From 1125a8643f79633dda50e045e0719c0ee05b337d Mon Sep 17 00:00:00 2001 From: Retype GitHub Action Date: Fri, 6 Dec 2024 21:51:36 +0000 Subject: [PATCH] Refreshes Retype-generated documentation. Process triggered by pdimens. --- 404.html | 10 +- blog/feed.xml | 16 + blog/filtering_snps/index.html | 21 +- blog/filteringsnps/index.html | 467 ++++++++++++++++ blog/index.html | 36 +- blog/simulate_diploid/index.html | 12 +- blog/software_environments/index.html | 16 +- blog/softwareenvironments/index.html | 528 ++++++++++++++++++ blog/sort_by_barcode/index.html | 12 +- blog/sv_pooling/index.html | 10 +- categories/guides/index.html | 36 +- categories/index.html | 12 +- commonoptions/index.html | 12 +- development/index.html | 12 +- haplotagdata/index.html | 10 +- index.html | 10 +- install/index.html | 12 +- resources/js/config.js | 2 +- resources/js/search.json | 2 +- sitemap.xml.gz | Bin 635 -> 664 bytes snakemake/index.html | 12 +- software/index.html | 10 +- static/favicon_dark.png | Bin 0 -> 67771 bytes static/logo_mini.png | Bin 0 -> 2986 bytes static/report_align_bxstats.png | Bin 0 -> 144485 bytes static/report_phase2.png | Bin 0 -> 272208 bytes troubleshooting/index.html | 12 +- utilities/index.html | 24 +- workflows/align/bwa/index.html | 12 +- workflows/align/ema/index.html | 12 +- workflows/align/index.html | 10 +- workflows/align/strobe/index.html | 12 +- workflows/assembly/index.html | 12 +- workflows/deconvolve/index.html | 12 +- workflows/demultiplex/index.html | 12 +- workflows/impute/index.html | 12 +- workflows/metassembly/index.html | 12 +- workflows/other/index.html | 135 ++++- workflows/phase/index.html | 12 +- workflows/preflight/index.html | 14 +- workflows/qc/index.html | 12 +- workflows/simulate/index.html | 10 +- .../simulate/simulate-linkedreads/index.html | 12 +- .../simulate/simulate-variants/index.html | 12 +- workflows/snp/index.html | 12 +- workflows/sv/index.html | 10 +- workflows/sv/leviathan/index.html | 12 +- workflows/sv/naibr/index.html | 12 +- 48 files changed, 1412 insertions(+), 241 deletions(-) create mode 100644 blog/filteringsnps/index.html create mode 100644 blog/softwareenvironments/index.html create mode 100644 static/favicon_dark.png create mode 100644 static/logo_mini.png create mode 100644 static/report_align_bxstats.png create mode 100644 static/report_phase2.png diff --git a/404.html b/404.html index 473815924..b61266abb 100644 --- a/404.html +++ b/404.html @@ -4,7 +4,7 @@ - + @@ -29,11 +29,11 @@ - + - + - +
@@ -54,7 +54,7 @@ Harpy - +
diff --git a/blog/feed.xml b/blog/feed.xml index cdfc09916..511cf82f3 100644 --- a/blog/feed.xml +++ b/blog/feed.xml @@ -45,6 +45,14 @@ Fri, 21 Jun 2024 00:00:00 GMT guides + + Choosing a software runtime method + https://pdimens.github.io/harpy/blog/softwareenvironments/ + Deciding between using Conda or Containers + Pavel Dimens + Fri, 21 Jun 2024 00:00:00 GMT + guides + Filtering Variants https://pdimens.github.io/harpy/blog/filtering_snps/ @@ -53,5 +61,13 @@ Wed, 05 Jun 2024 00:00:00 GMT guides + + Filtering Variants + https://pdimens.github.io/harpy/blog/filteringsnps/ + A gentle introduction to the wild world of filtering SNPs + Pavel Dimens + Wed, 05 Jun 2024 00:00:00 GMT + guides + diff --git a/blog/filtering_snps/index.html b/blog/filtering_snps/index.html index 27d5421c7..391a9f940 100644 --- a/blog/filtering_snps/index.html +++ b/blog/filtering_snps/index.html @@ -4,7 +4,7 @@ - + @@ -37,12 +37,12 @@ - + - + - - + +
@@ -61,7 +61,7 @@ Harpy - +
@@ -415,7 +415,7 @@

diff --git a/blog/filteringsnps/index.html b/blog/filteringsnps/index.html new file mode 100644 index 000000000..a987091c3 --- /dev/null +++ b/blog/filteringsnps/index.html @@ -0,0 +1,467 @@ + + + + + + + + + + + + + Filtering Variants | Harpy haplotag + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+
+ + +
+ + +
+
+ +
+ + +
+ +
+ + + + +
+ + + + + +
+ +
+ + +
+ + +
+ +
+
+ +
+
+ + + + +
+
+
+
+ +
+
+ +
+ + +
+ +
+ +
+
+
+
+
+
+
+
+ +
+ + Powered by + + +
+
+ + + + + +
+ +
+ +
+
+
+ +
+ + +

+ # + Filtering Variants +

+ +
+
+
By
+
+
+ +
+
Pavel Dimens
+
+
+
●
+
In 
+ +
●
+
Published 2024-06-05
+
+ +

The discussion around filtering SNPs and indels is massive and many researchers go about it differently, each very +opinionated as to why their method is the best. As a starting point, have a look at how the authors of HTSlib give a +technical overview of variant filtering. It's a dense read, but does offer +insights and considerations for SNP/indel filtering. Here are some of the basic things to be mindful of for variant filtering:

+ + +

The best and fastest way to filter variants is to use bcftools, +which has a bit of a learning curve, but its power is unmatched. Filtering can be achieved using either bcftools view or bcftools filter +and the filtering expression can either be -i to include sites or -e to exclude sites matching the expression:

+
+
# bcftools view approach
+bcftools view -i 'EXPRESSION' input.vcf > output.vcf
+bcftools view -e 'EXPRESSION' input.vcf > output.vcf
+
+# bcftools filter approach
+bcftools filter -i 'EXPRESSION' input.vcf > output.vcf
+bcftools filter -e 'EXPRESSION' input.vcf > output.vcf
+
+

In either case, you can add -Ob to output a compressed bcf (recommended) file instead of an uncompressed vcf file (default). The +EXPRESSION is extremely flexible and multiple expressions can be chained +with || (OR) and && (AND).

+
+
filtering expression examples
+
# -e to EXCLUDE
+bcftools view -Ob -e 'QUAL <= 10 || DP > 35 || MQBZ < -3 || RPBZ < -3 || RPBZ > 3 || FORMAT/SP > 32 || SCBZ > 3' in.vcf > out.bcf
+
+# -i to INCLUDE, this example would result in the same output as the -e example
+bcftools filter -Ob -i 'QUAL > 10 || DP <= 35 || MQBZ >= -3 || RPBZ >= -3 || RPBZ <= 3 || FORMAT/SP <= 32 || SCBZ <= 3' in.vcf > out.bcf
+
+ + +

+ # + genotype quality (QUAL) +

+ +

You will obviously want higher quality genotype calls to remove false positives. The HTSlib guide suggests at least 50 (e.g. -i 'QUAL>=50'), +but we typically filter much higher at 90 or more (e.g. -i 'QUAL>=90').

+ +

+ # + read depth (DP) +

+ +

Variant sites with too few reads backing up the genotype might be false positives, although this may not hold true for very +low-coverage data. Conversely, a maximum cut off is important because sites with very high read depths (relative to the distribution of read depth) +are likely repetitive ones mapping to multiple parts of the genome. You could used fixed values for these thresholds that make sense for your data. +One scalable approach is to define the thresholds as quantiles, such as the 0.01 and 0.99 quantiles of read depths, which would remove the +sites with the lowest 1% and highest 1% read depths. These are example quantiles and they don't need to be symmetric. It would be best to +plot the distribution of site depths to assess what makes sense for your data. Unfortunately, bcftools does not have internal routines to calculate +quantiles, but you can do it all from the command line using a combination of bcftools query and awk (separated onto 3 lines here for demonstration purposes):

+
+
find a specific depth quantile
+
bcftools query -f "%DP\n" input.bcf |\
+  sort -n |\
+  awk '{all[NR] = $0} END{print all[int(NR*0.95 - 0.5)]}'
+
+
    +
  • line 1: extract the depth for every site in the vcf file, one per line
    • +
  • line 2: sort the values numerically
    • +
  • line 3: find the 95th quantile +
      +
    • change the 0.95 in NR*0.95 to whatever quantile you want
      • +
    • the - 0.5 part rounds down and may need to be adjusted for your quantile
      • +
    +
    • +
+ +

+ # + minor allele frequency (MAF) +

+ +

It's usually advisable to set a minor allele frequency threshold with which to remove sites below that threshold. The reasoning +is that if a MAF is too low, it might be because of incorrectly called genotypes in a very small handful of individuals (e.g. one or two). The MAF threshold is again dependent on your data, although it's +fairly common to use 0.05 (e.g. -i 'MAF>0.05') to 0.10 (e.g. -i 'MAF>0.10').

+ +

+ # + missing data (F_MISSING) +

+ +

Missing data is, frankly, not terribly useful. The amount of missing data you're willing to tolerate will depend on your study, but +it's common to remove sites with >20% missing data (e.g. -e 'F_MISSING>0.2'). This can be as strict (or lenient) as you want; it's not uncommon to see very +conservative filtering at 10% or 5% missing data. However, you can impute missing genotypes to recover +missing data! Harpy can leverage linked-read information to impute genotypes with the + impute + +module. You should try to impute genotypes first before filtering out sites based on missingness.

+ + + + +
+ +
+
+ +
+
+ +
+
+ +
+
+ + + +
+ + +
+ + + + diff --git a/blog/index.html b/blog/index.html index a15d2d931..95164f38d 100644 --- a/blog/index.html +++ b/blog/index.html @@ -4,7 +4,7 @@ - + @@ -32,11 +32,11 @@ - + - + - +
@@ -55,7 +55,7 @@ Harpy - +
@@ -340,6 +340,19 @@

+ +
+ +
+
+
guides
+
Choosing a software runtime method
+
+
+
2024-06-21
+
+
+
@@ -353,6 +366,19 @@

+ +
+ +
+
+
guides
+
Filtering Variants
+
+
+
2024-06-05
+
+
+ diff --git a/blog/simulate_diploid/index.html b/blog/simulate_diploid/index.html index 508e7cceb..229ca3886 100644 --- a/blog/simulate_diploid/index.html +++ b/blog/simulate_diploid/index.html @@ -4,7 +4,7 @@ - + @@ -37,12 +37,12 @@ - + - + - - + + @@ -62,7 +62,7 @@ Harpy - + diff --git a/blog/software_environments/index.html b/blog/software_environments/index.html index b86a5fa36..ea688ec49 100644 --- a/blog/software_environments/index.html +++ b/blog/software_environments/index.html @@ -4,7 +4,7 @@ - + @@ -37,12 +37,12 @@ - + - + - - + +
@@ -61,7 +61,7 @@ Harpy - +
@@ -479,10 +479,10 @@

- + Older - Filtering Variants + Choosing a software runtime method diff --git a/blog/softwareenvironments/index.html b/blog/softwareenvironments/index.html new file mode 100644 index 000000000..68609dfa7 --- /dev/null +++ b/blog/softwareenvironments/index.html @@ -0,0 +1,528 @@ + + + + + + + + + + + + + Choosing a software runtime method | Harpy haplotag + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+
+
+ + +
+ + +
+
+ +
+ + +
+ +
+ + + + +
+ + + + + +
+ +
+ + +
+ + +
+ +
+
+ +
+
+ + + + +
+
+
+
+ +
+
+ +
+ + +
+ +
+ +
+
+
+
+
+
+
+
+ +
+ + Powered by + + +
+
+ + + + + +
+ +
+ +
+
+
+ +
+ + +

+ # + Choosing a software runtime method +

+ +
+
+
By
+
+
+ +
+
Pavel Dimens
+
+
+
●
+
In 
+ +
●
+
Published 2024-06-21
+
+ +

There are two ways you can run Harpy, using a container with the necessary +software environments in it (the default), or with local conda environments +(with the --conda option). If software development and containerization +isn't your jam, that's great, you're in the right place! Below is a quick +explanation of what/why and the tradeoffs between either approach so you +can decide for yourself which makes more sense to use.

+ +

+ # + TL;DR +

+ +
    +
  • container is more likely to work on all systems, but much slower
    • +
  • conda is quicker and better for troubleshooting, but may have unexpected errors
    • +
+ +

+ # + What Harpy Provides +

+ +

An conda-based installation of Harpy provides only the minimal set of +programs Harpy needs to begin a workflow. These include: python 3.12, snakemake-minimal, pandas, and the htslib programs (htslib, samtools, bcftools, tabix). Noticeably, there aren't sequence aligners, quality-assessment tools, phasers, etc. This is because some of the software +dependencies themselves have clashing dependencies and cannot be installed alongside each other, but more importantly, it keeps the Harpy installation quite small and quick.

+ +

+ # + How Harpy Provides the Other Stuff +

+ +

Instead of a monolithic Harpy environment, which would be impossible with +the current software dependencies, there are a handful of defined conda environment recipes that Harpy workflows generate. Snakemake will make +environments of those recipes, then jump in and out of those local conda +environments as dictated by the software needs of any given job (given in +the conda: directive within a rule). Those local environments live inside +.snakemake/conda/wildhashnumber, with auto-generated names reflecting the +hash of the environment (e.g. .snakemake/conda/21ceb8c2fe7dd21206ab90c2af8f847f_).

+

But, those environments need to be created at runtime if they don't +already exist in .snakemake/, so Harpy (technically Snakemake) will install +them before running the jobs within a workflow. On some HPC systems, this +process can move glacially slow (it might be a RAID or NAS thing) and this +might make you think a Harpy workflow is hanging at the environment +installation step before it even begins its first job. That isn't ideal. +Additionally, sysadmins aren't particularly fond of how many files are +created with conda-based installations, which leads us to containerization.

+ +

+ # + Harpy and Containers +

+ + + +

If you aren't sure exactly what containers are, great, we aren't either! But +here's what we do know: it's a tiny mountable file containing an entire +operating system and whatever other bits you might need. Creating containers +is done with a recipe that takes a base "image" (an established existing +container) and adds "layers" of modifications to that base image. Imagine a +simple recipe where you declare a base image of a minimal Ubuntu 22 system +and your "layer" (modification) is installing a program into it using sudo apt install .... You could then use this container as the "environment" to +run particular things with the software you installed into it.

+ +

The Harpy team manages a container on Dockerhub called, you guessed it, Harpy, that +is synchronously versioned with the Harpy software. In other words, if +you're using Harpy v1.4, it will use the container version v1.4. The +development version of Harpy uses latest and the versions are automagically +managed through GitHub Actions. The Harpy container actually contains all of +the conda environments in it. So, when Snakemake is using the container +environment method, it will pull the versioned container from Dockerhub, and +jump in and out of container instances as required by the different jobs. +When inside a container, Snakemake will automatically activate the correct +conda environment within the container!

+ +

+ # + What's the Catch? +

+ +

While local conda enviroments at runtime or containers might seem like foolproof approaches, there are drawbacks.

+ +

+ # + Conda Caveats: +

+ + +

+ # + ⚠️ Conda Caveat 1: Inconsistent +

+ +

Despite our and conda's best efforts, sometimes programs just don't install +correctly on some systems due to unexpected system (or conda) configurations. +This results in frustrating errors where jobs fail because software that is +absolutely installed isn't being recognized (false negative), or software that wasn't +successfully installed is being recognized (false positive).

+ +

+ # + 💣 Conda Caveat 2: Troubleshooting +

+ +

To manually troubleshoot many of the tasks Harpy workflows perform, you +may need to jump into one of the local conda environments in .snakemake/conda. That itself isn't terrible, but it's an extra step because you will +need to identify which environment is the correct one since Snakemake renames +them by their hash. An easy way to do this is to do

+
+
idenify the contents of the local conda environments
+
cat .snakemake/cconda/hashname.yaml
+
+

because Snakemake also saves the YAML recipe too. While a little annoying, +this would be the sensible way to manually troubleshoot a step from a +workflow because troubleshooting it with the container method is much, much +more involved and not recommended.

+ +

+ # + Container Caveats +

+ + +

+ # + 🚥 Container Caveat 1: Speed +

+ +

The overhead of Snakemake creating a container instance for a job, then +cleaning it up after the job is done is not trivial and can +negatively impact runtime.

+ +

+ # + 💣 Container Caveat 2: Troubleshooting +

+ +

The command Snakemake secretly invokes to run a job in a container is +quite lengthy. In most cases that shouldn't matter to you, but when +something eventually goes wrong and you need to troubleshoot, it's harder +to manually rerun steps (e.g. bwa mem genome.fa sample1.F.fq, sample1.R.fq) +because you need a much bigger, more involved container-based command line +call to enter a container instance and run everything with the correct +directories mounted.

+ + + + +
+ +
+
+ +
+
+ +
+
+ +
+
+ + + +
+ + +
+ + + + diff --git a/blog/sort_by_barcode/index.html b/blog/sort_by_barcode/index.html index 9d42d6691..cf2f20961 100644 --- a/blog/sort_by_barcode/index.html +++ b/blog/sort_by_barcode/index.html @@ -4,7 +4,7 @@ - + @@ -37,12 +37,12 @@ - + - + - - + +
@@ -61,7 +61,7 @@ Harpy - +
diff --git a/blog/sv_pooling/index.html b/blog/sv_pooling/index.html index 66e434b09..eff2e0e45 100644 --- a/blog/sv_pooling/index.html +++ b/blog/sv_pooling/index.html @@ -4,7 +4,7 @@ - + @@ -37,11 +37,11 @@ - + - + - +
@@ -60,7 +60,7 @@ Harpy - +
diff --git a/categories/guides/index.html b/categories/guides/index.html index c0ff94d0d..ccfe47b8c 100644 --- a/categories/guides/index.html +++ b/categories/guides/index.html @@ -4,7 +4,7 @@ - + @@ -29,11 +29,11 @@ - + - + - +
@@ -54,7 +54,7 @@ Harpy - +
@@ -339,6 +339,19 @@

+ +
+ +
+
+
guides
+
Choosing a software runtime method
+
+
+
2024-06-21
+
+
+
@@ -352,6 +365,19 @@

+ +
+ +
+
+
guides
+
Filtering Variants
+
+
+
2024-06-05
+
+
+ diff --git a/categories/index.html b/categories/index.html index c00a1d091..2710a67e1 100644 --- a/categories/index.html +++ b/categories/index.html @@ -4,7 +4,7 @@ - + @@ -29,11 +29,11 @@ - + - + - +
@@ -54,7 +54,7 @@ Harpy - +
@@ -289,7 +289,7 @@

diff --git a/commonoptions/index.html b/commonoptions/index.html index 5f29e9c00..f07ef022c 100644 --- a/commonoptions/index.html +++ b/commonoptions/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + +
@@ -58,7 +58,7 @@ Harpy - +
diff --git a/development/index.html b/development/index.html index 26181a29f..d64cc5508 100644 --- a/development/index.html +++ b/development/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + +
@@ -60,7 +60,7 @@ Harpy - +
diff --git a/haplotagdata/index.html b/haplotagdata/index.html index 6842c1284..34efaae57 100644 --- a/haplotagdata/index.html +++ b/haplotagdata/index.html @@ -4,7 +4,7 @@ - + @@ -34,11 +34,11 @@ - + - + - + @@ -61,7 +61,7 @@ Harpy - + diff --git a/index.html b/index.html index d9753bb55..30e8093f6 100644 --- a/index.html +++ b/index.html @@ -4,7 +4,7 @@ - + @@ -34,11 +34,11 @@ - + - + - + @@ -60,7 +60,7 @@ Harpy - + diff --git a/install/index.html b/install/index.html index afdc17961..ff4c01cad 100644 --- a/install/index.html +++ b/install/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + +
@@ -58,7 +58,7 @@ Harpy - +
diff --git a/resources/js/config.js b/resources/js/config.js index ac5dde188..d834dd019 100644 --- a/resources/js/config.js +++ b/resources/js/config.js @@ -1 +1 @@ -var __DOCS_CONFIG__ = {"id":"ezWodTF158H+oGv9wsEMSC7cNIdNH9b+xzq","key":"ED+R5BHGkOJbCKtlOJoAdeSiNexKx9yNCGm55Sau6DA.JuBfLcuoqliZMIe2S4d++SSHW8x+OJ6terajjOk1FW4buJG/bGFYA58AaclI4vTfieceB/7Bo1zOvhWE6Y3RFQ.32","base":"/harpy/","host":"pdimens.github.io","version":"1.0.0","useRelativePaths":true,"documentName":"index.html","appendDocumentName":false,"trailingSlash":true,"preloadSearch":false,"cacheBustingToken":"3.6.0.786641302911","cacheBustingStrategy":"query","sidebarFilterPlaceholder":"Filter","toolbarFilterPlaceholder":"Filter","showSidebarFilter":true,"filterNotFoundMsg":"No member names found containing the query \"{query}\"","maxHistoryItems":15,"homeIcon":"","access":[{"value":"public","label":"Public"},{"value":"protected","label":"Protected"}],"toolbarLinks":[{"id":"fields","label":"Fields"},{"id":"properties","label":"Properties"},{"id":"methods","label":"Methods"},{"id":"events","label":"Events"}],"sidebar":[{"n":"/","l":"Home","s":""},{"n":"install","l":"Install","s":""},{"n":"workflows","l":"Workflows","c":false,"i":[{"n":"align","l":"Align","i":[{"n":"bwa","l":"BWA","s":""},{"n":"ema","l":"EMA","s":""},{"n":"strobe","l":"Strobe","s":""}],"s":""},{"n":"assembly","l":"Assembly","s":""},{"n":"deconvolve","l":"Deconvolve","s":""},{"n":"demultiplex","l":"Demultiplex","s":""},{"n":"impute","l":"Impute","s":""},{"n":"metassembly","l":"Metassembly","s":""},{"n":"other","l":"Other","s":""},{"n":"phase","l":"Phase","s":""},{"n":"preflight","l":"Preflight","s":""},{"n":"qc","l":"QC","s":""},{"n":"simulate","l":"Simulate","i":[{"n":"simulate-linkedreads","l":"Linked Reads","s":""},{"n":"simulate-variants","l":"Variants","s":""}],"s":""},{"n":"snp","l":"SNP","s":""},{"n":"sv","l":"SV","i":[{"n":"leviathan","l":"Leviathan","s":""},{"n":"naibr","l":"Naibr","s":""}],"s":""}],"s":""},{"n":"haplotagdata","l":"Haplotag Data","s":""},{"n":"commonoptions","l":"Common Options","s":""},{"n":"troubleshooting","l":"Troubleshooting","s":""},{"n":"snakemake","l":"Snakemake Things","s":""},{"n":"software","l":"Software","s":""},{"n":"utilities","l":"Utilities","s":""},{"n":"blog","l":"Blog","v":false,"i":[{"n":"sort_by_barcode","l":" Sort data by barcode","v":false,"s":""},{"n":"simulate_diploid","l":" Simulating variants","v":false,"s":""},{"n":"sv_pooling","l":" Pooling samples for SV calling","v":false,"s":""},{"n":"software_environments","l":" Choosing a software runtime method","v":false,"s":""},{"n":"filtering_snps","l":" Filtering Variants","v":false,"s":""}]}],"search":{"mode":1,"minChars":2,"maxResults":20,"placeholder":"Search","hotkeys":["k"],"noResultsFoundMsg":"Sorry, no results found.","recognizeLanguages":true,"languages":[0],"preload":false},"resources":{"History_Title_Label":"History","History_ClearLink_Label":"Clear","History_NoHistory_Label":"No history items","API_AccessFilter_Label":"Access","API_ParameterSection_Label":"PARAMETERS","API_SignatureSection_Label":"SIGNATURE","API_CopyHint_Label":"Copy","API_CopyNameHint_Label":"Copy name","API_CopyLinkHint_Label":"Copy link","API_CopiedAckHint_Label":"Copied!","API_MoreOverloads_Label":"more","API_MoreDropdownItems_Label":"More","API_OptionalParameter_Label":"optional","API_DefaultParameterValue_Label":"Default value","API_InheritedFilter_Label":"Inherited","Search_Input_Placeholder":"Search","Toc_Contents_Label":"Contents","Toc_RelatedClasses_Label":"Related Classes","History_JustNowTime_Label":"just now","History_AgoTime_Label":"ago","History_YearTime_Label":"y","History_MonthTime_Label":"mo","History_DayTime_Label":"d","History_HourTime_Label":"h","History_MinuteTime_Label":"m","History_SecondTime_Label":"s"}}; +var __DOCS_CONFIG__ = {"id":"239g/QS3iVJWSzYYyQljF/queZMWiWml2Ah","key":"mrD+GzjONsd43QwitL8jsqw2g4YFNgTvKgfSK+uxpcA.hk4Jt4TbVL2bmnOEEezIdQnC8Z1ZorfFHYHn1iBu58pr+Xcsu7YWOQC+BtuZtePL/axDqbUjeS7C1l6P87SRzQ.86","base":"/harpy/","host":"pdimens.github.io","version":"1.0.0","useRelativePaths":true,"documentName":"index.html","appendDocumentName":false,"trailingSlash":true,"preloadSearch":false,"cacheBustingToken":"3.6.0.786837081543","cacheBustingStrategy":"query","sidebarFilterPlaceholder":"Filter","toolbarFilterPlaceholder":"Filter","showSidebarFilter":true,"filterNotFoundMsg":"No member names found containing the query \"{query}\"","maxHistoryItems":15,"homeIcon":"","access":[{"value":"public","label":"Public"},{"value":"protected","label":"Protected"}],"toolbarLinks":[{"id":"fields","label":"Fields"},{"id":"properties","label":"Properties"},{"id":"methods","label":"Methods"},{"id":"events","label":"Events"}],"sidebar":[{"n":"/","l":"Home","s":""},{"n":"install","l":"Install","s":""},{"n":"workflows","l":"Workflows","c":false,"i":[{"n":"align","l":"Align","i":[{"n":"bwa","l":"BWA","s":""},{"n":"ema","l":"EMA","s":""},{"n":"strobe","l":"Strobe","s":""}],"s":""},{"n":"assembly","l":"Assembly","s":""},{"n":"deconvolve","l":"Deconvolve","s":""},{"n":"demultiplex","l":"Demultiplex","s":""},{"n":"impute","l":"Impute","s":""},{"n":"metassembly","l":"Metassembly","s":""},{"n":"other","l":"Other","s":""},{"n":"phase","l":"Phase","s":""},{"n":"preflight","l":"Preflight","s":""},{"n":"qc","l":"QC","s":""},{"n":"simulate","l":"Simulate","i":[{"n":"simulate-linkedreads","l":"Linked Reads","s":""},{"n":"simulate-variants","l":"Variants","s":""}],"s":""},{"n":"snp","l":"SNP","s":""},{"n":"sv","l":"SV","i":[{"n":"leviathan","l":"Leviathan","s":""},{"n":"naibr","l":"Naibr","s":""}],"s":""}],"s":""},{"n":"haplotagdata","l":"Haplotag Data","s":""},{"n":"commonoptions","l":"Common Options","s":""},{"n":"troubleshooting","l":"Troubleshooting","s":""},{"n":"snakemake","l":"Snakemake Things","s":""},{"n":"software","l":"Software","s":""},{"n":"utilities","l":"Utilities","s":""},{"n":"blog","l":"Blog","v":false,"i":[{"n":"sort_by_barcode","l":" Sort data by barcode","v":false,"s":""},{"n":"simulate_diploid","l":" Simulating variants","v":false,"s":""},{"n":"sv_pooling","l":" Pooling samples for SV calling","v":false,"s":""},{"n":"software_environments","l":" Choosing a software runtime method","v":false,"s":""},{"n":"softwareenvironments","l":" Choosing a software runtime method","v":false,"s":""},{"n":"filtering_snps","l":" Filtering Variants","v":false,"s":""},{"n":"filteringsnps","l":" Filtering Variants","v":false,"s":""}]}],"search":{"mode":1,"minChars":2,"maxResults":20,"placeholder":"Search","hotkeys":["k"],"noResultsFoundMsg":"Sorry, no results found.","recognizeLanguages":true,"languages":[0],"preload":false},"resources":{"History_Title_Label":"History","History_ClearLink_Label":"Clear","History_NoHistory_Label":"No history items","API_AccessFilter_Label":"Access","API_ParameterSection_Label":"PARAMETERS","API_SignatureSection_Label":"SIGNATURE","API_CopyHint_Label":"Copy","API_CopyNameHint_Label":"Copy name","API_CopyLinkHint_Label":"Copy link","API_CopiedAckHint_Label":"Copied!","API_MoreOverloads_Label":"more","API_MoreDropdownItems_Label":"More","API_OptionalParameter_Label":"optional","API_DefaultParameterValue_Label":"Default value","API_InheritedFilter_Label":"Inherited","Search_Input_Placeholder":"Search","Toc_Contents_Label":"Contents","Toc_RelatedClasses_Label":"Related Classes","History_JustNowTime_Label":"just now","History_AgoTime_Label":"ago","History_YearTime_Label":"y","History_MonthTime_Label":"mo","History_DayTime_Label":"d","History_HourTime_Label":"h","History_MinuteTime_Label":"m","History_SecondTime_Label":"s"}}; diff --git a/resources/js/search.json b/resources/js/search.json index 40e323277..b21bd148d 100644 --- a/resources/js/search.json +++ b/resources/js/search.json @@ -1 +1 @@ -[[{"i":"#","p":["Using Harpy to process your haplotagged data"]},{"l":"Home","p":["Harpy is a haplotagging data processing pipeline for Linux-based systems. It uses all the magic of Snakemake under the hood to handle the worklfow decision-making, but as a user, you just interact with it like a normal command-line"]},{"l":"Harpy Modules","p":["Harpy is modular, meaning you can use different parts of it independent from each other. Need to only align reads? Great! Only want to call variants? Awesome! All modules are called by"]},{"l":"Using Harpy","p":["You can call harpy without any arguments (or with --help) to print the docstring to your terminal. You can likewise call any of the modules without arguments or with --help to see their usage (e.g."]},{"l":"Typical Linked-Read Workflows","p":["Depending on your project goals, you may want any combination of SNPs, structural variants (inversions, deletions, duplications), or phased haplotypes. Below is a flow chart outlining a general workflow of linked-read data."]}],[{"l":"Install"},{"l":"Install Harpy","p":["Harpy is hosted on Bioconda! That means to install it, you just need to have conda(or mamba) on your Linux-based system and install it with a simple command. You can install Harpy into an existing environment or create a new one for it (recommended)."]},{"l":"install into a new environment"},{"i":"recommended","l":"✨recommended✨","p":["The code snippet below creates a new environment called harpy(the -n harpy part) and installs harpy into it from the bioconda channel (-c bioconda part). You can name this environment anything (e.g."]},{"l":"install into an existing evironment","p":["If you want to install harpy into an existing environment, then with an environment already activated (via conda activate env_name) simply use the conda install command and harpy"]},{"l":"Update Harpy","p":["If you want to update Harpy, the process is quite similar:"]}],[{"i":"#","p":["Align haplotagged sequences"]},{"l":"Align Sequences to a Genome","p":["After your sequences (in FASTQ format) have been checked for quality, you will need to align them to a reference genome before you can call variants. Harpy offers several aligners for this purpose:"]}],[{"i":"#","p":["Align haplotagged sequences with BWA MEM"]},{"l":"Map Reads onto a genome with BWA MEM","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Molecule distance","p":["The --molecule-distance option is used during the BWA alignment workflow to assign alignments a unique Molecular Identifier MI:i tag based on their haplotag barcode and the distance threshold you specify. See"]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["Harpy uses samtools markdup to mark putative PCR duplicates. By using the --barcode-tag BX option, it considers the linked-read barcode for more accurate duplicate detection. Duplicate"]},{"l":"BWA workflow"}],[{"i":"#","p":["Align haplotagged sequences with EMA"]},{"l":"Map Reads onto a genome with EMA","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Barcode whitelist","p":["Some linked-read methods (e.g. 10x, Tellseq) require the inclusion of a barcode \"whitelist.\" This file is a simple text file that has one barcode per line so a given software knows what barcodes to expect in your data."]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["EMA marks duplicates in the resulting alignments, however the read with invalid barcodes are aligned separately with BWA. Therefore, Harpy uses samtools markdup to mark putative"]},{"l":"EMA workflow"}],[{"i":"#","p":["Align haplotagged sequences with strobealign"]},{"l":"Map Reads onto a genome with strobealign","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Read Length","p":["The strobealign program uses a new strobemer design for aligning and requires its own way of indexing the genome. The index must be configured for the average read length of the sample"]},{"l":"Molecule distance","p":["The --molecule-distance option is used during the BWA alignment workflow to assign alignments a unique Molecular Identifier MI:i tag based on their haplotag barcode and the distance threshold you specify. See"]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["Harpy uses samtools markdup to mark putative PCR duplicates. By using the --barcode-tag BX option, it considers the linked-read barcode for more accurate duplicate detection. Duplicate"]},{"l":"Strobealign workflow"}],[{"i":"#","p":["Create a genome assembly from linked reads"]},{"l":"Create a Genome Assembly","p":["If you have single-sample data, you might be interested in a genome assembly. Unlike metagenome assemblies, a classic genome assembly assumes there is exactly one genome present in your sequences and will try to"]},{"l":"Running Options","p":["In addition to the , the module is configured using the command-line arguments below. Since the assembly process consists of several distinct phases, the descriptions are provided with an extra badge to reflect which part of the assembly process they correspond to."]},{"l":"Deconvolved Inputs","p":["For linked-read assemblies, the barcodes need to be deconvolved in the sequence data, meaning that barcodes that are shared by reads that originate from different molecules need to have unique barcode"]},{"l":"Assembly Workflow"}],[{"i":"#","p":["Resolve barcodes shared by different molecules"]},{"l":"Resolve barcodes shared by different molecules","p":["Running is optional. In the alignment workflows (), Harpy already uses a distance-based approach to deconvolve barcodes and assign MI tags (Molecular Identifier), whereas the workflow has the"]},{"l":"Running Options"},{"l":"Resulting Barcodes","p":["After deconvolution, some barcodes may have a hyphenated suffix like -1 or -2(e.g. A01C33B41D93-1). This is how deconvolution methods create unique variants of barcodes to denote that identical barcodes"]},{"l":"Harpy Deconvolution Nuances","p":["Some of the downstream linked-read tools Harpy uses expect linked read barcodes to either look like the 16-base 10X variety or a standard haplotag (AxxCxxBxxDxx). Their pattern-matching would not recognize barcodes deconvoluted with"]}],[{"i":"#","p":["Demultiplex raw sequences into haplotag barcoded samples"]},{"l":"Demultiplex Raw Sequences","p":["When pooling samples and sequencing them in parallel on an Illumina sequencer, you will be given large multiplexed FASTQ files in return. These files contain sequences for all of your samples and need to be demultiplexed using barcodes to"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Haplotag Types"},{"l":"Gen I Demultiplex Workflow"}],[{"i":"#","p":["Impute genotypes for haplotagged data with Harpy"]},{"l":"Impute Genotypes using Sequences","p":["After variants have been called, you may want to impute missing genotypes to get the most from your data. Harpy uses STITCH to impute genotypes, a haplotype-based method that is linked-read aware. Imputing genotypes requires a variant call file"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Extra STITCH parameters","p":["You may add additional parameters to STITCH by way of the--extra-params(or -x) option. Since STITCH is a function in the R language, the parameters you add must be in R syntax (e.g."]},{"l":"Prioritize the vcf file","p":["Sometimes you want to run imputation on all the samples present in the INPUTS, but other times you may want to only impute the samples present in the --vcf file. By default, Harpy assumes you want to use all the samples"]},{"l":"Parameter file","p":["Typically, one runs STITCH multiple times, exploring how results vary with different model parameters (explained in next section). The solution Harpy uses for this is to have the user"]},{"l":"STITCH Parameters"},{"l":"Imputation Workflow"}],[{"i":"#","p":["Create a metagenome assembly from linked reads"]},{"l":"Create a Metagenome Assembly","p":["If you have mixed-sample data, you might be interested in a metagenome assembly, also known as a metassembly. Unlike a single-sample assembly, a metassembly assumes there are multiple genomes present in your sequences and will try to"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Deconvolved Inputs","p":["For linked-read assemblies, the barcodes need to be deconvolved in the sequence data, meaning that barcodes that are shared by reads that originate from different molecules need to have unique barcode"]},{"l":"Metassembly Workflow"}],[{"i":"#","p":["Generate extra files for analysis with Harpy"]},{"l":"Other Harpy modules","p":["On this page you'll find Harpy functions that aren't standalone workflows. These may create necessary inputs, continue where you left off, or view important workflow files."]},{"l":"Other modules"},{"l":"imputeparams","p":["Create a template parameter file for the module. The file is formatted correctly and serves as a starting point for using parameters that make sense for your study."]},{"l":"arguments","p":["Typically, one runs STITCH multiple times, exploring how results vary with different model parameters. The solution Harpy uses for this is to have the user provide a tab-delimited dataframe file where the columns are the 6 STITCH model"]},{"l":"resume","p":["When calling a workflow (e.g. ), Harpy performs various file checks and validations, sets up the Snakemake command, output folder(s), etc. In the event you want to continue a failed or manually terminated workflow without overwriting the workflow files (e.g."]},{"i":"arguments-1","l":"arguments","p":["The DIRECTORY is the output directory of a previous harpy-invoked workflow, which must have the workflow/config.yaml file. For example, if you previously ran harpy align bwa -o align-bwa ..."]},{"l":"popgroup","p":["Creates a sample grouping file for variant calling"]},{"i":"arguments-2","l":"arguments","p":["This optional file is useful if you want SNP variant calling to happen on a per-population level via or on samples pooled-as-populations via ."]},{"l":"view","p":["This convenience command lets you view the latest workflow log file of a Harpy output directory. Use --snakefile or --config to view the workflow snakefile or config.yaml file instead, respectively. Output is printed to the screen via"]},{"i":"arguments-3","l":"arguments"}],[{"i":"#","p":["Phase haplotypes for haplotagged data with Harpy"]},{"l":"Phase SNPs into Haplotypes","p":["You may want to phase your genotypes into haplotypes, as haplotypes tend to be more informative than unphased genotypes (higher polymorphism, captures relationship between genotypes). Phasing"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Prioritize the vcf file","p":["Sometimes you want to run imputation on all the samples present in the INPUTS, but other times you may want to only impute the samples present in the --vcf file. By default, Harpy assumes you want to use all the samples"]},{"l":"Molecule distance","p":["The molecule distance refers to the base-pair distance dilineating separate molecules. In other words, when two alignments on a single contig share the same barcode, how far away from each other are we willing to say they were and still consider them having"]},{"l":"Pruning threshold","p":["The pruning threshold refers to a PHRED-scale value between 0-1 (a percentage) for removing low-confidence SNPs from consideration. With Harpy, you configure this value as an integer"]},{"l":"Phasing Workflow"}],[{"i":"#","p":["Run file format checks on haplotagged FASTQ/BAM files"]},{"l":"Pre-flight checks for input files","p":["Harpy does a lot of stuff with a lot of software and each of these programs expect the incoming data to follow particular formats (plural, unfortunately). These formatting opinions/specifics are at the mercy of the original developers and while there are times when Harpy can (and does)"]},{"l":"When to run"},{"l":"Running Options","p":["In addition to the , the and modules are configured using only command-line input arguments:"]},{"l":"Workflow"}],[{"i":"#","p":["Quality trim haplotagged sequences with Harpy"]},{"l":"Quality Trim Sequences","p":["Raw sequences are not suitable for downstream analyses. They have sequencing adapters, index sequences, regions of poor quality, etc. The first step of any genetic sequence analyses is to remove these adapters and trim poor quality data. You can remove adapters,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"QC Workflow"}],[{"i":"#","p":["Simulate genomic data"]},{"l":"Simulate Genomic Data","p":["You may be interested in benchmarking variant detection or maybe just trying out haplotagging data without any financial commitment-- that's where simulations come in handy."]},{"l":"Simulate Genomic Variants","p":["Harpy lets you simulate genomic variants via for different variant types such as single nucleotide polymorphisms (SNP), indels, inversions, copy number variants (CNV), and translocations. All you need is to provide a genome to simulate"]},{"l":"Simulate Haplotag Linked-Reads","p":["You can also simulate haplotag-style linked reads from an existing genome using . Harpy incorporates LRSIM to generate linked reads from a diploid genomic. If you only have a haploid genome, then you can create a diploid genome by simulating variants into it with"]}],[{"i":"#","p":["Simulate linked reads from a genome"]},{"l":"Simulate Linked Reads","p":["Simulate linked reads from a genome"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Mutation Rate","p":["The read simulation is two-part: first dwgsim generates forward and reverse FASTQ files from the provided genome haplotypes( HAP1_GENOME and HAP2_GENOME), then LRSIM takes over and creates linked-reads from that. The"]},{"l":"Simulating a single sample","p":["If you intend to simulate a \"single individual\" (i.e. use this module once), then you might want no additonal SNPs beyond the variants you may have already introduced into the genome and set"]},{"l":"Simulating multiple samples","p":["If you intend on simulating \"multiple individuals\" (i.e. use this module multiple times on the same genome haplotypes), it may make sense to set this value larger than 0 so there is some \"natural\" variation between your simulated individuals."]},{"l":"Partitions","p":["TL;DR: 10X partitions ≈ haplotag beads"]},{"l":"Barcodes","p":["Barcodes, if provided, must be given as nucleotide sequences, one per line. If not provided, Harpy will generate the standard set of 96^4 haplotagging barcodes (24bp) used by Meier et al."]},{"l":"Haplotagging conversion","p":["Harpy will convert (demultiplex) the simulated linked-reads into proper haplotagging ACBD format by matching the first X number of nucleotides from the start of the forward read to the barcode list. The provided barcodes will all be assigned a"]},{"l":"Choosing parameters","p":["LRSIM does internal calculations to determine the number of reads per molecule based on --read-pairs,--partitions, and --molecules-per. Understanding how these parameters affect the resulting sequences"]},{"l":"Parameter calculator","p":["Use the calculator provided below to help you make informed decisions for these parameters:"]},{"l":"Simulate Linkedreads Workflow"}],[{"i":"#","p":["Simulate snps, indels, inversions, cnv, translocations"]},{"l":"Simulate Genomic Variants","p":["Simulate snps, indels, inversions, cnv, translocations"]},{"l":"Modules","p":["There are 4 submodules with very obvious names:"]},{"l":"Running Options","p":["While there are serveral differences between individual workflow options, each has available all the like other Harpy modules. Each requires and input genome at the end of the command line, and each requires either a"]},{"l":"Simulate known variants","p":["Rather than simulating random variants, you can use a VCF file as input to any of the workflows to have simuG simulate the variants (of that type) from the VCF file. This becomes particularly"]},{"l":"Heterozygosity","p":["Each workflow has a --heterozygosity parameter where you can specify the heterozygosity of the simulated variants, which creates two new VCF files ({prefix}.hap1.vcf,{prefix}.hap2.vcf"]},{"l":"Variant Simulation Workflow"}],[{"i":"#","p":["Call SNPs and small indels"]},{"l":"Call SNPs and small indels","p":["After reads have been aligned, e.g., with , you can use those alignment files(.bam) to call variants in your data. Harpy can call SNPs and small indels using bcftools mpileup or with"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"ploidy","p":["If you are calling haploid or diploid samples, using either mpileup or freebayes will be comparable. However, if you need to call SNPs in polyploids (ploidy >2), then you will need to use"]},{"l":"regions","p":["The --regions(-r) option lets you specify the genomic regions you want to call variants on. Keep in mind that mpileup uses 1-based positions for genomic intervals, whereas freebayes"]},{"l":"populations","p":["Grouping samples changes the way the variant callers computes certain statistics when calling variants. If you have reason to believe there is a biologically meaningful grouping scheme to your samples, then you should include"]},{"l":"SNP calling workflow"}],[{"i":"#","p":["Find structural variants"]},{"l":"Find structural variants","p":["The module identifies single nucleotide polymorphisms (SNP) and small indels, but you may want to (and should!) leverage the linked-read data to identify larger structural variants (SV) like large deletions, duplications, and"]},{"l":"Caveats"},{"l":"NAIBR","p":["While our testing shows that NAIBR tends to find known inversions that LEVIATHAN misses, the program requires haplotype phased bam files as input. That means the alignments have a"]},{"l":"LEVIATHAN","p":["LEVIATHAN relies on split-read information in the sequence alignments to call variants. The EMA aligner does not report split read alignments, instead it reports secondary alignments."]}],[{"i":"#","p":["Call structural variants using Leviathan"]},{"l":"Call Structural Variants using LEVIATHAN","p":["(like indels, insertions, duplications, breakends)"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Single-sample variant calling","p":["When not using a population grouping file via --populations, variants will be called per-sample. Due to the nature of structural variant VCF files, there isn't an entirely fool-proof way"]},{"l":"Pooled-sample variant calling","p":["With the inclusion of a population grouping file via --populations, Harpy will merge the bam files of all samples within a population and call variants on these alignment pools. Preliminary work shows that this way identifies more variants and with fewer false"]},{"l":"LEVIATHAN workflow"}],[{"i":"#","p":["Call structural variants using NAIBR (plus)"]},{"l":"Call Structural Variants using NAIBR","p":["(like indels, insertions, duplications)"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Molecule distance","p":["The --molecule-distance option is used to let the program determine how far apart alignments on a contig with the same barcode can be from each other and still considered as originating from the same DNA molecule. See"]},{"l":"Single-sample variant calling","p":["When not using a population grouping file via --populations, variants will be called per-sample. Due to the nature of structural variant VCF files, there isn't an entirely fool-proof way"]},{"l":"Pooled-sample variant calling","p":["With the inclusion of a population grouping file via --populations, Harpy will merge the bam files of all samples within a population and call variants on these alignment pools. Preliminary work shows that this way identifies more variants and with fewer false"]},{"l":"Optional vcf file","p":["In order to get the best variant calling performance out of NAIBR, it requires phased bam files as input. Using --vcf is optional and not used by NAIBR directly. However, to use"]},{"i":"a-phased-input---vcf","l":"a phased input --vcf","p":["This file can be in vcf/vcf.gz/bcf format and most importantly it must be phased haplotypes. There are various ways to haplotype SNPs, but you can use to phase your SNPs into haplotypes using the haplotag barcode information. The resulting phased VCF file can then be used as input here."]},{"l":"NAIBR workflow"}],[{"l":"Haplotag data"},{"i":"what-is-haplotagging","l":"What is haplotagging?","p":["Linked-read sequencing exists to combine the throughput and accuracy of short-read sequencing with the long range haplotype information of long-read sequencing. Haplotagging is an implementation of linked-read sequencing developed by"]},{"l":"Data Format"},{"l":"Barcodes","p":["While barcodes are actually combinatorial bases, in the read headers they are represented with the format AxxCxxBxxDxx, where each barcode segment is denoted as Axx(or Bxx, etc.)."]},{"l":"barcode protocol varieties","p":["If you think haplotagging is as simple as exactly 96^4 unique barcodes, you would only be half-correct. The original haplotagging protocol in Meier et al. is good, but the authors (and others) have been working to improve this linked-read technology to improve"]},{"l":"where the barcodes go","p":["Chromium 10X linked-reads use a format where the barcode is the leading 16 bases of the forward (R1) read. However, haplotagging data does not use that format and many of the tools"]},{"l":"Read headers","p":["Like mentioned, the haplotag barcode is expected to be stored in the BX:Z: tag in the read header. This information is retained through the various Harpy steps. An example read header could look like:"]},{"l":"Read length","p":["Reads must be at least 30 base pairs in length for alignment. By default, the module removes reads <30bp."]},{"l":"Compression","p":["Harpy generally doesn't require the input sequences to be in gzipped/bgzipped format, but it's good practice to compress your reads anyway. Compressed files are expected to end with the extension"]},{"l":"Naming conventions","p":["Unfortunately, there are many different ways of naming FASTQ files, which makes it difficult to accomodate every wacky iteration currently in circulation. While Harpy tries its best to be flexible, there are limitations."]},{"l":"Barcode thresholds","p":["By the nature of linked read technologies, there will (almost always) be more DNA fragments than unique barcodes for them. As a result, it's common for barcodes to reappear in sequences. Rather than incorrectly assume that all sequences/alignments with the same barcode"]}],[{"l":"Common Harpy Options"},{"l":"Input Arguments","p":["Each of the main Harpy modules (e.g. or ) follows the format of"]},{"l":"Common command-line options","p":["Every Harpy module has a series of configuration parameters. These are arguments you need to input to configure the module to run on your data, such as the directory with the reads/alignments,"]},{"i":"--contigs","l":"--contigs","p":["Some of the workflows (like ) plot per-contig information in their reports. By default, Harpy will plot up to 30 of the largest contigs. If you are only interested in a specific set of contigs, then you can use"]},{"l":"example","p":["You could call and specify 20 threads with no output to console:"]},{"l":"The workflow folder","p":["When you run one of the main Harpy modules, the output directory will contain a workflow folder. This folder is both necessary for the module to run and is very useful to understand what the module did, be it for your own"]},{"l":"The Genome folder","p":["You will notice that many of the workflows will create a Genome folder in the working directory. This folder is to make it easier for Harpy to store the genome and the associated"]}],[{"l":"Troubleshooting","p":["Lots of stuff can go wrong during an analysis. The intent of this page is to guide you through navigating the inevitable errors associated with doing bioinformatics."]},{"l":"Troubleshooting Harpy","p":["Harpy has two steps: first it performs checks and validations, then it runs Snakemake."]},{"l":"checks and validations","p":["First, Harpy takes your command-line inputs and checks/validates the input files and parameters. If your parameters are not the correct type (e.g. a number where there should be a file), the"]},{"l":"snakemake validations","p":["Once all the file validations pass, Harpy passes the baton over to Snakemake. Snakemake builds a workflow graph of the rules and performs its own checks. If you get an error before the workflow starts processing any data (there"]},{"l":"error during a workflow","p":["Sometimes something goes wrong with one of the steps in a workflow. If/when that happens, Harpy will print the offending step and all the information Snakemake has regarding the failure. If the step had a log file, it will"]},{"l":"Common Issues"},{"l":"installation issue","p":["Conda is an awesome package manager, but was slow and used a ton of memory as dependencies increased. Recent ( 23.10+) versions of Conda now use the libmamba solver, the super-fast and super-lightweight solver from Mamba. If you're experiencing"]},{"l":"imputation or phasing failure","p":["If you use bamutils clipOverlap on alignments that are used for the or modules, they will cause both programs to error. We don't know why, but they do."]},{"l":"SAM name and ID mismatch","p":["Aligning a sample to a genome via Harpy will insert the sample name (based on the file name) into the alignment header (the @RG ID:name SM:name tag). It likewise expects, through various steps,"]}],[{"l":"Snakamake Things"},{"l":"Workflow logs","p":["Barring a few exceptions, most of Harpy's options are Snakemake workflows. This means we are all at the mercy of how Snakemake operates, which includes the .snakemake/ folder in your project directory. That folder contains"]},{"l":"Adding Snakemake Parameters","p":["Harpy relies on Snakemake under the hood to handle file and job dependencies. Most of these details have been abstracted away from the end-user, but most Harpy modules have an optional flag"]},{"l":"Common use cases","p":["You likely wont need to invoke --snakemake very often, if ever. However, here examples of some possible use cases for this parameter."]}],[{"l":"Software used in Harpy","p":["Harpy is the sum of its parts, and out of tremendous respect for the developers involved in the included software, we would like to highlight the tools directly involved in Harpy's many moving pieces."]},{"l":"Standalone Software"},{"l":"Software Packages"}],[{"l":"Utilities","p":["Harpy is the sum of its parts and some of those parts are stand-alone scripts used by the workflows that are accessible from within the Harpy conda environment. This page serves to document those scripts, since using them outside of a workflow"]},{"i":"assign_mipy","l":"assign_mi.py","p":["Assign an MI:i(Molecular Identifier) tag to each barcoded record based on a molecular distance cutoff. Input file must be coordinate sorted. This is similar to deconvolve_alignments.py"]},{"i":"bx_statspy","l":"bx_stats.py","p":["Calculates various linked-read molecule metrics from the (coordinate-sorted) input alignment file. Metrics include (per molecule):"]},{"i":"check_bampy","l":"check_bam.py","p":["Parses an aligment file to check:"]},{"i":"check_fastqpy","l":"check_fastq.py","p":["Parses a FASTQ file to check if any sequences don't conform to the SAM spec, whether BX:Z: is the last tag in the record, and the counts of:"]},{"i":"concatenate_bampy","l":"concatenate_bam.py","p":["Concatenate records from haplotagged SAM/BAM files while making sure MI tags remain unique for every sample. This is a means of accomplishing the same as samtools cat, except all"]},{"i":"count_bxpy","l":"count_bx.py","p":["Parses a FASTQ file to count:"]},{"i":"deconvolve_alignmentspy","l":"deconvolve_alignments.py","p":["Deconvolve BX-tagged barcodes and assign an MI(Molecular Identifier) tag to each barcoded record based on a molecular distance cutoff. Input file must be coordinate sorted. This is similar to"]},{"i":"depth_windowspy","l":"depth_windows.py","p":["Reads the output of samtools depth -a from stdin and calculates means within windows of a given windowsize."]},{"i":"haplotag_acbdpy","l":"haplotag_acbd.py","p":["Generates the BC_{ABCD}.txt files necessary to demultiplex Gen I haplotag barcodes into the specified output_directory."]},{"i":"infer_svpy","l":"infer_sv.py","p":["Create column in NAIBR bedpe output inferring the SV type from the orientation. Removes variants with FAIL flags and you can use the optional -f(--fail) argument to output FAIL variants to a separate file."]},{"i":"inline_to_haplotagpy","l":"inline_to_haplotag.py","p":["Converts inline nucleotide barcodes in reads to haplotag linked reads with barcodes in BX:Z and OX:Z header tags."]},{"i":"make_windowspy","l":"make_windows.py","p":["Create a BED file of fixed intervals (-w, -- window) from a FASTA or fai file (the kind generated with samtools faidx). Nearly identical to bedtools makewindows, except the intervals are nonoverlapping. The"]},{"i":"molecule_coveragepy","l":"molecule_coverage.py","p":["Using the statsfile generated by bx_stats.py from Harpy, will calculate \"molecular coverage\" across the genome. Molecular coverage is the \"effective\" alignment coverage if you treat a molecule inferred from linked-read data as"]},{"i":"parse_phaseblockspy","l":"parse_phaseblocks.py","p":["Parse a phase block file from HapCut2 to pull out summary information"]},{"l":"rename_bam","p":["Rename a sam/bam file and modify the @RG tag of the alignment file to reflect the change for both ID and SM. This process creates a new file new_name.bam and you may use -d to delete the original file. Requires"]},{"l":"separate_validbx","p":["Split a BAM file with BX tags into 2 files, one with valid ACBD barcodes ( stdout), one with invalid ACBD barcodes ( stderr)."]}],[{"l":"Blog"}],[{"i":"#","p":["Sorting data by linked-read barcode"]},{"l":"Sort data by barcode","p":["You would think sorting data would be a no-brainer, and in most cases it is. You can use seqtk or seqkit to sort FASTQ/A files by their IDs, samtools to sort SAM/BAM/CRAM files by name or coordinates. However, in the world of linked-read"]},{"l":"Sorting Alignments","p":["Let's start with BAM (or SAM/CRAM) files because the process is much simpler. Since the linked-read barcode is stored in a BX:Z tag (or less often as BC:Z:), we can use a little feature of"]},{"l":"Sorting FASTQ","p":["Sorting FASTQ files by barcode is trickier, only because there aren't (to our knowledge!) any existing convenience methods to do it. Like any bioinformatics puzzle, you could probably solve it with a sophisticated AWK command, but HTSlib tools are so much more"]},{"l":"1. convert FASTQ to SAM","p":["Yep, we're solving our problem by doing a simple file conversion to SAM/BAM. That's the easiest way to do it, surprisingly. FASTQ files can be converted to unmapped BAM files using"]},{"l":"2. sort the SAM by barcode","p":["Exactly like shown above to sort a SAM/BAM file with samtools sort, we're going to do the same on the unmapped SAM file we just created:"]},{"l":"3. convert SAM back to FASTQ","p":["Now that the data have been sorted, we need to convert it back into forward and reverse FASTQ files using samtools fastq. The -T * argument once again preserves all the tags between file formats. The"]},{"l":"as a single pipe","p":["Rather than splitting out these three processess, you can stream/pipe them in a single workflow:"]}],[{"i":"#","p":["A realistic workflow to simulate variants"]},{"l":"Simulating variants","p":["You may want to (and are encouraged to) simulate data before investing in the costs associated with linked-read sample preparation and subsequent sequencing. Harpy provides both a variant and linked-read simulators and this tutorial serves to"]},{"l":"1. Add random inversions","p":["First, we will need to simulate some inversions and set a --heterozygosity value >0 to get a diploid genome as the output. If you wanted to manually create inversions in specific areas or with specific lengths, this would be a good starting point too since"]},{"l":"2. Add snps and indels","p":["Let's say we wanted to simulate SNPs and indels like so:"]},{"i":"3-simulate-known-snps-and-indels-onto-the-diploid-genome-with-inversions","l":"3. Simulate \"known\" snps and indels onto the diploid genome with inversions","p":["We will run Harpy twice, once for each haplotype, using the corresponding VCFs from Step 2:"]},{"l":"5. Simulating linked-reads","p":["Now that you have heterozygous haplotypes created from your starting genome, you can simulate linked-reads from it using harpy simulate linkedreads. A simple implementation of that could look like:"]}],[{"i":"#","p":["Why pool samples for SV calling and when to do it"]},{"l":"Pooling samples for SV calling","p":["One of the cool benefits of linked-read data is the fact that you can call structural variants with it. Depending on the depth of your data, you may want (or need) to pool samples together. This"]},{"l":"Sample depth"},{"i":"depth-explained","l":"Depth, explained","p":["In bioinformatics, the terms \"coverage\" and \"depth\" and often used interchangeably, which is incorrect and leads to confusion. Coverage refers to the proportion of a genome that is sequenced, and"]},{"i":"depth-in-context","l":"Depth, in context","p":["Historically, one would have wanted to sequence fewer individuals at higher depth to get confident genotype calls, rather than sequence more individuals at lower depth. Recent advances in bioinformatics have enabled low-coverage whole genome sequencing"]},{"l":"The problem","p":["It's recommended to have at least 10X-12X depth to get decent structural variant calls(definitely read that in a paper that I would like to link here, but I can't seem to find it). If your data already has a minimum of 10X for each individual, great! Feel free to use"]},{"l":"The solution","p":["One way to get your low-coverage (low depth) data and still call structural variants is to pool samples together, which would effectively boost the depth. By doing this, you will"]},{"l":"Pooling considerations","p":["If pooling samples, you must pool them sensibly and with a biological context to do so. In other words, you don't just pool random samples together to inflate depth. Since haplotag data is just whole genome sequence data plus a little extra information, you should"]}],[{"i":"#","p":["Deciding between using Conda or Containers"]},{"l":"Choosing a software runtime method","p":["There are two ways you can run Harpy, using a container with the necessary software environments in it (the default), or with local conda environments(with the --conda option). If software development and containerization"]},{"i":"tldr","l":"TL;DR"},{"l":"What Harpy Provides","p":["An conda-based installation of Harpy provides only the minimal set of programs Harpy needs to begin a workflow. These include: python 3.12, snakemake-minimal, pandas, and the htslib programs (htslib, samtools, bcftools, tabix)."]},{"l":"How Harpy Provides the Other Stuff","p":["Instead of a monolithic Harpy environment, which would be impossible with the current software dependencies, there are a handful of defined conda environment recipes that Harpy workflows generate. Snakemake will make"]},{"l":"Harpy and Containers","p":["The Harpy team manages a container on Dockerhub called, you guessed it, Harpy, that is synchronously versioned with the Harpy software. In other words, if you're using Harpy v1.4, it will use the container version v1.4. The"]},{"i":"whats-the-catch","l":"What's the Catch?","p":["While local conda enviroments at runtime or containers might seem like foolproof approaches, there are drawbacks."]},{"i":"conda-caveats","l":"Conda Caveats:"},{"i":"conda-caveat-1-inconsistent","l":"⚠️ Conda Caveat 1: Inconsistent","p":["Despite our and conda's best efforts, sometimes programs just don't install correctly on some systems due to unexpected system (or conda) configurations. This results in frustrating errors where jobs fail because software that is"]},{"i":"conda-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Conda Caveat 2: Troubleshooting","p":["To manually troubleshoot many of the tasks Harpy workflows perform, you may need to jump into one of the local conda environments in .snakemake/conda. That itself isn't terrible, but it's an extra step because you will"]},{"l":"Container Caveats"},{"i":"container-caveat-1-speed","l":"\uD83D\uDEA5 Container Caveat 1: Speed","p":["The overhead of Snakemake creating a container instance for a job, then cleaning it up after the job is done is not trivial and can negatively impact runtime."]},{"i":"container-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Container Caveat 2: Troubleshooting","p":["The command Snakemake secretly invokes to run a job in a container is quite lengthy. In most cases that shouldn't matter to you, but when something eventually goes wrong and you need to troubleshoot, it's harder"]}],[{"i":"#","p":["A gentle introduction to the wild world of filtering SNPs"]},{"l":"Filtering Variants","p":["The discussion around filtering SNPs and indels is massive and many researchers go about it differently, each very opinionated as to why their method is the best. As a starting point, have a look at how the authors of"]},{"i":"genotype-quality-qual","l":"genotype quality (QUAL)","p":["You will obviously want higher quality genotype calls to remove false positives. The HTSlib guide suggests at least 50(e.g. -i 'QUAL=50'), but we typically filter much higher at"]},{"i":"read-depth-dp","l":"read depth (DP)","p":["Variant sites with too few reads backing up the genotype might be false positives, although this may not hold true for very low-coverage data. Conversely, a maximum cut off is important because sites with very high read depths (relative to the distribution of read depth)"]},{"i":"minor-allele-frequency-maf","l":"minor allele frequency (MAF)","p":["It's usually advisable to set a minor allele frequency threshold with which to remove sites below that threshold. The reasoning is that if a MAF is too low, it might be because of incorrectly called genotypes in a very small handful of individuals (e.g. one or two)."]},{"i":"missing-data-f_missing","l":"missing data (F_MISSING)","p":["Missing data is, frankly, not terribly useful. The amount of missing data you're willing to tolerate will depend on your study, but it's common to remove sites with >20% missing data (e.g."]}]] \ No newline at end of file +[[{"i":"#","p":["Using Harpy to process your haplotagged data"]},{"l":"Home","p":["Harpy is a haplotagging data processing pipeline for Linux-based systems. It uses all the magic of Snakemake under the hood to handle the worklfow decision-making, but as a user, you just interact with it like a normal command-line"]},{"l":"Harpy Modules","p":["Harpy is modular, meaning you can use different parts of it independent from each other. Need to only align reads? Great! Only want to call variants? Awesome! All modules are called by"]},{"l":"Using Harpy","p":["You can call harpy without any arguments (or with --help) to print the docstring to your terminal. You can likewise call any of the modules without arguments or with --help to see their usage (e.g."]},{"l":"Typical Linked-Read Workflows","p":["Depending on your project goals, you may want any combination of SNPs, structural variants (inversions, deletions, duplications), or phased haplotypes. Below is a flow chart outlining a general workflow of linked-read data."]}],[{"l":"Install"},{"l":"Install Harpy","p":["Harpy is hosted on Bioconda! That means to install it, you just need to have conda(or mamba) on your Linux-based system and install it with a simple command. You can install Harpy into an existing environment or create a new one for it (recommended)."]},{"l":"install into a new environment"},{"i":"recommended","l":"✨recommended✨","p":["The code snippet below creates a new environment called harpy(the -n harpy part) and installs harpy into it from the bioconda channel (-c bioconda part). You can name this environment anything (e.g."]},{"l":"install into an existing evironment","p":["If you want to install harpy into an existing environment, then with an environment already activated (via conda activate env_name) simply use the conda install command and harpy"]},{"l":"Update Harpy","p":["If you want to update Harpy, the process is quite similar:"]}],[{"i":"#","p":["Align haplotagged sequences"]},{"l":"Align Sequences to a Genome","p":["After your sequences (in FASTQ format) have been checked for quality, you will need to align them to a reference genome before you can call variants. Harpy offers several aligners for this purpose:"]}],[{"i":"#","p":["Align haplotagged sequences with BWA MEM"]},{"l":"Map Reads onto a genome with BWA MEM","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Molecule distance","p":["The --molecule-distance option is used during the BWA alignment workflow to assign alignments a unique Molecular Identifier MI:i tag based on their haplotag barcode and the distance threshold you specify. See"]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["Harpy uses samtools markdup to mark putative PCR duplicates. By using the --barcode-tag BX option, it considers the linked-read barcode for more accurate duplicate detection. Duplicate"]},{"l":"BWA workflow"}],[{"i":"#","p":["Align haplotagged sequences with EMA"]},{"l":"Map Reads onto a genome with EMA","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Barcode whitelist","p":["Some linked-read methods (e.g. 10x, Tellseq) require the inclusion of a barcode \"whitelist.\" This file is a simple text file that has one barcode per line so a given software knows what barcodes to expect in your data."]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["EMA marks duplicates in the resulting alignments, however the read with invalid barcodes are aligned separately with BWA. Therefore, Harpy uses samtools markdup to mark putative"]},{"l":"EMA workflow"}],[{"i":"#","p":["Align haplotagged sequences with strobealign"]},{"l":"Map Reads onto a genome with strobealign","p":["Once sequences have been trimmed and passed through other QC filters, they will need to be aligned to a reference genome. This module within Harpy expects filtered reads as input,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Read Length","p":["The strobealign program uses a new strobemer design for aligning and requires its own way of indexing the genome. The index must be configured for the average read length of the sample"]},{"l":"Molecule distance","p":["The --molecule-distance option is used during the BWA alignment workflow to assign alignments a unique Molecular Identifier MI:i tag based on their haplotag barcode and the distance threshold you specify. See"]},{"l":"Quality filtering","p":["The --min-quality argument filters out alignments below a given MQ threshold. The default, 30, keeps alignments that are at least 99.9% likely correctly mapped. Set this value to"]},{"l":"Marking PCR duplicates","p":["Harpy uses samtools markdup to mark putative PCR duplicates. By using the --barcode-tag BX option, it considers the linked-read barcode for more accurate duplicate detection. Duplicate"]},{"l":"Strobealign workflow"}],[{"i":"#","p":["Create a genome assembly from linked reads"]},{"l":"Create a Genome Assembly","p":["If you have single-sample data, you might be interested in a genome assembly. Unlike metagenome assemblies, a classic genome assembly assumes there is exactly one genome present in your sequences and will try to"]},{"l":"Running Options","p":["In addition to the , the module is configured using the command-line arguments below. Since the assembly process consists of several distinct phases, the descriptions are provided with an extra badge to reflect which part of the assembly process they correspond to."]},{"l":"Deconvolved Inputs","p":["For linked-read assemblies, the barcodes need to be deconvolved in the sequence data, meaning that barcodes that are shared by reads that originate from different molecules need to have unique barcode"]},{"l":"Assembly Workflow"}],[{"i":"#","p":["Resolve barcodes shared by different molecules"]},{"l":"Resolve barcodes shared by different molecules","p":["Running is optional. In the alignment workflows (), Harpy already uses a distance-based approach to deconvolve barcodes and assign MI tags (Molecular Identifier), whereas the workflow has the"]},{"l":"Running Options"},{"l":"Resulting Barcodes","p":["After deconvolution, some barcodes may have a hyphenated suffix like -1 or -2(e.g. A01C33B41D93-1). This is how deconvolution methods create unique variants of barcodes to denote that identical barcodes"]},{"l":"Harpy Deconvolution Nuances","p":["Some of the downstream linked-read tools Harpy uses expect linked read barcodes to either look like the 16-base 10X variety or a standard haplotag (AxxCxxBxxDxx). Their pattern-matching would not recognize barcodes deconvoluted with"]}],[{"i":"#","p":["Demultiplex raw sequences into haplotag barcoded samples"]},{"l":"Demultiplex Raw Sequences","p":["When pooling samples and sequencing them in parallel on an Illumina sequencer, you will be given large multiplexed FASTQ files in return. These files contain sequences for all of your samples and need to be demultiplexed using barcodes to"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Haplotag Types"},{"l":"Gen I Demultiplex Workflow"}],[{"i":"#","p":["Impute genotypes for haplotagged data with Harpy"]},{"l":"Impute Genotypes using Sequences","p":["After variants have been called, you may want to impute missing genotypes to get the most from your data. Harpy uses STITCH to impute genotypes, a haplotype-based method that is linked-read aware. Imputing genotypes requires a variant call file"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Extra STITCH parameters","p":["You may add additional parameters to STITCH by way of the--extra-params(or -x) option. Since STITCH is a function in the R language, the parameters you add must be in R syntax (e.g."]},{"l":"Prioritize the vcf file","p":["Sometimes you want to run imputation on all the samples present in the INPUTS, but other times you may want to only impute the samples present in the --vcf file. By default, Harpy assumes you want to use all the samples"]},{"l":"Parameter file","p":["Typically, one runs STITCH multiple times, exploring how results vary with different model parameters (explained in next section). The solution Harpy uses for this is to have the user"]},{"l":"STITCH Parameters"},{"l":"Imputation Workflow"}],[{"i":"#","p":["Create a metagenome assembly from linked reads"]},{"l":"Create a Metagenome Assembly","p":["If you have mixed-sample data, you might be interested in a metagenome assembly, also known as a metassembly. Unlike a single-sample assembly, a metassembly assumes there are multiple genomes present in your sequences and will try to"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Deconvolved Inputs","p":["For linked-read assemblies, the barcodes need to be deconvolved in the sequence data, meaning that barcodes that are shared by reads that originate from different molecules need to have unique barcode"]},{"l":"Metassembly Workflow"}],[{"i":"#","p":["Generate extra files for analysis with Harpy"]},{"l":"Other Harpy modules","p":["On this page you'll find Harpy functions that aren't standalone workflows. These may create ancillary inputs, continue where you left off, view important workflow files, etc."]},{"l":"Other modules"},{"l":"downsample","p":["While downsampling (subsampling) FASTQ and BAM files is relatively simple with tools such as awk, samtools, seqtk, seqkit, etc., Harpy offers the downsample module, which allows you to downsample a BAM file (or paired-end FASTQ)"]},{"l":"arguments"},{"l":"imputeparams","p":["Create a template parameter file for the module. The file is formatted correctly and serves as a starting point for using parameters that make sense for your study."]},{"i":"arguments-1","l":"arguments","p":["Typically, one runs STITCH multiple times, exploring how results vary with different model parameters. The solution Harpy uses for this is to have the user provide a tab-delimited dataframe file where the columns are the 6 STITCH model"]},{"l":"resume","p":["When calling a workflow (e.g. ), Harpy performs various file checks and validations, sets up the Snakemake command, output folder(s), etc. In the event you want to continue a failed or manually terminated workflow without overwriting the workflow files (e.g."]},{"i":"arguments-2","l":"arguments","p":["The DIRECTORY is the output directory of a previous harpy-invoked workflow, which must have the workflow/config.yaml file. For example, if you previously ran harpy align bwa -o align-bwa ..."]},{"l":"popgroup","p":["Creates a sample grouping file for variant calling"]},{"i":"arguments-3","l":"arguments","p":["This optional file is useful if you want SNP variant calling to happen on a per-population level via or on samples pooled-as-populations via ."]},{"l":"view","p":["This convenience command lets you view the latest workflow log file of a Harpy output directory. Use --snakefile or --config to view the workflow snakefile or config.yaml file instead, respectively. Output is printed to the screen via"]},{"i":"arguments-4","l":"arguments"}],[{"i":"#","p":["Phase haplotypes for haplotagged data with Harpy"]},{"l":"Phase SNPs into Haplotypes","p":["You may want to phase your genotypes into haplotypes, as haplotypes tend to be more informative than unphased genotypes (higher polymorphism, captures relationship between genotypes). Phasing"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Prioritize the vcf file","p":["Sometimes you want to run imputation on all the samples present in the INPUTS, but other times you may want to only impute the samples present in the --vcf file. By default, Harpy assumes you want to use all the samples"]},{"l":"Molecule distance","p":["The molecule distance refers to the base-pair distance dilineating separate molecules. In other words, when two alignments on a single contig share the same barcode, how far away from each other are we willing to say they were and still consider them having"]},{"l":"Pruning threshold","p":["The pruning threshold refers to a PHRED-scale value between 0-1 (a percentage) for removing low-confidence SNPs from consideration. With Harpy, you configure this value as an integer"]},{"l":"Phasing Workflow"}],[{"i":"#","p":["Run file format checks on haplotagged FASTQ/BAM files"]},{"l":"Pre-flight checks for input files","p":["Harpy does a lot of stuff with a lot of software and each of these programs expect the incoming data to follow particular formats (plural, unfortunately). These formatting opinions/specifics are at the mercy of the original developers and while there are times when Harpy can (and does)"]},{"l":"When to run"},{"l":"Running Options","p":["In addition to the , the and modules are configured using only command-line input arguments:"]},{"l":"Workflow"}],[{"i":"#","p":["Quality trim haplotagged sequences with Harpy"]},{"l":"Quality Trim Sequences","p":["Raw sequences are not suitable for downstream analyses. They have sequencing adapters, index sequences, regions of poor quality, etc. The first step of any genetic sequence analyses is to remove these adapters and trim poor quality data. You can remove adapters,"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"QC Workflow"}],[{"i":"#","p":["Simulate genomic data"]},{"l":"Simulate Genomic Data","p":["You may be interested in benchmarking variant detection or maybe just trying out haplotagging data without any financial commitment-- that's where simulations come in handy."]},{"l":"Simulate Genomic Variants","p":["Harpy lets you simulate genomic variants via for different variant types such as single nucleotide polymorphisms (SNP), indels, inversions, copy number variants (CNV), and translocations. All you need is to provide a genome to simulate"]},{"l":"Simulate Haplotag Linked-Reads","p":["You can also simulate haplotag-style linked reads from an existing genome using . Harpy incorporates LRSIM to generate linked reads from a diploid genomic. If you only have a haploid genome, then you can create a diploid genome by simulating variants into it with"]}],[{"i":"#","p":["Simulate linked reads from a genome"]},{"l":"Simulate Linked Reads","p":["Simulate linked reads from a genome"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Mutation Rate","p":["The read simulation is two-part: first dwgsim generates forward and reverse FASTQ files from the provided genome haplotypes( HAP1_GENOME and HAP2_GENOME), then LRSIM takes over and creates linked-reads from that. The"]},{"l":"Simulating a single sample","p":["If you intend to simulate a \"single individual\" (i.e. use this module once), then you might want no additonal SNPs beyond the variants you may have already introduced into the genome and set"]},{"l":"Simulating multiple samples","p":["If you intend on simulating \"multiple individuals\" (i.e. use this module multiple times on the same genome haplotypes), it may make sense to set this value larger than 0 so there is some \"natural\" variation between your simulated individuals."]},{"l":"Partitions","p":["TL;DR: 10X partitions ≈ haplotag beads"]},{"l":"Barcodes","p":["Barcodes, if provided, must be given as nucleotide sequences, one per line. If not provided, Harpy will generate the standard set of 96^4 haplotagging barcodes (24bp) used by Meier et al."]},{"l":"Haplotagging conversion","p":["Harpy will convert (demultiplex) the simulated linked-reads into proper haplotagging ACBD format by matching the first X number of nucleotides from the start of the forward read to the barcode list. The provided barcodes will all be assigned a"]},{"l":"Choosing parameters","p":["LRSIM does internal calculations to determine the number of reads per molecule based on --read-pairs,--partitions, and --molecules-per. Understanding how these parameters affect the resulting sequences"]},{"l":"Parameter calculator","p":["Use the calculator provided below to help you make informed decisions for these parameters:"]},{"l":"Simulate Linkedreads Workflow"}],[{"i":"#","p":["Simulate snps, indels, inversions, cnv, translocations"]},{"l":"Simulate Genomic Variants","p":["Simulate snps, indels, inversions, cnv, translocations"]},{"l":"Modules","p":["There are 4 submodules with very obvious names:"]},{"l":"Running Options","p":["While there are serveral differences between individual workflow options, each has available all the like other Harpy modules. Each requires and input genome at the end of the command line, and each requires either a"]},{"l":"Simulate known variants","p":["Rather than simulating random variants, you can use a VCF file as input to any of the workflows to have simuG simulate the variants (of that type) from the VCF file. This becomes particularly"]},{"l":"Heterozygosity","p":["Each workflow has a --heterozygosity parameter where you can specify the heterozygosity of the simulated variants, which creates two new VCF files ({prefix}.hap1.vcf,{prefix}.hap2.vcf"]},{"l":"Variant Simulation Workflow"}],[{"i":"#","p":["Call SNPs and small indels"]},{"l":"Call SNPs and small indels","p":["After reads have been aligned, e.g., with , you can use those alignment files(.bam) to call variants in your data. Harpy can call SNPs and small indels using bcftools mpileup or with"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"ploidy","p":["If you are calling haploid or diploid samples, using either mpileup or freebayes will be comparable. However, if you need to call SNPs in polyploids (ploidy >2), then you will need to use"]},{"l":"regions","p":["The --regions(-r) option lets you specify the genomic regions you want to call variants on. Keep in mind that mpileup uses 1-based positions for genomic intervals, whereas freebayes"]},{"l":"populations","p":["Grouping samples changes the way the variant callers computes certain statistics when calling variants. If you have reason to believe there is a biologically meaningful grouping scheme to your samples, then you should include"]},{"l":"SNP calling workflow"}],[{"i":"#","p":["Find structural variants"]},{"l":"Find structural variants","p":["The module identifies single nucleotide polymorphisms (SNP) and small indels, but you may want to (and should!) leverage the linked-read data to identify larger structural variants (SV) like large deletions, duplications, and"]},{"l":"Caveats"},{"l":"NAIBR","p":["While our testing shows that NAIBR tends to find known inversions that LEVIATHAN misses, the program requires haplotype phased bam files as input. That means the alignments have a"]},{"l":"LEVIATHAN","p":["LEVIATHAN relies on split-read information in the sequence alignments to call variants. The EMA aligner does not report split read alignments, instead it reports secondary alignments."]}],[{"i":"#","p":["Call structural variants using Leviathan"]},{"l":"Call Structural Variants using LEVIATHAN","p":["(like indels, insertions, duplications, breakends)"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Single-sample variant calling","p":["When not using a population grouping file via --populations, variants will be called per-sample. Due to the nature of structural variant VCF files, there isn't an entirely fool-proof way"]},{"l":"Pooled-sample variant calling","p":["With the inclusion of a population grouping file via --populations, Harpy will merge the bam files of all samples within a population and call variants on these alignment pools. Preliminary work shows that this way identifies more variants and with fewer false"]},{"l":"LEVIATHAN workflow"}],[{"i":"#","p":["Call structural variants using NAIBR (plus)"]},{"l":"Call Structural Variants using NAIBR","p":["(like indels, insertions, duplications)"]},{"l":"Running Options","p":["In addition to the , the module is configured using these command-line arguments:"]},{"l":"Molecule distance","p":["The --molecule-distance option is used to let the program determine how far apart alignments on a contig with the same barcode can be from each other and still considered as originating from the same DNA molecule. See"]},{"l":"Single-sample variant calling","p":["When not using a population grouping file via --populations, variants will be called per-sample. Due to the nature of structural variant VCF files, there isn't an entirely fool-proof way"]},{"l":"Pooled-sample variant calling","p":["With the inclusion of a population grouping file via --populations, Harpy will merge the bam files of all samples within a population and call variants on these alignment pools. Preliminary work shows that this way identifies more variants and with fewer false"]},{"l":"Optional vcf file","p":["In order to get the best variant calling performance out of NAIBR, it requires phased bam files as input. Using --vcf is optional and not used by NAIBR directly. However, to use"]},{"i":"a-phased-input---vcf","l":"a phased input --vcf","p":["This file can be in vcf/vcf.gz/bcf format and most importantly it must be phased haplotypes. There are various ways to haplotype SNPs, but you can use to phase your SNPs into haplotypes using the haplotag barcode information. The resulting phased VCF file can then be used as input here."]},{"l":"NAIBR workflow"}],[{"l":"Haplotag data"},{"i":"what-is-haplotagging","l":"What is haplotagging?","p":["Linked-read sequencing exists to combine the throughput and accuracy of short-read sequencing with the long range haplotype information of long-read sequencing. Haplotagging is an implementation of linked-read sequencing developed by"]},{"l":"Data Format"},{"l":"Barcodes","p":["While barcodes are actually combinatorial bases, in the read headers they are represented with the format AxxCxxBxxDxx, where each barcode segment is denoted as Axx(or Bxx, etc.)."]},{"l":"barcode protocol varieties","p":["If you think haplotagging is as simple as exactly 96^4 unique barcodes, you would only be half-correct. The original haplotagging protocol in Meier et al. is good, but the authors (and others) have been working to improve this linked-read technology to improve"]},{"l":"where the barcodes go","p":["Chromium 10X linked-reads use a format where the barcode is the leading 16 bases of the forward (R1) read. However, haplotagging data does not use that format and many of the tools"]},{"l":"Read headers","p":["Like mentioned, the haplotag barcode is expected to be stored in the BX:Z: tag in the read header. This information is retained through the various Harpy steps. An example read header could look like:"]},{"l":"Read length","p":["Reads must be at least 30 base pairs in length for alignment. By default, the module removes reads <30bp."]},{"l":"Compression","p":["Harpy generally doesn't require the input sequences to be in gzipped/bgzipped format, but it's good practice to compress your reads anyway. Compressed files are expected to end with the extension"]},{"l":"Naming conventions","p":["Unfortunately, there are many different ways of naming FASTQ files, which makes it difficult to accomodate every wacky iteration currently in circulation. While Harpy tries its best to be flexible, there are limitations."]},{"l":"Barcode thresholds","p":["By the nature of linked read technologies, there will (almost always) be more DNA fragments than unique barcodes for them. As a result, it's common for barcodes to reappear in sequences. Rather than incorrectly assume that all sequences/alignments with the same barcode"]}],[{"l":"Common Harpy Options"},{"l":"Input Arguments","p":["Each of the main Harpy modules (e.g. or ) follows the format of"]},{"l":"Common command-line options","p":["Every Harpy module has a series of configuration parameters. These are arguments you need to input to configure the module to run on your data, such as the directory with the reads/alignments,"]},{"i":"--contigs","l":"--contigs","p":["Some of the workflows (like ) plot per-contig information in their reports. By default, Harpy will plot up to 30 of the largest contigs. If you are only interested in a specific set of contigs, then you can use"]},{"l":"example","p":["You could call and specify 20 threads with no output to console:"]},{"l":"The workflow folder","p":["When you run one of the main Harpy modules, the output directory will contain a workflow folder. This folder is both necessary for the module to run and is very useful to understand what the module did, be it for your own"]},{"l":"The Genome folder","p":["You will notice that many of the workflows will create a Genome folder in the working directory. This folder is to make it easier for Harpy to store the genome and the associated"]}],[{"l":"Troubleshooting","p":["Lots of stuff can go wrong during an analysis. The intent of this page is to guide you through navigating the inevitable errors associated with doing bioinformatics."]},{"l":"Troubleshooting Harpy","p":["Harpy has two steps: first it performs checks and validations, then it runs Snakemake."]},{"l":"checks and validations","p":["First, Harpy takes your command-line inputs and checks/validates the input files and parameters. If your parameters are not the correct type (e.g. a number where there should be a file), the"]},{"l":"snakemake validations","p":["Once all the file validations pass, Harpy passes the baton over to Snakemake. Snakemake builds a workflow graph of the rules and performs its own checks. If you get an error before the workflow starts processing any data (there"]},{"l":"error during a workflow","p":["Sometimes something goes wrong with one of the steps in a workflow. If/when that happens, Harpy will print the offending step and all the information Snakemake has regarding the failure. If the step had a log file, it will"]},{"l":"Common Issues"},{"l":"installation issue","p":["Conda is an awesome package manager, but was slow and used a ton of memory as dependencies increased. Recent ( 23.10+) versions of Conda now use the libmamba solver, the super-fast and super-lightweight solver from Mamba. If you're experiencing"]},{"l":"imputation or phasing failure","p":["If you use bamutils clipOverlap on alignments that are used for the or modules, they will cause both programs to error. We don't know why, but they do."]},{"l":"SAM name and ID mismatch","p":["Aligning a sample to a genome via Harpy will insert the sample name (based on the file name) into the alignment header (the @RG ID:name SM:name tag). It likewise expects, through various steps,"]}],[{"l":"Snakamake Things"},{"l":"Workflow logs","p":["Barring a few exceptions, most of Harpy's options are Snakemake workflows. This means we are all at the mercy of how Snakemake operates, which includes the .snakemake/ folder in your project directory. That folder contains"]},{"l":"Adding Snakemake Parameters","p":["Harpy relies on Snakemake under the hood to handle file and job dependencies. Most of these details have been abstracted away from the end-user, but most Harpy modules have an optional flag"]},{"l":"Common use cases","p":["You likely wont need to invoke --snakemake very often, if ever. However, here examples of some possible use cases for this parameter."]}],[{"l":"Software used in Harpy","p":["Harpy is the sum of its parts, and out of tremendous respect for the developers involved in the included software, we would like to highlight the tools directly involved in Harpy's many moving pieces."]},{"l":"Standalone Software"},{"l":"Software Packages"}],[{"l":"Utilities","p":["Harpy is the sum of its parts and some of those parts are stand-alone scripts used by the workflows that are accessible from within the Harpy conda environment. This page serves to document those scripts, since using them outside of a workflow"]},{"i":"assign_mipy","l":"assign_mi.py","p":["Assign an MI:i(Molecular Identifier) tag to each barcoded record based on a molecular distance cutoff. Input file must be coordinate sorted. This is similar to deconvolve_alignments.py"]},{"i":"bx_statspy","l":"bx_stats.py","p":["Calculates various linked-read molecule metrics from the (coordinate-sorted) input alignment file. Metrics include (per molecule):"]},{"i":"check_bampy","l":"check_bam.py","p":["Parses an aligment file to check:"]},{"i":"check_fastqpy","l":"check_fastq.py","p":["Parses a FASTQ file to check if any sequences don't conform to the SAM spec, whether BX:Z: is the last tag in the record, and the counts of:"]},{"i":"concatenate_bampy","l":"concatenate_bam.py","p":["Concatenate records from haplotagged SAM/BAM files while making sure MI tags remain unique for every sample. This is a means of accomplishing the same as samtools cat, except all"]},{"i":"count_bxpy","l":"count_bx.py","p":["Parses a FASTQ file to count:"]},{"i":"deconvolve_alignmentspy","l":"deconvolve_alignments.py","p":["Deconvolve BX-tagged barcodes and assign an MI(Molecular Identifier) tag to each barcoded record based on a molecular distance cutoff. Input file must be coordinate sorted. This is similar to"]},{"i":"depth_windowspy","l":"depth_windows.py","p":["Reads the output of samtools depth -a from stdin and calculates means within windows of a given windowsize."]},{"i":"haplotag_acbdpy","l":"haplotag_acbd.py","p":["Generates the BC_{ABCD}.txt files necessary to demultiplex Gen I haplotag barcodes into the specified output_directory."]},{"i":"infer_svpy","l":"infer_sv.py","p":["Create column in NAIBR bedpe output inferring the SV type from the orientation. Removes variants with FAIL flags and you can use the optional -f(--fail) argument to output FAIL variants to a separate file."]},{"i":"inline_to_haplotagpy","l":"inline_to_haplotag.py","p":["Converts inline nucleotide barcodes in reads to haplotag linked reads with barcodes in BX:Z and OX:Z header tags."]},{"i":"make_windowspy","l":"make_windows.py","p":["Create a BED file of fixed intervals (-w, -- window) from a FASTA or fai file (the kind generated with samtools faidx). Nearly identical to bedtools makewindows, except the intervals are nonoverlapping. The"]},{"i":"molecule_coveragepy","l":"molecule_coverage.py","p":["Using the statsfile generated by bx_stats.py from Harpy, will calculate \"molecular coverage\" across the genome. Molecular coverage is the \"effective\" alignment coverage if you treat a molecule inferred from linked-read data as"]},{"i":"parse_phaseblockspy","l":"parse_phaseblocks.py","p":["Parse a phase block file from HapCut2 to pull out summary information"]},{"l":"rename_bam","p":["Rename a sam/bam file and modify the @RG tag of the alignment file to reflect the change for both ID and SM. This process creates a new file new_name.bam and you may use -d to delete the original file. Requires"]},{"l":"separate_singletons","p":["Isolate singleton and non-singleton linked-read BAM records into separate files. Singletons refers to barcodes that have only one unpaired or paired read, meaning the barcode doesn't"]},{"l":"separate_validbx","p":["Split a BAM file with BX tags into 2 files, one with valid ACBD barcodes ( stdout), one with invalid ACBD barcodes ( stderr)."]}],[{"l":"Blog"}],[{"i":"#","p":["Sorting data by linked-read barcode"]},{"l":"Sort data by barcode","p":["You would think sorting data would be a no-brainer, and in most cases it is. You can use seqtk or seqkit to sort FASTQ/A files by their IDs, samtools to sort SAM/BAM/CRAM files by name or coordinates. However, in the world of linked-read"]},{"l":"Sorting Alignments","p":["Let's start with BAM (or SAM/CRAM) files because the process is much simpler. Since the linked-read barcode is stored in a BX:Z tag (or less often as BC:Z:), we can use a little feature of"]},{"l":"Sorting FASTQ","p":["Sorting FASTQ files by barcode is trickier, only because there aren't (to our knowledge!) any existing convenience methods to do it. Like any bioinformatics puzzle, you could probably solve it with a sophisticated AWK command, but HTSlib tools are so much more"]},{"l":"1. convert FASTQ to SAM","p":["Yep, we're solving our problem by doing a simple file conversion to SAM/BAM. That's the easiest way to do it, surprisingly. FASTQ files can be converted to unmapped BAM files using"]},{"l":"2. sort the SAM by barcode","p":["Exactly like shown above to sort a SAM/BAM file with samtools sort, we're going to do the same on the unmapped SAM file we just created:"]},{"l":"3. convert SAM back to FASTQ","p":["Now that the data have been sorted, we need to convert it back into forward and reverse FASTQ files using samtools fastq. The -T * argument once again preserves all the tags between file formats. The"]},{"l":"as a single pipe","p":["Rather than splitting out these three processess, you can stream/pipe them in a single workflow:"]}],[{"i":"#","p":["A realistic workflow to simulate variants"]},{"l":"Simulating variants","p":["You may want to (and are encouraged to) simulate data before investing in the costs associated with linked-read sample preparation and subsequent sequencing. Harpy provides both a variant and linked-read simulators and this tutorial serves to"]},{"l":"1. Add random inversions","p":["First, we will need to simulate some inversions and set a --heterozygosity value >0 to get a diploid genome as the output. If you wanted to manually create inversions in specific areas or with specific lengths, this would be a good starting point too since"]},{"l":"2. Add snps and indels","p":["Let's say we wanted to simulate SNPs and indels like so:"]},{"i":"3-simulate-known-snps-and-indels-onto-the-diploid-genome-with-inversions","l":"3. Simulate \"known\" snps and indels onto the diploid genome with inversions","p":["We will run Harpy twice, once for each haplotype, using the corresponding VCFs from Step 2:"]},{"l":"5. Simulating linked-reads","p":["Now that you have heterozygous haplotypes created from your starting genome, you can simulate linked-reads from it using harpy simulate linkedreads. A simple implementation of that could look like:"]}],[{"i":"#","p":["Why pool samples for SV calling and when to do it"]},{"l":"Pooling samples for SV calling","p":["One of the cool benefits of linked-read data is the fact that you can call structural variants with it. Depending on the depth of your data, you may want (or need) to pool samples together. This"]},{"l":"Sample depth"},{"i":"depth-explained","l":"Depth, explained","p":["In bioinformatics, the terms \"coverage\" and \"depth\" and often used interchangeably, which is incorrect and leads to confusion. Coverage refers to the proportion of a genome that is sequenced, and"]},{"i":"depth-in-context","l":"Depth, in context","p":["Historically, one would have wanted to sequence fewer individuals at higher depth to get confident genotype calls, rather than sequence more individuals at lower depth. Recent advances in bioinformatics have enabled low-coverage whole genome sequencing"]},{"l":"The problem","p":["It's recommended to have at least 10X-12X depth to get decent structural variant calls(definitely read that in a paper that I would like to link here, but I can't seem to find it). If your data already has a minimum of 10X for each individual, great! Feel free to use"]},{"l":"The solution","p":["One way to get your low-coverage (low depth) data and still call structural variants is to pool samples together, which would effectively boost the depth. By doing this, you will"]},{"l":"Pooling considerations","p":["If pooling samples, you must pool them sensibly and with a biological context to do so. In other words, you don't just pool random samples together to inflate depth. Since haplotag data is just whole genome sequence data plus a little extra information, you should"]}],[{"i":"#","p":["Deciding between using Conda or Containers"]},{"l":"Choosing a software runtime method","p":["There are two ways you can run Harpy, using a container with the necessary software environments in it (the default), or with local conda environments(with the --conda option). If software development and containerization"]},{"i":"tldr","l":"TL;DR"},{"l":"What Harpy Provides","p":["An conda-based installation of Harpy provides only the minimal set of programs Harpy needs to begin a workflow. These include: python 3.12, snakemake-minimal, pandas, and the htslib programs (htslib, samtools, bcftools, tabix)."]},{"l":"How Harpy Provides the Other Stuff","p":["Instead of a monolithic Harpy environment, which would be impossible with the current software dependencies, there are a handful of defined conda environment recipes that Harpy workflows generate. Snakemake will make"]},{"l":"Harpy and Containers","p":["The Harpy team manages a container on Dockerhub called, you guessed it, Harpy, that is synchronously versioned with the Harpy software. In other words, if you're using Harpy v1.4, it will use the container version v1.4. The"]},{"i":"whats-the-catch","l":"What's the Catch?","p":["While local conda enviroments at runtime or containers might seem like foolproof approaches, there are drawbacks."]},{"i":"conda-caveats","l":"Conda Caveats:"},{"i":"conda-caveat-1-inconsistent","l":"⚠️ Conda Caveat 1: Inconsistent","p":["Despite our and conda's best efforts, sometimes programs just don't install correctly on some systems due to unexpected system (or conda) configurations. This results in frustrating errors where jobs fail because software that is"]},{"i":"conda-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Conda Caveat 2: Troubleshooting","p":["To manually troubleshoot many of the tasks Harpy workflows perform, you may need to jump into one of the local conda environments in .snakemake/conda. That itself isn't terrible, but it's an extra step because you will"]},{"l":"Container Caveats"},{"i":"container-caveat-1-speed","l":"\uD83D\uDEA5 Container Caveat 1: Speed","p":["The overhead of Snakemake creating a container instance for a job, then cleaning it up after the job is done is not trivial and can negatively impact runtime."]},{"i":"container-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Container Caveat 2: Troubleshooting","p":["The command Snakemake secretly invokes to run a job in a container is quite lengthy. In most cases that shouldn't matter to you, but when something eventually goes wrong and you need to troubleshoot, it's harder"]}],[{"i":"#","p":["Deciding between using Conda or Containers"]},{"l":"Choosing a software runtime method","p":["There are two ways you can run Harpy, using a container with the necessary software environments in it (the default), or with local conda environments(with the --conda option). If software development and containerization"]},{"i":"tldr","l":"TL;DR"},{"l":"What Harpy Provides","p":["An conda-based installation of Harpy provides only the minimal set of programs Harpy needs to begin a workflow. These include: python 3.12, snakemake-minimal, pandas, and the htslib programs (htslib, samtools, bcftools, tabix)."]},{"l":"How Harpy Provides the Other Stuff","p":["Instead of a monolithic Harpy environment, which would be impossible with the current software dependencies, there are a handful of defined conda environment recipes that Harpy workflows generate. Snakemake will make"]},{"l":"Harpy and Containers","p":["The Harpy team manages a container on Dockerhub called, you guessed it, Harpy, that is synchronously versioned with the Harpy software. In other words, if you're using Harpy v1.4, it will use the container version v1.4. The"]},{"i":"whats-the-catch","l":"What's the Catch?","p":["While local conda enviroments at runtime or containers might seem like foolproof approaches, there are drawbacks."]},{"i":"conda-caveats","l":"Conda Caveats:"},{"i":"conda-caveat-1-inconsistent","l":"⚠️ Conda Caveat 1: Inconsistent","p":["Despite our and conda's best efforts, sometimes programs just don't install correctly on some systems due to unexpected system (or conda) configurations. This results in frustrating errors where jobs fail because software that is"]},{"i":"conda-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Conda Caveat 2: Troubleshooting","p":["To manually troubleshoot many of the tasks Harpy workflows perform, you may need to jump into one of the local conda environments in .snakemake/conda. That itself isn't terrible, but it's an extra step because you will"]},{"l":"Container Caveats"},{"i":"container-caveat-1-speed","l":"\uD83D\uDEA5 Container Caveat 1: Speed","p":["The overhead of Snakemake creating a container instance for a job, then cleaning it up after the job is done is not trivial and can negatively impact runtime."]},{"i":"container-caveat-2-troubleshooting","l":"\uD83D\uDCA3 Container Caveat 2: Troubleshooting","p":["The command Snakemake secretly invokes to run a job in a container is quite lengthy. In most cases that shouldn't matter to you, but when something eventually goes wrong and you need to troubleshoot, it's harder"]}],[{"i":"#","p":["A gentle introduction to the wild world of filtering SNPs"]},{"l":"Filtering Variants","p":["The discussion around filtering SNPs and indels is massive and many researchers go about it differently, each very opinionated as to why their method is the best. As a starting point, have a look at how the authors of"]},{"i":"genotype-quality-qual","l":"genotype quality (QUAL)","p":["You will obviously want higher quality genotype calls to remove false positives. The HTSlib guide suggests at least 50(e.g. -i 'QUAL=50'), but we typically filter much higher at"]},{"i":"read-depth-dp","l":"read depth (DP)","p":["Variant sites with too few reads backing up the genotype might be false positives, although this may not hold true for very low-coverage data. Conversely, a maximum cut off is important because sites with very high read depths (relative to the distribution of read depth)"]},{"i":"minor-allele-frequency-maf","l":"minor allele frequency (MAF)","p":["It's usually advisable to set a minor allele frequency threshold with which to remove sites below that threshold. The reasoning is that if a MAF is too low, it might be because of incorrectly called genotypes in a very small handful of individuals (e.g. one or two)."]},{"i":"missing-data-f_missing","l":"missing data (F_MISSING)","p":["Missing data is, frankly, not terribly useful. The amount of missing data you're willing to tolerate will depend on your study, but it's common to remove sites with >20% missing data (e.g."]}],[{"i":"#","p":["A gentle introduction to the wild world of filtering SNPs"]},{"l":"Filtering Variants","p":["The discussion around filtering SNPs and indels is massive and many researchers go about it differently, each very opinionated as to why their method is the best. As a starting point, have a look at how the authors of"]},{"i":"genotype-quality-qual","l":"genotype quality (QUAL)","p":["You will obviously want higher quality genotype calls to remove false positives. The HTSlib guide suggests at least 50(e.g. -i 'QUAL=50'), but we typically filter much higher at"]},{"i":"read-depth-dp","l":"read depth (DP)","p":["Variant sites with too few reads backing up the genotype might be false positives, although this may not hold true for very low-coverage data. Conversely, a maximum cut off is important because sites with very high read depths (relative to the distribution of read depth)"]},{"i":"minor-allele-frequency-maf","l":"minor allele frequency (MAF)","p":["It's usually advisable to set a minor allele frequency threshold with which to remove sites below that threshold. The reasoning is that if a MAF is too low, it might be because of incorrectly called genotypes in a very small handful of individuals (e.g. one or two)."]},{"i":"missing-data-f_missing","l":"missing data (F_MISSING)","p":["Missing data is, frankly, not terribly useful. The amount of missing data you're willing to tolerate will depend on your study, but it's common to remove sites with >20% missing data (e.g."]}]] \ No newline at end of file diff --git a/sitemap.xml.gz b/sitemap.xml.gz index 0978961c2546700d082a3694cdf42f62559e8963..f96926768437f1227c2f8e54d876d54196076550 100644 GIT binary patch literal 664 zcmV;J0%!dniwFP!000001I(DqZrd;rMfdp%Lwie>>^y8Z&aPjOZn`ljiIxac9F`nO z$=`SUNL!;tkfJw$S9)-09}PJ(ces9f>Fi|CAsTXzNuJJ`&E{WG);6q+nntvtl+{4$%R%j7g?_0n=@FJ_MOWVEA<-U%bwKJ{QSl$M&0;S}%Sh{tX*JQZ~v zIr1zE8~@)=v-JKB1J){UiB(f8RtT=UIfl!)$jVv>Qh`CL^`I?z8Dj`mj=>r!?01&N zm?>)-cb#b8D+Jf=1DeZpzGn?#yGOJ6Rz(cj0*yx8>Ht9l#pW^J?~G*~q*iXD^N=iy z!u#d9T36%-vIAyi;elG~uD5Kw)i2iscwFCTgiW#D*1|`oz9zumvT%&LD=k0`2^|_v z0^^FfI8a|&9a|!nu)QL(=+s_B^BxnW7^a?$HEc8_vn`gNqdv+JA|n^@O5bTlMkXH6 z2fY&)wh(cN!i%)yQ3XgCpqNgzfC6vJ*KMhS^v74oH*7tT1!Xm`>rQLB)ow6>+@Ybt z

;Jyj6S%9Y~;G_z>kzWxR-SnpZsG5HNn7F{h0jTo7_qNAN)V#U*0RRC1{{sNy!E?WG7ytlrL`KR0 literal 635 zcmV->0)+h^iwFP!000001I(D)lA1sehVOj}i+ee#yQ`(_U7lcblN)M)5vClbCo>J` z+o$o6LnWKqRN5-80O`@szv=0}*}a}xJ@2LS3d}x8!Z?^qQ$nRoy$?RWeOkN(ui0$Z zIqfCRDcJaZ&>-4v6b-`=dWEtT)`#Hg$d?UW_~`aw6o;GOx@LQ7u+_h;9F~_g$!4>O zE_Z`$HlL5bG#=?pLz#{7o)*|jwbJ;oR@ih!s32;Dv*&0RjZwFF;jx7(OXGC4NYX{T zdP~;Z^ktjGUnuT&_Zn-R0;lkt(Ldfr->*i1=tl65B!!0hV>s#ZeH>D3&BIed+kyd$ zlvw}&I>q5L6PPj{h1MKMPbm*lBdi7#btOdeA+Obo@o?y=)83&@73L zU%a-{sH~Q!N%DDPC&Yygx+ZmK|iZc}$xx1{QO)df~=vC35a@{D9WU14-DhxHvAn4wY7@BugD|L3udf zARJE}F!`hF)&>sq;+z-4(R4gPzCO1AnyD!;OLxs_E={i-m~oupdFa>;@V$Yt&^@u! z_0#0Kwg*q - + @@ -32,12 +32,12 @@ - + - + - - + +

