Gov2001 May 2003

gov2001@lists.gking.harvard.edu

32 participants
64 discussions

[gov2001-l] in corporating acrobat images into latex documents

by olau＠fas.harvard.edu

Hi, Does anyone know how to take an image saved as a .pdf and convert it to a format that will let me include it in my latex document? Thanks, Olivia.

20 years, 12 months

[gov2001-l] control variables

by kimai＠fas.harvard.edu

It seems to me that income seems to be causally affected by oil whether they are oil-dependent or not. For example, countries would be richer if they had oil. The problem is that we don't know how rich Afganistan is if it had oil. This is the fundametal problem of causal inference: You only observe one outcome (if they didn't have oil) and not the other (if they did have oil). Kosuke Quoting Stanislav Markus <smarkus(a)fas.harvard.edu>: > My general question is about controlling for a variable that is causally > prior to the key quantity of interest in *some* observations, but not in > others - when the two categories of observations are known ex ante. > > Specifically for our article, we are examining the effect of oil on > democracy - and deciding whether to control for income. Income is > probably causally posterior to oil in highly oil-dependent countries > (and hence shouldn't be controlled for), but causally independent/prior > to oil in others (and hence should be added as a control) - can we > somehow "weigh" the control variable to account for this? Or, if the > choice is between keeping or dropping it, and we choose the latter, > should we argue that the degree of any induced omitted variable bias is > less severe than the bias from post-treatment control variable would > have been had we kept it..? > > Grateful, > Stan > > p.s. Amelia is still kaput, crashing after 100 iterations with same > error message.. > > > **************************** > > Stanislav Markus > Ph.D. Candidate > > Harvard University > Department of Government > > e: smarkus(a)fas.harvard.edu > t: 617.513.5407 > > > > -----Original Message----- > From: gov2001-l-admin(a)fas.harvard.edu > [mailto:gov2001-l-admin@fas.harvard.edu] On Behalf Of Kosuke Imai > Sent: Tuesday, April 29, 2003 1:11 PM > To: gov2001-l(a)fas.harvard.edu > Subject: [gov2001-l] office hrs (fwd) > > > I will have a regular office hour today from 4 to 6pm. > > Kosuke > > ---------- Forwarded message ---------- > Date: Tue, 29 Apr 2003 11:58:30 -0400 (EDT) > From: Yevgeniy Kirpichevsky <kirpich(a)fas.harvard.edu> > To: Kosuke Imai <kimai(a)fas.harvard.edu> > Subject: office hrs > > Kosuke, > will you be in the office today @4? > > -y and p > > _______________________________________________ > gov2001-l mailing list > gov2001-l(a)fas.harvard.edu > http://www.fas.harvard.edu/mailman/listinfo/gov2001-l > > _______________________________________________ > gov2001-l mailing list > gov2001-l(a)fas.harvard.edu > http://www.fas.harvard.edu/mailman/listinfo/gov2001-l > ----- End forwarded message -----

20 years, 12 months

[gov2001-l] descriptive plots

by olau＠fas.harvard.edu

Does anyone know a graphics program (accessible on campus or otherwise free) that will allow me to draw a simple plot of an axis with a couple of lines on it? That will save as a .eps file for inclusion in my latex document? I tried Paintshop and the quality is really poor...like my text is all fuzzy. Any other suggestions? Thanks, Olivia.

20 years, 12 months

[gov2001-l] Re: causal mechanism and multinomial logit

by Gary King

sure, that's a good approach. Gary On Sat, 10 May 2003, Maria Popova wrote: > Hi Gary and Kosuke, > > We want to check the causal mechanism and we're using a mnl. Do we just > include all the variables that we think are causally posterior to our main > variable of interest and look for the coefficient of the main variable of > interest to drop as close to 0 as possible? > > Thanks! > Maria and Stan >

20 years, 12 months

[gov2001-l] Residuals plots

by tburch＠fas.harvard.edu

This is a multi-part message in MIME format. ------=_NextPart_000_0140_01C31711.72BC93F0 Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable For any type of model you estimate, is it true that ideally, plotting = the residuals shows n points scattered about the y=3D0 line with no = apparent pattern or is this only true for linear regression? ------=_NextPart_000_0140_01C31711.72BC93F0 Content-Type: text/html; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"> <HTML><HEAD> <META http-equiv=3DContent-Type content=3D"text/html; = charset=3Diso-8859-1"> <META content=3D"MSHTML 6.00.2719.2200" name=3DGENERATOR> <STYLE></STYLE> </HEAD> <BODY bgColor=3D#ffffff> <DIV><FONT face=3DArial size=3D2>For any type of model you estimate, is = it true that=20 ideally, plotting the residuals shows n points scattered about the y=3D0 = line with=20 no apparent pattern or is this only true for linear=20 regression?</FONT></DIV></BODY></HTML> ------=_NextPart_000_0140_01C31711.72BC93F0--

20 years, 12 months

[gov2001-l] Question about Clarify and stata commands

by ravishan＠fas.harvard.edu

I am trying to estimate the simulated betas for a logit regression with 5 imputed datasets. Instead of getting 5000 simulated values (1000 for each dataset, which is the default), I only get 1000 in total. Here are the steps I followed: use "C:\imp1.dta", clear estsimp logit winner racebl racehi raceas inchi incmed, robust mi(C:\imp1.dta, C:\imp2.dta, C:\imp3.dta, C:\imp4.dta, C:\imp5.dta) At this stage, when I do "sum", it lists the newly created variables along with the variables in imp1.dta, and there are only a 1000 observations. Ultimately, I would like to "rbind" all the coefficients from the 5 datasets, and export them to R. How do I do that? Thanks, Nirmala ********************************************************************** Nirmala Ravishankar First Year Graduate Student, Government Department, Harvard University

20 years, 12 months

[gov2001-l] Amelia and variance covariance matrix

by tburch＠fas.harvard.edu

This is a multi-part message in MIME format. ------=_NextPart_000_0045_01C315A0.582E5D10 Content-Type: text/plain; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable I need to simulate some predicted values and must estimate a variance = covariance matrix from five imputed data sets. Does anybody know the = formula for estimating the five matrices? Traci ------=_NextPart_000_0045_01C315A0.582E5D10 Content-Type: text/html; charset="iso-8859-1" Content-Transfer-Encoding: quoted-printable <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN"> <HTML><HEAD> <META http-equiv=3DContent-Type content=3D"text/html; = charset=3Diso-8859-1"> <META content=3D"MSHTML 6.00.2719.2200" name=3DGENERATOR> <STYLE></STYLE> </HEAD> <BODY bgColor=3D#ffffff> <DIV><FONT face=3DArial size=3D2>I need to simulate some predicted = values and must=20 estimate a variance covariance matrix from five imputed data=20 sets.  Does anybody know the formula for estimating the = five=20 matrices?</FONT></DIV> <DIV><FONT face=3DArial size=3D2></FONT> </DIV> <DIV><FONT face=3DArial size=3D2>Traci</FONT></DIV></BODY></HTML> ------=_NextPart_000_0045_01C315A0.582E5D10--

