From d5693c93d7e7aa35b01fe9890f9ebacbf2d3d954 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Thu, 18 Apr 2019 11:37:46 -0400
Subject: [PATCH 01/46] Fix AWS continueOnReturnCode (#4813)

---
 src/ci/bin/testCentaurAws.sh                                  | 4 ----
 .../main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala    | 2 +-
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/src/ci/bin/testCentaurAws.sh b/src/ci/bin/testCentaurAws.sh
index 876461de02d..dc085bda78e 100755
--- a/src/ci/bin/testCentaurAws.sh
+++ b/src/ci/bin/testCentaurAws.sh
@@ -33,16 +33,13 @@ cromwell::build::run_centaur \
     -e cnv_somatic_panel \
     -e localdockertest \
     -e inline_file \
-    -e exit \
     -e iwdr_input_string_function \
     -e globbingbehavior \
     -e non_root_default_user \
     -e draft3_glob_access \
     -e bad_output_task \
     -e cwl_interpolated_strings \
-    -e failures.terminal_status \
     -e bad_file_string \
-    -e default_runtime_attributes \
     -e non_root_specified_user \
     -e space \
     -e draft3_optional_input_from_scatter \
@@ -52,7 +49,6 @@ cromwell::build::run_centaur \
     -e cwl_cache_between_workflows \
     -e abort.scheduled_abort \
     -e cwl_cache_within_workflow \
-    -e continue_on_return_code \
     -e globbingscatter \
     -e inline_file_custom_entryname \
     -e relative_output_paths \
diff --git a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
index 854f2d3ed7b..6bb85059ae9 100644
--- a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
+++ b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
@@ -122,7 +122,7 @@ final case class AwsBatchJob(jobDescriptor: BackendJobDescriptor, // WDL/CWL
     |"
     |cat $dockerStderr
     |echo "--$boundary--"
-    |exit $$(cat $dockerRc)
+    |exit 0
     """).stripMargin
   }
   def submitJob[F[_]]()(

From 4cc32c112931c60211e55cccde35fd7593b054b0 Mon Sep 17 00:00:00 2001
From: Miguel Covarrubias <mcovarr@broadinstitute.org>
Date: Fri, 19 Apr 2019 13:05:08 -0400
Subject: [PATCH 02/46] Update cromwell version from 40 to 41

---
 project/Version.scala | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/project/Version.scala b/project/Version.scala
index ec94f285f4f..a2543575639 100644
--- a/project/Version.scala
+++ b/project/Version.scala
@@ -5,7 +5,7 @@ import sbt._
 
 object Version {
   // Upcoming release, or current if we're on a master / hotfix branch
-  val cromwellVersion = "40"
+  val cromwellVersion = "41"
 
   /**
     * Returns true if this project should be considered a snapshot.

From 54c5c480aa54f82b6ef787f5698b7eabc6c69942 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Fri, 19 Apr 2019 16:10:06 -0400
Subject: [PATCH 03/46] Custom google labels (#4825)

---
 CHANGELOG.md                                  |  6 ++
 .../google_labels/bad_options.json            |  5 ++
 .../google_labels/good_options.json           |  6 ++
 .../google_labels/google_labels.wdl           | 57 +++++++++++++++++
 .../google_labels/wrapper.wdl                 | 10 +++
 .../standardTestCases/google_labels_bad.test  | 17 +++++
 .../standardTestCases/google_labels_good.test | 17 +++++
 .../google_labels_subworkflows.test           | 16 +++++
 .../scala/cromwell/core/WorkflowOptions.scala |  3 +-
 docs/backends/Google.md                       |  5 +-
 docs/wf_options/Google.md                     |  6 +-
 .../pipelines/common/GoogleLabels.scala       | 64 ++++++++++++++-----
 ...inesApiAsyncBackendJobExecutionActor.scala | 20 ++++--
 .../PipelinesApiInitializationActor.scala     |  2 +
 .../PipelinesApiJobCachingActorHelper.scala   |  9 +--
 .../api/PipelinesApiRequestFactory.scala      |  3 +-
 .../pipelines/common/GoogleLabelsSpec.scala   |  4 +-
 ...ApiAsyncBackendJobExecutionActorSpec.scala |  2 -
 .../pipelines/v1alpha2/GenomicsFactory.scala  |  2 +-
 .../pipelines/v2alpha1/GenomicsFactory.scala  |  4 +-
 20 files changed, 218 insertions(+), 40 deletions(-)
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels/bad_options.json
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels/good_options.json
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels/google_labels.wdl
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels/wrapper.wdl
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels_bad.test
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels_good.test
 create mode 100644 centaur/src/main/resources/standardTestCases/google_labels_subworkflows.test

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d37fae8b3d2..f5c0d6d3a3c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,11 @@
 # Cromwell Change Log
 
+## 41 Release Notes
+
+### Workflow Options
+
+* It is now possible to supply custom `google-labels` in [workflow options](https://cromwell.readthedocs.io/en/stable/wf_options/Google/).
+
 ## 40 Release Notes
 
 ### Config Changes
diff --git a/centaur/src/main/resources/standardTestCases/google_labels/bad_options.json b/centaur/src/main/resources/standardTestCases/google_labels/bad_options.json
new file mode 100644
index 00000000000..6d7e010d5a3
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels/bad_options.json
@@ -0,0 +1,5 @@
+{
+  "google_labels": {
+    "custom-label-label-label-label-label-label-label-label-label-label": "0custom-value"
+  }
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels/good_options.json b/centaur/src/main/resources/standardTestCases/google_labels/good_options.json
new file mode 100644
index 00000000000..f8da61c898e
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels/good_options.json
@@ -0,0 +1,6 @@
+{
+  "read_from_cache": false,
+  "google_labels": {
+    "custom-label": "custom-value"
+  }
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels/google_labels.wdl b/centaur/src/main/resources/standardTestCases/google_labels/google_labels.wdl
new file mode 100644
index 00000000000..b85c2eab3ef
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels/google_labels.wdl
@@ -0,0 +1,57 @@
+version 1.0
+
+workflow google_labels {
+
+  meta {
+    description: "Confirms that the google_labels workflow option is propagated correctly to tasks"
+  }
+
+  input {
+    Array[Pair[String, String]] expected_kvps = [ ("wdl-task-name", "check-labels") ]
+    Boolean check_aliases = true
+  }
+
+  # Build an array of checker lines to confirm the existence of each KVP:
+  scatter (p in expected_kvps) {
+    String checker_lines = "echo $INSTANCE_INFO | grep -q '\"~{p.left}\": \"~{p.right}\"' || echo \"Couldn't find correct '~{p.left}' label in instance info: $INSTANCE_INFO\" 1>&2"
+  }
+
+  call check_labels { input: label_checker_lines = checker_lines }
+
+  if (check_aliases) {
+    call check_labels as check_label_alias { input: label_checker_lines = [
+      "echo $INSTANCE_INFO | grep -q '\"wdl-task-name\": \"check-labels\"' || echo \"Couldn't find correct 'wdl-task-name' label in instance info: $INSTANCE_INFO\" 1>&2",
+      "echo $INSTANCE_INFO | grep -q '\"wdl-call-alias\": \"check-label-alias\"' || echo \"Couldn't find correct 'wdl-call-alias' label in instance info: $INSTANCE_INFO\" 1>&2"
+    ] }
+  }
+
+  output {
+    Boolean done = true
+  }
+
+}
+
+task check_labels {
+
+  input {
+    Array[String] label_checker_lines
+  }
+
+  command {
+    # Check that the task metadata is correct:
+    INSTANCE=$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/name" -H "Metadata-Flavor: Google")
+    TOKEN=$(gcloud auth application-default print-access-token)
+    INSTANCE_INFO=$(curl -s "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/instances/$INSTANCE" \
+      -H "Authorization: Bearer $TOKEN" \
+      -H 'Accept: application/json')
+
+    # Check for the custom label in the instance info:
+    ~{sep="\n" label_checker_lines}
+  }
+  runtime {
+    docker: "google/cloud-sdk:slim"
+    # Specify this zone because it's used in the curl commands above. We probably *could* work this out ad-hoc but it's easier to hard-code it here:
+    zones: ["us-central1-c"]
+    failOnStderr: true
+  }
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels/wrapper.wdl b/centaur/src/main/resources/standardTestCases/google_labels/wrapper.wdl
new file mode 100644
index 00000000000..33dfe9eefb9
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels/wrapper.wdl
@@ -0,0 +1,10 @@
+version 1.0
+
+import "google_labels.wdl"
+
+workflow google_labels_wrapper {
+  call google_labels.google_labels { input:
+    expected_kvps = [ ("cromwell-sub-workflow-name", "google-labels"), ("wdl-task-name", "check-labels") ],
+    check_aliases = false
+  }
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels_bad.test b/centaur/src/main/resources/standardTestCases/google_labels_bad.test
new file mode 100644
index 00000000000..720f8a18050
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels_bad.test
@@ -0,0 +1,17 @@
+name: google_labels_bad
+testFormat: workflowfailure
+backends: [Papiv2]
+
+files {
+  workflow: google_labels/google_labels.wdl
+  options: google_labels/bad_options.json
+}
+
+metadata {
+  workflowName: google_labels
+  status: Failed
+
+  "failures.0.message": "Invalid 'google_labels' in workflow options"
+  "failures.0.causedBy.0.message": "Invalid label field: `custom-label-label-label-label-label-label-label-label-label-label` is 66 characters. The maximum is 63."
+  "failures.0.causedBy.1.message": "Invalid label field: `0custom-value` did not match the regex '[a-z]([-a-z0-9]*[a-z0-9])?'"
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels_good.test b/centaur/src/main/resources/standardTestCases/google_labels_good.test
new file mode 100644
index 00000000000..76cf5ec5b16
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels_good.test
@@ -0,0 +1,17 @@
+name: google_labels_good
+testFormat: workflowsuccess
+backends: [Papiv2]
+
+files {
+  workflow: google_labels/google_labels.wdl
+  options: google_labels/good_options.json
+}
+
+metadata {
+  workflowName: google_labels
+  status: Succeeded
+
+  "calls.google_labels.check_labels.labels.wdl-task-name": "check_labels"
+
+  "calls.google_labels.check_labels.backendLabels.custom-label": "custom-value"
+}
diff --git a/centaur/src/main/resources/standardTestCases/google_labels_subworkflows.test b/centaur/src/main/resources/standardTestCases/google_labels_subworkflows.test
new file mode 100644
index 00000000000..21b734c94fc
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/google_labels_subworkflows.test
@@ -0,0 +1,16 @@
+name: google_labels_sub
+testFormat: workflowsuccess
+backends: [Papiv2]
+
+files {
+  workflow: google_labels/wrapper.wdl
+  options: google_labels/good_options.json
+  imports: [
+    google_labels/google_labels.wdl
+  ]
+}
+
+metadata {
+  workflowName: google_labels_wrapper
+  status: Succeeded
+}
diff --git a/core/src/main/scala/cromwell/core/WorkflowOptions.scala b/core/src/main/scala/cromwell/core/WorkflowOptions.scala
index 855b2e0c977..51a132b9e4f 100644
--- a/core/src/main/scala/cromwell/core/WorkflowOptions.scala
+++ b/core/src/main/scala/cromwell/core/WorkflowOptions.scala
@@ -65,6 +65,7 @@ object WorkflowOptions {
   private lazy val EncryptedFields: Seq[String] = WorkflowOptionsConf.getStringList("encrypted-fields").asScala
   private lazy val EncryptionKey: String = WorkflowOptionsConf.getString("base64-encryption-key")
   private lazy val defaultRuntimeOptionKey: String = DefaultRuntimeOptions.name
+  private lazy val validObjectKeys: Set[String] = Set(DefaultRuntimeOptions.name, "google_labels")
 
   def encryptField(value: JsString): Try[JsObject] = {
     Aes256Cbc.encrypt(value.value.getBytes("utf-8"), SecretKey(EncryptionKey)) match {
@@ -94,7 +95,7 @@ object WorkflowOptions {
       case (k, v: JsString) if EncryptedFields.contains(k) => k -> encryptField(v)
       case (k, v: JsString) => k -> Success(v)
       case (k, v: JsBoolean) => k -> Success(v)
-      case (k, v: JsObject) if defaultRuntimeOptionKey.equals(k) => k -> Success(v)
+      case (k, v: JsObject) if validObjectKeys.contains(k) => k -> Success(v)
       case (k, v: JsNumber) => k -> Success(v)
       case (k, v) if isEncryptedField(v) => k -> Success(v)
       case (k, v: JsArray) => k -> Success(v)
diff --git a/docs/backends/Google.md b/docs/backends/Google.md
index 1a7ce38e130..e8177948e37 100644
--- a/docs/backends/Google.md
+++ b/docs/backends/Google.md
@@ -224,7 +224,8 @@ workflows using the Google backend.
 
 #### Google Labels
 
-Every call run on the Pipelines API backend is given certain labels by default, so that Google resources can be queried by these labels later. The current default label set automatically applied is:
+Every call run on the Pipelines API backend is given certain labels by default, so that Google resources can be queried by these labels later. 
+The current default label set automatically applied is:
 
 | Key | Value | Example | Notes |
 |-----|-------|---------|-------|
@@ -233,7 +234,7 @@ Every call run on the Pipelines API backend is given certain labels by default,
 | wdl-task-name | The name of the WDL task | my-task | |
 | wdl-call-alias | The alias of the WDL call that created this job | my-task-1 | Only present if the task was called with an alias. |
 
-Any custom labels provided upon workflow submission are also applied to Google resources by the Pipelines API.
+Any custom labels provided as '`google_labels`' in the [workflow options](../wf_options/Google) are also applied to Google resources by the Pipelines API.
 
 ## Using NCBI Sequence Read Archive (SRA) Data
 
diff --git a/docs/wf_options/Google.md b/docs/wf_options/Google.md
index 14e2400ab14..87c504155a1 100644
--- a/docs/wf_options/Google.md
+++ b/docs/wf_options/Google.md
@@ -11,6 +11,7 @@ Keys | Possible Values | Description
 `auth_bucket` |`string` |     A GCS URL that only Cromwell can write to.  The Cromwell account is determined by the `google.authScheme` (and the corresponding `google.userAuth` and `google.serviceAuth`). Defaults to the the value in [jes_gcs_root](#jes_gcs_root).
 `monitoring_script` |`string` |   Specifies a GCS URL to a script that will be invoked prior to the user command being run.  For example, if the value for monitoring_script is `"gs://bucket/script.sh"`, it will be invoked as `./script.sh > monitoring.log &`.  The value `monitoring.log` file will be automatically de-localized.
 `monitoring_image` |`string` |   Specifies a Docker image to monitor the task. This image will run concurrently with the task container, and provides an alternative mechanism to `monitoring_script` (the latter runs *inside* the task container). For example, one can use `quay.io/broadinstitute/cromwell-monitor`, which reports cpu/memory/disk utilization metrics to [Stackdriver](https://cloud.google.com/monitoring/).
+`google_labels` | `object` | An object containing only string values. Represent custom labels to send with PAPI job requests. Per the PAPI specification, each key and value must conform to the regex `[a-z]([-a-z0-9]*[a-z0-9])?`.
 
 # Example
 ```json
@@ -21,6 +22,9 @@ Keys | Possible Values | Description
   "google_compute_service_account": " my-new-svcacct@my-google-project.iam.gserviceaccount.com"
   "auth_bucket": "gs://my-auth-bucket/private",
   "monitoring_script": "gs://bucket/script.sh",
-  "monitoring_image": "quay.io/broadinstitute/cromwell-monitor"
+  "monitoring_image": "quay.io/broadinstitute/cromwell-monitor",
+  "google_labels": {
+    "custom-label": "custom-value"
+  }
 }
 ```
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GoogleLabels.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GoogleLabels.scala
index 814cda54251..8ad01e42c8a 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GoogleLabels.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GoogleLabels.scala
@@ -1,21 +1,31 @@
 package cromwell.backend.google.pipelines.common
 
-import cats.data.Validated.Valid
+import cats.data.Validated.{Invalid, Valid}
 import common.validation.ErrorOr.ErrorOr
-import cromwell.core.labels.{Label, Labels}
 import cats.syntax.validated._
-import scala.util.matching.Regex
+import cats.syntax.traverse._
+import cats.instances.list._
+import cats.syntax.apply._
+import common.exception.AggregatedMessageException
+import cromwell.core.{CromwellFatalExceptionMarker, WorkflowOptions}
+import spray.json.{JsObject, JsString}
+
+import scala.util.{Failure, Success, Try}
+import scala.util.control.NoStackTrace
+
+final case class GoogleLabel(key: String, value: String)
 
 object GoogleLabels {
 
   val MaxLabelLength = 63
-  val GoogleLabelsRegexPattern = "[a-z]([-a-z0-9]*[a-z0-9])?"
+  val GoogleLabelRegexPattern = "[a-z]([-a-z0-9]*[a-z0-9])?"
+  val GoogleLabelRegex = GoogleLabelRegexPattern.r
 
-  // This function is used to coerce a string into one that meets the requirements for a label submission to JES.
+  // This function is used to coerce a string into one that meets the requirements for a label submission to Google Pipelines API.
   // See 'labels' in https://cloud.google.com/genomics/reference/rpc/google.genomics.v1alpha2#google.genomics.v1alpha2.RunPipelineArgs
   def safeGoogleName(mainText: String, emptyAllowed: Boolean = false): String = {
 
-    validateLabelRegex(mainText, GoogleLabelsRegexPattern.r) match {
+    validateLabelRegex(mainText) match {
       case Valid(labelText) => labelText
       case invalid @ _ if mainText.equals("") && emptyAllowed => mainText
       case invalid @ _ =>
@@ -47,22 +57,46 @@ object GoogleLabels {
     }
   }
 
-  def validateLabelRegex(s: String, regexAllowed: Regex): ErrorOr[String] = {
-    (regexAllowed.pattern.matcher(s).matches, s.length <= MaxLabelLength) match {
+  def validateLabelRegex(s: String): ErrorOr[String] = {
+    (GoogleLabelRegex.pattern.matcher(s).matches, s.length <= MaxLabelLength) match {
       case (true, true) => s.validNel
-      case (false, false) => s"Invalid label: `$s` did not match regex $regexAllowed and it is ${s.length} characters. The maximum is $MaxLabelLength.".invalidNel
-      case (false, _) => s"Invalid label: `$s` did not match the regex $regexAllowed.".invalidNel
-      case (_, false) => s"Invalid label: `$s` is ${s.length} characters. The maximum is $MaxLabelLength.".invalidNel
+      case (false, false) => s"Invalid label field: `$s` did not match regex '$GoogleLabelRegexPattern' and it is ${s.length} characters. The maximum is $MaxLabelLength.".invalidNel
+      case (false, _) => s"Invalid label field: `$s` did not match the regex '$GoogleLabelRegexPattern'".invalidNel
+      case (_, false) => s"Invalid label field: `$s` is ${s.length} characters. The maximum is $MaxLabelLength.".invalidNel
+    }
+  }
+
+
+  def safeLabels(values: (String, String)*): Seq[GoogleLabel] = {
+    def safeGoogleLabel(kvp: (String, String)): GoogleLabel = {
+      GoogleLabel(safeGoogleName(kvp._1), safeGoogleName(kvp._2, emptyAllowed = true))
     }
+    values.map(safeGoogleLabel)
+  }
+
+  def validateLabel(key: String, value: String): ErrorOr[GoogleLabel] = {
+    (validateLabelRegex(key), validateLabelRegex(value)).mapN { (validKey, validValue) => GoogleLabel(validKey, validValue)  }
   }
 
+  def fromWorkflowOptions(workflowOptions: WorkflowOptions): Try[Seq[GoogleLabel]] = {
 
-  def toLabels(values: (String, String)*): Labels = {
+    def extractGoogleLabelsFromJsObject(jsObject: JsObject): Try[Seq[GoogleLabel]] = {
+      val asErrorOr = jsObject.fields.toList.traverse {
+        case (key: String, value: JsString) => GoogleLabels.validateLabel(key, value.value)
+        case (key, other) => s"Bad label value type for '$key'. Expected simple string but got $other".invalidNel : ErrorOr[GoogleLabel]
+      }
 
-    def safeGoogleLabel(key: String, value: String): Label = {
-      Label(safeGoogleName(key), safeGoogleName(value, emptyAllowed = true))
+      asErrorOr match {
+        case Valid(value) => Success(value)
+        case Invalid(errors) => Failure(new AggregatedMessageException("Invalid 'google_labels' in workflow options", errors.toList) with CromwellFatalExceptionMarker with NoStackTrace)
+      }
     }
 
-    Labels(values.toVector map (safeGoogleLabel _ ).tupled)
+    workflowOptions.toMap.get("google_labels") match {
+      case Some(obj: JsObject) => extractGoogleLabelsFromJsObject(obj)
+      case Some(other) => Failure(new Exception(s"Invalid 'google_labels' in workflow options. Must be a simple JSON object mapping string keys to string values. Got $other") with NoStackTrace with CromwellFatalExceptionMarker)
+      case None => Success(Seq.empty)
+    }
   }
+
 }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
index 888f7f9e7b1..7b56488b9f3 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
@@ -34,6 +34,7 @@ import cromwell.filesystems.sra.SraPath
 import cromwell.google.pipelines.common.PreviousRetryReasons
 import cromwell.services.keyvalue.KeyValueServiceActor._
 import cromwell.services.keyvalue.KvClient
+import cromwell.services.metadata.CallMetadataKeys
 import shapeless.Coproduct
 import wdl4s.parser.MemoryUnit
 import wom.CommandSetupSideEffectFile
@@ -393,7 +394,7 @@ class PipelinesApiAsyncBackendJobExecutionActor(override val standardParams: Sta
     }
   }
 
-  private def createPipelineParameters(inputOutputParameters: InputOutputParameters): CreatePipelineParameters = {
+  private def createPipelineParameters(inputOutputParameters: InputOutputParameters, customLabels: Seq[GoogleLabel]): CreatePipelineParameters = {
     standardParams.backendInitializationDataOption match {
       case Some(data: PipelinesApiBackendInitializationData) =>
         val dockerKeyAndToken: Option[CreatePipelineDockerKeyAndToken] = for {
@@ -432,7 +433,7 @@ class PipelinesApiAsyncBackendJobExecutionActor(override val standardParams: Sta
           inputOutputParameters,
           googleProject(jobDescriptor.workflowDescriptor),
           computeServiceAccount(jobDescriptor.workflowDescriptor),
-          backendLabels,
+          backendLabels ++ customLabels,
           preemptible,
           pipelinesConfiguration.jobShell,
           dockerKeyAndToken,
@@ -501,15 +502,23 @@ class PipelinesApiAsyncBackendJobExecutionActor(override val standardParams: Sta
 
     def uploadScriptFile = commandScriptContents.fold(
       errors => Future.failed(new RuntimeException(errors.toList.mkString(", "))),
-      asyncIo.writeAsync(jobPaths.script, _, Seq(CloudStorageOptions.withMimeType("text/plain"))))
+      asyncIo.writeAsync(jobPaths.script, _, Seq(CloudStorageOptions.withMimeType("text/plain")))
+    )
+
+    def sendGoogleLabelsToMetadata(customLabels: Seq[GoogleLabel]): Unit = {
+      lazy val backendLabelEvents: Map[String, String] = ((backendLabels ++ customLabels) map { l => s"${CallMetadataKeys.BackendLabels}:${l.key}" -> l.value }).toMap
+      tellMetadata(backendLabelEvents)
+    }
 
     val runPipelineResponse = for {
       _ <- evaluateRuntimeAttributes
       _ <- uploadScriptFile
+      customLabels <- Future.fromTry(GoogleLabels.fromWorkflowOptions(workflowDescriptor.workflowOptions))
       jesParameters <- generateInputOutputParameters
-      createParameters = createPipelineParameters(jesParameters)
+      createParameters = createPipelineParameters(jesParameters, customLabels)
       _ = this.hasDockerCredentials = createParameters.privateDockerKeyAndEncryptedToken.isDefined
       runId <- runPipeline(workflowId, createParameters, jobLogger)
+      _ = sendGoogleLabelsToMetadata(customLabels)
     } yield runId
 
     runPipelineResponse map { runId =>
@@ -613,11 +622,10 @@ class PipelinesApiAsyncBackendJobExecutionActor(override val standardParams: Sta
           val message = unable + details + prettyError
           Future.successful(FailedNonRetryableExecutionHandle(StandardException(
             runStatus.errorCode, message, jobTag, returnCode, standardPaths.error), returnCode))
-        case _ => {
+        case _ =>
           val finalPrettyPrintedError = generateBetterErrorMsg(runStatus, prettyError)
           Future.successful(FailedNonRetryableExecutionHandle(StandardException(
             runStatus.errorCode, finalPrettyPrintedError, jobTag, returnCode, standardPaths.error), returnCode))
-        }
       }
     }
 
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiInitializationActor.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiInitializationActor.scala
index 636c26e9cd4..94c1d4362b5 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiInitializationActor.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiInitializationActor.scala
@@ -125,6 +125,8 @@ class PipelinesApiInitializationActor(pipelinesParams: PipelinesApiInitializatio
     for {
       paths <- workflowPaths
       _ = publishWorkflowRoot(paths.workflowRoot.pathAsString)
+      // Validate the google-labels workflow options, and only succeed initialization if they're good:
+      _ <- Future.fromTry(GoogleLabels.fromWorkflowOptions(workflowOptions))
       data <- initializationData
     } yield Option(data)
   }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiJobCachingActorHelper.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiJobCachingActorHelper.scala
index 0ca13c40d8c..f9739c6c5f6 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiJobCachingActorHelper.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiJobCachingActorHelper.scala
@@ -1,6 +1,5 @@
 package cromwell.backend.google.pipelines.common
 
-import akka.actor.Actor
 import cromwell.backend.google.pipelines.common.io.{PipelinesApiAttachedDisk, PipelinesApiWorkingDisk}
 import cromwell.backend.standard.StandardCachingActorHelper
 import cromwell.core.labels.Labels
@@ -11,7 +10,7 @@ import cromwell.services.metadata.CallMetadataKeys
 import scala.language.postfixOps
 
 trait PipelinesApiJobCachingActorHelper extends StandardCachingActorHelper {
-  this: Actor with JobLogging =>
+  this: PipelinesApiAsyncBackendJobExecutionActor with JobLogging =>
 
   lazy val initializationData: PipelinesApiBackendInitializationData = {
     backendInitializationDataAs[PipelinesApiBackendInitializationData]
@@ -58,12 +57,10 @@ trait PipelinesApiJobCachingActorHelper extends StandardCachingActorHelper {
 
   lazy val originalLabels: Labels = defaultLabels
 
-  lazy val backendLabels: Labels = GoogleLabels.toLabels(originalLabels.asTuple :_*)
+  lazy val backendLabels: Seq[GoogleLabel] = GoogleLabels.safeLabels(originalLabels.asTuple :_*)
 
   lazy val originalLabelEvents: Map[String, String] = originalLabels.value map { l => s"${CallMetadataKeys.Labels}:${l.key}" -> l.value } toMap
 
-  lazy val backendLabelEvents: Map[String, String] = backendLabels.value map { l => s"${CallMetadataKeys.BackendLabels}:${l.key}" -> l.value } toMap
-
   override protected def nonStandardMetadata: Map[String, Any] = {
     val googleProject = initializationData
       .workflowPaths
@@ -77,6 +74,6 @@ trait PipelinesApiJobCachingActorHelper extends StandardCachingActorHelper {
       PipelinesApiMetadataKeys.ExecutionBucket -> initializationData.workflowPaths.executionRootString,
       PipelinesApiMetadataKeys.EndpointUrl -> jesAttributes.endpointUrl,
       "preemptible" -> preemptible
-    ) ++ backendLabelEvents ++ originalLabelEvents
+    ) ++ originalLabelEvents
   }
 }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestFactory.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestFactory.scala
index 145b9b42a65..14b4f44439d 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestFactory.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestFactory.scala
@@ -6,7 +6,6 @@ import cromwell.backend.google.pipelines.common._
 import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestFactory.CreatePipelineParameters
 import cromwell.backend.google.pipelines.common.io.PipelinesApiAttachedDisk
 import cromwell.backend.standard.StandardAsyncJob
-import cromwell.core.labels.Labels
 import cromwell.core.logging.JobLogger
 import cromwell.core.path.Path
 import wom.runtime.WomOutputRuntimeExtractor
@@ -70,7 +69,7 @@ object PipelinesApiRequestFactory {
                                       inputOutputParameters: InputOutputParameters,
                                       projectId: String,
                                       computeServiceAccount: String,
-                                      labels: Labels,
+                                      googleLabels: Seq[GoogleLabel],
                                       preemptible: Boolean,
                                       jobShell: String,
                                       privateDockerKeyAndEncryptedToken: Option[CreatePipelineDockerKeyAndToken],
diff --git a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/GoogleLabelsSpec.scala b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/GoogleLabelsSpec.scala
index 3811fe8c7ac..def0c3ecc6f 100644
--- a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/GoogleLabelsSpec.scala
+++ b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/GoogleLabelsSpec.scala
@@ -22,8 +22,8 @@ class GoogleLabelsSpec extends FlatSpec with Matchers {
   )
 
   googleLabelConversions foreach { case (label: String, conversion: String) =>
-    it should s"not validate the bad label string '$label'" in {
-      GoogleLabels.validateLabelRegex(label, GoogleLabels.GoogleLabelsRegexPattern.r) match {
+    it should s"not validate the bad label key '$label'" in {
+      GoogleLabels.validateLabelRegex(label) match {
         case Invalid(_) => // Good!
         case Valid(_) => fail(s"Label validation succeeded but should have failed.")
       }
diff --git a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActorSpec.scala b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActorSpec.scala
index bf7a8a3cb2b..a201bd8821d 100644
--- a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActorSpec.scala
+++ b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActorSpec.scala
@@ -885,8 +885,6 @@ class PipelinesApiAsyncBackendJobExecutionActorSpec extends TestKitSuite("JesAsy
     val actual = jesBackend.startMetadataKeyValues.safeMapValues(_.toString)
     actual should be(
       Map(
-        "backendLabels:cromwell-workflow-id" -> s"cromwell-$workflowId",
-        "backendLabels:wdl-task-name" -> "goodbye",
         "backendLogs:log" -> s"$jesGcsRoot/wf_hello/$workflowId/call-goodbye/goodbye.log",
         "callRoot" -> s"$jesGcsRoot/wf_hello/$workflowId/call-goodbye",
         "jes:endpointUrl" -> "https://genomics.googleapis.com/",
diff --git a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/GenomicsFactory.scala b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/GenomicsFactory.scala
index b5f857fcd55..b0e952533d5 100644
--- a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/GenomicsFactory.scala
+++ b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/GenomicsFactory.scala
@@ -70,7 +70,7 @@ case class GenomicsFactory(applicationName: String, authMode: GoogleAuthMode, en
         rpargs.setInputs((inputParameters.safeMapValues(_.toGoogleRunParameter) ++ literalInputRunParameters).asJava)
         rpargs.setOutputs(outputParameters.safeMapValues(_.toGoogleRunParameter).asJava)
 
-        rpargs.setLabels(createPipelineParameters.labels.asJavaMap)
+        rpargs.setLabels(createPipelineParameters.googleLabels.map(label => label.key -> label.value).toMap.asJava)
 
         val rpr = new RunPipelineRequest().setEphemeralPipeline(pipeline).setPipelineArgs(rpargs)
 
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
index d0881746821..81f7d4bcb7e 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
@@ -117,7 +117,7 @@ case class GenomicsFactory(applicationName: String, authMode: GoogleAuthMode, en
         .setServiceAccount(serviceAccount)
         .setMachineType(createPipelineParameters.runtimeAttributes |> toMachineType(jobLogger))
         .setBootDiskSizeGb(adjustedBootDiskSize)
-        .setLabels(createPipelineParameters.labels.asJavaMap)
+        .setLabels(createPipelineParameters.googleLabels.map(label => label.key -> label.value).toMap.asJava)
         .setNetwork(network)
         .setAccelerators(accelerators)
 
@@ -139,7 +139,7 @@ case class GenomicsFactory(applicationName: String, authMode: GoogleAuthMode, en
 
       val pipelineRequest = new RunPipelineRequest()
         .setPipeline(pipeline)
-        .setLabels(createPipelineParameters.labels.asJavaMap)
+        .setLabels(createPipelineParameters.googleLabels.map(label => label.key -> label.value).toMap.asJava)
 
       genomics.pipelines().run(pipelineRequest).buildHttpRequest()
     }

From b07a0b744f778d8954a306e744fc8bbc3e221cd3 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Mon, 22 Apr 2019 12:18:55 -0400
Subject: [PATCH 04/46] Add a test asserting that empty filenames are handled
 (#4845)

---
 .../standardTestCases/empty_filename.test     | 14 +++++++++++++
 .../empty_filename/empty_filename.wdl         | 21 +++++++++++++++++++
 .../empty_filename/oops.inputs.json           |  3 +++
 3 files changed, 38 insertions(+)
 create mode 100644 centaur/src/main/resources/standardTestCases/empty_filename.test
 create mode 100644 centaur/src/main/resources/standardTestCases/empty_filename/empty_filename.wdl
 create mode 100644 centaur/src/main/resources/standardTestCases/empty_filename/oops.inputs.json

diff --git a/centaur/src/main/resources/standardTestCases/empty_filename.test b/centaur/src/main/resources/standardTestCases/empty_filename.test
new file mode 100644
index 00000000000..842f4c0061c
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/empty_filename.test
@@ -0,0 +1,14 @@
+name: empty_filename
+testFormat: workflowfailure
+
+
+files {
+  workflow: empty_filename/empty_filename.wdl
+  inputs: empty_filename/oops.inputs.json
+}
+
+metadata {
+  status: Failed
+  "failures.0.message": "Workflow input processing failed"
+  "failures.0.causedBy.0.message": "Invalid value for File input 'file': empty value"
+}
diff --git a/centaur/src/main/resources/standardTestCases/empty_filename/empty_filename.wdl b/centaur/src/main/resources/standardTestCases/empty_filename/empty_filename.wdl
new file mode 100644
index 00000000000..15f2ea0515c
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/empty_filename/empty_filename.wdl
@@ -0,0 +1,21 @@
+version 1.0
+
+workflow empty_filename {
+  input {
+    File file
+  }
+
+  call use_file { input: file = file }
+}
+
+task use_file {
+  input {
+    File file
+  }
+  command <<<
+    cat ~{file}
+  >>>
+  output {
+    String content = read_string(stdout())
+  }
+}
diff --git a/centaur/src/main/resources/standardTestCases/empty_filename/oops.inputs.json b/centaur/src/main/resources/standardTestCases/empty_filename/oops.inputs.json
new file mode 100644
index 00000000000..7f075d61962
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/empty_filename/oops.inputs.json
@@ -0,0 +1,3 @@
+{
+  "empty_filename.file": ""
+}

From ac52ba999eb5f8c72b3eed26c2de0de1b5de5944 Mon Sep 17 00:00:00 2001
From: Adam Nichols <aednichols@gmail.com>
Date: Mon, 22 Apr 2019 14:20:42 -0400
Subject: [PATCH 05/46] [develop] Fix AWS "filename too long" (#4858)

---
 .../src/main/java/org/lerch/s3fs/S3Channel.java | 17 +++++++++++++++++
 .../main/java/org/lerch/s3fs/S3FileChannel.java |  4 ++--
 .../org/lerch/s3fs/S3SeekableByteChannel.java   |  4 ++--
 src/ci/bin/testCentaurAws.sh                    |  1 -
 4 files changed, 21 insertions(+), 5 deletions(-)
 create mode 100644 filesystems/s3/src/main/java/org/lerch/s3fs/S3Channel.java

diff --git a/filesystems/s3/src/main/java/org/lerch/s3fs/S3Channel.java b/filesystems/s3/src/main/java/org/lerch/s3fs/S3Channel.java
new file mode 100644
index 00000000000..7276c5dacd7
--- /dev/null
+++ b/filesystems/s3/src/main/java/org/lerch/s3fs/S3Channel.java
@@ -0,0 +1,17 @@
+package org.lerch.s3fs;
+
+import java.io.IOException;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+public interface S3Channel {
+    /**
+     * Create a temporary place for the S3 file on the local filesystem, with the s3 filename mixed in
+     * e.g. "/tmp/script-tempSuffix"
+     * @param path S3 path to create a file for
+     * @return Path on the local filesystem to the temporary file that was created
+     */
+    default Path createTempFile(S3Path path) throws IOException {
+        return Files.createTempFile(path.getFileName().toString(), "");
+    }
+}
diff --git a/filesystems/s3/src/main/java/org/lerch/s3fs/S3FileChannel.java b/filesystems/s3/src/main/java/org/lerch/s3fs/S3FileChannel.java
index 7c74aeebaa9..c9c39999bb9 100644
--- a/filesystems/s3/src/main/java/org/lerch/s3fs/S3FileChannel.java
+++ b/filesystems/s3/src/main/java/org/lerch/s3fs/S3FileChannel.java
@@ -23,7 +23,7 @@
 
 import static java.lang.String.format;
 
-public class S3FileChannel extends FileChannel {
+public class S3FileChannel extends FileChannel implements S3Channel {
 
     private S3Path path;
     private Set<? extends OpenOption> options;
@@ -42,7 +42,7 @@ else if (!exists && !this.options.contains(StandardOpenOption.CREATE_NEW) &&
                 !this.options.contains(StandardOpenOption.CREATE))
             throw new NoSuchFileException(format("target not exists: %s", path));
 
-        tempFile = Files.createTempFile("temp-s3-", key.replaceAll("/", "_"));
+        tempFile = createTempFile(path);
         boolean removeTempFile = true;
         try {
             if (exists) {
diff --git a/filesystems/s3/src/main/java/org/lerch/s3fs/S3SeekableByteChannel.java b/filesystems/s3/src/main/java/org/lerch/s3fs/S3SeekableByteChannel.java
index 952de8e494b..f5de0aba192 100644
--- a/filesystems/s3/src/main/java/org/lerch/s3fs/S3SeekableByteChannel.java
+++ b/filesystems/s3/src/main/java/org/lerch/s3fs/S3SeekableByteChannel.java
@@ -23,7 +23,7 @@
 import software.amazon.awssdk.services.s3.model.PutObjectRequest;
 import software.amazon.awssdk.services.s3.model.S3Object;
 
-public class S3SeekableByteChannel implements SeekableByteChannel {
+public class S3SeekableByteChannel implements SeekableByteChannel, S3Channel {
 
     private S3Path path;
     private Set<? extends OpenOption> options;
@@ -49,7 +49,7 @@ else if (!exists && !this.options.contains(StandardOpenOption.CREATE_NEW) &&
                 !this.options.contains(StandardOpenOption.CREATE))
             throw new NoSuchFileException(format("target not exists: %s", path));
 
-        tempFile = Files.createTempFile("temp-s3-", key.replaceAll("/", "_"));
+        tempFile = createTempFile(path);
         boolean removeTempFile = true;
         try {
             if (exists) {
diff --git a/src/ci/bin/testCentaurAws.sh b/src/ci/bin/testCentaurAws.sh
index 876461de02d..e29dac21c7c 100755
--- a/src/ci/bin/testCentaurAws.sh
+++ b/src/ci/bin/testCentaurAws.sh
@@ -48,7 +48,6 @@ cromwell::build::run_centaur \
     -e draft3_optional_input_from_scatter \
     -e iwdr_input_string \
     -e globbingindex \
-    -e file_name_too_long \
     -e cwl_cache_between_workflows \
     -e abort.scheduled_abort \
     -e cwl_cache_within_workflow \

From 4db113ca8dc5449c804cf9a6792f09ca2667c82a Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Mon, 22 Apr 2019 14:22:09 -0400
Subject: [PATCH 06/46] Fix (#4853)

---
 .../main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
index 854f2d3ed7b..66dae71feaa 100644
--- a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
+++ b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/AwsBatchJob.scala
@@ -37,6 +37,7 @@ import cats.data.Kleisli._
 import cats.data.ReaderT._
 import cats.implicits._
 
+import cromwell.core.ExecutionIndex._
 import scala.language.higherKinds
 import cats.effect.{Async, Timer}
 import software.amazon.awssdk.services.batch.BatchClient
@@ -131,9 +132,9 @@ final case class AwsBatchJob(jobDescriptor: BackendJobDescriptor, // WDL/CWL
     val taskId = jobDescriptor.key.call.fullyQualifiedName + "-" + jobDescriptor.key.index + "-" + jobDescriptor.key.attempt
     val workflow = jobDescriptor.workflowDescriptor
     val uniquePath = workflow.callable.name + "/" +
-                     jobDescriptor.taskCall.callable.name + "/" +
+                     jobDescriptor.taskCall.localName + "/" +
                      workflow.id + "/" +
-                     jobDescriptor.key.index + "/" +
+                     jobDescriptor.key.index.fromIndex + "/" +
                      jobDescriptor.key.attempt
     Log.info(s"""Submitting job to AWS Batch""")
     Log.info(s"""dockerImage: ${runtimeAttributes.dockerImage}""")
@@ -158,7 +159,7 @@ final case class AwsBatchJob(jobDescriptor: BackendJobDescriptor, // WDL/CWL
         }).compile.last.map(_.get)) //if successful there is guaranteed to be a value emitted, hence we can .get this option
     }
 
-    (createDefinition[F](s"""${workflow.callable.name}-${jobDescriptor.taskCall.callable.name}""", uniquePath) product Kleisli.ask[F, AwsBatchAttributes]).
+    (createDefinition[F](s"""${workflow.callable.name}-${jobDescriptor.taskCall.localName}""", uniquePath) product Kleisli.ask[F, AwsBatchAttributes]).
       flatMap((callClient _).tupled)
   }
 

From bfc47bbaa72df22ee5e831642c39520c8ae2504e Mon Sep 17 00:00:00 2001
From: Dan Tenenbaum <dtenenba@fhcrc.org>
Date: Mon, 22 Apr 2019 11:22:50 -0700
Subject: [PATCH 07/46] Fix syntax of docker build command (#4868)

---
 docs/developers/Building.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/developers/Building.md b/docs/developers/Building.md
index 6a7bb2d6530..6143f9e18b7 100644
--- a/docs/developers/Building.md
+++ b/docs/developers/Building.md
@@ -11,7 +11,7 @@ features or fixes, the following are required to build Cromwell from source:
 You can also use the [development image](https://github.com/broadinstitute/cromwell/tree/develop/scripts/docker-develop), and build a development container to work inside:
 
 ```bash
-$ docker build -t cromwell-dev Dockerfile
+$ docker build -t cromwell-dev .
 $ docker run -it cromwell-dev bash
 ```
 

From 0ce4f55bd9cccb33c23e38f4a93289bffd0522aa Mon Sep 17 00:00:00 2001
From: Ruchi <rmunshi@broadinstitute.org>
Date: Mon, 22 Apr 2019 21:54:17 -0400
Subject: [PATCH 08/46] docker compatibility for AWS Batch (#4865)

---
 docs/cromwell_features/CallCaching.md | 11 ++++++-----
 1 file changed, 6 insertions(+), 5 deletions(-)

diff --git a/docs/cromwell_features/CallCaching.md b/docs/cromwell_features/CallCaching.md
index 8f348ff8d63..d65f1ffec41 100644
--- a/docs/cromwell_features/CallCaching.md
+++ b/docs/cromwell_features/CallCaching.md
@@ -123,11 +123,12 @@ Cromwell provides two methods to lookup a Docker hash from a Docker tag:
     
     Docker registry and access levels supported by Cromwell for docker digest lookup in "remote" mode:
     
-    |       |       DockerHub    ||       GCR       ||
-    |:-----:|:---------:|:-------:|:------:|:-------:|
-    |       |   Public  | Private | Public | Private |
-    | Pipelines API  |     X     |    X    |    X   |    X    |
-    | Other |     X     |         |    X   |         |
+    |       |       DockerHub    ||       GCR       ||       ECR       ||
+    |:-----:|:---------:|:-------:|:------:|:-------:|:------:|:-------:|
+    |       |   Public  | Private | Public | Private | Public | Private |
+    | Pipelines API  |     X     |    X    |    X   |    X    |         |         |
+    | AWS Batch |    X    |        |         |         |         |         |
+    | Other |     X     |         |    X   |         |         |         |
     
 **Runtime Attributes**
 

From 6a0fb75fb709754d01bc56d859593ba91294d940 Mon Sep 17 00:00:00 2001
From: Ruben Vorderman <r.h.p.vorderman@lumc.nl>
Date: Tue, 23 Apr 2019 17:15:27 +0200
Subject: [PATCH 09/46] More explanation in the centaur docs (#4827)

---
 docs/developers/Building.md |  3 +++
 docs/developers/Centaur.md  | 36 ++++++++++++++++++++++++++++++++----
 2 files changed, 35 insertions(+), 4 deletions(-)

diff --git a/docs/developers/Building.md b/docs/developers/Building.md
index 6143f9e18b7..b9b44e10840 100644
--- a/docs/developers/Building.md
+++ b/docs/developers/Building.md
@@ -35,6 +35,9 @@ Finally build the Cromwell jar:
 $ sbt assembly
 ```
 
+NOTE: This command will run for a long time the first time.  
+NOTE: Compiling will not succeed on directories encrypted with ecryptfs (ubuntu encrypted home dirs for example), due to long file paths.
+
 `sbt assembly` will build the runnable Cromwell JAR in `server/target/scala-2.12/` with a name like `cromwell-<VERSION>.jar`.
 
 To build a [Docker](https://www.docker.com/) image, run:
diff --git a/docs/developers/Centaur.md b/docs/developers/Centaur.md
index 5d7a3539d34..422b2bf96e2 100644
--- a/docs/developers/Centaur.md
+++ b/docs/developers/Centaur.md
@@ -2,7 +2,13 @@ Centaur is an integration testing suite for the [Cromwell](http://github.com/bro
 
 ## Prerequisites
 
-Centaur expects to find a Cromwell server properly configured and running in server mode, listening on port 8000.  This can be configured by modifying the `cromwellUrl` parameter in `application.conf`.
+Centaur expects to find a Cromwell server properly configured and running in server mode, listening on port 8000.  
+This can be configured by modifying the `cromwellUrl` parameter in `application.conf`.
+
+You can get a build of your current cromwell code with [these instructions](Building.md).
+The server can be run with `java -jar <Cromwell JAR> server`, checkout [this page](../CommandLine.md) 
+for more detailed instructions. 
+You can now run the tests from another terminal.
 
 ## Running
 
@@ -46,7 +52,7 @@ centaur {
 Each test case file is a HOCON file with the following structure:
 ```
 name: NAME  // Required: Name of the test
-testFormat: TESTFORMAT // Required: One of WorkflowSuccessTest, WorkflowFailureTest
+testFormat: TESTFORMAT // Required: One of WorkflowSuccessTest, WorkflowFailureTest, runtwiceexpectingcallcaching
 backends: [BACKENDNAME1, BACKENDNAME2, ...] // Optional list of backends. If supplied, this test will be ignored if these backends are not supported by the Cromwell server
 basePath: /an/optional/field  // Optional, location for the files {} entries to be found relative to
 tags: [ "any", "custom", "tags" ]  // Optional, a set of custom tags to apply to this test
@@ -62,6 +68,17 @@ files {
 metadata {
   fully.qualified.key.name1: VALUE1
   fully.qualified.key.name2: VALUE2
+  // Examples:
+  // failures is a list, the first entry (0) might be the error you are looking for. If multiple errors are expected the entire list can be checked. 
+  // It has a "message" and a "causedBy" field.
+  "failures.0.message": "Cromwell senses you did not use WomTool validate."
+  "failures.0.causedBy": "BetweenKeyboardAndChairException"
+}
+
+filesystemcheck: "local" // possible values: "local", "gcs". Used in conjunction with outputExpectations to define files we expect to exist after running this workflow.
+outputExpectations: {
+    "/path/to/my/output/file1": 1
+    "/path/to/file/that/should/not/exist": 0
 }
 ```
 
@@ -74,5 +91,16 @@ The `testFormat` field can be one of the following, case insensitive:
 * `workflowfailure`: The workflow being supplied is expected to fail
 
 The `metadata` is optional. If supplied, Centaur will retrieve the metadata from the successfully completed workflow and compare the values retrieved to those supplied. At the moment the only fields supported are strings, numbers and booleans.
-For any metadata values which require workflow ID (i.e, file paths), use <\<UUID>> as a placeholder instead. For example:
-* "calls.hello.hello.stdout": "gs://google-project/jes/root/wdl/<\<UUID>>/call-task/task-stdout.log"
\ No newline at end of file
+
+You can find which metadata is recorded by running a workflow ```java -jar <Cromwell JAR> run -m metadata.json my_workflow.wdl```.
+This will save the metadata in `metadata.json`.
+
+For any metadata values or outputExpectations which require workflow ID (i.e, file paths), use `<<UUID>>` as a placeholder instead. For example:
+* `"calls.hello.hello.stdout": "gs://google-project/jes/root/wdl/<<UUID>>/call-task/task-stdout.log"`
+
+In case the absolute path the cromwell root is used (for example: `/home/my_user/projects/cromwell/cromwell-executions`)
+ you can use `<<WORKFLOW_ROOT>>` as a replacement. 
+* `"calls.hello.hello.exit_code": "<<WORKFLOW_ROOT>>/call-hello/execution/exit_code"`
+
+In case testing of the caching is required `<<CACHE_HIT_UUID>>` can be used. 
+The testFormat should be `runtwiceexpectingcallcaching`.

From ae3d37d0b5857a4a0d1c96edcbe840aa7b246eb8 Mon Sep 17 00:00:00 2001
From: mcovarr <mcovarr@users.noreply.github.com>
Date: Tue, 23 Apr 2019 18:24:07 -0400
Subject: [PATCH 10/46] Mlc fix horicromtal engine upgrade (#4883)

Fix horizontal engine upgrade test.
---
 .../docker-compose-horicromtal.yml                     |  2 ++
 .../bin/testCentaurHoricromtalEngineUpgradePapiV2.sh   |  9 +++++++--
 src/ci/bin/testCentaurHoricromtalPapiV2.sh             |  2 +-
 src/ci/resources/horicromtal_application.conf          | 10 ----------
 4 files changed, 10 insertions(+), 13 deletions(-)
 delete mode 100644 src/ci/resources/horicromtal_application.conf

diff --git a/scripts/docker-compose-mysql/docker-compose-horicromtal.yml b/scripts/docker-compose-mysql/docker-compose-horicromtal.yml
index c526ce76d25..8a2992e57ef 100644
--- a/scripts/docker-compose-mysql/docker-compose-horicromtal.yml
+++ b/scripts/docker-compose-mysql/docker-compose-horicromtal.yml
@@ -24,6 +24,7 @@ services:
     environment:
       - JAVA_OPTS=-Dconfig.file=${CROMWELL_BUILD_RESOURCES_DIRECTORY}/${CROMWELL_CONFIG} -Dwebservice.port=8000 -Dsystem.max-workflow-launch-count=1 -Dsystem.new-workflow-poll-rate=10 -Dsystem.max-concurrent-workflows=30
       - CROMWELL_BUILD_RESOURCES_DIRECTORY=${CROMWELL_BUILD_ROOT_DIRECTORY}/target/ci/resources
+      - CROMWELL_BUILD_MYSQL_USERNAME=${CROMWELL_BUILD_MYSQL_USERNAME}
     healthcheck:
       test: ["CMD", "curl", "-f", "http://localhost:8000"]
       interval: 2s
@@ -43,3 +44,4 @@ services:
     environment:
       - JAVA_OPTS=-Dconfig.file=${CROMWELL_BUILD_RESOURCES_DIRECTORY}/${CROMWELL_CONFIG} -Dwebservice.port=8008 -Dsystem.max-workflow-launch-count=1 -Dsystem.new-workflow-poll-rate=10 -Dsystem.max-concurrent-workflows=30 -Dservices.MetadataService.config.metadata-summary-refresh-interval=Inf
       - CROMWELL_BUILD_RESOURCES_DIRECTORY=${CROMWELL_BUILD_ROOT_DIRECTORY}/target/ci/resources
+      - CROMWELL_BUILD_MYSQL_USERNAME=${CROMWELL_BUILD_MYSQL_USERNAME}
diff --git a/src/ci/bin/testCentaurHoricromtalEngineUpgradePapiV2.sh b/src/ci/bin/testCentaurHoricromtalEngineUpgradePapiV2.sh
index 48c23653bdd..d21d2c2c992 100755
--- a/src/ci/bin/testCentaurHoricromtalEngineUpgradePapiV2.sh
+++ b/src/ci/bin/testCentaurHoricromtalEngineUpgradePapiV2.sh
@@ -11,11 +11,16 @@ if [ "${CROMWELL_BUILD_PROVIDER}" = "${CROMWELL_BUILD_PROVIDER_TRAVIS}" ] && [ -
 
   prior_version=$(cromwell::private::calculate_prior_version_tag)
   export TEST_CROMWELL_PRIOR_VERSION_TAG="${prior_version}"
-  export TEST_CROMWELL_PRIOR_VERSION_CONF="papi_v2_${prior_version}_application.conf"
+  WOULD_BE_PRIOR_VERSION_CONF="papi_v2_${prior_version}_application.conf"
+  if [[ -f "$CROMWELL_BUILD_RESOURCES_DIRECTORY/$WOULD_BE_PRIOR_VERSION_CONF" ]]; then
+    export TEST_CROMWELL_PRIOR_VERSION_CONF="$WOULD_BE_PRIOR_VERSION_CONF"
+  else
+    export TEST_CROMWELL_PRIOR_VERSION_CONF="papi_v2_application.conf"
+  fi
   # This is the Docker tag that will be applied to the Docker image that is created for the code being built. This image
   # will *not* be pushed to Docker Hub or any other repo, it only lives local to the build.
   export TEST_CROMWELL_TAG=just-testing-horicromtal
-  export TEST_CROMWELL_CONF=horicromtal_application.conf
+  export TEST_CROMWELL_CONF="papi_v2_application.conf"
   export CROMWELL_BUILD_MYSQL_USERNAME=travis
 
   cromwell::build::setup_centaur_environment
diff --git a/src/ci/bin/testCentaurHoricromtalPapiV2.sh b/src/ci/bin/testCentaurHoricromtalPapiV2.sh
index e8f53b322d0..256a1711dc7 100755
--- a/src/ci/bin/testCentaurHoricromtalPapiV2.sh
+++ b/src/ci/bin/testCentaurHoricromtalPapiV2.sh
@@ -9,7 +9,7 @@ source "${BASH_SOURCE%/*}/test.inc.sh" || source test.inc.sh
 # Setting these variables should cause the associated config values to be rendered into centaur_application_horicromtal.conf
 # There should probably be more indirections in CI scripts but that can wait.
 export TEST_CROMWELL_TAG=just-testing-horicromtal
-export TEST_CROMWELL_CONF=horicromtal_application.conf
+export TEST_CROMWELL_CONF=papi_v2_application.conf
 export CROMWELL_BUILD_MYSQL_USERNAME=travis
 
 cromwell::build::setup_common_environment
diff --git a/src/ci/resources/horicromtal_application.conf b/src/ci/resources/horicromtal_application.conf
deleted file mode 100644
index c8c0c880589..00000000000
--- a/src/ci/resources/horicromtal_application.conf
+++ /dev/null
@@ -1,10 +0,0 @@
-include required("papi_v2_application.conf")
-
-database {
-  db.url = "jdbc:mysql://localhost:3306/cromwell_test?useSSL=false&rewriteBatchedStatements=true"
-  db.user = "travis"
-  db.password = ""
-  db.driver = "com.mysql.cj.jdbc.Driver"
-  profile = "slick.jdbc.MySQLProfile$"
-  db.connectionTimeout = 15000
-}

From edf5edcbfef19485f5f703d7710871f9b2eecf6a Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Tue, 23 Apr 2019 21:05:33 -0400
Subject: [PATCH 11/46] Don't pass on Sam Conflict

---
 .../main/scala/cromiam/sam/SamClient.scala    |  10 +-
 .../scala/cromiam/sam/SamClientSpec.scala     | 145 +++++++++++++-----
 .../cromiam/webservice/MockClients.scala      |  86 ++++++-----
 .../cromiam/webservice/QuerySupportSpec.scala |   5 +-
 .../webservice/SubmissionSupportSpec.scala    |  15 +-
 5 files changed, 175 insertions(+), 86 deletions(-)

diff --git a/CromIAM/src/main/scala/cromiam/sam/SamClient.scala b/CromIAM/src/main/scala/cromiam/sam/SamClient.scala
index 1317fafd385..7593a82012d 100644
--- a/CromIAM/src/main/scala/cromiam/sam/SamClient.scala
+++ b/CromIAM/src/main/scala/cromiam/sam/SamClient.scala
@@ -136,15 +136,17 @@ class SamClient(scheme: String,
     val createCollection = registerCreation(user, collection, cromIamRequest)
 
     createCollection flatMap {
-      case r if r.status == StatusCodes.Conflict => requestAuth(CollectionAuthorizationRequest(user, collection, "add"), cromIamRequest)
       case r if r.status == StatusCodes.NoContent => Monad[FailureResponseOrT].unit
       case r => FailureResponseOrT[IO, HttpResponse, Unit](IO.raiseError(SamRegisterCollectionException(r.status)))
+    } recoverWith {
+      case r if r.status == StatusCodes.Conflict => requestAuth(CollectionAuthorizationRequest(user, collection, "add"), cromIamRequest)
+      case r => FailureResponseOrT[IO, HttpResponse, Unit](IO.raiseError(SamRegisterCollectionException(r.status)))
     }
   }
 
-  private def registerCreation(user: User,
-                               collection: Collection,
-                               cromIamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
+  protected def registerCreation(user: User,
+                                 collection: Collection,
+                                 cromIamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
     val request = HttpRequest(method = HttpMethods.POST, uri = samRegisterUri(collection), headers = List[HttpHeader](user.authorization))
 
     instrumentRequest(
diff --git a/CromIAM/src/test/scala/cromiam/sam/SamClientSpec.scala b/CromIAM/src/test/scala/cromiam/sam/SamClientSpec.scala
index d8ea828a98a..50c6963d4c2 100644
--- a/CromIAM/src/test/scala/cromiam/sam/SamClientSpec.scala
+++ b/CromIAM/src/test/scala/cromiam/sam/SamClientSpec.scala
@@ -4,37 +4,40 @@ import akka.actor.ActorSystem
 import akka.http.scaladsl.model.headers.{Authorization, OAuth2BearerToken}
 import akka.http.scaladsl.model.{HttpEntity, HttpRequest, HttpResponse, StatusCodes}
 import akka.stream.ActorMaterializer
+import cats.Monad
 import cromiam.auth.{Collection, User}
 import cromiam.sam.SamClient.{CollectionAuthorizationRequest, SamDenialException, SamRegisterCollectionException}
-import cromiam.webservice.MockSamClient
+import cromiam.webservice.MockSamClient._
+import cromiam.webservice._
+import cromwell.api.CromwellClient.UnsuccessfulRequestException
 import cromwell.api.model._
 import org.broadinstitute.dsde.workbench.model.WorkbenchUserId
-import org.scalatest.EitherValues._
 import org.scalatest.{AsyncFlatSpec, BeforeAndAfterAll, Matchers}
+import org.specs2.mock.Mockito
 
 import scala.concurrent.ExecutionContextExecutor
 
-class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll  {
+class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll with Mockito {
 
   implicit val actorSystem: ActorSystem = ActorSystem("SamClientSpec")
   implicit val ece: ExecutionContextExecutor = actorSystem.dispatcher
   implicit val materializer: ActorMaterializer = ActorMaterializer()
 
-  val samClient = new MockSamClient()
-  val samClientNoWhitelist = new MockSamClient(checkSubmitWhitelist = false)
-  val expectedErrorMessage = "expected error"
-  val expectedErrorResponse = HttpResponse(StatusCodes.InternalServerError, entity = HttpEntity(expectedErrorMessage))
-  val samClientWithError = new MockSamClient(samResponseOption = Option(expectedErrorResponse))
+  private val expectedErrorResponse =
+    HttpResponse(StatusCodes.InternalServerError, entity = HttpEntity("expected error"))
 
   val authorization = Authorization(OAuth2BearerToken("my-token"))
-  val authorizedUserWithCollection: User = User(WorkbenchUserId(samClient.authorizedUserCollectionStr), authorization)
-  val unauthorizedUserWithNoCollection: User = User(WorkbenchUserId(samClient.unauthorizedUserCollectionStr), authorization)
-  val notWhitelistedUser: User = User(WorkbenchUserId(samClient.notWhitelistedUser), authorization)
-
-  val authorizedCollection: Collection = Collection(samClient.authorizedUserCollectionStr)
-  val unauthorizedCollection: Collection = Collection(samClient.unauthorizedUserCollectionStr)
-  val authorizedCollectionRequest: CollectionAuthorizationRequest = CollectionAuthorizationRequest(authorizedUserWithCollection, authorizedCollection, "add")
-  val unauthorizedCollectionRequest: CollectionAuthorizationRequest = CollectionAuthorizationRequest(unauthorizedUserWithNoCollection, unauthorizedCollection, "add")
+  val authorizedUserWithCollection = User(WorkbenchUserId(MockSamClient.AuthorizedUserCollectionStr), authorization)
+  val unauthorizedUserWithNoCollection =
+    User(WorkbenchUserId(MockSamClient.UnauthorizedUserCollectionStr), authorization)
+  val notWhitelistedUser = User(WorkbenchUserId(MockSamClient.NotWhitelistedUser), authorization)
+
+  val authorizedCollection = Collection(MockSamClient.AuthorizedUserCollectionStr)
+  val unauthorizedCollection = Collection(MockSamClient.UnauthorizedUserCollectionStr)
+  val authorizedCollectionRequest =
+    CollectionAuthorizationRequest(authorizedUserWithCollection, authorizedCollection, "add")
+  val unauthorizedCollectionRequest =
+    CollectionAuthorizationRequest(unauthorizedUserWithNoCollection, unauthorizedCollection, "add")
 
   val emptyHttpRequest: HttpRequest = HttpRequest()
 
@@ -46,28 +49,37 @@ class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll
 
   behavior of "SamClient"
   it should "return true if user is whitelisted" in {
+    val samClient = new MockSamClient()
     samClient.isSubmitWhitelisted(authorizedUserWithCollection, emptyHttpRequest).map(v => assert(v))
       .asIo.unsafeToFuture()
   }
 
   it should "return false if user is not whitelisted" in {
+    val samClient = new MockSamClient()
     samClient.isSubmitWhitelisted(notWhitelistedUser, emptyHttpRequest).map(v => assert(!v))
       .asIo.unsafeToFuture()
   }
 
   it should "return sam errors while checking is whitelisted" in {
-    samClientWithError.isSubmitWhitelisted(notWhitelistedUser, emptyHttpRequest).value.unsafeToFuture() map {
-      _.left.value should be(expectedErrorResponse)
+    val samClient = new MockSamClient() {
+      override def isSubmitWhitelistedSam(user: User, cromiamRequest: HttpRequest): FailureResponseOrT[Boolean] = {
+        MockSamClient.returnResponse(expectedErrorResponse)
+      }
+    }
+    samClient.isSubmitWhitelisted(notWhitelistedUser, emptyHttpRequest).value.unsafeToFuture() map {
+      _ should be(Left(expectedErrorResponse))
     }
   }
 
   it should "eventually return the collection(s) of user" in {
+    val samClient = new MockSamClient()
     samClient.collectionsForUser(authorizedUserWithCollection, emptyHttpRequest).map(collectionList =>
-      assert(collectionList == samClient.userCollectionList)
+      assert(collectionList == MockSamClient.UserCollectionList)
     ).asIo.unsafeToFuture()
   }
 
   it should "fail if user doesn't have any collections" in {
+    val samClient = new MockSamClient()
     recoverToExceptionIf[Exception] {
       samClient.collectionsForUser(unauthorizedUserWithNoCollection, emptyHttpRequest)
         .asIo.unsafeToFuture()
@@ -76,19 +88,14 @@ class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll
     )
   }
 
-  it should "return sam errors while checking collections" in {
-    samClientWithError.collectionsForUser(unauthorizedUserWithNoCollection, emptyHttpRequest)
-      .value.unsafeToFuture() map {
-      _.left.value should be(expectedErrorResponse)
-    }
-  }
-
   it should "return true if user is authorized to perform action on collection" in {
+    val samClient = new MockSamClient()
     samClient.requestAuth(authorizedCollectionRequest, emptyHttpRequest).map(_ => succeed)
       .asIo.unsafeToFuture()
   }
 
   it should "throw SamDenialException if user is not authorized to perform action on collection" in {
+    val samClient = new MockSamClient()
     recoverToExceptionIf[SamDenialException] {
       samClient.requestAuth(unauthorizedCollectionRequest, emptyHttpRequest)
         .asIo.unsafeToFuture()
@@ -97,18 +104,14 @@ class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll
     }
   }
 
-  it should "return sam errors while checking if user is authorized" in {
-    samClientWithError.requestAuth(authorizedCollectionRequest, emptyHttpRequest).value.unsafeToFuture() map {
-      _.left.value should be(expectedErrorResponse)
-    }
-  }
-
   it should "register collection to Sam if user has authorization to create/add to collection" in {
+    val samClient = new MockSamClient()
     samClient.requestSubmission(authorizedUserWithCollection, authorizedCollection, emptyHttpRequest).map(_ => succeed)
       .asIo.unsafeToFuture()
   }
 
   it should "throw SamRegisterCollectionException if user doesn't have authorization to create/add to collection" in {
+    val samClient = new MockSamClient()
     recoverToExceptionIf[SamRegisterCollectionException] {
       samClient.requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest).map(_ => succeed)
         .asIo.unsafeToFuture()
@@ -117,10 +120,80 @@ class SamClientSpec extends AsyncFlatSpec with Matchers with BeforeAndAfterAll
     }
   }
 
-  it should "return sam errors while checking user authorization" in {
-    samClientWithError.requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest)
-      .value.unsafeToFuture() map {
-      _.left.value should be(expectedErrorResponse)
+  it should "add the user when create returns a conflict" in {
+    val samClient = new BaseMockSamClient() {
+      override protected def registerCreation(user: User,
+                                              collection: Collection,
+                                              cromiamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
+        val conflictResponse = HttpResponse(StatusCodes.Conflict, entity = HttpEntity("expected conflict"))
+        returnResponse(conflictResponse)
+      }
+
+      override def requestAuth(authorizationRequest: CollectionAuthorizationRequest,
+                               cromiamRequest: HttpRequest): FailureResponseOrT[Unit] = {
+        Monad[FailureResponseOrT].unit
+      }
+    }
+    samClient
+      .requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest)
+      .map(_ => succeed)
+      .asIo
+      .unsafeToFuture()
+  }
+
+  it should "fail to add the user when create returns a conflict but then adding returns an error" in {
+    val samClient = new BaseMockSamClient() {
+      override protected def registerCreation(user: User,
+                                              collection: Collection,
+                                              cromiamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
+        val conflictResponse = HttpResponse(StatusCodes.Conflict, entity = HttpEntity("expected conflict"))
+        returnResponse(conflictResponse)
+      }
+
+      override def requestAuth(authorizationRequest: CollectionAuthorizationRequest,
+                               cromiamRequest: HttpRequest): FailureResponseOrT[Unit] = {
+        returnResponse(expectedErrorResponse)
+      }
+    }
+    recoverToExceptionIf[UnsuccessfulRequestException] {
+      samClient.requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest)
+        .asIo.unsafeToFuture()
+    } map { exception =>
+      assert(exception.getMessage == "expected error")
+    }
+  }
+
+  it should "fail to add the user when create returns an unexpected successful response" in {
+    val samClient = new BaseMockSamClient() {
+      override protected def registerCreation(user: User,
+                                              collection: Collection,
+                                              cromiamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
+        val unexpectedOkResponse = HttpResponse(StatusCodes.OK, entity = HttpEntity("elided ok message"))
+        returnResponse(unexpectedOkResponse)
+      }
+    }
+    recoverToExceptionIf[SamRegisterCollectionException] {
+      samClient.requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest)
+        .asIo.unsafeToFuture()
+    } map { exception =>
+      exception.getMessage should be("Can't register collection with Sam. Status code: 200 OK")
+    }
+  }
+
+  it should "fail to add the user when create returns an unexpected failure response" in {
+    val samClient = new BaseMockSamClient() {
+      override protected def registerCreation(user: User,
+                                              collection: Collection,
+                                              cromiamRequest: HttpRequest): FailureResponseOrT[HttpResponse] = {
+        val unexpectedFailureResponse = HttpResponse(StatusCodes.ImATeapot, entity = HttpEntity("elided error message"))
+        returnResponse(unexpectedFailureResponse)
+      }
+    }
+    recoverToExceptionIf[SamRegisterCollectionException] {
+      samClient.requestSubmission(unauthorizedUserWithNoCollection, unauthorizedCollection, emptyHttpRequest)
+        .asIo.unsafeToFuture()
+    } map { exception =>
+      exception.getMessage should be("Can't register collection with Sam. Status code: 418 I'm a teapot")
     }
   }
 }
diff --git a/CromIAM/src/test/scala/cromiam/webservice/MockClients.scala b/CromIAM/src/test/scala/cromiam/webservice/MockClients.scala
index 6bb5f65a247..3fb9689e5cc 100644
--- a/CromIAM/src/test/scala/cromiam/webservice/MockClients.scala
+++ b/CromIAM/src/test/scala/cromiam/webservice/MockClients.scala
@@ -5,11 +5,13 @@ import akka.event.NoLogging
 import akka.http.scaladsl.model.StatusCodes._
 import akka.http.scaladsl.model.{HttpRequest, HttpResponse, StatusCodes}
 import akka.stream.ActorMaterializer
+import cats.Monad
 import cats.effect.IO
 import cromiam.auth.{Collection, User}
 import cromiam.cromwell.CromwellClient
 import cromiam.sam.SamClient
 import cromiam.sam.SamClient.{CollectionAuthorizationRequest, SamDenialException, SamRegisterCollectionException}
+import cromiam.webservice.MockSamClient._
 import cromwell.api.model._
 
 import scala.concurrent.ExecutionContextExecutor
@@ -88,11 +90,13 @@ class MockCromwellClient()(implicit system: ActorSystem,
   }
 }
 
-class MockSamClient(checkSubmitWhitelist: Boolean = true,
-                    samResponseOption: Option[HttpResponse] = None)
+/**
+  * Overrides some values, but doesn't override methods.
+  */
+class BaseMockSamClient(checkSubmitWhitelist: Boolean = true)
                    (implicit system: ActorSystem,
-                      ece: ExecutionContextExecutor,
-                      materializer: ActorMaterializer)
+                    ece: ExecutionContextExecutor,
+                    materializer: ActorMaterializer)
   extends SamClient(
     "http",
     "bar",
@@ -100,61 +104,59 @@ class MockSamClient(checkSubmitWhitelist: Boolean = true,
     checkSubmitWhitelist,
     NoLogging,
     ActorRef.noSender
-  )(system, ece, materializer) {
-
-  val authorizedUserCollectionStr: String = "123456789"
-  val unauthorizedUserCollectionStr: String = "987654321"
-
-  val notWhitelistedUser: String = "ABC123"
+  )(system, ece, materializer)
 
-  val userCollectionList: List[Collection] = List(Collection("col1"), Collection("col2"))
+/**
+  * Extends the base mock client with overriden methods.
+  */
+class MockSamClient(checkSubmitWhitelist: Boolean = true)
+                   (implicit system: ActorSystem,
+                      ece: ExecutionContextExecutor,
+                      materializer: ActorMaterializer)
+  extends BaseMockSamClient(checkSubmitWhitelist) {
 
   override def collectionsForUser(user: User, httpRequest: HttpRequest): FailureResponseOrT[List[Collection]] = {
-    samResponseOption match {
-      case Some(samResponse) => FailureResponseOrT.left(IO.pure(samResponse))
-      case None =>
-        val userId = user.userId.value
-        if (userId.equalsIgnoreCase(unauthorizedUserCollectionStr)) {
-          val exception = new Exception(s"Unable to look up collections for user $userId!")
-          FailureResponseOrT.left(IO.raiseError[HttpResponse](exception))
-        } else {
-          FailureResponseOrT.pure(userCollectionList)
-        }
+    val userId = user.userId.value
+    if (userId.equalsIgnoreCase(UnauthorizedUserCollectionStr)) {
+      val exception = new Exception(s"Unable to look up collections for user $userId!")
+      FailureResponseOrT.left(IO.raiseError[HttpResponse](exception))
+    } else {
+      FailureResponseOrT.pure(UserCollectionList)
     }
   }
 
   override def requestSubmission(user: User,
                                  collection: Collection,
                                  cromIamRequest: HttpRequest): FailureResponseOrT[Unit] = {
-    samResponseOption match {
-      case Some(samResponse) => FailureResponseOrT.left(IO.pure(samResponse))
-      case None =>
-        collection match {
-          case c if c.name.equalsIgnoreCase(unauthorizedUserCollectionStr) =>
-            val exception = SamRegisterCollectionException(StatusCodes.BadRequest)
-            FailureResponseOrT.left(IO.raiseError[HttpResponse](exception))
-          case c if c.name.equalsIgnoreCase(authorizedUserCollectionStr) => FailureResponseOrT.pure(())
-          case _ => FailureResponseOrT.pure(())
-        }
+    collection match {
+      case c if c.name.equalsIgnoreCase(UnauthorizedUserCollectionStr) =>
+        val exception = SamRegisterCollectionException(StatusCodes.BadRequest)
+        FailureResponseOrT.left(IO.raiseError[HttpResponse](exception))
+      case c if c.name.equalsIgnoreCase(AuthorizedUserCollectionStr) => Monad[FailureResponseOrT].unit
+      case _ => Monad[FailureResponseOrT].unit
     }
   }
 
   override def isSubmitWhitelistedSam(user: User, cromIamRequest: HttpRequest): FailureResponseOrT[Boolean] = {
-    samResponseOption match {
-      case Some(samResponse) => FailureResponseOrT.left(IO.pure(samResponse))
-      case None => FailureResponseOrT.pure(!user.userId.value.equalsIgnoreCase(notWhitelistedUser))
-    }
+    FailureResponseOrT.pure(!user.userId.value.equalsIgnoreCase(NotWhitelistedUser))
   }
 
   override def requestAuth(authorizationRequest: CollectionAuthorizationRequest,
                            cromIamRequest: HttpRequest): FailureResponseOrT[Unit] = {
-    samResponseOption match {
-      case Some(samResponse) => FailureResponseOrT.left(IO(samResponse))
-      case None =>
-        authorizationRequest.user.userId.value match {
-          case `authorizedUserCollectionStr` => FailureResponseOrT.pure(())
-          case _ => FailureResponseOrT.left(IO.raiseError[HttpResponse](new SamDenialException))
-        }
+    authorizationRequest.user.userId.value match {
+      case AuthorizedUserCollectionStr => Monad[FailureResponseOrT].unit
+      case _ => FailureResponseOrT.left(IO.raiseError[HttpResponse](new SamDenialException))
     }
   }
 }
+
+object MockSamClient {
+  val AuthorizedUserCollectionStr: String = "123456789"
+  val UnauthorizedUserCollectionStr: String = "987654321"
+  val NotWhitelistedUser: String = "ABC123"
+  val UserCollectionList: List[Collection] = List(Collection("col1"), Collection("col2"))
+
+  def returnResponse[T](response: HttpResponse): FailureResponseOrT[T] = {
+    FailureResponseOrT.left(IO.pure(response))
+  }
+}
diff --git a/CromIAM/src/test/scala/cromiam/webservice/QuerySupportSpec.scala b/CromIAM/src/test/scala/cromiam/webservice/QuerySupportSpec.scala
index 6239081bd17..0d3362f5911 100644
--- a/CromIAM/src/test/scala/cromiam/webservice/QuerySupportSpec.scala
+++ b/CromIAM/src/test/scala/cromiam/webservice/QuerySupportSpec.scala
@@ -15,7 +15,10 @@ class QuerySupportSpec extends FlatSpec with Matchers with ScalatestRouteTest wi
   override val log: LoggingAdapter = NoLogging
 
   val authorization = Authorization(OAuth2BearerToken("my-token"))
-  val authHeaders: List[HttpHeader] = List(authorization, RawHeader("OIDC_CLAIM_user_id", samClient.authorizedUserCollectionStr))
+  val authHeaders: List[HttpHeader] = List(
+    authorization,
+    RawHeader("OIDC_CLAIM_user_id", MockSamClient.AuthorizedUserCollectionStr)
+  )
 
   val queryPath = "/api/workflows/v1/query"
   val getQuery = s"$queryPath?status=Submitted&label=foo:bar&label=foo:baz"
diff --git a/CromIAM/src/test/scala/cromiam/webservice/SubmissionSupportSpec.scala b/CromIAM/src/test/scala/cromiam/webservice/SubmissionSupportSpec.scala
index 4346cb905ff..6de4c4687e2 100644
--- a/CromIAM/src/test/scala/cromiam/webservice/SubmissionSupportSpec.scala
+++ b/CromIAM/src/test/scala/cromiam/webservice/SubmissionSupportSpec.scala
@@ -18,9 +18,18 @@ class SubmissionSupportSpec extends FlatSpec with Matchers with ScalatestRouteTe
   implicit val routeTestTimeout = new RouteTestTimeout(10.seconds.dilated)
 
   val authorization = Authorization(OAuth2BearerToken("my-token"))
-  val badAuthHeaders: List[HttpHeader] = List(authorization, RawHeader("OIDC_CLAIM_user_id", samClient.unauthorizedUserCollectionStr))
-  val goodAuthHeaders: List[HttpHeader] = List(authorization, RawHeader("OIDC_CLAIM_user_id", samClient.authorizedUserCollectionStr))
-  val notWhitelistedUserHeader: List[HttpHeader] = List(authorization, RawHeader("OIDC_CLAIM_user_id", samClient.notWhitelistedUser))
+  val badAuthHeaders: List[HttpHeader] = List(
+    authorization,
+    RawHeader("OIDC_CLAIM_user_id", MockSamClient.UnauthorizedUserCollectionStr)
+  )
+  val goodAuthHeaders: List[HttpHeader] = List(
+    authorization,
+    RawHeader("OIDC_CLAIM_user_id", MockSamClient.AuthorizedUserCollectionStr)
+  )
+  val notWhitelistedUserHeader: List[HttpHeader] = List(
+    authorization,
+    RawHeader("OIDC_CLAIM_user_id", MockSamClient.NotWhitelistedUser)
+  )
 
   val submitPath: String = "/api/workflows/v1"
 

From 821eb7f58455b225a90eebf2b48c28875927aeef Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Tue, 23 Apr 2019 21:38:13 -0400
Subject: [PATCH 12/46] Add config option to shutdown cromwell when unable to
 write heartbeats. - Additional wiring for the cromwell terminator. - Reduced
 duplicate calls to ConfigFactory.load(). - Increased ability to pass around
 test configs. - Provide names for more actors. - Instrument failures in batch
 actors. - Use the same heartbeat written to the database for internal
 success/failure tracking. - Removed code defaults that were not being used,
 as they were being overridden by the reference.conf.

---
 CHANGELOG.md                                  |  16 ++
 core/src/main/resources/reference.conf        |   1 +
 .../scala/cromwell/core/TestKitSuite.scala    |   8 +-
 .../slick/WorkflowStoreSlickDatabase.scala    |   4 +-
 .../sql/WorkflowStoreSqlDatabase.scala        |   2 +-
 docs/Configuring.md                           | 105 ++++++++-
 .../cromwell/engine/CromwellTerminator.scala  |  10 +
 .../workflow/SingleWorkflowRunnerActor.scala  |  25 ++-
 .../workflowstore/InMemoryWorkflowStore.scala |   5 +-
 .../workflowstore/SqlWorkflowStore.scala      |   6 +-
 .../WorkflowHeartbeatConfig.scala             |  72 ++++--
 .../workflowstore/WorkflowStore.scala         |   4 +-
 .../workflowstore/WorkflowStoreAccess.scala   |  13 +-
 .../workflowstore/WorkflowStoreActor.scala    |   5 +
 .../WorkflowStoreCoordinatedAccessActor.scala |   7 +-
 .../WorkflowStoreHeartbeatWriteActor.scala    |  71 +++++-
 .../cromwell/server/CromwellRootActor.scala   |  31 ++-
 .../cromwell/server/CromwellServer.scala      |  10 +-
 .../cromwell/server/CromwellSystem.scala      |  18 +-
 .../engine/MockCromwellTerminator.scala       |  12 +
 .../workflowstore/SqlWorkflowStoreSpec.scala  |   4 +-
 .../WorkflowHeartbeatConfigSpec.scala         | 163 ++++++++++++++
 ...kflowStoreCoordinatedAccessActorSpec.scala |  10 +-
 ...WorkflowStoreHeartbeatWriteActorSpec.scala |  75 +++++++
 .../scala/cromwell/CromwellEntryPoint.scala   |  13 +-
 .../scala/cromwell/CromwellTestKitSpec.scala  |  17 +-
 .../engine/WorkflowManagerActorSpec.scala     |   2 +-
 .../engine/WorkflowStoreActorSpec.scala       | 207 +++++++++++++-----
 .../SingleWorkflowRunnerActorSpec.scala       |  57 +++--
 .../SubWorkflowStoreSpec.scala                |  18 +-
 .../InstrumentedBatchActor.scala              |   7 +-
 31 files changed, 847 insertions(+), 151 deletions(-)
 create mode 100644 engine/src/main/scala/cromwell/engine/CromwellTerminator.scala
 create mode 100644 engine/src/test/scala/cromwell/engine/MockCromwellTerminator.scala
 create mode 100644 engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfigSpec.scala
 create mode 100644 engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActorSpec.scala

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f5c0d6d3a3c..a031de085e0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,22 @@
 
 * It is now possible to supply custom `google-labels` in [workflow options](https://cromwell.readthedocs.io/en/stable/wf_options/Google/).
 
+### Heartbeat failure shutdown
+
+When a Cromwell instance is unable to write heartbeats for some period of time it will automatically shut down. For more
+information see the docs on [configuring Workflow Hearbeats](https://cromwell.readthedocs.io/en/stable/Configuring/).
+
+NOTE: In the remote chance that the `system.workflow-heartbeats.ttl` has been configured to be less than `5 minutes`
+then the new configuration value `system.workflow-heartbeats.write-failure-shutdown-duration` must also be explicitly
+set less than the `ttl`.
+
+### Bug fixes
+
+#### Better validation of workflow heartbeats
+
+An error will be thrown on startup when the `system.workflow-heartbeats.heartbeat-interval` is not less than the
+`system.workflow-heartbeats.ttl`.
+
 ## 40 Release Notes
 
 ### Config Changes
diff --git a/core/src/main/resources/reference.conf b/core/src/main/resources/reference.conf
index 3c1b95f6c53..0eabd4eb146 100644
--- a/core/src/main/resources/reference.conf
+++ b/core/src/main/resources/reference.conf
@@ -226,6 +226,7 @@ system {
   workflow-heartbeats {
     heartbeat-interval: 2 minutes
     ttl: 10 minutes
+    write-failure-shutdown-duration: 5 minutes
     write-batch-size: 10000
     write-threshold: 10000
   }
diff --git a/core/src/test/scala/cromwell/core/TestKitSuite.scala b/core/src/test/scala/cromwell/core/TestKitSuite.scala
index cb6621810ef..e8443a4d5f7 100644
--- a/core/src/test/scala/cromwell/core/TestKitSuite.scala
+++ b/core/src/test/scala/cromwell/core/TestKitSuite.scala
@@ -21,10 +21,10 @@ abstract class TestKitSuite(actorSystemName: String = TestKitSuite.randomName,
     shutdown()
   }
 
-  val emptyActor = system.actorOf(Props.empty)
-  val mockIoActor = system.actorOf(MockIoActor.props())
-  val simpleIoActor = system.actorOf(SimpleIoActor.props)
-  val failIoActor = system.actorOf(FailIoActor.props())
+  val emptyActor = system.actorOf(Props.empty, "TestKitSuiteEmptyActor")
+  val mockIoActor = system.actorOf(MockIoActor.props(), "TestKitSuiteMockIoActor")
+  val simpleIoActor = system.actorOf(SimpleIoActor.props, "TestKitSuiteSimpleIoActor")
+  val failIoActor = system.actorOf(FailIoActor.props(), "TestKitSuiteFailIoActor")
 }
 
 object TestKitSuite {
diff --git a/database/sql/src/main/scala/cromwell/database/slick/WorkflowStoreSlickDatabase.scala b/database/sql/src/main/scala/cromwell/database/slick/WorkflowStoreSlickDatabase.scala
index c02b3e0a28d..6406ae6b289 100644
--- a/database/sql/src/main/scala/cromwell/database/slick/WorkflowStoreSlickDatabase.scala
+++ b/database/sql/src/main/scala/cromwell/database/slick/WorkflowStoreSlickDatabase.scala
@@ -107,13 +107,13 @@ trait WorkflowStoreSlickDatabase extends WorkflowStoreSqlDatabase {
   }
 
   override def writeWorkflowHeartbeats(workflowExecutionUuids: Seq[String],
-                                       heartbeatTimestampOption: Option[Timestamp])
+                                       heartbeatTimestamp: Timestamp)
                                       (implicit ec: ExecutionContext): Future[Int] = {
     // Return the count of heartbeats written. This could legitimately be less than the size of the `workflowExecutionUuids`
     // List if any of those workflows completed and their workflow store entries were removed.
     val action = for {
       counts <- DBIO.sequence(workflowExecutionUuids map { workflowExecutionUuid =>
-        dataAccess.heartbeatForWorkflowStoreEntry(workflowExecutionUuid).update(heartbeatTimestampOption)
+        dataAccess.heartbeatForWorkflowStoreEntry(workflowExecutionUuid).update(Option(heartbeatTimestamp))
       })
     } yield counts.sum
     // Auto-commit mode, so each statement is individually committed to avoid deadlocks
diff --git a/database/sql/src/main/scala/cromwell/database/sql/WorkflowStoreSqlDatabase.scala b/database/sql/src/main/scala/cromwell/database/sql/WorkflowStoreSqlDatabase.scala
index 68703af9de2..1a9ec6dda22 100644
--- a/database/sql/src/main/scala/cromwell/database/sql/WorkflowStoreSqlDatabase.scala
+++ b/database/sql/src/main/scala/cromwell/database/sql/WorkflowStoreSqlDatabase.scala
@@ -78,7 +78,7 @@ ____    __    ____  ______   .______       __  ___  _______  __        ______
                            (implicit ec: ExecutionContext): Future[Seq[WorkflowStoreEntry]]
 
   def writeWorkflowHeartbeats(workflowExecutionUuids: Seq[String],
-                              heartbeatTimestampOption: Option[Timestamp])
+                              heartbeatTimestamp: Timestamp)
                              (implicit ec: ExecutionContext): Future[Int]
 
   /**
diff --git a/docs/Configuring.md b/docs/Configuring.md
index 39279fe304e..49eb9adaf3d 100644
--- a/docs/Configuring.md
+++ b/docs/Configuring.md
@@ -242,7 +242,8 @@ For more information about docker compose: [Docker compose doc](https://docs.doc
 
 **Insert Batch Size**
 
-Cromwell queues up and then inserts batches of records into the database for increased performance. You can adjust the number of database rows batch inserted by cromwell as follows:
+Cromwell queues up and then inserts batches of records into the database for increased performance. You can adjust the
+number of database rows batch inserted by Cromwell as follows:
 
 ```hocon
 database {
@@ -420,3 +421,105 @@ of how this is used for the default configuration of the `Local` backend.
 
 [cromwell-examples-conf]: https://www.github.com/broadinstitute/cromwell/tree/develop/cromwell.examples.conf
 [cromwell-examples-folder]: https://www.github.com/broadinstitute/cromwell/tree/develop/cromwell.example.backends
+
+### Workflow Heartbeats
+
+**Cromwell ID**
+
+Each Cromwell instance is given a `cromwell_id` that is either randomly generated or configured.
+
+By default, the Cromwell ID is `cromid-<7_digit_random_hex>`.
+
+A custom identifier may replace the "cromid" portion of the string. For example:
+
+```hocon
+system {
+  cromwell_id = "main"
+}
+```
+
+This would generates a `cromwell_id` of `main-<7_digit_random_hex>`. Each time Cromwell restarts the random part of the
+ID will change, however the `main` prefix would remain the same.
+
+If the random part of the Cromwell ID should not be generated, set the configuration value:
+
+```hocon
+system {
+  cromwell_id_random_suffix = false
+}
+```
+
+**Heartbeat TTL**
+
+When a Cromwell instance begins running or resuming a workflow it stores the above `cromwell_id` within the database row
+for the workflow, along with a timestamp called the "heartbeat". As the workflow continues to run the Cromwell instance
+will intermittently update the heartbeat for the running workflow.  If the Cromwell dies, after some time-to-live (TTL),
+the workflow has been abandoned, and will be resumed by another available Cromwell instance.
+
+Adjust the heartbeat TTL via the configuration value:
+
+```hocon
+system.workflow-heartbeats {
+  ttl = 10 minutes
+}
+```
+
+The default TTL is 10 minutes. The shortest the TTL option is 10 seconds.
+
+**Heartbeat Interval**
+
+The interval for writing heartbeats may be adjusted via:
+
+```hocon
+system.workflow-heartbeats {
+  heartbeat-interval = 2 minutes
+}
+```
+
+The default interval is 2 minutes. The shortest interval option is 3.333 seconds. The interval may not be greater than
+the TTL.
+
+**Heartbeat Failure Shutdown**
+
+Cromwell will automatically shutdown when unable to write heartbeats for a period of time. This period of time may be
+adjusted via:
+
+```hocon
+system.workflow-heartbeats {
+  write-failure-shutdown-duration = 5 minutes
+}
+```
+
+The default shutdown duration is 5 minutes. The maximum allowed shutdown duration is the TTL.
+
+**Heartbeat Batch Size**
+
+Workflow heartbeats are internally queued by Cromwell and written in batches. When the configurable batch size is
+reached, all of the heartbeats within the batch will be written at the same time, even if the heartbeat interval has not
+elapsed.
+
+This batch threshold may be adjusted via:
+
+```hocon
+system.workflow-heartbeats {
+  write-batch-size = 100
+}
+```
+
+The default batch size is 100.
+
+**Heartbeat Threshold**
+
+Cromwell writes one batch of workflow heartbeats at a time. While the internal queue of heartbeats-to-write passes above
+a configurable threshold then [instrumentation](developers/Instrumentation.md) may send a metric signal that the
+heartbeat load is above normal.
+
+This threshold may be configured the configuration value:
+
+```hocon
+system.workflow-heartbeats {
+  write-threshold = 100
+}
+```
+
+The default threshold value is 100, just like the default for the heartbeat batch size.
diff --git a/engine/src/main/scala/cromwell/engine/CromwellTerminator.scala b/engine/src/main/scala/cromwell/engine/CromwellTerminator.scala
new file mode 100644
index 00000000000..462369c6988
--- /dev/null
+++ b/engine/src/main/scala/cromwell/engine/CromwellTerminator.scala
@@ -0,0 +1,10 @@
+package cromwell.engine
+
+import akka.Done
+import akka.actor.CoordinatedShutdown
+
+import scala.concurrent.Future
+
+trait CromwellTerminator {
+  def beginCromwellShutdown(reason: CoordinatedShutdown.Reason): Future[Done]
+}
diff --git a/engine/src/main/scala/cromwell/engine/workflow/SingleWorkflowRunnerActor.scala b/engine/src/main/scala/cromwell/engine/workflow/SingleWorkflowRunnerActor.scala
index d8a49ce3473..1ee8e8cbb76 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/SingleWorkflowRunnerActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/SingleWorkflowRunnerActor.scala
@@ -7,6 +7,7 @@ import akka.actor._
 import akka.stream.ActorMaterializer
 import cats.instances.try_._
 import cats.syntax.functor._
+import com.typesafe.config.Config
 import common.util.VersionUtil
 import cromwell.core.Dispatcher.EngineDispatcher
 import cromwell.core._
@@ -14,6 +15,7 @@ import cromwell.core.abort.WorkflowAbortFailureResponse
 import cromwell.core.actor.BatchActor.QueueWeight
 import cromwell.core.path.Path
 import cromwell.core.retry.SimpleExponentialBackoff
+import cromwell.engine.CromwellTerminator
 import cromwell.engine.workflow.SingleWorkflowRunnerActor._
 import cromwell.engine.workflow.WorkflowManagerActor.{PreventNewWorkflowsFromStarting, RetrieveNewWorkflows}
 import cromwell.engine.workflow.workflowstore.WorkflowStoreActor.SubmitWorkflow
@@ -37,10 +39,13 @@ import scala.util.{Failure, Try}
  */
 class SingleWorkflowRunnerActor(source: WorkflowSourceFilesCollection,
                                 metadataOutputPath: Option[Path],
+                                terminator: CromwellTerminator,
                                 gracefulShutdown: Boolean,
-                                abortJobsOnTerminate: Boolean
+                                abortJobsOnTerminate: Boolean,
+                                config: Config
                                 )(implicit materializer: ActorMaterializer)
-  extends CromwellRootActor(gracefulShutdown, abortJobsOnTerminate, false) with LoggingFSM[RunnerState, SwraData] {
+  extends CromwellRootActor(terminator, gracefulShutdown, abortJobsOnTerminate, false, config)
+    with LoggingFSM[RunnerState, SwraData] {
 
   import SingleWorkflowRunnerActor._
   private val backoff = SimpleExponentialBackoff(1 second, 1 minute, 1.2)
@@ -220,9 +225,21 @@ class SingleWorkflowRunnerActor(source: WorkflowSourceFilesCollection,
 object SingleWorkflowRunnerActor {
   def props(source: WorkflowSourceFilesCollection,
             metadataOutputFile: Option[Path],
+            terminator: CromwellTerminator,
             gracefulShutdown: Boolean,
-            abortJobsOnTerminate: Boolean)(implicit materializer: ActorMaterializer): Props = {
-    Props(new SingleWorkflowRunnerActor(source, metadataOutputFile, gracefulShutdown, abortJobsOnTerminate)).withDispatcher(EngineDispatcher)
+            abortJobsOnTerminate: Boolean,
+            config: Config)
+           (implicit materializer: ActorMaterializer): Props = {
+    Props(
+      new SingleWorkflowRunnerActor(
+        source = source,
+        metadataOutputPath = metadataOutputFile,
+        terminator = terminator,
+        gracefulShutdown = gracefulShutdown,
+        abortJobsOnTerminate = abortJobsOnTerminate,
+        config = config
+      )
+    ).withDispatcher(EngineDispatcher)
   }
 
   sealed trait RunnerMessage
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/InMemoryWorkflowStore.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/InMemoryWorkflowStore.scala
index da87e3a2d82..ebe2ef0b002 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/InMemoryWorkflowStore.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/InMemoryWorkflowStore.scala
@@ -74,8 +74,11 @@ class InMemoryWorkflowStore extends WorkflowStore {
     }
   }
 
-  override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)])(implicit ec: ExecutionContext): Future[Int] =
+  override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                                       heartbeatDateTime: OffsetDateTime)
+                                      (implicit ec: ExecutionContext): Future[Int] = {
     Future.successful(workflowIds.size)
+  }
 
   override def switchOnHoldToSubmitted(id: WorkflowId)(implicit ec: ExecutionContext): Future[Unit] = Future.successful(())
 
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
index 98248319d29..ed889299464 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
@@ -101,9 +101,11 @@ case class SqlWorkflowStore(sqlDatabase: WorkflowStoreSqlDatabase) extends Workf
     }
   }
 
-  override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)])(implicit ec: ExecutionContext): Future[Int] = {
+  override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                                       heartbeatDateTime: OffsetDateTime)
+                                      (implicit ec: ExecutionContext): Future[Int] = {
     val sortedWorkflowIds = workflowIds.toList sortBy(_._2) map (_._1.toString)
-    sqlDatabase.writeWorkflowHeartbeats(sortedWorkflowIds, Option(OffsetDateTime.now.toSystemTimestamp))
+    sqlDatabase.writeWorkflowHeartbeats(sortedWorkflowIds, heartbeatDateTime.toSystemTimestamp)
   }
 
   /**
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfig.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfig.scala
index 4aade10bca5..d27d6d5b1f6 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfig.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfig.scala
@@ -2,22 +2,26 @@ package cromwell.engine.workflow.workflowstore
 
 import java.util.UUID
 
+import cats.syntax.apply._
+import cats.syntax.validated._
 import com.typesafe.config.{Config, ConfigFactory}
+import common.validation.ErrorOr._
+import common.validation.Validation._
 import cromwell.engine.workflow.workflowstore.WorkflowHeartbeatConfig._
 import io.circe._
 import io.circe.generic.semiauto._
 import io.circe.syntax._
+import mouse.all._
 import net.ceedubs.ficus.Ficus._
 
 import scala.concurrent.duration._
-import scala.language.postfixOps
-import mouse.all._
 
 /**
   *
   * @param cromwellId         Identifier for this Cromwell for horizontaling purposes.
   * @param heartbeatInterval  How long between `WorkflowActor` heartbeats and `WorkflowStoreHeartbeatWriteActor` database flushes.
   * @param ttl                Entries in the workflow store with heartbeats older than `ttl` ago are presumed abandoned and up for grabs.
+  * @param failureShutdownDuration How long writing heartbeats are allow to fail before cromwell shuts down.
   * @param writeBatchSize     The maximum size of a write batch.
   * @param writeThreshold     The threshold of heartbeat writes above which load is considered high.
   */
@@ -25,9 +29,9 @@ case class WorkflowHeartbeatConfig(
                                     cromwellId: String,
                                     heartbeatInterval: FiniteDuration,
                                     ttl: FiniteDuration,
+                                    failureShutdownDuration: FiniteDuration,
                                     writeBatchSize: Int,
-                                    writeThreshold: Int)
-{
+                                    writeThreshold: Int) {
   override def toString: String = this.asInstanceOf[WorkflowHeartbeatConfig].asJson.spaces2
 }
 
@@ -43,28 +47,60 @@ object WorkflowHeartbeatConfig {
   private[engine] implicit lazy val encodeWorkflowHeartbeatConfig: Encoder[WorkflowHeartbeatConfig] = deriveEncoder
 
   def apply(config: Config): WorkflowHeartbeatConfig = {
+    validate(config).toTry("Errors parsing WorkflowHeartbeatConfig").get
+  }
+
+  private def validate(config: Config): ErrorOr[WorkflowHeartbeatConfig] = {
     val randomSuffix = config
       .getOrElse("system.cromwell_id_random_suffix", true)
       .fold("-" + UUID.randomUUID().toString.take(7), "")
     val cromwellId: String = config.getOrElse("system.cromwell_id", "cromid") + randomSuffix
 
     val heartbeats: Config = config.getOrElse("system.workflow-heartbeats", ConfigFactory.empty())
-    // Default to 10 mins and don't allow values less than 10 secs except for testing purposes.
+    // Use defaults from reference.conf but don't allow values less than 10 secs except for testing purposes.
     val minHeartbeatTtl = config.getOrElse("danger.debug.only.minimum-heartbeat-ttl", 10.seconds)
-    val ttl: FiniteDuration = heartbeats.getOrElse("ttl", 10 minutes).max(minHeartbeatTtl)
-    // Default to one third the TTL and don't allow values less than one third of the minimum heartbeat TTL.
-    val heartbeatInterval: FiniteDuration = heartbeats.getOrElse("heartbeat-interval", ttl / 3).max(minHeartbeatTtl / 3)
+    val ttl: FiniteDuration = heartbeats.as[FiniteDuration]("ttl").max(minHeartbeatTtl)
+    // Use the defaults in reference.conf but don't allow values less than one third of the minimum TTL.
+    val heartbeatIntervalValidation: ErrorOr[FiniteDuration] = {
+      val minHeartbeatInterval = minHeartbeatTtl / 3
+      val heartbeatInterval = heartbeats.as[FiniteDuration]("heartbeat-interval") max minHeartbeatInterval
+      if (heartbeatInterval >= ttl) {
+        val errorMessage =
+          s"The system.workflow-heartbeats.heartbeat-interval ($heartbeatInterval)" +
+            s" is not less than the system.workflow-heartbeats.ttl ($ttl)."
+        errorMessage.invalidNel
+      } else {
+        heartbeatInterval.valid
+      }
+    }
+
+    val failureShutdownDurationValidation: ErrorOr[FiniteDuration] = {
+      // Don't allow shutdown duration to be more than the heartbeat TTL.
+      val failureShutdownDuration = heartbeats.as[FiniteDuration]("write-failure-shutdown-duration") max 0.seconds
+      if (failureShutdownDuration > ttl) {
+        val errorMessage =
+          s"The system.workflow-heartbeats.write-failure-shutdown-duration ($failureShutdownDuration)" +
+            s" is greater than the system.workflow-heartbeats.ttl ($ttl)."
+        errorMessage.invalidNel
+      } else {
+        failureShutdownDuration.valid
+      }
+    }
 
-    // Default and sanity bound all other parameters as well.
-    val writeBatchSize: Int = Math.max(heartbeats.getOrElse("write-batch-size", 100), 1)
-    val writeThreshold: Int = Math.max(heartbeats.getOrElse("write-threshold", 100), 1)
+    // Sanity bound all other parameters as well.
+    val writeBatchSize: Int = heartbeats.getInt("write-batch-size") max 1
+    val writeThreshold: Int = heartbeats.getInt("write-threshold") max 1
 
-    WorkflowHeartbeatConfig(
-      cromwellId = cromwellId,
-      heartbeatInterval = heartbeatInterval,
-      ttl = ttl,
-      writeBatchSize = writeBatchSize,
-      writeThreshold = writeThreshold
-    )
+    (heartbeatIntervalValidation, failureShutdownDurationValidation) mapN {
+      (heartbeatInterval, failureShutdownDuration) =>
+        WorkflowHeartbeatConfig(
+          cromwellId = cromwellId,
+          heartbeatInterval = heartbeatInterval,
+          ttl = ttl,
+          failureShutdownDuration = failureShutdownDuration,
+          writeBatchSize = writeBatchSize,
+          writeThreshold = writeThreshold
+        )
+    }
   }
 }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStore.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStore.scala
index 3a42d5821af..a0fa8c28b74 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStore.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStore.scala
@@ -38,7 +38,9 @@ trait WorkflowStore {
     */
   def fetchStartableWorkflows(n: Int, cromwellId: String, heartbeatTtl: FiniteDuration)(implicit ec: ExecutionContext): Future[List[WorkflowToStart]]
 
-  def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)])(implicit ec: ExecutionContext): Future[Int]
+  def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                              heartbeatDateTime: OffsetDateTime)
+                             (implicit ec: ExecutionContext): Future[Int]
 
   def switchOnHoldToSubmitted(id: WorkflowId)(implicit ec: ExecutionContext): Future[Unit]
 }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreAccess.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreAccess.scala
index bf3dc765796..6c7b7e9583d 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreAccess.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreAccess.scala
@@ -15,7 +15,8 @@ import scala.concurrent.{ExecutionContext, Future}
   * Interface for workflow store operations that read or write multiple rows in a single transaction.
   */
 sealed trait WorkflowStoreAccess {
-  def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)])
+  def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)],
+                              heartbeatDateTime: OffsetDateTime)
                              (implicit ec: ExecutionContext): Future[Int]
 
   def fetchStartableWorkflows(maxWorkflows: Int, cromwellId: String, heartbeatTtl: FiniteDuration)
@@ -28,9 +29,10 @@ sealed trait WorkflowStoreAccess {
   */
 case class UncoordinatedWorkflowStoreAccess(store: WorkflowStore) extends WorkflowStoreAccess {
 
-  override def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)])
+  override def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)],
+                                       heartbeatDateTime: OffsetDateTime)
                                       (implicit ec: ExecutionContext): Future[Int] = {
-    store.writeWorkflowHeartbeats(workflowIds.toVector.toSet)
+    store.writeWorkflowHeartbeats(workflowIds.toVector.toSet, heartbeatDateTime)
   }
 
   override def fetchStartableWorkflows(maxWorkflows: Int, cromwellId: String, heartbeatTtl: FiniteDuration)
@@ -44,10 +46,11 @@ case class UncoordinatedWorkflowStoreAccess(store: WorkflowStore) extends Workfl
   * that runs its operations sequentially.
   */
 case class CoordinatedWorkflowStoreAccess(actor: ActorRef) extends WorkflowStoreAccess {
-  override def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)])
+  override def writeWorkflowHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)],
+                                       heartbeatDateTime: OffsetDateTime)
                                       (implicit ec: ExecutionContext): Future[Int] = {
     implicit val timeout = Timeout(WorkflowStoreCoordinatedAccessActor.Timeout)
-    actor.ask(WorkflowStoreCoordinatedAccessActor.WriteHeartbeats(workflowIds)).mapTo[Int]
+    actor.ask(WorkflowStoreCoordinatedAccessActor.WriteHeartbeats(workflowIds, heartbeatDateTime)).mapTo[Int]
   }
 
   override def fetchStartableWorkflows(maxWorkflows: Int, cromwellId: String, heartbeatTtl: FiniteDuration)
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreActor.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreActor.scala
index 9d5659e75e3..9310cb36ad0 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreActor.scala
@@ -7,6 +7,7 @@ import akka.pattern.pipe
 import cats.data.NonEmptyList
 import cromwell.core.Dispatcher.EngineDispatcher
 import cromwell.core._
+import cromwell.engine.CromwellTerminator
 import cromwell.util.GracefulShutdownHelper
 import cromwell.util.GracefulShutdownHelper.ShutdownCommand
 
@@ -14,6 +15,7 @@ final case class WorkflowStoreActor private(
                                              workflowStore: WorkflowStore,
                                              workflowStoreAccess: WorkflowStoreAccess,
                                              serviceRegistryActor: ActorRef,
+                                             terminator: CromwellTerminator,
                                              abortAllJobsOnTerminate: Boolean,
                                              workflowHeartbeatConfig: WorkflowHeartbeatConfig)
   extends Actor with ActorLogging with GracefulShutdownHelper {
@@ -40,6 +42,7 @@ final case class WorkflowStoreActor private(
     WorkflowStoreHeartbeatWriteActor.props(
       workflowStoreAccess = workflowStoreAccess,
       workflowHeartbeatConfig = workflowHeartbeatConfig,
+      terminator = terminator,
       serviceRegistryActor = serviceRegistryActor),
     "WorkflowStoreHeartbeatWriteActor")
 
@@ -82,6 +85,7 @@ object WorkflowStoreActor {
              workflowStoreDatabase: WorkflowStore,
              workflowStoreAccess: WorkflowStoreAccess,
              serviceRegistryActor: ActorRef,
+             terminator: CromwellTerminator,
              abortAllJobsOnTerminate: Boolean,
              workflowHeartbeatConfig: WorkflowHeartbeatConfig
       ) = {
@@ -89,6 +93,7 @@ object WorkflowStoreActor {
       workflowStore = workflowStoreDatabase,
       workflowStoreAccess = workflowStoreAccess,
       serviceRegistryActor = serviceRegistryActor,
+      terminator = terminator,
       abortAllJobsOnTerminate = abortAllJobsOnTerminate,
       workflowHeartbeatConfig = workflowHeartbeatConfig)).withDispatcher(EngineDispatcher)
   }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActor.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActor.scala
index 0deaec130bd..f9e1f2ddb44 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActor.scala
@@ -30,15 +30,16 @@ class WorkflowStoreCoordinatedAccessActor(workflowStore: WorkflowStore) extends
   }
 
   override def receive: Receive = {
-    case WriteHeartbeats(ids) =>
-      workflowStore.writeWorkflowHeartbeats(ids.toVector.toSet) |> run
+    case WriteHeartbeats(ids, heartbeatDateTime) =>
+      workflowStore.writeWorkflowHeartbeats(ids.toVector.toSet, heartbeatDateTime) |> run
     case FetchStartableWorkflows(count, cromwellId, heartbeatTtl) =>
       workflowStore.fetchStartableWorkflows(count, cromwellId, heartbeatTtl) |> run
   }
 }
 
 object WorkflowStoreCoordinatedAccessActor {
-  final case class WriteHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)])
+  final case class WriteHeartbeats(workflowIds: NonEmptyVector[(WorkflowId, OffsetDateTime)],
+                                   heartbeatDateTime: OffsetDateTime)
   final case class FetchStartableWorkflows(count: Int, cromwellId: String, heartbeatTtl: FiniteDuration)
 
   val Timeout = 1 minute
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActor.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActor.scala
index 7e8ee90b805..1dbc0fb780a 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActor.scala
@@ -1,19 +1,25 @@
 package cromwell.engine.workflow.workflowstore
 
-import java.time.OffsetDateTime
+import java.time.{OffsetDateTime, Duration => JDuration}
+import java.util.concurrent.TimeUnit
 
-import akka.actor.{ActorRef, Props}
+import akka.actor.{ActorRef, CoordinatedShutdown, Props}
 import cats.data.{NonEmptyList, NonEmptyVector}
 import cromwell.core.Dispatcher.EngineDispatcher
 import cromwell.core.WorkflowId
 import cromwell.core.instrumentation.InstrumentationPrefixes
+import cromwell.engine.CromwellTerminator
 import cromwell.engine.workflow.workflowstore.WorkflowStoreActor.WorkflowStoreWriteHeartbeatCommand
 import cromwell.services.EnhancedBatchActor
+import mouse.all._
 
 import scala.concurrent.Future
+import scala.concurrent.duration.FiniteDuration
+import scala.util.{Failure, Success, Try}
 
 case class WorkflowStoreHeartbeatWriteActor(workflowStoreAccess: WorkflowStoreAccess,
                                             workflowHeartbeatConfig: WorkflowHeartbeatConfig,
+                                            terminator: CromwellTerminator,
                                             override val serviceRegistryActor: ActorRef)
 
   extends EnhancedBatchActor[(WorkflowId, OffsetDateTime)](
@@ -22,13 +28,23 @@ case class WorkflowStoreHeartbeatWriteActor(workflowStoreAccess: WorkflowStoreAc
 
   override val threshold = workflowHeartbeatConfig.writeThreshold
 
+  private val failureShutdownDuration = workflowHeartbeatConfig.failureShutdownDuration
+
+  //noinspection ActorMutableStateInspection
+  private var lastSuccessOption: Option[OffsetDateTime] = None
+
   /**
     * Process the data asynchronously
     *
     * @return the number of elements processed
     */
   override protected def process(data: NonEmptyVector[(WorkflowId, OffsetDateTime)]): Future[Int] = instrumentedProcess {
-    workflowStoreAccess.writeWorkflowHeartbeats(data)
+    val heartbeatDateTime = OffsetDateTime.now()
+    val processFuture = workflowStoreAccess.writeWorkflowHeartbeats(data, heartbeatDateTime)
+    processFuture transform {
+      // Track the `Try`, and then return the original `Try`. Similar to `andThen` but doesn't swallow exceptions.
+      _ <| trackRepeatedFailures(heartbeatDateTime, data.length)
+    }
   }
 
   override def receive = enhancedReceive.orElse(super.receive)
@@ -38,18 +54,67 @@ case class WorkflowStoreHeartbeatWriteActor(workflowStoreAccess: WorkflowStoreAc
   override def commandToData(snd: ActorRef): PartialFunction[Any, (WorkflowId, OffsetDateTime)] = {
     case command: WorkflowStoreWriteHeartbeatCommand => (command.workflowId, command.submissionTime)
   }
+
+  /*
+  WARNING: Even though this is in an actor, the logic deals with instances of Future that could complete in _any_ order,
+  and even call this method at the same time from different threads.
+
+  We are expecting the underlying FSM to ensure that the call to this method does NOT occur in parallel, waiting for
+  the call to `process` to complete.
+   */
+  private def trackRepeatedFailures(heartbeatDateTime: OffsetDateTime, workflowCount: Int)(processTry: Try[Int]): Unit = {
+    processTry match {
+      case Success(_) =>
+        lastSuccessOption = Option(heartbeatDateTime)
+      case Failure(_: Exception) =>
+        /*
+        If this is the first time processing heartbeats, then initialize the "last success" to when this heartbeat check
+        began. This allows configuring the failure shutdown as low as zero seconds.
+         */
+        val lastSuccess = lastSuccessOption getOrElse {
+          lastSuccessOption = Option(heartbeatDateTime)
+          heartbeatDateTime
+        }
+        val now = OffsetDateTime.now()
+        val failureJDuration = JDuration.between(lastSuccess, now)
+        if (failureJDuration.toNanos >= failureShutdownDuration.toNanos) {
+          val failureUnits = failureShutdownDuration.unit
+          val failureLength = FiniteDuration(failureJDuration.toNanos, TimeUnit.NANOSECONDS).toUnit(failureUnits)
+          log.error(String.format(
+            "Shutting down %s as at least %s of heartbeat write errors have occurred between %s and %s (%s %s)",
+            workflowHeartbeatConfig.cromwellId,
+            failureShutdownDuration,
+            lastSuccess,
+            now,
+            failureLength.toString,
+            failureUnits.toString.toLowerCase
+          ))
+          terminator.beginCromwellShutdown(WorkflowStoreHeartbeatWriteActor.Shutdown)
+        }
+        ()
+      case Failure(throwable) =>
+        log.error(throwable, s"Shutting down due to ${throwable.getMessage}")
+        terminator.beginCromwellShutdown(WorkflowStoreHeartbeatWriteActor.Shutdown)
+        ()
+    }
+  }
+
 }
 
 object WorkflowStoreHeartbeatWriteActor {
+  object Shutdown extends CoordinatedShutdown.Reason
+
   def props(
              workflowStoreAccess: WorkflowStoreAccess,
              workflowHeartbeatConfig: WorkflowHeartbeatConfig,
+             terminator: CromwellTerminator,
              serviceRegistryActor: ActorRef
            ): Props =
     Props(
       WorkflowStoreHeartbeatWriteActor(
         workflowStoreAccess = workflowStoreAccess,
         workflowHeartbeatConfig = workflowHeartbeatConfig,
+        terminator = terminator,
         serviceRegistryActor = serviceRegistryActor
       )).withDispatcher(EngineDispatcher)
 }
diff --git a/engine/src/main/scala/cromwell/server/CromwellRootActor.scala b/engine/src/main/scala/cromwell/server/CromwellRootActor.scala
index 81c59f9b7b0..bb407c00d33 100644
--- a/engine/src/main/scala/cromwell/server/CromwellRootActor.scala
+++ b/engine/src/main/scala/cromwell/server/CromwellRootActor.scala
@@ -6,7 +6,7 @@ import akka.event.Logging
 import akka.pattern.GracefulStopSupport
 import akka.routing.RoundRobinPool
 import akka.stream.ActorMaterializer
-import com.typesafe.config.{Config, ConfigFactory}
+import com.typesafe.config.Config
 import cromwell.core._
 import cromwell.core.actor.StreamActorHelper.ActorRestartException
 import cromwell.core.filesystem.CromwellFileSystems
@@ -14,6 +14,7 @@ import cromwell.core.io.Throttle
 import cromwell.core.io.Throttle._
 import cromwell.docker.DockerInfoActor
 import cromwell.docker.local.DockerCliFlow
+import cromwell.engine.CromwellTerminator
 import cromwell.engine.backend.{BackendSingletonCollection, CromwellBackends}
 import cromwell.engine.io.{IoActor, IoActorProxy}
 import cromwell.engine.workflow.WorkflowManagerActor
@@ -48,14 +49,20 @@ import scala.util.{Failure, Success, Try}
   * READ THIS: If you add a "system-level" actor here, make sure to consider what should be its
   * position in the shutdown process and modify CromwellShutdown accordingly.
   */
-abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate: Boolean, val serverMode: Boolean)(implicit materializer: ActorMaterializer) extends Actor with ActorLogging with GracefulShutdownHelper {
+abstract class CromwellRootActor(terminator: CromwellTerminator,
+                                 gracefulShutdown: Boolean,
+                                 abortJobsOnTerminate: Boolean,
+                                 val serverMode: Boolean,
+                                 protected val config: Config)
+                                (implicit materializer: ActorMaterializer)
+  extends Actor with ActorLogging with GracefulShutdownHelper {
+
   import CromwellRootActor._
   
   // Make sure the filesystems are initialized at startup
   val _ = CromwellFileSystems.instance
 
   private val logger = Logging(context.system, this)
-  protected val config = ConfigFactory.load()
 
   private val workflowHeartbeatConfig = WorkflowHeartbeatConfig(config)
   logger.info("Workflow heartbeat configuration:\n{}", workflowHeartbeatConfig)
@@ -71,7 +78,10 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
     coordinatedWorkflowStoreAccess match {
       case Some(false) => UncoordinatedWorkflowStoreAccess(workflowStore)
       case _ =>
-        val coordinatedWorkflowStoreAccessActor: ActorRef = context.actorOf(WorkflowStoreCoordinatedAccessActor.props(workflowStore))
+        val coordinatedWorkflowStoreAccessActor: ActorRef = context.actorOf(
+          WorkflowStoreCoordinatedAccessActor.props(workflowStore),
+          "WorkflowStoreCoordinatedAccessActor"
+        )
         CoordinatedWorkflowStoreAccess(coordinatedWorkflowStoreAccessActor)
     }
   }
@@ -81,6 +91,7 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
       workflowStoreDatabase = workflowStore,
       workflowStoreAccess = workflowStoreAccess,
       serviceRegistryActor = serviceRegistryActor,
+      terminator = terminator,
       abortAllJobsOnTerminate = abortJobsOnTerminate,
       workflowHeartbeatConfig = workflowHeartbeatConfig),
       "WorkflowStoreActor")
@@ -174,7 +185,8 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
         workflowStoreActor = workflowStoreActor,
         workflowManagerActor = workflowManagerActor,
         workflowHeartbeatConfig = workflowHeartbeatConfig
-      )
+      ),
+      "AbortRequestScanningActor"
     )
   }
 
@@ -182,7 +194,7 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
     // If abortJobsOnTerminate is true, aborting all workflows will be handled by the graceful shutdown process
     CromwellShutdown.registerShutdownTasks(
       cromwellId = workflowHeartbeatConfig.cromwellId,
-      abortJobsOnTerminate,
+      abortJobsOnTerminate = abortJobsOnTerminate,
       actorSystem = context.system,
       workflowManagerActor = workflowManagerActor,
       logCopyRouter = workflowLogCopyRouter,
@@ -198,6 +210,7 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
     )
   } else if (abortJobsOnTerminate) {
     // If gracefulShutdown is false but abortJobsOnTerminate is true, set up a classic JVM shutdown hook
+    val abortTimeout = config.as[FiniteDuration]("akka.coordinated-shutdown.phases.abort-all-workflows.timeout")
     sys.addShutdownHook {
       implicit val ec = context.system.dispatcher
 
@@ -205,10 +218,10 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
         // Give 30 seconds to the workflow store to switch all running workflows to aborting and shutdown. Should be more than enough
         _ <- gracefulStop(workflowStoreActor, 30.seconds, ShutdownCommand)
         // Once all workflows are "Aborting" in the workflow store, ask the WMA to effectively abort all of them
-        _ <- gracefulStop(workflowManagerActor, AbortTimeout, AbortAllWorkflowsCommand)
+        _ <- gracefulStop(workflowManagerActor, abortTimeout, AbortAllWorkflowsCommand)
       } yield ()
 
-      Try(Await.result(abortFuture, AbortTimeout)) match {
+      Try(Await.result(abortFuture, abortTimeout)) match {
         case Success(_) => logger.info("All workflows aborted")
         case Failure(f) => logger.error("Failed to abort workflows", f)
       }
@@ -231,8 +244,6 @@ abstract class CromwellRootActor(gracefulShutdown: Boolean, abortJobsOnTerminate
 }
 
 object CromwellRootActor extends GracefulStopSupport {
-  import net.ceedubs.ficus.Ficus._
-  val AbortTimeout = ConfigFactory.load().as[FiniteDuration]("akka.coordinated-shutdown.phases.abort-all-workflows.timeout")
   val DefaultNumberOfWorkflowLogCopyWorkers = 10
   val DefaultCacheTTL = 20 minutes
   val DefaultNumberOfCacheReadWorkers = 25
diff --git a/engine/src/main/scala/cromwell/server/CromwellServer.scala b/engine/src/main/scala/cromwell/server/CromwellServer.scala
index eb88698ac7b..455cf6c035b 100644
--- a/engine/src/main/scala/cromwell/server/CromwellServer.scala
+++ b/engine/src/main/scala/cromwell/server/CromwellServer.scala
@@ -26,7 +26,13 @@ object CromwellServer {
 }
 
 class CromwellServerActor(cromwellSystem: CromwellSystem, gracefulShutdown: Boolean, abortJobsOnTerminate: Boolean)(override implicit val materializer: ActorMaterializer)
-  extends CromwellRootActor(gracefulShutdown, abortJobsOnTerminate, serverMode = true)
+  extends CromwellRootActor(
+    terminator = cromwellSystem,
+    gracefulShutdown = gracefulShutdown,
+    abortJobsOnTerminate = abortJobsOnTerminate,
+    serverMode = true,
+    config = cromwellSystem.config
+  )
     with CromwellApiService
     with CromwellInstrumentationActor
     with WesRouteSupport
@@ -36,7 +42,7 @@ class CromwellServerActor(cromwellSystem: CromwellSystem, gracefulShutdown: Bool
   override implicit val ec = context.dispatcher
   override def actorRefFactory: ActorContext = context
 
-  val webserviceConf = cromwellSystem.conf.getConfig("webservice")
+  val webserviceConf = cromwellSystem.config.getConfig("webservice")
   val interface = webserviceConf.getString("interface")
   val port = webserviceConf.getInt("port")
 
diff --git a/engine/src/main/scala/cromwell/server/CromwellSystem.scala b/engine/src/main/scala/cromwell/server/CromwellSystem.scala
index 6eccb3c6fdb..1a6a709c8f3 100644
--- a/engine/src/main/scala/cromwell/server/CromwellSystem.scala
+++ b/engine/src/main/scala/cromwell/server/CromwellSystem.scala
@@ -1,16 +1,18 @@
 package cromwell.server
 
-import akka.actor.{ActorSystem, DeadLetter, Props, Terminated}
+import akka.Done
+import akka.actor.{ActorSystem, CoordinatedShutdown, DeadLetter, Props, Terminated}
 import akka.http.scaladsl.Http
 import akka.stream.ActorMaterializer
-import com.typesafe.config.ConfigFactory
+import com.typesafe.config.Config
+import cromwell.engine.CromwellTerminator
 import cromwell.engine.backend.{BackendConfiguration, CromwellBackends}
 import cromwell.languages.config.{CromwellLanguages, LanguageConfiguration}
 import cromwell.services.{EngineServicesStore, MetadataServicesStore}
 
 import scala.concurrent.Future
 
-trait CromwellSystem {
+trait CromwellSystem extends CromwellTerminator {
   /*
   Initialize the service stores and their respective data access objects, if they haven't been already, before starting
   any services such as Metadata refresh and especially HTTP server binding. Some services like HTTP binding terminate
@@ -26,10 +28,10 @@ trait CromwellSystem {
   MetadataServicesStore.metadataDatabaseInterface
 
   protected def systemName = "cromwell-system"
-  val conf = ConfigFactory.load()
-  
+  def config: Config
+
   protected def newActorSystem(): ActorSystem = {
-    val system = ActorSystem(systemName, conf)
+    val system = ActorSystem(systemName, config)
     // This sets up our own dead letter listener that we can shut off during shutdown
     lazy val deadLetterListener = system.actorOf(Props(classOf[CromwellDeadLetterListener]), "DeadLetterListenerActor")
     system.eventStream.subscribe(deadLetterListener, classOf[DeadLetter])
@@ -40,6 +42,10 @@ trait CromwellSystem {
   implicit final lazy val materializer = ActorMaterializer()
   implicit private final lazy val ec = actorSystem.dispatcher
 
+  override def beginCromwellShutdown(reason: CoordinatedShutdown.Reason): Future[Done] = {
+    CromwellShutdown.instance(actorSystem).run(reason)
+  }
+
   def shutdownActorSystem(): Future[Terminated] = {
     // If the actor system is already terminated it's already too late for a clean shutdown
     // Note: This does not protect again starting 2 shutdowns concurrently
diff --git a/engine/src/test/scala/cromwell/engine/MockCromwellTerminator.scala b/engine/src/test/scala/cromwell/engine/MockCromwellTerminator.scala
new file mode 100644
index 00000000000..1ef165ce14b
--- /dev/null
+++ b/engine/src/test/scala/cromwell/engine/MockCromwellTerminator.scala
@@ -0,0 +1,12 @@
+package cromwell.engine
+
+import akka.Done
+import akka.actor.CoordinatedShutdown
+
+import scala.concurrent.Future
+
+object MockCromwellTerminator extends CromwellTerminator {
+  override def beginCromwellShutdown(notUsed: CoordinatedShutdown.Reason): Future[Done] = {
+    Future.successful(Done)
+  }
+}
diff --git a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStoreSpec.scala b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStoreSpec.scala
index 0b45722fe8a..69a3b901f30 100644
--- a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStoreSpec.scala
+++ b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStoreSpec.scala
@@ -80,7 +80,7 @@ class SqlWorkflowStoreSpec extends FlatSpec with Matchers with ScalaFutures with
           _ = startableWorkflows.map(_.id).intersect(submissionResponses.map(_.id).toList) should be(empty)
           abortWorkflowId = submissionResponses.head.id
           _ <- workflowStore.switchOnHoldToSubmitted(abortWorkflowId)
-          _ <- workflowStore.writeWorkflowHeartbeats(Set((abortWorkflowId, OffsetDateTime.now)))
+          _ <- workflowStore.writeWorkflowHeartbeats(Set((abortWorkflowId, OffsetDateTime.now)), OffsetDateTime.now)
           workflowStoreAbortResponse <- workflowStore.aborting(abortWorkflowId)
           _ = workflowStoreAbortResponse should be(WorkflowStoreAbortResponse.AbortedOnHoldOrSubmitted)
         } yield ()).futureValue
@@ -121,7 +121,7 @@ class SqlWorkflowStoreSpec extends FlatSpec with Matchers with ScalaFutures with
             WorkflowStoreState.Submitted.toString,
             WorkflowStoreState.Running.toString
           )
-          _ <- workflowStore.writeWorkflowHeartbeats(Set((abortWorkflowId, OffsetDateTime.now)))
+          _ <- workflowStore.writeWorkflowHeartbeats(Set((abortWorkflowId, OffsetDateTime.now)), OffsetDateTime.now)
           workflowStoreAbortResponse <- workflowStore.aborting(abortWorkflowId)
           _ = workflowStoreAbortResponse should be(WorkflowStoreAbortResponse.AbortRequested)
         } yield ()).futureValue
diff --git a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfigSpec.scala b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfigSpec.scala
new file mode 100644
index 00000000000..cf5aa23694a
--- /dev/null
+++ b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowHeartbeatConfigSpec.scala
@@ -0,0 +1,163 @@
+package cromwell.engine.workflow.workflowstore
+
+import com.typesafe.config.ConfigFactory
+import common.exception.AggregatedMessageException
+import org.scalatest.prop.TableDrivenPropertyChecks
+import org.scalatest.{FlatSpec, Matchers}
+
+import scala.concurrent.duration._
+
+class WorkflowHeartbeatConfigSpec extends FlatSpec with Matchers with TableDrivenPropertyChecks {
+
+  behavior of "WorkflowHeartbeatConfig"
+
+  it should "generate a default config" in {
+    val workflowHeartbeatConfig = WorkflowHeartbeatConfig(WorkflowHeartbeatConfigSpec.DefaultConfig)
+    workflowHeartbeatConfig.cromwellId should startWith("cromid-")
+    workflowHeartbeatConfig.cromwellId should have length 14
+    workflowHeartbeatConfig.heartbeatInterval should be (2.minutes)
+    workflowHeartbeatConfig.ttl should be(10.minutes)
+    workflowHeartbeatConfig.failureShutdownDuration should be(5.minutes)
+    workflowHeartbeatConfig.writeBatchSize should be(10000)
+    workflowHeartbeatConfig.writeThreshold should be(10000)
+  }
+
+  private val validConfigTests = Table(
+    ("description", "config", "expected"),
+    (
+      "from an empty config",
+      "system.cromwell_id_random_suffix = false",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 10.minutes, 5.minutes, 10000, 10000),
+    ),
+    (
+      "with a specified cromid",
+      """system.cromwell_id = "new_crom_name"""",
+      WorkflowHeartbeatConfig("new_crom_name", 2.minutes, 10.minutes, 5.minutes, 10000, 10000),
+    ),
+    (
+      "with a specified heartbeat interval",
+      "system.workflow-heartbeats.heartbeat-interval = 3 minutes",
+      WorkflowHeartbeatConfig("cromid", 3.minutes, 10.minutes, 5.minutes, 10000, 10000),
+    ),
+    (
+      "with a specified ttl",
+      "system.workflow-heartbeats.ttl = 5 minutes",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 5.minutes, 5.minutes, 10000, 10000),
+    ),
+    (
+      "with a ttl less than the default heartbeat interval",
+      """|system.workflow-heartbeats.ttl = 1 minutes
+         |system.workflow-heartbeats.heartbeat-interval = 59 seconds
+         |system.workflow-heartbeats.write-failure-shutdown-duration = 0 minutes
+         |""".stripMargin,
+      WorkflowHeartbeatConfig("cromid", 59.seconds, 1.minutes, 0.minutes, 10000, 10000),
+    ),
+    (
+      "with a specified shutdown duration",
+      "system.workflow-heartbeats.write-failure-shutdown-duration = 1 minute",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 10.minutes, 1.minute, 10000, 10000),
+    ),
+    (
+      "with a specified batch size",
+      "system.workflow-heartbeats.write-batch-size = 2000",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 10.minutes, 5.minutes, 2000, 10000),
+    ),
+    (
+      "with a specified threshold",
+      "system.workflow-heartbeats.write-threshold = 5000",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 10.minutes, 5.minutes, 10000, 5000),
+    ),
+    (
+      "when trying to set the ttl below the minimum",
+      """|system.workflow-heartbeats.ttl = 9 seconds
+         |system.workflow-heartbeats.heartbeat-interval = 8 seconds
+         |system.workflow-heartbeats.write-failure-shutdown-duration = 0 minutes
+         |""".stripMargin,
+      WorkflowHeartbeatConfig("cromid", 8.seconds, 10.seconds, 0.minutes, 10000, 10000),
+    ),
+    (
+      "when trying to set the interval below the minimum",
+      "system.workflow-heartbeats.heartbeat-interval = 3 seconds",
+      WorkflowHeartbeatConfig("cromid", 10.seconds / 3, 10.minutes, 5.minutes, 10000, 10000),
+    ),
+    (
+      "when trying to set a negative shutdown duration",
+      "system.workflow-heartbeats.write-failure-shutdown-duration = -1 seconds",
+      WorkflowHeartbeatConfig("cromid", 2.minutes, 10.minutes, 0.minutes, 10000, 10000),
+    ),
+  )
+
+  forAll(validConfigTests) { (description, configString, expected) =>
+    it should s"create an instance $description" in {
+      val config = ConfigFactory.parseString(
+        // Remove the randomness from the cromid
+        s"""|system.cromwell_id_random_suffix = false
+            |$configString
+            |""".stripMargin
+      ).withFallback(WorkflowHeartbeatConfigSpec.DefaultConfig)
+      WorkflowHeartbeatConfig(config) should be(expected)
+    }
+  }
+
+  private val invalidConfigTests = Table(
+    ("description", "config", "expected"),
+    (
+      "when the heartbeat interval is equal to the ttl",
+      """|system.workflow-heartbeats {
+         |  ttl = 2 minutes
+         |  write-failure-shutdown-duration = 0 seconds
+         |}
+         |""".stripMargin,
+      AggregatedMessageException(
+        "Errors parsing WorkflowHeartbeatConfig",
+        List(
+          "The system.workflow-heartbeats.heartbeat-interval (2 minutes)" +
+            " is not less than the system.workflow-heartbeats.ttl (2 minutes).",
+        )
+      )
+    ),
+    (
+      "when the heartbeat interval is not less than the ttl",
+      """|system.workflow-heartbeats {
+         |  ttl = 1 minute
+         |  write-failure-shutdown-duration = 0 seconds
+         |}
+         |""".stripMargin,
+      AggregatedMessageException(
+        "Errors parsing WorkflowHeartbeatConfig",
+        List(
+          "The system.workflow-heartbeats.heartbeat-interval (2 minutes)" +
+            " is not less than the system.workflow-heartbeats.ttl (1 minute).",
+        )
+      )
+    ),
+    (
+      "when the failure duration is greater than the ttl",
+      """|system.workflow-heartbeats {
+         |  ttl = 5 minutes
+         |  write-failure-shutdown-duration = 301 seconds
+         |}
+         |""".stripMargin,
+      AggregatedMessageException(
+        "Errors parsing WorkflowHeartbeatConfig",
+        List(
+          "The system.workflow-heartbeats.write-failure-shutdown-duration (301 seconds)" +
+            " is greater than the system.workflow-heartbeats.ttl (5 minutes).",
+        )
+      )
+    ),
+  )
+
+  forAll(invalidConfigTests) { (description, configString, expected: AggregatedMessageException) =>
+    it should s"fail to create an instance $description" in {
+      val config = ConfigFactory.parseString(configString).withFallback(WorkflowHeartbeatConfigSpec.DefaultConfig)
+      val exception = the[AggregatedMessageException] thrownBy WorkflowHeartbeatConfig(config)
+      exception.getMessage should be(expected.getMessage)
+      exception.errorMessages should contain theSameElementsAs expected.errorMessages
+    }
+  }
+}
+
+object WorkflowHeartbeatConfigSpec {
+  val DefaultConfig = ConfigFactory.load()
+}
diff --git a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActorSpec.scala b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActorSpec.scala
index 9052395acf7..dae90032f3a 100644
--- a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActorSpec.scala
+++ b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreCoordinatedAccessActorSpec.scala
@@ -31,13 +31,14 @@ class WorkflowStoreCoordinatedAccessActorSpec extends TestKitSuite("WorkflowStor
   it should "writeHeartBeats" in {
     val expected = 12345
     val workflowStore = new InMemoryWorkflowStore {
-      override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)])
+      override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                                           heartbeatDateTime: OffsetDateTime)
                                           (implicit ec: ExecutionContext): Future[Int] = {
         Future.successful(expected)
       }
     }
     val actor = TestActorRef(new WorkflowStoreCoordinatedAccessActor(workflowStore))
-    val request = WriteHeartbeats(NonEmptyVector.of((WorkflowId.randomId(), OffsetDateTime.now)))
+    val request = WriteHeartbeats(NonEmptyVector.of((WorkflowId.randomId(), OffsetDateTime.now)), OffsetDateTime.now)
     implicit val timeout: Timeout = Timeout(2.seconds.dilated)
     actor.ask(request).mapTo[Int] map { actual =>
       actual should be(expected)
@@ -113,13 +114,14 @@ class WorkflowStoreCoordinatedAccessActorSpec extends TestKitSuite("WorkflowStor
   forAll(failureResponses) { (description, result, expectedException, expectedMessagePrefix) =>
     it should s"fail to writeHeartBeats due to $description" in {
       val workflowStore = new InMemoryWorkflowStore {
-        override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)])
+        override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                                             heartbeatDateTime: OffsetDateTime)
                                             (implicit ec: ExecutionContext): Future[Nothing] = {
           result()
         }
       }
       val actor = TestActorRef(new WorkflowStoreCoordinatedAccessActor(workflowStore))
-      val request = WriteHeartbeats(NonEmptyVector.of((WorkflowId.randomId(), OffsetDateTime.now)))
+      val request = WriteHeartbeats(NonEmptyVector.of((WorkflowId.randomId(), OffsetDateTime.now)), OffsetDateTime.now)
       implicit val timeout: Timeout = Timeout(2.seconds.dilated)
       actor.ask(request).failed map { actual =>
         actual.getMessage should startWith(expectedMessagePrefix)
diff --git a/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActorSpec.scala b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActorSpec.scala
new file mode 100644
index 00000000000..a83782bc140
--- /dev/null
+++ b/engine/src/test/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreHeartbeatWriteActorSpec.scala
@@ -0,0 +1,75 @@
+package cromwell.engine.workflow.workflowstore
+
+import java.time.OffsetDateTime
+
+import akka.Done
+import akka.actor.CoordinatedShutdown
+import com.typesafe.config.ConfigFactory
+import cromwell.core.{TestKitSuite, WorkflowId}
+import cromwell.engine.CromwellTerminator
+import cromwell.engine.workflow.workflowstore.WorkflowStoreActor.WorkflowStoreWriteHeartbeatCommand
+import org.scalatest.concurrent.Eventually
+import org.scalatest.{FlatSpecLike, Matchers}
+
+import scala.concurrent.duration._
+import scala.concurrent.{ExecutionContext, Future}
+import scala.util.control.NoStackTrace
+
+class WorkflowStoreHeartbeatWriteActorSpec extends TestKitSuite("WorkflowStoreHeartbeatWriteActorSpec")
+  with FlatSpecLike with Matchers with Eventually {
+
+  behavior of "WorkflowStoreHeartbeatWriteActor"
+
+  it should "send a shutdown signal when unable to write workflow heartbeats" in {
+
+    var shutdownCalled = false
+
+    val workflowStore = new InMemoryWorkflowStore {
+      override def writeWorkflowHeartbeats(workflowIds: Set[(WorkflowId, OffsetDateTime)],
+                                           heartbeatDateTime: OffsetDateTime)
+                                          (implicit ec: ExecutionContext): Future[Int] = {
+        Future.failed(new RuntimeException("this is expected") with NoStackTrace)
+      }
+    }
+
+    val workflowStoreAccess = UncoordinatedWorkflowStoreAccess(workflowStore)
+    val workflowHeartbeatTypesafeConfig = ConfigFactory.parseString(
+      """|danger.debug.only.minimum-heartbeat-ttl = 10 ms
+         |system.workflow-heartbeats {
+         |  heartbeat-interval = 500 ms
+         |  write-batch-size = 1
+         |  write-failure-shutdown-duration = 1 s
+         |}
+         |""".stripMargin
+    ).withFallback(ConfigFactory.load())
+    val workflowHeartbeatConfig = WorkflowHeartbeatConfig(workflowHeartbeatTypesafeConfig)
+    val terminator = new CromwellTerminator {
+      override def beginCromwellShutdown(reason: CoordinatedShutdown.Reason): Future[Done] = {
+        shutdownCalled = true
+        Future.successful(Done)
+      }
+    }
+    val serviceRegistryActor = emptyActor
+    val workflowStoreHeartbeatWriteActor = system.actorOf(
+      WorkflowStoreHeartbeatWriteActor.props(
+        workflowStoreAccess,
+        workflowHeartbeatConfig,
+        terminator,
+        serviceRegistryActor
+      ),
+      "WorkflowStoreHeartbeatWriteActor"
+    )
+
+    val workflowId = WorkflowId.randomId()
+    val submissionTime = OffsetDateTime.now()
+
+    implicit val patienceConfig = PatienceConfig(timeout = 30.seconds, interval = 200.milliseconds)
+    eventually {
+      if (!shutdownCalled) {
+        // Workflow heartbeats are not automatically retried. Instead, write the heartbeat each time we retry.
+        workflowStoreHeartbeatWriteActor ! WorkflowStoreWriteHeartbeatCommand(workflowId, submissionTime)
+        fail("shutdown was not called")
+      }
+    }
+  }
+}
diff --git a/server/src/main/scala/cromwell/CromwellEntryPoint.scala b/server/src/main/scala/cromwell/CromwellEntryPoint.scala
index ac0b4c0b88f..5a9b41d758a 100644
--- a/server/src/main/scala/cromwell/CromwellEntryPoint.scala
+++ b/server/src/main/scala/cromwell/CromwellEntryPoint.scala
@@ -60,7 +60,14 @@ object CromwellEntryPoint extends GracefulStopSupport {
     implicit val actorSystem = cromwellSystem.actorSystem
 
     val sources = validateRunArguments(args)
-    val runnerProps = SingleWorkflowRunnerActor.props(sources, args.metadataOutput, gracefulShutdown, abortJobsOnTerminate.getOrElse(true))(cromwellSystem.materializer)
+    val runnerProps = SingleWorkflowRunnerActor.props(
+      source = sources,
+      metadataOutputFile = args.metadataOutput,
+      terminator = cromwellSystem,
+      gracefulShutdown = gracefulShutdown,
+      abortJobsOnTerminate = abortJobsOnTerminate.getOrElse(true),
+      config = cromwellSystem.config
+    )(cromwellSystem.materializer)
 
     val runner = cromwellSystem.actorSystem.actorOf(runnerProps, "SingleWorkflowRunnerActor")
 
@@ -107,7 +114,9 @@ object CromwellEntryPoint extends GracefulStopSupport {
     initLogging(command)
     lazy val Log = LoggerFactory.getLogger("cromwell")
     Try {
-      new CromwellSystem {}
+      new CromwellSystem {
+        override lazy val config = CromwellEntryPoint.config
+      }
     } recoverWith {
       case t: Throwable =>
         Log.error(s"Failed to instantiate Cromwell System. Shutting down Cromwell.", t)
diff --git a/server/src/test/scala/cromwell/CromwellTestKitSpec.scala b/server/src/test/scala/cromwell/CromwellTestKitSpec.scala
index c0175d64bcd..68bb814faa2 100644
--- a/server/src/test/scala/cromwell/CromwellTestKitSpec.scala
+++ b/server/src/test/scala/cromwell/CromwellTestKitSpec.scala
@@ -14,6 +14,7 @@ import cromwell.core.path.BetterFileMethods.Cmds
 import cromwell.core.path.DefaultPathBuilder
 import cromwell.docker.DockerInfoActor.{DockerInfoSuccessResponse, DockerInformation}
 import cromwell.docker.{DockerHashResult, DockerInfoRequest}
+import cromwell.engine.MockCromwellTerminator
 import cromwell.engine.workflow.WorkflowManagerActor.RetrieveNewWorkflows
 import cromwell.engine.workflow.lifecycle.execution.callcaching.CallCacheReadActor.{CacheLookupNoHit, CacheLookupRequest}
 import cromwell.engine.workflow.lifecycle.execution.callcaching.CallCacheWriteActor.SaveCallCacheHashes
@@ -106,6 +107,8 @@ object CromwellTestKitSpec {
   private val testWorkflowManagerSystemCount = new AtomicInteger()
 
   class TestWorkflowManagerSystem extends CromwellSystem {
+    override val config = CromwellTestKitSpec.DefaultConfig
+
     override protected def systemName: String = "test-system-" + testWorkflowManagerSystemCount.incrementAndGet()
     override protected def newActorSystem() = ActorSystem(systemName, ConfigFactory.parseString(CromwellTestKitSpec.ConfigText))
     /**
@@ -175,7 +178,9 @@ object CromwellTestKitSpec {
     }
   }
 
-  lazy val DefaultConfig = ConfigFactory.load.withValue(
+  lazy val DefaultConfig = ConfigFactory.load
+
+  lazy val NooPServiceActorConfig = DefaultConfig.withValue(
     "services.LoadController.class", ConfigValueFactory.fromAnyRef("cromwell.services.NooPServiceActor")
   )
 
@@ -229,10 +234,12 @@ object CromwellTestKitSpec {
   private val ServiceRegistryActorSystem = akka.actor.ActorSystem("cromwell-service-registry-system")
 
   val ServiceRegistryActorInstance = {
-    ServiceRegistryActorSystem.actorOf(ServiceRegistryActor.props(ConfigFactory.load()), "ServiceRegistryActor")
+    ServiceRegistryActorSystem.actorOf(ServiceRegistryActor.props(CromwellTestKitSpec.DefaultConfig), "ServiceRegistryActor")
   }
 
-  class TestCromwellRootActor(override val config: Config)(implicit materializer: ActorMaterializer) extends CromwellRootActor(false, false, serverMode = true) {
+  class TestCromwellRootActor(config: Config)(implicit materializer: ActorMaterializer)
+    extends CromwellRootActor(MockCromwellTerminator, false, false, serverMode = true, config = config) {
+
     override lazy val serviceRegistryActor = ServiceRegistryActorInstance
     override lazy val workflowStore = new InMemoryWorkflowStore
     override lazy val subWorkflowStore = new InMemorySubWorkflowStore(workflowStore)
@@ -308,7 +315,7 @@ abstract class CromwellTestKitSpec(val twms: TestWorkflowManagerSystem = default
              workflowOptions: String = "{}",
              customLabels: String = "{}",
              terminalState: WorkflowState = WorkflowSucceeded,
-             config: Config = DefaultConfig,
+             config: Config = NooPServiceActorConfig,
              patienceConfig: PatienceConfig = defaultPatience)(implicit ec: ExecutionContext): Map[FullyQualifiedName, WomValue] = {
 
     val rootActor = buildCromwellRootActor(config)
@@ -334,7 +341,7 @@ abstract class CromwellTestKitSpec(val twms: TestWorkflowManagerSystem = default
                              workflowOptions: String = "{}",
                              allowOtherOutputs: Boolean = true,
                              terminalState: WorkflowState = WorkflowSucceeded,
-                             config: Config = DefaultConfig,
+                             config: Config = NooPServiceActorConfig,
                              patienceConfig: PatienceConfig = defaultPatience)
                             (implicit ec: ExecutionContext): WorkflowId = {
     val rootActor = buildCromwellRootActor(config)
diff --git a/server/src/test/scala/cromwell/engine/WorkflowManagerActorSpec.scala b/server/src/test/scala/cromwell/engine/WorkflowManagerActorSpec.scala
index 8955e8909e5..3c428f04371 100644
--- a/server/src/test/scala/cromwell/engine/WorkflowManagerActorSpec.scala
+++ b/server/src/test/scala/cromwell/engine/WorkflowManagerActorSpec.scala
@@ -78,7 +78,7 @@ class WorkflowManagerActorSpec extends CromwellTestKitWordSpec with WorkflowDesc
           )
       }
 
-      val config = CromwellTestKitSpec.DefaultConfig.
+      val config = CromwellTestKitSpec.NooPServiceActorConfig.
         withValue("system.max-concurrent-workflows", ConfigValueFactory.fromAnyRef(2)).
         withValue("system.new-workflow-poll-rate", ConfigValueFactory.fromAnyRef(1))
 
diff --git a/server/src/test/scala/cromwell/engine/WorkflowStoreActorSpec.scala b/server/src/test/scala/cromwell/engine/WorkflowStoreActorSpec.scala
index 800dc5bb650..dc7f3779fa3 100644
--- a/server/src/test/scala/cromwell/engine/WorkflowStoreActorSpec.scala
+++ b/server/src/test/scala/cromwell/engine/WorkflowStoreActorSpec.scala
@@ -4,7 +4,7 @@ import java.time.OffsetDateTime
 
 import akka.testkit._
 import cats.data.{NonEmptyList, NonEmptyVector}
-import com.typesafe.config.{Config, ConfigFactory}
+import com.typesafe.config.Config
 import cromwell.core._
 import cromwell.core.abort.{AbortResponse, WorkflowAbortFailureResponse, WorkflowAbortRequestedResponse, WorkflowAbortedResponse}
 import cromwell.database.slick.EngineSlickDatabase
@@ -41,7 +41,7 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
   val helloCwlWorldSourceFiles = HelloWorld.asWorkflowSources(workflowType = Option("CWL"), workflowTypeVersion = Option("v1.0"))
   val cromwellId = "f00ba4"
   val heartbeatTtl = 1 hour
-  val rootConfig = ConfigFactory.load()
+  val rootConfig = CromwellTestKitSpec.DefaultConfig
   val databaseConfig = rootConfig.getConfig("database")
 
   /**
@@ -71,14 +71,34 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
   "The WorkflowStoreActor" should {
     "return an ID for a submitted workflow" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-ReturnIdForSubmitted"
+      )
       storeActor ! SubmitWorkflow(helloWorldSourceFiles)
       expectMsgType[WorkflowSubmittedToStore](10 seconds)
     }
 
     "check if workflow state is 'On Hold' when workflowOnHold = true" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-CheckOnHold"
+      )
       storeActor ! SubmitWorkflow(helloWorldSourceFilesOnHold)
       expectMsgPF(10 seconds) {
         case submit: WorkflowSubmittedToStore => submit.state shouldBe WorkflowOnHold
@@ -87,7 +107,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "return 3 IDs for a batch submission of 3" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-ReturnIdsForBatch"
+      )
       storeActor ! BatchSubmitWorkflows(NonEmptyList.of(helloWorldSourceFiles, helloWorldSourceFiles, helloWorldSourceFiles))
       expectMsgPF(10 seconds) {
         case WorkflowsBatchSubmittedToStore(ids, WorkflowSubmitted) => ids.toList.size shouldBe 3
@@ -96,7 +126,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "fetch exactly N workflows" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-FetchExactlyN"
+      )
       storeActor ! BatchSubmitWorkflows(NonEmptyList.of(helloWorldSourceFiles, helloWorldSourceFiles, helloCwlWorldSourceFiles))
       val insertedIds = expectMsgType[WorkflowsBatchSubmittedToStore](10 seconds).workflowIds.toList
 
@@ -139,8 +179,21 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
 
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
-      val readMetadataActor = system.actorOf(ReadMetadataActor.props())
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-FetchEncryptedWorkflowOptions"
+      )
+      val readMetadataActor = system.actorOf(
+        ReadMetadataActor.props(),
+        "ReadMetadataActor-FetchEncryptedOptions"
+      )
       storeActor ! BatchSubmitWorkflows(NonEmptyList.of(optionedSourceFiles))
       val insertedIds = expectMsgType[WorkflowsBatchSubmittedToStore](10 seconds).workflowIds.toList
 
@@ -182,7 +235,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "return only the remaining workflows if N is larger than size" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-ReturnOnlyRemaining"
+      )
       storeActor ! BatchSubmitWorkflows(NonEmptyList.of(helloWorldSourceFiles, helloWorldSourceFiles, helloWorldSourceFiles))
       val insertedIds = expectMsgType[WorkflowsBatchSubmittedToStore](10 seconds).workflowIds.toList
 