@@ -58,7 +58,7 @@ Harpy - +
diff --git a/software/index.html b/software/index.html index 0fa7b21c1..69dd44d66 100644 --- a/software/index.html +++ b/software/index.html @@ -4,7 +4,7 @@ - + @@ -32,11 +32,11 @@ - + - + - +
@@ -57,7 +57,7 @@ Harpy - +
diff --git a/static/favicon_dark.png b/static/favicon_dark.png new file mode 100644 index 0000000000000000000000000000000000000000..5f53f05e807f3d4e7e5fdaa33d2f87f5259c0509 GIT binary patch literal 67771 zcmYhicRZZm7d1LMqmCXSMDHbtUNeXm2BY`hyXZX_A|ga@G10pudXG*JMD*T!@5Ft4 zfA4$m{loBi%$&N$R9o4H$oyuH1-?VKGvEX-W3xLw?BG7iM4Kp;Ah zB2-4pCv$J!H`NfHCUtb^U*e~%JC+4fMD(=|l9Nv}#=nt$%~JM(jvGORF@_@l=LyY+ z{Uu>~m4pgL+g;(J@4^>&@drvXXT(Yh?OgmTt-sU^<oMWia}KxYA%BP}O6$Zzca!OrP}t_TD|>A$vRS$w$c zPQ|_uMj%sLR+yV?r=1%fLPp9T)_d!|3hiZAA4#4@97Jz zJyghG7!fdAvHup8{dy&(FU+yG9kLuH3x%%HBtG^u;7mA4>99tVs{lOvKdXa-5-DL+ zSfAh0lGT<2Y{$zh<;RW9Raa9a`JyoF+`KgA`t>##sII1gL&`eu{@XyD|29wnU1MOq#P5}E z?*BJc*<8VVL!S8L$7MC^29|Y=?0-#%{z>*x4wSK{i2QG>|JMQ|DXXAeSc&lydCtd> zGaVzPWhy^sp)Zj>mpss$nr_I?vkHVl;qO*EQ-Ob?J)K-H@V3FMcuRu?fu(BkcK14I z5T{f(kzRMInNy(Syu2dPAI-T7a(e7wFFBZ4HUe5u3&L5w=@vz+^g2lu#=)@QAu&%jf#DzH{puH%&KvY zhAA1&bhPuU$_hW~>P{EK5hV$vDtb@T;LFY?i5;cY9Inc>Umw6W)kH9J;2lp{ty@lP z$nJfBQ=Gz?zwv5z?5wUZEm$4I>v0hqY@?g4lwwkC#yPA+d;7qs% z2gH_&>)rj1iA54Yl{~BjLdD`(+)&aA{dpHd)^^otK{O9)XrhlwI(@Cqaa15B-`pe= zI?+E6z5X&cBqLCjzW4BwX~}5%*M^7DyI0VDQ(TKfZyhTbHbts{oMX-kp+Cfo51YQ^ z4ZSd1h&=c94z+OoRYXU>L~1D(@856IXr$Ud&DcEYOPuLfhkg&T@kiFqKXVcQ!bH}B zGS(`SURm%pKbj8MU2b3PafP z*~O?o&uI&O?0GbLks1mmvs-PP^8`gq5kZ-QmIzin(PMBPn%w#! zJ#Hj0UZz<-R|vY$n}DPjcJxT(H=6sygMPfZhUHNF4;2>2KR2RA2&)<*V9abK)^9&4 z$7MA*?26IjL?RO8-d9NbalDs>Mk#8dKL#E6FY;=}n|p)-i7e}o2jzUbZj?GJdvax1 zYeBb=Lu1a3S5?Cnh40kH*nYvBha?#m_+ZFDyKjG3!u6I0$iy*$wYdMMIb%mo&R*ee z+6z9W9o1o|mTxj=#^n#t1NIk`n0)ptE46}Pugjed-R$#%-?(9pJQyGHViqE?UJAsl z;6LM*K(^X}FJD4nrt&(()LM5+B32u}FAQE0B2on+oF1135%g>KyrxNH77Fbyo*DtM z#{R1&h+j89+ni4eHJF{9wK$#r*HMLP8zJh^~VI2Zhhb0S4vm$BLbEF zRZVuCBkP&VGyNJn`P5^g#Dd>s9RI3#7&tLypxs=?FCW-Yp3QF#YNG3UYmY~KJTD78 zBV`HQXGo$lE|UJDtbqPvx2yn{o8a3JU-2;4@{VSc7$(I#a$E?LQpab3XX30`O4Y2; zK48p6{$7h2F%-d58Kga>{c6x3gcHF}H^p4uaRo?aJTWBb{Z31dT{>f=m{T6as;)uI zXr2;92DI}=k>ew}j{$J3=q^8wNdhh9wY1D56z?UJXscX(pFw;zG^+@4c*Te7cF7tW z#rS{EW^79^j~rf?x$Rp^UeP1JDQ zM_Nke#-Y#!J=2z`LF3B5L8XOXrN&GOw2xbPXDOCytJ1YU?cUGXVjQj|8q>3d;2k&!X^*5%_dOhiC~%~1O$Qh3~=vm`VTy`FW= znS0mxehWuNXeMzxm;_|954QX}txDl$f&xhzJoGu@)qFU?LjCX##A^pO97%8eN>~3q zmbu^(STIyv1fpbytZw8!9~68R5N^I5o9h%vSV@yfWv*L=Nh^IN$J&L!Uk)JlbrJD4 zxYD0dfTDx8^sk|4phbTeeC=S0*3URJRRBW;et@BFB2Oa!;d15<3MD!hojr>Yu`5+` zG!*j*pj`H>3_3%{rq=@(ArFJDz6VBOP8ho|3*oj4S_#s-bERxSKAF^Pr+k$4CCsAI zYA0SpS&i}w`Rnc2Dor<;JR4W?j0`Fc{fwu*o+0ThR$+R)zn2~=BGb!I@SA{+#>jKe@J6#KC~d}7LpoF1V337FR;`Vv9 z2k5UgMZrewX0v1fAEoEC(b4);1f^C1m?cK2gt*R9_FQub>!N%fk^>O$HONWTvdgZzp0H zF}euB9|n`DPbTDs{{7u~#VXUc9^>dI9U&Q30RClye7VcB%gb7I0x$NzJu}%q&sKPm z@eyM24{ekzm~td{+iaU{-L!Xjm`hMUuaviOgXk!A&y}SshGl^%>O!Y(VQ)Gsd zB8@)!=*5jqOeCdC{@ABQ`9;WwNCd--0D5K3;Dek|B$ix7Vj7tNMG{8{^?IWC&v2wPro)SWbMSB z8}j5A*+zW6{~>+x^fkKdm;#E=i_f*uMLT#IXAcGCk)vlSD1QY71cQFCj4zhQbE*5v ze4%)?CNKT8bL)p8*f3pTh_G?;Y_Y*|x;dEknmFEJB;O=czg`=5`UF&oD?wD6g3=eU zKnQ_jm72lTD^!)2pMlB>HWP~?Pn2tS%1!3Iv-vh~-oZ7rk0{=!2v*|dJJFXYNu-6Q zfK=RR6!0W4x`R=Q!j}v|Ocd`~J1ySNru()tLVOd3@B*Ym{a@J|clSkb)r|zw=UtRi zrEFeX#x@W>&+d3mW!RuduM{g)Pe4}?7q+C2txx3i6CGuE=&f~HAMqy^Do+TaC0hSp z3$d>w$gC=9$shP0<=xF1@0t)kfOW20cCl?;z<;LZy=)re!V&Dy5F3FHs|neH85EIo z3UKo=E#$?;TZ?Y=xAFV+?`#BtTbNX>i6HcXgfNlo+}O72N?jl!`$W_Zfrn^HAf-HJ=A71Ii2;Ugj^+EiPz%t z;*ym}?}I;|AyNUl5WR(4Vey5J=Jsf&qqriR4mtJSea?F>)@XL|iCHk&N5w>i$65h& z);W4H0F*Dyt16m~ieTYEFCr+Z|7hGTRHv%3&|4*4yhOPrfQ2+lVUFwZqEazS6X^a7 z%i0IZsu(en^LiKN$Q_rD^&>IedHvxE+Uo^~t@+VQ>g$Xs1beFP@=0^521j9iTqt5i z)$xoYmh?pD>9eWdlwNH~2*pIKV$XlhAXS3K4U{_QS{fC6lJB=LG)(|9+SSz!W^np( zeIxeuuSynho16=ds7Q=GPE(BmqnCG3ZV^l^{`t-P zI`UBIXPzDEV-}%vZIBrzW$X@Ag~Bbz2UJx7n8V*`I~&7m7gPOtM$@QQ8hR|icK(yk zRhXM%X&5M(o>$ydqN}7cn>w7*zWc6M0E=18yikLN&SWXgv&1m`w4If{N_%Dj7Mb?K z1G)ygNi2wcp|cx)sT$H|+WV5(U1Z=H*)s|Z0vHQP2n zw_bh0iWud_fIgO}J&eb?dIBO6nK!tTGF@be1$>W{M}_+3cNGxS{22J~i=n9&rzdoU zpx@yH$%~PrQG$^ZAI()rS-yomgM8rPChYfmVw2I+lV^t)5%4b@#M}^P@#nY#jShL@ z=wtedfs_^ngp!@+ahhplcE+IXD{a<1A#~>k{+K|AtnOm8`?==15YX;LRnP|*tR)Y z)-nG4ZNJ`js%D2G?0h0|`@vKz5b`P5oaycDB$@D3s_Y&!v7z~xK*{5@z?|MRy;HxU zD;VgIV|skS;enDi-81Ue>5Vf@_Mxr>L-|WkxD3x^wldn-!uNv1Z&kOz9z(Br^GWG% zD8Am7W2>Ya*EGF6HwIPDoiQV;1Nb4MS3q{o!Cx8(Y^z`+8F-@VrCC6O5wc#k%98;0 z<5At_Me~XvBKy8$7@d~4>lPFA% zkDazx_i$D`8^5sgXLarmXRWZR69oSxXY*QDD zs@KSy2Ki76!(LeI=v7-W0((nu+?y1A^5bP-My0PvY!H_#3}}mWIOfa8@ymZ-n{(E~ zqgNDEFk%l$6@aK7Af7a#oXWVj^6lc=N7p>>o}Vd2U(s;K!0c~E@5?g}^m zzS7oyj)b+OExaPF_YG49mviWQW6f8VKWznZl4~mds#48@Xs_}|I71Zv9$IbN8Zs!r=hj0UTGY)~j&;F9u zqzuvM)MF8g+WkhY(#gez@XkX=jvK#G6`X=<6E$_0>2@oqzi0CqL4R^&b4!51JLE;p zRPPQ{4PBC5YK~**nm$tOdxs{PC}i4*gq?_144cJ$KK!ag-A@!v%wLgGY?~GTaLbzdys#{at;5c4hdt1lvoEFd%Kz@{F9a>TSP?deB)ND9HX)^1HFv&CJAPSY%DMzj7 zwGGqRuSG>08R0IPE#gGYaZ&Tc4K}%jjd2}Oq7J9gWnF3YdBp(q#QIq7zl-)>Z4fzU@L6abta1*&kb7xnsYfqLjiR(aC;{4TL!IS_x3#_K>T z>5{p(eOxeK9in~8q_&=w*_=?a#CNRVF4n!l} zi)X;Wi4ge5Y{5VU6w$)2S%O{TaTD$SO~-;@$q#k?g-UnzBUv(ajHs`DSI&+&*9Cais z;Y~}9`Rny(ZFQ30*oBywE(VYIc3DeK6YA44Sf8=C)u*6Tj8x18)b9!-6H@aO|IAfL zf7lfs=>49KSb4R$vdg{HGpc06v<=j&ul&4AltZ5c-Q@cao63x&hdL;?R03sS-q>}p z_7Y`|5v^&yb=-)5bP=`2_TVW9!`^YA6<9c!B6LhZ-@2Lo9}GkI@2Nz_ zwr)u4y?&DMlZ&#vgSkR7=r zB5Qr~D|cU~k$@f?{W={~+}G*YYoSp*U133|BntVFJPp;4_4Ntt-Eey^dj{}4pR?ma zYtnxv&W)sESAJ&;sAL&`$gLO-LBWS|WK1fcFVaa8xpXC*U^W-Kg`j;iOj3S2hG3BA z*#le04w-G-%4T~>Hdcrt2@INd)8mG^G!K$o6OHGEpPw`@sJPIeyLizkV87XJs;o3u z`@~%0$*ytSOF`5kOJ{hZO8RMZy^5tij=`4QUAczVOnpLeyeiKCCV@eB@p(osLvkL# zvWf!kU%28tXs}@F^?sqOqKV)L{^eD}8Zd7;U5!oy0lf-5OCVZX2L&MkUu2d=4t%jE zZ-@(JHRY$(uZgw^hRC(cmU>(3ls3^pCzw@t`NLVz>ifK?&0qlik5|QLhZC0KB+Sf*e|{ zHO~>zRnju;MPybykjDmqnfEKqlWyER8~WwfgqF>hMrOn{9=UPpJlKTXbpV=@>Q6< zS6pW)x82MScg;lE6kxf*=HNw78Z?+jY<79a(1}(#!QtMV#;Pbb(mwf(;;!-hBpDnAC08;u-M3B8?Y>2}!r zTwy?5g7JpQ0MLLbjx~|FBq%2Qaji*Xx?(rubQi0y114qAbJ-J^;l=62ZAeG+1xsl4 zZ*P-DOV&6~pqnkI!+-Br^uu<}Qzt9!V3)KTsM#E&ukZ1qhWIXT-}D^T18b}pX|KWZ z6)edSEnegSEV0I3fb;As$QZy+0&6!F6&0U%SqI?9XrY@KU=I-Wj%eI#*4Apz?L9L< z)@6#BA_00K#Rt%WT)vmwt~2OiTQm-#QWWF@{ZA&N(_?5Wb^OK{*&DmOh+us7SU>=M7N#G6Y!w1j&k!X&)nD~*?KP3#AcYal~9qSCeS>U8f*cDK$yB!CQ*pwWPpku z!@BqLJjJ7c7h_ledZ_?Wqt?1fP6s|sSF}aZM#|nt)>QDf*_A3bn@UC)stBmS31JbD zh%obCY?SF*o+<_HLP%^D0Hr^6CaDz`M&Kr6!X(}r{)wmXPz7Y z4Z=#7q3vvsF4U_ji*QcB|MP#n0D#s5j$L7tR^xd)oivypjA!ZqkPcxre)+qUcO_GK zIPu*T42a(rtlx5Q7$`EIgA$pMA$Sw1en6KzzLB(_Sr(|euu&S z_Rjc|qUOcFIRVfnkZ;(*Tz*%2z@3V6gb7mcEFYvH3etj3jBMa$S|PiLOrv%w5hXH{ zjdLidB8JZkKg5kNGh%*}gXmCWyLJ>LWuzPSE-T0}s}>E8V8y%B$ZO$g$R!r=7dCGT zgRnsHm^EZg#-CZ=*gM##3c$>Zz`zhef2Nm7_`b1RgiL>+pw`^;+g)DvAydSkNNuPH zKl)0a$XxU7w-+A7&v*0hW{~>{0BJ0u=AHz zrH#FbcxKaXNIG3UK_LId#IOU}Yglz}r^9=sA_)kaQBnDU|gti!#Br;YcJ>1NZHZ1P6) zrmGI>4CctDi~Cy`KM0S!Nk^e4P)_-?PV^bCJvU}mhZj)nYmMc}bE^(_ zF@etY6|EiyIPK5zKo8`uP-ry$Tid7VUNv;a>RZf^Q&#ZRLdCv8&Y4E;_fn6grO4+J zYN0~rmU`V!VJH(HNw4x@`>z%Map2C9C&Ou+&1Qc-2Z?|hE-o%Eb4EQ!tuXz>LYRv7 z-VuXNqyjFYrA$7clNB<7Lu0b54|OM$FNP*DvZ{RB$8p_hY z<0>TRw=FWyyGJnSkkMR@2K8TA_^WWGTXuB^0A}QY_czbsT%*M1K4o}I4YyO!GwH>x z2gy(Sl)^t_YQbyspcUPK4Lyt*!kP4ccbQ}!Co)2<=G|aiQ&79~Wut1ZQpX%uyulCm z?|V|Q|FRH8ct~N3hv#W^d}*?695_^)>}M|~`934fvtuRhrdwa30F)v%WX8w=EJs+g z|EP|U_I^Ar|1OJ&W{v*0CK~cWoQwUia)^S!WbE(V-{e}~z#!s+>K~jg|K<~FeJ>v- z|MtEKU11NEdo8bTP13qw|!cvv=VoMMhLKhclB(;=1-&oh= zyO6AW1z=9Q9!e7yBr)R43409AKf02^F-plstLwQo6W7VGaxkAI;TkFT3t8S7(Z)9F9!bjV276j-ckTH8=ggiaDKOx5)|_2NnVb!-qH-N z)cP*Iwz%?y-9H88j(B3oBmwDVeN2D8l6SInas0TgZX{`;)>;ckP=jyvc0e&*U4+M; z4l2QW9I#BRR$8$0HVr5b&}C~PL;XD0t&gazukkIT=hG{gTbq! zsXB(!FE0z5P7+5j&ODyK)ug;`5_*txaBz6u6%^3qer@&fuw zMV*tHt1m=9bTc~^;Iy+nl2?XU%W`szsx`%D07^wn4Wm79%1w59dwJ!9n$4OI{R6{^ zN713dTcYo9?sT1Y_L8kmCErt$)7rM|-etX?-DpumuX|V3FkLdxB>!+w{kQSQ^);6P zZ4*_P8hzx$8<4t#{lgM~8I^=a!yQ33fIWtS#+&xe5Ku|pVo<>M6pbCYU1{D?kbM%+ zn>qzRDih@Hw{mx(Vz90Fv-UN&S(Lc_*2`)%H2gSLv&dTKTbvMS_F)XA^_)ECNnhoI zdVvcJEd6A`hp%uwRJx)SJnhg+PGH-WQEDg}$vCv9x(CxA^wC}9@Pf0c2)c3rX+WzV z;7_sGT+h%`sCk=?!;n~$aj_3;EGUuW!SrN&!LFv{u4W& zwEW)a0bYHi*qe!1(%&CBjU_LgxRed(xoXwpmmZsfjiAQHseh3Cv-xVPz zzm;8^pf^%>FvZLGm<>?;?$Q6eh-_)TM}t=!e0BQ zq?;i0=`nMl@>8_Gove;s;Us~j#oCURGh(h%#7t%Mx|!AxNfeg0l>YUi?Cz4ZV^5v= z4*CPYaHSqZAq$={do@B!{^AX(1O1{a4Qj}9vX&sX+2&v`n%5%aTsaS`S~3|Z)7m>N zV8h9VU`XC1}Yz5RxT^-ZYofxsrd+Ba& zOm$g1&wEAu$jXlnN#aua&TV^bU8WFfo{2;-B`#5Sru4BqVT!N52;2fJC9U$l=bfD9 zG3{aRziioEy>d%}UQ> z81|5>`^|B|LVXUs-LF1?MdfA)IJpPdVik{anWL_ttH#@*_RRCNjtzh@vvGNRpsTE) z@0@e{uBi110bxfH4j7DK)rt0$s`DVcF9~>OB1piu{;cZ5uKW0VqaOfVBEZgOm-;pU z!&$xmu?vcUjh-^Jjx0yewm^@>3yp31TtY-kVH zF>Qi4sSuFk+eB7^7^)w$uA{YS1ZptKR^A?jUbxKYc_73C0WpBp@#4u zK&HV27qu6J+!XW#s97&P$QOf&!t*vuHk)({I&oEkpIG1yNT1>=vA=+N>9bbL zzKuqAT6XaFxXRUwCE2}%KLo;>M@!RWraFFXAEF4lWzBhnq|y8QC%#OYs4c3>x(-CI-u zkV?83#RpzkyMG7wEtdU$inm7k(ZO^K^d@8l9XokP{r&=QH<+-lojQaIYxyV|oKgUF zHcL?-)}Yg1)Ql>JkRVsRL&x7QPmOb)IKC{w1qL&SIsX#o_*whKt%}d{u#3xr-2uZNuH0j&Rh$`qChbZtNb%`Shx zlGq)pAp610KWV7l^8n)X^|m(k!jC*;yR4ZOvAB)e&9M{5Z(m>kvD(Yc(EEIe{nKtg=$Q$0N((it-vGUE+~u#9=rhZ!qdI0UP9A!s zyBplaW~lb&2i7OrshMRgr505(69R@zz5ua^<=HTMN5Fb^cJQmc<^0uE3qlg{$s?@! zz(Pb8zL5L7LfrlzPsWoweed3-d~DYz(|1jqZI)m^hLD!zCY+qrsis zAf0y@1u!Xb$ow3zV|F9y9p39R9-(Erx}G+tBhd4Sd^_-+jk3Y1 z&Vb!_KvSDAcon>?SAmzU|?zE+{;KJyshn`n+E1uOdl8 zioiYTv*g^hPm&}|lIwy!t^F?Qz^vlc2vPfRU4uty zWJ;mdVhM3$Qy@-Y$~2&s+~ZEK)mHVD?IH0XuH)%|BB}A{w}1svl$Y4NW$~A}u~xo- zv0-HR>xQDVWHfe3=Z6^aK;fA1DX*B7 z%gJt`PlDZw>*@0nW}SHv8!`C{mp}CRgq0?fm!g%IR1{5JQu81m{ItjA7Wa+EgWskN71x|_Qi7dU%hqO*PN!suJanx4notubprG-z^Xl&al)dkP7P2Uc91Q`W2*sPTHei zsJQnD8JS5=IN9FRqY=9zoKnp(k=dY#&G%*gSn-ODaRvWB>!sm=g`A9yRY@d!K0}5o zSyV>Y*`rF)J!k|#;&W8uJG=d`92y_>#+EtjZw{E1#G}R_NZX=UZBc;OEMNV=;8@}@ z=i^1CJhL%>xVaFe?UW9?R9XER5}*-E)y9XuMl7cF5WjeuMPAEAt-;}frhf54wGuky ze?ON3*nRw8gy&FmrAdA>)I3(?u^}Lae;ak1XvJ`hInn>6EFq~&S4cN-$r`=wDzn)9?-0?>>q_%1!ftbn!YOaPKU4vZv zX*`0lv##(;O}A$!Z7|ii*W&=G;$u)Q+k>jKRP5xxY_0)r4)67!A+SjAH5seTRKGHUm4L~D9hdWzql{GAO7(f z3AoNNBLYcdIy(;rqn>_G3vIez2w0NYzJ(YGw#<<3Z30aiCph<8V=g#r-YiaCsw+*9 zJ?g$u#Lr=|MK`+XLhhSvk14}k=gF=UhK6AEZ@`PfoBg=R{Cq{GJW|(p-a$Hh$P_B? z9PCB4PeZ7|mk@Z)-@kuRFL-ubwVw$t0!{@Xf299rS!yCh`|L5OTf%84azIp|&PH_+ zMt*}0TI|M>r3>M#bg{qdVJK}4veeBwv&58QLq5cO3KXc$YcKSBai4P4;B9#Udtl#6 z?fDvydr~wnJW4$1sPHfcWHSqJ08YE{Eg|~VXt0z2UCt}Q&#dHs4m-DQ8Vd_)4EB&& z{Iw5M?Qe1dwHRdrdLNKfgNfhsfEt?SHh@y6;gHAKfm^@3lw~}af$m|Yjzlxwf_z@& zax&=yyTfelNbGr6Ghmw_ z!wI;>1JQ0J_dk+NTZiseI%YhzT$ky8i&vpFDu(LFF95z@)bhKu10cbVq2B!jBmSdz z>_~CZ6+70yGG_+z=W-5XQL^VBLR!eIUHv-{mA zSe-V;7)>TVx$B_B3fB2v4p`O-8wt!gt26EN+bUeh6Owp+7xq}JxD9^v9BRFQoqsaB z76pm*)a^X4FU&1IE(9D#R{q@6vq$ZbJ=?ElTZy1Q(U*#I%V+=PW?~i)I^8mwXYrzh zyri;q0d56pg1vn}jTj&2J5ozZ;6?eWOn&NhdEIQpb#~AC6}^d&|9L%Dd?wjxV9`AG zRxk6L)H63`mCvNwd1c3+tDp6Hlqk+l{`mt~F?c6sVwsW^HB0EKv(jde~+Notf$4M(ut(@XDx8~e2IiVBsxev?B zFHnwdMho|3$X;G`S8UI=tz2$AlImoqzFl9AUa^tZdnss2&U%}e^kWUb1?*64Up5?w ze!PPiphGbn?t?I&)&xKGln#YB8oKx1xik`lvw|58&DcumtJ_Zpa!r!P)tHD$Mgmo< zRnqB>1FB`M)`Me=#wJ8uc|#Zm_KLT=i+xShM59YSaghRUQf_}LCJu%7uq%xR$MGSA zo88}N>?+fuVR8L|X*WQwueQ_mLW|oJ!rlY0{s(ParWL*$`8wH+8NRS@uS7| z;b1JNC%y@E=q%~@%FXYJiO4Kvlr|+B3OmV|!CuiFOs(etgB;?ke-E7f_f; zx%8-^9BhQQ>B#{{KPiZo8bXq!a{=MgjI&xfU4F8G7SKr$zWy<$UUMaK`J)U%o@d<` zN4&_Q=&e_y7g3ehE#97yEB7dotH~={vI9XD&0TD>d{-19oF7HYsy>h(vHGq{1N4Oq zx)t0IFM(Y$7(Qzyr=vs!e-EJXLKI>4)W5Nl)w;;!EgVa0z)X`lOoL7YxW#N*M5s_W zWlA|$xa`1H=?JoAfB=Va4Q@P8Bg)Elan&XTC3Y@1Q0*7+x|d}z*V3h}r#};v0cfI8 zqAlBq-zO<1s0VKNT&%)>|4ZeLL2dkv{qK&ev#~0!xko+mbv{wom^dgTX0k=>S#R`2 zXY-v#?wrJ3=zF6v#@`{|E|tt%BxSH2KNJFD>`YX&Wpp-Z(Xi3;qH6J$>*#=PHTu(6 zl@7;Yz>FZwtMSGN{(!@GCqYJ9ZF}mmm>|Y|9|4jAi)JU_Xd8KKhDklfyAra4N%csy zLR0mR3JGWpH`R5z7PtD=ijlqA|C20BH^-&~04Fe{O``&fSLSpuS)l0HC!aV+HMdrS z4(IFN9{He@G~BFLr`LYGD0?Q}OZEMkbiY+U$9rz}+8l>FgY!=z;cOFsWhM77tBjE` z0xz7$zN0$2Yd^Z6%qgPTB;S;Y61ORSo?=pcy`+*z9;4Qje&#BDn`X?EJ|>4!r>Iq} zKSM4ajs5q-dq43$KRk^02I}{NDIdc}54C2AyWA)%P*aw>@DbZFy|I{HoalA8>y~hh91g^s!kZV+y6w{pBp* z=QPO^X#T0gpixzU`n+@gNeRVK z7wBGF_1H=E-V|FmJ_;PzL6q{+-K?%^0Da!1G=<3Yd1Ow}49Pv4P`Pf@0|3gJ2K0~A zbFrEku;Iot&|ndYI>s2%442zfkl_;qKaJGmxdqdP{aXaFr)kjpKFwgVJ zAO10{;xOgG~L$R;&>n7he(Y|mArt zvBs%_zepcE|H`L&W-W@jo1F&%AF~{Psm=2S8Y3xECH6E<&gVhfuAI$~L}M08R_JAS zdJ1anv~5y<{V+EfC>kI_45xnX#`tmhy>g4<>B%l{*poV`rA`m+U;PTxEHLW4)8buF z-Ya{_^RbJ7oYLMgL6nnzcAwcD9us%Ea}v?Tq>7{}ZKl&!)SP=UfW3G0!%(3!+YZ&V0s7HajjaYn zXH;`{v!WkMP2`ERQ&qJ(-o$=wae@sgh7WhF=|vvHcNJ)K9=5mLf-Mg)T-*cwDzbLm zSm=XxBhRw!;4r@Zc8!DIFM`5)IDYUYNs3F?NX_78MEd}vH;DBXb5X` z6o0yWio<8an7>$w-!=-cZ=RRXHNI@G4HzPi22hzNI4b7&bjhCeNZR;o$<;2=EK7_a z#zG`^&j7f&^}EOWlyDD{WC6vpxUOjU7^C#pT}q@SSsRa^YVL;ZyXNEzGH|m*Ob~*- zn|3$-A5HtX%nzn`W~s~KR9!B$FGmRE+36Kt_*3h#d>gJ%N){c z_0}*y?%GEan*kf7R*Dou)JEFJ=0wp|>yN80Lzd`h>moi0>}ywFzWdD$lj{Sl6zWiQ zK^H>feqwVnPHYhw6fOX|OCJ zDIt+LqG!V+T~_DhA3XF%@kfl{O+)wKh7_4k6O_!n_s=p1h??B4P(PrV#XRBV_`AAN z);)1|@}GkMqV}9Y2f2|afhH;RzY@l@Ivzdc7{r#j@f71P?k<6EWofzXc=u{U zzTy`7ab=ZW6sSrr+V6!|iBKIw|Ma*A>V%4#9i+&`ku&h$Lw$@W(7KkK+0XpSF?R>Z&U>?)wv|As$AnDMN(zPo=z z#H@Nt(zPKM9rkI(ilJPe0zenfBLtk?r=(zeoB&g+9U-p!=4pw$jN&AN+on5X%9lL7 zXM*msrbeX|#*Z?jOpSt8^w{>97zk1NZ^EZ2wG8Jr%T)D$>u(P`6pdunOF}9;#|j=; zr-KkXv&%=F;jDly@Di=>ww1OKo2j`Hnpi{1(2uUKF=nZSrkIZI(^_DvgE2}DWBMLb zCyd|ziVvGCql{@b(~jy@EMU-}lo@65(-!E%Zw;c(FcQ0x@8u)v9$2wD%^@BQzVvTH zOU>TgXcvkZ?1o>I{qj!R)COGQFKr2D*p^M{f5 z#2ClCWkO@ z&>`I*NOz|&q>@8-cQ*n2CmS(lxb~c5YV$Ub(Hs01ZHo>$|1Z9&yFX)<~oNO!u!}QN z2kR0=m*V_79ASfp@tTMo2+E1wd;yMZ#!Fj$yi6Sruk^WX-@Nlx<&fapJa}$U`-g{= zm_g3GUqW#ptm-AB4kYcRnlzD&$PpyBs3DdW_gA248cjTKPJj|P4$#L$0Ts=7wp<r#FdxMTsdrle#l|36nws2rcQQ^N0eE=IKsw{78qcoidwp!LRp&Z?Rkw{JNa7R_wH2!3!F z#cD9%#%l1`kXpB$wMg)5LPu+FpXd>n2*Yee{4~h84NpsCyhKgy>MwkL3pZ=5VjRMN zxgjw=fTYm~*MF!(r_#)sUd@`q)R_?=sW?h>xm;#UB(<36XbQp_66gLjS=rBS6syP3 zVDgztO!25{=8Y?@7|Z_l?fy(MrvJ5+PBYc~;@c1PdE^C|NL~wYi1F_*Z4Gj#*|BdM zyq5fi8I3SDkX8Ho`Ea*f&)a|U!x zFS+K`@vm%NQgoHhQ|GJN{gEAHR^mFM5qZ4@o5d zGBx}?hTALeAq2E~PWrUZ6h(gfSv_U^42FZBfd>9}(Y|Uk z-^CkERYHLzf(~O@caU#Q9JjFyA(@%ea3JmLeIyecr?RSFwHQ9r+>1LTWw{xguBs9w ztb2Y+KgpSPmLRO_^4p|4`R}86r8qI8@g!j0`|tZM!M_qs&7Ow>E{>RWWZdG`JxR3{*Od~& zjULFXy8jwkhyP0B2d+N6Y`EyO5N>h!YH2?4d-yJZwVOJ(%j4_AO>DKY2Fih4=$PX| zUZ9Cf`iIRR)cHN|dn2HJAz={XSDkyjUqzlLYYQc!aw*B)K$7KH9k+@cBxUe&Q9cS1 zBq?XAD5;tpw+@+obihhk@%3L!N|AR~mv+TeXBi_d0PrUjx6YlY{>Cx4C#U?bip{AU z!r1qE4u2gyg$^13yo+Ogbm%&?%}ajs^kmm^RTtFAQOmlg(v&+PWi46_pO;Gm0)oG` z)zom8X?GWPO1g?XB+DGIR&y=WMLj_m2RyNVba=ZaRlZ7v)<0_)B(zNvc>xoi+Srbk z?ibboSr@f-0_MEBk^NjP6prAgo&qwT$XT>f#ZN;<)@01r0RZmYxQZBBs34SiDwoz> zcS!i?lR7<7(f`P@|A+EO;9gDl>`HB`@wWI@=qemcI`Z)E@r8K#j z<_q(s#|MW#%b8oxZnzk z-w3Yurs{DWBQnc)%cMCC|G2pnpgsgSEG`vZw`Wx@kkzi>79pK#)tIgy<~uJg%ZF|V z*9s3LwlNN0#%oSjjf~!u>rHDMwfeDea%+6+^YhiC%`>Z*Aj@u**mC{raDux*HnBri zuP2NFOMjVW{gnZXagY`CVoP7{U3F2Dh{WnD{YQcZ56wy6;}0z3H)jiOXa&9nIA?A)BBKRAwIH5HzE{0_+jvQb4;;-hpL+1d+brjDD1p!R zpH)loqzCdIe_tSyewgb63&GU)70fN(9P>$Hz2pVz%JG4`%- zN6aN&i3T;4FXbMq*8b`8h^jPbYy&=i{_jdGWd=N(oIdHS> z$0W3ta#S-r_-`k|v|mh-G`l4(DTTXK`4n0^FmWW>uJT7*P` zH5&gY&Us;?Jx!xlm~~;ah3#UfPHp+_w(LKJtE2Pm2>F2|a3A~Q%o)rgllMWtH}Ux9 z@g?5}C5jm$POykpMwxQc)zk?C_7<;NdFsdNoL{PXf*2v7e!~JG@*YOGFO@B_ENJD6 zF};xO%`{dECxGvOXYf=|Q5lXFrm_j_QpS!kK>TL{ijb^1=HEwTpD(oZTb89bOV}&zC!+ zZujYlP;RBA7)DEC&KNGMx!eJ`Eu+Bpv#@@pzK zsKaUOvQ`-_2U(O*Z?lx=0X#v4$@E_|sEZ#QZKGtF`!wjvlEYnubQE|Qk*%>~Dco_9 z`9~at{^N@|-=L95Jea*5-e2_=Z2mn?9d?Jw7p*(lI1GQzgka6t+gb%m7su}PUM?nP zsQpOwdgjBh`EyRlySH*%@nb1COcr%OMd4YP;|xrX-1!yUI7tsfRGJV(b*R*wF%UDx z2=U)M>Rd#DQhAKyX|Y|@=jk+S*xW(qkf*1%13i0PN?TUZKFMJL?)P9JStG~%3dG%l z_H{<-OQK)v1405i&?I#vX2C;c%rB7_4ddz}i)0$5i(B!wqI9YY&(ZzCBf|`ng9sMz zTbB8!R=F?i0`h(tW)3d9J*}A)N|E)wctVAi4E5T+-Ag%0`-VboCC^gv7eWHUXd?r~ zj-}!V9p5@_Y=#u8%sXlK$tb2(FZ>1mHvCkPR8VG2kwTdG#9m^71%h^Ry-bJ__|y7i zIV63O-hLr^{J<5{*i)X5tlKzKU8Bye`ss0HA>4XAp&oI@D!*q0JGNNmNc)|yviGJa zG`&TqU{r|)H^U}xQxce|Q$D|VBwh<#y8?-A!tg$Kumc~$1qLI1N<1>iTt9Ey$(xkX z_s0tlntSbX&8lY$_of%Rj0}Ck15NgY+QDT?Iq!_}^eo zx2Gl=66~Xu_w^>v?X?|cD{}rgp7BDixN7^7F;WVhRI1}r;hZH^i&t?G1%sb!+=Wku z#1!@P^wJ25II7(Y#XS(|70enD=8G&4m+e|}$4}d>a9^XnLJfMovAXcWjA?Yxfs^mo z^o9$+m(5=NZ)ZopRKbh5)6Ve}DKvBu!?VChipVPR3o7I}$9+mu8fIT_g%=($ER^JF$*WgRXI1}n~31ZVXhFB>dQYk zyT_|M0PY~lmcEds=w#?Fmm2P(CoUdzExxBm*TT#@jWqi)+9q7 zcKm{cst|pR3?cCz?qi=5xh2aN2aiQDo55(|%I$HliJKJq5U!!OoKWrY^F*GDe67A% zn`26znzf2!dQ`$iQt)9}Zt9QCH?ye)%vn{(TvQYBoVP2wx~C3F*32CcJRFJv6I`We&TQ$tYsU?jPi6Tgg;gCg%% z7IXMv#)f6EZs@szCKi$d7}gs+nG5pKQz@qZ9a9l^%k{ePPh|A+WfNW=(|Y&YzjcGB zABZ7bxTH==4}=j49sc0mRe>5Ut0+l4T{g7Kk=hW7oGe(CzCmL5PQJOH%3G%dz*ViW z8uJpEzMJMfW)J}|AbmWl+b&(&&aKp9&VTK8HSk!-Dg#*Flj{Ccp8v0CIjl^{mVExl zh(dt~+s;LT>Fgb|R^A_Z;35am=lNgL=nY5m+D=fae=Et*&E!n_E{j80{F zy2EG0hss>@huZz!QA=;8qK?S6Sk04v1|r)ZE||HMhyn@i_Hg0OsB*83yR0*+2*Y6d z9I7EOHEbkxQ|gcp7<(I%9;Yip zB}5n@W>1Bl8|Y9(zZ<5HL`Ri%G@!pqjM@d$-#LWc&Gjmy@m3ICQ=>4} zkDsTNx+~-^4xnXoful{Z?UC)tc(TfWMZ?nUrj-zk{*E>9DzCi0H?PecFTWS)-g|hb zn=@4og|=g~vxH?3SW3(l3LCdJK5z=>=c#qJ=SFKT95Fn zLNXNAx9S7 zhg-3n92HQj>xIluavU=F2FSomks+XN z4)_CYFvRFg&(*2ZUAD1XTH=-swJUgy+3szGI4oUnZ?+}bS{K)Ed2>pM<_x*nCm>3w zaBT(`{x{^WNJ@oC*}K_FR?+2Inh!6###7%`MZ>QCa592Dc~db-N!;%nzUUWSi0M?!_X!unK=JD zuB+=B=Yk|)tn1m~@h{qS?+otoS4^v$JBYW(aCAsW^>=$-A4D!;ieBKGAfe+i6AQOf zfzeH0x^*B{yZtC$hwDCOf<@&3O^nJ<1XYd-It!vJzMck_8ZScY-8Yy(ot_$@a!ssU zv!W0TZg^ieVGmF*D#}#n?})Yl%x?QR?9p^%-k40tTLB^T4ry2mAI*?mH&AWkQjg_M%->)Crc#9bb| zBOP>cQr;ErPRKpoHtfYcIi^Bq;aGP2f0^QQd6&IXc^5gjvENVi9&Tq4~T4pZY zWQgc&jas;KCvJ*^)S%ck-fZ88-ztApV_N$CecB@{4hU>w4ZA_=7MJdqxQr0YHJ4Y* zA3v|7e}X_W|9MYr1!%M`_QvKMjzar;V)k!CAc_*^`p+PZx`ebwsN%X%g56haPbWgZ zH&V5{@QTr#pqHf3__Rwoto}o!KhUkOrBfm&GIlH;^H0TNG5d{Jwfj_UJtT}WVUde# zOpZ-7>GcT8z>z@Pt9hmDh$mmdFL|pRFiFAw| zvthNR3Lh(BGVcCqKYoYrZX%*1=#KfKUpbd{=_`%gP=~-bPW3hu&8f7wXCtQ&K*hc}4me*>-3na|=ZnvU^Ada?^Tz_xl9J|HM z$L5bC42!}r^xh5AQ1ioH%h`U;V@fD%tTP4eDmX#pvFvhZ5ALIp42~yP7SE$3FhM`W z*`#C}l9B2#`^=AKX|EMuXbq!*YK6fi3}o0DZyM@nBH!9APn1)&I}XERGvFM#(?GQ^ z*0d)Mia>bUP?#}Hd{8;5ra?%sK;9-_tTgc7Ur0;zopuwWOP)-J$f&)z;*8jXf5v+o z@oq(FHVp1-{5B`U1tf;bpy*J6l!Mv7ucWBK)Sj3+21R7!*PGE93LZ1eoz5?-*H*UF zqPbtaGm11)boz-gxsCnZgS@s$C|-lexZ9wMGb1iFSO311ndDDD1ix+zqkr(H{ln#R zP%bxk0MwGnqK6U2_Q5ODmsI!;7bN^=0Dht}som`25rWo41#}O#qS9$wlI!rffA2C1 zW)+-}$-MF9zv-)Yk7g`NaS0LLN_n2EOIK8&MPBUI9+}c(UXC|j>98i@{KNdNhbwRZ z{!P?`fXOTC0jW8krr3i50jF;i2+rESK;6Xf*A1kO^Ir&i2BAS!g`XZIFlE2T3~g*^ znmi0<%g?Z#`&U*Ia-g+wDpgXQTMYws1DIfjO8l4eVn=xg9mvpxYCwjHl-U$+3B`j9 zarPt7Pl?i}_S)<$!C_9Wb6yG`rXAqS8$+J?tdyjOfkD+^!Y{9X1$lp;qGaV< zB}PE33;rA>Kktf%jSBp0Jr~+mq1gGoW~DQupTPqu563L0j~Qcv%sb<^yv~cLQQZ2O zpP&zwOU3@7i<(!-&-Z5quIz<|UfHxLR#dBqa-0guXRb$tdq~YuekGH=vIsY86Tz z4bAHu@_LNwwJrHWr+#M7?n;of@&=NN?az9g;J%?r*$>R%C~V;B3Zv_CHC5deB%dBd z@nI|F>U>-mvjZL{;>^}~9G&hKhQvc_@IaJO_NkD{y;ZM3-c42Wv?yFEmP&YMBB@~Z zWk7Ew15_%LidzC0HYG^xLc0|F=jACZE=GvIbMv5bpkLJ+xp116i5mTWoKyYTqwvAQ zOoY?H;sH~eijdf<4DFO6!XG)8KKO2tTp7DZOig#5+}GDQp7OhtC1mJz0zRDimXLB7 z>IfM!)A8689D#mC(n_=>cE0By-9WXdzy~ed6wp68yAl_*P1arXL{}c+0e_ERGF{h* z0DAdU=^gY>1rcZ96E*EiMT4y~R>?!vv!Izm$B@}i6y1pt!WwwFgq8XH?) zQdwNAZFuhmP#)O9%7vnq-MjV(Mi$7<>SPcdvw^Y?FBMk&7)%X)Y5l0Pu|Sa&_pNI5 zfyvcbXqKn znkdnOna$aZy=su(@xSWiT4YL3D@fm6ajJEwvw^BdA9Vill(p(7v2$DEee6CvID!Ro z_XHhv$eaAnK1a(N98gc2A4k>&o&4vn16eE6-7cu*fJ$^VeYM_>wg8<{4`@!<91 z9p3ZBIww?jOA$e&Nrao?7FEK_ONd7lcZH-<(A|DCv+1oLXm!Y;TTDQLHsSddjRlaP zm>`p&nCQg{$8Yz)Ym5#GlD8}&y2X-p$LYhMb6{58@V@MLKtHzZ+=uc1dziT>R>0L0fBq{+2{H9}|j4V@K^ew@a0T zB&dvGEV~)v`jVaM`F;horQ^579tMKu|!9^c>o7XZx&R2LFztKH}F+eQn?P z`ZgGN>vp^Fs)HpMrNWkq-G$HD)Q))o4emRA+oZo8RyS*c=DA-g${ajmku1RIZPZEV zis`KuJDQy`flfsK-^)ntZGz}vS+rHMd_}VI>0@n<(!XC;={7|_J+Kjt_bPQ_pAGza z`T_(JE@1q20lZeS-%g-R6Yt$$iXX|5oD$g(iMSWaB(DU}u(C?lvDxri;p0;4OZA;6 zn4sfBGYEhf%0jH(A61Xzu$`<-2HX${-r^ z*N^KX&O|@{AwSY8eoQb%t7u|-C1;H3S#cJN;J49OwU{e@xbH@!C&-HksfhV2s=<=I zmS1OvvN5bb)OuwoOillc7gScxCQ6NVCeyvkhLFItyGdnBIp%SmG^$xDofuSC6L}P6Bty?g4fs|It1w>5>%Q?alV@ZZ7TId;oq)A>~ z`D>q--rz_`aP;$Hj(U!D(OYbd0fPdP_%Vy-Zln}Ij=zmI+^HapKq<;m#t~#<$FvZ< z4{kwJqyoN{Qd?Wf2!%jhD0);+x!Z;tR0g}~`?a{@Hi)&1$ID{cl=1O7uvfnS zERKp-B zsYNCkM`bX6E7alYjR96HL8>8_R~(z%EWhAnLhOURUpmvdhqOt{mji+45ZHU``ETcF zOs2Py~2|$eq%qPcUuGdsJ}Z$u(wN>1m|V%@e#fL zmf!7Dt2w0i;P%oj=Ts5~x$CO>%GJ275K&iUWpSb-nNq*o;B(+!qW{5u}HhTIW zF3ooQA5Jl2x<6Hl)1-y--6ordE1VorW&a*^4#bWfwX;4UDN%*iVF)CKV2NRau!k;U za)=S@ZlKWDS-ZOEQa=?gI9zAZnzyF?|AH^a;HKtwMKA2%t5eZ=;JO`=qnC!cF*qbs zKfk205N6Qoft9{!ZmQ*-Zw(nfK*43uQaa~7Z-c?7+?*t5_FNzM&HkK{6+ z_emW%Xmx+g33UC`zW22KV3$jl&NFGSbqgjEq2hb%Y9e65S4L`)U8lo9q%GGbMHxBr zQo)4~+5GZRVFO<2(;1SB?ZL)G>#iIW$}UrZ$e6zoE6I0rM>aP@leBBuD?E6pEu|ox#^hVkFNUUx0neJ1B z?G#FfC|0bx{77^#&2s%Fy#6ucF1GBy5>5w$^gyN33{*WKPlver9~U6w-xX>#9o~C( zOupey4_Y7|=D#5;-1P}2?J?X$*c<}}NsD;ar3PWfYZ_R=NtH*lP{Lox$0~tWXU53p zAHNn2Dk|U6rA5#gg%YfGvekdvb7Q!rY5gvm?7BTw6a#>N@X;eSM{^)S63zxGxZ-d=hV+_U3XCy6*g-Y>FY%sElo$*PzI_(dzEGM-HNja^J zc}ATzYJ`VbTKI-hFM5RG_cw1iftf&9-=@b<XAg?s2$W-BMa5 zh@i-^P<3OxwaQ5e5XQbpOOljI!a19{G;!Yyd$vh|Ir;1dFa8^e{#x~uQ6EndIz^ZdCvAe2>RTWQ z$D#hV;MxOE1F_%zljCC{pg*(m6vXA5KEiT~RlgdRVG^*LFI}v~e3*mxPx4f9aui@P z@n^wS!FuI8cb?d(i8|KP!oO2vC|(QGBv_CGavQ-_-H+tl6yDi$u7j5g(I<~2(uqw1 z6($^NBSIy-M_HqCI6x9D?C|^(_fer7!d- z*_hx`qY&==aJr;fI*0|DU$&AJJIP8NXbRIeTx4`}_!jdvjZ*HPkJhEq-GlE9L+<## z%VuTry30mDb5+&-Ks>T|Sv{mu;Q=>U;a;DgRQ#4aGox4S)yWQ7SMK_!C3AfsQV8pO5x+p+9l&zCE9! zCZ$t=jSvA}+Hj1|?3F$M-=IKiy}7NkDtF6zjWxf|bGLAe^rH*$hPZOYjHAC2@)0SL z>p6MWy-W4)SmH6andvA>T0u-EPWwmi`@2wvP+{WV^xDbC}A&-eC2(RxsTA}xh1VxSiqVkEJ8bG7e_*ae@jPj1}&oZ5C% zms*@%D=4h95TVK&R2Xgl$r1*MMw3q4K*`kY+5ymZi(xq*miXTG5iElPrds8sSzy6x z6#)sVxLY_U2Cyv}s9Mp9Q%oT=siHSbzQbRKH(UnIXp1QgV=l5F%=K239t6-i#pd>twMSfIbyac?2qoCh+4&e8JOACbo@cSv8LMMenuPqz(ZAAL2)Nb5Qz+j}(~IQH>c8%PF23VFX;0!UadP%42+ z8x{0r44l7{w;8Gl{F_kqe~FXFO)hIBU0Lzd_@0kR>110 z_fpG8$tAop0-$eZRv179VHR$kbl%YQK7Dm97r?oS-NWa#I4pN4@X9QRs~x3hRsoCV zjkNCIM#eUcsHo^RxDDkiv!|{n-MGVGbk>-epwi>RU9Y~(1*CBVVK!Pfrg^1)a|23E zVW0?RVa|N~6|Ibq?|HHnR8rx$V?X&mBt6?)_`(a6^bO;`J`NI6sZxE79$SE0Gp+q0 zVez6tj$`rU?(A65lREc2!C1f#YNNc%A}Ut~^rH$lAeG8u^e48*uK+T)7o z?mrbdwz-vdOQpz6QVwH)<&75W+_23RC=ns8;FOBlTM68q5%`!pH6)-quo1Eu+nLfs zW*~He)lwI-Rl)Zk>U0i#nU^D^EM~o&&`(QgrI41WQ4|^l5`R`PUe#Asv4B7*(dF7O z|J_rX*Q4yeOO+`Rw zyvXn;CI2@8?~+svyWqABrj3K#a5K9Ji!?|5hk#FFF0Bd%#s>k5(k@7AV{)+ zb+iwwVaZ_y2h7|rJM75+;8B)Tv>Q1E^0VqJPj%lo`r60~IQ++t*P@f2J-)gA-)xwaD?!T*hMM>Amg{8v5h3sG`_m^;^#MJlHBQ~4dC@{q| z(R1%oaqP8ID89jrpm2ujJy8$Gt{o(5E}qQ6frYB(LagI}h)#*i{jonuQ(?n~Rw8*Y z1tVsA17YOB6yO!diN(^=mEhnLyQg`%xu?ZTUx1!i4c0-wJ#??_{Ms=LPi_DdDk2xn z`0&dqK@GkU`^y?QXR7*zC5Mkz{T3EH%RiW^aU^4(AMR9YgIo3ll!=k17~>7d=a|a5 zAO?6JJ<2OpvEtHGD)E`EfU@O7#%fkgr^9?8MpMf+`fFTC(L7Oi~cJEE*U?2}rhBE50eS)Cv@ zR_p9)X@K@C%PCD&$llIH$Zz_s1ZhjD8x>+*4OB|^E5j!$Qkk~;PX(!yz6XGwxMrr17A$jiRaElVLhhdNbALhl)I1&#}S#zhpGLYxK1*LWT)E3r+Mv<^o_?9dH zQje|LBwFYNm$9rrAbE88*-Y2nUX@!oHrT(gO_$%IMERE%Wvm!WUVRS8TnR1Xm4KWI z)O931M>&{j2{vo~g{x=7(7i{Z{%&%^7w=~j$=;tZN3cd0Yvu?M@Zb-{KRg2GHe4ND z`HJb(fNZr4|88IXnA$8hf$vCiB3eT&iW{3Iq*Dm@ikh0(uZB$*Itzs3VqXkyp_>II z`->+XeK0$->3IK$QHa7*ysT+RqOr( zl`!>XIZ~?AR;gze*`W_50Cqf3aF78sqIb3hPU_oSfyh^x6=-Dm9XXb2{+7#7T?$Yy z$B-&z3Gr+oGQ|2g%B6ofrD{LXr%2jmWoi>rBAovE=%u)&q-QE+v`+IuLoj=-FpQ}v z&^bvyMucXMZT=;RRn(0%!lstwzdDJ$;>|0@h(8Kj^VDdwm$!9K6t+^1<$=Vj97p?H zXvzhUQLL0ki~v&OGMn+vbUh@~@8k*kbuga~c~#ag50krm_2;ZYP|Yd6>|m|pES_&Y zUBO!Oeo71A$}J`~DLX$lPCGpV(W{Zht37J`JJmj3nglv{8c7r#F56$KU1;sV0k|dw zpl6jpDP@W)1KCVKncgLB0INbGW4Y z>5l)Nu1y>|=@|pTOHX!BcFG;-4-c-=-6ZFgGE|F zd?ef0VJx)sy+D5l`3O9K7r8(ynU_Pc$&{W>E@7cXqa7G-OV4pDfC3-4adld^ilsHd z#dulvy<6-yetFMzyy_17jivZo3jcp%>IYZM!gtU71F2Y>0-u^Y$#+GhUN-?X<3yT6 ztK5FMo7sz(D_ZWkzZQz)UJHR*^In>CMjXIXw2<4|ta@n55r3ywC9 zZ<{Y0(3kMnUUAeJ1TX}Cyd!7RMw-B8yHt@ z7N70w9+N6Gi<6t-eBw|G=XzZF-j&gAarL1Mla{%%ucOMzc& z@CIgQI%PCx1(s;@6xC0Fx1UXXqOVmVxx1Y#&y@?(R#20|KNOU2k4-ns(iHdBjoQ6} z;+HH8*-`D#fWG^rs12<=sh!&HG8x+f%ElkaFzg4YLuQg7u*gj;mH4|`pq^+KlAWX}c2q7?Gk8iLbs92;JljEI|PDCuBK zMP~~%yt}T-Q@P_kG4GLNgcnf!xu~>6c^9`LX7JjTiYp&yV!po97YD5w)y`d){JQr? z&Y00?n~Af{fTu&%1{4(jw087*se)liabkm&r(Q_^)}n1%A8p%Y$|e zEs(fP<#X7i_3h{)vg4=9R7_?Y`Pw!GJ8YyOH~aOb3$&XJ9FtB;h9GH;xxIk&41f=r zg$b%X0Fc{THF=Vg@foE~fVmKZ>aCan-^sN_a-R41vW04|>WM`Vt!@8Z;|sauI_-~M z<-%-SQTAU|d~cq|WONH3G9ye_(6aYW#lRKRE;KGlR%rb}hRU!{W4i%#$&6h^Vs?By z!bh8IOUkOzufm%oEFDT+jC?Nfg2MGys0I|qm73<>0UK~ki~kkk?`0uI_rxV0-njOY z^32R;)>Lb_rB>!$UJhTQH-H(YTYG{vSg4W}q8b<}!D)AYR;|~$h<@dz@N?s(bAY2w zqxOzJU3~)}E&N%n6#J9%TcCZ_@45?6T2P7-WT*1+uq6;UbjlVe8AwQF1Ia1GOQTH0 zmM^K(jIbH_g$ArAR3`%6IY8{?PFc`G{xW6T<4Wx4_b{2dgXLP~)?Sp2ocdaooD>u< z*_phW8C1CbD3<#^ix@Q++Mn@sn7gjBo_XS!nO0m>{a-vKq~_OqKok zo{|zvF#VV9=PA1m$AjW*rj#=zi9j(7g`DF*) zSo#nR8mofy0zk~zfo;X;VK4HCyKTSH^iZU&J0wJU?MRnh3>{Ek@sr_J5%bDCt(D?` zQvT)Jk6Sfn3_ZXt2kBh~x^aBRTO2lNtUN;zz<4%{0?qc5bs8 z6G6PQ*iRG>XWIL^j~zke>!g*v@jeEhERWhYedCA86h**Np6*3^MHSHwQYv-hpT{Cb zRcdYITh#W(>G|_2QCz;xyFfrJFe)_qCX%Q-p>__S-DzFdq;64sjIT)nYy^u-VihFE^-RFL~O6QO=-2m#G0n6tlu6b|{ zOA!4ALzaD)7m>Fau=RNITWu4N0=mI;kpx)yi{XXHljqohC6W^BL+*8nt~HwWx+G$& z)Z^;1i>5iiZ9dq&E^!ONLLc2P4Ej{@Ddst|W>M2rG7s*}>s6 z?3+F_mNOPAN?$|Ne)?{<4;zN!UE2I}(XYa8<*h6WDX%I_Q?*u*q(}jjM`Dd@3?dXAn^TLOqhzrHP6Om6IaBfMxw(AL&QFcEhIxlskqjHqCSVZIVDfzz`k^L{G){{kP{r#xW&ol|XGh_rzd zni5?bTpi7Ay;-(jcUU8mR?0om8$LS=2qwomnfUlt$(reEYkv4g|L{JwAK3YnJ?`i5~y6A4fUw$#YZn5#& zTwuQyoNh0T>6(+V#XNfS^gDnYW5$@z#-H1L+Xa+1T$KRSKt3#sF2E7UH+%|z3YoOA8 zbk$KtlD`V7B=#}-g4+9_JJj)d{>Dp^cZW~!eyk^eCz&-Yl6qDhzz^;-cf5H8SfJu} zbe$O$uzIu-LXw8A(C4Lw3Es&Zb z(Uj%4(6GNe2MKW23V5+h=L%Z^B2`sblZ-^^aR3DN8k z{%>WkKB9x&a(HfI7YdjsbGP5o#Y+ygdTMl`^)&JJ-~^^b$_C%n4UBedjXeUv{$g-= z&)WmJf!_@O2)`9ri-STjCqfv)Q=#ERo6FqNXU|e4F&0z-H7<$H@0dSk8yAEXH^!V3 z9ciS8o9})aDMhPpuJ8l?{4J;0!O6MJ>d@biW}Qq54G?g!2p`=!)1PUNOK~k$iBQ}< zKTF)$CsRw<(15yj3H{JZ9s7uk z`&4;V-D%`)NLVrR#P2!a7@9n$21akx$g}fSlFG6Q7QeIf&o%G%NjMjTcz^5m7@>(9 zLMaBJ^du*PO3#gOut;Uu);TtU)Ft|Q@CsL(e-6p;@aKY2>5@KXNRNY{>1A|~&LU02 zH1=yp^}uD7-JiEVaI`O9fZqR7fCO!MJ6@O6Bd&^&3~+^}9|xdYzZfTiuNrbxxXXJv z+vawLE#ry+K#j_1r?UP1a)b}4%}eAB&6}?O|vXfFvXd_SCj{Un+ zZj@VXU{EBBeum~sgpfp$*4JpYQaGf_S*&Q-{0Ck0-cSQQgULzHTE5(f6%R3L)w$!O zQVVILUmpwIH`YXpE)H}2$+JzuUn-lA z-TDoZ2PTS*w0Tz^>;x`RTDahan4qmKQYfeSD-J1meZLeN?i^GEoRg{6wHD9*WrUzN zdD1US3?d1aD>KFOdt2rC(D|Lwf1qsIJ~lE6P7S8O5sws{2Tbe1zf|a_$TbIC#2fc# z)mV*>#xw)SeGWE$&exwseSoHClygq$lGKgXf1hJ%#Di_Tan$K(@9WVfaRd_75}XSq zjjUVhau~+<)9@>&Rap6d%4#<{f}ZNKoce+mv|IbZ_Vi<@Oq?rsG72rF@Flyzr)^kz zE7h7+$lZRQ5>50=#^zAFzB>?`Nv`US*0fKuT0%VHQ@k&;C-4*d`D`)iS?U4|#+FE2t$Fi1h^Ue(!8 zOax+6CUH#mUgai!Nc>N${ZDMKmEV4Xp1XM@8KtzS+=E5a29A zHZQ#I082nLD~#k&D#EQbdH>6BZIuC#)dv-3nMZ@!*;Ztyw%N&Qs`F?&to}d+|YZXeJmUUcObAxXFV>thy*=uXa_g?DI5F2wmQH-7K zsmH-lC!bT#M9Ze`i%UU4X&MBH)}!;GSi3UC|BgCsmw@_`0IfB{3%Cpe-dFAvBDXUp zmAL<7-;CBS77%dc7FX^i^Ue%@h}$}E$GtHvzo0D`edhq~{>N zpWk^U?(;u1eRWt=-}m($hVGP35v04j1cdE+eVu;#4lFb3_EWmu|cUQ`u+;4mPAlKfJeLovJA_JmC3rWAHd1SZGK*-K>buOctfsZKD}Qdt=V zZf~&FFT&J$<^7<{lhWE?hQ>RRI6tMh2PZKN))dVjR;vHxEU1G-QDfnFlc&j1PmxUW zE9sIC@48I{Nv%}AZ?&TKP>QZB?&Ro#X5*DuHPuJV&y*UPOAz^J$8Q7<#h61qZ=!qJ zCR#o;5xi=DXrh zJb1PD<7tpOQ;Bl-NEF6{kn`@7NVe$I-_Kyp$0jh1IOc~xDev}-8kV>(O*qkf1W7hI zIB8u1_t;jT77m&-UUE(BjGs_J@c#(;5L?Sfo!b{Fo_B$4eRxq<-A|rOM^- zSp6;9((0z_LG4ZGL}eFlfvm8UBI{Yyye%;h1E2jSKlX+6yzig61blm8TBs-JbD&jt4DgVxRNR3^HS%sGRBbO+;Z0xa?SPosxJBX@GzV9jiUd1 zjJluUf2zx#ySH?`&JU@aEpC&InRW0!=lu9zAs^vT@lSa*?JS9+rD~s5BkR>|Xyj;^ z|J22(t299t}idp>Yi_E}J zAHfzSjcboz*kggmyjof!#5)mR4-W6#C!uNX z+4NGZA;DOn{2@*l;9$kcM!Uz^`93C$g-}T9$PJAAISC#k;;0OsGr^YooPj4GD?b|0ff5pi{pO#aq+1ZYd1)cx}2_y*sKDLB!RL zide5(ipHN%a|&@YuWGRed-H2eJ-5SfU&pQpg*Eo7P5H;Eo7X8n*q&QyOfbk6}O;(xBO{w~cVBC$KVB`4GgCG8{e%)thL{;^;rDoe}w>{^?6 zvVEc9KMma1)~{H~7~Y|;JEE^1g8KRsc14|-J__fkJsH(%j?nOjp5k%|Y#x>7=i46T zHv`&6t%J_8#^3fgU&9}P)*@nO0mP>3L_QYX#kH}FEIL7#?X0Z3ssU_G(6)DB|m@>_=G?781%h>#X6gs7scPRN6ngi8KZxM z#Rak~h-Nmn3CD4>N9)pmhpwPFS0`;Of<1jEqgG?_~ccFF+ng!h=KO;x$AQdiwK*4I)+XsqdF-NbHRF$zv_-fM=mo z0Iv6bK-n4}$=Hcdvq07~sl)sGXv)9{KVh;sgV}Pwy3b+sZ_Q%BDRvqDQ%6xJ&sC7e zUb8jnxSWz3zQ`VSS>rbZE53N^3R)h65U3MWQAVj7dq@9_i0F8>eH zxBn3^-Rq)pnd->`+RPs@cOd31rJe4cEVE(RZ{8A4IrJx|lZVAdI-LnNm&S}j=04dN zf{I#w-i!7wWFAO+s}QX><)P13KA_?UP4ft?rd8={QCAOes6(?{2kI&Z^|c>SGVM-M zx~}IN;-=Gndy!9XyhOLFZ1yx^`nR&UR{L9kBrktX`Q?T8x9_qm-mR+cG_M}`qF1!% zj&&x&^hnACr+>x6e)4PL@vFHL^_%};-xx+yl*LX~sj?sIU`O>FgE*$yM{J)5)^)fU zY&*t6-q(3-y>zVzb04uPNHySYo-_%y)%r?U`bA?7hroTr+E@lNVcH1z#d$v zAM9sbGbfn*C@wNGQdMVRxah+`5$%`acf|~7gSrLv_3-B{Z?kW5R_U<}gVKhF1-{nh zT<&M5SM#{aT(>K84q~}b9H&1O`4JH-V;L#sZ3p6sa}o7GZ$8b0U^M|50JC3mLZM4PbwvR_A*-2IfN71mK=8l^SdFm-u>q_;!c z@l=^!M+D~?XoepCj(=ghLtx*d7U)Nco@^_%B1O}n`1 z;TtDM+FGgFb$#RHaiL2!Gxa{KZSLb%;cv8y+L5HV_u% zn_Ov*l5`9s0XR)-+6wxtzM-z!l-d(TFbrSnwm3aY8S+4JcbE|hEh4F;-(nRDFaKEvdI0cvf8%KSBYMA*P|0dftbiw=r2_9Vvl^vm(F0{ zg>JHy6`$^_^I9`v(d#^mKRmvU-p*9V<23YswBP?2ReS~BsN!p^m_d1P%np#AH{Awz zV#%n>DsCBX?MXkL2>D=lt#wM8oGzcJqbV#dilp2~8X)B~BB`MXue+VPGbZUEc=+Ne|s?ysU#s?}Ha zLaB2Jzd%vXd+8epx*qdqUZOhXHfhhyDJ2?pEgmw>7bC&3?XYK46UnWG^Q$z|lO_D7 z^Y2IhydT1Zi|_~Vr$^#%lT6k2ejk!?WdGu9VjhZI6-iAm3P(Aw`}Xm%2HL+5V?Bx8 zTdximqmIddmj~o35T3e{=PXp<3tbuvf)>VMJ?E}jLTYAaRlDJA`is|Cwi$}Jf_$qD zLaZH67s74-25+I={85qzlS^^PV2Ob`xeM3_SAqou-;H}xHV^HJ_eA*2hi7?wt=_q? z;lZ70d=#=nfE%l-XwC#960U`jr;l+5%<5PcG&Z0qJ}Eg(qJVlO_`F{I<5%kZwt`XB zj!tZ#_B8<{!=_5G@85?Z*AYRN8O_bEG}Y&2O2DYFre3YV#>LlaUP_8K3CZxf$MKM> z(1F*9e;Px6xPxi-mkrPB#!m-2Ms6g)8-mqPG2HgDB|X=sDR-LZS{XTKNpS2AC+R-ym*)>UvKgTq72IgkS*%KVfZZN!xjy^9-2=i z4|e}h{oUu$%$6IsZ(aGfj|r61K+8y)sLcwaX4vfZon0H=l#E?ky#09u9dmJ)%2@a= z?VgMOl%-jBu#k5St!=2F8WT2ZsE@-JJv&No)3;ZL`uKRovc@*}6rLy)7A?GqjcM?>gJ%APAm#{?PY&P6 z6=$>iUoejGy1eqX8rai^rd{df6c&&Z@qV{7$10L*p8fu9mFq0^AddCZ(QxsKL3CMG zP+|$T8b7Yql*Qj9A5nkmV;nm4IeT{PqHiH;e)is0&$%r07wA7ZWXtuq<61r`5GIl_ z`f_((|9P@Oo&5BrRw1~a2$^~SNmIH{7|~atw0v-|T9u(UL2}R#)RLC`VRx3YR_z5v zXUCuG7mmD%=kZxvo3)(#WI(st&tgLKV+NAIYVbtm>MNvOFD_yGkt48vy%2~&5Sp$2 zJb`(0uT&ItG>{hj#r2z1bQp;4?BKjirJ(JjIgj{jaYN*hZaVO zYKD&RAZn7AS-hcNkVaeTQ6WFHOKk1*Y3S1Im1h*5>9V#8aW_}7pOHDfUpKTnk7$2Z z@E6#ou2w6eFEm&g-1yE?2nI3%<<*y{3ex&~%=@=4N5TB225PE@pUcaq|9)gO9*I4A z?44G|hdI*od0~^ohkvD}_^wfa?A#BLyA<5cF*>O9O7QKM<{P_67M8j>R)-<$4a_auuvz!ner3Q`~~6f7`3)k zUybpO4W{rra>P6BOeU^*+$9WH(|7S>R(*1I@cWbynm5hD=8s6OYV|uf#2JgTSOA;z zrfDM4GG$_H05K9Pp$u<6jJ@#7Ff$(7H3PXKJa*|Wqj{p6Ha54?`abF(I^E9~?GYVM=K8ef_nj;kYh-oNp5L=)9#X!5&yP6U zcBfs1g#jv$T+%B87H| zG`CN_`m4_p#iiJ11z&VBF6G{ETJEVwud&WgnsVohZ8hkVQ0*@`KK>=4ru$?PheYbN ziNQZK3ekIxH3BKzwbQHe7Z{|P?^eYtKg0doo_8v7jJ`2S58}l`D)F8b{{kQmxP~QM zzVqjq#ZJ`yzwOhoPpdJmbWv!Xm;}Nq4yhJT#IzN30nKrG!!FscA0!jQGj^1>Qor-@ z#G5qQeD8Z#NssCr)mf`pNGR;VHe0G?Ww7F_Rb`8E{Y=@;nSza%-xvV?1fRg1Qg5m! zOy+bJT^m_0cz}<@n&~R6p-#RW%Qzcx1})87s8;3a00p&u-iBb%ow{(lh=cmcGm@Z@ zyI(}Yt=yJfr4Vs?|2K%f&HfNk55Oxo(loqR+i*R~VIFO4B*P`3Iw}j%-fbIyaM&D< zb%vyHViyUcVfclW_c=)qhK6pZAQE(pqwUS)aM1AXZs~{Eld)&M<^{rVGRzJLFB8Na z>r9Zulxpm!ZfTJvn7hDRghwu8A5Lo_yJA&Pv9xVMKB5$)#4*O?&@>2XwqU^Av0Brr z9=r8wGl*+&SY_SF&-la<2M_tuthd;4^)H9bh{PqN#5e17A~$|<_c=7r@Cab+0jOZts53GaQ$aeF%ZUg6Kcg% z{@;0?xf$GdPj3P5VVYK54Cnzb58YOO!)d>$%$JnSujY^h*>lOh6*GH<1?;=AbUmleNFd+L4*Q`QeV zQ7$B_&hnQV0n!7zJ~@iA$$i^@x{$#I8Zc|1 zsdaxm{~r*owm9rjFU5&c8sv83I7@Z6ADM;nHXIsK^zmqhaz{0qWB+J0DNiwcxQ@@& zM`PwZd#SbfstY5?ihrO_%cVejace8_Ab~qPad(=Nc_VO9n2^I}$X(;#WidMef#u{~ zJQ9TQpsPPLoC-9kcpi>1;w48?Z3~!tkFWmOvZ*@NO=~wds8Y=&yf~HSvtdHLxYueh zN71^1P5GiUe8>+zmI71!QTMrx9(TIlu=5e+&XfN@P>??>vWdA?F!7I|z0_AfkKKuZ5rnNidEsO&|9%U}k}WLz3Cu&;PAGaXvBK`6mQzL*@#N_jX~XO6Ik6 zsdLlRG;q7!KA%_)@xwvxs?R3-HP7#JWZJP;S_KS^AJSZK{^UyL-LzFL<0u_v_pvV^ z7re=K^I7*vkkwTsQs`oWV=kymvto^Jo(XQ+ z-4Jly2_QZa>u2>#3Yp|f9Gdg--*T{EK>p=s(os#AhgnFKbLkF|bMoxC8_?nTMP28K z4rOxDJJR!w{?Yj=l8K#CN2-MK?rll=P4b|NOJN>{Q_b=FMGq{?PX6s2H}@0WEx;5TnHqUhM1tMZ3@?~_qquti{+@a5#QgDVjlN06hf2f7GVp~! zK2FyYKpJC>VspBr>D5?$_1#jN_gQ@uZ>A_4ItJRi#cMmkp+IN@BR!^2f`6>KSI@qi zM%VzO0RD^85-fuI&s#Qn)js%0{Zjh@24Secp#R|wx{q8<)fPPb8iV33b1g4e1plwV z*^IM&z-kPiqtrM0ug7M5$dKizK6q=MnYILMzs*N*$Dito6J(u6?Ysf$!pjM}sO2Sgt|y z$gaHF^KuX=Q`s+aKi;rP=+MOImP4;%zx3MBgJgb@qMMDF2l9VgPf zA7xYE5Z+WcNRGOlpMTOe7|uepNA@Za^$?Zlcrwc>$_@%a;Oa zchFRC9URf_Fc9ll6{_dv=xq~zGHPhHm!BVsJt6=nx9aijOAM0qXJ;5pn$)L!X9@`& z`rp^6-g8PEiomw&Vpgp-7V&;O4o$xM#^tHA6iA2v9m&I(zi;7;hqgZUP%J>dnYC1l zDr!0c65zA}B=R5JJ_8~6E(<`0tsFu0x8bzA(TK{5m-;3KwLS&2sP;xjz=ub+*AlEr z)B?t|pX}M9Mc(#QRVV>cZwpx%X$r9RvQG|ABy>OsgWW|At|}24$~t*m!-qu-pP)Xy z^P*Z8HbfJNo^Hve1_tm$DA1-SS-wS_-J}`*C{*-AL z=X&uo`t^}U_GZ9<)?OW8qHbo8X(wZUv85vuzw10%3qrNiOl^}lX78umi!w{O&ehwN z^v=YflMK{4L3q~^o8(2~Iz2OTET-Wa+S1Tf zfmBw-3e11{%&MkZe4Z9>1!rNI62(%bM(KbTvs|%NR)arFg*KKx^Aq@d$A*uX zdhx%Y0n6EL)QDz!Sxh1Vl*9dZt5ScXsb4hpx%%(IiZK9uYHkh^hqci*CsAX?!s6xr z69SS7d$C*tDTrCBC-+7c{hSR+*GxI&?s+O|d+)29W#Xoi*mWoV6ML{7X z^~~{Zsz-EI$6THnwXE!cWYc!}{}m)P@H1nOloUY;XvfcP+47c+~MvkX*~I5fulV#w%ZZ+cASzn~j_OadSt%u|c{OLXP<0(j zPD3dQFp)Cn*DnI-ltEBYDFQtwQJHe;TI4>@qd!pG(n)ve5PgWgTp?4eg2i3KNdV$E zv?(mGA&lhVDexdQR$L{=C z(NFRKYNLe;A3)EK199>K#K2^zC^0$<#=d;m$uAupow=UZSd`d|N!{f}ZqJtA@;jGx zjNq*igB$1*0PLj?|`Lc}14FoF*xhz#E`MW(i+ zAp=MZ-Wz5i9jez-G`JA)~r>vFDGR|e7wi1O9-+Yx3~hy z^*uKy&(-uPkDG2Q+5;ShBj$WQzo0uD?xX}}<^PCdP0bB2vH%tOV?qDkN6Qsb$_VF{ zrCjIjswJLKAn9v;58O6vGrFeD^^mJRF~vVRK#EMBcN5<><1W3;_L>3vN+A%{Ic_Sf zh=WNIGBOMPxJevq>6a>ZV!i-8&EahYtP^R&c~Rd5noCudE|dm`K;T4A%@PD@`)$&f ze|f#s^;b!AaL+fSym!~WWc&(R(_Q3AN{HM zmE6+wiVH2o<@Up)h`v}2feANA;64`~9-eN6*jDP3a^uJxjnGBLZE-At6y1Nc+UDG~ z?F4HDWnetw^4(MPb}WrwGOQAXQet#otvBZUtJ}2A0BNOHU~&wv{7b3Qox+Rzj|1o1 ztO8XDL4pV@g6RJ!&PeZfjaN3P0k}Q0z98)ENhbMZFP3S(3>((V_zbhGpktB#3i4>Q zB<2rLDT;SYF^!OZV;W4r`Hrr`SCiklSoIrya)UC`wQwK+?p?O3fe0v;oa;)8!Gt~t z)Q8;w6w6JlcjVCOxoGb9+nVce7L7#w|B}qY#Zs|$A{AroL!|G{JyE(tMWr_#j z7SYr?%3aMKz?@g`pfntCL`p)&$3R@bra{xIP9`_-z~WBr$|q$C!syLgs;`u6*r7FJ zyN3M8utp_&sQU*~5wIlbq2hnj`}bSk=M7VKy-P1d0Di%cSsar8P=Jgt{Q})@;A5}#-d|_YoO4@@L*>8Wd@J?!Kg{a#4olPzG5pnpi+8mc&}%4z zwI&%N6iv{S9yO$fC;Q@UZK*8+#hpvZY#Nne7MuhmLy0m?#+-9Ik-jq{Nf6YiS z3yt(X4(;c}ZL6*Fzo0BhlSZ>sn3B`CU{b{dmeaPxZTE(|9MA>W)(AjBNH8Rm>6&zrm` zKTlYes2Hiq%G$S7`gxpmY~mS#`d~DgF~%A{IB3u=(=j~0y68JNXc*^MOmI`}r_4-l zjPV0FS7vaK?ZQSnn6bi6IOm~=GPf6b7rI}+jl+o`uo63v?R8I`5HwnS$E#t<3-gQr zt7CO~XCVa5(!NFBh6g4_pSoo^*o43~16`Xy&h!bMHvA_{8#mb9AwA@8 zHNUZqGf_=yrek2qo9S;XX=-SoR)p3ZfL!Ca*$BG=tcRo<{C=g(s)5v(k&[-pi2 zQ7M=;lvtoQ`R5(je>q7b!W-plY%f%kAGs$+gF>k-`dTcY~C|4YS#2vd* z7GtgPGu9}!<4eW}^k`AS&MPAp@~dYcyp(<_-xJ7EJbHPx^aK=a%p7)-5FH0>=m8JU zX+#iNl@!h<3=WCkxiC|vb}j;VtIsAyVPejQI%!nHWt^CJG-qA;Gkz5~EmbADOfhl& zhJU!c;y2CwV)Yd)=2m5|g3BZmUwUY(&$_Ub{sOCUH>Q3cYUIljex<>E^kY5MiChqS zcUUmhxU3IOrA*4CP1C;LwYIR$*kFKZ=YZQb1|bD_m%!N7K@Gj3cx?>c&+ns<)`4d) zg{?+VH;r&(1rph`sEOKtm%(K$*`4MK8?_xqcmU_jK~l<(z58xsLX;1;;3LInW4^>} z`?M$^4u!{;DX51$usa6V%4UAFrUYI?Hd8HIHH6b+748E;1>;Yb%XSV~E zc3)`a3c|t#uN6oz_0bLT_j&gKI7|~*3%ZlD3)Ot`vb z7e~Tl+#aOV!Npe|LCU%2ngbdwP7I#6CH{a+QPiVM!(aI4LaHy6ei51rBVLxcDyglQ z!>m|(yKro?Vhy#<`k$w5`JlS;n(@zJj9YB&UH`48E_Khqb^t3+9#;E~()$B#K1*Yd zUWS6vO}860YxG-28E7htfD+Xk9q;m`faFBEKpQ@&2q>Toyq^hvxw=(L_c_C$c~!^m z0sU&PbY>!2(ANC4zcM`wP3P3IdMLTJ;B33{SuEYbo)LWvti&l$&g5Q4YtG>>2MZ4* ze>SekgY35Wt6FZ|koUbnCRY*x#J9Hf!lhUwm5w)c{x<*!7AEts?`6Cw) zg3*@nQ$LD`*jh;B0ye~<8q6~2PAs1=A}?M+CDkJ(<Az**i^xwb9+}0b|h$?jF`T@U0 z$;iLi;7|I(tc9-?E>QiZz$~Sz3Z7~*7AW+t(FyX81KjmYO$?-5u;UI*>stdQrLc)N zLf5*p`fiXGI;3XuJd=modClPAzvuz1?810KSd;>I+j=WzY{MBh0&RHHzHID)NVgOg zF*{p5LN(j!i*4U-2%+=dOY?|5Vzd2hOI^(sK*|5=1r3DAcpcPgEcgZ12rAK>^9Iz` zo0rY7`A_njwthBcQ0+N?y7PAyA#xUi8kC$VNjCq<{L}YqG+RVN!uYv(QVCn z{MtpSf50-{h3t&o2TXF0DkX6iOq|#?MC~vT%9t%5>ioxClRH?Cc8y-ToLH#|Qp;jl z$~e{TGId?B#P<@?GsC7BFuCorF-HQ^1p<>upw&;unQ){o(?KT$%Z@PVd3CdY#E}_Cr#h)i;L|=R$}B!u2rGWQBCKDlAmaeu*8G~}*JusS9P2wM z(^;6+PBlb!FZ2~)aAuRkK<0)mQ3QL1mhPjQ4=YJOo>>-dk_y`qD4L2+oZlg29d?`; z{5rufASo*G;fTqCeGe<|uDV4_gq%%Eh{6}Q>rz3j$%Fgq-IJRxdF5wm`r z*`QQ=o?g}b0p2Ef4CY@#38WWFPdTaE&hC4m zed2E#PaX^bM|URGG-Zjz6a}pw~i0W z0Z_%C$+ppr>@5jzVBu*xZ zY+Y40yBgo9tcw7?xm8NIa~)V-Ny7%j-?FmiCqnBl)5zwr8D@1#A{Sb5C2`i+fcV8| zI{M#d@HB2mv7mbQIEy=MXgoR@s(z6^TIH(-&-u!Z&KQ;f8e%5*V`2^a$_^oxC_=0`2*0TUrcr^>}yDfYR(? zGB*1_J_uSIg>bz`2<0jMaWrPy`+guNUl!5KP#8a_px| zk~!7Eb7z6RC0@q`SfQd=$d~FfY2gdto-D#`KFYu!Lt73wI?{2by@85;7Y zZ-fRXP_&0kP(1W^q{hxOuFd?NF+H~(&_!1*t5l>EuUbkcZzZ(7|I-_5^VZujp4NI= zAwNOaL^5|^H31}UxGa2ONI5wUY! z-*y0USNx5`ILGlJjaq5GX)5g=B0&c!`{X6Lb#iSRLU(Y}1O~7~;)}DbZO^f^4nu zdaEHUEcPwfjNw6Eu?e$P%os!#s~n8Ig;cz(I<%c~%$ZpSuaFKfWQaSj*9Z>>FA!@` z=cuU*%sNc3T&y9|aY1;-ety_2nTMFMcH6@hoM07?s6Bh^yoK<>3{oZ(#i$5ZIMGCL z&9Eiqb2V_G3sOc*o8R-#qNZEiA@8KEe={xXIS7-s|-ZGp+ka}*34Zr12C-jfoZS5Owxm6p^4+V@AFRnse zYlV4^(npmuO_*S;IRSL)DIkVQhYbv;C@cDhux3OkTpYDp#xfD|%@q=OpA|>_Ve4I| z*Gy=ntS65R0o!?z2jzGK>E(U5_Rv2k4%t}{{4Ab{)M!ov3yA4UJWqC;Ba zBKqb(yhNYiJ53H~@1nr|23ShM$!2C;!`0pGkwXU#gj(Fbf83YdEzszChPX zqfY8sd}eA-Ces-IR{y8JPlXjr*kKbRJ;Vv}OGD`QC!5)ZW zJzFpnDL`qZ?*0CP`+Jss6!d%zB-)OIneONuNmLC1k{S@^_xfn@&eF=kGF#ZXtV(3a z&uUqnJcGT+)+aywdc42Q(LIahM#mzSwaaT}&yqzdPqt4^*gEFtINq@vFcb8nqw_lK zcVs}o;1b(`IyuX*!GA8VGxYv#^=FJFM_!+!19#!HOacEXsw1_dLBHzsC&bLufMd3P z3g<+cj83D->1Tw(DA#x_?{waMv-sc}vin#_%NS%l|NB1!g>I02xOL9+wJAAK*6c3;e-JpKevAO$q;ulH0qcfg(zc{GvX~qBx9c z6nR37z@zd?RO!fB9vZXWgD$AqX4%*p@4Q1HXVXol@Pk-NmiBY{LVU>9^dkQX>F#lj zcyXwjPbGYqDS=Z2Icgmr9#dFd&{cCuL)2L1*F|UcPytr?lapHlJ=Z%o$ONa8)yan9 zk4f;ROh#OTb1kY5^lIf;{b^tZ+6JCL?iB7`ia@e6ZE+%3nKnjn8#3ntjONc98|#Ei zyY(HDyDq^u6CAF`cNS|f_eK?6^c5UqSzllwG|-NNJ`#tj7=^}}Nx}-Ig--@|Qx7kI z$@UK_izQ_bCqcx=g0Y|-vlnz>c(kxECXqpmsCs9Dl2pQ z?W;jvXKL5*&BSjfIwD4U!FTq!B+od$qgC)_1x*xb0&x=zR6}c!XdW|YeuHP%mVY|tgg%r`(bts&kw-r42}u(*-<$Q}(aG%vDNg&=PT#;ssq6)CWG zBvJ6*6d-~oP-CC120p^=I)Cwh!~`)B-EjmRiZhI_rdO*nqczqG9FK}2|L<;0un zDS8XF_kh^EJr{a~S}))wQy?DYB?4Wh7xj9CU^3!}lLE|=C(~fQ@4c!yo97xMpa_=K zV!3Vrd`nd&Svc_zOdC3s4MxNu#tESXu2lh`hQ`1R9It3NGTnO;F+nTeR=zFXOvJJk zE3;ZY6e?$lZErT@3m8PQsn0%Eq#A&3iauLik+DFJyfz&a0QRU2khmz2am|R=6=nDL zQ@Hxd?L@TKM*;V|t{0&^ zGwGBi^C#QA`Ut6{eeoKCS|_IEi&%=x+oAzkbd9w282L!lMf_u)2!b)gj8WgBDOc~6 z8zCJL%k5v}uQ4|4`dcg+6;TLlO5NV|?Ls)=~1k$qqi z$4r!_pb)d%?-u|nG!)yd?HFXUO6q&DVJJL8cMdrlv8GqO#?OK-%}hKqBA^U zO^Je7T*OX@*8W^CAnYodR`Yu`JNI6oE%kehK$$rTKd3C+TpW30Lom5Ons(M>BF@Z@ zj9*C^lL!OlNrf$YTU8B*Cbb>fI!;teg!3Z~hk9F-vpy@CWI`r&DO5u{`0LQcAp6W4#@`_5y>c5ecN+V`zC2Ud`mM%ZNyEFT! zMoHu?-@}Hlj1?C?x0ash4?cMiD!n4A^DE4%DPoZv+=_nP8Cwn^m7~&P=!&+rg%TcOrb=5H$=2)>@pzJ7G|86F}d52A-^Z-lb7x!y1HT`AyXMVcmiD$L8&_Qmb_yhF1Pz^C7fCI9*9B*@YZj-zuw@_IohaU z%;Bt2L=2J0GXs2F^cB9gCDXOqPyBi3{!O;shl^ao5M=U29~_pNtSomU*Q*-4_OVH% zW1l8JpGq;i?Lf)_oqKzB?s9iMSi&jkm}I~xyjhYllo9o2rL!e{YcD`e*;Nn_(!V6d zQapFvC_L~9e*#M;+zqZF8kWN&qnLLL+u|(ld^~hU^FwD!*o31wYR&rCD&e`Ge9=?G z^$Rj`f?u@IyK$TZ44&Pf6Qu_$XjC-8f93lNopwT|58_z*BWnp3_^@(zp}>-C3PSIx zp9QvV(IViN={`MV8X1{WN|sZ=8R|#JP-hXQf_IIN;n?zMQm`0}r7f%95AC`g{hs91 zGn%k0sD?;3QXeA%Z_F{(%5y+2tAu&t-pBpbJwX~5e*CmY5h(*fh$;id9(H051%Wr{ z77^QNdSa+itHr?eQ}K6b-jUFV-oNUCjsqv$DwUu9p@e)AvPdcz4Lq^Ia<8H=H2*Ja zAuCKfDNDT0nHqrsNdD)^i2uT4nH?jWfxBh_c#rBn4Fzg)$pUAis7ZFbyGcHW3E-GkvV2TXuvUYY`+Mm~v6tp3sls^Jy%$77T zPw0sdc~HVhS(~5E_Nkm-Ri(hC3Ia>s$itEBB7F_(k^z7l(WXSoH1W&F|B#9m2lGmS zHletcEe?^;x6MsiaRVwcpkp?svn8L9k{xA@4WVmiW~E`-zZd?darrop#H zcVa!wsG-jpUZeE7;HR@GvRhbR2Q_`ZDpe;(0dU_j+h%EH_ZIMc;jDIDr8{o2LpVmL z{UBlT3FR`YKzY+p{MQuY{o<`3NQoZ64VbbI9yf{2efRjQG4Jq-U?N>u|}1Ly6vusH3` zWZjUv;)=gBuDTwm-Q0=~50&Zb*-mdDkR0J!`-l;p1ma7ff4^c$gC*J} zBWx=>a9UvezaBVyAO|!C$TK57&}WD)9rS9RSAGK>W-U`nQ9l@A$&p5NGJb7wd01H$ zZVkTGnfQMavP4dmLXY~_7Mzl0(aP>!@s+9Z zakDK)jw^JeCm_18>k}F|K@H3h)x0N@QkAM76=>@JQe49%r831#T=-DOIJ||Km0oz9##4yVZ4wv3AYh z6ZF(E4E+gpV**Ux9Q!EM)2Z>;ROZot$u{B1(W7u_5ly5lvL$|R4|<5tnfBEP^OY(_ zS&rv%bFkLlB)|rk`0$BcpaQpp`))FaaK01paJK@aqQ()R2e}$F;+2XS_sMcq8oPW! zS;gGok?l>1=@|!BP&Uzk{V1DnwHG*+N+#@}gImHlr~logU{ujG*v24bY1w)5ZvHLb zjv8Sc#wI7qsI^(q)J0Uv8>knJ8iBLkVg5tY;n;4l8aQA!kh2Dc1WP<98%L>=6IF(z z*`K=B{_$0r(u?8^3j&*hh|7wd>}bC|L-w{SwER`FxRuu>5N6&i(qaU_z>B_C9yxX4 z-V)EnEag8hL(PGVvtnLl{6piuixCGL%{K~QpZ`W1d~eOE>aR!0oD(CaK+2*gI2*KO zm8t6y#Xs=2InzeyOaurm06Z7Znd9gHr=VkY0Vf7sp5zU^6jz4~Fo|bRea9l=0!K8o zwXvzGZN!!7bS*n6vXvz56`1k@HYYswk0>HkNu#FmN?0k{h%5AB=W=iLTdF+?t`_sq zulyc1@NY8MIF&S|lrh=lB;<-ENX|E5c}|1|T z5HOaIR6<%%Kv+tY5=o^&K)NIhP(f1N-V^?AO(*S}=%otZOd zPJYh0_ddT_FnIds!@l41`6g3u5*;ma($fBk99xfqb#L z(ERnUuWP@K{Kz}cAc`k0L7TY4pM+`i;V`LngAjr7uTi)C}|^ zb6@6mpE`TzDG(>>WE|n~z;Qe&Z2sipG9RmdS?I6cQBT%cAAxluiWhe~c&K>t_RHJm z;Dud86X$OqpYH%jxy~&YGvF7CVmMn&f5n^%>^A&(#pGd=g8Ao%xcOrx94T@QmTdFv z?>&vLk(~4VgTAfkeRx^;IfG{r!OIgSJYU9${`qvp%G|+XrLQEKd-;0EMd=$L!1yqa zJNH5Y*Zu*t$_M<@C=~WvNR}ty=GQ#=*Sx&`j6XX`XwFUM{StV#tuDoQ;wO`dJKcM~ zlP_0!f=@PHt67|ofmf6v|2qXs4G(=mDZW7rXNIc3`TZD*$csIrNp3>SW2G#qX^~x+D11P-Cr@!h z2z-QGGGu>DZMpUmP38`WV*`BBh7$++q=P3<7?HF5G-+kIHhV%X!!zRCX%@W)1XoVU zv_GyCzOd&U?zv1dTKy$kX)~qQxBtUR-reMb<3!18Z_nk6a50)resk~URXWlg1#amu z0M>n_9ajZAPaTjO*HbGgL5E)GTp$ItB8>z!uMbCPeb$Cd z=4&;fM{m{v{`&EQ=dA$GAbF9HVykXGLQYR_9Dk^^ryc>qV@%f5fh)PSc7HQA>$vI) z@mhT9#2{0L4$(H5HPyRq?hW@F3nw@3y;$m(jJ-BW{G{wsb=f8VC6?d81rkvSCto;6 zNB-nqQBeM7)FMzt^<(i!>;r_T2c;btW^VL9mc`~p-M%beLt#r#=1pLBQeqA~MSLP) zyt2JDfrOrbC6mj`R{YBP^)*4g{dkYI4&sk##7M-Y>mApvESwm&=<3cgZC>mqAlmjU zCX*-rIZOeHL(C9FzSxJtK2mdlen0^ywh)knU5bufP8oyA&;Fx}JhQef`OMF!FTJPnoEc z5Gi)osP`9dr~*&({vxib!j&|4ioN~FL#zPR>~EV-h`OFcZX%b^@ub|;@pPFg`#{c1 zw0{C?ve#Yl$DcU%#2-8`&CSlJvixzKSUUf_f~g?+GjYaW`7iY~9ZpWmoHlN{6ZqhQ zH_9O@*w8%N+1*3HTOg?7p`3Z2aN^d{p#+C0&#IgDW`0TTPHf~=TYrtYa9>i76XJ?W z;KlLv^3poTZw~KJm%T><$wHWrhIDQ9m8fPOg}oWdjWIf8`egDM#Ae}D!o+3=wUVF% z7$e4_fCMVvYi3apoP{IK%aS3}A)&Gx4~&0&`*WETX*h%bh3dCy6Hj;nXz&!g51Pqi zYyxg62-fiz{x`$ptZp!ZS0LAy*t7f#c-53nr60{CmgTB!WTm) zM3|C0(bDZ?A%aXJkQr&y<$_jBCMx3y{|zhL6-GjKwL6+eqjL5G8s@e8c9?j!U=QEZYdioP3oF10D^RM3Dvo$k+?Q3OwjL zaZWn(B#0+jA|QHHQqeT({tYR(Km08X{?&A;ObY#qJh;aH0tE>IGcq zQn(H{>x|ZT{ywq3i$bT6@m;uGGGQV|Ui5x1Si=51Y5d(bNcL^G$gk(-hv(5tGA-hd zdv@P;P$NjaG-TVy7dj{I=tn98zSrPqVDiwICy_Z1sNlxaJYmEI1SvfMY}ETPxQki- zD{re(kN{x3#zQc})!+6rIVEkDzetP@9nT@u_}>J6r-gs2DlldbZySV{6KoNLsb1^{ z5=eL|&NvFYG`=+Nl^_9rghX6@HRYTVnRD?V*9%BR1fBywz>Yr~!^uA51*7;Ef0U6x zcoho}r61FfQtN)J-_C_e#vj_=e3Po87a~CPY#?ij>%8mK-?w=_(*q}-?*sTwZS3R0 zY)91dt3;oHI+{-CBr+ZeXK+?D%^>ZZBBk1E;6My6!Y#Lr2*jx~%bstu1=sJx>HbMD zw~W2{34Df%`K!R>_o@GW7CcX^%b9*rh}i61zdxb)UC5i7;n+mytzW-@kp7*{FI>Eb z0-oY!FnNB9q-h3o&K&6$Y3o@!LgW=Yyb_Lfah|`Jmi}|txE0si0Uk%HhZ}x)-fDF3 z20GQd?aiQ%+#TsnCVu%V+3L@@-@#EIxd64!k|-72fK8$;@5+;}opJjHOK| z_;NSu!kQM?H8grQUo*?LJhHBEgl=|sXawHlf$YFvNOBwb>3TCDT-HUvjxwp)P^2GF zi8sF*g)VDFE#Dq=C4dq18xhdP4@+ z z2A#}u)*|^EQL!7rIvb%!MOndiZa#Sz>$22E4@l$5fXG7A6>0N)^=FyZ@yMsTpW8u; z4;5u?6m)fUMRZ~g9-{eEuafdnhEM9Ai6uawNnE;KHpo{kG9QkI=(a*Nx2g{v$#=eV5h_@prQBvzEwzPQ(zu&lzyb9^>Tj+fATAxy}hdWDQjZE zcIIa<1?AWDIjI5PptK6l-`dZ8_Z^1beJ}v`Pg-37lW1x0=*aPVI?H)G>_P9NkGzr8 zfa())_Bt@T=!;o~h-vj)-P^0Zs|qgh+j3D1pDBR!7Az!741WFHegT~A0v(iWy|2~$ zGD5qX@nr*sHMEYoXqWhNu2iGRzlBhuI<2o|9<=}~bP{h~pRR4!iaGX6Gatm3Xjj-z z%`aj`GxZgk={PHNp5&Pk1kneyL+kN(;;$En4)~lqKTYrNHvE`32e%d!*+)n2sBzJC zz2NqrBM{dEs($*Vf!?Ni;mc8b%aRg9b4_=HS)6l>Zo5NwSdd?tI}f&WS=9F)%Yf@; zVkwq#o2!5KsAsf&n06&wj(2J80JUfBE-dCSRH6TB$r;_hGH>Ea7)F^>bg9-Q zu6M}ab;7WbxgqWY4dXf6HdGFPbGM7k$#Qt=^%+JhP1~(d=lcc<=AS9&kFY1ToMrX` zG0hgV?*!*9=%d-vC#b9bnYRko5?g$QjYo+_yecsc9d;zqEt_juPn7<)Q&_ItRmB)9 zEyT{*ikED>GMM==E5b*lAD8v^}k-!X2Y)CVn3)ds;_X&n)lB4-lN=yMAA4;tetWD z*8_5jFj)sZvqinq&r{CGMRGi$jm&N-SgMw>S2g3KRH0?<>!H3L3zqRw3;Uc$H4Sy0 z{LHbdPwlIVlAXMgB$Tz!g>FQ^!T8hknIv1`1)qJtzcy&Fv%VwalX|6kdOvmIji^V+ z=3DcsCve zyc|4eO6vc%^X+w0lB0q>hYCLSJPAF&XAAS*!)~5fm38k?1O6Ud=Iy3i^!4$yqvad@ z7@dyMq5b1queGSUpV#HkBlr=4@?I!?%g611DEPxiLKo&ODipd}DN>vZL(d9hmdxnv z=iWq*Uhg+%)gnC;S)UAI(Jyf@db$=69Lm%S+aC8d#3L%%EyTKp8^+;xR1&s8uf5LHs#?0)XD^-BZejo3Hqd11B4cOx& zIS|EVMjx-r4n1E}|F2IGg8%7+_)6H}>hpdn|-xO!!YC}fP^N!Z|6O-(F)(%*$F=?I|w24!(GQ#v9;M7e6OOXzUpS& zg)JPNbsc`0j>hp+*ss}9;spf`{bF*qej{#k^3;Y-MftFjt*&jSfx7yYMJlalV%!4z zROq?zop0_u4w~1of9(3}xYp#s=Xa#QF$7+&Iz1UaykvFx{9U@kz$D@n7hLKcGy~1( zH{-`$=Y-UYhD}oV< z&{AJH3QeK{x_g|6?&h=zY;jT~K^{N@BmOw6o~@)UiScIic4hwXFvebPyLqcUH0#c% zxl+^mLeiJf;hS&Y8Ph#oG>Xse+TUtk3hKD@-{BWE$#w_%%6%Gr*{^qAJ=2BD$jMaX z&Ve`GJK-n{iKD%J=mmwC%{iv3WZA|3WC0@(-2YwG(z-UeaisJikps@9qy#d4dS5bm zQRLko19|Um9xC@u-3+H&l^OMdyb4T-{z^BiXxvWH19n$w%>A98F6iFZ z7F+S`5xA&d3>_9#Nqf}~8V6BFSw7SY4_}g91)l-ITi-4_|2Z^wcXaO9KO0Lnwz1}% zyKzYq*sLu(&MJe&@%h1|jpn|>!-m!&)mSR!p3u4{cxQ}Pr%BT=CbWXzqF~ z4M9uZS7DJq1gkr0>UwR(S%x{=9fkQNay@dnf3P6Mz`cXx@?z)lZ)PC*FV;9AWNN9B zOm*{jDa?hGEi-KGo99q&$wKDG7`fEQgKdsz$Jpr2sO?_g{ptNz-wRrJnaadKqL$_e zEo<7|*I8@TIp86(d-7c7EabV5_Sc41R!))i@g58DjKn>O8@BDP zgr;N^s#$rw`V40dRa>RU=wg!}c*%UIR%t1#IY8;CfJ{6`hZ$5>lpTF~`^b)^;zqbR zJp^A8@BXmL+Pf}QyR z`~OCRPcHb-(VKtSl!L$b_2Z4=W_~rR5p+Sh>*5a+t1fI?sGPfr&mf}$j&F(QqozF2 z%O7|bu3Es0raYKI&(f$2n{?q+Y?qC_JNatfCFUv!jgFT6kxSWq#2ETSK9o((2M)Lb ztk&C&3?M!nn#9sL$C8A?(L(7L*izQqBfC?<_bLtbRx^WvNiK8Blr!%p31zm{|3q~k z`5Uis^^f$=qf^StsN{K{ zt_6&2e*YG17*ulP2qJHogPiRDp1*eoO`7s*k;&>aS%uPd*4ove>01U7@4t%*Sxvq} zrw+Lc(FeVbOxkC=SO*h!0>Iw2LRCzbnI8 zb*%v<-Kot_#?Z;|s1ZStAq4aW5^z=tCu_D_u7t zCBmtlwmG&PPGx|bCyrc#aJWjWBY?3P<&*Sm&cw(8Bo68kuXV|2{wDB@>d3TA} zQIr{bN_W6xgOQ0=mPbVCUPhWr8Qf$5H_gxuN+vV zi=uD?1stog{n85o{8)P?H=bn!f?*0F1Q~~^xyBZWVFh$C>{sI}rd!t61;r2c)dV51)!9*aveh*oa5 z70Fo%@=II=WBZ0)Kbl^9;>GH6>z`t1&p$)fK1|xrPD%a9uDDsc@zQ9 z(*Ea1T$Q{~)yu6(tCAseMmpI$YRkNehb$ml{c#Bj!s+1t1?sRi3&JuTHA|D)Au8N( zQb5nO_O+)5$L%-Yl~FNQd;!+h4^yRqNsY*)q}Os-%O?aGDdGhUa^RexL_eidci-Pp(SKO%B+Arn@cHFCxOesR9Bx@vRbri0y4s6v!UC71VlifF4>PN?8=yX)h6Ml0 zau8OK?o(dvn9U1rZvDRV&EL?lzHUZ4H^$L@axPRY%gkAZvIspG{vyjv$Zmm9!SMqy zUAv4>iqKj^T_{s`Ws$W$$zaL~u^INpNHxn5fvEXNc5K5rjvE0(jG|#LGBR#s4_e(? zt4E)nMx2=7$d9#rqH&Jz7rXE=Y2BdfvqG8U$3} zM&pdqur@mU7m!F;10cb!=-i&@3NWk4iL7F4Y^GR==3AY@xIcL(gKotP7<=cAYzzUL zGH<#^<+znfZ6-84X$1jS0ZOQE%)i#M#tuh#bVhV6)5=_{-^qBv}{VCFYxddoiKQFy5GqyTpO5SfVCXL*p>Uqs? zESig2?BItPTJwp#>L+G;kGA8o2OkjRsxMS<{Vslqti^nFQr)se(xz69O1rfwjG=Y- ztfAL~wE~D{Gg7ZCEU;>H@5ZA`IcBszMPj4D2dmtJ6(zWM52r(&2zhWvr z@Y>DMwvp!EjYbSfkzOTvkWqTl!-So?RVUj3%{(3vj$jshNwfaFI~+yr zbI#o`TQ?vs0;_%VovRu%UDZF16WTu6+Fet(QdpZQAbj}_4n$8lT$SJNrX|{`OdB4? zCwpDY=0WL~IjfAEUTuCy&k6T^8%}6AR++fxzUZezvMxf4jQ_$9rMIb1xCoSu`m?M{ zZj!)^NT`qe{w@%sIba<0RhvH!t0hw}6w8ZQE?T&v8V3KBB%+cJZiTheRwI?pOIbFy zARu*@&bRp9ppqasTWGjDNUIwIlEq$*{>H6JUI~Rd=QyA*_(SPYVf8*{=qQl0&SP%W zyBdD1JNP^WOX4dlj0yRXD5O?YIn*K+Wt5ic`*Vf!1fmF`N$PI~BbXzMI}P`{5*KfP z%w&UY0w5yXPWk)|h5B={$z2Ul2g%wF+zMu^6uNSFCFt;wAuCjv&<{sO0dlFW^!-DZ z&r28Hn-NeQKW7xqbWar2Hv$bxp+EvtUJpPUo7-p%+we{af-u9xHp_?mPl9qcBZT&~ zEwcbW?((~3gLAAOq>t1+{CL^@uy7-PgCUkBGz`7Js-lk$u-jy>6rSNj5DKVq51sGE zSqm<9*2{Xt>9sLdv2O9I>UG7Fl78N1jP+O^WZbC-?tVM<$|5aBr1pRiNqGbJ+pG7O zQZ{({xb67(I3K4Iv#&J8%ve@N^eLrP-c6H#MI+MA-Px+yLn{9qqhD&!2YvvY6+&%E z49hXwdz17*VlHrVQa#T4*vCc!SP!WZU2R`+)roum*z4IjcdZ##aOm1?fMg)~A|ADe zdtI_=th_Ar9z=1@m^;y;$6OeC89{~bI`=<8DqhAhIFfR7fk*x^4NY?78ktvwrx}@ylHu=_vvu5l|#1h zsvh{D3nD`djc?0j%MvfTYZ7=j$`IOT&~tI(=D^C7;W|CHFZnH%+Vl@6g@0!FjZ;Ir zrj!+;iyrOJBc67UO*Mn+MaPm|l^ufqJ{+a&jan+~S{&F{P1YI9svn}iK4LuDwNTgX zpCD2wSCiJE(h+P{xkH4=0ti6mZz)D-b<<~X2gqtD?!Oq`=8oz{Yj()32`X%o$ zQs|c`2SJu@p;=2R)3asfMt7t^X_FX|YP}rJE5IXu(F;f7qMPpAHsS%&TYOl;xhcTzw=c zSE|JoX~O=Jp~P}J2{q;B=C(K*UbNP-;dsmhc z3U)}*`}fb^NUqba%9SX<>6@6O1sYWTSLCpZQTGuBOX6$Yf*pNB4l-Tp5_3*O{pT2j z6E{n3^nn{;SIDy6&;!ytEYDm*7q-<_x>4$QE@>mEwP<~`6^!OoJD z8Dpjq3ZZ%ftx`RR?>4pKs|zdry*HH4xA;uQQ&SJ`2?O9@)nf1cw8v_>ASq%4D|LdC zPaX!$qv;Ql(X%fCa>97yY+{}X_GbTM0r7qqdX&vG(Ae#Yb&;Gx(l{Z3vJPOtzxm;L z`yA7~NO^`#sV`BlVy9+@irn;u%9FzXh=3cZDJbb)09x(^HRj|>eWBT}`AQ=; zI5yT^m5to4`9mcP%IKgH#_nu1RzCYAu|oL(>TaOjTX0WpVm*}S<8L$*}PGn;~DZ~he>G9hB*iwo2-o}feD1fGyPMdQyR z4LXvxOh25d9?lspwcfOcCGCuNkYl#%jpvJQP311#-Qg?C8Rjb*)&f9^D{4gToy>R2 z#;r97W52%uUJ7#$vP*tLs#pCMM=e3miRy2`cTU}(ferK3$cmp{c`S($9ontb%QQL7b3qUPzJqSn;%NJ`R}de z+7*tfk)me(&fY5fLJZdoJ7aY zIR$q)4({ZSbCHN15ls5pVqbrmxQh;W-*)HJhH-su5hJx-5nI=VV5T_Z6P}SUIuYz2 z?$_eQ`X<=QdzDq`!@^fdiGOc)4aTF4GP3IjAm%m?V4@z;tL9!?1@3_jqjs^Q_RF73 zli0f3f@$DH)NmrutHZ9Ij6GdeUR71KR3)*)-->&mgv+`A#cT>NC*nE~r`v>fKXvNnc_EJ#^f1SKJxn2bp{ zkszE%`6*|>{LyG%^@zt)%M5_fopH3tkouYd&mrOtyhGyYQkjHtTE`69`|BrfKMXza zAKwoHA#Y{@Z+?(;R+ertW8AL@)%R!&HKbJJvh(-4qc`5oZYMlLMRD%Dc6)W@Zx2nx z{o$=o9n`E7)~`)5C2uKmLhJ-)1iFoz7IPT>y1R(`09N0Q{&vUC|LkGopV`aR_G)<6<^HvpOMouYSy$CvTwU? z&m5y2Z-(*Noda;!1usQ{zc#z&bqT8?XNCUKP5lBO@!N%#!JEA_lCu7gkq=?e=+>ZY zEwmUU?Q12=ZIYkab%BTCPCF05kIyjL*$;}IBu9sno9R&7_RHygRTS z*JtGg66iE&>UzSp$eF`+c#X#nDQ0F%OG{<*fYFF-vKiuNl&A-MV*tBdc*NnL8d3Qg^Jm>;zjd#T$qh*D-~Zr^tW`%NX4Yiv#t=B zNP;$ai*2Je{aTesV+`NbK@d#X@DKL{E8&_+R zH6hlRJ`;s_4g%i(An6|)6AP_c0pm7H zDl03a?nwaeE(+OC5Ns99%Z96M>?6^(U5v3&ZgzR*DC=OnU@9Lk=XxFycLGK&jgZ(k z6{M#R_P7+=P0gGRzoOn5xp*{bOn&l?SmhxQr-O!zZXWoO>Qs@r;KfOUF5&w9dKxG` zwm1*j{rhHu@{Uo1vwSBIRVC)FLk}AiJm<5!0l=fugFYPBAz5r^hNJ5L{6ucuqzt5I|IY;=w;aEtI+VV z0kC++x+noc4NGf6FN}u#H!^{y&TS{y7uzacUI6dlIG}PoR7>Lv+JJ3y?c4K~y*Aea}3!eGC-D z&eQ^aq0w@82pLcMn}FbtTd3-z5uDep9>>bJA<_l=fKFJf5T zKfP;qgpCzxn=Xj>JrHJnxezKs6Zg}J-ltnDo-dEPGpTlwP5T%7qzOIJa~%p+0>tzg zv98L+DB{{iHBwLxC>d4(NMr@ZGEohY zG@e9SEU6*S5l-`fwvG6d>?Ax3Bk$V>F}owt>Pq?N1nDe;2Q&djCXyaAKl{bFELu9LX8|wGe}2+c7fcweZ=!M5J3cm)*bce zZpFBVbuAN8F~?K2(tBurMQ^a78X-fRATWLny|B3GJ2MzJdHKF?@c()dKwF(f=w|jq zz9km^b4VH~Bv3ioUUD_XTXJUbE=$?mQ%DapV8!^AT9!f9^rwk4 z56DyhwhH_-CqV2WPAX96qsl?rxEw~qsc|rA;O;Ed51Pc_e*ci%atAN}G`p_Mt}0uM;0S^g;J@Unof39+@nFnwI@TTK=^J!clD?=Y3#y3 zcG)`8I@~+q-*R;}-=!0sM0%(I6oUlY^cxd$XlEw6csDU<*F@ROC4a!15m7 z;Iiyeh?7vvf(Z%W=8Go<&T2;`ZTfbnd;R>St4?zPxxE2*QNQ(_P`A7_=|EzxBe>So zX=CAxQ^wu7Ve^ibjnoFfkPEOW}Tni zElY$%bV3@)d|C=#0U~^Slp_;eKGf0DY^&V73PNIF-w?(5%9K5RkTBW#r>0q2b1!2- zD)Dq{k^nJ+{k!AuVKCkBodaA>e`d`s2p}MY8Q2OWWM)9|>8eB{g=%9`GW#`-755)`323G@K7-=$FoqTEV96^ZZVK0EC$AhjF0J0@cPNGZ= zpCy28LGUi{BU(cQ%(oZ0^+QLkB2wwgI24+A|Q|2YUo>WOLB>ez? zAFynQGA0<GPI1Rhv_BEi}yg6F(R))&SnL!m|^T#V0c^^QT728JsJ|SX{A>&i(W8ALhlsq z6vo~Bt52bxxpJ&+tDD${L* z{9`vvb?2`tzv`eNT{#bWk^{wnK#EK4@9)2e^p*e*P&^z0iR$Ut|E|=Ew6$Ln4Tk}) z(j`FpmlwbXRZ4f&B-o!)R8-y_NlRtve{w-o=;v+p2 z1DN_FDXG|T2Xv%+^@D_vR4O&(Z=ZKW*!IdcvpmiD*r{Uq9ZrC9EGFn9$U21hBkqP9 zZ-0y{@n&?MzlwMs!u_RWUy;&eqyR$mS@Rdj**r}_DvqRB)MkWzKpi}ozZ&dx7!sUF zD*-Z|X$a;iQBaG1Eh+=u9cwUi--D;6B9%yEsni!o$4z^Nj^MBJ5m)^NBJrEpwhqC# z8=R6}7O;G|4%6K&{;Ul)(LD)QMDHxAWGu83pz=?JVSxSy;Bt zAxC&6gU|<5Ei9pnt3p{(HB6c4phg`TI6qqChlI6|;IC<1JuYEVX7Zs$^t_?WXDo~l z5Ld0;yL8}g6{+R&Vo+ZHbhc%57A43 ztjNf@ey?1!EAe`t!=C@e#S@4TgulKlKs2QBJKL{8>vS2&0tzVomr1Q9S2d|}juOiV zv(6zA)o@yskjc7iCWRgw1=}&5<}J`H33F_jTBtq_*mK{tx)mV#y-;1SYf+U_t3e0R zvtv(cz^(QW*_QDO{kq8Ltk8#9URu#n>YnmMJoiCRf+VHDes;zKS&lxNS`Zr}N%-4C zH5L5l_atwPYP_=tQ$V9GqdHwXLBno42O`RnDk1=2FTmExz>MutM&0nuG1Huh91GJ? z29Pm9l6xY%+$f4&%Wt-V%Etmc_Q2Ao=_@Bi|9t;oRdEy6Ll)oz8-b+~wI!~MqH%Q< z+Jl`SZc4QVpCN%yuzVpZ?TdBnND@sS9`;Lg23&yK$HJc2mkg(Ss@Zd)5um+BlX4AZ!@hxGs5Z3Y`t!+Gy! zM@PVrKMgx;(*xIwQKQRwhHunqu(&#=^+ugz->w?Wmbhw z$%(pe`TzTkIKBWUhuLPPx$Bk+g{fNsG%4`Fv#PcO4OA#U#z=d9|5*a$E!3#D+;aO` zWB?IBe&YXRrId@8yG<$mfwnTx zop!-Y&N=CwXZcTkBm@l+aIMG==YhQd+5JIf52G$^i;C8rlRn^)3n;$VB(#pb^l>en zB7aj|aifT#JTAA}u$p`kFZt93vdLVsJ|1g?zLw|0iT*zM;o0&u-?GsiJ?6F^5a2I1 zSG^hs1lRK!WEOXA(oo!CI~Qzfd@x6Vf3%~4+_CJa!DC^&Ljyqq;jw?V7R&FRP7!`! z3?Aoz2AX>|lXPs810BGdF(H>w0Gj#GvnvTa-~c~o6DG#bKONbhgShQA=)oGk{GNIP eyKn>+aKv`}lSaS1(qACpA6iOLGUtKb+y4jQa$-LK literal 0 HcmV?d00001 diff --git a/static/logo_mini.png b/static/logo_mini.png new file mode 100644 index 0000000000000000000000000000000000000000..e9ffc38bfec1bd19d74efa891eb2f9ef9d9630ec GIT binary patch literal 2986 zcmV;b3sv-qP)pF8FWQhbW?9;ba!ELWdL_~cP?peYja~^aAhuUa%Y?FJQ@H13pYtb zK~!jg)meLNTUQ^RQ*(WFhfwOP}yEgS39!n94>G*uv&I*B1P2~8TH zNg#nhNH7V;U>YzqIy8Z%3BfeRUUZ!{_Fid|wlry)Hgz6NoY?XEaj&1(_wYyS)X9=2 z0rw9+>HKkj=bZ2R?$76(-?0r`2OK{)^V3g;r+$AuxLLIcIp=J8A^DBTVB!$x++1yb zad|*dlm^Z@w^%H}jSz9pUDJX1!Ej8Oo(m`I)slv(K=k0mTv%;%S_h3rqi-X8vMhTf zNg^T&RK`D(;lYawPe2rJ+z2@U6bc2;KTl6S^ZN0zR|;wg8s~WD%1pPrrm4d)Ounas;( zvw3zsylJ`62LMxn_<=-18L-=>A)q3|L%zTx>1>_=z@Qg5bIx_^Aznxp5BkF?%UmR7 zT5U`qDw~2aS$A$G`oMZPIp;cqo^1wzbT&^zzQ7~pK6Yh*aUmfeEC-uhHUU8QddR1P z@h<=XV}#x|_wijlO}}&7rIfqYlH9kw{YSTKZF$Nj8H)fgACz=S3Cd!783G7 z&be{Xa5$#yn~$Wd0KkY)RJGK^Ty$VP%t}G+27q0gn_g^fGcZwd@i!Lq;UX1t<{8Z zQpqjE`F;R@T8o@9o^x1D*wO8I>BaZX{6)zXC=g2>U<56i&KkvFY{!>x-Tt)(r?to! z%dW@pWFWquG0N6jO^Bv4C}|vHmm;47aFhW+I-Bn)53VsA5-BC8kESwrbI#X1jv5^` zMAc|?1-F##%KF+y5n#$arRC0Q&S)VM& z%N`j36jZIQ+#w3&S2bSi4<{Y7p~PKl3GCd`{5zvgNH#fZM9HM*L_lRT>IHOpU2#!l z=3U(lPp!o_8%o^e4<{WZjo0b~ws@kHJzhQ~xVAWf2`mASR?;{|rWPJuOMr-?n_KH2 z8<`3n*wNYetWFd_L?9yQL;*XyTMzqY!vpONwLdnQOw()ejZ7^(dU<(rjTl?ZaM>dR z08wD^#SV=N29f*#;G2u>n+(S9T}z~|&HcQ?Vmj+}+I_d((EbZiATS2(-O~Eo7FX>j zHD*(>zsviXGP@j;!T7ztx!67cFo=Smh!&6CvPT90lF={;06Kx8tEot@)Wurs>$orNh~L zkpQ6CZCmK_IuxC7*|XJToLDs6(O^3X0L799u4(eAi-CK}M6=;!{n1lXM>yy1YYB4B z4MP+DFTHkR^zour0uk`m>9NNKeKTL;oJ(uWbss%7b!0Z2tS`q-T@2jAHBBy-E-!^P zPt7R+V6mifcRH{3)<}8~0fXanckbzHc})0EFY|+ij8|dCniYKUXO1>S%C2b?m~Wzi`fl{*LCaCgjXrAVgc7ws&KxoTszV z_2(-uX*qdu?z?9u0^g0MGKNZ>o4UN8YMQ3|_hfL%O|7rZ{Q=E{r-3jV|jSx3|^*>cjI>A4O!PZEH)z(``=Y2k)I5KO9V? z-2hN$HK%uPYX9~^Dz$TLF7&WNGN*6fvbFcj^ri3k!^wwc!U^Yc?%o#n=_Ys0>32>} zd|l&Lm%UCDaQ`iR_YvoujtreYHg+j=bLB*nLC5bL==q61n!Mx0`PrM769Yh(*Xi5d z>3Qz$;jy2q8V4glTV-nz0k>}Mde-NU9q`RZSG>ON>}fjDTxWml$k2r!mN#D+TUy=6 z?;O~?hY=Cq-P!!G%WlpR1Io>6Ht=SbZ7?BcyDQ_BZ6X-$3dGW#9Uj*p5x}vuXjHaN zk84E96buu=XxD0dNhPeZ^-+v2%+Lv#Iuo;us{a%{=BW-hXp zKrGcx6|bRc8hpWMpD!5gvs+BuZZ-wXM%~G}8mV9q1w&EOjOko{V6)fz%*BP!U6mW9 zj8?bvZ=sm-l}>NnaUEm1yjsd<3I%<>Q0hKCIkzVvXBQPKwFB`)`_}e`762<7_Sh^( z>+I6SWHz^DrA#F=SxRQIUI5<8IAeq!ulsPV#f+G&ESY0A=ul_27~ecGcB{6^j=Wlc zm!i%lUG&&2M=N7X3=>gGQI!39L3njM5Z<{`wpIcMhn&yp^`gLuEnQ}k!GKgYCv)&s zjV%Wwpu536xMy3>eMFR6)i3}^k`&;af3Cq{dvq!keQZ9KXi!Vq@?lHhv`Phcjb%Qa z%M#JjK8r~Z}lLLAXl^7_a6NI=y6hm&i^r1yzPUG=4|W%$a(cdoQ+;^XlPZxH+J`)dHE zqT&7ht?l0f@b|TN)pF07*qoM6N<$g4k-w5&!@I literal 0 HcmV?d00001 diff --git a/static/report_align_bxstats.png b/static/report_align_bxstats.png new file mode 100644 index 0000000000000000000000000000000000000000..c869d6713d19f2827152699860a4edbee116d7f8 GIT binary patch literal 144485 zcmcG#bx@q!(=G}G0t8EN2@*88y9IX$f#9ye-3Jd4Jh($}celZPaCdi|K?gnT-`@K> z-yi4HIk)b;tLm+(>RR*m>R$5p^YrS_uZmJ=?+D+)z`&r%NQ-}ifq^%Lfq@%GdiyFF zY4<*P{Xw>u)^vh_LGS(RflZ)CCxU??gOL#zQFYflSv3b>@2>TO*KL=~rui-2i_%<` zNPnO&BIAk*FcPaKjULde@>?~Qkobb#8y1GpO7@xYijeI0Z+K}@X(cYxTK>y6B!gc> z2$3}7lgAIxi+~g_%V&0er&Gb&M8yox`>G5&KFiz&+f zXwq@W?nr1@SoiWWk-ok@CMM>=MD`o5wDQRn@qe0+Om+k!npn!tj!7buuI$&Z?`dgi z-90?2ZCCl`D)p7-D|C_3(cgByz9DTic-GQ}gZp3o`riUB==oev25U@57OD*2c-@?A z1{2x-si}#b*Z0j>SkTa6!h?l{g-1j*Zd}G0{PlMmWK~fjz(Bu^=e6H}DOD@)9vBE| zuvx|=B9fDpefMffnO=J;qjtkYsX8+p930`e=s!cG$)5#twKjeK>_Xi_wS$QG5_(=c77%siR$<7F` zmCqFa{ACL6Do6icU*i7xD*2D*JcQ5j|A;?Wz`is6M=Y-8Cra>t?Ec~_nsP)8fcBeP z7qbvW$E@#An-A%%>83k|K1ZOqZK=m-p}2R>ECzZ}4HFA&+fox(O$uFEe~0LVk4%{7dkFjG_am3^$9 zK#o(u`{eI>flXJSs5`EYAu=9wo?O-n=Fu_T&|J^=*08zm?CT6mU7JxZ1=Av?U+kFh zr^6@2j%^Zccj6GVi&3h#BmGBC<(!8@QI80NDr3fnZ#&2ur#;fwX&xuC7XFaA2xXny z3?yGZeAu+03H#6T<;dM@7p~wP9E&899sw2B&2=*8Py{OS#^imGd)k({WJfy2{W1h( zvn(mK4{_e;&GwezIXXLM!OL$|uXQxWMM!x2ya{$Du_qVQS}a<-79?dJFIX})-E6aQ zAIKU+pczn3Z}3;(ui^Q+3GYSUf<~aY&ZGTwVhLGjvc@?Knw?SQEpkXPKrR?Ks7`-> zdAXXzZZ3EnwuSG!`6c%0I7GsY5Oi3N0(BoXdl#!n7A)G3ch+AykFR+6!S&!Rdsq~W zIB|;7bX(N`b=>=^42UciIrRF;EU{*D`n*WyP-OLHbf*QAfNu|;{9R*>(X84H?(7EE zY?ON^CiwDOdJw-xyC*#_B7M;%GEMRMd&MK{D0LU6G_?xD{bx+e_JCiCXQQD{amc*! zu*u&a7OITU_-~TF?vqLl91s!;HJhmIS6fKX@k8i~YTw3AI3WeLN|F#qrzBt}rHZ5e zkW=+z-jLEs66qx-w81Xl-5w7+;C+_oyMr_1O%s0k)lU4}wWxd2REvA*s`WWgE1^oT z^fy~bP_j_ZA!${}Y})NN9lda0h)lYV5zz^5RI9hH40Rfpwdw7%QHk!_PihQr8R_GXF=nGg(}wRr#IfcA{$-CzVuf(FNpOeC$mz zg*gmBjU!^{zBA3jme|))lcj{cn&M4LDQNv+IlLQB&}9h1)-GssAX=?fkT(;Errt^K zSHwm9Yh3utDeLIvz6^Bsn!R|XIhJ_ry)}tjKEnEM_az#fTH(w6?70h)h_)iBCtr}P zE1>b$)R}HHJX?q+9KSsz*WVyBLJjhXmFv;R7w+n;REcA#q%KVR(Sk`nKCK!x zbfsMiYvbu&>X7SUBdrXMU@#WbR^8a|n^U8yVTDKj^!|meQ1_7Qopd>7;}zOdaBWjD zXU~C8zXr9A2kpMIW3?&N44n|hWhalxEW}P<^2zvPQWUY|@&=D$(+1pIaqbla+jovP z#{G>nhhNE5#%1kWZ^U_Tsv8$N8P*4YVbV*D7*E9f6A}_*=ryb5GPW)}$k50qGqoz? zZCFgDX20-pVgH5H)yKP0&l1cKhc443$2H_~mQr1*Zme2MZegGH;F<-I2ohg}?eRmY zZ^^`VwedFLK$=zhAodqle~10dFD6}VK*iB~^iBrT@zA4oI!h|=z+XNFjyL=HrZ1zMU(H(6-$T*(24>d|d$}#%??-h6jJ&WWU$iBZ zjg|4TG1qd%MW%d8=h!pqN4HW+8#}EsIVHcHAnh$1{?y77>}n%WfTX~}lN={!(0cRJ z!{1FDG4|;uPDMvSCNxM5ob3(^tj@5IL+3S(yiLLTpnE?_l_T^F36CJJYKf)8>P*@= z(8vh@_~fgMSIVE`$r$O7=_T{fkJ!5-U~R4cP+apD@9%rRHE-`eeOb0z`}0;mgtW{joADqUBA8&$%m>jk2i9D`2M|`~{pWNY%-Z4c9LA5g)*D>5Ks(cr=dPEe zJVk$57xs_0^-~VXEhFq8M zP7WWrSKll%Ka2m}ADo>;ttt}EQa(Cj#S>+;bz+tAEmHBS=)iX&p@-@cXwM5a1D>~L zUt3Ozgg{kBJf%ftC}hnqLv?(QXDRDTcGTkeS5&kU?~+x`3aaNj==X0Ts5;+?Q%`eQ zQZ>(TS1hzge)QrVJI0avgMbuOsKA1ckS0SPQ7~_DihPX#*gj)N75sFy5{)PZF|i(N#(}{@tnNcPB{lS0 zJ9pZa8u1TrRr_0Q)RK=b3s~q+lZ>u#r?c4Kp}*gsPzyF*WuU0=K;?$4#Y^&)4}+wC2-iO$}&-N>U@&6B_;FaSa_s4Fx|qgp*4FwI^WK zsB3FKnp8q{HhHFyq@z#v$8d_2UhGK)U+0Z!_+6bd(mtAE=Pmbb8iKz5y4b^Nukxnf zguST1+C?f49kGU}Xtd8yc$QK+`@6STGk?VVsaSq~xfP+ak_QdH`{h+_5Km+Gl=yRm z^|fXExd{{(MNpEG%kxE6jCz+piR9r5Sk4Q6bhu(%?5jENFcsVQasP4PA{ze-{(Z)R2D`#cq=*L1{Faub1~Y4$Smv;Pqg8 zX;&9oxQ6CZ(B!@w#SF@ktM5pIK2UrM$y^2*U7HMc?MshA|CW-0U&1g%78RYjGB^yv zcfyKBN&tnT&(||2oO8{wUaX+}ApOx-wjkOymM&)89%`K>zk#8xS;K-hP4Bnxsc?cZ z&*5%E%)W?N$^lt1C#vO;i$3hLD`MP7qb^KrB|zs}Hn!n|rOP`~LrBfQM7}ZVvD*GO zv)(R;Q*IQlG*ayEDpmn*+X|flf}K$we z(pCPjGRi_%S+}wc4NE87Gx$n~F>?*(Oh65QEiYb$*TqW1UZRq_ICDbdGO1?$W-P~P zd*<{rZU8^=`4ujpXK9+#@J*=`{UI^IWB5R%!2PTTS63OOm%5M(PCnq_P|aR#qiAg) zNmz^5So*=(r!u_t0!HFfwZaX44ZN$#oyYZgJa`aOvK1b&xRmX}LJ+^zMSUChZz$!P zT44L#Cn@!aur06$=?YHAbmxSgwGaUKMqe(`KYL)WWmD}ynYcVrc68#>D^OCr9obV7E&T}~07-hO}t0bqr z4cNXD0rv+^J>uti9QfW1XF{)Tyxbqd?BpC}ItDgtl z=t^H9SeanjSU)TRbMv0PxhlTZIEF=+g>%+WWCY&Un0==;V@;{-tFSIbxVm?j?(GI2Do8EQ=|W!ldqyRt#IBvHVgIk%|>DlrNx zRp?YWj8ZrW|FJb$v?MU+)0z$$D`e#q2?ksQjs-an4{T5uYRU5A0P?yy&O0C zrmN>qMYe(Qh@O_Pu_Jy2VW_ikidg;|a!<+o)OYlNt1;(|VI1U=syC*;z}blOic7rz zx>6O1){#mKcZPsS_@A zV;y+*7ds1HDYS7m5P5F_&HGxNq-|!SofJNSva-%y9BGqp@7{RMg-A-Ve_p&IxNOku;^?CJbtVEw)Ko*Sk4U(1wJaKb&9lWdA9f3=ktS$)gIQ%z8aAdb43#%H&4F}_ztOO-d$o>l zd*Yc-aSi;$Lu<#n?%RYlO`jYU7=mRSbhL%4Rz94E$^0m~%x+@O)&VlH9C|$D=fc)P zE`CbH;3i1En=l*nK)qV(OrozTDxu5m)&T{0$K<8E%I50PD<}z*3E&S5+ugZ06HQlP z#tXz}mlN4$%M8t(-x-<{aN^9)Fuo+`{JudItVP*X0M#}+(GYPhA)*KCEZ*XTe1bH*HARL-*R!@j}_qQ=vqB_JeAp^}B(V5?-Mr)J!z zTj20paHGYeEdfm*f%al-L*Ocuse9Qi*SzwKGUO>!+W}h25;j-8kw*76ida;Xy+7q| zEs)!*5k+F(nioa58EIVts)V<};7cbiCMnuoGs;QBOjm#A&C`1p>z(4OUoefFeqZ!a z3J$xk^*x6rpM6<%^G`I=qSTYHx3CBQ^Ktzp&3@;#qPMifYX9{UeG&ll5X>#4XHegm zGksV%nI9_k8RjA?dwr0-D!*bcBsy{1{vpz z9GL!xx{F%(JqJ_$%M|j8>feX|t?pMHOc2}OmXMP(e#wsbM=Xu<^}msi*u(#b|6g_Q zC6c&gj}DZAeFs$Zk(gJk@%c$0Jt@bJjVM5>b`74!e*Z zIi-ue)HgGCb>=5eam{~vvSl63!8d60RaNuhpjIIJF45ZFqIw5a>s%)$YkV3>)9c`7 zNnXPz35&r?-tj;7iyR~wjaY@t5_i9Roz@YEtBF%eLXY*2MG}>K(-*D6iyWlvhdW4i zO4dG=@LK4NeFUc6pk8vt8ye;IEVMRTscN^m0{eFx0g4J$!nl9~*J}>yXruuK&C#*} zJyVOQH(OGU4`S*Q{7u0br1G0!gcP1PUiMHiH%GI_mzC4fM_<*XzFT%P$XwDQ>izgf zYL^>JmMJpx=ZqDo2$wBPZEEb)*b3i^#Ta;fR4Q6`M zbDayfw9`J)dr|7<;3Gjn8E;z> zejT)Vspl~USmY}r4{{kPA-uFA2}|h=!SE^8aTcq7_6YVp@RS=>li*y^euEhnCmq~? zO88rkETK_>c`5gIgad@&h2?8~*K18YqK3d^y%`~I1+ZX=6X@1p;?BVsZac*R zgc_o&oHfOa46Jvj+i?1YqmAngjjCiBL7v>4E@$U2cWym6p4(Vt)!4Tyj+b;y{?~cHF@qS_n`Ml2Zj;+jaaTIchn6ulgiS{PAlJkaqQrT z-L8c$uoNvcMwh6Shl1gHlp{G=4i3^LhG!Ypyx@}3Ny53+MB`$SYExCMb)>HS;tn^= zKQ)~XIS=WK+_VH^g*__HvBY{^ld)ETe@W`JLJxZQBz4mR&`{LunC)i`4L*@^z-O5q z87;_XN5oyD2vJ=f9fCZca7fyUQ2cRGU|FAD z9?0h#?!&m}oVN;S3c*u9zX<6!h4R7F!kKp?tngnW>jCz3hRxc$N{-%!bBsU_XFZyj zyo2Y>M)y+Kosu68GuP3zBHol~s>sd9|Jqw}kLkdtpLB>Zv0Dl5aaO7EpddgDr@fA% zDzGKeez%f5%WJ)osN|qb5HqmS054anwlKvVcgo>Fve22>9)z86B>OdWN}Lf>*4i0X zyCL2XALnGLDXu$*yd+m}M%|-opdmph)9Q*_SZv3xBvh+xd3-I_fDTu9tiv|BS0Nfi zGinG|Z=G?=wY#r3+L_CAhx!ia^HXjtqf=*jSBL#Gl3fPgZli`^)+HU|Y4gVL=e>1z z{&6L*$jH@~u8lwaSfo?E*LK%?s;>2?iu{5f$bH|=o9Sgali;ni2Z=Q5h-=f&@Y2!h za0c?*ruRn1?N?Rw_GV;>>HSI@9bfH=jI-TXhgsc_DMR+^C0W;eXxAZ`bG7YmbD4R zcgd=X3UGB|#)``Rpyt0M)M09Mjcqw2J4DIco-B@rK%x`eiK5n<{&4X$9pDI|0Dq$J za}AtfLFsGWJM5w9901~$ZJQ$TxDltQhcQUc&vaZ>)YXI?-*5}weV7F!F94o?3G6ih z-RpU?(t^#wE2G?ww?t6!I^^E@))aCxD2incZne`CCl<1{JNNuLgeRP_JhUFVnY2?3 z6llB#gLQICB*A6HTF%Pai4w});+dXM58GeQVR*PF`Ao+YW~YSxF6NS)EfY1Ef<|oT zK77$c-s@YN(8WKOIgbU@W5)e@i2$Crrh5P01<>uX;Ev9BSrxglQ=(ZnW)7gP@U@ys z=4Q|Ml!Q(rPetSV_MAlLX$elq=Z11l_!+L0PT@q%b`M&Zxv^+5?%*^fo0;Amyu?St zx!4RJk#`Hvqfhq0pb~uim5~rt07kQ+6iNrb! zIXRZh32|g}pJ>QhMv+cSmabe>j-A7F^W_@9$^gmBsSTey^fQsG87p_UQ_U5pt<77)*-Q5)tHi3UzQRSG z1KZ3~M`y2?JyWWt%g>78DdLvFX;_~9lXH5)uUT9my!^79#}CR6)!A3FRfg65)3s>{ zjgTXx=y$o+zN~LQxHpH>mY@|rj5CX1L!AivPULTMPY=W@mAJz-AN8o8&f5H8C)Ms< zu6FxrfF`~j4wR2wD1*X0P(vn2!}%Y!I(l>YwqOw)?S=0#BmLJx>5hwwS5dX!biN+a z+Cp*ON<26f_vZn&_ZiBMCC(S_XE_zH+W04hsWQfK^HdO$qeS18rs@SaTp(rwcBDMl zJostoV?ID#zIzP~mLt>#FrIrW_Wd!W)I@v7e*4wZkN#GBO*;)VVljTmdE7AeORyiQJ51L~32 zZ;5b-!#1Ur74@dg(gYNuez$QtpTg@z&8$Bi{WHeR>E$zj>DtRLM$@-nN7hD{S+_8e zI-UMAHv)TD1_Og*JANoEmPKVX8^`8d&L>7g^F*K7Qd^$OjUHAWQuH`8hmu^TD#wPh zx|^*&*}YU@&=|zqnoR@oF^z{cU#>B0tYAupbgDC#8isy05_W#Mqydf;A-KU>@V8q` zFG(6y0^#$RsN4Jh08TMo>yDM?&5pj2K~T()wSn5bHxRLufEXoPL!=nPkns#5_uGg!o7AET-7a=hnV+7}+1tU$r{^2f#Mkox7$Q~>ge#|dC7VSI2srFuVUV5CO{ z|8%W$MQY73X*#;f*0}ky#H7rOR&!lP)?8|QatRoa=EbQOa7TyC_w;skNYhO?U)%QB-i_C`fbX^`GC3`Ew7G4@ zm+X;VLcw(3^>vi>)Kik925>LrH4k*MDX`Zk++@0;BH*+AjiIUPy3OCq6KY^mvGv3Y zT?nSMzX0p&y$HDs36Z#aBaSt3H|=f_;NP*|jcGpCt}E+KNj$&LN~UaEPwAemR5v!D zF-@9I$89@@7xFe(qa=;C(prC}~hR9P0khO>#lKX5UgMffQNkzp;_{3f~z34uX zHP{#Y60x0|>6GHRlzk@pFU)?S0C=aJ$;BlkNH{y!?K3<5i*0wtX9c2}Ir;58Umo6g za+CaXqlFxTm!0|lD@Z@@f0G)UkTC21`(K>zK2dEv&>!ftnJkuKoRadd_#=@Zkn$fp zrr`d+p#}bTq(d7K#@)+U^PL`(EOAfBEox^WSQ-X3Y`%TqD&-uaI}r&0Um=|&$CqV| zs4#mgsFnLuK}?>Z6E3KzjU1U8J9hokU^t%IyT{OhiTe~CC<^ii1%jo|E?mN(QbNh<{Ja>~ZSIbo<^0Ah1 z!~xfCR};Fp65>mbt(5V>GUu)7T}Kk&t+kdm%H82^F-S*OI+8zj+BU13(_2i{X{s%K z5pdZZ2hvmz3yq9QS{e7=r{1pL#_896q2>JatZ|Y3P(SUlQ-%cE`rgK6N+@i?Pqt}& zmg&jq9bmNpJ`0qGetu(apj46S$xMOuyl<<&`;yxt2zWShUV9V>?_vh_py{>|MsN)J zoO9WFF{5z%X(~9#;MuVIuLAaS}fE-t7A|Dr&huC^;pxj!S`<8=d=@}Z-ZO6yzM(mSRVXxiAiyO!}ftm#dA zU;QNa70ZlH$_Z*r+s@Ln;*)RmxH$F#IjAJ1q0g&b=F8b}?Vr1)nYpC$K9wAUJQgdq ze;jkI^4g`$>v2xYS8^(t-+1jsCMmEt&T?u|L6_NvYd{L6W~uX8?6W$D9HZ1$lVw~< z3e5{`=MP5HEW@CLXnnIautdxuL_08_i0;o#xKxpwMz8Z-K_S*9g zYHw3DH;b1Q+J@2UbduwfShU0WYNONB&rpGT8z#wIQ^LMd_v>}6W(Y(s#s1i;jENN% z<>n6i-Z{ed6{(9FgaDn<8Ut#7r@s-Rq&^~o{V+ZdF7llDRChLu#;^8z{Vi|00q3L$ zL_IJSNy7RH(~WjmxQne&hWPgy`kHRcR3?jQWPlrSJOS*vbJc9E;21_<^~4RXtAo|3 z3yLiHS5B?=*NJz`)d@*JAEtaq?L$nfBL%wBb^ZRIzk&LUb(1Kh(dDE*d3>tRC8Ft3 zyt{k@D?|SH&wVLMEr6FD7v2e+JQs2_d|Cf%v)I-}FFqJ`e7}vb?c&B!WuL2yK6%0b zMJlWJQHJ-0Em+dapDNk)RE(CX%rALU$5qe#1oy&b)qgH35W9s)k!A|DO=~h&$;ujE z^<+6b_dAi6hyP|#Hz79Qil2i{9qc_u#w5s&ZddlR!A7oWHqWR>t3;6}D9Q&n;2}$N zK4R9o)QTs2@Z1EgQ1?8u4&729=fgac(A}RXrvbN~V1&{}yrv_Ts`u{+1MJul-i=}p z^JqS7!iiRTXYe|iv+ZtS!!hE*X`yX|y|j%YUaoHtE{C+$mb`_TZjOea&x7y6D;>R0 zM9uPD_vT*Y&F>TZ0r!V*k6=LWEU^aIprPjOyUa-u`7(dktfNMK*J$-F^L$P=B=j%Mq&&{}ZJ%5aaW+hTT%H4*Tl42cZe}v(^<8p;Bbc%+}{Q zM++Qnb$D*mO~rXli75RX%<8HSB~Z`kDe|>5y0F2Evku~uq6(td+tr`f>&x>puPs>U z%}7$PElP`2dI`6xYzgK!FE3c&pcT@P{c)9@S|5ycrY@f?rk^$F8|}1RSZ3{nE+%#y z7uactMG*5$Hm~RtQz+!hZYJ+VD0Fw_#i{anTWt8^`NZd1ufV$@Qmd61WrHY5yt9JY z{W8b`5To4H6#)4Qtkbu+A`gT`CaZm*EO7obW7$Q56{N1|;r%%<;h-1Z+K;M^XjPPb zA!d2Qaj`xl!3t#ox;ZWIIMLJAl!s~81E$BDQ8OCz{E5-wnWYU_H-UI*c1)@5oP$Jn z2GgKYr`EQ>J>1M?Z0T=xq(Wf`ocL;&E?E`GI$Qh#a{0B zEmqCmY9ui-{&)AENfHV;l*1PY99Jp3g&(-F?2@~06X$xD9;@oFRrO&>mhbP~E0n+I zy3eUHwiGcgiy3ZFW@dodxCa1TzCxgE+i}FUM4@ydDM{{@iTmApBtGV0I|yLxlG9P+ z(G8(H*z9^E ziVNiU>7w%76DEuGP^F!6bHd(sx5Qy<)0#d|Q20%IKabi<*gr{N%&Kx#X}o@%%`H6q z9%HxXll&9b2i)0`$N8p(Y5-Q~8?TR^>Pa%t{_(|$JuO@OEhP^<>SeZ(wEQF&_T4R9 z^5E5xvUnQ?pO^2pEfz4*Kt9}oR~EVYM8`JOp8d^fYx169B%>6uCNAN1Ynl1nx9zKL z*O@eL1^Fe%xl;^BwF`%j89)bA-a_U|ATYE>F81mZA$vG-j<>*CGO0V{}9Idt9L|K z+|Y(c5YG9M`h`mJ!?N3bjKJQ+@$@J;(3d9g`E~__%&PX*8M3=noKC9aQpSvp6_Qnot9lVGY0Ip;8+Y!dw^&zBejL!^V=+iB0j^NKH~4 zAr5ba*3UEb=kUzvmGOkE*-c{MuvVG@ujl>|OnGgkd2&vR|3c?Gf1z_8TmDVf0-aWP zdY1*ybXbMTXiq4@HcY< z)liJjc><-ffWaeHjN+*62_bx5hV>DfSrpWl7kA-BC`UuHDoP@xvr`{Sl7vU{lGK&! ze1%_$y{}>NM zMIt_Rvxcz!HFU(#e=zyrdEUUkg-HMVx}T4i{H8$YUfO?4qz5YJN^+81p&Zfv&nly+ z=0Z?4rNF;Tg`@S1%Ky65XyEZK_CEs{T<>dfIUXDw{L|9X0xl8`>gW(YU8>KuTL(r; zg%0X3REMyg>EH@Jyk}+}%^%|qI5U18I!(IyWIxod6VDfnaZcc;v~A&oNMX!0zv|={ zdUi1dB=Yjz83|nFDOI{-b-`hCOk(xAKL*q_ z2x9nnlG5D4B*#~#4YezIi)9jY$#4tzmy416dij_U&}X)%6sqGpx1Z1!M1=MXJ23Sm z^x&z`T<*=u0+u6pyQKQ3CMzc$qf$h=j+hrS>~RCPe41}YA-C`U@;{VRMMnqp>jMQ6 z64DQWBc)Ay9%%&y8vzaR=Pe%(ytSVtq=lD|E~k{|Ls21L^LG?E3ZVYTRDVtjj$2^| z-u7o{m<=4!)-DSC-}cV0c~Pg=OB!_z2g&p6n8|~FwMscQJ&Vna?B~$P^eYe|D2prj z@vv4yd)fe?veK$?qk=jQx)RzwC>Y&5daTUv(d*q&;^lUk3=AmT z#A0Y99@`4Q{V3@8&rQw27yOVO|5e)oj?tH4;nvltp3NU^gs*Ip8%WS}#ihP!Ia%1R#jrz=IpYb$z%hj5tC;+9`#LUmKK|kcP!2Nx?<3w(iHE@7SJJM0kS{^ z;5}e0K)t1~S?XI+1JGwF3L#fAGCR&9uDV|*VrFIney8p0NKH*WG<#Z*KY?^lRx%Qa4_cAH($W(n8n{8a)>Ctu*Cv_Dfz9d?`Rn37= z4YLTYJ|Eh-(&8~u(MKYws@)0aR}gwSsaeKU)B3cu zK(Q9bd=*T#&6jlf6c^`V?1iQWl+n5C42-bd=0(N&&tlUzN*%c8toSu}?({lO0g9Qu zI6_WMM^pSB9-C@my28=)%i0nz4|_Em<)z?<9jrP2u7xKq6(OXJrNi@!voyD9+euY3 zYc`p~<*3y(*KIcRDpTLj$U$j?_C(m$t0F(fZ5Mnp84Z3nj)%nD3iOOj(_lgtY0BIP zO_-AvEpH!^g|=tN9PJGHbLD>c-deAD z?{ikvcMQb4vH8~ShbpT|Yr11^s=?@Y_gK*~JU2In?w@iWu!GeUL-}HS$1*)Be_MnN zm|`cWXkdPE7Wd9HLyo3wx+Cig5oQKCCMu?dA4Bkx1@{>F z3GSXW$e(_`7exZw87;)^%6b2M|DrEMjPq-VgIS@V%y@Qi_~6!CsdbIM`2%h}U51mX z4x7c~(%z@WMIt!zt2Q35;0wt0XVYBR+Q*slm`ta_wkmrjiQwZTkDEQZd4;1XmTh9D zcBH-gdi!))lly~!G6;Xn031i6=Ah+$upbhOl6epl&o6r%5ra;mZt|;8k}wnL+YRh} zHnl=qSd@vpTvc5R(ecO8k)JtilkMNuR9Nx)Zl6fs-;!m!_d21Y(e>Yc|1$|#;DEfP z8Nau;ns)ZVe|Y1BfnZpM5%rGEqE@*~gSzg=Q2J=p#=O5nL7H+DM3o+!U*N4>v-{RN zX66c$sfFr@m+Oyw(@3H<3Aw3@iv0>&Lmx;f%BZL*{_@RV4x*IJ31OCC{S>Dnc>jDL znz*)lx9v#(wqL7KA{Rk*Mhc6*=npKy5<|W{y7pL~lj~1hTM^Ca+(+k4@{~-RJW*Q; zcVefkWDeyI$oW)q2}?WpJkgVDhb%)=>Ce|}zStm{*kqB&1K&QJvR^V*=1Rfpz_uwd zT$|6pO35iKr23r8MeV=@J@5)6X`c1G2SpS;S;Zq=5xR6KC9X9 zq?c{o?Hc^doFCq{(TPs_G2`RliOx^%kOl{CIhio(qicmQbtw!;1DLWvA#E&A#Km~@ zC6)zkFVPGh0Y2wV1f)rM_#CG7EI8oZ)>P(pa!ZRr)|cTQwas7Y4&Eb@Naft}g7lSS zw-R4;Jpo$}1AN1UectF!VF{x>vroQQMHsvNUF;^#j6v6}84=+dd(PqIX|^BWiZ+tk zP@$^36@A^JN(Kf$H{ZR%w(pU5qjP%>TK1yp4&Q@jD=;aak`v}gAeif zXCo+?^OPO@y%8`MRr=wjlE~XKXS2+(0wxKTzm;6ud+yA3i}l##;^X`nIiQY9St+OL z@?>|MCG9KvrYy)1mN*8=x7g#LGl+C%-dSk<O$9Kvkylcawu0nxJFF&jFVi#>f`mg65Cj}+3_XS4E+ps9(oZFjN_H4w{{HYE&S?H_l(f?NKKNl(PLROaZBf92-HbT+tFSqo)4RMJN(`DX_rWeIIgR$^ zG{@=0iTbZo%QP~4`V5=y=b1x!obyPiK_3;Qz+xla8u+$}vd+v=;NzK~j~*ocY_54- z6RdR(HTT_@^1%)sw)~#@_o>(6OTVAOaWdXNfBcqY!Oix248N{HpVie6BmE_a@pNZ; z+t-#D1-IN(zr}8mw_Wk-b8_Q~4u3E>?fiqSZon9pnWCgQhPkY#bQ%V7Em;Lp$+S3#a#J~ z?S}!nXOr^rt4(-#DaKiIN0?74xYDTgKcjI{H^iS_v$wy~z;bp+wMir{*o5%L(4e?Op|@?=gTS)M6- z;}m!JbO}4GP@)jbti}YY@@UIQFh6Fgv)-bXgC<9XgmBrHX`QN~4Cjq0|6|gN8;6?5 zpgEqOz8^W{@moRp;^=*rIjirvn6v*pbUW!#K0_d8=(53y{Q|8J_p!5Oc`}YESl6uY zZgvI9t7~%CikGO!4=IyGzbgW~O(5(;7k;z8Uk>*)tt$@&lRdxtTFJ{{j=4;FECO}1 zy+);$PX*;2j_`oDP=EoVX)yw0iaXNgO%?eR50ed>Eqp4o+<~(*oZxQDZtl?g zb+3!nti=<_%sp!_el-1gFM3le2KDVDlXl|$#J=K3GtQebrg5$~ey<~^gY$B;Z+R`w zYZ;)93@I|-d(BvC2oR&O)nl}?Jxhe#8>0jy8oGN3y^+UEy|h5#X^VXFCdXS6`YWSe zT=zNy%|Uj3|NJP?MlrQb=ND1qy-M>WCjn_>=!?zK{|84%7sFh5;u%`wdf&yh;xbnZ zw2W@W8GB}OTEcJ5908^Jd@;X`eqF%h_E-D7N?$W_br_SV$$Ya)`IIz2Mr~3e7y@ z?R%Hvr=70yI(GO90r7Lx?Pq3ln+U~aV;ovF;iw}Fs!jbS(JgXXiClE%Pb`uN>E4Fl z{n9n7Vt`C8dLtGC-G$J9Y3wRJT z25X7jNdZUt(bU{=nqwvJ*t3NuQxb_`Xti7GjFlE%txGvmAc0Y#`!_?>QvNLeDD}{t z2<9T0XLPAJ#5+6gKc+Z&DupacJ*LD9nI33+yWhep$N0+vkWZW4*qD<_K&nPt5>e;D z3eS(Qu8djTyB?p+)kt(|DAQ#fe~O6eDX|2wWQh;X=%A%MwZYB=@5rPPqu@$kd8vT> zBkmmdY8VnazqzG^jy!Sg-TkZ;=BZ`wA*vh<-<+vsHZy0Bk zwd_TfH{8#Vzu5tTWvUjt;|Tm+%&GY6$(ND(?=8=o#z&9<+qgUqPz-*+d5;|{K&Co# za%nj}9Z43-6On+12Q5ZgqDcaY{)47>g}Locgv zb7<~+UjbLGo7X|ZqSl4zb}JBhpPt+cp{u%<=3-d!T>lUt9Y9=MB169@H866DFNM|K zKQ0+2>cK+RsjDBr%JlceXGi{Hbx2$+%Ba?I=^=@p2jVZcQ#jp7vAkV=K&5TYa!Y#8=IoX7hClzBY_w4Ok_G-Y!t4CrLXM^-X938QEGM6L4 z`m0&;Tr+GG9(&Hy^sxwFN+~5#2FPmfBBs`1F&8VxnyF}~ZgoWo*nBgIv?&8t`!LyP zHRkR%9#@}mzax_spGJ;>4KCO=MFhL_KRm`d9BgoESCIL>9WWO*5{wRr2iL9?qP}>~ zBil;1Uiw}=pJyGe+G3}*-Ix>LPE|%@p)Io&jTrKsdZ<0++UcbZwtf+3nMW>=z|1j_e)@|nl$OTq4PJlv5hI0Unj z8mWK&6sNd)d3pWL;A!l({BJl%9C-g$YdVH|G+ScS#Hn(+R2wp1u7$^dDfA2t1Og50 z>=>Pf{~OrA5Q}KXt~rUq5TjDpKdJmxckfX_D5r!x&fmqDE;O9l$YzrGv%Zj=N-Bu` zorxgv{`HdlKcD}cxb;;Kl~}|w?q8k@VgJlz5ej7#{8v-J7<{7+(yat&r~e|OBJF!4 z0zSq5jj-Mc!TrzK|14$DwYr-A=Z`)eJw2jYLHN&~Uq;8q5V7EiU$@^U{*B6@(lauE z7k@qy6B7rQDh3r4kdKd#|JNsUK#l)v+h9Hg!DAKLZ}$A>IEm;``oC9rr`Y1#|IqdS zHu~eOAeJ}v1qTPmDdT?#4wMj#iHR|1!~O7IclIkUZ~BiPAL13OIWYg;#{06=!g*6a z`Mo`4WMu_DoBXBx{pY?U(*I$>`_cT5u>UgT|I=vO?F|MQneyw`4+T4jOaF_E62bqS zjQ5sPzccxG1_sWt{x^=JqvPNV#Zk)tPUixLY)VT}!~Xuu*#D43Vq~;^mltm=_pemE z%Lv<7!T*2sAKCxUlSp~{OaRz#>>A4hr0LQ0CJ2#zjr8v2rPA`{-Y3n&IwY!g(bxIK zhCA}{?ep;LN;|?0m2|tszI)@-zTzwNL(X@MBc#P1()LZw|E&1_CqkMl`FrUOtG032XhLlpt{r==SOP!1)d(!?&e$C5Sl^)O{Racongw{KEe%Qp- zi9wLKDh~Yvsyqf(wP9&UYc&9hfP1P+J(vyTPW=Y9Uh}{jtW4Xqyo0Qyc%~lo(dr5( zplrUR!`?=SMyJ&S&1ZDvc)7CnmcPXbRh%22HapMSDuv-^Nj!$m#1(J2Q5FQ&ZOOZt;HKLat|8t$QuCVEM4;lRB0PCB28Noky_GPP+ z^iVLxTr&js`cNmTOf!gq7keWliL=fL!zenv-)yMTnd*zL#5R$1`{r;%KOM6}_8esZ z%Ty$I#$8=))rReWGyu5koglmdU?~}dd`@C0aOyUuvzfvoaO>4oKd|KPS)`Q2kzhDzqdlq3Gloz3XMZ3PwT3b)Sjv>*7$G3=E5gIa|*n{y)i4WXb zXe^wnT3aNXCVC=p{R0USULV~mWHxWkYc);~66(u+P>9cgt&PE9jvD$wjlT&WTsz~Z z_NR4|4Znq^XIfHp$pRR!mte;9YwC$UxU|otabCKVsgoZddbbD(O^j0rt$Kt0s)0+Q z*j##J8&%5i<=(V?Mwl>Lv%?q0DpxPJROQMa;su&@2dq&xjRC+7goyhzYCYhjXD#yU zeiG|W8m_y$v#H9p2rA75)QS(j#EOT?#YM49`)wv2?^WQ%-IKs}-*k+#wK@heXn59! z?`Jb~+j|?OcljSyngV~Y`@~RdYi)+BN)HmR7rRb%`B^j-ryoc}Ak5x4FxreSd7txL z+0mi9zZ}-7QWQ}^iY_XMd=Hm?PZhIz`4?>AClCKKBIBh%{<>dU30H&|C39Omd#^Xw zc|dMw{vr*I7Bs|P?g|~6XdV-*{iN+nA>hMyjisp!$CpMlY+zQw>8ibhL$}c%x%Ceh ziG!5$EH?T)xT>W;#2=2>&X`jO?u0k8KK=NOm9Blux282)P}53V!NAbe_T+wT&((peuF@etlxI=Z%Dg(`&GO-nNt- z$xGvOQ93*W!|uWJ%C-oU1*#k2%Z!Wjo&9#&Lt}2pr1#>6rzrHW%0X{pQn<+ejrdlw z8PqpOC(l8d4y*4G;e-jrE4H6UCfd92^I)uncDZ6loN$#Imer$!#qAADg@;?36dE2m zqs6~u6q%H8Zs|vQ;)J>n4DA{n%r|jk@X~y5?QfJ>vQIfM4qM;T0bUT_k8>2>S_|F4 z5h_<~q+G6?4dNmdKrq(&XuIL6-DRhXvv-{F`Um*};}nkm8W<5N30L`)rs5BbZO>i5 z;t3LQ6+Tj?Oc^ox2DVP;KEZ?+`1bB@BrzYZV43@-$-U4K846W0G7dO(GhgrGO*d%z ztP<1}cg;L6dVe|2T-=^&VwJs0y?ov=<)B}Z-F4KVHoo?6H)>(tOD0#*yvs51f!EE{ zoT!QMhGEj_FAhJ<`-BmG!J~C?^7x?>!o_@gDZoseqsHZwvv8Mjyev3{+0}9|o(NoR zyUHuKXFix;VZt<{{*!cpa!XYzXXbeF@LePMUwYd|p9)lNB?=2uER4PKZzUup2)qU6Mi=T5m`H(go;UZu1r6{~TVaj9bS5#s zUK=@!F?^?-T~;!h1Q{=}f|&6>6>}`cJ#y7yFJX3}x_cgpdm!+O6w=&S+}f~~1yoiW z?W$5BRFmy5`*5Z~1lrr4H6kqM7YQ}K$}k!PoNrjAbUx!BrbTDl?LP0+J~l-JI{0m& zGq3bsszh*}&cXwp?!(nTBXc0+JdNTRmo5Yg65vnqK1OV)B5bw(grqw^j^u)S3qU*I z+JeD3y480-7fR;m>Iv7IcL3N?in%aIpZTA+I38TCvj(4mKK)i}#L>~Vt#<0=H;rc7 zRw===ZcmJ;Om!_B9m}v@WQ{wo<*vS6$(;gxGprzAK9(-SUygbbEGS;7fyX#MGkVGF zkId9crZ=KBFgX;P(5R(qn~gJZ(>~y;APuY)lc+8@$PIg)dFxLo|+=7CPK z(Hd}^<#2L9P)81>L>xyE1I$q0T-9Oynd!t}s9i>Q`nWTA->>qD3y8xb{>e3v2%BU^ zdd2pbxfI>WYI8(5it8=kIgB%vY@8Fy?1dioc~Zb=p_t*>ULEAr+kil28Fbz(pe~R{ zxlcH%Kc#@o;uR`$WxgTeLFXCnee>w->^YWFp0>zgg5R8;G|k_L8BgR%fndC+A)b1J z8`7#nbr)@IJaQDETs|4&yA31rkM-#5l(Dz3f>oOg9nGtnCTZl-rn zqqmWC)F1bBG#rCy={RUPT)zsiT;EkFP)=@PDy?>Wv#jI(Q}kBldx67VZ@@LTm6S%K zNL|n~Q9R_Lt%9>q8NZ*oFLmeB%jDvqYNXO|vS9hl?0d5bV{mk;m7yqA3Gs?sZrKb_ zVx55WRq! z#aUE1=cKX=b*kEZp4d;VxOQLAOrup8NrQI0{fowzRqVxwa&J9M1{$M6m)9$I-Dgqg zuuZK*?#yHk0BI{#e5IpMZdmOIUW~?9DUsG(qT3eM)pk2{^ z@#3>QzjO9E+RVeYD7+rF8~mU$bVJMjAmcupTh(jntfHo3))R)kfS!+pQ2A?>r%VA^ zz&PHI$;A%*Rb^sLv{}_U|4~M(G#c0*7E}4%nX%zlM*?kew6tye1X_Xf(a>Y&FT(`l zqlpjgiXH+to*Rz8tif4xH=%AT2XiB1?aIwpFSA6iQyX7f5Sr%+vpLp1-RfhG#&cDN z$NE*g+3jmvupVtM>2It?YJORl>dl=V7)#F9Q)PHmcZ4{)QCD`Pc&N9#C*`-8S?b(5 z4%g3%xNvhH#=|K=2dgPmuu~StohS9vKhKJ&jLZoG3EkcH`ZC3fGAoWNhMVivM%wxF zE6yG~=JL`*j_MCZl~XAxD)Y`!7CdHVo9_;vFImjm9+7a)RK@oB$}N9Q^QTKfWu`v&sO3sG(hE)% zYu_tx^_?HA6XIr9tyc=Am71Q%z3un6*TyOfb2=_scXUVE1|f3?!zL;LDOiTujdG%5 zxQVL&`av515#jgkeHuyMHjt#79Xa38e4*pJLpXxZo}T z7m2G_03uT?>YnXk5p$zKqoa!=zNXI!&huSoCAW*SDAVFg$W&pmcRQAO1XPMg2!go| zZa6&f`1nIyoj9h03T5H?u=n!Gtuz3RA!|Fsd<5CzSg^QG(sb)s2=BSGMDrUvSVWLF zifO^|4AXflIva^uj=#F)DD_%4KX9Y{dWZ@T1h1a$rMFcS(x)fQmZv>yt@-iEEe_J+ zluG$G()#@to>lsonbZZZW{q-%oWm(WG`=q;ADh&s?=y@VJ9)9{6vL6Ol#DKAc+cA+ z|9G%zuIganPS{lM0F_Z8HlOmkqzF(h_N&|(SC7?kc%5Y|K#X5wYxNgbL1bo?+g*XW zaK`8`Tdt(w2=d#6UUJ)j$Fts}xVN1VwBzpN)zzZvYa0=IMzCgNWULN7+&^+7659u8 zAQN0ZalzrJLt3iCjg+CQs-6(#AB;>E1B}mF*|q5%ySG(Ps&EY0Rv(fGeV41oyB*LV z2xU%%y;)8Z|M;`n6oqAQPHbAB_xL+i%-!Bh%T>?fvGb;gf?s3ImpAL)!sJwQg_hsO zY+v#$%73e7!-#IkULPyN-C5S#?hTp=zrl#Qz4t6G-H}K%xJ{T7*xsA=`20bX$>SlPTE>} zAbG)>$aB#}1ho^Q;OtH0LnS2RI;jJ0_$!QiqCk{ zmc*mMH74*i=DJQ-2PW}OdNc#>kRJZP7oQRNsmq;BBa$evVv~LwK!pxAVZV=nJoS|e znJ6U3g-*gJVzHDB2OP73#K7zE+sa$x#HiAT@fR_`rQ@=l^Yn~9}J8(=6o zL;XXG20X6X5NNC@BJuCuNq*=Kv`HC0_4jeoft4gfC8>{^j)1g*>%C~Av7#L2M)Fe3 zt*B7*yxU3hZ3~uP#h_{>EFVIph)Ae3i#k_>0WBU+E?7YNTAi z9&3Tj#}nPMe4`P)Fe&wKMp5tGvg21+6EI$mFQr2XO)TY0D7KTQ>do=HqnlEU9dmWF zG?Yv3(R4hX2g2*kEI6hi3qF7y5!9K#xb+5DL`s?w)lXK4F)rJf_x1qSO1Rh&3Py)E zrxHs@JBf=73@IX{cIwF*c~oeomzA0|VfRM)dK}*N*f{vcV!+(tzFN%OKU03U$&t0| zeiXy*cak26FTP4gpSt65XfrwSR;R`ptfyLxEIBT90RKj6uwEZUov-rw;{T5CslFLXA^PzoJa$HlJxmBz~j9^X|~ku=D`6VrnV z-c4Ck@pL7s4{?1XkpU!hWS%_ujp$Pzh*Ph$`e(Wj-3VMRv&a!UfBHZIq+7FOP#q9(nDaODf*W6Pczktw-_gr-ZzWhkd9Acw_>S%)8}L~6{oZU^11)F|NA!g_ zr&YiO3>saypnd_6~*@J(S zmK=*0%_JTXniiaz-9+dSy+tdKDx+xJXljaErVMkN>~A0)1BW0?Ks{LZx!%&4{Cbu~ zRX6hC$n0CCe3OB>X8NxL7Brv_0qyue`je3S58n^mvfRUS44|>n7rG65%6ThWK@fj8 zTA!d%SU~~Q?wf5#j4@2-1knn^mz12(1y{I~ECjjx%}gUw94p8gsINPi$o}hZSTf<8 zn$xitPQF#Af_)*oo1kXL-id6T((ayN)F_XrO1;SWDvy3?0fOaGBxB$P+PA@x6*og) zvlrG1U2s1|>!(AR^6HUTE|iZc_Gi!YpmC!{2LR{oTwA+$tW(ENE;oj0i#p?S#faEK z&|-%%mb?*ru8K1V;lo=vGW5S#00LdL3KZj{PtZo+_OUnov_+K%u=y_Hgr1bR3q#Esws=5k}^*i`?hmJn#xWCFO(O^l)-_Jxm zKRh9(Q_|;)Z^}m@SM`-!`C4Y-j}3HZ0N2ZyF`QEVI9VWTA!$r`pW>$~pG&`aCt<%i z*|m7q=YMb3R)+#Qcq}k@S&o~W0k~o@U08-iVT&T^Hk$o3;LD2>xghWs_LQUT(j(Wi z(gu<2yTm@VFhOLl?d(*X;@{TfPX9hrt_gluQz#D^5r);=O?>YsOwNsublf6>#V{KCU$^#FUt~YP~P@4oS91hW5R}aq4otseJm~6Yp zgFQoHrpi+ylWj*d_X8U*e|yxJZ)fCM_qVtd?PyHi$8B*_Q|li}P)2OH^kSy-i@OZr zO1di`ye^u^Midm@CH72L%K7gVQe5H2wIo{)7_X0D&UKtpurS_!vC#fxs2?Blw9~k8 z%Wa3?h)00~lTZKY_6k?_a*es6jWxR_z9Wxeoddm+4@aRGzf~kVZk^cPqVZUW(p36l z{x{fpiX%;gyGL{*xJ2ikE09uIat%aAD|ri@iun%aS^zn@#c8qfSjti--KJVC0R33u zuy<8PtQj?F!Mv)jCU8NG%YF+*E&*R)T&t_t-l;`(ZTx^B@9?q#5>e+Aw$<}z`BPhH zT`10?q%jbxE+xak^@j?NkD=}S<4!nRZ;1vyoKO5ZE{pQ{h?^%P%Vv@8wa-1GOStBy zn-AXct$R%UlyXbF&)e3O2yAOppdg>`V7{Yt>H?J*rjfvSxn3{5w3=97s)W|RvLz13 zX0csVUEX)m4^P$P&Yafx(wDQ~QC5r5-7be`xg&8utND}~sbMYb2Pu7TGzcO087Hn; zp9>dsCb>qZ+2!|$mJ|a#t)yFN$kg!kpUj`|QwkERyAAbul8IGUsJOdx_TmbVr8To3 zrvMRhzq(%sLpm1m>tQn*yB-D<==rQ&e-FXF20v?eqr! z;4otiMs6Ot7xiVaI})skKMX%sBQIvthiex$t1=yPer<5hH;zh_(K_n7b^X-*W@{$P zy^1$Sva-2$^5DXfCPd=CVIg7^F03N&lR5omP+c(3nbR$G&|@Lvxxo}V1Z2H8du%Vm zvX`x1-+^#8h1z(B@<|D5jDJ?d?$MfYv(^dVDo`RDBnjrgm|*bDgol^dO3tfkL7pgI)EYR~0LTNrnNA zb8`Z7CI?s?wb!2M)6(Q-KK#-XIpt#kkS@J6C9^%0X@Li`nTJ?n<=WU5Y$?p7*0w?! zYQWxgp22(*>bHLdDv^Sd(=t5_1VV0h+UHQGf7N?OO&E&|0+W$+#}_SAa`7I+e*-{V zk24>58&jsdZ)jR}r27X-Ux|-B+)Sjqsp)VO_Pp&yh+b2nTZ^XMwhSCSZMXL+Tpggt z{_eC3h5CMFWMn)!RWe`;y0>%pv}F|6-OrJ+Siuew32@+szA~;AF^cz#JTyG{33ojK zs(q`8?qTRRyiuJ>HT^1HF`8^OHk8~g1o1zav)2SvLSeF3Mh$ctL4!O!bxsd{F`His zv)ynQ_sO&&95vQ!q;QQ{!Wkglu!NdAS2<3eHj|eV<{c!PXz`DpbR^F}dj}$`BpdSI z1wNsZ<{}TI5`}=|%1)1*^i{t9JMu5}jhL|znI=P^cQtdmylEX?I93GuNsr6fc zdTR;R=g9@bbA0trj2%p}*;lI$)cCg}yk!nYV(DS|X_9}J%>U)qoAkeuhVNKc$p3p5 zP~!hM3;2JYFYH>h_xr~Yd;3qlg@~9~Zaj;20v&D?l#!8lxmQ6_~W2HR2V|K{#r?B<$m`7EbGRoRnl<|DALE zcaHJ>KZ(?PweZMDHtl%BEgn~|5hW?FL699#D)fBul3t#=#M_IQKPi4{C&pPC_iw&2 z)VE+3U+&9B^|n@~;ueq3`y?T+!RYr%lBe77m(BT+6rg;qX)eoy`%jp-R1S(2W5U*1gNHjKd7 zS8E@F8M!mME)|1cAGnb8kV9K2)?|I~SYl<7orBZJ(_SB32fW^(C$597_(88zM3Fd6 zk+djZ96XS`v2?nb&TyR4-eT2(x4MSIYN!Y8OKgU`p3ln9hsCYEb^(Qs2TG9aTf~&0 z_3d(h^v(g_w&WX`RhQ^1p5E#2d=?vppM>W(hz&`e(HP2cce$s8x;dABThFkV>44t2 zIiL73b=-_`xv49M8o(xtIQ)iS)u>B+uq!!l-6|->8>5uj^EPb2&=&bdjOn_m_9(kL z7N7(^000FTF1BgM&lo|COYo6e8l<~=Wm&hUh6R2GE(k0v>hZl8MkBY z+fg>^aVPnV!M`&{In(dk9_SwTPjENVe0q5=uknXNsY@SL02Uj3&Cah_OKetb!qCX3 zlU0{x?db6>8yauvI@_LCYYOtbeB#XBr#P8|X?kxck|lXYFPPHCKyOCi-B{6KQ$rn* zlib?^>yQG;G{34YdB)Y+;0~cc)pjkeZa4to#$tD(0EJ9AI>{Wtd6;$$uh>0!U#+GW z?C!C}H5&&T0lFZ=(I9kiK=JlK?wfJK&fLbT+IJnEr@VYImH8z?u+Itx(32U-;gC84 zu>0;@So6Z%e-AK&m(F!!_nKp|HzZjQ8_rH~PT~n^qc&TT>8RGdzHrf7AvsviHSWFFT82hX+$9aq#N!#kN2mzmGkzyU{3gBWWtvA zHmFoH+x1eDuM&8(;-YCTD4;8q^RZC;Hm*}4{G_0A%i6hP{vmLlbPVyV-fuOk7PsXCo+ z07dZgVHy8^Net&Zz!PAMUC-LFwYAJO`o@Pwnzr9NYv1}7PBuGL?HfU^a&?9m!<&_) z7T#s020M&BJV*OFJ7Stt_9O?HZrC5Lg?_>pZAUOR1=&tal7f-=J$e}dUpLEoIO)B6 zjKf6*^l3O*eM)8bay=^=HwNjnCu8TRo>)tcH&qrha3MaCpV4 z_jl9lHR(<2ZF7C1z8svH3#*4uvIKcFMZZUmlUL;fP6kX!hrxkt?8FrS4X1 zwkC$gQG1&uWc(Tip@S$-V>{l^Ei=lh!C6?anH%t4IY29dCNPV;Cu;CDzm)HXAA4=y z4d39hNgC%JU7&s5GaKGDJ%*4QtJN4Jp(y{>Q<`lZ*m?VCg0_l~Eu1@r#NF8*Ho|R# z@-r(wja#;OJA``M`rytIGIcypXsa&hqPk4*n-X8AI-OwQ1qKmN zBoadGOmh>7SnIPtk49P;-6555<~`Ib@QBMN1KZIa5JVe&!G=!dMsc)5mQEze3(;dQvh#!t*pSr3GdD68;9T zB5Wm@GhbbXxeu^Q5Xj~0)wF%ECU6)pPt*pYbo|BeowMKN>@$E)w*#2@plP{`C3H9;_Bp0aM z+(A=vG+W34+4__M78cp;h+8WjbH}zu)iOM$>Y5O7(FMiLE??SPWX{z;zZB>l)~==! zvo8PCbIW|lWBd;Ea;bQ0gE;nk8LIOpd}@2C#%E21cX^!ZM_}_)(-1fX$gLsvHQas> zW1|nXAUO(j^ZSV5p5o%9=EN)#Az29Le53_x^K;m(-CC|WM=J}sdG|t2vbiAX{DI&j zas$ZD&DMGH>W81xeJ^dpS7G~7BqcDJ&-Fi;DH*`Z7h@dn`sxmI<c~-O0to7Y@oCaJYk=&EweA~l8iUL+C zS~b{FJ!I>?AIxJW#oGyRY!5F*3YGJhSG?D24sXy#yvk@E9jkJTXI8r>cnVuu;KQCC zgDl1JOlkf@eiKqpGSUomptFp>HV5jW)@*)O#&jX}+@*-m?sCozei6 z=PF!c=k;}bS8rd+6n%6t5molc-ujvOjBQ+cUWxkWz|r=`XB7fxhuMYOHqN?aa%gWD z-uS>@>YzsO_88=%R>fgDMtfa%79TtWT-=eoQ z=KB0bpj@0otSOVR7VOa1Za}^fImA2bNT%n!J&1bnydKdqJ>E)C(jT0|JZ}5vUPE0b zsPv+rIpd^vgQttE`vxacy!NK>#OyuBzcHx2#Mq7xi0Eqd{Ad?V;mXEObht`D@ocqQ=o(j@Ew$;4w_12d-aFCFmnZ@?NJ;+9(|FqNc#XG}B zLiCpUqix3$uWfTBIYa%qNXe(uB%#=MNY!?`8HYf+YMaMVgzSwETkTY~Z(ZC516JWa za{KQx->zUuEzbRQykoc4lCR@s+T#J!y~&EK@Pb8qm%UrUJ4A|s{xNvXc=^8{|8TUV z53IHlMAo!V5WKay8%L08x!m1bsZp`}CX1Lv=&uL%za@RdxQzT7l6h@s-P?OZs_t_{ zzKd5^@K6n}UCExwAS%qo#~6KlRR%E(8UZ;n0i9{B*|{rT2)dlSsRxiOCHwrsuAg3* z^9B)$OeSpyWO@A6>Q#5@hr_jw&n*(x5H|SGQl9q-Xq=0s?;f#|Q5K^e#+(fD@AfRO zZw}kts{Y8sYl1SwnBzjM3E$B0!16iXn3J6sq~4W+2qRaiYul7gJA#PIJD^vLU;YnI zjRmVNxTAHIPN+T>utpposh*L_w<={$?>pj1HM7=av|P~}8;DOlPI`WXA^t{v4F1AO zdJTI0lVlTKm{+7kp~F<^PscQ^M|m}`BGgGVc=s^+4oeZ$vzV>!?L93%Tgo^SLsl1X zeQ*C=G_%YwKyd(kSPcx%3!db-;;aoO_~X(0ym+oRvFqQCy}*gb=q6{9pu&hN0&V=& z|Jd^`uHpe9IC1`BFA7Q8|G{&Ng9H!BOo-SC0yJTA)-j0A;QG^LV(r04#-;46++^C% z-%E>~^e&Mi9zZ|zMZ6^*Pn#;5WlQ)03JQn`rXBdQ-{GP|h0>HD?Z;kXxjooFqABGz z5lP-}!B+RNxh#N_*^{l6VeZcgOR#ugF|YPOi<$~HdnrxI2EN&NvC;R^$my6;DZqeB zwfJ#;408lBxXzh0)unPcXk(hyS>&|1=J8Bn6R>oDys>k_>i4mkw7J2H4&HUo?0Ml* z=jm8}RSTEyWa}P@{Ji!uiPZRrKaoF32G$EBJZcYv=9;E)l!C=khJ$Tg3!6Zk%g)Sc zHCy|rxuYwauCJ|myRGwTaPg1PGM(+LD_8f`%%Axh$O_XUjoV)C@dBqJ13sg1+m)UZ zQH>P#ChTk&{?-VzGenE^WyB-^NW*g$uaeSkYW-5IvZvW;A?qtVqZeCqN!$WN9A!7qHgZ$zE@C%&@2TTY%;BuwRKL*I)y8JjsgjZzQQwy(^qmrOT`ye{myp}$; zmSAD?-mRPhrkwh6zgFsi-%eBxU66)R_G!LP7wn(0T~zyG>#*EcT(sq-+dRMJ+GZjU zbIk}$sh}k_b=`Y~lb_GL%JCxbZ7B1V>i0vVisO$TkuI#-HpSt_WRE75#qfbP?bng- zZ_0|iUbhZ+7gVUwMKCuVPvP>`@GL;y4(1T@w8rd3Ue6cwL!Cl)Cxv6f8*8e%UQCPH zeX`ezbaoTym>{(saL6bq2GUlv@cbNu&D==&A+pfSNWGEGL(j0f()X z505zTa5Pg9%0;nxTgPZ?tH3C}<-L?-8rM-2r~+e#Im+Vh!)s(bK#oco1)eEHpX@&)0)&|MDjC}`2a;fFvNhT%Y8&{aUeSg8L>GOdCxsH}`xotNuRGT%QylAG;Mk_!?03zOuRndrld({ri$sEy6y3`CxFim0`#Wf zu2;QC#AS`mjVa&(lRT*&E;^3*7SN;OQD(g$IN17!i}7A}a-G1|uD-eIM}3LOW8RpTvK@Wpwkh0-0h4 z*0#FcecGFKOgQEt%%@)s2hx3!Wi!%%$D8EOEcs~rYLITER}1CUvl~hKpZ#h2aR7la z3k~l84bW)HEo|E3stQ=7n58N6{!E7O`h-^M{-&P$s-p7hH2>5}wA0tMyZ(x&ApvP; z^hCICkk zt*SSvz)eT?=M?ODtv6J}Q3o#oCRqiCSk&&%H0Dq zSy(tsVmobM!Mebph1Xh)wGB}XXSeYSy|Gd|Is@;_ApKGjMsL<}eynNI9*B9SRE`pJ zYiVu9$9iUuE*(;;9KP}Zb{KP6kX(3K8A)3uJ-fda`3%d4x-P2R7pbaNHV7gANl?<3 zGK18KYr5P-yEWO(vDB?N`S&SZ8 zb6n&*`$_k8IvCI?7E8`8`X8z}ssaZm%Z@%F(5K&s8{E4N-|%Ch@#HfaDMqSDS8fPI{L^zwY<@qLZ=o(KR9jbIx4~KF z(${RchnECZ{m0>TAgU5hGft$X4oP%I$YQOOa?FV%M$h-TJ=8HO<9fan5-v$W-6K@XTDjw&xO=kV z6zB*aze|`~Rbx~Nn&XMjIDB#lx!Zr_33hzhZ4YG|>R{iu>)wn?tQYTZ*9haJ} zu&%bBrss?>Dn(s$18Cz2ZoOEXQtf?w;dxk2(a#oTB|==4gEE<;CU3nD@C^j5Q03cv zVQ)3{uGoiR+0TRW(*?bbAapg_67l)41&)sP9|wT_%%4*GQ7jW#1SnAZn!-+t`LM+9O=W34#s<;Ny^{;ZGKyBekiYq<1afe|Fg|`E{v0 zget3O_!;+AL{$7sQoKZRAqqN1SikMvV?{kCx~z2|k){HxVVXMPzCxn`mkXHYn+L?d zSb$ZX^M~VK5rSuzRFxLmpFg8!`;mXG+8X-6h}qMUDY&nIIJ$=nDvvrozU7Y=I`wpc)p>oNZ#qGPO5GEptR$MTFR^L`Bhb zEsM~%xw>12_Z~J73y%@O_zD1(mV~j8<=APOz*~a6#mt7H+-Oa7Gvv-MPoA|J7(DS- zJdi4*^rn@7#B#m`-e>d)UO-6oDd1urtCe=%A!n`m_2^6Dm}X>)F}61?quiLT9ePCY zC7U6+&jtPU(hCiv?b)boQe6c;qiN+E3S0r5I(>3u!O}4lUH$xLiic$!kx*Zpf?YTj zT_MSoTJC*|O&f{u27mh4gWu+;Xn9qJq%7Q#ik{RAGu3(v+A0NS>{2$W%eQC3WwNAH z{C=U^hy;L+qpYVRT-NBdEY>?Ecr4unp-@$E+X^*raA{ESJxug-P5d2}cW-no#1$`Q zNz|C$&5cPvkewuL5cPw(!4O%-ETWVj+ z&@twi`{y(pyGQN>J-yTiHmA(29*rgV2XiN!J)`v#7b2+~jk4K#?{BTN&CHi-du_m< z9|2j?Ws(Ur*p)bAMvWaE<;S?|agy4px=NXZVvW4GP7LB48sozi^cG}rc2H#4q-cD0<=nXU{{~NCvgk~>*6NoK zVa7`T;!23OUb0tF3_ErKz#JV`dC(JU{b0VnqJl5}z0H7-H7Uq`DJsc9ng_7bal_Yv zyz7ayjW*8^5?x_^zhv3&*CTfIv(@rNS8jxw^&q1qTz+59=!IRWSrvK){LrD_bvj?Y zbOe_(oJSQ^-0>+i^mJCR7 ztdx)Db+=XCW$74SYuDJzTmia3p?(>El6PyKZv180K1EHNe^_Ee-ThihQ;Qa9`ruLp z`W$ruUlbmOq}Wlhn$1qW)jngkTtF#t!`}yM>9=M_m>vlT<>zeX=MfZD{--Z?rxyL9 zYByvSW)#4dXkB1as!>V!LYdF~oF$cA=Ds*}Roz|<^nim;9poeo46^b0KIr1NZ@5JB zGh9pk^6*(XcZ*{l?c}p{J*ua|0t)Y|JF1>{b>MEL3~9SQ1xQch0rn@mUwmKQbBzri zk`<4w9M^Da0**B!ZPA(uih2A!{#ax|F6j8==kTznwNV&fl7qan=}PL`)wq!r*Le=? z^^i~At4{@n6V%EFxsY1dOhqv;hCc37lp0@Qynk`WD$|jo;nAUIF{wN-nvzHtC>`Lz z{V~ts^&n+nR~b^QxwXmk)98eqCKj?OSEH-8%ubu>z=~=~7>o(8Z_}^L@BMXp>7DNQ zgV`BJkzr6fnyl=n`ii$SVh^eh1Hs)s$#-!8fbClF`OnM39O@vJG&HX{rH~TcqJ{yM zkQv<`^&U}*$g;iD$qq&XZqG^^Hz5JCrFRZXOD0}VE|_M>QN2t6&tltBkJ(hcwI}t* zYi-w?=9uG(b7|!>C;U?29r7OIxi4O#JeNIZ`Mu{Z<97PddYa}r$AI?9dRu}~N{LL? zHI9eIyCZ^x-`=_f0+ucKtO+U0kcrz3}^Nd{*{q z+%k1UrM7*zV?F-$vCWFBRfnv?-wQwC{4>;}l4a$Kg}(7VgF45nglQOrIEU3d##D*c zh-N@7rWM2xELXlwb)EwL1fNU{1Wdkg(q2BjUcVsa9|nrIWHgfr)4`AM4txxo^TgFB zJ}&6VpHIuwq}v?M+al9;j^`pM48l`!R!kz7ZQo5=C38AJ zpbaAA+137Ew7q9s6v4K)tD>MHqN3y=B01;GpeRVrIp;9sJVX`ANhN2=!T>|gQIez? za)tp081ewa00RtM_SyTKv)^;x`|aNP*uUeW@NS5-gjUw($AKiyg;dmCZ5+8>iC zD&aFVR+_9!7XtlxbmoT5bU27uyb3R6C`i!fTrd%~{z5vV;GuWHei5}=Zxc0Zxo>|R zb8K0?Ok=AH)gJ|i?4MQl?>{$d(3N6U>!yS!sq{}DS$d29)~JVIX*#%!hw0SIfsSdD zU6k;&Q!Jp$!G~g{Xl2Db$5dQ6-b1mxQQ|K>T<>?#8Z;n48%dE9OjT94D?h_Swvf!Z z0*FSUL8T!pTy5J{o`u%R1v1ria=|xQnKqH0O7eNwG0au^1E+b$HI&rf>@vixfp@-b zS@fHl9MH@g`YWM1iA+ZXFX?f8QaB^>QHC*ned5M)Nu0t?3DdyP1O z+$Tdn&!@$$jeK#q1UvYA7z2(<${2?Scb3pQk{6B2BSO`z5Qsm*U5*L;9T;1DAK!S& zz*;DJsZ*Zc>g4}tP5ec$ogje5>0>{s6he{k^=L=WWl0<0_f_Z9YU8m2Bc4p~Jk4u{ ze*1YCQNAm+pgs^HM{?6VKR=era1bE9tjbW7^1wh zOUC2K466%6QjdK%TKFYem|Z;sZD_h*NRFHdgU0=0kqG$a{*rN_1F38K*w})yQbHh& zr1f%K;wB>nV&2p)L?AwKI(j`_?CX8%Xaf)r4ZiQpi2MGu0#~M2`(<6c*tO7_g6>KO zo02wca<)Eb>Ayo81#C0#k$2vtT^zA^I4-?WzS@TR(|EMH5MhX>1+xP-1pSv1f*gfQ z#E;q0zD~)FCMT}fon##}U5|brzlj=psn!?ANcVHfMIr%z^EgMfL6bK&z3reRQ^ruJ z2Ik0x{zct%b#de#m*plTuQR+bzUPG(2Gq_E*k2xiEiAYW^+YOV@LqY^$3ZsZvZQv(7u;9J6sLm1dP*X}gM~xW7Dgf**mwBw3amf=z$k7W-k6 z286;EMID#t6T!tJ=BIme65&7oCNL~KsB+c2`4P&U$j9Vm^a#rRpv_&% zWhAr5A{y{~slxW;kX8V=^i`5wxAJCqNCc7md=KRGl$gWA{E_PF#SbJ&;az3%pGGHA zCC1K7T7(6G{$w72Xv@kuSY`@YH9F(W_tKakj*p!tY+3hG^K01nd*vaozdj3o`u6_Q z($pyECbrh@58lgM%FnW{Gag%wC)!M^`$HoMu=2TljCBn46_blf#;20w;@)2^fdt0`3*80OR?V~!s`qFyWVOXtsp`naRJKoVyw!e)f@+sFQmlB^kYr0u5Vw=bf8WzLl9__!#|^MpF#K`Vy8og+4sW|5fValfNYRRfFevwxj2>`0!{g1(NZEiP`8i~u zK#OJ&5W0)n=>v7Do$3%>QWQ}n;sg_qkBW;P{z?sKL_)RUnh z3k#FfBxsQtVr-=Fgz)Dm8SdQ^Jw;(O>=)zl}`akln|eWq^j;RFWBS_~Ayd zSDv_WZ>l)KxYp3w(#zV{KgHj6x`>bYGmck>0wU=P_qgI1L`Cn7kPd=UyjRauQx126 zn}1MKnN{=DjvthYH`$=T0oVa?>Yc^pS$v~Kd{2tL#^<-wqYENJ_|w-F=x2T@1fzk6 z&*q(O(&J6o3;f^nb6nn0B;;zxF?qMPrdr=Bg14MjeRHt>tWqL_JfCJ9zO0Y=-qRJ+ z_@!q&vtNN z&tqy#r7nJop>DrE@wl?Q_@RZ#!uB1ju7>#&@S(D{mE84?;-wOvTUHdwO!f0hIf)&t z^{tnXSP4M!(kYYq=U9B;JD8fUOq3ZO<(?v!Pe?nCo@ol1^g0C+ABO5030O4cg^t1P zt|QK7`wC27NDA>f7VqetWHC7N4%9I%_?O|erY5y{S>s}l_i6gDb*BzX-$+$fa$%{M z723ER&c+p}`dfpei^rMtHKJW$Zivm|r-b9Q3J=PkyF|w=K;jIa`d>3%No0}9q$dZt zdWk`)+4iXF_7Nf_XR_GfnrQ5P6EU{Dd%p)F=!fIF00m@y0@NmdgxyFtY^(B5?)`W; z<1Gccy4$Yh%rO?& zB{h&bTvvZ{yNh@Nawc+7Kj5;@(c73Wyo5}S0%m)_aeXNWU=nn!qHqLhZ z`OQf+-KTwG5mM)X)~Q2dlq27UK@hzI8INl8DYl zXdo$7h5C+OG|1twk>Z0SF@YZs75^Q|uG}uWyEKh!)n?h}=fY5G`|lY9S~${(q*J8v z=iQC|v?D|Ip9zL9bZJuh&_GPf>JoY4IiCv*l(zZ&`PLVq)}Z7%UhI$nU{a?Zr)eYE z*zhKJNigayI5eNO=?_nF{mC9Uyb)@bQQEru4$zwB)Fs&juJ))clH7V#7d3J@_-KSD z3M1Ahee&A5g+2w#E!k;XNO@NsuW9!O`$PM6y&WLlS^LIt&>;bb^TU5Qdd$-ab>{Z-kzGDZ3LUPo)iiyg)_U*p=>m2BJg|hm5gP0zqOm<%)?G^T z3>}!seKPf`MK+Mo&j^^_-tx6B6d~HbPDu-^^1aM@qHvX~V`PvQTfypLtu_>va&0xP zpul#3+}zw8FH)w;X$Tdeh(j+d&RH3Yh31x*vmoCkLo=1flxxVBe-qMtyl$ugb$f{? zaL2vZ+}Jx`QC}va>bFekr{Jc&6^(_61cSaD*(1@5S;ngCngpvGRvXUrDp}*>>98Z! z&=oUwd%{h(mFlr4C9TiIr;zs_J{1`bHZf4mxeObxcW=zvLE{q;s9#NhIV|ooz$zM> zyh>q@o>3be`Gip_z|Tba0rA$0Tl|m4JQal6yAqRVKo;Y_2I0Cdi~pFq1bNk1UpEeR z2sxZIq6dy_W4_#I$I>has(8V#y((C1s;eU+BeBsjtVaN@&(o3_Xv|fyFO$HX=!%C2 zN8HXO7m6B0MbD=znCS^kEH;atU2%#T^n@;Yd+p_j`F?x0b`zeE)Dn7r$);%fM|Di5 zk@Es(WZyW~c11Ob?Y2WRKNa@c6KI^+g!=1$6UyyF-xQY1Umn91lvL-_NnT=f5ZC7${2#4Qs~^(WOWWqdk$ggKtGZ)!r; z#(_Mff9b;z9KKp!xFEV&{lj&eye|{k??Pybtl|9Fh|Aj+cYHhJ1NaRPDz!ZwJ z5Gudc@p(QES-WCPQv@N}yr@}yNM=_Z4k+C4$AS|U6#rW|$@QzS_2BypKJz}OZ`2o2 z#Wq|vnh^gj%B3VQlc~zCnm8~gXRvybu&F`#ceQ6d!R-bi6Y2T;mx*%8EEQQ7E`H%j zYG%X*D=oq3sz4r1TMYBn-^VtRZ4nsNm^`0rJ`+Kz)+H~oi=Mr%%?}PXa8ZVQuK)y^7=IqW4MN&P6noN5?(SniaL5|#1NFcr z^U1=Vzo_B=ejb;d`$3T()qT$&Zm=lS2g4xHm(3rLRh&!l*ScA9#pJPnTE|Nb`Dg{+ zXo}^P-(;72KNy5|$*9cx09E?psaUmEpvFV0qBL8{b_{$~M9}gK(e-bmMJFoT_3^qgopQ|!yfFRMMox1zZrsFnG>8DIA` zxvhG;i$$TILG+Xcm*B>7gkr0J6X8hu$7jDobr#?K-y)4S4!e(~l*OYDmMkK8#G3wl zl$b{7XlUf!arf}BpD2ojE&O+iZ3|4ToO{+kHVdeOf`{BB#&WB>YJ4&p!RRl)oJ zr^-^7LAzVY+KuA?)&J@y?=wGer4TAl+!<9+Pzn8Sn%x`1=`u&F`gT1nM({?iW`r~LAq@-vw z$}brIF<>J)UZxE7UgIw9r_0h%hM&u9|6#bJ8Dvv-$@Rrg4Fyu3f4tap#hN)sFR2F% zyZ`aduBJd0w(I}DSo&SQ^WfHH`}+2gC58XZCub^eDh3qY(Cm>adP9oYa5H|jscu8c zpV}4&woJp0m=E9hS{pAi^Hgh;VlAWNz=R8_E#MkLcrB z9V4D~kAjZbm3|wZ>iCYBuwicD%P z-|T)c{3iSgG7bJh*>cL)%4PSd;tPIV-72}%gQ{}63+@S8+}98>A~xN?Cqp>q!_xkN z&873;%IDu`Q`=n)?U)glXrXd;Cl}a;f-RbB?D= z)H@@Q#VK+Jq``OpW#elfL9=W7PZ{SGa+K1qtPhvsN6n>QylZ#4elN7=v7T3jh8vD z=?5hy+Cy|`Kpo0tml8`dWVb5{C2lr|9mOeo^cmtVgiAGx0$m}#%E2!VfiHSXAMF6rfWHlp zR++7Da*eYt{B-T-v>6JV=O2m8dR|qYB_>c}M1HO`nJN=Zv-+&^MoMW>?$Ja4F27 z?X@EINe&3lsqE=#;2Eh)P+f+`Jv&~z`#z@galih&lE7S^7nLu|v=)i7v7VG} zw#47ab`=U=4orJBhrO?wF^G~muwC!86OevY4t9>7{wRBy-J6XpuG#%*dv0q>mFTiE zB`4&5YI(CVOW;!D38b}-lWvYr?Ezd0lsiy&8uQ0NkBi?T2u-qXBrg}A*G95^R6U%n zb%^fG@RR;w18|x(AM!m-!Soai~ z@F<&={rtvSC$1bNe`0@#-7(*3HRPA*j0$CM8skvwE@l+;l7okG;jqReJ-D=V{sI6g? z>*YscQDve3WC138WUJ_uEt)UV2nf9}kQOdI4W=SlygKc%7Um3AAiwm6}rSstby`eX=sy zZ`L`@VN*a4rrflmGz{(+(&S)?wrz1EZ=zu@z5{7&x}#Fnqc zj9hg&HA4GU)y16t`qRLe-8bXd^EzVe{%;bXFIfczh|pGG0=p4?c-guI)6-x zXqR7|bF*DTxj}DqpIr9(21VB28HBnJwjo1XG*6FLzxFzc=tXs>4||auSgTQg&NG`J zxVi+F@3Gg8V~UQhc86`2i-ostDpqM3J|tD*qLKOylF4SDCP)rl%W}@&GRubJaY@Ol1K)VLWM=eMpskh(3ptF?Ol{MjD|b&5CPdM# ztPTXV=qw-W4f%3l9bnImACBEQ(~-(Xi!PiQf@~bbkjq|l9;{ z4_QnJJQ)rtVYu7g@K#WYvhk!r%uTs9 z9-VIQTmJllPAD4@CAFSQobT&8`0;~-7(s_`j4%#mtpv^?x+tiQJT#f9U3~`N^iAru z|9D@(_fik54PX zqwgo~=KHQ5NS&K!-XxUCx>*QHK=){YY3iy^KG?qk&d&$p-e}JBkLkk|r`z$iY!|yj zbeql>!6ufX4OfbYS>cRJ+>^~yzZv!6$MZmyuAHp zd|@YvpK^wURkRg7DYVoci!Yo`hg_7<0Zqxs*Wo{Gcdx2PZOf-X!66pEm8~Zx$0KGB z)@J__)E##`&^{DL!Hjz#a%CSFzqu=U3IDb4+i(Di4?<9_(DAm7m#Bqz6}0alhPHgy ztwn;n%=wE5TM4L9$E1&wCyDWreci=MjExS$?+*FK;)fRb0Jc5Av_}^1{DEWO2F?5a zc*dQM<-jY*9fVg#ha5D@)P-lW!bw$H+rR0Qs$MyNI-glnUOtkIl~vvUbWfdVQx9U& zjyo*EbI_eSUOvy^!i)Ee%VYm`P){f#A2y%9Nw%tf-O;MIt#9#1$jn_ZRsd* zvub#!^dBwyPX*Ja{@N^FNUBI=!{NLH57JQDx&7Cr0bm23pi+a@7A4lDigBc>mZsE* zjrx3kgxMSl8Me5 z^kOZfZkdvsFxA>s0LHD|9+njFuDB31)g5&E#OWVU;0J2U&l{ml&utgm(fJ6MEbr^c zC^1sdwf^{VFxS(|6N}jCimypjEQxYrzR{Gd-;*8*1_;Omde!DB)6!vUFT{%T4l zi)pcIpWR#Pe`77PwSj|)8iR$^QbB5x?N`6YiFPnO>%>#EDH;cDIloyG$bNgaRA^yo z>&|~1?d&_nMR_dZY7N{*OA>=VaQc^3FM(5QI~E#flm1}_#98~VATC$-LTU%(Wx~`X z_fwVzOR#|mLa?q~O;;hQbW)g3o3LIa$#RL>Yc~)*S!7|%+NM|T?-r9@Wd&i=Y-SsR z=`wEgU8W^3H0ihTUWj5mysl;v!KIurXI`b2V4D(ol(Q~ZVIqT9cKX#ks#FP3bb26B zcKZ-4E35}mTTC7BL2B+7Eh zW5-mJ44lQ-tYO_U8BQFh8O=9hIpSuQGRWr6UPz}27@^2Fxvr}~pPxjU&n>YbC&H(? zb2eET+`%%6wxz+rroT?oUzB3F;l-QIEV>G!TIyqNg;b};O#^O5Y`Aj&sh-eR&UyR%_W0CTQq9ybcXg5s>xNjX(n!DsRT6R@e2wl5+}ZHL z4wf4^oP{S$@v z(b`XTt!9IX>`l>bTgStXWO;Rse3k;5_?FczbFNihX*+E$gRl8P1%3`#6YZjul5)bn z(vp8PD*rmnOIv}pkZOG>iq~VI2kW5u#c&(MK1p&mtW9;h3H?Y`o1Su7l@iTZl7?Tl z!F3PbPCiG9kCedBlJ@XU?!pwehwbl=6om@9&1^>K*7Pco1+ekR{Iaq3kR{;v9C16i zz9n%yI!FyBbzC**P73zoj?-2R^iUH`s(2g}q#m2qq(L)97=B z1q~D0xfO}%PCh})6QjCZrKxrQglovoLKJ4495X&|w4v2Jc;gmFi5osE9d&BWnei2f zLAqPtxYegO^2jvZUgHSOci0&wo>WPxaPP>>&At*-)s9!I0daOB?My-NTUthvV=T_Dzv~*iO@! z%kL3rl*AFFB&Vc|uW<2FN}YI7N``a9jb&rLa5+arnN!lJKYj3RQ0p`^ZOrAMIy;oj zx9s^MlSd}ICTIFp%tgiR@Pla&*(m8M5^u+Dkr>k$i{9D_lO?vUHJH^QJ3@h}y;!bU zjEzxlSiQ0gqD2J>M;2F`PAOWNXmljA6eNTkHRNK~FZJ#}=skwl5O@*{FU590%rfa@!{uEgH=2ldi!|m1qg9yo(r(9ZkuW3F$4;7gvCs&#>P6Os9(?Q@1&5)fwyyPOZW=GdCD%o z-Qoi(o;C(rb~YMSIJtn`_;pL~8MF4solTw0OoI`$9|cAv!w^bS!A|Q!+jtH7k};Rp zpW;9PI~XI|6uTjWTHiE&mTJ#AFiann;36k_sN^8$2&FyUMQU~IFXs$SA6_dtklZo2 zLql-db7Ug+K(}|Ax;ugK%W`0p{^8Z__`fEG?vp;=FpJz%f)_j!00SPmZ8%o4Pgs(f zEJr@AP@Of0A$?UypeWN$RGRli$^lbBx7pW>-YH{dx;j{SLIXqWUcPz2)x6Ff1x}&# z6xQEYJvC-PG3z$x0$oj_h_^!Hea?`4hi|te?p5`J))&64DNhenf6iPcaX4)+2tyCY zq&ZuO_7QA5+2ag97IUiINH$yaC0~LJg%Eonb{ZLhUxLUJV#M4e^&;7q=>npG5yxMG z^vxw9ZM1M1A>hqdutOlerZQn9BiHafJ-ey)S53fbxAi^x|8oTvpW~aCWC%2uve7#s z{YPihjf1vZajm`PqJO*49OS@#ruek|*>pbfnCXp5z4(u6_}OSZs{Fp)-5%i~OWbk% zC-@I&)s@i8oo5Jt>CV8{Sx)A*9>L+y1YYu1DOXxuIu|}q9L=8YdW9R!Pq1*C=8bEP zu^i!M%I@R@9AZ%vjzg?nNv2=H?~r$ET|=sYJz@8A={S2!j1p(}MR1Y}BeEJD6&%-F z50(Mm6lBC(-?9@NMhV337WG&CleiCKXN# kgfKI%9oz&VurA<4~7lL=eFIJ`ih z7Iu*HzT_Uq$R~xk&U+tZ<<$IU;|?a~y^!pL>POG5uB#Iv_0G0(@^@E5osa9C`{s}~ zejoHc-*WSJweS1`Kmn56p|G^HtqPTes8-LARFB%S8fPL4r(12dNB8YU-_VC4!uPi(CBP0wx;#TE zDgy5p&T>7zJs6=;ZM|XIs}OUa*Pklp8~eT(>n6DvF0Tw@o{`LHV!tc*sQ%ly0S-8O zD$sw=ZZ(j6a)*7|+2@66;}6RvNFHMgR_r#nVexr5QN&i@Q<`O5Tuk*BX7rD_8zOw% zn!vES^DwQ*^jCvt{Y>q+w@Jh0ax4!yf32~f{jc@@ItRJ4ii=D53uX69J4d?@o~UHjqkE*CpPP$VcNiR|FCWeN|L)r?{#ZhaQ^659epO(OC;j3L8G;@!@*B3t{i0>#)*ya5({6UQ* zNdAtuOlEnwb;xPj`5*R6q&UMNW+QEEo(bO&d7-fh0#9 z7PI?~RP!w|ex25#I~L^UPm`Zq*xn{{97e}7D)C>_lXkoJetWjgve8&^$X%tm<2uC# zRzGk9+LFicN0cDvAL^#N(Ixg&k5tn3S(b3jOGwrIZHCm~v6jp=lID9E?mIo{H=1%E zJEX*4lgysK;-`QxU9%{6=Oy}7p4Y8b|2xMV&sXizc=Tb{bES5^@~%n8M7}-kg6`Fj z@N2MrSHY7EXuiL2rTdX%Q6U_95`6BM2g+R9nw`F{@gn|ssNPAWY`;--g9WH#Q`uIQ z>7DZN7xtrItBO=9to(KDP*RKlcI2h8?m2d5NjZ7egW~LiZGAbG8zoVnjHXSO7KX