20 years, 12 months

[gov2001-l] Fwd: FYI re LaTeX/Powerpoint

by kirpich＠fas.harvard.edu

This message is in MIME format. ---MOQ1052531642170036c8c1b632dd6b3cc91199a22079 Content-Type: text/plain; charset=ISO-8859-1 Content-Transfer-Encoding: 8bit For all of you LaTeX-lovers... apparently, this is much better than powerpoint (and, again, it's free). see attached. -y ----- Forwarded message from "Bear F. Braumoeller" <bfb(a)wcfia.harvard.edu> ----- Date: Fri, 9 May 2003 18:21:11 -0400 From: "Bear F. Braumoeller" <bfb(a)wcfia.harvard.edu> Reply-To: "Bear F. Braumoeller" <bfb(a)wcfia.harvard.edu> Subject: FYI re LaTeX/Powerpoint The attached might be of interest. (Yevgeniy, pls. pass along to any first-years who might have some use for it. Thx.) ---MOQ1052531642170036c8c1b632dd6b3cc91199a22079 Content-Type: application/pdf; name="demo.pdf" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="demo.pdf" JVBERi0xLjMKMSAwIG9iago8PAovVHlwZSAvQ2F0YWxvZwovUGFnZXMgMiAwIFIKL05hbWVzIDE2 NCAwIFIKL1BhZ2VNb2RlIC9ub25lCi9VUkkgPDwKL0Jhc2UgKCkKPj4KL1ZpZXdlclByZWZlcmVu Y2VzIDw8Ci9IaWRlVG9vbGJhciB0cnVlCi9IaWRlTWVudWJhciB0cnVlCi9IaWRlV2luZG93VUkg dHJ1ZQovRml0V2luZG93IHRydWUKL0NlbnRlcldpbmRvdyB0cnVlCj4+Ci9PcGVuQWN0aW9uIDE3 NyAwIFIKL1BURVguRnVsbGJhbm5lciAoVGhpcyBpcyBwZGZUZVgsIFZlcnNpb24gMy4xNDE1OS0x LjAwYi1wcmV0ZXN0LTIwMDIwMjExKQo+PgplbmRvYmoKMiAwIG9iago8PAovVHlwZSAvUGFnZXMK L0tpZHMgWyAzIDAgUiA1NyAwIFIgOTAgMCBSIDEzMyAwIFIgMTM1IDAgUiAxMzcgMCBSIDEzOSAw IFIgMTQxIDAgUiBdCi9Db3VudCA4Cj4+CmVuZG9iagozIDAgb2JqCjw8Ci9UeXBlIC9QYWdlCi9B bm5vdHMgWyA0IDAgUiA1IDAgUiA2IDAgUiA3IDAgUiA4IDAgUiA5IDAgUiAxMCAwIFIgMTEgMCBS IDEyIDAgUiAxMyAwIFIgMTQgMCBSIDE1IDAgUiAxNiAwIFIgMTcgMCBSIDE4IDAgUiAxOSAwIFIg MjAgMCBSIDIxIDAgUiAyMiAwIFIgMjMgMCBSIF0KL1Jlc291cmNlcyAyNCAwIFIKL01lZGlhQm94 IFsgMCAwIDc5Ny4wMTEgNTk3Ljc1OCBdCi9UcmFucyA8PAovUyAvV2lwZQovRCAwCi9EbSAvVgov TSAvTwo+PgovUGFyZW50IDIgMCBSCi9Db250ZW50cyA1NiAwIFIKPj4KZW5kb2JqCjQgMCBvYmoK PDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMCAxIDEgXQovUmVj dCBbIDcxNy4zOTEgNDU4LjY3NCA3ODQuODM2IDQ3Ni44MDYgXQovU3VidHlwZSAvTGluawovQSA8 PAovVHlwZSAvQWN0aW9uCi9TIC9VUkkKL1VSSSAoaHR0cDovL3d3dy5wZW9wbGUuZmFzLmhhcnZh cmQuZWR1L35iZmJyYXVtKQo+Pgo+PgplbmRvYmoKNSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0Jv cmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5MSA0MTIuMjg5 IDc4NC44MzYgNDMwLjQyMSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmly c3RQYWdlCj4+Cj4+CmVuZG9iago2IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAw IDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzkxIDM2NS45MDMgNzg0LjgzNiAz ODQuMDM1IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL0dvVG8KL0QgKGNvbnRlbnRzKQo+Pgo+ PgplbmRvYmoKNyAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kK L0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjMyMyAzMTkuNTE4IDc1MS40NDUgMzM3LjY1IF0KL1N1 YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9GaXJzdFBhZ2UKPj4KPj4KZW5kb2JqCjgg MCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAg XQovUmVjdCBbIDc1MC43ODEgMzE5LjUxOCA3ODQuOTAzIDMzNy42NSBdCi9TdWJ0eXBlIC9MaW5r Ci9BIDw8Ci9TIC9OYW1lZAovTiAvTGFzdFBhZ2UKPj4KPj4KZW5kb2JqCjkgMCBvYmoKPDwKL1R5 cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcx Ny4zMjMgMjczLjEzMiA3NTEuNDQ1IDI5MS4yNjQgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAv TmFtZWQKL04gL1ByZXZQYWdlCj4+Cj4+CmVuZG9iagoxMCAwIG9iago8PAovVHlwZSAvQW5ub3QK L0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzUwLjc4MSAyNzMu MTMyIDc4NC45MDMgMjkxLjI2NCBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAv TmV4dFBhZ2UKPj4KPj4KZW5kb2JqCjExIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsg MCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzkxIDIyNi43NDcgNzg0Ljgz NiAyNDQuODc5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9Hb1RvUGFnZQo+ Pgo+PgplbmRvYmoKMTIgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9I IC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zOTEgMTgwLjM2MSA3ODQuODM2IDE5OC40OTMg XQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL0dvQmFjawo+Pgo+PgplbmRvYmoK MTMgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAw IDAgXQovUmVjdCBbIDcxNy4zOTEgMTMzLjk3NiA3ODQuODM2IDE1Mi4xMDggXQovU3VidHlwZSAv TGluawovQSA8PAovUyAvTmFtZWQKL04gL0Z1bGxTY3JlZW4KPj4KPj4KZW5kb2JqCjE0IDAgb2Jq Cjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1Jl Y3QgWyA3MTcuMzkxIDg3LjU5IDc4NC44MzYgMTA1LjcyMiBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8 Ci9TIC9OYW1lZAovTiAvQ2xvc2UKPj4KPj4KZW5kb2JqCjE1IDAgb2JqCjw8Ci9UeXBlIC9Bbm5v dAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzkxIDQx LjIwNSA3ODQuODM2IDU5LjMzNyBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAv UXVpdAo+Pgo+PgplbmRvYmoKMTYgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAg MCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDUyOS41NDIgMC40OTggNTU1LjM5OCA5LjA0 OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVu ZG9iagoxNyAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0Mg WyAxIDAgMCBdCi9SZWN0IFsgNTU2LjcyNiAwLjQ5OCA1ODIuNDkxIDkuMDQ5IF0KL1N1YnR5cGUg L0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9QcmV2UGFnZQo+Pgo+PgplbmRvYmoKMTggMCBvYmoK PDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVj dCBbIDU4My44MiAwLjQ5OCA2MTAuMzE4IDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1Mg L05hbWVkCi9OIC9OZXh0UGFnZQo+Pgo+PgplbmRvYmoKMTkgMCBvYmoKPDwKL1R5cGUgL0Fubm90 Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDYxMS42NDYgMC40 OTggNjM2LjQyMyA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvTGFz dFBhZ2UKPj4KPj4KZW5kb2JqCjIwIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAw IDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA2MzcuNzUxIDAuNDk4IDY3Ny44NjUgOS4w NDkgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL0dvQmFjawo+Pgo+PgplbmRv YmoKMjEgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsg MSAwIDAgXQovUmVjdCBbIDY3OS4xOTMgMC40OTggNzI4LjA5NCA5LjA0OSBdCi9TdWJ0eXBlIC9M aW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRnVsbFNjcmVlbgo+Pgo+PgplbmRvYmoKMjIgMCBvYmoK PDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVj dCBbIDcyOS40MjIgMC40OTggNzU3Ljg5NCA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9T IC9OYW1lZAovTiAvQ2xvc2UKPj4KPj4KZW5kb2JqCjIzIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAov Qm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3NTkuMjIyIDAuNDk4 IDc4NC43MjQgOS4wNDkgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL1F1aXQK Pj4KPj4KZW5kb2JqCjI0IDAgb2JqCjw8Ci9Gb250IDw8Ci9GNzQgMjUgMCBSCi9GNjggMzAgMCBS Ci9GMTQgMzUgMCBSCi9GMTkgNDAgMCBSCi9GMjAgNDUgMCBSCi9GNTYgNTAgMCBSCj4+Ci9YT2Jq ZWN0IDw8Ci9JbTEgNTUgMCBSCj4+Ci9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VDIF0KPj4K ZW5kb2JqCjI1IDAgb2JqCjw8Ci9UeXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMQovRW5jb2Rpbmcg MjYgMCBSCi9GaXJzdENoYXIgNDkKL0xhc3RDaGFyIDEyMAovV2lkdGhzIDI3IDAgUgovQmFzZUZv bnQgL01ESUJDRitDTVNTSTgKL0ZvbnREZXNjcmlwdG9yIDI4IDAgUgo+PgplbmRvYmoKMjYgMCBv YmoKPDwKL1R5cGUgL0VuY29kaW5nCi9EaWZmZXJlbmNlcyBbIDAgLy5ub3RkZWYgNDkgL29uZSAv dHdvIC90aHJlZSAvZm91ciA1MyAvLm5vdGRlZiA2NiAvQiAvQyA2OCAvLm5vdGRlZiA3MCAvRiAv RyAvSCA3MyAvLm5vdGRlZiA3NiAvTCA3NyAvLm5vdGRlZiA3OCAvTiA3OSAvLm5vdGRlZiA4MCAv UCAvUSA4MiAvLm5vdGRlZiA4MyAvUyAvVCA4NSAvLm5vdGRlZiA5NyAvYSA5OCAvLm5vdGRlZiA5 OSAvYyAxMDAgLy5ub3RkZWYgMTAxIC9lIC9mIC9nIDEwNCAvLm5vdGRlZiAxMDUgL2kgMTA2IC8u bm90ZGVmIDEwNyAvayAvbCAvbSAvbiAvbyAxMTIgLy5ub3RkZWYgMTE0IC9yIC9zIC90IC91IC92 IDExOSAvLm5vdGRlZiAxMjAgL3ggMTIxIC8ubm90ZGVmIF0KPj4KZW5kb2JqCjI3IDAgb2JqClsg NTMxIDUzMSA1MzEgNTMxIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgNzA4IDY3OSAwIDAgNjA4 IDcwOCA3NTAgMCAwIDAgNTc4IDAgNzUwIDAgNjc5IDc4NSAwIDU5MCA3MjYgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgNTEwIDAgNDcyIDAgNDcyIDMyNSA1MzEgMCAyNTMgMCA1MTkgMjUzIDg0NCA1 NDkgNTMxIDAgMCAzNjMgNDA3IDM4NCA1NDkgNDkwIDAgNDkwIF0KZW5kb2JqCjI4IDAgb2JqCjw8 Ci9Bc2NlbnQgNjk0Ci9DYXBIZWlnaHQgNjk0Ci9EZXNjZW50IC0xOTQKL0ZvbnROYW1lIC9NRElC Q0YrQ01TU0k4Ci9JdGFsaWNBbmdsZSAtMTIKL1N0ZW1WIDg5Ci9YSGVpZ2h0IDQ0NAovRm9udEJC b3ggWyAtMTAwIC0yNTAgMTEzNSA3NjEgXQovRmxhZ3MgNAovQ2hhclNldCAoL29uZS90d28vdGhy ZWUvZm91ci9CL0MvRi9HL0gvTC9OL1AvUS9TL1QvYS9jL2UvZi9nL2kvay9sL20vbi9vL3Ivcy90 L3Uvdi94KQovRm9udEZpbGUgMjkgMCBSCj4+CmVuZG9iagoyOSAwIG9iago8PAovTGVuZ3RoMSAx MjI0Ci9MZW5ndGgyIDQ1NDAKL0xlbmd0aDMgNTMyCi9MZW5ndGggNTMwOQovRmlsdGVyIC9GbGF0 ZURlY29kZQo+PgpzdHJlYW0KeNrtlHVcVGu3x0k9IB0iJYNICMrM0N0M3SEoITADDDAzTNEtIS0g IAjSqYSkIiUgjYSUKKDSoUg33Dme9z16z/vnvX/dz937n/1dz3p+67fXs/bm5TY0uaUMRdnDICgk 7hZYGCwDUNUzMdGSAoCFQZS8vKoYmB0OjkKq2eFgMgCwtDQYoIx3AoiAAGBJGVFxGbAkJS9AFeXu jYE7OeMAAqo3/kySBCgjYBi4gx0SoGeHc4YhCBoOdm4AE5QDHIbzFgYou7kBjP/cgQUYw7AwjAcM KkwJBgOgcAccwB7mBEdSAv90pIV0RAEk/wpD8e7/XvKAYbAEUwABgskbAIJFKArp5g2Awhwpgfoo Qi0Ywcn/hql/ikPwbm76dog/5X926T/W7RBwN+9/ZaAQ7ngcDAPQQ0FhGOQ/U2/D/jKnB4PC8Yh/ rmrh7NzgDspIJzcY4BZY5K8gHAuBe8GghnCcgzPA0c4NC/sZhyGh/7RBaN1PE0A9NS0VVYjQv870 56KhHRyJM/V2hwFAv7J/MvgXEzqEgXsB7oKEQSAwIZFw//vJ+h/F1JEOKCgcSRgKcQmAHQZj501J mA4CiQN8wQA4EgrzAsC8CI6BwkgUjrAFQGiLP8ARhaH880jFpAFAFBL2Z/Ani4MAQJwn6heDCeyM gf2WIQIAOqLwmL8DEhIAoMovkgQAVf8mSYIc5BcRxDR+EUFI8xcRVHR/kRQAqP83SRFUDH8RQcXo F4kCgCa/SAwANP2bCEMHtPtFhFd1+JvAhHYCYb/hn6/1GxJknX5DcQAQ/hsShF1/Q4Jbt9+QUAjx C8EE98jfkFAX9RsSHGN+Q0Ih7G9I6AruNyTUxf+GhLoev5DwWwB6/cT/nEcVFZSX7y0wCAS4JUI4 YzBYVJzQcrD/f880Q8LReJiWGmEMQCAp0F8j64DHYGBI3M+/AGHY/82OcMLHAYN5wRwoP4yjHGRD XVLrwksC1POGSslvYDnSikL7m8Nq0mSF12ZkGUYx9YOmsKtb9GH0LvBndCnfdMqAUEfxz6x1yn5d vibAsEn6LmqmGznpJhc3HNasbEi6szrbaBGZkUsfuObd64U2pnh2Zz2aySt0V8CSuazfoshKJsZP twNcAwc+f7j0GMqzkEJpnfVaNxlmvjz7sO9oXQOVh/pQ0M1ilb7LePaBtW16xPUTdZp0dJYe6Xjx j7sa5XMy/elbzIqiyosGkDvfdI6ev+keSumbWTbCZmWGKeGKSXsTN7KeZlxs4qA8mMTrsiluyw4p qlOADNK88o8yDpOx6PlXFMd573Xxh4Vbo/bxdIFaMxB+cPc7zdtLM08WXXUiAzKYk2NpzkjK2ugE saHE7HdtbjVo+8XbSkgXPFmJ7WjTHsyJakjZcjuInFV7zrathB5yHMs71/CKwhp8QUbtHy8PQpuV otdfRXXIlfRcvn0hyycIJ2On9Zm5OSHI6nW16a7LnY4Pq0Rrp3c6lLDEueOGXfdMjVLmP6OIcnW/ FtqjeLC37qMT2Nkg4YukBdrcGTkVNFwqBW5tePVR4jNRm+2k8UtvHk7vppKVkonFofdrBN/6DysQ KzrbnYOBoXP3Joz1XvkOjC6R3m3Y9MADBiWFToFJ1/izyUCar9LXroSvTjXDEnnYpDKNffclWtq/ ptIsKZo9tS2sic16E5TYGSYYEUNB//W2RAczrutjFIXE9XWm4exRw1Ydofm5NtP4aIXkL8ffPkDr 75uFOnYQyzM2kQAey55WH3R49KXMmt4cXEjYrz7+XM1RCWe+JmjB6zQ68ZW/Ku8Pih99ct7uFbTG KoKlMSi9sRqxweGU09XGSfJ5gSm0RZzx6noVGXNq8VJjnc3aoLri8CMkRYLz+RXy1Jcd/D0v0JA1 JaXFpa4Q86NU2w8gLDxarjmeD6DaUoWWex5hy86oM79bUmQ/NVYEHCeuaeMGzFiXrTPwkEFer0vN gdX42YOr7XUvYkVlg5PuZEnq1/qEHIbb3JZgKMqDqmVdc9Vu/JLwuj1X9KNI+oe1IFmKmAm7yxIG NH9Ilhjy03rl9rizd3qkMcYqpM/kDVpNWYBxx+bC7Z6KayM7fNIPqOhbwurZQkhurgWXs+933Kkk VkPwoHoo5a936+xwNq+fd/QK6GmV8G6b13nbmtBjVesGK6rKKLcrpSsaTHkBI/NOzdMRq7OG8Iij x3clDa6J0UTmHy/I+hzfIFPdzDCKOnANJjb4gosR0y89pAilUJBSy7+0bkSeNtueFhqocPKAWjam V1oKJO1qajqukg+hb35bS2UJFzZyptHdzrGkTAXlajM8Ydy6LA92vK3f38LnnHJfdd2YKGktyrXv APkSVpPIKeEz0Vw+5IQmWtH3VDcFjVebvSI9e96yEyNcjRY1bR2A9/pLlSh49gWO3+x15/uOCOVO HTxTjCTS/nbsEwOR4/zxwiSa3wgbHbggqh8kZsK1JUeKN5qhpYvdMaoUcbcd/9QyIQt2CWnpGYz0 Hfx6duFe+bZQ//VRDiqma9NHHkO2Gb1WstlXbEPLfNcUKFLfujZvveI0PZz3XGzABHfomU3mvaVc MU6Pdtgsf39paFN8T+Bbdav4e68nwXwYM1kS1+beTirm0B7uXA/vk0eaL3WCS9/g9wXv8vY8t6Y8 8k0km7zZnJnzracHoWDofnoQfc2hlp0nklIUPlnclWjhfN3ylqPxVWsj7yuGwhlb8C55LhbGT/iT wEkzO4f3by/lxGuDuTmaDY3n3k33ut44LMmDfKwSWBvX8UkuVPCivs1Uz0Xc71sQSZPeEO6Dpw3l PWpIsFkTkZcfkRwuudbRMRIS0rE8AjkweOQsUleiQjyevqPVQg9xy4ybia4t7rLveWSTgKv+9Jw4 JPLmfXQgjZohK5Riq2Ip0OOd6V7Gsd9xNPx9dEEESslzbj/65qpIocamGnqlD2ifGm5qnNpLlmWx 2/tgofdZXhfPvb7ySF1IxpX29avfg4b906PfIbken+nvRaOnaZa/ElkECnFtJKKZg19kJx6o3yD7 A0YnHX/b6xtjfJ0HLcJdMZk8g1yaLjdZ5+azPJyE9UdLC6JnSgt20Y2bWJA1UVIVtUQK8j7rEY83 nYGmHpFfi8VJGGwHxLSGjSV32aHO3lK+ecy9qR6wTMIudaOIfMw1h1i32jzAjfdopEhvlwtI2k87 INZ/IelCdMvVi5zsvixq/D0SGteumZ9bf2q4qoX+wG5MPPNE9QVYJgAbAPHUh78RfFtM4UWDb0yz zYi+O1yuWXB1c2fluhbJ1zudSVlsP/b9mBpLpbUrw9MzzUtfL4HWP7G5XEjXuD3YDWWbR0wP4X2+ ZNT2ulqWPngv8oY/irskmIg2856zvvrFE36XhLCYElhMMQiGdLz8QEPQe1JEX7y4U1e3+ui9KTer kpUqvS397kco1bRn4lbolA5TwpflwjcRoiGxxIJfo6RDS+KGN0jSmYgQwybpOrxp1+kE/SJjoHXh NRHl33Xk2cC1G2PX11mtVV/FXzE4tcnXkqoHvL/I+cKZxvJUsVh96DJv00v/7/UPD8iRdIs555se m1aUtf1Ulxs4vHnzjhDPai4OTVMz9rR2oTe4FoUhkXshvTGfcDwB5kzgkzGyCI71NM7xSpukChua lBwRhhwLTU/SWH48xejU9kVYGX+dLPJKoT8JjfOntvn69y8ZdUoalWofsnjIs6pW8icvqOJVBQXo Kp/Ov7+D0F32phIhurdbWHlxOCsy0jjOy9+CpJbHOGh78gcwj9h0OQIRfFk091DQYtkMWsvNR88w bxjxiSLEV163c7DLcHddh4X2SGEgHHrv+1i2JyOHRwQxOnGAWpincphBfdRV02R+NVqhReYx9pKO THtRcknY67rlQrXtVMPEc5zUvuAYybjXrQjJr95C64xVHiMB0100iZdiZRFJYgwC3obXM+4vqB1K 9740bdn3HQzYPC0fkgI4ncj1fT8yl+tqXdtp5alJ1bb9Kv30jhtCNcxAW2SgtbKyjnrhB95baYo0 Q7B3Da72uYlnps/Mm/xQ6fVgmEgrjmvy5KTNc3Zhe3d3qxDrQBesQHrVR93Im6gk61Sp3jkFEz+0 ezvfjO1jgFdS0+fg1GQKDSyL6L7aIomf+SXg5aIqm/Tv8kDLJP+562nMvUKa763Vy2JkZkpwebjE 3KNJjm0hQ5UHD6aA0uJmF7IlAxjmMhlXjzz+KBSPjGNkfjmeqX+ofB5Wk+3EtkoZ6aetCb2wGViQ rDon7Llf5j7SzGDjXckssTP2bkc2mPpYz0FqwvThl2zxpgDYcek+fdmxmNv3Ak0D93VX3jX67M4g TNLHe02apwov6ly+eG8uZh0ML+WqohxyY9obpry6BRcwIXa2i+IZvfXjVqQFL/rPzepDuOjKV4ja WkRZ+Sbyi5gejUNK+TiunygAQ8TMK8tn8iVJo0b1VrC7rzP3BYEVmtFZZF38fNUPGzrOXI9HPl5j 9E5/Bad87e90ePvJCu5y7J0+7ruP8neMk6Hf34k7cugryc92kwDGZCy3+1fWbBoANhLDk/CXUhpj hkX86In7T/rz9gfTBfJTMPrWxaoUzMZ3OqN3IwJYnqCn1+jMld/qTd1YDHnXr9xGT71G5T/F0jIb 99jn4bT2xBzmQUzWUBexQFNqw7FvrMN3bUNlp3uiwd3AHlEk04vlIS9I5l6b5+OF7ElN9NzDAyVH JVIPzgidiNef5AZCp7Obf5Q0VljAkoMojPgZxRsPHonQNDyHHSL0Up996NG0XI81jisc3xAQnw9/ Qw5znMkaG48oCZIh3yTq2MsV/Uw5w3eJzb4mZknVOkeGir2AibL32xQJqQeaFB+s/7RIyDgNA40t MwH52WlvVDLFCYeKs1qaZ82OhB61BktPlwKNkH7hHg/AJZSPlSZ/jNABXU7qV76/rJuj5MbUtE1N PVvcBcjDrvXSaKW2P/HT31EhPus17TzI3ZmDzO1Ny8mfpNzQ7yyNhHpHUT1tD1dtTM8RQ1PnjA40 bSpSckkaebsuP2bUfRQIlxKVq4pBIWhNVC6SDiklWnKPtpZwLZRbtAf1KY01tSeZeuXl+wbCdYmh Vfgw4wsp5n4xvZK3gHnUO+auurx9fUX2o/PQYHeXjlf09oOcotFxi41Df+xw9tEV9A640PuqxOvE g8j8yZ/IqEXkLF2ruLCma4fn0qk9y2evbXEAOeZl7lwR4MNyT2WknTZuONQ0HzvkvFWBd3RtMrTo ro+W6GwG9PCo+YusmujT2zTEiNcAvFcqOcwKLFRDXebjM/iE3MrO/YP2zc+K/GY59UbM0YlF2aTQ coM1MdU35OtzbxP4bxKfSNgqzQY7sWPDvpL4MOCALvyC0mCfiJrtENOPK3D/1cek7XLYVLjzpQ3u J2HZE2JWYgvmE05pBdLzQI50/eajgRJ6hbLtXtALwz4v40cBTMsTgoo2EZd/VHOgrcV31BVPEeHM Aag3FpfZtMoT2a/RWJXHdIioFHwvZZQblD1V/iJrqrC+1MarXqkydcBCwXZaMkff5XBcJRi9zbdS TK5nEXWWiRIwGLCudVor9jiDXB8IP3EMeuC13VpNJVLR/axbDLB+o8itM+Bt3JxVbVzEUI1KO95G ojguyhft2rcvwalnscOMB1Nu8z9wnI2E5aVMVyVzLl0JMTgXCgLdC0z+cv5iN+eb8sJ8ZT17peFJ 2Rj7txB/JZ36j0K7Y0IJNfC9ae62+3zJJ7yN21zucZ9udM+ozUWxfJxSbA3lcRrY8zBdloqCvdrD aMVThkBQeyBjNdqn5zshdy/iivkKn7AqsSo3a+zsXbBPsWm+I+TWNDosElW1HUt1yK5FZ28mucmR rc5oWn0CnjGRYNrwJ/uwyO3vPJiSMWrseGGnXTm7W9eAlYh00Ks5SSQ3t6A6LiNEGa1l4KRzfQeb oWPPyid5M97A35qapHkgcyJc59CQdn5MR5oU8j5ElaTGqPTh5YCQahPxT/qL9rWbrq9XPB5qjWfP Z1zVHEh7BhhgOGjxPfgYpu3ber1kW3S3ZQSpSSr/oGms/qhsarfdxORquCrnqo8MP80DgUzHbxGF WYxacbcvrSKetOedkY0X/DF9KA01L/BIVdrCK9sV4WVNX3cZG/7xo3P1zge14UKrqITjH7fJuzHP wvFIfQq7gf4zhXTB2ztxDgsFhhr5Yx4Vl4gXe7fkly+904N/Seh8VaYM3tjorTuKC//Yb0zni+UQ o6XSXb4h+8xKVh3oUfj8R6QPQj3MslTboB+7W3h3hlPxyFX6xwGGecGFs8WgsJ64SzTPG/fpdWwT ueBL4nEQeZWZ2/GzM6T7tv2uOwfmY47pNBU39E6g8qNwJqHvdM+H0LqR5KiqhjIrhcBB8lmi2Ske xLQmdwjD6cgbLkgYVMuSFVJCIdO0ecG4ubyNtkOGquqz0TmPFl+/UyS4xGaWy7yThaVM667p0zqj SSPhYtdN5ccxq8mtBtuea7WPXsZyan9eo+qNsVxVRC2x8bzPSVWjZYnQT76Q7xK17JlXKVKd1Ugv olCx0YHmmKhQXJ5vd/mWDwzvV5KQGKhg04njtcuwMUy4uIcGuBxZEm2/enuT6g2nQknFU1/nQ+4w laRmReouBykNCZ57tlj790Fw/mfKbfzKuwMCKDkmH2FZa7WGpg16PzneUGcT6sOCd6NfZ7usVJjQ mgVXlsY3VcZxrXFGgHdf2BMaz1qJuo2hd0clYvOGNQqLaLBv+8TcyTAM1wOUBQwQNoYhj1W3EJSH mY+aNTE1G0OO5X6ug+0qXOf843sfsDsvdKNdL489pMqbRqi2yvOWXjA/ELBtjRHobYrPqfzy3V+/ 9t4TwCgne8LzwqWKPpWJTP3Y56TPYEZBBXahEA1E82VpXfdXZQ3jb6DvKhS1/au7KXqLQeLC5+oy X330XoXW+5yRS/hT5MxDFBa93A810fGfXdMKcLRFSgOfph3rX75ksaCS0D3Lh7jP5ja5+Pq5lw6C BMf4rmy4p+9tIrNSdSxZGPwETVlXhu9CLtpLMI4/qAzpgoKi38FHx25ovV25uj9iz3DvdKHvVjLo f3hR/r/A/wkBBzeYHQaHQthhXCn/CztDwzIKZW5kc3RyZWFtCmVuZG9iagozMCAwIG9iago8PAov VHlwZSAvRm9udAovU3VidHlwZSAvVHlwZTEKL0VuY29kaW5nIDMxIDAgUgovRmlyc3RDaGFyIDcz Ci9MYXN0Q2hhciA3NAovV2lkdGhzIDMyIDAgUgovQmFzZUZvbnQgL0pOWlFZQitNU0FNNwovRm9u dERlc2NyaXB0b3IgMzMgMCBSCj4+CmVuZG9iagozMSAwIG9iago8PAovVHlwZSAvRW5jb2RpbmcK L0RpZmZlcmVuY2VzIFsgMCAvLm5vdGRlZiA3MyAvdHJpYW5nbGVyaWdodHNsZCAvdHJpYW5nbGVs ZWZ0c2xkIDc1IC8ubm90ZGVmIF0KPj4KZW5kb2JqCjMyIDAgb2JqClsgODkzIDg5MyBdCmVuZG9i agozMyAwIG9iago8PAovQXNjZW50IDY4OQovQ2FwSGVpZ2h0IDU2NgovRGVzY2VudCAwCi9Gb250 TmFtZSAvSk5aUVlCK01TQU03Ci9JdGFsaWNBbmdsZSAwCi9TdGVtViA0OQovWEhlaWdodCA0MzEK L0ZvbnRCQm94IFsgMCAtNTc2IDE1NjkgMTA3NiBdCi9GbGFncyA0Ci9DaGFyU2V0ICgvdHJpYW5n bGVyaWdodHNsZC90cmlhbmdsZWxlZnRzbGQpCi9Gb250RmlsZSAzNCAwIFIKPj4KZW5kb2JqCjM0 IDAgb2JqCjw8Ci9MZW5ndGgxIDg2MgovTGVuZ3RoMiAxMTM4Ci9MZW5ndGgzIDUzMgovTGVuZ3Ro IDE3NDQKL0ZpbHRlciAvRmxhdGVEZWNvZGUKPj4Kc3RyZWFtCnja7VJrVFNXFq4gLV4rz0LLiHKQ pyDkASQQKBoMjDgkQEDFVi1J7k1y4eYm3IRHjGApEQSt8vAR6UJRVBY4BgosBipMRURb5WUBkVHU qYDD4KJUpSgTYC6wbNfQH/Nj5ldX7/lz9/6+/e1v73NcHKNivNiwXIiEyXGVF82bxgLcGDaXCeje NMjFZTOBCFSoHOcIVAgL0AIC6CBSpAI0JqD6s3yoLHoA5AK4ApUUxKhlQjkGxKSMEqQiBAJgRIlK cAQGQjVQSRHAliEEKhLgC3xERuqKBBiIkYtQRKX2JnU2yxVqApVIVcB98/r5Zsz/UgPYGAb48xVK wEeUCJGCwN4QjQZglDQpRCQoDlHmBwvHxXLAXEzDyYo3UApCKMnhgDs57HpAjgrLcUxNGhdDFJ6c 7IWQTv4fppaKhyVjGE8gI+UXlv0rWCBDMfUiITQZQ4ilhB3IoiMuAqPJsqVouEqAoSI2LsEQQF1M ocowNA2Bo1CVSArEAkyJLOQRHF7amtzWQmPKVt5H0TtDPBdfwwIWJUBxVaxa8bPqPHkhpv0Skzsh 0DTwMdWbSqWRRPK8+du9pFcoLpLDKC4BdD8GEBCEQA1RSSm6nx/Q0ACKw0gaQNJIwxRvXK4iS4Ai WZVOPjECmr9Epg+gkL0E83Mu3JASg+cZi6DvLyCGiH/Gfj1tSIg8TUMFXn5MBqD5MQIAjcpkpP8n bxuOJiUj4RzgR/WhU2n0hawomSAQXLXwqMhFvonFKLl2BElDRNDAXbkoUJtwsj67IiO0rLvSxGNZ iOQv+bzaqz3NK7PuFSzDLt76U5LHw5q46UvF1mYjJiMOqYbVyrymfdEdYT9kJuXr+mZHUuJHivc2 ro57XsxVDyvWTWWNmV+p7335zG9Z5HcPb1cc23m+rWTixtjZKHdO7NN3Hji+1fJxSl3LF1oGMy6s GNuWc6DG1ceRb6FLqjjomzOYanGscPlgV1ZGQo5pg+f9H+VNyVbTZaalRbO7pmyOWoqa7HMkh0cP Ozf6lgsBd6BmjhWeFu/+ZPdDi8sbChN7oF6FzdxoWMnfp4rutLG+ydzQ1GvE4enLL5i1fwDTxvnj 2hgp69nxoe3alY+/SWybnPtJfUX4vOZzQloqNInKQTu+bU2VVsxanJlI7TR7X0frizU205t3ERE8 EbfW61lJT8EevPysPT+E3ao3g3s82adcj+CV1Gav3MTJHrc1HU+Dy9saChqCPfHbzIvObkO7Kfo9 ztQa1jv7+GJ+S/jV8q2GP57w+PRlzy17t5nK6wPfOz54mLiX77C6dQwt5R6pmjgEoqiFg19STtjt 3xTTWtu17jLGV0btEe5F2UYe9xvPX5fWD1WMj57Tnspk3YnBJq889VgVJ19rrzec5lkm1Nl9wu7e 3r8pw8pW/Vq/saU2l3H0x2sp7X/7OqgqdvzLbcceu1d4VYbZj+fc2XlhvDNCvHXW0E48Gk/PH71W zeLkd71sHX904/RbWfd0jcf7c7dcD/nX3FVJaVEiIbWiB5T7x9+yNv9Am+iUJj29BbXXmWdaPIUa 7X6yZilew5arJO03iy6nQ7krUu1BqShk7piu6DPRigxto+KJnaYzEDkzMBXf8qLsnjF+TROxfFVj 4J6gQGNf/+qBzybc+pwriba3p1/F10Lpk48+VDZ8v16MaSBNeP/I3Q0OalWgq3hL6v6Z0H1FQ9D9 wtPLc98dniprTW9wjKvNzhNe/DA/qN7Bpuc1xcnp+dfVWEfBweEmxUtK9ZMiHecUO2/usZhV9R1j ZnRNR56aOxPR2Hk/73B18wzvUaQXPdjoqFH2eSePLl38V5rps35M1GGbMwcq+8c507roXMviXX0D dznn9DteXfa/fdAVex1XVeazIZIT52+o+eKjFUxZ0GgGbDp11NzU06j3fNZmw6Gx3ddtbf/qH/ni 9qeGnNjgtd1oyLl3KZ0c93pd2Q4GWGdke8TsZiTUMqin97odDnJYjVOTDe2TljX7p6GcSoP59rrB iD/QPeCJpPJDQzxlfAmcECQx6naxeDb1grfc2jlasC/FxKkfFpUdX1Gj6TCup3NKRmN2tYjNLk3Y vNcTzW9Y39RXZk39c75b9oGTJ7jDP6xiF+mZ/WtvbDz51VCubE1ra3eEqNLD9OZI8zIpe9MD6aXM YKuxuZRqofpt2ah23Rq8Y0wfpWutl2gPJcissmvfw/fPsApf2TZUmEzXZfDXrhwqme3yNx5+37j0 8zOOJxoTbDQUmusn6eoC/1CLgQvphvbR5mJb+28rD+Cu/7RjVKUUbMyYc5Ga+1L/xw/6XeA3ISDC EAGhkssERCL0bwTZs4MKZW5kc3RyZWFtCmVuZG9iagozNSAwIG9iago8PAovVHlwZSAvRm9udAov U3VidHlwZSAvVHlwZTEKL0VuY29kaW5nIDM2IDAgUgovRmlyc3RDaGFyIDAKL0xhc3RDaGFyIDE1 Ci9XaWR0aHMgMzcgMCBSCi9CYXNlRm9udCAvQURKVEVCK0NNU1kxMAovRm9udERlc2NyaXB0b3Ig MzggMCBSCj4+CmVuZG9iagozNiAwIG9iago8PAovVHlwZSAvRW5jb2RpbmcKL0RpZmZlcmVuY2Vz IFsgMCAvbWludXMgMSAvLm5vdGRlZiAxNSAvYnVsbGV0IDE2IC8ubm90ZGVmIF0KPj4KZW5kb2Jq CjM3IDAgb2JqClsgNzc4IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCA1MDAgXQplbmRvYmoK MzggMCBvYmoKPDwKL0FzY2VudCA3NTAKL0NhcEhlaWdodCA2ODMKL0Rlc2NlbnQgLTE5NAovRm9u dE5hbWUgL0FESlRFQitDTVNZMTAKL0l0YWxpY0FuZ2xlIC0xNAovU3RlbVYgODUKL1hIZWlnaHQg NDMxCi9Gb250QkJveCBbIC0yOSAtOTYwIDExMTYgNzc1IF0KL0ZsYWdzIDQKL0NoYXJTZXQgKC9t aW51cy9idWxsZXQpCi9Gb250RmlsZSAzOSAwIFIKPj4KZW5kb2JqCjM5IDAgb2JqCjw8Ci9MZW5n dGgxIDc4OQovTGVuZ3RoMiA2NDUKL0xlbmd0aDMgNTMyCi9MZW5ndGggMTIxMQovRmlsdGVyIC9G bGF0ZURlY29kZQo+PgpzdHJlYW0KeNrtUmtQE1cUxj5EFjpTCjUCpV5egwoku2CSEgtteNlYeUYt yKgsuzfJSrILmw0mIDEdrSCCWkdFqVKVh9aRVlsEZpgRKVqp0AFaS4kOdMqrPhCnCCjFR5eg4xR/ tr86vffPPed89zvf/e7x80pQBslJJh3GMDQXhAkxGYiMVaZgKMCEKOLnF8lCnKMYOgrnoAxgoaEY kBvUABMDVCoLRmViKeIHIplME0upNRxYFLl4GiQFch1kKQKnQSzOaaCO5yBwLVAyBAU5kxDItVqQ NH1DD5KgHrLZkBQiGAZIiuBAOlRTNCKaVqSgVQyQzqRJQ+azUjZk9bwosIgXuRjwEkmG1poACVWI KI7he0Feyb8hajZ5jEGrjcN10/Q2l16o4zpKa3qKYHSZBg6yIJYhIUvPhn4EZ8TFQpIy6GZXFRyu pQg5rdZCEIQtFaIh4pkCpY+hjJBMoDhCA1S4Vg9teUiTs6Xw9tmEiORRK1ZFRwQ8/VdbMQGnaG6V KRMC9DnaFmPPY94lljKCVFSIohgP5Pez07pZzaJpgiEpWg2CxRKAsyxuQvgJ4iMxyMUARZPQCKCR VywS0gzHXwG8NXlAxbDI9LeiQKSjaIN+OmtL8PMlSue9hpwt9eLLIiIYY25QcCgICpXwnTBMAqRS cd7fgatpKssAFVFAjKLoO8EzTyUMLAtpzjZSvGvPYhXFOw2hERKItYshlm3bWFK7/QtzdHnHqVdF DpMt1Tet9heS682fUWSeUlyW6KXmKm4d6zu3q1mQ0blgBbFsvwtb41YcV7R+7LjL6XOFR6uS91jE jcJupcC0tfDAa48D/G8pmrPWHDz8SZ+HrJHtL93hE2gd89nS4lRG3ohYW37+fm+X4xtLkvYu8XaX Wk/a98yZLzD1/P7TwtH6LSWXw4iRH66tVCQI9DGF/p2qcMf0MXxiAFmnyu7sDEgckjddvdG3aQH5 