1U4Ly9WUnAz | |
|
|
370 | YnExY3VMRUNlWDgrZk5LdTNidGxNdVhMeXRHbzFIeDh2SlNEaDgrckp3OWUxYnAKMnJXck1uNzgr | |
|
|
371 | SEk1UjQwYXBheGJ0MDVSRkhVWjhDdFhycFE3UmpndmVjSVFWdGUwYVZNZWUreXhNdjg2QmZqdmYv | |
|
|
372 | L0xtREZqQUJnNwpkaXlyVjY4RzFDYWtCeDU0Z0taTm01cU9mZUNCQjZoZnZ6NDllL2FrZWZQbTlP | |
|
|
373 | M2JsL3IxNjZQWDYwMHJBU2NuSnhNVkZZVmVyK2ZRCm9VUDg5Tk5QVldhTGlZbWhYNzkrUkVWRnNX | |
|
|
374 | M2JObmJ1M0luQllFQ3YxNU9ZbUVocWFpcC8vUEVIaXFJUUdocEtreVpOR0Q1OGVKWEwKVlgvOTlk | |
|
|
375 | Y3NYTGdRdlY1UFpHUWtwMDZkNHZEaHd6ejAwRU9zV0xFQ2dPWExsNXY2Q2lvNi90Q2hRNVdlUHlR | |
|
|
376 | a2hMaTRPTjU1NXgxeQpjbkpvMkxBaG9DNUxNM1RvVUJvMGFNRElrU05aczJZTkFGdTNibVhZc0dF | |
|
|
377 | RUJnYVNtWm5KMnJWcnVYejVNdXZYcitmSko1OEUxT2JEClJvMGFsYnRXZUhnNGJkdTJwV25UcHZq | |
|
|
378 | Nys1T1ptVWxhV2hwZHVuVEJ5OHVMRmkxYWNPKzk5MVo0VDNyMjdNbVVLVk9ZTjI4ZVY2NWMKb1c3 | |
|
|
379 | ZHVsWCtOeEhPdytHWEJoSE9hZUxFaVhUdDJwWFJvMGVYK1hsbEg3eHQyN1l0ODdwa2ZhNzY5ZXZU | |
|
|
380 | dkhsejA4L3IxNi9QNWN1WAp1WERoQWxPbVRHSGp4bzNjY3NzdERCMDZsSFBuemwwMzAyZWZmY2F4 | |
|
|
381 | WThlWVAzOCtvQzVUSFJBUXdQcjE2OHNjZC96NGNmTit5VktLCmk0dUpqNCtuVDU4KzVkNXIyYkls | |
|
|
382 | TzNic1lQbnk1YWFsR1NvN3ZtUzVqbXRGUlVYUnJWczNGaTllVEs5ZXZmanFxNi9LM0pjU0pmMDMK | |
|
|
383 | NDhlUFo4V0tGUVFFQkRCcDBpVE9uVHVIVHFlcmNJWFNhMTE3dndzTEM2bFhyMTZadnFIS3poRWRI | |
|
|
384 | YzJBQVFOTVM1R2twNmR6MDAwMwpYZmQ2d25uSUU0YXdpUnR2dkpHSEhucUlmLy83MzZZUG1rR0RC | |
|
|
385 | dkg1NTU5VFhGek1KNTk4d3IzMzNsdXRjeXVLUW01dUxtNXViclJwCjA0WjkrL2J4NDQ4L1h2ZnZi | |
|
|
386 | TnUyamRtelovUEZGMStZZmhZU0VzS3BVNmRNVHl5WExsMWkvLzc5dEd2WGpycDE2NUtSa2NHbFM1 | |
|
|
387 | ZFkKdm54NWxaa2VmdmhoRWhJU3VIRGhBa0NaSmErSER4L09PKys4dy9uejV3a0lDS2p5K0lvY1Bu | |
|
|
388 | ell0SFpSdjM3OVRQMGllWGw1ckZ5NQprcUtpSXBZdFcwWmtaQ1NGaFlWY3VIQUJMeTh2L3ZqakQx | |
|
|
389 | YXRXZ1dvL1V0MzNYVVhDeGN1UkZFVWlvcUtLQ2dvcVBKMzArbDA5T2pSCmd4MDdkcENkblUxT1Rn | |
|
|
390 | NkppWWtWRG1nNGVQQWczdDdldlBycXEvajYranJFWGlYQ2VxUmdDS3NxL1NIeTNIUFBjZWJNR2RQ | |
|
|
391 | cnlaTW4KYy9Ub1VmUjZQYWRPbmVMWlo1K3Q4TzlkKzdxaTk5cTNiOCt3WWNNSUNBamdtV2VlcVhR | |
|
|
392 | b2FzbS9xdVBqNHpsMzdoeDMzWFVYZXIyZQpwNTU2Q29BdnZ2aUNCUXNXRUJnWXlCMTMzTUh2di84 | |
|
|
393 | T3dFY2ZmY1JMTDcxRTc5NjlDUW9LcXZERFVhZlRtWDcrd0FNUEVCb2FTa1JFCkJBRUJBVXliTnMx | |
|
|
394 | MDNBTVBQTUN5WmN0NDZLR0h5dnlzb3VOTG43TzA1Y3VYRXhBUVFFaElDUG41K2FaeitmcjY4dDEz | |
|
|
395 | M3hFY0hFeEEKUUFCUlVWRTBiTmlRS1ZPbUVCb2F5dkRod3hrMGFKRHBQRys4OFFZSERod2dLQ2lJ | |
|
|
396 | WHIxNm1RWWVsRnl6c3V2WHJWdVhlZlBtTVh6NApjQ0lqSStuU3BRc2RPM1lzZDl5Y09YUG8wcVVM | |
|
|
397 | b2FHaCtQcjZjc2NkZDFUNDMwVTRKMWw4VUFnbmxaMmR6ZURCZzlteFk0ZGRybmZwCjBpV2FOR2xD | |
|
|
398 | WGw0ZTk5eHpEeDkvL0RHMzMzNjdYYTR0SElQMFlRamh4T3k1NDF4c2JDenIxcTNEemMyTi8vdS8v | |
|
|
399 | NU5pVVF2SkU0WVEKUWdpelNCK0dFRUlJczBqQkVFSUlZUllwR0VJSUljd2lCVU1JSVlSWnBHQUlJ | |
|
|
400 | WVF3aXhRTUlZUVFadmwvQ0hyZjBuUWF1Ym9BQUFBQQpTVVZPUks1Q1lJST0K | |
|
|
401 | </png> | |
|
|
402 | </output> | |
|
|
403 | </outputs> | |
|
|
404 | </codecell> | |
|
|
405 | <markdowncell> | |
|
|
406 | <source>## Serial calculation of nearest neighbor eigenvalue distribution</source> | |
|
|
407 | </markdowncell> | |
|
|
408 | <markdowncell> | |
|
|
409 | <source>In this section we numerically construct and diagonalize a large number of GOE random matrices | |
|
|
410 | and compute the nerest neighbor eigenvalue distribution. This comptation is done on a single core.</source> | |
|
|
411 | </markdowncell> | |
|
|
412 | <codecell> | |
|
|
413 | <input>def serial_diffs(num, N): | |
|
|
414 | """Compute the nearest neighbor distribution for num NxX matrices.""" | |
|
|
415 | diffs = ensemble_diffs(num, N) | |
|
|
416 | normalized_diffs = normalize_diffs(diffs) | |
|
|
417 | return normalized_diffs</input> | |
|
|
418 | <language>python</language> | |
|
|
419 | <prompt_number>6</prompt_number> | |
|
|
420 | <collapsed>1</collapsed> | |
|
|
421 | <outputs /> | |
|
|
422 | </codecell> | |
|
|
423 | <codecell> | |
|
|
424 | <input>serial_nmats = 1000 | |
|
|
425 | serial_matsize = 50</input> | |
|
|
426 | <language>python</language> | |
|
|
427 | <prompt_number>7</prompt_number> | |
|
|
428 | <collapsed>1</collapsed> | |
|
|
429 | <outputs /> | |
|
|
430 | </codecell> | |
|
|
431 | <codecell> | |
|
|
432 | <input>%timeit -r1 -n1 serial_diffs(serial_nmats, serial_matsize)</input> | |
|
|
433 | <language>python</language> | |
|
|
434 | <prompt_number>8</prompt_number> | |
|
|
435 | <collapsed>0</collapsed> | |
|
|
436 | <outputs> | |
|
|
437 | <output> | |
|
|
438 | <output_type>stream</output_type> | |
|
|
439 | <text>1 loops, best of 1: 1.19 s per loop</text> | |
|
|
440 | </output> | |
|
|
441 | </outputs> | |
|
|
442 | </codecell> | |
|
|
443 | <codecell> | |
|
|
444 | <input>serial_diffs = serial_diffs(serial_nmats, serial_matsize)</input> | |
|
|
445 | <language>python</language> | |
|
|
446 | <prompt_number>9</prompt_number> | |
|
|
447 | <collapsed>0</collapsed> | |
|
|
448 | <outputs /> | |
|
|
449 | </codecell> | |
|
|
450 | <markdowncell> | |
|
|
451 | <source>The numerical computation agrees with the predictions of Wigner, but it would be nice to get more | |
|
|
452 | statistics. For that we will do a parallel computation.</source> | |
|
|
453 | </markdowncell> | |
|
|
454 | <codecell> | |
|
|
455 | <input>hist_data = hist(serial_diffs, bins=30, normed=True) | |
|
|
456 | plot(s, rhos) | |
|
|
457 | xlabel('Normalized level spacing s') | |
|
|
458 | ylabel('Probability $P(s)$')</input> | |
|
|
459 | <language>python</language> | |
|
|
460 | <prompt_number>10</prompt_number> | |
|
|
461 | <collapsed>0</collapsed> | |
|
|
462 | <outputs> | |
|
|
463 | <output> | |
|
|
464 | <output_type>pyout</output_type> | |
|
|
465 | <text>&lt;matplotlib.text.Text at 0x3475bd0&gt;</text> | |
|
|
466 | <prompt_number>10</prompt_number> | |
|
|
467 | </output> | |
|
|
468 | <output> | |
|
|
469 | <output_type>display_data</output_type> | |
|
|
470 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVl3QUFBRU1DQVlBQUFEWGlZR1NBQUFBQkhOQ1NWUUlD | |
|
|
471 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6dDNYbGNW | |
|
|
472 | UFgreC9IWGdHaHVxQWh1cFNKcEFxS0FKcmhEdWFDaWxXbHV2M0xOCjhONWNzcmhtM2ZxcDljdmJj | |
|
|
473 | czFkSTF0dmFxbFptVmd1bUlBYmkxdmxsaXNxYnJFb0lMTHovZjJCekpVQW1XR1pNek44bnZjeGo4 | |
|
|
474 | dk0KK2M0NTcva1M4L0djN3puZm8xTktLWVFRUW9neTJHZ2RRQWdoaEdXUWdpR0VFTUlnVWpDRUVF | |
|
|
475 | SVlSQXFHRUVJSWcwakJFRUlJWVJBcApHRUlJSVF4aThvSXhhZElrbWpadFNzZU9IVXR0ODlwcnIr | |
|
|
476 | SGk0a0tYTGwwNGRlcVVDZE1KSVlRb2pja0x4c1NKRTltMmJWdXB5Mk5pCll0aXpadzhIRHg0a09E | |
|
|
477 | aVk0T0JnRTZZVFFnaFJHcE1Yak42OWU5T29VYU5TbDBkSFJ6Tml4QWdjSEJ3WU0yWU1KMCtlTkdF | |
|
|
478 | NklZUVEKcFRHN01ZeVltQmpjM2QzMXo1MmNuRGgzN3B5R2lZUVFRZ0RVMERyQVh5bWwrT3RzSlRx | |
|
|
479 | ZHJzUzJwYjB1aEJEaS9zb3pLNVRaN1dINAordnB5NHNRSi9mT0VoQVJjWEZ4S2JWOVlZTXo1TVhm | |
|
|
480 | dVhNMHpTRTdKS0RrbForR2p2TXl5WUd6YXRJbWtwQ1RXclZ1SG01dWIxcEdFCkVFS2d3U0dwTVdQ | |
|
|
481 | R0VCRVJRV0ppSWkxYnRtVCsvUG5rNU9RQUVCUVVoSStQRDcxNjllTFJSeC9Gd2NHQk5XdldtRHFp | |
|
|
482 | RUVLSUVwaTgKWUh6OTlkZGx0bm4zM1hkNTk5MTNUWkRHTlB6OS9iV09ZQkRKV1hrc0lTTkl6c3Bt | |
|
|
483 | S1RuTFM2Y3Fja0JMWXpxZHJrTEg0NFFRb2pvcQo3M2VuMlkxaENDR0VNRTlTTUlRUVFoaEVDb1lR | |
|
|
484 | UWdpRFNNRVFRZ2hoRUNrWVFnZ2hEQ0lGUXdnaGhFR2tZQWdoaERDSUZBd2hoQkFHCmtZSWhoQkRD | |
|
|
485 | SUZJd2hCQkNHRVFLaGhCQ0NJTkl3YkJ3OXZZTzZIUzZNaDQxeTJ4amIrK2c5VWNSUXBnNW1YelF3 | |
|
|
486 | aFhjZGJDc1BqQ3MKVFhYdlN5R3FDNWw4VUFnaFJKV1NnaUdFRU1JZ1VqQ0VFRUlZUkFxR0VFSUln | |
|
|
487 | MGpCRUVJSVlSQXBHRUlJSVF3aUJVTUlJWVJCcEdBSQpJWVF3aUJRTUlZUVFCcEdDSVlRUXdpQlNN | |
|
|
488 | SVFRUWhoRUNvWVFRZ2lEU01FUVFnaGhFQ2tZNHE0YU12MjVFT0srWkhwekMxZVowNXZmCnY0MzB0 | |
|
|
489 | UkRXUXFZM0YwSUlVYVdrWUFnaGhEQ0lGQXdoaEJBR2tZSWhoQkRDSUZJd2hCQkNHRVFLaGhCQ0NJ | |
|
|
490 | Tm9VakFpSXlOeGMzT2oKWGJ0MkxGdTJyTmp5akl3TXhvOGZqN2UzTjM1K2ZtemV2Rm1EbEVJSUll | |
|
|
491 | Nmx5WFVZM3Q3ZUxGbXloTmF0V3hNUUVNRGV2WHR4ZEhUVQpMLy9vbzQvNDdiZmZXTGx5SlJjdlh1 | |
|
|
492 | VHh4eC9uN05temQ2ODV1Q2U4WEljaDEyRUlJWXhtTWRkaHBLU2tBTkNuVHg5YXQyN05nQUVECmlJ | |
|
|
493 | Nk9MdEttUVlNR3BLV2xrWk9UUTNKeU1uWHExQ2xXTElRUVFwaVd5UXRHYkd3c3JxNnUrdWZ1N3U1 | |
|
|
494 | RVJVVVZhVE5tekJqeTh2SncKZEhTa1Y2OWVyRjI3MXRReGhSQkMvRVVOclFPVVpQbnk1ZFNvVVlO | |
|
|
495 | cjE2N3grKysvRXhnWXlNV0xGN0d4S1Y3ZjVzMmJwLy9aMzk4ZgpmMzkvMHdVVlFnZ0xFQjRlVG5o | |
|
|
496 | NGVJWFhZL0l4akpTVUZQejkvVGx5NUFnQTA2ZFBaK0RBZ1FRR0J1cmJqQnc1a3NtVEp4TVFFQUNB | |
|
|
497 | CnI2OHZYMzc1WlpFOUU1QXhESkF4RENHRThTeG1ES05CZ3daQXdabFNjWEZ4N055NUUxOWYzeUp0 | |
|
|
498 | K3ZidHk1WXRXOGpQeitmOCtmTWsKSnljWEt4WkNDQ0ZNUzVORFVvc1hMeVlvS0lpY25CeG16SmlC | |
|
|
499 | bzZNaklTRWhBQVFGQlRGNjlHaE9uRGpCbzQ4K2lwT1RFMHVXTE5FaQpwaEJDaUh2STlPWVdUZzVK | |
|
|
500 | Q1NHTVpUR0hwSVFRUWxnbUtSaENDQ0VNSWdWRENDR0VRY3p5T2d4aG1QalVlR2dMcU8yUVZ3dHlh | |
|
|
501 | MEZDCkI4aXkxenFhRU1JS1NjR3dJRW9wUWsrSHN2NzRldlplMmt0NlRqcDBCMWdJdHRsZ2R3Y2NU | |
|
|
502 | OEoxTHpnM0FFNE9od1IzcldNTElheUUKbkNWbEFaUlNiRDJ6bFhuaDg4ak56K1h2WGYrT1gycy9I | |
|
|
503 | bW44eU4ycjMrL3BBN3M3MEdvUFBMd0RPcTJGT0QrSTJBQUpjcGFVRUtKQQplYjg3cFdDWXVmalVl | |
|
|
504 | TVpzR3NPdHpGdk04NXZITUxkaDJPaitPL1IwMzlOcTdkTEJad1gwZUJYT2pZVnRpK0dPVXlsYmtv | |
|
|
505 | SWhSSFVoCnA5VmFvZDBYZHROMWRWZUd0QnZDcjFOL1piajc4Q0xGb2t3NWRXSGZiRmdDcExXQXFW | |
|
|
506 | N2dFbFpsZVlVUTFrMzJNTXlRVW9xRkJ4YXkKOE1CQzFneGJRMStYdnFXMk5lckNQWmN3ZUdvQy9E | |
|
|
507 | NFdmdmsveUt0WnZNMTkxbUdOZlMxRWRTU0hwS3pJYTd0ZVk5dlpiV3dldlpsVwpEVnJkdDYzUlYz | |
|
|
508 | clhTWUJoNHd0KzN2QXQ1TlFwM3FhVWRWaGpYd3RSSGNraEtTdngvcjczK2ZHUEg5bjUzTTR5aTBX | |
|
|
509 | NTNIR0NyMytFCk80N3c3RUNvbFZyNTJ4QkNXQ1VwR0daazlhSFZyRHE0aWgzUDdzQ3hqbVBaYnlp | |
|
|
510 | di9Ccnd3eGR3b3lPTWZ4enFKRmJkdG9RUVZrTUsKaHBuNDd1UjN6SXVZeDg3bmR2S2cvWU5WdjBG | |
|
|
511 | bEF6OHRoM1A5WVlJZjFLLzZUUW9oTEpzVURETnc0ZVlGZ2tLRDJEeDZNMjBkMnBwdwp5enJZOWEr | |
|
|
512 | Q1FmQm5rY05UUW9qN2trRnZqZVhtNStMM2hSL0RYSWNSM0NQWTZQZFh6dlRtQ2diYmdNTUFXQmNL | |
|
|
513 | K1hZbHJzUFMrMW9JClVVQUd2UzNVTzVIdlVNZXVEaTkzZjduWU1udDdCM1E2M1gwZmxVTUgyd0Js | |
|
|
514 | QzRPblVYWUJFa0pVUjFJd05MVHYwajVXSFZ6RmwwOTkKV2VJRmVXbHBOeW40OHI3Zm81TGtBeHZY | |
|
|
515 | dzBQUjBPUGZsYmRlSVlUVmtJS2hrWlRNRko3OS9sbENob1RRb240THJlTVV5SzVmY0VqSwpkeW00 | |
|
|
516 | ZjZ0MUdpR0VtWkV4REkxTStHRUN0ZTFxc3lwd1ZhbHRUSGY3MWIrMGFYNFluZzJBVC9kRGNqdjlj | |
|
|
517 | a3Z0YXlGRVVUS0dZVUdpCjRxUFllWDRuSC9UL1FPc29KYnZXR2NMbndZalJZSnVsZFJvaGhKbVFn | |
|
|
518 | bUZpU2lsbWJaL0Znc2NYVUs5bVBhM2psQzcyNzVEU0N2cTkKcG5VU0lZU1prSUpoWXQ4Yys0YWN2 | |
|
|
519 | QnllODN4TzZ5aGwwTUdQbjRMYkptajNrOVpoaEJCbVFBcUdDZDNKdWNPcllhK3lLR0NSY2RPVQph | |
|
|
520 | eVhEQWI1YkEwOU1saXZCaFJCU01FenB3d01mNHZ1UUw3MWI5OVk2aXVFdTlZYURmNE5oa0plZnAz | |
|
|
521 | VWFJWVNHcEdDWXlOVzBxeXlLCldzUjcvZDdUdjFiV2hYbG1JL0tmWUFQdjdYdXY3TFpDQ0tzbEJj | |
|
|
522 | TkUvdm5MUDVuU2VRb3VqVnowcjVWOVlaNlpVTGJ3SFN5S1dzVHgKUDQ5cm5VWUlvUkVwR0Nad0p1 | |
|
|
523 | a01vYWREZWIzMzYxcEhLYjlVZVB1eHQ1bXlaUXI1S2wvck5FSUlEUmgxNFY1K2ZqNEhEaHdnTGk2 | |
|
|
524 | TwpoSVFFR2pac1NJY09IZWpTcFFzMk5xYXZQWlp5NGQ2VUxWTm9VYjhGOC8zbkYzbTk3QXZ6Tkxw | |
|
|
525 | d3I1VGxlZmw1K0gzaHgrZ09vM25SCjU4VXkxaWVFTUZkVmVvdlc3T3hzRmkxYVJGNWVIZzBiTnNU | |
|
|
526 | RnhZVm16Wm9SSHgvUHVYUG51SGJ0R2syYU5HSG16Sm5ZMnRxVzZ3T1UKaHlVVWpDdXBWK2k0cWlO | |
|
|
527 | bnBwK2hjWjNHUlpaWldzRlFTbkV5NFNSOXZ1akQ0UmNPMDdKQnl6TFdLWVF3UjFWV01MS3lzbGkz | |
|
|
528 | YmgxRApoZ3pCeWNtcDFIYm56NTluMTY1ZFRKa3l4ZWdRNVdVSkJlT1ZIYStRci9KWkZMQ28yREpM | |
|
|
529 | TEJnQWIwZThUY3pWR0g0Yy9hTjVEYzRMCklReFNwWHNZNXNyY0MwYlNuU1RhTFd2SGIzLzdqWWZz | |
|
|
530 | SHlxMjNMSUtoaDJRVy9DakxSQUVSQUQzaklIWHI5K0kxTlRrTXJZamhOQ2EKeWVhU09uWHFGRC85 | |
|
|
531 | OUJQSnljbWNQSG5TNkExV0o4dGpsalBNYlZpSnhjTHk1S0kvZXl0UHdZLzdZV0F6cUoya2Y3M2dy | |
|
|
532 | QzhoaExVcQpWOEZvMXF3WjNicDFZK3ZXclh6MTFWZFZrY3ZpM2M2K3pZcllGY3p1TVZ2cktGVWp2 | |
|
|
533 | anVjR0FFRGpMOUxvQkRDTWhsZE1LNWV2Y3J1CjNidng5dlltT0RpWXBrMmJWa1V1aTdmNjBHcjhu | |
|
|
534 | UDFvNzloZTZ5aFZaOWNDY0FtRE5ydTBUaUtFTUFHakM4YjQ4ZU54ZFhWbDFhcFYKdlBqaWl4dzll | |
|
|
535 | clFxY2xtMDdMeHNGaDVZeUd1OXJIeW0xK3o2OE5OeUNId1JiSEswVGlPRXFHSVZHdlMrZWZNbURS | |
|
|
536 | czIxT3hNR1hNZAo5RjUvYkQwZkhmcUkzZU4zMzdlZFpRMTZsN1pjd2JPRDRPeEFpSnBsbHI4UElV | |
|
|
537 | UlJWVGJvblpXVnhSOS8vRkhpc2thTkdoVXBGbnYyCjdERm9vNUdSa2JpNXVkR3VYVHVXTFZ0V1lw | |
|
|
538 | dlkyRmk2ZHUyS201c2IvdjcrQnEzWFhJUWNDbUZxbDZsYXh6QVJIV3hiQkwzZmdUcGEKWnhGQ1ZL | |
|
|
539 | VXlDMGF0V3JWSVNrcGkrZkxsSlo0VmxacWF5cDQ5ZTVneFl3YU5HalV5YUtNelo4NGtKQ1NFc0xB | |
|
|
540 | d1ZxeFlRV0ppWXBIbApTaWttVFpyRXYvNzFMMDZlUE1tMzMxck8vYVZQSjUzbTJKL0hlTDczMVB0 | |
|
|
541 | T0xHaFYxeThrdXNIdlkrRXhyWU1JSWFxU1FXTVlwMDZkCjRzMDMzOFRUMDVONjllb3hkZXBVSmt5 | |
|
|
542 | WXdOTlBQODJjT1hOSVRrNW15WklsZUhoNGxMbXVsSlFVQVByMDZVUHIxcTBaTUdBQTBkSFIKUmRv | |
|
|
543 | Y1BIaVFUcDA2MGE5ZlB3QWNIUjJOL1Z5YVdYMTROUk84Sm5ENzFpM3VQN0dnbFIyNkNaOEhidkRi | |
|
|
544 | amQrMFRpS0VxQ0kxREdsMAo5T2hSYnR5NFFWcGFHa3VYTHFWZnYzNzA3bDIrZXpyRXhzYmk2dXFx | |
|
|
545 | Zis3dTdrNVVWQlNCZ1lINjE3WnYzNDVPcDZOMzc5NDBiTmlRCmFkT21FUkFRVUs3dG1WSldiaFpm | |
|
|
546 | SHYyU2ZaUDI4UUZtZXIvdXFwTFpDQ0xnSlkrWDJEVnVsM1h0UVFraEFBTUxScWRPbmFoWnN5YU4K | |
|
|
547 | R3pkbTd0eTVMRisrdk53Rnd4Q1ptWmtjUFhxVXNMQXc3dHk1US8vKy9UbDI3QmkxYTljdTFuYmV2 | |
|
|
548 | SG42bi8zOS9UVWQ3L2orMVBkMApiTnFSZG8zYmFaWkJVNGNnNFU0QzM1LzZucWZkbnRZNmpSRGly | |
|
|
549 | dkR3Y01MRHd5dStJbVdBU1pNbXFaTW5UK3FmLy9EREQ0YThyVVMzCmJ0MVNYbDVlK3VmVHBrMVRv | |
|
|
550 | YUdoUmRxRWhvYXE0T0JnL2ZPUkkwZXFiZHUyRlZ1WGdmRk54djhMZjdYKzJIcWxsTHA3ekVtVjhT | |
|
|
551 | aXIKVFdXc3c3Ulp3czZGcVRhTDI2aU1uQXlOZnh0Q2lOS1U5N3ZUb0RHTWMrZk9FUndjVEpzMmJl | |
|
|
552 | alpzeWNmZi93eGE5ZXU1Y0tGQzJ6Ywp1TkdvQXRXZ1FRT2c0RXlwdUxnNGR1N2NpYSt2YjVFMjNi | |
|
|
553 | cDFJeUlpZ2p0MzdwQ2NuTXlSSTBmbzJiT25VZHN4dGROSnB6bVJjSUtuClhKL1NPb3FtK3JyMHhi | |
|
|
554 | T1pKNHNPRko5c1VRaGgyUXk2RHVQNDhlTjA2TkFCS0ppVk5qbzZtdGpZV0tLam8vbjk5OTlKVFUw | |
|
|
555 | MWFxTVIKRVJGTW5UcVZuSndjWnN5WXdZd1pNd2dKQ1FFZ0tDZ0lnRldyVnJGczJUS2NuSno0Mjkv | |
|
|
556 | K3h1alJvNHVITjZQck1JSjNCR05yWTZ1LwpCV3ZaMTFoQSthOTkwS0tOWWV0UVNuRXUrUnkrbi9q | |
|
|
557 | eTI5OStvMFg5Rm1XOFJ3aGhhcHJOVnJ0bzBTSm16WnBWa1ZXVW03a1VqTXpjClRGb3Rhc1greWZ0 | |
|
|
558 | cDY5QVdxTjRGQStDMVhhOXhOZTBxWHo3MVpSbnZFVUtZbXNsbXEvMnJHVE5tVkhRVkZ1LzdrOS9q | |
|
|
559 | MmN4VFh5d0UKdk43cmRYYWUyMG5NbFJpdG93Z2hLa21GQzRZcDc3Qm5ya0lPaGZCQzV4ZTBqbUZX | |
|
|
560 | NnRlcXo0SytDNWp4OHd5NUI3Z1FWc0wwTitLMgpNbWVTem5BeThTUlB1ajZwZFJTek04NXpITG41 | |
|
|
561 | dVd3NHZrSHJLRUtJU21CVXdiaHk1VXBWNWJCWTN4ejdobEVkUmxIVHRxYldVY3lPCmpjNkc5L3Uv | |
|
|
562 | enh1L3ZFRjJYcmJXY1lRUUZXUlV3ZWpmdnorREJnMWl3NFlONU9USWROWktLYjQrOWpXalBZcWZ3 | |
|
|
563 | VlU5MVNnMlgxWmYKbDc2Y2l6bEhyUjYxME9sMDJOczdhQjFTQ0ZGT1JoV01FeWRPOE9hYmI3Smp4 | |
|
|
564 | dzdhdFd2SDlPblRPWHo0Y0ZWbE0zdkgvanhHZWs0NgozUjdxcG5VVU0zSFBiVnp2ZllRZGhUNU5v | |
|
|
565 | V2FxM01aVkNBdFc3dE5xdDIzYnhxUkprOGpMeTZOdDI3WXNYTGlRYnQxTSs4V3A5V20xCmhZZGEz | |
|
|
566 | dS8vZnJGbDFmVzAybExiREhzT2JqNE00ZlBONGxSb0lhb3prNXhXR3g4Znp6dnZ2SU9IaHdlZmZm | |
|
|
567 | WVpYM3p4QmRldVhXUGwKeXBWTW1qVEo2STFiTXFXVWZ2eENHR0QzMitDekRPcHFIVVFJVVY0R1RU | |
|
|
568 | NVlhTkNnUVV5Y09KSHc4UEFpVTQ1N2Vub3lkV3AxdVdGUQpnVVBYRHFIVDZlamN2TFBXVVN6RExX | |
|
|
569 | ZjRkUno0TGRZNmlSQ2luSXc2SkJVVEU0T1BqMCtacjVtS2xvZWtnbmNFVTl1dU5tOC85bmFKCnkr | |
|
|
570 | V1FWQW5xSk1JMEowN1BQbDE5Wi9RVndneVk1SkJVU1hzUmhYTS9WU2Y1S3AvMXg5Y3p1b09jSFdX | |
|
|
571 | VU80NXdBTjdZL1liV1NZUVEKNVdEUUlhblkyRmhpWW1KSVNFaGc1Y3FWK3NxVWtKQmc4RzFacmNt | |
|
|
572 | Qnl3ZG9VS3NCSFpwMDBEcUs1WW1DdlUvdEpmWktMRjBmN0twMQpHaUdFRVF6YXcwaEpTZUh5NWN2 | |
|
|
573 | azVPUncrZkpsNHVQamlZK1BwMW16Wm56KytlZFZuZEhzZkhQOEc3bjJvcnh5WUs3ZlhGNE5lMVhP | |
|
|
574 | CmxoTEN3aGcxaG5INjlHa2VlZVNScXN4akZDM0dNSEx6YzNub3c0ZllNM0hQZlkvRHl4aEc2VzF5 | |
|
|
575 | OG5Mb3NMSURTd2N1SmFDdCtkOTYKVndoclU2VmpHSVgzMng0d1lBQnQyclFwOG5CeGNURjZvNVlz | |
|
|
576 | SWk2Q2grd2Zra0hiQ3FoaFU0Ti85ZjBYcjRhOUtoTVRDbUZCRE5yRAp1SFhyRmcwYk5pUXhNYkhF | |
|
|
577 | NWZlZVltdEtXdXhoVE5reWhmYU4yeFBjSS9pKzdXUVBvL1EyU2ltVVVuVC90RHZUZktieGJLZG55 | |
|
|
578 | M2lQCkVLSXlhWFlESlMyWnVtQms1MlhUWW1FTERnY2RwbFdEVnZkdEt3V2o5RGFGdjdQSWk1R00r | |
|
|
579 | MzRjZjB6N2cxbzFhcFh4UGlGRVpTbnYKZDZkQlowbmR1SEhqN2hkZ1VVb3BkRG9kVFpvME1YckRs | |
|
|
580 | aWpzZkJqdEhkdmowZEpMNWtRcXR4cEYvMXNhQXcvMGZnQ2lDcDdXcjkrSQoxTlJrYmFJSkllN0xv | |
|
|
581 | SUxScTFjdmdHSkZvN0JnbkQ1OXV2S1RtYUZ2am4zRDZBNmoyWjgyQThQK3RTMktLNXlnOEs1ZHgy | |
|
|
582 | QmNYemh5CkdySWFrSlltL1NhRXVUSm8wUHVSUng3aHpKa3paR2RuazVPVFEzWjJ0djduNmpMTmVW | |
|
|
583 | WnVGbHRPYjJHRSt3aXRvMWlYUHozZ3pHRG8KK1lIV1NZUVFaVEJvRDJQZHVuVUFIRHg0c05peWtn | |
|
|
584 | NVZXYVB3dUhEY25keHBYcis1MWxHc1QvaDhDUEtHbUJmaHR0WmhoQkNsTWFoZwpOR2pRQU5EdWJD | |
|
|
585 | aHpzT1gwRm9ZK01sVHJHTllwcFJVY21RVCs4eUJVNnpCQ2lOSVlOVnN0UUdKaUl0dTNiMGVuMHhF | |
|
|
586 | UUVFRGp4bzJyCklwZFpVVW9SZWpxVXJXTzNhaDNGZXUxOURhYTExdzkrQ3lITWoxR1RENjVkdTVi | |
|
|
587 | dTNidHo0TUFCOXUvZlQvZnUzVm03ZG0xVlpUTWIKeC80OGhrNm53OTNKWGVzbzFpdkRBZllIdytO | |
|
|
588 | YUJ4RkNsTWFvNnpDOHZMell0bTBielpvMUF3cE90dzBJQ09EbzBhTlZGdkIrVEhVZAp4b0k5Qzdo | |
|
|
589 | Kyt6cExCeTNWYjlmU3JuMndpQ3cxTW1CNkhRNjhmRUJ1ZXl0RUZUTEo5T1lPRGc1a1pHVG9uMmRr | |
|
|
590 | Wk9EZzRHRDBSaTFOCjZPbFFoand5Uk9zWTFpKzNOb1REN0oyelpXSkNJY3lRUVdNWTA2ZFBCOERK | |
|
|
591 | eVlrdVhiclF1M2R2bEZMczNidVgvdjM3VjJsQXJmMloKL2ljbkVrN2cxOXBQNnlqVnc2K1FsSkhF | |
|
|
592 | VDJkK0l2Q1JRSzNUQ0NIdVlWREI2TktsaS83MDJVR0RCdWxmZi9ycHA2Myt0TnFmei94TQpQNWQr | |
|
|
593 | TW5XRnFlVER2L3IraXptNzVqQ3c3VUJzYld5MVRpU0V1RXZta2lyRGlBMGpHUExJRUNaNFRTaXlY | |
|
|
594 | YXNaTnpDN0xEcnk4L1BwCi9YbHZudS84ZkpGK0YwSlVEcE5NUHBpUmtjR09IVHZZdm4wN04yL2Ux | |
|
|
595 | TzlkRkY3WVoycFZYVEN5ODdKcDhrRVRUazgvVFpPNi81MHYKU3dwRzFXNUhLY1crUy9zWXMya01m | |
|
|
596 | MHo3ZzlwMnRjdFlweERDR0NZWjlIN2pqVGZZczJjUDI3ZHZ4OS9mbi9qNGVKeWRuWTNlcUtXSQpp | |
|
|
597 | SXZBemNtdFNMRVFwdEd6VlUrNnRPakMwdWlsV2tjUlF0eGwxQjVHNTg2ZE9YejRNQjA2ZE9ENDhl | |
|
|
598 | T2twS1RRcjE4L1ltTmpxekpqCnFhcDZEMlBHenpOb1ZxOFpyL2QrdmRoMnJldGY5ZWFVNWIrLzA5 | |
|
|
599 | TkpwK254YVE5T3ZuZ1NwN3BPWmF4WENHRW9rK3hoMk5uWkFmRG8KbzQ4U0docktqUnMzeU16TU5I | |
|
|
600 | cWpscUR3Nm02WkRzVFVDcVkvMStsMHRIZHNUMUo0RWsyZWFhSi9UYWZUWVc5di9hZHlDMkdPakNv | |
|
|
601 | WQpMNzc0SWpkdjNtVFdyRmtzWDc2YzRjT0g4OVpiYjFWVk5rMmRTRGhCbnNyRG80bUgxbEdxbWNM | |
|
|
602 | cHorOCtJaEtnWTJOb2ZFci9tdHlMClJBaHRHSDJXVk9GY1VnQUJBUUdhVGtoWWxZZWszdHY3SHBk | |
|
|
603 | VEw3Tjg4UElTdDJ0ZGg0SE1LVXNKeTN1K0R5MzN3VGViOVcwcytPUSsKSVRSbmtrTlM5ODRsRlJV | |
|
|
604 | VlJZOGVQYXgyTHFrdHA3ZkkxZDNtSW5vR05QME5uTU8xVGlKRTlhYU00T25wcWE1ZHU2Wi9mdjM2 | |
|
|
605 | ZGVYcAo2V25NS3BSU1NrVkVSQ2hYVjFmVnRtMWJ0WFRwMGxMYnhjVEVLRnRiVzdWcDA2WVNseHNa | |
|
|
606 | MzJBSjZRbksvbC8yS2lNbm85VHRnaXJqClVSbHRUTFVkYzhwU3luS1ByeFV2ZEZibzhxcnM5eTVF | |
|
|
607 | ZFZIZXZ5Rk41cEthT1hNbUlTRWhoSVdGc1dMRkNoSVRFNHUxeWN2TDQ5VlgKWDJYZ3dJRW1QL3p3 | |
|
|
608 | ODVtZmViek40enhRNHdHVGJsZmN4N0ZSa0Y4RE9tcHp6WThRb3B4elNSWGU0N3M4YzBtbHBLUUEw | |
|
|
609 | S2RQSHdBRwpEQmhBZEhRMGdZRkY1dzFhdG13WkkwYU0wT1NVWGJsWmtqblN3WTZGTUh3c25OQTZp | |
|
|