@@ -202,7 +265,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "remain responsive if you ask to remove a workflow it doesn't have" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(store, store |> access, CromwellTestKitSpec.ServiceRegistryActorInstance, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-RemainResponsiveForUnknown"
+      )
 
       storeActor ! FetchRunnableWorkflows(100)
       expectMsgPF(10 seconds) {
@@ -213,13 +286,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "abort an on hold workflow" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(
-        store,
-        store |> access,
-        CromwellTestKitSpec.ServiceRegistryActorInstance,
-        abortAllJobsOnTerminate = false,
-        workflowHeartbeatConfig
-      ))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-AbortOnHold"
+      )
       storeActor ! SubmitWorkflow(helloWorldSourceFiles.copy(workflowOnHold = true))
       val workflowId = expectMsgType[WorkflowSubmittedToStore](10.seconds).workflowId
       storeActor ! AbortWorkflowCommand(workflowId)
@@ -230,13 +307,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "abort a submitted workflow with an empty heartbeat" in {
       runWithDatabase(databaseConfig) { store =>
-        val storeActor = system.actorOf(WorkflowStoreActor.props(
-          store,
-          store |> access,
-          CromwellTestKitSpec.ServiceRegistryActorInstance,
-          abortAllJobsOnTerminate = false,
-          workflowHeartbeatConfig
-        ))
+        val storeActor = system.actorOf(
+          WorkflowStoreActor.props(
+            store,
+            store |> access,
+            CromwellTestKitSpec.ServiceRegistryActorInstance,
+            MockCromwellTerminator,
+            abortAllJobsOnTerminate = false,
+            workflowHeartbeatConfig
+          ),
+          "WorkflowStoreActor-AbortSubmittedEmptyHeartbeat"
+        )
         storeActor ! SubmitWorkflow(helloWorldSourceFiles)
         val workflowId = expectMsgType[WorkflowSubmittedToStore](10.seconds).workflowId
         storeActor ! AbortWorkflowCommand(workflowId)
@@ -250,16 +331,21 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
       runWithDatabase(databaseConfig) { store =>
         val coordinatedAccess = store |> access
 
-        val storeActor = system.actorOf(WorkflowStoreActor.props(
-          store,
-          coordinatedAccess,
-          CromwellTestKitSpec.ServiceRegistryActorInstance,
-          abortAllJobsOnTerminate = false,
-          workflowHeartbeatConfig
-        ))
+        val storeActor = system.actorOf(
+          WorkflowStoreActor.props(
+            store,
+            coordinatedAccess,
+            CromwellTestKitSpec.ServiceRegistryActorInstance,
+            MockCromwellTerminator,
+            abortAllJobsOnTerminate = false,
+            workflowHeartbeatConfig
+          ),
+          "WorkflowStoreActor-AbortSubmittedNonEmptyHeartbeat"
+        )
         storeActor ! SubmitWorkflow(helloWorldSourceFiles)
         val workflowId = expectMsgType[WorkflowSubmittedToStore](10.seconds).workflowId
-        coordinatedAccess.actor ! WriteHeartbeats(NonEmptyVector.of((workflowId, OffsetDateTime.now())))
+        coordinatedAccess.actor !
+          WriteHeartbeats(NonEmptyVector.of((workflowId, OffsetDateTime.now())), OffsetDateTime.now())
         expectMsg(10.seconds, 1)
         storeActor ! AbortWorkflowCommand(workflowId)
         val abortResponse = expectMsgType[AbortResponse](10.seconds)
@@ -270,13 +356,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "abort a running workflow with an empty heartbeat" in {
       runWithDatabase(databaseConfig) { store =>
-        val storeActor = system.actorOf(WorkflowStoreActor.props(
-          store,
-          store |> access,
-          CromwellTestKitSpec.ServiceRegistryActorInstance,
-          abortAllJobsOnTerminate = false,
-          workflowHeartbeatConfig
-        ))
+        val storeActor = system.actorOf(
+          WorkflowStoreActor.props(
+            store,
+            store |> access,
+            CromwellTestKitSpec.ServiceRegistryActorInstance,
+            MockCromwellTerminator,
+            abortAllJobsOnTerminate = false,
+            workflowHeartbeatConfig
+          ),
+          "WorkflowStoreActor-AbortRunningEmptyHeartbeat"
+        )
         storeActor ! SubmitWorkflow(helloWorldSourceFiles)
         val workflowId = expectMsgType[WorkflowSubmittedToStore](10.seconds).workflowId
 
@@ -299,13 +389,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
     "abort a running workflow with a non-empty heartbeat" in {
       runWithDatabase(databaseConfig) { store =>
         val coordinatedAccess = store |> access
-        val storeActor = system.actorOf(WorkflowStoreActor.props(
-          store,
-          coordinatedAccess,
-          CromwellTestKitSpec.ServiceRegistryActorInstance,
-          abortAllJobsOnTerminate = false,
-          workflowHeartbeatConfig
-        ))
+        val storeActor = system.actorOf(
+          WorkflowStoreActor.props(
+            store,
+            coordinatedAccess,
+            CromwellTestKitSpec.ServiceRegistryActorInstance,
+            MockCromwellTerminator,
+            abortAllJobsOnTerminate = false,
+            workflowHeartbeatConfig
+          ),
+          "WorkflowStoreActor-AbortRunningNonEmptyHeartbeat"
+        )
         storeActor ! SubmitWorkflow(helloWorldSourceFiles)
         val workflowId = expectMsgType[WorkflowSubmittedToStore](10.seconds).workflowId
 
@@ -318,7 +412,8 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
         Await.result(futureUpdate, 10.seconds.dilated) should be(1)
 
-        coordinatedAccess.actor ! WriteHeartbeats(NonEmptyVector.of((workflowId, OffsetDateTime.now())))
+        coordinatedAccess.actor !
+          WriteHeartbeats(NonEmptyVector.of((workflowId, OffsetDateTime.now())), OffsetDateTime.now())
 
         expectMsg(10.seconds, 1)
         storeActor ! AbortWorkflowCommand(workflowId)
@@ -330,13 +425,17 @@ class WorkflowStoreActorSpec extends CromwellTestKitWordSpec with CoordinatedWor
 
     "not abort a not found workflow" in {
       val store = new InMemoryWorkflowStore
-      val storeActor = system.actorOf(WorkflowStoreActor.props(
-        store,
-        store |> access,
-        CromwellTestKitSpec.ServiceRegistryActorInstance,
-        abortAllJobsOnTerminate = false,
-        workflowHeartbeatConfig
-      ))
+      val storeActor = system.actorOf(
+        WorkflowStoreActor.props(
+          store,
+          store |> access,
+          CromwellTestKitSpec.ServiceRegistryActorInstance,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-AbortNotFound"
+      )
       val notFoundWorkflowId = WorkflowId.fromString("7ff8dff3-bc80-4500-af3b-57dbe7a6ecbb")
       storeActor ! AbortWorkflowCommand(notFoundWorkflowId)
       val abortResponse = expectMsgType[AbortResponse](10 seconds)
diff --git a/server/src/test/scala/cromwell/engine/workflow/SingleWorkflowRunnerActorSpec.scala b/server/src/test/scala/cromwell/engine/workflow/SingleWorkflowRunnerActorSpec.scala
index 7da00ad2602..29ddac905a0 100644
--- a/server/src/test/scala/cromwell/engine/workflow/SingleWorkflowRunnerActorSpec.scala
+++ b/server/src/test/scala/cromwell/engine/workflow/SingleWorkflowRunnerActorSpec.scala
@@ -7,16 +7,16 @@ import akka.pattern.ask
 import akka.stream.ActorMaterializer
 import akka.testkit._
 import akka.util.Timeout
-import com.typesafe.config.ConfigFactory
 import cromwell.CromwellTestKitSpec._
 import cromwell._
 import cromwell.core.path.{DefaultPathBuilder, Path}
 import cromwell.core.{SimpleIoActor, WorkflowSourceFilesCollection}
+import cromwell.engine.MockCromwellTerminator
 import cromwell.engine.backend.BackendSingletonCollection
 import cromwell.engine.workflow.SingleWorkflowRunnerActor.RunWorkflow
 import cromwell.engine.workflow.SingleWorkflowRunnerActorSpec._
-import cromwell.engine.workflow.tokens.JobExecutionTokenDispenserActor
 import cromwell.engine.workflow.tokens.DynamicRateLimiter.Rate
+import cromwell.engine.workflow.tokens.JobExecutionTokenDispenserActor
 import cromwell.engine.workflow.workflowstore._
 import cromwell.util.SampleWdl
 import cromwell.util.SampleWdl.{ExpressionsInInputs, GoodbyeWorld, ThreeStep}
@@ -52,29 +52,53 @@ object SingleWorkflowRunnerActorSpec {
 
   class TestSingleWorkflowRunnerActor(source: WorkflowSourceFilesCollection,
                                       metadataOutputPath: Option[Path])(implicit materializer: ActorMaterializer)
-    extends SingleWorkflowRunnerActor(source, metadataOutputPath, false, false) {
+    extends SingleWorkflowRunnerActor(
+      source = source,
+      metadataOutputPath = metadataOutputPath,
+      terminator = MockCromwellTerminator,
+      gracefulShutdown = false,
+      abortJobsOnTerminate = false,
+      config = CromwellTestKitSpec.DefaultConfig
+    ) {
     override lazy val serviceRegistryActor = CromwellTestKitSpec.ServiceRegistryActorInstance
     override private [workflow] def done() = context.stop(self)
   }
 }
 
 abstract class SingleWorkflowRunnerActorSpec extends CromwellTestKitWordSpec with CoordinatedWorkflowStoreBuilder with Mockito {
-  private val workflowHeartbeatConfig = WorkflowHeartbeatConfig(ConfigFactory.load())
+  private val workflowHeartbeatConfig = WorkflowHeartbeatConfig(CromwellTestKitSpec.DefaultConfig)
   val store = new InMemoryWorkflowStore
   private val workflowStore =
-    system.actorOf(WorkflowStoreActor.props(store, store |> access, dummyServiceRegistryActor, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
-  private val serviceRegistry = TestProbe().ref
-  private val jobStore = system.actorOf(AlwaysHappyJobStoreActor.props)
-  private val ioActor = system.actorOf(SimpleIoActor.props)
-  private val subWorkflowStore = system.actorOf(AlwaysHappySubWorkflowStoreActor.props)
-  private val callCacheReadActor = system.actorOf(EmptyCallCacheReadActor.props)
-  private val callCacheWriteActor = system.actorOf(EmptyCallCacheWriteActor.props)
-  private val dockerHashActor = system.actorOf(EmptyDockerHashActor.props)
-  private val jobTokenDispenserActor = system.actorOf(JobExecutionTokenDispenserActor.props(serviceRegistry, Rate(100, 1.second), None))
+    system.actorOf(
+      WorkflowStoreActor.props(
+        store,
+        store |> access,
+        dummyServiceRegistryActor,
+        MockCromwellTerminator,
+        abortAllJobsOnTerminate = false,
+        workflowHeartbeatConfig
+      ),
+      "WorkflowStoreActor"
+    )
+  private val serviceRegistry = TestProbe("ServiceRegistryProbe").ref
+  private val jobStore = system.actorOf(AlwaysHappyJobStoreActor.props, "AlwaysHappyJobStoreActor")
+  private val ioActor = system.actorOf(SimpleIoActor.props, "SimpleIoActor")
+  private val subWorkflowStore = system.actorOf(
+    AlwaysHappySubWorkflowStoreActor.props,
+    "AlwaysHappySubWorkflowStoreActor"
+  )
+  private val callCacheReadActor = system.actorOf(EmptyCallCacheReadActor.props, "EmptyCallCacheReadActor")
+  private val callCacheWriteActor = system.actorOf(EmptyCallCacheWriteActor.props, "EmptyCallCacheWriteActor")
+  private val dockerHashActor = system.actorOf(EmptyDockerHashActor.props, "EmptyDockerHashActor")
+  private val jobTokenDispenserActor = system.actorOf(
+    JobExecutionTokenDispenserActor.props(serviceRegistry, Rate(100, 1.second), None),
+    "JobExecutionTokenDispenserActor"
+  )
 
 
   def workflowManagerActor(): ActorRef = {
-    val params = WorkflowManagerActorParams(ConfigFactory.load(),
+    val params = WorkflowManagerActorParams(
+      CromwellTestKitSpec.DefaultConfig,
       workflowStore = workflowStore,
       ioActor = ioActor,
       serviceRegistryActor = dummyServiceRegistryActor,
@@ -93,7 +117,10 @@ abstract class SingleWorkflowRunnerActorSpec extends CromwellTestKitWordSpec wit
   
   def createRunnerActor(sampleWdl: SampleWdl = ThreeStep, managerActor: => ActorRef = workflowManagerActor(),
                           outputFile: => Option[Path] = None): ActorRef = {
-    system.actorOf(Props(new TestSingleWorkflowRunnerActor(sampleWdl.asWorkflowSources(), outputFile)))
+    system.actorOf(
+      Props(new TestSingleWorkflowRunnerActor(sampleWdl.asWorkflowSources(), outputFile)),
+      "TestSingleWorkflowRunnerActor"
+    )
   }
 
   def singleWorkflowActor(sampleWdl: SampleWdl = ThreeStep, managerActor: => ActorRef = workflowManagerActor(),
diff --git a/server/src/test/scala/cromwell/subworkflowstore/SubWorkflowStoreSpec.scala b/server/src/test/scala/cromwell/subworkflowstore/SubWorkflowStoreSpec.scala
index 92a4e0f30d5..1091f405fee 100644
--- a/server/src/test/scala/cromwell/subworkflowstore/SubWorkflowStoreSpec.scala
+++ b/server/src/test/scala/cromwell/subworkflowstore/SubWorkflowStoreSpec.scala
@@ -1,11 +1,10 @@
 package cromwell.subworkflowstore
 
 import akka.testkit.TestProbe
-import com.typesafe.config.ConfigFactory
-import cromwell.CromwellTestKitWordSpec
 import cromwell.core.ExecutionIndex._
 import cromwell.core.{JobKey, WorkflowId, WorkflowSourceFilesWithoutImports}
 import cromwell.database.sql.tables.SubWorkflowStoreEntry
+import cromwell.engine.MockCromwellTerminator
 import cromwell.engine.workflow.CoordinatedWorkflowStoreBuilder
 import cromwell.engine.workflow.workflowstore.WorkflowStoreActor.SubmitWorkflow
 import cromwell.engine.workflow.workflowstore.WorkflowStoreSubmitActor.WorkflowSubmittedToStore
@@ -14,6 +13,7 @@ import cromwell.services.EngineServicesStore
 import cromwell.subworkflowstore.SubWorkflowStoreActor._
 import cromwell.subworkflowstore.SubWorkflowStoreSpec._
 import cromwell.util.WomMocks
+import cromwell.{CromwellTestKitSpec, CromwellTestKitWordSpec}
 import mouse.all._
 import org.scalatest.Matchers
 import org.specs2.mock.Mockito
@@ -35,8 +35,18 @@ class SubWorkflowStoreSpec extends CromwellTestKitWordSpec with CoordinatedWorkf
       val subWorkflowStoreService = system.actorOf(SubWorkflowStoreActor.props(subWorkflowStore))
 
       lazy val workflowStore = SqlWorkflowStore(EngineServicesStore.engineDatabaseInterface)
-      val workflowHeartbeatConfig = WorkflowHeartbeatConfig(ConfigFactory.load())
-      val workflowStoreService = system.actorOf(WorkflowStoreActor.props(workflowStore, workflowStore |> access, TestProbe().ref, abortAllJobsOnTerminate = false, workflowHeartbeatConfig))
+      val workflowHeartbeatConfig = WorkflowHeartbeatConfig(CromwellTestKitSpec.DefaultConfig)
+      val workflowStoreService = system.actorOf(
+        WorkflowStoreActor.props(
+          workflowStore,
+          workflowStore |> access,
+          TestProbe("ServiceRegistryProbe-Work").ref,
+          MockCromwellTerminator,
+          abortAllJobsOnTerminate = false,
+          workflowHeartbeatConfig
+        ),
+        "WorkflowStoreActor-Work"
+      )
 
       val parentWorkflowId = WorkflowId.randomId()
       val subWorkflowId = WorkflowId.randomId()
diff --git a/services/src/main/scala/cromwell/services/instrumentation/InstrumentedBatchActor.scala b/services/src/main/scala/cromwell/services/instrumentation/InstrumentedBatchActor.scala
index 9bea0a1a5d6..09ee8e735c3 100644
--- a/services/src/main/scala/cromwell/services/instrumentation/InstrumentedBatchActor.scala
+++ b/services/src/main/scala/cromwell/services/instrumentation/InstrumentedBatchActor.scala
@@ -5,6 +5,7 @@ import cromwell.core.actor.BatchActor
 import cromwell.services.instrumentation.InstrumentedBatchActor.{QueueSizeTimerAction, QueueSizeTimerKey}
 
 import scala.concurrent.Future
+import scala.util.{Failure, Success}
 
 object InstrumentedBatchActor {
   case object QueueSizeTimerKey
@@ -26,6 +27,7 @@ trait InstrumentedBatchActor[C] { this: BatchActor[C] with CromwellInstrumentati
     instrumentationPath.concatNel(NonEmptyList.one(name))
 
   private val processedPath = makePath("processed")
+  private val failurePath = makePath("failure")
   private val queueSizePath = makePath("queue")
 
   timers.startSingleTimer(QueueSizeTimerKey, QueueSizeTimerAction, CromwellInstrumentation.InstrumentationRate)
@@ -49,7 +51,10 @@ trait InstrumentedBatchActor[C] { this: BatchActor[C] with CromwellInstrumentati
     */
   protected def instrumentedProcess(f: => Future[Int]) = {
     val action = f
-    action foreach { n => count(processedPath, n.toLong, instrumentationPrefix) }
+    action onComplete {
+      case Success(numProcessed) => count(processedPath, numProcessed.toLong, instrumentationPrefix)
+      case Failure(_) => count(failurePath, 1L, instrumentationPrefix)
+    }
     action
   }
 }

From c1fe3fa6516c40dfe2c08697fd4b0544ee2006c5 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Wed, 24 Apr 2019 08:27:54 -0400
Subject: [PATCH 13/46] Change "push" tests to be opt-in (#4839)

---
 src/ci/bin/test.inc.sh | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/src/ci/bin/test.inc.sh b/src/ci/bin/test.inc.sh
index 7bcdbf81906..fd1292f666c 100644
--- a/src/ci/bin/test.inc.sh
+++ b/src/ci/bin/test.inc.sh
@@ -79,6 +79,8 @@ cromwell::private::create_build_variables() {
       CROMWELL_BUILD_IS_VIRTUAL_ENV=false
     fi
 
+    CROMWELL_BUILD_RUN_TESTS=true
+
     case "${CROMWELL_BUILD_PROVIDER}" in
         "${CROMWELL_BUILD_PROVIDER_TRAVIS}")
             CROMWELL_BUILD_IS_CI=true
@@ -98,6 +100,14 @@ cromwell::private::create_build_variables() {
             CROMWELL_BUILD_MYSQL_PASSWORD=""
             CROMWELL_BUILD_MYSQL_SCHEMA="cromwell_test"
             CROMWELL_BUILD_GENERATE_COVERAGE=true
+
+            # Always run on sbt, even for 'push'.
+            # This allows quick sanity checks before starting PRs *and* publishing after merges into develop.
+            if [[ "${CROMWELL_BUILD_TYPE}" == "sbt" ]]; then
+              CROMWELL_BUILD_RUN_TESTS=true
+            elif [[ "${TRAVIS_COMMIT_MESSAGE}" != *"[force ci]"* ]] && [[ "${TRAVIS_EVENT_TYPE}" == "push" ]]; then
+              CROMWELL_BUILD_RUN_TESTS=false
+            fi
             ;;
         "${CROMWELL_BUILD_PROVIDER_JENKINS}")
             # External variables must be passed through in the ENVIRONMENT of src/ci/docker-compose/docker-compose.yml
@@ -747,6 +757,10 @@ cromwell::private::kill_tree() {
 
 cromwell::build::exec_test_script() {
     cromwell::private::create_build_variables
+    if [[ "${CROMWELL_BUILD_RUN_TESTS}" == "false" ]]; then
+      echo "Use '[force ci]' in commit message to run tests on 'push'"
+      exit 0
+    fi
     cromwell::private::exec_test_script
 }
 

From e53e4c9eb6910943ffde7f9cc39a88b7f69c4b31 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Wed, 24 Apr 2019 08:29:58 -0400
Subject: [PATCH 14/46]  Log workflow IDs and counts, and retry, if metadata
 fails to be written (#4838)

---
 .../collections/EnhancedCollections.scala     |   4 +-
 .../scala/cromwell/MetadataWatchActor.scala   |   4 +-
 .../routes/CromwellApiServiceSpec.scala       |   2 +-
 .../services/metadata/MetadataService.scala   |   7 +-
 .../metadata/impl/WriteMetadataActor.scala    |  30 +++-
 .../impl/WriteMetadataActorSpec.scala         | 141 +++++++++++++++---
 6 files changed, 160 insertions(+), 28 deletions(-)

diff --git a/common/src/main/scala/common/collections/EnhancedCollections.scala b/common/src/main/scala/common/collections/EnhancedCollections.scala
index f9311d4f13a..f573506c953 100644
--- a/common/src/main/scala/common/collections/EnhancedCollections.scala
+++ b/common/src/main/scala/common/collections/EnhancedCollections.scala
@@ -71,9 +71,9 @@ object EnhancedCollections {
             case (element, dequeued) => (element, weightFunction(element), dequeued)
           }) match {
           // If the element's weight is > maxWeight and strict is true, drop the element
-          case Some((_, elementWeight, dequeued)) if c.gt(elementWeight, maxWeight) && strict => takeWhileWeightedRec(dequeued, head, weight)
+          case Some((_, elementWeight, dequeued)) if c.gteq(elementWeight, maxWeight) && strict => takeWhileWeightedRec(dequeued, head, weight)
           // If we're under the max weight, add the element to the head and recurse
-          case Some((element, elementWeight, dequeued)) if c.lt(elementWeight + weight, maxWeight) => takeWhileWeightedRec(dequeued, head :+ element, weight + elementWeight)
+          case Some((element, elementWeight, dequeued)) if c.lteq(elementWeight + weight, maxWeight) => takeWhileWeightedRec(dequeued, head :+ element, weight + elementWeight)
           // Otherwise stop here (make sure to return the original queue so we don't lose the last dequeued element)
           case _ => head -> tail
         }
diff --git a/engine/src/test/scala/cromwell/MetadataWatchActor.scala b/engine/src/test/scala/cromwell/MetadataWatchActor.scala
index f8a14818713..6d276b61bbc 100644
--- a/engine/src/test/scala/cromwell/MetadataWatchActor.scala
+++ b/engine/src/test/scala/cromwell/MetadataWatchActor.scala
@@ -17,13 +17,13 @@ final case class MetadataWatchActor(promise: Promise[Unit], matchers: Matcher*)
   var unsatisfiedMatchers = matchers
 
   override def receive = {
-    case PutMetadataAction(events) if unsatisfiedMatchers.nonEmpty =>
+    case PutMetadataAction(events, _) if unsatisfiedMatchers.nonEmpty =>
       unsatisfiedMatchers = unsatisfiedMatchers.filterNot { m => m.matches(events) }
       if (unsatisfiedMatchers.isEmpty) {
         promise.trySuccess(())
         ()
       }
-    case PutMetadataAction(_) => // Superfluous message. Ignore
+    case PutMetadataAction(_, _) => // Superfluous message. Ignore
     // Because the MetadataWatchActor is sometimes used in place of the ServiceRegistryActor, this allows WFs to continue:
     case kvGet: KvGet => sender ! KvKeyLookupFailed(kvGet)
     case kvPut: KvPut => sender ! KvPutSuccess(kvPut)
diff --git a/engine/src/test/scala/cromwell/webservice/routes/CromwellApiServiceSpec.scala b/engine/src/test/scala/cromwell/webservice/routes/CromwellApiServiceSpec.scala
index 173847fae31..f32a87857ef 100644
--- a/engine/src/test/scala/cromwell/webservice/routes/CromwellApiServiceSpec.scala
+++ b/engine/src/test/scala/cromwell/webservice/routes/CromwellApiServiceSpec.scala
@@ -592,7 +592,7 @@ object CromwellApiServiceSpec {
       case GetSingleWorkflowMetadataAction(id, None, None, _) => sender ! MetadataLookupResponse(metadataQuery(id), fullMetadataResponse(id))
       case GetSingleWorkflowMetadataAction(id, Some(_), None, _) => sender ! MetadataLookupResponse(metadataQuery(id), filteredMetadataResponse(id))
       case GetSingleWorkflowMetadataAction(id, None, Some(_), _) => sender ! MetadataLookupResponse(metadataQuery(id), filteredMetadataResponse(id))
-      case PutMetadataActionAndRespond(events, _) =>
+      case PutMetadataActionAndRespond(events, _, _) =>
         events.head.key.workflowId match {
           case CromwellApiServiceSpec.ExistingWorkflowId => sender ! MetadataWriteSuccess(events)
           case CromwellApiServiceSpec.SummarizedWorkflowId => sender ! MetadataWriteSuccess(events)
diff --git a/services/src/main/scala/cromwell/services/metadata/MetadataService.scala b/services/src/main/scala/cromwell/services/metadata/MetadataService.scala
index 81a1291fa41..ce9ae225de8 100644
--- a/services/src/main/scala/cromwell/services/metadata/MetadataService.scala
+++ b/services/src/main/scala/cromwell/services/metadata/MetadataService.scala
@@ -71,11 +71,14 @@ object MetadataService {
   }
 
   sealed trait MetadataWriteAction extends MetadataServiceAction {
+    def maxAttempts: Int
     def events: Iterable[MetadataEvent]
     def size: Int = events.size
   }
-  final case class PutMetadataAction(events: Iterable[MetadataEvent]) extends MetadataWriteAction 
-  final case class PutMetadataActionAndRespond(events: Iterable[MetadataEvent], replyTo: ActorRef) extends MetadataWriteAction
+
+  val MaximumMetadataWriteAttempts = 10
+  final case class PutMetadataAction(events: Iterable[MetadataEvent], maxAttempts: Int = MaximumMetadataWriteAttempts) extends MetadataWriteAction
+  final case class PutMetadataActionAndRespond(events: Iterable[MetadataEvent], replyTo: ActorRef, maxAttempts: Int = MaximumMetadataWriteAttempts) extends MetadataWriteAction
 
   final case object ListenToMetadataWriteActor extends MetadataServiceAction with ListenToMessage
 
diff --git a/services/src/main/scala/cromwell/services/metadata/impl/WriteMetadataActor.scala b/services/src/main/scala/cromwell/services/metadata/impl/WriteMetadataActor.scala
index c755a8728a9..ace3ba520ee 100644
--- a/services/src/main/scala/cromwell/services/metadata/impl/WriteMetadataActor.scala
+++ b/services/src/main/scala/cromwell/services/metadata/impl/WriteMetadataActor.scala
@@ -37,16 +37,38 @@ class WriteMetadataActor(override val batchSize: Int,
     dbAction onComplete {
       case Success(_) =>
         putWithResponse foreach { case (ev, replyTo) => replyTo ! MetadataWriteSuccess(ev) }
-      case Failure(regerts) =>
-        val workflowMetadataFailureCounts = e.toVector.flatMap(_.events).groupBy(x => x.key.workflowId).map { case (wfid, list) => s"$wfid: ${list.size}" }
-        log.error("Metadata events permanently dropped for the following workflows: " + workflowMetadataFailureCounts.mkString(","))
+      case Failure(cause) =>
 
-        putWithResponse foreach { case (ev, replyTo) => replyTo ! MetadataWriteFailure(regerts, ev) }
+        val (outOfTries, stillGood) = e.toVector.partition(_.maxAttempts <= 1)
+
+        handleOutOfTries(outOfTries, cause)
+        handleEventsToReconsider(stillGood)
     }
 
     dbAction.map(_ => allPutEvents.size)
   }
 
+  private def enumerateWorkflowWriteFailures(writeActions: Vector[MetadataWriteAction]): String =
+    writeActions.flatMap(_.events).groupBy(_.key.workflowId).map { case (wfid, list) => s"$wfid: ${list.size}" }.mkString(", ")
+
+  private def handleOutOfTries(writeActions: Vector[MetadataWriteAction], reason: Throwable): Unit = if (writeActions.nonEmpty) {
+    log.error(reason, "Metadata event writes have failed irretrievably for the following workflows. They will be lost: " + enumerateWorkflowWriteFailures(writeActions))
+
+    writeActions foreach {
+      case PutMetadataActionAndRespond(ev, replyTo, _) => replyTo ! MetadataWriteFailure(reason, ev)
+      case _: PutMetadataAction => () // We need to satisfy the exhaustive match but there's nothing special to do here
+    }
+  }
+
+  private def handleEventsToReconsider(writeActions: Vector[MetadataWriteAction]): Unit = if (writeActions.nonEmpty) {
+    log.warning("Metadata event writes have failed for the following workflows. They will be retried: " + enumerateWorkflowWriteFailures(writeActions))
+
+    writeActions foreach {
+      case action: PutMetadataAction => self ! action.copy(maxAttempts = action.maxAttempts - 1)
+      case action: PutMetadataActionAndRespond => self ! action.copy(maxAttempts = action.maxAttempts - 1)
+    }
+  }
+
   // EnhancedBatchActor overrides
   override def receive = enhancedReceive.orElse(super.receive)
   override protected def weightFunction(command: MetadataWriteAction) = command.size
diff --git a/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala b/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
index 23bdaed6eef..3d1e4c734b7 100644
--- a/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
+++ b/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
@@ -2,44 +2,116 @@ package cromwell.services.metadata.impl
 
 import java.sql.{Connection, Timestamp}
 
+import akka.actor.ActorRef
 import akka.testkit.{TestFSMRef, TestProbe}
-import cats.data.NonEmptyList
+import cats.data.{NonEmptyList, NonEmptyVector}
 import com.typesafe.config.ConfigFactory
 import cromwell.core.{TestKitSuite, WorkflowId}
 import cromwell.database.sql.joins.MetadataJobQueryValue
 import cromwell.database.sql.tables.{MetadataEntry, WorkflowMetadataSummaryEntry}
 import cromwell.database.sql.{MetadataSqlDatabase, SqlDatabase}
-import cromwell.services.metadata.MetadataService.{MetadataWriteSuccess, PutMetadataActionAndRespond}
+import cromwell.services.metadata.MetadataService.{MetadataWriteAction, MetadataWriteFailure, MetadataWriteSuccess, PutMetadataAction, PutMetadataActionAndRespond}
+import cromwell.services.metadata.impl.WriteMetadataActorSpec.BatchSizeCountingWriteMetadataActor
 import cromwell.services.metadata.{MetadataEvent, MetadataKey, MetadataValue}
 import org.scalatest.{FlatSpecLike, Matchers}
 
 import scala.concurrent.duration._
 import scala.concurrent.{ExecutionContext, Future}
+import scala.util.{Failure, Success}
+import scala.util.control.NoStackTrace
+import org.scalatest.concurrent.Eventually
+import org.scalatest.time.{Millis, Seconds, Span}
 
-class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matchers {
+class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matchers with Eventually {
 
   behavior of "WriteMetadataActor"
-  
-  it should "respond to all senders" in {
+
+  implicit val defaultPatience = PatienceConfig(timeout = scaled(Span(10, Seconds)), interval = Span(500, Millis))
+
+  it should "process jobs in the correct batch sizes" in {
     val registry = TestProbe().ref
-    val writeActor = TestFSMRef(new WriteMetadataActor(10, 1.second, registry, Int.MaxValue) {
-      override val metadataDatabaseInterface = mockDatabaseInterface
+    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 2.seconds, registry, Int.MaxValue) {
+      override val metadataDatabaseInterface = mockDatabaseInterface(0)
     })
-    
-    val metadataKey = MetadataKey(WorkflowId.randomId(), None, "metadata_key") 
-    val metadataEvent = MetadataEvent(metadataKey, MetadataValue("hello"))
-    
-    val probes = (1 until 20).map({ _ =>
+
+    def metadataEvent(index: Int) = PutMetadataAction(MetadataEvent(MetadataKey(WorkflowId.randomId(), None, s"metadata_key_$index"), MetadataValue(s"hello_$index")))
+
+    val probes = (0 until 27).map({ _ =>
       val probe = TestProbe()
-      probe.send(writeActor, PutMetadataActionAndRespond(List(metadataEvent), probe.ref))
       probe
+    }).zipWithIndex.map {
+      case (probe, index) => probe -> metadataEvent(index)
+    }
+
+    probes foreach {
+      case (probe, msg) => probe.send(writeActor, msg)
+    }
+
+    eventually {
+      writeActor.underlyingActor.batchSizes should be(Vector(10, 10, 7))
+    }
+  }
+
+  val failuresBetweenSuccessValues = List(0, 5, 9)
+  failuresBetweenSuccessValues foreach { failureRate =>
+    it should s"succeed metadata writes and respond to all senders even with $failureRate failures between each success" in {
+      val registry = TestProbe().ref
+      val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 100.millis, registry, Int.MaxValue) {
+        override val metadataDatabaseInterface = mockDatabaseInterface(failureRate)
+      })
+
+      def metadataEvent(index: Int, probe: ActorRef) = PutMetadataActionAndRespond(List(MetadataEvent(MetadataKey(WorkflowId.randomId(), None, s"metadata_key_$index"), MetadataValue(s"hello_$index"))), probe)
+
+      val probes = (0 until 43).map({ _ =>
+        val probe = TestProbe()
+        probe
+      }).zipWithIndex.map {
+        case (probe, index) => probe -> metadataEvent(index, probe.ref)
+      }
+
+      probes foreach {
+        case (probe, msg) => probe.send(writeActor, msg)
+      }
+
+      probes.foreach {
+        case (probe, msg) => probe.expectMsg(MetadataWriteSuccess(msg.events))
+      }
+      eventually {
+        writeActor.underlyingActor.failureCount should be (5 * failureRate)
+      }
+    }
+  }
+
+  it should s"fail metadata writes and respond to all senders with failures" in {
+    val registry = TestProbe().ref
+    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 100.millis, registry, Int.MaxValue) {
+      override val metadataDatabaseInterface = mockDatabaseInterface(100)
     })
-    
-    probes.foreach(_.expectMsg(MetadataWriteSuccess(List(metadataEvent))))
+
+    def metadataEvent(index: Int, probe: ActorRef) = PutMetadataActionAndRespond(List(MetadataEvent(MetadataKey(WorkflowId.randomId(), None, s"metadata_key_$index"), MetadataValue(s"hello_$index"))), probe)
+
+    val probes = (0 until 43).map({ _ =>
+      val probe = TestProbe()
+      probe
+    }).zipWithIndex.map {
+      case (probe, index) => probe -> metadataEvent(index, probe.ref)
+    }
+
+    probes foreach {
+      case (probe, msg) => probe.send(writeActor, msg)
+    }
+
+    probes.foreach {
+      case (probe, msg) => probe.expectMsg(MetadataWriteFailure(WriteMetadataActorSpec.IntermittentException, msg.events))
+    }
+    eventually {
+      writeActor.underlyingActor.failureCount should be(5 * 10)
+    }
   }
 
   // Mock database interface.
-  val mockDatabaseInterface = new MetadataSqlDatabase with SqlDatabase {
+  // A customizable number of failures occur between each success
+  def mockDatabaseInterface(failuresBetweenEachSuccess: Int) = new MetadataSqlDatabase with SqlDatabase {
     private def notImplemented() = throw new UnsupportedOperationException
 
     override protected val urlKey = "mock_database_url"
@@ -50,9 +122,18 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
     override def existsMetadataEntries()(
       implicit ec: ExecutionContext): Nothing = notImplemented()
 
+    var requestsSinceLastSuccess = 0
     // Return successful
     override def addMetadataEntries(metadataEntries: Iterable[MetadataEntry])
-                                   (implicit ec: ExecutionContext): Future[Unit] = Future.successful(())
+                                   (implicit ec: ExecutionContext): Future[Unit] = {
+      if (requestsSinceLastSuccess == failuresBetweenEachSuccess) {
+        requestsSinceLastSuccess = 0
+        Future.successful(())
+      } else {
+        requestsSinceLastSuccess += 1
+        Future.failed(WriteMetadataActorSpec.IntermittentException)
+      }
+    }
 
     override def metadataEntryExists(workflowExecutionUuid: String)
                                     (implicit ec: ExecutionContext): Nothing = notImplemented()
@@ -176,3 +257,29 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
     override def close(): Nothing = notImplemented()
   }
 }
+
+object WriteMetadataActorSpec {
+
+  val IntermittentException = new Exception("Simulated Database Flakiness Exception") with NoStackTrace
+
+  class BatchSizeCountingWriteMetadataActor(override val batchSize: Int,
+                                            override val flushRate: FiniteDuration,
+                                            override val serviceRegistryActor: ActorRef,
+                                            override val threshold: Int) extends WriteMetadataActor(batchSize, flushRate, serviceRegistryActor, threshold) {
+
+    var batchSizes: Vector[Int] = Vector.empty
+    var failureCount: Int = 0
+
+    override def process(e: NonEmptyVector[MetadataWriteAction]) = {
+      batchSizes = batchSizes :+ e.length
+      val result = super.process(e)
+      result.onComplete {
+        case Success(_) => // Don't increment failure count
+        case Failure(_) => failureCount += 1
+      }
+
+      result
+    }
+  }
+
+}

From 852a330a6a3ad3b06e839112b752bdbfd0efe2a8 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Wed, 24 Apr 2019 08:39:45 -0400
Subject: [PATCH 15/46] [develop] Ensure HealthMonitorServiceActor can
 initialize without google config (#4876)

---
 .../WorkbenchHealthMonitorServiceActor.scala  | 14 ++----
 .../HealthMonitorServiceActorSpec.scala       | 47 +++++++++++++++++++
 2 files changed, 52 insertions(+), 9 deletions(-)
 create mode 100644 services/src/test/scala/cromwell/services/healthmonitor/HealthMonitorServiceActorSpec.scala

diff --git a/services/src/main/scala/cromwell/services/healthmonitor/impl/workbench/WorkbenchHealthMonitorServiceActor.scala b/services/src/main/scala/cromwell/services/healthmonitor/impl/workbench/WorkbenchHealthMonitorServiceActor.scala
index 0a4b0908450..c974ec32261 100644
--- a/services/src/main/scala/cromwell/services/healthmonitor/impl/workbench/WorkbenchHealthMonitorServiceActor.scala
+++ b/services/src/main/scala/cromwell/services/healthmonitor/impl/workbench/WorkbenchHealthMonitorServiceActor.scala
@@ -42,11 +42,11 @@ abstract class WorkbenchHealthMonitorServiceActor(val serviceConfig: Config, glo
   protected lazy val Gcs = MonitoredSubsystem("GCS", () => checkGcs())
   protected lazy val PapiSubsystems = papiBackendConfigurations map papiMonitoredSubsystem
 
-  val googleConfig = GoogleConfiguration(globalConfig)
+  lazy val googleConfig = GoogleConfiguration(globalConfig)
 
-  val googleAuthName = serviceConfig.as[Option[String]]("google-auth-name").getOrElse("application-default")
+  lazy val googleAuthName = serviceConfig.as[Option[String]]("google-auth-name").getOrElse("application-default")
 
-  val googleAuth = googleConfig.auth(googleAuthName) match {
+  lazy val googleAuth = googleConfig.auth(googleAuthName) match {
     case Valid(a) => a
     case Invalid(e) => throw new IllegalArgumentException("Unable to configure WorkbenchHealthMonitor: " + e.toList.mkString(", "))
   }
@@ -64,13 +64,9 @@ abstract class WorkbenchHealthMonitorServiceActor(val serviceConfig: Config, glo
   }
 
   private def checkPapi(papiConfiguration: PapiConfiguration): Future[SubsystemStatus] = {
-    checkPapi(papiConfiguration.papiConfig, papiConfiguration.papiProviderConfig)
-  }
+    val papiConfig = papiConfiguration.papiConfig
+    val papiProviderConfig = papiConfiguration.papiProviderConfig
 
-  /**
-    * Demonstrates connectivity to Google Pipelines API (PAPI) by making sure it can access an authenticated endpoint
-    */
-  private def checkPapi(papiConfig: Config, papiProviderConfig: Config): Future[SubsystemStatus] = {
     val endpointUrl = new URL(papiConfig.as[String]("genomics.endpoint-url"))
     val papiProjectId = papiConfig.as[String]("project")
 
diff --git a/services/src/test/scala/cromwell/services/healthmonitor/HealthMonitorServiceActorSpec.scala b/services/src/test/scala/cromwell/services/healthmonitor/HealthMonitorServiceActorSpec.scala
new file mode 100644
index 00000000000..994d685bbfb
--- /dev/null
+++ b/services/src/test/scala/cromwell/services/healthmonitor/HealthMonitorServiceActorSpec.scala
@@ -0,0 +1,47 @@
+package cromwell.services.healthmonitor
+
+import akka.actor.Props
+import akka.pattern.AskSupport
+import akka.testkit.TestProbe
+import com.typesafe.config.ConfigFactory
+import cromwell.core.TestKitSuite
+import cromwell.services.healthmonitor.ProtoHealthMonitorServiceActor.{GetCurrentStatus, StatusCheckResponse}
+import cromwell.services.healthmonitor.impl.HealthMonitorServiceActor
+import org.scalatest.concurrent.Eventually
+import org.scalatest.time.{Millis, Seconds, Span}
+import org.scalatest.{FlatSpecLike, Matchers}
+
+import scala.concurrent.duration._
+
+class HealthMonitorServiceActorSpec extends TestKitSuite with FlatSpecLike with Matchers with Eventually with AskSupport {
+
+  override implicit def patienceConfig = PatienceConfig(timeout = scaled(Span(15, Seconds)), interval = Span(500, Millis))
+
+  behavior of "HealthMonitorServiceActor"
+
+  it should "be able to load an instance and answer questions even with only basic configuration" in {
+
+    val serviceConfigString =
+      """check-dockerhub: false
+        |check-engine-database: false
+        |check-gcs: false
+        |check-papi-backends: []
+        |""".stripMargin
+
+
+    val globalConfigString =
+      s"""services.HealthMonitor.config: {
+         |$serviceConfigString
+         |}
+         |""".stripMargin
+
+    val actor = system.actorOf(Props(new HealthMonitorServiceActor(ConfigFactory.parseString(serviceConfigString), ConfigFactory.parseString(globalConfigString), null)))
+
+    val testProbe = TestProbe()
+
+    eventually {
+      testProbe.send(actor, GetCurrentStatus)
+      testProbe.expectMsg(5.seconds, StatusCheckResponse(ok = true, systems = Map.empty))
+    }
+  }
+}

From 15ec080590340a8e1c6b74698e1734837d6f874c Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Wed, 24 Apr 2019 13:37:16 -0400
Subject: [PATCH 16/46] Log warnings for long running jobs (#4872)

---
 CHANGELOG.md                                  | 22 ++++++++-
 .../cromwell/backend/SlowJobWarning.scala     | 46 +++++++++++++++++++
 .../async/AsyncBackendJobExecutionActor.scala |  6 +--
 .../main/scala/cromwell/backend/backend.scala |  4 ++
 .../StandardAsyncExecutionActor.scala         | 10 +++-
 cromwell.example.backends/AWS.conf            |  3 ++
 cromwell.example.backends/LSF.conf            |  1 +
 cromwell.example.backends/PAPIv2.conf         |  5 +-
 ...inesApiAsyncBackendJobExecutionActor.scala |  3 +-
 .../common/PipelinesApiConfiguration.scala    |  1 -
 10 files changed, 92 insertions(+), 9 deletions(-)
 create mode 100644 backend/src/main/scala/cromwell/backend/SlowJobWarning.scala

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a031de085e0..2cc13c3ee44 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,9 @@
 
 * It is now possible to supply custom `google-labels` in [workflow options](https://cromwell.readthedocs.io/en/stable/wf_options/Google/).
 
-### Heartbeat failure shutdown
+### Config Changes
+
+#### Heartbeat failure shutdown
 
 When a Cromwell instance is unable to write heartbeats for some period of time it will automatically shut down. For more
 information see the docs on [configuring Workflow Hearbeats](https://cromwell.readthedocs.io/en/stable/Configuring/).
@@ -15,6 +17,23 @@ NOTE: In the remote chance that the `system.workflow-heartbeats.ttl` has been co
 then the new configuration value `system.workflow-heartbeats.write-failure-shutdown-duration` must also be explicitly
 set less than the `ttl`.
 
+#### Logging long running jobs
+
+All backends can now emit slow job warnings after a configurable time running. 
+NB This example shows how to configure this setting for the PAPIv2 backend:
+```conf
+# Emit a warning if jobs last longer than this amount of time. This might indicate that something got stuck.
+backend {
+  providers {
+    PAPIv2 {
+      config { 
+        slow-job-warning-time: 24 hours
+      }
+    }
+  }
+}
+```
+
 ### Bug fixes
 
 #### Better validation of workflow heartbeats
@@ -22,6 +41,7 @@ set less than the `ttl`.
 An error will be thrown on startup when the `system.workflow-heartbeats.heartbeat-interval` is not less than the
 `system.workflow-heartbeats.ttl`.
 
+
 ## 40 Release Notes
 
 ### Config Changes
diff --git a/backend/src/main/scala/cromwell/backend/SlowJobWarning.scala b/backend/src/main/scala/cromwell/backend/SlowJobWarning.scala
new file mode 100644
index 00000000000..074895e366a
--- /dev/null
+++ b/backend/src/main/scala/cromwell/backend/SlowJobWarning.scala
@@ -0,0 +1,46 @@
+package cromwell.backend
+
+import java.time.OffsetDateTime
+
+import akka.actor.{Actor, ActorLogging}
+import cromwell.backend.SlowJobWarning._
+
+import scala.concurrent.duration.FiniteDuration
+
+trait SlowJobWarning { this: Actor with ActorLogging =>
+
+  def slowJobWarningReceive: Actor.Receive = {
+    case WarnAboutSlownessAfter(jobId, duration) =>
+      alreadyWarned = false
+      warningDetails = Option(WarningDetails(jobId, OffsetDateTime.now(), OffsetDateTime.now().plusSeconds(duration.toSeconds)))
+    case WarnAboutSlownessIfNecessary => handleWarnMessage()
+  }
+
+  var warningDetails: Option[WarningDetails] = None
+  var alreadyWarned: Boolean = false
+
+  def warnAboutSlowJobIfNecessary(jobId: String) = {
+    // Don't do anything here because we might need to update state.
+    // Instead, send a message and handle this in the receive block.
+    self ! WarnAboutSlownessIfNecessary
+  }
+
+  private def handleWarnMessage(): Unit = {
+    if (!alreadyWarned) {
+      warningDetails match {
+        case Some(WarningDetails(jobId, startTime, warningTime)) if OffsetDateTime.now().isAfter(warningTime) =>
+          log.warning(s"Job with ID '{}' has been running since {} and might not be making progress", jobId, startTime)
+          alreadyWarned = true
+        case _ => // Nothing to do
+      }
+    }
+  }
+
+}
+
+object SlowJobWarning {
+  final case class WarnAboutSlownessAfter(jobId: String, duration: FiniteDuration)
+  case object WarnAboutSlownessIfNecessary
+
+  final case class WarningDetails(jobId: String, startTime: OffsetDateTime, warningTime: OffsetDateTime)
+}
diff --git a/backend/src/main/scala/cromwell/backend/async/AsyncBackendJobExecutionActor.scala b/backend/src/main/scala/cromwell/backend/async/AsyncBackendJobExecutionActor.scala
index d75e3f85cad..df8d0d6e9b1 100644
--- a/backend/src/main/scala/cromwell/backend/async/AsyncBackendJobExecutionActor.scala
+++ b/backend/src/main/scala/cromwell/backend/async/AsyncBackendJobExecutionActor.scala
@@ -4,7 +4,7 @@ package cromwell.backend.async
 import java.util.concurrent.ExecutionException
 
 import akka.actor.{Actor, ActorLogging, ActorRef}
-import cromwell.backend.BackendJobDescriptor
+import cromwell.backend.{BackendJobDescriptor, SlowJobWarning}
 import cromwell.backend.BackendJobExecutionActor._
 import cromwell.backend.async.AsyncBackendJobExecutionActor._
 import cromwell.core.CromwellFatalExceptionMarker
@@ -40,7 +40,7 @@ object AsyncBackendJobExecutionActor {
   }
 }
 
-trait AsyncBackendJobExecutionActor { this: Actor with ActorLogging =>
+trait AsyncBackendJobExecutionActor { this: Actor with ActorLogging with SlowJobWarning =>
 
   def dockerImageUsed: Option[String]
 
@@ -84,7 +84,7 @@ trait AsyncBackendJobExecutionActor { this: Actor with ActorLogging =>
     context.stop(self)
   }
 
-  override def receive: Receive = {
+  override def receive: Receive = slowJobWarningReceive orElse {
     case mode: ExecutionMode => robustExecuteOrRecover(mode)
     case IssuePollRequest(handle) => robustPoll(handle)
     case PollResponseReceived(handle) if handle.isDone => self ! Finish(handle)
diff --git a/backend/src/main/scala/cromwell/backend/backend.scala b/backend/src/main/scala/cromwell/backend/backend.scala
index d6ad9c3f41c..427f302d929 100644
--- a/backend/src/main/scala/cromwell/backend/backend.scala
+++ b/backend/src/main/scala/cromwell/backend/backend.scala
@@ -12,6 +12,7 @@ import cromwell.core.path.{DefaultPathBuilderFactory, PathBuilderFactory}
 import cromwell.core.{CallKey, WorkflowId, WorkflowOptions}
 import cromwell.docker.DockerInfoActor.DockerSize
 import cromwell.services.keyvalue.KeyValueServiceActor.KvResponse
+import net.ceedubs.ficus.Ficus._
 import wom.callable.{ExecutableCallable, MetaValueElement}
 import wom.graph.CommandCallNode
 import wom.graph.GraphNodePort.OutputPort
@@ -19,6 +20,7 @@ import wom.runtime.WomOutputRuntimeExtractor
 import wom.values.WomArray.WomArrayLike
 import wom.values._
 
+import scala.concurrent.duration.FiniteDuration
 import scala.util.{Failure, Success, Try}
 
 /**
@@ -142,6 +144,8 @@ case class BackendConfigurationDescriptor(backendConfig: Config, globalConfig: C
   def pathBuildersWithDefault(workflowOptions: WorkflowOptions)(implicit as: ActorSystem) = {
     PathBuilderFactory.instantiatePathBuilders(configuredFactoriesWithDefault.values.toList, workflowOptions)
   }
+
+  lazy val slowJobWarningAfter = backendConfig.as[Option[FiniteDuration]](path="slow-job-warning-time")
 }
 
 final case class AttemptedLookupResult(name: String, value: Try[WomValue]) {
diff --git a/backend/src/main/scala/cromwell/backend/standard/StandardAsyncExecutionActor.scala b/backend/src/main/scala/cromwell/backend/standard/StandardAsyncExecutionActor.scala
index 38d495ec470..1f5c5270660 100644
--- a/backend/src/main/scala/cromwell/backend/standard/StandardAsyncExecutionActor.scala
+++ b/backend/src/main/scala/cromwell/backend/standard/StandardAsyncExecutionActor.scala
@@ -20,6 +20,7 @@ import common.validation.Validation._
 import cromwell.backend.BackendJobExecutionActor.{BackendJobExecutionResponse, JobAbortedResponse, JobReconnectionNotSupportedException}
 import cromwell.backend.BackendLifecycleActor.AbortJobCommand
 import cromwell.backend.OutputEvaluator._
+import cromwell.backend.SlowJobWarning.{WarnAboutSlownessAfter, WarnAboutSlownessIfNecessary}
 import cromwell.backend._
 import cromwell.backend.async.AsyncBackendJobExecutionActor._
 import cromwell.backend.async._
@@ -73,7 +74,8 @@ case class DefaultStandardAsyncExecutionActorParams
   * NOTE: Unlike the parent trait `AsyncBackendJobExecutionActor`, this trait is subject to even more frequent updates
   * as the common behavior among the backends adjusts in unison.
   */
-trait StandardAsyncExecutionActor extends AsyncBackendJobExecutionActor with StandardCachingActorHelper with AsyncIoActorClient with KvClient {
+trait StandardAsyncExecutionActor
+  extends AsyncBackendJobExecutionActor with StandardCachingActorHelper with AsyncIoActorClient with KvClient with SlowJobWarning {
   this: Actor with ActorLogging with BackendJobLifecycleActor =>
 
   override lazy val ioCommandBuilder: IoCommandBuilder = DefaultIoCommandBuilder
@@ -922,7 +924,7 @@ trait StandardAsyncExecutionActor extends AsyncBackendJobExecutionActor with Sta
   private var missedAbort = false
   private case class CheckMissedAbort(jobId: StandardAsyncJob)
 
-  context.become(kvClientReceive orElse standardReceiveBehavior(None) orElse receive)
+  context.become(kvClientReceive orElse standardReceiveBehavior(None) orElse slowJobWarningReceive orElse receive)
 
   def standardReceiveBehavior(jobIdOption: Option[StandardAsyncJob]): Receive = LoggingReceive {
     case AbortJobCommand =>
@@ -964,6 +966,9 @@ trait StandardAsyncExecutionActor extends AsyncBackendJobExecutionActor with Sta
   private def executeOrRecoverSuccess(executionHandle: ExecutionHandle): Future[ExecutionHandle] = {
     executionHandle match {
       case handle: PendingExecutionHandle[StandardAsyncJob@unchecked, StandardAsyncRunInfo@unchecked, StandardAsyncRunState@unchecked] =>
+
+        configurationDescriptor.slowJobWarningAfter foreach { duration => self ! WarnAboutSlownessAfter(handle.pendingJob.jobId, duration) }
+
         tellKvJobId(handle.pendingJob) map { _ =>
           jobLogger.info(s"job id: ${handle.pendingJob.jobId}")
           tellMetadata(Map(CallMetadataKeys.JobId -> handle.pendingJob.jobId))
@@ -988,6 +993,7 @@ trait StandardAsyncExecutionActor extends AsyncBackendJobExecutionActor with Sta
         jobLogger.debug(s"$tag Polling Job ${handle.pendingJob}")
         pollStatusAsync(handle) flatMap {
           backendRunStatus =>
+            self ! WarnAboutSlownessIfNecessary
             handlePollSuccess(handle, backendRunStatus)
         } recover {
           case throwable =>
diff --git a/cromwell.example.backends/AWS.conf b/cromwell.example.backends/AWS.conf
index 0e4c25ba5be..441415cd00f 100644
--- a/cromwell.example.backends/AWS.conf
+++ b/cromwell.example.backends/AWS.conf
@@ -58,6 +58,9 @@ backend {
             auth = "default"
           }
         }
+
+        # Emit a warning if jobs last longer than this amount of time. This might indicate that something got stuck in the cloud.
+        slow-job-warning-time: 24 hours
       }
     }
   }
diff --git a/cromwell.example.backends/LSF.conf b/cromwell.example.backends/LSF.conf
index 1afff6c47d5..d3e8fb56d6f 100644
--- a/cromwell.example.backends/LSF.conf
+++ b/cromwell.example.backends/LSF.conf
@@ -22,4 +22,5 @@ backend {
         job-id-regex = "Job <(\\d+)>.*"
       }
     }
+  }
 }
diff --git a/cromwell.example.backends/PAPIv2.conf b/cromwell.example.backends/PAPIv2.conf
index 49f2a136ba9..008414a4b55 100644
--- a/cromwell.example.backends/PAPIv2.conf
+++ b/cromwell.example.backends/PAPIv2.conf
@@ -24,7 +24,10 @@ backend {
     
         # Make the name of the backend used for call caching purposes insensitive to the PAPI version.
         name-for-call-caching-purposes: PAPI
-    
+
+        # Emit a warning if jobs last longer than this amount of time. This might indicate that something got stuck in PAPI.
+        slow-job-warning-time: 24 hours
+
         # Set this to the lower of the two values "Queries per 100 seconds" and "Queries per 100 seconds per user" for
         # your project.
         #
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
index 7b56488b9f3..4373da18495 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiAsyncBackendJobExecutionActor.scala
@@ -87,7 +87,8 @@ object PipelinesApiAsyncBackendJobExecutionActor {
 
 class PipelinesApiAsyncBackendJobExecutionActor(override val standardParams: StandardAsyncExecutionActorParams)
   extends BackendJobLifecycleActor with StandardAsyncExecutionActor with PipelinesApiJobCachingActorHelper
-    with PipelinesApiStatusRequestClient with PipelinesApiRunCreationClient with PipelinesApiAbortClient with KvClient with PapiInstrumentation {
+    with PipelinesApiStatusRequestClient with PipelinesApiRunCreationClient with PipelinesApiAbortClient with KvClient
+    with PapiInstrumentation {
 
   override lazy val ioCommandBuilder = GcsBatchCommandBuilder
 
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiConfiguration.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiConfiguration.scala
index bbc6c5fd7d1..0ac927a13c1 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiConfiguration.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiConfiguration.scala
@@ -8,7 +8,6 @@ import cromwell.core.BackendDockerConfiguration
 import net.ceedubs.ficus.Ficus._
 import spray.json._
 
-
 class PipelinesApiConfiguration(val configurationDescriptor: BackendConfigurationDescriptor,
                                 val genomicsFactory: PipelinesApiFactoryInterface,
                                 val googleConfig: GoogleConfiguration,

From 6e55eaf4b331395dd79024a411e641ced6e1ae47 Mon Sep 17 00:00:00 2001
From: Ruchi <rmunshi@broadinstitute.org>
Date: Wed, 24 Apr 2019 13:38:40 -0400
Subject: [PATCH 17/46] Add note about bucket permissions in PAPI v2 (#4633)

---
 docs/tutorials/PipelinesApi101.md | 33 +++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)

diff --git a/docs/tutorials/PipelinesApi101.md b/docs/tutorials/PipelinesApi101.md
index aae0ee4dcd3..2324a7f7760 100644
--- a/docs/tutorials/PipelinesApi101.md
+++ b/docs/tutorials/PipelinesApi101.md
@@ -1,5 +1,38 @@
 ## Getting started on Google Pipelines API
 
+## Pipelines API v2
+
+### Basic Information
+
+Initial support for Google [Pipelines API version 2](https://cloud.google.com/genomics/reference/rest/) was added in Cromwell 32.
+Expect feature parity with v1 except:
+
+* PAPI v2 private Docker support is equivalent to that in PAPI v1 but the configuration differs, please see [Docker configuration](http://cromwell.readthedocs.io/en/develop/filesystems/Google#Docker) for more details.
+* The "refresh token" authentication mode is **NOT** supported on PAPI V2.
+
+In addition, the following changes are to be expected:
+
+* Error messages for failed jobs might differ from V1
+* The Pipelines API log file content might differ from V1
+
+### Setting up PAPIv2
+
+For now the easiest way to try PAPIv2 is to migrate an existing set up from PAPIv1 (see below). After that, copy the PAPIv2 sample configuration in [cromwell.examples.conf](https://github.com/broadinstitute/cromwell/blob/develop/cromwell.examples.conf) in place of the PAPIv1 backend.
+
+#### Permissions:
+
+With Pipelines API v2, the mode of authentication (ie, Application Default, User Service Account, default compute service account, etc) will need to have these permissions on the bucket holding the Cromwell directory (root directory):
+
+* storage.objects.list
+* storage.objects.create
+* storage.objects.delete
+
+## Pipelines API v1
+
+### Deprecation warning
+
+Please note that Google intends to deprecate PAPIv1 in the near future (circa mid 2019 or perhaps earlier). 
+
 ### Prerequisites
 
 This tutorial page relies on completing the previous tutorial:

From 2d9f98e42e0b30bcff09a76d45326a27d8b7e056 Mon Sep 17 00:00:00 2001
From: Adam Nichols <aednichols@gmail.com>
Date: Wed, 24 Apr 2019 13:45:10 -0400
Subject: [PATCH 18/46] Pin CWL conformance to commit 1f501e3

---
 .../cwl_output_json/cwl_output_json.inputs    |  8 +++---
 .../scala/centaur/cwl/OutputManipulator.scala |  5 ++--
 .../src/test/resources/application.conf       |  2 +-
 .../test/scala/CloudPreprocessorSpec.scala    | 12 ++++----
 src/ci/bin/test.inc.sh                        |  6 ++--
 src/ci/bin/testConformanceLocal.sh            |  2 +-
 src/ci/bin/testConformancePapiV2.sh           |  4 +--
 .../local_conformance_expected_failures.txt   | 18 ++++++++++++
 .../papi_v2_conformance_expected_failures.txt | 23 +++++++++++++++
 .../tesk_conformance_expected_failures.txt    | 28 +++++++++++++++++++
 10 files changed, 89 insertions(+), 19 deletions(-)

diff --git a/centaur/src/main/resources/standardTestCases/cwl_output_json/cwl_output_json.inputs b/centaur/src/main/resources/standardTestCases/cwl_output_json/cwl_output_json.inputs
index 99ca6fea8ac..d83a30872a9 100644
--- a/centaur/src/main/resources/standardTestCases/cwl_output_json/cwl_output_json.inputs
+++ b/centaur/src/main/resources/standardTestCases/cwl_output_json/cwl_output_json.inputs
@@ -1,22 +1,22 @@
 {
     "args.py": {
       "class": "File",
-      "location": "gs://centaur-cwl-conformance/cwl-inputs/args.py"
+      "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/args.py"
     },
     "reference": {
         "class": "File",
-        "location": "gs://centaur-cwl-conformance/cwl-inputs/chr20.fa",
+        "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/chr20.fa",
         "size": 123,
         "checksum": "sha1$hash"
     },
     "reads": [
         {
             "class": "File",
-            "location": "gs://centaur-cwl-conformance/cwl-inputs/example_human_Illumina.pe_1.fastq"
+            "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/example_human_Illumina.pe_1.fastq"
         },
         {
             "class": "File",
-            "location": "gs://centaur-cwl-conformance/cwl-inputs/example_human_Illumina.pe_2.fastq"
+            "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/example_human_Illumina.pe_2.fastq"
         }
     ]
 }
diff --git a/centaurCwlRunner/src/main/scala/centaur/cwl/OutputManipulator.scala b/centaurCwlRunner/src/main/scala/centaur/cwl/OutputManipulator.scala
index 7dab4920535..dcbe3a70ec8 100644
--- a/centaurCwlRunner/src/main/scala/centaur/cwl/OutputManipulator.scala
+++ b/centaurCwlRunner/src/main/scala/centaur/cwl/OutputManipulator.scala
@@ -93,7 +93,8 @@ object OutputManipulator extends Poly1 {
     // We need this because some task return a "File" object that actually does not exist on disk but has its content provided directly instead
     def sizeContent: Option[Long] = obj.kleisli("contents").flatMap(_.asString.map(_.length.toLong))
 
-    // The cwl test runner expects only the name, not the full path
+    // "as a special case, cwltest only matches the trailing part of location in the output sections so that it
+    // can do something reasonable regardless of URL scheme or prefix" - Peter Amstutz, 2019-04-16, CWL gitter
     val updatedLocation = obj.add("location", Json.fromString(path.pathAsString))
 
     // Get the format
@@ -128,7 +129,7 @@ object OutputManipulator extends Poly1 {
       val size = valueOrNull("size", defaultSize)
 
       val basename: Option[Json] =
-        Option(valueOrNull("basename", path.exists.option(path.nameWithoutExtension).map(Json.fromString).getOrElse(Json.Null)))
+        Option(valueOrNull("basename", path.exists.option(path.name).map(Json.fromString).getOrElse(Json.Null)))
 
       /*
       In order of priority use:
diff --git a/centaurCwlRunner/src/test/resources/application.conf b/centaurCwlRunner/src/test/resources/application.conf
index 91d07ee185c..27c24fa07bf 100644
--- a/centaurCwlRunner/src/test/resources/application.conf
+++ b/centaurCwlRunner/src/test/resources/application.conf
@@ -1 +1 @@
-papi.default-input-gcs-prefix="gs://centaur-cwl-conformance/cwl-inputs/"
\ No newline at end of file
+papi.default-input-gcs-prefix="gs://centaur-cwl-conformance-1f501e3/cwl-inputs/"
diff --git a/centaurCwlRunner/src/test/scala/CloudPreprocessorSpec.scala b/centaurCwlRunner/src/test/scala/CloudPreprocessorSpec.scala
index 20e5ff99d2b..b8eb3d47818 100644
--- a/centaurCwlRunner/src/test/scala/CloudPreprocessorSpec.scala
+++ b/centaurCwlRunner/src/test/scala/CloudPreprocessorSpec.scala
@@ -52,26 +52,26 @@ class CloudPreprocessorSpec extends FlatSpec with Matchers {
          |  "input": {
          |    "null": null,
          |    "file": {
-         |      "location": "gs://centaur-cwl-conformance/cwl-inputs/whale.txt",
+         |      "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/whale.txt",
          |      "class": "File",
          |      "secondaryFiles": [
          |        {
          |          "class": File,
-         |          "location": "gs://centaur-cwl-conformance/cwl-inputs/hello.txt"
+         |          "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/hello.txt"
          |        }
          |      ],
          |      "default": {
-         |        "location": "gs://centaur-cwl-conformance/cwl-inputs/default_whale.txt",
+         |        "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/default_whale.txt",
          |        "class": "File",
          |      }
          |    },
          |    "directory": {
-         |      "location": "gs://centaur-cwl-conformance/cwl-inputs/ref.fasta",
+         |      "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/ref.fasta",
          |      "class": "Directory",
          |      "listing": [
          |        {
          |          "class": File,
-         |          "location": "gs://centaur-cwl-conformance/cwl-inputs/hello.txt"
+         |          "location": "gs://centaur-cwl-conformance-1f501e3/cwl-inputs/hello.txt"
          |        }
          |      ]
          |    }
@@ -114,7 +114,7 @@ class CloudPreprocessorSpec extends FlatSpec with Matchers {
          |    inputBinding: { position: 2 }
          |    default:
          |      class: File
-         |      location: gs://centaur-cwl-conformance/cwl-inputs/args.py
+         |      location: gs://centaur-cwl-conformance-1f501e3/cwl-inputs/args.py
          |
          |outputs:
          |  args: string[]
diff --git a/src/ci/bin/test.inc.sh b/src/ci/bin/test.inc.sh
index fd1292f666c..684ead12ff0 100644
--- a/src/ci/bin/test.inc.sh
+++ b/src/ci/bin/test.inc.sh
@@ -342,9 +342,9 @@ cromwell::private::verify_secure_build() {
 }
 
 cromwell::private::export_conformance_variables() {
-    CROMWELL_BUILD_CWL_TOOL_VERSION="1.0.20180809224403"
-    CROMWELL_BUILD_CWL_TEST_VERSION="1.0.20180601100346"
-    CROMWELL_BUILD_CWL_TEST_COMMIT="eb73b5e70e65ab9303a814bd1c230b927018da8f" # use known git hash to avoid changes
+    CROMWELL_BUILD_CWL_TOOL_VERSION="1.0.20190228155703"
+    CROMWELL_BUILD_CWL_TEST_VERSION="1.0.20190228134645"
+    CROMWELL_BUILD_CWL_TEST_COMMIT="1f501e38ff692a408e16b246ac7d64d32f0822c2" # use known git hash to avoid changes
     CROMWELL_BUILD_CWL_TEST_RUNNER="${CROMWELL_BUILD_ROOT_DIRECTORY}/centaurCwlRunner/src/bin/centaur-cwl-runner.bash"
     CROMWELL_BUILD_CWL_TEST_DIRECTORY="${CROMWELL_BUILD_ROOT_DIRECTORY}/common-workflow-language"
     CROMWELL_BUILD_CWL_TEST_RESOURCES="${CROMWELL_BUILD_CWL_TEST_DIRECTORY}/v1.0/v1.0"
diff --git a/src/ci/bin/testConformanceLocal.sh b/src/ci/bin/testConformanceLocal.sh
index 8fdfb682f28..def67ff2c0d 100755
--- a/src/ci/bin/testConformanceLocal.sh
+++ b/src/ci/bin/testConformanceLocal.sh
@@ -45,7 +45,7 @@ CROMWELL_PID=$!
 sleep 30
 
 java \
-    -Xmx2g \
+    -Xmx6g \
     -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
     -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
     run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
diff --git a/src/ci/bin/testConformancePapiV2.sh b/src/ci/bin/testConformancePapiV2.sh
index 3d27b1fd2e1..09a4beb209d 100755
--- a/src/ci/bin/testConformancePapiV2.sh
+++ b/src/ci/bin/testConformancePapiV2.sh
@@ -17,7 +17,7 @@ cromwell::build::assemble_jars
 
 CENTAUR_CWL_RUNNER_MODE="papi"
 GOOGLE_AUTH_MODE="service-account"
-PAPI_INPUT_GCS_PREFIX=gs://centaur-cwl-conformance/cwl-inputs/
+PAPI_INPUT_GCS_PREFIX=gs://centaur-cwl-conformance-1f501e3/cwl-inputs/
 
 # Export variables used in conf files and commands
 export CENTAUR_CWL_RUNNER_MODE
@@ -50,7 +50,7 @@ CROMWELL_PID=$!
 sleep 30
 
 java \
-    -Xmx2g \
+    -Xmx6g \
     -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
     -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
     run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
diff --git a/src/ci/resources/local_conformance_expected_failures.txt b/src/ci/resources/local_conformance_expected_failures.txt
index e69de29bb2d..102d3f8c94e 100644
--- a/src/ci/resources/local_conformance_expected_failures.txt
+++ b/src/ci/resources/local_conformance_expected_failures.txt
@@ -0,0 +1,18 @@
+136
+140
+142
+156
+158
+159
+160
+161
+163
+164
+165
+166
+170
+171
+173
+190
+191
+196
diff --git a/src/ci/resources/papi_v2_conformance_expected_failures.txt b/src/ci/resources/papi_v2_conformance_expected_failures.txt
index 28c1eacd8b5..405b0c970ae 100644
--- a/src/ci/resources/papi_v2_conformance_expected_failures.txt
+++ b/src/ci/resources/papi_v2_conformance_expected_failures.txt
@@ -3,3 +3,26 @@
 101
 102
 107
+136
+137
+140
+142
+152
+153
+154
+156
+158
+159
+160
+161
+163
+164
+165
+166
+170
+171
+173
+189
+190
+191
+196
diff --git a/src/ci/resources/tesk_conformance_expected_failures.txt b/src/ci/resources/tesk_conformance_expected_failures.txt
index a6a44996c8f..bae7cc06c00 100644
--- a/src/ci/resources/tesk_conformance_expected_failures.txt
+++ b/src/ci/resources/tesk_conformance_expected_failures.txt
@@ -16,3 +16,31 @@
 118
 121
 129
+133
+136
+140
+142
+150
+151
+152
+153
+154
+155
+156
+158
+159
+160
+161
+163
+164
+165
+166
+170
+171
+172
+173
+174
+175
+190
+191
+196

From de53626a0e27390769abb65733d8ca92f44a5354 Mon Sep 17 00:00:00 2001
From: "Michael R. Crusoe" <1330696+mr-c@users.noreply.github.com>
Date: Wed, 24 Apr 2019 20:42:25 +0200
Subject: [PATCH 19/46] Create CITATION.md (#4890)

As per https://github.com/broadinstitute/cromwell/issues/4213#issuecomment-427305068
---
 CITATION.md | 26 ++++++++++++++++++++++++++
 1 file changed, 26 insertions(+)
 create mode 100644 CITATION.md

diff --git a/CITATION.md b/CITATION.md
new file mode 100644
index 00000000000..1e88d822a4f
--- /dev/null
+++ b/CITATION.md
@@ -0,0 +1,26 @@
+# Citing `Cromwell`
+
+If you use `Cromwell` in your work we would prefer it if you would use the following reference in your work.
+
+## BibTeX
+
+```bibtex
+@misc{https://doi.org/10.7490/f1000research.1114634.1,
+  doi = {10.7490/f1000research.1114634.1},
+  url = {https://f1000research.com/slides/6-1381},
+  author = {Voss,  Kate and Auwera,  Geraldine Van Der and Gentry,  Jeff},
+  title = {Full-stack genomics pipelining with GATK4 + WDL + Cromwell [version 1; not peer reviewed]},
+  journal = {ISCB Comm J},
+  publisher = {F1000Research},
+  type = {slides}
+  volume = {6},
+  number = {1381},
+  year = {2017}
+}
+```
+
+## Textual
+
+Voss K, Van der Auwera G and Gentry J. Full-stack genomics pipelining with GATK4 + WDL + Cromwell
+[version 1; not peer reviewed]. _F1000Research_ 2017, **6**(ISCB Comm J):1381 (slides)
+(https://doi.org/10.7490/f1000research.1114634.1) 

From 89439ea7ae916e4d2d10c0d39efb00f394bd2f50 Mon Sep 17 00:00:00 2001
From: mcovarr <mcovarr@users.noreply.github.com>
Date: Thu, 25 Apr 2019 17:36:36 -0400
Subject: [PATCH 20/46] CI fixes / band-aids (#4902)

---
 src/ci/bin/testCentaurBcs.sh          | 3 +++
 src/ci/resources/aws_application.conf | 2 +-
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/src/ci/bin/testCentaurBcs.sh b/src/ci/bin/testCentaurBcs.sh
index 94d0c2f4f91..b52d9d575f5 100755
--- a/src/ci/bin/testCentaurBcs.sh
+++ b/src/ci/bin/testCentaurBcs.sh
@@ -1,5 +1,8 @@
 #!/usr/bin/env bash
 
+# Temporary nerfing until the current zero-node cluster issue is resolved.
+exit 0
+
 set -o errexit -o nounset -o pipefail
 export CROMWELL_BUILD_REQUIRES_SECURE=true
 # import in shellcheck / CI / IntelliJ compatible ways
diff --git a/src/ci/resources/aws_application.conf b/src/ci/resources/aws_application.conf
index 800d9f2b627..b75be11df05 100644
--- a/src/ci/resources/aws_application.conf
+++ b/src/ci/resources/aws_application.conf
@@ -47,7 +47,7 @@ backend {
         concurrent-job-limit = 16
 
         default-runtime-attributes {
-          queueArn: "arn:aws:batch:us-east-1:952500931424:job-queue/GenomicsHighPriorityQue-c1ed17c72de5fcb"
+          queueArn: "arn:aws:batch:us-east-1:952500931424:job-queue/highpriority-1e2507f0-66c3-11e9-9a2f-1204ddd846a2"
         }
 
         filesystems {

From 8e71dfe9ff95e9f281a7849213f0f036b8b426e9 Mon Sep 17 00:00:00 2001
From: Jeff Gentry <geoffjentry@gmail.com>
Date: Fri, 26 Apr 2019 09:46:13 -0400
Subject: [PATCH 21/46] fail fast if output is never going to be there, plus
 shellcheck (#4899)

---
 src/ci/bin/testCentaurAws.sh                  |  2 --
 .../aws/src/main/resources/ecs-proxy/proxy    | 29 ++++++++++++-------
 2 files changed, 18 insertions(+), 13 deletions(-)

diff --git a/src/ci/bin/testCentaurAws.sh b/src/ci/bin/testCentaurAws.sh
index 3abbde3f169..95d8ae8da0c 100755
--- a/src/ci/bin/testCentaurAws.sh
+++ b/src/ci/bin/testCentaurAws.sh
@@ -37,9 +37,7 @@ cromwell::build::run_centaur \
     -e globbingbehavior \
     -e non_root_default_user \
     -e draft3_glob_access \
-    -e bad_output_task \
     -e cwl_interpolated_strings \
-    -e bad_file_string \
     -e non_root_specified_user \
     -e space \
     -e draft3_optional_input_from_scatter \
diff --git a/supportedBackends/aws/src/main/resources/ecs-proxy/proxy b/supportedBackends/aws/src/main/resources/ecs-proxy/proxy
index 9286b609343..9e83a37d232 100755
--- a/supportedBackends/aws/src/main/resources/ecs-proxy/proxy
+++ b/supportedBackends/aws/src/main/resources/ecs-proxy/proxy
@@ -47,7 +47,7 @@ awscp() {
   while [ $initExitCode -ne 0 ]
   do
     echo "aws s3 $1 --sse AES256 --no-progress $2 $3"
-    aws s3 $1 --sse AES256 --no-progress "$2" "$3"
+    aws s3 "$1" --sse AES256 --no-progress "$2" "$3"
     initExitCode=$?
     if [ $initExitCode -ne 0 ]; then
       if [ $retryTimes -gt 4 ]; then
@@ -94,7 +94,13 @@ copyfile() {
     if [[ "$localname" == glob-*/"*" ]]; then
       awscp sync "${localdirectory}/${name}" "${s3location}"
     else
-      awscp cp "${localdirectory}/${localname}" "${s3location}"
+      localfilepath="${localdirectory}/${localname}"
+      if [ -e  "$localfilepath" ] ; then
+        awscp cp "${localfilepath}" "${s3location}"
+      else
+        echo "No such local file: ${localfilepath}"
+        exit 1
+      fi
     fi
   else
     awscp cp "${s3location}" "${localdirectory}/${localname}"
@@ -110,7 +116,7 @@ copyfiles() {
 }
 
 copyToS3() {
-  if [ ! -z "${1}" ]; then
+  if [ -n "${1}" ]; then
     awscp cp "${1}" "${2}"
   else
     echo "Variable defining file to be copied does not exist"
@@ -129,12 +135,12 @@ decompVal() {
 # copy outputs as necessary
 #
 ###########################################################################
-if [ ! -z "${AWS_CROMWELL_INPUTS}" ]; then 
+if [ -n "${AWS_CROMWELL_INPUTS}" ]; then
   echo "Copying input files from s3"
   copyfiles "${AWS_CROMWELL_INPUTS}" in
 fi
 
-if [ ! -z "${AWS_CROMWELL_INPUTS_GZ}" ]; then
+if [ -n "${AWS_CROMWELL_INPUTS_GZ}" ]; then
   echo "Copying input files from s3 (gzipped input)"
   inputs=$(decompVal "${AWS_CROMWELL_INPUTS_GZ}")
   copyfiles "${inputs}" in
@@ -145,12 +151,6 @@ fi
 docker start -i "${AWS_ECS_PROXY_TARGET_CONTAINER_ID}" > /dev/null
 rc=$?
 
-# If there are no outputs, there's no reason to go through the dance below.
-# We can just exit now
-if [ ! -z "${AWS_CROMWELL_OUTPUTS}" ]; then
-  echo "Copying output files to S3"
-  copyfiles "${AWS_CROMWELL_OUTPUTS}" out
-fi
 echo "Copying rc file"
 copyToS3 "${AWS_CROMWELL_RC_FILE}" "${AWS_CROMWELL_CALL_ROOT}/"
 echo "Copying stdout file"
@@ -158,6 +158,13 @@ copyToS3 "${AWS_CROMWELL_STDOUT_FILE}" "${AWS_CROMWELL_CALL_ROOT}/"
 echo "Copying stderr file"
 copyToS3 "${AWS_CROMWELL_STDERR_FILE}" "${AWS_CROMWELL_CALL_ROOT}/"
 
+# Wait until copying stdout/stderr/rc before copying outputs to ensure they're always there in case of
+# transfer error. Check first that there are outputs prior to trying to copy the outputs
+if [ -n "${AWS_CROMWELL_OUTPUTS}" ]; then
+  echo "Copying output files to S3"
+  copyfiles "${AWS_CROMWELL_OUTPUTS}" out
+fi
+
 echo "Removing target container"
 docker rm "${AWS_ECS_PROXY_TARGET_CONTAINER_ID}"
 

From 30748e4f7b0ed0fdaf20b616622ff7f404ce4639 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Fri, 26 Apr 2019 17:49:36 -0400
Subject: [PATCH 22/46] Don't let awkward scheduled actions wreck test cases
 (#4898)

---
 .../cromwell/core/actor/BatchActor.scala      | 20 +++++++++++++++++--
 .../impl/WriteMetadataActorSpec.scala         | 16 +++++++++++----
 2 files changed, 30 insertions(+), 6 deletions(-)

diff --git a/core/src/main/scala/cromwell/core/actor/BatchActor.scala b/core/src/main/scala/cromwell/core/actor/BatchActor.scala
index 18582f76998..e61c2c2bb3d 100644
--- a/core/src/main/scala/cromwell/core/actor/BatchActor.scala
+++ b/core/src/main/scala/cromwell/core/actor/BatchActor.scala
@@ -1,5 +1,7 @@
 package cromwell.core.actor
 
+import java.time.OffsetDateTime
+
 import akka.actor.{ActorRef, FSM, Timers}
 import akka.dispatch.ControlMessage
 import cats.data.NonEmptyVector
@@ -72,14 +74,28 @@ abstract class BatchActor[C](val flushRate: FiniteDuration,
 
   def commandToData(snd: ActorRef): PartialFunction[Any, C]
 
+  // If work has arrived 'recently' - ie within this duration - ignore any periodic 'ScheduledProcessAction' messages
+  val recentArrivalThreshold: Option[FiniteDuration] = None
+  var mostRecentArrival: Option[OffsetDateTime] = None
+  def suitableIntervalSinceLastArrival(): Boolean = (for {
+    threshold <- recentArrivalThreshold
+    mostRecent <- mostRecentArrival
+    now = OffsetDateTime.now
+  } yield mostRecent.plusNanos(threshold.toNanos).isBefore(now)).getOrElse(true)
+
   when(WaitingToProcess) {
     // On a regular event, only process if the batch size has been reached.
     case Event(command, data) if commandToData(sender).isDefinedAt(command) =>
+      recentArrivalThreshold foreach { _ => mostRecentArrival = Option(OffsetDateTime.now()) }
       processIfBatchSizeReached(data.enqueue(commandToData(sender)(command)))
     // On a scheduled process, always process
     case Event(ScheduledProcessAction, data) =>
-      gossip(QueueWeight(data.weight))
-      processHead(data)
+      if (suitableIntervalSinceLastArrival()) {
+        gossip(QueueWeight(data.weight))
+        processHead(data)
+      } else {
+        stay()
+      }
     case Event(ShutdownCommand, data) =>
       logger.info(s"{} Shutting down: ${data.weight} queued messages to process", self.path.name)
       shuttingDown = true
diff --git a/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala b/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
index 3d1e4c734b7..ad43eb9f0c6 100644
--- a/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
+++ b/services/src/test/scala/cromwell/services/metadata/impl/WriteMetadataActorSpec.scala
@@ -30,7 +30,7 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
 
   it should "process jobs in the correct batch sizes" in {
     val registry = TestProbe().ref
-    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 2.seconds, registry, Int.MaxValue) {
+    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 10.millis, registry, Int.MaxValue) {
       override val metadataDatabaseInterface = mockDatabaseInterface(0)
     })
 
@@ -50,13 +50,15 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
     eventually {
       writeActor.underlyingActor.batchSizes should be(Vector(10, 10, 7))
     }
+
+    writeActor.stop()
   }
 
   val failuresBetweenSuccessValues = List(0, 5, 9)
   failuresBetweenSuccessValues foreach { failureRate =>
     it should s"succeed metadata writes and respond to all senders even with $failureRate failures between each success" in {
       val registry = TestProbe().ref
-      val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 100.millis, registry, Int.MaxValue) {
+      val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 10.millis, registry, Int.MaxValue) {
         override val metadataDatabaseInterface = mockDatabaseInterface(failureRate)
       })
 
@@ -79,12 +81,14 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
       eventually {
         writeActor.underlyingActor.failureCount should be (5 * failureRate)
       }
+
+      writeActor.stop()
     }
   }
 
   it should s"fail metadata writes and respond to all senders with failures" in {
     val registry = TestProbe().ref
-    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 100.millis, registry, Int.MaxValue) {
+    val writeActor = TestFSMRef(new BatchSizeCountingWriteMetadataActor(10, 10.millis, registry, Int.MaxValue) {
       override val metadataDatabaseInterface = mockDatabaseInterface(100)
     })
 
@@ -105,8 +109,10 @@ class WriteMetadataActorSpec extends TestKitSuite with FlatSpecLike with Matcher
       case (probe, msg) => probe.expectMsg(MetadataWriteFailure(WriteMetadataActorSpec.IntermittentException, msg.events))
     }
     eventually {
-      writeActor.underlyingActor.failureCount should be(5 * 10)
+      writeActor.underlyingActor.failureCount should be (5 * 10)
     }
+
+    writeActor.stop()
   }
 
   // Mock database interface.
@@ -270,6 +276,8 @@ object WriteMetadataActorSpec {
     var batchSizes: Vector[Int] = Vector.empty
     var failureCount: Int = 0
 
+    override val recentArrivalThreshold = Some(100.millis)
+
     override def process(e: NonEmptyVector[MetadataWriteAction]) = {
       batchSizes = batchSizes :+ e.length
       val result = super.process(e)

From 8a1596a2047488e6ae08c56b47c10d124859e087 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Sat, 27 Apr 2019 03:53:48 -0400
Subject: [PATCH 23/46] Switch BCS to a non phased-out instance type

---
 src/ci/bin/testCentaurBcs.sh | 3 ---
 src/ci/bin/test_bcs.inc.sh   | 2 +-
 2 files changed, 1 insertion(+), 4 deletions(-)

diff --git a/src/ci/bin/testCentaurBcs.sh b/src/ci/bin/testCentaurBcs.sh
index b52d9d575f5..94d0c2f4f91 100755
--- a/src/ci/bin/testCentaurBcs.sh
+++ b/src/ci/bin/testCentaurBcs.sh
@@ -1,8 +1,5 @@
 #!/usr/bin/env bash
 
-# Temporary nerfing until the current zero-node cluster issue is resolved.
-exit 0
-
 set -o errexit -o nounset -o pipefail
 export CROMWELL_BUILD_REQUIRES_SECURE=true
 # import in shellcheck / CI / IntelliJ compatible ways
diff --git a/src/ci/bin/test_bcs.inc.sh b/src/ci/bin/test_bcs.inc.sh
index 2a5d776f17b..4fd7692972b 100644
--- a/src/ci/bin/test_bcs.inc.sh
+++ b/src/ci/bin/test_bcs.inc.sh
@@ -61,7 +61,7 @@ cromwell::private::bcs::try_bcs_create_cluster() {
             create_cluster \
             "${cluster_name}" \
             --image img-ubuntu \
-            --type ecs.sn1.medium \
+            --type ecs.sn1ne.large \
             --nodes 8 \
             --vpc_cidr_block 192.168.1.0/24 \
             --no_cache_support \

From 1c6b55114f90b802ce095d6386b6a848d20cffd3 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Tue, 30 Apr 2019 17:45:02 -0400
Subject: [PATCH 24/46] Codify our release processes (#4884)

---
 scripts/release_processes/README.MD           |  21 +++++
 scripts/release_processes/caas-prod.dot       |  18 +++++
 scripts/release_processes/caas-prod.dot.png   | Bin 0 -> 38319 bytes
 .../release_processes/firecloud-develop.dot   |  73 ++++++++++++++++++
 .../firecloud-develop.dot.png                 | Bin 0 -> 253609 bytes
 .../release-cromwell-version.dot              |  10 +++
 .../release-cromwell-version.dot.png          | Bin 0 -> 5384 bytes
 7 files changed, 122 insertions(+)
 create mode 100644 scripts/release_processes/README.MD
 create mode 100644 scripts/release_processes/caas-prod.dot
 create mode 100644 scripts/release_processes/caas-prod.dot.png
 create mode 100644 scripts/release_processes/firecloud-develop.dot
 create mode 100644 scripts/release_processes/firecloud-develop.dot.png
 create mode 100644 scripts/release_processes/release-cromwell-version.dot
 create mode 100644 scripts/release_processes/release-cromwell-version.dot.png

diff --git a/scripts/release_processes/README.MD b/scripts/release_processes/README.MD
new file mode 100644
index 00000000000..24b4c8319b2
--- /dev/null
+++ b/scripts/release_processes/README.MD
@@ -0,0 +1,21 @@
+# Release Processes
+
+## How to Release Cromwell
+
+![release-cromwell-version](release-cromwell-version.dot.png) 
+ 
+## How to Deploy Cromwell in Firecloud
+
+![firecloud-develop](firecloud-develop.dot.png) 
+
+## How to Deploy Cromwell in CAAS prod
+
+![caas-prod](caas-prod.dot.png)
+
+## How to update these processes
+
+Have a better idea about how the deployment process should go? Make a PR and it'll be reviewed, just like a code change!
+
+ * Modify the appropriate `.dot` file in this directory.
+ * Run `for i in $(ls *.dot); do dot -Tpng -o $i.png $i; done` to update all pngs.
+ * Add and commit the changed `.dot` and `.png` files using git.
diff --git a/scripts/release_processes/caas-prod.dot b/scripts/release_processes/caas-prod.dot
new file mode 100644
index 00000000000..00be2bf5263
--- /dev/null
+++ b/scripts/release_processes/caas-prod.dot
@@ -0,0 +1,18 @@
+digraph {
+
+  # Nodes
+
+  release_cromwell [shape=oval label="Release new Cromwell version! Woohoo!"];
+  get_permission [shape=oval label="Get permission to deploy"];
+  update_cromwell_dev [shape=oval label="Update cromwell_dev repo"];
+  jenkins_deploy_dev [shape=oval label="Deploy to dev using Jenkins"];
+  jenkins_deploy_prod [shape=oval label="Deploy to prod using Jenkins"];
+
+  # Edges
+
+  release_cromwell -> get_permission
+  get_permission -> update_cromwell_dev
+  update_cromwell_dev -> jenkins_deploy_dev
+  jenkins_deploy_dev -> jenkins_deploy_prod
+
+}
diff --git a/scripts/release_processes/caas-prod.dot.png b/scripts/release_processes/caas-prod.dot.png
new file mode 100644
index 0000000000000000000000000000000000000000..e0c6ac51f9d7485eac6cdaea6bf7ab6a08cafc18
GIT binary patch
literal 38319
zcmeFZWm{DL_x??Xbcgg%l0$chba&U#skDG}H<Au5-3<yz4BedqlF}kbNW-=9`}sYD
z|Gn!52ghbMGke~#*4pRmTsvA_RSxR~`3pEWI4lKuX-zmd_&VU{8yX7mmx5^60q_gn
zT~kg9u4aM)IFN)>kbbT04gV_#8440O`$}Z9>jV`T8_UKrc6({l20lmT$TsE}8ygPK
z$bj^Yjg2Ya9#%i;1iGoMSbq3LwxV?@+F<4R)$l><YlSvTT0{(&DOENFyc`VA1&Jb<
z|BX2_#Jqm|@YlR2(tm&LnMw!-ZJ-GvBm{w`63_$@9S3#Kg+-nZH_)!p#@7GupZ`jm
zFa53hve;&Vcl~g+-pko_k00=OV;irq*IV25NFH!^{8jzcE~&LA3G-f}#3NcD@S;NY
zu0f{z<LwbAmi_V>+b&dvlHmO(Du=Rs1o(<nD&PHlL<kfTF}?J-XPJN_@~h65$~E(g
zWxB+wOK-SC4;m;AH-b9g`s0B8azc{8RussA)V?UGp=rl;br^4-9ceYH@axC7DR(gC
z&Zoyaw)^Yt#O@v(iTjVm!;Mc84;NZAuvE63r+1hbjOy&u=%0?H57ZB!>@{-=Mz(Kr
zzV*vc2Id+p1=iH_)^im&kfw08D#j&P4$#DIrRFE|mlzS2`lOMHj{QjZL_n&nUiM`i
z7Rvw9=VuZkW<ramZ>okYdSQaF1I-upi@>I7Sq!8JS2rX~cw6%b>8wF;?z_$#M!$#4
z#m#Rgofzu@ch1B!Pw9*i@Wo>>yg6n<AqIq=+zSe6M`cwY*5oA>H#JLP$q=qcx642G
zYp>yUUxb2+3atqgXGE1q(7`vNk0j`FsTv8mROT)NQ#0OiTmxuf({j`%+kTl(mI*>7
zD7IlcxNmFyY|Yu{Oy$?W`M?x$`(4iKh1YYviiPMG#ftlq!cluqqpFzR{z>6DB-M=Q
zkLn-Bv*SmI1IO2YmzUtQBYKdt<AEPX5}YV(7v-{u%!ub(&^K^8s2`*fiQ}0N%x7kt
z><Sgl^uJms(<i8x6Fa}z%ZpT#c+l=8G4soR8gBF;?~OZS;g=OVi0qTIp*9qErY=&*
z1vAj=GRb|G00otFL$lERWa@W{5$FrYMF055i~MeZwEr0x-QpduM`wi6#7R6}lNXw}
zIA9}8z#RIBJYR5L%TfCiia%a&C&Lxq{%V}$j_5~)oKvl$*rWzd&pyff`wS;)B&7gr
z_5usRj$bpvCNqhScJ53)z9j4m$l9)mDchw7JS|NS9?g`iZ#e@N-8Iaqkb{xwhY)cd
zMN$WpZHD5AqY)2*uzGKQrl@&rt#DYHMt(|!#byL*%s#absXlLz?`SZX=4*b=rL(+%
zut%h{QoLn+D5?K&5IkZJeTs5&_(c~+a|BfXas(}Zy(L*H*>^AJeGf4GS^XznPXXR1
z9ap?GugUU3dom55qDYw2(%IsLyNCbnPG4N}1kT#w%|KIc)xDMjcg8HIhGcL*p;p*1
zQ=T#6gKi*K&>=HQMB3cSyDrK#zw`0a1*3P?Ts}x1o4E0#Ls6fCWYsKFJU)i`J(lIF
z&D6RATV56vbc&_*=4IGaJg%zbHKUDUZ=4R)z0fSnZRAz2ww6jU<gmOHo4AhnH=%<F
z%0N((?1!B+y&lKfj`Z+Fvp|#cYCJBNx&hFa0cp)(2&Clr=X0!(WTJtckw9OLVQz|H
zp`Dbm#ZOVGh#WVOm*fT9f`53-hLhPqU*C;-HP$&9pr8~M;F)@FhM#W5az=bI^;PJt
ztnI9bwYJBE5^fklZ8GhfG(Pgy4Y|AhFDjue+ZJT_ZpRDo(wxqI;zk4S4m6?r?*q%P
z3{sL|^MYqmwDE5(g`<oEI!Xl9^>^DmtVz-HIFuPM`x)(=ZxDJNA}Y4FeK0A8IMaWj
z?-mdC5h<Q{bLW%ULNLMuCrBXu(p+pD&3VDV7OQbm{9A<3F7(Z(tGU3%0pssSm~lQV
zr1O@EV#HK|_pVs-2yo$^<7|y%_%>P2{8%o5A&DjAvrDEi|03r+9gJL%*KAVa$<O<D
z>z>EQ?v0Qe!Kedh>t3$N7;v!$`_34{B|P8-DY5H~(9K{}Dl{Ci3w7_aVWxQn)>x;#
zY<E>;INXi>ed`}C1<Q-0lkU$0@%ai5hO&83nzzt-53E`=B(@fV-hm*?{BYtI7@X}c
z`X19VIv*Cs$oaE_>ru8I?@n;uue!>$-2MKR=FZb*(eM$~$fX;(7g#B!hmy9s<4%U0
zEB}@n5M4aC3lqi3seFFoQI>%<dp{=#H8Z5^(*fU+8&Y1J?$EMaPm76pK5<m@jbqh&
zJAQNR!--Cp-<TeI>(6A!pMDZO)nDg29p`j6CjT<Yz9Z7<>zmVF999W)n$TS=i_?a!
z7}f|KJrf;NF0pFcADD6TKR+3}DYX1*7)?FjvbJd5Nyi99!Fn;u@vVyE_Sk;s-uJ)B
z`YQ()x&8i!r(VlWx>3)#z<O2e*Xfb!<^@AY$K`^S(x7i{10za=y@&u1;%E5=S}aaC
zy2(iyzf_c4i@~n>{^c$~gm^hP@esWAc|9{qj;?#R%b32onRKJK<(Sp!d~G^hVB%pD
zV0bp8Kndz6#H_XLZcA1vDjrSqsu=52lcv50#U_S*W72zhfdPDrCvH;VnC%~o-N*SV
z#5*4Tu6Rn+yePfPM?k7m?l>D^^|XL`2I8WKk=~f2_hWR8^REyZfA2JqIZ@FtWfiAA
z?)F0okbKv6P*S3u^kHg{rugYR@9CEt&aR%<ck55deiX!?AB2vZW);uA<L}q?V$X_V
zj?}bl#r(Q{!CHlzZWeI!E3hLPm|0Haz=z8i)ZP6Knbj*`xN%Ce-C{VTe^=k}pNW%R
z<$U<vS~1-l<2p$B9utTY9dEDZj{Seil*^xm$Qm$H^gDomci#QhScPhfcBSDc%8|VT
zhLpLc==6!y`hrwV_@Ic{T*kn$#0SBYu**_MBBClF(KgqoWa~|aYBMbjChN#DzH>_T
z*EQi7ZDN^m+$-Qim?^Cm7@O0UZ*56B1Y~@wuj%QgWWRIM$H+x8#}&QONe%z9{CA7E
z-07yBY3oXDGUetkbB`)vX#Mq^mYU4>dD_uWmqi9-a}U4{pR)Y+yRFhRh4R<yt@iVY
z*oNbz^p#KxhfeLecfM*63qG?I2a>2vE@0&*-I_*^OB249UTM@68~xkDdn^0WnXsRi
z`!_Iv8h@)Rv{j8L3CdMp=1k1U`$bz*_X4Tv-FKbA2I7K6v$YD=#R8@g@)UVg2G9nx
ztfYy9f*ifW;dNr*ec@=m>M*nKyO=Y>V;^fD<y5gRnYz^uq@)6Ja565^L#hX5g$Xl$
zT#QPMeDUhy2Sq9T**7D+inUkpIeoCId|c^AV0!mIo7eXf$D(=dl(~F;qibXNI!Z{?
z;p=vygy~iJp_kwyBU2p;yPCJlZbtsf+i&cFEh|sQMT*CNA-<bPKD52MM$W~=m054w
z?DehFblO(anuF;?t*H#!vZvt5{;jM^F_!c7@l`5$(m3HCj5X3P-?l&`Wulbm=R#$F
z^6<f=jK{udNttx~Zad=l8@D(6wG%#TiuP2KBP9qTcFt?Vv(hqWBXJGYkq-aR_YO$G
zZN*|^7`4X_;bF5!g~a~QMbi(?H0J)pt7B9je&MyPD2Dg@g9AkqVZ7GTMg{L|lLT(P
zFP8j*&L>1_CwP_}yxLXsJQoavHx;NjE9KJ-+&%OHytbb3p$(><^E!urkQ_DQTu(!K
zjC)aDI(^JBEjK3Hs`O!F+SZMDkIV)g4AF-%SCH}LiT&v#@VxURn?^AmNySY-Q=g`Y
z%!w7JaMVMSD<13DB!26hAoh0&MuD;?>7h+x;*r$Wm%nZK7Lk<+Eh5^0bMf32lZ=}l
zs3Ni2p753NZ70X9@y%&c6-3<Cb`AAMqmpJ!KO7eyTYK74?QewQ=&G%c&DIkQkULi8
zQ_^2m?{#dpDTXCZiCwMofCa`UUI6*fOCQ+$m#sL08*rY4u&|c#<J3yT#aKnLZ2!OC
zH(Rz7Fq%l*KeoF&f%@o0PMC<T#yDxM%<ae8>D|qM(x`sIq=fQ)G5=?Z^ksF9b>zze
ztQHb?ZKpH4K521P+iyqEn;LJgUG)i}JqrIP=1{*if;FYHjP(fp(ie!9YyD-KImZ-V
zc#@`bJ1s>ePN>g$=eX2<A<Ozh2~fYj!4@hiqIUlI;QcQDx68<4J>}!MGIZm74f4Kw
z>wp7=>Lx$K!%Y}79c6<05c;%r^Cpi=hjs+D>QHmepn<ver@_^a_v=IIy7ZzsC&>wH
z1re!<v?A|<k%^f#sO6am`pfGMUAr|GdJkL=*cu#*c%m$-a5J(9)-5$iZ3$(QDb1{s
zWC}dwZ}VD3TurknD@*QwSt+P@&L_2E7;x2INy#u_j1=l49~}Hhi*+yvBljonJ;?p=
zd-^Fg10R|{%RzSlyU4uAh?!^<<?7aHPW1EExNnd-Af-E|c{_MPn9--JQ{<uhC+GcI
zbdPqkAB55Oe*Nk3Jz?;hbEvzKbMySxmzB4blN^+Ggb`Fbpy-){BO%ek@e>OFi|I@z
z&5rbb(b)3XBAzA|S(lH_-UZ{WbLVU7&}J=Nm)BC5C{3z#bEy>8rg95QRz7KmG=;eA
zh|1vxawBx(?`g+O_dKA&lEom|mw%v^3DGk`axS=xwR<sP**_}3@e5u|y(vVq@TGJf
zqG;03J9tXdHGIW7h);(pgIDwG-FJN?N%l9g78(oG2R?Kc(g(kI&7cN^h-Bj=B`?Eo
ztgJotY*h&t6*P=jWp=;!6(|2ioN2A_%@XgnJ1G9Na2LJ4z#O9WH{tXx8Q)nzst-_5
z9*W6KH5hpqkBKlD!TOp`nj(L3qcUo?2JCxDF%1mB_L=(}6hy3cZ_SzMDAPn6T>Pz_
zw!|4m_e8}#>bOVV3wwOba{iJ*nZTVn?+EpXFc0uE_rR2$Q_`(DG82aUrk%;6OlW`u
zE4>GHuSGJh+MFRHHPnB~Pkl9V0==Td7?Z6fBH9sjs9MSh(jLd>^RS{zkN!@Vj2Ds)
z&r_Zrr_mF1pv}chcWO-MET<upPRLN>bU{Uj<=7clbkP;J+Hk&L7U(}NvKdCuAi5ji
zBYs2(J<8uEvKJ7Mlg0PNMv;^S#{#=b?rGs}&BgW6q~YwG>je8Ub=t~Hey--WCP_nu
z5|^79F&H6&{ZWCB__BuF0lbJD&Ds)$Yfit6&@n-(-|TGeU3!A8OufmjhUR{E(iJHF
zZ8Q++#d5^n$LT_<y_YiH_<{bJ?@r*>Mb25(n?0XP>iMCeHPo84q~P>exZ9)Ju4JP4
z;Nl*M5Zn-gx&1qhlCp)Sz#hTkl;|r$P_3wE2BM|>7>k2@JtwEkAbttV>34)7Zlm)8
z{pWWo=xKzE-)8D<172#d)?3GVI31K5kl(Az<kzGmn1lw^E`EL?O&NTMo;aC0nY|6v
z_!LW9aLu%Rr(~Bw9x=jtVTL{0_VcNEI*bY~YG{|_=P0;TS~MfIUyQjb)VplUP~yEA
zwKdE3KLfR(dgSBIT$NX#w(xv%xnq&L=H<uZ^mvw-yR6Ki5gsCP7S^G|kX}2`SQD+b
zl&tq!gq<x~+L`cCRpDBzis#S+&79p#@Ij+eDaDs13yksFy^d)N$LsHJza3vVX?K4l
z?I^35btx;sj(C-e=W;x7r>IQEeXB`b42|4IQI)Oor4Bf&$aYwPt-bDrHh81npuo5o
zmcNqElR9Wa;(T8nN{J#y*A@Dd4bq-{zew_1#;+)un1NI@qU;XMwnceKchPnl7~STF
zkKjxU#h+ryOLTvokGreaLZ#K&UhWWKko8YoUR|5NXl(<77c`>g@V(Z2_Ac5Jlz9eU
zM=CK5EMw`0A?hlQ;Y|l;%qm)Zp}@6Q+|!(KXCL<?rU#|{62ACq+{=}PW3gzvo9g0=
zZmA^UAg(Abyo(GZ>AIGqkP3D)wcoo;{(majNl=C;mOHli<7_QlMU<&ff`3yBU(RWz
z{Yn2Owz4f*5HaSJ%>KS+C+lRaX@a5<`y=I|#96N&h1Fznpqs=3vHchJAzOs+XrTo1
z>B@Fvnet?>4ve{ur9N*rsMh3O$zs%OM*6@nhcw4~B+tdSauzxqnnQQEtbc#JQJF>x
z>v}kTC!9C1swQ-(@bc%0^VP-=0a5l^<G5**KG8j(3a@^=YRR?TAaiBpC~Sq>4(5`Y
zpZks^(yPFkO1-O~vQ&K$;7WxAavFHRrPth4dba?P;I`1kxn9EkS&o6&>xO!zuKb0r
z<7aV!AN=uS-ms~xVjP;c4OCSzZt5fU0p^+Xo{{tyYk`&ipV4@zAaP+o#=Hz^+k)f)
z_z$225b`!5LF}tTm{7Kn%8jlnyDR(7O#ZpXNG3U-X!plpRisKzOqJ`pkGrFIW8sM}
z8M}*o)rRh!N_6c~BduQW_28mIBAr2HtigDsCs<?HuR)V_M?UYG8u;#~{>);xYc(N)
z7{b7XxpTqOygg`RcobanFu`I9zCtY0SD+T1H-hoaNlb--Jc=RkTk^y`g8i}%_q8Px
zPMM=0M#?5+e;Q-V-v;m<1$e(X)Rt10#t3(bs7o*9z>Fi<_a=21MS?&bYg!e@w9b*6
zwgX>U8;se(=z*-S&Oi>aM;%^`@LEbwEQ(~%$ICahk`6~E0dazU%P~!QA(b_ooBA0y
zz-g)_4L|*&0?Sq1kQV2c^k~K%X}r<a>ip4|-jeR7F$p1h<!(FjQKLTdA~7v5UVr3A
zo=H>vRtOA_NC^*u_sX49CbB^^B}}Em7L}C!O-uPJIq;@Kv~7qh<T8?v&VfOeiS3&t
z45ICzJ^8_MaRGnyKJJCMeuza<^cPqelc%J~5HA9V>u*Q_Ta|U!?I9~`C;e}Qm#KuQ
z_uXQYC;H7+6|XzR*5p7Lu?zGF7MW%$IjsXOY`$IU(aWyi%vxIvt}Ii(+xL~Fcj95F
zhB1d-OC{s9utEGm8~aElP;Q%a2Ww8d6vP6h;>8$LDsOXz_>7NCX7r0rbQG*?RnQ^Z
zWL<ja9OXU>rJ{ykzKt6_7AW|95vIM(%F>p@5&iQ()F>IOXDL!<^fBmTE%|wyCt3vq
z<HNFopw>q>Ga37?_R0_ICO5vCzX#crx$wcsKKSf<yKi|b)7|P>3Ol(G>bL09EtQ9|
zlH|QU)6f<w@>%3#GWKd&BGp+J<oTTj)x~WaS9PCR5$tobj9^2$BL>k9JowZ|Kbq#{
zf`F-&c9^Uo*e&uY52r<~=dhBZ!jRA66=1Ck#TI7%mMh(Hg0;B2&Tz((#BRf<q$%<>
zQ`meCu4G1N#hP5JgskXe@HEzdL;=~<wtk=+r7V){d=q?nt}&DHI)_#-!`TdSWxGU^
zSjyEr{sfxze5r2o0UxP>xpS5w;_@GdLri|}6G*Voz?+X{x_q3@@7+JrXkqHMTMRTp
zkTIWAIFtL{ty2R<aF?@MyV`|}KB;9<U&vp@u)cNnKM<%77bPK(W<LHfU6o=or=(Ar
zzJ>pz8C^vD^mx@}%h#9vgAHbG(J~RTFBpH|N=b>SE00TA?Vn1~d!|Ak$QM8OA_*tP
zPaKXM<>*aR0$in3LM#j2$dDR)_jO_hpg*luaxyOHa2wQKkG5Ow8iu#&vY5R~zCX2q
zMxy@iZVZkzcsI>uSz@Tv3f2>Lui*;88}enoTXAM992vq#$*5J&b{PbLUiT}>5;_pc
z(L&=beX-IDgku3or!CWC1*<MSB`K*b4`0WT(B4=Cr`=yt-{36HI8lLjjnt*f(x)Id
z3JtY^STTcYZ}Z3NIM-jq<e;B4eWV&s!HB4`!jq!&w`)Vj7MtHvIR&2b?#%u5rFRZt
zcc`WwgrcltJ#5#^s01I7@W|@RJei!k??M=;c2C+TjhP%o{MTDczVYLFs_#-^qC~-Z
z1YQdvrDwuCXsZnBXZjr$*(fh11tib}8b~0Y8n1Pw8I~Ekz6q}&w+9v=Xn(c!i`2)U
zrcpAE%eO4ITNftI^k~=bFY##y#kb|nJC^2nY5wwlw~_|K4bI)6_FHKm-7vw@>4#O(
zjJX|9SS?jii*q7#DzS4y)8^lDQ4(<$EBDzb7iHSw&O<YKc$S&zl$*2~o_JZ3L70hm
z%aO^sN^RfH&iC~0x|ZE!`t>yFPo#uqZ;}Zx9>Ko-##!dO*T|(hV+Dv|H;uW~WYTv<
zm{}iwa><_<oqR}1*HCGj_5{PHX=oHT#2zk`@o#kg6(jsn%AB~vA+!GCBn3TDW>H7W
zR`v%VOSQjfnztj3`EBVF-$p%o`*-D?QN1%!qZML2;Sm^efp&2))Sekh7Ly`<TOKVP
zquxQEQe4GiTcAZu=Kzb*C|b@OIZvVd9|#bB36F`8A=j^uU1{P3Fa04uLT(9#kj&mA
zQr-lUjXhP-JYFWe4x#rxYglpmvf|xqwouKZwhKeG|B!+QBSL|{I;#U)DHmFpPdy=G
zAxT_bU9R$?)k3ILBALFgmaGkQ1z)<kEY{7y7Lma60eQi^$Q9}EpY8}qutI3C?7I6j
zA3e%3@aOI)2Hge0cuA4S;wp9tyS@~G)ZiV~zMhT`eH7H^T2!)Z?>)i>LQG`st17##
z@{m8@q&?g;+;{!c?Ghv%X=vQv9ZtbV^!w^%TQ;sr?ZQ0$DUU?Sn(7Ec!WXy)=Tl<@
z(t>v!<G#M%9XoZKOrL4#gd7uKAiFa4{w2fY^f8BKLX-AlPoMtNoI0X{NUM;zOf@`d
z5{UFyUNl<t^<UsRNP5jkev5cdUT=5YynM-mI4VJ8OhKXw<_>`mWx=<|XYTAn0}Eo*
zgp7d>p8k#WJ{f|yN4~^B7B)O}A`-9d((UH=@J{G!lw5l>O#WNV4-2K3RTQhF5wJh(
zaE!1_L>*(q{D{6tTKHOQ7ys<_wr+VLZLxJg?z<I1Al04f8kwQE#ETikXdl{GCz9I&
zv+!E9>{`I!dM(0aJ|{Y-v(&A5*(;#vUVz~e<t#`ukb_F$U0TpLUt+J@22IMkAwe^X
zxvt*-lW0Gu;F%jnbZRa{+AC+$Oknb+d&b>fv%QzP{u&GyiZHee(LUzJwR?%8dk~(|
zpKy3UR*uk%M?OLx%TDN2{<1<&^f;CY%i6<UnY=5M4bkO)Z>oa_qh=^%&c+~+UkRM^
zXPnXsbS*CF)WX~P;~C?E6G~Uo<@o*(4Mn#cPhDhYNFIblzC@l&8d*HB@lhE3hknUa
ztM6~#gWXa=zDZGvV#_rbpeNd~Bh{gsm%ebFCI)-=B6fyfNVx0BlD5(M5hx4F9Z7FU
zd~^2T_7p`ts`*2zdY(+vy)<f3-@z--TLzBzwg-dj&Ew)*TY2jqyX8D0G6xeRpQPci
z@ZzEa!j_<faV%Ie4{_*|jOypqiA2h2xR(0UdFAUobq?ft%~<VrWuRFSj&VzRrp^^b
zep@T<RI#AAa<1$>iS8MD%wET4g&Bv_KkgL4k0Ef&<fO^h+;b;CEIR#_2ud+oe`w(a
z6T_3LB%s6W<G^Eq7AqZXUFJrU?!t(bsLkAqV8s-6J4I8|l$MV*GoP|~sihRboQ%3Y
z-4GiYt_WtN-Se3iJKN1Br{}E)dy<38Pu&srj*+*V8RPmxNz(r_|4=FVVNmlmA$-~m
z1A*}@?;x&I4tZ!0Pu;+VzTPW8X?aJ+)<4s!cP?ysIB`d3eTJBpcHq|-PA+!#7I$i6
zk&y|aSdXqdNtaL6VQ^A(7>?iJ_^^KIt4cCA3Fhr~aaDOx4d>#p+916N8+1b`+9@?8
zB%#9UUQ5ggz7*dT>jY7onL0G#q(E`zrKShtGMt6BEO{ePLP2rdBg_WM%OR9+aMUDs
zG+wEEuc2d)^t1h0Xz|8+KqRIVWy??aVe*@N&?^JsCu&)1<ygy|sH@R1K7u*T{CE#j
zcgPdoqwtT7e2TZn*(aD)IYzY;ZG{L5#fxtC!tqU(3bXc1mXw+f`<gWl4Z#K6!opc@
z!PE5VxqZ)=vZTsyLti{mg8?30Bpw(RHkef`!XSHID<;oWc`84}{?hpJ{LIbM#wVO6
z9gW;yD#aC51%l(2O>f~t8I%B$+3k&%J~8M;F=~o{IWj}+uKFIy6ip<IZgU6;Br*_4
zP{B5_*Ij4#zVtC1812XTH5GqDVNOe%zMCdbH<^0Rhy?|F63@@}R0n=?V^8-KGFsGa
z@h>88b~8ktAh(Q!sj(^_nVCF_ZU(Z?3f=A|TL<n}(8OyUFz7ZgtB_yzSI+Suk$x|V
zi^o$CW>J_0f4lIWwqwd0d~z#fc6dAZEHRmU@ILKEwWa(Lzfgs!_LQP3=fl6OWciW-
zUyr9jnT&WxPzWI>EGVnjL(}oLkr@Gu@KWc3f!+xew(JQY#gkEo>ki7`1R0o2LxQtm
zAo!nj4<rX$^PC@@j~@TRp$8kl?}WeDKXm^O5jY`b2YY(m-OdXAqs{dIZ9ZBmxkUXR
z?P$bvL0R~Ie5AJbk1!2Be;3QF1?sVX$YMekV0E@%YbA32#cs-2VBr4$5B`5N)aGT(
zbKev9ftlc?4hE!8ey7H9{!O5g7<>D7R!!pIX<GIr`{+vm-}id0IFtMZ2proa0Wjz4
z)WD1%_Kw%OAt~Zs|NeH;1L&eJ1D+nPlJ5&7-b7%c14{9`Y1(JN6-<unLS%tuep8+x
zDTE|T?SBEboB9kM1NWwi$ec6fcxc+165*YNCP-ca3#F2ZRbm#eED8n)$La-AV|k*_
z7J+#FW#+u&=ZyJT70EbUpUEX41N2dD<C9qc`gR<Ts`>9qijM28SjYgGE!+F0^XC&$
zko=Hz5%mKqK<enhcybh6m{g*In1J^nycCN<a4JKOmOJ+VZ7vd6V7D&kl@!5JNPt@P
za5_jG=plrn<$ehv(HHH-+s8wwk@|(_7f=sUkAbtf0C1)0H6R%&;S6=XU-uVK=KpSG
zawgUbtlq;nFgf$f&0Reqgm5(T@Rl{-BV<hexCnBGGVr?JxzIVcq^K7Xc^L4CDDVgU
zf(Q{XK$_8Npo;4s1tk4^%D+p%y8y3O;=V*GBH2bOLc=5l)A(IX%Vi=X-T}B;yBV6h
zZ4c~0pllFFI3f!OXa=cA!J)h?!-JSAakLik)Jmm_&OX090rQQ>Gdo5jq%(Ku>w3H$
zosSGh^C<yMxdQ{Z<c`^aB=;FN7@&^g0DckKjOFY^D}S@zlOi??T!X{&E*$@OgIpa2
z=UDsfxkv^WltdVH;Jt>JC2pyGyAAF?QwaM5z=gsKf>KO>zlLdxQ#Y2s5eMIf)JaLF
z$!DXm5u;b(jSiMk1K|BSS#s^!=b;Z)dG>ZF&VUj{-DsXO0Qn3rCShQFAJT}I8`3f*
z5L%AcLMXKZp=gC^|7UF=pSciN_ak8Q1KcMD<O9ec7CA7E@Q0(N=<}Q|E@TVgD>@Vl
z%*Zpedrrj_uH5iuGeE@G3(CMV5122~VtjGl^aPB7BT0$l7zv5)t3uVUUc;8XJUvqb
zq?U2uU8toEmwk`EWqk45`T+oeurZF43!DO++7KSNoa(6;l*XvgQD9|M>3ZvL6>pwT
zO5oUUtcr5QeBP#?DmO%Rq^$Mq<Zq~hPWa4e$jwg>+sy0rmBnf3nc<FMM-0f%$(B0Z
zC6~k^A)G0@Fgp;Oh9wn4deE6Li5a2h2r6p4)6&at{r~(5n0yR=P8HJ=Dn5#`uYvnG
zQ-y0_=;!^ip&w7+Ac7tq9&TYx1Wmkm4rH?y(m&_kqk(Ug<a*0tkb_C_J7wgQXOD*5
z)B#m%(|R9)8il^Dc`&>6sk}w77f{q4z6K^%tn4zyQC$T9f<^}3z<?qKi)vfSpUak|
z?L!$etniP^s%9IOpv3NisyVT6?x6!y`lxd9;h8w%*EH?GTBvyBBP5;f9xKUq8v)O2
zYuP&;*q3AsV3}hwCw`*=!Z`;011q9Ena#xrYi$^?M}^w|E<0|<3#_354x%<MUYjV`
zP_%0Jv+2Q3^yX&@>ukX}r0?fXH0@Y8kUMEc{6_r(FMKp9qg~i34?s&%px-@aRY+_A
z3sI2mQ+a7_Th(6Rw}tKhlEu5>*=dOA)BU-DHz1|=0C%XF$7aX`1@3hdA=teLm}CDu
zL|}QJ^Kk(ksMKff{FtkG(QI?O-n-#P2Y`et5t}=a&Io#nKj*Q!_<C_m>C1~*waC(3
zU&UU)HIP;A42^{X-?0b4{8h<p%CWH3loZg^AsX0s`ynDDpU*sHip13WwVaC`rn*AU
z)NZ!>1bC3b-EJ&U&+M!3=z^()t$DNMf}0+=_H@56F=CMF1KTsXdj9qf{sTzD$__wu
zT?DT<H68>~t27%E_=b}Q!4>j1y_gicGWOohu;ry`;nEwmi@yp4G|~AS_$A7q@Lkp8
zcwo8kJ4uMo01}R5FJNvdbJwpr$^htGuju(0!EWw{xA7X)b-KgAAk?CP2V<wF0WwLI
z>%D~@Kdo5T1Q*}igTYw^Ns=L+zVv<UXj;tL!mPqt#$c@hwzk-+=c36b5a1U)b)Zz7
zO;b{kZe)@<n1z9W(7Vuq3zok^2xUtd7y;Ltk$h0xq2-=_Vk0)T<~dDBhIP8erEi|z
z0;@V6u!)E^53)k{|4;)w*JV~kAUx|`r_g5<2p*^DI6%!@vBn^m^9bKNU-zFJqVeLu
zSJ6DLeJr$?vYq-CN?tp4eb;`X%awDXrrk}mcf&yTk*Vok>~6Xas%bwPaT(`ZL?R9^
zsNF*}eA~LC&9I-YgN5=V)*WetCMfd}U`7~U*L*7jKG_NA8rm0wy-&>_7)@3*P+CkU
zyigWKgZAD<Ud|zt7~?+Ptv?+ue=7cDDqQtt*#QEWWONgWZq6T`?<Frd5J-bzLp2?L
zmjU7^u-|?LfJ8k0CG*g_{esxPZ>{g&G5|S@HMsEo;|BDyq7v{9WV<PP@8?G%5DXnv
zf6Y~V|D3K)w0lmrfa-@26g0d4@?E<IvZ}>GzB7<~+xA|%+o^UuS3RbEF9$1Zvt4Bc
zZ}$rk6LbXtyG`A9o2>Hp!KPIa>m$#pA_&gm5r{<+*#Wl)hpFVUUw}|vnK+3;cp{_y
z97k9r4-Z~lM*@zW*&e`-QZ_*POx+co{0|s9N+*9V{<~wKh28TV_5%ht#l>9UL{&&_
z$KRP_2a3Yo=hCe8x+2B}*f@*f{iqZ!l1p}l@qW&_DO^`ul);@+8-URQ{q9#|q9GUH
zp!oyI@mx5lthk816Gn8@<Y`>60%j2#@F*Bd(yatOJ$QayW&BZ7Vqt*j4)Cpt%2)TG
zEiNjia&M+*yGRdhBt-$$jw4HxikeM6>rntHR-;pX>D>OAuVG%U@nqvFV0Unc2OJ}d
z<)M4B>_1@R-vQT0^|=Bm`@@mh)1iWn(V?NN6|ik90sx=Gvq?gn+))#wb#RmsZq%4$
z_XKdJL}zYLx%T0)ceh{HVN2Y*Tw=Z7ie{=9#Fh;YyjxkHdzgE+VoZpfw8O;Bn(=c?
zMDU@oDOWM+w&yFUs8-`S-7`2Po)qa8E|=xv%tcotz2-u?vYG2JT+MW)8a4Uy!^_B@
z|1=9QM$Q|l^8B7Z8BP5(SRRZvL}jQ!f6M$fyWp4fDlGYfX=)kgCbtHu4&m$u2Xf5e
zo5a|a9F9R2>mfUi7$lQ})O7K`my2d{kY%h&%fiv48Vl~_L?yO*>D1PR->TI|E#4oZ
zw<@Y?99d21L8kue(oq#2hDOu`mHo^;PK1vA=|?!r<V#OFYjWmT#1M6&hA*-6_rEOX
zSi&$^*h<vXAm~ENc7>kh<PH>LAzVZ?=}SsZz}RAyDX*ltycGqOoj}!XJV))fnEZ;)
zz1$C({K*jM={T8-UThJk_lXOC2Mtc+ED=NxoB&IK^OI=xU$~qnluNp;mb`9!^mzy?
z7blIR4q7#kdD|Qt9)}+`aG{CuLiMS2b#&(ZW5h%se$~sFk7L~NMgOeDs1uqHS223m
z(d>(*P|Gx)je72wIvxQ9d}QSn#iwuUfD5pRV0Y4*{3%eu0A-Wq9Odk4CywM}!cYVf
zpHq&JG*(O<;IXi+sE9>=wqkzs{b}2M09Zw-y_O)Tp6Gq<c>BE1&MANF7vTmxSDt{o
zsgi`yeRpJa!@xGDnCelE(sK^Bo72RueW2fZw)Eq+C`EO~1W^!ma1@Az{t=fz4N`di
zdJN;w{l+j)UGF6%l2Z4te~3?hL4<yC_e~^~Z`q@5WJoMWoBUTQ$X6#9W5?>|3;kkh
z(Vo*^PHe+o^k#m4WJoR{#a<ShC&1iNKbwDC#<&K<p6TA+jNKjJIa15(n0a7@gqQm4
zeu{H39d{$7_}d_g+`M;KSzB|S>7{Bm=%?47)e^Y<(0tWedo+)CbrJ@#suT_Nt8xuN
zXSB;?DP7x3O%#5?qwYDLBu8bS#RXW3-VvgfYEb0LLI^d!6h}2+$)r}ZZZYNg;TOBl
zyUDc0ale>qzsD+i6W4QnA(|vz=yZZ#JR4oK1B&UnxWGRMD{zt}wH|(*ioB+AFMj9>
z(f2i$^}Wq=WLAU5Jd%`9gy%bCHuN*oj8I6YYP?CsHqjB>`cAJnn7=nATlT|halK_T
z;-xIaA@d1<w6;2*`gb&-osXYX<&GRsM=4qL)__WZ%vz#?xs$EX0~S;K%YxFnsKkDR
zsDvO~!$HjI-4|w#Sh@<4Tpeipk2WPXWyO`yb6DQfN48|W=5?XHYy#^?mYAu0>uA(y
z4(lSand!rCbg>@I@zw{CrUGX}Alp*UMO8XpX)>RE&n-1@41+0QBGGLiVDF7K#)+<E
z9Oua%t|Vs7)q|3JvZ5d3;`sKff&J>i0J;A&DCP?L?#LApSMqpcjs|I;_eR|)-ippZ
z<b}9zQp`8)#BGn7hWAjE?*gx={7$<yWK}d|>65l)w?1i%CiiD$%E-yJdU&LvF%I}_
zy_V=vr~Up>T}1ddZ6Ud}D0j?I3|{1b@3=I9O6pFx@+&#nS0iE2+EB9NhEa~pz+d%)
zHhVowf>&V#szYZ^RO;G!2D#VSbLVlv)0^%&`j$3(QE&8A^n`7g_C`~z2{kZjEPT~8
z4i3evu8x>vmoGIdYe`k~H8f<CH0H9tKNW;I<rVI%aDDI4ca@QsABINh_ZNRRFqAc9
zL4&!(;cB-8j=*qn+Z>q)#LYEj=TMEmuDU6WvsjqVn=|A(X@g&%%5#~R2P4y+J5(!z
zy~6NI2WU6k&Cg``Vq6dzG`$OB9QB39PN2vJ)Az)O3|WnD7zV{HxX&~%3EYjKLXCr@
z!9tv0oF<J}3~zQ=*pt6fNqO4rS+sTSW;!0;lV!OUZ1wi1|G@C1zmf`%G(_jV+yzo;
z#W{C2fXG_^K=w>PD|H_~kk_B{_PLYpbi|GB%g-m6*Ujr1*=H3HN3c+`vZ#sc=;XX0
zSa3Y1Sd9!G1`vOZgZh~><lB6b=rTeYMXnJ`5@bZEjJg}+=xeI7XLx2ql(+0MQF9%h
zCxRAh-j9!!_DqiN__g>D04VQ*rxQz*rPaWToYsKGWJq}Ev`jd-SglxQ@<Yei(rA!O
zAMwx6ZAhj2Sc6gY{%UEa14}hNrHxR7J5(=dsey8LP&SAd>`#ntwwF2MRu!srUZJoe
z){SM6(D%E)o$Si@xOuUmV`2;n+pS>vQ8;8Nm_topSl#gHjIF?T)`w{oX_)y{9rlX~
zkE$|BBywT@%C9-S#uP`tX>w~Rbk4Jlv$k+-)E{%5*3i<vQBy6^Iubm9BvPGsR+@h_
zr<i07jDa+ncJE@!h^qkb9~)GUd7cOM-UYkX7_pnmT)nfQ8bw(mFHa+L;>qhWuogjd
zq-k*CcvV5bM`6z0nuZolEhWrp%VkHI>#1A7KQjR@o6f{|t<~T-)9x?>mX4Yx?VD)z
zv8eRMl=qE=MNVVf)j=Q%sL@>L>Dg%sMDsXDJWwJO@q@BNcT`N$&!2{}ji-zGc8aeX
zzrX5}jeq6&ULsrhjUbdmuAM+#>=@~M`<o;UbAe%94=fT-*f~^(9kVK}`u=p{b&mB!
z^ZvA0tty}~&7&K)j(%L#=!HNc6pM7^;{=*|tvsUmjQOk%sl_`l43>t8M_&&KPyE(4
z-uWHb|I$Hd&Zz7~y|Lv_Yw5^Axyg_z!&lYr?2A3wfApe>K$IZe#5u%WvjhEUu{uc}
z3c$+!n5;!=Ur^Av&4B87{pKZ1U!(jre*<e9^&nnT%#e1q_qu$vn+gq2+FP+>dRaz8
zwwKbx8rAv`NX#vX(%7?^zNlic;OveiQA4y--CzKLz}<lc;Vemnk2Dwvz1$<HMAosX
z%%(!*#=Z~z5QV6nJP&V&G{$p?0mRJzQiqTzMYSQ;r)`&~{M|yVzIyacgCVBH0~6?l
z80s4wAIfdOsY=9EhO4z(HOAY`HPIWQq3z(ie>TdwD9W}@a}aeQag}=MVMv^^_U-sf
z7S$dqE6+&MgwQC6)?Fu))7{RX6KpU}!1J3;ExXDg*NGx?2ht>!!JSy(Q(zO%t(U|u
z+P|E<ZE;J@O4*2TzN4WB9&`Y1ZAin~0mwSU5v#B0mN$1Aj9mBAAGihh?sF67tvT&p
zx7KHI-cMo{*F>^d?CsPr%;*Z#Zt+c?c*AzG@v<$d>7e~a#nQ^1k4&Rzb0bZeUOoHa
zj&;W2(&5BhZ@YW&L6~Tk_!D@Xzi;#M9O@e|q|?f*p&Cg$U!~ZT&Em7dxa16^W?twV
zwg|TnS)^p9CSbp#2%~)y!F#~bOoE}+V~9V>t-K|3yO@xcfMxTV$(j<gc+`$HW>b10
zy1TvZGfz*5D*byg4p2EWNK`}{|0N<pXcDtK8(u6I6iInH>dxW^V}&w%B6cqJ3nf7^
zNMG}!snL;gY2;;YmClTkL8rOR1+>yKnvtWiLG(BJc`z5S2{~CtnJbw1^!CJmMlXX$
z%H&1fDzBCj5}Y1?Sy3H7vChJ5&Mh(-r6eGNKzy_{7i45Kj$f^%B3t(OW$%SpvFoKy
zLl+QHhD0oLcsvQ_J&KNF<Yl8rFnzGAxDEvWpdgs0zB*Lnv;O2Mud&-26Ek!s?OdT8
z@xg*JX8x6Oq&3C{+qvFtK&m4X>kujF2})e-4knv~Bx#VU_>I;0w)h6R7VjZ8t4Jbr
zhgcMJ>A;Yj<ZEn`Vcj%-0+dU-6^3&2{XnxvR!YLBi5Ko>vS`)2hA+w=fg6V@PazNA
zohVC>Rj4gVjvUk2GSyLB><AaiKqluZKSavxx1X$C+%HnR3uFyWQl8^M_tMKMkE(BN
zF)XTNqEhgnWZ7i>mILw%zYMTgI(TWh^8Sz8laD~$tD$?#P5ZRvVc>d2K`U-!U+c_=
ztB6?__`b|6vn;1EFtdr6w+3_la+^H35qkrO7n7%zhYrH;7B)^b8$UPAlN#vYO!uZ}
zqAc_l+@JAF!btUnb{A9RB%|nP%%k*3bWE;_+GUL~cx=N)+Qek5;^=ZR6N6s5Mqw9z
z?=xi30PXwIFfMR0rQe`k!ma=M@Ky0<3-Y>>F4@0Qd-!Nt8Yy#rjT8eSA5zS4G>hhE
z<}btDptI=Ea*BV#bU1+V=2gbzuS%B7+B^O{xm(IJv{evCpcQS+1Q!^!e--m>lyI6=
zN|%#q_|1z|RlYaeC))SR2d(N4Tze7A#=e?4B1&Sh7Z(PkK3tz<zgswy^*`CD#a7+;
z&V`MMG#nwFCy+`&in<#`E;$f7^R1~zSgWusXc;F|U2#VTVg!v$0K>4bL%+Bw?N~}g
z_c)z)>4Y>*mwE>Bj!f*xhqH@ct+s38zM87di!p7Q0)P8x`Bc*laF}GdgOTUs5OQu&
zfE#oF&=12VGB(rwg;hd5Dv8S8sDH@HUaB+<|AYl2DotET0DA9~9}+J34^^VAzZZCL
zG;-|tV9Tph>HKi!KJ%J#gci6>q~P{X<z&IX{A|8by}gZP7T)q1uW^-T!s!i2RN!KI
z`^K3vI9&#=mdcwm*kIVOJ;;&0lMhPtC~1vl(JPnCjv<?+Jw~P<D?s@B{b~LHDg)yQ
z{5(2{+gNvV1-tfzMfCiZ+UC4Fk|7R!_R*FO%A$dHm=Dm>GN%X1RmLT@X4;{_xZrum
zQ+<VG3bHkKzQEoH(j{)G*z>L;Q|O&K^}q&g_x94oCSo(SKezat2BMjFM3MLzOyt84
zgwI;e1v$;c)T)2iWFB(+WSV1i{`cU28md{IDZ8%Pp#W|(Dj;)DxsbA^YXnzIUxWWN
z+IDBR|FtiE*iDd3!ILB!nivPOA%Ix#Q|RE%u%c{nJr~AAd8G1$nBTfJw_h_pD`V)N
z|5_(`JKMfv{{zUP9MrYd9Tr6cUv?W@i&19EK+c@iomF4gSMbV+;QxNHEJgbBP=+~T
z@rS2;qV)R*#{{9>sUTg10fyh*4ju7%>pg(j;J7(puRT9?35srj%^(oWeQDhR>cq0#
z_CLGhL-EHPeR_ETzr4`^?eF#ld|c*IG@K`Ou>ZEXVV~X0x((}Z<X^Vy!^ivVD3^9%
z<^Qo6qrV6Hq-*KUZ<Z2A5pob@LAx^WjSyjYQR=#3+8I_9P#@Blmp}`gZw%bgfHw(x
zTrL|{FP-yUYW)xF9-<K9Ohk;It)J&-b?qjPa)O&}zwtFMYz-TKZ6lHULcYxrnGmLb
zFIX|Bgsh((6D<KRYis|<wDv<H9?u>uJ6r2XI_SMZyLB0P7PMI>u1vq>UHvuQ7%b@r
zg0`TPIo)UUpx1a)gaEgC1;}-pyrMtY5xnOlJwuC>QBzTb8Fp7RYhUX7a9zpnSq3-r
z6-7f_h?i2QyuyEfp$m}8qlHDGH#Z^gnxJp_n1mKX^h-)g8vb%@2;c@s2AQcV@l;%4
zQQuV=teg!@z?K`n8-AN<fD~|ZL&<_Qj5^)7yRK7NeQ=>9%9yXR(Y<GguP4*bTR!*f
zhb_(A%XRz&b>IuKK0<Dg7knF<Rf1^o*v8AE`RPBae&MCEK-2Fk>62d#!za*WqXL@;
zB@9Gs2z_{2Jmk|>3QXnEtB?TyA824r0;Yis`gi#Lo!d>Ssj9@D1n2L43M|8-X}e3|
z1AUN`i)WhziFAp|`aODzz8B=)q!z%kY2am*${1BTtZ=xhc`j=hu|i=#vs&|bKcd<Y
zll~~OzrXB;qS=$bhPOfXB8~wgX@RA|^2m|A@h%XMjRh2c5g1VaXU(Wn^2dpR0D^wb
zG+Ak3gx{Xi(?QE@!s<-l&4h$RMcKEI4iDNff)dBLPfO6I{(+WQQW1<Fkc*pXwjE(1
zgyRt4Exhbs)!J&|nOpVQp(JAQ9}Xvmn7d_vN_5snc30^IC{pzRXC#GNRK)~oyg{7?
z1>*)d-p>gnxf{=>GKPj{(|@CyAQ>nJ>k4^%M7cg^MF8Vzaq+*v=jXB}6!bpbkR>|U
zdG1aN2|5|d4%$@szkZ@;ar>?*ZE+6J#sCya^L&gD!Sv5);exb``ivH4bxpPYJ0A%+
zMkmen_+K}g9W_u=Hme!=sQh<6K5)!n?mhFrH~Z|53vf$u=N-QPdTQl?<MjXk!zqIQ
z{y!deQkECZYMvb>fRBgH1-Ma)aQ^b0@gC^$F+dKyJz#o}07NWnpEo#S9!r2Fu}A#w
zSIUl04=`&0k0aCfZ@JM)kVHpV_rEeB1=OEjpsF`bHoLGL`bY}_lyr9CpFYn-6A{3C
zRq$*Q^LWgWFhHWGLct;@i~!mj-Ae5q0UhXYtddSDU<$8{3RpGsmOHk>2t;^*@{6UY
z9d(lu3Gll*fR^qw{u7Glq5+0?gfzkFjszenpc;o{yAGg_`KJ{ES~u62;C9>&_J>YD
zQJxD5N`yJUjjDMfvCx8n#^;FcP}E33R{C<<1o-5H&sn4gcqoH!fwiVf{Wc&CpnWg^
zK2if6vWXmn<_<ODzYt<=1rfxgU^-D^A(Nb5NQ!u{xBx(q!vJ8W=K=i96`<Zn3^Qg`
zDRlxTCP?}N?cP=5tM@Db|AVi>T?8bzpzeri^*2~VyIJqVZB0?40QXDi^J=G|=^&MZ
z;p*Gwcq%T0)_eN^qIXj-6`&eFzfNQk8gyYn5lk2ikBAbMD1Iy7Xl|b8cNSeiJnJrc
z4CvcH!6s)e);n42h4casW{${5H|99Z@X2FWCn^~jzyIpF^GZs9y(-6F1AVBiw{^I*
zlO9OE3BUk;NXY-R0RT)e(ES(re$9u;4^ZrAJ@<{g8-V{#kQ@hMW+fSS*JmAEbB}X?
zYCQLlzwW(S53J?N1)psKEqx23?bf&f50`rJvrk<Qf3wKV^y4f|l^VZb5co)mk4IqJ
ze>VL~T~#MFhN>O=6Vfbio&zmDmS7p$jHEWzNwUvu$CD+ct#eu4;uQlFBvcGgJg;Ut
z<GW|b2lu9#_X=Qy%g=b@c*%iM)0VUk(6GuKOY{X~t^u*G;R(RLD%XG!k8k5xOr^KV
zTr<rJvB2_6!m5SvEpPi?b;AEW3!n%S29?op!W^)$<n9}YJ5xRcbp1sDV@`^_ADD`(
z$LrmXdqvDOkQz)5VqhfXGPfM?+5M3d=?A44b9!zO7i3^modw#%ZAcxf>J@vIEEB7r
zTyv0ffk<lhTzPP+pG<w2(Eva}=_Y`*fF^9LMyVWG8mu=X1Y<!Hv%<>4lLe}2qQXBs
z=phFhvSc!3BynZ6=(5O`M@klbXj+Za74h1$NvuBQLFV=rNEl)0TXdYDjd5LWFpmX7
zY%4%V@4?+j1a?mLkG<d=peOnHWAT{1yvaOzzy;6n5CfPW$ThHZ`OG;~$xHfLW#d%$
z$M)OV^qJ(cOX4Bj?YC{cUvEFG62X(22pjT4=;IZ#XnL7b@hlb57zk8&H5AOhcRx2^
zBPX0c0tqYad0(LC1h`?AlMBd^QsBy$!lR^lNyYi?yP$dS5~vD76l|?D1u#c4G$eeY
zSwtBN1ztvj_UjlY!l*6QIFaZ`3-QKcuU;$~rKpLwM!YJ4(#1X_8$A<p{Rcq+4XKgm
z38e_Ed4v8TOhB>40lNKdyaATO8vwA42LCE3fyJ!Mkzf=$BV}(BDT9y@LcA;-A5&ah
zk~r5113YBJV(v3;$n-OdEdg{PEG;!LPpH?jeJ_ACOW|op%g>(;F%aiC!n+wIPV48^
zW!(}Prl4uKFssqQiNQpA#~e7WLBF{<2&W9H7`B50Qtj9E03*v8q_9R{txJ3uoW_KW
zIbpo~YYzH&GAHz06wZE;E=G0t1=^Gq5e~_sqA#EOv=OPfFh@g_N}ZSYO^;*HK3hvR
z21Nv)0+4oJKq}6YweNoAU+;5{r!E%2qKu$EyBU`s%Jo~QofMvPqg7+7?u(;N+dO~%
zXKrZ#w0e_xn7)YRASI+`2u@6TDuef@*NG{7I_g3Lqej98-=E)~PdX}-vnsKf8F+{<
z8oOIV08^4j$pT7kEKeP=6FuV>YQSCc4~fcA`Ou334H#|v#D!5nmv$ljXU0uL55O}R
zyo@K={0IQqPe{8PV7k{d*#KJMV|#{?nf4{+4=4dLTF+ys?On;5jk62HJ8WQFx=`k*
z*|25kvVq9a2%|`QerNzM3H;n?qS#-31@oeT`|ky@92JmghIDlmId{jc;`h&9kl(lt
zJ+7<d00%MIOc42v1`PGL!^7$Eb62+Z(;j$xoD;0-I^3`5i6=6`2+rYf18QY2sr^o0
zV*#CYd6|!v8Q;dZNA2_h3W>0$knKwX#D<PA0Spm<eEVX7If?Ik>e3AzUj2BBnDea?
z;X^ssJ%55E4xTq)w$gFz`Rez~#c))SCe!pxg{s;PD{9{UqV1eF{f${=Sac|eGg=CC
zFmoFN-Nf+aSVVm+l~wr9iAw$TM&9J}^97b)!c)M5_51;1R~a<IO^h@Hv{Ne~V$|nk
zK0E$Uwqx4hqkjQUR=@^&KC8LeO@DShJ)8)C+DQ+_LRkfXsUap%kL#KFH@~Q1bBDZ{
z1zMby@8Bqq1^KXnuY%Qsj{^@}qN(8TmhCx}iDk!HN`QYN>JSLeI^YhO#(}16(99bG
zft3+~!O<c~V({E|3<28EG?)gR|1z^1nAn<&IT5d}1J7wd-y8xZY7aKAIDa)U7x8H?
z7WrowgF_IcYB{W^>;anL%SJ7}th$ZXU9Ei(0Ud1~ZDK_E!qI3Fl^j1qW5JzNEsy-4
zKzuzJt3-v~76T6~pbL`u1Gs7kr~oAG0&LR=;6#nP1fV=<>eKLI692%HH!NrF`8l>w
zV=ffBK;<?>3jqe}#2upt=znI+2AH8qE@Rr6`n#<+6KJSqfMF=~p;~w#B$)y3D?s*I
zfF|2H=fp~d%81%s0t36z>=D4&KngVRHlNl8J}8l_?VdYuTnCcWVJ9`9>(4v@9l}*#
znY(IGkifS~)}Kt~EU~4)5!67J^#-VJ`Bc+UsvYu~u5Z~cmi^1V`))sILn_ASD-iw7
zbTaj2@=MGe2@3fZjkP3*wR6GQ0Pp;PJx^#^7V_R@_kJm$Sa&z=H<|8i{N2H@lW6oy
z`Y^)Y8s=J4Z<offy-z?>@vD`z&ub0$ZHIU;axxNE)~dRYnkP}<Q3MrTOOy8!NIyee
zD)8aSJf;7LkpexhK`gcV53^RU8AKEZfXBado$hXxC?<}|hK3J14jTh~^o3=z4z2Vt
z;Wnvw(khGB!(1=ir@fTcI||x;>ywc$4IiJG*gL!c6CB(Ypz<lyXO_(X9ld__aH2^a
ztn+FZyam{7_<ElEjKhSqeRNLpYz9EYdyYYaI73_ae+(ZRPutS_7q4@S0M2VNQj7fa
zDF>K?Ua!^)=GsvOo&S%$w~UG^Z2L#)kOqOFQ$TX)mL5PFq(iz>x}<w3K}t$mx)B6v
zP#7911r?AM=~n*tJkNX9Ip_2FcGmlm#b&ePj%)wwvNw`6G5clr(j<zw*aKt~s10aJ
z{(g7}3=deZSFVSB{&Gs(=k5m$086i42b+`Kmi|PPF}5B5DHnIEy|=7ichA|Znm*6_
z*{58Xh2pCV1w{L`Et9i>Li1IwbVY^?0;-`vOi;xj-tM;STvInMiTc&7F@VOGe1Bsp
zhB9Lvtcl7s8uX~Cj}VxQ96lXhZ2$JEh`!nt%iGnhf(4w;$Y@Ma+~qjua_}VS`sw8G
z-zj8-j;6#et8W(El&^iE?+Oc_k)k*XJ-EgVP+~#Sm$I1Sic-#VNau$YC`%<ATEXOe
zOlVYcayJd8D!s^BfK4djSD;C<Lh|>1+Vi+r(PNao*#gXjVB77k##N?q6Kb<He|i0@
zt=9hT=o|7>`o3a7JGZMj`i=d2;jfh#>GuILeR(e0&!dRMK6CIlw&8LflsL$y^`j(i
zW8H!f41+I@Afm-ai54UWNSbqm43is1gNgz+F_)WEz6xfU49|Gu0Lg_CrFq%8l>^pZ
ze-OfeZA&y)YZO7xk{V*#`eOCA*8Q)?wDBz&VEZq1B;Ih)h5n|zJRxWP{El-6l-0c5
zEk4{qcR*tZA4n^K;{BCbFtSnF_1UO+<4&zQjz<;KZ)>L#M^<i=EHJ}hw<{}k)Q5gf
zd(8H#faT+Q33P<R+a~?i6@b|~5X;P%0v*~i*t}jQ7hP~SAc%!hlaL1I_kiP2s+T!M
z2$uR(>9luD-`d7(lYUdk(FyqxfnDM=;spxH#pcHfu)w@63#p<2`RRM>Gh#c1Ar6a?
zQf}Vl=1<T5JeJf{rb>4<*~(+C)~SD;qQ$=qOu52rsm*ppZ5-Z3I)2#Gr$}VAuAmkZ
zF0fq{Xw6+3D8;^r8^sfdR%i$*+`<L^X>BqsAiv=7)>&@BL7%KAiK60B&QTcdKCq05
zhDLIvl$7E;*2(eN%pJ}%7{8wi`<G$9Z2lqMMW_cWM30n>Zn!`<?{)d``K$E@Y(GAQ
zI(aN-bNR(ZL1>k%f`YV`<AoEUB*S!X{$>CDa~9;zO3`1vk|kcwF#vmLr84#NtE2C_
zDJqRsU!BF5tSW|#0nJrL#w3#Sa?;Xd_sN6X!8Rz=8INouie$fqV}$AkB}CEZA(UbH
zm&lk3*O;S<Bz~}bPEOTho3TE{2Mf)%-vy)z?3I_9akKB@uBkrbX#Zj1G#O76N%aSH
zr9+^TeC<{V{P5}4?0ZVYTn;XNWbk+u+dwTS4ZV_;29lYVVN{s5N@JQRLG`Xz@8H>l
zg)Y0SRsm@TS2cl9YO1$R^y-PHKv7BdcPiBiB}$ld6v2t|c}KT}BMf}fB!O}|`5)zH
zq%vGmIuSJ`i>rRLxf><`g^-<B6eJJjn*vf)|10nMxL!lXOcgn~olpH#n%ySp$h_TV
z*#Pz*$XjY!b!}84mT2BWWmw3HX7`89a$C42x9{9RmbxHiY~RkjG};qvHjkJ7LST#A
zdtB8ak-XGNCI8xn6Ym0|K*vhgTfH_t(NciHDa#@<Yun5EAvR<e5(Ryrk6L1pK@w9q
zY4GQ9`C{?b&nHz{M}1nd!_f&cm)y+r{zgCFZV8znbxa}id};5{y=oJ?GGBD^?dgW-
zj#Z8G5+rdq$Gcm65)rAQ*7@mm2-1cGh&JZ2Uo-4+P`%x2t1{Dx(s^DQcDKP$?WZK{
z7(GU+Pvb0zGlhROq^QJM8m!;h{OL;}!xzp=1<dib<O)z~>K7&ZiCBN7|FlxE;%D{q
z3F|=Y$bos>YtCE8*DNkHQtzV}oXs0$&%e<TUVJPm5nk_!YMfR4g=>F(`-U^49J@}P
zdA{mKA0ywO-hO<3V!N-}F%g$NU;A=vy_5pCF_G)$@Zs0U81Z;!>%*v&rLDfiNv5d_
z`i&^-PT9Q5u+6y1NeQWw_oCZ^4NBNifl!yElS~ViQWW!7N1!6!)Z)4=x<>s3NhnZ>
z^RS)Dp8Uywk2UydsxD#_8E3OL{5<$~Tl2nG;@y%LkEA_K{|{*DR;S%O1qTt<gtT#G
z2ME-_gv8e^Z-@=i61qg@X;?A>AK_QcKXz``UTwc4FMSJh#TB;76)|hQpF1sI`{;Z<
z!@$n}rOWn*K1aci=!58KYTD}Pi78J->QD2gn|71GCUsAqpw%=h5k9%HEbyd!ZTi~q
zY{H2xx7oca9-_1o-@Nnw*YbIZ!MGG=qd^tv&p-y%>;y*%f!qxasZ|M8!u9l`&w&yM
zsq&=yIh&EP^!C$d?(-voP$>u@p8uQ<*(k(KZnsN(qG|(skX+|wG)UWGp#_Sh2!CuF
zVvGnN#NzD3p>mUJXF+9Il=@jwJ5%~nkb^|H;pxqF@XEdOS4`B1?ecmlK2t1^&k|&y
z{>4knGyF0C-iCQwI$p4U`TVB~jd3^IJpU6E{_uV=HjsA_n5xM&PG$6(XUq`|H+Q&K
zsX*iPu+U#2J<J)onS`x`^nNrv?zE}H69!mv9)U2^o)S({L#B4pj2C3aSa1dE!beN1
zU_fMJw!1S8IYdG%1*5`7r^if`B)*Z_pWi+evL2__V>h;-9=tkudGNA;ltp&F#7|1v
z-YJ;y_Bn5Cf*_}*A{x59bfOY{D-ff&#Ca^{RTGa(aLXt6kynhKB*RGeBt$H1SquG6
zS|8c|b`pCw$BV;lne>a}yK3hn+Si4p>|&qt^C*(3bJK;M&41iXiXhY(Cy^&-@&EY!
z#h=h|{VsA&R)%st0-X2<Dg-#TRnG_Yd;B>m0#8Wx%i0m6iuhQJwP?fU$<##g*MSC1
zaGFi&XEidlJWLe&uN=reXYvD7#ih`vPiHH!1aZ6*HkqLlWAbpUJ8H`+l!NXCfN-eJ
zWhk5kOcEhjo=+$|zfr2G;wv_~vp!e<QChV)e?u}Z0vAqH$uY41JR%K!+E=1kc7WKi
z2FX8P1j<>s9!K5}sFYTTe+dtdGOAAZpO(Yk?KD!?WvC@jhMF*GNr07f9$g{3JBEop
zM+YOz6IMc@J4jitrur?^Y57MVnvZ8c=_~&UoDK9tKJSn$@}!gIC~{KkCk=KH{8;2h
zHoBr?+aI}?8rsZl=gSu>{}^;~#(S1*TjS>G3X9=n%(^rg#PsP(gtj?m&XjK*(;ssS
z6jj_`_fNxwh;mUi{faS3jb^Qn$6Aj6O6aGe=r-sj<MeeyzmhA&H5a%hD~X)>K+<ay
zW+leV!cFE964}O7ILBCnKli{Rj!~^<xl09wiQ>}BSb05KGm34B=SFmi1sxIdc4coV
zd_})`M&+g3Q1F=6Dc6z=Ps{aWPrn^he1~pl*_GnUt{4}qM174RVZe>fm0l}4n=)Si
zmVWay4s<M!Rd`|xk`>eZucnLx(c6Ru^g2U|FTt0e&L2)Qu00OBGBZ5CobmB|Q+pGw
zCkro(%1+>ZVapN4LkA40>_40eILV1Ol1Z^_U$4{F5_d8HiA^V;I@v(;t4HXxgWrl$
zK5|Tr?ek{M7$_2_>ttjlc%q?4M$FF8%r%soi&5?m9^xDXdIV6cvCKFs=4Q{0cMV2l
zfIFt|f8VDB_iTPdl|ML(vWD8dHO-szbxLSXeZ`*EgIpe3Mt5aFY!+~z?~DW@-2&_!
zSlU?52R{W|Upbm2UojeOL?yKN#$HQMquWemBN*N}`IZx@(o#8WeJ`OOr>vwC*?$Wk
z>U+DnmN^krbSJIoTh1bh_@Zj4=JOJs<NQd%3&KI?@lx@bi}A0?sSo>Tc>F>f{y~aI
zmYL3_Tg~huJ1A%|+)%^renvOZ4@x}0Uxit4l`gy|B^&|zo+?R};TJ>vIx!CWgJT7Y
zU$1{m=E?9A>Y+B~>9}|-Hklu8uk9#3Jiz^V91%#V-l*hTQL~fl;7DnGh+QM6-my$N
z@-CF5&#3HE<D*dKt;)me@A*1;-+7&~G=KQybShDax2v_a6+$2hD~1GtP&U$j!)<Z?
zXs>D_RMFA~qK*SjwgX(F=byjDxVwI)X6T;ZSg88)TvNT8sXgAy*#pDYM|a_5t`J}0
zwO_?qs2e2~n+c(>%}Cbc5_&^51$-YwUVFjU(y9G5UWH-5ckHK65Dq^cqiH>O|3yw?
zG0|t7r^EJ?1VQ;@{hbQWQljsr#5o^^_O(FKBNoa68JkJLbH7<<N6Q`7V9dSCVOq-5
zijul_s?uxDQ}c=EUO-f!h@<{#I8UqKV@b1IUA(w(A=8o&F}eJ6GJ3p|LVD_-<sTc0
z#{YcJ#c9+Qf7Bg7Y!XrCZK%cQXnn-Sd|I=2hq688`tmDp>99dxbCv`^DlzLMriO1(
z`GnnFjcTH)mARLECg4}E@ZPh&K!O|>^5JwC#G1L-ly0$;<NQVNv_vkEg?4daB!n<A
z+@ZE>ZACFe@~(^8+N#k=57Ud9##RH~^==>rF4)T37#Pbky^Yh?cm!j~O5XFs@6Ck_
zAN_8|p+YD7HYt8ik2Hi3?GH#Elk|PEUCjuB$!bJ?rJ08Z5cIX6Sdf?~>FZt*14E1t
z1g#mNaJgwcCB952+pA$_a7?$(0U2Fz)H%wZ*^4!yTM&Abx`AJdk@E3x6b-|1VzIkt
z+S!%o(I#(3-`*tdIR=gD7)HDMj~(?okFVo@)~Im$YM0{43@rlY9Gr0LmyZ5$1b=)y
zD4&zbW1MN#d2YGi`a!U9!6|7VuhE<T!+5haE(19OL=w{mL%{Qgtexu>7HcDySC@v0
zRRp-eGaC$TbZbjF+1rRd73%M4Vh^*Dg}+=yrjxVq&|*lo@q#-w>2MocfdBqxWxu|r
zDkE#{eUqq3KN8CxV67%NHKH;JwD3L{)3(K(mT~BQ`i#&4Yf%&kBwC+Qvl<u5(@Gt}
zRZr;J&@o756x?RGydvNqtN7W%IHZaK(k};Jf)bMShD9XfCp5i^Y$7qEGo~<+nU2Ky
zAzk!adFcgq1fiA~#nAAxc71$KSxAOh=mO&t5`Dd&BNRMKRld(YQyI|}x6M5=k`}nm
zCkokYuZQK2R-Zq7V>Ga-t+39|m>e2b;^%yR(ZID&=Js8r6%Wc~eJoe4o<u_7ZAkn<
z==8AUP(e&B>NnBCzxXS%he-Mz=k?21qh{1_eB7*XAvI;Ih(J^pzl33lSD4EbEyCRa
zG&A9fYDc*43WyD63`>dHB-`tFF{=d#4=Un;zdc0~%i6(<XWtKQ;Mz*EpCYZ^$}wKd
zJj2rORRgS~zlOzMbiwB+f(k3;Hmc|a1O>!dCNTKs5_h_JGA=@}4Am)TwOD7L*xQ{e
zfVJr+*h~@)A<BgFvy`|(0TGOzF@{Zh^lDTXh9iX|hogX_e2p@={@zvCCOhB&#}=TK
z<Hbjc(m2H>z!TFi!Moph5Vqz<j-Q%NhwoO~G{T8b%Wj$fs^XgO*6_M4SUNe&3|+AQ
zH`Q;IJ{t)pjltqXG(_TECX<d33tRN-X94^Xu`{odR}!3pK@O<}QYMy^|J+az%_o!X
z9ZTJtp??5EA@@u3N%1LbHq>7Zwh9@zqeZ}%(AZ|K!}0jg7U9qV9O{hr`^}ka0nSgO
zMwR>~tdo`3M1s5zp3%w#Dn+C)yr#y&9dgQ(T9#3day?smBqEd5+>v?H(t1AxPaMZw
zc2PUV(3{=GksuN<%AF1m?~fPfb1Y+V29PZtxGGU3xkAHnD;*S#LKplp+L8|H^@O0*
z_FsJ!Sx3s6#LIO*wj8%Ys=<I0#Mgf`QB#7U7~yvulx&BaIIRN6@!jd$?cNg^&Myd)
zQYxi8nbXmg&}E)bsdkL^1wN7*E4XWoj+lgv#VE{&qO!F6jsyDFLp@2S2$)u$lkD6|
zOW$yv{QJfeg@Op5cC_9`g~df-6S@1$SQG-36bH?HWuxJL;(}#OkuCt9Hxpb)Mh7ru
zKk)zWu;6w@u(6qnyfIw)FG<=*mD7ukJO&)<mH_a^c2|*x*8lvN5-tc0!~Ty!6rhx(
zU`=ydcC|oy*^peVgXKTM|DGME^%1y1K)iR){?Caf`|jxe!{-8*w;B?MwrdG2{~wMv
zKjK>Q|4KE^LIU68_NPw)KlPtWKtJ{W@7a}$d64*U*2LCpzyFfGo>*Id{(G4z|9`nb
zBu#2J(KDMOi^uf;rb+7n>GQud>HpHC<iuCMJH8`xv$aWI-W@BSM;-&1IeREzgz*pH
zUI_xmITF1F)N+R?4rKPbaB@CTV#17F_p~4OJ>VL8fm)-4S4-X^#DA}&0DLn?)ES!h
zsbHy$7@h-5VRt%=T6GZM`T4_H^mds#10Xpw5A&b*N3i0!BPV7D#eVqB0OaG{iJCdr
zIS708N%%bY;TF&<HT=6meN|njH=4>?mFkslZ_OM$@ENBV;l_O`Cx~GPzL)sc8KC?3
zR~i8L%5LKxXrJv6|G1RZO<icp@-yEk{Ie)qp}?P~4TMvuEH-6gz|)D5PqsY>Lj0(3
z0N8Ah4WTrd#Nc8&7|lZ}T<nWirp9b%4grxxvD0|U9|)}xg1#6dQx7MclNfC!)0oT8
zNTKI;D}6wt(dTIr0eOAw8ma-+%%MU>Ep|M+0l0WJ&VzT;;ZUmqEGLLZp`|6XIRpay
zPv{YtYfgv@!Mbpbf8uvxw@3ywbftRH<-r^>GgoZ@X(46%nG<6w`zV`~&UnRmM#s2P
z<YLJtyG$=OX1Gvqp9MuPc9}{+AzT$RQ>fs9uvrGFJQlti(kluG(Dacq<H$6u$zy*O
zrOCNiu%;@M6b)D9LZN*<Gr@m)79aJ!*Bu#>LI7~3HbRq)fJ_}4@lSL&PbVz{7^cH7
zKSNe3i(cm8%Ch04kFJQXNy8FhPzeZa@VlRhTm*mw4a@<F(W@#WeR~c~f{ldko)Sr5
zY)Aw2jfQ#+guf%hsDa;>fYm9!lSu-5pOL%ZX+ON!Y;~@mPc2EB+W9HX-@*B{u=`N*
z=6Ifhl$`(>E8FOI6?vTM(&zI?!VY&%Q?f2)>u%Mp3CmsEH$Orc=hH_{talV_=RheD
zXJ`?qv;pvM4JwKPlxTjmSDXyO3|9~J)YFH{sKf!i`a2edQ@s@jBU&JdWEKa~EL+tY
zcv%Uk4(K4hAVzx|6B{&cZ~h~4&}FpS%+kWn0Sg%i?3qkS*V^JEw5W*qHf0P}Emmzb
z1Rj?l*pGV|!~G)C-#9T``B?zbH36V_D@^<&F;`-99SV&H0V!I-Pm^MuyElJ>JZry*
z^|SMD-cvEaXvQf8#0k`vW-6Ho?7n;uam_{$5~A{I^ICZ^GI>|uSsa7-3exnp$uiCr
zL*Dw|SJ4p;Hz4EtGyoi;yQi)^i?5i#86#kFzb^mB7pjhQoYs&s2mJ*?DQSerS65^F
zmVx2{B)dnQgrY_ODUb%pc7#Wo><zGcY7=08r~kT+0Dd*<DL{PHFFU%D&70*3Hs&$y
zFJp$V!fOwKj{OLvpT+`zlFFiH(?SAf15#H&q5T&;&J@}2%;Eg=WLi=rNDCkL2u`BX
zcRcP!StG#j0>vbEiPK`_nY*bt`aWhimDMU314u(C;pI2))cPVT_e9Dtq$QM+q31(`
z?{3V<k*OFOfh-F7CNPZCB7>*N<#nzHyD3Z@-!{(cs>L9!l?Xs+xp#g=spTU7iC;@9
z;Y&aGn+U!KIDpx36SRF9i@pEYNIzb!JFl2J90Rle51dvA8uu2g<^>S)!~hmVZM)H!
zp>yB?S2Vey89#UL-HH40QnZLSP_1YmYm9R216mt@(cHh_=A8oR#;`dcWamGX$aS1p
zgBqlGn555!;BUWM$0`N*1;uZo9c%-jw{INdtf~6iN)Z;_UR5aANG~!6W&{<|3+M@S
zD^*d(7L&-NYpU$vvK^-PFFRSLQE`gXt!!g0gTLq-?mip<VWpRS6_q%hPkgn*SR~PF
z&?OPy_<)bd6X`L04M?ZDhhPHr$ifXlA&9I_5{diblXhc}gw0Pd{0-UB0Ho=*1jGSf
z2E%5A3k{KaqhC$CFQSE+K{%Dk6`%-8D-KNEJIg-?Twx;lad1Br7@jehERuje_w5&k
zy8@z8PkE^=bFOI07t26tzonW%7@6!%cU18aOfAfIxW{WA$?5<MnPG4VCJ@xEv44O6
zgw?$J2f|vZ{Jw|!FK#`Xv6$@ZLd7){LS_>LxygV`^T81sk8h+B`@p-eOKDW`CGKsr
zFK*$7CcmMRCaP%vG+@1!K&FUWwS6(byT4iN&GUL=!9|Ap3oz-^xc*y@JtgP&CZ7W?
z{03w<Oa2G?<OWYiV>EFUZ^!5~dL;zdhCe$j-WB=k1G8O=$?x?JVjgAjz26RehN<?O
z--Gt+#=4J2!ho_N7VuE5R2{oH0-@*?4>SS+U4>!x>4zz?L+8#rQ@a6jSmKkvKnpt^
zt|c16)cj}|XnN}DJCCVR(A|ZasF(wOl=n%kh~Ciu8gm)>+n3H`2eI2AZvT=?xztFQ
zQ0EyR9F_BR6<AKsL)Qyz{!xw$qpiV+uQrmg`f)POp3Z-rvUtav{3P~^02(tEy%7&R
zuo)(QRC0LDP8X?%iU!zZ`^=bxV=&Pli>*)_H^;yFt6dU+!SOE5Rf*wUZ@}AB0p_Gx
z{!ChrAqL}(ipwWI!qKU9%=GQP0iH<*7OY=jI;GlNC6)N5K8W{shD&tB`AsO&>geY0
zRWpASoTOc52Ue=B)vQ&@sWrE9>X67<uB7IlF5kcur7?T4{cxM55iM{NymtaH<b2;B
z4d4xeZUefWFc;h8CpSAW<o&1JK4=o8w;-^8fK-ip##6PYWBVTBRtqLrjOj9Eq_#3!
z>AnG#m7!j!h~I(Rz%Qz2hpYRlq0WJoH|xv6C$8sa<2w{dN+cz|L#A3(1urKW3;u<-
zJz>}@<7r=#9|Znro&8@tzW;!iu0$PDStbyKdw(@5)B5ttPZGeb`k3)DqVwccyv2V$
z-tt06!*9;Ou06A#%U~_K1+0*KKl)lp`3+yps<OY6z^T!gq{P*27+oc#Foa#bROA`Y
zf`Wz-t<{RgJD*o_GLLN0$o>JsbO5+DYQEYsT6#)H@9hGWhpxwZm2O}bkV0_rlt7b<
zUx0Q1kG)4v#Sl*#o@~Cvc-B&taS0?-vh11#xn!?q>MdG8VnG~|cHd_#)m@#S=F%Vh
z!Wn-17OV%xRQ!JyfAmNBp3wVp4|P)<4l|0lm%S7VwExZ-VngpcuM>nnwF_hiO^2GU
zzsK?v7pS}ri{+vQK-fn8*Eq&#x5j>~AUYXtba5c~oA<`Rr`c|`#Px$>ZRza4ePPt(
zL3vtUg&p`u>`yF>J5GkWKtlDWG2`R)pychJZ=#|3)|wpm2W^>JbO9ZmvB`YK9SPO-
z`nbw#AXK3CBW1S@GNPo$pv`0Ni+I%M5vc?p=jxHP&a{z-OGCQ0csO+~7BM+%x;agS
zEOa^cYNIrEucXFagma`sm%eYC-KdIX+?6dw_&XLtA{2LpN_?nqo>SN>*T)SxKRwkY
zU;mFwQ>*+vpx$9t20HoV%DcoH;HABDs+R;2$>$Qg(Catp&{2*N9FlW~Lfc3gfEHV@
zdxz<i&8pD*j6JTbS|QTsb7RAYO_6P-@l|Zz1LJ*hwc)N&sd~;RI+2ui1G4u@%jpH6
zaydqzCjNS#$3m(Kr&I@a&Z(`qmxWpVfINpIX<6-LR)!g};~QJxGd;8Nc_rdh2`$wx
zMg6cwA|b@eEV1Pb;#CxS!NhgK8*gLGV;G&x@%2D)h4vsuRmmzch+bxWjU#bxhr|Ax
z&H}TN)k;tS4z5lP%+EqcUTR{ebKvYLq2WNH2xUd};@hBy6?8g_x?%iipT|fxs3ru-
zOAfZn{{SNUdWyr_HppV8#nAL44v|i6d?^m6PIL`Nq;46HNr5es&%+V&R6wj7G&nab
zrm6;1VxXp*l&UPLYVNbuSXp+T0mhX_r50-gG@Zzj&YUPs_+_2tpiaPM$I9}EM;S(*
zr$5xU6R?9nca1Bdc*uAAS}Fam^!>L)=0If~%GdeI+vD9P;*m4jgzym+{AZcVx*eJD
zpNZs#c?IRWeU3IcEhOsd^VTzv9Q86~ond=A_U(kSdfy*({3T>%79gyrsg|R(6Q}+c
zj{T7ENWK^mOudjFn!|rjB)*we3psw5T|R8Bl}dxYffC@Ed_Yb)JPn&_dr?<P(XbaZ
z3EELKj9$O}XofwwladHA5;j8my@QDOGe5gCNk(vOWu*&1*W7Xn;5i4L6qM4z!oNJg
z?jXU=4P!Q00B@Uk*hiYH<26}GMv1TEFU||q)eu7UkKZyOB`tl#f(x3A^D$}Ci(o32
zI#YdZ$JD2_AFnFVzL(oVOX~RqR~%R<d)LMN-8wM%izF`F-R>PmP{`PzP(d>Ka3kvh
zh%=}T8q6b*SNcS2C|sTYY&ecHQ3AZQI|G7b4Y#<is(8=abMRGEZ8DqE@>@#s#N@h)
zb@?jI4lS147lW%_cm-&Rg%Y|5t!rqXSzJr(_EW#?OS2>X!AsXrt@W-$XQrJ_3O$;0
zdL_-Aka4~tt%v9!%`&=;^9;aD#s(T*!bZlcOM2t+U2mIV<+-GsdhL(pR&o9XR-YZb
z9;?*QCM)HIX{2liP!M&X|1_QX5@&8YMrA}urW1ylKHz)E?q9`oKl@f5fZ<O3*~9-}
z80vofZQDkVM2!%=(B}i+<Va@Z2ChzF#OerBY^O_y6rE?La`P`%BKWfhX$eNySJU|+
zlP!<Xu7jI32y8FsWIj)+@%5D5=b)=5G}nc+7maH7dotVaqFmahzncL?Q!V}mkg@2G
zj0o~ye$gwTS6>s9!SJ>nbp!DH(?E3+4oeh70#bi$LhJpMyWg@?Mfw?!!FBVgZ_5Va
z^}tfVze4SgAzMmHm~^&2H2*F-dUx+wPh0CW1-ceH)wlNZp8_n#ATdsJI%!fm-nrsu
zR&b}O@L#?p1%A))r3KUx{3ibAg%B_6D(w_YEI9X$N|Fj9^ot<wheZKhRj0mi)SK+z
zj~MZlA=fjiO~jN~uu)wCs;Hl487j*Vq4K-Gvo>YR;waXFGcPa<=2IudwRTsyBvfH4
zKSo;^mp3R|Du;GbNzk#xjGpUK!rh>*JGlG;HvLeSYek-N1jWy&^gtei@ZHWY*7|Ne
z{1W|+*kPq2Pa7^)o^D%t4z6296ReSR4|jCErI5!$V>q`B<FC{OsMPEAxA&gpF+r&M
z&sL1d^H(a3?F;mu;Yvv5P$bC@SIK_yuHYPckd&TH^6Q6N^l;fP9B+&Gp5#Q81uaZH
z@n$~Vr*I2k3-?N~avN3Y`{rF<U36xmMzitsi^hKpr;EA5MX#-zjCHNeb4ls)t(<+8
z(&VI_qsgt-STNNn0$y@I?C+K&^WMMH(`UVmJ^0t{-}(kY_BblLlV3V^rL{5|^U>P$
zE<#6VEJRQB>*o0OwOgyp=<Mo%OaEAX!$X#bKUmUc*gv8UH&)N?>N6;q$7_$Oz;)=)
zN7O=ks^_Xb%(fFk2H_7$>><mN<c!nof*x+3dT@dvS7Ct}v(N8~`52T~RSO^v{mnkH
zIugAcr5xrV$->1#{txF4Nynd9LGn_6F_T?ef2^mln$@vQjch_$v<}3!A`bsTm9h5&
z&5E&K9OU05|J#m>$sTZIrie8Plq;#9K{`!U?ki>N1GA}>%0}meV$r^7l}&T7sMLv$
z+GS`@P<rnl_@w{vZMKl8;O5g%87=<(G_Zsa4k1DcMNJ3;t*hykCaMe)@3!f!|21Un
z7}1V#2=Zvo3GB`8>$&vuvj62%D0Aj{<BwNLfX`zq^lnitt~^Jl5)i)ZW8dN|V!k}`
zeLKNK#lIWY!uv=Iu_H_r1!2i8nw4sdZDbzi)Ol8<0~6IjoVBS#d6b!t9I3kbj2d)_
zYEhG+i9bWDqscEf0-PbNA6~hvA$w3M<;tZSr&+skBGh@X?GC@V8(tlJ$<(4Lhw(vJ
zt&W)SnYljblS=XVZhSz0UTKZ-?LiYHo7>QAtE&7>)%)t^*)d+%7xFOF71g=N#ER91
zcoMmbI)YAKw`6t>OT2C2s8%s5>?6KVS_#qGBRD+bvx<@oV=Wf{uE?CP@n~6Av{`Dd
zi24l9+zSbtboUMLeM7rj*4WOq#|quZPB+dB6#mfd3ddwQ|5=!`1=h;bAYKYP9O}##
z;Ba_n$Hedizlt=$S(8fO*Nm#Q6;4!En}xH9MgjE02y1~i4z%Hg{Z@XG@bk8zW)z(s
zrw<XLaExz_nHeNC0{V@1kE0-oiZfUog*cC!CwXTl=W)kXvk2pv;138lXWF6mN56tj
z8oQ#6nRk}jHY?>|b}?V#cCB7cb_T=}v*hz`>km9#$alK+?5TCpP0}E<_%t}6nUA$2
zIT*HPcNp=AIVU47jctGRK~YcMi4|H&qJDSd(C~}bzc4K4pGG%+dPO>;srb=qEx7Uo
ze9LpCYWQI|<z$<05uN?o!$^o1mW4Y*k~e`LbykMXrfzE7gcpKekeBPd{ii?7OQqK3
zbz%znuYQbO^`smo--r5o?V5EvHziVKVK&8Zi&Koj;=f8U6)fNGj?a3HuFAtcXhiiS
zlN#^al$!ExQtfsVbH5Lp5%dp^iX^i<fRaGON|mB%vp5*5m@vXUNM<U`Y}j^`w&x@D
zXU-=k1?y1UEL=>_VXMUW#*>jpqts6;50OZ=G;EowN=AFC?~~CH7unr%ljc(hI@jKG
z@J&AWAe69g3eoem)EYnAuTen3`s}!}a8hnK!&dc_>MfE9bQCt)kCUKs!>o3V#;n{U
z_B7NjDXPj^YL5)Z6>xcGG#cqbV|EQ)b~bqVC2O&IJ3*PCE>ES}S#i25Xe^!?pH@tp
zXAfHHuuASyn;(RYN;Qnx-Z3go=7Jb9jpH@%<9zK;t=4gfuN_obQ4mUr@7G5&NSg)w
zQG)NU1If1RTYrX*_T^YyrUnOf{wYERsx?rBPbcXuTT#u?Rq^^X?Jh^zno!<?setII
zH2YcWp~^L)T&LZLxP3m~TC1qeynb|g1fJoD%^C)$;S3~n%64!8W5z9E*yf>{O2NME
zA?cLx7s%h%6Yq21)ewbo>YUI{y>!>~Dx<0B4Bav_m@|Crh*xLQ*s1g6MnDGmWrrtT
zQ;03<87{Op(tm#Uhd3=oxhJQwyZ@ayjwKeKH@r)P*kOeGtWu`$al_TveEFk^PVf82
zU#N_tzM5=Nos|zKli<O;PzSqMEX;CkrqAsPN}OGxJ{I{b(+fC^@0+(sDu$VzsJ>Je
z$3m0TxcwUJNqY4*kSvfG_lL~r%%nfE#>y3@3mfE7QtkCdu1&*eys1amv6TM-2^{$_
zjy?|DG0~eF5o@T^<CQJf<?*<A##`boe%;?)DQySTZc{-(=P-JE7y3Xj#;qv-+aw~1
zZrBfFv{EcMjc3q4GF7=QA{_C(+Cu|oBu10<h<R@-X&2qtziPznN@rL)n_Jc+`RQep
z2_XCiVI%1r4Co*4AO-0oe0027+L8l^rD?(h!iufx(I>9ly}rG2DEf>kZ)OUAB$3LI
zRW2c{-lA=O7}9!F%7sSJrWuOVnt$x?IWRxYBw$exj_8#~`?zxSo_Aj{vx({0xUaK5
zbzy8^7n?Ss8K-zM%rr!E9d9<0yU%cI*i0lAhVv??b3=ua0QZUHHAR65I)FgxW(dh$
zA~MWbWogrzD=8Rq101y3i=ccE8fO)}5L;+_P)BTo5tYmiPAe6f5&AkjrvMYjl|cbP
zh*x#)^^k|R#>bpCj}R?5Rs$qyP1c%p*8yv40Q&11`lLu5Z=)ZjtOPb25Y~Txe9&PK
zT2zm-gWDly0}<)7&%a*m1ih35F<B26KEf-eE#oD*?Tny2B5G|DQpT(ZdQY4H?y3%m
zTdXN|yI#`$eU}9K?Y)tYVxp=Y%oQqt#=y_dAi&V^y9+VO?H-f)w&|7+wE_eVLW%)6
zzK8>T8U(bmEq%8WVb*I-7exxcu$eNC51DJ<#xOE=lMHq*U5vc*Mh+Hnx8>g%#iydG
z<d4Y{UZ)nN^hsditHE>7EjMJ2g<cJp8RryW6%C0DN!4SbihQvp)4$khJ_5ZXG11%+
z+?te&r2@)F0&kNb$!Mrpn5QrN)!SO-gNyd@YkR&n{A{D-TjgABZV@O@c``k-DT*@W
zOd2~v_<21KWC>p|w5$s?9!^N+#)_I3QN(*<l=i2x{lVr(J*WGViFrE}9Ic#{slAaP
zdZBJ9AMg|%k$8zn=FpwL@n4}bx_7_tDx~*KRz*;-sLrV(_1FavmsMSB5LV5qo;*W?
z&y%c5=E-gPaA)Tmrf#C+)EwfC0Q0~PCV~TM@K_)ZBg{X}L1LBY_x3X_g<9)y1+F3X
z7=z6--F#%KGp9bnU@fn~dL&cnj**7gz0-a7t;}1ZC&a<=epkrYe-I;-WJWwiVz0`1
zPu(>_a~e%OrFD2~F`a~ESIFKyIy^Bkt>Streg^H7JBzJ?7y7G2cD28l<H!{QB2^GZ
z{fVWKEg^gw978n61Z~Jo%@viWQ_t5Ltb+U{HvNQ06)Qd!%}Eszl}0IYrIkj&rv_Wb
zVZU$a5sb(xt-1+l%C%HXALcnw>0>O0kx`my<CBt1|47dvAkndTD5sR-g(`|6r)^7a
z>-&=<@c}Q#8)nF`$~RdMrW3BCQ=+pm`~9zZ&*}LYXrQq*@#eCk^8PYEZ|`uozW&D0
zceOg$V|BgDUM-?*-GY%3YXR@s>#ZC{*-9;C8o_W&=b2p!N$W$N{l?u-xWg%hnnnK4
z3M|`|VrkVS*QHqEm`Eabw{7e@u8sM&t>yJSn4;c<@i+F@nZB+iz_4Z`6U>i4Z7EpC
ze-~gO@?o9&R@#cghK3?*ax!Oi)8WOijeXE?u4O)%U=%AGT{>|U3);$bb4pvifGBY|
zDshmUSb$xYnE&B73)Tjq7}?(>X<C^pqNu2h7}4RxRcvS=Q>a$-mkACIDwB3F#!#R0
zcMObhVq!G;;yj%A2>q6|Ocy3_EcioW^qNpIVib8<9GnPeW=1T7i6FiD804{S%Ch*i
z7aFoC;3SL~)d}I?BXnP*lL8GKJ5P_w-}t}(@c-*0?F-7)5pJnB!;APQ_XD8RT54I`
zsz}J1CfDSHUtN(0NO(zh0U=8-O}c!XOxj(IH}VL<8-~z<H(WZXp@kd4hCv_jBcc`H
z`ek9DYo5m9xMmjL^FsT{eB+DkdR$bdX;d^)CO?!ccXG5k;(#3mhP*9AZU!=3(V*k%
z94K8)5H3d1XO+Z`4B(w!G|d*sTN+_d@R}{L%5$%EgVMBoIEj*yZ{G}z5FKVll68)V
zIUD)n_&y{k-+I0EhTZ3R-446VwQAmz(4d-LUvqFEA@MYREqbF*4Kai;;&TRjWvBOc
z1%c?d#<TWO=|eATi}Fu9CI8R+(8ZwOHcI<<-VjD`O;o{l{FB(oM-Im)CR{PzyuUIo
zMph6lXT}3Gz1#)Jh{wOd$wQE@+X`G%_?`85U_`<RQ78Ifac>Gq(aJ$cuvpl?yXbz{
zG{Cj9?I-dcZIOp_P@vgFheMVisPAl}Wf`F!Yuy#+mfRK=t&Tc(bw=Q#`Q>GqhxpNS
zKjTD5q3Km>YSb9iov1+@kp!Sp(si&8H<&X1IF48gbT5NUa59<0`?0JQa~8deZq4``
zbTfT)aD3vxH1WUMbz;&^l#M4rwy9JJF-lD1eGqX-l7`b1jQ={4m_x}Dc)c`x!QIaN
z3A?||^xrWJYT<nVUKT%iv2+R**lg4h$WBJPd|}sWH^>Y|{?UNmA3;OI8%UWtt`^nM
zbzhtB{zB&rW=g<m#D48AvnBm^&c?S2H7Eu~OzjWiAx&m*P``+=!SI(krFP_qo@TIV
zob)m8iKPH0K~$6I<xv!w*YdFf{YjdT-B{*B{?Sc6R*dRMa0B|z&L}6i=$4@me`<x@
z%%%1Dc6X62)EWzJisevPcm9kg>|OGrl)PFGOjqrrT{lU8w@HORT9-4o_oXKE_hLrT
z-DVbkO7lZ1n?frr1s<DbGcJK&V(hUA+f?H4V6hTfK#fvQCa^$*;Wq1_ZfLbz0ukAy
zO9|0^0br>Wq30m_A(`XFNL`wdk|wi_>?vt;Gsy67I^Ig%?(5Wy6Rh&8F;2SnT?@j$
zkapDdEq97BmU{W~_>+tAS}c1ibsqbM;T$=%sJLcSjPuKFnfp%uqaSMmCGM8CS23(?
zjbHHbx>+7hnRb5XRC~S%Mgt=jg$jos2BiEuVDQ}0Qm6u=ftq?sqn{<#iQJrxfB$V%
z;$#9L_xFTfl5LhoL)1-%Eyp_dfw3dukL2;qtcewZ6Hp1^P%UV{3W9~<`qNpJvUD|x
z%*{-yW@;e9CJ)V8Go2U*EX8OE)I;&rFF_<`m(jjx@3lsvC!o`=j{zwAyFi`(fxV&+
zvk#jO)Q$=E1re?&Z^?>59Ev4qBm0cPNObfEE-a_0ZI0g9X7r=;a3e@S>gpi#2`>pk
zJ~qp9_0glG=XcD1@3v(wAzWeu4KL5R94z=<1_DqjT0xFmpfWLkfdZ7<+FqZT395tB
zcOcI!i(pKWGs6EUwq<e<J>i<-*R$&PwH#n~Ya4WaOH9%iO{p3HW-aab{gPx?^I=8Q
znFW92g9Wy(IAoCR-vb93HNcC#83iE#ae~~662w7_u&R*m5CmNFlpp>yDDHv5$7U%E
zRC`Cn5~S)URGi`dB)j*_8^RQwi2}n?u*p@3HuqZ|_VraDU5xn%1G`RY4K{2TD}K1I
ziYyY9e=J|bEiVpYcM>ts*jPe_8_~rQe*EA&K7zZ93?Btog|l%fdV278*M7am&*Rjv
z?tQQQ6sz8>=lHc+&ap%X*fLjgCY>+rx<EHvsiS`WuAyo!5e0ZoI!g=JM9EDV+Uw+}
z%qZRpw77z|yINs+?mg!Qsp7DEET*Sn17w9itbnmqMJr^TEEJ1fXLHD~6S9OckD6sX
zp3SHA{dVng7Kknm_?d}^ULq<0#dir?0`#XDe_g5_8t2o7T4A)_+toj_L}6Eh6(}}?
zx|BAg3zsB?Cz+L3e&RdnN*hUFO%nT&oU{Js`<;Ck&;v*pcMQa%c@4v<1f`^QRkfbN
z4{e3`3CT+gkqdA*$wOwqDc;{Y4JVS*v+&E|f3`12&QfWq)7+^uIgan0RsLX;KSwb|
z%=R89dz2v)=*@xak2h>|{*G!Y02Z{TSF~3u40AJ?n?*l*T}BLXz-SDQP6*wW{C?ag
zORn%LPUi0C?()=2KVU@dnLRDM1Q9hU-V0d&e61~Qw1<U$fIaC+=y}a^jpx^6hGwyo
zk?QR;0ShgKzff0StAM36h%wxP;2qx2JePVe8<N_{=SPv00Xfpa?fdQf5wJf`A7hC;
zb@lp;K6nF$YSG8Da=y+adYFk20?gHG-2F%C$YKQr1NsNab{_t8d48L>KeNMbaq=p=
z4Cq9jv)z@tvVo-%B~FQvxgVsgi-93z=Z+fChl*WB*|VcG`JR>Z07YH@sVfT#3b~G|
zqTI7pP7LQn6w)^yq5Gy!j{bhzezNVdgxm~~I}g%^_g%lZV%o>dmA_GhaWMY^$Q!hf
zy?a0O<VyOx2Q80VYzgwzwK=29t}=s-;4vD0;!Hv4&0Nt%xbZy~co1iKi`^r1M43;@
zk_f;|r`E=omQDHFPxKOsjLfYMm%ck1oa@JCsGY!#lP~82yOvJ^ilE>;3B&EusM&mc
zfY)-foqNGIyIJ(x_pVZE)mfqMQpDEd0opFvDNNGEyWrZhr{6$&%Gs}$4a$HWdeky;
zC=Y)B%d=93Ym*k^7W;B!d|YU*-+gSqnw(&xe1Qe%a*b@adm>B=dbmgO>2iM)V5*e)
zcbpn(YY-wHZ2Oa`5OW%merD}LYGz_p`vTCtWi|C(W1?l;TMF9~IE>WtPN@U`@Sb1E
z4;b1tP?VnXB3h46{Xv4Wh(npOLo4=Ke_#nZ%zDO6{4vo&Fg|VX-7h}LSflf-8O6*V
zZib$&Sh7R^?hQIz^JUZTHw$L~x?ZKDKidm^t+q%V{)xCT`L6&Ok$t;^zCDaOG%kUs
z7@=-ZxV-WTL2cZQjHhK=K_J`J9+dNiI@$A<3w-4f4W0^K6Wj_E_4uBfAS_^$_3w~B
ztRIS-r)ilJc6-UUhlg;~+OjIIr21vPHOeQLt(@zYJ2&UAwC=K4KY?s#?LpM4ENDOG
z+W+!yRo^u!vd2x2epW=(g=g+fd~*jvo#?*NP9pbOVxsV(wUQu7nW$wtTXn;w;llRo
zSBLh<CxTj#+})lV>QvBYb5v#z@RyyBi$n&dT(P$9d)CPtKB*V3o!uMdFRi<1g>lb1
zvlB?zj486~>z9}>*S_Cg7H#skmn1p6lOCpAT4D1bvyaxktJ(J!%sgq0v$5>9Eg4($
zMU_<VV`a+C{pPS$B`NqlneK^nPRF7Jw*8m9t*N3SSH<0my1$202z%r5mJq3#u#1)=
zUw@J9H^ZBtVz`;T?dlX;ONsh^(caN1O14*39nJOj*pq!|a-nVo#@95+&N!ds-|=;g
zt@@y6sEyk#YnQRBK-|0H&DRFwmWqRR6Z5Z)2IV}D4=SIWKlZ<k4wFAq)n_9!EC>F#
zFXa73f>sv{w(Et8mY1e?y!4<`Y(1-e@Fm~N<D^}|qHFb=>9{AGF5jkCe?-tMOQyuc
zv4r%6f`RI*XG!7jErZC|ehacip8PbyD^ZXDtpY-nS3z?O>9>n-qyk?^01Nuv{T&ek
zkB&9km>)gqvgc3e%arBgN7-iU!Ea;y(X)hGOZ>(^S?l=}ZzjA*YY4quT_gxn`A~3K
zLOI|}zKUrvzHI3uRxtf$?TqbvT6(Z!(!ue?p?|MrQ?SU_;BYtMAmY8xtXLn(Q1L9?
zV24RNGohjDWJO1E_?mA!u?rqeg<K6XTy#}xgl~ZG@_(6&kAE8F`9<BbTnv{)4e_ym
zV1z%rPw%kq4mx)Z<KxY`s;A(yIH2cv-;mL*)Fpy<dGV=*7(e4e?hRKKolH#a9P52;
zg9HfmrZdb?FN?vWguOb9DeSrdm$ZM`j5(vqUNC>v%RmIdHwOwKcXGGANFShXxv&u#
z<<p81Z*uK@wzc<IVbg$I{<~cr3s)jB%Y8e+hx;k%_RI9=BEuf`PnMg3rlkK|pu%;^
zRWb`-dW2@}C>9~%8a8r4F%CX)vm<b)zQ*&l@R&0@W%qhZe_9x|+v1TC%r?#q{C#mY
z@z%+n#ad?T$^IvSuS|<`Eh%jD6Nu7|{ok%~4jU%_P(ne>eCU?m?0MK-7-$LdUgdCu
z;Xc5g&fOlq^anNDU|y4|;p5F7_mI^>f<wE$29{?0>$iSuE{Lh~=n*m6uNx_nlc)BC
zd8T#~N<AQ{zVkb!DAP!L%GfE{BBHl&e-6%Mzu@Fx-<rN0&LWt)yIi7_M61^LV5W)x
z79ruOm3^|bqC}bDoywDyY}->fUBry0_%QBMMlgIPuq&Cyls0FSs`opbhuVMI-c_sX
z065UcK7umZVJdLa`>qhAxKI6Y67^uCI^LF#c7#ipa&I}zf7LQxo|thjEhtf72^(qc
z)`)z^UjutG@w0wEt<w^VrT)45-SRdzsOglu)%CxSq>^{vf2T>-Pb60x<-QW2R?v53
z#e#`jGWy6vN|)$u+!ZZbieV%QsrD>-y%cnCV}$UbIAHLllMQ=sz9hSFq^XMT0GZCX
z>sHz_;t{Xi*5$;XrbjqypO3H$WTuuSx<*2~@d{QvZB6w9ZoG(KXi(FWtV+xGY!VaC
z-6h;B;n1fis-xH$;pxOHfqd}cA*UxO@sxtHjk)q7wCEca-bde}xfbb<<CTT@p{7fF
zvD8p1oRRwoqL9AS>n7ujN)mjy%hqy#gE`0@$d^dx4SW!pYh_Cs1Z&ATb2#xOzswr8
z!#^12d+BB0vNiG>;CdOApJmyq3c4}TO9>%WIs4@Z`?+*Q7T&Can-Y4rjyU`tl80`@
z6-4}3KMOBEUiQ44oB|uhz=&5bL(c1p?IKi{f_E1Z(C#5*dA*Q@9YwrrbwQ{jqUaW1
zTC3-D@I1N-ZvIAN_s?Yv9=FJEya6*xd5mYUi<vS&stOrbZU%L{k8@*HA!_kbjGhL0
z_UnOiQgM#B%+KR}U?tsG1SA~421~;VJ<}dA@wzDe&g35|jQ>T<!tBn{dTKEg_T#f|
zEF)rNd5Y(G>{Y{DjsQ!FB6q^4>;eLd%dSP?SGht?x*KAI0W#4>P{*6IUEFleU=z7{
z?B7uZiEsO|r1xP8J9g7^i~~u3n=Niv7K4Hn%9Q`g{odqR^AJSX3W`&bXC+)G*`>CU
z@G1A`xyMU?WNd$8CF;E*Zo&6nlg=P!r-hjO>p>5v@uBJym#My;rCs&KI@3k6@KH$}
zksk`rWh)bS(F-2jpovVv`|4Xno@#gmj+>g;6NRFjTuh5U^w^B5Y*{aqdb@3X{Ah@`
zgP1Nc;kf%${xYT?KS@}_Z1<k%GULzPXTfJ7l{}A+_K%;)IBirKji_X&Flqhn&Q2y|
z^7}kVc0HBNbpM=vbmt0!vxH#!8Aeu-{I61vGs_L6?p&}M)nLtt6hj_fsbb6MVDD&^
z_B73jK~5OZqYR!QOusn@+I;ut!cz3=$#|b5;%jZ~xQJQ8GUy~{Ij!17=F1nT+`E|M
zTSTT`G1J}Ac}b=5fIMs~*&~ESfd6^7*>Oq01=U}9D9Htjb(A{n8?>3(%5gez$MtA@
zB+eXGM$jVgH#&G_^1Gn#-ZL4y2;b>fkJLhhTuW#fc4xh;rA0`8Nru^HrtO~O(Q^eq
zpCjPWgmKzPEldX6pbV+Mr5q~8*w+o&(y^e(d?VJmZ)n9m$e5CoOZpuh>j_)MZw|K=
zw1+g!>zx%U_-0V%y-anCJ#=*`-BxOC-#oS!P5U=ohV|;;gM0ihP5*Rsoz_hORLbg>
zjV$aU*dVyDcSR7&eF>FO?v9C}MbsAIR?H?gY6|qkCy~q3l3L4!RR0<usR*t;@KAyW
zG0ov+t_^(Rn;mhHFN6dN?kC<~6Xk0-Y%z05Jhdld0pUm~v6D23x#r8aS4FFyl5f+;
zAWm(kYmEzok%C&Aq3<O&)^_fw9A)Rpeoe~6y*~nKGhg;uM00<ZrfX}-ld$x^(4;|Q
z;q}FGwd}4c!u^kTeN2bRIky^=l$G>?Z(@iwSU87FUga7R+sQqIP`vZ%Dah%cl>B}@
zX*<I7#0C3}dqO`AMR5h0&%TBr)T^6>@=|a{%j#EB?~tSS-~8`|+Y?VH(wQs^-0drd
z-QU`s{Q5YI!Nu+JuzsE`145It>}fAZ+o3pEG9j@A`^V3VLqxqmVry?wM1}sjcF?JI
zM>$X<FCZmcJERn{Z7$N{ST-#9E$*B$nt545LUe?Yfq2ZT-iqIV6)s)d;)f@?ADtLR
zBtH59{ST0p;E8Y}IM5f>M`zzNaOq0v7&)xHH;{6ygd5$Yix|9CqTcO+P+BtfpR(mm
z7#X>vKaknZ%XM%V2~YfdBW~nHge74FwdQwRS05!Qeb6{i+>gbSyv<+VufpUBo{7-F
zNhXck8;0I2(aHWd=$AjuF`FZzY5x8IDJ=B(PZ~MOR$H0Zl7=}KVnYPmja>$Dq8(gC
zw*M5b_UxPgd68sXOY{A1OH}lgE4zo4t74CyCS2^3<cNZfJ1KWo!Jmj*sKf&S;fUvW
z8xQy5JRW`Y-HUYyYGRZ;nbv?;GS)ir<23iniK-IJx4<tH?-jyRsA{;s30t*gcI@Oi
zra|>Y)8oQyLmV-v1u5c;POZM!xyTEUHQ|5eq!Y~YJ*I`@xbzqAd~;LWhU1YrtHVnN
zhvDK9w6lGCM6pD<a&q>}?Ff5}Wze5s_s~5>_|o8-kZnytom~-ok#M<-?az=^{8o`b
zi%$2OppBDp`+(epkZ*gbgkOBL2ie4RsU9oi6RJOdmHWQBze*Ld-<!VXvR+jov=gp6
zx3JpzIoNnLO~k;DTN%Yv{dx*?2f)Wu_Z)GawD-zQ==>H$j3-kIbqmdVQzgg|{xgDP
zY7SOK^F~P=W>y;2(PrU}IVO%;qn`6HD(Zb!s*~Y+K28=g!JFI0t|2q}*mQO*X(OhA
zXw{7FezC@}XxJFduZnK_{GU^TIVC*;(0HkVc((<yvICK*6Y!V=WTq^~hz5UA2iik1
z&`aTF9k~wn5;7jWtxYdk#xN#BY*^Y(UycVioU&jUL^dWoYyofy@8CmPy|X*+vdxR9
zX6u8SrNVYyf{`H=rQQxgV>mD0&-nlA6sw35{<BO47eHif^oAf-_+UMorRLUjRQnT&
ziu7(Xo^ujy>(bY!?&HWgYhf?iU#q@NmYM<?gqNV(4HZ=8{Cp*n11Il?t7qot9>-2q
z851ep#>q8*tR<f@P;XdyQ9R&nzqv6kmQ!#+!{1jT4O-Qw)?t~E<$Bmp+Pm$+7bx;B
zzk~-ddwuRT#ph0i9p(^jfUm$)5`IBaSTd8u_^JqT+)Stc?6RNk(GG3Smy`O0VvB4q
z=CS$Tk~VJ7s1$6iMBy4jA90{4wy~e!`OD0jI1+T)DIO{87jE~$bj_V@RaB^mP#xzt
z^-Q5B8Aa+jVJ-F;m(mbMM4@!BrMi*Mn1V=`f4QF^>1si4{Fpg^t|5VFIWM)PPj=9)
z)@3vN_jXC|Azav)ZA}f?=2~E;nda#alLw2=Rygy|JL$W>LGV-{`c}oLz-4Z^6Frl`
z-_*}_WR&G-eeKY;=3dcHMNhKCj4n;ph4XN2f#g{Y<NY{KiOiV_#K7py3v-P%mqDY4
z4^~NUIL~~y7CpFM9dINcbJ!?T?UlZ9>abtU&V5}Tydk?CU5MH9)wATs6Ha-%mdIyl
ztF&F_tWqKWCvydi`XhMXxAl<?F>+-KH;x(ChL)ok4Y1~ijrQ<FL2QlDXJlpo;xXPE
zszSweHOxGRTWmU-a^dxXg`{CFKAJSTd1gGy*iHWW;aO&5c(gEsi+;$?K<0s^2PT?z
zC(HC3cy3`MQr7dCAx=*``VS<Kxk8D7<-i!tA<T?M$@&qzOPEEOyY4Y-J8ztLiKx4~
zm(k#=XM{l25imm>-@$;z(X0=|OFoPDQ9q!HFukmpR+p752G%8j#m8|e1S2z#+3qod
zMr>x@2_JzlGgki>-3=Af(76y00@XtRFC%QZgEtm*y(?C%@Iv6yjm6lw=i)eAmQ}BW
z{g-1gupZWl>0c5qb*?q97Un(N8#m%CTob{_@bEBW#th$|3&pKS2nc~{Ab{5tJdH4`
zVm~nqU+`0j_}$iJ`d}5u&Ny8T_gd8`S+#O01~!iMWxCB|UIpCZ$hMepXQwz%MTdso
zjEyF75rm5v0&aOUS{ug-(yN3(2?F^0#C;b5--$3SoD=gsBTd2UJ_Ax*neh$VK5`|g
z=u$5b5CiK4svV?>h!If({sS4&v3&_9%;p8eM{c&?l8YeCT~A_52!buLma@GAjCHFJ
zXa@mXoSjes<by5HcfXGqw=ke&fJun0Vx-@02ie};BL>zxY)73kR(pIzjP}?<f>|3e
zBS8p9xznai8xqXDj&DOh>KE%lAu!+wAo^qPGj<}#2X<?S{qfANrVkop@Mx~MTq1&#
zVo`q~AO_Z7^)YO2`1oLEd~D3phzWd<SVKbW{e@VA(ISCk7N|07BZm2jgutL8faC&8
zVDwRJ+=>T#zK@8_tA!UG(LCRS`KnATvL|qighTr1>a-3qu<F!R%bcP^<6}iG&&Ntk
z;G^Y3wneFpXZbk!a0%$$*tIqvv%~U4t=DQ~QU^ky1OaqTY@`Z<LK=~e*`|eWVAZNs
zjcsUH*G4;!0UZ(wLJaKqUsP=b#K5Xue{JQSQ74Ryz&=QP>;yUhLX1jDjFBl;lIFeM
z0}PF0Vm7FZVB2Ukwrg)I6S_$Vv_JrnIVR{4*!PS8GeR##OyC-py+OEHVgMFln{Bpn
zNrQQq_n0=Th1r4DV8&u#gITW~mC76!`-qlNZFCm+MT}!Q5jqcc)XmeBDN|hB0>g`d
z{veJ~aI=vmA&zCCl}B*!j*$l7ae|FD3HYESFi0||!HqbMVOpVk3N+X(m4Q+Wo)|!}
z3v~>tIEHB<E*I4s0Wq+8*MCQ)M-&Moqtl6)j;JiqY2`=D@gfxAFf{We>0Sx&Ou$H*
zI079L!8SznIDZV&q=OTUJp$AhR<X7XN<!ZnF~@PvI>rbvo;ZeS5x9n^FHg+ssqYxr
z6yyA?o@4G634wMH5CdxmCEYVB1nBf&WckrJ$8>bj@fBk_KswIwlwS5?W^phwm|;F<
z!6-&55$BItV2aKoVvge+hDadYV&FPDL3}y33W%v%1@cda-YPI-X%%277$vj{h~6TA
zR~!>_&di!wb3Tq^7!`p*NyI$YiohiX7BSE$#xS1ZjGJ@r(|X2M$m)7G2#A4ogPxx4
z83J_LG3t*Q0G(~V!;OwNI%7KL=%9<o#m=2`+dQ&o`5(`OVV=Q|gDDfkz$4_DI@e(Q
zdFG!V3~*eW{f@PR=kdfx?;2bL#J~o(ZdI}o5MYJ_BV!3d%yRO_ajk5I#Isz73AUPD
zg($7n?2PNoOj^zCxL!6RjBCseVN{%pgg_k;5Cf}Yt*gvJKnMtd0YG5=0VsotAOwVf
z5D)@2L_iFzhLx@&3jrY@1O@>CF|a|XMU_Da2mv8bLj?X0zP^E>xvws&00000NkvXX
Hu0mjf@V8`h

