-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathML-Demo.html
418 lines (312 loc) · 45.3 KB
/
ML-Demo.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>CHTC Hosts Machine Learning Demo and Q+A session</title>
<script type="text/javascript">
function resizeIframe(iframe) {
var newheight;
var newwidth;
if (document.getElementById) {
newwidth = iframe.contentWindow.document.body.scrollWidth;
newheight = iframe.contentWindow.document.body.scrollHeight;
}
iframe.height = (newheight) + "px";
iframe.width = (newwidth) + "px";
}
</script>
<meta name="robots" content="noindex">
<script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/js/bootstrap.min.js" integrity="sha384-cVKIPhGWiC2Al4u+LWgxfKTRIcfu0JTxR+EQDz/bgldoEyl4H0zUF0QKbrJ0EcQF" crossorigin="anonymous" defer></script>
<script type="text/javascript" src="/web-preview/preview-tranlational-arrow/assets/js/uw-style.js" defer></script>
<script src="/web-preview/preview-tranlational-arrow/assets/js/lunr.js" type="text/javascript" async></script>
<script type="text/javascript" src="/web-preview/preview-tranlational-arrow/assets/js/search_bar.js" defer></script>
<script type="text/javascript" src="/web-preview/preview-tranlational-arrow/assets/js/copy-content.js" defer></script>
<script type="text/javascript" src="/web-preview/preview-tranlational-arrow/assets/js/main.js" defer></script>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/font/bootstrap-icons.min.css">
<link type="text/css" href="/web-preview/preview-tranlational-arrow/assets/fonts/fonts.0.0.1.css" rel="stylesheet">
<link type="text/css" href="/web-preview/preview-tranlational-arrow/assets/css/style-v12.css" rel="stylesheet">
<script>(function(H){H.className=H.className.replace(/\bno-js\b/,'')})(document.documentElement)</script>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
</head>
<body leftmargin="0" topmargin="0" marginwidth="0" marginheight="0">
<div class="container-fluid">
<div class="row justify-content-between bg-primary" role="navigation">
<div class="col-auto">
<a class="uw-global-name-link" href="http://www.wisc.edu" aria-label="University home page">U<span>niversity <span class="uw-of">of</span> </span>W<span>isconsin</span>–Madison</a>
</div>
<div class="col-auto">
<div class="row">
<div class="col-auto pe-0">
<a class="uw-global-name-link" href="/web-preview/preview-tranlational-arrow/uw-research-computing" aria-label="UW Research Computing Homepage">Go to UW Research Computing Home</a>
</div>
<div class="col-auto d-flex">
<a class="btn-light px-2 my-auto rounded" href="/uw-research-computing/form.html">Request Account</a>
</div>
</div>
</div>
</div>
</div>
<button id="uw-top-menus-button" class="uw-mobile-menu-button-bar uw-mobile-menu-button-bar-reversed uw-is-closed" data-menu="uw-top-menus" aria-label="Open menu" aria-expanded="true" aria-controls="uw-top-menus">Menu<svg aria-hidden="true" focusable="false"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-menu"></use></svg><svg aria-hidden="true" focusable="false"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-close"></use></svg></button>
<div id="uw-top-menus" class="uw-is-visible uw-horizontal" aria-hidden="false">
<div class="uw-main-nav">
<nav class="uw-nav-menu uw-nav-menu-reverse" aria-label="Main Menu">
<ul id="uw-main-nav">
<div class="uw-header-crest">
<a href="/web-preview/preview-tranlational-arrow/"><img class="uw-crest-svg py-2" src="/web-preview/preview-tranlational-arrow/images/logos/CHTC_Logo_Full_Color.svg" alt="Link to CHTC Home Page"></a>
</div>
<li id="about" class="uw-dropdown">
<a href="/web-preview/preview-tranlational-arrow/about.html" role="button" aria-haspopup="true" aria-expanded="false">
About
<svg aria-hidden="true" class="uw-caret" focusable="false">
<use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-down"></use>
</svg>
<svg aria-hidden="true" class="uw-caret" focusable="false">
<use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-caret-up"></use>
</svg>
</a>
<ul aria-hidden="true" aria-label="About submenu" class="uw-child-menu">
<li>
<a href="/web-preview/preview-tranlational-arrow/htc.html">What is HTC?</a>
</li>
<li>
<a href="/web-preview/preview-tranlational-arrow/approach.html">Our Approach</a>
</li>
<li>
<a href="/web-preview/preview-tranlational-arrow/projects.html">Our Customers</a>
</li>
<li>
<a href="/web-preview/preview-tranlational-arrow/people.html">Our Staff</a>
</li>
<li>
<a href="/web-preview/preview-tranlational-arrow/jobs.html">Our Open Positions</a>
</li>
</ul>
<li id="uw-research-computing">
<a href="/web-preview/preview-tranlational-arrow/uw-research-computing/index.html" aria-current="page">Research Computing</a>
</li>
<li id="technologies">
<a href="/web-preview/preview-tranlational-arrow/technologies.html" aria-current="page">Technologies</a>
</li>
<li id="research">
<a href="/web-preview/preview-tranlational-arrow/research.html" aria-current="page">Research</a>
</li>
<li id="news">
<a href="/web-preview/preview-tranlational-arrow/news.html" aria-current="page">News</a>
</li>
<li id="events">
<a href="/web-preview/preview-tranlational-arrow/events.html" aria-current="page">Events</a>
</li>
<li class="my-auto ms-auto me-0 pe-0">
<div id="main-search-bar" class="search-bar">
<input type="text" class="form-control" placeholder="Loading..." aria-describedby="button-addon2">
<div id="results-dropdown" class="results-dropdown w-100">
<div class="search-results" hidden></div>
</div>
</div>
</li>
</ul>
</nav>
</div>
</div>
<main id="main" style="min-height: 60vh;">
<main id="main" style="min-height: 60vh;">
<!-- This Layout is used for news articles. Different from character_optimized by adding author tags. -->
<div class="container-xxl">
<div class="row justify-content-center">
<div class="col-12 col-sm-11 col-md-9 col-lg-8">
<h1 class="uw-mini-bar mb-4">
CHTC Hosts Machine Learning Demo and Q+A session
</h1>
<div class="text-dark d-flex flex-row justify-content-between mb-3">
<h4 class="mt-0">
Shirley Obih
</h4>
<h4 class="mt-0">
Dec 19, 2022
</h4>
</div>
<p><strong><em>Over 60 students and researchers attended the Center for High Throughput Computing (CHTC) machine learning and GPU demonstration on November 16th. UW Madison Associate Professor of Biostatistics and Medical Informatics Anthony Gitter and CHTC Lead Research Computing Facilitator Christina Koch led the demonstration and fielded many questions from the engaged audience.</em></strong></p>
<figure class="figure float-end" style="margin-left: 1em;">
<img src="https://raw.githubusercontent.com/CHTC/Articles/main/images/firstmldemoimage2.png" class="figure-img img-fluid rounded" alt="Koch and Gitter presenting at the demo" />
<figcaption class="figure-caption">Koch and Gitter presenting at the demo.<br /></figcaption>
</figure>
<p><a href="https://chtc.cs.wisc.edu/uw-research-computing/">CHTC services</a> include a free large scale computing systems solution for campus researchers who have encountered computing issues and outgrown their resources, often a laptop, Koch began. One of the services CHTC provides is the <a href="https://chtc.cs.wisc.edu/uw-research-computing/gpu-lab.html">GPU Lab</a>, a resource within the HTC system of CHTC.</p>
<p>The GPU Lab supports up to dozens of concurrent jobs per user, a variety of GPU types including 40GB and 80GB A100s, runtimes from a few hours up to seven days, significant RAM needs, and space for large data sets.</p>
<p>Researchers are not waiting to take advantage of these CHTC GPU resources. Over the past two months, 52 researchers ran over 17,000 jobs on GPU hardware. Additionally, the UW-Madison <a href="https://icecube.wisc.edu">IceCube project</a> alone ran over 70,000 jobs.</p>
<p>Even more capacity is available. The recent <a href="https://chtc.cs.wisc.edu/DoIt-Article-Summary.html">$4.3 million investment from the Wisconsin Alumni Research Foundation (WARF) in UW-Madison’s research computing hardware</a> is a significant contributor to this abundance of resources, Gitter noted.</p>
<p>There are two main ways to know what GPUs are available and the number of GPUs users may request per job:</p>
<ul>
<li>
<p>The first is through the CHTC website - which offers up-to-date information. To access this information, go to the <a href="https://chtc.cs.wisc.edu">CHTC website</a> and enter ‘gpu’ in the search bar. The first result will be the <a href="https://chtc.cs.wisc.edu/uw-research-computing/gpu-jobs.html">‘Jobs that Use GPU Overview’</a> which is the main guide on using GPUs in CHTC. At the very top of this guide is a table that contains information about the kinds of GPUs, the number of servers, and the number of GPUs per server, which limits how many GPUs can be requested per job. Also listed is the GPU memory, which shows the amount of GPU memory and the attribute you would use in the ‘required_gpu’ statement when submitting a job.</p>
</li>
<li>
<p>A second way is to use the ‘condor_status’ command. To use this command, make sure to set a constraint of ‘Gpus > 0’ to prevent printing out information on every single server we have in the system: condor_status -constraint ‘Gpus > 0’. This gives the names of servers in the pool and their availability status - idle or busy. Users may also add an auto format flag attribute ‘-af’ to print out any desired attribute of the machine. For instance, to access the attributes like those listed in the table of the CHTC guide, users must include the GPUs prefix followed by an underscore and then the name of the column to access.</p>
</li>
</ul>
<p>The GPU Lab, due to its expansive potential, can be used in many scenarios. Koch explained this using real-world examples. Researchers might want to seek the CHTC GPU Lab when:
Running into the time limit of an existing GPU while trying to develop and run a machine learning algorithm.