610 | eERWVTdubWtpcjh1VHh6U2NYR3h1THE2cXAvCjd1N3VUbFJVVkpHQ2NlWEtGVFp2M3N3dnYveENi | |
|
|
611 | R3lzU2VlcnlzN0xadVBoYjlrNGNTT1QweWViYkx2Q0FKZDZ3Wld1MFAyeTFrbUUKcUpZTUtoZ1RK | |
|
|
612 | a3dvOHZ6UW9VUG9kRG82ZCs1Y0ZabDQ2YVdYZVBmZGQvVWorZmM3SkRWdjNqejl6LzcrL3ZqNysx | |
|
|
613 | ZG8yM3N1N29GRQpCZWxsbmNrak5CSDJIanovSFRkdTM2QnB2YVphcHhIQ0lvU0hoeE1lSGw3eEZS | |
|
|
614 | a3o0QkVSRWFIYXRXdW5CZ3dZb0FZTUdLRGF0V3VuCklpTWpqUm8wdVhYcmx2THk4dEkvbnpadG1n | |
|
|
615 | b05EUzNTcGsyYk5zcloyVms1T3p1cmV2WHFxU1pObXFqTm16Y1hXNWVSOFEzeTByYVgKRkgzTWZB | |
|
|
616 | RFlxck1Zc0k0QTFOVFFxWlgrdXhlaXVpanZkNmRSN3dvTURGUW5UNTdVUHo5MTZwUUtEQXcwZXFO | |
|
|
617 | ZVhsNHFJaUpDWGJodwpRYlZ2MzE0bEpDU1UybmJDaEFrbVBVdXEvYkwyaXVZVzlPVnBkVmtNV0Vk | |
|
|
618 | dGxPUDdqdXI0bjhjci9mY3ZSSFZRM3U5T284NlNTazVPCnBrV0xGdnJuelpzM0p6azUyZWk5bXNX | |
|
|
619 | TEZ4TVVGRVMvZnYzNCs5Ly9qcU9qSXlFaElZU0VoQmk5cnNwME9lVXlTUmxKY0YzVEdLSXMKR2ZC | |
|
|
620 | YXI5ZVl2WE8yMWttRXFGYU11dEo3MWFwVnJGdTNqbWVlZVFhbEZOOTk5eDFqeG94aDZ0U3BWWm14 | |
|
|
621 | VkpWOXBmZm5SejVuKzdudApySDltUFpqclZjOVduOFd3ZFdUbVpPSyswcDJQaDN4TVg1ZStaYlFY | |
|
|
622 | UXR5cnl1K0hvWlRpMnJWclhMOStuZERRVUhRNkhVT0dETUhiCjI5dm9qVmFXeWk0WVl6ZU41ZkUy | |
|
|
623 | anpPbHl4UXM2Y3ZUdXJJWXRnNmxGQnVQYitTZFBlOXc2SVZEY21jK0lZeGdrb0xSc1dOSGpoMDcK | |
|
|
624 | WnZSR3FrcGxGb3g4bFUvemhjMkplVDRHNTBiT1dOS1hwM1ZsTWJ4Z0tLWG8rVmxQWHVqeWd0eVpU | |
|
|
625 | d2dqVlBsY1VqcWREbDlmWDdadQozV3IwUml6QnNUK1BZVi9MbnRZTlcyc2RSUmhJcDlPeGNNQkMz | |
|
|
626 | dmpsRGRLejA3V09JNFRWTTJyUU96bzZtcUZEaDlLc1dUTzh2YjN4Cjl2YXVzbXN4VEczbnVaMzBk | |
|
|
627 | ekh1cW5XaHZlNHR1OU96VlU4K1BQQ2gxbEdFc0hwR0RYcWZPM2V1eE4yWXRtM2JWbW9vUTFYbUlh | |
|
|
628 | bEIKYXdjeHBmTVVublo3Mm9EcHk4M3I4SXgxWlRGa0hYWVUzRGZqcmtiQUZHQWxjTHZncGZyMUc1 | |
|
|
629 | R2FhdndaZkVKVUIxVTZocEdUazhQMgo3ZHZadTNjdkFRRUIrUG41WVdOajFNNUpsYWlzZ3BHVm00 | |
|
|
630 | WFRCMDVjZk9raWpXbzNrb0poaWRzWkVBeTFVbUhMeC9vMmxYbENoQkRXCnBFckhNRjUvL1hWV3JW | |
|
|
631 | cUZrNU1UYjczMUZvc1hMelo2UStic1FQd0IzSnpjYUZTN2tkWlJSSGxGL2hQYWI0Ym1oN1ZPSW9U | |
|
|
632 | Vk1tZ1AKbzB1WExrUkZSV0ZuWjhldFc3ZDQ4c2tuaVlpSU1FVysrNnFzUFl4Ly92SlBkT2o0djhm | |
|
|
633 | L1Q3OWVpLzdYdGtWbnFjQTZ2RCtGTHF2aAowLzJnYkdVUFE0aFNWT2tlUm41K1BuWjJkZ0EwYk5p | |
|
|
634 | UTFOUlVvemRrenNMT2g5SFBwWi9XTVVSRkhaMEl5cWFnY0FnaEtwMUJleGkyCnRyYlVxVk5IL3p3 | |
|
|
635 | akk0UGF0V3NYckVDbjA2eUFWTVlleHMyTW03UmUzSnFFZnlSUXEwWXQvWG90L2wvYkZwdWxndXRv | |
|
|
636 | K2l1TTZ3OHIKa3VGTzNuM1hJZ1Bqb3JvcTczZW5RZE9iNStYZC93L1BrdTJPMjAzUFZqMzF4VUpZ | |
|
|
637 | dUJ1ZThOdi9RTC9GOE9QOS95RFMwbVNhZWlHTQpvZjJwVGhyYmVYNG4vZHJJNFNpckVqNGYyZ0l0 | |
|
|
638 | OTJtZFJBaXJVdTBMUnRqNU1Qby9MQmZzV1pVc2U5Z09EUGtiMk9TVzJWd0lZWmhxClhURGlic1dS | |
|
|
639 | bXBXS1J4TVByYU9JeW5ZY3VOMFVmSlpwblVRSXExR3RDMGJoMlZFMnVtcmREZGJycHhYUTV4Mm9m | |
|
|
640 | MFhySkVKWWhXcjkKVFNuakYxWXU2UkU0T0JVQ1h0WTZpUkJXb2RvV2pIeVZ6Njd6dStUNkMydTM1 | |
|
|
641 | M1Y0TUFZZTNxRjFFaUVzWHJVdEdMOWUveFhIT282MApiTkJTNnlpaUt1WFVnWitYd2VBWG9VYW0x | |
|
|
642 | bW1Fc0dqVnRtRHNQTDlUem82cUxrNFBnWVFPME9NRHJaTUlZZEdxYmNFSU94OG00eGZWCnljOUxv | |
|
|
643 | TnNTYUhSZTZ5UkNXS3hxV1RBeWN6TTVFSDhBZjJkL3JhTUlVMGxwRFh0ZmhTZWVCMTIrMW1tRXNF | |
|
|
644 | alZzbURzdTdTUGprMDYKMHVDQkJscEhFYVowNEdXb2tRRmRWMnFkUkFpTFZDMExob3hmVkZQS0Zu | |
|
|
645 | NzRBdnpuZ2NNWnJkTUlZWEdxWmNHUThZdHFMS2s5Ukw0QgpUMDBvbVBSV0NHR3dhbGN3a3U0a2NT | |
|
|
646 | YjVETDRQK1dvZFJXZ2xlZ2JrMTREdVdnY1J3ckpVdTRLeE8yNDN2VnIxb3FadFRhMmpDSzBvCkc5 | |
|
|
647 | ajhPZlNDRXdrbnRFNGpoTVdvZGdVajhtSWsvcTM5dFk0aHRIYlRCWDZ4b2NNL082Q3oxYUhURlgv | |
|
|
648 | WTJ6dG9uVklJczFMdENrYkUKeFFqNnRPNmpkUXhoRGc3bVEyWi82UGwvRk56QnIrZ2pMZTJtcHZH | |
|
|
649 | RU1EZlZxbUFrWnlSejRlWUZPamZ2ckhVVVlTNDJmd3JkRmhmYwoybFVJY1YvVnFtRHN2YlNYYmc5 | |
|
|
650 | MXc4N1dUdXNvd2x5a3RvU2Q3OE93OFdDYnJYVWFJY3hhdFNvWUVSY2o4R3Z0cDNVTVlXNk9Ub0NV | |
|
|
651 | Cmx0RG5iYTJUQ0dIV3FsWEJpTHdZS2VNWG9nUTYyUEl4ZEZrTnJTTzFEaU9FMmFvMkJTTTFLNVdU | |
|
|
652 | Q1NmeGVkQkg2eWpDSE4xdURqOTgKRHNQSFF0MGJXcWNSd2l4Vm00S3gvL0orSG0zeEtMVnExTkk2 | |
|
|
653 | aWpCWFp3Y1ZISjRhL2orZ3k5TTZqUkJtcDlvVWpJaUxFZmc1KzJGdgo3MURpT2ZmM1BrUTF0bnQr | |
|
|
654 | d1d5MmZtOXBuVVFJczZOSndZaU1qTVROelkxMjdkcXhiTm15WXN2WHJsMkxwNmNubnA2ZWpCMDds | |
|
|
655 | dE9uClQxZDhteGNqNmRPcXo5MXo2NHVmYzEvMElhb3RaUXViMWtIblQrQmhyY01JWVY0MEtSZ3pa | |
|
|
656 | ODRrSkNTRXNMQXdWcXhZUVdKaVlwSGwKTGk0dVJFWkc4dXV2dnhJUUVNRGJiMWZzN0pVN09YZjQ5 | |
|
|
657 | ZnF2ZEc4cGt3Y0pBOXh1QnQrdGhhY2dQalZlNnpSQ21BMlRGNHlVbEJRQQordlRwUSt2V3JSa3dZ | |
|
|
658 | QURSMGRGRjJuVHYzcDBHRFFydVZSRVlHRWhFUkVTRnRoa1ZIMFducHAyb1kxZW5RdXNSMVVpY1A4 | |
|
|
659 | VFkwSEpXCnkxS25EcEhwUTBSMVkvS0NFUnNiaTZ1cnEvNjV1N3M3VVZGUnBiYi8rT09QR1RwMGFJ | |
|
|
660 | VzJXVGgrSVlSUjl1WkQxaURvRzB4cGh5OWwKK2hCUm5kVFFPc0Q5aElXRnNXYk5HdmJ2MzE5cW0z | |
|
|
661 | bno1dWwvOXZmM3g5L2Z2MWlieUl1UnpPNHh1d29TQ3F1bWdPKytncURPY0trWAovUEdrMW9tRUtK | |
|
|
662 | Znc4SERDdzhNcnZCNmRVc3Frbzd3cEtTbjQrL3R6NU1nUkFLWlBuODdBZ1FNSkRBd3MwdTYzMzM3 | |
|
|
663 | ajZhZWZadHUyCmJiUnQyN2JFZGVsME9zcUtuNVdiaGVNSGpseDUrUXIydGV6dm5nVlYxa2N1cTAx | |
|
|
664 | bHJNT2N0bU5PV2N6d016OFlEV09Id245MndnM1AKWW0xTS9DY2tSSVVaOHQxWkVwTWZraW9jbTRp | |
|
|
665 | TWpDUXVMbzZkTzNmaTYxdjBaa2FYTGwxaStQRGhyRjI3dHRSaVlhaVlLekc0T3JwaQpYOHUrUXVz | |
|
|
666 | Ylh5WTFBQUFXSjBsRVFWUVIxZGdWWC9ocGVVSFJxSDlGNnpSQ2FFYVRRMUtMRnk4bUtDaUluSndj | |
|
|
667 | WnN5WWdhT2pJeUVoCklRQUVCUVh4MWx0dmtaeWN6TlNwVXdHd3M3TWpKaWFtWE51UzZVQkVwVGcr | |
|
|
668 | RWhxZGg3RkQ0UE5JeUs2dmRTSWhUTTdraDZRcWt5RzcKVlFPK0dzQTBuMms4MGY0Si9Yc3M1N0NK | |
|
|
669 | R1I2ZXNacnRsQ2VMZ3FFdlFQMnI4TTNtZ3R1OHlpRXBZWUVzNXBDVUtlWGs1UkFWSDBXdgpWcjIw | |
|
|
670 | amlLc2dnNjJyZ1NiWEJnNEU3bklVMVEzVmwwd0RsODdUSnRHYlhDb0xlZktpMHFTYndjYk54VE1h | |
|
|
671 | dHQ5a2RacGhEQXBzejZ0CnRxSmsvRUpVaWF3R3NHNHJUTzRCY2htR3FFYXNlZzlEYnBna3FreEtL | |
|
|
672 | L2g2TXd5RkE1Y1BhSjFHQ0pPdzJvS1JsNS9IdnN2NzZOMnEKdDlaUmhMVzYxZ1craHllL2VaTG8r | |
|
|
673 | T2l5Mnd0aDRheTJZUHgyNHplYTFXdEcwM3BOdFk0aXJObForUHpKenhuNjlWQmlycFR2MUc4aApM | |
|
|
674 | SVhWRmd3WnZ4Q21FdmhJSUo4OStSbER2eDVLN0pWWXJlTUlVV1dzdG1ESStJVXdwU0dQRE9IVEp6 | |
|
|
675 | NWx5TmREcEdnSXEyVlZGKzdaCjJ6djhkL2JRZndBaFFHcEo3N1NVaTh2TStTSTJTOTlPNVdXNTk3 | |
|
|
676 | L0JMWDlzWWZLUGs5azZkaXRkSCt4YXhudUYwSVpjdUFmL3ZadWUKMHpISWNvRlV1WnVlTUsyaDdZ | |
|
|
677 | Znl5Uk9mTU9UcklSeThlbERyT0VKVUt1dThEcU4xSkZ5VThRdWhqU2ZhUDRGU2lzQjFnV3g4WnFP | |
|
|
678 | TQpwUW1yWVZWN0dIck9FWEJSeGkrRWRwNTBmWkkxdzlZd1lzTUkxdnkyUnVzNFFsUUtLeXdZQ2xw | |
|
|
679 | SFFKd1VES0d0L2cvM1ovZjQzYnk1CiswM21oYytUU1FxRnhiTytndUZ3dG1BVzBWdk9XaWNSZ2c1 | |
|
|
680 | Tk9oQTFPWXFmei83TXVCL0drWldicFhVa0ljck5xczZTMHVsMDBIazEKT0lmRGQ2VWRCckNrTTNr | |
|
|
681 | czc0d2h5OWxPNVdVcDYwL0kzdDZCdE15Yk1BeW9DM3dEWlB4M2VmMzZqVWhOVFM1ak8wSlVIamxM | |
|
|
682 | cXBBTQplQXN6azVaMkUzSVViTXlEeTYvQzgyMmg4UjhVbnJtblB4VmNDRE5uaFFWRHhpK0VtVkky | |
|
|
683 | RVBZdTdIc1ZKdldDRGh1MFRpU0VVYXpyCnROb0dRSTBzU0hwRTZ5UkNsTzd3ODNEZEM0YVBoYmJi | |
|
|
684 | NEdldEF3bGhHT3ZhdzNEbTd1RW9uY1pCUlBWUkE1MU9kOTlIaWE0K0NpR0gKUWVrZ0NMbklUMWdF | |
|
|
685 | NnlvWXJaSHhDMkZpdVJTZlRjREEyUVd5NjhHUG44SXZNSGp0WU43Zjl6NzVLci9xSXd0UlR0WlhN | |
|
|
686 | R1Q4UWxpYQo0eEE3SlpZdHA3Y3c0S3NCWEVtOW9uVWlJVXBrTlFYamF0cFZxQTBrZE5BNmloQkdh | |
|
|
687 | OTJ3TmJ2SDc4YXZ0UitlSDNueTcvMy9KaWN2ClIrdFlRaFJoTlFVajhtSWtYS0xnVEJRaExGQU5t | |
|
|
688 | eHE4NmZjbSt5ZnZKK3g4R0o0ZmViTHIvQzZ0WXdtaFp6WGZycEVYSStHaTFpbUUKcUxoSEdqL0N6 | |
|
|
689 | Ly96TXd2NkxtRHlqNU1adVhFa2wxTXVheDFMQ09zcEdCRVhJeUJPNnhSQ1ZBNmRUc2RUcms5eDRz | |
|
|
690 | VVR1RG01NFJYaQp4WUk5QzhqSXlTajd6VUpVRWFzb0dBbnBDY1NueHNNTnJaTUlVYm5xMk5WaHZ2 | |
|
|
691 | OThZcWZFRW5zMWxvZVhQc3pDL1F0SnowN1hPcHFvCmhxeWlZT3k1dEllZUxYdUNuSkVvckpSTEl4 | |
|
|
692 | ZStIL1U5UC8zUFQwUmRpY0pscVFzTDlpd2dOYXZFVzBvS1VTV3NvbURJL2J1RlpTdjcKNGo5N2V3 | |
|
|
693 | Y0F2SnA1c2ZHWmpld2V2NXVUaVNkeFdlTEMzUEM1SkdmSTVJV2k2bGxGd1lpOEdDbDNOUk1Xck95 | |
|
|
694 | TC8vNDZRYUc3a3p0ZgpEZnVLcU9lanVKSjZoWWVYUHN5a3paUFlkMm1mM0hkRFZCbUxuOTQ4K1U0 | |
|
|
695 | eXJSYTNJbWwyRXJWcTFNS2NwcjIybk8yWVV4YjV6S1cxCnVkK2Y2dlhiMS9uUHIvL2gweU9mWXFP | |
|
|
696 | ellaTFhKTVo1anFOcHZhWmxyRmRVUjlWMmV2TjlsL2ZoKzZBdk5XMXJhaDFGQ00wMHE5ZU0KMlQx | |
|
|
697 | bmMrckZVNndldXBvVGlTZG92N3c5dzlZUEkvUjBLTG41dVZwSEZGYkE0dmN3Z25jRVkxL1RuamY5 | |
|
|
698 | M3J3NzBadjUvSXZRY3JaagpUbG5rTTVmV3h0Zy8xYlNzTk5ZZlg4K25SejdsVE5JWkF0b0dFTmd1 | |
|
|
699 | a0lGdEIrSlEyOEdvZFFuclV0NDlESXN2R0Q2cmZYaS8zL3Y0Ck9mdEp3YkNLTFBLWlMydFRrVC9W | |
|
|
700 | K05SNGZqcnpFMXZQYkNVOExweE9UVHNSMkM2UXdIYUJlRFR4S0gxV1hXR1ZxbTNCcVB0T1hSSm4K | |
|
|
701 | Si9KQWpRZWtZRmhGRnZuTUpiT2pZSEM4ZEliZTZqVXpONVB3dUhDMm50bksxdE5ieVZONURHdzdr | |
|
|
702 | TzRQZGNmM1FWL2FPN2JIUm1meApSNnZGZlZUYmd0SDdzOTVFVG96VVB6ZWZQM0JMMm80NVpaSFBY | |
|
|
703 | SkUyeHY0NUs2VTRsWGlLSGVkMkVIMGxtcGdyTVNUZVNlVFJGby9pCjg2QVBQZy82NFB1Z0w4M3JO | |
|
|
704 | emRxdmNLOGxiZGdXUHdkOS95Yy9iU09JSVRGMHVsMHVEbTU0ZWJrcG44dDhVNGlzVmRpaWI0U3pj | |
|
|
705 | ZUgKUHViNUg1K250bDF0ZkI3MHdjM1JqYllPYldubjBJNTJqZHZoVk1kSkRtZFZJNXJzWVVSR1Jo | |
|
|
706 | SVVGRVJ1Ymk0elpzeGcrdlRweGRxOAo5dHByckYrL25rYU5HckYyN1ZwY1hWMkx0ZEhwZE93NHU0 | |
|
|
707 | UCtEL2ZYUHpmUGZ4R0dBLzRtMkU1RjIreW01SnltekdJdGV4amgvTGN2CnpYY1BJenc4SEg5Ly8v | |
|
|
708 | dTJVVXB4L3VaNVlxL0c4a2ZpSDV5OWVaWXpTV2M0bTN5V25Qd2MyanEwL1c4UmNXaW5mKzVVMTZu | |
|
|
709 | U0RtMFoKa3RNY1dFcE9pOXJEbURsekppRWhJYlJ1M1pxQWdBREdqQm1EbzZPamZubE1UQXg3OXV6 | |
|
|
710 | aDRNR0RiTisrbmVEZ1lFSkRRMHRjVjQrVwpQVXdWdXdMQ0tmMkwySnlFWXhrNUxVRTRsdENYaG56 | |
|
|
711 | QjZYUTZIblo0bUljZEhpNjI3R2JHVGM0a0Z4U1BNMGxuQ0xzUXhxcURxemgzCjh4eTNNbS9SdUha | |
|
|
712 | am10UnRRcE82VFdoYXIybkJ6M1h1K2Jsd1dkMm0xTGFyWGFHYzVzQlNjcGFYeVF0R1Nrb0tBSDM2 | |
|
|
713 | RkZ5WlBXREEKQUtLam93a01ETlMzaVk2T1pzU0lFVGc0T0RCbXpCamVlT09OVXRkWHQyYmRxZzBz | |
|
|
714 | aE1Xb1ljRGhJVHVnNkkyWjVzK2ZmOS9saHF6agpyK3JYYjhTZG0zZEl2SlBJbitsLzZoODMwbS93 | |
|
|
715 | Wi9xZm5FaytvLy81ei9RL3VYSDdCanFkam5vMTYxSFhyaTUxYTliVi8xeXZaajB1Cm5MekFsUzFY | |
|
|
716 | OU04TC8zLzJyRGxrcHQ2QjdMdVJjaW1ZVSs2ZVI5M2E5aHo3N1ZkcTJOUW85V0dyczVWRGF3WXdl | |
|
|
717 | Y0dJalkwdGNuakoKM2QyZHFLaW9JZ1VqSmlhRzU1NTdUdi9jeWNtSmMrZk84ZkREeGYrRkk0UW9W | |
|
|
718 | RGpGeVAzODlkRFd2THVQMHBZYnNvN2kwdEowMk5uYQowYngrYzRNR3pKVlNaT1Jta0o2ZFRucE9P | |
|
|
719 | cmV6YjVPZWZmZi9jOUw1ejU3LzROUENSNzhzTlR1VnE3ZXZrdG5rRGp3NEVtcmVMbmpZClpvTk5i | |
|
|
720 | cEZIdXMwcEh2dnlNWEx5Y3NqTnp5M3hrYWZ5c05YWkZpa2lkcloycFJhWXdrTnRPZ3FLakU2blE0 | |
|
|
721 | ZU9hNGV1c2VYakxmcGwKaFVYb3IrMEtmOWF5WFhtWTVhQzNVcXJZOGJYU1BtVHgxdzNwak1wb1kr | |
|
|
722 | dzY1aHZRcGpLMlU1RTI4eWs5cHltem1QSXpWMldXK1FhMApxWXp0VkxUTlgzL25sYk9keXY0WCs2 | |
|
|
723 | WlZtMHBac3FITTk4WVpjTE9jdkx2L3l5TEx1R0IvY1QzMGVvWGViODVNWGpDNmR1M0tQLzd4CkQv | |
|
|
724 | M3o0OGVQTTNEZ3dDSnRmSDE5T1hIaUJBRUJBUUFrSkNUZzR1SlNiRjBXZkVhd0VFSllISk5mbmRP | |
|
|
725 | Z1FRT2c0RXlwdUxnNGR1N2MKaWErdmI1RTJ2cjYrYk5xMGlhU2tKTmF0VzRlYm0xdEpxeEpDQ0dG | |
|
|
726 | Q21oeVNXcng0TVVGQlFlVGs1REJqeGd3Y0hSMEpDUWtCSUNnbwpDQjhmSDNyMTZzV2pqejZLZzRN | |
|
|
727 | RGE5YXMwU0ttRUVLSWV5a3pGeEVSb1Z4ZFhWWGJ0bTNWMHFWTFMyd3paODRjMWFaTkc5VzVjMmQx | |
|
|
728 | Cjh1UkpFeWNzVUZiTzNidDNLM3Q3ZStYbDVhVzh2THpVMjIrL2JmS01FeWRPVkUyYU5GRWVIaDZs | |
|
|
729 | dGpHSHZpd3Jwem4wcFZKS1hicDAKU2ZuNyt5dDNkM2ZsNStlbjFxNWRXMkk3cmZ2VWtKeGE5MmxH | |
|
|
730 | Um9ieThmRlJucDZleXRmWFYzMzQ0WWNsdHRPNkx3M0pxWFZmM2lzMwpOMWQ1ZVhtcElVT0dsTGpj | |
|
|
731 | MlA0MCs0TGg1ZVdsSWlJaVZGeGNuR3JmdnIxS1NFZ29zanc2T2xyMTdObFRKU1VscVhYcjFxbkF3 | |
|
|
732 | RUN6CnpMbDc5MjQxZE9oUVRiSVZpb3lNVkljUEh5NzFpOWhjK3JLc25PYlFsMG9wZGUzYU5YWGt5 | |
|
|
733 | QkdsbEZJSkNRbXFUWnMyS2pVMXRVZ2IKYytoVFEzS2FRNSttcDZjcnBaVEt6TXhVSFRwMFVHZk9u | |
|
|
734 | Q215M0J6NlVxbXljNXBEWHhaYXVIQ2hHanQyYklsNXl0T2ZaajNEMkwzWApiTFJ1M1ZwL3pjYTkv | |
|
|
735 | bnJOeHNtVEo4MHlKMmcvU04rN2QyOGFOV3BVNm5KejZFc29PeWRvMzVjQXpabzF3OHZMQ3dCSFIw | |
|
|
736 | YzZkT2pBCndZTUhpN1F4aHo0MUpDZG8zNmQxNnRRQjRQYnQyK1RtNWxLclZxMGl5ODJoTDZIc25L | |
|
|
737 | QjlYd0xFeDhmejAwOC84Znp6ejVlWXB6ejkKYWRZRm83UnJOdTRWRXhPRHU3dTcvbm5oTlJ1bVpF | |
|
|
738 | aE9uVTdIL3YzNzhmTHk0dVdYWHpaNVJrT1lRMThhd2h6Nzh1elpzeHcvZmh3ZgpINThpcjV0Ym41 | |
|
|
739 | YVcweHo2TkQ4L0gwOVBUNW8yYmNxMGFkTm8yYkpsa2VYbTBwZGw1VFNIdmdTWU5Xc1dIM3p3QVRZ | |
|
|
740 | MkpYL05sNmMvCnpicGdHRUlaY2MyR2xqcDM3c3pseTVlSmpZM0YzZDJkbVRObmFoMnBHT25MOGts | |
|
|
741 | TFMyUFVxRkVzV3JTSXVuV0x6anhnVG4xNnY1em0KMEtjMk5qYjgrdXV2bkQxN2xwVXJWM0xreUpF | |
|
|
742 | aXk4MmxMOHZLYVE1OUdSb2FTcE1tVGZEMjlpNTFiNmM4L1duV0JhTnIxNjZjT25WSwovL3o0OGVO | |
|
|
743 | MDY5YXRTSnZDYXpZS2xYYk5SbFV5SkdmOSt2V3BVNmNPZG5aMlRKNDhtZGpZV0xLeUtuYUJVR1V6 | |
|
|
744 | aDc0MGhEbjFaVTVPCkRzT0hEK2U1NTU3anlTZWZMTGJjWFBxMHJKem0xS2ZPenM0TUhqeTQyR0Zk | |
|
|
745 | YytuTFFxWGxOSWUrM0w5L1B6LysrQ050MnJSaHpKZ3gKL1BMTEw0d2JONjVJbS9MMHAxa1hERXU1 | |
|
|
746 | WnNPUW5EZHUzTkJYOHkxYnR0Q3BVNmNTajMxcXlSejYwaERtMHBkS0tTWlBub3lIaHdjdgp2ZlJT | |
|
|
747 | aVczTW9VOE55YWwxbnlZbUpuTHIxaTBBa3BLUzJMRmpSN0hDWmc1OWFVaE9yZnNTWU1HQ0JWeStm | |
|
|
748 | SmtMRnk3d3pUZmY4UGpqCmovT2YvL3luU0p2eTlLZFpUZzF5TDB1NVpxT3NuTjkrK3kyclZxMmlS | |
|
|
749 | bzBhZE9yVWlZVUxGNW84NDVneFk0aUlpQ0F4TVpHV0xWc3kKZi81OGNuSnk5Qm5OcFMvTHlta09m | |
|
|
750 | UW13Yjk4KzFxeFpRNmRPbmZEMjlnWUsvbEF2WGJxa3oyb09mV3BJVHEzNzlOcTFhNHdmUDU2OAp2 | |
|
|
751 | RHlhTld0R2NIQXd6WnMzTjd1L2RVTnlhdDJYSlNrODFGVFIvclRvTys0SklZUXdIYk0rSkNXRUVN | |
|
|
752 | SjhTTUVRUWdoaEVDa1lRZ2doCkRDSUZRd2doaEVHa1lJaEtaV05qUTNCd3NQNzV2Ly85NzcvY0Fy | |
|
|
753 | VHErZnY3Yy9qd1lRQUNBd05KVFUydDBQckN3OE1aT25Tb3dhOVgKeGJhcTB0V3JWM25tbVdkTXVr | |
|
|
754 | MWhtYVJnaUVwVnMyWk52di8rZTVLU2tnRGpyOFROeTh1cmNJWjd0N2wxNjFiczdlMHJ2RTVyMXFK | |
|
|
755 | RgpDelp1M0toMURHRUJwR0NJU21Wblo4Y0xMN3pBb2tXTGlpMjdldlVxTTJmT3hOUFRrMW16Wm5I | |
|
|
756 | anhnMEFKa3lZd01zdnY0eXZyeSt2CnZ2b3FFeWRPNUpWWFhzSEh4NGYyN2R0ejVNZ1JYbmpoQlRw | |
|
|
757 | MDZNQzhlZlAwNi92NzMvOU8xNjVkNmRHakI2dFhyeTR4ajdPek0wbEoKU1h6MDBVZDRlM3ZqN2Ux | |
|
|
758 | Tm16WnRlUHp4eDRHQ2VjREdqUnVIcjY4dmMrYk0wVitSR3hzYlM5KytmZkgyOW1iNzl1MWxmdTZN | |
|
|
759 | akF3KwovUEJEL1B6OENBd01KRHc4SElEdTNic1h1WnEyY084bk16T3p4UGFsdVh6NU1vTUdEY0xM | |
|
|
760 | eXd0UFQwL09uVHRIWEZ3Yzd1N3VUSjQ4CkdUYzNOK2JQbjYvUC8vYmJiK1BqNDBQWHJsMVpzR0JC | |
|
|
761 | a2ZXODhzb3JlSHQ3MDZWTEZ5NWN1RUJjWEJ3ZE8zWUU0SXN2dm1EMDZORU0KSGp3WUR3OFBsaTVk | |
|
|
762 | cW4vdnRtM2I2TjY5T3o0K1ByejAwa3RNbno2OVdNNmpSNC9TdDI5ZnZMeTg2Tnk1TTdkdjN5Nno3 | |
|
|
763 | NFFGcWNqVQp1VUw4VmIxNjlWUnFhcXB5ZG5aV0tTa3A2dC8vL3JlYU4yK2VVa3FwV2JObXFmZmZm | |
|
|
764 | MThwcGRTQ0JRdlU3Tm16bFZKS2pSOC9Ydm41CitlbW4zSjR3WVlJYU5HaVF5c3JLVWw5ODhZV3FW | |
|
|
765 | NitlQ2c4UFYxbFpXY3JOelUwL2RYeHljckpTU3Ftc3JDemw2K3VyYnQrK3JaUlMKeXQvZlh4MDZk | |
|
|
766 | RWdwcFpTenM3TktTa3JTNTh2SnlWRzllL2RXb2FHaCtyYTNidDFTU2lrMWUvWnM5YzAzM3lpbGxP | |
|
|
767 | clVxWk9Lam81Vwp0Mi9mVmdNSERpeHhldWpkdTNmcjd6UHcrZWVmcXlWTGxpaWxsTHArL2JyeThm | |
|
|
768 | RlJTaW0xYU5FaU5YZnVYS1dVVWxldlhsWHQyN2UvCmIvdDcxM212dVhQbnFrOCsrVVQvR1RJeU10 | |
|
|
769 | U0ZDeGVVVHFkVDMzMzNuY3JNekZSUFAvMjArdmJiYjR2MFRXNXVyaG82ZEtnNmRlcVUKdnE5WHJG | |
|
|
770 | aWg3N2M3ZCs2b0N4Y3U2S2VTLy96enoxV1RKazNVMWF0WFZXcHFxbnJvb1lkVWRuYTJ5c25KVWM3 | |
|
|
771 | T3p1ckNoUXNxS1NsSgpkZTdjV1UyZlByMVl6dkhqeDZ1d3NEQ2xWTUUwNExtNXVjWGFDTXNsZXhp | |
|
|
772 | aTB0V3ZYNTl4NDhZVitkY3B3TTgvLzh5a1NaTUFtRHg1Ck1sdTJiQUVLRGlHTkdER0MrdlhyNjl1 | |
|
|
773 | T0dER0NtalZyMHIxN2R4bzJiSWlmbng4MWE5YkUyOXRiUHhQd3pwMDdDUXdNeE52Ym0vUG4Kei9Q | |
|
|
774 | TEw3K1VtVzNHakJuMDdkdVh3TUJBRGgwNnhMRmp4L0QzOThmYjI1dlEwRkFpSXlPNWN1VUtTaWw4 | |
|
|
775 | Zkh5b1c3Y3VvMGFOS25PNgo2azJiTnJGNjlXcTh2YjBaT0hBZ04yN2M0TUtGQzR3Y09aSnZ2LzBX | |
|
|
776 | Z0EwYk51akhDa3BxZi83OCtWTFgzN1ZyVnhZdlhzeDc3NzFICmNuSXlEenp3QUZBd0xjMndZY09v | |
|
|
777 | VmFzV1k4YU1ZZHUyYlFBY1BIaVE0Y09IMDZsVEp3NGZQc3lPSFR2SXpzNW05KzdkVEpreUJTZzQK | |
|
|
778 | ZkZpN2R1MWkyeG93WUFETm16ZW5mdjM2dUx1N2MvandZYUtpb3VqWXNTUE96czQ0T0Rqd3hCTlBs | |
|
|
779 | TmduM2J0M1o4NmNPU3hmdnB6YwozRnhzYlczTC9KMEl5MkgyVTRNSXkvVFNTeS9SdVhObkprNmNX | |
|
|
780 | T1QxMHI1NG16ZHZYdVI1NGZ4Y05XdldwR0hEaHZyWGE5YXNTWFoyCk5tbHBhY3laTTRjOWUvYnc0 | |
|
|
781 | SU1QTW16WU1HN2V2SG5mVEY5ODhRV1hMMTltNWNxVlFNRTAxUjRlSHV6ZXZidEl1L2o0ZU1NKzVE | |
|
|
782 | M3kKOC9OWnNXSUZmZnIwS2Jhc2NlUEcvUDc3NzJ6WXNFRS9OVU5wN1F1bjYvaXJ3TUJBdW5UcHdw | |
|
|
783 | bzFhK2pac3ljYk4yNHMwaStGQ3NkdgpwaytmenJmZmZvdUhod2V6WnMzaTVzMmI2SFM2RW1jby9h | |
|
|
784 | dS85bmRtWmlZMWF0UW9NalpVMmpxQ2dvTG8zNysvZmlxUzZPaG9talp0CmV0L3RDY3NoZXhpaVNq | |
|
|
785 | UnExSWlSSTBmeTZhZWY2cjlvQmc4ZXpKZGZma2wrZmo2ZmZmWVpUenp4UkxuV3JaVGkxcTFiMk5u | |
|
|
786 | WjBheFoKTTA2ZlBzMnVYYnZ1KzU1RGh3NnhjT0ZDdnZycUsvMXJYYnQyNWNhTkcvbzlsdlQwZE02 | |
|
|
787 | Y09jTkREejJFcmEwdHNiR3hwS2VuczJIRApoakl6alIwN2xwQ1FFTkxTMGdDS1RIazlhdFFvM252 | |
|
|
788 | dlBWSlRVL0h3OENpemZVa3VYTGlnbjd1b2I5KysrbkdSbEpRVWZ2amhCN0t5CnNsaS9majBEQnc0 | |
|
|
789 | a016T1R0TFEwbkoyZHVYTGxDcHMzYndZS3hwY2VlK3d4VnE5ZWpWS0tyS3dzTWpJeXl2eHNPcDJP | |
|
|
790 | YnQyNjhmdnYKdnhNWEYwZHljaktob2FFbG50Qnc3dHc1WEZ4YytOLy8vVjljWFYzTjRsNGxvdkpJ | |
|
|
791 | d1JDVjZ0NHZrVmRlZVlYRXhFVDk4K0RnWUM1ZAp1b1MzdHpjM2J0emc1WmRmTHZGOWYzMWUwcktX | |
|
|
792 | TFZzeWZQaHdQRHc4bURadFdxbW5vaGIrcTNyRmloWGN2SG1UeHg1N0RHOXZiMTU0CjRRVUF2dnJx | |
|
|
793 | SzFhdFdrV25UcDNvMGFNSGYvenhCd0FmZi93eHI3MzJHcjE2OWNMVDA3UEVMMGVkVHFkL2ZjU0lF | |
|
|
794 | Zmo0K0JBUUVJQ0gKaHdkejU4N1Z0eHN4WWdUcjE2OW41TWlSUlY0cnFmMjk2N3pYaGcwYjhQRHdv | |
|
|
795 | R3ZYcnR5NWMwZS9MbGRYVjM3ODhVZTh2THp3OFBBZwpNRENRQng1NGdEbHo1dURqNDhPb1VhTVlQ | |
|
|
796 | SGl3ZmozdnZQTU9aOCtleGRQVGs1NDllK3BQUENqY1ptbmJ0N1cxWmZueTVZd2FOWXFCCkF3ZlNz | |
|
|
797 | V05IMnJScFU2emRraVZMNk5peEl6NCtQcmk2dXRLalI0OFNmeS9DTXNua2cwSllxTGk0T0lZT0hj | |
|
|
798 | cnZ2Lzl1a3UybHA2ZFQKdDI1ZFVsSlNHREprQ0o5ODhnbnQyN2MzeWJhRmVaQXhEQ0VzbUNudk9E | |
|
|
799 | ZHYzanpDd3NLd3M3UGoyV2VmbFdKUkRja2VoaEJDQ0lQSQpHSVlRUWdpRFNNRVFRZ2hoRUNrWVFn | |
|
|
800 | Z2hEQ0lGUXdnaGhFR2tZQWdoaERDSUZBd2hoQkFHK1g4TEF4UDFCZTVmQkFBQUFBQkpSVTVFCnJr | |
|
|
801 | SmdnZz09Cg== | |
|
|
802 | </png> | |
|
|
803 | </output> | |
|
|
804 | </outputs> | |
|
|
805 | </codecell> | |
|
|
806 | <markdowncell> | |
|
|
807 | <source>## Parallel calculation of nearest neighbor eigenvalue distribution</source> | |
|
|
808 | </markdowncell> | |
|
|
809 | <markdowncell> | |
|
|
810 | <source>Here we perform a parallel computation, where each process constructs and diagonalizes a subset of | |
|
|
811 | the overall set of random matrices.</source> | |
|
|
812 | </markdowncell> | |
|
|
813 | <codecell> | |
|
|
814 | <input>def parallel_diffs(rc, num, N): | |
|
|
815 | nengines = len(rc.targets) | |
|
|
816 | num_per_engine = num/nengines | |
|
|
817 | print "Running with", num_per_engine, "per engine." | |
|
|
818 | ar = rc.apply_async(ensemble_diffs, num_per_engine, N) | |
|
|
819 | diffs = np.array(ar.get()).flatten() | |
|
|
820 | normalized_diffs = normalize_diffs(diffs) | |
|
|
821 | return normalized_diffs</input> | |
|
|
822 | <language>python</language> | |
|
|
823 | <prompt_number>11</prompt_number> | |
|
|
824 | <collapsed>1</collapsed> | |
|
|
825 | <outputs /> | |
|
|
826 | </codecell> | |
|
|
827 | <codecell> | |
|
|
828 | <input>client = Client() | |
|
|