literal 0
HcmV?d00001

diff --git a/scripts/release_processes/firecloud-develop.dot b/scripts/release_processes/firecloud-develop.dot
new file mode 100644
index 00000000000..48a077a8c79
--- /dev/null
+++ b/scripts/release_processes/firecloud-develop.dot
@@ -0,0 +1,73 @@
+digraph {
+
+  # Nodes
+
+  release_cromwell [shape=oval label="Release new Cromwell version! Woohoo!"];
+
+  agora_branch [shape=oval label="Make agora PR with new Cromwell version"];
+  agora_PR [shape=oval label="Wait for PR to go green (jenkins must finish!)"];
+  agora_merge [shape=oval label="Merge agora PR"];
+
+  rawls_branch [shape=oval label="Make rawls PR with new Cromwell version"];
+  rawls_PR [shape=oval label="Wait for PR to go green (jenkins must finish!)"];
+  rawls_merge [shape=oval label="Merge rawls PR"];
+
+  fcdev_branch [shape=oval label="Make firecloud-develop PR for new Cromwell version"];
+  fcdev_submodules [shape=oval label="Set rawls/agora submodule targets in firecloud-develop PR"];
+  fcdev_test [shape=oval label="Retest firecloud-develop PR. Confirm Cromwell version in Jenkins console logs"];
+  fcdev_wait_for_agrawal [shape=oval label="Wait for post-merge agora/rawls builds to finish"];
+  fcdev_update_dev [shape=oval label="Checkout 'dev' branch of firecloud-develop and 'git pull' the latest changes"];
+  fcdev_undo_submodules [shape=oval label="Rebase firecloud-develop PR and remove submodule changes"];
+  fcdev_final_swatomation [shape=oval label="Retest firecloud-develop PR. Confirm Cromwell version in Jenkins console logs"];
+  fcdev_merge [shape=oval label="Merge firecloud-develop PR"];
+
+  dspjenkins_PR [shape=oval label="Make dsp-jenkins PR setting new Cromwell version"];
+  dspjenkins_merge [shape=oval label="Merge dsp-jenkins PR"];
+
+  jenkins_set [shape=oval label="[Jenkins] Use dsl-seed to make our dsp-jenkins branch the default"];
+  jenkins_reset [shape=oval label="[Jenkins] Use dsl-seed to make 'master' the default again"];
+
+  fiab_smoke [shape=oval label="FIAB smoke test"];
+  dev_smoke [shape=oval label="Dev (pre-merge) smoke test"];
+  qa_perf [shape=oval label="QA performance testing"];
+
+  # Edges
+
+  release_cromwell -> agora_branch
+  release_cromwell -> rawls_branch
+  release_cromwell -> fcdev_branch
+  release_cromwell -> dspjenkins_PR
+
+  agora_branch -> agora_PR
+  rawls_branch -> rawls_PR
+
+  fcdev_branch -> fcdev_submodules
+  agora_PR -> fcdev_submodules
+  rawls_PR -> fcdev_submodules
+
+  dspjenkins_PR -> jenkins_set
+
+  jenkins_set -> fcdev_test
+  fcdev_submodules -> fcdev_test
+  fcdev_test -> jenkins_reset
+
+  fcdev_submodules -> fiab_smoke
+  fcdev_test -> qa_perf
+  fiab_smoke -> qa_perf
+
+  qa_perf -> dev_smoke
+
+  dev_smoke -> agora_merge
+  dev_smoke -> rawls_merge
+  dev_smoke -> dspjenkins_merge
+
+  agora_merge -> fcdev_wait_for_agrawal
+  rawls_merge -> fcdev_wait_for_agrawal
+
+  fcdev_wait_for_agrawal -> fcdev_update_dev
+  fcdev_update_dev -> fcdev_undo_submodules
+
+  dspjenkins_merge -> fcdev_final_swatomation
+  fcdev_undo_submodules -> fcdev_final_swatomation
+  fcdev_final_swatomation -> fcdev_merge
+}
diff --git a/scripts/release_processes/firecloud-develop.dot.png b/scripts/release_processes/firecloud-develop.dot.png
new file mode 100644
index 0000000000000000000000000000000000000000..ccc6138b70c211b412b2bdae1d5183aa07f5fcec
GIT binary patch
literal 253609
zcma&Oby$^K*F6llk&;Flq&o!ZRzONh5b2bXZZ?h5snU%gqSDfhfS`nQcS}fj{??7p
zbB?~>_s4TxTt^Pd-fOQl*PLUHG3Fhrq9lWfPKu6zfPg6{EA<!w;pPSc0<0GGCisa*
zRw@Sg1JUWR%makNALOeD2oeZ#Quo!}5jWCM>TZ8MX$<CglKl9#6wU_b?UJKHscd8Z
zw$@f+6Q25H3lIL#)lg*5B3xEJf{jsx`>$9s{gBW@Hht6iua3^+mr|X2>L(q4RL`7v
zEq7UGc)Rxe*z{WQ&Xs;c$A1$U7YFfw`0{^GWpB0aKDdxF|4ryUYKY(e@FkHr{uoC}
z0`|XrB}e(eYTug_(T4v|ul&j|H|2kP;a3PIqs;%`^{S)!M~j^@<?B{+dmYaO$G_=m
zdy=OSIF$D^*qFI<^r_<Oi+rt82Cws-cB`CKc)EF-ve-$hvC!6@h^f{aI#+2~tBy*G
zJ{lafue<Cz6}MV73beJ>2F7BS3Un$f4rB-52FrUBWtRBzp})q<F>EF(Fjslfj!e5I
z3}0fhRoKmlB^<%op8lWB{~(5hxAAE!c`f4qY+6Sm!u;50(@sZ+uVJ^pEbK0II>DDu
z_EGM5;e>?Pr}rq;N(BFW@?651g^rY(sv0Nm$61|Hn$S{wt^1O3eC|m=VZOlffb|0W
zG10U<?!4|GE5k-f7xEV`OKl0dEgF*s9#Kwq3mSdLsYDsETDA;{wPuTtBey7ZOR*?~
zU@*~s<C7=~;hTlGKel@fqzSuWNe!$1pS4?ffwhxnR7Wu((NO*IrQ#368IR}CBaLU%
z!khNJy4arf+|qiqGO(8zJsVHB@{RV803FrjMCvw?X^rzLp2xvjd6euzv!YlyTV<Dg
zE~=OmQ44yU%pO@Vf-w!!9WEQpRT^uL^p!odidA?xAv?DNe+F@v7&>z6W0)w>cK>P+
znJsb1Wbnyu*ZO#Qo-~?oAgWcvUje(w*h}L>eBRR|d%2X%`p06g7yd*Np_4_b(rw0@
zpH06`z-}!oH5b)+aW9k{RUeh~1a@mV=PTCkNx-WziD2pE7pOcuh-|2O-<%YF<QJ#f
zk=_?#RVk%B>%7Uvg}YVbvL3G>I#cg?)SE36{fg5x{SrkhIhpW}OJ{Kt=0o$PkVMxs
zE$gpUs<R^MVj0Vo8Gb<u->Tb-QoPr*w@R?XzRr!8S5ao~_hGjA0pAu<fDQ?Dv(f8!
zR7l-P2=VVYmaCi6I1k{KU&vXTt!J->O3izU`yP@l^*g7VlG)XjXr&lCgdKc%@%MWP
zAfmb6_Cb8&^;b6dAcQ1<`1Zc<bRFF2^8Ca~I-oibgJ>Bh1oJB!z-g_tZt?LT%}dWW
z#n!Mx2gj}mwr;4*ZzaAcP|D5iAc>=(HcT<x9ejK&@6&xW@3X`5SdmT=R@M7|rG<`H
z;QDjdF|oY)dr|C&q$?{w(ySbQqzZna-TOw{TYqslf!HaC9ntyFL>SkK)VRh-OjNO@
z9()=J7ktC~hBEt%+q+52g3Ws{qIAmQprx@drSA+Hect+BT~;Ti$A@gS#)kcoWO!)6
z2aiP63C8>5NO1f=G5Y0nbtT<v(Xp$KQ!wvIr!ebIHpN{h#*T21ZmH%^9xzO=2r?oW
zsA^Y(E`omzj$uSYeh$aL>JKDmV%gf|#iY{J_bG+9QLxB~Z{8v{d~J@u@Ra4ROe7(S
z_sZ~T^xbmSzc<|jDeq|!);+T>)PY=OY`caNGY(VA2UFnwM<7OyX*TrzRHStia#0{;
z)8o0+8Jgi1x{vz-70H>;Uco?!q<7UX>gGEs-F+XByj(dVlG>eYO1t?mUf#s~Ty?UX
zf)Y(3<oqGTNrPJYj~v<&29Dr!4LM81Uq=v&h}ag8{nlf5@w?I5;K%CYHZr?WFT1kM
z;R2n)lH`Y0c6Dud$o_?TwXUZ2d@R>Nl`rnkYc-sh8SE}&jvVc*K^2XmgspiKn}oY{
zzW1$U3!#oRZV)D!Sx+Z;k+bLWe=b9cN>Sp4UUJaxUpb^V6_u*1ulKxzwJ6}Jfj4j6
z;kXrH?xQ3;V%ji2CK;2`_Af6{bZB|v>A*T{l&YKyp<h>dh0ybeEjm{*#q2c}mWaaY
z{;V;jtsgwdwtPr~uyWdCy||liVstOg6bjvczPgjaPMCS0xcs$-?jVE(f%^S^g}JXp
z24%98ucJ<2lj{BMk0f{Fb!;t%sWby-D<1z2>&#6UNOaz%nr+Wd4n_<rqi{uhOMaX!
z#wb6SsId8!R6FH55lG=W`ei;!c$2usZA<^?<#UBUV!&UXmg-Ake_>+B-^qy=*DzHu
zpgI(vF~~d}-bNEo$#ctXZIIcz_E&|`*{@1$9;}%5X31ekUezH-==DArAl>mfejDn>
z*?8`l$Yc4&<x}Q8<b_pSd(OJOAHu<UZd1G)pF24S;X$l_hNe0_xD`*}S}u?O*%t6k
zcUaRKdWB|uWf5FT-}9Yq@PUF>(mgrywaZzYHzx%*$_A8-j<@FsOGXWKbK==`_*lh+
zw651dhXm3PR*(2qooHu<_u-g?ZkdIu#n7iXm*P>AXwl|$&rOoUX-~V-sKR$nYFdAW
z1Uhs{a3Tr+TwjPp5}slHyLL)XHj(Y78*_8PclbJQ<*x)`QIJ}EqY!j_HfmEj)m5L<
zTFqS_!V(X~^xzAG&3hR>r>on8YRX#ex7c>XE{{#f@a-Be4lz(DoK*y7{cbEiEG2wY
z{^{R45K97f!qoM?I{6>xgNXZ0!4Tx6IdFccpia0E^V{lbRy*dPIi77b`i_Dhb@v-*
zNAh*l7MT6cHtIzFrk(MDI}7bP-V*JYY<V$sXtWO_P-Vy+q=<Q+#}45RxeN=D{re^#
zo<msRba!p>Pb|Qa-1Gt&quFIdkI1%a?q+HJ&;A?*fyGyn&0q^CvBZvNdn@f`!o<XH
z>tAQsOdnJ>y&4{o{a(qr#;Xgvs-tPomh+Rn?zPiaeC1oYsgCla#^LO1D-z@3|9<EY
z2}#^nh9fG^$_@Tq5EM=rh-`Eg_8030SI;A%JCE5;;g%{rnO<%=@SdY~i0^l_bO#_D
zd}|HGZz-spCbg~GX}jyR{KzTp{G`WMEP_&0sLX1lFzHpV<-d7YLK?i^Q`H28z}tVM
z;SbtKR>S#dPxV}$9Dn8X!F{isK^Y~q_F+4z$Ez)WRlCwwk87p-SboI7_d;k1U@RMA
zKI_D4s|k<wf)Oo!>o$OsT0k6_ZAxr4UR@SH`~Jo_&q|B(I=%AGcsaSx1rjy07S$PB
z-6G+pgTi;N1zViwsRxK^+jMqTH;slfhM77?5lI+P8?Dt$gLf798`5_n<S)%{nHcz-
zP0Z-85JyD2g4ZeJ_3h2PZ#Jb6{KEO?Xo<=3s<Q9%(scLvQ2PNz{w2aYuA@eCy^`47
ziX*&xKeMBQgtzJj+#jWjR2SBMJa8pHG8aG7syg58ys=^sI`^G1<JJ|}uP)<SwOpk+
zR)Z7y<K2Wtav`@(-O$`@?tgKzL^<BET<3Gqdua)O9H1YnIy&NH0=02ph({M!dm=9k
zX{b-;4h4%`{>!87xfaD|=L>hPh&gIEKHmi|>GZYY`Ov5BmOGbstwF7rdx61$`Y3@E
z%3?ZqIwdC?m<OYp@`@TrT_<cR?bkl$2Hj@WfaP0PjTBEyy`u$Cv)om<z^{C7ivMIe
zZsDWX?svwyr33>k&W2-Ssu>*rD8#4waMR<RXx~(~qXO-6^bng6yYmEGj~>Ala{TEY
zk-aYaZr+i_W#28&na*D(M^kQ<SAr9UxLw342e`#}wew-D&9TgCYbI{=TVUnKGQ`5J
z`C6ai>Qs{osz4qH@V(s2FakJb4g{yi@m|IiIp2)e-gaf<MR)5dH)~-S?H?&V9!l|^
zt1k0@rZ+{!*_YU2s61Y@T}J*7UhZ@Ho^<v$`d+=~&`yh1z9G7>apEo)k+z@1>HVGb
zFay4v)SIiEu^lXa{-te+^?)j3$n9{<JVixijZb^a7pCuf;exMf;Q6cE9;D`!xZYf`
z1LoQpoae=L_p284^DAC$HGJnUBJUw9*@)zyM%8VMXHVHIO<U=AYdq7F<T3w|TKwfE
zSpXrsb^wLjB$s*I(cy$$FaYF>cOM`6T$~0f@{P5on_H{hnTxph19if#(c63D)7Yj-
z3nu?9gR}9Gt}wE>sE|C<0Fgi2JpcEMz0P)*ioTmH{(nUb4+$ch_u-81)iy}U$dj@(
z#s@$9vcGqz&7k~Pd5&2U<-}lE@_0hUayY15wDDB`PC~H3aWheKM;vR5mU)_Kv;844
zD(6auZ-dsfX~L6E=iiq{*dSn#1LPph5}ZMt8QJi_0cCN~*<C!=N0WLUhGK=bxGzCg
zw#=|$-h2w0tVItZGTa+v!ncU;Hepo*2*r2!mTbd4<U@#yrlQY&pNyHmu+4bcP2qG`
zwtr8QMupVBgXC6r*<PRapJz&=f(t9o*Qs+a33aLWIQSI8Jt9Nx@LKL0qm&`yL)~IS
z|Hy*FNINfDL)^z~Y}#etT9tHBXz+{!V<<VpcQ)-;+Xd87v1&JK@*?rS2`B}Om71sI
zRe=J0bGc983WS=F+qdMy44s`Tb5O#n?K{~kM;oxj&+VNAgE7S0(1m}M4LIfzO>7nU
z9OT{gId|7_3#M>Ion$RGBp14_dK@)Bv+mkXR{5=~wleCHnXxC~ybKNSGKn2~as1M=
zYrU}c2g8iVIy;%dYj2RtT<1V^q*Y5lqd;ozO5`#@G6|vHZ-SC}nJH>OY)T0+?hS@V
zi8z}z>xIQTZDc7-Rbyr;W10a~o;h6`F<kos3??~qr??p1cHZkcuJv^r5eu&0=@Sw$
z#3$W;WQdECgUZf;>M&a~$*(a>BMza@<7NIv5@H=ZRjd7<eRBc$O2vB($MfOc(yW`*
z7y7K~H!B*q8qS&<FAs{g&t|Ts3yEmZHqlDn)gKJ&{JLx%VqM5KvI!4lSwQD@rLbkh
zZR~&Wq{OPpXS3nVc7ihvfr)6u&xET@cWb)d$$Sdb6~C`WiVp~`SbwB(^<G|V`A%H4
zD<$@LH+z3S$EAHZ+E6n5u1nL-gGs~80LAD;+4nSN$|P0%=*~jEYMZrYmHpeeU@rDK
z*VUYapnaz@vFLVhg%6=>6%lcFy9Gthw_99ixNKQ^R5vmHx)%&IIO3lO{;am(d(ziU
zdp+VAts_@-+Ic+ls$@qh4s620?M$+ZSmemzbm-V}WgT*6U5T$#lo_J@<2Fir#M<bh
zNaCdC7)XSiE%3;$oYudVlvrno(T1_ekq0xMfT&59a-a$|F&*1wiaKVIBM^T>Eg3|o
zsxCXPX)8y79>bKn6u(tIqAy2aXf1@!DpzSc<=81d=4-o@Xmq9D#>7qMP$wp=Q5Gwo
zrPD$e_M*Z=@hozoi(b{M*vUaDT4Xmwv9!n8PmAEVztr)BX>^ot)v1HMD+d1aZSWhW
z<}tpOAWVfU9ODt{8tSrg2piVAs;0_ioek54g;dxQ^jL$^bGb){p3ldL9x3NspCsk>
z!F5yhu6&kXl9Vb{C{02^iy+irRQ$5@*&|CKDyXm)3UiZl9x~s{IyTum_Ln3;z$eCC
zbDSwoGho~eY)*5Vwrr24+0@RHD&ZmFeXee+U&1ZLdT#>d>WE2+VIy4RDxArdVXD?m
zc^bZwMu)Ec9TA26)%js%qhc0uToZLza)oV~Uk63rd#ml3jB~os=2Dw>UXjhJg*UHh
zWybek%TOjwM4M+Fr$}*)F=D(|-LCMKQmB0fXp;(k0(cD5=IA-oG<|0RXXT0NvqxE@
z@e@xKP0hYSZT=W2YcUr7DUXtQzNg<%eI$Rp^)4d@h0;Bff-~wQN$RbDTeQ6${6o(|
zNe|#$dZS1JO~s{#aweU0C-zHA*OVSJ(*2u@mXv27-z3)fzx;?4k}tpuj|85#O7fk)
z)h(7J7CfGPsp$70Us57`nA0k5C6Gw}F16iozE<@~esD1&E4J2a<oiEMGcNKum9nf<
zCm3p`%itm2sOYHFluRSDUtZea^@W;9t&<z1k~_5GR(mO)^%Nv_NL4ykD8rD6?&9DG
zU>V<f8++k%bv9FJQ&=@0HaX2KOrumLQ3mfTc>WpC0`z^KSSpo-@Y$QJ?}V7=+$6e*
zOOE?G3pq>r2dlOkeP8*qcI~+5R{byHzSE9n83n<VsCanwfs*KfdWzeaX~NR7w1RBP
z3e7k0Z_FR4m6>%E;In_VPO~tLO9>VrY*#N`t(oSxPOVRHMEUlt%B{+^Py22qT@7xz
zXCz5ZETU?hH&rH$N?Qpzd*r5kOuDEiLm&F!;l=SnG-F6QWft!To0S)OA4i(txmy%c
zO08?w5_Okz*uIHr^*?x!SVn^OLWcb-Qm>edcbfcf*fh-CIG<V2Os!D*Xc}dr&d~RU
zYv;^AGJ7fE7tt5*p-)dL#ECX=eu`3^(-7dVow;u~o$jw5dW8+Yd8A=8E4Gxb{^zk-
za3du=zg2tu_3a=1At*1AatK6rs$FQHb#OJItdNVkjT{X+TNEcJ60+$QP|PhB=yNb$
zhJR&x7Qpl@kV#&vRnfRC9Ygh-Tv2kT4C@`IqL4GWndNYU^DLW}Rtl5rbMjo;^+^~q
zZMV)L=rZlTfa&z|dz3v&aBVFU(wL@Q)tJ-BtDFt-r-|x8CV2Kl->VD)3M$4s9v>R4
z`G_A?_au=?>FRmRrrMW;bjmdkJvFc?+(56!JXl!BDjuBOM9C&L*~D_lk!>xfX?Lp(
zZV-1v3$>DYkwCAlaKb{ZEw4>U6ik_QkYHN<1E%{f-ML?mTAN^b(%n%6$(B0X&}4;D
z`olIz3)9OZOARHMRy$7Mo{o*H3RLiDw<oVFt*FS8q*|7BlyXf~8DxLWDTx?%@pph_
z^BO=6-h(pPt~ieM<l;fA*`v&RX2Fv$&rxO*v2-UM>x#}3@}T=yFmH0MbS2?uRax!X
zAITeD*1`9z#YWz!$S0XN$yUt;ks+DrzVE~<F!&|j>PyI<wTe?9<`mPnHkgioUP(Id
zesOw$(ORa{Klvq(?xnEyWYcNAHhpf+z`qCT9|pD6^BhU&e<6oe7>*=PSi|X1k;duA
zK~0}FCP~8wWk!>wYD$7%VbS|R5j#PKdmynd&#xCXQf8G$L<Yv|kL*Rr$b`gORNG{g
z$Jn%R-|30m86d{z(0(yi<!Fg}0~hJFze7FFGaQ1gss*eGyN_p;aaPB2{QC(t1~Boq
zCX-Ylfk|*_7@pIFaK#hP0kj#878!_jr{LTgmxlO-1v4Ub=qrwU1F`<Ioi;R=chf1q
z^mH<Ci~F$mmy+Z~;S{txmS(#|FJ&vJEBNk&8w6OOnVX0@>V=^4a;yz5HGHSYZ@snP
z;lN(lc<F&3$V6r`0%yv(^@FW5w&aR9<F2+xkV%waTU(3CM#Tdo@51|sqdvDby;oNE
z&~y3}bJ>kko434HgsE%T%CE3ingkzWe8DL=Kzcy-fa+~5ckQcRsn#vWEds%Sdq`0v
ztZmec_S+u8X_pjG4DWU=W;vT9A(?tJexYfa`+flTpRUe7j0T)R7Dod5pVWp5CJcua
z2O+Do(a%MGcrAzY2bVXNgIAs(JvpI4>OC4AAw&P*1MGPjJ}SN?3~R}dP2>@+2x%>6
zGE15vG{#h%`B7);nh}gXOp}m>m8D^s*5=1+ISKmc4*6WHH`a@7na_HDeIQI4-ylN7
zz@6Xnz4DZ(t66-bfRy#!s;HjO2eh;(0kHgXz#{Xs-jXU2z|ws?B%gdo&u-kqL8PR7
zxP3PSX9};7w~+%sq!x5d;c;=h#zyVlEmz1!ysRq2OAQ}ws&Q(nuqM@XQP}2i(nRx>
zNs8m8yq2^O+5ssb-nxU}J+l4|(*d(MK<Wbrz0}jsf*1<<!r8)#6Sux>WxmAv?B$%0
zRN89tkQt;dwsG&Up>!SH@gMWbHd{qOLi*$wz2WLE%sufx&G@Ju(klH$*ziyQnnJN%
zU*<1nxebP+ZO?oJ+L|Cxe+8cfzLJ-D8P5A6SJSh4X%OHhHK)kc72<ZyQntu8RCUVY
z#S;MaR%5JksybT_mK6D?2#WLfns#u?=iS{A`6EMILeM~ku6&}AulZW|rtz#aksd*D
zbIY%Jfc-dGIc*Q*#~SaH@>$v(hSz>aym2!?;4lsCRn;w*^}-_Gi*@OOb*2G`{+mCx
z(-0Au=e}#833#9oliVep*p!ucrD)MZO<PKmd>S-bnW!?J8RgUDWu5f&V1XbNevkd1
z+XZ&sos)FN-h8ebn)uEoLi;KSXKj@QilpsN@4Y=Dn>l_cuu<I7MLJk%kik8BiC0;r
zIj)$@!(3b>bH{s-4c+@{)fq&(hxn?9hU273&P_L$@4nGzeUjt~{hv|iS5I<clWbB=
z8qP3?G8!hMpEB8eSTK^-v_X8D?NIjxr+u5JFHs5OFS<}s0T7l0yCZ#na#qP)h*HA&
zwZ$yWrnJpcV&Nt7Qi}_FTtTTQq-S~(&7Zedb2BQWBjlDf+<B<34vKs+0k2S~Re!PR
z*0|Sg<Hg2+lW4Ihes#Xr9cByoGBhFsuM#w!s)d#*rbiB?a!oJLI+-Sqxo(cF4dvOK
z3$vXP3wL&UwBpK)o<`7XbX?jjbwzKniXNuxV6yAiRcV}km8P;ThDq6*kj~+E3f|dc
zcRF@q@ZHb8gWQJu?iOkbKBH1s!9BOl$tGfWYEkq(6dj}mt(+UySR&gJDO(FeCFJ+Z
z01b}F6@J(E(o11rB|1;Ed1I`UeJQwP0#zZNtz^&_XU+aBG$i1awEfehV%b{7{7&zM
zcB6dW7a2u8Jqa{FYnD<l-Z$ton{JytOLEk^+RqgqE5wP#O{r=CTv9n)GYt<X11(4Y
zrSVaw0mfmld*p{&&{%M5J@&gXG7HK`x7ORw)IA&>-J<hL<~|=yAI7#x|ANQ>eCx4z
zPeT5hnajh<8yfDg#$XXs%6NGC@X^lb7T_Ul+uMbzNRf`Hub4M^g#>!%<_0n@oq1D}
zfBYdtuw+PV{QB^BrKjm_g=MKENQJX>b-rQxM%Opb8oHpx>+tcp?=fSB7k4Pqt2C4q
zJa&gSqg5Fbssx>H1UQn|qc>qO7R+XyS-g7vfR3AVRV|jwvXa*!BwLITh}X2$BH)j)
z7>g?|vKWhzLi`f{_2v~FI+L8UfyIRMeY#N0;|h_QVTCMHgI$PRc)yUS{=Ld!;SCc9
zo$9Q@58*A5g*)xH9~skD*cc34+T;xO?5_^QFcD~LG2yS=#6H9hXOg1t3oB}K%ymtY
zLS!T1v3O;(u$L{|OoyH<re)G`a(;Q#s66j(su9J6Mc>!Y>HoBhSfT0&Rdw*uJh5+u
zk~4Br>%()pD9-o^UxJZ0Odsg`=9xnaC1aSH7)tuYLpg+O(wJ&S1sx0fhKwD1M33mi
z&&GNj_p)m1>B4g52u$BF?T$HQ8OBZmWL<6YDm2R$Z^~eKS@n{=a*{igM#nbY{JG~$
zYYD>Mv_eDU1LpQIhjxlR4i5F3o8s=$3F)qdeFx9*^d2rB;<6{dVX9;3qhS|Z&oAB3
zwr`Yr%M!{#{Oh!dyT+#cEDh7D=4N00TfI9K;R_e^_zaJVuV4eMOh4#V*~+=4Dof;?
z^OC{-FoxQyIW2u+F1@-uW5fomu~6QQK?H}`NRokClJ||x#-IJ%p~KE-S1mtZ+zWl+
zg(UN!%(?4g#BIuDgibqzg#YU5UbN@ChNzXLn%Nf^5fn!@IX8(PI*3BeOtWu_C&~0*
zdBIeAwx5uIv7zd(JPmm0SVVtto4KSMzUn?SUJ6{gp&_IB<u0WbFN&CA)=$%TKGk=h
z%VPKR8oc0%d^X9|C9RJ+$%@q-t%T!Gc!udCXbH(mZw#A}<FCK9{$P1EcA${P;nJv?
zZS-~7pWB2YkY3y7#<0Ga2G#Hr&FCRM!<+*ko50#QT9Qi|Zj7MtheYVDP<J-1#0(!a
z$ZciEdU+=xj%1Ko7yD~P?HVW>EF^cR8I1Tj&5y2L$tbqB)kKyoeZGog+Dy)28{sfu
z%IP{M0)(rJ(+sJ!3)vC(OoM#VQ-k&eLI1b~0KpXmt+fhXc53H`lyJ9wB1kCIWH9-j
z|L3hzalIBiHwr`1|LB?ktiE!(ElX=v_MUs>bya}y?l)TY{!wkBl83s#Q|qUMrcY1u
ztjVP&-KIgbFz`HFAGGga&J7q)67H5dTod(7OZu14QWpUg@wP9T%fF2oc#9{>2<upF
zn6*GgYymokQM`GC+gEqhK2g08j=e7V_iOim!hXM-Bdqw+gnaO)n1Bdq(-?-OpLS5!
z+%9)O&bAuDnHpFge){ka4Kp(zO}3bIy)(Nx^bc_{L?WmO@bfKz4sN+Pnz=JC@EGyP
zxoSwVYyzN;=5McQ+3&QQby|OvyQbOw<r(~lgHt*MY_nXZGjE`{JRnctCbw@wTwcSg
zOsHae@-LJHT)Y6#2Us@Wd~EuQ?|MbkG-|WZ7J07|ozxCch?a!zpxMXJocjf29!Q+=
z-^s)|{13~~k>MA;5-f4lb+0D?4WA)EE`}ixvPD>z^*uBKx4KM;6i}BLqBEr?=<!!1
zp921TD-!Vj+!8#@f9>yWMMH>#{g|8nS-@ewb^Cm;Cm2x00YK>s2JH&VM%6;pG6yE2
z9i&!?dhCDrx%Xra+VISNG&X|<kvc$tFHhqUC2-blzX)~G90bZj8>|}WR73f>pjAJ*
z`|R5*d2!P?gFiOkP!B9+*fdM<&*jmmh{B5d6Gh;k(cD7Zrg7??ea932F6Mn2U{f*H
zM)M+Frg|_x-BZGx1}KG;Frb{=@T6=6!lM82T3%7I3cpF)EmkTGM>5+gqn`lu5Q8Kt
z8ch<7MU()k=+cu06&8J2B1*D3f1QdlSjt+=`$PJ_wk7U?A!zG|RU)3CylyiIsE=cP
zI?lYmHpDus;q<fjEn(%TF-GayDB#{9g^+cL=ZO*&5f<u58D6_`vnQuOb`AKbmaCo0
zZ5k$Okd#3eswIL=DKZKZ6nX?1RSZqrD}WaQ9fOFY3!*eeme1r2*{6W$mg=|ifRg48
zJbg+kW2R6~ct-u>zn3IL0*()am+29i9Q=PEIwWVe(Mp)?q}VlBVs?hONs%U7I=@Fu
z>IK)Y7%;LoNmEJ?sA=Zm4LX&!kxvaN<e<Yy_Cv4@DhXSFCq)6-x^fkGX>>jo$7h$`
zc#VbA3i5uxka+C)4kD|iR4p<F;i6PsS>_5n9=~K>0VO|2uSp>sezKb;<RWkPsqW7e
zE&%;+q^iz^=Wi+M5z<!ukv^0mwIW~j-~AOi5Rno*gzDcm=YInw2w=~|;smAdCI{4R
zwsCOm4}&zlx~Ra;F`B;!gx>;}{-k^6%R+aXZdg@z^Uq8QvA^n1^5<HXg-`RkHa*71
z?Ln?{o|YCjsBm8GFAp0jF=<Z?q$Kp@Sc6ZiEteMl>7J0NhZM>pf%1EQt<WL}W}hwB
z!biv`wafE725-ja>{n`L@DsEJF5I)Dt&DK7sY*Kovc`|<>oH~_I=P@HRgpo`%%j%m
z1~hC}nlL}`A21RP3|O+3Q;K?MqQHd6-OXY7VWE!zOskH{u{`ZAhIOHPh!hzueq8aM
zRO93wcDKAAy`zG={~5RMagS5(d-Z>>Nf@+Bf@s2jRk!O*mCuhz8fZyue*WJ1h9KOI
zE?0H5U|)c0fukIllpt-`Kgf`1x6XfbU~{Ur)7Y-Q=#?uKQk)_JhG9Cj<qn!E2bosX
zx&d~G!?aeDFwWij?+huLtrw6`;dNk^R#Ua|AU&7kCl{t&KM+8dG>ufdorG8yO>^Nt
z*5T<b@Bi@|NbJ#V#|(Gx)wvA+b&mnvB8{+)PTGJ5#K01+c>AwyUQ#u{t+muDWH)Kb
zCer3>EKKUpsF?f=^9ytbG{3uBOx3uIT4YB$n((|n3ds}NU5&jt2L$QUWyo#N5rNPH
zgH^dr!x^`Id)|w2viI)X+L`Uafl)<I*w)%`L?3UZA^arBR3Sx7AK`dDT=q5ij!z=~
z7S8tP*AA*l?Y#Rtm!pjB_S8K^6wG`51J0wfV?}?IxS@xc(q1H&Gluv>u4Y1a{t62m
z|A+KVRmu>rJ}uyRXpO(lgu}6T6O%NSf8IFi;lu;P^+a%i-6*U`?dp!&ydKkFUak6R
z2IGX7V$SO|5R|<7=I*uX{1TH-c1s=(t||>o?DS{0ADMLPiL-pVIr7zl7g$r4NO04I
zv9`NRNc#{?b7ZcqODA`zpfty$B=&g^+UcAE>OIBWjHQszlh~HHob0XKGX<YZhW{Wf
z{n4qZ5)yAazEywp*ZM6Sk$9T!G3ZgN{vcD=DSvJnPaG&ENUBZ7s$$0GJSmUzI`fsv
z>>e(`C<mFvu?r%0Uyn%whaUPeE-4PvfU5C>`26>sp$J*WK%DI^pf1E5czq?X1FB;s
zPm1|Ca?QSgy^oIw8BQ~9CkEQGn79oEYsn-U-^^ga;p8tf?O9rJyJ->p3-{sNvz!6u
z7UVkXun)l)>TJhhE(DehgD%Ve1W)86(3#QR7@7Nv(g&5AN?S2QOcbamw2WO`k+SWH
zPPQj6G@r=6BD-rSVKMMtQ7gk-F;LR_n>KPa&i%D!X^mogY7^kRL&o+$o<*X3K?%}9
z6yX4{;PEV2;5y7bW$S5J+AXCz{iNwf?2jS4sVa4=-x$6rO+%BqQaTXg$kAVtuQGc%
z-<U!8v2;MIb8w$$f*Gjnc$uZhgdQBTx8+NkT#b6z4|SVp4?;j%%ojZHviX*m>-`_0
zSE7^=&?aLuNJxK#8BK3K>Ro*mE>=MpBa((;iuGr?`>I&1#DUE)9KL~gxxn2JI!kK$
zG&hGpIL9}`3w1RKHtA7GU1ow3!q%(+;75d~e=hQRy|j8V$tlJ5q2E%dhdY|bV<nvJ
z=!7Q=A9x#oyliu`^E>i#CG{EmR^GuMy+f!K&#BlWNwxj$s&j8F))du7s>fW-puuse
zLqh7+UR`d!nwlTc5ds(c`7(Zx9*<J^H&m;xBlx?ng=E$c30|DptI%S8pgH3o;T-nE
zGv2EOp`@E@E>sr>Cnj+2&Zz!dPW^>&K*~a~7?=7ti-EK3NJfai5jd$~Ouv$ay-9(g
z_1&gs^*t%dr&~qb#+dU{0LnB2@q}!%ZcoWcxeB1eK-KJrfuI68QuwzAQWE*<63}!r
z66dVE?m<_6RGVW;Li4<zhMMnv;G-T|`x;bjCYQOgSKpG;8|~+s?f1I*gMn=$B@y0x
zA0;qGNr;);Yx@gBZ%JWznj*Rs3XwlLW78ht&JR#ADE)h+8_Hfq4Oxm&N5e19jw(Ys
zpI*qYo-eEH{DzfMnU?@5=J~!K&;Fyx`JwW#A(Gw%cuh+swuL6#Pt$K(LpHYMN!o)Y
zoF>v|AXeu9ioaD<w<}K!R3(9hh<nYJxoKvYO_6X0&BB~O5w;)w8s@f1@#!lkUc=U7
z@JB?S-z<oDC#~#h&B9HpIQMvLzOD>=tqv9-$d!Efu8n54Qq3gO;X`_FHvIrtCQ+a2
zI!L>puIBy{oAsG(n7vei00=pfbF2d*r-8gV$t0VnM3pjzJI7*<TK);?S<?KH8q0rC
zPA?sdZj=|zmEw<r1CHuBRk7ih7cX9rNBVEB70E<XA|ngxYSRcYsdFH<YUTgLdDa$1
zVa0*2EV9#Tzno+q1mr#S&CrjF2TFz=vCIt1`rZdaeA9GCD9uwqi+<U9;?Z6}5hhW9
zX1Mg|BGUaSld<UffpFRlz~aZ0c4RB{wCUG-$PMNl#P#0%Pa;sM085Mem81IQ&phxc
z8Nn9ayem-^>^CNnzy9%!o41&lI=BjB9~|H|Ez!q216N6XbzSQa^?WB+JGse1|C1S#
z^@z1_gyB$Z(fwCb;=n<cSKYMKaDQ=0>`jP)!MpN1xF39xs;Jw3nQ8Q<h<dti%LY>t
z9TabTeay+an3L;yxS@50JVg1QNC4vE3*bWt%KYU0S4~EUw5+<z#uGmYd^%2;wh^Xk
z-)!hNOBV6+;FHRl`i2yND*W)>#o{3ioh4m;V^bhbl+$lto^1uE*w%b!<H>NJM=Ko`
zJQ!5_)i4gQj#aI20Ve<#H(~ZN5t+e$D<8w*=?%dCRs9ASk*6n37HEVG7DZn=aNhoB
zhmupl$`~49EPr(~U-6pI3tz>N?>YENTZ|Oy5ewKG-d8OI4wc)T637PPNRzacGd{Iw
zEZAblnbjO3tM6jENS}kIW4+SJh8>9+2>?TWuH#R6h3Izm2O6`N&Cg@bFh^>j#(7B6
zujcDlk;^Sq_`6cG?$6)K8nf><tN`F^t>MA((`YOs%HyGWPyO3_zsY1KD}b~+PIo`p
z|C8{+H;VEItb)2~w?DsWdGX`M!Z(7?Z`LO&i}DxAV;|E(hP7mOM_`YD1<bTy33s)|
zWJd{gOlG3Tpz;tPrdxr&sq}1XImHf3bKQQ1dfMR*w{1LtdJ+ftP3Qm-T8C97xYmz>
z>|YM6D@&9Kem7n3xh|S}YDbdx_WC+Yv;aIkvK`?9`=e<3J2Dg-e+_%_ViF*_8z$Yj
z_C)1ClwZ2Nl&EY1UY~$g;w96tVpUx#pN;mYZSAkFH=D6)N?hwf#uLwzP<defOPvY9
zI=0nc*+lMm@Avt6>Tk-l*8ZxTX`sgX2nCNisy_fkNx*WMz-j!Y(yW_Qn5=EWbW)^M
zcsf*e;B}OO=I*~PcmjG*OPDCx3I2fmAKb574MXeV2O5r07m-H05CFE(B#AV|@k1>0
zYlIiuz|Qsj#W&h$5j>B>4H6}>lV|vAz||Ctca$|Gl{tsjdmr(BQpnk(P2~V#n8<%z
zC$jj*K+EgK@DGQJNQP9w7{C5nhDb|%m}vfPKTSG@XPw(zj>JDa9F=VGfa0G;PUQp!
zkei0etL(mSWD!EnKUD_h3xSh34qMW^cM)bUcnp}qB>Jgqw)(LEpbZqy1%SvenF4x)
zx(E=#1hm^=2@@Bd3z7WEaa@Jm*LEX7mVPs};<DFfK%#j?D-p~*8Ma5cOhXBeM)jy#
zq(44O^5mAyUF03M!^-3S9b-d~In~9$AT90R+^vp+Na}4d%KVJJU4RY7Hrub^2>PZI
zZ9=Drk}N7DOliNHa+7+-Z>4;4(_Fb<V}%Q`trLKD7xiw#JmgIy%)$nCk)Oi_DOw@M
z@JetkpN_A7r~_|kDusX{I{Eyu0Uo?vA$Qf`MaixUZnT@QZzJumk)jL{s@Oi4C#t`%
z>~J`^uLsS!k^kft@bk6ECLl09Re9Ai_2#JAEMLH`?0ZeoGcl8HfIUobn`-tzsPo;w
zkw-V_aYAeeL0^;GlI^(uHyI^zLxJ6ETxu0Gok38;3|m!G7UlhLPwM5u2%=Qx7;a_@
z!Z4@>)rrBK`pYG$y}-7iyTV4ar`tQ=X;fNk<J=7GnaV0izE4hXtDpS4u*}D(y)ho3
zA4Zn0{u)j+@v+Q$jC=pr1pmnKo7+n~Kjd<Bch=Y$2{R&Of_bMv*~Y7?j22pBaw2j6
zMjZ@M2~W4auXjmN;kg4R+Qwxgqzz{A9*J_?1LTE;l?V|XboneSkoH!3D&6E^BGIVu
zMQ<--5zhUs8F9$!cZ*WQy&&X6Fsssk9Ux4!P&)Z({DJBBQC}~92L^@~9;>{P%-1P3
zi%c^CUUUrY@0jEQDwqwoeHqnP(15v-jN!4NY3oHDaOxz>a(V1qINjDvGcPE`^KXV}
z6zY-yhXPjVUGG_clm`F@BVD1i3SZv2rV4urVDX#=>G(VE6;lXB9!K|pp6~83n=vIt
zYyShv=Jaq+yuIZ4j@3kHF})iAH&`83`XT&lgq2`NrK*}se?!@IG7oqr8#~SKec6Im
z6e|M}(pjKMlR$V{z(4JtjfS_-9$nd14-sX$h_=;B@p1O(EZL|)c7^XP2XdLTC4RUV
zw<-!WY6%*<3b?{Bd32pEBm{9Xvk^7iEpdDHsxH5VQF2AE3<Lef2#J!0^5m^#uy$}M
zpUrq|%f}D5es9~547ec&dTME}|Ggpkcl;rf#k+R29T6l74e6>YT0^-xBwfC*@=B2;
z>uwZfE(5rkC0JI}y86?AFV=Vk;9AlUKwA_9IPajEgpThHz`@3q6X0Tzg&fJ<XZ;Va
z=6nYmyw94+o`*tj#Y26a0TbH=(li&~^65%wuu1*B>2SXl8p;Qhsta(wxvv9np&-l@
zLInUUYW+j$A4szw%?nt|qze{{nP|$M53yK({>}ix6ZGA&J}L#wNVg?sfs?zZy6&Bk
z?c%rB4BV;q&1goTlH~i{Q^A$atV7M$uNRsGzFf1n9)P9_gvMnqmCaKf9zybWM_w^Y
zB(zKdYQGdkn8-Y^G7ig=bjCE*A~jPGwxz#m|78Z4pYRR6@c-1{Ca}tZ$UhR{knAiF
z@xHHr#$y$9J8FTufx)6oDt^Nzgmr1%NH1q4npqgJ+s^5F5&wOo`PNV)U^~U!+{Gi(
zgo5or5&$vexn!$CE>*AocXG>SoBIRG*ix5n*P*EL5w_fuafd-U-THyP(ARs&8fUg~
z!K^mW%^?}l`fql=6bGbg&A%`~DiaTF_H*v2rsMQL!c8R72c;aW-Zg*~igQ0@DMigE
zLY%BI{`Io66EeHz%R%y9>3d*Qyja|ItpEAk1ouNy69#9U;Z-BxL-~5Y1YAuenWvKg
zTXhxiQv@fwW%5GXk%@!~O=+2h1|y3<pk&5n6`fu}b1xlzo>wp&>ip??0s~xlSCDIX
zYZVId{}Dky5F>$F#%4heH5}_Do!^~-$1Ia7STop40o;6l9DVrG?b3HG9Vk{A^@rn~
zx_cDB{<bz(NG1jGSscj_$8=^e?bIXs7D!b7SF{}WfP;FgH%mI4fhi8_n*796K*$qr
z3-LJ^daBq2?4Bb?xLkIiTXfw9@d+hQ25aDivy#?Y<lQLmo4$_0Q0OwxV`R4cW8~#A
zL1KMcc<Y||4>qQb6BJKSy^uDUr&u^ro?91~dEu`PTG9C(`~VSV{sOY3-Qk<CzUTBM
zm`v<a0Xo8^`+ip}gl?J*@2~Pg+|KQ;4=HmTjZO~FK0EYPLR1L+j@Pz-n%E2sB>I9-
z_&ce#&H-ZhkdNEXbFj(DXy9nO7ay$i{FAAZLz=)@>8ZR*;kVPDZAt9~bmEH_x>uJM
zrt~9HBg(-AkC1H3C0nkh+-7VvgflMpbGw()^Ici?l0OZ0hc|U{Hd;4NK_<oFWzCj(
zZv6FH;1uTNBo@*EdvB)fw}s5MyG_uv*QcgywfjSIMNA3;HDcDl=2#sPm;Re%`~UHV
zGYKO_D1JfN2Zgp;=~=^3P|nCYkRC9?93Ab{ToW{qKS>|~=W&)+e@^??W}#q*5+NWM
z`<uU`376PoC<dcEcftRk8O(s)9EJy8-Md-`1cU*{y_BP0Z%c{5(hy3bN_KE|7!;FZ
z!>fKU0^cJo5SFnBareGqlks)I8qBbj5w1g11S0->*0Ub}L;S~LAbOMmE2S?5*AHYN
zwx5&owg7l=Fnv2%AK?VG?z66v!V(xUqV_w$H0jrK_<DO-h1Y%C(5kC_iQYs2nh{b*
z@uydaPxRDbGiOvvwYb`XGWX?{WYDdTQ89yBPz8_>#c>BNX~ouT+5rX5dIDL8ylRhw
z=T2$gN8Q2oF&PEzA)9p9I=Dxo<XW}AbDbtcPY>f~@)7+P`h7q`in#r>OFpV(85Jay
zQU~YHCf~TakA)luo*?tTRC-H;+B+Lij){461&o*luUCQn^KJs%bE8B?I`t(wxBx0{
zNJWj8H5XS!4X0~<o|czKno~REy;X%SE1%dwEPYA<KtV(pcT3-W4mo^r#&b(_T|Gph
z8*(HN;qLF-sMR06{P76fa%*TSCls<@{IivVWQc6D_LvJA4r9(BeN~$r01`4Yj(kC)
z3=CgZ7DBizQek$?JcCyO7+z~RpkW87JPgZTeN^^lDYKhtaKOmU1~14X=pQY9c`fD~
z>Q({$ryz<F%w32QVF~@D(yHJ;x&0Us9B4-p!i=mJ5%sJn5Z~vjSJF#E0x8q)<Lm@s
z-=TCJGbIYI8k__(oE;~z>U<E)_}~n-l;r~b)A{cT2>yFTTkLhR`y1}JK$4X-=|M>l
z>oa;rx4SjjQlMDOzHtRD{V-LuFk_qkmp3<`x>qItR(DVh>7fQCacSy!XW`cg<h4&;
zV(-EHjZ^&lQR{%ImSM6_bqyp+w0F+2&jDZ6l(r1IhWKz1gQ2%2JcZf{5MLrs1yDXr
zR$KbN<Vof&RLGZa1O`_?X_F2o)M7p{+yE_^{(Y?1SQtXy>hWKYpWsSmq9RWALJHgP
zw$IhYQ7|xX2LP?Ck969S?lBZc{>CuKpyuhL>oWAj=x}4qXhhGge5D<9=#s#y8fNp!
z^!HwnAZgAkrto#Q3d8DvzLY3UNkQWv*>%sgH3ZiPl+k$CU*o)`D2l(^-&k3I9YQn9
zlK%@GBxrHm!2&SQ9ryR2O|l?q*q^X1Ci2_QN>sO51z6=s0tO8SqAa@KV6i4a<2904
zg01<hQG(0FWRjn$qki{BoQOhaBA_ie)U5`4cY}imLW!P*<Q_lYz6D*=kms(@HFIwv
zffNziPV64y)|#8{!SX0WY)a@M1eT1zJ;Mg>?%c0n%#7bquFUHC;90=Ie_C@~dj{nJ
zs7iIA^{PBnKH4C56zg_J1HAw-Cr1WTC78Jj2CPKfNzx~GurE1yO^$~^V&bz(WLA40
z0Gg_CHY0n}VCnqpd^d=KD1<oaJfL`(4+jR@UwSWAZgIFe?7aUC1&V!OgdDmS%@p%f
zG0I|=g*-dSO_eF(Zf6^%%A-JG;BEVP`gRy%(1##n%7MPlKcXlPCSn`EJt9ZSk7Qof
zUb2{8fbFwPzL$e(97`n$88CTcVGoUq88wYBL1Yuea#Vj122K2<4->$XOLl%N1SOt5
zhNd&LP3}-=KvBdEXA?Ani_moIGNz0<;28kckV4pEits%Gru4;mFfrB@xvcN`>o%D0
z+A0PrNMM@lxEzwcDA$NB*fy4Q(7A*)1_=E(BUwDVp87$x)8hJ(dxA=P-5r3;SrkVe
z?*ybb2igSPV4zl6JV)Xg)dktpY-#rk%AEi(xid-n9hjfL^;XzSyyr-d0*mSGLcPl|
z01%j2PY$RSf_EwLd$RBKh}<Iwjq6(|HX}lmo<he*8imj^nPA`}C<55@!wq^<a>us1
zmR(yAfY>PH_I_|3i>k*KJy2k)3<IDMcd(@TUuHQo6q1&z0I*O{kP?0XwF&5s5%jq?
zj~QzGgz`~iaS_`xTEmd7gxdJNVB$s2X?~Wi;>^a#$qJFU#|Uu)*MkG4VGdi@oweW+
z!MZvqHxA*ghW~vQfH04fkdXIv;Q1n<x&tOKERwgw$!)UA0nv{AR-`>>FoIrU2{A$J
zq=!Mi?>@vZN}NEdPs7MV`v2&A{z0^UIvr(k<dHvZsbx;Vk&Jx-EdK4&qb&oK*laF^
zYpC}bW^vr6jr=;QEg_O`{2NRtKnNy$or0Lmk(_z9OL(EF${u!IGn(0t+4ltv1mhIJ
z1$cvYclrciB_c|Yg0~^t86Zw4?9r>bTGvj%>=Pz5@#d9%Jq0Tf2dylJNF(>ZQt2Fk
z5qb&%k|C0bCi#T<i^o(n*1-3Pj9d-Wyl)h-oAe;{yg}_%ART#FRo5yX=%8TFE<?*-
z$O!<aUcXP-_4IHozCSSL^ru^a#>b>7jx(~&S?m?-jAM;F3z%?|;Kj?lF$zM3e6w~-
zEZnPy`v+6c9K-^_>Oh`TU--D53W6b-69Pj=<Lh0&!4OLtLgd^&g0fCq&K?*gYe=Js
zT>MS97kVCT#zj3?0tMCL0g^KeP=^l7T}ehOX>Jv58-OkTPWmLd*g~ibN@{~-{-D{v
z3z=ff1S6JYK(a*Y5fq}obw{jjIx3sucimfLybI_(dysT=-rYksd4F$n3XBeYv<Gus
z0U(bo&8RqCV@OA+k4d%4dGkAc^2i|FYEC1Z>pu~6S`L67S5Vw*!DG>zS?2&cfjCnI
zr#iUv51L*-h)y9a=KHd=v=A*$37Aup!uevMF~Ag(ZGRgtzwV|)5vRYjMUa@pyQ#f@
zRI)<ZJOw2E=RGa&Ip4}(C!!%m!|!kC=fKbl8btYN&GdaVE~-C7XH2z!AOKoky6GoJ
zOCw{U61<SW-2L?F3ZPk_yK@Nxk4i8lWVWQ{NHb{gs!o%FkZ!XMwQ3<qL`%M(SpbtJ
zA&sB;62UgKFoc7%g!@YYM}3mzJ25ck$dfKBZJ-AYH)a;Xz?_R=&sX5d73)o!1JT9@
z22G;Hgsj2Xl*?2>#qWq`dffyDloZQqfpFand<3`cb3&IW(wL$|4@Y~eomTLU-VI%6
z@9z*K-&M#&g3uL!V50s&r6wqQlOpV9YdFb>ba{+{=2%rWI6MBtHxIZ(GTG1`r3nqO
ztrj+%J}0|!1faFF4U|9`6c<9KPKEamAkcw`C}cDRO6g%8Iha@D#o0@Jr`8gJOPic2
zCG_rkr^S&%+(1iVSGAmM)rEvznN-zvzF{s-24=k)p*CX~McN#ahUFk4rGM!0e`aGl
zVi4{igA5EfYwztZC>q-!=RvAB0l^ZFp(|Y9AWj|zqE^F!htLf;3>MY2YMd=07j^#J
z2{=l0$Sn;BsbpRefM@d;FD#^?)M60@wSjh#Up46(PuKE{z;7O&FA9!>DY!SUdz-w#
zpils4YU1l6HGY$a$9E8?%}Z*|z_<v$d&U$nFf^}-9aY<dLAYR$Ib;*Bx0W0NcI|mt
z+`j`nmI$D_X;7>nVSw9~zCGNRnpKe0;^$oMb!<gS&+c||VndT;yz0Fwx@@!ayZ$JY
zcSmeBLwj!|QGVA9hA^Io&+V7F*GNOfuL)!w^PV9H0^VKj2a_X)8XY1A6F^`$%)<e|
zGq4ySXsvASVVag;Y|g5}|4b7TTwk?qu=;`NP!iX9KoepU>ASxbH4nG@m;=RY?+2)<
zWU-|H02Qk7)@X*vPru1Wo!l~3{F?$d^^9Uk1fjb}4H^tm{IyFkubH@A0nRqqVWDja
zc^eQcfTjfPP&2T$H&c3U7)5@EuFI<>JN;+L*R5nZLos;%1$6Z%_6QNN^32mqox?`K
zXB!!tK_=40`RV-S_-&PRJ3H6<e{5xgX$aE}+cXYf6eAF9nAiqzOwOguoSO-Nk>B+O
zHJj_#J%DJLi;}@~=rde{Tta&usYZZI;IxF!l;Ay|0G5#cb^c;%>|>B+9qIg#QR2w}
zV6NibfBZ0i$?Qie3Ez~n8td--*YF#|l+ZLM#L0B&71h>}i@4hhrpI?&ySbi78qPHb
z&Vdih+gY2S@4;-{aI(xWnFa>04@EA);A=CW^vUg4;=z>M9QF-Wle;+|nXX}j3$28C
zg~8S72;cA&7)-_U0q)d5K-1^j3J+*p=MHgj7DL!FzkWm7OmftG%@Ud-;$T@BN#6QZ
zRLH}2Qq;3jgV%USA?(T)JfKQ)eQ3k5_m7f{MFXJug5uA6z2K=F+n}47nY_IFz8}g7
z<KRgxfOHVBqMHWf#2~^(@%2L@Bxvy@iWjQAz+`Fwa0|5Oi&lW%8JhSsN_$+DXUvur
zUOk{|F4_INyJC_>AZiuA+=*@hT`VQI0vX$R1{W+;v%kqSe4u8Iz<OO|p__)|FND`b
z-#c0D1iIFJjYDXZ^o52an_AB^#vCA`Woo0|y__s*r?g7L?>A1%FaV(9hKcJe<sL9=
z-GW-}my^dr6u)D%4CZdTz=Gdtp1x9LWp3SPoq3~8L&wH+{Se@$TFn7y^Qe$q=<XUd
z!<?c|03#I$#?*w*&sW5;fwie<VY=+vIX4&zu$Yk1z{B6afcel6OiuyHE`O2u>Sa^a
z9nBV?2&fe;+^m%vF9D%Wf_Dsjw9ib2Re5v~h|u|`oMX^j0^|Slv=xZ~yrzyqx2<XT
zS0PT4EIl9?DVD|D4pCFRmJJUi{kS&4^drrl#?DdWl_)t-HV#Tnejo002GG2iJ=B(j
z!j&ZhfukRc_G=R|zKELyrem;WJdbgT{aWy%xI}kD9eJKHUAM$ejDFH>pl2fkXW%;+
zf<%-E5pZ(r!&UbRuD5`umkI{WJllhTZNl3d0`_?t1=hMtd4)ABU@*Pren(asR7@qD
z=%J_71VTfbbK+Mg(Jo;o`NGpVzd03us8AR-jn`l2Z)X4RF^s`?&Sz2PAmOOaejclU
z3#r|BvdU`*V0&~R*u1{|vShyajbyBom0-`kZcV3a%8d%?1Pyw=Oav(}OT-=VhPEKR
znHxQNLJxnQtV#V2KRE6vfC?>uiPs*~7Sb_pW4h>z_MuDI(z<*72pRtaI=^y?O|B9%
zvxr&%U-DNd%d4SP{a4|!R!7pD0*`0tXw%cGc3jdv+2`5Z7Wv$;A_rUvNc$p;-EI3`
zyAjwbOp2V@sgGiY38v_8TPng0O;i^bp5N}Qv>xmCQ1e);XZ03Jo975zlIkIn2Rx<K
zdao4|g_gLeBIMlmKL}m*a!tN@KR(9ek#fwDlkFf`VFxy!%i5s*&R3#fP@$(cZ*OYd
zEHg(qJ4M}qM%=8>9RKrxlS()b4Sp5T+2OC0kq20L)d1oQ$vBi@gDWEI=Mi<vt!HkQ
zTc5tqV=%Sa88-A*Klibn$D@(Bu~VM<{P#5j37%6)1>&UxK0Eas-=F%vPsmySmb@Fd
z*6HQ)ydu5psoSa0SPi%EuY>0$LIgx#z!))`Fuu8}ng?L&f&f7K_<pEN_jhuCjRyG-
z4;z#&q^6|PG}rF=0PS)v)#*pckzG-4Df2<Y$i&#-`r3w9hMC}NZus=TgS~zi5569_
z=?Yi3m-x!~yVaWXPK^$p^>;JKUgK(wSPfA<M_X3Qp3?(fdtM}4H_Ibe-B5Z~6yOQl
zCzq6}KQEeB)HDFH_D@Cw(}&DZQ|j*^3A(VkhwG?%PT$LdKserppmHEl`F*9(gngg|
z>OAxM2wat#&#0_>V$5>If!ZbUtYKwO@m_Rv=r~N@8Q!;_&}}_!pfO<iw(Z_>u0huK
zvpVZF&h?YW6$(8oUhW?mhhvp}BM3T6yTq-Z%U|3Gi?vDwPYq&I_U$#z)mq-ur8{^y
zwZU_iuQ)r-HJvEa#;_-1>5(iljF|qWhrb(oy3|-W0lZMr2^H0hNapP(V3tcf1uhzE
zepO85J5;J;ftdg;g;xqXoz%k);yA_QEu<V76CJ>umu#rB##Nq<3Z8GYR_!dBT)<h+
zq1eNiQ6RoI^ftd`FHz|2phSIa0e|U%WzFTjSA$0^T>mLyp12mHp3Iw`;gr=S-l2@u
znz+69KKqI3Kb93f3VTx&(aH_L(|yM*i)aU2KCTROes(c)9nUC;t!;Qw>bwk@U_n>^
z{LAS*z2L_Qd<jBj4enOrAkoDs`<a)FR9~hkFcL4r*-Vp91*cxWkF~ra%*T*U-}4ez
z%~f;rTsx@B)i>~@(3f9xL7ni(x1{X+__E*ft;l-GjPphMj~3dQvK|xop=i?ze9c<)
z;52>JT5LvS*r=hA$i2g>$1^#tT{JE-KP4?8{qQKni+KxMY^Eo8FJIA*|46px<tw+s
z0%k?uq8Rf#tMD<)hM9raXFwEX2}Q7B2b}U#=qVk|-bYjBM_%-C2Bx4{2i!Iwo|YdE
zz0ItnqA6t8s~Oats|W7(FSMI$A{k1SkDjFfLs)c#u|Ls0Qa6#B#0SYfmaIJ8ovAXu
zTwVOXM8C=oa4vuCcyAi1?B^McjVdO4k<D}QR$gqzxx%QXw~XJ~v%@22G8<KaWB#=V
zWx~xd2tXF{MqA!=HBWJ@J1Vw41BsTLxa9>lr`UAAe>9j~JYV6X4C+}i!8wYBApXkO
z{aKSw;NeSfWI?GKsF`&8s1ExShHyoDi6XVu@xaBL`G5(NI}qvW|Iu{TVNrcw7pFs7
z=`Ilj>Fx%lL%NZY7DgDlL0SRnZlxQfW9aVg8oEp1z2o=yJ`aDQ%-nnKx%;fO_Gjys
zi-}x$)Wi$MgU+XuhX!YgSqH}13sp0atX-M4LMK!e0kdp<g;9Qm>{$3pFlmY`{rx1U
za5veQ#VIELVAxeu-`Mg%qo7!9uo3&+*JGHmtJ;d>etqZm+wHAIidAaie)H%>yknT;
zcPkquf45KNfs<D}SLLHBvpq&{h!k2f7~b)m(54~9rj+SivF>`e_Xr&u(q8$tdbL_S
z4I6zPsOLMu?si=%1YkXPRHv<}QOy_+p6uWif%E)%u-C!EP3sfJv}ZZrRdUPu0JABq
za|dW-!gLLr;rpmzj7MRN^y>%kiv7}7;uU1FE!o{eK7O$uFDvb+c^Qw=?Zx(i8*|52
z(KMrN?NogWtTK7wE^yvAs44J*c-zPRW9$8EKlweZ7%%q=n&WX9>jIHX<;kd{3@d?$
zA(ZE5_f2!&BOs7K{q<mG7@&QD4jwk)JC1%Ru%ZLmp5P-P<|**qT`U!cnRNTFP8r~>
zZXmt(oH;5P4F<w56)1?SiRySo^ay}}>YZFF*P?voF{x3m0sgs#!QDEoE%JflLtrp~
zJ9`Ze6>_Y(h8(%3>oTesCad(ZYKE$#dY~q`KK2Wj^N9@46k@4`^1gPV&__yPhHq5?
z7vyD9WZcBxIG+nEypXw;pfF}UZSLpYD=h3U3=TMS^+?_|jCYa1mQVuZ2O!S9qT7co
ztiHnK-g|lzm7@N%`J}wDdM6sQ?`3aj^zx~?#+)ExWxY>h<)|8*0rX?Vz6MI0pnnnw
z>;xD|!X<l@tt$?DN$MEGB=1BM`?^AoAV>#*FVph^4(AAGfZ9+Ci@<r6d_u%JvBC2T
z!7^f*z@o~yxqI4>7#NIz1wWh-yx>l0*050XR+3aw(yuL8(b%KbGO*DW|MGcW?%@G)
zjm`K)#{J(Yz7>94U9n7RQ6R+S1S1c?fFv@(O_yi$tAJG#r=7HU`+`>W7zsCz=$)RX
zx(F2XS@b|(v~}{TXf`>+V|jlv&nV`cLq!DEETNj@H=DhJ4ms$Pym|xrtf#}K6{@aM
za4=*?`TN9`La!lS50+ckM&PdTEF@Bye7-QdlME0&`NLi28A@F4)-q|`8gg^USx~(B
z9&Z{J_x}|KcR~{8$GZ0Y-0rL<X>6491b^*>$u5y?YD$;yu~b}ic|WW<L+Y+btG79n
z(t{DEkgWqaht?h_KXZC8a50jB0=B-DC;$bF)Bqg%J=6RCx^@8(NBwFi10bu4;^F9Y
z8h<yx(xZ9r<p-<C;>F-a;hOQff`!$IUII+S3_NbV0>n<ZQ3OY?JUj#p0RxV$YB)v5
z)M1>+&Hi;k4GE-yZ*WwL7=$c+)7dchUihL4*d6@#{V;yGrYEyy67C3>Q=Zv`4@8KA
zUovWi795PYX4p^o3&!7bz1!dbirEtoEy%tVn{)q>i49>|7H-zP+1JBLP36&d`=s1P
zB3*cfYhJu?%x)9ZYD2Uk4EjxoB=Cq@t;zEaIP4K4Sr<z6ZR#({2#>}Q9t5ooo`YU?
zzvWvj*qwY@{-LDH$`=vkJU#nN3@C+Qet^mc0~?S;1ES;AYWDTN8uJ;}WIUEG9;{@(
z4m;=pCH}kN9lZV9r1z;ClS#)>a4YQ@_VlMVZ!J9z|JAL2ui68`cEj~I3S@jU-j9kt
zl!(OLvdg={ogPKx3p-W}9ZdgDB$W>LpQ!Sn5vQZRDws_-O7wts8ffM1&?R`pKhzX>
z#D|CjWduB)6M`=Dk}Cz20<Jj_&PLBQ%Xz4$8D>NR#2DSn=ECMSAcfiZGV4`jo0P}E
zGc_4_mVQD!9eX8viY&G`u9}c;WiHJKB3LD=5~m5%SsL-y(rFiU`4;Cpgd}1;P`}w(
z(PebGT4&MWjhd|}SxYI(J<FbJrsJg^I|u<STAe`EOUj^}MqCHHvkI8QqG9TV5>iUJ
zNiQnqCSN`s764HhtwXUVeK{Gm?iG6*D#$b*-01rDp#Jl{@16nRkDyb#Mw0Qd{!?ND
zZUHSoKSun+a05j!%c-?$Hcb`qIx&q?;;jT!az3p6J}wmrq!)N=E0XRCv)NObMxj3n
zgle3`&L#T2cR@CpqTXMwigxk#FFSO@nsxxgbqa{QPn?7MPot4D3JfhccIdAPfq$60
ze;+4IC<Q#E#z?q1cu6g}7&j%m$tU0M_B|6eCzH9C`wqa4Xv&3K;Af4{iTkE63o)=_
zdrHyIsyV`KKK`WGE)=7nddADuY)fdsyeaBOv#;%$NP(5t@N6EhE%nrK%gxFRe8|W&
zX+RP0Wlb6IOu-{eGta4wuk&KxI8p*z2T2$=`@}=6_zA&V9?`Ov^#u(_ojhl?)<TRW
z$rNCTs%jxwmjLJ?D;7~8;P<oOT@noL08k2DQIWd|G9tWi-P_-d`@ti!IMmHs(ompc
zk>)|<Q9t%DMfnFq)sCq|S<!X!RaHEI{f9AX9@ufR8E08PdR6aDNoNh9k3ERkze_8V
zYT1-ruwa{!oyu;=Vep{%@c6!421u%j`-Ny9zaa{JFLI&<-N$CP3#2}bDqrDO_+WT2
zLzp+D(M8k!ueT_x3GLKqLu)E;#kp(J)hZ9DR=1QXE2HoI9r>Vm&sua>eSG96953=;
zWl^pI-c{%OH|h9Kz<D&WHG2joE&2aNdaGZtiD(7HK-YoI6%DYts$BuG(ti(Y>JnPG
zafV|dn(~OaKt?p3D)zjb-3XL&(-MBl7_1xX`rg2sx8Kvu^;6b5>=0HZkBWM}vhPpi
z>jtmLb_i?u*odW(>I4uP!^lVu)LRAYY%5i%{k3^&P5|ZbU@8|41T)JMNFo%WN>DYZ
zs#z1|b|4Ud8azJ#B@X<hC`Gv0fO)}qkEsLI6MQKvi68=~DpVOd=GsmBAzKh_Odfio
zxkR=i5#Ai(YQu~k#1GYU<i0}rsGg($UjDQ+`a#Ny26iZqlJL8E)w;PK`CblJr9~sm
z4gbthY@qv3nCGjk<*7yG_jlOz32I#n+9!a&i2>ua0pKe;{=KZg8KWX5*aKfg;eSqa
z==3KT?gkd&0b;8n099<BRx<tOQx6YT%g2`SIkNBXixsz2+P=C4&%nYF{$5D9m)2gF
z(Rg_)rU7@b#)@I5dT!Ufv5M`V`XN9JNVf^_%2Elquo7NGDZnZ4OE=ny3<#e%e-pBT
z4tZTMQrWutsQo8<6bZo_5U4v&&;-PfgsiLsR;eQ;RKA<ET&h^^+f?>tm^PsAOqD+w
zZFQCu4)tzEphD+s9;Rw|ns#|=0w&e}3lWdaAz2%5dv}NOQ)eFAb$XqA>U?;iwX{+^
ziABE@2Nz)EaySO=M1O<SOwOVCO^}1{nxbU$oA^gOMz#*@iz8S|B@Ev}=_I^`yVtDV
z{%MiS&jtzdBM?XLEg}zt)^t>H9FQC>Vn+xAaZA!7jAwTWX~#BwgvV0j76evc9icN>
zC148=Zp(@o*^2%$^4QO>g{nz^Bqg}3*vJjPpQHmZf|x{Z{)qs9MGykFDj4QAl?kkZ
zj58#b#TM-RCwleFfo;<+BQD>z^(NI!k1daJ_x(-ei|9?PpNP4y1;J2*^E^_r2GjDm
zYu0~y_}D3ubv0<vS+D?ilHz0Y(TqsVClU11qxb1LrAPIyQ$SACz7w#w$jh3~2SVDY
z1z}Z5?MrLHj_4KA25Z2T+-0GiG6g(f!9W~UO4mGn``QGVE7hWz2i0A`Sy3HEax(r4
z*o}H#+X>nwQYgiLSPLe5l!cByIRj-7HVkDjjW|7&Cpv=V&#fQB3baUljS7~nqs;G$
zFesfy1t0y>U`S)&a$;w*T`lR&IFxdUv5Z`svVbp4F6z~=ZBhL3;UJI*zQMzFlvPKn
z3DqCSO>MD^+XT^@rAN#7vryZP8tB6m8bDUZfe+DdAGQ=#L2&(Ix+H>7#$7D79N|}g
zL%Z{_%Si@M(e?SS=ghlc-o*8i%P6$5UGNpKVj=Wn`~k~=n_i;k{P*_El2RBDvo2DH
zlFz?)$?X8*9WhX^phoCS{4eLK$p`PTWr}s(iNO{G2%{^sqL=8GimO26vJ<d=C}pF`
zZ9vj4uD{pa;L4bbg(j~UMQ*K2wl^WjDlCM>3O1VmBf%6YBT)JNt<>GHI2eOvGBDnf
zw#h~kn*wDSV@^irGv3-`;7HCX9c{owdswZ(!A$AV!<3;%VM|lrhvR4Bw{QO4W+0+X
z<L58CKo;W`nXN2)nESNt-P3Y<>t_GD4#(UyG%?#M)4T3-DY~u8Q7!DfP>RkSX%Z?P
zy1D|i9`VE8hKgzY9PBuQ0;DE)ez2ffDUmhcAAL6bZ2zCMrJ9c9{=N5eq{k)<E)c)s
zu7feQ*8ud-hXC1@RcOp-!c*eQR3q>dP$AzJ>E=v!QOzcVB~9hSb~}LSTsD#_VfCLE
zr^<|=6Q~wC(Ge&ZKf(^cXzQFU|KGjUrT73?y)RFpokGY4VXiN~*t#x#X|z=<nQ#`+
zdnfWYb?|B${GTJG$qV1=iFb0!AdX5(MQZ~9guj{rDBuw=-r7TASnBB)>@=JcBH#PT
z%ua#bG>s9NkMl5bI!^o%{p;<!)`#OiUB1r`#<m7q*%86rq7R3!ZpD`XFL&xswXh=s
zU~s^G`zKt>vUBDg;57#U7{DPYk+g^bJr&S2yMEe*Q{NZim5&PPZ3K*gf2ZeN1vw&8
zY~W^_um4wi0hgKyX=xB0#F#FY0mLKPliV9}U`|sfo*X$IKtE{z<(znUf|<s=tB9&@
z5Z=Ti=pgmY{cHAaYluGMHtU2Su!+Nd#%})^^E0QeHD}rJ6(MhcoN2e<#m1K(jur)j
z@4T*l8)E_N+S({@W~qcPe+1vgpv8;$U%fiCHfVmjKj;E-u4W=Mw|fG>)^6vgB>FT}
zp>xgW_u?N;n?TO*%z_fohJf7C+$j*jMuMbwe0czxX))epxSQ>*w)ys?y=p;gq0CqA
zc}YP;Dh*X*f&Q<{S2{}+&7?T0b{?P`TBl3()dMZH&@|xr5(T8k0hWb>O`WLP7~N`1
z-B7g=^xv)}yG|HKthJT$R(1xuxqLGO<Icc^hW%ujqOsEld2W~%p*6$Wb(dO`_lFcb
zxhZ}Om>SFjPRFQ$ow?}^fal6H^|LMqF3a?Xtm^=ZvVOozd<C3`o|D9k48D!YdjMg}
zMZc8k!<-Vm6NLZBm6~t;fwovZ#AN_>i01%6Su22uk4x&^{HPDF7qCXKfp`-0AB|j&
zGg$w?Ge9sXt;P^RD3*%>;vOz%{;&Q1<tKnW1^{xCwgMX?<!`adV+L{{tF#W#d+M5M
zvSW;AA14<xuydy#8ph1*1ePo|&*L(#BiCmEr>*JOXz@RT3bs$d!9y;$)8Pg^s6HS#
zI=W8XO%;k-tj;Ofc;5g-E*4ypLY2)mt#+(@+HmnZTt>r++?x%6abo)ly7vtX>q-am
z($kP}rpybb7Wzx4_U?r)zP7vJoS&G&pPajP;4gN}2!l$1eD=+P+$o?OQ~KNu8s8TT
z^FB_O`w$Sz(Nb6^6(HniHv#bKI<y-eowQF<fbxon*k=B|i})250npww;`DU48wzk;
zPi8jxSDkT@9e}P17vp+Ia*YF9;|IOg>9?OL&C`~=E{3l=12H5KW<xltDoo6%*8oeY
zK4+x3pmT!k0Pr-p+*)r|eSLMRK7G3y8yNX*Bc@cDb|Ar4b$ztB=u*Hmpz6@O6-*H!
zWT4{2=5{#8;ROJPYM!}Tj#35L>u^Ev+qs2eAV$1dg9Jh+g@C<1c&f*+yx`6VwpQyC
zoYpief!P9`BH)mM^B#(65PETT8%XsxYp!_Lut1QT?PpbTv7jc%dVVPq#DaDrjb;Ma
zOZmE$bRK6ugM3u0K1vijBk5!SzwE_t&jRIiQrJ#^z#gtYy51F<x;R+CYVJ+drU%tC
zsD_o0IBYGKKhR6O^wR*(hWC@KH`m~CxhQn?P&7j6qEx|9<&%7@Bfw(o(K5CrIk^T{
z5Psm;EV>0CTQY9l>C)<$Q~P2T?v>J&QP*4s;9wOuE&vBGZ5X`NPD=pGDcqu7q4jJ(
zt;6@bXTmkn(g~dd45nJaoAkwfW%f;j*QlS@1@t26s<vExAs>36GhLMlY`J{~W|M>m
zqiP1Gna&WB>*eLSGA3uK5mhx9MDwsw<6Rnv5_n>;l-J&HcM@TZzofnc9K<x~O8RfD
zPjR=|@!gPzoJGyf&Rg{qgD?HB-%HzZ_{0*jeD%uiFD2^rlFtCR%Jk9SRh_&EyE|6m
zM!k<+>I@I_^<0;Cs@SnfQ@wV$GC3Fk__zGi{cIb<Dgc{_yXA=MHmZ2<rKY&CR`TBN
z^20_%-tgwV^k5u4_RQxSQ?KHhqqg&ea{BSA0*SFl;GwHGS8cUBJrD&V3iM4Y)mN+l
z3i9wX0Uw3&O5EJ3>5w^{$4j!Gar~4P=YYi~_ANj)8r+kvgM}O&CHDR=|N9(wv)w-E
z-OhAHDuXWhvfgXwif#HPMa3M|X?hFB-9T9){C=vZ(@^?W>cy)ls!b&=x1JFiEh=e@
zOM2`d=>`Cg<2sGm%7-T*%E}a<8aM{dcRvXUzcG^w2}qUsJ}|SH{M2&d&Gt=;0(tfd
zd0I0Daz<3jy7~7&&q~vS0($jkRvT2bx}A`|^PBBrn7OxFlS1$BuWk;rA3zd$3_3b@
z#ty@dhC7b=Ddbuwz=Ga@gH#&FNXt<9%0lukMXD&I>8INiKpkYLoXj+=+H2zeRyG(1
zR2Fq=tft;mZM95{H@1h77AL|rJW~v(1{;6q^-SrTxp*zD!>!yjnrFL5lHXtACP>Gq
zU9)!bQQKopQ#RB$P=TXiX|sNdM8lum%F*vHufHDx2gXJ>*IP~fz8lOw7%cXW&L2&I
zpY`N}+%^+=TSBXM%928?tG{8oYa9S!=J~9aTN&1(l5qaGScE(YYk3<;ZqJuN{sS;f
znZLFAma50Jyc)QZhHCOsPO;8`_9tG$k^w7^4Sn5BKp;SG1#~_v?PW%W{`FZdG=@6~
zla!m0FD_<$ZnJx5l5vgZ`nn1nCP%q5oSFzwReE=NDceQ=tV{yUaJK2*>eto;-&3iE
zk4wox_FltBMc=rbg)2S*&C2X*qN~rs*OH1GxA6@8+|Fubho@mZONsljjz%6}fvvkD
z$s~0~Me6IS>KL`|Cm7G&D!kKn_W1|wu_QIxJC&3R`i!x{*z>##^Iumcb4?SrDe>+<
zU;(#Sw%+By&`R?&pitVoeoP!Q*^&Si#TEVKHug?-G-^yQhK{9_qfzj+U6ne%9&d5|
zvh`h#!ByO*r2UV(tG#_EasVt%H?I@Q`e#$~iy<t;t+&hv^y`t&0wEB3=cVi=S1BuK
z?o+7}N$xDR&@Rk?t(|A7XGM6Eo}Ws~eO>*ha@97+4ebwaSTIu1fHnLiei7MK(s)zf
zh*0!N?MOY{>IbWI(9d_Fay%jbc8GzqrHfjH1apDG7DcZJ>EC~Xp5Z!qj$)!-XZ4uo
zmxyFdEMg5llK%FhRkc83eaEjla^iC%<gysF&&qHSsitjD6YlEIaYGy%UwH>$kJ?II
z!W)JoXK>en;8?XqElGv27Sh3CdE;nbZwv>+5)Ucsrqi=TU%dnVfnDT_pD`3dKl3Cc
z5B;lWd^RK0`R}&kq)PT&E`FOfLvF>nF1#S{5o}QK^KQdIm&{%`0rQt#Bl~2p=V`Bt
zfurW!SW@?BCVYl=P-Hr*B)*TGaK>E3l))>)m7J%aYYw5ikXZl;=BLk$(q2~A{zz0R
zd{mS3+SO#p&+Zlmo(9bS)1^bN(d(s7#e$blp~<vFX(cf({k>%`p<{E^(@WFpyY8wK
zQ2MuG!)}hdsoD-!zXWS`m;(+NLy*HnrtGc#tY1@_y@^cWGZ^K`kujbF&PhYBg;<vW
zEP4p8Oyt#)?Y4taKj;Xka~zI8<bE_fMmRlc0qpzj0y4qLxluZ*h`Gsy464Ox(Bc9m
z^B*7c>d%Kaq^+oEJ{iqjUjeFqME0)&Dvv!H7tqitEf7m+o4NZM)bo#bYFxVd;L|cm
z#Jk#jdH$u}YB7Hx-ylH?JEOQ}pA+-N)ypzx@F?}_nEx*M5p+CIyWOJjUvUyINnM`P
zeXGRH4xx0WxwdAp5F_}5y(uP>m`T(0gfZ@|*8s4E5ZJgVVd;^%wQb>{+z9c^bcNm+
zDo1k@r8NF=qic6uD$tZ#<MuvgU>2viM-5~3{F`)F^{lg`_9VRSxy>;M<^zPU6_0nx
zNlO3c$(!pJ*j_`N4R1I3PvIW{<fK_Ckun6s#EAQ@KGA39Tg#55t0`g8ZLUy@pQ;p{
z?cugHRZpZ85{{!^RLlDCr~sSWIK9}|=|JcOV1=uYQT;05++y}ry7>ILJ3^$*j;JT-
z1ybGKK(EebsK_-ouT}-M({iqUSo>{2<RGEvd@yhaR!C=af0w}s-^96lGu+g)oM9px
z?`9eG?zWL+7j^%35D9M{S5iUp!ha^UTBpZ{cpf8)Vq161GG+k4lW#BPk6tVj-TvKO
zp<@r}g>{HDSP@HwRshhnkO<Z$M&NifQbxj-7y16>yM4RH=k~5-d@^&ICTgDblp~YD
zxsQht56I4$iBvN*PHZxKbnwwjwt&QK9d;~bPZCudpLzs_NGH1SVpCHchXvf;?A%G^
z0kC9eR<r|`kzoFX=!09SKmv2)bE@nPFQ6CTx_PS^=r7o4e?Ebk!xy`_!2_y?VzQek
zn?`415rpkDdIc#(;ip{<0hLx+%fBOMe?G0^|3Ntnb>^948x<ZPC@n_p4Hxm30@_gy
z<nx;OHf544Np43k4lPO)+v-Vkw*I2R;xF?p<fSi3H*hVgRWjn16e<&QqBL#*{y391
z@84?;-_uM>7Jsj7Cg`}?vk*j-MYFzCW%<X+Qf`m`bm0>=-ZJ;Rd&k|(JCM=6ZmeS}
zq)ZC$z@3POeS~I|6oRK58d4-hV*B&q$Jwj9XRfcvS9qr0&^Xt|gFo1%`{^ZRpuPK*
z`e0}|cf`Vutwt!}pPxNXgQpwbJgd*YRVnl)d8~n7fwhB0>E+5sRk>+Hp4SbVXb@I2
zn`h65J3Qk%pV3NG4D|=x%u`&l9cRp*doHiH?i|k_Wi}aCTSZs+o)rXdPBGW?xFAlI
z&m16GrBUiu-&^JU^#t#;l3l}?lL)iyxd+Y@2AG*rTFtN;Hg2C2)g_lMx%Q_==2OO-
z$Z?`lar<UD=of@l)O@7YS$D1BB#tf!j}IVj%*@vjdrE^cT##C0nD|zcMKgJkA-?oe
z-4j{^f2S@D@;155?az)c7gwKVAfGK+L>FFJo3DF1drNvZ&km&tOhSHLoEVi+tyYb{
z`eE3cGE!OK$?fe^Tm0sQVa!!&{p5BwB8~r<{2lKo(O!F}Z`iJf(yrdC-`2_YN3_Cj
z%3_bMo<A?V75~saE0iHWdoREf?|$D!dQP|k^D$pP_qny^k6b+C9?V{@zSRmbJ9^X8
zid=Q1Zggxm$~sf5<QaETEszgHW-IF8GE~MlSfv$=ZN+TmQEFaYh)DmzdPe*w_!oT_
z_p&j99XIK}Axe~UwJlh#&Ae_MN?~%f%i`jLyFI(cC0mN)$8`?Sk6>h-`*PDZDhM>(
zOTYB|JlEh;LPo|kY_EWCY)3S%K2+zNnAG6X?e+y<_6Kkxyfd{E2Bg&a-s{lSdq(!x
z4S|tVT#cZr<T;Z}r*z_zBY-ojw1Lqrcr2J3_M=;3Zg?2cVSXbbHUYI>^Gs@JB=rmt
zMwCZd9ZAF4?s}vFOV(gl+HXVw#jO3soiZg~LVi4rz5|5b?4d?MamF-FdWS2TbO(ww
zaNJu(a)v6la+bfm6x1C<nwicQCDLQ}aGPU2=-krZSUswvwo}*P>-jfJ!7QeV{soA)
z0O5eWm2w>jUnx7;bT-fV#a4)3m~;z6oH~iT>@?ZGI_(HwAeT)8`j5k6PfQa1i;l0$
zCL=BQVs&3qIYu<H9|EerIDYZk6>m(k%-nAm-N112&|;+`<FZek3l!ul*I~FG8;sKB
zv72N66TMX4@IYtabGQA~{+6mI@eGE}e!k7N9o+1-dnrb0PdS_7Tzb3ebbJ;l{0+hK
zCGrWqkM*KpTJ9<iNMzTHyj1n9xBQz*+)iquk+P^ynw|g&1`S1yPD;0I>2vQ2*iT;_
z-?6P<K%Njcky<`Jk{<c}TWAw?lDNd{J9va25}XRENa!!#`sT>L#6+W&z{QQFu3*V}
zDXoQ@K#uI(dS5$Jd2$G>;+qVY6Ld$B(X@=oxTe+p{a<Cj${ap@Ovr|kaal-UW||=0
zG(0WHlG(@4i}Q!%<rt=_afxQCGAIwPz;jIP-&iv@OU>9*Ut&L_yYZk&ugW~nG3Aug
zAQh6h3SEVjHL?kx!N8kawly^OU&;3P2IMl89yT7f`SnTF?MrU0r`={F>#;)X;lhSr
z#9Z+O`XFWkt(0w*1r#(IsaHKMeNsxrxE7=<B3|Los&BwWOaWYycGZOMOfPxoOajAN
zNMbgtLkCqhdiqs_z>KEgl>Se2>)F6ukB@%`vl%xMWxzhIg&=q9YB$}hcZuG{ml86<
zH6udAu9Poi`<yKmFJ|Xv;@MX%O-7@|o^I<_>SrB!)r}S-%cn`Ic^?Qbi0RtsdOgBq
z?#;N0EG)CESscatJ{CcR9A;3*Es41}vFQ$zE*1a_qCt&*RN>B%3!EJBy>Z>phvJ;#
zfa?41-yo~9x`oebAq+#T+0EaB`3seW7^La!SJL)3=2p{MHfl?5j;Am^w^(Q70pA9w
z0gVaIObkAwTqn(9Dku-!EQ9W4xO{rH3EV|(<x)ADDp^Sd2?va2b6?NmUY`TXW*@PF
zn({5qrUOI=1l5_Ay#W0le3Q}=vwnW$1&)1J%*Cld@#~i@SBdqrXqmKJr@Jq}Zi{5H
zSX+q{yNe#up&GP6+0iLkAFv#5#c?p2LdD<SJ}Z8(2i8FHQ=Xz0(}aRrtEIO#^L>Gr
zH|m*~{dWtly;UKlz1CY%X-RQ3G=EYw#g-6?0Inf?l$nz)6d|Y$7uc*tcW6n-_Ck7a
zh>oRG^-~2`Or$$jgn|^>f=MqeL{;$C-<dWo@1W8d8-W|8Xv(iQEBs+@h*>!~oPDeE
zClW&8D?|d~s7aWCdh)%D=~FhAIc10xniQ>MGx+bV#dvIQH3y1WP!RiVY-nun8iwf&
zjO3{o0#S;iAQ}KP-6v~u^D}e45%z}ngBvJ9DA)l1!iHPbpWwEkldbVe^AF}4yCS=j
z)45xa{}{UIe3Z);-eSsq0oaEkknxQ+ueuN4+xf^L_jicRoaeQ#0895SjBc04{Y<f~
zO!?30wVV(Lfh&@~1Ph)c49WK5@<Jmd57Pn6+UaU2xjw){Og@~;ZLai!7uuue-rcU!
zPgHdcpEv9kIlDO246$kDMa3`?0+&42DAnlg3i6*f|6QwL86EstAbP40RpVvL8_1lY
zRfs9GN^CzMT*;Y=o|+Bkr|Ozj0Xpw!Bs+w*BK8W|3lW!c{KY}wVE+_5$F$+OMn)2J
z_0`~8pC0w;Yp8wpAZ<;JX(R)0Zo`zx?&_uWh1v_9%jM~H`>ySG;2t<-tTl^_(WnC0
z+%LZCh_4<Ap`EF*eCkko91C%~>O0byTrm{enRd{5UE+11dB4=bz^AV5>@J&n&@GYs
z*B_xX;6#~K&Vg#nRqc$>8E@3U5vlz`J>AL0wno9?aw`ii0%)2j`)*{=><kIt3`zCO
z9btqKS_s!xV7$}V=7ZuaHuHV-cdV4CxOale<i1&lZX1gQZ8vAS8P78biOzZ1X$}>e
zPokDCffSqaBhI0QBONAEMqGgu5L(PN;)XPL<G#(}jxy})NIZ8-Xe?x5D>5~E{dyPl
zAmbMK9wgt&O1e4BNvhNs!nr2>Lb(iwrrd!dVxg#><2X*8OH^&w8#C0g(87f3F73X`
zl%-t30#q7EaF3c1ij9IuwRMjJL3SwW-A}r(+YgYf453S%z7sw7hQnbQu*IjJx4E`=
z{#?x&zps)Kg?#Q&+~l3OX_)W$;TQkdAO4?X*c#~?g>cR!p(n=lNI`zM)&cEPwsUyA
zVNvW6fzms7ucS^zfaz2mL*$@0EO4d-gMCPsCXnC6TEjuZ#BoV3$uk)*Y2GR(<4JLm
zaH-(*jQKO{^;{t+so~E>>ULMyGvr|j%s%7(YRB|D(|Z+WHitoGjRj`aIM2Qmxz~da
zVyXzin+-Hk;_oyUOb%7S1oc0nd832f6+72(ACfs=a+c_l{LPSIT1P;CmT-UH$@lVY
zlvRPn*})L?OS`d`UBM|d9CLOZdIyxab$<Ih44Ax~qAxq)X}4ZmP;Uh?9Rz@9ZZ`w4
z-jY4sQE2e*RGS^zI{Blezfel%d|e<TMkyH<i@%1JoXuZgDILwUewk8>A-Oq6%^T7b
zNi>ghm8%?-76j00n~5dAt1`-Ljn;RVj<0tLJL2%dMP^H*ecW9C>@G@!qE5?#C5<NA
zH)zI%zTxX*Cu_5$B2|#&FSK(e!e0w}bnaV1Qy1*E+>6Wo-wV5P-SasWX`u9SKSHcE
zOy28|&*0HdVVX)!I0fF-eb7k|JZWFdGFL>l4!nHhMf9i~lvPXOMDd$pJsqvO%LOGE
zE&szDSy(JDZnhT90*EAvfGS^DX4Q~lh1X!^M=zX@6~Ko>33{LXY&E<jI29pW6XvU~
zeQODO`RJf`eAu%|{H^mQ(WxN_%|#&VqmTNf(L#^ZevD4;?`TC{14_ZPulk|B1nUzY
zj0kW_A6O$=w}JdW&tt1P<wCfDaGx-KTI{S)j}+K3Hk2aL_i|F)gul6Nq+y&&mDjTL
z;oZG=O8&}j;Vyx9Z_w~>Qk-#0bT@}_vkjf`6FKV-Tnl{e5xbsx+D6wGztw+^u6a`1
zmBf)?ZkAn$4D`=YFZTuRa;;eHBfnW8GN*5=W4(?ne7Eu5U~{<_m|i2@>K8JZsR3zf
z?!U_x@b~zb<JFZZxO!pT#}gIsTBvlYvM7qM*1};mQe_HE)wRC(etM&<jpzx}syQ=S
z$tDi8fY>BGvi&Cs7(Ztw5Zj@1jPQtRn=5&F6PeiD@?-Xwoz~66+Dccx<*HUXr~6|6
z0qn_97YII|J^Iu9_;EiqBtovuQ0}?g%}n{2qMX!2>5}dA-FIAE1j#HCgy%|5daDlk
z;Rv>}lLS8D*M(Qhtd%?7>F?sBh~sor%HFoJ+b-kfrh(RR!*qLphv^hi$TS3_r$O0Y
z7zS~q;?2(KV9qz2ZIBvk7@n?Tnw@JX&$LUyC%jz|K<*;L%y1vtaV9ROMd1y=gW%x@
zq7i{<;%-htMEI`n1c*b`KWl|tF8vif*!8~ovx>EoPi)7a-#wBUCzc2*U>8?&fQtVG
zp$LQeP?<*XzmY|q;pgUqDIifDO5d|9_MSxD-wMi7-b$c7m#R`O3LYWANAjFn|E?j5
z%)tDtwli;6ck7PwJz7EyJaq8Z(tK)bL2&DY$=GrL?#{W5NRoBysQ+RT-&91UL<B7#
z<Dw3>@OLs7p}sREc?Kn>eOak>mKk|bi&IR2=0AJmMf*D|P%c_A0J2An?UxE=S(2zN
zimgn;>qw)~Hw9weIJVlZ;l%XGsGniu;R1q3kEYC<j$2Do-|L5DCcm*USp5MqZSf`|
zaA&zIN@QNWJ~-t)(U$AfUwhMs%xJ=KyBUjM{7VWb&r;7+pv%~l&}K+;4cV6jaFwiR
zKgTX#>3Lkv%>*m3s1>y|vCB0)O2R_x790*v%P*6==F2y-L8}(y^-Itjo(Z?u6S<H;
z88!oRn%F=Y<ZmCQmE(!>S#1rgOr7wQqS~F@?I~IzaRZPNP+L#2g1%Vc9<2Pz-m^*@
zyw_*yPzb-55woH{uUZX^_vy04mD%;<UcE~%<PV*Y%Og7&T4%)6jZeNjw>~_z)$gDz
z6ovHlG4S^Q5&o8rSv7}{?O24rH>2_oGMCKF+Ly0~t!uVYyae=$&DF?;SIePdC#%KB
z57r5e504@}?jg;H>vn31;n0N_S~8>kWSRV-jv#vTN3GVF9M0+C-}iOU_-r(ljOAY?
zoIhHb?R`N9%O|@W`vE-o&Ka(BR)q(4crP}PkkSri{?$%zkqS8HoU4K#F&Jss@7eV~
zsrGdmL4H*ca|~!<q!Oz#{KUfu;q(l1!Hc|*<!T!#xRV<d5dOikm1)%*pKMNifxB=X
zgqI)2UQ%IQ9=wmn^1>k-vGDC1BU)l7mS%0BM#jp4ho`|PcR`{PPL)qa|LMVVCVZ1p
zd({<ANp%5y*vk!5a`Cxt{R|IX_kjjKQ2L_DVOQ3`AG5CNjEAf~NwtNctOVZ>oQ(6k
zqbK8fL+WmG@@_bPjtR*~h%PH8oZ2sHVy>>NNcMupEKE^4nwt+*>{e0^8igWQjamJf
zT2KR`UWS+w;mA{k<Ws#Z5%yQuxmA<$1Af$@X9VWd{0kl_{=p}M)-@{<^A~?aRwXl$
zFoyAgmPQpB3zIj4gExI}B!w?5>2MI%HT_LVI;Fk>fD-s8Z5i_(xxoR=#QNI6`coFm
z@f_7^9+4atII+<3`qU=>&}fEdBp|`P_05OWiltEN_M35B!O=!GT|)l^=f|V^1qZp#
zwqFC^DSvNd3se2NV4d`=S_PJ)-U+qwh|ygP-dY%4G+G_DTYTmPO32q4L@UvIS$!fF
z+3(iV=w;~^`w-9C0o#Lf9;hC#B}IQd|4Yo&D+y8MHt4V4A&ie;25g7A8PE02#n)^P
zkIpE+!&Uv2k#h~3)?N2!x#%h)^*S=nP$3GChRFA^OvJkq!xbzZPrxF?B)O#Er>{*7
zVV>O@<d_iLInloHUA`HAyUOYz+C&}3D07M0l|SD3i(tMa;l#Y*YNyF^m2fvQq-3J3
zHR2qb)0Dn0wx>g~O;&_S_RlyiLlCY6dP}rC8X7!}YOr{A2li_*2xXEGVgVwKF#8DP
zSCbkWWtV#(`w60irQW=rP37C6aB&@{a}q-z);q>ecphGs8Ka*RM%RVo@q#YfBYXf;
zGMX!=FI3nLsd{MQfaT|xIiM}-$wmD*aV&uNfOq~=oNN+&M!M1HYxe?&${s?s^_W?-
z59Yp<h~%riz--QHx>NSE&3%s5a(xuB)k#|NM;*~C7m=Q@!)g*(G%$GNFOSSKIHuV)
z{*v8XQaM{w795iu53j-XMaF#Eq-0)1PvCft&z6Wd^315F_9W-!kJ#U$e=rbT7eXR3
zRBj0|CvlIWbQ5Ky!#?T@mF}t1japd}*1l1$LjFp&yW@6l&*v-rxcVXeU?XY8m;ZtI
z=&s-z2>kNv$Lm%r(=j2gcwNd|a=44Qlmqqx#|ZA#L*c&siiAg|&!U{fs8AKi%}jng
zXMW_Uj0>^PwycpMgsaCoI;T28mHUWQrSMp871|tQ)v!4TqoF;};`D4j^6%!YKIojO
z4X8<%p4NRoCrta2#MCi_+R44>!LL>+(~!#fg<JzOHT_^Vk_Sh|h!o3F9mg9Cv{WKl
z&ItG;n(8N0Y)!ooJF}grF%)*q<J3*RUfXuaUycs)y}N+sSqRr8xF!24|6ZMyUzK>e
zd%UDFM}pY=e39k*D_nFU+T()N=}VAU#V7a|wrN7LIo1wxjgWIny7k)9)7mPI1NqjT
z?`tz9IJ86LrhWFMyZkfPR^wW#70=sjzGo#gHiqE&D8qeDf|1@eCKhz@KCw&m;x01}
zY@9mKPVN~dVu~Yii#HS8R!@Ax3fPT#j?UA;>brp5auuW7M7<zS*Tks8<oD|cX??%g
zw!yvw-O!l3#tdw^va?-x!3n{i)4z3nm``#ES`9CkfVndatl&Uaw9qh4T4`pFEKX7;
zt!VK4qe$DoHQ#k2mR18@Bz;e!m+%pKZP-=3No|10_L`IQ)jMGF)Krm5w-aAV_ZKwj
zzmj4sFA;!!R+H8wvigUetd=E;|4=9XCpij`CS;@UQF3Qme5rG2=CiG4KM_JL4-YB$
zFzLoqI1$-BeJF|KLa{g_*^IH8Cu_qu;);Uk3O2KD6BsWPqGLCMBAJYSo!s*w8oXvh
zX?7+|xLrqLoLpM_lB0g!@ht6c44a=l*BU2b9IxZ7y9lUKLf10<aVQd$tkg2fGNo!+
zea~sGm^?huKXg&(EW}mv$uexf4n@xrF)GP1`^GGTDUob98INlv^CBG@-!ZDBF(4<<
z(SahipIv-yk4rdOOOh!So$SxFle!k~4{3Ju`hOOHGZ&}D7lW}y6xn1fzm5H;j7g7s
zZ|jTr@q*u;S_Va_!WY+3#2J8bnT%e0Cd^g9J(5e|l+ktp@&6QxJSEUe45FLenClhR
zS76(zonZAcb>WiaKDG)^XfSCUuCUumIGV#89on$z-AzUP1ld?su93Jv8SdL%mS|-!
zFC|(p<WXN>2UY7vMhO%CD0n_aF0dctm=>^Pi3Hc}7;Or2l|h6xCb-YN3LStaP@YPz
z(Vp;^7_Cp>T{EO3fI<Va+jH)oN-BDWNot%AqSR1GVo!EsKK_*~&9WdY47~FRH`504
z9U=f)fqz5*nOEAs(O~En)^Kpw8Z9hH8Xcnkkvz_b$gEKi`96J*d2e*chOSx_k{pae
z8u!I@Bik};RP^kd3T7kEV+<CQ3!`_ckB{wOuGQM@RI;#gBUiX>?~iS8eeHn0U7cNb
zduMbnRNp#h2tO*BX=cNhYovGc6v_$xNcmZrv(lk3)5pUyq<<)0mSQ`5$C@xR)C&ZR
z(X%|YTlgiQq=am5=)*Z3{5)(;gj32K7Zo2`Hv!Z@Y$kj3IHeb`;$QIpkItP^jzG+C
zh`eK?0j}{Y%N8OAUlI*Y3Z159^~~nY&>sqJQuOlDu32cL?txc?%!vii(;H>aXfGBi
z@*Q;zSy^V)IbAf&nf1oZu0N@ZJk%^RXr+^B)VIH!j&0JoQ*Nk|;hdH0>nGl>*P=MB
zkcN43(oNrci7hh7dY?r6w;M|cKO01o>2IK?3+r})eWuHZz?m4B@ZD=EUTb7e7uhKH
zR4Hie?sUfwjPpnEvd?(rm&&Cb1G3CP;;EVQK}C*?dBsi|i}%lwbq40L6FMV++)}I-
z*#u(woEw$8^)=<}ThmG4VqIswOON&6+Idj&yWE$HDBiyg(A@b<OijZ!`6N<<2B3PV
z%!yX^?;wziVH=JO2S}+brN!Ex+S*7maO-5ao!0IHBNQ?G{O_HN&3t`N<M4oLftU@$
zZ~Xmy=%pd(Qb`7MI4kV3HaG;&82x7~o0D?)4=J<YcDzQ8j~UA#yB28HCD;$QD5_n}
zy@~Jjg>;xK70L(Ri?>{(6+@QbPdm#~mkSOe@VPO;kzoOd5F|nSHz;_7RDw^nPTxsT
z_%A9VcFmBgD+o#MU_(tf1-&rJljiN}F(KBr-7=9tsycN@xNw8V!1my_TjCo=2T;{^
zZE%^aIiyMQ?~-GD+wMtzE2A5us;JANXk=METm_r7c_t>w7>F8aN?g=n>{G4l7UijT
z+sc2MRl?2@e+`TT)!{}vB~MKtJm?i+Uog211j@Fv*yrOc?h6U@o9bBBsE7PrJ)KxP
zfPiNoPqxnajw|3bg!R~eJQ`k^Ys1?d6O?nr>8D6AK+dI-isHbCY6sD5?zWt<U|n1E
za2pTXM!}ARZw>^e8PIIVHTIdqCBMOB7M0(ARQn3G&ETyRt$Q*c$Ngfs{MElI(JdW2
zgx#xAo!>Yl=XuREV{$x8{Ep)-ovQg*Z7m5|h|vNDBHM^WyR2F!Y2#2APaVn0n;{G#
z(j*pXE3cAaq)3QHnOqobesM<ftTA1TD2fG-B<AYt-FeIqOjDkGpkfTBLwQf7dd7lb
zoHT#9QG7nM$nNd6E;_1fk?`?D41xFN$5mp!PBp);VV#E<#<!AQL^VYBnLtR6vz2Nf
zYP@T3?vNs>*W)m^0o&p=iXLXqU#sfmX_2EOQyNxIjMT-wdgr`$YU~;F_h?%?9Yk#$
z_uTi-g4n3$x;wwD%>Q2cB>4n*yK!b`iYq$>h=G0IlXW@07Yc#|#AtcDm7do%HTTT?
z>K}R~=40MRiFrtpSFQ3K6Bi4{mlHK$(7)ousU-=jY|AM<1W40rA(y=4=#($Sr0<Y2
z^M}t2?gj8=!JmUOx5}@cfr9iSC&}n%V0&0}0PpBrjQxTM)!N?1ABAh?h4$Pi!==6j
zPuTYTVtnLSisH$ZmgRM&`#o$BQ{@JA6_~L&?7mp+uuVPV!DInJN<OZd=`P!cXiI5X
z{Eh4+yYq8q_vSLE#Wb+kR65q5Ms-fR=lE%&*e5~~xE8zLTod;E#Sl=eU8o`MOQ~nV
zn~so9;v=UF@oNZ4{26)l2jR?0R%|!odv<EGwIW)K2$4^AFg9(^GjBEb^_^E-saZ@V
za^Z^bM^jyHhVx39YM<}B4IR;EoFRgrC|3j^ssF?`pUkuPLFAe{*Ak<Ty>E>)H0ztZ
za-iN@CyOsuM~n}i#~s)66!a~~V^~p0B6%bHBfn}DmVMM&&)P+KT_Jnj$sTi-auOJI
z<L3bPn7ljAmdB~bT%}uml3RqsIN*}@Yof~W_b<$~j|F1IKRymzst@0nX<aIP1RZUg
zUq0{g6FUlAU&;Y)utSKEV@ZF`b9XBv=nK^W=l&f~8n{v*$SFyEk5rqX?c}O>N(9UI
zR@jw{cIkaC;Kx=R<qeiEeYl)_-z{dzB_XPX5qYa3->(%mD~`s&PA@G>!D4?(Ix*(C
z{|rq2WDhCfD8M&|zJkU&QN-w?v36eLz4YIoi$%BezYypRI&4rjSgtA@-AeiU+;p>l
z3676&>s$aS@5~bpF>d*$7C>${J$x-yqcE)bTC%X-OxY9NHH~2pi{lQ#&3$1)^L<~W
z8s=oo&|U9^LukVH`UCr>Wo~+{R~!RTjrwjAKQH*xWY-;MJ`rXiW{`an&<C>Fc@{)t
zliv~z5t2XP`}t7gCK>#a6NAzMF_{=T6FI{%<edKGS~H-cV<_pJ4g}9SP@o)&KQ7cd
zeXwYwUQ@m65*i&me|~KGeoE;6!k&myagNo!jfwB?jA24_UWO6gy&P2Twql(2Vg<V(
z>qQVV=eEth`Gxn5&iUB)zEAlCLlo9m-q@kO+myNoj!z<aMAP1hKEv{@<>T(CMk5aL
zHaI)t1Ykx5+6r!jbtLpbdu6s|)ovOKYH9xLMLSDnlPH!?N?c#Mc|P+kId!es{>5yR
z_bnjJJzJS{{$v=Y_eglKQV(qw^u~RxBe5{^l<)Nf$TB(<;A9TY8!Id}^?^9w5T?V;
zh11A#bpPnX{d<2)i?s%U?+^}tbH15$Hd5c|o|T-G?kd9mHc$o2TgPgjGdij}`9ry(
zv6lxbB52wR3R5M~=|u|v&R}J4nZNLvdoPeE)Kx%CT1B)CM=QtM-?F{pjvI#hPz^)1
zK+Vv_jV7%@_LsW(%BvqgCi)1;_Ib|0*URfUd-J>M?I=<VbqKRYb@BgB?MpL6H1$Rw
zXZly9;!``hDxmziL@9}pT{29?dKD$c?m2@%w^IY2mZsqlF@DGmg_9)4>=$0napv*n
zl*|UB$mCx;q1f!V)Ud%MW@2U}RkRA7i;vod1hcuHyzwsfqM~1v+@Y#KzXI{#(2WHP
z;?ton&NU>dHv4Kl#1Fl15vA&9m9}5OiexnZV;ML(5sU=lS(e^)WOKny#MF7JS+K+O
znN!K<4<hWm>O?cRT}&u+x!?)Zh#9<D6^IEN@X@oX(SU~@lp7HlmG0ei%!(A$PEF&N
z{p!i_duR?~$?&J>SFebL90Bl-GfR{MsoaA@K5#JN)IqA)tI^#u7%$z{YJ`1y9;6V*
z3WbQU(CA=8G{S|qI$`B|Ac!Ko{^r}c6i4UmFC?Mr-GYBcOVR+zRA%&ze)(%1gHsbz
zoPbheA`xXfig1(ldO>}(Wkc9ucT5)P^oJC&TxHk|d38`SvY)DhsZwshc;`vY*|%KJ
z-@rH{p4*~e>hJ*#%QEwZz!*Ko<e$Q|a`l%UDKNzm*c!MHq|f|(^=_~Gq>`rx?X=0?
zt!MK`TsFm_eV0~UQIp$3*4N-CJx$t16su)Vajw293JhjC*_q9+Lif**@|&k66y;k2
z+OnOs6h=RaBNGCb$`;S0D(syYKA&rf-H=zE1;YmM{7;^5g7EGw!EDD19(l;QqJ6KS
zTpF6NTPhwP?uq%e9}BUXybOrwSrbbZhjZYRE9sZN^$=XpQ}7?2VJ#-O=4h$EKA<y+
zKt<Ij7Q!A7DGBL8j|mYxB|?X%p+;&VfbT4sTR?GMi+P3ig1^(KL&5Gb#kxC3tSfe!
zxf)KdBL$az*1$z+EB{nYl7#D)x&)OAB`xM_^{ff=)pR3lX#kf~6v=5x3O?w33CvhM
z;rvCS*uj<<*}bTgitz69L&lP!8?7`AzaKnAh&SE`*OY6$xDP*4P4{K{Oyf6VkoG%G
zQkt=4H0tWblu8aWBpM9og%#k+1eU&^Sw`002X6nKAd=1ma-jjaF1oM1trrmTX?z1s
z8b@p|{BFoTL^ImnmYg&eA-%<w7K$e315k}_%m_3sf$t|6A^w2%_3nH@vI~9_j|`DP
z&>*N0;C%d9-w!kC)p9$k`^$CNMh;I5k9gyw`8jb`PY(9y2#|>PHs}1+qoU?5^3V=T
zRzr75st1Le2@XOrN%7*uwsT8x-ZSD#V&6r=@8$+g<Nv#uLG32gevvU|gJ4FZ-BYyA
z%`P_Q)An&h$`5naw@~U=2RN`PjS=qOb8w|mOzpxaa6;8*;%Q2DfLS?Y34wzw)rtxS
zo;aMXzaC6zVFR#miuoUhvTk^!;Kr$dFB3v7p4l;hYZp}4twtoZ3`-IcmtvvP-Lfn5
z@XxZ37=pJGHY1y8_@HNE00YXK8UaBK{y!U*93h==Zkv)AO}jJeC7T>df+Diz5hbQV
zkXc99cnif@5_K9~1Yrd5-C=rqJsx$*>u{O)Z^t~LPT0ocY9S`dMQ??7RarVQ^bC<&
z>hXSQdr11Vi>>Dp^RMS(I#Ele`RfnJb%1~xH=_574z}UoBD8#i8zDO#ow^{mAc|(=
z-x)vYl3LHSBTlJd{czzn+~mfH+3^#rG3a^7p;rI}lSuc|_lnC21%O<5;-PKQ)eu_E
z6fW~m;s3YFPQ{R%T6>6t%Wl>~siK+iT%3N;AP{%+QyGN^Vvca``OL4?x4c|9_vLZ$
zJ^^C;unr}Kc0VTF9ME6aVB9?yB-vFHZKORQT0WO_JXB+a--!7WHYUPdFpwTU+D<XB
zK*|cYX-pD>U|AXb-^yl}MO*XYuo#FB=_MbKzDc2*q6>P3(#ela>ONSxo|T>4-sNip
zK;aeBI!0K&^5Qo!lB1)CR5_=W+Uj-7ah!hp-xU?YZNCl4?rRxYz91J3uSTf>!g{h9
z-~30wjOMvUSQyh3eJX}8EZLgA;33nIh0F0;LM0rA^ntK;?wJEXLcwY6aD$DgyaCOP
z7prMR|F;QYA|MPYT8S8ZBIHezLl+tj$vy@;cpTdORtUSuL-;QnT04YL=LLwQ7_i0p
zR=r#zL&o3~h5l{lxJ_Lq+LsKc)_K*vPQ4KE1PSKA*UdaxKs${~SUsJhA9hT%FTh`7
zZYn+h?>m?Tp_#<fEpbQ|I5JkK+I?@TMh+2(53?hVI88Ixx2x=t)j=>cLWM_BZ;lhD
z+NR*hg$vLws76s2eGx<O-}52viDwdd0W{oTo(UJ0TT1oI@GGEor3t+ieD0nPzM7Rb
zkAUI0h_<O#5*^EGx^2+An7M(0B`A^~t9Mw)&T*baER4C<dan(k`~SN?JP5$NH_7;q
zvD!)NC;LEPkaAAlD0Cc)au=I<&wMgU{&S8QlGEWl(EQU0aKp5{0=@u8JYr3xrdbp1
zYgtwNE*9b`vt~M(yS@-@)E6Jn3gF_XHNSCTt5dNL1C2u#F{-Vwi*2%oN6n4c$^ZC^
zIa_|&C7S&w?mF3??ebV)Z<^<*4WX+WFI{HGx-j>4E@rDLgB0<_TDFWAzD2I2o9phw
z$70|b5_=*gsbN0{#dPwe$5g3^R%g;c=uTD1v6sP}BBQ9z!!wn>E_7`0=4$b&WmA`5
z*9Mf;El&h0%N}wfSV{SE2J*<ln}JF1{AIdAM>Ui8uRj3a<loB(69e8IKe}E87_IIO
za9TH61S|*cAUd%}u-L;Am2OYE5;0<vazgz4*6F*mA{2vnM|QQ-TF&5D=CX#I`~%l2
z;Q#TC5kDb0{AGkb)QbuMJIbL9xJwBR112n%id+&lS>S78Jf^^0iLlf|cSZu>f;i!t
zd?k<+=;RO2)%>>gfuR|iMyO-rPZN!E%n?cx`lOD~L^u7w^g;UewJ?4UXEAfid+!h-
z({@#Q!RN~<FeB4Z$i;t~laC}^D1o+hzA*mNzA*O@Gl@pt2oM)|zdbjh@-ElMP-il+
zZu2N?Dj`3^15NYzLxYB;L8qGyS4Pz+gkzOksP)NnEcxH6_K|=yd}GQu&)x?PH;sO_
zBi?gj{IaVEjdoFmGIq8KeQ)s5#FkFCeGQAf@^6IEk!IHk-Ow-V0tF7GR8|}2*Wq@n
z(&nkfanzYS%oGz#%1$I??g3e1Lc}Al50r@XmelgP%a~vaBH#jW<F?!Q%cL1nyOlR`
zgCx@D2XJXv_Ey;&8g>n!JiSjP)gywWJ+oXMaPTPLQ?*Qv*xg)4n#sCgb&gT7$F>VK
zOQNuUkCu59TsEU&N5Z)hCgW4);}kq>ppC<+s+)lmW%#TBI7kK`-CqmO<ZIxlU)E#e
z#I%NXdsRs3g<*z7>L<)phak19C@)BPYk&JJG<6(ya6$7Qp%u?mt|5aMUY<pk6K}@d
zL!MnPoEG9S-{AZoQ&$}qRo8Bb5e6isr9mYnC8R^bqERFV5fDK_TDp-&K|s1gx}{4%
zx&#F2?(Ueo5BT1D|NDNgd^2<Q+53t0ti9H$gZ-){6TS*RC{hdf=7rBVVka)XYMEoL
z<yGj~gvpp+XS2(|1_Z_Ww_3X(TO7~7bN!ghV)92rwMIW^yTUv|d7B>`c-%t2LrY~M
zd2D1M*#`EaJfXy~9sR@&+n3B$#jUE|r)nn6w?D|>VUj=lYk(JO*6sO(aO6^+0C8v}
zWYBP8^sRVnX4-)?nNM{xX0us1-mf^+N^!&Xj)nXPwnw9sd)>W-<ov%M>S8h+o7+V8
zx&|Zs2E;#kH)t?S_h`2J);S6v4UyEO(G2|U44NYiHy-`#zjT)7jJeYK?B*pKdpTp4
z+SOzu1jV#^ZW;1n=jXp<v@ZOi%<=r;2-B_Oc&w)@A!K6wuc@|#<WyRf=KG^eRXi9+
zCRj>V`u{)-J$-OtbV5fXQUNS!|04;E>Y1eOXQIR*D|F)Zz3x~Uopc>ocNx*CjB`#T
z36U=D^Jg}b3?NmXqN4_xa3p0)Il3ky^WQX9bKDg<ARJIlmF*Yv73vOp8b0V+LDyg}
zLD}1Ti+MKHnKPU4_D_cMA`&sy-hOk(Jyt&gatbtW%O|2eD{{N%ya$i`LNjLK9ff3l
zd1zK?mbcX$n0X@~NhM7YH0%&J>zr=PN4BnT6Sp}s(nix6RPBW9+&>fit@b|1^kGk~
z7|WNlJi}};sU&g221{RdkMnSI8OI>4(PaVApE2Bu<WtK6I!iAjG926Qe}25neAtUj
z|EkGq22jTtpuW11_$2!t*j7Qrs1)n60f^rR%oO^=%s9J~wVNx^v~&v;LcF`XUi7rY
z;l&G>vbS;6Ye}ey&={rZI7>5|KC-4|dRA>Q&S!GZv0!0`)+A5XE{gmVoH=veVxZ?@
zhEMN*-t9fFV_Vnx(O&WONZ!zW?Y!7Oaq%Q;PpOWNq82kfJv$-Q2W5&W#3Fm3^T@AL
zTKU}qiB=EqMCBH80WP3vq1n5_1S3yu($h(}KYnEK@Ofa6i(pYoVXI}Ez~gV5nU3?l
zz=}zlKmS1F;ljS^Q&k;ri8F$RhaP{PdXwGjwrFRl<4!Q18nh7)&X4>G2_VEi!EY06
zu1G1ubfjuSRlWnG@_;ZTp)6gX<(-gzwX^8FbSlbFVb}t*$?jeF{(n`OsJXbASt)V2
z+a<xe93M9@C!S9Gd4%En$}jW}zP~TCU;+wm<!zTAeVb<-SprW_dI)9-4+G)Jwa+A&
zrhM!M)QXs8qzS)u5TP|oHvoN1)X)bDu`FB9j!w!4DRwSxForgX(d)gVnwY*ju(s`q
zL?E$0ZDg?m?K@q!iv#+Af)@_VQ)HCR5o-glN<w_t>Qr=Nb`_@D8t>YE2zOqEvyz}q
zd_vJTQAJNU!c5Cnsd-21<2X6fZF<w<V26#x1xrNW`QXJlH<fh&e}1^igz^hkn2;Ar
z4@yvfAb*|HR2cOr=hKU5$_2rKoZci_OHmEhL9&f6ZHsfLBYDroFZSb6W$dX1VId&8
zUTJv(`*fS>)qL!mV8j^Uj$@bJw?FD(!!`dT{CqkqMiNajGl)Q*z--i+t3|>W6))RD
z2FWd-M!A%RbkXxl;n_bEr`4x6r1LfA_qLl-R3%$9`M&<;^ea+PtVzhzDY7r&<4M)D
zZbX%30`^*6C;?}3Epj~j-RKm&Pq9*8Y#}jWspDsj3im?ZiszPN>9nmQpd$<pGSGZm
ziZMiD9b^(1I1XXXiEnT$M9Mf1oxJOii+B6XKbL$G^F4%JB;ru3ML?9ZV7-H_ZaRH7
zIV4L3obFvXVqS6K<I9dE)nmcfL@jV`46$9@#4c`$2uwKt4JdKn`ttRHDG`@ON8s*x
z?eUNL8|m?~D3>7|pNc9&f30O?uZM>$47&8p)OXUFjIC3)(1orC#m$&hZ8@gZrDL4i
zB+i{LIgw&{m`k}ItVJ7Qx_KsE=L%o2gzqqr(kS}fm_p|B+Y#qBv__w&b~|XuS_uZe
zVHretdVIn+8bE#Sn$%3^yC?6$b{dMxRnNW6+QFEJo7@MscsFBW@$es|H<D>!6zC@M
z%auH=YRU1pn8TvLq@GwPa-P>Zjk$X%d4Dh1)Okv^S2{~BjOie6T^vm)_U7dYa^5MP
z+AoFpua2@#`rku?H26aH_NM2@Z*7jZiOJ~mMZgMa%D7+NUx;FvdUm9fyzKm-SA5Xf
zf%)PMwP*dqUiP`v?M{Y-mGcJ+MSt-xqn2V<+{ATTdE?zaj<Mp~UdHTprMPTc>8kt`
zfB2$>t#fzRndc&LQ`oI*?<q1-F?L5`sl>2`cOgBZmZEV<39UhH#wj5~gf}s9w~N7b
zwe6>LY;wUIh*vg@X#1(#TC^p@k5$oqC>aJsHe-;A;&}LPeWoK>3KWi1#Wre$7dq$D
zk$Y!UeoPfr%J-(0k6gr`@12|<;ZAOxrL7=SE+R&}bV`sR7OXeJM%L^1kZNLCC80PC
zWoajQ%!wjze2ii{NnLeW#px*1z~`)3jp>BvhWBP_=Y>_&Gf3Nt;lGLynF<rl;g6C&
zry8r3hwlrcU0s?566DQkkH0iwv*q?}{Z_vK)j*aXc)<sj1FslmQ1rtaZ=xsL5X>QU
zb{=V_$IWW!w%bTXJP>Vl^B%3a6)ZybS5C9QwJyOU0)Lyl??fycA5RCtc@`ShJ^ajL
zy^XL(CyD7fa!>oJhe8k#O2mBL?O|}$j0#<JH0%%<bXiJvGz?=4!`KlmRWT+GWSM$1
z<!I6Yu5dk2@5m4-rQm!X`I=?RMz_QIs!~Ix=i-Mqw9OQ)XjClM@98V9?XHUyC?Eyq
zmbMRS!u>^*mk1?ZG)%uT6zT4~wc_UBbUJmU)6?EbEORpdqh_X9R(;iXuqQQ@3GUG-
zffCQGV416b1a8MVbFt=WVgn!n$0L=*;RnSdp-EDhw%{Ec6#)XT3>&&RbQ0QJwRCMQ
z`)01?*2a{Jee$M)n+-B&K<`!$VktFM)L(2A0@)zk9i?ZrB!d@2bKxHD`0#<DBc1SN
zmLtM{4f-gfgxflAa%<fK<jxB}3n5y=sgtZsL+8>Uw-2tD8Xb&*4$K-3t|Z8Lk)`hm
z88ri-*M#K21%ZbLkPwL@7=C3O--_eOL-TD>82L!Qwf5h_(7_~7#O4$})q48x?L@SF
zX*-0JN!Nkc)eLm$9NZpzKMF`isWa`4KN6RaGh5rHOM5bBCnA^9d1=|~4P~~Md**_i
z&j($^zb+QxC-z#%oS4vjkYW{(e=&U@6g>z=_tXh+-{cUw#E-*IkW&k4c4>mJMsqmT
zDK9gePOzHkRl(3nD(%HvK_K<o3`v!PR28MmQr^LG-H^NZqI9qw&2E<D_<&z`5#CGV
zI3GR(h?Y1{*^3_4t1BN6Lf96B=n$g{$Z{JgtYnH`n2Z7$YJ-+Y$Y=-h_g>N80KuFN
zAW(sD_8;?~t<L*r4TS)%<{>64q5Agpcp>NAg%65sE4AGyJ-FrckUQ;(+i!)k|NU%g
zcpQL}^@0Ape&GFb|KytLR5ezg>sAKtQ6xS6lS~f>0x-zMU7e4oF~!M8v_2P^uTT0V
zu!C<!(iIM=JT>vvLDnezegrSQ0g93_v{Z8jm@K9Tr}NBBAknG|2iLDxmPM2l|NB-h
z1e~Be$o5Wx!|bPJW?sbam$v`gK1ogk?<0KB3%#xc;(N`ZZs&7Xxy$_3>T7w)1G%de
z@q!o5<Idq-ouvlCu*RNnB~}=y?O$uTtsBtZbU^+?Pp+zOx(1wTa4DF}9BMR-X;P}e
z<_0SUprzL^;Al`*2qY@}Amz8*qSo8`yYs)Se09jkUddd6t@~7H%O}uHYv4PfjsX8Z
zAt)%sH@~naMWdEPfV;MkV6G|<vc?qp;5Knxia;L@hqSG*po}{TL_wOs=QGQL|9sse
z;-EnaDH;GHY6g}JWIdusf5~SIL5oirefmA+s%hw#Lh+h_9D*!A6I>k_2?-40GIaVr
z19*~z_Ulh~A9UuoO~wYWL0<;&9lr+P9Z73U1i2LH1G%Nzm#C2%&|-l{mADCqEY4;c
z(D8Ag#zMRI0Q@ojxLL{boA!O#|F#)68u>b1cd_XWzIZm+DJ6K5r)L*Ab}s%64+ftR
z+5NR@Ti#&Cj}vol%=vu%95y6qxxaaVewr^-j-3N#i1nP}Y_99iql1n4G(fV<FLZ2w
zTmI8h;L`>ekAAoesmaKOErg?iAI~h&fNKZ!%Z<v0;7Pgs;q3?ke+wPkO-EQcaGKZ#
z(qVo8D5_jqOToT=An@*tU`F6hljX@mlpmyXw+@7rCbZQepa1vBo$wk!m!Aof#>3ij
z*>Y+|yU9)fjDU#kCLNc)Zl&J5eiuo$Fj8&HMt6fc9J@S&Og3+cdInHQ*4MrI{k?z?
zLB|K=X?%XJuT|uB{DVy@=nA`dI$QXhdq5Yo4eqEHXa%Hy`0r<t6QV&f@EQied{-e#
z0kT8|)83y-(Tr8u8~|B{w&WPRi>nz&A2^)A!5t6n4O5#Gu%H*gU}s%ixT;r+$zE+N
z=r;Dg`}*9woOk~%X%(6WFk|q893py(tAWr_b;>hV@9Vb#_n4vE2I3WLR8}p7{Tc!Q
zJ@N%xn{!vd$nm;hkwVxIMgtxcP}8a5s>1(02o_;k6ZWQXZR};LCzi)M7`ScPyq#}f
z`?O>|M}I*1`UMf7y_cQ_IxP5<?@N`ndpCjXg4X!vcgpJ(0bt5~*k(QQvT#__)CXWY
z{8aXTt$@U+IZzz^G5=OnxA*$odr+YXDzqb_&}H0w8c-PNye3fUoz($=*>DDenmrD<
z3*zbk?6;h%d03%<dbLzE5{NOAOk6T;OG#)@)(ix(NurbKt_CqsYy>+SaD8T?4MMQK
z=ap+ln`Fc^fzw0;i4LJy5MBSohEe(?3OfV8S`f3U2vHv!O&q^ayGO4?<N;)EIUwPd
z8L%X|jy?+40~YAe$a*$_kD%tLKi{<kw-9~79e$@f6$54ey$RVHSCY|Sa4hWGD6*QB
z+5`m2sJ?<or|eix!vJk;0<_;?E58g54Z-%1lm-o}q|;oEg&sZEl=Gg?{qj*MeeSc>
zyd0kEkL=rk=T^=J%s|TEQ>VifP57?cUgn(n9Zc7sg&u&y+XxgWmJ0!Mu{Fj9vKNO!
z%Y*Oc660Pu_rWo@XK-)a1Oa=!rzu+vd}@#o8qa93(EP_Fg14M#06wxl-mq|^bOprd
zvZL0j*nf)*bps8MIYr@!u9FXxDgJ`=n7*{~FI<5<ATbSud;(2>bEk%EK=4E-(BIY|
zmgyzFeoNReqZq@lkT$-0T(UIyW}I8#n{fxmU+A3O@;CygWM*Q^wZiDn!NRzD`oE(W
zO9)v^r101@d1K80ne~mulpM3`wcw(=KE2SU1G?ECwXI1qZyEgt=Abs{p6)qUDRlWh
z%n0NziK+Wno539_#xbRm@ChK#tR_fjUl)J|Vp+jCS5XG+rz8P_XdqzU3|5E={_rrS
z*ZJN#kjC5$_WU04?;S+J32Y66`G(<bv~JFS&8t@K<*AQES!hN=<FiD92E-B2z28@j
zR3n472=twdD2h?o9_EtM)`@4@`>l;{nf}|G;1BRUPL>kI&zI%IvB6wa`gm-lj{hV6
z@R#cqkbs|)p%T|_C-IGF^A?icn&CPcHNekP&m_ItKFg>uqiB5$iuI4vqS^jZh*GG)
zC=DC7_LjgTgt+@n;4q{YMpL(FR9puZ@FIOtN+^IVSm~9|2(WIeS%0u_T_J#*Ey8F(
zOT}2@ecA7(PfQ8q0#x!}fd)yrxSYVh_t--R&PjZux;+V6Ez}^^o-V4H(}zjB7hbv9
zBO31gzlS69;B?&y)Q65PBwW!fjW7D33V#F&Dqyh@(*zC|2P4e@=p~yxn>_NpL8?Iq
ziDN^NTK}6#28AHInm!a@Bsf7V(BZ5Xjnsjc(n1A9X!a&EtQF<~^sxlk!2$ecC~$9i
zE&2K#(ZQr3nFB`71TK9k2cXdk`}AM12%+0v(?bg7mJU3b0ltW#yfwhgWUTObHqd_l
zRaN%&pV^S2KGd`!)dSPV{o7!d9*j|{I{HZ5K<g?#o56P@*LB|c8Bk(#MZ~?@Im<9K
zhqmH`2?!0>(BtncRuGXr`nO=HGAPDjoNgzb`am564o!`sMI1jMaF`9Z-1*_^S|Hfh
zNlXLr!hvt8E<5+svFQ6~K)f}@52*?ySOz!lC+x<vs6>EES#^rY{{?bMV87r)h8Ly%
z;qfux-_QWIt>D|=FI}#yq$Fv$HYgpeNCiZEcP4vX4@(M{Qv&UlO{(&)A2Em&r1A_v
z?CSp*mjDJp5>e0!N7d7jD8fsx<68OT$F*(fOh$Iv<o{bg5Kd)b!+LHPfOE*?4P3bH
zoX?WgznzP>WrN-m2=otN2_Oi&8!SRnN5ep`^2#2l7iiLWVR)@xl_JYpuuC8r(}@_V
zuy{#Agq8<=^;+}_Hhtf3_&QKKngN7<T&Vnc8Kvs;U%c(>g|7nzqZuH|WTut_f?Vo_
zw)*dX$y~_0L556+_^XcHpDQbdo~&vxvS|W(NF&LaE9L(}1}U8R&Z0(AzA-kKkAq;l
z=_0@yLqJZ7W|~*_!lBn`lBfq5uIuX*{J+}pkPd~DM!;PAN|zh5%1ww}<@gs0j^H9-
zn?a!C46sMAiH3F?sPdZR#CF5$3MyEcuU6y{jQEx{!Bo{MJFEi~qWM&m)P!iFfhada
z=Ymhb*zm}VTFvr$^+1sp(!gHQbqn$?*oLIeK&VX~`JTG_uY~s_Y%gXP(&Yda_fQ!+
z0}A0#B*@}Dc;c@r0Ll%O4n<PaAkX0Nf&xMVWL5zFCv}3jkl(56AHWD3^FX1m%mB_@
zmY~Who3pF(``=f~^$ZrRf7DES$)yd9RA$n?DBNDuv5C3<chCd_pD-ndsk2EkJ5a6^
z&V>m3g2B5FF8^rK)c3s8t2~N9gUVplCA5}{9_obxj`*}VNN<^60m4dvD#C@8m{J(+
za{NL4?)Bp?KZF6VkwHr!66OakpELb+m<twt=}PjiC>8Q+0Hkd~NOZRl6#9N3_1r%P
z0w}mp<VAcf|9AdQX+409)ZH#1zI>sl{96eufhLqxZ{CZ)1N(@N+VuLCED*aiU#V^S
z-tu37IK}Y*YI)-Ma;2a)@B{vA`>!_CsQ>L@JT$1T(g3D+&A^z0l3MsmrL2SXJI>OJ
zD%tDu@gp&+(daM4NGhk|Pf+KB(z_bZJx2?~c?krlP(r=LyNlO+E0THstNY-PHW?nU
zeYP0=(0RWZlGu>^R|B92G(gUd(t7#ed!f=73&I<YS6|lOhK?wz%%k5|(Hn;Yt*cN~
zzN^s%ne&679Xd8NgcoFJF5W05>!6VOybZphRr3O5EWDRGw(9%a^`Im<%gV?J`1g`M
zHsuh&uLK`bHAciU3^TK)fSO9TwT1x^aaBYt6Tw`82AeNfFb-{-ewqI8IiM+t2Wo4F
z#36;>|4J@a7!5G-fXuer2-;l}q+Sc%f~H$29wt1DlJp>&xG`Ln<k0x*qbblw*q<pK
zRJaLM@VV@!%Y|7#{x5ct>%d%hza)AC-@ukKBl}T(zt-j$eQwwD<L!e2H&HODBn@`n
zxL!qxEye~xGsvY6^ou5t6wFnY0->gEvLO21RRkhHD<gztQ=3{o5zU<d3pnd}^hc8t
z_7%W)$rt2&F80C(G%GD2FVzeNb(&|BLdw@6czNY4<#rBKDXY@E-@gPRZqGHqw>N?D
zHBIyPbC5RP#rbh7Uflq_T8AJpH1Y*JvEymMPV@B07uZk~sRWs%8FEGvtlq>FKlZ?}
zOGRq#KY})vgd71FKXejP0nI{v5G1j>vc`e1vG6YYe?4Ipr3bFS-$MODCy*8?O|>8=
zPW&%Sig>`&=)D7I%g}^sfl6d$HCyTcIBtD}P+bns1!;?17?uF)7E6G4{QP4Bth}(g
za=rR9TZNu5c}<MgGKzwc87lN68ub0BNg+kKx6#e+NAX+EnW!BkFSQ9Zrrv^H<L$i3
zRrgE>&W#7u7!*E3y|{op{qVrq&r=<8Dp0<AwG~ToQH{EjGdtIo9o(0!&JAeKqMPnk
z;Mz_AxQrA{vl;B<s3&YNRze3LvD5?t0#U61_poHo_TbG|UD_Dc#DxD)36L^$VA~0z
zfY#dtHIc@;X^L)p-2&+PyjRz%z+=Y3Yaov*pcHr$D&TV)zy%L#$i;_Z?c<(p&d^oV
zE2rlIxz(F*SR-}Ub$Mr+o&h{A1`((gF!pM{54!}Q1SQIJfnxYjFt{%F8#9(+A)B<^
z)$|Qo7@^RsMifeI4P6dR>FM5tplR)ST5?UtB0v-MY=F2}U%}n+<sd6Cwrw-SegRww
zX;^9l{^2$8vhIcLAnZ!d7+4k>-xrozgz^aaGw_xuyN>cTkGRor@VLj4*V!0Dej#4^
zhV1?aY1oi@Kt4UWpcI*bTBn(34mb|LYg5Mo99Cg1f@>NSXqSB(fZ8C5*vT(NUwpUY
zX5~MpVBX^cvR?WJ?cs92HQ9fei5KoXjZO=HG{np>Trlp2ya>c&Q3Tr@RT9K0RLB0D
zMFf2VLpjJC3Wn)=pi=0V6S~S)R~x&O)`Pc4kkJgRxK&t>drgpr+u^`d&ilf-&d?qL
z9pNpQWif(!04SL8gQlN)2C|VP)3H(3c$@4~mFCUrdmV3Vh|szcVgY(|Gq4mS&>O=Q
zq+s82RYL81<(4krmNiTaP_KPI5iyYt-@2P*G)f|s`t15U2+*iy5P&cZhs4UX+x%}V
ze3#ef{@&Nm4gGt=D5E84j9d6xK$CL>nSS}4ZPklAFH6(jKJ(0m{ac4Jco*1I++(t0
zJfxi?g?7~0An<rJ%1DSdOxHR6c19r(oOVZVimKaB&yE(=O#&T>1iBK*zanal0D*D|
zZp}Od23BrwnQiyHY_V|*>OgEnqaS|s?<;iRHGl=94=k_YP#=P*O$N?f!cc?TPmx;v
zBxm4X=n`OP5VCVzss(L~C}ey*p`ji582lJzXiljN(+a(XX5i5P2q855z;u<~6QpUd
zZvrcljsF9qj`7g~*^A}1tq%bM=_UYvkOX2I<obWBLCm=*fF>Q#t3iV;M?sQ*e&7$p
z2^Nn*aKwYKGO~zgGXKK2uB3aq*?{dj*Ce-=69^d_k*ry9;Bjo=;J66Ea?RObRX0#Y
z#FR0LGo)5)_dw@s^OR5>@A?}E(9i=LK)7zAMIN_FWIZz)YpjTmHnayqoTqx}*Q>(i
z3-5c$%Q&l=c&Zjh4<#fqNJ%ot<%pd0Y3Ow;;z9EW0rgQJMDK-thGeg$FV{lB#_{?D
z`U<a;N%b{UX#|+<-K;-f;DpebKCZD^@T};*o;m+8EvY17!f1e5Hba0iIhu8L`qy{f
z#YWw)nsR~dpTWc{%g85C<l{ntU-j@nGA*!V848txshi+exkiI_2Q%p~2SQh%6+lC!
zS{(sZ>+(K#GY+pe(E8(N2U1<}4iTH+luLxtgPa>$%SG}Mjzi|*L#oNF4d6jse41gM
zYX}a!0RprMuLjWPQbSl0G+1kBm@sbD10~gjs(j?5tDhqQze2fuNM67pXSirVtJjr~
zbS(&!yb|!NoPT?Z1r}Wv>_wBz4bu3Qf~f2fRLr$O#ax?iG{E&_JyG<z3jidLg)(&8
zj!{x&<iEYLjDtqL3LKA<Ad5+NRD2bUt{z0*HLlq~5Y1!wWEA*7HiHz^cvV|LoM(vQ
zjw=^XycTgqK?Mtv#DSJ;fcd`o*FAk8Soqy3rUz8xNxg*8t?VbS5=WGOgSn^dG-&ON
z5sWxbUY&x@*IS5kWR7nS0+}+_mynrlqi!H^-PSs-f17A)?mSm=c##sZ_D2a@DsD?h
z^4qDH>8eDU;hAe(nZ2Mfz;WJJS>;=FF}y8Tbaa_J&$);(`o_`)s`4`aSzl|h*sUei
z0(+R0_`e1E0&gJdJbrlMnv17*WF43Ia>qveMN57B$WrJ-WNV`@*Dz?w?B~BHBr3)m
zf5|wj$x5ja5}D}DZXUd#T3Sf!cBtO_pg6O(;(Cd+bZ|;YJac;kyTXj=LQyUbAR$*v
zAR&ms5E1urHM{?9l(-`DIyfMh(b_ZG+u8?hRZg{f7`wNYkk$!nMFSCg1IQDXs1nii
zpgO&XD(B$!^|Lf}q-3)E@V$a{@{@dnS&{j-QPqP6CJCKmuIBN`Y;9e8+E;%Utfn}h
zs6M3rF?L{Wct)jYYm@KA*lT$1yh`rzNgj?vfF`FXE)l7&eg;F0{=-&Kb4v+PRMZPO
z47cXJo!WzN>S;<@!KvO%^CVM};)oOC4Po@B6tPQ<D9Q{c+?ONDb`J-i$Jmy*L{9=?
z9$Nmfx2YLYs7s4Jp*)RV=W1Dxj{-w}xO*$98&COgtME_8Zdv0`G07x-AFIK$ohrIX
zSklGwG;7Skk1El2_!YV-W`;?>*isjuU0E3<9$hn^ac-mS&-9GMS1g@W?S0rCyom4<