xS+B za>l`lTrN;7k`D7~0qyONFS}4Ijf;PenBQcFV?HvLP-YyYpI~WR_?#-$v2^IT>-AkW z|A40?z9))egG?_{mR3iHiDr+*z=Op{Hg7RvZi!3U;Kgonqk;SkuN>9wO3KOHd-=;- z^DElb`CBFjv&KPW?%jP9XJljEsY{NJ76Zh*eKBJXw{P7Q7855#|wV0v+@bc#JhnJ&|oudN5V)>LlD4f z;vw49{Pz|A)_K!?sk&QO=pe;(3mYFB9qZa#->aAF-cV6jKbBR0evno6O9-==4}bRr z%lQQB)d|+IdR^_(L4-?9*~azcG0BY+`^t@^4SR1lv6D{E@dK~Z!GoGDYIw^(QUwR&s_#SUw^lwXd3%>c^Nx%Mr6;Q^_Y#N#8cMvA^XTr~ zdxw+(E2Rp<{Auu9#dQR{!_g%B-^!uPS4!ph_coA#vEJ4Cu(ZLzl88+=8q*FM3nUo&@kgtiizYa zdF>Y_*@G`AqPPJH9UxV}4YMSfNHY*F07Z7g)59&?yFxr$vw5Wu7NBeKSvsyq zCb^K4KUg^hL(H>-uy(aaEmIjE%|uv)*^ z(UeQCgt9$c7EN6pZf(H3yF+j71ay?7Q+jCkn>QZP;&rI(o}2-Q43EsQJVfZyxZtkX8GApq0M)tx;T_ zfKEp&?RBK%#xsv{rHs`b7Gn0Q)2$(juDOrmAHC1NXT}O_f&nvro*+S>dEfyNrc`0Y zSNiTh(Bst_KFA93GYOHo2Wmc1boD~#KRt@^{XQk%Bkk65Uo9ks--yPATLY%VHfs`XSF0vSA)8wY7ky0xpF} zG&IpLvO4#>d=&#g!mwmqJoOn^b_yopypo{wNM2rk<`Ifk4iY0E>8I^>ub_aTGqHxb)fcS2@R5-noK3IhC!WXD-TVu@^jzUSw$Y8v~xNh7MMh(tbV79fOrD!0B z0zrtOes{u~=6Wk&lNMWo8C+1==2$SFK!BY`g;;drHrj zzU8XIvlR!5-Qa6Svsk!8y%G^^^S_Rgl>ghN)6Rc64&E`3Jff`WJ|7Fs1`^ zWcL?|)YMd}HV2x%J#cY_Un2kk*lGg77&fzw#&T$J@a3SZlQYE)r4T)SJMsWU8y+7I zDqS$_y8(DvKt#aw8txFZzRkW^_;A_+9+<fvJ&CIUm|%elj*~ayLFa4sJJ-yL5C~IQUq-ZQY4`9 z9UL6WwwlQBwfp(vuIFgT!|eemi3NHE`m}K)H}*3?6a4yvjG15t;Q-~nmDS3(Jn^RG zru$EM{aIdwnX=vqAqtU^h%9a?!0}Yd5G&z@NVf}mI?`Jad zRG))=u><|cGp>p_%G6bNHHN#dHpMp26qRN>t7)I_HGvZym23KVH(2H0%@8w+r44S- z%3D$vBoTheU}=N1$KkSR2<0y{+omv_hSCAT9|Y7d0OSUIPXTPw;EaLAyfF+!kO);c z(hjMu4yuN3t70V8LYVWrNtwuya=9nyy!f9H@EaIaytzj4AfqolA|e8__X_0BPjhpo zzzjhK)*z(<_+rSt@P@*$$^m^I7$iVRP0h_60eol>a)M6G5IQCV!U$24!)Zwc>Ic9x znF7)pCX&Dcl}QN~{#*7Aq6p}?K%cX;=jL@-Pg#(mqOtcsEC7@pu)c;Zka2IS91=kX ztd3fhz3LDX^%|&7NX5NGKxl!UpPv}~oQ;f(XvhShCV>HhbBo)sJ@;$ zHYrh>7viaIP_VPZzsSz2`IoM zUpa(6^!Tg}t%p65xVaQa^@CR=PbeeZrJui~eVZGHnXz_*hQGGJMcJIuWE6OP2iZ?!Y_g_F3= zGhqa&eEpeE5?#%)$hHkkB1QQMv)($~=k8cAd_g!D_WzVy|$f{Bjz!x z^R0^TeG#vb1&YV|sG11C;x%HwmqcPG#AE06(Z-Vv@0vwn=B?Ks;M%klEST`!e4y%f zx1kKTmO4j6*(x@n-%0qZo&U#@h_X&{lg8?c#0%R$-kj^8A2{{q8i}wo3#9e(`&XXA zjjZE8NboW#31<1)P!*}zNyKnPrKUJUeP^)XdpWw}L<)=NmK-+gB^#!pJhMMd*qLPN z?fb?Hup=Q5p89TlR$%t&?{f)tYl3#2mKo9`txL)SZW`J8%4urS`NW*BwAv1!tO{1`+g2>kGvSSpxMU$-PRI_^i zo8mMw`~H$Iu{+VHYYvI5C0A_7+1X772CZ~BOxR;P>fWo7e7`n+Ltnona$AQu6ZNR| zZ5j)Mn1SbYoc$T&Z4K+Xfh)tuB?lE6ANqnuG#<2$Teuc5h(!hkMrr2fdfe z$Gr{Z5I-Oc(pwXU~6kT6Uh0C#Hcre*8Pz4M2JF)CAZ)pcn-S{NFup{JjsM zM*Z{=vGMW_=0t9l=yIr(n4U@M5Sd4@uNa!y&PM+VRAtViq1EDUBVOAS(o3*Qt!)63^$ z*T;^o+`cY$ymXx?G|PCeZEW*WZcdhVM(0#<0oQMRgWtjSC6+1!#qa5Y_>2?JnBv;_ z3KvvA7q{_E2Zvy?F)#k}eDP_dc4qvfX+KO!HCs}v@xKVua+aw9d1GccQ;6R~!? zM4uKEnNM#^o%fP$Hsmv%fF`R+knp)jrR%qmazYDzEa^oojoHyUl*M3u3bSj<+RMTA z;sVE3n#T#3yfQUJI|>r`7IIzVLMPlmA4ROE9t4n_WNGB5_P3AEE2Hu@EGna1q*qA&jIWZgrICBVq88KcF8_e>Rw?~&lZd7<0C;9p%$C~E=xFx0V zn^N{Z#z)k^jtr{fn>Pkei8GXsTkkq?*MAt7Nq>cgQ8^#jVyskPisD{#_6s?>En%H~ z(#7w(a^VV_!$Cx{$V1Fvk_~yhUQKab%U0jd_KHS;C?|j2qg_|y30U;yl(EdYr5%&Z zP=DS|Jdu_AN*cvY@uNgd#02|2A9`q8h;gCBOJ25`_{5JhPAaPNO}6=J(Ucub&XKlX z$~WZ}nhSzoMx?9G<$mF!xaBNt$IwWN3cGCG_-U@WuAl@jo!G_xX@A2V!UFk)ZPW1U zl@q@kQ1(-qY3P?k?`5Ast|UT4rjZvhN>pQ9pDFa+u79fbcS~J(PmS$>3}1Or z%!Mh>3vJt^_T35{CO2uvtf9_ndhsJHwGH<$`p4>l7K9NAmh00jlQoGIBkf71&2K55 z^>~;Q3yzfKW1k9-{1}jLJ^e{Aviqe}RjWUO_r{kJ>)D@lH=0=W+dpaDI+k1|teHKG zj(i)iXli*?fIla#jxUIG>tH}z;-^qJDqLzPucLNQl*ahqrwfUag3zHMoh2))*+{|S zVTJ|K)=*r4#-`>sdKIi{x-#&tF~}v~qQyOwCkmZa(P)ps z|8gY;M^t-Ct4PD$_%vp7FxTR3$^5)ZAW4Z5jYrK8<>hke~ z^Zh~zr`vz8=QA=bY>OTS1#a3L5jqZPq+EGCVLh0=woL!;vw>V45s(prGJCkvogX%L z^M!YR`TIJhMqi7F<-Api+D(W$Jxn*%eu!#p3cIZ_`s`z&PXq$teDa{^tHS^ z+DUV1#`q3-`JgT}_K|lfl4&jy-qWhYN*RGUsnxE=HnzJ=pkOJRf1`eTZ~!~Eg$1tyqgYml zRpHF5GP{Q?mg^b$`R|>c3Au4=5%L#zO3jY+%bd9=GCx7~nLrh9nm68fD!?nmLDtm{1& zIJ|W(Zn*FNUCiL7n1%*{ik^Nkkimimxiex>KWSU|Gs;C>SY3ya{LGw*-#XO!GR->M z;i_9U=vF*^TBFYuQt>-VTXj0nT;fFU=|IDkT8e9gtc%}k*D}9U^oCI0}0Y? zzVB>6vB>wBS*L}$<*L8ASu-ksovx2W^Vi3Lv3QrwS%+-%g!-o4)}t>;Ek$??2EVXB zwB0QGKB^(1D8j4DXgD}dlYP&EySfb0$6c4QO}D)b#^xAJg=7@YRGxMhcb9eT{@R^H z#eTGFR=>Y*5s2LNhw*TT-@GO}_DsRb73KF~<1n=vED%Wfp_n0^>b$ z3SGRH%+bYRjrVeXESl(GQwW!0IF^$R9b34#gyUGFE9h5!S|+}o*Q8N5{+uw|?bN3$uR9jIk&ON}HXnX{Szy!rSh)es3#tY{!gg*t(saH^D6(Z|hB7zP=Z3a)Z^N*iXcy$Ji=s#%fC63|6 zd!Rgh`k6)d>(}=e5J$BcpjRrMc4-M9r|J?y7O6p($ z3T?n*5PQ|sY^b>TVkf(R{Th#3PR!-V>F5v*(~ui-sNA~vmGkF3LQi_vNl?9(f@<|i zgSKXq=T}9}ceE8^c>+KMph^#Js_zS*{*jTGGPhdjbXqz()(1S;)Yre4dhBhg<`>HsdC$U z#b}PpK67((VyqUzAi@bV1W)>;dE=^TP?%@{y`FaS9bUC3)Z{ln+D)2)fQF7P&2~qf z8RqmoJ+(b4kB(-7*a6P`^zUffb4@b0g!iUu7;=73O|{9~+3EbRWv4Bj9Tp8YXt`Ig z@=;op9wf5SH7$$Uu5Gz4JQC{iun@KIp!m5c=3uRpcjCDiDtZI`tf-W)+u@k1gtH*t8Xp=C?KVWM9*T#=YRc6%Ft@{(4ISEqd0rJx#MJdR%B)- zWJD*SKfLO*e-?LO(A>S8d~G(@8DMfM3{tQRAPPdS)JGe36P~n9Wag_sMr|imV{nHt z}FA^nF`J(1O3m{7wYSejejUnT z=k$mXR+lG9Qyz?7_7iFHK0lI^xgt;sTxTmLEA@6)Iu@;C7GgEV#nFXyhchdU=0OWL zeJn@fE{k4tb{nR61MjgkJ5>>NYsNn{={baD^7=C!4d_?Prm9v)ws{W3OA9T;E)o1a z-E(KrAlCb_ek5mnf^b@VH=e+v1E%^2m~g}*N%iM1)Y-|6-jT1yDyUWk(vLl1x5%&8IrGV(ZeeZ|!IC#iw;`wikrV<-~Y-CIw98rYG}-9_6v7 zb+4pvzjqZWw8lT0!41hvyI6lx#=yj|e`VYHqgd4Hy2WHd0ZQ3jZ*y=~t114Kv$=Aw z$#mUIq}8VK;D==l%-~?o=KObDPJKY)&c_5AynZ9T)bNDJz+`Tkw%An`1y5wFp6+`*7lT7D#wvMb7Vl`S;h%@bOU)L&i>Co!y!Vk+FsUv#Li9>NWfP&;` ziKXdt-#tLcW&g{&ZdA0KnTP^oOIY2D%MY1nQ7S!#nmEX|9 zsZ;MV=t$HN9!Y$4y0YbvDT?jds9fM8!RhIUGp&Q#Jozdr zFJ=6kBrl1c=8pmJH{hO4>H`E3u;VZmgL)OD6jK*uS?S|Le4k=Ph{arPb>0mmRm@)d z;IEdHB$E|p+##J2Z7KH3=helLkdnn!ShYBU&ao;%nl14(m;cZ+TcB`(v@-0{V2O82 zxaZgfkT?MphpFIAOKXDa`*|Wz=qYmUf5$yZUBH+ z@~cX6l2V2|T26;K_f-sBL)aJqJPSx?BtlLMForgcBSxEML7=Cayyz_^P2-GEF}-h( zHa3|^)R9HY*0a_w2+mAStI&y-t!&VLO8(2%Xf9ZrAd0P46$hUcJ1}#p;ywv+H|A##YJe6w3$>hUZ#O6qk4~Oto=P498oFvUojs z)K_gEaHgxM7lzJvU66s?hsgf03Cx>s9#!V7M^dc z)sdl5a(VGs2AlJw)AFP{%@K&AG=gZ`eCs7>YN@D;<5XY(x6mj1=wn2~Vl?mV>;+mt zv4YApf~EC3b%8->&$5#z@uOS5s|ZcDZlK+`IdMICblIYumB@7aQb6D2_)`|w*y48c zj>7lEow2)F-!k87U#=9TjLW){L22z)Gutp?oYFl}+V@JqHpOy~1zX%geDo>lAAqIdBiYbtYkQjgNd(MjsI?Q1rXu}%V6G;bz<$-Sz zg6#t!ZNL~TKI9s1bP!3$l2r-* zO7uphE_OB}vV_hH`iractG_m#89n6p^Cn*ZVI$UG{mJ|H>&3qZud@rZ9=$KT5Ow~) ze|`ZMWwCvkyQo}v>2F}upN$b9pQ^Ys0*;%42 z_}AKSfAZ`t$TXtj=nq?`s?H$V*}3-}r|1OXS<# z^=~h2tn}!=9T~Ha-4#BXrMzf?+xQcNd6A_mDTkp?%O_&rRe$7As&|ULVC*W7%C|IU z)Nhoj4NhZW>z$n_@TYr5rt-O1#J+1~cpUpR+lBvPP=;!e8>_N-g|Cb{wYx4>kYI+%2QV3S1j*_M9L4jGv}e`$BmptJykkqWB&MIR^qYL68mPXSSwaV_6%yIa%cuGXuC{@Z0HfF6lu1>`s-`t(q1gB}+0sRts5|139SZ_3@@(F&Y7P zdA~Jo3O2{HC$ijhDT-VvoY7%Cu}k}7FLpw9$IoPF^auCZ(i! z=5^A7;X~06laoqEkH%WbV%tEu>o?-E147Ael?+Dom_tI}3k$io1RX(@2!ez=Z<4&a zd#1_1R59I+@?XC$55o*QDH11+!{|zlrn%c)5aR+sdR0W11Lx!<TV`h6x^v&)=*K*Hx~ZEfLv&w>H@vIJu^vO@NuNwdkbL0YMRpUfY2)B@U05Tzy1$R2l5*YKd2-^+ zZPZ;k6ocWUlg!;C@hH5Lds4fLH0jabpP}S&gR5SXM<-&MEQS0Iw>|5^IlK(W{;H{e zd-;Jxm?suYmYNpY<3MAr*|0B@BTF)cr-Oa5ooWi3~xgM}H0=+k- zjCxb9y_Z#1M;>CZ!v&0H;Ba154&ZMXDqr#QOGdP{ z_u27_ogr(JdOt;LmOMIdS5o;PyoZS&;(mvuWlt7;PH11)8#3QDEj)TLd^qly?I@ty zfv)hZBAOn@WI6h*NKl?~aVxXgW#dS0>9WY@Y&R>c;)tQm8C-WKgf;)~4?8)aKEj*? zWZOZRi2gAhtgqj~qD_Q?{Z9gu)$3acgZ}y!b*YLnS(ZI5LZ%@YSc12M@N;n?a)p`F zwRzzr&RJ(#Ip;4KoPS0(lW<@;KnNtOT*d*mj?m7*M85XjH6&F4=?B;diGwA46?%WZ z6(oj|I=oI~H%_fC|HJRfxn zy*y<)i=q?QCfdow)c8NO3y-u1R6awiARXR4GJ;6+>gPoPy$QtdKqa7l-5Ghhb=im^ z3#X=}T!kZ6J*NEN`fY3}s$_{CQq>|E1s$9PQ`Q37du?}U7x&i z<;7F`{Xj=aJ^$RhWc&OY<@VA&?|NvzZ~z@prIG&k05pH?Kw%Bx-#|{Lc~=gS!E6Tn z5+M`{%a$l^jvEvqt+9#))L7aXUsQKn0;@7AuGwi|>=DYMXlWDPPQ< z?}b{0Kl~kyNB%p~RG33w;gJN9Cj@Q+jScMa07!zEg+NyeEF%akfa-vTU4UF^{N{T} z--oyBre$|+859HvBqEEJc-)FcX@l>u7HHt(D7{E|!~I=Z`^Geg3*XsIf6C=(OD$+Z z(m~IpeR6U!1#x=@5mW)!L)^P=^Zlhaz&{ioAy~Wvq7FIr2&4ee3IML@_s4DGq20N( zD|k+`$aPN$NfC0wTD=4qg(xV zr*}r*tsR$oTY%sdP{8g#_A|AxFyP$Cpu#lhn#a*Pn0c+4|Gfy$vGqyQ-b)cm3)T>G zvXb4Z>${VKN$1CVL;H$969g*x(&>_SG}fHaHFL5qO7xAMFE&ZDjHX%)u5u^8`M)WX z@2X10ZY`t-n8N&19s-aM0z-MZ2ioana60*_5^W~{iV+erGAJGZ27#0YDwySYm>Ifu z@0V~|+7RE=fa11%*D(CcD=xkpI^VuBNlhx|bUt{p@_@jENo?afObysC4(2rvfj44{ zSVwxD&Qdyprh!qu2S1|;+#`^SMK~jfWd;c0!tF%7S|%nwb}in!)#D=;dT%0i*x58V|`dH`gV+W?k4%mK|W6+w3zm)%RBL8kac5Wq> z{f(;8Ivqr(5tPQ5ZFK@L7x(YV-121}HoKwqYh-&@A#rTEQN)Igy|c60A4OzSl0AkU zVUW5MA9M0zRT&A+Cqz#P3DG_CE@la&YqQ)=Y=g4&+mfxA(a~-AB88$$v`qh#9nfV0 zK}hIL!NV%IN-^qF^XxPL>;dtizey7ZE+zK?SP~x}U!^#S71~@6`%8#t?L+0a)FG|F z(Sd!W>eK!WX#=3={{&=(>E={z^1`>x&#=os0vZhBn*dY5rg?|yjeUGvKWdh*pIb7J2s+}@6)V|G^?9D8bOj52QLE z{{d{%uTIv_6#Af|NL<`^&EfH4w<-m%%cVRVv!SD?cHT0$^PB9Ml0C%8Do0Hh6;ph(kh(tHEs`kme4D+rHPEkkLm=Mklz zQ;iS=Zh)TwbZBH`1YRBv=MA{oNScEjE3U1rji859N=k?TkqN_7X67J7aS50h3H&uv z2Pdv)dqaryJ=kOX9mAEnx&{TG^=J_wh3*3*4M8O!=&|Pj@dXk0wDR&h?`ms+^NH|2 zC7wLN1K6^8U%Day)Iz;>QyNZ+V74&fz99-x6kxjZNW23=EwD5SjOsA}KZjcb+FNbV zBEMOxeFLO(H3Ne#U>1)x6zmaUq6s)H-HPM41&IxAyQv2Va|1A3jeyWXP&~-Koqxi` zB)JP{zQ{)o71_oF(Ar<#(Sc>a&LPlg0GWgWSOs8+AFH3y5#Xjo5EA5EmL_H$3TGGy z$5g<-F5CRJYwOFdHehP~!^66nFn9tlS2BilcLyAbSXkPMC}=n8Pq>!iCTKJna)iai zfR_zDTrbbr__w-dwu|g*Nn+&Ba zO+DpyIKn4K_78gi1B)nDx5B+c@R6kYS z!+Eitf0udnFQb#Jxfq6^)w_8BC+ z7v=m%Y7~|+p#FmfEPW77#=qRuC4LbP1mB&L$%{l42H&p5)xOnUVL;k1FE2+cq*p0o zc~vJFaty!Trkme#0Vw!1pvl3m2;k?3hqIxr?d`PCyB?eXl-u){XBy;NKwM9@5))J} zCG=R%)x5b1(R>T~P9Ua|16@!&9~Sw4e=bsh00L6f;lJ4gWZE_mCb=9J6aaO19E=T& z*C{_T8-V})v{idMw!Q!d&jbv+5Y{?Ep7DVH4}hIOfTw^C>1fgW+yb$&1av0Ij=+!# z0kA{03lC7h0icxwfY2NC>u-4wJgSJF?Z2j=GfhA+9Zp`Hct<29 zb%jwsbXiV|BH=VfvpLX?3K9?MTb_f(E8<=NjmdT^eG*X2C4h(ojCznXhxb+j(q#b) zcv?ch1f=V2b@h`Quhs2-{aG6=4pJ67@p{uhvK8~7yD)U z0aF5JGSb&qCgV{G_ZMzj6H<;(va|{eBww;p!gEX1JeFV14Ck8oo}OT#mt$U2rcugLI;HR@^O8^tl0G!&BP~_%Rq=n2acyHO#pNSKTJ{Q+_n(rGu%RG8LIRrb z_B|O|8-T`|0bUudEZm<4ZHc#=cgw9Wzxe--PN?Wcewtw^=cz?kIxt3L6aQC}I6n_I zamcSrenl2j<-xTex~jFoGSy1crdgEGcE03s-`3TSm@o2&`7yf2m;ZW}8!0{ht)`MF zTExl=G2H@EDZ13V90Ul5KyvSd_*Gw=RMP{y0tnOFL)GVm)sw)@x`T+*LgYn62EZE& zl!YYV55ZoD63H^iLJc(ZK^F6JN>59wTtwM&dK{3-VJ5}}aBqNZAO6|!0<38=*f|0T z1>uF=SBSn;1007Vpuar?>Mn$`dkDoA*kd+j$kx4Ov ztELdg7Xp3el%2pKSY!cxqRyt&ankc3JT4ALO1>L-5zu4;bSxPF(olrq97{tO-vZf5 zd*~WqCJAH}qtT-0K%WDwi#+h*3s@ZMuk&-5GzCjl+X=Ko))+3czXzXRCTpO;3mWsW zF*zlr1yJXnLo7Fb{v`buEDcEpHgz0^HJ1R!3j8~0386;rF024^pooZvFJ7#ozgt0Q zd;ptY97$GB<=M;QSz{~2#%dwIM zEl(i$a=u!53h7Jk@na<6f#N!(#LKes@+rXdfy`D=Pyp=0M;U#dSq|uv?_mTCK^!_O zg?LvxkcU8Ka&Sce&^jzw}veIqRT+&>k(KBHHFFom*F#QBtQ5a2)c!IC%t1T{MW-(cP0S>@U7U z`@n?9@JBkgp(M3bo$o`5{t_agYLS4hSE!T_wi|-vhy1qp`v=~$$XW8-K>))TxKx1W zZEsgVzLm0avsE!FGE&CMiV3c>77G#3n&CphGz2(_Jyt2iHiT%?GkPUH#l?r5k25uQ zvSPY=me315X}BZV#k}o?wSS`)#nM$(wK#Y95`z?#lJ@c9ES?&at&d2Ox1|?+6VWF= zX8b#m%3(iECX!UWTz7VSSIuZZImuYfWcTS4qCbl7QO)B+`ese8#*K-r)icwC!m6sO z1EDdl2RiL^Z6g(B{-;0XW6s7M+kbiUTDe{Bi)2e1zVc-wV_jtTs9j&Bq1`NNSmX5c zXz1&|k7{=wbh{9V;n;x?cM#kq7~r}ref@x#R{=#Hsaim%p2BU38Uc3KPlNnQFr;O0 z^h40k5%(37K|cguLzhi6IljpxR5TK^CM`8JEIj;;eqOURAEhW?0&~X3Z!NYh12rCfEwJKaVf%^_mKT>=7-MIT06iF@)LoWckItN8L zg8PIn2a1|@sAota8*fyduz|ESt*EG**%q8wAXgx?Dj1dnQ3iB^KsPbqRnhal`w#(L z*7BQyuYq{Zf+Gdo%qC#UHv(JX5iQ;{h>e{OKG9ut)i%=-j7$$uF{C?oh*%M|tJP@*gS_EO3!c%k!T1r|HTtL(!Kp}W;04Gly zSzHQVUxwS^h3SN?d8TPCoSmQnp6ZgznUmMEs< z9tPl)Kn;{LYBZol!TrI==zDG!sT|9LRnGxH{4d~igzTyI+<+ty-`(c|nouBX!1Nj9 zOPq{%C|N&0&WCaUtPl`WHc(-Lzof+jHMC)-5Qsk6Uy5>9N&H-mq`opUNE)iGmsy*u zJTk=CB``8ieB2u)=@Zi%_XULl z!xduA^rvuY%nPT%?N5Ll(&(DAdwG0t;2)bussyVWVSj8&O9pt>O}xEpL@?qy{BB** z8_MBNQs>nhI;G({Gi%zD)3D@utaH!oVQPuERJt|tR>z<)jZ{*DJHA~J$qXPG z8rpI2d1lt)e6jIamenqIH>1>&>mUyEheeWBD%dN2mNKD_a*R6?L&Un-7la zy(imm(z8`yZVa8jQ6y%@pZPXJc5xQvVKU=z*ih1X^9AA^ zmQC9tS%Kq)WG2`Lf+sm(YV7`w3tj>{LanIx)YHLx z4`h>UD}7eh*XQ}GkFKYsrGfIj4tpnfQz8CYdox9ag?&PU0b*@I`3je)@B$F$8^q-r z(WJ=|ujfFTGPsE5wQteeV|iDT*$25jm&-fJY%35D5E7xYt-XAZjuhCR!SsnPb#B(| zgOge@RgYw34$n5cl{rY}geQ+a61IaQfOH=Z#8yOelqd+Xh?tt1@=a`Nt5E4g!w_rJ z5)0B|X@aqaD{!4IbGHC158@IKeL2m36TlULVi*>!JnHr7Bi&EAhaJ2~W}8hgusa?o zb3H$gAGQYDIal$*NC}}$)^@`XBN9xsz|3gUBfpWnpOoB(modr{Tf+(c+b?K#^kR7h z-lS*JsxfBSINyJeYS#4W@5SlhvU|*MKueL?N5Mad6V1aHM(yVDH{C+K+dB^q@;4QZ z$*-vJet!Dc!g^8?lR!P}@iNKseBdoib%`Nv`QFv^chcpFi8;G*PYw4?8vT07zGnv7 zEG^H^csz_v^vaf6u+YHdQRigm!yI(!4OtL3IuDKujd{RuMH=(TGG`1~`eNWnM$vR`7*KLA#vDCP8nq1ksa*I+*YB2L^kP|Z^hwKUg_)QB6B7zyZfe~x zCRDzHGJm>z2)O%nReNWNw8ltNXSWyn!(0VwPV@VGsjw`spkmHU!s^DOXsC8#NUs*& zl*ZgS#anDf3HI$_g+{;1CY|w!LkVg;s2vYY$3&GIt!v_kUFmoFRWsf^>_uqwSJW}P z+$fj9r`s#kg!FWir$iEEw_Cn=#h}<@#{$@vG%4gZ~B;)Gl3H zYb!N7`%P)p!?@}rvUKGno8k~pyd>9YyZtq7L>rLfgnqz+Gp=7l7Q+&{c2NqOFW@dCP z^HpfpK~PH)=5#>dT|`Xwpgov};vQVMLvb`-J3DV5ujV1GD@gJ}={p$I0&S^H`SSgz z>aZR70Sc;cWe`IIM3oKltH^fCJ)lIb6O)hqbX){}vDc*<2*cWi=GQ^L3lZLj&gXos z>%3jaS#Jmt`$5R+NGCE~_deC1_l~lauO16iV-@fIOw^#LUEMMavTJk zk6CDxAvhDUXw}^GK70t8q^=id2cTjFlPL;F=-t>%(A7W-CIIv%KteZy8=08ow`*^4r47`$KmfF9+D^BJG#1~?%RpCg(Ex;+@d9AzD7NKBsu>GTQkj_= z_m4hza^ONXh1UUHW%7?*cGQ)5Wm${tN&n<66s@8P$cw-S7263)u;lp-@ftA?1Lhsl z+k`elGbMrfpA!$Vihw`W;tga5j8azCy>MAj?t{h-F>8Y9FzkU0F|0t{9Uc|f7C@3> zzvKTn?Fk~df{sJP@%pbWNHalNYp^MOM$A?L`xlruA`ELpqZ;UUnVFf0yvi+1Q1%PH zRp)j&u9e}p=`Ad3&=b_?*2R;IY9K12-7Xtb8O3G8f{c58QdP-=1%FWda225KpW@H?Z!}`{mpNQVa)G2cnP& zvR#2)i+mVF6{bCoziTw+dwJf9U`~$+(Jd_K)HXuZx5<97&3-y{ zP5cYEZAsA>q3_~j?aa2v*ke-zad^AT-tXV08yP7QJ1AJq?({ise z>oppr20=N|{oLd>{pXjoa^-LJSndft#4P-1yx_Iq4))hWt7b40h06qq9^A&E7J>hk zHa0Bant=}%IZW=ewF^Nm4k_|M@#z^c7nCRWp|^(8fm!P>*mXntgXDU{{ot?JM1`xy z{@n0daeF~vAhy2yIxj*61^=C)SJ2f8LUyjcINQisR|c_o7=t3^3d|#+WQtQr5=($* z@ON7q;$I(|4&L>~=%S$M@CIb6o<9AOnMtUEXg|0>Mb-2fA21P(VA2hQB7{_gG#fBz zJ(|AhEo)$qq;7BoN8d_2LgdaJK(41R_^Nn<^g<6!EPK5G%VqLLdA~#Cnofv z`Wgn22*W{_-0WgiNae02a;jytjEpw#k@t!u!ILS>+5~ea1=XCw!cy zoFNb>g{d#lwc)%H`>d^5!_4zJ+;Gs&hS#3(JkTSMHagy21_muMw1a|Sd1C|WV3|jc za<*VA5dvc}oy9ItrT9m;68XPvY|_)x(0$;lK7sfE#Mv(RIPm;{4sjH4Z$aje$2l4r znnK%2u`6$UKC36Ws=>L0;0LJz6wQ>BZoqN0jMX;Sv1)z$33;fOvlPz|GGzwWBouQV zD+6ibIgvsCJnp@katkKM;8+;b?O@;7*yuxAbBY+Ef*uOnLZOKF2@@ACm`?+qqTJB) zAvGFBX!GxVb%OUW-(=nt77&mHS42d03EmRU1Vlfd4s#Ru_OMQI04o<50RnN23St{X zPZ+=;2G>y10#XbX4-hAiya94dFrxz2EGCGe{Zp$y%4utB%V`D&-*kl-Nk}Ge;y{YF zz_9j8ZuPmF?=3hKKj1e2_VP1Af(Y`b0C0uzO|4BS{*4bY;@)Cl^&qO0(U;9Ed|%B4 zW=aUd9+7eMt%1m^udf6z3j-KXYy(?zMCBa@6t(7s_I--{+Qhi0h}kyPtp}cPw`8e!zw z!8>HPQF(xhiaN+|<^o%S@p0=))i5kwO?CBku^Z~xw=LkzbJ3HGc$Fwlr zk}C$Z8i6VgcLhF?_8X&r4b)fnbeh9uqj_aPi|;Yh=el_Z?KXHr*k-{K3{An?TM*xw zK%O1kH5t{?gUKwI%m$-N#?}Y-!Oago6kumyybZsAB@F0bSpY5t5umOB3n;O@*U+Fh z+g$7hJ=bI88d>o((*03&^!f2n2TCF^Sy$aw3JeDb=1SF9NIE-iW+m`^;Y z)cLq7nUwTqNf9w$cy(jjl_m!tEBN;Us#CIq!;MV2EK6tti zLI?j~JL<@j`h}Lkx#{)QyhxnNg`ZsK+y6zzUP6VwBIRstR*0BsEohJk%Jx3X(t-y8 zV*3lV6&y5p$>5J4lUL0XPTMm?0a_cwWrhtAMj$~6NcM2htiUV}MSB#i{a?ApmJb@x zNGey*Wr5cnY5SxKlI5^2;}#J?6!l@qQdC5qQoJYdGGlCcW$iwZGL^5f7xe>(Cfr@4 zH5|CO51Toh)|^A0t1*AiO>6=^=5L_z30VQc0P@{3w=v+odMRZvvg!W&Ch+?Lkjw-= z3w&O9Wbkk?1YI_%+z zsNl^#ow*F*^8FK2;AaD)7%p#qp5^~x0Vtsk17T#Ok3?FwkL$w2g{5x{H+jn0?1Tz{ zZl6(6fmb>fT0bqJ%KO0QlCSKf^0nwb(m_cE221#GANu5p-Y*<8kdQPO8`WJ+aEgCE zOF48#d47O%(Vi1zI|tI+7~t=m{Oy}8Ms6O5pAl3l(7VE+g`4?`T94yJtc4YUZ~{!- zhSb&BpP^F4LvXd^|L+6$Y6csT&_>8X-6rV1&jR`{Ym?qSFUQ1EzvsuCpL00>x~8ll zHg6Wx^80tQP1oaVA1cdw{_Z}}5+e5QQNTDE6#!eG(DS6~MZeVr zz`);h{PSuEic=Q$ZWr)x!W(SlQwFDR*fN`&@WL^NZSjj{y(nX0;;OL>mD|c zkPxI>5$R3|0YN~dC69E2bcck5AfO;1T?!J?At@mu9FY=`k_IV}?*7)k_j%v{`+Q?K z#?>+8y3anpSZmI?<}~2?+oZ3lLl$uh>mAEdIL3!2_1IOb2X<4zbdl5LV@U>r>9V-w zYBknG&~yXBiBUStUb%96nf<>O>@u4r1t$1r!dB3kb2~pkz=mA_{Q&EJ}f=qW|w# zu@kSQuP^Qldh}RE12VA81mF8K3BMGGlXRhfx=(Y1CTiBjd~RFi-N&*EdAF!za4`H8 z?){1E6TmvlO7?R7E;2mvHNeg*EVotOd+F1@E4X7pnj%wWaq|tp_@I6UPN)sce7yr! zgs2E=jBCZsu5rcL(hd7G5!VpA;@hyU)n0ve?M)xxB}&N_`h{QY*Pi`JxpB426@l@ zs$@mmI}|E?1atAQn^Lwyqtc*KQpLG4FI%fG!Xhn_2|Wg}^t6)?j;6l+otm_4^#0b) z`3a@6a+vqQj3f{^loi#xw*|nV8_`jNjZE-0iRsf-v1KZnmKgdQ=L@AXg=xGPA7B z7gfG2f4}LrfX#h=)NFm%KS=WF(mjXfQ;!q>W;|nm6};AIz^cHfxg5$aA;*dKjNI(6 zv~=QemVAc^qqPy=2@8BW7W7@~HoF_hdVjLX1u|l z+r|GulK7@mZ3SzJX5>IzZ^q^0rL{9kXo3F8&VU=e;{LbH8<4aF+C0#$13qpy)tIZhAfRcyu__w<`bv?{)X!>_d@lARQZKV4hPKFpIeGm^PH)v*3g9oM_~ z$vn_iA-2iuzfN`?Y=dF2_(k>#3BC4xL4Q&Hq;&C25?~3WWl4hSOeN2CmZ_f^Y?P2*5b0aY7F8t1D>E}5T$MKw zITQ|{RUIYK%oFqD?NQBF@WZh|(QPeEJ+u1mc0^5mux~GBb7zNWf3oTgf^a}DZ&EYH z?7*bZPx|2h-iFJ3!ce1v5f*qm0Sg*n>Rj} zZepOC80_|BcRYkQ$ApCk2K_?MkGap%QXT5ULCO@K`oN4LwB_^X3(&P7jjzEc&&uO$ zOH6m_wfpIy4|n8Jjv`LiQaf ze^`Z-S0c-BMQZoa~^52Jf88vZSn5+|3LrnEj9zRha+cEH}8JCV(CdnTPGUOl!wS!^wA_3JIku zOYFtEJ^$}#RDwFl1#y{ziySB+=x?*;mz;f`V)i-Bcq}|hF$y2Zcup9B_btaJ<#NC# zN7|ZxRHnnU)%nUI5-kfY_-k<0DfRt;-O58jMO9JpftqU1_3bjYmE86GvqufC4tXqU zf!(RWwLukeg3-}I)DG?Z-fVtY`&-*O0j*7;mWvP9hcRgGxh7TFy9az43%sGtwSurbepi5TEaT z59pul>yVl9dkvP*$xx7or|RzlQ2$Rk&^*t7andvn)vMD>3giqU)8hy=@19Y))WjWl|4*9;GDuQ~>#0#>Fnen0ko=bQhk zlWq&}Mk1oyIdn8J9_F(3y5$XlpdkFj37L{lcwu*OmEGTB&llh@`S%H=MmEHvM$$(= zy3_p5^gru`W*l*r2XG;{btb8{gOu~%q&5&40R8t*oKi(@to$!V)$2K7eZMp8_IlT`p#z2*YM}{7sP1-$dA9cYAl*)#}aNr-`o6%t2G`+h(ap9eNKU|8jEL3fw1u`J@>?#hQ@eo%P^G zJ=glJgg@QI{$;IG&{iWrR)ziDlY?BX83GK76u$Uqg4M+hZbMT*UB|)wk^@x{0-dtT zxDveQkpFtm^sK~p>|kaOQV5KBtgqz3RHLG!p(!kndO3 z=)o{)Z;zm751;S#Pr?k}@hgJAmDoSebfOnJD7@4f`UI^m2WE?UGMm>q7?JrbQt6!0+Bcv2SR~|3`RRTa-aI0 z;t_;UQqeGxDVPrHj|eaeafbP3UWT>vfl8X?nbfx%yX10%e-F0U%RjkL{JGn4ES6$p z;~ff!$tFN%6ZJe(^CYzd;FVfc)d$ggaKMAJSvJt|m3J4HqN!d|5TtouOd}nBotYlp zni|R38K(BL)b81lDNUXC9T%6)H}SmV9uYF#VIo_l=ifnV(&;{IfQGaP6i{RUP!J2p zGcGG`+{P@@)2*51t=Dl}SgsGZPt@+Lk3XqcxROzF{yRlWEaUNa{zhvw(O8jmx;9odbPA>vOe!s|4{Du7}uxh56VzCO4awwO)F- zJ2h0rFVsw$&aL~Sf3j*IG4S9fISUv)U~;N|rJ-8oLzmg zZqyxj?dJv-`k|ySr`;3mGOu}NtioomQ;Sz31OQ+#$??zknVbrp|aD~HY! zU+aao$5p{b>h}FEb=lK7)y>~qS9^M&kW*{>M_Ng8zfEqd*Y$pMSfd-w~V-u_Mr=TPRaX@+vZQ_Rj==h)|K|+G?qX`w*?w7~) zi{Ghao=bc5VtD@c@M_D#R+h-b>ko~bMd$B(@82K^OJ))hQQN1? zx_X-n}^cY6VsG1i$oWL)Z6+o$m&zqhI-&C`Ve_+XsJsd+~2SYV;N| z8KCa$vnIJ9tBz!>0Qi|-@DR>iM0A4WR595d9*V+pNAhw&c>R0P=nl@z?yylFjJ4X9 zHhP#2EJ_c%gHb7RY+Qh(Dm67J5P|_`42UZ5Sl?lnf~b|ax~UctK|qNN<8i)=VpGW@ zzUok!0iwtYh#<6IaB0Ib0NT6g*=MLzz%=%Pb&4GDO7rvcBdg0@QMgD{B%tOHJE&|| z0r6H)c|nleZNTCHz=jMVxSBIE=pexbkV@bS;y}cfL|FrY=3nQW0nDU}#^OVg(=)sS1=-2+B`3c=RQbodc2jUI#>LK_F z)Idka$H@RS*G3lu!{q`v30T3F97R{cMI%mEQ<2`ACL#m#zi?{6heB5Izj1FscKnm$ z3{eh6$Km(CG-N)Aeem9KPGNQvBi!q{43<`3|3w>otv)ppW>gARTS*qn6QAUio5G7&2;D)6dpC zb&p3}?X2-;it97;hKsX?aDOPacJ^-0hIR{hpf|ODZXXP&RyJJ17T(&@P~GedCFGTV z_A4y&_XoEjk6K7$L>*tnZ@IG}hpp|-A(p|bSeuV$`4jIE*vFT`BZ$+*I z{gMT`KC^7ETTa^RgYFKCszhDd6RaPfg54#(qmI20_i=Ni z9n(~>%B-UFUo4TU7#LvKkL}R*ZXWsqaD}irHa4tNr)!>|e+KQA^7vm@&)Kgy5L)%M zZ4M!fGJA!cHy7oG-Jvg3HZr0I$rLr zH3;)~z>}!T%cEs455b|2gg`-a3I^w2p$JA~+z2HE_M<@dBC=W7r6A|zFlj5$P13+EIlQGwfTB~}#= zY@IQN(hP|~3=9m6#4L*IV1(P%3V1cxBMyzb+OUN}O#u0a%wj!MwOz7%8XPOYslSFN zqyuqxA)B#11t!RGAWgyr-X@%U9dJz}`A2YN!PJ+)_1k2TaSs@OXo!Azufmp-y&`%k zkT7C5=Y4ZX)>~}B#;&eVvM=Ep?lUf__6t4>ZG^pv+YiWh2pMSe6H3Sm{(Me12x9+) z;n<>iz1$?WoJhL0@ncQ;jPZ(zCc#@OUXtti(%^vr13v&cw@P7yqCr|1&rPO{kgeWS zhMcOt%#6h&Wa3pf?dOd2SH<6g2i6!nE#=Ea)a*PoyTeT@gI&(jI@6vcJLdFe5?&gd zxlzdY>{D%0+8?&-!2E6y#!MPM4!TDWutVhNI2L*<{!3iEEYL=XPnXkP8b!AvV8+Du22|=8Jfr_;s{1#JtMpEH3}bJ{BWmJd`+_bSA3yvjq{Zi zdh83WAs^=Z+zUV8e;wJ}xmASPC)l-3ygpf*Kt6YEwW7dQLSdG_HTVoFE2~klc&~He0NB7IBs#E(u zuX6N3?f$a-)7bb?AO!o)g`lEbk!x|N6@s=MX0e3kPHLBWq6HjK6fms{Ycf~I# zxE_8ViNFK+8nJo+ff(G8&|e`%IAj6&`%3_U2hPx-XmRfo%f%gc7 z!jXbL4~RU_mYKjD6e!++G@ZWxASoOKh=dKX>V3ni0eS^dGiSM7t&MYv7G3I#y%mEVf zRaG@8THP0;o)yE=XZ`X%hmEC3AzQ?cqUnkVd@WLJPU4WzZE|5vwFg)iWpfSQkMTGX zEl}A*f z++TzRp=u-{1q_<_vVDXpp;^Dw1jHgN`Nu*`GhCB3IQ`BPjOgC6SgVkybUrV9dtv=| z$M2q`du)6UP0d3NK3|xDWag(n))H>m7HE%;UYEjhXFNV3zRi%~2d6p^bWkLMr~=4W zc_3;3)hqz<33D$o_h8PezP#ct4>ne8RU%_lM4?wg2j~ z#|c9|qu2koD>0Y6Jqx^gL$0_|w-O3Xds(Yq9hdK5>{iJ4HA<-xfkR8v-;OXZ|i@!MH@Fj@VV ztfFOWy;+EE1Uc4VC;eNh7rU4^PcI*|zWNyQ7N8Hw>bP#P$N2`2mEChO-RCfcLddpv z3fzWV+W53J8^5*ZQgp5i6c#-VnP0g{M?mDF>3kly`zA?w4nw$6T4p!9q5R_|?&)H^ z?re8O)Tehb@zG&k7IQp`LlP>pPytcwfO@ACb=A zGhyrDuD}p3GE+3Z&22Gs&B0Q`mq@Y%Q@1PjvyYI_*Zkr*qJQDbCS7>LplpR525Cgr z0#7W&!&*%c$pkn(Aet&TG&pq2o*{#8Q0?Zbq<=>)cYwSQ$p?th5%~%b1C@X}AvYl0 z`lB_D^dJ%kvey}A9gvj|G6}HqM&tz`KY$9qwE0XFIDD`WsRa2B5|aoP=UAVCA_0jA zXu&q3K?Z-aBrnMT60Vc&UYNb5xq$c|L$o%;4mH5QAna@qDS_S|k`qILH3uO8y>83$ z`BCY4R(*X6h)0Q@6%}#Va)DwBa`;laE#8P zOQ2}Qgi-|oE0(gOACCd1ixe3!kW~jC-^SY77-ncdq8bSL}UHLzlb zz5+x@aEiixY*~5H@{sI8G}h>MJ9N}4K{uL4UgL`&ZSQu1_aNhJmJhP)?sXK2gjIhA5NcAfALE^#- z^mP`HnaZf!u|$04q8TyZ;=jQ8W;@U#hTu-?;qezdDNBYR({a({KE-}n?7#vMH9_Y0 zy}TD>%p;s%vVM=TA-fb3+jJo-MxwXNmA5j(Tg)=qZS=bI4Lczk5s??;J9#=gBtD?f zB$HA7+DD8N8-u+Wcu~%$7aphgLyP~*5`vd~>M#4SeFP#*pXC-6=*ua zvlae0ou8lc-PV%q>&5l{Jnukq)P7fR14U|g#b6;yi~Pn2}O6& zzG+|lg-B=P{Vz^lUZ$5X5PZ5UW*mj#<5@J9yeKrVT5Rc|^^(GQ*7>dJmEI=f#kR$v zjp9tvd_OP2fNd$x$r3KJ8zLTWMHbzq>k|e4qXpom6+ilNweX38(>7Dom0C|0t749qtVdJR4feh;2|~{08?jWT}te{@;MZr+6&sKqSNt!^Hc59B`CYM zfPf<=kIuHCg7H&|(0jllfe#RpI|7qH?1U10d|%*Ig1#RREp{G2dTX2h_4>L1wGk-a z+Tn4FjqfC(s~}tf6#jDXdW0g2r-V zgXe?hpP=O3fFh8XB6ZCF%q*l`i(09N!IVd=ZU*wI$(?woz85BbT*N3KWQhosah`F* zAxRACwvkuOCH&&6(TaC~D|G{dVwvzG;U!shUcAdUNi=0|#&hACmY6kJ>yVOOc2%;Z zU%ugSBD(O;g3E%!^%^{WZM%*_zxgIQklzRi>Mn_S@V>v37kvX{`>{%Yk_~Q>kji4a zwU!;pWB+v9vwA3;$Q}_?l6rch>$Sb5KhY&E{;^lir{?YPb%K>s_+91JDG&K_@`i;I z^~NqqE36M+2$6b!`3tM-Js+B6d%k1B{DMPWD>^LKfM-0xPMDWksWf~7zMSxV;;ZTS zh;vg->mHk*b-l^k{D{#wLSu@BT0BtIAM^B2MFLtPBS+I^KBeMqFABi`dx-WccCkO8@@y@}&oqmYLE?$5rhglFWWy zR922wBzliGaZ<uf~NWjAs`+NaWZQ*phF=KQMmZEc|GBzK`VtRHCgW*KdIepXfz9MMOI` zdX7;ZlkoCQ00QI~0%IOzF~?CXbKgz=@_>=I-|>zmU#09(Ei+f@h|r$L>?tngr_;on z+wFf6MM8V^7S?A*ijH8{ot^Zar$M%j=a*jrqMYfwlA9u3@w3;liq5^tX?r)mvU~WS zY+?RskZK*Ud-Cn0XufWJM3o|ajwkvto!&McX=!mb(=^)fn1x&1pcgGu1t3dQ$*D}5$h=&m{ZW-ip;9{4OK zPP;L;&uzMUB=|F9ot2XqQ?gf2z4vnDP`Qg0vG!Gu6v=7khRR68Cj<9ZC?+Ouo?Mh9 z;67Nr`S{m#P~V}KaQSHORv{_A@A+FveVB%>HMQfSnl@$^E|lPuuUv` z&jyW7N#XXpi2)TJGAi(Z5yGZspgRLh2s!)!Vu9&FICubq-0*2cMu3qjFZ29lu`5j^ z?l~?w-@l4CKxhA>&xTF|8ZtyBi%8ijDxg?t0pKMwGkR>*5;`6@TJ=V&;V9J($Ily3 zfQo@EvfQGR3_44#qnq36bG9XQp*lu>@o-9kUa+&ldmEVKS(v{E;d#$hg2nlH6y^NC z<|?q)5y?Gh%5M>3>!Ku*Z!8&jP9T*HV9SplA*MPYkIc$qV4v30(Safg(XKIE+)8T!`k#a=WI9;g{1#Y`I&4aXVe#*H)wNJ7k6HWZCYaykGP z!QZN(i-RH%riY%HP#`3vIbR1v=fNQLkdT>dwmMXzSCY7~7l98gSwW&bA@mptm_zc! zuN1=E(@3>FHIM}eP!$vuR6b##2In(U^dc{BZM<$spD9iO8N`4q#Oq)tjGM|A6TyW6 z5y!q+gx-rYmr$9Un(77g`vQO~h=PT9h(;9~<}_dq#BbK?Of4n1+`5lJQ%f1kt^4I2 zefFxobUyC)?`%W%=dfdxAng1U+b7JGbrUbR)UPxkBoi%LiWfcMF@@rF7HmAF!TK1aGd+9Vt5Y zUK#43ICp)0NXIv@!%I#%a3F#94W{IHiJpUEufS%gHiV+tpnb$S6<5j_(}%w%Ikbz< zwQRw~^l)7XBrC0azEIQH8~HtbfjBrN8XzIf_{{_m0P8oq?_4 zLZg7414A0YHs%ycRmPZ-{mE8GY5r$LYN+ozt`-=f(EO=|UKJA0ZVkzr{ZLVMZ$br& zxCK&m8R(7tEDJfdrGT>}S{|y5QJBD=D~(;Aka&2uFZ^ihH*V1fYW|}HWjli53d_IW zNh5WCdp{TUY|k$|KhVSZS4Wlj{qi+&<3Z;k0eonf?t0T7JC7(`cnc*MjCX7xiUug< z5OEcNy)c*xvl!7f1Gz8^)e6E!q%J~Y*+9k)4j#Nu_v}9V-kaU@Iv6bVZ+l6}U&Ke8 zOdc+sbXz3k0oEK3zXyK^A*e-R2R|=aK?aOqI$|4~HZEEwtU+^$*eqaU2GfXpy#^!) z%1eN^ra_{b8$VcVlcL3jB=!OXq^X6ddBJc3iAhAElBDuiRhg z(@Ni;Shu=nm5JJZ$@tZ{LnzoD;|}4Nah{OJ)ehzPTpZef5rJeiuL@*KUR{Faxj{37}WW~4ga^|%nr^m|q#R@e5U{d)Rh2rJ^A z*|%(?6n{OH-1g6C>=ilw6wtda;+OL8c+WTu?qf8qJVZcNaA;^~v?5GQF3swgb@IU zJO_k5yj(&4W+#lwk`K6zw~T)a8-Z#YZV@py4p%>`vkC_H9`}G-WgIZ!8ETUPNN4n` zjE|tOHK9Olo@<*}TeBRad<$Pc%z?Q#;ghB#0bXS*Il1=T`wO33D$G!1n_j--RfJ5q z$?M`{9+vrlu!+;jYYqObr>L`OU+A=GD4PnQMj0~1NF}5v3)Xz`vl#2?3{_)!o)5RBdJ~2~9dw4_%2;qG0_mN%ub&>WuS1H6<=iV_YLlQgVr`@+JH?~%O?Qi{!?)oad^E*V;H&-6|V%=r66Y&(?k@j2{&>Q>rH#^flXNf)nN z3Y5A*i0yz0;x~X$egB5h4hSgZJVM26f@XfCx_hut2YB5a@L@o#(EIb?@&|bqj2c85mAqjI)Y*1E#V+80DhLuRu0Ubij5g}Jn zRvm%UVb#LC$2M$a&@MnkIXz@xBf}~%)qzYzRhZ+{muy3@>{br9UpR<`kg-8n{eY}M zHFd+bCBs<T5<3Znkj;&%H`ZzVrdKMa8SZ(l5mxhRNGWU5otHs|gmbQu>_ z4R34|Mta$gJ)Dt0tp8ZyJ?KH!_>r#MG7DKF7{jrfSDu2@3_KYZ;k>>=^X>@)5d4tI zPE9Qyp|`(3<|xOPjEoa7Aw(zOh>Z&-NQg5skvILE+z_<2Nctpn*53-W3P)gc40u7r z9v^Yjg~b9AYQ*zG5~f4@+yRwCLo#d^pqVy~j*E~N&8kys2BKwIX=SI#Z z{d%`>diY16!Ul96ro@nt>_Whd^TR+7 zj7cJJDjZ;k5UKkOOx;Al&KHVXL&Kg3Quh20A7%jRm?LjKxB~D2eChrxHU5!^O+YLC z*=ukU0@sZ)dun)8xIjOH_0vP(N8@!2XZ8cm_W^N1CL2LM1k40L1HOlyMlj5y)&p=CVf^oVKh<%vGIc+_XK-DE;zT5*Hm8uj#0WGuYwH+Oa2E$ zDnn=`K)Sy{{Lw4%`Vs;U!&H6{vi?WOFIBG|bouY}$s@B_rKmLUntHJgIuG3hS*X|n zA_X95LpWetcvRp5Ik%yCYbbtFZgQ1$VPT;eH~=8!HmHg%o?B^Yp_+U}V6^Q7vA)u_ z+xKY{KbQ^%(0CgGjW`K!ca*>O0h6wSvF1}fcyM`?-r3sv85a~_a}XBMCZG)Z4n%zb z-_psv(V2w0dxS-C$GYb`{wdYPw5vm=i&S*}-bAI1aAvQ# z`0y7RIy6KXIki}&_bhPQO>U8K8W82%nYX1_p;Fzw2Nbp!l-=r+UmUC zbGa;4VR1`U;*@N6>S z!@SC9a>sV}=Zqo=L7^tbV?9CY&;iS;mvNvo&6&~*MA?5?6=j&C7N8hG_=VYP;2DpM z30B+lMIPRc>rl_KmwW$)k@eHGaV{r}ohEiZw-E7X<#&cJWvoew+O^f)ptt_l1+;YM zybI8i)vHRZJ;ejn=^xrD3po{BU;w3wm9%a1o^480sZumL*g~X~!HT%8r|tC>n-uCldVNtQj_!qMnC zN}Z3LFL%9mt-fyKCHr^XJ@48zK}FF&QXZ&S{l23Bw7=G1G|5?r@m-Mv0Sw!*YPhg~ zJww{(Wo%R)l$!yY+dMyxAR@~{xf0lcWRJV^l3$Waq7NI`(U>@Lj?qE?r)DQ2#-F(q8-aL8La2* z8ZD0!c@~vAD^mGkEWpREXQlm$j@^uLPtdyb}+N;w9D|bzvcQ- z#lyiX#htrrrs`Eq>ZiBiYpO5)j(trj-Y8!5+&Hagr0ssXH2mzhgpg!q`gEnF>0cXk{_O)4E#yxlfkgUJ%U15IyF9 zX|Ec(`MqaV7?mJDf65YL->}7}Uy46>vvUi*C4Z#8Trw;zTjn|yKt}^gV%nhnFhU@iT3eV3l zCBa*n6^th4zsH}n(4Sm{MrPC(sn}{8Db9z7?Sr0zMwPr%958m|0gz`K9X^zmHZ?HDJR|)Ln?0ttr}mE zSE)uh#l#Dm_sUFI*{Rr;y)48GL`IEgYdJc!s~sH7mfLrGq;rF!Up?)is#EQKY{Mx|K(o)mCYI^}sq4KR;YdC>YPG*QAup{<1y^R(()E$&y zf&kn*pgjCMJW_XPEJ53IpCKmwcC77u=4SL06dByjKym;u4juwfiNT$N$P=5JB~w+U zzszq}%~6oThyeKJ||eQ_mN#oXyam1x_6|PR)%?oe8-v{O*YZBhyPQtDo&Tb#XCj@H=xQU-are>p4RE9 zXOq-M2TWiio*(U)xDcy6&GFm&?+EXt_aZG~g9lEv%YXmU%oi{PhrDF$u)$p%=UJ4J zmP?5Lo5}D=jfA}5PfNBoZ?O+%$^yFhiqogy{DOAf7|Ig&95?7EYJS4V%>>?s-&DEU46#bGW<6w`etRtk58G<5mn8Z zXHjGxo8o%ajv)hMy4yQG)xD$b-wPx>?0#Vu8kx$H+R1RP#ODFprAG zVj-$#|4(&gwK(_pHfO6<==9DsL&mh~Ok1e4Kr~e}HNb$Qs(GCv7^>p+$n!#wFF4oo-^c})>_@S_*QP%Bhpjl z=5c9YGr2a+H}fW=g0$;#GM_zBj+X0ElW!8|`2qLeqxH<~u3yd5>_&%I4NLbEHa~E{ zLJ!*f_Z zKKGsIMw@qI7;$Qtqf;oaJ<{}NChrx3DVcK-Bw#eqM3uNhcsT2A>dRKT? zsPvc5QD%%9wi)>b;NuHFOtiIq$Ell0cKu2-ou5FdUTb8L<#v7h*igMs2=BgCSycUZ zuE%1rw-gvYd%<)meRpwuSB3#!iy!`4y@;ke?JYg?_rXzT5C5#l^O|0nFDhidVg^?NTVa{_^s+ z#U;AYzr{Bu255i>sWSJf*;G^4RB91)@LS_5)urkBk?C%Kb36Zr2+ zDv#Amm8VjOh*3m^gnM z-`~sUr>ci}0Y}U}PoMHCyV|)R2!xW$R~jnhb*%Af3pIU9$V=Q*YL3#@@9h_yvRXA2 zp0;drrCy#Yi(yXOli8$6klY`~C-soj60I(GXr-$cc%`h`Vhg*L_nmsu-(d;f=1iu@}}_0{(utR>(gEV*8wP2}#t2bKQL~(eGF`f0(;d zAAXy7eAvBc{D8xLCBtNN2q~DoJj|G;7*+k@*~lVIQkcLA*DPC-lrNIa5c+8yBky=}qZ8(=84Qa< z4ID3AdF~XJ9P)?vRk$M_2>JTb57pr^=MGqrsdoMDWt|%J+=}i=O?70H5cYkaUS~6a zo_jA(#XONO%5U>K#_zYAZqM1sj@e4A`6Hi~O(oh#qR|`QWN;4$Bu|+#kH=3zkCQi% z2`)1cnrzR9S5CjKG@*b~7odXP3`8W3$+BGhndE^|#&$p7%MQB(eF;qkNT!8+`hl~D z$}h3gU2$9|dHp$v7s0N^VgJq=oue7l#C74BqJAG6Dx%^$6DqtmA88l;`qrZ#kY=_t zR`Xm?xl^~^i?vg`WIld~h&he8jmX9Vo#0;dxH^f{%=fR#8^^5L-^=NCdglV{WZV`L zO?DgZOW793mO~}_-)G}Xe{y9kw?99f5;M2lf_y)3h0EJb4Kg&0G8y~~>`K>R7)52eJ4p|D5 zRR>>!Pab*LLE-tKf&W%qCeNKaFDy`Iaj+r+jboj+F;<$)1ZoB=_oh-tYt{vahHJ`9 zPWSqP974ZIR5y+Hnx#&?_nuNQe9}K!?|@rOPm1*#qqrpI=sT}}Gt+lrb(*(xxn4bg zqwDfh2p-c$uAqBTRr>1>DXW>9dlbd?%gy{~yH|wD`Q>f7hkkk4syamPl*8p4^hKoP zKWh%zy=-=4NL7Z|D}%{4`N>%GnV4+g6Sk{X?+u<|J1|ycsp(FB{`o1vdF@fi`QZdU z1k9aBLeXqO(LVAUc`r%#$HiOf%~@@SOS8%`-iEYWxMF*_{}5!NywK8C^wj1q`yZOA zdiT!6fsrXWy+!%27vFT5j7Bge48G#c%Ve3l?<|Fst|@fcXJ*~kKV&(}5_ghoMd3)c zN8P20E;hWEP95}W%GkmH*HJK^oxV^Pb0FoUR~rB{C}SYn+Z3;!g>BX zDH1@j{Zk{Lt51gc16xyYR>M_ul&;nk2P5NF#FJ#7ed4c0d}nLV0{}rek3^ii!L`NS z>h4?QwlKbqd^t3+e#H$H#m_&Ru_xUXauFB(wRBZmT_huC^S(1NuXV&zDm)nvDq7&ZAmadC}sm?!@3G$yzTBU*CfMnW@ zZZVvrjU*KFB~`Tg@J=#%LseJDE=Jcp`;)BL!S48bmv(()Vo_)VKu~bF2)0T2cj-*? z_b8JU9gmb-vStRHuvW{Z=r;Qh(A$fRqoax)Tecj_4pP1nw<&+Uf5;SZjQ=B!vCnC- zmb7o2s?XewG2HM=?0nnbU;b2gx}z4@==8SAPhS7;vt0_D)_~S$14aTi(${^%IL|kt z5A>gFlJ!ct;*j6S6ew7D=ljR^$+}P4HP!uXo%2Pb?Ju|iy~rHG9U8KsAy^MQ;c95i zaovZy+_d;NLKoGZGQFRM@*X!dOd%x zk4UmT|3BZpge|C<%fNQDX}|GRnxt!B>OA+t5&bkP*IU^ySWbd9^RBCy6rR(gc_YD}oS(4Ny)$IcQRQ63)a z_SY-as#<50T=KC@D~s)7_$-rYmM?MJE7gwL)h2@5?n<0%Z;LM{UH&1De$J@X%r7@f zz-8)vsx9Q$pVa6f=n{rjCKs_7(h9DK6CHwCh-m_uy; z`4BDxaK6y4jQpq$sVYoVCx7{)+)S+a=Vo!aEphJhNO_c?o}jkl=(md4XnJ8H;`vmT zwRWCVQboax(fah<#YAH3(eLcEAj}sZnh#5DQ+{Rl_!>KvWatyF|F@KbRG)*Y74iE5 zd&INnjq6RSKlGF=)UOn{xLz6Q2(mzd6xz)Xq)$;Mj65$HbCWM|NJ%?;_vuS$c1MnB zJR3_5%bGkmi?ewCB|;2`WRT~lYeLO_x^eGha98uXLxT9u1%&hm7Yz_+0Yt$5^`8%i zcN72GH7i;X#8gQ~Cz1G+noy)Wij%v{UX|T|2z!WgcEvW+LTm2MA1Absw!|TWJ!l+P zmX@byr@X_{+4V~4Yf1p|NZjly!Cn#-r2;v?(kQK6M&;?zArps&nd`uS-8vZb-W&Mw z(WhzmyO4I&-1)5vGfsA)RT#HXC?WFw>+Mlugx4`(H&qr`+)c|ENey6pjNq#%E)L%tsqumAhqXY$QBQ9Oe?TeoO!}LwMs3l+HaB9Kc27+QeoCY?Fz+yw8BJ7l^~lANF%@ znak=|Pb@GRo#pG2mnY$=)C@YTZY|{DU_T;P0I=?R@ z%FU+xF`q9r)E&yry0+%ni6EE1$g$AdJX5GKW;Y2pM=pfl$8P;uu5`;@z4(U0)oOba z6sujQw6?%_#*M&+hnEgX4=!2cbE&F~4%?*u=4i7}oZiuMNa6K%*}6?k^rg{?@{f&7 z^sa`E!S{xzRxqMSgUIDzLIRY8Ak_z>v~*wkU>I{?i?7eQ@7T%%wwWNp1#xeMZ(O3} zamY7cLySw=230DSZU)SB(Q__!VEt#7&CCg-QnKpcK3nq@m_(sm8$JPn`#cn1SIIC7 z>t616xo$&^{?9H88oO{4TK%Ao5W=DWLB#0@vYe2)DoO7Z=CnH=RMBMbKO039)H^ep zvKB{98U|I_P<|!88JgXAKkVrXw9H6#cgT=(mg4N4s2&*`Y& zzyBexY{6SqrIDX13KGMDqGtx$+MppkbeFZesjEr{P^33u(C%uRSFgBm_w5(|=Y+$E zdj)bD;F1w>PZ$9$5XGL>cU@?3$e#zYHLP85c`VRK%Zrz;>-+k_`&9U)$rjN$e@imp z>X{U4lN76i=LLoDFE-4+n%ms(5`H8aKvo;^XtWb z$9LV(6%Bqv$4s<*n{IhQ$x{+Nrkc$x@i|*TGlBGxdP?t`f`K&5NFruZRsLoI=R0BgTw=y zLH&lata6kC3s-ko;rl4#4uRJ0GLKIaptuHhQu|{M_7H6Bf80zhK_AvMDN$eIF)%S0X&*E;f4f&NRDOHr;6qRC z-`d79j^LSt8}ELQO3!fFjWH0i+~O{ckSe1|>|A_t&}_N*AU34n2}%4!pk#AUMvocZ zUR8|J{rvo7`L}P6hB=RP+H($_>w?wvBVUEQdKL3B8;zyV9<~&*=Q`8s?|;^r?)8R5 zE5{r8sKERndVQGZ<%3Zk7&%fWv9Q}jKHotScFW`c`Cj3pXQF`BL6#&;(ty-}7!i}< z(vmMV{ZeKjxhL(ykx4n{Ia*!r9O7U#<+11bnvoI}8)I=rR$ZNx+`pKxd;VTLf0M?* z{G_FBwJaZz3Cp+wiyLL@gW3JW*O^AjJf+vQc2DG_cXb&R+E+WWE2@cVn59&$*mZvG zYoPW;wyxSr9P+-Fl5U^Jncl+ORMbE~4y9O{HD;pK9Oi!X^J||*T{k$|B%g-;DtMHu zn))5#??9G@OfA5u6U=Z-@cF-m_I^4}>VH>lkX`~VIdb2zaBwtyFue!!%+>Z9nwlX6 zhR4KWF%O)U`)`9vPO{2o4(6Iis+CPlW=b1IdVytR<>JaMD|52@S!+&42Hvkgs=s_i zhAj~b!e5YPAg&-wN==Ra`$CTK!tXefvQdw=B+zGXBv9ky93GFXBg+`W(D=CSJ zZqpRnpb}zkqyLC{mba=travt*9us1{)uXn=7yPdC{SJkH0FH%)=XE^ow*|{>R~)6W z6k2t{-%?$5XCOYCzA^3yYxmU-B1snRIKs_E1DUeVYfRdMDh+cnu)x)5&7 z&3x=5((g|*JVviZ;F(q#lrxYcX(D4*1#53Xt}}Bu9)A6R$F{mR6qtKKMdTt&{Ih zTT$@x{b#cUDJX)t@?Tz(QQ=FqJ)Eis32nHx&{W_clXC-;N6Wd zTwMD9sQM0gF4sQp%1B1`p7A%bx3US5l|8ff%7|=hQiLyZ`rnUBBx$zGHnI8B1G2%oG$BjycV-Ph&w~5j8cW!2pdS<2HUi zw6?S{UJR-+K=146>sx}s@@qgc^i|gT|KW!<^BS<0KKrYeb2deRR<{ak7_c^gjzV;h zpb>x!Rl)ZHnhBtT4JcGi4UH$9eb9l2W)B_0M+R_+M|v{Yc0q83J{|*A^siUt{ur0w z2lyVa!e?kPU!`3KAv)55I~#INtsI5#;Y7MQKGGZXw4DJGTJ z!Jv;8hM4hoJZN{wpLd)LS6^DOew>gjWo>n%L;aGxn})tPno`0C-#vy*+GaUjWAtBA zMw4}@p87c%L3M&4C9b4YMpFFv=ZA!}bU6nOJX~vPIZAigeioBpij$C&f;fbt%#*4C zP!ascWCO@gc4Wv5c!8-u)MNe8OVe_r3;EV#5 zb3kGN-|`>BfhL7-(F%D6g#1j}n+;i>I93#x!e)lLwN6S2aU(lV`Oh*4p9VwH^OQL#acHY@xtU#;gt`3*#8VkKqPz>HZV0Qe#{hteFUAW9@wYR zxomLVD@q9|05n15BjIIlY&ZbOW(xSJAae@hk_hYtLPkV~g+c2HglpKCR$)lu{%!wH z3dlkO+z1&C!Z!THRKi(q2_l5;#g6sW*JkWEDjO_TtPNH6Ts%T|yUC4G@>>!@T#_Y$HJFhtuiAYE% zG~!I7Cyjzj-rZ`uU=7c8AR$q2ujOjsrpeiCyIf=|89Eu{AvGHG0EHsaxpOV)dk+tM zxnG+`f{ulho{$NG98DFyzMWR=tZuG_I{CpS* zP$wsT>z+#g0n;+qQZ}d>pbrQ!7dGEKJxB0rWF95qEvDMF$eh$&`UjI>m;w3&CC4-o za+Qn^6<)^3F~)e7lo5+?5+$j&Res^3p0BJR!7%X1s~56L#+iO|!>>{CGO2-1oR#(1 z-7wVUq%doPsX~&Z__oN;yr)-riLd2rW7nY;ur0yr8ZaVg4 z`k8F5^1OAFphc)%%tS5mSZ z!J5?~sESzXLGL;or399=0Pc-t_{XjYFh$q~NkBA5BzNExMfhYeScA6)pe;T)7eKP5 zl57BW3u1c$Fhl4{lVF3wi$S#=;WsRFSiY-pTtFH76D&^o0pZ~FG#URXJ&d~k__J*bnXv~P?&JQaSfSi94g`}op&&}UTXMAfpZ%&>j$4zHHbs> zfyXy0IYE{i@sk3)5#%JuLn$p?fkPO3b)H-dv2lu7_-yoQ8lz$hZ3R{&n&V7D&$jg5_sBoUCT zl^?C@?_3l>$_j1?G}lLgsR~?NWJvPM^_8IH66^Wm~n9$*5q`_Mbluy7x1Bt(^${Vjrz%1k8XjylMS3b5y1IaMt{7rXDCnGs8py;(YDQv8)Z zxmJaECz5MpTV%!w(J!LemEKhf_VSA}ZP?5S07{OuOiMW5=}Wxgjn}h84JgYGb8LZ9 zMN+|ruZ_9cWvK8Sd>BQ-fC*(2|Gvz*9^=O}d+yJ|g7msuF zvoPM>MzwXOpdM5~7Ai}HNR@@}JKqa^TmhQSt?kwk&#secuM>QwD+V$X+S+wj$2VJb zbVE1FJ6HA>4}7tFCF=c6NMf%h4~1-aLbpTF-FG#78Q0uPakOjt{niAf-Yjp0CZ;ZX znDs47D@sh=-WK5(k5cy6Xwvl&JT@v(G^7V*!x%vrWiE%Q=-G9{IwwUq(mF3ixG4T> zU5nVDa-{L*KBOT}Tg`Nr2ley(MlG5Fy~6G7_i4y|ww4c<>68&znmmp=3$wH7XFCA7 zu!gF$_4N%E46AHvp>J>Mi!x^XRulEKr5U82i+tq~eVh8;k2wOl^g=BO394oxN5t@4d+(7OCE>tzq3K@1T zumAvSByj6iw|dZt78s=!Y6Se*&%VfjZvjF&q8tF}It%b6?z4UVmpQ-+F%`^NIXO`T zSeIgs#lRWFc^1mn%Q0`X0R&y^Ji4$D%h?BYrZJN)8q_TyH;IWNNcGpOkgW`HY0VZe>K|BSHJk~AA zVRA0R(AjN;Bx@M{LUpU4qXWreVNucdvJ9>(?n)s3$aY+bIx}^ zt3Ip>N{V(CyVBsCI@n}yW>8>x;7FyPB-18H<2K7*!F89WW`HDV1#7$3`bH0bcf!(6 z+ls8N5K2eh%U&@JCt10@)V@27dV1TdmQEz0;Kp0|hYTE|whdVJPAML|!*|0`eTtFK z`V|{AW;1@h=em15?#am%=A8dtm3U-gXzEsO6(dtI_B}&IJ#i}N^XaQ7$1r4ac{oWl z6WJ^Ks45IsYdF*TaWk2F`Eop2ei8oa9?nc5i4A+$8{1mZf~>ZC1@99?lXjf6+TAeo z+#2%uG~3ToUZZ|l<8(aYOtc=ARg0Q0DzSR-YPq2fd}a)i1uRWP(+g5P*MRj1Ejr-; zi0znY-gMHzRK2X)k-7W!eN)26q8(;^?Qefcmx($1S@q+>l|63Uxbb9E&+261S|YRS z1kWYg!I+oV(KxJmX<`T{v56@u82Kp}=cE)L+KL3|ef;2ih_0|{{=y1-mUpk7_A$R? zHh$e~=KPR;=~|Yb4a*(yY}h@r4O)Z32P)=n*uNgW%bg5LgE;v;4y4@w?fhP8%}1JP zAP9RO)bs$}4XuE0;LAO5Vh^q-NJS4mHx=OO1PMQ~-$C3HmDp3#+ykmIkW~FEs0by! z3`qL{>l^@~Na_t2QG_^xoRz;;kir@!`5^`N29r!c#1Iq|OpKHa45E>Ua%(EhMvP{AH>n3ht~3%n&?2Z19e-gH3&fU?tr{R>~|YYc0K3YUdY1* zh0<s;7;mg_CZBJzdlb_|X+iMsqB%$s~yIYapHAA~=BqO_Due4sc zH6`ji#3rET+gDkIznbKHW06zZhANeuTFqC&A6GS}CFBy@Ic_T9?7Cr&;#1DM?{PY-&bU*97L( znC9Q6{&Z@zPOSJ=>x`3(dvjFw6-u)<3?;^`q@tvt`_d_uGDG;*ijpFQ{@~i3hB6JN zRJw%t;NMc$tQb5D^lvp~Z~Y z>-F908V4v0G3TF~jKV`*;&a+qNl+l_RlkX9H&^wxc-@b=_~ATwDWc z>M&h^y2cMaP$_~Uewn)o>mlZ^T(D49`o;lDF24;#Cy%qTV z{%Ip`YJnCw2$Z}AqUTW1`F?1-IW&n8XP-(=sCj_m4x^xjT~H%S1Ho;JG!{f4EHBS; zEabi*)xb&FOH>!_y-t2F=%YYW%4*te4{E9srzSwDi~zG6VFGFEbnG6Dj*TJBB%s)* z6!bvlviB#W1237=;L0sVKS+w8rSsP`YmWz-7f5s@hf^63%H>q-6Sm0#zlyZi8$Kupy8?_Sr3{XwxV z7MTQ;?F`s+-+MzdJT6$_?DtYg7Xlp=e~{2(LH5MKu>_yY@*Z_GN(l};r`f@nv*?ye zPNZQ3htuU-vc{`741j6*iM5YEvV_5w^ZF=J+uhe}kxT?vDobwZrr*|20=u=AO0K6* z%ygf}GpEj_l2P*WxRwRnOmG=~XA@1+U8!YKu)zN(ldrcTc);8VFOGX}CbF!Rp9^x2hCTvJev{L`vPHhIw>gmksah~zl-TmMB`1eSw#JoTZ$}kq%2#w!%+-0K#Hd7+ zCWcJc$_gxSJ?ZnzH!S^kJdVU9%-Y|b$K?~c4GqSNzS&X~*dVGOtY2ePQWMLlc>LMc zAb}SbtzFRVqY#SU!qkvJdD46-)EdJPI{KOX+mEKFmwsQn?HRp16h~OodYk+<7n#_$ za`KX#O<(nh(b`;Q<%n;MR?PBpPj!bN7wn`o<@Prp;+WT(;zz#kD2j-EK;5Lx3Sqqc zv^pa~c`|!e>ci3NWmI>9z2D)jQz=$g8kEAX>3n&sS;9xEqo_BVc69jn8XinbCQ^7_ zr)+i4?^3A!z}5ZRfMrhY!aByICpy`+46V;A)QXrI!&Z#WvhRwtyMM^05-rRr<_34; z_C{u`&>#AZ9Z%n~2msqliG_YQ?!mpOFN98gZHl)g>r~rY1XW6^y&co->A%}={>G(j zHPj^`(UJEo)DNCrYF#>D=pk}Fdl>E5=5eLdaaU;Fqn_mxI*D<5SFIBa#8VY>SUoix z)b2ed``iE5dhXk;wXMdu7==9VPhYnlN`Qk|adG?Festkt=TD7hH_5*LH@4#~guHwi z87`ER;2I>A?=hvET1pUm!L&nLX9aSjJCmNEbCITM1O#T7@IsAR8B8e#HqzN~&83hJSWuD3D< zIQsa3RA<1kjHG5dI`X^}`Oqo{J~F=x9TX)XqYRF2Zf}t+i*oC%*EqxiHwFWsLRtxaSphb;{oB8jjFUV=UERpJJYP!h&I)lqvBcnKY91xNyN?wnE28Q`_T*U zSZ+#U3t;PHFe+7y^pc}5AdLk_;=t5mWh6+%(fzdAun0>k~%0j~j#Qe(91Cihkyn9fV zoXFR`NzN}SiU_;ow5W>A%bA{7UpBis=i8H)xg4lvywTNBfVdq ztLor=$tx@jE^4d-0v;P%9J=g36)`SMwHf1cpcPfx{70zy;*9>s&IXg1B}=LoxlL7c z-?1sm zMgQzSnc$!nuz`{xK$js1eOOxlox{J)HqoJL&tCQ;3Fz9vqz=66K;aEc1;55D0Ws4G zBt}wHSfG}N0}PT)M0^00_TiPRg8B={gar5zm(MQk{Y&LUl(a$5QaSJzSk6HXN|iT^ z94H`!2hOh+f>a18Rb%ADa{}a2US9TO&qW@@!#un z!aIR}BZl4LcSI==nifN_9+0sgbTnSPz+D~69)jrwVqpgbG{D^uoZi)7N&y?B&v6bX zSMUD3gXnC%v(5(gNQvg;28NC2T&X_y-TpVOX5O*PjDMEkt<1SLYz=yG@ zn}tQZ0{sl)!oV?@e&)Y@s|5o%xKXIjknCKavtaiw3`vmA4$L!7_PPfKA=+*dTa8TFQ3d0xgK$8@F!>w#=z(6~; zZ{_<+vMFMj`z9~%&TdoyaAc(Y=7CmzpDlEBz0v8aF-en8QISs0?o>rc(D_mX#%O>#oGuxW9Vok6;Aazi>9c5V01_fYqk6DsXiITD9q- zO2|q=Uo_$%!B)*g`A0)fm6rmS9FGGL4g{B6lT2h*3Y!QfTu{^@4!>}BX^v&DOG{PD z9d=;8tfK>sF-Wqy7F}Jz+Y^yLhQd-A^g0oJwSxn&B^D~ItO8-!s_A~nj}ZU6%1R=G zBxv(baD)j62&9TV=8nvLZ_$Ab4E}YPDSuoz;|BdUXsEyfiG|Fns){&oxEpvwNO!Cv zWdfgXe8Cs7Pp@(^8$>gtyust&h+*u26bMPAsy9lY-D?r#7= zMHVY`x>Z<+fwJ3a#lKFv1&)i&$5GASV3G!($>qZe83?$5GAk}8jWlBsuwJJ0ht3hPmp6$ zOql3J=*fuFCR`UjR{{#Ql|1YL?quaznd$(*&%r@J)BCZpfhedV`bvle4phl; zAfE?s2~2W@ZK_g%&w+(tgHwAOza;F zs(v5RkB}M)ad5EEU{w9s!`+|V7E6J5RyXf8Yi$&E6YD91zn3Nh!56VEfI|gZFq~Om z|8fKVFV<7nH_8|ju-{Yp*S;eLpVFHPemB8KBwJtTul@O%myj|Zqpff{&(xX_0hV0= zZQ?c+9GS4OLt0xPQoyS=nla-A%nEP%07M!vqSevqx2gIXD@qp&69d54L2%e%n;~D0{S46_L11JV;1cu)UOJ_|xO~g)* z4G|QcN5e49+jvtc!*I>QR0J_E-VWQ186_Em5No?l)dQi$EW2y&=5S70o}C>0 z1>ijE9kk1p0%bS)OoDst}K2>uWhEtfeZ6{LDS?+Ndd+#kj8~;0 zrm$dVGprW4v_IvDrRMr7#S5?aZUm}`yTysxXvG@!vW68CtBP}zGbxQ=97(OnzM8#B zZnS1G=~J=7<7Ld6fGTA?wICg?39ChqE9F?+~PEFU*!YqrJu7R#0KH z-Asv|ei@TXQSB4h_}fvz`+yXQ+E$=x39We+)oH7 zDv!zCz~N6RStc=!J^DQRcU7brIhYY;{|yV+zHOum=o82`{`Z$_*lif#rwcoO2a!uA zUaD66Y_$R=`Vb2lU6Qhmd{HG?#(^Yd-E*g}PImc~zwjXggN0nc%?=kZmXR~#`tOAp zu=Jk8EE7nXl!(Rj({r}lsRAh)`Y&XL4TFsF&|U_RC2%HYN=3E2OAcB%xdL+!t3SV1 za)q8F_oVVa_e80s^9shmKh-aOt2dr(6dx-*y|w)YG961n{dg-3r3S-i+JCpKIuu=$ z@ZL(zwBztJO2hOKItG~yDM*A0BY0Bte?KCF@iQosq2;({3LtQAkdE7nei8r5q`$w7 zNCguop`_;gxE6E#CXt!yP^*DA?XF-`J4bn=teabf9UdccHKPByngRscpp((;scL&- zr1*|Vku{kR?2RhoW3!1v{mwa=&C+Fs23($*uuKsB#c8&P02K8|wN4_R+VBp!zf|J? zxgus~XXjLvEk58vXh09|POD0w7lwf_xkAWIN^Kl+rao++H~Y7yM+R00E;jr`x} z0srQPQyiW?h^v4}1Jw7X@81XBxCj_9#2k#~%X6g@z%K4l?30O?Us&Ohm1PW?@&6tf zazK3^0omc}qK&bRe}d4Mp1!$6OWEnewLM{CmP;yAG%gNFQZ4O$#qZS(PBupezuJ)3 zmGG)(?%^rZ@=yzJ2b+6LR&IU0s;{w>(fC8eIwxL1i?%qE;86Iz{k-p?7cLRsD~-py z4s<5pZT`OVovzq$$)c(c3Hmc1qOCgh;=e1gtxl$B`!1A{AT$pswJH!!r26{x?kx(Y zzNDf4Tks3R+b1D>%0Tf0GKI?FK=i#Rn_M>JN3vED}j2UzH!fnvpv| zoArU@49wRh8h^@3G?m6yyxvPJPH*PVLK75od3~6!+|Sbr-^TME%3DY^1_d66P9IKT zO3L#cPg>+uJW+J!Qp243Xiv=<6tnI3)#8-c(_6S?k$EUI>=WLWHQ(cUs_8R~s5S^X z|Gt7U6qpVCGdNoXJ(};6&F4Z=e|qNs(m%dgV#xyNkolrTM!1H7=F|MPddGb~hiF z8Fp=E_1Kr!RS@2Nz~#m8_au+A;XH{RC39P> zXC76VnA)<7?KFt?GMY3NwhPH`)N&hEKNs8ec^Mr|T(|PZd?|0vV+}!J^h!8-@vYpy z^ljQrN_lr$(J@7tPVeV%y@>3COdQurt8EW){k1mSsbaFKsqNP~&GFxyr=prquIrA8 z+0V^?#wh#mp@P0x6u+S=0m8pvW`KadAO*ydI$0z-KYxAqxV|(|_AbUKP8lm}6-C~n z`{~5)_|3QZRJLwH)aP!*P~q-E@8RFw*dGx6#FOITlCYN-$$f+Mdur7AZngriVx1Oi zlCuj2kBHK}{1W&79v9lI2p}tLyQIv?y1jF9@AB7q>M0t7!6XU4sr@#?B)x`eGN!K& zN_?EI*1j6r@6FQl-svI~E}iZ1UMx?3hDq${>*E=!7=Cp}zi)r&;o{?=vy|>tA*TtB zr%aE8wmP+%leWv9ZJl+lrV9(b2w##Ut`q-B!_#~~#v}eMXR$|BFzm^pbIF49S`+!< z`?XhVKHhGW+ycSjrLm=XAGXYE8!N-NhsKr+ns*o_UI$de_~va%*38&qTKC5&A*lsS zslaF3ekQ9Q{4#0u_bH4dE}0unN_}oX7dxO!eM;jr(V#94D!Hzq8s!tmvuA~{J1FBbEOU@RgD~WOxs=}OTy1Iw{%sK?%g=|N3yRn z+tO&NzKc~8A-8WEEfwW8u~YUnY#8WnzpZ#JaeGuw=Iqm)-e#MV7k_gTQ6sG##*j^K zGN-NiD;!Mm<1OxtKz!Pe;Q26t@2_81(9)~*I`-CltMj}nhPmPWO|mq+Zu(P-wKc7v zilWD?a4BNgW3`?;`$wuy;hmAj-6xWdGi-O21(QpcpM<$=rMQhtw)7g}i+NSc9$(_w zKGeEs`83whZ|0?;CHCQ=x7ANiI@3`_z&CL!J^Ml~R(7eWGXPh2sH;?+a&7uU1m+}m z(%T(9bu>Sw{X(9*VohZVULsMS|GQH{i$efgeHI8ccsszrra|NC;^)yt%LsGb{tu>$ zu!1|KR&U7{xl`^uu@tqp5lcYL1o~^?vT$^eO65G%{vK3vnk^_I0)4!<|DLfdO>Hvd zH^$pfK3HeFe1ZA_{d|m>zH~OrqCLh-WrwPFi|`U-aKNHrmZbo7c0>5U;yp5{V}_&g z28y583G8S3hjg7)ozb&<6jEy)DzEM{8T&u%Puco*v?<0HF>Td}?&}xzq%&IlL*WxT zquZ~n&D-Rj%UwF+&+?x5ysGM0?-!DqMvDKl=f_UXz3Fr-}x5EvJCir%C9z}O&OP6tLspac@iQs#9)4L35}3^d?zZPqrXqt zQJ9Y);{NKv9sb^?DYr1*fzw9qi)#N7-An$en+8?mpL^Gm;@O)H1-IU`FD*VKYkZkO z)LL7Y>gvpO{vfu}L5rHOMY}d(EsN4r{Xa(o`l5S&5j(&(prrs5ruEIuJa8igCx!hT zvEAVX5hyxZZF+JA%dw*PXq6HOOAC4Eb^W-RtH}3c`snpPdeOrCWEGrZTFj0kEeVkh zhQLQB)7188^}Q)!;^Ml-cX)AAzfpeanjQo7YlRrIYKYe#2zq@b(_GAt~8`*`%=hx`AT}q?0>NUg_z~K7_^5YGg-J#1EK|SO>(YQ)jj#7 ziWa&z++-RFjLpH)|+qT z_d`n;7Un0w{JCgc)yNAoM;n}+vn7CNa<4fXdI&c&bt0d?nyETsBMj_<2&n=z?Nc;z?gb|HaR zPb1vx(EIzmheb?KvLIME4RhB9PAN*x z*Z)YQ&w4NAA1`9Gbo#X& zJTy684c#N&;>~{P+ZdP{7 zb`PKP6q1`Lv0S3%aX0+~QAxB-i<<6xS=ZUr-1t~|KpN@FB^w7i?`Pp6;ysB+bDcSb z!Id*B;`fW4$rBbuY#eqzC0Bl&tSYp};ox>Ro)z|ED=w!oP1O~asC}|3L+tG6V*9u# zPigwo-{x_=<6=6i?<4os9z;iE?@9!hm$_*2IR7{Q3@wi=DgyKxa7Un0H{5^w`3S ziBJ)Bhs}dOei)wj@zAY6|FF}cCi0#m(xnI{!9xE%`Wyxh(5`cC+uE0BTsliCr!l9R z`1@iaTXHCXc*Zc)H0b%PNzqE!T5^|Feof_Co59kxlJ~+T6 zUZ{nQLO&UxDS&GM>B+YsntXnK*>~t*WYpvO!aIB&3E>0^*MW5vl^%vbQ1@=a27~f_vJCnz2`Oc4ycME4nCX+kY z9D^J;)lD9M_g&g&RZIT8tzsWn_VyZEOW^s2;4PijDP zZF}k1y$HSi6K%%XG2T6Q)xYfvQlIeyf1&{vpxRUN4Uk6!sXi68?SNqK!fuz7u%&Q% z{EGVdp)_MWs2^@hfxoNfcmro2^ypg6q%}yOK7M~V$uz#vWmBb^>Ddtpqm&St7Ya-; z=g_h>tpE;5WUiSYRe9tZuu`F|0+OQ@v)d^HjArRSWV3y^XR$YVbdK93QZ9e$c;-sD z?Pu>X?pE&29gx?EM{UsTCNdxq$o9@=FCg}(S*7QI^pe6v>4K_}I(p(qIAP0ee8!hW z4_!wS=gz9;U!F;o@AZWx?)DFf?ap@AZQgM4``hxeki~_tYgK>>suN6MC+E*gSMM4~ z9F+wIhmq5w4vl&zd&^3BDm)&ep&bnU5(~H=tUQ1-+O&ByYi91bh(()0RYo|yNz9=; zLBZnithdubsK}?0>|dMYyO!UL^1KJ3=Yy5}QI7Em0FmnI^zd_FN*^`33A_*9+X2CV zU4It-jFOIug=EB#_+G*b&K_Uh(r!$WX~kMDXxeIuWh7DHM~4;b>6+ZOaU`>y zU0B|wKP%_F=)3cG-1M9ofB_$iWCw;Aq1}p$2_VRcJ8RIJ{DQF?t zcUegd-%{XW;$osf+cm1=X@^BCyu}(rC1qtM2?<)5PAMpWr4sys1@kjW=);PKT~!Ol zeH&}6zuO5UKmEGu6SzGV(Kgwqtd*BNGtTp~j~!I8=-19Y)ipnyQId^xua<_4UAT)4 z)wfnH@#&UM%dPCvQSRQRbFtokrl43;lKNwR@RY2Q$LHA@F(&STP?_bpjR=SQyQ68` z>ftXMooGfAnoBe}>piD`{xoE2M?7p$A-fE3lV5M?&z)Z;P9~=;6HdP>zW>?gbd$H6 zKk=9lU$N+$5#2i8`=dJd>$BtE${og7gS`y$GVrtoj7iInA8eNZt5l)iJvi9uBn*$} z&+!tXlm{Md0lhP(S>VV9GdZ%Tu(`Rp!m7)+0!{>>Hw-i?PO`qSX;Yy3Kqnd?sF%0( zQwD6nZy5R@&c1}eFA7ZNulj_J^#6yRHfPsrE zdTYxGtftoXhZh#`?M@wQ3=d9sEM)(o8-snCiTelW{{s;KdZO^37W}EdzkUXRQpgtg z1q6Ef`_ZeH$g#s9ZRoJ6T8~ZErV!=le>!Z35)(6OzCaQRAT83xCcb(l@9W!O;+f*B z0`M5vTQ!*t!Ju~sLmfqR_3UaMSPUS;3|N*$*B?6Wpn(S|2<$@`A3{GKrDS1ehh>m- z(6{J{xHzBH8sm-Ifz~cKOCWP0AQQHNHSL}^D9C*qD^zPxf4p>XNDwU-$INWdQJB+> zX=TvLX2AD$HjX)jOj8*&Zm0WT=4p_dehTm(@aFyCK0Ll0?HYQFQDz|ztZV(piOh4LV+*0m#ItY;KB z@GI=vGo}||H4Cp@L+=aT6OWhHBta=%Hjquzf5r8r=!(NrIq~ZbSMoUHT`J6!s}fSP z6q2}T?>@_HoHPEHF9-9mICx?(1cD*Y$>!4A!ecV@#oohhtP-BK#-Eg54R3iCF&MiT zbNVdD?9QK4{Lg zxVqeLzglDVYoB>D3q5wuGtY@(R+9<|q*m+dXs1KgG&-zIfG{9#<}}y0w-7QPOp(BR z>2mYJ5LmbA*Eo#pQRyEY9*%$$DhTRxQ|Z&+c1QOAg9r0^Wcpxw{0oMb$Y@m>N5sS3 z9o)15VGR<^5*cc1w%1EePfn(w!g8rQO}OC(r!!0k_kQ*9?AHaI)*;Z-iHT>!cK;!s z0s;b&TL#`{-uw3iUz$3NfyD{E%-=t~a$$03XlQ5$mQm%9YXM?Cr2#7^lLq94TO4Yj z=LB({6M8Jb%>%3}9Fn&w?|=1PiiSn|1>6)t*%yG9h+FR2u%=so=9K1(2uLQpHkr(D$Ulf z&nC-2bAu*2#6ns)Ek2rMyUR+JFHNI=z1#l!GN(XgPiT)_n+5L;>ga9-v;+$|ehTSf zHQaUey5(J9!coP>KbKdMWBSZ=gK?4I>oxe|(sm53fDtovssoPZr9dHl@6@n*4*!sK0k#fdE6C z_V<)=y(VeGS6cB81D(BVo6k#TdF_XXB-G8!c5MzDf_iZnOV4H7&`P)FW#`+^)jDnNPhN2lnf-gLnG zF5qWEd#o72r5wh4kjX)Y3eM;#B}Vv+7rx$LrW&t^9^NhkhX>&G^f?tk!bC*mv8KKx zuq?W}v0!Zhc7sIz2F-QEzYKC*0|Nu!OE9KH0*KP@qECB3Csy+W?)AfdkhHqgWxwn9WK?)BFyo?X48c_ z%dVK=xj7XtuR{#9O_0AwD8h(oEH7B<7(E8UEj*!mWOBW^3ExU<{CM6I_+((W+K;4& zpwSHA2!s&>F7LrgcwAdfFzsGKHv?2ByVEdYsLxCVSX~BQk*zdrJhQ6dlA4FGY} zGDSO}347b~7m4K)D`_rjUN!~(5q=F4rpS`G$b3Tc>Yo@&!SlDHtG6r^{KRg#?N}OK zoLRf`n_7Bx2=>~Tw8M1%cd#H66B@k4y3&;6QXGoi^^6nRsE*$YT0y`p&TrO|A~tdf zZJ%j*O&szAQVw1cMv_Q^NV$V-vscB34y1K0TNtfII60uz%@aj7qFGD zhldogm-6Ysb_3oQ96Z3a1?~pyL_~_})5haRk6t1$4nS=j?k=c9Xn=GQa&SlifiKF1 z(7N8d!6+WT2S5c_=ZKhsS=BT!)mp6hAv68W;GYYn08mdMdk1R@2sWS)0!N`MY&!{Y zPyql@`rM+W5G&B1`U&m^5k@W_zz6*@41w~(XXpcd6T*bLIFQjCv|>(r(CcPP^;$&) z1%Ev80Qd=zM$@=0aLZ$(7(nzKuEIiQop zLVyM78(5biP;BTIs!tW~-;8VnQ~F+Td3~*p6DEsneBj48JC`1g`~8Ejf@2zVY&Z=n zL;r;xLfkt!dsD=Yyu6=_?JC)lncxno99Si-qjT1ziXt*~@CIxNID+^xi16hoW4IK) z=h9hUht>g*!2Sd10_x1PfbF{EJbb@=(z2DbbBoPD3j=k{Js;`K#l4m7W(JjfHkL{p zjvmewd9xq5=dZc1(}?vowFk-Gcq$-9Ynv2}YeZ#lPsV8@fEjW*s>9vHOhPCh(5`Zp zGdZCZ`cLh|)db0)3q%~n`n=OZ&eDys;#R!fuU)$rcH&P^Hx(lHMJ+CFEiPwS?%t-_=ZLFla^Y7aVsHuRD8C>7Wa#n@f1de+QId>dKIhx}H}RQS z&)RL6#5i!m+h1oJL(bo2QIW%jotm1OGB6XIppZwH*b|z|mWUauO;Xwshf?aU6gJCm z%I>i@UETb#MjEYfEld{H3zQTEgH0A;?dDbn)cO1Fw+2n0K^+0r6r5bpGPk=B1`jiT zoshVD35VOc9PwBs7>n2%P2YVEOP~cf)t{DqfqUUGR3%$pd406$fKT{<q(&B4j9D3q(h~*KqD8?PY z07QaWZ44*Pza2Iz@v`~hyxtr01sG9*lbWGBESkrKvDtng@AM+j~<=%M=<<)CO#NS z32@T3JJcXbNM{t65$QF^Oc8(PsC5r5g}J zp`HRopg0&~U8fcO41}$_;&hYk$M9&nmdwH532t0dOACf82xbkSYDnV1vIN*k#EB$W z*DWJEySxr7)d4Oa+PzznEHWMnQw$Oh9=+1FoKcYwLE?!!u~ zN!ke+{3WQe!Tc2Re-L`Ls7U!LB_ebwb!ZLk8=~_Bej^Yf;4z%w=oYHKR763c2pvRN zu99v+Ql%hvH2bi5pt!sVdR5GH>S1n%(jsmIwMavR#KK7hr|eEEK~d2L+Kt}I7fhpt zN7=e4%Df&qPBOqB<0>#!*pcLG3mqIg$5~OzC)M0H899$(B}z<6Oc>Q6B`QkGNd7Aw z`*Mz3dIRnJ_z`4V;$)Mjrp4Dt<9JhF$mO|Jx2Ix{$;eJTZC=)8anVYWHj+taDGWwA za;WLwF|{2zw{Jdpqp6o-sJBpdSl4QYB8zq0XLg1ON<3+*zW5)SIOzluD|yEF#s@RP zD3rWH0z>?l+P6|J36pt6IcoKi9XWA|?@pX2kDR~z5&DoS?CxlGANYnk(%~MvTo_iKbj7)hn_xhCHxiMO{ zf0k_z4PioOy!l_kNbyk47^R(-eze8C1X zN_zL1G4fi2Wi%BNN#U_|_rw`a%s6)|FtJocpkpVkJkqs+4`Nf{YR$1%fKwarIr&GQ37FEakb|-e(P3v+_-KJ4WRz|7uqyI4?k@1^F2OV!JC< zV3R`&A7~REP?5tCe+P`R=em}e2pCv(^ zKG0dH^%epkR4wMh>Cmmq9!vKGu^iW1C0FC1^hlPxWbWd^4XAHOU=hE0NIn2A2Go=F z)~X_hkYynlMgcPc>;>NKszcS2|K<%L^v|G62EDkZrY0q4O>SZDMacVqIfpph1P^lz+pEA%hD;!93;LLo%(}&IOz@L&S{`gn; z$?`dBEd~Y&46hxoaVsRo>kAf?C;nA8!X(vJly@n7sfzze6Q_7-Uvn(fOG>HoMTW{r zCwZ!`gjV$K$5uNAveBpX&KOXSR?3N!>Z2L5iSxZzQ%lx*QX~8zf%$$-3t_cXqKEW7 z%#6eC`_Cn{A5Ut?v>ltZlC8C?mtrHy z7>bvklxH+%vgdU7bP?FKa@!4sjP*QQ-nkj6BAz8GJaZUVJu+`Q zn=xlKlNeU*+zK{@kQ;v}UMl9y?|5&Vzp6gNOE7lzqP)ek{QDiG^cu!2Q3t!p5xbMa zcE70ua37R$pYw16HV!|_S-gR-t@3J+N@?GVa!-+uvraF$CNwL zHSFoBT>EN~+7y4;Yc7a9`f+1F4|&>?Au)A|pT2uyn_uv2ex~AX8MZgX7lpZC@wtPCdu#Dv-lT|Z@;il-S^Kk3Q^``wrId{yCn^HpXI%|4j*7ZWCE}br ztkE@UtyaYS$M6PLGAj^H3=OFwbK@ZE0WmlrVZ5oUBd;ccv{C?DqYaE*P1N>_bu9ms1W^7L3VBU`5q%n<$mHea0kQ*R|LTE-1+5XtXe{8G z|8QCmfh;{ea_CNRK4>7x8-Bj9i{xX72gR+-rCn`cj3xHu?<#MIYMIulZl?p}U#I5% zZ3V_Z*T2lUC{QHjw6*MFu@|mkW3jvK~+XfE~g#q_0Iqnf{kcuLJ;zpGK0J zxxD?qSOEVN2z4;h1L8~LkE?zLNpK+)Q3OwbS?8?F$LQUFUB7olWMithWm={+7yRW9 zbLC`YL} z+xQbzz6no(Zt>e^6Iu^AyU!c)zls2&;T*59SO!Hjyr5hLG-FVhx@%~d zcK(nCBH`%zm{F*IYT57i7aJeeFcuwF%4~fGScK<;{ts1O0Ty+ig=>NVqJ*GGiiC7a zTL?%=mvlGMjUb?ak^<6-N=tV)3`k3tbmvG6dCy;W_ul(F?mi#xx6I6cesRuw-Vg}E zea6PumR7N6N}k63#+cEZd{Qg~)u`Y!**Jqzy5l6+&KUAbYUKUq+$P>ZozYA$g_B>< ztAXQ>2gSI8u6r|o_Uq;oySC|+WgiSvpW({ZXw!E)Rxjcd(XW#sKvPU~vPKWF3g@uA zuW=#BeSB_xlcwYPGq2h&w1wK}YyiS}3AGB6yK>G}; z834ureFJY7sMK%3j1MsHC_{jwSw_S-l%$2AEN8lT75E5)BJ?E?B!=$bh2|K6HoU-< zzHBZ^gPwum3phyu7abNJXgg+SXQeXoWt5cDGj<*N;0-~qU}SHvh!+TXNPrrCg@2iV zP6iz3;Ckoc;aR4tYSPmMhb%-}2n+TtDE{Ii=wv~IRkl_<`T)#q5Na}Ftp_#0$H>UD z>ZBim@{NqYAfp@fUZ4ySOw8JpdhT&a+RqloO@PT&)gQ=HjKSoGR*Al-u&{ezpc!l* z5W4XW0X{qpGfesmf4OqMT zGZd$-V9Z&zGoZ1v%c$^OW?Jg#*bw@;8iUi-9Qoz*F3XOZ%(VWeDt&9^w>L7MK0b8x zX3{46aaE`CHkU(%JRMJteYEQl6lw>yu!cdret>rl}4}mgBPWvHi*Xnn* zAi7{SY(aIq_1CTXr$w3CQ$P9@Qq5R|yE^lWG+2(@i&XL~cI=1~c>`bot&#&;fndR>0sppqHWX}f4LSxB`8egDFWy}6v31C{`?FrosC5T@zb73=)4YaTdnQewUF1{9J?B3z5i zW3ih`_+ara(7Rwq;9R=~^1jFa+|j^Q-0sh!98BT4xw(|Eskgo~SJw;%(^bt&w+okRNXd3j;TgbL1iaAty99Z7UtM%nvqv4J6d`KBvg=+ zq)f6~`)jgcNj}*Z#y?CZi45iVXkU1#a+Ah~^l5l# z=y{S)2DZ|jF;er1s5?S^Vh$?(dm+miOG|frd_rf@-6<6-3Onh`%ds(kGKG(`74J8} zO%wy3ME<%q4Y<7Edj&i7rPuM!dU5m2E2j&4J{PYdp6fAE%~d8kuU@gkeb$h_8qTPr z{eu4bB{sN&N(_Pwhj*G2f>`E593u>4;DlFHG6dt{wB@HR0q#iN?D#gV4l8NEQz)>& zpCKuZ%Pbp2r++;sz!eM;6vKQCKLDhgt)OE;;+N@mh_1bbN0qH%)a0TGh?7Yy7}xWG zWP}LX?a`Q1*IKPT#8w+@4#R1{?e3q=b9UMMZ8$4@m_~QnQ>9{jXe3_R_lUy91h&o$ zFh7PMVfaP*`d=%^)uP6G?{zkb`4tTA?>_*}1uQl;7=A%P3er-*mJT0B4{tNbl-*D& zYQOa0>ukdm8+5;fH*c2HeTRJu*K+FGB}Ihc`UgF6+;nTKiSf|*)gJ5m%+VsH^$Gg4 zNu~Ob34LNo-R;m+yj{=|@@ft*abB#b`{XC@{-O2p$Ffrl_k2PI?nCS!yMjhaR))O~ zq7;~&GI$=gNN$al{jwTQ8l90?{M>Jg%6eX$ptGxIDZ*OW+fg(qkmDMvqBSI&rb0H9YsBb1Gx5H0Hp3Jipq`MK4w4mfbE;_Rq|USDM?t@T)iAtJ0h3f|bk zr7mzw{3rd_>HPyfpHi-g72_D<6LSj-dkO(!yPrf*QJfylNP0v@M=NM)C5jA3YVekU zq1qd+hAOGlV01eFPcbdQW&33{uSmB9RqdToX!uaDC9%vqN%?7d@U6Jd`6+!wyY_;9b^pKi6!jOMKhptV2m%MdC*2*bGFCIABP@}5ahTP6W+c7 zq3#^%QC09BZFXHl&aXU5Jl$q?w;m<=Qg&MVq@-h}ktoX!cl)SI>$N%gboh*su+nIH zyjht-(ea$UP}{V5Af}D;aDO%WH%8@t+4iAs@iCK^%s+1Ils)*G!6}1@0Ab2R9?a2^ z>I(_HuG+bY@Wpd-lJa^U1Z?4i&(*D5p57t6v1>wjP?;8pt<)1r(?tG-Nn&`FkIwys z6Qqkw>Ga_(F}2@b9MaU47+Rmb8Aax+v8yjI#KZOh$3KQPLL#hpW|gnIJ-dpvU@G#% z&se@Unc3xmz;aD&Yn!Q#Mr5J!q7yT<{B1=du3_d1;}*v|PMGFNyzOIc_kgzO>dwhi zdt(029pxWRF<(~-3?Iv{x*d@o6++~7IcrVzX!?lEoML-I#+vh+t|W^JS!P#M(XW$j zwTZD?(?3ScOPQ~XZX4sn()stN^EOOnVRA8$quuqNCi?5$nZ;KGqT5q@&o(pte5uJ5 z)e6L97kvAMX1=fK?4Pgi%)Lj$;HLYM&q=X_%nX$$=kI$hS|`Nx;=f)6CCTD%>iO2Q?D57j!oj*?tVPowvHi$s2l?W|7e=pZ|NRgb zrf{NVQu&}TG#|`1gyeLj^qTs@&cSdi=XQOn()G)3a)h`_Ta*%x(k24&omkbzmn6b_ z3Mt90&v@m2dhsoMUsZ&;V$WvNn6=^D~R<}YNnWCyhX`{xc+~uuj;V!oaR@bDTd8ZdC zs`T$JL-v|YGqiga6O}Rl5lu_ukdZe3B05sPal;xnqbrD7_WkEXLiwaA8X6k4x)s*i zm7wdFq6tX(+U&Y=Qejfo<*{xz<~V8z#JwX?Sh>EOzua!BiV>gkW{>T#x*tbv^l)N* z83`)G9G==w+ms%^s@|#k@W?Eo{2toACdAVQCfruojO?UPx078 zSkB!NrelULj5S>wCrjZd&dx(@&#kMh(^sYcohUSyvr{wLt%on@)%5)mke5?=z2RGw5h$1k_z$i?4h?ntaO`X<-@=|KJz<+QzvWW74A_3nYyq)iJ5E*u`Y=&B zu%$I_?20r*jCEmv03lR4DvH{z4#{1D8^f1?pa0)I{~!(=S$V9+TA$zvH6ooH?Y$ej zk@7dwQNbyl1K)(tpZl~I8_!H2uU>S$L#4Kzw77Tl@Sbw^OB8s)IW_yH!E>(P`v1hv zUS}KFOw7!t#Y7Hnu+~&w6VkoD9f{A(^f*$eHD5E1U%*$@IS$DJ;SPLmG~MH~DwG>z z?XjW(MW66ay6hKI^%H93x88dA|LWN{jrl=ik8}c<{v1!gFHdySe8Q7^EyNSZ`bEXlH-W>sUoOM@yRN zW@@drjGQS@hbg}pNqWt)-a9ITfDsC&FJ{ep<)g*9%U>uUu%Qv+6`*JDOwxqs_u#|- zbrpc8Igw((fdU&iJ978UN97gemz{%R@Do0W?NCeXHeC^wIi3imxtx>pdf7C(Z**#A zO3X7jd*wfdp0iyn$YM?T{~zPy`;pUN+5Q{a>;@lo`}u?qOM z$FfTG|7l-B`(sW|PLukEhfz+|Xfm*_oPL|vMpXffm5mq#U8146jcs7F7`DNF; zQaOUeIX9oa|L%F(n(;P2Jt&k2uPfUn08pQj>K$g5(%zde5kut@&4R(Y#iIkH!N5FxzyDKrMULMXnW zhX>qAR4&x;mRc0MbOa33;ILUhQ?+k1yjeRsGgiiT%n&#|(fG~@*7~&@s))wo-yaGS zcsZF=m;~V9;B2-r=4`$dIr9FYQPSh`Cygvv;!1w<=hplAGbHvzhjE;<$SXvsMo}4eF;HwV{{`%+7ZZ9vJIIX@xi2mWc7NO!frrcKl!KjM{ zVtN`k0VdePT)J@N>+{InlR`_nVPkJ*4+DoJ1aldvJ?o2);3Ifc%7lU+Y1AI0P4+#6 zk34~C>RVs`_}_FEP)d9ptnm{-mSR)NJd&<$1W;b`BHMV7Yh`ZUo<#HaS=bC@q@}g~ z{h?A4@)5u^4aO0$(OizUw6_n5wRARz*cH{9R<;xfSsK2YrCBY;<1W+Wdnb5A&|Y-z z)V~}Smf%7|DgUx1OO&_IX%?6KwBPP%>U%V1)vLlU&Z;~B8a9wGWW)*?37?6N0FQr& z;}zwInFX)QRq(vxopcY1(ySORa>LttiZ3B2$0ai1gI^hjUzp*iI7s{%tDasc8=WlTt>7XVtUwn`Hg7(zRQ5^J6FL}iJzeXEw%Y&HfgZPZyP!$Ee|&Qw&ucIAst5ZTrycILB64IM12_=l)^f4##0E}?ogb9;NPzdvjeb4W)ZO09zf5VJDZ zob2SdSdOmH=lcxK(8c1W-;*f5yEw+Cem!4sg0jCL>cvaG=!xP%=S}Ss;*jGFI?Q6f ziVfJhzkqlJXoBI|tC_S;`nAt^;ailUE(ur}`2d{?PC=-1!Oa4ww?BguDoiHwf+kKL zg(?-kpz@wJOJ2}y|2Tcc-EYohDtT4h?964_YN=4CjrebleyHNHoRZ@X=Y#tTy>KU*YUeJG>beAvB){jjQaFw}kyHwr@hzhuj z3LdT&2x1x|0QsDe6Y@R2xXcpW@pSX8&>!$2c%ZAGlYLe|R zKIWx+4>e2mA~n3>JK#7C2HiP>D^Xc5lpN%7=Sv981d0Z58*El2SIXCe6J=m{vbR^@ zw4vp=G5n-GTWHmEyvu|s_?y}OmG;X~onIVx70=yM*c1(1bC|!-I*`sgQ4 zmKn3Yys?1<#RI(Yc6xgH$moog%N!9Z0XA)2-J>(W;rAf`xO;RohycsM>hbof>QNrztu zs4PIMfPK9{LKQ_}C=gB~Cok_axq-cEtpaB+ROJ~NKoWff0hw$#$a|-tz=q&2coxG+GIp}cM*hT)&P54ivlsNXxT zbQk;KGsCNcF!2@%$!8!ICQf+r^H=cM76wiAuuDmZ?)YsID_@V#`_yZK>utgv$jWx3 zGVu#`6`9H5rpmA1IcZ-mJv_(xBjWaLnjX84Th&%PdkzJj8)%X(?Yo8?Pw(oQ-G_Ih zB%vgFv0q6kVp)FyYbYb5oOi+Cjl$J2m(%#eh>PQN=5{Fy6Y)V(i59nDZwmkK&NGgO z+Z1MpPckwxfIv&)?`^1t6zvGdALz?yn3L5kc<%r_1aIG_p@jemdeF+*6S|s(+wdDO z75$BgDri8;blVWT)i7GK8IB|{X)}QFFx)8QAjB;z!&qVu0M0Zp@a%qMa(Q_yvT$L% z0Z)kp$F_+`g$?*OpmT_k+FsELtiC1D+GC0aDFDlmQ2mR^=y2)~b)-)p)W}a{}y&U|kZ}mBOc(F5o>OH#GF$ zKo&ql%#hTGuo!T(St~csp$zcb^N|GwlPq_LOg8{u=5qxq;-0~b>zIjf(y9-)%E0nvm9x$NuY z3_e1oj;2B!{I4D~dLE4}SVONiNvuIM{53>B1}n;N(5jf}d^<E}_YwH!1(2(1aGuRGveTby{lo9|W^N%0lJ%BNwzK+goDcUzJ zGgP-fKvaqZWI(`Lx?2pz5HOJ?!cDBLkr|(o613xDQHD}|PX~7-z8WZ`6T%n~Y@?w@ z0Wv*2P&lPPM|cL-5JaGzMZR;WLD&DllmaR#}4sLvVqVN`|8OF^!gy#oJ$c&*lg>#GzvoFNYCU=W7z0uU|Dod>TW4p2!6B27RW zU?Zlzunajlz9GT5UkXNS2=jPl;KvMjkRkC`usswY z{E2(;&Z$$fIEU>Dp)4C#3VU@R_n`RTV#w-EQ9%*Y2bI(SrI`Kup7B|MNXWH?e=fiHfYt zm&#@0RoxM%MBNWx&O2|`@pc(E`QUNd$@P4_=pPSl>rLGv>(d#uD4vUQpR}3r_C=rJ zOrYlEm*VF!n{0k2@gbz=7R7=%bujzbhp^|mDXT%^dTP6VcbN|#hrT{O(bXm1aAdvf zg5T**5W>tj+fV`K_V$^ORpq$&E$V z%XO$9Mt{20K_pS1IqY3DxnOr{Buae)$Twl)jkrq*FN98CS(UDh5jL?9?0RC4r`y$)Nky8$@?dm=|yXM^1-m0i<`TQ3Jrt22VmQenB|w1 z-I550R24*DA<0ta3l0q3-Phq#6^8vF2#IV6g&X{P!9y2_EbgoN6z4y~*c_B6@Cwf$ zrK4T@1md!`Kwm?yIXI4|g{WO%Rzj@h><#;x3*n*K3>!v++M^aZCBZzQn+vy(ORd!A z3+Y(19y=)7&bocGgK;8gb^u~R+EIs<0q6zC@O+SP4UjngHM=a&2HRjLXkaj3-rh9x z3bdlQ$k-biyq|z7tqkTknfrEuU=un|$QFB>y#iuvc`dC@7!ATq=TnLV<@MT`Jdw|& z{&l-+qe!<5Of6#&vcbCky)*L2C>x}q>y>C3ju;#`gTOWfLeamu08Dp@;&7;CEaLLS zs)>MfU+Hh3tB~&Ykn(kk>He`}!YmX**_GSR0i_*heu42}gLvr6-O z+fbKLjP))3d3CteWf)5f1vH2jWUpN9T`JV5H-N(dzIT8<5JmQH?>E31(2t=F%=&zv zyuSKU2I)C*aq1?wQCe!2sc%dZTi3z~i8{1j&$Ir-`Z;_p-jim`bUh@(j#ct?qz8+% z)-&h9)>vX|Q@-ln?NzJdy`n?qxrsO|W!g8U-|EhVQ&`^Cwl^&T?ta3av9z zOpKO$ImUz0D4i6}PfJ`z%`k?EF+sO-KzfP|<-=|Y%2mAUZ4>oV*QZ{5dO<(yKQ4nI zrE7Hb(WIMoIH&!nWvmd%}ABti4rd$@^NC)JQ4X@t}{iV6fBDGOoc9 zNfY_wMvigsxBN->=f)f)^RvH4P6X~ks76M(P{411G6bPq%$aXm>A$qU7UY3-?yQs7 z1L6~Vv$2JcWG5dBW3Sou^SP&5%`;mPrxWlMO2u%@k$E(%t%cJp6)7( z{-%hpP>Fp-$Q&Tlhceb?>3cK;F*j12?u&umiVwCO*g1kyBoxB15RM=6pZU%NNvKAE zjf8A4eK;TiD}lcNZZov{wwSqS1mOZFXb4XH1_{r-tz!U*A>(*RG6cf%ZzSjkIjD6) zEUJOC1ieO%`y3L!ifD+z{H7;a6zLUo8?caL7v{5&D~Nb?0(+$5tUKHiNI)1+OCTN< zk$M+EN(ZzaTsS>oLBr#OGlB}Jj!51i`~{Tha{VX@NPT_M$AxftimfL*z0YIs|1=inG$sF( zHfl+N1;jQ)feI|Qw)S>8B_fD&zI6+n-l{;y2J$hP2g#(X{KGO;BOupyTpvThqkx7N z2Knb4)58HJf`+9IMo@)`&+?uQ!`_C&XaUet$T%6HdbE4a&R>^Ok|U7%EB$bfX@33BB~FMD z6IBj1Y`PW``Y>NXRNzkj29Z(|o7CQ$5>tZ)>eUyc=LA;6XbAb-dR|C8j#?#PEJKAf zJ`H8-G4e`Fs+>S|J$kHcz|`~Ct6YB)$EA)fzUH`agyYf0*MA6s5-2mu3WWm*QdZ1Jj} z;jqW^@c0hTwS`@)_#xWEJ?7oCzEys^5>$+KXRsdDEw!-Khb&$bt5v>LRm!^_QSmpr z2O29o%U6@|#|AHzjeZi?X!LAnnPPgto8(SMYqeum6n8PNY)Gc*MUY_>)zP$+#lw4{1iVSHo=O@f?*wsC!On&v#YMH>mn$v zGIV|(ab13GA(KH<;$o%M!bJT958r4~yvMkVmt&l7K;&SQ8_w$hp>dbBUC&U;QCf-4 zR|%RE>-E)LyL5(h{C3a7$D@xA4fIA8`3@%x1akLssysT)IoFCRj>|m^M-%q6I*SE1 z>YgU?ZRGXIb_zPm4lfNIb`?HEtuy+eMngR$B8pq)gi++*@l{nFA13soXcP>PCK=kqrxc`O6cltqQ9AB|o!y&fp2^ag3VjGe>3r)Wxpn?7Y3}IVrZt;^%O>bI zYO;>@rD&%sHVfE?dx5$`--qvn8w`5!7Cdra7fdk?mq{&{^2F-PUv*#{#%Ia!2`Agh zausy0yscG3Y)$j9d!u0nJ>A2l*g^h?g)#ql@6kD?tL<#;xNoHRrPXC4WR@0Dgy~Pi z^9+3IdZ>CC1pe@F+~QbT^=PhTYhdp9tB61~Gh=z3xIJGoq)a5@wc&6}nB6%D zdx0|y*;@_J63(y3IRz!tUpU9Nvnk67lHh-ZeWxm%P_RKD%MZHoG23>CAE$y+9$INg zN0v_~gz+_^F>lWw!>53Y)=u)xgD<*J|C91sA?X`{ZGb{!S?i@W+;!jjO!v+YeR=Yh z9*BsLPYnqV5ALLV`v#XNc+fjaI-Nn#0*ZCGj<=l0nA>}Ldwmkg_(1=KxIw_#V=-Bc z1Rx+RJ0P4Q@dZ#40cjD2E8?kr09V2IO(*0ED0*HWPi+H62}8Ov3i`7Mc?8Boa!#|| zpyCFf2?OXi%FFqkK5hW1Tbw^(9+a!e@VlUfiWwPEM@;wm6H>CXgQ3!fX%!^1ebIBuguSPacBZ z$2A_Nxq&4rhuCHyW!kvIgRfnRN)BQ_OovVLKStD-CVeTuv#rN@JGde$J34u;n+wm> zW195rO(^2R2l_rm0UNfqjn*!ZX>6TLKT)``mJEp>G8T`n@0zo*4qxPTCTP3=F5-AYN@=E9(D5D8pH|3Vr$BBatJ;? ztv&OkC77Lq|1q^yh$jVUNqZrzE~)m$Rub`iiyG_LXdQZSw(Af3DleS#tRL<@2kZ1H z^+n&iy6##@6&@L8*t5z!xJBoyF9$ru7ggFcn^^TMiIyfc+(7fe2OyMAg1-CB}92@cN89f zAQ1|C8ba3{A@Ro`@O^d!3ak9@blIampH#<-v(4qm@xh}Unqj(uc*>U@SUqRdcV~0w z`!}7}YVO8%y&YUAvi779_Btcl5xm)1J%JJvUFSq$ye9r!#@}`OG~ggVd|e<$JQTtr z?f_HJ#9asEdz?l;f%t6) z_%OmN0w{r4)BZ+zwt}*P0J;Bp|uNF?#Xhclcm}i55TR1>szVKJy=Sg3r6Z;@ED-6WDD4sFY38@{PY? zeTzPvmf}Bw+^sNiBn9unIZQ|D4=}4prl&jB+)j)uwP=Fj!0J^kJUl#jsI z8u$N9L~UXrr723Fd~eO>Su?yW+<_nvH{iIn_t^Igq;j@!NyEtxVol_{zjR@&r$$E2 z_bD~VZ(fOY07eUo8dmt~cttdn0})tqGM6+|Ro{V?9pH8#Bd3vo1!eQQ_AD|Lg&|jp z>ELy(T%EJkt$kC>pAe1pLeue1)$en)9L&+ z5ZrSuM|t4-OixSGfp!@3jR3BIIWq(iBEnD_R5tDjz-FNUJF%26QiJ`|h7}q}M+`<#28ci`HU<7w9#et3lh49jTn5??84pk9GSbs^p)`UL3)t01ocGg+PTb40 z0mxfVq#vpF0OvPHyL}t%^l#qtTVGtx4QpH^x+hGi^dw5jK+QqYU!jx~=NnU_ zRuca7k1`8AG?s7QN*JrN;~bvz4HJLe)+V1K^TX)CzGD3d0@slK5>6_h(L2$6N9LiG zWOOIQ`Tr$GG#jWHL7vaL-{v;v*t4X#fTJEnHv07D|qcxW?3D~^r^>5{;wwSk=u9&_+^ z>?I9eYkmcOy#oAVIHUv|SD`coYlHvfha>f!nAmtuH>ApyNhR<{0x|{pM4*q-gQ*hq zvu9suX~`gq(3SdT5c|JeZW-DLkeXZpC}%p55ea=jGHD`EFsSW<7PW`#14JE!!1NkU zyeBa4fGP_5PoyE1n*^*BS^7_@>%i(82*`%+?(smNhE5PFyIg@b4=_GZi|TPmAQNyr z<9K}(B5*-{1fBhQH5%g%tmk`hR)(SsXgwSpLB0eHIOIwCrkEmZ1(d93ucZ@gI#_v# ztPk#lGjN1JelH3fX#RN_!T>d&2`MUpU|PnuB~czrpHodhbvowGX}!K)2q~ z40AJxY=?y)szKNpNF)gO)|^4EDrkLN96L+!?%>}^eE2}e@` z<0?2^p|8~q zsCJ(2K@<&bH3cgfuV#2~lD|RpYc}aO_OufG1Y)uu`b5~8dpgf&P3Drd_cAate=9By zA1>(n0;73^)ZN_;H}Zp}0DgoJW+M*0w-qK1HWu{lwy_ugvc!B9U@mm=b6FW*&fF{# z!8b&#BM=F}#RUFpWsNnHGCvv8kzfV)>VSicV5o5cM@L4VDW-^hA#hH>iNX+^JD_j} zI0LjFRJoxxk8!R?HwKADg=8)0D53FMjlczy67$n;wI=f zp2LVh2Ro^A7yHd4IFaEXP*hR^$P?u5;1NnJnrE&maL5`XWeYPloCY0$9ROYd9Sgvc z2*MBO5HfHz7}Q&bZUx{X@X&+ztMR4+RyDYW052Za=vZttjI`i;gp&!r=0rj%yuX%a zjj+*!Gj~3La2-|!-1yKiIXLXR+He6OJ{)jX%qGYr6cE`hXZPNw>xOD6@Mxs_!1^)9 zJ`9xT%UUG8>3G*1Q6E4DgNy;Ew@NjXFRn&hhe1bSVPR<>49!Sz;0ygNV+WN4AjSU4 z^y?eY2d-GerAUa1UW83yb?hK22fy=`Y<~Q6rki#vrAe1N2f_g}@dq{p5|LeOHQrWi znNwiAaF!4y)~)@tTU)AD`(4IJQF21A8vi4Kw~mZuV-eQ)V6+a5SiO8Qi`!;cCAJ;vn!9j6{$ zgetI-Oh)I}$!pKaYg^CLXHyH`duM6Nz}o>H4;Ty}eH0)?y+=k@Td8`NH(fXq zO$#KJ=)C;t-dM|qq0R>`7vVmR9tC|G{3kTcA?(5vAxv~J++Sm%8+#qZQvMDGiz!ku z;cMtWH0M_O-d@U*rJ&9gu84qsBys;6^buvH39@Ny!^_Y{bP-nNCiQrB?^2J(b4)N~n0G%v7zE_J@Gq`;!HT=*<7 zd7*b8Y%1^cSfl!|YQt{QV-HeVj_R3{?jkg!&BTFRa-9w`ia7!1+m3S&KiCuoi<}97E|qs(+TwEd{QCMH zjn68a9Xn{XhD#%%LX2e0F7<)@beI?<)*yUnnij~W!g(&4OC4$YGPU8&<=p+MCO~?7{oyt}R_k1%>b9Lo#J1XF`{daCk z2)_Hna6cg*Yjj}HMC6yB0p`-7`K6nL$@d*CF?d!_J#6!n@fp%+U%n8f=6^FJPTVC_ z6RE;uHI?5?jG3hqK_ZGF77r7INGXg1YRn`;Z5sMtY7&3_(NXp}fVg}xe>r##1itwe zO=huU@vuSUbc>!{@oAl z8`CJ|)EYv~6^fZeqIR{BA@P}fqOqEZ^hoyF`F^KY4f)@hG>hYj_Ok0VEp#|DH_9XD z+N1I{E^aw0bm)X4|%gO1`U|m9}PCV9wKzL__PBT7KabdR@#hUV*JCkrt)kDSy;pQO|U>_@eqL zb)G11?({N#ahB=yh0On;T<~S&GqooJ3B@?k#UIi!lQz6gv5yWTy1HN4ynC19ADDcL z@Iw10{RG~&&T@%#IL%QVyLQD<34$h^<2QtirQ)1VVQ&HcTK%-=D2(AJEo6IMA}An%w6_xCM1m=a#;?Oe+k+l z<%-f;#>pAz(HNcbKXh5mqf<~<$ z)1SWhFBiaBN*~qsR;|K?vj+40BQD;NZwg`e0b!;m@qG4Vmhth37-oLkHKX#3rQmM= zMz`XrbmGg3#06z->Cp^es?plNAKO*81iTzWbh((CizZo5rQAq*l+qYl^_>7kWe{dUVO8bzkkLR3i_li_ zw-Hma_wt4{;-5bdYyT?yvy7F&QWcxQY(C6@|37xM?+mb_U@C`%Ut>lFtD8$|cE~)B zXRVin!avi$kaX#>r}oBI6fI!2aK;J?4K;{)nD)MH8TsU)e9pD zXUsM+64%sev++vjM_=JGB8<BI;x=&(q_hvTrZS$`V*DtBag`4Rg&nxSF?9NTAyXL8pIKNbPFRQXW zdur`RMKI~|UY;;rho#!FOB8E~*gLOzVuq+})#u+w`M<0+rJ9(PCgd<>-hCgP(HuE8 zG1S~ATk_ECs_c(jGs}@qy{dB;t%-te(+%PdVh?U7xbbjqOt`5f;(n1W);_Bj$IDi_ zD8D?$KroW1)#0B(G&WtCW4YoYSMxEGGTyv=m} z?TrmlO4k1&?XTvjHyp_JRNf}wrq?SJ#GJ`Yv})2Qd3TUY=DhsSdH7iH=iMyN-<*Qs zu`LdaDz+;6L~k_TEJ}yiv;?-q%e*tyy={NE^%QqLVk_BCmx(88^2}=$bh5X`gq{xC zjC>#ETHb*BGgCI~vDlz@IjQre?gueXTRdLjS;L;m>{-SV7V5G7rr*DX$yM{H-Kd^- z>r*Yu593~#pWIn|+Obi*lU2QdcIV!`kQpsIv0Rt^s6JAOFQ-Y;(C}kj@gw=XM_4=0 zZ}!jQraL-p{Sp$oBqmDfI2eBGes zinf8a25FMD`+WgXx+6V;^yX)J=E~ccq}8X`g$JW9&O42^$SrEauTg5FdqRU;I1gk1 z(*}FwXf4+O1nAZj*kc>w^_Rs}xD)Rqdv%zqNa*B&*A{0iB*GV-5&d4Uc@RW$d#Hs# zR;U5?*Z!)pNIQ|rOYaoEq!g$^d^!8w?x>z(_hK)u|7T8MGIM#t+YRluEji2g%qtF2S%OM}Bcd8{GIRZOxBKFa zb#N!kjITOmCK>d*v*sp7%8E?$yd{k)u-&m;x6o*CT31IsQ8F*9x&NHYm4T6>;;krw zkRh4KIlh-AA2nDtI|7*nbTPdWmOUBtdCZzPx%8y!sf+96H0nf6r2c6<;^qSJYzc!E z5*==#bXF$QLE0~yMkH18vM$IJYe&D0Q=Q~aBHi9zR$S3{-%0HFdAO@T_F_TG(y$|l z!OF!M-6(!g+)}y|JlXTn?At5M{Q)MY`TvE!JP?4k4w;V@bP2ZutpC70Enz?H(L=`1 zH1a_y2XY2}oSqMMMk(8`)YQB2X&%H}?j*g6 z_lSoC=TiGK9?I+DmqJwwd(<_?mw#leQ}mCA-=@;X*1O)d(4AVb?2-uGmgt`x&to^o z4S}`*0ugAE{OA&$eLxWW?HZDTK^vC&5`PvQ^k;voLUOD8toyGG{&1;ktMTdpW?bRg zXTgI(ahGn?RyZ>l!u?c|IgWGcKWb_cICy?*FhA2c{`SwciuClo8_lwPQTIK2)Me(9 zf62_e+g}QBrr(MEvbC#OVe*03k2GVru*Yh4VY@8#p`YeC{nHD*E!;1)pO`OE<8K+iw&^qS+;1?u zqBT| zb^H%4yu@Dl%0%b5(dS(Q(ax*=*|IIfL z<@##0HVbo15;PDOmseJ$$n;}+V@5zRKh38#wkS)x+%M8l(#6o@lY z+N(K`;|wWL<^Wo+pMQY)^uAE>x#t^dof#MB9lf0;@JWdnwLkyKyFW0fk~@vxveVkE z{5<+6*)6H_IX^rj56Bq@xV4SVlanQut{y2gvG}*Cu$S|G%uB0pYl}VJCuY8_AgS@+ zT3I(AKo>xRCLr4TKTMp(GPc)Q!xDBklX6CZB}&!&-4B81m2TxQcPh-qdyc;gaZ|%9CfSs1~%j z8|l9D!EJvnWiB~*`yTg;BE7477OL$&K`U8ES5%K{4e=fh{f3gVva*`o&%mgvtgI|O zv*lCesTaY8DKpTyfa?R5M8sXGj1_(`@Rsfa!*FrSlL!c)kALvW2eGnQ9V?6IOI6>( z^UZzE5+5v;l|iPI2Z^b08SX$c_{ za2*prT-=ej75IAC9Nn@M!X;C~z8ABoFYJi+oZBy#D^WOXiN?jz%e(ZZ%JPpBMZL!C z{IGG-oWLaJn$;e0^iA-A4S0qiZ|G0b=Rl$W+;MOX?rA>kw9}6d#0k-UbBoRR z6(P%ybbtSP(Mrk*No^*t^ZjuXI_(3Rf0!m7I^;jx|2}%u&xl!;JQO=Pt7AAdS<^Do zx-40&#O$52?2t8DniTwwNVbVX%l#GKoc7r1*;8NlU)G+H8QQ;km$7A+^t4nf0`G10 zid>#Lh;~`U{P=is?54+u1h9Pt7s^5Oe9JFZPS`LaLz;Ug1|;) z1Hf+SIXS7B=yOxAgZrW+qByaG%$|gG)VA+XxMK9g#Z{RcIZ}TRgMNd~}+O@9JMtMAIM4>xj)nRV7uM!BODd!t$QpIUkpKUAK56;aj z`>0go8WVVjVuw|vtF1_bp5mDCz0G;j%-tu+7eY6OUv{$JWWiKpkpMM#e-|rb@SDu! zXk&9U55DKJiXtnDeR9xzP(iNBfBW+2(f->kCigj^jGF-j*ni82GJvMQkEar-N64D( z43_afFQ(?Mo<%T@`xkr$8U2>SVD@RxIjn^+B1RJRTzMLjFPL*)$1_TRWCFoCas)Yg^ z=$jbt4H(^z`k>M~GtHyXbhWb5o=i!Wb&A{k?3^TH%*wFrzJL1O`d8OE{mMeGcZFrF zxhG||KPwd|`d4`B>`2p?e3|vJFDIeC2j|)FwI!*y2Px*J{rr&QDU_-5W0u>RJG0Hw znV31*Mw5F**&d+T|!(u@VUAX zdsO~C`y|Y}Q@7)q?q9zewNH1n5p_TSJ{3I6L8=>In~&<$?#fP)zp3(`0RK)2^V>io zB@3+^+Bk#xMqlH4x9(q;dd{bqJt=BfnlQqvrMDAEt~Fd4=%cwZw5Z*D@ZIk7PAjudryHYd2-z!(i-0H>!10BZ(8-@#R@ zp@HfTNvmp}#<&4r0)2iU4MS@_e$qp^3mG{V^J(;*j1(T&QF&;(SY!^jfYu0u1gwyI z?(6pU^(nkX9_Jw2-%p-hmS|KGz0lnLF+Po%#od4yw^*K>LEJKC*20fTb&HTFZa}W@ zh;V{;udlB%Y3`~P=jh!V)VPwW|A(#b0Oz`I+b5-DRFWOCD_iy~J0W)w${tzCN;0BF zMrL*h6(ORe%%7k4W211^FfMZc z;d5!CP2T&)zKUF>*~7W#smYV2DJT0GA=^rp*E;>3495C@_$B5o=~aaWU)X59O}g%y zsM#0#N!IIcO8B{5U|IuJ|2LQg`6xinF=F8^^!4$1={mf{)YSAp^z`?a_ES-)y}18Y z@&`R1Q;)Mvd8j~(9j|aql9phSrQ`5NP7uBuj_P(?cwkG{f!;1)gF$%aP2Jhpy<&$# zV`NVdtDHO}u!Q4;d({HXTG~I2+EHw!f&*_Co=o3WDkjlu2OHnfRru5E>nt3r-DfI; z5|SB;zrW(~9=vLjSNc9Mfnle+QE^86LoS8>-)mVPuKLOuJg!l+JeHu?_*mhVTZxNZ zx4O~B$ivg4%Buy3Bqi<^dm0@0`IMpEsrz*4kcw@_9oH!ruM+x`-%E&#V7lAs@pt3a zTw6;1dW~tPLj5V@`jyTPazwd$(@7hYZIB)@(U-&E%?;cD!c&rCw{q_#Ptzuma2xvP zH^aG;7?_xhWAttLX!7=jIch}5MSE%0-uvxv`o77_aqNKNn{}zdrE4rp@7Qgo*u4mu z-Nskpjq5OEf+Z+lnqKRo9>;EC7K?ElM*Q%xOgkvW&!p`zqO84i-)oxIuy?5~-z@EX4gKN83L_nZhrYFvff;N{F9%0H z6jrI8?j&zo!dzVv82V87&$C%Or+YWu=@lBj2AwgU@6+~Ns+q0~wlz?))zWp; z8~#JvwDkMjihpI|*u%o&jY;$OANMwnKlu`!U~c(};mfw%tLGZZ;v$PgX%AS<7tb^q z$e)pPOL^jYkTTcIdMwLnV#gq)ME`st6xEvil^FAl-w7Dy5o8LgI%NX^ zBLf!t?ob1_OcO!=;^cf$9r=lSt#{ZA-qnSdG$f3aYV=U{a*2QXsJ@|dIW{hUazEeV zOu)w6=2zkvAqW!?Rd9)m|0$z>PJZJk#(|6=m0;9|N&^ExIA3LCWQmRB0BrpnKh6pPsBEASbkCP@QZy`5ng)6hGZ0g@iLnw@H$JX%rV=$sO zE4+OA8F4P`xGoZnU-`ixVYiA)%ZQ0hpM4ytFSzoazP=!~WXY zgHR0e2qk%6KFtq9ES9}$`oc8o+IEaS+$8?Xq)rDv2h8=Uw!B$5ReFFgh^yh*v$lY& zQcIyEverxE@ncI1t<>Rj5~ZTYL;L5#H!@=W5SJVI;)rOZF=}Li#c1i zQm6EK~D^foy%~x@I(5j8NH-s&4~5Z*pP+Zp~cAUx~yBSLu7Qo^%xb zjw(fc`pz_TDP-N_$|Z7bw&g7q7cOUhH057VO`-00)OhhRO3;v7O)WIxq^KvgN?3-P zihZ=DRozj}YowVfWU4E^I~G@WEPC$wK6#9C7nz-iFSsd$vXhvXq0|9UvQz}Feahj@o?<+^$V;Lw)e|;@U$jx#1e!%&# zZ3m^(m7>ltYWunjD;+i692>LXa)e8W9uToph}`E`&#rER2iN z$&F&$v(8p!4|&EXefMU=1}lu5HQhO*+H>x&=V)K2+cm?tdVNndTNj)8`RK2FA9+O7 zFG{%yGO4bSZ7qK%I^ds{_U_qQ#)in|YV~HIBrD15Nlzkm;qBYE{0NU|3}=E2CJbzX z=!AseL6^vjCy7F}o6>0Y|5sZNJ-=7`p=!fKaw9Xi!Qf)iXUZpM4WC)H`Mk~RJ*lYA zqRg28dFOFT$Nqp@FPLhAvi*cUuj^!$O4G1Q6jqY9NY36&0GNM>|(3LFBjtm5Bu0L)Y5u>_6l)Q_p1ji*e7ddXE9>{%h66@*^p~9^jWQklG z-qt|Y^(ESNIKI`1!1@8sX$4cw){w%L6(EH>Rw?p~fkaYw93vTbBvazUgP9#U#$3iR zjX!*)Sta>q!!EWsN}Mm&k>@q-6;7f^c&Vh*6?5%b{Ra1fXweWw$cACwd|BFQp;>tl z>=c*2kbxVd3?s6l#E3dOK0bwAd5#h{>^V;e`suppQMg1V%*=39{n_6C>et>E8<(kb zIo(#LOJ~QnExO|0aI(|ItUH%E-TRc-vv+$F{u7m1BN9H!6W#2)v37+xE1F~Z92{N7 z>qF?1lT#*tu`5d{8w&Id^h=BVDPkB5SsXv-oOJ5xL*J)mV$pOwSIoy-u5t%D+a>Nb zk8h2cY912~y(ytUsqI70^l*%8)p0_Ve3kL1V!P`Zxxp%$cdQpIr+)g^Z@Ix(MiX>R z&7iq?HYzH*7WmLFkN^)f1?03i%FrgsndA9X`X^B8F8F)_~j@LIPp2feax(MUV-vbd&XfE)Exc z^1|Mfk9X&gy5ion|MIz#z>-G}6&ov4h&cM{{t9F)O-b8!r8FO+5G49AL*q>a3@{+IzQD*xX=(&Z)B`A zQM1`6H$v8l`G9bcWfTm@#oOhH;I76wfG!{`5?Xr5PN4FUUz@4(o76V{3OW$c)w0TY zQ6Z23@hmMwh>DMoEck0r05suCk4w~j*VoO7K z!50Ho&t9F+Gl$>qj-Z=$J{$D;RDebKxp(rlDEN%zh~({hqCXq{o=m*dy^WqQSp zgx-$Y&0XZOH07x<=tY`@DvVB(m?ou7g@F0ccV91XLjAV3abQaghks?|xtV4Ai@)w? zmnPUB3FU6q%-wg^L^2}WkCn%q*VjxjB7e&drc5!n=Q+7!XDDDD$1LyeyZD7Zd1*5NcQPzpWR-RrBlB}#lD6_UBJ;UfQ8&*w>d(D z&*}0Bonij@{0K6t92|u3Pu=Xj*>%^tCXrnQlX?Apw_uOWIy)aSWwW_-A)zJi-bwe0 zz=bh0+7Wc@&IM+#eeR-v79{%TH8GDPXw1oZP9Zi+gqw*lj*j%#GigxGTBF- zjy~e9LdXNb2c7HW5*XSI-|9(b?xYv4E1T^qF8!BYq0}?9F+C&(&MCJRAxuZhJNqYn zQ@;P_;wqRI_<%l5s~Z>q8@r}VQYQi%8|3qKJMz$mK+qi9|0-l2AOa{he2_uib_-uUWn<0nCP29i8CIY`3xoo9kQMqxhvI=#a{Rs9hok#{xW58R5h~A_ zr^YEC97`e|SKBj^$T!F{yffK5 zG}IoL;ie=p@#uN+3BVf@OS$9$zTfuJ33&a!XTU?;a( z{NMp|6QLoy6z1M1e(?~Xud^ybrffSZ!B;R?Mr;5yAswGS$?@LUFp2X{L zH`ZBYWt8)a!i+o_O)0G>xMKGmFTS2{qA%ceI)$=3KBC0p(5drw7TSM^KW?^}IX%%F z&*^p@ANsCg6Y3}fszD>`pPPwf^<>>R1I}})t?F#Ow zJ+Kxna%0b*7eA*oB0aM->g=O;s7r^_-^tXdwNsZOXH=KpxbT@=T!pPpxpwXBH&1ET z2C{w!p)>N*KRE@jx@A8^IFmY9z`tYQfL`(9({!`IdWcXA_nqd^1Y2?2jeo{f#}EFO z3qb0+XDb75c^>Q21^vq3qGlhJR6hC&i{~Jh7Y|OiI5Yax`8^6 z#EyOeCJfCukzlav_se(48jMK@*`b^P(Hm=&I7|uK;qOyZR}kz8yMpYl=1jFPNaybZ z)&SwY6O2-U76GHDfrMNgKLVXB5s-tjh`4c(TAJy=4AG$c%xkg%-(Qs^gdIF##)JGy z+`dXH9g(3eBivTQvmgdfV7Cn?3knyX)aECq&ZpF(#FIR_kJKBO-O3-U!%yYNIWRxR@;Kf;MeT#d`$&s4+2g^M->Ew=`^*94&-0hGq^ zu_e|LI^Zl5$(*>};B5T`Y9~U-opFWCh3OKK+FP33$3Uot zw{!FBt6pASZ{r)q!lQpnXI(U>2;q2c8Gctq^PE$1&?ATDy>hsE2^(~PupS_u6EgH8 zv}*dNopbL9oRJK@_r~!=CEwAPE8N`94s7{9S;hA1pE`I|R4)7+AKC4!9@00o7WD}a zqvvbCaW)srXg#QtS%~6IOCFW=IIw*BPMPkUxQKG^doIg4&8-T|Os^t>I_ma3*JKoA zl_VRE7BS&hNp zQtE2I4v?dl;H-e5GK-hR-23e%y5R z@%-aYnvDLw&+CUS=XEC!uxp92TYuf!(Czwo{Z)_YSl}g^xT(wfOfK0AcM^;$GlS1a z7G~bJ+oxCUb#sS>pnnAQR6=9R&6^G%pC|XqvJIaX&VHvZt^Y}tmsv{xQ-fc3!pDm< zy=RKX86?v_i4+SRIDeGqv$=CdRgF&N;-0h?OXp?Ue>ZS0f%R+|SJgv#qe-q#c8vsk zZLL3joe946(w|B%W&>n}nGjY0))8Sl0L1kVYz4(HeLwv!O+g!`Kgd_&z^6h_2=5-m5@(T?|!$ z;>MCS__HKLt_2o2f?fc7CP8+MBwt7$xFdTB9RZQt(p$Z8336yYrDY0e4-bfo$1Z;M zjl^IvpizX1AY3D?h2+@-70d!bV*di!bQUC#gXNb`0iHoAsUs^V2U#`@bs{K?_#Azl zlGVX?$D0S`B1#^BK7cKLR&QR#(;*}?;0m)`K6WIfEvU_Igs^=^@B#umW=3Q6A|}b~ z9-TulGqeK0vZ3!r7663Tz}iTUTBG;H#`5MTIMp|DbQYH{joRg|~$ zY#OTP&su(R<4dE8+~OZJp2U(IOly#}^RM_dvC3AW@JF_awfe$%M&qImbN9s$UP8=r zcE;+*8y!ZyO~+N)WBl8i9E7xEWHP=?tV=~6eVcf<$;FI>cBF~@{O9enTH7>w?#zi7 zw(@!$=(y{wO>GqE!XhD5v~0uD**6we!1KqO$PsW52eia;#A3Rc&2{soN~Ii6%}$3q^35u;PTtsRNA8_yT{^L?{M&a2P-Y3r)v@J8( z80&77Im~HU8yN826F(ZGUR*D6VU&SlMC)#l7}X!u^Iy5`txPkWPjfRLpzpe^&ZSzr zhqHMKKwbSkvIDe7!y4WnNp-DX^R;FqkG9`RL7}GKx*o4=&^ltPZ*V$n+4~9o;rON5 zB9nY0f${13=Iixt`sliUbGT6>=`>gNYL0{(ZSSxvcVueaum$3g5D}L>w=n`E>;@|> zQ~yE6O@1?n7su%Hy+cEFrg9w28gkzr$~}Ba?v}$7v$pSox7L>CxVzTe-r*$$jdqaPCoP~xWVB}gw%`KcXGd6;e-vJ&J(C&Fu{dpp%Vs2L%;Om z$(d3wI5Vn?9bQFP7esX_=C?Sr<%2Y@%{Ru(0S6Io zCQySDF+p%}5N7X8)DAG{1Y-IPJxyHJ)&?d{7t3qsRv)E|0%qE3^m`LL?|`@qyx^ zKlu7*d8tvVDw@i0`xa877tu|VZ^p||DtYu03c-biV(TWF*ZJb9(uznZM(FlGZ&C<54TZfW5{f1=>K@Hb>8EsX{N>q5HOgwYb-kz0=(u(}{! zN+}*If+v}`w{+6%y&bY^MUa?4+WB>8bA5>P52gFpu!;t&8kc9W|NXT+rL9#G`f0U?0_f&pO8bruw3U z)?QurA#O79s0%K7p^N+1S&xhHLln%US-jk5+c1F7VU@FGcNaCC%EknwNVf=4${m&D`E!-0RZ>fA@!+E=qti@eCvBM8L{8d-Bo{8e}EVz|7W zRxM|XD)oMY_z*|tf7UjvgCe-K_=|7aaW6Dd@oN`f35UwXjxk&@eB7To(f4@qf#thf zf^4cnN0+aHQlnuq8i22NM zzg3Z9Jqr+^|41bC(S-lV;!KKUYG%!POUq22OOtVOw+t;89ZiNt<^({}T5e{w-Xl~x zDxIx?*%=OuWf2)p6Uh;K!VXN1dpw$ARzIN<>0n>PZz7;BU`6gXZ*6(1_14B7>2rWU$PDsPcjR9NtOpL;_d{h`A`Tw?!vIiK5u>I6Awz}irX31cAE{G!8{FGQF| zF`bb2#S;DuFdlS==`vCLATx=QUf@3BvGf#|ZxWpx<~0!T-dhVf|JTKmaNiFN3+u1+ zm4Z6CZpY&nc~8>~ry$XSqVqU!=JFfb=hJ-{f5aJnL1 zKl(Rxrq*x zuxjNH*e-l5l8JjCwByLmPQRKAwjDuf#YA#wrKdE;xEY`nF;xCqPw}&I(F`*$@p0*J zB8wY(Dd56H8y(v}1e_R;I)f~)St8c$6xk3y4j4+pLL84fjL_O|5pq8@?Z%16DJUqg zv3nuVasq;PG{Z&b+u3j|<2pGap(C#mk(v0=g7#8lAsyP#KkZ8Gu<*YnkfL;|)JP!R zXRUy)P6Sr^_Q}Q!SBo`mn9SO1f@a|ablN~imtU3%SkMvX)S3DZ^XN^tTvHZXUC^7q zTJ;fPYgQV)++Ooc?%TP!XXYdrLsVn1m z%*jon@E5G0!T0=DNSBrjvb4L#cfDU^!>!|pN80Y}uB5eq^aiT~Qc?_g-2$`jJX)Qa z@vHL_x!dwR{y)>|{YugUWg!y6(~s&LZ3nIYTsc_v@y|51v-xM&$rlp)J`|YNerHxv z4Q*vZssF!eA8a^1F)(7+jQC74xu0y7ZZz7dbppNIkU2If9WS3c)cJ< z=+$VuI(1!s$@IJrK+XqQS)j~CX7Xb$@Ge!Z3BL&%b$XN^a33VVY&f{o0@5SUM%beD zIlr*6bAeX_A&k@qags4ely^5=NQj)x(Po%~vjK(0?LKgM$REu$F%JUDLjt8HF}On> z8VumBEcBlTd`?MdxUoy{$Tr5~*S53WN6H~=p$SPQ3>{y-WDG)8QnaiN;yL6>?$haEd!xgh?dge@1fob{D#$q*I8R{s6-Vs;{ zP#x_B7O0USth}e_pN#ZVR;?I}*c0OgHh|2?N@~!d=02*92Pd>tXM&%1>v7 z8V{^XZmr`z8CBT9qEt5^hXq}NsFPstVhxlCrQiFmt{W|5wT>m7==C5hO@72Pb&7$W zo_DcJgbE!s5e-DxJfdTTv>Lv=C`|DLx4_*NL)B4?_WUq(Xc}3b>mT81ZuMjH_kWm^ zYkYn+?EaM9i$~l^mz4Pkt-nA@|F!gQZalgI%j+99kKClsHA(8rU(BU!i)R zKUy?>hsDR~1sngtcG}%Z;q7sjiF@bFCKtOI4$_PB?a`GlX#dS>-r_kZ5OO5REFh%) zwd&Kw4sh=P@faw;;qczTbE8*>l=SBj}THo;olY6D=@ZVCNVlL7PqZpJ6>p z0W$zhAZo0ScmF@BhlEEn!4rj{5DIt*{2ZK|vY?koC7Z#&6M?dX!WaE{2MjgfV}!%{ zo>D*>5EJwXuH}UFAMwy6Kns!(#%5N?05@(uJ$Q!F3!2me4LfNdPWcJrYwTUbqL*T6^`ERz25tvYZe*S2EibWOuUcTeR21bdF zQ8+#uT-bPrRrKl5`=E<}qts0(M^76dQqnw*N^p1u?o~M9nqxV^5d#_A9oN^pR0WMQ zz1xJ&&4`MK1P&?H&$!;!O>Q00}9 zN*EY8ha1YJlm&-=et&v=e7yYdU#V<*FgQ0c0U5NLO#h}F34zUH@jbUC{*7PdU7$O7 zUrwEgJg~7TsR;B6$QEI)B$P0f`Qsi82w)%h3PGN*&x9>s`!{O>T>khP>k8H#u!M*J zx=ittm=(&(60KcE*2zL&sW(-0pUS35E** zVIqf8o=wl)y`Bh}BpOw`G-ehSSVvpH_yJW1+F5AH)#2h`Vgi^R?kw>4Ex>dG3}FN6se z>J6-drjZQvaM%lOAX6gBnE2@8ZQ(s)52_-*0tBeS?4mno6?#wjfue&3Fzvnt&0{o=wXP` z{KHn{*@=sA=KSF$ht{$=M2-|V8}=J95U>zQJXgrSli1IMGmX8y{Rs|N%px#8D84vU zH7ZMh=WrEKvNPqJ@m`s8z^+EunDy7Zj9BSq1yB*-AmK%}bZqR6+*~YkQRE_yh9qiZ z#0@UJsi$AT8IU6g(`7;94LdPSo1=VU_nKn8pFo2E*WosZtnjR}hiCL7_B(O1hH|vf zpKb{1{{A{s_9?$1U3aKJo@ViNfrA`LCCSt(O(LG2b@_Mlm_$7lf*z@LJm)Vmx|v9? z-fKNk7F6J5B(PIPhHYoq?SyW?0yN~<|L`JJ}ClDnZd)|nk{ZbD|~E$%yrW)|)4u)l5Z z3_k-+ZZTD9dDSDb;q;W&rFnPn(upFL819;NgxfMsFD(7q+FHH!)yoQdNT;TPcNm!~ zslHxm6#INRZC0=Qzbq!#25Hs^n-B^RCflt+V#L<9-aL5u?8?nL-SAR<7ac?x4EpBqItAXA(q`;awTfl^D7Z%vz9J75ntstW5OX-$uBq_fTJD(hRx6j+ry z8u)^9m%GQMk}gji7t2(m?s zoW!qA&mY_qlAWfvY;4A?^qs9+yw2UgNPleZi~E=e&t=Js_Z&BFe3NniAfMyIr^h^%M=i@$QkE{LEu zyIRwd{*Uq(%kDZg6&2xB3iIri@?Sq5EH62nZax~}OD^O~9_oBewLfy|p1|P;=jn!Z zg{{0_MpmW8R?MbLI2ZP7jd7WuhxI&>i4^PTE>Aq)-vrB-cz6E(@jHrh3tgQpG~FLQ zRMZXMXyULtAa@~|DaTOYTx9=;1eF+@dqTUs&ePZRcTHBlZxz0}?7I*!b71I--$B9v z9mk-0{Md&K{JL6h-v9aR@%v}^=n=Jfbxj(Bg8O#9)EX?ww{PteJ9kT3Tugu8;aINp zm9FOE@GgaI!G~EkEw*2n7OeRFeX|7y+)E3k)oplNh;jLTUOd$k|NNg%HUMr`H?f|H zB;^+u3x`L@f_JP~KalfqwY9ai)zbs|#Ve9c|WXI-|x!E@m3osH6|Kw6mZLr>INlh#j=EWqX z{z|ip-w*wLdv3BA^3xqR<-x}>aG#2>+WAi~$>%l=_N(=e;|+tzxrp5yGb|yVYs;jX zvr>F8blYY1J%+xrF#ld^mn!x6(dU-t_uH3XCZRgZ{wu{Su*NGQf*Jq&r&$DoE=JsU zmYW*{ajK)wJN(ai*$_4Eb1$eK**vf;k&fby)?dE@Abc>o=5D4txz8Z0tXKHEGaE^8 z1N*Zy5(zt)7+F=kLoapz?}ArH;X6J)5Vo!Gzgz%2h(&QHed{Y4x#u9K@@t!tWcRJX zef1 z;dS(K{rAcvR+x)-S%JrJ?Kad*L_0trLtrJ~WEGJXf&C;eJ!yHvErUxjaq-u3jZWH# zYf@(_&NCb>>C6Ib5*gp< zDv2f;=0)%Jl;n&|IO{?QwOJU6UUttcOH8yd2p1H*g8~Wc9z<_rFnY?Sl=AwF#-8-P z|5>@Umjvmsp~lCc0#YD1|~fE1potnisrxlqr8RD@*`jZYaXpHcn40Vy&cga+)QmG z2i>gHqqR<3OLSVDDfE>@jSf#)bWMbw242*7k(ig5oKWed@*J#S3<*1Mpyjx{wuzd-X`ALC9e0aO zWP~qH@M2|c4t3aa_s3imYupn4+JdZztSDnUUtsK!pnJ!GxtZaP(4SRn zZc9p6%@h`!fF9a-yI)Lq7Q(~lTeHsdO+<0;m(^mYJn7Wm)hWR=T46XjM=tP!N=&fX z)AyN-m!oiGp;-&%r&4j>1!n>V{NdnmW=zz8?iPmAt^}VOgbk$Fq7*~R=?2Opo!U`- zx-HkBYTd3*$=GIb#6gLg*VFyb%2rCB{_uA;M}d&nysC7TAVmr6s zGiHj@&rdk*+h<^)Uw5GP_^ypKUD2>z`|cAxM`YX6 zAJvouH(jj^6$G_>z^!RNK_o}tKj-7W_T5}sO`iy-d=t&ZD&u~WV6>nCBPQmTFPAO| zUbA345n@q%%~>r$nswwgosE+iMM(36jvaR@saByz=VbI;*&Bb;(MQ2={5@k9#D8zx zuH3dV5IMlP*sU38Olc9UUuSt*;wCfAUYczb!Pj##IEF0(PwFu!q}iFYzj#039>0sG zI_PKrHxZV(K4(cZig;_zT^_uIftI-6l52E`;12WubJF-Z!1#|yUP!w#&O}((SD3LM z<+*7l#=+8-=t+^-7DFG%`&*pWzAKc`zSKx-S76_|{Z`$V^jfkC#mzwnxEP$0V+$he zBJSl|j(sm#L+GUvukISdBc1Y8U>+baDlL|^fa^f44Zve4y9wey9O3}}64CBB1$fBH z>W@%`I50Zbi4gR;X5|-;I3}}59mryiZZG>xI{C&a#7@ZE`|!El)S8Pls*8?Qv>&&z zE5sb#6|;w1>yx@oxry>w9=C}Z%4^HjyDRr%b@d(~4_|M`a& z2oQ#(qIRu}1?4|wfxdv#vpNt7w!Asj|32ocJmF~AUv}wmz{a0+865P3rV5&t`+57X z_uIU`4huK6;$y;FvsPU+c6-Y1mz5zsyCOpS4|&F%r)$;2Yq^Wx`;AM&%-0=dFj9oj zLEL3P8bAP(qMtN+vCR)QcdjW1;%@E&M31Id#((7qpYFZeaq~pJ$G1Pgj4bCS1hgjh zc8PM2#fTi)tNmR$9Lt2dQS;=-K%p2>9RV(8mPx9jBimd?~;^eQLC1aD42zD3Vjc`WMEg-Uj zc0259QDnqf<8gF%!M4q%i)Q~8flDzv$!`$MWVEbgCggo!r7%gku=-S{f!qlFt4@sW0aB6Eu)YEH6yF=@ zHLz>H>`hEC5=9OybT5EGgimo93|9Vw2RpoS*#VtFgNZb^8Ze1v+(&l+e!vq61#Dw>Odg=HaZ^ zxrx!ORK?p)Wu|(5^WLIhCi{+U%)Uj7IXxh*dd-$nJxem=ezOgyfy{kwe+f-;_l+MG~6uY2sGuKLCOx2{B` zez<#Lw4TmWefe0=b2Ccay@yRz3P~h#&dfh9tYp)=s4BtSkzs4a5_?K?m+Nje@pxDM zK<1sa-+vyH`E^tZpIefr$KFq=VU-Y)jbJPl{)$r@sC9w#H{{<{WzQ zdzMdwl(DU8GiBJHk(8?4>2Eh)mWl=FN-S1A4|@D!sWEcIZb~KZsgQXcm9JmQ-)p%x zK?C!*7xYs*H3{kP5t^wj8 zNR=MYu@HaFKl~zwhgeAG0@mjVd=zX5F<9Wj$`hnm4mmlN$fi0h_}5ZZv(&}K#c)_1 zg}Z(2B(V;TVF}}`Q9@n~f9UnD$p^W)p+(kBe+3T6E+i}&d3En;;_@b5SoQk!MQn^U zB;$^BpD}+}UcPEg)`M~8UmF0-Ibp~ejIxhrzid5mlMY@UY9lyu%9JxzI3kEA$G$$H zamMzwiGcy(olOL&L7qXB%A`Djq+E8Vw(y=h#%+-u#vNGj_P7*p zs}v=xRAA|Mu1k&zch;$~*HS+p#dRr*3&z*7+^Jh*3}29Q9-W*Rujb4yj}M`a>9}ok zBr`$aqm!OiL(C+}CDxmD_Z>@JU+aBYlUYkMT)V)Q+@3x%n&h!Hl8x_uhwhsxp8O>) zhF3xZt#%#)fp8yg{Mox8mu=LY3HxJMHDdUCf9BbB!b(d3vi-UiDDUxMk zB4NV4Slb`w?dheME^WB-*x|l=Z z$JRt?H%@@YnlXeAsP|0G_E(!5tJeOy_oN9+TP+mM8^bB6bPZ1&zwE9Ay_Xs+li6|FBPX1FAvYQKpfq%>FIj>bYJnIH@K8~pzOoE z&B=V#Bt3tam{tR4{|9*N`wSJN;Q)>xEXbu<3HW>um-=piAHeNke9Q&BG&NNRR4Lpc z0EP7trF!=4*&j|_vZ+92H39OQZ?5!qOwHpN{RW8?FspFxb{|v@;Dn1ZQW1OP`E$rL za8u4MR&S<)cm=97?jir4sUJTcVD5r55OWd);C#h>RCHn-TMF&wNxEBDyTo`BMdQoi zAcS^IJNFmg!r6{D27OG?g@d8TFidA+V&dlIUAUqfh%fQ#rL|%th#QPoR5TiMmtUEI zB}2dX=ytk6cSn>|NO*fqn1u}21q1j!ktUx6V#r?9q~UKB$;78gwC}Y{ns3A~PqyylVB%Eax%S!Ws4n89TbL-U$Z|Aua&i~M ze=P2u_`xwTPdoEs@7(f^rHZ98S%+WWA8ag99NWHY&yTr1V8;Gf)SyZC5xnn*s07Gd?AcI%qT}uh-VO zrQmbW69HeFgH!j~Pp!zDH)wk4^^EVrPLJxBx34JK?4-XC5}v?trhg}!Ng2&I?Uv<4 zo0;}o*=0K)+EaMR-@VYc6TV2xR@;wH+p%4-Vfyqt-L62qv)@#Wrz>eP=TQayZ?*rJ z+1(Tltg(1)e+1?MUgi65)F^}8PJ&6^-Gl^U5t#W-OJGKXLCM;DVF2N<#p3ev8lf*C z63AYCV*^p5nkavHPb3n$Mohs7DR=2-pD+xoF>K5!C>Z}&ris}>2QCR5-I$dV37L@W zz=XRVn5QL7< zOcKayo3{10_h3=~{+?HeqKiqwkq!zrF~l9Xk7^Qn8!V}1BCcNf@HX20#GH>1iG^*e z9%A1wR$FdBq`je3G8>~1@jxy zG0+9T?^ex^#0=7RXw~dTQ6@iLe`eR@62uuSXW4e%0{p}+A+awI6(&Pu(_W|QdngY* zV6Khcpv)+W_4zuRn9UBHhL0Zcs^4K&!^sd55`yXc+{ao5Z36?yYor4<K~Z;cg~|jp%=m)!Ijiva}i9k<5Ik$nCRjVe7ER2fmlAcX$^S8CJI@muxTUIF!no)AQ-%GkvbcFxBdGlspn^h4CdQ_`Ls~s1u zlG?_#H^SpHCjE!7gj>XL*5cSac5I7bo`m6BUXw#S8{bM8mBCi{%cZ%qP8D3oA4)qU zp`P8g&V|1Cg$iNzhT9Zz)R*Y2567pW9b`qyunGrG_Wt<-=0kF`^Tr_ z11-P#=>M@Nn>qRH5?RWNGy1*x7MJLsSuDHTNt0d_JbNbJ;!m0+UH{RV0gZ!qY%cgZ zl@|L98akfaS^Vtwwug~o-TjAum6jzx{~Fgv640Rc$~rjp6^)cZfuua!n{GNWRXKWGrQw3E%Ypsqn>Ok(K|rLV2|zZZBF>e0gL z4Oy%#Dkia;D=R*z)RmTMc99^C87LCCI+q9Bwv*pDuwXfktvwEG8f^rzZCxto4M7Y$ z#!r{|@ZmNTfrMlMe^oKCZC6|sKuZZDgd4d0X!q{5ChdooB88x*0X2buZ_0=%0vn8w z#FKo!@@+p5O`@%;UTP4=y@<;keHMV=^8+v4uq03<-tL)tcD4zFh1B1hb3p@%6>&516pI^Fh6;>`V!^?baLPII^VgyPQ zf_jEfJn)ISvTq`AU^_-zLa0d)u3Xh?lF-}PS$nv!qPDbZ{)r;#B?E&iE0fto>#KWy z&3rhax4U~^-jqKk+Os&)79H3nof%2Mh@fJTqyk9_&_cf1>KIx~kUHSi48DgMtx03%(etl!#I3Y6U*8wsO?{F}i(yMZLIy2`tSLpD zQR)!olwYQxtL=K>gZA^oJJY2;>TG*3u`TMbQQ_i3;mqUA(+1rU=l$x`I9WEhSLyq` zMoHN}RY&T*uh#3;d&+iyK6344Ot;Vetg!a}!)_1tK2%TaS^DNz>mTy#^S33lYi|-w zo0-=YRZR~-kmn!VWevO z3ERtnb0=5W_fcDDTvX56Q)xB?W3R}4_M|iR|GXYkH9z}H5p;3%Kv57DHpcs#;FnTR zP@I`o3)S8%SxlN4Dfs+0qVdFUdTA2j_v-Tz3i4%Z4)hNsid{CiocYrm8vAKp2S;uh ze`2hfp_1X#?HB)~@cz>5}E%eKR$5s>g|}}dd}OE&Q`cjrnO55(bm;ItUd80FI>YPM9z2&ej_v$!MbvJL=o_C( zwp86FY`LY#&85h`;5(?zPw?)&TFsu-p^2jjR8h<=2@6NC+v`rqE7MNq*| z!DF)%8R*0~8Hx`8{AiKB=>@FpRa$P=BYr*T$l~bA0GwHiC1IElxNyxAB{&hhgJnuI zTO>q}#IgGentM2UY>91FMF9kJUQE>vP(e~ zsS6}%RtCIB?qJ3MMH#es=TYbp6fV^(@@!^T#`a;PJp{u6>)68!80uL&f38RZDl3Yb z&qxHLpPBNZbs9B&qv!Ve11A0@V4`_^(?xFuI8ZW$AR>bY7M{vp$-~P_zzH}eB_t%? z6rX@`_K#ZC0Bp33lR53dKLX-WdSOt4(uqv83>0 z6Q{C&>9)!du|u@9<7Pu!ZdaLS#Q2qVE0Rv@$=VdJHhk;l-xyC!SwAZ7|J3dY5y#tcY)N-iE=9?vP0% zM{X#$!_li3OeZr%V@V9+NF;tfe%{N~LQePaqQ8$;XJf{qd#V}b$y?X`Ti#C0%SLg~ zb;eI!lC8D8P#wj=8ljl?!dl%}Pb4SqX~+-L9}=WX`?gh@MS_y@#N)C5k5v;44P=iE ziyXS&ViD)Rkk#y>SMPD=-8^j4XA?=PE}jkemXXQYz7o*^QeiVz+3 z!Y;K16}9Z%tXK}le>yZA|IsjIq>ghnQY%b2X(0G!-=MAtYvcW{7lm8MD^;bLE5a&H zYi)_ukEEq)STK^DILXc&J(D9;&q@^r1fS{GEr9L5DVN zhHE05S`9ag^$7c5wK9Krs8m zis!w#xzYQczj)(vgL}_ECH@gEV)>5k2d{Z;G^lfYul1hd`j(x0-E4c!(@?F#Y(6^G zY-)M+)CgtiaQ&Das%Dpetw+CK&?@ZOV_4!(qZSeDe-9QpafzoVH12<6#Y5506$hFhISN5lCN8vvtc>GSca6TDU{p{mJ&h_4d6H!-xSE|@b0)} zpQ_7Hu13}v!`-kEB&PmOyZ^zqkG95nloyXMcTASdXU1l#?>d&QvgZnbiRZIBgSkdB z?`RxRX4|ROq~lxJF?wTSNp-a$jJ#_^?Z&T;YHd<*yqH8RUZ1Buy>Vo-aFf%ok<{sy z!qm_4_)8ouhWYR0k00-SDzb1#?ywqVyhu02NlmScxI+mnf~kF4v(9{9nx?$C*?LOU2FRn18WohGE@b)|hPq0-c%9_iF#P@aMX4q9G_`fazKDwly{evlO!O!iYvm z{^v4J50^jAb-8chDD`9sO4{+|c!mTNV8ialhXxl8IBemk#T)br4#&hO_(s?fqa zk}|=*33MKhUp;-)sPSJez(>=#PkpiCk>9dqi%4H&soHN~dn7a<|j4#=0f9`S9SIaLw3xv5}o$o_tn2TeHq!Yftvl%lZCW(S$o48wH0B z#f7ZNGu%(4ZL)j2xO7l}cF%vvJ&NXs4f8D~-e;Uy+g=X+I;hoabJ%)gRvvj< zkP?9VO&F#S^Hn5j6NekomVw}gzU}-Pw1d0caZcW0krKna1vM|6z?Ajx8U>w1tKK2- zlgP|~tw%Hl0EB-G0R*)OS5qmY3&Ln>4C=ZpRHsBo4u&Nr+esKX3@yLAtf{3n`RCd* z#GfL5vqKZ`%*BdXa>#EnNZj%<_+nVYG0YlrbK_bjzJIrR9Z347IK2Iv3gxk*moH!b zQD|8U-nZRaFNQ^P0a*cP}s{tG2m3v^ThD5SGj`W$RKzKB8)T3eqftK`bV1TY>EDo z(O|WFdgzS#1F&D=pR=KTAcsQ;`LJ-y7#O9g(3l%?6VwvIbr;+~AE3VEC7)cDEp+N3N5e|?x}vsY|) zW!30ov-VtSgCl1>np+<%d=oHKJox{py2`Mu)@^Gb0ul;Hhje!dN=itJh;(;% zx1dOuB1kD9C?SG$N`sVuw17x=cip+R``ml(dE7sC9QeMq-k5XD5nnBvxaaeERPMUp z3O6G(a;*k>tjXT#QEVuq_?DLAeie0kxxviyw^QH~$(r2zcw- z1WaguV=6k=DxN0|gd!l>1Pm7$g#dH}7&yESL{JapbfigxdV5v9F;MGI9M z6f!wE*P*9|&4_gL$Oq4qjtnbJ?lyyJ^%9IDrCAq=3P{H$CdhB>ySuq%46gtzxAZmr z5_06cdwmA5VwCCk`t9#5mk@jb*l+{CesyKZ#()0wJAAVxT<;48T)fbx3JC!pe+Fh< z0Ml9D1;H=-Fgn|~Zrn>#PB|el38_x(Xgm3w_;!-FQikG}joTtW%$AL}_x8#p%xN%P zL8irvYdqK*7c-}Wd74#f*}F^TjK!Dv@;>H=mc4aQ(ruqnU6}r)*Y=?E>GZGS7d|26 zl@1ij>>PEHwI&>cY8WkV@(XXxwaz_uc(pss(5TuPW?Jnivc(&{kQ~75S7of4Kbmka zsKwgs%Qv-FV;m0C)ET;jd#hO=Mm0+u(Vr8R;ZKL^2Xt$8t%j~7)mKMpV7LWO7`Cae zwO);VSDHRQ&)-jGnV4_zMwqwCC=ysShdWQVce_Xc^<}#)70ok<{f2aycu4q3s!V$ zf&7LD(xDQB)qIuHW$_XG5U|kuha5SAWurl@AGk}Di53j&wTm&stZmwIA`-b1x zSdZb4WKQkJV2NS6`8zaGLAKqAT3YaOt)6t4&zX)C_o?8wcDLei*P44)Vf)!2O*G-u%*b06ErR+(kI@M2uD%WuN5+~H2483x& ze;;9eqQzgmov2PWwS$`S)++=DhUXsOx+>xEA6ui^F>|gQ2 zl8)l8T(!JEgl(V^29I0}3*Y+v(!#CMLSL)^WOxmKF$^8-kK0F2)GuWx8y#f6z#>I7 zR5OG~YrpHsDvJxIO9t&RRK5vqg(qM^wo!Bfn_y+I|KJEX(35&>Zx?5y5eFv`_^a-) zCE#hlal^A~MQwm<8WaxQ0RKX-zAQ1g?;=edfY!SMF}0jS3F%WOIE~@H{oJ_azntVx zsl`Z#!N&%Ord@~GB5>bzfyLkWVG9z{zH_$WFY3p2>Dsk1^B50+5u8t{FChhE3rCpe zpHPNBgnQOV)fM3q0Bd68Og5grW&NtpLG{$yj>b(9CEoZdKwY4S1w;U<&R4HrgR7Fb zg!pZF31-={_Yo9)vBAN-m@gI=1kp1Z=JYg&VhJ!&iG##jZImSBDDYSC(2gzbMLRru zxrXcyX-NIbW0UREnrkk0{1F-s6BCm!`)_n84fGZD#{xfPh7vIbTm8{a%8l?KNl054^+J-t4MDg56=>D>T1q ze_};l$u89C$!B?~KEr6((8W9?vUzE)hj&#_@NOwB`Iin4e&N;>R|Q*Iu#uKdY>~M2|sOFx}^xr?K~Kt)wGq7Qfp}CALiWB}zS) zN`=8?LFb|3_w$zXdS*H+{FUuY9o1jBOKmi&qJ(X^T|3v`-Ph`)HNSjO{tiR`+{o+T zg-+NFQ;JW&BFifd;~G5w(#5TllyaJEhUiluZ0wNwQ!f9OdWqRFpkE&QqYEDP2iF