Working with models that require more memory than what is available with a current GPU in use.
Trying to benchmark the performance of a new machine algorithm and realizing that the computing resources available are time-consuming and not equipped for multitasking.</p>
<p>While GPU Lab users routinely submit many jobs that need a single GPU without issue, users may need to work collaboratively with the CHTC team on extra testing and configuration when handling larger data sets and models and benchmark precise timing. Koch presented a slide outlining what is easy to more challenging on CHTC GPU resources, stressing that, when in doubt about what is feasible, to contact CHTC:</p>
<figure>
<img src="https://raw.githubusercontent.com/CHTC/Articles/main/images/mldemowhatspossible.png" alt="Slide showing what is possible with GPU Lab" />
<figcaption class="figure-caption">Slide showing what is possible with GPU Lab.<br /></figcaption>
</figure>
<p>Work that is done in CHTC is run through a job submission. Koch presented a flowchart demonstration on how this works:</p>
<figure>
<img src="https://raw.githubusercontent.com/CHTC/Articles/main/images/jobsubmission.png" alt="How to run work via job submission" />
<figcaption class="figure-caption">How to run work via job submission.<br /></figcaption>
</figure>
<p>She demonstrated the three-step process of</p>
<ol>
<li>login and file upload</li>
<li>submission to queue, and</li>
<li>job-run execution by HTCondor job scheduler.
This process, she displayed, involves writing up a submit file and utilizing command line syntax to be submitted to the queue. Below are some commands that can be used to submit a file:</li>
</ol>
<figure>
<img src="https://raw.githubusercontent.com/CHTC/Articles/main/images/submittingjobs.png" alt="Commands to use when submitting jobs" />
<figcaption class="figure-caption">Commands to use when submitting jobs.<br /></figcaption>
</figure>
<p>The next part of the demo was led by Gitter. To demonstrate what commands would be needed for specific kinds of job submissions, he explained what a job submit file should look like, some necessary commands, and the importance of listing out commands sequentially.</p>
<figure>
<img src="https://raw.githubusercontent.com/CHTC/Articles/main/images/jobsubmitfile.png" alt="How a job submit file should look" />
<figcaption class="figure-caption">How a job submit file should look.<br /></figcaption>
</figure>
<p>Gitter also demonstrated how to run jobs using the example GitHub repository with the following steps:</p>
<ul>
<li>Connecting a personal user account to a submit server in CHTC</li>
<li>Utilizing the ‘ls’ command to inspect the home directory</li>
<li>Cloning the pre existing template repository with runnable GPU examples</li>
<li>Including a “‘condor_submit<em>insert-file-name</em>.sub’” command line to define the job the user wants to run</li>
<li>Applying the ‘condor_q’command to monitor the job that has been submitted</li>
</ul>
<p>Users are able to choose GPU related submit file options. Gitter demonstrated ways to access the different options that are needed in the HTCondor submit file in order to access the GPUs in CHTC GPU Lab and beyond. These include:</p>
<ul>
<li>‘Request_gpus’ to enable GPU use</li>
<li>‘+WantGPULab’ to indicate whether or not to use CHTC’s shared use GPUs</li>
<li>+GPUJobLength’ to indicate which job type the user would like to submit</li>
<li>‘Require_gpus’ to request specific GPU attributes or CUDA functionality</li>
</ul>
<p>He outlined some other commands for running PyTorch jobs and for exploring available GPUs. All commands from the demo can be accessed <a href="https://docs.google.com/presentation/d/1pdE3oT539iOjxuIRvGeUjQ_GcaiD00r4iCOdp65PPME/edit#slide=id.p">here</a>.</p>
<p>The event concluded with a Q&A session for audience members. Some of these questions prompted a discussion on the availability of default repositories and tools that are able to track the resources a job is using. In addition to interactive monitoring, HTCondor has a log file that provides information about when a job was started, a summary of what was requested – disk, memory, GPUs and CPUs as well as what was allocated and estimated to be used.</p>
<p>Currently, there is a template GitHub repository that can be cloned and used as a starting point. These PyTorch and TensorFlow examples can be useful to you as a starting point. However, nearly every user is using a slightly different combination of packages for their work. For this reason, users will most likely need to make some manual modifications to either adjust versions, change scripts, attribute different names to your data file, etc.</p>
<p>These resources will be helpful when getting started:</p>
<ul>