znA;G^B=Jln-PwD<xiEL)(v!M%bk16rKqHMI@A&Y*1q6<!TTj`!@6gh8JN5`4_hO`*
zxK26Jnfwtu+Me5fd#GBcTdwDqn7JglwK%bTIe=VoB~e@=Un-YEc&eZzY}8Z-)mz6M
zEywO1G1Ms}?AfYpt{hjWhyjq=yJ4BJVHXuJBeWcV%W^Ytj3j_Ah>j`-xjw$G%Np7V
zBr<Y7$Al+7Oz7yZQxqF1`N12DEa)&*?>W59a8#B1EZ}?{Iq0%0SYalu`!tlEwxWu@
zB%Md_%tW_ptF7I@Yv92|FYVKXEr4d;ah@egBxm?y?fNmKb0(pRYI424^KY8=mrKsE
zCF(_iF?7fFu@i%H`-gFJhG!zCf-S;wx=Ry_6)Db98-Z^=zS%DZ|KqWVHQ-td!{7Q&
zXw-Y4I*P>~0zj4^!R_*7`EJjti9_JabSmow>HyX$zgL2Dte*J3ajZ%;bNAQcRti^+
z_oyrEFVj}UmNJlk?CDdoL^{?KVA_S-6eJw}{7-fKyEEbWCNvun-H{y${Hn|YcqS#;
z#l1&RBgxf9W$m34VPM_O_wsLL)K#6{#{yd(ncgtl-ZyfNpX=$IU|vG5IDLof-lSDL
zsYdqhSs)XaHpJTJbXjOQXV-ehCkS4s^HZ<k!NPELl*4v+ZN$}i99<LKggH4oz#q&f
zqp&bW@EJN&CrkzvSpPi{VhLb|PThvgG(esFXE=be?*JEQ0W1d|Gx-3Dc-ayCH5QqK
zf;x{k68J+~Tj2iZr`lUecVm@s=D(=Dkj-BdXDKf2>`tg!Uq_1GP2B7MRJ6roqrTeq
zmwCxI56uCC;pT)|eW!h?-2A@U3pvFgk)Fk~lc7+?sLT&FNY2i=amyI7=MU>CxG$|m
zKPa!B{&3d3vz7TlY(w`B>>Yz;DUKaq`0f2c1ReSK_U7RRNaXRXy(ISLaeGL^cm|xR
z_G1a%x;?hDE$S?`oq1gD<-D@$wcd((snVOHwl{Wp3>|(S$-v9h`j^h;>o?w8eE)k#
z$;MtwWyQNeo)ED;D^knub0o}pG!$>K+#3LQjl)w=5z}k!9CSXe+OtzM6l9aqbe!-+
zaVAgLbfy-Y!nWw$vnRG!pL$7X!BjwDu_QP-4OP9DUMK;QO?osyJaPtrxlRxk*6b&?
zPv3aO^nDwEQZr>ZmqSdGxU_d!A24Om@`3s#D^uo~>tEHV*o*qi`D$rONAoaK&ByVe
zbH_oYI#)rbIpe4wc^<yg`Nn1QrL5tpMQgVsrs&8xN&0|e6#d_qCjch<y#|D6gu)=5
z>fjB?wtmHzp5vld%=1x#Qo;fW`bm%XoCyt5^=CW|nxoo*9=tRJMfb^Oq};ccg-b}@
zBsxy@zSP2YqNZ~&I3ZdDf>BM~q21!h^F{#}F0?;VLs6zm_YT3pk5+YOC!#<&vCV*6
z(V;V=^_)R0Vb}KXAroKUugb4->PR1nH8@>CwN!yTVf50*xuT=+$b9XZ^5ssq5RzkV
zYhG9{(W34orNViQua873shaQ@6nYfRdI~`E1~Q%12Y2INXl-r2%oxD(C}(u{oLqRV
zQXUcYVuLI=k%bPUtR^?E<JXF74kcq^H|_`WKNv2Hug3K%&6#0BK`6=Mss=QtKh$0>
z71w626xGxyBGn#==^Eo~&K(xJgfNa&uX9p66Q=0IFnQ^`tourOQ^wEzGeieYcy|WI
z#{7>w+8k|YSo9YZ#ivsmtL@QD0xanvgjt+Gf?OWgVf`%W#zH;*8<lkNvy(qAa1`bf
zrR^WZp*D>-$jr=c-Y-@9tB3HoK}=gC{w?%fKPpUVm~6*(_b-=R$I;_&iNVcu;tNY0
zX_<~JibpOODA2a~NQ)}sPjO7Pb11^8=qPe_Vk;YVvgb@qldx+ywIsqq?o@xVZ;cBn
zZ?|nniJ$g|0#u&pssW!o>9Iewj#L+*=OTb79ozj7Ol&%e8v$XQ{iYImw>Afds^^zP
zfsP$oSC+OikGJMIX#~rHXhB<hvLeV(XT3$G>9*Y}H|!u)*BqpxEi9V`-*M8=EuS#>
z-+1D_2*Jz@WM>TQuHWc)a1-0ZX|pl!V_VZc$i&_&c7ffxO4<lPIAVDZRr%ec_O0p}
zdd>%2<SF${{uSFzH`^>9$*?5&GSK(o!|61lz*<~rHLh{oB}TDz6mBZ3SyI`*x~8E6
z``Z__G$(_EgkWX;P>oK7le26LXy`Hi1RM)F(`HJBL(?ov?-TIvG?2M8gsl3iDm=Vv
z25QyR0|!yiLVJ)BA}}cNmfKs^SqzlRo#)|kecGtOX6pefIT1zKIOg~3nB&3i8i|(-
z?#>}zQmbi7i#5|1%qFgfT=X`zoHDdCA6%6?953o<=9p{E0F4i8Ih)37;P#f7lx1N%
zALSVUl=W`2&_)uiJ@4DzL)Uvbna(mP2E9jb2>}L)sU-|7VwV-ycP(_{@!Z~xcncj2
zf$X<b5C2T=gxEje$It-z<tsd?&n{upq+{fdoc{8o^OJ~z)S*L)EEYXuJ>DrQKB$-n
zEgbnVd5NI-5iw1uwf?HJ|L2BJuN;EjPp`39*w<}}=(;2_X4u?;bH#1~6Wn(;HloMV
zUd_NSJewJx5mgOvLka2JRW*e+t#u`_x3+^{F|Z^*ki94SIF2<yCwx7-7n^>}`yU*n
zDeW$HyP3Kw*jaO4B>eVq*j7xVp8~olX7*Mlp7XltqV9rIcw_#p1VXAul@9AgZB5Xv
zib~PT<2ml1@@-#l&k@{lR$4`WL0ePB5Q@RUb^zD)=YWdlOajC(7n&#ADfv*kFTTAU
zqWm+FZ0%1{Ep}f%hEl@uN~^iqa?o3}p(Z4LSA&-Zpgb`dqpO*46cR~rITpgG8Y1^A
zM)}EmF1oOhofN>ub~WX|!A8SbjxYE!keN|4K}|mR>K3!%%u>%3_)ksaeCTdUn!VdV
zTKVG0ufTbMZRTbDsrnUY1zKh@68Yxp*nH?nQ=nz<-Jau{T3&MzIRcYx0rTc(rY{#4
zBdcGieZxmVkwAI;NKy@?8MW}_+lAK%O&=dT>C01G$4#4=9;dW@WZW0u3FBhID#8l4
zB!Qi7>SK&i7Cpd!Ew_Y@3KTG#Aq9&H$Ycbv+ft5Mdh#Z>6HYD$y37@H1(n+~C;|;L
zO$BRL9Sk8VhBNc=UkXoR^Z-gVa;hpNcTD__+Phyh7$6Qw@YS7<_0$F8WLclj<Oz7<
z_LB<O7Mag~+@e_U-1~6s)G@A8Ih0FK#&oqI*Wg^OO|b$CP-#HO6QA7{6cACtSvI5+
zUf(>fj1~xRnmA(sFZXQ&M2aaFIN;38e^JB(6qZATXR_u^4}SWFXl&|e;ewOszzElG
z+^?$cQGLuGa_o*QPGdItV`({9mHGaoWK}TK#w7(3y89tYpT-~ljcJY-mLE))wCwT<
zt=#-cz4tgAIm77EAq@sB!(UC9@x_i24&XXn(-trwsk{JfzJG@ZnXD38W`|xx;{z&w
zVn>xRKIvBwUzz|dUedkr8xGAxjOPQsmP+dztwN{k=~22u0I}z>asne$YG?pKUi_Um
zeNd+j8x_{fFsY!m!>6x|Mz&+;AmT}%obwOV;yQ&-=X&kr`&XpO+bv-m86X<0>%bBk
zGnRhKLK3+9xotU3-Sn>YR#XIbFc1<m`{&{)M?Dpfej7kBxK>Y&iilj;J`{7llF+b^
z$jaUwip)tf!?qtzj!GN9>H<&6QP;V)Da(gEdgC8)t^QEGe8$^N9PGFW{L6&54+?8I
zz2Yl&fK>?}0gnL?;^B@5b17(k@j9Bcr!ki1CpEe#ag~{ad2w>(zbU!I7QK6v7;n0Z
zbsNrQGZ|eI>D43xFf8!dato#YzR)ze+a0p$G4lNQ#?sohgM+ZI(9zg8(4bQ~Pn-xh
zQP;#9T!korQ{0DfjdC^E*M+2}@7V=8Q?(J1Wj=8bcBa0pn+;%VMKUML)P8D!Cgyek
z;b}jzAAesV*leEvV{x^+BWp-1$?IwW-0#sJKTw;PHudHZ{gL=%|0gyGW{E#4nKlm#
zY`1T$3|}{jN&zS#jAG;C)W?<_R+vOmywcm;4kT67BL`u#5xs&*oz#VxgNU}yYN!bZ
z^6S-=&@4|Gp^xHcOIq+0!`!S!o}btOJL<)0?ef*|GO2)o?hYA^2)X?z*Z%S18V7;i
zndp|Iq6WCvJ_}?*zsqnA)}f`yu{NJc{hF?!u7kvO_#^ND*Gti>AhSjXPe63nQ~e6;
zlAt7@6T%KyiKv+Ck|ckFfebnz$Gj!g?|25tXt&?&o1h<4*WB100|RzS$cCX1*cL#J
z#w;OI!pHIxn(%!XT9-spZ?j`}8@FKk;F5l+7o2(>ZzXNB(l<HZ&-mVc%b7C$KUC`i
zJ{|X5EpNyXU$^}b8W>>S!XivqDyOA7ww!F{z9Fqgri7$ihx*AYS_7bViT(xl)H48b
z^;cy@rJeC^B=_Qp$giQ&jmELo>3g6KyE^4$4DR}H&IAZIHYfKT-Cp#7r&a>w)~{?>
zlg%8W*q{fl1dIhX3@VCKI|_j}9g>XKh{MTJlQF$!*5&P8QS!p~zrlb6A)0qzi$A7C
z+n;7fVXu!E8xD*4fPIBqhv!Cr8t~SPu)$*$;&e=%FA5k4rUAfVZ3e*5qobrx6v@yG
zyc?hv`7D2kg?f%E1bg3L?o#-Bbj(jP!E{Dm(>NYk&S#+@F+c+|WjS{&?Jf?vO+UHQ
z*3T>iri;nqQp5I3qBc(q2s~1eICjkIV9uXm*^DayYkHm3((L5_(~RP6-jBs^$}t_!
z;2Fmd(0c_S0nYt!Q#DwER4;f4JpiRFQmx_WZ))ryWO*CdYKWT)2Ks|MXUl622v?Pj
z<2yJCky+bz$3mXJ%}Tn5$GUCHuRjXzfd;ee(`Wy*$K)IzQFL#Or_p}$sP0InuI_Nm
z)b!pHRM+?p2G$;M2aE{vFM1nvMXdz4OIaD;WulC@RO6x6p&DV%RW2&5Fw@2;%gNhE
z1h%(qM)YXF?xy{>(C!4$w>`j>dX64hW7#U<tw!S*m~RmtBTcb5-ig_>!&R<>x<)*G
zAJicT{|3kJTcsk+%rm7hXjtVTNvwMIFQfr7!%Yuhz03+;Nc|_ukUI`Fw>|_)?%j(u
zyCt@tj4vZYn;Z?;@`%PWh?@uvj{RA9$+5KD=WuIWz(_IJ^Hws)|9u!bYHPH^Y}2?E
zjec`7Obkztfr_z)+VDpfFZ>+TUU=YEsj*tdIv6a?0DUiiQ(XH+ldA6o%Xlzy@oBEB
zG4M9-Ux0E!1Vev?cY?V;RE6lB`<-Tn{vSudHxxyIORzbu$BBH;zf1DX{q^U9TknCl
zfbyXQ@7Bh1uL)=d33>MT0!9n_`MR<AO@Mofzm8MJcnq<fAYC>Fhi13?RVx2xEa2W8
zoehz1HLyb$6N)DIc$4#@n}3}BSu_{DuT>M9ozf?n&6zc51g9pSME+9((?Sm3bRyf@
zE%}~0r{XGu2@@UzsvMQ$FyJ?kIiBf(VstyizJ?L_$BUT(D9(y*Y9VmUo~iJMiaxnv
zd=(fUKIpjN-PnTq<PPkV!~>W`F@WI&$qYb;LJTnD{%D9(E+h%3&+UkVf$ISqEGO!}
zO_nc(;zS%?rm`g3WOnN}VdgnRDw+XPV9RsyCeNd<jd+SF;A#{bWJQDOaf8!ob_g_1
zi>chyR^A$GAE1*D?R})QJB33R9&$y|?RLBpmy*joBP|vP**g1uwBD$KYwr+gjHM(U
z3QY&@sFc246}21hk?7ByuER69*-V8xTz>`;8C*fF(ni6}-nb31Z=lS_!-YFHLFj2S
z+wut-N(bOoO&zxi%#ON|R}9>hN?Iela+-hwBXCmUr2h=VZh*L&R}&D3DLXPEdE=Ul
zflALM4+o}+4_Ax*34T61hLRt2?`wuA@%Yi`yYG2T0O}T@60Dj+_#Ny5a8#0bAST#7
zd=nxa>}#}m{t0X;?Eq66Q~7?vx@Z~8)0Is8U&i-oFjxrmUvj+=BK&Y;?LCFzD^g>s
z9-dBit7#28U3IaqbEzRhtQ?3Mz)5H=WP}HAFpy#<@)&l6jnDXW%x*ela1^&Q?2xyP
z0g%VC-SM3MEBlP%Cwex{&g^N5J)GefAux=(8bo$VQ5t{aO7PsE8xz!*gvZ(gv%l7}
zuX*^xAzR7RhMVP11S;fr+o7A4T;w|;b%$j@N-#6A&Q4kD=hw1!E|uiI*Nr2rvy;p}
zG>9+U(eeDdEFgLg<SwSyo#va(Yj6(Pu9$U}&RvmK0I_Ye^XGITuuQWAQ!hWLP~zq|
z25ta^Vizlla_KFAX#gyJst(CFV*VgmF6xm-$k)Qg)M*jU!#5l;scn=Hhv|bAbqDvS
z?ms)RgOWMKDiLrk@L}TnB?6e*v(E@>DwNScewZ?i_2Vy^{Gs<`|BN|4+Sc>$tSP)?
zlYl;6WmbD$xJhV6CZF%6icOUP?T;{2_%7Ly`D72yT?e75A>e*Z0qK4Z1XRp9G1oeV
z($GEYgr@h>7(DLtTCZI=rTELG@(_W>*>Ym^1HS;Eu5-dX?+!_nIfIrv1pBQD)q`pD
zi$`5`(kHIKZ>#O7QShr}NRZWowfxiPL}&zJnDwvMok6uI`y-3wr1TU^h!s|aenmd$
zKmxLrk#;DaDEtFM$O<$G);l19sJ(P4zJt(B*6em~MLHtEezy?dVS!YLEKi|~UY*r{
zlhpQ_^bV!S*P?fsSSSA6v-Wj+@ypYHLY96<R%=r4;a8Yl<S<g*Klcqhd#mf0kVvt|
zPSG?<n6f2pWZ2DBm=b?Pr2O)Y;pxp3Hf}swObHwM-9E;`5KV#4W9AnXQsZ_mOk1Q(
zE)0^JVD>QsELj}b*6!1G`}IY>37A_)UTz_ap)M#Ea6XF*To1m-I8xafzVcILj#Uqj
zX<{uINr<UXGm2M{jqjHD3f(Uab|#v>T~Xoj)CfJw0Y{`VBS3H}LO14>H815d&cjG!
zKE^fnV(2MiaCvxDbBwLKxaEwR3`#mRh0KEmcnzI%zxeoeb|GS7c6oR`n0V85jAr_H
z0x4o&rS^6)6YVtweSom`KftQ<Ym73dE;6#f`EJRd+hqxQnU`heX<wcYa-mxr1x$Cr
z8XWN6_XX8iIe~fc(*n~4l&x{%%c9^xj%RN<YHL=(Hpr60A9_D!L>J%!o2qc+GB$z-
zP7Q<t$BnP=CRxkDG}z9l<Lo%s2tQ?NX=3cuFj&<Ma1q`t&WAzcqu?6XF-LI3c`1{O
zjQ;wcZvifUS69*qnYuH$^2u}h?&kX#Kx_UG!(w7EzUJ4VTmjMDifRXpo-c>|=8+WP
zH9QGBk6^Nnr?^`Tk=sg8pQ<u<HPCF`sP9sZx0q`3H~gMk{G??9*5<&erTx(DyFM~g
zoJ%gCE6!)Ow);DKYL`f-RGrb{+b<h{KD%?7(bdzXLD|dOtUbS0Y9Fglu}7-sywgQx
z_bxJBVZwAmo+*+6;hVG$l83X=la$tn@zcO1!PUu((^*dMbRg<>FY8$LDNR7n)<TWY
z`?w>0n)n!&hp*MU2YE{f-o^MlH~p~+&Ir}cFGW`#z{W(FoU&Wj1uZqL(E&Ax=x&JZ
zkTG(&idB9oGf&vg3swC_82!3=Pue<z<BUTz!}X%Sm_k*h-FeJMF#LWG3q$rfMVCk!
zna;c^wN+gXvE!CKaBOdBcigt;x87uSsmmi862y;B%9|lOFia;K^>|@}u6~s56y)j>
z`@a0sLYi)>Bs2nco@B|48z^u4?_9VWq%%^PJO0RjCi`?x?q+@Xkimm|!<uTq6q1|R
z1O%$jF@$W=;^qo-!8?qnp013oZOcU~XWB0=JM}I<$E2DLm3^7YODh+y5okW@b&|vP
z6umL-BNLGIeOx$)O{)d+ChIbKCi4?7sJEuT&rcyr&!_QI=m$V2q)}1Pr8{Bf-Fq|H
zs{ARI^=ud1f8(xN*fH2PA3onNZMp!>gTPmGU#$KZ4d#I+Yq`&l9kV#G9hh#Hce8&w
zVdjY^ud(8YulmwG^p;%we(pEps0`aRy^rYB0G!2%>S;H!z<GECh@risW6$&N<nWB{
zbfs)1PZ(0Ho%IWhe$=CQRz|TSs*jNW)pQGQP1u4&tE0W*Z%_b^owgT3dg@bhksg-Z
zjlJ?<7ct*Jpaqtk`Tb+R44I4{aV&0pOoj4FLq-(aCrNZBim`GT%(rScZg>jMjhY3@
z)@@D4c}gqj6jKzb#%o4ZG@9Cjp`3&0g?G1i!m92@d*OjP177<r1>mM9!GHAEy3IM(
zg}UVZ3zPHufhTMyCfsFzh`AHXr-C$Bj=oJiZ3`q!%9}<QO>V2k_hC(jl#os-1J!pQ
zmQ$Jx);FQXLl<?NV7}_F#p*T#`vB?%+?yUR3i&Jsj?G?5sflt~6wYZ=5k_gg%U%!S
z?a8VtT?(CPF9!yoj|?KZlYTjfry%JpK>~XN<s}2*F;MQ6$k8}H>I1AwX_S~7e(<;f
zs|*PmDOW0DsZH<tl9_h(3`)yP^PX|g(r9^R=9?#_$9|0q@}e;;&C<AQTq<5oGO2yE
zV!M$4qV3!^F;U#2)YkiCsbaU@j7sHBbug)GUWD6&UPE^Oxm$Q~f=lzCu-Jo0xGnb?
zlY2Ak+dDg!(b~6+Zts^157>L%|H<&oaI5sO@^WCG$Aje5j567N^?kO$qaUCz!rXg+
z4`JnAj+z(-^E&FSb|i}sMVM|ror2k*@@YNiiTB6S9(G@uZD*AX+!8#g2`<**Ke&y(
z(M~m!(N8{(H@O&$aZgEy64;j!C1-aHi2UBe`eZms$~}c)>fx}d)c?bKm?1-Wh<)fa
z+d-(nkYXpC>qaz}Wd=dWO@mB<LXXD?QvpZH_jXg~M}6z(x+1Qi{co-OHGJ}tG|}?T
ze$ir);Jip(`i%2Z-fJy;7k;Vbe%i2%79op$gIvRbf=6%Lp&LBhX3R4saGkdST?x7Q
z-C5ZDqj;bLvcM^NCWta=T2ELrj)POANqRR)Su|Fee0qa`K2*h%lMvhcc+r*xIWfHO
z-bfI~dud<n%T`#JS9}tKYwdb*Cq~nPWbPE4Bwnu0k^KuS_VIWa>TB6X#R=DfX%)lY
zj~a|*F;z3#w(p-j6>1!>4PH!C-xo)U62}jAI@;D-tU3VG_@CUK-8rUeG2A5jzkQ|i
z5L!_Ms(6&St+Q!I0yh+J2%q^sh*jo`n>}pdW9OF8u!#LbCEc6{+IOq25h9;0C3-CC
zCyDidIffC~M5uw?80TE7`_gZF_<b85>M8%c<5!U)3KecOj`y@DR!Z;*nsc<tmfMjs
z29&MY>_iQ>xRhdYHGE&O@jUt?y1H1c+cQ`-5<FiMVIMLtwo+!xZED+<D3%&|kzzl|
zLaooXz$#SnmP+Lww8>-^sMbXGRoRak9f+wh_1*T~C?jSE@V&7&<yg;pI(DnEyd*)2
zbiiNMxDSZmNR5^jFm+s*)aXbGTIEzxv-9I$Ocl8Vyz<+)d@c7k?LDz#ju3)txg}@;
zqI<HT>h}^Q*?jSLUnSzc4rau$18MB(xdrKFWd`+*GWRKW`$NFIzujT?8d-daX^QfJ
z`iW5N?^~FD?A|@MrO1DFeWTr45|6WQA(U$=Yiu{jqw4Uw_1TAL1@Ybv0R-f5_5wn2
z@x5r?=#E-F=Z^TiC`#(191)(Y9>Gd5`-{)*8w;x0p<az@q!n4S-m8n)-`Tm*&f16`
zp?7eT8uaa!N_V=2HTG}D*4p)+2UUWtx5XAu)a}M)>wK8}$#)er*nH3GmqfQdZH*cs
zUd(oVWXSbt@%&xNa?^nCO?Pw7+~Nx995azYj8mVkhF;)N8%nBKydbuMh%Iq0^OEW=
zUzLAvSCyTD`a&TWQDYNt>#6H;Gi?Z(=mpI5+rrk?QR+nz2Boe0TcVoO^COAa94EJ7
z$CQiWNlNPb0U12fgr4odA1)SA@}vojzlj|D5N%1`7Qc)FTLgc%@cMF(+aSrm$C|RY
z$UKlrt~B028%~<Jkksxx!ral-=>05Ie0jI22hbNu2}rZq-taEXp1sa<7a=^G9Pv&I
zMHIq3sL}7h?sn)_P!sESUUYQ);$}*aqm}P6Uu_zbXD*53vgxas$GnGV`z9i2OE4u;
z+gh*@HPm!NZh?k-!sJYlg&3=HLQ{|UOYX}y%`f|n7Ya3ufp`S@^_Qm-Q=*&ortbyC
zE5Wu#a|xhKUcpzEr-Mm%1Mm%2*CU`m>6aW(k*<*lINr)w?|4V&QrdAMn7<U@4+r7%
zY^Ui-)3|T#>9Pp8Xt2%uj#W9wTf~<+bY|sDt--d^H<fs6Iy%OmnI}<i=SBQd+BV>i
zjU;l!l-(X8%$N{~{Mb<c%GkqpZ8=nhb#6m_A-B_MaA{kV9>33(eptvLxcU4@Dayhs
zR7fOXk1is2`+1#W&=#|%BmV~x!x^oLKkvhrN<wfIuuE+*-n3_}r#e6Km27RD@!rCB
z9LvrU;h)P@vpZOmpP3RN(#4jo^QGd!+FI_HqYYjtiK#1dbfVF6(^Y;LE~%1&>qWN4
zpA^*7Y1S^Klu%*Kv5UDzdT^%EmjY|y;~>v1!AtXTyIGSc$uP{dpu;<i2=XusJO{x4
zg+I#N-5^`?CEzbrS4UI*z{#!MmYIX1Wba};caC26={^?!IKRg6w6E98kG)34A3mDL
zn7do&yvf+7SrOX`=N1xr7{@k&`g1|6=l<N6pdYVjzt;6g4avpB=g?ZK5HmbRr#0td
z3Kv1>>}d!fv7bYe*DkYC5-`uPubu5m_^NL6LaRSBZ6Rx{K=^Cc0O9FH=VS~m=NHq!
zR{Ef#fc=otB@x%W_7?T3#*}i^qY0(9V*Zxn-lhZDKc5dnaz9;CTrjm%bXAgJD%tR~
zyDS$+zxm9Rzq6Jz?DWR$Qx}eUuy}0nPv7rRlqT_=V^3&8UtBV>B?o%H?On$0fBI3(
zKr)Ukx!C>}_i1yn)jfyE6_L(;m+nbPw)bJXxM=j~+t1$vgaDOVU@EYi|Gu43MbrS_
zn;YHm<OlNeGX`cEI*d5fs*JCu+HRW$SwG3O@ZZ)PCKQ-1YP2%CY2A7-VWxaSuF`<f
zvQx>@$g9fyCSy6^NWYs)s*p=P@yr}>=VH2z%yK!0E3-Ga)W3w?$-Ue7Bew_<FMSB^
zf-*7=3nf#+1K)TWwF(*XkA@6>{o|Kw9Wr8-#}ds;^m^9Kz;nmp(l7c?T&!=)Jk@X}
zW8!h^GhRQl!v(b?hBR;PHNm_w9GRV(l*HoGk!;oei*{Z^Lw2HQ!o@CFnTD7_Ukuj6
z9iHL0#i2a;zuscUcSV@)P>neO)Mcxen1(xo(e$&sAMV?^>b#~u#JpC|?+gp_=<}3N
z;O=NPtx0x=#D+8RVh|K?OX~-ft@j$gPiAF^_}-mD{vm+7wu@LZhJw!^_RvdxA?Z1E
zH>C*YUQ6qN*xRX$uArmj=R%He@8W+l=_m~PK;-LAz$h~%&2|K^#RJO0;o!!fWf<pw
zPKIE|<g+c~`S+P){{%H_7){38cEmiq_r|C+*w#Qt++r&C{!d#mnS{Q=y8O6$Vczwh
z2UEv1!B(wX5o>f(x{jk7bz8**8a4Q17`;3mJg#j58kI5~j}s^`=Pp)Dy%@}XROZA{
z8M{a)$T&P|`nuh{P3yc1)8k^47ZW~wsxAEx(?{cGaF~9r)PC^(-TgtYN0SMI+k^X$
zd&XB%<EH0W+;V3(+EKR=W1?#b5{5P1TU*%_*gQ?2KjdNg@0{to5M)u%-cie^AfGE6
zLU(=d1;mu)fe&K(wp>D_Z_AyQ`=(`KTc(EJh~&-_I|TNX+wtS%Xf<REFLW~<I1NpF
zU#dIC{=!wSi9e`)=0S31)`Yf)x4hR)M@0LFBjFpT_%802=iwI>3X1|(W1Y#hnK02i
z_hx#-1>U<S79G;7?TZf0XlaiJ$ytRE>8EI8%nD0zK=S|tY>pb<x|?G;eszYy6!4Sr
zy>nOZ?~iC^brlR3vd>%?<t*{>v%S`hOE!2^Z$D^iJrhFMa<MjjE&dw$#h^WJTCz3_
z9ji95%hxO@H}SJyRSNC`)<btbuIJfd;zLo$@C9<V{&Gy8u<qxNX-AZeo*TS@HMs|R
zONcWf0)AKOa`Uv%5gEv}VobZ^;ne9Xtm4Wq(~{E?y&IqsoVC)6`mLDrIr3rVb+EY?
zLPq$Mdo*{sa=4fRmv<ih&FfVJp5@MGR<U2?<5W|#C*IC-;;(z;cEmN5GFYV!_loKs
z&i+)5{hf-}yCmB^pI^-FHgQ&wqL?g_n$9@?N_{J6PW{9Ce!(<(JA;Yx8rSmtXU{0U
ztzbN4Qna0VUc&!KD>Ycv6;2%)YWx1R{9Ms;V%KBQ{HK50pV>{H{q-wCQ0Lrs8>R>h
ze#9y8SLkIK$*LLQ3<E~~mNk|3)(Ucug{SEGr2ojb5~n#Xms=mo3*5%mbzTJXcGmS5
zTh#XmXN_Y}lH4w&-scTk>i(3PwK!4cOWk2MY(aS^rNryipj8Z?@C$0xmYOHLdmXg9
zlHZODr3oY+dd=deej{qltzj4ue@BcF#?}f<X)Wt>AN)*u^h4>hV6tGcv^?f0d4?c<
zIwKnCzN;#8xLjt?EmZU*%Dd;f2|~O^MTW$%T&?9+99Yu+EAzrsX>@$=he5W87e;a0
zOJStH>&@c_&I)^*+J<(Nw2a$+8QsHe3?kov8<NYYd}w6fFdLj(Hy}?n&o88F<?VeM
z8D%JFaOcU$y^=nj9nIJnBHF=qL8h1}>zY;(zFEHW2KVmN)E)79Y2no7#w4vr@M!+=
z0;{Z74@Fu<WvK<UQ@w9s3aD7|l65G1>Jv=7`SKilgul}b-*z)JJaXwzSApygWxJPz
zfxgzk-4Z5oiw?IcMt>QJw(ivg8{o`WMR+*5Od#6ELKY)wgDd}H`cO6b6HURV-tvC<
zdD}~lDJV%~$_VE0V#6-1t^C!)351_Y|EH}#HD2cyj6aoPU5#BEr0%xt@{Cdtf4H0J
zsBrKovUY2Sf0D?@T$+Am{NyVaSHoEYYI-eY$IRKb8-_oQW}N--%m%+S|KvEX9dU(!
z1&O+s2mQj66Zq2a884isN>WU0;;#J)Geh7xcZxQ=)I7Q_BD^tIv%c*MZox9JN-Z~s
zVG-`uZgD!{ot(H94AxZO>B=nRF$!4f5LyV}|79ksEDG2Qb8%p*TYOpVz<Q+c>FB3*
z7aM=K`FdteJSt=HQ}u^y+mmWmkE(yteZ5_NF(WhOwKvXsl1>r2d*;;PPL6YIr}Jm^
z0Fh@X;0vKYJ2gYUylsE{;J-VcJ%o6vPJ@(PZQtB}(Td5Uk1}^6s3iEiF$+GP^Px)H
z180k;zWcL(uYw_eN5j~g?4Y#;2HP9=y+$SJgJK0o4ul(z$k%qLxy5F6Qul#SjHCog
zLh#^z(ih70hDM`-M>HPIoEPY@EjuQTB~0Lh7LuziC(!rID8T2}MN*JoV#Ybvt4I-n
zQT3h2=1U<%%$xCjBv$x(24j1HDsg8IM{w<ISC##iMk1?s4O}}$*Dss<GlMch3RmNQ
zhnw!r5pc15nb<x4!T#sj)c;U*)^Sm9UEhWQVQ7%<P)b6O?h;U>m68VO?nY8NRJxH6
zC8U(@l<w~C7La`Rpq~4A|2ZFyj>9kZUbWY{zADl@oesw%JF~XlW!!Jd7PH=y&+V@K
zG6cc<yfnY?FHZ%t`EqTt`7Pzi^Rhj4%S!jE#gQs`P2!>^%-VrVUrIwuddJoSg3reL
zAC5!Y6NxS=U1Iw<=AF0e{rRm1x<!J&NE(N@fAFhz87FbhO+l%*PU4F5rFtpDHD*SA
zmD7tIx~-s*6`9!&=j++5_Syu$WiPs8#PFqFD_fXsp@~cZ`y`QZ*s?sg>DeqbW4~2w
z0esspL}-VxOlSM5aY&TK;i0FvuDI-WkoxCf#rN&4Nkug#sNH&Ho(9?|STYmBdx^qK
zb0gk8io`8XaPD`Z2R79<XueKw*#<fxSCeT^Mu}+1zI^<KBfjx4cymA&_p~_In}V91
zI(IG}=Zq&%8r`Lx&l{_O$4!zKcR$fKEFco%!Y!WuL@w2Ac&1{DcQw$|Fq-kFK^K-j
zubEA4KFt%~2Sq|+q>MCUmX1%_l!onHiDkdwPZNzRBXtH`C*+C*e4!D%mx%;LNcs%I
z+x44r5nOqL4N2U!B?qri@0**O`Ie89vPAu;xdY*sW|feRv2fyu<D}gIOiO2Nbj|0_
zFvM+2jP+#Z>W6FjFFo_!?89pd$R3*`yIF3>eDuIs8VzB?36TC|m5pe_u!RimHAY(U
zT_O!&SQa?tj$0auxP%Q3FcYj&JUklkE$B9!^JU**(vM!;J(0^Di4si3{+P0D5r0s}
zwY>Y=1_TGZ^WNIR8&~Z}_t=@~=4mxK3{vUDT@UK+?*-lTp&z`|mSW)Ln2_Z2dt!&F
zZ>(I;J}UWK>h+oY(Ok7Ft)#`y*n3jm$r5=ZhGrHT+zHWwrs<~pb9>ju9N<50+G$(&
zTqbKVZ9r$=F;n+XAx%bPtB#a%gHGnHw9lXRoA!0vDz=Uo-cro7ScMDs8Y8w@7Sq3B
za!pzkT1za`z7l@DxUHrBS<s9$3M>CNht`}<fK{q}bN6-PjzqYPGDMo2V=8CTZvJ<2
zMa>uajTUs*hr4;{A-079r*wi}8N-&&L!x^qFsswIi>guJv3*3SaH*w(Z~T3FRiiv(
z*rLMcspDQzYpD~DzK^}0dNM0YE)+2TKn`UTWuGRy<RfDV5MkRe_8eM$E&iH6G4sLR
zg))(GZ8$Y_c%=W=_HW$^3a1sChPU)9MT;9RYX!419~8KoIIX<y+S;G*-Zc{zd93-n
z#*8j`d=TS;V|Zj=mkxK_Od>$<;g!I$8kX56zl1|`NVS+aOHzqY0u0eYeL3gcyCM9r
zVJj*sWayB7o@#q$Z16>m?BrJ+YhI_KY1OY=noj8CeAOHr7j1`}>-U@QlheLh*S1eH
zOp4@KROod~Gn=+D5}YZ(P|g*jt$$!iv7r0(rG-gYA4!fN(J|}{IaWREq_fBs-4F3i
z+Nlzs(Qw!@iT;`|K5{KHRn!t{i~3hGLpkO#7d;Ftyh=0rnF0g1_Q4&`NJFYj+yk*n
zUH{T%3>E9zBZp9=C9ryoSg?+pvADAsSov+z5MBy(f75Ra`h@!c>aTVD$-KZ~Y5i4>
z&aLWJOatY<zkIiGEut=7Z0SKsl^qfS!HVm-(1s;-NB8k?4AB|(p(VANR%J<)V1rF)
z**tDrp4)LpZ><o-Xpso@P2LXgHg2raMan0Kl;71yRU2ge7OH)v_OD{$v$*XVXKi=-
z&1rk*(|`C4rZ`=y<B=kiG<;Ou(|ko4E*IS^Tj0eMb8~{R_JyE5ijs1i_F=B$-9B^P
zTW5b%?UHK0_ATqN?-7DV@nazG#R~E1b=IrcN1>iHR&V8^tlf3=$RYN`j!*v17_2YM
zfT-ZS46%5{o+tYJr)Z!Jg5S8Ccj$|Xqf;91k8w4Y^R<lrfd?Vm7E4-<RQbU~L`~fq
zr07dpWNcf?Q~ORI&YWLcXVgooC-b;yl{JFCXnS}kF07Mxf`gB2z73~WG*2hTmhE`O
z#rivW+v53QMFkw4QDR0ta`)zU{k42hs(Q{pKFX*t)qbt9D|<|YKU*WuH@w|-&R>~>
zDZ9y4FTa#=;GF!P+|t=VE1$P5Q}=W;-?see<U83$9=X)ZS<%VI`wG8IDIo<cs8In5
zVPH=LB3O5}ZG5+#Yo{h%7R4Wp1>@idErSwNw@vYi=C^N8`w;dbKV4kn@@EDjLb0Q<
zsi>(D*?jPFP=klUGNGZ*RFp!+;qFmqGGtIeX&`<lk%4p&<-h@IQPa$K6z&_BeJ(d?
zmwjdZb9Em34*SP5N6Gyr`#XK9sj0trcTzakQ}}R^vw8{CUeGh5ku6+X7PWF@{B$0e
zD^PqPP>^EJ*?{9oI5F}_VH1N`e@=j@YkcaG$CHIM-ul+0O=CYd*pe;3prE|+>XTPz
zjCju`6cmpw+42n8;Y-;uW1g?R;htGm!?}O2jZ!LDQhY2WkKTbjP2&}-npJYxX)Mhy
zYkbge_E66`gfRDs+lg=W=#ydf-ORH2*HRuAm`lRyMTNU*eLM?wOZQr=8eX%PRmtTP
zb7WE^?`Nj&#WcP<Qg_0J!Fz_<chH^ZzUw}dc8D~pzo)}WI$NgykhIx-+?^K9tNSD2
zxHxYyh4E5EtmTyb1fuQStje6>_66lwUjdB-+*bS>wYIC*mmWiOY2A-R_lvp<!Lc=F
z=0gNRf<3y718ZT4<iy~POsGx)v*^N$9#lTWxw+XaL)__FJwMF-cjcPg0oHV`OlKmp
z_J#091QUMGa}>X%f$S=uq5)Y-y~F_BCdd8NMY>JIKCZ!rmoRb@^*rgkwk~2pJhtO`
z9ftn`X_!%aAFujt<goi??K7dUF_bWd3swGuBAgXxzkwijL`e}QW2LF@%A$i2ws9B9
zi(*Wp4P(`xG9DD)j|=%R=tjf=IYFb1CAN*Go7$TJwM&BV`{(tbiDcWF$)S;vsdZWB
zftgL#?{@`1-XrzCsWp6(fXQ%7D)w@h&-l4c%#Zca;VxzpkMR$f65KJ<b2*NK(~s8j
z=_9_L7ek0cN9gyK?}b`Ei=+9)e4$srU*JOsFJ3e3jL15d<3@DMw&PP@@v<=ij+!A~
zfsMHZ4&U7rQsZo%KShHWO6AjooXK4tUPWq;aE~xNve7qI0LoGqR;N{^%2jL6Hz~>@
zi0jD+zr0{S_wKxbfIlRIJW20ZdtYiw$wff+x%h9pyd3hwYmN1Yg&OylY06>YZ2PGy
zOAQz;_JXgg9BaOrYUNuNEB}_f#73jL68_n@uR(~Zio_n@7EENsoUb6)q_UUT<JOxO
zVQ-Ehlo+OR++#kiRsQYO%OFRcaLq$mxHV>HF;=tE^-udxwCTo2y|e0mVU})9VVWIu
z_So2fj*yJulGu#RA6&7`kzM*4{vPOv+@_%dl9eW^PfJvUT@&=8@Lw1gD)1NKDUD?g
zaEuEU9Lao>rM4jp*IQvHj+^f)P2isx^3p`Law|!DlM{Arvngqifa@njzfaL^!TwR$
zP%n~yD{p~>WB<nS(qoElf19WBK-|}l2|+8djcB5)g}F9woy4L*=|{D!b;;6__GR7M
zW*G!#jRK5SYtHd_?`4^eE`Bt<c60dx;tiA4n+kkaXI(CK^!o$`-nv<#6)Im%SbjAg
zZNxWR<t*17$ceeSlVAs22+jI6rqbSeKdx$2T(&PvQp|o!TGCdRc#r6r-!HcU^DC)#
zF{s}?vg-)nIjx)_5z~rUlhqSvtuJY#Bgh6)4Km2KRBZ6p<339yYlK;FbZ4?Bnnq5k
zb+|<Q?TzmrNF%8gsS}jFu9-z(LY1|{Bb~{p<nX0!?s1j1;k2r->ok}XQ`pq2Ix{s?
zy(%cEjq5i!D!zy=iMWZXi9C6<<jA*a_w9Xo#b;NQCDI|QGK*!Ft2u1#bJ|)C*cbtA
z#dt)<?wV9C)au(S1q+2iqO^N183pCWPLQ#)U(jEllwvP<oVcbUX+Aaz4Qy8Sua9=L
z2h-GgxQZgYJ=)UPHEdX~yZ0v0Y&bV?#W{D^v!Vw+;rOUm^}fB);z)tnf$<6M%;)7B
ztZFF_!{r#`!kR5wM3RU`a1M4?o@9%c;Pb~x>s=(d-Z5sR6ch1G9aK<VwFC`LneO3~
zhpwiMLq{LJkmyvUSY{CLA*K~Y*C?G$5KXVmsE)thc*q2g!mLH5H{eG#7paa(^yF&)
zbDVSQnMo>--~Lz0Gy~W6ec}B2Yz>{T{8*f|x-uG1D|ZU<)UDo{(MP1&tZtb}!mSlQ
z&uRd~qzZ<ls?2U(#$_d8XE^boTNip%`9YFeL2pl4p2Fu+0X?ZJFs-jG^n}sFnahfG
zNUdPzwPB3?LH|LQG@0E~Hv8hzuWs?qQEg!P3wa@*&d7&pT&<j0W0X><Vm<iAQ>92i
zAosaA>jMM*!F<mf0%~{&OT(tA>h&}oh8XjUmy-=`oXeb%@YopqJyJW%l=+?zuq#zt
zmmq6c-IS`X>|!(twv92AYv1Bx0hPLVj*-yvIZHDw+Dg#*LTPAIQlq(mmRKaENPT%w
z(C+a4c?+X#!{mgQ()l+0QQFBq6m1Fj@Hn^+3~?O6?DnMY>{7ugq1DT3HY6_9Q6-ZE
zW>tQDc+4UKy=qsN1vm#Ycq1lC2Bx*Hdx)UMsXiH~$wqeq6K^0qd#l0A;kpM#!WS>~
zqk;h%P_WiS%XLWy9$swjR=p1!eOuk_4HMJx3?4gm2dxpUkw%WYa#SsU>qpYE_S_-{
z1jRT0?1*DTJX3G3yX%8Ktsd*Jd}ANlAy;EnPme6&=rQp9JnC_AvYE+nx+%69VlcoQ
z3&U(2Q06~tqSPvBrDHP_W$UG~Sw`?8qeE<?F)F4PRfUms#GhPG_!XLSdOoXg?y&l~
zg=}WYG&*csoM19Z!9(!z9W^9hKv6x%pV-k7bWCnGyuKmHC#@gWZ+REU9)X{_vpHbi
z#qWW0V$sf~+V6n=tH@ueXu87S_Y|Ylv;G^$0CoM2?^Vq|Zl6EE%iP_xiMT8^CEeVN
zmK^{2G62(fFxm0<;rBYtW$C5cC5LY5be?S^bf4ndH(D(p5<@~zo-TRp3JUFsZIe9r
z2wO063R|Y}MEG4+Y^(q+Bate00!P_ZfYK#UaCHNtT;Y9-HT9Ttr5GNm>`ReIUQn{K
zi9NYJbjor6Q1MJCTv*&gaje9J`Gky`!1H}z!9Mjj&#bms)0kKr_7j{bl40=xdRLa<
zO(M=P$E@uc8^33&n8ngqf+DxeT}TvZ&a0!JH_m#?GIl+sW2`b&r_utgbc8UF!`$iz
z9l{Fb8CKcXd@7zJn+kZ$ACgzR%($f*`6SZ#v1OVqosmA+>idu3&xvR>Y|WLyE<NW_
zgMogqHaklAa2&QbEeQ9@BSu?^@+)d;yRk*B5m`dk^XPEJ;t;Hg^#l!4DxlxUj<GdL
zeQE5W`4VKBLhN5Ve1h4n!Nd+VT6?W!><4N3<<g8>#B(Iop^~}?;_Z&#M}1*GvY@(n
zhGWqBd{s9Yn@;HQoCZ!kw-8olL)`N0P_4>bO^DkuO=(j>{RcH+LAycWr;`j@>L_?M
zrCj#}coXy63f$F6q)>^z(<qP#I9pDv&)oP28HF*gSpH~J97_qll3X|7e%E?c(|gar
zd-URMPs4GF`IJ`nH=?&`I{H?dV>)TttP5TkiGrHX+E|~3)xYqNdabIvNh)_X`)NNz
znUZ<D&-uAYnhUHG7b~RmG~-tf@*q}%oy+8pi=PrNk^6fddiS$BugR&tHp^+P!G3nt
zTJ~jI%VM>*O=U^<O~tg(qWl$V5$k4J-a{R`=yNgl!##Z5hH7TM!&cmu@AJ4chp1_-
zXk7PisgZYTCEqULKM$$slRKvryzWSKrOSFzrFGuKarm)Ak>Gc2j%efT6ZbWmLvp6<
z%LqT*en&bT#u!C<Op!cVojkI%MV5~H`+dXKy9AeYzwhrqVqRI*@Yd_=QSi8G)b3hW
z3#Qen(s<O5Mt}dYBI>P2pvlsi1LHMedW^+eo#ds<We1TB`Wt_y(U6O2obg_)3wYee
zKC-p3ua@w`L)3~NrbTzOISHIKS1P-yvX&6)(ZMK_tbGe&4ViCkv923&qg&D9njIcp
z@2efrj>LP^jcP6-$J#cGwlFE&R~V@tO+*wqpr3o}Xb%)CTrTGyGbz+Imc*o~MFA;9
z{zI7>MdYa_fgDO#c=>0?J>n3lIZ4x{+1)@+P^CHyjffuKlDR$c*RR-b;uyv6K9l*@
zY6Br*Td$f+pbD2h@enzPo5D$VZH`ssN!!Q3ye~pT59^0x>{aNx|IJjPc1Yk*W;(hb
z%?kV<R@(u~a8O;bi087Wh^I{&G3tD=OLyXVh|IZ^Sq=RNJYl}S+G*ffufW-*pYhm7
zyLL_CAd_R^+CUc~k1N!?==S5fC$x-1Sha8!q(8#B+<u*icPr1Yr24X3mE6cAnY<SN
zNVM<P;Qey3bsyzTFM5fZUw}=t-Dh$?7oK=mBh@8*j79RJx&!jqZHvMw<97Xe?Rq)W
zd&@b5d-pCzzFIv}vvDOdRpS>mA$~cOdEe?R&XKmdg?Hf|a%Ql7ISXq#dq=xM{{S+{
zVj=YljiU{!TQ@OrBFfrTt0nx1kaW|Sy$FQ`rmLsSD@J5*1P=+~QOeoKYXdcw?s4SQ
z4oIaL`FiVnqL&9B(lNb>@QBE$^X78cJalu7eUc;p=nx~;m7zg~_7LK8U&p(d%rs3X
z_cJGck{YWkLQZ4Nn+R#MsWi2InsV~jX#3A^eF@y-7edr5AC|{+wqrb=k*z(Hso2ki
z&icLmnWbcgUi(QPyjzfz|DK4XS1tUjP3=aWmT@=#Ol1;5O3!#gD5AH|<sy77T5@ZR
zi0l=`2#TP;n$-H(=gu>^)Xc)uI@dtO<}*3+aQdLnM@TAxrZp9od+%8K8G=X+$qo6f
zPFR;)YFp7bYO>jb${Gb|A1^DDEg(NTYwqT)%IUBBBzy>&^|^PQ=;p)IX|c)O7JEi;
z6vD%b=E>^03+AHYU2~jLB-cS-aEusSQdi0d(^1QL#7^tCY=znq<wSwk0+XZ~L2g{j
zg3EztMJndloL!_gffna)zU^QM!ntME4R8$|yBgW-yg#=xeAI=s@bbttS2;(Se!$|*
z{e!^~G`=_&CBhX_oyi1IwC=&@OsK>ZXEYxT`?l5g0)Mz={xJF(u_#h?3)n_jzaM=E
z263fg^-HIVSWW3lm}FN2Xl%*<@cHCNc=3=x_p*f>ipFs?=l)v6WzC}6D~dLbqc{GC
zR{^yIp|zy0OEO-aT@ThsPxl_bcpk3b87=Gl^5VgIfJZI0{Stml=3|csC#|HH0qoe5
zar4#mGumc18fL6xFRN0xGLyL1f5pP43O)Bd8#*1YKP9)4mebCi3oeNAJ0QF<i-mCd
zyV>)v)OFXo8K?DpwBy;HUZ0Ge6B`sxu$Io(m0-$1?&MFX;UGLlN`78t^Ig`1{$v?z
zo;^vpxRrqEA@gwwXQLzuK?rEFOEh$I7eM5^+Ob+A{=nKRb{VO{MF7~2anl9i=a0Qo
z`})6AQu#|F#Nlk37_Iip98-GOs&zdv=8iBCsZd2(ozk^RE`~F9nunE<t`hw3sg8OZ
zP^k9lb8QD^(W)1(=&cf~V%xbhN^G?<1vb|!6fifULYS;iqx4ttl3WWE9^E@CGl#cO
zyHMnRbs>`4u)!5)S->l+iMoVLvQ6-~cw6~Z*4E%EHJ8qSuKJ|dZQ~Yle(>vt<WDLY
zj}K*;(L;!Huc;`lO^ldGR}BLF@iCaVhT+kuw@ml!hi}i?o!+|>6e90t79Oex<zN=Q
z$v`Q1YCY<MPsn7VLEPJA^4JoC=~?kWmuB1K*WHNi-ikIE^%)XFqkw!JQ~vT)l~SES
zToaq04)xlm9+ua}7>WE&=IUmq<8~>ztDD=r-%{hVtWMv)uYAp~p4~Io_0oFA;^A%~
z!8h~Y@0fQsUJfX>qi*2X@pJm+`aNdyQ-_a~G$AWB^?2{zZgg_$CS>+%u-cHePX=|4
zSWsKAUFEBSQ2qX=Up?JwU((#p+HVIb4v6?2O;gCUqUQk%xR2=)GP{3df~H-Zl&E5?
z-oNzQpO5fLFyGXYa+|<h-dJT5ZAW7{VyIaVdUn{OUAjh^c#i=FxnhO7W}0S{6xcU*
zV?JTs*p(u+TCvR`{wBC>Zy2PL?Y4a4q@-@Xm{_YQSU@G6iy#zKL@M{~DgESWkQ)}$
z+sb(S7yd{Xk6zCfKS{58{DfipadNVSne<}NDcb|ihKg0j(N|SN0$Bwzo>pUm*=e<!
zLT~(I*%*g{&ikTYBwL0)G4qI%{W^4fPRU1K>J2$YKlS=X_ey{;Ki9Hb(<+(i7d}%3
zJv%>+srZ;+w0&4@_xW$3-%=jS<gHFtV-D?(sv6632*iZ@(8pW_Lo0ceNktwlbWaY-
zUx^y-%zl12m-^}_KXSgsJ_66-Lg%M%IdjI_s&U@ITzFtHFCf?Gg+$PL6*kqpM^Pn6
z^KoKY0=N?N>$+)5xtIlQfdKrdl2NkJmWy_dFLJM5s^s9~9JD@Gr!B4iH0qaL5P+Yr
zK5fX@WlpP_ZJ^P%#m_t{z|J<NU$`D&=f}m8;0iCP?)BmO{aRdh<z&(*(Lbe(_N<Q&
z=j6;Xmgih^x|g3$*ED8^k>E6D!Fl~e^EPMB+_ye%PSG<8$Ny2t*~;PLqDfj{mPlIu
zqH)@n=M%;;Rjpm|R4b`e`HSNbOhEaD7Ek%&zdC3uSUY-`fRaCXnC7PzXRm{q^y%p9
zQ&z~2<|5T^`Z}4UD^Dd=7gtoDzWsp?iAYH=M~8mR!!~__c#yGlrlC+9HpKS!@Z!gU
zMlgFCe#z!<dyLU^wihn6Iu4&RexAVvATVJxWV5N~>9uXdYreyOZpuDc6Lt+hF^`h(
zb&pz60kN3o09Vxo(8>cx?RUO6A=P>Rb{_azCi1+NByY;Za8*Jt7Q;hCFEK1iU$tQI
zjQs6cFIh30;V3r2o1MaCdcr11xRC6`nSvN}B-F>{F-|?o{#tj5m}41oJId)oH9+#U
zc;mMgJZWp5tMR}b+t@J~mdTGH_2pA_J8xWXBncUPM}|u;kG_mN<~-oEPe(K0d|F|3
zA~P;k{?dq>2NIDD+5t)35j0MtTE3>RqlL+<qU+DHOwEyQRGe|B8%5INGb`t7m<_1q
ziGHq~&JvwY40CTXJJ4IIuz{+U_oyWL$CY{R<-4D)RH^H7+#VElHFw#az7aebkVsXN
zJ<V311!xgbB#6!-<+<+KKtYV&XvzHj2V^^Dy=TuTR&?eH4R~vDJfZ`Q@IGhLi8r41
zH#;Z{jy~0KBUQC><r&f!(La?wMq-s4d8Cr_9?EI&J=E!*Z%IAC3Kb37hmn%kX`Z;%
z`m)_himcA^2{g35P)E5P{pS6>h(i2zJFW41LJU1-v4BMVqX13#7zXI6f$=*GZQ2bc
zzr3RrYM+HvjM3{fGt7z{Hmyp#V~=mV4JLYXh4{A;jEiSa(87tu;TqN@^}4RQhB8_$
z@E3&<ND+u+q_moUdqt6<fA+)9!-o%;t4uN<dyZ<2S(koeyMTmdL@vvX$`~W(eJj0w
zmS-__F@B*#;zS8SNqEpu$_r(>5{_&7#lc#Et;jZZpQG=Y=|o<|0N*Ni(kb@`n~mOz
z01umnpga$t_a`~+fqTyFP2fqhH*HAxqIXCO-R4SW|Gt&UhsaAh8^-N~mj<$aHT;pU
zwZ*w!XqIh>2|TV^xqk)*%pa8}+syB4&-JF7jn&D(a6~syz4H!UM1>wLe>Y^-X(Ewp
zokmQaQEy81AV?HKd>E=%6r95Zz>ITM3K=cJ@0$SzoE=f7DysKAcf|!|q<2e1l?Rdd
z{0P2M{R;dDlHZk~coJ|tg|H6ig!TIm`Xz3HwNQmAf8!!gkL#txe|OR-p;zhQDk;Qs
z-droSK@UeKh-Tw}5)`9LO~U(<g2X47kCMwghWWz~+*UO<MD`6%C(o8d&JG}k)a4X9
zf(DRCU9ner9E>l!sTu=**5sqKl8JkR!I(gV{O9Q6iVWh7<A4t?+9MrKG&nSGTUJYC
zYod!~D$tC|oMNdUTOgNsm6QRQ5+2!)8j)urOIj6j6c++HFKI8&$=D^1)jmu1uar4)
zAK?gl%xde8jzu_ei$Z=?4?a3(?Q-o%4{FM79y$<xK6vQ&$r@lptpVGA50u@E6qQda
zZSlcGm*_0EXmBtaj)Dl3fZfsXN<2hbZ~qnggwjdIfW%&#V2%p9&o<I4T)dOhX&aX>
z_b!JV@KAbuqm8&_)?Q^}b`781t?9GEmly$HXt>c8{cZQ*MphI*y7J=hx|$_Llo*H3
zkI^iJuu*Tl`5_(j-NND*2tVJT<&ZPQ@#-17@?i_BvX%T?O<*^a=|M;DE!J;oepKhE
zQT-Pl)+Y+Lj1}xE+nGtuVcY}lsxpexXkSD^6QgJ)`!t6eUzzG_e*OBV)VS2RQi}Mr
z#^y6US_*MgOw(#|e`GAo+wH%gLw+oH)n4ia?x{Y+RD`o*XoFIp7*EE!)O03g58<>>
zMqY~~V<>+BVdZaWrJ!hCG2lkWM1A(p!MntevL>o#uV<grx9r?v4W9%vQ6(8ZCOK^O
zYyt<N4{Tl)9;T_h_%k5K5CwOF`5M~a?;C_(>u#H15ZT5)Aa?HQ`qojLY@kyZGc~8U
z8$xO{3+U(scy4SQva-AfjB*RBO|^P~t*9sh&#I%R<NmP#K8kXqDdpS|S6^en$JoHY
znp8{J4#B+TzC`0ih^M2^aqWYvnO`OEdnu#~*FDT;n~Ka>0;LbM*i^s}LeN$ib`Ez;
z8l=@crY<14`=TUDcyxYCKZ;>zRpaD=q}Yi9!4Ue*p5qDC%;Dx(H67v^ZE+qu!+vk4
z10hrpo|hv-I_rthtRf|PxPlHl%X+yr*<PDO31Ye$V$Kk7=n!b*j8O!C!T&SiH_!v6
z%9mh7wuxFKN46Kj{PEm>o*tcymu<s&U^62_0<#s~%0f9!7q!NoygyF5xs^!5pF1wH
z(cTf_5m!<Qk$M+ziHt5MQ1gs2C~@d+lDRh=&O?}pJt)ILw6lcU2<ugWQVB2llQ+-U
z`hrpT;#SeXEFA}rf)kTZBTOX0l%MHg=I($KW?8YHh9*!)cw#2NimmRH36?u-fU(yX
z&e3D4+)Urz+A)==x=(+v16!0s!SI7Mu49;y<MPa?nl3q>Q{~_^m=pB-gn2I)R*y;b
zhco;VkxIAo^x$Vg7g=bdAj)I>gI0;UBh0i(1JyOV9&q-PijegB(VyRfAqgj8DX5d_
z8HTmu?yAzv+Yhm3UOXH8nemz33&Rd=kAo#JwQk}QyXy19rvnMZL)eH(Pq3u!Nxf?!
zN=!(6FaC{T=@0Im;T_z^=fS*&?5)WT2ElwC09uESYEW9$NfQ<m&Jvy=(aHC)mg${~
z!0M-cJ?#{NSEAFCt`p+S**>|X+ChB}vK8mqv+?e@!tRl9s8xWWo70U*UTs~TnsBWJ
zWmqNpn3(r@lYdjrTxi-M+MF5Q@^QnJJ&%5Kz=D}EPy&I5R^zLxXSUyWf>GjkL*X14
zVqCaSpL`3w_jxTM;1r99jq0FvCpG9r2~gJhAoO`X*{0q(P-gcJAl%mvDyn&4-RTSO
z<(ZK!Q52v1xKmrU!=U{^u7?@N<6z|p{2l4Q(h^DtIjV6xVk;Y$vtCpGN^qlb2^;&N
zeh)Ca(rD&BXp7mhuqEbej-$8i2z8b1p<c=+X0PZSWlW~shi>e!(O8#o?-ZS4I9hva
zA&L!`0W%uv*dSqNQa-!EUoz;-_=~^d@t0NbC0B0|Czvq(gPEr=wRuRQN*?+O#S%$p
zZgVSj_z_gg_weR>#ovh3ulBLA)&Zo<EFjFbpgO3IkOM_#`Os?nU`Cj%iVT#>Q4-VG
z;R$Jj+<DhkZ#WYJnohzY8G;O+E5UMafWL*ongeVH0WRSHKeTbaYzxC*KtR2z_YlB8
z;tl$S9jW6|ZLRI`!=`1a)i!fv^wm%@-EVFWJ1FB5hypyhi6e+f9C#WXCPlEMXpIfR
z6RFo4r_x8=lQPDR<-RZji{p*}k4~h%6v-|@fD;vR0qA~;U+-I^B(5Z`(y>1k6kdtU
zL5!Ct35R1H$5s{{ms8gVYu*^|!UkTdj7*!Jyc)|Y{#OZgE+8@cs*3y6(ZFZ`_pPGn
z*V(mA?%Q0-01e?Xc9<2R+k;Wzn8XHOIkgp^0Dzbs0Eo%5iBE!|$Jr)iN;0hgZWT!t
zVsKGY_kDThJ<G~JK&thmWeF2-pQvi+>6-n>^nKhH#_qU2aO3_i#Q=OTK=c~>9Dx1(
z-;;;(wwo;<ml=c~_8e1j>1lCGgsZ3f&a|K>h0tDZoYrR-ZzDaYq%WQsR*inc&d$A=
z%5Et2C6{4aajK~^8;gkaX4xl%I*zIaF;yOH^E?iS`cKhp>a|ufY<tWA2W(e?XD<}G
zdWfiBWWrNR>+yh&l<}&uNAgfkOnAIuPb_w;DEtwr@!zaNJ%uRrvLPm%a~tlm(>Ue~
zcUVsnUpS;dc5R+1>ywlTQ$Z${o-C*nAYZx3<kJt~I++SNl3%cjSv;6aK^yA^f1E1-
z8q56cMu3RV4y@fk3ruN*JW_!z1w~TG0H!I_vvd$|<3*feLiq$$Bt6aglSDOs3Qki+
zHuUEJk)%9bGo%fcPB|TfsM%1oNu9JKrNdtE+<W=j@EW1ec&3LVThv(}+4=)M5ClQ3
zNz$|MOD^7sN=$J5M5d7Tdtr!@5O+y^0(tm@i{9as{tJcV1&n-D@r-?(#t%r%RzWyU
zH9r#U+9M}AI9c=*i0Nc=O*=y)5;!nR8dChQH=ZKeQohfb;7+pUOc!M9FR{m}Etcv2
zv^#LXOrlVYxRN?CJhCP)1*gx@#gjF^Ik8bIH(<47ZOw=w5b!CSM{0Oj>Rw!=pZq(&
zcdz%`4-7%2v04BOn)vbfg8*%m90uOPH{2h4s&I#W=R|_vAoeU7e3YfF!G40tb6O&X
z@?HGEvi1o(a(gBjG^soFn3AFd@6LeNMZi7rc7(X*m-2d9kGD^2rmSshzy*-OCu&a(
zP%~lp8yue29ku5aZ{sIio>Q9+$R(sj>KpUw>FprUMQV>IdT9-`qKC1w+V$L$dF~vF
zB?b6-&7ho|M?Qr!=y{4n(}x)7P!owF&?>myNwenJZ?@QgbE>YPw;p~Eww*@^;R7%{
z%gmCjLCj&O?->^jnIaoLEI4MKk|%j5Xs@6)fA)1KKokd&E!X!Qsa!=RRGa>BJG@<E
zaeF{4yB80C8h+TfC>+ZohmFSP^r<WIe5-iKlof!@P>q1eOQp`wqb8?9dbdCJX?()b
zZunR(L%%Kal?<vZm3xLKNuU{4sZ}|+8e^)aXp*IerSHvpXM9HStrv%@-+}plWCw@7
zW!|_+;<xGepI05rk-gLSs(aUWXV7sL4kPBH438|r3hTFUs`_J_SqalHuW`kw5G0v5
z!ieMT*V&$+^P1(;>b*G#CMF`nGgJ;Yd){%?|E|?^f7$;!zZ~_mgn$V$C#eN-!6&71
z+zx5kp5fNnB14*V9c_z)#Au37R)}?4mdyge)xlNNdFs$|3P?$GGa@e0MoiXb9Hvzi
zPe7z5W(4;X#qh!TjA`BAbwXOldZ}{c`%yOmY9BvzT20yhU9u^w6M@H(^xGQZ5_D6Z
zF5G-UIuaGj7FoyK&v`ETT=E7kpn{h>W%^vRK>G`SO#%EIb*I{JA+}v1&vHlUIAMVd
z>?ZK63Fh{?t@rdNPMiGvX^NkJ6|NiUwoJ3$*}l+GW`MGI`J;bhvoH)U&GOuMalXu8
zd3m_x=fT3}vct#aoY`{{anF3u{evU!ioUSL{fLf=1a{HPLhR_~qCy=LTu!9Srv+?2
zc48Cp#(GBq_h<SW)mbwN!tmWvNI%}^cyw5Gjm3dS$-uf~AwaL)++uH&!7)5(fpL$>
z&tl0w=sI0;W|>ofM;x<cU2u1eRVvxrtjCi-^4<!&-MT;}(DfnrOQBEq91;RFCo$em
zmvTTMt^p3YsSxmBa}w&_{Mi-k5cR`0N5Qb7>8Am_!cm)Eaa<Wf$lFWmZ2FD@VR0R1
zDWtnUc%y!FhfZRvg)fAMlnw6EIFiGjvKJ;sMY$_P;dPaspp|UP@JZ@+LJ<dh)Hgo*
zsPM_I%$d1OSdKK2z6XZyQTAA2(E6au7wr=FU~3eJi2(lN$0pKNPdkDJvSTc_^#ig^
z{Nv5IW~|R{Ys~eN=O#<%Z}$`^J3G5_4%5$fPBaIc6mUc_O|Gij4)zY;$70@U1DWL8
zj_-$ut!@sgQyc)E<C0j>?l5tl^4pR?H+}8$C%tg}XQ7<kz4+#$T^+MzPH2u~PX?Q5
z`}m=oVDXcIc7Lmj8KfQiF*&pIaBAwvetqR73sr0aKI2p;RTJbM*$cr`B<cmKx*<MQ
zVo9uEUz`BmK7JnA#va=j=^s0W^vJr&S3+)EWKvwLq&-ueFiX}J8cy6&+TUVN(jd3a
zLOoS2&BmNtvb1F9*^GI5sp4@(JD$$={j^vo7}j+sG3^-n@{$~q20U;v-bbm%B??-d
zf=*H{^H&@B)c)RghKq})F(Evo+0>Q7N?~|k@O6JcL`n5CANgD}SFqqkhC&CNj$VCQ
zJ-n6Na7+0N)edt07{wbFX_Dg`JNO-3ZIJaxieUhVV7}0f>?7Tk@6af(hssq5O4XDZ
zym(;q9_|NS&m)=fGE-Mol9Smvh4<AAQP^yVFr-aJUd>+hHl+U)42;i2kn*th5Hd&I
zxnS`6bP=PinkeI!-<J)^Q5dsd{YW)wJCHpvl|&H4tt~kmY&~?l5Lte2=$%x4&MzD!
z{lnkWISv1~;paf9!PaZm)LY(#!5zW<DObLwbF!H(?PJ{@m(SnIZa8iPdgIr%NwIX~
zdITz3T<vS*JLuxeh;FKf_^v}e-Ab-aczqOd8U;Q#5YJO|lsw^QntkIWX|NUs990wa
znf|z*kBa9<n#P6nw&-Z%xUm&>YCTVDGXhf3#H*xZ84yM!ZZe)CA&MXR0Imhm5J~CB
zgZg(ROzsIjKeW&X*F_=|DowOWB~)u^d*6Q?<tTw*1ybZ6Zp<$P53#B)*+puy+^t|y
z4ys1Pu?-gjuXPatgCvS{Qf>OatkuoiQq$_eGjqDcULQl<arma^1ad+3ggKil9PmoC
z)oE!XAZq4JKf()ueSxQMtRp}?`z3Rleb6*Xb(---rr4-IjIiO9`1K0;??#b8jDAUs
zWmR(6?<^-vB4|(6vA%g*`A+u-uUDFr-0Ro+c)AtTS8{{d>eQ&|6uQainBJ4F=l1JY
z{cp(*7FL%EZWjiZ{RI!X);pp20iwxNRDs&bwa>V+FtA1QOwfbd*raoNx&_unFv}{b
z<uxa>Z<pWVK5VxebDL7`j8V3;bSq_!de+U~^9hAUcV#94!2oBu-NpT44sb-~<ldhF
znUSEN#{jURJ!AH%Rnz=Sj*RM?h;Nx`fA+aGVz{%!IN#3HhVun~?(ZwY;k{aitW5%c
znF~RAj*DwhXRQR2Ox<#TfJ0;)-Lc{3nI_rNog>z7Se;fMc^d|@4AsYJh2Yy7Z>fEh
zMu|;Q7J)9>Qy2}e21w&fEne7<s;J@rWv<_S4m&v3#Vn0~t*$%O<Zue;L3|MaoYPs@
z*gn;^PebG}af6&}@bbCfb^2kg9a;KEk@_{VxoLyt7AEcF6c%!axBR`X&aU<X&tAfq
zapO3^ZjV!sBi!YdERl`nX2UW?oW0-IVi;dSmP0+hu^YBKDy>9N2=Sk{*c=+?U%*0m
z-yafiVvyxiFn;cF2ILwVcBeig0r_vKg{t*5G#UOFC&bg-OF&atdWT6)QuOPNz<TF{
zK!7=;U<3Ma_5i)ecDW<UX2$;&OxayLg9)NM;nXIf_9sVBM1!0+yag2MYK9}wFPT}a
zh7anaL0J1s$_{P#YL2khZkDJap}(J&MkI>j0chu9N>%bO6(v|;65I$l<^*_7YFc)I
znn2WJ7R;<JgYkDB5RM;@s(-S+3%2e8+OJ}8S&1OqpDYB1VQ(qyanYLU>K!NR1P`8Z
z$2~M-@2|{^C8B!OA&^jVarp8ZP;&xEVJdm7Ooz5#s$j$0XK0hOe*#-7#I1-%@Y@Ja
z>8b#nVOzT#$R&$sP(gMU9RQjMNpjZfY<9i=DE3>xs3TC`EIj|@NA&2Q@|dqXl@I$-
zl0^}*AaoX-55fR&U!_YPN!-QEuxkpX$?^Pq@05t3o3JpW6;@+>!E{8YkVeLxVtl*+
zi2X%jG+2bm2uSF8{Vghg<xm{O7623lEv^N?`_<zewP6XFE256qFBO-qFQ2P{s6cNM
zr4^`bh$#g%%Y)Jn{Ga{0;f3ftp^pqCM8>Ot1WpxgyjJNMQwBZ2?hR~0Wm9s7aTG7_
z){%II3l0&lt)4B5uLlZRy7$Ew33W@4B^+I#Ewcwx>Cu?@7Kra!X<e4UIUPLNr34f+
zVa141YBqz`;9`;s&;v9qleU%d(wbV40|I_y{M{-Czi|ohadj#{GixQRqouO3ph|I;
z;m^MYPvZpY3j?DyMehO<eQarw^s_BvaPjVbq9XgH%$v{QtJVJAj%XIPD`)_ysTyhR
zT_e=>#6i?z*q8N{7IZ%`<pH@I=U4tmcb^?_hQdVO^rIqyTuvn@x8?p>>&9XWSy96F
zF#SEnk;T&^fY&I!9E|c_0m_UXhpfFvA6{YoeQxTAU;^2_0tihC#5iB>R_JytWxN9=
zh=FxzC#`XM14QL6E2cvHD!u^Zd0eo-pcbJd#W<zsfp0R9l_JlVTmom|M@U!{TB95>
zccLZ(jL=$u$8UmL0?HZ5(_k2iKWEbXGxi1-Vy=8D$&Ahoph`J=0t@t1sRB?J&R&zB
zQ2n_c*j^Ka5Z(J$+VyBpbN(Vu001qzO-AnM^1kg4fE8V4AH%(SBjOo@(Bh>%z@Xh)
zQvN7(1XTQT4mJQ;tg>515YHX#M=aEOsd2eKQff)$zSI)$D#5}YCkJvby*etRKvxS9
zazG1f@KPMXc?^J0)<D3*5s=A~!-HQhVSN4YXAy(@(Zj9<0Kve~J<uGRpA6`U0y&%D
zjzEnn#0Ss0_qWcgziL}~$Pk;_L#g;!*PVznaAGZR+T)MY5tv)p&T*CmBMk~s6h67T
zd=~$^mcY2z=8R`RB=(EZRzWDLukq6bP}OoO$QHOh8HP!T?w|hvaI41^Ko`>@s?*q0
z|LaGXMFJRDPRP#vwyra<KYQhpIDfJLXFwhiL;{ooL|;;|*~R7Ny?X?df9^1N8Sqe;
z$c{BovB3($zx_#{UI|)1%EM^(0lLy@__Kn`^~Eo=<QK{J`<DPxwAotiZrPg(AllOQ
zROV5E@3ex>0P!vm!~=1fMYgNo0DQL&Qs=1Rq=p~&o&Legz{)X21j=U{wrIBi0QjP-
zTFSrh2<$wDa8VH(xoEt;!tg&&6;vPa;F%XSe1n+e3?c#eXH1L^8J%dLH)kzRDQgA*
zYvyuI^E6<0dLPnoIlDgtX2y5b$+KY>!;Yxlb_?p`v<0$WOCj`r0xUB+0OQ13Ir>O7
z)c&q|dUxYqzK!#@H!c-Gj=l=~aJB~{Y3aTa`=f#QhMFoqK_idhpZ+M2qyXzy%-2Ll
za0wtwT6+`NA5{Jz;j@237@t(oX{eG8D=>;@#9~*1cQOl{D48mWVMYe*int*}hciGt
zsA-ipf7A9`9T4NH22^_?qSH6?Ij{b=x)ZS*2aJK|#MooAGlKb75Z2KkW*1w0iqHJ|
z$DE0xQ5^u%Obyu7jv5g`H2c8%qkPu|ZsG-4*sf#%EmxilG&5gkINhmaqz1#~hXi4e
zu7SXj^$ft7a&V~?lLJM8RD`e)NVaBS&O6P0ixIZjV11t~1-aYv4R81AE?)j;K}{(T
z=fLL3C`bm?XmZxVRj$u&a}nl14@*>36ji|K4k!s*OTR?n^mS_QW5p+_?`1AXBvf1-
zb-O67*nz65!}#*xA2%@Y01+(5FgE#AAnaicBbF&?RBJ%X(I5l+fNRyB3QPxPg$6*{
z$4|qQAI+-=v!p9taExO9ds5{7aDw|lDP?c3?o5ZrZ0KQ7N#UQT{}Vfb_r*t*XQTg=
zi3dJF(J2HcV2HrQVkA$XUDgz6T+j*An<G>8f-P*OeN}b+z>H2qT8ed0Cry|wx)U@T
zV1gDyT!9ECiWE}ak*Ls9C?`9lAVcDL$BpA~uABpaB05*X{Fgsk4_#69SGxa<`3jXS
zkj1Kk@dOJBK9;f~GhEYxCzVb!(0{q8a8ZurUioL2LVYpC;YtOZwnnU3xt>2jC*fpZ
z*pq!PEoeT%zyr`9?{5DDAf|{An6fVeOx4Hg>EWZ7P);rgrT2Lzke%x$yPTK-3T4)v
z(bRh$^OtGUK;>sf`31}9h?CmtpA8NRe7c~b>tGarx)^I0MhxuYVYpM0%do+Ye$i9k
zq^<CWt_ij%zAq42`JDWs7Z`yNudBljYXHi2cpx3Qv!skGIoIfmP($$P&Z3D%K*{Vo
zsrLZ2&>3d?BWO3csR!JlF#M>#O*K#<n<#nY4Y)2&AUesPHqD9v1+V@YcMRo-KkgQG
zVb)O4$@)P5Rzs^H-M)))_D1c`n+$<v<{>)ozW!BR6VE_{fTO@f4{${_j7K_PhCbQ`
zc*6bMRzq62J#PHFdmW{+1%%Cjx+-<EfH2v6)B{D(T2T9qyzz!fGtKB4z_plHle^3e
zvH*<H?v&;C7ytaKG!2{Ag<}PfjSINm0<cdhx1!BXoeTiUjDwZt;@q{r7W{o}@KJCc
zTL9sSppEAS#JlV)Kf%^_&3_T+)UW+{-HAIx(?xRtOv^ZoQ3J!pJGZ>UU`kea3(B-l
z;UrIBQeH8R!1Oe<pgQ3>GHgvqsQxc*F%>}+zP)ld>$UM7hE2Fy1M07JW*~uigVY_D
zxSSM%YhqSG@a1nT35+JWuOxv+tDPlamFDEqgtv}L1Iu);31}@*s&=DO3JVs{h_abo
zE-Ssed&qEzQsG26K0vgaKD+p3yeS&u1ji{%fhd1-qQba6oLJ1XLpUPYvNVKwXL^Yx
zALpNS?s@>^9$e4TZ?8IL!4^;+iw$~y3ya6zKu?Zw6SIGAWpDipzpx=rqHy>7%@bis
zH3;im^bob)wxJ5*xdB3FL9!9S<nai+H$FAuYfN9@peM*32gLSZ%IMvr+V}*JcW_17
z?CQUPp4(Q2i(yBk(~d?ND5rF<=J;m+RUQN>)B{^U(yxRm-5wwUvDBBz6{@|kur&g<
zyt&;I&Ht0s6Tj0J77HP~3pjU#f3M*306SRoe}hhjS3jPB*EdiNg=u_QkK`%sjl5K_
znw831BM)f=JAaL}dV>Zgp;Qg9rX67B*<ep#{<pm1NCX*Q=>vA9tbgm<@eu^nSsFBf
zF`EUD^-X!+#Q^z0v0ZR1n!yFjVYud#&4JSIA4gmd^#uI7ri!;a%D91Z;QWP{g41zh
z-~*GK!<Xl;8@#W#G;v~qp%G1|hH0GF0DNm#Nk_aNwy85BK)oTr@RHR)v#@^_z;CU=
zMsU=$`X1X7>J36)jJ=HHI*hOB|JE?IqAns(uEMAQL4FOuVo!mJu9GzY<rVECyh?(7
zDx(CJysLYvRR1$qV^T2n_?<OnT%KeAvI|TGmcsvjKb~uAmUNUe3>|2}^ZGj>ggmqn
zoPJOiMC*dE3sX|G*BV?Oc*q$k63>H5BV!i<iS_+7NDpSgVxx$0?wvyd0oT6;V~P$r
zKq0j(_D$w@`U*?LNkKu~kRn_8?x99VfZf=xpa0?CBQB?h6qv)P;IM?t`&?g|pCJ5!
zRQSf7wOVNMpT<T1E(0ycfdJ&#{47vt+ycH#n+M2Pl`D0R#HdR7T&sg}jJykgNY=n?
zRvnO!wuVVv$y5U^ljlU^U60kA{-jZ$?k|l9ED7b=y2$M$EWv3iE{~MVXMlMoQ5$Ly
zg4$3QuK#x@CWz{GK}>b!FXS}8lmR;gvM)Z*bK5Egvvv8*AK%F!Kp-J|xu%uIZD*o{
zMeVIhWgT`S%Q4VBTwtv|5C>MJKkynKs4OCPl&pMs@k7mUl;oci6wi=`rT`sI>v(Nv
z6ptxyK*jvyNMZXh2=?lN7Pbff?bs;__)~1r4HBj!3XdK3pql%qq|JfGJIWs&3U|yd
ztuv9h86lqW*OzB5pz5KjUN@3G`s(`>5j?tx;*gyv(*%<f2z?y@T)K{w!&sKILJJ@^
z|9!W)<N{#pI0KAk+%(X4n+36$wgr3j-5VW1hg}J}jhNG2U<$jo=g{Ky0g!`CNrnW4
z^==M-uJOLU2#m$OlRcB11KL7^&#}K00_7@fB0l?U82N1$N1ANV#A(1^01aNXe{t&w
zXhGV8aLmRwGu%i}rW%CBb!Cl;7XQ`+)b}g4E7%M(K<SPQ-NSZYcvzN0#i`-R-2rM6
zI><wlb^`PG|J?yUfiDo&tPi^%73&5TM!4baCwK%TN2P_#0Z{ylNd}KufZ#Eg7L*g>
z3lNe+01#{`<~9_3q>_sb2R}or3uwEU>0p;>TQ4;FM%H(jSA(C`_CAct{m%u5LiM24
zAY!Nj%Ba01U6FiQe>`0q%nr2aW_<lm$Ey&>72wCo^7n1Om|1gCx~<^w7`CJH0L4UJ
zRfI`%L5ISsMhIFt7oB+uw&_C%pteTWfS|MGY^-xVZ>LWJ4(%L9KW5kjV|&~@U~yN2
z<P}yh?6WFvLb8Tw$O$Tr{4E^9cDgYlELvZXB3-5o=lkPHt$aZ8Vs&tT^uOSaJg^Zw
zq`h3(L}lfLL>er8HqawWt<ROlcn}<~VN6^ly_u);seLRI?sEJZkj(5sXOy?ClBNY8
zSPDL{3eC)Fye@_6FwAA>N43Hz%M6=9*Xlvx2UVVb0UH&fx%dJA17%GEI}1q%dZL;m
zuijbTokDX`gHj9E;tQqN|2<U_Y?#D6xizPpuk;nr;N`{hgsozrl<lb=VZwA&3CwPl
zh3f}v9LR21BXIqTV<4yNs5bz8CC;!;jPpo}w^w!*w>OtBnuhAX)myW8078C?48NAn
z95@x#zXAwmxmobSmx0osArDYp8r#))^gkXqD7?bLzy)rBS@Cl;EmM&FHtm7qP=(t<
zi#xNx1j|gB8iYo{aWnj%-P<XBmxNaigoE=1Sd+5;uK^I;X-|>%<GFz#RNXuCLJe9@
z3}H}Lw06kY0CB*vzw#>30mJfmHl(H1YY(!6QfwenN9Y%L39L6sj3bdm#-F{yQ-6p7
zD+Ron&E@>hScpR3(10=vWhI#HsrslO%y)nr7vg2x5lOxcM8~;YKxwM;K>&Of><HOe
z447DFw~yxk6B|}U_kH+$1{B9@3R)#Xq)GG#GQ?)J%uDJ0PSsEkHa_<Pv$Y75DSO>k
zAI;Ir`SB7cLR5c00&csyX7L?qbq-Ue1CA^3Zs5V5=G1^wvKgQnv~2706I9(CLEXe-
z-7hQdZhPLnTOn~cgi`Rf*khVxs(}{9lY=}Mrq_1%2E<c52NXi?!Pa-ZMVyqdH8C%s
z6!E_`0TjA{8qsDc*v?W>!WVg$AlaS;xb`)vNHStA^LCGA3^Ly0$6vpip!!x*+jg^5
zR04@K`U=5|Tkyu$BY|A?jORt!H4aSs`}y;rOavrM;Ek)M!Fwi`(Y^@1+qi#=AMT-W
zQbs&rX-v$)`9C>FKaYHSbDZ9!7%bHFcP9nIcG9`>=)?csMut4p6S$Gcx*CJ{B!;6N
zt_4uLo0AKv7*T%llj}w5ff{?Af8#q+>kXJ<z4Y6DRFJ7SfSQdjDG;|Fo0qXLL{xt-
zXf~9+V7~>bu2|MD2{qo}RDjKbNIMH^NW1EZU#R}eNT9y%)CV9V4XBH00GXHa`vX!?
zTC>HaleP8ODUoK>riU3qUv8Ld<@U%lkNhu47(j!{CUX~pYyc#jymYZUvz*2~39O;D
zASJ800UJ%c_XJ9<C<I~1R0A_SGo(sdQAF%CJW)56Scr-<H^5Dz$W#Ni{}4<H(t2Yc
z(;7T&^gD|!R4H#2HTLyy%MrL*(K2e=F2>K5=~pZC`cB$fJTcCeFKuB(N1mC(xBPc5
zxEuw%?(aXtUUB^Ibqh-^fT26bD8Zv=gpzYWwI1(Oy)mNuV6mlT&K2fW7>#qlD>Fqx
zR2PCR^hyPh>vBz}iLme+IT2M;1w?R5IHymtv97?FnS)K;uQ*Nb->d!~FeS;C<Nm)_
zjo_=Is?jzJ>S~d(H=91|$U|>`<?B}I0y_SY<p-o^<KQ`#^TV$2g7nq(|Gd$fq|eV4
zprbGg3K*c#3HwnU$UmJmLOO0-VL`A~57$1E)pU~3uaTFT`(7XrnVo_OT=7BWs;@Hx
zge4b%;dK61dlb5SJ#yccC(wQmNKM%D%-H&0f;PPw(Bh=3JhV8c_P^u-Xp@ID0<F&F
z&?72<fiAlQb-tnG(c!YY#}*-__lcX#l(Y4b?teCELmjagP8$SlEhV6%H{Mq77wYBG
z<eV!^S!o7#zzqwPJIr(c3zT;zL2-j55boL$B$f^)DRxrvbvw2~<y&9#xwlFlRY)N!
zmU;o16^yR$VER4ZmXX1@Dt;MsAYxhP0DT46UtRZEfnzOe@QPWr;-36d!-RRHIcN%~
zH8i=F%*=JUdg_t-!8{l_&`A5`T?;EngPJKH<hpj%<?L6Rmk!InO61+$r3S(kK`Ft?
zW@Y74+NcB7F?i@{w81?c5bkis_(h<@qApG2L?e>l(Ae3B&|;nkUZ`y)fuIv)G8K^1
zVU@n}hizWLa79dK(>5Y7rf%SC(Ec`1qFgk?>m#}i3wHpG-brytE=_RKt{?Ey3#m3h
z89$=AKG|#Hq0sC99xFD47LkpnMdG=t&tq~y*Wyb6_1@r~eDkq@8P*Sbw_fZ+Cbw)9
zfBlOwK_W-$3u?P1<@ftlSJ*=&u|<FnN4h(T6ml<51`zZu2x@-<=uq*~yB%-1`3_nc
z+qRU8P|b7@L7&P#kp8G-&EJ6uM=v}oakH2Oj5>uLs~?l?i;o^TYrBK{s|0nUD#T`x
zlVNLVE$tlvb=V*e;7Dg-WcGT)g24vBqUS@@`P=z)XG=`!5ce8xZ)DZx!5h&j1s<~o
z?7JC|?KUKSEv&wCZd<UL=dY(Pjs90>6VKqm7Nv?hm;-qNC=(PvAQ!s|#(7W;JV|B{
zm-+WakSn-=`U1Mq6D5$v_|NuxpK`$btg2?rQ3VuY({TMm)AO)x7M8}E_jIxJ(GqRe
z5C%)&X{}L!a&6?Xx(2LVQZ0eW*LuBxECRh8%*?(#Yq%v>eZJJ?2u=jhiddCanErWR
z*!oJu@fr7BZ#oXX=Q>zo*ij9($}mgA)lpo*pXyH$ENm^ZQT^Ng2J_qeXz&H{lj&Qq
zBf(Fd9$>r{g1sY$|E;y<`x>w{4r)^{33h8xD94h4po$TL3Ikd-t~@VwwhKXX>hKik
z73F5|RYYH;IR@>hyD9BF8ZR`+E5Nx0-)R+d#YcG5F+v^Jre3abEo*-aZYV4QVJ#mJ
zmm4Ed`P=?_x4b8zZ1GKv*lP2L;r9+n{MLg&DY35La(`zi=B{ngR0CEroK*W9`agFn
zo&g7ubzcV6_>&2ysE8R2#*VIJ_4gfo)@&#Rc>+L@t7gaST`W_mKg__Tf<g>6t0IPx
z88zYry;TTpob9)Uo9eqr93+4<;@@r3zv_UT)*7&!9YLt7Lr9pT!6FD&=?sV_RCrt}
zHTo6rlE}YK5|{}J2uxHZBf+qU-Fk-C1=JkIR%o-8oL*JkIUgNSy(Q+l18gDj|Fd<(
zGorB7fiT|xW9qA;qVB%00S6emyFt1`=@#h_q>&U5k(Tc6P(lzSBvd-3JEaAc9=f|5
z-aF6p`2D?W&C)+uvu5UV&%O7Yz4tl0W90){d1$=k-6Ys=_0{A!p)de*tre(eQ8WG6
zaqmWNg5#mj{y4Rk9GS(V8SVM5i_SY0_Zff%De>s$j6;Z;1xdu%E};3+t|O{Fjz6|s
z`D97nUycMTvuGu(YkL)>Svk*Yl{K>;XXfAk?`{F*3KVh&PQWnp){}hhdSJBO>3h3v
z;?QOByx^ZAc@uAAJ(Npvd_t4xuWQA>n?(o-SU&qGM)oQ-flT&~@5N$x{fH$FCm~8W
zwb!dji=wF{l)4E(f~t2IlXk6QpY@mD>-qN8P$ifCkf%0Mz+eAleJf8@|AAq<$%uTD
zvi#W7=}PiwhA`Xc&H2I6xDrDtXY;E;@smU)CmrfB$KL*Tu9?YJmrh^0gq?o69Q`cY
zW$_XRz+tF&!~j*2%{^Hh;^6&lw!%D^WE)hOai{Tcv_(~L?$-<8JR(=g4)=2YXC=Nr
zLCEa!5R8sR9c&B}<ToC^sC!)+d(UrNnqqswg}qmEeBydz;-e<9yt^}NK2|lnEU=8c
zN$6(GHQaA;6Vts?ar`#pF8+SkbQm$d%ZNUjrrPI>W}@do5AXV>?J`}}SgfRg-@D1U
zi&p3R&Y5>3aj#2l$_~?e7}j1K)7WXiw`U0+z-_+!HG=}@-){xqfUln*xJUfn3G9BD
z;>$cak4^Fz5<*?4`w~g*O)mf|SC)cLE<PR$#r~G9p@iDtzWPOu3*ou^9_iwfsaB;Z
zQlYvr4!!^ZiXJ5fo<i03h1e%6pe<Etd28T<#bmVJ4aYtIDfht5qkP$q<`|Wi?ie8?
zu?{P?RnDbxvhVmN6gM*Nc`*WUkQ@G?EI}}q<~U-0SL-rB5b*6V{4OBd3S@OSsJF@5
zrD6HaG>yaFn74T6H9Ho)=!zjPHiO^Bft)Ek)#d7cX$26%20ZR=G8Ar!73=A={M2hR
zDt(0CD=)&i-9Y`83^TiV)LJyV%uS8bWTyVmscVJR%g!^lmO(A+OBt)^C+@ZVC6^;7
zsxRH^XRS4&amy}yKN`LZENk_5udtufY#uo5Okreo8wCj{t7lO-kly3$_q6-FbxkA>
z$KF>>_OpB0`Hq<HE%!APz{Igm5U(;16S~~mw5B~__dVVn>^dUr_irVZA8{6Nvx4JO
zLl7J-MHET@U-^TJ#2JD>&;zX5+M2<QkpG~Y+@|Xv=5sC8;`M7h0!1*xLnj)-^r^x*
z@CQwzY&xVT@k#n~ov7s>um9Amz8$}RXOFtOu_8soOQ*`boG{@=&_|oJ7=awKxqTry
zyz38%XX(>_(R*$^Z_05a5Lhs0-I1qvzz@F?rHMSF{k%{7TdMRTKS;=<^+|hOiLu)O
zV9w1=<NK9{G0vF(KQVnphwy^en5%#>&q+%6$ox9q=V>rU*!M|c-s+-P0obJTDQlZ!
z6TBup;&P=wteesg-Q~(yC3X5-MfP=1KCzkDL9;bN<du)(dkFAn%*0G!HLPWvkBzJP
zY7SFYhD5%U$~~CJn|Bs-uR0cbOwG?de8s&cc?pB7JK)t{daLQ9{}13IfTRil8rVC3
z864faZq#48qw0!XLij4mC9w!n-mfyfh8iz<r|DIY$NTOG0nZ30!8emUf-n0L?4uBv
zT-+uhYC35)C$5~3D7t{9xc&4BM8>HA#0MR*dFiG^bTL#+F*T`TZuU+hLm@2{e7q9t
z`m0Fuk7bCp7P{9{9s`6!NK`|lU}RZf?;TP(<+KvWJhHWMO`9IUVh(49Ijv%9T$Vfr
zYh29xBg^o1){%SEJ<2%(Jw!?(4#e5jQ_Qi=THtwcNhpF+H-}v2VN#EEfyJHr7bm;$
z!*r)N>np5+_W~yxg}vxvqRdv5(Pgm{4>={mC#r#XF5W{$R^N#R{#a;Q5yXxEcie9v
zKvF%jRlLCk+8H?02;YqZ?f0A27vzB|^#M!KKf=(yN7~`z_a44vRI5GqcwYr_=Q;p)
zmYpa-cvuzzUcC$){qzL^7mterz;2ZoB{EkyNhMDgVClvo@R*L@BIT2A)X-#`dH*0f
zRFkv};Eye{!MvkK*<CR>JxXXVD@V2A_m(G=R^hQRXWX+oC%a``A8HDNDdA<aOeylr
zI47>PDWUlIR1=2g*+-j{Ns2K+s>>!Y!$0syJ9&iEqszC}VL~2nQ$fc1yy3CLFY_Mb
zy~tR#<?not`7%40Q$!cImoLA+pqRIrh*<<0DO7l>@!;TX(f^LRQ8Os*8&6=wJ`2Zy
z&4-`0;LQk6xMgQAQ!c9hSwTRILQ9VQS-bs~l6_@tz3%9nyD7KGELxg*oVE-8(Ju<i
zWM=TIiIIx&c^7NZI+ukWTPb9@WaV43-szq8Ui5=i4%Bo2NEKbIkT0Bef;Lrc6~V!R
zj}(af8GLs!yd5!LmnM6#ujfn2bo)z;qhkveR>#B)QWhpK^Dnq1<n=hp9t_QWcrFUw
zWI%$rw#>4t0c+R&D4q6+V4bQb9p5Dza}d24>7`Hjd`PRx$hL(n-*wjHh31i<xnGvH
zZvG=ic-_8g`z-%|mu+Ae0|NhW%QH$iOV0X~tk;z?J&235n76$Q%`Nr^Q(W4ffY$Im
z&k{@5ziLUDY+h(~d35OEVLjU3cm<gWZG<9)LHQVI_a`b0j&doX_+<d4jyl=#B6+|y
zVq3uorGEw$`aSr~TP&1ok1uA{yoU{b_nea*zhZjMI5f=pJ(<8L{T)$7Na3kxEt?!X
zHb-AWQ+c5RC=YO!E@opS79@8wgx2KWDdt_OI!Y~)3=o^=@{Ot9A*hpQMeo0<F;3Dq
zVcp>~d-nPNmeUyu!Wy1jgG7LM=^{gb(8X!6VAiQkhMdlp!=uI})s$d#T9{XcLSLqr
zWy|QFkEI56Nfz4OGe|aJ1Q8^ow};9t)A%>4omsp(p@);0$H9W5>Kjzg@_rrA*Ajr>
zqxXg<Swh|4!l;Umo=W3m+QFE)N44H48O5`A*!NFACfV5tfCJ;7hus_*z<R5(l$N6i
zba+-8#JwxZ?APYYe2JE{y*$F<WJyj#!l+G!GFoszTdNsc`|1B}(l7)aYj|ggP=RXt
z+R`$de(o1GPn}3LdqnpQP0m948}FB%a{Q{=@V}LFU?#0;QLXBwDSJIHX=Lov!LJV=
zQ@0~P5c`1;$w-7402d@Q(OeB*mlGWGnH?0*9|JGW=$`bS^Cek^l>Ruyd=U@&UlZCf
zJrR&)EmfT)rBHp>Q<G%R8}%<F01Z@=MzG8x`;g4f#=lH*p(#3M9ITgYU5UR!pW%{9
z*=>HI^{Nsxg#y+I@?xPbV0800r$~rI=zjze<OW!~5Riy4o&y*rEZ8OKZP!IgZ2%8y
z7%#E$N7KZ&!;!*{3^}y_K0SEx&?Z7|iGmsxcM|vx{REdzd1oyCw=~OM7$zBh8~|Yk
zog9ZUb17N)fvQj)?*ix*WLooRdY)>z*`teGITi<4%^N1YK6uG=!7okg<P(RGknDhu
zbarC5=?B8}pEbIKn(`1(q;#WL_E``1g{Ar&AQC6^O0}w@$Wjhi2?;Lq>0Gn^3IWyD
zqxORI|Jy?VWv&n9+XEGbD=71fgy1Ihnla8?Zd73hKSN@P89W5S;$2c@(OlSM$}r)V
zBM5OTC@qJyqj?WU7iC2b#(Kp&4EEk<v%Z_kCeCn6HX$Jz(9tfGUF6(8Wkr?Wzc!f4
zoBL8Ic~99&ER>d8hu8wwvO}2QS9g#oe|C_y)_vhoC`;piPdSiD27$p=XR|#R*e`zS
z4HL~+K4ifr-OY;~SP*}AO6nhFXd7w|KLfGw8UL?D3&jgy^#;1Gjzhp13&p{QoUm--
zo}>m?13DT*g$zlSfD(U(4Z++l!HCq&@^9`9R#a!4bikC>f_>5=m+V!QzS4-uc5xs!
z=tzBU|1Ceo8Bnkoy#Q?86{^-0Cs;~RdeZk8Q1ERZ(takLqF$li8@AOvj1uDiSUHLL
zMP-A@ZwOcGKb;qNTBJy%7U|My-3OmYA$T)~fa;jy#18$$x<A%qdGLi4QeocO8ARwt
zb=L9Q=<iZ$Ga$%5vg{{>YktBnBAGLxAatuf2Sv)1TXaa6lNRUPS1rjS<Rv?4%a&36
zUCLiXh)J$cHI1cI`d&=?h>FbbZA#zZZIf8wYNG@Umm|3T-e|1Z%=5^8bFhFhqt^j}
zdF4xi&_%-i_vZtdQN-nM<3r6z)tplE8$BM$DpmY1?nhZ5OLor&`!J1rFrydb^rz&3
zH>WVtzPU3K=AaM{2Se=r3=de5Fm7$tfBU~c?ni*MBYFgAf_k|81+HVK%LMRfdB0UY
zrIN4_Y3f4UWbuJn%1Uk%)1>QvLL_Klf%HN!js%o_mA79SEu=lJyH1L}oDb(p5-xH8
zqBY=TGEfiTEeV$M6{HH@GW^=4gIA=gQ|*n?tl=2W9e@I(ipf{`D)%N#tLvuh?;eEX
zl~zv!lD$~=Ck>D#!i64l@#i{WcJPXH)D6b;b6EX0#wZ(1>?lnW{krv6o00ttYU<<*
z44&bZpWKviIlP{9_$aDbI@%I$2jFh`^nP{T^kHe{!Xo<rCy1DZHUYvpP}j6uyq_V)
zn`cKlHHZ=3J4Ke{4$#HV*GC^(DdXVHbuUV?D2^)IK&3~+MHN<2UkX|F_|32mHpvXj
ze=7TbPM&IhBp|Eewi_^iYDvoLv_PI2@DAUZgP*OlJSJDpgOPP-y8c0t-M^cY79th!
z+X?Ce`fjk@fm)^k*jR|_Stqst3P=cI3;iWzYHs?b+Ca_s|3CtkAcUeLy-)F<H*><N
zok<blCf|D?*L1BL4yn}xYQ{OB+1UF7x|XvY*);7N*V`F?<tZk11mY2)_N#XQEf<Ln
z5B;m9HX>G3E>6QqbFpgGe`I#>G7JPLP^8q2ca_IH$mLrxrCeh~a^LT31w)(|;cRmF
z16bh?um@DnWS&#~-2>uJ5!l^B;5d0MoNAv1GGTI#SQJds1s#3MWLkk>VKVp#s)gEK
zoacyte>nK02;2aY_L4P_EmII`l43aBfoIzgN^H<q0&HsSKe_&Kg1c=7Q{-;^`7YM2
zfF8;uM%JT6S?3{h*<;KBjS~V{Apv2=4(FHuFLJ<%=K|q*-|-dx17h+tHY!MXl$w6)
z7;=)P_yRx|i?0fZ!b;Y0N}3_8JFk1y-2Xz8KnYcDeh*OX&AY>R|2lYK-wgDT?dYK4
zZo-X+3h0-t^n{s<cGf(t3nTxYfNC-bInbc@aBE(cQXV#QhsS4RQy$B)bHHqM=`pY*
z{qB_W!`NlQ#J~9(z<H~HKe!i~eE~!UpQUNLqGV&f@??Gl`LO6WimxUA-^1B(0UeMy
zvhGb(rg~w#L|l*8!8UFyGJB3<5>?^NJ@6Cs+a1Gl(EpyQU-1x&e*qX-=^w5e7>&{K
z5c3d%|IJJ}Qh;M9xw3up3@%dU+cCvGpy74e8R>-y>+NL$25k?>H4V2Pu@v(DF#%qv
z_1D+)_j})g3(+|Mmiew~k2c|!zO)a;w!Y@FS=)C~ayOs6Zv;?q5Z^Uit2qNO^YqWj
zK$ULp@uf+Za0^JNxu2J1o`uWc*c_@9@8|<TPp6*&Deo@^o*Yq7I|j)y*=v(p0QWzd
zP<P$<qvQUKU3X*K`8+IB9PtJqXX|k9&8w|tssl7*OCvC$?r;x%A9Bk{P6e!f=7kQT
zI^hP|MiTbG+yt(UTI7Zx0DR3XgEPaTIXYdo*vrX#GBR)<EtJ@I4afq}xdh0HT8}^N
z*E#qsQ!F-UJLcTy#xwzm71BOjIo$|n&Hyq#VkUK3Q|8M_s#T-pP5w;1Nz%yo^mqQ}
zX9h>5mu_&gRZS6QIN-fZvAs#!;Vo?zB~8&|cT(f*Jt+|6$HOGE%}IL!SGMg`DvLQS
zb!B(O5#$KY-|o4~;&ZjA0TSS1Un+WXp!{8qLBlA?veTp8vhU)*ljdeTo$jrkrWgMS
z-FK)RCE3SNN#j3gHq+3I*Eo6c$edDXBFmcRF)x>l_u`{;-g34mPo87XwKG&oN2#IT
z#n$@CY-SgK`f=s~M-Lw@C!N-{RmKn}MBnGmCN8*tZ$<Orcng+(Z*~zU2qw+7U||jc
zk+?LfLj%|uq35F*GrcMq-vlX2tp5+&6_-aq9EE!-6<0@+02G=Q8c<&cTAStoLcS-W
zsE_&?kPj}V3wTjfeiw^o^DQ(t3#f=6;Eknhqh{sltZhb;fO-xzE6cZsGYF0qzg6tE
zh8lQ&$lG*wd4tW{e7P}eT~P>W=W@NiIUaF2?(sjXmh7^e^5nej-?Mu@n<$dDEzH3r
zyl<0@*+UE?lL?l*S;X1<K4b3!Hl?n5G}l{y2AC%-*mgHP2~7upa!sN@i_&RqBu-Sl
z{+s`nhJEN+v3Xs)QUMGKo#VxCHw~$91DYSWb{#!TpqSi(hzQ9IaspRq&%urB5=dl&
z7CXbkuc(2p-2P<a=Rb0#y1iI0!Et_#=XWd2l4uqJC*-meXU#K!P)v*9dG&V|Kxcm=
zoGr@tmH+q+=JaCHeJ?>48?9d`23b!ZSU+CZ15m%Gy$X1>`lBm-W13}Pw0~NbVbMK&
z&Igo0re8Y>m5}=Nd-U&?JpjtlL24M!3lKyJv_1V1FwTkAV<5Nww1B1>E0^*rxQ2Tq
z;SHE==?awWHfX44$xo$TA$C)yN=NfNH8+xGo!!vje6bOISVxXoXs533@&5IewzBc7
zJ)i_4x_aV3TKG$|Hxs6{d%d-JT$kna$ti-j$v9`D@pYF_lKlhUX-ou1leywWaFnAf
z5v(cid@xil->;>%B=YrBzcBOA>$wGg5;>?QeS8ZJOOC6J%1gG`fiSHpB$1VPxWOi=
z;{91|E7lRoSqmJ34yH7N<H?{yB4P&kw@@kl4nw(@`LEQ2U--mQZTy#!B-l&<t#?_{
z{mBR;7e17UApYuUQM7?<@oEx(zcPCuxXJSQk}mf{7+ayT7c7)y=^?O*w_noTS+(3g
zy}x<LSpAcop~&m|JU8<pv1z3BXi-Di9G|zGTibr!a-3~p!KJoTj<MgVh4yJ-jpR%5
zuCh0ZH-$sRtydf+)UHP|MJs?@{-#WE!?t#iX$&}cO;5k06c0rG&4!=Mr#|a)TL!lC
z)s^s>AUt=|t`0qZ-D(~t&8I3?>;iolL(1_dK_9!+*JK+^4mFf$c+H<E9Cw^)P6Ne4
z#>EeRg?n(IYAWrY5R`pYYg!UKR2u1OWKuc<w|5uD%tv%$2f_r8K!b&Wrq5i9x4&&?
zZ3@HwRPg!bJ8x{m8BnWl#y_d<&e=8j@Anm#>YSEkreF!owW(fX@h8Ded?HgoPBZ@F
zMd@wStcJRWo<qp!s$?U`>cro}dvV;R*qu1v=G68szYbuT&h$EX`1@B;N)xP{`-IG)
zSZ`pL(@Fj3x%NnpN9YUjXbiB_y0MhuOHaW-x|bjx;}Spa%{Go;-!@Kr@?a_Yw~DhC
z5u3hV3~zQ)e6<f0ARP?N?{t@9J70VHtcmL{JClDIq(~-xRe6q&yCEbn?I50bp`8>f
zWfi0|`RF-SVaHzz^%rU&SaW{8Jqt27z&D_{OMt^h&XMGK7IU>ds})fM(ZfG)h$kCy
z1_X5Y2(bXI<ygLSY^3|s(2J3#2<tVPo~gyIBmlmCIeX8{E+@~bP7xce<8g2q{4ltd
zZSZMH1KPoyLL$FSzAfJuWg=LlJlXcwGK<8a?p?2~Ffcf)6R!JpTg*RT#c!VuN9+8$
z%IlWfukxAI-EP)-TH@qjk^HEolC4k2)cjMtt%i(_F^8+Zr)-<+`;L3MHYK@P1R(Of
z$0A;<BeJZ)V`l+YL#y#c0zCoJ!6@}V5}8qJGmFnA{N9Rtivo9C6P9c|Az~_uEk()K
z(w)<B1DvyKR>)g@KhxWL-bP1@HL|S9^%uHR+lF`RuTDfW|6ps(v>A$VX`Z&(|FPti
zoUS|kq2(mMsnzzXY@>0j1enpREAZCU{NdfcE~zQ5llYx6Zc?;c<?)A3&%|usu<Uus
zT1CBQiP1n(XyWacI(DSdm4BE4z`6}nIEy%J?6%zQI-t6z!4S%9*QkwuGu>`3%DVn7
z@j!7viFj6Jde58W1{0~fh^2b(0`fC-84bwi3u0^aR-jmytiA(&yl;VIU_S_Qedn|Q
z3-Fcp1DTE}<O$1m91yrBkbHOoU2m75n&iguzlVz`fbsNs<HFLQVHB$SD_~wq<sQ<k
zH(5uzM*abf$Bn16?upE|z7`I+{^?l9uU%4PBo(w@P@P)dqd@{;g~OigJJ}kF6M?p=
zPmIc^TpVjwbrW2FM0M=-O5QoKmKe<`k=>wmJev+>Cq2{Y$e%%HFUFnb18RVTQ+SUI
zD5snq+k?{;$2_qK(2?xAPYEd=AJcF#PTnKdTGwrZic(o-=8H-ien0AYQ=~%ucQ`#N
zO&9HW6NJG9weLGPjBjM0)z|11N*IO-pWs1C>uM%}CQF7mX>o^F?iROUsR3J;muIog
z>H*H)1DaXG!#i``7j+C*KsQ6a*G@#e*E}}Qu2+FWUdpriV2ygH|J!$Qrx_t@hcE(l
zG2Xg;Dc*qcbg!4lNl+C&NB*w!wucXpA6%oYo+dWk#ryli7$xr0GRE9laKv!E4%DEl
zE$vMrKR;{=)<w48P5>Tg4al!@iwlrHFxCwV14KP2-IQsaRHVF&@D`KAye_5PZVq_!
zYPxaLP4|1B>C7!Q*7)*kY*dA_?Cot3KzEKE&5XXD*gH=3xQ9C@RC+j^h!O^S(v{60
zQmYHECLM_Lq?ooz-FIrUAb#kF9SLUWZl%*{4dZyL^HRgx5A5@kb)4&7efP7gT{UwA
z>iqDEm?mh^H^Ke>F|yp-*F_r7>+cBeIF7Y!20K)7Egtypgb=7f?a8KQLV2-1#5_Jr
zW^FNdW<-2PmXey?Vjf79Vg`x=v}OG2kY>bNrSAv6C&-v5cCDW!Su`(FvJ=r`<!K#m
zzPkFX&pbY__wgR(?&&btlovM6$J=;`7I?hzlG<-|OE-k;SJjZ`>6f_Vo;#&`5*zgx
zIcjyy$bzobNl*2Q!PlPaa5ZV*I<M^03$!)m5G5gf-({ir36}oGwIQq}>nYE7=h~$s
zzk&-aA`ofnL3SE;NqX9U9Y?A>S@d3{Jvx|w&tVZUt@p!>ApiD@cF`}rIiFW2u2h#w
z2|oPt%h#UN`XD|Yi#p`(?&%Wt*%ifbt?J<2V6!7ZoU+0zI}sjK>y{p|v|IIoT~vd;
z>)3&!=Q^D8O5oaE`#5NkCXcr;o~B$ignHuz6Vf;ljhPwo6wcTPM!$p}_#U)Oj#Exy
zIWxA<TsgduVfeHAP33QyCX+1zy}-&Q;671t3@^~24t#(k##0w}F!;=o(+yY>TUtqg
zp=yaW6UL&4*XoRZ>S<l<s`y4po{Qd&4%U19Hz=K!b90wOiuu-_JsgKh9~^g?U*#Ba
zKS8r^a<m9(r04#s>Nul#a5o}rT!xE2QK#C8%zWBomy4XapVrpJo-Bi3O58`#h;%tU
z(W29EMiAG<&boVsdz~D<IOXR|R%+v7JlFSx+QIe1LR7yxI{vK3fsy2tO7XB?e9lXt
z+f%=ZN?5Q@@^0c|I!wu4yrXbv;^qCIW1K)X+Z9-)dll;C!Kl1+Zi=>N)U1Bjh4CY(
zXyU*+Ez8;N^t$Pxu|EFRtJ<r`*RPme%LA_UrlqNF@8WXy>MCf5*cI_-$Mp>BN7RRd
zuOFEo9Sqw<&(l<%h?QxSFA=nU(RaLGPu_~mdc$apM!6R~XS|s57N~k7=e?Os2l$<G
z<S$$APRnHV<z^Cp(=;8iw4cI24UpmyYPy6xoAahjkLx$T#398zbKTO)<@`159RG^a
zCizOy`2JjJs%!r@(d>7RfleN`XA-`%7!Ny^k6YTEU5`2fUIH9Hk|c@QI3RJsYnWYo
zX)S5E8Hw*i`-*o2MeAw`RQlAV%}7k`w>W#Dn>aoM#tIq@k`nE5Tq9?Re;m2%mR?V&
zFDP?i4#}BNb0x#DxK7%zNUTo?yjv^MO_Za11L$wDGuqnsECzFE60Ll573O1{6tk8a
zdf6igxWA%XY{HG`HChBySS(9I0(CV}Cc=LKImR&CocvsN;HZp@@qI=5&Wjn>eBNju
zV;1~bt|OlwD16ebBY$;g*@@Cu|N4dG3p$e>{KO_$1YI6~+~@~rlXWIyb9oyn<ddn&
z5xTmvju8st!P2LLl5@F9aBy{`BFtw4-C44cIiJLF?1itja_D+2&F`3fm;!T>9T#tN
zHs`3DQDA%3X_8;kvbGY|A@gWKs$j%@mCG~)C8lV#<Kl3cpv;lu_LDsG@c}zgf(WY;
z30sY@IQ185t%kuO$uzdu+vGd$=}gVg8%5#FJg92qz+%%EA1g-K6a{CPgasF`Qw^qr
znxvUBGDfmvrH_+Q<OEAcqs~W)u94-YzU%&Ne({`5u`J=wLuhG@cx=A%us;5}l$9CF
z;ef`M>4t6BhF?!gD|_hnI1T*r9mclIc#rwFVr=c#+zzCS_*+9I!S+vH!<5_J!K&;q
zBA}*_m|x>bQl~9Y8~k~rblt|?+1W|c5o{UiJn!(c^7W;TS3l13*%45@q8(FCM{mom
zu?+e{J(s24?T<P}^{zS#=^J-<<4Nf(oqs8v_`^nEbSTdb?^OI3Qy86r()Ps@;WXdg
z=y*{Ru(c|2@|^J0t0bu`%8BA$&=bZom-4i%oC0J@3$LK#Mi-sswr<2w14Wu+@DY-J
z2y>pd?Y;&C=}qZvf05%*S8o|PS|Xiy*s64$ZJ=TYT{xxr2S&sew7F;K&-Oyl2$Vc;
zwmQaynOiT196CaJ@!5aJ`lzt9Ll=b?fxHcUM7qrZ(F}pq(^gp-y`OX|m>xT4Le==P
z^HDz@lQGLrAza7GFVyHH7^W?t;+(Opt<yBr1q}}e#TQSLJ{`JSpf_IB|9RZ%%nU`r
z#n!N9Duh}<S;Q4(@vNfAAX|Bt$@=+XJ7p)J4_wk{CLZlt^|DQLRYD8)K0cDerl6dm
zM8Uf<Nzl-~-f~GdO!Eo!J1RE8fphy6H99ed+?Arvy|s*@A-3oa4?Ei-dx;Er5QEG+
z2c9Ce9pp9Lb!0i_Rh}IAjdYU9^QbGHK*q^NBm4SQ{Iec<+7NnhIhypX_-kbRbXZ={
z-3;|!7H6#d_b&Cj8qY$pd?sf6%pdlN)oW}&<BV|Ao#ogjH<qfpecBGa@v|?#ed{NN
zCkqrZ?UsT2lyW}B<wYTg=SRlh*rQA^e7?kthtS`K`&7^dZPQy2U#dt!{t#c3ek17r
z<=jr_<`-(SRB}krswr~F{;<=R<#4HDjL_}ZyXIG@IMkFqM$?n&-t;N9%3w@-GAH7U
z-sV*L>C=kBW)xfbCgRW+`G>h17xw6)7kHSqaO`SO+|M?LCfS2Xw)h!(qnL<3nq-k7
zB}op3+;j$Y{IYe|y60(`z?tq<);gh$x)F`&$dY2z7$JM-lELL5eUnQuL}oF%gGKx)
zar=+0*G|ujbD{eN_V%VDQOorE>}4YwIwb;gTZ`iE5CgEH^z-jb4vF@p5iJ9S(Zt?`
z((gw#Z8}9%E3J}TGO;pav+Sf!Tx!3dBO|xnA74XVg}rzuESoO^hA+(u!PL|Dv4chU
z;{+HfnvxH@LHo?>Hj()7kt@IGB<+D(O?5xgTx<{Zbjd^WsF(+5u%+|#OoC$*FQefO
zRxa7~Zd`bqNr$%uW~po{=nlPO*ZAMoDTXdk<4we7rtMbxYgYZK<=zf$R5Y@@L^E=f
z54aX}z}jrGG<AFz*(fuzA}YDarcF>AVY)+PlP@4?!}{riDDOo44#NgB;V_1otd3+m
zX6cn<WWe^5)@jx}??sIWr}_{>a)){_)o&parB(zoTk64>evDqVaD`PHxr(%h+-&~i
zP^`a)>H!zs@&fY~qkDXwZXt!I<0;b9y50j~^I`tGhoZ9=xMIhfH(PSOnaaP~gKF2_
z?g*|h=U|^_hsBe~pz2cB1y?MjO(slWa0P7>?eSuAs8f>I*k(xXQ=YRCJAPAWzWDx?
zz;1O8hm5c55)d2|zMU8oLCW$jRU!bL7-gF6#C7~2bBk4!u;K4$6QN813pQzAyXoRf
z!YU=cc`24byy@bmuCtT;v>mIc_AzI@=!&?e{}uCTXTDNBu4Jo%WW_nfx&LfGuA|HA
zz}rtZd4eZ2S1Lap60Vm;0y*bFa^S=t60L7UxQcvs7x{q88qN3}#TCtZ?$cO$bbIMe
zMIy<CkJ$Qk&%Ffee9Xm6ajGVLx#uNId8;xzU82t#-%?eTMxUs*_{Iqx#F4s_N;;Lj
zMl8N%o7FTa4hcL}KcnitE!9m$u5Exdh}OxQt1v$w_b=v>>*eTq)59Y(TYEw6C~s%~
zq-3^ul7d~xh>q84l-P)j7saYs_KeuFIHbk9{q-cqgR5)}vOq9wAXEi5n(MrVvSNz4
ze%<9-DYJ~n!squ~wB>luQFbSEG|gLjLPm1yN71jK*TN$DkXDYnZ0L)x`9o`;dF>f2
zUe;eFmW@rCZ2I@Jj8PvYWAr3Gm(?1xTrA9RE?ni`oR{;oo<;XE^KsnYiIr)1o&!~T
zVShk!y7DMSzW*adUY6mC@9HU8KfBEM03iPThNJ!D9}`PYaJJcYP_!|0St!FAmtaC=
z$=cs;3|bWXdo0CWgpo#0l{U+F15LU~$NHNa>0QE<TzhJo1oK>AuLQ)RX};G5)OJ1c
zqI7)pN-Vja>Ls-<>*P7b`T%=TibH<pjiZseXqgpdxp!e~m1E)e7`0&>hdv{&6z>yA
z{2u>MW>SIo->M!O*gzj3l@Uo2#RBmLxoLK`={(&TO>mC9en6Ht(zP}nuH2+GYPyK`
z_OtV<tlQ$}j(AqTnJ`!;mfD_nU2OO6i~3zm)pAm)T*M?~wq>$5StObJJyI0HHQ?W5
zBl*f8^YTpAl$)!yl5^Jjaw;A()T}szLsM{uJ-`dMEj-{Ta$&AIM6sww^5GQ?<QI!I
zl;zFNy@15cKId(aIld($L4}9r!2PDix0219-$qp=RETnx^$Cy63Yz^^b?QRzWXm6i
zW84R~Wg<{7tm*C|GukTL%*UTTieA1i6c%Jmt9{FPYIh~!y4=cPW@O}db3=dIHBH`X
z!gOUCy6;E02sz6k-6G0>m1xv)U17Z!E+z0r{CtwJb?#=$ktg|iW6LIDdw#sKP7>pT
z(tel|Rg=c|o<NC|b6C_#V_lQ;y4*F>b#I`qPx%O?cN6ZUE)RB-q<45SPsGgT95nnE
ziHwG<mm2h=yvP0W@y^1PRm4jF?rqFi!g+t4F)QtX2$&=A$)tVb27Qy~&M-@1J~}AD
zSK{*Vh1#S#zp`U$OWAl?dw*jVmbdz6!oBFWYs)MeOv{sD@_Up*GRdXsmDqjIvwDu5
z?^#0kLSp#^wTaG<OLiyZBBnYgB>4eWwNGAhZeq=XZW7n8F{_v%a}gx<R9*kOBKURC
z`pR2IuK$Kqe4ADE2U`n%)(>$I&8;1sX1MYuD&a~(`Nu9VxQ&A=W2g&SsqUg>0q#^f
z(rcMNGA__;<gYTXJK+A(GRf8f)>!Es-Q{#y<CCaAqA(KwZ_E}SEsNyFFr}L1t*Wzc
zbIh4vyp*Zu9XrCCIi~<>xlMSwv^9j&ds=n;c{yOU>~U#`R?VubrXS|V^Er2uUgLpN
zzBa%gCVC}I|2GYkGaLc4^4w&vX{NZ`91+n3ucvyId^#B2Li*$PQj22~4k0wykZeSS
zhdDk5K_)hA$c*(H^I+k8I2Q{+xyqA;jQkiGjcA$pCdy(ivq#zU>zpd(6>N|4jlXGr
zBhXPd(~shzSY+J2+H-H+o~+AQcp)XyYGR<L`V#c`&cKH=Ci!#$Nc+Qa=~ae1#cGpb
zod#wiE7PL|JNCh1AC54zli$vPUjCpF(5<-VbLlT(Vj;^p-ESrO=Y*=A(`f-6Reu)d
z7D5f1qm#Mhx;#vOs7pyjgxWO+mkb`2>NgVYzWDn5`B|@Ti-P3l8E#epW7WJ1i{6h?
zKxPa#;$lWAU42#!iS`RlqM3+Hwu05X(r5|Z22DTvO^vC=uLWKh<hxrGd6(6%eSD8U
zNggQm=PE8=-zaZhAJ#P4U-nDzS>NaCXq<iG>gTOZMC~9-W1ndl<upB+j5vzs{hV@V
zVYj!L8k&HeucF=qEm9V-x-r{Xp9xgUan$X58sN7z_dfLZ&Zy7TQxoJCWSzZndEV#k
z3eq`u(5`v${0XJ`%GW(YPqU7$@rX5htdrlV6)~3uAwrfP+?Wk!^^Cln6%di~0*CC-
zh3zUyK1NOTRAbq;jQpTSiP7yhEk;<**uC70#qLN{Eb}HjBpWpi9yL|DPf+VLF^EZQ
z<|Q@|zCioJm3HrL=F1V^JJe9dY$G?XYn;V;ej}jDJwY>mK5;~qKcHZ;-dyw+_IUyx
zke2BkIr#fp+Zl9z1w#+?htjZn7`}`bHGki)-SDmPVgKW>-Hr2Q+h9m2p`~`iwMK}D
zv-Z=m_{~9Qd+IL-8vF~HB`;*wovqNk{=Xe^qqGpykM{sk7iu+06I}>+kTD<3S`3rH
zEn5h>mN9b9d!WP{RAR&{XkF|Rk(^m~Ed*NCWsOO-NzIu8YaluUPLeuV5JMY6$@sT~
z&QNo}l!&^IN~0o^Bo<S45K*GbK^8p`5r^-t_h~rno$@!&KcmZ7rtd6-@w(kB=*w+|
z1qCFV&c=@=Dx#i~Js8RBckG(8pwz30XvDsjyc-#2C9(W8FIceRh95I_q35@xWcMhC
zT1gqn@(??!*r%<Zy7sjv!B|tnp_rk5YAEXcHP(8tE#~Z-AP0_<azEmUnv}EhN<!sd
z%3Spii`iD|A^qK_ALeTh@9{NT&x|b?&ENUGXDfIciD7U>)&HnPvDj+)&U8JwMH)S3
zyQ`4BmDTH_v|OPe17z;`D}^=B1DV9Wo!F-?;E)USsb)#cEfV)3`I4^w2D36=D!y2v
zzm20Pmh6^^ubW@|p06;!A}Z}kOao2s1<dhQcmJBu0p|7uh}LUn8GIcrwe-iF#ikt>
z?K1D~EIc_u#CDTPw~1@jo9-41=s32n){uJHBW>r#iLll6aGYnTsaUTHM~PhFvd?6@
zFIe6-l<}Bpi!D=BPw#)Am_4nWZthbWY$<f%mn3Nk=H<aI4xxL_@7Hy{{%KjYZT|z|
zY{7Ct#^LubIrwFos+XkOX+@{bQA#~bS2>~1Z}E|}YHp;THE1ZOUmBZ>m}k=V|IXsg
zhGz`-pLcmVmW76xPm>C|EN46!r=MZ%5B4*9pouy1ST}*Dm|b2XCl1RPwZhd$uNS*>
zdqc-R!}IODf$Hsl!kM$RJC-#32$n2fJ6)IJz_(3ih468em1%fBQ8+l+qG**@spnAv
z^2JT@W%I4cLpA?axjj1dd|t+)46mck$4q*I#~_RDq0qjj`V*x^jQuI0hmy$h5z5Qa
z*E$kQh)8~)OWWOn)#zVhK3fj=08?)%ZMmzAPZ2K6d<nQK)h1W>rO;f?v7js6ag6&;
ztEtRyU<k%8^F<^HQ#e-9?Fxrj(olADH(xprqp@D%Me>_S6S)+R9E~O2m{2ie8{)h3
zYfAvhq<91xS%r!R6CX{X%%%J&^TOEl!%y>ARa`pfgigR}Y?hL3QaBHl3J>nS<~EDM
z7+jC-zbjqtbg@fy_yh9VUBSH5nR`XONki1g+w$qfeB-^!t1np)rc9^m8Cjz|dt;4E
z4`gd+F!_tg_#)MV{iLhxBf6!5S@jhES)^_RlQAOE`{tsK1S{8brBMx<R_+gT#O7ti
z;A;>WFU{FA0YV&SqIyRC3I1bSweY6z?>|^OOH#b8viY9n6Mn8n<rzlO#psu;+jk5)
zi0Yn;?IJOkJ;bsJ%gGW-IVx`#w7ib=0(MPIoxXni!J6c^kv@JkDy&0>!%Q$aV;Pf&
zl%PMK4(B#jLea2!W-wtb*(*}lBg98;I&lwYc0*S#ta4*HoXSmaDRdTX)hkdHj35bD
z{r#=hBsR?>$F%N?g5-~_dt-eP$Mfp}Mp&WfA(t7!6~n3l%Mq5<?;q@?_$@9Ney7Gu
zL{$0vb7RYsjmcPc$Je}JFI$5+jJy%8S<~lp>GM2o`!o&y{OEhfAbWq-Uo|#=;$I%!
z8^K{zmowIg$ld>0a?GJA8pgxr$q+ksTnY1h=hv$zn{|-*gQvhVzxUo^UwmPorT_Lm
zFywv6M~EggK?4bmRrAS5LSB|nMI_P+bx7v2k%aGx&Y5385Z`%$KWRuMIe(*9!fKvC
zP^6W@SAcT9oxE>a-*?HVnsOP=JQiQS7GLEro5)B5Cbpk^_xE-(*3&$h4jI-uFJJ9@
zxF1WThxR|gYf(&6y#>JZwj9X|!taWrz=DhbR-%OYnVvxM72UyEe}a&3wQTaVBlZH-
z@+_=aM@T|FUG8aF5=O6QsD@CS`&=1++C|z}q;7FoburB}SEIi%@5ki)gtdu4G*3X?
z^~sRqO*8c$pbxz4Phyq37O@N7N1s=gq!2w^(|q7Bnag#E^uFN9B9ZE%@c9Ete1~bS
z9IO@JQ~vCal`Y~gSZy7eg!^T*UyU@|G=%I&=n6cnuKy!Qua$qs;BdXi$sKYY<CfkM
zNFzr0{kARO^S&bIe7uq`QKKHW2G%Xn3>T3x=z3gCUqF5S@Z?+5d&!rpqAS)F%&-QT
zpE;{7iOCm4L?>lfjq0mc9G<1ZbJW(KqN|-x%YM0kt<E|+Hp00a<0?{rf1duHtLTrP
zRb~tSJXQ<cNvP8a|EAW#&BY@<Sp#Y{I*To4brS~l`I=w;!M`>;tTL~GnQBggLF=Xt
zjl&`nPrhXAz%ljDI~SUrR^;AGM0L8Ms|3$IqTc)&x-quoto2WM8Iw-bSJZw7&lT1v
znt<B!q2FWAoH<t4{i7S}ug|To4E%gI+am6VZnDm|r;zo-X$JAORwlwRu5SY-Wqw~~
zQAr+$QayXPeLJM3!?~{{e%)z&Nm9BCy5?AnR5RUZN4ymRH{FDzf&Ew%1Zmdf>N=50
z6`har?)pM{BC=NK7mG|U54ye@<cZWjuk3Dsn@OPs()Y!mVfIsq;KCqE@0|0yxrz$5
z=s{a{KMl5sI&9Am_ahzYX>L|j{|Zhxn#$(NxY=ng6vOjo<Cd1?>68n&f{E_F>Y+fy
z{B(?#hIGT?1dv1s3D!!%3=)VX;WZwF?#Yp@2czGbzVl8+ufca*`fNFySJ-BlGHk8(
ziHxD6Wdz9=KMNLpSjI0p`)K%<pmjGYbzNnf$sUcHIV~_1T@6BFq9wtjUs!UCMq`;S
zm+#_2=`RVQN9W_EFxOW{Ho%w#Jc#kmvY!S@2a<zxA+1n2jeqv-#^Hhd;0TK%e8xnW
z-Cahum_noTgc2-`-<pYKN{Gh)0(a-?r+uUe1NUKpeb8vUq|eQdWsyHXNN^By&@}nT
zlR#KHQkm=*7BV)HIH7S*M?8}H%@qV0k!I5`$s<S;Cy;Xl`8-WPvV)5ysm~$Koj4R_
zpS|~}nEs6vV&MCpq}Jrp-m;Op(c?B@4VLV-FLy~J{DZC<t(w?~b+@c1woFX0V)?0c
zh@Abmbs9Nj^jFJ7;eLN!<e(?R+KWZ#Qcw6}3HAa7M?PNQwMJ&$>a+029rU8*b55vJ
z;WE+Q2qIJX)ZtK$T+33UNM>h`I76LFI6_ER66<>ZplERQPiPvkRE;$+HVeV0U$=!^
z9Z(*AnSoU6+aav3dG7V~dWZ3#Nb~N~*b(oSWo@Qkq*W|Z{WyN3sgrVC;290`3|Xp1
zgxxrJpxzeeMq!Sve!h9K2rMTvX;6$)O`&nsh(<J}M(LL8Jd4!(kSLMq7kk1oe>AaI
z>sUF2znCPJZls&`9yT4?(c{2IJiwI|WDT+8yROrnjaPG?6>WLZ)L7m={w1<?q@*o)
z{W#zOHgp7g7bTeP2J@~f{ZJKGssGl{37>tZ>2h~;c#N1|Dy&6or@tl#v;XU_mhsxf
znLwFj_n7l^>*(`AnBo;LbouqI-}9}a$<r0>$#+>-lkWW^Ny>0}GuRBw>Rg&U?`vn>
zD=8)8hMYaGI95yRjl45lTbxgs{p-I=j@*e&Bx;uxOQ2mI`DiU2HH?kq?Xpa`TP2{~
zI%QgBa>JOf%9)bBv{nMeOX$|~CDMthCC@AJ<g3yf;3_=dHcSxixu=_NU6A77WrVuN
ztD<VAyD4ri#d#|jw<sBAqAYgOSrRM#b8kYj#G~v2=be4{#=r{eearP8`{g}P%XgvS
z1rb6^OukvrvES)yE>(2v&vM>cI_5th=K55)hgNIa(n9Y3CrakgeP2>0EW~4D{3<P1
z&IZ$Gz<KlhL*Q4>fx^`no3H&-?|E(}D(;<|Cfw{i?__noa9AaavNG1X?%UPeoA$*X
zU}mn&t=@||LmcXvFmcap2OpFF<c)Sjx!3HA41h-b^QvY+RN=YAcG0Visd>)ByOE4<
zhV?*FX1KypfXQk4x6^IQIN_h81OL}^phujlbOJ-TqvLFIyI^}6S*(4KfoZNuql6{;
zei@heX|IYAXI#Sq@Xe##yMG&Ich6k<RY+2kJvHIPKM!LwW9HtB?ahZMQ?*!U-*xfS
z!DSJjb%~d~c?I{0M45pnhsj$#=0A+HiB!hmV{URNQ_Y<dT{&(B(`4RdQ2YT5uo_Qv
zuZW5#)r9>vgQJR<DA$+Snx0FZqIDv-ML*};9?9X(=5v3YAhfoN8>h_DF5d0c(1c<3
zR>~2Rlw*H{4)TDVFPUQg`mRGR;`*yDt#JLh>C-{>2UV4X`Ryc3#^qWbVQk{ea>zHf
z!Pbacw5ipH{x=;ifoK|o$K}|cNvMfZpL?N>yLR{#XW1+_@rf3Drmj={D6~-jqTL|a
zG(L-wnN<fW)qSxMs(segV@}!?>b#M6=TjWoG<!I^0VECKrx?xjwmHSgq?3rL(z&IZ
zXKA;|nKbMSR64J#ZX)(f{m5N1n$nF>*OXSb)Z5slKhX$NtIS-b(GKI-L+2$VFCM1;
zW>oR#-!_TvN$%s{k}nQ-73X!`MXp_}&vyt*d#OTZ{(2Z^!^Vj5WA#h!HmriSOC59k
zKa?X7Uqo&dPM_#ES)raYI0N&a%wR3(yIfYZx0nsHzjLz&L_5e!eTu4#GWTC{-t_yD
z92vXl_>S9nZkc@BEvwFQNomY{`{|A79CO8q(mdgSZW+&<uA0NTxH`3(zUAts?XPL~
zArTsz)qi$J(fr%8ujsZ~Kg&)ZD4=T>uZpu#&MqkEf*l-rgR|P0^!uDm`_$l$KZz~+
zKGR6H{&ZBC%8;%3*R>&=e}?gPqvpt+qY=&0=D9?(YNi3Kv(#}Zqhzm18+)AyHarr5
zmFY)uZ_#`t&aoPZ_SS*yi>PWP4SVQ|B1!GS*8gJr3FN|}lU$!=?*K>qL}TOPD$NiX
z@f}S&amYhILaVoVpFgR!jhwl_RtlC!G!5uF3{d>S0*;wpi%=z&N(LkN|9M7!{c~`5
z<Rwdgd)5m{!+uYf966=w&nnZnflRcf9pVoCJjL=qA=<B_*|OWtbBBY+&=H{>xPKa7
zI!0t6Zr?=Q(PHK}m_JaTUh2q=mTDXLSngLKrSZISjXj9ArKZ?_$(kTU`f+i3r-9;c
zsB-Rj^^;$OZYSDg8h;ey+yfCs{LWOg(Hqsw^K6L%z3?`+1gY{xY~PO?Ur&vl7N+#$
zA>wVAAr<57sUn95YGalzQOW;^d^2b`1&tDR$nRVvE1#9!(^K5?ifB?}N1~^NzhY_I
z%s2ez$`_i+s(A*G>F{9c+wQQJR(hjpQ*1G$G72F9(EW*({*2A>2(QAyHHJ0??F_-(
zjiztEd7>zC*pPIHHP0U3r<aWtKGVWAO%hfTO>!Qj%;P*<)A(f4%7saJU|Xo5KSAiO
zl*}R@F!ey_uFrZ1o5Q{M?DihgWMj0h+Jzzwo)QWcZ)3_?p#JtC$8mvo@aHfxs}nhq
zc29z=;q)l1%x%k*B352JLNmrixU6DxP%|Ivv>>x{fz2w%)5X%vO<T0weC;9sEM5o$
z<h-DOvg&$fidQRKUu4j4UBB<6_WbZfnJoe6@X;6$oJ((gI~aAgw%+MJ$ep`Ddcwwx
zL_g{UdG#RmlbR&q$e`cVSG_}1Q^H_XGJ(|(tWKEZ3^0{>>!EVnW^1)a#E5vf;1&20
z&2$f8+*RfB+%^PaMlQoJ=+9gEDGo!1K12>0ap0$#$%EgrmblfHLfh8okkoYZOfI00
zh5s(k%WzjZQaAR;KuVpdc4aAq$H5(pGZV40FxP>EhMV;MynIC5$?>rvQzbM~iV7{;
z@oD7B1P>NE0ZQeCYhQ**QF)xTP1$FjW>ph<;*g6+>K#zaQbL!{ss161NVpKXLCQpS
z)c|RJXrjhjdW|4vSjcdy(3!0ivU=;AmA-fF7BZUi>tjYW@{lLlRnWJq>3b6wu6|g@
z<tqsHp(8*f%k#CS3cB@LF54Aq`XUOk$M4f<kaae%?{k%=B~q5o1?HDVgV`3@A`d1g
zD#V^r{rK_Fips2z<)6obi1$hniRJL7<It>HP=+4z)Z<U4IZc$<&Qy9fl<p@`Ym-6b
ziog6EE=V^x3j32Y2F2#pE$}u(O{LO-F!6Z$8F=1)!)~-}Fj5bA^x3?3uuLuOmdM1N
zQhp;cGFuPYLH-RY11|u|nJ6BJZs5>Pb}=Bdk6R}c;UKD1e<tl_2&nXKQ_+|<oK2vU
z?U;68kvqg}>EK_k&$LDSy&m;E3Vt34q)6$uZ2DYlAbq8one@&ZlcVKEgjpv!S6KI4
z!3UpQed{Z7Of7pUMUW}o`}iWGrrl7ZfG+d}4E4$7-)wpu%Cn8#j*CPuCL{8FleXdv
zJx-Dz8cMoIg%PPBYZ^W#|9_eHC6q@iu3fkS7lH_#_Z;K3jI?kg33kN|;_*P0hEiKn
z71XUZWFef#U3UerH=&i)eJIe#*Etyn9xL#n&Qu-jVopiEsXQqJ|3)7?0QVlYwJ~s1
z@kn9b!`s0efe3k6Z0*mGSv#^Yfiv@p`ibli=zu#)DWQ@9of?Z=TjYPgx+vOc#YbTm
zD`}~aY$#$D+6{bcss`0lJ}hc6A!sD&s+|ly1|BgTB<X*j_f<0R@_3yDO&T|3K^1xg
zX19~5HGrNNA`}=cgg2fRk{@TZjoa4s=$tg)mU8;m`cLN2u&jQsh$@(><9q<`X4+oW
zk6=XJYbC5Iak<yl`Y&EKY>)<Z@>>sq{v#~#i5`ln6dtucex|?`$C}<gsXiVIg`7^F
zFWz$i+X>7s?~DCo8TD_zB2|lLn)KX2A*8MEsVc9_2<7%{YC;5VJFW~p0U_O!*Hu3?
z-8RwX{;PeMkXQ`$W-z7YIS}aVWpHJz%+f4MunB^2>2IV+&1G<XZDXHbheLap)<f>d
zW}rWJJS%ICv)d7h10SHGbW`8*i9M*)SV^;{I8OJyKC|-=Xps5)12m9QW90Azz0Y<Q
ztcO0Xn#TuWtAlBQYa8J`m6>`dPcqtPsqzx|Ir70WD7|~u@ZXITA!PwAM<_>&GN*eN
zTlYD*mt1d+XZ<A-JppEgDkb7O&k#k<S6Q=MS~>r`K`NX;s=U3pR!IgI!T?nnJl&os
zQ-F44lR#*gFzJR7$b|9wlmq-o`$Y+wy6Hw}Mp(?eN?16UQ;)Ebsi_Hci1DpIk;z!O
z7S5-f$FXGn_ay|v+JN$%Kt*c|)$-sGb*Lfb(H!$`tRRe~5aO$m`19aauwIq&^VdYn
zeEK)Zk3m=c6NT&lo~aZBgshS{0d`s&3w6C^$7em$sYdtxAdNnVEE5Ocq6P=c*p=6u
zzlrNp_@mkoKpJF|U%<nVHaCkvdx9HsunUxRBj^#N<v|CX5V{Z>MCc5Q#LAOwW@z>#
zKQjM_Gi7|1%aYA1_3dL6!=Lh<1hsb2!2hdlaf;~)4+}W8|GC8I6I28APfnQASmSGj
z=zO2aL|4Ve4{2($@y{isFIdz^Vf97IvMyEb%aUjTn;v>8Dz3lp91Vt$E?Rcb$%M$Q
z;bEuICV4b4D6R7mW2Tj}fPVra1l|<dVtt@)ni8pjKd=)X#3TZ!<i%MR5-veRD#Al-
z3;xmPG>L)wU{UCyQs#6KR^6uuSQDGuN&(V3Oq37v9G;T4ayw<5b3FbcXG!`-&VTUA
zlK6d?zHWz59AEldSU!Mhs!JzwJO1uXVC3UFTr7yvP)^O8=|C?LXZZ0{6>a=h&8qU4
zsydK|_~TCSD9R(l3`7fOaV0Pbi@LikG5T)`|CS;U$n!;^VJcEDWped|o=~b=p96Wj
z!B_j3$I+p(Hto2d7CGXF+|qmvpkMIeADTUbmW`0@3tt%-6$EoL4nkgO1y(xfJTgH5
zZjTJ^5)%U5FU%bK)>RR+XnZNtAC0eX`CzigHgx%R$9K*uVp_=qUvR?4h6z1F^fSe5
z)FrN*;IrYP-#@SUH&PlB5qwo&;`qdmWwtQegy_SrzHB10|H^W}t3;tl#UEhgP<wT&
zsXQK#yw`N?D*S=a&9(ij%zqC=3Njtn)=T4WlqwfU+Xwkh{L!&bMr6W6WZg!dISt#*
zK<J5q0S}==?={|$(&h)IB0F$4s?nP=#91uLvj!?;FcU}cn5Q|LTX*;n1f|k;p;)H2
zF<^7Tige5BSh~SC^h!nO7lHX-SvOt(k>scQ8tT+&>J;Y<`tSJ50?1HL28tc5oG>b8
zaeJrKywCVAlsm>%x|9gvXD~H`)VyPR5VDySg>QHDmsUk`GZA~=XBe!^17;<to(T8n
z<IadPaj5t2i5)DI3`!Z`{iArb`XsFX3qd;wDb@!@T0S!kN`o&F#2m-+wBmdj{S33x
zeZl3u5Gmr?(Ga<im70V)PeT7L-T@|L(^_$2k$2Fy4-tU~IKTONuaU7C?TN~TSx3TK
zk!!qwykxroIh&`Vq&OZC%S;g7_VEA5)^~to*}v~2Wsj_eo$O8aCS<SdovaX&J<3YR
zDC@CTD4CJHcRV~IWbeKA=Ks0XyS~5waddR(^>RP=eSfZXUe|S=c8T}_H3Vs{b2Pc3
zB));@945>gak^tCwvLa+YQ7oT5~?IViBNe+3C`yH$+Nj)A5!Y}n+YoRHY6sBx{lyJ
zUG6u$vODp2JAsiPM#?VePgzoMtqbL7RJ14w-<0N;4!E5pF4!gde9Y1n-U!n3`c4~X
z+peEslPd-&ELRYZY5(|aa7@M5QI9ekDA7<K(h+^F!0<;`XjM{e@fp--npYi+$L|P`