dJKK!z@`A zJu5|5pa0$?-w>T=M4re0~Grgqw}__jD?M=+q4|b^q80Yo7^b0 zYhPBxaYNS2;XFg#_oh*oR$p}yFo#}X3#OR}Uf59G!i#_orBS`S|b zRcMgUMc@hIhKJCKvadKItD^113MF4r>XqH98qR|Xr^@iriu-==H$O}lm<`PH%Tf5J z@hLgj>VH2qC2jXML>DYg9(@wumZ_Z(&r$u!W0fkQpwql_ThCPUwA4mR9jniYKftz? zYG5ds}VEyW;-HiT7r8D6Tg435Ey@dw9FiAllR{VQ^{m6hl)5Pr0 zhUQbA#wgRvMl41hs)X#VcR@#MFu_kU5tCjY!xt^1O{S2l*FXZPC6fzk2lPlELJ_*Y@(OcbU>|fAZN_%TcT_%4WIC zaSi8na$bl2;eA!-(sz#QKQ#&8t{o|)#zy=0(&uupUK_L6xy$%d>5+{T-7NFCqc_#m zd}gKYDBy_&ow5#@YmtNFo4OFFPKL?UX}X_YkJ2L^ zP@#B3+M?p{Ua#8wUS642Qh5=PX-n0luJQfX$sb)NdlRe$od&(TNUT4W-b>V|j5r#% zcARRL%fGTZx>k0cbzlICW|ie4xdn<(Z+GVzL8LBTGr3^8o2!yf~Dz-7q!o;f#m8hn>A|cL}XT`4DM_g^u}t%v zwoD-O9{u9Nr#3mc;(vScpJnb~3p6uuZw-WU9kCF0o^r2m<9JgrYvIeHBtw;%qDqt~ zf;;N5HyDr*6VuI)ik1AZ^+(5(`l)Ym>E{uMKQZWN!yu5MJ`8q^L*z{$#aGZDT8`Ab z!s;G4I;uJR`B1>L^XVh)C*Pk*u*I!?(rBTdvPtNwvMC{{;d{b2&slUw5+_6>PbJp{w?_H$GeYvTBX-lEAdqyxNa!w?ZEMeXp`Ka>-ge- zak;GiOX}@e;Q+ds*iH3~G8=mcp~rRQ{PBLbcgZ`D5iGyvdYY&>|Akj8ETQ=8G7<~A*F?cG$8VqrhKBd zr@(7IzwB1!cZ=$e@QJPA`wsm3eUG0v83N55F%AH-i@@Ya$0QEUO^jt(xh{j|-wFk* zA+)}I&WwIwW+0Pcd*^|({ak)^l&HuVD{x2WLPS&AKwK}Ypb()ig*?76MB1e@r(@db z;St|e!`GQKmh-J3B=(RZG3hP1?%=S!E@y1c9y2(uk_zMQ?U{*-ov8-0Lb<@w9b zXFobG$=kJRHBnG5F{wOB)IRsUg(KBZ8?%tSfRh~sgN+=;Llky*Jq*HGZtE98A^f(P zRQBwZa<`LNYVp}R!Z$`j*xF>rUT}Z^g_ktVIqj~dGWVUf&9YIq>{+QT9cx`V+I5Ot z0h@P11&It!?D_s|^?$dt6#Qp_S(5H;9SFi7R*4(WM?A$3m`exNaGUZUZV&0{v z_qaWxf3BoJqb0@CHYTBMx4-}4qwz`QWQPy;O0h&Xu^3|B6!^NHZBF2}aIkehxLl(Zssys4bXbGn<*JDp4<6+V& z4-DDRlm1E_pQJ9a^tNU8plZ^oyYBBJVIBm>Zx|6GfJ|!n)cfUvazWSP+oJ|_G@i8l z;pC~4A5EY5KPQSX>nHal>VCRUo@+R0KlB6C1n>kqp!u$MnxTR%&lU&lgTcihXt<%x z8Ol2{3d?Bb`0G?~_#KGhq53W@&_X~%fmlMrfc6jJfg_!NJrwtnp8sIBe0V=^gfxM8 z>lViIhe}FO_I1mWoqj)uhKhkZG3meIYbEkaxtt@Q<&}h!5h{V|<1Btx+DxsuOXwNI zLve1RRjkFF{S>w-Sk z_!cO7{yN=dF#f|FkjfbVND??Bw6wGapjlH?q!Sb*u08Kmdmwy#(r8ud_Lvu6>V0)J zDPZ~%je`P}%X2WQ%^Y6gA}NdvcY;|Sa8`le#h;87FYBXPT`uoCe}w5D?)`DJD#|rE z&++IETTbw`58;W+HM``cjK>gJdA$4=DN!u+XAWP_-UGq+SLen3uQ58`N{=qj+sMr< zK%AF!A*+Hi)Td{O$=(+W#00Iq(f=CsBT&Ex_|O1?-gWqW3EESN>b$9(=}em7D?&Et zZm6RJv61MDE<$XVSYdvGE_>C{METF^r?b0!TF)P zyBiXGpml^{1NeZz^Ct#yNG7CLMm<{M4iW853|%yhl|2m;nou)5=mjx}I1#S|sHc!w zc@Qd=5nxs$Hb%wxASLNCC;YPiQ)Mu*DI@2Ns>Q*hugg>vnngjUkzXB~5B8pZwR9$> zix%xAVW=qMFg-8Enyvj3e0n~1>EFU|%SUef31@7=n~<+nMF#{Yb4=QuX6_`Gj?P9O zIwD`GS0-_>9Onu@c`ab1Snc+C5$Q_*{z+E=@&OnyBED3BzkV_A)myg0nYLUL?177$(9FvnqL@`c7fRSUH7_|JOL5wVQwa_lF#8GBmwE|ATEwvh zk-LGh7{aR##bZF6YexrKllGOyysx0RO7A8}V$MtMn(+u3U#UVNb~%2CdLPke1xPIV z;Ji;zMcMzE>E<41#n1gM;oG}iUU2#%<}yM-7}h|N1{Vx?PuhAnQK%;2p_LJSt>E1c zXpHm8S7ZO>;P`FqX>(i-dluKd|E) z{!VZxk8+ZE$kr;`#O~H>?Gt{@a1532c@Di{D9aPCpFDo}esHin^FL4PnS)|@g8Csy zSdd~8k_o22oohvrTT=fHk#y!J?ifv+mE08yBFG|eT#hzmmsr4T5*lSZ)dy| z(f=awMaE~>;M`oGry=ZT#0CkpHHhPTn=ZRjg|_9M+d$B*2alQQldpP8GP_xGzmOzt zl_d3&zao^GANc{rDqlf<7M=FdASabSP9Qr+U=Q}IDCZPA`El z@xYYVS*b58$Kc9P|D&1|nbf&gZKcdZObX?8nf-jpl}Zk3PmS0r2|ZOG=qUfwwIfRS zX|2p$X6Sr@nTM3kh`D{9@WTg9w|cy55+k1CDiG7s(i`$7#?YpsO`cudMNN7YK^BoM ziCryXaJF&r&{_V5bKMR($iKKqBDeB%b~5;!qrsc%!Go)adKh%dGm1HagG1uxBLQ5a zQA}*tt=)w7P3}1rlh<}cWDQ7Jy^!Ijm$EyHaS_5q4_(B=<-%!?Kq*p_IJY~sWphcl z%&yzRzdk7%Fqb+J;baoyKS2bAt}=`%VK{U1gAR)LC6S$gQqUzVY>wDb4%J+{&&820 zul{Ad`@v|oQ{p*_6rt;SVS(sb!La^#+s?3^k*)15dH#80>j)h6po|fww6s>5ani(U zqVKt6ukuTZyj6Yv`}rW;e(?J!EiFZy;($N9yh7?gZvUsIEkxYBfm*vmp&Rzxk0neC zJba7`%+##5w{M?|m-P?%#9WM?-Ved{ZT7WHO#I{0ORl`mBqIErXR?sa&=42k*Y3dj;Kh5?AjUP@ z-4w^2z9qcXi<6L7^?Uq+K|Ga)zwRPzNq8=x+_*_-hceBw3ImJrq@sCOv%`re_Sy~o zM-)#*YKdg#l#}Y;V_%DLp5OZURx_5H%8!Jf!}P(9OPU6SD5;^p?b(uj?fDq{JX848 z#{IIw&(!`~1Ni$p7iqN?s6C<^@3M!!Q!Kd5j~crBF#O+2%FW7UMuceKN&uiaBBFue ztf1E{BZG34p!-m`ihV09gHgFD6)D@IYwJT>tLXvS%gE96A}Z%h0oT61JbfU?UmkeK zh;0o7X4L9Y){m*l{==bwc{D81zv9Z-#UkSrE4vSac|S708Yq#!6!gZw`WV$fPPWaW zhVWniE`V`c zgkgV{EJ8H`R2=g~?_C!ko1CPGiKO(tnlR9c%Gx zzx1{JkF^Wy%jCbdZMb(cGwa%xu+;|1UBbtgnwJ^Sxqo~*GnN%|sVr2XceJ@`klQnS z-q1+d2Jb@D+ns{4#dG20Ty@YpPg~oX@L?n^Ehp|xlRI%(?QQ`hm(3fBX68&DI~Zca90O0$F#OC{Pexws5&6<(ZEhhS6A*WceK zI{4*`!=JqNf~+Br5d-uC;4KD5=MNt|2y%PhJSl?O_ADY-I%3N*F`n>d^1_{tv;Zo4 z?9{&9q!$B}!1i~M=1J&c?ONh_nS77ZUSD91uy?@el-Hh8MD9Fds>q}R_i2GvOO5Bw z%h1rINzl{@d{Son;#Rw5e7?2HeZK6?(ot4z={^P-#?#k&0NDH>5-T(L7)V6or!Q)F|0U4R(X8~0^M zExJ_o3ZsDaDB{fk*ake*e=R0}FnN3(m6$@^;kt3_CGmdzn+J~Uk0T>QU}9HMaTi~zVPS`ho4avwkm_1 zC#Y7DF>|3qA=0#uuOFL-%Ic)gHcQplAA;t3W@Gfc)qyq{0?qgZ| z_>h4pt>N9^aebfEayJeZ7DSx1geF+BA0#cPk{bS(!_Dy9++0u?009BM)->?{q3Mtb zGA|zo&+=&0&;|pCel|%)B3k^%NDRfP_?5sre)^Zd$AymkSk|zFRr8DXYI_`ZYW{_~?lYIZlm{-waAJl;1w@Nb9Qb<`+I&IGU-m!miVnGLt3&La{ka?C=Q)5c@|R zonO23pXF%D);2bBz>aQxeSPueSyWV%1E+BF;>YXCVl6pDo1JEuT-XY-oEsg>(p?o{gFr*u(bZM+=jCU((?QC( zw3ME8{;O?a%LASf6$8TpjqVRQ6@18W0v)$Ghyw@A^+8BU2|ED9W1+XC8`VJJ07H8i zF@F5?={=A@fFlPvRE3cl`w`PSsA#AqVp?jYzcs-R+=N!Px??)_2kv8!x52c~lC+v6 z#L^MV4*5yTc}dC$g~%LQ20gHUowYenM`g%6&Xs5!8k!zBb&s;pJYayFEyc<&T-VovuNDE@(x%IV0I-((>$3mK4>j$yo!`Rr9=_W-ow>!yQ8jt&nXmgB` zU(5Uujwmk=Kc4^kb7Q=hQqMcGx#BKZ-L`>DrU(48D%Z-!Mfw-Pq~$XX^}n`tH|>OA zQz2S4`kP2XA{-(kBO2iQ_W;ODa8EsX^2BF3&@~I&(#Yt~?W-$5`U7%-Xz4d0e2gt% zAtG)kz)=p%xJgN=3@UDLqmGD(KsbtVDJiG1S5_V|N}8K9z|>WpTmuAcP%40S94u@R zJ6fO(!3#oMYL0~Ja&v1=w>vShv5_F4KMp$UMt9#ruj&96Ng#XR<9mIwQGXFP_u&0a zFb`M-lLI*NVI_3F;XtHskZFb7jbH^E-eHmf%Jx5hjNoB|-6i~|lmL8{*=X*%T3J{i z(T|XlY*0RawEd<&VqnPx4n`25{^;+&A_l2JK)bwD5`PsszV|>n2McJSvGR^9ftLUU z0IeuDh%8 z&Y;@G#KN8?CU3g84&G_Dyd|(pcZp1|(yP+G#J-TcA}cL{5gj(vC`TU|HRP1vUOeV| z^YV0o*p*%B8(x{WzY5>hHsTjg4-qrKjIJgeeniPu>s#ZWdzJjM$+L&SF;A|^CV>7` z>e_8|ldH@^__EQ|#E(p9im3={O;KB4X<#O3bfNMTH@vjrd_O=M8%ghin&}oH-L$l+ z?0Bl1#A^JqPg+;|@#CW2?=*{UGiw_kz7`~fGbnF??Zho>ZbWqoW|ENThd6U0Caz$P ziHX{@`}7**puhZ&S6amq<3GCLXyJV#kgkH`Hz;s^A|`6ttOED%cL50wZ0ur4h=#5f5TN&9?ExAOaE29UW@dJ%)In^Up-=<8*%T}k zF_4ji-2w7qbB4hcW)?LW}c`nbT#XAjjxGo%HaGddr}VQao6 z6XS8z?>AbsI41OEMSBxxN}M?w)rT7r7RJUEZtx=n7vo*LI@;+tT39#YAOfWb`sR+8nfHAl(JRu{elbLEW5{l@;^ql_Ws+j7-#M z>0jliw*GA}8WpJ-7(zg|3IPNlU`2)*&|h2{dpWMI=lL9{m!P!=voOTq16oJmVL}%7 z9e(}4svmE9Ms2MW;}?|JE-4?Fj3icD#Spx z1F@sX`2$!gKz`s*jJz`NZY2x=>yz)Dol9^RLX;82`XxfJAUMw7^*!b-W(DJzj^Vm} zz9(vPK$olmmjM75VZmxZzV+7D7MZAD3g}k2L`0A{kH3M}cmcqH15wV8B^Ox2h{oMV zB%ME(!^XrU7*R5VEgblcA(oFU>YtkpI5&|56FAyvWsTsR^O#3`WqG3mz8Y)dBk$NUdP_0fq_9Gh0X=8{81k zbAxjNXpMjk3aUc_4!sB<*UdRejdK%WLTwZa&IUd{_ko%QLSV>NLOi-b5)O+1eiA}s zTU=YC1M9SV>lIglHg0M;?zJLmdmrQ;JX3oA=0VMpBinGZ!MrGqYm+PcpI)Lf|WL|`ie&kvCH zo1~=jIyz+h$!uQXp`i^{rA9>>83LgC>oCC$EWhI;@qZUFdTy?C(+_B>p^Ab2z!0h! z2^6-VNxB8jKww>gcY4(8PcI^p21;yTSAxsVd+?$M&uhq>g1J#6P;7rZ zz(D|QI1Pcx4fieBG68TerGlImKq^M=%oGvdw@5?;*b<4ckZ+F|M^8hjObdr!L)dK= zSTS&?ZXw4cC~1M%)rnkVK*9f5P+$s-OxP&!+)Ey#KX`zgScumP_%?uMACRiPm~znj zgVoo}!3n}wtgNhrN1;GWRSQQXY}^(73!ymLtxo-O+?)Yfcs%})TXqDt@;Ki%{4czL z3wg=5et&NdNkRZ8fR~YxA0Tc5%BQ;H!9qBKBgfZTXSRL}4}(QC4O9kj@I$`s}nEB;Ruz?;>!Xb{)4>(#V_sS=EJV44Hl8}fI79t}+% zlv7Y~{dTH^ury=ngtxXFp-YB;T|XS%yYfIyoMWZ0(@Q~!r&uYEiJZ70jEIsAtx+xh zN0P##0)5tq##)wy7V5rcB@@0xf~kv8fs)^>`7FI`9KV(*nGR{AxW}v+q9=0c6Iv8X#SUt?sVkFU z3N~;hYwZ_2v6cfH0A^+|_VK%dM_8)e_q3Pyd*>v_jw`5rYlf)lCg>0D5n;lViJr~X zw3yXDtC%D9%&p+uz9t3S*`dQF2&b#+rQT2kadS4?S%*~AYh~wT5yj#2kN=vD2d^}b z+t(|CfCY+L#AgCv3`F;`veE=0a8I5DXD|Y@7CHUkRD)FsCkt}%0we<-^J;3Kx`v>J z7hqin6tb7$;h9hYPEP8qjcFCg{*MtNdK#dVh@+PrQ6cfc#xXaHAACt?g&l z=WpU^e}?ik4wMYD<6}z63w;c`5(n7botv1FZ-$*NqoWs)+Zw+7$(TUThBp}|Phm~n zsbnuuW8*@8=hp%xTZ;7$4U+Dn1mT@rM%!RXGI)qy$UxOOwnFguiLI_J_t4!i!OM+P@#=W zgoO!xBL9)bQiJQ28gZqsPJx$r{hsPU^3#_S>1B6a*}PhR4(3vTespKC*DIJZs6 zgYg?r6vxX^HK{-5E}DjlRVd@$lpH6hWxe%yaM4X+S6TZJ`hluMa^V`snqza;8%81B z6XD_Yya2s8v`-kQn)El7LN9J5yiN{n~j2|2B zg!RgRHPzw{?zR{D(HWzksMQ^@9~%s_2bri~{CD%c!A&}RY9h4XH&BW9PDRDql&ZRyDK`859`&`Qv1uB znI!tp;MC=k6+UVc73FpfWC?vZ9RD~=wIfCH-k>_-jRm0*QS9kZ%w|T5de16G0{Isy$4pcODAiv)|DO^A8`ptA=F z8C|cK!G`^h43yJ`^gZ(yxD1UExAfwp5y}f+hY69?lgygfZ zM)>Za5HbTa?3drk8l@073lZjao9KBge4M)Ty+ZggU5nNp&>JE$38XNCND}-B`!@&@ z+3UB@W1?wxetLv(&jCn+;V&~1p#ze5P@+8DZTj3`a0d+kpiqCTruG~pF(4k-BAJyl z(QLIVpV{)rXlpJ7XaXU%d;AW({t{)7^A>@mT`?<-Jon?fHW9)0BuricxKavTad&Fg z;<8dT5*5_cpktu|E8^seFQ1wvwd1AIn6!ct+ns$K9&+tf(iB*WPrYJ)o*XK2k>xqv zM6+$N9V8E4#uD#u0yLg#x4pH~up%Ypz9FffQ>{?WK__)yIs5uZ1Js5>wG?@#{ahYu zih6?*s=6)bb*Eh1YP2Zn$H$5Y_!uOvK(D%M|1G5Idkeeub|=@-7K0^T3Dy&}n5@Nz zk1|zGM4zxU;c;z^^K2!1FV&^|{Pikx!Rdg8U0@A&plruVK>LbB?z5?tCYvIi{`#d} z-#NEZPD-i1bNXO==G>tG5^S}>O~1#3p{|XcQtQ@VIWBmr{0>DVk8^~TP4qZ#ep}he z7+&IfUeAWF=~uPnFUrB-^mxZAp*F5v!0U5aWc!Aq$x-{%xV7N2rrIFWM)l_x8H^Ar zA6?RO9d3K*s96c*cZFZTn}9BJWMsrr-rp(q!rT7I|JCJM(EfPyKK!||rz+9jK^Z`O z(AL@t#nucMM%7(!PDPaNtpxQalk zo1$dyVzS!ajs~s}YHGw}WPk-o2aPXLwgLkON@u9Zk)#_)9aB?NgL>1#qsD8`3Ic+W z6$^&^bYLt1Rf?RvJc!#GR`#enop@7tlN6epo8h|TN>b<(qu$=rl8pnEjRAx^v=4`$ zoSeXZ#|DQxKv2a_zNrB^dbV5)_}AI-Ud{1x9&%%I_)On`O#ss}Mpo8Y$Y+D5QB_+T zhPn(44A&vkiGsomT-U)z_pdjEWP+)ew>P*?%uk0OT8DQ$gmTUM+v$l z^y|Eor>1~@x~Hsok!C32DvF-}5kr(|MZy@CL= zifmgwHnl;e5|p5Z&Y`>YDpC?OwdddU=jv~D6yuWbxqn4NE#3Gr{U>Ld8z@&`1_R17_9N8(HrG<|o$E(gwvwoLl1jV!Hz;$I zDa}(^U@5{^gNZ=q2A19KqoV=ZEB|IZOlO<&CxfI-{mhVooB9O6OC;uqQZy=q5h)yz zv6r+o5gI0m!FW=OYL$hn(&L*quOi^H5O{ zu_psXA9U#9;E8s2FqH%1Yk>6-^CuHcpdb-~iyPd!fc}Li_z;sKS)sYPx$T{u2-G0h zppEe#E&zmR!L|e7Z@RqxjEz1%6fh>(7nf~=-2p5Hz{JGG<(aNdDPk)y z;3lP)lWdu6@P`j~+|{>ww9LH9x>R>KH&vN>+nw5p`%s$jsGgbI>QrvyA{f02(FsoA zdcuvDLAX;9*N%qy?}VCEbI&nJA$uu48>)J0dU~_tS*FkPXX6FT_!wO7>%TgquvOJ= z10T@O&u_PA0;uWl0zfjkh&F-XY_Lxz?2uv0CFo|sLZ)IS>K^dJsP5f^tlTK*E&!$J z?|=N~&mXXni5SYGASOoOCV+*wph<@>o~K?&Pfz~>nmfR6fw+rOV$A$ET?$gXq4Z&e z7;bPqhLQ%1i$Svpe)(_|<9TbNUR(u5n{&2z`_E4 zEr5Q2FZL}$LPD%Xnv+~mW&#?Oz@e`MU>0CGLXBQFHmq6?##i>ZMMNlsD*@Hzq*Hi9 zYrE^th!57y&T{Q`rCOR0iV5RtKz@;S@B3>Ojw4PY&}&mrL=6>DP*Os34EIB3VByq; zISdFvF$A4!F)Na%AjT3zEvuD;pEnrRVIrYc>VzMA18shO{?C>NXOaR~__wyT5mQn! zz$1ov4dOQsdC5>&fiI5*r$`d~Kq$qa0k_r88IW3WXP~E-=1@vXP7ViWYa4#Z#RPZ| zynvY26c-Lo3awC%A|=$+;2HxAiX+XF2M%p1l^D|kii1c66?~`!;A_B3#+Ra^r=Nc@ z_4#GHwJ9f&-P@_W_6uUK+Na^?W}~0mr^53DJKQs0`j9@z8DO9EfFm*}{ky<35#`te zO#1kxxC6%Ws!reeSjgXU@$m+*N-4*=e^nl`_Lk!RQYP#)^$OjOv-0*0_m<)05Z%o? zSKm2TJUrE{@rWhV_le!`JE-ov)%tAH6Fgc~t+J;U@ufl&$|{rOo}mP3>CQeh@SuSS z_Z)J0!PyV+Do}tBm>xziZ*+dEC76OnxTCk%9ICWmo(rkSYygmDrp^g8`1*ljziE7v z7rY2T{zp#UV$#o^=*5$&Lqtki{YkE0QmKRl^F?wltKzK5TDKE5G$l6-rRARajJ$iT z-90C=<1>44q$N6QMDg$ZJ`PTXzu#;+d*QEr92j{Z=D~1yqm++h#YME>hP1@JY>E3G zkx#aZdZSp0bhPjzMneE$eXrugCnaoh5hXCJ-%Tb%l0}ckhU@r0>_!70!om8eJ{Mp0i8u3qy&*|AboKgN_xnl+$`o`9qi@kci$NVw~ zvHr++_CJ#zgy<5S{3bUS20n1rz%d8dhMw=98d$w5!UUTuX|=hf``x?WEF)`6iaa2x5_A`+ldvH!)f3Bt5W})nY?(;4gKG2xR3R(#?cyw zI>rc}u=kr03{2>C)}Nh(KY4N*T7R5(5s!EPLOJ6iG_k7&ikjf$muUZ;-$Za5{SzdO zEUm500gHTfY|k5;QYcLH9j>*qvD>8F>i(16EdV&%bMebt0QJ3j$Bd- z|I}Y>+Izwf!gKi(7OTdWOJ7G>rM2~Qo*?=1V%}^mE3{~hGIamB=#dk-q6IvufvVx* zkqEZ~JjQ4+n%863S^Q=tODp*4<>6scVg%Q)3;v!Al`J<`nTeBK^_zxCdbf>FP^_Us zx_2ZpwrFl?q3Yb;9SrUbK$ryQi)=U1fRhL*v5@!i&mIR?1VEl(Q~@^)lw*J4XgWRk z1k|@Q{u(hNooOT6UppcIlc4!i)zs`jR??GN^~j9Hm*L%6cQ)iljN)QUCuDM^&Mf;^ z6lp&Y8WqtEIM#*LkM7a{j(gZye<}}5=)M)Hk}XTse@5`o7XsP_o`5hEWKc?*U9EIZ zvA50qnipQ@N0^z$W&2@s+L%A-p^{TfY?_i@535}=Psp_!1aQU%ben;0-iSZBrQ^Ez z&5UM!*Z)wh;G>6r$|b@2L`q8PdA27oQeOTnYM&xM!GrrT;VshSz&?YcU(%}nL~ypZ zeBfCr^IoddXu7CAQ|IMNHJxd#N4hpJPg%-COOMITjfjjyI5bdzBbW1LEKQC7>Rkq9 zf!|ocF_`obTcL?~aa?AEah$_SaeSy92A5F3#9y}o{i}se2A7*SkDWDAqG+X2^Iw)hkM7s4ZTCthmnc{20ZG-N1Y4fm% z<^>u`(Ky!k&>p8DCww;mE5N2JG8x}HigOUPJ7?pjg zn|54(1b|TfpG9Nm5UWxI6taI37N&m54|<2F+$JyL`ZU{hO6`_+Rdz^GfA0mYEN)S# z=HjmVz@S%R`q@DJkEy9%uCQ z?tJ@TD0Sy$heHMrNlrwgIz#D>>_ac%gk55de)HcNRVjT5(r;I+4%_@El-56sZVsN* zbuFvqCBmEx21tKgZwG4!|GyInHS3=MRk*Ui&Y>CD*GH-?=}Q(Htu|qFbaerTBbb=e zV?X<4$g#aA;$Mc!o42lVS83s>oEKi)cw-&VMtLC*$R`#o;G%^Xbl?Sc6zAm#<1U|vul>;=GeT1FHvC_L^e;$0xc_Qct-0SdzbQot91BaIs6bbmxs|kc*2Z+b2}63pT3lOFLnJ<9~C2~;DGRJA+rsfAdquga7$7@3@teJCId85KC}6|Z!NPj=!0&rh~CXVUzOT_gOyy? z^yQwsX8ClXroK;VR@2$w6VlE@S=>V*meKvLr_3a}hYClpge#vbTBj-(u{^vKqn&oJyyiN*^3J|yx1^Gll?E(=SfA!iq%IWjJ zz17G>CxWf-ODepLpQV%kVmfQ|Wvt}2-4_RS{-n_4d+CX*WYRr99kV_s;9Z<@CWR6Y5RKDZSPG_uhl$F2&}ie zPReg%X5J^C@BV^tJwNLipASuD*n}%76K?4LMtn8W!7vhNR-jdNfSC^5`FA~wqh{Ka z`iFS}A};4KMZK!HZ`1{%s}~jzeT`cp)5+08Myq51s{xSIfhFeWJ}lwB)a`(`j{cMh3`vMGl~3-bcMTWQrh z{BJ0_CnLwr{BDDlUlv5WzRr;{mR;Rd-RbAo8&Q+heM4FOHG(1CH=$JNn{J!DcG+eg z389E8YKwnSDBHBk_rg(X&@vUc1)n*vIDenCqFOMCpcmE<% z8~*(%Av@u$=>0x|fWG1H>ulPiPy2$$Rl4GPMSE$k(SMUMpHnJZ8=nE&m$UYpE}Pk8l30cxcF-&>12Bj1(Hu(Hrx zRO-4^1w<_EFqD<%4n_)RCaNjh89lJfDo|qXEZ>%p!YW|L>nUdN+-I^j}eN|1bbrlMgy(9T+s9M~h|cG^a1d3T`QI9jCf`)hq_sE#xfatfUuz{UfZr2kjH zgsL&k-d@gKx8k&f9=~VO_qZ%av!;qt5?`_ICJ@Q7o80U0K)A5R zKjlnq@D-b8SJ+%9fHH>A7Pl9($~{MG#G2>9%=dM9x@MwoEF`6Db}2F-JXe>`#%rH0 z&4stf^$hj9d!ca~4e>WdyD-lhADR|ok=(R1?Bvb^l`>bp^$Bgyh6}X9C!c9LCgc?J z6mO{AbN_m@q?>gyE4BZczOT}rN7-gnsv%0IQQVf{_4SBXXS}#FCtCt#4e`BSGuyFK zt4BB6&GZ<@BA?Qa$&3dMTb^}%ttsnxxW^M+?5Ry>-KlOpT`}Gs7CC+-tAhI3m-MK| zd0a!c`1zlqR2$!ko)_xOOkWQMG-jxqP=0)m%1M8pedwvj%+WYf6`mt-ziGX(b1>L# zpyI?;Ye&6ki`$S7er1gz!@lC&s$ObTwH1r9y&uU*6nVb;@yGG1KsLS)_p8q|<;dBs ztaR>X)3w%B71&G~&UCDiGIEPAd}diyzvO=V^*S!U&S#D~eiB`5?vh9ptxq2}Rf|6b zV4g5@yRBwUsw)&d{NJ{zq6MICfDE9lfI|V&gjxYaLwI`T$#0jI7wLYhauOFLM)LRL z4sa10(Let=pp7qrk;(Mp)oKe7no z!6Wdk?-`R4AHUr5p|WJ@*}jyf<;yA{Ij1nwdwr@2E1cM_ikvGen`RU+rG&! zm;S5Eib0GkFMN&6Voiedf4KVYc&ht8?n=>+3fU0}Sy|bmWryrTWF33&k(ELSA!HXJ zdy~C7wodjYS;^j;=kx2julu>5=X&)|Tyf6%eZQai9`cKy7q2n?Y#bX3xN{39b73BR zkDLH6t)H2oH%C`4EaI2Vi=69187$*<8v=)_K~{$r$T$tF6Zaayy}Wy4e`tyix$-f^G+>i;(QG}`4xU`_*711o4~t*MABRBWok;3cPAOoonk>n z7Q7m}CmJX#uKzE7y`dAZDj=~8(-tHnz$6QRD`b}`M(#Rwj}5hdZ4Ry1t+&W0H2z*k zY~J{hk5-oJ=GfKKe}W(P&r3f^^2a1T^lFwqUh+DLYLpBqoMqW5w40Fu{G-R1Zw#CO z01@;+fdbhW9HkJtOX>ILf_M_ZcDv1)u)B9DpP!2pBk&Hr*Dq2}D~;+ghK7N@#^&_0 zeQ=fMERUDqy68rN#`~!EPqnln(C)ve*Jg z^;-{cX##M{*5pR8_Ff(-I4>M zdmr+?z3w7NS?-$WKE**UM|L`g@rRBo++ybWLei%nRvP_jYH4h8r}ma4o)4DB;CWgl z@80EI9|$EjSXulwWA>|jYoU=e`E2coUk~Z>&8Nkan1I-coXGdq#{>$MC$H8`ALVN& zurJP&N0ee7yH((*XI)Af@oi6%x806B^Gn{zYTU1Vg|W6r?kjHl^&OVoF9JWL*K~-V zSmN3YSQu{PJrS<)&@MKUHa9#cmy_e3?qKW^Nb^Gca!t3=XeHlzg5}okX@lb_i@QlE zg@1dcNeKY&A@UpGE`Sh>Dk{J%etegc@mHK05*#Vt=?f{GlZ#qQoA@g&dXEm(JXF@kA42Y z=-;NG$Uo#*Z&Z{6ldc<*Bxk3_Jp0Yz?e@1-DYFZ?c~wXD^m=mbb+J+M?)8>$dH8Iz zXILdq3>b@cmJKEk=>UV+0YL+SVi^^=y5T@ok0*Li`%S%7eTzzAg=ak?+DXw2&nz)D znSpEIwfz=uX|8Adab}Ki!Ja^T-h1WulXa*={*ffMsqQcRa*nA<*Q0atu60S9XC-Z_ zMpO0(%bi#y4rv7!9o{Y_iSd@(F@qUE&6mTD%E6 z&XX+ei6xBuJy}(=@Cb|0u2T*sVK#c_eC#X`9 zwmrQv`uI614o>68HsJrf#l6JfLAQO@p8sS2En443(`!$?s5fzm0_J^DzqrVjP0c1EuDCv={7Um}lRs5C)QP4BJJ8Y_RdD(ad7~36wc* zMF7#q4*Vq)!Bi_-qbMI$?7?!rVQ!`3a`q8BpVf;C@Y$Dn$DIp z>N(=V&v`vQwXas%?%l|?GwX6OHoTp4|Ju*2kk<#$az~nhFUOIcN?cPTbbd7FU{G;B`Dd8>DYn;F=7y19KfHEEY(o88n$6_}(o8N? zS@roRqWw8O!86b9yx5kO;U4W>%4$ZbNu2gB_^?GOBV9;ZWQ)PE7*Z3Tk5bZta9k66 zQFCK}E92q$nx<%%KN(}6t%twQc1u@VXMgP0?wD=8BqYmJur$48Mw4n7o%kOOK)AxY z*>?hcCRV^<1J(zCi3T|X*cu|sT-XiQ*FS*606S9k~9TMM}+G?PRcylNH{owmE5_p;dHrc_>1V^#i z#bO-hYP`_D0SSV`pa~zK#$bX8V@bUN6#E^TH~}zM z32mQgn6cyJ;Hdlg<9uVv)Z4ds}5&yqAhjaU;|Mo)y+n|TebW™n1gcmMe^S9QU1y~#+e_x*r~20pH$)Rh_HU?J z6JQU5N*YncAvkqJTZ8I9Fsk?uiURK{#>q!IZ?~mJ111QVL=`*7x>ztJ-d<{G(d~(Vv9p?;D|k#S z1F@V#3B-9LZ3>My+Spl|YF#hQEI1W>(!GI=K7f`3w_kLsX_?iiuc%hn6E+dVZ9};w4fHAxg8qbJC9z3=BqFyz>$6yE|2up6~*!q`G*5;g)pI1J?ZB*)uQ6 z)2DQ*-6Ab`5ncxGNH7r%d@K5{4ntfgKzzh4mllnmn8h~1AqUhiYyx3*4!|mRQ7kOk z;n)K=Mo#WB%)>cw6d^LBi!_*7SZoCoyj?GPd3lL-nGl23IY1RM%{<#f9@D`X9zbA5 z=p}N$dWhxFcV}w}Y*21E_~~5@ZHD(mONRez=YSLc)u&Ii`UPa5LEs{+Jdx?|?+@F; z^xRylro(43xeM@C5F|ZZde}R9qq(F7699kq(UfAyB1(&$Zz`(OsEa3uIGcSuUFlAE zD}BJ@a1}0beXa*|VftK&H={dKT1bd7fppLEThv$sQWrjes=p^(Pmwu{<^=+Ez z?+ST_2wE^J*iJbcfDS|p$||)-NXZntSdF5hMh6LQ z=*Q{v?f+;YxwL#P$mT9eirtklq#M}c+EV2-^-WbnIVjDkcb1V z5&*wOjf1_fsGAa97)KxxptN~-dF9P(RMGrZOPqo=)uC)XZJOxkLk&3CoLSNX-T=Wi zzTW!W&I65VW1(NM0m$mjrW(b{DTo^Q7Ym>!x{!7qN1qSuS~39rl_b)bb8xh@6VYk3 zH@;KT3|jzry3-r35P;z|=#N!6B0hx(0S{SvJ=ptkr4KOsP-;zH(%EgeJkbt__yfdK z#eFSEht+!j>9m~yLUV!x1qb(c#dkPIPzsL%2@RGOYl}tLzh0&=c3q$3d*5l~x-;hN zI_XO~SmW`+bt8Ly5A-E&(1l5@;(4v&A;|rJfC~VTop*>;%~Au#fDdasnu{C}S4E;Q z;2A8TUNaUE5lfKYC`vlQkL&b<^$1Y>%CR0HfCA7OSb?2BRN^FXP?;n3p$y1=UL6ZC zo`0MkX(L*nf}Ao4#e%WRM<93sEb%AM3=ZeS6kzl|@Awb!1-7k-$qN9X;cg-h!O!!e z9R%fg;|zP!n&pb8do;-Ok!vOb+n}w@cgxo~-vt2Nn8S*}9*TdiD$pKrF$ z%7qczYZfF+T@2KJ5XL6udo0ymyl8rAZ{NG*Td}C`i;pP6$Ke-yd@1^8r{+C64WEc4 zR@~K5Gp*w3vl8WP#!?A+jH(=L?iu|kuCms1i#nDn+KgL^$A~JAG`Ww>qUUX0PuAzc zJF?Y_=$l@=Ew{Rnz8^D{M`KKetLf(Bpijki{Z?E+gj{p0sr32~v0tKi)W;9*=BFwM za0v_b#Y=~uW;+r0g(M5ggtBE4VP@;}?F|YlpISK4YfSF{bkK8as`_Onzr_}L_D;wh z2At^NxMAELD{;(>9HjyAvT-r#oZJeZM|sc4ZBsLH?tO)Y=3cwtdFc*5GO;7ecup@YFylMOs91eB?XXhvNy2JFsAHDkQ@As5pN(IHLQZa@g$#itE$>Ko>stXX} z@C9%(6=GX~ zowsrSQDjUtF1PM;jN;dV+*c00IWx9v8vC1p&NjLe_KRMV94QOiHXl`lN2_e+zb8@M zrt%-&4z@U0CK-NoioAkg5j{6ZNhFi@3B8h6*+`1SJ@|dLxAk zErsGPk@mB-#k&Psi*BD`^KyQpyX9K@NU#X# zpcrL+E-W8q2$CVP^__6HVb9{H2T~s>w_tJ1((IZGFhhZIgiyV(b1aq-C{_uTxB1)9eIjQFC}+Ts%U!LdnAWQ=y zCgbq?hvVr5G?#{(802ms5=Y$33wm{K54(tAiS`;S<}Kd$arRM|YF zP53-h*Uv;m%$}PJIzaR);7tJF1cGQ2Fn8dAPW|c2qK{}TOzpheiY^47pM?ePyZp{e zns-<{_1%3;cqD{Hr6KK#rpLWBEWc_K1>E%5iu9`v;twB6gcGxVK@nf56n|KF{Xn)Q zoSgqX`dm!Lp3$4E-LGU<<4)>{CY$Ir>Sr$|S3Dw<()CUpXqn^LbjKZQG5GCz|L)SI z!t4+A#^Mi@vRk4u;^?ox`tzhRI*s~L5|ebeq6oE0D4w-Fkpz1XNl-XBjbt3z+@Ie} z+K(QQjg9f!3yg-p#v%j~B@GQ}sI3sSqu$=9+S+o4hPMF>TRFxq6L`L1WpevGYNS8k zW1`rNtfA95z`Ejwu1R0q3wd5UYW#0jB;_tQB~m-XX(+$U>)HS z5`}>tix-05XN^5EeuBXv9?u3#i$aVivMh(!=Zacg;)kt4maBBVJ;`sV%#smjVSBZ$ zMzGiya*CDq_ya@Nxo2aSMJwNZ zG8iCQ>=bTGROh`aTolwf;?%t!q@8`&@-x3=(ztk;X14gbADHnQFIwFXV1qzI=jk96 zSGJONR9Bi|eibb^Sh+y_Q0pN8ZumL9w?%W}m9IzT<7$c+spXJBeu2tz2 z+}bLQ_|t+~+HaVq038*y7r?W)9K04?;6Nd5IA~wO`TPM;NZ=)b*EphQ2Ur&vphCq7 z^Dhv$13Z$!Ok1Q$Y!et)nnOwXB{TCE;L9M5ZPejhIb{Pgc)0En5fKQgx0(9ITgZ$E zIvvPJP#c2u!A9y`j|%|9g*ze}BT34xr3*g~cJ6Ea&#bQnJO&g#vI-m?mU$MpSL+R+ zyWCs?ji`C>^MO?_@oSbpfcXX7?PYlEP>>)3a7oAWNxvKf_vRJ6K(MMA>mJ6#PR4uwg*e!}p`-rjy*(gWB^s;V$R-gBpJ z?iO+--rx0txcK5D-P`=E^a^j3V$kFxCV; z5MY(Q0@x@p4x#LV(i-$mfVs~U$$rOIT ze4nv9g#g50SOW6ed)rpkSuP1fk0COdkZ z?s}2irPH&f4~*^IG-*CR?65U^dy_b((odx&oL%c(-q%nmqi3JmJ9stD;1`H>a);B? zW-y05y&cjf!-2neTiq(%suZZG zanHTk!TpK1-`eDsgW1a4kI^}nmnxmFr~g6K79`LJ_dO6ZzmPa@!MxTYVSLTW<`tGbezNXbq@&pI{glflC%kbKwXK)@r?Mw> zC9=71R1P_s-HRJY)U&SQw*u6g=I}_zl}zJKLCun*&E`7^wAVbXNb$`1in@w|LVo4@ zln3@gd4h*ld=asl^oX@-a@C>@c460Vlg*iYoXfJH))!@LsM z8lFP%&Cr-ZhJo4}E+~k#AcodZxFT?`e_&Psx4v`r1>_Gkm*ka*^;ov| zCjWfcVJ!MekL*7PZpfHm&6)}ea}ypJ==$!k?86;#2a}K#$R;K{fz4B&fIbMx&IXhw zATZQ{;ygqO_Q*YcFeHRgJ6u6%_Ml%N{YOuPgpUZp#X-D4POwz?H-xYbR}eJOV5_!H z>a|7+5^=c;sT~tq?2=Kt0g&!qrf!wrJ!) zOrj%Y3iL4-p>u;&72vR{{*-Q7@XQT@QPQytB%__9C00;-T5=NH$?9WNKpa5t6xsnH5*e=b|DaaYe+l77nFdxe>bI75Sl+l@)G>#R9Yp z`LG3m&(yR=kF08Y*c?#j`MULIPQkEO*x&`W3GA^6Y=tli_+mf_ zUcfcpv*MN$O=66c3F|bHT^aMIjq9`n>+$FAYvMd|x00~YKASV4fX{>O7YHpCsXeA# z8ThT}KrLQ>)>hxTVvWQ`=8=2>Dns&K<yYYq4w4t_iqNd=)4+NnDFWTjzeQ|$oP#ZY3=2c7u6VldrP17()FF49he_SgT^%z(-(Dsk zRiQ@)F%$SP^NygvgHW&SKu|Sm>-gwSAXgsuk@W)TE04<4O`hg*T1S{JIK(;jg}D`cov!icC+KY!z-~(YS`^P*UjK>@cycB&R={f3F)w znkLlo_KO2Ucm1(Px=r4T%*8V)4F~r;YKbq>>AC%KbWbT(e8|II*flYBrTAf5P_vLChph-p%HxicaUO0iU5`G z4F?eM(So@F3b+cuYk=>9*&NJI;4UC;bRbdnMj{15E2J%8_5(8kra{0#hGix6+IKdb z03{FQ(J3Pio-nC**tv4|JuWEjB@~Ha3kwNqpw?I)FXp`x&b^rK%XZaEgH+#|8Wui{>-`>14JkgI#{`Uca(n&<{Eib z>ldM}K!zTvbx!QjQ{ZWU6!@w5Ta?oDgvhMnqlzDz{pI~r5MrQ^2Dlb|bi1Om@<)2u+0PwbIGp(RRaaU9={f^}UY;jHXcf1e_4|GDQ7F>hf zMT3&RoP7j=+*oL#Kc{(agO-JhB&cMQC)JUaGpUG2)#V6dDOw`$Tay~%>q;o~ArCKY zw)3~pl5GZwy{(n4=9v@+p89x3Y2}09)3Z*!jve=_UGIzY;ZHZ%lg4-iEohPXmy5}j zTu%?mvo{;Nym14UX(X?E1lJqdC*i%Z)eV+EbW}KK72T z1UG<`PotJ~`Ko(QQdz#5RAKqumY#mBR;j?p{Lc+!8(Sm;F%2Jn&0TI~Vjqm>S;uIm!s!8`iR1`)rPxeIkF zA1elRqGr0CFG|Oryd2lBt8l5jPUiPA%@q9ix(^IWVoyjtKX^q4i3S>a#y`2q)Y<%ilDK9NUN}q|30FRx1Dcf@EDma5M zmRe2DH{l3V4E(U*O|$!=;*%+XYCpw$v*9J%1iHCEdX$C6cqhe@*kGgq?`e(BMFzG< zxYtLDgOi6<7`TmiwRX!BsIoocjr;vR#D`t9OtD?k{NqHeJ2&fr{{+_+js4S58f>FG zC+gyGh4PQ?$)=ut>4k95m?{%bznDvK1~94a+Aj{#KyhoIF#*Poq16ch(h;|L@S(!{_&!IJhv%Dl zUbP?4Ap0^^Q!Tj#1X^K_0ISg{L=zHzQ7TOs9~b;z|CrMm!y5oXVE4A$-b^%v|7lRt zjxUklb%6Yln3&kT;F9NEg3(7@Dqu}M?!F-hEL$kUVE-BEobVvZ5Q?UX+$kG=(c)7O zoZXl0lMr9ERGQ|V9Y>ACwyVWVB&;OoWG9PvehCue*kXS45p%m}?{~4qoQ|7!c*K|> z6EUzc`|_RXgPfu36zyIuvZ-E1w>j-Q13%9%I7e6=vNGUsqav^~mtvxOa1>VVxyAl6 zkFD|aog_3|&~`iG){$jMu?3*s^A}61^6@S~P!AFYGqf1NrsVSAqNqw1kw!u6Rvc%e zr<5Qa#8F<7SLESVagg~~FK_(uIO&dd%3)_>`O0W-8ne!~ z7k4J`Znw;=PZw%zoUHv~sG6K>|IjbGH9h;D{C%RxL1ooSZ&k*;9j3e|%5mzuGQItY zEJMT>HI_^>mUAbvMjD&xZLABoPrGU}MtuKiBbYXx*>Dux(Qm!~Yc5t@z5zdW&R)Q- zTx-%NUtq&0e@_^LQ(Td2KqfJ%+tRypZo@mFm7`-_BQ`Cp6%7vK+%>Wt&M{A#4l6mA ztTFD<*tmg4kmE{S0Vxq*;PMGvvG97jAu@RPOur9!%g@!7-f+nF4D?vSteU;q?yPii zve)CXe{cChr1+ z=9d4xELK;VpvSvB)U2rxpL;aos^89QmNX=Okdd$$EY`3b?06r&&qS9u`c>|#)j34< z4iX06k*`QZ>(w9(3h0eal?mY0d#RD*&11U9DT+XHL=~bh_~{{2EGW;R&4X4J89sdb zcDA~@8dgAr0cW4*mA$X048o96Q9(282b6q84Gq^uWv3wQyi+BxCSC9RepY2-0Fp{c z2cvUv#|}qok0_ybVL#XFAxZ<40f4eTy>I1CU~PwPSSh3TZI9ARB_ju5cLXLQ03d`m z586PkATUT9>+t>(_O)u<$>n->7mdZ9UEH4Ca6NAK+Pez@Ez+<(YH|l^InWGg zghs=4J~euGq4wC^f|nB3aH$sKplm?H!TlldfvIe)^=>w4D&#KEs@2Y^&pX7p@Y}khx)S zvL2b|K9lxGT{hgcVt4c4iY$-4e@CU@>WD5=OtS+)cQs(jVGO$h#87wEZH|6F0Ei<1qL z7oT6OxUaqwD&W3*@AyyNaUlF&7MeevyV9*jMQB5t!MQh&8D3j0|^?A0dDq<0}!c8VS zoV+=%!|nufj}}naChil)xC-mu(zv5%nD1<(o-o#iSsbF31`{WE{(;G>BNN9_KstpF z9B9<=9@TQSG?*XR{`z(SD%T&52{Y}{P~uvZQRWRi+y68J!#9`{AQNEN&;n6qyJEOS zJTMuNRzrj<0L1hPY@cB=j4+VJgGg+bhVLbM?wf*ii>fLznu5LoO87a%2M!@{Tkrx> zeq1SkVW9T-o^|aJuP*N0XjY8|gdv3HN}cn7m9q=vmpwp`8^gj5E~OzP2^i|bKu|&K zhzFQvMMEfM1J>9uw~OwdgKRn-BDDN-K0OI8J*?!1%Iz6Jq2utt z>tw|^dk)Add9}xa0K~rq3lO*`FuH)ZerLk5?0iGN5`$pSKQAx9E8DA;`i^L z@Tss;xy;`R`=OX~-DQj=e@Gam%2=p%{^s>pQhaZ2OG}}$d9&4ooGNM3Sz4yiuger_ z8zB&ZHl1hV#PQO^c<*UaKu}F?)7>Tv=pMTG@0yt8tX>U&iHFFD$i&?JJ9Wg9tJ}?k z0{LMyM2ltL9N#tSJ6rkmd`&wY8G;|&g*z&%=f4{S5Ela__xFrv9|}k?9?NiZBaUl`j#3FVpT7Q zLW8YlBA1qalmrEP4Pj@E6ZIb@1V3>RQxM)}WfL35Mv>D@oIjvBppdM!g)LP3gm?My zYsvtO{!Eco?7#wB(!EFgREgJGVuN>&d4;qGfD;L-Y)1Wy@eYEWP#nTzg6%z540ObZ ze=Z~$XoUZ6i&K>?RaI}31nH3(x5rmj^BXY{LTe``g%~4uC!kG-{BSqzI1M zc7~1}oabQ+4qGPxWI#Cw|1(4j*hGR%MRzIG9I2LotOzqKVr~8Q?e(4?F=SJ?oG^G_ zb1_0kHR%^9k-wWit=RJJ{l8cM%|;F~8k)P>Qa|(yfPk4RLO;Dd-@)xOa z;p?B-(TZ_bQX4imo0Tn}2Fc)H_gC)Y7GE$>w&de;_ zZ^aRA<*g~5B8$y@I4Mc;W%T4IWzlR!|K$6PMG-27-2UzwTb7Bj!ltS;eRpWc9==vS z@T^-tNuV|7ZQ&`@sj`gU!@wx!rlU1wZ{cELnQLrxR}vNkOtV zuhMPrg<5!ocP^EEkJ{sZOkh#I=2`CKhJ7{>ELvH~>vFRPb9`fVj)Ta;cxpR+u-nsv zegCcZJ@SUUMSa*HZ<Zg_a( ztmkPcujMDwh-P}1=#fG91qr?$a0{)ViSm27rVcH9&W|WPVG=%N5c8)>L4EaK5zuh9Gj zLuXvH`%tQQB&n$A3Y&u51)pxrkx^->#=dkBUiO2BeCzZKw>Gz_QU$-Ps(Wpz9|CE6 zuj*1rp!e1x?V0`!|MRGc=SBye8}%pa)#>Nc6OT?;dfL6Wq4Hr{aB)9S>*xD^oc1_m z*{C^}^fws?H+AjNv=eVh%n;hXOS+jPB>IQr4QTP#F zrOCmuUScdWsdM$JD6hwcX@xAe%JPX2H#b|AHPOT<<#c83aHpTC^amq9J+aWk;zJ(G ze~_<}YSREX>5i^((2ltX9PbH99tuO)`hv_OE*>6$9ra;H1Al?ZS-H~^MJqZS&|IQd z)P{Wf{xr^@9$RvFW0L7uNYFz*^w)jDX_PIbqOOl7Qp9TZcMaITT^cE~hm3#RP7 zL6Yu9=~(fNL5UG9%Txbdj9xK~q2TqgWHA-)zvmH96tqKR?HaEmTp81}&U^EV(?&y> zC$9x-&7bp<&wn=&RXK+IYxZOxVMty%_FVKCWUVwZzXyOL`;Wv3jLxEOcC1+mJcmr8k*WC`@k7YJFCbbdbX zk)N&8+vg)Wvvq_gASJZ4Y@_jiU3MOD%vXE|P>>6_s=Gq1geW`&JU%0?q{wDvLBgn( zMN`)2+qwK$^@dRzk8jW|nQ-!VQMc(~ea@?plcd--6`_u=Ily*^L-)vP`*`96u}e7F z4Lxy@jkH2Q?^ffIr1^;qMDw~QHOgNHL@;gZO+&9M$ya+7g`N?+bbyGBpF1b_7u zh0|Za=-*PQJcF}~Ii3S$pu?kylOs0OI4$Jd3DDTq3I2bhr;g|KZWZV8wrfsZIeBw$ zz%en)lHEQyE^DdURZXl-`N5SXa|*>2o_p>YdV+RqPnRw3Q2wNI-_vKx!F~FY;b^pU%te`7 zkv_e|%VHSL`5hop2PP|N6rIs1SlviE3D;t82I)r;+X79vkRu(ERQUu2dOLc&=zW3x zQG&!l;kKQmF`1?MoJ0R~?8nn)?a*yh7rYCL|71QvBrLMZA?B8OX!hE^q|-3h*1kmh zuAOew7C}itsmlY*4+`qB-i85!L^`GOsJJ4&AG;Ap@qborGS~E|FLM^T2mH@N2$V=U z1RZ$v&hi-GI&Qd7(VF3~tPZlgGfaI?%XYo+^PK(D{c2d2Vaym+iq2e!Njlm&`lio` zylWzSPjBU9L^Z;7{uTj>bnp+VXm6x=Wu&!!ImcowKM04iO~~*(jf)TC_P`qO0zNrP zlx}EQ+Q*oWYFQRt>Z};&HYLBWT5vi76O-5{JX#p7Eu^Yu5bA(kUn6Gks+aCT>=N`nOR<_|j3XdjltJ6NjA>Fqd1s0vmux=j+H( zeqguv_KNIu9dGHPo39PkP5IqAPeBv3p{1*W@-FgKRab`{4<@D>OV&r5sJWY;6pLA<`NIW zQX9rz+s21jul4kJw*~y*KId)~XFh7U+M%N;-KsZ~wG$p&4OA41WgZmez?57cc7{!=IX6&d0;JU_1!RYad?;P0PlVekBk0g z|2`6GFDII~Ky@Y7!jgR3NAI+ScnesBFV>UvyT9NY;p=O1Q6x^Sszh+2LGK6yUMt1}>K;7KY&DDiIfNVl+Cm_suGQn~8r+~ewj+F`;qC=( z_7TilpkiteKbRHM9)QUSG^&4#HpWb{Fa12hkg$#yypHk~M|Ozl8mClT7QU?Ze$rg> zZJ=2%4q}k6{i0uB;<&cfTP+aUJ=N`EnmOif5t1a}wEs0@dwwIe+b(T~?FqJ<#x%;4 zJF#d`GSTg=)(5^NTURf72NA5xG@VB@!CKwX&RVasm!!G*LOPvELZ=bT6#z?SA2)X9 zAAkvTvrr}%x|^eqNKa~^?wpa^i24trk3~McsLFL*CRGV^P5R8LZ;Ps9xGnyfC=6O8 z?>9I=4Y=3B^n8Skp?3II^mATrZ+LPd#aa#9Wnb<$e-;5lU-ZWk0 zd!WX8mO0vo-hP*_R&Sx7aTlgiIvSw54xPf^&zl2_*uVbw5*;SuH{OhHzZTjI(;G9| zr$@^B2e@neEGF5{1IA{{EgO1qZ<6B*O6Wa&_%KnX+cOER@hREtP9UbKAR=#LI^u-# zS=sSDWB?BE-Ll6dY4D?U388#NlEvRYyWaSXx&VO#zBt1Ao;lW8&(f*B&ng(uO#Zo` z;&SCu|D8s=Te!N@8`E2?dsPz8u@UWQtux(Z64cVAx~d7NY zbEGLK>R;V6z>=P*l?A;%uft}qC(z)gCqI4zzkl_B=zm{;OA=QMK1{ceE!%9IIofO~8I2t)xX1LKsrb?}xzt$cQ23+HsC#y*0!|C?@So~=& z>^dcZ`l-CU(_S{5nPab19mgGJOX#It4llD>91-G(FanDCgnQEF3iR$tu*nAnu)8#f zLsJJg9T;Z+HzM!>?)Pf21Ohq-`Lt*q&lpl2mw-?8dKPM=r=3NpjZbCiPpRc8<}A3{ zxduB3wtahimuN}^T_jB$bUC_`&`bOlf$^!nKaaz&<3EyYPm{VW5g>j*{>Ll&)3NiK ze{4psdE;_+oqqM6Zqe9{&wBGm_}W4k?h~w6dioqPSV$@|>!bO(b6_2F>D)yqQ9_U< z&%e*=s?nzfK?qim!eG<~K*wJ&s+eB=bW5wshCE0dW4P1xbSO}J>!xgX4s|-L2n&aZ z1E!g#rbM6?Zz((%T1McdOKWA#MiP|sUV}}sBcI(Ot}WI3G4nln^p~K5mUGDlA}ama zH&yKMoQ%(fJJ_d+WM>9dV9ae?&H3Fo&l(GzkRDIRorGAsPyID18(n@@OB@7|G)L;} z|Gf^cU7@FQ&}Iyi;s9+^=z{^#^(8Yfci|LVD2#snU)Te*e{duJ!O=tG3tN0$qcxuZ zXf9Qlku^vG>Ma0}fJfhM?e!us!a8BPZH9yEB0;79pFoLt-n)SocitC$Ex}2_#noUF z=Mrf8J!l9ggIN5w%8(4l;M=juN8yGYb(=4&FZpxde>7#rY#!C)wM2gl$N0nB9p&2H zqOT(NS^`VlTe8uZhaWSq$8oo;mXr-0c^$njlRu7w(`f8 zFu7&;TEO!rMz@wZ`(2Mq=T%F8+U&lg-@`eV+1?uH3wdfV!87-{+pF<*Yh5x|=1ffh zq|A(2OQ~h=W<~v6AK>J45Azc0s;6uopUlOM)<3#(M0?U>EZPY8Z7=}9OxkoDWSci~ zNTv6{ssXS^00U5A76%qdTxU3TjuRh8I$Xy12C{68!6Wd;@o#(y%&vI{{h}e!O>fUN z@27NOH)Ebe_22!=Iw{v$uGmr`KBuaxsJd0Lb;#7Oc=fdc&Hr;o93i|yp9U5uwqQB? zoPYJqjT^@B0q|zsNXj~sB`zK{9W(SD(@Y3UaKG~V4k8NA2RMIpUB-de5@o}0$o(`2 z^_Q)p!S(HJlYAsWxd)la5KlzFwWg*QQuGqG70h2Ut8mIHFNzm<{(kvFI^4D*3svmE zR;?b=Jz;+a=aueO;f^Dx1c&)Eb@s1BI(>x6w@3v%YT~A9k7zF~u#{W(X&(a7p&LYi zV1xt;Fd%}&O445Ck_40jgquSc@c#SxuXZyR)$^VkxH!BmFo`#D4@WZxM|CDI;1<&B zsj>~KUXSj1**x=Y&Q^JH=UVo81W^l;Lhv7GX+G^h!y~87jO~TLO`>?6dZKdo2Tk$>>_23&iinj{BK@e z&Cnymg&S9Ov^|2TDB;u!)|F&cqu7|Ar_*E^YL;%urR~T_NflZc$u}0CDpPq=DSxiq z+9{?i(_K`OS)_i@B~;_MQ9mWO^m47&X|+C$@uNq#r3nd)-}%Zer|)#f;cr&?>XE7R z=RPj@GBY+2VYc(M{3ko}pJ6G9gMi?zRk7!;aY-kk0~r~cU4`h=Y_ie$4)fhgtAgMp z@YfwXwQh;=PDCpQuvtKJ7AEFe6%GM_y0xEdQ_UrKdsWu3fPWNqgF2i2E{UW_;K0j9 zv&Pg9sphBfZ-pkd6JpZ>%uE|nr0qPar;Du|*d9HXHF(gxVE1e1>uLqn*(z%0Ls8K6 zwJNK8KdFU}Pl}a?I{~{jxD&ARUPHwf?9v-3ZivQoCJ$1z!1|%{FS zAFQ+ye}{=s2!2K^T4z-t(meV%(!74w4~YWcoMj_NVaKRoj6UEVfb0_Hss?nRfX8%z zqE~^IT3Zw!K#YwXG8!f;%|CzY-g&iTM11!RKq=M^j%GT2I9OoD3pl!zlvlSvU;A(a z+vA)=)0h0qaX+7lxscxDcTBZUD+hjIIWbXzXA@&?vgsZ78bP0W2CeTm!#CI7>jAhb zZcI{p%41X8HKIPN7LzG>UZwOV3k~b*PpE7cpJ11VL7kT*oA9I`AGj_o-n2g4=Gt4_ zP&wzp)9Y*UB`XcK=)hxAI@JqSX`t!pRt;AGjwDGt-m~bPWK#;z0{|cv2XO!TveXgR zgSpDPw#RMv78x(w?X`F5KU;e$K->x-S5Srp)VhZM$<;e z(nr6IkZWpXFn9}BR9Y^4AvnBN_;q66j}48tS_F*%l*iTmfagh1F0J^El>{9Wn4QT) zKuV&1YT=jouGVuO>bq*8q?nodUk-GwQQdB2JE?i4k!ir0R zmpWBUP+oyY#_1>P-V|e3k7*TeBy(-(AF!!-iugew&ldL;JX^phXJ!JXUgKh&P{MbO z6Dts@YIU19X>@XSj>i7ubMe)(uebL-mQYjzp%5V0X08~eQgtR`eE@MoK@M>9CXk;t zH8($K@q9<&_W(3?Gc)Y~J@I{C7|H>49gj$VYPUBa;=De41p{MZK(PYR=4QLmwkeFk zL30@_IqhLS2t6G*m#zrCIsB8AX9pmUBKN)Z^)!uCr8|HI1DhZKxUuWhbU=vt2Ym*B zOs$Kfp@6~$#ueNPutphNDoWZ+|Q5ZQvZ1Ellp z0M-Dc3)q9h`u7?>F3?(_z(eGG0mch3wxPFMEL`}n9@Evs;7BS}Y1HfF$h-U)P7y%t zBLH}EaKx%zK@6BOSO6l1PXHl@f7x9K^*opk>0$z}gLHWJ;T~Pg6FYc&@=2ndh_1E! z?)k=7jVMEN+NUDb!v3p@EptUr7$nK#zP6$D&-#xw`|Jy?x|ruP{b}}mcR!q-D)-_a zlDxE)HqQM<#&?D+$8EQ3cQR3y^6sTZRgs-!xF+*t^WT^>?c&>0h~ih4ZtuixOc&D= z#69uF%5nUp{pqZ%N)F5ma7vLGs{A|Qe*hGnB`4Uj%f__uF>?c3C^n4~dMIIP5SERX zqHlnZ09&@%6Fqg9;D>Suhds94FF44wDa%bQOvbIOrO;qQd&&BGiPo*1l@2fXLcq$4 zx6ATCpBbg~bznnaU6Vp2jv=X!W0T5HPnQh0g)lt(<}XsT- zY<`xEoG0P>&BDwqgGUQn5oj7!?v7ZM8I+C4Zq)>pf%~?qs;rl}7+c^iqXgr1s3OYcw?fhJ#-P&V&F3nsTayZWV-NZ~>SI22sGZ0mA8q|CS_B zZjd7cc`ol#B8edvIVgP94VRd=$B6aBl*y(33$iuP1d&R4bW{s|ETmH)bAX!f5LjM7hvy8c6JP)h)@wOsIUgP^ZC);pkWXh~{SZ+0 zk=UR6ME3d=y>wHI@*C?W$9Pc<$+{B)UP*QV*P1SIv3sy~cb+kDzK*{Blt=rP0GY&% zMadiZL^N-I3=7@2SAV_P#je!K|C#73mD;*p!gR$A7cGK|7uQ=TNqm>=%5C_mz&JyB zu-6gBd2&#kkpz)%lUG;AFD!o&>cy7-JoTyNW}ygPT>4c>y>m6?x4%{?=U3Q;O=l~` zU5gTPrbh=|AJRY9$}Qvl-2$I9`S$&`$5LLjQcMJlB>qIrpIbkSZxNbEM^4`tYqb$; zT|JdyBc?scVSGzZDPipMuzUpd+Z0B^!Rx+Ml{cct{Cdn9O^bdNYuXN4@ZTU%uA^p0 z8+%k2jgM=1tt`qa5~DQ$oJ`-kT93^Q6?d}0*TJ&ilLI)NQpS4$X~TXY;RVV>OR;C3 zyT@!K?H`CxMjmw=>+1j&;ZOM9t~vcZa4Q954!19mCAms-F^t_9XXK5u9Ic%^t3!~4 z$|nJ?-^=?qubyYWohF~q_K)ue(0q{zC!{GR78V@*wc?tZM4&VdEX>53=RWA+foU4# zkjLTl;Le2P5Llb;8~}q)621byi!3a_$^$UAxVbqCte(q8I^pUwF)@Mj2vADTojZrH zj-=>)(oA7~3+*!0fOz+#4CNC9eStLzN*IX7EZBsxl1zbz8GVGbQU)<}8-`$l1oa%E zqYPOtFqy-39Sw;SNc^CT4@nTROhd!N4XsNTFCwf&01JJavPGO8Z2*Y~>Cj@El#GN1 zvMBrzpe1Ezzm<+)2$MWCa1{~~IAPZ~Rciuy`H1M09Y_#B zu!@jLbpbv!LLqyeH&E3AM-U_opwd8Y(L4G8#9a{r0*CduFpu2SY@9XXe*)r{m2f|S zWGzV-2D@i2$3MN-4&F+n5R;M?xvc50Z*1&=3!VIn7nS7F9_?&p9AK<)yqPWrzPs39 zzHupjswT4%B~4AiSywdR#^F-|ix(IqX2pyHbQ~0%_{JQF5R(>o%z!`VjulRj2fcs5 z(Hni<`T6tboRPw+#>Y%%SeOGa6oIX9`|wbzdKAvkXP_@;>0@SW48od1WUjkA{U!@5 znl$12blmee`GMAVcNvCGI=%t_WR%>E_4db6*R>M$85Ev9ksP6|7^eJSR(Y+G+uETE zi?30ti@j4fyB)5o=O}$fn=w^FI`f*+D?KH%_pd2#bCAt++<&_{Z`GZ_ZF1*2TTXJS zGE-p)Cix@&0lSnbMXL&hwi3dwj>8EO!OLn7>f|HUv7!yBqRST8lOq2_$y9Lb<-b?} z{A+49YmhHPlBM|r8E6e3TU-DDO9XR<$!ir>8A0k>*Mq{Sspw#$<6vh9CtnUEFa*h92Dan?yx9sffkxi8BQTEE-dxavhg%FZL_DEz)k-f4) z_TFTV_y2u5=lp)Z>-wMToYR%@zR&Z#_x-)U<1@PU7rN6rAd%%P-)ffHJ3u%tK`$Z zsH_sM_{6T}HGgT9Asi>+k7U;+v*VU@`-Br@RBrXDv3znR6Qeg-UFP$aQ+QyVLi@lb z`GC5YcXdHLCgwK1gMItWX0=-)j6^SkG!tWpF6+j|-VQIdSB<%Gxy@uGK;d4?6$Tga z>g-G#t3MhkuB>6%jEXpn3OI~QFY)>*BV!}><81BZ#coQgFgUf}d|Y-p$)wr5bjE%D zb-aDl=LclPL`3-06`oy5%DO>b$(SN&;A3n^`|mM)^gzp?gfR z_u_u`zyHIhc>BJZN|q8KZqlXH=D;rdX6tg}QnFUamDF+dgeCPNIzd!iesSM%_4PDAcQgHZ`C?k6YY#A)V7V1yEuYKd8M*N=l{bM_820u4Dj01Lsr7B^uY=cM@9j3_LbSlb9qVCL?;O?mvj) zZZp%GOEOP}EM&&LCf1yuZUf4L_ds2>Df-glD|2cRV@{egAS9e@#$y$Qg_b|K*uedEo!ENVb&X(@ z3Bwf(L;*`+u@I5mnJk1Ms};i_9m7pMFQ6$bU7N^&Njbrc5wZ~P*K@0lS)jl-F>^1I zN804AF8!ks+vX99(TyLUKPbCpQIa;FH~yd`4CnEoU=?BSIu!8r%iTCKFS~O~j$(1k zC5Fc;Mp0ltpVxJ~+U%4#x>fL(=d%qX^6jPz&SLS~3q6hN9CC@A`d*DDZfXx7%dy{l zfAE-BJv&iN%l&rvEfFun?8(l-PIvyE$G8c+w{N$!_k1!|h>%_$Wfk_$*7;mpns(d% zW~V)#Vaj^+1IygsxuPs58L#{tcw3*wUU{==Z1G}D~j+&z%wJUtd`bF7yJ8MY(z4^YWmH-xMY|8=xc7D=rAA=P1 zmXlP{%gLXOpHRGZ*j-vz{3+3)cVDBJSBl)C`3%~?@-W_ zhP{(}mpjee=7@cVLN@Z7g50dDTo%Kak3tJZUpxzY^5)Lk!OOnN*JE*J6eUH=Au$|^ zA$KFA=-3uEgOASMll#4)97q9e!=Cq6DIsR6B|?-V`nVMK#Lwe%W?dJ}3^-;J;)Cg1 z!-0ZgQkv zPqS3SX6(H~iD^oKjk2e5I#1qhKQD~YSINN{OR`M{FTaiIRSx^A=_}$kM6z&-B%f4| zSGfkn{u@KkgI>~*MIxHS!0m)>-I*bg0l06fnu*sj)^KK7d{TiL81iS3!iVe{kd+E? z(*U(*JvurXcOAHoDA*5&&LV z6A)|XCn?;eajmnG!)~yF;TV4GHmC{32$*q)fvmzJ`Hn9L>wbqDeP=V22%7~7fTCVN z349J^2+%t$hVr3`hA3b=QgR`+OAc<&5Oq9^K-dveE&#N`{ij2s0&+|sf57#uAEE?e z;R*)hASQ#@EJ4Z-8y|S(*}W4$*4EV}1%MJ#W%FdsI)HjUr2e42fIP~$I6}n4N?rXr zye@c_pxIY1GY(kKAv^|PiqB=I+M7Uv^K_aVUg#T8!{kBO9T;H~RVHqU5a1B}Je=k* z3KN5TL0~cqaMb>J-QVa}14Zz`|s@ zT-Lh0?a9o_`VMf72a^HRx{1l~KmzX?L3{y(G02PEA5bPZEr((cF_{D|>V>E9seqA4 z5ros-k3<4G1S@wBjE&w~(&OI{x}N4?u-#{O&qBi71*eIu zm$vYOm7w!8;(*$cY?`0UxGxV@$$QpKRQ{NmisWLd*5NX6C&LEElxJzI}8ye zx-;>V__XDTJ8h#C#2eCS?%FHd~_zo<;83#wR={Z3R(gI$yoK z(E3M~TSE{#DxgU=tn3L+ps+wK?{tiCbQoRUnOAnIse)rHzHd;@+!-pO) z?UYPzu6d;O-J$RCdSc@m<%BKQo%^SgCqX&cWZy{i0bM$bw_-^665EuCJb4lr5-4_v zhxuj|Iev^(o5`%|uv`4@1W<8p&tlC|>O=;*E|nkg>WhTUK!nxYF7N?5*NPO|VU5E72Lg#{k- zcA{%oSb)xf$_2oraPq<~EQf}r;s-xnwW~p7Yt>FqGP_`R&MzMqVKOI}no7uHU%Ay3jfK9vGn7^!Bhz)@$_@<* zh<`uIY=0}0Mlz5l(m%+FH{yEHv&dVhUnU>{@e1fxz^vQ`Z4Px+RpWHjbI3jb$H{kPiZM{^<8OT2Cl%YxBVbmt)u=OQ#op}Ai6+!;(OL(~a(V_pc z@sVim!T0$cI>n^uw-7ow4j96H6W*)}N$rM7kDu?6cW$O|!nEb+i*HfAGW3UH70`iG zK4IUm_Pm&VbQ7y`OiXyS?3PWFS%u#Hn!>QVqEzy#*u~47XD)lBr=OOpom{}z057_g zcVqHG5UuzbC;01v^c1W~N6aZ#viNzNXu5Mjv(b`bVDZ7>^O|lQaxFv}=zjjy{K0#W z1%i7cgk2baKqdPgyzGGD292r47h#wp!orBIAqDO(Sd*4M>3fG|AagHH1~?gD1_|!+ zU~>rN6jY923nUG59;6xMnaXV%BIK0Cpa@SgISA=-0i%`{y4#Qff(Iwi66O{cQw`eG zvz4d8GY>pE#bJg47L*SZ6){0j1USAs-6ETBnXkdb8`4f>N1-9^rJ$}oQtu}M_J?!O zshY6Hqza_fkbXi{4ZHFikp5Yi znbF>~LA8vW)Nt$~IV`veLemWyox$!=WW-^MEpXTm zyo7;d{m@q&8Up9o&UCRaU2 z&v<_Ztixb4Oe%B2QUB!&DVIGJNVXXoW-RyI#*YA^lR?0l8`3e{I<|4>C0Cy5N>xhF zL4Wx@5mT|YHpcw2N|UR}G{0UBfur&AabT(@13CBw!2@Eif)2bc*!Z44Ppb6F1) zc^K_K3yOy8U5xl`YGQpj&plKL-clbNjLAS%U|OM)LyF-f$G#b@4G-O~v1^EFi zbl}Il_-=wcU|3MlG5JT64w5#I;84yG2TIR9AW@P<@<2ZUhF#N+j=(2X*VDVlNA?}U zAzbgZYuBK62m$piXyqCB+=dZ(MvvtX(A5z!4Horma9u&FBP0}pjub3a2p`h0p=xSU z0Z0T^mLP}$A1XvTq_+cFc`!#vHSqx)BIudv1L7tO9+9e^p7pf>Soffq2foX&g+4XK zFqqD?!=i?tgia0kTRK4yGl2&5af-!Aw3!1l66Gf*BJ=W;Q~1L0#1GLb$L!KiV5?C@ zgB;8SWHZslf*P&*PtbUUk@o8uM|iE9FE8I8SlZZVv9G)yCIgx_;CIgrHr9x#7ZhiR zJuqZ_&>;tXATHi7#3Vr=^S6-Z@!J@PQZ=CQ{4+5r3B>+Dn-BRwV2T2iXULO~{PoQn zih=!aU|$J6-(8*Z>#7EzJaV7yP1xOimP`5q>`si=bd_TIR4gB}L+jdhqB_BD?DO_e z(-qrxvv91%sWxDqnavC_U`8x1@^*B-{_$R^|Hw+3?m)-O^i@2=EbS?GhuIkSP5J@3 zq*%19B9Mm_7X9OjA?Q;bR#x_fzFxlmN!jM$EdtDA(o8F|yu1{G^Xv1qWs}4ip=V!{ zWQFaNwO&Wcr8C3&GaG&V$&oIy0eaTp+hq7>u2aUWz=n#2EHY(Z9%*jD=LjobUURTd z@!!K;n|<`^m`ZbN*VW%cL;I!C$A+Dg4%d?%1taqE;9QOJ${d2vqj?(YdC+Qu4M0Rh z1ist%n|R16$KgAWfB&^M?&HIWZbhoqGInT;AQRNtZ(zr`AmcIGhC>iFgJYORm9}-eqMqe-gPco2?3u;G>51 zGdqA6!lQa?l``s}3(Q)$Q&_)oip`-E5$Earb}6K?;=U4K;rT44U{x5(Du}VX_v5fd zV&KSv^AesQ;Kg>uUNMBh?*Xz=LL%b{pY?BwwreZUST_A#MGA-jehIwm7w%tAq-lnS zRJ+s8hCuWIo_U2xEIO$62c($|PrcQ6c{z2q|_t(ch7E378 z*=7nlhzoUJG*y$O7xj{Y+GFdORmiP69gzkCt6VNHV($C?Hy=r+MYs8%>qJI%^e})s zItU1es`Ei9So%;OZ7dVrykT7NfZ|d3OUXF1@yi1w5sBM1+NhV%T=U-wrUvC!IpQ0T z-ZYtiOFHy@$lK%ZAw<3^pA&G-CsC6a=@!=4wy4^0Z#fZr!NxZRs zYboL-ZDY3^UWw%sakBq&9lnw>bOin|4A`ASouJw{-D~fngqXJtWCL462WP4-n&kD! zs}>L`r}w-~?C91!PUMs!HJ?H>4~iCxR=&o{Hn0cn{T#C%eRwtOF69`%gK>b; z)j=(}^*VCTC*~~Db!0{dzc#ncws6nSKAe1{7>f8WwL=~r)%^iP6X_@^;E4FQe@(jC z&wH6U*h%zwvZbV|gW3Yp1wzvQ-NdD-J|#cPif`x^28 z%xHqxZZu5xWZzHKskEmo-VC^IQ~jE7Q*@kzGu)&u&dvHdCZ@-4B2n4hk%M1j2+!W} zP+d%m9g>hBrKdf*B~)QKzN8)Z=nu~_mBVo^o{W^)-+>9{{C-7GztMR%y4A>+WVcCu z`?-m_STS8mzVRR3^7S3-9ZBV<`!!x>mh_|6(=BPXk84uKk|w)XDpE%msXy*tSy|m4 z8k)L5ctT}-RLwL}dURo^s4jIdU;guDBlWYj(b~i@;LR_uV2q5uvE!6{3vOn^MHWZ> zAK2^sZmaw>uj2{&DRF`}S?4Fz;b7SHtILNg|MIHWeqfER--)xmVO`X1i?lvZ=EA}c z$~gEx+=rRV7OR2suQhpgwPy&=f$i=@d9>rf$~?Qiw}^+scyn$MT4RF`W#!}D=ZDaR`cVve=RNlb_T-MPpg zB%x4-76;VDBevc1Ib-K(=~0r5i(Rd&$w6HJh@WHYzi1|E_C07=JJ6nO!Lny_sy9>m zNeX}UYh=N3T&lm@BrN&XpNX^b)kD?TG%+!mvkv)O&qJ^C!*=zbAs(gcgLfG@rJk{F zcpb~)Qh3JV+=#UGbEh_@*;>*1oNwdlziF^vUlMlbhIq3HLrG|4^hS$ckISk3=BDSu zg9N)&Lks3DfxG%?k$Swfda`!g&6KI0pn&MLoGhYR>0nkvN>Jcjy`g#9!M{C2ZD^)$ zjy3jq5GQQbm|UPRAVeFNV(R&x!Akmwob<&fz<$>j8$bAJuz$WGM5U)1(t|r?*_xFq zq_&UWgR;iC@Xg-sInKblEgLP_=5f+i>yO>c^KqBmCGg zC2mV{iqA4!kT^NWXV=w=Dz+f4KR%-%4*&N^Kmw01J78o4CVk^UDP%_lb*MrSfFima zC8W&p`ejFYDBU9&jXgn~bs?gjs>JA1T0}b?IqLgl|AtZ0Eg`HSR{78VFG1R*%=f5L zr*cANFeK;8Bp;uTvseFr{Ia_r}NVavu+R2Heus!K)oZlS+|2xbD=0cj*0^2Ybc+YfIC^ zamaO&2{Kz(wVyhkNlIxdG2c-S*=neb6rR*CXsa(i7v9fT($R|QYpC}&5ThgdKc^50 zp8l|q(+oPE=oZ?+`0k{j=M+B2_s|{@yvl)>bdLyV2Z`mRzRo8{3|GF8*a&!us53(Y zBa#CSR|rRMdYt-Ye|YOil&{P%;(Qvl#c#8JZZ&?y@W?~Jl&vtkGwb5pi|LO9wz0>& z_SC4nTb4aHnC<{3eCIXEOmXB1Pcl%W3`vq z7}Tg~u9Ef%OIli9E$(?af%E(`&24{P7Y1vlu<%yT^QbFSzK&QY)>Ml_QY6KO+SSny ziF2o-RK4Bad0|A`7vz{UyA<$97pIPvOEjfP2yqc9Zca8$tQyQKybDQ5h~DjQx7GdM zoTbVc(HVzI#dfkjZQ#7zlS1~@O~c5Elwfuic#QAzBrcbkd@vi*7TjA*8ad`f1%ZKc zUY@lpH}V>f-}!bY(qvHGAz_?h$@+N-|9$306{+v~WM%L~q-5g*V=ERa4UM<1qm-}i zh<3!gU7)`vOz^f;h#oz3^&?i~bQ49cX@GPLx^aq!gK=m>(2a^LtjItz+V|cp9WvY) zD=W&yYcjJ`?rS!T*dt2q%-d$~%GfrI5^|#KdWNnmqdnUeIF?u55qwh;KrON&^-440 z0*UHqve8<~ROiShU_Q@S5Gl}yuJ!K|hn!eh24C?XV&1p-|kw54dDF^DrMcMA2 z)BU&DodmX4XpOM|Jb?sLINpkEUG@J?H%7~zgZ;!-fWv79`X$xu8=7h}x0{V!pfbYG zLtSKOOjmE58x?qn>UQ!6rDv%9@BDi{s&b58wNY6Y8!r#wUEL^ZUUXB}(ziHf8WVkp zn$!D?K{v(m!Taor7SY9mnbKB`^zrIM2V1_KybbRcIP=dP=V&tXHZwMx*4(a-9MMdA z^P$zVYKeXh(1OLw)bp49+w1gy|9v zcx(AysXwxtZ8{6RIy@A$)&D93-eA=WSfU5VyfNr1fqR3>^x_dMS>)-f`4K@49Xe9K@ppVgMJPNB^+P@M_RX#R%K}q&{j~lrf~px%-lIr! z?L#X02V|0u9+5+#ofR+d$Q{rCwU8vxeImxz`3o2s(NeO(ZXFmI$hf<^o&mak(0+Lu za5fxZ4vk;zKk`3%l9i2r^S!~v;~}I8X3eknCuO&& zqO%Y`3^ys?A}E*B9snLM6xcZS#23dLp_oi2nG~j$|GH&VBo@$pcfdrN3%Bb;Xe0l_ zJ>NtQb;82~v8L+54&7>3p?vBQDSfmE#rp!z2kUaj9@L(RR|e$7Bq!*Vj#jiAg#R3G zl=I=;@%F;EH|r@U*Y!D3L#ndageSjSqqRge^ZSL{UFHB_VMtj;xJ3qvYU3S~P z^p4b&T^*9>xHMUpHm{WAaxxKJQttFx^5^9i2gifzSkpiGt0R=pu%aii4o(g;F#m~* z8R$T2{-6fE3Q))f(RfrOfbLz++=h2MGEijXmtU#Wq+5O8b^0Y{cFVeH5wLv8PJ_CzkG9oX44Ok0LynBEa-{E^c-apu$u!MNRh=tR zjo==L@6)Ly)8cT+d}=)B2}a5tA@zZKIT!{tzm!GAVL?cvj_4jpF^MLpwG5L$3Q) zydqGAHXBgl;C5B)xi>gD;8%o^Gto5{^kuF(yo8ybRy6=~>cph)x(eOsAiGH-18?qpG5l!Z*>^PBkD}gO1@in$DZu6{(31m_0&D*br%bW*! z+Pi%S*JgVr8f@53lr~HTy+RIyUQT~C-Mscyy}7x^*2w%LWr=#V$z{#Vn|fuGPJ!Fx zxFOqz*W{U8GPh5h&cx3xVa|+vMmkH?QGnty;fCfpGKa>KIOPHoi1ATjO=#9=j8cB)$m+Uk+%s zGz~Dfi>X~U0w+XE2fD<12H)BL7B0)1Qs;JF({DO_wB&lSr7tt*&p<@0(~w-_fr07c z`*Zw=YgIeZ1XZ;yg59_I_bl?|>0kb|d?OWv#sCbDfY6IJXfO-{(p(n3OIZ1xDULds z4emzKQ|oGluqRwjLjN6inSuD5=d?hBbg9l^UkDDsV(h+p@&VwfNk$STlT9+RIM=nJ z2YjDgjz-Phx@R>NRsp`iJy@c3&acfVi!8^Y&^q|pJ9Kznm99+Vu(RcVDC1Jz?T$P> z%TiH0{K{zEGhD|=LM(hhDgJz!Ye8Kb8Dlxw)c>7=;@Nj-#ywQJM0GHfXT`*hJ*&~#k~yFsU;{e zdM$2=fUg9$K1RL?Q)_JNAH`iq;hl#Jri6Ew+x=f3#aZlh+Vu6aHXIJx7u>|c6Z?Y? zb4LX=_c8!LK{+*gwMmcWb;-z6o}uxYI5oVxcWktdbv)i*R&Ek*Opi>pDj5CdGN}8Z z^MTcUJBtbFqm-K5iPG5Po4J&B$s*GvsByL+l@hVCkR0u!DN$|XCML^*Qjc44Z@pTx zY*!yQsi(H2kRJMq&R3YpTN&?(jq6stG^E&;Hearq^;jxrJJv^*q&A~2tuP1)TakU# zX#bP;;DcH=7f=uo>3Bd=!t#v4ldzrfoOSAcVhYJFIt86A4u{8=L@>5*Lrm&h1nj09|@c=@FfUMf)v?c0Sed?5YkHve9-Og+UuX4 z1|u%M`|@%iX*OFT#PUbE$-Vqc~xmaiWyEY8q zUm>-%wSC`_9^}?#dgP|Rs&(fjh!5FK%DQ~lf0ggHHbR}fFnx_iVPe5el;H7qb(KPs z!_&Y(vD8sQy_PeNp(%QWv(I)veQdn)Y;`g*+Yc8F6y|v`bj%a6%X}s(a~o!FP&MqS ze~i%PnvJew!$GA-ik3{Yh^aWt4E43_%uY|X(T^E-9gF00Ji9xg;@glBWMY_PuFUh42gIh-e= zR$~KZQYTLtVFs12sT{`wABW*hH9oRCIp4+LeZg;tBGFGgFE8o=kW`b{FRXmFwdgp% zNyksEX+vewoO17{7~WPPHMLa5Xyd8!Sk-drB~gRH9~*^ZBf67PIo4V4O-K*Kd?hN9 zM%QfjQXLli&IsrU$;hD}e+#ef$1K~K?a{{MuCwLBNvB1#1>5ZJ#SGKP6O$e>HXW4e z)uD`-spl;QLtQiX8XJOZ8Y&}irsAaL#jRs*!dc~kr)_9-n#Z>`(*Ah@=TMsUb3d!r z_zBm+Ad!^k>9)_bzXJt|*Xj2Nam07P=`X#1$tWP;;o5%{JR$%EK$RvM^z!J$?%mtf zYEnf^8byS-4zl~-O+XG41joQzMvx*(wL(HfL(?24RjFP48$Ki8W>vHb!{GpqccFj% z31RdXm|6d$tqoKT038Se5*S=x!{Xd8dMznR1yw4-WO^yS4@fL9R)Pnun+S?Z*tobb zcx!8GgIQ$x8cfJQ4lifGtLcCR$OU0C4>jF7-9zGUaNm%H5jXM6?1K!O*f0KtfH`${iSXdA(FE-w#W4S?KWR~ab>wEd(GknM)C5R7bLY*aJx z0*xyAZ^Bw{l&l2&Twp?ijAqh54th;}S*=fOMO)-=Bc6bgaSUdPa*0G{Lc1Wbq$`Km zLCMjTb69q?{fN6Ps}*q?;c54zucf+AzQu+;bL=slv02CH3JKMaoR73Qk5Xf<(RGZoL`-^z>>5`vf$X>WVw_CSJOQy4&pXsAWJjea!vp;VBjs4`s)1fvfasa}b0R$fI zIxEsifiWKLb$8cG2qZU_U4Qwq(w>+}fn^_j@-M%Gh{ZP{>lFUH&w*fR5x$+QMsyi4 zUEW&xgO3}Cj$t+q$&r1fkL!@Rk~@!1{-E`Fkuo}jukd%uB&q3ZmW6-O6sG6hSlIvH zB&R_Tuy&yR3jQqWx#a*@OSyv#CP3y5F)3;Xz8^9NUs}l^1w>sfAkW}9j)XvF;mVJO zcn|=(ADFp-6_B$;eg6jqgs6{#vx#mZf`5C>9SkoAi?}CUjOgagona^|vhodM0Ps@k zcj8XvyVdlPu*OY4r>-syQI0``R2cyD4-5dfD;RenQ+L2W!v{IQCw@3}3Be8jW02SM zn)n@vQ34DC*sU-Z2N8ErdH(_Ejr-dSN)8U3;1|UK#26S?16lzwCtPH7WcV$N`vZU$c?TD#!TKGB-Uy`%ribu* z@SdJv^`TR4(N&cJ=4pz+O+wxf$U2Dj`a)zV49{V+1KJTL;@m({0tZQWh5+LLfgRv! zBR7W73;v zi%-Okg6S*r(jMDnC6$sZn3QP`<>}LIyDf!@YmI+?<>0@In##*BdI$I!U5mMPwxwk?yZ$t4Ez-;CBO~s%DGuq3{-=-kFShB#@~xo&hBk79yzD0Oc=#l?)KGW;|h_1v0x$)4>Bf z3_xHSns+#tZXqS}b?htmr|AK0PUMAg<%;q&zXU+Y;soKur1twm0GKfdqR?7rK?K8L zZ$l4(JNiNdIUDQ*cn6qALloCd?0U(hsoC|X54hn(vIv+R5*?VFhrf%-$cS#91}U(A zJW{|uE#v$T)0Hb%atjI&3_EPx?X%5*3_wc2>2m~7C(qq30YIYYmRm%A=>cRu;DLU0 zbeR77WQ7o30XVw@&*?;z;0&_=82~c8X@2A7uM5~U>Su-9rd#R9wu8!8ze=BP>oLg4g+Vp=_L0+l4-QTQXz>IhI@*}Go z=Jnn|8LFwQ?zJ~=yc(*+c5uRG{et>XSv5JnU+ywNPhnUd;@pVmX?MF;kJxBFZ%r5D zqff=(cnmCzV`h2b703`k8TwL3Mv4((16kDGN`FN?Owxsz03;E?cV_? zKVB0zzzMOSBzz92sLcHqQ7ECsH;g%$LUA$ZaaS?Pun7nW=vu?Cc5|534 z7gx$xqR8gzk?+RrIB$IN@LBRf+8a>G#ht?YVPkC#wCP+8R=}l7nVB(w9vp}=+=ymfP?_iVJs}ZsXU~$0{A$Y&12RPQU9T|l(< z^~bxeow+P9^AXKM7eNY0RuJ5tULnBV{*4)OpivLcn-?>5Vc)x<<-R59-X&?(Rr)>|#C!(zpT27lk4V?ZRXGpc z!K&=;q@RhG>vVKCvU}6naDLv&wV>*<$TRJcFJux@`#$p+O`WQIqr3UjL65C=_Dor# zRcCtp#Ap~_{rSzN;G9qsUDP9kXwPR755#y^=uLJC1t(9?cl~mLy>}V;o!Bbn_*e(7 z(munNdZDzq=bhll&lUa)y!!yFj*!uSWCyJ)I#|J`tx<3vO>m}gr*@t06$jh`=r9DF z&vs)im+(aI!bSsPo0++})1M_(2u;a%Y;FRk9n65H0O}5#3_2yGnUB@gp#&Fzg!Aj_ zo|>v^rf=7PEr0y$*9vNCgrEzr88i-fcG$_1uC9ErW~D!2tarZI12ucxz zPV?~5BPG}kNLLLop;rA2w`6d9?aBb)31BHcG8}O5l`quF(8T=!Y#z9Tn6xyo`HkSQ z_E;M!g>)Um%*>3-c}@YmQ(iNG-(6eXHAWYtU{Fnk%!#wNG304517(sR?9OT61 zqNyUa@+paQ75rU;CRWxDk|DMaQ|iIxM^h+AZ=WlbCs+0j`zZ^gvIc?; zq8a&4*XD8cDg)}oi!q`HqVgN?q6?`jEAZgooQjN_Hq`fr#6_8YZBy7auDZ^+)NEBx z9E#d+dG@Y;dKOA@_0BVVG83AgMl=e_cM1Q)0>~7%z8%gSPOG4Rf82(|gAannYw|d230qEMR>BXa4O+&dJ8s)ySn33a`+48i%^-&=<)POafKA zkIABY$zo;tzx;N=85DSxxj>$``HpgKP`j)1^oae6zhWP$6NU@DR{6*63+GNmeD=R& zzI9$+LOm8SVnyNuHZk-{9UbFmz@-ne0WKceWzlTL!;ZU|pfdV!E^4Ni^n?)qWW-F>Zj4_|P3=c#Cj}1$Xcx7t?!D`K(tRQc zLTgF!eaolBmDtZ{0(*xScUhuW8&xXDa1K|+z&9%9&6@)BzQESCFOY`7=V)Jvl8Vv} z@0d3k`)pTxyprGUg!xS5*T99?og4mXxTf!8b90%?%AI?2PqRqRh{b>6A1eDX?(Bu? zO*J@N*?+UFex!ttrgw{LN5#itKX5la*lkHOk+FeYP2D|8 zT-$T$mzX^sYXzz*L-+itIqu`%x?@~#H~)yXGfzr(VE)1A@`zd|udTm3nSA7neW>r& zk-WS$?If}#Xji4rFUlcuD0=979!D~j(S=ffj{2Hz{V+ec-TqKsGXJL@N+t4U#Sm(M z+L4Xz59ijO1#H3*40FFGKS>mIiGKJ6)E-8MxTpaqYXVt?o}0z53mt;H`fr-n+XFN% z1stFZlNTS4T|VD?V+>B^k(%Y38}=E<(_ybI$&M#?D_LFH=cPpr-Vy3SgQ>v z8dODA^o#M$ty6lhH#I?fcW(}%j>KM{h{pG%c;?n;V&9p3=ttaBx_FzPbYtN_^3F#n z-PIRcc7iJ^PG{pw&f^&@#BI!4GcZ(`kPKpa8e)Tx<&)dSdkF(WLx{l&S!4+0zL3>Q z!T}FEq&@dzWA2+qjC7FKeg)wG+4XW+s=rzz$wR-JOv3^u!MOnsmL!Se&=d;7)17&4wZf3Vf_|BdtSkW;SvY`wpx=wc1+aDoA!23V5x_=GOuPwXB1J{TOt4l3 z6DJ66kVQa7j1yt44E*?q{eXguzGgn5!6Ihy+Ni0Ig91O&`FmNdz-s?f%Up?HOT^s*$J?(+K zlhgKPiO0~wAO>2Uj?ReJB{*#&n~WMQ$}gPT;l5G0iis&%sKwR+`2&a--eRDJivrdV z1ZQYWaUf(NTiZ1+iE-%MN=ZvY_zhkuFvNt)gHdD*CCQAhfssy5OMCvZoQG(|Vq zO^<4)Ggu8YY_BKbPNVyrvPsX-FuHZt_;;-r?EAjIv_LS2H*_oo zX(|{xfVwiGnsx-;Y;8EcL8!)Jyb4sp_&Y6lVXo57ABd7xq`}92Tt#q7AOG&%JD`Q$ zyXyyCImjm!l)=WLlmO1w*4b&ez`k`P2 za=JF*_3NP9qi$^t`8F^WT0sD#3P`EIN5F=f8!if%2Vs$s^NEj6vxu$}5<YfMd=mF6%PX&@>RUBc6+XB)+>VjVLh717g1+Ik3p$${@d7x+9CZ- zTmG>Utf7m=mDjC`WD9v(190XmxXlBfPO;nZU>=fAqfYQ z@=h!L-<4@{m6FK}kihP8pc$@uXK%5)%>$!llBaC>2*>AKL9$0$?(TK=$rqgjtO zD%Z7;74r6nyEua$_Sr7>0#BdQ%Rk_;-thYUo|K7OV72FTW7yjnHBW%OhLaAf_8ES& zGR>#NlH+48i%t^v&ENNdDGgnZZ>_E6E{hLfT|)K&@YyoYyVCb{Jpi+1%jRX+K42?`YXYR9utt| zx`EpOt&xXv<5yO0tE7u2Q;N9v{{9U-+}7D`<~z~AgGC-TWKY1#Mj|C_m$!I@h~Ajb z!G<~1kM}U6!FW0$A_5zPSAi~CtQK5VQi2aXARQeNC?w~=j@lf=RFSd?nyT=A2{im1 z9JqA`D*F1A2>KWeK6KmBvdi!lkVORZGYIA&QVW;$7StRdLu^D%ufx3Nb(ckfR=ye& z*;`olkU@eBDY9UplM_KM5cT54i}Ij87(MkEk{|tK;kO@up;w5Mgm7YspZ!rs7>YpD zox<~Sadt-RxuA&xqHI9ngegk|EUh}91LxC2CwPKL!^yfL1&Docr1gNQ_X7(H#v1qa zi>JgW3P@GKUl+Q*aHwV3Zh~4?Hykvgj=YHI3RIl`2rR&PNe>Mycq&laB2N(B1klsa z*{CF-rdDxw<^f0_AU|FKt4l75!b_`g1(JQlCmc=)?qub0-`%ce>pyu&K&$sI(lfHt zMXCEc&Ecl|n%&HbsN*X#?2we(PAe~}S{kl8&+$d|cvBs9^(5aZx%%hwaR|>(U+F!4 zVP5%8Z{_UW$X{GsN2}Kl0~(%wsWgz`;XqOeV@U{-N*~m~faP#E${q&~FDExwfmD&4 zoE)L3_gYsV2E+&p1>!+0l=rZ1U_nCd4T%Sgk|ZHoO84_Ig%yxOy>(1X|yKb4uAd$new=rNHhL@JG zh3V-KyR!51l|DYFVz%iY8+)mh4|aRkiHYU4v~EsGD59OWCc#Ju8ZRK;i--zL*yog& zUoSpb)B6CeMMQ}aR+$ECf|`NF+>cmjeZ&K;>22SWDv0qv+S{cHwOm#UE6YIX4Jx0u z&Q4Gr!wYU|ye}~EKEfMY)PBNVK(BBga$h70RmJ8)!!f~oA95=Ar16%-$7Bsvt1A=t zIM1TAC4^*bsAVEjzFk7?6rau(E-HkQ8_rK-7|y&fi2l9IP!cjy-0-6Yk3u+Lvf+38 zzTtRtw7_2AK-hKEcTvW(CpZo5KC7p@IA4^-8qQEui-ki2CwaqJ!G<&jm-08A+(dKWLuNV!ppaHaGYY@v#s7!&W%u@B}#cCY- zkiZqp0tX60ok>B4l6ofvqq9Nhq8`!aMa~Rlqd&tReh5Jm#yQdk8Y+KVhF6`e7)t(r zGWauCz00l;sOYM6|NRzeNb7+xY~_FcioEyu7Khifz4@P3M93FO>;WSZl*;kzxwQ@! z@@;rl+L00ezTUsT=A>UWM=%6pWqGVsipVbwfhJ9G>i@i~6BW-_z5jg&I z;g%bi1-A;2d;I3elv(lb?L79=W++J)a4`7yO-g{fT8u7$`Oj@UtNL1`V1)C}i<=zA zmHc;wMUiYbb%LJ_A=g6U&j2rr4Q&STs^ySuwU6-pNU%euipWzSUC8Qtt7X_1y=EvJ z+{Cp;6>MEWR;Wcj?klbSQ3HyQPkOgm6IiQGLioq20>~n-1UEf>kb|{RooQ9^%lP0p zM=Ku_3rjky58WforD~=)@83(Qih)bv9>=aMxe~GnJl{NH;-HIAsh|r?Z2h#}E5RNL znJvBcW{T_q@;4DqpZ20q5^#7~t%cHqm z+wYa6LefB_l$nG~3DJO4l(8f;WvFBbg+wA`$dGx?T*+7=G7p)HBqBqGM8-NY#CPBI zzVG_|^Rw1j>zvak&+~bn`@Zh$+Sk7J&iR~Ys{Hq9dj47q@N;($=YRkBas;b3s-*S* zd%l0)Ld5qF%0FwG+|r=)@Z5r=>$0S7fmJH>(-3t?Q38;5I%QCK1bUH>ZiZSZX|n*b z+2h#1rbxKUArl`p{Qd2`%j!}e4xtCxa_3j zCi=<}(DL1e$_@ty*j=HcJGTDs+w4@tDS>o>gmsMD<7_1-IjW?JhrU8lsQwTp^YTQn zOZRJKA{9^UP&#XS1bH5abx{CN4l8yZM74{=1KBBw2sjUD*PocaG$>`1-$nczA!LOz z5C|AowtIU0k-d0AF86lJxyAxCx1AlT@6Wm_$j*KjST1m@yT#;>YZhE&%h@6ycU%!; z322*~TR;UtffEr37nVPf;*$*^Y~5Ok z2EUSt2|EHR9L|V7D53Wxrrv*AGdc(JY_ta+rKfwNu0f^*?_+@I-XOCO=|M|N0Z0Z| zywD*xDPp<_eOPE0;>_h3=oatC{S@gzOneUagEVz#UVi?}f(sxXblTHovh(utLf_iq z6#~hhgDvuPpoM&X_5tf2)Z+u%ApZ2rd4ctZjtfzdK##Pb=Q@q^>pl5hO;Gbw#9PGF zdZk%DQVj{mM~27FFK55JSjFz!sMWT$$Cj%@z})o|^ZqM$rR5vFQbWVGYwG3sKpyyY z=i$Ry$2ZtE|D2!Swrkf@|CV1O*15U4K=`SwlaPpIOJYfa7v#3soqV#lXmp+w>X0IjSfHXu8PIH|*)6v;A*%IECw2L? z8wN>HQ34p9hKP+Vgm3Vcu&5}*xw9B!nrmUr>;wLCV9H^E^9Ch*7&BG~e=_%gA=sl){wId&*jQOFCZ3_4!Wr@2a+^Qs2~z z5BCj|$+wW@s`1nA+|_d{Iytt6%a4!Vs*E>o!XV$j#+2)X=i-4(r_9Lva}jo9Mc3%A z8VJ@s|FxUHAwrYoNBo4zzu9IA%r)ECE;jFwji=k+z^nUtOOMRQb5eMT`@9%gS>2)z zAsn(twvJ}oktYxbKs>eAszCGn`F{|zNJ&FvY*6Y0`gsTp3#Dw#A?x)4 zSC3vw3!dW!7o8yYma zZ#g?lqV?R>)kRe2peSQ35|#1zG0BHPRwmpze?<<|ZLB%+w&F#-R;BZ=r|=Gvo)_r} zN?hx%hQLn~C~pgkon;TuvQJIDhdK$b@MD2B8@^F>bv3Pa_xVmH-i>XQ4P45PPZ~C` zNo)@u64qRpRN}uP&9@=;g{)@M@HgQRVRKg%n{m_Y{naN`j!A_T$5q6cOWv~G{O*Vt z&)0Uo7L~L-iNe-wyIv8k=aIstMl``iK%ei9cyce$~tsoGLvF2LI5#N}%uyIf(DiwnXFkr)LY=8FbcCGy`%3pPWtE7u$kq@CI`daj`?X68{o6veDk(ALT^e5FyvF%ZPGO4w z4);^KS{hn1-sU$FR(jQ221D98+;p|_)R?*Ss%95V1#}C%QUecMavft;V$*H0GF_MJ z5$&LSL9#5gEyRRdCH4*a(R})hGOk@moo)H%rub@CZ;Z0CXw7Pm2|c#g%6ksdRp7If zH7#YT=BLsU?Pce;b3yvxXZYN5qnVkIfRx+IaSP+BJcXtN&Exg43o2dM7&dnH?JNPxb5YT9@t#DL;P6Xj@93P zb2ahZ_BS1NH|~o&D?r~vohop4k`ntjg5S||?x)Q*Y-&O1W`nQ6$MizuX$MaK;Y!!R z#eo?|948)%tnkf=-|@{yD4~6f)n2`T)4IDOE~F!Xed z-~J5A-A}R{O*V$r2hMrZ4QJ}E?9J4v4skeOB#(_f>oocHoh zYWB6n<*8QTPqXZ*GUrr;#zKD^GtYB!*{-tj^SY&ZDi^I>9rZFT=~>z<7nR^r8rH76 zvR$=gVyI$xD(BI%_?|%R`Vc1i*hz=MOqYmWDmmkt2Jz+J=7%R_Z}<2`WL>-*9IsBF zm003JsjRGG9W|`4H6e&e#c}Oi;a`qoIfLG+xzbBKnLTPP(v9ZrITL(t`jgS;1a5V{ zNh*ubEFBP9P7#Y4QtrBdx9QuT^UJxAR0m8PThyp!r>T#t159VSTik-Y=!f&~#BN|m z=aiK6yb+BJvd?dXM1HykrBi=~)66hp1wMtYuMPM1jxqb|kGjU8&VLM$1J4+ocfd{c zI98cCx3D(Qi1G{5?|Wf#F^W^g%D-x37X)++RI1ARrIwB{M(o&PE*vED%rn+Nbi|;) zTth)Nt-9kCgRhlZmdHJh$uez6W=cE^R)$r`+AcBaG3PDZISG<2eN#_2%OS zYsM(G>=f5g(YNr_Z3t@lWw~u+y(q;4uk|b;zPu;b`y?0gMn(71nVY@VJ2BZ_W5??7M_749<;PJeb(I2u8M zf)9Yb;i(cThl2yMIU)C-4vNpT9!5ti!NE{AK`!GmVlAO!Y0PkmMx93Hfa)9=4xm1q zLdZO}Y8#pZ@ZCU1mztbR35FI16gGQ%puTXTD``O{h~_J?f56Z}4CRk1ivMx}nri{x zhlOYjS{f#LiQjP_8Wag63^wMyetv1 zp6}Z3G83J;!n6<_Z+BlWOC?tg|BE$Bn}4VzXSY@UqHZoTqE;0gWR`o2UCn|=r0s+L6E^_Q`tP`X`36 zwTj+rG%Hjc(T&ELZ_3tdMwe}kj&B>Y4U%0t zydu0hVeu>W(a#HlR{WB;%c6a?OH4LWRm9ynm>ycwsO(f?yj%5vPSafdE=O*)EAjwF z6pBA9N*JnsVn-Ri2q~!lFcA>6fYx=PB!e=OG|I9b*QM_hpI`5aQ>iPo{qm-9*Eh|_ zh0)l8@PViT3oI(C9-WzY<3GV+h$cFI7#9F2j_MRuGw6*TO#8BefiwO)+3VM3SvxvM zsAd#EOrub3A<@4Gmo#K}!r+5J(99!zZ`KZUGaVen@yZoaHBca*!h1addj*i$0AuC@ zbwnBpK~^3Vrj87QEST6v2Ngp<#A>2lRSxj&!-RxZCy-Pa7$-Y305^OVb-uUIR8Ei|dR`bQXM?p>NO@gJd+S-np8 zg=wY9@LQE|e3FdlQ?2i{!q;RKX@_>C=DT#n1c?RIwTiObJSl!v+gNZQs!Tv*?Qr8( z3=j55g(M zgyUoV-mISC-WKk)UaG#RF!=44QPI9%>lz~>rhAfWs+pZHOBz*($?pE`?vQz<-fSh7 z)&Eo%C-b9yj;`cfQ}_cfc7mZ<2M>uzQF9d=CJG?tCT%IFDw+qCw*UbLO>j$3CZ;9< zoBav_`&Atva!=;3+C!xbJ)EVSipjx%E&9zA&^1Rh>Ca!=v!~@|*-~%6S$W@lv$d;e z;f2_`)Xp3gx1iKOv-as(dcGJtX}i)~&wyI*3#Ilg3hROo3%Cq0`|21Bt~(|4=wq(0+pGM@!9f#WWhGwy zLQiq=W68IXiRPq44my=xD##BpY~f3DToG9tvHfgy*z{Kq#m~RfrTL=D{3)4w(nXy+ z52U3OMoK4i-_8HmsZ?FBDK?d|YLMojT8`skx%$t|ZQdhlvjJR|Vn{?3`$l^5bow}VVLfHCUqow6n+W3js+K3}cwpBt==ViQW#s$sdSs6>GMK`e+ z3_Utrvppg-*S=$oz~=Idy4guhmy0c|N+Z96Je=f=bN#da;<0})w?VJ;Z&Op}y+mFV z6wnuEZ+@PsTTM?dFeIeBY1!fF?l?=wZ~NjqSN-YCzv+|8#PAfE*hYCsXSLEs2Bk!1 zjqX708-yy47;5GRQ+@x1bJjRh}Egasxo>hgq<)}xye-Tw4jo|Fs2e@`M)45e{ zx!bdsKU;2^EG%8ua959>)TMuJ%kWx+LDk}V(UpPJ(3R`Vrm2l@chT(>4xaC)k zSj&x1c|DHq{Pk`w!KfpCMKpt^D)ex0Tiz0%e>+|Lzt=e#HFTnZ(%94qx1DdM-oM%+ z&1N|~^rLUqEijNKeo(o6aYS{Yi|4+}_~R*!oer;ZZ_zY{yC}ZPX3|_%$hIAPGFawz z_SisnnexC6m%=~zVZ+>l3zPs|*1`)8NqDv#G$uuM_$qC4{S=VJfloD>E(q~acg zhHgjaO%-bw@Oi~U{Rlv57%-(E=BpVubI^|gx{hB`X8fE#lAwh*)985er#mYG+j-)m#QI| z9Q1x%@;&XI0hjti-t_w44*09Qjq9DKvOfRdf!dV|#sBX8(4W;f@U3=alNABht5d(h zfDxe(rt-(WLrNLJPF+`5I^(w=CNeX1USQB|lcj{N&HUl0=8^uit4TQjaJt5-3`-Ao z`lEqUP{0(?xXL~Hv(wNVeSCBVsm?gLq6@V=a;U7rB-iMLjuX%u3z$5{PrT~r?5sm= zPyS)*aUeh`?yr3)5x$ zdR3?Ii8Ol8R{Gq2aH_6+O)r@?qti;f)hH70a%1jJ;-`izrud;QdZ|Zt5Eis%-r@e- zzF#C>uQGrC%eUJ%$c`JD*FSViQQCN%K5wv|t3-<}(t*a!W$_=Gg`tPbU(o3tlmH5=kCJNL8xHtfH_b#GXeEBS`___x-F!U>~=ZAJG?DI1EkZ~i_c zw>TCfCVtJVE2QK7tNGl)e^h6a&E*mu`e(^PwtYwXuW$%#-Lwp1EfM`Ac0uc3xG{j- zNcy$te{=coRzgzPD!XK9Gbf&V1_huXplk=`NqsYp>)=6*nN}_S97k){$fjV+ zph*2qV}ke&7rlzf_~^3X{K%1%_1&9qmuFG=Ewp-XeK(La@`6dbSIUDYUgtFb&yu1E z)spaq?R_l?C%<(o{p-+Tq{wP?q&jO+epBOJW!0jL3%}Q9i=P>iUY%JN^-4>2p`E5A zhut^5G_Lh+2Vdrd&gCP}kp7>StX1MfL^g_os)yRLpFwefCYPA^XLtL#^)#y{Sf!p-x=XfTL@GuUF?SI!UfGRI z3+B&I3|Zs$6+)_)Ei8zlHBR54=xASH9pgXS-oCxlInD(*AH$OX{4g0&T|-sIHfL9) zN9@eN%lJ!*1+b39QM>rYf$Y*ne(<{Gz+=anCY}vC-`S?j3qC!5`jmr{(-V0+9GjTY zLx=kzJ^?V~!n1<`@>wE=;Q!5YP$1VT-irG&wvCkV>GKN*1G znImB()35a@zE+-28EF}~PgNtoM(|F?{ZJKUdFpDBs=Y%zPV|jm<33TxkVYFWMe!w<6}PPFye!@bzrsPPrjI559Xqx;vAY@d zsnv;lS2NQebm*ihnGM;fJa~IqH$J7EM9c`33UeQHt!<%l4~7L%U`83RG*y-W^pGfB z6BzqVFb8OD@C{F%&M~ ztPs-7%Bb6lHxXZ*n6N~tf)!TsqfMFUV59%$`g`1vj4^=5g^R=8#1?H~Q9!5!s)iaT zh5(f)V#32~Z_oGsV>Xgn7W3(q!+w}^8J;?Qx*AqHpFg(%LXCnT1yJqu1lQ=|snQs* zP*AYKz|#ythYS&>AkxD@*$zY!P48fU!iu>)`tn;>dMqA|2|t}$XNMM#b&?) zfk6o|c*NWR`YSjf(N6)(D|UxA+u`e;Q0)#t#fFqVS6d(@C1o1Jl`&wkfxFrAThC!p%@rT)zqp4jGHx{q!}5ta{$y4c*80DJx?` zOAF==ph}P`0&`KD*&IO$+qh4#uPeO-8R{Gc64p!8=;1jpZWZ+Y;7$%4{oKg9>|=L!3WO|_0tGP zYurzc`4GS6+Gq;L)FZbqk9xR2|LzFX&YKXw@xtKO{%1@ag{*ZJ?D=`C>dMvzVH^f)cS_UrdN?I%p>nJNVTlXx7HXc`uF&mf!d5P?Qt2emIXEw_Cv1w%7r3MW2Z1@9DNV6l?6cgd6) zp`_sK$E+;6sb=kIXU=MALH@o9zn4!yU#cfSBhGr4^XdKZrh3g*3@bR4J-II8$JLE37@E+Q5(aZhe!r9zx*xwlB+ zQud1HlNR19SGV!$*l6i}H}uN#)}rC9PfxvXl~l;J_3Ik1Cr>l{I99Lraj#zOeP6P& zR_M2_=;PIe7l~V$23_oa40Aw~~lfsuCu zz89H10k@Snx?+%oFzvAQ)@%U_4&MVW9d`vRVa-WpWuiWh*-KI99~K7AV_cwY!`n`& ze%o|Ja|ZHW9uZ{@362zV|$E@S*(fE#b=`L3f99dz@@b3iWd?7{{%oUnr#h&Y-m1hZ z8R%`l|5)9I*M_UE(JmFov&yPnQRAzgg;pW|Wvcn%DJ4^Oz5YU-$2z|Sd$*NU zZA%44SytWP>k`lV;I7&>^|R`I-;#tG-ky5A1p#u&XsMmAjp@JIm)7eo=Tjp<+c80tVg z@bcx+Ov)pni;K=^CZiHeOiiVlj_4-L<}meUuvtMyp}r$uwi?qU zyxQ6}|MMs5CP~FLi1qjJKOa1tBoLXDwGqoU-AfxEK{*imDv;4~DhRZ&Wu5v$#q!N`K7<=LFHOF@T zq3MCAfu@@Os_}pAU!f{mo(SvAXjm0oP`}qB`XWT`$P#B*+GCf|QTiZJn1^f9erHSo(+dseS={*Ce4k93j}MteU6#klV}U8}fVey0)Ur8XtW?0v_x z;?I3$R@I+d$=;&mK1+OXKjm?gUp(u%?zpeJyUBO!QN^8r9D1K$?XUVq1$AUo+O3|EyHYa0IZ7I$`5_4{&%rv99wl-GxfM5GCXB z4KmU2v#!6y!a$pzlCov9_qItltDZvlF3UadI)!OrOcf=4QxGWXm)yENWX1&R!_&2@ z&R3qjTy2ZBNK_=o$W>)#NpP@Mpgh)wQBuXlo>BG5f#& ze3pM%;+;o9QcwUXbZRLmmSvyqlTA^J(7BuX87|K zAH7+A!vdZT|pTi zq6WsWXCN%n_W834IBe&$4N_sch4jauc$XIgeef#3ca=NxycaLTotT8h=87SPfox~% zW^c@P!%Z1y8?wmS;p@RrB*@nNjA^Nh7r$hDQDA3)bdfKTn}N!E0tO|KT*~1&wqFzl z4NBg?==9W?GsD0$QVI*9pH)c!4R`?K6aygag|b6aSGTdeoC35c@P%(xkKQQmC4v+{ zNsti|P6}iwU=B!V=0J)mpdeUoDZx`Bza`jB#r*{idGh0b3NxkDdmQh;-HcGXz>r7$ z-G>2n{08E=jIap~#6@IZdWAObSYK};!4fTgRWbCj<7_<-5fvwe8L<4Bt{$PXWf2s$ zgfBL~v@nt1O0P?ftbj`1Mc4-N>D@pg0(Qn9zxc&l+v!@NxpvNRC*%(*ph zMRYXKwIUot01W0RGquTtz0Vh0!+$d7(oI13<(ypPD1}3i8A*J z5Z1urg5{G7sy;HEjyYc3b*S3SE>wa)znw$FqY)|*-oJmurKY5)85j^(EYP8D&szN_ zkq{G`M&6^LrdEzWA?F_|JrI8oKt2LE!0Cr_3ko4e22Ckxsm8G&hEX6U!)^ei?MV!X5(l;MK5W|sf>QBZ$ZWw=1h`qqv6^3-HJTDnG-P>B~#R2(@ z)!vr)BaJ9q9>z>XA?d^w<9cMQ9B$t1v#otF*(VQuP8f?6y8b4+Pl-1Q%sV=4HL&MV ztAeSHu_sUu@fg7GlKJuWMC561@Ip?)sS=eiET(G5`Q#SACWGAvb1Izm#z^Cc{ugF- z&^a0#ANQkTgMLD_tv?ajSi!V}H-Lzw zB+*gC3(M3kcz_WQazT6^btr6aQ6WKwmk%0RCiLTmJ!^xK*174dWitD!MjSY_(lMjtQc$#&H2iH^wuqDL$}}J zXp~{}nc==X27=81;GpsgLG;J{#*T7JRJPnF? zLz5O?@^rk+;YY6a(8Me*j)A}*&LMEf-;p3eSAsQ+NpW)Ni8fa$c%S{ zfis4(X(6x)kPT1W=&PG45VM=U(L z_o$&E8)^_-I#X-hCx^w0F@pBqaSo-FE=vg%36Pjz$8#`OMAr>`T47obcrD>%s&8rG zM!AipgY#!6Z3w1gupQ)9mqj6;J=6b-7-Qpg9Qy1?StSgkJiRj4-Eg%M-iZ<%BOiOR zmwGWn^XWVM$O1FwZ-4I=-{UmIK<4f-0Tq1G6FVAmPJ^Scd_DLV2+J7i^z)!I&QtrKW2}VK4sH)9)+-z zl`}t&X*rCor$F^Dp_R$-CgI8g0={#U!o)ZDx;cj{SI zRL7Mw8GhGxl8p^qxNcmZ4eSJr5hIK>!{icLPBP2WRWmuRzj7}cyZLunrX?oseRQo5 zrg;Xpf1V=%1rBgfAALKWydKTn57T3AM$nS9>8F5ba)mH0&f5mqdh#7OaAwlic&B7s zi@LH`b&w6XD6$_%wVHz?M4RC=el$N9Atoz{F#hJjoY=6!T8(N=Q{%H zk)Pzju3G0&p-$Q027^6}ArXnL3q{vWkNa#^!_fhu#HpPkeOJAV)wHx~K|7Xon&osY zOTdmN(`-&o3mN&ZSNR{-R|B=d690m}ell?JqQ(QDUjjS^ZG8X@5sH%ON*X{zsAWA< zK3_Zm_AsQVQ2AuDgEAa#Rk>Bc#r&?7S?$&Eq$GAId4hJ#@y*Haja+&eKdwxEiiB#E412D5 z85`}a^_gWjn7fr}UYT!0l`twj4kg{5Yi>99Sv;(_|J25M5kzLlNpKzVd!wIJt|Kph ziM5^f>fc|(to)xxzUjUKdF1e~+Zj`H=g+_X{qLT4xHO#?RlKbhA`cGeJokbA7e;3zOVHs$mjVNDR*Zix6l^O`GNLz<;fUN=zt{8s zW=C(1JYpe__CG%&+`P!7|N9es@Yw&-D3VES+?4tECdq{_omL~4{qN7k>j~SwxL)gqJbrp}@qYLw`P1#Mb*Q zst$Yg-2k0y8QYzem6d^J^4n*HkS0>WkB{d&a~wI}@iXLlz1TdS;s3q6H?I>FnEwB_ zcX#c7o;bM}^R_=v{qH02c@vpP-pYS}YS;Z)Z2$RUBHYVtA6G}gbDFqez Jtm8&^{||O&e3JkG literal 0 HcmV?d00001 diff --git a/troubleshooting/index.html b/troubleshooting/index.html index 6506bb79a..87e528736 100644 --- a/troubleshooting/index.html +++ b/troubleshooting/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + +

@@ -60,7 +60,7 @@ Harpy - +
diff --git a/utilities/index.html b/utilities/index.html index 34f5aa78f..58bbfbd8f 100644 --- a/utilities/index.html +++ b/utilities/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + + @@ -60,7 +60,7 @@ Harpy - + @@ -509,6 +509,18 @@

Rename a sam/bam file and modify the @RG tag of the alignment file to reflect the change for both ID and SM. This process creates a new file new_name.bam and you may use -d to delete the original file. Requires samtools.

+ +

+ # + separate_singletons +

+ +
+
separate_singletons -t threads -b barcode_tag -s singletons.bam input.bam > output.bam
+
+

Isolate singleton and non-singleton linked-read BAM records into separate files. Singletons +refers to barcodes that have only one unpaired or paired read, meaning the barcode doesn't +actually link and reads togeher.

# diff --git a/workflows/align/bwa/index.html b/workflows/align/bwa/index.html index 8f092579c..ee5b045de 100644 --- a/workflows/align/bwa/index.html +++ b/workflows/align/bwa/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -63,7 +63,7 @@ Harpy - + diff --git a/workflows/align/ema/index.html b/workflows/align/ema/index.html index fa1900738..a16888035 100644 --- a/workflows/align/ema/index.html +++ b/workflows/align/ema/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -63,7 +63,7 @@ Harpy - + diff --git a/workflows/align/index.html b/workflows/align/index.html index d31d05bfe..be88d0c7a 100644 --- a/workflows/align/index.html +++ b/workflows/align/index.html @@ -4,7 +4,7 @@ - + @@ -32,11 +32,11 @@ - + - + - +
@@ -57,7 +57,7 @@ Harpy - +
diff --git a/workflows/align/strobe/index.html b/workflows/align/strobe/index.html index 60b449f20..c03a57ecc 100644 --- a/workflows/align/strobe/index.html +++ b/workflows/align/strobe/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -63,7 +63,7 @@ Harpy - + diff --git a/workflows/assembly/index.html b/workflows/assembly/index.html index 40e2d7f9e..c5d941a18 100644 --- a/workflows/assembly/index.html +++ b/workflows/assembly/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/deconvolve/index.html b/workflows/deconvolve/index.html index ebe24bf68..5da199328 100644 --- a/workflows/deconvolve/index.html +++ b/workflows/deconvolve/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + + @@ -60,7 +60,7 @@ Harpy - + diff --git a/workflows/demultiplex/index.html b/workflows/demultiplex/index.html index 2bfe72e00..710f0d24e 100644 --- a/workflows/demultiplex/index.html +++ b/workflows/demultiplex/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/impute/index.html b/workflows/impute/index.html index 6c9159ab9..7583cfedd 100644 --- a/workflows/impute/index.html +++ b/workflows/impute/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -63,7 +63,7 @@ Harpy - + diff --git a/workflows/metassembly/index.html b/workflows/metassembly/index.html index fe73df49b..f391ba4f0 100644 --- a/workflows/metassembly/index.html +++ b/workflows/metassembly/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/other/index.html b/workflows/other/index.html index ab3b3cd1c..977e22471 100644 --- a/workflows/other/index.html +++ b/workflows/other/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + +
@@ -58,7 +58,7 @@ Harpy - +
@@ -290,8 +290,8 @@

Other Harpy modules

-

On this page you'll find Harpy functions that aren't standalone workflows. These may create necessary inputs, continue where you left off, -or view important workflow files.

+

On this page you'll find Harpy functions that aren't standalone workflows. These may create ancillary inputs, continue where you left off, +view important workflow files, etc.

# @@ -308,6 +308,10 @@

+downsample +Downsample BAM or FASTQ files by barcode + + imputeparams Create a template imputation parameter file @@ -327,6 +331,99 @@

+ +

+ # + downsample +

+ +

While downsampling (subsampling) FASTQ and BAM files is relatively simple with tools such as awk, samtools, seqtk, seqkit, etc., +Harpy offers the downsample module, which allows you to downsample a BAM file (or paired-end FASTQ) by barcodes. That means you can +keep all the reads associated with d number of barcodes.

+
+
usage
+
# a BAM file
+harpy downsample OPTIONS... INPUT(S)...
+
+ +

+ # + arguments +

+ +
+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
argumentshort namedefaultdescription
INPUT(S) + required + One BAM file or both read files from a paired-end FASTQ pair
--downsample-d + required + Number of barcodes to downsample to
--invalid-ikeepStrategy to handle invalid/missing barcodes [keep,drop]
--bx-tag-bBXThe header tag with the barcode + alphanumeric + + 2 characters +
--prefix-pdownsampledPrefix for output files
--random-seedRandom seed for sampling + optional +
--threads-t4Number of threads to use
--quietDon't show output text while running
+
+

# @@ -345,9 +442,9 @@

example
harpy imputeparams -o params.stitch
- +

- # + # arguments

@@ -406,9 +503,9 @@

usage
harpy resume [--conda] DIRECTORY
- +

- # + # arguments

@@ -418,7 +515,6 @@

argument short name -type description @@ -426,7 +522,6 @@

DIRECTORY -file/directory paths required Output directory of an existing harpy workflow @@ -434,7 +529,6 @@

--conda -toggle Generate a /workflow/envs folder with the necessary conda enviroments @@ -467,9 +561,9 @@

usage example
harpy popgroup -o samples.groups data/
- +

- # + # arguments

@@ -479,7 +573,6 @@

argument short name -type description @@ -487,7 +580,6 @@

INPUTS -file/directory paths required Files or directories containing input FASTQ/BAM files @@ -495,7 +587,6 @@

--output -o -file path required Name of the output file @@ -548,9 +639,9 @@

example
harpy view Align/bwa
- +

- # + # arguments

diff --git a/workflows/phase/index.html b/workflows/phase/index.html index aa0b38050..7067cc50d 100644 --- a/workflows/phase/index.html +++ b/workflows/phase/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/preflight/index.html b/workflows/preflight/index.html index 7caa7a032..c126b814f 100644 --- a/workflows/preflight/index.html +++ b/workflows/preflight/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + +
@@ -60,7 +60,7 @@ Harpy - +
@@ -422,7 +422,6 @@

argument short name -default description @@ -430,7 +429,6 @@

INPUTS - required Files or directories containing input fastq or bam files diff --git a/workflows/qc/index.html b/workflows/qc/index.html index d05ad2ab1..0ce3a71aa 100644 --- a/workflows/qc/index.html +++ b/workflows/qc/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/simulate/index.html b/workflows/simulate/index.html index 78d12d8e6..d8b829d30 100644 --- a/workflows/simulate/index.html +++ b/workflows/simulate/index.html @@ -4,7 +4,7 @@ - + @@ -32,11 +32,11 @@ - + - + - +
@@ -57,7 +57,7 @@ Harpy - +
diff --git a/workflows/simulate/simulate-linkedreads/index.html b/workflows/simulate/simulate-linkedreads/index.html index b0c4dd4bf..350c12b24 100644 --- a/workflows/simulate/simulate-linkedreads/index.html +++ b/workflows/simulate/simulate-linkedreads/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -63,7 +63,7 @@ Harpy - + diff --git a/workflows/simulate/simulate-variants/index.html b/workflows/simulate/simulate-variants/index.html index 38a2bf9b6..c29b20c0c 100644 --- a/workflows/simulate/simulate-variants/index.html +++ b/workflows/simulate/simulate-variants/index.html @@ -4,7 +4,7 @@ - + @@ -32,12 +32,12 @@ - + - + - - + + @@ -59,7 +59,7 @@ Harpy - + diff --git a/workflows/snp/index.html b/workflows/snp/index.html index 16f02ad04..eee2520f2 100644 --- a/workflows/snp/index.html +++ b/workflows/snp/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/sv/index.html b/workflows/sv/index.html index 7894d6068..7e523983d 100644 --- a/workflows/sv/index.html +++ b/workflows/sv/index.html @@ -4,7 +4,7 @@ - + @@ -32,11 +32,11 @@ - + - + - +
@@ -57,7 +57,7 @@ Harpy - +
diff --git a/workflows/sv/leviathan/index.html b/workflows/sv/leviathan/index.html index 7f9723766..18fd23de3 100644 --- a/workflows/sv/leviathan/index.html +++ b/workflows/sv/leviathan/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - + diff --git a/workflows/sv/naibr/index.html b/workflows/sv/naibr/index.html index e992cdc59..e7dfe9b1e 100644 --- a/workflows/sv/naibr/index.html +++ b/workflows/sv/naibr/index.html @@ -4,7 +4,7 @@ - + @@ -34,12 +34,12 @@ - + - + - - + + @@ -61,7 +61,7 @@ Harpy - +