829 | view = client[:] | |
|
|
830 | view.run('rmtkernel.py') | |
|
|
831 | view.block = False</input> | |
|
|
832 | <language>python</language> | |
|
|
833 | <prompt_number>12</prompt_number> | |
|
|
834 | <collapsed>1</collapsed> | |
|
|
835 | <outputs /> | |
|
|
836 | </codecell> | |
|
|
837 | <codecell> | |
|
|
838 | <input>parallel_nmats = 40*serial_nmats | |
|
|
839 | parallel_matsize = 50</input> | |
|
|
840 | <language>python</language> | |
|
|
841 | <prompt_number>13</prompt_number> | |
|
|
842 | <collapsed>1</collapsed> | |
|
|
843 | <outputs /> | |
|
|
844 | </codecell> | |
|
|
845 | <codecell> | |
|
|
846 | <input>%timeit -r1 -n1 parallel_diffs(view, parallel_nmats, parallel_matsize)</input> | |
|
|
847 | <language>python</language> | |
|
|
848 | <prompt_number>14</prompt_number> | |
|
|
849 | <collapsed>0</collapsed> | |
|
|
850 | <outputs> | |
|
|
851 | <output> | |
|
|
852 | <output_type>stream</output_type> | |
|
|
853 | <text>Running with 10000 per engine. | |
|
|
854 | 1 loops, best of 1: 14 s per loop</text> | |
|
|
855 | </output> | |
|
|
856 | <output> | |
|
|
857 | <output_type>stream</output_type> | |
|
|
858 | <text /> | |
|
|
859 | </output> | |
|
|
860 | </outputs> | |
|
|
861 | </codecell> | |
|
|
862 | <codecell> | |
|
|
863 | <input>pdiffs = parallel_diffs(view, parallel_nmats, parallel_matsize)</input> | |
|
|
864 | <language>python</language> | |
|
|
865 | <prompt_number>15</prompt_number> | |
|
|
866 | <collapsed>0</collapsed> | |
|
|
867 | <outputs> | |
|
|
868 | <output> | |
|
|
869 | <output_type>stream</output_type> | |
|
|
870 | <text>Running with 10000 per engine.</text> | |
|
|
871 | </output> | |
|
|
872 | </outputs> | |
|
|
873 | </codecell> | |
|
|
874 | <markdowncell> | |
|
|
875 | <source>Again, the agreement with the Wigner distribution is excellent, but now we have better | |
|
|
876 | statistics.</source> | |
|
|
877 | </markdowncell> | |
|
|
878 | <codecell> | |
|
|
879 | <input>hist_data = hist(pdiffs, bins=30, normed=True) | |
|
|
880 | plot(s, rhos) | |
|
|
881 | xlabel('Normalized level spacing s') | |
|
|
882 | ylabel('Probability $P(s)$')</input> | |
|
|
883 | <language>python</language> | |
|
|
884 | <prompt_number>16</prompt_number> | |
|
|
885 | <collapsed>0</collapsed> | |
|
|
886 | <outputs> | |
|
|
887 | <output> | |
|
|
888 | <output_type>pyout</output_type> | |
|
|
889 | <text>&lt;matplotlib.text.Text at 0x376c950&gt;</text> | |
|
|
890 | <prompt_number>16</prompt_number> | |
|
|
891 | </output> | |
|
|
892 | <output> | |
|
|
893 | <output_type>display_data</output_type> | |
|
|
894 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVl3QUFBRU1DQVlBQUFEWGlZR1NBQUFBQkhOQ1NWUUlD | |
|
|
895 | QWdJZkFoa2lBQUFBQWx3U0ZsegpBQUFMRWdBQUN4SUIwdDErL0FBQUlBQkpSRUZVZUp6dDNYbGNW | |
|
|
896 | UFgreC9IWElMZ2pMcWhvRm1xaGdDZ01Db2dtVG01Z3FOMVNNNjFjCjZoWmxpcmxVMXErdVdyZHVk | |
|
|
897 | YStwbVJyWnRWVXJ5OHF0TWt6SDBRVEVMWGROQlJPM0ZCVlEyVG0vUDRpNWptd3pNTXlaWVQ3UCs1 | |
|
|
898 | aEgKek16WDcvZk40VElmenZtZTh6MGFSVkVVaEJCQ2lFcTRxQjFBQ0NHRVk1Q0NJWVFRd2l4U01J | |
|
|
899 | UVFRcGhGQ29ZUVFnaXpTTUVRUWdoaApGaWtZUWdnaHpLSkt3VEFZRFBqNStlSGo0OFBDaFF0THZa | |
|
|
900 | K1ZsY1gwNmRNSkNnb2lQRHljRXlkT3FKQlNDQ0hFelZRcEdGT21UQ0V1CkxvNk5HemV5YU5FaUxs | |
|
|
901 | MjZaUEwrRjE5OFFYNStQbnYzN3VXZGQ5N2grZWVmVnlPbUVFS0ltOWk4WUdSa1pBQVFFUkdCdDdj | |
|
|
902 | M2d3WU4KSWlrcHlhVE5wazJiaUk2T0JpQThQSnpqeDQvYk9xWVFRb2hiMkx4Z0pDY240K3ZyYTN6 | |
|
|
903 | dTcrOVBZbUtpU1p2SXlFaSsrT0lMc3JPegpXYk5tRGZ2Mzd5Y2xKY1hXVVlVUVF0ekVWZTBBWlJr | |
|
|
904 | MWFoUnBhV24wN2R1WHpwMDc0K1BqUTcxNjlVcTEwMmcwS3FRVFFnakhWNlZWCm9SUWJ1M3IxcWhJ | |
|
|
905 | VUZHUjhQbW5TSkdYZHVuWGx0cy9LeWxJQ0F3UExmRStGK0ZVeWE5WXN0U09ZUlhKYWp5TmtWQlRK | |
|
|
906 | YVcyT2tyT3EKbjUwMlB5VGw0ZUVCRko4cGxacWFTbng4UEdGaFlTWnRNakl5eU12TDQ4YU5HL3py | |
|
|
907 | WC85aTRNQ0J0bzRwaEJEaUZxb2NrcG8vZno0eApNVEhrNStjVEd4dUxwNmNuY1hGeEFNVEV4SERv | |
|
|
908 | MENIR2p4OVBVVkVSNGVIaHZQLysrMnJFRkVJSWNSTlZDa2Jmdm4wNWZQaXd5V3N4Ck1USEdyOFBE | |
|
|
909 | d3psNjlLaXRZOVVZblU2bmRnU3pTRTdyY1lTTUlEbXR6VkZ5VnBYbXIrTlpEa21qMFZSdDRrWUlJ | |
|
|
910 | WnhZVlQ4N1pXa1EKSVlRUVpwR0NJWVFRd2l4U01JUVFRcGhGQ29ZUVFnaXpTTUVRUWdoaEZpa1lR | |
|
|
911 | Z2doekNJRlF3Z2hoRm1rWUFnaGhEQ0xGQXdoaEJCbQprWUloaEJEQ0xGSXdoQkJDbUVVS2hnTnEw | |
|
|
912 | cVE1R28ybTBrZVRKczNWamlxRXFFVms4VUVIVkh5blFYTytiK2ZjUGtLSWlzbmlnMElJCklXcVVG | |
|
|
913 | QXdoaEJCbVVhVmdHQXdHL1B6ODhQSHhZZUhDaGFYZXo4N09adHk0Y1dpMVd2cjI3Y3ZxMWF0VlND | |
|
|
914 | bUVFT0ptcXN4aGFMVmEKRml4WWdMZTNONUdSa1d6YnRnMVBUMC9qKysrLy96Nzc5dTFqOGVMRm5E | |
|
|
915 | cDFpbjc5K25IOCtQRy9qdDNmRkY3bU1DcHI2WlRiUndoUgpNWWVadzhqSXlBQWdJaUlDYjI5dkJn | |
|
|
916 | MGFSRkpTa2trYkR3OFBzckt5eU0vUDUvTGx5elJzMkxCVXNSQkNDR0ZiTnIrbmQzSnlNcjYrCnZz | |
|
|
917 | Ym4vdjcrSkNZbUVoMGRiWHh0OU9qUnJGMjdGazlQVHdvS0NraElTQ2kzdjltelp4dS8xdWwwdGY2 | |
|
|
918 | ZXVrSUlZU205WG85ZXI2OTIKUHpZdkdPWjQ3NzMzY0hWMTVkeTVjK3pmdjUvbzZHaE9uVHFGaTB2 | |
|
|
919 | cEhhS2JDNFlRUW9qU2J2MWplczZjT1ZYcXgrYUhwRUpDUWpoeQo1SWp4K2NHREIrblpzNmRKRzRQ | |
|
|
920 | QndNTVBQMHpEaGcwSkN3dWpiZHUySER0MnpOWlJhd0ZYdWNCUENHRTFOaThZSGg0ZVFIRlJTRTFO | |
|
|
921 | CkpUNCtuckN3TUpNMi9mdjNaKzNhdFJRVkZYSHk1RWt1WDc1c2NoaExtS3VBNHNueGloOVpXVmRV | |
|
|
922 | U3lpRWNCeXFISkthUDM4K01URXgKNU9mbkV4c2JpNmVuSjNGeGNRREV4TVR3MEVNUGNlalFJWHIw | |
|
|
923 | NkVITGxpMVpzR0NCR2pHRkVFTGNSSllHc1JOTm1qUzM4Qzk5ODA2cgpsZE52aFJDM3F1cG5weFFN | |
|
|
924 | TzJIK3RSVmdTU0dRZ2lHRXVKWERYSWNoaEJEQ01VbkJFRUlJWVJhN3ZBNURtRXVCSm1lZzBaK1E0 | |
|
|
925 | d0U1CnpTQzdHY1dIb29RUXdycWtZRGlhQnVrUUFIVHREVjYvUWE0N1hHOE45VEtoNFNXNDVnVkho | |
|
|
926 | OEhSb1hBYUtES25VMWV6bGw1eGQyOUcKWnVibGFuNERRZ2hISlpQZWRxTFNTVyszNjNEUExBaitF | |
|
|
927 | SDdQZ045K2dOTzlJTmZqcGtZS3ROa0RuZGRBNTlWUWJ5OXMvQm9PRGFmaQp2UTZaSEJmQ21jaFpV | |
|
|
928 | ZzZ1d29KeDU4OHc1Q2s0SFE0YjVoWHZVWmp6QWQ5QkE1R0JrTmNZTnJ3RFowTExHOTI4L3FSZ0NG | |
|
|
929 | RXJTTUZ3CmNHVVdERTBoREk2RlR1dGgzUkk0UHJqa2pkSnR5KzRWTkFVUStDbjBmd2tTbjRWZm42 | |
|
|
930 | ZjAzb1lVRENHY2lSUU1CMWVxWUxqa3d3T1AKUXNPTDhPWDNrT2QrYzJzc3ZnNmp5V2tZTlJ5dWRJ | |
|
|
931 | RFZ5eUMvVVpYNnF5M2JXd2huSnRkaDFDYXVPY1VmN203WFljWDZXNHBGRldYZQpEaDhaSUw4aC9E | |
|
|
932 | MGNQUDZvZnA5Q0NLY2lCY1BlMU1tRjBjTWd2d0Y4OVMwVTFMZGUzd1gxaS9jdWZoc0w0L3BCNDNQ | |
|
|
933 | VzYxc0lVZXZKCmFiWDJKdXJaNHIyQVZTdEFxVk1EQTJoZys0emlRMTVqQjhESGVyaFJBOE1JSVdv | |
|
|
934 | ZEtSajJKT2dqNkxBSmxpYlhVTEc0eWJZWG9lNDEKZURRU1BnRnlhblk0SVlUamswTlM5cUlOTVBC | |
|
|
935 | NStPbzd5RzFpbXpFMy9STk85WUdIS1M0ZVFnaFJBU2tZZGlEOVJqbzhDS3hmQWhmOQpiVGl5cHZp | |
|
|
936 | NmpvdkE4REdnTWV1eWNDR0VrMUtsWUJnTUJ2ejgvUER4OFdIaHdvV2wzdi9QZi82RFZxdEZxOVhT | |
|
|
937 | dFd0WFhGMWR1WHIxCnFncEpiU1AycDFnNEFod2FZZnZCRlJkWVQvR1NJM2UvYWZ2eGhSQU9RNVhy | |
|
|
938 | TUxSYUxRc1dMTURiMjV2SXlFaTJiZHVHcDZkbm1XM1gKclZ2SC9QbnoyYmh4WTZuM2FzTjFHQnVP | |
|
|
939 | YitEcDlVK1Q4bHdLNUt0M1B3emMwK0RKSHZEZFozQnlRTG50SEgxN0N5RWM2RHFNakl3TQpBQ0lp | |
|
|
940 | SXZEMjltYlFvRUVrSlNXVjIzN0ZpaFdNSGozYVZ2RnM2a2IrRFNiK01KRkY5eTZDZkpYRFpOMEcz | |
|
|
941 | eTZIK3g4dHZzaFBDQ0Z1CllmT0NrWnljaksrdnIvRzV2NzgvaVltSlpiYTljZU1HR3pac1lQanc0 | |
|
|
942 | YmFLWjFPdkdWNGpwRzBJZzMwR1Y5N1lGbEw2UWRJVWVIQWsKMU1sVE80MFF3czdZOVdtMWE5ZXU1 | |
|
|
943 | ZTY3NzZacDA2Ymx0cGs5ZTdieGE1MU9oMDZucS9sZ1ZyRC93bjcrdS91LzdIdDZuOXBSVEcxNwpB | |
|
|
944 | ZG9sd3NEbjRLY0ZhcWNSUWxpQlhxOUhyOWRYdXgrYnoyRmtaR1NnMCtuWXMyY1BBSk1uVHlZcUtv | |
|
|
945 | cm82T2hTYmUrLy8zNUdqUnJGClF3ODlWR1pmampxSG9TZ0t1azkwakFrWVEweVBHRUQ5ZTNxYnRL | |
|
|
946 | dC9CU1oyaFc4L2gxU2RTVHRIM041Q0NGTU9NNGZoNFZGOC93YUQKd1VCcWFpcng4ZkdFaFlXVmFw | |
|
|
947 | ZVJrWUhCWU9DKysrNnpkY1FhRjM4eW5ndlhMdkQzNEwrckhhVnNPYzFnL1dJWTl2Zmk5YXlNaW0r | |
|
|
948 | MApaTTZqU1pQbXFzVVhRdFFNVlU2cm5UOS9QakV4TVF3WU1JQ0pFeWZpNmVsSlhGd2NjWEZ4eGpi | |
|
|
949 | ZmYvODlrWkdSTkdqUVFJMklOVVpSCkZGN1ovQXF6ZGJPcDQxTERWM05YeDlGaGtCWUcvVjY1NmNV | |
|
|
950 | Q2l2ZEVLbjlrWlYyeGNXQWhSRTJUNWMxdGJQMng5Y3o4WlNhL1BmVWIKTHByLzFXdTdPaVJWb3VF | |
|
|
951 | bGVMb3JyRnhWZkhjL3Mvc3I3dFBSZmpaQ09BdUhPU1RsekJSRjRSLzZmekJITjhla1dOaXRHNTd3 | |
|
|
952 | NDBLNAo3N0hpSmRlRkVFN05BVDYxYW8vdmozeVBvaWpjNzN1LzJsSE1kMmdFL0JrQWZlZW9uVVFJ | |
|
|
953 | b1RJcEdEWlNwQlR4RC8wL2VQV2VWLzg2Ci9PUkExaThDN1RKb3EzWVFJWVNhcEdEWXlOY0h2NmFS | |
|
|
954 | V3lPaWZVcWZQbXozcnJlR24rZkNNSXJ2TXk2RWNFb3k2VjNEbWpScFR0YTEKS3pBUitBazRVVkZy | |
|
|
955 | TzV2ME5xSEFCQmZZRndlN25qU3JUM3YvMlFqaHJHVFMyMDVsWlYyQk8zK0VnaUE0VVVUNXA2TGFP | |
|
|
956 | dzM4Q056egpENmhmZTFjT0ZrS1VUd3FHTFlRdWhCMlRLZjVMM29HZEI0NE9oWWpYMUU0aWhGQ0JG | |
|
|
957 | SXlhMWh5NExSbjIxNUlWZHpmOUU0SStnUmJICjFFNGloTEF4S1JnMUxRVFk4eGdVMUpJcjFxKzNM | |
|
|
958 | bDZnY05CMHRaTUlJV3hNQ2tZTnVwWjNEUUtCNUtmVmptSmRTYkhnZVFUdTNLQjIKRWlHRURVbkJx | |
|
|
959 | RUdmNy9zY1RnRVozbXBIc2E3Q2VzV24yVVpOQlJlMTcvd2toTEFWS1JnMVJGRVUzdHZ4SHBSL00w | |
|
|
960 | SEhkblFvWkxhRApIdStyblVRSVlTTlNNR3JJNXRUTnhWK2txaHFqQm1uZ3AzblE5elZva0s1MkdD | |
|
|
961 | R0VEVWpCcUNFTGR5eGtVdWdrdFdQVXJJdGQ0T0NECm9KTjFwb1J3QmxJd2FrQmFaaHFHVXdZZTZm | |
|
|
962 | YUkybEZxbm40V2RGME9IcWZVVGlLRXFHRlNNR3JBOG4zTEdlRS9nc1oxRzZzZHBlYmQKYUFuSkU2 | |
|
|
963 | SHZxMm9uRVVMVU1GVUtoc0Znd00vUER4OGZIeFl1WEZobW0rVGtaRUpDUXZEejgwT24wOWsyWURV | |
|
|
964 | b2lzSm4rejdqa2E1TwpzSGRSSW1FNmRGNGpGL01KVWN1cHN2aWdWcXRsd1lJRmVIdDdFeGtaeWJa | |
|
|
965 | dDIvRDA5RFMrcnlnSzNicDFZOTY4ZVF3WU1JQkxseTZaCnZGL0NIaGNmL08zOGI5ejM1WDJjbkhJ | |
|
|
966 | U0Y0MkxCWGZTczhNNzdsblNyczhiMEdvL3JQckMyTmJlZmpaQ2lHSU9zL2hnUmtZR0FCRVIKRVho | |
|
|
967 | N2V6Tm8wQ0NTa2t6UFBkMjVjeWZkdW5WandJQUJBR1VXQzN2MTJiN1BlS1RiSTQ1eFJ6MXJTb3FG | |
|
|
968 | RHB1aDlUNjFrd2doYW9qTgpQOVdTazVQeDlmVTFQdmYzOXljeE1kR2t6WVlORzlCb05QVHAwNGVo | |
|
|
969 | UTRleVlZTmpYRkZjV0ZUSWl2MHJlTGpydzJwSHNiMjh4ckJ0Ckp0enppdHBKaEJBMXhGWHRBR1hK | |
|
|
970 | eWNsaDc5NjliTnk0a1JzM2JqQnc0RUFPSERoQWd3YWwxMk9hUFh1MjhXdWRUcWZxZk1lbWxFMjAK | |
|
|
971 | ZFcrTFgwcy8xVEtvYXVkVEVENFhia3VDTTJxSEVVS1UwT3YxNlBYNmF2ZGo4NElSRWhMQ2M4ODla | |
|
|
972 | M3grOE9CQm9xS2lUTnFFaDRlVAptNXVMbDVjWEFEMTY5TUJnTUJBWkdWbXF2NXNMaHRvKzMvKzVj | |
|
|
973 | NXhLVzU2QyttQjRCZnE5REorcEhVWUlVZUxXUDZibnpLbmF0Vk1XClRYb1hGUldSa0pCQWFtb3FG | |
|
|
974 | eTllcEduVHBuVHAwb1h1M2J2ajRtTCswYTJTU2U4NzdyaURxS2lvVXBQZTZlbnBEQjQ4R0wxZVQw | |
|
|
975 | NU8KRGoxNzltVDM3dDAwYm14Nm1xbzlUWHBmejd0T3UzbnRPUExNRVZvM2JtMTgzV2ttdlV1NDVN | |
|
|
976 | TWtYMWh6Q2xJcnY1MnJ1M3N6TWpNdgptekcyRU1KYXF2clphZFllUmw1ZUh2UG16YU93c0pDbVRa | |
|
|
977 | dlNzV05IdW5UcFFscGFHdHUzYjJmVnFsVzBhdFdLS1ZPbVVLZE9uVXI3Cm16OS9QakV4TWVUbjV4 | |
|
|
978 | TWJHNHVucHlkeGNYRUF4TVRFMEtKRkN5Wk1tRUNQSGoxbzJiSWxyNzc2YXFsaVlXOVdIMTFOejNZ | |
|
|
979 | OVRZcUYKVXlweUEvMXM2RGNXbGhWUjJVMmpzckljL0taU1FqaVJTdmN3Y25OeldiRmlCVU9HREtG | |
|
|
980 | bHk1Ymx0anQ1OGlTLy9QSUxUenp4aE5WRApsc2VlOWpEdVhYNHZEM2Q5bUllN21VNTRPOTBlQm9D | |
|
|
981 | bUVKNTJoZmoxOFB1OWxmWnBMejlESVp4RlZUODdWYmtPdzFyc3BXQmN1SGFCCnp1OTE1c3kwTXpT | |
|
|
982 | cTI4amtQYWNzR0FCK0dvalFRdHd1S3Q3THNJK2ZvUkRPeEdiWFlSdzVjb1FmZnZpQnk1Y3ZjL2p3 | |
|
|
983 | WVlzSHJJMisKUFBBbHd6b1BLMVVzbk5waFFOR0EzN2RxSnhGQ1dFbVZDb2FYbHhjOWUvWmsvZnIx | |
|
|
984 | ZlBhWm5BN2o5R2RIbFdmVFA2SGZLOFdIcUlRUQpEcy9pZ25IMjdGazJiOTZNVnF0bHhvd1p0Rzd0 | |
|
|
985 | M0pPOHY2Zi9UbHBtR3YwNjlGTTdpdjA1SGdYWnpTRGdLN1dUQ0NHc3dPS0NNVzdjCk9IeDlmVm15 | |
|
|
986 | WkFuUFBQTU1lL2Z1cllsY0R1UDdJOTl6WCtmN2NIV3h5MnNnVmFZcHZpNmp6eHVnS1ZJN2pCQ2lt | |
|
|
987 | cW8xNlgzbHloV2EKTm0zNjE4U3U3ZG5EcEhmdlpiMTV1Yy9MRFBZWlhPYjdUanZwYld5cndCT2hz | |
|
|
988 | TzFGT1B4QW1lM1UvaGtLNFd4cWJOSTdOemVYbzBlUApsdmxlczJiTlRJckYxcTFiTFE3Z3lDNWN1 | |
|
|
989 | OENCUHcvSTRhZ0thY0R3TWtUOEUvT0xqUkRDSGxWYU1PclZxMGQ2ZWpydnZmZGVtV2RGClpXWm1z | |
|
|
990 | blhyVm1KalkybldyRm1OaExSWDY0NnRZOUNkZzZqbldrL3RLUGJ0MkZCd0tRQ2ZIOVZPSW9Tb0Jy | |
|
|
991 | TU92Qjg1Y29SWFhubUYKYWRPbVViZHVYUjU1NUJGeWNuTEl6TXpFeTh1THlNaElGaXhZb05xaEti | |
|
|
992 | V3NQcnFhQjdzOHFIWU0rNmU0Z09IL0lPSTErSDB3bFYzOQpMWVN3VDJZVmpMMTc5M0xod2dXeXNy | |
|
|
993 | SjQ5OTEzR1RCZ0FIMzY5S25wYkhidGV0NTE5S2w2UHZuYkoycEhjUXlIUnNBOXM2RERKa2pwCnIz | |
|
|
994 | WWFJVVFWbUhXV1ZMZHUzYWhidHk0dFdyUmcxcXhaN05tenA2WnoyYjM0ay9HRTNCWkNzd2JPZFJp | |
|
|
995 | dXlwUTZzUFdsditZeWhCQ08KeUt5Q2taQ1F3SkVqUjRyL2dZc0wzdDdlTlJyS0Vhdyt1cHI3T3Qr | |
|
|
996 | bmRnekhzbjgwTkQwRmQyeFRPNGtRb2dyTU9xMVdwOVBSdUhGagpEaDQ4U051MmJXbmF0Q2xqeG95 | |
|
|
997 | aFY2OWU3Tnk1azVFalI5b2lheWxxblZaYldGU0kxMXd2ZGo2eEUrK21GUmRQT2EzMkZzRkx3WDhW | |
|
|
998 | CmZQNlRzWjJjVml1RWJkWG80b01IRHg2a1M1Y3VRUEdxdEVsSlNTUW5KNU9VbE1UKy9mdkp6TXkw | |
|
|
999 | UExFVnFGVXd0cDdheXVRZko3UDMKcWNvdldwU0NjWXM2dVJEckExK3Rnck1oU01FUXd2WlVXNjEy | |
|
|
1000 | M3J4NVRKMDZ0VHBkVkpsYUJXUEd6ek5ZT0hjUmVUL25tUGt2cEdDWQpDSDBQT3NiRGw2dVJnaUdF | |
|
|
1001 | N2FsV01Bb0xDODI2YVZKTlVLTmdLSXBDcC9jNmNmeGZ4K0djSFg0WTIwVzdTdHE2WnNPVWpzV0hw | |
|
|
1002 | UzRFClNjRVF3c1pzdHJ6NXJhcFNMQXdHQTM1K2Z2ajQrTEJ3NGNKUzcrdjFlanc4UE5CcXRXaTFX | |
|
|
1003 | djc1VC9zNXMrYndwY1BrRnVUQ09iV1QKT0xDQ0JwQXd2WGlOS1NHRXcxQmx4YndwVTZZUUZ4ZUh0 | |
|
|
1004 | N2Mza1pHUmpCNDkydVNlM2dCOSsvWmx6Wm8xYXNTcjBPb2pxeG5XZVJpTApXS1IyRk1lMjh5bVk4 | |
|
|
1005 | alo0VnQ1VUNHRWZMTnJET0hQbVRMVUh6TWpJQUNBaUlnSnZiMjhHRFJwRVVsSlNxWGIyZXBoQ1Rx | |
|
|
1006 | ZTFrcnpHCmtEZ0ZuUHY2VHlFY2lrVUZZK0RBZ1F3ZVBKaVZLMWVTbjU5ZnBRR1RrNVB4OWZVMVB2 | |
|
|
1007 | ZjM5eWN4TWRHa2pVYWpZZnYyN1FRRkJURnQKMmpST25EaFJwYkdzN1Z6V09ZNm1INlZ2Kzc1cVI2 | |
|
|
1008 | a2Rka3dDSHpoeDJUNSt2a0tJaWxsMFNPclFvVU5zMzc2ZFpjdVc4Znp6enpOMAo2RkFtVEpoQWNI | |
|
|
1009 | Q3dWVU1GQndkeit2UnAzTnpjK09TVFQ1Z3laUXJyMXEwcnMrM3MyYk9OWCt0ME9uUTZuVld6M0d6 | |
|
|
1010 | dHNiVkUzUlZGCjNUcDFhMndNcDVMckFjbnc1cTl2c25Ub1VyWFRDRkZyNmZWNjlIcDk5VHRTcXVq | |
|
|
1011 | SEgzOVUyclJwbzdScTFVcnAxYXVYa3BDUVlOYS8KdTNyMXFoSVVGR1I4UG1uU0pHWGR1blhsdGk4 | |
|
|
1012 | cUtsSmF0V3FsNU9Ua2xIcXZHdkdyNU43bDl5cGY3UC9DT0RZb1pqeXMzVTdOc1dzZwpZNE02Q2kr | |
|
|
1013 | ZzRGRnk4NHl5SCs3dXpXejZzeGFpTnF2cVo2ZEZoNlRTMHRKNC9mWFhDUWdJWU5teVpYejg4Y2Vj | |
|
|
1014 | TzNlT3hZc1g4OWhqCmo1blZoNGVIQjFCOHBsUnFhaXJ4OGZHRWhZV1p0TGx3NFlKeERtUHQyclYw | |
|
|
1015 | NjlhTmV2WFVYVUw4ZXQ1MXRwN2F5dUM3eXI1UmtxaWkKN0VMWS9SejBta1FGOVlLc3JDc3FoaFJD | |
|
|
1016 | Z0lXSHBBWVBIc3lFQ1JQUTYvVW1aelVGQmdieTFGTlBtZDNQL1BuemlZbUpJVDgvbjlqWQpXRHc5 | |
|
|
1017 | UFltTGl3TWdKaWFHYjc3NWhpVkxsdURxNmtxM2J0MllPM2V1SlRGcmhPR1VBVzBiTFI3MVBkU09V | |
|
|
1018 | dnRzbnc2VC9Jb1hKN3pXClJ1MDBRb2h5V0hUaDNvNGRPd2dORGEzME5WdXg1WVY3MHpaTW8xbjla | |
|
|
1019 | cnpTOXhYajJIWjVVWnhkdEt0Q24xRlRvTWdOZnY1UHVlMXMKOWJNV29yYXp5WVY3WmUxRnhNVEVX | |
|
|
1020 | RHlvSTlwNGNpTUQ3eHlvZG96YWEvdHpvRjBHRFMrcG5VUUlVUTZ6RGtrbEp5ZXpZOGNPTGw2OAp5 | |
|
|
1021 | T0xGaTQyVjZlTEZpMDV4VzliejE4NXpPdk0wUGRyMlVEdEs3WlhaRGc0K0NEM253YWJYMVU0amhD | |
|
|
1022 | aURXWHNZR1JrWm5ENTltdno4CmZFNmZQazFhV2hwcGFXbDRlWG54MFVjZjFYUkcxVzA4dVpGNzJ0 | |
|
|
1023 | K0RxNHNxRjhZN2oyMHZRSS8zb2I1TWNBdGhqeXlhd3poMjdCaWQKT25XcXlUd1dzZFVjeHJqdng5 | |
|
|
1024 | SHp0cDQ4SGZLMHlkZ09NejlnODNiVjZQTnY0K0h5bldCNHBWUTdtY01Rd2pwcWRMWGE2T2hvMXE5 | |
|
|
1025 | ZgpUL3YyN2YvNm9EUWQrT1RKa3hZUGJBMjJLQmlLb25EYk83ZGhtR0RncnVaM21ZenRjQi9HTm10 | |
|
|
1026 | WGpUNWJISVBIZXNPQ2s1RG5idEpPCkNvWVExbEhWejA2empyRXNYNzRjZ0owN2QxbzhnS003ZFBF | |
|
|
1027 | UTlWenJjV2V6TzlXTzRoelNPOEhKQVJDeUJINTlYdTAwUW9pYm1GVXcKbWpadENsQnFSVmxuRUg4 | |
|
|
1028 | eW5vRWRCNWJhc3hJMWFPdExNSFpnOFZwVCtRM1ZUaU9FK0l0WkJlUENoUXRsZm1BcWlvSkdvNkZW | |
|
|
1029 | cTFaVwpEMll2NGsvR016NXd2Tm94bk11ZlhlRjBMK2orQVNRK3EzWWFJY1JmekpyRDhQSHhLVzU4 | |
|
|
1030 | UzlFb0tSakhqaDJybVhTVnFPazVqTHpDClBEemY5aVJsU2dvdEdyWW9OYmJEelEvWXJKMFYrdlRh | |
|
|
1031 | QXc5SHc0SVR4VGRja2prTUlheW1SaS9jNjlTcEU3Ly8vanQ1ZVhuazUrZVQKbDVkbi9McXF5NXc3 | |
|
|
1032 | Z29UVENYVDI3RnlxV0FnYk9LK0ZNNkhRWFZheEZjSmVtTFdIa1pHUmdZZUhCNWN1bGI0S1Y2UFIw | |
|
|
1033 | S0tGT2grbwpOYjJIOGZLbWx5bFNpbmlqZitsYmljb2VoZzM2YkxNYlJnK0ZkNDlEUVVQWnd4RENT | |
|
|
1034 | bXIwTEttU0ZXYWRiZEk3L21ROGIvWi9VKzBZCnp1dGNNSnp0VWJ5WFVmcW1qRUlJRzdQNDB1Vkxs | |
|
|
1035 | eTZ4WWNNR05Cb05rWkdScXUxZDFMUXIyVmM0ZlBFd3ZXN3ZwWFlVNTdabFZ2RmUKeGk2MWd3Z2hM | |
|
|
1036 | RnA4Y1BueTVZU0hoNU9Ra01EMjdkc0pEdzgzWHFOUjIyeEsyVVR2TzNwVHoxWGQrM0E0dlpLOURP | |
|
|
1037 | dmUxRkVJVVFVVwo3V0g4KzkvL1p1dldyWGg1ZVFIRnA5dEdSa2J5OE1NUDEwZzROVzFNMmNqQWpy | |
|
|
1038 | STZyVjNZOGc4WXZZYWNnaHpxdTlaWE80MFFUc3VpClBZem16WnVUbloxdGZKNmRuVTN6NXMydEhz | |
|
|
1039 | b2V4SitJWjBESEFXckhFQURudXNNNVdMcEx6cGdTUWsxbUZZekpreWN6ZWZKa1dyWnMKU2ZmdTNi | |
|
|
1040 | bnZ2dnNZTm13WXdjSEJ0R3paMHVKQkRRWURmbjUrK1BqNHNIRGh3bkxiSlNjbjQrcnF5cmZmZm12 | |
|
|
1041 | eEdOV1JjaVdGYTNuWAo2TnFxcTAzSEZSWFF3MXUvdmtWT1FZN2FTWVJ3V21ZZGt1cmV2YnZ4b3Iz | |
|
|
1042 | QmcvOTNUK3NISG5pZ1NrdG1USmt5aGJpNE9MeTl2WW1NCmpHVDA2TkdsenNBcUxDemtoUmRlSUNv | |
|
|
1043 | cXl1YW5VOGFmTE42N2tPVkE3TWc1MExiUjh1SHVENWtVT2tudE5FSTRKYk1LeHZqeDQ2MDIKWUVa | |
|
|
1044 | R0JnQVJFUkVBREJvMGlLU2tKS0tqbzAzYUxWeTRrQkVqUnBDY25HeTFzYzBWZnpLZUlUNURiRDZ1 | |
|
|
1045 | cU5pc3ZyUDQyNWQvNCsvQgpmNWU1RENGVVlORWNSbloyTnF0WHIyYml4SW1NSGoyYU1XUEdNR2JN | |
|
|
1046 | R0lzR1RFNU94dGZYMS9qYzM5K2Z4TVJFa3pabnpweGg5ZXJWClBQMTA4ZjBuYlBtWGZtRlJJWnRT | |
|
|
1047 | TnNuOGhSM3EwYllIMmpaYS9ydjd2MnBIRWNJcFdYU1cxTXN2djR4R28ySERoZzA4Ly96ekxGKysK | |
|
|
1048 | bkx2dnZ0dnFvWjU5OWxuZWZQTk40OVdJRlIyU21qMTd0dkZyblU2SFRxZXIxdGk3eiszR3E3RVh0 | |
|
|
1049 | elc1clZyOWlKcFJzcGZ4ZVBEagpzcGNoaEpuMGVqMTZ2YjdhL1ZoMHg3M2c0R0IyNzk1Tmx5NWRP | |
|
|
1050 | SGp3SUJrWkdRd1lNTUNpdzBZWkdSbm9kRHIyN05rREZFK29SMFZGCm1SeVM2dGl4bzdGSVhMcDBp | |
|
|
1051 | WVlORzdKMDZWS0dEUnRtR3I0R2xnWjVZK3NiL0huOVQrWkh6YSt3blN3Tll2dXhTMzdXUTFZTVlm | |
|
|
1052 | QmQKZzNrbTlCa3pzd2doYmxhaml3K1djSE56QTZCSGp4NnNXN2VPQ3hjdWtKTmoyVmtySmN1TUdB | |
|
|
1053 | d0dVbE5UaVkrUEp5d3N6S1ROeVpNbgpTVWxKSVNVbGhSRWpSckJreVpKU3hhS21iRHk1VVE1SDJT | |
|
|
1054 | VlhOQm9OR28yRzljK3RaOUtYazlDNGFveXZsVHlhTkttZHAza0xZUThzCk9pVDF6RFBQY09YS0Zh | |
|
|
1055 | Wk9uY3JNbVRNNWMrWU1yNzc2cXNXRHpwOC9uNWlZR1BMejg0bU5qY1hUMDVPNHVEZ0FZbUppTE83 | |
|
|
1056 | UFd2SUsKODloeFpnZDk3dWlqV2daUm5nS01leUpuZ1F2UkVCd055Uk5OV21WbHlabHRRdFFVaXc1 | |
|
|
1057 | SndmL1drZ0tJakl4VWRVRkNheCtTU2ppZAp3RE0vUE1QdW1OMW1qVjJiRHZjNFhNYmJkc0NEdzR0 | |
|
|
1058 | WHNpMnNaOUpPVnJVVm9tSTJPU1IxODFwU2lZbUo5T3JWcTFhdEpXVTRaYUNQCnQreGRPSVF6b1hD | |
|
|
1059 | aEcyaVhxWjFFQ0tkaDBSNUdVRkFRUC8zMFU2bTFwUGJ1M1Z0akFTdGk3VDJNNkJYUlBCYjBHTVA5 | |
|
|
1060 | aDVzMWRxMzkKNjczYTdXdzBkcGw3R2JLSElVUmxiTEtIVVp2WGtpb3NLdVRYUDM3bDdqdXNmNXF3 | |
|
|
1061 | cUNGblFvdnYveTE3R1VMWWhGbVQzcE1uVHdZdwpyaVZWY3UzRnRtM2JHRGl3ZHF6b3V2L1AvWGcx | |
|
|
1062 | OXFKMTQ5WnFSeEdXME0rQ0IwZkNuc2R1bWNzUVFsaGJsZGFTS3ZtNnFtdEoyYU90CnA3WVM0UjFC | |
|
|
1063 | a3liTnljcTZvblljWWE0ellmQm5GOUIrQkR1ZlVqdU5FTFdheFdkSkFlemF0UXVOUmtOd3NMcDN0 | |
|
|
1064 | YkhtSE1iSXIwY3kKck5Nd3hnYU5SZVlIcXR2T3htTzNTNFNSRDhLN3YwTmhmWm5ERUtJU05wbkRN | |
|
|
1065 | QmdNZE9yVWlaZGVlb2tYWDN5UlRwMDZzWFhyVm9zSAp0VGVLb21BNFpTRENPMEx0S0tJcTBuckNu | |
|
|
1066 | d0hRSTA3dEpFTFVhaFpkdVBmMjIyK3paczBhNCtLQlI0OGVaZnIwNmZUcDQ5aW5vdjUrCitYZnF1 | |
|
|
1067 | OWJIdTZtMzJsRkVWVzE4RXg0ZENPcWNzQ2VFVTdCb0QrUHk1Y3UwYmR2VytMeE5telpjdm56WjZx | |
|
|
1068 | RnN6WERLSUZkM083b0wKM2VCNEZQUldPNGdRdFpkRmV4aVBQdm9vMGRIUmpCdzVFa1ZSK1BiYmJ4 | |
|
|