<li><a href="https://chtc.cs.wisc.edu/uw-research-computing/form.html">Request an account with CHTC</a></li>
<li><a href="https://docs.google.com/presentation/d/1pdE3oT539iOjxuIRvGeUjQ_GcaiD00r4iCOdp65PPME/edit#slide=id.p">Access the event slides (including demo commands)</a></li>
<li><a href="https://chtc.cs.wisc.edu/uw-research-computing/guides">Access a guide to assist with all your computing needs</a></li>
<li><a href="https://github.com/CHTC/templates-GPUs">Access to GPU templates</a></li>
<li><a href="https://chtc.cs.wisc.edu/uw-research-computing/get-help.html">Contact CHTC for assistance</a></li>
</ul>
</div>
</div>
</div>
</main>
</main>
<footer id="colophon" class="uw-footer">
<div class="uw-footer-content">
<div class="uw-logo">
<a href="http://www.wisc.edu" aria-label="Link to main university website">
<svg aria-hidden="true" focusable="false"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-crest-footer"></use></svg>
</a>
</div>
<div class="uw-footer-contact">
<h3 class="uw-footer-header">Contact Us</h3>
<ul class="uw-contact-list">
<li class="uw-contact-item">Office Hours: <a href="/web-preview/preview-tranlational-arrow/uw-research-computing/get-help.html#office-hours">Tues: 10:30am-12pm; Thurs: 3-4:30pm</a></li>
<li class="uw-contact-item">Newsletter: <a href="/newsletter.html">Subscribe Now</a></li>
<li class="uw-contact-item">LinkedIn: <a href="https://www.linkedin.com/company/center-for-high-throughput-computing/">Website</a></li>
<li>
<ul class="uw-social-icons">
<li id="uw-icon-twitter" class="uw-social-icon">
<a aria-label="twitter" href="https://twitter.com/CHTC_UW"><svg aria-hidden="true" focusable="false"><use xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="#uw-symbol-twitter"></use></svg></a>
</li>
</ul>
</li>
</ul>
</div>
</div>
<div class="uw-copyright">
<p class="uw-contact-item">For all user support, questions, and comments: <a href="mailto:[email protected]">[email protected]</a></p>
<p>© 2022 Board of Regents of the <a href="http://www.wisconsin.edu">University of Wisconsin System</a></p>
</div>
</footer>
<!-- SVG icons -->
<svg aria-hidden="true" style="display: inline; height: 0; position: absolute;" xmlns:xlink="http://www.w3.org/1999/xlink">
<title>Site icons</title>
<defs>
<symbol id="uw-symbol-more" viewBox="0,0,1792,1792">
<title id="title">More</title>
<path d="M979 960q0 13-10 23l-466 466q-10 10-23 10t-23-10l-50-50q-10-10-10-23t10-23l393-393-393-393q-10-10-10-23t10-23l50-50q10-10 23-10t23 10l466 466q10 10 10 23zm384 0q0 13-10 23l-466 466q-10 10-23 10t-23-10l-50-50q-10-10-10-23t10-23l393-393-393-393q-10-10-10-23t10-23l50-50q10-10 23-10t23 10l466 466q10 10 10 23z"></path>
</symbol>
<symbol id="uw-symbol-menu" viewBox="0 0 1024 1024">
<title id="svg-menu">open menu</title>
<path class="path1" d="M128 256h768v86h-768v-86zM128 554v-84h768v84h-768zM128 768v-86h768v86h-768z"></path>
</symbol>
<symbol id="uw-symbol-close" viewBox="0 0 805 1024">
<title>close</title>
<path class="path1" d="M741.714 755.429q0 22.857-16 38.857l-77.714 77.714q-16 16-38.857 16t-38.857-16l-168-168-168 168q-16 16-38.857 16t-38.857-16l-77.714-77.714q-16-16-16-38.857t16-38.857l168-168-168-168q-16-16-16-38.857t16-38.857l77.714-77.714q16-16 38.857-16t38.857 16l168 168 168-168q16-16 38.857-16t38.857 16l77.714 77.714q16 16 16 38.857t-16 38.857l-168 168 168 168q16 16 16 38.857z"></path>
</symbol>
<symbol id="uw-symbol-search" viewBox="0 0 951 1024">
<title>search</title>
<path class="path1" d="M658.286 475.429q0-105.714-75.143-180.857t-180.857-75.143-180.857 75.143-75.143 180.857 75.143 180.857 180.857 75.143 180.857-75.143 75.143-180.857zM950.857 950.857q0 29.714-21.714 51.429t-51.429 21.714q-30.857 0-51.429-21.714l-196-195.429q-102.286 70.857-228 70.857-81.714 0-156.286-31.714t-128.571-85.714-85.714-128.571-31.714-156.286 31.714-156.286 85.714-128.571 128.571-85.714 156.286-31.714 156.286 31.714 128.571 85.714 85.714 128.571 31.714 156.286q0 125.714-70.857 228l196 196q21.143 21.143 21.143 51.429z"></path>
</symbol>
<symbol id="uw-symbol-search-gray" viewBox="0 0 951 1024">
<title>search</title>
<path class="path1" d="M658.286 475.429q0-105.714-75.143-180.857t-180.857-75.143-180.857 75.143-75.143 180.857 75.143 180.857 180.857 75.143 180.857-75.143 75.143-180.857zM950.857 950.857q0 29.714-21.714 51.429t-51.429 21.714q-30.857 0-51.429-21.714l-196-195.429q-102.286 70.857-228 70.857-81.714 0-156.286-31.714t-128.571-85.714-85.714-128.571-31.714-156.286 31.714-156.286 85.714-128.571 128.571-85.714 156.286-31.714 156.286 31.714 128.571 85.714 85.714 128.571 31.714 156.286q0 125.714-70.857 228l196 196q21.143 21.143 21.143 51.429z"></path>
</symbol>
<symbol id="uw-symbol-search-in-blank" viewBox="0 0 951 1024">
<title>search</title>