8PX4osZU47BngXe+3x8XlVXG8UKzR+4vVzLtBT8W3C4+Nr453gFp9Iy41NPRvO1yn2i3Zfl5z5Vv tfSHaKbcWwLiDriq0d6Ql74eqndr3Tiw+uxXWP6TG/buleYHVXjG4bp9nlHDOVknGsLurxYU5wk/ rD2Ycreiodmxq+FNzOW9q9bI3ZOfO8S1zS0MjjWcmzhQr9l1WyQYvLO0ratjeUW/RWfn5HZkc+K6 OqQ4Ho95PLe4abB356VMSaRz4nDauzvb+1MarMrqDWGHtp6RWEHg7rb4k4WTab8NHHIdtuwlti/G rrvWvj2ik5bvqCnoqF05lVfpf+qORRFvOqrv3n9qUW5N7s++aXtOaG/OtzTdM8OSwb4Fkgivs3tS S18u/fbQBGrclTo2le04b828e5vWPnGlcjWjXt+cbl/o6X3aQ9JqV9LUaa/Jej+nJwx9ZPFVmH3L oiuKFYTP+g5xYJNz059f+pZ9nxxwPFT53YWkfeONFR8/ujso9w6/03Mx9cz9fOv+fLtqZdErG7KG S3+1b77GOF336LKrGxuZXFtQWeXcOpaT8kBZOrrXvDWwVnYpa0614cRA2ZBf+8Mj1g8+Ra6MGJyS u2tkPqHzp8JN0fXoP1zI/wT/CQJCC3GWY3Q4m4H8BV+6qLwKZW5kc3RyZWFtCmVuZG9iago0MCAw IG9iago8PAovVHlwZSAvRm9udAovU3VidHlwZSAvVHlwZTEKL0VuY29kaW5nIDQxIDAgUgovRmly c3RDaGFyIDQ2Ci9MYXN0Q2hhciAxMjMKL1dpZHRocyA0MiAwIFIKL0Jhc2VGb250IC9LU0FVQ0Qr Q01CWDEyCi9Gb250RGVzY3JpcHRvciA0MyAwIFIKPj4KZW5kb2JqCjQxIDAgb2JqCjw8Ci9UeXBl IC9FbmNvZGluZwovRGlmZmVyZW5jZXMgWyAwIC8ubm90ZGVmIDQ2IC9wZXJpb2QgNDcgLy5ub3Rk ZWYgNjUgL0EgNjYgLy5ub3RkZWYgNjggL0QgL0UgL0YgNzEgLy5ub3RkZWYgNzMgL0kgNzQgLy5u b3RkZWYgNzYgL0wgL00gNzggLy5ub3RkZWYgODAgL1AgL1EgODIgLy5ub3RkZWYgODMgL1MgL1Qg L1UgL1YgODcgLy5ub3RkZWYgODggL1ggODkgLy5ub3RkZWYgOTcgL2EgOTggLy5ub3RkZWYgOTkg L2MgL2QgL2UgL2YgL2cgMTA0IC8ubm90ZGVmIDEwNSAvaSAxMDYgLy5ub3RkZWYgMTA3IC9rIC9s IC9tIC9uIC9vIDExMiAvLm5vdGRlZiAxMTQgL3IgL3MgL3QgL3UgL3YgMTE5IC8ubm90ZGVmIDEy MSAveSAxMjIgLy5ub3RkZWYgMTIzIC9lbmRhc2ggMTI0IC8ubm90ZGVmIF0KPj4KZW5kb2JqCjQy IDAgb2JqClsgMzEzIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDg1MCAwIDAg ODYyIDczOCA3MDcgMCAwIDQxOSAwIDAgNjc2IDEwNjcgMCAwIDc2OSA4NDUgMCA2MjUgNzgyIDg2 NSA4NTAgMCA4NTAgMCAwIDAgMCAwIDAgMCAwIDU0NyAwIDUwMCA2MjUgNTEzIDM0NCA1NjMgMCAz MTMgMCA1OTQgMzEzIDkzOCA2MjUgNTYzIDAgMCA0NTkgNDQ0IDQzOCA2MjUgNTk0IDAgMCA1OTQg MCA1NjMgXQplbmRvYmoKNDMgMCBvYmoKPDwKL0FzY2VudCA2OTQKL0NhcEhlaWdodCA2ODYKL0Rl c2NlbnQgLTE5NAovRm9udE5hbWUgL0tTQVVDRCtDTUJYMTIKL0l0YWxpY0FuZ2xlIDAKL1N0ZW1W IDEwOQovWEhlaWdodCA0NDQKL0ZvbnRCQm94IFsgLTUzIC0yNTEgMTEzOSA3NTAgXQovRmxhZ3Mg NAovQ2hhclNldCAoL3BlcmlvZC9BL0QvRS9GL0kvTC9NL1AvUS9TL1QvVS9WL1gvYS9jL2QvZS9m L2cvaS9rL2wvbS9uL28vci9zL3QvdS92L3kvZW5kYXNoKQovRm9udEZpbGUgNDQgMCBSCj4+CmVu ZG9iago0NCAwIG9iago8PAovTGVuZ3RoMSAxMjQ4Ci9MZW5ndGgyIDU4MzAKL0xlbmd0aDMgNTMy Ci9MZW5ndGggNjYxMgovRmlsdGVyIC9GbGF0ZURlY29kZQo+PgpzdHJlYW0KeNrtl3VYVF3772np EhBBYOhmGKRBpJHuEsmZAQaGGYShS1pQQukQpJRGaZBUWjqkpLsbpM88z/t7Hz3v++c5f53r7P3P /tzrXvf3u9a6976uzc6so88vB0HaQJWRCBQ/SAAkCVDQlDcBCQFAAoKE7OwKLlBrFAyJULRGQSUB IAkJEEDOzQ4gJAgAiUo+FJYUESZkByggnb1cYHb2KACXAvdfSWIAOSeoCwxsjQBoWqPsoU7oGmBr OEAfCYZBUV4CADk4HKD31wxXgB7UFeriDoUIEIJAAAgMjALYQO1gCELgX45UEbZIgNi/whA3538P uUNdXNGmAFxok9wAtEUIEgH3AkCgtoRALSRaC4p28n/D1H8WV3aDw7Wsnf4q//cu/de4tRMM7vU/ GUgnZzcU1AWgiYRAXRD/mWoM/Zc5eST8v2RUUdZwGFgOYQeHAgT/FYK5KsM8oRAdGApsD7C1hrtC /45DEZD/tIDetr8NANX15QwVFHn/5zz/HtSxhiFQBl7O/5T9K/tvBv1m9O64wDwBZoICgoIgdCL6 /veT+X+IKSHASAgMgW4IEVGAtYuLtRchujPQJALwAQFgCAjUEwD1RDsGCiCQKPQUAHpL/AC2SBfC v45TWBQAdEafCRLyV/zvkKgIACj3m8QBQMXfJAEAKv1DYoIAoPJveggAqv4mdGGN3yQGAGr+Q+Lo eTq/CQQA6v4mdBX93yQMABr8JrQzw9+EVjD6TWifJv8QutWA1r8J7Rr8D4EE0fKQPxCtD/0DhQBA 2z8Q7cfuD0RbgP2BaB3HPxBtAv4HonWdfiMIrYv4A9G6yD8QvVSXPxAt5PoHoheL+gPRum5/IFrX /TcKoSt7/YHoJaC71NrV/u/YfzervDzS04df5CGAX0gEhK72UAIgJiLo978nGiJgz92gqooAEUFB QTF0I/wVBbu5uEARqL+/DmiJf7MtDP3aQKGeUDDh5A8kWCrEIak6rMBfKWewEJcHU96uJlaromWk kSh44g0m/EOP+nOe2XKTi6LUu6SruKtMHlf0rpENvrp9ynuBz2OTx25W3a1WU73r6E0OUzW9VpxZ zoK3yL5Ujx5vi2BqD89+L4g3zW1/t9+xlaXDpWiwducnM0armXtla1qIqJiJcircMDy0nOMhsx55 8vOCl8LhMx7k8W9xZgaC/R3C8Wt5pw+QDW6UFzn47+NuLLEhfUZWZ+q7iV4kS08vYnvPKD+/MM+P XHJ7r5liGl1yZWP2kykdZAY/fJ02ynnEh3qWUtrkPFU6mpH79Fwb/75woUqEmhgJLLK+MZfZEONz bBlHwEDNTHaDvdVTrVPG3pwfD+zVVW6rXnpL7cxXjpBG1zcDkolZQRy0W6RlXGncbLdqD9VDJ2N+ hCpdl1QGpDC6xn4mXXdQzit7adtCzqLDNrYSxq86WzWx/T1hUj64nVD0kX1u7HNFI/J96SUrAiWK SMeWikKlOHIt9Ieg47Wayi+CcX+NQx/RwNPqo2LVaCVR+vN5pjJDzpOlXi8SwRA7dRkObqQMthD9 M0NzNhPjyIg1fpBtTvu4bEXRZ84BeWKQ07lx+KP3GvvT7B9FULmzAtr85lrRRAp4BgMBwnT00zIc Hq3x7lolJu2hxxkH+Ao3WGSZc5MYUbYkK0Rp49n5LikNoAzb8UBy+jqjJTyFrLS4rkR/uuXnmYJE Nya2+z+mLNot7tGxjdTc2cthHw1QEYNspHV9Jo8KfHZYXHIBVwavC4aa20lvRNbEWAZlBmRzFBnv +8j4afkukY7UbJEIirRTReVPXgg/Eaa6zl/6mQFXyZDZTaV4bxDQjW+ZC6YbSt8QnTeNBiUBAj5+ QRgOjO25lLbypya6sT3wwSgxuThVokxKoTfHdGYMYonCvnvla1sObvAqnjkvbIuUbpavQ4ibyDDg pujfcbKniuqq7tbzkUT1++15RlLoMylSEs2RWRMBZSa1tvqWi4fFhb/KFypQ1e0lLze5TLtvzRBi vd58V/ntNRM/W+31algwcMMGx5AviFSpun7/m2C4fCk3bS//48/CQQvkd8ndB5nJ6DVeFmK/lMx+ bPJ9ZX9AaUlK6lCs35nAudl0uF+vhAYhYeoxENBl4d1z6QlBVu8QTXzS5SveeacoYRmadUNIrUrZ v7jpKSDw2En3NDJCOHVPjXqpa/oHgZZsmm94GQ/xLkvsFaJat/vcUsixkOfYN2YeOP0mXc3swjBZ S7eoItHQoC8RWTTmZJlZdnlmePSaKpfVcGe1bnwZzqUbSlwBYVR2e13JjiszQmiAj+HnZctUtBrF 3aRrRGrzknIgN3xFaQUnQQ9s9aua8Hp97VlRPY3NTWyJMihwp8gndwtggROcDNga1uk1bSyRI/G9 Nzgv+S1vu1jHQJkePsnL4UGtUZMrWZCN28KOqJs87zRg0R2atmr+PnQaSfPzZBY3A0nSAP7hQKft WPGwY2HDVM4kDI7KuM+RhVic9WdnHGyh9TW0TGLsrJXteHciWrN25uZ1oMxUrOGpZa5Qqhl2/3Pf pqsT4jWSMJ5yvRlDh2/iiXV0/f0KXvEiY9/SU0MiOXccBRosvSuf9l9OHNEA4/OChxX7XV8M27/d fBrQjZK1Gxo8SgDuJSssllOTHKVYVgGRR6En4BClMmpf6nCjAu7nnHMoqVc34OSzxAMcG53Ezyb6 9uC6QCdLnGdpdjcHom8P8cOKg3p0gXoBGacYNB0pEU1bzQ3zSp3Ml1TWE1yz/coR/UP7DR/Fs1/z ZGKnJv5adpwg75h9EhF3r+TqiS9LlrgRSflaPYS4RlR2sWmGAwh6Pvjz3d23eXnW2im3YdoE+GM+ zzsO82Y2JOxN3CkCEI8on7Z/9IjMIQjaCiUO9nXzj2V/WmCwBm/x3ao+pw40Uk9w0AjvTd7o73M4 Agb/YMk0NMIa6/nkuDZPVMAkMHny032tlxWZNkzEex0sYhV5lOmddPC+rm38p4UN/Xqd7F5uOh7P 3Za44bqcyzmww1nUfPfkhIeddEcfBcUo88bu/Qek+29e2bXb1BNc/Eq9jRdfjou0KXWf/OB6idP3 zcQ4aWv9y6RNQQfmRHpmluAoDfa6DEu6cOaVtINEKmdn17VP7Rel1z/ugOPj+equ5Vtv3BIHamIX N1zyR36E5B5ZugYlXPt1oMIFXpJ64LBlMacYpby0n08gXha9CuiIcLnhJYonR8yoytEb49kKX2n7 0d2bASWvPctzHVd/wivEJHCfgynnS5gFXlMX7i4GKiwGL6+A00EmcsmZKTqTB1vfimFht4YL3lZx mDHe8Fa55bl3IcRh2jxpCufRzsvcgPQTHLf8BwCrT0LOyrtKLFMyN8stDvTYn17x+JREk30IOmlO Slap2dH+KXj2LFdtKnuxtlj1l8altJC/kRE7TYPbPLkqJsO9ryUHxGQFcoxynz78iMGX+BD2egw1 OuYDfMmvqNta82OnuBqMiZ9wTOzq44Ovl1MUe2z5IbhKZzXIhvJ4TNBp9uS7nCaXc8HkC8oChY4G AV1fTwkeW9uTkCp30h6yq8tM//14TF/KxvFVOm0Utxu5BLXQESkGtT7tYXsrnc83MMk2x+Gc1qTg kYi/0w5KmXNePyK+aWdTfjkje7I1YodaUZpUqjiZVJR+4OdNZ7vzZ1nCM+tOp2qwj+s456efhlg7 7XSai9Ry1xTXDPl7iRXE71b4dwypNG/Dl5oIo2YbFyGbDQwWO1nnV9N1XQ+inrp4rTXOHqWamVCZ af7czyqROf3q3HWqQ5d3OAo+Gw0oqjU2LG592FFBVpQ8ILrofDml/Oh9Xkx8DEwaxEjT1vZki/Nh /bRl3yi2oVTAhSGpm9nP2Sf5vW0hGMXzAmuMVEHaiknzWURQccX3Uc1xVCutLAEB7LOWR9SFNOf7 03A4udo5txFhjve7H9mf3hIJOJvOfELNTmnpcIjRy9dZZhO+79a7PSR150nwZcZWmI+kO4v8uZwf hkxFLjZtIwqf06e8wTbRaf3uUbRBztY1elclHKsR6urVjpdclk2IfFcpOGzZv73M3oqJcUBZZwoP Mpn03yXrM23papvSKpnFX/B6eeB5lMwe4Ibl5+/gxbNsyNxYanihQ18EA+xtONeXmjYexuQ7xNHF 9m6s+xTjHBhS7XZ8HLsMqJ3adUyVChMqq3AcbhTEylZ0rygGBxemtYnHfBX0VgrqOGLdXdnTtDhd WjyRfNUTezv3I9YDHyYRXPOs2xHIxs/Y7Spgny8A6W7iA8xEgcpbBvD8bQ++ilOmzrrtRGapvnQu G8LtD4mLv2e1kflzq8bLn1Gdn8+hpprq3m3tNAySwuhgkROPw5g8pyg5F08zTTSS+/A+xLldsdYc k9x9W3b4jZP3GnSNv9bA4ZLn8rlV+MagcXTUuRmvXgFumZQbV5voQ9aQWt1ibj3fBCjvW4tXIibF r2ntI2RzNBmIRqTIRhteNTtChz0J1qVH/a0zBn7lkSMclFbfayoPRoMjGBh31G/FL2VZWN/XfN/A TYYjWTSFZSlOtZ5L0z+RMNidUMC5pBo509WV2CZjMM6hVnjLFW7p12+2unfd8YZt47FkapAy876W kCgBMumJDs2ImKLJksTHGbiqUzDfkuRdFnEn2MHa6LHK0am20j49cBprm7nkMZYUE5DJzK+zTZ4P q4fULkXc4pOKeh6imfz7cf/pdwm9PQOX1OBVD2HRla8JtpQNqXRH8aYV+Nz3y40gSjm3pzlskdUt 88HyCvTUYOO6i4yZgF0NwUfbx+SNkvbnfXL2p3dw8InwxwJtPqLCszcUQgvJbHcKgUf03EU21y9w YWJC4n2zc/Y1ammZH6R9jRz5s509/dSZzm9KlpXvLD2PcqIPcefMLKWQYB+fOYq61OUsM2BLdf24 NuvpRtNDNOF4NvQytBKlOtHFklWp2iZNyUVkqn71hpdRmMV27IX1Ix467kma4rLDGLza1R46ikTk t9pinX1uDCsMo+U2o6E7bh1kZz2hMHOr9Ic/hRZeYMyQ5URt9EgodR/s7nhJvFLK0KDpRG0Ez9P2 vFhS9ScMFIPkCcyQdQcrGqodsgGSeE00ukxtYLm0zLOUs41f3rP29ihfEp+/yHPs7zByJ+U4Kh5v FB3G9U4FfS8dV8pSTW/rZV8MbF0RLC509itdfRLz9fzuOn+wES/d1Ou9lUwKTdljAHVwSVN5XBHR hBt/wYCNaE8dPH/bqC8OGmdnPJ8j6pcuqwvJvvdR1AvW/czZeIOOMweLLRoI1mtKMz79SGYHWU5U 27vfbEZEU6BiJUv07lEDaz72q7fQFgS82jYX9zF+ANF5d+mu3F0A5mXqHVPquLYfsqnJbLTHz6O4 vb+GHJUKh9TECOXFKEzhGkzx2696qnCuZebTdGOHWPIFan+e+vBoSHiU4zLdr26QeJgMhDv1hr+S YY699DV31DzOidsynVI4952m4kGwAyao5roj1HzwwEp8811QEwyOpZHl9oF4si2WWAnKI7LwZDTJ ZmJ674NYAJn3U3Hhwg+oME4KLs/VkbzNRWJPO3tdaxA+PuTOrIQ4X5EGSd9Uys2sVYisqPF5YsB2 JZ2vZ5kdydG2KHxwtkj8ZLM5GubQKmuqvnNO11aXwDixiKrgKKiZ9/ZLwzH2u9j3UKjHD2R9Tyr8 5UB+X/nYQjOxFr+JKt5zV+NrcOK9gnWjd5aDpK6qlMMLXMSs3nbuCUE8xnb+QsypVd+rsIS3GjSC 8JgZlyXrCGvwJBVv8Iy0c0tepx3XXETdBPr0cbFiMDCgzKOOt4L5bsWjh4as41SloJcRdgkCVGwt OVC+u/2czQnKUuH7nRgi+lwqGTOstQ9wYvzbKKc8Aa8SiO8XXUqKSKjkWyvBKUK/HdKQvXuw/w44 JpKsODB3o40/xsAFNH6lv/Plob7KphALvm6nf9K5a3RpmSvyMHEljx4f80lCMiFlN0vWr1+w/Qki 8KyMGra1GX3MzWxSH7eKjE4jk92ZhU4UxZdGJo5IYpy7bQ5pPByNiobQSqwFl/4sLEXx0KJGy36m x0Mf/BMeFOaV6/O/QWg4pNhldPX2r030UTICzhDTptj1XHD3WLGzFJqf6gRlCW9SCIYqyTXpwScO OTW4i646EZgZS2qxpl6YfVxV66e6S4Pf+OlIzFx36brWHfMqWzVNXYjDp+ADCN/ZWGZ23TKIpqrl zNonaSpilINO/WRz4rzw2zY+zsXk8jnrgdRtdcWVmZxXgiJqOmuJX+QWNI7NaiGusvG3rNVeQ1lX p75UTlVb/Slrmy1sSMuQxnuYtlwPzKfezg7ZMYjRtKXfGQrV0TYdeNtHJ9MwDxan75q7f50hnBCG /sMx8iOD58FbTLBeT2HTZB10FkcpNzM2cK7djOGG3yur6HxQ3vqJobnSrZJaU1VbgGN0LF5ob37w w4mayMKKCIU5qIxYIFG78d6ebpIvFKtbIGgxpEyttt2SkYU2+U20Rn6xaic53utJ2ouF1TP7WPMf odnRHt81ub8MJ2jdlf/mqqLQprDWe0nvhSD3NmnJzjubcUSZL5yq7xH21X3xKRHZexHdIZke17F9 F9N65A2ikEGdJ81IeD2mooqAgixgPaRIp3PDx55UPU9f0T8+F4vJcwkLsxsCq7oGT1zkjX3tWdku 931PeDYjmkC+eHBa3YNtm1v0rrHM+F2Xv1au+qUV0aJIcNyuCt8hlwwLX2+8h6Wx4b4v4Jn0vRAy 81gs5Vgk+NftyI7fe+IfqpFXLRXu02lkzeqF1WE3a51iNvgfzbhy7TxyhodCF/FUtJgVhzyQGA/0 VMZt8XiY66b4kkwkY1bDhQwLCG+O64pCafcXjGo5+Iz0gQXL7QvB5KuSoNkRI6l2BU+OUdWxdunp zukEH5StN8VlsNr8C6fTUK34oQCKJJZt/es1O3lNzgIrJ5whns7N+z6oez5FZy5FuJzxmlEbEp3f HbL9z6ZVzpu6Uh89uFom51x/J6NOjuxzTJya6d3Iqs8Lxr2QV/s+badSrnrX5UJzSKvthOA7f5AX r+Kec9Ng4HGoRnIoDcUPhjenmo4a2dugNlG/WJNkUdqe85nwmsoPPJKtqbO5OHZYj9uJmEXvt4yQ +jQmlAgvbn9QyAqh0c0kY6nCf/iDpngEbjMTvFhFwCtey2w+cPCk2eF82pUlCnbLX4Rgfb25s/p1 JROL8gJlW5L0QmZIUJpQyRPEW5ao/hLjQTbpzJ4a3gityPl1Lrx5bk0Fw3Y3VvzzM34ZFa90kXu0 MGvoQ62Bxr3FGljiQrXTjhlQJpyyROF8eNH118eSNTK7YMA2h7DTvGpD+sc0PFbXel2kIFjyKXQg aeWQ+chp5Mbtrcpdr7hvarLlaU7ilIkjeyIOwKO22xMnSYEYjC8RKMH50VpFU31XdYOgdR5U0npd A4JikWTOdunOQ7wN5wSO4g9mIt00de6kF1qJwOlwzrc4GhFpT34pWATKYU3S2YhtkmtsIEo/vtlU /dwTs4EQr4ytfcxH/LHgRHiMloVnjLCmfFjx6RTJI6/NO58/jZ/f4GkZ28KlTsnwacmbsUVaQM8g iqjguczxGeZgIue1+PLLA79Udb9o03FBAPQJQaP36wLtetFAkVfy/cGWzfyjhPcXxxQK2dWIjZ7t T2+hPlDyVbXP+W3fcmn3GJgfgSW/DlstuyjurB33SWXbqXJhT0bU54fP6hmUPOZ5NSHrauQYeY3J oNyzWEUKvtGCFBj7UpsfTKI8UDZiHtHFxVjPhWAnb7Mw+BLnikLrPo2ZUgxYduiOB3u7YL4bIz7N TijauxmSbn1EJGTxCe9q/0Z4o/PUzPb05Xeub8/2TPnpv7PfgDne+mUyFKOsbUqNOZ8ieGIaMdxw IustR1Unqpmlbc6M6Dy1W3bqDaR2VYsHH5SZrxEuyYB9cEendXsQTY8jmvlmcLJ9gluXwgNB4THt 9zEU+yaNnSuGyMYcLrNCaqh4l6MyOT8HDTBd8JW/clUzfjVbynxmn3P86NtJL9etXdywhcaD0I/2 J9UsMEDApGaJXiK14rSf4RfmrwWp6cmdyY3rb6QyV936c5r6/AlslS8GvWzZkk87R4ReeM+zPMIR FDIHNavVMp4PNgHKapikiKNH80WqjgWOHVkAT12bgvQqhvmrX1wJ6LRE3aHUdaHW2fh2X8jHRkOp gjSR0LvYlLHwQRPMTPpn3sdNtkkTgYnujNzDNx2RDN407ahRsyywcAf1t5uLT0s2cxlfeuvx+rsX 8GbyfymF9LNarnb0BS6yOZS78DdNcRtIaiq1K4zSrdToUMz7YoYdMc9ThzwOEnxTErazTKHcopca hmwryHUnaCG+q/WKQ0vwDEePILjX3N7NwJyZ99c7V3Odhyei7snprDuz6wSus3if+dxYec2i/Z7W E+TDsLkimiYFqu17WwmadwxILWjeX8frTVxoAhZOaTk+OBo8Ydntow4HhgL0SS/6Wzw9002c1xRy aC7u4yfJB/NOB1N4bEK+FbxZdsLgfjaEsZwETQLIHk9c1jnQmqxJ57BnNhgycySMszmswHTv5Fn0 eO9c6N0zm3+k2s2+DJC6jd1vWyVggDDO+nCu2fPfiuQbkry1vUgUh4QX2SKtIKDdzvX+4erigLca uTYq3quVqLq91NZ7x6aMoncIAusaA0ZEbHaoJjuk8nM8vPU/u5gxq5USK1Dk3N4thLsUBnnevBCL sE9zjWYisklkcrcOIBH0wLSP29z+OXan6ldaJR4VHyOj5/TCAEnwYEOqRnRngewBl1rT/SoQvddW JP7SGf0FZi8zhq+W8dUU47rg/+FF+P8L/D9RAAyHWrugkE7WLo6E/wvVr0cuCmVuZHN0cmVhbQpl bmRvYmoKNDUgMCBvYmoKPDwKL1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUxCi9FbmNvZGluZyA0 NiAwIFIKL0ZpcnN0Q2hhciA0NgovTGFzdENoYXIgMTIxCi9XaWR0aHMgNDcgMCBSCi9CYXNlRm9u dCAvWk1CWkZYK0NNVFQxMgovRm9udERlc2NyaXB0b3IgNDggMCBSCj4+CmVuZG9iago0NiAwIG9i ago8PAovVHlwZSAvRW5jb2RpbmcKL0RpZmZlcmVuY2VzIFsgMCAvLm5vdGRlZiA0NiAvcGVyaW9k IDQ3IC8ubm90ZGVmIDUyIC9mb3VyIDUzIC8ubm90ZGVmIDk3IC9hIDk4IC8ubm90ZGVmIDk5IC9j IC9kIC9lIC9mIDEwMyAvLm5vdGRlZiAxMTAgL24gL28gL3AgMTEzIC8ubm90ZGVmIDExNCAvciAv cyAvdCAvdSAxMTggLy5ub3RkZWYgMTE5IC93IDEyMCAvLm5vdGRlZiAxMjEgL3kgMTIyIC8ubm90 ZGVmIF0KPj4KZW5kb2JqCjQ3IDAgb2JqClsgNTE1IDAgMCAwIDAgMCA1MTUgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAw IDAgMCAwIDAgMCAwIDAgMCAwIDUxNSAwIDUxNSA1MTUgNTE1IDUxNSAwIDAgMCAwIDAgMCAwIDUx NSA1MTUgNTE1IDAgNTE1IDUxNSA1MTUgNTE1IDAgNTE1IDAgNTE1IF0KZW5kb2JqCjQ4IDAgb2Jq Cjw8Ci9Bc2NlbnQgNjExCi9DYXBIZWlnaHQgNjExCi9EZXNjZW50IC0yMjIKL0ZvbnROYW1lIC9a TUJaRlgrQ01UVDEyCi9JdGFsaWNBbmdsZSAwCi9TdGVtViA2NQovWEhlaWdodCA0MzEKL0ZvbnRC Qm94IFsgLTEgLTIzNCA1MjQgNjk1IF0KL0ZsYWdzIDQKL0NoYXJTZXQgKC9wZXJpb2QvZm91ci9h L2MvZC9lL2Yvbi9vL3Avci9zL3QvdS93L3kpCi9Gb250RmlsZSA0OSAwIFIKPj4KZW5kb2JqCjQ5 IDAgb2JqCjw8Ci9MZW5ndGgxIDk4OAovTGVuZ3RoMiAzMjMzCi9MZW5ndGgzIDUzMgovTGVuZ3Ro IDM5MDIKL0ZpbHRlciAvRmxhdGVEZWNvZGUKPj4Kc3RyZWFtCnja7ZN5PFR9+8cTwsiSLRFOZco+ MxhbIjtpZBlbUo2ZY0yY0ZixZStECmWpbNm6iSiELEnKWobsshdG2bcI4Td1P/d99+v58/f763k9 5/xz3tf1Odf3c67rOtBD5lbyOjiSE2hIIlLkEQoIDUAPhUYjFAGEAhwCheqRQQyFQCLqYyigBoBQ V0cAOlQ8oAgHECoaykgNZRUIFNAjefiSCXgXCiClJ/1DpArouINkAhZDBFAYigvozqiBxbgBViQs AaT4KgA6bm6A5Y83PAFL0BMke4E4BQgCAeAIWArgBOIJRAjshyMTojMJUP0zjKN6/JXyAsmeDFOA FMOkNMCwiCMR3XwBHOgMgZmRGGeBDCf/H6Z+L25IdXMzw7j/KP+zS/+Wx7gT3Hz/pSC5e1ApIBlA kXAgmfi71Bb80xwKxBGo7r9nTSgYNwJWh4h3AwH4nyGCpyHBB8SZEyhYF4BCpoI/wyAR97sHRt9+ OoCdRemeNbST/ddAfybNMQQiBe3r8XfVH+qfjPiHGe0hE3wAB7gCHI5gCBn3X0+Ovx1mQMSScAQi YyOQKgCGTMb4QhirwSAkcAUBEIg40AcAfRiGYQpEEoXxCsDoSQDgTCJDfsxTWQWAeTCGQsL9iP8M IRUBmDOJSv47wBgcDPMPqQMw7N+EgMMBGO4XRAAw8Bf8UesfRDDExF+QISb9ggyxxy+oDMDIvyAS gHn+ggzjlF+Q4ZH6CzJMev+DioyDfH/iv09KV5fkc0UeAcgrKikzvl0ZUFFHBvxvmTWRcJkKmugD SDgcrqak9DOKpZLJIJHy889g7MBf7ExgLAwI+oBYyIceEvZ46KV7ZddzAw2y3uexyjDp4p/fNnv2 qrOaM6TvDpNb9lvTyzLDxXYbj5P4uemsdAnv76KekS/8LWiG81cv377fvU33ukhP8qsQtVtKQvlO eBxeC5nmqSrrWplBMp3pGH6XG2//sD51oWE6w1xKHz3JNnhoV62DV0ltcqiKqp1hkpt1eFjxUaVD lrz3L+dGKIcPefPGx7IMtYUEXgpnL5cdWCS9oPJtZLGnx21fYMbRbC5u8+8wvQAEYlKMOWncTWIO 350XTOKGPBdeQoq0rYoqfbcvYCLP4GWFXrmOQcWPv7NP3uC+qLPZbWdk5dETl2sPTTqaWEm813ZS zyE60lQXq/fRYERg4rZU12i8SKnq2ElJOm10Kukbc6TixXRkVHfRgJUdjOux37B0W1QlR2x3riF5 ZF3QczkqeUvE9iNmQj6jRECp6TBmPMg3MWCVOc5RRtgvYS3TUSDm2euyPEXX+3KKDcV2+HDx3mfR grsQWcM2t6JUETm+U0858s/R6zOk6wQCbSJkg11GVJv9vYTiFxGX1rWUdgI5YRLQY8hWrrQrrfyu e+bu+r3cG7WEeleTGG60exYqiw866f/srk9L2NB3mEG9ZeXdQB07ofPtpJm6MZm6zmfTwYaDQ6rN sJHF5cuc5fPnsuwe52dpBp5921PjWH9z5E0bR6WMmrSYwcPaC4t3SJ9mjLaaOPZNp2C+dlq/HGke 2G8XZuSlUb9Q1MLXsfNMgZ25M1Dxan/KmBtaCbQ+mr+pAT9os1GYunDFkeWmkYun8XAFSTvFqtVm qJOv4oS6MC32qdVmPOY6al85k9qdKE4+j3pjzzomuWFShHuRaGu66W6tKr3R9+muk1CKGHvFgEs4 Irs5wk3wkaZU/2ATf9jUkQcs52NUPFqZBx5MBr7HM4MJzctFYXp6LzX4xq+XTWR+y9ffsPLpiGqZ g7tyS2k81NfVTjqzHC1rM7jqp95a3KDX/9kFtAhwZL78LvweEDncoKoE0bC9LZcUMfv8rL/Qxn1z Nse0A7bRDc78Vi0S9XzdqTuhfi2dXeR1dwfryrsdASe0CAtoft8ntWKOVyWTagBefLW0YvtpTOrR Cfc5nt4zvOOHluenpR3Fo0p6/VygS62zR96e4MvNj/DSsM4zknNfOvGQt8voUCY/VTm54Psba76+ iPvPERArRZPzHmUG1ty84U1nHxyLzZXbEZn9aqjyJYMw2SbTlUXrNb9jmVL1WSo1Pp0N+V0bd4yJ Y8/XqlGVGwcy9ba0BYcVhXpPEfK0ensDWZQG1i/pnL/1tIet/EXrh2KJTfs9s1ua3VEwcDzPFtUm Aq5O0B3CNs3OXfSUCUoI/BQqW8qzm5zVorAZ9iilZYw+kTNtw/55fF5iWuhuWq99pLXsrccpS732 IncgfgnDfizxsAZzDz2ft3vSYJhUVBoXTnibbDM1qcwz2DZok9ZzW2qnmn1tvKAFuom+dvnFanZ3 1W26fAI6t4u+pbBMCIBcr6mtaJ0I40dvs+lJNe3acc6tqQU5dyqmvTTjspMS8vyWKVpJdezBWeqh FfuWlvzkw6OXSniyn0aHbcdxLFk++KQx4kw//KS2ndmVlH72wjD2NCGgMt0jhDv49GM69MF17tQ/ btwx39cXWsxudsM2mvVc9ZN0FjOaMvuBrbFgi859643l3sYkhEPp5xPkuNUnvJ8enPJKSi9DSReN t12DYENam+bY4zMTsdEe0fmi0Ed2PeOl/CFeLwYCPXA6icq9AEtsWZ3A3JQ7n9CrOvvAGfhB44P3 OjbSzQy8juOVnWP9scy7jxZNvKXxWSaOhSz47xcr7N/AGxUm+dbWzjSZ7HU6j9kWKg5pceouixwJ y/D66ialevBzj2fjWXdouWwDiDi1Jo7PEp0uN38OWvL47ariVVQ+myD5tPrzRl3RWBoUgb8Re52V adKstIW5n10cy176El3YwJrDvM91x/BBKrfCLEpT+Gu7hzqp2uKgWsGh5Zxsc58L09d5OXDtGI7b 3J/3ZuXH+bPJlV29yjn/SEf0+ak253arJub9N3PvfRjNMWxGLn0T4hIekrBIUTTTqBxOXnuYkuW7 gtejLz9izfzoMfcOMQ3tykx8+HESo5Vkra7zrZI+eFJVGvzytXaf2JHZu8go0UTqg2lR16X2/CkH 9Ojaq5x+yyCJr87UG57MZ5U3ngyhzmutcJ/Y63qPM1boTMBCx5LdybypT4SpcuqjyTIHJcS9VMW4 kq7A4zwS1IRvSa1dswra2HNC+VfGDixrSdlmCI4KpjYXxDpEH11R31OvPayy0k1OUlnrpap4D9DC FT9dninRKOPbHg8xabtVK76HMjTfrGqpWStpv/PS+RRbKtoZ4yNivpqgInpq9wYkCwJvvkV/5u0i Wiw+8VjNnr7b1ObC83NFHzLs+hygyOeKZqFgcfDr1dFopsPwyeclNZu0ziZ62Px9y9qe7Fr9CBbc rO89uTquZm/yqT1XmaOWAnqC2azmam6qE6589Ey7kYczKG6Lp7WjU+5bslm+cftjqrGSVhAf8em1 6/v3+PoDs0WZFTYVzV8WX4xIZ05v1sDvVB7vezJwZxY1e2ZkC5smLNCPUlx+aBpRvckMUjN64I+t Er3T3lS8g5/YzRMGZxaxN02atEomKnv4P+9XTsUvyzciwjHGI9z83USnuZ5K1No7AavxwGkfHItC iuuzBIFXonNx3zjiI69FRcJGjx7cnRge4B9Pgr/ExeErQBXz8NliZa6si9Er52IlVYcvI79nhx1B jo+d4bxVWf5GzbakauM7f7HPlK2pfHPxtqBdmdCCfGiEc+lk6nTzyBX3BfDJHDUwAoK+U7PRNR8j 85otudCYOudkK8KvmvxRtr3LrIX42tFgPHhrMC9WqqaTdfjMHk8VFBSyopzVJnNJT/JgHK9GjMa7 bBRXbDhHb2WI5dJj3kF5dvkBS/b0GGYIcqRhb6yA5A5xWLncBEqeMFKrCWVJ4yVrKEeGOdgkJOsa ae+I7RfqCqeXe9kopBZAgk7KaDtgjcYELSxX9Rz82rsq2M1hM68oBi6anILSY/A73LQwP0pfWEOO bbu1c81+fezrzxja6sJbkSM8T2LmWriEvMgRi3wdRwygH8AWJT7q/B5U15O+I13R+y9yGRdWtpwL X7oZ1AiT+LSIXhSWHRwU5r3LblHr3jTgSW4rEla3nL+4plTyx2qO63hf9avxQRMuHuxp1zfAvf4z YfKCj49bROn/QXh3bHiXwQne9ytDnBbxx/LSsyUL+4uTgp4VnORKJk57TkqnafLNrTU/Q291eTbO UeyEkQlamZ/SM6cH1Pk8DMRUD0k3C4noa6ipDG+D8ZCW2MaohRw/tXoeiVOoAtcdK5qwfSTI5FQK r4PwPXJXzZXN9Ra9UBpk08hF+8bKG4D89D7GX5sceXzQkuVwdkK2xyCqDXm4cYZklu/oU90oOrye tM6FuCaUcVx7e29zETG43JMc37e/t9hdK/LI4P7mXa8MA1iz5bxVs63Y50+fbwzkhacL8az0Tfff EJgVEODuWHY64nQF/YjgI7YOOZQcBNWbFDCfvmFbjq/a8YquOq1mQ4O4FfbfCHpKb+hJxanpS3I0 mYnTveozJ+mzj5ByU+upMq6TaW9vRjvhEXmvSlhYhbGa7JfntgkvHJvijfqND8te2tw3qj1wwJjA 9EZ969vbby2T8Rmjo9kUyWBuo/BA/1UbL4jMaTkZ6/aRQGnzPDe6QS39+fofrka3Ad1KWlrfQtbB p1+nWOzGq43NWm7d3CHO9UT6PzgcH9A3b9UVGsjkPkxHZ3V51tXEbGvmLxPXXCvN1xvw3wsQWlEx i40FWlW37MJ4Br+YlZ8PbVp0lwya+EyMnYms9r3+VFAkyrusAz7Ter7qJhTqPKZjTubu1L0qMW+m VGb31IJytU6GGn0VYJtQtAh39MyvqombzR3fvrjrmGh6quz1DCtLM/rFD1Mo1c82/rvlUTvjYn5f bu7g7m/IHKhjykS7XdE18hLhLBPf5YuwPQlj1bUofI+4C4lmM9cxzzG9FrTNQaXJaTpdqz1jdcl6 Db9dv165CyAOJhgFGTyVpqU0Ko7QXteiyzmjNRq0Fiwq5MNmylP0IiELgbHdvvqbLXNFTI4rHh0f 4CYnSznJgjILTHFfmDpD/NQ4K+qNTfdlO78dD49v9poU2xrChPmYWgtzkc7GbS4fsTTVu5SU6IyT LpZBF5LD0o7fMGknWluVHlig7SujC9Oxh4wflqixmnxUEccWrLxHXrXBaM7aM03EUCapB29WjCzj Hsq4HIbKrxQqvu161dEjIU5yV5F6sJ7zuI1tpzjWCRm8mDaKhv8fL8h/C/xHFMC6gRgyheSOIbtC /gcK8Ps/CmVuZHN0cmVhbQplbmRvYmoKNTAgMCBvYmoKPDwKL1R5cGUgL0ZvbnQKL1N1YnR5cGUg L1R5cGUxCi9FbmNvZGluZyA1MSAwIFIKL0ZpcnN0Q2hhciA0NAovTGFzdENoYXIgMTIxCi9XaWR0 aHMgNTIgMCBSCi9CYXNlRm9udCAvV1VQUkpJK0NNUjEyCi9Gb250RGVzY3JpcHRvciA1MyAwIFIK Pj4KZW5kb2JqCjUxIDAgb2JqCjw8Ci9UeXBlIC9FbmNvZGluZwovRGlmZmVyZW5jZXMgWyAwIC8u bm90ZGVmIDQ0IC9jb21tYSA0NSAvLm5vdGRlZiA0NiAvcGVyaW9kIDQ3IC8ubm90ZGVmIDQ4IC96 ZXJvIDQ5IC8ubm90ZGVmIDUwIC90d28gL3RocmVlIDUyIC8ubm90ZGVmIDU3IC9uaW5lIDU4IC8u bm90ZGVmIDY1IC9BIC9CIDY3IC8ubm90ZGVmIDY4IC9EIDY5IC8ubm90ZGVmIDcwIC9GIC9HIC9I IDczIC8ubm90ZGVmIDc3IC9NIDc4IC8ubm90ZGVmIDgwIC9QIDgxIC8ubm90ZGVmIDg1IC9VIDg2 IC8ubm90ZGVmIDk3IC9hIDk4IC8ubm90ZGVmIDEwMCAvZCAvZSAvZiAxMDMgLy5ub3RkZWYgMTA1 IC9pIDEwNiAvLm5vdGRlZiAxMDggL2wgL20gL24gL28gL3AgMTEzIC8ubm90ZGVmIDExNCAvciAv cyAvdCAvdSAvdiAxMTkgLy5ub3RkZWYgMTIxIC95IDEyMiAvLm5vdGRlZiBdCj4+CmVuZG9iago1 MiAwIG9iagpbIDI3MiAwIDI3MiAwIDQ5MCAwIDQ5MCA0OTAgMCAwIDAgMCAwIDQ5MCAwIDAgMCAw IDAgMCAwIDczNCA2OTMgMCA3NDggMCA2MzkgNzY4IDczNCAwIDAgMCAwIDg5NyAwIDAgNjY2IDAg MCAwIDAgNzM0IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCA0OTAgMCAwIDU0NCA0MzUgMjk5IDAgMCAy NzIgMCAwIDI3MiA4MTYgNTQ0IDQ5MCA1NDQgMCAzODEgMzg2IDM4MSA1NDQgNTE3IDAgMCA1MTcg XQplbmRvYmoKNTMgMCBvYmoKPDwKL0FzY2VudCA2OTQKL0NhcEhlaWdodCA2ODMKL0Rlc2NlbnQg LTE5NAovRm9udE5hbWUgL1dVUFJKSStDTVIxMgovSXRhbGljQW5nbGUgMAovU3RlbVYgNjUKL1hI ZWlnaHQgNDMxCi9Gb250QkJveCBbIC0zNCAtMjUxIDk4OCA3NTAgXQovRmxhZ3MgNAovQ2hhclNl dCAoL2NvbW1hL3BlcmlvZC96ZXJvL3R3by90aHJlZS9uaW5lL0EvQi9EL0YvRy9IL00vUC9VL2Ev ZC9lL2YvaS9sL20vbi9vL3Avci9zL3QvdS92L3kpCi9Gb250RmlsZSA1NCAwIFIKPj4KZW5kb2Jq CjU0IDAgb2JqCjw8Ci9MZW5ndGgxIDEyMTMKL0xlbmd0aDIgNTczMQovTGVuZ3RoMyA1MzIKL0xl bmd0aCA2NTAyCi9GaWx0ZXIgL0ZsYXRlRGVjb2RlCj4+CnN0cmVhbQp42u2TZzyc69fvhagRnUS/ ET16DdEZJQbRWzAYZoIZnYnea3Qieo2SqNG7KCFK9JIg0buIHoRnsvf57+Ts5+U5r57PM/eb+a5r Xb/1u9daNyuTlg6PnDXSEgpCIlx5BHgFJAAFsLaAICDAy0/AyqrgDIW4wpEIRYgrVAIQePBAAJBz swUE+QEBUQkhcQl+EQJWQAHpiHKG28JcAQ4Fzl9JYoCcA9QZbgVBAGCIKwzqgNawgtgDOkgrONQV xQvI2dsD2r9uuADaUBeoszvUmpdAQACwhlu5ApZQWziCgO+XIVWEDRIQ+zts7eb4nyN3qLML2hTA gTbJCaAtWiMR9ijAGmpDwKeBRNeCop38/zD1b3GQm729BsThl/yvJv23Y4gD3B71fxKQDo5urlBn AIy0hjoj/p1qAP3bGxhqDXdz+PepqivEHm4lh7C1hwL8f4fgLiC4J9RaC+5qBQNsIPYu0L/iUIT1 v02g+/aXBT4DPS1tNVXuv+f515kWBI5w1UU5/qP6K/kvFvjN6O44wz0BE35efn4BdCL6+c+/J/+q pYSwQlrDEeiFEBEFIM7OEBQBejPQJAJ4CQBwhDXUE4B6og3z8SKQrugrALonPoAN0png1ziFhQE+ K6SDA+RX+O+IKMDniJ4S0vp3SBzgewZ1Rv4TEOEH+Fw9/mABNMOcodDfETGADwFH/A6IigB8cr8J XUT+N6H1Ff8hMbQ46DehpZV/kyDAp/Kb0EXA/5A4+p7Wb0LX0/uH0KvH9/sVBfjRqdZ/ILoG9A9E F7H5A9FK8D8Qbdb+D3wA8Dn8RgG0MuIPRCsj/0C0suMfiG6+8x+ILuTyB6J75PoHol/B7Q9E23D/ jYLoQqi/8L+vorw80tOLR0gY4BFED+qBuDggJsLv83/n6SHgTm5QVUX0aPn5xR4I/xW1cnN2hiJc //r20Vv+H7aBo78JKNQTakUwO4W0kgx++qIutMRXKX+kFJvrhrxtfZzG247x1ltBM/E37F99eOTE