)Toc)m&V}>{R)7Y2fXigC$9^}bnI+;i;Ou6sXflSaPR)D7^gg9&;`Y^L@$(E*35O7-m+Ai{Y2|d z=HqjAZc%a&Xgk18;9JUW+H_WRvfZ?|nwu)9^OS!{Go9Lxxr5Gio{yQ~A}%a(UH*yORsz(DPI8C4tXNUd|M?QA%{SNTrI zJl6dUUaNP#R?JM)Yd)BLyGLex*t)Z-AVzJ=KmzYZG|HnihnGOx%u~1a{eC@h-espZ zhknXn5u$&~8+1?Sap0ig1SDPO2mVJVL617OIKCp5WuEx7q4$k@eM60fSs6}n%HC+I z2Ip@7S@N?E))c~qk+2af0Hl#O(w4KDgoZjNp-S-UalOpePQ#b8dh2Iy1%hpBlCl-s zt!4qvM%#in&RWZS(8%&wQu+4UbWHIowV8qpm~w)Mf>;Vjs;n7ysRb!fTI=@@TrEQ0s33+a(gZC0dt8O#QH@|8HKuoSY-+ef@J8T7g6YT#2>Wc3 zQ@Mh%#g1^N78r)<2Giij9N)B^Q}jhn9EzCC1QhX_EzbzD!GBLJdiA!;XYHn1J(&g2CF^Rq8ztz9?%`(Y_0vRTxcp%~Ca6HbDwVL+bJu#O--($Uov{K2< z9fypGRn-=f`8YhTbJr2acf5y|&*M*wDXLGjF)O8m?wDgFyrC8J-~qSMeVGU6jw2SInSW zh%ZRo+%v3;JFee<6pi|Hl{q3l0P;R&;rg&4@S9+KX5>Hq*FpT-&}BV+*;~l5eCXpr+rFAU#tAVO{tUvG zE3eO7r-~ujFXLLfUp7i}&;Bi~E%MxcsgS5%wk}wr>5N$vE8M+ ziq^^S821{J51Xoh8Zh+BjH|3yd1<c)`vMaG@K4}{6U!4e5J}n%$qMqPzS0n;@DYag6#dQL-zYBb^B)(p0vu}Qz8SixU zBj&dEJ*oY7tkp!dDeCd`#U>d9^p4rq1Ah!@JT$le#_iQQ;`g%J|M?@mM~kC3Q3G=t z+#B|h8d|Q$Z4EJyaSpGjJ%;#qL><{t!*qa(VvMxbOFIE;^Sz_BGH)0=0#&^|<$g+h z9rQHeVXv{xNZl--Pwb-pp{-L>$M`zpPD|SX=;Hq7=f{-qa_JK{H&#EWH}ltAcWkY7 z+bK`|!pPT&T@3n6$W}683MW=E9CKO<4N@ajsi*S$P51BFCA{p4t6fUOD-}s$kd4fH zUS;1J!~=-e?Z`-4YD>szXjn~-BuNu7f2r$J0vacbIqt}D%bfJcY@W3ot{qdKqa9;z|FU$hF6hW-jcV=-(|kF6qWTIQ43=2J&F_c zqh=o=A7NSaBjuMgj&#q zUMpP1b%v_xtc=MnnFmU{m}qOO%FK| zQ=xB6_4L7;3`z#H-+Fgc6Q=PRSL>tYpN>l>{cOMzN}1?IfLk+Hf*M@4KRgb6a`AfZ zP=w5HYC2W6h7h&B8G`mb=yK^KeLuc&=32Zxqtd$TH31-zzx?a#2>hR1qQ#y6O`sUx zZnBy`hxKuFIt5CI9x-?t3IsY+$#<+Etj_DhG2}qt24t{XZ!P9h38(;01_iWQ5Re(q z{M4yn3`p>P<#XF3@OxPZ2)?yo7joXXz{1)=a<$f z{!|YmUimt$Q#Kvfb8!7Nb4boN_ytgiJGIvl2oq|`$VG-76}c=Qt4RiFa9f$xtExPy zm^1hvNVhL_e%Jst&+GbSw=Fp49`xdvvq-WkYI@&rjIDZ_|HzBaNK?@2HooFGJC|aa zXQ_XC!34Fo>66ZOG`Al$;`9A91tm2wlKARjk_|gy&X0(F*u9EL0zZz89EpB1BejV< zIyjR*5oT*Cd=R<1>+5!G^T(0Yv5VKU{X{1W;}q7*b8|UXmhmn#(WYJOsAZplrSs2&5g!Boxntq-MY^jDfGofyzE}65058&_qO{G-uq**<Wcn@}MgL3Zn#QN9%YglZ3}G1{tabBf5JMusRZl>%5nRrSe9{ra z2?2D)pe!O|wC?M(1+BNyS2;zhoqucpOiCT*pBO@b)${9jZ zE;sTgj-&t$tS*0^12c$TqU7tV;Q*$bRn=wb3_uW$Nu?QaCFCQdpQ2)J2V@@veJ|v< z)%2X;2ov7T^oM}%!aGy<{-RD;2_w=WaJ-wRnhdu1K0E!{`V0R zvj1-kY7_tjmuB9* zBgvqkV8_AaG^-GnY;?xL(C%Y#e$*ut9guyj;w?;l3+TsTPNrXkLl<$`!z zKo>CjObv1q{p6A^;I*Zhnc1(<7fX@Or>};y>yk$AsEx!n-Hd^OxYrxE7n-@csYTc= zgj5!ycr1g-y_DD#+6;Y{6bBg>?iVv-WGM_W(L_4@!)->f#FFK8~d>+T?dCYG5& zLElP&u-ZC>zI4Ak2Xf=X_t@U()TyMEPK5_N^T%;yCU~vztLn7 z?<-~HJ{lk5*EhD8q4!_7XF@CW^N4P*C(ooIjQv0A|0e65fK%P^vMbwN)1p!+U2nHD3! zd_DKkO|Mw-gSvqcm%50q`E`?uc!Rs9x*rPvJ^)HB)PoK%Co#=+3}&N?w%^{HwB#6dQ#)*e4EN8%_Nho*HPtV&CYYp|6~DrckGuMKOrs~ ziVvA>xC4mDV&L=b_kk_XxPGeMJmgYP(h7fB>rQj<`dU;UiAuJZm4Fot#gl+XiqU?jcl?zac#q1DuG+LiiD=%Uq~0&`yYQl$+P?ug(Zuzah2xt!k`Pw!JBZEU z+YET*mSzVrY$UtCRTM$~%-?OiJ$d)~Vyk!fL7q)bu(3p1M}J9h<#L^RM6>&AOWK2X zscR4+?&|#~SAE@pBJzr+62Z9l!7Wh0vdi_hTzK?znc#<%xK&0({Ml-u?Bj&lTER38 z6keTd37bmF+XkJL5<1O<404GbI?snEV*4*Vj`k`>dMV)@)M(wPIX13jqHDIRjoU12 zrJoLB{$~O!*J&=t<0E7MIs)GgHOcp@xl8pb-v8)ogdP)OWJq8 zoK0N7@90eGg`=Tz9Y5pK4iDlF$MK9Ga!Pa#_L~0qt{X-<7cCdIs7m(q7<;8UXKL}L z@*N~6P6iy!6CdlL)Kw=AKN z0Y}r!JgfO< z&1)_x#Lw9%S%mn44E|K-@UvEB*n3~T#$TGP9S1d|L37PO-={6tXer?MAj_bLO0q$G zHeT@rz>5noz5V_$&1zhQ{UmS&-|?u!^(}uDtj7f^Fp>XhowXC3_j!3|9g$@~F% z1qKEb-+@2qq3$b)H8d*FN`x;pb26pBAO2}sLp5-5wx|44RF)=y+hXwazKWu4cIx39 zTwZzRVr9$*)lXIy54E%OcQH+XWJ!-A_q8}-P^rhA#QoK_NdKnISX=vqo!y+RsJ3Fn zOT(L*7{PFl%K5KNSCJ{8QlCJW+4ymbdsxmgj(9bn+1)>oW+7M2-GT_+eiO(E4l`_kLYUKh_ z@rTYgck;74zSg{&F*XigD?s_8@^c1Ur}M2tUQFuUaoQJRne7|~+1I+*(~Am*l#MQs z^A-WBY^c%!*8w;XV^_OdT6KJg@i;Zff%yN8_UF} z`X{4CD=e-pI@zY{c)?wVX0F@tME2CG)p0GT3coJ(ou=YuY!y;gvNNuQm@1`|fPhVg z#?<0SetVxMSyKWU{3`jUfnVItgy>fh4;(+i7(EByo-Rpc%27JbjCyQ10rQ)81M}nB zYY`%Q-&_vPI&^}dhL41KFQ+{LbtM-+iX9mLC`O;3ataHHf%Vy`gC@6sUl9$bCP^!K zkUaR+Ag|l0Hty1e04_f9Xk;~S`G+tc$~X0DFZr=Vu@uM zYirkPGthkET_RDHO5>tRe-tL{dvN@kWuZTh)xXK+g5Q&9(jX@;sMdW4HzK){fF)n`*Jn@RIE4^v7)6>Ya0_ zczH0fkMs?*zq3av? z2V9U$>QW#9zhr>fDm!YC)^A?8&o9$_Bhy9HZ*Vvx;YHIbHl-1I5dym+dMxBS*@ZN1 zOd}_erm&|XMPH{Q^tvtW%fudb+>2lI^EZwK`Ok#sg#tH+?m*Md?xRV2k>3yKIrb zz~eJndCGR3IqWIR3+K!skEMIA)CPb4VzSQ9{({wNFTSH`XIio z3vUD+uxmzw>>X38!xbdRC^7?k^mtlIYh0AQ$bWHU#iEpvJp&$kR7->3Q?6AE0lTuj zQYIdz6P%e0U@0ak;pjF^B!ZkjhKk!8rfFov(c9bm^XJbu*Jk4W?==Xs-Z*@@60>dO zn6-X|EOD`3Tc2|8W6dKai|RE`SRxD?_#nV2Zs; zRWB@wxj*3TB|0;2)A9R^sUC~JQ>m3pCMSQpB3VX+2(&zjqGnn#&VXqF`6P*$WdF^Z zyv>Rfdzi}4BstDJvGEP?qx|&*#M9>s=2+kPH*;B#s85m9=dRTpl2&AfSJV_Dj#Ycy zr3Sfn<))lJ&#??vn-}~RWZK8x!zs`Cg%s-9ETVJRVM-UW8s%@GF_877;^KjHrHlx~ zw=#16kJFi&y=m8V!>Kj$)zoh+#92+1vbc{Jr$&mccRj0U^qClJ9TO$Ad%Ocem5gf* z6?*9-6-^R(>FAzEmntlWZSx%_!Pb2v*&L?N_`HT6%X@Fl!hSHBw(}{G_8_A)sojs! zReT_fzWT?cJ+BGt#X&8%2)nI(i~ToiN(tQkPm|Mj$9qZ*HV((1^V#2?*2_A_%KUbQ z>kZ?hptiWrdbxY4Egn~0N>%bO~!G>Y2P5M!j4ts*9thaHj{XfJdWnQE_ zNf7NYF!pemoAlO8j-_PIVbcHbDq|f<8nqLYwO`3W#j7JF<@j7%VPl<)#Hy!Xt~b|` zO3!u&|Nkah-eKM-h{>At_p^{>uLCW zwg}uuxlG)CTV4(d`a0BjUwD+u4LK)m^)=_9cX}!qZks_Rq9dhRA7wMFTi!{w;H-c6 z=iZzX*!P`WgUWsryUfS`hqSv4Ya?3s1&$QjLUAkJ;!bggV#VF1P+Wq$Ln*Gso!~)3 zafcQy8r-ENxI^#|xa@uIzDM@?cJnFE(%v&YUZqQYMPxuU^JCRZtOVEGft$dpVV%dFyDkvx<#XJtc zgM;r$$J`(l%9yeF&X(7xs{0b&qx(tEd%ca|HPr5**HCM$!Jp#*v8-vZy zYO)TR_MS0<$y-nj=aC&6oqi3v@B!ibi|ZU9*IxNp7tMU&>F8p3N2#{V$TesBxe~Ub zmGHR<5FFI#Ug`ZtC!x|tZCwBCU}%;m8Yp30R-;N#Rc<~$o@So+urnDeRBKq81)U98 z5_E556EP>yz_c9A-LJn-)mnkb&fSi>O6kVs(dS@j*Bw8pTdU@?xCb-i&o!G8C&K0N zkDsSO5Jtl`*@Z{LyNb(RKbAudUz=Nz`YL@H#p@AxibRqH_W8xv=B_+puAM2)y|G%q z*0)`RsaYm9j(JL|9UESfjP^xhov?sk6G1qWQmVw%T!`FZMU7o zYOKCbvm_?CCGUEP9AwRL`)c}r zW?yD;AFTau8R>O&J40<}KgGW5b8RQw^|i7%SmGcg7`jmJ%qqgBB&U+B!&pO8DT^;b zMoZAGN&;#bZ<;?!B3~Q4xmKv?u7&Pmr476^c3&irNG)`4R?2EU2-5}ru|s9A(f%{N zHadz=Z%R}LG+~{I;7AqIrG%&29b+~&Z7Q466O`4Y!78K5h3ZeP^tNKPBdsYrnX;#b zThb6ECUJ9LOnVN_{uo?Xlqr$JCEhXo0rrf;+O->yR7Uidd_>8T4v!JA9=W zb&}m+U=S?ET?Y%~9cHQLs@NIYNDxP+l^}+GdsbV!qK6PQsWK|^iodarIZy`jn=$PO z_YbDl4bcel;C%n?8S$V-jE^H2J2uPij>16GeqGuyWb?t}M67~zL7ZF~NxgQVsnN7M zn(lDi_^Xt>19>+3*NPxsESekw5`tG{Ohtzo$y!HrjLcszk6!6=2*3Fl%^WgXjq*O` zF+jYTLsF{uRb85TC5C4Vd+H*^HZYQBszimgmk>?v8@dc{Y_V)qC_b)AAb?@Oe7iay zp^Rlmpoc?%OY}K0*_~LM>~BIvVT-sZ_P4gzYyLy{B_C53Kc(h36ijELs~oyI?2-iu z2BbmX&B*(PcOVQj0rOsHP(0Z?d8Kqb?&c*oY~O zd@zsmqH_H?7v4MSqD; zH+~H7Lhn7pVJlTLz_jAmpnVsB^FdC?;KF3>u=kO~eu<6cz`^Cz2qT%90qTjXekJ*# zh96ENVjhT*Wa#B?R0k_jt=^D{tZXp09X}KWQFeqdmoe%!dLa168F#uOz@%7f!fJaH zSRp*&Va4OEj}<#F3UL=(x$t5R9eWk!3CtHEYNnKb7XQMw!gmYtiweCNK?2=FwM%;3 z$1(T!ZHlmEx67k4yBqTI$gJzY+R5`^=19Fjg=-bsR{qL3N@2s31SwmXU^d!U{K=5L zpXO}XKM!m6NTeZ#_tOa$rDT-1TC7z&my)A{GXD9+Ng!=9`28VgjMwLBFj2gH^$g1_ zDt$E<7aqe;8JO4j@N#-W%IJs>9f+6rA_{iz=w|a>;fAU5N~@8?DN0`$P34b_9pNmgqbA zlnF^9T^)XteiCmopCCV`ScvLT%h=|xHFk~R;Q-EE+W)&XvzpqEbhSZ zIEcotBDFYi{xUh?4elG~};{jbR z7#*j1V}HaUT-= zycT*F#&tV>va~y_?ptW;6-LKxRq7h_AwQ8$Eu^OM2gdZt2lH^&hM|sm6n7P?*fAOL z6hn({xBO1n8xza@Mn3Ju6S+ZyF&%4_4IS%(&0DAXNpAGtsGZ}YH6@yiABz%+0Tnh9 zQ#Y!3mA!_N4lUcm*pcSWRnQ+`;2)E`czdM zH7mDeDt>VGcxpe$_joD+9Em&k*XE7x76lT@vRhyxQQZJHXMsk}BM{g+j;{PpBg0+7E*l;y$CwihmA|^IB*jz?Y^e6vo6{yNC0{wh~$kyW!1`x zbo&m1$1gofJd9}M5=!w`9~q3PH(Nhcnrn$je3n;}{U~yO^$=5f`joSQB5en|E%x~E z4ONZWc3H$9)7?IXi;`OJl6_rCQ|J8;)hh*+j^_bA38IeQF#IKA)BDPH5;z2|P29Z3 zHO7vtRRd!Gi-3*4S9I&?DqpiTvV)?aGkv z1rH^f!!3SUWhNG&I7Kj!tr6WWO{D+PU=@ zCr7QtTMHK5kBYG0tVAQK)QoF*Dxe(d?UQDZ!boG%c3@4@$h4yN%jG5PdS>=qukk*+ zh4ubIV1gznP-H{Jjs92TsT=9*Lw@%`Y{A&y>_1Q$LPODFOYdu?1q2R14Rww`xU{}P z9=UL1o_FcS1fAX=*R*v8GORQM`@X9G@Me8(?CD>%idDFCZ9HYS)QfplC|(!tv8(yl z_TwN&z?Fw6y!X^opEqyF-%;v|NLgJH7_7HA6icpxg6^B@UI6_jyY%B(#X9n4Gx((3Ftv zcnVe#^SII@*x_%lJArg&8UY5ujAUHSp2;b#;Tzn+Ljr#mcw2npX)EWc?QcxwV`>7Ju%^kO=mQw0Tfcmb}lpQkHE3Cd8ZlFC5KS& z)L_O*G+Tq$G_9&!vcwgiAQ%|kSl>c7VcAs6uGOXADv<$NtcdBIr?-Zl!`C8!@Kj4z zusYfhX|t2KWDeN%h4#H^ZF&{oAh;};E-`h>IMm4amjqQ;LV?BbR>!`Ao@rB@zN^ALA(@V1mG8M7EQ=l;T8oB+O;t9cX; zbUnqna?8!@rv&Zu+42?-#cj4dx`r_e2Z4W?79NY>W_L!*Xc;YsHI_+lDexb2(t-oU zY7rs+;!_js*?Zd{%)JU1h6bpu5*0O11XppSi&{pz2|%VLfA7kotN=HZjW}i?@lH%V z%6<(W{`Xt1C(?xR#P;pA(J~Ap+#g!E&K){cJoI66_%Nyl8dyr+?)iz8gjEO(7S&J1@puW8!>wL5aK(tD?_~_jf{D!jc%t3gU;FU!5t( ziq;1v<5V9Ol#h=O<5Ml&CyGL$6f4cSB`N~X7ozA%CNWLuDuWx3;+Z4X1!R8QuCyC?zv$$+>|(|bZ#1P2Q13#SSZOa~hT25fk|!DS84-vZ-zzId z}({IQzuf9-#2*8gpNAx#TJ zfYa?m8T-VOmf>i9AY(c}(05wcbmNPpDK#Nkdle~*dw)w%!j|2~3ZTrS5jp?)C&#uR z#JhdIcXgA) z*?Ko6*R_!f{+fUQUyIkGginGOrp?Cv`xPaj3oZ_DHPw)2_}~kIgmmU=^% z+>I0?u(dc$pt#L~?~veR=MF63es!aid2w%T*a%RCF#&JFivaMT_)*|Te|uP6oq&&t zNkaFd{m0j!TI*`oC~8=dj7#aKqxGFfeyf^HoH{q#(S?V_O7^a7zKZRcYd4RblZ_%# zlhk`-_+B1`-;-yVqrI|rDz3Txt4ur3E6>Grh_#6nZ<1sYLazxaRlQeQCG+rR7sw9! zVLs~FS;S{keG|@C0Pq$(4CFwPItSP42Xg1MpZ1JUy({QLRSuAPu1Twi`g1k3>R!ml ze?$;_RXhsr9Q8-qS&a3{Zv8p1fjq%|rSEve9T*+Kp8dVv6%};v1$(PWP$Nj?g<08x z%~7sbTHY6Z?gxiNpVXqLYnaz=67JjDwI{-K+VzL%^0&GpoExQ&iFJ4_h zTEAXmXce#lx2}No4sBRDbINddWE%o~QpHry7cscL@zy~z&Hv@qD=E9#NGCH1x5pSS z6Y9?wY7*^2bF>i=A1<8PS>UKD{@JvF7QZ^EwP;%H|D@ywoNmM+n7{uhPgq4fK(p`0 zX+h`)87BeR-kczcEhW4Y2_bq&*-vz+K)7sN1yVK~GkmZ`bQD2)3LDHk zeHCLXbNce7t1}{Mq|>3jTHv!A!w+UB3JCh%P=W+PqY3`9^H@AxbsKP2Ld>_0`7~H- zwZVVlO6Akd7)z}3B~Imi$ra@rKPF;=O}Vl5-9eGjp23eRj5oG-hFk=`&~ZUxWt(N^ z@#t89?xWSrz0cyG{X!3+of@JW8C-?4C1)RiF~*WTfm4vvtD13)n6g0LYc$B7ZK(;h zlcPketd{k3wG|@=fGRB1i?Z6?0Jc#}ns-}!#OTR215Urb8YHx1G&?8M&8x>j_)xM6Ka&fdEbMUl!o!Ij;p=;A0YZ zLNI^UHXg0-G5BpQ!`e@RKCge+jbM6BEiJoQdAP=Y>7EUpGb+#e*!GkFRf$zo2lPpG z7AC>v|LA*?bC2uz7zT&e{s8erZ_jv720mzcV4>Ko6Yr>skBz&V6hs1ny|>OX#85k$l+4 zu{sjjuwH!b;m<|}+Xf%l`M^@8nY%8>lGKUSc|Jl?A}l$6o4{P0?lyT6sLTE@U{kq* zhxvas&RsqA;gt;2`UP=u26dmoAz-u)RA+JcTCvK=iQeS!`p_gWsi-f22d-n{YsFg( z;()eX9Of|tdG0HAN%^R<<;CpE##g&R+2uK$_`4liFjkN_`|G|*N%QDHw5;^ zXgx43iB|4nB-gWK`6qn+AzRMv)^oB(Yb>r}89LrCH&He=`XHide!ZJYj7nvcfP+34qJpB(q&x4hu7 z_R>rXBd=tG?pDl7cH^I(Ca`&qn@81>sKC)do`8PVPK1{3w&|PeD1uyyds{*G7Srm; zvB&t`wumR-kN=Q4S}QM1$r~-|=9jyeY-_j8|C(@Coj@e8OxWy=OgT!g0c)nSMFLY| zC;Xor+jz4*U0ruLEFj4lq+I4Nq=A8PL-~{=QFydIzQa`2O|#>teL%t4rQ(Mr|A$XkTFr?gux6GkimtfDMjteqBUJw6nozbgM z%|{6mml{lFW%C(b+l^YR_vaVW1WCwv;n=XI--W2r_Vd=NP2vJX>=X^r#i-swoncgo$)Ei-9>*BtwdJEz1 z^w{lha>w@oYjbBJ0WQ%$Kn@mx*1QPexq%}p^6+(=`B2QbI*A;X1tyu#Lf^SQAK+hu z?nl`<=g3|TcO>H8jESOuHUa#FM`n*ddY<$4v~!L>D(m@;8+EM0MKorXIzY%bJ$&dl zlh;uxl^IXkj~IYfUM3PMh9H=~`MEi42)x~UxGh^o+~ULB^yGh}Gt-@)8DgxPtW$dKvc_+Ve0vk@ub>ci!Si2X@D?;bvR^*F_gX{TLGe>vF>)@|?6 z4vczf67)E;a7i+i^^y!Q?c!AvfM8TVjO5mI2}z6Xp?P2XhOeF^@l6|$qq!@f*@MV` zBJ~T;&^cs^(=9OWHM9KI;eWf$|LWgu5N-(J`DhR5e+UarhipXOVL-09ZEUffH&c7O2{uc1i;6BjT)icc2N%4qYEz&qAeyV;InXbAsRN(XisLBA< z=AuMTu=$es3dL|x!{*BDf-W7M>~$%=4cXzmP^+Cbg=BeZdSzH-hfNmd+1Km|y%dQ* z+J~P6VHm>`Si2FD(ydLt1zuDxPL}ijHv5EW6Ue)1qE7(=+~THVm58>*RP@ykw!BZa zpFchfQC}clWAaDuw1Xl)6zC9}s@xGOL2TWUr+@$Mh=ZF@_38`&vKq{(NfX{MFkWq+ zy9O#$$Fa5;xm({QEG_pY;B5R|N#R%is?z3ohPk>}@-X-i1Bv++-YZ>YaDT@?&8|C} zxk4)LhE#*nz&Gf9KX@4b^267KLir#VNZwmm zT3aX7Njp!=XzK?VT_w8x=4?{g+RXs$apB=&_-`a?Xhy)5-)MFBmEmccnll~$yS&=6 zfY9v=^eqZC`r;CT8|+t%W=be_yUNB_z4|A1M){coz0TB}U!?sw3bh#OPOme38010C zw)@4;Rw~ymcefcfH3kv#T9&%iQR8{eGOnny#(O%42e_Bx+I-;+q@o%_{XBl;1-xnQ z!E2JFy|G{R(RZ3iN{7k5EzzBLt0&Qg+jN{VZ5s#uAbDAU+AOld!`*mQ4L zd`8*{Tz#!|g`qrG{t&?|7tVrzcWFpi)a?f-bNwAQDW#>w>jQ_K^De=qCy({z`vF(W zEEHlWf?n@JjpW3oW;VplmmpcGi{rcLM*8u2TJ6~19n5{}2 z^~d0V1PiRh(z=6p4;UXCFQjCV(%m#IswW??goWfma%WOX9Z5odo`XE|PgL#E^rO$= zVMp&;5vXx~-6Zr9{)b@p!kG2vsh=6D5(*IVl!~BdKq0?`R+ypMYQ6k9@%6@ZCxfct zt(WXOM%}o-HKAWSVNy6_LlRb-?Sc$qy83fHzU!5YR&bx-RZe4ZC_VTM@@}14=2;*s zgE;Zn6MNO;dX6#W&@WTkw_LtR@q~Ymo>VLp{=_P`inUidGb`CZ{bz(+FDT|ewQz5h z_RR42w=nuW-aCl9%{*E_BI?~FN!8SPGOX#1vcw$3D6LhX;7`Q-kf7MyNE7J#?{8$T zwv12^eg1t1*C&Auz3Q3TpalbIXYNu;iSA0XQAS0UA*bl;xAud2%7(-vzoWfzRX8Lj zd}2d~*8hAhvspS=tGWi8ntjG8nbhN~!Q|szWtyoaGuyc1uXVsEbClyy4QpC3fl{-Ur? z^lqc8Hv74?P5C3+D5}YNPq9~&j{{K?9lpWyEx9fsd^fzt0$IL^b2rC5%P$VE4Tx@u zwA4GqUpQiEJM=0AHcp05N}Y;b_BATQdkzo*cSufY&SLYtw`6H~>t42L+Zsta5xH@!%jV^gO)c)`4BFnhoWsd$)?x#uv3st`xT?+fBGc8B16mFUb_ng&FJzX#m8n}ZbzMVK}BwQp#~XkSH*dp8OyDDI@j{& zyYRuS%0_t%x*7x7IjjSfQS3orQK22$CEzY0pUt<<$6l!=KvnL?|3%I4sB}|Es097i z9mu*)Q-0f_jn7^wZxBGjy`F)`)CMrr=Q&;tS z1z;lPd3(=;5_-Jv=k-i(jj{>2A@)wyrWokCG0Mb56m+SYq7LLUY8g^jWHIIHtKafz zGjt27FsS6dS8BGD&&uW`w^9ABvk&gjYzY2tN6?d`Y~#4=`g@qOY&iMF!d>%i+r?Ok zGu<4^=Gd*GiLYOF^>Aafpz7}!E-lM(Asv|+4*ubFLFtI@CWVP*+1$1j%Zcv>7w$<) zsA&*;m})S*BEKlAaPxWT5;CO^5ib3 z_Bf*~mV}tA)`7IqvSo{W$b&9}stLPIE{(lwq5kUeu3A95*}wZc=8f|}=v-MF{~BC} zz25y%J?q}FQeQT$7eW2|cl5@H9q74p=fC-!`_4nKldvFMJ=tkbC1iKOEorGY%bN%T%8N0o$y24;3oS^?t#?5=== ze>MgOrq^~13q8KXDXFjB`Ex>%4)eWL^PA6&rlR$Uh=PC*9^fM;$nJ8JtP!=4{oDs| zrYZgK^H{qI3lMiI32+12X4$ugR~+6<%2AN?5kV{?5BDeGhUCqmBgo zgE+nF#Q!Sbq}9Cr080H!|(bD6|P3{b%C8R)w zdg-+4Q_wKE#7@*qaj-kYf19kjpT&Qjoc{ErIVS2K-9^&cnVAqIaRbgzvqk~^U`?e$?X3CcAFdPM=?OKO88GvIcI>!0eV9?LG3K z-M-Sn@qEXBbDyCsy)%NG`x=%4Zd&yEy;?~9Thib2u;Mpbx347oGHvYOMEbapstWb4 z;1#@jgv&mzqSCz!Q13-uq-V;4J~bJ-PPL39;SW|YIuyc&+}}hVhntdeoH{`8pF4Vo zXTqBrGaL;w?_;X+>cM-BG&009AULHDXu8|gn1alnxBA$>`D7jC2P)I;}NKI1q58Irxdp_P)A|3mfs z`8WB~VM@P6N7cU$=W1WzLB^Y{#l%&Zi4Zz6xj~B_B4GaQsL+j(kCWJh&^`v;kE!gf zi=@9p%kJkdy39rM-$BN&pZNYXEVYSjla$qNrP{giWm~lC`8q($PChfZ1sDA$C|6Hp zmX_aedrOZev!$M|0eHCQiWS0K$rHF7R+xE+ORhCY)dgY9F>)I!KVK!C37dSNWXo+1 zi$6B03}{KgL?*292F(d3Hfg`7E7?>G|Gvo2i-n?vuqBh>XXIeORo0MM;G_rX4;WNi zWoRbQm&}~+aPeXz(U4C~!ZOa0nBJ=dSfC*hs4O=#7$Y}H@+Q#}D~7nxhv5#y=%68P zWJMH~a%7ZSB1awZKZ4+cTpZQR@u(9Q&>ow!^91a;gI#!@5Z@BI)@P2`*PeGxDn?{B zWiBIBrB$3-%4%R+(if@89`90ATZ~nTk=_-EUomYj{CBzb;salaim{mTM{N%=#R&s- zJMFeNfz@<&adz?D|4r7B^_YP_vWl<0c9>25Bi(a$+)bBYNeunX{%QY2to!>hL2Xl~ z>8>w+0zdQ~luZyO^#wX8!(<3VTbNcvGAqO=rRSGnAJ8<8SVJ^4Or%iA+YdHD262&Q z4?WqBGn{FL{ZOwy%ygd;$uRHjmfE{1ra`Lu9G_3(_cs$?V#-tw{g}#mqrh@wRyEP; zgtO=xnQX)qJ~q_ejrOt4;)*YdSW?2D0iB3pSi8OAO+s(wER2pmx2&(GtHK$D%v8FE zVWaM;Bt^WtqB_R@*r7-vM>mWaBLN*N%9dCz78i~FUH1LFaty1Lo=RS9Rd%J{SmVK5 z&LA>|{fz!WnjurgU}T!@K!=~>oa-9ABN|)B266MnUKS|Mm5DdO$nZU%^4ExLBr+2h znoE{Wq2!Do#Y$TQH8%COk1JKuo$5t0e%*CIRQ?swyO==@-iCo9Vr}i~Q5+Shj<@Sbf+uDJOCED^Z&jY2ICM911 zA0$+#u4I0vLoCOQq^S5ILFedA%Rip0`ZfY`?uz9=2hg#^f&ILTW9Z&0V*=!wYGA!s z9FDzEym0(CQ>qux>22FThv?00K@g&XCHlXHh`+h;W39wrO7`LcQ_NNP1L}iRhSIZ& zTzgDRHNPa3YOVTu<^GuFZu_1t;K{JP_j)9onwGWb*W`YN6sUNNIXl&_gArDAakNRPRjoTzSFjX!6W8nsxvpUWHPV*=vEbAFWGGv$Z$i z9fk5@a!?5~hDXvJC!RX!TE^%QEZ$i3n08w57}fQIIlI+s>P3P2>BR}}X9EOPZ@3AL zM@&HuM`zIOVA;oSF~v;Kt)8wl{Z#X=0%(@|9$J*YBiF^q-E0%vxhr z-~kM*B>j{z(p0578}bpQ%BUM-{f2SLC{sWrU-w4rcNZdCi}&&Spm5{EmW1K}jckD= zH5CPS$Vjc*xs+mJz1v^Te(YTN1@#35MR^PJQ3?UoeR94!K#t89K( z#9{$smtnw2Ax!cT44|hs4c8~I4-!vrA1^n$QdL%I+I>;QQcIRe&8lx1FYm3C`ofvK9uIjV$^eGf#m~`mn^`l%ITfhYU zfUgg~IUz8xXgs(($S`K(IZ8Z)jN&Qc6W5Td2Dvec*Jcvi%Dmn$X)t#1Tl z#^mIo^>#db`-Rg|;rDnv_GLUSJa-R)`xH=sgH^wyiBw*Rt1nlqb~cRZVXMLwh6ob4yk9ppJnLdvX}+^9i*p~5$XbCrP<5;GyvW?gTI6`J^( z57r3}uDa6qmd+_+lm}Mfb}f;O-Q}u`J0VDUa3Z%L4+)X)t*R;pS*h~VOD@Yed-D6u zG6@t)^sNY$7bz8Zk-c|KWcPi;g(E=ZRsV0l&+D&EaGNb7jTY3~VW^dy8?iQ-r zKk!}8kJ|cyf(s6ZFdk~~ymIo8YP(HpIgI5u3gmP+YqpIFAnwYsO4hsWoIcPijyHkE zN~TVG1BE8QO-U7m&DGEv?2{*;+71V_efS(3sjpUPnn?WLB%C9)2tG#vq_SWH`1rSZ zXl@1x3FE4>@gJ)3_M{MT-oTmdr9N|B9&GaP-rp<|)#l^4|EmRw&V`+Ox%jI-wZ?1G z?&a!AqhMk_2eYmZEoDY4g#3@0F+|^|MK2WdEUA=f?g!zmWsc9Kg^V4xcfF#OtVYv$ z7Lix(c(!aE1G+R0ri;DbMhZMixhZqD`-sNtMIEf7&8*i@uoC|$ZD8;Ip0Jj!6SL~< z+WMZ}AeUA9muo~#j@o1yfC8C`=@rcvr{%N+v~vd)PE_WFpLg7eqjVuoGEzqvhJHI#H?P}! z^pbfsPoc%OPa)w*QwFDe)7izvn3y+1S!_59qfmIWHPYc+VnG}JK(R0ruyNi{zDrQ+ zwQN_dLgLQmT9-vfQUC5$slhJOC4Uu%7ru9H*+Rio92HN@?){K&5c7{Vtc(_j<;u0Y zATGwW6Mco9p0E$1SxbO(E>r74P6Fr$G(c6v{pA_Md=ccG@pAe8OyNWa^CXv*D4l+xav$lMJ6;tj@F9EPy>+6fK*Dso!&T-oNu;-CYm8}Bwd zMI+86Cxnq~ICe*J$TvFG)4XNe*#iILFGPgPNTRTX({h$qTTlI636V>(H$&`q)#di8 z;s)Yl!&g?I#FUe$vYGKjH}91hy0#}$Tz4Mf<_U%%B@Qk}a*duqKuj<^>v9jfacU7& z{?4gJ^V`V_?=rQ9l!x{cTuCv1b-nYRK^8NyHt?`yx-+5Qb&T7JZR_`BhY161mt2dL z^pwVZV!7`V2)`jyTR3(YgEP(4Y&!q@ntfc~WEJ>m6u=ZmmIr%k7FgTE`6AelfY)I^ zNIm!sy=dt72MV{mcWCvmvGD(80fy;-o;AybGgVU0bGfs**fnPfd)mc%NHX9hpEpSk ze$n3Quesv(op~^(;rSt(ip4Ic+;7-?{)X)?F%hEyqpBtasa(%Xssg=XE^ac9xmi85 zcA@9uOXo*dfSCB~gpSGBJH^ViKD#?ZdOFd#P58vK>sv-QSr#@Jo^Sta>`|9BYA<&bYZ*GjpZ*o zIHk63v&R_}7N%EZQ7bomFG%mq+iSn@Dd!H$*WbHiXMv54USzW4O1muKt#Zr-NFQc$ z3Eqp`VN*?YM^^IoD$%QOc=#QgZq`JX zJ&*6j=$mH13)zhUp3h1J#pRQ&;_l-9(HSl4ke}=0!=CEw<@|Xa$6q#AXqU9~1)HXBxFG$awF_&AAvp_}#sGjd~pV`ieMrgBXJS^mB>n79kbaM*R@nE*paUsqL# zyRqddW-H+;<$vKA3(7E?aS)9E!XhynNsQ)Ejn(0HlYrxUb*KHHv@W|5iBV`(MPRx+ zT!N?DOlU{0_SfE+1ODkWAXVwES<(&DQgy>{LdN z=%Q0S3}3T%JSl8bTmc_KKK19RP3>=i;;2M{A(OrR9=;JTPXe;#Hp@N)Eo%OVP~XWH z7hU@e6I3JnHJ7dF`j_!dU=2s&n=V>+rTnqS$G8k$Ad`FO9FN5AC@-VkCobX3`0KWU z@g$S5OcAN9i*p}y+Kc1`>!7AS`A+`8Cz^rU{aQ$4H@~xZt=_2G%n9WpY(FQ?5Kq#l zl}4U3HIS3KT1K{Swk6^RM}O!EiK3;loS#>Jc9VN*&v_3iWfrWM75W%d#ouzpQ6AqnbZ>XG3PFR860cIEsWm^IshqpZV4)XOco64*@#_ai6+8fme%vm!~T`#GPJE3D6UKQz{}3>GT)C)AzoLlXFcNRfqXAztmAUzr+$2h`^XxOtaO(ks(Vf= zPF5Ew72f-5_M!k9Xe|FceeGPIxfs?n9qTn(x$65p4p;uj*Dmg!Ijm)}iN>D!W7^U8 zf|>eQ6_!L&dm2v3{PyMsy1>S6N( z>_V5)oX55PS4T_ts2(w&y`4}N(&ykZnVnif-EM zt@Ct?4T4~73JZ-HNHGyx%~V}elgZ7nfxYcq#Sd`VoFd`&HR!6zI!Wg^dE+g$!DXK> z%7Gru(^Yrr;kTQ*QZ^Fr@!gKB4A*6c7YqKW31(^0=hNL|LeERDUQokQkK7U6>^Wvn z(|TDuZb1i45dST%A->#}_U6q~2iam-AkXG_S}Gg0taj@iJ@4t=l-PRW$%wpw?~E}q zMc2n}HB&RpFExu$ z^L73wCquV-QfORaB1pSJbBX^6UJ+&$=L^SQlk+Z|r8aDe&KVt?*w+%ADU>*Nqx^fH zVk~#-)k}OJzLB-JQi=7pA90JUR1BYKh@lSlUwX@!3A4ZF{EEQZB?!(1NSJok zsWu_G&{vy3oOLylEkqg`oK6t;b_DAOC&tH@x|p4s#XlVcd|Hjtz8&wy}X83Iuz71BzmvZ_ok$8nFh7(?W@Sf+*fO)ithR>Kpx_OeA_B2g#?~ z8fqK$Li`o!_R)DF4b7JwK&q75`W8rBsyB$IySh^1QJnOCleiIu;E;_LrC?txlmEQ+Y(9#7 zuz1V3%VR$2;U!e>d|r?&)M`%)GBz-sn5z?rKg3D%bh;?VPv^QHaE|t5=6Jm4fCRSY zmq?rw*k$coZEXI9q*p)%4}(RdDnlg<`JY5%wscORJ}#w>4-xC2`R8#^rvSA_%5}>y_u` z5Y@L>EWFIp>eum4hS_ja-ImUO9Ph?rgi}ngVUT0Wley@S;86!_EC z0ZU1Zs6=5qK%dRZ_9;N(k|www@1KVyu^$o2Ei@x9RR8^TtZu`p6mGm~7lnT9IjOn9j@mUGcgd6;Ju66(~v1gjjX^(UOXklM_I+sw0Kj>#HD+)77 zs*$VG`F1E;%on{l zh&n<{KR+bSO_Pq=__s|1zsvd#&5vHh<-P$BC8PQ5>QcxdTIrV)^QbiEWw9?_d@8Nd zZNMOgc}m_3-Mz5_ldChGd9n~kav-*mN<0^2>fI~jmpxnCvZcOFHj1C9l<*)CS-^|F z{HoRm49ylJXJI`^Mv^qr?u4_Cjg8Wv#OEy3nMj!XM^6+8#m?5gCCjxBGb|v}n>>!R zBZWpoSP!4m)ugJ=0`;UgAf2!)6}~3B!~?sxB6IaXrdBZ;wPM?v! zS{234Z9cmObhH&OG|1eskn4$(Tl+N^b~kbo>`mmvip@ke^!KoQb&V7X`cxdWEAqox zf4o~OI>FSH}QAX716?Hx~Jues{)u37=2fdK%l43Ppb12yIUH~AN zlp3K?LWzpr3~EfoW4`)L!w_5-UDXVu5YLzSXlZ2PQ}+Q@w#BP@xy^By*eOh#xf|I6 z`cWnbhcb!Z91e{hk9qAd>p89i$mPuuvx%ABvk5083OVb6wi;~3MP1i70X@OL0X-yT z$-={Ri#}3Do<&{{&eb9w*;NA~T#eq+7`9%jj~7BbL1MBoeNyLMkTd02`Psq5w@p=o zQzYJQh10Z`74<+!XX^OP0(nXtro;UPh)vXq_I&I8X8Z^Ho40)h#CKE1bq|*V7^;-v zEkk6N{=(m#MMvA!v?y4+;)*je&gaAQM`Y>Ud9MXCXhhDw4EI&9QYhuta3^-%zT%Ub zQCc7Pi*{PyxGCb%qP7k5WRzbP%Z2h$Zw=&ozKWoL4=++|(EcCR-ZCn#p!pkw1WC{! z!6m`n-3BMPCAho0%MeI#3-0dj?(XjH?mECAJIV9@pWUsl}QS}!eqCluyL>+yQNdwe^`n=rR zZ*JZSbcI@+S91vFn&ry8vSNw*nDmAZGhdtTcXHziKP&Hh8{v7`aV1xgi#De<5Z-|} zu{De4{hQL#NsTM92BxF7GQ&h|P^-zaN3Ej(mQP)H%ylYvnR;hhiM@D0;cje;EiX2UfzC%hJjq9RDNbqJ5m3Zzm{5$EpjrY7@XkWvieo7+ zSGnkTN(*t$r!0;2?s2=jJxrnCkQiW36mR9j+@@~j4CQ&r)M zaKWd;jkVv~xNq^DN4;M;({W4U`?zCS#!E7Eh;!TdAZRvK(%$nvtr{8jYZMcPXZZak zlsYdugwo2x-!yX8PdFv5?^ZY3RmTX})vepDsPdF%BZ_+FZuwD+b5oT9<@2aSn!Z18 zD_U%Zy$qXgl$apl<(r(zD+N@Sj3kuP^r))iA5nf&))c_a6G?gB*9M+|chBU|irp^;gUQcDH_=I5R5a6=pGh zaKypm>fRhA6Q4j=UTk$qk1q0$iZMV=D$&s+4d^7HNZUI7p)|R+FCTKUL{&L%peT;@ zUh{4{MS50DggWDF@^U?3)NnfTqyTPWwICWvgq+S(ff^i~TE5Rd2={A(}1n&sqO2J#L!sZD_p?<{r;TF3=%t7wl__ zWr?mRCYzADn%elMW?isQUp~ZsxK-O8da3FzW3{Od(C+3o(JZ#OMVjQiD*D4Tv$oTu zsKJVNXM?D70hoEG`29sh6LN|x7~upX`yPhTjvGkqcB2k)dQ`@M+c-RK_Zq3Y!Dds> zVU78AaE-lrkw*?lt?s#W$)w=!qHJB4up)Ihzg`}w($>N=bc198I+!T7x15Pp;;6IH z@?m#w=rL?j;=YSHnQxQ8XvX#KabA|@H?_Rc8Ls*Psy6uK!?p9sr`bP#8%Vp*xv1c%*l9NOgLE$9oTrW&;WTHez2;i+ z@DpB@m*m47YjTexuqkpRa4ToRq@-oE{s7$8ubR?|27!H6KDtRbeRE*VxKhc`86jU< zc`z8`w#H>;#FlG2bq$^ZzD--#|0uZ(r*~7%Md;9R8!eSp9pfGc_YP(JsX|?RmyA?~| zKSNN7$Yk+1H5V_uL5>Rq8y1D&od|IZv1VEq|#j$8|$8SVu2x1G*$*6&t?B0$0*Gnp8JnwLHLiClkC1+wq(PT9i}XdU}7<@raNpRqv?RG{i4b2rmG znKp~j$NTr~&C|a1vNYO`fg&pF!xZ5nI?D(B*=3o*K?7UjElYfo1C21hrN~|Pv~z`Wtg(cKjqBop1u#|_+D#s zBzc8N3VnrHQvSw{`8p(-yO<_0yb-HD&wYEqk-0}NmgI+ZqtOi!RWlUUmsUM0YDsFU z(JMMvFA${5dB?w|t%ZY-+aQiQIiDVf8;%Hk7+;+r7UP~t-%CIJ+*IjqyEM}S-)%M@ zz7Qz3XA+VR&Zx8NGtiX^SwQ}7b_ZsPMefEMm^ck&if)8mdYLRisJ^~6o#l9l&(yo) z4_s9e^^^NqP5K2)x>v`-?Cl%{WQ!c1wq`~M;`%W8;|Fj#ZU<&jda&_emThc5s@#05)W9CZZF)BA5 zsh~!^QjR?_JIG@gYNiqai|~yq}-i>=igWe#cKPvy#>2TRsVx(yi6e>*ZKV6&Zn5a0P^saa|?>5z%AcVFv z{SOacit4YCq?ON0{Myt*z7E$_#Y%gl>T_YzlPEPl^Qx6Xf1-4qYzf{jNHH~;hiJ=0H2*4crB>Kxj1ext&2oiy@#+7y|e)MqbJJ|kbQ z3Tld8Y2Q)}L0LL!ia$UR=(nHHhN7=gHl(5j&YvC(bEmCFeuN9qzls(RScyMLZnp&@ z={5Tboa7JAv$PuZ)yTevmycTU`MEOQ3h>h zpZTr|1IOaj=Kx}cA9*@grwQ4Wx?CgV@Q@TRRR*S9KWO%|1mlViHGOvUs^5V>&RaD~ zSn$J|038!B(UFffksb?X~F%G|O)H|sA(gF!B z<$q*)IGKFh-N#%iigg>;X79uuu%(Su$k$j33(62CT~%$;ZIIFKCFYiLSg&R~T211i zh7XnP>op6whFJ@A2wPK3tTqYLgrLK$ubE)DE54u+sH5 zg9|xTr`&VXt^7FaUNK$y0wuI`QuBA7h9uY(DeM`!@+J58zmqrns5M?AdqOi?)amW7P0aaP95?oA=SwffS8zzB~DVkr7t zj`C`s~ao-@bRt?YmfGA-gdkI92EmQFP|NGHP#nSF3fOh{;PDhE)&C=|=!1iBFQ z!4>wpjTZ>YSwpPvA}MvNWWuAOWwmv|s6Z*Q#{NzK-J!T3Wq0{0jB-@7$qm1Q;1kZF zyp)nsJG%TrK>1|wBM+L1cz5eV>(ed(k1=f-v z^E(64gSE~;5mz*exhgp9d?_%I)7W(!R=BXMz!<5$G7i9sT1|w?QJy&62Hn?&T2jV+ z@mx1y@RS*stv2_}i`j#_0G%$jsR7kGs@8onu0^IPd^M1n2eQ3()#_gwwexSsb;UKiTIe4 zrhawwRbr9tSFO(?PE9_CV(e*kPNxyNldx84O*IZCQdTgpRKQ9{qGSIHhBQ^Lum#D+98ZWlMY$Y)zs`z2D?GlUQ-mu z#S4LaEO*y&QpSyOatvDz4&jryX}v!23;!~!Ix!vjMb?J*%!AkHr~Sj%-#;#7-p=br z;WteNWtZFvu<1mmei5@e4HCR_LiF7-HlJ&Q9}Crev%!#-B!1!M+$mJWqG2naNS)Bx z-YWyKR=PSOm^YnKuAlVP_-ur=>yvpDnTFCzr(En<6M)42_W%%#T5AWfk?R_>P=VS? zI$Ii7cvKGJCp4^(wX{DK^>K`z8xzr5Xcyibnrr+UzeskZX?2+yzh~9nXwnBIlKUgl}&{5FFd(gf`6?R|E4{N~64 z%p|3Zz<6ddp?IBW6$X>2quNycqEuc50)cPK_Jk8n5QR~Wy0Z>XyoQ`av(y01+%C@dMFTY;4sui`K_V^(o(5}gP z*vZ&%5na@S&`IA`pnQ~%DsHe(-r}Mf0(LuxD13v70K_9M{J}nF`hc~8O(*Mfsf_c0 zYAfeGr(c<#8p+{on_~GpmT~Wm>!(=y-*smLHB0YUwy`ens53wL#OuUbeBMsFx!0sa zsm@07krJ3sJLZNXTvg(@c^p(HpuU5eV1G)0HQJPq4Hq|S()ca&7R0`md!g?&GE`|JOjn_66z0|Bs^hZ}Zt-Q2&P^;8)GR3^h>7 z&I~3n62HE_E^$Kt5Bn34ocCz4O%8hqQBhH9Ww?z0^th^$Do0r$pOLSSCH#M@e04{j z7b~OpA8FKRlyR@alHUB&$?7@Z0qeEQ|E{0^GWGuyQ@JMN`>WVzQ>&$Fe^QBvKgr3- z-ZL8vR8){T|FA-VT-s^MUqV;JU;kqQ&!$?x4bDH@46aU-S z|0ucFN8G`IrK_up`?d6bgPe;iad&t3lo9c-h5({|EIy=;?+UZb5o{fWWM^0?f|Gnq z&nwI|=HHh?puI`QMmucTWaXD;SZmh1Ch%R4t}>-?P)9l>C+I&Dh$ExA;hbh;HG|5G zx}wyR`-Ge~$v)P`j?Wk>;7E9iB4~z}?CG1_E;!qow=*Q2+-}5;opdmGyFedMbE$@7 zs*7Yv^ftAcmr@s|{S&2ONO*Zv#Dt*7iuimJPQ8S3XCfta@0KGwN?j%0$8)}9!F#45 z?_gxdW18Cd=QPXlSp^m7mMu<+ij566B*lrrwc{NV61GW_8C8#O`iFL`Dji_KGSPAddw=1?>A-vvN6W!p)`CxaQ@e{~lAv2PW>OC7_ zeOcf%@kQcJh_%|QZVR`39|7lJgeJnIt7dx zdwa$`THi8qw#{9&8G_SjaITU@zpxrEN`KpQhEiGjc2~UfBpb3wQbqti12&hETK%Qw zJv>L2^BN0X3UBzxUh`zGi93>re&2I0@u+{Yej@bOHNsNG;Z7#i1wF3BhiT=90Y34H z!1K-|yF}&-xi8f!h#}Y?gc>001)~RUofP-e1e4(cMxeA^H$EF(Ymp^me0Tg&78^xg zb~|*N`jL@ocjm{f`;oO4!~33WeZ@_s%$%z^O2b7rhCkDNq1l*Z6sdcYRm!vN1%M52 zmS_dQ4dyVD0s^adq<^bEj#+bh71e?>|IX^LcKgyr$Y8bXf?(1@9#T&$wvaN8_`IQZ zK&b6N$0$b|hatSvuo6Xp{yKM^#d$%gO!>DQim}TXXxFqPXXAbP7d|*W`-8Y!N7_kx zp5zu3zMBdp*x~Wyy&E;JVu%Hlj*KG%Se<{xsEpz3P0^{*nY1G(AcjiqgDdhKo1IM0 zZPcdtbQTnbp$O<+Y-nt~s)F}rEq%AT?eeQ!!79V-C%v;d{ycSUM^v5^7%{wgJu-nwpzMnGkQ!KR?~-}rUmdWInOTsL}$8c@eY?86z@Ck-??V(f6Z zoD>KUSpD4acS*tu|Z< zT1JAqzp%3-C%n^4Mh+zEzNrX5=;=zEg3_*mLXcHnw5DDpWC**3EoAv7E!%a@g53%= zY!?+B9g>Av&xU`JFs|PdA+mVt@*Ki$Fg8rSsz{F>Dh6+?hXYqcU9@-_G0FzjV;3E7 zB0??ZpoBg|UDUXG0D%EFTubKWW`B?Ck`g}4cJq9MXxTy^zOnEs?msVoWfkf90ijZ_ zE>TyS1v?6_@JsWZyFW4Z+h{bov|0lYgLUB6aIe%gvB3l&g^Pob>JoX2TtmQySwua= zg>1(|kh?^XsG4QRO-M#ruz5S!lHXJ@wMRxy4jVY*?|_{ptlzLw$*Y~I1u2TMsQCr< zAaLPbS$H0e-f)2&8^g>_&%jPPtszyKn}ie$B>fhueD%CD~B+)Jvy9daglg?{=6)cr2tL7dsdNK%sJ>pVQ z2ri~3;8`dn|A6lJ_>i?N;jEnlr|c8FdNxXYVEWi{8GIEtfr+LPLW2Ihbn#e3)@ZX7 zAYscPDn2=6?Y!5n>6>g#p6(xBT7({ByT=C`9UoJ4de2Bh@O`+~TMr+{1$XC(Je%os zAh8`A1GI6YLV)jxdHTe;UG#eDOa;>SerJ3tB_$<0+R}i{W-rM(Vswyvh#fJ6O&!Uk6*TSIRqXZ$c;k|^oOq5)!yAG71&!6 zoh|!L3IaNxpA>mak3YxLr%p_7a705FYlZ| z-H`ax5nwZhB^vNqXstB;fb<-JXhb%T&fLPN0p*$D~BH zK4@9GStRxhxFjJrTiXI^%$E86aJ)W=)ODnz599mTqE>(O>8rlKxwEb6x#f>EXMlH4 zG5)1%U3$JiAL5zZ*H7nruRq*sF&lvxxbexq{h*z=+C?>)M?=6CpsTI zx~oZQIivCR0ElEM(DJy%kERdJ|9)Sy`%w`S?9YqSlJ8C&UM)g!JFmr)TxT0&eZ_pUzUYdw z<%R5i<(><8XC;}S{&M3LU%LD)WJYRF1Nm_ENGIg?UYEJF$;&V~-LpG8Hiq&CT7o`p zkn8?<^JnJRza|10eNDbwK`|K9{9W(5U>8VoIttzp1xC(PzValfBMwjPysGpPuXMRO z?pM7XnzME29kZE_{Q}ie@X14&4<)Gcf$)Lq4ajd^XtO1X=`RHgH^+Z~50;s1gvkC% zcnRARQFeDUX`1Ym3aszhljkBmiHJp8@87>RyJIgl?SK>cJsEgW)4#Cs`C*-%=Q+pl zz^FMRNzmY{FzAm*N>^zLn=dyqXwFyU7;Y?>6XZQ?3=kUz7k52cOD|z3e7m}KK73Vx zpjo~}-K~Hy2vq#e(`P`{ znIIhkJaOxCifw`|WxhRYu{i9_vE#4AhJ7g4RS*<8BAjwf7vXG?0@6yJvKOy2I!3`* zmX{1Gjd(z{;~EWc#bZ#bl_rf?AZ0KzWkRt-ku=)Sr$Bciy>uBnvYPzrWFmCYWA`0` z<8-pe>jy`l#0h^M@n6~U)b9fOZ z?%<;SOVa%dBNvj`b{~e!n;uuH+2)gq*Ro9oL)7bF!7WI(d zj!meKW-?PnEPm82fyi5TuXRoM4vxN1gD*CF&vK^N-1^<~t<{7&^LsoM0AZ-uK=Fwg zm-^iZBNtovAbQ_}^Z5baRXz|WnJE~)0KYOgy4>$v;@p)|yG zC9zxAN#3nYdSBofsLm}Gk{vyL3_B~CQ`=HU;}ENmh;IojQMEGr(pq&$ zd2NHU;}V*x*XF&pRK;OG{p^z3`XNyW_XbGb7yN5Qz1{=Er6814GhxcMGc?uZ_hhxX zcRfQ=&vc#UCFt|`99!y8!eW~#af{1^0cf1wi`Nhx`(3uVP75Dih^~oG|A?)8f#A{c zYz5j_b_E5C(J337Y}MU@`zh(oT)Q}*-W=Vm}VjanLH*h}jY@RS_@6NW<+LQ(*+oh;ew?0bJ<_&ehGYBMxw+g_ zpU}oSh2B#saslK_Npb>jO|Jra*xGZ*^~o-mGhd%;?E!cpgdOw-o0U^A*cDP~A!13~ zSK0#U&j2}XnZ7+K!q5;8;w zy)o!Y(_V2-bt1)^;i-f|UIO&VPUWG-!V;4FO+9M~7?98HOEeTbP3OsaSL#A1`0iI^Wo0>qXV~ zLH1y-@6)?^cO%8Otqt*+KB+3LJ_=J$md2JSg_5|xe4tTJM<6G)OI@`*&%uNTzC=s_ zmnKU0R+<|L+JEI&Y_yQwFhe4U`Eyz34ia>Ll23~w`fwz9K0??R>*8h zWVc5;+4n(_ib}MLe;+76d6{+4RA53i0k|RrA!Up&rXwo~Mh4<3XBjD*FuI5Mx{3)Z z;la|d8~4&O>Ot?f-;fRYm)r~;at0%yW-5k^Wi9dOh_<_=DdcCI9*m?`{<95rgdm#}!X4D!LkS*P<-N;yinu`C_! zyX_&C>ZMec&`%wgBx@It{Fky{T;5bTYyrJ7uImze?>OpDxqAtnhcR5An84fm3N=z@ z^^gre>ls9m0I8`;L5<$;dT;mZ1QGJNz#=ayvHmnEleFYF)`J?2y_|51_sk&AH;Mi; zIS+AW??}-Kk}JW|jwqdoBVGr!p(mRfPZYkU`b3&Q&MwNqgto>74bCg`)nVa!jL}9%-O_U)FaLVjr$> zn_ra7g{Gc%`B4Ln-G%OyGof8CcZ8G9i0&lA*IToUiI=ZnubW3t84p*o_&A=ky8DDOPHry>#e^s$&(*{rw*Apf{`U{Ho+jM5uo7ahV@w!^UaRJL_r-$ zH<6HV^x^OIa*^`DLZ;K=B9?y^OY15t-gIbE5Ok~C@7;B+zUUMRoBuotKas7Fh}!c* z%2+&RHG5bkSMtTe459QDI+jK^4drabVQ)};yuWYf`2}8wxAnt&yFHq~0R{TdbMM`Ol`FIa;mqar%49QStsHpj_=39GI1 z44qlyCF+M;ntog%6XoQ-G1z;a`0&6*+CIBlGWfx3UxCcxt6p{8c^kZiQ?h;w~4+P zcz4@VHE}tb{@({Dm2a2s&saVaRb{kL-&(w|TA~Key$_DG4p6KtNLd9^WS$@0?rk@| zt$xN%&PT&`O)e2qT-9u0Vn}#DX*OHVpCwYTV~3Y0udeh{7?*+Wapc-4GQvuu=4W2P zHkXe;M25=gR@W2IPM=o-{TH=rIe}aY;g|(^v6lPwL!SwC$gPFlvh@QtRo~#1vb(zs z3H<%J!A(B$^FxnUI?#bu*>rq!@_3F+hi`0Dex0<_K;RIxc~6=u=WI~3#O3rrhpZ{~ z%Vg6ICze(>;?JKisR3{}T#Ar`c`MSN`6n=<;ut2**+`RR&}PlBYg`inWv1WgToV<0 zbbIz#h>tzD9T1@H515hsXR?&@jm-Vt(Q^^NVTHnm_J!mR;?Rx;Qfmg8FQ;AuA~)0F zTNGPNkS%5lg}@PKALc$w`CcDp2tVWRzMf;k^R8cvj2c`pznvAs@h`nKccLx zjBgGMAnXM3%4nHklH;cv&G%yxSrPtr+@NuZx9ux|HX&|KU)>Y?>%e(aL62=R#tdK~ z-ZiK4*Z(Q7^WAK9Su57^JR?yBi^zS;y0~Gr`+UuFvHlG5E|M&C@Jf34_Dyrt zR?|rC*h!lcTQ4~xe--uHT_)fC*rG{Ya;OW=_l{l>;pOsPlZDi7phOeA6I zO0}}tr%Dv#;yKvSz_uswW0pBjW){+WCszoxQ;(g4z$=}5sAx9QFF!Q$LY)#0=w#sq z=i}L85k0q$tPe11bXcz5c(~l~s|kAylzF2ajx>0%$>mv^bY{tqcG?PN%@KVQ8OzAY z*GJt)TC&pmM-wGxvyaZ#2Oo{ziYwe)dNGgLtVPy}KNo2*CyRhlnpPrgo6C)@8Jl4N zp?x3{Vd_#L{n!cx=n|#!cB({be17AJPTg%5zYPs1vO!gbO9lXN^-+66+P_p=cw zCRYm?Oj|1(X0EE9G(Sqj`UVx|t$3uK7*UPs@sLA10O_DpGqdx+$K&1$?JniE0L5xK zT8-Hfx$s1sa)OOeB@`wt9HTSDBx{6e{0t=oe}j=?;>Ya-QZKfBvFCSwg-SIqND7~!QCm~REW6D*Z|NYPMlE>bRNe=m`p5J{U4Owm1?aw@ z5Cttdw5}p`R`t1J#<9?ZuLx9LrpV%S8@?~&&8a#sy#AWE6yJ;q^}U9E{3obT5w|Bv zux*=r1OuBi5mTi>_W)MsZgfEbTuA0Q&n&AsIeyJE@9ZOVI+=|LeI<8qRrTrjzNLOo z6ts7CnuBUb66^qq<9N2Ps2&LS5|NKY)8 zi`?L}f}($+Y#bA%S1EaP{^}SW7?Ev~hBF;~e+3?&Q7cm^#X<~hDDCdBV{;ewv&Y@9 z+IL`jxhNg2)xxA95E6w>Y_KXwLJjptTv4rjjE)=rOuKLAeKhKbbKYm$Ux9SQlblbb zQ25E8L|76zEMGc-!Rc(-Uyh!Z*>c%5wfS_^E2u0#i~2pXnL-6e6}&6DPhaqy#op-@ z|LyU#Kk~qYQiTqEYP?|b+ERMCcFW{rJ1=*QD}Rb1qv2~9w+U2VTE6Le9Lq0`=DCfR z&vYBELxLtexaP)??R*+pO6(-R(375*j9mIP&1V~-v1F^Z1JyChae6FCb#pZr#(Te4 z_?I?T30?=3J5J*m?*emt@k;cir5nsF6Da+wXp*^K7)(`gi;p`xz@nmWMho=%1 zmER6vEQKkg%;O8>iHhnQGUe@Bm9 zkM#VN9_fmOh&z&kvp3>GG3`kB?K&P}O_SrsK*+k*`P2dh;25asAio z%4&@V@32aURRDnJmzT-sQZllpL1MgbXC8NUM?B2o%ZX>3uPs#>Ddlvf~7f!2|* z)tWcVB;>#0M*9mHdA{CMco;{NA}AR*Xo_jT_trWEIcjuzzH z7^>X?Sq#uuVuE+R13ikhZ{tJr0>FEP25!n2-^YTIn82<)e2Z~kE5eNCC3?8qZ?NZ2 zxdTaR-acH}MiV6tU1hMQJBp))z__)eY=Oc}uYX}bHY#H*qa+TEi~jnVs1mzY7xL>K z@wxtM5SHwX@cpgVGsfRIvroz@wPOia1=Gn)QRx`=&l&xlhga*-w1yB*aGT6b@@FW= zF>5LXeew^Id=EbN=e%+uPp>-3L*?b_Y}Fp1}+rK&?@u z>(@}}c!3E_BiQ^yEs}J1nnQPUxBYq((Sz9-MmQUYU%{UM?Tcu?K)+efn?7(++tbX@ zFQ~7`d}Gqlp9+hCtFi42VhR8%NA632*Cy()Q~ON^h=rPuNzWnK3C0_@#fO)%s%czJ za|2Js|BDe2pO7(DAyIaIQYj#?D?R}M*$aS@XsrMC*2(f zG|s@L!O}r)h8<`Iup2E69PaWA-_4_Z70Vt_3vi+$e@Me9dN>$L^;wtadhV2@OT2qG zF|IXAeBShdQEJM{meajwotc4-!K5!$y_L<9!B7H;f?yQZ!~v4<9AwcZ5k4@hx$!`Z z>2f|M;EA$(t@|A9E!Q5#{}c<&~4@7@5DieoNQ4=)lNY zs$_>UY~AQ^J$}17#KpFM?Ne`O%?DKQ-*9D=7UuKCEveN9_i+iJ(;i$ObgcUs*60za z`0!*5WO&8R_&idEUD*#8QC^mulpD=$qaLXwnmqNODsvp0NqGUEP;q2$18s#vNaDeJ4-kNcP^-nW9~vzJd<~7#<+(jurAgRG9qr(Z@4d zdK}CwLDbGj3rHP{nds;<_ThQwQ~0x|{q6mD`-29<4SS`gW`b$DTdEnw&%RA$Lra&^ zGFLvjdV5YNrg_*CyQw;#?Mn>Ct=XFBQ`Tl;+qMUsi}_ePGcjx#<*U^G37B;SvW&=Y zT!Uez#KuY&hSc=Im%A6`T@(u}jg}u-(}7{r0vJgwt(G>LDK@f3rVV3VpOnQt=PP;i ztNh1QF6vsZZ|pb*Vu?LA#V2 z6F#puw9wg8RMso?)>RtyoS|J~WI+_!rJ8NYKP=}J)YWAxWw|L|4&NTOssa_!uXeZs zkblH|N5UC8Z*w)ApvGVh*1!VR1|{PVI6a$ty=Ashg}@w5w#OPv19G${zTTcFc0Xw( zTzN(mXe;9E2zqN18n3yU?*1fVo8@5IYYD8ib;DS_ZZGU+JkwDfvJg%#yOv2bfoM&w&5Jv$S_kQTCAf~=oI);LIMC&6(Q$bl zlZ$$PB12xAVsr?=lR=7-C`xuXAUk0G4GxDBh-8i6hx4Aj?(X&!klNM8V~}O;7P6Cb zvAKnGwh%6lO|Q4t%tJxwhLoV=#IYv^9mYJXQkEssF%^ctJaEFbU;VCg69*Cmh+h{O znD%KXZyE}9RELM+y2WFP-TLKGeHtT1r}?9Ak{bRhRQEYn=M0gFqbGS-Ph&H zU~PK@N16w#i<+)2>Ka=~iJ{E8C%~hYG2bwuyth~dy$%+Mkmb)GK*FA0+oQuVXK7BZ zw2$}&bK+0Qs&)Rnwxoez9Z>HuC?rF00@^qqmRLHox__lRkmQq9?g0( zo%O_{9<)y^FOzL>pK{%&a3#tEG4SmqHh3sZwJyrlC@yBfG5Hi&pR) zbm8O5l9idE^Ab2+p!_uyYt+!)nBVi+n@Bjulwy_2Ah=hF#P!h@)CTmyG4;J z+{=Izcm0pLm4BvoD482=v5V(Rjrv03$g}~TM0S`5sV*#Q!_t?q2srFENK0z$#9o(Q z^9xA z|7QU53Dr4ABDEphmfp8M3rTDzqizV2;PHASzr<~x$6NuOR%_UOn}oxb{J61NMmbkR zR=o$I_7jS!UdH*)uPGr>m0$B^apkE#cVQHv>6b zM&CW3hw?^&9r3-{4Qkr+p(t7Jmf1!Po~FA9cWu zgSq;#zu;VY_F%2j4H*sN6QLtOV-2|7D3GCleC}cb5|eFH3vV$A3_!(yX9>3S`uz*2 zG(;A$({sVvi%$LQ`vsW6xe)plgq)r76)SWHk5~*A4Lukp%MK=E$2%q?h}`a-kRMQl zFMYHvzQ!Jy`km#Y0AMSV_>#wYe(aA-{zw0At|rot>8v?OVN!o;??+sxRe_0aZ<hYt$AC5!MrWRsjZnPxJ{3ir|JA#Te%@wr)$#+?wpfe(6C}e4N(1U+7&-)pE z>)+Xg`S9SK8)NU4^#M8~Au2Yg&;EJ+pkG6pCaDvTI7;EC)jWBe6dDrzVe~ z#hK|0bu?~*9aorPYs*0664FpC=THqJXF?b=L}L-otvg6fj&d}zWCUG_{f-LVD-s>3 zNb6UF8h%@!1PqxX-rwH@&IEgD#xrP3xx2fM^mStEPOSR8y_|Nuy+Zney4P3K=V#Mr z2$~LT7fC=W5V^qrbu5mvO*9Xq8#7|}&8E@sg@<>M{cW?*-j(Hg2)oJY+sMt%Jpaq> z41w#aJw0|PWV)Mf*_y7Xu#dm%e2%oaohQ#(W_c>Z?sM9#-kE~4aDwkiy}+^1H1_#6 zzU92XGsKd99i~nvaJc2J07S5GcaHFWeJ#Cp;cnQ*sIAEuieR9tZhf~-2koMcNr$re z(bD~*%$~Sy6#H^r+OYY-1RS>_w^Nhl&TrjLf4N=_N^cF8X*=^cDYMqvP;*Tw2Mx2e zE%fhHRtY%bQEFMQg2ZJn3}<%gj+$40cd`);4l4&URmzpl3;yA9MAX|uPB&-|{Dy|BKi4sU6$+UCsoMb=mgl`-Xqw zHsgKIHlLshz=}Z(nQZmuD5(gaXoxR8*?#cibDgkl+H3~na9EJpyx{Evu?_+{Uc$X4 z?t1DM58|B<34hUF@Um_ATyQnb8?WQbJIpTua$bH`)!q#x-rNVKy3EmQ*^Ta+tk^zT zaoTcj&Lz~zo^@*0Kek(0Vc@j(#Fb!MItoc#u+Fi$*Qqk<@ZQwVJk;0Uzlye7>vB@n zYyiP^TF+(f`$?vlv1n*$OR$g!mK9i)`?`+Z*)EyqEMvevnL?SpA8Z>c&kDC=NwYGW zbPME(n5nhdxd4O#z10O!s_y?t=7Dkw@rKYYR=ek^p3 zkao%euyot_t`_N@{cUMF-};@|t2)d2m8Fh+qU?#R=-*E}F2ZooAj1%G7?Z)aKv?1} z;bNlfdo_-s)u(0-lP(M^JPr==+E02X6N-CTCXf7iJD(dOqvnN$aR2Jm zm`eG-ltm%5r}Ct+LqbBR=;*APj`6X>#gC@*q(}NlNJy#?|A*jOv$NrRsd}$LReVXi zJuED&)5Ut*p21&o{!~_JGPMcMlLvHa&!5|WK~5DAEqRj65Z?E^Uku>Mvs_y61Q zsAt1YJ%^41AOuSwD5#d@Z>ztpn~jDHm6qh)M{y3$_kB5`(fr$3Q4R9{P{A>Tlm@j6 z5OXFg2>#~`{eS7>$S`fb%wCfJyG7nJJ@#Nko~@Obs0*JZeWNVK3*IP${p$}XDF{8I zgY3*vPP&+(Ki|kS7_iWy&iVu?h$v4?f=!h^g&U+kBdh%G(SHWMaBrxvUkLQ$`?fuv zZ*KP&Wp=uP^>7<#4cOi~ zi;3=*O#N8p9K8T3fB!z~P!$wp1wXG5#!NPU?W7$A^|v9t>Y~~`B0hGgiQB#sVwDsBF2m4-`0PX#t>D3`3HJX zh28`x%j_+{IXG>!GVFtRcU^Zz2c{+=`DY2cQTd{$$TQyx?xQ6IKXZGq0hfh+lkZwA|ROLLKI^)B4%Ox~{Ko9TIlb8RQMh)=e=< zsi~v$YGP(38+m%HxLSs{lnj)ju4mZN85`bKs<|}QNz)BwhaLtkhF*R4&s`Ybt6P#T zly8CIIqQnOYNL`WHyWq4t>KBwuCI=lDJ1nI;7UI|sgZP{C2Mx!pDP*eOcx$4Kl9WA_`052`SHlsO(xcdMz}lyeywbqdVw@V#a=sw)Ov@ z>aXMC?zt~e6iR_othkrrP<(K2f#U9NgUjIVP~6?2cyV`kcXx+U+?_c?pZ9m~Ie)?@ zljNK1?5wr2ll>~rHk2S++5Yt5cB5yj4acO0)aV@RR=-^n@=T|Y>y**RJfwEvt-WJGIpSH&iY4>m@pPn zYW84QxG|sl#Kf1Ujg+w9RFMEbIO2}>@;Mi3pYmC1K6u?HS!ysoAy>76T~B_&Hk@Lt zyZoh}pQl8)S&#GVcOY9m$FsJoM;zfBw=Bv^nNKk zCYKO0X*|G#*X!8bU4zgfXWddcVeJ{U2dxh9@!2T+&w5&@jCHl4W8gX;QE^g5LE`~a zch~#2evc$(D;QRfdx6YH8+yesQP^vowNg{=S|@64|6PMDO5$~I-S}BqQrT4 zHiKK&h~(mig2~7D>nSz9{7-}u6Jn`Y*1SEdY<##7ah#S%W-EG&V%GbdwMI}8cb=h( zCxtsUUvbg>XI4HV|DY!A-FEcLZKua2VHAT_Pvs>FUD^x(Y2^!7DKPqe8^^`gi%t6$ z3Q$MBBBOuC*Ik-*h0Bu2TDdYQ9aJEadr~5!%i8IlkGTz|t!NqZS-}S4^fN}ndFgJ>U2ABrZQ1$W=cvfRL`Fc&v z;fpnbJ-N5pc6j1{T&QDKSn78g;;bHnJ9xT9J)(;1CiRuP`A@)@uE_>8Cce!u9E;hY zU8Z#SPIOE@XUg2Dixo}2A}TQJ_H7vs(OwO6Ik@m3=@vW}+z6WYus6W?NEHOXKFJ!# zD)yyQ=^B9c(88@WtM{xH;Z$a8ch1iu3nsODMn(AxOs7etj&{jDOJau3w64Fy$MQw0@sf%p25zQs<|Pr^wc9(bPqvw=jJ9#YcSq;O@(jb}6=aaVXjANsG9 zu@bS>Ud>7ln`K58gSXU%55@1?P(BJV35#2DA+D=;EzjNb3RY=-R*_6xELP5Q4=)h) zh5l%!xVgegy;GZO@*|c*C;7YEA3dit?Cvs+@z6(&ZR_^#LZ37y;c13fJ*bsvQb`D> z5}(f+0o#TCndJBDQczR+mc~x>fxre4k$LF7x--#;>W?C4lk>}WU*fuHq=5)Nic&!+ zXh?zGIq#+&#pz(j?xN)m)@w63{F7k(@c_R#h}hK;3#3uM4nKbjWgA&QcRaY%K>mim zu#hrakWXVtpnnqEG^*K_IBXa$wrW(e6Q6#2eT={7pCJC|s6PI2#s8u&rL0{>Kdca@ zkwB%Ado}H4xK(mZ#(EkWAZGYSztpIuqqa)F&sTcb{m^w^XcLiH}++)QQ$3+IZZsG*%%oC~)=DaDKWr zkbQ4AE&pwQ-X$KZAk_`1Q|sJl@~du0QdHL*ES5vP4gF@YWWjs$Jvciz2vELiG}hhU zWt&zrzkSt^u36CZB}0_B_xs$4+WBn_Z!xi3p{gO1k^URj~JN@NrV3trzrQ5~R=<@`+(*~I5 zc-=rIp+Jz`O^VM}PT(oj{lWIf-<&0nuXt7!@2@Z1fgh2W0#i53G0 z%39*WTa@4s-3^0nmYXUM?ISMl-pGZAZM0OY3d~s(t<-cS0nv$2s?J(sqcdYVn94fM zN&MC7j8MQC18Ma3|1J(kgS_!@zvy*OyAVTtC{egbx?gttjv+-Yp8S*UEzKdcd(D~i ztqu3UY#y3F6_ZH(k#NM`eMr zMOGmcQA=W_-8!jxjZfMad~1&mo#-$_iW2lS$XO796%0ZS0Z_v0T|0S*;SNL`4Eo5u z;Mu>rN7H;u*X40~1cmzyO&w+K$n@2|*>z2--QmPW*3D~XEO+C#(1uz=Zx zJ%BaDjOt$&LxTr7^fke?5ZrsrTMCQQXS7TEaWdb8q@pcWZ&x0zQ?6c9pt>e=F97Su zPng7LXeP|0x_t945BBT7^%qMr16$!|&!mj}RiWG4@7__?nkDgJp9q&fZJ zv||i~2?$SJPFgU24LVf!@A%EJQ*iR#^$Cz8%Qt?F3WK{tr7#~Pzr)S3v8?j*kj)Ey zuA+SyI78q5P4iK9In1{SL675L(zZdT_3AN~x84#LFznXQk1 zfl?EKl`ndfQ4DLloR$_31#WobvujT=o>%tE-_Nplop6|h(;ZtMHei(o2)U8cMt#`% zkFi%25MMzM0WeZk*FFC5eMl{FZzjeQ$d&lz1eeW?i;?e&Jgc52XYvAr`X_yZZ_%}- z+HkrRcRd7-OEXQG&c0JpQBjbWpE9U}0P%6)4t*6)g~5w1SoEP!bd#2mB+ELajaH-C zfo5+{GgFJLqufM+&hvq59+k@{#t6mGBIRk;zIVVQs%r1A*xN*p;#Zi&(?Dp!!+;w& zo|=rO0m_I^A{pF2!%K9#)0n7t$A?$w192^4>;KrmW%NxT6AgfjhfT=#EQD~eWzPdGWV8h6LsXfd%0TZ!AhUFG1mrp5G_$&YP4F7p$KWA~r2Hc%)7<}9&BH+5=DwGz)PH1x<{z0jQ{!-!vE>xAq^49;g1$pI&+BCm>CFlmr%;Kh0~5gR-}2%3e5uSB1($0WjC<`(H(Bnll|^v) z=<3r|Zm>QLNuy8C7tze&_-v3ux7)ws7`EnBRb$Q7%LAlJGu7B7OZjCA_J%9|&urW- zaK~uKbS1(Utee9%b*+Eh`HI?Z`mkQDKPN9U{>2<-7$`{PE=h5Lv8{_a8JGvS@4tIK zkwBnN>nlyjTEM8&F=0cDrqCg#D4X#@q}kuFL}!z+fq&q!Y~DK2MTh}vlM)MRecXfZcI&zZ#pIg@w)5+?*6XuO zt5FOk$S?4>DwrKB--}0d5W;C8RQdRt)d7;CsUZ++d%Z(mRSB>z(Q_skWZXoAD z|Aw7IpWA2NBlp!+rqqk^f!4aw>4VCV`;!L@c27?NqgSDYi*h+pn;Wu!E2e8!yX7_Ji~9z_s%B4DJ8&}V)x zP0toHMd-LM9)3Fkd_=xu=1A%|R%sj2a{fwnvXZduifTK6NP@!Y1u(MEJ;)3a7|iF= zR2ZQ(vp?rbXXo#PN7b3oJ_DuFWw_j7GqmZWP{8YUPROoD$bv5jPG9xhsl-PX_BA|W z*yH2lEuU2}nL=T#sfO-Mn5fo$zhe|K)k-F!nv7<9(K=da2g%va*izHbP#)VmzFJeZ zSdxV01coBS{r=!GQjZ_~-Lbi+>B#lEHRRZJbHa5zau0qWa$WFKCs5ia$M_&6mL1K* z>B-pi1E+Q%Q=>mgy(NuBgIXK*b3m<`6WuZ<++rs2$NyX%u2#5X!x6F65*Ft*=U@GD zl=%O97vOHy@nwl{abqAB=XHES7R)7EZhLXh~!IUX3rZ>+uCrBbG+3@oUz=0M@R zc^|p#jk=5{;EyU02aH;a>e81Sd;A;WY|cc~Z-0*lZ+FZbM_m{Si}*Edt&e16d%>iV zTd}7F^)==Q%pB*KB9TZBPIoYWaN>mShK0qnykrcvK6=qwGB(?v@CaMhBX&AclKFA= zA>_{Z{8oh@uAkW4mhdC>hliz^~|4he}{W;fjrZ< z5en_*W`SI<^(ZZog%CQSVVl#|t1 z#yhsLJ_3`^fKh`oSY6%7ryWPawok6>BAbg*B?`jdf3x1 zEq*QM-^H>{VF^;VSCk^aS*@khW1&H(x0XCb{Dkr~cyjQto&YPG&U!p^tXR=GHw~sp zDfAmtV;?ufub6r*-x7BILh}!iYEFW;)*S4XNUGxFINLH&L{M0g2K#ZoejA_QOcyHt+|(>?6i$%Q@@mD$`H1 z9a^#0ns*$NVeNc19*?u=3Vk~%OvOaBCZ2Ue*eA^kuA8?^*&I5*<`>eK$#~FR>BDUo zYHak8HwXkGBk%Y||)qBNa3xPOtRok)|? z%?$5&5D^60Kep%B*T}-P&(s~iw*dD?1zGXih&VRq=Br)Y+Vi%#QA`NDGJ}SEkLUGA z_}q6We{W14*Y8q(vwixIy&tekYhSW{Fyy{axp{F&=ip|$jRr($pnLDrRe-Gr{T?>!giK9yQx{%2sUO^LsVRu4bX-E4SY6(xK;ijXL6- ziawa2+V>Ej8t+pjltz`HHSl|V3?-Ge>U>W__wgv_(ZasS&7P9Dg$UQZ^EI4+C9vx0 zbLV1Y<^GsD-O@Bsxd&P(Vk&?$yu&AFQ1!uKzecb>-5X;elQ*-TR>$x$*LnwKE$D); zemYwz<5UgAS98|tr>o;FfEY?;KVLDS-@RYO43%!f{3E;InOrw7*)K6h{9(9yB=g`_ z^RvFb3t^#_GmHuHnnvTuC%Uhstrz5HpBNaHL2=LT{@>@KRT^&!tG;%aEm9pgMS6^A zV)~&u4&mnP^}#tcI%6CnP}49nS~uaE<}a|E;zRZw8_;j=#0~+6&;D~ALon(FbIP-n z+8zN$4yHAG*TJF+9h?#JG3}#>BBq@{zKa@Ii-2 z*E6g$6@v{EhrM^!X+w9K3`rTO2-ws0WnsFW^VS(1zmQM-yc{j-$>z)~wmva{!Zzg3 z?=%m7QiE2oTiT58tVFU{-g-5^PZ=+-;TL?&gyKtNW6PlHi|`4lR*PCU>~HNH)9V** z%rbwBRc02QBgT+7CV#a5?w?K$f!;^|2kAy)r_%pJw5c@IS6FHmZL{~QXY}4~;MBwr z2z?uAUUyym@6bS4gBjMS-LHS8m>snl7g#yJZCulc-5T#|odP-5=&4>mr#Q-phJf}r z#a;UP35yj@<1f3?)l%`z^+p@27kn{o(#3vhgPGV9E|1wqKFAe;3n>W4u4?tU@Bbym zzEbV;rsa#3Wd9mX+J!Zw8^LKG%Z&mjSq70D&o`j56YT|nUz55sdk)WZ`>umN@5~Zs ziit0FG3(iJFe~ndL$GW-0k=7ex(z-14v2k}HH*#I?hW(~j(_h-YR?e{{IE5H7lei{ zrTAP1^qihJ=L=*pyhN*YT&OXab304ZSaFCcMKnf>Au41(HegXdlc(I_8=vu!+Ia%> z|2ca*z8RDeO9AM{ayTPh!Y$UdxR9 zxf0ZT*#0?EH37sP)+Y;5;&*yLgpKjE`}wu~hqMctWp{Q!|!jfjodS&koq1l4r0 zFIn}rt{yZP{_%#4pMC&cg&pn0aAw>ANgR%EOtWyhUqw8%`G`Ull-Tm9X=uk_jYj+1 zeI^cOU~7+U<|W6L$-hun(^jhE?BJ${b4*oi)V=rgDxIjHd#e%6%n>vGA(U?O4xWbY z0}$zF=rWVJ8nKS&skn~h+_dvGtD6&bFD_I6wr5aU#}&TV(R6gM;*6YZ!|mS3(Ln|y z2-PWK#kGlR3Ky|R0}xzE0V|6x5Mkb`UUH>|*d8v>#wSwysZ!PqwHq4VzvukIeX40e z1D*ZbU3tbunijWb4T)5qlG4;DwsL17v+f&JZ80ih-&0O#ID&$h*R@!h79$25x-}~N zi#vZEOSHPSBY^+`7?(T!aqFQTL@nfR%#VldZM8(uY&U(8x-uG@8NiB;u@0;Ak!MtL zlEw~;D75MBDv-h}-Pd{>f*2JljzJOO%g`}cV__$XCU)x@1`u69$on*aksV(6TZN=$ zArLOZRCNnmv(fk}YUyuI6d>)<77QJr9A#YJ`{$;iiW~Ll`7b>y3&edwJ;a;Mo;~!c zZkF*6va8)zch6CaG2q>KV9O>HXs=||<{>MkYCZc1T3~NMVAbD%&0-0`Q(seNVw)pK zr~jyn{k`wz&#;Gsz8>|{I5ha)%dPzCydQGER!j7xF9E-(%~sTWpXpzgp|8kBU;1T#2>zr9Ww zpG!8SKy6P9{eKU6*iOHRf_Xo}bz7mz~L3ca^&*Uya`*H@w^eyzKtUr`wDHTdy}O znl_K)IRDNPq$pc-X^#>WW)ANyfc>(x?HB|&_W+-DR$bC=DM2@Mpr&(H8Lo%-GTdP6 z(ekQq(U)tYOusGk73C;vlDV$jD(~`cIbT6i8JJrc4Jy`2h=MWJv+T7-1QuUZ|F$F(U7vsjBrfgx@2>klcbA;{^q3Vcwe9WtyjWM{S1kTbLZ zAi8Y7;%>C;flk{Ysy%-*OeBIL`!%(f<6XzYou@$VUD(~ZfiweDV@~MhPQ`wpCZo}P z`ie{QSkd!oMT318sN(z_sbX!(A-sNuVSo9^dY`cn=c1y6U&!(5s=90^L105@e^$Fo7E$;mbxWwWI1yeW_q%L zGdH4J^2|1GHi$=jgLEb5?#2%~BfW-Oob(P`h(Fb-7jL*H^(7n?O~LP2R4P@hd|SC( zjV36JpO#}&me*DSAv$|v)#VdWJ3{%zCsGy_ud`y5nhu*Ccl`M{e!nNJ1r|%}K{@iT zSbDs7uTh(I$Mt-HVz2<;Nk;N+s-1q!8dk>$Ymof%1#BhBgTi!~2MhrpvU<7g5Z@0B zw{aN@|FIvZ;n`P%u%B4jaA%FdW_7KF?Z3B@)ridfde9B*62qvHNAod`+SLTD1KBl}5Sl+NooOHG#RAkBKC!WrkL=K_Jt76EXCK&C=x?!s!1sJag+rOq`J*!|hu z?d8A@l$KQR0)1d7btyB>_reQu=?D(J{NyWLPpO;gTVQ=lr-#qTvKLlcO0{AalYiPq z<=Sw7m(E8cxb~OAqcN}i(0#TyXw~ybupqsa;{?e^XaJ_d_)!tO-MT4ozvnO6aLFOa zeid-SIn-UKLwWgf#r4}WzAkGFIOX=l1#uMibgY_jV*FLu;UsZ40Hf9Zmhs@@k9OXM zHEiLX|jdY8O+5~Fl?VpbUU!zQ<6Lkn(rmzSb4>=>o9)?Yce`kM%z1J=- zVV^7qrnKwFWlYr98WsNh+}5hQf|4~F{ilacQV6WY?b~5V9wdWex2IWR1An(QIRYNe z_9=7qLo{i2P-Z-^V2V#js@DI(#&B|Bw4j&($#AoUlb-t?s?d|m%A)wUZFX+luVPB! zpxd!ay<@k`4lss@t{cM+H+T3F-ymLxTPzk(CayCS}NQk=?|vXww5LT`U~-LoEq2I*f}*1Y~JT7z8R)QQ?FIPX_3BOYSJ7a|;p z%jGzNHPV7LGF*sToAkjzFd+0txF4L~4P>;+j-#taa3(?&&=UQ=(RSa}1dpD{kyV`9 zG`h|di4ln}S|Nsh`MGw_Kh z2Wnf=TFos4Rrw3-1SBnN87E$B(;|pO{>=;HT6(Z7qhG<_=f5JnI;t-9+7Vw@%YdVE zwAVG!S!utPXzRItGEqo@20)_rUd*{28GCvYt6YrGE&1%v+{2qg+@~ZVyL^{i?ErPC zG5>@pLQ?Y*WA(2IH8|SII_dQB+{N52BOSGvt}>5+Bo!1BOJZX7=3pG~9f~q2I!6pE zi|!(DH=h7s3|8=c2s5}`@c%a}LUXF`+ zf4F?8_d@D`zbl*mQiohFSWYn$8e(;r#@TEr}Eeb+};ix-T)Kr_@d?yF3}c0CS{| zFmR^^nN9Rwl^Yp;TAeV4-1#X%IAilO6W|ZHE9c2#dEFwj;;|q6QK)d+RhDkM;-R2z z!TA)dX%oWqFwMhRF!R;xX$PpDR0Y`q_hV^ACP{-t>J3It7LCSuqHGRI&zQVcz0#e= z3B6usW?V+ChiWrMWf{)Gw4d(x4>02j7ErjcDe-TNn~O?I^Kx=>`pnUmQX0#{m;>E) z-6A=#$9F={vZMy;PtLiTS!13}%K9QG)m;0tLhcxL_!N7RZ}hu~B>p(;T|lLcsej=q z%$H13(9v19W1bu?H(Bjl^%^FoX?mR?T$4Z0hd_3-X&1g++V?TM2I0^^F(Z~n^`z34 zL#Z=T*D(!CR%mq`jN1YrOU#$0zrO<+AOsx3Z1c7xNgw((rc+qek79@1?1|MZ5=g#4 z$|KH4M^IMb;ZPC!kaKQ*0qwb2&iCCD;RoG^c#x&@r+eM$YBFF!8eM|WPe>KGv4^bX zE6FsuKH<9pjFO`x@l}UNl$hs!F)>ge(vXNk`TqsD5kQ36%ZR#OMH(#&ag(+!NzG=q z5{Q>AN5rnau?>gCI0tHlVW1d5*oKgnQ1Tmj&zplp{*g~KmP_)cy#Eq6q!&;0rR5#4 z(?^r|Za?mVOO1|_@TUWI13wBbEcF}R&r|;I2WkdG@8<=-#+fx~kbC3#uS9p!e9#Z? zQnTrXw(O@!8;PHion37)NYQC%0ZjJ$#MzJ7eeZ$W zf!e@uiltca7R4A`OA0x(+C@VoSEQ*{$H|%y1!REKg~_d#O2ag9`e;6|jU680O6h-S zVAw~t{g18wcx!_U&N@~%jDqk3x@=*kr4;F>At3fNUNtg8dN)(!I_VCs#}EDLI(bI9 zTvY%6+IdYxgs4wO^u3DWfO5$+8|V$}BwP#IP|`+6X3MV;2(VajOMS{pO0`;VT=KFE;%H(# z3`kNX478KF<$~3|iqAW?VdBT|8kO~F*zC|)e)UIyw_DQJ(+;cP6s#xljVSEYkiLb4 zGC*h}B(oZ+Yfe=zUc>;xJ&ds5_ib@TYM|AOTa1Sx;SQ`e)Xo)Ko%4dhvak)oc4O18 z@KZ6$e?JWP*L_@n=0H=@@0_2=F+ZS7lS6<`sl2GtWg0UI$dj-#*=Hhca>1pc&&dzk zk~@q*8tS9mo8}^Rl>IAQEVB}-UoI;c0|6G{5vF%WryyLuAbgk0LL0z#gPS#h*l(#7 ziIWGtYKl%sb@#TY(9j-kAxEpRRN-|H1Jo|{^^;5fwIRzLM-n$gEh%!DR)>qUR9BZQ zHmNzkxJ$3r0n;B{7GXe`8{+lP6zAUXudEtS%mlznj*j_L@ZN);k$R{3S+7Z0YKqNN>0@zZr69UB9OPu)E!$+QK#Pgvlay7o`D3b#~UFEgVrFIgG)nt`mh zJO$x6gium6By5;jkzD$)&|PGh^^BxyhNV?#+UbKL$3cw?FAwejHp|% z9aik(9A)UohN-$j<9VMZE)t}617)v_a~5U#3G%&ZgGD8?1b8}Otos4 zKOmxhp0#rS#Pyso|K;b218seQ-Iq3w!TGtc9&bS7B-*kuzcogVe-iM+ty{8MR4 zPNw}5{r0F>lGkjlel;--OKf8Qk<5FDpv%DTo6Rchs$-WNzvr>+>h+=^z7{pU*Vm5w zAti1j{+*7Fj!e-+@{6R%ty)Q069*pcGY>xQ3J=G`X6LirByX2Uw)*f36Wy^U_e85y ztxS2qcpW>ZqPoVSJPE-T$h>19k zB72IxSN3h&NqZxai3;!7S-E>W76`kUcxZxQJ?r!|ahyi3#y>Iu0GTkrZZ&%;^by-+ z#fH>g7(}WnGxF3X`ku9sW&$Ir&)L0hSfT*{a8Y)$=|N?frm{2Z&SmG=8Ov7lQzN+F zU)}vlyY)ZiVOZc^_rSjKfw95n#kr&rTqP@3ku_nmHom*hbGBbj8whx+h^n3q_;&Fn z^65mN@!%9}a@O8c`gs7M6&EO9mo%C^u3@;?U8TLwsNwp8)r?+9|%ro@8M5c_7Q|a{Oc>>fpUqGjj+=X>$X{#^{JNq-DvFdCY zh=tFCldln@x{blZu|Q7OP2TlKLy{5$vSf!NUA(lqpH$;b348wT2C8$_^?)!T#*9%k z7!7_5dy97CE#viST57iaJ=<&tynfP-yk%#5~B9hU`a=-Wvq{#H#$&NdYVRQ=qmVx06r$JiN; zKJ8?I(0Z!nh7oIV8Hj8~#0k?T_v3lM==QVkNM8Gh*o!;3G%@3{d1lEpFT=8XiC!aj zDNjuKg(3RKV_tk&2PJ(dEy!$f?$k&l?|FQ~NXa95|54=rqa~IfzWC?>5TA5w z`SYph!GLfeJEuIdRu4+m9RpnO0K*wMGCUlbXpL^b^Q#W7tZHF?Yc`0vW~R-nFhW+8 zRv_*^M`04*sJ1HZ&+_rZ^HBg(kZeYOZIJcm>{I~mSFx^g@7+|hiOb_SoEdPB$ph0v z@|e1^_!P6M?MfRCi)BCXnd68Yl==weeFR3B>9BnNjjDS$Tp;TR)Ed?zJGQ$Qw2@!% z0H0TW5C@;t^*VCG%X?xA5-^38?Pz!CkzHRkFFyA8=m!Po`oJ|CuPU#sE-E9R?W}0B z8-w$^06?DAy^T{EQNP-{b|e-&nF`)1N2IiwcjdSoZtdS~Ga}2{a3l>P_M}Y+${OkF z!|vllROh!xAvuv_v7ij2EiPKy{6W4fsz?TzjeQkmg(O|EOz2H20Ra(Z=@E&_(Kgww zPT~sScHN!*fdxtj_ytOVhQMdAwBo*Mqa3LcN^5wdJrRg15L4(+W!wK*-D>S`F!u6H zq-XfEBW5Yf|HT4~ObMUz1ks+grFq9k9{fi0jku;EvS%QtA*<)EFc*piti)zxMmiNC zutlGux^xx${hA0eqfRWNzbZB{91L7sHx(-_em~GPD0RhN+chXNz);asbd?yAbo9M+ z;CMjiY4&QOV`GeVgZoX__u6xh;-^DJJMjgnEb-+8UWVYlJW-;oYMzRFT}ptU74 zF=k5s(3ZVPHR8*6Qe;u>Z7lNN9-}i3n=GM6Qa9385bw=JU=a&9`j8hkI$wx644Q`S z%1vH0I~;`+6;IS*ip^jFBwi`=*1yUQT3MQjMva`;hozl22I#5sFCL{Qswbfb4Wq8I z_HU93ITrFk%{QN0x44=grl5LHCi%6os^Z}J}d-M<9Zt&3$%Gam?sKK804dAO`$p1X|cI$%aPlPThSL<SPp zH989iunp?l2PI0fiRP%HF#esJ0Y;N;@c6-NjlIiD4ncCmoqD=mKR;%Y3`qTOyRB;P zK#Sm|EOH=Nlb^0rrvXbE0baH_)?YJnMlCBv*0&W+fX zp^_rjh{-~@^fNt)myA{I9=2>)1mR=6i@-k0N}9IdjCzU>QQY2pl~*y8m5~XEr`kjz z>eNq?-edZ<@Ej)DVRuL)KaMT8izD7~sfZWQw>z&SeB6IiPo zlq98RS=9ydf02U3RFmsdSYxl&?nGZDoI}G*rh8e(=i!R=?xVXAMLVd8 zy660nxGb$b*Rfi08uz=vFspcJ@g+mrY@eEnz z6V&Gl5Z%D5EgeM{{_qj|RZ4O>aPF@NE1K8yLQ6a{K^&c^>N-_^9T_l?VK?Fs5dnr< zN!+M0!rlx;?|2f+Ux%%%A)=4}Hob|CIMpA_||T<$Ns{~09_#O&k~g7PvLWbG}Qa74yZ z7D^%6M&cUMFS4xyC7{30$Cnb+JzzhFz=IAoIp^`(P5Uf&@Qzt!JT+*gh9j2PBC3AH z)?@GB`Kg3$(U|fuCZDdz7COm>Ivne|C-4z-&h|i%q0DO3Q5$_|)5RSts>QTZhP)C( zM~a*~avpz%HKoHG_WMZCH2#32Z5^fl%C4~?llR=m;o_1%F-aSbCxQ+-_|~x-Y;(V# zr6AW%9SP$V)+d(xYzdXBL%*w2ig;00?d{!TtVej2JO;`PRns8}O#aHFQ@WGvQ z`W;r(Sb~9z*3^%Oo{>v?CBK;%wr3|$c4K*D4X%d@ zua@GkIByaBb%L};*2ubrTmr-f!y+ zqV_{YFMC5**Z?=Nj?1_de=g%~oATykmjcDX&lnZJJmOU>-OFx8qxW}2LtZ9XgLe(u zqrHXF=ne-BaWbUdx4BX-mi!l)vNr3?QJb;-I!U~P@@w-pPk9(cwQM36E)40s?^3Lr zJlR(xwdcL=@MS$;Eczq(d=$r1y2ey9dk7NyhnB+Z83}?JyzO83e^5{#{<6;&B(W|? zyS%iMkdV-5qpN2hunivADT7>zjrXe-Nvhc}-5vIv#+zA*%^PL^Z@PW@MNV){CbXOv61n9aTvt-1p5g zo0Rp|%Z?$U=3i1fb(8%8QgUz-G#-fo`l)J(s3QRRWy#@2SgyrS4i@u*{Z?6J*y81A9c7jHa13pW0`kveS&RWOgWRB}LWInWk#&s7x{C zLfA1uMbVZsBUxu($bj@Qe&XGN)%8FcOF+%J zrV0Qpk@r+$tC8Uc*Aks(OX8zg@;h3dhvsyQsSvYozM43K5A+ouDfh>yYPuLPhv#td z%>JmoD`W_-aP~zyczfFE=O+PLS3QP$2H5%|Y1X60A*%VI1fSmdgpZUMkz=uS`PYNA z=YAvm&;_@}?*Z@3gfVRYlIbHMeCxaY2CV^HV9j~wg_$PvY7RB?4VG^8kx9eKWy#>* z*pbv@i4O;tjoW^=s8lQol$e|$iC1XUP*m3ybrgbGyR=(CWs3V=I8iGnAuq2=s|;=M z^owoT$;KR?dHT80ZDs`1qD;QPck6CzHXyCo^xymWKku8w6htf?>r1A77vzQa@)Gqp zYJXFdSCw3?9}=JFwaSPWmk(v_$imvQm>T+vN5aj9yvP8O{y@g(V^^ojSA!P1D_7uy zS_pCZb@7tl-v&VNIs6~^YAI3>d6yZP2PK3Dq5c$O#GOg0vIRF@640rmdiW(@X*D|N zgbQ=)bW~{+iMz$Fvg3Lv7EWd_7cfuEl~Rct_>U8A>gsaeGDZFTwBkc<)TTrA2Ul&CPL9b47ie#(;CmrS@Y8*|xdGUomJXPp(* z^>hjRvq!Ny8)>_83Zd*NTs-LXN2X<`c}J~(^$R{D8QxG--B6z>4|3uole6>n`7gfH zu*kXK+^b{TH8kAh1Zi^NK~2Lz{*)1>uzsFzN=OvBrNrU3Qm0C^ zFCx^qMeSro7N}2w!SV|!K!)>AV^X|4^aJj{gk+xth?@woG^1_0X3K50@bCo)D%ownVe-8oI>93jMnbr^Ihc4(1vb ztETU;&LI!MugUSlHMaR){I zGp_&al@eyl zb^+uANtHk4#z%a-X9B##OP@VUw72j()RXpTjy(eqBhKii;hO zMy{4z!6Ai_rAh8W#DDb?Nyh>VN+ipgcN;ZS?hn5dWg95pINnPk3b}qa(~Q4_W6y_w zHyel_(hsykazM{vIoGHF1^ej#LTW7q+Lw9DPT@Q!O zW=lxG!S!CWd*N2zr=+ck#YpMffSd%|o*wB1HUEtHT~|F4hN=bRk3aSE=IA*XllW`# z@n$dEfiwxn$(YnaTOtPQh;}6ZJV9`lc#`z6X)MQ|a!ES$Y=<$890d3>ZLNjAsZ^}6 zeMO9VaXxjdw0)ul!&Nf)vYx!Jx&|Td6U`uxEX_g?)075=BBequS$~pB8S|o|6PcV_gUOQB!qi zaIAMWp|{!r|DF^%- zTGDqGK^=sp@IBf$^VTmOAyHyl%IQ*57wZW)KQK||2(yH*!U9n)u>Za?ypO+f(RK=;=f71=W+672rEI zYIVJeXszW8RA!2-q0AaPeVA^rPWf<^mDTN7K}VU%m9ALP;V0zgyfkUcV)oaBcNnXo zy$4^rGxK15Fs}_!vp;q!pw;EXs#W`N`!Ue&?_As>RY$DsDMYdDC@24md6^bgz7syR zH0$-m+OYn_K4QR7Y$NdMR9Aa;yW+r8ulkyn269PBh=lP3kM543=2x_2^TV1$R3e8Z zUZKB}O&ap5^22M+8=|~z(ek+>Om@3sB9Wi_K)E8(Nn1i}E4r5Ha9U+?LWb->G2eUf zR(+`xf#D)o6Q#=xK?jMU{xfmn~XdhBEIH zerSMunof%jTu)Qd7J;ult-KQjk84k^BrkNI-Toqg_)IAjiJ$#!Mj&cJT#GrkbH_~7 z&_w$v&_sjR9qc|kJYe+1dF8TynsV&=6xQmnK}_v#ioYS8cJ`|Xyvh7JXOE7`2Z(4v zDcK~hU?7#}3NrGfJf9TE+(|hKyxMDHteJ(?oo7h58K~g}uPSOyp9vMbnAF{U(z2W` zSg}n9zwF@6BHUdJ=AzmapZ&-Lv;Y6}(ZuiCLRiLKdgJ^@gpbZ6=50ZXNFOV;TZas_ zBRD=tSz2jW#4F&MzZjKig4a{wka|W2zS1P2WylpTnGgH`$Kx#~z~#4&O9W%1)487D zmwTJRMy7Nz6l(PZJQ-DQCag3)%`MFeTVA51j-HrAkk(vcy*ll^bHbY(Y=sq2m^yQj zAz%&S5YXuy{zJ{sdSo3wqA^-KV{N!3(^g4qK~plgT}fN9FAJjy(ML-Myh9A_}!OW7S(SyM^JR!ga8Q+X0ZBprEe z%iJ3IfdX_EH=4l;H1f;n{1FqA=I;%QyVh^tjWz^%1ue(=kNsDoAK>q~OL$*&hC=K3 zAH&CER_>h4WO-E75<{$3OaX&q(xO`m^|cZF`TpZSlFA?mGLn*tCkv?|af1ITea>Q- znwA!5rH*H0v<_G@xauWhN}vP@@nFA47x->2ZrLNZez`+#Pdi-VBkqV&{LpR=xz|_Z z8hbte=f}^*{?yd6lV4sE3UJ?OtncHDXHul592c)#cAA*HJaTR}N`(YyS zgdSzN#o%PMg}Z7K z_Xx@D&DbNibwp@h&Y=aDb3OK5X{ajlMCtNqbBfCUkT!5|?)DFo^UKQ^i}Nw8^pq9< zrt1jvg6x#@@rfEfPGU6PZ!dJb?550cpHsH+p4^G+aId4TNs3(gW+}&g&-mPH7{2PrmAvi^Em!`|>PvvW_>bdV55O{fQ*4W} zEN=}neYxvXUN^zyS6$_d=7rh|j3=#H5fNb7GN2Oao#&uSQ8ZYy2jsEMigzAZ4*Ovj zNT_)8-fb~hT3WUirx>9?vBb>(+1>4&{w-n(tP|z7aga?N1Ns>$iqb($Wh`ZT-Sn~N_hieVprh2Af0?-Mj=D%)lNZoQglp2<{c3VRfbqwm+4V$rYkZBt-)7Cx ztkm)r#8b1|y_rBfbyEA#dBrP$_PKa{6EZN@lX~J0$42Ld(N)i~R41a$el&!75^QKhnJ=2Qnh*vH^@}yJ+|O{V&;l1xwPn8aq^h-P>9hy>;!4 zy&f!na0vD?E|cH3%na)LO^07e@kPwl8cootsaly_$^@_@#8qf>hb50OXgf8bR=6Q0 zDXj+XQKB3ag~@?n0EmG*48oOFXjdG-^kxA;{_$=fF{VgzArm(1mOjDj6{?Q+t-<)~ zvjIVBN>52bx&ApHD#zRD8wFiklu@qq4SW5mVq(Lvwj~z^vCUJZ-|Vt(&eZMBWMqMz z*@!)kpjF2x1gtl!azFS8u(>*^)#fuTBrb7i`&%oaqu6Ord9JEjoL^@A*O$_ODZKXB z?2-@Fh?bEbh}o}Tp^(k{2z0OAK-J_}hx(wr9FFW|mAOVV11=Ti{%h~8M}7=p z?c)xgY)4B`|07z# z=2(w3a6JsIlGtrF*j5Y9ZG=IGy|wwi9s^dJq|RtLyADVaQ&jt{Ui7Z3sKglcSU&r8 zx5KWFXTK;{?T1uuX(@UoZe~jEUf4ueXxyJ9W!s%ur@D0=uj+Qhp*`T~^xvr~s&Cl` zYCb?id-#mY@uUW=s{!NN_=@umc=6S8-Qs`D^&;KtCy{-;)hkc&_&&blyO;DJrLIJ< z9g2#{un%Zyy6*Hc@5xJmVcM^)dAuEl!Q&jud9bBF2oWG#lybkgD*ST09NV!Q@QGXB25JSF`c)(KF0)aOtf=8aq3{P~Q$=X6mq@03Ov!E)IApI!0$S6H2iNAWO`enu(mYA9 znubmZ9m+p z*TU*KV+we79d@9d;VJL0I#d|R&Qkm6*4m8wl&IgsXp=R(&99kb6#$7s7kS?mMd(A! z73(d~L797uR;%YS5~<26qa)egy}cXwU0K`+){M0hVdKIrbR`q5v7LSdkI!gq+Nebr ztRRf5!Igc*9o=b~M$uZI<-yD32=mjPP9*si=B#lDSSMmyWwpc<5gDmz3+1E#zPcw5ohnxqUIm9GM2VaCn1ee zz4N%&Fl`o@3|8Gc~YUy}8)hUB>S&q~{mqg$(6ri%rr_ikmxs(vBCnG5^vVQda65wv^`7(S7^GpatClOi?8;b#o;whf<2! z!jMvF1Yz$kCK;NUbm$`9+IgeG!kX&h06Ut9jq7Hxq9o+Z=%0SMU*L~|E98*PD56;6 z2XHKii6UyMuT(8Z10Zmy^KLKJ(lg??x1@d!3wLNjh*qyPTwEjneM*Cplj}XW5SPIT zdXkBv&8b3Ny{Y0k8tqy?Xq)D6VAs|uZ!J=AQqZVqDZvSz*g)L6C!wwWS@) zvi;z7A!GFfSoamhNXc+fWQdxgx}=Q;M*cH=Z-sP4k3;Rl8bdq`wk;{&|Af4bPMb2J z)Q6n6BBevygYqj6OSBaIBYlW|eCkGMVODE0L6=Ju+|hQcu`znhFv@OWy4irqQ7OIn z#4wN{A9tfX206xZ+S>uI0d!TD@K#k-iBHJddOL4UmoBGh)nnVd*)mHG5yzsqg;yT)`hcxAXokE8uxHFW=_Ky*bYBT1V$Pb%&b~^OQ1ySv! zpDU*dD3|ft1)nA3P+7hVXk)05E!KtV#_VHAs^A10{HG8sR;lWOfikB(QfI5X_-49I z(`G|^u!c63CA)+RcbPSmHz6S--3L>9 zpgR~&^Z$nNwV5dM69rpvf=$*7=^eM1lpaSCT^-LEJBaulvBh4W78rJ2TQ9p4;Hidx zP^-HaS?kR8$0o8NYbM~bOx8cJ;Cve^{GtX`Gh*#>w)GG)GC1`*1X7a93z~DY%yDJfRkqMLR$?q7C5+y^tG!BVY-dVOls<6jpfP8Qz!9Bn=*c94PGe)OSQf; zCqtH^Pw@#x6`tvb5dUeT|DO4A$?Ey)*+twOp|LdM&KJ*p+Q`RueGbp@FpEMcPN9;y z!uuKl8ln2J#~xEY;nHSzFUz}!1qW@kLi`uL{3mbNvetZH9Xn5{Y5h<}HOJUC=@qKG zwE{@a1oThCD3QvBl7r z0)6a#6aGC{t>h@ZU&GH_Rx5G8qYk|ky`wfD2DBS;Gg;i`;{BDY{umkml}UOh@})EgIDIiho!#Ilv9xx6HEl>#YSYB1pEWw$PRDY;qu$pOAj5KcK?3t(N`+ z%UNn|cNk~v{xNTI6@6j>%PftvlQwtf;xOBJ?;%_dex}j_SeT1XkMq|rEs?gMFJmefKeLjmR~5PCuo^v_=^ zs`RW8=wKI|?eU;j>YrZuZL72%OlCJB0M`&(^=_nBX>K%vGS;+pb*!`OL3XRVtZ$)V~+O+jiI7UaU_D*udI_*xxyF*z#m zKMCNbH=opQ49n}t4sTFF**)Ya>qZ@dPAFV=gb1RO(Dx>YT~cSq7Ew9;Pmx-X|7-b@ zl0S=3qNQoy^F=ZH-XNpO@ka(Ca{0Ztwd7`CMPj~oa$k6liLkGa`kn3uLE<) z5-AJZp(>?Ig>|- z?9Vx9q8fY$+K%Kc-j{6jtlf6)JKe=x>8m+YdE4FGCa}QPK7|No1j!S8&}=#N>s}>@ z9bn51?==X@S72)XY|h6aYZ-00QmRo62(IzTDaec0^T2s?S&oY;rRkI!2TKVFH^&0Z z%}#cBP84(y_0nf5Mksry#9^3KJuBXLD__5OWZE)8=W9jB5s1I@{`(a85P){AK*b!^ z5dBTL3H^@^!h!b={_;J(<-R`6CPPE^Q;on9^!hVJC2b+Idw7$HYsU8+p+Pw^tN4$W z0*l~TFXqh59gA+Z(m&1=;;JN8m@*D^RAp1kA}u(YmJWdt=yhz)$m#GSKUz*uKIM5U zCer1qp^3Gq75MLP$P6e@_H8%aq%iMr3*Oxc=PQ`_G6yaXQ;A;Guy@t6tnR)_zy=$q z0Dh`M=yAuu8=_=}xPYEiu$l18Op9EdGr_6{B$1URoUQdaBf#%jFO-Wm(Jk8(jm7RX z>&!`$+k8mYRdoaY2`qglX%g7;q~ZYmoV8uy4ywDxxt1>Nhn0RxA^jAxCJ~X}n0KT| z75l-3*}D_uS%MPw_3S?6sml^1C_#d`XWRWtbMpB1MP^QmRX>o!mnneaz1tiyLOcZI z1hJsh1Sp+p6JujY_mHM3;pD~2StMX_8jkHd@k-Ye+h*N?oe*TC$wXhZ^mRmpS!oF| zIeqNhi0Ut1Q@X&=vuVJhf~0;b889(XxJUo{RU=4BJjiAJSZDEPNGGdKIZw+ zGGQ6;gawj(RegQ6(yu=JJ{^P$&L9)@wQN1-#Q_5KqecxW6g_5OOjC3}i%ft&SjoMfCt*AF7M z?%FbMH@^M1Nlzs@AN?Mk-)>Bk*XE4nzlPuWu%qF9Wu++(V{HC|geksn2zJrG!7}EI z%T=VTXslxl$N^qri$-oiW*PMFFm1>SL`BlaGCkTKui7SU`kAG)DLhbcAUn zgJqCTh^l4rO8Oe?Z;q8RoPHq2jo794D`#WF$p@fl1T?K|v|^c-XXUae(_uNB^s^1m4U_Wz9+RGejKRuUhCr=N9zapmev9_b- zJkSC-g79J8(imT>$=RzOm?CuF>u-6qO^mce*!ta(J)+~T;&neM!}BhKu2AUrHj&+3 zL|jw!cCLQzb=g4^+w>>E`|)H0=-seUuu|1_Y;Dux&Q+oX{fswcj7ca>=qlt5JL@#r z^o!aOjuOaVH#B@Pbb+`W8O!Gt*@ys*XU_uZvCon?%D&N2Go!)&S-^3Ac^8PCW9G5E z`V4nL3OfyNl1v)LjpOT3uyMBKW<_1pS;dEvSKAyPYa(_@_IwwUYq&Ctn|6&pq7WiL zgO_LT4l&?N>1f~u>R5_7n)gG1Chi+fEV2}d28mVBBXEY~W&PCY0#h}A)cH+<3V9}v zUQ&lV$KD!qk6B^AIVh^u_bM{q3+=p-eg~AC(V?