<path class="path1" d="M658.286 475.429q0-105.714-75.143-180.857t-180.857-75.143-180.857 75.143-75.143 180.857 75.143 180.857 180.857 75.143 180.857-75.143 75.143-180.857zM950.857 950.857q0 29.714-21.714 51.429t-51.429 21.714q-30.857 0-51.429-21.714l-196-195.429q-102.286 70.857-228 70.857-81.714 0-156.286-31.714t-128.571-85.714-85.714-128.571-31.714-156.286 31.714-156.286 85.714-128.571 128.571-85.714 156.286-31.714 156.286 31.714 128.571 85.714 85.714 128.571 31.714 156.286q0 125.714-70.857 228l196 196q21.143 21.143 21.143 51.429z"></path>
</symbol>
<symbol id="uw-symbol-envelope" viewBox="0 0 1024 1024">
<title>envelope</title>
<path class="path1" d="M1024 405.714v453.714q0 37.714-26.857 64.571t-64.571 26.857h-841.143q-37.714 0-64.571-26.857t-26.857-64.571v-453.714q25.143 28 57.714 49.714 206.857 140.571 284 197.143 32.571 24 52.857 37.429t54 27.429 62.857 14h1.143q29.143 0 62.857-14t54-27.429 52.857-37.429q97.143-70.286 284.571-197.143 32.571-22.286 57.143-49.714zM1024 237.714q0 45.143-28 86.286t-69.714 70.286q-214.857 149.143-267.429 185.714-5.714 4-24.286 17.429t-30.857 21.714-29.714 18.571-32.857 15.429-28.571 5.143h-1.143q-13.143 0-28.571-5.143t-32.857-15.429-29.714-18.571-30.857-21.714-24.286-17.429q-52-36.571-149.714-104.286t-117.143-81.429q-35.429-24-66.857-66t-31.429-78q0-44.571 23.714-74.286t67.714-29.714h841.143q37.143 0 64.286 26.857t27.143 64.571z"></path>
</symbol>
<symbol id="uw-symbol-pinterest" class="uw-social-symbols" viewBox="0 0 731 1024">
<title>pinterest-p</title>
<path class="path1" d="M0 341.143q0-61.714 21.429-116.286t59.143-95.143 86.857-70.286 105.714-44.571 115.429-14.857q90.286 0 168 38t126.286 110.571 48.571 164q0 54.857-10.857 107.429t-34.286 101.143-57.143 85.429-82.857 58.857-108 22q-38.857 0-77.143-18.286t-54.857-50.286q-5.714 22.286-16 64.286t-13.429 54.286-11.714 40.571-14.857 40.571-18.286 35.714-26.286 44.286-35.429 49.429l-8 2.857-5.143-5.714q-8.571-89.714-8.571-107.429 0-52.571 12.286-118t38-164.286 29.714-116q-18.286-37.143-18.286-96.571 0-47.429 29.714-89.143t75.429-41.714q34.857 0 54.286 23.143t19.429 58.571q0 37.714-25.143 109.143t-25.143 106.857q0 36 25.714 59.714t62.286 23.714q31.429 0 58.286-14.286t44.857-38.857 32-54.286 21.714-63.143 11.429-63.429 3.714-56.857q0-98.857-62.571-154t-163.143-55.143q-114.286 0-190.857 74t-76.571 187.714q0 25.143 7.143 48.571t15.429 37.143 15.429 26 7.143 17.429q0 16-8.571 41.714t-21.143 25.714q-1.143 0-9.714-1.714-29.143-8.571-51.714-32t-34.857-54-18.571-61.714-6.286-60.857z"></path>
</symbol>
<symbol id="uw-symbol-twitter" class="uw-social-symbols" viewBox="0 0 951 1024">
<title>twitter</title>
<path class="path1" d="M925.714 233.143q-38.286 56-92.571 95.429 0.571 8 0.571 24 0 74.286-21.714 148.286t-66 142-105.429 120.286-147.429 83.429-184.571 31.143q-154.857 0-283.429-82.857 20 2.286 44.571 2.286 128.571 0 229.143-78.857-60-1.143-107.429-36.857t-65.143-91.143q18.857 2.857 34.857 2.857 24.571 0 48.571-6.286-64-13.143-106-63.714t-42-117.429v-2.286q38.857 21.714 83.429 23.429-37.714-25.143-60-65.714t-22.286-88q0-50.286 25.143-93.143 69.143 85.143 168.286 136.286t212.286 56.857q-4.571-21.714-4.571-42.286 0-76.571 54-130.571t130.571-54q80 0 134.857 58.286 62.286-12 117.143-44.571-21.143 65.714-81.143 101.714 53.143-5.714 106.286-28.571z"></path>
</symbol>
<symbol id="uw-symbol-youtube" class="uw-social-symbols" viewBox="0 0 878 1024">
<title>youtube</title>
<path class="path1" d="M554.857 710.857v120.571q0 38.286-22.286 38.286-13.143 0-25.714-12.571v-172q12.571-12.571 25.714-12.571 22.286 0 22.286 38.286zM748 711.429v26.286h-51.429v-26.286q0-38.857 25.714-38.857t25.714 38.857zM196 586.857h61.143v-53.714h-178.286v53.714h60v325.143h57.143v-325.143zM360.571 912h50.857v-282.286h-50.857v216q-17.143 24-32.571 24-10.286 0-12-12-0.571-1.714-0.571-20v-208h-50.857v223.429q0 28 4.571 41.714 6.857 21.143 33.143 21.143 27.429 0 58.286-34.857v30.857zM605.714 827.429v-112.571q0-41.714-5.143-56.571-9.714-32-40.571-32-28.571 0-53.143 30.857v-124h-50.857v378.857h50.857v-27.429q25.714 31.429 53.143 31.429 30.857 0 40.571-31.429 5.143-15.429 5.143-57.143zM798.857 821.714v-7.429h-52q0 29.143-1.143 34.857-4 20.571-22.857 20.571-26.286 0-26.286-39.429v-49.714h102.286v-58.857q0-45.143-15.429-66.286-22.286-29.143-60.571-29.143-38.857 0-61.143 29.143-16 21.143-16 66.286v98.857q0 45.143 16.571 66.286 22.286 29.143 61.714 29.143 41.143 0 61.714-30.286 10.286-15.429 12-30.857 1.143-5.143 1.143-33.143zM451.429 300v-120q0-39.429-24.571-39.429t-24.571 39.429v120q0 40 24.571 40t24.571-40zM862.286 729.143q0 133.714-14.857 200-8 33.714-33.143 56.571t-58.286 26.286q-105.143 12-317.143 12t-317.143-12q-33.143-3.429-58.571-26.286t-32.857-56.571q-14.857-64-14.857-200 0-133.714 14.857-200 8-33.714 33.143-56.571t58.857-26.857q104.571-11.429 316.571-11.429t317.143 11.429q33.143 4 58.571 26.857t32.857 56.571q14.857 64 14.857 200zM292 0h58.286l-69.143 228v154.857h-57.143v-154.857q-8-42.286-34.857-121.143-21.143-58.857-37.143-106.857h60.571l40.571 150.286zM503.429 190.286v100q0 46.286-16 67.429-21.143 29.143-60.571 29.143-38.286 0-60-29.143-16-21.714-16-67.429v-100q0-45.714 16-66.857 21.714-29.143 60-29.143 39.429 0 60.571 29.143 16 21.143 16 66.857zM694.857 97.714v285.143h-52v-31.429q-30.286 35.429-58.857 35.429-26.286 0-33.714-21.143-4.571-13.714-4.571-42.857v-225.143h52v209.714q0 18.857 0.571 20 1.714 12.571 12 12.571 15.429 0 32.571-24.571v-217.714h52z"></path>