tVBteP46jZxoDXuN0eOS1iWyxfvxEOhbgFNc6uTVmrvFWtqzRlrDgzQwatWR+TRom7i5buJoR+SG 5tjCQEmSUUFP5n7vdq4Wh6LuOu4cE0aniXtNZ3qwqJghKM1eLyykmk2ISZsk1akkXDhs3oMkKeHm /Mcg36dheA3cn78jW9zIzvPxchKvTI82x2RNqDImRZ8ghienYVMO9jBIVLQKtzBjdH5MemPT5XlZ Bp/MiFAdW1wqYkIqIxEiqtTAkjD5YZHGuybTlzdwbiJkIEfdQ5C3eq0o02WOWsOoE8j71Jx+ynv/ QH8eUaux02QYcOP1rFCt90Z+zqgdx+NpVU0XfIdjyTmb5rOU2rAvKQoCPuYQwlm82FRVMiTL/Ff+ 02qP+ZfYplGkGeUZLykjuxe1hi7v2+wmbNcM4nOV4kYvWirnChmPC34q0RrDSi4SVxe6dt7KpzGJ cEdYmSt1d8DKfDdsH8RiBVR6N4I5r/F9jK5fQkaTS1SWZ7wFAhkSkgsdmMJM5FJjn1HlGjpqdb2n 1VDQaxY70JuqFhtOOdC1PSXOzSIO8TQ/ioMlZQyiDs7KDSZP0xt7PprtPkk1aEzxSU8Z+ugyOWV+ anzebOMie7dpydrIGejLHnVBsbmrJWKOeNZsE3HeiQ6LnSLB3cubr6IuD+/x/fjtkdMKBYFwMv2c CKxYvZ/FqSgCk4ZEgkbYUevnq53TOBnbMXJ6Qm9ltTidUERG+JoZXLAprEg0dKvyRmLEGZgyFb87 leEZ/24SbzVp5e3245b3wNGSe5dQukDdVnOlpwLRU/xmMR9+SN4thsawlAYL350WeJLSVrFNVwzm F6Pj3XFPfglcoUYiT5GO0kPuHE1KmxkqhuKMiVHw52SZqPhbl5F+WFrAsdnZJZtsWVmu/snHWN46 CLHvRpga28D6EKUivPFo1z3cTqYOdb1Qm17XY3yK51UQ5bbH99a1Kn1QniZFmvIKe6f0x97QUbWT Fkk+QMKLjP6QL39OqsPmNLiQ1tLhpw2dZzoK7HplZ7/lFHcTgkvjZHMYeaChoFYgOKLbA4hiqymG 7zayq7VGX+mvRNu1EKnrsEUxN86/aisQOr3yzTblMLpqag0z5VYurPx+3YrhbCcKCJtVKE7OlOA+ oZwf28joXX4GVBH/WLqDucdjw0FNoQfUe4ypN66ySk3SNHyijiU/uaGygxPf1eG5odd7UqhvAGIS Mj1dYh7Vr0xb+dRkyJpnLtjKYm1cK+w228Uwg0GndCBlib152Soj7oPXW2RBSK9BVKg2QscVFxxv MI8S9WvZ2ueTfrE5kFACQHWdjaHs/WNfDKO3xgDJnBu9htrtY4VTzHT1Q2sigcUflr7y9LMKzGwG H9b7QuXwQR189OHYTn7GWtVPQTQo8DrQ0wtRe2rTIm0/rPiDqvvNm8sdcbWX3fGeiENBHde+zlHs Iit8nLvSM5ifJfAfp8/jp8tTfZfD7Ppi/ySmojiovptf8Q6pvfOSp5lXZMkS2zd4E3HR8XjZhO8g jsSZbnP/4TsN0ansqnvsLSQj23t4YgG3ZR9w88RGiBTGkcJFVdYxSu8X9B35RLDCRzWcaF+F2THi 4H52jgMnKSfQ+gydT8OiNoMFGEaG2FgKzCqc1O4MGXFuQuU5gkHr3z+71oZjVdRw7nLyfi3J/bzJ q7M9w9DVOfLNsuol9/ErbUHCO5FiL4KeX6vcchfPKwI9e6tqvq/5EGQ5SymzMMMT80j6siP02+LP KeuUbkVP35JvF8NiM6/9Wng8IPWiwhKB+j+G+SP11iPLW4OEhxPkr3kGuLq8L0Wtqty/X+Wakpt4 8PzYsa8x9O4zH2D+dm5zbyw893C+7yOK/YuSBcHehFAebCUy6zl9U0/nglyYV2n68mxnOxVqULA0 GC86JvwwsWQchTubjaDNjeA3yj44CiQLBGe7sGJoOc8tmlHkrvgB6iOLm749T/CeG+mj9oPMKory Kh+Zwdx43zu1MmU5udFnJY6c3bj7w3A9MDqOLCFnE5xFaPEUUlozwsImI2fxPYhhPZYk2woDS6gh 9tOjSp6SDnr1ingTJPTrBsHIVP39oLm+1Jg8HLPRaytXr+KLnRqKMnv61ZKyMFM7Fp+Rk6p7l92b O/QhrN2KiV2GvVXZ+++96G2qBwzFE7IH9H98N99VPbO8OXJ9xUNwvjV3xPFBqPVx8OsIEQxuJ5qH tjwLqySWatMWkuScOPWYOV7fVr173IYkPU4PvKWKKUfp0xVEMd5aS77oVphdCuHeMNj0NmCdCBIY tCnSf4PE67scnHSfI4PZrcm9c8YMqmYeZ+Nn0J8oAMTfbiMsuwNar0uy5JKhPtS3DzuXizvfMMvm /QyQvRXkHSGslfjWO9/zyh8Wa4xX158fFD/TY5r35f4xRTmHlm95bwYPm6QUlQqzbVJKWm8h1KL5 mnMGiSEhJX4fBhJ4oa84N2wRVUP+Q2AKRBLl+MNpuGppE0h7PGklxd7j01YWEsFriMInJQjfVmUM Gpn5OmbZpLj1s2eSccXiTfRi5iGl61AvjNJ3lXXieY4kM7fg6WIb8PXEAFRU68HknseYjnkxBEpH rUT+mHURiKRo2H4BGfWp4JK6DCxPsDmxl22puYhkqdcpf31Lu70mE84Vunq34+GcP6ES7RcpJRXL xrqpHMiDe/QSnVRG4n3uZOE+l3WyO3Uh7keZ0o9U3/AGzcUJVf+w3g6v6liIyxoVIoszmwSg+iR1 nUd4say57bW9SsTvggLpt0Y5NjRbpb/ML7jrD4kqhzhkEy/40Wq3UiVieBws295citouY3ZEftci cxGDJXyweK+9tlNsYUfNd9x0vRgaKvguC44YxDlaIH5r2SqPWyoY9o6BnS23vLTQcajYm05M0fPe 9NbPwmSqr6n2CpsBnDKgwM3O+60YuNSaYi+RywMYUZ9l/XHGC8M3IrhxvNbCHbDVCXiygay5qzSR 3PNPFzWCIdnDK9oqL1emdKKmA6dBJ2zTUdhBi9IzOuUEqfmp5SlPug6YpNXKSbRVSBxKBqdwzV9i PfymXRk3oUVBerDRr8lSeXvv6ZnsxnKfwNDSd0cw4QclX4fQ0vfkqO5dFmnOtHxWOryK8Rf0y5d6 MEG7n+skDpFWjKsJ+psGsahTM5EXwTQ2xZ5B1QaZOHFca7ZsX/WdvEeYMR8khl2AWQx9qaJEIZy0 75qIXvik4Dx5qJ1mW9vSg5cHqKPGk38KWez9gJ7q3prTzd7R+3m3OcZx+ajvpF32rjwFufJonZpK 6ZnfLWu4ZWslkuGAdBo3smOxa3rJ9fquOrMaKe/PgJbaLD/6uklLm9zFblzJSNLBUTbfXXNB/0/b WAP55PAgrCbaFUrJiIWXCcOa0+WJTwOsD+akv+CSrVoT7jZV5MX1sxbf9tWh3y/fIB6x6LCxMypg U6Adv8nYtj2TQMskTiz/QExninUYdkbVrA8ybafrTBtwMvuaptDGKJGHcfaGqpCE+vzY5VxsmJJB FTSu3k+3ZTkwJMntN+FgQvHGAJvh20IFUlVTf+X1hijDENGyzHUmXT3z0f1od2qdB58KOuT3a8GM vhgMuXIickyDfvoOWEenl6a02FuiqyE2LNMgntvj0aAJ3deDytL2h7lxrFsutiTQGuCUHKQLPJYr oKifkr+5r6LRByKpZA21Wok6DDCkPL6Dz9Z8aJjawtCdG96+ijvyadXRKHDTHEXsO8KpHBAiKZ/2 qu4onwN8ajoytpvyWZPfc0V+Q3TTpeltgkag53r3rUw+fgk/j9pqdpkXOHyUiF4OuBmDNveaIIOb CS+N8vrFRqfhBEbq2MzZjc2nE5XPLKVtyS66SgOfh8HnTlKb7l0PeMuQD88YEd1RoQumu9kHITmZ 02c8ojKYyTlc1+gUmy543Wr/7AL+g3pAuTunKZLLqIo0xm7H66m1UnWSeun3LYP+6lkMsxi4zIRq FeXoWgsjOe+hit84VV23N1KA+t3zUiWmAhfZTUxXUtQU0QLnwZVdZ7jW4aKsz22BpxthECL+AKdb s/Dg4xWzZetSl8CQyxnFC+Un1KYE49pD2YkV/O1RhG876uW0wgGyPCbDbNDmI+76EXnxlxuvLkNg upPf/AwdotJ3gaeYvApRk9trb+R3WnX8/AVC6LOC5zI7Ymff3m/0NN1eZdjIJlSghDZ8mJFAruWM YR+P+az+pE6J7OHjezygeGJQU/CwdFc5PmyclFRvPcRiplS/9nHmxvM7nOlnXw/eiT/2l5cVAhFx k0pdya9x0Flt5pLUY38wNhazZ6FP7nhC08yMP6NfmEs2EMx3u9aO/H3zVQNf02v9zCCLtNDw9QlX QpeXohRW1A1KyS3fpfTZcKO88p5+NYHvk3lQz86nJyo+OU/q+2zmUEbxiGjgYw/+A1aOFh+qekY+ iRgwscVOANZofy0dtzD8gxBG2HTXypRzDmZ9vOJ8o82UXn7RggaXdQEv567z87E17FvzvbLhu8/B qbsXC81M8ZpsLqcbkxxiwZdk+V8PNmvx6N6BpTt/mKzDUE1tuUoFIy2ykriaovochAUHVG2v6t7d ixHLKL8LPMG2JoNWDg2et3M5QbVQN2tONHPwWbnvuLC3ITHeuBGFVA8SbciwrSzdQRLtnvBNCYtK 8Jky4it4ss8Y/LQF71rYjniuII9yoz4m1dF962wSuHVWBekD9aUMumxknfXrl16z7hMo6Vfh7Fj9 gJF5H5/mf7uRlrvmpMA0ozhvfw1bNEh3GIz53GU06VHMwNDb+gnzs9yGFFjvy1oDyCf8SGFPV/dA gI9E8XhkVFMLYny/GtmxNbzzHOmltpEGmubwd9IIcBLX2qVbaQabtvp5UAYSE5M5vb9yYN7aJquO 46zxb5TNuZ/xPEt5g12wX4+DOpDBjaCGI/Sx7CmumwSxRaGjtcNw3TcPemw9zHUMk8OVkwHsxjF2 0sul+7f9M6HgCYZgySz8hYVy/1bKNlglrrznizOEEV4oisnrXRCDPwG7+ty4EVbYLaN2zM75m+SJ s4fQBErlvJ+0bReOOGYs7CrCZRMZlRvhQi3Xo6rDb6v7231S95IuctX2waBNbJxM+4ehSbYfldwc SmhS2DVgSfmJFJdkEBmuUzDGCvjpeSgds8xwRwlOkiiPFdVDU73U1+brTpGbz7xVQs7UeR7ptq++ GqBOahifn2ogek9rs5x2HSEG5d8KcapZjqB+kk41ae4lQlSiVMD0Rlp34Br26KvgHsfRl3ST+OKc kDdjxwqgwZmowPqh8WVo8DIm3T7ZD5qxkeyQqLiypog3WB+QemvhE6dzlV4Es2GUDt+ackIp2EFg A1gG09nyJKK2qi1o9KlT2q2Wxkyp+rjL8X0b6wDZoBkAb7jbQWDSZ72S5nSU5/ZeFdt+hARj01xO rWW6BbOn2azFd9LShMDHFkIELb3wVet03CjrcYF9bYympWfUy1wtC7TXMarXaoSDiecgqnEiUAOt 5bDYzRit8K9VFZJLeDqZSnb3Hokn+xA7dC/oMiLG+29VHGKfxSZT7Id1fsgxWYI4mZGVKcfmV1Pi lWLeF/ROIC1N3d7bkNvJWzlf/ZjbKa/yEXAlPmxniWXBT6qHuydInlzGvblCfnn+ujWnLKto3NzL oanj0jtXWgFldBSnaDYYq8LyREbzU0rCR4t51nbg/nTmcBfEqjVjeEuNS8Dz9WztknXjKrahq18G b6E16qPWy6XXoKt3scUB75MJKU+Id3KopwzTG/Ard90ahg5a2WkW4/oUcUKYV3wbZWdlPYDTAPEw Qv1XKrvvn2LYYMo/Hcm5lj25Hnp3aCnE3y/2wzUWjHOXk3l2yZ2tHpxNx/GyaJW0THPZXDfj2NQx rcmjUpSc7/Ih72jj6CsD3qmco3KeF7HLWDjabjn3bs/IJYlGBqx4ve1oQyCnasI0KLFTQnUXl/JS iopheBRC9OE4rsi70zHlm4MZs3Evm9m8Zu++DVHcaMPxyffcURD5IAOTY+F60ROec5LUkLKCcOlF peJa1N2OQRnflA893YLp6kmdplSnEGx7oUCiMzg9GKAPQlcw/60w+S4tDF9hDpG9ad2WtmB3suAL /2jG5aOSofzwWTN8vElISvpuYe2Aw2Bse6TZO4390Nrs7pSaT9ctmvIZN3bsFc767CMnby/e/jJV IShn5nls+roumPgsuhk/VH6g7vrzYFNxyeCkl6weWGx50sLHcRXXVlF8luBaTY63cYtQXtSzya/R 4Lml9u2G8/SBjYFrtoMpgW63KXusxNy7tJZety8SqukYnRc+EzG5wzrjwt6RwDHVUg2ig/ErzFcl vOdDNSLyRjrkhFh2M90yvmVYxctfaKutlIw9y+EJ8id4Z7GyZN45w/3WhUwmctCf0aWE5kRbnGHX tX1XG8Qh395XMxGnM+CinDzuPH4ZZtx0R9PYCc9401qhrEmZydzKa7XlBPxcS9c9XJAZFhCCl874 Ezdj7KGSy9qjYcnSg7XQ2ORphun2KtRpBpWiSiWP6skT1l7Xj3WSi1JSbSzu2xxciJb7XcOfrI4y K/NiDGV+9us+MkkPt6QIv6MkvRJ3TyEHXDz/xlhi4zuucktRTuzAKXwcqVmhnd0WqHy5lFnOTpd/ HmGUTkSrO2q7uVSYuvchQphc3geQGle0jF9Qpj/au4+toDWYnGnUwnI4pMxwIn315KFJ6OmdxSS2 hWR1ocb5i5M7QPVLu9WWcBZl38QSzfc8sV8i/O2D228os5X4x2yfXcrHIp/AcEdJahOJS7kQHkgR h/ZtUc5El7La4nOS4AouRhilDcXbplqFKVKZKBGr2VlWtxiSojIUB+GZiVR5hqB05uuTkFcoWUZx g4VdiYhY8/HY5S7opyHRaOVpGi3qKgprg4SbNySmau0kl3Ec21oSziZHNA8thyF1PkM7yOqDYvX1 UgTGEkcBRVLc2sSg/3qKFczrWX21mIflGG7cbCNGWnzXY91HsodqIVhT8pHvc3UzrC5NNVk0bpZP Jr+rCNjN7nq5tzTZnBdoyO6Em1CqcW4TqvQFfJzCFuxUCCafjq5gEDOBJb8qlZouMn4rVAP3bISN V33kUOKeBNU2mVw/ynh8LqOEatGdV1W+XK9Oj5quUnfwYPOhEfbc3MC4xErTUXYmSLfKTWjBEYH5 F9Gpa49OtmipEhv1tLaYUV8p6Q2Khbls1PHViiETGCd5iRskLajmju/xd1On/zzyNUJ961QrbTw4 egRO0A1qEGvbT4I9+O4zuGqSkXkpByLEYxzp4bfRW91DHGyBL3S27FRY7lIHJkfNAC/D8kO4Kbvz vY1je4Ivd26Erq47hmzY3CZSyn7UmzrEU0znO4DjAAvvvDS0KXlG4inwmJ3DXoIOkv2FeiA8QUss dqMh/SqlMPWFKizeNpfHqEtrGPp59FMhQyTHOUS5i8XNfS6FnuOFniO20MP3wcY3s4QGzyFnFczQ JJ2P/nfiDaVm0lW7ra/12zOkZ0oKFOdMb+phnalcfapsuy/98NrW4qdCv0L8+7vj/blq1W4R+h+V slrjmRCkU/wB8YTJvpvlacbyBTXBJfRYP3kO3fEusrwY/ZMX81VopnCdeh+T99IHa6i8YN0yEda6 gw8SfzFgXklXmt/2GL+mIIv///FH8L8C/yMErOyhEGdXpAPE2Y7gvwB2cjlkCmVuZHN0cmVhbQpl bmRvYmoKNTUgMCBvYmoKPDwKL1R5cGUgL1hPYmplY3QKL1N1YnR5cGUgL0ltYWdlCi9XaWR0aCA2 MAovSGVpZ2h0IDU1Ci9CaXRzUGVyQ29tcG9uZW50IDgKL0xlbmd0aCAxMzI1Ci9Db2xvclNwYWNl IC9EZXZpY2VSR0IKL0ZpbHRlciAvRENURGVjb2RlCj4+CnN0cmVhbQr/2P/gABBKRklGAAEBAQBI AEgAAP/bAEMAEAsMDgwKEA4NDhIREBMYKBoYFhYYMSMlHSg6Mz08OTM4N0BIXE5ARFdFNzhQbVFX X2JnaGc+TXF5cGR4XGVnY//bAEMBERISGBUYLxoaL2NCOEJjY2NjY2NjY2NjY2NjY2NjY2NjY2Nj Y2NjY2NjY2NjY2NjY2NjY2NjY2NjY2NjY2NjY//CABEIADcAPAMBIgACEQEDEQH/xAAZAAACAwEA AAAAAAAAAAAAAAACAwABBAX/xAAVAQEBAAAAAAAAAAAAAAAAAAAAAf/aAAwDAQACEAMQAAABEw0Q uaDMV7IYkb8AxqdQGxTBJFZOZ1OWMekxt0BpvOY3l9PmBNkpZyFskCwyH//EACIQAAEEAQQDAQEA AAAAAAAAAAEAAgMRMhITITEQIkEjQv/aAAgBAQABBQKPr0X5rSqaF6ocn7F3xYcPAciGqvf+o0Sm vbqsFW29xjkczkzgcWAF0K50hFHNguNh1NPRxryc48TbXA61pKAKvn4c43tat5ic6MoTIytKEsQG /Grt3//EABQRAQAAAAAAAAAAAAAAAAAAAED/2gAIAQMBAT8BB//EABQRAQAAAAAAAAAAAAAAAAAA AED/2gAIAQIBAT8BB//EACgQAAIABAUDBAMAAAAAAAAAAAABAhEhMRASIjJxQVGhIDNhgWKCsf/a AAgBAQAGPwK5v8l5mmBfsVhym/ySUbHhb0OgkRc4XkUiRTsPMx6kIi5J/OFljVHBFyPk+Yb4NodO mEiLk+zPDc0/a7G5l2ySq/5hFyVfUuTzSfdGqKGLlHuSX4okn4NxE13P/8QAJBABAAIABgEEAwAA AAAAAAAAAQARITFBUWFxEJGhsfCB0eH/2gAIAQEAAT8hJfGNuQS0fzhyri2O1HC1mrfriI8SnVZS xF2nzzL7YN4wayko0mTrdQFSnjmdY21iKGjUYHVdsIzNpqRQq2URQ4I4IF6MAUZ74lFTHX28I6OW IsQJKEOHCryis1bwXI9IDTCngKhup6BUl76wUDjWcQp1ZKhgax/Z8Vn9oCBg03NoIW46ucWcfMv9 armelOe0AGC3x4yVNtJu+1ioGeQNwa/KKPtMFTtL8zDxO0+8YjGAx//aAAwDAQACAAMAAAAQ1lhu 6IlC68c+cAgg/8QAFBEBAAAAAAAAAAAAAAAAAAAAQP/aAAgBAwEBPxAH/8QAGBEBAQEBAQAAAAAA AAAAAAAAAQAQESD/2gAIAQIBAT8QbmE6Tp5//8QAJBABAAIBAwMFAQEAAAAAAAAAAQARITFBUWGB wXGRobHw0eH/2gAIAQEAAT8QezgsQ0ZXIxtbPUt9qJip4Jp8RAvdz/gPeKs/u012YwYPK+UBDBsE a6pUqju619iHd1OvVgAl0t1r0hWJigvOcYMaRUF0C22Wlxp3FApvlgNonLJUW4DfzD2KOr5pnKvL PYjXBz+8e0ggrVJk+op36AhodH7lpgg13gjHBVhda+Jijt00XA8S5ALyG+U+f+iZaCgbLobPMpIA ssu/SGWCs4CCMlNqtPaaIalKNf1xgsA7hjFSDEGDOAJvef0QH2qHzLMr3wbJ+5gdADWnMTSnTgoF 3MEzuGcmHmb5FYrrMqyUynOx5gostPX0IVI/DBVU0rBzInZOE3kjow0UaDcphahAbdjGoJVIz6ju wwUB1W88s+a8TKVhLO/SWL+btNGvIB3qHpS8Heur2lDumQvcX9QeMDAfwgO79dIv9ujVWYn/2Qpl bmRzdHJlYW0KZW5kb2JqCjU2IDAgb2JqCjw8Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGgg MTQ5Mgo+PgpzdHJlYW0KeJztW0tz2zYQvutX4CjNlAjej2PcxI7dtOMkykxn0hw0NuVRI4kJKbvt v+8CICmaD5mOZVu2dZAIEYsPi8V+WGBJUXSBKDoa0Pz6Y/DlK0HnA4JO4PM3fP6BD0GaSMyoRNJq rKVBaYymg0+DD2VDAldSAaLINaNlQ4LOFqVQ/VoIkxIfhLGBWvg6qpTWglFFsktpS7G2qk3njd3V taIGG2tQ5OAIc7LoByLYEgK/nEi17NVR/i6Ssrj16nhB0ZsE+kbr7qMCmFnMZLCPu59e5AIfKzpw TDWDJhpTnsuGum+oKP3WMD58JNaiYSPMoVtvI0ytRYuBkphIkf+c14wUUYGt4J0ovhEBlFDy0qKO 4oWhxlBvbOWMrdzclqVKh6Vc18wqARbTRVctE9vSU9040JhZcd0xD8aDV4dgMIUtfI+nXnR8/mX4 LlnEo4hLMTwdMTucXMSjr+OTwdtxCScstooHOFpjVXHFzCnD+gz2NsaNwBwKnC1yreydZhuQTIHU 5BaWuVKsVMqVvJPRFqUEzBHpREGhdUUf1tQnr6patc3zu5kTAYSQQB2hMDfK05digrAUFmHgrWtV u/Ox6S2kGOU2uNTNyKfKJYWJMte5hLWT1ptYNZ6t5p5WEmjFCdBqFNFhk1oGU2M3U+shKdZCjJ+k WAtZd4JifRjSl3IyALuq9CInbDfB9rGqlV8Gc0FR6yaqk12/JsvVyNEJOLWEwiprEEtiS9XuEOv5 x64mDzbTSFL7cJGLwwaX06cTuThsvLm4I7MIFkZ1RS7Y6GMTJLFA+WbeEw6iXYNwJycFwSq7fAYd CPO4HIOJ5Zz1Dl4b/ACqJFRtI3gBFOW8D8dKfZocK6q2F7zAVCyfrmfANruDbOtIBtyOa8fHL4Nr bMe4tk2q+QAHi29ln3gHym2FcTu1c9wK4xgwZ1vxrYVyVGMrd4hyPbaQPcPbHbeQ+/D2AsNbC9l+ Mrx1UU0/K6p1x8lnEt0e8vj2IhOPAtStJUY6EyIhx+jSIc30PZBLyjIVUj+kd0LSOg7HmtQ2uOXu FAtdoX0bXDKt4xksuL21WuIWalVN+MSzqmJ7WVXVZzl57Kzqfj25h0SrUTWidLLsKAnPLg4mZ25R +daSXuWWPT6ztpBWFdtLq+46s/aR+n6YBWNmfSP1oYvUl/N54NenszTOn2I0H7ozfsMDjH3s2jWG 7WPXvTCM8XUq5uaHg/PEMSprPmwvHG0ftJ4QpfZB634oJQGjL6U+XI7ocOZYtWocvwy2u0CqfZy6 gVTaYMVgiIJhRmjbcbn2UmlLpq8EY0rBkZ+7d1XBj8RtKeodjQoUXiysONpfhGrnYd4NNbihqwye km+fZmnW8EEID0bV3nesq8wxz88r96soywVO0/iqRU9dZOI26UkfQtHCon/E/zYNKrCsJ1UeXdH3 Pr/VMvsMa9Nj9h9E2WL61wdop/RZ4wANyyZlbLdctvfRBOIDsbule+emj7mFqoeyD+rKG+IprBHy JuNGWsASzTSS0sDqK9oWc8V5898J6yBFKFZUwUJO3JqkNvVWmLnI7lLr1gdtdHXInzM3ouVFGDYj FRENJ1lbzNP3c5CbOmFwL/cK3zK0uAZKoUhsYaxpAnIpOKVWw/draYJVsDqclA2UGDbcy79uQ4Qp 1i5uFUJjJ+S2FVrABkKCzY2//7a4b6hB69t/uu6BE3M3yvM4/DoNesEgMhgGd5NJh5PVDL6TZRa0 gJ0AgHGhnBaRM4WC/iyD8B6QDzzHJvkQmRoeYnfVw4N0crlwUKMIfsXzuRdM17AUzkTSD074rVwE g7QioL7Oslnm/cshL0eAsArwp2kyjbMs8UBgEPADpa61fRN/n6TupcpFXG2YTMP1yMEmI2aGV642 TpelnEMEQCn5NcB3Hu5qJEUY53kY4Ofl7MrBxGk2WzmA/4LtNWyU/BmAuuFB+98nodZ3bwHhlwDA oEgIfPE6iSKusDTuCuo47+1LkP8BcwtdAAplbmRzdHJlYW0KZW5kb2JqCjU3IDAgb2JqCjw8Ci9U eXBlIC9QYWdlCi9Bbm5vdHMgWyA1OCAwIFIgNTkgMCBSIDYwIDAgUiA2MSAwIFIgNjIgMCBSIDYz IDAgUiA2NCAwIFIgNjUgMCBSIDY2IDAgUiA2NyAwIFIgNjggMCBSIDY5IDAgUiA3MCAwIFIgNzEg MCBSIDcyIDAgUiA3MyAwIFIgNzQgMCBSIDc1IDAgUiA3NiAwIFIgNzcgMCBSIF0KL1Jlc291cmNl cyA3OCAwIFIKL01lZGlhQm94IFsgMCAwIDc5Ny4wMTEgNTk3Ljc1OCBdCi9UcmFucyA8PAovUyAv V2lwZQovRCAwCi9EbSAvVgovTSAvTwo+PgovUGFyZW50IDIgMCBSCi9Db250ZW50cyA4OSAwIFIK Pj4KZW5kb2JqCjU4IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAv SQovQyBbIDAgMSAxIF0KL1JlY3QgWyA3MTcuMzkxIDQ1OC42NzQgNzg0LjgzNiA0NzYuODA2IF0K L1N1YnR5cGUgL0xpbmsKL0EgPDwKL1R5cGUgL0FjdGlvbgovUyAvVVJJCi9VUkkgKGh0dHA6Ly93 d3cucGVvcGxlLmZhcy5oYXJ2YXJkLmVkdS9+YmZicmF1bSkKPj4KPj4KZW5kb2JqCjU5IDAgb2Jq Cjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1Jl Y3QgWyA3MTcuMzkxIDQxMi4yODkgNzg0LjgzNiA0MzAuNDIxIF0KL1N1YnR5cGUgL0xpbmsKL0Eg PDwKL1MgL05hbWVkCi9OIC9GaXJzdFBhZ2UKPj4KPj4KZW5kb2JqCjYwIDAgb2JqCjw8Ci9UeXBl IC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcu MzkxIDM2NS45MDMgNzg0LjgzNiAzODQuMDM1IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL0dv VG8KL0QgKGNvbnRlbnRzKQo+Pgo+PgplbmRvYmoKNjEgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9C b3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zMjMgMzE5LjUx OCA3NTEuNDQ1IDMzNy42NSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmly c3RQYWdlCj4+Cj4+CmVuZG9iago2MiAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAg MCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzUwLjc4MSAzMTkuNTE4IDc4NC45MDMg MzM3LjY1IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9MYXN0UGFnZQo+Pgo+ PgplbmRvYmoKNjMgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9J Ci9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zMjMgMjczLjEzMiA3NTEuNDQ1IDI5MS4yNjQgXQov U3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL1ByZXZQYWdlCj4+Cj4+CmVuZG9iago2 NCAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAg MCBdCi9SZWN0IFsgNzUwLjc4MSAyNzMuMTMyIDc4NC45MDMgMjkxLjI2NCBdCi9TdWJ0eXBlIC9M aW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvTmV4dFBhZ2UKPj4KPj4KZW5kb2JqCjY1IDAgb2JqCjw8 Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3Qg WyA3MTcuMzkxIDIyNi43NDcgNzg0LjgzNiAyNDQuODc5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwK L1MgL05hbWVkCi9OIC9Hb1RvUGFnZQo+Pgo+PgplbmRvYmoKNjYgMCBvYmoKPDwKL1R5cGUgL0Fu bm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zOTEg MTgwLjM2MSA3ODQuODM2IDE5OC40OTMgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQK L04gL0dvQmFjawo+Pgo+PgplbmRvYmoKNjcgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIg WyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zOTEgMTMzLjk3NiA3ODQu ODM2IDE1Mi4xMDggXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL0Z1bGxTY3Jl ZW4KPj4KPj4KZW5kb2JqCjY4IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAg XQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzkxIDg3LjU5IDc4NC44MzYgMTA1Ljcy MiBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvQ2xvc2UKPj4KPj4KZW5kb2Jq CjY5IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEg MCAwIF0KL1JlY3QgWyA3MTcuMzkxIDQxLjIwNSA3ODQuODM2IDU5LjMzNyBdCi9TdWJ0eXBlIC9M aW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvUXVpdAo+Pgo+PgplbmRvYmoKNzAgMCBvYmoKPDwKL1R5 cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDUy OS41NDIgMC40OTggNTU1LjM5OCA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1l ZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVuZG9iago3MSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0Jv cmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNTU2LjcyNiAwLjQ5OCA1 ODIuNDkxIDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9QcmV2UGFn ZQo+Pgo+PgplbmRvYmoKNzIgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBd Ci9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDU4My44MiAwLjQ5OCA2MTAuMzE4IDkuMDQ5IF0K L1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9OZXh0UGFnZQo+Pgo+PgplbmRvYmoK NzMgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAw IDAgXQovUmVjdCBbIDYxMS42NDYgMC40OTggNjM2LjQyMyA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5r Ci9BIDw8Ci9TIC9OYW1lZAovTiAvTGFzdFBhZ2UKPj4KPj4KZW5kb2JqCjc0IDAgb2JqCjw8Ci9U eXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA2 MzcuNzUxIDAuNDk4IDY3Ny44NjUgOS4wNDkgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFt ZWQKL04gL0dvQmFjawo+Pgo+PgplbmRvYmoKNzUgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3Jk ZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDY3OS4xOTMgMC40OTggNzI4 LjA5NCA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRnVsbFNjcmVl bgo+Pgo+PgplbmRvYmoKNzYgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBd Ci9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcyOS40MjIgMC40OTggNzU3Ljg5NCA5LjA0OSBd Ci9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvQ2xvc2UKPj4KPj4KZW5kb2JqCjc3 IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAw IF0KL1JlY3QgWyA3NTkuMjIyIDAuNDk4IDc4NC43MjQgOS4wNDkgXQovU3VidHlwZSAvTGluawov QSA8PAovUyAvTmFtZWQKL04gL1F1aXQKPj4KPj4KZW5kb2JqCjc4IDAgb2JqCjw8Ci9Gb250IDw8 Ci9GNzQgMjUgMCBSCi9GNjggMzAgMCBSCi9GMTQgMzUgMCBSCi9GMTkgNDAgMCBSCi9GMTcgNzkg MCBSCi9GNTggODQgMCBSCi9GMjAgNDUgMCBSCj4+Ci9YT2JqZWN0IDw8Ci9JbTEgNTUgMCBSCj4+ Ci9Qcm9jU2V0IFsgL1BERiAvVGV4dCAvSW1hZ2VDIF0KPj4KZW5kb2JqCjc5IDAgb2JqCjw8Ci9U eXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMQovRW5jb2RpbmcgODAgMCBSCi9GaXJzdENoYXIgOAov TGFzdENoYXIgMTIxCi9XaWR0aHMgODEgMCBSCi9CYXNlRm9udCAvTFJMS1NWK0NNUjE3Ci9Gb250 RGVzY3JpcHRvciA4MiAwIFIKPj4KZW5kb2JqCjgwIDAgb2JqCjw8Ci9UeXBlIC9FbmNvZGluZwov RGlmZmVyZW5jZXMgWyAwIC8ubm90ZGVmIDggL1BoaSA5IC8ubm90ZGVmIDExIC9mZiAvZmkgMTMg Ly5ub3RkZWYgMzMgL2V4Y2xhbSAzNCAvLm5vdGRlZiA0MCAvcGFyZW5sZWZ0IC9wYXJlbnJpZ2h0 IDQyIC8ubm90ZGVmIDQzIC9wbHVzIC9jb21tYSA0NSAvLm5vdGRlZiA0NiAvcGVyaW9kIDQ3IC8u bm90ZGVmIDQ5IC9vbmUgNTAgLy5ub3RkZWYgNjUgL0EgNjYgLy5ub3RkZWYgNjcgL0MgNjggLy5u b3RkZWYgNjkgL0UgNzAgLy5ub3RkZWYgNzEgL0cgNzIgLy5ub3RkZWYgNzYgL0wgNzcgLy5ub3Rk ZWYgODAgL1AgODEgLy5ub3RkZWYgODMgL1MgL1QgODUgLy5ub3RkZWYgODggL1ggODkgLy5ub3Rk ZWYgOTEgL2JyYWNrZXRsZWZ0IDkyIC8ubm90ZGVmIDkzIC9icmFja2V0cmlnaHQgOTQgLy5ub3Rk ZWYgOTcgL2EgL2IgL2MgL2QgL2UgL2YgL2cgL2ggL2kgMTA2IC8ubm90ZGVmIDEwNyAvayAvbCAv bSAvbiAvbyAvcCAvcSAvciAvcyAvdCAvdSAvdiAvdyAveCAveSAxMjIgLy5ub3RkZWYgXQo+Pgpl bmRvYmoKODEgMCBvYmoKWyA2NjggMCAwIDUyNSA0OTkgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgMCAwIDI1MCAwIDAgMCAwIDAgMCAzNTQgMzU0IDAgNzIwIDI1MCAwIDI1MCAw IDAgNDU5IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDY5MyAwIDY2OCAwIDYyOCAwIDcy NiAwIDAgMCAwIDU3NiAwIDAgMCA2MjggMCAwIDUxMSA2NjggMCAwIDAgNjkzIDAgMCAyNTAgMCAy NTAgMCAwIDAgNDU5IDUxMSA0MDYgNTExIDQwNiAyNzYgNDU5IDUxMSAyNTAgMCA0ODUgMjUwIDc3 MiA1MTEgNDU5IDUxMSA0ODUgMzU0IDM1OSAzNTQgNTExIDQ4NSA2NjggNDg1IDQ4NSBdCmVuZG9i ago4MiAwIG9iago8PAovQXNjZW50IDY5NAovQ2FwSGVpZ2h0IDY4MwovRGVzY2VudCAtMTk1Ci9G b250TmFtZSAvTFJMS1NWK0NNUjE3Ci9JdGFsaWNBbmdsZSAwCi9TdGVtViA1MwovWEhlaWdodCA0 MzEKL0ZvbnRCQm94IFsgLTMzIC0yNTAgOTQ1IDc0OSBdCi9GbGFncyA0Ci9DaGFyU2V0ICgvUGhp L2ZmL2ZpL2V4Y2xhbS9wYXJlbmxlZnQvcGFyZW5yaWdodC9wbHVzL2NvbW1hL3BlcmlvZC9vbmUv QS9DL0UvRy9ML1AvUy9UL1gvYnJhY2tldGxlZnQvYnJhY2tldHJpZ2h0L2EvYi9jL2QvZS9mL2cv aC9pL2svbC9tL24vby9wL3Evci9zL3QvdS92L3cveC95KQovRm9udEZpbGUgODMgMCBSCj4+CmVu ZG9iago4MyAwIG9iago8PAovTGVuZ3RoMSAxNDU0Ci9MZW5ndGgyIDc5MjgKL0xlbmd0aDMgNTMy Ci9MZW5ndGggODgwMQovRmlsdGVyIC9GbGF0ZURlY29kZQo+PgpzdHJlYW0KeNrtl2VUW+22qNFC sSJtcQgOxd3dW9wKRQMECJJACO5eXIu7FodC8UJxSvHibXEr7i4n37fP/tqzz897f91xkz955jvX fJ8137nWGGGg0dBml7aEmoMUoBA4OzcHtwhAVlWLWxDAzcGFxcAgCwMB4WAoRA4IB4kAuIWFuQHS LtYAHi4At4AIr5AIDx8WA0AW6ugBA1vbwAHMsix/JQkCpB1AMLAFEAJQBcJtQA6IGhZAe4A21AIM gntwAKTt7QFaf13hDNACOYNgriBLDixuboAl2AIOMAdZgyFYnH8JKUOsoADBf4UtXRz/veQKgjkj pADMCEkWAELREgqx9wBYgqywONWgiL1ACJP/G1L/WVzBxd5eDejwV/m/mvS/loEOYHuP/06AOji6 wEEwgCrUEgSD/Gfqa9C/3FRBlmAXh/9cVYYD7cEW0hBrexCA618hsLMC2B1kqQGGW9gArID2zqC/ 4yCI5X9KIPr2twKnipbKK2091n+d599rGkAwBK7j4fhP1b+S/2bu34zoDgzsDjDk4uDi4kYkIr7/ /mX8H3vJQyyglmAIYiD4BQBAGAzogYWYDATxA7y4AWCIJcgdAHJHCHNyQKBwxCUARE98AFZQGNZf xykE4NSwAf8V+xsRA8BpZfUbeRD4e5WXF8CJqGUPdPgnxMcF4HQEwkAQe5AV/HeU+7+j/zr+f8KI 6x3tXZx/B/gAnBZQBwfg74gAIgUxI1DL3yFhACcUAvqHBfgBnNK/SRDAKfubELny/5AgQkPxNyFK q/xDQghxjd+EMNP+TQgtnd+E6JH+P4R4/DjNYUALOxD8f9yyMO8/8f9504ip5/x9f8KIYua/CaFr 8bvbXAgnyz8QsRXoD/zrMP5AxIbWfyDC2eYPRDTpj2PlQkjY/YEIC/s/EKHh8McMIDQgfyBCA/oH IjQc/0CEhtMfiNCA/YEIDec/EHEE8D8QYeXyByKsXP9AhJXbH6OIsHL/AxFWHn/j/372ZGSg7l7s iGll5+HnAgjz8QME+YR9/meeLgTs5AJSlgPwc3FxCQrz/x21cIEhhhb+98sO8Vj/m63AiJcACOQO ssCam4ZaiAbbpjSElvrKF4yVob9AlrFujFOr+/ztE3bQbDyyffHgK6cXCx/0r8vTifA20Deo3W7J nSPavDWHFQ4CnOJSp+43XM020j2byfWP01U91h1pL4J2nrQ2TJ7u8iOrTyx8LU0yKOzNOuzbydNg ltPZxPhBg9Rp6FrfmREsIKivkG6vGxbygZGXRgs/1an0LV/YTzf8pAS0n6NBvrZhmE2s34+gbS6E 