1069 | azdkbXhOWmJNWk9SeFZTMngrRFdJKzVXeldXZHE2dDYyOAp2UkRDSW1aUGVpdUt3cmx6NXpoLy9q | |
|
|
1070 | enIxcTFEbzlFd1pNZ1F0RnB0VFdjc2w3VW12VHNzNk1BUFkzN0FyNldmaWhmazJlbUVjcFhhCnFU | |
|
|
1071 | ajJRQTFQVEg2Q0Q0WitZRWFmUWppbnFuNTJXbFF3dW5idHlvRURCeXdlcEtaWW8yQ2N6amhOOEFm | |
|
|
1072 | Qi9EbmpUK09LcC9KaFhOMTIKS281ZFgwUExWMXV5WmZ3Vy9GcjZtZEd2RU02bnhzK1MwbWcwaElX | |
|
|
1073 | RnNYNzllb3NIc1dkYi95aSsvcUsyWEUvaTlITGcrZDdQOCtJdgpMNnFkUkloYXg2Sko3NlNrSklZ | |
|
|
1074 | T0hZcVhseGRhclJhdFZxdjZ0UmpWSlJQZXRjK2swRW5zT2IrSFgvLzRWZTBvUXRRcUZrMTZyMTY5 | |
|
|
1075 | CnV0WmRGR1U0WmVESjdrK3FIVU5ZVVgzWCtyeDJ6MnM4Ri84Y3Z6NzJxK3c5Q21FbFp1MWg1T2Zu | |
|
|
1076 | czI3ZE9wWXVYY3JwMDZmcDJMRWoKZDkxMWwvSGhxQzVldjhpWnJETUV0ZzVVTzRxd3NvZTdQc3ox | |
|
|
1077 | L090OGYrUjd0YU1JVVd1WVZUQmVldWtsbGl4WlFzdVdMWG4xMVZlWgpQNy9pKzExWHhtQXc0T2Zu | |
|
|
1078 | aDQrUER3c1hMaXoxL3VyVnF3a01EQ1FvS0lqbzZHaUw3aGx1aVcxL2JLUFg3YjJvNDFLblJ2b1g2 | |
|
|
1079 | cW5qClVvZTNCcnpGaTcrOFNFRlJnZHB4aEtnZEZETUVCd2NyZVhsNWlxSW95cFVyVjVTSWlBaHov | |
|
|
1080 | bG01Z29LQ2xDMWJ0aWlwcWFsSzU4NmQKbFlzWEw1cThmKzNhTmVQWGVyMWU2ZE9uVDVuOW1CbS9Y | |
|
|
1081 | TS8rOUt6eWh1R05VbjJDWXNaRHJYYVNzYkoySllxS2lwUituL1JUM2s5Kwp2MXIvUHhHaXRxbnFa | |
|
|
1082 | NmRaZXhoRlJVVzR1YmtCMExScFV6SXpNNnRjb0RJeU1nQ0lpSWpBMjl1YlFZTUdrWlNVWk5LbVVh | |
|
|
1083 | TkdKdTNyCjE2OWY1ZkVxc3ZYVVZybkRYaTJtMFdoNGU4RGJ6Tmt5aCt0NTE5V09JNFRETTJ2U2U5 | |
|
|
1084 | KytmYmk3dXh1ZloyZG5HNTlyTkJxTENraHkKY3JKeExTb0FmMzkvRWhNVGlZNk9ObW4zM1hmZk1Y | |
|
|
1085 | WHFWSzVkdThhdVhidks3Vy8yN05uR3IzVTZIVHFkenF3Y21ibVpITGwwaEpDMgpJV1puRjQ3QXRm | |
|
|
1086 | UWs5M0JvdktZeEdFeGZkbmR2Um1hbTR5OXRJMFJsOUhvOWVyMisydjJZVlRBS0N3dXJQWkNsN3Iv | |
|
|
1087 | L2Z1Ni8vMzYrCit1b3IvdmEzdjdGbno1NHkyOTFjTUN5eC9mUjJ1cmZ0VGoxWHVlbE83VkpBcVF2 | |
|
|
1088 | OE5wMkVKMEpoMXlHNDNzcjRjbGFXbkQwbG5NT3QKZjB6UG1UT25TdjFZZEIyR05ZU0VoSERreUJI | |
|
|
1089 | ajg0TUhEOUt6Wjg5eTI0OGFOWXF6WjgrYTNCcldHa291MkJOTzRFcEgyUGN3NkdhcgpuVVFJaDJi | |
|
|
1090 | aTNkZEpBQUFjV1VsRVFWVHpndUhoNFFFVW55bVZtcHBLZkh3OFlXRmhKbTFPbkRoaHZON2poeDkr | |
|
|
1091 | b0h2MzdqUm8wTUNxCk9ReW5ERVRjSVFYRGFXeVpCWDdmUXB2ZGFpY1J3bUZaZE9HZXRjeWZQNStZ | |
|
|
1092 | bUJqeTgvT0pqWTNGMDlPVHVMamltOS9FeE1Td2F0VXEKUHYzMFU5emMzTkJxdGJ6OTl0dFdIVCtu | |
|
|
1093 | SUljOTUvWVFmbnU0VmZzVmRpeTdPZnp5QnR6N0RDejdGY3c3MzBNSWNaTXEzYUxWWGxSMQpBUzNE | |
|
|
1094 | S1FNemZwN0JqaWQybE5tbkxPeFgzWFpxamwxQk8wMFJQTlliZGo4QmV4NERySGVMWHlFY2lVMXUw | |
|
|
1095 | VnBiR0U0WjVIUmFaNlM0CndBK0xvUDlMMEVET2poTENVazVaTUxiK3NWWG1MNXpWdVdBNE5BTDZ2 | |
|
|
1096 | YXgyRWlFY2p0TVZqSUtpQWhKT0ozRDNIWGVySFVXb1pkTnIKNFBzZHRGRTdpQkNPeGVrS3hwNXpl | |
|
|
1097 | N2pENHc1YU5HeWhkaFNobHB4bThNdS9JQnFLbENLMTB3amhNSnl1WUNTa0pkRDdqdDVxeHhCcQor | |
|
|
1098 | MjBzRk1HeVBjdlVUaUtFdzNES2doSGVUazZuZFhxS0Mvd0EvN2ZwLzBpL2thNTJHaUVjZ3RNVmpN | |
|
|
1099 | UzBSSHEySy8vS2N1RkV6c09vCkxxUDR2MDMvcDNZU0lSeUNVeFdNODlmT2s1R1RRYWNXbmRTT0l1 | |
|
|
1100 | ekVxL2U4eXVxanEwaytVelAzWEJHaU5uR3FncEdVbGtSWXV6QmMKTkU3MWJZc0tOSzNmbExjR3ZN | |
|
|
1101 | WEVIeVpTV0dUN1JUYUZjQ1JPOWNtWmtKWkF6OXZrY0pRdzlXaTNSMm5vMXBCM2s5NVZPNG9RZHMy | |
|
|
1102 | cApDb2JNWDRpeWFEUWFsZzFieHV0YlgrZm9wYU5xeHhIQ2JqbE53U2dvS21EWHVWMkUzaGFxZGhS | |
|
|
1103 | aGgrNXNmaWR6ZEhNWXYzcThISm9TCm9oeE9VVENhTkdtTzIyMXVYRHR6amVZTm02UFJhTXA5Q09m | |
|
|
1104 | MWRNalROSEJ0d055RXVXcEhFY0l1T1VYQnlNcTZBdTBXUTlvRWlsY3kKcmVnaG5KV0x4b1ZsOXkz | |
|
|
1105 | ajM5di96Y0UvRDZvZFJ3aTc0eFFGQTRCMmlaQW04eGVpWXUyYnR1ZjFmcTh6N3Z0eDVCZm1xeDFI | |
|
|
1106 | Q0x1aQpTc0V3R0F6NCtmbmg0K1BEd29VTFM3Mi9mUGx5QWdNRENRd01aTXlZTVJ3N2RxejZnMHJC | |
|
|
1107 | RUdaNkl2Z0pXalJzd1Z1L3ZxVjJGQ0hzCmlpbzNVTkpxdFN4WXNBQnZiMjhpSXlQWnRtMGJucDZl | |
|
|
1108 | eHZjVEVoTHc5L2ZIdzhPRFR6NzVoSTBiTi9MWlo1K1Y2c2ZjbTRCb0dtcmcKV1hkNDh3b29kU3By | |
|
|
1109 | amQzZCtNZHV4cTV0R2QyQWdyTGZhZ0xFQUorQys0MW1aR2JLL1RORTdlRXdOMURLeU1nQUlDSWlB | |
|
|
1110 | bTl2YndZTgpHa1JTVXBKSm0vRHdjT085djZPam85bXlaVXYxQm0wSG5Ba3hvMWdJNTFKQXVYTlpt | |
|
|
1111 | UXJFZndUM0I1SjE0NHFhSVlXd0d6WXZHTW5KCnlmajYraHFmKy92N2s1aVlXRzc3RHo3NGdLRkRo | |
|
|
1112 | MVp2MEhiSTRTaGh1YjNqSU9OMmtIdHRDUUdBcTlvQktySng0MFkrLy94enRtL2YKWG02YjJiTm5H | |
|
|
1113 | Ny9XNlhUb2RMclNqZG9CU2JKQ3JiQ1VCdForQURGdDBhZnEwYlhYcVIxSWlDclI2L1hvOWZwcTky | |
|
|
1114 | UHpPWXlNakF4MApPaDE3OXV3QllQTGt5VVJGUlJFZEhXM1NidCsrZlR6d3dBUDg5Tk5QM0hYWFhX | |
|
|
1115 | WDJaYzV4dUNLbGlEb3YxWUYzLzRRYkxjMUk2QWpICjNpVmo5ZHRaMExhamhqWVQyN0RyeVYyMGNa | |
|
|
1116 | ZmI5QW5INXpCekdDVnpFd2FEZ2RUVVZPTGo0d2tMQ3pOcDg4Y2ZmekI4K0hDV0wxOWUKYnJFdzEr | |
|
|
1117 | R0xoK0VHWmhZTEljcHdFbUs2eHpCNjFXZ0tpc3FaSkJmQ0NhaHlXdTM4K2ZPSmlZbGh3SUFCVEp3 | |
|
|
1118 | NEVVOVBUK0xpNG9pTAppd1BnMVZkZjVmTGx5enoxMUZOb3RWcENRNnUrbkVkaVdpS2tXU3U1Y0ZZ | |
|
|
1119 | dlI3eE0zVHAxZVdYeksycEhFVUkxcXB4V2F5M203Rlk5CnNmWUpQbnp0UTBoMndrTXBrdEZxZlNx | |
|
|
1120 | S3dzWHJGK24rUVhjV1J5OW1TS2NoWm80aGhQMXhtRU5TdHBad09rSDJNSVJWdEd6VWtpOUgKZk1u | |
|
|
1121 | amF4NG45V3FxMm5HRXNMbGFYVEF5Y2pLS2Y3RXZxSjFFMUJhOWJ1L0ZDNzFmWU9UWEk4a3R5RlU3 | |
|
|
1122 | amhBMlZhc0xSdkxaWklMYgpCRU9SMmtsRWJUSzE1MVJ1YjNJNzAzNmVwbllVSVd5cVZoZU1oTk1K | |
|
|
1123 | Y3NNa1lRV3VKa3ZndTdpNDhOMjQ3MWk4WVRHYXdQKzkzcVJKCmM3V0RDbEdqYW5YQlNEd2pkOWdU | |
|
|
1124 | MWxER0VpSzVDbnk1RHlKYmd2Y1dRQ2xlUmwrSVdxeldGZ3hGVWVTV3JLSm0vZGtWVmkySGtTT2gK | |
|
|
1125 | NVNHMTB3aFI0MnB0d1RoKytUaU42emFtclh0YnRhT0kydXprUUloL0d4NitGeHFySFVhSW1sVnJD | |
|
|
1126 | MFpDbXN4ZkNCdjViUnpzZmh3ZQpocXpjTExYVENGRmphbTNCU0V4THBPZHRVakNFalJoZWhyUHc0 | |
|
|
1127 | RGNQeXAzNlJLMVZ1d3VHN0dFSW05SEFldENnNGVuMVQxZnBLbG9oCjdGMnRMQmpYODY1ek5QMW84 | |
|
|
1128 | VFVZUXRoS0Vhd2N1Wkk5NS9md1Q4TS8xVTRqaE5YVnlvS3g4K3hPdXJicVNqM1hlbXBIRVU2bWNk | |
|
|
1129 | M0cKckIrem5tVjdsN0ZveHlLMTR3aGhWWFo5QTZXcWtzTlJRazFlamIzWU5IWVQvVDd0UjE1aEhs | |
|
|
1130 | UERwNm9kU1FpcnFKVjdHSWxuRWdsdgpKM2ZZRStycDBLd0RXOFp2WWZIT3hmeHI2Ny9VamlPRVZk | |
|
|
1131 | UzZnaUVYN0FsN2NZZkhIV3dadjRWUDkzM0tMUDBzbVFnWERxL1dGWXhUCkdhZUE0bDlXSWRUVzFy | |
|
|
1132 | MHQrbkY2dmozOExTLys4cUlVRGVIUVZDa1lCb01CUHo4L2ZIeDhXTGh3WWFuM2p4dzVRbmg0T1BY | |
|
|
1133 | cjEyZnUKM0xrVzlWMnlkNkhSYUt3VlY0aHFhZDI0Tlp2SGJXYkRpUTFNKzNtYUZBM2hzRlFwR0ZP | |
|
|
1134 | bVRDRXVMbzZOR3pleWFORWlMbDI2WlBKKwppeFl0V0xod0lUTm16TEM0NzhRMG1iOFE5c2V6b1Nl | |
|
|
1135 | YnhtN2kxejkrWmVJUEV5a3NLbFE3a2hBV3MzbkJ5TWpJQUNBaUlnSnZiMjhHCkRScEVVbEtTU1p1 | |
|
|
1136 | V0xWdlNvMGNQM056Y0xPNWZsZ1FSNmpGZEJ2M1dSL09HelVtZW5NelNWUjh5NUlzaFhNMjVxblpn | |
|
|
1137 | SVN4aTg0S1IKbkp5TXI2K3Y4Ym0vdnorSmlZbFc2VHVuSUljRGZ4NmdlNXZ1VnVsUENNdVVzUXg2 | |
|
|
1138 | R2N1aUYzNVN3RjNON3lMc3d6Q09YanFxWGx3aApMT1R3MTJITW5qM2IrSFZMLzViNGV2clNxRzRq | |
|
|
1139 | OVFJSlVaa2lXRGg0SVV0M0xhWFBSMzM0NUcrZk1OaG5zTnFwUkMybTErdlI2L1hWCjdzZm1CU01r | |
|
|
1140 | SklUbm5udk8rUHpnd1lORVJVVlZ1YitiQzhhOGhIbjBiQ3lIbzRSamVLTDdFL2kxOUdQazF5T1pI | |
|
|
1141 | ajZkNmVIVDVXUU4KVVNOME9oMDZuYzc0Zk02Y09WWHF4K2FIcER3OFBJRGlNNlZTVTFPSmo0OG5M | |
|
|
1142 | Q3lzekxhV25rMlNrSllnSzlRS2gzTDNIWGVUOVBjawpWdXhmd2Rqdng1SlRrS04ySkNIS3BWRlVP | |
|
|
1143 | TWR2eTVZdFBQWFVVK1RuNXhNYkcwdHNiQ3h4Y1hFQXhNVEVjUDc4ZVVKQ1Fzak16TVRGCnhRVjNk | |
|
|
1144 | M2NPSFRwRTQ4YW1kNmpSYURRbVJlV09lWGZ3eTloZjhHbmhVNnBkOFRGa2M1amJWcTEyYW80dEdh | |
|
|
1145 | M1Y3dFpmdXh2NU4zaHMKOVdNY1N6L0dwL2QvU2tDckFEUDZFYUpxYnYzc05QdmZxVkV3ck9YbWIv | |
|
|
1146 | cE01aGtDM3cvazRuTVhTKzNXUzhHd2RUczF4M2FNakdYOQoyaW1Ld29lN1ArU2xUUzh4STN3R00z | |
|
|
1147 | ck5vSTVMSFRQNkU4SXlUbHN3alB3QUxiQ2l2TmIyL3lFaUdXM1pUczJ4Sy81bFRiMmF5b1RWCkU4 | |
|
|
1148 | Z3R5T1hqdjMxTXB4YWR6T2hUQ1BOVnRXRFVncVZCL2pwZHNkME1TSHZ0Zjg5TkhrSTRqdlpOMi9Q | |
|
|
1149 | TDJGOTRLT0FoZXYyM0YrOG0KdlV1UlVxUjJMQ0ZxUThINFM3dEVTSk1KYjFFN3VHaGNpQTJMWmZ2 | |
|
|
1150 | ajIvbnl3SmYwLzdRL3h5OGZWenVXY0hLMW8yQzQ1RU9iUFhBbQpWTzBrUWxoVnB4YWQyRHBoSzlF | |
|
|
1151 | KzBmVDhzQ2RUTjB6bGN2Wmx0V01KSjFVN0NrYnJmWENsQStRMlVUdUpFR2FvZUFtUm14OU5talNu | |
|
|
1152 | Cmprc2RadlNhd2NHSkI4a3R5S1h6ZTUxNUorRWRjZ3R5MWY1R2hKT3BIUVhqOWdRNUhDVWNpQmxM | |
|
|
1153 | aVB6MXlNcTZZdnhYclJ1M1puSDAKWWd6akRlaFQ5Zmd0OG1QbHdaV3krcTJ3bVZwd2xwUUNEendD | |
|
|
1154 | S2YxZ3oyUGx0Y1FSenB5UmpMWnNwK2JZbG1VczcxZDBjOHBtWnNUUAp3TTNGamYvcjgzOUVkNHJH | |
|
|
1155 | UlZNNy9nWVVOY3VKVDZ0VklQWXUrR0lOWFBRdnJ5VzE3VU5FTWxhM25acGpXNmRnQUJRcFJhdzh1 | |
|
|
1156 | SkovCmIvODMxL091TTdYblZCNE5mSlNHYmczTjdGODRvNm9XRElkZmZKQkdmMExEUzNESnQvSzJR | |
|
|
1157 | amdjVjdQV2wycnMzcFIxKzc1bmJzSmMKWHRuOENrLzFlSXBuUXA2aGRlUFdOc2dvbklYajc3L2Vs | |
|
|
1158 | bFI4ZHBUaStOK0tFS1daTjk5eExlc3FmZHYzWmMzb05XeWRzSldMTnk3aQp1OGlYOGQrUFoxUEtK | |
|
|
1159 | cmxoazdBS3h6OGsxZThsS0hJRmZVV3JMOWErd3hTU3NicnQxQnk3WmpMZStxdDg2Y1lsUHQ3N01W | |
|
|
1160 | OGMrSUp6CldlY1lGVENLTVFGajZORzJoNnlLNitTY2R3NWpiRC9ZUGdPT1YzUS9BZWY5RUpHTTlq | |
|
|
1161 | aTJiUXJHelk1Y09zSVhCNzVneGY3aXRYUEcKZEIzRDZJRFIrSHJLb1Z4bjVMd0Y0MFYzbUo4SzJj | |
|
|
1162 | MHJhb216Zm9oSVJuc2MyL1lGbzRTaUtPdzh1NU12RG56Qmx3ZStwRW05Smd6bwpPSUQrSGZxamE2 | |
|
|
1163 | K2pXWU5tWnVZU2pzeDVDOGFrenZEZWtjcGE0cXdmSXBMUkhzZXVpWXh1Rk05M1ZNemR2Um1abWNW | |
|
|
1164 | WGloY3BSZngyCi9qYzJudHpJTHltLzhPdnBYL0h6OURNV2tONTM5S2ErYTMwemN3cEg0cndGNDIv | |
|
|
1165 | ajRQdVBLMnVKYzM2SVNFYjdIRnZkak9YOXl1Y1cKNUpLWWxzakdsSTM4Y3ZJWDl2KzVuKzV0dWhQ | |
|
|
1166 | Y0pwZ2dyeUNDdklMdzgvVERyWTZibWRtRnZYTGVndEZqQ2V4OHFyS1d5SWVJTGR1cApPYlprckt5 | |
|
|
1167 | ZHViL3ltYm1aSkp4T1lPLzV2ZXk5c0plOTUvZHk2dW9wZkQxOWpRVWt5Q3VJd05hQmVOVDNNS3RQ | |
|
|
1168 | WVI4Y3FtQVlEQVppClltSW9LQ2dnTmphV3laTW5sMnJ6NG9zdjh0VlhYOUdzV1RPV0wxK09yMi9w | |
|
|
1169 | eVRtTlJnTmVlK0I4VUNVanF2MGhzaG5RV2FrL1M4ZTIKcEoyZWluUGFRMGFvT0tka3JKamxoNjV1 | |
|
|
1170 | ZGozdk9nZitQR0JTUlBaZjJFOTkxL3A0Ti9XbWZkUDJ4UStQNHYrV3ZOYWtYdlhXZWRQcgo5U2Iz | |
|
|
1171 | cExaWGpwTFRvUzdjbXpKbENuRnhjWGg3ZXhNWkdjbm8wYVB4OVBRMHZyOWp4dzYyYnQzS3pwMDcy | |
|
|
1172 | YkJoQXpObXpHRGR1blZsCmQvYW5JOXpLVWsvbEJjTWU2SkdjMXFMSFBqT1dYTmRSWXZaZkQxTlpX | |
|
|
1173 | V1dmZHR1b2JpUEMyb1VSMWk3TStKcWlLRnk4Y1pIVXE2bWMKdW5xSzFLdXBIRWsvd2s4bmZqSytW | |
|
|
1174 | cmRPWGRvM2JjL3RIcmZqMmRDVEZnMWEwS0pCQzVvM2FFNkxocVcvcnVkYXoyUmNSL2tnZHBTYwpW | |
|
|
1175 | V1h6Z3BHUmtRRkFSRVFFQUlNR0RTSXBLWW5vNkdoam02U2tKRWFNR0VIejVzMFpQWG8wTDcvOGN2 | |
|
|
1176 | a2RGam4reGVwQzJCL3pyakF2CjVnYmtWOWppZXNQcjVMWXQ0T1UxTDVOK0k1MzA3T0xIc2N2SFNM | |
|
|
1177 | K1J6dVhzeThXdi9mVzFXeDIzNHFMU3NMaVFuRGx3aHFPcmpsTGYKdFQ0TlhCdlF3SzFCOFg5di92 | |
|
|
1178 | cXYvOVozclYvcXRaTC8xbk90UngxTkhlcTQxTUZGNDBJZHpWLy8vZXU1cUpqTlAyMlRrNU5ORGkv | |
|
|
1179 | NQorL3VUbUpob1VqQjI3TmpCbzQ4K2FuemVzbVZMVHB3NHdaMTMzbW5UckVJNHIxdjNSQ3BpeHVH | |
|
|
1180 | d0czRGp1QnZEL1lkWDJsdGo5NmFjCnZmZ0g2ZGwvRlpJYjZmeDN4MzhaMm1rbzJmblpaQmRrazUy | |
|
|
1181 | ZlRVNUJEdGZ6cjNNcCs1TEo2emUvZit0cnVZVzVGQllWVXFRVVVhajgKOWQraVFncVY0aXZoeXlv | |
|
|
1182 | aVpUMHY3NzMwNUhTK1hmSnRtVzFkTkM1b0tDN0NOeGRqdFY2ckNydjg4MXhSbEZMSDE4ci9SczNk | |
|
|
1183 | QUpacwpLR3YzT2Vldmg3WDZzNlN0cGUwcXkya1BHYUhpbkpMUnNuYmw1YXlKakpXN2xuV1ZKdlZM | |
|
|
1184 | ejNsOHRlZ3JxNDFSbnFLLy9sY2RGMys0CmFLVTA5c2ZtQlNNa0pJVG5ubnZPK1B6Z3dZTkVSVVda | |
|
|
1185 | dEFrTEMrUFFvVU5FUmtZQ2NQSGlSVHAyN0ZpcUx3Yyt3VXNJSVJ5T3pRL2EKZVhnVW4zNW5NQmhJ | |
|
|
1186 | VFUwbFBqNmVzTEF3a3paaFlXR3NXcldLOVBSMFZxeFlnWitmbjYxakNpR0V1SVVxaDZUbXo1OVBU | |
|
|
1187 | RXdNK2ZuNQp4TWJHNHVucFNWeGNIQUF4TVRHRWhvWnk5OTEzMDZOSEQ1bzNiODdubjMrdVJrd2ho | |
|
|
1188 | QkEzVSt6Y2xpMWJGRjlmWCtXdXUrNVMzbjMzCjNUTGJ6Snc1VStuUW9ZTVNIQnlzSEQ1ODJNWUpp | |
|
|
1189 | MVdXYy9QbXpVcVRKazJVb0tBZ0pTZ29TSG50dGRkc25uSENoQWxLcTFhdGxJQ0EKZ0hMYjJNTzJy | |
|
|
1190 | Q3luUFd4TFJWR1VQLzc0UTlIcGRJcS92Ny9TdDI5Zlpmbnk1V1cyVTN1Ym1wTlQ3VzJhbloydGhJ | |
|
|
1191 | YUdLb0dCZ1VwWQpXSmp5emp2dmxObE83VzFwVGs2MXQrWE5DZ29LbEtDZ0lHWElrQ0Zsdm0vcDly | |
|
|
1192 | VDdnaEVVRktSczJiSkZTVTFOVlRwMzdxeGN2SGpSCjVQMmtwQ1NsZCsvZVNucDZ1ckppeFFvbE9q | |
|
|
1193 | cmFMbk51M3J4WkdUcDBxQ3JaU2hnTUJtWDM3dDNsZmhEYnk3YXNMS2M5YkV0RlVaUnoKNTg0cGUv | |
|
|
1194 | YnNVUlJGVVM1ZXZLaDA2TkJCeWN6TU5HbGpEOXZVbkp6MnNFMnZYNyt1S0lxaTVPVGtLRjI2ZEZG | |
|
|
1195 | Ky8vMTNrL2Z0WVZzcQpTdVU1N1dGYmxwZzdkNjR5WnN5WU12TlVaWHZhOVluSE4xK3o0ZTN0YmJ4 | |
|
|
1196 | bTQyYTNYck54K1BCaHU4d0o2ay9TOStuVGgyYk55bCtOCjFCNjJKVlNlRTlUZmxnQmVYbDRFQlJX | |
|
|
1197 | dk11RHA2VW1YTGwzWXVYT25TUnQ3MktibTVBVDF0Mm5EaHNXM2xiMTI3Um9GQlFYVXEyZDYKOFo0 | |
|
|
1198 | OWJFdW9QQ2VvdnkwQjB0TFMrT0dISC9qNzMvOWVacDZxYkUrN0xoamxYYk54c3gwN2R1RHYvNzk3 | |
|
|
1199 | ZVpkY3MyRkw1dVRVYURScwozNzZkb0tBZ3BrMmJadk9NNXJDSGJXa09lOXlXeDQ4ZjUrREJnNFNH | |
|
|
1200 | aHBxOGJtL2J0THljOXJCTmk0cUtDQXdNcEhYcjFreWFOSW5iCmI3L2Q1SDE3MlphVjViU0hiUWt3 | |
|
|
1201 | ZGVwVS92M3ZmK1BpVXZiSGZGVzJwMTBYREhNb0ZsMnpvWjdnNEdCT256NU5jbkl5L3Y3K1RKa3kK | |
|
|
1202 | UmUxSXBjaTJySnFzckN4R2pSckZ2SG56YU5Tb2tjbDc5clJOSzhwcEQ5dlV4Y1dGMzM3N2plUEhq | |
|
|
1203 | N040OFdMMjdObGo4cjY5Yk12SwpjdHJEdGx5M2JoMnRXclZDcTlXV3U3ZFRsZTFwMXdVakpDU0VJ | |
|
|
1204 | MGYrZDYrTGd3Y1Awck5uVDVNMkpkZHNsQ2p2bW8yYVpFNU9kM2QzCkdqWnNpSnViRzQ4Ly9qakp5 | |
|
|
1205 | Y25rNXViYU5HZGw3R0ZibXNPZXRtVitmajdEaHcvbjBVY2Y1Yjc3N2l2MXZyMXMwOHB5MnRNMmJk | |
|
|
1206 | KysKUGZmZWUyK3B3N3Iyc2kxTGxKZlRIcmJsOXUzYldiTm1EUjA2ZEdEMDZORnMyclNKc1dQSG1y | |
|
|
1207 | U3B5dmEwNjRMaEtOZHNtSlB6d29VTAp4bXErZHUxYXVuWHJWdWF4VHpYWnc3WTBoNzFzUzBWUmVQ | |
|
|
1208 | enh4d2tJQ09EWlo1OHRzNDA5YkZOemNxcTlUUzlkdXNUVnExY0JTRTlQCjUrZWZmeTVWMk94aFc1 | |
|
|
1209 | cVRVKzF0Q2ZER0cyOXcrdlJwVWxKUytQTExMK25YcngrZmZ2cXBTWnVxYkUrN1hCcmtabzV5elVa | |
|
|
1210 | bE9iLzUKNWh1V0xGbUNxNnNyM2JwMVkrN2N1VGJQT0hyMGFMWnMyY0tsUzVlNC9mYmJtVE5uRHZu | |
|
|
1211 | NStjYU05ckl0Szh0cEQ5c1M0TmRmZitYegp6eituVzdkdWFMVmFvUGdYOVk4Ly9qQm10WWR0YWs1 | |
|
|
1212 | T3RiZnB1WFBuR0RkdUhJV0ZoWGg1ZVRGanhnemF0R2xqZDcvcjV1UlVlMXVXCnBlUlFVM1czcDBQ | |
|
|
1213 | ZlFFa0lJWVR0MlBVaEtTR0VFUFpEQ29ZUVFnaXpTTUVRUWdoaEZpa1lRZ2doekNJRlExaVZpNHNM | |
|
|
1214 | TTJiTU1ENy8KejMvK3c1dzU1dHc4eW5wME9oMjdkKzhHSURvNm1zek16R3IxcDlmckdUcDBxTm12 | |
|
|
1215 | MThSWU5lbnMyYk9NSERuU3BtTUt4eVFGUTFoVgozYnAxK2U2NzcwaFBUd2NzdnhLM3NMQ3cyaGx1 | |
|
|
1216 | SG5QOSt2VTBhVkw2N20zaWY5cTJiY3ZYWDMrdGRnemhBS1JnQ0t0eWMzUGp5U2VmClpONjhlYVhl | |
|
|
1217 | TzN2MkxGT21UQ0V3TUpDcFU2ZHk0Y0lGQU1hUEg4KzBhZE1JQ3d2amhSZGVZTUtFQ1V5ZlBwM1Ew | |
|
|
1218 | RkE2ZCs3TW5qMTcKZVBMSkorblNwUXV6Wjg4MjlqZHg0a1JDUWtMbzFhc1hTNWN1TFROUCsvYnRT | |
|
|
1219 | VTlQNS8zMzMwZXIxYUxWYXVuUW9RUDkrdlVEaXRjQgpHenQyTEdGaFljeWNPZE40Ulc1eWNqTDkr | |
|
|
1220 | L2RIcTlXeVljT0dTci92N094czNubm5IZnIyN1V0MGREUjZ2UjZBOFBCd2s2dHBTL1orCmNuSnl5 | |
|
|
1221 | bXhmbnRPblR6TjQ4R0NDZ29JSURBemt4SWtUcEthbTR1L3Z6K09QUDQ2Zm54OXo1c3d4NW4vdHRk | |
|
|
1222 | Y0lEUTBsSkNTRU45NTQKdzZTZjZkT25vOVZxNmQ2OU95a3BLYVNtcHRLMWExY0FQdjc0WXg1NjZD | |
|
|
1223 | SHV2ZmRlQWdJQ2VQZmRkNDMvOXFlZmZpSThQSnpRMEZDZQpmZlpaSmsrZVhDcm4zcjE3NmQrL1Aw | |
|
|
1224 | RkJRUVFIQjNQdDJyVkt0NTF3SU5WWk9sZUlXelZ1M0ZqSnpNeFUycmR2cjJSa1pDai8rYzkvCmxO | |
|
|
1225 | bXpaeXVLb2loVHAwNVYzbjc3YlVWUkZPV05OOTVRbm4vK2VVVlJGR1hjdUhGSzM3NTlqVXR1ang4 | |
|
|
1226 | L1hoazhlTENTbTV1cmZQengKeDByanhvMFZ2VjZ2NU9ibUtuNStmc2FsNHk5ZnZxd29pcUxrNXVZ | |
|
|
1227 | cVlXRmh5clZyMXhSRlVSU2RUcWZzMnJWTFVSUkZhZCsrdlpLZQpubTdNbDUrZnIvVHAwMGRadDI2 | |
|
|
1228 | ZHNlM1ZxMWNWUlZHVTU1OS9Ydm55eXk4VlJWR1VidDI2S1VsSlNjcTFhOWVVcUtpb01wZUgzcng1 | |
|
|
1229 | CnMvRStBeDk5OUpHeVlNRUNSVkVVNWZ6NTgwcG9hS2lpS0lveWI5NDhaZGFzV1lxaUtNclpzMmVW | |
|
|
1230 | enAwN1Y5ais1ajV2Tm12V0xPWEQKRHo4MGZnL1oyZGxLU2txS290Rm9sRysvL1ZiSnljbFJIbmpn | |
|
|
1231 | QWVXYmI3NHgyVFlGQlFYSzBLRkRsU05IamhpMzlhSkZpNHpiN2NhTgpHMHBLU29weEtmbVBQdnBJ | |
|
|
1232 | YWRXcWxYTDI3RmtsTXpOVGFkZXVuWktYbDZmazUrY3I3ZHUzVjFKU1VwVDA5SFFsT0RoWW1UeDVj | |
|
|
1233 | cW1jCjQ4YU5Velp1M0tnb1N2RXk0QVVGQmFYYUNNY2xleGpDNnR6ZDNSazdkcXpKWDZjQVAvNzRJ | |
|
|
1234 | NDg5OWhnQWp6LytPR3ZYcmdXS0R5R04KR0RFQ2QzZDNZOXNSSTBaUXQyNWR3c1BEYWRxMEtYMzc5 | |
|
|
1235 | cVZ1M2Jwb3RWcmpTc0R4OGZGRVIwZWoxV281ZWZJa216WnRxalJiYkd3cwovZnYzSnpvNm1sMjdk | |
|
|
1236 | bkhnd0FGME9oMWFyWloxNjlaaE1CZzRjK1lNaXFJUUdocEtvMGFOR0RWcVZLWExWYTlhdFlxbFM1 | |
|
|
1237 | ZWkxV3FKCmlvcml3b1VMcEtTazhPQ0REL0xOTjk4QXNITGxTdU5jUVZudFQ1NDhXVzcvSVNFaHpK | |
|
|
1238 | OC9uN2ZlZW92TGx5OVR2MzU5b0hoWm12dnYKdjU5Njllb3hldlJvZnZycEp3QjI3dHpKOE9IRDZk | |
|
|
1239 | YXRHN3QzNytibm4zOG1MeStQelpzMzg4UVRUd0RGaHc4Yk5HaFFhcXhCZ3diUgpwazBiM04zZDhm | |
|
|
1240 | ZjNaL2Z1M1NRbUp0SzFhMWZhdDI5UDgrYk5HVFpzV0puYkpEdzhuSmt6Wi9MZWUrOVJVRkJBblRw | |
|
|
1241 | MUt2MlpDTWRoCjkwdURDTWYwN0xQUEVod2N6SVFKRTB4ZUwrK0R0MDJiTmliUFM5Ym5xbHUzTGsy | |
|
|
1242 | Yk5qVytYcmR1WGZMeThzakt5bUxtekpsczNicVYKMjI2N2pmdnZ2NThyVjY1VW1Pbmpqei9tOU9u | |
|
|
1243 | VExGNjhHQ2hlcGpvZ0lJRE5temVidEV0TFN6UHZtN3hKVVZFUml4WXRJaUlpb3RSNwpMVnEwWVAv | |
|
|
1244 | Ky9heGN1ZEs0TkVONTdVdVc2N2hWZEhRMDNidDM1L1BQUDZkMzc5NTgvZlhYSnR1bFJNbjh6ZVRK | |
|
|
1245 | ay9ubW0yOElDQWhnCjZ0U3BYTGx5QlkxR1UrWUtwYmU2ZFh2bjVPVGc2dXBxTWpkVVhoOHhNVEVN | |
|
|
1246 | SERqUXVCUkpVbElTclZ1M3JuQTg0VGhrRDBQVWlHYk4KbXZIZ2d3L3kzLy8rMS9oQmMrKzk5L0xK | |
|
|
1247 | SjU5UVZGVEVzbVhMR0Rac1dKWDZWaFNGcTFldjR1Ym1ocGVYRjhlT0hlT1hYMzZwOE4vcwoycldM | |
|
|
1248 | dVhQbjh0bG5ueGxmQ3drSjRjS0ZDOFk5bHV2WHIvUDc3Ny9UcmwwNzZ0U3BRM0p5TXRldlgyZmx5 | |
|
|
1249 | cFdWWmhvelpneHhjWEZrClpXVUJtQ3g1UFdyVUtONTY2eTB5TXpNSkNBaW90SDFaVWxKU2pHc1g5 | |
|
|
1250 | ZS9mM3pndmtwR1J3ZmZmZjA5dWJpNWZmZlVWVVZGUjVPVGsKa0pXVlJmdjI3VGx6NWd5clY2OEdp | |
|
|
1251 | dWVYN3JubkhwWXVYWXFpS09UbTVwS2RuVjNwOTZiUmFPalpzeWY3OSs4bk5UV1Z5NWN2czI3ZAp1 | |
|
|
1252 | akpQYURoeDRnUWRPM2JrSC8vNEI3Nit2blp4cnhKaFBWSXdoRlhkL0NFeWZmcDBMbDI2Wkh3K1k4 | |
|
|
1253 | WU0vdmpqRDdSYUxSY3VYR0RhCnRHbGwvcnRibjVmMTN1MjMzODd3NGNNSkNBaGcwcVJKNVo2S1d2 | |
|
|
1254 | Slg5YUpGaTdoeTVRcjMzSE1QV3EyV0o1OThFb0RQUHZ1TUpVdVcKMEsxYk4zcjE2c1hSbzBjQitP | |
|
|
1255 | Q0REM2p4eFJlNSsrNjdDUXdNTFBQRFVhUFJHRjhmTVdJRW9hR2hSRVpHRWhBUXdLeFpzNHp0Um93 | |
|
|
1256 | WQp3VmRmZmNXRER6NW84bHBaN1cvdTgyWXJWNjRrSUNDQWtKQVFidHk0WWV6TDE5ZVhOV3ZXRUJR | |
|
|
1257 | VVJFQkFBTkhSMGRTdlg1K1pNMmNTCkdocktxRkdqdVBmZWU0Mzl2UDc2Nnh3L2ZwekF3RUI2OSs1 | |
|
|
1258 | dFBQR2daTXp5eHE5VHB3N3Z2ZmNlbzBhTklpb3FpcTVkdTlLaFE0ZFMKN1JZc1dFRFhybDBKRFEz | |
|
|
1259 | RjE5ZVhYcjE2bGZsekVZNUpGaDhVd2tHbHBxWXlkT2hROXUvZmI1UHhybCsvVHFOR2pjakl5R0RJ | |
|
|
1260 | a0NGOAorT0dIZE83YzJTWmpDL3NnY3hoQ09EQmIzbkZ1OXV6WmJOeTRFVGMzTng1NTVCRXBGazVJ | |
|
|
1261 | OWpDRUVFS1lSZVl3aEJCQ21FVUtoaEJDCkNMTkl3UkJDQ0dFV0tSaENDQ0hNSWdWRENDR0VXYVJn | |
|
|
1262 | Q0NHRU1Ndi9BMkdrMllXcWd3ZTFBQUFBQUVsRlRrU3VRbUNDCg== | |
|
|
1263 | </png> | |
|
|
1264 | </output> | |
|
|
1265 | </outputs> | |
|
|
1266 | </codecell> | |
|
|
1267 | </cells> | |
|
|
1268 | </worksheet> | |
|
|
1269 | </worksheets> | |
|
|
1270 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "rmt", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "# Eigenvalue distribution of Gaussian orthogonal random matrices", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "source": "The eigenvalues of random matrices obey certain statistical laws. Here we construct random matrices \nfrom the Gaussian Orthogonal Ensemble (GOE), find their eigenvalues and then investigate the nearest\nneighbor eigenvalue distribution $\\rho(s)$.", | |
|
|
13 | "cell_type": "markdown" | |
|
|
14 | }, | |
|
|
15 | { | |
|
|
16 | "cell_type": "code", | |