</symbol>
<symbol id="uw-symbol-facebook" class="uw-social-symbols" viewBox="0 0 602 1024">
<title>facebook</title>
<path class="path1" d="M548 6.857v150.857h-89.714q-49.143 0-66.286 20.571t-17.143 61.714v108h167.429l-22.286 169.143h-145.143v433.714h-174.857v-433.714h-145.714v-169.143h145.714v-124.571q0-106.286 59.429-164.857t158.286-58.571q84 0 130.286 6.857z"></path>
</symbol>
<symbol id="uw-symbol-instagram" class="uw-social-symbols" viewBox="0 0 878 1024">
<title>instagram</title>
<path class="path1" d="M778.286 814.857v-370.286h-77.143q11.429 36 11.429 74.857 0 72-36.571 132.857t-99.429 96.286-137.143 35.429q-112.571 0-192.571-77.429t-80-187.143q0-38.857 11.429-74.857h-80.571v370.286q0 14.857 10 24.857t24.857 10h610.857q14.286 0 24.571-10t10.286-24.857zM616 510.286q0-70.857-51.714-120.857t-124.857-50q-72.571 0-124.286 50t-51.714 120.857 51.714 120.857 124.286 50q73.143 0 124.857-50t51.714-120.857zM778.286 304.571v-94.286q0-16-11.429-27.714t-28-11.714h-99.429q-16.571 0-28 11.714t-11.429 27.714v94.286q0 16.571 11.429 28t28 11.429h99.429q16.571 0 28-11.429t11.429-28zM877.714 185.714v652.571q0 46.286-33.143 79.429t-79.429 33.143h-652.571q-46.286 0-79.429-33.143t-33.143-79.429v-652.571q0-46.286 33.143-79.429t79.429-33.143h652.571q46.286 0 79.429 33.143t33.143 79.429z"></path>
</symbol>
<symbol id="uw-symbol-caret-up" viewBox="0 0 1792 1792">
<title>Collapse</title>
<path d="M1395 1184q0 13-10 23l-50 50q-10 10-23 10t-23-10l-393-393-393 393q-10 10-23 10t-23-10l-50-50q-10-10-10-23t10-23l466-466q10-10 23-10t23 10l466 466q10 10 10 23z"></path>
</symbol>
<symbol id="uw-symbol-caret-down" viewBox="0 0 1792 1792">
<title>Expand</title>
<path d="M1395 736q0 13-10 23l-466 466q-10 10-23 10t-23-10l-466-466q-10-10-10-23t10-23l50-50q10-10 23-10t23 10l393 393 393-393q10-10 23-10t23 10l50 50q10 10 10 23z"></path>
</symbol>
<symbol id="uw-symbol-chevron-right" viewBox="0 0 695 1024">
<title id="svg-next-slide">next slide</title>
<path class="path1" d="M632.571 501.143l-424 424q-10.857 10.857-25.714 10.857t-25.714-10.857l-94.857-94.857q-10.857-10.857-10.857-25.714t10.857-25.714l303.429-303.429-303.429-303.429q-10.857-10.857-10.857-25.714t10.857-25.714l94.857-94.857q10.857-10.857 25.714-10.857t25.714 10.857l424 424q10.857 10.857 10.857 25.714t-10.857 25.714z"></path>
</symbol>
<symbol id="uw-symbol-chevron-left" viewBox="0 0 768 1024">
<title id="svg-previous">previous slide</title>
<path class="path1" d="M669.143 172l-303.429 303.429 303.429 303.429q10.857 10.857 10.857 25.714t-10.857 25.714l-94.857 94.857q-10.857 10.857-25.714 10.857t-25.714-10.857l-424-424q-10.857-10.857-10.857-25.714t10.857-25.714l424-424q10.857-10.857 25.714-10.857t25.714 10.857l94.857 94.857q10.857 10.857 10.857 25.714t-10.857 25.714z"></path>
</symbol>
<symbol id="uw-symbol-crest-footer" viewBox="0 0 200 132.78">
<title id="svg-crest-footer">Footer Crest</title>
<path d="M31.65,93.63c3,1.09,1.75,4.35,1,6.65L28.31,115l-5.4-17.44a8.47,8.47,0,0,1-.58-4.07H16.85v0.12c2.14,1.13,1.36,3.75.62,6.2l-4.55,15.31L7.14,96.41a7.23,7.23,0,0,1-.47-2.9H1v0.12c1.94,1.37,2.53,4,3.23,6.2l4.58,14.86c1.28,4.15,1.63,3.87,5.16,6.53L20,100.88l4.27,13.86c1.29,4.15,1.56,3.95,5.13,6.49l8.19-27.71h-6v0.12Z" transform="translate(-1 -0.61)"/><path d="M38.95,93.63c2,0.77,1.71,3.71,1.71,5.56v15.18c0,1.81.23,4.8-1.71,5.52V120h7.38v-0.12c-1.94-.77-1.71-3.71-1.71-5.52V99.19c0-1.81-.23-4.79,1.71-5.56V93.51H38.95v0.12Z" transform="translate(-1 -0.61)"/><path d="M53.12,99.43c0-2.78,2.8-3.67,5-3.67a8.68,8.68,0,0,1,6.1,2.54V93.75a18.9,18.9,0,0,0-5.79-.89c-4.74,0-9.75,1.94-9.75,7,0,8.54,13.36,7.41,13.36,13.7,0,2.82-3.34,4.19-5.55,4.19A13.17,13.17,0,0,1,48,114.41l1.13,5a19.44,19.44,0,0,0,7,1.21c6.06,0,10.41-4,10.41-8.34C66.49,104.87,53.12,104.95,53.12,99.43Z" transform="translate(-1 -0.61)"/><path d="M82.23,117.32c-6,0-9.87-5.28-9.87-11.2s3.73-9.91,9.09-9.91a13.15,13.15,0,0,1,7.19,2.3V93.87a30,30,0,0,0-7.07-1c-8,0-13.64,5.52-13.64,13.86,0,8.62,5.67,13.94,14.84,13.94a13.31,13.31,0,0,0,5.86-1.21l2-4.67H90.5A16.7,16.7,0,0,1,82.23,117.32Z" transform="translate(-1 -0.61)"/><path