1wWYuYn3phgmuXlYz2r20KdQswrJeWoh7wpGUhgKWeoMKz3AhLc8MSLMV9DBeUBR6oqii4mv3yXy pxq8jAxMu+8be6PBZBLVfWfM6ntiFlIhLWpLt7YokOTkKV0XJXIkryuxQq19SadZybK6uYWfL2KT e4PxqgzXfyTSblE+mDDg7ghBCAtzvtxc1XcZ8QSdjJS8CnTPq8kq+VWl3lJNt3dWsOQjLGSs9Uyx u6w8phFd2QXSEnMqX/1S2buUvmJIfEoeGsPmK5Bka3ikxvEu9d3FF3VlIpheu8JLutDgKaYEOiXw 9nLxbOXpslBjEmyiFMu+NJsuaQgwLCTtzKVAbAgYaRekY+ogkonZs5XgXAzu+l5YU6mv9mvxIwnz t6aTkGCgfldmereyfTOYfRyFFOzFMTnJ0P3Ob7bHDNd1Sb4XSAM5NBYihsl2Pw3zBOd1cYjuAsk4 1vOfZ3gzqpyPB2W1zkRIAZ+w4XpzLuVcp9I+6KK+mWJQSHkStD/xDa+89gT1MVUbQZFgBmGrpJSJ 4DPSIonSaSB8jyF/Xcdi16nUa+3zK+GNAMJ3QOIBBvaGm6flltqvXg3rRdI7NPGmsgoNbzJGdsAb ajr945drL314pqGqY3TjR7gv3ARKzS5efKZ2FiFAEeIZtrkxf1uU4iZ7EUCjGlv6ufvCH4mIZlLY zemC+S573fveJz6hKWz3rUSthoYNI2UPUriXDzPgEPRsGK7JT3Mu7LddV8kPm3vPmMS1hrH6WoYe SBxyyxSI5qeCKjyT8TyUPTFHRPAiRo0GvnZzxKOd2WgG8Eh7CD0v2FmLqckbtNDRuNu/yK51CJEU Pa29yMxJu9T3Mz+ZDEUtPxlX6WOV9afSTOXRrc8opSh9WCjVjFwJSKAufWpm40qtQSC/qseSyJ0C KrB/fUhzTz/7WOQVYGmOJytksf3oV6YdZmBcQFG3U39PG6HTMLX+xPWNNPvgxDC9rZKmY+e9Kn3v 1hLL8476oEdd/cVfAcaA4aj+aoET+58h8vv0zNkTRB8bfpDVgg/JxFjj/Q++UdWSFhAE1NgHR1U3 yX168RzNgYxtWkKodsR5BddMU9SUgHwXhl15D2FXk8OExn3BxzGLbXVcqWnWMgZ+YVx0SJJAWd/1 Xv+6v3eFlYu/dz2vf4/8+KzWD4/ckHeXXviueC3x0XvRrRI/liFsT54jq0vx49guZ0FO8NexQTVM ADU3Os2Jyxa0z/CoK68vV2RoL7syFrDs8EkKxkLxyUElnWubA5+0eaRacl8JgPu891ZWmEY8cXwE XR/jKXoceZKMnVm/v8s11YP4bqrE9zfna83grwVf2ISxi+9PlLk5d6uEmhw1WgWYRS32Xo5VBE/O Omovdl+4kuk053nFVb3IeEy7TqHaYYR3OlmdfOpMsA3BXsrOmdDeqE5Q5sCL7GyUQSZFTp44Wkhz hpKXVO5OcZEdLtGHYbVgo8nflBIBV17OpCcQmibXN7bl0J2gEMwG2Y5GbSm/rK/s3rrXoH6PNbf4 yXiSKGpjCI89J7T/9svQr97HrZr6yHfI6lgVkKb0aqUOjI/LbGFUP/1N5nQXLw0wXZAtnJ2Ui1E6 gsKeYhDU6sW87f5cl2ixX4cm3m+qo+S6j/sz/vOOyF14xCdcDGebLsj6prGat/6Nj0Y7WnaBjMSu ZLtKDL8BCc2bPdcL/Y0PN0Tex6tY2jZsanyZ6pi+vtd0zWZFYrZjYK6IIlG2ROho66OnmK7NC1If gYIQTJ0trAdpymL4iCEWbA/FR0T9ZvUliKgZHy/5+Ave5Me+TiqoFno7i4TohK1vHPpG1o2Kx5EI pV4ROJ+w1MRzuqAMo0gqe59y++T2CtlHDfOAUgXpreOdr+0N/1KP/udiHCKZKzsvx1mbIaGG2F4A b3/wbBm2W+85roVvvggSxkDQTdEbgZX3ydf2StYbYugfJG6SZHh6O4UXIW5gg0jAyupn/XBbtbRU hVZViyifKUa6Rykd71DI5HKnGWbQumTo04Vg5x2MI2sYVZnzHiabaR5+uVTzpzw6zKdqylk/62mU +z0ImS8Uwb55ZZnpCv66T2JelzJgKnFhnBzbPbcWLIp7PMYad6LGIjC+INpKo9uSXiitMdkUaDGj rTuZd61rl76TNTdhgG1sDkHKM5mMH3+nGNry4/r4GP/bZxAdLR8tbl86Yyweb9eZrj63y+Hjmk6v UVk2JuvL7bgGlYC5kpvBc7Nha83aFebg0xUVIHR8k+FZ/APZXW6FJhYl2q7dQc4zTj9s9Csz95ln +SEWG2zRXVfODjH8t+uBxzdSH2NpGrbmNuFRTMsfak2B0OlAiUi6zBq/4/E4OgzFiGMMFlO4VYAE prl5vdhDaOPiyz4t5BcceDsiH7z2E6CfE1v9p4iSSUyjuihzAAWPErIgZrZxNdkGD2c/Mdw6STGd jhNSA1Z4a8ai6z74iU9htrlXrQrsaV1X7BjO1q1ESblXNwb/0k6btl2T2YKg7actDG48OUr6MbII HH4R1utz+cQY16vEzEJr63GHKd8PnDs6MxbiMeAj7XBhTSK/3OcG4sTkL2l9o7MoIyylAF+UmYgr v7oeU0q/xN3K96D/IHiwuXmfIReWFp7Oz6yucg5LUnpGEKNbtKpkbAwp2QyTKK7lk9jIZCMTP1oD lMUVREsahxOweXKnK/F7F4zT67TezLcF0X/8wcdKAJt//PqOReSVZyBhMm7oxgLugDt/fc14BDz/ p3+w9SQpR7fXACte73IZUtYjQZyP5QYSdB+aZXKI6zKvAqbdr2sIcmGWMwl1BNxCMPQwjdznFcud Z6fE3IXskCsb64dvmabuCSGpN2jEPa2c80GWLd3v9XDv2vYCwuxG3OhCF9P2mhLKREbL0VnfSxyO gQAXgSM5ijniUelMPWeRgiLAEVpXDcLkXR3RrnKrFauw17WFs5tGAJw6VK632m7vl+dG5ZEUkCiX hCRzZWjFP2iricPUqebNbzkMsE+QX9npiJjiZz9PGi+HH1RyUk19icKrWHrtqV51xCEiLSt/EjGC 2yOY9vUBWxuADG/7fDUE4N20R8sZ2KMV/BrL88yBtB/IgTMWDncgy0PtHsCNFbKZl17+UHYOLQXd o0R2VRV6UEsSauQS1MwQuJrBvoJHQLviD3A+SrlsKBJJJfdC2fvbGX1MBePUlstl4t74NtX4d47H B98cDfQyDH8pHFI7IykTuu8SI/s1osRaPkZ/G0sXcBSOnClSgjOyZm2KJemn7JPCIL2oiXxNE70d IkJzg+/d9TLyztnuJouoL6dC0mrcmkakoNZcogbKOOyxLnYIPVbYj0KeHdPhERxL0ADa2aXhEBmG gHCeJPq3K4yove/B/dJC5x8zoHl2DIIGqkZkcqydTD39vsg3fv/VZIa1Ge6USq8LdvpIVNp7XGVw ndvtKvTe1v7HbOcJX9wUNWwrze6bzeIkite8ms+TuCwWG0xGbpjKGoN1IXHbdI7Bm1DThcbg9DKN m1VU/O7vulK48HKW0g5WDTMkSlazVbaORINhPEOfbL5OkoXiGCeqfp2fWUvubqLOdVrZIWmkrT9L M4bZRE23BCiZGlhREgsSC4POeHfMpCVHsvfV39CuZvIafjBYUcSvPXB1Dp99xCu9io19XWFow2ON ZS44V6Z/F6p7Is15wYOpw3lTN17zPjSgEZhvTamftUSZa5Zw6P+9YA7bc+Ntf08vW165Sy2AIsiK lrWdQtyCs4oAD2X0wFXtHQHlL2ErDzd0m7AQyUOj1jcMYWe/RJsa5ew+vt1gpq2IZDjgHxcp382f yXe1Ojt/YreRGuzYVvK83B1tNzrCu1wVACx+dpFBRtyHcu2ML/DzXZPLS8JqyCttXKOkOOuOIpN4 +ezaGHvFQTTuJbIfChQeqlcLg8tCd6IGF7dGuHEtk9VcGUuFUwJG36/yJYiIRJ5bvh5m3+eVzS66 Ksg8pnuSpvK10C/R307ePkstMUmR3X1QnatpoxSXiLSTYoX3waFwdZSkSnVb4GXD9/gKoQWKCGUL hpSUQ7lnPGTCbPTK182jfizTewWS+HRVwFcQbxKGKwCV3vgZ3hf+aq4nfgPzdK441vi2hgB0lZx5 q+4X2mKtsFtLkURvSkwz7bn8wuFqoNrA5Ddw7lq/hlAWp9YFedqEWg/nfH509GM5VXBWIIRAfDOu rUHcf/lFn8wKhrxc3UiTiJmnB84bio6H82TRyVKjLfxiD88s2YGwjxPO0yOrDmvC89ukJFQ3itJ+ 6J24lXiUdRy3i7PSKG3q53qOieMyn21sJ0aeeg5Q7KVlVbJ9bTERmpjOJMiLS8EBSjxnjYFhVMjl mJbFBFk8Bc20YMJJ7YkxpYjZv1VqFovIxha+ZtDeDwunuz37Ao8jCH8M/dIlknKPp6RdYRHSEwOn lEK7nJsQfmg3gvEY198PYmCz8VlNo4DDn6LAMRTm8uirM62+fs392NGweJ5V4kXyChKQbOMCUaQC x0t9PbWPhgObxlW2HQmHyoVbqu3vqKeNNLFkTBP5nlO9nfgllwFn3N+SmHm7ulT+Nuk9nPnnd2ov 1rjiotM1Y72FR6qigZczVv6N9rjvNPr2zmbzopMpsfal92lOihtfoHq/oxF0FPHPnv049qnkPvbE at6xmUPbrsV+h2m9m4z4hNnMzt7bdEYkusgEdXb+AI8V49ZQBuM1K9vBa+xJtLyXLgxS/FGB40f3 V7PUcwPIF/cNE+PfCGZpO6RkkKhY9SFHVpQB3wYjsUDZpmL6F979KAD/WQ5XDV/OiMDNZZpdLOkD dREjZKYorxTTA9vu/r5PbDKoODJ3TqJikWaSqAevfJDuE/rOzZ+tSSon5Q5fXiho1otDSBI6T+Bo eyqVr9AVc5dPzGmGaojxlquXCPbZO370OgebWqwJd0WhaKLssbrbagepOWXD4egTqrNmkdFeKTty L5whLuGoDhK7jHKpX6aZns2sbfP1G/L2jXH9wH5jxSt9sbSObRPV+JqvQGo12AJAuv6agZnto9ZS WtjUUtE7Ivga71UGhhAc6aeTroPsSRQ4cuy6+pV1lnBGvXtPTbbWEvJEHZ61MUlRCGVt+hCltnHf 9GpUClW7dmN99AGO6X6kCneJoWfTMbp5lzsA+oh9pL2RaphpZ2fGPMJnRwZ1Qip0Uu8T5Ux2x7Pl NpVA85J3LRLko8Z+ETF+9kfwsPd+JXxHU7tXyN2lrE/KoekjjzvMala9f/EfYpfmTAzUqMSAhs41 Mi4i48dQ+ZM/5Ma227sDx0g4p54FotqbRLdvxjh23M7NdkpEvOjPr57t8jPddQQ9Z4LuTn+XShBv RoqowT9jVrjHiadxGvJtre8aoUb87SOebK3jw2Eseq5UMEJ6H6eOSpfiPC0a8MFt6JUcRljN3ADk WLqsmXoBKbiC8NN05ooLquoEkvKrsn5xhgyT5M48Qbm1CZI3g4fXuckNHgYFB8KxvYyvo5k+7Mc+ k+AEd3DdvC33J2qNbT+EO7hn5EsSuy35aC9tHoBPnmDzxgQdwPo/hATN+q+LvJBfdVyUSr4C7Mu/ wyw1f0q4UkWihiN2MQb+gYp9h0pTKH3uauK5cuimbma+YG9CZvmkPa8epEFpOBa9KW2464jXkSC5 0jVoJEWqwU5ZCiX4prc9oVtHYnDR14wUtUm0a4gqOI92uNWwaTOrsLKC6ZaVU4qKj2/CujjkhCVj P6P8a/KHcdwtHXmOEPtrPuzYUdl4MUZ9TFRptnw/oW1QRqF20bNh2+8746VbneKfabV4zs2HOalN bDbJ2zI7DC19NytPkQV87aKfXNuGkc9aR+lgTHC8p8hQMdOioJxnEbGZ/dFvWHn4ok0iX/BuW7uY x7BX7ibViiR39FTpTaGc00iFoeXOGWf97Y4zncFI06kphS1+XoB0541D5EW2YawORMK/ss31pY3V uPzQgQEly1GTjijIilGN47IlgxJdCSVp5FsITTzXfHtgBMkZnqkCEC+H0AYTTVOdy/uaJQXijNIM XKyxtVOxRjN4y7M7yWzg7H8iziCyFH/plmCZR9tiDtRflqJey9gJl5Ppm/9U6Dh1eh8yt5Cb/GCj XamRVdC+xJIwN+KzhQmOJAjBRf3Aj684RulbQRG4oyHcSrdfyAQT2VLFYR25fOjhYaKWCjMsr9k/ GqBfvw4efYcDz3iji8vkhKFDh5qZ23mjlMxM2FG6ydBc3bab2mvE8v2KxrAnfWubOCGmb4eDwW6A vYQkGApCxibDnYx/t1hHNw5RJ+bYG3i+1i55omQlJjZcjXT/bXCL/fqFEYPq95/SIAbrb6QU044d rFfsOeGRu5ER/ZmHkmcroG32wROduoKKvqa51jbAEWnPXfmq/WHbx8tPa/EjY6qacG2RERdaP8rk kBVLt0Zbpz0J91R1lGvCmpgSKvSjRfpNYn52m/oc8e4HrVvumPOM7tvniinmVNNIDu/3w8YwC8S0 TUdeRHrL1syum87osvldscnYBLley2jbYRyr5/jIHB+eVCZDXMOK5/W3HoupZUx1apcTo5++pVJx 02g9xAl1gT7iDZzsfs9l0aVKGTN61cGSJEpVOfEp/7jq1jGQ9hMRqayUHi1qomTuXcK99VIAczy6 EXr/fZJk15dFUcDqpp8iEQ5zkOHyshVeISEvczr6QU29HFKzH+v+StUY3hT7c35jxiAeLcqa5PJx gugac5QdR3RdCm6myx7TKjFtr7Dw73YhXNwSHPi+O2BVtEkyjh6pOhbmN4+CXUZLzei1R0rMhpvn XNqSQw8HA0Z+8nIwTDUdy/mKWXVHT18FI8O+FPPSGeO7n5jMt6btj9l8aRbFxkS9EgSaWVJ952wa LyUICUt7ZNvX0FUhJ4C8gEH+1CRrtD/OyBklaXu6f7It95vAr93A5htb4rFT6A9VwXDXbz7ZXdMY QnbREs6hz6wT6Mn0bQwbOHNaUj5A1FVQFgGuNFLXQuG68hEVg8Up0ZjSzJ/JXe/QJETUYc5wOc/T wdZkPe4fjOJll37sWJZQK8WrTWdCZBJWauEkJ6Z5R2kscTTKrLuqMxKo5vC798/GakzkPUXhslFW iplVIVVWEqkvop9J+z5ovpoT/cwjfLERq5vmV7zD7cNYE4YffGdCqjPf651J7x5KCymQTwEnEqS9 ZkprkXUk5uKz8kugJ8RzvRl6TIAJw9URptJkF4/RxpAvkCqiaU0Ai/d6fis+xXPsF8vP/8UUnfzq 9rFpoS2W+EdCvwRFLFkG6WZX/uneKT/086EcU5+mlCbz+fng8DzXA2mdFc7RxZIPA/Ox3lvbmyrB 2YwRdr4DOiKnaGtY3WQVJZ8c6jBIA+0dC4y7sPZQ4p5+6iEdaz+ajRLzvzc4+6Kjh2FZvMT7dNab sb5Nc7z9M4UHzidcoq03fo6n38MHbKvV2fENCetWOQh2Zwv81yVMkClceU838sqsfsmkNR3Xepob ddE0Uml+VBVXHuNHeRcgv6y3mwndmOsSFiMi690Y39iifMIHJMRUUhwnEPok0aJ+pybgAGgVj78m lmxTKZld0glfueRt+5kEJaPeI3xc/hrpbbVTO+B5tnNgLaEIoWhrERFzEz6dxmgje7laCPMv/ciU jOyMLvtBdO1CH0Wv7AjCTyteAibHmZW428nR4mGCogsWuekucm9dCSNz3stoidkZshxzIX0+dvYA ZaQSkPQu16TvHO90rHM4NXPrNhlNId1H4PCu+Jg9S9+hsc6UenSV3q/9y5ly5RR57WfB0gTMI7zm DJf+QKODLLPBKnA8RJ0vRAiCZpRUtBsVU5fZht/cGFZR5zbqIOT1pDRTo7l467ZXvHOCT/qkgWpm ifM+zyEEQsZcUJiHtkj9JU9hFJzTk0fafIGaWu6ZOvOhK7hB8sFrIbBeJ0LMNzma6PKR18MF3tHj sWOs9oknk25DyVoXgQ8XzJzsuy0gC1gvDgdXBT6Xbtqd6cPtJFJG+6QZYLA8GEfq6SZJY55aPvsk v0NeKvG37yNEVRfkVMGhWvkTFNwC16vfGT46wq9DTCzlfLQTlwLVDHcgWjJL188FSQF5/hy1DCyh ZYCLmeoysLLzMlMnbfsMroCgJdl9NEWC/cuoHclfU1QcPV8vJ+uIWjzP+8hdbOgLoqoKJ7rZOGmG Klt/9NH6/XzYXBfWoVnhH7kaSgFQzUa/9tRbLHVq/WFLaWznIHC+eduwHw40NQMvO5PmTGDjbtlF gth40XCSYvBq7Hm2FcwZNK49Vr/1JWmIPFRtu4vojhVxm42/CcbXWXz9iW0w0jcrgrRd/3t0Opj5 s+IRRd0jnQ9J1BzOkd5+9Usvi27ZX5Fp+0p46WVjTVrfUjmNjGG7FLseW7WZ6eQUHHLEVUUsp5WF NE/Be8POUDA6n158JGtq/KFX2qVOgQMsDb+NVKffOxMb+BmNAnqZIZHvXyYSivVmX8vqfkrcjAYn nnu1p2R00vGdT7YMUOlgnv2XgyMa0uxYmX06uYgWaN+o2/R+9TL1wDXtAc4ybEfb9EOGdCUmzK3l MgZ+lciYvE4y56IgnFxiJ8VV7whzTPJT1n5xJ4XbGt0/OxaUJ/4zXQ/DYvrOMRMEetqdzTGs8qbN y8Wa8WybqP5ZjhCDo3i7WyuG3Vv8OP/roU9xEZZ+btRyhetnyhRyD7HJ9VtRwAQCSOUxeEEz/WNH GEsyoV5FxExuE0iCksamT5QEBBr1HGPubyjsLhDWMirTgM+ljbpAqwmyNks75yeSJRYk0gt/5J1r uCsevN1BQb7XkYiVSw9gHBCh5M2fWYimFv8qSeUxO1zgNPQUVv5V67jptpaONwZSkEnTvs5K5DdA C77RlcQhdMh9/Xg/80Xywjof5vugKl0zIiyN2272sGoe/6gVWf0oF+1Npa0wJyYoZc+4CDWf1uzz S/J1yiaOSQD1zo2yMdbw44B+f9KIt4zL4+s5Oy7dynKslFCj/Fdp0zNk7rCutzzKC0Is+BXvuJMU BoGSRiXD20xfMVaWHhih7gFbzcU5HC+seV0nNN9GTVe7RVAupNg+tJPLHTG9Oji2Vf4GG0XBf51K w3I0tNSsWtByM0VHT6yW57pwvBbgVOvj/rjtWVZrmenw6lp9bbiHb7Zu0WTEhSZNdShFP9nnaJ4m olMCZThnTMlVQ6FXNBEr6hZ6vpRdt93oi1hY6jSpSTT1WsnLslidxCIkX5I2NZxoZLkTuE3FmEX8 OCY94cQPDf/dqhZnDg13SdVcJG9ZS33MdIPVOBgPUhVA/HOwULR5hTp4ATkYiLtltW1moFHrbLhh ClU5xjuyD77vM9T8TtXx1qFImCskyCC6eC1jPX6lo+MNtt8QBWZkiCBvKzwk6pRJBU5y7NRYNE6V p5fsK1bhvTyvLIexaT6kMnxhIWfytTcpeviXb9oS1SARhUTf2X4RyhL6/JMvZDmpw4u2AR7nQV7p tcOzPVST+xQRr74zhYFn7QrTPI+3kSj4oxzP0b4nt5LfUevW9X+btIQ+9Kjn9ZYKZFG1owyGik0x ikYIYykZp9EtWt2hHIXU+WE9m9AaFOTmCYhkufKuf2+aEuMldfvwshQrtWlvIjxzO+/nHWYUZ2t8 /tny6GcD0Pti0gcjk4HKAvfJgmT5wOBvz3f6WBel8Yd5ja2Eks1zbzfpTcQMvtfRx3B+XeUdMktu qBeJIZ0C5r64hForWw0Gv9GTZZx1yGzQ4iV/2rtUBvQcVUjUKBo805V883b4TDP4pZjgHjG+Z1K3 DzQg5gB1D6NQ7A2ne1PRerUxK/ONaGLMcEXLV+KshJsE+SMl9EeT5l6vFahCJQ2MFScfZX5QctuU wLfDMbYqCpKooh3EJbavNgplinysCGBVRjoX7W2VtG/m6R0ecUPJOY/uGaO2zLOvyMO7YykIgCU0 9vILksld4zvzpyZ9hLXjYvPdj1azOiqUyRvv3vF/XdPmeKQZ4pc08lVVd+Yw3Wag9f1SeUKEo2Mh J5r6/tosc6ZLXki+iKW1rkgU3VrS2qAjfMDiMLQelWr/6clxxYqbphLWO46ZwdPNbGIGF1qJrXIR BnwD5XgU2jhPwUzRzVFfw1Si1SyOjx9fq19jfMmnJA/swLQ/6ykaeQiStEp/eRxDUpdPDvssYXok 5yQtTdIK2VA9pRgkWSiUuvhsnIufkWQMtbo0jltsx5Eoea3opGjqnBhOsaXZ/OtIGxo1cSiusfBy bFhJUQDXG1TnfNrivWQkRBF4GbvM+K6QP3F03yy1mWjNySVrDeyThPbLz/5wsS05nOkp79hCk2Ep xH91dXpNOwlVIGyW/YM8ESwf26kshs7f8kiHWSq5p4vWZvSXbHumtt4dKJ9a4tSS2Bb0aLuc1T3p BLLkIBybnZUTu0HoZHUhUv5yBnjwCtfL4kK1jSBFmJHgWE+m5Gixmev/8IP1/wv8P1HAwh4EhMGh DkCYHdZ/AY7Bm4sKZW5kc3RyZWFtCmVuZG9iago4NCAwIG9iago8PAovVHlwZSAvRm9udAovU3Vi dHlwZSAvVHlwZTEKL0VuY29kaW5nIDg1IDAgUgovRmlyc3RDaGFyIDQ5Ci9MYXN0Q2hhciA2NQov V2lkdGhzIDg2IDAgUgovQmFzZUZvbnQgL1VEWURFVytDTVIxMAovRm9udERlc2NyaXB0b3IgODcg MCBSCj4+CmVuZG9iago4NSAwIG9iago8PAovVHlwZSAvRW5jb2RpbmcKL0RpZmZlcmVuY2VzIFsg MCAvLm5vdGRlZiA0OSAvb25lIDUwIC8ubm90ZGVmIDYxIC9lcXVhbCA2MiAvLm5vdGRlZiA2NSAv QSA2NiAvLm5vdGRlZiBdCj4+CmVuZG9iago4NiAwIG9iagpbIDUwMCAwIDAgMCAwIDAgMCAwIDAg MCAwIDAgNzc4IDAgMCAwIDc1MCBdCmVuZG9iago4NyAwIG9iago8PAovQXNjZW50IDY5NAovQ2Fw SGVpZ2h0IDY4MwovRGVzY2VudCAtMTk0Ci9Gb250TmFtZSAvVURZREVXK0NNUjEwCi9JdGFsaWNB bmdsZSAwCi9TdGVtViA2OQovWEhlaWdodCA0MzEKL0ZvbnRCQm94IFsgLTI1MSAtMjUwIDEwMDkg OTY5IF0KL0ZsYWdzIDQKL0NoYXJTZXQgKC9vbmUvZXF1YWwvQSkKL0ZvbnRGaWxlIDg4IDAgUgo+ PgplbmRvYmoKODggMCBvYmoKPDwKL0xlbmd0aDEgNzk3Ci9MZW5ndGgyIDEzMDcKL0xlbmd0aDMg NTMyCi9MZW5ndGggMTg5MgovRmlsdGVyIC9GbGF0ZURlY29kZQo+PgpzdHJlYW0KeNrtUns8lOke p5PJjta9tOzRI5FbZgbDDnvcaaXBDnJLGjMv3mnMy2uGGbfNMeGUJkW5xUkkVoxjXRJnpRCOrohW 5FK0RUbZWpe0L532fI79c/ev8znv+36ez/P7/r7P7/d9v79HR8vDc7cdEwmGnBEOdzfJmGQJHKg0 EhGQjIlEe7yOjgMK0bkwwnGkcyFLQKJQTIAzFIxtsM+SbGZJNsHrAAckQoDCoWFcoOegv0qyAHbh EAoz6BxApXPDoHCsBoPOBp4IA4a4AmNgx2YD2uqJKECDoiA0GmIa40kkwIQZXBAMhcIcPGFVkgsn BAEWH2AmL+JjKhpCozBRQG9Npj7ARDIRDlsAmFAInuCGYN0gTMsfIWt9cWcem+1GD18tv2rUb9L0 cJgt+DcBCY/gcSEUUBEmhHLWU32gD9qoEBPmha/PunDpbJhhxwllQ4D4AYKjnGE+xPSAuYwwEEJn R0FrOMRhrheBObcmgeDt6Ofo5GP4YaZrOQ86zOF6CSJ+rbpKXotJ/4kxd1CYDwKImL0kjIi9H3eB 63o5cRgIE+aEAhOyOaCjKF2Ax24PFpFBHAnAHCbEBxAfE0ww5iBc7AjAPEkAIQiKXx2oGQUQEA60 Cq7F5iRAgCJ52FB+RciAYLcW/fYn7e0RftxuEzIJYAvWlkikAIo5JeG/md4cOJIHuTgCMpFItKCY rqEMHopCHO7azcIc/BiHwJjfEMSHGPiHDxCGlZCVXZ9SnuhUfPdbGQNp+9CGDLfvrvX+Uy558JQ0 u7TbNdJgpMZ3sSJPRX5SZnJ7zLJG1LHm+K9vOc8mRWbk9K9MRh+azItt1PB9lUcVPI3Y8Tb5hUJT fd/8NFna/f7Iv8qz/EraCyQdL4o89By9pjY90pJqDYiubc0Xmlv4OuexvVOP1uiaatEUcyLL08xS h2MUs05vHL6TnMhKlb1iODSHNPOUF4tlz2euHHi75aQSo3m7KW3cQJU2ZTNdVpKqqPCP922dYtt8 EOqJgkmZH2Rp3S7JhSop4oJYdaegexK1205p1OhZo8ZmX613OuaBI6VPgkwNg8JK9g5eJEpOFyOX T+xakI1deQ7O/ky50Oya+c3O0SOz8QqZ3KIT+w/o+8tofdrI0lbzb8/Lv6saS5KfP+etbpeI3xFh k/U+jmebF2iXUBqFhycUF1n2+suJ7sFyCm0dX3r8WKhWWKe5z7WNpoYSNEW2c2P2IoGxePSAv0dv Ok2Junyf6rUhvkVHeVgJ2cgYsaVdqvSst7uQmPQkKYsvvE0O0XDZYlNUiDdI2RxH906JJP5lsgpX Ju/mJK+Gi46ebKo1yNt5udm6ujsu1mqlzH2G0rMU7hVQ09xWeHBrNnNTRUGWN7tPIrtz1ic/TKr+ kaVYKGfT8Vc91FxkZc8dxnWbi08ynFs1HG6iPTsJVlpGrgPSJyKLLu3Ly5qRyry4BPnMj/IU94gH QM50sfSVqjAlhRyLs0+T5nCqLl8/DuBtNLlAfFdcx/P/om4q26CiVRt3Xj13+edtBZFXhubPeFx9 fm6uMb7lZs9ZF1FP5nF1NcX6CCjhR+1Sv6FUH9U4VfxXuCi9qYmFGwnb0mqEGQ7STptHm7e8fC71 JP0WI+318pdH+bN54Pwoxz12WCyfoLltt1LAXGXmZzEm/r2npowNVXoURRa6rYq541I47W3Hvu16 PW76Qsdq+Dh+j18pS8kaF/xFtSyrtd7Mv2VB3vVg7yJ8XccuR8NwOVux6k0d/nidGelmbe+RAS1G oVTgYee0l1tb5oUOU11PlwLa06x3fV5tpncmMIDFll54OL8vU9JFLdikd7/0J4qcwNpeZr5pcUiX H3hHvkoYqmDU8Gq6U/bQHiv8m01jpMobW0JcuZ1LTSQ4QtQ1mxuzREI9P28Q90/eti37TLnA+ap2 CdvrWKrK9+p2Oisit6x3hOqY+K8873lml7zP9flzEsEy6k66Mn48pa8tYMjBpLhYzpYX+MNYgwzZ 0XvAwOti+pSkkffI5nZhr3/RU7PNXTXCevlnGzwqlI+rNbtZhz8jP2s1u5bKoqcdPRCjMk8StMxY FGcUHKptn7gyeKZpf99s2YOOkWunJDMx71rY3Wo09oQ0EvMk+wI1eNF6jCr9za2r+Lf3ss/ZDGQe 7I6vtsCl2qKdYybtt1itGuV99vFB+o25g5Ze036aM9+X5skL2/ZUnZSVeMZ3D1esiAR3cu5fx+0i nv7b+aF0riiuJVdSmdbC6rh+WfkGGT1ltbKSWPhw1q2nM6g8scv49UhdW+Pya99nXgotN9/vvZyG 4zQ9/tOZAnHwkcSXRjmHsw/5punSD1vL99dusK9MYMwkq55gnVPf0T9ZuzV1u6T2qBFJgnvVOGj1 uPK5hfb+a8zt82BXkpLIVPJd39VPdC91BL2Zvsv/e41YWObIf7AkbHTJ7J8rHip8MetuViJXZDs0 /unewQVNo4nYT04/aNDLslnI96GQtfdmvtuX8dPGi8sqxN/54P9f4H+iAIMN0VEuEk5HD+N/Af4u 8IIKZW5kc3RyZWFtCmVuZG9iago4OSAwIG9iago8PAovRmlsdGVyIC9GbGF0ZURlY29kZQovTGVu Z3RoIDE3MTYKPj4Kc3RyZWFtCnic7VtLc9s4DL77V+goz6xYPkXyuH1us52dPjw7O9PtQbWVxBvH Tv1omn9fgKQURZIdZeMkTuqDLYoAQRDAR1CwzKKjiEVveixcv/U+f6HRqEejA/j8B59z+NBIU0U4 U5GymmhlonkeHfY+9T6UAylcaUUQi3AYKwfSaHhaMtWvBTMt5QMzMUCFrzeV1iVjUuFcp7RlRNu0 TeeN09W1YoYYa6IExVGOvNG3iBJLKdwhS7Xt1Eldb6RU0fXs7SmLXs5g7uhy+qQQzC3hytsH++dH geFjRQdBmOYwRBMmAq+nnURF68+G8eGjiJYNGxEB0zobEWZtdNpLFaFKhttJzUgJk8RKsVaKG0RB im85blmX4piBYpgzdorGTtG3ZasyYcm3zrOpBIvpYqoWx7bMVDcODOZWXg3M54Pes9dgsJRY+B4c OtbB6HP8x+w07ydCyfh9n9s4O8r7XwYHvVeDUpy0xKbCi2M1VBVXwlEZ3mWxNzFuAuZIIdgSHGVv 5W2QZApJTWwRFZTipVLYckHGWpSS4CO6VkrkR1f04U19Aqlq1bbIX4+cBERIBdCRKREmdfBlhEZE SRsRwC2OqvV8bEYLLVa5DSytR+RjxVJKaGraN/m1mBqMlxMHKgWgEhRA1U9Y3ASWIczYzcC6T4C1 wOJ/AqwFqjsBsC746Ao45QUjaX4U4LoeXvtM1YouQ4RkV9FFNHLrTfh6MZsu+wgoQNUUGstFA1qK WJbuDrSefu5qImEzkBSz95e5BBxwBXs8mUvAwVvIW2KLEmnS9swFx3xiPB+RUTjKO7hBrmvA7eCg gFfljM9BvDQPizBwqxC8c/LaEAVAUkDaRvICUUyILggr9WkirCBtL3mBqXhw1xPAmt1BrK0pBdwM a2/f/hpY4zuGtW1CzaU32Hor58RbQG4riNupk+NWEMcBOdvJbi2AY5pYtUOA63B87Jjcbnl83Ce3 XzC5bQ1qbbnNQU0/Kaitz5JPJLfd56PbL1l0lKBurSyythjiK4xYCmmW7gFcSpVlkPoD+lqRvC5H EE1rx9vybEqkrsC+TdzssC7PECnsjdWSN1CrasJHXlOV26uppl22k4euqe73kzsos5q0BpS1KHsz 879cPM+GuKmctJRWheUPj6wtlFTl9kqqu46sfaa+G2TBmnnXTP0aM/VqMvH4+jSc5+EXjOYP7lxc 8+PFPnftGsL2uetOEMbFZSnmWoS9mMwQUYvmT+1FoO2T1iOC1D5p3Q2kFMjoCqkPqz6Lx4iqZePx yxC7C6Da56lrQKUNSTksUXLCKWt7XK69UNpS6SuF8TSFR36B76lCHMmbQtQFGpORf6mwEmj/UqYx wlwYaghDJPpICcen8XzRiEFIDyatvetYV1kQEZ5X7lZRHhjez/PvLXrqohK3SU92H4oWFv0r/9E0 qCSqXlR5cEXfufpWi/c50aaD9+9F2cL9lw/QqPSw8QAN2ybjfLdCtvOjCeQHandL97WHPo4bVQdl 7zWUN+RT2CPUdcZNtIQtmutIKQO7r2zbzFMhmv9MuExSgZowmxIj07J0yyyCXxtdXc/vEBFaxX/3 rfLv280vfM+H1RgWMuwLLBG5npf56ay+JPw7gwDjtSYdxohg1eIxGJRpp1yLRa/Wj1Nq2tdX2LqU qVtkvvMugkzHqAto5yQucLigOqzc8VwZr4hhmEdLpgEyRVheixJfjcbeV0WvLGrU2PsPmInyeLXw dlz429nhMp9WKK6vz9P4O37l8+M8GwXW0Wo+nh5hG4LnOB/Pffcym5yAKxYoldQtlYBLLQXtuCbU mt1yw+A4h2iC836cwQLmObYFmGGFt5OJo7E4m07BIDq+cAYZ+QFf8SYMBlv4xmHmQtJhK1Cy0Fos s+nIzRIEFDbWIazRzoF1dojvlCL9HL/cKP8Ct6OPF0F47nrniIOvk0DMHKox7pmFbd66dTpZF2f9 BBfg/JQvl+hKFv/mfeh7A8dwnE3QABeedg7t47AdO9+Pl54wnJ3mLjREvJx5kmP7hltMthzP4DK9 JixgQ+ewm+xgWMARPs4wJuBYHuNSACiFEYC0mmbovEsPBU7vcmy1gRxmckfh62Eu2mHOuuEcph9m QdOz+cz5dbQalqsBzQO+cUnHxcvMuBCHdmDKwvXcxehkApEiOW4Sfg8AwS7ukeXMxz3IO+ljDB71 w78Nnr3mtLKuhAsISmFDcBqn7tkIbbtACWBDGDhtsYgBx/E0+AeQ5KMt83F4mJ+H+9UPBMNk7BwS wvcsKzQT+O+ixYYtinL33lTXlPYTYdg1pgplbmRzdHJlYW0KZW5kb2JqCjkwIDAgb2JqCjw8Ci9U eXBlIC9QYWdlCi9Bbm5vdHMgWyA5MSAwIFIgOTIgMCBSIDkzIDAgUiA5NCAwIFIgOTUgMCBSIDk2 IDAgUiA5NyAwIFIgOTggMCBSIDk5IDAgUiAxMDAgMCBSIDEwMSAwIFIgMTAyIDAgUiAxMDMgMCBS IDEwNCAwIFIgMTA1IDAgUiAxMDYgMCBSIDEwNyAwIFIgMTA4IDAgUiAxMDkgMCBSIDExMCAwIFIg XQovUmVzb3VyY2VzIDExMSAwIFIKL01lZGlhQm94IFsgMCAwIDc5Ny4wMTEgNTk3Ljc1OCBdCi9U cmFucyA8PAovUyAvV2lwZQovRCAwCi9EbSAvVgovTSAvTwo+PgovUGFyZW50IDIgMCBSCi9Db250 ZW50cyAxMzIgMCBSCj4+CmVuZG9iago5MSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBb IDAgMCAwIF0KL0ggL0kKL0MgWyAwIDEgMSBdCi9SZWN0IFsgNzE3LjM5MSA0NTguNjc0IDc4NC44 MzYgNDc2LjgwNiBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9UeXBlIC9BY3Rpb24KL1MgL1VSSQov VVJJIChodHRwOi8vd3d3LnBlb3BsZS5mYXMuaGFydmFyZC5lZHUvfmJmYnJhdW0pCj4+Cj4+CmVu ZG9iago5MiAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0Mg WyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5MSA0MTIuMjg5IDc4NC44MzYgNDMwLjQyMSBdCi9TdWJ0 eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVuZG9iago5MyAw IG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBd Ci9SZWN0IFsgNzE3LjM5MSAzNjUuOTAzIDc4NC44MzYgMzg0LjAzNSBdCi9TdWJ0eXBlIC9MaW5r Ci9BIDw8Ci9TIC9Hb1RvCi9EIChjb250ZW50cykKPj4KPj4KZW5kb2JqCjk0IDAgb2JqCjw8Ci9U eXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3 MTcuMzIzIDMxOS41MTggNzUxLjQ0NSAzMzcuNjUgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAv TmFtZWQKL04gL0ZpcnN0UGFnZQo+Pgo+PgplbmRvYmoKOTUgMCBvYmoKPDwKL1R5cGUgL0Fubm90 Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDc1MC43ODEgMzE5 LjUxOCA3ODQuOTAzIDMzNy42NSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAv TGFzdFBhZ2UKPj4KPj4KZW5kb2JqCjk2IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsg MCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzIzIDI3My4xMzIgNzUxLjQ0 NSAyOTEuMjY0IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9QcmV2UGFnZQo+ Pgo+PgplbmRvYmoKOTcgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9I IC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDc1MC43ODEgMjczLjEzMiA3ODQuOTAzIDI5MS4yNjQg XQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL05leHRQYWdlCj4+Cj4+CmVuZG9i ago5OCAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAx IDAgMCBdCi9SZWN0IFsgNzE3LjM5MSAyMjYuNzQ3IDc4NC44MzYgMjQ0Ljg3OSBdCi9TdWJ0eXBl IC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvR29Ub1BhZ2UKPj4KPj4KZW5kb2JqCjk5IDAgb2Jq Cjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1Jl Y3QgWyA3MTcuMzkxIDE4MC4zNjEgNzg0LjgzNiAxOTguNDkzIF0KL1N1YnR5cGUgL0xpbmsKL0Eg PDwKL1MgL05hbWVkCi9OIC9Hb0JhY2sKPj4KPj4KZW5kb2JqCjEwMCAwIG9iago8PAovVHlwZSAv QW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5 MSAxMzMuOTc2IDc4NC44MzYgMTUyLjEwOCBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1l ZAovTiAvRnVsbFNjcmVlbgo+Pgo+PgplbmRvYmoKMTAxIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAov Qm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3MTcuMzkxIDg3LjU5 IDc4NC44MzYgMTA1LjcyMiBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvQ2xv c2UKPj4KPj4KZW5kb2JqCjEwMiAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAw IF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5MSA0MS4yMDUgNzg0LjgzNiA1OS4z MzcgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL1F1aXQKPj4KPj4KZW5kb2Jq CjEwMyAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAx IDAgMCBdCi9SZWN0IFsgNTI5LjU0MiAwLjQ5OCA1NTUuMzk4IDkuMDQ5IF0KL1N1YnR5cGUgL0xp bmsKL0EgPDwKL1MgL05hbWVkCi9OIC9GaXJzdFBhZ2UKPj4KPj4KZW5kb2JqCjEwNCAwIG9iago8 PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0 IFsgNTU2LjcyNiAwLjQ5OCA1ODIuNDkxIDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1Mg L05hbWVkCi9OIC9QcmV2UGFnZQo+Pgo+PgplbmRvYmoKMTA1IDAgb2JqCjw8Ci9UeXBlIC9Bbm5v dAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA1ODMuODIgMC40 OTggNjEwLjMxOCA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvTmV4 dFBhZ2UKPj4KPj4KZW5kb2JqCjEwNiAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAg MCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNjExLjY0NiAwLjQ5OCA2MzYuNDIzIDku MDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9MYXN0UGFnZQo+Pgo+Pgpl