|
|
17 | "language": "python", | |
|
|
18 | "outputs": [], | |
|
|
19 | "collapsed": false, | |
|
|
20 | "prompt_number": 1, | |
|
|
21 | "input": "from rmtkernel import ensemble_diffs, normalize_diffs, GOE\nimport numpy as np\nfrom IPython.parallel import Client" | |
|
|
22 | }, | |
|
|
23 | { | |
|
|
24 | "source": "## Wigner's nearest neighbor eigenvalue distribution", | |
|
|
25 | "cell_type": "markdown" | |
|
|
26 | }, | |
|
|
27 | { | |
|
|
28 | "source": "The Wigner distribution gives the theoretical result for the nearest neighbor eigenvalue distribution\nfor the GOE:\n\n$$\\rho(s) = \\frac{\\pi s}{2} \\exp(-\\pi s^2/4)$$", | |
|
|
29 | "cell_type": "markdown" | |
|
|
30 | }, | |
|
|
31 | { | |
|
|
32 | "cell_type": "code", | |
|
|
33 | "language": "python", | |
|
|
34 | "outputs": [], | |
|
|
35 | "collapsed": true, | |
|
|
36 | "prompt_number": 2, | |
|
|
37 | "input": "def wigner_dist(s):\n \"\"\"Returns (s, rho(s)) for the Wigner GOE distribution.\"\"\"\n return (np.pi*s/2.0) * np.exp(-np.pi*s**2/4.)" | |
|
|
38 | }, | |
|
|
39 | { | |
|
|
40 | "cell_type": "code", | |
|
|
41 | "language": "python", | |
|
|
42 | "outputs": [], | |
|
|
43 | "collapsed": true, | |
|
|
44 | "prompt_number": 3, | |
|
|
45 | "input": "def generate_wigner_data():\n s = np.linspace(0.0,4.0,400)\n rhos = wigner_dist(s)\n return s, rhos" | |
|
|
46 | }, | |
|
|
47 | { | |
|
|
48 | "cell_type": "code", | |
|
|
49 | "language": "python", | |
|
|
50 | "outputs": [], | |
|
|
51 | "collapsed": false, | |
|
|
52 | "prompt_number": 4, | |
|
|
53 | "input": "s, rhos = generate_wigner_data()" | |
|
|
54 | }, | |
|
|
55 | { | |
|
|
56 | "cell_type": "code", | |
|
|
57 | "language": "python", | |
|
|
58 | "outputs": [ | |
|
|
59 | { | |
|
|
60 | "output_type": "pyout", | |
|
|
61 | "prompt_number": 17, | |
|
|
62 | "text": "<matplotlib.text.Text at 0x3828790>" | |
|
|
63 | }, | |
|
|
64 | { | |
|
|
65 | "output_type": "display_data", | |
|
|
66 | "png": "iVBORw0KGgoAAAANSUhEUgAAAYwAAAEMCAYAAADXiYGSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nSUVORK5CYII=\n" | |
|
|
67 | } | |
|
|
68 | ], | |
|
|
69 | "collapsed": false, | |
|
|
70 | "prompt_number": 17, | |
|
|
71 | "input": "plot(s, rhos)\nxlabel('Normalized level spacing s')\nylabel('Probability $\\rho(s)$')" | |
|
|
72 | }, | |
|
|
73 | { | |
|
|
74 | "source": "## Serial calculation of nearest neighbor eigenvalue distribution", | |
|
|
75 | "cell_type": "markdown" | |
|
|
76 | }, | |
|
|
77 | { | |
|
|
78 | "source": "In this section we numerically construct and diagonalize a large number of GOE random matrices\nand compute the nerest neighbor eigenvalue distribution. This comptation is done on a single core.", | |
|
|
79 | "cell_type": "markdown" | |
|
|
80 | }, | |
|
|
81 | { | |
|
|
82 | "cell_type": "code", | |
|
|
83 | "language": "python", | |
|
|
84 | "outputs": [], | |
|
|
85 | "collapsed": true, | |
|
|
86 | "prompt_number": 6, | |
|
|
87 | "input": "def serial_diffs(num, N):\n \"\"\"Compute the nearest neighbor distribution for num NxX matrices.\"\"\"\n diffs = ensemble_diffs(num, N)\n normalized_diffs = normalize_diffs(diffs)\n return normalized_diffs" | |
|
|
88 | }, | |
|
|
89 | { | |
|
|
90 | "cell_type": "code", | |
|
|
91 | "language": "python", | |
|
|
92 | "outputs": [], | |
|
|
93 | "collapsed": true, | |
|
|
94 | "prompt_number": 7, | |
|
|
95 | "input": "serial_nmats = 1000\nserial_matsize = 50" | |
|
|
96 | }, | |
|
|
97 | { | |
|
|
98 | "cell_type": "code", | |
|
|
99 | "language": "python", | |
|
|
100 | "outputs": [ | |
|
|
101 | { | |
|
|
102 | "output_type": "stream", | |
|
|
103 | "text": "1 loops, best of 1: 1.19 s per loop" | |
|
|
104 | } | |
|
|
105 | ], | |
|
|
106 | "collapsed": false, | |
|
|
107 | "prompt_number": 8, | |
|
|
108 | "input": "%timeit -r1 -n1 serial_diffs(serial_nmats, serial_matsize)" | |
|
|
109 | }, | |
|
|
110 | { | |
|
|
111 | "cell_type": "code", | |
|
|
112 | "language": "python", | |
|
|
113 | "outputs": [], | |
|
|
114 | "collapsed": false, | |
|
|
115 | "prompt_number": 9, | |
|
|
116 | "input": "serial_diffs = serial_diffs(serial_nmats, serial_matsize)" | |
|
|
117 | }, | |
|
|
118 | { | |
|
|
119 | "source": "The numerical computation agrees with the predictions of Wigner, but it would be nice to get more\nstatistics. For that we will do a parallel computation.", | |
|
|
120 | "cell_type": "markdown" | |
|
|
121 | }, | |
|
|
122 | { | |
|
|
123 | "cell_type": "code", | |
|
|
124 | "language": "python", | |
|
|
125 | "outputs": [ | |
|
|
126 | { | |
|
|
127 | "output_type": "pyout", | |
|
|
128 | "prompt_number": 10, | |
|
|
129 | "text": "<matplotlib.text.Text at 0x3475bd0>" | |
|
|
130 | }, | |
|
|
131 | { | |
|
|
132 | "output_type": "display_data", | |
|
|
133 | "png": "iVBORw0KGgoAAAANSUhEUgAAAYwAAAEMCAYAAADXiYGSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\nrkJggg==\n" | |
|
|
134 | } | |
|
|
135 | ], | |
|
|
136 | "collapsed": false, | |
|
|
137 | "prompt_number": 10, | |
|
|
138 | "input": "hist_data = hist(serial_diffs, bins=30, normed=True)\nplot(s, rhos)\nxlabel('Normalized level spacing s')\nylabel('Probability $P(s)$')" | |
|
|
139 | }, | |
|
|
140 | { | |
|
|
141 | "source": "## Parallel calculation of nearest neighbor eigenvalue distribution", | |
|
|
142 | "cell_type": "markdown" | |
|
|
143 | }, | |
|
|
144 | { | |
|
|
145 | "source": "Here we perform a parallel computation, where each process constructs and diagonalizes a subset of\nthe overall set of random matrices.", | |
|
|
146 | "cell_type": "markdown" | |
|
|
147 | }, | |
|
|
148 | { | |
|
|
149 | "cell_type": "code", | |
|
|
150 | "language": "python", | |
|
|
151 | "outputs": [], | |
|
|
152 | "collapsed": true, | |
|
|
153 | "prompt_number": 11, | |
|
|
154 | "input": "def parallel_diffs(rc, num, N):\n nengines = len(rc.targets)\n num_per_engine = num/nengines\n print \"Running with\", num_per_engine, \"per engine.\"\n ar = rc.apply_async(ensemble_diffs, num_per_engine, N)\n diffs = np.array(ar.get()).flatten()\n normalized_diffs = normalize_diffs(diffs)\n return normalized_diffs" | |
|
|
155 | }, | |
|
|
156 | { | |
|
|
157 | "cell_type": "code", | |
|
|
158 | "language": "python", | |
|
|
159 | "outputs": [], | |
|
|
160 | "collapsed": true, | |
|
|
161 | "prompt_number": 12, | |
|
|
162 | "input": "client = Client()\nview = client[:]\nview.run('rmtkernel.py')\nview.block = False" | |
|
|
163 | }, | |
|
|
164 | { | |
|
|
165 | "cell_type": "code", | |
|
|
166 | "language": "python", | |
|
|
167 | "outputs": [], | |
|
|
168 | "collapsed": true, | |
|
|
169 | "prompt_number": 13, | |
|
|
170 | "input": "parallel_nmats = 40*serial_nmats\nparallel_matsize = 50" | |
|
|
171 | }, | |
|
|
172 | { | |
|
|
173 | "cell_type": "code", | |
|
|
174 | "language": "python", | |
|
|
175 | "outputs": [ | |
|
|
176 | { | |
|
|
177 | "output_type": "stream", | |
|
|
178 | "text": "Running with 10000 per engine.\n1 loops, best of 1: 14 s per loop" | |
|
|
179 | }, | |
|
|
180 | { | |
|
|
181 | "output_type": "stream" | |
|
|
182 | } | |
|
|
183 | ], | |
|
|
184 | "collapsed": false, | |
|
|
185 | "prompt_number": 14, | |
|
|
186 | "input": "%timeit -r1 -n1 parallel_diffs(view, parallel_nmats, parallel_matsize)" | |
|
|
187 | }, | |
|
|
188 | { | |
|
|
189 | "cell_type": "code", | |
|
|
190 | "language": "python", | |
|
|
191 | "outputs": [ | |
|
|
192 | { | |
|
|
193 | "output_type": "stream", | |
|
|
194 | "text": "Running with 10000 per engine." | |
|
|
195 | } | |
|
|
196 | ], | |
|
|
197 | "collapsed": false, | |
|
|
198 | "prompt_number": 15, | |
|
|
199 | "input": "pdiffs = parallel_diffs(view, parallel_nmats, parallel_matsize)" | |
|
|
200 | }, | |
|
|
201 | { | |
|
|
202 | "source": "Again, the agreement with the Wigner distribution is excellent, but now we have better\nstatistics.", | |
|
|
203 | "cell_type": "markdown" | |
|
|
204 | }, | |
|
|
205 | { | |
|
|
206 | "cell_type": "code", | |
|
|
207 | "language": "python", | |
|
|
208 | "outputs": [ | |
|
|
209 | { | |
|
|
210 | "output_type": "pyout", | |
|
|
211 | "prompt_number": 16, | |
|
|
212 | "text": "<matplotlib.text.Text at 0x376c950>" | |
|
|
213 | }, | |
|
|
214 | { | |
|
|
215 | "output_type": "display_data", | |
|
|
216 | "png": "iVBORw0KGgoAAAANSUhEUgAAAYwAAAEMCAYAAADXiYGSAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz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\n" | |
|
|
217 | } | |
|
|
218 | ], | |
|
|
219 | "collapsed": false, | |
|
|
220 | "prompt_number": 16, | |
|
|
221 | "input": "hist_data = hist(pdiffs, bins=30, normed=True)\nplot(s, rhos)\nxlabel('Normalized level spacing s')\nylabel('Probability $P(s)$')" | |
|
|
222 | } | |
|
|
223 | ] | |
|
|
224 | } | |
|
|
225 | ] | |
|
|
226 | } No newline at end of file | |
| @@ -1,78 +1,87 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 | <name>task_1</name> | |
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source># Simple task farming example</source> | |
|
|
10 | </markdowncell> | |
|
|
11 | <codecell> | |
|
|
12 | <input>from IPython.parallel import Client</input> | |
|
|
13 |
|
|
|
|
14 | <prompt_number>3</prompt_number> | |
|
|
15 | <collapsed>1</collapsed> | |
|
|
16 | <outputs /> | |
|
|
17 | </codecell> | |
|
|
18 | <markdowncell> | |
|
|
19 | <source>A `Client.load_balanced_view` is used to get the object used for working with load balanced tasks.</source> | |
|
|
20 | </markdowncell> | |
|
|
21 | <codecell> | |
|
|
22 | <input>rc = Client() | |
|
|
23 | v = rc.load_balanced_view()</input> | |
|
|
24 | <language>python</language> | |
|
|
25 | <prompt_number>4</prompt_number> | |
|
|
26 | <collapsed>1</collapsed> | |
|
|
27 | <outputs /> | |
|
|
28 | </codecell> | |
|
|
29 | <markdowncell> | |
|
|
30 | <source>Set the variable `d` on all engines:</source> | |
|
|
31 | </markdowncell> | |
|
|
32 | <codecell> | |
|
|
33 | <input>rc[:]['d'] = 30</input> | |
|
|
34 | <language>python</language> | |
|
|
35 | <prompt_number>5</prompt_number> | |
|
|
36 | <collapsed>1</collapsed> | |
|
|
37 | <outputs /> | |
|
|
38 | </codecell> | |
|
|
39 | <markdowncell> | |
|
|
40 | <source>Define a function that will be our task:</source> | |
|
|
41 | </markdowncell> | |
|
|
42 | <codecell> | |
|
|
43 | <input>def task(a): | |
|
|
44 | return a, 10*d, a*10*d</input> | |
|
|
45 | <language>python</language> | |
|
|
46 | <prompt_number>6</prompt_number> | |
|
|
47 | <collapsed>1</collapsed> | |
|
|
48 | <outputs /> | |
|
|
49 | </codecell> | |
|
|
50 | <markdowncell> | |
|
|
51 | <source>Run the task once:</source> | |
|
|
52 | </markdowncell> | |
|
|
53 | <codecell> | |
|
|
54 | <input>ar = v.apply(task, 5)</input> | |
|
|
55 | <language>python</language> | |
|
|
56 | <prompt_number>7</prompt_number> | |
|
|
57 | <collapsed>1</collapsed> | |
|
|
58 | <outputs /> | |
|
|
59 | </codecell> | |
|
|
60 | <markdowncell> | |
|
|
61 | <source>Print the results:</source> | |
|
|
62 | </markdowncell> | |
|
|
63 | <codecell> | |
|
|
64 | <input>print "a, b, c: ", ar.get()</input> | |
|
|
65 | <language>python</language> | |
|
|
66 | <prompt_number>8</prompt_number> | |
|
|
67 | <collapsed>0</collapsed> | |
|
|
68 | <outputs> | |
|
|
69 | <output> | |
|
|
70 | <output_type>stream</output_type> | |
|
|
71 | <text>a, b, c: [5, 300, 1500]</text> | |
|
|
72 | </output> | |
|
|
73 | </outputs> | |
|
|
74 | </codecell> | |
|
|
75 | </cells> | |
|
|
76 | </worksheet> | |
|
|
77 | </worksheets> | |
|
|
78 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "task_1", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "# Simple task farming example", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "cell_type": "code", | |
|
|
13 | "language": "python", | |
|
|
14 | "outputs": [], | |
|
|
15 | "collapsed": true, | |
|
|
16 | "prompt_number": 3, | |
|
|
17 | "input": "from IPython.parallel import Client" | |
|
|
18 | }, | |
|
|
19 | { | |
|
|
20 | "source": "A `Client.load_balanced_view` is used to get the object used for working with load balanced tasks.", | |
|
|
21 | "cell_type": "markdown" | |
|
|
22 | }, | |
|
|
23 | { | |
|
|
24 | "cell_type": "code", | |
|
|
25 | "language": "python", | |
|
|
26 | "outputs": [], | |
|
|
27 | "collapsed": true, | |
|
|
28 | "prompt_number": 4, | |
|
|
29 | "input": "rc = Client()\nv = rc.load_balanced_view()" | |
|
|
30 | }, | |
|
|
31 | { | |
|
|
32 | "source": "Set the variable `d` on all engines:", | |
|
|
33 | "cell_type": "markdown" | |
|
|
34 | }, | |
|
|
35 | { | |
|
|
36 | "cell_type": "code", | |
|
|
37 | "language": "python", | |
|
|
38 | "outputs": [], | |
|
|
39 | "collapsed": true, | |
|
|
40 | "prompt_number": 5, | |
|
|
41 | "input": "rc[:]['d'] = 30" | |
|
|
42 | }, | |
|
|
43 | { | |
|
|
44 | "source": "Define a function that will be our task:", | |
|
|
45 | "cell_type": "markdown" | |
|
|
46 | }, | |
|
|
47 | { | |
|
|
48 | "cell_type": "code", | |
|
|
49 | "language": "python", | |
|
|
50 | "outputs": [], | |
|
|
51 | "collapsed": true, | |
|
|
52 | "prompt_number": 6, | |
|
|
53 | "input": "def task(a):\n return a, 10*d, a*10*d" | |
|
|
54 | }, | |
|
|
55 | { | |
|
|
56 | "source": "Run the task once:", | |
|
|
57 | "cell_type": "markdown" | |
|
|
58 | }, | |
|
|
59 | { | |
|
|
60 | "cell_type": "code", | |
|
|
61 | "language": "python", | |
|
|
62 | "outputs": [], | |
|
|
63 | "collapsed": true, | |
|
|
64 | "prompt_number": 7, | |
|
|
65 | "input": "ar = v.apply(task, 5)" | |
|
|
66 | }, | |
|
|
67 | { | |
|
|
68 | "source": "Print the results:", | |
|
|
69 | "cell_type": "markdown" | |
|
|
70 | }, | |
|
|
71 | { | |
|
|
72 | "cell_type": "code", | |
|
|
73 | "language": "python", | |
|
|
74 | "outputs": [ | |
|
|
75 | { | |
|
|
76 | "output_type": "stream", | |
|
|
77 | "text": "a, b, c: [5, 300, 1500]" | |
|
|
78 | } | |
|
|
79 | ], | |
|
|
80 | "collapsed": false, | |
|
|
81 | "prompt_number": 8, | |
|
|
82 | "input": "print \"a, b, c: \", ar.get()" | |
|
|
83 | } | |
|
|
84 | ] | |
|
|
85 | } | |
|
|
86 | ] | |
|
|
87 | } No newline at end of file | |
| @@ -1,74 +1,69 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 | <name>taskmap</name> | |
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source># Load balanced map and parallel function decorator</source> | |
|
|
10 | </markdowncell> | |
|
|
11 | <codecell> | |
|
|
12 | <input>from IPython.parallel import Client</input> | |
|
|
13 |
|
|
|
|
14 | <prompt_number>4</prompt_number> | |
|
|
15 | <collapsed>1</collapsed> | |
|
|
16 | <outputs /> | |
|
|
17 | </codecell> | |
|
|
18 | <codecell> | |
|
|
19 | <input>rc = Client() | |
|
|
20 | v = rc.load_balanced_view()</input> | |
|
|
21 |
|
|
|
|
22 | <prompt_number>5</prompt_number> | |
|
|
23 | <collapsed>1</collapsed> | |
|
|
24 | <outputs /> | |
|
|
25 | </codecell> | |
|
|
26 | <codecell> | |
|
|
27 | <input>result = v.map(lambda x: 2*x, range(10)) | |
|
|
28 | print "Simple, default map: ", list(result)</input> | |
|
|
29 |
|
|
|
|
30 | <prompt_number>6</prompt_number> | |
|
|
31 | <collapsed>0</collapsed> | |
|
|
32 | <outputs> | |
|
|
33 | <output> | |
|
|
34 | <output_type>stream</output_type> | |
|
|
35 | <text>Simple, default map: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]</text> | |
|
|
36 | </output> | |
|
|
37 | </outputs> | |
|
|
38 | </codecell> | |
|
|
39 | <codecell> | |
|
|
40 | <input>ar = v.map_async(lambda x: 2*x, range(10)) | |
|
|
41 | print "Submitted tasks, got ids: ", ar.msg_ids | |
|
|
42 | result = ar.get() | |
|
|
43 | print "Using a mapper: ", result</input> | |
|
|
44 | <language>python</language> | |
|
|
45 | <prompt_number>7</prompt_number> | |
|
|
46 | <collapsed>0</collapsed> | |
|
|
47 | <outputs> | |
|
|
48 | <output> | |
|
|
49 | <output_type>stream</output_type> | |
|
|
50 | <text>Submitted tasks, got ids: [&apos;2a25ff3f-f0d0-4428-909a-3fe808ca61f9&apos;, &apos;edd42168-fac2-4b3f-a696-ce61b37aa71d&apos;, &apos;8a548908-7812-44e6-a8b1-68e941bee608&apos;, &apos;26435a77-fe86-49b6-b59f-de864d59c99f&apos;, &apos;6750c7b4-2168-49ec-bcc4-feb1e17c5e53&apos;, &apos;117240d1-5dfc-4783-948f-e9523b2b2f6a&apos;, &apos;6de16d46-f2e2-49bd-8180-e43d1d875529&apos;, &apos;3d372b84-0c68-4315-92c8-a080c68478b7&apos;, &apos;43acedae-e35c-4a17-87f0-9e5e672500f7&apos;, &apos;eb71dd1f-9500-4375-875d-c2c42999848c&apos;] | |
|
|
51 | Using a mapper: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]</text> | |
|
|
52 |
|
|
|
|
53 | </outputs> | |
|
|
54 | </codecell> | |
|
|
55 | <codecell> | |
|
|
56 | <input>@v.parallel(block=True) | |
|
|
57 | def f(x): return 2*x | |
|
|
58 | ||
|
|
59 | result = f.map(range(10)) | |
|
|
60 | print "Using a parallel function: ", result</input> | |
|
|
61 | <language>python</language> | |
|
|
62 | <prompt_number>8</prompt_number> | |
|
|
63 | <collapsed>0</collapsed> | |
|
|
64 | <outputs> | |
|
|
65 |
|
|
|
|
66 | <output_type>stream</output_type> | |
|
|
67 | <text>Using a parallel function: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]</text> | |
|
|
68 | </output> | |
|
|
69 | </outputs> | |
|
|
70 | </codecell> | |
|
|
71 | </cells> | |
|
|
72 | </worksheet> | |
|
|
73 | </worksheets> | |
|
|
74 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "taskmap", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "# Load balanced map and parallel function decorator", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "cell_type": "code", | |
|
|
13 | "language": "python", | |
|
|
14 | "outputs": [], | |
|
|
15 | "collapsed": true, | |
|
|
16 | "prompt_number": 4, | |
|
|
17 | "input": "from IPython.parallel import Client" | |
|
|
18 | }, | |
|
|
19 | { | |
|
|
20 | "cell_type": "code", | |
|
|
21 | "language": "python", | |
|
|
22 | "outputs": [], | |
|
|
23 | "collapsed": true, | |
|
|
24 | "prompt_number": 5, | |
|
|
25 | "input": "rc = Client()\nv = rc.load_balanced_view()" | |
|
|
26 | }, | |
|
|
27 | { | |
|
|
28 | "cell_type": "code", | |
|
|
29 | "language": "python", | |
|
|
30 | "outputs": [ | |
|
|
31 | { | |
|
|
32 | "output_type": "stream", | |
|
|
33 | "text": "Simple, default map: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]" | |
|
|
34 | } | |
|
|
35 | ], | |
|
|
36 | "collapsed": false, | |
|
|
37 | "prompt_number": 6, | |
|
|
38 | "input": "result = v.map(lambda x: 2*x, range(10))\nprint \"Simple, default map: \", list(result)" | |
|
|
39 | }, | |
|
|
40 | { | |
|
|
41 | "cell_type": "code", | |
|
|
42 | "language": "python", | |
|
|
43 | "outputs": [ | |
|
|
44 | { | |
|
|
45 | "output_type": "stream", | |
|
|