zDW0NdPEj^Xytzoy=GgZDvxvw$D^%PG-$aSgB8qB@3LcV3)e>-zB>Or|>~lYSp@N?=
zeK&qsKsM?1v43W-^hvng2!{aVbF6^dzsReP#kHoFD>>i_?|0FwYRwnP>SkM9a*gMT
z=smG?yxrb^&O0hANHNVdG2__b;r9aaD@e#AbQi9D5$~G$DGoXFC+`F~3MUVZi0?#`
zVoMlWp;>p$Amc4poF8VriVxSPe1Mx}<)3H3M*ui7NljND|8Y&=7xm_&+M;G)_;dyy
z$i9sflPa@w#Ih6f`y?MOrikvUi1ZLfa`DSW@IgBMGJ4>%Z5a9c$|`wRxl_-O1~Ax7
zfJ%l=@oc*oKfo=PuQ7N&>^fCT$zc1V-6;_+KsVs$9@p=vz}+Y-cwejuPx9dAGcEmu
zvNFi*(jFk!kuG28R@$9Bce6R2t;o`~Iz2L)bHuJnv$r_s!OEYsNZ+5FSyy-5+39X<
z-xeO7Q%hw>Bx|H-(ZAkDA$nSzL#f-%yIHv}qR={=`YnRj|7A^UNnZ0)#|4qF%Uju(
z^dl}wK^6O){oaT?yB=zK6jo*6k4Wl$bL;+!almJyBNMsMjd7adnUb-8o4lCQ?ch9P
zykA=S((2Vig?J{$>&Ssfuf{mcC3QO6PlGdU?>|VjB$c>%3~wKupIK|x7<xI@_f@iQ
z3%&bmQ{ICvEcTg!0P2#<Voz12M@GW0mRR4-##)%xMDT~uVnKI#dsC|DJ8$~2TlM3l
z8sW(!ej{sA2@LlqzH)*Tn~Qp19LH2rj00fkLj9s7v9TkTkSia1b$Px4c-0&s8390>
zj<rdR*aYDJ_@d~cKzZX0(h6v!E{sx4H1C_5l6Q>uZ$Nb)ear6a1uSsyJFtiTQ+bSI
zxrjr@q%7SkZ|-BQ!I`BYo%-$*ANTV7O&On1Lah<Hi2dz6JWFf${^Po+xFUm^pQ5Xy
zH)BJbY(46;8WX%1Sd5qy7cGT0`gMfK+m2_v_ojcf>5nz>vxblQNbU}zJr%M~@+!`m
zv>bJxoh!M>Xx)9jo2Nh7I}=k@S*J&afH5}Zv&&i4Mc)%i?r|AgEOirnw>vDlLIt9w
z>U*$-PkfWn|DTuhR=giy97c%cCf};Gq`_1w*1UYaooYUF5H#A?Wmgg*b_~qJ=G=e$
z!PaQnJ#@@1Iz<}Ab|rpG$vWZDSiXFGI+5hqZ+1-|UQnC!^lh&}?8zJNWhpSA{a4)S
zu}Y_A>mWSJ4G3aQ>yU~MGB%IVysJwa!+PcadVNt<;X0S^d{SC56zufH!h}ia;U#w7
zLXx{=Hrw*2N{xhv$o-CG^LjzA8D;Y$ZXc5OJFe2}rE+cZ9{1JVl`h$*Ul!6!D*DMg
zbRVkX2p~$a;L(rr|M;8N=%vEQsH(+CXvp}ZZlpK{Oex<cW$u<BX0n=IQkZ<;vp<5i
zCZTP&4X`Zj2r;sn-go)@V@P)y9n<!KtCkK^*vkMKlD6%<Qnz{x6~zhyHXSj|n-Fnt
z2oYc^gN3#4_Se6<ymy^KzD6xm<~psFCcT=)pY+hm31x6G^z>D%j9B-HhpuCuRubUu
zgT&1oA!5rQN*_1X10AEf?~arl;ZZqbK1C(<20G7;wNlxM7G5!}n~6=Fymka4kT&)E
zr+F%mbd<(U-Ug7ApD_Q9K#(dEp7;>s-$~h3OwU3eb6-r}2sJ*-NaV4JB^7paP#7?b
z$rpptgHdQJK5*ELVLJtU6pmfr_v2=5?-&_&U@?3^wYkX0@Z2VY;Lk5itHsy~8;ADX
zu30IIoxkJ*tDpyUCWgt-DSFB4Yv$>Cu)n(UpUYq6+_}_6aIP-Y>umA{PB1((ItyF%
zUG`VUp^0Lzd~S=>104r6S|eL6CqTC8Qt?+Zjqm#wiF?)uP?w=$p@E_JVu+RXX^7xV
z<|pWSrOdw4XQhiPT0-{P1XXN*9x+spL(y0fCBZZ<SUOk$y#}y&V#WWwk5dj-8b~Z=
zOqB`ECxAWsGkzhHW)A&h0Hw6PcepLCM5M++>vRKbB|Adw?{#5z?m5nCkPk1yNA51t
zM-RTrlzx{IfBn58X#zAboR7ekU8O2T$%ZW*#WYBqm#)@&EtdD!M~A}5h04IO4{qmO
zz6vT(IM_hFB4uwtMhh5z2}XEQNyU7;s*S%Es9gCJs(VyXu$$P@|Mz*`RWJdI1Fm3l
zSaZuI8!!}d<oR2M)PMu@3))+JnHN{Slo9$S-nCdj$zqOEO69NebHuly#(j6pwf@vF
zNMIQ-D7J&{K)6#L7W3~Ex)&niTg^Mo|3duxLH_->Z#K<q)fct<gIE(x?JGFIF*3v3
zq=K(>jDWH)?bADuFmh(_PS4q0o4lKY@DeVfzpAqm!iweW#IXs_&2^9cmH7*>L0JhB
z(W>Duc_+US=Lc_J4;I<r>k$71NBs_(>yqL&zrJ-P+eWOygj@@x+$~GC(Sf9b?jcYn
zsLG1fV}jvvU#BS90R?ZSF6O%9sxvY4lf7D~6R$44T_K8fh{JRppzIr9z8|PglpE+9
zX0plrcG^rRdd&q)2AwQ_rC{J^fB)&tM7@DawnV20!>`dqO<x2$Wk#wqSEK}h0_G(a
z35!Fm=b;POrgwn_-bx%;o2;)VFHpVuwV)V^X#kwAbC7V11t<gAfV4a$r1Wz2*qQ71
z`CPaU-fg$L@nh!y9$e_`CZV3}Ezk0fIW$kLM*<WEQh0Wf2)5+j0bKm3e3m^)k><eR
zuyK73=CVK9n*PURJ_#XP_*1?*+rE<gO0+ABZziLgq`As}fLXkLt@va`;E##?^=26q
z#OXM@W`6XL&~SjdHBj*xMBR*goie)v5OW&q5aQ8JEd9tFe-g?%_(c2j%I}x@fYcYF
zL5IYt&?wv*$N_cfMw&lvU)7gxm#D{-&`mArqHqNdmz+7f{NG#LxX<CXWm3LgHhRN;
z5daRZkSw_t$7gpiKT!#&l}Eh+^Ye3{m4PQOG}y`=mB6qM@ni`Z{4RiBqes(T$tQq4
z#Oj+gG8KSla}u&JTc35v6@rT^LKlxeG}QhbUjBZu;EOGG6b06A(U6jpA0GpZ)e~TD
zA&So+1>)xuHSVS|sFK>zZVPG)IHbIATy2IwXX5$BSS6&H5Dsw!G`$nF7-TJOA-G5L
z=iBkXa=KbF9{%5(Ri^9xqRn33Be;rM4_Ks0RBM37j5Hk&#NiVZUjkUF0TCJ|rf}l>
z@<BbD%8A<jp=u=6n^(7ij{;HVjsiU)Kizqtz&&7BIUh^@V!lf8>N>u97*;sddf%7%
z|8v<TeCS|HJuhV|u|R>?fjz;V8WtT7P+&1V1iBEFfMU9X6{42`v^Wy)E$MjL!$=ol
z1N48qfDbCLRguG})Uy^y+9n*C5^TD^fisj(+6@vz7AsDJ4z4Sssu};sUjFrblciqo
zukixmx2g49F|Z?@R_X~ROfb23F3uLks=*$8KPzB~faD4o62jWw)c_r<U(<iU8NJ8`
zu)Z|~84h?IJdl#qcW_9av$_%Ie!X(lfSjloyE^4w;qJfV`djf(eDI%1D%El=6!2j{
zqFKT>hzsu$kmdwdfg!3-kAlIK08J@3!;#+1%wxH$hpUQ`=jk!#*j@<{ZQ23ec3h|L
zdPAjBls62^po{%fp3(ti8bLWU|8c=-f0u5<{*WL=n4f@B;`>8D`cnaDdRqV*gMiLr
z$49zRZ(zxdcUOP@eo8V^KrO@p>dgCds*XTBysSW_t4#l|Lp?_eoPxU?<6npj_y~Xh
zdEh60d2v1tEy+&hp8=QOD+0zjB;L0t0J$>A!5jj~=L(}*k4nHY^2Lgmf{sU9$MpJN
z79-Aw&ku2(LQJq)fCe~701o)Wb4Yt~HGW?Lgwu(257Yk*q`;U)qYHBW;sO9=lqL$`
zR|?Pv+!y}kHjh5Ea7HzQ%x4?Y5<Y~0I~L~rQgw;oAOWRlw=el+2^Jo=#RH-HSEWa}
zqGSc+xMN@&ZxvTy4&N1=%WA;STBDrx<@WCrtqeVcWRFGX@&6pH$SB~v7ErTn@AXQd
zLZ%8Fm2$G+0MI$Gd=7|hUBEDsYjy(&u-N!Szw0(ClmWsDz`8L8y#Fd73z0hn3?LJB
zfbL@8RtC)<Ou@tyn96fgI(g7E`L}0$i}A?xR==tNs-AxXNC*}I<NkKWu$yhvM766u
zU;$ccvK5YYI|4L7bv$g!-~J?E;-~IlCIa$cLV3EbfIGe#lCeX3mZ9<cw3ad==bH{?
z^J&G={uOEdww&HZ)RTkt)w-=fc2xV@FvmlHh>>)+oemWG%)`=y^a1#bB@dj0Y(f%r
zEM5xwf^r|Bl*Ip|JCP4z2!QbCz<aL0ykF(>`$^uwkCcPo5Z8SFp9k5ijQXItAbBIZ
zKpK^VuHmj*UXW!9&yEgr1kWza*^+yUg$(FNK=jNcY>ybBAMLe3g^09W!30MY;9P36
z`!=Ap0YyQnAY8kWFF)shpP&aAAV0GCK$`yS??d~~7vd54;z#c$!6q^0;wwN2H1@~e
z1LnkPh{zb?n!WP(t5d@)Kxii~ioW0Bx>pGJ4W-DC(uF8I7jk0b5Un>vuu=(RgFfOE
zD8~JMe!Y399(*>fkJ<n8692qV-xTU1NW2&<h(B=qg3PUy0-Ty3LBt(*ZA0f6&)G0O
zKYUMcQ_KlrL6Y`hzxQi1G4#H~yYTq|sdJNuGvIoD3HU-ybPh|*nF>Sxyi6A4_!iq?
z{hW}$F*oRj#Sfw9zA>Fw@>cu{fg3oRm<tcoW=z$cK$bH70;CnUqusV`Yk-}0?XL`c
z(PY=&2c0A<GnBmL%FVjdDj>r(K@M~{H$G*Cf54dHt(&ZR0Ns`q7ZlT;@;w~*pR)?x
zrf=-MBA^7tf2J(7{`k`&m_=OXps~cP0bdM5<j5N!gK+`w$Pow<u_lCp<eq=1(73*7
z8+ycV#a#(277}d6AT0st5JD;(kjk91EAdOw-=_(e9@r)M1=7;af1Kg(6gX`HHCF$*
zz!jUnz4<Hfq97qdCa%x!!{%|7KxMG&%I5>3XcmTTTbYS83I8>RE3eRtj{+rAAc;tW
z#1Y2<FF7leR0_gTy8cWffDZ?tl<MGBum2q6KQG=F6|jwN`$_h&iOCW0fjhhxl>kL6
zND@OTw$UGr{i(VWq>Y0q$}Dx|X@AO3fqg?q;D=xAE+Sm7*7gC1(Y{`2pW~k^^qNBf
zv<qGHUmh4bihPjyP8@1$)1!1hG6BiLby^CW8B@Jo2rz&+OE{7Re9n&ib~c?-PYpPV
zp?!Pa*{n~>;P)y$ngX;Zj)3;JR0t5rjDvN;F~Bmg2}V@<0(dlIemf*VC=*^yOUzgJ
z-wgcfB~x*jG$54&1Om;T_yW+Bje(_lwWsR4fT{uHqvNiIg+{ewKuy6Aa3#tqb-st1
zHomY1AcHa95=<!NxidO>F}MzP{<oh)c;{7t*pA+D-y$M?DER;LV#QH+2uyB_-ypTc
zuOWv>z$<|*)^U(V#JkZazx<FW;_1@CW&5iLc;oQfoJ~+X(+U6;oG<P@2O!!~2@#x!
z-R0>N0Xx_dKPDyO3jf@f)eGn_&+$DP_`9!kb&NOe7nwBrndpW0l38Q|H4{5Xkna{o
zC0LW>;RB3xUD;PjcEX#6BmpNs0tDO|5Ss%Y4>HU;$klQX;yEQ8fzZ}o+?E3Tq_`(R
zn$j<jK8*q6pMy3ZU4f^m1|xWRBJ5h)zrAp8E^2s8Q-P*^^2&d+MVxy;zE!9KGDuoE
z^&M=uvcOWB{}|xI)8UG6xiTE?n<i9EP<8NBJ!%~YXNjS2$VN~Ys?M3JM>+2Rqo}l~
zLLHC>AlwZU$lCx$t#iMx7obh&0#wT6aI%*0|F|qGegKf(4cDRn<F$UrBVQ642gru(
zK`m)c>|)RdsOgplK_*C2EvR{gJzXeGff~md6biQQ<&-SuyOV|Zp57JpI+6q_0AMP6
zbt?@99z?`Vkg4#EfqA)Uh_DGRSX4JZ_dRMH96?Hpp<<(PpuiUsuO0lC1)xIsiC<zG
z6Lgz@{}I=?68eEM)-g~Yt9~^?FV0a(HF{D1`*AQ6LRbh1*JlB{ky4Jx^jDV`f$?q@
z>QVbe9)}y_opE_pq2gUPe*r{d9He7}L@%I0WwmqQ_nre;#E&L@r+_}s8OQ`G{P3~+
zb6s&l2usDV56Qj%pQtIKYyyOJ9U#?Vv-7G_v+g(`@3v@q9=9iI2f1YNY625h1Y~el
zyc59omPOCDq{>?e6e@u59Z`21P$o&z2l5f4#6blLs2<S`5XpVrVeMw1;NEh7`!*YN
zq#-@Q4TuM%{$!wVOuKG}_(}x=v_~ssS9AYrw}>kPZrFJ!J^4GHLy=PrRi_!E*JpR{
zhDDMB<<0NsBh=76B#R@>H-Og$>=XbJSrcc+yW}?B1$8GY((=L<b2#LJrG&jpccs%z
zQQa2Z;()wMrUR};`IC%Oz|-LXu|&Di>zY9cjZgDRn%`fhj10Xrq{qa6_Y|%^4XX+g
z^&U_`^k@9M*ZPiJXb{roTYh@=j9#Okg*E^Uv5H7Jr9KDdydpn+K!qI&e^vnE({sR|
za6a?{6SxWan<g^Mot2+8a!7QMr_S&2+QNXyS>$Om<wcr=bQThm;csUW5AvoVxT~!5
zf6Y4O{_D@5f&Qx)EbglZM+iB$286EAGXAdCIwW4}x<XVy?=7?Ouib|t&~0o}o0;@p
zv&20a!9f=3ACQ<B@6H1zebf~hlbyNm8}GP#9Dv7NmNegCQHkejh4eD9);0Y89M)1K
zU`={cbe}{1`$lL`Ayz_2fA&@~DWN^LWzS0}VO6W*{q28q=^JdR2Pe3sK>{7$2={Pj
zpyUvFN5G!)9>R~bUS$x-jsZiuDg=eVhRs+(^@iTPxDV240_dP(#{rSEj9E7xB;tY2
zYi>b0L&|?)FM96)=E~~Q{Mhh6Im!|*irj|^NX%EjX(7Prp6~>uItf710Xyg3;425+
zkKTI#mN@LFqY@x0JaLI?GUhGSrTpTyyQbYW&vZG>PAtVv<7bl~j{>WF=>FnfuPy3Q
z=sVzeAuW+<cUDcYXcrxHey}~KVE%X8`2jO{MhW{ppN#(djIdF0!C;gt5Vk>$vSU~S
zg=-!MY37}kY!IA)Rngysz!<X|Dcx-}kS377bpwE6IsqhJ*YR-y6klUN5KWEb2c+tB
zrSAt}7^XY7x%~ko9B~R%VwP6~q6%$kOEplL@Ws=GO`A|%NA1dq^YyhiI4mN3=9!Hd
z<D^f2zmSJ%!%(Np*7f23f6^Xbi+isf+#o<o^U2Q>0K_bu9Bxi3YCbl+dS+%AHJ2Bs
z8$hUoonhOmWZ0<4L_)P89}Fe~F!0^z7K9oA#E)oO$}uQo6S8kWI`<k%dqWOvq)@98
z8z7Hc<iZwG%@S1k{DdLZYe%jKyXcP)?l_bL>kh}z{c%X$Q2W)QmOD4@U(OOtmtgq<
zp*Inj<&_WxSUj6#8BiDbePdkc9Qq(|rRaBj%#P<Xa-Wa!m+OW^ia<1}`{*uVp?M`6
zUD~hgB(zo})fOLpA0>>wL9q{q_ZJoX;vM46y<_md;$oT)j?UjPmm#;{p8xBSNkdkc
z!KXa%XGG~wEO}1j@Ka5;5|TiHWOFtWC(kU(leOsyuD<_?(pR^{g4kjv9W|cIJR}iJ
zg$xs>l}aH)9S^kD<Y;PhM{CPu3`kWNV8f0ZP&F$Y3jf$_y9)Gt7F>YnOj_C~0E!G!
zMZH(NEQo)@2~;Q|kRB;TV?oq^YxZRH8c@PKzc@R-ehIc`NM=6LtmV#$0bfUjB!&J)
zfU${R`7VlnfH_RQ*~|koH5_m;&J@^B)|q<)Wyvw1B9*!v2O_M4ZSvNqKjk9<s!kM9
zR9xwH44IwCq%RQp7K3$u#3`KXKwvX;wl4<ji*_YmkT{!<*4h1JW>(hw>>aCo{x-4w
zVP>lhhJffn^iBJm+4+MKymn4U9j52U^6PkkN0iY|`LPsQyVfm@*OZP)a#|fnFM%wO
z5WH>%VxgQ;>-jN6rNWxB+tRN4s!j4hlaSutOL0u)tEf6FH8;9IPt!}`TJl9R$|1%-
z5X%e5Q&;L|WB$8#C>24Deh!HyLDbt=J_l>VxK0*%)Rq*1WKGSbQlHE*i-D!(=Ivn5
z-}Pe;5TZ-#44DK@XXA_U`7?=*J6KAyM*sxAJ*do-bKeV;SxJl}Y9!g@`=()8K)JPe
z3JvEj(O}jc!Iz)7>-*%H1qyy6!z0N^owrA{cT1BUlh&UJw*!UxfsNvJ3M|Z=XGiHt
zKx~*;^0bTZ?QVuisK|1$<fnukg?VY@_ZP~;hq(q;r+pzYI^PM}yXH&0=L*|$VjgZ6
zuXO<@Eni-`=Tp}G9?jD9vs>1=3m)soq&zn*y`;GF`RFj+)8%X9pxYMid>b@|C<+3-
zV&it;mRZAf!s(1pN{A}SQe%|$JSgX<W_{FB>^eV}&+5((%f1iFu{U?b+RYx`o<r>9
zxyw;B<()4-*on7HCD*pU!E^<l>qSD&)~)}s`M;d4FA4qYug^wGt)(x30NslPHLG|j
zBrc#)Fr}u~DxU}R6N!kN7?xnkGH;s-CU8x4SblxcK4v)hYJuL9EL5Hbdngh7m0+5j
z+K<D@fZc{=8YFZBCUjUDx)8T<UTwRr=oQqugo!+o1j<D!_?~GQUdnnYdrbHX_)hk0
znG)=P%*@)cTD$w($LsUkypz;D@8|PsbJp9_vGrVr&HXca>ZG7z(<`X2>6Hcn{z6#J
zu9}Jlzs_yuk6%~v9^AAtN3m{AVQf&suqsg=4xe3KcS~*Um*3yxJ^tF)w_GYa_hrt;
zy3oog&pU(C22-SIuPjSf5R4*NFGt=<h_!H(6rS(Ag7EO5sw&9-wKDs^lB(Wp)Z45g
zKvo!n39nxQ2%-vv{2P~G$SdfJ3_mB}a8EOkY%B$&xoE9~)G6^#uc6`EzRk$fEN&i%
zcFn5|;FG4W*=9I}H{z#rrKp`iGOK`EC!7={4CZP8OYQYTwZfW-uK`sb!$_Go!w)d=
zF&a=@?(KNjkw_0cf0v&~p6(IvbRotY3_D{ode(z7cI6WOCfiWLkur=*)>3bVK6wGu
z6?l=%FG|G5bYhF3b7>T$wAZ++#6@fLnJeaMs0TkyNsf8{iFs<Pow(#6ul07?^)Aw!
zo8{|yZr|+q?a1sL^xn(rTg%t-m%eOzIaYRu-{KU*F40BrDqeGem=lLAE%%?ms7j1H
zsN)XmhjGBQrnkkgf=@K1h!oOi1?pPt&P<*`oo1Xvx|E|?c5P!6xavbkNDcM6eMldm
z0v~}$cc-5MLCkkRj`SVW>3KhN{%NyT)jC<}^{_5Ola3Adx?0h+oJzagEWZN1qCHJb
z{v7_>gtTZ^A@Ydpg^o#HbfvT+%+IX@7Sv$hLd@EBOoPZth+cRls`hMq&v;yU|FmTE
zH1P+4DS_E=ns>8n<)trSJVpKw6e4D0EbeeMTw!&<#!N594{~O0bG$1X@2<Zzc4oZ?
z-aPO~{iI*Ien*4fRfrWnvV~q+QX-eRypH}nKo8MN7Vs6#KD+?_|2o2!P1u5TKEWTU
zWLGsCU_?=->vV(m9*~6n6Qn5Hu|fnWt{Z_iLYu^AdT!fp$IZu~8`Q5~e~>_Tiw5m@
zikx&Ev(YC0=YYKYGfdNy$S^A)@}ngN8*3N`c|^II@bY+fM!^;Mf$u9rX!0hVam%(h
z*p5&y0Y|a8)NQmb^JA-HSr;Sf9pNYPHNdC^TV^BOVl6omv%rKHoB)ClUXp?=rwZqr
z^1q9R-Vdlp8eUMhVf1-*HzbQIA=kd7AMM280vKYhm4i(KG{ifB%0Zfj4jYSEsPWU7
z8PG~2ETOX<$nMn$p@`4HXcPLjR)TcDhpQA%K@1XtGlXZb!waZj_(jaF(Ts!fGjdPG
z`xXL3BgIsR8T9MHmVtB}a7?uhIdqt`p7o!@rJ90tDXlt_Rm*tzs2rJ>L?y`UlohW%
z=7m?`aZe&a#J*y1yD8bC7{RDpsLg>3W0m|ZFu3!`v>cy+_MgfO+~@;jnLN<<I^O`n
z6!!u^_&7FaCQSrc-H?PZ%)QmaN)M6aO-US00(7a|U~-@cbFBge>3A(L=SG7uh+PkK
zyruwMeIiGqIzr-96m8tw9R3^xcu=5VQDo_RB$k%SF2(XB;*>-JhOq$KSPPU2^>oGs
z7|x&O0aW(*px)l|mqY-VOFZRe0?tveRA~RL^t{q$Mfy&mT^-6|e(KSM*>y-+$SZ*}
zl`eOkmk#u<Nhb{q6aJMyfuic{W-aLYLU=K$B<jK!pjr<pT8_unpP82fQtm2{H_x#s
z4Ufbit<Ic-EmH?T&K`Qj^bGY6_+BolmO~XhB+Dtxtp2QYb-Zw+O2^m^KsQi7hx)#9
z^#@!z?g;hpo4eNS+~$&brLUPuTy93lmgtiOCSM_~zn}4g1f*+0N5+9Dc$A1e6}$%-
zlV;Yu9KmLNm|{2De&k5F%Zk0l7c*&iJ;nNb8WdYng6H>ea&7j=wU2S2#{9Lk+(-Y3
zMN|#wz2JsAAu%gcI`UT>@e+{SedT)j<OCpg|9ZVZQge+FMVK8FMsKUZfrP|*7h%EQ
zPr&Me3;4$tnVedmhHK8nqIB9GaL{P9tRZ?c46|D#<@i}-nLo`eo9F@*=v41Lpu|dh
z6iWQkBmBvSf3V6@X5^Eh>?Nt-TX@exW|xswZMk)rTwvqbDuF17Gl*DnhNPfkCM3Kf
zkjs;j@NvzRLbKGAv);dNgMzBzt&)YTA&@QG0DRgupBh2CX0;AT@dfItznh3A^wmR$
z$8)zELMa8%Hhu}fKpP!|4J5!gc`{f&CPQlXSmC{3wl69^db%wHC^b6askPl~b0l&E
ztxQKXJ1b`V3s^(DBq4e_jOIBtCV&2rR)8w$KdxDo4<%2;E*9sjB&m)$wL4TSXMiyb
zDfb{spu@dILJ33+o1>IF#6<*dT0wQ;T_jEEf2X1k?jT=80ygV<Cx8@{C4%-5hqD00
zbN$K8n@-^7CwgR5WT06cUkzpn#zDLC)?no+U`O4gQ%aaS*<aO0Xnf8iLMC!#7}v4i
z0tr9Pbe?VrS&Cg~RFE@fH)n<*E6j8>fOmVzX6CN1-P~V|aj2NGAu!=h)m47myf?*K
z7C(JU=tAo2Q$Kh393j1dbyf^!I*}(QPpcDtWD^_Oee-`;KvrrfpbPH=!En_;x36gg
zZ4z|W$DwA&8$8O14DFB4%J2Hpr?@pGLu}{(u*c@k^V#yJthk2DPsQM;x31?=RmU)k
z4}&KO^w$D_yb+9ucd;EX%s-JPTaANJwFWQ*@XC)!S~PtB1I7Nvfy7CWEoS5IAy^*#
z5-)NyxqbSi3mZNHBD_u`NM1Xs>mVRncvOAG{O0Db2aIci2ZO6k|A32WVHi}sP?qnX
zaYaQ9U`!XF5KwK=TDmP_f1qI2{V>`EVlvg)T?-OBOBVvzVe`n{ZllAETuMxV05XOV
z069@uG;`6AK=bZ5q?7Yini3osM#0Q#6Q0Zio5xPB<DAK0tKqK!jfYfpCW934zH3^P
zGmYjg$Awh@WNb2psalFJ1LC&3k~1KKV{l{K!~7&jeJ{|Ee$3o3^B+(25)*lljUV(f
z$Dt$6_hRmmD`;s}CA*A#ryh$V^tGUBSYuZ-rvPG~8^C;V5ey4lLgwDw0k_c^Q=oAL
zkOx4(=|nA1RHuF@cL<0of<^<r%LS0oRTNc($;hac|9TS2)6A+#{?BIyA3lu<1@`M*
zzRWKq9@4xw!QM{T>iWQt#-S05Ca9fxHbnb#2Uq5^9W>X!ptbVPsO-bEW()|=e-7p)
z92wSqj=PMjK=peC#FHya$4%y;!Wf~F?Rx9Do=rZn#biEUP3hJf&s_~1riy+6gr=iC
zK?e(q;(9XUJcm^9RO1;`<!!xVu!v2Xn9MC+Mf$fR;H7H77A_H#u(~$3q>%ZOn{W%}
zu~^^oNiCBs)*Ss<#rK0s0WDOPekfOp`FB~$fDft7jDaaJis+YlD(!26gP4(ozFJhT
z<H;<3jRR$e4UmgEPagNU>ZOlJJ3mDQQq^K)XP{|2qf?G&PQL2O;e=0{gn^IGz;Q|}
z<}lTe@uKt!W&4+lNCAVr(QX<!$~fK|fUrE9gFigplmBEGv_qU{+rj``KejklwOT-W
zGW%5(R2zhA01?J`?w9*-JWrJd*<uAy?N2%YX#-20LP*H|bMbw0IusFwDbW9Y33z=~
zVYD9LvGJ|1aar6D1w1Aj03mt-P4`p-Kw=y)co0o-ez@h^0LUE20a)S}X#xo`K%zB>
zrh(yq%mjM<*U*b79{681AE)jp9s=HU!93$$`kcZ#5EZM!ct<)QHQL5AFEkVDEQRQ%
zf|!li6{dgX^IP^PK;7H-bVa-VuA(0VP&J;l*B|oI9e{bTCV-yk6JuQhHIOwx^cNer
z0|`aCf|k*-<T8WU1#odfod}3j_^T(F#RzpNW}5^kG4X{h)GSx3_CdCZH7(c!GR-d`
zA&6=)<nuHmYf1USa~9&VXGnJaWr_x2ly!`QMrUBOZakV%qiGjPkZ#bD%U6SfE5LFS
zC`Z(cn)u_4fe==Bda|jn%XOnm4A9AAty^}BMkk`H=>2%WglGYroy><oJNQO=FGv9v
zeU6$bZ%Fh?-qK%0wQ#)vsFLI5;j7EVi&?RY%%?(nh5dEFn@t-e;Ykd=0^eC=OE}nq
zBq6NO3IWVo6mI64Uwi^c|EnO9)ASAaQZkrE+wd4lcz<VeD}+4zxvrBXNRV)|?T3fR
zH?RA3LfV_AbR2$)WcyRP=397&3ut0T5|0WGRaELIb%*+*SiY|GlUwT|UTNvM{>&P2
z+OmBPo^XLmswn6}7koL`O4u<55~Leo+1UZ~6~jkC!u5=)88-uf@M4$NiPTTu;H^t(
zkJdjsfr&I0FJ&Y;WEyRX*LGS<KD5)I%`-|XHR~n6O6)p?Pmc4jYJto_B|8v3n)Zg|
zjz$e!LybC$YxPTKa<2v${=(0L2#*HK>*kB55o=XI2EY{y2Tn`@br>Pldayi_dJ1Hu
z^<g3{shR-;PzZ#W!)KrdJv5^8Mobpq!jhlpZJf<3AxQy=^gxHF;JoNFU=4XRUcVK<
zHGC{~xhodFU$4`J#GM8cjTd(R3eip65-iIh#K(S-sw!R!ru@Ri-h?@zKdE9mk{kMR
z(>xn-(>~KpIz8BA<MO=zaxq+B0p{jf-m3N{6IHfC>8;5t&`WTEIB`x3FHhJHTiJa$
zVWn$jnBRT`t3Iy-5;y5~Q^%6Q5s|2b8L)%ahfJG00Pr)m(%&)ip-CAMHh&U(n;MU%
zOf8A?=ru1^V=w4B$CjV)EM~5oCqI;lbZuu@9WwG{g>y(dg!_HFi^gp65u(R8-IA>x
z&3oZIT`A?*B6JQWE26vf%DthEq1fp#qUrDp0HMMg=^^wu&d9@Bb!kU*%g$=fv$1uH
zMLCI|(<`$cv=OfNH#3NBfPkF#QOdO4a|nH?e^d4(!Q+E;729}a^8T4+ma}E@PD-fd
z+juVQHL3~n)oSHbQ4wq+fP<MikUN(h+%Z1~9q-3+qWV1E@RX@vnl53Yb-&NV-oDF=
zV}|d`In(tJ(>c*zYEf+CYl$;3+&9jFh1VZnQwXqVeI3%msLK6c-%fEW{*}#wlTk|K
z3na`KwqFSoT+(Nbu6lzJM%udFlq2U#F2s4ay$?4vUQZ%FwmYP&Y`#GI1IwPUzDK*m
zwF!eh8oqdm9VDDIiYQ~AqnQ8`uSE#N6XuV6`Yo5sSk8MTtSd%5Vu_sFC4{Sb&uKd0
z`i)?iR(QK9e-3a~ba*~8+;PuRo3WIpHL@m4kt<A7sCg~o4%)se>UEgMe8}~&#%`1~
zet?vbc;q|S-jfuxGvMiAZXzr^QaDSX8z9r-wV&Xs-J$(C%=`p%zB`_q9w4cnn4@9g
zZu7dInn9QA$C5_i&N=oshdSenoj9Ik`zR$|xtguoY_n>Q$W&s|m5G5DI}|GV2^SU~
zjqWqVmee4yYO@n*ZXWviS=U3bUc)Hj8B0>vJ!nnXY8T*rVhXu7zpyuh3{_Q1iahq7
z!k|~U|CGF>XC1BQ{zQ}1AP`Y)_3rjaYQa0h*sMu4H;R}E>FgM7U&9EOCbsJf^QgVH
z&y*v_`OW)V4GMd@*!<9-GEgDP+N$%J#xj0%miD6s@5uUe)jk7D*y0C8Kha9dKS2zH
zBGqfiGW}dnE&&~U@$M^Z8-{e7AQq6jnPY9Cm@NhtQzO21vFQ_8kh_8IE3pN0v5W5K
zJ61`2HoR?2U-Aengw=R6?<WrIZ;V${Yc@Y#qVQZ(`=HNCZ}%{M;HMd=hn<DiOQTM|
ztN5sQoAN9sgMnc)Iyea8e#5yCK@|MW8MyQ`uJBgFb51^er+NLohCG)R=G7)e9=724
z*a7~LhZ}LXcpp3I4A;1K?S;&9c%nqfFK8J!N-qWqmkn<fsjVw~4jIM1g{3gh9Mj|Y
zjY2;cUIPk!rd8cV{e|m(>78(*R{$876lS*9p1_(wv-rtr;|8)AjP+*;gxnag@j8&a
z?G;qn@-?3}20pkJT7|U!g!;<u-cr#xY%Z>Yrj38rj=i|vSD%+tBI-y}K(i?VUcvs;
zU!T72?0k87;Sr;;EIcxK8$~B#7_@B2R-bW`rs%rn$w7*+LShwd=hJwvtl+_#E0U;p
zcMILq`xzwul}?JIu1LLh_SaD)jf(1CI9n6E>Is^jFh?{C4}-G$*5Cul<vH2<YOwLx
z=M55u4ktHiJYfg)?_B~HUXG$fo_Vjz!5AS4-0F!|)VFUOuPT5asszH?-6Fei?sPVT
zp?7z<{qArN3Y&~)g9<k9k?)dae}LEvGXLX;id3fZv|Y!#;*E2&AXwjVp{Z#^rP=`P
z1-xt-PWzxO62f=UG4uF)Pn7Wqoqe>-RJo{8W!~$5PEu#-jEUC_k^!^^PM)yFyFkDy
zQ+XDju4LoZ;X9rioQq6DKxQg9xQoDQ=iTi2+P9(&k_GphuQPN?4$%lJ8G0bq16Ad$
zLnOjjsO>syxL5MVU((+)%^*JA<g(cl?$qgF1-o0qd#CkkYzjy&l8j&v3f*U4)#(#W
z0fQ*%-lpW7BQz`epHr}ZPVuK`cV;N18Rq_6h_Q*|2y$z?19(Ej<X^y}zT#5a;o;JT
z<J2`gy?3f(PgJ5_np}}5L1Zes611OKp#|?sr%DiV-H>dLHFE%Ce8e}NZrQ5Zk2okS
z3N*m!3Vu2fxWpbwq_@7l>E@UZC3#{eKO&Oy&HO952TNyk8}sJD=owj^{#v^i`*HQm
z8O!e1pg2$VPV$bE&u#{l-)?XQ1%I}2igDYj>%BF7-uQqQUI<d?EtXT=I8zbCvkAN#
z!6tWqB2ckeIHSVk>{29BG!8gl`){%@PFGq^0>${Is(`$kZ_<)hO_b_bw6Q|f_h*D-
zZvVjjsqWgdoKG0Q8|WIwdn3JgTvjoj!h7$Bgd04;ADe&rJPR-I%lt87hB)U(?D<}f
z7>*s@<{3y<C{ASdTyKArHpbO>QK~RMG5cbjsz!bv;YQEd=m}P>P&Eb)>K<32xu^6W
z3C{8lwH>RD91rJAld3JpM?@6T8HMYz4k1~N(1y3_QgVmRf@y-=C*!3#3``t05y2}!
zv`h&5>DN_;0n5^JU21Q;4Mr9<4>udqaGrwhm{ZaBIY!Q3UQ&Ef5oB>S?sM<5)Amqa
z*BRlf+dZ2!QJTcz8|#HOW4u<^NHua1Ps|zeD3M11t4_No7DwYd*6at%SiQWxqFp?Z
zuP+(?VH<(+6fkVHCE0?yOC~aZcB0t$5Ix(whJ(uOGKaU3EGw1s{n0mHOiiJk4jL(=
z%l7(664{#9Jlmaxk#pCJs5e0hN@mFzaw?`m9g!M_-!pp)2hT#`Y%;I~%a^b|%}woM
z?~So1%XU*%q@wq^pd0nZ&?|Y4A2I?4amJHW+uUCyA0^xhpuIpi%?xcR)NF~&W!5d6
zJ%XD&UjqtGDrc1IEzAUx6zmU6SiXbVp*wx>``M|j#GNe$3GuqylEtXIR+p#smx*qT
zZhmqyJ)41NfiGs>YCoofeWZyn=4RgJen-%^6Ri;<{h4ca*F}~r$`Rn^iqIg&n`GRQ
zK%-vDjW4$xc-DlO+)Pn?x(l|(+UNiwJQM6*>*EaVH6rr4p?t-&yFtOmCENm_ob;D7
zfunh}>TrlyXQR5K)i|(`=`V|HHSL)w4>3m&uy-h)jRZHMGNEb6XvI5bam35ru|NrR
z9c2FLCuhRFzKn(vAY~=xrm}669_bdSJ$=GFK*;T|wS%&a+TY-FV9Gy;C5kmr{J>`N
z*ZUm9ra5Nkud{BOR*R2HT!Nem>Mu^dgIStLz}a#@5Y;iqXxa9QX)%U1n9?iK&D6ER
z_`q=Mnh=XZD{tswKNfql0H>09c-6L{8^F$`)GHTT!ly~4#=F7XBKx*K3PC-t>C6xr
zHUf654~_f1uswev8KwoTKo4^;fufivwGl&mL<in}`A%Q@t)@3#*4%wwU5pW%I0%A*
zk;8l51$$-M*?~^K%GqkgY=rRe3h`BHUW-L{m;Ye)#F|u1AvBmc^cTH8X{e)0lEiVm
zetjTVn;?jHg#WmaI5>3~|KzUGk7T#&QeQ!9m(ECyC>#Qfe9ccra?RBWjNETKXKna+
zmpF*{Y^hdYPber}G&L6H>s34$5h|=vJX`CC)au$r_%6F<IQTKl1pb^pD>W<@0(dcD
z{h-F9+@G;AHfRd_a%ZnUqT(7+llIu3*9ad{A)M|Shql&oh?Zh(T^u7`QGBpr?drV0
zC;!C($HzgHx{{!zW-<R~I~**IIkAj+iXBn?MCg;E+fkk$|623;e5z3q`8eQ0WRqd?
zVO`;1>NnnReTSca8>h<&`KOo0YZWhHZ1e~x`8y8NciIh@CUs9$P^4_oI`?(^_Iq8-
z(2u^2NF{cCz<Ys1>j1C!w8jyMz`XUlQT(S}e1d<3xI9DL*Fqi0`FWNFYr>Vdad5tk
z{_e<0MUMwlD4+pd#(`{67CDFu-@!sa<5zrI<nHv4fm3%&#6`E@$H+JL!fM*doD`|;
zpc$B!n`d7sO<7(QIRZs9uSZhB7JjZo7<1gT_uX|UI}%BmqorE{D(MV(O)>W$rt_IL
z1yFfK;7Q(IwnQiXkPS3zdIGoVqovT5z484LzdTl^CDAq48y>%Nuj8OZ@~(@#m;xR8
zoAb4-H_1}hEeSbVQJeDZ%7*DAdVBO@eO&Y<rY&SM-kDOa8Ya+CB5G4{@INp_98kN&
zOk5kpmtuV9fE{FVle)Sxj|;S&GWhkM1k=uZOna2(<LLRe>HPyDGzM-+EC*jJH;3;P
z*~o3ePN#d(+ND_8OLEL>J7o&k25HLKMVYp!Ngv~zaA}c7^R}&Usky9Uh+G(?)Iu_+
zxPm^!l!<En(tOfTJVx2GY-yychGFw{n`LT8n0`(H>+$*9<E^!$c%?Pm4KU$_vp6&Q
z<QkLW6t<01>FG}l^Jk2fnAOBuI@Dg9XKSDQ{4nMpdrdr>2vuJU?f-mhKa;h4b!P|0
z@A!m)w6R9u1Z8aW*Sx!!s<4_$^bPdGW91RP@xiA3k`2t(k;++Qavxp~2ATz3{s!4+
zrfRuH?so?CT%-5)oR%VBC7WC!Mou+}*{Zqw$2oa>LZ<UMQa5-UQfEZ(`e!YDncAso
z*IlRTyxGY*AeL#X@hh>3ZBwMkGON!CC@Tl4hY8*>J{Zu8jY-TZ>S|^|xbN<9ewIzh
z+;<w%wM-7!uXZ@VF%d^AP*3H28sc*s*0xJpm=E9Wx<tKEJ%29h{O!3rLTaFYQ#|FA
z!0-ii0vr9NQ>QrEi2$$LJ9|<D<uxm~=1Pf<XkZv^gSgy{_zs@v22QTvWqqW-R$Z=U
z2?wcPTa&VPtZZX?N@O;BWeC9e0kGc3%lyWuVV1w`k`XsMl_PUGkic{t32xfDP}vuF
z{Jy-g1p$_Kh~N+1r;B$>OvzTKO?$YyOb5|-b&VQ`kBXIby>Q_w9=`Rvn2&})<)eza
zN^D}$b;;@E^G5O!si>D5$EftUBP_LP3}=DVEXbNcQOC5d4dKJQmf-^{-}P&_=fq@G
zM5*XmT=zEq<8ITD$w4RJ&l2FcrPZnCYLN1Rskq2VC%$ZaJpGp5jgqu5!A-D$lYHyq
zx&{o=Cd^dMd;x+bib;_5Be=m6loc=tVcbDRXY*!@tyc?XR?9k}l5*2&dpBWGWGZ>T
zMAtu927YoJFWAG(n^%F~W=^vHsi;vX(Z#~(2SNs8wcLGPvGtIc(85Q?RA-c(m*<_e
zJUqobIcQgFlr3xZu6=(&A6wgc^{taPEN$(fcDJ#~DM>~&MszlAW_xy<_Th1t5BAJg
zYL|M0jU!zSyai$lz|N+t49_o?A!XZida_UTu?K?B&64>?q@8?tgUwh;2V-ZCTj2Lb
zD~|3=d(K#D-707eM__W2zO`1ZV>G~`Bj>D7aK_uMxdn8<a&(h9e<ZYPHv6Bxovr1O
zP3+`(k#7`i_Z=&6*{00(8pW6myd|M|jFF8u41P#qX)*IwU*w3l{qTc##WP(8MXlOg
z)5kXB%ZsKvv975;sC2_imQx(92SBoF#FV6uIo&T_ug}K)LZIO8A(&_DJ(kdKw7qAC
z<jny`?vGvYjtH|J!)+=xxO^wrhS1<SOdDK$AezdV`;A3NlzhQltJ_^+pL2a|dG+hp
z<;4-9CeL@xV}fk<;BX&^0eIl^Zl~B{jB4!M8B*mI>sCmOi5`baedQPDFZ)8U!#X0i
zf`=ay7KwHf_neN5TgwM8G)xL64N^oy=QV%bM)4YbUNL>ca`TZ{Plh^mkpsJ)!G9s*
zV2mSOYg1NABAo6y{FIX)r9FuyU7D<eSUcRqWUE5kXcVt{1Qr9#YQNJjg4P`?T5Bwy
z=|cF{YR=KHxoI~8YI#-#m5xl2An5H=+3s-DCs8))9gwXlV(~qantHalP2(n~_h>0Z
zoP-aEPUDZ@g$NGLi=&eXb+uQ~O#HOm@@c8b^g4*q7*q?#=-G{qiVKXnGgMMNlQ%pk
z>nxOVC?gQC<+JCda~Z_rs~X<n%#OT)ysAO{+A^6`OaaJm&gvDV;G)=ivZL4PwrxEx
zDu}5(a_`=yC~CXk`7(u@sElE_A0cj#ot!h+8%=~h(yf_GAEFo?Rq9%tiNiER_jr`8
z)x6yiwXC!sz2D5zfaRfMgL7+&^MXzsQ9Dw^FUKTu{a^{N<O#ATZlbDBYXA_{lbFMV
z9=Iz??<i6s8c^b5Z%gS_yS!Xvy<g((*x?#sW|#lT%~){5(&>$TQfe*12>GCuLh4ZX
z_gy2Mi5KaqJcKT%@zWBw4cOREt2$|X%9xXxC+x{~C@94UwZil1pH5mRlo#odki}^h
z7I1ayyJ|e#&70N9=|@aBqHir%Pw7r}Mn`=UzD%ED^11!<^^>4|AGH<@J~1cGXp>F3
zEKx-gjS;_RCzgh_Xzr;c!d6x4T1FPS`wY$#>fZ1?F8Qpiu7ZOLj!(Fj*T&a`_jVl(
zk3}^#%JmTaF{e+4<aN58p4prZUlN?~^PkWz?Cj~X6gHg@PKn*|cXumTn(W|-1@kds
z^I!V@jW@3-zSgBfkC`1dbrzNGZcRVy$SeXY!&)%+wnuI<7m2dHZz7}PX&Cl)1QXYh
zZ*}&(cxPb#k_pAAK0IWXjw6{beZFS7ByX*<zb3vUa;Q*D?Ikw1y2HdzV>LlPJBwfL
z{n^rzMu{S`-E+kAme)klH@XA}eHIz%*|C^Q#@tE2Arb|#0pVkwO!B?xRV4=j`?3eZ
z_6)Qz_u#Lp1*hm7)%&1>h@E*_JIoT)z~>^|UsH(wu^(4D;P-*)?Qz(=DY{!X0eS`!
z?l$u`+sxaR_d~REbGoUXK6KT)Dd8!r|6xAYF79h5Rd=UlBr;8xf<S;ysa^5mYAA8I
zrHl!qcCf_QL3*#Wd$2<)GDYb$!;ph}YE%UUdbB_a@;zRgk%PEr&30nceufseIgvh2
z6!dw%U-ZHzn?7-Kxs9&z-8n`!Ysd4&t8Xmw1K+A|r<d-pn!Pz~t2L7$Sic`4m-5P@
zE<rt_YH;T)uBuIanL&Y{-kV@TtiHhT_EXbE`n)W>sB)Dj`zr;WCW~KOZ<p&v8)B8H
zJ7?hZteC}irqb7roSI!;gH6Y}c=fOBduOb@0B%Hhz$>b6=$5_qZqmh?r5KhLDti6p
z`KFLP=BWEFm?1D^BZ|*KsCVQ&G6ZUBmRgr!NrdPIKG#yz1wIMI++77Qp4Yacx%_Xa
z$(io;GFyGN1jqW)kWsGFa!lwf0t;7zJtk?sxOXQNbdDMy-lh50kIQY!A0UAq2+!&&
zdMQbY6ME+ksU5{8eYnXb)Y$V0OEyvOEJP5Y=If#a9{qZ;NSoT-)L^T*2D=`xi`Cx#
zJzT96{&3Hx3^hs{oz&s%*lceb%&JY_Znegpfbs9Fy6UQ{Sz%r$%wA;7AqagLFHOJp
z21lmw<eNqk;FWWFV^;g+H33q;EBYf<q8)7058?3~F%}+!)ojV?Dc@*FxK3LwJ{;{!
z_*pBOnbM)(!N;$U0CK|Rr$Ddv?$>Sj4jXlE)4V$#ET6~oz_$I<K3LRcfeF?C;JXQ%
zr1MdnoL;SAmd8Cea}q8)5sNmsW4>^CR&<y9C@mpb;*-doFzUk_{eVP5M&LG{{M%gz
zIMkerwq)pqbARbkB)I_4I*op#W6k)fJoZc(p2SM|S>B@?7HI~DtJjD-;k!vhT$jv#
zCd1)f&zd>ETb%Z{f9<v<AzPS`7pU$z8qSX%3THet(z!GD?bOtoWJhVwCM8g5g4lx4
zLI7TTyieNvnzVXC&+Tc<_}fxpmj1>3Sm_hD(Tx>u4W)6l@bpikpkX}@O$sTNbCKRg
z=DK!UH6*d*RI4Dlw8jv_ebMAKm#=OH+^0=*mm&vY{8{Bg&*Xq-BwOM8QMjt|;Xr(R
z=qe^Sf@}lrEHPp#9^Vez;X_=W6#cM;qq-+D{F{g0!<lcze$mfg{5<6Sc|l;Fw5!DL
zj<+I$t0PeN+aP6-M3$(6fbvLOD$=Az-TE1Q8s0-8g%PpZO3NFJTVe(Ur07QxS^o=8
zBeTC$sNs09E!or(k+eBj1(tkTtyY?5mV5>khMhb$<fsdc<FX?WSRI7yQ*uxxEvZMg
z{YsBe%ukpM!l;Q{+<iSB&5nU;S>@4TNODWW1C=vDPSaH5p{z(T@@>rc7OXl#_9dL^
zPiW@H!#vWXM!l;1Kbf(mC@vRkBNqbkrbhswzQ&_nln;@J2p{&3>i`}J=JSnp+tsAT
zxsilO#FVco5{c(9mHcHP;Zf%3^VIIqE;sWB(4G_)0JGr)g<A@si4s{Pw%X2o*u**U
z^68AMb&wfTj7G4uR=n=w^M`j4(YJ)@e0U%FD$w+3<SJg~2yegYAguRMogx0@%X)YM
zma63;I^`Cu33>9|Jtp)c=XWUj_B~}w421^h%SN10N6u``b(KzwbTx!EVl_5C7IHJP
zY4k=*@os_7I%WfZnbsRev2AxAZKY^>;MFuSZ#S(s9a|UH_<h_OGmp{jAd{8}yBp({
zt~V278TeR?o9<`O;rJNus4WmYxYzPQQs;9@X^cU2>iCD=0yplo>5=obUP%F;Y?F>%
zf6BA8$k-giodw=&`eKpP4!iOzEeLsZbI0=u1FIQg0aMZmqqi}=B)dN9^dt0z@0gRg
z$)~-uZFkh|M^d2fgKd-xm=>ceZH>9zGVdWRJ+&Ta<@n;mqQEp#fxnZdllipU2HIhS
zXWJoKyK~e+jGt*DWnDShB5@aWn7wc6c=FM=eu6?B);R^)8YEt__VeA4AA1`a>(3^z
zaOX}DyNiJ#80UU0?IK&(@FmI56dUHiSQP8i+4F7g7X*Eu>Dk!v>?t^-mt$lDcWP#M
zKeld4rW`giPc}PFz@5`sLfwF_<*ir7wL6?2e^7ER66;ZSBV<ZG1~xs@jn36Jk}=E|
z+N3`xJ@NEPghr1PDuBh_uN_=WHS6C*wVo%lqu*=-_NN`qittPtz|~rbav-q3;7;l<
z+$QdcKctxRRt{xru|L}{e1)@^_`q7-RGZa&TWP!GkWlOq^LB|-)9JIr4}QBGT}~6i
z-ikeO3rm(*fvbB9TEpZ?#(10`j~jhWg%Ib*L+R9Mc6--$B=7j-7q&1j6V#^|&RDY2
z8!-~^%pHpkWIlKAkqYd)Dyi7+??*u;)e2h1eV+rjneGyLpD7)yIIy03vSl>N$h5D^
zlG?O_ek8#jY@AKC9cxHn-<rLZ`k_v2Jx?1`TRZK=kbeW`yWXh(E_uY#Oby+Tuc?e_
ziKt;?X31L&1Ut?G47K<_r_QT1zC*jRy^Ke*&8ZY(RS)K*ww7g|1c{|Hbn_1)o-i?V
z<sn5|LyJGZR4Bq_(HAX02A;VXb?$Og5{L=iM;C);ifD^D5S^h?sJLf$WE^H>3+a3e
z-_C)RamAy|1<R%D(n#~C`<es+AW6I_Gb&I?0ZYsXdnp!mU*dBRLC~pq@*}BX|HwCI
zJ}<pylt%9Ru-2%OpcvV|;YKgaw+%=_zi|_42-l_KuFVR5##&^UKZ94bAf7OCKubW(
zu^Qpm7r!%={5)Qb-x%_hud%MBN_t@GA<|V?#<DRE2tQy)x~UkF^cxrmv>LSyswLj*
zw%^QMpZSPA6CQrq52%EQ<<%yPoocS3<C=!`;nL!TA2vtdS(9RD^Lz@?z+h}*ZDMz7
zPOQprM)8G_-oV>>z8l^rqbBC0Yd#{1rB>mjywXw<$`#DpaDzMzRkBg~)Wn)W7W5~D
znKPb<s4Y>tjyd|GEv6?+ylvr`In!g3Fl`nc;YSUtc(JbDu~kSZmdP2d<QbwKQk7mR
zH9TdBi6)JF*f`=u<baN=mXRU;kV?15ox4Tiv-G*D9<`3l_j#oYS|2*QCQsvKqpU93
zrOlxeIr=znWmV<)sl+N<Fa|k&!hlLEG6Xk4uEQ$*E=%V4P{Lh-LgUx=MSpna{n?aE
z2bTHUZl;(DJ>U7b>keHE@;9$z%7|U#+Fs2dMxEBOAlu1H0*wI)Q*jagH@*zQ)xw9^
z2X75&DSQ@W-EbMPt|Q5d*J;|$0{iNsvg+COIl6NwjR@kqWvH6H<Mrz`*^Pb!u(LF6
zSo9zo1-mL8`$mVubFnBk2K|}U;8}OwhS!VHT<*_jJ=Bb7W%hH0{BPg>XcB&siMnsY
zucuDUGNf!Fa>;-yUrQJ$$$c-$5}LEKQmH(Ix#T?-(kW1xQ5v8#zC0PiTF>LNOF6CW
zK26GIM{N|5SKko120ycH`Z)OYj3rssHAQzqAX>GUx&572Opk(4TX~*3C1IdfLS{L~
z%^OS($$NHIi`Jn_^ieX&caStTE?R~N+Rqb8)001v39pM-FEDwhs=`Ma;tGD|_ql(a
zz^e0%*$6cZ3e4&>eU(+_CydR@rRCVcH;z!euTX&yj>tM;p^oxlBAALdnY!jpN%Z}o
zKKg>;n(vVo7uDkeSq!og^qfO>|Nn`sWWKT#?k(=qIlGxi<K}UO3pEY7^9AYEOlyG#
zjUR(=-M!BJ0%o%-`MN5F!im>N_l_cyhp%k6xtSz-N$2_M++SP(k+6AF@=W<~8?$rT
z!WM?AZ1wp$03^ZXoj*I*-|FEn%)_x^H5Fy=GI*A6KD5fu4s!*kQ<ei~>3VGAyNp{a
zs2bTuZg&(HZ$7!v%X~z(us63N`?`KZnBM67l-nx|vqei-z#=7Kcro)ng~_uXX2GOe
zUTB2&y6ctzMBiB@X4h0<ri@aoS%le|lYgmUQ>hO4{IJuqn_N;S2hmuv5%?jz49BT;
ztNfeK&d=*T=O_D4M(ArblA<trWlHT}-}yuCI4Q$^1kx$92)&k!;N0jIm{CD1d0*4~
zlgGuVXtAb=0X92#Qi%(XIVjz2YB#~<T|Ms3C0$^*6L|!G=n?ott4!5GfFd64o6Zv>
zk}S3_ecT!=70>$4^BT5TgC}K2veXZ&2N&xT1mBk%knhyByYvWq6LclwR?h+gaNTuY
zZ?p}XY=4D)p)clIcH~tb>X{FNT;I+1uL|gU?|7xM*lWScpMOiqF**d$+6r0-DwwMB
zdUNOh@%7eWS!Hjyuplak2$B}1GzcOMqJ(sJgP?S`fOH8cqLg$=hcvvTB1lQ6G)SkC
z0wUkD{pk#I&bhun=DKFynQ`y6*IG~B_x(&>?tHQDF*viu*5~UoCg~o<B$^N(@Wn<t
zvBZO?9cOCaQ-rV8)!~hdp}W%kFs8gKW=0KsF&g38hee9R9IXlR94AW%W;bt-zw4Mc
z&cZ;W3+Xt#^018PZQ6t6K+Gp4M*1BW@7vwW>l?Tr^zAO4Iu{<LS5gAL-zmCoh2hts
z@)xJCo6D!vY_Z+&5fkXt^hczP@<rYgI@!;Erq7-=%V$)y{9lIY8tauLxKhKjlAI;Q
zI8#fF<_uHg135(9suDX~JtC|x&}_1CCsbJApPj(#B{vqp4s~3(EFZX6!tZNWaOK=t
zPR6ffSwls&Zc}f0)Bi>0LFcId#i<g~H)~&q9KdI%#c|uFZkg9dUhmMXAjqY-w0Hwe
z6y>`0R^Qgy+JpJ-$8^yo=kLlmJY#Xmb`$Kn-<;5mXkE4xI^$??8qodDdfbZtCVQ}x
zA;ei98X|1FAanC<I$1FP-I7neC9Zke2xXmL%InHiZqe1~*vP>Wj{ZN0ElqffBio5Q
zn?iQ)vJ3U|DO(u<zWB=kuz8fLqd2}2q8O@ipsq1h@9R?kR&ddt?dGMxhHx~y3lXDW
zZW6fCujh5YB}#F8mwY~t4}=tQ`4ox%D$gKkS+^3#PfZ~!P@;5ZGx}`f(Sfrt)Y)RF
zSd_V(yX8cK_IY~0?B*EI(3gI?8d5%{(d6SJbiure$NVs~)9(T%sr)I5=kHT61#AP!
zp+fl$)B4$?^Ox+!kqsLcJEdggVX3e%#C~C3=t{!IP?>{Ae#3gMU+4cI^W9Mxg>3>!
zKLAE<=W%p5P(w6A7NMZZ&p5UTF#o#ta5wI_kk~-v>>Rae#&9Dcm(<zY-7h{^dsq$&
z(KTt0*4zN9H)n++$&C}pG(1cS?Ylq-9A|C5P9VJn?kFf)cSxf0L2@<L!{Yh3;j(rJ
zMhZcdJ`ufwHoA0?5~J;|AN~(@0q<^~GV9MpQCPuzTQ<*+x>JNdx>`i(0l8mb2n(4L
zCE}mV9lcqD8T5zLStaiEi(>Fv@u2aVK@YzxcLx1FF5V%`0;z)X9Q~7-jIfWrXWcc<
z=IDzApji;7W<5&M9!2OeYt}`~e?^_(%J4?K2c@A6b&_d7;$7tYNh=deNa+0L+$#c*
zV75Wf^oZJ&4p8~@l~*C<ntwv(1`-bm114YWDHk6)6k%~PJ$Uc^?a^SKhW<P*$+NJ)
zOP}71KgiOjTybvn=uQ^20$`oF22D=oi6bu1b?FH}=7h*2JWN)Lu6tuiVeiYCS;ZJe
zVV&+!7rtnHx*M~IPB8W$Q#ALH@c#|B6~-*I8U${{G9*dLd)>mg{yXJ$2xMsV7ovw1
zDBo@9#D(^&a%&9q%UtwvLi5W<+7NY`HQ*jva@kc@f63_D18(#gK`f9I4#m^Fo`SV^
zGm+ZQ!1}!xntpyes4Vbpy_tOw6Ij7ra)9VDY@3#yq|$ebVk|NmB-(Yx^I-dz7<V}p
zRcP31-;?A#2)%Hz1nm*0$@A_!K?KNR`9LbVmjcMt9GH2*CnXR}gwTOr?|D1grHM!l
zqwgjVMibz#@iD;VyenIe{pL}o89CpXuu@R9%<x+{2;l=@veoWF{<k;2;lY*1+G94<
zXSE|zi2u?{^fCdq?l32s%-yS3FSavR=K&8Cze~ty^AhdzuXO0tVWt(CVnct$oo;kX
zVyNHWhY-(ZyQ>4j<P}OQ$~K-E;yc}a*L|zi6+fJ{yEJl&1-rxb^wE1KwmH-5gid@2
z?}QX3`=4w46$9^6n!5hk{tm9m>%Sh#yt(~h4J6nuQj?`o%srsM^#-~XfCZ~Nbr7T=
zfTe6e(gLfi2Y@=$b-+Ncny7VKpci$CeU7L#E6Gn#HnIwa`h$GvurJ;sWS&e_=ti?C
zmBL=a&%_qPL&M7f1sUkxSjMb=N%SwF9=Iah-c%Akkr>i%)4bU3TTj&By%e6=ZpUQR
zXf2wT&-!wT>6(e5Z(%PivbX;wm+SdzL@{z4Q!Dd7>>wfZpE1H;>;O1*ZjRLF!1n7W
z6tvtvxdYhP36W9MnXGe<E1b_!l*4<ke6eH!L79H5xeEegg7m(r&d?OF1^!Kb1T(+w
zBiA4CrPnxJ`G|>Qx}UM%6{5kOgv`m`>_x-HCQ`ESTDmO*x!82AF(IQJQ-?hv@yLIW
zx!oTz5X^tFLmGL)F5Qgy&Ci>wAAh>6s-KJfrQk{tVL9rR%}vF8Mq66pI}J5(F~TP<
zt4N)I^CX|c{ARof;sKe}z|!))Gv7*^birH=p_E&Jo5F3Ymf`%;SoE+`+ZgX5@c@vs
z=d9|FcBjZ)W?$XbbUxY{!j;q^bU;K3wSWl0cludDu@#1iwft1N*z-}RsBdk(Gmc7m
zLU(;jWuB8Yr?r$kxvrVWO%*D()XdBDR}T=@bISV+HgP5BGFG>+O}#4Rrm{->C3&4?
z$hyc|{QIeNZmZKV;w9Yf#5jt*TVMX4gsrU8-fDX81LFXZT?Y^@cJN&zB}zhakn|Y^
zUb&B$EqIU1Sg4iv)tMphm6w6YwoLY93eCBTe-GmrI06{nr}mzJS#SU<wErjozJ1;&
zXRhRKIWwb4+uXPyb*Rp5^qu>;zj@x;>$x{`#^>)U&7`!1e6?uy$WD(sKT2Hu@(GZ0
zspQ*zfUWosiR>%}YY6$vGpA~rZk0M<FOk3f8np`=enx|Y*i@Vp&+hp&VfFb2e7-7h
z-R^mWRg6jG@E4$?t*jot%RSkX&I)+H`lV!i+<9^hX$b#BRQBXInLvllYIV5C3L<x$
zd3M(9par>XZF>-ZC`O8TPa+&ZFRRcE;Dy(PurP40SriJs;c0#@8By|lIg-HJ>BcuG
z3J{5Yx*5UtA-?GrI~rNaTu>k0uXGueE3_E4nA`FbF=9c+wo1#djFy0&6+w{Mv;Lbz
ziQrZk@u#X=o!@*hpYI!u>U18Q@dKLY9HM;oTKsav#|kbohj6m6N27joHJ_!T8uLhR
zbQ6JnbM#LPJ!#(-Ezs$lZ^yMhXNqv9^N>fU?EeHR5dAO6_<29KJW@p@E5~7G!jh`4
zi{T5pwE(feL$*hsF8rnzAQVmiG4MU4LW9H~ixQgvTkdOIP8H0%{z~+x(?^_M`jLQB
zLZT5*FfaC{V3Cyg1(&l(;l&u<V?6uG!Z_kd2AoLVRZzU8)Z?`p^-I6oAQOZ2qLuMC
zlX6XhLIS_J;#`+k&G1%2NJWs=)f5*gAX0`|ld;XU^9-7NbtA^L2>N>Aq2Q9JxNB6!
zmvvh@YAv4S5n6N^L8vWfRO00Lo%Cp<cvD@!Kx4!A2CgAlNjav%Wy-=&l$UjZRqsR2
zYVZIPQHoUs@si}v!a-DOF{kntKF563bzP$7g2?hc=`JG7n^^hcj#0oEkQe3v?3j@J
zfV%PXoFrqu^8SN1fd6-|VZ3pF7<?Bak(jo0t(2mFSHqQwyCe8!L^^5qEM9!CRay;O
z6PfL3`IGFhFJ9#=Kn7oJy=G02dGYs+>@L7C31OXkmT4)P61i*3YdhK*tfiS9W{sYB
zM2z3{Ro*p4`m5VR-v^RS&<|)U1ETGvSX$gkH0VKlhf;x=5u0$*DLuLDmmpkym(cn1
z4+G0m^&$i~5BSa`52I;TVe6JKN=m9a(3m)T-=sSkulO6U&zO@vrtEx297%-jn}Wu)
zH@=fVD-sg_35Ar4KBUzim2c1q{TD%Wjm(JSPKkn~eA-(GR)Ff#ph+;1x?1w2rfY`y
z6S{8i=jJ8MxLXOgCz#6u9%@%`cRp`W52^q%6G?fHvCF1$dbHFdPJLwYT6Y-}*fGA$
zQua&F{kX`$j6N=Pit%(Q+XZb&w+I7UP1n)grlm&n@1<@_Ux6ib$Rx+%XQF5F)xygc
zC%9#V=0%-jd~+{T!tKx!@}`*d<`koB75mHx5UNR*ghQ`_CH;Re94KLvjM<tn^&n`P
zQjnh3xR1*gYD&q{fMN8qNS921RpR3V*}Jh^jG^y+zg)wlzyy(N;UACClND|Km^rJ{
zm7lfNz%+_;{}T|161`F+j9Jrgo{^BAMd9JaYn)7<B}-$1Fx6&}j3=20^R{ny#1ont
zS!*rV>#;VYz0!D{<xRO*U%yI=%c+~`G?)#KR8XnTG}$VxHksPSAE}C}3Ac$XnNF6N
zeZ6knj2E><hu^j)w{g>R^$R&D1w`(S^3QO``=`&O?*{rF$=$`~U`&ksR1`%P*yvJ@
zDYbw1uvMvb6vZ(2sD8(EhTHVJQzEx}X=PG>q~(OLQst57Y68}nipbG%y@d}t`i=8G
zt8|C!%*@#ssjtsuq@oO&-(*B-25XxBVlQDYQf%!dZkN1O*1x^*nz0zu#|ty~2HlNd
zFN*e~F5_PvM+t7I(Jh;et$4Q$H{EwGMxC6-^X{Ge3wO6-Hk>1j+5?YzD{_xUuQqHb
z)Qh->q&JUTIN!}WT^ZI@dcAyUlzCP-$1w*R4IR%*;0(S%Veb17$#9BOXqW=0;HOg<
z3=v+udXIx>%}a<FRewCiLkV3adLQw!>Y0+U4J)sWS+H7y_tlu|jY2`sVlX~seWP0u
z)F5m#lRd=${f8v4V~WRzeIp_I9x>#FjdDrkvCrs8<R4v_^H4uDPo(NVV_2C7RDah<
zg>`*oOBgf5V}fg`D<RZg{SUmdUpgC(>*#bU)1d{WDHL()>7qxc?v6&WM}*7u4|;sr
z#TqT;$F!m(R}9jnB=23U65=T$$3UJ-_~Mk0PLI4I-tT|<vlIha0n#wLp(v|;VqVdK
zm@8|SUohvgsglZ5283prWJbh#er9bR#-fdX7!AsSipk;XV(<YdPI+(Mps<yh83RSF
zwMaGH@7WJ{YuPl*%nU&cuMFW=0rzgbufU3VP!h{kF9Z9jzQ)GKkq416OO=JXrsY{*
zi!HI6Luxl;;0;agt&;0x{)D8>6#P^kDMS;Rd1aBhg%e7#^z$XepG$RCdehou_0+-*
z-P=u$zr7&Xto#1c8+i{j%zjcdjOwaK9Wf_1h(dlJqwa8gV+1^;B`8gmlk4d2-^%bu
zHm@zo3nRs4Yu-hl`I&ujYPg}()_jL0m>u0W*fa4=OFoyCe&uJLS;AoVT;HqP<3F6|
zs*kA)GW@&wl44UMpVArQUQ_;iAmDqL-LwG>m{EX!KE%EI&FjTAu7Z(RIXC1#ia6u#
zk4-|8KTp+-3^8Vp&Y6F96-0wb7C=&lDQOopmbAzsMLuRx{j)Q4kI*rl44;0_;{E3*
zc=Z|4WT|LoPKaFM?z-IZ(HUdDxC37y=k@#7)KZF#DAT@-n0fw4^RK`tc2lrw@WZ-C
zdi$YQQeO^(V2{b)1yIO$Vc@MU@1xte{__*OrSetpAOhMEz_?ogBY3dFdQ#GyYz_Iy
zcv|S~(JXS87TAx+f{7S^{?rDIwO#uTQ1=`RvG+ZPTMp{JP35<gFZ{k8$UZ1vgH183
zo+%~y=O;LD)HJt&Gr01lBohd}mQIk&Mg6cK#D#m6%!`$$jk?3Lp#8?#YN<Ef!wN;l
z@A|}c9bo)h+4ITfJ*gs&KB)u92L9gXWNA!_;mB71)YyN1g1bpaf{t^Qz0kgsrx`S)
z%&LKJlxNr;HK*vfj0I1jh{8~Pr)z0vc*Tz=J%og1*D;cD28ckT099XTLg{}D&{!GF
zfAr-d!<m2XIz?ClTpK4&i$BNh&%H5|n1ZaZgt4Hq0WkVxh-RO;#`!=&c!{ig=<uhM
zfU3^hXZ9fPQ25}6J}Ixmx0(3FBK#%7(K2&2_b?OIe>OHt0QQ>biGnHqKR>}Lm*WIL
z>S(o*KyKTL_0sC{p_z>bte^mc(_;8xiBZR$4i4H}9+8e?l*^Wp`Dl4Q$t>s;ClN02
zI;~zF%8+OIcW=Edsk|Omyg0>k{p4ogwMYvHAxyMY2tdmL0L{H6o97RoSDqS!({ki7
z1Q-&R7N`a-$0~dNUTl!%8GS1eUL!D+uT{Z7Da>}_4m>#ZA@uNn_VMpcq{BjUyte_J
z1WuRD#~9VG@iOFpFQMGxive6ZDb0>nAFKJ#G36dduI3XpD4Z*I8bzO9)+f<@l9J?H
zp!QBTWB)$Zi47i*I`yHz^&S7Mz(2<Td7eNkmNck;vJdqZ8@B%(lcK&)NsAm4d0Y%)
zX6-k37RDgLvh0ZE7%VkaLd3c%-td7G$5UX>lAHHuDe(8dRucO6#T#Q_zvJIsbo4#>
zj2MFMF)0!qhgajkC3OOdP^61_);(myN~ooxV51=tD^bZ+)c|~bKB&FvM#SCL_mMky
z;qpV7Sa!5)C%1MJTuOV$Gt$4G>GzrT9>EWDY`tO}KYgYeI6`C2CPU>+p~ySP4`D>H
z=q29hMC1u}Kb#|1htW~_&KnaG33J0mk7~KOKttLbN+~*OueOi__~(u&W5OLgj|yWy
z{m)Nucx|cwPdmk2Fz{9vK4T<-I?B$_u9FALKK8$t5afe*{#?RHg0%g=4}d?d2~L)p
zbZo?l`vSM$LgYVoYFyPp9SsciIq!j7wK#2!v-+}2Gfg4xD%+nypRW?Bw&=zq!YE}{
z<5l-^T6s>Ks+?!A8$>!5u`oLD&(#BCdvN2n?aYH~kj;V0-w^1eY3U72)xa8v@YO4<
z5<1?n-V}+~DtzcojgPg`o#IQf07wt^B*`rEp#mKu#njdlOW2WtGgbHQ)WUzx6cOHK
z9=o?Yt6%yM4bW;Jh~_3Yv0sAQjf)PiS_leJF3wTKu}b{{-hkiM8ZEc1rQ-t4%eUM^
zMUR>fvS=3kPMn|js$g=<g&NNPy9mVU4P$^Gc!<>Z5M2O7%s`_(>Q;#R`8L@2oagU>
zHevy_BKn#5#wzeAnz^d^(gjQ)tY`@wyv>4J)lO@ghJGf@|DG-Zo=XCSjG4J2Iww9N
zh5RRsS-bUM#)3kiz&Ce-kop}fEEQPra_sx4TUr(%JtbjlwcMZ0X+JNmRqs*DVLdSh
zf}93G2QP%_Z`~pGwXQpNa0n^>*#qSDwGkWK9+{eW;&bBB*`tHzVG#&&_Ea}LC}i9U
zk=UV>H$cZGVcuS6n(I}Z`9JTYv#ARtF8ifG5FG^fgFp0a=07j53HC94PHO4oQ@jNH
zy!@)@l`@7Q-LnJ{J)6ha8t_V*SWFtljUo2<h_j93>`=|uG=wi#{$G#C0TPRv3O!c;
z?uPey8aT-xNTM@N+#mr8D~y1Pq-LPb^$rSwS3WRXkpvzHBwxg2(yO~G5+5$G_y2Pp
zN&AD9{`0whVNnbZ9CIX}J-Lu926O^iS@sU&3X3my;H(O(lqGx;N{+=u{Nd8zoyv0U
zDu?VOtpeC}-S}#dC#dD7Wvv$pAs+AxEI(nl1StIBs+_+_{9m)8NO1YSM-8G&;RN9G
zQ57{EmE}GKuw3%z5NEii^Y=O)#Z)^i&4{43I{CUn9Kghs4CZSM3FdR3`S)}|^b`mW
z+1F+?`_Fw0rsxLS%J=m-Tg^jf5S%@9$ze#<XGcd@5qdaY<;V#MI<|eM#NR7v&B6Ed
zhmEyJu5yu1wUdfafYHfyB=5pqG3yGwdGZjP^47%XhBEnDz%{EvL~8%ji)(7_irf%#
z&~bQ!Lj5r0gb)G&0AvJG#eB=ra^0}-0Si3DAF3}iAS(vT^k+X9Uc)LxbXBjOv|HX!
z2*N^YKoWBp^gu7I&bVi1=@4BSE;S8Dc$Ki*>J_$MMa>6tB25!f|Mi5a!b&G!R{sBe
zVu_KRE`@O@F?o()v*HX{RE1BWr&AOfwiCy3Stqt87((>(|LYG2K`~fS+5gVTr=3C*
z1J^tHui-})nMHyQ`dOuk{B9#q95zDKMr!-L!-bMHF`2Y0Z;Qmo-E*(X*C_eKo;eGD
zW=+!=B2&oHxdXxIRSq-dTP7y7C%>41;HeMH#L?c8|2feIm@S%My*i6>-_?x(zn|Cq
zOR?dOU~&^49hx`zMXLPy$NXHDBkWpbW|16LW5b|LxY2~dBB1%<044K5h$Zm*eQx|`
zHQup!ka1z%+C^fKf43}H^8X6BLNq!31(UD-zKn+8wj2<OKZnI|H%P3m-J1UtO1jd7
zf||S*giASS*p?>^vcMO_PF72a`k#EbJP!uQqCEn!kW}Z8D;U*aIYvNDgbTv$Vt&wd
znqbJX)0CE?kat68R4b6KD!Z`Nc}u6Nzw6deniwuiC!!_@t_*bL%1nAvcWJ+h|2=WP
zSCTA?#V%ecpJ_b%_@oH{e|-akJ$kTE|KlpKq)QOr@?EyUuK_gdOyD5DSd}409}s*9
zEtH8!L%jJ2X5E@$t~y8sbRz&~UrDmGeP{~T%+V_)5`3Tn)>Du#s0bu;ZAl&X1?`w3
zODNKMgtpt<LG>d7<1$fI7=PbOQfNw(X;rczQt0G&IOQ#bmGww|P_UWQIiAC;zXbxq
zh`ZaM9V=KU)k~q2jRCg77)q$(G0s*n?5*x}E#!T=@!^N+SPsE!BW1bDgr(SU3Ll}v
zYh=lQj$&?!$FKbb`ju@aaC!1=y#JUfI%Wt{W;Wll|9z$ZeX3LF#bgJ788nAU2_=Yn
z=fqmN=$=>;FVW2pp{KkhZ@||&Yc0VGSnRiM?SHO)E%z-!tDir<OV}2GphaZ=(-Cwu
z%*N+l^Oa-Z#+h`ILsUy(RtF$x+&ii#Ulh<Hxd(D_1Z=@J6GhXepS1p`&|NT@w8}rj
zp|vJ=-&U~ea!6se5Gcf^5^sOywY~yErRsPK5uK2_v&%gK-(15u{MRm+w-@MCM?GT8
zW&=z634?to{XsSK%sg`i*-|uIjZEt_(Epz9bZYQCnspHu|1nR<7kGOqOe-IuZ0~~b
zJ%?dueChblRHpBkcy#B`waP7upxBf7%pREcfUF(T`jf&sf$IJj7@s)XgaYMN{d~oX
zBvHIV$>%ZS9eO1^$i7&}tU>aHbDjJ4sL>$Up5LcXo(lY{2)YF8f6k=9G{)?vT$B@u
zwvFJR?^RBVXHuW@9ERm5e+ShLru6M7n0zuC%VC}eX{SdbEvo!3MAbFs?f2Xde(Yaa
zsqTy?N4_i#dYb5qI~pTPSE9(Sa#>kqCc2s(m__|PZggm{{rCdu|Gg;`_q{<ScQT4u
z$L#*E?=RUjN8l7<eqg>Yx|?+xT`G#{`;4}YC5S8kwk%0*3hO%5ok$ZY^YqyZw>$P8
z{7wLvG1vnW@+J^b<&9!4O>5LHKTJzb&29N-={I2M)aX)0|6RHVI-=tNC`Y$lV0rfd
z$3EUp!1pW;-m2oWLV1$k;kbkOK7g=){Dg#9nm7qbh*RU|-Cm3T6O1c|*ds@ajvlQ;
z0TjC<BJ3CWnVjp!tDWUEy8hjKO4$6X1raCRDU@o&r@)%t38F&OXH2O)*<mOZZI8$%
z9vy>sB%@kJWm$v(ZLXZ7;@)D<$1V<MP{!U@P8hVi^1C=AAB2HuRv=mJ8g#;>Ipt0h
z!CZ=n**jPM-Z4oekt%&kPkJ&nz-ti}*!l{T_R~%<i)k2y#b2k6LwHyS<fYIKe**Pd
z*Rs~g^arSiJQYvA8|Vo{GwXok_)qeT%@WU#Y;6P&TF`GzCItGnM69$i4Yb07&sw58
ze>Q$j7~bG%0TIVZGcVADZvuHBKQs+=nO^yaGp!L873L00>GlRd!r5u``OT}D5j!wA
z9tDjTNqM0@07>{(wzgI|1om%tQf!d*%?Sutv3l;7B<<%&zUKp>@;n$%J16hBjQPI{
zmW7Gr+qPFsG5+2_WcQ&g^dKB0UV1~E@R!*$6SRr(DZ)bD2SA$yQY-qIF__$TbktXF
zsl|dw{NAJQbX*-~RkOADouZXt?2eeTtc;;bZbA6T#tptAH|h+|pOgYJpR-sb%U>Jg
z3I6lFk;?(ih6<SV(hYOs*uu?)P%Kmt=g>4nBn85o9@G1@MUO&-Et5t^OEPb?(l)Kk
zY@ltDrT7hYkyeFOde&J(Byh@7M~Bf<=||rJ@3W(F2cJ5*mjAENi2OSO^r0KW16ang
zU<pt7?tVY7u}7g~{3BGAAWL|SgD1j$CFs499KRtFqkxV40tzDa9cA5P5-=P<F4!J_
z$*42l6hu<?e5OE&;&nrOo)Ap2GK6}|@cfn{;;X&QXl`3i++FF*d`Su<?p;KTKUSgJ
z>5qxkfoZ+D<}>lQC%-|Yz!Y5c3P=nOe?T4LzyX{`Mx{~5)uaGJjW&O}A`zGLU<O*H
z2z7$CNG;)8jBPSTuJ`gFZ+~UlnGgo0+%?Gx=$$?<0<W1-302d>%bTDR>`M~zSdjR|
zEzQzG5WVZsEVo!vnlnt0$C-v}U4o=E$QYi(d0l{0JAoklVC51dDAJl867k{b>Feo`
zd5s`(5jU;A?4bR!^x)1-<m<JFQuI|*_wj0+X_w?ui*U5gSkoj=oe+UatHnx#o0RFZ
zY0~JrTY0z}_tNd6h@yn=y<Hk@qU9dSF}-?Lu%Bw6&h<EeUF)8Eb>b3bz+OdE$=pZI
zTJto8m9+LYW6hzr5(JFwInOO7vA+zi#Q*Wq0ytROTBOH<gJI{Z|5`32FoMu0OG(bY
zk-lwBr6tf|AV*~vHtq0ohg6o*Ipgx=&fKgw=}+-$sJ!UwK~iC#eWZt4pN1(gw30;c
zX%7@yUMcutAJVBb>n+w?NJ!AUxG$YOD8gqwkWqNuPoxOb1?vSAvZOBE9Pp02m6eab
zu32HV_6Vv{ud_GtZ}fcyyrsoR#%?2j)*9lZE3%Xp954}1Ym1Q#$NksZ38Fe$%eqRL
zCNQxFl4Fp!PP%yc_Iu|Xqg&5$z%wvmEq=*1HhR|c;VNZPqG(b@8{_hqyvrR6nispi
zj|lZ_RnQ29P6(nfZq#ly>=s%p`vupvZ_Z&8)tBlGbJfV1y>4qe0&>Of#%yfx(<L8$
zJbd9;OSf%)9TVL{`m^5bZ>#R#$;Vys`H^!Zd{61Bd&R)E2fn9!-{Qf_Ax)!DRM|@d
zhi-ZG&L}fI90o;Y-M#Bb$scUN%Tvs(?HjQQk4|2hS*mY6V&o9uwwDJ(J+uN*w!K0v
zn!UwvwI4<JfGWrgKhCF{a5J`x#!P~EQ<Az<MTzzmZ-Ai$o%#ERmoAsxz2KACo3(i5
zfr3u%_C-NQLaEA803N<B0{b+WA{-b|2?yCl@V4vGGQ%+x{)Pc-Vi`hwYg5Q{yJnd#
z!Z4nfk;q{(J;c5Wx2zTlK*V|Tk9iP>GbwT9*2}vPX<S9e=h)U7C}AAG!>cYX*0=56
zKoO8dLDF$9g;s5iT7D_!5)qvbMam97PwDl>(5LMqTo-<}MCQbAuet6nAEooExOJCd
zqwAHGJUj0qctKWfM@v$VB&tlNNdAMy;aN(pW;$}6!73r2^@S`il1;&GDRT8lYmGz<
z!jBcYPnt;-Np^qNNxglrrtnK1DzE;rxrjSH<$W1X-gps&HrKww;0D8DWmk{`Q%dD^
z5|VFz1f`7ELUPI&in^l_XJ5%Cu=-U|e*^phRsJ>K<SK)v;J1YbAQ$KMU8NzKi83u=
zYMFZlOrzv#Z+eLTFv{L|vPUP6cuDsV6rKz{ApmyIbgG)V)@ct>=b@Vtu>*w5JEZme
zuG`|579go#<~wd+eG8}13jJVBN&wpzy|-^$@U#Le^E101cK1So?NwLj*_HRW=w5zh
zVYmhY8FLh$Mf%LHPF<RlB112uPF@gD?#DJrtiz4OO?9DcR}j?Q&!S6`yWDTBJxL+h
z7?MHB!g3mw8am_@wD7;1{0$P@%1bAb8VWov^x{xt^3E#YV73)hrQ28_wx^o)OO}<x
zx)V&w=Oi7>*~Zv*L(1TKTJq_lO}T*&WEgjYjPXDEJj|`Z7=zkb^UG~Db3;nXl^Rg9
ziNh!fW0-_FYu2r5m_!=q#{h5b1h^F1@#ltovI`N8^OS+tU&lLJ4HxQ9XtIs6<^>9H
z;Dx=v<*hqd9$Z`)xsyLgAMmtX*&uEV%jo>_UA1QC#Z$QZ-L_;hY5U#N1&)HrO1i`*
zu%KjDtVNA*=0%Y+$BSNGCikl39OS(RjjvH9FTAMXY6%z4V0Ta0?Q;&eD?qor|G&tD
z621V#tWfWTe=nBzotqSB4^qb<+*k$amI?@LM}5v<KUK~Q@DaW4yf!ir!i29$Sav-x
z^D(KImjEx?i@NAV#_zI&Z}45I4+64wKHQNd)rHA>fomXsbZ>36;vF)3Y|{M0Eo8jX
z{J36Do`r#6=|#Jb)Xp&oJHdg&1ylI~nnndiMY$w(jYuCwOM2#VO{iwe`DYkbLFP-O
zy)jW`%nU6{m3SXF$_yy_@L;(!m@UgJ&z>9%;<%)v&fa=ZVOadLZ_f^IqgTm&p(W&j
zYmOuSFPkGx+lnhVJ_0E4c8q(B;zxf2UAO`>asoolkSd!&Lb?eZvmnQ-rg@=01+sp9
z+Pe6%k9XcG+rpJ-=4JjBU9oDGbtroyaa}N|kuuVTiIM-z3#Vv-JlWF10veo1k%amD
zn*tQ;7*xp;>eyB$kqm7|7UGe(3gDL|dVT#$y6LZ%{S@E0J6K$P4*L?RSfDMh%<rK4
zF-<ZW!ICef-7T?m$|i-{>?X;=c$@6bg{fyhifnywtWgx{2$w)Eth^8s9s5c3oQRH9
z#03f%sg<Rnw3Z3^-#4qyeoDsnN|3M{2C-L}C~1IceHTj5*21U2JBN<HNHvDEygUv^
zCtcO@mNBu3T~b1qXJ41;RF%mO7xb*#r8oUl_Qo{T!SAl6FOu21*XD1*j<fZ^tafvR
zWn3n%v2<H@wA=gI{GoD=qa<~M?Yp5lqIqrPjm%^Pd~f-9WeQ&YpvXI$=F2Xmi>}Y!
z(x$OK4>0(l2<7!=qOyClb4G7|JIes1s)YG`{KS4xgi$4X{?zl>H*}l!CwU5?0Ljt)
zV>>Lm3Li*kcWj|4I9TuLxlzUBa{CHq#3eLGBcuwj3-D++RykFd<weD?%cMl>RPz#3
zFeV@aVxg?(ni48sWd(%dA8=~8*Fg$FuVD31xc{EQD-Ghb6ao$<G4p;Op&Rju(|^3X
z*V#J~HQ1-`Mg&|w>*423iGMn6QaBb@c}qg<D<rK(lmR@Mmv$?=z<weHeas8RC$<Bx
zMM405943c-6~V?LLAsd%W9sWLcdZ<reCY6P>VwBGRJ?!DC3Hhs0b+;ZMmLzlwF(M;
zFC_|9Gb5Q^P<cHEDF9?@-6$v~*M@Z5v1T4%VMTMaTmIE^JtP=%r-E823EpEMe^8ah
z5kDpo5Gt3RqNF^C({_&WoW|$B<}9765UOJ=^Q}2rr^SV?o(=c&rqLvKk2dw_h52+b
z7<W-0)pWBB7CIB$#{d#4so~fb05<}%0Oor`KCvf4)5aHGykT<_o8WBApdb7h8^8El
z*xVS%2(1FeWm{ne1HANYmI4GdtNUIlXa6e4WV_%w(%Cb}s9_i9!or+;=&p%5C3es>
z+yw=R^amYV^tQ~r^<jy*DIXORqAAaYV5F;4D^I#V2>G3?@OfvIRh~_wGkYj`AP@=G
zgEo#~uiY;HT^8z{@akZGT$25pJ$-y4I0SsK2X^&7{YY;6r$CiliNUVs--trErn`VE
z-R~)iHAhB|B2$w-UxaySed6kn@r5OMjfu8KW~6$k;Tu&sZ&)ECc}VR)v;NwnB8l~D
zqo4>u3$jHzhR`lP;K38l+0kdF(9oCk3URv2K+c3k)i1F~{pU;NM0#o4w#{fy%2Ezg
zvp0g0HFuEcdg6}z092xo7OUJG+T)k}yM>_6N{=Fk%#Q-8s~UI)Wl{W__dxHg#s5X#
z;xEuva!HX*XoHed<%=t9pG04ht%(&y)!@gULRS%Z2p!>F7!LA;RojZ4!{BGT-mhZ!
zom{=0nS}X|Hye|Xx$Fj2QOI0FXohq(BQ_j5JThHMXHdBp5(1V5lrKb`!k?uY`FmXO
zvPjXeoLo2B>~u^oQ*41!x2reH=Q)NCvJE;L6Sd(*pe(36^{88UZP=a=LsA@)ML!$*
ztN(s<ig}FLf(@8gR)z=`v&k@c!bp!V$Xp_p{xT?~&zEJo;?Y^7U*%zz8bl@p{yN(5
zblVGr@<R@N+eondF~)4FVpl7q4PO9D=iXmD=1gw^a?H9BqcGa})`J&|YW*gj|0L>;
zasnIHSS}#q9`N$2cA7Uwa4d_eU=#!iFm7e?EcE$6$*5G&_v}7Of2HnIJhX~_u%Kb^
zS)DoI>XvUL_hjH>0sNB~(Ud*XcF2sk3x+CVr<R{G363VV_Y*w%g&s&z%<K0%tZTTb
zoMVtdW5^i1?^zFt`i1Q05S8MtQKa;NlyEDO!<)3B8T2~Ab$J+(uxwQ+%$qNa$n}Zy
zrTJY|7ihv$FEdl=mHY+j;U##!VVOLS120^eSy&~5+9Ca&up9&C`#3@O;avaFyJ>bJ
zV3WUqj=$`2d^kA@|ED=Lrb-Z4H-cH1T+)8NNe_KRx{KZb9dGsc9-=o4W0b}2_Z~u3
zWP9*k6McdrI+{jn>#ZgDn#M4(B$Z@^suMbVBWH2RR{54A%t~t;d4in&SU~{QgnP}C
zMu{AOe_TGd1_N0?YRy`HDQ*G~j5XZ!m&mj>rz!7qu9xIgcaiX85sq_kXaxERgKi);
zg`ih;K)Z4m%*XyV)TX~D^cLmP5&4|Lc>Q~vD+pJ57{NZrIS)7hsC5)Dj|pS48AceY
z1=^-?jVh6WqPz8=W0k>U)&C_!VH;`x7*~TZoeN3yXKHn}@>QHam4pZA(0BblGY*01
z(G(fZHy7~UwR|!`&YOM+(t%|Ps?mk`m%3>%`#IqIR?&3spNRgJL%p=C5gFZYTaSJ>
zXh68^vVGqGsb?pKw*j7d-BZ-j)VceG0C0x%ZH*m~BQ$`FmQJ*XNbeKWBi0}wuJHW%
zl{}-f97$Nw&Ru^Pc-`)q^EoCoW&2^gf1V{ki4n!5VE_Y&@(^7;k5ggutq5iS8A%6a
za&urpy@i%vO<3yiIdr_?*i$~^gVO4!|E(CvV_^XDnic73J1-!OBrTX?_Na%cBQBF?
zd)96q4#tkXU~83#&;v?)LDT!FoiS)T81y8{2O+HiEtt95$>#*M=TXSU_2IGS<0MwX
zyw+Jdjx!E*(-Ik}O?1oHI=Md{TY-3Y{r;p=dTIWfweFTZKo5*opNe`&>l`IU>KL&h
z9<EN?Q_%adqW;J-+)eI`2DWT0d#f`UfFjeiICLyRxo4i`4-Pr_`^_QzE;1PPd%prv
zWD6^L20)BJQl~e+%i)vH`34Nq^IGQ0nfwqG2Rp8UYxiA$h#b@o%nm2^>Wl$BlB>tk
zKG+mOLc7<a?eCfqapzeGlK@f*c7wUhGNkWOO#FsBl&l9Sfn;}TH#lgO;)P^J2{NlP
zheRwDnty_#E{o^Om8-4%x~x70qi`ZE4{BR9GZh<PAcQ?KnQ;wN)abJ$7*+Fb*AB5)
z3Y})yzQCw5Jm{vh6{icx_lXz9iC3=5m*jVKR~{#REX(TO$nCBh$vD^@vKJ(iiCETQ
z2Q*OM^=bU?=l72@$`|IjF_kI2&5Km>-{+pdtO=A6yn$Ip8>gy3A{|tcuQ&1r+2dd9
zzjSjb9vR1XbTCxEo9fG}$&pgct7z~4rNnp?20vZfxN&>P!?AV^1`ubHP!7aodVU_b
z@)Hz_ha5TDW}Yt7F*=E}D3PuK#>z=D(5<LTgM1Dd7wzno^GJRxGfU~&H%|<9@^KiV
zV-Bspvim=$aXsEQKzuKqn!x+99)`Rs`>WI52&a|XjT*4?d<vCJ4WyDzoic$11({M%
zy>04GDR47we0J&hob5HcV(zfq+m2NW_%HikWgDXs_Y}M>ugR|A9wB)j)ULL-aI)R;
zPu=l{j_)XxL*UKUtoZ{0Qu3i|;c6o<sXa&}x)e#ziL=ApJME0r;3`?BM){3OXpu2y
zs%H|w<j4`g*i7*~L$J%KgXx$32TJ*uy1pCqr>Gk~g>>?lbDH<5s}^s0yhDhPQF`}Z
z8fn*E33epiW_kkP>P>_53w_Qh+C);{^s1dKC%%>&2F6ar_1G^}?1DV=m%7c!cRwa4
zkbFn2{y@bcT61peDDiZrCXsHVFT>8Enbsv_Q2Q=$p~rv0zQm4MAA?B4=HxZkp~bja
zvHJ(Fn!fYY=C92^!HjtB<+k{bPyHRVvto?h55nSl&GsD>r|+p+@&W_@Z9i23DAMOI
z&(S!`RifVFcbYLz^IDdVkg0O-CDuI$2nG+p#;XdeCX{HO(I6&X?<KU)skH;2)DF>y
z64@lgV{r|M2|W)cDvn&js5VHr5jFP{3Xam;*y)X6;Yr#L1`N~VzlGZv#CrzByDn#A
z84oB#XTF?6#m9B|5yadX?7&(4*3|>N4db!8TZ{>dQ|(Tq(L5oxKDsl|SZYPdS#t5V
zljxlrdX-r6j0IeZ$9=9RR9`*7@obGIe2cbq%U0!OWb|Yq(X5Me?iniSK3Z|D7a9p)
z<Ix>*>~O9FW$fI<vXYsO3iA)63EXq-4ujce$dz(PAujVY{wbQ<v0t~9ut62yJ{=#J
zk<{h#@EcQnvrl|8k@+LaJ);9uyvfQ+)`D+CZ@LtLm4N1fRhe$*wwvsN@=8O9!^3n>
zJtC}dmQPqkShR~YFz+CG80MuA$W}__>DAZ0$xLR#RKDSDURcN&Ln!&-pXl%ux}%Ih
z+LmEc#;bT}EE?z}-CNm5xCVev^jOdlcL&YXakF~w)8|H@0BW^SyO)R{VzexW&cBdG
zdJy>t4(iep1Ixt^M_<?SDSfK1p*}<$vNsF@s6+PV;<#s&mUZ4-tc9TyglSRKQO){x
zd(O}>7)4;4cIhfF1ovJgI>rVTK+Sj;iL_Q!ho&`NaG$p-$y+1TUeN#0Ojz~k$;J86
zddHPPY97zJEzyd=-9Yv#8J7Xp*aLswAAN=T!b(i+gl#q5o58hulxwZK*IAr&%FAjL
z3n##+S^$NGRb#Q=I83Fg?plZ;f0nUb0jD9ao=){8me~pEdYTXTcgC>ox^zGD7z(4N
zYht+lEq5YS5B5}8QDzf19n{RZb}mG(&Jnsuz2UOfWt9`wz{}!Bf5BKF!jAcG)R%0A
zWkQC7rI{Xon8s=I@j4AYN&KAHryJ~C<1C*0QY>xb(2el$NLvg&5L4SC%f5hO?7J=u
zLia`v(fONppcB9e%=UYTMEg%|hS;0pq)f4W5<>czc1cbU47hPw9-QO*%$KsZeESt6
z(|}HM%b9r)9qZ5tjv32tt?dO=%e07?@zKKg#u7Km?{#4o7(`nrD_Hr}aqfrZYh$tE
z)6S``o9i9MI_qTK>9;D=TkoCS+yLI$oeuEt&iVy6Nz-=C3ItH6Bi`5oWrmh7f*m(j
zdpFB>2_o$6g82Eaq>Tl<ewQ@Ct*%AQ#WA~^v|RGBNh}yxMZp{O$8`uD0-1Ea;mTt1
zGGjSRg`bd$!FjpAwM!&xPJ6XXhk3W3CaBzQ!xf;rZ%RVH+shg<DD5~BXJp7ykKg2#
z-MX87UFXq&#@1}sMf|6!_Lo|l;@kS4iY$L7xQ``J<-s5~#KkPQS2|z#`tYN)eRxxP
zVtP*C7~e9ldFN$RHI)UQw?+L@?9YJIvL|rNj<!U*#Lw{8Z@ax7<<qII|2fCvQP3sS
zK6F>mm1gP7TVr+T6RiTs|9N7u$v#D_zw(&{K2J^$6a#gIw^_J$2Lk)U702q@ve7O#
zemJaa68rAgeqz&pc`liMDXr$D_C~<djcya3HmOEWFuzBKBN|Wko!=(z;5V|LOL;)W
z&qhT3eDO-Evl=F^>S)7}BLH#T_Ga|m*ar^vCNEVv6H)yP*i(?%I6WY>aq|o+fC+w|
z1Ja}G?y70$!T7x&Q>TwT`lskoeK@}4#bsg_X3uNi@T+T`HQIy7cWckSREF1@-NZ&D
zV@qUD0W~wl^yRaQ$+y$WsiP$W^i^`MbzyF7TBw8dUas;w972ctOL6j6cpQ5V3)~i9
zFbAh`&_aFRuOH3#T`OuCq-L_}=n+Bu?VN)-i}(gdiTiYFq@~uBlU)0ClzsK@l&xgy
z7|T34&hq!oiK<MFA6PCWzPh$i=YFVq^Ww+_@1Gb9Jyv0yCpy*2v}i;65jF{XMdmdt
z$~(+{V^0M%R*1)5qF8=3g7ot1;-oRd*0r|;qxj(SwhP$GlHxux8rE;08A^E_X3o8~
z!ut}xpoH5N+Q<8I0H2{HzNI;ftFW9mgD-n~oB8bcT{jPMRH(g>c0&+{hX(Vk@=KWc
zLUk7BYJ`oDnh>+NN?n}xMD+{=Wd6t?scH^;p+^ml+f?yy=JsI5SIuN%{urRn*eJPV
z7?c)B?>@0<==i>%ly84?iU5w5Z@J~@;08(UyxrFPgHgXYds@n9n=0CPyoIjpIRpt$
zeseEP)^BSxo?4>8Q8Kd<-(ic6TKk;A43x-akl~v_?;9O&|0s_4SDS&3fUL<rPzJwA
zEALqpNa{433ylt(H8zayE*4_m9a-m1#s_t8r3MX^16S@I&S^ge%T2?#(e!GC&^-RO
zfC8rAkq3nPmJN>UhmHmdyfUw!zvNw}tC#!n)o<7@POhiA@&Lv)#M>k={o=N7|3LFs
z3jnq0Fe5yCi!(c}f^nKR{*h8rRnD`OCp$x;d*}4c(OuUK?Sqyc-0_sltj=xUiDTa8
zLdY*aihZS|hrTD-2st-ssM5xtdD4J|j>U!fq1tk=M4-#wU#Q)AYmM5c`tDFll1X1i
zhw2NKe(H?Grksy*9-HC$ZQbXGU|iD55rI&_*1`-)sGQuKZWj)oL?zmpUtjjY`AsJE
zY3NWpckEo~mz|DDyh|ZQqjt2#AF^dRWQuJn=eko|du_8;xUaou6NFBWsp8LM8)rFZ
z#`WEqp6A%!;HvG?Hg=hTp%b!|AJ{y|xvceXXzSIsZ<F;`%MIx^^MtS*C*m%|LUwSU
zxw6qAHN=y=-7qCoA*;ikf~5Jp9lci0UVU4a6U!~Vy0Plzz70Vu|DDi5UVrVip1o(G
z3jJ<$Pgi&py6Z=G?sXCtC&&#67%q*%benq<1C@1h+hk6sBVLQl<tW)@mP&)GF0h;1
zwF9^!mb-6OsMYN^$40#s5_N83U8rxh#5r?~_MY|G`8{|?{Kj7i$M4T>4G10*ZMuiA
zT)We^rvkT2SVw{Yi|gCx<3W7@raq>!c_BLWZ?=S#K6f$3TAU|?C@AS<1?@R7dW2_G
z%cq!bKV5jkD-<uH+h%3u_tXH&E8-^P{@vNxoq<m&F=Z5NyHJzcc?~u8%l-DMdabGP
z1M!m+DZ=OKWfRnLq8~5^sV$o*D9aoBmrDp>3)&B7f7D(G3ZNjK0PeeoW4Rs2f`3~?
z%OcIYy~7;o{P4od^ZWM1S3D9*WVa8+naoE@vp3{78OO+j<g7qQaC>Vd`+7&_v^M?0
z&hq7fDhj`BHbrzbhdMz=x?DD;nJLgt|5>JZ?kT4JJ-Uv8SGTg5t4LBQ$=!^n!@A@B
zW49y)(NlR1g<F&}=Ft`1d>&@Hf4m;N{2b?lhRzc~HYO>$L0dJE`BFP#7LNqKK<=~O
zRRfL6&N${RlhHh;kyrXq5H{&RS)Y>iFw-~<!_ILc^IVYsLH?N!vZGs(@4Rt&MSZj}
zuhP9DlcXM=<MpKc*}IY*>JcP$RUF?Zar)}xOGK-i{HN1Mf2PDsn-(0HA3yDyc{+-1
zDVI@|e!m&pJ<y0@B{hV3b1$gGPtNM%o~lE4SV`*MA&-=EeNsu(R(q#r3(HDE=3$3M
zD{VWLPr}6URX_X2OJY>pbr(}O_XN2)-=;r3UZ{!|a@%ny5~5t|c~5F<H@KqvGa`%V
zLAShY27BMW&qG>4jtD4V{A`FOuai5Ut#q(|9>s-yiwpCp$J$3|Jpt&qLlrkQx!iqc
z@mEW&X=Hou2;I{oJ-=T^Kl}Sc{kYe$qjP0h;@}wTE+`)V@@U~~!I8zwvO^!5!tblq
zI0<2&lM~p&H~oc+$_rMqL4V!a^ma@MphBGH17r8|TTx04*QNB0Q5wD1@z#?_$mbM$
zUWo4%yqQgGc03=bQz4l^ouIcMI!arC>h!oD-3TMaI$p%?G8eMzy^12z7JHQxC|l6Y
zE|#Ee!q9?~wt^{FRj|p(_Vbk#HR%GciDG#hb;cNdD|O_xro<9$S__TlP|^;K=>0qF
zEQ#7rP@Saqs?;7j0FrihpVd^-heV%iNW#jj<VibG_KLus<9EKF&g63{vJVNgH(N-f
ze8w!zblHvF=c9L;9iNXv6>w&}yLB$-GV0>ktdow`fWqPIc{4Rk|3VUBlw@QsH>$*8
z@Dg!t6a%AXMwDY$`ne*7XA_KO721zmWg<ec>Pb=fIQlT-fOY8A!Z=_^xbi|}a(DyX
zs5m2Ye1ls!a@O5YFLOWbl3Xj&-kU#^A=$ike&@B6AT5=PS~&n7FXV=sT6(0}NicG`
zxq9$@Xspf*cSBX3M|J99)^EG!th?&AaXiE{SY`4H-?)*_GJEB6sM^(u@E%83(fJ(D
zI^&{5Hanu26@Cp9x73~B`LwR@LX#;yUxn{Iz5nbHW+(orahg@($7;|bDC%*ic5b(O
zMep3_x<R+7D}`&PvX(b|6ra~Qa}R}r<F`3=Y_wfVMV$WRn8c1n<ef0(8rGzk-a&74
z%{5cnx(qJ*1-tF1`eLZ5!M$jo&GS|iujH_^!zWocGsE0UIOhVC`e!Gwn)}&18tFAf
z>v#z_-IZFn9v2up7i_ed=(NTmt(9$=D-*f5q3Nm!2)6Xihgc_qWofLezLpmby9V+O
ziKX1^Vx*6j-{X)n$1D@B5r%&w@R?WZ`)L!4EwR<)myA*(q?)O`G_3C^m~B5g%je6!
zCyi&UTz)Mk>HCjvTPnfQuqn}NhvN;l({B*Git$IDkGn$c9sLS7E_G>S`zifExyHA1
zcYQ|nZlkN<-3aGPH|*_V>5-$v^woFnxRRc1p1SWk_H3;%dy0KziI98N;GLUBYHZ2#
z62QyH@*WQq5ih3_h_y3S-mq%kcH(ok)vdH&@2II{5>)cBQKNkxaB(s=LXYH7^5=_A
zMs<>f=O20E899$fhvIL?W-2C(`Hc`{ty%LPaS@u`HXme48W>B9!Kg0Ot7F%!^H^Yz
z+nVBOS5%^{nYVTrRN4=2t#pUEFk36s!^Y=3V@GgbV|FcRFTBI42Q1-1pXAffvk9~Z
z(u{CI_;tG^jmJrK<`#&d6t`8p*}lg#cwOZ@DsjNSoHpIymA^?GSS!(sT`>a!aoc!)
z<==kwA0=C(ci?6SQpRQuYH+2K&qpUX){rx$?T@g(q4FCUJ2yT2)RcAN*ndo_XGLDz
ztzqNlfmX**)Z*^qe(H*_?j-kl{8Xaz|Ig#lOb^!QsIKSfOOB&}&;3y&6Sy&LIi-%V
zYFnV0z_uV;*BdM9Mj_9Re(c#I+7p~c@ox<pco^hp3#qM0WnlyocQwz*7MppNr_<OT
z`FZWdXSgbYCug<wGM?Rpf=Dh;^h@1{*F?I{jsY!m^vg;Y-`X%de@uF1fM;pUJT`8n
zBYuUoKE(cO=|BPR5C9zO2M(Sxj+B`%INPo#C^`*1b2-ChE!%craH~aV9t0k?q5|=`
z6WUp@6M8v##JELOFD?lZQyS1<-*dD{Kev#<=C0CaSK612w~KF-fUQss`EPC02WaCO
zbyBMg-cjQ0w-H27u-}`_$4+2Wv1eA2Q4K6+!b%9>U@CrFEmf%;SQOV>@OB~S(e!eS
zll>bPeU*fj&N<8LxmQ+rMK+c!_hpRD-X?x2zHV<7)`6n@Tq^ZqXlb7Yo03Z|OQLXq
zO}vYnf5nWzC%qt!i|OmM>n@*jO{*o?k82*q-HI)Hb<DF@-sHV)&w8Yrs>5D|8m&2F
z$ms#;iYp1jtg9UH2$`OI!2KR)VfPy0@v%@E#wT3IsT<<B#80l|EPu(VwMrCc+4Ofe
zvnTg^RKam;_DHX#maz7sV^8AZ{&{`*I9?(<>%ojM`N`NZzUeoy8T;IGxx$be_>T#5
z<Z~S!lcTxc*R%O>Cc|6QYF#-zof(>8Ez;0MV<Q<nfufI~L_=99i!C7)uzkPqDhsG+
z?(uINh(t*hmrCI-Q`v02-XFO7fn0RH%B8(V-F`mCID>p<T&ZnYf;6bOJWHZ`@yQvK
zO9V$!UKx@yZyel?xG5-iEM4s~(vb7q^zsg=;u;lK@cAWl!$NVSd3dxN`zt8%W?xZp
z`RixX^8*r9SP{8xPn*-DiL`?xE<~Dt#!K`#Fx}u}a&V~TnNe(uT7;TybijCp<iPY>
zbJDz<*!uT@)}sY=@76m4s(ic^%am%*&Mz5SIrd&HP%kxkg$Qcw?j>kTw~pK{tq2f_
zbZ|ylAl$oJ^I?FUMr>=_-l_pKjqYmqhVr@wb+M#P{?ZZI&@NGlt^s~tln|<z{UYVq
zSB@i@z^{Eu{2%8u)rQ2G9So_f^946bLs;sDwJsgQytfKqmi+K0i8%{%g_*ftCQix>
zK8jhtqM_EBZ;bi-Fnr+u3RCCFWT%z*$#;HXQBJbmUL{fFGR`KsLv0j5$5^Mm(*<T?
z=ks17Qz?H+Vh{TfkM63oNyf@G{`yS>U+Q^(Nhb|Y`-w5Hs%nQ-s9N8l5OI?0JNo|l
zd*99xf1_36PYop6{MF^iaz>EO%vQ5)_c5<tDgT$vvTP-Yfm7xJR`3)DO2XV|FNAdq
zoIXSP?vUm{Ywud`FT%F$Fy7fi2v5i)bIC%^;B`;oYTRl|FFCtu8WzBm2=R!36ZH1K
zd?`G0!d+azYT<v&OV;m_&_!gR!y&i6{FpKwCCgsSUOCje&*2;@nr&WCw&8hvNWb1e
zHPiZ<#vxC1C0F+OLsROCHwyanReCM$mWe*R(~n(}d$wY+<pv)k-K!1mS5gW`O749!
zTrP}fj_hyksq3%fIy$`#oRVa!k`YSg-7b|SrJxj-4sQxzqJ#=#uIKtd3_${}?D`if
zSy7$9oLibK`bvUU3`C8ZYmxFfE_c|gv{em2L1%X+dN(MFbpAc|jW=W2rp)+j??RP=
zvSRrV_Uo^!ruPJOlr-$y#uMfbUOl18jZT72C&Rr*-8*X4{XNV>PWX76MQVXjc}zs?
zYB9@w@AU59kA4j*LG(jvDZ)$)<&xV<E&c0&xjnF4?v7GP2#wBSG{2{Tc_w9GgV6VW
zPIRM-<EKD3`m+N$(F`s5<G`<(OCn#6i1g2H3?%<Kb<RVlR+%AycEDPNxXHB+f#25!
z^zblX@BfZn3|E|Kie#-A2PpFw>X^O?fdf;nZ<fd9HzvBsJ>?~D@j|gyZToHyn{d5b
zZ3y9ZO~i24UKcXjEaFZ{LOq@b{Tb95oPt+}JdRV#&Up(dXC-Pt&)}B^3-*OtY>2KW
z-8T639G)b-O`@%e&;PYQ;d}M*>kSPZB)q}e-(IMksP(TA{`kGe0f22DtOt3xT|X8N
z*~W6GkFH=4;q-@<^&;AM?L8D}K(gvy_{hqjwIPBN+T(Tv(<*oOTrAgpO~xZx<__-<
z)xI@PP8P&<U0CAF3fuKNWIn)|#ctc8?b~nI!O9NCEa(^36i?`t(`l*A=J|1czo2!y
zL#?HjK>KvN&lb$R+?{+^wYPmZu&0T)-s{;F!<}9s*S^0j-?Aq|IT^;`?i9GuChb@-
z>xf^sGuC~~6?;?ZwAA)-jEB}iy$@hKW+|tB=~JCR5(p%xVpj5K;1`^xpQd4xtMtSp
zD7Z;Myk>t~NgJOPZj-h{05}hs>rTV^K|pAr)fN+NIAV)a6r&Y2X}~8RA2Y<FZArIK
ztFCfdiydo5^-6OO8POk_d~jSoaMw2WXmISN0RlpV4f99*f<7+PyOm@a?(fXg^9J7!
zd0B5y^ZMh<Qb<*XM)(oz{d64|J=#jJvBEzpLMA8@6g=v&wkJ)jyRbmh3xC6kWxTZb
z&U<7=becB48;Us}J>1Iebd2R29F-65sE`kQ)Np}ve6}7fO=oON^jBW&@D+!Ptcq@q
z@%HsGKYCtzMA#T)=&2qiH0d=s5>mDQ>U6FPx4G#aZfOF@(1sw>IuEOL&Mrpn(>g5q
z*dH|dsI|ouH-C0&(oSpl`FC7VGA0Vg(-Ps*ORi_JFH)nd($l7WZCyfuPhh1>skdO`
zvwg==CY~ecU392D=`<GC=9u2OGDFbn!ZJ>nM+KDg*z!&D8W0o^aJpCw6Dt}!lE`XU
zXRn-+<jxKCTX`c@xi7bzPiA|s$ium6VLbVaC+?zaNX&|ZTxI7nw_0tMqrJV;zOf2j
zzhee%{M1@ZC5oP)^M%=PgtYxp2KGMAI0P#a>s4Zo7x}BVExI>af^vWHEH?5TU+Cst
zNM)Voy^VeFV)^Q_dx~*EiL5yHo<A0s+=A*xg?Rz$Q<B_5CrP|`bhq^=DrBqc|6}jF
z|FQ1F_9F@{$%u5jGRjs)qO8h@l0C`{NoF=77b!|nxs1#dvR7rVQufZ?o2=~Y@A-CD
zxS!|yA3VSGa_jE8KA-nE=W!h872JeIKhs>Uwfk{}gLdxHmSG}P1%7Vy`(%r+Iux8c
z(Zx09Fh=m|VXz{{7*8$nQDT1I&l$?>hXhA3HQWkL(r2}QS5L}FjIK*Zt>^fz(>C+V
z<b!#)EWSE*X4=BPkNA}LFGB;h;XRRz9j^WlyN;Os^zOdieb7u)=5rMr&SEld%{k64
z{+QZ8!I`<^gL{rJ&8^?t?YVkp*}ry0c1kW(rcV9rN$W%44v0)y23Ix`GrGzhxj@&h
zU?gAlW=Ns0#co@tk5I0xQFQJfu}jqJaCI$))&ceFm;Bd6!jDM}Qpd5c{WHJT$8M$A
zB(Rt*Fy=S*&Z8r^wJpxFv+(4`akBg)^UsOr%WS4JK*uishU~++#dmEnD?dR??D~E>
z;f@V6o9?*Ps|CZ>vc1{wGWa%=-a5Xj`2(YSJ~I})_`KK%gV)r5+8H>8vYECX*e{hS
z#=0&PWB9y_36jCIjfJESpXxz0KCqDQfHnSN;m+F$h`M@d|Ld0b-a9<h7`9<=W8TM>
zmGwO)bI7V8_gvZttGF+PmjsXT_dNFR9U^s2P$l$^d5H^4pw)l#_C?cIBAV7@hi|-}
zRaAD{9OlIr^!967st+($*!wK3xpeC4?BwWjRyEC(zXE5o{(K-;>BS-&dnQfWM{DV+
z+CXv@m@e|U7(gLqEgNfL@`)SL8O16Crp4Q7miI#SyZR(3y=j6t_Z`hDNr*QN)G}0G
zb)F6Gp7Vc~Mv5ckIKhvnF1rRJixwE#4LYOlmmDBFT@@R<)Tn<?CAP?Gf3#t^#@Zvy
z7)|FFM@oTSwglNL#<Rh)ED;a)IUX$2eAkw0J*v>aBU$ruu1BymZ%pgsM}WMH2J>*n
zo2XZhsK+iw{fc^gv0D44OIlnVt)iodQP)-VE)Tg<2sDD(INq%b3b&`9^9wc4S*U0X
zlaqCP4SleHDLMX@vYLSSrAl(^0wc}nl@odEb%SkPd+WIG248>BEg3M|DU&U!e~-&9
ztFBum7P@Cn9v|{P*_7LvH+|~3ICWfoeeAw!x6Ja%1B*A3&Qg`Ls2;yN<9sB~P$_wC
zP{SrM+BDmREBB{cxa7Rosj#0L6(a(ihltV=8qTX#AXvsXf+X>j_%l2Q|G=XV3FZ{O
zCEdvkt?K2Xr-v>32PFKO?;jb!FID#lO2?e8%3?Si`6;Q&lJ6vuttAh|1VNR}{`NQ@
zSHWz?U8PlF8cq`Kf<FhUrOgQ6Uc6%+t}w`S+c=5Quu2!mNm#otD(q*nlx&{sW&L2p
zjb#I<>U++492>V+E$~Dm!eg#l;h@9t?%VO%dnWNe7_nleGU0R_N%I`H^9JhWA~ml;
zJ2Nai4S^+!y+kz%%=?Pp`(}@vzc{;B=ABhjU{_wj9^X5@k30GW<IS!7tGgOqP7J0V
z0z4NESfnbvCfi>0Jv07me%V<nBNwu&#$F9F|I3(oVqSGlqjiC*cm}a+R!!&Za4z}0
zRbN!SBc9t=5x>jo_<rI#B7&q{u;5h5o3BQ|hOzE~0s*S`F2!?zDKi)8_O|*GFj^a#
z+;GRyONPJ8{;dFiw9BNZmu=cAbYt+QabG(DfiW?BsDbvD<NBS07)`t3=*ke8i*${L
zRXqudKQ+f?GTrH7sJa)sT#+VcHEcan`zG_0m%0%eo1Q^%&&(yyz)w(xPnBg;^oH+<
zXT##PERDThRtV&|aeicD?}0FqZsHl0NW3%455%ps4QE#6I49nPk$SQKvL#UKXxug~
ztsFi6a*5)_Lg24aAv9H0mCZ26RL80Wlc3)EExwD5RjC7-XUgWEcMzJ6y&Gq3sFE=>
zGo$Txh(GuX@xE@(4<;YJuf%|bA-qk9fNx$!*->xw{lh~+{$`c37nuUFx#z3TPiB4@
zc=El<`4;dQQZqz3mdfH+3CvthagE0-R#(LiogW=ozHZj5kC$*z&`X<aj@;lGi&y|c
zgTk5gJda&o&-Y@Z<If1s_~t+6_!XdFOU!Iega`cUG5>sZUT7@=_K%9cyM14IxT6?m
zAG{~Kj@obR&t|W^mw?yjaqwIh=!|fR6tusP{KsgMJ4&p^V#Qh7d7JkRC$Bg@f#qS}
zeOI4JC6DHcXO&lengF%A8LNaVYA%2l$QAc}h~P6qV;A&V%WpYP6P1!&pH&Cee?v*F
z*CKE%e!b!~ZTo)6egt?m1-EHdF~*!#Pn#pfpY|y~eEA#VBTg?D(9JI%H*=Qi?O9{d
z@2g9*&LKc4Hj)()U*mcgF(p*x5Qi0@iD2-dl}@i(%&x*k?gB_46}*#%b<3V@NS`Hw
z?`IO1Qej@N8A7>Cz<w+qiKYX5^;yTcJ44R#t2bRKo6cZCov$6CYXI82KGexwo^8{S
zd9Q2P3L4l+{cRT6uStpCP6OO?OmZ;3|GIp$Qm7k=rBJNHMW!wz>-@-sIelDnoO1l@
zkmt^S5L~5~M78)B%MsgC_-^5|J`fV@Z2-_xWk3WTpRVgO0>Q5?Ys*WEAJ~7O6owt-
z2fp@k%Mou?H?V4?0Bm;;KQA-M&DR{N@wxPXcf!;Fjoht^0Ft{UugZ#twLB5=oWAPS
zLW`cyQa7$R?D_HY%ULufK6F#VqD6VPvNWnH=fCr*l=L7J`u@;|KTd1pJ2}i?ywZVV
zI}3=%tNT-dOc3p9qlFNmoAIXWsfZ#E$AEI@kCA)Im>V@(EMt=ehR>RHj4a|#9mq4}
zlattONY3XekqV>NNrCd#cO6pp^=40+Z8`h*y?D=5oIy@z9PmUl^j!#+Xqa|VU1YBI
z(whF*>k2%)WZ|TP!`?ht=+n1?N{C6#g<0<mEoTH=zVL*sK=K*Qpod^pYzt7A&hfiv
zQ+O3ZEynqAq#y-FW6}Ggg2zSH<{Acq5Xm|8yxju4%#6}-WW8@UptUT<g5Qbn*~|x7
zv4x0x3~$Mo6{_O*F+_p*-jf>#-9p%V=Q#K8*7}SI^!<@nwy4b1LGj_u6R12YPk)Ws
zF3`Y-iFlFt2Tj-YEL<>{Z`l2$Za35koa0u3+<3!Xp_Kw3s^JWI+Ms7g$7BiJo=!V<
zBbRj0qG>rOvT6Y|t}lW6qE@+VuH1-l*l%-)<xzE6tx+sWRig38Pkex;;Xa2SDSlDW
z3gTIP`{iqN_b3wF0#XO+;Ls5aNZgn@y>{r$QeXYs%Yxz#zlh#|7*H9ORk!d7do5p}
zxcnGML*}HMXMz9S0WlM%Uf0uaJ51S_i01<_;Vx}C%LpJo4$WYmtb{s|Mu?UI%G{*n
zk7P`NK#`3+Q#Bs;<&j!vE-}txpzF0Eb=>nl0CY5g3VL{kun=M)0{)39`OvBNPWWVF
z-+QSA&*IA4FxF0YgJ*smJs{RZ2(`s@hyl6|Mat34kj>6rJs3NwSez&NoP2XnEDt08
z<;LU^^fwh0yeyahQJ}dMcwTl8@#+igK4V__meb3+Unj?P11!ZVG|UvP$ROg}tr}n5
z_vebi()@69?Z_@W5YhL+s9_vwcTqA3W~{T&owJBIaP%}L=x)7T6_1#!C@nEaDtyy=
zux10pkNnGyn@A0Qx^l~N=;8|*wX7^ZgV<uD$>DQaWj|tHX{5%zQo`3txkD5h{pN^r
ztf2barv2IBfH#>SyiM#t_LH3Hmj~~FL1)Ybs|n>AXK|SmyRhX<DMk$^U*Q(ZactMR
z`JVs?PO8jUed<8ele)#nrKPy^J+7DcdOQ@PFZyw_!ZExwlxfpB{R5Q?hh3@ETa}Al
z_#aOKkl(N}P#0#}-{r0b406uC?;;aGw&l+{uwS0u^W@`Zk$D25?}T{jCppwo3MD&(
zt%j@TFNU&@l6gI(>P5l?9zy`%4T?+vnPn|1)yGzTPh1nGBbyG79#4Ctch<URlfbV0
z;ykyP-3dfI6{fq^=oS3We2%W!8*)E(WC&Vr<2y<u-}uN%&GZ=!OVILG6!x?{ffJ2+
zZ->pdiF^YRK`gt^M(!5yyY8cQM{@K9P(+`I0=k)qlm&nL8xbCni*X|$BW3^{rs>!j
z^ZcdTmfw>Sgcv)JD9uwxvW1I&IkXZZl-@Z%?7;HA4W}{zygTJHgqnj8;Y(AJ<{0$^
zK+wDHCP8Ew-2%0Z@CD!tBYB5;T0FT<f&qLEPrEm7`PK9v9_*Qu)m7Jwu_G93O&q?j
zRN9ahDd<H3w7IyfXZGu=i+NIGCxBSol&n4Vm52BaS(~54tgfci+rE&Qv=rGxG-_`Q
z6Za@w-m7>g!o%Ny<M<v;W;*}FJ@r@8_Cv|}4EPzrJ=LRs5vg!PeP6f^72F3Au-riY
z2kTB;(Na1ud}HQ|K3}rZk^0b};c((E{_^R)j}&Y!ld^`p7VlEWHxf=ho!ks!XSr-m
zzU6MRi~gS>Rhjb8_Of_F=3&stvY7DtJYhw6d4b^_-Oj_c9ru4|$WE!rYBveLIU?95
z7CLErjj!4K1IWL1eO7LAtYbdIm7S2QVRzS=_u0^BU{cNsmPah2p6E`YPlqAfUDu01
z>Y*7YRTxYcKfoz{$gyj531@`4WL<mdQ*Ib;6T57Hu<84`Xq17@@aOg3bK{d~3`AN?
z_kGp!e&M<Z4|&Rin)obDD6QK=YU0zcc^CvAJeqlJ$dI`xU!JRnz2T%_<5s4r9mpd-
zYbHKCNaEmiPpnjVqVX_S(I+^lO&^V$-$lebWterY=D9Lcg^yjm2J~dnlyk(l!s<;z
zJA(v^Kgyn2_LdUS1|=%R;tMtw&5Y&T{Fn3WE^5X4J9ND}Vn~f|BPmKB$X-J(0)T3L
zVfL|`Z%>|Ktsc!heUv#*TvtcTnpBK8TsQ^89&?l0ScvlLsI@x0Rh%otxfB}uueW2v
z2?2h8?Xzaer<Z|89)|i#?*gBqNOHg?@=kSb4<)nEfyp*rH-Ul1*w3Yd<lZ+qN|&#N
z-YmK$p~6@6Qevq`f~zwxjD4tH^L$yNqLR}A`UC}H>k~hgH@oncp>L)2Su=ZH=EJPe
zKqGOo(}~buqf;+O1TJaqzF04Qf!N_j^3j>r`jqg8;)A$Hf#%d>MHUoNV^3WPIEaVR
z{BgUId5bkF+9)F*eu73hm4ayvV=2YVu|{*QS5nD%qCrh#!Sd~q{@HMXZD?;fJ9pZI
zfKuK2U5FWOaoFfD>L0lh5_-(xE4SoRx=3P+^R0WO++Hr=di;#YKMwIJ4tq<8N;X_Q
zexaz1zK!MB4B1<5aa{8Iy2jS}k+Xx!*R$Rz(o{XRIdP!<dr(xhiA_YTA_vVS$-w$M
zTDNXQADqzXB~zGqJNs_$NAb_E32NV;qZyKwXRRo?<0mSOycp>zd`GPx4o4GgE($kW
z+J`+dyh}>M9aU%3ORd?kVCa}}x%tZKz6!EmB+o3b9bZrurkVHl;e710y!><hNq+at
zpv_fJvdi_eK}|;Cn6U4>2Xen?cze8Sla!w-0P=K<`Jt&hQKL(9gFpXicFe1wc)OIs
z2|sM4iysd#x;c0L#K4y|YX3`d%ikGCmL&;Ce}?+WbR2B|VE(H~nyM_FW9(=r-M<Ka
zPYSr=YMKXGx1q*&VFM4#J$~JhBF<6lcJmWP)<{6jLO-oiZm-#hld@!@V0t;zdmi?-
z6VV5gtmU}{+b(3<lF&!{yNkvsjs4p+m*c^Aq#EsfV|OJ*LE*KL0MSY5bT5`VXW)8W
zJNxG3EBhl0HH_pQHhdJOcO^XXcn<rXW_iP_$@nbkRZrX?CYSQ{9&AP}FOkKG#>LB}
zY#?qa{O|L=cZ9uGez0#BSZ%b@|7Ha?S4A26FP$<TVSZ*C_efT5f=Z$;X1I}<rU^7H
zjn5j@Gv)x0J+JY#gtsIIg&W01HL6d>0(lMBj^DXKC0Oq!e(^X%pY^{1$O!_skE*28
zZjGw;1s;n*^>a?v>MJofqdXRM)IgXs|3=Jvxdz_c-Nr9}9FJf7lEbek+>kwzBk=mr
zlv&iM1Bax?xj`Ft<nrM0<e~|Z41P%jX$iz_OF(vEEtw*!KlDV#9yRqncEtn4i+*Kw
zJ&`|Yuo;ztYY`KrCu>stin&7l?^|NaPZg%TDlho<fpq(OZ(D-DKVrTizL3+s_cVW2
z=kH(bShN36nDNIJZY?hQ=eJO+>KoPLxNY#Y-_QD=f1o4`2kQSGbX(x|p9T88Z2z~S
z|93|J?=o#=ZCj;`--Vw4Jq!B(U8ab8-eVGt|M}Z@q-r^~iI5!?`aMEPi*ZM0DyS&c
zf|M1h3Zg<ycu;9calYEA5sN;g7}W?hlK0O8|7_cbexk3<b+8%(s=CljDTBWhqr#_T
zwN&~n_TI^XSJ!3#*G~!pQHp*ioA*1kL@_B8*ozO(c{xDcsZXUOZAT8VX|G8o@eg!}
zq{V(w=vR~ZL9laqdI~m`yg+2^Bd}f#4eCLh_GYgAy{3unRn6Zfyx6nwqgu<?k-Ksf
zJC+;7nvUDH6g?MOP!loNjLw7keYcRxQ}ne2B#!fE8~**V7)kH3bM3?JToB8{=YXeT
z0<kN#T`OcWp%$NssWVc^{)dx-*CDdKm&^Kn8_)^dQR$T)M7RZZ*_nP}fbpgXEwnK7
zpH<mbUiob=`ygKDe6H#txbxBo5SLCwC5-q<Tml8x2|q<yuO#|E>R?+h;VA@8sYRQf
zbz3M5@25|H8q`f*tyJ7;$#qCS{$O>wPI=&eTJF?St~yjJGM5Q={1x^p!NChZMbZ4D
zSHU2(bqCc9khoCR^Zox_J<$kSq`CP;Ir8}qXAJtHNJ&(CrL9?^<5u56E4Hf%I~_03
z$GI_}HMNJzi*@Is1OcTYr-xDzzbo@zKlfDWjUAhdT)n6_RCvDr>XYN!@mCmr?1@W{
z)ZqB9$s(~q#57*SGubZa^n1^JVbAw-ktpxnbCOe}9XeqkZRJ5%yhB2C^U1MC58v^%
zI3Y3rhIPlQidGT<-=+&hnO>0rP|+A9YG$W_@h&s;QFet5=~~1qjR|k8T1|aZNMe8M
zz+v9@p$sIv#`SoUZ9qBg%-YJ!e?AI7gxc<F4ZUc|M02>zpe}YN{{1`}rW3v|8RU;{
z4ua0j-6x<L+|G(5e@%fnnBvPy=MO@SX28Le@?w3w^I)UnCB<N2+W&!qedhvGTo$Eo
zfg*<~^kIcvpej(7+hpVbYJLl#Z}LlNDP<LiKaMYCZ>c9?4zm&|izU3w#Bo|6uIxT7
zG1`4bN{mmR+^usWZL9alOj-T;<xqRz8NE+rvy78hY89_i?RxuJhxFhjn&QhGdwb;*
zA}_w1A!B~)7PU}A@m<Bsp5x}H4<Liu3W)eXZ`~}Qb)8g^z65+{XVxc#zr)L|S7Cj+
zi_#WnBV=@7>+Feo9Py26hoY7_QdsoaEY!$^?3)I0F<vjTQ8D^};x`x)!Z*zC#4guc
zW_zev3xKq`R{Ru3S9T(93UgQvKa8EUA(8BDMG)W=qsR!|-@hJf`v~<ra-cdHhJ$=p
zwJlKp^!HaF)@8<eygBEldfe8{gEL`CmPuK}d5Z4r_T`N*Ba-S-2Z_`?py>)LuOoS<
z!HR%(km-3DyYO_6dd8IyV*G2Q7H$zouDK8TKg>MmX;NqF+x^<LxB$~tM#D{%IvV>>
zoj8-soWkJB(F56CpdgX~>SBxypi*81@}VPoF|wgoE7Cl7bT2nAMjq0tq#6(Tw?wyT
z>LTKZN|$9K5&zw^>?P9z<o+@5$VM3}A7aj2^Oq-6V*K#%C;=76USn4EFNZOtL?c=a
zdF1S;-CNjt`7bBF!mz)&zVaAz&knf68JwEgYEVOe6+44!&x;x@0o%R_JpqLH(olbR
ze~x8Kd|ec=q$atEEs>M}Dg_}n$J-{LoZNJo<SBY_^i<I`dMQt`EBb@v>|q}?XEP3C
z<fQSl4Gq4sOmnK)Nz17?!4NMe)?TiMKn6knEzdsY0|?MIfv^l6)6AI+EsXe1#X8jY
z1APr|@7>$%ecWqTjf43xC93Qk=z?+8mfe-*+)pv!pJrGSrq$wWpuj5~VqE|3iZai;
z>A_1nFqyE6Ug@(Hue7gLro|hhE+N9s2C``=)E^q_%*g<0(o@ufFJEn))!$zw0M==+
z_>07ral*zirGSPQlxdqy7RFmy<YynVd;n1Z7TIx-i0LYqq7S_Vb|c>Z*nwnDe6kd#
z4wmvXYfwQxdHAM(G}#LIK)DU*ld>Qcg32IO%?y&nomR~f>Z%o0j}y09rbba6xZfa@
zxyj4-L4C76_o2m?HgYfr$Y~rpde;ra7#C5|2*ZPgOKD$m!OIR+_xdsjEYxFwomZXX
zgrn#Jbu|-c&k3`3LyxDDFpYAj4-_>(HQn(snXzpvT~BNRRt_n&aplb^aF=sS^@V6G
zANc3OIqJO!Xa<IZWVqa6f<c5W0pmbfXtaxa-FtyK-o0V$Q^1{}qg!k@7b)m~ra@b%
z_uFkBi+=Pw1TJqTOXd5vlNWJzQ-&V3ff1j40Z8{H!-JESK&zjPEY!L`VesYgp~X}%
zH6H~COTaR=OZBWRc4r_dyMENSuoTGwN_#6JtRsnO_k)6^8?sE}JD9BS-AYH{yGe2)
zc!8Dv$DI`(_8qK7fY9p~rXLDHA?swFSx+GrNdvS2AAU*?*k(G=i!2Uw9r|(~_+rlA
zr_?Ge<?olCc-#UgBQtPSbF)(4GKrNAY<=qHZGHnsn1t!8%ir(Xg+I-d0^;;swL)Na
zqnQ^SU)#xsF8}Bd0hs@Rv8-QOB6s&-FK()YhB^LVp#!zmdk{aRf^o0-=1r}KDC--c
z{AL}Q|5EG!yu{|$b)f#$#1lEXZ3p)=k<`2U11}^ug<z3{E8W~zE|)qOO+ARL5DA-S
z9(eLJ#uS|*{1s5YFhIcE3GgEykj!2FTohL;3_U_+-&w0ZoWYm(yjx}*jH%o+c*VHs
zxQ5$*zf-Q7fHwop@-hIdZ8G1T+Cmh_(HUH8hVs9q8I288sPA4u;<H+XAi=Pb=gQR_
zguor3I1$?f9Gx5f<+|He4E^}S8ytS<o1x3weh(#jflZx}R*<?f0qEW*z2^eoWCceV
z&qD}o3RvuTn=D$0tCar1@)<V;KFmQ{<u!UN0hy@Hj}!%wLT<V7X^x#?1S=N4j7dYh
zZObsQ;#@nl)_<rLq>UvPbn)^x3JiznK_e%70`SqeHvKj@ALK6z;eL&SdCour3$|@W
zr*c4Gf8ya0*+R|Rhp83Gcdi^c#GT?rQYW^(lK3fLK(7`dGA0NgM`?l!Lu0&eK&$bI
z%ReNbH_RH28gO|Qi?700i)(D`V4_%H$H-rG#^1-G_#wQ(RZfD&ZO7vm7Zz!IA!Qz9
z#>V%G{KAGh3<ag8JX)Ied0>J>P0MXwHg+QwJ{T`?I;#^b+RgHXY>mvJ*TyE$5@^b?
zo65dm+8U19T<Kt$?BnAz&z^iC)dGS+dN9eiVD*BjkMQz)=sF1}H9oV+Ln4%D^xLM&
z_S@%z<w)2=4L(;-(~x!Vj?_Vk5Nmv|N1LKKNaC+M#?D|cCvJi05FmAK-Un{$1YiW8
z1Ha!9sjeU~5B;FGnc$~yLf|%m3<8?)hm>%Tzz2s$W{RvXVtD48ksUldcK12Zy374o
zpz8MSHJyf}<Ot1Jem4ATQ;7XOK?(n5i27%p)JrVo9sYu74&C~Vr~N?PMzdT%$G*~(
z<)z+^KpXZPNu<l4Rv_Bi+QLs{nQ*F2VQ!i&2r{$-*=JZh$CM*Iup|Sbl9N{hd!G6Q
zSDQarX<w)^cWH0|VbNBky#e7=3e5Ouf#A>(8QnA2LqD<;^S_n!S!hxr<0s}jh2(!)
zU^JUPx>$BWYO`e04=zK7GvUosopP8#!f#w3*)SyiFV0awZa^9DmiEXQFahJhwEG1A
z@I$pr`qwy-!QYw7Z^MiOx$mTzB$jR0z(7)Tl8X;mKaEI7BsFmZ#d@h`ptF&d3|e?y
z^^*{)&EXe9Ou{pHvl55IWlVrSXFG^frA%*$V~YpugBEi>sLLa8!V}Y#LAQ_Oy%QPT
z3k3zYZcO4LD{p1w!F-gi8!DXkd}^XiY5!JHw+`&Qcm&o;Ucss0)O;gN^}emMBIi%Q
zyAeEe_&yluTbd8l>ybE{zHSDHhbI1ryKbD-av${R@;>?xbt|f+-ty>lnyu=Z4||Ri
zJ$?5(^G!f~Utxsa!mCZoB(iP~sE>Y=u3U$%HX{(Jw?&f!oExrxGV2r^Ym5(Yh6DQn
zO{p%cifiuPShq8evIpF8E09n1P&;}8u0j_D_>0|ZOT2WiHN?s<{u~zB$O`BA2^Z-D
zNL3jmn$Iv&bKhM7;KNksS(oAS-P4pZ8^GR0B==MVPpO$Y#U?FId>z>(U}N*DE1Z>R
z6YKNo5R+C@TzjzG5bjuU5qClYp}fQUui;mM#*8WI8QZD1fl{GJNkn;VUKF#u#Bkog
zOPK`d3APQmCt-)^{hnT}QVry|^IZI%BOJ!WuN!((!iDeNr>*<YkzRHqkeB~Vs(+cB
zT+A24dE5KFG5!k->z=}0KeFAPcs_ZD<HLBW%k5|1Lw>|9g5f0-HIX|W>0yh@Zc=Mg
zQ~4V|VhjTbj%3FS-w%%&pZr0RA*^iIWw&BcohVmyw>fEIcU7BKk+8uJnBGv94Wj@w
zZMbZ%pSK;q6R(>5X}Z7UK4e5~Et{Gq-CwMt-o0y);mRABDv(b4L5(=GUy>7{Q?)Qt
z!L^b_9<LlfG&Ky-<Juz0$qF%!^D+fu-yf(XsP*oy%;pqopULTcbSzg_wxq0_K1WX?
zRM4#JM^`u`{cyK=L{9ca>sb@v5s-@R`u)d~SA{x?h0h;BhX&)i`G;r%K}Uzi@?QNS
z@Kd)MJv74YAl%MR<{a@K6mHhE3+*0?i%*(q&y3Kp08StQx|q!^Nt)+3^7i>JO=((G
zJ+Q@wTbGQtXP8?+cR%_j)tYW!v6o8$436Y;wCQov!|pR#n$l=3C?tI11`-vm4>+~+
zog&sVO(ZtdCpqmYMmikPytU=2^fB}7SK`k0fbQN+wQIKI-Yn@J7#1UM0Y{IJ(~~k2
zqhnDmFieoNs?*~p=W>k7f<!|iK;)vWL{h@79ye8>)Jkgi43X@Y4&Xda3**6Ev{lJ?
zEsFdx92^|JUi+MuO*MnQ^uRMrx6e&=i&%*D>cE@;ESu(!MRS1Q_PB+~tCIc_&K9V~
zrz*UXA-wF)CPSTB|H1{g&v6fD?Ra;N0F^tqhZU>%0`5#m1lHnB43gHzmMpAzmnZ&#
zf<@_@aQi+l9T=>9NaH7;1vamckbLbdh&vhSA5(qVn7jf^lC^Be0lVpD!9<W~^wcL;
zRC8NKyypl1u<swIpJER*s1o*r4iV)YO|$2(aN;T@-h!qbc{Z(aST-RVlkR+>$z_Sh
zTYE|>8lgsXL9{SQt;3L$?9Xm{YGV=kLI;b_Io)M>B*lu_c-@hFPC>D!yh?;J>jOwh
zeSR>NmPJ2?G?5CbtDLFShq>qRO@oycYo)LeV3WsFuN);05wy8Gkb~5R%%`{)Rs{)D
zJ`_}}&SH5~Z!{DPMHjqqzir=N9<;2Ny+5;*pOdXJ8Rp3->4#RFo*UB`3egT|5TLlM
zpsnezlLF<jLIc|+5MdW^S%U=gn82rw4-=qtJKmh-K)72qjaM!G_BH)u0l1M22e9At
zV{_jO_AJkLJI!9pp6}gDSZ_TJSVW8lMF_++FBUm->K-JEj=~6wwdK>8#Ni@?o+X<k
zjkxZl`-_t=Ov&{dg`Sw{M$7}beLnt+YiN=-ULJ@eG1LmYy(#No*Zyd#lh!3)1O&(S
zs}BC^7}9^ydWK=I&li4>fuG&e?XqG@yYQUz#J~6C-^+4_)ILJzq?pA9oB#GZWJZAG
z=?a1>%2PqmWcYSKW|xEkK_ik6w-S@m#!s^xEYGKnZZZx#O_h5FXKvkkA-_@&ByuVZ
zUIy*MEWLclX|Dre#wU;ozZ-BhxME~xO!?axJ*yyV7hJ{66Q{wnN~h6EnCAM+hV@14
zP}(miZ6&hP{A)JqIxYnx8zVQqe<phc0%*^jCb(Ny@8i<;2UqaUnk)ZMh>}x2$#ec~
zN;2z4Y+4{|du(*pp+*hguLVCu5XLSG6Uud+<rpr|FKeH^_@~xvoA`pgP~P!MXb4W(