bmRvYmoKMTA3IDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQov QyBbIDEgMCAwIF0KL1JlY3QgWyA2MzcuNzUxIDAuNDk4IDY3Ny44NjUgOS4wNDkgXQovU3VidHlw ZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL0dvQmFjawo+Pgo+PgplbmRvYmoKMTA4IDAgb2Jq Cjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsgMCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1Jl Y3QgWyA2NzkuMTkzIDAuNDk4IDcyOC4wOTQgOS4wNDkgXQovU3VidHlwZSAvTGluawovQSA8PAov UyAvTmFtZWQKL04gL0Z1bGxTY3JlZW4KPj4KPj4KZW5kb2JqCjEwOSAwIG9iago8PAovVHlwZSAv QW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzI5LjQy MiAwLjQ5OCA3NTcuODk0IDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9O IC9DbG9zZQo+Pgo+PgplbmRvYmoKMTEwIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsg MCAwIDAgXQovSCAvSQovQyBbIDEgMCAwIF0KL1JlY3QgWyA3NTkuMjIyIDAuNDk4IDc4NC43MjQg OS4wNDkgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQKL04gL1F1aXQKPj4KPj4KZW5k b2JqCjExMSAwIG9iago8PAovRm9udCA8PAovRjc0IDI1IDAgUgovRjY4IDMwIDAgUgovRjE0IDM1 IDAgUgovRjE5IDQwIDAgUgovRjE3IDc5IDAgUgovRjMwIDExMiAwIFIKL0Y1OSAxMTcgMCBSCi9G NTggODQgMCBSCi9GMjQgMTIyIDAgUgovRjQyIDEyNyAwIFIKPj4KL1hPYmplY3QgPDwKL0ltMSA1 NSAwIFIKPj4KL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUMgXQo+PgplbmRvYmoKMTEyIDAg b2JqCjw8Ci9UeXBlIC9Gb250Ci9TdWJ0eXBlIC9UeXBlMQovRW5jb2RpbmcgMTEzIDAgUgovRmly c3RDaGFyIDE2Ci9MYXN0Q2hhciA4MQovV2lkdGhzIDExNCAwIFIKL0Jhc2VGb250IC9TUEVVSFYr Q01FWDEwCi9Gb250RGVzY3JpcHRvciAxMTUgMCBSCj4+CmVuZG9iagoxMTMgMCBvYmoKPDwKL1R5 cGUgL0VuY29kaW5nCi9EaWZmZXJlbmNlcyBbIDAgLy5ub3RkZWYgMTYgL3BhcmVubGVmdEJpZyAv cGFyZW5yaWdodEJpZyAxOCAvLm5vdGRlZiA4MCAvc3VtbWF0aW9udGV4dCAvcHJvZHVjdHRleHQg ODIgLy5ub3RkZWYgXQo+PgplbmRvYmoKMTE0IDAgb2JqClsgNTk3IDU5NyAwIDAgMCAwIDAgMCAw IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMTA1 NiA5NDQgXQplbmRvYmoKMTE1IDAgb2JqCjw8Ci9Bc2NlbnQgNDAKL0NhcEhlaWdodCAwCi9EZXNj ZW50IC02MDAKL0ZvbnROYW1lIC9TUEVVSFYrQ01FWDEwCi9JdGFsaWNBbmdsZSAwCi9TdGVtViA0 NwovWEhlaWdodCA0MzEKL0ZvbnRCQm94IFsgLTI0IC0yOTYwIDE0NTQgNzcyIF0KL0ZsYWdzIDQK L0NoYXJTZXQgKC9wYXJlbmxlZnRCaWcvcGFyZW5yaWdodEJpZy9zdW1tYXRpb250ZXh0L3Byb2R1 Y3R0ZXh0KQovRm9udEZpbGUgMTE2IDAgUgo+PgplbmRvYmoKMTE2IDAgb2JqCjw8Ci9MZW5ndGgx IDg1MQovTGVuZ3RoMiAxNTMzCi9MZW5ndGgzIDUzMgovTGVuZ3RoIDIxNDgKL0ZpbHRlciAvRmxh dGVEZWNvZGUKPj4Kc3RyZWFtCnja7VJ7PFTrGk7uo1y2tEO0EA01ZsYlmaJcBuMyLiXmUJpm1piV MYuxMC6ZwnYLIW2TXdNlFAabUpI0P9LpJpKITq5d6KTkkpTCHqq9z2n/ec5f+7fX98963+d5n+/5 Pe9nqOe1HWNHh/eCTjAbweBN8QTAwYPoj8cBeFMcDmVo6MABqQgEsx2pCEgA8NbWZoBrJAswMwfM 8AQzM4LFJpQh4ACHxXCgYCYCoB2MF0hWgF0oyIFoVDbgQUWYYKhEg0ZlAdthGgQiMaaAHYsF+CxM RAA+YATIiQLppig8HqBDNATYCwZDbBR2wRKJzYABqy9temTYNygK5ERITAHoBZfGgMQjHWazYgA6 yEBhybDkMlBi5f/h6ntxp0gWi0wNXZBfzOlPODUUYsV8ZcChYZEIyAE8YDrIYX9P9QO/mPMA6VBk 6PcoCaGyIJodO5gFArgvLSjCCeKCdC8IoTEBBpUVAS72QTb9exOS5BYtYLd7EX1ddq7/utNF0IsK sZEdMWG/yy6wF2v8H7UkHw7EBQJwknzxEqLkfPvb9d1lRDYNpkPsYMDMciNA5XCoMSjJ65FUlkAc HoDYdJALgFyJY6wpG0YkI4AklP0AA+agFjaK3whgw6gckM0CGYg9FLyAfgGsvgKLO/xPZBMOwEZE hoYuPkwE5CJ/IHjJDAemR9KQ3/t/jsbeHubGYcwsAIyZ9UaJVwtLC8DKymz/fzN92VB4JEhyBCxx OJyVlcVilxbJkThCFt+jJPdvNQOSbAkEuSAN9fgRTNucvK+gJqU0gShsE8maSNkHX84hVzc8vKaU 1J0rxTp31y3cpO+C/0xZobrykOzQmujP2hEZ9fHeLU5vD4bn8DvnhqL2DBXGXtH2nyj0iHkRpj+d NKJytabj3WtLKc/2vubSfErRP0+M3Rw57YV23DEs36O3pDEg6mLjL8kbrfydClm+qT9dMDLX81Hl h5emWaT2Rqvm58n03k9K2JeqULv+yThcH/nDjFDh1JG5wKnauzeLxZfa9KNeqM1XmgxqqvbJw2vx Ovlt8eVNBpN70ni6p7V7i/N4k2aUlNmqsv7b2W7bhvnpep3erxWCR+46Nuz0G+vJtY3DyZydHDSP g1Ln6okf02/3hDZU+CXkbJVt67RXOPUrD33LYhzXaH4xWV/ckWJ95jLZXWFiWPWp67FJ54F31u5D 5PJLJD92ugzZ55WYEnCHrhF6InN9mQqJQT6qE69l82P6DZ70LVktWufLfpmZcmdL3cS7AzGupdAG ug8zAyk+V1yhWFvK3WKwu/GV3k4j7cPV+MRwYh8+gN1Y3V0TZ24wTX317rrBVT139xA5jDZ6jZdd GxN/kqQmmxTV/baOkuYmxGcG3NmZPHFwgKLd8OBCEcVEnTcpRV2iWVvu9CvbpV5RNy3bMZWZ5PXv Ci9k1MVl3ern5U1ZmfWHbarR6r2d1XaVhQwptFbdJteCQ3wXAu3zDf+2Z/VDs0nKCYpVT/ixIbTL Tps+n9Q7m8l0Fmj9pL8zrOt474typeip0vy7YUpBKuMfeTdtZwcMDlqOuZ4AmjT5500GGFFNe1do iYRHW96iSAMrdMwp4MQnOz6p4FjrvduiXYY+dK77Q5Rt4tG07E/X5VC9XXU3/jE62jIf61ySDXW7 C/yMVjaWQ0K3oOXLX46S+0+69kmnMhXXdndeth0jV/CIBfElFREdvcQ+TYaw1nC1dMpKd0v/A71G ireVf35QlrI6j4Jk89+H65DXahkJOtdMoi2c6ISP41mtwSvVnmB32RYnDFu0ix8ZfIwYSlbKqtDd sMWI0evxoPH+ifOzGswPLnk3l27LmD2IqB3KTLofly3r0vaWHRk4r7yp8Bypr3dNUeC6gKuWH+p3 OFIFk/LvTUlr3WIxma2OXamdAT2ntDfwRJP54mEZcfGKhyFPAgqtH0wc9a/MaL3lYKAriL8Sd+S4 wYh/zI/Gmd2eLzDPKSqnLlP6C7dF+GY/S55MuDYl/QuwTGxXjSd4r4qOfdJyUehQ49NaO2O4QgGx zdc8Bp9qSM3NJaenURwMpjXGy8oV3rZXnLtPoRgS1xEJxstsdAkqt1JJPt0jyc8GM4x526qXHbKf nW5/6Smn8OEA/7pqCmd5tW9OrvhEtJJt/MMObc4BcjpamNV1Y0Te3LpSWWqL9LSUQFrxDWJciJkr xjw+b/bJKuQpGvtORp1Utb8u2eXzEKnoqGqzcOXYJ4bxawEkk2gzFcL4NLIyz7hcum7W16RZlJgX b+Mulz1qvnXZIbeTWJHH1ooupoFKn2+2y1LrRyWBGP0X5wfrxfcCkuQwQdcd/cupcyL4TIYjVnlV A14lveZfIs/jm72C4fnYayXOYmcNbkV7+/OJiZJnRjorjJbev+KstYHjcbVAI5wvx7sjjq4EhaV1 eR3z6MdxISMDzfSXuKyn4yaERPmJEEL6aqBKs7Y36PN2zWvt7AtFQVj7p2M/kASrgt7wcI2EGfvn u29NR7XuL36s7h03/sbBunl3f6V2VXYNYSmzbA1av/1OIJfm0HPQRauB6MuvEUIp6zcLBLktYuV9 nlvIXQfeNZfoy+05w4WnpKVYS+fbrirq5NaLZl4RCB3eO1TVTi9Ta5TzoswV0HnL5a5T3g+e/fg+ UYdGqCRc+/lIS3VXqZNGZlODYHWBQp2CyuBto+1Bxwx9igINuGxRvseN7qo9iWeMHIZ01Dl3fNfH hx9rujcxnJ1qvoFzSbujn0K9BG2rGfCaFQEpwz2T53YR7YWeKfI2wcY5OUzP8Xi/l+8DvUfdl9yc VVrbwc0XlaAmaO1yU6a5ZwR2RYcbh5u3Uvcel+dgswJw/+OH+lvgLyFAY4FUDgKHUjkhqN8AG65w aQplbmRzdHJlYW0KZW5kb2JqCjExNyAwIG9iago8PAovVHlwZSAvRm9udAovU3VidHlwZSAvVHlw ZTEKL0VuY29kaW5nIDExOCAwIFIKL0ZpcnN0Q2hhciA3NAovTGFzdENoYXIgMTIxCi9XaWR0aHMg MTE5IDAgUgovQmFzZUZvbnQgL1FUQ09aVCtDTU1JMTAKL0ZvbnREZXNjcmlwdG9yIDEyMCAwIFIK Pj4KZW5kb2JqCjExOCAwIG9iago8PAovVHlwZSAvRW5jb2RpbmcKL0RpZmZlcmVuY2VzIFsgMCAv Lm5vdGRlZiA3NCAvSiAvSyA3NiAvLm5vdGRlZiA3OCAvTiA3OSAvLm5vdGRlZiAxMDUgL2kgL2og L2sgMTA4IC8ubm90ZGVmIDEyMSAveSAxMjIgLy5ub3RkZWYgXQo+PgplbmRvYmoKMTE5IDAgb2Jq ClsgNTU1IDg0OSAwIDAgODAzIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgMCAzNDUgNDEyIDUyMSAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDQ5MCBd CmVuZG9iagoxMjAgMCBvYmoKPDwKL0FzY2VudCA2OTQKL0NhcEhlaWdodCA2ODMKL0Rlc2NlbnQg LTE5NAovRm9udE5hbWUgL1FUQ09aVCtDTU1JMTAKL0l0YWxpY0FuZ2xlIC0xNAovU3RlbVYgNzIK L1hIZWlnaHQgNDMxCi9Gb250QkJveCBbIC0zMiAtMjUwIDEwNDggNzUwIF0KL0ZsYWdzIDQKL0No YXJTZXQgKC9KL0svTi9pL2ovay95KQovRm9udEZpbGUgMTIxIDAgUgo+PgplbmRvYmoKMTIxIDAg b2JqCjw8Ci9MZW5ndGgxIDg1OAovTGVuZ3RoMiAyNTIzCi9MZW5ndGgzIDUzMgovTGVuZ3RoIDMx NDIKL0ZpbHRlciAvRmxhdGVEZWNvZGUKPj4Kc3RyZWFtCnja7VJ5PJR73yaUpbJlmSzdYmSJWRgM Wca+N/YlZJq5MczCmJF9SSjSJjoqjSWVCKGQLEfWKNtBOtbokZ2oJMszOec853l6/nzfv97Pe9// /K7v9/pd3+tzfX9QGayDCoZAPQOaUil0FYQqQhswsrGxQMAB1hkO54VCjWggjk6kUoxxdFAbQKDR GoAlgwQg1QC4pjZKTRulyQsFjKiBYTSirx8dUDBS/EHSBDBkkEbE4yiADY7uB5JZGngcCXCg4okg PUwVwJBIgP2PG8GAPRgM0kJAgiovAgEQiHg6cAb0JVJ4YT88WVB8qIDmH2UCI/CvVghIC2aZAhR2 bSoCLJMEKoUUBhBAH16YLZU1DWR5+d+w9bO4KYNEssWRf8jvJvVffRyZSAr7k0ElBzLoIA2woRJA GuVnqgv4hzkbkEBkkH/uWtBxJCIeQ/ElgYAKQl0Vrv5HnRhsSgwFCVgiHe8H+OBIweBuHaQQfnbC ym/XB8zO0eiku6Pyn6vdbWJxRArdMSwQBOB/s3cx4m/MColGDAVOwVXhcASLyPr/Onn+NMyEgqcS iBRfAInSAHA0Gi6Ml/WIWAgFRCAAIoUAhgJgKMsxTJVCpbOuAKxkogAfKo33x1411QGY5Y/SHwgF wKz+RloAzPZfCAFnNYn/BjUAmP+/QU0AFvA3RCIAWNgu/O9sDA2poREqakhABYlieYWra7EGw6P+ k+hEIQYxQAtjAAXX0lTTQu1W8QwaDaTQd18lK/e/sA+RtSoQDAXxvEMDVLzOef+bzxILok3yuh9x KQZLZj4431mXUJGpozo3qiP0G62yyxGU/iSYIOhPLBTIWLB6DCP4oMYhzzCRrREOsIS3gq0HDinm 3HLYt4Sf8/Da08ZsaeQnZ12cHjoyFVipvPRO9vNYSB1XifUMQjMXspDMWTA4sLUaHRDzenyI7xeC 7IcMXk9mjXU66Pxx7GrHxrwZNY86lN8m5nHrs/D2EKRxpDdg+EAmOoVpw9GfqbvJA1cM9Zl4zYu4 HXBkyPUu2tJBm1tS4zfn7EyA7bCuTKarXnWVlc0i92SPInpSJnN/r8W5qAxzFwunLxKPcoTwBRIk XbN8CDtY2uheT9aj/Jo0VWp3TiigtBupewMRWJkOtff+tgX9JJfKueb5/fvo150USP0SPkKGTbx4 j4uy1m39EAXlOcVOOISr70KrjBvOL22ajtE3H+UzSGkhv9GfiKxetwFc0f2xhwYeXpAdQvLOaH8j 38w+buOuXFbVet3DJJQN7dZEOTGRuzzbVJ9yG+llanRq1PuF46ByW9HThjxj4aIkTs/WKlPTPLkq burbSUMxGT1hSR0RAYzHlCPgd3no197Qq/N+tZFCqI1vUoXaGlm9mzofujKcWisXHmhIRXN9iJcI uKw676gUobXIUWdV5B3WrVVU3toueuwmwTFSxe5mQGGBVUEiOWwFzZP+CF26jODIjqxdw1Q1+zBp V4ESBauYz0qKLdDTr4pW6AJXsd9zvVVpbvov6hspNMpU8beIEOSLk6dROh6+2716D+zv5UdciVla GVSXuniaV5tv4u0kGhJoEp4RvXP+y1szBp+gSVXnqSHK9KPMkfZxInoyvvaeIENW1/WxvF49pKTh /bqBnQpS0McxAk5yU05mn9iAEqpzyUWHoIRDU22GOF+FIfFWG+GXFmvilNbqwJREUzr0/lZ5XoYz LHrqrUGFhgzdej1Xm+Igb/GMpMS2Z4RzfTVDfOozLS6rz1zzafZlgv5wDtb9S86G7ljPBiNW+NVC 8uvfa9RsfGx2Tjmke4v5RGLuGMi8u36TxMDmZDS6bMrIDecJb83SlgfCCVbP6+coFLtwP7S7oTSn w9zy5lhQrVbTCU9Ornt+bVkzOBeLiYX3+27uffVZe5UzrfPir1PfoyhcChUBxp0cqvfPUL91w0Qt llqeSOUNd3X4aPjWfKvR7+JxeieMjsYeadJ8TRb2Vm0yCOxgH3//NmZ73pz9ksLhuJdQ5Lsr279d ib0gZDDastLb53keJyeWVHU/NSNpHdJRXVaVmyAwgjF8li9qvvpRpZJ+IfvL2JmEYrk022b32n3P KW4zPbpBXmrrTq1lDRBb5jzm88Lg4puxbvmjO4eVzupOyFfhn3mhVSS+OmaZWMYnfz9pLtGzvIoJ EZA0VhrtZvhkS0dBLNPnD8bQu1UM0s5UmByQnFxUrdjb9Vj2VN8+fqsr1AR1nbmey1NBYpeghB4D vqcfGZ2V+41E3cOVgBn0zGHR+6+Qwsk3wL68cjjy/sughyOLBUUVcr1kLm3fuv1iBXYP+IqbW7c9 BrmT61/i4gVeNfN3vRwKvHeZLUdwZvhYuJ8vvJ2RIXJ2pf5T3TKHrNRc0ejO4WOiigbHT/onDp1X g8VEJgxFSZ+cLmgwFBrYWoJ9hXxcVjn/0EH6tfCHX9JBnoAa+4MrPb5x3W9L8SuZNYIc2WmoiuHz B/HVXP2U1GePXQ2ckh+4R4mctqg14N8LqeiXzliyhqCok/3Q248NbnLs90xRvfEm5uN0slhMEUfk qOoL2Qx31N7pB51PGGG8+EF19sQo+Q6T4ZOXvz7XEZC8WnCjVFJ2St8AeuBw5Ut7SeFDO6CYw+C8 NLsmhefdMBczxzIoULrvdtYmavztmn2GoPaeWLkmduYBPtE7FXHVSMv9wnUxPIbLMYC4OCQx41N/ QkK8ofwtw4ahS5jqGZMq9RyugPJSc65tp+Lh+eOVczKdc1KMWrRTo9DLqTV2h9n9pUoNc871I2Yv 6vZQ/4G1EWAPwlw8sTcxe6tJ2DVporuLeZoZ/oX7TkNv8qfUf4jZPdDm2NwwyxVhPv1wTMy4lFva oSJQyJnHDZ2ibtzZV6pWjXE7xc10rpFkyEuhXAdNIkbko9ZzWpLNGW05syeLgRFXk5TvFwSmm07z szs9TzKwqxOcNwrHYif3HxLX0398bdHzQ3FK9ucSMVTbxo5MbBk2KdoALJFYCjRnXiG9vzTKzHpp YMDWczk927X31tbx1dxVLqJgRZ7Y2NFXDQ3OxH6fX+Wf2uEurveVaFkOteU1opel7rlUFTh4f0VC vrtdyHcMwdqmZ5m1U/QhiAXgYDuzWNdnbuvEerdSWUlixqPuT+U0BnFaFMozUJBZyWFcVtRUvdSx Kol8QzTveWylvuCK14Hu6T1yjZ8cerauZwkYgJ9ca7Cl73vAKeCpNks+LbYFWPPc4jxCkhezc/Ms v+o3a/q8tuxJqoNWTFLmQqJ6dWyvfq3TrMWUX+TtFpOnZa3jLTJY2Y+DRrHRQexpVUEiItUym2vR lV+ZCIAWYne0RkbvRYXZoXcuIoLbblT5GW9JDX+/q83h72cm6ctCMHoBSQv7Bsy1CTmqomxYtt3Q Whg5uMdjdq79o5lv7aLOQsEGp3KdVvLMtSGS03SXZc0xubTGhd5HLkc+qdeNV1l9qn/jifyC4rz+ 0HFrVf11o2OHN35Ur/yDJ8Jzpc1pRmLYjI1HYAsrtjynjTl7roLfKMI+hEP5w0OanmHt9qXMHbwj Mjbz8C8FhPAlsHVE5vdGr6o2DwUed9w5cnQkPePaxwa2lSuhWh2F2iYdqfkid4ZmxRUZ/nLvw7Pi 5vurKvtvOg0MhMFI0EUG1zBwLuYCv2DIb7rd88pFvjPYg43DMszvRLz+BLZpwXeitu9zYmzhjMbd 1Frt93ntPu132537hMoB30cHnE/E1wkJMztTj0fZNVvlGR6NTjgipbERlxbaJtVFdm09i+M2dLYW ylrmcxZFnbNQW8ALGmf+zg+qT4Wkx4Uql0jEs7v7SjTsG91r/YT4GJt0Aim8ZsalcDdTgu8RUekG 2zDPw+RiQn9h+p15f93xmnw5Ql1+y5nmLq0Y0bLM9c2jmKaR1O0AWNx4ehrtbrDp0zjN5lB9L2fd ay7BGbO2p0J/F2smbDU/VH3ts/8bfmYMqRU/tWl1fY8zk493czgY0lCe6HVwUM9+NbuvC14oP7e3 zStr/ETCYsD1qDP346+MHbJ15BjoGxYv8Fe1JtKKc05DBkx3FA9OlONOrXmZ64UI7pVmh17B/HL2 1TPf8yn+vr3+Txrp36cERSyXI6ceTul9675156sOT76phMeI8vuDY71rRZZ9XO8ApafXbJ2V5a1F JKVflORFFwlzH9ONK5SC/w8/3v8X+D8hgCeBOBqdSsbRAnj/CcOMTfgKZW5kc3RyZWFtCmVuZG9i agoxMjIgMCBvYmoKPDwKL1R5cGUgL0ZvbnQKL1N1YnR5cGUgL1R5cGUxCi9FbmNvZGluZyAxMjMg MCBSCi9GaXJzdENoYXIgMTEKL0xhc3RDaGFyIDEyMAovV2lkdGhzIDEyNCAwIFIKL0Jhc2VGb250 IC9WQVVKVkQrQ01NSTEyCi9Gb250RGVzY3JpcHRvciAxMjUgMCBSCj4+CmVuZG9iagoxMjMgMCBv YmoKPDwKL1R5cGUgL0VuY29kaW5nCi9EaWZmZXJlbmNlcyBbIDAgLy5ub3RkZWYgMTEgL2FscGhh IC9iZXRhIDEzIC8ubm90ZGVmIDEyMCAveCAxMjEgLy5ub3RkZWYgXQo+PgplbmRvYmoKMTI0IDAg b2JqClsgNjIzIDU1MyAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAw IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAg MCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAw IDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAgMCAwIDAg NTU2IF0KZW5kb2JqCjEyNSAwIG9iago8PAovQXNjZW50IDY5NAovQ2FwSGVpZ2h0IDY4MwovRGVz Y2VudCAtMTk0Ci9Gb250TmFtZSAvVkFVSlZEK0NNTUkxMgovSXRhbGljQW5nbGUgLTE0Ci9TdGVt ViA2NQovWEhlaWdodCA0MzEKL0ZvbnRCQm94IFsgLTMwIC0yNTAgMTAyNiA3NTAgXQovRmxhZ3Mg NAovQ2hhclNldCAoL2FscGhhL2JldGEveCkKL0ZvbnRGaWxlIDEyNiAwIFIKPj4KZW5kb2JqCjEy NiAwIG9iago8PAovTGVuZ3RoMSA4MDYKL0xlbmd0aDIgMTc1NQovTGVuZ3RoMyA1MzIKL0xlbmd0 aCAyMzQyCi9GaWx0ZXIgL0ZsYXRlRGVjb2RlCj4+CnN0cmVhbQp42u1SezhU+xqupDSuQxQ7LPXY RcyNMcalwqSjcsm1C44xaxkrc2FmYZhxK5IklEu6EKKQxJFLRO6hEpUoKSHkugk7UWdo9+xz2n+e 89d5zlr//L73e3/v9673W+pqNnbaJiDbHTJnsxBtPAZvAJhZWlrgCYDwjMOh1NXNOBAVgdksChWB DAA8mawH7PdlAAQSgNM3IJIMiESUOmDG9g7gwHRPBNhhprFMIgEmTIgD06gswJKKeEJMoQaNygDs 2DQYQgIwgAmDAdgu3+ACthAX4vhBIAaFxwMgTEMAd4gOs1DYZU8WLA82QPoOg77eP1p+EIcrNAXs WLGpAQhNgmwWIwAAIQ8U1ootnAYJvfw3bP0sbu7LYFhRmcvyK0n9pU9lwoyAPxhsprcvAnEASzYI cVg/U52g7+YsIRD2Zf7ctUCoDJhmwqIzIEAbr4vB6X7HYa45zINAGxiheQIeVAYXWsEhFvizE2F+ Kz6wjiYO+x0pO/9Y7UrThgqzEPsAbwjA/cleqfF/1sKQODAPOIbD4HB4IVH4/ji5/DRsL4vGBmEW HSAQ9QAqh0MNQOGEUgQiEeDjAZgFQjwA4gkdYzEsNiK8AgiTCQI82BzU8l6Fq8dSGd6e1GX4O0IA sO4Q8q8ADsDyVsq/fqepKZvH19bBAdoEonAujqAHkIi4oH8nOrBgH1/IggIQcfokHX29FZTmy+FA LGTlDxNm+KP2gIWxQxAPoqG6O9k0w/DjySWncoL3Zj7NFdXgbkm5Ef6oKqI4xRAz2mso+5xT2mYP qUyjI9DH4TyZpPED+VjQg/hOscRE0MS3w0Z0oZskN2qkX7JbP0kbdXZd8zCtsVaaeTVqqFt1wLt0 5+SrbbNv/apECw6O4EkZiuNn1ua87FyaCfYKefyuW/wiuG0wCeWSVnEwEXIcfhvXujC2j53J7s56 uMn50qzc127F2jcdXj2SKeToNEuRzptTx/YVJE7uyGmgvu65WC+YtbVZraw4oscqWZI3NpCRyHWX 7X/RTY7jhsQQmLr84B6z+Oa3lDURZYvyV6UuPlePbeCd72kICRChpK6Pt65KpRvJ18obrVO5azLH QA9N+L94KRBH991ykFHO8Xt0Kw++MNG+h10RMiN1KzWuXFzz05hgu1EmFp1VY8qeMynO+IK18qQ5 X3h90onkGFIQ7tP6wIbX83xASj3j02CBea1u2xHNLcMzqb+kF2UlEB1JA4hCcL5l8gulqZspxWaR fUsXDAgGS9n3EFHdLJlib2eUPBj4ZWbQ4EQ1QbKbbke7PHAFG5B+8TRtMpkfKnH1bjFArt1VBtv5 7OZKiXzc+o1fVNMdpLPkX3j/kaZbodZ8qPNiXEP5xgczKLrx58MhFwYEH48Q3ijiHCWsJZPt+Y9D XZgRFIdCA0vuiQyso7bAYa2qdEfC/dzNuieko0yhbPpgc1DiN3l1/GSyeqwjae+aUy7pQw8avgjY pc/qd4/q4jccPfJlbm7LGJM5seHTqPRLSX/NaJRFeKPsmgtz5fsSDrwnHJkbBXHG7lw7BUNIdPGM 2ypP1UCyZ0lrcepaIDtePdaVv754kzxPZLHqclrh79JdLVLsTAI24Wa4AKWQV5ZenRl/VWnu6Ewi Xn2sv3VyayTrwLXC4iKNbyV2b0iIo0WzTs5BwQPXCfRXzT1IotxZKWPf4JiqgvhJa2LYfv90UtRg bgw9QERTK2Nw8YZl1ZBc6YC0+en1h4bvKLf0b3hXUNfdtesx+1DLvdh6TUN5X5PLjQ3EJXzt46nD X92tehLWIQ2ZuRr+6ds0OY5usSFtdUO3mreYPzMPCQ2dr7oTqB/YNerU75Cy8LQsI1JOofR23m/W vFfvj4/ok9ERiRfz7jXdw05el9czjby/+q2bauf2qhxcYZLZoPhSy3y36F4jhbn+WBQG4/F7/cUb ZFk7n9al2coFLK/HzJLZqnOqNmFnXajcQrmyJtLn2vdkTCvkuk8FMFFkVaqFW015vWqmzzDq9bMs 8xBDFbHUFqQo+yjfVHKWwn8SahcMPq6R+FV5pFImLPB05x4Ecyfj+ocx1e1Qq/R9p20qriR01miU mtLtyAZGg4N3u48WKB2kMVU6cqKA8yRmPck+UanpjMMTSruBFmPTpnUxn6bQXKcgcTGHoxWFgtX+ m3r56Vr06nMVDDqLlFt5IDjlpCDMRXshRU90f0RfSW+WeHhj8ucvT3X02nn/iIgceOfVdlK/og5L 2t52Zmmp4JrPbVWTiR3igT5g/DyvImvQsyOQA57KLp0aokolh30jJ0YndVS25TdGga0kv5YTPoPN +4ZDoXuv1rEyZduqj+2OLZ9Nw/oxLGizheC02HbasSWLHMHZa/wrp60uG3vaTKuKueVvbrsNxr6u dtzbdFSiRaV8dew0/1yB/aONXMP36P7SqOpw2OiGf1P25ee+PWsRZQifkOuQf664f7zRG4M9bcQJ bbFqOCU+culYjXeGPjkOiObaWJMDUtC+UoJs67MaEwq0vvzqjUyx99PtMr8YfaAMSS1QNI0va5+f fmqm4swJI/t9/pAn0euXvydzd9Xp4S+LXtaH0ob366L6I9xcrgWaBpbvG95xSq3GmnJJo8iiOfro Rv8O3iq3Q2Z9w2/sySIpTzRTm3ybsvwtpjaPXCVqPb1Twh6pVU6LWZBwuBaIbel92LCW86sevdd0 uMJOdn7wTFx9W7+90kjn+PO6dzs1sFF/c2fQwzGluu1ysaI6RuC0xpOy87v8RjqLnjVUdWQ4Z5Q6 fYuudfyoftW7q2yVNlrXPrLsymFcwI2gPSkHrWD3LDWrMCvnx7Y3223VNuRKel3pPlSP2lIxvWtM +8D6INvnBXNbZza9TzSoy7hVrLJ1l9rfb00a2RbR3eAj8zuVTEO65rg1q7YUDqYrScmWWEWdNUu6 e68AsgzLk3i/wSRCa0BEznXVsMz514lvBz5DCUka923IikOVA4pOFrs/dNRyy8RYOQv8O+Wy7m+m VJhma4YsUjLre3eHvgW5Li383w6fwHgNqRYNHUA5OyHjPpUSm+n8+MXgSpJxpQDOZTBKHOy7WMqi OLddxQv1jUXY8eYjZ55lRl7B/YcP6v8C/xMCNAZE5SBsJpXjhfonDmbYcwplbmRzdHJlYW0KZW5k b2JqCjEyNyAwIG9iago8PAovVHlwZSAvRm9udAovU3VidHlwZSAvVHlwZTEKL0VuY29kaW5nIDEy OCAwIFIKL0ZpcnN0Q2hhciAxMDUKL0xhc3RDaGFyIDEwNQovV2lkdGhzIDEyOSAwIFIKL0Jhc2VG b250IC9UVEFWQlIrQ01NSTgKL0ZvbnREZXNjcmlwdG9yIDEzMCAwIFIKPj4KZW5kb2JqCjEyOCAw IG9iago8PAovVHlwZSAvRW5jb2RpbmcKL0RpZmZlcmVuY2VzIFsgMCAvLm5vdGRlZiAxMDUgL2kg MTA2IC8ubm90ZGVmIF0KPj4KZW5kb2JqCjEyOSAwIG9iagpbIDM2MiBdCmVuZG9iagoxMzAgMCBv YmoKPDwKL0FzY2VudCA2OTQKL0NhcEhlaWdodCA2ODMKL0Rlc2NlbnQgLTE5NAovRm9udE5hbWUg L1RUQVZCUitDTU1JOAovSXRhbGljQW5nbGUgLTE0Ci9TdGVtViA3OAovWEhlaWdodCA0MzEKL0Zv bnRCQm94IFsgLTI0IC0yNTAgMTExMCA3NTAgXQovRmxhZ3MgNAovQ2hhclNldCAoL2kpCi9Gb250 RmlsZSAxMzEgMCBSCj4+CmVuZG9iagoxMzEgMCBvYmoKPDwKL0xlbmd0aDEgNzY4Ci9MZW5ndGgy IDExMTYKL0xlbmd0aDMgNTMyCi9MZW5ndGggMTY4NgovRmlsdGVyIC9GbGF0ZURlY29kZQo+Pgpz dHJlYW0KeNrtkm1UE1cax5WCHIK4IHIEtXrFYkEgZAIJEGA1BMEIAZZAQAX2DMlNGJjMwCSBUEAt JahUSn1DYktRo1VAUMRXEKqgvBQFsbw0KOJqpVWgtFAWtZXdgOvpWfpx99Oenflyn+f53//9zf+O w+pwoStXQibAQJJQuiJ0hAN4AgHfCxiWDAbNwYFHQVSJkUQAqoQcgHh7s8FmFQ6Y7oDhyWG5c1ge NAfAI1MyKEyWqASOPKcZkSfgyiGFiVECCFBlIpQbPMQoDoSkGIPKDDrg4jiImNmhABFQAak0KKHT EARIMLESJEAZRtDcZpD4hJQEnm/aElXK21EapBQGKOA4i+kEDJASksAzgARKaW6hpOE0aGD5b2DN NQ9U4XgoKp+xnwnqD2NUjuEZ/xKQ8hSVElJAQEogRcyVRsM3bAIowVTyuVO+EsUxMZeQ4RC4Ih50 hsebPqYIxNRQEo4pxYlAiuIKONuHhGQuiSG+WQ63yEiuyD/C+c3Fzs7CUYxQRmakQMD4XTxbI7/X hogoTA22MegMBmIQGt63q7g5Z20kxKQEI2SAyWIDlKLQDBrDYMVksUAmAjBCAtUAqg3AbnSCVBq2 AEMw2UBKUrSZW0UYLOCGzfRof/wGf39SnenK9ACuTJbBFEEYwJPFyP53YRSBpaogPwCwGF6e7l7u s12xiqIgoZz9eQz5vK2lmCFSCNVQTNP3kmKf3KTDl/LKtm/U3S03cVKs0J7Kvd2guaD1oQ8/9Fnc TV3ujIQrx600VklYhWXRaHClm0TKemR3iZvVkil003xr1WKxxOnYEaHpmHg4Nt6otbS58U/ykj3f 61d9l3LZeax/zeRgWoPJ2ZBniOdxu9F847K+3tcT25N33HmkNy+WrHlaRIsrrQs5BEU/DH7a/mok iNSR+pOtS2OPTFpP6+0aB+4lP7DQen9cKnin9/RP24LOHhpzLLuF3n9QfDNrMiJ8/rt2z9jEpdc2 fhzLheUJi5/06L0/VewoYMo9Mrc/4O1rGwww0lz5zaZkUXG3Q+Et9f6BKaHEpWdtWVJHPxeoC+2r 75YuOXxwSN51xsXZp3n6VkkC6Z/VU/V5ZMtUYUITya9pfDq07lfRgx93BWxdXOZ/Y/OQbdf0cquy ztLyVUw0c8vepya7bMYYf3nsOOUGLTdUak9xx4Oad5oO7c191nX3K215XHr27lPfdNx7LvulCv3h mvGh7/u96DkD58+ZDYiFLsonDfG3oo4uuVaXVLM8J68vlb5oP5lX9NEC6srq0M/iTDfcSBqkvQ66 eaDQk6Vq/nrfd/LdD98bynl4Mzj6ef6L0OhuUaApM/xbl+Dw9jpztpaJfjR/ots2Id3SR1jTNnTf v7dmvs3fM0tMc0CPam3AgQW8+pevOhNDG6yffAZN4qvrTUKY/ASj+JYv3rXZwp5m6sftecLxEzgr Zmw1mXxeZ1w7FdEwwr4ZYB6VNDbyS2RtVt0pYWa75XCjZZA7Z88eNrdEk6Wf/KIWnNPpazdbuB9y Tw7pD/5y43JCYJ3ySl9fcXk89doKfJN+cOVWskpdKDJ76Lup+wOZWVZkdvHSSk5Wh3O6La+3NM/i hMmRVL7/h9crC4Ir1svqZN6Ur3GVycsn25xdrrbsCrEKiz6maRX5WtwuW7+zyEuQelwbtEnX0nrl bGTRst1ele8f5OpPDuOrHuPF9UZ/ZSHv9Seefr9q3Yt7sSd2Io3+5bw//1iXXxtclLM0r+njMxcn 9/rFHbXS1GgWhzhDj4k7ttKz++eVHLi6I42ja/1bnsjofF9D4z+CeVWF2tOpYVFm1rVWZBU7ZOT5 icGj8c+WLd91JnCUdLz6ovAqkmh6LMG8Pdjs13rUfMHClUTimfzYMTaVHfXlz9PxMQVhBdc+bEMu RyCJjyb9KnhSrnq61K7LkoNnzCtP335uG3ky+Tcyv2BdhGlbTxpe5OtTgR8pz6jmXZyw/wqkuOR2 TQ7/9E73hGkYs1+zp2meAtlaXvfC18qpf+uFDamSuP6YlG7vCYbZ3vHbTRc8Yu73Hri+U/C47BO8 2Wn4RqeF/Th6sPmbDW1DF91hrt1wzfFlYSscnn9gvd7lpU7r0Tl9Qdre0dkgGvi5+2t2/pqmLcfV Ma/N+8ws+I/5ztcV9fvWGmcPVxyeatuUjFxclDsamzHWmT5Zbe+XdGM8iVzY6Qc0a6t1kOKf6xCn 9InG70SL1+lkI6N3V9ky/sOH9n+D/wkDMQ5RSknKUSqZ9k8yUIzsCmVuZHN0cmVhbQplbmRvYmoK MTMyIDAgb2JqCjw8Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMTgzNQo+PgpzdHJlYW0K eJztW0l32zgMvvtXaG72mxHLfTnMoZ2Zdpr2zeuSW9uDGzupGyduHafL658fgJRkSqISu3ESJ/XB liyCIADiI0BQZtlRxrInPVZcP/fevKPZqEezPfh8hM9X+NDMUEU4U5lyhhhls/k4O+y97r2sOlK4 0ogRy7AbqzrS7OCkImpeS2Ja8QdiYqEVvp5Ed0vCPKLsEtoxYpxOyXzhcE2pmCXW2SxHdpQjbfY5 o8RRCr+QJL734mj/NFOqfPTg6QnL/p7B2Nly+LxkzB3hKtgHn8+PCoJXkQyCMMOhiyFMFLSh7Tgr 7561jA8fRYxs2YgIGNbbiDDnspOeVoQqWfycNoyUM0mcFJ1cfCcKXMKdp5ZNLp4YWizzxtZobI1z W91FA1Z0XTOrJVjMlEMlJjYxUtM40Jk7WXfMR/u9B4/BYJo4+N4/9KT7ozf9f2cn40EulOy/GHDX Hx6NB+/293r/7FfspCNOi8CONVBVXglHYfgqyq5j3BzMocHZcuzlrjTbwMmWnNrYIqoQildC4Z13 MpYQSsIc0U4uWegdycPb8hRNsVVTnt+NnBxYSAXQkZoIqz18GaEZUdJlBHCLvRpPXrW9hZZabgJL 3Yi8q1jShGqbXuQ7MbU/WUw9qBSASlAA1SBn/TawLGHWXQysmwRYAhY/CbAEVLcCYKvgY1XAqcAY m+ZHBVy74bWLVEl0WSIkWxNdf81OFwOEE2DqFG4WZy1gKeKY3h5g3f/I1cbBxTBSzN1c3BKQ3gp2 d+KWgLRbyCsiixJpdRpZkOQTG+iIzIpE3sMNIl0Lbnt7JbyiDJ8De2lvF2EwrULwlUPXBV4ATQqa NhG6gBUTYhWEVfK0EVY2bS50gal4MV33AGtuC7HWUQhYD2tPn/4aWONbhrVNQs2HN1h6oyzxCpDb COK2Km/cCOI4IGcz0S0BOGaIU1sEuBXSxxWD2xXTx11w+wWD28agloptHmrmXkGtO0rek9h2k1u3 X7LkKEHcRlGksxgS6otYCmkX7gFcSlVlkOYGvZOlaPIRxNBGelvlpkSaCPYpdrPDJj9LpHBriyXX ECs24R2vqMrNVVT1KsvJbVdUd+vJNRRZrW4ApRNlT2bh3OLR8AAXleNEaVU4fvvI2kBJVW6upLrt yNpF6utBFujMV43UjzFSn0+nAV+vD+bj4gSjfdzOxSWHF7vYtW0I28Wua0EYF8tSzOUHg9MZIuqs fdBeOtouaN0hSO2C1vVASgGPVSH18nzA+hNE1aK1/bLEbQOodnHqElAZSzQHFSUnnLLUdrnxOmmi 0lcx41rDll/gW6rgR3JdiHpHYzILrxRGjvaWMoMe5t3QgBtiY/CUIn2azM9aPgjhwerGm45NkQUR xX7legXlBcGL+fhLQk5TVuIukpPdhKClRf8bf2sbVBLVLKrcuqDPfX0rMfucGLvC7N+IsOX0LzfQ KPRBawMNyybjfLtcduWtCcQH6rZL9s6kj+NCtYKwN+rKF8RTWCPUZcbNjYQlmptMKQurr0wt5lqI 9v8SlkGqaM2ZgHBleFW6ZQ7Bb6yJ9Xk4+jLQoj88HQjeXwyPytfuWm/c4d8WBJgpGV4YI4LFZWIw HTNejITt6pViTW1ak9KqFU+T4PkcfIPr/gzkPj4D76YcRAf5z9+fLUApbmAacpwQ1h9O4Wv6PRC9 993Gi4XXdh4eLj4MBwgK/+PFwPOFr6/IJtB9qkabnGLT4reEnQSAiCdnDsRXIlbJJVT60WTpiG4u gnUb4QkeW060oAmuL4PXKocvsyDGoY1pkAfPeoCYh4iBVKgDEx4X+GxS9LRRT4h2yhWc/2SBoDYs 3Amqw+7OFbPPqecOXDiAO9eQrNk1ZNtLyPYxIZsizPtiLFvNdyDjlMKA7WzB5Q14JoU5fUsVDfQ8 9l/OiLVm6cQiJS4F1IJSnCjLY9FqIzsiJR6plDS/pywHijNbzmk4AUqMZ8OfapbmeZYwz3HCPJpQ zhvmqanrpy42D6gsEyI4opiua5wrU45ZZ8mIFjZS/FuaH6zmEb9JjWF9CrFIrSOGMHXsXcqamPaD KA6conRDlp4/75RgO5AcCb8HKsmrZR7GlBbsC7roGBm1ATVsHBz6oK55fVN+HA7/RlXJVTpqw2yG s8rxKE0DjcNYkbvs0PRzaGI/iyaxQ1PDKm00Re4duZb0G+G6d9e0sMV7l92AdAlA1pSDDSQagmEk 8kR/hPh+CC46m/tpzhWkklajw0nCZFBt/G148mla5kO+E8NUIIT/8+kosEGKIgc5DjTTyXGRMAgq +h9KDj75pj5x8FfILxTmFyYwHZe5xcSnIJhbkGYigFUzixt92KKzdG54e5nY6yHq8sXrchZ0R1ef jou0bBinZwufaI2G88KKD0do1CIpC50fHsyR0j8fLgIZLikk2GkEzw/Bo5131rIZoIWmrrLYlgmF VESX7yP9D8/UIQQKZW5kc3RyZWFtCmVuZG9iagoxMzMgMCBvYmoKPDwKL1R5cGUgL1BhZ2UKL0Fu