_*s<^L=crYDGR}lM#@0$6>aB=F& z?Mo5g+k9yC-RrG4U-{LCYT}J+R0>mTg#W=Sj2VjE)2^r|2=2XeEH-QGSHT$L^z&N` zNH@<>qdg!*t=OG=^0Ys_4t3)^b2`sv%NT4?b=)G>z3K$+i0eKq^qM%Rc67B}B-t$` zuutB!tURs=5mvs`LI0vAOite)J$Ul$FpW*m-W%*}k#2v4X~*|QZeiWqWW6Kg9qRCW zO@yw%7d-4xwcoRhTzY!|(p-3BJjgC0TMi{;c-}bO`#zFHREIdM(he|^(2qYT$sKID z`ivYJdeli@havo51rq#&Zyf;@Ad?IF@zrc4YPQ+J)0qEo4~cO-EM$-TDT{?I)Oj=a z^6idha^WH!CGZbCCrw2ac0*u?`AW#|dQ)h0WKCvEnSeEqmvkViu;=e(MIjPF9Z`%m z2gh^=8p_WtvAIrN2J&VV@!3dyr?!sPn&CjA+FQQ7i-`g>IqIs)a{ z3L)HX+IIOp(Lpl~gEmuQ(1+XxSYR%DlJkqaOHJ}h_X?EWAs5nIP)9EWy_=@(dj7mI zasR}`ROYZK-b?}TU``MIkkuE08x-hE>Wg|^t02v1+6~k59zYgZNEQ3bomW-`2KOl& zOQN5%Vv;T>2shv^S_2qc1;NBNF%cJYt8FG?V|+ z67TnyYOQf)pg1|r{iK$v*`5K2T$s};)}JNaOK8B=+MRh-j?K^S$?j}3tGHrHSULS= z4xsAhKS_(Y$X{JeW3}8N{?ZC4x+^y@tR=&XRLn>alCXaOiBRqWzmbjL#vh2cAbuhq>~!1v0i>M12D zYpo4GdFcp>wNP+<{8Fq+T)cT&fYV3xwZjQ5V3)@o>y}Ro(Eb=?4b>LV-^M-X*iq-> zaro2$nW2)1rfpALi2ep@3a>rpE5>8IY%pKZ3ifjKWrQ(uxmdc=q8^H+P;XtplANl zlu68#6F}| z^0dNBxOMvEdcHwig73Bd-)lZOH44yy|NpLZvVZ$;gj`CmR01e{j^(8jP#6V z*D!AT@3x?b2I6-;ztsS*YDY&9P_U4!b@L^@ql*Sgv!uz>9Ji_dM>h}({I4|+8`sK% z;K3ww4Pm09z(9^Y8!Lw`!k9+)h85n&PX`+p`-!%=UyLX^bId{^=Di-}2wE>x_F0q_ zb@oI&Mc==LI5l)q6?itBpR)YMLM7~5b1*CYx&?vdetVV~4lx~iDm`Hgr?$@m(klOV z)gSdD3paPQrbRDrRZ-@Kk~l;@OY;}5nj2y`Yl!>R+_rlKEf+gU3Da(G1*YnUU`Evg zPjWZUBT5uc6LUOl=`#MV8!6A{Ya@{^X5JaC zlSO?Y&+4{}j-fLgmJ=+;BS}oI=H4??WL(Ln1loh^zSyzs+Tj9MU8+~FCld@)A79Je z&7b=DiF>)ytp*q|T5lN5#j;0ogY}11NB0IS+T!?thU3A?!(n5233F&FM9EKyF#Wg7 zkCQ+$$=oS45bhY*p(zz-C~eW@dT>!3hU2W8C$UO*`e>euR~+DTw&|2|XJN<0 zQ>Lx&k9*Ru8&9jgE{GMnPLMbEe344yi=o@oL$jp|vl?~zY|HuoyZR8bz@D@Q+pYKN zo~El;zH88VPu7I*bGt_Iw%?wjl8Tf~!%x&)9L`(HE1yyPdiIu}f*K}pZn6=W($_e= z`sC~r)6y<{F25eS^kIF!@+Zt>pS@|NybRi$LHgl*8)sI!&ndF3Dpg)CV`g%Mq*2`l z4xknt&bfQOBZvrQv?M~lzu#C>fCrhPLZ>M=c#(_>d z-oronFt63=*s?=JRM;4CBbeGEqGdpdd_+CAzp@Kblx*^qnc}`Ji;%{ubW4=$%}G+( z=eO#{KVesdF3L~S+_C3fHGTr-DJe+$Ll|RY9f3RXOwG=-O9tvwteW8wQzICsl2l+3 z@z{{U?f;DDv(uGLv190Jx+yAt^Z%HO-dp640g|W*xv!b(S)nH7n-Q%S>GF?8|Wx~)4%$pH(HMn;Z>If zZo@Vz9~FN8A~+e>EiqyH8@@_;>}V}j5{+F+Qg46?5NtuLH?+M%nb$FnQZ+`E>fOT&lLb6nXZzsnYn)B00PVz60X|JWH2OKeQaLP|g7#UON6(+sXK5ZpbGWJq9ry7cxlZ zp4lLqgX@F~;&LL-QBLV~b~w{LXddq~$5*VczZyoSv>cB64~$UKO>RMrLfANy(42bhLQn&907Y=_p=Z=3H=Zm|rZAl52 zOD8!TwIap21(iSSgOwe(F{EkFxu_;}oJ6A-Jj3Dyz%vaZFumbUW!yhpvFkoH3ygcgE zs7|`x^`lj@X=+Ny?d6#EY(VWTg6kfV(dBQ!Qch?L$DQ9A`WX}?mEqY#lM52;J5+4v!SDHi|4mip!S~gByiKVg*~)|dhgmK${w(w)VL%?mx4tg|0!SiANCI4< zX--7SNBDOFQ)0bPVL^xzenCiz>?(dzolVV zF%S*IwNd`W)Ikx5mdi-dSsn|GW?)#A!xOBU=J)N#3jy1W_bj+jK2EwTw zx*=>j!jy=8WfJ(92yt&AketbT9)Y(3_CG}C6fZAYiVj4hHD3sib<-Qw7!}Eb^`+Qu zH!#*r>F6+Gg4_%Fr9Ll4l0OK|o0%wi@}44S#R6Ljt{qQeb^Z->QAbJ{hpl#E6RB@c zin)b=m_X1~w3xFL$82&Af?oCcrxaF!i&GHKYZ!)h&A^tSiI!;>ih}3*=TXcS3JSsz zH0J2j5|~N>(QI_4?-<<7d3mFdvhgj~j->>`%txFMRTU-mYt#p!7Gr2cJ?VmGVQ1n* z$n)p`ab#kDp|Mv#2>=;#|M?=KA5m!36&>Te_~v-k3Gr!#o0<{qq}UP#Swtz6lws4| z67$rmh$}YVr6+~vWWBJqF_$0{e5{!-2MISEciePx2#X7YsOsj^rIRT|f{iU{HG`PJ zFv<6J=%2Y>v8#C+4pO+2LuwPD|0*gB@)P7m;nj#x&17-6+Z{^CoXY@1uE)_1)MFmY zXND~<_c!2O+@i1(Z)v22)K26j?!dHPTdEitNmS>hicp9l+LGAL8ap|vcshI6;%RO_*L zOJl&T%%knqOeMzNZ&n@Ntuui~E@P-%eiPXMD7tAFdT+Xx1@PxbC2Vkat?6a4ltOzfE*u4U`#-RF3W^=nXdhToOh%WQ z_`%PLvPwUg)ym&iU|f|Yl2+FZf$6GHmN!xs4_;_fgc~<7(VDVe+G;0M#s+a;P7Js8 zh}ih{_Cv$P7|&8)e--disA{9u7lg^;#MwIRwqpJTdD*lu#=U+ZN4z&Vx}b0sK2)kV zo1Pfh%v>$9UVw)cGmoIVGn(aE;>q{`cp4YH<4-88Rdm}blVC&qJKk=FQ}>%?h2k4V zl&X|o0|Prn4D>sNA*=%4GudsQVqHMpVm*tFdz@vZ$A-+mQH&OSSp6n!3s5wxqXJC9 z3L3U}r@V@p(e&?kG+-FET;O8C!3NmTCeN-1IA=0&?u!it>sJhn?elYW97WcBdXg{T z$okb@gq2Y$=#EoCb0mm;Qh(Q{5lI=ubej^S^*^EV1D#U+mHhmz%&zK2ZeVX%omR>Q zv=G-QJGU(d_aJeOu*y;uVF9>CfT%w638x>)IR!aL>uQ!&PqL;H-mnh(eu4@~G{^1< zNP$9p6!*jNDfLm@3!ZG8nP@>!xIu0}i3a1kdkHHT3_7hv$ArH-2^6F8Fd!@aCvk2R z)-OR|M_)XQ_MdBW3gapao(2BzsEsiSx?TQ<0+f;o5@|}-kL|InP|YqhWg?z@?e~|p z{ST`LHZPm)2ttAL5fSn6uWUy-5nX){!x~N!C<&7JR{Wn0V6EuD%2uglybIY4nAv}^ zi~S8DZX{@8>e2XpX9$VOAU)n=Uz&SOC%(o*Idy^~B>R3`iI zIE?Hwf}F(Bjt8S*>Z-6>~ zYboF`Q8D6pnrXU;rpQSQDI-QF#Fk8)D3R~#5UxDFj>A(H6Z$}I3f8_!s_KoSA z=0JEIGxW`zGbYsrH3rx9{YXSdSI|)&joBg3y}=*pR?-8FH^GP@OcGROPtcH=oNLJ! zyBiw{o$L?r{Nm!Z`f<%*EGx8T4nz%oM{p{F+y>DhDuyPcT2b@?&vlxA`kiUsgH(jz ztzOwl`+^>DMqI{@hr(#+k+-cP|1*_?K*5b( zC27U@+}iS8%)Q%j#PEUJS7@Wu*(4WdPHQ9#|E826p_C#|2Mlc`4xwEB zow)`xM4-ijWT}5Xj7N(tqCD*OqVrusM@YgKs_L85wz50qI+qR-6f zq#g&C=((owKO2ygAodi!rFLT;+Ne&vv00TEQyxRV!41B<>q{{agCu2T&TKJ^NedLT zO|O5q5<~9v&Rid-L$31O;zN}l8_MV9(HhH?|EDl=sW zY{o;%4aX4!Q-?No;`ugVE3Q!8tWnz&Yq5W_7#kgoG3d|SB(VI3zbGH9a*qD`G#pW` z?XHRrNlTr~_;Kf3?exy=_4wSO)?~!jAC%c8qY8zkd0x}XYUJY$R{zpUZs1I{5r?Ov z-gh}nl{CAMD-U_DO9dQ+0>@vX$u9}@tIO<4MG8!UsK~=g7&q|b&II*guWSO-R#+x~oID1W^$ieUHp#tQ}Fq)uNCS zZ8)u9x_fhyZ0TAf46L|L+Aqpr82uRCg5^y*D{zR|g8Y`4JBFKlWglAg(O1SjC$z>= z#Rz(%LX!-xSN8erVVGk$(+u04S(rh+8ktftq~R3{?g_P+cPL_bt~E0lPn(`o+ zo3^E(uYklcn_-}zKdB#ND+`w2T7GTlG6n9)arhtcw@tC@jNSi;z8tdPm=0j&%`Fr?u?Sk zHdgpSXgwU_Ne4P9y)jWl1-m96{1G=Z$kJ&$?h9Z{3byT#mRe&P4viv7qR6!x{KB=I zrgpg>X~aw^AJL7+91M#G7e)Qx=II_YAJwO3SHc|Lj#dn~PpL*Y()yt(7K)oTCD$aK z8xMm9mqc&uHD*U8B`IJ0@d8s-R5M=&f1r}2$L(OVV_}#=!^VPTc}1;FL9G6JakuEp zoF-xCL7_@T1X7}$LHCxH$Au7&+ehLl>jOIvANi>VJrPtmqE41GZk=vh@Bl&TP*%lT z8ua>wJ>3dgQ897Tb9kZq^HHJuZAM%8{WH!Nv&WG!o_L<%mGidrRA}FBgobwE;+OpJ zIwK7JzPpL&g8*oPgK=!WudA=BX&&z$=xuNZb{}`Pl@D{Vpi}{|%GY}J)@9njhT7LN z*>{F*X`2>rj0ODq_zk`%qNZk7b&h9co0qe|Ro|nSRV^i9PD}Z#YJLeLeY)8`B%#Vl-0;+yS9FBlk-MR(}ozLF=DDgRn+n3oBH$ zkCS@YlIHpu)IaC?Pj0FtI(5i|**MU+Jwp@_dh(FteR%uaHE2Z1FdkeZ6CWbeGgH^p+y3klw>Zs82LC@fEh%snTv&p zelyeRoz^2UECC{52FhO&RkSmQOk8M2-;3FIw!`SWTvXd+;-*^=C(`8Cu28P8Saw#w z=95OH*5gaC%s~?j|Ga1)T%Ds2iv+K!ZGWdK;{9qMDXq}FA|Rdl0ei7u;T`s#N?LL4 zG4zhdF)g%kIw3&3vAy@TB_sy+%oAysfg)mfB#dfO=<9A{g^i4&fYYc^e{IEYI%PDu z_28mJoN8wp4P^b>L#Cn!{9pbV1F#zpUjo3SqOPw=U}wbAtGBY?{@YY*6=`e{%w=(l zBUmKWc|N!QeAL)7zeE%EiZ!EwV*3QN3ueHY9F@KvT+fkm_$yaBwdwlc7&+$6Ann9d+455T z8F~`=zs`G_y)B9v>)4|Z^H!XL|9bHwzvE+6SQfFQ61bT$T1_uKqrn}kCD#`=k zEQu<{Ec5df7{j%+Z_KLM_DnN!Z9!rimLm-tytd9}cP#gB z-%%`$%+;2J-DT=dXpSYR3=wAQMr@br0>Dusk7RCRS^l*%ayA%2y z1@KY+mC3nyu!F%iN2kK0DrYcLxV8{4_>-fM2iiUP74=BeihczqTIeHLzJBTDz8S6> zs?~YxclS};OinhCA$M}Do&vx`z4cjDdx+dG%W15Xs* z(-AGZp1RlLf(^Sf*LWW1Bkxf-{kw%9F~>r32kEIT9B;eKjpt(q{d2uxPM$1P^Jt~b zgZlP!b0szyZ-?#~RueKwN$froCx)hW$L%m0Nwk}5pJ_|zaDW?o>nr=!A28X4g5YK$ zK1V17A3MYu$Zer;ggT287hk5va3*%(9X}o+!fi8$K1ys%`vxv9ecH|nWtJEwf;Suk zk^IsN1;8oRwUS8layhN93!Ug`5jgXRU4Q4*`4@byh?A+?B$cGVZ-E3RJmgZIh0xrs zr{LBqdZ}SfX0ehGM|4Mu-j1mW8QW6=he*co&t?HCdNNy_#{vRm$@xIyzJ~g>cE@z2 zK<(VR%MgHmbl)c;E{vnsH_JpzDQU7$+5V|^lR0=P!P}gOrKi~qyA$Y--68IAlYVMb z#}{*B9{2se)`pFujN3NIKk6QIPlBoCuBSeHd-M#qM$FjNKA#BHRB$b-q7J0^o5JXw z2@9v_J1j5}H|U4y-&@dX);OAm$)GSRB96t0oz*+pS!P)k7;B4P+)GEWnAg44`KquwjSOM(wQ)YU9WR(`M48@(3xv(@RK6p8@*T%Usc|$E+HmHW9Mtml=*J2H8EjD!* zbcQTnK(4S#`6cI&NcdgtAGVk_Z8tJ$u>{Fqt%NtA>0Gc_`s zI@%Y)XO(uZ#Vx!>YXoTNFo(_FSD!YoQ+B?HE+%^ZAoIJ1>O5-TsuqLD6^CIcJg~e8 zTh8+hk6lEnI5STzqf9Jj$X0z|UMNf^j7}oQ0C^BfPn#VRtmH?NJm@}EC8-Z*>?e3@ z^pojfEs=zra4@{kH~f+NLSf+%qk`pZsG*~Zdgw{Vr6aX9sN3G_UNM(VTJ$f zcRsCn@RecBuRJm%e9%lff8*FXQ;ybg>pLoitD)nb#hGxg#|_gACH!?GF>_gGvmz2w z`fTHACEom$aj2)hW8!9_T{JUXG2@TnI|Mrk{ldH`8w#;x#KSpXY`W5b<50LJDrDu| z>q*yuTgeg_Hb&bOoyjf*2_bG+`^3&^p6^v?auSML9|<=GLq``_h_WUuKSA*NGFlzz z!{=@uu7h4cp}vTPge7HPYscGs+2ra&BKb5K2l$DQ@33gL9iI2fv@p5wRvMgA5#|=* z?hHO7DysUXl4tu9`HF`O9=9uJio;vH;JvH=|nHO9l;NQ%HT$peJ z8KjhRw0J+Dz2DU+Jw4Nm{h`ku*h}F3!na-Fx+Z0{3+~lI)2B8*_^GPwasTs% zse?T?LR%|Tw}|iFIh^mv%Mup)3gOrjxg3Cc;zT@_BY=>=fe4fE1;K%o`+98z@tE3l;<8`Glxc?`HUocL)rTpw zxWU%2|Lh_Te`&BtY(0Xg%jaNhJH03AdSoWX#8_`ih<}0;^GrGx2WKjDeZsKkdLe7K zJh@}=;GQQX!RL}H`Qw%(>z-EN$>;SjU}zD2qIA9B58e*@q+{;#%9=ELU0q!iE_?aF zn1PgW*@#G1X7YB{5@k#Z4)pWIAR5>6k~DNpwr7wvpDP18D=|ZV>6MR0S0te+w$i!d zy$?{$a#F)5^L{`B)YCjx6=Zx-506;JSFI|==c>d?iQ_X_j2MhfsESgYM$dmd*nm zU2WXGvAkxZ9T6)lD=#}_`r-@r4UwzYfyS`OdanW#QN@2SshOfRJI?h>o@#K_rM0<~ z@(MVD^U?AUJ$%JcQyV{{+*BH(g2m>;QamMaQiHiPFMyo2f;G!(MqKaTR%Fsk^VaN{sT!KcH*;7L29Lx%7Ht`p81TA8Lu4LYJ zneIY--ReLnxpS%pEF>VB+M>m-8II=4;HRc>YcXp35toKbS-(dM#S ziDU{Qj6bOQ{=Q6aK~JJUShNX)GgMTan?{vN-9!Xi&mq%S;5<)T$s6?r7{CGbn|4FHJm(AftVoRs>Ll1tq*sCwDpsFk}Pc485xX0uqVU+|>v{Ae^ zg4agt`OUQWyWc=T1DT}`wTMc9d`B&jFrz889q~8p-@Y{lc5(71#JDuJDR6xlU^Ak^ z?x$yH{`TMz=LevS&uj&S6zTaytJ^n6O&XBowdf)K$r8O^qZWr};JD`Jp;k-@b_8RH z7LpzSXm^UcqJgchEklDcq>4CbkDg8lL~EvqQT-WYZXt%A+zbUHwYVzkH7u^&d$Q{4 zNZf<+SMY)&hcRZ0@5bF{fFCkq3fvxZ%&p(T@-VsW1I$>kkbW zz?`C}0w&~x<*IoVTy%38bp^&IhTa=*z`PphLe5xkf)yu@#y@SFMb?|6 z@`aqahsxa7mN9GIEi3eAT4h;aZ>6L`9EGI+i{Xue89i|AugrwyMFLnF1W>`BV3Pny zi}YJ^8M87M1gKQi2wEPpyCC%02C6XvHByO@ceOaB>1lG%K~Qgp+M6np2PFPD0A0(1 z`#0UwriJ63=)?pmS$-iv)G9{(DRwv@n6^hvCkGh-MCxism`miArptvWW1N|{7NgYu zq%ha5cLPsyc-D%XhuiMtffNzXGC{$$#8RQ8KsGSP(cds2Dq)VvvrL zopF@EEhs>TZ!p4BfEcOBMiNoizcv}2KH5NJthSE9R7aLpk)e>jG8lkReuyJB(GM=gm7dFzN`f4@=X&mluV_9AJCo#s3YLuNk7JY=@sAMK zkUOvD>7Ex?138Kpjg0`V7LL2CtsORW30Z{w2G_cnd=K>%L;U@%iQuTz-u;08gRrj( zio1EDMS{CS@Zj$5PH=a3C%8j!cY?bHg1fse9^BpC9quOi{&gSj!+qMSt^LW&_Vo0e zK7HDY5<==uSC!F&(ff?k$q+7QJw(@!1TQxKxM@VI8PL-!7?z|Q}y`aXr6=k@kD=x-ayY5%=n^GKO zNl{}1I)4~YX?p0Nv{XV=WKilhC@TGZgi0}%vIVrM_pI@TKa|Kw{(0=LK#$Gli0`>j z@^P&OqgEekA`&^S-dT=Ngib9`XzAe8y>4ubKESGx=Ix~095sd-D_)}^j0T3B8dtWh z1j2Cv$$uK-k#UX{;Dy)+Dt6-nji#iGC&2{prAP2eT{^eFY)%@^?NwiPRct2fN=(Ixrq{)s0as;@_e6R=_MG z#nmB12f7*)S~(#2z8t&xLXhp4Hzt@(NDRpVq2a8F3X!S;Sw)G+y)if}Eoj3Grq{KP zoxOO)PyZs^eh?jFYd%3}cQ65!U9e;A=Cq^O*QWDz^zwdu=4ops)Zv3}!zk$WGe%&X z<`aY6<3L5bP8E*BrKXPeHmg)?<4lWs>eC(ElUscdCGy(M(CXU`{^Q}1zEj_flO>A+ zuPwL0$22HB9RI#wRrW|C9P{IkHmBbn6m{Cctj{OKfgZ7XfFJU7MB44(6tCNOhy+x+ zL;f}O?Y>x8dN)|fE7bgM$7GqEZmJJfVYg7c4g)T)E$arawwzlBC3W&*d>@@>QsE-Z`LEDI&vsTm^J@vq~T zPk+(VEi6us`n^DCbCC>#K!P{5c{@VjoK=;KuATXXsW{2m5|SHC5dk1f;wBs zC^)TF&+mO?^iwu=Sj<@vaC|1ld98#R&Lf><9pr>C(W?e1D}x_0!thq?0z*G8^0xVl zNu&$Q`Wv(dn^iQ!eD@v?-BO(95_6C}zZMht5u2Z@_rJ*NPDW3*ODjtVK4DGnl_k37 zH@{O&v>t*tW=##QJ_r=rtu}Ew{Kk8K$hoNFWQk@mfB(KFjrr~2!TkCv3FXtBZ23=` zEop&{?^SZAzOrMioxSD1&iCh@Sq-1oy+6!1Ocx?3MT%vNkHfyaFWMgbcs;uJV}8oW zIS8a^TPNx#LLD=|Z!6%soTaYU@9}-!v+`NM~*z%5e>Ro3w%FwOBpdJOK~gyQJPTPk^;!)&JJ<*Q5#Rl6>tK?d#z zAafP#NvHmxGoPaFmTjGOJvLI@-J*j5D#|_VV+?7@Wkoola;g(b2r)4KXM5BzMXvSz zL2BPkTU2)c;eARe62=b2SwB0-k|%#@G^5pl64m>EQ2NauC>_Pr6sEh{+Yp$k0xkuh zV=Bk6rh^Su`}R2dNje>z+Y$4SFV120EH4-W0W?%5Mmc^eci#7_ZH*Za_(`*gk)fCV zf+=Dh9kqh29rS8h31mPGF_yw}$5$nd$g|Rmb_KM&ZpEXAZZJk_cC}<4wW$=SW|p0G z4Gz>1Z2EgmnDxRTT?)T5Yd1H?5O1``>94u7^Ne*S3Z!Iq|KM2dMWT33EYY(A@7`BR z!ha;8@7U(9%+VX$>3V{T)|D4q=@qc=$T=`EE&3l9U~@(NCPUNB;jSmL`64a$x%t}6 z(&I?ZSKSqFW1T&@>yWsg$mH`+BLH^POtM-@4)9oX#D znGl}675A&w9j@1(X|wpg+@Z6Nvr#|ycR1FI)I&ifSs;YKiA6 z>wePw3}aJRppTvqOnv4~r}2_V{v zDd5_EN63%e#fRntB65~PzjfFbdjKr2$!u2-Z?7Z#lk`AweZE(8UcL44b=|ppbv^R; zHr6W7VK?pL#RBd?4NA~@v_K?}bI(E6whi=JJ^!W9Vq8OsYjjH)?TN1T`1iAl1_TXC zWIO^GvrvpEYeWeKwO zlqt{Bd&VMtwh;j4ay{q^f6A9P^eTLBu3GeQj^ao*!%^Lz)|R#fEf=#Kh?tLa*dr(a zkZ2ftt>~76SFl2geEAFxaby$XKC24Q;94|-Q^ck(HA1mr7aY3Di)x4L7yN1D%DqQ! z_jtL%>$KpJdA~vEaPt6g-=|1nG2c*roEUjgth)_3|3QBqv$pZ=*ZP5U-4eW}KmgLG zUyVjML&WCqQ6jCeGa9nzSqC09z9>~$ez5ZUpC8@B_YM{ic8&=NYwZt)mom=ZX*q z*)L!F;1=&Pm6tli>rRp=OLXsOrCs?#6wBhV>>n}gPhIF2>}HJ1fdVjIgso^z8#kEa z645_g{i6TC*zNts405}N84o74O;9VzuSqO~8GWE7wkv)awb?mvrAa6`5pC&ti%v30 z&ITip$*NQ)ZfY$tzX7g&1O>(hYmM3JqW!Hk^Z1MIK#ON9l?efUs(mJt292Z(>P0A0 zQ6$WOQ>^K2Q1U^Qwy3EqvoTpA`w~;z)TeZhEr6ImdfzSi`}xFKqOns|sH- z!(_1R``rWO_Xs!Ywn(QRqn8S9N#nY5@8kP0`%(z9q9>tS_OMYBuj@Pf7WYxVv5AX>j8KMzZf zKS=bA{W@JvfAi@H@6)iK1`dc2oqgwA_mtv~pR*KW`sqMmdIjktd%ok|JoE3r;=W9e z{&wK8E)N8zef(R{+>FaU>4N8no{hzv`5o9xgN*_Ft{;kcs$WErR^CAwUXNUkWrMaw z`QZ2+MXnufZB5>=6_v(XF2L-h@kfJ)Y{lTa*)O+AHIc^f#(781V%QsJYkgpso+oot z!#=c;^5b(0OR7p{e$AWJ1kV+DEvA&)3qRJWzVPG7M)O4i)DsbIfl*rlr}^`zmh1MI z+snSk9$?3iJqiMmN)sr#*8xyIAer6gy7;nU#&x&XDRz&lZ0V$4dWj0wY$=}fn4wWyYC&l z*dBJ1e>U9Q`Z=)gWkrSQA0)sIGv9u&HFxiQVcEk+Gp1uubmTL1Eq?p`fyC0j6O=Ny z2`7IDFs(38?OQJoL#D{KX<9$9%rvh6gfqpE)&s#h8y9@N9hT|8tB{A&1+qaFu>qCj z#ZR2<72f*#D0z(JIZTw6v&IMifBbM=Q6N}oB#jn*kH3PxJ~_8e!2T5&$#VUB@j zMWl9+&TH*Q?fLWVP&Dz%>|@g4YGGYRbOY8&;Fn_w1xjWi!LbLjC=_jYj-bf~I_m9$ zq?c26=cWIMVX{H+`lvY(O26iB(lqvz@lu6h3Rsge2FS0%1t&H6Jp{ zMMiYwJD;QwBKWY!&QAtLkz31T3yqW;P!QA!geO~{bLhR`YETZtWpZ3ZCM*6P=(7Gq zRk(0JV8-V~zIba~%qLKeQCU~;^dz(5hM-%LtF_7{ELMAO^vw|DUh<}S3)-Y5Rp~fm?OSRBUchi#;&|1Qbe6o{FTmg;x6PEErhsA|iRNI-N*KD~1 zkDEFunI#?k^ZlqsEUFfIUkE6J>Hkv{hpvJ7!<|G67N%OX(+Fy=vN)`!R5AY{Lv3z3 z`q>p1-=)ujG;V1#NlDZj3Br9D!qA9>dd&K_sV|xbB9Kw+MGtbnyO8;p1G?xu(xzGy zvs%~z9NDf_&T?a1Wg>vp1zXBEz2X;%-S2T#H+0;n-iK8MCQU>y5}F_e-B>Sk#yYFS z#ml4;T{3;*r1+ixux24(B;)ei#b`WBLe%mU8m7%z_(UmWWRCwTY)~VzpBXn>307bO zWzKUhXv~NNP#Gkq-Up!QF6{ZNa4lnl_rxx4{on$;U-3V7x=jEOQaCBEhQCMb%QpcV z{&b%299G0;yksW%sc8Vg1r;|t<8VP0FigB5Sw4_;fT?9JvT`!Tj@zq-1uaQlr`Qti zD>P#AKLmk1FG|BcB*hBIX_o+*c1I1AV6V1eBLypmweJrp0`hXDwZEiAk5N}^T6myD zG`g<*hC8ycGPO&KmatZU<@G@L?_W&O&KC=FF)1fIwgkGy`e~b{2V&<%&grDQR>^}C zlm5ZnBw_2|a_2i71x&4tpfS{+ue^m=B0KuICgwVfJK0!GRlFRyNhOL}BMz9qG@HK} z{=Yz>Q5IE^0;abuj^1`nGnavmDhk4QNJ8qD^R_1w-XlC)RxPS>YG+9@)D?qPwa!K4 z0LY&&;G`u1^Z}397VZRU{0JhQ$M*}_Dq}YAT82NYbAk@7i0uEV{Ig@?bdt`)aYzX= z)y@{sos^jY`M<gWUd>i% zAp&iAvh(GwT{5h7J(ThV^@D)se~Mu>Fo{w)HS3fRA`z@hQ~8SZX7I{oKKY$8mu-qv z5K?Vh(n`d2zAlJ-VAW4D1HvzOO}`Vyg{K>zvVOGDDZ!An3GV0#Qw+KWj6)d*j=wyBm`iaAkUwuzR(GXUyVMCySV=b z2V$zmps+au-7X#c9PlH(AG0f*nhqCqg6{AIS@BUB%Py_=1CtR(Hg zYvSYHv6DBBdNcFSZdN1?z_VW0+8{)(KWpJiNf$-^^8&X(CipyV5fP3eaIB+RBHJjG zF)b~HKaPL*VBjW0sQ*xTRK6XrgcX9_0RP#GcL>WInRmx#;RWtU(^KUr6r~Re7`>R^ zb9jaaRe2w&wv$WCx9u?@(uRwk6zOxagH{=-RH(;)B-0H@%l?>X=l`J3YxgE18T!`@ zz^3=lLXWORzQG`48h;JJ6NzLKQ_Q+h2bgr>Myg^~V6-ZbO=+9^N}E-j{B-*jR^v=B zZVnEum3Jm<;fwP7Mreqb2_@krFlKw-zvd~9>_Y>btB2=f;$)=N|2Iz$z8egQETj8VaAVUI5ty{IE-5WLed;O%u@ zIoH{I{vR;eUo0sMTukV#0j3VJ5)-n|xL1w0h}-6U%CP8_N@mhDKaO4<;PiI`BPWdW zu5bFh;qh;Dp%Z^W;I@MFGr0AHrF=R&ARKI6ad6XjX{_pd(sjoZ<5w98WuZRa&kRR^ z$_UOy2oUG!AAvmIz{Z8S3a^YH=f-pP#r`qCCqC)7fQdcZ%w-BvL@C2g|6le^{LdRT z$HeASg8A1Z4YJl=jtrWE){BGNT`nefR{{)x)?sIt`pN{oocm^Lk%4gLL~P@7)7vlJ zQdIs%T8U+UO$_sk-%Sqf_r*XRli((h4-Dy&UEZ~SS)b7dBbmVaAthSi)_9Pe=>=5 zGkG>Wa5|(s;zo=rGQG#o6u99^UZTF|e}kP^ZEAf9JHCD4^&F{sRL<%VZ8Uvmm@w%A zaKC%pn66$);U86}GraC9$*mV96)&6{???L?84l)_A#H|s0Xfo}^WFqdIlQAkQUoR_ z455uXM<5P-!kLPj*daaxi4DY6<##4?Uhf39OV!;RV3{Jne(pZDWr`|E^J7KwxefJ;T)rAtVFG9Fo00PO5`e45Z zoET|dWwPN+8#6IAY+O}>jw_HhZ)WtikaXFbnoO6@B#>Bcrc6>QgyGro+j&pet-3tn zVttqf`pk8P!C%%#9vT5iLlD(eN~#i$cYGyG4NguW{Xu;#x9e~?WtfhWQ90L-nQxq~ zTmMMY7i;0Oz&<8@+WOluIcLG`Qv7^%k5rX@cDz`;m(t=Boe9eJ?=(4W+XjHWh2!*K zr{<4mj>VT_i6^sDu8Fs4TD`S19oLJoO*%TiwnTv_&O}XhnW8uO1E+~Z!s`~2OH`#|1X7FbG4JB z-FvQ-_jVbJ)5Fx>7H|+|lMCcgr``1|)9+nXve=ZnWHDKD#Kug3P_4qsWV_}pD9fwB z#{oXJs5riTwU^r&QuCs-d;m93Zq4JhwHLGtUWsvRI{NvtY<83QuupNRJIT!w{kj04 zQK16O>-oGuV6&Ja@*e*K5+9s)H(A7$tNs;NWwzp0r4mJ4vT7=h#qIp36x4`YIyLbv_$6W`%%vYRxQ-x##3o}@y$Xrt=M-xeo*d*TyY zyL?y>7;Z8~&99_%)2og2eZNh^yHoi-yyvIgn`*fdFPg}E zsnFQ^Ahr+bRa1BC%ugnLa#EGBe1l%xkG^gP#dP=Fb!m5Qa36EOs(x#d+zvP)dvQ9F zM5=f=$c=xvxeg_6vsahI!dQMF8a7lw|B-^C`^odrAMauAmEM?~rT9(kSa=|4q>T}S zNP8$B14aBosS$KT-cAnEk$}c~g9I9kRxBxnLJ>RJZx+a}2A&5k%jUsfn|Et1EYYhp zrXq5DwFicyP9OP2?FTlUq0$e%G8YzrGJgEeN&PYpJ3p_XCzq6Nt?{ zI6OL;adfyr(+M6Tm!U&^`XuCiwwL#lh=@7@K@lCDmJ;ksE+r;1a`m*$B3uM4^zXu^ zDdNIJ*`?D7kB?LYQczYw)a8rLO0v=VwXC$PteY&SiRNb+BhLT<%MC>H{(!9dL;V|4 z^>tQF&7<-xwxpL5E@%r^D3SB7got2jENBNIMrBD?G2|mS17rde;bj4;RCEN>T14-m z$I#?BOSQa}z*qB$?lGR1)w%x9>sSb)`~`m;`YUuYz2X^YX^-s&LHvSkd{bBj&F3 zO5i-6s?JWhIPL6Q1rG{Oq?_7QOs9sPfslt{#cunn`wgz0bFJIql9sTMDJ8ruM((@a znXKo6^0u@>hyzqt1-e7Ozm;$oCyh78DHNky%=9~RY2MGM+bkwV@d-qBm(exnS@U?e zql@PWZW~>!02QWF##;r?OzYkmvTTw`f~JGi4YWvCe9Y(-VLKrAQuz#cj(X9YD3mK@IG(&g7TS z3nEUG*Rg8t#c7XAMF6Onv(Bdz-}JtrU-Q?K(VIUHR=6 z{03jDAXH0g7xegjj2NqYHd57FgOdSY^N{xr`uQ3kuSS1 zVt7wGNT3O@W4VMJ-=jP%RZc%I__|;8I%U2H65<2*>A38C)&xi?y=I0mg_4CXk`#crnMY% zy#w%9USI4i_83S(OJ!{F2rDF=RW;X0j4T%*e?QQmH%8Z`*vlq=qD=bjZ zPSNL=O?FvCf{D$O91dh094Qm`qrxNefqkTV&dXBRbD80_aQo7@JZA} zMi@HBVAZgjY`Or+D%OOo?`x!NTv^qrVfhfaBtd0!6(xDH%QM4FIebqF3w3oXBp+m2f>NRmm5QrpyDR1 zd6pxEX~@RA37PvMDkfX+2}+NK=ZN%PR*V(K@LKa%W}A`v)m3|0DvG7FS(nUyP53=0 zcaaSkH!($PA8ZE|mewPOI0rB`{iQz)1SX!cVv`4*hImqxSLQ=PdPLkWccPs=e{OXV zDoc524{wzL8^Xosq=c{Ri%3dB^MktfzS-c(%8RH%*Ox`R%O&g5W3{xjU|o#V1-$a2 zwSmq2kg$tU)fP-bQno&2$1Pq#u*mdyGU36)x_{qa@{f8I^;YhZcu@hd&38nNlygJ0 zR5o5la6MZLaWqH8F-W+W=(WREfp@F1U9h{qfF%V`T)&o$1KVI;O6=JV`4~X9FvWU` zXHr~T$lyf0uIk9Jay>m^Ya%LO*;{O#okg$Ny=Cf`=hUpGN-VaIh($xvKiAB(*Z!I{0i2y3Wj z9s3X11<~BvhiX2$kVg%QlYQDRb!XqoMzMB)J5NR<(d7)`;%|y<0F9rKvNsJuLV|HP zHiq^Tt2ML0d0QGmr}U$TADUfkQy#wdlgC#~7~LJ1TWPbo30h|v#wSfp&W`*`@{H&U zfq|scHunm9U2hO)SZRUR@J(xbVq(%9K5KRZHLJ*7V={;1x5XB7s*STMp{9NR$AeQ7 ziL$R}l(MdB?5_IuoJ&k%Mb*xBOEz#%RzG0RJlrdjN&^hD(M-hR&3KDFm^d8g3<3-( z;cbmt*HTddNw~_^Hh{7;)7+`z@RhU9YB(#1((Dxk%5MaqE7M;RGo6a(Qeq9c6}Yj^ z*cFOhWTxz}T>B8t;p^c}ZZaiSL|SARZ$N@q_IeZb&~r`$@*2c(AdA_Bs8);N&Ro6t z=YwBb(|Ff~Uo!j0a++*glX(-lkJOAqScwwA_qNj;x!%`$P(?faWz zrK_j+XxAF2^>5EHYw~uxs_;IYZ0~{t%MLc#UEg)Hyk;ziXKef&Sbe-&udX9^21~Mc zlBWpW4Tqu1<(H)suAtrM&wve6T>HFMI0-UcuuI^+EF&12gx=&rW+Ru3r;I*tjQ-vV zY`)_Q1T63m9BQ$DJKG*QV!0}v_2&_;eeyNYFUA`m+EWhwh;Gi&@<&v{uVSo!AkF+N zti?Ax93#~H@H+f5>D#SVf@B!&d40=Aagz8o6OrUzoZ$SPcJi(>`Zag()~`mnMlNN5 zYUz0DWs98m?eT1kBB2qfL&nLT(e0yW^$6X>~lEDVFhDNVKmHrVtHsBx*K1WTsGdhIg@n#$l6~rI>?Qak`xX#x1~HbiB_w8r3ExlqjUxaho;bE}d*3)&1(lRg9UL46#3MiQ8wO`L zB?bC3k+2-b$N5T8clu_-l@HxV*Jdm5BA9Kk9C1qe%Zqj5lJ@q`JxZgF@p?^vv@2p+ z8XkI^q^k)zZ{>7d-?Xwt9WSL^<`TVD(!KtV3jn_Z#?LmLJvB2Hyvsmj4D&cwpT3OE zpDSzq%9VfBE|$>~q0004y3+6o>Int!Fm&{6e>2bdOE375kF_V4+*DH3qA zSV!Cy34Y(ivPbCp-c(cxV zbg0z`aR?3`i$#PA9TxmocUdzl|HD&v>kBG&HV*?;Us;yRR+S$(ynxCqg2hJJHxvF{ z8>lX=O>K;%CW=f4tehGhN{D4!r7BliFQmd6?>V`9Ldk)1Q<5*NaWU$%#Kj6kPIiqU zJv9??x<_#xIQ{ZN%qhSc_$nyEh!66#)KvxZc9Vwv)fq#(?4H zXKyv6o~yM7UB4olHwECPPa-shP%~raOzdePTt&RB0G)0U5d^pXd|AE&r!9m=P?V%f zEU8Ic<5J#vDUj3LjeWJsax=ay@|X7<6Az3rHTXs>PCJF_ZTx<)$zbTDH4N%Wq0d7c zOP@LAU?nwl;e=4cwP-X3C}kTAR=+QU5!LbpHHK!=#dSb9x(Q9l#mtE)vRgkJp9pHl z1{`Y_jd8;YfW@%Zd8F(MG0+*1bWv^ zF;VBsTZi}ZspuVX5<#_^zuAI6;V*#N{3uDOti>C=wKKQNu%`4qDR6>M1ZOCnQI|Es z4-;V#jJP^&?$gi@mjC#lZV zsogI^Fe)vunq##Z46hR_4A+@9aqZ_qt}2c-q29Bf;JPvb4vJn7C)s`t!kgBn{hgv9 zN(7(_u8k~1_Qss8@e}o+*4PWlQwX6LYF=y<>2WKU1hHyLr}q#O6r|harYUrI1(#44 zz9%0R_;k+*jHdW8D!vJq?yyP4(4CC^@TuSWij@S4ZNOdeZg`Ct;6#|pWe^(>W=;GP z=W+g1pHnKsPbTHZHQlix8hP2Y03Dfs`H`D=AkSF^Lnm$??}9^wUMWT3*O8KtY+9uA z85SaXJtVJe2CUTPy#cf(cuz&eXHqU6V)Ibd!2QFGd1rAV_h7A=&+i&<)0C56CQ=f- zdk$DDkO#9&A(+nLPd-8z+*QACVyX=d@&D+qwu_G%L>ok3Mxx&*DsB#V`#^mj{+p}Y z?){P%MX3r4eaYV3kS9>n)7UE}q!d649mK&il)PH=kj`rrU7JaBLT?vNccBC#RAf0j9bggmOcaE%ot!(rN)#j8g# zLifWJCC_WF0+`W3Ah zrQm>c7M-D1BG#)plPVA&p zp0)m(Ch`FXu)4Z*M$4G8ymvbdQ)56=5ik?L#Gk>XH*lv%#Z1pQs)86D#Bf zHC|g{(!H~iH|^{d>k4<)!#66*;UbfU{|q7(Xb`g_b4N~-%V0`h_)5QQ1yd|iu3|-R z!3oLox;X=?pMlSXY*`_8%a}t4wB@@{kl18SwI3Cp=n!gq$1@HBYj+KY<-ufr*{4>^ zZK}_djTpNVW^`CY6RO@ekj8Pvha}p=Ih3xnx>#Qc{WSs8eAlz(0jMlNVH{$5;h_K~ zs>Juu0EL1nCtc)R%IZ)p*-S9B@;0tL{D1;K!Fg^4*UKvFJ0asD@_F6?>k9N&eUEHo z@U!~f?98lr{DOcLK?9N#k1cIAtX;-#vK5Z8G-i_nED9_vEOqa=Kl9wr1!O2AW90>; zGb_>ZfkXI9#ivuTSBGje7=xW?H)tziitJw)#D;W-sOhsofR4fVZE0BS@P3k5(8_`x zx((PI?Wy+Cn`Ds%bvY$;Xk``aWBO}E#1kUGgp>o55(EZKp@QdN48~zY$#?z3oMm;6e20R4A-w?M$=kfQ8**?dxUuI~X=}FG`)ZE}DwpsiEip z?gc@d0>FGvznG+diE9X_*RgwJ5oN2M&rbO={Zhu}u=lWhT{^d=S6;LMxH>oIypW&> z^o7;kS7lO0Wz_y87|oJ@tL&9L3mw`)u{Iz`*o8sVl54(wv>5!ipMUN=^2|!>fNPH$l}5-XW>eAmKU#6bL7ZKG-ef@1vQQ$8Sp~V!B6?0v zMte&pxHI>L*gm!-2b;p=9im5Fa8@?Ay}Y~Fz!%0Ckg9_9kB9%qw1b){N7hmRVnRRj z;RXHW$$ohx81toa#WhW~1}X<vT#l4I7~4&j;`5D)f#5eE}xkePu~TNlB;`IC|zmy#e}fJ^KRF?qQJ%&K8_5)T#q^ zO$DT%D7}W#nL$I4f^ZKo8n0K9NI9GLL~Ey%cn3#q z>L7|zzZNjyF*WL;V1>e z<#lfsCpg+6%P~x=T0*|@hy}B{{K1lX*FjuN?s)D2j<=ZTw6BO`6Vpf0!Xy1afBizi zBuk(rZgTI1vcB0f0Nrs7#o5!D^er7SvC|U~Z5V^ypkb4F%m89f7o#I{o~)V=C|Z@#D-l>?~Q={^+Qu zLuLNATjhOt%fP1E9rd>l?5A~Fv(68&il)w?fN}cYzL@~tF3|S(b)NQFQ$po+O*z-; zqVO4$^N-Ahu2|#6D5SLIjR^^5KXP5G+~g=P7Q)WX=f9MDKi~sqE#7V;8*nHFtRTn2O39gZs1oE^(0Ex|5sfD9viD zrtzF-H@;DlGw{XMZ(pkX8vSqau<~?6n9Kx~!IUwXO?KHo&kh^i%%71C-R0W9l6OAa z(!5-!Uk)!qS>n_uK3ouvo-fxlEB)rm#1nm>kocxNp1;sPR*%unvG1c+yt|Fq5%3cF zP$HJfq1ce2Ai(~;DpuA#b;Eb$;J8E^#SBDou2ji_OIU|dhex9!4;CLv%wVz4Vq-o9 zOC7(rT=!@Z!#FETtWh7jN37ENQK8{07)a%A2cGkQl7Nzv#RzB_Yh|neRK+Vu1ng5EvnAkd@vt=%9JT?q?7r&r+Uin`wnoysCJkk`6RwLmWi}-&uk?zUryi zVbcEamo6lIsp++=+j4A~`h<+S4V8)~#XG=M6xA3!oAkFg7|1u<{n6OE7Q<_=_J@0m zXSUdWg-%h{*0h85jJ`}9k>|B){0dD_@~n&|qlDXo)j7qhG z&tObWq3G%*va)}t)jlI zfJDuW403ucd#`WO?B@Fe6z{{49oKovtl#;Nht1Qy`l}tG%)_uv!o7`&cG-K1u@n&9 zDV_bR9S52VX6bo>E3^L2lOyXF0rl>gMD-ASxwKQTG<&Xh-dVyo4JD3Vabz^EaT}yf zRnKqurJe<;WDSmIlbau17H^FJN3JRVj8)Dg2n9tmm|C{rN-081_9U)hm&mRRpvvxG zSQCu4^+PTKtvaKys1WV5ayf|#Nf5Qe{LEC4E2}fDi9P@9l?p|5D92uF<9d7ZF_Bqd zx(}9V*Qqv=llPmc-bPnjB?uwX|?Ic!qLQAVv`kgoHVLsviBfY#6)a zSGgNv=6nS{>@0vh;aTATTA&4v?Nojv2U3*g*gIy&&+^}o#@C$lI{Z;EcM(9iv~n0@ zfpsqn=VZ9KBb}ler9>^@jq^aB|E++WucW>>xdH1tAW+&ev^doaaJPx@S94{=aI;e_DzHM(IbLg}rHO<^-W6J93eABdWT)f|Vz>{ho zQ^wcLn>MKGGeu~;e(J3-0bh=nal8-rM+9j+)>(gr7I=4u=8!}ESo-STKrL3*4(A|L zJy&QN$oKkc&0K8F(Dj-wQD?@4%^iKW@iAO1!x8%a8XP)pWhv%EeGuC4={ZT=vQM&{`- zsU|$NH7}lhBQaEEr;Wkh4Sypv5J%<3=1W;}S%-ua+XBUp`2LWVmf~|b8P8{rGEvdZ z`y2AcNAC~uw#9~Tqz^Kjf_9=31h`A6ez`^!RyLZCIN@2IQ(N&AOIO!4t4=AnKqVL* zj$0f%*thVMoXk;yuP>ZNymDO|Rr}#EJ{Il^2B>nW^=L0@Vd34?8=Ck)(1jej*NV z>tdFe{F04@`h0U*y-rJ-FiPm|U%YN`t~ofwg0$sjs?5FWhGjj3u;;JIeqGw#5PM7f zn&XDUYRfXQ_~7w#h$r=N`aZm=nQotGhp;8mBxNw{d^iq8Hts!HdVlw&W@KwFGPPx! zTC3@_ckQ9dXzcRkX|>WJwBGcx+THm#76pN_3crJCJzY|t;hl40Qj(~Sj!w<=U)w%N z>F*cKFDQsaf_#7R9z1f!Bvf%7!;qN4D+OlS&%?!%x4x|0(tY zZ-Bgw7nlB*n$>KQv>Wl`&qbmh@&CU1_nd?8z+JQmNYR{Eo|&aojeD|8x{g9N6}MIZ zQdplCfdbUP79ec31~*~M`FB??vGW$ZDOX;>d+S;3@uy7G=>FaHq)Q2n(z<`9>8WY!%RSgK8hhsJ1vn}kqN{zmwX z^vs~QdBFiv+;DWX8$&0tBy>Hr%P_!Dl1RafwOBi`)*9bJ@~=5a zdz}~yj61;-pK`YN%?UIBx1}?wUCi0>IS3^UE?GN|j~!jLkCGy-9B>SZUbl%1458zM zF}uM}Jl`PMi#H{jygipZfUBb-2(-b;Hh+DKh%PNLCFUmV7VaiKW(w~`@9t>N;;az^&WGtY>_d55S6MrSWowUv9E`+iRlIi2%? zoPD%`nG;0EWkc8;hu17fI3O4r!O07HLU(AwkdaO|9Ao-vO54USBgy9H+Qa?!zgUbW zc#9G0Sval=I5U| zVn(_;pb)4%DU77dIwPj%LktD?^Yc4-D8M6le}Cu1i`ljpfp&-o(&~~BE0`L{cP@Pq z2^t(`#yQYTO{$F-KpAC!$%axoN%d^?%X;688)4FE^$)J$kj|EaEFUjOOo)w!{8qCq zsxK5N+HUg}(riLPb;TBH0`aBGn>qvWD9&AN4MBuL?XOm+dRASm zbBsslk7(RqYP_&Ht0{CDx-x0n)`rTnhWfNIbfSZb*e$t;0f96rEChnS&p?G<1 zetcP5cqFzYvq!+|Ie>aU>vGuR5st2rBo`y?=Q3){YhAzbt9x<}IOgk7=7&cM>=@xWVe z3$Pn?{Qbx5EhBv^RRVW&enJ7o=$wPM2}N7S!yBgdEDt!e1K;7(luCn{=C7~mx{3P; zNHumM1l-p686Ddr+D-o6X9hds9MPX8&=GpZRqna9uMQU%JlrhseKYLoydHW>Y3*4v zOE1O@p9ASEp1Lj0%N1*tS+vgx;4jv`H{xd#petO}OCOB|xlg@l%L4d2y#+-J*QeU?c4 z`hU4PT1tQ`1#$D*-Du4}l%MA@q*V8DJ2TqFaG2%?eDd-kCz(|4aBau^o4t9EO7C4J zZn1`Kf47n=n+I6z@78DfoOU=v+68unjy;fEM~-fB_bU>wS_fav#xh5ewiZw?lrP2m zi~dh#=N-=08~*=lYtI(7wMNaNwPF;lRcaQcD2bvdVv8BHHZg0)tfEHjy|=bj?JXLW zP%~!iZ}fBhzSsBPU;aDK^_)B>xz4%H{k~uK^S(>HKzioX96kA~NT^B(-yMX++{Bt6 zuWUV-L+V$`#n};x?QZXqne2DhKe@I13ZknW6Eudo%tPtGK6=M_7msEhhd0ecFvTC# z{%QE;FruWC}hE#9YwRsU~@~;y?j6X5BzNMzTFOs!CaYcx2`1 zgWBHPpdL?)p3PWBH>Jmd{YzTyKLX;52plHt=CfX!M|LzYE6a#}ACoRMOIAy?pQp7B zY;`qi>O-JowIWZ4imUy%JY6Nrd9NZ_id;ZKvU_zE+q!J&hJsKZ>%0%$r?&-nBg@p@ z7!nyX`+d6UEL-LL*H2U|CLzU1;zZ7$C(NjDzOgDui1(H zK684Lt$YGfJhCH@nq#GX%FGL8iK1|GM2#e=JEQ?(FsgF>e}GjLaH^7knq3+3=);>_ z8Dy^-t*kQ6XFinp5oZ3S+u&OJIxxgjVa$t4hS^LsBP$2k!XcxL*Fk`&{>Q9^U_Jut zICy4XmK6iwqMTYnAT%M-Gd!(Y-YVcFk44a{UJOmX=B?1Nuk4yuv)KVTS^!x9g0~H9 z`7AFf0WD^&!vEP~nZYn#&~y@$M~xn9G3GKbmkB^$e&HE;>fCmrnAyI~{ADC**)1e?YnZ2|%)UPytf;t6cF&PK*TRp6l$1!20nuCN za+45XaRo`QK|(n(1u2ZOo~$C2>)NpK52AUyhsPX(T(kh9Q6Ur1*@gWS`(#{wrV~^% z&$#4o)}^bq%AJ`S!k~c5j^wwAgY*iO{B87B-HecloR=EpeO5ZwWD@ALrR5ne^K@NV!6yY{$zMFz9vi7($;ev zbSjBw{)xwokA$D}!s(Ny@o#ZE=}h2j4(*rxB_oX4%Vgq?Z*zY!vedG0du5qUCaKKw zt@Qw;o`zBx_0lotJvqcWa>H{<-$3dWgR0JSYu}p{_f8Xbh$Cd1`SP_JP>)_FPX6gq zD7~54>?tDt)-s(CNl?;lk2m=KVmEf%+`oyKR?O^MN7I7TCR4gkC$hJYupdMaznjrW8BxO@MKmO5q+Fa*6yGY9f^=QE8 zmXSEjX7adY^rOpO^C{|axHIpG&jVStkXhiC zb5sMi2-7gxwC%=eDkKA3d54pORBax`w=6W`ZnN{6ZL5_%Js{VAp@aG+2ygjr>Ro)o zpD5!J5g(^a@@nc@U!jx#S6_X8+Zk*4yGtkDLXAh)u=KE0_oeA?4UU&VN4LekI9zN* zzmx=bl+BmtZ7V8hp?nsA`#>MKk=kRNmm}cm_2dYIi1Kd|~?2p&j4W9T=JN9W?KFb`xlFy#np#N<(GF`qmwm@lxR$Mhz-F+L| zgrmpwad4^_Zl(+2I|1Y^E$o{-Ug25N^ooFJCw`@mnl*2fO-XqLv|O!K z4Za3{%u@Jf#*9RgO7~03b1M7n%pRLnrVR{XAyy$z`WpSj6iI$t(9Byi>NnBd7w#ea z9*&B<)N!+vxRqHOL)|9=GXB(ALoM5lG&N<-BtGa37lz;bwJwE->mlJR^RP)T&-6YG z8lH9C!en!4dHc-i8+ahz`CS1{n#PsE!i65+TDt7KujsbR>D8tZ;t!w!q|>oG=HH~P zX5Ds9gCSEmz5Eu9hPmg4=5nX)VjaUDjJ3dv`=6_$>Hf}M<-`+XclxhiG!)uZpldCjAwjR3nI4}V|2fxX%O{%@E~qEuNLy43 zwgA}^1BWjohnTbnb8ds1N^Y&Y@y5;ANy&Yf=Wt>Z>n|%@rDdCWvZ8-;+c!1FLYV4Y zKBZA%i-Xunpr#QfTUH!2(%Bn*F_RJ$>&}_s4oy4fdEvy==aDpKECG=L?hNp|5g>oyxP)C~*DS4FQoRJq=apb#j$*lhW_TRsu^zBUglbML3^ ze=5SaXe+P646h<++ijGfMrBefAKVKy^v|y55~M5%noSp;Cw1k$CC0g+7|{-c9Yun_ z{MXdL)kEkd>{4{j_$P`Y{a`Z;_Cb>u<-P@nOF*K-0 zX$7j5qGyx5-X~ij!F^LXVA#*|U93SClPoN6R(kD9x4?K_*_bczL$~$zh?k3UeR*Q5 z^TiA+HbG{0i?g8nMb#GDxYQR;o5O+S_M*7$KAR=Ktr|PgfPk!mAa_6vo+622nVs{6Gf`bMx|kQavM5So z_3Q(FH|cO{A@CmN`4aqy(7(`cNN$=N^kr?P>B-8HnOXrC9CSsKaI~|G$xcDh8-FUx zoTmlVQ$@T;^sK~%A&Zt8C_7_XrIhUNSn6Q1KWQs^hzi!Te=)<@N5od{AKGN+DX!q! zg&iyTpEb_nruCA`k?P&aTXs_q*k#i_0xp6ex{QKXIJOj^l#$tFgf8UnIQr4@d_YD` zb1~PV383e(c4_Uk^<20Zi2e7mU7qm{VQ7H0$w3pW;F1gw+0iugjW(yF77jBVQ?H@>%za0LavgIBPWQdYCW?8l;ejuoJ7@wo|T z22S9Kf&ENqk<;6lzU5`K!kS0_v$wfP&JP_eRmWMp?NPQL+29RF>GR*IW0jSx;aaW&^gDa(_`b3iqy4#Jh~F(!>1E_dP{Y) zMGFf?i#ZWj(_w~}A#hH7f(pkb$vUHC{_YXXX;)gFDkcR(_6Ct4cR-qlEmp*Yg^t;- z-1n2Se7aHQ|5=uWIMXGpx{xiwcEnevTNl0AAYI`lo=CkoIFtK&L@SYGRp-#YEdR(C zSv@+LDL9bZqI-L^qH4Po^R%@|+|hfXZR z;gTv4J)1pw(UzMo7^{^k*RP_Gq8)zx{aS$dI)ATAa3?^sHHU(|wOj;%oca{Tet+1g zy{vE5Q|xfn#@2P;((mxZ=Fy28Q|Ajq?BWRC_G|q`c*|c4=;=CdTk1a1(uua;`2`k> z?GmhDu4eH6aSR;f8P0khB1nv#Gy;nG>^l0@t;rsNk>C4~bCx}sYy(kg=+qPi`_2vaP9+6Spir$M^|Cc0BLogo}@BFR@ z9wiX3Ex3=lNql?2%!8{wtheS?eW+Wg#*;@rrIf2t-`+1u?&7agG^$n^1rE=C$>5Vlm-Oj z2r$FhxV;?%%?{1W%zW9EZ~BN$z%wYCTq=McBU4K2v$MB;K^*>7W1|c~09A8$3{4fl3saUAeu$#GNmL z&)YHR8;!ai+y+bG*u|zWH;JH7o;2$Q(UBhlcNE_~-E$MI44JYT`~#741>N^O;;ura zI5F;T^1Va)!(Nw6CBjdIbT-XnL>)HOhgNofvpq7ajs@fQKF9Egmr18gM?3(GL=0?m z^VLyFd^xX__9Hz!&O5Od(lw!FW({9_tgfN6vK%Bgm~p`A=1Ami%+Gy)rr)AtdrL>L z)x?VhRPRkow-!5=o;NEkWyW&?hVAW5?8Spr@u-0BzChsndSvG%^?NZiAwV*ltY*st zz$P$H3Z5X5*b%$A-4u@!0!RNeYpA|pMaKkWv2JOFNJ5-#S{Nex-ZCkKQ1`WK_X^ZT zlv$Z=;T?6WH^-^dvN4>~rO#62ZOkqIxGNaM=Bmkq6jsj|ny6 z-U|e6b_TIR&s??{vp)^6DOVGWIGd$GgdJU-e^CaJpwe6FM z%Scb`?8%fFw|i?O1lW`)uW|O|eNU~yqt(~NtW+h1nP0zhqfn?w*geH?{a@f3L)Oa; z%eg~%mr=l@{H6f;0z1_3%*d_d1)XD#k^SFsOYV$&lGEad=&G}i!@N>6IU}#x)*k&r;SD&jP$izjPGbJ7LigJrEoU<0?Zp zPRoNPs&$qzj{WoV@C;U7>>1iR&yc-EP4tesOV zM-O=NbG)uWy*WH{VjY4cCbgy5gvs|I=iS!k z^TeVG+J})WfW3LlIL^g}3c6%&OKBSexoNoOIelaM{H;K*;e%gEKmTr>jW(QYl}JAo zgUXl(dN%Wq;q*JEV_-e~v0X~4e&qavX_wD=-g9JTnt(K>b=INb zUIo6-%g+=XLOVyJ#U11caA#f?>0nW@*t;}z(fG~mJcXcrN^b7&z;t0!7lOp=>)Ly4 zGtAoLxn<(#oOXIN@3g+y48e9P;wuU}Pol3&fim#5S07qKb9eWSxH!lDX6f*EyFs{M zqIBl+P-PX<6^icS^!Z{(mcAq3NW_3ie3QK#7NDSAe=n)h4q#!}%cx7#nVZWPN}uC( zMo5FsL)=sU`QU*R-PMCFZ@H4Gr~nYn&x%}v?ut8fbkP>oeIcPQ0!4LS%AC?)2M_JC z3|f&t&kloWFj;szjPPnb8V5$nd3Bkhy=XB9#t_vHh@!c@_ieZ@!U319LCdLOja6pk zEx&Rc8R-tV@+#(I?-x*XOSQ4)SIla+WCsoz9#p)qzMtJ^XlwkR1rn-VO^q{{&;HtB z<>%|)`tZ~Sp9NinaL(fzB5PPmi}E#u#iU>V6`zUm1&=hVFFPwIR;_AZYm5GK3i+~t zXP#QsxMk6Ycz~ReMQh6PkK6tSZ$)_}@aN!v3Vw?QBM=B=r6R_IEj$N|*xYpR^GC37 z;U6%z>&5@gQhq{8O1e2$8@0K)c@1CN+ZFHw|DH$J|1-&BV=5oK*mOOvT$CXH|5m^+ zGfZ%OjsMpB|2qn@%#GF~OBs0W_0NQ<$GdmcHTScCJdRO1`?_qY=cH`+B-&MqmAPZx zJt00mXsYRZ&%bprfE&Kl*V(?J= f-}rxD(Q$Q)8+;r%$`?y{1OHK1(N-=~1bzG;t(1s; literal 0 HcmV?d00001 diff --git a/static/report_phase2.png b/static/report_phase2.png new file mode 100644 index 0000000000000000000000000000000000000000..ca60f1b046d4325c06d1c9925c4cfec75077c8da GIT binary patch literal 272208 zcmeFYWmFtX+b#?tKnNBfxP?FHSv15bHo3$7JaQh?PW3l&fLO2>OZsK@g5Zy+8_2H<`+Ogm0 z&}X{)I>z!O|Ikz)5X)1DdL=kz_RALyFM*`z8FR|hKKE({S$VF}lh>0rr4=gnnTxj< zfvASImiM>i1rXadxY5Juw5sI&xA1?`py*{>A(70#6Br$R?)5)OjpU_H)IT@N>3%X{ z|L59k%lAR`|6B|I{(qz31}U))=R~xNtwm(v6nVh()M(7w=G+ywg`yR8%|!_C4kn2l zoQZ=L*8N9|nj)vLsuB&;)-T=g0<>RL)mwn`u^c29fM8Iv<@F?0XhlSlisJsLC%yOp zVu7tcR-V!I&8!DgP7#0tS`kK@HE&sCQd!<@$DKSb>~l*KAkLI|?*$#U$Wkch>nr@prUU#+dV8k zYHHAKQE@qzNLWyh#{E_4K23EBZ@2HL0O@vXIq(CZ&WqRs#*S}9NnT5Ibe9CW zUUi?WFfQ7~(t{FfS$kY=k9 zdB$Bq;bYM;;jrYprPr=?bnS+=ZxBJd?@Z6s5OJd#IS|icqZKJ(uWeynV-uE_n8uXv zQzHtU!ap@-R9;?jvrnAfYdqiG7Z{(>)d9W)u<(T(`7$w8R5$Y}dU1>ly^9ynPuV(r zi7$m;og+D--|l$+b4-)ub=~M2HL+zBc#R%~uhnUX7PLltGNzGbrb7SJRlVn7hjsrGn8l_dA2dy6p zu4JIc-e=(DcCB_43BzC~Uly+ikW13YJLRkvSHq_Vf@zcwp&?6JD!RE`S6{H`lLmZ8 zgFtUOOO6hd0+r`TUa#cpTRbvT-JP8yH+MR$vbX-TEkAdzkvUpJ-0HUo1D9AQhJJPW zu#%P(q96g4qhDkbmB>K@x17H3?-{j)NWr{T)=M>`aF%J@Ut*y>vofxAVHDWae0_tf zmMgR#(`uL@$i=m4r`F)hmJa|L4w6#!tA)#*rMS`YyUxvFy`ixn8x`M$u^?m{e7Vde z3jTc;PhO5oe@U9&ZL>IDvpU}AwQFB9i9{N!p@^+tR$#tkFMimjS2=FQ!Ry)FR4TRw z0!0^9eiMk9_Sv9TZ;C_SAje*-&Z~SjU#@>!KnpjKh=I7pd#G|}RF?Ia3c^-B2>||X zlSriE+J{cY#S1Ep6cx$v#y?V_+PO*Rn_|pmsXyi;aI3SO;a_}nyl(tj-IaY`*!A16 zN7r6_r@h)_h*E@RiRpg$aBux}m$mw(YSO@(j4zu)H_AK+M^;cfJu`~|AkvlYiW<8- zYDX3&rchoBYd?A?_!?Ytf!?j|tTblt)_j!4!@TK=l}O1UrZu=-`w7R>m|d1bTcqMH zO`j7U5V}-@vN-#;k>i5bX=KbRx7ck`T7gG|YcSe2KJ)5MsFwM4QvPVKHf;8LfLWVU zS#F*ewzh0Xx79@Avp8-V<@gJqns~Zw4!=Idt*MT1+xLHYYyX@c%M#Hoc&6R)_<~nW zxOYgSqSu~S=@Zl5 zE*(0IV^VwiMd|>G41Mbc&3Khj?%R1s-9d1&SjipAj z$SGZ#VRPj7jF_tWJfW($mab})x$WAS7*K4iCloO5mecQ`kQA;2d&P%Ji;S)4?yO%h zY>z27bv&OYsZKCXH{aq=t8jnAdw0GWx!JTP(p`XegDL<}Q+gTTrUF9^280`P{t?Nnpj80}jLO zkQ{4OSwFT9WuLOyj)q8q8nX>IyLye~7yOlfhF$qlg{uVlHMZT49)G) zSfHhmq`M-LDt;rz>Y7z&lsg;BHB}V;aneP0-n}pTjzQ$!%*%j# z3Dw!_cQC598=u7#W4ar^G!|`aYIXs(HXk2DzKC6D9Su*v>RanT;@pj>^MbdU5 zKZ`B3UEI%#91*yfyg5--{c~s~ss69pP6dCcG}K!M_nm|)4be_xQs0TKAGeg-YF{(F zIC7p#2P&4elFCzUECyJGFYfOMbZ``Hd5i{?nwV|Cb7qC}nd z&mH>!#n^AnE(#SXWkJyw2fq`q9#Zp){^T3nYMq!cz<7XWnB`6;mXZA?MTahl_w)X# zbHkXTVIL1~K>G;9O1Mc>s@p)(^%QLd8kd$6Tl@WycE6{q%f?1PRwb}Wawi@V<@ml} zOZQMp?NF?~q^(h!rJILr9sGmGrsxCTXz6Kcn7*hKS90)%vyfo+AUBdNh}h_`hK zBVKwqQnIVCn)FSB2T)MB9o(+CNhaO}1jhHtJ_O(qa2-2C=j^2>pIRS!1qb`i?)GGm zZA(pXO;YtfL1oJ^asVIpQ?(Cw{^5(@TM(}}H=_CBCG^+i^b8x$i)I_V=!ldAC^Dg$ ztifE-FN!CoH9yz1<@sQi-!b>9tpv7EmqhK0KcUT8Jl=qwW1Mo{M|6z$>4-1Z%2GaE zFo@*2<(q)bsf_zX(tT({vqe%KkB?WcBT?cCpJ!H35PdSOH>5y2v1h9;6_H$E+s&3SxdI|X*Fh`W|F{VP_mJf@w^uy=4EAdiAcCmjci%g%A~@&4g}Npj|SBm3#pZ!YJ4j^t@(qbO5Aqf z{K(vrz@Vt8kmvCAow8Yt89!=KxBK~2kBC`j$;;58@o}X#Axv{`+@v;wTkI16wz~@D zwJd8nOv1gK+tV|#xs@_t+4^9VoDk;zBbIk}!aSSGDz72fq%J!$^0`TJGsrWYSCDW| zNYPzl2>*(fi`$ZJ;h3eJ_LXCAdZQpja<`|o=ADI2M*L#`b&3d!j-`W3Bs!4SeivE; zNE%g9=C;Hoag?#It$9iJHTN>$di~RVgJ*6ME)S*2BC(d1Y1vm9A2fxvAgFxG+~~p) zu$6Z{)tisVykbsq{l^-P7rlTyqt+wFV7xNp-@_}b%xbX$;{ofvzeym+y?!J%lAY@4 zTe%53-(2mxy2pxO&H#wfL7P@>g!S>b{nXuiQX2i(!qcZ4a_k+f{?xA@++v$LlGe#7 ziS24zO!79|n5>{Ii#lnW%eS9XVlm&gvtMbsCMI1vMks|2@e4Zt^oM5R5YJ$?d>I2X z+CaU)gcjnm;5nIFZ%hFk03%a`m~_{%UN_ilLwoQM@({&hdVSyQ*9ogZZ?kh=95e~l0VDfetbs-1brrHxE&w+o zfu@D?!qnG0STee0a1~nY>h(?M76sfrEZ2+6f!tt3sGun}?@~JNRc-^|oLT?W__ikwxPRs|1emwC|j3>va`rvGQ&-u}}nj({_4j%B~ zuj$4X>9*zP9!092dsQo^)R(o}galG>Q1NG+GQm3A@`4oZ6!mgcN+{)oz644d3)j(7 zrqn{edT=ruFf@lX;*Ee3o{GTX3IXS>&w+|5>zlDRI+fWPW7?{S8Zr0kX7CXAy z-dvv)4eL?pO*psw4hbH6e-taPsl^JI^9W#XA=9#&9w}$QjZWr2+tM+fKqdaP{LXLt zHC+9wbN<`BX1R}V^6;?XESOkRGmTrJJ<+g6w38q8nra!n{B{9~Q2m`zURH`?X zqS*b$z-dp9CNy@fad+&raQw;cRO=O!`})uM_Zpq7P`C=ezXD8 z=E#?-iQ@arm7Vgg(A%)*WyWGm-nE$~JV#>Kj7p4`O&EgmA9r>aAJJ}?;rQ2Cs;E(T_cc%fw`X|PM zfwB3jSs_bm_d?*!y~GMi^~TXNGa!}aF|u)V=cp<3o)4JQ;pkaXIsioXkcaXpJ?Y>w~Q zujZmrd{^zIWkBsl+|jmv)>5NKx1ig^Z3DY;q991LKGnlsuDxAqShk#f`V~=y`yy7_ zL_2O@vm3(Oy^?I&Pr-UJ$(%FHt)EEWpiKTvh4zzxIycJ^oT?- z;KF?hH{S3~LIb3_IGkzfrDUtZLXEancql!?3aWw8T8?1zU%hNAb>kDkq$}|PG)qVk z=`dQE9%RT2$ZLe%>(W$h{rWw>`CFT~1JEJs7_7!f6wj0!OgbH->;e`3RsOT~{B3Eu zMgr$(z#`pT)>eUEj*c&S$Fw|0LMPWeWLeXwjZ~eEY=q>7ZFkOfi#v@PbYV8z+#GaQ zY2n|vWbC=_na-X5quZ=c>&u^8n<6R3*6Eum>2BUQdCSoSD)$*ZY`QHEBP(ZTfra;W z0t$9FqW)e^(Gbxk-a7;00ad5X1w%95IH#v83vgzD710*8ztP3fT{kRquu2B&gO(Fw zSx8+@c98}$Dz>)D(nj=zQFi}3A#q ze#SzXj(d!Bb{-(~R%%$eWC|%6_8+YFsd6>zRztlu+;_|IZRhI^9kcj$>r8a)8uKRT zcQTPx@Jumo3XLpQ+*;4W=Uedgg1%|LU8tQ;wv>r&J~P6RuV!>Kw-{x?K((%>=A*^g z@)49jm){(StX$i^X6hE%cjq#rYmXtd+NrZ(ucXc;)wlP4KBb7?ED4fZvMU}px_i0? z}f;C zIWqelU{Ou;3Y8?e6MtMXhD2dP`qVx0wTu*cTL)HMV9@Ne%G#{Qjh4BR0qxdQ2!kM! zC$Q?=0(EgqJhW;R&|eL)c1swCB~qXN@r1KLdK&j`EuMioQaNu$*EWFKe+?u?1DW?D z{=D*Aw;i=Q7q;W>*(?~wWnxPGy3B?i_)uG@N$uxm*-BL6w6f87J*#}aF&)*q*a#bV zSv!qGewU%58;6R`^tg{1x~t#xvBxXmaQxz+bTTovi9jZ|>A*a3!G3(et4#a)nWMe! z`??AVi`RVk$8}j(plU4?XdL1aHoZEcDGbBN@=`69muOcNBHXNeBj;3RaJl>ISKm<$ zLEIPt1+Wt%dBJcjOSDbX9n^6IsS=fT-K3f3wSQ z!((A(70!TeAB}K`zj`?~^~a;-(}(M?&kyT8(iCfI_nECH;w={kO={=OFz3!*P94o( zL^1^McF4Dr#XL!~laP3Ryh>tK;nt0M=%>O`QW<)YE;#1W=u zNd0p=TzlW&1M1SoP1#ND@4Q%o?pM4eew77|(Ox5A_=SpXQs`Rq%y+m^N*wHU-cuLd zlJ7KGoK8)q@PS%wOsj`pOIsa&01crmHGayAeBRC=x{sV?$< zr5aM3>hHhcJR4Yc#Oi>750fZ?O zB4gI4jJ`r^m$;?A8jdJ>#!(Sw>N#44nCNnPFfv!uZ}jSSfeFt(E)CCy}7Xq+jM z4iak}&skL*1B;f#KDu0ATmr?%gWvMGd%&w6<`hpl?peF)-rQ>%4-LzA-~&0vmCmn` zGXg@~R)k_kOJzn?Gsh6ar~%y}?M*hmIf>qj+FYqVf$KYDh`;O?SN{IhlBb&O0xG10 zcjCH+xHCJ1qkYq$BFD;c?o=M<6?Ii~ld^hKJ;nHyHl5GhMquaX_U-~owu%g%S(VE4 zLoSsRx0gi3iuSd&7V(X zp$s5Z&hd$buD;P~U5k4oivd$?QVwV$f3|xnbKf%Min4eGquG~Oz!tq){$@XERghAN z@r=_K{O)G*Y5p46iY}cI)I4-^@C2?%xsc7T@zU|NJsAenu6Br#vY85C3k#}Sw9F|I z@F=f;UMD<|kx+E1o5ILVYR=q-rD0m9-3_?BkQf0oIL7~Q&!7|pyv;h}i_rOcuX2q| zNPqtHwu!*#Rr+|MQ4F^PNytaq6I5&Zn8kgT-yh^TU*rfXXgQJTMt=!+;=x{gdKKzG z;Eu7skp8e!`wlm#5+x$RR*CIpEJJ2=P5ep?)jNUVS(EsnNpcdcX^Uxjz{maw-PI;) z6s@c|KG+dykvuucAqOVOtITk&qy-~NjpdreS1E6e_V?fB)0-0Nb{_Ov26(qM{k0|V zz42bHIRCR{kIisROPbm0=Q!a;B{4z(lDzfPlhgny1c*yHhT|~Bog}}m*LC2Forhy% z8CSYeylRqxQE_`^WaJGXBaV|>T)b;06u+_JtD9NuqF3zF4xmAwSbO1DU00IKci9W0 z^0b=y`ImG0+nc?xXZQd>mxk)H(e`Y~vo)~d^p>-kuJLP<>|NdZOxI<6gzb;TtF#lq z2~RqFa>k@M5jVQ`_5RItmXG{`mj;Wy)+mEK!xW!a`Ia_mT6S#hlb1Bc&&u#S%y~YK zVdbV`WTt0vtB!JgUN#^EQ)@}!7s!j}NH@QXg()i;h3a ziK@6(c6EPjA+t?qsY%IEhhnMRZu*j@uNzgOSLG-E_dW@Hi>l)H%aM3i1Ldat#})CI z$z^WAc#`+=ppS6SOKCz zrWpf!N3*DN%MuOFFpmdZsU(j$TKgL32r}|&>mzPTsaPYPLdO}!3Ug6W7T*AlKQ0P6 zr_>d$?FRG-*9h=!hJQ?p5Prtjxp^>352I zRp)Rgf$y%FSA*bb%1yQwfh$4IpEcRx?>}H(T>tC5=fzvEsDKC z-rkl?XT@V)b~R~J)pZuxXf%6kC7cTE4E{rw5F@s8@VK-ZSF>7$#F)5F`@ZhFcN~b& zAJbSmT42qUox6n8bNS_lG5HU~?*1@y$NVBc!9_~5`<@Xq*@Nm>U@4L`ej3{2%-OvV zFuHjfAhTSRS);1VjjTv!sY~|BB%b!Tap-~CuI~psBI15g8_QDGmvf174`^`2mDHvb zy~~^M@ILzk4;v|{!i7&9rOKHPtWJ&mSndlFdEeYZcBt$MnS0Yh#OwmVJWf$_eE}RFfF@mCJ1Q|-@0TdK*dRA#uw|TogWmVvfFLv!!a;m z=p68{bN))>gRKlyt+3Qs_*RaL*jy-v2q}|(iubI);L=9>k8R^XGZIX2S-fq zT9QLBUVH1^fr!UnBNemiUz^MtA~4HZY@(H%@r{$`B(&qd&HvhU73aK%_!R*lHv2LdfU;jR{zP;5z8R56tQ~&KrTR6>&O~V)cWxc z*6KP{r;KJ8H(;z|C)Wn|XPmm&NT%?P)3nQuhCJuG@|=H`Hf6;rRd0jh|^7c@dQzaRn(4^P@TQwYgJP?2*@bh!>Nm6 zp5qbzubr^%zFkpyL*jVD_1ooXJHCdgYHn3F(|BI${Qrui2MqPx;kmT6I?;FxGJ2Ce zhYKas8S6%!tjLPe7#)R{g%rz+&)?+Ox`yk_ zxE9tSqm_|B6TgVC4c$%VU|eEI5AXy=U6se zoSp5&>H0MHvRc!m?b0bLf?u$`^urDbu7Hw2tY9|ddIhjOPINvf-TZNHEgJ@@(X75a zorspaaFSTiAcJ0@w?6wOEZvIa%-I`#fq6@Uu`mwRqVO_R1|vB_p} zv%DCV_i(6iY1(2RD5bAec6Mj;N@0EmB$Da+MA^_xj zUIRpA!4^feODb)RG3yaGhJN86jEcIw6N{!I{?>h*dFHeE{D&wc{8!ljZ57D>8Qlqs zT8YL!-(TGLuX9493i1DEDa-~fayJ0ETl{Z3J=)7LlcoG$vBpRH7qGppCi$oOgxVi} z6Xn0K8UFgj_MdA6%-GNWU%|g9`@d%#sSo?#tR`|$qWYe6)|d|{ z?0kPZH<2UWV^(uoW_)k6Yw>Rs66oP;5BFePO#&8%n>o>sJDlo zI!^pIAQHsOSr+cWX9|JY=c) zLk7uvJL&bLXYgG;HE1;iRG2&-EAS*IV@g|I*ypH5$;r{;tJhK_s4mPyd;c!Kk%HRF zg%N9{r4k->_V}s&&opay&&gvS_&hub z*htoH-U(dS{~5+mcm; zh(ZR3h|f1123GAl@(v9k*foW-aCy7{S59w4|0Y>8Rmr|7$LK)Q-NlRS@zt^f9w!a+ zbonHX^mBlvJf)*&)IY6roSwv(12BQ#VS}gkA7`^S)7a5?zT+3+s2{`g^xxm1Nq~I~ z51{`O5|P8rStzR6WLXsw@K<)}Q`FC5xP|A(woo5D$fT&TN7iHTdGxb3s`RC;2h z)4u_vlcm(@h@6$a+K!U(2ZqSusZC#{(VlLw8dk0_&@0JAz25*D8qhqe*7lE>{Qz9U z)mt(n<2V7241(Ohn_F9eT|(S3i2oVh2G?pEDRt0h5T_tI9(*!Yx$;`8fOWgqqlmqy zNeSMGq3=U&s5m&=8(xWbp;Y?iETxg{?<8#q3AG@6e$sNr$0|EP=E$aNgg#iceRZ}wQROrzth6lYD&Nw{@VTjDYT~&Dw_MW7sGC|PL|S~X8icMY z#MYo>brD<;dh=*m5;=0=Q4dn^+^e>>_pPGijsn6xh>GQCSx>fI{HbNqUeKD#KQ)@x_sfHfQN^(%(auWE#%h+iX(rzJ)|%shw5mfaemiR z)z>9606BIK2yQj7VbeQ5C-1q7JfZ&wBhQT^%sHJJ zhcFA>T2411IU>sD-olM9@}Ll$60dJVk4KGGd#iWy`Us6nD#tmgiqg63#_)Npd%81! zOGAL@i!y4~_$MwA4Dw!d;bOneyTu)F@p)p4P;ljbqGw|*98=q5R@jl$d zAu%+R8_y^*BfX|WXTd9a_Y@>@3e3`}l_zPJ?_ z)=~_LwxRjCVO+a!^M=4(Fgqs}C$5yX#71laYN>N$!{pp%pGt-dU$2E14LxT1_3}A> z6It8jHN1QM@CiLB2bWkb>ga+WweJ!^C!{u>pHPPBBYCdB6r+gJTHw9YviDKVxwG?@ zXfjc=f$XU@wae;B_p!b8k{=3u2pwMy_&cu{uOm&&O4ePg1MXb3eH4|!k4VX&;I zTP^tzvV}-Ks$RM?qHJrUMi^X5t<&b1xS3@zkq7h5a*{j#W9>%hBk!<@zHRp98nzqG z*6g41V?>(P=U?y$R(hPZhA%}`6=sh&&~X@$(dT4X>}fq(TMxKpw$eh_^~<5a_LPMb zjk7^dNQkq|&;A=n2-n~XYGkx(H|_NDymZ(J7xd!A;X~Rf?%v_ao2EK#%s*iAf@#m7 z9NW)4Vy0$nQdNSdiCp|Ddw3ck$(^#Q8!S6X;p$BAI9-b*B?K$J#Wi9Ar4AGv@Nl5G zbfr7~OqFn`;f2=_s%13J>~Y-nnT_O;DCN!XB*>wn1hBrO}hgXbf{h;0Rm9j%Jq0Ri${U#%d9zLn_)QZ^r9Qgc!mbYRV zC6Dgh>k@cj8w;9^7(t8okr=ZZ*oGZWPcd{MzWn~AYq&bRoly4MvExthJn1Whb#%nr zr%T3qYMg&N^)sz|^Zjpv%$ZFC>z!mFtxM6I3k~^FZb1o@c~a2WtCpq~)^h*xgEqN< zFtk9XJglE@;JG6vWFAWx9X}uHyAPh&uJZ_THg3KpnWTVwHhF9`{>Hp*5)qN!48-rL zyTKqMC-!B>q^L_Slsr)>%aXZBH82^;C(T=IrLj-BIgB0_q; zc_KX>zrrRdaW38A%c}kp7BxXG^&Pn*UDPpDKOssIs9X@}_4j*GQ=Lo z7&6Kic2+bRX3{k)+-v-?W78}XRPFZ)&d{9=&4tSYnMg5YpLKXF?H5h9B^MOQRUGGl zGRciqCnR=DF+9z=QTw7B%RF<9CPY&e#qmY1OuZ-Sc4NM=^9SMG^(7@msSu4E=RB}P z{9%9#qX-&`KXzFSL&W_FYJ7SwGx(|SuSWiqFy}Pq0AfrJAZ#GyMZ#8P`rnYgwuFAs z|4KG((7|UYQZK`Q9M`dB6L4GE-V?Fl3+oDZ(DSQ$mY&U#^)8Dcg5mJ(G`K6eBR@vF zeE$zyC5pH0Sk7OCKajDnuS#n;r zWVaW|TdnWXe4A|#SOHCsZ`UrewW^4>%tlS1Ps86a%6A8*pb4fKy`f;HY3&J{sJGq0 zJ{+f5$0|@SFWPvsf0+XweDt@J6rQJlW+CRAdf$~8yOWP;ezvupyEUwfYzY(ogIVSy zX5b`p*Lv!(k(hbXAM6Vs73KAx2U_@+;ke~MJMMAkJ;zp6V-505fQ~7ojq33Le$#m7 zYy*qR21vQLcdeE4&EDbF66#EUq=dBZsw0L)PWLKs^Hv3XVS`UyfXJDJ8@XCZOuN%cc1ELc_+j-j#yww(1;yPvJREZW%9VT4HdyR zc=B&w_Ay!B1Q#z1&Fcw6ID3J2{+LJhYV_UO@l=Uy_W_h)y{Sj%x!fDMf<^y@jf377 z(g{-NM?l&&6N^sIPL^Zi#9lb2X-0Mvz9#BPrzNJ^y8|qk=4pG+ll9a`m-4-@Y2NFZ z8~%&EV{_9xiquf40vC+w`AY7Mj`zEwViW&#KYe74TQ_L)%$wOFQ}|~d`P3WuTK!=V z@OkDUC|5q?i;&(S!BKwk74^3iM`<>h-nYoZOIn`wioD4yBiJrk-hM^soGkR>5s_j0 zl?tz~+Rc+tj=PK~!q~@X@!!S|Z~bgZq@(ZqUXMB?mv_3ciI_ciP(<7{`FPF9Wb4)K z?-#Fc3J`Fh!^-l$1%)}t+nImPPkm%|cjSJvoX6Sr>q`^>g(wn8?VQdWh(UPeWAqnnm8*xt~PN*qMC| zQZ(;H<(eit?5z`@k6krln;#n^0<&@{50D)_MB65u;l79&qQhV!x%?Gq{6^&5yGE6F z{Y!o$q_1ho4*a>cRlB5)b+9kijFy1DcfF8O=8AmJj%TSd7`3sbUEeMc1ZkEfC`%-qW90XNvSo_=45D0&(-8aSk zH0_<NJbj#^9hxxgba^KHAT?{mAdf13g%r;H=KC96^qH5TQ0drK zw9q7sz(JYxrXkHw+|Aq5@gJsa88Vl3QrJAh@gJi-?ARSXdW%86nYV0!oy>u`aHKP3 zy+GjJPOjzaCwQ$m@^(JVfgsW-+tcdoK)t%XV+V{^}b%}R28|Kg8j|Bw5Des--f0h?{G7`N4sxt zBeE#t44kK;%Rr;&89gDwFjhUUW96;C+3WBo8dyi^nPzrLXHtqYwDPgrl|r9YVHHNh znnB7}42-(>|Ec}D&(=MSRe!#8F|4fY{=w=bR*GU7F0&SZ$tY~%WAa}0i9HRV z?Thp_AN3bCr_r8q#e;W?Jt@{yY0u{Q(#AfVyuT8*?3u;3ly2rM&dOWKs$I_rtL4zA zth91yKKU+{jK3WkDNUZCz{~PoqKSe9kCCrF!x@Va|KT=X#(Y#yerCy1`9Y$3zp`Fy z?xyPD;p*Z30eZqSg-q36KE7GI7epTCBC$KJ{ZNso6L&igcUCO3XZan?eVqPhME+-e zYw(VT<*IAi2@j#W`L(md4abQ_qV?lDN~Hf8DSLo@)C;L+bl?6u(GK(LS7RU)TaY6U zeGgYr?m726-b^lE0PF;o4A1PfSYShL|;Yjq>&>54DEU(w+~^nL3-!d z@%T-{5&GKwT<5|A+JlFeT-QCCKY~8{0a5p?(I4iDgvUM9UP3I7?k*(nRL=u4ERO|k z@8%HNc-N?sQvstB4)?eLS5Xh6aSu0Oxn9s**k=!hclEkU|<4Nx;E}GKKt8J{?_9KA2^bJ|Mo5KHTYhTt0Nt;&t5z)Bb!wFx?&Q2FN}bKRn$95&hfvo3|HM zDV8O}k}l0uEtT3wBu@~j0qa!(*OW+N#N?XTPHz8}D8s*y`tM??=42QWxhJCyP`E5< zA5-2Zq`Kd~>yvusJZsUV_Yb&_S9!v3EP+|-LlxBZ{0 zpa06HgZ-a5O(g$^+W5cnDwVLW^<68Uvi6mZE>&e5(qZjbbLC6aq^bHjuOz-(lzD_9 z3W(K`&SN+dDpp}_L$!QM0~YFCH{3Ut!L~-#RhEEFoUx-B2M4L(GheAJR|QsQXVi4- zO=(wy0`#n`wqodv)_e(DZjpga=%g2|A54C3^njXl1a+**E2jxh;@v1YJi1p_m&eA_ zAl81_2rX9y$2aiuFMv1cn|r_34@E^t^c&BJ>DnnxUZIlEQ7kF&@WH;?US_!#{$95? zYs<}>KYp<(ef{aaw7N^fH!^1FXcKs0z4bDQlt_AX##mGG@oUfNumjOlnEaJ!@N6Gn z&H@hH6(aL{>3+VG$*@EDEOh_qh;G3M1mTegY9RiLUA|SwR*xR0ky-=_r?z2YnMY4y z)4gExcGW6NucdIWb({aTlh<^ltWMuj3|{4C#wOKnmWv_F>gFKJjKlA3U)8mI{8>+q z{8@j`3LPq4nmd2c>}Z@}v%$no+kp*i?;Gf1sUmgem;Jw}8ek)V_*!pSpkrY0y1ssb zfP#AR{m0uUUV)=ZU%gxQ`KHN=B6QEEh-vdUbsqBimUJ1fEkdGAH*8K`O$o{vf9lc8 zG-F8L`IQD>Xb&eLrvs?KWhgBf!MezElA%1=rckT!ZKi9pK3P>@%6WT;HOZtSKF`8x z1m=(UHx~>;o1sAwA7wqiCgiB4tCEk#C?(;en|h{ZS-WguO-W|07oD8HwYAL|Vk)!C z`~&76MEp_aL$M7b#f~bsvrCe6*=U;_8T=yHLiv1=pGJ8iX^7O>n)(|=x;L02WQL)` z;JH&kDW)WbD?RT^;Om!ja|>gcI(lgdHA1NP?_xF12%^%(Qqp(hJ_HK1^zV>i<)q+0 zC*w>U^~>z4emCtnmAS`s=$Yz~sn7O?RA-fk3r2XzKA$w^Ve9>!b9!}DMMmMma+I6L zlrWQW1JFEr{&A4A!sJV?tEUXp{T_j$KI4bf)OVg=yK-DaH5AfXynvPfLbhv&n;m;? zdleB#QVO9Yonf(4EMG~k^8p{ZzRQ5&m`iRkNFpVE8D%!qx`>Fm@%* z$qpb{tm&h+pA*vV=QW89oH>vrsrbmsDq>qTTlNp|y2*%!+S8pr> zBIq`@O4#=8ps*A<#xRIiOvutPv7awcj>{3h8s~{iWIfzsUqQZT3&wgqE0|#jF!K#M zT4(Eu`CAL{`mi7J`x=;*){2XFfoo#V&MV#_YTkza zo;%bh^SVT~9B}qy^_7T_l=1e*3>!?R1L^*iXGDPL#e~cz=4$SHbmL5J0HZ@5YX9A{ zB*53LPwVGyF`I81M-f$55tk%7hAW|!pBaIMntng19_2544pA{BbRc<`_tKrTvl19Qn3?OZ-xw+rArmpqc<%iT;}Kj%TwAm2GCU0X|^|M*Y#G@&u5B`H)?xxYgFdXS4+b(1`kZW8O$ zEBL znoJm*U949}OlN#MwXKnDgh;*o9u~f-?N=bxvn}DCvg!rp!?zY{pQ+9an;Efv;Lq6T zs0wY8TvTS(Bwk3n`ReGnV#V{_<9JtjP8Z_+U3ye_RJz(jr&3U0H--FxN7>EeYk2Xb zj(VpTEPPABI`(`ZUrh=IZl6#x;7qMDTE(*S^?NdtZyYP$sP1*ZVcE8dZXZdc^ZI$F!4RTpIXMltC-=mE)yKYJ$%fr#p zQOQo5_QXm5%mVz%O0c87$}Bi;cKJ*aUof}Ks_JUy*1RxwOQJm^WY*+P2s3yAo%{EEAuP@FQ*K2AAHbN=6Udmx-3|*&Zg-h*5{`3 zZgJOB^YGYJlX(obQ%*sZCC(h?BU*+LrnoKQ@2=W+b5dIDh_85yXH*J&EDzH!{4S#9 zNQ++<1e%xu=cyf>R^052|L{58X>uv56~FM}D#D;`Rl^)mV0QlnmY~tPzcNZ0b~;sx zx#*uc4c@gmIn|*)7S}Ydd4J(mbqBk0oT=M&oB{Pf&iKu24i|&e4nDQDkg9v;w5ty& zlt6-&FD`$aCqT5XG!DnrHCwhHA5pE1yTY2P-lncPz_R=4VEx)~R`OD#O;k&P+M#rD zL-ZhX_+Crc_x>F&&WifP6<)H4f0aN7x%z!@-N8|fTA}M@Sr=y23`qLXgdLhyf@`97 z+6U{4)Wo1$wQK|HlNyTSfFDMw$UGYS{>P`9*Xx$tSeci0OgV&|%@c&Vk@Rte(Y zD(0@1*>}{o4cH(UcEDwAV{I;rakJnNtAp8PH23oFB3|CcxHw`OncLH?-V2Wi;?I-? zn-|UiFV2jV`Y?`5tbkz(CFU198-WJ_r+U<^nvo$3fh||QRp%!V@e8+d<5gzNlSL1| z;vDe4w)tACW?1Qp6~;+P>Tc#=EADZw{d)ebgK29}*2 zmr%s6at?&3jb9kH=YrOL31WsRPw87psw@xK_m<+^Q2BxAagY<}B9Beqv>TGDNW!iX{yc1s$6VIG( za*$EuDU9#aTHK|@HZa+0JKv1`Q4`Ngpaflceoh*3-dnM=5ot?fa$9I zd+GAYe>2w;FbjReD;9rd2ika0J?TDt;dEu)+y<7=3U1?ew`!nD!kn1VIdt=F&j2oK z)S(62G_c^Q@R2!E_D3Bd)P{+IlLPqD!m`TNdbAJxFOZP=gRagrACDgtm++l~@^tU- zexr*M(%PjS$ZRj$Klh+r&5WQGe)p*|5+~E}%uT*o)3sWj<1Q}6fV9}>sKs9C zAB>e?r#dA)ZGs2N&8uLsL+!SE&sjl7ycrk_cyZ7b7`a*&-AIgg-M8Puep%Rm zWXLPPPayrTIg%X^2xPLIPJZBkQO}`#@W_pR5jUXva4RBxq3E5{$=>34@Fi`F9k+@p z&NK`8^EU}1dN_)1Y3%L$202P5kgCPJ_TsE06U`;0D~5AHl`Y=Ny&leJ;itk=1zc>W-*2FlBc}9c~8YHABdvLwECG7RI)nERMxZ? z{tecQD(3c4>dUhAaOzWSO!3DNh(?e`ycf4hUP2pOg1+BQ+1k$5Bz&B&?=C8mCN2P?l0CU4mSk04_nD|3VaQ^GTw|g9&5J`u z>HUtgU2|I|+Lh$s^lM7bREw4D6~)%BZ0(qRr-Wek_)njoyiywIdk!KG{K788@2$I4PPn z{Ts$51YF?7`Hp>!TEmnumkaE?75Ywu!lSNMGmiwf1~K1i|)0$<(U8v6RZp9sl#}sz>mMiYUCtBFA$) z^el0CkKGKQ^uD1zn1&4MAv zb;d2Tk(~Ux86hi=hzU|kN?+U~t(&yFXu`|r&M=U4tQr|e-&S?!4(Ss69aK4IT*6{T zaMJct(Dxo?M>e_Xm1}%a`FmydYN{Cok~9jPW}s&QTOJ%MRTgtN+Ib(K+5T%avU>;r z(y5tW${^#1AoGk#inO0|gTrpl@LBG&?Xxl~_TYb(nGFsc7YQ#pM7)_OA~nSO%q%E$ z#cnKLrJ1~H{M38$%j2?QWhmfGhgSc9VMt_I+r~m^zU6iTi}s#in>zt$dEy8bCs?wl^ML~kp7Z(uSu*OBjc_k_y2!Y)eGWi_2ton;OR1}iV_Fpv^(;Dk zGL4g>@5OjO$^ zbrp#g0KlMQjx!QYsb)$?Ud7t1H#N2&C$@-#euWm+u5(I4v`J4;^@5Nf2Ejhr8ExXjl=ar*LDh_CU zeUnGJ!(}}mk4f(yn|orMm=6D+<@X_jjh31a841TV8+4NY$D0#<4s?IxaEY9=WehOd zUvEk8kJNhkp2q~QZqcCtCvAiXc=)v~8Mjs*#a&rd>AP{75{bUxUm)~P@+#9e*o<3OL9aE|MQ5BL8Q~=yS6-y)!!u{dAK_8MmJmu0*{9-3 zj2V#=2tm2rs`J2G5tK$L#<2Y_UG*ggB~(^D+byPlm$o+9BN`XWCh6)j9BM~731`G1 zm7Gx1nWd!ASO4sUNVF+%03O;?rfTu`I2LE>Tk51JS5c*G_|?-1GIBCb1Ik6#o(#UU zwK=avlDH0+JIAxMR_ZqCeqCq_&9iR!${>Ws+B*zeqXROS?wH|m|IS+Ue=F=}V0~pIk2JbA{ zZdiqfzcoMtDves#W6(X~eV~9Zc7YNY3tkeHFF`J-dh+*eAe~O^%Z1OB$Wy0-^(M!L zz%FE)_4)D(OP8=gpRZE(>OxNIL}+fxgPw&?Jlr>Ucc)myko?~8x}>y~u_yhhrI{mm zp~rYPbNp?$HetetYz!IjA;tXTXmO*KNdh~r+9m+9KODBai0gR1&{YX5{%QSwE$-0+ z{;Q(rJaTzj`cD?K7o~S9>Me zf)V)Jb)}f->7Z1pYn`V*>*~I=T(vWBVy!`Kn6X|fX|j@IwA@(4w&{@XMSbJ|ZUeKB zAzHEBc5+N#_^diTGkU@u0^|E`;$+A$F^pM%e;e0yBA#(bn@~Z2dnUZxW_$RJ~Mdo$>fx?mWlc|yPo14UW zfpEE9+-Y)?I3OFuyX`gXtnI^ptc?itPgvhmR&qt_d$t-bynB_l>M>U>o2<878N>SS zm4b~!4C0JAW@JJl2|p}o!Y00*RX(J$PycQB$FKTZkMQ*je~nLc*r(!ZJCNsGzMm&& z{B>BxlN9jze82q9HgAc23TXwG;cJ}%_ooCGe`q$`&%bYOJQKCp{X9AQO3&kd)A!26 z&Wh|GgB4uuQKHnFG6;|~O`i4YS$)z{O_h7!e(EMaPF!TJIZxw*>{YaFO@qk2cMb?W zcNCTf6H`h$H4||mS}RWG-2ExYD~dcA8#}J_g6TIN2|<$r(Y$VOP$Q`he#H~DLK?Pa z#Fs79+Q5Mc={=X}D}R_m zm<1L2Rj6pI_79S%ij2YJ+-kX=tjRCPwkGqzrTX9?dJPkiEBn}5m!J5JG!gonVwNe* z@Z2`7zAEnezPkE!f6AIJYX_ULkbA%t99q+a+7jgonxp0HN%`t{i8YzeoLQBL>Mc`F zxS_$XP-da*)%OxR!W+$p#_Xjwi5eanU`4C3`K5I{kD4-g?f7rk>VmuT81OqukojX^ zzs!J;fwo(TBSE=)_pKa*0IhaWMx7?_rk#G$uubV-lO`D4?l~0iWcDAM*D*7%-$T~k zj9`YlPszriOrMicw2@iPTmomTmW1%wQzsbqwPPF`K z@Mh6}{q2x7?Pj+h?L_D7emB6l{|UFNM{IxpBbjwU`(+MEs8GI0<*51yTF)A`f&UPn z*-Q{HIQ630Zf=`AA8z*=hD$^ z`Usj2GQGPjG!de+3gr?#Q{-SPgDx?Orcf%PpH{daf5)ehNkk<_o#;Bba7*1 zh#f945yBWUm(w>=DF^N&8PW9`(;5oV^f zcDG%HrTl!w2gF@nf-UrElqaWeo&c^ngh!;7IyaA>eJ6nWH($P;FQ$#g<>eplOP3qp z?C|I9I8qXP`ja#D)kU%DbPJ_!NR(l@zS5-AjbBV?w*Vso%Uc$+L&&M^aUCCZO+wqc zV{($HynK#_MMOQ9V`MsC8z-)*CE1bVDzLRA*Q@1ft#3E=zD_Ff z%85`y3(eFIh94|5dQHr%<%5;*pV|P;UZv2BQF8R0s$%-(sT|3C3(bc$>7BND9M_+4 z%EIz?vrGM3XPc1Jg^k&ed*Yw|Tqg2^lcQYPFAFox`4>B!tfgtrj$I53iC$;EmW$$u zfdta-n~OPD7mYmhB@t)%Gh-|(}r|3zRD1jwWeY^ zUD$T>!MpjB_+@O{$Bd=^{^0e2!o9jZ+h6I!Q|2IDgy?V&CRn)$J^Ls(8o^srG)}v- zXwWf_c>c8t`pVlk?J2JPp9jao}ypZKclAb{oEz)UOFe*>*_A0hq+w|dn zo=sgH6ppMcY>NvDm9mKia$tLMK_|Om67Em7WEi>DK@nKCXs{g_)#SP_d8!$ozTcE! z{U>GLk7a1?^;H%4?uN}goMC{S_trdkXJ060u(aj7B=$2-DPPC7q~jiWZvLtPm3&5_ z3-@5wz3pX)*xoM}PR5i=Fi~9S2@yFyW1(!$P-E~XLWAbeNv2hi`ucwqGIDc_B)2@r zR7G^1@RCla!^qq@?d;&7sr`X}3a}rmYz2!htlw|?SJM}4R)rB8rj;YDNjDGs;%1gC z_uU?}(%Q%Ghm#?2XEMET1&Xh*Z=+jdG|BDD+Xa`=MC2d}ud#>TP}P6D5uWoB z?ydZfXoxR&$5iZ=c_ooSYN=#3u|X58iTWyq6^NQe>nrYaw0nAK`GkDEczt<-h;!pK$Y* z?`9YL=KFt@1iz~U|G%uu{oj-b*BIU!rD`E$j3GSSw)Ow)7GwJ9F3Pt88;&u}w(&Pr zwW1t@$(FAr24Yp4bJ%#5e66A~<`JcR?7T~Y9jVwxF{$!Dl9yJl^whYMsls?O3K#wE zTOQ={)0GfV^$m5uNNv`@_j{>5%K^-c#O1J=QHvfWChAY0AOx736lhB9x3z4_Z?C+6I4xU}S zN=h~6TapF(#@5=_Re`}EpHkK^M4mA4(5^&??nq_IG4(mUtqp6EDrmkn>GZIn z>|;N!Z{BPQ6}?}~iZz#G`_8QK_P~kD;0@YT3^-RYoxDTUV{BFH5lT@BeTj1muFRSN z>JD71vf*G*o=Tt?U5{(FVW^Px#kn^!SHa1=BecBnc49wUtxEK3r7VJfcJonb z#$92ay2m1v#Oih)m`+bm(2LRp4vjFqXxuGZTudd3U6**}ABMhbl~hkpGN3efT`E|# zgXe4ocH*cXvk2JKcVS;ThL37z>HB7835JVEY_zm(CSQ9#-gVR&!fm|r%uMmLL>#EZ zPo|%e?9@AyQOZ@KvMqUKEw>^B%@6d1HcRIZ<<_iEn%lQrXDrRBujf5(eu#3jiy z;&*5&)0O}J^DO&KIoxdU`M*_Fx_C~{aJ^cpa*{!tBlpgP`p&FiZ`5T+v04uA#D^Lv zD@+(Q>Q<>&AyhR|_UW&x>z2zq$Ow=HoLiw`L_*}v?W|K8FyDZ^#Tj!}m|}Gz{uoTh zW^}N3$~+tiZaQl9mh#;Kn%OtMdkKIMu|=^F`L&m5_}kr5AxM*+oM0V4+;YH~G_Pz< zc({n0OraBgRzTM$igOrbx*66O*t&3b6XrPMvarvw*fp<4xx9^jG!?uSG(}gP4v>|# zqPZ>h+PQoxe4ws&czf4+g*QrCTXId@Q#W6F_7$y)e1D8r3}~+Wg}Q}JAfdQXDp!>4 z1xV!9v_3erESGT$MLy%L=*K3Th`p4xcJ&l`G%hqOhq!{&MqY!2ccdXRbE#GwXxNNx zEwT~)toF8bM!`0HJ2a``uy{?V>~TYPfSdXPS@WQ}Z*B6c=p-ZG`0-DT`6(~9EVlrH zijN&KobK?B(`p|L8#$Qacr$DyX>rwzHl{J3ppvYARg-)W!z`ip)%8ypreSJ=6OVuSPqa_GN_sfIp{qK=4DJh|Grx6K$Ybkmb z*E9c3;WP5xvA8J0jv$wdUAE}cT_HH-;q%3B-Kt4R!9u!DTIX>ql2q^HvPwt+E9wZd zT}B!mc`3-OE|t7VZob_(l+?1w#9Bv%S<9@2Tg9m6joz4@;V~qbt-<)+hXv-FFDc|c zFfZDGHn9in1xDu&BtAwfAGu409w>`xh4ue@^B_+B^qi$t?yT5c1QPrD!Mj(O5V-i- z)jL2>vtGNe?AXdXQ?c#40{kU49X;*TJ@T?O2~LYxwz5Oe@5Pq_BJv)&pS3?neK+?& z#9pHI{+p1?!$Zcj@-+`W!EHgX70k#*f{6s+Gpgk&C3dLJ=roLvB>5s;VwB zG|A}jW#D3lX9XbbI$-k;IL})i%vUcqlC;ZQO@d&H^y?Woj5d0!JP&>EYm;79D(BZo zx^k;=5sBCAe*bZyTpIvCcC22fpJGFiJOiwGk)68eRl=XgNH)hwcG1MCEPKaC0=h6nV;Xri;UWNnFGErRx?l6@xQQxViG}y?jh?;s~k;7MY|Yk?{BuA!2rKl zPA%Wl8cVrDy<`jG8~0o#q0odLf`^#=tp`{P;<-Gq>gcXu#OMCOD>94Q=v?33OO`wM z-P)Gm9r_{}v`;imI2cV^S!1r|>h;K#iDF;)YVx{MITbAKeNy-Cl_rgP?lo{f^fN%u zRM64HdbQ|QYmlSvf64XnkTm_b{WJJ1Rf+h~esKW$_p>S>QwDpPOj!b8HCUlYRmA*lJotsfrt=Q*mj%=<}dw4x%pw@=4v^;Pd$2R{13 zVhjH{t@yjETe4ti;Ig_Alj*Yvtho_8Q@5)lqlygFvoY~^wE1nW0$Mh6XtWJxVkqdQ z8@b#=ocsq1;1?7h!vLJxwYSh02a(Z@1HLE7E>}HQddigu=nwhyVXx(*DNGByE*8jR zf5t2BO+ti&%!%7aD{@l`j7Ip^fvfE-{l3ZW(#xg*F-sRNk+_#DPIMT$16UIB$qLS9 zq4*&5>h*x+sc=?vTAwqa8_;o|W0-qi5~LLs+4wqq*8sD7hWOd0X86-v@n{9J7NS?Z zy&j>K2Bw^jMmmvvdBPj|`e6LUvy738_S>7Qz9CGS7T$`mO!LFta9sv1;`;H)tCw&#n2NfT;9cG|b~Z|6$m(N{aOz&G}0mHO}37{p1FwgF4S zCKGapJ3G7dfZ_|J%u-us(OgFTc*_z?yM|d31TN93G-q=tc-m>ahE=B{w zQAuLT;a7+n4PeR(nJhbXwgVng;O1F3DLB=jta8+!9FC7&WvlXu!`^5k-1C&Hauv%M z2;z3HE7yRy-UwUouA{DG$%P~!!duH>3K610HEuW58xq4_hWSDfE7p1YUutW+a~jR- z&cdw(rOw0iuSQ0&heg(_m2Fy-TOBf@dp_@lPu8;kVOictl)d0tG&mso!VT&BCTHjH z?Ol%dBdIq)s2-%KyLz$O@J2#U-La0_idRMK${JQV&2m>GQZ~Q!M`V4^Khom-uowzT zd_biRJhC?*Svy^r+n7D-uVhouyoJGF>ZLICJ}qT z`}nD#(2^RCQ3+~$8Q$Lcz(_Dsi{|Y=Oam@P;XWKqmtv{S{|^P;3$WyhVF-E-ijqPw zWI>65C9dZFNQpPdsU(UBJyjgi^;Q5=tR{vSP~sOADxhuQ$T-J<0sNkK2_ixmFrY=l z12-7DpLWuwjfSqws-q4T_~X5i6+i+BKfOyx2QU9Lth~2vP6Jas>NdA&MzVnRFu|R! z%`Y1V=dd{G5L44b=)dId3%i8B;{PVcGV*GMXlmupL)7Kx!U-_C7}rt$iV!II`5{Kc zMYjIM3yOywdo}J>O1$;TPSB%=MYD_Bd-^CAH{B)3e*g%o)m_|f+qeG5e=#CP4! zLq}%dnciZv#g~UeMcRji(Bsv-RGO&5O3Pd#QRrqN4!2Jp0x_u5ZpRPKWsHjYTfx~1 z@AH#VZ~v01RhZ*c#%%W6=f|I0*?`4sD|5+Vi(s8HG-eREvS}SM_Z?nIyq#&wu^0qb zl1?W0ejdIM+gnuUr*1Ac%)0rZR-`(jy61#!^gi=eX_e&IPQNwQd=#m5nIqy^c5p^i zgj>E;DD754xHMF>dMjF_=2mMDY7s8R!L=Mj6vzJqsvyAEdzoRVWlfdkL@Gpfy2{eq z+^I_MD^CEy0yyuCFhMQE5i00`0}TWvXfXk2yMKa2|Mt=q^l071aOp}Wl0ZVkkx*f# zxV2p7W);(hy>e>*b7lKB@f)+AB|#76DD6F8MRD4F&4=g#G^R%Rrup0DThuU!&EY05 zY7g;M{z}6>9&23UzSQu;7=!Dd}Hsc~x$D(+V!Zfp1;^?Z*NOjQaMzq|Iv<7}nl8 zpR6{}NVrs}J!)7q94P&lCfQoe-fIVrj2{9qjLv^&1E8pV&=m{J$D?3$0N{av7g`+Y ziaVB)n|QC9Tr&eLZP>Ixhe~L#kc)s)C6rV4vp@_yag^!pb)>dP<(X|r$C|q&uIYhk zmzugTIu}_vq3>UQwq@KNMj*jVr#-+v99djTI8|MF-|Y@6irTwIPd7q-g;WEce)TJM)Vbhl`SByLRK$0`EuvT~2`OM8x(jDfXr&|dAYlSly zc!-9sV0gw6YV378hCzGm+a$I2oK(cy1+#H5GrM*j)AJQ~@1f^_vaXZe45WX?)v`}X zu*zk(Pi=jpM_IW@9TGF6$-)a)LpCJ}Qd{pVE-ew&U!}`@?$j0$bn2rjkB{XS4>1pf z8jTT366!)*-QuWIWkmuB&)g*%+Tt#ca_G7!H`G7&!+vWUoqAV7|97=beKPefqRisf zE>pJ#v_@o)au#n9@~eGW$(q<`0l3$>KsJ|p+Xyp$V7dY=Fd}h%l7&+cSu!n|m+8=^ z4S^g&VcTfvyM1LA#(|si+l6A)2#w+lLBXAND97=>R%t96NE09BKwpgCM4MT~Y75kJEYJ#}ub}k^+ggU(1 z1rs*lj7Z0AeUQYRK^^A;I|>^^W3_taoJFNYR?2W2@G^<#)cME5ht7mY3YCj$gbva( zfWozI_EaoxbvGGn6?0XR+8$R5qog4a$llGCx?8`NKNqy-X5tOiR^ot*!O#`EhC6)X>F{ z#lIZPJ5+klZQ~@%wB+;uq*1PErj;&=nU4?drNScbEbv;BnLM!eODeoc8K<=`S-!#O zHtQUI)LlI5rV?*OEf=ubRj0lkgU+aoZTBL^ABDIn8y-mVa1FUjZDw_!KX^YMVSnP# zSH@}T+PhP}kH5@lWiiXcO6R^Z5vt`EP~!IVD0Ksb{pWRSY{#9~<}hpI3IeaJl&?31 zB;M-lXuro#Gv6LqXcaw1vikuPm|q=|NyV6gd_N-sac8k50ySSxnyG9PT+43y zelAVHq-q}&{=(!Gevl?Y$>^of1@AYd$UmIoo1uHv+%`~lD|}o*N95q!;b-zythiXT zHsrwy;fF_!JSB<9w92+1R*Ik1E?)#c6;v-+wQHRW;-s0fuLEm1ndKS&gBXurds z0JDByR)3wuxrVBZSzMI7I(`einW?-LqfB*kJ&UXmNezYm#dqL0JByWs*Wa2MuzWd6 z(nALiu}zcMe*90gqkmbTUc0gtErZ&f2#s%#8!i1eVd5x%F0wOrLZL}++cpX`Ys)4X zQ+m>c#n6>Vwh?@Y^M0A59TpT&sjx&>aLFNc)n-;6dTaO*f02W3Tc&;0(M7*>lYtW7 zgw3}nfcQ08?Th&I`2kRzr=lf;aL?&4xz~Qh*JN`1X>Gf|Q?8C=c3L+%+c%+4n%$j? ze3~m^yS$o@UuaFUNgew+TrRAf5jV_*=KnC}$6mdqeUM5eCQ`q)Xtn!