zNJC}S2IrVVtf`}J_fE>-+^wn2&gy=CSZd2^7grw*^`6b7Be^+Gg;)-k`Tb*DW2|C{
z_Twb&Yf*yp?E1OgtX`w|X+zv}&atuusVhF^rXa4;pn+-7_@tXDsJeLFMV)V6lY_rT
zOqQ}&;IrPN@cwzefHG{(A1#280@?oUYYqEQe9_fall{BEsVyURS=1_@CGd?vIr%P@
zAJ>Y`@)17&EL!i1x4Y6H+`z#oN$DMb?W*BxyK0>2oK>?ymix*@pp6?)iq2~5|MFqG
zKf2qhH^flax5^+~{8Qz%2R5_;iIlA+IJ*zp57zi*1p0$3@h|K8j)F8_IZpnzbEAXC
z6$vYY{Z+V!yo9~v@4tuKBk}aWUJT$ceBE7T&~Gr__D^^Pj%~O(YdljZzk!4>oL4(y
z=&hoKa*?2FQ+*9b!05q^2T{v`sVtr`W2#o__UnAPvKvKf!!W9R#{A0)S(0jmY!Zpu
z-PMO29h@=4938^_#z!?OChl449sY->KdWydeSLkzL7^vb+ezG9ot}+#78CaBN|<5v
z$L^C_;FD-D%khJbniS;?c@KGi9cgJ$r3}7V^?8>s8-G>_6H5=}?Rn-qwh(WwU^<{O
zR#|0in6%pa&&uUwBA!AJaq<~yRL@r>l~BK5R#v8N_9}RtHDY9F<q10p=TOw(P>A|*
zZ9G9$g+~3Ja@S?dFjv89AJ4*^M(pUXB$Ib676GYQ^?su&9#~02UmoM~?~0TipFQ?f
zRb3hO87sg4I+%?sy~-+&v+{?f)p%69WRT-sv-|?<vBBj1IWnAC#h-U2oGpDCwQ$JY
zI7>j*jN`N3k6+Vm8cS$)d~+pE@L4lwJ=Zo@N6NehpJ4n+(X}D6KkI<Cry2nj%0sRp
zkQ2P%emvb`NSK>;mxP2xDg)XPsE-iq^tSwj%6qw@y}Om7&zJ~4FQ<_(j6>72g>P0@
zT^sUwn~*YoL(NtpirT8d4;M8wq)}lx+cCF@1oK#=C^+k);JT#*8)DKMU)W>`80z<5
z?SdIZ^_=;?ZduLdE-B#5!o;3(64K-sKn%|Jz;1vj{K0w_65M%F<CqSUs5S)R>k~+R
zj&}V6a)l@k0LA)#CsHLQj&$R?;VP5!26}O^s|MEl((wTqc08|5R%FdOXE^Ns)#fA<
z5yG193ys|S<0e{C8JbJV%IN#gtYQ0qim-~u_r$x|m{k{^8$Y3W@$bP9-G%L=2j`L5
zVU%>_uk*0NGw|00dSw3oh&0W<RF<RfqL;prM<`+>s5MC_W1Zd%J<b_Vt1y8a!R0(I
z9%lXe9C{B5dK)S5QZ)g&N~1zm9!=1jDF|JEi>XE9;zbt6TY1ui<M|VBe4Jt8{30;Q
z-7X88%t{rTz+QE{8T2*_I75uDi-o65Tzl}vIa2$JtLj{bg|0){Na3x(vgn@MX4OIJ
z+BRB*&-A12zi}M^CY25Xs%6gvpg_gQEDKfXsxQo5JtpM%q0_$qnXnX(<v{7kWbjZD
zlDaS8AI<k%j_7B5rNFV@<&#mvw+AZU-i3LMjCFr94Xz3C&UfiNl-NA~xI~^*cJbnD
zqX){a_^YPhW0G!+MEA#!55i<Q-8PBVAQJrHZ`>Db=Zw!uMx;?tFglH=mRQbr+%|kM
z9avuJ9TUAW2ieE+{r3XIJbTRhW0U6y|12)Llux`|SLj%Iw;k6$i9*5xeAOSPGa&}t
z9e}0eU$Yb$*~@7kNzPG_`SK~2?fB8}P&c#)vMGYhpElDZRA_ljnraWH6lLa8*{TcY
zEVG5!yFy%Xhu+PAd5TPdvIVv9MiQz7lIH?LfrW&|^`?FJSJpK^3)Z9-QuYX#Hi_Lw
z24M|(rb$8%Of@6wxM1mWOqHI;9z-=6R;I2!U^t(}&xtvr6sJ^1*I=+gh_dCMAk8Y?
zl*RoD8~m2*7tk1w-Lp0ja))9+VQXju;ql#6cjiiLqAu-L-NS7mrtsh{Rp!ikuaK9E
zjk?{7$+AX5-_<i8o&`VVvM^w0=pL)G>vkS4u)|hakG&PSbBw=4y~iz43|ynz!bJOC
zM4n!>W0KrWWj$L`o7W^{i`P|XP$FJEmUh@ZN+tlFo)W?qina6}H@o$GKaQJcYXt)Y
zhNlug+2Qr|z%b*39UAs7BAtr!8&IO~p)D~W+>>2B&i*!;X*sVVVc%Rr=}8tAmS3R7
zXLUi=mQv96c8RyJA$xaD)`pv+tN@dR*o+ROc&Xzg!xGyr4IaTo>|W`S&=tDdJ9iPo
z$JdC2Nv%YpSDKNCk0H(1YkL>pFuXRLfUs}TU>|N8r>sbcON+B?_>ef1rsyDn>)#(N
z{WRM(h-><N){F+GDo!Pl#w9eqxnqG}b#KL>#QpoS2F0<A12Awwhjlp6-+zdw+0P*+
zf!E+N>nr(d8|j8$pHR4jou$%$R@qExdo7By;8)+i6%bf<j=qs8ysWHl0>bb!)UN=y
z{A%<Z=Q*mpD`DMi40VKlm4wyw&fNj-lZjDD*ZQjoc^WhoRZ7a9LD<<5FjnT{j7EKO
zdXDqlQhua5wP>pW%6aGZ{PnyjEb{d#)WNq6dY?k__lRSJ2{b5QgvZOw78pI}4`|fq
zWMCH-q&k%+7b}UAT!pK_&VK3Wo^ho}`KYr;Qo-kF3+qIu`LSA2can!FF3GeG@KQxA
zG-y~u1vCS&>)yL$dG+0L!_V6#aXlF2zEEW#-Uiucl|kCc(#Ct#f3lg)$HCyc%P^IC
zSZw<(F|!2(l&>jO@7D8nZw`J07;&^iSv8DVuo~Qb<Y(OC<jZxSA-!gEzk>z|hSvaU
z`e3?6*Es_$)7`>q+yXD*1i7CgW#~|t6%)?{1jI8%GF5v6gLOjL%8bx}nGA;ZyHjC#
z_FXq-SB*HYcD5t=;VdRa1qC$PXS&05d55F^s^+>s=a$oKmh~Si5b>Tk(;?jiG+P%y
z?&`I)P_{$4)0NBobjtn)`=7S)O&UK?1#wj~7e2)$Ib5mIs087u<+)KkGuaQ$LM9qh
zG2WRF(tY;x8XfvLTXcnAB&4R;1VG+N%lS@AmfF$Zt40IjCt8_Z2qDe?u{*iH#AlI7
z7Yw5=t8?sl2h=t$xSW@**`8VK!sC&?HADV8SA^9i7s4Za+x1|>nJ&-~nj5PjH(8&x
zfHaRbNvbrCReUOPCbk56d$M-#b{{-f_<_+<k+>2XL9gxwmGTQbHNFY`e<a2S!mw*K
zNc53SJAZSkUK1qr=Rp*FF);r0(=RDBe@_y+bDke};pM1x<5l~h{oRbmefhDFPAv6w
z0&#BiL8fY99E|cqRg6|>0#0_n62kH8El6Or2>jGnmWIPudP3Y5U<O1Q3|e}PzrcDZ
z-lSb2Dsbt9)+E*1R+I$JP-7oyN(CRqG5Wt@e{o(ROa!<#tHd%U+j<t|2CW8=+)rC|
zhr&20<m9+h`_^Ua#R%4~_bhflSk${QcpWa9VzAKtPb_a0n66X!sYWD$fwb73OYFiI
z*MvA$zQBEs?(f@TjImJdUs|f-EolYWArnZ&g;$0k^vXb4=lFTTpFcpHcwX$+9y|gP
zaZ$WQK;pMTqHO@`>rv2Ut?+3DSnum^3DO#2P>Nkwj^Z-fem7i2@rg-OWFmsgqPF&Q
z0P_>3Ni1OsK?cXUsT!(srjUz93rxwL>m@*HNi|LK->QL?GdldOqSx2y*)IGQ%ulGw
zEcJ8%L&g*a2}P&A_f~sW0^Qjao$R!cwoj(U$jw_dOnfnF+2Q$M_7V!q%0nZ=w;pVX
z>nAK6>h(FFtpP>Pt3~b*X}8&qx9AR*<I*9+y9v{;=qt{Y(CPuB!hYTEAp^Z{1U{>F
z7MgLx5|bJ&u4e)Rj{)Q>OXsQRs!?P~SOrzV%XI8q@{yO_o>-`FeH;8F8VwJ@ZJ^8a
z=RCQJrc%fa`M432bU|CXbT1XTjv8<q`Q^`c$x9x`nHkkaU>jkO;{s4GZjF8OpfX42
zuN9u!9MaQgNRW%GcLk(Qzw|RQF)d*-@q5t_ZZ4}UCyl3F%rYJST=LEHOhlUURPHD2
z;h(#PH9?)Ao^*HK5|z0bD2}b<fx8k>6umgx>+#ghzE>euA<E==wJK3@0h-x}df+bV
zS(Z_UYFVUW2B9X;ZP38NlVm&52G#vb1<aXH=a*bzSN<lt+O6m4`S;$ysXlWAqeI2x
zDC_<Am%gO<(2~f3nyuY^c9J^~fN;GqR=OSLW(Q;8rm=Z2w|GgFaOs0myh_#H^YrI`
zLbHZk&Y=a+)XOtCR^8Y^*p!s--<56xwL-hTzTU|POr=o^!}D{WU%q;^s8$Ynt*6ki
z(#}1&2+JVj*<LEXbrg%ET&3|O3>jH|zS-sJcEVBln?ef|b0*v|Fxn^sAorIk2_+5!
zqovdmNL5E#_SM-}$%|so86Z{8YA%v;BYBAsN(0Xy%H1G;-cENNFAEC5-wn%I0u#Km
zPAh(Zd2YfZPB52iz~1ca_KOdDQHsorhGOc8zlUNM{t|nN&6o;ZE~?u&*D^XO?-HM)
zP?Jv)7Yj(iu_~AERrGsd2Q9H*i*?D4+AvqD)DqPHg34{`$u5anv9s15%NwDti}bGk
zsXX<iMi(QCPqLrwXiT96Tvi5b@6SALk&iGu`sA6yOp?E+0iBD8JFq%zG>cwZTb77i
z6?^)UbkTVOu~8f7@&@g>O`aexdMcacrnJ>#7K@m)kQ=P3Ng<PY(nncqRa0+?7bI$Z
z83eU|M*AZNUY9JwbX^{tzY<HM1$YISfi<WrnnEF+GGC%V)t8f9hPv~BLC)y92lgi6
zz=sj5z)<SjcVE7t<|w(p<I!N8D^bhWs>BF}ZTmUk?&>C5*Q(mPf(j=-qQ2ZIepNB`
zp{;xd^UCk#PIM{&`>P>RM?1@MkY47Ox)`H@k-<V7doo1W-G=u)l6wV1WvH=rGMP#G
zWiRt--@EzNJ#C676!RU7EHwOP0Id#}P%Wqxf}_Z8w&;ZD&=gd+DA(c^Z;-p9D)SoI
zn%39=4JS$A=>7RK>Ct1#7D`2prz2?cA7NGUSnn%{WsI;(ckZRxw!O#{yr9JBsJ=6&
z3zgi8?{w%kmA-v0%y>Sd6X^<&7zeY9It;@06t|r{l64DN`s2$TZts`#2%mp_rVw{#
z)|@W;_^c+mM&(i0{k#2iYq^)x@r_8V%P)3G(%yTB%JFFGsMH?4z(%QBj-iZzgImWQ
z{gg@$*HXs08m#M|Wfj#Wc?b1j)cXMa<xglP=Vb1zEDY><#p0eA5j-TX*dr|ym=)dZ
zJ%uBrx}7g>SZoxU)?gjt9fSt;d_=83=%4n>Jb2V<S4ZvO7_QzF)-<||>!rHA<N*h=
zocw!a|D^FvzzNt)b#=mkY%>_pmj-i%8b4PSIt!g#+3B)~7`@?+Jj}vr!1TAj&#z8&
zHB_*1?~mx~;by3)1Y<)qZHox023U6CzQ*24bA%!*>Sc)(gb$fKZH|uUhgf5Lw=HUH
zBWmh%!5{DKCpg!(XQgllm@i<9HuzgF^@jTLY<~>V6GY5MOrgdcT`0G*FyZ_NhRZfw
zRkwxqom8NX<_Wo>b{4;~W*9jV4B=u8y-EE$FC>l{Kwp*d$^x_FEbqe7vq1JM)pb^I
z`@#?5vkC~n#9NW;H{g&Z0$oyA^c_3I&}|0!M~wF=N5F^-VGGA@=fzeCXOOSsu40qA
zv~_^cPt5tq(@o_Km;Wh1;1Q5XK`pupKvTDYd-xHo(Na&ykj%dHak3GGBYg_Ic3r45
z5G?W_Km6wPAYU{btJRkHo?RBvj>p!SA|z^=$fLghcMpir5F|8G8)nF;DJZ-|xJnS!
z&<7Rp8FgDI*xYNlF8DG_6q-G#@pl%+UFAT-ZcW1pJeu>+v2;pgb+%prqYK}_G@dy4
zdF!`i>L|NGAtzY=PcWnNW_P|b8VN64kpz7xFQ-vrJ5!if`vK8Q>!XmlsWOeZFa6(j
z5k~7$lQ$&2ZCyk~twL=^>%Z23y3LIKF>ZZN7JIaX@d{DW_!_#?c@I&a`*uy3DH@W-
zW$XxzfEH*9Kjk7)eZF;N;3skhJbc@)Be$($w@#?IDu#*aD`)P{iwJXCQw$R{LlV_e
zKf{PyQ;0CwvZ*9$8i@TkHQNG8R-xNE4tn|NfEH*qPR{c;J0`qsnNeKG7zVchMDa8Z
z|GfneSfNV*Ph<$EAq_E0VJxo+P?unFlwyIF6Qv>j!F6&G=&<833I1aRXHKP{-J}Ub
z%g?(WE^a;R=1;_oqJ^ATvy%aCf8WjbC_X9?dmTA-1B`Ye=rgHAU!{g_(rcEABoJUx
ziM;GpoGF(?e-k@1Sh12d9(^_FR=CrQS54A)E7AY#fz$<9Brm(`S@eH*9ZS!eqE~Y8
z*m>Io)FecRt>IX7gFMu2#plvSZ2uvw7G5z~fmAsW1=~<0Xz#S^HicVJ-Y?&J{6FU>
z3^|F0&IqopH~XsapTpnE5)*O@hQRsgw^GQEa|(uvLR>TPjK3=dkP-C~&uNViq!t=`
zQSFZoZGFz>PvWW&J=f*g&C&k-;t0=uP~a>=Q$(&@xpLN`M-)L3oJnEe<r)8w5RKyG
z=aW<q3&A=WmS?Ym%SeQv9F?=(&K)SZymj_BFRwl<kjMV&(XHc8Ds}DJN6^PogW-y6
zv<9#N9|2*}0>j1=;q>o1;hVU5y8tN#JTp~frIAfVg;SHoUYWn^y!p7;U*L79x)&dJ
zZCN%(-$LlSCxYR2G0QG{b*dd8OjnC?K!N`zgc@Wc(pi3Pl+23J-e}%Lm*W`6eaOI2
zZV9l=TsL8kl5Gxb^A#}g3WNj|x?9(bl!#CP@=-V~Fe08oyV?Tq4WDj(B|*S2P-o)o
z@Kz;QxX}Y^lL6W54LHfDt?J^ElP64c{y&$XSOYeo(j4#jmer6_!U8tw2Al{di~&R_
zi0OlHJT+--%5h4OT4$S;OYvFXE(3n34Wdm$Aiw8m!n~+Ykj7k`B#imbAuW9h*DQA=
zmFw><+l5a}U^~@iiY62=kwDAQoK^E2V8y_IO8YUt&^;tf?`wyJ6sQd$anRv^&;%*p
zZ5X~;vw{`C-}XUph(zC@7>oS2?6ylbf)Bmg6wp$<0gf;M#vi+cWrLLAjX;Bdk>;BD
zua64>B{aU<1`b$LwvF+|)o+qDBZU9?Tw5@3X$`&Sx9zzlsg#UNI`sb40fLCM=xxhc
zVp`y$GN{`Mj8``k4djSI_~_(S2@2IWYQlt^iJL?=R(ZN>zTj=!KeW~}*J0t;)h!wS
zemwRTBbwuU?6i(6%PS)U;{rrN8^{8nVgfq(-i(>w?a5mpiWtZ4{U-%#Zq3L#K&tZ-
zJ77P~=KLSmdzwL~L=joK-+NxDMf5H@`bN00a{~B4q+p;(*#HZR5Oykgj`Mlv$b#wR
ze&T~S|Aa;tAtbgjjG)bf`$zadp?cd#p$|=Ih6P%9?R|Xfay@xl2-}tb18D!Z!~cYV
zxLM;efghou-nacZ%Rl1RR-eH6N=Ipn=UkZCR*Z}u`0FKDpy|vSjji;qP#A?$YL5>d
zPq^3r?W|!nEl7B8cLD7sZ_|$9d$7r6TN~Yn+-U-8)@i7mg6hdDP@meDaU|rxUsJPb
zEHE-~!PM)2Zf(ElJ<32qn>cWf)sQq9z$BpzFfpx=*rIE#5~mc~clFChDqXy)kH4TS
z(GIQ$rpMpT*SLK+pEi4^ANyZIEm1AP->3frG>C6N@RN8oh#P?=e_w!R#S{_zGgNmV
z;;9Nf-;BWQNSXvjI-eMFj@<ocJ2y90^d1!iz8&GalD6s(g(&5QLqCt_jr1HGevsD^
zrH^ASV(JJEf@;(Ksl3GmK%F+lDxS&#(9u;q<Nrp}CIs&Xj~uhBe)9M5zyLcVBcp}y
ziq~6V_?QXs0`fZsA?INi5D+-%C`m=itcFG6<jCBkLFt+g*5>mE#t{AvQWy4?BUXPa
zWSgtL3oArWn$qt6kYej~yg2`ye<miTRwxW!n{@=^Rc_dNI6-DEr)J)O9Cd!2!Dpep
zH}1^-n5dN}*niS#XHl1wSqIt7{gu62cdk$J{}c6`wH}d+hY)Vn+Aj<vSBj4i;xO?g
zIBilEDi14QME7Ow4LP{u%rJMM*k^HV_{X0wz}`BMqF+V^IPUoHV6&Nlva|Z7q>4Y2
z9&D_uL`mar=@yF9`@Rx|w=sb*I=ZJbHYV&Y^wun8bAAf_y`cZ@s4x_FDo#lqbl+P1
z2l!Clwgq6u4On>RtO7XwtxqV}5@7BrOlr#dHFjF)BIX-D1*=jDoYbW=^^jj3gVFNd
z_lrmWJmS9|tM7zdoV~_LRj<DvE*C-&EgO3GkkFhj($Ec9RNU3)wvRJ~j7ggO)T4*F
zP_xQd-j$&B1%T<C-~s%OgZ#<p<UKGL;~)}A#NW>sfDiHFoWU)hbA3bzcog0}4eyr*
zesFk($Ye*s6wF2jG8-!16I&0~r=SD4>IH~N+99Vf0Xv@os62>|f^UPDep<0!AM1RC
z8H$Vu_;}W!oP3`frc(@REu>2cJ>wuVNU>BIoJW-j=xPoYmNHIQ*A?(i<0uA!Wtv>W
zw(Q=qfua~mJn36QQpJ0=PTw^9{~kE8R6N(wywIKHJay9y{~pN@R8x$)uYV5H>Vbh;
zsR;Fk{5^y?3lNJiY;D@6wUpb1&(yKudu^jeVP6j;?O$LA)F@Xe!I$vhMvtAj_0Y5<
zvkqWJw*c+(nCaB1;l<c<S|P-%U|dvSTv>a*^L>Azc*U6KT!Vpwdz?~L@nd6So8Y$)
zoChCz#3m~HU!Tj5Ez)lp3})K9<r0|p<Kcv8!MSiX^8X2{bR^Vm3C2kJ4;HV}q8i;(
z&g{~fn*r+Pyv;D*xRZP3iOmYL91QM3su#-1TAfHN1&-p1J)`Y^zw#=W>)WgeTfg=^
zk7w{}ZnU9<{M=D!<;_pDH$%>%2Vu*+*u%`R)5lrmu+^dG+d=W0Tc`wD^n(>|Z!a^k
zEvolKxF1Xdgjx$cglSBu?dzHk?ZfV=4F9<(f^f@6&;8nROLDdNai#eXOKF5lSQ*B4
zpy<W)e_Tcly2l5O$n+rKAsmj|j`9Gx_{89IfxBT!Er=frWQjHi`o~|&aBc$JPRfP^
zX6#Pm-}&XPV0KH~w|(^;e3B*zS8UKguwi>yT*p}L8+U+Klnzyg8pEwkr(jc2gL2k2
zro%>GZ;BdlAvBreGc&LbX|Mtk$$iek`^F)bTIjH<X@!$JGF1fq`<bQvwEr<aF39+F
z3k^T{bAhmdMB`8=OM))y<|I9zHHbN^qSyZ8#1>mGJf-4VP`4%dRtq5{?}Inx+7cPy
zeA|;U`<{#_=W^}B!liF{us%zNw1yMGN1S!~^%MWxzQ;S`>L)%B()C#-XDR#%UNE=e
z^;yP7f%^B;xz=Y5fb5=glHKtiwEmOjKpN5(_DEC$`$|@@3}PEfb<H&WD|91?kc;ad
zHz!f)fhl0AFBl|m08;>kIm|7u?(K9P7%WO^e^w3F{|P+Mq`+^lxZiy9p))6`j0Kxf
z0Whw6&{z+BcKm!3IM5!MF{3a+T*3bI@xC`3b0=H~$x9noAJrM0VR@|nYjMo~rdcYa
z!ohBK5LMar+PU)V3`U4Ca-XXh$QTQ4EQq&E#y#eU!jSSKFm#QDEMZ?xtV0T52Th@V
z{I({)As6NAz0JAwzHC^S0l89n)ilBIM}W3VDj@usRaesF*GVpHtj;z;&l~{X?c-3J
zFY9)<+TMvI6~&|y?%^Spy49_d^!FHe2DuJVqR#y|fKs~{)M8{=W@U?T&`E7OEJ=Gf
z-NmvmlEVVHRZz*DH-UR?3xdXE2~T?`lx*Lo9mmbTm#F1@#P6=iuyuZ+f_5Z=@%D=x
z18d+J{JXH853nGN)b^E1d)(cIq|%^qeRcMFFt>rUigx-xSPkNb2B(v=f5d5+)<6%d
z7NQBo=+L3}Xu93L$;-6Ve?De2vyeIs2KQvkfkDgPn-<YSs3gA%rS}XdAhn{(SV??-
zJ0O=>jspH7eBK4(BH=GrnHVT)>&fyDY4ddlORsv!Km~olKG_CRjgJ7wT8eU7nhDBJ
z*2qdzj#c<-NN3=bDEH=Kek1@VzMw+E3J}EBYzD1=qUob9zk2sJe5@r?>;c>2>HTWt
z%-cmkNlo`N(lStM^F0DdMSnAIeOfLW9vUv>(Wtd(czW%LwZGWFpC!__lWDkE<Ad%c
z+zDNX8D#&7(47hy$Yu)x1wvq|kaFv2z)zynl(3@H`5PL4JpAQ-%%>v?>i{fgf_k{x
zb5LTLe<999%WvKlVuXo<$=>UGUDjH{&k)H$8eu(#bZ^;rljyq2CaV+9es=Z1ry#lg
zeo8mu(i8=+1{`ngWF4>NgdWdNWi3jdWwBm&8{?vG#;GQoAyC)PkAMz<@<NbzPRvSz
z=m5AAbGVKb-<dnVZEUzN3%IQQlA_M5{G_Y7O8kDn=$!0l)n`<lHLxzjvhBA`Xc%<m
z*wd#YG1i${Vri#;QszIx%ltVHwX$?5+zuaYX+W#;D{lHtzVY~-+=pV~ropL3`|n(k
z^r0dQ<x`2IdUlME^r<n*-`Da`=vLr^uGhV&p6oxi>))tEgV<L$fbArZ+5Y|S%cOD^
zY*3{_7})@r^V9|X>xpKgHRvbNWL;gWb%DM?J9v2L`(fzvn|<bWBTfkJmc+W-o0Eh*
zEb<)LUj&o)eu-8<C5J<U+#Xo8dIK*Zxzx3kl9o<`->x`(;a$|oEFFa7nm*bP6P!lM
zbC&SNK-^X4&ZjA52$p`DP~*-tQ-q;dzqp=w^6OKwdg4#<HL?SA8`M1iIn`?~FyMQM
zz8^NvQ90tANN|{d(A%X}a@XhZcP;Xw3jGYUY`w-eZrm7{bL=v1j2kSGp0kgI>1cF3
z%PR`BZ7@n}lUe|_u8kw3LxGkv$atrjT@cqfjhExBt4H_eLK@>4d}Y7+sgjaQ%LJ8%
zK?&&_lzS(4AJmPm0b@C`TNbz}Pgf(7MExiYzR?2q$nTD|ow`*W%jq{gm5}Q>MMxx*
zShL!v-)&?K?~U0@zyF)K2rX+yYytxz`^EN=1fe`t(NhJxIqIByoEPv(tVgx(=H97O
ztBbsMWKRUS28u!s@s27l^5n*3KPLIkV*DYK-(Z}@KF0eJA>WrXZ|_CA#&Fx?j>ktw
z3_{b5LLK@&`Zvf2WIli|vB-fOVFJa5P?9@a$LTXB_V14WwiPod=W}7U-2dl=LtVMQ
zAP0)rd&r22i+HomN>X#8A)Omyxu8)MEgp{Rjl>-0n8GJnU>2Q*fPLkDgidUlFL_{X
z<P^pDi#6!_Oa;J<CN<=Xpc3gYwM(*v4X=tT^G+Q-RPMC&bD5=L6nyWp-giU|w-t)#
zK?4K&beCDH2ahk32n0WyKeUIubOoAu&Z0_U@*Fb$>}S?E6dN+n0UwV6j>ll2-t*~M
z)!SAhnHxWVc$I-B*a0G3ABNU@udG8?`H!nYFB;(s4vd2P+@DGb_5#sJi5Vdc+}3|v
zz+pn|hK{4Y<xdnbBWO;*Q<ol<!V?7*lY?(ozM3_kZjdkXM7RXkF#LGd^jL4f&TybL
zwtxib9q4JNLTiy~OrU_I4^Q6W4x}3kV8MS)N3KL9T&X&6%KRBMhhy@YOQat$lNTqS
z$GU0;4jx_KP4Mh^Cs)-l5S@5Lv>@)9D0w<m%XT*r#9_|@_W)^Atvb1jCvMDvPU5z=
zVHQQXmS@GA-!~fLgI~T!`pT8m>%vRLHBX~=g}RBdGBrc13Y8MHQ8$|HiHO$li<r{M
zByOy>^E|F9h^J)l3v2C-U;T&T)lwtD^pzv7PXV*2Joylzcg(Rj_5L(mHxMIdvxOHO
z>t;#v{BB*QJc|VPP~T{^K^N5;g9qw1`%pcjUb{p{IPI4eceNJ*)n$d|l?v`u7uuWu
zutVwuPzA^UqEG3@ai2xu29fRW0y_isP6{&KnBT_|t3h&SG69@aHy7eC;t5va8WC!~
z|3jLLU(nYO!z=<0{9q$lE<z?hf!O;{R<yne4d+8WK>s!pJ`w}fMVEuQ^cDghZQ_K2
z5E$s8<a;$xULrItl~<PcwqMqJOlVUb*(Du-B&^eMGh5A|@v&m&gbToaA1NsZ*z?4O
zia#_LIl1hieP#>thAY!a5oyvXf5V^O`{C_+{1D#nD79Ec)T)X_jt8pnF!^%b@bv>(
zYHLLLLbR!9*K47IHn-ZZRBMgkqluE#=Mb0qkTmn@D2F`cHVf_u=k~RcSAMq-;x&3%
z^G<QsW%X#oP#b?b9+Fx#eE2IarbRPjh)(IJteycNtMU_Wdyr5#{gmxT2K8x<LQJ_|
zQ}-hDdshlJpvv}jGXGxDPVcw}&JDHbuRmRF55|akvm+<3ra)=D4Gc622yKD?v?6Zx
zT0SY+*X;7)bI;Nq``I7?u@wU-G3V3vP^fC?!WCnuq!uiXQ=k@mMs1*MbWo6Rgfp`T
z|2#l|62Kvf_sG_N{Y?4`FeR(!>Mq=4eHO><SDxLVRyV8g$)xr3h{W^ZTAsw0VdW`}
zB5m(AvMiskr2JXPe@kb+g%ER-{Tj0Tjl(DgyW}4BVBO(9P)4ssapBI`0Asrqs!eyn
zGU<2B2ORtwQ<&>8i)0dKi?pg*qrJJSo&v1;l(qzq@cq2SJcS5xya34KmrSz3BrUl<
z{pKzG@SAbjm%IXn1!iU}G;})mPR$)+P`ayDBuJQ@oHaxfj#HN#u9~>VR}wjt_}$5=
z{2(I_Z-%AG<G;x~1a!pA&~(5vXAOAxZ#kiZm^pY7kUGhS(x8L!H7WZCYXP&4<RuIj
zetD$>l5zyy!!tP5iTbFg^OK$JsE?ORdp3FnW}r4gFfIV;e#tl>bW#CH_chyQY-o5*
z;r8(ZSm(nnAWlJd%JCD}7`<}+CN=q8nbxEAE0(2Bt&+2<VF0YL1qIJGAh}kqzFUec
z7u#kxL?ehupl<8N|BUnBFjP*TfH$Td+N1+AzhdWFukm;4BihK-2eh2r_SV+P1mpuW
zFg;HQO7Wk-Zj01(qUtczDZAtQi!JqVM6`T&{j_<xG=2UNLgg*}@NYBGj3Ze<88=4M
zvO~U51g`>QzafmXOFV8-h<7Hd4<(ra6S*k-hH&Ef6}odQJMuhIJ!}z^UI(7+AJ7sp
z^G}3C%JSkhuLot)yU2cpyR$b1(Gp8lF|9qoGYDhpL4;Jrh;z^*3@BG}wTC|ay@?Ob
zE4GNtngF$?&C+YcG{Rf-etCQ(;py0URqOM}^lIPbgRsXi>LAFg0O(>(u!=>sWdigS
zXNUiRZko{icSR3p$Lbv$PE_mx=~!kah>CAo0&Fp<8ia;6lO3%A{O2J^af)sLq#F&D
z6%*5=)2c6yVZp?7BHR`*4Qo)!IcvqlY9%R_Yi|rAeV(Hti?B{iL>a0u0qGmDiND=c
z9lefE!kl9U44Y37JD^Gz*NfN$CEOX#@o0rIH1HkXtQ8cem0Dtkop#>!N^p2zS1D_M
zTPiSjFp)y|XT*}HFhH#C_dnww2M>D1`)NPxlXtE|UthyC_wWpv8a)6Eje`;QdJ3FU
zgQthg>_%#fYC7kkW7P^0@OL2%c=mL?&a00pB1@bO=E(j(!rnTp%I%95mQqSO1qD&0
zTM4B^K?P}~Q`~}*vZZqaf(eQs9fE*JgLH!e(nw27H%Rw4Up>d8zx#am{&ODBesu3Q
z)|zY1F~=BF$}C=R0YMFrtbAdhC|Bh)tiV%J$wSEAgeDbVCmJpISIlSb#%9Itxjjhm
zo0ul6WeojdhnnLey#R2TH;}1`RRG3AJ4h5iMZmFK$K<(n#J6E#9cJAl(_pxOn{+e7
zezf|LM?e`ugg`b8Bz(7S?o{0%ua`Fl1j6Is6C_^<u8;=y6FOEAOLOa<>d4WgUYjqt
z55kiXH>qRC{?7ltt04KGXerl2f?qE-o+Xa^ExJXl4xw{G_v9mh##A909j&)H<8GD!
zzfBK{riF=6Bi^-<oXMUNn0}$SdPx#g>A~gPNv$TTh4Tp8$5I64Ia>s#Fs4N5{m^Y*
zMyqfdZ$Xw6>D~W7)n^q_YHuB%{PAn&vh!o1xTEbFIFhvX!}Qwd>3oin<^yYu)lLG)
z_{o3}Ngy%{M5}FP?mKtOItxUEqt^^qnX{Z$ZbMVjviJ<U-U7foKUy)~Ca?ht5x?GY
zMpW_f!DIVd9-XS!bl^lXRTH)c2LfP|u5x+70^LQ;-^RFgm+C{WEN1XwhazBqS=i0X
zNMo~Xxti$JoJv+Acrv_dr61-7N7EQEtggR5$b@R4nM$g#YT)e<_t{|pc|el;ce;xY
z-|s^^Z)Sr>C+A(t+B^ApXrtA5CfmK-xklEmI3`bj7vVG@xdW%hd$N6dOodi{KLknm
z=Zd)i_)*O|0ci1ruNkPO2OY->i1u!a{e51L>A~Tay*@SnYa37*V1V@7rtxhFAi~Y6
zaPRUU09C)$zdGaIrx=|IDOM6wwU7luZ5#`@)Z!Tu9DD~-`=rCFOPZ`?LUX37hMSOt
z?CyFX+(;->Z>}nGl&DE%RX`IZ9|Fry`~dRKO>`|s<jq^X>oq0br3j_1f(<D&5#9;{
zNOP$t-FzElp79yJ;@gED{V^XiJa;=32aLNPXw};U6KLwSnbJ*wWe|hj4ZvczidF!#
zdyR6wjN0cAO-u@UOK8h=L@%lzsbS&UR$A?Jbt6OuX-PvI_BJaH7jWVc91#S)Tdwg%
zlIxqRAR%9_>Vg(oKNLCN>-@0Mq*8lXq!b^x-+B8X^a)T??n-Z#ubCQc_T^cGl5+Dx
zfkTDg?dJHXYsh`mpaiD0mxdo`w*7f{9Kqm1>ov4eBvj!S;22kl8~mgr*GyTeq77EE
zk@3_Qrx65lg9>|p79v>$HW@<oDhx*mK(8#{re+j#8YH!!V#vK6i$}E_A%;%c49Sh~
z=(K^hg4IxIU#mqgpy;uRv`1%ni>FyCq8k>VQQWk)0~LlI_$ut}RKs}CgH0);7&Qzf
zijP`DJ?jV4;g&x~TMBn#b;ESW`gD0IsE7}~E|zT?N;w+U&S@9}C*I{%*9o)s*fT~{
z9U{=X%R<x-u{aL5)phESz+BRxrP%rz06=q4Y33vByYj;W*VtFzvQ4iUd8i#Svsgx;
zA3%Fh(!2m55L^4VWt_$-+=_T!2|@xy2{?rMoR7urXEk7~YX{+2aMa((_v1&EBSG1s
zTvPvq8caMFLIMq!FW~5Z%kN`Pq5e{-DgaL5PLIQVM_1rmZ+L0+H4#vr+Y0jE`2oG0
z0aFIe@j&Uj`A}i6NzKj?Lq;1TrFyqN<<2BjcC!^dq$}Cx4HUOF0&-#rb2t<fFwNk_
zNOeC;spp*l<(q(8cZU(NOkE<(mO5NVtNIz;aj2+XdOBtS;LZ=XzVL9)F%j-dADClu
z_=WnF*tACU6svAoY4s}ZLoFFhn!yL102Sp!P;)n$tr&vQ0L?RF)LTPtw*Rnaz}Ii{
zAZp5C58hM1f@c}6imhxS@vR^HH0eO7215WF&sk(Z0!#`I&tQOZ<z4ID`<?Gqi`Uzk
zf^~o=D#FxR0!o-Ot8yu8k@Bq^MBH#ThYohSS&r_hb1Ej!ha#~YY6`_EwHud0Mu_`?
z667ZQc#^XtA3zI_ty@W%5wr>z#%9XIpeGT-H_>LYBF$$Ke*`tOi9t}_Utv>@v4q4w
z7tyEX+ygNe;+0{Oe2^lJ>a{BtHmC!DZ*ieTVpHE0VC5Qv&7BL}5)ta>!eh={zzezE
zrJ-vN+f(!9<;O7AyLOH7B)UmJpr{Fo>u%r>T0(bp;LIiYaCHQKhK}^zzJmFfdoNx?
z*}VPZ<4%9vTxX$1;{rOe%c&{tN?$ZzN%p%RMJIZ6gHw{m^gXsGUfCnwCCTdfiSh-r
zmqHwxKcqCh7o@qhc#G9!opB-$C1O~e9Y6B+;Am}pG`JOb43$;4WOd}-C+>QHe#u!G
zv$AB$%`N($#t%tJRhY3esEB@dVe9j}h-PsWBhG(W-`FmC+ZaPMFrb7X634YJPp;gT
zx`x?3En-JV%Z!hp#clxnV0KcL489cAZ@P@hr{ZOZn~Vs?ctfxMC;*@&fc26UHYLP?
zwY&$@LJx4t;-J@kkQ<59YP00QO={>o5mJeF6kBVf-BT;~ZgXV_dTq+Kj|szNMO#SW
zh#|tp%W#VtuEo3hb^Y{?PvkM)>q<%_`Xd6i=t?}0ITs50wMXLevXd1$XJFIn6F_%>
zuFxw?DkGAVcMI(5_VN+Jau$%XTmzx{IfmpR@NJZPn_>ofKm_*zi5Kt7w?rq7@;Z?f
z3ci`yd9~uR!<tHK=ydu=NaF#)0Hc=2K4SLYle+XxDZpeG&X}>*w~{4kZ(*xf6bpt7
z4WKM&dW(QnHd2X~O*p^RcT&6c5L&0+;1|_6jH5LxXj|1^&s$9D@@A0n)q(3E+l$;R
z)aK0+!NAMVf!y-|Cl-x3Qw#B;?KAs}Mb6f_41p$0)jd%yp@Z6A*Jo^eGWgtvp!+r{
zRWjn?M0oh2f|R!sl*QO<9wqgJo3$Z6$MwVID;n@7_Jx@C-D@{_dzS)FCrnQstYC~X
zD^gr&2BqkhV-2>y)ZgVToIX62vIN>LgFEirLoj!Wto{s5bBHvFzJvV;_J?dyiGO3!
zKiMIn?g&<M^nY9@JDxb>pvF^;$nr3u%jys?xS@1dv(bKy=_Jzjh?T=iUiM#X!gheZ
z;pSzQ{bdH>{rXI%>Kd;X9%(&hc-m_?#gX8iIvYX#iO}aHZ%wle?LJO%;}C(%+BEs8
zi;yMp?Fnb>ncgv2W56S54CbILbPi`pr5><bU6Yk;1$2U`2DN&%yGZSw$KWreb5W)@
zNF$hS(VMdQ?F=G(k;5&hPh0Cc2K^vc-E%<f)cYS@#u3>JKaA?~to9lN)PbpxyGmMW
zl8c=snLq5UJ7}3brXA_MUs>H*%E8XP==L^UE9(o&fVzHLpFqck;V2)`_}M<j^TfSH
zMcDhfNoM^h!ySn=H?GRGaujt|<4ib-k736A-Cv6Am~B>(Rx9gT(^`ebS+^p3g;8`y
z1*J(xZi@6C)I9r~TK7dnp%%avIc8e;gjD4Vk0s&bxmB26N|r&WuX%sm{jN>5S9HKW
zfZE4+xdd$c9v_Gje&=9MrU{VH@)j(Fr-UQYnn2n%$8?k!yp(MFP~j)b+q!|1dG<YY
zTHZ$UjXlvn`mVyr+OXug(aPWOKl>~;sR~8Mex}vGRD*FtX*B)4gF@{Bgr}-;${L9O
z8<0-#EEZb6wN$V#J`!BS{D{wI%HzEV59f<1Z<<#*VWVzF5yMTW=xwXD4>?}nw9twv
zd6s=&D-Hk?0GR|Hn_|Qr-mTHi_UsE%Apr|H*g`y+$zL6KQ(HRu!X=?{^zh&e=_iV8
zN!@_R>X$nIiBfrOsRo_;F0NtokvpM?hO^9t(7s8d++yL-i95Xf_jps=G&VX=_&W;;
zyQ5lnR$>v52_Y~-nj=I@wUWe18<t&E`40B@HMe^bp*(a&Z=UzlOilrh;EtH1w&5=M
z8~#qQ+kL=y=SPRfl@oE2rqH~R=*o@JX>1lcDXGr8b)VPVk~eESbU?hIh(3^hH>7LZ
zPUwxs2@Mn*9F*JjCKs$Vc)L+gcI-j#AJ12!4d-ONF#RxS6vBygx4(Ym)wUWf4W}<?
zoX>6W{V<<Il;3}YE&5KxunPL?Ojvt5fFP6D4*8IR%M!Y8D>mm%3qDH_;ac0o6VtRq
z3oJ67?1ld4ZBEp@ATK(XsQ+({n5-Q0lF)nFaD~K#f2z8dOxV07jfW%YOfd!y+8&H{
zu>qqEw|1P9^z)y_N-10x!1F$Dqp#T<;<UD!STrA-CcJX_qI(L{MndFdpgO+-y6#>^
z0n~2WnKg0RbSmnV_iZLO(X2yFsDy2%SZd#geTMnQRo?X}1~U>%d$7^N8@+!>^;(o)
zXr3CEcivgh_lx$tWh_w4!5l}k!LuhhmRFP$JSq5ekI^OLd~9r}0(yHQADIoHKZy#6
z<YJzdx8GTvK5^bAR=mbz!pRG}w-Tig-Y6*~(Sz6Z&@$9&W=ewlJ$ihyFd|uLwQFYE
zG5o%;-T3vAi8p#VYoxJ}^D#5aLnyZ-Pzg`o6~9}Wk=ByDV0S_x!!0=)3Nnuv`4{vC
zvEIvsE%ywCo3A80bD$#<6w&AJD_z)6e-K^-{6t(P%O&8w*Dfxu^o3koM{6#w$of%7
z^r(*2phzMbzptb9psHy@>|IP6tM}g*@ve)oyixRITPMYZ1}!04r^*%gl4+mFpX72l
zPse4M_cJd#i&5<U)3TJ#CKH9eqPyHvk9Ps~>LWL;fIaTee4!^SlC*)!t>FU)&dqR3
zLaIBK)`qFiQ@^@vIy~bdHFvo+8HIh4P_jrc*yGYkJ;m_*^pPG9wfF^0)w4!mvWJk!
zu{T9U(+IiCb<K$WLPPa~#AT#TNE!(fbOD*bJkJHKyR8+)&f9wyTd|O;Z53qPL=|#&
z^z@XU<E;4C3&6;8kjg3eZDddDvExF6{7jmhSJZVL7xUubQ4>E!b*yt*q%z~24%N4N
zg4m3|;%?D4$iyxMTKICZR(`nP8KBR`pd2?Q!bwQqL{16wjR}Y=Z$(6Azq1M<Pkw$u
ztGY|y`5HQr!+r9tp#7k}r=)1ceD8cjOQK~rVCE5#3||iw+k3m{T9%S_J0ZzKqxB;q
zOPUcc$~{ThjKJh0Q$T>bYi-!1zof3h002ctQkrV`G*jUJR3KN$paQ{nd}Z;AIvGcX
zN43`;SPv6emERs?)+ldjem&u7+r!EPIl$!P)m5zu@Z~u)b-O+a%08R*F}L38CbAIq
zXNH++ufTOnXn?yzE7}oZR+YYsOl^j4z=Y?rR{jfJ?Hx4?y@-g`INhwjJbAJ6D$888
z2<NR7<3U8oeC*`ImqzK_#na{YASQ9SJBy<Z-n%6>nEUm_FV#?lgS$!r|7#GybhoE&
zI%QTq@+N~ObkU)byGmm(X@%gdR5<-L_mj>H*0klPAb*tPe}5ctFj2qPq<tRm9x_G;
zClgXD-Ym#^K1k<8vSn7byz0VSxLduOVpYvtAYa0{#qdU(c<Dtx!P0KIc*i#>OEHOp
zQK3@g-CWy>=+Ayv`7sB5?K$13&op6m<7Gu*!s&_5wE=cLReJY^<y+nHdm0hKsWdw<
zInj#NI&%U1dkLh5sMoZ%)%JOw%Bml|4M0#+a}Vvaj^s<pF?xgO5Xyy)WaZ+eKiD5g
zGn?ub6yCDyE$ueHFrM4&{J@b{kCX31wM%i+J`B~6Q^l~NYJ3%StnW8aeE{gS@LQ-@
zr~kCoEnVKGWwkhEbly+Vxq{pTR#$aV0hQ%r>z!;D7$+i`DhEL9B={FeFn#K9AgrJE
zH(gg=<xXiz^v32q{(d_nLd52jyXc`IYN-?QOlqWO;<f?yOsj6fF9fH9u@XnTun8N8
zHRx*~d8;&ZU%zG4-L^D;kigV-D@Wa(WGc18k?`mTTqE<~uDnO#E`&!p`xlK4cS5B;
zHngPNL1`)`p6%*vosaNNxlefBPjLb_gghn5H8d!Q!s8ZuW`m2y4GBC_YA>GpBr~N|
zO39t+1j*Da=GKsv-V;LYo5=_Zc=5bM=G%%5f~CYEf75d!tq(O@HLPR$2cBPBXDde8
zmk&H=J$a4wg1zAjb-bB%omQ`gx>>sLkj^eQ^!?GIbwg8rw~U%2nhrV<Z!@ts`<k&%
zSSJTXH+)d<*mFA(3iRU*R_2fg$<CXExifuT!<4A}M~Bzn^0&tJ6#<~>zO9B*xG#D2
z-z?zQNux53H&F58-ER`LE6+$yJ+_FA{)opO$w1(+YuVw@BESHc-74J~I}DKw9*~G$
zFjnK$U~l3S97aV%oG9cDuEcx0m%n&yyArP%J6#Li_YlK{nXc%_*3VZQk?-5Ku*Hh1
zMCooX4FpzUb{~9ON;oVWF}%aHK+8MZ0W_t3hs9$XaR4G=T2ht<N&AQD@cdcoo_L%Q
z*)**f9tz1M*3Z`&@u1s`4Fu?{vN@9msz}!NKms0j8+BfH0UYZZ2?8-m?>kB@9?K9n
z8o?&T5M9OP-3l7ZD}%--rZH-*XEA3VTZB(zWU_v>&aSGjUaVS#_Xt%K^ow3e7Jc=@
zL^5!zFvUj_SsvwmOx~x|s_-y&Vgmd6f$PZ{l&I{Iq4AQv6fpSbr6)5!8DpZ^#xMpW
z=iBUyD=lg>f9&US1)j+6LbFdT>l)bhN}U<KvEI}L!*1+i^;4=UQ3gAixvoj}j3QI<
z!>uqfu<&avhO1|G^H&W>yi2nmF^J?I)uu&pVNB}9`B`O<_hE>J{F(MsOZ5px9ybDU
znz1mgs}g0uT_MX$##Cr*Gm^7`Et07_a<C#(ykA2K)FJq2g{AI6;*E}dD}sU&m|=#q
z8A!s?e{XL#qGr;2>cHk{ZFwUv$ofM^weWU08TJ*?6Q)FK;=3-kB4*|zf{WOjq}Utl
zWb^-nbo*4|uyzt{O6{2c3out25}CK0r+uHD+j6lHkk_K?&ShniDyNs?4mYo{Vuf&g
z_ckeNpnD)yzq_3tJQ#nI0cC#AP%NaTgV7FhdAD)SkB0PuoE-1xKSV_cT2~XFwqn?K
z2DDjnZVF*Dp)VvRCT<5gH5jW+M&)z|SJ4W?z*L~a14lJckI5spYYwV+l<xV=un0k?
zHJv_*C!HFaDyxP?M>3G9M-G7b(|ntlDN@&r%n4pA^<}+Il#b&p+CC)N;kr7o*yz+W
zs}^4ukpE>%Y+wnXnDxHoQ8S4p&Xc;3=GoqQli9%8z0vS>7inJ&lc8o=Z+Db>G+gaW
zg`(TEW0(U4=pCR{r%$|beo<HcmF;hEn*mb=EcW(Mu75tR*D*$bYC~2$7qIg)<`v?e
zihkNlgP<RL(J9i=@;Bu~LZhb|HK0FG)1JCIQReYjQ(BdEQ=?p{n4|t}PK-_Iid?a=
z(VB3nGGCl)7hq(U;IHnxnL^uEzT)y}cOV`3@9Fz;eoooOAq4`9%tf%}@texGjUxKN
z4c3H_d?$C1M1T9-1?%rcMV8kuL1Mlyb?UA7UGZU#zxDNf_{6*+&7p3Oe)h7EY=?bB
zK6iV&Gox%n_tK~@<vff}`=P*scRJr@c=6=<%@D4Fdl}D@V)+)K>vX=EJV_dL`8;Zw
zed}#pRL(TQMaWo-Yh~F6^8!S`!>S!h<fQeXL+W+J+^ipi^>Uv~b`xVK-M#L#a1K57
zRqrA-pUDQE$?x({YtM-n$c{;(x)hp2lW(dthfm4B*^$=P?5}Oy0c?NAd0sz7FV-sg
z(Dmw{I271~L>!@akX;C9H~RGszH3W|ABWB`(3wLXBn5eLUef982cmXUGoKm27VC)U
zKL(KrBF1yMDug+>{YXNB^sqSKFOlB0=H*7OHihTp>gHSOblxNScxW9UsQwbB6fO#h
zh=d^>GD)s%Y2{+tV{m|q9KI<Mt9DzyWqPi-bjFa8b5VGr=tYTMkg5Mbl+%H8XPNqT
zBk&byih{uWakF9pCNc*eUOR40QpuPZe*ACLRg?lKO^k!Y#lOTB(lYqwr%vy;r3wZ`
zFwMj6%SOh=Q=kIaQ2im`T-Jv3iW8H9t`ihWdoLbGn03FUqRQu3WX|0AW1-kzifvYU
zshCv{srXg9qXm~KSZ(Xj41vn}JCZ4BD<HF+2aA+7tOaP1>8T!fxMy8uD_J6jo?PA(
z+)tmR{IgH@si1P?Q`AX`^7fgNzdk46i4(k!7_kGhtQ%o+{}d68DD^1<ja~NO+pSq4
z8XcdDY*oecOiU<d&g;oRiG*GpHE778lF}lbj(5*IMFjAinHN3woD_i10F01f$1=Xz
z7gNHLOL5pK4Rn%oX}M{@x0ZC>91E1%VAXvF80Xgp56vgvq0NHmEWT658vZ`jenu=E
z5UVs|`*r<WNr_<Iy*n!<5{i8;Vly3Ki<i0B&-LXdH^)d^vN>jEgL_c%)3^ZR$CXi7
z4Tao9qyGne^ZWNdAYw?c7|}hOM%7yk)`>U!l)!5>2OK5!KrXnqX9DoCFe>9KS$(P(
zwhkhKB_)i7S|!QTiyu9CGg83R59#DMOStLJXCC$g9@*Lp__I}J=?{7RwI@n{7lB3O
z#v~;J?AgcvdF<mlBM?2$H$M<T1eT=wptG3=i$SOpN}3LxqNXTqy>7Ge!zeSv&=P4$
z<;QyLe1X3Hlus3Bg)S^@-z;tLvm}+~G`+sMg4h%xdISs5BI=tFpTqUQHuwY>s<lno
z`Wq%LCXcPRCjt9IBw2`AVj8rSK#MoSCrj@Dmr*)nBMVf=ubyB2C;A=WhSl&MED}ik
zB9<|);DH0T#o?6?*t`f!6KsMXc*K-IQ)bwVinaWRR$&1)3}q}pdQym2c|YKACgAYC
zoTy1%skVIj6%Hw(!(4=s+luTiV0~#o6-dgCZ@Lw7K21CO`;c9ZyZ2A+8q&6iO;7n6
z+AyLaX8^r|dEoS}C!V2<syrW>*dUl1oHhAGqv+<}SrAzrkPN<WO}1V56(=YRrB~Tg
z82bUuz5AL?IUl+Y+91<Jd}KE;kJXhWx<H8%v`nIJJc$if4?-whj*++tI6?9NhTf6x
zf{v#yw@*n#@)AOM0l{SlBJD+#ok(lTY!IP>bb~8ZlYmZS8ziv1U0OzcV8=8v^|oWr
zKcYaj)i+0pdVnVYGYIMbHv*VMKJ}3iR0T3pIQoo#Za*q#B<nt)vBUbctk1smk`FBd
z9_Ya_#6aw;kq&gu+>2^F!CcDW>kT#?AU#t|KP?J22OpC2q1`}CnGJ;t+lspajCOZv
zc^wo&qgdnpyt5B5q$L>NdZ@<9VKqZXY9Np{1i#B$>$W5dVH=0K7$X<q(5y55VU<tL
z3{{%C@ZASC$YFNRP(f$LhTu2K{If=TtPa=tz{PZ$=GWDKHk6i<Ox+s>lz49rc;9Zq
z?Ep4dL2oV}LH3~^H~&5%;K$rE32kzmEwE2^t26;&V0q`nRIH~pFf__4LIJoIKxy4q
z-O%3tG4ZUoi`v7Hx-uO4lE~rjQ3{;9Mh*GZmsdzufF}ku1u*IFf=+{dkHoH4oL~=D
zna83ss^uO8$h66%4k_a{sk?33Vo-H1Kui2fhcku!6d3ULg5uN?PHs(5-d`=dnE?ZM
z|BK8|^ML>m?|wM_57G4VHR(PrLYeozNrvlVsgvw#%a?VWplw~s(Uu^48R=11Y>j-{
z4&k(YXURM$#DmzONJY&ZaM1OD5sF1e(hDOhZI)+(OCk?}Jt65u8$gTably)xM*XsN
z2mvuL!(NKR6we<XY5_0#usQJ<0;tPc048nid+);r#u=Vzah9e$V4cBzXndM>wm~u^
z<N&LZE3-7{nMChjR;Fa^58;(OQfeXimp*2MOZ5^73>;S!!eu#=Qz)M58hy~<P*76Z
z=sVXS+Foh~rPd?MbhpvgHD+M%W+NO(zJ|x0`)xVEOHe-=*04Hr4UMNo&94@xRMiD}
zH($qCwxB1Tn!37T;@t~9;kD0bP}V7koB{HI@w(@WHz0cL*+JSeX~QO}dvyfX;}265
zyw9YfZlGGu*FE!AxX)?xAv@mlWn6ar^Y6eW=FX9_*-(;RHHoqB*4d~g;zMQ=Y+9S;
z|E)zLGz3Ot6$AR{Kd+0O8!JSI*mJ8paCnq-giwRsSR?)_L8@wk-^mA`$URcDGGjc`
z4NCG`_1j6u8>Hh=yjdW-QGa<kMi<DiCR|z>Ynhy8Da5=N@NS~gj8nX&bwLI_kCU`@
z*P0<U&!RhR1!MDq8g-cyKjTQyVqQeUG0v@%0rX`MUF!lvLC^N;OGNVvL^$$A%M=Cu
zCXXodCi8ZuZ8*aAhL9=YtuDlMPYpxXwGp)vxRva(*seB<^h1<fibbQi{-&K_L@7W5
zdribA<Dc_F8jAqjO$QI9Go(KO**A32AB`7B)uhg4Q2engO{c>wpWP{0mY!#HcNq;F
ziT!-M&OsTeG<kK-R5Kv%d#K(hUoJCT2a=8FMk8#oh27-1D39d;l5ut))o>l%<fVJE
z*Ni~`|C5yn)TEo3C5w!r+HW8u1)@MY(<PI*8yGeTzWan;7B|`PPX)Y~&Za2u5qCjB
z7`aF%wx+>qNF7B|C%2|eFbtH#z;hj093|)Xj$xl*g2QvuRCeM<$l!G@My&l|Y!vtG
zQt_l~r_jy6bGq+W;k8B$;1^^5NlXPORBUCWGW>N+rS_J6T3OVYm7jTd^^h)^)T;I>
zqCO+kE53+BuAQ=+APpCFsjvQ-^uwV%dfmtJG)UBdSKOXC>VjAQae5E_;F_*=t`&4w
ziWpp;_N8^5aB&cbKjr51dEYvkn*YQ);!rt}jQY9?|2h3&)kMpyJUdG6@2IV?BsSr>
z<RYXpvs?7nMFt<f_KXoK$zjHKJ0j9_qQj|ui=gfqb_oa?198`@O{cee=zzct_IJ?5
z3tG9g>o>-l`+y>&W0fv|s7$Vcv@Wo=q*h@~l%P&w>x6`1wE)HbiKF1Uric|cy%Jwp
zf&FdNNwqDAh6y|3N-p5J8^|~on4V0-6dh0dZ-Msn0eR75U5df}H)JuhVc~Hg1EF!q
z8`7Q}tVmv5rq1Zmw{FM6Jg+K;HWbq^mmdGcWmTwvZu+pAkjY|E;mv6HDbJZd;fX84
z^Czai4OGEpOcD_2b%5{X_EJnL!wtgNtCjd{%7E9l&#zY8FZHbwEaQBy*{ewJWujs*
zc8-y+9rJm5vmvKTyIt+A%%kc>-l@if%8@D`D_}Jtl0u^#kwAY_$A7Q$mp)VqIH3~&
z1^j~f;IkY`l_M;~*L^YKs2N`!DSD$2`ghx(kg2&su?UmrA!5@Z>ykNt29KfI%f~S9
zr{E<xn93DG45Hb{hXeXswByh{pkY2uosu0pJ?5m!QDYl*=Z#qMlEydTrkls>u5W!<
zcgbYUU6IK*uVrJ+mYSo#-=Ck}nja<M>L3#$sx*J8uIrEF@?{&sQQX<Ed+^VbSGj`+
zLojAMRWxrXh4d$!eo2eyx_6`p0qj_S#>YpbU5F4RCzl(DICp98VGyQ0xTT9C9-4!Y
z2+8i~PK*C}(4X}M_5i^HdVSnKKYd53Qrq|G31vEfABZYVy{``b6rMAG@!_;|7H>2S
z)6+<4;9<DyXrrP)@l{Z0AldWm---^28xIi9B8d&*pO%)!MtB<5F#0JQ99MAWdb1ON
z!tUjpGY>grL8d=S3YS7@Bq`E52T5iS?c52G|KTpZf#-2MrM2h}sX;v(=HtinKzRy7
zY@k5zKjDM^<y<h)aZi*Oo8XKJL}OQw%giI>JU|oJOfsGk{Yg^C#B->8Fn5SF{8K#R
z^>YLWV3av<=rth*Banub4Z6&wBl)}+$as!n;JW*lM{D*Ai-53{4p5xfd{xh1n?$+_
zQL@u%1^g$w^^(RAf@XV1x&}$jVU|w;wDBY4_dxBEDBapvMSlG}2I=+>fx9x~fRQ}<
zg>8sv<Z8*)jAMVL2wq261)fzZ#y|VxCw;Mj$({}Bvz?-ub3jG7;zuliw*(7WIg9t|
zcWO)-6`j!C=a3Esd<}D*sh#}epEAGngva}%HR#MAOHjoa(W!QWlN@5ufzY~vif#r8
zbk<Ors~%)7g!840beQkVDyf=048X&BK_^gM4jiWMwqNxBQulodhm1zF<n+ToZUSTe
zuP?#gfbRbx%BG@TOh|VMls3c#MBt)SH!?}#lH+1i<J;c93G2NUka4&w){^{jH&kgz
zk%hR?bi?FcC_>7hdaXtDrzUR<o=~t7=HoD)!~n}q>@?tgR*)`mCSmIf|G5c1$-{||
zHZJx*HV40y*m*~fpU?(Q;l8*%w1)He8+mIc-L4+NxY4`^Jq0pP#X~2{__8EZbj=@+
z6E=npVr2Kt&*r~ekBpt_f7fv14{$CM4?=0NM~|GvXCA?`E}l7O<ed*#<_6Hl68<wr
z_z96eg-0u6G6{bZ`QM-andkT)<#jp$5eUsQ78M#5RXRnIcKHYfn^xtE4yu?}C+Cyg
zb2`<LsWIF?zJl4y3*zJo<9}a@sHqX1DiCc_A)|S5O5)qj#)1WsqUbmPH-c|`$o3)_
zcCp9hd?ZX724*~%SUi1hwEB1JxZV-o*S1o_p9Tu``qK2542mDFpgWLBPJfH7n;dWR
zfWP$B5eQ|=rt2`}<k^>PvA=k|RDAHApXWT#dH>yk0NHh@@*&mMh87HBa195PXlz~r
zcL}hpKF3{)0`aaL1v{iM5|Es4037!XM9Qx_Cf)w!2LJl5@f)xZVzzq!xC=}g9wM=Z
z^d=YTiazMaTfw9!q#qlL(t;u`&2gLo3=)YjpyJR*>=}R&=s{d3n>_tjoIU#v-kfh~
zx;~6w`R6f%@&EtTOMpBz<AEVAS?@6r2RT)8YNnYN4A?bF&NuV^`wc&rfb=4A#<e_2
z|6`riYa%RIVJPn{z%~y8aeJ$K;*U_+5c!u@!IR-rx-?|S3qZCj&@y!X95_|Dz<%=2
zED6KHBYiT4#eMgWGekNK51i%Z5d{!%1bZPoq(eVZ7$n`0;0M_Eh)My(_qq}WQ&}J#
zK%^5>o(98GP^&ZbjDJ||L1^2O!V;W!qWI&A;Vyxb)(Z>_Zcu?AC1Es&3rmD7wgDQT
zSF)^`#QX5TJ=zH|hCs?>aB`IzDv>|@<179TRywjpJ}Lb_yaVPh)`pWy$4TRzF9#vT
zWd=#NLNH5dd;P%n&rE_HF%)?^$TQ{r--!egFJw@||Bq7HUF_^G=m^Ov3lYo%IbDI^
zNaP*&cs*wEPkpMiIE0C3Qzci1|GSmjyf1@-ZbREN3m$Sm*fAngaQ<|OncPnRD+v`R
zY}P|2*C{MVE!D|Gg0p9RgM4XZ2rl5t@R85R%HmQ7v*2TAlw=Tj8_<68_Ihg7bBmnn
zlQ*w-Lp%%1Z50<%zjLe)uY0vo$X_4Xo4T|cTQXHvv{}BXIAqu8C>i@&%uy+FI|e;j
z>g=&9p4+K*ucZO%Xi1RHi}^U3WS+$$xGs%N@zM+TEHf6tLvbv;l7NcO!YaQ%x^Dac
zU*BaW(FAM_Nx?GkN*H86g>ZtZ)0F}@l7*N_((QrLi~z+;>0@NQc8xqWU@u82xf<T;
z3!rH}j_w^w<ePv02u71R&bWurvFhUQkFW?n;$mPuNJIhIf@6FT8hj_g#)2NgKTS^P
zAVfyp_!vzYYzjJEY@?m8q1AvJp9CF~@7wgpTA{zL{GTto=;!5aP&XjY!1CWuW)<R2
zw#EX2Rm0>5en9@ftvt`KJc!so!?%Br=@~oAjA=Q`5B^5WFKpb-?2R0gy8hPgQf^4T
z{C|%D9unP6Y(fX08~qkH{(E8{sW9Mcb1q>QQVm+ky;0I+vM@wq`MEJ8k<$VN-~5Kf
z7AA4{L$)c#2*iG@CH>bwpY`wC$FQD`GcGv0Ca(G4uf_2Yh=bH%6dk*(A13<XHZqU2
z+Qk1P%_*l5%s5H}rV!;@z7Bcgg?lu%65e*1EwnoQpaWyE%(qC*`qu*wV1Wm&TF_DZ
z`xmhY&a)r})Q^Dd%$o-PY82F#__14`*s1~GVJtsb&-B00t)0;R*7`L(-Yk4fvv5E6
zItL&aZec=ZEiC;!|16k)zp{-R7S7!pMX~?gnsh$}Narq9gQ_}wGO1)b{#o_C<Y*eQ
zB>;mz@xu_Ze5+7uczb>^m9!OGpJBev`{kv>gQY7*^cH_!KdcTO`11TRdrkd69*_t&
z!e~Rhc&cIQ$tgH-lWai?<d4J@Mo`R{tWCF<om_N4R$du}w#g&vY7v+;)LEeq#wgF`
zji_Y9q&yE;CTRY>g@1mNol+%>tHajd_fHXHVQ7uq1kx%Fc1-rRRzmPz-P>9oHF?I9
z|2{a|9VT(od7sE1W`(IsUlH4OHba;uMgnX?lR`i~YCsSEsxaT^Sz0#k*|r8;m}T)Y
z3sO{Hm|AkN6znoWJ_wo{1GSVCf#$eS8UJ%N?`5T{GH9q9e{Z2mW(sXE#;ykEmuf&D
zsga4LAH@MXHUVr(qM^4OCfOao-TZA%jqVEovwK<a=6pdgeCau(nBdJwVV*mDC19VF
zr{$BD4p*d!TfRHE<OiI3U+^H`9nG#gMFh8`ed4?=XhQse8J3s+?KbM~1y#isXDqVS
zR2KjHWo!FZ?hb91%Qk!<!cX0RKNS=g&UsSaUxbNdCSl^vcA{%-S31P)0Ru(X8#)+}
zUOz(dvNDdW_s(lYwZcJVm{Mfob6og34t^oO58m|aoBsx+e;&sPaynpR_y2whu<ZRS
zFAc2(jFWFPaAkIujX;tSSz0%{*oI;NxhezL4K*#N+qiRq87~{7^Z2V#QqQd`Vdw9u
zg}%xvf>^~xRtWv<YCf1LCM{)1^6ZN-(PZ2CKQ=b<%jQ?5NlWA&4xIZPOpZRO1le#+
z$<TU6@oFk$&n%4govJ<>kyRDMqf&t|4(iVI;=-)&(fxrbNm_)P3Nz*2Q8_Ha@sBUH
zRYgiQ=i)O3i!yGQfNU|y_A|h}w#F?@IohFo!jPCP1GYRFJNZAiPlE&qd<vr9_g~pY
zCJH%gN2z^YMmZ3*s1~!k^BwpStbmK6ven{PP6@t#QN_*9Q11r4FKD?q=ZlPNaf5aU
zKCu67w_x1bscvo47sYi&mtmz>N|RTjtwBaO8ex%fBeXIy!>|}6S+iC-e{4A<=t-+&
zt)BjG@AJrv@YpyjXg~N&ZP9%fKq^uOtB<P9Rtx%DU>fh|Sg|`e3jZ;<UmIGnH?jQ9
zB6HpRD@4NZY6ELHQb*&T@e+c)h^}<$rIk;VHGqY?%+HY`Th`}>F=#4?z{W9C{rVUn
z>BWnQ{-jK&mOlyo&r5oL4YtTB`o`aDw33;Ud42-4VJGSv39j(1=GyB<NO^knLOor>
z8mg~GK647<!*Zk1f#3xsIVFPaXVhz%+x&G;8ICLmWCB|aYy<}U)AxfQ{IwC{PA7wE
z?*l*BIu)C|SSeM{vUpU2I{Eu`Ab+VC*YES8XlGzwd+~by-QO=T?hJuGFrG~ySS_^Y
z!_IpI!1~#=qR9w}hW_n3fMh9#wp$$i;PLQLX9sL>=XI)?z$gw9@P)G8nln0t*y6E^
zcu6F?j~f5HoDaCmdxKDOR>Ru1@DquF?e%kvUEWT&!tbbsEMGV-lV?ptK8jSPD*St5
zVNT&X3^`BngY$qqJ$5&cBHL7N4??S!5rStdKd6^a-9Guk1FYoL3mXwmv{kF2!&Cc^
zYt_`SXk`ibD<+SN43JINSv;yMg+T_`CSHoaZ}!)Z+$UGbN|pUA`1{P~zluwi6d?Nj
z@hKC5OB{@opv$J(fJ5Gk4Pq9Ng<5S}S(9L+FKEijCLM^7_xO<$1BwM-=w)%Qk9FZ3
z4~t!eTEe{RgC5`SZ$;v@@nZt^-s3CBmw)`ehPa3$tGzthS<KX?%M#0#IH`{J8ixUx
zQW*W70Z+a7_Q~Tl@7>}4{6Uge%+r4_k(C*<c&@TEL29Qxuo@EMZ#cN8I$BJ7aGps0
z`G%P>6mSet5NrKjXb?nt;n=SM+oaeJ)o$0h(m$$kX;?g&<#${hSe_KA5F>c7E<V>l
zTRGzX;|p8pGkqjkftVZSxe6j(g;O1m?YV(OWs@qbt@HPNE#t#|owE2NJ&QQ^vc|Z4
z$$iOUCrop21>jjySjE>0f!e{~(yi(#PDtRdLnT`XdY2mTJlD<B`MDaTGjWGjV>W%E
zdC8KNRZW<3h>TQpm8kt|^}-W4%g=q{%F{*5;&ezVe%^On7d{!`15klUyg}0VI-7h%
z?R0^*`nsk~0&!r5i*veF=NUfB);Tf0&@wp7-j*&W-`aLucRA=tjq1^B-8@Fl)%r-I
z#UfqkkYS=PGC?z@AlD`xZz+G)uHlE^?N5(C8b;@q>DOLt@_^INA2GdE;|m)X?vUF+
zq-u0h9&Xw&Go}V&$<Jt&)vassNThW1xCuxDiJ`fClW0Kz2?un<*lsq4PNR=1<8WxY
z2^MyNQJxgFzPAf~PZDR745jYIVWHCJ0IwaaNyOVU4*TsHjEc<V+3hIo+}Wwnb+)H>
z7r<ef7D-(N6B>V1s6l>R4%BIn;NMG*N7>U{m75$l)qyaFQy1~~qQE+1`@wtAD|`LZ
zuO*0SVfLyLU^pwFmSg<*6LVjGwFka6w{w}M5`9mVc3+Qgug~S6#8SfpMd!RQjf3c(
zRgbRQ)D?Zn#ZiL9?{$u(vIg9;F*Bl3OR&#}KIdl>aK}YmAkfzt=bY-A>%)&i=TEKc
zIt$ah4t-RwZ^&y}##ha@xenn@zU~f5kz~}fowW;9ZXlz%S2f+_Vk0Iuc{kKD>)aH*
zAUvrBWv>II_>*r$lul=2h0K(kVB^;yZeM4v#f_C{aJ4&5m9r2Tbji?F%)~at)9(+#
zT4M@Je%N(OYvFYHt!LH~!}@%iU)Cbirb<g=8VgB$v~rBYdR7a<%EMWSo}sXU>|1oW
z+7DTVz}JcQ(S6=2h;nw?sE}J<W%{+*jI8py<`pceKHmH@SUsaq$<hmc!uroc++g*h
z^UmgR#paK%2v3}6efha4sz+!5CI9#YN&t7|?BSx~bq<@l_u(%h`yxMRwn*v=5!n@;
ziVj0d<rem&EO5EXcK=9fI%@Xghr{#czO4a0LuKvS_k--GNA4!LiJ6^jeJ!W3p;X27
z2=9!@(xV&L6w^}Jr8S^Nc5;H2#@C>pFQ8yP2^7!}yQ{^sSlFeZI@-5mR6Zr=9Qo|x
z;fQW=Z7OLlDJ^st`c991`qbz2h-ss324+{<NpaT`n$IHl<hHI-C0e<aG!VRTQtG(-
z0|Z=WZSISwtbAx88g~4v1Sk%JqJ?(YEt2<Vp22hd$jWypz!i@2{cxG<bJFC>6qcX7
zdmF!zMTX}s7I{3k{GCk9toXABVs%87XE6?ED|g>~7ANj}JlNOq&P9T#cOq(&kLY{w
zls)l}Jc=QXzGb86Gq_|l=lSRgQ+xXS(P3xXcyP&Pp;WGd2ubQ2E@YOp4tT5R_#>5)
z37b<($63gT;>oa8X`a-tY&5W(^e#;~B;c<<hDExv2>i2~-W=cW(WsECl56PnCUY-7
z@a%>$%lr?%fBKjPn6?Q(LPStxdNgdie)_Y(#E_hWQlv_xC+X)IUP(q_+$ojNOyAX7
zeer18Y+^CvO58<qd47h~T=I%H*%g{PI$<4cMvC3T6m)bj@m8nwN@pr-nwfG)>5E~V
zcWlX}mh~+cCZcN@-gnDfFV;6CQNBjM|M&)W`gO0(2{>UC8)4L@x=sZgR6*}w591sS
zW*)jDkjy<l^7hen|DOC5cYJ<x>~?C>FUYA(kS%sCSoZyAQ$Ds&-N%J{nQum%Psy?T
z*e+)R3gUZ}sza@Rr9)Qoka;NDM0Nd)n3&7wye<m_(wKd6GNcoTku8eKWvbn@ywh|`
zR;96a&CXCbXH50AY|*?y&4XtQE?h?a@MY$F*iOeoWW}F%_l@Q2ZcRDr?A2Y$iXxkv
z*7~uh=4{RJW8U7^Ou>-<>71C}xoH<qvXM(JP>K5^89R)dkQe|P-g`xmv2dZ2$ax<?
zT)cUkSnNA7%Socv#FSn9Hd2-W6rX~xKCYqNCy5>T138(>LCCt10^)1VXBs_U(D`ee
z&fGmkugCp6&HWY*EArB?#N4kHsUUac3@HmkLJ2{;23PB76n}6iB|0_aML+6_)A~g@
zIoyj90}Z$aaJn6RdZhaL#xm;2<x@9RqNgt7k2@8Q`>sS{aMvD)MKO=!tq!P9M3pyV
z;e|&zpQ{vE?bfq74v3gSgAJs6%YmMIXC%zrh{(st)P;v&BBFOF)v0&q2+k{by-a!R
zh+oC6gL}@*T7BnS^*xp$tK4SckVleDe=RYZv#`XxMLu)>Tw>BvWR*4Jz$r-Q_SI`p
zh`EIKDxgTyjwM*Lk1Tqs;!CxDi-7Ui`rV(26#?$@Q90u(Q&CsasVI*eaRA+LtD@fM
z+zs!vnSAN%%c^gYo`+r0D26tVxcK@=E6(=;Aa)q(EJvJK863EunqCceb5a;&zgc~E
zBUv#4m-)^S5L00t<d4yRihPX%%kO(gM*fv`dw21;jnfrmTyG7-@K$ZsphG_g4QXfd
za_R3xMjG24(*7P=-9@gS?<M{6kyg>GBE)>$O=uY<^LM4eQ{q)B&sRhlg3$pcVy-Wk
zI|Y=ZAd*3Peu9!2*NkRm`DTj`bA2PunFd2wrxTPp8RAR57w6JmPoB{OqrBH_Mq{bP
zdAIQSE4~Bs<Rp^f+JfUPu<!~`kIeWwZg-}ra}k|VbTd<=FsH`evwB?U234UZ&4J%p
zTz*3*a6nT)nb^Mh^_%}3i#|7{tE^vQT*ZDSH0D7^<f!GY<&HZm{9ruy*sia}r%e~%
z7NqmUbe_4FMW-xl9-AW%pBYni#;fPlDOY?aXJ$OH+7<D7?Djw`y0hX@Gd1K(_$GDL
zrKl#8+8h|GL25Wrrbdd5pNanvtny-O;E;~-C0XP<&Exp(UUC+I4oOk2cY~x$$m5ub
zLBh}>)Ph!`(>kdA#IUAl<D#w$!h6!)IERw#Zmr*E&_`&AmTZ*TbnC)L(q?2~U`rIy
z;pc1>=5v-0cAQbAkI%<WH3inoBsEsTBe&a{iM$!lB>YN#+W_MACR+j4e$~hE%k%(|
z+{C%S|8B~+fM_)a2r3*rNL^&yBILnfEu=nM!I-@c(pz^xqz=e<;V~i!Bh^=mQEwE~
z35w|4jbUnu*SNYql}M_Lq^-7}skM9oe`F<9JD`~eABH-m8mWIfY4hZ)(jWaU#9vDL
zL-swF#c&^uypNA(u}UY9Y1Fo03G4e)<AB7As#R~_)3~iqEg!Si@juhTlZi$TejK;T
zQ$yCy(cmL~tMm7or31v@`$R1rGc?@Z&Hi#O5*IvhlFqjBl~$}Z%=Isr4D}f8&uWbV
zsG|5o_;yA&0y6Nx6hSS*(}M*<#Ra(EVk?2N5GxM%u=e$=@oEe|(-_t<Mlx_UuIwEC
z=*eY;`Qy5uk*Q=^ykao9fLu3>+m(qN1aE5-*fXOrC0U^na@wzZa_4OU)-i!as3dob
zI5jPoxrL*_{?i%bGswRpCj5!i0M$$4i$dg*(kWsY`q6o4^}adk&Ck~b7K7n$((}J@
zI^WN2UaP=eeprD(0C3Vqia!lQFAgqwI3jpb&^2<CWO%QYhvZ0hT_a0t5bSGpG`>BP
z5e)1`vua3)n*1$)F4}(rW+eq&ydJjGDNgtxZjQj1t_<+vuWrIHNzasGdigQ)RaQeg
zI(Z$sC(jFThU}cKg#EKya4sWk;4hS<S1#hn9RT?=`H^j;)A$Q|p>vjSikd)4ey<Or
zL<i%09Mw=wNj9JREuv%3msevC#h)YSgI)dUdwnqV@O5urgMEQDvQMuDih_$s&<NtO
z!1i|c3e%2C#Ae2=S#ybheiV7j-=0E**Bj*JLV}AiK0#BgloSCP@_ba`?1$89SS6v8
z;WcgkbOjKa9s#95m|li_dO7Le>RT66362UcODljM*zM)t1gA)F>FP3ZEWe3NF94O;
zx4U3r2bG&fUlf^*Jy=U#&dYS?fg;zF0GhgHTcMuYp@>L#Zeoa#G{xRr51aTXGPAEn
z$1FNTeCaXE$`@r1LBv1pGGAAIS^6K?A2A;6)VFbq7k*ZXI9Sg~kpslIg@o9(M<1=|
z1hcAfMspkn9@Kpt3IB<Ifs;|*mDgzr|I{@yN61M>7oloXM&}#AioM57h%Q(FB;bp}
zBw$7sgk$<*?-jKW_!&W&*9@d!erwG&$sgoXL-#ve@8#)59*J=Pj*^S6rtZB&TOic2
zj<(=arn?WPMgLyX=H!4D^Vpq9^Mj8tZ<xK9H|wMh1ok!xDvo=?&aZ~PIeoW2y7|t>
z0a)p;vCx2knLjDkCHPeeN_$cm#}T4O_t!H$kK^le!w~r!=+UzM1smnjMTlU5`9H#t
z)1>-A-AP*BqVb?{MMr=M{PVhXQ>C(<d0{0U#X5?+*W<abwN)!p{%Z36IbgG}|AnoY
zOG65S#VCRtmeYjTnLz6P5q}93RIgPwq3SwkVh!cTap(*>UUQ;(`1!@hS3l3EwoF{I
zW&GGL(r<unEb9CnN%R>3nH~lHiSnq>?z;EBTMpC|LT*skDG#q5f>8r8P$(CtxSTG+
zg^6Ips5cE!1oH{>SW8&W4s_>^a+yuJH&j0qfG+v{3|~rXL0vG{&~Kf9yzHykPOa{T
zyTbrsjgod;G^s$y9?JlC2|;v7N~br`M#aR~U7QRv4XRqNI>y9J>yL<p>4iA<=FOxS
zU{H@%-@$^7XGxBs1)lO%aaxaMA0}T=xutgVmc2oywG)RLIOsTmVxT&5cyIEd)J6Nn
zcZMc~HF0Fd2OkjSxZ8H4(W&6M2joMku>Se?V9P2mP3E>r_D@+z!COHfE%_w@9Krw)
z|47CrxE;CO6gjk(lm%{~NoZlcIxsvqpXZZ550*k$fr*+oL<VfHNQYIWJ}v5-4wc+2
zYF+O;lg8)HP&*A5Ao3GEtE7x{j=XpQsHa>KbqG*YGkma7zz;ouHO7MuseN?>-PTR&
zYZ7w>`xaJZ=W^3DQU{soy%}Xs-J*FKJxg*)a2M0?(8|0SD=C4renP&3zlG>tf5pDu
zgkx$3v8<;wF7A%hfuC!C|4=udxl_IvpQjZ04b0Njvd++hw?kqsTyTu^cMM;d*oTNp
zgD+47Cu=ems!8GoT|Y2QGfVY!jqZk{uv^=ZjOGo&z6+dL?;IZh{aAT82TVrz)NKAk
zFuib#V=7Y=>?N?V5U6Te5F3WQJ=~hUCKVy$w!b$erJS%7Zi8bwhv3Tjv~z{gNbkuB
zc){xIEY;-X4VDQngbA6TSM!=YGDp80u0SisOBoQ(FWQe*{M}s@NWnZ`@cC;kwohI|
zUp@EgJkMszm5MCi{iN*-hwQq8wt|gK(jd>E7w`K42s+gKF{F1{&eO4An{1O2(XyG)
z)rCD*4PP!(h#>n2ts!zULT#J;0Ahzi0729ZmQ@UcI%AiJuvug#Y0H-%jg!|(9DEHe
z58eqY@6J{o)^yJRM~HKe0>+2hmK^M=+X5c@j-HhBXSBO63ces;H`jo_Z2e@T0`M9P
zmMC&i{J>`<%nmT~+O`U3BYhjQw18lcTe}H{-*uXY?@p4rwYm<e+w{EQTxvat>+=&>
z##cQ6%Nd)Emxi0J&|<1Vg7&A)p`#jWiJsHz)%FeuydK2H<<sEA3xd8USupJauN-IZ
zIMir!NmUfSVFO4W;aI*J{gDah(w1xB(sB3EyOCCJHl{XJ*p8lOz7q&tgX0@sMSrDu
z&&VG8VgIUN9}-~9x7g!1^|L{!OVj>X^QtMjE?@kF*;D8r;dG@vuD+8PjS$+i!Gbgy
z8Oc_m7NZ5dc-^akMSHnD;wPGE`li5P0lflVJ|3@r%z8sgU9km0t4E{McC`9CXev^N
z64O0I`WN%>Yxv(1Ce)BUPeY>`bt34^ipPo)uk}t>rbkFXAR3!zk;8?N_ISr<gioH3
z7JgBVbVws`I<a@Gw|p<|@Wtv|>eAi)SGNmmSX}tmMY|wxG;9Jk)HR)4sr&0z>j5v&
z<*cXLO$&#3PwKT4Oad0q8}Fs^NzCY(=oYH}+lfb0w_zkb-&X!rjA{L>YPl`($%vTa
zL%Zy8!6LW1&03;#`uz9f$!_&^lW^^~Gp*%CyE{uoN;op|2QSu09j;1ky3|YSS9Hsc
z#eL97o=(^4W1I@-t_?UD+2Fa68=GjiBNY=py`a~}M<T}+Pix3|2#25=2h%L|0m&d_
zHP6`3k@OWfy{C6_{|_$26yqwj1IZp`^RtMV!HvHx>f9>eSgTdB(`DPpQ{ZdfNu<Ej
zRTPU=eOfj_y*RIlA&Bx!BzVO?UK2W@gMQGEfW=AXHv^_nv#LYWbwDI@wVY%GsL}O`
zO^ispF(n<V6xdKd6gS}~xYCu8(&tcMv3oIb$d~sl@wm#PrN-9X??2|3Y_r>^8I~tG
zlJCxj?Y2aP2HH66gZa?)n0qU&Yj;UgN|+2K54Y;1Wb8euUR0aFF`enEpK!cu>i$O?
z&*4zHp8I)LZWj1YoRRt#(gRO|C6CRL4!2uZR9nH;r|!!$Y8!=8EWOh!9-pg(QaFeA
z7aeg<d36yiv6sHHJMrOw!>A(DdGVOtP|p~x*<pEUY;#OScsXCJ1#?Dht3iu}1d-G5
zXu4drMWlv>l+4|)$AWkvGYu}NmfAb{bc(}p(D(MwgAmfApP5qJ%@NOZ-wBGIpNMbV
z7(Q7wmy1-Q?X^hj;(K*@nT9??pw~H89lQ@|&5iGLr-QGjrsc>ttPVVA@|SsfCa=Sd
zpKj%b@1tVKGiBCJ5g^KBry7Q#m({T-9MPk?)lY91R;wsDeV7(_J&C&)d$=7d{a&^A
zT440U^1W81U3q?q&}1wA*iFF=wPbNK;@hYE6sy(AcLLiSd?_2{ls^ef9t8@u#y2^0
z#mVf`d)oHJz{bH@<$1upz&5}pbJ|2k3hBh>yp5iVhP>;`a@5r06cPo$5gf|u6LNe3
z=cgc1weHm@K@XC#BZWq%pR)U`I)^30X&o&+tGx4U%qE%qce9P9-x>I7H9ir`4GVpu
z;zu_VApWDCN-cQdMK2k}vt|1xiAN?OyI;!QrVrHY>Dw-8gF{1f#x5K{#U}52hhiva
z?E!L6F8XZTT6$6cl1uS90apLy`GxW`rIeD?Z^NA%`0dW{Q+~HAns{Tem8N!#Vl&X}
zN$2BR3BvCCb4JRWfoRLTF3o#Nr|8Nc{!-ypH&GbA$-;ELa-}O{__`Y5@O~$`TS)eL
zg&e`<DCb~k>lwY{_eENngv#{-`jJ`YO^$2Bhx@}f>RAR()!7C*7hEsZ^L;RWG9boP
zV(8JwD>F<Rs4Sef{GgJ4CBvK(ZZZBzJa~X;@>N2hHaKs}tl>6Ax{g1#7k_qka$OgY
z0HjwC;UThmD(U3mp_DIvGg`F$)bq--F|<GtDj2%B9P<jlZUb647rRI?<Dl-j={C(p
z@FYszept>qcVUb^QPMZ-+0ZSCmdMuOCt`9=GRq4f-x)o*<aCX~+nMhuS9_+1K+BVc
zN=Doln(}T;Gr3bu;jd++gpw_l+HuaW-&@-hZ_HCmkStP_>b@B}JngEM${Wmc!?SYt
z#_(syHND{-&7BgT3fV0=q2W6Rr#ef7C)#VcNg{@-{`CS_*ITQYz>-@RT`80Ml$bdo
znZ-1$zjJa@Fr97jM*-zNo@eSy5{b38^HVnVhi##&d`h0NyoT$_i>{5HH5v;+9zS@P
zZ;>`#e{^MwbbVB>;Rs*(vGv6&GR<~{-z_I7%&0NNEsoYd_Z239nG7$IiiG`y;l+3f
zcPre}Q{P4MuRU&H4||v86@2ZA$3!s5sAkEPIG!HGL#aMyUj!Nf%L(nL=ABBrly}k4
zWmKLDIP*@uFHI+xP-gtWkf@D{05q<=b7rX|OrEmGC+>fbQkOlyObfM(-Z!2T=R2GU
zLf4?+E<<XYr|jnvmzC2fzw;8_oYDSvc{-P!`5k|9SI-mg8|05NJ}yBQ@~Qa%S3KMG
zs*Co|Z{MDH30QgA;}{m%H97A1_ZnBPpue%5z~S1x`YK)fUSh~oQBqa%<8NfwIyvL3
z1oE=O9i}K{N6$REn@G|*W3c3+MSi?cma6@!xiokDOO>lWj^tD83ie2IgVl}eZAU!Y
z?FY5=W>l);9N*b@Ka!rFaWSQoZDwh4d@X}ZL2}{5-q&pLGu!(}w)_l=F`fr(zTB1s
zdDLYxcI&iX7$n%{o7|tp-y)ZN?oIX_I?$%YyjCxUVrJaR1|1!q`jtIo94O3GC6lj6
z!1_3yPQs{M-(^0)9giv2(tOcEJH^3O$kurV+;dVoa$9U<+(Ib16I655sHQ@1)=hZ3
zv}z0)Mqf+txENz=4n%sB&ra4w4pagii{J?T-nXo|?pij7gi-0GckFjqHwI_}Cc>gV
z%w6AVgOV}-F^gldr|*lgvav$;oT-|p?44Aq{5L8R%tMB98)`p<us0-5Jw>-EFGqGZ
zxoX>gU?HTLaUany9TvAK-7QrQM&w~LWII^{`RpX`TxC6vDhx^NoK{OOfAK?ZVJt$Q
zs9cp>{;h`?-;y>}s#s~N8kNj5(Kwd%5TCAPQ8R<$W8$&t!AK(RO_q;vS3WQ;DTxtt
zFY&mu>=U+<5iOZ1z1SINU07vsSN^e{y2`ph>cr$MY|iGcO;z<2+)Xd+2jK7#&UUh|
z7&MGBjg7=MWV{glTy;d2@#@Qrs^R0u7;U8|E?up7(*fv5<i?lN0t6gihM5LRM2B_1
zrE4Cx&2R618%AF)@6Y1&|MV_qdnt^aJ;`Oo%1o-<Uu?y4rFo3uRmCl5J+ARRt1rVL
z?gTYMgzNbvKZ`6Vcpx>#ksk^E9DDVS^xVXkU*}K-zT1-PutM$J!9}BzXz<u=xgp2+
z9CCo9LP*IeNpWK>`AvtIh;Pt&g#|wLm9Eh@daNd9LiTj%&bAqO8P->^9OF7a(Weq2
z$mHda{rl<0;!`_FD(z}ntK#>H;f$No;~VqOoUZTlFRwBrT&kwOjjNFEI~wDT;A`Fv
zL1e@Nbhqoji~2Hpn9lPhTVC}&J%hju<PyO_=2c73?#YpMJ9D9b@gsU~YK-a7>4Vl9
zNt3K>%-nRv!CVC=s@;`$A=H_9F=T4yyT@0_$&}Mwrsxhuk;MH5^#8}$d&g7x{_*3H
zWM+mUTV%^TR`y7C*;`0f$U2#kk-hgUQD)iMqY^SQL&tWkIygr5_qz4gr@oKx<MI3b
zd&+&?_cdPEYdoLN7n^+Fi@U*^aY40&@%AY%31*(7E&a<9)4bGpLtPN|FPi|8=qs#y
zw<-0YcblZ8P<<;-sgGY_-wVCCy<hCY*>(lfMr~V9aPZX<Zrloq?E1nW3m-WKC;a-W
zn*<X;b?_lcBM<w*{Z=+g0r;y;$pvwI_l4b?==;8ErONO*>Zz0!T}dJMqwCVIjVL6p
z4f;l6i4n~3A{#&Bo)@&zFPEKP+yxEy;yi8;&r!4NlOeV<(tL=}$KW~Erh8qw>>qF*
z4FN|~r>hp*YG6=QLfBr4`6a=IM8Qf^NzKl}D$~2czPP57BNUGd!uwdQFB{MRhjyrf
zo%++d4x_}?>$0y@;_tfTa*pv8&`#aW62vZ!@zkO64_MMtDYtv2UOE~rIEdWck$62^
zdAvllDHXqoZr!C6@-mq)811zha25HH4!~F<3n;s~zE|pUyj`z3$2NrVW=-_ZbsyZ@
zB}x!>J#O0B%@D?SrwK3L2GAH0LaLecw2MmRrW9+xK0=zwi9WxAkr*UvqYrPu?@}x@
zGZ>cmjwt@gmMWR`<BEhBA4bPQk%5#V8T};P%yXQ+vB+gmP$B@#*Grl~$}_Alev#v#
zl?sL0ZhX`nwWYlwbLSlonj|*K*!>$Zq0SAt`{Woh<dU)i*7@a+QkfX~SMnc-l+?U-
z^g86He^z!Mk;ulYv%}PJm4T>El7SdEQ~r5yA-Q!-xejL)>8Dtnio{h=ouPgfNF*up
z3}@au=o2H2B{>Y9!FY9Q&`Cxwc8s=hRV!3N1};y+n;@J1R=o*(HE7_C2^*`tGt0t&
z3g5yZStIsWIE-0Ofa=xFwk#6S$a34DrRN{(Dv4bZ>P~Q^m8e(VGOS$*>wg7v03oog
z;MGxWHIe=YQkMoo4Pm!N7Y+f=%3HEn5z*t?Rt4i>&{j@$ZE~#G&9rnq*rZ8#G)=p^
z1NP-^Z1qAy-@PLm!NKb?lk$PKcy6hE7ya6JH@RbR_zpl8qr#;O?Yq#BYV)SS&%`FH
zJfjvHsFmVe@==aN%y?(9i9Z99q5SKJc{wF*EnkF}>5G~>Y4w~}leF1xw>j@5ZEmcM
zu00u>fT4E`(6-J_%HEVNQ@nt6bywk6PsW=%fr+LibNy86M7OU1ewL;_AqZo@S6=Y-
z&Y`Ben88cTKksXmQ#Lw^Cfnrcqf=p%A~nCFyk%3R#qZ<N=v!PP*_?_}E)m^U^oyC2
zkTF;!f7ViYyU<2!yC!}LwlIfAfj#GO%TF7Y<dNO%gmcY6EoeKkO&2d)|JZuo=gq;z
zu5{SREZBH{01kX(lGm?~L^Q#PpW#7~Hce0L@gmbpH=23!JYk>Csr?ln!x>?73onm<
z&?TK%NnISj(NX=WSSb?(FYeGZ8mC&m;Wsp>zlQ_+Hr+9KuLt?jNR_H#^U!{v{iT+P
zB);n#bG?WxYh_|~>i1m-!v;Lmvvv+;_kvq#m@KMtGhr?7T5(%%I4Sb#Pj(!-GIvZa
zxy6s5y#}Ly5xK_3zU#bDMzz8(=agO!kU05Xb1B^g8C^dVT5_Vi0&HH8Hy%=a>+v>!
zxrA}=^~I0xmn347mh@v*)UUxLYjV>F^H>!W7F{B;XqGd2+AAD0MtSg`4Fs}(agFa&
zrETxdM<Zb^Ujy!)Z0%$;?0s=kQ<PILPjFS!qL52(MA2xM`7{n=v}Sp2ZPxcM8QHJ?
z@Wzqs380V=A){N&l1Y#Yl_zI4A5&;}n2_f6>gu)Z8V1_<cd?SmJhr`!tvOv4MrwO7
z9wc9eeOgGU*9<Q?^1xWK6fQxh?p1*@--ab^d2H8ft$Ghtl>K-y#mK<urk$s5MUR0V
z+g<>QP7%bhB>eAis$U|hL+4UW<0K=R1mPbqESesHM2*4n=$o={ce0Jj)YnS-`lhNB
zrs7xj3GVx~WF%KULxv0`qipyy-b}Qi;3xp5&kPbr?6D{hBTeIuCE>KeRF?$49DSBz
zz}6hP-Q&@nL(;VBJ(oIF$>}~KYF*g%>);t|C-2jO#=X|n+rNQDP*7G$50bwW4L5X7
z?T#O5%Y)}gY(@;G=na9@>L4k_HVy&?#wQ{l`k%k1i7ug{c*Cfn8T!kg(jX(8y(1=p
zA=tXub1FX&zE@x$in1E*vR2S{ZC+P0-|~c6&E3rqD>iBvTh$kk(F--lAM~=&tEWX4
zHC;z&hw?ddSKsG67|cE<pQZ7Th`LcD7CeT}cc^34I#$h$YbkIeIKXILfG@(*OwOk<
zNGiOLyj}779M#8L5oMlhR^|cdIS2oZ3elM`eGWl%M#iHyTxB+<PchK}qP-+3a*uoK
zUhX!giuU)45E*V3zZs5l(dS26`gMqOq)@%$yrKy>)${YxfgYL}73{b#J<kc<{vxg&
z8Pzwjp2V^tzH9T`l^}l*(isl-%uOge&%d82LTMH1O85#HDjC@HLX*9j=Sx#aWUsKs
z1VxR{`Fq(q5<I(feazTb59e8LT^V|KQ{-6yjL*m}=a&74pwKomB2tt0o~n)Do+>jO
z{;(X6{tRD5QzD<-j5)%<WNg#=*}lJdWJIc#stZGAb<`OTO1+}Wd*5IiHgZtZj4C1Z
zCi+z$WkVmlsz&S8c#WTYVlUml^}2WZ|8=0r*KXpvLXOV0JLjC(WoXQYS|={Gi)I;p
zk0WNU;LFfRfti~{yTbCbBM!N#`*7((^>&kL8d!=ezuvZ`6R&`yDLx|$FYzUorJ}vF
zGJt9BrD0rk@;fj@2rhUs6T7fGq24<4`A%PvuN9KfvPLx;jLr|8y2+R?#%%z=L!9hN
zfV%N9fJD9`wyzrZ0d4J>bIE3&=C6IfSJY)iQB{rXPo^|_ByDydu0{pJtr|(Ek^tFw
zDK>dI#kOb?$+tcHWuNx$!zYm<&E~&)Y$W4(Mwy%zVXgQiJX|}GXjBk@nu+2XrGAS;
z>{_q1NG|ZkNnF+3evyiH#-V-c`OHjDfpg)QF(__bY3)mW)X`N5ZF?u7nG!N&axqnX
z1y1-mmDz7Hk5`HcF60V%oz#U`NmIA;-^eDCrbID-6hBCp5<$qt@sDO<@UR2*%*{IB
zlB{Mr(RWi8_?*|z))5n)Jpl!bSYFUP&%c1$XIUetZf>F%O^)nX8wep};gMOeF0)>V
zZA`=^x#Jg5DAR=^UEMP*7xB6I2{}~QXPSZfEVXlS%lxItu2t6oSa>b9<)`_6>k$VZ
zczk2UgKzD9R==*k@^$fpiE+lU<Soj*)IyJq2GicX32q|N{mta&3>nK2F?Y5ub)btp
zq&^+y_;&?O3IZIY2CqVnuV~7-Ed68?xb0?eYf3~eRK_yxh%X`|F>A2#71h!&pYzDl
zW_2ov2>Nsl*XgD>nhMtkq`6*}=Xr9>T#5PM|4t(TIoO(xA4|yhLZ@q{mX|Gw?7*_~
z1YEK4i}x+55$-|mv%cn7z2+xxqPemQ;MdgY8oHHmOmH|0GF)zx;_?xbR>z_lM&^Ue
z>blsAn4NgLh$(S6Zp(B?nYFM1M$TB*<io})v1>FZUbA7WUmtooipX(&1rm;NF30A*
z;$J~MAbkZ6Dp2|GHBh~r2{%2om{nQgZwoQ!Ec=AriZRE#OVG}S2nbSKpk3H%CGzF{
zV%OPu2ucwg86X;*0qQtvwAw+AMW=qRC*z}8pFq8fCo0@^%we8;8DAznc1nhu5Gzo<
z{<?XU0dI*Lcj>^yp68BokW=85z6(#UH+#|I<afcK=)KZ(FIzm>y2<^8%^Po{ZBdl0
zS~>F_4)mQxV*ANkq-`HSf0_(&X|Lc~NtCP5$_PB9Xf;%r88_M}$Z@={UREZCsfRrb
zi7TC+5cv~!*M_}#KcoqhN#KYt7wH+C?nP9j7Vk@{6M1(B>kDnc!tssKvO|QG6Jm4H
zrm9xpp{cKptD5oVq#LZDc#zc9e^&4`0c{g#L)iD8Q-;v}$#VDx+id2v7fZsr1}kEC
z(nf<)oOqdus_+p2W9hs}ZpI~_hn-7bj(0WHI+6gl4RXKHN1YwCeciJ0lQNZ)>F=P<
zB!2S^-Te5oiEjGL(9-w5Da2u8zMomI^y19RGCA@2gGB9;<J{EK6h?OVCV#@JW-ofX
z8=bOA*wsg65(v==_F@<ePXKT;6`PQ6*UXD{ilHcm@(d3NE};ipm;)N8C|vpgZYJV(
z(aQr$Msjm-lE^jrEk=&K*tems1&=wymNqox=JptWgnwLNyxK*1BRV*r@#=T7Y^tm8
zLYXSVfpwZ#-UW3TP48tDQ}#S0V?6(5%?!3Y5}r&Z_{e4Z0&#fx<$=!1&bk*=$)%qq
z2Oj9joi`?F2hMP~LIWcli^6%xdjnL>ibJzx<;e^1RywL545=WaXXQwqePo1t+>I(R
z37cUWY;x{>dw1#qCzlS;!()tE`T5q4od3D(CD_YQ6L0ygV2-?84hgz}M+V<`g7;M%
zBHPqSWXmo)`*twmY1lsD|Iy3(eD*F0QdDL8`NubmSL?#dycakUZ?0T@_7zi2llRVn
z1Mt7)$#3Il8GCL_w(&eqmlx2X;KMSK6&g6FUuR0AYm$f5FEt=(Tz<~>@@}=Fd3~sb
zjn$Lw+fIGT<Z;j04)68qHaQBEQVz(zb?H*r&0KxtXHnSrxRgq$L<GqDe0|$EJY#2i
zU_c^a$1!T2Kj1nvvG+h*Z6GDB*2UCi|68B0j$AJP$sI3phvy;%y3b@YDBp!z*bXeE
zt~ftEIbph*6uv}g*y0HIF>0tSfC2ax$W*T|Q#k$Ysc@e*!GwOtdd7v(g}v~PM~qi<
z2hr`40~6Ju7Or1J6{7PQ;TQ5f5`A7!8j~R9*)7JZ7_SE4?<awJsPJ%D6Ej?sV&H(c
zv3_98xai7jPWWv8Dw+Tya`24Rr0$mQ2SL@u_sv6*qR!1XCLpfE!3!HVsM66CN~<bQ
zUZs5nMdUDhl;2C!E%w=i;rV8w2g|NQ<hbI&@(U3~ppIyI<=GcnE52eAx2lO94{~hM
z7b0d1RjH`kG)pl*O^XEBFA*yp>19wCO@F6;PA;K^-y|$fDLz+>eBXbvp7}Y<$<8-;
z?ACL6`7Np2>D1ewBlq80?;iq3&8TLj;nx27<LaEu!xCbNo8e1!x*Y+m7y5Mg!`xlH
z$$i=Dg=eu;ntss8`dvZtt4^u<R;*|AJE4UyHqX%)Fa|qv=l#03PWUpyNu9vbpu+FL
z;-MzNnzmoxlp3F?%zL5H0=jVYt5=fmzAn|u(0vr^l;q?Su-80(<r<B4?Sw7u2D5+Y
zq*zXGZJeh42U4pM*m9$tEy8c|_pdoBxYIs?As4gm1vz)L&t;;#Z8nJ+4z&xIB|SX-
zh_T;^&SVCL$dz;`ZLT?Y?5s>xMVZTqns9jX&AL^J+<1Q779lN@tndP1@x*>wIv9Dy
zgdW1J#9t)NJ-<2}9=qci*@7FL?ZR03tx)qtTrw#F*K;aS+pn_TyGdcy6CVNCTmj|Q
zUdQhg4)|^8Ui<)DmF!nYn$jRx2mbkJT!jVX&So)jDWSSz+vm95q&L8}pxEBO+M9&>
z_{=kWI@B7<-i^{IS*R;bnr})jQ}#hSEzZxSX-=<{T#=|o&bgXzql}_-754P$ndxYm
zG|zR_4}E#^<kiZxPKnuT?SmDEzB;IA4}J2ruM$BR<^hz#^6gHWSLa|eM&guv-r@(9
z=?5V-)P1Ur9>v~1V{c6_)u-18!imt5fvG%>2iO%+=e@YZ^EQma6?R&L`7gn7G^NxL
z8k*;>bgJ;|)NPdCKh{}1><COgE=X;%f6F7{f00`)doo$FxonCo?LG5R>jbDb&+mor
zQu*Neu=L%n2t&ryo!iS=fWcwz&LV<Oz8sG^IUgJx*Y0R!pI5hUI8=<HNo{z$T}-_q
zHoJYAwSqi&scuq{d#$BbsL0C@t&F!8i<k$;MoC1<MTU_C5e1t}InND$B_I$%<mk|7
zP=VF;^gAH=BG$~WRneKx5NqIQE2VV1w6!SzlFK?!Xj9)yX)5NwMQARFJE22SC34aH
zHtv_O7>KiB5ONM>w?#?-bXL9KiX=O@9AC^R+RksP_Mn-o)k-K!aF3{cXc;nJ=sJcX
zk{RIIT<<MI5(%ubrwF<@#~9w+L|K^*0@!o*V%)+(6JWyZY(Ltilf%UM6vU52JzRuE
zB6@8lXQhjuCjaHd05E64C8x4|1H;qm92FZTpPc$lIg5x6Z7d$lMP6Br(3v-1I}fS2
zZ}6Iq0YXDclG<hqHCw5y4?<j6HEZr+;VM7*=%-cO^W1qf2+eedYW=iTf<7{ZM!LuS
z(&rgR26V*nlzR9o0dR)3Ol8sFIm73#4M9C5_rY5PC!IsQ=X+_EW*O&1r{IoNM^(z(
z(I3eWe4?7w^<yzt!Dpj1iUG472va9uv#uW<14u+V_8bA%c0m2U#?IcC$~T9`jymO*
z2>wL|Yu^dbld-_d(sFFVnj0x8E9DP6u_#0d*f<be%v?OT<xAKaxgPf?PnkoAyJS8Z
zEc}HXO8ZmUV^Srr3x%Q`SQvPEqsee$DUkbk&a~P0JMSk5tC+Tl61t1M{{hD-4YF(i
zoVmf!pCY@up{`#zM?#O?Z9+(BiDVnbXEXf5Fc2@Co8A&5d8o@5Nvwr>{Za@@JZ0%I
z%__xaLz&`2DUpX)%k7?601T5RCWPLG5L@R_OnFBTOXb%`lEq{vsz5DwAc~S8Oy=k@
zz)|Ulo9jzL0$MsuN<EmjjFu4U@M2EK<CuJ3^2WF#cLi-Xy6C4uLOMrN%+PC^imd>l
zOlLp|LM89fi@7lhBqyPBX*aohvNS6w@LQV^C%$&W;pJU|XilN7?!h88HZAd_&Kb?|
z{{%V!<jBC6j<w);I%OJ+Er+I5FaWn1Pq5s|5VX@758TU3;lP(AbuD|#+o#8mh9z>(
zJOt>~dX6Wa3xlAGu27k~m0GAs%Cx5FSlH@KKh=7#Wdb4AGS+}&djE}#J?blFZBKQ-
zg341G)|1|5$BdeUJ&BFH2>`~5)B8k|`90>BiQjJhlqw@Jx@N{If|Vh+OzelDM1qfR
ziOn)V!L4fc@Q<#!hD?8&^pf2;TG6!i+oJau{@&-iQ&Gvw%E0(b5m00VL<&Ad9iNp*
zPmeVUi+l}kGf#W^Y5fEkGTeZB%w^lk`y68qpl}GNx_P;0?sa5%f_^p1_|2)h_RIOn
zj*DAAnNBm@q<WxH+D9mX-lj*|wF%CJ628T?yla@`=o$x5547dQHBsdpcD>E*GRw{8
z-v{t`<d6U>5Wr8)_u3~$L4ZQ?o%e$s_1v}jLe4QblK?Syqh|-e;*#^IrsX{VD&`qb
zj4Ec5(7A|PlpOnCeHXkuj&y5p0rU|7_ZS5s+K71{_N4GJEr4!HHfEm@o<a2O2T(hC
z+t$LgWPsr(F!~@~aata(B*c*6y#*A0l~d{gGKd{E<9mhbDUu|s$kP)k%>eqfd8L)b
z1u(*yw|$EsG66ANFCb*jOGM`=E8SY0f)A!61kBLhJ0|?QF)jUM^bLaMIzV53b{&{o
zAzn%@A3{uF#%q4{|J;uKL}0S_G4cw27t<t3A^OH(=>3QiPwDb$24?`*x)8zm60lfU
z`G};6)WwrPL70at=;q+L3B{$K5S}~d87}d|D;qxmB~j_)BZ67Zo_Ym+Fe1v5cC6Jb
z8Uh9p{-Os>r4|fppZ(CT0<;`PBfzcsd=OP<M<SQH>I(KP9)#k<V-f`<o*mm5!9*!K
zT;gj_HQocAITb`f&)gk7JDDX$3p&u{?e*01obC7j5o$rK-w1(JBV#5`uLiSqoN4)u
zPNrz)nM+Jum?lEw7Uf)hM>hdQP2l1Hz$=qMJW7|SkPG26z1XNGFBZtWM&g(qehdsh
z&V-nLco3<vOJA`NQjTFS$T{gfFW3o?RqX=)f!>jVBZX_ot`;&gwNgNI6E|}C%yQ#X
zdn|?^h(xu=0NF=NO++f_Zamg_;<*`f+*My7)y}Lg8uW0Vd7oNt1p>A<Y?nA~J9WD^
zwvHJ7NrG1rL6G4(-I2SeKdtw)mm8YA8%Xx<&4682@|-RKP`pGd@Gt_e)^qKkY+Xhh
zOhjh_`v|CXV9za4V~9_!cUsU6g4&cgS5Vo!u$PHVDU39i11i0D(c@zqmQTYXDFy4Y
zTzu*;2G$Ahl3@@@2NDMm6q|D!EaJ%3ri;2g+?27%GC;Oa_lV6^?aTN}n?YbANU-3m
z3n-~P19u>dILZe!?z#lRE<3yn-LC(FSLp%7j#_Ta<Tu$J8${pdz6Az0*mL$OSjtH>
zNGMT7ZOpew1$ri<SKK1HEk8x69uPeu6K{lYjSQ^*HT(z`&kt|uJNb4W^meaW^@(6z
z-B-bu<27SM7Tcg~Mu0Z}n|G+hJd*XdnE@J=cu=TS3kYNFfP<eAL?k!LRXxTC;azRN
z0Tlh$4AbC>pL9R7@?n_xl-vZK&(r{FZ4xl;5;K}FTq*xxl#KHw$XmXUiJ<-;T#~F3
zfS%*bJhA<K{bFKzdfj&--n92G?ac->X#pqoQbzQ4F@U*$rizqKdsdz?AL?t*)EACv
zdff(`3<ALb&K5{pB)0(~-z&$wXy)KqYj3cE4V(;2El3l>`U0uf4Xg+3U}UQZnt=Nt
zjjdeE)IpE$8Zgrsl%t|I2=U~(AT#Gm><A*GUX_W)=sV4o8OSJ&m7Yj%un55rYlG`>
z5hd9HYgniTM1e|sKz+EOEA^A|FiY;w=2FTz0UW?>I+ecP^oC5ibLTz2r9>txf6Fm8
zv1taJ^tXy=T#{-4tkT62AJGL!)Gn<fF(+5r99pU)1`OQ0Bq?GZj(8{GHinHCP$Ws5
zy(DTWk|h~BM$RAPu^HxDaTYLeaoo0aJ(<&)%SEt={ZL@5Gfy%sGE9F5pwfWyAn{}z
zuORtMz%YfV(+0#ldN{Gq&FtgO_2CVW;<R_Q@ykcCh3I_}f6OfY1jwBY&P#+Ovzj~(
zZHMpd6Pz+Ie%sng3~*G0YL#^~Pd{+n9}*+f;)}9j@`8QxjB=Jh7B>S;iNy7cx-hEi
z8@-lSgdL5n8uxco_$)E;6?R>k+VD7D?gee`^#Ho&2!lT*4(bR(lPRfv1HdRs;?YjD
z)=~Z1o<cXV*b?2lrEFKZ>W6((YZyJ%R!RD=+*<VFOPO0d;vYQ&%m-ZqJ;fmN86SGS
zU(a~o;CS>ncRsCE3>^lYPhU9z5vi5izL_Hr_7xXf@2gp~rQHJLb>$%|ghhw3FS3qz
zBSN<S3nmZ3l@q9wI`7vP4vvk{o^H9{Hn|j{Z3xzk2cM>`rMgL4)}#2E)>z^r(XcX`
z%1=wt&P6&FKXW)|8J0Gv8OjFQBt3WUArnY$cQFSzGW&nRMpOX8sv&a$fm6-OGZ#c(
zL*_Q;SH3>$k|2#fv55%1=$LGIm`jv&CBJe`JkE4o)b0@A0>|scyLM1F6mRYl^{EHh
zHoVbu@zfc?9RMU6ws6MnesPAw64|>?#aXYTX(a(vRXIa8$1?NTrZ|0oWaN_&k$P|<
zS#yPuIBt`sjlLm^zVLg0eH8`^ApPffO4R+vMwy+%rDwj+kYi%Pb$w_*GE{?H{(Bm!
z0z1AJjwdH5|Eb}>m_)-%GJbg85{P%b)^OtvVAG$ImB@l|_Jj}L>E%bPX;C0uLaPk6
zTlFR*sG>BoE&z^{$*620g?Tr#M*6v2l2i{0_2RY2dlbHUHmQKY9Zg2>$TT^e=0UL`
z7Cr;B@oVyUb;2a&mo5=-#XjNUwOC{!W@w4mwcMyq%!QZ+0!*0*StBm|5>KsJ!Bh!W
z!e{$_lg3cw@w>84x^xvFw2fVh914H`lyeD#z&6y+N<D8AuHTZ=pg(h-j|HFI%F;OV
z;Y$lFu^=%Dxrhdn%()wycC9VC#%fpa71|IkJLb8xoD17VI>u3~QZFu;7c@vbxe${)
zilI>yvB_B&2bi!2t?v<SZ-*y{Th<@4@l<t<slga^U_52XHE(-ma4H(^o^U5y8kN<U
zG51dFZ*p3_t<6d?GS0eSyUD4gi}a%Yw0Lmw2|!%-8(<M9t*^AXay;>1xNaqV1Br7R
zM{O9Bt|Yg)FSnqgGYUt&S>q?QUf+2=a3GGOHXLRR6?$t54^?NVTTyVBTQ2GaU1@T1
z%>WNlGTt}IZBx7@z=?lq^Dwh_%DZWIAz##+2U)1*%}OGSTV+Tg>#AfT_jPSq>1RgD
zFxC;*Z-?#oKF0$`8V^tRY&NNQF{$?6dFt};gx~zuuh-i>0W&pu7$!ArwJpceRdG(p
zED|+MW@+?MFa25nrl^&^I9Hi4dv}}tx6aJ&F4#l`l`ao5?K-sOzK}|_beUM<c!u6v
zU<s+=!Z+}eAiDn<lWM9|M{O(GDj*gEM?Z)YKUTlE2bRZzk7>Mf`+oXAcLC`VC0N{}
zrvvfORSUgve>K*+j?{E_p2-d~Q<=$F!TX4*jKKV)i-w4#nhJFa+@jHdUyx)(SS-X>
z81(%XUNnACYSiltnhY<_d6<+XRy3~7Xm+QUgTJ)Wj6(mHpkT$=e}bJlA8?(3_p^!P
z{GMT(?;dqrGuN=yArv~cL4y5IxWSw<u)BCHR+j9#zr6NEw->l8b9(;}L7DqqfOlu`
zGf9u(?Bu;qYXMU2w6E@@lB$7DlBJ7gbEi(zv>z^{=CKC+c3VdgncM$3iSz+c%#Yr*
z=ZS4LjkBFSX*{uoOkJD=h|c$y4%Z-l&q*KFJ4G53&(m2y{RKK2Ij(?J@Ak8?%IfT=
zN(RV$H`wavgSl)u2RRH<wOJ5T>d$H7k^@YFXO6-5&b;fKdfW!kyTBX>dBMlrb}h|T
zp%>qR)PK&0{KKs8e+#}^bZ2Co_s_dVo<q1X%UV=VWL7jmgJ4JbKmFeFcDv`V5lJ7g
zfF&+@EL<FZcBG9}!Alf5HAg~3dyV)OEtMmb-$Z76>2=yuU4cJ)fe#vSQD>a^&xn~V
z08WM({B2mru;hEX#nI_3=Var6uvVR3BJykmXncbVP^<`_qAz0o?>I>90+yj8;71dF
z6Pb|Us>wfnOO0r$<LgW2y3sKUf4}t-0eI_7XF7*JtgUNO=URLBRz;^3#<8IHIRbu6
zDV;f-{p{sV3!l7T2`HLiI;#K8dcaRe*T;BwVg$Np9zeoJ{0WnPK{Oz?H+awyD)*0C
zPmV0`Dcm|EE3ZIrv>)37w3YTZ?6dyWIeKspnpe0@aq`($8$%i!tB!SqP%gZmBS754
zc&Bo8`<%!B)*pJ{cpOA3LI`o3*$F9Dh`!NL|1cf;1kNkq6IkYu1AkA)1L&Ooa49G*
zI2-JmDo`}JU=EyUbI_#t+IKbT-}CIl1in|;<mcJLp{*C-4z8uqQjcEv8Qid66AQ4m
zFF(%%0~gjmv^*Uc1`TYpbmh!eL9g9^3G9LK8E$>WvuPI1Iyb|s3^wawNp-;K1VMXR
zy>=4X_0VXi%k7{7esplkgtUuJe}b-Hb43Ht)l}@YezpAR|4oVk`;`=P>(SY>q5oNl
z3!S1mO&#sCCG5TKAM$<dtz|n%J&M-nR;!)<!~Xx@Vd=-NT&jrwS?B<rx&B+=d-g+K
z*qj|e$nHrM0XZYPZL#}DXP*vOKH$=GPIq_-O`jzA=T-ijMF0Cd@Hd8F(d@b>tbsDd
z?+v~r0Bu=!MTcnUZ;m1V<`#{_pHl}-jzK0^`l2a@)jwxK7jWWMpHJ8`ogVwt7NDQ~
zm9IU72!(!2``>f_8}<K+qredV@Wk~nF(C$lC>&@Ss63(|O8m1F|L=i6k+D5z>;dxq
zcT#wB=O!MW|9zC5uuMQm%L@Y5oDk!w+Pa#v1%;k69tmE*{yX35Z>}wvgij=%p!aGU
z5Gc94Ci=5?oE}<96}4#~MS}-)N!H@BJNeJd$?wnMf{ahTQ*`2)i;+W(1JuVk1YH3I
z1{J(Gu5h{;md;~{uYr|1*JFG(ztBANzk;^o)<=DZvn?YUat=KjOAz)AwmXyr4YkAr
zmf=YLEBfzobE<%`uG%?z>wdOJA7fx(i8Zi-;AHSZNmbbC&;68uJ`dcopWO`q(TUIg
z_dli`n%RI}Mt`#c4`Z9}+J;bqCZ`#)fu_t7(Bl7R@W6Vfg9)>nqO<$6-jvXKKTWqM
zgT9LMI@szTu#o0w!$7b6fFHcSgL`{%>DiMqA-jV9`I-yLqV}6&nE;_Va-q8BUZmGw
zV}W-XVdiZREV3&3^Q)8%DTH=x2kWDabEnOW8*l(IS{*^kbh!t6;<x40W5k4yagj(8
z{Z+w>k(z*rrs;-O@@KOTG#;To_Yf_IT~!}+vu)Q>;YyUN|5jmhs)EM2_ygRs<{*wQ
zUR!;B`s$DAFtF-Dj>W^Y-2n)D{cl>{M}TQb{{ATaY#+7sla2u>EF8z3%0e0Nf(am6
z5*43?oF@?ZITf;_1*Fp4lH%V&b|9VxVGvIcNZL4cu9{!?>(O8q0$8SL+|PH9R-73-
zdPvR(U^02_$I5A~_7pYAX8@C1mDU4lFbW}z5%+&H_>FH*gLF2L<;RHSuOk!oXIl(<
z{9`DK@w0BU`gaxs3`0R*KKq;_7{s#0=Bg=kKee;>@3#9)vYjsecj;*`8~7j#@FVKu
z`0an5#0Q?l-Lxlkmg@<~Wmt!>8qb=F-L^p&kq{t!f6E@ECaQ!Ce`{(PD}W8q?O6Ne
zuS30L09mLfs}8kiGb<|(E;<iF2yyJ?)vyYYGSenF6Ha&QPbM>^o}cx|YQ6uADzs(A
za0yVo))No^ydCdjEU>W2X_Tg5hqZ$gBNZsi*QZTz{r3>Yb<lRRpiY%A?3?lK_tP8o
zKjZY66+>d}J-X?C4-1ZIxy?~R4)l5(ln8<DMb$beLb}Jg{3f@7v57Cmzcd@o+?~?-
zvrb@|DWPe8KUICE@)tnCpdk_c9qhHskavgJAE~KUA}oQ}qEIRVqs=@H9AW;UdmH<I
zA0ps>0h>*2){<rN=YxkB%fZ)NSS;#(&4$;wdXwN3P(!MOwN;Lm{_i_ZZ3b{uz#+|g
z;-GT2`5!P~_E?4}B@YJSlC^<kZH8ake=q%%)?E_o?~#{i!Mc2REpvE%wk}+9W<U`S
zlKW5*G=L_y`Q)HE1T1uo24TtXlL9_Od<`eH0fg@aZuc6R&i?fD!MrWN=3!Hn7o1(C
zQkdH~ywTTeLDm<a?pMpjl^@o><ITr60w6kF1W1DuPzx2S;Ew%&?O~=Carc+eK5Lec
z5FnS1Skdofv#jbg@W%;?01sS4w|(`m1p*TkC}pOXA+~UGUHwWBKKwr(E^t0W&Sn3)
zfKTz#3UIXrN57faQCkgn0|l;Xr7H(R?0r`AUpPTmQh58(7-Fq$d*uf{S#>NjzpNP+
zbvHA)yKB{}*+qX_G>h!p6Gr4({HUu5H%A#6ccjneyV_>lFQ4Cj;f&m|GBl+u)t3xj
z&*4m1*mf}~YS8%>O2YJYW8P~<ys<=^4vG{4a<4z?;rkQ>;7d#(i*s4l_;MM~ADeu-
zaX16CGuf=nFrJ($ACfL<VB#2qzPv=x6&juKPS?~&FmYS3?~@A+k_Wl4tuV3ayB0`1
zY>LZJ$eC1bqC)eU+a`Nci>oW4=517{mT}StrY<zx6zy$KQP~OmG<)1@1j|Z5!&j@S
zwS!Z352j8e*XmJC%i>iXjRsb08Qq`JUv)R$Hr!g>PEufeu+2A&$u;46rO(R5>AI7G
zz@oU<t<quBu!DH{Mv$1fUcO!rmq@;c96mrlneU9X{k-b)8FV~MjN(GlK!i5Y^p>@6
z72D;jYlil#e_KNh;DzW)&-~tHmDCs!C!o=Zive_lbctHw*m@amJ5?{RICVFFw!?KE
zUhuh$O&r2IqD#HxdS!uX_H)Hdwp$zXO%GMjo3{G^>5w2eCw&)m<m+zM?^B_uAOErU
zAbFn_l-(q-n%!S}aEy@6yc=JQ_hsa<U+sn?gz;ypHVv$36tnLl6q@7Y_u#PYRTY`L
zJ&b1hoiB<<P#~==lvoj&f0({~2x30JLCVDLx?m8aQh8zqbxc}>b73FLm_XutkQw{E
zhEy)#gvt8i7yrJ8nf+V$0Wzn!&aBhguq5Lh9Dnxe#5>~A2xsa*ccD8rbFRmkkt2J;
zZF&;29u*6rR%?a;K9b6;5q_?(@U<UKLgVZ{G9vH^1vV!A<}m3NTM?~DfAZAY0k~nX
zB2I?SUv|mvk}MYHrw@?E(QlFM>3(VgqFf$umD)BNz^sPD^QNaI{Y**(ao2mJ=x#L$
za@hRu20nd9U&#F~6Ol-THs=nrKZ7R-_au@47C(P#e&N~CrjuL^d=<w%lJuz#*9!-s
zO$!`aklDNWbMdB2m#c{o1#)}EDA4Ie{j?A;+le^zPZt8PWc7LE+Bp$cd|-o0lMSy{
zVH-jUmx&lx?Rkhsrmselp1<}>jkEc16Koe)-vZ1O@SoWav_7IXWv)ySfjoW~D7H;3
zJL>EHxd6Zn{}X-$N1V%@BJR!tinEo|uvSqouUvxI$amnYBRd2m(!Z^zM&`jxfo4@3
zC_oIh$8-rryl&)zXApjSG4~8Io&wA*{&-23b&cN6_^P}oQE%d$9Y%Ndo|k>&+T`a+
z3#s=f1~4sPFmE?t?d_~*<~f9VRY9_6fJ+QE=wYuFPBBo2VaDh{gX&Q)Yz>?A9r7PX
z1s@bi>~ho1?}4cWYQuaaOa$EkSXSRDDr1Pq8vTrZdQP{SJ`978nyJE>kD6r^=sEIw
zZO%WBjr(D5dGd}@#zgV)ApJMvzWfsCdgax_+T4Baq~UiRyOJKuI{MM3fy%ZNg?Q>u
zkoKhwG#Ntz+`r*Vc#vs6LcfKHwb%t@^F71S>G=)4les{IhtZ!+^(M15)9q7L*#Guy
zj1&^OQ!<{|s(|-oV3bPXmGK42^Q;TSx;!{8Ugp%RR2Y2hNo3ek9q-=d@|4Ye))68Y
zF;Mhx_g~7;vwBl{YJ;VONv5e&8XFE?eD~bl_+tGz(E8y5!MohUFxD)k^NxCbR#n(z
z>x~L6-QD2w9kTQRz_&{YiIiRYhSO_A3R#wBIQLr}0Y#8H1>aNW?`2oY$p=Ai)zFXf
zn;>_gK?YpKf-E>Y7sNL&tfKEpq*U0@WtFS3f6z`G^40;8Aq}p5CtWH&o^?b#LvUGN
zb#UtUAq~i7iuuqCih!ItEL0hRW4b?7voCJOAX~*jLrOi6saCL>CVFbRJx$w|xGAjQ
z#USTaVg+RdI4fI+e6ik{6@(Zcd>6C(pUx7Pu@AtG)rbs<D**qP8Z+X7q7hRMXwy>h
z)mxbA)~1XX#Zo73>OHkk8ytHprZFH|K?m5=<Lw$rk=9=1hwC%$WmZwYrw~x;6VK85
zedA~<BlsnD9UmSFKU8fu%iC;W7{Oie0{*5B_SJiRsz7h1`}zzwz9){9rvsQlmpZ>s
zTia@cJ;#TcqCkb0+{fIkbXxz+LpZfh0XmF1@^y(ngWW)MnRb00h_1ej(S{1{X3`N%
zSoeUU8cC`6E&+OhzBG~WF3zKG{`WGOTCSM9Tb`JWI<s+GOaX@;_<r?UEF@7C;`FZ@
zqHsE<)PMq_`uUWxYQXmHTHdP<S!F=X+=E#5yPY>I)r=_GU3JO{JMn0fL6@0D|BQ+F
zzu@5D(k_8wi0z+Yf^kx#Wb}uF5DGI1Qdux7Hv7Cvl}cr0q860INu2<^tT<mw`#kaJ
ztBNuF^Y>FTPT{7I@qK(XU~QlVl+1R<1!NpIJ?=#*NcC#b;<y3aK>m~`I#Kp9DJIR#
zCCxA^P}F-f5AJ?<vl%Cz!C4Ydz`Q4G{~$L0;>?Qwo-lVPTjA)@vwu713$EF`^rI*1
ztrrJ3f$H)F3Ifu395;~SFRF9_civ?t;@})m2@^m1C~}u}MzxUjucV;V6wdu<(S{YO
z^&vKrhhz-V%?mCjw0dqp=<B7l&O-A7&T?ps@Tu||&~awq0Wdcc(w79S`st#6l<i;s
zmc{~~c@gqKYx}CTFavM<KS~6>3H)k-Hkuab+zA@d$H>*~p^*jq#EZBn;RqorCIpa~
zC=ieC{8-ywXfLaEY2^pn;%qIIa;^se1^JiF!*H@#mrATWCVEjm-tcG57s_g9pOXtR
zgv>B+V)z{}ARNkDu_cl~n?ASgLkHdoP{*@F;Qy1312HEwTVA_E6v}4(IJ|lLpoIh;
zB%^I`yb<je1mW$jSepRh=DX4Nbo5zx6=}MG|DGPf2dSi*wT@K){ZIk}pT?L!S7}U3
z3mN@g7=A3tLzYF#MN}t^GX{gxVo&Na>NBJs^7#o*2;%-D%C_$c)DGlA-|okk16|C5
z3jxusrkNRA<*W1cc7N*)Gncakm~Y&Y`H=VFG#3AL3o|0_7<fM>`Vc?0W%Cf-SC9#m
z-YG#`kU?;RN;`#zg{LRi0*Y+^n97RN9K`KPY(^nSr6}>4Mh0_RE)&85)B%;LAg7=W
zQYp$47I>1WgFu1yr#Oe#BK`NOYZ^-uiynUe^Q6<u_m}}lPa2>2Z*h_?QDIVDbZpr8
z*h0e$i7eLwIR>p?j8|*N9~QB^zzHT<6fsZW$2aHr2b4nf0Q0aUjY)hGASG;xzk$X$
zSu&0{Dcm5Z9z@d0vDbjDITfJ2E7ZTef<p6)L^aphPJpg2<5LB@-hcMOX{u=zy003a
zSVTg|t`x(dI=Rw@&8|nl0J5CNas4>Mr-;)H$uC9fSa-Z@o18{am;FyznYo_^5>kKl
zfEXg}rbzn0uRaz6;p#f5n!nnM18@vv%R3O{<YU-;$#h%Vff_Eh0T4($qd_s)Z?d{1
zWq+Gh5J6D{Xp4z0otT+#iIP5G!VIEftn3BS^zkx!pmpi^3|aOsInVv&f_6>CYl$6V
z3f%k_dp5TY^v8Dq{#XBP=?X3X_#RL)QSh8PKu|(@JEt=4K(q&T2=*iaME%qQEkhuU
z-n3sNrM5YwOrPs|K{tl%pke(AYr>)YeQyNH8z~m1UUL5RE>u(K2w8u9bR}~SDDA3Z
z*8y{89jk&|g|ttJfYSCh<Ah=UG$57ZLBJx<gNdoEtcrl*QAi!V9LRd-!&pw1vyX4^
zmT5EwA%8pp?^SsM1bm5s{0L7FXstdn(Kyuw=`pR>_4#mrui)`nRylG<z*)QcaDC=x
z#j^>5fOZuB*Q0|j-6k#6%_9>@(7ATVsTnDO!VO|~L=JJbD;(Wv+;Q~-N(Fu8z%q<X
zShaN9NepiPG&P+Ni8)d%ffI=oV>Gl#y}R1-@X3lOmJSe~+42zuIGA=KAgA*PKn^a*
zi8CsCuV`oAMt}GDVP~qM$p~ppKk6V+3<5eWJnJ5^9M>1in3!K#7;_-5t^RGK0s_E&
zD9mdlQG{ji{2WubA3A+12%`7lI)$oGz2;Ro0en&%NMaq5hK}d6gc1V){cof)+?>cB
znBv@Zqkws48X%Q4Pn8zr!i5``Rc9cDku*!J5rD6;@C1gq9ViXXb$I5Cw=`NgCPQmu
zd)JHUZGQ7=e|o3;ceha%jM@=5&{uey{5_uJqqd@oX3|+S$gN~H$QSh~XM(BuxejUz
zx15U*2=-=(!U<_7KLYwR1va)hE8BD@8+0=@%|{NTX`mf5>JiZ69-9BS4K&uLSOd<-
zUNTRsdrI6V;+sPzgFVx?p0f0#ZZ-Nn=Q4T^=)%0Ri8&BXK`{q%L5&O6yUczLxT}4+
zX+P9AWOr+qvWz;5b)?&tH;boKcQv)t<0Q?&vh+Y|hpuYHcyV+BUTW!dAXx9C+$S7U
zoaPXCK*$*Yg<AIDWZC9i_2c-G0psVTp9UKjPH<R9a;60UWu^8fl4DSih?~g4TE%&k
zdC^Nq7L>QV_wP0OD`!-Rk1Gzk-F`+tgkUaod!34yuwbK(_n<U?>u|OC*lzRPs*FJR
z_jw}k>GPilFP4c$6ax8s`!S$+)efxZ@gpDua#1`%324M=i2#|c_|XXq)8er605fu>
za1i8Kzjh#wYVZ{t<+>Csu==Q(#_aMz3Rd(Gee1-v<sfGJ_>NKX-PLgwuBy8tz!Jxe
z-t{x7Xzr6&G7!hY7WIJuZ+ZMCxcVLUn=%ZR<FgO%LmF>dwMILi&d1o$G9jf{vrvbQ
zgj-c2CvlS5J()pB1xa0lD?xsqi|8kUILXxgDgxc*nzyveo=!qNa)iTLws2t^;&aZT
zRIf+)jZw#fgCAYKUwn5`cn@XmmAE>##uvF`w<tEW<XKI~T!bk7v6IWxBIX8U(O3d5
z@dz#2e;mw^<^-G|_=;lcEyqGKw{#Kb+5bm6LTUP>m^{!^lZOS^Gfs>)6H-QJ(6<I7
zupQE^hdMa0$YOo0KBiE@t`;nDb&rUIXgHWJs;)dUzLxg@v?-VYGFH~?pW34Y^or|t
z%wCbHi7<Hi3vN2<0XqS|b|va<gFP=QS}1~6LX_8_X`pbc^*xWu*Q|ijIRMazYXC~D
z?b||QW`Sw<K2G2|O+IXAFuwp0MSE$Vwmi&BZTzxp2KJKX_j>x=dZ~>InrjFz6dgOB
zM|Q8dn5<s?vc+E&1t~d4OJ+DR&zMjX$`ra~vD_%~$bQrP#LlwhJ<<IWP2*;3s-ZWQ
z{GSBJ3sO-UFXqtI0rwNj%n{>Q>r|hfWIRIlEZ<23KqtIaRr2S#x8>*|J&xd&O_Tqr
zH$vGhDoo5kyP0cGvEj<NkEt=*kPSZ^oK%99+AyKG;CrxH%eV?qKYQ_RHB6c+0I2bt
z@N)uRSYjn$TDn$x(ZLX$c5S^cK&eW1r*(A$pzz%B27-4<5ne%TJz@RH8I%B>8T|GK
zn0D2+y9idKy-iaY4JncN2GH_SN#DQ|2Ub&CPiefxD+TquBf|+8=-s&1eW0sz+jYZd
zyU0}4%|a~87UG_@D5dp<cuWBqk;`g83C(>umiJ~wNk%ES${vmA+dKo!g6N-JX7RRi
z6X}6-;#h8{_IY2g%C?01N02Wj5+{3pAjTsu(;Np|e*r%4hM-)0$eghZF6OI}CwqOm
zDHdkey+=S*N$Z!Q0s`$gQ-XJ@SH@dF{d71)aw~T|%A<iPlj3JkG_wHv?v~#%(ytAY
z+v%7Ey7(?v8?(!%)_hp7SkP;rTL+nKliZ@3eFE{^de)pT)3jwo2erVHYmA(xz*O9z
zp_dUr*g?uSW{%k_9T~|+>2jf;Xt*Pg5y-T<bE(v!Q$u8Y={AX8HN3tq&0d#QzK?o0
zTI<grxgzNL9!u)-_t_w7L__#d_($C4Bky9X4!wmfT8uoz)tM3c2>GlMqh4`^pcocG
zQT6fM-dmA+&Zf9d@YV~IK~6rahRcn$AfWlmFYDLFf0u{vgzOVv_97^^$2SNqGrda*
z-^DXe-fQfWJYYuM!7>w%@9uNqCn#FgSTzP6Jyr+#L*G*Kn8;8%ft=&=er4e5I_C+*
zrvu_iWpR%pM+N%$Q5=ZnlO3m%B!ZpcQOip;rpKGfVck&22?SwjyLbGSdg!g7bYDPK
z(wf>i)tFhk?#*dIkGg`gHq|N-TAYJ~#|5Gvx_w8xZzA@I#(SRf2H4CM+&WqoaMIbM
zX)F<jW3LR8NWZMHxkALWA2T_+X~O4cUon+y<P?Pz_vTq=1Zy*OEhW1~RM2AB^hk1w
z9TD9Ov;dV87WaZKOx?$pUytDAPF~shRgc1|1~MUA#q`rN`b_{19TLv{o{iUO)r?g<
zV8i|&g(E3UV>x=bB2c3YxWqsl86Z!-^c-qV3pq9+m2ceA_&}c)Mqk?JY;6L@uOATK
z`6S0z7}};s64|!wAz+}}OY*Fc5iWGuCc{~QB=Sg};BD$oSexQF5)>PFW)C^!$zMEw
zaF+*?S*px*MUu;R+@(NTDa#Lt7|F@HL4SPpqV_ic@;8w~wJ`QJ>dKvWC5e2uoWj<-
zFi1Y20rbbuC3RVJzMT!EJ2YeO-VReZVGJfwv2xC;dOB4_`r|qFM%ODg-^-d2oOvnt
zI%0A^K=Afn5{X&%gRPH@czDYx4=PJ&+HVWQ6o7^tP`4DXDr?%v-DPpmzmhF4S&xKp
zHWA$>_FPY1AnVml5rx>QP{up0&br2K_edmspR;8#SAU{$y+abYB~MQOwJOh3U(P(w
zWeo_KY5?BRQIx{bZ6A1jnNbKb5^n$Q^Y!IpMd{j5ObwC?VO?HtbV0<SEqC7X;V8K4
zb^#L$i(4egHLlQ({My$&pmR0Fc(o!NxV0twcb7fLxd$thjq}Qr!L*h<b=RhNHd$%9
zrFOgdM!3Ss(<dEpa_(@%Pdg{hS}EV3=n7?hKZ(JNqEux3(L)wQ_k($^+GfpKwps5d
z%c;3XnpmnKTOaB1vg8FOS*<lE%Z!3uUHe{W3=MgW-ME@G=*7+&#?kn8R#L%P^xCHb
z;)_`1&T4~OV!d{0Kh5{N7q)AfwoBx<mbmkl4CKmwGU7$alh1zTKJ48Nd+JQ`A+9nK
z8M_;56Fo%GUTHaeYxszu&vWY>M_y;fPkG<nyaz@dy!rCv)mpuhlXOjq71m$a^HQ>W
z=|H!X3rAP2hQp9qHtBP}XxAGTGCQY&**5cKMUWt?kg?N^3~keX$b)iKtID#iwleW*
zUJ+V!*@U|}RiFIPz-b(Xf;jD4iYIDx#yrDsJYLx3m|T1EgtgW;0#9S!L-M(8nBc+}
z-;lB7rnCdPiw)$O#U<XBu6|<#96QU=zS;X70d&jhl0bKtF_={yCEQ2uM+d2sE>|_r
z(`?t4gGNDEv;NO4@)LE~^Fqg)S${6ri_?iy9)7p{JE8+Qm*AEgxprv}Wm)<!VDXZo
zvk&aYemuQSWI*=9M%w~^YALLL%dNsJgg9AytC%CN=FYKx!>TcgJ+HuE!DGw&_NdGq
zMxU)0bgIEyRMr*mh=P5pnZCxoGYiqAV)zL)SGnnrJP#m1O^+`{bT1?jZtByw(BG!6
z2uSeZ+tN<DAl5}pOhS^TIuOrYb%lhUm7tAkr~9d~6Q_t!Z)Wm}HbqHZvMxrAHCY?=
zb~Np!<(Q>doraA_r#nb_C1&%=g72XOR9@!YPdB1Amjn}bWc}wowv6sH?;#;6Pb;eD
zuFuUywV$9-VB-lfDn_?<`9z_6^3jaNBP!09Du#rDsxx>owH4(OIj0$4Y6R0y7<RdZ
zAxsjDNeo12-wLo2oFp(jMB4)~@5mddA5A+SpQ3fcv5xlc2p@Pay6YfAX)DFTtL+tQ
z^EvU|8~LWGur5Tk=45Mct+5fyx;$JIAAYJ{QM_q}p@)>qmd>Q&)!^8m{ZuC~_$0Mv
z@U)n?XVbb3yLg@w$a^Mtxi-gTFIZFQsEwIj7$C>EhLM1EtJL@?!^T;F$ni7E+4p4C
z7;_*B{b8>Z4_hFn78ROllq~r);UIo%?&L(4u3Y4)@g7aph~2P6b4BDn(XmcW@4#TK
zi$Rv)I3=>MIN@H|-RAHw;^(VY#wIFyT1Zz&8z(sKnfXhreen*V>S#Ond`TjcNF`8#
zcq)(5j@>T!p5OKXfW~S+)ZRk8845vB{)ouRd~L5>cUNugb~ABKwA6I;%)-Hf_m`}o
z-FW2F<{$sW=rK~G#3CPJQa1c#uH!z&!)WUz5#qXvBz*R*PgoG1a<`W%GCpzJS{LV2
z64^{Gjx3d;dI6&h2kC8BAf3D{Y(AKx!g-Zkd#QS9n>d9dqVAgu;~Fgk&bNY$yo<{8
zm1gAWT6#?lk&kSGlp_@8jS^hi6iJi9*CPiiUVf@Z_{y~w)flr+;Nnv@7HTb38!3%x
z$fz#3x4$64Us3n$0$r8b!%PL(3N$<*5nj9>df%(PGvP4vPbq`3<QGDSpOuo!#Fg8;
zq><b_dFyd~9ZtA=a-tB#jPsN}=q@9>1?~;f8zfxPocHVuhen#Y3oBWw9uLS_z9xP1
z=Do&1VTpzEnpRqlQU}FlW_eOOQbt@{<gM(z?SrjJ*1pEwNhIQ6(#ETARWKC>82Ou7
zFl1dS%Db72qTI3(-aP-*tQ8`MJP=iTwfofi{v9IxZN8yfj->Y%e@$-xm>6xd@Dup{