bm90cyBbIDkxIDAgUiA5MiAwIFIgOTMgMCBSIDk0IDAgUiA5NSAwIFIgOTYgMCBSIDk3IDAgUiA5 OCAwIFIgOTkgMCBSIDEwMCAwIFIgMTAxIDAgUiAxMDIgMCBSIDEwMyAwIFIgMTA0IDAgUiAxMDUg MCBSIDEwNiAwIFIgMTA3IDAgUiAxMDggMCBSIDEwOSAwIFIgMTEwIDAgUiBdCi9SZXNvdXJjZXMg MTExIDAgUgovTWVkaWFCb3ggWyAwIDAgNzk3LjAxMSA1OTcuNzU4IF0KL1RyYW5zIDw8Ci9TIC9X aXBlCi9EIDAKL0RtIC9WCi9NIC9PCj4+Ci9QYXJlbnQgMiAwIFIKL0NvbnRlbnRzIFsgMTMyIDAg UiAxMzQgMCBSIF0KPj4KZW5kb2JqCjEzNCAwIG9iago8PAovRmlsdGVyIC9GbGF0ZURlY29kZQov TGVuZ3RoIDE3Ngo+PgpzdHJlYW0KeJxtTrsOwjAM3PMVHpMhwU7aJF1BgMScDRgQlFKJVpVaxO+T NuKhisVn+x46hAoQtoziRCCQxqHKrQGpncKigHPDcKYhUoZcXCO3DGyxoQzIKU05hOukCZc9PyA5 cQw7tg4fp1cWfTLOQzNVePrNdH8yVydBvBXSoOZ1093jVQpJvClboS0fEtONqkc/EmWfXs96uNVf b3eq3tZexZlbPoGLMKusrVfO6tTsBehEQM0KZW5kc3RyZWFtCmVuZG9iagoxMzUgMCBvYmoKPDwK L1R5cGUgL1BhZ2UKL0Fubm90cyBbIDkxIDAgUiA5MiAwIFIgOTMgMCBSIDk0IDAgUiA5NSAwIFIg OTYgMCBSIDk3IDAgUiA5OCAwIFIgOTkgMCBSIDEwMCAwIFIgMTAxIDAgUiAxMDIgMCBSIDEwMyAw IFIgMTA0IDAgUiAxMDUgMCBSIDEwNiAwIFIgMTA3IDAgUiAxMDggMCBSIDEwOSAwIFIgMTEwIDAg UiBdCi9SZXNvdXJjZXMgMTExIDAgUgovTWVkaWFCb3ggWyAwIDAgNzk3LjAxMSA1OTcuNzU4IF0K L1RyYW5zIDw8Ci9TIC9XaXBlCi9EIDAKL0RtIC9WCi9NIC9PCj4+Ci9QYXJlbnQgMiAwIFIKL0Nv bnRlbnRzIFsgMTMyIDAgUiAxMzQgMCBSIDEzNiAwIFIgXQo+PgplbmRvYmoKMTM2IDAgb2JqCjw8 Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMTU5Cj4+CnN0cmVhbQp4nG1Ouw7CMAzc8xUe k6HGl7Z5rEiAxJwNGKq2IIYKCfX/RUoEQhWLfT77zid0I6GDQq5CoMrGmp0LGXiWGKiflKxuAK7h M8y7bVKbPRqCZ4uW0vV9k4aTPgu8uaSj2qWvMrCTUIRr04ZjwK+n/+PJpkLrSvOf6fp4mqoWqwcD nSF0l8HUzfe+8GOOUi/82C915nUstOAIW76/AH6OOLkKZW5kc3RyZWFtCmVuZG9iagoxMzcgMCBv YmoKPDwKL1R5cGUgL1BhZ2UKL0Fubm90cyBbIDkxIDAgUiA5MiAwIFIgOTMgMCBSIDk0IDAgUiA5 NSAwIFIgOTYgMCBSIDk3IDAgUiA5OCAwIFIgOTkgMCBSIDEwMCAwIFIgMTAxIDAgUiAxMDIgMCBS IDEwMyAwIFIgMTA0IDAgUiAxMDUgMCBSIDEwNiAwIFIgMTA3IDAgUiAxMDggMCBSIDEwOSAwIFIg MTEwIDAgUiBdCi9SZXNvdXJjZXMgMTExIDAgUgovTWVkaWFCb3ggWyAwIDAgNzk3LjAxMSA1OTcu NzU4IF0KL1RyYW5zIDw8Ci9TIC9XaXBlCi9EIDAKL0RtIC9WCi9NIC9PCj4+Ci9QYXJlbnQgMiAw IFIKL0NvbnRlbnRzIFsgMTMyIDAgUiAxMzQgMCBSIDEzNiAwIFIgMTM4IDAgUiBdCj4+CmVuZG9i agoxMzggMCBvYmoKPDwKL0ZpbHRlciAvRmxhdGVEZWNvZGUKL0xlbmd0aCAyMzgKPj4Kc3RyZWFt CnicbZFBT8QgEIXv/RUch2SLDO0WuGp0kz1zUw+VrV0TWzbY+Pt3pqgxzV6A93jzzQS0GIUWhwpp 1QJFjbZTDp2ojVXaOxGnSm8yiKpBS0e6uw/V3RO2Aq0yuBfhfc2E0zO8aLTyNRyrx/BX6VSnXSnc QlvlHf5n2hvMhyQRZmk6WHL6lDRjA5eevUHWCKtjqPNes1xS0QuLM6UG1i3kj1GywRjKYnFjPxfg G21dyTYwJY598zKcduw5uOQ0Zu46MXj68T1EGgkh5a9SGvn2JjQy7tzPY5kJ4Ze8iiWqjdw+o6Zv 8gqN59e6AmOHZHwKZW5kc3RyZWFtCmVuZG9iagoxMzkgMCBvYmoKPDwKL1R5cGUgL1BhZ2UKL0Fu bm90cyBbIDkxIDAgUiA5MiAwIFIgOTMgMCBSIDk0IDAgUiA5NSAwIFIgOTYgMCBSIDk3IDAgUiA5 OCAwIFIgOTkgMCBSIDEwMCAwIFIgMTAxIDAgUiAxMDIgMCBSIDEwMyAwIFIgMTA0IDAgUiAxMDUg MCBSIDEwNiAwIFIgMTA3IDAgUiAxMDggMCBSIDEwOSAwIFIgMTEwIDAgUiBdCi9SZXNvdXJjZXMg MTExIDAgUgovTWVkaWFCb3ggWyAwIDAgNzk3LjAxMSA1OTcuNzU4IF0KL1RyYW5zIDw8Ci9TIC9X aXBlCi9EIDAKL0RtIC9WCi9NIC9PCj4+Ci9QYXJlbnQgMiAwIFIKL0NvbnRlbnRzIFsgMTMyIDAg UiAxMzQgMCBSIDEzNiAwIFIgMTM4IDAgUiAxNDAgMCBSIF0KPj4KZW5kb2JqCjE0MCAwIG9iago8 PAovRmlsdGVyIC9GbGF0ZURlY29kZQovTGVuZ3RoIDE5Ngo+PgpzdHJlYW0KeJxtUMsOgjAQvPMV PbaJ1N2CFI6aqInn3tQDgaImAglgjH/vQpUo4dKZ2cdspsAuDNjeQ3qBIfNVKBOICLWEJGZZ6cFk BFEGqIlSb2O85Q5DhloqXDFTDDMmP/IToBZnc/C2ZtyMZQSxW5ya0tUYfz31jOf63tbCD0DxnFBF 3LZOEiDPGmt7rFyta1JBYmjdiHVfUlftwo30qnD0JciuJv1w+imU5mnVV7uP39WWcppo/C5UQOH0 XLQoCIYgf7nfR0BQnAplbmRzdHJlYW0KZW5kb2JqCjE0MSAwIG9iago8PAovVHlwZSAvUGFnZQov QW5ub3RzIFsgMTQyIDAgUiAxNDMgMCBSIDE0NCAwIFIgMTQ1IDAgUiAxNDYgMCBSIDE0NyAwIFIg MTQ4IDAgUiAxNDkgMCBSIDE1MCAwIFIgMTUxIDAgUiAxNTIgMCBSIDE1MyAwIFIgMTU0IDAgUiAx NTUgMCBSIDE1NiAwIFIgMTU3IDAgUiAxNTggMCBSIDE1OSAwIFIgMTYwIDAgUiAxNjEgMCBSIF0K L1Jlc291cmNlcyAxNjIgMCBSCi9NZWRpYUJveCBbIDAgMCA3OTcuMDExIDU5Ny43NTggXQovVHJh bnMgPDwKL1MgL1dpcGUKL0QgMAovRG0gL1YKL00gL08KPj4KL1BhcmVudCAyIDAgUgovQ29udGVu dHMgMTYzIDAgUgo+PgplbmRvYmoKMTQyIDAgb2JqCjw8Ci9UeXBlIC9Bbm5vdAovQm9yZGVyIFsg MCAwIDAgXQovSCAvSQovQyBbIDAgMSAxIF0KL1JlY3QgWyA3MTcuMzkxIDQ1OC42NzQgNzg0Ljgz NiA0NzYuODA2IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1R5cGUgL0FjdGlvbgovUyAvVVJJCi9V UkkgKGh0dHA6Ly93d3cucGVvcGxlLmZhcy5oYXJ2YXJkLmVkdS9+YmZicmF1bSkKPj4KPj4KZW5k b2JqCjE0MyAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0Mg WyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5MSA0MTIuMjg5IDc4NC44MzYgNDMwLjQyMSBdCi9TdWJ0 eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVuZG9iagoxNDQg MCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAg XQovUmVjdCBbIDcxNy4zOTEgMzY1LjkwMyA3ODQuODM2IDM4NC4wMzUgXQovU3VidHlwZSAvTGlu awovQSA8PAovUyAvR29UbwovRCAoY29udGVudHMpCj4+Cj4+CmVuZG9iagoxNDUgMCBvYmoKPDwK L1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBb IDcxNy4zMjMgMzE5LjUxOCA3NTEuNDQ1IDMzNy42NSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9T IC9OYW1lZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVuZG9iagoxNDYgMCBvYmoKPDwKL1R5cGUgL0Fu bm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDc1MC43ODEg MzE5LjUxOCA3ODQuOTAzIDMzNy42NSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAov TiAvTGFzdFBhZ2UKPj4KPj4KZW5kb2JqCjE0NyAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRl ciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjMyMyAyNzMuMTMyIDc1 MS40NDUgMjkxLjI2NCBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvUHJldlBh Z2UKPj4KPj4KZW5kb2JqCjE0OCAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAw IF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzUwLjc4MSAyNzMuMTMyIDc4NC45MDMgMjkx LjI2NCBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvTmV4dFBhZ2UKPj4KPj4K ZW5kb2JqCjE0OSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kK L0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5MSAyMjYuNzQ3IDc4NC44MzYgMjQ0Ljg3OSBdCi9T dWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvR29Ub1BhZ2UKPj4KPj4KZW5kb2JqCjE1 MCAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAg MCBdCi9SZWN0IFsgNzE3LjM5MSAxODAuMzYxIDc4NC44MzYgMTk4LjQ5MyBdCi9TdWJ0eXBlIC9M aW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvR29CYWNrCj4+Cj4+CmVuZG9iagoxNTEgMCBvYmoKPDwK L1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBb IDcxNy4zOTEgMTMzLjk3NiA3ODQuODM2IDE1Mi4xMDggXQovU3VidHlwZSAvTGluawovQSA8PAov UyAvTmFtZWQKL04gL0Z1bGxTY3JlZW4KPj4KPj4KZW5kb2JqCjE1MiAwIG9iago8PAovVHlwZSAv QW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzE3LjM5 MSA4Ny41OSA3ODQuODM2IDEwNS43MjIgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQK L04gL0Nsb3NlCj4+Cj4+CmVuZG9iagoxNTMgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIg WyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDcxNy4zOTEgNDEuMjA1IDc4NC44 MzYgNTkuMzM3IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9RdWl0Cj4+Cj4+ CmVuZG9iagoxNTQgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9J Ci9DIFsgMSAwIDAgXQovUmVjdCBbIDUyOS41NDIgMC40OTggNTU1LjM5OCA5LjA0OSBdCi9TdWJ0 eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvRmlyc3RQYWdlCj4+Cj4+CmVuZG9iagoxNTUg MCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAg XQovUmVjdCBbIDU1Ni43MjYgMC40OTggNTgyLjQ5MSA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9B IDw8Ci9TIC9OYW1lZAovTiAvUHJldlBhZ2UKPj4KPj4KZW5kb2JqCjE1NiAwIG9iago8PAovVHlw ZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNTgz LjgyIDAuNDk4IDYxMC4zMTggOS4wNDkgXQovU3VidHlwZSAvTGluawovQSA8PAovUyAvTmFtZWQK L04gL05leHRQYWdlCj4+Cj4+CmVuZG9iagoxNTcgMCBvYmoKPDwKL1R5cGUgL0Fubm90Ci9Cb3Jk ZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBbIDYxMS42NDYgMC40OTggNjM2 LjQyMyA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9OYW1lZAovTiAvTGFzdFBhZ2UK Pj4KPj4KZW5kb2JqCjE1OCAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0K L0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNjM3Ljc1MSAwLjQ5OCA2NzcuODY1IDkuMDQ5IF0K L1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9Hb0JhY2sKPj4KPj4KZW5kb2JqCjE1 OSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0JvcmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAg MCBdCi9SZWN0IFsgNjc5LjE5MyAwLjQ5OCA3MjguMDk0IDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsK L0EgPDwKL1MgL05hbWVkCi9OIC9GdWxsU2NyZWVuCj4+Cj4+CmVuZG9iagoxNjAgMCBvYmoKPDwK L1R5cGUgL0Fubm90Ci9Cb3JkZXIgWyAwIDAgMCBdCi9IIC9JCi9DIFsgMSAwIDAgXQovUmVjdCBb IDcyOS40MjIgMC40OTggNzU3Ljg5NCA5LjA0OSBdCi9TdWJ0eXBlIC9MaW5rCi9BIDw8Ci9TIC9O YW1lZAovTiAvQ2xvc2UKPj4KPj4KZW5kb2JqCjE2MSAwIG9iago8PAovVHlwZSAvQW5ub3QKL0Jv cmRlciBbIDAgMCAwIF0KL0ggL0kKL0MgWyAxIDAgMCBdCi9SZWN0IFsgNzU5LjIyMiAwLjQ5OCA3 ODQuNzI0IDkuMDQ5IF0KL1N1YnR5cGUgL0xpbmsKL0EgPDwKL1MgL05hbWVkCi9OIC9RdWl0Cj4+ Cj4+CmVuZG9iagoxNjIgMCBvYmoKPDwKL0ZvbnQgPDwKL0Y3NCAyNSAwIFIKL0Y2OCAzMCAwIFIK L0YxNCAzNSAwIFIKL0YxOSA0MCAwIFIKL0YxNyA3OSAwIFIKL0YyMCA0NSAwIFIKPj4KL1hPYmpl Y3QgPDwKL0ltMSA1NSAwIFIKPj4KL1Byb2NTZXQgWyAvUERGIC9UZXh0IC9JbWFnZUMgXQo+Pgpl bmRvYmoKMTYzIDAgb2JqCjw8Ci9GaWx0ZXIgL0ZsYXRlRGVjb2RlCi9MZW5ndGggMTQyMAo+Pgpz dHJlYW0KeJztm0tf2zgQwO/5FDomBw96P67dXVjYx6+P3NoeUgiUJSQ0Ccv22+9IfsS15WBKEgzk kFjRYzSS5q+Rxw4jF4SRox7Lrt96Hz9Tctaj5AQ//+DnDj+UGKqAM0WUM2CUJfMxOe996L0rGlK8 0pIgRnwzVjSk5PS6qFS95pVpIR8rg8VS/DoqpVYVk1LNJqUdA+N0TOe13VW1YhassyTx4ij3dck3 QsFRir98lXI6qKNDLlEqzzo4vmbk1xn2TVbdJ7lg7oCrdH58/vwiq/C+pIMAZjg2McBEVjctuyJ5 6o/a5ONHgZG1OQKB3YY5AuYcue5pBVTJ7OekMkkJk+CkaJQSGlGUkqZCbVmVEipjiWVhsrWfbO3X tkiVOizqNa2sljhjJu8qsrCRnqqTg425kz8a5pth7+AQJ0yDw+/heag6PPvY/312PR4kQsn+2wF3 /dHFePB5eNL7bViIkw6cFqk4VqEqvwL3yvA2g33I5CY4HRqNLfGt3KNWGyXZXFKdLVCZUrxQyqeC kbGIUhLXiDZKIWnrkj68rk9WVJ7VmOU3k5OgCKkQHalBWB3wZUAJKOkIILe+VSXnfd1aaD7KTbDU TORzZUkD1Ta+yTcyNbxcTgJUCqESFKEaJKxfB8sCs249WLsELILFTwIWQbUTgLXhoy1wKhXsi+YX Ga7NeO09VZQuC0KyB9L1y2y6HHickKkpJpaLGlgKHNPdAevle646B+sxUsztzm8JPN4K9nz8lsBj t5CPJIuCtDpOFh7ywab1QJLsIB9wQ09Xw+3kJMerdMLnKF7apyUMl1UI3tp1rbECLFJYtAnXhaKY EG0IK/SpE5YXbc514VTxbLleAGuug6xVAgFgfG3zYNqOj18HbbxjtG0StuDgcPMtnRMfAd1GmOvU yXEjzHEkZzP+LQIcM+BUh4BrcYBs6d4eeYDcu7dX6N4iqP20e2uCzbwo2Jr95Avxbru8fXuVYUeJ 6lYCI40BkTTG6MMh9eA9wqVUEQqp3qQ3ipRVOQIMrRxxi9MpSFPCPiZudl6VZ0EKt1W1ylP4zKOq cnNRVd1mO3nqqOp+P9lCoNXqCiiNlB3N0mcXb0anflO5ioRXheNPT9YGwqpyc2HVrpO199TbIQvH zNt66kPvqW8nk5SvD6fzcfYUo/7InYt7HmDsfVfXCNv7rq0QxsUqGHP/w8HJzBO1qD9szw1t77Se EVJ7p7UdpBTKaIvUu9sB6196qpa12y8LrgtQ7f3UPVAZC5rjECUHTlnsdrnySmkkrF4I41rjLb/w b6qiHcmHIhoMjUmSvlZYMrRPlBlvYcEMDZqhL0wtJTs+Xc4XNRtE92B15W3HqsoCRHa/sl1FeVbh 7Xz8b0RPk0fi1unJdqFoPqN/j/+rT6gEVQ2qPLmif4b4VmT1ORjbYvV3omy+/KsbaK/0ae0GGrdN xnm3TLb1rQn6B+q6pXvjoY/7jaqFsjs15TX+FPcIdd/kJkbiFs0NUcri7itjm7kWov7fhJWTykoT jobI080+HY7z8BtrfrxndbI/m6NdGNX/y6s9Q/3n6RutIfN4el5kXWNi5F/Pu/RZU8A8a/rFJcwL Mz4s7TUI3SRSABW2IEdxiTMT+gnp0+VomqZG07Msa8B1/2sw0JC8SrNnt8tS86+D7J3bg0NOSz1y gWPUJhvezRlWO1/gF5q8b+FfKYSFH8L3iLqM+7CyzBuPBkEDhRooEV6eD/1/oop6Fb4PuEGt0sy7 S6zsAfM/buazL77xl8n3bGyTRTbeOz8iXzb1iWVkBIgoHry0/6OFw53ErnS59QMZg/9extS3aIhc Z9qP/FDPIvIFBV3AdXODtWZ3Xu5cRkRqTFGbVc4NQVCOCt0uwhItcDoYVG0dF55bA6q1/f4POrdG tQplbmRzdHJlYW0KZW5kb2JqCjE2NCAwIG9iago8PAovRGVzdHMgMTY1IDAgUgo+PgplbmRvYmoK MTY1IDAgb2JqCjw8Ci9LaWRzIFsgMTY2IDAgUiBdCj4+CmVuZG9iagoxNjYgMCBvYmoKPDwKL05h bWVzIFsgKERvYy1TdGFydCkgMTY3IDAgUiAoY29udGVudHMpIDE2OCAwIFIgKHBhZ2UuMSkgMTY5 IDAgUiAocGFnZS4yKSAxNzAgMCBSIChwYWdlLjMpIDE3MSAwIFIgKHBhZ2UuNCkgMTcyIDAgUiAo Zmlyc3QuMSkgMTczIDAgUiAoZmlyc3QuMikgMTc0IDAgUiAoZmlyc3QuMykgMTc1IDAgUiAoZmly c3QuNCkgMTc2IDAgUiBdCi9MaW1pdHMgWyAoRG9jLVN0YXJ0KSAocGFnZS40KSBdCj4+CmVuZG9i agoxNjcgMCBvYmoKPDwKL0QgWyAzIDAgUiAvRml0IF0KPj4KZW5kb2JqCjE2OCAwIG9iagpbIDMg MCBSIC9GaXQgXQplbmRvYmoKMTY5IDAgb2JqCjw8Ci9EIFsgMyAwIFIgL0ZpdCBdCj4+CmVuZG9i agoxNzAgMCBvYmoKPDwKL0QgWyA1NyAwIFIgL0ZpdCBdCj4+CmVuZG9iagoxNzEgMCBvYmoKPDwK L0QgWyAxMzkgMCBSIC9GaXQgXQo+PgplbmRvYmoKMTcyIDAgb2JqCjw8Ci9EIFsgMTQxIDAgUiAv Rml0IF0KPj4KZW5kb2JqCjE3MyAwIG9iago8PAovRCBbIDMgMCBSIC9YWVogMCAwIG51bGwgXQo+ PgplbmRvYmoKMTc0IDAgb2JqCjw8Ci9EIFsgNTcgMCBSIC9YWVogMCAwIG51bGwgXQo+PgplbmRv YmoKMTc1IDAgb2JqCjw8Ci9EIFsgOTAgMCBSIC9YWVogMCAwIG51bGwgXQo+PgplbmRvYmoKMTc2 IDAgb2JqCjw8Ci9EIFsgMTQxIDAgUiAvWFlaIDAgMCBudWxsIF0KPj4KZW5kb2JqCjE3NyAwIG9i ago8PAovUyAvR29UbwovRCBbIDMgMCBSIC9GaXQgXQo+PgplbmRvYmoKMTc4IDAgb2JqCjw8Ci9B dXRob3IgKCkKL1RpdGxlICgpCi9TdWJqZWN0ICgpCi9DcmVhdG9yIChMYVRlWCB3aXRoIGh5cGVy cmVmIGFuZCBwZGZzY3JlZW4pCi9Qcm9kdWNlciAocGRmVGVYLTEuMC1wZGZjcnlwdCBleHRlbmRl ZCBieSBQUG93ZXI0IFYwLjguNC1TUCkKL0tleXdvcmRzICgpCi9DcmVhdGlvbkRhdGUgKEQ6MjAw MzA1MDkxODE1MDApCj4+CmVuZG9iagp4cmVmCjAgMTc5CjAwMDAwMDAwMDAgNjU1MzUgZiAKMDAw MDAwMDAwOSAwMDAwMCBuIAowMDAwMDAwMzE4IDAwMDAwIG4gCjAwMDAwMDA0MzEgMDAwMDAgbiAK MDAwMDAwMDczMyAwMDAwMCBuIAowMDAwMDAwOTQyIDAwMDAwIG4gCjAwMDAwMDExMDMgMDAwMDAg biAKMDAwMDAwMTI2MyAwMDAwMCBuIAowMDAwMDAxNDIzIDAwMDAwIG4gCjAwMDAwMDE1ODIgMDAw MDAgbiAKMDAwMDAwMTc0MiAwMDAwMCBuIAowMDAwMDAxOTAzIDAwMDAwIG4gCjAwMDAwMDIwNjQg MDAwMDAgbiAKMDAwMDAwMjIyMyAwMDAwMCBuIAowMDAwMDAyMzg2IDAwMDAwIG4gCjAwMDAwMDI1 NDIgMDAwMDAgbiAKMDAwMDAwMjY5NyAwMDAwMCBuIAowMDAwMDAyODU1IDAwMDAwIG4gCjAwMDAw MDMwMTIgMDAwMDAgbiAKMDAwMDAwMzE2OCAwMDAwMCBuIAowMDAwMDAzMzI1IDAwMDAwIG4gCjAw MDAwMDM0ODAgMDAwMDAgbiAKMDAwMDAwMzYzOSAwMDAwMCBuIAowMDAwMDAzNzkzIDAwMDAwIG4g CjAwMDAwMDM5NDYgMDAwMDAgbiAKMDAwMDAwNDExMSAwMDAwMCBuIAowMDAwMDA0MjY5IDAwMDAw IG4gCjAwMDAwMDQ2NjMgMDAwMDAgbiAKMDAwMDAwNDg5MSAwMDAwMCBuIAowMDAwMDA1MTY1IDAw MDAwIG4gCjAwMDAwMTA1ODkgMDAwMDAgbiAKMDAwMDAxMDc0NSAwMDAwMCBuIAowMDAwMDEwODYx IDAwMDAwIG4gCjAwMDAwMTA4ODkgMDAwMDAgbiAKMDAwMDAxMTExMyAwMDAwMCBuIAowMDAwMDEy OTcxIDAwMDAwIG4gCjAwMDAwMTMxMjcgMDAwMDAgbiAKMDAwMDAxMzIyNSAwMDAwMCBuIAowMDAw MDEzMjgxIDAwMDAwIG4gCjAwMDAwMTM0OTIgMDAwMDAgbiAKMDAwMDAxNDgxNiAwMDAwMCBuIAow MDAwMDE0OTc0IDAwMDAwIG4gCjAwMDAwMTUzODggMDAwMDAgbiAKMDAwMDAxNTYzMyAwMDAwMCBu IAowMDAwMDE1OTA4IDAwMDAwIG4gCjAwMDAwMjI2MzUgMDAwMDAgbiAKMDAwMDAyMjc5MyAwMDAw MCBuIAowMDAwMDIzMDQ0IDAwMDAwIG4gCjAwMDAwMjMyNDggMDAwMDAgbiAKMDAwMDAyMzQ4MiAw MDAwMCBuIAowMDAwMDI3NDk4IDAwMDAwIG4gCjAwMDAwMjc2NTUgMDAwMDAgbiAKMDAwMDAyODEw MCAwMDAwMCBuIAowMDAwMDI4MzM4IDAwMDAwIG4gCjAwMDAwMjg2MTUgMDAwMDAgbiAKMDAwMDAz NTIzMiAwMDAwMCBuIAowMDAwMDM2NzI0IDAwMDAwIG4gCjAwMDAwMzgyOTAgMDAwMDAgbiAKMDAw MDAzODU5OSAwMDAwMCBuIAowMDAwMDM4ODA5IDAwMDAwIG4gCjAwMDAwMzg5NzEgMDAwMDAgbiAK MDAwMDAzOTEzMiAwMDAwMCBuIAowMDAwMDM5MjkzIDAwMDAwIG4gCjAwMDAwMzk0NTMgMDAwMDAg biAKMDAwMDAzOTYxNCAwMDAwMCBuIAowMDAwMDM5Nzc1IDAwMDAwIG4gCjAwMDAwMzk5MzYgMDAw MDAgbiAKMDAwMDA0MDA5NSAwMDAwMCBuIAowMDAwMDQwMjU4IDAwMDAwIG4gCjAwMDAwNDA0MTQg MDAwMDAgbiAKMDAwMDA0MDU2OSAwMDAwMCBuIAowMDAwMDQwNzI3IDAwMDAwIG4gCjAwMDAwNDA4 ODQgMDAwMDAgbiAKMDAwMDA0MTA0MCAwMDAwMCBuIAowMDAwMDQxMTk3IDAwMDAwIG4gCjAwMDAw NDEzNTIgMDAwMDAgbiAKMDAwMDA0MTUxMSAwMDAwMCBuIAowMDAwMDQxNjY1IDAwMDAwIG4gCjAw MDAwNDE4MTggMDAwMDAgbiAKMDAwMDA0MTk5NSAwMDAwMCBuIAowMDAwMDQyMTUxIDAwMDAwIG4g CjAwMDAwNDI2OTkgMDAwMDAgbiAKMDAwMDA0MzAzNyAwMDAwMCBuIAowMDAwMDQzMzgyIDAwMDAw IG4gCjAwMDAwNTIyOTggMDAwMDAgbiAKMDAwMDA1MjQ1NCAwMDAwMCBuIAowMDAwMDUyNTgwIDAw MDAwIG4gCjAwMDAwNTI2NDAgMDAwMDAgbiAKMDAwMDA1Mjg0OCAwMDAwMCBuIAowMDAwMDU0ODU0 IDAwMDAwIG4gCjAwMDAwNTY2NDQgMDAwMDAgbiAKMDAwMDA1Njk2NiAwMDAwMCBuIAowMDAwMDU3 MTc2IDAwMDAwIG4gCjAwMDAwNTczMzggMDAwMDAgbiAKMDAwMDA1NzQ5OSAwMDAwMCBuIAowMDAw MDU3NjYwIDAwMDAwIG4gCjAwMDAwNTc4MjAgMDAwMDAgbiAKMDAwMDA1Nzk4MSAwMDAwMCBuIAow MDAwMDU4MTQyIDAwMDAwIG4gCjAwMDAwNTgzMDMgMDAwMDAgbiAKMDAwMDA1ODQ2MiAwMDAwMCBu IAowMDAwMDU4NjI2IDAwMDAwIG4gCjAwMDAwNTg3ODMgMDAwMDAgbiAKMDAwMDA1ODkzOSAwMDAw MCBuIAowMDAwMDU5MDk4IDAwMDAwIG4gCjAwMDAwNTkyNTYgMDAwMDAgbiAKMDAwMDA1OTQxMyAw MDAwMCBuIAowMDAwMDU5NTcxIDAwMDAwIG4gCjAwMDAwNTk3MjcgMDAwMDAgbiAKMDAwMDA1OTg4 NyAwMDAwMCBuIAowMDAwMDYwMDQyIDAwMDAwIG4gCjAwMDAwNjAxOTYgMDAwMDAgbiAKMDAwMDA2 MDQxNCAwMDAwMCBuIAowMDAwMDYwNTc1IDAwMDAwIG4gCjAwMDAwNjA3MjkgMDAwMDAgbiAKMDAw MDA2MDg5MSAwMDAwMCBuIAowMDAwMDYxMTQwIDAwMDAwIG4gCjAwMDAwNjM0MDMgMDAwMDAgbiAK MDAwMDA2MzU2NSAwMDAwMCBuIAowMDAwMDYzNzE3IDAwMDAwIG4gCjAwMDAwNjM4NDggMDAwMDAg biAKMDAwMDA2NDA2MiAwMDAwMCBuIAowMDAwMDY3MzE5IDAwMDAwIG4gCjAwMDAwNjc0ODEgMDAw MDAgbiAKMDAwMDA2NzU5NiAwMDAwMCBuIAowMDAwMDY3ODQzIDAwMDAwIG4gCjAwMDAwNjgwNTYg MDAwMDAgbiAKMDAwMDA3MDUxMyAwMDAwMCBuIAowMDAwMDcwNjc1IDAwMDAwIG4gCjAwMDAwNzA3 NjIgMDAwMDAgbiAKMDAwMDA3MDc4NyAwMDAwMCBuIAowMDAwMDcwOTg4IDAwMDAwIG4gCjAwMDAw NzI3ODkgMDAwMDAgbiAKMDAwMDA3NDY5OSAwMDAwMCBuIAowMDAwMDc1MDM0IDAwMDAwIG4gCjAw MDAwNzUyODQgMDAwMDAgbiAKMDAwMDA3NTYyNyAwMDAwMCBuIAowMDAwMDc1ODYwIDAwMDAwIG4g CjAwMDAwNzYyMTEgMDAwMDAgbiAKMDAwMDA3NjUyMyAwMDAwMCBuIAowMDAwMDc2ODgyIDAwMDAw IG4gCjAwMDAwNzcxNTIgMDAwMDAgbiAKMDAwMDA3NzQ4NCAwMDAwMCBuIAowMDAwMDc3Njk1IDAw MDAwIG4gCjAwMDAwNzc4NTggMDAwMDAgbiAKMDAwMDA3ODAyMCAwMDAwMCBuIAowMDAwMDc4MTgy IDAwMDAwIG4gCjAwMDAwNzgzNDMgMDAwMDAgbiAKMDAwMDA3ODUwNSAwMDAwMCBuIAowMDAwMDc4 NjY3IDAwMDAwIG4gCjAwMDAwNzg4MjkgMDAwMDAgbiAKMDAwMDA3ODk4OSAwMDAwMCBuIAowMDAw MDc5MTUzIDAwMDAwIG4gCjAwMDAwNzkzMTAgMDAwMDAgbiAKMDAwMDA3OTQ2NiAwMDAwMCBuIAow MDAwMDc5NjI1IDAwMDAwIG4gCjAwMDAwNzk3ODMgMDAwMDAgbiAKMDAwMDA3OTk0MCAwMDAwMCBu IAowMDAwMDgwMDk4IDAwMDAwIG4gCjAwMDAwODAyNTQgMDAwMDAgbiAKMDAwMDA4MDQxNCAwMDAw MCBuIAowMDAwMDgwNTY5IDAwMDAwIG4gCjAwMDAwODA3MjMgMDAwMDAgbiAKMDAwMDA4MDg4OSAw MDAwMCBuIAowMDAwMDgyMzg0IDAwMDAwIG4gCjAwMDAwODI0MjIgMDAwMDAgbiAKMDAwMDA4MjQ2 MyAwMDAwMCBuIAowMDAwMDgyNzA5IDAwMDAwIG4gCjAwMDAwODI3NTAgMDAwMDAgbiAKMDAwMDA4 Mjc4MiAwMDAwMCBuIAowMDAwMDgyODIzIDAwMDAwIG4gCjAwMDAwODI4NjUgMDAwMDAgbiAKMDAw MDA4MjkwOCAwMDAwMCBuIAowMDAwMDgyOTUxIDAwMDAwIG4gCjAwMDAwODMwMDEgMDAwMDAgbiAK MDAwMDA4MzA1MiAwMDAwMCBuIAowMDAwMDgzMTAzIDAwMDAwIG4gCjAwMDAwODMxNTUgMDAwMDAg biAKMDAwMDA4MzIwNSAwMDAwMCBuIAp0cmFpbGVyCjw8Ci9TaXplIDE3OQovUm9vdCAxIDAgUgov SW5mbyAxNzggMCBSCj4+CnN0YXJ0eHJlZgo4MzQxNAolJUVPRgo= ---MOQ1052531642170036c8c1b632dd6b3cc91199a22079 Content-Type: application/x-tex; name="demo.tex" Content-Transfer-Encoding: base64 Content-Disposition: attachment; filename="demo.tex" XGRvY3VtZW50Y2xhc3N7YXJ0aWNsZX0KXHVzZXBhY2thZ2V7eHNwYWNlLGNvbG9ydGJsfQpcdXNl cGFja2FnZVtzY3JlZW4scGFuZWxyaWdodCxjb2RlLHNlY3Rpb25icmVhayxjaG9jb2xhdGVde3Bk ZnNjcmVlbn0KJVx1c2VwYWNrYWdlW3ByaW50LHBhbmVscmlnaHQsY29kZSxzZWN0aW9uYnJlYWss Y2hvY29sYXRlXXtwZGZzY3JlZW59Clx1c2VwYWNrYWdle3BhdXNlfQoKXGJlZ2lue3NjcmVlbn0K IFxtYXJnaW5zey41aW59ey41aW59ey41aW59ey41aW59CiAlXHNjcmVlbnNpemV7NS4yNWlufXs3 aW59CiBcc2NyZWVuc2l6ZXs2MDBwdH17ODAwcHR9CiAlXGRlZmluZWNvbG9ye3BhbmVsYmFja2dy b3VuZH17cmdifXsuOSwuOSwuOX0KIFxkZWZpbmVjb2xvcntwYW5lbGJhY2tncm91bmR9e2dyYXl9 ey44fQogXGRlZmluZWNvbG9ye2J1dHRvbmJhY2tncm91bmR9e2dyYXl9ey42fQogXGRlZmluZWNv bG9ye2J1dHRvbnNoYWRvd317Z3JheX17LjJ9CiBcYmFja2dyb3VuZGNvbG9ye3doaXRlfQogXHBh bmVsb3ZlcmxheWVtcHR5CiBcYm90dG9tYnV0dG9ucwpcZW5ke3NjcmVlbn0KClxwYWdlZGlzc29s dmV7V2lwZSAvRCAwIC9EbSAvViAvTSAvT30KClxzZXRsZW5ndGh7XHBhcmluZGVudH17MGNtfQoK XGVtYmxlbWF7dmVyaXRhcy5qcGd9Clx1cmxpZHt3d3cucGVvcGxlLmZhcy5oYXJ2YXJkLmVkdS9+ YmZicmF1bX0KCiVcb3ZlcmxheXtvdmVyLmpwZ30KCgpcYmVnaW57ZG9jdW1lbnR9CgpcdGl0bGV7 XHZzcGFjZXsyaW59ClxIdWdlXHRleHRiZntVc2luZyBcdGV4dHR0e3BkZnNjcmVlbn0gZm9yIFxM YVRlWH5TbGlkZSBQcmVzZW50YXRpb25zfX0KXGF1dGhvcntcXFxcXFxcXFxMYXJnZSBCZWFyIEYu XCBCcmF1bW9lbGxlciBcXCAgCiAge0Fzc2lzdGFudCBQcm9mZXNzb3J9IFxcCiAge0RlcGFydG1l bnQgb2YgR292ZXJubWVudH0gXFwKICB7SGFydmFyZCBVbml2ZXJzaXR5fSBcXFxcXFxcXH0KClxt YWtldGl0bGUKCgoKClxiZWdpbntzbGlkZX17XHRleHRiZntcTGFyZ2UgQSBWZXJ5IFF1aWNrIERl bW99fQogICAgXGJpZ3NraXAKICAgIFxiaWdza2lwCgpcYmVnaW57aXRlbWl6ZX0KClxpdGVtIFxM YVRlWH51c2VycyBvZnRlbiB1c2Ugb3ZlcmhlYWRzIGR1cmluZyB0aGVpciB0YWxrcy4KClxpdGVt IFRoZXkgYXJlIHVzdWFsbHkgYW5ub3llZCBieSB0aGUgZmFjdCB0aGF0IHN0YW5kYXJkIG92ZXJo ZWFkIHNvZnR3YXJlIGlzIHRlcnJpYmxlIGF0IHR5cGVzZXR0aW5nLCBlc3BlY2lhbGx5IHdoZW4g aXQgY29tZXMgdG8gZXF1YXRpb25zLgoKXGl0ZW0gVGhleSBhcmUgb2Z0ZW4gdW5hd2FyZSB0aGF0 IFxMYVRlWH5jYW4gcHJvZHVjZSBvdmVyaGVhZHMgYXMgd2VsbCwgdXNpbmcgdGhlIHBhY2thZ2Ug XHRleHR0dHtwZGZzY3JlZW59IGFuZCBhIGZldyBhdXhpbGlhcnkgcGFja2FnZXMuCgpcZW5ke2l0 ZW1pemV9CgpcZW5ke3NsaWRlfQoKCgoKXGJlZ2lue3NsaWRlfXtcdGV4dGJme1xMYXJnZSBBZHZh bnRhZ2VzfX0KICAgIFxiaWdza2lwCiAgICBcYmlnc2tpcAoKXGJlZ2lue2l0ZW1pemV9CgpcaXRl bSBMb29rcyBzdWJzdGFudGlhbGx5IGJldHRlciB0aGFuIFBvd2VycG9pbnQhCgpcYmVnaW57aXRl bWl6ZX0KClxpdGVtICRccHJvZF97aT0xfV57Tn0NXGxlZnQoXHByb2Rfe2o9MX1ee0p9W1xQaGko XGFscGhhX3tqfStcc3VtXntLfV97az0xfVxiZXRhX3tqa314X3tpamt9KV1ccmlnaHQpXnt5X3tp fX0NXGxlZnQoMS1ccHJvZF97aj0xfV57Sn1bXFBoaShcYWxwaGFfe2p9K1xzdW1ee0t9X3trPTF9 XGJldGFfe2prfXhfe2lqa30pXVxyaWdodCleezEteV97aX19JCwgZm9yXFwgZXhhbXBsZSwgd291 bGQgbG9vayBsaWtlIGhlbGwgaW4gUG93ZXJwb2ludC4KClxlbmR7aXRlbWl6ZX0KClxpdGVtIFNh dmVzIGZpbGVzIGFzIHN0YW5kYXJkIEFkb2JlIEFjcm9iYXQgKC5wZGYpIGZpbGVzLlxwYXVzZQoK XGl0ZW0gQ2FuIGltcGxlbWVudCBwYXVzZXMgd2l0aGluIHBhZ2VzXGxkb3RzIFxwYXVzZQoKXGl0 ZW0gXGxkb3RzIGZvciBkcmFtYXRpYyBlZmZlY3QuXHBhdXNlCgpcaXRlbSBDb250cm9sIHBhbmVs ICh0byB0aGUgcmlnaHQpIGNhbiBiZSBtb3ZlZCwgcHJvZ3JhbW1lZCwgY29sb3JzIGNhbiBiZSBj aGFuZ2VkLCBldGMuLCBldGMuIFxwYXVzZQoKXGl0ZW0gQWxzbyBkb2VzIHNjcmVlbiB0cmFuc2l0 aW9ucywgaWYgeW91IHdhbnQgdGhlbS4KClxlbmR7aXRlbWl6ZX0KClxlbmR7c2xpZGV9CgoKXGJl Z2lue3NsaWRlfXtcdGV4dGJme1xMYXJnZSBGb3IgTW9yZSBJbmZvcm1hdGlvblxsZG90c319CiAg ICBcYmlnc2tpcAogICAgXGJpZ3NraXAKCkdvIHRvIGN0YW4gYW5kIGNoZWNrIG91dCB0aGUgXHRl eHR0dHtwZGZzY3JlZW4uc3R5fSBwYWNrYWdlICh5b3Ugd2lsbCBwcm9iYWJseSBhbHNvIHdhbnQg XHRleHR0dHtwYXVzZS5zdHl9IGFuZCBcdGV4dHR0e3Bwb3dlcjR9IGZvciBwYXVzZXMpLgoKXGVu ZHtzbGlkZX0KCgoKCgoKCgoKCgoKCgoKCgpcZW5ke2RvY3VtZW50fQo= ---MOQ1052531642170036c8c1b632dd6b3cc91199a22079--