46 | "text": "Submitted tasks, got ids: ['2a25ff3f-f0d0-4428-909a-3fe808ca61f9', 'edd42168-fac2-4b3f-a696-ce61b37aa71d', '8a548908-7812-44e6-a8b1-68e941bee608', '26435a77-fe86-49b6-b59f-de864d59c99f', '6750c7b4-2168-49ec-bcc4-feb1e17c5e53', '117240d1-5dfc-4783-948f-e9523b2b2f6a', '6de16d46-f2e2-49bd-8180-e43d1d875529', '3d372b84-0c68-4315-92c8-a080c68478b7', '43acedae-e35c-4a17-87f0-9e5e672500f7', 'eb71dd1f-9500-4375-875d-c2c42999848c']\nUsing a mapper: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]" | |
|
|
47 | } | |
|
|
48 | ], | |
|
|
49 | "collapsed": false, | |
|
|
50 | "prompt_number": 7, | |
|
|
51 | "input": "ar = v.map_async(lambda x: 2*x, range(10))\nprint \"Submitted tasks, got ids: \", ar.msg_ids\nresult = ar.get()\nprint \"Using a mapper: \", result" | |
|
|
52 | }, | |
|
|
53 | { | |
|
|
54 | "cell_type": "code", | |
|
|
55 | "language": "python", | |
|
|
56 | "outputs": [ | |
|
|
57 | { | |
|
|
58 | "output_type": "stream", | |
|
|
59 | "text": "Using a parallel function: [0, 2, 4, 6, 8, 10, 12, 14, 16, 18]" | |
|
|
60 | } | |
|
|
61 | ], | |
|
|
62 | "collapsed": false, | |
|
|
63 | "prompt_number": 8, | |
|
|
64 | "input": "@v.parallel(block=True)\ndef f(x): return 2*x\n\nresult = f.map(range(10))\nprint \"Using a parallel function: \", result" | |
|
|
65 | } | |
|
|
66 | ] | |
|
|
67 | } | |
|
|
68 | ] | |
|
|
69 | } No newline at end of file | |
| This diff has been collapsed as it changes many lines, (886 lines changed) Show them Hide them | |||
| @@ -1,606 +1,280 b'' | |||
|
|
1 | <?xml version="1.0" encoding="utf-8"?> | |
|
|
2 | <notebook> | |
|
|
3 |
|
|
|
|
4 | <nbformat>2</nbformat> | |
|
|
5 | <worksheets> | |
|
|
6 | <worksheet> | |
|
|
7 | <cells> | |
|
|
8 | <markdowncell> | |
|
|
9 | <source><h1>Basic Symbolic Quantum Mechanics</h1></source> | |
|
|
10 | </markdowncell> | |
|
|
11 | <codecell> | |
|
|
12 | <input>%load_ext sympyprinting</input> | |
|
|
13 |
|
|
|
|
14 | <prompt_number>18</prompt_number> | |
|
|
15 | <collapsed>1</collapsed> | |
|
|
16 | <outputs /> | |
|
|
17 | </codecell> | |
|
|
18 | <codecell> | |
|
|
19 | <input>from sympy import sqrt, symbols, Rational | |
|
|
20 | from sympy import expand, Eq, Symbol, simplify, exp, sin | |
|
|
21 | from sympy.physics.quantum import * | |
|
|
22 | from sympy.physics.quantum.qubit import * | |
|
|
23 | from sympy.physics.quantum.gate import * | |
|
|
24 | from sympy.physics.quantum.grover import * | |
|
|
25 | from sympy.physics.quantum.qft import QFT, IQFT, Fourier | |
|
|
26 | from sympy.physics.quantum.circuitplot import circuit_plot</input> | |
|
|
27 | <language>python</language> | |
|
|
28 | <prompt_number>19</prompt_number> | |
|
|
29 | <collapsed>1</collapsed> | |
|
|
30 | <outputs /> | |
|
|
31 | </codecell> | |
|
|
32 | <markdowncell> | |
|
|
33 | <source><h2>Bras and Kets</h2></source> | |
|
|
34 | </markdowncell> | |
|
|
35 | <markdowncell> | |
|
|
36 | <source>Create symbolic states</source> | |
|
|
37 | </markdowncell> | |
|
|
38 | <codecell> | |
|
|
39 | <input>phi, psi = Ket('phi'), Ket('psi') | |
|
|
40 | alpha, beta = symbols('alpha beta', complex=True)</input> | |
|
|
41 | <language>python</language> | |
|
|
42 | <prompt_number>20</prompt_number> | |
|
|
43 | <collapsed>1</collapsed> | |
|
|
44 | <outputs /> | |
|
|
45 | </codecell> | |
|
|
46 | <markdowncell> | |
|
|
47 | <source>Create a superposition</source> | |
|
|
48 | </markdowncell> | |
|
|
49 | <codecell> | |
|
|
50 | <input>state = alpha*psi + beta*phi; state | |
|
|
51 | </input> | |
|
|
52 | <language>python</language> | |
|
|
53 | <prompt_number>21</prompt_number> | |
|
|
54 | <collapsed>0</collapsed> | |
|
|
55 | <outputs> | |
|
|
56 | <output> | |
|
|
57 | <output_type>pyout</output_type> | |
|
|
58 | <text>α⋅❘ψ⟩ + β⋅❘φ⟩</text> | |
|
|
59 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQUY4QUFBQVhDQVlBQUFCdFI1UDBBQUFBQkhOQ1NWUUlD | |
|
|
60 | QWdJZkFoa2lBQUFCSEJKUkVGVQphSUh0MlZtc1hXTVVCL0RmdmIwZHFCWXRqWkNyV3ZkQk9pRFZs | |
|
|
61 | bXBUTFRXMFVpU0drSGpScG9aRVRTVWtUUXlKc2VhSUd6RlVFU1hFCkEwcnd3SldLNFVFMFNqd2dh | |
|
|
62 | Rk5xbmtyYTRQS3c5czdaZDkrOTl6Mm5kMEJ5L3kvbmZHdDlhNTMxLzc3MXJXL3RmUmpFL3hMM1k4 | |
|
|
63 | eS8KSFVRL28xODVOdmZDZGpTR05URC9KZ3pOeVM3SGhGN0UwRmVZaG5ZUjQxcGNpeWFOY2J3VUIr | |
|
|
64 | UmtsZnhhR2d5eU54aUpQM0t5cDdBYwpWd3hnSEhrc3hWKzRXTVRYakMvd1NZTisydkI1VGxiSnJ6 | |
|
|
65 | ZVozd2pHNHRzQytTYnNnVkc5OUQ5dEorMk93NTlZbzVZWW5mZ05oelhnCnAxbHNZQjZWL0FacThZ | |
|
|
66 | OUNSNGx1TlpiMDB2OGRPMkV6Q3ZQeFNFNCtYbVR4MnczNG1vcjNTM1NsL0FacThXY29KL01XWmc1 | |
|
|
67 | Z0xDbk8Kd21NRjhodnhpaWdaOVdLdTh1UXE1VmRVOHljbWdiVmlITDdHbGZnbDBUZmg3d0s3WVRn | |
|
|
68 | UFIySURic25vaHFvZDY5dkZ4WFJxUnI4TwppL0ZzQ1lIK3dIalJ6WXpHUTlndVl2OEtSeXZtbUVV | |
|
|
69 | clZ1QjduSVNEc0F0dXdLZTV1WFh4TzFqVXFVWEp1Qm4zSmNicHp0MmRmRDZKCmZUSzJsMkNTMk9Y | |
|
|
70 | dDJDMlI3NlhyaGJNYXYrZCt0MFZ4RnRhTGpnYm5qOHJFTkVwc3dtcVI3WjFZa09qeUhGTmNoSmV4 | |
|
|
71 | djFpWGV4UDUKNGRpaWU5ZlRJNzgyc2V0WDUrUW5paXlZaWYweStteGdRM0ZYOG4wRmZsRGJyTk5F | |
|
|
72 | MlVreFZ2Zk1nS3R3U0ZXQUZlaG9jUDRpd1NlUAo0ZmhPY0tONDhjL0JSMnJKTlEzTE12cm44R0NC | |
|
|
73 | NzBwK2E4WGlqOHpKVzhYaUx4Y0x2MjlCWU1QRnhzQkdjVnBTWEk4aG1mRVFrV1Y1CmpGSExvRWJS | |
|
|
74 | MGVEOGxibVlzdGlJVjVQditjV2ZnQjFZbUpHdEVJbWI0Z0hGOTFzM2Ztbk5iOGF4ZUVHMFdWbHNU | |
|
|
75 | ajZQRUgzc2x3V08KZDRqak5obFRSTStjb2tuWE5tdzZIaTd3a2M0dHd3UThvL2hpYmhQM1RCNWJ4 | |
|
|
76 | TW5ObzBWeGE5aUNBL0ZTU1F3TDhWTk8zNmJyTThGMAp2Rk5pMzRWZnV2aVRSVzMrb01TSWFLZVdW | |
|
|
77 | dWhoamlDMVBobnZMUzdzTENiaWlRTGJjMFhXbE9FejVmMThCK2IxRUZ1SzBVbGNSVGhaClhKcnJT | |
|
|
78 | dlNUOGJIYVpkd2luaE5TdElua1cxbGcyNDFmbWtXYkVvZjVoU0pxVzZmWTdlMGxRYVhveERhMXJK | |
|
|
79 | cUgxekw2WmJseGloYXgKdWUvMTRMOHZNQmZINjM2Q1drUUpXWVBYUzJ6WHE1VmQ0a0hzM2VSN2sr | |
|
|
80 | aWEydkZpZ2U5dS9OSUFmaFpIK3ZpYzBRTGNLbzdSdUdUKwpLU1dCd2ZPaWxwNlFqQ2VKMHpRQ3E4 | |
|
|
81 | U2RzclhBN25ROFhlRzNMekVEMTRpMk9LMzdhY2Z5bzY0bE00OTE0a245ekdROFh5VFRXSEdhCk4r | |
|
|
82 | Q3lBcnRDZnRrKy8yemNKaTZaelVsQWIrSUMwWUxlSTE0OFBWNFIzRlpSODY3RExORlJyRXAwN2FK | |
|
|
83 | MEZHRng4dnNEZ1JHaXVWaUsKUjBYaTdZazNjTDdxL240YmpoRk54R3hSWnNkZ1Y5eXMrTjZoSC9p | |
|
|
84 | VjljQXBwdUxDT3Z6TVVwMXQ5YUNqem5tN0s2N0haYWppT0VTdAp2YTVDS2IvK2ZLU2ZyNzVGV2FL | |
|
|
85 | NDlXd0UzOVE1YjY0NHpYMkJRNVcvejhtaWxGOXZGcjlUY2J1V1lnbys3TUZIcTZpenYvWWlEamlq | |
|
|
86 | CnpubXpOZmJDcklyakhGR3FxdEJYL0xxaHA5ZkE3WFg0R09nL1V4cDkrMW5GOGM0NjdQOHJmeFlO | |
|
|
87 | WWhDREdBVDhBKzB3M1dzNWRhbkkKQUFBQUFFbEZUa1N1UW1DQwo= | |
|
|
88 | </png> | |
|
|
89 | <latex>$$\alpha {\left|\psi\right\rangle } + \beta {\left|\phi\right\rangle }$$</latex> | |
|
|
90 | <prompt_number>21</prompt_number> | |
|
|
91 | </output> | |
|
|
92 | </outputs> | |
|
|
93 | </codecell> | |
|
|
94 | <markdowncell> | |
|
|
95 | <source>Dagger the superposition and multiply the original</source> | |
|
|
96 | </markdowncell> | |
|
|
97 | <codecell> | |
|
|
98 | <input>ip = Dagger(state)*state; ip | |
|
|
99 | </input> | |
|
|
100 | <language>python</language> | |
|
|
101 | <prompt_number>22</prompt_number> | |
|
|
102 | <collapsed>0</collapsed> | |
|
|
103 | <outputs> | |
|
|
104 | <output> | |
|
|
105 | <output_type>pyout</output_type> | |
|
|
106 | <text>⎛⎽ ⎽ ⎞ | |
|
|
107 | ⎝α⋅⟨ψ❘ + β⋅⟨φ❘⎠⋅(α⋅❘ψ⟩ + β⋅❘φ⟩)</text> | |
|
|
108 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU5vQUFBQWFDQVlBQUFEUjlVSnZBQUFBQkhOQ1NWUUlD | |
|
|
109 | QWdJZkFoa2lBQUFDSHBKUkVGVQplSnp0bkhlTVZFVWN4ejkzUjBmZ3dEdWFvaWg0b0lKS1FNQ1du | |
|
|
110 | RjFBTUVyVTJFQVRRVVFsRmpSZzdCcERiSW1DR3ZWTUVLT29JV0pzCkpOWTFGaXlnU0FtaWxOaUFp | |
|
|
111 | RmhqUWVYT1AzN3p2TGV6TS9ObTN0dTdOYnFmNUxLN00vTm1mci85dmpmbE4zTmJRWms0aHdHekxY | |
|
|
112 | bmYKQStlMG9pMWwva2RNQVhxVzJvai9LYk9CTHFVMm9reHhxSFRrblEzc0FuelRTcmFVeWVjTllE | |
|
|
113 | SFF2dFNHbEdrNURnS2VCeXBLYlVpTQpXMHR0UUF0ajh1OVJZRjZKYmZpdjhhL3k4VG1ndm9qMXpj | |
|
|
114 | RC9vWjFoU2M4Vng1UlU3QWJNQXVZQURjQ1JoaksrUGw1dVNjOFowdm9BCjI0RTlQZW85Rk9qblVj | |
|
|
115 | NkZ5UVlYSnEwT0FvN09hRWRXWEhybEF1b3hhZVh5cnhZNHlwVFJ4cEIyTUREUVlGRGFRRUUxVUFj | |
|
|
116 | MFdmTGoKVkFIOVBjcTFKbU9Bb2NDVHdDYms1bCtQM05nZnF6SWhQZzRNYUhzTGNDZHdOWENCbzl3 | |
|
|
117 | SVplZTFBWFZueGFiVmFtQSs4R29yMmhMSApSeTlmVEZxNS9Oc0duQTU4QzZ4TXF2dzY0T1pBZzF4 | |
|
|
118 | Y0NSem9XWFlFc2pZMGtjdGdRN2VVMXgwR1hHVkkzNnFsKy9wWUE5eGd5Y3RaCjBrY0JuenZxckFa | |
|
|
119 | ZXhOeHBobUt6d1lSTHExbEl6NStGTkpyNTZKWHpyTXVsbGN1L1hzQXFaRlIxOGlSd2txY3hTYlFC | |
|
|
120 | SGdrb1B4UG8KYThuTHBiU2hPK0pUS0YyQld3enAvWkdSNjJUMU9jVEhVekJQTzhIdTM2NnFQVnNF | |
|
|
121 | OGk1VmJ6R3cyV0RDcFZVUDRONE1kcVRSekZldgpuR2Q5THEyUy9KdWk1NXVpamtPQVpaN0dKREVS | |
|
|
122 | ZURxZ2ZCOWdjNUhhanFoU2Y2R2NCVHhtU0o4TnZBTThxejZIK0RnU1dCcG94M2JnCkIyQi9RMTR0 | |
|
|
123 | TUI1NEpyRE9ZdURTNmp2Z1Q2UjNUME1helh6MThzV2xWWkovRGNEaFNOUWVLSnh1dEFVRzRMN1pP | |
|
|
124 | d0RIQWtjZ1QvYnIKbUIwRXVRa21hV2tWd0JucStnWmd1VXF2VXNaSHpFSG11WTg3YkdsSitnRnJn | |
|
|
125 | YzdJT3FrUzJWUHNCcHdJN0ZUbFREN0c2UTVNVnZVYwpvNjUvSDVubis2enBRTllZK3dQdmF1bGpr | |
|
|
126 | SnVvMFhGdGlGNDZXYlI2QUpnRzNPalpWbFo4OVhJUm9wWEx2eWJnUytUaGZ3QUtSN1E2CllJZWgw | |
|
|
127 | b2c5Z0JYQUlOWEE5Y0NGNUFkSnJsQ3ZvNEVQS0x3SlppTTN6a2ZBUGJIMDRUU1BwSlhLeUFzdGRy | |
|
|
128 | UTB0VWdnQW1CMzlWY0wKREVZVzJwMVVuczNIaUVuQUU4Q2J5QmUrQkpnTzdJZU1RcjZSMkEyWVI3 | |
|
|
129 | UXh1RWZJRUwxTVpORnFMYkEzcmJNUDZLdVhpMUN0a3Z4YgpoMzNxeVVUZ0swdGVUM1d4dmc4eERl | |
|
|
130 | a3RlaUVPWHFQU0g2UndYZEdONWtETFhFVEFpSm5JZWlUaU5HU1JINUd6R1oxQURiQW84SnBUCmtT | |
|
|
131 | bTB6bDdJUXhYNVlQSXhZaXJTeTBjaW4wcHpXTGdDaVV5ZEdTdWZjOWh6Sy9uZlJjUnk1R0V6RWFx | |
|
|
132 | WGJrTVdyU0tPQjg2ejJPY2kKVkROZnZjRDhQWWRxRmVIeWJ5cXhUbEFmMGJZaFRwcldibmNqVTQ4 | |
|
|
133 | NVd2cEtWWDQwRXVKZmdBemozd00vYTJWcmtDbElXeVFNR3Y4eQpkMFhXSXhITGtkNjRGT3lMaEhG | |
|
|
134 | MU5pRVJyRHJzUG9MMCtQT0FjNEZmVmRxaHdOdnFmUlB3R1RLUDk2RWRvbzFPVDJXRGlSQzlUQlJE | |
|
|
135 | CnE1ZVFhV3RMNDZPWGpTeGF1ZnhiUjJ6L1UxK2pyVUdHd243a2g1U3JnQk9BaGNCUDJqWHJZOFpW | |
|
|
136 | QWw4Z3ZjRjZDdG1nWHNjaFEvdkMKbUIxL2FHV0h4L0o5R0lyMDN2b1EzeFk0QURucG9yTUp1Q1Nn | |
|
|
137 | alU1QWIrUjdxc1BzSThpNlpnWHdZU3l0SS9DN2VsK0JUQVVYZTdaYgpxOW8wMldPYXRvYnFaYUlZ | |
|
|
138 | V2pXcHNoMW85ajFPUzJzVzE4dEdGcTFjL24yTGRIUkE0WU8ySGVrQkJwTC9vSTFFOW10V0dScUxo | |
|
|
139 | QjRQCkhLTGV2d2FjRHp4a0tBL05EK0pHOVhrRXN0YUpxRVNtTjZiMmJLeEJwa1c2YU4yUlhuMmE0 | |
|
|
140 | WnBmRFdtdVNOazRWZi9yd0Z2WWZUeUUKL0I1ZWo5QWRqRXc1WDNhMEZhY0djNCs5SGRnSFdiREhD | |
|
|
141 | ZFhMUlJhdCtpRWpzZWtoZytKbzVxdVhqU3hhdWZ6YkIzbllBUE1tNXhyawpRWXZ2ZlAraVhqY1VG | |
|
|
142 | djhubWpNZitGRzliMExtd2tkaWRyS2EvSjcwY0dTOUV6RVovOTQrb2hINDJwRCtPL0FiOXJXblRq | |
|
|
143 | MHlyZEtwClFIclNwNUFGTTloOVhJbEVyaUxpWmRvQTl5R1JzWS93WXpmTXZmSldKTkNoRTZxWGl5 | |
|
|
144 | eGFUUWZ1ZDlSZERNM3E4ZGZMUkJhdFhQNE4KUnZRQnpHdXgxUlFlUFZtTjlHZ2p0ZlE2NERZazRs | |
|
|
145 | T3Qwb2FyMXdYWVR3NHNRWHFTNkpvdXlCU25EWEl5WlJ1eWQxUUtoaUMrNnZQNgpXNUJOMFl0amFU | |
|
|
146 | WWY1eU1oOGQ3cTh5amdQVVRRQnVTaE1aMWdNTkVMMlhRMW5RNVppZ2lxazBZdkcybTE2b3lzSVRj | |
|
|
147 | YThvcEppRjRtCjVwTk9xeVQvQmhFTGhwaEd0R1hJdkRWT0kzQ2NNcW9yTWlUMlJBUzdDT2tCcmxM | |
|
|
148 | bGxxaHJma09HNEFFVTlxeUxrTkR6NDhERHlEQjcKQXhMcGVvVFNCVUZBMWdlWEl5SGVDbVJLTkFy | |
|
|
149 | eGRUVDUwd1Niais4aGkrc0daSjlyQ0hKVERrRDhmU1hBbnJIWXY0OFhNSi91VDZPWApqYlJhVGNZ | |
|
|
150 | ZWFDa21JWHFaU0t0VmtuK0RnWnRjRGJkSEZweTJucTRQc21iUXFhWnd2Nkl2Y0llanJVcEUrS2sw | |
|
|
151 | OTVnMmNnbjVOa0pDCnhiM0pQN0hkRHRrcmNaSGs0ekRnZHBMM2szS1c5RVhBQkV0ZUZUSjY5WGZV | |
|
|
152 | RzZLWHpRWUkwNnFDc0VDV2pxOW1hZlRLT2ZKOHRVcnkKcncvd1Nid2UwOVJ4QnhJSnVnZnpodW9X | |
|
|
153 | WW91OEdEOVF1RkRkakF5eFhTMEdOU0pmekVKYWJxcllpUHZrUkp4Njh1ZnpmNUE4OVVueQpzUTc1 | |
|
|
154 | dDZNZG5qYkVHWVk4eUxialF6dVJUV2pYT2loRUx4Y2hXbzBsZWFSTWFzdEhzM3JDOVhMaHExV1Nm | |
|
|
155 | M09SWUU2aTVsVklhTFVZCnY1RXhITGpNa1crTFRPcmtNdGhnNnRGTjNFbTZVL0F1SCs5QXdyOUo1 | |
|
|
156 | TFRQN1pESXBzOHArR2N3YjZpR290dWc0NnZWQXNUK0xQaG8KbGthdm5DUFBWeXVYZnhPUXFIdmVJ | |
|
|
157 | R2I3S1lPZHlPNzRCTEwvYnNWeTdEZExEZWJlMXNTbEdXendiYU1kOEZlSytsMCt4dmRrWE9qKwp6 | |
|
|
158 | VUpPYmZpc1YwOUhUb2owU0NvWWFFTWNYNjMyQXo2bGNLOHRGSisyMHVqbDh0RkhLNWQvWFpEamFC | |
|
|
159 | UHduMFVCY3ZxNGMyS3BaR3h6Cit2Wmt2em1LU2Uva0lsWnNQcWF0TS9TNkRyVHNqL240YXRXSjdL | |
|
|
160 | T1pMMW4wU2x1Znk3K094RTdzbHlsVHBreVpNbVhLbENtVGdyOEIKMktjNjJRN3k0RTRBQUFBQVNV | |
|
|
161 | Vk9SSzVDWUlJPQo= | |
|
|
162 | </png> | |
|
|
163 | <latex>$$\left(\overline{\alpha} {\left\langle \psi\right|} + \overline{\beta} {\left\langle \phi\right|}\right) \left(\alpha {\left|\psi\right\rangle } + \beta {\left|\phi\right\rangle }\right)$$</latex> | |
|
|
164 | <prompt_number>22</prompt_number> | |
|
|
165 | </output> | |
|
|
166 | </outputs> | |
|
|
167 | </codecell> | |
|
|
168 | <markdowncell> | |
|
|
169 | <source>Distribute</source> | |
|
|
170 | </markdowncell> | |
|
|
171 | <codecell> | |
|
|
172 | <input>qapply(expand(ip)) | |
|
|
173 | </input> | |
|
|
174 | <language>python</language> | |
|
|
175 | <prompt_number>23</prompt_number> | |
|
|
176 | <collapsed>0</collapsed> | |
|
|
177 | <outputs> | |
|
|
178 | <output> | |
|
|
179 | <output_type>pyout</output_type> | |
|
|
180 | <text>⎽ ⎽ ⎽ ⎽ | |
|
|
181 | α⋅α⋅⟨ψ❘ψ⟩ + α⋅β⋅⟨φ❘ψ⟩ + β⋅α⋅⟨ψ❘φ⟩ + β⋅β⋅⟨φ❘φ⟩</text> | |
|
|
182 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVU4QUFBQWFDQVlBQUFBMytkNENBQUFBQkhOQ1NWUUlD | |
|
|
183 | QWdJZkFoa2lBQUFCOVZKUkVGVQplSnp0bkh1SUZWVWN4eiticm1CcFdxMWFtcGJQM0hWVnhDaWwx | |
|
|
184 | S3NVb2VoS3BSbEZVWmxaVmhROW9LeklIb2daU0JtOUpEVjZVV1FVClBmNm9QMng3UDZDM1VsU1E5 | |
|
|
185 | dEswN0tFRitjaisrTTJ3czNOblpzL3ZuSm01c3pKZldOZzc4enUvTS9kenZuZG16bS9PdlhXVTZn | |
|
|
186 | eXEKQjU1UDJIODE4RzFPeDFLcWxGYWxmMHVWS2xXcVZLbFNwVXFWc2xhWFdoK0FveTRDZGdJN2Fu | |
|
|
187 | MGdCN0JLeHRtclpKeU5NdVY2VUJaSgpEVFVaR0djWU94YzRLbUw3Q0tCQjBXZFVubGxlbnM2a091 | |
|
|
188 | QnM0QzdnZnVCbW9HdE1yQ25uNFFpTHNBNEV4aHBlV3VYdDQ2aHhxalZmCjBERTJqYzNUdTJxdXJp | |
|
|
189 | ZlBldURsaEw5aENXMHZCRFlZOW5NeXNNWCtNQlB6ZkFoY25rTHV2SFFFY0Nmd0czQVRjdXpOd01x | |
|
|
190 | WWVGUE8KcHdDYlVqaStvakUyNGRXWmZCdzFUclgyc01hVG10Zzh2YXZtNm5yMTNRUE10R2pYQkh6 | |
|
|
191 | anRUZlJmeFo5bU9iNUJmbndISTdiN1gwdgo0RStIOWlicUNpd0ZGaVBtODdVQnVBUllGSXJYY0c0 | |
|
|
192 | Q0hrcmhHTE5pYk1QWGxGZG44bkhVT05YU3d4cFBhbUx6OXE2YWE2Mm03UXVCClZZYXhqY0NYS2ZT | |
|
|
193 | WmxHY1ZzTUF4L3pySDlpYTZIcmlWOXNZRG1JQVlMU3dONS8zZW40dXlaR3pEVjh0THExcjRPRzZj | |
|
|
194 | YXVWaERXTk4KYk43ZVZYT3R4Y216QWFsNS9Hb1lYd0hXcDlCdlVwNVBrYW1EeTUxNHZVTmJFeDBD | |
|
|
195 | OUFTMmhyYVBCVTVGcGtCQmFUZ1BJNTJUU1lYcwpHR3Y1YW5scFZRc2ZKNDFUTFR5c1lheUp6ZHU3 | |
|
|
196 | Vmx5alFOY0QwNENweUp0NEQzZ1UyQmVUWEJ1L0VIZzRZdnQ0NU9uWUI4QmpnZTFECmFGdEFPeHVw | |
|
|
197 | VFZ3Wms5c2x6M1BBSE9EcGhOeHBTOE51THJEVysvOENwSDdXQlppRVREbmZEOFhIY1E1cUpsS1FQ | |
|
|
198 | eDdZQlF3Q1Z0QngKWGE0ek1OYnlLcHFQZ3pJZHA3dzlyR0dzaWMzU3V6WTVJcm1HN3p3YmdJK0JF | |
|
|
199 | NEZsd0EzQW1jRHlRTXkxRHZIMXlOT3JqYUYrS3dqTQpwY0FqUU4vQXZtQ2RhQVp3QlZLYmlaSkxu | |
|
|
200 | aGVCbHBpOFdVakxiaWh0VjhjSnlCUmpKSEFzTUNhVU80NnpyeUhJK3gyS1BQSDhFVGdQCmVBb3g4 | |
|
|
201 | ZWlFNDY3UU9SaHJlQlhOeDc2MDQ1UzNoeldNVFdPejlLNXRqZzY1SGdwOFJIV2RZUTd5Umh1OW1P | |
|
|
202 | V1c4WGdIT0NPaTc1WEkKYmZwcFh0c0IzdlltNFB4QVhBT3lic3VmWGl4REJzSTFqNityZ0lrUngy | |
|
|
203 | ZWlWa1dzRGJzbE1ibGVRcVkzd1F0aEhHZUFmc0RtMFA0SApBLy9mRHJ3YmVGMFV4cTNLK0NVeDI4 | |
|
|
204 | TzhpdWhqMEkrVHI3dzhERHBQbXNabTZWMmJITDRTdWQ0SC9FMzFPclFSaUJIbUkwL0R4bGpHCkF6 | |
|
|
205 | eUptQ3VvT21TcUJQQUVNbDN5dFFnNE9oVC9UT0QvSUJ5WFBMNTZZbDZrRHF0VkVhdGwxd2ljRlpO | |
|
|
206 | cnNkZW1UMkJiRkdkZmJ3SnIKQXErYmFEOTlQQmQ1d3RuTmUxMFV4cTJLV0Eydm92bllsM2FjZk9Y | |
|
|
207 | bFlRMWpUV3hXM3JYTjRhdUthN0RtT1JONGhlcjV2bCtuR1l0YwpLUit3ak8rRzFJL0NUN1QyQTY4 | |
|
|
208 | RDNZSFRnUnNEK3dZZ3Q5UytEa1BXWGtVcGpUdzdrYnVNT1BWQVBoaFJ0ZUxSeUpyQXNQWWdDNEwv | |
|
|
209 | CkRXelRzcXNRL3lSMENMRGQrNE40emlCVHBFbkFkWUZ0VXhGdXdmZXhCZGdkMFQ1cnhtbnhyV0RP | |
|
|
210 | cTJnK0JyZHh5c3ZERmN3Wm04Wm0KNlYzWEhGVmNmWUREdmNScnFKWmZxMm1oN1N5dWpjYzdtQzFl | |
|
|
211 | dTAwUjdTWUNCd092ZXEvcnFDN1dUMGJ1RkpMa2ttY2F5VmZmWGNDbApSQnZ2V1c5ZldIdHBiem9i | |
|
|
212 | ZHMyMG4xcjQ2Z3BNcC8zZ0ozR2VpQmp6czhDMlViU2RHRURNOUZwRVgrRThXVEJPZ3krWTh5cXFq | |
|
|
213 | MTNHCktROFBnODZUcHJGWmV6Y1RydjI5cE9mRWRMcVA5alVmYmJ5dlk1QUNiWlRPOEhKMjkxNDMw | |
|
|
214 | LzVXZnh3d0pkUW02cmJjSm8rdnRZangKYmRScUdHZkRiaXRTM0E1ckh2SmhHQnphSHNkNUZISlM2 | |
|
|
215 | TzI5cnFPOWNSWWc5YURnZzQ2aU1HNVZ4SnJ5S3FxUGJjYkpWeDRlQnAwbgpOYkZaZWpkVnJuNlI5 | |
|
|
216 | bWVrYUg1Q3FNRkFaTlg5NWtDSDR5M2lmVzFHcGl3OUlnNXVQWExsbWU2OW5rTGJGV2syY2dmd1Jr | |
|
|
217 | Uzd0UElNCkEzNEMvakhvdzBWYWRxT0F4NEdMUS9HTndEM0lnSDhYMmhmSGVTUHdObEtVQjVtU2Z1 | |
|
|
218 | NzkzNExVZmxxQWJSMjhoeUl6MXZBcXFvOXQKeHlrdkQyc1lhLzJicFhkVDVScThkWitGRkd0WEly | |
|
|
219 | Zk0vWkd2SkYyRDFDeFdBTGNnU3pwczRuMnRSYjZ6R3A2Mi9JR3NmYnNEV1cvbApMeGNZaVJUZmI4 | |
|
|
220 | Tk10bmt1ODQ0NUQybllIUXZjaTlScVhrQnFaUU9RSy9RTTRKT1lQdUk0VDBlVzBReEZUTG9ES1lS | |
|
|
221 | dlE2N1NKaCs4CklqT3VvT05WVkIvYmpGTmVIcTVnemxnVDZ5dEw3MmJLdFE5d1pNVDJIa1FYb3JY | |
|
|
222 | eElBWHJwRzgzRFVPdVZnTVRZaUI2U21tVHB4Y2QKTDhydFNLMFdiVXpZM1IzYU53anphVmtTNTI3 | |
|
|
223 | SVNTT3EvNkNLd3JqVk1NNldWMUY5YkRwT2VYcFl3OWgyUExMMnJqUFhxSVBiVHZWWApxRUJxRTMr | |
|
|
224 | bEVBL3lSQy9waHhnR0l3dFRmMGlJTVpGcG52bkFhc2UrNHI2SmtxU08yTlZSdld6amU4eW5aVW1j | |
|
|
225 | ZHdPL3gvU3ZVVjZNClRmaTY4Q3FxajAzSEtTOFBheGk3akVmVzNuWG1XcXNmQmxtSGZJTWpUaFhz | |
|
|
226 | N3VSczhuUkI2bGxKUzBkTU5NK3hmWlNhZ2E4YzJpZHgKUGc3NDJpRzNyd3I1TURiaDY4cExxeng4 | |
|
|
227 | YkRKT2VYcFl3OWhsUExMMnJqUFhXcDA4OXlMRjIrYVkvZjFvV3lPV3BOWEFGd243VGZLMApJTFVZ | |
|
|
228 | VjVuK1FJUkdVNEMzSE5vbmNUNEplTWNnUjFFWW0vQjE1YVZWSGo0MkdhYzhQYXhoN0RJZVdYczNU | |
|
|
229 | NjZwcTU3NDJrZlVyMjNiCnlDUlBiK0svMFZCcjlVc2hSeHpudnFSejhTd1M0elI0YVpXMWowM0dL | |
|
|
230 | VThQYXhpN2prZVczaTBhMTFLbFNwVXFWYXBVcVZLbFNwVXEKVmFwVWV2b2Z6NFNPd3VmaXE1Z0FB | |
|
|
231 | QUFBU1VWT1JLNUNZSUk9Cg== | |
|
|
232 | </png> | |
|
|
233 | <latex>$$\alpha \overline{\alpha} \left\langle \psi \right. {\left|\psi\right\rangle } + \alpha \overline{\beta} \left\langle \phi \right. {\left|\psi\right\rangle } + \beta \overline{\alpha} \left\langle \psi \right. {\left|\phi\right\rangle } + \beta \overline{\beta} \left\langle \phi \right. {\left|\phi\right\rangle }$$</latex> | |
|
|
234 |
|
|
|
|
235 | </output> | |
|
|
236 | </outputs> | |
|
|
237 | </codecell> | |
|
|
238 | <markdowncell> | |
|
|
239 | <source><h2>Operators</h2></source> | |
|
|
240 | </markdowncell> | |
|
|
241 | <markdowncell> | |
|
|
242 | <source>Create symbolic operators</source> | |
|
|
243 | </markdowncell> | |
|
|
244 | <codecell> | |
|
|
245 | <input>A = Operator('A') | |
|
|
246 | B = Operator('B') | |
|
|
247 | C = Operator('C')</input> | |
|
|
248 | <language>python</language> | |
|
|
249 | <prompt_number>24</prompt_number> | |
|
|
250 | <collapsed>1</collapsed> | |
|
|
251 | <outputs /> | |
|
|
252 | </codecell> | |
|
|
253 | <markdowncell> | |
|
|
254 | <source>Test commutativity</source> | |
|
|
255 | </markdowncell> | |
|
|
256 | <codecell> | |
|
|
257 | <input>A*B == B*A | |
|
|
258 | </input> | |
|
|
259 | <language>python</language> | |
|
|
260 | <prompt_number>25</prompt_number> | |
|
|
261 | <collapsed>0</collapsed> | |
|
|
262 | <outputs> | |
|