d="M104.63,92.83a14,14,0,0,0-14.57,13.85,13.83,13.83,0,0,0,14.18,14,14.09,14.09,0,0,0,14.29-14.18A13.63,13.63,0,0,0,104.63,92.83Zm-0.19,24.93c-6.1,0-9.95-5.8-9.95-11.44,0-6.08,3.85-10.59,9.87-10.59s9.75,5.68,9.75,11.56S110.34,117.75,104.44,117.75Z" transform="translate(-1 -0.61)"/><path d="M138.49,93.63c2.06,1.21,2,2.82,2,5.08V114L126.29,95.36l-0.55-.81a2.48,2.48,0,0,1-.58-1v0H119.5v0.12c2,1.21,2,2.82,2,5.08v16.07c0,2.25,0,3.86-2.06,5.11V120h6.88v-0.12c-2.06-1.25-2-2.86-2-5.11V99.19l13.32,17.52c1.71,2.3,2.91,3.63,5.67,4.6V98.7c0-2.25,0-3.87,2-5.08V93.51h-6.84v0.12Z" transform="translate(-1 -0.61)"/><path d="M151,99.43c0-2.78,2.8-3.67,5-3.67a8.68,8.68,0,0,1,6.1,2.54V93.75a18.86,18.86,0,0,0-5.79-.89c-4.73,0-9.75,1.94-9.75,7,0,8.54,13.36,7.41,13.36,13.7,0,2.82-3.34,4.19-5.56,4.19a13.18,13.18,0,0,1-8.51-3.34l1.13,5a19.46,19.46,0,0,0,7,1.21c6.06,0,10.41-4,10.41-8.34C164.37,104.87,151,104.95,151,99.43Z" transform="translate(-1 -0.61)"/><path d="M165.84,93.63c2,0.77,1.71,3.71,1.71,5.56v15.18c0,1.81.24,4.8-1.71,5.52V120h7.38v-0.12c-1.94-.77-1.71-3.71-1.71-5.52V99.19c0-1.81-.24-4.79,1.71-5.56V93.51h-7.38v0.12Z" transform="translate(-1 -0.61)"/><path d="M194.16,93.51v0.12c2.06,1.21,2,2.82,2,5.08V114L182,95.36l-0.55-.81a2.6,2.6,0,0,1-.58-1v0h-5.67v0.12c2,1.21,2,2.82,2,5.08v16.07c0,2.25,0,3.86-2.06,5.11V120H182v-0.12c-2.06-1.25-2-2.86-2-5.11V99.19l13.32,17.52c1.71,2.3,2.92,3.63,5.67,4.6V98.7c0-2.25,0-3.87,2-5.08V93.51h-6.84Z" transform="translate(-1 -0.61)"/><path d="M12.72,126.16v4.62a2.75,2.75,0,0,1-.34,1.38,2.27,2.27,0,0,1-1,.91,3.4,3.4,0,0,1-1.54.32,2.87,2.87,0,0,1-2.07-.7,2.55,2.55,0,0,1-.74-1.93v-4.6H8.24v4.52a1.81,1.81,0,0,0,.41,1.3,1.69,1.69,0,0,0,1.26.42,1.5,1.5,0,0,0,1.65-1.73v-4.51h1.17Z" transform="translate(-1 -0.61)"/><path d="M20.74,133.29H19.31l-3.51-5.69h0l0,0.32q0.07,0.91.07,1.66v3.71H14.79v-7.14h1.42l3.5,5.66h0c0-.08,0-0.35,0-0.82s0-.84,0-1.1v-3.74h1.07v7.14Z" transform="translate(-1 -0.61)"/><path d="M23,133.29v-7.14h1.17v7.14H23Z" transform="translate(-1 -0.61)"/><path d="M30.42,126.16h1.21l-2.5,7.14H27.9l-2.49-7.14h1.2l1.49,4.44c0.08,0.21.16,0.48,0.25,0.82s0.14,0.58.17,0.75c0-.25.11-0.53,0.2-0.86s0.16-.57.21-0.72Z" transform="translate(-1 -0.61)"/><path d="M37,133.29h-4v-7.14h4v1H34.08v1.94h2.69v1H34.08v2.24H37v1Z" transform="translate(-1 -0.61)"/><path d="M40,130.44v2.85H38.84v-7.14h2a3.32,3.32,0,0,1,2,.52,1.86,1.86,0,0,1,.66,1.56,2,2,0,0,1-1.39,1.9l2,3.16H42.86l-1.71-2.85H40Zm0-1h0.81a1.85,1.85,0,0,0,1.18-.3,1.1,1.1,0,0,0,.37-0.9,1,1,0,0,0-.4-0.87,2.17,2.17,0,0,0-1.19-.26H40v2.33Z" transform="translate(-1 -0.61)"/><path d="M49.68,131.36a1.8,1.8,0,0,1-.69,1.49,3,3,0,0,1-1.9.54,4.53,4.53,0,0,1-2-.38v-1.1a5.34,5.34,0,0,0,1,.36,4.39,4.39,0,0,0,1,.13,1.62,1.62,0,0,0,1-.26,0.86,0.86,0,0,0,.33-0.71,0.89,0.89,0,0,0-.3-0.68A4.57,4.57,0,0,0,47,130.1a3.31,3.31,0,0,1-1.38-.9,1.91,1.91,0,0,1-.4-1.22,1.71,1.71,0,0,1,.63-1.41,2.63,2.63,0,0,1,1.7-.51,5,5,0,0,1,2,.45l-0.37,1a4.47,4.47,0,0,0-1.7-.4,1.31,1.31,0,0,0-.86.25,0.81,0.81,0,0,0-.29.65,0.92,0.92,0,0,0,.12.48,1.2,1.2,0,0,0,.39.37,6.52,6.52,0,0,0,1,.46,5.31,5.31,0,0,1,1.15.61,1.8,1.8,0,0,1,.54.64A1.93,1.93,0,0,1,49.68,131.36Z" transform="translate(-1 -0.61)"/><path d="M51.41,133.29v-7.14h1.17v7.14H51.41Z" transform="translate(-1 -0.61)"/><path d="M57.26,133.29H56.1v-6.14H54v-1h5.37v1h-2.1v6.14Z" transform="translate(-1 -0.61)"/><path d="M62.81,129.41l1.69-3.26h1.27l-2.38,4.37v2.77H62.22v-2.73l-2.37-4.41h1.27Z" transform="translate(-1 -0.61)"/><path d="M76.33,129.71a3.9,3.9,0,0,1-.87,2.71,3.66,3.66,0,0,1-5,0,3.93,3.93,0,0,1-.87-2.73,3.86,3.86,0,0,1,.87-2.71A3.21,3.21,0,0,1,73,126a3.14,3.14,0,0,1,2.46,1A3.9,3.9,0,0,1,76.33,129.71Zm-5.45,0a3.19,3.19,0,0,0,.53,2,2.16,2.16,0,0,0,3.15,0,4.05,4.05,0,0,0,0-4A1.86,1.86,0,0,0,73,127a1.9,1.9,0,0,0-1.58.68A3.18,3.18,0,0,0,70.88,129.71Z" transform="translate(-1 -0.61)"/><path d="M79.36,133.29H78.2v-7.14h4v1H79.36v2.23h2.69v1H79.36v2.93Z" transform="translate(-1 -0.61)"/><path d="M93.39,133.29H92.12L90.91,129c-0.05-.19-0.12-0.45-0.2-0.8s-0.12-.59-0.14-0.73q0,0.31-.16.81c-0.07.33-.13,0.58-0.18,0.74L89,133.29H87.78l-0.92-3.57-0.94-3.56h1.19l1,4.16q0.24,1,.34,1.77c0-.28.09-0.59,0.16-0.93s0.14-.62.2-0.83L90,126.16h1.16l1.19,4.19a15.38,15.38,0,0,1,.36,1.74,12.74,12.74,0,0,1,.35-1.78l1-4.15h1.18Z" transform="translate(-1 -0.61)"/><path d="M96.6,133.29v-7.14h1.17v7.14H96.6Z" transform="translate(-1 -0.61)"/><path d="M104.11,131.36a1.8,1.8,0,0,1-.69,1.49,3,3,0,0,1-1.9.54,4.53,4.53,0,0,1-2-.38v-1.1a5.4,5.4,0,0,0,1,.36,4.42,4.42,0,0,0,1,.13,1.63,1.63,0,0,0,1-.26,0.86,0.86,0,0,0,.33-0.71,0.89,0.89,0,0,0-.3-0.68,4.59,4.59,0,0,0-1.25-.66,3.29,3.29,0,0,1-1.38-.9,1.91,1.91,0,0,1-.4-1.22,1.71,1.71,0,0,1,.63-1.41,2.63,2.63,0,0,1,1.7-.51,5,5,0,0,1,2,.45l-0.37,1a4.47,4.47,0,0,0-1.7-.4,1.31,1.31,0,0,0-.86.25,0.81,0.81,0,0,0-.29.65,0.92,0.92,0,0,0,.12.48,1.2,1.2,0,0,0,.39.37,6.43,6.43,0,0,0,1,.46,5.31,5.31,0,0,1,1.15.61,1.81,1.81,0,0,1,.54.64A1.93,1.93,0,0,1,104.11,131.36Z" transform="translate(-1 -0.61)"/><path d="M108.87,127.05a1.92,1.92,0,0,0-1.58.71,3.75,3.75,0,0,0,0,4,2,2,0,0,0,1.61.67,4.26,4.26,0,0,0,.88-0.09c0.28-.06.58-0.14,0.88-0.23v1a5.34,5.34,0,0,1-1.9.32,3,3,0,0,1-2.41-.95,4,4,0,0,1-.84-2.72,4.4,4.4,0,0,1,.41-1.95,2.92,2.92,0,0,1,1.18-1.28,3.58,3.58,0,0,1,1.81-.44,4.5,4.5,0,0,1,2,.46l-0.42,1a6.37,6.37,0,0,0-.77-0.3A2.75,2.75,0,0,0,108.87,127.05Z" transform="translate(-1 -0.61)"/><path d="M118.85,129.71a3.9,3.9,0,0,1-.87,2.71,3.15,3.15,0,0,1-2.47,1,3.18,3.18,0,0,1-2.48-1,3.94,3.94,0,0,1-.87-2.73A3.86,3.86,0,0,1,113,127a3.21,3.21,0,0,1,2.49-.95,3.15,3.15,0,0,1,2.46,1A3.91,3.91,0,0,1,118.85,129.71Zm-5.45,0a3.21,3.21,0,0,0,.53,2,2.16,2.16,0,0,0,3.15,0,4,4,0,0,0,0-4,1.86,1.86,0,0,0-1.56-.68,1.9,1.9,0,0,0-1.59.68A3.18,3.18,0,0,0,113.4,129.71Z" transform="translate(-1 -0.61)"/><path d="M126.67,133.29h-1.43l-3.51-5.69h0l0,0.32q0.07,0.91.07,1.66v3.71h-1.06v-7.14h1.42l3.5,5.66h0c0-.08,0-0.35,0-0.82s0-.84,0-1.1v-3.74h1.07v7.14Z" transform="translate(-1 -0.61)"/><path d="M133,131.36a1.8,1.8,0,0,1-.69,1.49,3,3,0,0,1-1.9.54,4.52,4.52,0,0,1-2-.38v-1.1a5.31,5.31,0,0,0,1,.36,4.39,4.39,0,0,0,1,.13,1.62,1.62,0,0,0,1-.26,0.86,0.86,0,0,0,.33-0.71,0.88,0.88,0,0,0-.3-0.68,4.53,4.53,0,0,0-1.25-.66,3.31,3.31,0,0,1-1.38-.9,1.92,1.92,0,0,1-.4-1.22,1.71,1.71,0,0,1,.63-1.41,2.64,2.64,0,0,1,1.71-.51,5,5,0,0,1,2,.45l-0.37,1a4.47,4.47,0,0,0-1.7-.4,1.3,1.3,0,0,0-.86.25,0.81,0.81,0,0,0-.29.65,0.92,0.92,0,0,0,.12.48,1.22,1.22,0,0,0,.38.37,6.63,6.63,0,0,0,1,.46,5.26,5.26,0,0,1,1.15.61,1.79,1.79,0,0,1,.54.64A1.9,1.9,0,0,1,133,131.36Z" transform="translate(-1 -0.61)"/><path d="M134.73,133.29v-7.14h1.17v7.14h-1.17Z" transform="translate(-1 -0.61)"/><path d="M144.07,133.29h-1.43l-3.51-5.69h0l0,0.32c0,0.61.07,1.16,0.07,1.66v3.71h-1.06v-7.14h1.42l3.5,5.66h0c0-.08,0-0.35,0-0.82s0-.84,0-1.1v-3.74h1.07v7.14Z" transform="translate(-1 -0.61)"/><path d="M145.75,131.07v-0.93h4.2v0.93h-4.2Z" transform="translate(-1 -0.61)"/><path d="M154.72,133.29l-2.07-6h0q0.08,1.33.08,2.49v3.47h-1.06v-7.14h1.64l2,5.68h0l2-5.68H159v7.14h-1.12v-3.53q0-.53,0-1.39c0-.57,0-0.92,0-1h0l-2.14,6h-1Z" transform="translate(-1 -0.61)"/><path d="M165.63,133.29l-0.71-2h-2.73l-0.7,2h-1.23l2.67-7.17h1.27l2.67,7.17h-1.24Zm-1-3-0.67-1.94c0-.13-0.12-0.33-0.2-0.62s-0.14-.49-0.18-0.62a11.19,11.19,0,0,1-.38,1.31l-0.64,1.86h2.08Z" transform="translate(-1 -0.61)"/><path d="M174,129.66a3.56,3.56,0,0,1-1,2.7,3.94,3.94,0,0,1-2.83.94h-2v-7.14h2.21a3.65,3.65,0,0,1,2.65.92A3.43,3.43,0,0,1,174,129.66Zm-1.23,0q0-2.56-2.4-2.56h-1v5.18h0.83A2.3,2.3,0,0,0,172.73,129.7Z" transform="translate(-1 -0.61)"/><path d="M175.83,133.29v-7.14H177v7.14h-1.17Z" transform="translate(-1 -0.61)"/><path d="M183.34,131.36a1.8,1.8,0,0,1-.69,1.49,3,3,0,0,1-1.9.54,4.52,4.52,0,0,1-2-.38v-1.1a5.31,5.31,0,0,0,1,.36,4.39,4.39,0,0,0,1,.13,1.62,1.62,0,0,0,1-.26,0.86,0.86,0,0,0,.33-0.71,0.88,0.88,0,0,0-.3-0.68,4.53,4.53,0,0,0-1.25-.66,3.31,3.31,0,0,1-1.38-.9,1.92,1.92,0,0,1-.4-1.22,1.71,1.71,0,0,1,.63-1.41,2.64,2.64,0,0,1,1.71-.51,5,5,0,0,1,2,.45l-0.37,1a4.47,4.47,0,0,0-1.7-.4,1.3,1.3,0,0,0-.86.25,0.81,0.81,0,0,0-.29.65,0.92,0.92,0,0,0,.12.48,1.22,1.22,0,0,0,.38.37,6.63,6.63,0,0,0,1,.46,5.26,5.26,0,0,1,1.15.61,1.79,1.79,0,0,1,.54.64A1.9,1.9,0,0,1,183.34,131.36Z" transform="translate(-1 -0.61)"/><path d="M191.4,129.71a3.91,3.91,0,0,1-.87,2.71,3.66,3.66,0,0,1-5,0,3.93,3.93,0,0,1-.87-2.73,3.87,3.87,0,0,1,.87-2.71,3.21,3.21,0,0,1,2.49-.95,3.14,3.14,0,0,1,2.46,1A3.9,3.9,0,0,1,191.4,129.71Zm-5.45,0a3.19,3.19,0,0,0,.53,2,2.16,2.16,0,0,0,3.15,0,4.05,4.05,0,0,0,0-4,1.86,1.86,0,0,0-1.56-.68,1.89,1.89,0,0,0-1.58.68A3.16,3.16,0,0,0,185.95,129.71Z" transform="translate(-1 -0.61)"/><path d="M199.22,133.29h-1.43l-3.51-5.69h0l0,0.32q0.07,0.91.07,1.66v3.71h-1.06v-7.14h1.42l3.5,5.66h0c0-.08,0-0.35,0-0.82s0-.84,0-1.1v-3.74h1.07v7.14Z" transform="translate(-1 -0.61)"/><path d="M131.41,31.93a49.5,49.5,0,0,0-.86-5.5,39.81,39.81,0,0,0-1.39-4.93,31.28,31.28,0,0,0-2.23-4.93,22.63,22.63,0,0,0-3-4.1,14.94,14.94,0,0,0-11-5.23h-0.09a5.77,5.77,0,0,0-4.16-2.91,4.93,4.93,0,0,0-9.56,0A5.77,5.77,0,0,0,95,7.25H95a14.94,14.94,0,0,0-11,5.23,22.63,22.63,0,0,0-3,4.1,31.28,31.28,0,0,0-2.23,4.93,39.81,39.81,0,0,0-1.39,4.93,49.49,49.49,0,0,0-.86,5.5c-2.3,22.62,7.87,50.42,26.16,54.68A3.17,3.17,0,0,0,104,87.89a3.17,3.17,0,0,0,1.27-1.28C123.54,82.35,133.71,54.55,131.41,31.93ZM104,1.48a3.9,3.9,0,0,1,3.93,2.76,4.86,4.86,0,0,0-3.86,2.47,0.17,0.17,0,0,1-.07.09,0.15,0.15,0,0,1-.07-0.09,4.86,4.86,0,0,0-3.86-2.47A3.9,3.9,0,0,1,104,1.48Zm-1.86,4.29a3.51,3.51,0,0,1,1.59,2.11,0.29,0.29,0,1,0,.53,0,3.51,3.51,0,0,1,1.59-2.11,4.19,4.19,0,0,1,6,1.58,13.38,13.38,0,0,0-1.67.42,6.6,6.6,0,0,0-2.38,1.32,9.4,9.4,0,0,0-3,6.1c-0.67,7.31,7.72,6.16,8.14,6.13,1.08,0,1.9-1.71,1.9-4s-0.84-4-1.9-4c-0.65