z+LgE>s%SAhx?<MFoMb$_ge>@$X<l6ueNTxiB4htGj1z5eQ~O4R#}_xmtH-cj&IfxR
zg+eZDi}X=n)lFsX>0&h2Rq0*kL~GkG46330y@_9rUr)EU@Y&z`{5>gE4EDWGwB{la
zEsd%$c7T$&hrojy3WN4H>)4a4GE!jM>N+~dnJVd8Bi=*?b#=P}_v|AcmaZ1xm7uPi
z&%2@eg}<@v=b;Zy+nW^iWjNjZ{VvT?zF<D>V88pfHKsID&4)aHdCY)Iy9`~4*pn%J
zi%R2<vsLXYf?ooSuph|iqLTeM@DiueY!O+HuMzs(x=*WL{M4UqH?-Gu7!}<#s&AYG
zo3`?zuIRB!4M~7$e3AAswbHqZdN}UowOskw$mSO|gR_AC%Chtl<pJ`#p+qBt4%f!_
z(Tu^vg!pAW58y(FUzmxoje4U>=)<#ZVl^{sMJAN(pU#;4ZB0wmM=?-JB2AOWs&VK7
z29DG@Ok)3YSoG&Ga4NY1-g7iMOi(-wIfs>|EQK#&peF&M&N=<N2BGa$1Q?kd1s|+o
zTzLYYo@I`2ICC8z<Yo4T;)$VNjJ6r~D~0VoeicKZ!P2iHmdG%3uPHu94JmIsAoAmG
zmQhoTJSHa0NwJ~xm%1f>{;~zs8^-fB`rxaYl_v}lyszi!=cbeKQ3m<OR#U%?Hq&_2
zh*H4Xf}|;DrMS{8$(^)%IYTrP_L4vLaj7vyGPfdfPSDDz@o;N$qw+D^ObA6=;}2i;
zK3h$_Uf4ln5<w&4v1wz|{>Q4<u9FiJajv4>heLbLE4t&W88AK~Yo!-vtrM^MkyULU
zseVn4xV8>GAeXW;S>>!Udn3SV|KK)^z1!GTPx(Qi^EN+UW6xtMflq5dN%&pPTj~p!
zY^B{qO+~Y^nDnV$WjnC_M8+-m+^EaRB$ahg>zwtTd^fL(+;B3K&G@=!$b`_FKsVD#
z^YdmUFEvZxeNaKmBejG+SY@6^eB^Z1_u3Zz0%bh=BnYmyZE(JQT;I^}*g%xq{GAc6
zVVYVLx>8LBAum~!^y_C4o<mm5v>Ni&im;R#a%GzU$$+i>GPUWler?Coy@GF8k3Z&P
zjgwLcKaR4g;9%GAKORYVq~l6-@t<WLx`ct{Ud2DMRjGgjsg-LUD1{q+HTimJ->kPl
z0Y3HqJHg_t#f6!k)WXDm(yF=<Bi?JZTFzhRUAaO49=}u|>g%02A>(o7!kkLbxv{br
z^8lOLp19(|py~3OCWjJk>m8fSEl$cvu7p?J>+ZMt%Oyvt@NwPeEBkpOnKtS`9f2zY
zWzov~z~_Ut8qp%m(u507c)rrV;Dev-ymDcjyhyBR7Eg=Swb4W5YW+xFB}H0(0Bf$<
zxbpcsr73UKk_U%8E$7CEU_ZBO<}-S4-m2;^-R1bvuAflnq49Ln%yB4Pm(@NZpwB_#
zWgRC*W7AC96qMqi(f)3C8`gy?g%vaF;l83PY1);cmVIeV(X*`Z!?9`<Su;ANw{%Et
zF{XFL_XKode2%|{*PiM^(Nki;OJ?6%2@*-X_FW!a#xeNVt8)px69yZvs*Tag2C<}*
z3-zNWPq=QqMy$T-!Emxnsw;NMXSk8;Cc?yDeGjdogEi^p<(o;jZ<LT^+k|#f_l4)K
zLQ867`v3t_FPf|Be%cQz!mviZz8S2k&#xt4IdA(7=K=pPC<Rh;VS=pXRG7im_#>@{
ztO3S`zUsHXo2~@@KDYlJ;bYKrSIim{>ka7RCmpy3Qks$YiQ|`xpTW5dg87?tZZ7LQ
z`|ec5{R~}yC(V8QEnTnan;P2GwYXO@6s&`mUn3eow3?^P>8F4{?}%^#S<4Clu}Hb|
zq;62=6~zu{qM@q(JhxJ%O<!UM<bVxCc(_^h9{*rZZN4MsRInJ4VR!i@<xMNNwwi-W
zfxK2#E6NM*lZ(0o^?F&kKY%uIwB&4qsnpr9a1P28Q_SYiEVfk}1v4@>;Y_A{oV-A3
zM10^2GLjtzMk<U`Mi#QFG0UB=BJ5<X@=;-7>HM4mBR7qayN!*suexnNgB`$buFA)0
z;G$-enmu!;noT^urKPd*&HdwY&_8#;+rfbTC&2i5SQ317HN@YUB3QKjKa724T$I}v
zu5t!tL=;g60YQ+I2I&T+Q;?LD974Jq0Rsu8V+d)a88~z)Al)^TfOJVq>D@2J(f_?4
z?l*tq@XmgBti9H=)_R`z6|oQA-Ls$2QEA&Wy=Gz@>D4^jhlva)Y7kSHcc9M2T`-Zj
z)RyY}_Rcmv?t3vuLYaPvb4Y<49rmPm@>p)BBv)6zo*eq;2Q15E3f}CPkRg#EG5&n~
zh~76Q!DTUiX{st_MC|*uF{kecDF$IdU3Od#(EVoe1laSiDd?<=y|<Cbkao8Qy0eI`
z2f@eMUo+TAj!3sQ%K`uM+prFPPLM4&Gw&}T!F@DSwc)t9uNnWYakQui?=Zfx<t=r&
zi=e+eC3%WF&wKU@t&P0s2l}*DP=2i#iCwDn1isp567?uc<E8Ik8>21Z3|1BUE%LbY
zzK`J!i#-h>j<9Y*ZF>XebUEUi1oKiZ&W&)|`)7NBQ~Strlk*^91lgd3RR$pLP6!KM
zkkgV5dJwd$r5$bZO72nXL4^q!eP{PA6}q$S039bLB;AMfJ3!Hu36Ln3=7>)(aW`_>
z1krRhS<oyE(-n9&I_qEXw7HHi2O2Ux8K_TM0>if}IeO6|xlK;Nb%+b4<;x1L4pH%K
z5hOe|`qyO4Z6BWWR44<Won@v5lF7&{rS=U+xHR267*Esh(D;-DDWx)3zI?shcRL25
zbPGtYW!>3-r*}esftti{THNC7KG1~-if)Q~AEDIHBEEptTAhy0qN0nm?~i#L<y4Db
za5p&3kqzYgT#i6W`(vy{Jm_eVlf@O%nU!yZRWvsbj?JeeN_Ug$5Zc8FYkjN*VhHwt
ztoKQ*PJe=9zs-|3%yr%YZ4M1KS}V<^jeU(7VjWuMA?*Tb3Frr(f9%W2DGk?2;cwp-
z$LJe^x#V6EbJEYhu@P<T&$WMaS^BP=A>DM5zsP!V;X_^1x!Ko|k;9aEs=PIneRL6s
z>_fGW6@}U~=DP_TV-ERgu%bR<f}p_3^TLmSzrjus({%FXnJ^mY4&BdVgs-59#Nu+l
zO}Y{>OKl&lEU?HNNs|!mka2#d`ZPRhW|wns`<`Jw+nX@}m>OnH`Gd+g2CoA2rkEk6
z!Xfh!&p|@SWq)shiI(pE6<plXi8>Op<<aAfXWt}xXd)gxsh}=XU$B))mBLs;F#pOs
z=3yag=hJ-+3EB1Y+X4xY`T0=X;0X`gs40pQlQ#e2`4rgjp=X4qv6ahf8;LF=*DSP$
z8q@B?F!#ec%{Xs@K-q9v&z;V@np2yB<yj}?&G5yej5=Q+rGDkRNq;jQ{M{~h=)517
z@WJ?#YIIb$Z=g>5-Sqo^`YaD&zJ;G&0z+u-FQSnk<>x~I$52SK21Wa0Pg5}}QB8NG
zQJDo$8&G6RNO2Uzi;hG<T#C{f8nS+_%~UuGZ}jKs;bLh<pd?LNBP-;(e*lIm;UvQU
z)>9+U8mQ1XBTIm|ypk3WFd8Gw7`V{K$!tKu38%Sb$SeAk9FFmn?x}uZjLnoyWu`!5
z(7+A%%g`|4xk{_9s3E1$cyMo1%kg|?G8Lm3wLuXNoWJR+U;!^a$Co!Cy+{LZEaMY_
z8jv;AHIn5Tv5*8XO=;HbXxOwK0phyhBzaHJwxktakWLYk<ApmmS32UT4W@<5WXC~&
zags|7*#9&JwgPZdVNT%h<{l2zd4G3Mo_E1#rt&=6llLoR4@t*d_ow2WHxR8+c=Yr|
zFBPLg%hm?Sjeh+GOK~B9rAo8TM(?bS-nAS2dS3q34MHHhIVI!@Br9fJmbHXpL}mSa
zIFV-BPkm@Z;<qfGAm#kXvlK9(I(}uX08_w*t3}cZkRq}q+{RBDnPe9ltEq7O4c$3H
zIlud9R{PCi=Y9MrV+9X7Y6WT27&<GE2@mPE&<zy-!t?Kk`v-nR1w7W(A~jc=x@;q_
zbiI`IL#Q$G#{|jwDbXP&PCd4rZ=auu#xvL2KhFNP@(3S>^;#YO91U@I^Nr8ZL@*&~
zo@Y$L6%BTNVHEJj=OgDzDHHBQyPK92_8sLf>{KONN5!0{a3X*`VJLlnl_PXFq1Mqr
z<zB)&hy<oujd$67#09@ymCQ5VkDQ77JEWLKh4U?(@nTI^U?aIh+peCcZGr1mbj};{
zYK2;WJ~nSeuVaS?y?)S>8+4+kh5v>|v|gn!PQR8XipXC?x~EXCk>(kd*>f5L`+KNk
zg9c$ZMyH~>p&H4qU+=?1b2zy~+L6?c7p#YB+-BYyBlFL7ti28bfE`jizk-{YHYNsd
zr@{`kQ=E&6cv;=|R;lWOXU0bOQ>NsC<7-t#AF;zTp3m;f)p^=!dOvG43E)ZcWM1T!
zMA~WAm4ah+Ii6>xdb2F;eX=9r*nl>35&k#L7b5sMw1-v~<NtZ1uS(v#5$V<6NaVOl
zk~TGGXM5-_Wlw2IP8Utnd+E<ZC6demlPFaYoEC=h;D{tQ<17wF1G0|G0{EO_X)nm-
z&!eoV^O%v=0pd)!Sg*_ZYns0pE$5?`9ri-e7r8KIsb&(=aluV|NDHZLIgEXu+ec^i
zB3k)7$Z?KLGGrWt$`{>4ZeF(o65s|L&UdUB2j3mM(aS_1Hez{nUDQpnyO1vJet+Ss
zf572K1&rN6J{uxY&nhfXzewTaA(7~(p{&+w2U22pS7B?ZR}M_!;qs15ocRa4f#MF~
zFIaXT#QpPlawxyZmMKbHwiCJ8$}YSzdjo+<H3^wyKo!w3@g`AzlQX<1kW|~^_Whv*
z1&I5OO-UYe0#5xbJR181^Sa3gu?(FvX>1Wg60LPz%7I%(1|v$Eq9RrX|J>tXpvU9f
zy_cJYms@fSrLNs>MGwW-7Kxf&ud@nZm$@oa_qxyT=3NuHfp2dr9(v;9@*=-Tzn7iO
zD*N31OsxA_cvSk@Zsfa-BaqP{7^Ayeu-jR2n7F@l%+_6(Ul6?8X*@T~Ejq=HJjk&+
zNQmF!Pdi9v4-#xCp{_kTq-obK<>)Z>Qk^o5wZ$XJc)M58VR*P<XJ7s`X23kFXlV2q
zAEAowM&6B;lm3e5#b&JF%Fl9){r;~!FYETkEA;A)XM^Z}Q6KOgIq&InU{%EtS@2!(
z4TPIDDBw!7Ke)l+CpUkBwn@XLXCk&}&@*k=SsCv3Q;Wi0OQXRxCw_9)nF0ijB0w0u
zyk23R6c^q%R&1rY90k{lbr^W;Sxc@*!)WZKBvv-hqbC(zpPy197q4=@TaEVYi6C`K
zs+@b<u^DE`nl<)8q-!7g6F=(N*EX2Zkn((DDZI6YD-}5#0PE)aM*+(z_Fm*L4F|V%
zr5$oE{B22?apI%KaTzn~gRoTUU%@Nn1ZTNmrK;zBW$uB7C5~fea8HcK6?Jesb7G2b
z-xz~NR^0W?2W7#y8E!M4OpE7ATsA!@nO=TeSuINxeUyFEnXyG;`|@cle2wbULbY^!
zHUYL1Uy!nbX$dJ%5__PcV9H^B^(A7r6lW6nLIdN)F12MiQYuPf{P4Ln@k~6W1_3no
z-FF#xi5;048Y?3g{L!}^Gm^V>BBPD}akXOa*R&^alBv>(Z}lTucG=5>**8!*h+1GX
z3@drvArM-&Hura&<K{x+{0_>&d*#WW!K)ggkvqW862sE!h}=U}BSa_KInojk$wta@
zCLTtU5BS?AEMCi)4B4E{hY}f#N(#sHq886p#yIi_-p@doe6Ue7dak$rRbCHGxQ%W+
zq+ZbrOGH$aX5WvaCz#<JW?W5^4ws|h-i@a{+W=J34W>KVUS4}*a$lwlLGuN$LEP_@
zLwYP*)4-eGYi1$37K1W~AC*_Wywla`*JhdSzq-ZVPk(p%<;p}<xX9fE-uP{TzSb4%
zb`SgP>-`5<c#!sQ>Oq&y<P+a2s=qg&s@$3I7*&CC2RtllTJlc*HLsyqk}WN>UcaDf
zxrmBKAiMY$k;t+6*^wr`+TY`XW0z8q>7om%|LNO?p?oX=5j`ot6UTv!V_#XnrW4b_
zqqpojLEROL`xnpqW)Os_#mp<SEhKW4=G%R&({I4)cMU-byYE@rZ;;dusKMvZqq4dr
zb!9+dHeuMcq4X1#50qtF1A-&@0qcE|e_6**-Z1=;lTd6nu**2%9-!PT1J#cdHto7;
zU(j^ZS<48LbIg?tCF^CV1tC>4N7G!X8Ku0?&C{KA8m);e!KHwy(JZbG+haGlV;@Pj
zoXhLn=P-DVX`es=xg8~TaJ)@>QlSOk-7jW*a106?xRID?2&Fmwd&s}{jl1nrpPvyJ
z-zAp(3U1~r#$QlcAHJux+Iu@pY|fUpUy_}Au*Q9V5n`VRk0$TF*EGkVDf{6_7U%a<
zWJE<w*Q8ghfTl1Ps664D9<Q)Bj1!ws*L6O0XQ*jy<JNVhW4Hir?nF~sMiG6We#T|i
zlWcb3A(q@9uLFjoqyi>oaKNTt6Xzk%S@<edxhxCf&iZg|VZ>x>9&>y38<;bYF*N9s
z9f{sBeyK9wsnzGN6+oGJ@aqIWJbU&8kJ^d{KC^WKif@dOfKzEB9=$N$x+Us%@1a{s
zL<@D+y&DT3US2M!Jv2W89F6)wF!ii=C?fPV?WryLY1NdnVG;#e*-V)e_&y?QS2Tb$
zgeByB)TT_b=vMQrf7@%Kg>MPui{}8zFus2^B8M<4u@DbAM+?<7s#@;u^)0OkySn)}
z3$B5i>%X_EFM=`|!0y0-PVfeqqP(zZpRN<Y6r!E!g-VK^ET^){hZySrEo$ZFyQ2+Q
z4ORr&#aFICd@y->bzV3tT9?_V@BLwUlXKzZg$ygxDYjsoY%nU3F~HK3YQ5^p<R<-m
z0at6Ohp-M5C%=A#)1SW$@};>7MHpA+X`SJG9s86SWI+?N4#Q44$M>H3cTeBo{@58J
zo%lWHC{fez>X@!&%*uo-DWtd)_AzM|r(L2vVM?*@?jw1Xc2EYCqlQQQ(}JZ4`tBH&
zJRtQqwx{p~NlGhquC)}3UrX|1uOgvQGFh7gFT3rPPuHW~So$r^1b;_B1=6u*zTZ@G
zEY68);RfjH`0eqx;z7$X(aJh}&lGVj2|l%6%k<#Ox0u*>_sZjNg&#jWcj>2T^X(%D
zYn6hJ?;J4~)Zqzqgsy1mVpTYlKW=&%Nz5dw<@P>w2JGJak~<$cj|Cr+Y2wtY3W1FU
z(Py@8;0XQ%Eq@+|m$!SEk4?9|&tJQy3cGx|WFm$z?Vjkmr$RM03%IVeg_%8s-?!v7
zvxU~Oh8uOYd}t{WaksB^@3S-HpdGSYo?Rj(UcuV`xsR?ZegYa3oU!kn3Q8KUDL#AI
zzQR2+>xEKiA1)`n3GecFD)06_c&7FaEh&BCP`%_AwM~`W#Y>BFCMfK$AW<_06zv~4
z@Cy8Q)S$EbknwC+;k%KP)M>Eb;#b0G5;kI3GN#!lmKym30zBLv*n%EgM+A|hV%(YC
zwcapIMfmz>YS>P>9z&<67lzm(_sYiHGn}(QM99P+F+MH%GzOH`Uh}RK7_im^Grdnx
z?W&!EJJ&bemo8iLHB#&(WQm*Edpk%@YHxXv;a|~a?&hz7L;=icDnvXu*Y1g69PL25
z(~2#0`{IB02|Cc&utJnF_ERZBU}~0W$@@`T(E05}Id1D5#KD#VI*zdwbm~A~+#bjh
z=Av<O?mApR61x0DUD)4fOfdy&2V)X1ZO>LZO=YWOYHK4aqa?33Ag_vn13<@g*7G~{
z@tffdQ4FC>cv$DQivXC%4P0b&rhE3((?hQC#oRK$LG!ljT*Qvawa}`eiu|#Et&^A&
zd0;X!`rs-rgDfkaE_Gf^+uv5Pm;zWu%Rs+CXlIz|V6mqx;YLhUIa|MOLw}`DNknM&
zr?hyoaedcX>N|`FnxfkEyB=gY<8$rN+@K*8TgN3D@!2)bKY>hrahUlGlf&A6nq!tr
ziV`y6*2v<Qu(RN)##or=o1kkc23<Hu{proV3*U|aK?az2J%*0Z%z|B=J%I}(S2MC#
zFb`9#3u?PD)eq>#%~FHymIAn3q{uTJ2s>Q0jW<c3%)uo#sj0t!3NwrX|JuVozU+&C
z-u(D<ELb?JZ59G%c#y$=c{>?f<zUE$K`qxz$^JcINPo~rvVC#0?ro5coJYi+=(;sv
zX62Wj`3LO6chmr75#6GNLe|!9^|Ph&%(-WYl1p2RCfvsNTXBI#71hQ5=Ck_*ukPft
zlJ0X{#+^`!gK0Mf?!sq^aXR~I`nVgpslU<$?vz^Fgeh49v7myI>4uG^cs;#w@2dg>
z&Nu*8Hlif=oq!VjOm{2(UWObhunhFiA{C&snB{@h*I^S}ue>7>w5@d<^(CJ-g(Y`^
zrQ@A8N-!oV(K~NJM<ltBR{@LP*5Rx!Up{)rF{QlY{T;zIkSp*?aY*MJcE5EEu`+m0
zkbz0%z@a*O_*-tXcz5M?`7_P+qmm1p-}?+aZM&mu3piqFA1>C8SO^Y>4aYvln-~_H
zLw+=EO<kZy?<;MhSt4}lI+He?WroSrV`>#z92M6rL;9=jDJs!+*IBN)#Z3*nnk8oR
z%<fv@+xW&WSkWcTvjCe#Cya&BNZWpP{^AWKui#YizfEK-4lt2K=JbB27qcA=xo8lJ
zN3;q*bx-&g5d*$;<Uz`UH14fF+c`x&?rXz>u7v(li;Kvmoxr{wOA0+Hvv7n&WdDtx
zs3^*whi9K?X^e;I^Pm(lIyo)<7vQ;$-Tfsv1v+0cSV@OVmR1}Dn5wOK{UTt%qEPyJ
z139LmM>wlFwhl{I|2)FQS4H%rQP+8Ynlx(KPgq#7S?`<xfJ`x+*hlrrqQkUxf!OSV
zs;+&$r@+I&glD@=xD$%Fjsnan%b+sXa0;|QS^{pdm&Pl%>NZj`moPOJXAt&zra_ze
z4U65CN(#ed`vMhR_@~Cm_vYEy_n<c{6ENPnRdC$?dy3Ysi0G@k8!CkU9FDQHh#1ZA
zOZxV6QH2j6C~_54+@m2jTk71%oYT#e%!DJQzaPNjk;0Udq41yQ1G)FFaBRZFiSW+J
z|A%$nw)y0H9s}X!-4Fe7PG{mF_u1GFA8wjBhO*WCiI$5Xz_}_`y8Xl1hb#phg)dO1
ztdC;WF^7uq;TGxir$0!?=?fB>Bh{|kmY}ee$#HPt?`%p05y++(bCGkL|9x;BHYNql
zAAw%?vo}tsK&c7#4KU1Vfg6VPg=UkX-0+`AB`gx4v$<(N%Kg_1%1DWrumPOrlI)u_
z|5D}ar*9JRrXC1{=X!ttHU!M6vYM>U-_uJ(0H!zasaW{$XZygMK${^q%F6%r&3%`t
z$nmN~pPo}SU0D3_%%68Bc@GtsjX3|Hj^B?2001cG=U)MfIRU8q(zC;~eym6u48fvn
z3Hc&`NaYE2UiAN1-!16a3$z5N{q~y9hDVVujIdpS{{A7YFG$362%YSxaIEIoyDa@R
zjySn9zB=KrH=#51V>0OQz=faazRnA(+J<FRC`wO9EYgazc+7`XcHWq*F>+MC^84$M
zOQ2K>{LsjakskJ6(`lXn5w<)59U@#>PMkuQ7lpvLP%x;EVdPW8(|0BII~RVh9rOcc
z>|jadC7S>Fb2|7O7WDx!CJR<o-=_=&^lWO%FVGdhu^M=hNV%9V`>&V{pUxVx-0mJ`
zq`!v8sqhID9<n117`4j_o27d^p@$6K6ImE$(y1KS1NGg@OV<Sd+s@Fh$BBa}DfzO=
z`s*Rkjn)SxI8YNHYn1osO8Tio38q8<aAHB^Wup*__5as!L`+AP7^^_{)Bq2>@-lR&
z+`xI`25`ah68`@VL>?N*73Kfd1`Gt$L?+88@bpHp=uK8$f53M-NHm|XaeGv(+~dcW
zN(LXOoc%p=@H+G_!Crq!%uI~?bF+&ufex^BP)%M4s+!9YRf<WFb$EE)7bshg0N46e
zeSVHaWY_7k|NQCX1F*oHNfgw-KlD|j?kO=<1YXP<YtU#;#GRX9IYp2-pw8f*p?B&m
zD}WaONuPGQX#XwgZD6wBJvVs!`qxJTd}ooP5Y1X?i0?OORsoy<bkB-C_eL{kjzrJ@
z+LWh`r*9NB*yzTt%EZ6l4+uRIjDSA7mPAl{u68F$?9|XD@4~Brv(06N;UM9%)L2oM
z!29)sr!N59KyYv$ycak8X&3RcRI&a!cd>ANqRJ3aqDFh>B=8I@$FCj~P#Ti*Iea><
z%()@YclNin0Di&$b1Z9^(h|s`L1N>7j^^Xdd9drPKy|p~Nm~~1W=`Md$K$f-z^0`)
zFE?ZS^;V^Fz!oKW9U|R<%9{nzKc1j8fL!S{3^aP&1=*q_)@PcpQzcV>jU9Sc&mmZ#
zQXxb0{~pXFroY&eGE`x2S_NQhtu%oPKQ4^EQ%a9jl=GyhzB=FM0dS%Hx2i9p@b+zB
zP&4E)LeElahw(YBnn4xc3nPPDRLL7)nVSe=cx>NVfjYl3V3E`;Z<+D@8vE%V^|(Q!
zA$uePX7T3=GMyg8;`6sWdVnz-pD|V;Km9K>*;$lmPKgwV#(sYn`sW2`g`QtP{{A>w
z4!#QNN6S18>>#4iHgo_7?&%P>;MJglb@QUKRb~Bu2JrNq=<b69L_weS`(s~r>O%14
zF_5ce4bse*y;lMa@7ithwMxKJ+3tY2^D9#Nbyg_A;#_z@f%kjKBG`NZDBA;ahs;Mi
z{fh17ksLq%GXdCsV5|y2bB}rA{l8-n5kRU2b8@t?`ELugC4uh)s=-A0SoZW|5?Nem
zIR|)rK?e)wb89%BeGI42707J<G|OO4h#@cgipcnXvpOfC4|@37U6GcbPQRC24Tn^;
zi+n*=LC=*tV(9mqpT3Wk449AjnM}LiE3R}CoIiQM5L5ol^@l;0k@y5yH%bNfM&5%G
zY}A`U>Hl%N=Ae~vHIxYYz5jfq_4fgB#28@TqYMVUb7MfD>1w|qp4^YkP<DEK^%e3T
ze|bMvMgdA8e*Zjpw+KOBCutkwDH-BFrcCKsJy7y6fglh_405lFe`5rMhNvoGiy_99
z!FTHGaX)+wG@dUAkQzcj=V^b&1<#WI-A2n4tZsvDPr@$#_nS&4FtuC_gHWMEGl8o0
z`FQIxXv)Ew>dPorb)on(Szi1w?<7~sK{MQ%tll9(V<p#&V(IU_2-zv<`ld&s%@}^I
z5T~quTg06*ppG;O;_=*j&n|(zy7lq4o<`<<m=h<z{319cN)oW0nnVud8y!HDWIRA0
zhxOmUpvhnWu`0vx>y-Z-4RUe)o@CKIpfA#^rsFu6P{{09rEtwxhxDd4bZpJ8Vu6O1
z_)?4EE=UHPD?3T%_qsp_%D3%yJ&{u+r!E@ta|`<t(|iFS&luO3r6K46DO<W&C6*7e
zR}8Tq86!eDPS*z9GrzWS?<?Dtq5DgJzPpdeb^IH_fjZY;-PZYaYLmHe9M&*{Pb!ya
zfCn{s37|#GyOXo$PG=_~upR=JfR9&43QAvpdp1993<$Dl!Oos}7Ix{EB~p@wox4nC
zDGaLkts+$~d?y+P4wzP>s2=ok5!Al6v&~K0_b>A;CKp@Y3O<bheotgusK|6=;+6$1
z(;uIIW$^`F<6{s7wo9Up&^4IT!ToaRASt<Ffg+MTQriz#nz<`>R<p1CKI&jFk<f`r
z54pMa>&zvaz@@65fY!jWW?~DCDyOw&8ztf&MgtR4k4E-e0=kmDPHV4{HDb}uzh|up
zIytuYB%c0WAs@~C^@%m0J*%-K0PVe}KO9<2Sbfs>V^av3vI2{5HF6>6*YE$BGWuX}
zr^}GAVSe4|XJFrC^}(f60#3;U1_bSf#Q;g0pSl0TETCb)T_EFDxd}4%>3K1jKa2_#
z;{IQ=-wp$BVR&-5+m14QR-YebdU^+8;_AVzfdpmzwWRhPY*rK3mZ6*JKLbVo3JmK4
z32WSc!|H>9keIUyG-5(0f~`U}nt5sL!|4Ph`@^7e{?X{VV`Io&`0f7x-c!VoyAb#w
z?eedA9N_TPt#KQL><f`ippLvEHXrbz&=kIa&|?rZ@arD!{aZH?n3rt+r->0sR)(Wx
z{oV~U_dogdc}}R$Hx8)FOm5-K9k~`kCQ>hugDnF<SWI1ZO4|W2?X%lW{z;yDnjW<=
zN+$#M0gYnFrD|fwxz@{r=POjz4(bFo1Gdl>!_4#9ECZc~>)G0_6VdxFo(5iIsM5@8
zc|1@(KloLSErsLqt~Of=ns9E{(rdiGFU3B{=Kw5p7B3dm;wVt}WN&rUu?vyMi|=sb
z&&`KV7g)cj8sz%Y^w%6`F=G*|N_{DHSnA{R8Z9=aDR3v-XGP6-yTysYG1s`RDNfl>
zC*Y!9QZxF7!8qiv^hx;)#ITwH>McEKvxl#~v<9d)U8s4OsjbEH*_JJV&oKvLb;91J
zOKRrR3(M>{Kzgn1A6KA1DIpJr1NtIbYMRwIGyK~a3@rH~3RUgdgayBA9cYKehq!C;
z$?fxES<VQ@-D4i<_jsV4as&VbmzEIH&YHx{^2We?e#d1aWI;8Q&P2m@-1l09zx68c
z&Rz3&Ocz(Q`n9Iek<TK=G8<9tRO-8Ox;|Ne9q6s+POoGyfR0C^7&Vo97!*_7Wx5GJ
z%<0K~c|9nd`VkvWa8XJr3_(MexEBDsTB%1jQ5xycJ-Zul;HoXMfR&efLU9Y0;DZaJ
z9tmejo6w|V61LXDM{(wRxLp=xq`DDp!xj{-ueOmssS+!t8iQE8lfQ%3GYsZj*3R6x
zv%Y^F5`x~;+F%2x8}vEPHV2njdu_*aft16_WDUQ@uQmC(TR9@@%|HYrF5&fKi;4UL
zxF*7t*4|$h?l=g{cT~jUyxecA7|x}9uZwVQn{cE*X!RgySF@m$e4~*!pi+W-sK?Ca
zGStYA)#Txu2y-W>caLFtWxZHQK~Yz0OrXH^nTjg<3=7i-djnlQZGf-84O2Am5)hW3
zBDx8qe_ancWW`s8^5Q3e*@ztR!2EINfg_3*JS+FO?Bqrd*6H}@&SPn<>Y~ja>_CWe
zlknG1PjBoixn7GFQ82*B)@NYviYbUOGnp^2C>*_Y3MCV~!0bk-h2z|iurB>2@Jt@Q
zZ6CRkC(KA;aO%7Aj>1%lN1o1<RM;&9#_|hvTd&$gsk{C2bcVh}XgievYngvET{fC;
zvL7V;t-^;-9Ll@+Rz6tNvEXUngvp3Q;Nl)od%}PUUcDUp?Em8W)7>Ek?T+c>K5A&_
zrBWh6bp#nq8in<ffL`PVec~R$hYIz|mfZxj+7_y#O`2{Vw|)uxag*oSQNk#l8<|Re
z<vXQ_(UXLtW49kRUl!cLQT5%}t^lG-=e|eRS>S0Hkbgb;OF>w_$vODug#*W7o#Ewe
zohql`sdX{qH|Km0ac+Vg37WAlLhS0x?P5P7FKB$HJHWRYC)r>abSwOD9+u!A{l|c_
zZUJ08-HU?Eq6vNDE0`L8>jR7xL74Q&JZ?#?O;syR{0O**ulDOOyuUZMUk<Z1D~R+u
zhVG!OCs>DEM}dL!dk+^5rCl<o&JfPu*})?^m<F)OvgPM6R@N!$c11t_6DK-t(8l;y
zu_dw$__mT8w&=qx>7nLbz`c(IX{gkbZ~Jux!I%1Fe{9U37CU(m8n3z8ogXGA!3Rw{
z2~dYc<J(N6!=*60C00E{F_TYdr8r&2-SSL^ohH>#*{^~1osz!zr?0#Pm-<ATl4xOg
zL=$$*TJzw(?OZqa${mU{e-{$VLeZV2@-D9MVZl&YTzvHdm_*1;By`V0u^K)`?VC&A
zKYtDfnDAblRZN(W>S+*Ygw^L4p3!)Gu&urY-Yu$CmNk=A?+mT|>slL4GXs^Ng#4o9
za*jz>TFusyfU?uSVaDoPjOtM!QP9R6=T1uFPNrinn7ViJBm)KWfIxJR&nO2fsp3f?
z)_@^^4Np`lPW#}4qf=^E@(GmIf~4aPI9^5lUeQyBB2o%C0MsGGR?r3969-GPA{QM8
zjMoP2+Z>>6Mmwu~y;YWyVl8cAJ}CG?>8BXo=R4&v2ea#GtyfMjM_(;+aw~hn$%E#o
zo%yJpb2nlS<oK-~zy6Z%zQ4}PvfWjwRt~}HQ`+dZ{sApvucqtjBeAB5NZ|T-&q$;W
z6}%??%hdSN(*S4b<@xA*$hp^e;nU%ajIQh8LfT4y+a1;m)wP8$qV>OmdZoF<!P_Y;
zIEP{>EX4Fi``(wX|1hsUB0=~zOioi&vnkeTo1Gkd1>LBw$^H$rzjNQAT^+zPVvm7e
z9HP`}P%4szrvQ>nMF#H!M<dmBN3p1tVSirv<Vv$3)*Ji^OFjaD;dO$Z3Vy(`^%9b&
z2gHO0qX3$;Pw}^Fk78=y)taX%P0kDu&>QI&OR9ESZFgQBVT(@s;mLz(pSveQL!?8g
zo8sX{88U+mc8N_Jvi`Opw9gALG1H6JrvNiVu6ltk&0SQvCCuT;1Slai0}W+$lr5Hu
zuYW{?zo$y11{zmTAPICl+hTnD?V#prZ7Mg=YHc-?tC^uB#-|t4A8XAnpN-Ays+X{>
zvv+~td0o4?Chd3B$r0_-VPXD01idm>`kJ;TR?>8%qF;gxz78d=7r_FOmVN}`9)rK@
zr91w`_X|N{28u0L6}=BtmM=Z{bBBZX69?F^ItL$_KiEo2SXh`l-vM357$moG62ww_
z1KY8-oMu~{pcyIJS>x1NwUAp*aFIau=YFJ*sRwY)4en#J{!oscQuxOjj-7G2GC6(k
zZ`(<semS+CM{&oHPd`!V`0mpr;qVS<;T;>U`{vj`Wy~J*;!h+N+R9i^h<@h&OUQWj
zSYq+Ln+H3l6gVW!8H!0y?wWKIf+(9glPS~wGg@jM*I4W3n`r%f;KOz1Ct>|J%R*;k
zd!xQ6nA}Pq6$ZU0bZN?TqDcubC*V7lK$UHWq)sCg7q)YDH?E@2SA%5dD1b06fGEX1
zA@=;=elQpVxT3Dfg0oii*#&Z^MT%emvFxWy03K`0Dp=@3h_1-IJ5Qsi(V^^>)4L<F
zu$j~3Skd6-e_3%eTdcm?@atz>t@!#(C^cbUfo!4`@P0zQ+b`Z=t#<-?CS$;~%bRc-
z=U4Sj08UC1NC(R>X_xz_7r)42Yx#={;J??z1+M$B82O!Z(9mjNXns#9EAP5x<PN+P
zdA~{!O@0L7GU*sH6D1d<37VTzk&=~Nud)N1a@`DU{`qxD<WMJfO7_*pb6Lef5(|64
z0c|e-wyp^h*R!$KPtRX2qqrCNq0ZX~Q}reRy>hs}ajP>7RDpL!4me;g{0?!Tfkg-d
zNMTM`0u9V@)_p9DffvY+j{(H$YJdX<WW`6c(uhG>?>I8VCZ9kuitF@Vf)@K4Rxu+v
zlYo^*-?<D)GFPg^$bW~lEJgw3i+mr5R|0^uZZ7bX8P~>WT)zW7Pz-nNW^k7Lb0?kn
zi)SN$0Yi}2pBx9W)bHkd)2+d*AmNM0yiA`Vg^E3Z2DIFr-<x!|CgF3)S}STH8v+q(
zA6FKhMZe$p*UedV^9G=Cf#{wNN9JZQIv^#F0Bm6jA%D-v-00Sa^s>LOONG7Ymu0CL
z0L`O@zz>f_9(N1wYg<_1VIkSgCMN(}%U)!GN0Zl9coLc(@785_8VG0ic&6gt5*;>^
zSbr$XsR5D_@h4wfgr5xVW#F=KGN8l{AgaCz|19x$8=}CgnGxFsU%k0uF^*u;LMu-K
z11fAjy$*OSdM%%zE>c&TwX-oiARJ30_Kt2_8=GG<U*@lM*?b&cAyP92C@l(r8<IR&
zE@R;dNSd8MvO+vKU+vv<zefS};F_M<IDiWH7GBn}6?51uraZ&EmLx;gxb2!py2Yz3
zZq2oy)@Rl|0ym?T{mU86|1lT=IIncmmFRz%qp)BfIRPElxk%gB(k4u$?#ESACr`$C
zzxBzojLt>tkzv!7QsrLdjXfB6;=1d-I#RR;Y`DbP3=TX<t4*uU>tq$YyO+QM4K9+2
zto_3fqz)SoM3<r@WfCQE2aY!CyjPPDQ;wIW!PF8GMm(xw)1vYQTpm`ShmJ-qZ;k5J
zF<=legba=q2wCL0W)JtqtjC}ry}XCHGf25oxukC<ACXLr?ypJ~U+(r?x6f!o*8C&r
zzSjX~RODMqi^=zZlmTb?DGerOLxsr}qUIxN*{r59b{&|vb?G@J+I3b<wX>kaMD#dc
z5y0FCX6=!j8z3*wEmc=q-bR@md_nIBGrS5~?w&3&3ZQ&5t<$-ZcGf4x(4v63>Io~n
zwXI3VzLT>k@6f8{Z}<xzpv49$XMQAo<f-ssj;)Z`oedeNH;#J4X4p(+aJKeE`a|zM
zfZ@sXrBX50&+&mPVVsI_plPS@o?vt$H37`CHO?YGmfE6qJF9>;!A1<__H<rkYx>!(
zA!&=epk!l$SV&XMB9C5;-Wde%(miq7cLZg{dTL*+2?B#(Vr1PbVAVh$^FH{b2B3&`
zp70F&aGNM&x$l5;fS~_r)RXE<jTPEL;(p2e8Rrf3P&>-H=((84;v}mF>J?sNFFjl8
z0M*Th0}O`oDR0x8fqu+M@^K~X8>m;J1w~tG#lXv<j(<{#B;Z=1nzpR2jFs_7uRGfL
z7wQ|(nu*K)8{^EPz)I~Yw7AYj7XZ%opxh_$DrMj{kq8gP5amytfGZ&bf_ewX*WMmx
zY$LZ&PJ``oSqU9^oK2<HQ?++SWuw$Fl5yuDp*9rXU^lsbZupQEVV;#!iBgrirt$S~
zmgWO{GK7jmQ8ya<o!EvSdIO|y2&yQ8sVc+{BJ%Hse})KT&HOlYBfj3c#c)|x+f!9t
zJ%5TT*pY2kC&xKgyFzu>h)Hz8p?PDmH#OCDsSw`e1=5#L0{>cf1B2);_B)9GfYGwP
z2qFjk<Vo;9cMBTktNQ3Iej9Y%DKWqRrB~f(ujDP#PBIy(md6IRlq^?c?Q|*~G_!r`
zfY>w5cL0Jm*;jS(%wBv1#<ub~oVPjowGou26u?z9^>$ntVv05efZyg#YSbNC-%*g3
zvV_=>)@wVgThWnIkkMY731aD*=<Yk$?E!4_Lf1;arVKlrmJoeb&ae90$<bJ-*G_6o
zM#-9AV5B4Ph2lDncMH6&Am|MR2#q1wGX?=O9#R&Iha}n(tr545H-ya#FihLY><n%n
zDWJygopgt&$Qj^Zl|W4aamw124#?d72o;4Qkj-eR7XI3B`E9E*N;LEC4QiK&3YOTM
z2wn-n6@^CgL6(%)hr1w8XTtR?yYeZGIY+=~%DwYf?JJH;HkJ*)gN7rChVt@dB9yHI
zD7ceEX!S%^41VAL{!Py)Dj<FT4r$x?XJ9dJweM`th49Qg*G8bcok356gcG}Qwmq?N
zlr<n<DY9zvxLo}`Sa4<I6^sJK=h#-7t#p4O5a{H{XWXsz%Xqm~z1`&mh%7!hi<(?8
zu2nTz;F$Vw1n7wilbarkj`jLU$mV~{HH>m6zyA_7Yw&NvQqAB|%D%XX$RKmguxKiE
z+?Bymv#rO;&JrfiCpfvfOFtFtODasErjF;iUq8!SA)(xUX}8<i;8IdAyz8kraBDEt
zc?oo?loWXFzS|`2;b+eD!p1A(qaNC~vak}Gd>%Nt`S@^l&TZsj8PH6U79iXKhWo|T
z0OSP&rYzM3_k!Zxyc0+Uy<2PyxTTC{^<%*LEDknTq*u&N9q(8-g7Qyes2e!pGW#54
ztC_vdhXTLgt9udy)qM^YM}_RkBVbOqHzzP4?wT!O*JKzT*_Yf%oK&m{GG76@WM-fb
zRM8{Kdl`7u|BBiRhE&wz@_kpM$#mR9-a*Yr*QOlS$bHXy(8i@i__t3^2{V^Mh2=wc
zwHe}UtlcUoF(l}UHdo^<-Lc_mXO3f#jsI{l2qlfLa9`!6=ogjqExZc};lR}*YfTLm
ziu1o)_lA5#+Q{6l^$j(fp2m&fxmHHi9$i@@GS*{lTG6lJj9O^A`Q8#yN-B8JhBW>R
z)wEoLh93U?x#hzd!nzn3g<|!kAn#su_LOBVUSjuq@?@!eAUQP>0<6AJnINNEi`yU<
zcM|n>j3~~v?SOzuU}KxVWh;u_h};1sQ&CsDoMiomR67VccxvKCZpEI%#T}N$Py4);
zRc9yqh)rnrL>U8;QqhoV)ayaO5dC<}524TTez7}X+xHFd!&!vhnSS;=bDRC4`$TJm
zAwCt2=*ZQU*#+V6t{xH__YIkG*us-ZU&9*I2>hj`d8}FX^gNiWzch}|1{Wo<8i?hp
z%%YqOu5j`KWW-Pz5fz{jP(nAGaM84d+JH?6?l+^Mj*tFe$C)82a;@L!g7Y&{Cn=7}
zm+x)?mC%3t<+bjR!AjWlFjVtEY%RfE2<PI=-I;e=eKc&GE!FD~V+%thDhVI)Jv=$(
z4a`6iV$P!#6^Zl@KF9W`N9%=&vFfvV1N__6?Cx0>!J$>ThVuv4xlBXab8YbBnw*}m
zsn>2re!aA$GgN)qFM<kZBAmSNg{vPc4cxC#!!yd2+1^dmhA0Wo5A`+S+XLaJJsj}H
zk(i;8n;n8NFFAGuD*$ucW7Id@z>;Z#;1mEaY&6$e<#kF<v~Go%u65V@{$qGcCFV^=
z@gTQO9fc_Vt(MlQu|jDI_1u}q6@U|+O0+z&{DoX6p)=kI&Em<IvOxKZFXY0PbzWy{
zb=Hu7+I~E<e-|exoIERZip|@aLpYRoJ|?E1XhRX-jb>VIjLOpK`P3$)^nFD|n+xku
z@VfO$S#)2(ws^R{I0f7^IjUG|`49Xa*lqLBdb)QtLj8u2m(+BnXH=PhqjZ;-zNxg<
zD$&jtg}4uKjNK1feN5*o)?<>>PsbFqqT9pTn$D1fFnrp4Pp<!M8DjW5s6qI!lB^o;
zPrA<*3X`$}aSph0wXSYru*pU3>2+mqq_R7nOQ`}_l(0kzx*<vWnHIiUtmq@!=-dF^
zbm^GS>p*PpB~t4~RFAwLn=72QZ(&Lv#m6}xuCJ`HK)JkHn=HL3F5VD}h<JKVQEt1*
zlJFuOsBBhzRZaE9cK_4U%gx2qJ)7c+ri-rE&N2DX=|9vCYA48mbs}^mXen}FqM9%#
ztt`SIbk9RS%JhnQW(IdAo0W>>r5Sl?zcRhsCU(I^4--Aq0H27A-;m+8`lZ?`z@j2J
zG>1h7Uwi1>vo1yD@>(TnCwD%-xmaict15XkTpMJZTK8-BYsQbl$nGW;5QLn=Yol8n
zNEp6d8pBzppKGfLzH!yoE^}YW)T$D9p3_j6YQQOTbI7H#o!umnn-sy{qS_4DxF1*f
z%_H-rtS#J9@An7=A9(1Rq8138ERH!4>rm$Vt6-nw5bt6)z2&0&+anBqGGD(T<8)!)
z7PeEc=a^Qw;*hg|g|{{i%{jZKLI|C@HN}J?omUW3_axNOSi$1Aa<IvqBJwO4=iG}=
z-q)L@NJ*;G6Ouq0#KAC2b!RyMH;2~qNyu1w_h^S;370C`D>rI@ZG`zuJ`aT~#ezLp
z6^UMlOLWz{brf33Qm0`q6tet;>y&Q!K8X2n@%zeq$VL1pCSscN5giLkvp(Ep=JzER
zI1PT|Dk6y3ViA#=mFVz0Vw-rli4~s<l`KTJJNz=lndME0pGwG9U-E<F2JQBar*@RK
zVvFA6V56~jW!FQXryjfEXM9jv=)mr*j!{Iif2UIkv(p^IzstR)h@X)c@xD{3?KrmM
z@i_`Pfvb`k7(WR~j%V4=K8T*E5wY(&17=eV4XKa}!kQj(qgUF?{FE%mTaw$se0Nzr
z%MwTOikgWxZ*l}nV{((DQMX=(Hj|qbe16i(XxKB^UaHCMhtJ?VMY;SQ(pYzCHcS%o
z6yV*zgiRqX*WM<CQ^{y%Ctl*{cKQ8d^IY|eK8IQ*L&he-saClpo_DX%;RiM3H$&zr
z>kc}tC7x8W^gB;J*_F=VHEw$#z?p$p0gy7TxIJ7gE(8pY;P?kO(VGZOmfETk`?OyJ
za0m(q+t;KNJ1Wi+paUO2GEP*@FnoX8c{NFRg@$vNxw5|^L6n?GK4`h7josv%B_E?x
zh=sOMl(NEhn@&$*@B?n{EL>}6{E=9>=r%cIl&g@-7kyl@?=DUmiFk2wy&v9nP_`MP
zp0aIwe@8C5zv+smo*el%kMm&hD0YstyDwDCHLgv~UdT+dWn1BWhL84ZQC7mKq~ncu
z&4Z{8>=lxf4c`u2?!EX=8&Buo)CSu@Y!VlGQF1!VW5=MVHfGZOyKXfogJ+YC+6YbT
zwSFUap`9vEj`Mu5a)Dpr6|6&f#rTI$sN93bFZmgc0fO^YNSHk+Lh|nlZji2rYAGoA
z#v$Y->^8pKVQd$g7ZeQ1FGL|9;714h_>1uct>fx_6%)9%3TOx`vDf_R!nOz;oZ|dl
z6on4bXpJwNFp@B3v@LazpzzWv(fB!cXZ(hg^BLh<exvVQXhOQ^->}Lo$YIMTx;%Nn
zX7%y<q|^t(*r!nv%$Z#`!o$DNnDu<_>%Rh+cl{2U9P9+RvlYaa#c(^dME1nJ>e9FC
z&|hzGtj!#l0E5F){YA_}dx0q(rBV4wW{JRm`69D30pHT7esK>Kqcp#F*ZbVr0_-PD
zxhu!z$tMJayN*sMZA8=(my3Ye$cL=Z&`kIE8g0ey%c!7v9YY1HLEe~P-p+e9w4#Px
ze&<55`}51dy==-?C2h)x9h^^x<^c#us!w~j{JVn5orHn$R(6wsHoL&3tpvS$_SH(7
zG7MDugMKyItP8~0^zyL_Gjxdr=R84Eei4XCXlQY|`OX{8eLs=h{<n5Rnoo~y^Vs@P
z3cJ=zU|*`0NQ%=qBlBQ6n8K9ci^$B4Xpehc8?uYE!z0#WDaC!;!y7BrO7K@ZW9i!i
ze#j{oSwGJT#%*oW$1<#B=tpayYOFZfl?=OS*Q)wC_O>Eb@)ToDiD>*JL<9InsdxT1
zDk;l$e=6tAL%F~Dp?pL-2{c@fygT0}&qB~6F>SKAF49N(230U2)3w>+D`6S;crqEx
zS*3h3nvT%nhyV^hbYc8Pqo(tLbcMz6K=`?|aZr_MsU;FQk7{l&wLLzIl#*%}#ofiQ
z74SWMQA1ZxUxuga#Fk<a3cISuAjoXc39{?g2@@Pu;`9%g^E_i}X{Qqr`A>P}`)8an
z0VOUo#;l~#3i;e*U1CA|X%l^6;b-J=d)J$$k|IsaSsOGrW;I7GD0GM)JiaO?tHm?S
ze4*^24RCpgKLyn_ppmFCP2PjXn(hX^0FLe32`Hn!^{Xv5liD}C178jtM>XrQ>fBgB
z&x1M-d0WjEMvK^{5ZS1$c)o6GSR}rb7+2@5P201IL%cCh)bCA&JJdd&IhZPY-1f1p
zrKP&axjKexF*c)kmzN*#H`B$)50iAj7it-nb`EEPPiO}AwY?5O9m;j@@7DwGGRViN
zW1bUq6~EFf>Dbm+9`k!KQ9dm)6%Aa$;YNUcsM?}#Cr^pMm(d3j-rUCk`cas$s>$*)
zq>35j7W3ZzyPF4qXnr7Lt*n#*S}{S+SW1KZu3BGVc(Mr1AV^pc$s4K4(>^Msd~&-N
zkO(MUdz<|dqV$Yw-dP@J907PKsr(tYO1V-LC_eM5P|niXx6|qfulnSN`*xHa$^KDV
z_Fh*h6V);9LR&044A3H*PT$NnQ-07`_;?JTfo|(oY;A;7lRWo?(R4zl_MOL0K-J=Y
zFempFx{@IF;3Y_LxpzEXFY_Lgi@Uec5ZhW>6Wv`KuPJN<fo|K2NZ1vjCr?7Y0I*7y
z@Tz>jE7?Sth;&f=I`w$e3#nM|f!pp{<QV}Lyxx;zZ;X$rU#WgaYvkKHH%K6&iu$U(
z(`@O~pNIFI$0JTl)};+5ij~;0rH|-6TG}pDB1?A_x*Un<>VIjN9$*pMbFKYw98?$+
z2RK5sf0WL1{ro)|HA`E?A)1G=fiq1ZL2Z_~6X1-}D~er*i!5};6LwCUGgnx&-P|!H
zK1`$wt$T!QaQimCU%d4m9Mf-}I{#iv%H41&IziGuidBmYTnEZnZ>9A&s%m8kDj~wY
z!~wGra8^^XkGY>t@*@+MNyCx4aBkHy3ti*bg}yHd!rrw@`$$lzuvs(YJl<(;VkOJ;
zxj%#0sw-^1jBCqGr5)mBdgG`Q=iz4keiTjpF8t+hME3{cyeNDKveUo=pz{;aP*U^@
zqa|WDk|OA+r*81jwF8+LD$&&J=Y2WbuL~FH<Bg;>zUK5ds3`DKXFO}#HUbdv<|N4R
z#lx7YW60z}si!aIQJJw(iPFUx5_jE^*^y(dx{(CO&1waWDX;zQM+t(TY4;=s8T$wH
zQsFebu|Yfl?n4NV?zBJw6(fw+ph0N<a!}@`7i&?B5%Qh~-A0m4pc*4(45ode0&sjk
z*6K<8n2tSdC<jngGiLeM$wgQC2frs*#2zoJ*U9*W(ZPel+4S)Hs2eUCb)<gtzZ?4o
z$k5P=-lK%$eq>YZ!93r8N+VW1BrJL+(!c35mDzc!$JE@Q={W|`wH`ElC}|rUjv+?h
z3MY37ve)W9w{0!Wx*G#KYua&@;}QW|HOT19mL^txoe8>Xo7){sbeCp+P(ujPg#~T=
z8$pSx!cWNyTUXz|^<>-zkbRbll_6tf1wKP3Zz-*r?|d6BjZL^sz6JrJ-%v|~HN>^C
z!d$v1KN#6yq$P*jI52J>a9fm|VEZ5j(UywV&)}TL&A1ev{5qx`(cwfRdY5q$m)Jp?
z^?YnqbO@}oGKSVnvAGBrL$|5riR%~mQ7GnmFcP#mE3WrW*0{Hz$#GsFHJcgtZRnL(
zZ>nE0uoWt!5IiTUajU;k)1yMGk>*7Vf+O>>){yHuwtv(2ua{Q;o$^Y&_WtqY_rO|O
zdJY`fS!ekT#gUs~uxSed4nD)9r_vw33eoFDSwFJaf;S$@ZMY15Thtj&z@1ketf8r!
zax($2YtgI12Q<A^S=OO#q@3mvPb4#)AMC=I)D>kKo5Nxda_|;(v)5I>J?jo(n@{!H
zMAIELF;U+#&Wl=mocG=g()+N_VMah}u&uBfFFXQ#+^M|6I}IhY4fmf|TI1iJ?=$Bm
z=y*wUxVPxpQ@%n9$Lf4T32$tq!pWSSqM$BFxbPS7<*P-*dcjwR>9R0XM5^`52jNqy
zMA%jQ61QQxx~iNmGazH<t$UEF#ymE5=ToYLx@&|2r7^@DAK%=&#7i~2tnbCtJCn68
zeI_$NgO_QqDok-7%|n8gv+I`5qVbLNrvuoSIzfkyM2aq}PGq}%3#l^|fttU4{+ndu
z2s5@ap!hD`LnkW{N=6zWPvGINb0ppKM#}G?gDPP=^6FR4p+If%@4-?dpT$Js<52ib
z=W}5pc<yi?P!v<aiDQdumZK53-)lavXtLY{f>&4HhRN+y)AftlR_XyAF*%UXS-9D6
zv#0%*qr&E#9s&C8jNq=keJ^S`(udrv{DYSa>(wr9**@G4kTeki`u)r{!NqebzO6oI
z|9Jz2OmGwC@Z>8IW@lBZYfd1%rCN<YLQ<^eFd=dH#(Ar(uhss9TIC2(bs_ud_VBg6
zwlP5Y5Se57%Gfj4k4Dk%^J~dwR{{=LcxnhAJ#*T#k{UZl(3<^fC*R_d>{o_qJI{4+
zPXybmj(_HyqNY>!JXnW#a{b`%V-#JfU3$J&gnxNxe{Ub1Oxl&c{is4|wi5WBEfqim
zxyMM}PtB$}sz<4jxdvBPf+zk?7pG3U#Xo*9b#Tq9+dk(o4Y9Zsu#GSz;UJ{`aw(3f
zf`e`N$QxuhTlV#=)_|mh9jJF}qA`kHSSkxFdH+`AE-J%CWj=XJR)4r>|Gq27Ibvt{
z84j*tZF_kST52C$Onw`|(NNF7dDlFOYiIFxC9xO@aV%c#;B5+VMdr;H&-;vIGj=|*
zV*b)eB+Ade-#PH_1H&sFDnruoKxMnH$6BnXEQEykVJ+9>B7gc6%ZU)3yuGrYS_SCz
zq|X4YMV#N5ADXWoUF~3{6{X~XV_J&xMDOto5i(>oc%zBL<1g-ztk$s{Dj>(l%(uhm
zQS;%o8$!e8HfD?Le?eS5To7AA&9pG;hXDr)UItet8XMg>;_vi76;+{$8^G1lN1(qj
zGQz~KK4*HUGk85UDP3LHl{$_HSL}5{MUjJ~qmw>9y$1e=>(#f=p)(bd1}WS^G*=yD
z!ihc>o*|Uy4HU01Q<HZD{3H&Wy&c+yR$1F3xH=!ljeFAAW7TjQbN$k50hN2vWzFs+
z6^i9|U7A<9V{0FQ8lnqPq#T4yI1;y2P*bzVeX;McTs(vrjUM$RzQ_>o-zRzbtZCKd
zT)bRD_A$AKR(1&E?1rP+CD?SH-VnT`Fn7D&o5g5r9h7DT(J&8oq5F?=OI|s6srF#K
z$XN3`<B)z3?v;@@!*0EtAvPFzypp>HVkymb<=V$B)Uu?S3l(i|;9{ta4BnWHIQH`;
z9*PfZCj~v9J<Jpvyux+;vpVTE=Z@8*C0`mUqq%SpHDQvD=Q#uNgc)@Co~f9a;<9af
z-~|9+hhs<kP#2$m6d=K5@;S@=xz;iBB^~rDH#?FY6WVpB1oX-*HIL&(UKw|l)^4ch
zC({Ql)|_T+A-q(`Osa(}5Kjo<Kid1bpf=lT$uAv7!uHr7N_`F$=+%{3UU2-Cmi!T%
zmr6pc2pAFvH&DG45$1#V?s%ye5S|(FEzq0YZ));H&1Kk^_#sqww668dkb+DGogNm_
z7u6LB1@fh$<Yv8EtlX9a19P~eJ0#wq_(p=l%c|$&kSv^|)K_{+{vf&2LKK(%8{Rbz
ze<rhSE!N9c4Y`h^mXG^JpNsNO`i(xpB|aGClVSc175o?&lcfGm4wE{9`ZT2^BIK*j
z+}&8A-@B3sb7>e?8#l;rdS|nzIpFbnNQCv7NrR=qfX^GmLsnc<`QEo}1@RWZ!8C?1
zo<#P)Wd@_pBE{-^6^@(nG8Li0I&2B`R$miCQg-P9^aA7iAUU(I>(ab8Q-UIK4a{*`
zpfU@O`D`X5F6{0{M2DOfk4m8~-WHa4G{>EUJ2$?s^MPAWR*NO_f6`qxplpg4E(X1c
zm59iE1A11wsykCY9^ss7ks?de`<d!XIJqLRD`uCp%jLynC!$O=JevTEQ<^-X#EAVx
zW|M2In&8ZH%2hvHX0taSkp+{?qyR0djhblSFO;~iSI~abeYTA=YrO>;*RBS*?8Xx1
z`{gfGl85I2ZGw>b$X(Ki*tvxy@5x5qq~3^k?1A=oXPYUlgf5uAlEB3xc%tTqYbqND
zbD9=tG^?#9z{rvOeS76l`bc-=kSOy(U3b{NKv1j69*s7fApC&lDKqPRJ0c9f2ud+z
zSAeOz=r|vA6wEzY{;5Jv^=zPmNOCZa)cfXA%WC*aZb^tFoZ^fxF-7u*PggO6!#9I;
z%AVL)(4`<CtGbZgW})&LJ?D`Bt_vN}AM1&^pN1#SzQn}x?hGga%aei;+;1yxfKoh!
zx-JIdd%hBXZ(CJSP`RLbkrD;Llz~1lSIj7smlZDv;5Y!e-A<_bmRBlfA1G3Em5n?O
zS_D29QNi^#N~5gUB{9jLFYSmU^;8dw{$%1)N{4$}H&BnFjaV5eO5KHeh<VMRO8@<X
zg|CCz$&JiZX^?cv8o($+G2sNwGymh*qOXAB04rFcIrL~W-PzcjKCyVG`u3xlc*N(=
zgp3+t?+QREF3nX{C~J4oSoiLlai2LLh;N^x{Z*1Ka&T3n(jmJB6v01`Rfx0O;?q;m
z^`@lLE;f?RrvzmtK_sr|R>?+QtDOgQb)bexEgfNyzx_Q}+pd+G%kHz3`^*d4x4hlQ
zN7{eS7U=r}qoekhSA_y(%qt%`q&aO3%gCLGeQZJGIx@N<p~ItfJQA_;nYtd-TDtF$
zMUTp(3e<yX8Zee&SwD+pm3(}>l0dn=RloHv$ZxEHp!row3w2s}bW{vKsw8vDaw;q}
zm=DPkd<06X-S^@y8asIaf~hk5F5Z?d&`c9&B$D~}ek+C`o7}*s%}`7L<WfM>?{i$A
z+QrN!k*4bzgy)2T%7Zp8KWIxMu|mI=cA+gOKf>c4@9FabtvwxrlCYn39%q9V`f35#
zG4BOP9_DqC1U;<`%<^u|1n7fv!~yG`slj3=%mu}5^xtp{$b6yVk#iSs;B(V~Hv4-+
zAop5*Q~S?43n)P0g{DkWApn{(Pzwa*J|2ne1l$i;!j@<vWY*TmjMmbQSjt03Ba-s3
zFALlZAUiE)73jwPad9S(!vUSj`HZ_Wz-K}&3No+pq~DP{+M&6D%ynMFaQ?g5#9jY2
zBgO$zl#S+pS!_K85~Nm8O~z7xrlhawD0j@czefdH1A%Y(irw?HqRAXf%YWc)ngyPV
zK#l&AEtA>*Veha1s@l5#aacJRfGDA$A_7XMNJ@*Kbax7Z(nw1x2r3|5(%o!2q!mF*
zrMsjXq?PhJ7U}`d^?aVc;Qr;jIH+r{J!8x<$9P8yAwyTUFERIBvY1b1VsBuuDhOCR
zEHs;QKnQKYpJ_uto&?^_m6kjgm=aGmGbJRNj0?OF?Seg*<PS&*>@2paQrmKvxzvgz
zU4PV=+KiaIhGDx#eG#84KadG+VTJXB{)0ZWOwH$&MgFFF9YfCt*iM)a{x6#JZ`}}^
zLflot+k0G<1`$jXLAHWnjGC4;+!)^g^VzLhkNE?j(v@uGB7Mj}lgbF9!8Y;fA8!91
zs-1iPy;zT!xFcaJgI2|p<WO6<0DgIhJ0cP|tdQ{5*o!V}gJn#~P30s;3;$0io{}Y`
z2@9}-;M?8?Xn$od$AGqrZhPyz(80EiO8{==rJg6PZkbGlv=U73rt0<c>75Du?bOh?
zF;?}ABmmQQ?7~*-c-faN!2O0cTAlU9r$7e1)f$aUUU9_GbV5d@feCtYF+WoP5-wA7
zt1g)$Y#CvU48HIYB;wLgA7Crt4OS{)t+oh}6tFS^JuXioN3h-1>2UfV-qdv<w=@~t
zFu*)`>)>Ysf#eosy+w>XooG2s>)SOsFRQ2*;tQD+q{ygzya0~Rg1M~ms;9LGTHJdt
zYQUW;Sw``Ic4YuA-`R$1?iE$u8y<MUGgX3H8=6e&#aZ`b*NHnhx;Uhg?$ixUn^%Y!
zE6l5VgXH7(XW+3sUjz%G5~^6Ic6R6!_oLs=`Fo>UQr?I#^_b-0Df~sg0yFx^FTpPc
zA4ZxgDf~cC`x;KRpU*J}q>gVe2q6{+7I|FG+E{}d3^I=6NqqqXbE4EUT5f!P(=TTo
zZ%%jnhrNjJ1rn8O6R115SJ8=w(tE~#x-;cCl-V+0t}qkR-XU1()KU9mV*N980<Lb~
zeF0}pFCb%r1_u4BmM?#5nzwLn`F?j2e~OFF6=HJ_rDTNOIo@@gnzF3cBTVB1>{gUO
z`8Sg78d@|8bIc3BH<eM)GYRV{CU^0)Fs+MQ#w}shZ?e~SS*scKE;Gg!64X#!l)&1s
zj^4zZOU?nqQ^{F45Y#G0WO$sVe@rsdMeuWJC}SS4Y=(}tr>H-Lwsu9lBVOU8<D@w?
zgZ9PLUDc@JlEOHChKUyGo|4;J9g(N3HK`@-*LnKitKN0xK}miE<BWX3s}BP5{W3RP
zw$#eGn*L^Zkjl^ljGRE+cl!5%6Cx<^aGt!PS-Z2R$o-f{J1+wRxd;|^yG6^mA?6Sv
z7gH{?ncBp1Yy6$_!=iCtEzW_qKupCKawDU(N95!t@ZX89VO>EC(G3$WiTbtWA4RKg
z3B~I=bhxx;v_4(gU*T2%5x+Ezu;5uG*2ZH(NoZr+2aWltwItH)v!)~PXmcvuyCtzV
zUZb0Bc+5IpRel;d$GS}Z)>c~tC)?3b$9~^Nt#w#MW0Kkr-6*1j^RxnsE5tK|xJq!s
z1`M20Q`zkte`R}ds|c)ZmpSRwK@2$Nx(Y6U;?8P!J=!(D#or)qA&fX*)}!G18q4ZD
zJLPHGyEyVyiE_jYR<{iwxOJysKIVPu?52~<VGEf5NeeQKI~E)N0O+WY2T5T1z|_qM
zG**g{^vSHr;D;LZUyLI_(s?6bLtSc`KjdcD3<^?L&8qv-f_y)8**>mE8OH%-rC<=>
zgm?T45FTPiik7SwSGH?*d9o+NNalX*7Vgfc7?90LG=LjkGqmJviFlsm`dsDhM{KgW
zBK(IR7U3c=C{js*N6iS@P4>AHU|A55-n!}7uW$Wtv#coqYNVD|F7zK^ir#0pnNv7O
z<)N=>3%G%PKvHD^AT|ymnaVI7H_g7t=k&Jm$`k-s9s>R=i-U>dKRHS;u4`NGSDM7O
zIGQ7$`1AUW$6p14Y(KrV7+(M@=0ZN_?Op_s)}pto&8Um~&3(UTtgodxN6``R<syuy
zph|r$60Luw>d0UDAJQ}AW!}#uw6EGv1h898NpMd`SuFrM$JebK3TxTEqOJW2g65DR
z3Zes~h?R)nr2?T*w7oWq=Q)UDM;=eDj6_EpJ%b~l3jtpNAikJ_k0HBpcb37@65vit
zj{kGA7pR<8_OBqFC=&k)8Cwyk&)qbdSOSnz5tdub-+9pm1piuhmKghR&lTN^Q!g>I
z1^2kRwRC7b{6ln8?-em3AnmX0$U4J}PD+YKsPWhpnOhfd)f#}#H0JrgR`W5m3!?B`
z;j=_Oha|Eh$v99)VmE9j2h*hlFeVZ2E-}|eCKLfQ7Qb(GJl%QG6`;vCj7H!D?*=f=
z+spI3Lmq#Pa)u|Y45Q1E+ka9<80FXRa&<l+B)F71u<5KGb^ws{cykz24l|xLAzINr
zftoUw7M>19uqg&(pekj@W5~BSoH<e%ML;Gic0F#t^zYY@aYP4Bn>ic@maN|P?V?nD
zmmWpww7-i4oW|n&xO$v4Tr{|4xSa16Rq@NszI!s->}aAA*M#in)#E9S|E{w*rPIKn
zszX?AP(~_5uvoWG5$gfGxyZ01r3({n8^bk%loVBl<ceV6C&oP)EN_(10tT4>J_E9{
zG#6M38Bbr&lKuM?(rD0NxfdefYtW7`nQc#IzyIzSHzbaxU<%Au=L*VU{imHkpK5c_
z{OJH==>#5RL-V>7{o5i>kB-AJ*M5ZVZd)I7xJ+C#C}DTJqb?-kFpJ`aW3oF{ngo=3
z*GvGXqc~*Fb;{L<98pN<?Wx*i+W~x%9{3;@IFA#Jq<u7Nr}}q9k@1dualncj-S4nD
z{JraC(p;0io8_<~B&W3+ty5|M57ggZWUTy8WvVw$nhBaW0Yg4wMHf+03FL1Rz~p8v
zoNaSBe8fTEpu-1-=unf4$PsOYw3}$47grc?{a!y<yP5zttW79ILSHI|r?kmI%#Kt>
z6CDgPu#s3*3A(?VAb&@im6<)7%yD$gp9vs>2ItQt9QkFJ<ezQQw?5l}xYy<aj=GoZ
z<rTaW_FY3(4yRn3u7B&4m+k{EHQk$-ED*gAE+`m~7yeDTdnRxfru3%UHKKoK^qIg0
z&P-2EtYidhBc)W70q_U{5!(ci%+<jnpihgDYR5mVaKjY@d+Th$t+S(i8*p764(l_r
z?<?bHkGv-G<7I?wX>oVrNI*%GLqmYqAS&DoI<JecZAy>=_IJPsXBO65W1&q--v_N+
zTd+>+1F3{ZU<q1+0_e=-h=JM>()7WchNJhNSi2_5()`up=!_`vxSr$t{tlFHosg+D
z1z~{_FhpuVd?CD+35lNxB;%-5Jh3?6z6UT;zvWT8>YX7mL#{<6$vm<-TQ$%U+j5N=
z1!E3l6iyl@8XzZ;Ot%*(;3$wwv2DG5st?Y5FatDHY~$xT?rKT-4WWo5hhGqtbTQ=X
zEjZmFYX)uXM_&`P{ebdmjGYmT@$d0NDwBuqu(@D3Uhh|eC{%#Nmg&1^$8CYGIRMu_
zx?*Y8D`=AvUlF_@&{O-kfORO%yAh0i>1I+?r1-$m*N1OXhzXfD$}QxVQUvT_<g|!>
z2Y@G21k!Id$cb3gqNHQ_klJ!zAcZ(>rEwt%n*QzkbzT=X6G`@{jS8+p1V)yp3P8x4
z5=>dq{)!6E1ky2poto}>aJ~8cMFi?_RiIeLBQO4F@aVR(aE^bE18h7fMU)XEr<3!x
zb@^%&-6D8xGQ51)cJi<Bfl7|>GnR#ZFP@Df5l-Q(D+KBOhJfn`vxOZLRSmAmr`)s|
zCV*0t!DZJ0^J?B0{L;sxf;&J6@yN|K{N8|lIKVI}3N(<`Db2oXXE^*g*HEfflsZTG
zTt;SsQY&IN(9$1B!;i5FdY1wpfcl597m5!;!FwmTh-Cp77@NOV^Y94=AHgOFr;pDW
z)}bRy$>0_mLJ$Er+`d{*{6(-b^b&jtKDxco1XRn$6LS-|fcpkG5{pnP2c+)aXM|V2
z^MPdlzHwIG-3uH3*~kU`$QClV3bXooyuRbeFWDsS_vY##j6E>l%hCj2yY6zk<%`-?
zPWIUH@$)#}Nn9_`DfL3)Vgi?;JRkOc>MACnAI$u`iSr+}%rRG>ff3{XCEW3uv=wgZ
z22;`xnE}~O&JCWT5|^KVpO(ShbkN#pqWT8;ML)2COknS_Km2sj5tNclz!(&@>)ZAh
z`3=4c3b{$s2_%ag4xVfO^;Y0aQU|}eWtFnAJi;H-#%4Vu6GS6$1>MN=9jGW85o%fo
zEP}RlceZBv_p=Rp3$&TvMq1P&POV?~dvq=z->>gv)tWd=0ALEA|Nq-oL{7euIB6%*
zT6oqZSfAQMDLSHJ_&I`C?P_J)J`xd-ALA6^fHhXEIDbUiK_(OZ<k>3*@~KiqK-TYr
zWnzHv$e>)_f)IK$MP}?S;3M>$#VD&Uo@jH(0*2VV2o?}G!(Z3^r<D0j0HK+&eR*}|
z$OPk1N4!G_6*q%ubUxM*YF{~F2Mmm83Q;-haGukyme(GSIBy;BjbMJm_W&1G415=K
zRGH;v(*DDg1ql!e=&*h+FiWr=Ip5;~F+|1<ex-EuM0`$9SOaL}!y$TQPnflBUZ%S7
zbl-`4E-ldns?5bMd)s}GF5O4m4#!Gu*nD67B7z=<&;M08LdrV60wrcc3mKW&UQ=is
zf9H1^o;)X9+woQMbcH)pI{K`^Ui}Tida(sr3^fQmVj~xgj_fI9H^@*Rxl^M+JNA)v
z)I>&V3M#YzZnb<^w*3I(GkNcJBBTRDO)Uuh>XWa>2XtN%FMMKYDMSnqHxXtUs6=Q7
z(a*5{bpn9$4I(#1VJJs%^!E`0|If{aFGfa(t`_?asDOxTWD#P>TU<w=E_8bc!2Bqy
z=`SelTWtT?&>)g?dco+v|LnEHPZ9WmXE0J#84dPzZS+&1fTxEz?(v*60q#xs<!Exz
z6em45(DVc<&-tQRz5P|Bf1(y25ebYN+7!;;>WxQ6#sSe6ICZA+uQf&C%BWe^3qJNH
zKs@TMe)^PqChoZjNa=u_P~pi)@B-u{Vlz^BZvPeoL~dJe*&r~vgzjmQ{coqrztvzZ
zLcfpA(Br=qS%J7oWRuvZ1Rp)JT@x@s48G%|ABnkqibNjl_kQS1E+DrD&~nUHNLl)c
z_zfWC1UNd&LY9J#xw0M)&vgQAu6EHA;|RdKbG5V73-Ma%+~?Wolt)1ldtxo<=%*aS
z;m=6o@#755UqOsP>i*YvuCfMH*ky<`50o<=K!r30q)W+_djK6z=Lp1w@gjEzg!r&@
z758)!hDe$t*!T)bmRdV-W!o3ShDKJ-L%1L$Rsu4>76?NFT=Q8$U+yB3P>1UuepGW6
zD1SV4;-yw0nu^!ar7Iwg9FF0d4ztO&`#+{5B_7f4u7*{csGH<@%*JSd%tjUj66DT_
z+}qVMjGEHX(6|U!z#PbnHz4$YkP8Lr<_&}?_^PG?(hH`D3dG6Ikb5Eb&Jy2m;_Knt
z7}y*nGBzI-j>a<ADcl(-xcgkWbu)tU%E6W|g?4P@mrGWu&QD05?pmCm5G8&7{MqR!
z0GG;&e=#(O(Xj2)Us(lB{$fP=3I2z02bk;&2#W@sd#+_!sr*t*KKvXp5zv;#t4aAK
zcK3UT3ek^8GgB6Lc)Zrn0-!viq2&lEjwwvEndcmJA{xf-&&}a~hJ6!u$79y-V$zV4
z$M?7oXR^+cipUEXUVC*J9qZax5}a43Ro=U?UJyF*UXbN{z_23*8;+PDDTZN^fAR8e
z%$D;PI0IuWcWzC)Os|D=7Zj8iu#EKaP7nTATzkFb1EJbuWN*pNXDJ9Gnun%sAH^WB
z6LgT?gK{Pmo$atU11bN$w&J7_p{ewC{j1(^@P%BZ?tBI19xP;57IU(epcr=kEa%r}
zxldNc1|LvonWN#&OM%?8MxGRJ7*QASdtV}k7Y)Rex|+@-=hpwjQNl)hTbt!$kq~lp
zMcqK8Z`9wy1QEUc@F^j{U<*WGUqZp5IKW16Q>A#``yHgvA0TBWM6?_d9#ot3<$r_p
z`XwaKnN?iU=KskJJ8v9EFTZ@1C*sIC)>?X6<P~!JLkh)Bwi*ea5P&~oPaDD;`p?|+
zXCHUd5`8h@;L-GdtW5hU>Q;v@oz0n@|2$eCZtpZ{ZxM-c_K_;eF;@cI10Qb4GBHEt
zExr2^@A)OzG_j3=dBa7xBCjUY=O*%<7Wu>r+DVd03{>6e^<^B4Z@;?b*JwGn#uFYL
z4jA{0Sb?zberj@ipOX$61^>RpGyFH8y82``Ijjbu8Y4zv-yqhj?1Phg-W~F>#{MP`
zBGn1Q%6#Z3jbxIduA|{uoP)hXYL|X_%kuWt%YE$N20O@JJOCJyG)S{>B>(?4;l&g;
zuD;JUJuc6EBx0Y!dCV**_(BMy&YG`0dN{Qr!TlU@&*k*FZ`8P`TlPi5)1h8)p~QrH
z)M*f+pilB9WGcq>H{bw^7|@q%5hNZ9CbaRXuw-gp>M3^Hbo^G4Dmj!h-jU7EyKE@G
z35|=cx%Sdom8?O(#(|uClg^dCe6bRJidos|iAhBzli2TKubn{+%cJ(o)=Hk+_j}XX
zxiy$NK+MyDkgfv|uQPXEoWTI*?O6~jv;~89HbF#_M<dw_ZzCeIXXEsLhWJ3Z(N?mi
z?)|@i5QmTFPfFT04ca>lNliP&n`{(Q(NwMyHg8oz0oCjc5U6Q1IpecoSTu$@cl7NC
z`tq~B1`aV&eoSiK+oqMzQXp^t4nq%R$(JCX^^(|bu&rN1EO@o7t|e!({!z!e3vtfg
zRUYIEPh&XS>t}Q{^L`FZA58RCt%?o{<+{5=>zPp!IIi*PGroml3fJmpy2i8=TvtDK
zE#In^ZvWIp&=o(vCbwerInKEJE0wFt59_Q#iRtfoVr#lNT9sL5$@V)1`dnZ9B&Tgi
z@c&&kzrv+8sq4xR_qQ>P%ZKqi?#yw?!e%2eStWV<^yMvudeQT1i`H8DRjAIyutz1D
zujo2H4G!Vq<OfaK4@9s^OHa`;8OK?Ne-Sr#<jc|M>2gW#bF$@Lerp|GdoDUL_?W8$
z#aFlcYOPjn8v0iiyE`j-5)0q7#_)ag>v$BPQL)Wux-%`Cu29cGHFL}ExU?b2P!gFu
zYAzh{YixE@1$_Gg=g6kQWL1m2(1)qlSEi4q6LBuE^}1SA;F|vX*Zl#{%C7|P-1f`Y
zT6OAY(9zPGPE8~UVzhdXYBv+DSoPG7J-;dX&@^@JpHpY)CD=20i1$>O<SS#8BZigu
zh@GpO+6nkVHeJV|VX#T{RmtAL%$RqE;uPVYMsKs1^S-WISZYbZkA>zl{W&*1J%LT%
z;LI#oKT|N+q8LewF}55#Dt2LKbI~~6JXL;iZKi&EMQa!U5jD(ODZwq%Vt3si9G!$#
z(AQk(593h&b1jJ@#xQ7C2+HWA){)c~6Q86=_`xjZtZrC}p`vQ6M<wMf*d@Q%!zI^;
zp<*h|DxPX@PdLe=k5)`<&d3P<g9;SKozHHIqj$9n5dP4pT?=F0J%MdHJz4ol{%PI=
zC{x*1nA1s4Qz(RDZA)1&OQ+v+X0q1`{gS-eAM2A5c6gE@FUjgB5XRZ3&^Pb$IWzV^
zPw!xm1?tczj3n^`t|C}ao{UdxvkEnl#k?C8#fsW_q_^Qu>L|&b18?%$hcn8T-U~@x
zi^vUD7yjKRi>t(Fs7v>L60<E%RfS^R6ZBec37xDQloP`VR+lDR0b;!Qj|v5S5N$jy
z*3s4+Oxt7>dGx(pr3CNuxM@;dGA#RDN-!`+i<pSyb+moM@<@toySSE}Y0HVrhFMAp
z-TpQKe#EhLQC`Wh<PzRksSu_M^Y1s*uO8R3Mg7qNp!*}bYAPzg^g*Pd*?XHI&hn`}
zW%R?f{_d@6->`-^gzK7%W6`OWvsq4BTn4SAbUl16^CkZf%-CDg{FyqWYIqavw5{Ty
zd~K@^I_q%`s2eB9jzw<LeZK2yVc%_{Mws54q*kV3FPTOod5<aR1W}MFv90lAonMPs
zAQI2NE*71KaD{wAKXG$*>qV1yC3?~ZR>5thr`x7v$C;QAA9XS!n?aDCL|vh)rk5=~
z(nRZjb<9nZ$TeB*_v2pTs=&n<xsZK;BF+b3)M472I+nIu2jiq-<eK;oh*T!W#56QT
zF372Fo7%QC*Z3TccmMNe?)-#n!DY!$H-)c{Y!ZePqMTyNrAsS9pG>30$f5WnB^6UR
z;rcr8(s*I>qDA(h5aOH{yoe??RrD`;$})0NjsSpjoFj2wmn93qNxhleS3wy~-k<zj
znq8mjO+LO1-=#^kX!^m!$Q;Ll<NtN~T8v!f;DjMpPFP$!lVIaE6Vdu=Al4Hot+9}`
z$a^|8<rKDy5rj;0D2I{`90u<WT!Gwq>pM~}4+bZW_OyZSBPd&W0OOV9q#xcC50k8v
zae2}mh&ZN!^;C}S>C$JC<tJ^<9!aD@aJ1n<Dmrha(B###Jf9s)Gdh>c0eX8%*wa47
z_agH(Y9sY@t=wxzqEaU@<Qiqape^ugVle?Tid2bkycDTuH4#LP>8tD{-rV}hl2a(u
zHCYDk+v7p3`zMQ2--cUTCLO*#I|eW@(_FXEw^HK5irbmYX>#6Z(Y*!SCFLNhVzr5k
z_#Ob+@A_Q6z|*xXexwTxo&^HAnc?vX@dpoU9YrVq2r|x&qkxJm`i=+$7R&j8mN8Rd
z0Z6W}>jcJ#tW;FfpcKqy>_BDe@zulfJgfswS8~x$4$`_Yjt1Yt-nXY~oe_6@*lI3|
z@dPp&GaN(-?JKTq3r*0!RV&xCRL}1BjNTFW=OEG{=zD)hxY^b~vC7l}knf{V%)^NJ
z63&v^s)P~;tVAa3o84Bu)8=f1H~~kh$_9^sJvbk8bz<W-^G;xR)(;+o=m(y5nK@Ms
zDyBtU^oj^Jqma619{o@BhoEgs1|QD&ru4UBHTH27(<&r}>Ok7&cs>TVWqKnNt_NHM
z-#Esv*LqOi*p<{v-rL#AiQsF)IeZR;QZa!g&JL~X?M!L2!eC6Y<R)KjPce*?XLV3T
z-TBr-Ha*y0t5<ISPV<o!V890ZAN3;e7aBb-<8*`RB(OxUXo0xH4In{$1GwD_1U58?
zksfb}I}vn_?|A$oTer$}k+gYG)mPkjc>qxP^T;^f(;`_xaa1k%SNDWDl9z1dbz|Ji
zp&WaD461hbYpyO04?IYE`%8-vUclz=vG>^^^1p<<%#1ZUXe?aRa$2eT2F@!l5Y-pJ
z;bM(KQ4Z7cRMHKoCf=}JP>B>$feM<boDO(YvKW^_#mSaS>u<d}2C_JtwTV1IrVljR
zSe6btQuB+mbsT&9!=S=n1HI+TAWy?0J}DP-7&u5}f?@Z|vM&6}Av4J1L|qXD5FY54
zj6xrS)k4brxbdD3(rc&uhaF^NB1vVqo_zb7v2f}y*+&6h+&4f7urF?Hw)O(}MMb3y
zL{xgKTh$;m<_>xev?c|g*>xZjEE!o;8SCmG7SR54#2Nq`shj|9!unuh4IZFbmRrHK
z_a!1NGzvR`BP<kJI%hyn%f1)XO%`MK8A=A*>8Eqw(D7bGbVR=ojO=&Mkgf!8jDori
z(Zt6zf)Du8Jh+HN!AaEnd_cD#gu)j;cdCD4A+`t|OAYyJBtO63dkZa;8t6QoNAO7O
zl`+F=J!_BQ2L9qHH1kH`TjyfriZNxd8FnhwAxb(?79TH##PpAi_eX}%n}X6()5*o|
z?O?nW&{+t{h3z}g&%L;zk;V&k$lOM8pAS&objxyPvq-m{>stVk#pj#FA3s9v@G>Hs
z(rYtGsS+EFNZYNL`)o(b-@BJ*Af>K8ex=lR2bj`^EkgjVxxi|HY8`G7vf6=;Xo)+*
zT^{wK%g$}-p6ZsLwcn1~0lf<%C>`J<<WDi_W?rdz>u9(i`)n?PVy_O=tqc@~fn?Q@
z;sI5H5B=#ym5f#2#}X6^IqDOz(-VkM8)piYcop4KmLd{H9!c}>6;_(05-zQmn+{jl
z$3vrX(>du8B5%VX&f~0nn4bzz!JR|<ezf((EIV8}T#YD^9*@T|3?6$pio-&hd$BN%
z!xmZ@%P&AYsdrG*C~!}?dRy^3Qe4o**VX)i8<JZJlFBcd8O!N4p!}c%ZE#9!Bf+0g
zmBh#wK?*9*izD$_8~Y>T+qcR2K-0*j`xM5t{6ZdRySY)`8{jgyrezj4;ak+cS)3$^
zcYV@q&hP2&gEu_(mO-^#np@C6%YP&i^c55uj78-moXi{x+8wxHk*9g;l#NVQi5n}3
z(RVm!7tvCv6mM9OeL?!Ul7d>GVX~Rv8p9zeH4Nn+9l*3Ow<*V3pop!j7hsjKFX4p(
zxpO4KV-;%p8{Jh3!W%Z^-d>k`@1ANDF5pxCxfc7=9q!eH+3hfSqcxJB5KZjOo9^wK
zr_0Rs!xLK+C)M#LLYD!hgyHbxUhF^H`#~~W;Vn)n6kP;gx~5l<)_qGZR-Q+6xP+tC
zCygpv4)ys<1}KLNJh^CA1TBaKMWe@Wk)ju<h<iAE+z>>7^)(b>8h8M6#BvOu1lDum
zgZ>>mvFNyz11T<K({*yWa+V7H4qw)suHQpVSG~1&uXzS7$T<g6cTyl#)IgBocq$q-
zv+!-ROa7k(ML%X={O=xS2+>*<0wrn}5!s5bXqPyDHPAp)X?9fK&pU{<5z1r{LUyV8
zeu__h0j_tlUfBDS(3XOuJGIND5*Wx5UdBf~ugsDH4KDR%%?o3Z7%#(gjX#VY2@K+L
z>w+$l!5#!}V=T#7P7B?eNETNO{n@Mvh8QeGCm?9`+9ZhhLyDBzdQu-M*@0l5pq;lT
zD`1|R!^RHesA`oVC<trCm!0F^z2S*=N2i>Zg}5<+cSm(Wtu3Pc<Mqnw>oK0|8+4!V
z&A$;lXBsk|@V#rs-cYm-L`;kF{JJL?(kZtFzqh~W+Uv@3VY7Q$mRor%B}WtWqub%6
zT4s#Vq{8x|*O(KYcCR>MWl3Ho@}MQyB`gN;Yo0ENcz?p$GXW~H$Hxh5i?ZLgABa-2
zNeRri?CnnTpF@0?Uj0mpj4VS0zX<Ys28zMJT-?9;uHZcG%t-aq#HO*NSE^$MF9#Xe
zDH=YvL7BZTgFqer_QO}YrmC52s;><-?+o$Jl4d4cP*Ne&?0op6*tR^p=do%qdrwAZ
z%NlFWelhL*X(juu@~q|cz68=tDvyeBwN;HYsnS&+w71SLgx|l*I<2sDo5y9dAXe30
zU8NW4XxqlV1}p>9B_%aO3U%%@nO3QA--m5dL-h9H6+8SnS$Y)2g)BRl2D(4La&t(W
zPNwL&!udEZno&Ha`>f=p51UiH{m!P|+YvQ6og3<zF>*ckwFhwhi6m5e_n?x>S`wZw
zvNy$1eQ6)YA<|~ou4;{VEw{~<A@1S7$GQwLdcUns*xbx@)URWSmV$Ik77=%8b-1f$
zE@9SR_z*k(!RZF!6v1KlDcF5EaTifmCfM|)^j+vPkUa<%y0e5i_LGdb6<c(cX+S#5
zQIc$FPtHuP*7JsRzS3KXe-vu|`8E>d*^Qd*u#!7S^Og{+^A8D=8veaETy~%Eqx_AA
zNVS8Qs#LY#Gz6TcCo_i=jKwa4>vn=}VJ@bnA7xm0TSSKjZj+)~sqLH-2!a-a>T>23
zmx5VzVYgU%ToDxU=Cvcs3lW8D8^BXe+<>|YVk_s4NTX0%UWK0WsQ;a_%q23q$#EMA
z2^Tcuw~^j#b`A#phB3e+E|h=hESj_wThc4K8^KAZ*Yk>o{iCIJ@;=?nuuM6dmR9zT
z03+80S{=hv5BD3AqbMh9dwRllKm$aDQ*0i8=<x^ak5bw6Y)h6H88&H!e2UQSz^qq_
zSlJKbF6p$AT~f33NdK11<lML&VprjgfvSG9zd%=iXa3j_<YMe+Ev<GywQAUX9yIJ3
zuYh>;?Ur}vT)sVz+i0JVyP-xmkUUQ0sRNyiQJ^Pcwrw+>xpcGEH-t_V!^`NU#>wsN
zr<Pl((|650p?JIU81l=Auc<roOTtBrkqMMd8}x?G6}s{1^qns&Y-ewEJ`%ij7ye@2
z5Y=|ft?ijaly+Hl6^JdlU-#v#St4PUsV<C3d@>u;>V3_D?*al%d<@v92=A#nZ$fp|
z!d}*`PY#rIV$NaInJuAH!#|ZQ0{Ab}4ULb*ZxXwFAMHN1F$o|bHswe}!wNGNRTuL>
zQG3oxhEX2LH6ok80F<($Dsrpen8`RK+Xno92E1_*k*WCP$&Yb^&T47YL2Zvh`8sSq
zgTPZ`%<@!sNII8Y!9|wRg`j5ryZ|gS;?ze1TiS&(XRqIV-GD-z(~71$hV18D5NW!F
zHHOc5G#g=;V=L|k?|h-%*h|``HC4}BwlJ43o&RoOZ<uG%$X%?UTDqe!-K39lu|xbE
zHUppM1Y|8=_e3O|i+19AS>)!n7mTkScka12&t;{FT7J66-q~Ndy_mY8jd6H4F~hLN
zlNbDb|5g<FY8AT^Rr*e%+&Hu5VYg<`V3$lk#lxsH>4e8RW(0}UopCKIrqc%&z|e$^
zp8ztxM8Zr^gY*5U@6sufk)aJmy1VhgwVtL{IvM$#jZs;k+207#XE8$Y)SlfEwyy^R
z?Oz$6rm(2#V;`?|${+KhQ{$7$R^7{BQR};4GeXs)o1tCbh>Ghcq-qQLez!P8SoZx~
zkmD!L*@ya;FA1m;QRgB}@<oLgU+XI1Q5ggopy1Oc1huVsJq!X2Y#g-}06X?cFVTlx
zEFoEYwFZkxWne5Rwp3?*EkWP#`P#%;+Ux;ceM2eB$%`ji$fd3jt&!}_+_RM!sdBbS
z4<yTu4yonn4x%=puw<s{F`cV^qX}uZhn2XG#d*v?PJ6@Y-O+PTsiP9h5})}CF@J8N
zy|l)oWTDAczC5;VCVGA}kox2R$o?8`7)d1J=;@c;OL(O_j;h$k_1G7TT)k=G!^zFK
zh_{C1jXRRl_ePtgjOVNZ>`*4*CCpNrkL)fCG1ia6h)F>L!96d3{%O$LO+7qeuJV$E
zE<HS|IsDRKp9J|a#)}(g=JtK?zn<tRk!{Uq7n)be6sNDfg;`ci+;d7Y;i9oUGe302
z7W&%R)_H{DZ?rx74hzk+{tOA<V77YJ14(_^EY0mf+Io?#(!q}z(hi$l`-l`pXoiH%
ze1SlV`gw-Mx70%F9f`>g5~^l6f6{kO`xn=75wDkCJi$koF|og8A>I?PC6Tm6N76H1
zIB#syPL@3%;RMoiOy@%!e8rv5&S_oZdGZ)f8$Gw>?b|Bdgcd3f>KlEJ!nc`vtgklt
z+@{z{?+K9_Zzd2uuM$M<t`<AVUR-LEJnvHz+m+gqZ%tiCUqu~Q8-~BYGsLt~=T+mJ
z+@f%9n+KP~&XZ=#dAq{TSdUV6z4*f_r;^&!^pzF%qz=mw)et9s#r|U5k#Qqwik>zL
z`xb$8i?&<#WH~XG@PUcT7|y2}LN;Lr3`R^Z%a>01qGdV95IEkgINM%Kfzv}H!78<F
z>Y2G)tS`CvXRBCKyJAfkdHuc?8Q7uW@v-)ij3}9H8QX1QmEDMM90y&;4$4%DZee4u
zyJK%^FD|Z$-plK-h-mOq;(Z|}7+6d}Zr?iL;-Fay&UBr=Z4Ts^cn__m3d>gH10n6p
z@mD6Yc^Zs`SFIpjxJi43_PwBf#HY=#_)B=4*2|*gO7uNnpv5;rY0@#jmR^m=;N-?{
z9w>ufVpJ_8d@f>LzPykxkus88&WM{~-Oy52pRv~vO*28Xu=SgfM4@-6nJ9%@G$pU1
zwl$F&r#5~bt=0SNK<3ciL@QR+DYB|rvn@CCum|bm`B}pd*2&c<!;ejGQ2TUK+wu~g
zrs$vDZo{Ju$W4#qo7EVKO%{4exF7{;ffI1e5CPh}^4sZ-g~(M6m4BLce}H^W)@P#<
z_k1zIWFG6NxuN^dvGF8zX}?#F3wk#tTrg;d)|o!mZNbPdk~u5XqoVqF1QeURp!FVl
zmrzeBdqbF4q@g1(Ov@pi@Iv>j_{g$HG;_xl0xtd>O@t35y!9GgzlcQ*E#h(9c2p##
zlV)x(b?SJ6O~Tnc9EK{CM9s@nLnL?sg(u_O=19O^29F`Yq&#q^y3{S2krY>Q@il>~
zE$^OZcd;j*`UP5hUvF5eeXj_FDCaU6d6(O0l~u9Y66&%S-879yz{S#fjtN5~SN>Zb
zon1@nyvXz#db!w}AA2!XgbC_>Lb30!w!1~w3VS-v66)^0rN0-VEcdi@Wo0`Aw5}B!
zw}R$qdx|Yb#zVBIb}D5W-=;bD`J+<XcNFGRX8X7R<%+2|*C!XA6WtxmOsyc8(uMK8
zAce5}NbO7tBlm^oE}7J?ROc)y>6VUVImH(Hig@uqYVRn<(I3A`@GC8SeNFC_c?gHv
zfS4KPIJ(QLpf)lo74=~CBF<4_Xq0yx(><SN!i{-+ic*?!XZK1ech@b;WNJcHOJ<5N
z2U!_Ri))`WR3KA&`WcmTTjvCky>US!cCwpB#q4m9I7_KzFn6`wVsLW>^{Y4Y!qwL2
z2~f);-#>Cxq}|TgQC*5G+z;QLB~!cRj<h8?NA(y_RaPj_QjXD=Bwn51Vpdybdu&M4
zW89ZE{uDd~JY*B^dLR<s(&sEUlE02CHePJTzF#O(xPi^Kk7+5HmM5R4_i6FnCz4X0
zj=fyCgtPbJql!(`&Ay(mmAt(qQ8_dhG)OeJAB<IRISSAc)}ENM=}9-`y;t~!K2n(z
zr3Th=Qm!Sc<r6RR17&E=*~QY>nYu*hJ*e-em^fRkK)vB4WXxc7Ds@_^e)f`V>)zCR
z%>YAs9wFD7d>8X4rK!VrO_iGj>$j~U&6Eq-GiPD~h_r_2%6=y5zs@LVAuY{4Ut+NG
zNZ+zNrN!NPU~-cg^ZnFZ`&qB2*0D_t$r|poh}Y>9yWHyt$DiuL7xp~`3y5j9QZd!$
z6<aF!xkGsBzp(7xN^249BI78xETOBi#LXy5<PmD?DF`jDcaErhD8BULq>r?zLd~a~
z`K`B7Jp}|O)U6WVWPIV%PM|hkV%dle$L`}Zd`htqMijel)8zb!ZE`1FV?fN=k7JT+
zc9TxK@vUA<<3RR0UkIJL$M>58@e!uQeIHjXQJJm5%(?jAJ1EiD`Jey%*-A+mCwG`#
zpFmgnkd1lLmGYqcl!acn<VQJGbT*`WJMh^Z1Aa6$b1~yK!^&GI*(94{)=Pmgt$s=p
z#b&Bb|5TcM&=6S>W%9h%CYU;7-*zGaMUjkQfFZ9&#8B0y%{e?zcfOEx+_{~+;-y&s
zB^1TN<JiG1D+(S0EIbKT*Ja(8BvkPNLC@4iM0&n-&(<e*K!?6RrFPL8Cz6$fms`#J
z)AMf1j?y*?RsY`5vo0~IA-;K(-x9Ij;|wL7^bA30J+~XO-1W<_WBdqkLN``cEX@mg
z<|q3)OARWMEpN{|89J9(#s^L(Xb|@^y%(vGDcolXC=RqztGVuMu55`~XZ}(h$i=D}
zfvrX)OQv>5->%QrN@b?D!nVjgVD1yX<hn`9K(<9k|1-5}iJlH;Y8{mp>%#3qw&N5p
z=yJYp8J4#2aK8<Iny@2V9$V=0pfI6uT4t;8rC7{3PYjp#yzpJRZX8rY4X6iROqeY4
zq^#qcR=asJWbnaos->a$e1^NK7Lk`GM;U+dhm9f17oV~Fwj*!yO;#1q?zyy2-`5f;
zksKkbtEyMGjGpopFRlz3PIU;s8;gbLD!gK}Sfn_;M;Z8LnTeWJ|4jbk{qjllLV|Ry
zZ|%!<1~eoIHdf7a$%lwVnPl`bCBt%qUq~TqG&Bcq{xYUB+xIlOZ(0mR;0!t1xWy<-
z6S4&`VzH>cGq6;{|1wKzOs<M&fW|<SKv#NFnDN-`6^|LEocAuK4P}&N!3B-xm3fS9
zRM}MeJ)Bc-9!Pvz4XWT9F<UGQv;|Gt4#rH5jRG=botYhqTG3;#vKud}EE-g2IiDZ9
ztQs1+1McIx+~nD}l~!dWzZ&NcB?__eZvl40Ob;V4JFA^JG>#i?{E=~8?%^NB_Y~6H
z^|vEpwnR&2`a8YpQNi*WnV)>aJPeFqShff!_jnm|^vCCGg?yD~EDXL^y3K9*R9^MG
zv9Tj_;6_@OyLFDXb(`=gK&eWWsWC?R_hzL{-LykrVScXs>Ak_6qao<opVT5#BpUkI
zfs$8Y`^wJBtU~B>JQ9kNbA1ReK~Uq)O=pqkPL4jepL-X#zj*pEy)5)bv$2$Qrcrlm
zey%U$gSE4UN~-c7QwQyoj9vI=Sx~)OPsFo3)W+pzoij%G+ceWvJLav#1mB|HQ~kQL
z*B;Dl&`oM3$9TN*4DL|m%eOA6s^9OGq>^Q;Mmf?SVg};0kd|q)Nc%Zt-?E9_|MZ6W
zwyuyyGowTVD~$=%`ECa-TcEDsJF)7Bfm@JeV#-%T4g7{IHigY`lApaA4`_38ffA~g
zu_EGEcioQ%Pl|ufdSJRnO(X1c@z6%{N7iiN2m0HI^P<5a6mM$zBx`Dmp4A{?qGJ$6
zMm(6i(i;UN1B(>XlA@O|Wz4=!T<-V)*aUNP#~oX)F86dR1Wwsr?nZxM@}b0z^R*ic
zyY^3=O$HagLIYzc?ke$gy+J(yz;)3ggjj`39|UD`m!iEk-t;IW4Xu1pQq*~I{&Iv6
z*jzohqv1y%WjAb3mMxv6ixrZ){-7hhoVa;BX?)#YhPHuL#H`OLYSq_9YIdij)566m
zeY&QlC+|x~bGxC2dK>+s-UeRJ8}Vf$|1gjAC7;k$0~tdi)8KKHg?uCpjtRY)QMi}C
z-%XxZ`?yjs?oks1qFP(%#;sCRP`dRrkB@+^hb6UzQ1xzo(WTGZeSWC*Tbtt@=~<6}
zs{Jt3HXl!3bNjWG-Lu&TA?C9e_2!K;O?`^gRe!Ltrd(C4`7|$*il;akXj%IT_n}96
zOKSIN$x9?Z>FGD46=%2PDHa(wc!vY$3%lR4PVzY;4Hh8PnA8-}m#&8|F5-BnyuMAb
zz?s5%+|xQt!_u>KIn*Oji?XBmqYz`}k-OY52CRpj(;fT=>p?(Z>~%MF;Nw)A6js9o
zQ6^MTvL{oiXy?Gs2pO`%sArT9FAUm*uHL(1A;bxZR|s}K-V?Ye(=!piGBYJ7)DF{j
zDJ{JdtT@QzvVz6^u}8R_Xbz8fVt8GBWIGhY3>XbooDgwL+ttldC(2|QIWOpWd^K$=
zdyJW1rXUj?VG`m`6{fy)x!pEpUn2ZwU2%K2ON559NcpREHly|}f6DXCMe^pB&Ac&7
z;*$G~XtLR}dVQ;a-EPQ6p#S0<cdJfGuFh9gfo8DDB3+2F4}EDL7a({)5vO!>;i+SU
z&LwIrG<w~;jjzC^^?*!P-Yt@HmhDHDr;3jsy(v<#3V(B-YI3*j7A80*I<-#ZZCikX
ztx9;UZ0WH~z1NHG-|rdYW@zJKwa>39*2vlDsTvLfZr{$a*twF6m_w(={RVVH=L?E?
z8=}*&Qt{l`y660|wdqCfE69w9pQt9Jvu9NBb1y^K#Y=|f^2IKybhB4OjS=;sx{q3n
zJ?AIfWXEZ7?~dnqHj3FlQSZ>r$$1}2pt|nV(B57;Ulzhg!qwfEoO7Kc6Vq~I_V#=%
zO@msQiUBQFSJ2j=Qj^GD=OdA_MZBDi!K8ug6&d^DMN5+OM|YUc&P<}4ir0pecO(3z
zM=4uH>08xX;?q05N&Ng3!zLLmXeCZoE3JO%6Sp?!Q}|EWRBflVn4a+5-OiHN)|bsB
zr87S9QvzjuhPF}~wfZS`fh|%#EUSJ4&A;mT?$r=1vvVOg=xj8f5>%KC8E=2Sc3exh
zN-N3#Lg`DBSOqQ7y~&UD^U7+Cc1jc@(ixe7#Ua~QbJn@~9>oP($nNBmsY@qsrMvLY
z*tdV*g-SmQmiz|YB4!261AkM(fn<!C0=1Fps_wihEd4I}_X^eO6Qj^No&NIH`t!me
zdx=eqbpN{e?+Ua6g)3)Uh>&*<c^S3X82{YOBJr^#b4$=`r?j|6?HM#A8fAiNDpr1w
zm_QmKbo&#hm;QO&Kx$uth|5%)LDbj!_6;OMgy`@F2vM_v)NvQScoSfXo|nR$7H%#h
z2c^D!>M?TJi=qn3=RE^C8%-x=Cq&1{HSnmK7c0P@<+^9kd(rdX0s(qQ(H24R1Mu$A
zwW3l3B*Ixj)6^erzF|&!cz={A<P!hrOKiMxZ<MYSV3sI)HB+_l?Z?0)qH43z$Onci
z6ri5v?odhjsw+<Rr$0|<2o+lC{X$ssw%9MkP+P-}$urcXSbFc)+9wu8liNK$jHQ8`
zvwF^mymb(#MO3XPKY#6#Iox~(C@d_QO9A%35H+*S=o#c;8x`~1dIzaW4JdK1U#Z;~
zz}(PhkyXgIc<ts^#4PolO4dZ8md?vnw9uqLzRAa;Y?ykG(gO9tI$*LnkNzVqCPgE3
z(_@61Kai`PqLk&4N>K3^3MhW;Go#hjPg2)Go~{09%TNQX_pUt}ePeQWOUH?*`i9xq
zl^zOl>q={bB`aLv7;-NnQH>4;PyDS}TB6CsRwL6k&Y7#P@dHJzKZF|aAQ;*f?^p%j
zdxb($2{Wd9?Q6-?3eK$sNjogr1))L#H#`O7c=>6)b?xz}czw(@%)j``6SqY)^*XAa
z=UBL^pl)rR&KOOCvJFJ|5}rzy9yfi2t>fPa$#Qv)We^i;5>d7JMA=brpxixTaEI{i
z7v+*CFA8J%kYm2@retn^Bz;~t$RN*9e@?#eO@X5c^u4HqXZP1ys5PlDLv5>Phc_QX
zH<-c#``!qBQu5NznX4S0f=@@e;4}#09jS})6imK#i8m8bWcU(8PP1_(Z2QV<ru*cw
z?yQuu-$WBg&9{OX@jQ4QkUr$1tU`wdHpfZG&-#3YMsIlvDvu8PFcJoRx4bR9<y4$a
zEz!@CQGAckrx8@&BY2a@3#c#mP6vJ&(F>9cgqStBL}5xdSK_&J%K4+QdhB@FizPN^
z=?sajZx~cj{>^!T+ld$71YeH5OYC(bxvF6IyXA;<NFhTRE7K3&Y~zq}sk}#Vos|pD
zBB^zAG<LBWzSM;TOBN*R(t8|o^7W)c?5jWdk2_28!D<tA`q5nFw;oN_y&W|SV%dQt
zyI)UjmJ3yD9=V1F;k}LX=DPZn{J^vrk`6^l0Ro(S+CX71`W2@|?$WqG_0OEHhUVjQ
zJ{qO&t3~1&W%6vDoO>Gn&2p;B!tZO_t=IG=NwG*uiM;WdJT&up0u|qAd~A&P^t>Fe
zQ++-kO)h$N%{nTJK!MWRulQ_Te|S}PmVD=uSWj$6>0E5LDq>9U?<kH63BvBDGG;*i
zNL0ugCpX``QBd3VLslqn!$!|k-tbkBUU5nc{S|$kB#YN*O3yo*eey`?u^5XKZ6-X#
zQ~>#B90J9KM*6MJFV_Ca&*@n<PVP&)tl}5!zCtrdbfk2aa-0~~%k|02I!=d?pAl5_
zEGu2l^ZI;jMV^vo@)HG1lo5Xl4ZYV!GVjG%D{9^<hr9YAsna)@Shx0DGBZ_FizR2r
zX`OvLrV$Ztq0v6R2YL)|mdv-`RyaAnzCCP1$I$U8H|wE3?gGK{KC8$N^y>H2%{c6w
z;0mX>x~Gt#9pdCSzdNOs%2uD;>721_V1LPfqfEnbo?Es0mcBg|oy`zG@Kh}eVguyP
z%-hFu&T(rhrC9pyL+x5s>-EOY^(t#UtqT*Xw?mt^HIE`2PLJa*yu~_bK*dpF7+kw2
zC{tLG=XoslOl#6>H=zrqncf5{lruCTk;IaL(8qP{zvfS{Aci`jtX`S$%U`oK0DXPz
znbyU?9f{IisZ)Djg6STYDuobf2=ciaOqwrMQ8>{yd6c?y*>z+Q`XqQ{R4Pyfm_cK@
zaAewH)b|Lqp!L<e?@K;j)W4&A=dt6eTMb;ovh(Tot(Pg)GR1;UIMAtuK5;Pa?_q9F
z61RT;K$d{(s{Zlr^WGHIS7|_9VG~{B)fOApz`mEpFSO5G^s}s=<o%+-LHZ?H>w*4B
zVebn+W_G_8%EH<tQqv+>Pl&3Y=^v#3=xq9Frn_J3bx;o$>NBl5;aK=|Nc`|J-S(m7
zxSHTGtn$#-agBqkaoQy`ywwRW#%xoCR}t3!&DTq(Wn0zXMX0nU`HTS|#7x%gYDm4N
z^yf1i*nrN3{{CqT=R1ziwej7wcgG0tXlP@&R{DN?bHI$6p+*C`-+li{TaCz)uV!4?
zrkBRH%gD0hdu2Zx^~^Vg<j{|ur;?5_Np~Tsw;^R{+ADCYl_(ACYBmGdMhx9LUQ~OQ
z_`2=lF~URK+Qyw@VQ)5ALf3z(oJ8CaFwU(2$U!lmx`U-4K7kjB%lCK`O-h-vijGGv
z;B|WSJSgddNq8NspTE&cMcrB)y#ibzvg4?cq&H{lx)a1m?p*x^DV3o)Uiz-n&PVG^
zdTQLpcfII+fL#zKxNOk^H@%!d(_g;2$Sk*(qw?((6Z9{f@@$mnJuf*QqJW4+0Mhc$
zsFmTbu{@3zQPJl9Vwh{w6FZr&FCN4H1Qx-0hikItooTWJ2qKCHNWB1#(*Jz#_wqoB
z5zhqVF&emQ!Ns!%8r%0}W5|P*GpGZkW+7f`q?G}vYI8?{De{N+Be4q<?KG=ns>cZr
zVNk8OfYRi0<LWtJHn?tIi{l8|`>Y>Jy3$D{Rrv8`x7Z4)jya_1I>3Alb<mohNtckd
z7p9bsx(sXW_rgt+M$3QEu`FzFC$kGQ0>I#j$E|UKTo4*MYMw{00mqT~llJ+J<_AqX
z;(B<q>ydKxhYeo<fQJH{rt2&=_QABdmR%#wlfq}(r?j>m6UM*6#~c*nj_VHO(wB&n
zfsl79($LAb&ZtP}?w<#eujWc3%b%jO0C1!m>ZYP@S=Iao1k#JWmLHbiTY~?fD8kM<
zl+x{83)5O^x@&JP6P`7F7|h|uC=K&5^~cavU<el>m)@>egG_2Jh*u0Sp*_!BYq>ma
z9R}18e4uEc6mQOWp|k}sJF(|<{`e&wKW%M`1|T$!p1{>KQo^9C6d!4f2G$r`(-C4d
zcB`Q?Pvw(ICUu%+CSCiv;R_Rn@dyd=%cH{w2*fQRSC>7Uj@!T1h9er@ck;m><g!{B
zH)CbwXz8jZo5MKncL3E9f17+*v_bv~tAPyJ@&IkKH-goXA^8`#AP|>`F|+jrSf|g?
z0oT-cH)Mye#W7<<Vmmqn+o7>h+eIvOKS6;@Q49Atqj-Sn!3X}TtDXUf(HR`}-vG>L
zw`Y_&tUAe_)RJN}lGDx!V(GqXrjz<@RLatQtpEf@G!VS;)_G#3*xn~E!UWx`be1|?
zsW7b)y6Rj_T}j0u57)F(M(ARgHp(gXbmh2~nHWn6(EzzzkyN{PghktW62TB3qgDKk
zz?+MB2DffE!<+O(m4j4``RUTR;DAIO7C`w<qhfxfx_UCip%eLbY+AuB;^8vQbrQcx
z?s1Z*XE@xtb>)L)rVQD07Ogv%{~3|;wzBUwHG11^(qZnlE-o-j=-$qB)}C*XMxcHZ
zXkL;RWeyiPe31xISRmnFIsX`IyAt52fUeXi>ic?a)HIu6*q0shn6RB<N;GfDsdRf_
zaNQ&Wc;P)&w3Iaf1V@JL&@w5{4TzNkjUNpy>bEu43?~|}2+pWQnnFi7ls2{mwX8Z4
z_Su-5NYOkmF3eze^77N!j~(k+xAw<;!;(uv!g>)-sBT#NUtFakF?czpd%m`Rh%VoL
z;`!fC#kk}7B*sB2=yhMC(8#8<J$^vMyWkLkbkeP8yd|Epxaonuy;;*q-nl0&kK`pq
zZqle4o$p2BJpj;Wb|l=wvRYwG?E<HHH*O{amO6F$7XOzHo}O;Qz-=?J>fCGbpG!KJ
zDxdI0PN`O{Ifqh8{0@)5VuKHqWY`1+kN+DhUZJzn%<0BRKY3W<JjN0|cQJZif3~8@
zNqsh7zqu(tlp+?(j&a6N-JYo>rJrhEkV$%4acV%U;D<^0pfAlq*yv<&1<u(E1afsd
z__0!!#E#Qbt>I>#u18hVA=|}rEn$wbLc74fGKyWaXL>nPFw*RuJR2si@oeqpNO!49
zK+oEc)X1OU1@oGL;Q2z%p85R8yCDuA$KO~cHcN5NEk=5Hn=f`yGHhCMH>H^;r*X<e
zOJ5Qr;%$fl6?2O`;ig7wbBc>eaYbiwH~wncI1nDR!Z(wfCoLuQBRY|CG4UONZuM=a
zpwlS|vfU42q*LuD`)-<YP|X!EI>ul<rroM&w<LI^8n`{!Hmx!2jjN@#REIf|!y37j
zZ<0}VSk5?z^_qA9fNj=EmOqSm=*J}`jPun5wH#{HepK8Hc|=vxF%aRj^*}+(P$G65
z|2tO+Uh@aMp#n|3OB92m@2qf{BAJS`cgk$$A5IsucG*ynW?ZckTdni$DE;g?7Qidr
zBV(VQX63cmGB7=!V8!!fSUzNWvP0h`TaHkUM=~sVEqT*eo4qN5Mm@!}#F7@C6@g#r
z!mqqlwkoC`5yqLqrFPvWo*|l`dA_f!YTaccJ^A*Qvf689KBCBN-De~@orzfHKmsY#
z&tLAa&D$wT-kWkdj62BU>%hA>QrTe}?fYjnA9Ixw6Ttt>x1!;5n%wB^vs8s^S`Gti
zeU>9%yiOUC#i#!$JT|7AFeehGT&C%HBhjJjDH{5E6al_j!DPQuFz4W)LM(<$m3LoE
zMukdMCtq|B!O&{4VyH6X`=j|6vTEa45OlRfqU3>b_pdV+8^>Q}G?bOCb&%aK!JWH~
zCqP=?OVyZx$y_XhtG#U=8I{RRtQWppU+tyo`ksP)-^<1zs+S<WJ(5YI!jg=NSY54a
zQqZEEQpHN~lU`P?3QSw0yY;1xojCH#yweeo^KSynRlwUuKgyat5`hGKa2}7Q+>IE>
z`0NCQ#2U~R!8;4`Yf7lFKS2L~mj&XAb&UUd7Z2BOwW%ZP{l7o{=d?Kt*+-uC>qkH<
zKD)2{Iq}Ya6$%bU>5!=ikC=;rO*M3mnfNGY@~^+~=QYwE!dLyj7yUCF|Igw7zY#sm
zi2k30bbzS+zcu=QyB-2La$^4fj5r73NnopNne0E&DI@S5f{gs;WA1dF9t8hdtKbgS
zyZLSO1C~CJ2e1Kkj)mA2#=k!EZ$|UyBjRF^_EU#JJK@n!?!<8g16c-WMO~*?%}<ie
z1lh~pI1|8yo9BN1m)-F1d%{D$;uXZ)4XQf&_Hi#xgA*(%qV*mR(pnViydcz*3yxO7
zJTIdE{kMO<F6gJj253&aH*kbHg?JuU0lA#xv1j<A6euy&fc$L`!$YF~86z2G^fGeh
zPDQ_&zrUjl%YjG%;(}OctC@#L<Gcjy0KtIdt^Xa1Zj9IUHQC)S{Wt$Tz>$;n1qQfY
za$f<YT)gAf?qpH@>r2m7ls}A%cN~4ygF_hMn}t}6Q6C*lL>|{^R$Lns^es&l%7u6a
zb=Yf;B$vOZqLb{nhHm#C@AW_9(~0M*-yG@zmq-uQf`@EIn;>)c0SsNc)1rRa%m10k
zgG7rM_Z`JUVr)vy!}~g1wI%Upx>4%>A(}9Nn2XCG>w}OhaOW|F8jjA_!4r7#;R(Ec
zjLwJE2zY`I4(Dpa^$!Sn8nxJ8M7MMUi}ip1Z6)$=EB$Wl{pa6a1QCZfTs9d+N^V1N
z<Nu`i(1$hl;lKQ(f7g73IFvm;Q`Fo4`SJ&ECoqqPw4XmQq|}zdqQuV2wpo!oq8asT
zuP89X=qasyZDl<=^wyMU&>3?tt<wO;9Vfs{x#fFi>Ha(M)|S9|Uzp%HHguF~Ex?AW
z0*>f4$bbV!Pw?mdUS_&s;feoQdaX+6AMMODBhm@~`lB?)gBud!YDo4amY<(G!wIfR
z1iU#47HtW_qd;LUdh?k{HNTdAjDShY#L&SJF4{VM`TD|%Su=s;jXnwNAV7u)(+u{a
z)Jyz*;EK!?yaAne4P&_HeP~~|1wyePkma7Yn^b{{((OFBkrVJP&tlSL;k3)vr~4e?
zVf`Lt0dcsZ7X_0}|Fyu0Pm37rAbdm+3#$R~5TaxNUt)k<2sTnbc$8jzp@>08>Y8dg
z>G9?|8fnczu~a-1vZct~lk09^=*=!>rA-as^>}$&AbdigYe@A1gT<<j$J5DPFb>OI
zjN;0a=PO#fHdzgx<#eIutoy27VcVo_QlZa)SK8o%cNM%*&MRqH)SXOkI(hD@1`egT
z=1b?l)&b13%un>ko~l0|NSr&e@iJaN6G{ed5Vc5DQwnVmcSAVKBZ35XE)1DI(oyjm
zKP<sIq3a>33?Fz#a<uvB!e+=_vyFS^RL0a2G}u(K(}~Rtso%4hMyFMTmEMR5D|<&9
zpcv}aM~W+76OG<#eFbo5G8%@-A@o3~rHDCN0y@Zj;<8V_zL%Ssxsr5P&w=Zcs6ax0
zXS)0cP^P1&&EZ4@O=R7oYDv%GrIMGGQYR{mNvbuhRLBv|l2_mwy?j>7k6~v<Hk*)z
zuG&J^wKpo5z1f&>gP3(6z{LhQAf`Wg!>BXuq^uzQ5i;bj*lFYjIjiIue4isZ>&#;`
zyk0(#GPq&CI`IvRN7=oWtAAEuFc^|anc*O1Ir5aG6QMwy1oEM$6%?ni^Fyx-kctbK
zNl^5cvOQGW?b=IQM3l_jb%=wiev&VM@F7<gkOOr<BGD8F7!)@6TY95^74?v<_#d|6
zuUE`?@l1oD3S^oQqSa~hsvjwnASb;TM;$LkAcvX%DyWqbS4j62)-|(H@&GAWGfE5`
z112=J#Fjell2s=ldAKDAJxuOjCU8`<lG*xp**Ht~)q#ir9BXcJ^qd366K~J{y{%oJ
z-LIGYUFt((Wb2R94VRZdau^%9TwcjJm75U&nr78&OCrrI0eEvJsb0gi#&N_e+W}<2
zf4plOkD!X%z^9lhJ<UL-COZJ~%s0h(OWK1J)7;Au+siBvyY--U{r~zp^LVJ&_y5Py
zf+I!J$5N`Xgb^~<2#2y{&C*!2k2OT0L#f1A%9>K7kr1YgbtKA?BD)!TWh;A1q@;e=
z?VO79eLQ~s)jl)tx$kR#Jumjgij*p@v470aPkRc0y)9Gs-47Dje!nYKcaGRcPf)`G
za8;Frao};)Kr&>X9M`Br+`3b+RXg2K5w1KPSp910LYtmPnwZ_ANG6^C40_3p%)OD6
z=3}wP(I(@|h@j<BHh4MAM7<=>U~RUIKC2_RA-%)TR{w#iwkl%{@E|#1`#2Tp4=p-*
zY*{S+@<Iqd`O{O~=}><4!oojMbz*wkoa)Y)CVtE|<jbgfVpv+<M~v@D*i38(x(G21
z<uk{JO`j!atcm?Y_4S~XbBz5^>Te?o(<~rt7zDUAo58^km+IitO216OHHx3ZY|)a@
zI)ZP97F1}-Zp3#gv<U_t&Bc1azVCi{Q*QsK={`9R*iK{zgA^r5yte^A^s{00%Pyod
zK(TLweD^9Rn61NTVLJ&$ZFV368wP;3*mHmi`+39R<jH%0lFBX$Te1lVD4EoElOWSG
z1;o4>B+s#Rsr{}hAVLchVeN+a=@R_e3Ljz!W=I@cuw)sfjsdmb$@R)v=Y!|0U?}pl
z0t1JA>;xkv9ZeKfgT&X}=)yqk?!P=PoP*t|tdSfOAl>VDiXHt34>^<RnuN96_5jKi
zQv?gI0pg1b*%d|&yJmY@LS$ivW2apVj-Fklb7i$Vg_kwl4`*w_2{XR&*V)SUXQWh8
zk-`y(7F$P#j3@2j7hZNi<6?#pj{|1%#VSt#t*5}$AG834{*@uK>(Wj-I}SJ>?S^TI
z8n}(zj-mBD0Sa$ce;jzQ6ER?39><6*|Bfk&HQvD6W0f25J5~n!qiWzK9Nev3Ng;r!
zlwnmAns9fOaRm~U{)wSl;$XAV`#(_=g#)n!cB#M)^Kc-W)aJb(Vfhc>Ks9|cxF?FM
zCgZww{13D>)J$k=;vqvClaN6gAL2841FdJn=qRHB=SL(L+974HVOpB{3}9x{M@|4&
zVGwqu8!UdV`oZt@c;4((=vi1FbJ^jFf{;f^kMnfbmNjq~6y!}K$EfT;US%?3F~ofB
zGd)hpJxmq!^d%6S@u9*68YfwYsA(eFC%~f%^)3VbNUD^IRI6wPr-mDZEC{I*|Bk}B
zCL}no%7&!ip=u=J?<4HYEN)wQus>ipW@Ub@I0q46y%BDm#}wDMj|T`jFtwg@EbFp6
znJNS>lFJSPg+a7oezCW!(s_FTf3Kv(Dvr)dAo>N)NJ`6<1FIaR&ek$$@zg+*n#Z{*
zg{yKd^?moHa(c#!R-VAd2q13ebD(0XL4Y^s=3D=RKL4&y#;QQ$vB(ITSaru%>}eXj
zLT`d>*YCrh8hT!+8SS1&y4sY{sM>PipPdfqx*hV>)l#m7mje3@!eJ}%D>>dwI4M?(
zfEhFtu?4Yn4H8yXpT;?-1q=~qVLQ7tEUH#gqsM@)a#^ebHE%0`oMk-`&6gKw^ye-C
zoeIn6*Qz!MmdvYT@<rW!Cc6O#i`P>~4-l_42L`~>lJ@GSlGn4>=D{~0@G$=XG1_!5
zT(e|iPvwLBc3lZ7CcA396?n`Kk$(9P_JfkqJh+C_$`CCMf|A1Wt7K#2z}=Z;&(Z-|
zkB3h;#4MQq6*@DIW(-e1fQY&`Z4Tz2OL<Zb^R6+7NU?t6?=GFIBmeBp`S<xH?wtkR
zWSE|859Vc>vQh;wLI=YSeX}!-@OLYvS11Di=%^$Wkwcerfm6C|x*Z{z{ca5*xhHqk
zVjZd8tY$OO0QA+i@-TG{L^jR~Oxp8<*DSqU=iX{Z1dS${U(nDex_a_sS`nXXaFs~5
zcp5~qETEV4E(5JX4OFjt%c)^s-!-T5sw{sxW?664qILEX+OPyRxMgM-Efb37SCaiS
z*|nd5Ed$)Vpa;m(2az8I8|s8?$3^;$PUS;R4T%D6y3;h};=#+jDRp@zxmd09iB73A
zPgk5(LEU!eKy%OOyUM>#{y(9C4wNm$G}pv>T%2W~;jV_LW#<*xWh^jx$JE@qc<5B$
zuqyS1C8%|4z@&I2Tb6m-Ey9?4>e+EfG5anlzuqTxV)o6`N_^5dY~NKbylw&U`vt43
z-$C)kjx?@K4di^@Z=kysLQ+!K$;NFH?;$f<gq?0~*K8Z)a9S1UYo9K9d+T-Q<d+Y7
zk6aNi>TB#(<OlPz*q&VJm~3R@{@B|4>H0wg%tj~be+#eA{b&XD!b9K)+|bIp=-(_?
z^+k{Kz28faRq?^vbK5Xpud+M&H~Xi)`oFdXLG2(Up>hoG(O)Z^9MV{wut5AUjr{0i
z;wj}{zi$}Mv;y@~7>S*|xa->!dfffDxVw&6;Xw_x3j+Z1<cW#Mi+1!JxzpSADxt0$
zA|tvMW&jRsHKYP>1_&KR`2${WaW>aXBb%6E*19PtgZi#WF1KRIye0cl0BugJl*AHP
zuanpD_^yE5UD{5JEZ~7-oQ*75r}Iyz6|t|eVuW3co{z3;E`18k{Tc3n$?=m6MSArW
zei`?5{{F;BiF4J=!q<yq>3toF{uIndfzP2xcZ=^H08W@qzd))=aCz!}?pO|aN7FJS
zsF$)hG}G(;fDK*s(nL7w`>R2#?=TeF&uoLndtuaC@{ab*raC<`vr`;moa7F}8Xt2*
zh;!MSlHP%}Uq;a84W6@X#cf?X6QYh#txeEo6>3O7Knbcrm*?E)o0L=OnyN&M_q7z2
zBU*gUHMwo_dZ;dH`XJsp$7}v`#NI2L#PVUtnVZcw;VWqKd-^5r-&SlHh*E(ZSk27P
zS2qy&z&FO0U~^inmHU150dp8*3cfRg<ea@?tXlKB5_)1>;Z8<5<)bXe=#GGNOQGFV
zsoHiCVZI45s_TiBZl$$``@0sOYi6nE1Wldab55tAy{zH!_-l|S&Vru&AW|KaT)AEA
zl7CEuI~&V9D$X{#=a^dXgD~$W3>&YrwgC1(N-NgmWL(kq9c_ny9hMdAU%pA^y?^J#
z#2@*;o%WV7RYt@J#Zh5E_|s+&%?=4{TvL7&Cgg6H)T6g4?jDcH$i|f#6E$I%St`*3
zX^;^cmf2SksT<jR*#lt+ZlmWpfLuS6CSG9K$nR%Z2BENCbOK=!hLPowYK-02<qP7m
zN^#g?vR$k4w(o}x=&0<&#H=5v<{mZuux4|KZlLur5-AehRy@wq`>K;m7}5Jy>Tlp)
z@gW9n;kEcjHO9g1FF2z7VoF~HHPTg<U|`SFKH`x@5$njeF9YvGTqLxL?_Iy7PCN_D
zfq=zo?#dHKbfY_ZU408hJ{YQfj;r0D<m!oI=g7uXYhe<XOlg_Ru1}k;Hr?Z}!$|;e
zHG1B1&jd^{dxn4cGP*-chW1z@1cD3qr@lV@Wj=%OWt4s}3>%$zQPNb}SkNAP=d3zu
z09H(HwK=!!&v{4Y%24*CEKV!WwA-&kuLjMIe5p9(8@BHbTE{1=5?F8IaO2q&M1o?`
z{<xAj+5fOsMYcplRsV)8pvc{W5pWbg;unXdiS!dq<P2ql=sgx60WU6t<XG`GkAv`i
z8S;*L5!Kcdx`n$SK*vu>L-^d6RjHYr5GHh3O<Vzp9;|(k5ohyr4{WfwF&A;oKzmzH
zyvUB@e^2COO_c#@J<Hpxh@+4q!i4VumwHn}H){kQ1D21oi>uIKD8(;~;_(&$_Y?<G
zvALaj(S||_VwHwb%0g}@X)*{I*=8JfaiyxH22JE>7wwP{vcVT^KHBL*%h+PgZZQDX
zo9tNyk>P25tG?!v<rWk|*K2O=h$PW$FV2~)P&^t)&t2*@bjvZ30ovOpJuJ_W#5yn*
zX9a_o7O;t2jo%QB^DC*ZwR$(=QBxpg>TYO|YE?5TqMRbtIo?SVp$qctWl!qlTyL9O
z-;$F^L&WiS#Nv$~Xv#cY_vT24$06A8s{fN$R-6h`n+a&6Eb-bEv+Z5}M@goH!CNBf
z7SvwkYlLdT*-OtF2S;x|A2#eJnDI_B@?&wkRqv{<J~DAOjNDM?6tIq8b*l)Q8O{(z
zbPu%1Wu+~sxWLfKAWV~NhKxNEU+`i=mwu9k5@cCKFv<{mVLW;J$2XT9F!b=$Gb3*f
z9)N^||CI+<xz}$#6}9h70*jZLP@@Pt<yO=lYs81TNM}x%)S_`~?mC3g7;K%m4Lq$o
zdGSYI^?JOLoi|u=8ZaXpP^LKd=G$$rE2z#KwJ;`2&5<)MIueC;;&nBtwTZf|fLz!$
zh!EGE=AwIb)#h!ldG16A5!qfsMzwtHkMRrkiqC`ejp*(fhhtbEbMdk(?T-^BoKx5^
z5pH#B2B^n&33{?pjT%&yBuhPfPO4wKwwZb6eD~9wLrIhg;I*d;M#-}qMa#JBQ(ds!
zBk`tQnxi|7gX0>F2C@Pj79pRZ&)}&}2n_A1S7zZ8KF;TNu3_2}8!Qpnr@bmfg>10-
z2)Mtw7zO3u1m*k{QH0PX!m<Q4IWKcde#=W!hoTVHHff3HruIcbja-tQ`?>o@(q@%j
zf6@0cxBm8=%q)}~-9~EZSJ1hXu(&7rO70Q!OOQ#X(YUZrJYpn^v#{zmeGT)jfIkxA
z(YbqcBT*%jzCOy#;dGg8M@y37-8WtHAB|Ct?s=wYgS+>2R$tN1W$yeYo~bUyU=Dl1
z-bMfAb*Z`Ooqfh`R?7$T&t&_zVeA`5$KjOif|%f3-#}teg-RyYPO!}|8q7f|Sz7J^
zj^hEK!uo@Is$qxL!RMKG>Bl>RML%cxF5lp9nF^#8Vegm^^J3TM=HUNZX;hV9pg(M^
zQ~$jH0VR<#yUE4fA#*ohGvTdi#<7N{p~Y&EP^@yD9tUZ}aOCNy*q22!ma-b$F=}+J
zx(iI@@Y{QV>npswT=vhlFuMq{Y?FOU*nZlB`5{cd(_g3PB8~L8Qfsn-SI=iSuEMAR
zpvFb1w1l~$i_)(nX1KAu1O7pAnH0Zc5#;UI{E@4+8J)|5Y9=IWMTprd!xqriK{bf?
z?(kjwRHjoFACQA%5e#wleDY~A=li`^yWp9`d4KshYM1Iye=%th)lfut@MCu$`Uw7K
zJBC2lY3+^4N<E#D&p!UQd**b}+AM197GxfZ@5(x0)89Waq(JL^rp*u?c{l9Ky1vNO
z<>yW-w|pc`l}ik}xlwOI43so4G-S>wiEORC_{bu0vJrtazCl0;fU-*4`i95OR%e@|
zd^^C+i19%-zMK4d`$)qq$hSAUe!iS`2)5esl%4q-QpjphFr`_#=(0A>YuoogZeNW`
zrf5@h_2@|Xu^}4N`&gXDqx*wJpD#Npmd(Fe=sS6`PU19GGFzQ0Z89s>4S|&>L<;Xq
zI)9AGA998~R`$bD#*`!Ykr#sF0Fb*_TUQitz4EZahH;;yGGX&HAGTU=0OW@OBsljK
z-zn?fTT2<nW?`(E(v&|<yH8dv8)vc=Ha~wqeEBS|*O!7cFGy0H^|CWCFJHrJu^D7n
zV`Gx7f}i2`)BvX0G7NiH`#&)_52xxw_m`JAem&21q0U>%VD^0_FH0|efEJ#}Wn5lR
z(41Lz)P83N<%|PohzQjLB^?U)O@U$FnRugm!oYr_DHH<=i44Afh)$9Lq*c?uQUA8e
zfPR8}@@7hGf@!Mw7>3dh2@_-qUYjINj31|3_~i;wKRkjx6iw4Zh%!E-*fF0uCy|nw
zKie-Vj+GrP&W~3~1+R6Qin7Ok{RUH#1{qt@UHvsb6@@eoj<{?A23KfLu@9xsPaHgY
zU2^wxT*idqmUHu8pm-*ii_4cg1LdVY6}-P|zC2#pjbEDCOVL0A19iY&l#s2*%YFyA
zl9=njSeNlq@#UM(e!woqhwg-Bd1B<~Gur0wKfaHtBs+~mM9PVleN~fnj!&F$867s-
zCsx%8m@0cba|=bJljqcgWr2W?k=o}AGgZcF?na_oM;E+nw;tJ+#ugJ+X6{}Fne9a;
zL+S*r+u6Fq%>9w;s_izYs>JY^`cp5la=uk_w?^2jb6_d)B6N&TdlhZM(^b=GN}D8~
zSbL5kUZmu>N_kVE8|^J2$+WB%of3?NM^Axb2>7BGn%vfoOBr=|j=DGudDJvpjKx!X
z+Z7HPXC0^5Rdux$>4nh~${cAuo&#IS;(y=fYTE?adzzq^9L=XddAOf!bgdt1Q(?<J
zKZOzXAdDbZyOJm($B*NSHtCYYYDORcH-PS*ol{$|y)P7qx$cY7g!#9vZx{h|!%>su
z-u^6u+Zc;v!8Vr0iHI4)1i}mFCDNnkBM5{3k&xulMf)(s8wP*HL(phl@$z?J3oraY
zTdxFhD5)4*E_D=%)G;h6r;l5Sks103YEFGV`Nf#Xd)ihtO}XxghuuN{VJu{1SSWk=
z!+s(?lo+7NAWFPoZG1(oq+KLi$Vac#!{<eiUsdqTsoRCJ5yKFYn2gy9=G7j4rx{h_
z2);q~t&zAs={Y@{-)2i4U1NFvEVew<Q*t51%1<t33ZmAqVN&La_{#lt^|yBoY#hSt
z?T(Cx*Ow$tY6$sY8{FJ@JXZw<DBm|^4rMJL%U*2ZT~oEsKaA?4yCY?tmpQ{yyr2Eg
zg^4Phmz7>T<~S~>djKDi#0o`fo!HEH@tUG*y%m9TFZD9=h8!7$qJ;3{`^JRJt^67y
zb^8-bj)-&#Q{xirZss+R7R`MUP}#;NXk1XKW$C&y{-DVZ(Df5?c8pm6MR)bJgzB=Y
z<sXLE&LmwHQCy$zc~ADaw1L&=kTidT)T{$AoE+TU3kq_Ic0Oq7FwR4Xtv8ezZq8@*
z?%&{R-h1O>0OE$LT_b}Jafq-#dmM5Ur2`ya*A|~Tg+f1UI$f;bUGy7c+sPD4;NlAT
zl(8$!^5kP2AytXW|Eajqjr2!;=W{{bYu9Imy25==-Pp`=Z{+*Ow>M92hQ5&2`#tQT
z8<?yfCOqo6w<(EDG$$bjl5DI-W3x9JRe~ByZGXpv!fMzfx-r>CjKhz*2sN$<Rra&-
z#kQqYqny6KBgL)?8p@t}2k>`Oy{nmbmlLLBNEhi92?SvyeY*8Zs-8a&`!+5^?Mavq
zussp}IPXJe{5YNT?xo{cl`>8U=W6Ebat}~@gD!(1KiL`-Vj-9C^MzJ!Fw_(2%qQ&3
zC--VC{R(eX*|x^MnXNzcy^Un0;YPBq9$?tWXZV@Cyc1l`EP(A~Yv;#U$b6r{97%fh
zmm#q{y;Y>Wb3sVpsT}#{4l*zkPI2>eO&@SKrQXc{EYNiu#FQ@32jG2ad<H5XgTTj@
zZmYU}mKNlq{^QqYM{g;#9CKdxWjUXjB2a1nb(?PIpP+`o3ZIE~L;NyYd*co9!{y+G
z9${#C-rEq=S|QZ1{w+x}N*%zzDdr3={yL0M+4O3Kw&U52bwPhxxOhVa%2`>M)kInB
ztH(;47%hA&KRs=6b>N=C8c(D84to4u)cV`6ezhM%Cj<n#Vtu&-;h=>>Z)6{8F_n;S
zinpSrFp~DQ5fcOv1c$OneFD?KO?9J?r|?4$gpBx&4?#M$fm(48XjU~)73L{F<AMt}
z+i37xUW)<*=;T7x^<G;#cGbJty;2&3TC1d705}fYSf@5<igN>1K6w^Zh&+IJZU;O|
zCN8+f8BC~`HVc7$idL4(H*lk@$oWCq|Co86W1^^e@0$A!FDbkSJ}Gg-P4cfccWBC9
zw0u*b>xRYWY1E&%dhlZea{y!>a)bKrRi4z*Yb&jZiyPSPQ@^*J*wm>M3N)z{fzODv
zhjc`j%26KNZ{>x$7!V&x%O!J6LbJ;Bz5Ezj@A>PCg|FKlVx-8p)x);wUpEn!<)|<J
z2DP2X&=0`(Z$g`JaDD*Klpgeg&JHUed5CpM<~G!?ifT~;hFMIgPP{@e2W9n5t<Rr2
z48lQBssKYKFZ=tUuufOovjmTDhb&~Fh4*uhZG#m`tDZ4DhhtDy$0hBk|Mi7KS(KZB
z`Z96;O6?<;+re~_cmQUG4N^3ZiVx51pczHjQt&L7EOi%Gtcl9&gYbT&r1US`qTfm|
z6h2eJ0!6t$IhwhgG==Y6@fUG-k9Nhb`RuJTs4&g1z`d#+N;t&`-E17|F8tRD2y2{^
zgzeNuStu19<pJYmsG$b+Ol3bf(@lN#>jey_nJ@vsQ(SU>`W5O?VSZ?r?a?jop#cy5
zlIVQ7EZjTC9?>|j%p|k>3o~shKQGk3UjYqKKYI^fTKE~B!Z%aI&%n$^*$@PFt4Uoe
zX9z7|A#qHaS$Y-=d`^LiT}dV^+_}sgs8jIL{ZYZ4w+m?N$+vWuA>bgE$h)@RO<x4F
z*t-CCG0zB$qoj}JP(Q>rCw->63l^gNfE2sT+syUL+WcdOI(I>X>?`lFpj9mVRue{x
zvy)IKm%OtlRp<F45<k$`_~ct_mGDFPaQ(u{;96POkk=KoioMy>5z2&?Dz97sr~+}3
ztjydj_YA;T1gm;+O3vA{a7kpg>f6u5Dhh|d%(B9%C!r(lYfpg-g23Vrr-b~v4Txra
zJ}(yIMX)}|9MGV<=>6d@QbhkoQ9t0!)0<%LM`Hf)XpWV)&L=}y4^dVJl@HtlwOh0t
zW^wEC&Pyf0xLmI}aBkP%vuZF~;)a@8yJ;%?lXhSS)v75+@bL|9ox|Y%#=_%Qz3M*^
z)e;JL&%L!;wGR?znEw7co>f9m7Ef-!K>S#VHL4q64SFpYOUU0}2lF?$NQAH7DOmCx
zyZg@fP2$HN3ZNAPLvS-aa;%EpY7QI$`nbrZTGH+)ec}_2Fu^U4w5Gm58}X)A7YGf$
zUOaMj%^d|gBRl$b{-+zXYDJD=6O(gGn&);S*G3U)U!r7!-aBBvWQ)P@)FzG@%%^>B
z%F1<qHePIkQ=@e#kAbZwg+`CJ$=p6K-VNNj1j&=HDkRU$^dB}F&h{}+?4$YF^l^+)
z)X5fmef0KtS-hODs8uMXCu#{BmBK_)(|abD|MPrss7-a*D1FVAUoFnqEhBU@ui#7*
zC)W@4ngW>|;TWD5VJ-y%Z3gzSwMtieXZlJX)WI4_nTAGx7r0J;*@!Y2`Ul;wINA77
zw*ZE~s75n?3CfIW7TbCqj;e#nruA3tM*}l^Vau-%QY8Q_+!(K+gE^Mcoa-@I9j3PZ
zWRHo{kf@J-+ni$6@hu0Kvp9^bO`w2xqQfjPt=`&A>VD!X+p^;REukyxuT<ps=Wkn-
zevBiQkW{?bUJ|9}`cylRXtc9XJ*lLFbS=tiew|r0i8W5*u$$$OQ<`^<FY#931s53i
z;l<<bhy0%zXVr9d2rtY71j5%=^Kh!F+dXF_3iDGYt5Yq>RGejylINFe&5v+aQj-cv
zVk7uhfj9EzBJuBY4tkEi3(TZ2CCX=Im#-G{{BvtU-Qc>IWA~~ltv)Y?dzq|0-H&_Q
ze)K=)2COWNbIf8MdpC5=t@}3;`8P%W*E?i8poep?%<rchWR=rc`_uHVV7g6z>}XqA
kYybcIpF<UeW`C@6`-4a4W8>c@>)?mBroIMQ{lta;2i`(iQvd(}