|
263 | <output> | |
|
|
264 | <output_type>pyout</output_type> | |
|
|
265 | <text>False</text> | |
|
|
266 | <prompt_number>25</prompt_number> | |
|
|
267 | </output> | |
|
|
268 | </outputs> | |
|
|
269 | </codecell> | |
|
|
270 | <markdowncell> | |
|
|
271 | <source>Distribute A+B squared</source> | |
|
|
272 | </markdowncell> | |
|
|
273 | <codecell> | |
|
|
274 | <input>expand((A+B)**2)</input> | |
|
|
275 | <language>python</language> | |
|
|
276 | <prompt_number>26</prompt_number> | |
|
|
277 | <collapsed>0</collapsed> | |
|
|
278 | <outputs> | |
|
|
279 | <output> | |
|
|
280 | <output_type>pyout</output_type> | |
|
|
281 | <text>2 2 | |
|
|
282 | A⋅B + A + B⋅A + B</text> | |
|
|
283 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU1BQUFBQVpDQVlBQUFCbjdTSGdBQUFBQkhOQ1NWUUlD | |
|
|
284 | QWdJZkFoa2lBQUFCT05KUkVGVQplSnp0Mmx1b0ZWVWN4L0ZQNmpuWnNkTk5LelZGS0xzWDFFT1Jw | |
|
|
285 | R1lJS1JrRlJnUkpENzBvRkJSRm1sUXYwa3NQUVVWWVBZWFJUY1RxCklTcUtvdWhDRDBZU2RDVUt0 | |
|
|
286 | SXRkMEpKU3V1bnBZZTNOMlU0emU2ODFNL3NjT2N3WERwczlhODNNLy9mL25UWHJ2OVpzR2hvYUdo | |
|
|
287 | STUKRW1kZ3luZ0gwdENUcmw1Tkh0dFlKZ1Fyc0JMSFlDT21ZdHU0UnRSUVJPTlZ6UXpncGRZbm5J | |
|
|
288 | NFJYRGh1RVRVVTBYalZCMDdBbjFqUQpjZXdQckJtZmNCcTZFT1ZWYWcyN0VvUFkzS1hQUnN3cmFQ | |
|
|
289 | c0hPMXZuZjVCNDcxUUc4WGRDL3p4dDJXdnN3Ykg0cS9WOVBvN1NmeTFGCjlDUFhNUjdYVFpGWEtm | |
|
|
290 | cjY3dFdKcllzKzFxUGZJTTRYcHB2bk1TUU10Q21ZZzRkYmJldktCaExCTEt4TzZGK2s3VjZqVTJn | |
|
|
291 | ZVc3RSsKTGJSYXFUdlhzUjdYU1RldlV2VDEzYXNuV2pkN01hTHZpbGJmNjNQYUJ2QXo5Z2tDWTBo | |
|
|
292 | WnJFOFNERXc1cDBqYm1YaTg0SnkxdUNYaApIdDJvc2hsUlo2NVRQQzZpYnE5aTlaWHlhbEprb0pj | |
|
|
293 | SzA4c0laa2IwWDl6NmZEdW43VURyT2tkRTNuOHBib3ZvMStZbXZONjZUd3pkCnRIMHBKUGk4elBG | |
|
|
294 | VitFeVlvZ2V3TUNHK0xLbjZzdFNWNjFTUDgraUhWN0g2ZGlqaFZjdy80QlRjaDd1eFcvd0ErQncv | |
|
|
295 | NWJRdHhVbDQKVmxpazlHSkEvRXdCTndpci94aGl0TDNnMEtmSGRUaEhTUHBWZ3VGSEo4U1hKVlZm | |
|
|
296 | bGpweVhjYmpQUHJoVllxK3ZuaDF1OUdWOHlmWQozNlAva1BBa2VUU25iYUZRWTI0UlhsREVzRng4 | |
|
|
297 | N1hZODNvenNTNXkySVdHeEJkUHhQajdNL00xT3VHZVdGSDE1c2RXUjYxU1BpNmpiCnExUjl5Vjcx | |
|
|
298 | MmdXYWphdUZrUVkvNGx4aGRiMjM0SndGd3BQZ1pLUEpHRzRGdkEvWDRxMGU5eTNMcWRnVjJUZFcy | |
|
|
299 | MzRjRko1c3U0VlMKNFhDaGpseVg4YmdPWXJ4SzFaZnNWYThCOElBd0xSNXNmVzlQUXpNVko2ZGRz | |
|
|
300 | NjBWUm1pYnJYZ1FHL0FWdnVzVlhBbW1DNG1KSVVYYgpUbUczWWtmVkFHdW1qbHlYOGJnT1lyd3Fv | |
|
|
301 | eS9KcTI1cmdLWENYbXZudm1sbmNvcFloQy93RFg3citOc3UxSHlMOEhSTWNDWFlpN2tSCi9WSzF6 | |
|
|
302 | Y0x2MVVMckMxVnpYZGJqT29qeHFveStKSytLWm9CQllkVzhIUTkxSEwrNDR5WjVET0FTUEZQUS9v | |
|
|
303 | TWdZTEV3bFhVR3VreFkKdEdTWkk3elZtNS9UOWg0MmRYemZLZnp3cVJ1cDJnWXhBNy8ydUc0djZ0 | |
|
|
304 | RFhTWlZjVTk1anhzYXJNdnFTdlNvYUFIY0tLK3N0bWVQZgpDblZaMGRQaEl1RnQyN3NGN1dmak9H | |
|
|
305 | RlVadzNaSnRSdFdSWUlpWG95cHkxYlErNFM2c0J1YjRGVHRaMG0xSmtqQmRlTHBRNTluVlRKCk5l | |
|
|
306 | VTlabXk4S3FNdjJhdThBVEFQbHd1ai9HQ21iV2JtTTB1N1ppc0src2JXNTFNNWJYc2NXdWUxbVlG | |
|
|
307 | cHdnbytoczNDMUppM3cxQkcKMnhMRlQ2RVU2dExYcGtxdXEzak0ySGhWUnQ4U0ZiMGF4anZDVzdV | |
|
|
308 | ODVndWphMU5CK3l1S0YxeXJXK2MrSnlRcGx0UnR3aUc4NXYrdgp4Y3RvbTRGWGhYM2tmbEYyRzdS | |
|
|
309 | c3JxdDYzSTI2dkNKZFh5bXYyalBBTU83Qk5UaEwyQlBlNE5CZGdEWENDQ004UGRiaFpYeU5tNFZW | |
|
|
310 | Ci9SWENOdHA2L05zUjJKV0MyRnZ4U0VxQUpkZ3Y3R3FzRm1yY0t0cFdDZHFxbGo5MU1WWDVYRmZK | |
|
|
311 | dzZlMUt3bGt2YXFpN3c0bHZHcVAKbG1GYzFuRjhCRzhZL1NVZFlick1qdFNQOEVzcjJLS1Jkd0Fm | |
|
|
312 | QzR1V01pekhCYmcvOGJ4VDhMMXEyaVlMTlhFL1NkRTNvSHl1cStRaAoxcnVxWGxYUk4xZi92Um9Y | |
|
|
313 | bHVHdThRNmlqMHdrZlJOSnkySEROUDNma3g1UEpwSytpYVNsb2FHaG9hR2hvV0dpOGgrc1pjTHdo | |
|
|
314 | djBRCnV3QUFBQUJKUlU1RXJrSmdnZz09Cg== | |
|
|
315 | </png> | |
|
|
316 | <latex>$$A B + \left(A\right)^{2} + B A + \left(B\right)^{2}$$</latex> | |
|
|
317 | <prompt_number>26</prompt_number> | |
|
|
318 | </output> | |
|
|
319 | </outputs> | |
|
|
320 | </codecell> | |
|
|
321 | <markdowncell> | |
|
|
322 | <source>Create a commutator</source> | |
|
|
323 | </markdowncell> | |
|
|
324 | <codecell> | |
|
|
325 | <input>comm = Commutator(A,B); comm | |
|
|
326 | </input> | |
|
|
327 | <language>python</language> | |
|
|
328 | <prompt_number>27</prompt_number> | |
|
|
329 | <collapsed>0</collapsed> | |
|
|
330 | <outputs> | |
|
|
331 | <output> | |
|
|
332 | <output_type>pyout</output_type> | |
|
|
333 | <text>[A,B]</text> | |
|
|
334 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQUM0QUFBQVdDQVlBQUFDL2tLNzNBQUFBQkhOQ1NWUUlD | |
|
|
335 | QWdJZkFoa2lBQUFBa2hKUkVGVQpTSW50MTgyTFRXRWNCL0RQdk9XbEpwVEdZTEt3VUZNenpZWm1N | |
|
|
336 | ek5KaVdsMi9nSEZRbFptNHlVYlk0V3RRc3FVRlJZaVNvUTRhSXBTCjhyS1FST1JkU1pFTU0xZzh6 | |
|
|
337 | K1hPblhQbW5udG5aa0crZFh2Ty9YM1A3L3Y3M3Q5em51YzhsNzhVTlNYZkwrQXJMdUZBbWR3OXFN | |
|
|
338 | TzIKS3VvT1lDMDY4UU5EK0JLNVJpekIyWGpmK3hqdngwbzBvSzlVTU1sWnVCM2ZjYXdLMHdVMENH | |
|
|
339 | WlBwWEJ0VWY4ZWFrdTRSRW93RDJxdwpEL1ZvcmlLL2dPV1loWXNwM0FOY0ZoclVscFpjamZIMXNk | |
|
|
340 | aG5relBlRThlckdYd3JSdkU4ajFoU2hwOFhDOVhqTVQ3a0VjM0FPYnpLCjROYmhwekN6cFVqU0Vs | |
|
|
341 | S0RSVGlFVmZGNktJclBLT2N3QmJYNGlPTWw4ZG5ZSExudHhtOGV2ejNXVjFCc2hkRHhLL0g3Mnpn | |
|
|
342 | MjQxa0YKT3RDQk9aaUx2VEUyRTZ1RlhXME5ibFVpbUdURWEzRk4yS1lLT0NoMHZMT1NBaEZiWXU2 | |
|
|
343 | eUZHNGp2bUhEUkI3ekxzNU53dDVldkZDSwpPMTRwZXZBT2oxSzRRYndXR3RPWUpaRG5VV25Demxp | |
|
|
344 | a3F5amVFc2RxakhmaitnVDhKMkYybCtKdUhzRWtKWFlVdlNueFBtRzZkK1VSCkxrSnJ6T3ZQNEJk | |
|
|
345 | Ry9xa0pGbWU1UjZWTGVJT2RUK0ZleERHdDQ0c20wQ3pzM3pjeStJRTRIaEYrUUM0a1JkZnRlSU1G | |
|
|
346 | R2ZjdWpzS24KUytJZHd2bGpNQ1B2cFBEeXFpdUpOMkUvUnJBanA4Y3h3Zm5DR1dFMEdudm96L05j | |
|
|
347 | d0FtOGpQeXcwTDNDd2FjRlQzRGYyS2srZzVzeApaeVJlSi9Gelczak5IeloySFZWa2ZLcXdld3Ex | |
|
|
348 | aXBGUTNWa2xMNlpUZTlyRWUzRm5tclF4M3ZpSThHY2lhNnZLcTlrdC9adzlHV3dWCnZBMVBzZTUv | |
|
|
349 | L052NEJmcHZkNXROTFJsdUFBQUFBRWxGVGtTdVFtQ0MK | |
|
|
350 | </png> | |
|
|
351 | <latex>$$\left[A,B\right]$$</latex> | |
|
|
352 | <prompt_number>27</prompt_number> | |
|
|
353 | </output> | |
|
|
354 | </outputs> | |
|
|
355 | </codecell> | |
|
|
356 | <markdowncell> | |
|
|
357 | <source>Carry out the commutator</source> | |
|
|
358 | </markdowncell> | |
|
|
359 | <codecell> | |
|
|
360 | <input>comm.doit()</input> | |
|
|
361 | <language>python</language> | |
|
|
362 | <prompt_number>28</prompt_number> | |
|
|
363 | <collapsed>0</collapsed> | |
|
|
364 | <outputs> | |
|
|
365 | <output> | |
|
|
366 | <output_type>pyout</output_type> | |
|
|
367 | <text>A⋅B - B⋅A</text> | |
|
|
368 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQUU0QUFBQVNDQVlBQUFEMTV1aVJBQUFBQkhOQ1NWUUlD | |
|
|
369 | QWdJZkFoa2lBQUFBaTVKUkVGVQpXSVh0MXp0b1ZFRVlCZURQR0VHTGxRUU1haFFpcEJVRjBTcVl3 | |
|
|
370 | bWRockN4Rk8rMEYwVUt4VVZTMEVMRU5hV09oUWhvckZmR0JsWStnCklwcE9nbURBS2tyVXFMR1lR | |
|
|
371 | ZGRrN3U1OUpBRmhEeXgzZHM0L2M4N1p1WFBuTGkyVXdwS0M5VmN3aVRNTmFnYXhEWnZ3RlUvd1BY | |
|
|
372 | S3IKMEluck9JZXBndnFOc0JDNmVmSTJ4VmI4eEZDTzJnMll3YVVFdHk5eUkxWE1MSUp1a2J5WmFN | |
|
|
373 | UGRLSHc3Ui8yaFdMc3JneCtMcG1wVgpUQzJnYnRPOGJUa05IY1VOVEdOTmp2cCtZWnM4VG5BMXJN | |
|
|
374 | Y0VQdWZVejR2NTBpMmFONGt1NGRkdnd6Zys1Qmp6Rmc4enVCUENTaDRwCmEyaUJkY3ZrVFdJSWZi | |
|
|
375 | SDlGRDgwdmxOWFI0Tm5aL1YzeEw0SkhDNXJaaEYwYytWdGJ6SkpINWI2ZSt0L2pOKzdZanVGL25q | |
|
|
376 | dHhjWFkKcm1FQTcrS2NZMDN0RjhkODZKYkpPd2Z0ZUlTMWRYMUR3cXB1YmpEdUdyNWhlWUk3THh6 | |
|
|
377 | dnUvT2FLSUNxdW1YenpzRXhISi9WZHlGTwp0TGZCdUZIcGh6T3NFQjY0NzRzWXlZbXF1b1h5Wm0z | |
|
|
378 | VjdqakpHLzhlN1QzeG1uWFNkR0FqTG1mdzA4SmRzVTdZUnBQQ1ZqcWRVWi9DCmlCQ29xbTQ5eXVh | |
|
|
379 | ZGcySHNTUFFmRUZiZ1pNYTQvWkVmeU9DM1IvNU9YaU01VVZXM2NON1U2YmdUbjNBdndZM0hhOVlL | |
|
|
380 | OUVlaDFKWloKaGxPeFBaZ3h2aXlxNkZiSit3ZGJoTk9qTTRQdmpRYUhNL2puZUpubzc4Rk5mTUhC | |
|
|
381 | WmlaS29LeHUxYnk2OFFxL1l1RnI0YjJvSHJlRQpsOEVaNFUvMEErekJTbUcxWGtSdVNqaWQ3c2ZQ | |
|
|
382 | S0o3aHF2QWNtaTlVMGEyU3Q0VVdXdmgvOEJ0MXY4VEcwN0FDaFFBQUFBQkpSVTVFCnJrSmdnZz09 | |
|
|
383 | Cg== | |
|
|
384 | </png> | |
|
|
385 | <latex>$$A B - B A$$</latex> | |
|
|
386 | <prompt_number>28</prompt_number> | |
|
|
387 | </output> | |
|
|
388 | </outputs> | |
|
|
389 | </codecell> | |
|
|
390 | <markdowncell> | |
|
|
391 | <source>Create a more fancy commutator</source> | |
|
|
392 | </markdowncell> | |
|
|
393 | <codecell> | |
|
|
394 | <input>comm = Commutator(A*B,B+C); comm</input> | |
|
|
395 | <language>python</language> | |
|
|
396 | <prompt_number>29</prompt_number> | |
|
|
397 | <collapsed>0</collapsed> | |
|
|
398 | <outputs> | |
|
|
399 | <output> | |
|
|
400 | <output_type>pyout</output_type> | |
|
|
401 | <text>[A⋅B,B + C]</text> | |
|
|
402 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQUdBQUFBQVdDQVlBQUFBLzQ1bmtBQUFBQkhOQ1NWUUlD | |
|
|
403 | QWdJZkFoa2lBQUFBM3RKUkVGVQphSUh0MkUyc1hWTVVCL0RmZXhxdlV2cjBReFhGUUkyazhkbjRh | |
|
|
404 | dCtBMXdnbGtmaUltUkloRWhFRERCclZDTkxHTTJxakhSQTZFTVNFCmdmaElrU3Q5alU3RTkwY0lT | |
|
|
405 | YVdFcEJKYURhckZZTzNiM2w3bjNMUFA2NzMzVGU1L3NzL1phKzMvWHVmc3RkWmVlelBBdEdLbzdm | |
|
|
406 | MU4KL0ltdGVLcGk3RG9jZ3djNzZHekNwVGdQZitIOTFNSmNuSVNYOFNoK3IyRjNyM2lQQmlPNElk | |
|
|
407 | bDFydmlQSTlpTWw3QVdEK0ZqWEliOQpSU1NOek1tVzRHKzhrS0c3RVA5aVE0SHN5aVI3SzNQZWZ2 | |
|
|
408 | Qk9CUmZoYzJ6QkZlTEhTKzNqMklqZk1DNmNmR1laVVNOanNpRzhMajd3CjNRejltNUx1dFNYeVQ1 | |
|
|
409 | TjhYZ1pYTDNubjRZeWFOaENldlY5NUpoakNKUDRRUC82b0YyQVY3c05lZkpHaHZ4RUhNTHRBTmpQ | |
|
|
410 | eC9JTGgKREs1ZThsNHZ2cXNPYmhlTGZFZUYzaHE4azU2UFdJQVpOU2VjZzF1eEF2ZUlORkNGTVh5 | |
|
|
411 | SVBRV3lPM0U4N3NVL05XM3BGVzh1emhicApid2VlcWREOVRqaExKUm9WOHMwaXg4RjJzZm9qNWVw | |
|
|
412 | T3hFRk10UFdQQ3EvWXJkcDcrc1ZiTndLMmllOGZ6OUM5RUl2VDg1UWpZS21JCmdHYmUvem0xQzdH | |
|
|
413 | elpNeHlrUUxPeFByVU4wdms3WjFKL21VTkczck5tNHM1dUJ5ZjRPME0vUTl5aVJzbC9jTjR6NUdi | |
|
|
414 | MUNiaEFSZDMKNEpzUW9YZENnZXhoN01QS1hPTjZ6RnNuQWxhS2IzK3U1aHkwUlVEdUJuV1hPQnQ4 | |
|
|
415 | MzlMWEdnRmxHQk4xNzk0QzJibzAvN1ArZng2cApRcTk0YzlGMHVzOHlkT2ZxVUlubHBLQUZXSTJ2 | |
|
|
416 | c2F5bGYxRnF5eFpnRmk1UWZxQTdLRXF6QmNuQTNSbTJkSU4zbFdKUEg4V3hTZDZPCjUvRmt5M3N6 | |
|
|
417 | NWY2WVllOXFQSmFoaCtJVXRBVlhGL1EzdzNCdENkZUtKTCt4Ukw0MHlTZHpqZXN4YjUwVWRGYWE0 | |
|
|
418 | NGtLdmNXNHY2MnYKVmdwYUprNjhieFRJZHFXMkxBTEdVcnV0UURaRFZDdndkTW40VTN2RTJ3MThL | |
|
|
419 | NnJBNnhUdlE4UWlyUkY3WlRZYUxjOUw4Qk5PTHRFOQpUWGpCS3lYeUhmaW1vSDhSWGhScDRyYVNz | |
|
|
420 | YzFUN2dOZDV1MkV1bVhvYkxFSWt6aTlwWDhVdDRoQ29haEVyeXhENTR0Uzh4eUhxNTl4Cmh6MmV1 | |
|
|
421 | RnhhbnA2dkVkNjRQbzE3VFpScDU0c0xzdTBpaW9qNnZaa2VMaEViYVJGMjRRY1JnUk00cmt1ODNj | |
|
|
422 | UWVYQ1VPZlJ1RUEzeUYKWDBYQlV1UThsV2gweWJodTRaRSt6aldWcTRpcFlFcGw2SFJnV0hoMXY3 | |
|
|
423 | QlAvNjZ1RDZIdVhWQS9jVGRlN2VOOFcvczQxeUcwUjhBQgpFU0w5Q01WT21DL3kva2ZUYkVjM2Ni | |
|
|
424 | UDR0NmZvM1FYaEFBTU1NRUFkL0FmM1FPSkhTbklZTndBQUFBQkpSVTVFcmtKZ2dnPT0K | |
|
|
425 | </png> | |
|
|
426 | <latex>$$\left[A B,B + C\right]$$</latex> | |
|
|
427 | <prompt_number>29</prompt_number> | |
|
|
428 | </output> | |
|
|
429 | </outputs> | |
|
|
430 | </codecell> | |
|
|
431 | <markdowncell> | |
|
|
432 | <source>Expand the commutator</source> | |
|
|
433 | </markdowncell> | |
|
|
434 | <codecell> | |
|
|
435 | <input>comm.expand(commutator=True)</input> | |
|
|
436 | <language>python</language> | |
|
|
437 | <prompt_number>30</prompt_number> | |
|
|
438 | <collapsed>0</collapsed> | |
|
|
439 | <outputs> | |
|
|
440 | <output> | |
|
|
441 | <output_type>pyout</output_type> | |
|
|
442 | <text>[A,B]⋅B + [A,C]⋅B + A⋅[B,C]</text> | |
|
|
443 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU44QUFBQVdDQVlBQUFCQUhrbFFBQUFBQkhOQ1NWUUlD | |
|
|
444 | QWdJZkFoa2lBQUFCT1ZKUkVGVQplSnp0bTB0b1hVVVl4MytKQ1duRitLclUra1lMWXRIYWhZK2dK | |
|
|
445 | S1dJcjlxNkVWeXBGSFJSeFlBRm4zUmpYRm5CallLSzFFZ0VVUmMrClVOQ0lRaDBmUVZ4cGl3dVJn | |
|
|
446 | TzgzaWxJdGF1dGo4YzNoM2h4bnpwazU4ODI5dDNKK0VFNHkzOHgzdnU5LzU4eWNPek9CbHBhV3Zq | |
|
|
447 | QlUKK3Z0VjRIZmdkZUNobXJiM0FvY0FkelM0N3d4d09UQUIvQTBzQVB1c2JSdzRHWGpKMXZ2Qmxt | |
|
|
448 | OEROZ0Nqd0NZbG56bUkwUkRTZEN3WQpBcTRFSm9GemtmekhnT2VBQjRIVndBYzJwa0hYcjQ0NnZY | |
|
|
449 | ejZ6NUF2UHczOU1ZRTNXd3ZzQjU2S0RMS2JVU1Q1NXgyMnM2ei9QY0J3CnlXWXkrTlRFUk5UVjBQ | |
|
|
450 | RlVlODk1cEFPTTIvSmg0SHJnU2VCVFlEb2d2a0hRcjRvUXZVeUZMVWQrYXZwN0RWME1BYThBL3dD | |
|
|
451 | N0lvSXMKYzRIMWNhUEhQbS90WjVmS1RRYWZQbzRHVGdtc1cyQUM2Mm5vdUFYWUN6eUt6QVl1SHJm | |
|
|
452 | M09DTWdQbTM5b0ptR0xrTDFNaFUyN2Z5Uwo5Rzh5Z20wQlhnTitCVlkxYUYrdzNsN2Y4TmpYQUg4 | |
|
|
453 | Qm4vZlI1NFhBMVJIM2p5RlZ4eWxnRnZuZ3R5SjV1WmdIdmdJK0N2Q1o0elBSCjBsQ2ozMm5tcDY2 | |
|
|
454 | L3FiRWZoUVErQWl3Q1B3VUU2ZU5sNEd1UDdTcGt0TGpQWVRNWmZQcllETndXVVIvQ1pyNVVIWThF | |
|
|
455 | UGtOeVhWNVQKOXh6Z2ljRDR0UFdEWmhxV2lkSExWTmkwOHN1aXY5ZGdlUVM0eVA2K2dBUTdWdFBH | |
|
|
456 | eFREd00vQjBxZnhRNENacnU1UC9MZ2hWeFpqaQowMGV1aHk5Vng1MjJ6WFJkUmVBa1pQYXBpeStI | |
|
|
457 | ZnFEejhNWG9aVHpsbXZtcDZEOFMwTGpnUEdRRUt0NjN2N1BYVmNnb0VNTTY0QWhrCkJObGh5NVlC | |
|
|
458 | bHlBclZaY0I3dzJBenh4bzZMZ1orYTZ4TTZEdUYvYW5qa0hWVDZ2ZmFlYVhRLy9LVWVOTlpEbTI0 | |
|
|
459 | R0hrNlo4SWNWemkKRnR2MmRJZnRCdUJQWktVb0pzWVVuejYwWno0TkhWZmIrdTlHeGxWZ1BPVTU5 | |
|
|
460 | SU8wbWErSlhzWlRycFdmbXY2aEN5NWJrVDJLN2kraQozU05RTE91Qjc0R1BIYlpaNEJ0RTVIR0h2 | |
|
|
461 | WmMrdGRIUXNlaDBId2JVSFdOcHg2MWlFUFhUN0hkYSthbnBIL0xhdVJMWWpnUTkyVlYrCm9yMDJY | |
|
|
462 | YWw3cThLK0Z3bjZOR0IzRDN4ZUI5enFhSE00SXVDMUR0c3pkRjVmUXREU3NYalY4aTBjZEhNenN1 | |
|
|
463 | a2NRdXBub3EyaGRyL1QKNm5PNTlIZE8yWFBBUmtmNUptVDZ2VHZVdVdXTmJiZk5Zei9PMmo4aGZN | |
|
|
464 | RWwxYWNQemRmT09YUjBIQVYrUTA1alZIRVljTCtqM0RqSwpjdWtIelY4NzUyaW1sM0dVYWVhbnBu | |
|
|
465 | L2RhK2Nrc3VzLzc3QjlhYSt1RWVqNENwL0ZYc3ZiSHZ1TXZUNkdDQkpDRHArYWFPcTRINWt4CnBw | |
|
|
466 | Q1ZOQmNya0dOTkR3VEdOMmo2TmRYTFI5UDhlcVUvc0hUVVdBdDhDeHpycVh1Q0RmU0ZVdms2NUd6 | |
|
|
467 | YnJLZmRzOGhHYWZsRXdFb2sKNEFQQVhZRXhhdm4wb1RIejVkQnhCT2tBaThpeHFJTGx3S1hJMHZ5 | |
|
|
468 | S3dQZ2duMzRRcjJGVHZRcU1vNnhKZnRuMWQzM25Pd1paMWoyVAp6bXJUeFhSR0hPZzgrUUJYSUNQ | |
|
|
469 | S0RtUVQ4MGZrTE52NXlCUmVqQ1F2SW9KT0lLY0JGcEFsWHBBcGVwa3Qyd0M4NHdtOFRBNmZXdVRT | |
|
|
470 | CkVhU3pYSU9zem0xSFZ2QVdnVitRZktmeG43am9acEQwUzlYTFJVcCt2ZEIvQ1NhMlFRWDNLUHJx | |
|
|
471 | eG1UeTZ5TFhKbnNNMmpvYVpYOTEKYUd5eXgyQ1UvV1hUUCtmcDlINmRmTmRrSC9LNjBrOE9kaDBI | |
|
|
472 | UWNNVXN1a2ZjOElsaG8zQSs1bDg5NUpkcFAzblJpci9CeDM3cldFSwpXZlV2UDlVSGtIMEozNUpz | |
|
|
473 | cU04cDNQOHpsY0x0U0d4L0tQdlZSa05EME5meFlORXZsVmIvbHBhV2xwYVdscGFXbGc3L0FwMkpD | |
|
|
474 | c0NZCkVCSG1BQUFBQUVsRlRrU3VRbUNDCg== | |
|
|
475 | </png> | |
|
|
476 | <latex>$$\left[A,B\right] B + \left[A,C\right] B + A \left[B,C\right]$$</latex> | |
|
|
477 | <prompt_number>30</prompt_number> | |
|
|
478 | </output> | |
|
|
479 | </outputs> | |
|
|
480 | </codecell> | |
|
|
481 | <markdowncell> | |
|
|
482 | <source>Carry out and expand the commutators</source> | |
|
|
483 | </markdowncell> | |
|
|
484 | <codecell> | |
|
|
485 | <input>_.doit().expand() | |
|
|
486 | </input> | |
|
|
487 | <language>python</language> | |
|
|
488 | <prompt_number>31</prompt_number> | |
|
|
489 | <collapsed>0</collapsed> | |
|
|
490 | <outputs> | |
|
|
491 | <output> | |
|
|
492 | <output_type>pyout</output_type> | |
|
|
493 | <text>2 | |
|
|
494 | A⋅B⋅C + A⋅B - B⋅A⋅B - C⋅A⋅B</text> | |
|
|
495 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQU84QUFBQVpDQVlBQUFEWnUzbTlBQUFBQkhOQ1NWUUlD | |
|
|
496 | QWdJZkFoa2lBQUFCYlJKUkVGVQplSnp0bTNsb0hVVWN4ejgyaHpIeXZHdmFSQnN4MFZvUFBHdGJQ | |
|
|
497 | R093aWhWRkJTc2VVQlFNRkd5MUZxMFhLdjVURmRPb3FNVzdGUThDClZnUVZFVk9Mb2tYVVJNRnFL | |
|
|
498 | R28xYXFnVlJJMHRhbHZqSDc5WnN0bnN2SjNaMmJmN3JQT0I1ZTB4TS92N3p2eDJkK1kzODhEajhY | |
|
|
499 | ZzgKdWRBRU5CZHRoS2Q0ZGl2YUFJOHhOY0R0d0RBd0ZiZ0F1QXo0cWtpalBCNVBNbGNEVjRhT0h3 | |
|
|
500 | VGVMOGdXVHhVd3FXZ0RQTVljQ0Z3ZgpPaDRBVHNLMzRmOFcyMjd6eFVBOThGS1pOSThBclpwcjI0 | |
|
|
501 | RWhsWDk5bVRKcWdLT0JPY0FzNEUvZ1ZlQk5kWDB4OHVYSm15VDk5Y0RmCm1tczI5YUlyWjNmZ0w3 | |
|
|
502 | WGZBeHdMZENSYTdVWVc3UmtsTHo5eUpTcy9MRnp2Wk9BWDRMR0VkUFhBTWNBbzhETFFDTlNxN1NC | |
|
|
503 | RTdDaHcKa3liL3VjQTNRQy9RQmJRQmh3RjNJQUtYQU8rbEVlQklrdjZ6Z05QTDVMZXBsK09RQnRm | |
|
|
504 | UkJud050SnVibnhyWDlveVNseCs1a3BVZgpWb1hlcDFYbVZ3elN6bE5wNThkY3F3TzJBRnVWd1FF | |
|
|
505 | bDRISGdONkJUVSs1eVZlNWRCamJVR0tTeG9aeitOdUJXZ3pKczZtVTU4cmFQCnNnL1N1RzBHOTh1 | |
|
|
506 | S05PMnBvOUorNUVyV2ZsaTQzbE9BbGNBL21IMjI3MVZHTk1WY213VDhCR3dER2tMbitvRE55RmRI | |
|
|
507 | eHlHcTNOTU0KYkxnZk9OSWduUWxKK2xjRCt4bVVZMU12SldCVkpFMGpjQit3cnpydUlKOFpBOXYy | |
|
|
508 | MUZGcFAzSWxhejhzWEc4dHNCWnh6cCtCVFFaNQoxZ05mYUs2ZHJReDhNblR1Wm5YdUNvT3loNUcz | |
|
|
509 | VUJJOWxHOEFVNUwwN3crc01Tekx0bDZlQVk1USsvWHErRkxnZkxVOVlYaGZWMnp0CmppTVBQM0ls | |
|
|
510 | U3orc0NyMDNJSDErZ00rUko3OGNqVWl3NWRHWWE2Y2kvZjllSlBnQ2NJSkt2d0d6eUtscG9DcXJo | |
|
|
511 | emRKLzN4Z21VRTUKdHZVQ2NBdXdWTzFmQTN3YzJYb003dXRLR3J2anFMUWZ1WksxSDFaY2IyMUNn | |
|
|
512 | YzNJWW9DZzc3OFpPQXJZR3hrVHhERUhlU00xTWViVQpKV1hBVnVBUzRKMVErZ1VxL1QxSTl5S0p4 | |
|
|
513 | UVpwc3NKRWZ6dnduVUZadHZVQ3NKR3hhUEpUYXN1Yk5IWkh5Y09QWEZsQWRuNVlGWHBmClVJVUdQ | |
|
|
514 | STk4dXFlWHlYTzNTbk1vRWx3SnR1T0JkY0M3U1BRc29GK2xuMkpqbUFGWmZIbE45SGNERnhtVVpW | |
|
|
515 | c3ZJRjhEazBCSEpVbGoKZDVROC9NaVZMUDJ3Y0wyZFRBeVlkS3NibkZFbTMxcmdTODIxWnBWL25U | |
|
|
516 | b3VBVHVRTVVIV3VENjhwdnJ2QkJZWmxHZFRMd0h6a0dCWQprYVN4TzB3ZWZ1UktsbjZZbTE1ZHQ3 | |
|
|
517 | a2VtY3NhWVB5NDZtVDFPMVdUcnc2WWpieHA0aGdHZmtYbVEwdWg4eHMxNmNOTUJoWWliNmd3Ck53 | |
|
|
518 | SXpZdExQQnFZaFk0VW9LNUV4b3c0Yi9VUEFpV1hLQXZ0NkdWSG5wMlBXSlE5VEE2ekFmRHBoQnpK | |
|
|
519 | M0dEY21TMnQzUUY1K3RJMXMKTkx2NEllU25kd1QwRCs5UzVOUGZHem4vUGRJZDBIVXRaZ0o3b0or | |
|
|
520 | OG5vRjBCUVlaYStoK0pQU2V4SFZJeFVSWmcwUjhvelFDcnhIZgpJSU1KOTdMUjN3ZGNubEJlbW5v | |
|
|
521 | QmVYaDFEYXBqSi9KeXNuRmtYVEFscmQwQmVmcVJpK1lSM1AwUTh0VWIrL0MySWtHU2M1ZzRjSjhT | |
|
|
522 | CitZMFNyRERTR1hHVituMHVkTzR0NERiZ2NQUnZ2azdnRDJTZUs4b200c1B3VzVDdys2ZWFNblhZ | |
|
|
523 | Nmg5U3R1MEYvSzRwTTAyOTFBQXQKd0FmSkprOUFOOTFnU3hxN0EvTDJJMWZOcm42WXQ5NEpsSkNC | |
|
|
524 | c1c1ZzNZNzB2Wi9WWEg4RCtFRno3VnFWOTBWZ3o5RDVPaVFvTTBpOAp1QzdHTDhnM0pjMllONjMr | |
|
|
525 | V2NCRFpjcE5VeTlMTUp0dnJDUnA3SVppL01nVkZ6OHNSRy93NVMwaGI1MExrVVVCWFVpZlBoelc3 | |
|
|
526 | Z0xPClZQc2R5SmpoZFdTTjdVS2s2em9YQ1lzdlE3b21BQWNBNXlIZDJFWEF3eEhqdGlNTER4NVFJ | |
|
|
527 | cjRGUGtHNk1BMUtjSjlHV0ZhNDZOOEEKZkloRWhtY0NINmswRGFTdmw0T1JLWVB1Yk9SWjRXSjNr | |
|
|
528 | WDdrU2hvL0xGUnZzTFN1eFBoSTJDandObVAvWUFIcERrUlhsUFFqRWJxNQo2SmZwN1FRK1F3YmRK | |
|
|
529 | clFpYjc0QjlQL1FNYUVIcVhDVGJyT0wvckN1RnVCSHRWOUgrbnBwVWVkSERXelBHaGU3cThtUFhE | |
|
|
530 | SHh3MTFKCmIxV3hBdm5Mbk1maitZOHhEYk0xMEI2UHgrUHhlRHdlajhmajJUWDVGN1NTV0xra1du | |
|
|
531 | SzdBQUFBQUVsRlRrU3VRbUNDCg== | |
|
|
532 | </png> | |
|
|
533 | <latex>$$A B C + A \left(B\right)^{2} - B A B - C A B$$</latex> | |
|
|
534 | <prompt_number>31</prompt_number> | |
|
|
535 | </output> | |
|
|
536 | </outputs> | |
|
|
537 | </codecell> | |
|
|
538 | <markdowncell> | |
|
|
539 | <source>Take the dagger</source> | |
|
|
540 | </markdowncell> | |
|
|
541 | <codecell> | |
|
|
542 | <input>Dagger(_)</input> | |
|
|
543 | <language>python</language> | |