%A~N=Uko|3W z&Tx3X)sGPhfYr|Zo9i@bWyF&&$~E;TjKDZFaJs->Yg+-LpC9zy)l6rZ*=@FST151g zL#p=ujFsP3Jc-9NV6pu@8*%TU^ZN1fZ`KvQI{uZtY$j*?#r58tkOt?Ibmv5j?=u%1 zEm#Favsc0&64X4+B0yFls#8CD^GAxtW;124y4$)27iX%bZy83Kbjuarpx2g zl)LJO90ZNvsV+Wj*u^_%*+S-C$QNHs7G@UlgA7FpkoaG+%D!inq7tYuCNs;gK zE9+EmtzGo(g>k*5K1eg#+Tz>`Lh$Le?Fol3f-G4pZ>=wo^8|Deg9N!iuKXW@+)9Cs z$H#F|>J6TxKdV&htc&}D20iJ zUwdD}PCBsJ_-=~~muzK-|NI{)B?kkgh>4FR;wD|;As5huDgWYdcoVbSOFzwvt@(oa z^Q`TSHY;_R9WiK(4Z^ZbPXXy=&8t9?@h4JQtQbatP1MfoDi!*&r{_&wDOZp|Tomkb z7x%ssiJ~G;P1T>ZbMn_W#3rGDiy3K~DA#6X#z1ZLsIBtF?}M9pVm$oXNs%UJ5n6-0 zW7>NsE8~AjBO^h2fqd2GbWtBoiGt}JF-!lQ@pr@gkLO77`#f_r^>f`3+MCvL*O{1?8BW84EBm8_Ud?6zj>aPT#p?ZItr_`uQ3Almfk9_*r6aLG`>?nTsEGsZm9u zVpR?PQWPN{epu?Fcow2P3bpNWKQcdNxVs28sfCV8hwRde4$5VgP_7(ice%}{4VB30 z`Jng_n%ieKb?7B|aMK`EqqQRjl;sF+TlvW_Hga9|KFVO{`+Apbc301Q*;iwWaS?BO zIjSqR9qw$q?tOx-R2JiTW3W zR9weDXhAKp3jeRP)$xRs6pEYR>Ua2L&Gg32j3!KSbW34de@2dZqGMqXXR8!X6fSx$ zsgQp6N-ppsMO~RK*-LRadij+EXV>~K2lcrvd09=&ntB8^D-@nt1%Ei4^;6Z?keQSG ztBb#Nbj{2GyK|}!|94{9$Vr)K=#^2y&VyC5ceeeYVQX!Oc zD#+hDqf{z+B+{+wEA#ervAt>4Sp#x^`v-x3cH1A}nfUa7t%kj-7(G$*ZDVE;20VFG zO;hu#n|FdXw)^XtIAt5jSmu6rQCXO2(YtNKJ_1%o60n00T4dmW?F4V6!`nZmAHguoD^&q8v-OKD+gr<+2j^$qmWCY`sycq@WOqi(j#1j`Ltd6I8oj(vrd{*{ML=s~l0TixK)4K8TUz}ad^~!7O>1st z%SL~{$#WA{tbpXC!Ylm3EY@Pk9I|NJ&yv4LmYLmzl$&;YLHmnT;?x2?453P& zkqhP^C&kBpyUmxh?P(17%r%$lFBQf$ej=}yw$+gU%k}LSIr*(F3Lxe3NKDqN#rr7j zNtsx0GYgM+hOz+o#=g?N$C_qxpcfcrrOjg9Ad2U<^{L!${n65&z_bw~(cZnc!JK`O zpp+RiQ|lDPGS}$b_Lp`(5A(}@Qx6+7JGW}tY9yHxnAW9&h4onV5`2SC6XovXn<5@5 z%n|;2MYqxmpX91{SJ>p?^=-D%0DtZ(rm6Hl2p*uURjB?u*8$1094&^9*0aMF=LTo{ z#KS0v+QAMNS&D*rCG(F#F=OLF1wLJo1_#)A=Z8}Rtu3{uk8`vU^jXHG6O5d(`Sxps zE~38OE-s-NE;c-oG*y-s+HYzvei>6wYrbqvmV(omy12ylhrV*q^n*T1yK?!V#C~i7 z!CJ8Lqaorak^WQc(|^~N_ljeHqmG@Vy5MJ$KYbRg;1bGg8@`zvsg~j0a^9Lb5nqza z{Z>JwHc+R(+%^dFS)QzMx`HW0cTW?h7)<7sXKicvYYC`~!$nheX01t!qp0_?tx~CL zFOCzDyIS+iH`&3Hwv0duz`Iw?9lCkcf0U}4(U|Fuxd6v^SS?Lk@)u_z?>hxEn~hl|EqZSP*dXFlAB%e{^S1mtR>I%500W#{n+j{ae)TQ zt}gvoR_qXAXzSuE;xy&$!OMDS2Q?6A6O_FFTYwAi8G-a(|1&*{`)q;apuyyyuy0~t zv>^(K_Br=RxeVFjE=-3TX{MI^jkmECY;*ng&+69QGW;3c?6yIvEq6Tmw>rhfWk{@x z65hf2PLKV|<^p7W8RaM@Jf)|36<`K1Avb_&Ev=jK@c3!saokItW)v6`_O%elC)7g`P z5}nsW)H&@#ppA*Kz^u5j8&ArfgBP@&p{fxnuh*sVYibkPx*$GP?SY?P4$eq}#qR$J zQb3Y~5%7|>_3Qv*%v=IEX=#q{sy#e@M*jB7JZ!I>R72}Fn~eqf8h2&)mMa z%i0e8ocxp6cT#mr>0#0;16QmuZ>%+bfS4-j~1!_2Wr>)}diN%fgYK*AN{qyqkI zKS83zr_Z3sm9z+wcK_)B{qv>cqf>ISI1tJ_cqYWuK5l+PKi`tVN%*ndt!ubub8y!Y zaZ33zHym@o*I`?z3G7ilI8!^RqrcsS~ZmH)cKEg^1dl6#YdGNUM1NIZnpF!9o z9E&?XyjYpPLm_o9XpfOgW?zzUEwfIahACFGpM9T;kTWw6>aW&(cjxkA${vxw$Q;M( z_Y6)~Rbz_jl=WjF-HD|?2q5@Ncs_D>EuTEg zDpy}5g~w$mo3C}Fjba*yNma;s0Q|VYf_+2R%$bRU0Z0Wd~wSa3B zE~Ypb--qZp(^%774kjMq)0x zMlxZ4j#87iA*-FL{Xf2!Ld(lv(ATXzY>9x0V5qE57Zb>-@6gB;0E254`4|3_YC#uFHvq!_18?#mTwt&L!}VNz`_qO90Bb zF*cFTopuHT&VbrGQ2QJ5_H7FO9URYDNNoU`9POra=4q}coa=oSIg#|Wks$AsY<#?rq5I%ZHcTJjL?uo2!v_xTv`MBOhof$z7ve4+ zGoyS-NhCnmm_`(7A(8*LO)f6*;qf2f=%aDWi*vH)`pLI=3ggcD_sSkw(EEsipD}Eo ztq`a@J1NUrR@}?KxxU-1!MF8K2&(xwyxPf2yJd#8?WuhFg7R7*p%+KwKiFj>nCqF*zv=7O;DBtrzC;er+KskZ^hB4#l_Wy z3`qacPGA_o*D(PY+{PZPqGNDL>~p{sUJN4l zkIqq=5pYsMppfeTbi;yUritg?DKr~rFY3qY(y@bYCBwYyZ@5mUQZ8YpCn2G?FrGbw z?+r;kvoD0S+ty(-2#x;AFcBwaP^ap&kK(1tps0vK^~;GHIM9`@54dZ$Fe-UxD8Th) z%c~AZ138}SCwU94RHhNHfmpP%#7suHzYVTK_-I_y9bMf9N3~na2*lSSL1LXl`6{1! zO(?ny17hTQU4oF&XU!aC5=cO+t9|vhgBq?6oXQ_(q!?^sl++?Z?Msf{5~;<-w?|qn zLNZ$SF4OkeVRb5_x2haT+)CBfD5|oCk7DK|K4LIWtaka`j{&(fM1#ekMbWnM_Z-5q z1GS%A%Jj5VJ{Ts=jMElhypEp02@jn^n&~Y9S7kBnR#xxt6vx3jq0i47fhb#V1a!Evc2WW-+5vlo1}xQvq> z+KGx+-mNL}A3kir5YSD{G~YalrRD{DPq$@nZLoAXmX~Q+-~-m+yOIZ zF4FE4-+eH9Ivs9q0)I2~Io=bpythQ$i#6UTR@lwp?zHmf>tGnALd$=!0P9Sbo{8i4 z{p#EdIPTa~LzD<~f#$DigomtueRUjF522@DcIQw@zJSmMCv0HyOaD%rAUh`FP4{F< ziMAbi)`lp@`p=wH#4)0~qGktm>$l^e)L}wk~fm@ z8MFUqhBA7O0LK54pL|2Pq2rrdjH_J~RR8Kk8K#r8*o_w zK1OMRUYmm0+L`Oi8>t-D&j(;^!yMI?Gj|tCi9pVJXZ=lt`IZUG34*n4((a5z^;a>c zwZ_+j`Mm*F?FA!aju9>5GTOm%Cqu9Ssu}om;Vr0=Pu58kai<7ta}Z7R6P-7VIh9KC zc1klpCTKvMwCxMPOfA{B$DWBg^cT-sGKs@H6LLz;O~xrO_b%=0kTq(g1Nda@%+u}; zwdUsxLOnb-g&g|rr?V#TpH&K5Smu@Tv~%$5B&P5io3OZ6B7u@ z_bxY2ZQ!HDOa2lsHgC|&Ol@u`-aE#H9na{A?j`>$w5fHNeR0v%Ba3Csk0i9Aj>N%c z+U+ge#!;}mZQ0eJyoko&Cmot{-4%YmM!9V$ZelCkyT895Iau8q)hD=)Lo$sy4*SvW z0$c0K+xii<|nVGK~!O3LEo9S0zJjqgVBY(aT45;50+M z^oAZk{VdZqd5QMj^Ixf8<-E1+V%|j_6{-}skv`Y9%g#kXu;>W%GbT zZL?Zi-nh)YJKlsgYZ!VAvrp4qZD4i58!vu$Jijnyxm~7s7ZVxuCW;~JDUqRKvNk^I zZaKr%OPIV>)nTgcGD+%=z3sloN%qpa@%3)PAYlnThBx&*g1_w{XHgpk#oIYu(Rb4>L0qTl z^6!jBRi?zun6!V}2~%W5k`VFRb!vA58A?X;G*Hbh@9X=q2aXWmq(S z?lg)2BxXp2w`rf4=;A5O5f<`>4UQEe*xBier;^`m$X?l=Nsp}h9`x1Y?LcP@5jk07 zq^6qB$Ng0N=sWRWNR$W{bN(s=sZ(_vr)m!twU7;@S$ za5~eEact*QOu%{iHhnXJ#(Ra#REpd-<}A8oTEoNL3lFOO0xwm798p9?@n_R=_N~7G zg{wS)Lt+unsO$P19e>RAt5w(t$vhZhXLFkVEmC~q!r$9O?AWxP%=BEZ>zGRpsnmyY z;dInk-zjm;T*%sXWIqgdd4t(?H8L1GaPfyCsm5v-KqVu&PV9`KQPb`I{+qIP7ZUW` zi{9Bu<;Jntz!*d=f87Zge+bpGM*PL@bn_qR&2zt+&GnpaKH9L~Y-U*`J*!$1eg~PeCp{Jp7}iMCAD|+|Go0>(1igPEX2C zsaa-Ba?%I)^QZeZ-p*u`LMDS>7BAhza#dG+7rqd&c&Ae%(?1 z%}<}k*4d#7l3Cw#^I$feh{T^LZl=vFIf) ztUnU-7VNcMsy)5CkDjJPKRXff*+}jffV25I9FSK~Gm=QGTz`kHsfQef0ScqG;|xDZ zz5ZZs8}jRzHabaW&N}qX7q>nclgLGV>vE){=4!zn`&bJ&Jl8^AIS{xBc3FH z3H|cI*-i@nRnOc=Ws~y|jXp~|s-I-INS2E2&Es#0NhwVxWfW{#Gp6rsg%=^v+%l9+ zGjFa?bd|c89w8L=iF>%Ssz=fL>v46t=nN~+RU*&ZZ!j*bR4tM*G-I=B4F{j~`Bp6c zk0z_=jJ>_|~b~n7qcOx zJ+xZBUjbxOFHHF`a+z&^QLG;O|Ko}*-HBuar15c}^KAwqiskyV2+5qVC% zqiZ1YT=q2uue?}=?F*=P<&c!X2bV%s&ay6R^;zYk*Ks)kRCoFz4IYKstrw$0a>5j>A)eFlAhxE~+sq&qYHP$5<#sH_ozotc@Hw`oN$ zOs!vfSb|RJhqsiYq;i9eFY!h{q@3};mAiPeTdQ=24~g{E6+BzFWLs{h&MC?jSF?Rl z)$^Dig15B72O^S6R<4LP{IRs~O1s1T7H$QrO@UAL`!QF)#*^+FeM?D>Mr?2ZA5h;05G~zdn@ali zn&f<@CY@EXtIoIzAo>4Td+VquqwRehMM0EMkS-Mk1*AI_1f)gjZjhE7T1n{`k!F;X z?(S}oj-eZd9(ow~9qzrKd+%p`|M;z6u$D`hc;6FyKl^$1+2=h*pn~#Ke2eKWf}l{! z{KyF2aqW&^HQA>#Q@aCP;4*c9i(!H>3>fJ9JVI|S;ODMScrzfAO z-7T6@%#S|qLn?8!GtkxtPM}#r2A3`iueFleeA%gt2-M}XSQx!`WbJDMLnTC)pk^VV z@LH?gm|KZf0uryP`br%WR+hMk=%_#XSucC>N-j-d!SdueIhDnVVomm+;B&w>? z^rq}3h_Jmauetmfb}9Pg)+BF9fn;M7)7v9DdY=T@?+HQrNKKC}$wN;5j!B-#c6-%q4^^ceNnq?Bkl82|J=~cpc zh|*<`EiX_n#w8S7E3UBF&azWluGV~%I4Y{S4DpVT zVN*DSK1a?yOQf7a)V$SzV2dAOaPFv&Wh zt`NH~MI;1&UqXhnz>Z_F04>vANzOv(FO8m4_X1`(<2 zs`l&H#f6=hv@g_xE|{$H^X$zBkV=g5_Uv!I2zRHn=l?*hT5hD*RVs9(JdaX<>gwp* zTUB{ur=8qoJvCrV(dVx2du&$xTV(>m?E%{;gYFzX=ozEqh<|overJTU{ZPj5Q6MaE zlPf!>^tonQQF(~v30-veU7v!Fr-(aY%MK4+lb%!yM4WDrG8YoxW6mo|&@^o6DRTWV zUxi@T9rnV_x9kO8K#Xn^Rfu*wiQDgj*PWKGv_Ci9iJZmcEu|G+p6cNm@O2Bd_Xm(g zpWG8RjZ%nBdovTDC>bQ&a*-;PaB zq0yHljkDN$%Ihc^_!h|@+na5vL-}h5KTom2Tr?9ocn;xRcwVW;*Z8v?&0KNK9GkqU zt%lA1VM=?6E6_s-O(YNMesyf{aq-a0ebD>cY0U2VC}(nMXu(yekC z<6uq3dWQH}1C>GBqlLu|NwkM5Jvn*8!lGnChAduwo9eUX0;A~m72taV$O8U1Nmk?B zv13l5tgEEYQ?{E{o^^+r<@Mo1b##6sE!7Lh8#TJs<=WJwMP(lzlSm6|tegKjyv@ju zuh7y)l>3|%Q<(==lyFR_qw%7e1Fx2H`{ysS#+Y5F%mT^9Cn1kqK_d6CYg&Wy~h`ex~Lx?U}37|((T;G-e&JUELA)+ z?~oVqBssk}a!JrJ2py`Y#*YrU7;CJ!ik_vraz;RpzEAxXR&=z{5$gJJF7`rABo~{`|n2m}o6%Az`@;|6lS}7Gn zr)6ldh`tZ4&y)n z+Fg8+7I9j4>ykza5spzbDVuRtroW6YM|j9zB%?y5@T;sH3cK=ABw*qbHiFFJYwsFp zPd;{b>4uR((0dD+EsFyb+30~s%iE9#+|VE#*2m6}1oJx9%Bp5)RxK5cFC6jPP5F=F zV}jJG_8zEw$qVd;APmzT&J+e!*CAzZi@?FDKEeG9NxLK}=AIYy)xryQa^jW1AI4zPSdG342{a1bt+7JGZ;6Xzl+bIutCP~%S@2MxY10r^TgV< zJkEgIh)7p1T86=uZ_#wSxzoerB;?dGoK$cPX&FY0y4#VbvS!uf2wgj;owyS1nVvepCk2PJXbwE1*I=sm=LL@<5DjAi$W z>9tocSfV;%pEelXJ)AYOm}zTDHKeT4Ar5ZOH0B_DK2xQ&d=SpT#U;tN(u`9jM{ASY zSByusQ=)Z1Ni^h<>UK5^ zy`WHh&c`nP>5f!jGot~yO(@hTSiZaKo*W@nL2TfJW2^c1qRrb$5KkJ5nERxO?)R`L zp=}D#zqRz8QywE10T$uO!q}gNUdfRzP?#`oXBO#weac&)8D&-QJ?z^iC(4-x!(xit zi%YO~dz_1Q3>6?a|ag(c>XZj;xSzl%Gb3z0Rr@Yg;y4-GtkGH6-l37J7>yO-_{ zvhQ%(EwwD4^6tjD-Ba-2#}h2-CBcuN4E7IkoA4hYrC;bOhLeR66CCngKGpmr>nr$f z#jAeKp{#XRIx>Dr((~9ao-4!{Ic6E_F3QsSwa2VZsN_$L(3vDW`lFQiStf-O5rOWA zd0T*K{c?;MhfLQ%(NA>-M7+WHL~T>x?Gd?@*^XVOk(}nzHGJ@4JSqS+n2Loxn1$#YDhZYsQj?f-nYJF}EBDU)b|g zdhb7r9n+~V7{~j-BOEiSV6BuK{PB8d0PjStzqpp58GGamm!V2-cTnEI*oDG1sd=eC zX8MendZ$S1kevu`>C3kfGLy^g?q;<=jzzM~9ud{Qut^mH&;)S@DwDH2LQiP&yp2FX zf}vdhmwCr;BTc-5;*p-t0`lojOKdpYbM>2Coov)Lmx~?H&{o|#Nqv(Vm~rKj zGYI(nXPz^%G+V*#G(EKCF6(h{54Ns!jk)Xu~3$}g4 z&Rm3s0$jn1cP2KtMvO?Rt%?=VwqvFFwH|dws$IlZznaWmKsSpL)3hHIb&)dH?Lput z_W(lI+kdJ=%hCaXzqRGZ0_Owk^Ms(NB^-^6y)p7IFCQYj63gu6q77710nMryr$OCCC(I2 zDzn}CS1ohyO*m44?WMj}AB|nsBZ=nd3H6>+=sXel5;0ARGM0^;pIs)aI^DfZ`Egy9DokR!z4RH z+XNpADmzv3>(-5{A5eJqf3pvk<{REodpILwwPXHu@RVZSJJzGnv-w#4M;=9c@*P=N z%In;Z4i|~MH4Aq3j~XQRU6a#K945U)R|vXPj|#(D{Se7#c|-xFCn8<*BP$#r+c8DEpKy!BgYu~WIB0Xg04y)O2ESzL|dZzb!7 zUvepMz2@jkd%slhatH-wu-$%?>Tt@gqYuQF4V8X%U1$Qgg?#rhp&G)jd(rMq`S@{N zpf-LH(_~Y7{ilVt)Q`Df-{v#-iad*Dvi#=##~~psJe;}A>C|VL>s!e)YlAL-FYysx zNeWWEO@%1#4X;@@i-N>}2=-HaY>g0oyYGfPA>4$!x&{3KzJC3$PwaW#+Wy4sRZKsQ zDx+ti8X(G(-Q&*rP|{=_UiKQhh<{q4xIybq1ZiQK*=rj^LVUd9I+yojW<@Z}YoDnG zrQ}v8ul!u%2fd8Zx|#y4Svfmxt;fCfv}*fLnT#jp+Pg>P#2l1N(P)lOOo6_VR_5aj zy8QBDUZjJtSR7IO6JdfZ%Z;UkqZ)-+K9-4dWY6q68Jvq&TyR7*xW0T)Y0UU&<%RoQ zOotMbMm3dVwv38>x72e=>h{I#7pj^4JlZ@#HcYE&T;9u>1t$6OzB&hJ8R$fb=B!(M-Cnl*`}&ye~qVF<)DCF^~K#PQ!JKs zoEX_J>tOkyMfP)k27z6_`fQ$}7b1n>t7e!Xy%Nldt!LC6_svDMvuI{{Qq4qpZsqLm z#cBwRlNnc=A6@fX8V|{zXd+RESoId#*gsg> z)v_18R53@~^hH;!BVu0t2Q!&7 zFE1ehon%;^lUQTD?vm9CYVEF>+p$))X7cAf-;?2z9r+8W+Csv;<$1_}*SW}Vv7f2r zE#8U88LxJaclVB18rRq*W#1tt@C!Xy`i~2}guNBJJ$bhR4A*$MhRrt74m)pK zzv>HSXNHi}&qT4I+mdz!!^d{y$2H3w6t7C>UiNLe(ohvfb&IU8!-Uu8Cf%9a%mnA2 zH?l#(H-1tU&hT0f)!R4^Q;i5wBX+y>m;G+(l%?J3q%}+EIN3?k6*c9Tt$1wOV^rLz z*Rs4PRE<~P5rSFuPt@_^H@UavxsZ7*tixL2%+<8+9=6vgYxB8fy2<)0|D(N2{68mm zUnhn7W0F~tr!bo|v9}m|g#Xlgg{!`c!54U-$hrUnN#VRm_1R`CS8Ro#-Ct!~-@_^CAy&Zko|i88Hh>CUG-6yc>R~BKRxh}I+tS6} zJ;t2U9-%?ubemOr+jLsg)w2quw ziXweZJxE2PTrkRM=#J(lvWFXf1&VY+?gm`zcxWZ&T^~IpYYA58J>04E%{@@oI4p`gL+l=ka9IKY>febwoQ#Z>qdGqyGL zBW>W(#0yyUg3S6zluoL#UR!cv*;wMLSWVkjuJSO=#VU@4^1Xe&MI)D25(0a4Z4wh zenAc)EQaa}j7G1|IX@y^8EU zB)`d5r4=gItME$lYPoXaDV3PS$sLNri#s)o@P>27p{Hxi`T~nx-m~bnZ4wy8 z*+}NU#z(e37WSgiK6vB4o;fhl=nk_Z0~O6`FMnF?SMjkZ|G6dJ!6tt8y|1BlZrUtQ z^aA6nyAeTL;vd?h4aX#y9G5AxHoZ;LX3CR8mn&1yvRniy zD6dVw7?|sqFI1bYGA`<_5K(ie|39?=7EE1Rc~cE0&}N5sl`{}%!{@ykR}D)!gt7}M z79~RxIafSy!AKKo$As_Agl=9)XTmb zq5CfJX{&#l_OD{N2(zw@HI!*0qI;RWN}I?!j|khQvUaYXb@eQ7w4(c$WUJpSKL>)p zN2N#>l@2342w(FoL?tDgxg%a=FfQ0Hf2rLPCxo};kjI79%B;rfcwMj;5l*4$ zm~+&nw9-#=?zEWg)mv^!@}uRj6akt4VmwBw(M~6$@`t8g-?H#K9^Wio6}4G$Zdb?{ z@o>MWL=9ej0Z?qtFZe4e4D3Jq$HWl-B+cABL1?v-wJ`oP*Cxc!{>FB-tTPN#C9`y+ zzV|ie`bX?4qq6LF7AIA>A5IvLHOALw$Yex$q9LLyRVK#XCL;F59}N-)ahe$xj1Z5C zuJg011Bo%@h&2L>02?R%uJbVJ;XPg46L)evPWG}vQ-MI0yG5_4V~RFac5Q@qiGsu4 z=+l}^ewIGT?;P{OlSOIO@s(gO1a!7ZcwRa?)Gx*K_c~%(8irS66Wr4z|L7h@XOFj- z`fjnRQ|YKmL2U#!B)qfA$JBmrMj&f1{Xpk1TVsY?l3&Wf?~8pxTq%s#+@*!&d8skmwz^RUC}Yhu@|& zB=JN`Iq9pFGh0!QP~>bdm%sG|$2PSA@US%HU+Q;XmNv#@3@b-bC1Eekof~49zHIw& z#UGFP;JUWqWb7y>S2&_naf%Bjp3A{H&N2C$EUHxL<l(H_?PV zDm~RsJV=|CMcHJMUoO{~o-_K^S*}WDzb&HX)y-f}7CVwtQdXUa2X@ipUQTN#xO1>J z>!r*#gW~(juNo%lCk_v%$8qOAR`4D8V@|q%P9c?}AD}5@*@J3Jm(0KL)9a175ESkp z>-QXQ*eOzENp(S6PB8r=b#@^qnmnyq>FMfoYsR12S@yUjpTuFsO@2e!-WW-uVioL; zu!^Yz*ierU%|Fhv)uKIKE=O(~Th}!hH1!J38J#$X+dlslORMj*>fE~Pi7eGF`y9D@U{mee4sGK5X2cyv9JfDA zE`2tP$qz5Yuuy#gyNaY0)->EXzjZeki_flFiy@h{a_5SFNxO1pveI^%M7D6$c8g|2 zU}E-GCysVFQ9WM6d_%CHmBuZ@2sL#L4SEq?5xc})m%g3zOE;tTUC;i4i?tuOv^gs( zV8{%Cxpk!dB9@|h#KI~0cKXMaPNTC9+7id;XEEQSO7y#SUT~4NQtgsbC!hJyXO|Pi z>EyD0!L4TZbzts0XTN;(%+#k1yOfNG;GA!~cC(7=E{}IjdyY=40f;D-^G@U@_8p3b zXz`!UxB)X>LNrp1TXX*1N5i+B?R_%{2uHQ)&ghrh_D)4QYDCsO8Zts68b6-zwdScs}B$tyC<;~D`{JU=T z*ys=|KAyIH$KGJ4uq3kL55G2~BTb0PMQkkf!^;okrHd4UIF740$5mK51@M@FXS%l= z2o;S=^Dq~h3?TRVgr1XFy+RrYVNfG$?u$OEQ-CVOuh= zarxK^^wjas2zTNt>$3O^@wFQVXH3$Iiyyl*z$#~XbQ%#k>zH3LN4O@vFTRh-e#vst zx=Zl8>ki5?BCbE~ovLb_kRCQ~ufL9=6StzXOJIGHbQfuj*V;xrgC==1_B&_M=jBA8 zmZG5|_ASyCTL+OaRJ#){6?cAw)2)tcG%3r*(XC!!*PsDXXB8xvE++nIAe{OC?^uD zw-P+o6879$*debI4YKr!@1jwJwRKesLt3GJb%=H7i+suMy=X9Al+SGwT>i37%eXO{kckw*QP4~PC6W3uh4rf#B z7_fs^LW7Yg@KCkV3y94<&IL0FZ)fu^4t`~95Uo^D+=B7XRlal{AV~;{@rW8JEgJ4Q z?2$-QuT0LeAD}wz_Pm@$I_)+gStPF8e`sxYe|3R+XXH5FE!=sk18jyo6Z@4Dhqx;Y zqw!mTq}Y&VUip<|@o~}INLH%lq!bg^Aqh8!SP$ojrAW$=y{6qsQd>@;o;dj1#k0sk zMzaSlt|?PSBGqzTMDzmC_04g!$0hvxs&U)Uh0tP*t4o@x+1t3)b$PAtc^Dmp?!7ZUs6FJMsHo>o z!^P@mX<&rn^|mbw3Hk&nDy);FA%w1!?`?3}9d^C$Zv-!#Pi=aiS)+pYss^u*ju=9` z?Jv&N%pNodpb?^|sZHNNSd!OVnFcHDy1RAc+^o?`;{Go^T;^ zSUp`(=ejF)y{1s(f3>o3wR<#3bA5J{CfZ1sd@;e-@c|7jxVlhO^yVPq_dH{O@seDg z9K{Z$`X^J^x^Ms%|p z&r4y+S1VJjtQRwS=-Ey0%d^fb(W}<$nY#EcrsMN<7;I1;hIUC)^O*?-h08y4#|Bco z3k_p~)dPY~gLwnyUb^ho)uJCR*XC-neEfW_(SZ}g%E;GO{4M2Y&d-xcKD$RL+ox0r zOV!sUP<~@$i=06nX;-8MRjgG4++~bKsX}T$K9)x5VYOfnt90glIXM)o@R;{{U9?9* z1=FGRmyxR#6?Il#h|OKsy~~5G+BZhH=K*8P3Kk!_t&vM6;jyUN?GS;K2Gy9iE$3R|?!$xg`UanjBtE_AcKg-I|mo2TiB>a)UmJY5`n z*-)HR2iK25Qrn;!8Z)+2@#ug#ZGMe?%H_Cj{>i`r`5M8eJdxlry%RTa5)8Lf7T*eJXqo%iRg~(9&)cbtQKFSj@1^DfyhH{_Xaoa}o|ZArJki>F$y% zq@uwF4c**BQ7^t$&r;9jy@Ex%ALoX_a?a4KDT;7+ItT;JKEyevHJ5J%Zp_7@$QQHL zs$P?lNrlz0Pxv5#HPUuctHK(Vf=<(BF-kBUvG`9hb`)HVnS`9i#xv-Y_xiu9v>*NN z!fU_(U3mT1ul(O9I)9(RNhl)u_a&nQ-x7`gr)1lnVP*&iL8x`0p?b1?LL94nsumY! zt7M^f>ubN)Ga1L@7d&rV6EmhvwrZ`l82_RyD;vk-F`agds zrd;9tl49=wvMExKWXKqHQ`|E7M6=*Y~S!-`ts7#60egXv`-j z&l|q3m%pkCU?*w%WOmLtlaEISZo|2jH}(t6rpwq0QI zyQsl>2+{k#C?`lfO4QTpx>x8^_Y1MG&eD9+US?zQ=dohcDU<&-YKc`-Om8hZw{2A7 zv=ySYYX8FSN@lvHwq)hVn&63idGuxS1o_1XECr9phZ-B07bXGv%M zyoVlnXi(ZTcQy4*eFZ-l;(JS8HRRtzR(G2>u?VXplkSXyvns>aIyj9}XrB@T7n|Wg zi~o>B|17>{uX8y^sbJKOfIx|n3iE@=WX3`~z1w`-s-xlA?X%f1)?cS)x5#kVsVUm+ zd@LOkHrYe8DXWk22fH&S=Xj-j_Ybuu^DNn-% zd#&fxKel%)>@a?KT@ou(tb$QF5n>?T|EH0&=3}v4D1=O8{!=0itiI2`*G?Zcxx-Y@ z$Ni|I@gNC(=qcvUEWzoghy3qbwBa%2X_5acBL*t;SZD2iC=?k;sB7S{<38rKH)c9^ z>Hx{0sg8i~LO9>_HYn}w`4MhOM${i+t_K}aoNOF0t@vL1!I+C{{^0C?j1g?gShKm5 zi8M_KVl(xEj(P<#z5yDz_zK^=x8#eP$NU! z`S+(6%os6LQ*{!=iA!?=S}#}^-vq9gQ zjkNJy&Y4H_s~ zrSzY-np(j0g(fS8#b0tXUrp1Qa?(e|5N8TEna4eh=!zp4)WZfb;qiU$JVwYg?F-U> zH!8}~wYOqtq}2OIuZi4x14I4+GiYvG=dsv-c7{a3Kl~Gm4$oBea1O1F>t`0K ziC2Wt#eh`+`{Scn;v!{_R)LZv|rs%cgyoP<0zcWD z5^cCVlx?_1?}6j9uZmnLZ{Bz9_X3?h7*o@8+HT_hbS?i6@0@!#+adJ2@D9JQ@R+_7 zcxeUyY>~jbYjgA5;jT{hHT^%v!Zy{$DCH*(!lHcoQt{?u=U8~dyp+cOxbUN>+CL)@ zNpDA`|M>g=m%U48x+ov7E4Vkx*5hQ#>~c%3(L&FO0iEW36mjp)?MtZlq2jb!(7$K8 zi`sq_2hn(u+qeWypd~m%&tIcYR9uF=ulKH#TU*8ddlS{n7qyh43hPALtNp;Fl$46X z8mQM0lC zy;_0q9Uc8BY`6&4%(aPTQ8JG^A?gAKsWk*2q+Yrf%{4)k!7j*I~rxe4*3P5xdrLI0P{)Pd{a`5Pk)qe@ z*L7t(-WQ73LEguOSH!FK)h4snXGN+|vVtWscC-jhd*9h;`ZYaZL?De4@3w5vc z8N3m#b#>f$HE~(%eY$tnZ|gPEa6x&D(7R5!nH%BU+}z7VZ=~(b2jM63e8R%3yp890 zjp!ZQT3wjl^~FTt_RQ51>y?k_MVjam>-8ZkT&+H8V7dhiAX>7I{PKYIn%(IEYr zQrWKguHx%U6Z_X1hzOs2v+H?!+b1|C>m*{{H>&SfUwmTw*&fGM=y1 zspxe`L`X>J^V8X?zrP=xxFjYn-dLW{>HL> zwf5-P*dtn6Z%LJM+v&0(VkXu75WP#Em6er+q3cgJm5I~SnubP3>}1nMiFY56EZA39 z?KPl$GOu<^N=whrmLn7|>V+TWzj{2TFs?0EJ1k=AxlAjOkPvk`cr{FN{ zBeUY6{PyN+KmgX-Kyt_g!ldWNtINxEQHEEqf{KdRcI%J|;NQSPJ5_8>PG3A{ppVb( z-3FA+#W8|ZD9CiO$iU;EowV6k@qvnpM!5y?15%ci-P%3Vw(pOQwx^&sCfW>5c_bqv z!xk_152p>Fw7ExvS62DzY`>KtC^Xdg^6a1!H_vP^MgIN!u2VvFSk5tG0+~2}8Nk|j zNf_ArNa(_wUQjTRcMjqkM8pvNXmP+eEJp274%)`f_YGGxpmBQ^DQ?QA%FC$qRXYIIcDQGgno zfabXfIHT^2;@%xT$o{YKix!(oXk6U)cEjeq(@$DjvewqG0fMSClVE^`udc41p}l}r zWfv5HC&mP(ran8_o)Z7~kx)rVNm)(Jh>h%fNXW>A>BQKWlA2o9aRfdd-U}X{pOKLd zA4~kMu8xn6CIk)tY-5wz&_L5TulWA`z3%RA^?X(9S>L<2ZzU-(sHmuvRaB(rFp`A$ z|M~M0#IpT!4`mgVFZ&B`>vUN`6Sn6YVP|J&Bg29dpp6+oTdV0y+D$$=mf0E?n=9XXen3ih5dFpi)rKNFlRr6Cp z(}2%>{P=MnA_V-lq@<*571(g^s^Q*TeOpJzk{#bmFtw(o1|0E!va_4lkp|_OK|w)J znVIDhCsys1z)*o^cs0^OyWc4*KVDp1Bn#^p$aR-dR>>$R2;bVW*dfDt@PH1q10D## zL0MJRuypG0rsL@N_!9EGXvzw>ynZEI>G53^mF&X8tjtWT*k1oBD|!}|@R}Nd#}YSy z11>Y3ry&k7LeOOwWW=Ef2|4+Sva$~X324XNn5CqoZl*f*<(=ENG_|y{|NQxtpD!;s z2L|zbaPY-=!-loB^^YGv{*I3NrM~2&!Z$QDWJ~O)5^(&!wq`m!JY1yCJbiVFLT^u( zhX7nLQq8HXsNk@j6T1K4f$Q;@TJ>QM)6k|PxV-b;TtA>+eZc+5h26LSAOaj5{`>b0 zFc_Ok%4CHs>JVy`NrfzENeM?wYwN+e$Fw^w35leb*lp1LX_QH^`g>{Vp@9)#pGL*% zc6?OI%E}7|;CcVdz=Vm&$z5lRW|t2>eEO7D9tEIn+Dn+aGyY*}E)+j6qeb(dN8mgi zcpV=fFNEyleB)j?lUq;|Jd`GdoO9n}cR#T*?N5*ZSWU@mvjXCCYI^#e!ikV({U^f0 z$&|KrQMWL$_6G#_itHA}fL#H5S^6DFld4r|BXqHmhD*g4381LLX0``JHMPeQi{PUx z-3+jm4och6@fWJ-`V?ug?d6#Kf@M%<$<#7Vj=CFQ0=?D0+AZRaaNv zV4O9)V$r_(FXH%}q$G#yp>aXY79+sPL|$9dtWqL|J)xJb*bjTw=z) z_w{s*OJ)uuH#ax4c2y*3=g{bA`rZB3Kms%HEimnC{fV8a5+Q#I3)exU%_=F0hTArx z%gQ8Py?nXgPpbPXJ^kH->!qcoI1ZEh6FM%`l4(%@ZZqW*CFdJFr49iN<)T-AyzrK6-?mG#ITRUURHys;Jm%iLo^fny*qa+v4;XhaJZrQ1$qeG1! zcmui?sDkqH7;ek)BK_vuC%dz`cgI@;@Qe;ux{nYOik8`57;k^WFflQyJLsUanyb?g zlmt#4$7XOlR?mySB+Z2We`*0#b7Qu*t!Ui0*|BiR-pI+}Ch}OPf|1zYx3j6;;h|SZ zdT(z2l9-tI60n~o5P(~k4<6Fe4o(&u#fy52fYz+1xQ9oGUd5e)o#}^%_JE&?+O-p_ z?Qf(-SRjx?Qnba!-Gm_6f3~(>1;lGDJ1gaxfIz}cgahM$d5$b^I0CI`_QiHMoppi6 z$CH=&>ml9httN}Uu{NCffC!S1kgzdT$}o~CzufYG)p)HhzAu401jLWn2P{=@;Dy-u zR12vgEQS|Hn?i?ObZ=#?^=ts5IoBrNykGl1b7XU4ww4#Pk`H|J2{$)!i{9#E1Slw)LEN^##^1h;E5=K@gQy4V^BW_%48I0LYH5D`CV zY6edrR)Kj>G*q*F9)1phqY6+*{-S$X-vUvUCzq@-V` zVI{nJw+2xK8VLB)lR@EAs>ZW+*6vneYJ#v;II5KNk4dk5ctm8W)^Hs(ffjEXlMw~H9-#$ zHU8wt=<3n{IU^u1FMk7Cb;sjcGhaHX^E65WG)hgCbaZAv=PQQi#V-MLUj)gW)&4ZR8diS?C-u;9}7ZO5?Iv-!{*KIdEwY+%K6uevkB0< zXw+UKjCbAxiYRPMArLwHy4o9?mc!WI-d?xg^5AG|EM!90J?!QK(op(hvq75iLcMuc zWcWudtzO_zCfh^$wMhMyX9S8wqa0{~NPg-^idJow8 zO%Pv+l7id>@&%s<5HP74Rd&C5bg)%ars~~!Z)OM(iM3{I+8d~u0VBUXQw;_4Z@<6L zyfEeWaDM2Oj>QiQ^?yfSf#mSGI8f+r2&xS9_RVK(c=7P?+S=QrVqzpfFY4V->6w^9 z0Bxbd#|B4C=8gpep(7wbk=P%gTPUUU7{r(|i+5kaf4|hsc@5j{*)*b^#l*xmCJJd! z=iI@NuCh*5eW5ez4982kd`bQK&bD*yI8DoIKN(f9SqQopm)e1qFqAwfzf_LXd-r zB-04HVLT)xYyk(dOjTG@W@Ka>ZH`E3O?>};4-hDypQB?b!tM|NllMR$X(Uushz$%3 zrjf-)og6^@1mIH#cP`(MG+CBvKM-x=!E6kVjC?y`oCFO4QbYs*(1)>;t$lzPDM?9G z9buGNuZgB3{Ks_#1b zOU)Dk!4alcObOL3%=-QNTe;-~2N*fPtIHY3)6<`4D#8@N*yrR70~i3_A)}yxAFJ#3 zN~^-^H|YA!=m1Q|jEszY1Kzm_xnPJGJWBr>eKt2=n01+71;8-Ya2I^wMsv2QkH$M>e{-6>AtbNV{DS!X|{e2Xgi z1dT8mzkT|+$T~!ug><6dHXU>ZL^e_yg-tV*tGR8-X4Lf!fecqJ>)Y0nuLEUiCDhLXJnBvD#g z+Rx7q@b4SEuXWkW1X{_QAemU=DKKAx>^t&_tg}VFuO#n>Y zMfk6~_L1=yf$LSR=!fEF;U=v<*=^JsVy#k8@^Z)9i20PRp~_gkhEH00|4Lw-EdqtE z2^rTgHhxa33wcWGv46|^a+#L@`VzT0S1&kQwbB)( z@TE&2vTCyiO*v_ z?U!11%C~EtJmgw$%|i(Yqh<)cgwpr0uy)f@B@GSN(fLt8D}hM(o3F+DjE=5+5zF@* zV27m^V~qJ`E^Htw=(x z!T0NQ3suSS9s(g#X){~)fELU5Euwn+*sXjHk)53ll#69Ag%E^|ot>SbEL_BSZD> zEt4zA+WnMFTCJr^*CCEl;Ob6-Cw4+nWX?IBamjWC~1AlT9V& z4oZ-V>ql4D`}}L6H}BrvVTqMZlmbmjlOou822FiAeW3U8qy4Ds7=RT(S^-$-cZO2~ zYGS?&To@#UCI+I2TnYRiGOVRzB0i~bpqw-7VtRTVDh`)zNVKbE)t9ieVFzuPdK?x5 zswB8Y3ykNX=MpR}QaarmsCA@Ct1^86W|ev)SHzWC!tHh-P6 z>R3lokF_knyODx7hz)e}g3^tofRg|o7fQ~l-smNKBaXl+P*_;cA`fv(U zHZqX3kn)GH#6Exx2DTgW=SVq%REG#`?~h$^>CJQk2D1+&!oh+sL5X4eeGn+hElkb? zzHayFvza4SoNLQ-u6N*-4qySFWdxs`BVCrwqeOtQMo{c(VYyJPQ1?dexED+yBDRcX zlyGo&cz1wwnA|yGS^qX>(QeF<{9%&Z16K@X>FAdMOiT!UG*Sm5s00R09@8!2kDzh0rv zB9(wETJg9{ffZ1dA18^@&Oo97$q%WYOAB`bbI`k*3L-cN>G?4Vfp2}WqJI1sHHmw; zR4aH9dQFn0YLMKkRY>|}wby|xak>H5;hHHP;}0H-HcQh?gSNw#dS<$h44GQW^>f*V zJhK*+#f6LL7uD$aebP?p#;a}x)_-LlMV|vLaR5;V2o1~}HSJzhRmJCZQVL@Sc6G7? zmvVOI0UCF?d_tEFg!CK!t-;mYJahm8nBzHR!SCOPw3xWATPGIww5M# z8W0d*6aY&GK{o6rLV=|1jZ@q#BLVI_ZQ_0AA)=|NS(69tTy6&1738J+P3eG#gEaI( z8<8TL+mX5T+?yv~Q$46jVD}|H7jEz*_TSKQxkMg$%895DszL%(aa_MC(D5L=>zrs9 z8PS1XI&sq!e}X&;h>YZ%rXTe56m4u+EXVT}CLFi?Od-PgRx2AAmQ=wN|wo}$3_hBV2XOgZ9< z;5&|cbIF~w-gUi|LINUL4ZUCJ{rD<~t{r#Mms`*MXz^TEVouDI8;wF8w7a3+J;qml z$m+wn35{s@Rc}y^z}e6-daB0pfpt!BjR}qxN8yTCC;QKX*98BwHqbdSIoSoUVE_mj zGA{FnAXyvX%W#vR&5(^P@kBWT#KpwI)dyJ@ZLjmyn~cu~29 zDq!DruACs6fq0V&+yTA=5u({SzR5}v(3%3Zn@sAP`tl5YwXAxPnU!T!37;yrBz1Cf zdgK1L+6kcwQc#-{g|Km&Mde8=9+0~PSe*6i7l!$Kig+OYO_BGQ3vuiwEh8hq7#R{8`uxQUe{hX28-Jf# zYk)g$&($a1&}wQd51rre^F1WorZ#M8$?zuE28>!w*ENF&e;N~siH&bw-zhj}mNg;` z(!+o$fEYJCIr$zW06==sypVYwuzJ7=MoyZuK^7D&Aw&Wx3YcYCk7MI}p?`UE=L|0n z0RaQZnA`+q4UOz_CooJ%rF=($f!}YQ*tNt5008>+>#P3*(&5q3caDx+H!K%OG)@f- z4UkrI`uv3`uc09YjXE8fnZYd!90O_&@C^%e#x1WyC~U#G_D0%*71>pgx#Q0%sq@Xr z0qNL7kgPd8ZM;qf9sdkZ%h@5`2J_Hi&P7NQ4;Py2&HPC6= zP9m@_^6HfVpwiPwpm*@81;DL3lt`ZfHS=CxzI`33^x?y=9r1`xaX?>zyPPZVo<0_% zf_rDR)X3j0H=0|BinK>t=GCTtS8VA z+nvad>@-M}RzURtqc15cDjMyCRED4&0i8PLI2$sw<^W4)xW<(i;4i>oC`v(7BI9#> z4{8-zWSiZyhrYARhn41VQ7*f`B+@c6;70z0hk)b`cq(vDB4T4P>uN8~EMc`WMF)Xc zW|BjFQ8q&&!?Pzz_~%zfUHv$*1sn z7{C|rk6JEPA50+1aSFh1L|KNw4LnD4BetLnJif}GZ}@->f)rR_G0uZ1N4eW>kdlC> zvUfTIlm=Q!M>KN=r0)?dlG*^sHG+ak5RmiTFWg{T`$KVN}`riXh$rWc6y(*IVpLc*MamZN=T%)}{;80o`e= z4MSkc=fM>x;2emdI?T!{1lSI1=DDW5%I4hCp7Zg+M)zl7Z=@cFXaR8tSfS2{d(!Vh zLxJL0_Br0UP9--6N?8UClXvj<+Cl;BZ)O)4)4v#EgR5tmgR5=m@%*dndru@-o3^OG z$+&ud(b#!6PSSGw!2OKs{=a#DW)41?)oh4G;A~fUEqmjyZq$;gnEHKx#FY544NVWl zZyFk!9vH<3vD@0(dd%%)jp0S{yD))c$rTl|qT%nr7q+#xH|Vpmn*62*c@Lo{0AL}x z29`Ets>DUTYM3=2oiCZ;Dw9ZabHrQ`6y?p<)j=C2LKu8UI0Q<28Q_BgQ*;W{h@hB&07eJ0BRq3IEK+eOY(Q;`k)eees2nIz(EI?@ zMJ6QycDl>T8jdKFQ0b`Hz1bCACwl;i(Wd?iAz4`y@?@Z{JKc`1)t_(w=mG>N-1k#A z!ALs!1*GKPmw-p@da~a?l1LULmyrrfi<>NTwsaKA6c0`&5TX#0NnY^m18BRrBqUGG z%ozGI}Fx8&gXu0mGq|3zGJX2#+jXU_t<@nSmM(;zsVL(+6)RyST~8$u}qk;(?>T5ZoBFYvQxA9w3h!(GMSN-vkN-fv{0g ze*Gr%5zEZEJ1)oSFF!VqwLb4Y_{=o%P<)iqu8>#qQX-Iel1V z>HLE$dkE_Z>o?~S4fLwF>*f9krD;_A9YTcQnwOG+0WEMLuhz%Pb6%8O3u^L$ zHTd8`AaJB`)#;4d7}n18fB;8cFTnk?~d!dcdfUU=&3VxD#adL zTxnLLJuc_p??k#z4wdA2gVMn0KtY`fTIu!Mv$L}$C{<8{z#i=ZJ@a6FykK+Rr*)Pc$du+|%%m2rQaKvEcRguOsem{)`F3#zharNgh@UJ*!KusIL{ zWMDuQ1gFneqLCwl-UOi-&iXzhW0M(YBxi1z8+Wmc#HM;2con`+$9&bz46xEFkxw=odGxi=wU>ghm!+{01lXxT;)4BcR(%r^ofMAZY}13u=el@ zVv_*av)p^N9P$#Pa3ESO6e0?0YLXBykhA~t#okyL7Xu9>c3oJQP<8<&2kZ3?lu?;D zRYed9m0!Me8H-}2mI$R`V7LLkfXeaJ;UfR`_NS1F;U3!osO(@>diG2VI8eAlJy8Xa z5WzlC;yO^iCJyHX^&Es!TG>xx&dxmYd|PN>a2OHD&do)f3cye0L!3T!t0jmKJ$YPV zJu4262LgWYfIZwJFd`&pJpgS3PSy3*7bk0LR^Ynem?5R5oHr@>-lfnZZWAb$nOqYt zd!it`5kkZuxCCzhW!r7md zl@i-j>K;ooGkr+MKukr3hoicTPv`@f19)@`!Z&b9;7g$^J`;I2%R4a1mw~SqMky%Z zxQS_`zcPxw(^6~s`S+Emq2#gsL+LU0;)pNqZl461TT{d38YRe&SaMzBl5RMoC7uN~ zl_kA!&jU?KQil;T?Yp9`0yn4Y4uAKd4^B%F6e$4hn_ow3HdBJ+HT5e)6RHKMClIZ( zh2m}SU*#I~2F>(kj2z~QrMp_r%U_sgy9`J<&88461({;J-r>G zvVS2BLJF89z^UW}{=;%mxyr%3RN>QU=p9<;4AHMX)d%N-y5%@-F-^m(_#j!}V`7i) zjq)`Wg7E?SOkfQ7ID;NiTql{>A}J^tt;Sg%t;R+uA3WGwfz9^m*9-bqBa0F+ASz*ko z5o_|W^AeTMA(I?WKEZ#+pC9E^ki4NJUh%P{IMf_obAVjc43sP4xd?MAssI8HzWI$Q zSEuU=JoW_;0bV1ds(=d-5H^6RK=r)K&tEOQ62cA!Cd5|*Ysv~tQAi+QcXkb1Tm&77 zt5gD4B%WBV;$AE48~K8JtruN^w;#sv*qdzXAcgHa_K|`b3c^(}H+Q^$PVOE1uY&W1 z$II7Nlr1s0Yi&z&^ZsS#{@$KboCG@^tXnA8|0|1;-{L;AtH1m&==%3lE_@@u^ z3M#ny1 z?H$`LR9!>6d%SCN~5#F0F*#Ie#|!5WG=Oo?HQc79t}; zTmZ5d%8E3QJYb!VjEq=Sjsw@iM?rZF{RaAV@zg8c^y}Jo)Y7#fYK;^ZBynp>(|AZ*T?R+>lmO#Dzo!w5o!V zk_dR1fLbapDc?MLcF7In&>rpdTIMnJv>m^uqQt&JXD6bZfOFBR?RdHCsh z6!01IR24BZQ9pQ4K3NpC+??6s`I_@Bd3BSM(`@J`??zSQdn(cIf3mU^GsyhT32>)EdF`B=lXcL&KdAANE(H2HYTPN4QaCb+mZ6| z>i;ZI!`n&S5@4`^yoryGpKrS;hxj|p%+g9qu#zO2HdHoG>|<_F#RMl4g%qd-quUvH z6G*P$^9O2$$+3Q3+M|D(QHmXSiGHoy+t0Y0_aZ06+av21LDaj!#fDjnFDY5UPlBF9 zfFs;pjsz>o%X+}IZ}f>_$NVUOO$IEj5YP$#?9;!uH(ned2W;<%gala#P*C0>0!eRg z;AHmaV=N*&Rgs^%L%~~1x#D(#sN>-{FEZFaFNGFwE8u^aMeEFvK6!p9%JM14M~xbz zq-A=i+{pN=-kF~Zr}=RpVrxMF9|+>-@g|*jd~jxV;THYpyz;@xNXp6r8(Sd+cQC(7 z0ILD+1K4siJ1B0{2Cs;87r28B;KAW0ba`l5iVfmEHU0QY;+#LkbGJ=FfrY4(D1<=9 zfOkJ1?S)2G+hlAD$gO{kDdQV%NJ%y_sEz~@kxQok1(q3i8XOE*Ee)SIOx4P_*`a<# zgmcuSo2gxa{rI7c5gxzv#Pj~SM32-4Xbar$U%^`13*DdM;fq~pZp@kd?rRQ?rTJ*> zE<_pyD79$@x7Y16&Hskt^A4yg5O$x^?T`u*(C34a-H$i2?#}2iwS=y7b;@ zNbP;>Vs%|!;D{#4?f5?OH_#85iBDjKV828A9~Cza=G#QM=}+xQ0C!#x z<^M$JNxbNeCdAB>=yq%jtK?eIgj`iBA*VDqPr|z7y}fW!TJ&z0&=n)gl)*U6u%|5q z1kz5+1n1k^+QY@hcu+;t0~K^LQ5Meku^b_v(7!e(DHrZlj-AUN>7|mh4iQ^k_V+Fx*~Pi zMx~aWaAPl9-Z5+uu&7w3O>|lyHZe8zrn@bIVIBH^pZ-m#55UO=ekyjiQ^)g-`RDKQ zX(LDm!*FbkHs@y0;Kazn$6HBk@CYOX6W^XQzkEAx4<#lUFsgTOF#bOA$3p*SZ{Q!D zxgqB^|M58z^V&uWB7YAt=rt(+TAq_%@2l4@h#Y%`zwDYvYCX- z=PxSna75x?&GAb8mz#e`DgCA8ZES6wX13_m4w{_FN{J$7lvtKz>m!3UBs2Q(aQiOD zQG2#~4_BQpRJxR!a2%W+MqtFIVZsx#ebzS;DXW25n=ZwU3ppHXGx!6nx7zSJm5^>;tnK2V; zjJlG9ffrcbzeHaC!D)EqtYpvP&vpLTKa7x3cUu;({B*km>Xo`_E6FC1FXLa&DQo<@ z#DA!FY#j8BjDUBpX?AOB=Lm4bNC+rEb?7zt>$ESP2fAqW$$`TBj?5hf|Hd zfHU`Aa=P&W$qMF5-A5!}T96aE^1pG;dH}#v*(idQz_tf_FCT182+jc8FxW~s4M{-@ zOwbBzGHW&|0!tj&TpOpYrmVQZ|I%bqqQ@5d4~qdrBzRjtL_g1mO61xbLM5Be_$t0Q z%Jc=(#%i4oaDhsyt_GliYp7i^cAYhrB^Fzo=F@VUC!cV&q#z6-CU-?fUqBCpew{T5_nE*>nJR z+*L*Gf}o~{oCS`{hBsCxL(@rWXf@g>z4?;O`?0*17r!GqEY-g-4(Psn_wFH9w|ml25!D=|94O-6m_@8; zar|W7U70EZ59y09GU~$pZD{Ill40hls64r6HK!7a*3WaLTJOhat`vH5s)cZ;CiN%6 z^#lZAj0}lG#k!AF35!kzt95&urQe5n4HOM)Ojzr6u zTJWYL1uSraz}M?9_r50MQS%eFY&N*rsQ)N+kXT`A<^8b+XcbzDLcdIP9o`b0*|+BU z4o=o^TSu|PiUvptge}c^7MJ|)eOZ>Yns6`YqFa#l&)II5WU8eqE${%TK*s|Ie~Xw{ z%F&VgrvGKY=T)t?ev=y+;K2q(aSdG0Vz9OWR*rN-sR_z$?~GmV$U;izeDm7g)ZX!u zOCi0-FQYnr81~AFr^or~IwsXmil*LTJ@>d^iZiZb6Ow?pvY*INv#f zJ_dN|FPWkp*cCJSzWVloE9pG*{VsdL9@`s@DF4GP=X? zTl_o!hkOOn(4Kww##M&~@|)l-0IkiWNw2`}YcD5B$crm)7D=;6ZlLG3Yh?5phlQRW zWMw%JPj2P8q+?hwy#EV{4k=<~XxnQKeO8x6iHyHZ2i+UiVe`z`dDe;F&J*^6!+@0(3eR4*WmDu?+U!o6N2!}s#NrXRMw@5r~>`#kDH5oc=SFWm{ ziMy=NcDJa!FL+9eHGwtE#nbQyUXIheiOhCl{Oy0tNN{S^_}^ zv?;-(#pV97F&QY`pgE-F?2{Ah0ATAuQa}siVT6crsd)q>WotehNB(!r?vu6q%Vgqk;)?Rr~V5g!OuE1m?Q zljD&!2iWbkTPw5hNxy&p27gr9l;Wq*K~r;ch|{-laXmq;$H9QIKm?R8(3#=5P)2y{ zpAGi(cyupPLlevOOb`NKmvAR^F?C!rGBHU3cM$Z)0L4!mDW#zb1RVrLt`Q zc4%NS9qlQ|>6+zP*mAB0!7$gk0-hB3@BjQE&9pR2`SvyT(=jcH#^~ll=iLRIT`JXJ z&a1Q%BvewDF|U`rD)!UO_tnEFNM|UxlM54_ zTiNy6j)2SaqWg$X#wbQ} zhv^#EXyWz@Q?Ie{Seb11a-l;_?dc zdIhF~OsnuJ)y66CT(diFPHiye-$c7)HeT@&6nNxe>sCAOrGR_` z2%wk2^YT?Skby9-4uE?aXiq5IAP(Z+z73nsGb;;h@6fly2X<4nG7ECp9zMRl#=1W} zP%neWq>|v=!QpUI*I{+29y(EwZdW`$5~I8k=tyFQ{wlN)?@eIy5f2mOa9)Si&m|=Q zLZoD5(m-Mcr$u{vduvx$Gbn)|D8exS(9O-yD=H~@buTt9?y&0Ap+FZvCNSxs4#D~Z z>I$sJ;2cBut`~w0j(j9|4neZIlB-(@VF64qn~o!S74|+W&^VI;<|+_r#6w7)zqfvv z(u5K1qr1L6trnk)lQh;#(Z_P_zbEWHE9J1t&%{m2CQD+D^XLvqInMWs!6@;?Auwqq z(QAf3dYrm!#G{nrsSX9XwmN6_ENd-q=WKth>`*!tU#uQn9r0eF?(_B^wHAhQjmH}`p&n9;h~>3<9KA-Pkd~oTF6(67nAK?_QF0;?5ycyR za#VJ2xyQF`GMoz}74cb!Sc!s(MAnM)-kxxm*hXVtd3I-NXZoNR*QyNHs&cdP<(kUK z`u$M8#Pc#82UFw&9n_*;Z45p?1i{ZB?o9W+pCl89s(iqz!PHAiJ?9kr2OQ#c! z(?^powU$Ol%m2!m=X+UMPdV0FIrfR@drupIXN~QV)$kx$Pv7rVLUMHoI9?`Ho2xBzwXr@W?)QR77qA<41E!iKD zt}Q7k+kbPmZwc*{(7q@XK@-tNLrqQnL$3fcvFKB}_0jh0##GM5QD$bHUV+v5sT0@~;9KfZ_nDcw_-up^_(GfXz!C(dRGU8A4?R|qWSm$T zKM)8->q1&)eMG2wmmm51`a z&-l3P>(^fjF36&pwHLPMJ0v5-zyq(Ey{;H7NyF`a&KE0#UN*{KuYqMZZLP2WV^h4t zi48c?M%rISAJiDYJwF8wT{1zpc+jl?nnU-YNYrZzw?p0IlN0rP9aQ94;gVKhyJFI= zLEr=!ck%YGLo;i+bLz|D=rj!o6gmcH^IXc1BM)=w;fm`P9KM1V|F;*NNwS6AILgoXI$VZEqk~l?f9bg&?hHR@`P}qKI1*FaelLaEgXy zXl_j(Zq4rQ?TzoE#*hm0BrLRleE9Oam1lA?6=HoxdXd}?DyerV1%-J&inD514_{~P zFwkVd!>~Y&X!Ge*_v=(oylwF%$1&zkvY%8IZo~-Dea5FxgIME(!)tOPZW^a4MN4Ja zZGDh=ku=8MC|3VG;=MkxR7AKw9{fH{T)51!bddm@rvyWo!JxBDK(uP=uudxiT#pF2XzpBi!iZ^|(%2M-DG9t|%M)*!W_?bSx zT`1eBy^wqP{Xk==e(!yF1*N`{zLFH|>qr2YfTrK7D-|(OZ}x8vt=f@ zS&!zGV#H#1BoBY)TeobISp7?J!!pU$9t~cXUOMpJtR&AE4`pBRO~A|FX`$@0Q?ldF61UW&6!BksDJ1ORcbC+g^uO|fl>}`tzq;ZVK?A7G z-v5tv%5^HivTp=&Ge)(ZLe;0Dz)oq zV86G*`}K&claZr%V?=tT?oOhg?C&g%?Wbs%=&0yJdm+pP9g@#6e1);>dP~2AgnD8G z_QiH8D{|CXu@%o0{u%v_&o7v>ux%hfX*#PQNaZnwIv{AH!#7S$CG)Nh$AdKQ;5c0w z-__==HIUe>&_qllg|yyipUx1ztgypG0lntr>}9!)FW8uNkajcpkqOrWO{BX8_V3qc z$Or+%%mFJ}%H6#-e0|Ru@oYSHJ$`g{c7|f~sTr(j-{C7z=_1P$9I&5_NfHtgz{Yev zsHp+yPo%$TI+l-{Taq@_KT(qA7T6R5pFL=T@fEdH9fi}fCEy|e+p=ZN5$&|q(D&&V z(1-`a5Nc`!z+QWU^$1L=di7pcP<|%z$AOxyua2zb-GhTjnLkv@HjsIvkZChulAT>R ze5ieN4SZ$bLd1mozYi)a$>_aXn2m8R;1@$yf7zrPY2~=wgO5m~DOf~pwq~9*ii39P zPvQIydSgi@20%3s6FH!O%V7cmOETgIe3{$zc-JRx*9AK8q4TH;D5l7w8*tLd90BkS zXA~F1;D`orGz5s<1%aB?u!{^CmvG6`gKFe5B2C)ybZ&0uD?W#P=y{bwXS%@`q5!qj zEu>?uO+NxUvl zxBLkG1?cLJ?f>8#6j3zKsYc+bL`d;#eap)FF>4LJqhPCt(M+0pj*cxB;hg+9SYxJE(G2U{-2>=R|bVy2s&R(wm|B(vt>yDt2;4F#!`hO-m1u^*V)4VCW8L5{~O)?R@}ibKLG$M(g#`vnmpnzghoDAHns-pFun#@ z+3#9rgF{2NVV+L73@swr1B8Zj1dJk3X03%3?vG<-wl|=a7uZQFunyvdwIGvX8XD+AMQFDdRicYy`$bTtWg-T>`{Y?cTgmR#R&oE4N)A;8wnQW4khv(W7*C)fS_~eX?7Mvt#Uu%bPLeM~gWO_gx zN?-9C8yk&2iGxcOy2?G=BKaRZ662#Vgy`b;#@W)6dCM_gpREnre>-}=NJA$+%gCqh z!q*)ziz70U4ro_o9t(hxmo+Z2(DI@LCLq9X!3y-B(zl?+80c8ov~ZsgeeA1p2JLU? zmHGj{kHWuT*G2tO5uchrvaM%uPy!5Q&|q*$2c#zeKBqJ4BsF(7#ePnozdapVnvmNS58=-14`q9b0T#Sy?m^_P~UHH=IS!JS-%{dcOTO z+Qr9>rWrvN=`Z}8KHG`=_F#_3{^^mGpt20TK~+k_aN@ftUd6@ za1Y%r;$FW+$G~T7!Y`!XD{(|*J!K;i4Qe6|YQ_*xp-Ekox`7=L+$7aJLmv@vDM-Y# z>8Y^lP-*P#RZh~I{fWOBnrJXLY#Q{bl_ zg-Fa9%n(Ni8utoD%!lHy43S;I|G;ZSpsFx!qxWXXn6nbADXUD8Gj{h}K0}I5iRKX& zWBRQy@qn-=0lqEo{HR~P6C=72Pe%|C@r*;J5How&t3O2t2{fHUIe68-Z7EhCTRIo1 zV>d+<`M2rcO_0M2Y64G--z(2?3qx2v0QRg>!YxoDXowTf%BTmeo4~q-wDoB7>Heby5S0d2jHsw-aGFuDFTfGrg*>`Z5Y48<8pe|9PqCBazn}jJ`}1T zKYxErbZ_Xo0bkgy04vB*&`D1L36LHPdCPXU!dhU+j?46QZDdCO|~?0c_h?bO>`DzgvQFkHIZNo$mHh>{u9`F>Z+a&A8 zO#76M8zL@68wpMVoB%P{<`t43=M&ycOlwRY6M*yrT`aaNDjtu5N3J1u%7DY5t@qA9bn+&CD48g&{C=d!RE!{P_gEIx~4Ezu@ z7GSi4u;Q-7ZJV|JMSoyng^=61Kn%@olH(>}B% zHXop5l+R!vPEp!_{rmk%Of*{!zsIBH%DJeDG8%R32YFpp<{>)xJ!w6$aDFrQkysnmxGHaNv;Wm}KVnqZvOucev!#$?~Ve!y>4Ptz2_4f~Fd4Ip@wzo!wFV zd8)jw)2jOeJEO6}f?;iid~LID^oSdSBmZ=Kri?o(ZU5M2o;1oSxRJFXXgn?%LHl~q zmF3feWyaPL(Wra9u{UDvNQOV)xzY`=>k3BhgmfQw*)IF3B_=gU zHJK+t*_m71)++b-2!#6{MFh|U=zG~c4Qol1`?4qS$PGJU>*Ah-9G`5)Ug77m4t+M= z_G^;_PY7LdRUdYxh_oB3qzsu2k#U+`QKuT2uUog7vMSH7B*XtsHgs(j7M8W@$L-F{ zytZ=Jg)dagE4SWDWhlO~ZvG|)VeUr*ZgaycG3tsK@*wd5iB~^TSbsalt1-weDPhP; zzn5I%Y;*Ekyr^v-z8fo(LVv9P`SZo%Lq^8x1+kw=eq+jxWe-L236RJ(mHz6B^^QfN zGXJxBntGBdM&2P=(#ph@+`ViC~^YjahF4Jct{`Rt5?}tNI(>LJ4VX9corZ4lI4z^^4cfcB0K^_M9 z1R*)hjfduK$do7F=Qj2UC=*2J!+<|L4kgd>4Fvt(FmHZB*AWI!iMeb zca?MLt~HYZhey8&$B)kVMTkZK&fZJXwCdZ*+e2LvD?<}01s#k*1dJkmk0A6S-5`&F zEddK{W|qm1bGRO)M-`zPpf?FQcW6__(k%rm3sguLJ)$2^J10-E4#sS;K|O()0I9|# z@bk=1o;-1y8RQ0fXmyAc1y~IrGeW6Y!a_p}fi4EG!%Y-GeAU&}@!Zy4&=CWU3@90o z`Zb$cTQR`Mi~w+CG68rya~xwAkeNt;a9|)F1vE*t#mU{F2(yJxhWZu!cM#SiNIQ^J{J7m2_0^j#%J4$O;UMCa?l0gQ$N(q^=|Y6049+hV zviq|H*>cs2!U_!gFN+qiWf2>mo>QPmMg6*BdN$NSh$2L2IhukbR0YZ- z;`^2E)DNFavZY<;e{89Fsde`oP2eJ8k)IK9vY6M5jFyz4zlF0CZ0A|z#%Tl__s!~v~pXhm&4 z;}%J$A46u8?MCrwI|9ZA#Us)JTwN3Nx#A*DOBbTro&gRD&@0i}(@ekXt;_WOPGs9U zyQS1O84FTsSwT6vYXjx`3jse+)UVH{b+nncUxb!dy)1vmBg;V0@7_UhMJkH6_)XQL zIXB+e(`$u6V=ZH}$H$JQJENa7WXEW0HIvZpA4HWU(=1O)_Z6EaPG%IImBc(dmzsRzb|EiSs(I8YO&bXd4Wo)HNS{rZk3d41SJRvl>)eJ8eO zjUuc?K_$c|JzSE;PJSy#CjoDpU5GY;He3=?J3V0e^Q-C%1V~l>s_sPmu2iqYh*3Qj?-qZ zp*7ce$};dh)7<#=8)>%}Q6nX*eBU{lb@6hWov&9;{+!H=lD#^qudLM`ybw7w^yl?_ zR6@>AX|{Z4_2G)>kGW39PAdbq&F%7tE*OsI_Gh38okLGe8ykp8;1YI_k)NA(Q8WQi zy`>vNHzY{R$S^@)=pI(YjO-b?6VQEEXW$5oJkON=TVo|npypl)Cnp0U>3ASG#U;$Za zAGJS6{7=x^$n_nj{}7XtBdsqGBb}X{xvgi=z*&>^0D8W9s+*uddnzo93U>KBQ28nE zD|fAEc1+ypf*KV}*g?-8*voF1^t@7Cq#gQ+MS_&DXx_p#+aL2_`er!I`0RZ`_e$u| z0r=;(DqEXwj1;&&jk*-hOH|ao=QBp-bxY~kO)Lce*#B@wo7O~oBJuI1IpN%}^Sm9r_JEeAzOH7MM!%2K7Q8(4N9>4=Ufs0@&I2*xoT| z6qi5PGkDx>7TwE&16U#%rACwftBC^Zd=8cGA6)thkIsn#N<{1Omy{=hqIZzRZlb4I z_Cj)4US0hGLuoiU{b;1f_?__qDo;&)#?{~nS0Tj z7pN_*t%1xA3<*rYt6fO_RLB4(IAo62VSk>RZ<~I~_wOO%>DtY>7l4?yQYY6~4Idsu;d6dABkfwYtz+5mHDJM_39hX*YH2sB^; zARPcHv9ptOL8cyso+VhwN>p=6I6fTp2;_z-E{LPn{P@j3(pQ3&8atWAIBy7u8E;Q4_E zop4$trzY5OJs9`zn4f74r$(wQkWFXPE1?`_KJFUw@O~Vn->P_ zkTbk^*6EEc&5FE<~ujP(nLy}RDgSt>mo z$f>19fgT+sPv?p(tlb7P&YfIKSJS5(&w6H2pn%c7x?6~FKGRkTK&ZS5<8MCNS-j7{ zkXBJa0&Z}KApk$bF~VVx85jq@f?LC)3>q3S{TqP|1A;n#c(={bCUVVleST%jaW^Jd zjt&HyW;hH?cay=FqUH|Y0@mViM4No!*k2P%oGaPnGOaz7-Kc!1LosTrAu!6jjCT9IykQ+>O|&+RbPFJ zIi2jLOltnHI#S~i{~?Wo;^nHLf#yU}H!oeTnsobO3$1{`Yb-JcU4}#b({vtT&e}1e z{NCb{ID1X9eA~NJ#mBj)4vSAe#2QF=PI1!VV94OGWr&=*SMndi805c0$PQ`__+c%v zKi0T&_!GmwQG9hTR){Bo6J5>5n~L3Y1ryT-stlwd*A2GEEDYGKqWodNRIje!*Qn(+ zY}Wt81k;8}aF=^#xF$Ny?AX!G?HDb5ls=BvqIs|{_E8oI6-lKSjZ31;!nL9Y*UJ|Z zP2l!9!GwWWkUb2FVxhmzO!EDf<7^qPv*dd;cu(H+sLY*MnOgy3!Kig#6L-Ipwhb24E@6}oO$n8)tX|6E=)BxqBJZnSJQS!MD`Ybye@XJ$fraF-tXT8B)a`X!^ug_5ITq1p zKM+nldA%%hjr?{@XOdw`B+QsIooOrSv-hDO!R-zvHSdqyxAh9qu6d%|DKf7v8YdwCJHTIZARns1bJ zn41|4`Ef17*;CM*t4y0b8`b4rCP+VG`x$4MkX~l#0UBE@GAQ%*!%v7A-{3=ZHgfqE z41X*2zDu&UePc?ZC*P`zZ{C6%hgM7nqb_9dt?Q*W znSU<{|4A%P_X{}kH-9@GSs?MDDf}){QU0jB>?6T(E$8(!{Bd7d>${{PdyGn18Fl)q zRxuq`-0k!aVkP+8V(Vh5eOjyAmH zmzhXP*I#S&;fy}#lWM_=kH<;>syU`LCe$M12Xa>s^RzkPe|xM`rZ#@bZF+LTmNs(H5%}y+wOapk4Bd2+OY$d-haPYPoVb zoP<}p*k)LnU%}X*<;V5B8)UQ5wWs%xh7Tm&l&^fNq_u=BjONvSAD)p5XWHyb%#h>{ z<<`OS4ooqjW9>B${(q6im_{D|amE(;tvu#yO8r0n`0?|(W=3j`s{An>GxGN4P8zBw z$TBjC@2+w6wljARG!J1yzp2Gb_O9zjX{wHiSkhmfn#KH`*j=*6Ha>urHeYm`zN}*L zig%bQ?o7!a3eYR1l1g8t(eG3LT0;^v9Qvgvv{6OQdf7#g)VDhtnzaW2W z`bgW6SKL#cu2x^^AH5!F3NIDK>(|zsxW>AUTgqmie>${2;Ea;*s@04QaJ8q#aVTf~ zDakvrFi7}|t}hX$4L*6&G&hI&bL_$r2sZZU`T<~) z+mXN6l_zsOp-)X_#V^P3uSUym@*MsUA|K-8gVuYfB;TkuxKo(4(_0u2S=u>i!3QtP z6M4CM3X1yu?R0uB-K281!h%HMOKdd7^aV@w(Gmi8hy^>w9?!b~)jy9=@%{bHzbE@5 zK)}5l4s-HWIO9-($GRJip_+Xg2AVQ--_ULuJJO?-J^cD_Iua2UuAf^SjRL1nn|^~{ zTf${aOSae>K(zh(r3fvTsw*wNE2l23{rugX{3|!!6us$qp~}f*IJ|wkILGo!^&3Z< z`}H^Ih_P1mFoeXZUHYmIpJ|O1#{(KF*!sNw`Wntqr62s~*U(79^Zg>dcl#wBYNalC znvq56xJjPZrzHYNmWb0kNR294wT%YKzq5g zgWLAS8Fmf4Rbl73``+{T$F>IB=}5$isUQ16G;p@+vVDIa%ZQ$WQsACg-DG{2X36gj zi`bb0hx%X|ayl|88Of(j-*9X@(LgL0d3WA3S8VLJl>HSK)&mBwfg-3f9;P$JF5+Yr>>j> zdj*Eid8?@iCl)$S9i^#Xmv1NYd?LN={Pq-01>4@VEZ^LG{CC-B6A!}Cks;ewd6w1Y z!Q#+?&WBsq@=i(H(Kf2dh(oNz8nx2Kl-yD6GvoI8PmDH}U$dZDXj8A0T73C3V&ZeU zw8!yl71OGfQpmo)(54T2__rEo`GbUHCWq3sw`BAcQsxx1L7{mCUWT0EU z%ZOqWH6E(J9VeiCdNGXMNs}O7nDF{Y6}D89&v=O}xKt zIm=UOVV*p44d?$0q57N{Pu3(`N$PU7e~3Id8B<=Z?!6`K z?=`Euzomujr*lo=he95yVj$>W|@ycwYlV&D#zU;&0ddA-=Z^_(W z4We*Nx_geVb5b}R<0Sg2IEwNgUKLSum367LXMb2on5%oCod9D z$+7Gz-xA&G*QU72$Y&?ZW23UIn$oV`*rxemm%Gg}TY!aUH+ntNHN!9U(l@UK8YhK0=8>pQRW;bZJ+tLZ{f)#k_IU~0IW zU^ZFke}2k#Ie{$j&`53F`*YHnM&k6;Gez@ff};b1O*NvZk1WaiyYBE`P1HS$A|x(# z&NR)c$MW#6STOiR%Kw3bQ+dNj@(rEaZH$9o{n?%w;prnUn}nTtPOJyG6c;hsd&(0s z9F|*_d+Hf;CMSfM1wMT;QFJ~in*Umj<{@;#Znm*1nyuON$AA(|B(uGw$>jTO~XKvi}(8*yH|LnTlmR!9>~Jm~RWIT)Oc+)6^v8 z#ft8vvb?#G~2`=1}CN$UHW7GXW#;@Vjz{2wpC!uTE~eXjF6(OTYi7{_qbQF~fTL`D{06^o=; z0}L+t{L+Df4+!iTE0_A}`i6XxpI@%AH!n6HZU|+R{qCvr zobK{&Urm`mhQL6{n$FIGxtWPgDwqXtqj1FY|M~df&x_LSmnWR67%c+zi!ot5gfA!e zmhiN+Kk#r~*m3b5tQ&}8;jHSo6aLOsmr%a#5mZrp_;0(N|F_$>)ZGK4*3Z zmuhIw0s_eF2@nOr$OI~_0O zpLC%NWCr5*NjjbTf7p5tXsp}#e;gqdC1fO{$jTnsWR*RVz1Jv2Qet_@N4sY zusc&I^iwPQ-Cg96H&RgdROiNNMUFx}Pw!!5ZQ&PRu@82nEGrY1_`m5f@r6DeJ-Qm2 zD@gNNr;A)pHVn+V6I1?b~*S01>? zJI^}b^L@zYxvN5O8G8_|ZDl0DB7p=#BJi*;Vb(l+`sCg&d~t%;28Mr`fBG(mbFHvr zs*v8$$>aHjw|0r_Vt!)2=+0hqa;u!OjQ%ak4bJ2#7j(wlo{~VeeT&{c=7h7=JDV@g zOOwAFlZ%lK!={o#^tbMV19#Zj9$uH0MoC6J>&?*ATpJXZLhvsK(8c#=6_q6&eWbkV z$ri>v3A{oj@h2@aq)7Du!i38Bewrj(rs)B zf-vb7Qw_ll=mcWTxZcjnjWGuh2`(uAV3LeiSc<`wt-VtAqjqr4J%!Ou-LP(0;d6uU z^x5bk+xaggBnANSX9L7B`QM(kQMLI=kuQ7R?2J*#Qk19H-2Rd2L)?s+j~#GUF>60= zXGy$tO?KHlS#Uqmp#&yMj8M^;;S+3+3ux6sW*Rd$Q2|YF>Vn=2s;^+s`2K9?)t9xq z5Xs4;@i0psH-^cCg*Deu{JVKCJHDfAxu@})qRk%W@UaCfNwecD1~#@ZwLS-)%!fJ>atA$3#L_(HgmPhH4p08RM zSRk|DRdcdxE;_e6s!yLJKc_64$5caJ_}G`(Y)(~G<%>X_2ZuSv<+zti4;c^_A-)PI(B`p=Wg~I<}v$PDFp<(QchM z%Tlg`68)O+Xzle=T1*QcOFZ-v*%DFAp4^)3tE3NI8ZQskEK;)wrf5!;2IgLKDt}fd z>lH?BZHK=|C^*KM|FAh%;v@faCXV8#Zu*`m!D7Eq}HD;$OtxD}DYxqri^s45yl0-JFVNRJho~ z&)ZqJG9W#N{;737wxxwla{rlEnj>~|g}X5yzV8cRa;+5?!aw`h#oiWYUt&}H|0PAK zXIEL{k=N-mmy`rVUS^0@`&ARB)V#A^s1sP)9cCmj!9gOvm{sy<)W=I};zLBPfXCR` z)UIP~;O0JhI!c|l7A=6Ogb@3V<40@B6${i<&JEYH#|d6PGb;!;y?l(9F8QY4|5m*5 z`NrmO?u!be8+c~wx`jHMPU~5==g!VpD@i5(q`0GHHSgUYV-a5W;ynF#S*W_EQLH;_ zaK39`VQZTUEfykTP?s!oAP&ejOEkOk#^Z6w!B^h+)J@wm{-j?GR0$p;<})5~=O-DX zTN!7nT%rff=gkfKtX=Vc>*!jiLWq&|`-#r*_k|XlH7XapaQ%x8ZmL(9?4#oA-nj45 zsgKrN+NU&aqKfD3%g}A3@=f`ElUL$YEYYB&fI@Iw6Hoc!FkxZ-^Lzg89yobsMPnZm z-WUFU9(d~L>^M{?@Z4gy>&9gf9@H&GkLee5CQbqs(^gf{f9V<1SsVjp5q)+nVLYlI zzGz9L(aZZhXj2{T`IeTFSAp@({abNi>w8JkB{IV??T+{gTV_baGZNqO^A#0uZrX7G%!wxmZ0X7JV*0?zuw_EdAe4> zZw|I1e0q@NRe;tGzg0E1U1?hVWWi!SyL!CYcZ6}bPgefVd#aPu6Y5!p)V4Iav&4em zblxLdoQ3MA96tLlJ{_H%o%1b!Yl1=~P{46V3xJdYkm+{0Ey>aN_#f*%JaFj+T7I_8T_gMY9`H!{Ydd(*MTYCw+9@la*n=VzzB*TQ80uRGKes2{l)&k#`-= z9O`J4HquD;?i(0xBo~@Sr+l^^)5y5g!pi$kQHp0tx~Y6?w(D}9tSFl~UHS=)<31GH9}7J`pJ{d=dIw|8`l>#j>rI97bP`N)#*U6e5IZ+wnWj7M(EDUxhW(5MWJZ{?fX`! zHT$X2(`$3Y-+#s2S#{On{8|~KcPzMk6U}A#dwul|FZm$-=+AHeu6$?s_QnV_p`Rq* z?)vM?d73mzx~!8FEx0Xw>h~vAdwQ(cAhTrw+$^PQO_thb>!ocFbq@Q|Gi`6TYO5flSlbGeay=LsCr~Fx$*H<)%(T#3u1Qen}{T?H!rFzxxQ8kNh0o|de)anN`dx1Lg1|NHyoB|1iB)$d90)wp-kA3r?SEg^ zO)oXJwMQ$z(d;bXVdUM4t$OM{Ocei~z6Y*w%K@&C!Z0a0xrvok4}PjB z1So++B1oxAd0G~nyZI6qWHBAh@>2aXZ`%I-PFFea7=?Zd;&e#{7iv8=2tgrzP`D=tL&NKI{Md26};u1w2c&k$uIEEt;gqFQaL zz{niTYk~es>IJI1@**Wgrf%TdT+)gU;|3P-q46u6ZzEP#J~3f2F<8SmT;V?_mdaAf ziJhCqIr(?7RXgHIX6hFtGo0SD{XwnFf9?0v8Pq_pb@%g4S+MROuARI*>+LR~Z%NO$ z!^9UyO(8g;Rp+AM-HsXiedNQ(`xs19?+xa>*{(73xmJPv zY0(kR;I|*@V}F<7+#z!@8>{*Ur!r%Ed*YSg`?V!;ZW8!j_B>U!|E?Q1Ku`$${jo7p z`1lB`V`QWaDHC-a(`MjJe$Ptg70CzYWjPrTs`1yc(#R2CzVZb`Z}N0kP%&5)U7@jf z8n>gi(Qb&3uLT=B&FY;{F{U*5|H!vFs}eosil5pSb+w0=$34&|_S+2;{dVl%F zp841`zi*w*jl#u?TgMW4U*^3g`)~xoJP(?^L^t3w0@V$=3nN2AUxU-%8jg;RcJ@DL zk&$B&1L|IOKwRx6v(8Rp-Q#aG0>{zznKwhPSV=F{YUrmMKAdGv?@g0yYF-LJpY}S( znbE2XXJa|PGjqJIjc}B}oehK(0}&Bqw0;Zzvrm|$IFq>bgCzY-IfHU6aIan4hO8@g zyFav`di;5M4WoYljPVtl-krEU>Mpt-=ZmsY>|=PVV)M>MGdynf$& zf+Y_)EqD~^;yxQyIpmJY^$PFX%?x<}a=-{;_||1d#KdFVs>MW~I`IWm7ixU@3%W&5 zr)2UfE0B0)wIE*e`;{aueloYKYri-R&+f@j3FsBRqGLgZs=EO1q20@owsYPpHX)~p zb}H$p;E&s{$k2NEGtcnxwc##IZC4_v1EH;L2~XEO3GDFtc2Vb(n*=x2Dwqy`4jt$D zY@)|Q>;mu@Ah8NcPNlZ_GV;@auoK#mTtLR()g1&kH6hIdNq`8<18)zmjgD#LSU6lj)O5;|IW?b#Lj~RiP z>Rfl4Y@Hgc>xvC*Qh^fD50N<*K>H$+8f-Ac@{^etCqRUTklyqHjBmD^^RKa|F!K?S zsJDf8y}rjH$=JM0(~bJFFfF&ds?B=M=hKhnnQfo5UsoXlaq&F6Y*tQakE*c+q7#+C zuU0XaFtF7K=MAsl3I46*oVOO={q1h?Ut4<0EeirQf*|~`hcNGWnEF&<82q8s)Pf3` z$~1v4-LA>~&{RI6Uqrw?AgVh{_fkYupJ}8#$~1;7W+eQvW-$D*-b$NPdHkZX8u!_A zGP*+6ujIyDzTB+LKJn71E8m9fi`MNg7e3qJ$dgb09H(L|ksFkL=9{2c-%%3b__8() z%VEK8hQu=8=Lb3xegupyc(cG55fgjy`Xvkg8iYpL6q#zSb)103F6!$o@iDyHtvXVEAKV+L~(9SxgJAOK8u=VGx;tIC*dqJNE z!!bGzA+}YOE}OJ$Lc4n2V+YJiXRGM?uJr;gT`Tc?;eOOO*b2i-D=R78ahLw; zQGjs7E+Fs)NLsE3vw;=gYWLbZI*{8JsI%+q>nAPIfcpZTphym5joPSx@d^+WAs(cc zZ514V_K)Fc1$h^6$@(B;zhOtriUsRj&pP za^pcj^vp(waTz;oSniuV$Ir?%JG;B2H@r?2m^np&I=UQc!$m>g3_NrOi{ zq_+VN392{<%O&qz2ln%t^W2sz&~$*+_W3g=nn*@}eJMK^SL@fWL|vu?QYxMO{lMT% z@dBA18k{&_J!7bQ3nyp0NnKt2CPg>sMUoN|*^e_?W0{+`|G zdLo}KPE_urq$Sbr!Z4Qlow}E6%rRfSOHb%Y4JYb)b_~IEHdTqvHYHHiBe3McL zQ4x-P3e8cMl>7Voz|W)Q#}8@<)4;uYm4lPm)X^&R#{ni`jHa@saKJNbVOLX+%Yp?=)rtf5?B>W zYqGm&vb{KGP;>QC*ugv|mtI2R(&~@4IeNFVk$rN>DCO%AH#7m z;6wqQ>m!zWo7C-$-OQZ@-&FI>#QpN1Y2&AjY{1A>3;F>u)J7-$l zgh&x3uivT&cMUO)hKKwZXmWr1O(ZJ=e6LAxJ3m%cIlvhPkt+zCxeYr5YHmjaRc?O% zCB0Dy2LhAD3b$<(SSj=%LI?&TXjef40Av(u$gvL(zY2D=AyYPs&wnqbs9V?^a*UkY=!&#X*owLQO* zZ;G2Dg;Fsi`(<`Fmgq)gMn>Sw2Jg!;!xPI#@n&$&R8&;J&H(QVSg)Z<^4C)nO&ys# zpFB;Dy&7#Srq0ZuevvrvVo2*t%aUgGwalIc$ufRrmiwk5QB>M0@7o0mu(Z@7iEhZK zEMoLYM+QllPtz@M3p=zn1eg}Np<5lIV^mEB7iYf?zsfZ+po*n=6-Hc)c2%i@d&G=5YqAO@!{1+ z&U$-o&g_rBn|@50f@t^>O?7-5qC18xI4vFh6>;?G?tY*8_1|onk}vw%$ZD*a_M6Q7 zEG)EsAYg7EUp_Ts+TY*U?(njPM`LlkG!Bn`e|TqQ@pYZt_~rnwoAJIbYH=m~Z|&7M zI2vv018sXGZ4gig|IEiIfpnJm6X|n7cJ@y_J-E@dD*F22y(klR_hk5DK{lYK23~G< zHM;UjO29vU$e9ElCD2)c2p1JT@RU24xf^UlfSegkI|xK=5b{7E=hRdfb2k($U&pzOk1_Jb@B?fSL)`};)c@xx6$yqhqfBqyUCqv5?1CBzl2GI;) z&4L>87ZR=vUV1PuLED7XI(wjHf`tGQc*_sWdaw?=f?YJ@I)|tJUc2qBM4)}4JS;ch zI}Z;Gd;+g_BzK74`-Bg)K5#iw22Sv3;~o!y^2p`^$3BG4Fg0bJgAIzDR!1kNGB8($ zyN(-d8b0_ja5~R|Ee81-Nd1BR4Wt8~Hb_N4+Gp4&U=0O13(+GLhp=P8o*6P3O!PPT z9hl9{&EbjC!Po;FEU{nux6T$3i?}&XNmCI9N%lOs2rO$5ZUT?GSI4$NYIu;YGwr@)hjJjezY>xC%>xyFp2q@3bj~0eJ$tPlcb|l~j(kMlH`|KCtWuwuRg^fFB&0ROxQvV@eGw~ZSZpcvQw44I zd5pKsf67Lrv<>@nwVZ;T9-j6(SW@ zALa3|n@d$gd#N`R=) zb48Is__7DN!@9a;VACD{Q_FVF&(lJ$f&%+EqyYwpET9V~=afNo5W+b|zBEvjzz1Ro zZh<9+WXVI-1`+?{EsHuxRYbysAy9#kkg&+0DLp@*5sCd$*3%1XGk#lA5`i2GV5x<+ zjnZs3#Mc`=TxmLchK3N(b8>PzLvhXk%|MQYI1POxn2Uj5$)P9WN(SK{;h-Mz@DMC# zHYw8_17l-|qs0y-B8FF5AYlgs_<{l`?{jGAh(8egxLCXyEK8s(KcezNGzt*r@)-sN z(X`-h<_eL_J-e`?Sy)(*p%sOoGqhskO+HOYBz4g1K`0hG2y3uc@ zz>4o!Qq4FbLXJo#?KH6jz&L(9$|v z>h_kFFtzKQMCbfOT5@tGm=&$B+klIGHSneN^z=SwJvY^AF3{ZKt4G;bF1O#j%%mGg zltQR9OCS_bx%{9k)|=|C^xe#-`FzRon8H}m{>F>k~?n_CajjVWRoU&cMwI5ri_&;0#fi9+gx))Izx}yU;Q%jF( zZM9`3Fjm#?u?7-GbO%f*n;^F@vJVcVR=Jd z56krn?Tubz{V}T#>`@}y{Bbgcce~pI&Q?G9EJPiKf-Nxz+iTRHhDTY0ZX_4V*)U8o zhLXOrCxw6?cWb?Jl+5iIFQYsAW2T~<9b)leA;dKuj1{&Z#ER%J@y_Wk51rZYnel1$ zB(3qPo_>vNR6pty5mu4jbW!j4^&!!pxolqKG`Kr~?4Pa}ctvhh@oc`#$sJ49@!}#} zlytoYN*3^Tft$hJUNpqbLYEE8Wqe%gzU{R9e$iqNi0jm<}_uvPhHB1$73XZ#{0TE8E7p@6C z009ZvK%?U_0W3U3AOStR9R$*V-t1Yp<~j(3zymX)1M$szHd+kU%ZZ0c=t%y6o*o6F zXbaBVbOGoB5wVnvc0(@R!P$P(wNJ^oxkgdMa5F#9u9dwFOAq{=n%6O!S^P z9svPM>>@7SdN7Fv158l!gZhKpfvc*rGD?<=*Ix+iw`noo+{_aaEoWm(4njA zV`wtwXRnHDVC`&|#JDuh%$rbeOf|GEO`TmOk+bIL)#u#f)nn1kSMKm@nSL2n{+)f| zRcsE2uyF5A4{n)eY;18-Gp~%gG7*p~Uk(3iSyQ~I*|S%19F>mxn534`z_#3rszi^Z z)JxUk^*D4?arTgQ=(zE~r{pZL+pIEWczW`PzZ+dTi5!0+o}7?2i?!nSiNK|Ij+>mr z^qu+rEINkC4KfZhp+WpD0;=i4)h_xvS}SIi7O^r{Y(~d6c6`cL9KQGNG*3z~78+bB zD$HUVE3RoMGRe*zO{#L;v()%Xu0*WM`YgC3>`CR*W&xATth?Y_;(8SIK~}TIj8LEmfKLsF9t3@zqm_M@n>q zj~PEm60lIx-%yGSZIhPDqNU+@9K{eM?QcpeYw8?7U={m$leX(=&sc`(kS1@ExZKU- zOleN_5Uj$s;I_=n0%GQZU`rJhq8mK-r0;c?Z)si1(;|uB+D*DrK^04D#){S(=KIYN zk0tx<^35)P4ohv&;OEnJNk&T^i9fw_9nd3!kd6UI3Mrm5eZ~U6B8K)S@nLg}-JP;W zhNz`CxoqIJg}OBwdmVo?n(=WyZNBMct!QPnE9!+mk2%DFt9O1#5A zPkilQFASzaxWdB1aBXz=@BpCg8ia<*M1$)D;0_Rf27iGuF|`aqGHO!Z4va9Mh2vI$ zp*RH5wSzaE1Y~G|?FZ;BQh4iP%#xs`hZ4}6vE%II6qS$wLN;R*3LBz0LA?d)Kz)6i zaA~Z(!a}Y`8{pFk2nLMmLfVi}5>O2Rj6qA#ytrKkadSw^0eV-cNQluc6d*Xo!JZI= zpD_L?C`fLWfdR_siqxnR7v4jg%@1(WfwXD#q{aa*0N}m{P>hP6o^?3d(aEBy(w(R` z(9^qDD)je|2af^PqmRI11f0?`!NvpBzEHjpQ>dh?bfThEkd+P32-<|DT19x; z@UX^vSsAvowLq%9hjpLp4~yW%BGAS@%5xK1;Otm7PZ|ID4iE ziK>jkBVpI)YHcQ^SyVIf(@EZSvhvbcFXtxJ${X!X)+>^3N1I}fFKkHVG>w~)CEZ>8 zDA<(hHZkZ#p*K8Cvp+<$SFFie^**%dsA%mCc^2_SY;4k-l!!N3&;WjO7y2A_WXRu}S+MaR|QIvtQ*mIRjSOHi>#6*vkHD80yeRQ!06?)#Y_WpTls0DZ*v1;bU z7p>=BXf@^K)p*5yK51ITYkOSdl~i>;-oMC}o2%1Z&stISOxsX+K#bGRrZ$HR{T}0r zQ&eU3IO@B&p59ZDijs$J?ySOt!|z!?yg!_Z3mppByFE3tx@cH`7A-@==7MS}Unway zJdK<1b8H%3bbM=Vjw+wdL`~gDG04-cJ#r8}-50MUeOo%Y*JJ(biSGM`o^33%_-;KB zy^oQT3ETDCO6!DkHN|AdwB6Be#pNW!JYi3S6z%WJauVF-Aiql%78TkqEoDM${QT!Q zO|%Ke&*hNtF3E+3x0k@DLtEg- zLA|e7P7jSMzL$=#jji6l1sTV^*50_nC>IQ{%`fz%cbnUwV`M_+2z( zbP#5jYYX4iGSaQQt=CeSV9K#QCYjZ~ttk{wS(B!?M!@T>2lB2U$rfDMms=Z=@&gp1 zqXr9pHVZQ>wZ&lK)6>8BY&q-c_B9#IA}ld{%vtT5e4mGvPG6tW*Wr9G7(a@mcl{Ys zxMdfWyMMybugJUETjI*MGwI!j^`3d+P}qC3;eBlOsMqgfrHXS?-sU1fBbx(*b6$+| z9hcRJ3*3Lw!pO_+pZMm`4_z5+x#e;6Jl%bk_GPSnM^(np{EG#PH>=0-pjL4e78mEh zZC)!L=1FhBnXRas5-aA?G}cQoL?Q=cGBImw7VxWBSU`aj1agrDV_yV!0pAEXmjBwE zhO((aOAlH}m<`E*QOAD)fUtRbdP2#@x;>4$Lfc>5JO1alh6@dW=dXJPx8r1!_zR)` zAFFYo2YU--fCeIdLR{>y>!Jlwb3+ifp{fd&|2($uszF`P^#Fv~uD|nhmzI~`7Fn%} zfFPdKKw#LwKDz7O;V%wiuJr(LP=qqDKr#YTFxamzU%mvGO!c3Y7z}z5To-g(NEL!M z#4@}%-VAI(5ZklL$~fo%zm*t7w9c|OEwMlvCMdMXrBuKdP6z_W!88%PN+GZIz5}26 z;!q!PM2Cfq4fY$5OhYgNXy7}bH-za47;z+Kz2)MaO-)P$R%tIXk}U};MBH9MSOw5~ zDFhCI6=F0k(lbEi1VS!cp(x#EKJ7#20^KP{u|Z=Bo&+S|#{msnW&sm8t|7DT%K>O} zyYNUPpt3_F3G8ZcYc|GiD4}!UpuKf9g~YlzPS|4)f-uy!gS_5><(aMB^7f&9VTn#s zEK}0{ZeaFG`%)tmSMWVi(l8M0WubrSwU6P|Ao1=oL4l=&+8Q78x+A`n_$bfg{OYK6 zGtSP#E9P5=x?jIODYw#MDO7)N3d1jWVZ_*Sa=oW^!`j}SKuxXJAbk>t;1Z2poXlNE z8fm&17%Qdl$B1^;G*FtJ=}$_RG{F}F=a6xk?yiRPXqGgsF=iP{Jo!(rxEf7Pety7g z-1@JK`^~oc{J8{Zf*-rVDy`C4?#AXyGg_hZy6NsGj=l3uLFGLmB^w1cLaX_V484b~ z6y$l|eL_DbH1+pWj(u_Ab=<1h@Jv|zE;P9nXRG41{z%BhKKWAtz&biX=8H^FADIoAGn*EZj$ylD7O`GUYoL>;uhKE4s;f2Q{UR4ey)fa&#GrR?YQ+)Iy+P- z@WlgP0GR$-J0$bo!PIPU=Sj}t;O6#+OnNva0OSFaTj)Ab+WtUYfff763yjVXdn$-d zg}xg+zI1u;vsVPTxVXR}5L{&741;5rR>t`0Q^-cViZEdyp$ssNix;(E5CE!TxWW>% zXn!6Uh~yu-5&Fi;#|N&&{dF8B&eX=>$cd<`;mTV~&YL}1YIFhmZm_RMUNMsa(u;%tshYX2Pr=z1I1f#iimCL{#-1|yOu7PQ?ib~YDk{<8lQRMCh)}|0`0MiQW z(5R6lay4~uRRqg}0r0x|JyK|!_u#$V8Z=|yCnkF9Pr||;Ev+uK89$%>aLm|K(qXi3 zR9UM`6vFY2a7gtM?Ii`JC~3){w%nkH5+AC<9QIbx(|yidV&jQRE!8NXnRo+J4KUXM z?@-&kPw!!=ZfOE(oQ|4XHvS#Oh55cxi+SQ^88L=%6Hf0`EJaQBJCQyPg=``SA7m| ziLG#+EqTnC-1{`fpCz+Gagwl@v4E~bI5V-UQ7kIwiEjL>15S_#i5u&ii=qR3V<;#NZ5MG*VMGN!OIg_iO|a?=061aeQzw) z)YKHd|&|#fi2zz^A)Eqs`NhR>p9DEN z5V_t$zyYF)12ZRRc(tIXguyI$DIv{aR}4MGyTb?>g6Ka%PX@Lp5M=SuYPH6H*n$RR<@unp%MSs59PjEyn0;$Z|E8WBO$&54+}%-SL6 z2=vonJ_B2r%Z@VaA}QhfnQcD=-G60lQB~2ktwG^ZmP)8$ag;B7f1P0XLDK z4?NFZ#y*M`-nm7mNM~m}Z*U=TUyfagEE}DAtbM$gqlkVYu^s0@z38y96R(0m<+4IVw?p}aK!6|l=Rb@Gk8b9j9)U| z?9cW#jP#8Gt$@M03am6ZlvM+u7$v=UtS}6-Mjll~-|MvfjnDPrW)hrP3i#MIwm%x= z9&o?>hUC9Np@r%M_CL#OYuS(&4R?!SsAvE)W1z#r=>5p)rCWgtBV(_Hn?x^K8LbR> zD}R}M$bB;#Qc5!V&8KmnySkD}sX%j*>(-ji=Cv#b>liwiv05i^Fd>1G1@rsfsBegc zS2Qh>?0}Td0C8{~0(Vo(h1ovL#RMqp@YWp!{WyZh;Op%d-cMvyhN=%>ZEQkx5Rh&F4|WSmTxJ)be*%;Q4v?)c_m27gEa=dhFzG8@ANkcbwx(|? zlTI#kdK(PuMt*;`bei4Qh?Z|lN=q|Dp<-v&1pB6EC^Bmc5*1SJmp-4vhE&B4pzrlI z(IBO9Q|y24$}}&A(9}P?fSFc>WnRu1r;9+8((-2w^2%k{<-zF>t3 z-Av}B@h8&5v^Nm!&d+l-wWWW2MP{&J5z=EEq={E~Ld=Z3uo{-QqD2Rn&|xw7h=PB?8Tg?oSgHnyp= zCIm4c6#Uu!T86t&WhOoU&qp|*UJS=eRw|5dGa5}3+M4ls@FSn9?0nu^UxXaU^%U$B zFa3&~NS^ejk;}U6jasJ)p<-`6!%X*zHxYGBr>`nrxToY9@Nq-5qbnwmZ=vxe$Msuj zN~wgigguMfg9Ft1)KJvOVOET&=OF<6&(RBBQmVAJIfi%jrI;xrVYKJ77$Y^bw72?% z;Lo2w1&K+NMo&#&`y99F2VcAO6C$h-Bn1-O47RQi!tG5AEfP2$J@b}u1ZkWyrXpn% zhw5#y!R83tS>z_wX(|b2$%U3wuiu59Yc)3UUfXWoTO+?GdHf^3)Bi{Xz)+88?ZK;q z{S<1PrU)=En^;btT z4V{X+P7Qz$096JM7R6kys-xN)L6Sg>4QaENs4sEUqX&59Z%5yJf1{nhMSRBXGtM*Q zAsx`Z#v=%C{ZY2)YP72;YhqnLz>V|GY_&cMxE-_C#8Qz*IZKF)H2^Hz+nDK}u%*at zGRF{fh~hH|Up)7M@lX$zf$bCcy~W=I+iP=}$Z z=+je!m#n_@7w+?;_9XZ!+`iveg2meQX!s-y?NyKRqHU7EfbXu25k?&o74W zA2ALSYd~b7UA8}2L%G)lmNDvI_NwHw7BSVTDSk*LOHi$g#ixhmdiu+s?xJf&ewa(& z2gFh8qwP!|7$3<&68w4rvL_WJ|GU}~Hn;v}6Y1)2Ow?iZ^!&_!9bV{c6Ao_#UmMXd z_yy|;EZX?#9_E%YiUbQ)j#*QhYDq=Y(xh}ab#^+WMNCCSu$4qBKlObXw()0gOBE3w zAvuDO9&oK`CZnzZ7MvX+KKkFs3?CbL*okd(&!PY5d9Yh&-p|Ezz0GKg&`!go%3XQr z#qX8-kJBWgO|29~v97Y&C^60|i(b5zF}qr$4%pxqbCGQ_fJ{QCZ2JE_#TWlQMPymS zvy=y&0bGR_Kr?mA=a`R#&5@l@_UDHq#?4s6s@lkG@_Wi@3gY6?H*T$?IpcGBVlNUQ%>H=NkTni&=L_)qfTY_mHh+C7jok>Q9M!tT|NVad|MmMHLDULj z6c4Q_QXE-WHt=tyQIo|y|9&!GM{J}*;c%F5JM_SbRR(mMdIuMH_@<=%bC2BSI{6jT zER7cXUV1Le85l#2X9$k|_wA+;{=eUD^($@#6JujPnn&RSV`I{AU%GJmQeH_)#qP%k z5|dqlQYLj%Ep*dJ$v5t|qiIblJvu8`+h$n}nZ~-d&$rc}{ce-ECj1#O*#bJ#x+Of9 z7AN_C>lIl&un$EUlH`H%(F+tGU`vt0&;}O|k1##;cAT=^ch7?~EX^n6!B%3?^E<7o^X)wz)RceEY9;c2J*y4IDCvRe zX+;=nz-vGg9t{JEmRSn|6+D@WpC3H7zMn8$y;l%@_3=wmh11(I(f)0}KkF!mwd%;b zW+q5HntppYf8KJTPP8`zT-lWk4A_SJ;d|Cy{O>&ZyBqMQTY&}x;TpR2u2EoMHuU|w ztd0&jTw9Zp$fBQzJrNg=TjMLjs!qF4q$Q>D#8d{ImLvJ-X7pXG!rri^r({=^t`pLb z9JH|+yvtuEg%l8~t);Ap$4{Qb)+HmGFYSMAzE7k)Q!_J4@Cu9l8N4rt0So~30&tjW z>25DGmD@C4l-6PR)4TJX zu1|Q*u~98f>j@r&G#y-lCN!iM)vc#i{R%!tvti`c)^p&|0ow&oIf9TjFaTe${|ngz zrvva#Fl2Ce897!I@q{iXp`d{yt0aQM~mVhAy*coQSOd-|T#f1y3x@ie+gBS=n zAUqFZ#577f)r*L!6jORhInumM7tl>*uw@|RN-|HBj8^MmrNAc1x1WFFI7B?tNqk&h zO9b9@+ibpg(9YY~4D$qKwd>f2?66S)Vu9N$LZE|ZgIow;vCAi!s7qik#bN&w( zAPW+GrahS((F&??E3L5ZN05XJhx~MWJ4VszELd(S_1G-(6OP`>(|jUrp@*CT685NM z$)|qf`OmfK+g%rXt6rZkNbPju-Y<-U))`61DFdzKAD;`HLkA5P{@-%`eDE(< z3+l*Uchj}X(Wkby&?LNl)`RuVjQsvcaDk?>=?E!f*!9@>p{%Tm3qubnOdraJRPXG{ zVbE$d|K3zluSmC?a|-hD+A>QA^RhOJDu|-E zi5&dEPDj!%U{JQ)K!7>>@D5DANl9va!Ndp#BNYWDv=9F~e|ioX9%;HbIl;suR!6A+ z;vv%Wi3153XvZluuS)1)Ng^CRu%7%=XmA<~#n4oy-NwnNN}yD0l|k0o@TN(!ccPdD zyPp+`zn!~55hX&{(^r&|&oSDN8CG-aTlDq!a_6FTcymc*ek!OBsWKeK-0W3FgYA`XE zw6}7T>Le~KGgxj-(Qm_%&0Xxx$CQrdh&~GbRT0nCPq@^+oLZ>!)JuNctGR!q-O#Fg3kQg;VbYhEd-G0|41@Vp9L$? z&dxDwR*Y$5E8>gx0_;hb_Aj@LXjO;355wB4k%4w>THwf9 zhjv-=(2=Lrv?n~Iu@kJkt0d8>aUWZ8S^Kf#MHQo&P1u;5Ri22;v?@kNS>#Nxu|MA< zI^SqIOU*q$%-A~iv>GoD0FG8E@Dm|5$x}5voy4C!z;*xf|7ngg_+X}Va?l~V03Y)< zDXy_f(R>ZYm{s2n9)3lj;pLW#x!S8lBa^a5z1IF6bz}`E#OEhI=ZQWi9X??F77RUU z1fa$Vh{4?h>d3kyA89B~us5LugArSA3MtCw@^>%|W+1A)bHLoiL>x#yvMyd(r@X58 zB;^W^a$xSHlzvX%Z2Rv&nF3RJir0eg3P*EoJ9l|^&xfZrD&{Hjx;^8KuCk$dN6@q5 z$Z@z%b~T;9ORmWSOE?JuWRO>$u&E2fBfnqjeR@Q0iCIoPxg;rz|LDMg@@_={$(n%EbZw%F3r3_crAkV_@BO_2{6K*$2p|viTyK#$b?^Xg1{+#H zn689-LP8xvO`V+Vfd(#F2aj|DShhbQy91_{(2{(HNh5F!z*m>cr4YhS4*&duVG~R( zA*1IXmjHp;4-XFk)COD}rosqF2EMIuzyTVMOv?X}+lWH~V3?z#s~h^)r58C`fZ}sa zct_cWWD%-5d_rhA5V#7)rvRo80SxxN@)_j4^CUogZ+2Z>3a}JYerasW$X|+xY<`-~S+H4T=t80nJ(nm6 zet%Ey1lL5rwZuEj8si$bi5}+dt!&Jsd)@O-(mjfo8O5_eZy?$_zbW;Ti?EXuj>S^% zDed1Y2^GM5fRQi*BO}DQ0;8~Z)CMI2Sb~U19}uJvfDjjV2zoV`v`#fNz6R<1XRf#yCqs)8_h+lTzW$Wv>+`7b7a}{7 z7&3uhzFdy~_O1NG$N1j`OmJ2Jp!%k$2p7^j&pd9sB)gf4@*c&kk9A1H2N!uAOTA(J zc0=Q41rf#HuI()M>S19pzKXA8DHzd$~n zB!8!yGdQzH$6%PdLN}UrySrWd7ows{J`7Ng53~INbVkHM*S-cYJZR~2EYLJgoQOiBVU5Og{{wm!!?z?=Yx4RWx2;Pyr_31-$X zf`m98BsB&aTcqJB(y0oEU`YIo{)9RUB=icgFZA&_SG({H#^ntj`$!xe;J5w2sYQ|_ z4UUEq_#g=D;x)>5kiY=N2eEJmA83&D-Y99>?*U`de2K5l3=LiW{K0 z$e176Z+KHc6@qpVAYIO+c{nlPNhzzSY&D{B3%@m`bYLr8NZ|&}`enB|`_2$g28u0$a3{T(r6>w2^hm=wTn# zimbAv1W$LSX$-2+wza#ZHZ(7s$fIZnesZ8L9wjcX(Qyv+cfCaqPZxgVXpHe8_Bkth z!mteB7Hv{eM3@+W91-APGT>n1yrTlL(!WtYAVmx28yDStum9*v@5lFR(H3^8$s3UuM2-7NTw!wu~^PzfN3?FHaV&^~}s z0K#bQ?>BD?zA?YJ2zmv?#2PeK)Bv9#KncJGe7ACdh7ZjJdYIXUgRO2gcMiSomu1xy4$EkygyPWl$f*S4~;P5RQ``|MTi?XMu2d&ipmn>qT{#UyO!R6xIH}%*Jg+a3B z(sZnM_J{49v+7H%JRLMPC*v8XWC+;B@9+xpsRu_!0@{pcf$}={al$4G_|&-G$EV&f z-c}(B0LppAd$^=QjA}JltV3DPhVva(HQe{0Px*nQ(g9}lAl?kt{qoY1;Z&^?93F_R zV$;U!9aByjxBw%jc8!hG%o=Jpq*M}9Q-P=ecJ*M#`fzkNVwcW1DTE>E(LyE&no))V zgsFX@nKp3Z0__%YbSLakV&~@xVD1`wLVj3`7MyuUu0790?0}EYvyIR5E)h%36}{*I zr!Yy#qT`g|B&NF&5h>d?SV#n!p4A5KV+1JLha{rz=@M-;oWc7~u>(0&gZ zg$-0j&5LKk6!Jc7aPtL$4ftEwRP|qpUc~;&)nC!=kkA#|tm`X0Trz2~$4RA*qN>>E z**-*fnD}y?ZH+IYY}fUS<-=PcS;S1xJeO?uZ7`J*3>X{`onG5U}4(xP+l^!f&Vmz!Shr zCDBvv^UZ7LzO*tY;5c_hr^*Hj-PXj+Sv)A%fs);H@{3KY#vYb*pv$ydAZX_PQHENL z%Sxf|K@5B04mSqymf_^*XI56YGSP6M1E`b={Pt-HI3k9TXaYp<0`9eN;`kip`ur3H ztuO?R{X*gv$Kgi-zsWe;$wk>|j)pxUN1zs%mhn9MW(PJXF#SS)6wW$e)ocz(Tmwb( zLr^jSD;f5^!zoZbxNkzlf?=gLx{0JCJ1O^teb_PpL|2rIi|p6*_fA9vKq1-&Ds|>c zyY$xbvIWe-L1_rmMgn$>4Is2@#c#Pc09=buIu8yG>V2I+yqs}7xrk;Wc?9q^$d=U9 z4nd-Eh4lEw;n!^bw{dW>5wJ ziu~zZ2R{BimcL|cMM$LkLj9YF9resTJyU0Ak#rMyFmUTZP>HWNCMG6OUxz0qFjx`Gpj7{p_>32<^nsK}sR{QLy@b@nwxZ}h3zStkdpMFQ9 z;gNFJkG^5mCuCJzUnFkg=1|#l|J}~_Bxi?TthVtoS7Ob+8@x%25Z^=DA3YD)FYLd= z;UZMQ@+4hvPk&15hjOpNFqc;DS6Uf@;5I*PUB9eq)3fr&wRo3k9X~t?{<_NCm1IFM zJWPv1N%!?dC#KW!gF?55yLnuTfJTCr%_TZ9?JmDyNWAoeBU{!aG)oj^=wVSlt<1t= zhDuS4eD=WO_L6*ixa${aN8X(qMF%=E@S3z)#)|G+-M{CYLQyy6$~UB%+Zr_YPo~YZ z?Z4sEpI@LVS5SUK>oU%b_|k{BRZ^p(ws;{}12y+W;RyWC;6 zSv@$q5zOOU9yM}6S%5Cevzp}b2f6{aV7aI--;2J$qlTuSV@%H)o?f5wmnDB8y8|hGGxNN^zF97pHFxZN?K6)MO86VU2XBQ} zdU!!tc~f$i2>bog(h?OTBV&Fipn3t>5w2^;xOe@B!OQ>6TBq?=$g)4;ORR1@f==On z1Sp%E>eVjQ%xzG_9FvW5n}d%42eH}{MZm0=HeQR^qNNXe&GoT;Qq4{C$;G@ zUS>b;*d=-injWZRNyIz^lts4C;A2CJ0+#3iKBnj8C6q&v@L7`x3JQ*U>~sJH3w*$q zS5{^oi67qvJvey4dWVNw04;b4aT$Th>$l9nT0_H?{_l%u+2UurYKV;m?AE)NoyZ03 ze4y+N|MW@9-26V`$pdp`iFX)u$B1Fd(PEOCre-sAS%BMs7Xio^G>4ofOgYIyIDSX@E?Iy`qSBZR{d&~$+k2JD$BT<31%VqAUmVD|%q58M9LGY|2m zx@kL_Vdge2jCa&qCWla50oPy|6N)VFWGd~T|k?Y?`>4JN;Ln$}4T zBImSz_!p+vkGy$~#i*LXf38C_jfo=9QM((kn@B;)RC2c|Qk2tc&1++bG=a$5X6ae| z9a?|UM;;YR*<1O>2WeW9TJlBIqu1ml2U~niNWb=s(1n@O3YL4}nKVp%aKUBGS2E^} zNa>qBo9V(Q;~Bl2x^&v(I@{*FKPekM9Ni-{*z=0vcDV|re=fTm4Y_CcjzB(n&*I