20 years, 12 months

[gov2001-l] robust st error code

by rtmoore＠fas.harvard.edu

Hey, all: Here's some code we wrote to try to calculate the robust standard errors for a logit regression of the binary "winner" on the dataset X, consisting of 18 independent variables and a column of ones. It produces a sensible 19x19 variance-covariance matrix, but the square root of the diagonal elements of V are much larger than the authors'. Any thoughts on this code would be much appreciated. Thanks, Ryan & Nirmala reg <- glm(winner ~ racebl + racehi + raceas + inchi + incmed + edhs + edcol + edba + agec1 + agec4 + sex + margin + regla + regbay + regsc + libcon+ pdem + poth, data = zol, family = binomial(logit)) X <- zol[,c(3,4,5,24,23,11,12,13,6,9,25,26,14,16,15,1,19,21)] X <- as.matrix(cbind(c(1),na.omit(X))) a <- matrix(NA,nrow(X),1) for(i in 1:nrow(X)){ u.sq <- (reg$residuals[i])^2 x.pr.x <- t(X[i,])%*%X[i,] a[i] <- u.sq*(x.pr.x) } V <- solve(t(X)%*%X)%*%(sum(a)*solve(t(X)%*%X)) -- ------------------------------------------ Ryan T. Moore ~ Government & Social Policy Ph.D. Candidate ~ Harvard University

20 years, 12 months

[gov2001-l] Is this selecting on the DV?

by yryu＠fas.harvard.edu

All, I trust your papers are coming along nicely. Just one question. We are dealing with an article about the impact of international organizations on democratization. The author argues that as a state joins international organizations, it is more likely to democratize itself. His explanatory variable is the international organization score, which is the score of the most *democratic* international organization, of which a state is a member. Now my question is by taking the score of the most democratic international organization, isn't the author selecting on DV? Of course, the country that joins a democratic international organization is more likely to democratize itself than one that does not join. And the more democratic the organization is, the more likely the country is to democratize. Any comments? My thought is that he is selecting on DV. yongwook ----------------------------- Yongwook Ryu PhD Student Department of Government Harvard University Tel:617-493-3397 Email: yryu(a)fas.harvard.edu -----------------------------

20 years, 12 months

2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2011

2010

2009

2008

2007

2006

2005

2004

2003

Gov2001 May 2003