|
|
544 | <prompt_number>32</prompt_number> | |
|
|
545 | <collapsed>0</collapsed> | |
|
|
546 | <outputs> | |
|
|
547 | <output> | |
|
|
548 | <output_type>pyout</output_type> | |
|
|
549 | <text>2 | |
|
|
550 | † † † † † † ⎛ †⎞ † † † † | |
|
|
551 | - B ⋅A ⋅B - B ⋅A ⋅C + ⎝B ⎠ ⋅A + C ⋅B ⋅A</text> | |
|
|
552 | <png>aVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQVd3QUFBQWFDQVlBQUFDVGsyYlJBQUFBQkhOQ1NWUUlD | |
|
|
553 | QWdJZkFoa2lBQUFCd1pKUkVGVQplSnp0blhtSVZWVVl3SDh6NHpLbUpZV2FXMlhtVXBKbVdZcWhF | |
|
|
554 | bEdSTFdwa0N5MDZ4UmoxUndXYWxRU2xMWnFwYmYrMENiYUlCZGtDCnRraUxtVVVGWlNsYUZsbVVS | |
|
|
555 | WVlsV0VHN1RuOTg5ekhYTy9lK2Q5Wjc1MDduQjQ4Mzk1eHp6M2UrNzV6djNIUFA4Z1lDZ1VBZ0VG | |
|
|
556 | Q2sKRWRnVVpIaW43RFlvMnI1ZGdjVkFuYVA4VlBRNUZ6ak5rVHhUaXJhN0NiN0xYSmd2ZGZJc1ZJ | |
|
|
557 | Vy9nTitERE8rVTNRWkYycmNCZUJSWQpBTFE0eWxORm56WEFhbUFuOEdsSy9DamdyRmphdERTMnRQ | |
|
|
558 | ZDJuWWJ2TWhmbVMvV2VoYXJRQXJ3VFpIaW43RFlvMHI2emdQZUFyeDNtCnFhclBQT0E1b0hzaWZB | |
|
|
559 | SndLckFFZUFsNEE1anNzSHdWMm51N1RzTjNtUXZ6SlZldmQ2YXNBNzVGUnZxOWdNK0FPVUdHYzhw | |
|
|
560 | dWd5THQKMndQcHJNY0NmenJLVTFlZlc1RlI5bU94c0tlaWNqMFVYVDhDREFaT2QxUkdrM0syQjN5 | |
|
|
561 | WHVleSt0QjlkZ1lFWm53RzBIU1ZVV09CSQpmbmV5M3hwVVpaanFvQ1BEbG81ZzV5eDZwb1IxYzVT | |
|
|
562 | M0NVM0FBelhTK0s2UFFjREhpYkJMZ0N0ajEvY0Q3eXZtbDRiUE92VkJ0WFlDCi92MjlFRjl5UFlj | |
|
|
563 | OUJyZ1dtSWdvdXdINE1vcXJSeFpRZmtGR0RDL0U3aHZoUVBhQndEYmdZdURkbEhoVkdhWTY2TWl3 | |
|
|
564 | cFNQWXVVSXYKb0JrWUQvUUR2Z0VPQTU1Qk9zcExnZjdJcTM5ZTlvMXpOaklsVVEzZjliRURPQVk0 | |
|
|
565 | Z2RhT2UxVXN2Z3N3TmNyZkJOZDE2Z09kZGdMKwovYjA5K3BJeHp5Tktka21FTndCcmdiMklnU3JZ | |
|
|
566 | akF3cTNJZk0rMXlRRWE4clExY0hFeG0ybE4zTzA1QlgvZHVBSVltNE9jaUMyei9BCmlRWjUxK0lV | |
|
|
567 | MnRvdGpkMjBMVnNXUHV0akN6QXpJMjRaNXAwMXVQZWRhcHlDbXQzajZMWVQ4Ty92aGZpU3IwWEhD | |
|
|
568 | Y2dUNCs5RStGN2sKaVZnUG5Ca0x0NTFMSHdWY0ZQM2ROeU9Ocmd4ZEhVeGsyRkpXT3pjQVR5Qmx2 | |
|
|
569 | QTU1OWR1ZVNMTU1HVlg5UnV1bzBxVjltNEUrTmRJMApBb2NBUHlubTZiTSt2Z0NPU0FtZkJXd0Zi | |
|
|
570 | dGZJSzQ0UDM2bUdpdDBybUxZVDhPL3ZoZmlTanc1N0JOQWJlQ3NqZm16MHZkV1J2RHBrCmYreTg2 | |
|
|
571 | RHBMZVIzeTFzR0VNdHY1Rm1BR01BVjR0a3E2OVloKyt5eGsyZEE3a3YyclFscmY5WkhXWVU5RHBn | |
|
|
572 | WldSTmMzYWVicHczZGMKa2xjN0tZMHYrZGlIUFNuNlhwOFNkelJ3WVJRWG54ZTAyZHZhaEt5cWZo | |
|
|
573 | SmRaeW12SThORUIxMFp0cFRWenVPUjEvYzF3R3MxMG40SAo3TkxJMnpVdHlLQ21CektDcTRidit1 | |
|
|
574 | akUvZ09zYzRCRndGZkE5VWduc0VNalAvRGpPNjZ3YVNmZzM5L2JneTg1WVJXd0IzbWRxZEFUCm1h | |
|
|
575 | ZlppY3piOUVqYzg3YWhySU9SUllMT3lHdFdDL0J5UmxvZEdTWTY2TXF3cGF4MjNvYU1oSTVUa0hz | |
|
|
576 | c2NLaEczanFzUkhZQ1ZLTUwKb3VzWWhmeDgxOGVMeUtpc3dtUmtlaUgrVVNsbkJWKytVd3NWdTRO | |
|
|
577 | ZE93SC8vbDZJTC9rWVlVOEVmZ1R1aW9VTlFlWnNsZ0FQQXY4bQo3dm5CVU5aQzRFNWt3ZUZuWkw0 | |
|
|
578 | cDYybWxJOE5FQjEwWnRwVFJ6b2NqSTVZTndHWUZ1Y2xYMER6dEN6S2Z1UXNZRG15c2tkWjNmUXdI | |
|
|
579 | ClhvOWR2NnB4YnhxK2ZNY0Z0dTBFL1B0N0liN2t1c01lakR3OTV3SkxFM0c5a1VZL0hWa3Bqay91 | |
|
|
580 | YnpHUWRSTHloS3E4THUxRERKQ2wKdktvTVV4MTBaTmhTVmp0UGlMNVZuRkEzN3l6cVNWK3JxVU5H | |
|
|
581 | VkVrZmFFR2NxTUk2WUZnTkdiN3JveE53RkhLYTBRVytmQ2VPamQxdAoyd240OS9laWZZbVJ5RGFT | |
|
|
582 | RHhRL0Q2ZmswWVFZZmx5R2pFVlJmSE8xZ2loUWp4emJQRElSdmdsNWN0bXM0RGJoVHdjWE52WmR4 | |
|
|
583 | aml1CjdidzBLdGRWQ21rSG9iNmJvQnBQQWgrbGZIWWpIVUl5L0VOZ2RPeit5NEduYThob3dtOTlE | |
|
|
584 | RVhtcWwzZzAzZmkyTmc5ejNiU1JJbDgKS2Y2VTI0Sk05TnN3Q2ZuQmt1U3ByQ1FETE9WY0RSeEU2 | |
|
|
585 | N0hjQ3Yxb1BjNnB1aFVyaVU4ZFhOZ1l5bXZuejZQdjNRcHBiOEROY2R3WgpHZUVyZ1p1QjcydmN2 | |
|
|
586 | eHBaelI5WUphM3YrcmdHdU5mdzNpUStmU2VPamQzemJDZGw5U1VuYkFmZXJCSy9FWGxhMlp6ZzZZ | |
|
|
587 | T01QcnVsCnhDMlA4aDlwa1g4ZU90aFNWanNQamU1YlhDUGRPT0FLemJ4MVVWMzhBam13a2p6Vkdz | |
|
|
588 | ZG5mUnlQZEdDZERlNU40dHQzVkZDeGU1N3QKcEt5K1pFMy9TUEQ4alBpWnlKeE5OZU9vc0lMc1Vl | |
|
|
589 | cjhxQXltUDRDVGx3NDJsTjNPYXhFbjZaVVJmekl5Q21uSWlIZUZUb2RkaC96WQowcFNVT0ovMVVS | |
|
|
590 | L2RON1pXUWtWOCtvNHFxbmJQbzUyVTNaZXNhSTRFbjVFSTd3dk1SbFpabHlPbngweG9CTzVHVm82 | |
|
|
591 | enVERXFRNU9oCkROODZ1S0RzZG01RWRqaHNSanFpeXNoeEJMTHdNNWQ4VG96cWROZ2dIY05DMnBi | |
|
|
592 | TlozMU1wWFdQc0ExNStJNHFxbmJQbzUyVXpwZGMKT01aczVNVFZRR1RmNmg1azVSTmtoSEFBOGpP | |
|
|
593 | UWE0RlhER1djRDl5RC9MSldDN0kvOGJKWS9ERGdjV1NlcVFINEEvbDV3dWxSZWRxRApEclowQkR0 | |
|
|
594 | WDZBcWNoMnluR28wc3FHMURIRFN2LzI2aU9vZWRSUm5hRE9SWHA2cm8yTjFYTytsSXZoUUkvQys0 | |
|
|
595 | QXpuRUVNaVhZUGRBCklCQUlCQUtCUUNBUUNBUUNnVUFnRUFnRUFvRkFJQkFvaXY4QUxKRDhNYVAw | |
|
|
596 | U3pRQUFBQUFTVVZPUks1Q1lJST0K | |
|
|
597 | </png> | |
|
|
598 | <latex>$$- B^{\dagger} A^{\dagger} B^{\dagger} - B^{\dagger} A^{\dagger} C^{\dagger} + \left(B^{\dagger}\right)^{2} A^{\dagger} + C^{\dagger} B^{\dagger} A^{\dagger}$$</latex> | |
|
|
599 | <prompt_number>32</prompt_number> | |
|
|
600 | </output> | |
|
|
601 | </outputs> | |
|
|
602 | </codecell> | |
|
|
603 | </cells> | |
|
|
604 | </worksheet> | |
|
|
605 | </worksheets> | |
|
|
606 | </notebook> | |
|
|
1 | { | |
|
|
2 | "nbformat": 2, | |
|
|
3 | "name": "basic_quantum", | |
|
|
4 | "worksheets": [ | |
|
|
5 | { | |
|
|
6 | "cells": [ | |
|
|
7 | { | |
|
|
8 | "source": "<h1>Basic Symbolic Quantum Mechanics</h1>", | |
|
|
9 | "cell_type": "markdown" | |
|
|
10 | }, | |
|
|
11 | { | |
|
|
12 | "cell_type": "code", | |
|
|
13 | "language": "python", | |
|
|
14 | "outputs": [], | |
|
|
15 | "collapsed": true, | |
|
|
16 | "prompt_number": 18, | |
|
|
17 | "input": "%load_ext sympyprinting" | |
|
|
18 | }, | |
|
|
19 | { | |
|
|
20 | "cell_type": "code", | |
|
|
21 | "language": "python", | |
|
|
22 | "outputs": [], | |
|
|
23 | "collapsed": true, | |
|
|
24 | "prompt_number": 19, | |
|
|
25 | "input": "from sympy import sqrt, symbols, Rational\nfrom sympy import expand, Eq, Symbol, simplify, exp, sin\nfrom sympy.physics.quantum import *\nfrom sympy.physics.quantum.qubit import *\nfrom sympy.physics.quantum.gate import *\nfrom sympy.physics.quantum.grover import *\nfrom sympy.physics.quantum.qft import QFT, IQFT, Fourier\nfrom sympy.physics.quantum.circuitplot import circuit_plot" | |
|
|
26 | }, | |
|
|
27 | { | |
|
|
28 | "source": "<h2>Bras and Kets</h2>", | |
|
|
29 | "cell_type": "markdown" | |
|
|
30 | }, | |
|
|
31 | { | |
|
|
32 | "source": "Create symbolic states", | |
|
|
33 | "cell_type": "markdown" | |
|
|
34 | }, | |
|
|
35 | { | |
|
|
36 | "cell_type": "code", | |
|
|
37 | "language": "python", | |
|
|
38 | "outputs": [], | |
|
|
39 | "collapsed": true, | |
|
|
40 | "prompt_number": 20, | |
|
|
41 | "input": "phi, psi = Ket('phi'), Ket('psi')\nalpha, beta = symbols('alpha beta', complex=True)" | |
|
|
42 | }, | |
|
|
43 | { | |
|
|
44 | "source": "Create a superposition", | |
|
|
45 | "cell_type": "markdown" | |
|
|
46 | }, | |
|
|
47 | { | |
|
|
48 | "cell_type": "code", | |
|
|
49 | "language": "python", | |
|
|
50 | "outputs": [ | |
|
|
51 | { | |
|
|
52 | "output_type": "pyout", | |
|
|
53 | "latex": "$$\\alpha {\\left|\\psi\\right\\rangle } + \\beta {\\left|\\phi\\right\\rangle }$$", | |
|
|
54 | "prompt_number": 21, | |
|
|
55 | "png": "iVBORw0KGgoAAAANSUhEUgAAAF8AAAAXCAYAAABtR5P0AAAABHNCSVQICAgIfAhkiAAABHBJREFU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\nAAAAAElFTkSuQmCC\n", | |
|
|
56 | "text": "\u03b1\u22c5\u2758\u03c8\u27e9 + \u03b2\u22c5\u2758\u03c6\u27e9" | |
|
|
57 | } | |
|
|
58 | ], | |
|
|
59 | "collapsed": false, | |
|
|
60 | "prompt_number": 21, | |
|
|
61 | "input": "state = alpha*psi + beta*phi; state\n" | |
|
|
62 | }, | |
|
|
63 | { | |
|
|
64 | "source": "Dagger the superposition and multiply the original", | |
|
|
65 | "cell_type": "markdown" | |
|
|
66 | }, | |
|
|
67 | { | |
|
|
68 | "cell_type": "code", | |
|
|
69 | "language": "python", | |
|
|
70 | "outputs": [ | |
|
|
71 | { | |
|
|
72 | "output_type": "pyout", | |
|
|
73 | "latex": "$$\\left(\\overline{\\alpha} {\\left\\langle \\psi\\right|} + \\overline{\\beta} {\\left\\langle \\phi\\right|}\\right) \\left(\\alpha {\\left|\\psi\\right\\rangle } + \\beta {\\left|\\phi\\right\\rangle }\\right)$$", | |
|
|
74 | "prompt_number": 22, | |
|
|
75 | "png": "iVBORw0KGgoAAAANSUhEUgAAANoAAAAaCAYAAADR9UJvAAAABHNCSVQICAgIfAhkiAAACHpJREFU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\n2Kc62Q7y4E4AAAAASUVORK5CYII=\n", | |
|
|
76 | "text": "\u239b\u23bd \u23bd \u239e \n\u239d\u03b1\u22c5\u27e8\u03c8\u2758 + \u03b2\u22c5\u27e8\u03c6\u2758\u23a0\u22c5(\u03b1\u22c5\u2758\u03c8\u27e9 + \u03b2\u22c5\u2758\u03c6\u27e9)" | |
|
|
77 | } | |
|
|
78 | ], | |
|
|
79 | "collapsed": false, | |
|
|
80 | "prompt_number": 22, | |
|
|
81 | "input": "ip = Dagger(state)*state; ip\n" | |
|
|
82 | }, | |
|
|
83 | { | |
|
|
84 | "source": "Distribute", | |
|
|
85 | "cell_type": "markdown" | |
|
|
86 | }, | |
|
|
87 | { | |
|
|
88 | "cell_type": "code", | |
|
|
89 | "language": "python", | |
|
|
90 | "outputs": [ | |
|
|
91 | { | |
|
|
92 | "output_type": "pyout", | |
|
|
93 | "latex": "$$\\alpha \\overline{\\alpha} \\left\\langle \\psi \\right. {\\left|\\psi\\right\\rangle } + \\alpha \\overline{\\beta} \\left\\langle \\phi \\right. {\\left|\\psi\\right\\rangle } + \\beta \\overline{\\alpha} \\left\\langle \\psi \\right. {\\left|\\phi\\right\\rangle } + \\beta \\overline{\\beta} \\left\\langle \\phi \\right. {\\left|\\phi\\right\\rangle }$$", | |
|
|
94 | "prompt_number": 23, | |
|
|
95 | "png": "iVBORw0KGgoAAAANSUhEUgAAAU8AAAAaCAYAAAA3+d4CAAAABHNCSVQICAgIfAhkiAAAB9VJREFU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\nVapUevofz4SOwufiq5gAAAAASUVORK5CYII=\n", | |
|
|
96 | "text": "\u23bd \u23bd \u23bd \u23bd \n\u03b1\u22c5\u03b1\u22c5\u27e8\u03c8\u2758\u03c8\u27e9 + \u03b1\u22c5\u03b2\u22c5\u27e8\u03c6\u2758\u03c8\u27e9 + \u03b2\u22c5\u03b1\u22c5\u27e8\u03c8\u2758\u03c6\u27e9 + \u03b2\u22c5\u03b2\u22c5\u27e8\u03c6\u2758\u03c6\u27e9" | |
|
|
97 | } | |
|
|
98 | ], | |
|
|
99 | "collapsed": false, | |
|
|
100 | "prompt_number": 23, | |
|
|
101 | "input": "qapply(expand(ip))\n" | |
|
|
102 | }, | |
|
|
103 | { | |
|
|
104 | "source": "<h2>Operators</h2>", | |
|
|
105 | "cell_type": "markdown" | |
|
|
106 | }, | |
|
|
107 | { | |
|
|
108 | "source": "Create symbolic operators", | |
|
|
109 | "cell_type": "markdown" | |
|
|
110 | }, | |
|
|
111 | { | |
|
|
112 | "cell_type": "code", | |
|
|
113 | "language": "python", | |
|
|
114 | "outputs": [], | |
|
|
115 | "collapsed": true, | |
|
|
116 | "prompt_number": 24, | |
|
|
117 | "input": "A = Operator('A')\nB = Operator('B')\nC = Operator('C')" | |
|
|
118 | }, | |
|
|
119 | { | |
|
|
120 | "source": "Test commutativity", | |
|
|
121 | "cell_type": "markdown" | |
|
|
122 | }, | |
|
|
123 | { | |
|
|
124 | "cell_type": "code", | |
|
|
125 | "language": "python", | |
|
|
126 | "outputs": [ | |
|
|
127 | { | |
|
|
128 | "output_type": "pyout", | |
|
|
129 | "prompt_number": 25, | |
|
|
130 | "text": "False" | |
|
|
131 | } | |
|
|
132 | ], | |
|
|
133 | "collapsed": false, | |
|
|
134 | "prompt_number": 25, | |
|
|
135 | "input": "A*B == B*A\n" | |
|
|
136 | }, | |
|
|
137 | { | |
|
|
138 | "source": "Distribute A+B squared", | |
|
|
139 | "cell_type": "markdown" | |
|
|
140 | }, | |
|
|
141 | { | |
|
|
142 | "cell_type": "code", | |
|
|
143 | "language": "python", | |
|
|
144 | "outputs": [ | |
|
|
145 | { | |
|
|
146 | "output_type": "pyout", | |
|
|
147 | "latex": "$$A B + \\left(A\\right)^{2} + B A + \\left(B\\right)^{2}$$", | |
|
|
148 | "prompt_number": 26, | |
|
|
149 | "png": "iVBORw0KGgoAAAANSUhEUgAAAMAAAAAZCAYAAABn7SHgAAAABHNCSVQICAgIfAhkiAAABONJREFU\neJzt2luoFVUcx/FP6jnZsdNNKzVFKLsX1EORpGYIKRkFRgRJD70oFBRFmlQv0ksPQUVYPYXRTcTq\nISqKouhCD0YSdCUKtItd0JJSuunpYe3N2U4ze681M/scOcwXDps9a83M//f/nTXrv9ZsGhoaGhI5\nEmdgyngH0tCTrl5NHttYJgQrsBLHYCOmYtu4RtRQRONVzQzgpdYnnI4RXDhuETUU0XjVB07An1jQ\ncewPrBmfcBq6EOVVag27EoPY3KXPRswraPsHO1vnf5B471QG8XdC/zxt2WvswbH4q/V9Po7Sfy1F\n9CPXMR7XTZFXKfr67tWJrYs+1qPfIM4XppvnMSQMtCmYg4dbbevKBhLBLKxO6F+k7V6jU2geW7E+\nLbRaqTvXsR7XSTevUvT13asnWjd7MaLvilbf63PaBvAz9gkCY0hZrE8SDEw5p0jbmXi84Jy1uCXh\nHt2oshlRZ65TPC6ibq9i9ZXyalJkoJcK08sIZkb0X9z6fDun7UDrOkdE3n8pbovo1+YmvN66Twzd\ntH0pJPi8zPFV+EyYogewMCG+LKn6stSV61SP8+iHV7H6dijhVcw/4BTch7uxW/wA+Bw/5bQtxUl4\nVlik9GJA/EwBNwir/xhitL3g0KfHdThHSPpVguFHJ8SXJVVfljpyXcbjPPrhVYq+vnh1u9GV8yfY\n36P/kPAkeTSnbaFQY24RXlDEsFx87XY83ozsS5y2IWGxBdPxPj7M/M1OuGeWFH15sdWR61SPi6jb\nq1R9yV712gWajauFkQY/4lxhdb234JwFwpPgZKPJGG4FvA/X4q0e9y3LqdgV2TdW234cFJ5su4VS\n4XChjlyX8bgOYrxK1ZfsVa8B8IAwLR5sfW9PQzMVJ6dds60VRmibrXgQG/AVvusVXAmmC4mJIUXb\nTmG3YkfVAGumjlyX8bgOYrwqoy/Jq25rgKXCXmvnvmlncopYhC/wDX7r+Nsu1HyL8HRMcCXYi7kR\n/VK1zcLv1ULrC1VzXdbjOojxqoy+JK+KZoBBYdW8HQ91HL+44yZ5DOASPFPQ/oMgYLEwlXUGukxY\ntGSZI7zVm5/T9h42dXzfKfzwqRup2gYxA7/2uG4v6tDXSZVcU95jxsarMvqSvSoaAHcKK+stmePf\nCnVZ0dPhIuFt27sF7WfjOGFUZw3ZJtRtWRYIiXoypy1bQ+4S6sBub4FTtZ0m1JkjBdeLpQ59nVTJ\nNeU9Zmy8KqMv2au8ATAPlwuj/GCmbWbmM0u7ZisK+sbW51M5bXscWue1mYFpwgo+hs3C1Ji3w1BG\n2xLFT6EU6tLXpkquq3jM2HhVRt8SFb0axjvCW7U85guja1NB+yuKF1yrW+c+JyQpltRtwiG85v+v\nxctom4FXhX3kflF2G7Rsrqt63I26vCJdXymv2jPAMO7BNThL2BPe4NBdgDXCCCM8PdbhZXyNm4VV\n/RXCNtp6/NsR2JWC2FvxSEqAJdgv7GqsFmrcKtpWCdqqlj91MVX5XFfJw6e1Kwlkvaqi7w4lvGqP\nlmFc1nF8BG8Y/SUdYbrMjtSP8Esr2KKRdwAfC4uWMizHBbg/8bxT8L1q2iYLNXE/SdE3oHyuq+Qh\n1ruqXlXRN1f/vRoXluGu8Q6ij0wkfRNJy2HDNP3fkx5PJpK+iaSloaGhoaGhoWGi8h+sZcLwhv0Q\nuwAAAABJRU5ErkJggg==\n", | |
|
|
150 | "text": "2 2\nA\u22c5B + A + B\u22c5A + B" | |
|
|
151 | } | |
|
|
152 | ], | |
|
|
153 | "collapsed": false, | |
|
|
154 | "prompt_number": 26, | |
|
|
155 | "input": "expand((A+B)**2)" | |
|
|
156 | }, | |
|
|
157 | { | |
|
|
158 | "source": "Create a commutator", | |
|
|
159 | "cell_type": "markdown" | |
|
|
160 | }, | |
|
|
161 | { | |
|
|
162 | "cell_type": "code", | |
|
|
163 | "language": "python", | |
|
|
164 | "outputs": [ | |
|
|
165 | { | |
|
|
166 | "output_type": "pyout", | |
|
|
167 | "latex": "$$\\left[A,B\\right]$$", | |
|
|
168 | "prompt_number": 27, | |
|
|
169 | "png": "iVBORw0KGgoAAAANSUhEUgAAAC4AAAAWCAYAAAC/kK73AAAABHNCSVQICAgIfAhkiAAAAkhJREFU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\nvA1Pse5//Nv4Bfpvd5tNLRluAAAAAElFTkSuQmCC\n", | |
|
|
170 | "text": "[A,B]" | |
|
|
171 | } | |
|
|
172 | ], | |
|
|
173 | "collapsed": false, | |
|
|
174 | "prompt_number": 27, | |
|
|
175 | "input": "comm = Commutator(A,B); comm\n" | |
|
|
176 | }, | |
|
|
177 | { | |
|
|
178 | "source": "Carry out the commutator", | |
|
|
179 | "cell_type": "markdown" | |
|
|
180 | }, | |
|
|
181 | { | |
|
|
182 | "cell_type": "code", | |
|
|
183 | "language": "python", | |
|
|
184 | "outputs": [ | |
|
|
185 | { | |
|
|
186 | "output_type": "pyout", | |
|
|
187 | "latex": "$$A B - B A$$", | |
|
|
188 | "prompt_number": 28, | |
|
|
189 | "png": "iVBORw0KGgoAAAANSUhEUgAAAE4AAAASCAYAAAD15uiRAAAABHNCSVQICAgIfAhkiAAAAi5JREFU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\nrkJggg==\n", | |
|
|
190 | "text": "A\u22c5B - B\u22c5A" | |
|
|
191 | } | |
|
|
192 | ], | |
|
|
193 | "collapsed": false, | |
|
|
194 | "prompt_number": 28, | |
|
|
195 | "input": "comm.doit()" | |
|
|
196 | }, | |
|
|
197 | { | |
|
|
198 | "source": "Create a more fancy commutator", | |
|
|
199 | "cell_type": "markdown" | |
|
|
200 | }, | |
|
|
201 | { | |
|
|
202 | "cell_type": "code", | |
|
|
203 | "language": "python", | |
|
|
204 | "outputs": [ | |
|
|
205 | { | |
|
|
206 | "output_type": "pyout", | |
|
|
207 | "latex": "$$\\left[A B,B + C\\right]$$", | |
|
|
208 | "prompt_number": 29, | |
|
|
209 | "png": "iVBORw0KGgoAAAANSUhEUgAAAGAAAAAWCAYAAAA/45nkAAAABHNCSVQICAgIfAhkiAAAA3tJREFU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\n", | |
|
|
210 | "text": "[A\u22c5B,B + C]" | |
|
|
211 | } | |
|
|
212 | ], | |
|
|
213 | "collapsed": false, | |
|
|
214 | "prompt_number": 29, | |
|
|
215 | "input": "comm = Commutator(A*B,B+C); comm" | |
|
|
216 | }, | |
|
|
217 | { | |
|
|
218 | "source": "Expand the commutator", | |
|
|
219 | "cell_type": "markdown" | |
|
|
220 | }, | |
|
|
221 | { | |
|
|
222 | "cell_type": "code", | |
|
|
223 | "language": "python", | |
|
|
224 | "outputs": [ | |
|
|
225 | { | |
|
|
226 | "output_type": "pyout", | |
|
|
227 | "latex": "$$\\left[A,B\\right] B + \\left[A,C\\right] B + A \\left[B,C\\right]$$", | |
|
|
228 | "prompt_number": 30, | |
|
|
229 | "png": "iVBORw0KGgoAAAANSUhEUgAAAN8AAAAWCAYAAABAHklQAAAABHNCSVQICAgIfAhkiAAABOVJREFU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\nEBHmAAAAAElFTkSuQmCC\n", | |
|
|
230 | "text": "[A,B]\u22c5B + [A,C]\u22c5B + A\u22c5[B,C]" | |
|
|
231 | } | |
|
|
232 | ], | |
|
|
233 | "collapsed": false, | |
|
|
234 | "prompt_number": 30, | |
|
|
235 | "input": "comm.expand(commutator=True)" | |
|
|
236 | }, | |
|
|
237 | { | |
|
|
238 | "source": "Carry out and expand the commutators", | |
|
|
239 | "cell_type": "markdown" | |
|
|
240 | }, | |
|
|
241 | { | |
|
|
242 | "cell_type": "code", | |
|
|
243 | "language": "python", | |
|
|
244 | "outputs": [ | |
|
|
245 | { | |
|
|
246 | "output_type": "pyout", | |
|
|
247 | "latex": "$$A B C + A \\left(B\\right)^{2} - B A B - C A B$$", | |
|
|
248 | "prompt_number": 31, | |
|
|
249 | "png": "iVBORw0KGgoAAAANSUhEUgAAAO8AAAAZCAYAAADZu3m9AAAABHNCSVQICAgIfAhkiAAABbRJREFU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\n", | |
|
|
250 | "text": "2 \nA\u22c5B\u22c5C + A\u22c5B - B\u22c5A\u22c5B - C\u22c5A\u22c5B" | |
|
|
251 | } | |
|
|
252 | ], | |
|
|
253 | "collapsed": false, | |
|
|
254 | "prompt_number": 31, | |
|
|
255 | "input": "_.doit().expand()\n" | |
|
|
256 | }, | |
|
|
257 | { | |
|
|
258 | "source": "Take the dagger", | |
|
|
259 | "cell_type": "markdown" | |
|
|
260 | }, | |
|
|
261 | { | |
|
|
262 | "cell_type": "code", | |
|
|
263 | "language": "python", | |
|
|
264 | "outputs": [ | |
|
|
265 | { | |
|
|
266 | "output_type": "pyout", | |
|
|
267 | "latex": "$$- B^{\\dagger} A^{\\dagger} B^{\\dagger} - B^{\\dagger} A^{\\dagger} C^{\\dagger} + \\left(B^{\\dagger}\\right)^{2} A^{\\dagger} + C^{\\dagger} B^{\\dagger} A^{\\dagger}$$", | |
|
|
268 | "prompt_number": 32, | |
|
|
269 | "png": "iVBORw0KGgoAAAANSUhEUgAAAWwAAAAaCAYAAACTk2bRAAAABHNCSVQICAgIfAhkiAAABwZJREFU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\n", | |
|
|
270 | "text": "2 \n \u2020 \u2020 \u2020 \u2020 \u2020 \u2020 \u239b \u2020\u239e \u2020 \u2020 \u2020 \u2020\n- B \u22c5A \u22c5B - B \u22c5A \u22c5C + \u239dB \u23a0 \u22c5A + C \u22c5B \u22c5A" | |
|
|
271 | } | |
|
|
272 | ], | |
|
|
273 | "collapsed": false, | |
|
|
274 | "prompt_number": 32, | |
|
|
275 | "input": "Dagger(_)" | |
|
|
276 | } | |
|
|
277 | ] | |
|
|
278 | } | |
|
|
279 | ] | |
|
|
280 | } No newline at end of file | |
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
|
|
1 | NO CONTENT: modified file | |
| The requested commit or file is too big and content was truncated. Show full diff | |||
General Comments 0
You need to be logged in to leave comments.
Login now