,0-1.77.52-1.88,2.55-0.07,1.42.62,3.32,1.52,3.44,0.47,0.06.89-.76,1-1.6s0.06-1.87-.59-2a0.38,0.38,0,0,0-.46.28,3.83,3.83,0,0,1,.39,1.34c0,1.25-1.28.63-1.12-1.36,0.15-1.76,1.05-1.65,1.09-1.65,0.5,0,1.26,1,1.26,3,0,1.75-.84,3.63-2.46,2.65-1.36-1-1.89-3.28-1.52-5,0.17-.81.87-3,3.13-3,3.26,0,6.3,1.71,8.72,4.9-0.27.85-1.95,4.1-7.28,7.21l-0.29.15a11,11,0,0,0-4.93-1,27.08,27.08,0,0,0-4.64.74,2.89,2.89,0,0,1-1.84,0,27.08,27.08,0,0,0-4.64-.74,11,11,0,0,0-4.93,1L93.2,24c-5.34-3.11-7-6.36-7.28-7.21,2.42-3.19,5.46-4.9,8.72-4.9,2.26,0,3,2.21,3.13,3,0.38,1.77-.16,4.05-1.52,5-1.61,1-2.46-.9-2.46-2.65,0-2,.76-3,1.26-3,0,0,.94-0.11,1.09,1.65C96.31,18,95,18.6,95,17.35A3.83,3.83,0,0,1,95.41,16a0.38,0.38,0,0,0-.46-0.28c-0.65.16-.71,1.3-0.59,2s0.56,1.66,1,1.6c0.9-.12,1.6-2,1.52-3.44-0.1-2-1.23-2.55-1.88-2.55-1.06,0-1.9,1.71-1.9,4s0.82,4,1.9,4c0.42,0,8.81,1.18,8.14-6.13a9.4,9.4,0,0,0-3-6.1,6.6,6.6,0,0,0-2.38-1.32,13.38,13.38,0,0,0-1.67-.42A4.19,4.19,0,0,1,102.12,5.77ZM86.34,35.9a15.81,15.81,0,0,1-5.8-1.67c0.44-7.31,2.29-13.05,5-16.87,0.48,1.24,2.57,4.35,7.39,7.18C88.82,27,87,32.1,86.34,35.9Zm7.08-10.48a9.35,9.35,0,0,1,4.37-1.21c2.74-.18,4.79.87,6.16,0.91H104c1.37,0,3.4-1.09,6.14-.91a9.41,9.41,0,0,1,4.39,1.21c5.58,3.56,6.37,11.77,6.48,14.46a43.53,43.53,0,0,1-3.54,19c-3.86,8.51-8.53,14.53-13.14,16.57L104,75.6l-0.37-.16c-4.61-2-9.27-8.06-13.14-16.57a43.52,43.52,0,0,1-3.54-19C87,37.19,87.83,29,93.42,25.42Zm-7.16,11a32.49,32.49,0,0,0-.32,3.31A44.42,44.42,0,0,0,88,55a49.48,49.48,0,0,0,4.13,9.32A11.48,11.48,0,0,1,87,66.64a66.66,66.66,0,0,1-6.47-31.82A16.13,16.13,0,0,0,86.26,36.43Zm6.14,28.35c3.08,5.3,6.12,8.46,8.45,10.14a11.54,11.54,0,0,1-3.54,4.36c-4-2.7-7.4-7-10.07-12.13A11.81,11.81,0,0,0,92.39,64.78Zm8.91,10.46A12.19,12.19,0,0,0,104,76.71a12.2,12.2,0,0,0,2.67-1.47,12,12,0,0,0,3.53,4.34,18.69,18.69,0,0,1-3.58,1.78s0-.09,0-0.13c-0.26-1.32-2-1.59-2.61-1.59s-2.35.27-2.61,1.59c0,0,0,.09,0,0.13a18.69,18.69,0,0,1-3.58-1.78A12,12,0,0,0,101.31,75.24Zm5.81-.32c2.33-1.67,5.37-4.83,8.45-10.14a11.81,11.81,0,0,0,5.16,2.36c-2.67,5.16-6.06,9.43-10.07,12.13A11.54,11.54,0,0,1,107.12,74.91Zm8.72-10.61A49.48,49.48,0,0,0,120,55a44.42,44.42,0,0,0,2-15.25,32.48,32.48,0,0,0-.32-3.31,16.13,16.13,0,0,0,5.75-1.61A66.66,66.66,0,0,1,121,66.64,11.48,11.48,0,0,1,115.84,64.3Zm5.78-28.4c-0.62-3.8-2.5-8.8-6.58-11.36,4.82-2.83,6.92-5.94,7.39-7.18,2.69,3.82,4.55,9.56,5,16.87A15.81,15.81,0,0,1,121.62,35.9ZM101,85a23.29,23.29,0,0,1-5.87-2.93,27.5,27.5,0,0,1-3.25-2.62A31.1,31.1,0,0,1,89.53,77q-0.76-.88-1.46-1.81a47.49,47.49,0,0,1-5.58-9.69,63.91,63.91,0,0,1-3.42-10.2,70.46,70.46,0,0,1-1.79-10.85,64.57,64.57,0,0,1-.07-10.84c0.16-1.93.39-3.86,0.74-5.77a39.32,39.32,0,0,1,1.43-5.61,31,31,0,0,1,2.1-4.86,20.93,20.93,0,0,1,3.15-4.44,16.19,16.19,0,0,1,4-3.1A13.93,13.93,0,0,1,90.53,9q0.51-.18,1-0.32a4.35,4.35,0,0,1,1-.24,14,14,0,0,1,2.56-.23,7.58,7.58,0,0,1,3.88,1,8,8,0,0,1,3.34,6c0.39,4.52-4.21,5.23-5.11,5.22-0.14,0-.21-0.13.24-0.59a6.53,6.53,0,0,0,1-5.1c-0.44-2.07-1.9-3.69-4-3.69A11.16,11.16,0,0,0,86.41,15a22.78,22.78,0,0,0-4.47,7.87,42.69,42.69,0,0,0-2.2,11.38A62.43,62.43,0,0,0,80,44.88a68.71,68.71,0,0,0,1.95,10.59,60.82,60.82,0,0,0,3.53,9.85,43.36,43.36,0,0,0,5.48,9,25.89,25.89,0,0,0,8.13,6.87,18.15,18.15,0,0,0,2.21,1,6.71,6.71,0,0,0,.67,3.1A6.63,6.63,0,0,1,101,85Zm3.29,1.55a0.34,0.34,0,0,1-.62,0,6.49,6.49,0,0,1-1.51-5.17c0.12-.64,1.2-0.93,1.82-0.94s1.7,0.3,1.82.94A6.49,6.49,0,0,1,104.29,86.55Zm26.38-42.11a70.46,70.46,0,0,1-1.79,10.85,63.9,63.9,0,0,1-3.42,10.2,47.49,47.49,0,0,1-5.58,9.69q-0.7.93-1.46,1.81a31.1,31.1,0,0,1-2.35,2.47,27.5,27.5,0,0,1-3.25,2.62A23.29,23.29,0,0,1,107,85a6.63,6.63,0,0,1-.93.28,6.71,6.71,0,0,0,.67-3.1,18.15,18.15,0,0,0,2.21-1A25.89,25.89,0,0,0,117,74.35a43.36,43.36,0,0,0,5.48-9A60.82,60.82,0,0,0,126,55.47,68.71,68.71,0,0,0,128,44.88a62.43,62.43,0,0,0,.23-10.64A42.69,42.69,0,0,0,126,22.86,22.78,22.78,0,0,0,121.55,15a11.16,11.16,0,0,0-8.12-3.89c-2.12,0-3.58,1.62-4,3.69a6.53,6.53,0,0,0,1,5.1c0.45,0.46.38,0.59,0.24,0.59-0.9,0-5.51-.71-5.11-5.22a8,8,0,0,1,3.34-6,7.58,7.58,0,0,1,3.88-1,14,14,0,0,1,2.56.23,4.35,4.35,0,0,1,1,.24q0.52,0.14,1,.32a13.93,13.93,0,0,1,1.93.87,16.19,16.19,0,0,1,4,3.1,20.93,20.93,0,0,1,3.15,4.44,31,31,0,0,1,2.1,4.86A39.33,39.33,0,0,1,130,27.84c0.35,1.91.58,3.84,0.74,5.77A64.57,64.57,0,0,1,130.68,44.45Z" transform="translate(-1 -0.61)"/><path d="M112.28,33.43v1.86l0.38-.06h0.18a1.17,1.17,0,0,1,.82.28,1.27,1.27,0,0,1,.21,1.11s-3.74,16.19-4.45,19.27c-0.82-3.9-5.26-25.18-5.26-25.18l0-.09h-0.88v0.1L99.38,55.57,95,36.62a2.7,2.7,0,0,1,0-.28,1.27,1.27,0,0,1,.31-1A1,1,0,0,1,96,35.17l0.37,0v-1.8H90.11v1.76l0.28,0a1.16,1.16,0,0,1,.95.83l7.61,32.67,0,0.09h1.1v-0.1l3.56-23.3,4.53,23.31,0,0.09h1L116.41,36a1,1,0,0,1,1-.75h0.07l0.36,0V33.43h-5.58Z" transform="translate(-1 -0.61)"/>
</symbol>
</defs>
</svg>
</body>
</html>