literal 0
HcmV?d00001

diff --git a/scripts/release_processes/release-cromwell-version.dot b/scripts/release_processes/release-cromwell-version.dot
new file mode 100644
index 00000000000..1753d1fc261
--- /dev/null
+++ b/scripts/release_processes/release-cromwell-version.dot
@@ -0,0 +1,10 @@
+digraph {
+
+  # Nodes
+
+  release_cromwell [shape=oval label="Run the release script"];
+
+  # Edges
+
+  # TBD...?
+}
diff --git a/scripts/release_processes/release-cromwell-version.dot.png b/scripts/release_processes/release-cromwell-version.dot.png
new file mode 100644
index 0000000000000000000000000000000000000000..a2d247a1cc69c5d292fb2aacdd5059c63391b924
GIT binary patch
literal 5384
zcmV+j75D0iP)<h;3K|Lk000e1NJLTq008j-0027(1^@s6s<>?100001b5ch_0Itp)
z=>Px}!bwCyRCodHodvKQMH7H0Awh$?1`F=)1or}h2QAzR3M<@0Dyaghpm5hf1q<#Z
zxJz(%2<~n}f6d?f&+Xmb-M*acy*FJoH!HKVvpv%@J#E*^dq2`eh!}_%=vWN&5+e2;
z+xpn>h=GU!*E`}MVjyCmvoR2fxU>5&wmxDYuEcQ+L=1E~2KsdR2Nb#eh#P+V@kjUl
z_unUp^PhhDNmF?I>#x7MUw-+;h52v4{pNoE{dY}&{P9O}{MTQ9xqtro$Nl~H-$|Zz
zOu1gYdbtTEm_SqS-o49?!)uhAaKZ`QL=#P<DLkHZ(n;MUlT6~me6q<VbN%}D(=_?y
zlPAYhPC2Cu6ZJ-D4hEuNt4_Q^IA476h5Pc$FU!)`Uw`es`R1FF^zFCbx*vY{L5Zx=
zD<+<J;$*-x_&J9_$g`5&@7uR;CPAi&6#`{4fylE6J-o+vGI@}gQ0%x;&i$W%{yCYD
zn1r(Aq!9bmQ%~)tnP!@@H2w6`yL6gy#u*hKm2elYm13aB6ETDC^UptbAAkI@`{a{P
zlAPnuKKo45xN+m$S6_WqGC*0~7?9IVH=Pc^^x$N`PBqn3C94rD(-c!o;UL=XxH5rD
zh#C&#yYIeBxDVq*Y@%a=vt#he#7NEr5(4;|X{MQyG|McrxY=f#&CNRNtVzx>lUh%P
z9znzq={xVd<KBJuT}|)5|GxY1!w=mDAAF!Wtf~P7#=sykXu?6nF)IYC#<bH;+bs#v
z@X+d<2>`-}py7CI0;TUbW+G)`C500zoW{&E&+Pj5@1LZ(=9<gRGtWG3?z!i7bIdVE
zx9_KJL&VJXuf6t~d*h8a+?#K{nIwpp)d67jV<xAQ>2x}n#PRI2&#r_E5l1LC29Ohc
z`st_2HHDKg$M3!Oo@0`R{RjH=>Eq^{b51wkeDjs01r}I9`@7g*T3_orj)>WJz4FQ{
zZtU2x?&X(XcCWtrs-DxS0IU@=@PGjWwA09$m5p$FI_p*6u;}bktm>@X#(BN<)>}HM
zlamlE0<h}~EwqrPMHX4aEw<QVn%E+B5)_(<SzVud?m73&GtanZpMBQ7@WKn)2}oQK
z{?GvnFTAkk3of{zBSEm;alhF~gR1Clg(Zh;Be4jOSP<B!18k!fUwm=5^wLYaWtLe+
zb2zx7LScv)2`Pwt{PD*%J@Ld7O0dkT>_wMaYALtml1nOb7hQBwU1=k+7Ij#4X1gHn
z7hil))AP?iuM5cAZ@;YqO=KY}tgwQn6<1u*ExYWps%k63m$r?FkwiZI^waLa2Oo3~
zJ@k-!<dH{IstJp;+;Ypg<(FSxb7n(k#t0Du?Z5zPLO8%DpL{Y&XfoJqvr4bF+G=j~
z)mL|`tg?z~9@^2ymJ%@nr+e<X$K8AHy>9gA(Mq%kl~!GKRYd|hEHUbv2oVEC#Q-bz
zqmMr79)9>?U3^%*k&?6Uth3HKZryd))nl%;0-8$1u*iJqt+(FlZoBO^6)wy$!whb%
zwbs(K=9+7&z^N4<8s8By&@2p~_Z~B5jJyB-`!&7(`s->xu)zi!xJ@?M#F1mw)+}f^
z5wnNogGP=V>2AF7M%DYVf7ocFjogMCZm2?nxY9POJ7c{?zyK<)JMOqc6NC*w$Xji-
zmD_aFO&h+KZWs|Gy1(qQ%iNV$Ua1Os_6b{Tv4z`gv(37VKCTD@B(|ZmFn~Ji&O7ha
z1r3fA7JJJrw{$!2ytD458}c=>a&{SnUG_KMe6yE5fS1+Pi=NG&cG_uP_6%LFGd>tG
z&|NVg1nsZB`f4w$vKM0Zq9XNYopqKM;n{e7GUD^xAZCjG;)^f#Vg=(xU+Z_>byqLa
zyWI7}2O<V~Dh9;l*B^iU@m|!YUhM4sF~=O^#pJY0=*UIHVr1d3x#k)#7ExXd{{0Cj
zoZ!XIwM#FK4@C?_40talr2f)NFV$69gkS!|6HoN4*m<CCB7W(mm%J#sz1SA(i^Q5L
z&wFCoh=GWKDi~mEdev1|d9gV3Vi)0WxZ#E>rAu$sBw|+IVZ(-bu{rjG2M_jQqg+};
zJc}5J7-$#<#Bsw988XC+@3`N3>#cn~i)B^mG|mRwZMU5&v@g8yLN{p8poR$3@>Fu%
zamT4&YWNH)DvZ=I#l&K!nL4=ey;;Xto!xTFE$;T)Z+GYj+YLxWZ@TFw)y-pEgC4V|
zfl!s&A`nP{e(5y8o_qW4w^wHk)Kxh0WJ1;y0$(nsWGcK8`_ZgoO}{SgWnLx^!s>eV
z3`p}%KKW$7@x~kLHStdJVsG8_cBEebhhiYAHI)(2#v%aP0hx4l>r<3AwHhyC*6U@W
zSJo6(H7|tyoA=p9m6t_S$G+HYd+{sCtTuDhK{yDo#34KL;a1&1n8sj4g%twQJ+4E@
zt%UpTyUz=UQ1Z$()>uQ^QgX4)Ct_q%xHh#CCBlK!#g3-i1kux<Oa$!)+5#<#PjsgA
zx}tICh!G>yR8n-n8p%QkrLB<VsK3JwJ7~Lb1jpE<6+ko)kqv0Ps_=b9^r*r}zb6CX
zkqC#B7mhmWD7Ebu0?zwr!^>kFBD!S_T6oxDhgGb<A`zc-(n)Ubz4vxFN*5V0L<bnG
z?0tYk4mreayY05Rm*<>FAM7o-w*UV7b4daJWIAi;(4p$3vd=#IIBdDGILiW}gy5t>
z_?S_nMmf=st0z`io_oWG57+(J9((Me@w>wNJh#g(yQmr7(MKO$w%-rS;^~FW`R1E%
zuAzhuJ@inw{`%`{L<`Ch%0~2yPPP{My?5PpSNM3v<66(Kf4<;?3lwLV%kH<|eu)#k
zRfst)vJy-QxqtWFciXKlwW(TtRQ%LaPq{t!+*9Qr`|i816HZ9qR}DV|@w@)|>lJsh
znrV653y(PB2zTb0XQ~W?$#|ueR?;zGWf&9mAF$hQyE*!(-GJ}>si&UmF2DS89S3FY
zNwW(w=#>Q%#HDYw?OX=3wkc$%QI?BfORq}@CvE%l&p*AyztZb=@uQDEQVSUg!K0TX
zGKi|n1R1(#lF7>NxZ{pqW^OH)_3dmegy^+yAw)lV^yp-}vG&?)>vaiI;J4Xk8)e6+
zU+l%L8LH41b5t*Gm%3*~;y?fV^LzF_l>lu3b&&X0@%YkX8T4MFR;W7Syz|cU;!)!V
z4jicWFv2lFCCIY|^*poQdh2-+qIe8?z>}<GiW{rrvBw_M{lCPy@<J$HoLT(or=PC3
z>#5)BvAkM+ltJDg4*6ajY4m;eo!~GFKj>X|+G!^*le>ODV?yltlktLa#S%*_p+-s^
zgCm*5wMpW~u6@Ea`j_(}0IWT>8OVgv@c$nE-yM-=>PNAkC<+)6qoZbjAU?)w=1J$C
za>^-X%5ibtE*ZRhhj>qUBVx`G*3nTAohjGPIp-X`W`mM)X|T4Sln=p(7=kiDAR+$I
zdMc}c7na*2s55|IXv6vEpKq7Sa)_QXXPj|{XMZF<*qY1g>}91$$|KyPoCJ+auBC~%
z)-y~d5^q`w(<%|4SwHW*^V+Ew4ow9{Ha;LORFFWe`jbk6gKG7O->wQXL-_;v$7J#B
zv(MIAvhc%A@k>{nK*Ruq431V_d1Y^cD;6!R4(S^vdw_4ojJRk(yM(1KYgXB&iBPKm
zv6R_U6bXnhDMYMnj(mv|!Is;7_uaeHL}R}RkVi~pfN(zmEO9N!^28#nivimayjTd~
zDvEsFN5dK$5WtUcLWCj80t<+MBMJK>9MP!{6%ze}!#V&vNL`d6NE|F!2=zPzPKaLy
zK5&L-Yk{o6g3eJN(Jf^4*C;D8v8bz^tZH3qQ?>fIhinFQ8QTQ|yy3u?sTC{X$I21_
zKLqP%Vrg0b5kOD$vF?g1uF%Lb7KX>}htIeB7@9Qt4BJvh#C#xw1KrvI2OJQVZTm4o
z3ih|?uh}E9A0vo>%&ZM*TOQ$5J)LZVB_<s9=Cq%9VR-<e1j4ovTmd-t*kj$n2Oq4*
zwSMY-27hlcr`5^lpo0!_M1{18f_KPPL0wJpSi`Lj2Y4nZB25B$+C=%R`XEv!6d*lt
zjexmV2|rxV0|ZtC2$^e8PybrkR^-G3Lx782L>kHjTl{SY0vR^a%-%%=+J|t6c+t2!
z5-z3Hkhhch>l0Qth&c^(P9C5xfbd3XV1gr7a~kS-hSi)^2?5yy4?Ljma*T%%5GKi<
z(_MS*wd!JuF$sRM_0%8MW5-$bao^sJFfa|(xR-R<TIUc55E@kE?cZAO7~lJFoy3?!
z5SNBBBBlTmPiB6Ig;k{8Ao~|>g5{jZ{?)<8F<@aekwzNW3JB2vd;<eCeBR3D&8>5Z
zeVhkqD}b~!#Hk2&+~J2Go~J5hn^}#nyY4!N#MOZB6M;^$D%y2&SnXQRASH%?2{FSz
zS^%*8VSC|z2<FZTN?01c3yU>Y%Ubnog{hyc`iMM9Ktupm7q;4f_c2Br1+rJx_~Z6I
z`k3*;1XBdK=%R~M8^V~k@mJC=>7a@r9i);;B)>?;+6f4Lq|qvX!0W>R;S>^O?qO$Y
z0t``+=`~p)Jc1BetyLHz2vGlL=^!sECM|>T#{dI#>I$XZcF%GIRFpxuhL8#WX#goR
z*JW0>qAE1w8d6@Qxd`SsM+kQAx#y}x6p1qeoGidsn`b1LU`Y{Ch3Iwalv!HaA+xj>
zHB?g0q}k?aR_hrdV678@9Dd?Q9(kmm^L`}aj0xG!c$tWjckH#-UizKjv{wDeL%~6{
z`VcrGjO6|J-r}x@rJnpdhnM}K){=!EZi;+DpB2@hmZiU_i@p*rQ?E$`8oeeHg`V>x
z+XTIa<R582{nsuKxr9pDMeUc_1ZLSxV4%ximUz)kw$0`6zyl9de@l>0LYgdg%1N6U
zY!D~+=rq~CsgzM>RlUX_00Bt$WIv(m5ZNDkvu2V#l}h}ODr5OYJxG*8RZa3TIbae&
z)kQh^_Xv-7mk8H%lHeK=Q4t2I`hvRc8jd5VQ}9sX8VMp3wl%CiIff`ix2=vRltt|$
zGjeht6%f*Cdj~jR@<GDPq#&`KlK1f4vKLpiQPwk5%sWMJq;*0lsMC;&^A5gQ!p^8#
z2elKDX#B`=a5ss3wKgRUPaU8p%Bqi|VvC+gnZX09Hm+5}59&uIZW|Y9EBJmRV#Wm4
zh)m$9BbiV`z;T~vNg{JdB-vq^W*@U4F=-(+$Aq>TR3%~_L?r?ea9$RPXtlZucaP2#
z7E{|LY+=LN#{fbnN}d;J4@3?ZVQtG>M_8T}1@0hEbckBdq&;WCb9BQ1_SsoZ?6v9-
z+h0$8l!u!bUlU*>VsyfM6Y8a`KIGeMwGZ3diev1gp*c7r(QedyWlbWc24+~?qtK_Z
zDpxbcuKC7TAY!0R7zl~DO--o!TDDxG5m5FSE==S-Rm<DWih?a+TS|ccFG3)LAOl?@
zYA9iY5*0v6;dl};P*4n@X9dh$w<yizUmj7-@qc016`<Y~ryqy9uP!iZ&XcpZV?}1q
zK#o8pi!I4hZ!8-z&@2o{#7QqYZ<Q0sLgX=<t#_qsR-52x5e(8Ev3KwY*SbPSb+OY~
zA0dBsrqW8$=c%g{e!lEOBSZ`o4Fl}GF%=C{JKBis;*v`)@n{lcl~rLYlK=6MkEnrY
zT}yVALU_iY%fgBWGd=#726h`0L)n~Hc{1LL80h{Oz=i?+J1nxOJatQo7g(b_1sg)d
zVK?xvhS=OnpfCMLcM;<&F=O+J315VWfu4W??C&95tj%!Ml$BOpH!&OLuU*U<tr56r
zI1yW;gtym!JH)4x$oJwQ;v_nO{*?<BLE?Q<W)o}A#yn!6(=dPuFn`C3uQUJnfWJDy
zEW}eyopx~I2yMO_`F%|z;&da&jvcG41hWz!3y~A(Zs5Ry>S&J>171oIA_h7E19*0c
z%1Zw*5HnEznisouJmGK(f%9acLbKCsXc-ZQAA%h$_Ns`}`EO#pWJJiI9!ap@{6!>5
ztg}kIcfva2al}9?F(3ll<o}6Tgz!dV^+hd&XOYC@Qk!#gjcjGx+Cs$X55yxyO!qXg
zr)GwO(DDDoz@8P`60V1>nBCHCjORTA11u)|t09ghu*9N)(Zn7X#~N%TSZGKPFaGH5
zhC&c=8VRu4qC-<+29eBqVx#Qv9D;xmkl}FxLRqaLY-U8U@l971&m#shF@QG~ZivKq
zW_)4H#JCf)QS}xgV1PKfXdnj5&E+z)(l*>EBoSA_gBXNsV0QM_mO%KpapSZ&ku1bJ
zMF||gP&&YJbE~UVZ@kvMF~B}m?9^5DNniw2p!jq{yrMJKj~9m*-OI8l5SfL<B7tD4
z6QE;=I18CXV_+sF3IrWPN0D%}H-At%iRcZMShd9i$%z+{=0x0x(3u#3J45q9WD)kQ
zu)^Y;k|b7J1NN&-?l##Ygo2Y3k1Z?Gk$J}xaTeBDx#>*8%#!SwoX!rN%pr32HpEw=
zLoLzi;=QE_JJv?(_OjX?um6Vu^s3ktLxdzaE^MB|L_`;YLa>ho=pXu#Nty|pKnRw@
zl{HJn^IwbG_uFlWxE4x@904(tn8g_!3<}G||F<Msh}em%UK<NE@v$yR{4W$Ndpa>W
zL?N70LkFU)z`la_FyWMd#b1~ZB9V}d7$8()LS=%r$(9_Vg`*;IzbDE?dMpv!;HZ`(
zHMf<(at2p8;5cR=!q$g_&gw-F0x?^Hb!SCjzeR2d?=bfDmeS{Totzbi!Ab}vQmtcF
zH4^Q!6rP92Y(db0R!f)>+I={hFd-Bofjdi_+iGceAqN-O2BarN&Y3KY3z9Ir`UiSU
zq!G$75Q(@PCtbS2AZ5_nD#NN{gE-7>kcR`GV+1e|2RQ^%RA2&Of?;wZM-7;sl$f9(
zP@<;V<VDW8aVx~+vRG(E{nk!tS0v&B_7oF>t#%j`AiS}}Is5%^^|WKlS#9l@oE5Cv
zsvWN6lp|g<#7Z6}h?e^iiiLql#Kr25*qVre+!%<~5xG$oABY$z76u{_7pp&FYa#}6
mV;~Z7Zj{9bA_j_ufqwy{9gIGbg*QL|0000<MNUMnLSTZwm0gGc

literal 0
HcmV?d00001


From 7be0a025d7ddf8ce551ac449e610cca43288dcf6 Mon Sep 17 00:00:00 2001
From: Adam Nichols <anichols@broadinstitute.org>
Date: Wed, 1 May 2019 16:28:12 -0400
Subject: [PATCH 25/46] Fix local-disk patterns for AWS (#4863)

---
 CHANGELOG.md                                  | 11 ++++
 .../scala/cromwell/backend/DiskPatterns.scala | 19 ++++++
 .../resources/standardTestCases/aws_disk.test | 25 +++++++
 .../draft3_custom_mount_point.test            | 16 +++--
 .../custom_mount_point/custom_mount_point.wdl | 66 +++++++++++++++++--
 docs/backends/AWS.md                          | 27 ++++++++
 docs/backends/Backends.md                     |  2 +
 mkdocs.yml                                    |  1 +
 .../backend/impl/aws/io/AwsBatchVolume.scala  | 23 +++++--
 .../common/io/PipelinesApiAttachedDisk.scala  |  9 +--
 10 files changed, 174 insertions(+), 25 deletions(-)
 create mode 100644 backend/src/main/scala/cromwell/backend/DiskPatterns.scala
 create mode 100644 centaur/src/main/resources/standardTestCases/aws_disk.test
 create mode 100644 docs/backends/AWS.md

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 2cc13c3ee44..b26033c373e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,6 +6,17 @@
 
 * It is now possible to supply custom `google-labels` in [workflow options](https://cromwell.readthedocs.io/en/stable/wf_options/Google/).
 
+### AWS backend
+
+It is now possible to use WDL disk attributes with the following formats on AWS.
+```
+disks: "local-disk 20 SSD"
+```
+```
+disks: "/some/mnt 20 SSD"
+```
+Because Cromwell's AWS backend auto-sizes disks, the size specification is simply discarded.
+
 ### Config Changes
 
 #### Heartbeat failure shutdown
diff --git a/backend/src/main/scala/cromwell/backend/DiskPatterns.scala b/backend/src/main/scala/cromwell/backend/DiskPatterns.scala
new file mode 100644
index 00000000000..1db9e1e1a99
--- /dev/null
+++ b/backend/src/main/scala/cromwell/backend/DiskPatterns.scala
@@ -0,0 +1,19 @@
+package cromwell.backend
+
+import scala.util.matching.Regex
+
+/**
+  * These patterns define the two disk patterns that should be supported by all backends
+  * (because they're used by the best practice workflows)
+  */
+object DiskPatterns {
+  val Identifier = "[a-zA-Z0-9-_]+"
+  val Directory = """/[^\s]+"""
+  val Integer = "[1-9][0-9]*"
+
+  // e.g. local-disk 20 SSD
+  val WorkingDiskPattern: Regex = s"""local-disk\\s+($Integer)\\s+($Identifier)""".r
+
+  // e.g. /some/mnt 20 SSD
+  val MountedDiskPattern: Regex = s"""($Directory)\\s+($Integer)\\s+($Identifier)""".r
+}
diff --git a/centaur/src/main/resources/standardTestCases/aws_disk.test b/centaur/src/main/resources/standardTestCases/aws_disk.test
new file mode 100644
index 00000000000..9ee29bb5a81
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/aws_disk.test
@@ -0,0 +1,25 @@
+name: aws_disk
+testFormat: workflowsuccess
+backends: [ AWSBATCH ]
+
+files {
+  workflow: wdl_draft3/custom_mount_point/custom_mount_point.wdl
+  # https://github.com/broadinstitute/cromwell/issues/3998
+  options: wdl_draft3/custom_mount_point/custom_mount_point.options
+}
+
+metadata {
+  "calls.custom_mount_point.local_and_custom.backend": "AWSBATCH"
+  "calls.custom_mount_point.local_and_custom.backendStatus": "Succeeded"
+
+  "calls.custom_mount_point.local_only.backend": "AWSBATCH"
+  "calls.custom_mount_point.local_only.backendStatus": "Succeeded"
+
+  "calls.custom_mount_point.custom_only.backend": "AWSBATCH"
+  "calls.custom_mount_point.custom_only.backendStatus": "Succeeded"
+
+  "outputs.custom_mount_point.o1": "local disk contents"
+  "outputs.custom_mount_point.o2": "custom mount contents"
+  "outputs.custom_mount_point.o3": "local disk contents"
+  "outputs.custom_mount_point.o4": "custom mount contents"
+}
diff --git a/centaur/src/main/resources/standardTestCases/draft3_custom_mount_point.test b/centaur/src/main/resources/standardTestCases/draft3_custom_mount_point.test
index b107dfcd651..ca26105560f 100644
--- a/centaur/src/main/resources/standardTestCases/draft3_custom_mount_point.test
+++ b/centaur/src/main/resources/standardTestCases/draft3_custom_mount_point.test
@@ -9,9 +9,17 @@ files {
 }
 
 metadata {
-  "calls.custom_mount_point.t.backend": "Papi"
-  "calls.custom_mount_point.t.backendStatus": "Success"
+  "calls.custom_mount_point.local_and_custom.backend": "Papi"
+  "calls.custom_mount_point.local_and_custom.backendStatus": "Success"
 
-  "outputs.custom_mount_point.o1": "bazqux"
-  "outputs.custom_mount_point.o2": "foobar"
+  "calls.custom_mount_point.local_only.backend": "Papi"
+  "calls.custom_mount_point.local_only.backendStatus": "Success"
+
+  "calls.custom_mount_point.custom_only.backend": "Papi"
+  "calls.custom_mount_point.custom_only.backendStatus": "Success"
+
+  "outputs.custom_mount_point.o1": "local disk contents"
+  "outputs.custom_mount_point.o2": "custom mount contents"
+  "outputs.custom_mount_point.o3": "local disk contents"
+  "outputs.custom_mount_point.o4": "custom mount contents"
 }
diff --git a/centaur/src/main/resources/standardTestCases/wdl_draft3/custom_mount_point/custom_mount_point.wdl b/centaur/src/main/resources/standardTestCases/wdl_draft3/custom_mount_point/custom_mount_point.wdl
index e618548125d..f3b614ce1ca 100644
--- a/centaur/src/main/resources/standardTestCases/wdl_draft3/custom_mount_point/custom_mount_point.wdl
+++ b/centaur/src/main/resources/standardTestCases/wdl_draft3/custom_mount_point/custom_mount_point.wdl
@@ -1,6 +1,6 @@
 version 1.0
 
-task t {
+task local_and_custom {
   input {
     String v
   }
@@ -12,10 +12,10 @@ task t {
   }
   command <<<
 
-    echo "bazqux" > some_file
+    echo "local disk contents" > some_file
 
     cd /some/mnt
-    echo "foobar" > some_file
+    echo "custom mount contents" > some_file
 
   >>>
   runtime {
@@ -24,15 +24,69 @@ task t {
   }
 
 }
+
+task local_only {
+
+  input {
+    String v
+  }
+
+  command {
+    echo "local disk contents" > some_file
+  }
+
+  runtime {
+    docker: "ubuntu:" + v
+    disks: "local-disk 20 SSD"
+  }
+
+  output {
+    String out = read_string("some_file")
+  }
+}
+
+task custom_only {
+
+  input {
+    String v
+  }
+
+  command {
+    cd /some/mnt
+    echo "custom mount contents" > some_file
+  }
+
+  runtime {
+    docker: "ubuntu:" + v
+    disks: "/some/mnt 20 SSD"
+  }
+
+  output {
+    String out = read_string("/some/mnt/some_file")
+  }
+}
+
 workflow custom_mount_point {
 
-  call t {
+  call local_and_custom {
+    input:
+      v = "latest"
+  }
+
+  call local_only {
+    input:
+      v = "latest"
+  }
+
+  call custom_only {
     input:
       v = "latest"
   }
 
   output {
-    String o2 = t.out2
-    String o1 = t.out1
+    String o1 = local_and_custom.out1
+    String o2 = local_and_custom.out2
+    String o3 = local_only.out
+    String o4 = custom_only.out
   }
 }
diff --git a/docs/backends/AWS.md b/docs/backends/AWS.md
new file mode 100644
index 00000000000..5bc68ffb28f
--- /dev/null
+++ b/docs/backends/AWS.md
@@ -0,0 +1,27 @@
+# AWS Batch backend (beta)
+
+Check out the [getting started guide](../tutorials/AwsBatch101.md) for the bulk of our documentation.
+
+AWS support is fairly new to Cromwell and this reference section will expand as features are added and documented.
+
+### Disks
+
+Cromwell performs automatic disk sizing on your behalf when running with the AWS backend, so attributes like 
+```
+disks: "local-disk"
+```
+or
+```
+disks: "/some/mnt"
+```
+are adequate to specify a disk that will suffice to complete your task.
+
+To facilitate the running of workflows originally authored for Pipelines API on Google Cloud Platform, Cromwell's AWS backend can also interpret attributes like
+```
+disks: "local-disk 20 SSD"
+```
+and
+```
+disks: "/some/mnt 20 SSD"
+```
+The size information and HDD/SSD have no effect on this backend and Cromwell simply drops them.
diff --git a/docs/backends/Backends.md b/docs/backends/Backends.md
index 8a74cc9dc3f..58b7fee3a48 100644
--- a/docs/backends/Backends.md
+++ b/docs/backends/Backends.md
@@ -17,6 +17,8 @@ Cromwell distribution:
     * Supports execution of Spark jobs.
 * **[Alibaba Cloud](BCS)** 
     * Launch jobs on Alibaba Cloud BatchCompute service.
+* **[AWS Batch (beta)](AWS.md)**
+    * Use Job Queues on AWS Batch
 
 HPC backends are put under the same umbrella because they all use the same generic configuration that can be specialized to fit the need of a particular technology.
 
diff --git a/mkdocs.yml b/mkdocs.yml
index 44746ac5534..885ac85d5b8 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -52,6 +52,7 @@ pages:
     - Local: backends/Local.md
     - Google Cloud: backends/Google.md
     - Alibaba Cloud: backends/BCS.md
+    - AWS Batch (beta): backends/AWS.md
     - GA4GH TES: backends/TES.md
     - Spark: backends/Spark.md
     - HPC: backends/HPC.md
diff --git a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/io/AwsBatchVolume.scala b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/io/AwsBatchVolume.scala
index 5724c936bc1..d66d3bc3dc5 100644
--- a/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/io/AwsBatchVolume.scala
+++ b/supportedBackends/aws/src/main/scala/cromwell/backend/impl/aws/io/AwsBatchVolume.scala
@@ -32,10 +32,11 @@ package cromwell.backend.impl.aws.io
 
 import cats.data.Validated._
 import cats.syntax.validated._
-import software.amazon.awssdk.services.batch.model.{MountPoint, Volume, Host}
+import software.amazon.awssdk.services.batch.model.{Host, MountPoint, Volume}
 import cromwell.core.path.{DefaultPathBuilder, Path}
 import common.exception.MessageAggregation
 import common.validation.ErrorOr._
+import cromwell.backend.DiskPatterns
 import wom.values._
 
 import scala.util.Try
@@ -50,16 +51,24 @@ import scala.util.matching.Regex
  */
 
 object AwsBatchVolume {
-  val Directory = "^\\/.+"
-  val MountedDiskPattern: Regex = s"""($Directory)""".r
-  val LocalDiskPattern: Regex = s"""local-disk""".r
+  // In AWS, disks are auto-sized so these patterns match simply "local-disk" or "/some/mnt"
+  val MountedDiskPattern: Regex = raw"""^\s*(${DiskPatterns.Directory})\s*$$""".r
+  val LocalDiskPattern: Regex = raw"""^\s*local-disk\s*$$""".r
 
   def parse(s: String): Try[AwsBatchVolume] = {
 
     val validation: ErrorOr[AwsBatchVolume] = s match {
-      case LocalDiskPattern() => Valid(AwsBatchWorkingDisk())
-      case MountedDiskPattern(mountPoint) => Valid(AwsBatchEmptyMountedDisk(DefaultPathBuilder.get(mountPoint)))
-      case _ => s"Disk strings should be of the format 'local-disk' or '/mount/point' but got: '$s'".invalidNel
+      case LocalDiskPattern() =>
+        Valid(AwsBatchWorkingDisk())
+      case MountedDiskPattern(mountPoint) =>
+        Valid(AwsBatchEmptyMountedDisk(DefaultPathBuilder.get(mountPoint)))
+      // In addition to the AWS-specific patterns above, we can also fall back to PAPI-style patterns and ignore the size
+      case DiskPatterns.WorkingDiskPattern(_, _) =>
+        Valid(AwsBatchWorkingDisk())
+      case DiskPatterns.MountedDiskPattern(mountPoint, _, _) =>
+        Valid(AwsBatchEmptyMountedDisk(DefaultPathBuilder.get(mountPoint)))
+      case _ =>
+        s"Disk strings should be of the format 'local-disk' or '/mount/point' but got: '$s'".invalidNel
     }
 
     Try(validation match {
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/io/PipelinesApiAttachedDisk.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/io/PipelinesApiAttachedDisk.scala
index 105f08609f8..3ad1a967399 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/io/PipelinesApiAttachedDisk.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/io/PipelinesApiAttachedDisk.scala
@@ -5,22 +5,15 @@ import cats.syntax.apply._
 import cats.syntax.validated._
 import common.exception.MessageAggregation
 import common.validation.ErrorOr._
+import cromwell.backend.DiskPatterns._
 import cromwell.core.path.{DefaultPathBuilder, Path}
 import wdl4s.parser.MemoryUnit
 import wom.format.MemorySize
 import wom.values._
 
 import scala.util.Try
-import scala.util.matching.Regex
-
 
 object PipelinesApiAttachedDisk {
-  val Identifier = "[a-zA-Z0-9-_]+"
-  val Directory = """/[^\s]+"""
-  val Integer = "[1-9][0-9]*"
-  val WorkingDiskPattern: Regex = s"""${PipelinesApiWorkingDisk.Name}\\s+($Integer)\\s+($Identifier)""".r
-  val MountedDiskPattern: Regex = s"""($Directory)\\s+($Integer)\\s+($Identifier)""".r
-
   def parse(s: String): Try[PipelinesApiAttachedDisk] = {
 
     def sizeGbValidation(sizeGbString: String): ErrorOr[Int] = validateLong(sizeGbString).map(_.toInt)

From e04b1f86999d5f7bf246063b99ba7c164deb3073 Mon Sep 17 00:00:00 2001
From: Ruben Vorderman <r.h.p.vorderman@lumc.nl>
Date: Wed, 1 May 2019 23:00:29 +0200
Subject: [PATCH 26/46] add relative output paths change to changelog. (#4878)

---
 CHANGELOG.md                |  6 ++++++
 docs/wf_options/Overview.md | 16 ++++++++++++++++
 2 files changed, 22 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index b26033c373e..281ed72ba17 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -129,7 +129,13 @@ services {
   }
 }
 ``` 
+### Workflow options changes
 
+A new workflow option is added. If the `final_workflow_outputs_dir` is set 
+`use_relative_output_paths` can be used. When set to `true` this will copy 
+all the outputs relative to their execution directory. 
+my_final_workflow_outputs_dir/~~MyWorkflow/af76876d8-6e8768fa/call-MyTask/execution/~~output_of_interest.
+More information can be found in [the workflow options documentation](https://cromwell.readthedocs.io/en/stable/wf_options/Overview/#output-copying).
 
 ### Bug fixes
 
diff --git a/docs/wf_options/Overview.md b/docs/wf_options/Overview.md
index fc396c5e331..7313b6a8d98 100644
--- a/docs/wf_options/Overview.md
+++ b/docs/wf_options/Overview.md
@@ -94,6 +94,22 @@ Example `options.json`:
 }
 ```
 
+With `"use_relative_output_paths": false` (the default) the outputs will look like this
+
+```
+final_workflow_outputs_dir/my_workflow/ade68a6d876e8d-8a98d7e9-ad98e9ae8d/call-my_one_task/execution/my_output_picture.jpg
+final_workflow_outputs_dir/my_workflow/ade68a6d876e8d-8a98d7e9-ad98e9ae8d/call-my_other_task/execution/created_subdir/submarine.txt
+```
+
+The above result will look like this when `"use_relative_output_paths": true`:
+```
+final_workflow_outputs_dir/my_output_picture.jpg
+final_workflow_outputs_dir/created_subdir/submarine.txt
+```
+
+This will create file collisions in `final_workflow_outputs_dir` when a workflow is run twice. When cromwell
+detects file collisions it will throw an error and report the workflow as failed.
+
 ## Call Caching Options
 
 These options can override Cromwell's configured call caching behavior for a single workflow. See the [Call Caching](../CallCaching) section for more details and how to set defaults. The call caching section will also explain how these options interact when, for example, one is set `true` and the other is `false`.

From 01f5e19aeeb520d4d626d56a0311a2f144c8b043 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Thu, 2 May 2019 16:41:04 -0400
Subject: [PATCH 27/46] Make invalidate_bad_caches_jes_no_copy more
 deterministic (#4893)

---
 .../invalidate_bad_caches_no_copy.wdl         | 21 ++++++++++++++++---
 .../invalidate_bad_caches_jes_no_copy.test    | 16 +++++++++-----
 .../job/EngineJobExecutionActor.scala         |  3 ++-
 3 files changed, 31 insertions(+), 9 deletions(-)

diff --git a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches/invalidate_bad_caches_no_copy.wdl b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches/invalidate_bad_caches_no_copy.wdl
index e9196b362e6..767439e0abb 100644
--- a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches/invalidate_bad_caches_no_copy.wdl
+++ b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches/invalidate_bad_caches_no_copy.wdl
@@ -1,6 +1,7 @@
 task make_file {
     Boolean ready = true
     command {
+        # This comment adds noise to this command to stop it from call caching to other test cases
         echo woohoo > out.txt
     }
     runtime {
@@ -8,6 +9,7 @@ task make_file {
         backend: "Papi-Caching-No-Copy"
     }
     output {
+        Boolean done = true
         File out = "out.txt"
     }
 }
@@ -15,6 +17,7 @@ task make_file {
 task read_file {
     File input_file
     command {
+      # This comment adds noise to this command to stop it from call caching to other test cases
       cat ${input_file}
     }
     runtime {
@@ -22,13 +25,14 @@ task read_file {
         backend: "Papi-Caching-No-Copy"
     }
     output {
-        File out = stdout()
+        String out = read_string(stdout())
     }
 }
 
 task delete_file_in_gcs {
     String file_path
     command {
+        # This comment adds noise to this command to stop it from call caching to other test cases
         gsutil rm ${file_path}
     }
     runtime {
@@ -40,11 +44,22 @@ task delete_file_in_gcs {
     }
 }
 
-workflow invalidate_bad_caches {
+workflow invalidate_bad_caches_no_copy {
+    # Make a file the first time:
     call make_file
 
-    call delete_file_in_gcs { input: file_path = make_file.out }
+    # Because it will call cache, we'll get the same file here.
+    call make_file as make_file_again { input: ready = make_file.done }
+
+    # Delete both because we referenced (rather than copied) the file
+    call delete_file_in_gcs { input: file_path = make_file_again.out }
 
+    # Re-make the file:
     call make_file as invalidate_cache_and_remake_file { input: ready = delete_file_in_gcs.done }
+
     call read_file { input: input_file = invalidate_cache_and_remake_file.out }
+
+    output {
+      String woohoo = read_file.out
+    }
 }
diff --git a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
index 002e44353c8..2b22b9096af 100644
--- a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
+++ b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
@@ -7,9 +7,15 @@ files {
 }
 
 metadata {
-    "calls.invalidate_bad_caches.make_file.callCaching.result": "Cache Miss"
-    "calls.invalidate_bad_caches.make_file.callCaching.allowResultReuse": false
-    "calls.invalidate_bad_caches.invalidate_cache_and_remake_file.callCaching.allowResultReuse": true
-    "calls.invalidate_bad_caches.delete_file_in_gcs.callCaching.result": "Cache Miss"
-    "calls.invalidate_bad_caches.invalidate_cache_and_remake_file.callCaching.result": "Cache Miss"
+    "calls.invalidate_bad_caches_no_copy.make_file.callCaching.result": "Cache Miss"
+    "calls.invalidate_bad_caches_no_copy.make_file.callCaching.allowResultReuse": false
+
+    "calls.invalidate_bad_caches_no_copy.make_file_again.callCaching.result": "Cache Hit: <<UUID>>:invalidate_bad_caches_no_copy.make_file:-1"
+
+    "calls.invalidate_bad_caches_no_copy.delete_file_in_gcs.callCaching.result": "Cache Miss"
+
+    "calls.invalidate_bad_caches_no_copy.invalidate_cache_and_remake_file.callCaching.result": "Cache Miss"
+    "calls.invalidate_bad_caches_no_copy.invalidate_cache_and_remake_file.callCaching.allowResultReuse": true
+
+    "outputs.invalidate_bad_caches_no_copy.woohoo": "woohoo"
 }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/lifecycle/execution/job/EngineJobExecutionActor.scala b/engine/src/main/scala/cromwell/engine/workflow/lifecycle/execution/job/EngineJobExecutionActor.scala
index 1bcfa333b69..31d6fb35372 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/lifecycle/execution/job/EngineJobExecutionActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/lifecycle/execution/job/EngineJobExecutionActor.scala
@@ -670,7 +670,8 @@ class EngineJobExecutionActor(replyTo: ActorRef,
       case activity: CallCachingActivity => activity.options.invalidateBadCacheResults
     }
     if (invalidationRequired) {
-      log.error(reason, "Failed copying cache results for job {}, invalidating cache entry.", jobDescriptorKey)
+      val problemSummary = s"${reason.getClass.getSimpleName}: ${reason.getMessage}"
+      log.warning("Failed copying cache results for job {} ({}), invalidating cache entry.", jobDescriptorKey, problemSummary)
       invalidateCacheHit(ejeaCacheHit.hit.cacheResultId)
       goto(InvalidatingCacheEntry)
     } else {

From 787943c0eda793fcc407a3e748b56805f4a2795b Mon Sep 17 00:00:00 2001
From: Evan Benn <evanbenn@gmail.com>
Date: Fri, 3 May 2019 08:41:36 +1000
Subject: [PATCH 28/46] Clarify exit-code-timeout-seconds docs (#4905)

---
 cromwell.example.backends/HtCondor.conf | 16 ++++++++--------
 cromwell.example.backends/SGE.conf      | 18 +++++++++---------
 cromwell.example.backends/slurm.conf    | 12 ++++++------
 docs/backends/HPC.md                    | 10 ++++++----
 4 files changed, 29 insertions(+), 27 deletions(-)

diff --git a/cromwell.example.backends/HtCondor.conf b/cromwell.example.backends/HtCondor.conf
index aad020e385c..c4e65f29bb0 100644
--- a/cromwell.example.backends/HtCondor.conf
+++ b/cromwell.example.backends/HtCondor.conf
@@ -23,15 +23,15 @@ backend {
           String? nativeSpecs
           String? docker
         """
-    
+
         # If an 'exit-code-timeout-seconds' value is specified:
-        # - When a job has not been alive for longer than this timeout
-        # - And has still not produced an RC file
+        # - check-alive will be run at this interval for every job
+        # - if a job is found to be not alive, and no RC file appears after this interval
         # - Then it will be marked as Failed.
-        # Warning: If set, Cromwell has to run 'check-alive' for every job at regular intervals (unrelated to this timeout)
-    
+        # Warning: If set, Cromwell will run 'check-alive' for every job at this interval
+
         # exit-code-timeout-seconds = 120
-    
+
         submit = """
           chmod 755 ${script}
           cat > ${cwd}/execution/submitFile <<EOF
@@ -50,7 +50,7 @@ backend {
           EOF
           condor_submit ${cwd}/execution/submitFile
         """
-    
+
         submit-docker = """
           chmod 755 ${script}
           cat > ${cwd}/execution/dockerScript <<EOF
@@ -74,7 +74,7 @@ backend {
           EOF
           condor_submit ${cwd}/execution/submitFile
         """
-    
+
         kill = "condor_rm ${job_id}"
         check-alive = "condor_q ${job_id}"
         job-id-regex = "(?sm).*cluster (\\d+)..*"
diff --git a/cromwell.example.backends/SGE.conf b/cromwell.example.backends/SGE.conf
index 32b5943225d..387b5c03a57 100644
--- a/cromwell.example.backends/SGE.conf
+++ b/cromwell.example.backends/SGE.conf
@@ -16,25 +16,25 @@ backend {
     SGE {
       actor-factory = "cromwell.backend.impl.sfs.config.ConfigBackendLifecycleActorFactory"
       config {
-    
+
         # Limits the number of concurrent jobs
         concurrent-job-limit = 5
-    
+
         # If an 'exit-code-timeout-seconds' value is specified:
-        # - When a job has not been alive for longer than this timeout
-        # - And has still not produced an RC file
+        # - check-alive will be run at this interval for every job
+        # - if a job is found to be not alive, and no RC file appears after this interval
         # - Then it will be marked as Failed.
-        # Warning: If set, Cromwell has to run 'check-alive' for every job at regular intervals (unrelated to this timeout)
-    
+        # Warning: If set, Cromwell will run 'check-alive' for every job at this interval
+
         # exit-code-timeout-seconds = 120
-    
+
         runtime-attributes = """
         Int cpu = 1
         Float? memory_gb
         String? sge_queue
         String? sge_project
         """
-    
+
         submit = """
         qsub \
         -terse \
@@ -50,7 +50,7 @@ backend {
         ${"-P " + sge_project} \
         /usr/bin/env bash ${script}
         """
-    
+
         kill = "qdel ${job_id}"
         check-alive = "qstat -j ${job_id}"
         job-id-regex = "(\\d+)"
diff --git a/cromwell.example.backends/slurm.conf b/cromwell.example.backends/slurm.conf
index c123937570c..832424bf36e 100644
--- a/cromwell.example.backends/slurm.conf
+++ b/cromwell.example.backends/slurm.conf
@@ -22,15 +22,15 @@ backend {
         Int requested_memory_mb_per_core = 8000
         String queue = "short"
         """
-    
+
         # If an 'exit-code-timeout-seconds' value is specified:
-        # - When a job has not been alive for longer than this timeout
-        # - And has still not produced an RC file
+        # - check-alive will be run at this interval for every job
+        # - if a job is found to be not alive, and no RC file appears after this interval
         # - Then it will be marked as Failed.
-        # Warning: If set, Cromwell has to run 'check-alive' for every job at regular intervals (unrelated to this timeout)
-    
+        # Warning: If set, Cromwell will run 'check-alive' for every job at this interval
+
         # exit-code-timeout-seconds = 120
-    
+
         submit = """
             sbatch -J ${job_name} -D ${cwd} -o ${out} -e ${err} -t ${runtime_minutes} -p ${queue} \
             ${"-n " + cpus} \
diff --git a/docs/backends/HPC.md b/docs/backends/HPC.md
index f5d99036432..80c0969e344 100644
--- a/docs/backends/HPC.md
+++ b/docs/backends/HPC.md
@@ -48,7 +48,7 @@ backend.providers.MyHPCBackend {
     gcs {
       # A reference to a potentially different auth for manipulating files via engine functions.
       auth = "application-default"
-    }  
+    }
   }
 }
 ```
@@ -56,11 +56,13 @@ backend.providers.MyHPCBackend {
 ### Exit code timeout
 
 If the cluster forcefully kills a job, it is unable to write its exit code anymore.
-To fix this the option `exit-code-timeout-seconds` can be used. When a job is no longer running and the timeout has passed without an RC file being made, Cromwell can mark the job as failed.
+To address this the option `exit-code-timeout-seconds` can be used.
+Cromwell will check the aliveness of the job with the `check-alive` script, every `exit-code-timeout-seconds` (polling).
+When a job is no longer alive and another `exit-code-timeout-seconds` seconds have passed without an RC file being made, Cromwell can mark the job as failed.
 If retries are enabled the job is submitted again.
-This option will implicitly enable polling with the `check-alive` option.
+This option will enable polling with the `check-alive` option, this could cause high load on whatever system `check-alive` calls.
 
-When the option `exit-code-timeout-seconds` is **not** set cromwell will only execute the  `check-alive` option after a restart of a cromwell server.
+When the option `exit-code-timeout-seconds` is **not** set cromwell will only execute the `check-alive` option after a restart of a cromwell server.
 
 ```
 backend {

From 7972f210a287d947424104130b5e769117e1c9fd Mon Sep 17 00:00:00 2001
From: Ruchi <rmunshi@broadinstitute.org>
Date: Fri, 3 May 2019 08:30:50 -0400
Subject: [PATCH 29/46] Take 2: Modify DRS Parsing  (#4927)

Cromwell now accepts host-free dos URIs
---
 .../drs/DrsCloudNioFileSystemProvider.scala   | 13 ++++----
 .../filesystems/drs/DrsPathBuilder.scala      |  4 ---
 .../filesystems/drs/DrsPathBuilderSpec.scala  | 32 +++++++++++++++++--
 3 files changed, 36 insertions(+), 13 deletions(-)

diff --git a/cloud-nio/cloud-nio-impl-drs/src/main/scala/cloud/nio/impl/drs/DrsCloudNioFileSystemProvider.scala b/cloud-nio/cloud-nio-impl-drs/src/main/scala/cloud/nio/impl/drs/DrsCloudNioFileSystemProvider.scala
index 359a207d479..1daf2da9893 100644
--- a/cloud-nio/cloud-nio-impl-drs/src/main/scala/cloud/nio/impl/drs/DrsCloudNioFileSystemProvider.scala
+++ b/cloud-nio/cloud-nio-impl-drs/src/main/scala/cloud/nio/impl/drs/DrsCloudNioFileSystemProvider.scala
@@ -36,18 +36,19 @@ class DrsCloudNioFileSystemProvider(rootConfig: Config,
   override def getScheme: String = "dos"
 
   override def getHost(uriAsString: String): String = {
-    require(uriAsString.startsWith(getScheme + "://"), s"Scheme does not match $getScheme")
+    require(uriAsString.startsWith(s"$getScheme://"), s"Scheme does not match $getScheme")
 
     /*
      * In some cases for a URI, the host name is null. For example, for DRS urls like 'dos://dg.123/123-123-123',
      * even though 'dg.123' is a valid host, somehow since it does not conform to URI's standards, uri.getHost returns null. In such
-     * cases, authority is used instead of host.
+     * cases, authority is used instead of host. If there is no authority, use an empty string.
      */
     val uri = new URI(uriAsString)
-    val host = uri.getHost
-    val hostOrAuthority = if (host == null) uri.getAuthority else host
-    require(!hostOrAuthority.isEmpty, s"Bucket/Host is empty")
+    val hostOrAuthorityOrEmpty =
+      Option(uri.getHost).getOrElse(
+        Option(uri.getAuthority).getOrElse("")
+      )
 
-    hostOrAuthority
+    hostOrAuthorityOrEmpty
   }
 }
diff --git a/filesystems/drs/src/main/scala/cromwell/filesystems/drs/DrsPathBuilder.scala b/filesystems/drs/src/main/scala/cromwell/filesystems/drs/DrsPathBuilder.scala
index 0993a59aa53..d9cd2566be6 100644
--- a/filesystems/drs/src/main/scala/cromwell/filesystems/drs/DrsPathBuilder.scala
+++ b/filesystems/drs/src/main/scala/cromwell/filesystems/drs/DrsPathBuilder.scala
@@ -20,10 +20,6 @@ case class DrsPathBuilder(fileSystemProvider: DrsCloudNioFileSystemProvider) ext
       Try(URI.create(UrlEscapers.urlFragmentEscaper().escape(pathAsString))) flatMap { uri =>
         if (!Option(uri.getScheme).exists(_.equalsIgnoreCase(fileSystemProvider.getScheme))) {
           Failure(new IllegalArgumentException(s"$pathAsString does not have a $drsScheme scheme."))
-        } else if (uri.getHost == null && uri.getAuthority == null) {
-          Failure(new IllegalArgumentException(s"$pathAsString does not have a valid host."))
-        } else if (uri.getPath == null || uri.getPath.isEmpty || uri.getPath.equalsIgnoreCase("/")) {
-          Failure(new IllegalArgumentException(s"$pathAsString does not have a valid path. DRS doesn't support a host only path."))
         } else {
           Try(DrsPath(fileSystemProvider.getPath(uri)))
         }
diff --git a/filesystems/drs/src/test/scala/cromwell/filesystems/drs/DrsPathBuilderSpec.scala b/filesystems/drs/src/test/scala/cromwell/filesystems/drs/DrsPathBuilderSpec.scala
index 6deb2d697a2..713f7e19ac6 100644
--- a/filesystems/drs/src/test/scala/cromwell/filesystems/drs/DrsPathBuilderSpec.scala
+++ b/filesystems/drs/src/test/scala/cromwell/filesystems/drs/DrsPathBuilderSpec.scala
@@ -265,7 +265,35 @@ class DrsPathBuilderSpec extends TestKitSuite with FlatSpecLike with Matchers wi
       name = "world",
       getFileName = s"dos://nonasciibucket£€/world",
       getNameCount = 2,
-      isAbsolute = true)
+      isAbsolute = true),
+
+    GoodPath(
+      description = "an non-absolute path without a host",
+      path = s"dos://blah/",
+      normalize = false,
+      pathAsString = s"dos://blah/",
+      pathWithoutScheme = s"blah/",
+      parent = null,
+      getParent = null,
+      root = s"dos://blah/",
+      name = "",
+      getFileName = null,
+      getNameCount = 0,
+      isAbsolute = true),
+
+    GoodPath(
+      description = "an absolute path without a host",
+      path = s"dos://blah",
+      normalize = false,
+      pathAsString = s"dos://blah/",
+      pathWithoutScheme = s"blah/",
+      parent = null,
+      getParent = null,
+      root = s"dos://blah/",
+      name = "",
+      getFileName = null,
+      getNameCount = 1,
+      isAbsolute = false)
   )
 
   private def badPaths = Seq(
@@ -276,8 +304,6 @@ class DrsPathBuilderSpec extends TestKitSuite with FlatSpecLike with Matchers wi
     BadPath("a file uri path", "file:///hello/world", "file:///hello/world does not have a dos scheme."),
     BadPath("a relative file path", "hello/world", "hello/world does not have a dos scheme."),
     BadPath("an absolute file path", "/hello/world", "/hello/world does not have a dos scheme."),
-    BadPath("a bucket only path ending in a /", s"dos://$bucket/", s"dos://$bucket/ does not have a valid path. DRS doesn't support a host only path."),
-    BadPath("a bucket only path", s"dos://$bucket", s"dos://$bucket does not have a valid path. DRS doesn't support a host only path.")
   )
 
   private def drsReadInterpreter(marthaResponse: MarthaResponse): IO[ReadableByteChannel] =

From b99615fe2f00c9ffc89c69a21fc79fb4eb8ecc7a Mon Sep 17 00:00:00 2001
From: Adam Nichols <anichols@broadinstitute.org>
Date: Fri, 3 May 2019 12:10:45 -0400
Subject: [PATCH 30/46] Contributing guide (#4922)

---
 CONTRIBUTING.md | 12 ++++++++++++
 README.md       |  2 ++
 2 files changed, 14 insertions(+)
 create mode 100644 CONTRIBUTING.md

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 00000000000..64071110f29
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,12 @@
+###Contributing to Cromwell
+
+Thank you for contributing to Cromwell. The project is sponsored by Broad Institute and has participants all over the world, who have collectively added tremendous value over the years. This page describes how we handle external contributions to maximize the impact of your work and reduce delays in getting your PRs accepted.
+
+####Run your idea by us first
+If you're thinking of writing a non-trivial amount of code to solve a problem, we encourage you to reach out via an [issue](https://github.com/broadinstitute/cromwell/issues/new) to get feedback. It is likely we will have suggestions about how to proceed. It's also possible, though hopefully rare, that there is a hidden impediment that would prevent your solution from working. If we spot it at the idea stage, we can give you feedback much earlier than if we have to reject your pull request!
+
+####Maintenance considerations
+The Cromwell team at Broad maintains and enhances the application to serve the needs of both Broad Institute and external users. Sometimes, we may identify a feature idea or pull request that works and is a good idea, but we may be unable to commit to maintaining it indefinitely. This may be because it does not align with the strategic direction of the project, or simply due to time constraints on the maintainers. Once again, it always helps to solicit early feedback.
+
+####Reviewing pull requests
+Because pull requests require a substantial amount of time to review carefully, we prioritize and schedule them into our sprints alongside all of our other work. At present, the team operates on three-week sprints so if you happen to submit a PR early on in the sprint it may be a while before a team member has a chance to look at it. We realize this may be frustrating and strive to provide timely updates about PR status.
diff --git a/README.md b/README.md
index 79890e2ff6d..ce822ae6b41 100644
--- a/README.md
+++ b/README.md
@@ -9,4 +9,6 @@ The Cromwell documentation has a new home, [click here to check it out](http://c
 
 First time to Cromwell? Get started with [Tutorials](http://cromwell.readthedocs.io/en/develop/tutorials/FiveMinuteIntro/)!
 
+Thinking about contributing to Cromwell? Get started by reading our [Contributor Guide](CONTRIBUTING.md).
+
 ![Jamie, the Cromwell pig](docs/jamie_the_cromwell_pig.png)

From aa81565a57e342c614ccddc4bb4b5974e80982e1 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Fri, 3 May 2019 14:01:53 -0400
Subject: [PATCH 31/46] Disable parts of dockerScripts test

---
 src/ci/bin/testDockerScripts.sh | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/src/ci/bin/testDockerScripts.sh b/src/ci/bin/testDockerScripts.sh
index 31544c90ffa..6fca75869e9 100755
--- a/src/ci/bin/testDockerScripts.sh
+++ b/src/ci/bin/testDockerScripts.sh
@@ -18,6 +18,9 @@ echo "What tests would you like, my dear McMuffins?"
 echo "1. Testing for install of sbt"
 docker run --rm "${docker_tag}" which sbt
 
+echo "Goodbye. Skipping test of sbt assembly and cloudwell https://github.com/broadinstitute/cromwell/issues/4933"
+exit 0
+
 echo "2. Testing sbt assembly"
 docker run --rm -v "${PWD}:${PWD}" -w "${PWD}" "${docker_tag}" sbt assembly
 

From 7102f424b452d85b814bcc466042e95a09b193cb Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Mon, 6 May 2019 11:26:55 -0400
Subject: [PATCH 32/46] Handle null fields from Papi V2 operations responses

---
 .../v2alpha1/api/Deserialization.scala        |  50 ++++++--
 .../v2alpha1/api/request/ErrorReporter.scala  |  14 ++-
 .../api/request/GetRequestHandler.scala       | 106 +++++++++++-----
 .../v2alpha1/api/DeserializationSpec.scala    |  36 +++++-
 .../api/request/GetRequestHandlerSpec.scala   | 115 ++++++++++++++++++
 5 files changed, 274 insertions(+), 47 deletions(-)
 create mode 100644 supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandlerSpec.scala

diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/Deserialization.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/Deserialization.scala
index c4862d6b360..545af3dd195 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/Deserialization.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/Deserialization.scala
@@ -5,6 +5,7 @@ import java.util.{ArrayList => JArrayList, Map => JMap}
 
 import cats.instances.list._
 import cats.syntax.traverse._
+import cats.syntax.validated._
 import com.google.api.client.json.GenericJson
 import com.google.api.services.genomics.v2alpha1.model._
 import common.validation.ErrorOr._
@@ -15,6 +16,7 @@ import mouse.all._
 import scala.collection.JavaConverters._
 import scala.reflect.ClassTag
 import scala.util.{Failure, Success, Try}
+
 /**
   * This bundles up some code to work around the fact that Operation is not deserialized
   * completely from the JSON HTTP response.
@@ -26,7 +28,8 @@ import scala.util.{Failure, Success, Try}
   */
 private [api] object Deserialization {
   def findEvent[T <: GenericJson](events: List[Event],
-                                  filter: T => Boolean = Function.const(true) _)(implicit tag: ClassTag[T]): Option[RequestContextReader[Option[T]]] =
+                                  filter: T => Boolean = Function.const(true)(_: T))
+                                 (implicit tag: ClassTag[T]): Option[RequestContextReader[Option[T]]] =
     events.toStream
       .map(_.details(tag))
       .collectFirst({
@@ -39,7 +42,9 @@ private [api] object Deserialization {
       * Returns None if the details are not of type T
       */
     def details[T <: GenericJson](implicit tag: ClassTag[T]): Option[Try[T]] = {
-      val detailsMap = event.getDetails
+      val detailsMap: JMap[String, Object] = Option(event)
+        .flatMap(event => Option(event.getDetails))
+        .getOrElse(Map.empty.asJava)
       if (hasDetailsClass(tag.runtimeClass.getSimpleName)) {
         Option(deserializeTo(detailsMap)(tag))
       } else None
@@ -47,7 +52,13 @@ private [api] object Deserialization {
 
     def hasDetailsClass(className: String): Boolean = {
       // The @type field contains the type of the attribute
-      event.getDetails.asScala.get("@type").exists(_.asInstanceOf[String].endsWith(className))
+      val classTypeOption = for {
+        event <- Option(event)
+        detailsJava <- Option(event.getDetails)
+        detailsScala <- Option(detailsJava.asScala)
+        classType <- detailsScala.get("@type")
+      } yield classType
+      classTypeOption.exists(_.asInstanceOf[String].endsWith(className))
     }
   }
 
@@ -55,20 +66,39 @@ private [api] object Deserialization {
     /**
       * Deserializes the events to com.google.api.services.genomics.v2alpha1.model.Event
       */
-    def events: ErrorOr[List[Event]] = operation
-      .getMetadata.asScala("events").asInstanceOf[JArrayList[JMap[String, Object]]]
-      .asScala.toList
-      .traverse[ErrorOr, Event](deserializeTo[Event](_).toErrorOr)
+    def events: ErrorOr[List[Event]] = {
+      val eventsErrorOrOption = for {
+        eventsMap <- metadata.get("events")
+        eventsErrorOr <- Option(eventsMap
+          .asInstanceOf[JArrayList[JMap[String, Object]]]
+          .asScala
+          .toList
+          .traverse[ErrorOr, Event](deserializeTo[Event](_).toErrorOr)
+        )
+      } yield eventsErrorOr
+      eventsErrorOrOption.getOrElse(Nil.validNel)
+    }
 
     /**
       * Deserializes the pipeline to com.google.api.services.genomics.v2alpha1.model.Pipeline
       */
-    def pipeline: Try[Pipeline] = operation
-      .getMetadata.asScala("pipeline").asInstanceOf[JMap[String, Object]] |> deserializeTo[Pipeline]
+    def pipeline: Option[Try[Pipeline]] = {
+      metadata
+        .get("pipeline")
+        .map(_.asInstanceOf[JMap[String, Object]] |> deserializeTo[Pipeline])
+    }
 
     // If there's a WorkerAssignedEvent it means a VM was created - which we consider as the job started
     // Note that the VM might still be booting
     def hasStarted = events.toOption.exists(_.exists(_.hasDetailsClass(classOf[WorkerAssignedEvent].getSimpleName)))
+
+    def metadata: Map[String, AnyRef] = {
+      val metadataOption = for {
+        operationValue <- Option(operation)
+        metadataJava <- Option(operationValue.getMetadata)
+      } yield metadataJava.asScala.toMap
+      metadataOption.getOrElse(Map.empty)
+    }
   }
 
   /**
@@ -125,7 +155,7 @@ private [api] object Deserialization {
     }
 
     // Go over the map entries and use the "set" method of GenericJson to set the attributes.
-    attributes.asScala.foreach((handleMap _).tupled)
+    Option(attributes).map(_.asScala).getOrElse(Map.empty).foreach((handleMap _).tupled)
     newT
   }
 }
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/ErrorReporter.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/ErrorReporter.scala
index 8a82bc3d1c0..4bd25447360 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/ErrorReporter.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/ErrorReporter.scala
@@ -58,7 +58,12 @@ class ErrorReporter(machineType: Option[String],
   import ErrorReporter._
 
   def toUnsuccessfulRunStatus(error: Status, events: List[Event]) = {
-    val status = GStatus.fromCodeValue(error.getCode)
+    // If for some reason the status is null, set it as UNAVAILABLE
+    val statusOption = for {
+      errorValue <- Option(error)
+      code <- Option(errorValue.getCode)
+    } yield GStatus.fromCodeValue(code.toInt)
+    val status = statusOption.getOrElse(GStatus.UNAVAILABLE)
     val builder = status match {
       case GStatus.UNAVAILABLE if wasPreemptible => Preempted.apply _
       case GStatus.CANCELLED => Cancelled.apply _
@@ -89,7 +94,7 @@ class ErrorReporter(machineType: Option[String],
   private def unexpectedStatusErrorString(event: Event, stderr: Option[String], labelTag: Option[String], inputNameTag: Option[String]) = {
     labelTag.map("[" + _ + "] ").getOrElse("") +
       inputNameTag.map("Input name: " +  _ + " - ").getOrElse("") +
-      event.getDescription +
+      Option(event).flatMap(eventValue => Option(eventValue.getDescription)).getOrElse("") +
       stderr.map(": " + _).getOrElse("")
   }
 
@@ -107,7 +112,10 @@ class ErrorReporter(machineType: Option[String],
       .map(_.getStderr)
   }
 
-  private def actionLabelValue(action: Action, k: String) = action.getLabels.asScala.get(k)
+  private def actionLabelValue(action: Action, k: String): Option[String] = {
+    Option(action).flatMap(actionValue => Option(actionValue.getLabels)).map(_.asScala).flatMap(_.get(k))
+  }
+
   private def actionLabelTag(action: Action) = actionLabelValue(action, Key.Tag)
   private def actionLabelInputName(action: Action) = actionLabelValue(action, Key.InputName)
 }
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
index 337463a1aec..6fa092cdff7 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
@@ -9,13 +9,14 @@ import com.google.api.services.genomics.v2alpha1.model._
 import common.validation.Validation._
 import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager._
 import cromwell.backend.google.pipelines.common.api.RunStatus
-import cromwell.backend.google.pipelines.common.api.RunStatus.{Initializing, Running, Success}
+import cromwell.backend.google.pipelines.common.api.RunStatus.{Initializing, Running, Success, UnsuccessfulRunStatus}
 import cromwell.backend.google.pipelines.v2alpha1.PipelinesConversions._
 import cromwell.backend.google.pipelines.v2alpha1.api.ActionBuilder.Labels.Key
 import cromwell.backend.google.pipelines.v2alpha1.api.Deserialization._
 import cromwell.backend.google.pipelines.v2alpha1.api.request.ErrorReporter._
 import cromwell.cloudsupport.gcp.auth.GoogleAuthMode
 import cromwell.core.ExecutionEvent
+import io.grpc.Status
 import org.apache.commons.lang3.exception.ExceptionUtils
 
 import scala.collection.JavaConverters._
@@ -45,41 +46,80 @@ trait GetRequestHandler { this: RequestHandler =>
   }
 
   private [request] def interpretOperationStatus(operation: Operation, pollingRequest: PAPIStatusPollRequest): RunStatus = {
-    require(operation != null, "Operation must not be null.")
+    if (Option(operation).isEmpty) {
+      // It is possible to receive a null via an HTTP 200 with no response. If that happens, handle it and don't crash.
+      // https://github.com/googleapis/google-http-java-client/blob/v1.28.0/google-http-client/src/main/java/com/google/api/client/http/HttpResponse.java#L456-L458
+      val errorMessage = "Operation returned as empty"
+      UnsuccessfulRunStatus(Status.UNKNOWN, Option(errorMessage), Nil, None, None, None, wasPreemptible = false)
+    } else {
+      try {
+        if (operation.getDone) {
+          val metadata = operation.metadata
+          // Deserialize the response
+          val events: List[Event] = operation.events.fallBackTo(List.empty)(pollingRequest.workflowId -> operation)
+          val pipeline: Option[Pipeline] = operation.pipeline.flatMap(
+            _.toErrorOr.fallBack(pollingRequest.workflowId -> operation)
+          )
+          val actions: List[Action] = pipeline
+            .flatMap(pipelineValue => Option(pipelineValue.getActions))
+            .map(_.asScala)
+            .toList
+            .flatten
+          val workerEvent: Option[WorkerAssignedEvent] =
+            findEvent[WorkerAssignedEvent](events).flatMap(_ (pollingRequest.workflowId -> operation))
+          val executionEvents = getEventList(metadata, events, actions)
+          val virtualMachineOption = for {
+            pipelineValue <- pipeline
+            resources <- Option(pipelineValue.getResources)
+            virtualMachine <- Option(resources.getVirtualMachine)
+          } yield virtualMachine
+          // Correlate `executionEvents` to `actions` to potentially assign a grouping into the appropriate events.
+          val machineType = virtualMachineOption.flatMap(virtualMachine => Option(virtualMachine.getMachineType))
+          /*
+          preemptible is only used if the job fails, as a heuristic to guess if the VM was preempted.
+          If we can't get the value of preempted we still need to return something, returning false will not make the
+          failure count as a preemption which seems better than saying that it was preemptible when we really don't know
+           */
+          val preemptibleOption = for {
+            pipelineValue <- pipeline
+            resources <- Option(pipelineValue.getResources)
+            virtualMachine <- Option(resources.getVirtualMachine)
+            preemptible <- Option(virtualMachine.getPreemptible)
+          } yield preemptible
+          val preemptible = preemptibleOption.exists(_.booleanValue)
+          val instanceName = workerEvent.flatMap(workerAssignedEvent => Option(workerAssignedEvent.getInstance()))
+          val zone = workerEvent.flatMap(workerAssignedEvent => Option(workerAssignedEvent.getZone))
 
-    try {
-      if (operation.getDone) {
-        val metadata = operation.getMetadata.asScala.toMap
-        // Deserialize the response
-        val events: List[Event] = operation.events.fallBackTo(List.empty)(pollingRequest.workflowId -> operation)
-        val pipeline: Option[Pipeline] = operation.pipeline.toErrorOr.fallBack(pollingRequest.workflowId -> operation)
-        val actions: List[Action] = pipeline.map( _.getActions.asScala ).toList.flatten
-        val workerEvent: Option[WorkerAssignedEvent] = findEvent[WorkerAssignedEvent](events).flatMap(_(pollingRequest.workflowId -> operation))
-        val executionEvents = getEventList(metadata, events, actions).toList
-        // Correlate `executionEvents` to `actions` to potentially assign a grouping into the appropriate events.
-        val machineType = pipeline.map(_.getResources.getVirtualMachine.getMachineType)
-        // preemptible is only used if the job fails, as a heuristic to guess if the VM was preempted.
-        // If we can't get the value of preempted we still need to return something, returning false will not make the failure count
-        // as a preemption which seems better than saying that it was preemptible when we really don't know
-        val preemptible = pipeline.flatMap(pipeline => Option(pipeline.getResources.getVirtualMachine.getPreemptible)).exists(_.booleanValue())
-        val instanceName = workerEvent.map(_.getInstance())
-        val zone = workerEvent.map(_.getZone)
-
-        // If there's an error, generate an unsuccessful status. Otherwise, we were successful!
-        Option(operation.getError) match {
-          case Some(error) =>
-            val errorReporter = new ErrorReporter(machineType, preemptible, executionEvents, zone, instanceName, actions, operation, pollingRequest.workflowId)
-            errorReporter.toUnsuccessfulRunStatus(error, events)
-          case None => Success(executionEvents, machineType, zone, instanceName)
+          // If there's an error, generate an unsuccessful status. Otherwise, we were successful!
+          Option(operation.getError) match {
+            case Some(error) =>
+              val errorReporter = new ErrorReporter(
+                machineType,
+                preemptible,
+                executionEvents,
+                zone,
+                instanceName,
+                actions,
+                operation,
+                pollingRequest.workflowId
+              )
+              errorReporter.toUnsuccessfulRunStatus(error, events)
+            case None => Success(executionEvents, machineType, zone, instanceName)
+          }
+        } else if (operation.hasStarted) {
+          Running
+        } else {
+          Initializing
         }
-      } else if (operation.hasStarted) {
-        Running
-      } else {
-        Initializing
+      } catch {
+        case nullPointerException: NullPointerException =>
+          throw new RuntimeException(
+            s"Caught NPE while interpreting operation ${operation.getName}: " +
+              s"${ExceptionUtils.getStackTrace(nullPointerException)}. " +
+              s"JSON was $operation",
+            nullPointerException
+          )
       }
-    } catch {
-      case npe: NullPointerException =>
-        throw new RuntimeException(s"Caught NPE while interpreting operation ${operation.getName}: ${ExceptionUtils.getStackTrace(npe)}. JSON was $operation")
     }
   }
 
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/DeserializationSpec.scala b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/DeserializationSpec.scala
index 72ab81edd5c..2cc1b0b2648 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/DeserializationSpec.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/DeserializationSpec.scala
@@ -91,7 +91,7 @@ class DeserializationSpec extends FlatSpec with Matchers {
     ).asJava
 
     operation.setMetadata(metadataMap)
-    val deserializedPipeline = operation.pipeline.get
+    val deserializedPipeline = operation.pipeline.get.get
     val action = deserializedPipeline.getActions.get(0)
     action.getCommands.asScala shouldBe List("echo", "hello")
     action.getImageUri shouldBe "ubuntu:latest"
@@ -102,6 +102,40 @@ class DeserializationSpec extends FlatSpec with Matchers {
     virtualMachine.getPreemptible shouldBe false
   }
 
+  // https://github.com/broadinstitute/cromwell/issues/4772
+  it should "deserialize pipeline from operation metadata without preemptible" in {
+    val operation = new Operation()
+
+    val metadataMap = Map[String, AnyRef](
+      "pipeline" -> Map[String, AnyRef](
+        "actions" -> List[java.util.Map[String, Object]](
+          Map[String, Object](
+            "name" -> "actionName",
+            "imageUri" -> "ubuntu:latest",
+            "commands" -> List[String]("echo", "hello").asJava
+          ).asJava
+        ).asJava,
+        "resources" -> Map(
+          "projectId" -> "project",
+          "virtualMachine" -> Map(
+            "machineType" -> "custom-1-1024",
+          ).asJava
+        ).asJava
+      ).asJava
+    ).asJava
+
+    operation.setMetadata(metadataMap)
+    val deserializedPipeline = operation.pipeline.get.get
+    val action = deserializedPipeline.getActions.get(0)
+    action.getCommands.asScala shouldBe List("echo", "hello")
+    action.getImageUri shouldBe "ubuntu:latest"
+    action.getName shouldBe "actionName"
+    deserializedPipeline.getResources.getProjectId shouldBe "project"
+    val virtualMachine = deserializedPipeline.getResources.getVirtualMachine
+    virtualMachine.getMachineType shouldBe "custom-1-1024"
+    virtualMachine.getPreemptible shouldBe null
+  }
+
   it should "be able to say if the operation has started" in {
     val operation = new Operation()
     
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandlerSpec.scala b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandlerSpec.scala
new file mode 100644
index 00000000000..54360492b53
--- /dev/null
+++ b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandlerSpec.scala
@@ -0,0 +1,115 @@
+package cromwell.backend.google.pipelines.v2alpha1.api.request
+
+import java.net.URL
+
+import akka.actor.ActorRef
+import com.google.api.client.http.GenericUrl
+import com.google.api.client.testing.http.MockHttpTransport
+import com.google.api.services.genomics.v2alpha1.model.Operation
+import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager.PAPIStatusPollRequest
+import cromwell.backend.google.pipelines.common.api.RunStatus._
+import cromwell.backend.standard.StandardAsyncJob
+import cromwell.cloudsupport.gcp.auth.GoogleAuthMode
+import cromwell.core.WorkflowId
+import io.grpc.Status
+import org.scalatest.prop.TableDrivenPropertyChecks
+import org.scalatest.{FlatSpec, Matchers}
+
+class GetRequestHandlerSpec extends FlatSpec with Matchers with TableDrivenPropertyChecks {
+
+  behavior of "GetRequestHandler"
+
+  private val requestHandler: GetRequestHandler = new RequestHandler(
+    "GetRequestHandlerSpec",
+    new URL("file:///getrequesthandlerspec")
+  )
+
+  private val workflowId = WorkflowId.randomId()
+  private val httpRequest =
+    new MockHttpTransport.Builder().build().createRequestFactory().buildGetRequest(new GenericUrl())
+  private val actorRef = ActorRef.noSender
+  private val jobId = StandardAsyncJob("test_job")
+  private val pollingRequest = PAPIStatusPollRequest(workflowId, actorRef, httpRequest, jobId)
+
+  private val interpretedStatus = Table(
+    ("description", "json", "status"),
+    ("parse null operation json", null, UnsuccessfulRunStatus(
+      Status.UNKNOWN,
+      Option("Operation returned as empty"),
+      Nil,
+      None,
+      None,
+      None,
+      wasPreemptible = false
+    )),
+    ("parse empty operation json", "{}", Initializing),
+    ("parse error operation json without resources",
+      """|{
+         |  "done": true,
+         |  "error": {}
+         |}
+         |""".stripMargin,
+      Failed(Status.UNAVAILABLE, None, Nil, Nil, None, None, None)
+    ),
+    ("parse error operation json without virtualMachine",
+      """|{
+         |  "done": true,
+         |  "resources": {
+         |  },
+         |  "error": {}
+         |}
+         |""".stripMargin,
+      Failed(Status.UNAVAILABLE, None, Nil, Nil, None, None, None)
+    ),
+    ("parse error operation json without preemptible",
+      """|{
+         |  "done": true,
+         |  "resources": {
+         |    "virtualMachine": {
+         |    }
+         |  },
+         |  "error": {}
+         |}
+         |""".stripMargin,
+      Failed(Status.UNAVAILABLE, None, Nil, Nil, None, None, None)
+    ),
+    ("parse error operation json with preemptible true",
+      """|{
+         |  "done": true,
+         |  "resources": {
+         |    "virtualMachine": {
+         |      "preemptible": true
+         |    }
+         |  },
+         |  "error": {}
+         |}
+         |""".stripMargin,
+      Failed(Status.UNAVAILABLE, None, Nil, Nil, None, None, None)
+    ),
+    ("parse error operation json with preemptible false",
+      """|{
+         |  "done": true,
+         |  "resources": {
+         |    "virtualMachine": {
+         |      "preemptible": false
+         |    }
+         |  },
+         |  "error": {}
+         |}
+         |""".stripMargin,
+      Failed(Status.UNAVAILABLE, None, Nil, Nil, None, None, None)
+    ),
+  )
+
+  forAll(interpretedStatus) { (description, json, expectedStatus) =>
+    it should description in {
+      // Operation responses could come back as null. Handle it and don't crash.
+      // https://github.com/googleapis/google-http-java-client/blob/v1.28.0/google-http-client/src/main/java/com/google/api/client/http/HttpResponse.java#L456-L458
+      val operation =
+      Option(json).map(GoogleAuthMode.jsonFactory.createJsonParser).map(_.parse(classOf[Operation])).orNull
+      val runStatus = requestHandler.interpretOperationStatus(operation, pollingRequest)
+      runStatus should be(expectedStatus)
+    }
+  }
+
+}

From e04a0ddbdb98f208d67552b3a762c0726b28ede4 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Mon, 6 May 2019 15:24:09 -0400
Subject: [PATCH 33/46] [develop] Job execution token dispenser actor fixes
 (#4924)

---
 .../JobExecutionTokenDispenserActor.scala     | 30 ++++----
 .../engine/workflow/tokens/TokenQueue.scala   | 70 +++++++++++++------
 .../workflow/tokens/UnhoggableTokenPool.scala |  8 +--
 .../JobExecutionTokenDispenserActorSpec.scala | 39 ++++++++++-
 4 files changed, 102 insertions(+), 45 deletions(-)

diff --git a/engine/src/main/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActor.scala b/engine/src/main/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActor.scala
index 8a09378780d..28aaec5648d 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActor.scala
@@ -82,25 +82,17 @@ class JobExecutionTokenDispenserActor(override val serviceRegistryActor: ActorRe
     if (tokenAssignments.contains(sndr)) {
       sndr ! JobExecutionTokenDispensed
     } else {
+      val queue = tokenQueues.getOrElse(tokenType, TokenQueue(tokenType, tokenEventLogger))
+      tokenQueues += tokenType -> queue.enqueue(TokenQueuePlaceholder(sndr, hogGroup))
       context.watch(sndr)
-      val updatedTokenQueue = getTokenQueue(tokenType).enqueue(TokenQueuePlaceholder(sndr, hogGroup))
-      tokenQueues += tokenType -> updatedTokenQueue
+      ()
     }
   }
 
-  private def getTokenQueue(tokenType: JobExecutionTokenType): TokenQueue = {
-    tokenQueues.getOrElse(tokenType, createNewQueue(tokenType))
-  }
-
-  private def createNewQueue(tokenType: JobExecutionTokenType): TokenQueue = {
-    val newQueue = TokenQueue(tokenType, tokenEventLogger)
-    tokenQueues += tokenType -> newQueue
-    newQueue
-  }
-
   private def distribute(n: Int) = if (tokenQueues.nonEmpty) {
 
-    val iterator = new RoundRobinQueueIterator(tokenQueues.values.toList, currentTokenQueuePointer)
+    // Sort by backend name to avoid re-ordering across iterations:
+    val iterator = new RoundRobinQueueIterator(tokenQueues.toList.sortBy(_._1.backend).map(_._2), currentTokenQueuePointer)
 
     // In rare cases, an abort might empty an inner queue between "available" and "dequeue", which could cause an
     // exception.
@@ -124,7 +116,10 @@ class JobExecutionTokenDispenserActor(override val serviceRegistryActor: ActorRe
         queuePlaceholder.actor ! JobExecutionTokenDispensed
       // Only one token per actor, so if you've already got one, we don't need to use this new one:
       case LeasedActor(queuePlaceholder, lease) =>
-        log.error(s"Actor ${queuePlaceholder.actor.path} requested a job execution token more than once. This situation should have been impossible.")
+        log.error(s"Programmer Error: Actor ${queuePlaceholder.actor.path} requested a job execution token more than once.")
+        // Because this actor already has a lease assigned to it:
+        // a) tell the actor that it has a lease
+        // b) don't hold onto this new lease - release it and let some other actor take it instead
         queuePlaceholder.actor ! JobExecutionTokenDispensed
         lease.release()
     })
@@ -140,7 +135,8 @@ class JobExecutionTokenDispenserActor(override val serviceRegistryActor: ActorRe
         leasedToken.release()
         context.unwatch(actor)
         ()
-      case None =>  log.error("Job execution token returned from incorrect actor: {}", actor.path.name)
+      case None =>
+        log.error("Job execution token returned from incorrect actor: {}", actor.path.name)
     }
   }
 
@@ -150,10 +146,10 @@ class JobExecutionTokenDispenserActor(override val serviceRegistryActor: ActorRe
         log.debug("Actor {} stopped without returning its Job Execution Token. Reclaiming it!", terminee)
         self.tell(msg = JobExecutionTokenReturn, sender = terminee)
       case None =>
-        log.debug("Actor {} stopped while we were still watching it... but it doesn't have a token. Removing it from any queues if necessary", terminee)
+        log.debug("Actor {} stopped before receiving a token, removing it from any queues if necessary", terminee)
         // This is a very inefficient way to remove the actor from the queue and can lead to very poor performance for a large queue and a large number of actors to remove
         tokenQueues = tokenQueues map {
-          case (tokenType, tokenQueue) => tokenType -> tokenQueue.removeLostActor(terminee)
+          case (tokenType, tokenQueue) => tokenType -> tokenQueue.removeTokenlessActor(terminee)
         }
     }
     context.unwatch(terminee)
diff --git a/engine/src/main/scala/cromwell/engine/workflow/tokens/TokenQueue.scala b/engine/src/main/scala/cromwell/engine/workflow/tokens/TokenQueue.scala
index e0d1a2a21ec..cedaa151b75 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/tokens/TokenQueue.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/tokens/TokenQueue.scala
@@ -1,6 +1,7 @@
 package cromwell.engine.workflow.tokens
 
 import akka.actor.ActorRef
+import com.typesafe.scalalogging.StrictLogging
 import cromwell.core.JobExecutionToken
 import cromwell.core.JobExecutionToken.JobExecutionTokenType
 import cromwell.engine.workflow.tokens.TokenQueue._
@@ -17,7 +18,7 @@ import scala.collection.immutable.Queue
 final case class TokenQueue(queues: Map[String, Queue[TokenQueuePlaceholder]],
                             queueOrder: Vector[String],
                             eventLogger: TokenEventLogger,
-                            private [tokens] val pool: UnhoggableTokenPool) {
+                            private [tokens] val pool: UnhoggableTokenPool) extends StrictLogging {
   val tokenType = pool.tokenType
 
   /**
@@ -47,7 +48,14 @@ final case class TokenQueue(queues: Map[String, Queue[TokenQueuePlaceholder]],
     * Returns a dequeue'd actor if one exists and there's a token available for it
     * Returns an updated token queue based on this request (successful queuees get removed, hogs get sent to the back)
     */
-  def dequeue: DequeueResult = recursingDequeue(queues, Vector.empty, queueOrder)
+  def dequeue: DequeueResult = {
+    val guaranteedNonEmptyQueues = queues.filterNot { case (hogGroup, q: Queue[_]) =>
+      val empty = q.isEmpty
+      if (empty) logger.warn(s"Programmer error: Empty token queue value still present in TokenQueue: $hogGroup")
+      empty
+    }
+    recursingDequeue(guaranteedNonEmptyQueues, Vector.empty, queueOrder)
+  }
 
   private def recursingDequeue(queues: Map[String, Queue[TokenQueuePlaceholder]], queuesTried: Vector[String], queuesRemaining: Vector[String]): DequeueResult = {
     if (queuesRemaining.isEmpty) {
@@ -57,32 +65,48 @@ final case class TokenQueue(queues: Map[String, Queue[TokenQueuePlaceholder]],
       val remainingHogGroups = queuesRemaining.tail
       val leaseTry = pool.tryAcquire(hogGroup)
 
-      leaseTry match {
-        case thl: TokenHoggingLease =>
-          val oldQueue = queues(hogGroup)
-          val (placeholder, newQueue) = oldQueue.dequeue
-          val (newQueues, newQueueOrder) = if (newQueue.isEmpty) {
-            (queues - hogGroup, remainingHogGroups ++ queuesTried)
-          } else {
-            (queues + (hogGroup -> newQueue), remainingHogGroups ++ queuesTried :+ hogGroup)
-          }
-          DequeueResult(Some(LeasedActor(placeholder, thl)), TokenQueue(newQueues, newQueueOrder, eventLogger, pool))
-        case TokenTypeExhausted =>
-          // The pool is completely full right now, so there's no benefit trying the other hog groups:
-          eventLogger.outOfTokens(tokenType.backend)
-          DequeueResult(None, this)
-        case HogLimitExceeded =>
-          eventLogger.flagTokenHog(hogGroup)
-          recursingDequeue(queues, queuesTried :+ hogGroup, remainingHogGroups)
+      val oldQueue = queues(hogGroup)
+
+      if (oldQueue.isEmpty) {
+        // We should have caught this above. But just in case:
+        logger.warn(s"Programmer error: Empty token queue value still present in TokenQueue: $hogGroup *and* made it through into recursiveDequeue(!): $hogGroup")
+        recursingDequeue(queues, queuesTried :+ hogGroup, remainingHogGroups)
+      } else {
+        leaseTry match {
+          case thl: TokenHoggingLease =>
+            val (placeholder, newQueue) = oldQueue.dequeue
+            val (newQueues, newQueueOrder) = if (newQueue.isEmpty) {
+              (queues - hogGroup, remainingHogGroups ++ queuesTried)
+            } else {
+              (queues + (hogGroup -> newQueue), remainingHogGroups ++ queuesTried :+ hogGroup)
+            }
+            DequeueResult(Option(LeasedActor(placeholder, thl)), TokenQueue(newQueues, newQueueOrder, eventLogger, pool))
+          case TokenTypeExhausted =>
+            // The pool is completely full right now, so there's no benefit trying the other hog groups:
+            eventLogger.outOfTokens(tokenType.backend)
+            DequeueResult(None, this)
+          case HogLimitExceeded =>
+            eventLogger.flagTokenHog(hogGroup)
+            recursingDequeue(queues, queuesTried :+ hogGroup, remainingHogGroups)
+        }
       }
     }
   }
 
-  def removeLostActor(lostActor: ActorRef): TokenQueue = this.copy(
-    queues = queues.map { case (hogGroup, queue) =>
-      hogGroup -> queue.filterNot(_.actor == lostActor)
+  def removeTokenlessActor(actor: ActorRef): TokenQueue = {
+    val actorRemovedQueues = queues.map { case (hogGroup, queue) =>
+      hogGroup -> queue.filterNot(_.actor == actor)
     }
-  )
+
+    val (emptyQueues, nonEmptyQueues) = actorRemovedQueues partition { case (_, q) => q.isEmpty }
+    val emptyHogGroups = emptyQueues.keys.toSet
+
+    this.copy(
+      // Filter out hog group mappings with empty queues
+      queues = nonEmptyQueues,
+      queueOrder = queueOrder filterNot emptyHogGroups.contains
+    )
+  }
 
   /**
     * Returns true if there's at least on element that can be dequeued, false otherwise.
diff --git a/engine/src/main/scala/cromwell/engine/workflow/tokens/UnhoggableTokenPool.scala b/engine/src/main/scala/cromwell/engine/workflow/tokens/UnhoggableTokenPool.scala
index 6c7b476e1e5..0c4d419b345 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/tokens/UnhoggableTokenPool.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/tokens/UnhoggableTokenPool.scala
@@ -21,9 +21,9 @@ final class UnhoggableTokenPool(val tokenType: JobExecutionTokenType) extends Si
   _healthCheck = Function.const(true)) {
 
   lazy val hogLimitOption: Option[Int] = tokenType match {
-    case JobExecutionTokenType(_, None, _) => None
-    case JobExecutionTokenType(_, Some(limit), hogFactor) if hogFactor > 1 => Option(math.max(1, math.round(limit.floatValue() / hogFactor.floatValue())))
-    case JobExecutionTokenType(_, _, _) => None
+    case JobExecutionTokenType(_, Some(limit), hogFactor) if hogFactor > 1 =>
+      Option(math.max(1, math.round(limit.floatValue() / hogFactor.floatValue())))
+    case _ => None
   }
 
   private[this] val hogGroupAssignments: mutable.Map[String, HashSet[JobExecutionToken]] = mutable.Map.empty
@@ -55,7 +55,7 @@ final class UnhoggableTokenPool(val tokenType: JobExecutionTokenType) extends Si
         synchronized {
           val thisHogSet = hogGroupAssignments.getOrElse(hogGroup, HashSet.empty)
 
-          if (thisHogSet.size + 1 <= hogLimit) {
+          if (thisHogSet.size < hogLimit) {
             super.tryAcquire() match {
               case Some(lease) =>
                 val hoggingLease = new TokenHoggingLease(lease, hogGroup, this)
diff --git a/engine/src/test/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActorSpec.scala b/engine/src/test/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActorSpec.scala
index 494fc5608e4..b7d911509fd 100644
--- a/engine/src/test/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActorSpec.scala
+++ b/engine/src/test/scala/cromwell/engine/workflow/tokens/JobExecutionTokenDispenserActorSpec.scala
@@ -46,6 +46,10 @@ class JobExecutionTokenDispenserActorSpec extends TestKit(ActorSystem("JETDASpec
   }
 
   it should "dispense the correct amount at the specified rate, not more and not faster" in {
+
+    // Override with a slower distribution rate for this one test:
+    actorRefUnderTest = TestActorRef(new JobExecutionTokenDispenserActor(TestProbe().ref, Rate(10, 4.seconds), None))
+
     val senders = (1 to 20).map(_ => TestProbe())
     senders.foreach(sender => actorRefUnderTest.tell(msg = JobExecutionTokenRequest("hogGroupA", TestInfiniteTokenType), sender = sender.ref))
     // The first 10 should get their token
@@ -286,10 +290,43 @@ class JobExecutionTokenDispenserActorSpec extends TestKit(ActorSystem("JETDASpec
     actorRefUnderTest.underlyingActor.tokenQueues.map(x => x._2.size).sum should be(0)
   }
 
+  it should "be resilient if the last request for a hog group is removed from the queue before a token is dispensed" in {
+    val tokenType = JobExecutionTokenType(s"mini", maxPoolSize = Option(6), hogFactor = 2)
+
+    val groupARequesters = (0 until 4) map { i => TestProbe(name = s"group_a_$i") }
+    val groupBRequesters = (0 until 4) map { i => TestProbe(name = s"group_b_$i") }
+
+    // Group A and B fill up the token queue:
+    groupARequesters foreach { probe => probe.send(actorRefUnderTest, JobExecutionTokenRequest("hogGroupA", tokenType)) }
+    groupBRequesters foreach { probe => probe.send(actorRefUnderTest, JobExecutionTokenRequest("hogGroupB", tokenType)) }
+
+    // Pretty soon, the tokens should all be gone, 3 to each group, and each group should have one queued item:
+    eventually {
+      (groupARequesters.take(3) ++ groupBRequesters.take(3)).foreach { probe =>
+        actorRefUnderTest.underlyingActor.tokenAssignments.keys should contain(probe.ref)
+      }
+      // And both groups should have one item in the queue:
+      actorRefUnderTest.underlyingActor.tokenQueues(tokenType).queues.values.foreach { queue => queue.size should be(1) }
+    }
+
+    // Group B gets bored and aborts all jobs (in reverse order to make sure ):
+    groupBRequesters.reverse.foreach { probe =>
+      probe.ref ! PoisonPill
+      // TODO: validate that the probe has left the queue
+    }
+
+    // Group A's jobs are able to complete successfully:
+    groupARequesters foreach { probe =>
+      probe.expectMsg(JobExecutionTokenDispensed)
+      probe.ref ! PoisonPill
+    }
+
+  }
+
   var actorRefUnderTest: TestActorRef[JobExecutionTokenDispenserActor] = _
 
   before {
-    actorRefUnderTest = TestActorRef(new JobExecutionTokenDispenserActor(TestProbe().ref, Rate(10, 4.second), None))
+    actorRefUnderTest = TestActorRef(new JobExecutionTokenDispenserActor(TestProbe().ref, Rate(10, 100.millis), None))
   }
   after {
     actorRefUnderTest = null

From 17c0b3db4adc73d7ebd81f5337c5e9a89abbe078 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Wed, 8 May 2019 00:30:59 -0400
Subject: [PATCH 34/46] Build updates - Workaround Travis Docker issue - Added
 heartbeats to docker tests - DRYed conformance tests - Fixed centaur tests
 where an empty CBCTAP early terminated getopts - Introduced
 non-Travis-specific variable for GitHub PR branch names - Switched from cd to
 pushd/popd

---
 .../src/bin/centaur-cwl-runner.bash           |  22 +-
 .../src/main/resources/reference.conf         |   2 +-
 .../centaur/cwl/CentaurCwlRunnerRunMode.scala |   2 +-
 project/build.properties                      |   2 +-
 project/project/build.properties              |   2 +-
 scripts/docker-develop/Dockerfile             |   2 +-
 src/ci/bin/test.inc.sh                        | 189 ++++++++++++++----
 src/ci/bin/testCentaurHoricromtalPapiV2.sh    |   2 -
 ...estCentaurPapiUpgradeNewWorkflowsPapiV1.sh |   1 -
 src/ci/bin/testCentaurPapiV1.sh               |   1 -
 src/ci/bin/testCentaurPapiV2.sh               |   2 -
 src/ci/bin/testConformanceLocal.sh            |  42 +---
 src/ci/bin/testConformancePapiV2.sh           |  40 +---
 src/ci/bin/testConformanceTesk.sh             |  42 +---
 src/ci/bin/testDockerDeadlock.sh              |  12 +-
 src/ci/bin/testDockerScripts.sh               |  11 +-
 src/ci/bin/test_bcs.inc.sh                    |   2 +-
 17 files changed, 183 insertions(+), 193 deletions(-)

diff --git a/centaurCwlRunner/src/bin/centaur-cwl-runner.bash b/centaurCwlRunner/src/bin/centaur-cwl-runner.bash
index be6326c14e8..078c615e4f8 100755
--- a/centaurCwlRunner/src/bin/centaur-cwl-runner.bash
+++ b/centaurCwlRunner/src/bin/centaur-cwl-runner.bash
@@ -1,8 +1,22 @@
 #!/usr/bin/env bash
 
 # `sbt assembly` must have already been run.
-BUILD_ROOT="$( dirname "${BASH_SOURCE[0]}" )/../../.."
-CENTAUR_CWL_JAR="${CENTAUR_CWL_JAR:-"$( find "${BUILD_ROOT}/centaurCwlRunner/target/scala-2.12" -name 'centaur-cwl-runner-*.jar' | head -n 1 )"}"
-CENTAUR_CWL_SKIP_FILE="${BUILD_ROOT}/centaurCwlRunner/src/main/resources/skipped_tests.csv"
+build_root="$( dirname "${BASH_SOURCE[0]}" )/../../.."
+centaur_cwl_jar="${CENTAUR_CWL_JAR:-"$( find "${build_root}/centaurCwlRunner/target/scala-2.12" -name 'centaur-cwl-runner-*.jar' | head -n 1 )"}"
+centaur_cwl_skip_file="${build_root}/centaurCwlRunner/src/main/resources/skipped_tests.csv"
 
-java ${CENTAUR_CWL_JAVA_ARGS-"-Xmx1g"} -jar "${CENTAUR_CWL_JAR}" --skip-file "${CENTAUR_CWL_SKIP_FILE}" "$@"
+centaur_cwl_java_args=("-Xmx1g")
+if [[ -n "${CENTAUR_CWL_JAVA_ARGS-}" ]]; then
+    # Allow splitting on space to simulate an exported array
+    # https://stackoverflow.com/questions/5564418/exporting-an-array-in-bash-script#answer-5564589
+    # shellcheck disable=SC2206
+    centaur_cwl_java_args+=(${CENTAUR_CWL_JAVA_ARGS})
+fi
+
+# Handle empty arrays in older versions of bash
+# https://stackoverflow.com/questions/7577052/bash-empty-array-expansion-with-set-u#answer-7577209
+java \
+    ${centaur_cwl_java_args[@]+"${centaur_cwl_java_args[@]}"} \
+    -jar "${centaur_cwl_jar}" \
+    --skip-file "${centaur_cwl_skip_file}" \
+    "$@"
diff --git a/centaurCwlRunner/src/main/resources/reference.conf b/centaurCwlRunner/src/main/resources/reference.conf
index eee7fc884fd..86e25a96304 100644
--- a/centaurCwlRunner/src/main/resources/reference.conf
+++ b/centaurCwlRunner/src/main/resources/reference.conf
@@ -1,7 +1,7 @@
 centaur {
   cwl-runner {
     mode=local
-    mode=${?CENTAUR_CWL_RUNNER_MODE}
+    mode=${?CROMWELL_BUILD_CWL_RUNNER_MODE}
 
     papi {
       default-input-gcs-prefix = ${?PAPI_INPUT_GCS_PREFIX}
diff --git a/centaurCwlRunner/src/main/scala/centaur/cwl/CentaurCwlRunnerRunMode.scala b/centaurCwlRunner/src/main/scala/centaur/cwl/CentaurCwlRunnerRunMode.scala
index 69b8792289d..01444ce709c 100644
--- a/centaurCwlRunner/src/main/scala/centaur/cwl/CentaurCwlRunnerRunMode.scala
+++ b/centaurCwlRunner/src/main/scala/centaur/cwl/CentaurCwlRunnerRunMode.scala
@@ -40,7 +40,7 @@ object CentaurCwlRunnerRunMode {
   def fromConfig(conf: Config): CentaurCwlRunnerRunMode = {
     conf.getString("mode") match {
       case "local" => LocalRunMode
-      case "papi" => PapiRunMode(conf)
+      case "papi_v2" => PapiRunMode(conf)
       case "tesk" => TeskRunMode(conf)
       case unknown => throw new UnsupportedOperationException(s"mode not recognized: $unknown")
     }
diff --git a/project/build.properties b/project/build.properties
index 5620cc502b4..c0bab04941d 100644
--- a/project/build.properties
+++ b/project/build.properties
@@ -1 +1 @@
-sbt.version=1.2.1
+sbt.version=1.2.8
diff --git a/project/project/build.properties b/project/project/build.properties
index 8b697bbb94f..c0bab04941d 100644
--- a/project/project/build.properties
+++ b/project/project/build.properties
@@ -1 +1 @@
-sbt.version=1.1.0
+sbt.version=1.2.8
diff --git a/scripts/docker-develop/Dockerfile b/scripts/docker-develop/Dockerfile
index f07de423504..1e9adebf648 100644
--- a/scripts/docker-develop/Dockerfile
+++ b/scripts/docker-develop/Dockerfile
@@ -11,7 +11,7 @@ FROM openjdk:8u171
 
 # Env variables
 ENV SCALA_VERSION 2.12.6
-ENV SBT_VERSION 1.2.1
+ENV SBT_VERSION 1.2.8
 
 # Scala expects this file
 RUN touch /usr/lib/jvm/java-8-openjdk-amd64/release
diff --git a/src/ci/bin/test.inc.sh b/src/ci/bin/test.inc.sh
index 684ead12ff0..120ecc2ab8a 100644
--- a/src/ci/bin/test.inc.sh
+++ b/src/ci/bin/test.inc.sh
@@ -87,13 +87,14 @@ cromwell::private::create_build_variables() {
             CROMWELL_BUILD_IS_SECURE="${TRAVIS_SECURE_ENV_VARS}"
             CROMWELL_BUILD_TYPE="${BUILD_TYPE}"
             CROMWELL_BUILD_BRANCH="${TRAVIS_PULL_REQUEST_BRANCH:-${TRAVIS_BRANCH}}"
+            CROMWELL_BUILD_BRANCH_PULL_REQUEST="${TRAVIS_PULL_REQUEST_BRANCH:-""}"
             CROMWELL_BUILD_EVENT="${TRAVIS_EVENT_TYPE}"
             CROMWELL_BUILD_TAG="${TRAVIS_TAG}"
             CROMWELL_BUILD_NUMBER="${TRAVIS_JOB_NUMBER}"
             CROMWELL_BUILD_URL="https://travis-ci.com/${TRAVIS_REPO_SLUG}/jobs/${TRAVIS_JOB_ID}"
             CROMWELL_BUILD_GIT_USER_EMAIL="travis@travis-ci.com"
             CROMWELL_BUILD_GIT_USER_NAME="Travis CI"
-            CROMWELL_BUILD_HEARTBEAT_MESSAGE="…"
+            CROMWELL_BUILD_HEARTBEAT_PATTERN="…"
             CROMWELL_BUILD_MYSQL_HOSTNAME="localhost"
             CROMWELL_BUILD_MYSQL_PORT="3306"
             CROMWELL_BUILD_MYSQL_USERNAME="travis"
@@ -116,13 +117,14 @@ cromwell::private::create_build_variables() {
             CROMWELL_BUILD_TYPE="${JENKINS_BUILD_TYPE}"
             CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS="${CENTAUR_TEST_ADDITIONAL_PARAMETERS:-""}"
             CROMWELL_BUILD_BRANCH="${GIT_BRANCH#origin/}"
+            CROMWELL_BUILD_BRANCH_PULL_REQUEST=""
             CROMWELL_BUILD_EVENT=""
             CROMWELL_BUILD_TAG=""
             CROMWELL_BUILD_NUMBER="${BUILD_NUMBER}"
             CROMWELL_BUILD_URL="${BUILD_URL}"
             CROMWELL_BUILD_GIT_USER_EMAIL="jenkins@jenkins.io"
             CROMWELL_BUILD_GIT_USER_NAME="Jenkins CI"
-            CROMWELL_BUILD_HEARTBEAT_MESSAGE="…\n"
+            CROMWELL_BUILD_HEARTBEAT_PATTERN="…\n"
             CROMWELL_BUILD_MYSQL_HOSTNAME="mysql-db"
             CROMWELL_BUILD_MYSQL_PORT="3306"
             CROMWELL_BUILD_MYSQL_USERNAME="root"
@@ -135,13 +137,14 @@ cromwell::private::create_build_variables() {
             CROMWELL_BUILD_IS_SECURE=true
             CROMWELL_BUILD_TYPE="unknown"
             CROMWELL_BUILD_BRANCH="unknown"
+            CROMWELL_BUILD_BRANCH_PULL_REQUEST=""
             CROMWELL_BUILD_EVENT="unknown"
             CROMWELL_BUILD_TAG=""
             CROMWELL_BUILD_NUMBER=""
             CROMWELL_BUILD_URL=""
             CROMWELL_BUILD_GIT_USER_EMAIL="unknown.git.user@example.org"
             CROMWELL_BUILD_GIT_USER_NAME="Unknown Git User"
-            CROMWELL_BUILD_HEARTBEAT_MESSAGE="…"
+            CROMWELL_BUILD_HEARTBEAT_PATTERN="…"
             CROMWELL_BUILD_MYSQL_HOSTNAME="${CROMWELL_BUILD_MYSQL_HOSTNAME-localhost}"
             CROMWELL_BUILD_MYSQL_PORT="${CROMWELL_BUILD_MYSQL_PORT-3306}"
             CROMWELL_BUILD_MYSQL_USERNAME="${CROMWELL_BUILD_MYSQL_USERNAME-root}"
@@ -185,18 +188,24 @@ cromwell::private::create_build_variables() {
         CROMWELL_BUILD_REQUIRES_SECURE=false
     fi
 
+    if [[ -z "${CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND-}" ]]; then
+        CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND="assembly"
+    fi
+
     if [[ -z "${VAULT_TOKEN-}" ]]; then
         VAULT_TOKEN="vault token is not set as an environment variable"
     fi
 
-    CROMWELL_BUILD_RANDOM_256_BITS_BASE64="$(dd bs=1 count=32 if=/dev/urandom 2>/dev/null | base64 | tr -d '\n')"
+    CROMWELL_BUILD_RANDOM_256_BITS_BASE64="$(dd bs=1 count=32 if=/dev/urandom 2> /dev/null | base64 | tr -d '\n')"
 
     local hours_to_minutes
     hours_to_minutes=60
-    CROMWELL_BUILD_HEARTBEAT_MINUTES=$((20 * ${hours_to_minutes}))
+    CROMWELL_BUILD_HEARTBEAT_MINUTES=$((20 * hours_to_minutes))
 
     export CROMWELL_BUILD_BACKEND_TYPE
     export CROMWELL_BUILD_BRANCH
+    export CROMWELL_BUILD_BRANCH_PULL_REQUEST
+    export CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS
     export CROMWELL_BUILD_CROMWELL_CONFIG
     export CROMWELL_BUILD_CROMWELL_LOG
     export CROMWELL_BUILD_EVENT
@@ -204,7 +213,7 @@ cromwell::private::create_build_variables() {
     export CROMWELL_BUILD_GENERATE_COVERAGE
     export CROMWELL_BUILD_GIT_USER_EMAIL
     export CROMWELL_BUILD_GIT_USER_NAME
-    export CROMWELL_BUILD_HEARTBEAT_MESSAGE
+    export CROMWELL_BUILD_HEARTBEAT_PATTERN
     export CROMWELL_BUILD_HEARTBEAT_MINUTES
     export CROMWELL_BUILD_HOME_DIRECTORY
     export CROMWELL_BUILD_IS_CI
@@ -217,19 +226,20 @@ cromwell::private::create_build_variables() {
     export CROMWELL_BUILD_MYSQL_SCHEMA
     export CROMWELL_BUILD_MYSQL_USERNAME
     export CROMWELL_BUILD_NUMBER
+    export CROMWELL_BUILD_OPTIONAL_SECURE
     export CROMWELL_BUILD_OS
     export CROMWELL_BUILD_OS_DARWIN
     export CROMWELL_BUILD_OS_LINUX
     export CROMWELL_BUILD_PROVIDER
-    export CROMWELL_BUILD_PROVIDER_TRAVIS
     export CROMWELL_BUILD_PROVIDER_JENKINS
+    export CROMWELL_BUILD_PROVIDER_TRAVIS
     export CROMWELL_BUILD_PROVIDER_UNKNOWN
     export CROMWELL_BUILD_RANDOM_256_BITS_BASE64
     export CROMWELL_BUILD_REQUIRES_SECURE
-    export CROMWELL_BUILD_OPTIONAL_SECURE
-    export CROMWELL_BUILD_RESOURCES_SOURCES
     export CROMWELL_BUILD_RESOURCES_DIRECTORY
+    export CROMWELL_BUILD_RESOURCES_SOURCES
     export CROMWELL_BUILD_ROOT_DIRECTORY
+    export CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND
     export CROMWELL_BUILD_SCRIPTS_DIRECTORY
     export CROMWELL_BUILD_TAG
     export CROMWELL_BUILD_TYPE
@@ -238,7 +248,6 @@ cromwell::private::create_build_variables() {
     export CROMWELL_BUILD_WAIT_FOR_IT_FILENAME
     export CROMWELL_BUILD_WAIT_FOR_IT_SCRIPT
     export CROMWELL_BUILD_WAIT_FOR_IT_URL
-    export CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS
 }
 
 cromwell::private::echo_build_variables() {
@@ -248,6 +257,7 @@ cromwell::private::echo_build_variables() {
     echo "CROMWELL_BUILD_OPTIONAL_SECURE='${CROMWELL_BUILD_OPTIONAL_SECURE}'"
     echo "CROMWELL_BUILD_TYPE='${CROMWELL_BUILD_TYPE}'"
     echo "CROMWELL_BUILD_BRANCH='${CROMWELL_BUILD_BRANCH}'"
+    echo "CROMWELL_BUILD_BRANCH_PULL_REQUEST='${CROMWELL_BUILD_BRANCH_PULL_REQUEST}'"
     echo "CROMWELL_BUILD_EVENT='${CROMWELL_BUILD_EVENT}'"
     echo "CROMWELL_BUILD_TAG='${CROMWELL_BUILD_TAG}'"
     echo "CROMWELL_BUILD_NUMBER='${CROMWELL_BUILD_NUMBER}'"
@@ -442,8 +452,9 @@ cromwell::private::checkout_pinned_cwl() {
             https://github.com/common-workflow-language/common-workflow-language.git \
             "${CROMWELL_BUILD_CWL_TEST_DIRECTORY}"
         (
-            cd "${CROMWELL_BUILD_CWL_TEST_DIRECTORY}" || exit 1
+            pushd "${CROMWELL_BUILD_CWL_TEST_DIRECTORY}" > /dev/null
             git checkout "${CROMWELL_BUILD_CWL_TEST_COMMIT}"
+            popd > /dev/null
         )
     fi
 }
@@ -483,6 +494,8 @@ cromwell::private::vault_login() {
                 # Login to vault to access secrets
                 local vault_token
                 vault_token="${VAULT_TOKEN}"
+                # Don't fail here if vault login fails
+                # shellcheck disable=SC2015
                 docker run --rm \
                     -v "${CROMWELL_BUILD_HOME_DIRECTORY}:/root:rw" \
                     broadinstitute/dsde-toolbox \
@@ -562,14 +575,14 @@ cromwell::private::calculate_prior_version_tag() {
         | awk -F \" '{print $2}' \
         )"
 
-    # This function should only ever run on Travis PR builds where TRAVIS_PULL_REQUEST_BRANCH is set.
-    if [ -z "${TRAVIS_PULL_REQUEST_BRANCH}" ]; then
-       echo "Error: the TRAVIS_PULL_REQUEST_BRANCH variable is not set. calculate_prior_version_tag expects to only run on Travis Pull Request builds in which this variable is set." >&2
+    # This function should only ever run on PR builds.
+    if [[ -z "${CROMWELL_BUILD_BRANCH_PULL_REQUEST}" ]]; then
+       echo "Error: the CROMWELL_BUILD_BRANCH_PULL_REQUEST variable is not set. calculate_prior_version_tag expects to only run on Travis Pull Request builds in which this variable is set." >&2
        exit 1
     fi
     # If this PR targets a hotfix branch, the previous version should be the same major version as this version.
     # Otherwise this PR targets a non-hotfix branch so the previous version should be one less than this version.
-    if $( echo "${TRAVIS_PULL_REQUEST_BRANCH}" | grep -q -E '^[0-9]+_hotfix$' ); then
+    if [[ "${CROMWELL_BUILD_BRANCH_PULL_REQUEST}" =~ ^[0-9\.]+_hotfix$ ]]; then
       prior_version="$current_version"
     else
       prior_version=$((current_version - 1))
@@ -578,19 +591,21 @@ cromwell::private::calculate_prior_version_tag() {
 }
 
 cromwell::private::get_prior_version_config() {
-    local prior_version=$1
+    local prior_version
+    prior_version="${1:?get_prior_version_config called without a version}"; shift
     prior_config="${CROMWELL_BUILD_RESOURCES_DIRECTORY}/${CROMWELL_BUILD_BACKEND_TYPE}_${prior_version}_application.conf"
     echo "${prior_config}"
 }
 
 cromwell::private::setup_prior_version_resources() {
     local prior_config
-    local prior_version="$(cromwell::private::calculate_prior_version_tag)"
+    local prior_version
+    prior_version="$(cromwell::private::calculate_prior_version_tag)"
 
     CROMWELL_BUILD_CROMWELL_PRIOR_VERSION_JAR="${CROMWELL_BUILD_RESOURCES_DIRECTORY}/cromwell_${prior_version}.jar"
     export CROMWELL_BUILD_CROMWELL_PRIOR_VERSION_JAR
 
-    prior_config="$(cromwell::private::get_prior_version_config ${prior_version})"
+    prior_config="$(cromwell::private::get_prior_version_config "${prior_version}")"
     if [[ -f "${prior_config}" ]]; then
         CROMWELL_BUILD_CROMWELL_PRIOR_VERSION_CONFIG="${prior_config}"
         export CROMWELL_BUILD_CROMWELL_PRIOR_VERSION_CONFIG
@@ -609,9 +624,9 @@ cromwell::private::exists_cromwell_jar() {
 }
 
 cromwell::private::assemble_jars() {
-    # CROMWELL_SBT_ASSEMBLY_COMMAND allows for an override of the default `assembly` command for assembly.
+    # CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND allows for an override of the default `assembly` command for assembly.
     # This can be useful to reduce time and memory that might otherwise be spent assembling unused subprojects.
-    CROMWELL_SBT_ASSEMBLY_LOG_LEVEL=error sbt coverage ${CROMWELL_SBT_ASSEMBLY_COMMAND:-assembly} -error
+    CROMWELL_SBT_ASSEMBLY_LOG_LEVEL=error sbt coverage ${CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND:-assembly} -error
 }
 
 cromwell::private::generate_code_coverage() {
@@ -644,26 +659,27 @@ cromwell::private::push_publish_complete() {
 
     # Loosely adapted from https://github.com/broadinstitute/workbench-libs/blob/435a932/scripts/version_update.sh
     mkdir publish_complete
-    (
-        cd publish_complete || exit 1
+    pushd publish_complete > /dev/null
+
+    git init
+    git config core.sshCommand "ssh -i ${github_private_deploy_key} -F /dev/null"
+    git config user.email "${CROMWELL_BUILD_GIT_USER_EMAIL}"
+    git config user.name "${CROMWELL_BUILD_GIT_USER_NAME}"
 
-        git init
-        git config core.sshCommand "ssh -i ${github_private_deploy_key} -F /dev/null"
-        git config user.email "${CROMWELL_BUILD_GIT_USER_EMAIL}"
-        git config user.name "${CROMWELL_BUILD_GIT_USER_NAME}"
+    git remote add "${git_publish_remote}" "${git_repo}"
+    git checkout -b "${git_publish_branch}"
+    git commit --allow-empty -m "${git_publish_message}"
+    git push -f "${git_publish_remote}" "${git_publish_branch}"
 
-        git remote add "${git_publish_remote}" "${git_repo}"
-        git checkout -b "${git_publish_branch}"
-        git commit --allow-empty -m "${git_publish_message}"
-        git push -f "${git_publish_remote}" "${git_publish_branch}"
-    )
+    popd > /dev/null
 }
 
 cromwell::private::start_build_heartbeat() {
     # Sleep one minute between printouts, but don't zombie forever
     for ((i=0; i < "${CROMWELL_BUILD_HEARTBEAT_MINUTES}"; i++)); do
         sleep 60
-        printf "${CROMWELL_BUILD_HEARTBEAT_MESSAGE}"
+        # shellcheck disable=SC2059
+        printf "${CROMWELL_BUILD_HEARTBEAT_PATTERN}"
     done &
     CROMWELL_BUILD_HEARTBEAT_PID=$!
 }
@@ -713,7 +729,7 @@ cromwell::private::kill_centaur_log_tail() {
 cromwell::private::run_exit_functions() {
     if [[ -f "${CROMWELL_BUILD_EXIT_FUNCTIONS}" ]]; then
         local exit_function
-        while read exit_function; do
+        while read -r exit_function; do
           ${exit_function} || true
         done < "${CROMWELL_BUILD_EXIT_FUNCTIONS}"
         rm "${CROMWELL_BUILD_EXIT_FUNCTIONS}" || true
@@ -755,6 +771,45 @@ cromwell::private::kill_tree() {
   kill "${pid}" 2> /dev/null
 }
 
+
+cromwell::private::start_conformance_cromwell() {
+    # Start the Cromwell server in the directory containing input files so it can access them via their relative path
+    pushd "${CROMWELL_BUILD_CWL_TEST_RESOURCES}" > /dev/null
+
+    # Turn off call caching as hashing doesn't work since it sees local and not GCS paths.
+    # CWL conformance uses alpine images that do not have bash.
+    java \
+        -Xmx2g \
+        -Dconfig.file="${CROMWELL_BUILD_CROMWELL_CONFIG}" \
+        -Dcall-caching.enabled=false \
+        -Dsystem.job-shell=/bin/sh \
+        -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
+        server &
+
+    CROMWELL_BUILD_CONFORMANCE_CROMWELL_PID=$!
+
+    popd > /dev/null
+}
+
+cromwell::private::kill_conformance_cromwell() {
+    if [[ -n "${CROMWELL_BUILD_CONFORMANCE_CROMWELL_PID+set}" ]]; then
+        cromwell::build::kill_tree "${CROMWELL_BUILD_CONFORMANCE_CROMWELL_PID}"
+    fi
+}
+
+cromwell::private::run_conformance_wdl() {
+    pushd "${CROMWELL_BUILD_CWL_TEST_RESOURCES}" > /dev/null
+
+    java \
+        -Xmx6g \
+        -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
+        -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
+        run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
+        -i "${CROMWELL_BUILD_CWL_TEST_INPUTS}"
+
+    popd > /dev/null
+}
+
 cromwell::build::exec_test_script() {
     cromwell::private::create_build_variables
     if [[ "${CROMWELL_BUILD_RUN_TESTS}" == "false" ]]; then
@@ -815,15 +870,11 @@ cromwell::build::setup_centaur_environment() {
     cromwell::private::add_exit_function cromwell::private::kill_centaur_log_tail
 }
 
-cromwell::build::run_centaur() {
-    "${CROMWELL_BUILD_ROOT_DIRECTORY}/centaur/test_cromwell.sh" \
-        -n "${CROMWELL_BUILD_CENTAUR_CONFIG}" \
-        -l "${CROMWELL_BUILD_LOG_DIRECTORY}" \
-        -g \
-        "$@"
-}
-
 cromwell::build::setup_conformance_environment() {
+    # Override of the default sbt assembly command which is just `assembly`.
+    # The conformance runs only need these two subprojects so save a couple of minutes and skip the rest.
+    export CROMWELL_BUILD_SBT_ASSEMBLY_COMMAND="server/assembly centaurCwlRunner/assembly"
+
     cromwell::private::export_conformance_variables
     if [[ "${CROMWELL_BUILD_IS_CI}" == "true" ]]; then
         cromwell::private::install_cwltest
@@ -835,6 +886,23 @@ cromwell::build::setup_conformance_environment() {
     cromwell::private::add_exit_function cromwell::private::kill_build_heartbeat
 }
 
+cromwell::build::setup_docker_environment() {
+    cromwell::private::start_build_heartbeat
+    cromwell::private::add_exit_function cromwell::private::kill_build_heartbeat
+
+    if [[ "${CROMWELL_BUILD_PROVIDER}" == "${CROMWELL_BUILD_PROVIDER_TRAVIS}" ]]; then
+        # Upgrade docker-compose so that we get the correct exit codes
+        docker-compose -version
+        sudo rm /usr/local/bin/docker-compose
+        curl \
+            -L "https://github.com/docker/compose/releases/download/1.23.2/docker-compose-$(uname -s)-$(uname -m)" \
+            > docker-compose
+        chmod +x docker-compose
+        sudo mv docker-compose /usr/local/bin
+        docker-compose -version
+    fi
+}
+
 cromwell::build::assemble_jars() {
     cromwell::private::find_cromwell_jar
     if [[ "${CROMWELL_BUILD_IS_CI}" == "true" ]] || ! cromwell::private::exists_cromwell_jar; then
@@ -848,6 +916,39 @@ cromwell::build::assemble_jars() {
     fi
 }
 
+cromwell::build::run_centaur() {
+    local -a additional_args
+    additional_args=()
+    if [[ -n "${CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS-}" ]]; then
+        # Allow splitting on space to simulate an exported array
+        # https://stackoverflow.com/questions/5564418/exporting-an-array-in-bash-script#answer-5564589
+        # shellcheck disable=SC2206
+        additional_args=(${CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS})
+    fi
+    # Handle empty arrays in older versions of bash
+    # https://stackoverflow.com/questions/7577052/bash-empty-array-expansion-with-set-u#answer-7577209
+    "${CROMWELL_BUILD_ROOT_DIRECTORY}/centaur/test_cromwell.sh" \
+        -n "${CROMWELL_BUILD_CENTAUR_CONFIG}" \
+        -l "${CROMWELL_BUILD_LOG_DIRECTORY}" \
+        -g \
+        ${additional_args[@]+"${additional_args[@]}"} \
+        "$@"
+}
+
+cromwell::build::run_conformance() {
+    CROMWELL_BUILD_CWL_RUNNER_MODE="${CROMWELL_BUILD_BACKEND_TYPE}"
+
+    export CROMWELL_BUILD_CWL_RUNNER_MODE
+
+    cromwell::private::start_conformance_cromwell
+    cromwell::private::add_exit_function cromwell::private::kill_conformance_cromwell
+
+    # Give cromwell time to start up
+    sleep 30
+
+    cromwell::private::run_conformance_wdl
+}
+
 cromwell::build::generate_code_coverage() {
     if [[ "${CROMWELL_BUILD_GENERATE_COVERAGE}" == "true" ]]; then
         cromwell::private::generate_code_coverage
@@ -896,8 +997,8 @@ cromwell::build::exec_retry_function() {
 
     # https://unix.stackexchange.com/a/82610
     # https://stackoverflow.com/a/17336953
-    for attempt in $(seq 0 ${retry_count}); do
-        [[ ${attempt} -gt 0 ]] && sleep ${sleep_seconds}
+    for attempt in $(seq 0 "${retry_count}"); do
+        [[ ${attempt} -gt 0 ]] && sleep "${sleep_seconds}"
         ${retried_function} && exit_status=0 && break || exit_status=$?
     done
     return ${exit_status}
@@ -907,7 +1008,7 @@ cromwell::build::exec_silent_function() {
     local silent_function
     silent_function="${1:?exec_silent_function called without a function}"; shift
     if cromwell::private::is_xtrace_enabled; then
-        cromwell::private::exec_silent_function ${silent_function} "$@"
+        cromwell::private::exec_silent_function "${silent_function}" "$@"
     else
         ${silent_function} "$@"
     fi
diff --git a/src/ci/bin/testCentaurHoricromtalPapiV2.sh b/src/ci/bin/testCentaurHoricromtalPapiV2.sh
index 256a1711dc7..e0b1318b921 100755
--- a/src/ci/bin/testCentaurHoricromtalPapiV2.sh
+++ b/src/ci/bin/testCentaurHoricromtalPapiV2.sh
@@ -42,7 +42,5 @@ cromwell::build::run_centaur \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
-    "${CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS:-""}" \
-    -d "${CROMWELL_BUILD_CENTAUR_TEST_DIRECTORY}"
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testCentaurPapiUpgradeNewWorkflowsPapiV1.sh b/src/ci/bin/testCentaurPapiUpgradeNewWorkflowsPapiV1.sh
index 0322d142844..e04fd68de81 100755
--- a/src/ci/bin/testCentaurPapiUpgradeNewWorkflowsPapiV1.sh
+++ b/src/ci/bin/testCentaurPapiUpgradeNewWorkflowsPapiV1.sh
@@ -18,6 +18,5 @@ if [ "${CROMWELL_BUILD_PROVIDER}" = "${CROMWELL_BUILD_PROVIDER_TRAVIS}" ] && [ -
       -p 100 \
       -e localdockertest \
       -e gpu_on_papi \
-      -d "${CROMWELL_BUILD_CENTAUR_TEST_DIRECTORY}"
 
 fi
diff --git a/src/ci/bin/testCentaurPapiV1.sh b/src/ci/bin/testCentaurPapiV1.sh
index 5dc6c1cfe7d..377acd45360 100755
--- a/src/ci/bin/testCentaurPapiV1.sh
+++ b/src/ci/bin/testCentaurPapiV1.sh
@@ -29,6 +29,5 @@ cromwell::build::run_centaur \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
-    -d "${CROMWELL_BUILD_CENTAUR_TEST_DIRECTORY}"
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testCentaurPapiV2.sh b/src/ci/bin/testCentaurPapiV2.sh
index 83db13deab9..9d34a5b8821 100755
--- a/src/ci/bin/testCentaurPapiV2.sh
+++ b/src/ci/bin/testCentaurPapiV2.sh
@@ -31,7 +31,5 @@ cromwell::build::run_centaur \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
-    "${CROMWELL_BUILD_CENTAUR_TEST_ADDITIONAL_PARAMETERS:-""}" \
-    -d "${CROMWELL_BUILD_CENTAUR_TEST_DIRECTORY}"
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testConformanceLocal.sh b/src/ci/bin/testConformanceLocal.sh
index def67ff2c0d..74e2cabc462 100755
--- a/src/ci/bin/testConformanceLocal.sh
+++ b/src/ci/bin/testConformanceLocal.sh
@@ -9,48 +9,8 @@ cromwell::build::setup_common_environment
 
 cromwell::build::setup_conformance_environment
 
-# Override of the default sbt assembly command which is just `assembly`.
-# The conformance runs only need these two subprojects so save a couple of minutes and skip the rest.
-export CROMWELL_SBT_ASSEMBLY_COMMAND="server/assembly centaurCwlRunner/assembly"
 cromwell::build::assemble_jars
 
-CENTAUR_CWL_RUNNER_MODE="local"
-
-# Export variables used in conf files and commands
-export CENTAUR_CWL_RUNNER_MODE
-
-shutdown_cromwell() {
-    if [[ -n "${CROMWELL_PID+set}" ]]; then
-        cromwell::build::kill_tree "${CROMWELL_PID}"
-    fi
-}
-
-cromwell::build::add_exit_function shutdown_cromwell
-
-# Start the Cromwell server in the directory containing input files so it can access them via their relative path
-cd "${CROMWELL_BUILD_CWL_TEST_RESOURCES}"
-
-# Turn off call caching as hashing doesn't work since it sees local and not GCS paths.
-# CWL conformance uses alpine images that do not have bash.
-java \
-    -Xmx2g \
-    -Dconfig.file="${CROMWELL_BUILD_CROMWELL_CONFIG}" \
-    -Dcall-caching.enabled=false \
-    -Dsystem.job-shell=/bin/sh \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    server &
-
-CROMWELL_PID=$!
-
-sleep 30
-
-java \
-    -Xmx6g \
-    -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
-    -i "${CROMWELL_BUILD_CWL_TEST_INPUTS}"
-
-cd "${CROMWELL_BUILD_ROOT_DIRECTORY}"
+cromwell::build::run_conformance
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testConformancePapiV2.sh b/src/ci/bin/testConformancePapiV2.sh
index 09a4beb209d..59f1ca3b7eb 100755
--- a/src/ci/bin/testConformancePapiV2.sh
+++ b/src/ci/bin/testConformancePapiV2.sh
@@ -10,52 +10,14 @@ cromwell::build::setup_common_environment
 
 cromwell::build::setup_conformance_environment
 
-# Override of the default sbt assembly command which is just `assembly`.
-# The conformance runs only need these two subprojects so save a couple of minutes and skip the rest.
-export CROMWELL_SBT_ASSEMBLY_COMMAND="server/assembly centaurCwlRunner/assembly"
 cromwell::build::assemble_jars
 
-CENTAUR_CWL_RUNNER_MODE="papi"
 GOOGLE_AUTH_MODE="service-account"
 PAPI_INPUT_GCS_PREFIX=gs://centaur-cwl-conformance-1f501e3/cwl-inputs/
 
-# Export variables used in conf files and commands
-export CENTAUR_CWL_RUNNER_MODE
 export GOOGLE_AUTH_MODE
 export PAPI_INPUT_GCS_PREFIX
 
-shutdown_cromwell() {
-    if [[ -n "${CROMWELL_PID+set}" ]]; then
-        cromwell::build::kill_tree "${CROMWELL_PID}"
-    fi
-}
-
-cromwell::build::add_exit_function shutdown_cromwell
-
-# Start the Cromwell server in the directory containing input files so it can access them via their relative path
-cd "${CROMWELL_BUILD_CWL_TEST_RESOURCES}"
-
-# Turn off call caching as hashing doesn't work since it sees local and not GCS paths.
-# CWL conformance uses alpine images that do not have bash.
-java \
-    -Xmx2g \
-    -Dconfig.file="${CROMWELL_BUILD_CROMWELL_CONFIG}" \
-    -Dcall-caching.enabled=false \
-    -Dsystem.job-shell=/bin/sh \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    server &
-
-CROMWELL_PID=$!
-
-sleep 30
-
-java \
-    -Xmx6g \
-    -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
-    -i "${CROMWELL_BUILD_CWL_TEST_INPUTS}"
-
-cd "${CROMWELL_BUILD_ROOT_DIRECTORY}"
+cromwell::build::run_conformance
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testConformanceTesk.sh b/src/ci/bin/testConformanceTesk.sh
index 0d7d077caa3..b309ffac072 100755
--- a/src/ci/bin/testConformanceTesk.sh
+++ b/src/ci/bin/testConformanceTesk.sh
@@ -1,6 +1,7 @@
 #!/usr/bin/env bash
 
 set -o errexit -o nounset -o pipefail
+export CROMWELL_BUILD_REQUIRES_SECURE=true
 # import in shellcheck / CI / IntelliJ compatible ways
 # shellcheck source=/dev/null
 source "${BASH_SOURCE%/*}/test.inc.sh" || source test.inc.sh
@@ -10,55 +11,20 @@ if [[ "${CROMWELL_BUILD_EVENT}" != "cron" ]]; then
     exit 0
 fi
 
-export CROMWELL_BUILD_REQUIRES_SECURE=true
-
 cromwell::build::setup_common_environment
+
 cromwell::build::setup_conformance_environment
+
 cromwell::build::assemble_jars
 
-CENTAUR_CWL_RUNNER_MODE="tesk"
 CENTAUR_CWL_JAVA_ARGS="-Dconfig.file=${CROMWELL_BUILD_RESOURCES_DIRECTORY}/ftp_centaur_cwl_runner.conf"
 TESK_INPUT_FTP_PREFIX=ftp://ftp.hexdump.org/centaur-cwl-conformance/cwl-inputs/
 CROMWELL_BUILD_CWL_TEST_PARALLELISM=8
 
-# Export variables used in conf files and commands
-export CENTAUR_CWL_RUNNER_MODE
 export CENTAUR_CWL_JAVA_ARGS
 export TESK_INPUT_FTP_PREFIX
 export CROMWELL_BUILD_CWL_TEST_PARALLELISM
 
-shutdown_cromwell() {
-    if [[ -n "${CROMWELL_PID+set}" ]]; then
-        cromwell::build::kill_tree "${CROMWELL_PID}"
-    fi
-}
-
-cromwell::build::add_exit_function shutdown_cromwell
-
-# Start the Cromwell server in the directory containing input files so it can access them via their relative path
-cd "${CROMWELL_BUILD_CWL_TEST_RESOURCES}"
-
-# Turn off call caching as hashing doesn't work since it sees local and not GCS paths.
-# CWL conformance uses alpine images that do not have bash.
-java \
-    -Xmx2g \
-    -Dconfig.file="${CROMWELL_BUILD_CROMWELL_CONFIG}" \
-    -Dcall-caching.enabled=false \
-    -Dsystem.job-shell=/bin/sh \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    server &
-
-CROMWELL_PID=$!
-
-sleep 30
-
-java \
-    -Xmx2g \
-    -Dbackend.providers.Local.config.concurrent-job-limit="${CROMWELL_BUILD_CWL_TEST_PARALLELISM}" \
-    -jar "${CROMWELL_BUILD_CROMWELL_JAR}" \
-    run "${CROMWELL_BUILD_CWL_TEST_WDL}" \
-    -i "${CROMWELL_BUILD_CWL_TEST_INPUTS}"
-
-cd "${CROMWELL_BUILD_ROOT_DIRECTORY}"
+cromwell::build::run_conformance
 
 cromwell::build::generate_code_coverage
diff --git a/src/ci/bin/testDockerDeadlock.sh b/src/ci/bin/testDockerDeadlock.sh
index fcf42890165..001ec8db95b 100755
--- a/src/ci/bin/testDockerDeadlock.sh
+++ b/src/ci/bin/testDockerDeadlock.sh
@@ -10,15 +10,7 @@ source "${BASH_SOURCE%/*}/test.inc.sh" || source test.inc.sh
 
 cromwell::build::setup_common_environment
 
-if [[ "${CROMWELL_BUILD_PROVIDER}" == "${CROMWELL_BUILD_PROVIDER_TRAVIS}" ]]; then
-  # Upgrade docker-compose so that we get the correct exit codes
-  docker-compose -version
-  sudo rm /usr/local/bin/docker-compose
-  curl -L "https://github.com/docker/compose/releases/download/1.23.2/docker-compose-$(uname -s)-$(uname -m)" > docker-compose
-  chmod +x docker-compose
-  sudo mv docker-compose /usr/local/bin
-  docker-compose -version
-fi
+cromwell::build::setup_docker_environment
 
 export TEST_CROMWELL_TAG=test-only-do-not-push
 
@@ -54,4 +46,4 @@ docker-compose \
 # - scripts/docker-compose-mysql/compose/mysql/data
 # - scripts/docker-compose-mysql/cromwell-executions
 
-exit ${exit_code}
\ No newline at end of file
+exit ${exit_code}
diff --git a/src/ci/bin/testDockerScripts.sh b/src/ci/bin/testDockerScripts.sh
index 6fca75869e9..91fd2446e0b 100755
--- a/src/ci/bin/testDockerScripts.sh
+++ b/src/ci/bin/testDockerScripts.sh
@@ -7,22 +7,23 @@ source "${BASH_SOURCE%/*}/test.inc.sh" || source test.inc.sh
 
 cromwell::build::setup_common_environment
 
+cromwell::build::setup_docker_environment
+
 # When running locally, an `ADD .` in the Dockerfile might pull in files the local developer does not expect.
 # Until there is further review of what goes into the docker image (ex: rendered vault secrets!) do not push it yet.
 docker_tag="broadinstitute/cromwell-docker-develop:test-only-do-not-push"
 
-docker build -t "${docker_tag}" scripts/docker-develop
+# https://www.traviscistatus.com/incidents/kyf149kl6bvp
+docker build --network=host -t "${docker_tag}" scripts/docker-develop
 
 echo "What tests would you like, my dear McMuffins?"
 
 echo "1. Testing for install of sbt"
 docker run --rm "${docker_tag}" which sbt
 
-echo "Goodbye. Skipping test of sbt assembly and cloudwell https://github.com/broadinstitute/cromwell/issues/4933"
-exit 0
-
 echo "2. Testing sbt assembly"
-docker run --rm -v "${PWD}:${PWD}" -w "${PWD}" "${docker_tag}" sbt assembly
+# https://www.traviscistatus.com/incidents/kyf149kl6bvp
+docker run --network=host --rm -v "${PWD}:${PWD}" -w "${PWD}" "${docker_tag}" sbt assembly
 
 echo "3. Testing cloudwell docker compose"
 
diff --git a/src/ci/bin/test_bcs.inc.sh b/src/ci/bin/test_bcs.inc.sh
index 4fd7692972b..3c9ad36559b 100644
--- a/src/ci/bin/test_bcs.inc.sh
+++ b/src/ci/bin/test_bcs.inc.sh
@@ -52,7 +52,7 @@ cromwell::private::bcs::try_bcs_login() {
 cromwell::private::bcs::try_bcs_create_cluster() {
     local cluster_name
 
-    cluster_name=$(printf "cromwell_build_${CROMWELL_BUILD_PROVIDER}_${CROMWELL_BUILD_NUMBER}" | tr -c a-zA-Z0-9_- _)
+    cluster_name=$(echo "cromwell_build_${CROMWELL_BUILD_PROVIDER}_${CROMWELL_BUILD_NUMBER}" | tr -c a-zA-Z0-9_- _)
 
     echo "Creating BCS cluster name: '${cluster_name}'"
 

From 26085f5833cee3c9091d391102d5d0885a2b7d71 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Wed, 8 May 2019 18:10:01 -0400
Subject: [PATCH 35/46] Ignore that failing PAPIv1 test (#4948)

---
 src/ci/bin/testCentaurPapiV1.sh | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/ci/bin/testCentaurPapiV1.sh b/src/ci/bin/testCentaurPapiV1.sh
index 377acd45360..c5a577e0993 100755
--- a/src/ci/bin/testCentaurPapiV1.sh
+++ b/src/ci/bin/testCentaurPapiV1.sh
@@ -29,5 +29,6 @@ cromwell::build::run_centaur \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
+    -e invalidate_bad_caches_jes_no_copy \
 
 cromwell::build::generate_code_coverage

From 39439f9652c92f6c1135e417cee118af2c4d3a32 Mon Sep 17 00:00:00 2001
From: Adam Nichols <anichols@broadinstitute.org>
Date: Thu, 9 May 2019 15:36:20 -0400
Subject: [PATCH 36/46] Contributing formatting (#4937)

---
 CONTRIBUTING.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 64071110f29..230d3212bc6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -1,12 +1,12 @@
-###Contributing to Cromwell
+### Contributing to Cromwell
 
 Thank you for contributing to Cromwell. The project is sponsored by Broad Institute and has participants all over the world, who have collectively added tremendous value over the years. This page describes how we handle external contributions to maximize the impact of your work and reduce delays in getting your PRs accepted.
 
-####Run your idea by us first
+#### Run your idea by us first
 If you're thinking of writing a non-trivial amount of code to solve a problem, we encourage you to reach out via an [issue](https://github.com/broadinstitute/cromwell/issues/new) to get feedback. It is likely we will have suggestions about how to proceed. It's also possible, though hopefully rare, that there is a hidden impediment that would prevent your solution from working. If we spot it at the idea stage, we can give you feedback much earlier than if we have to reject your pull request!
 
-####Maintenance considerations
+#### Maintenance considerations
 The Cromwell team at Broad maintains and enhances the application to serve the needs of both Broad Institute and external users. Sometimes, we may identify a feature idea or pull request that works and is a good idea, but we may be unable to commit to maintaining it indefinitely. This may be because it does not align with the strategic direction of the project, or simply due to time constraints on the maintainers. Once again, it always helps to solicit early feedback.
 
-####Reviewing pull requests
+#### Reviewing pull requests
 Because pull requests require a substantial amount of time to review carefully, we prioritize and schedule them into our sprints alongside all of our other work. At present, the team operates on three-week sprints so if you happen to submit a PR early on in the sprint it may be a while before a team member has a chance to look at it. We realize this may be frustrating and strive to provide timely updates about PR status.

From 7353b0eca18a528e445412f9843b063125759ad3 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Thu, 9 May 2019 16:31:45 -0400
Subject: [PATCH 37/46] [Release process] Don't update Agora/Rawls and skip
 smoke tests (#4941)

---
 scripts/release_processes/README.MD           |   9 +++-
 .../firecloud-develop-hotfix.dot              |  33 ++++++++++++++
 .../firecloud-develop-hotfix.dot.png          | Bin 0 -> 88253 bytes
 .../release_processes/firecloud-develop.dot   |  42 +++---------------
 .../firecloud-develop.dot.png                 | Bin 253609 -> 130187 bytes
 5 files changed, 46 insertions(+), 38 deletions(-)
 create mode 100644 scripts/release_processes/firecloud-develop-hotfix.dot
 create mode 100644 scripts/release_processes/firecloud-develop-hotfix.dot.png

diff --git a/scripts/release_processes/README.MD b/scripts/release_processes/README.MD
index 24b4c8319b2..acc034317ea 100644
--- a/scripts/release_processes/README.MD
+++ b/scripts/release_processes/README.MD
@@ -4,10 +4,17 @@
 
 ![release-cromwell-version](release-cromwell-version.dot.png) 
  
-## How to Deploy Cromwell in Firecloud
+## How to Deploy Cromwell releases in Firecloud
 
 ![firecloud-develop](firecloud-develop.dot.png) 
 
+## How to Deploy Cromwell hotfixes in Firecloud
+
+* This is just like the main release, except we don't have to wait for a QA perf test, and thus
+we don't have to iterate the swatomation runs.
+
+![firecloud-develop](firecloud-develop-hotfix.dot.png)
+
 ## How to Deploy Cromwell in CAAS prod
 
 ![caas-prod](caas-prod.dot.png)
diff --git a/scripts/release_processes/firecloud-develop-hotfix.dot b/scripts/release_processes/firecloud-develop-hotfix.dot
new file mode 100644
index 00000000000..ed22c730acd
--- /dev/null
+++ b/scripts/release_processes/firecloud-develop-hotfix.dot
@@ -0,0 +1,33 @@
+digraph {
+
+  # Nodes
+
+  release_cromwell [shape=oval label="Release new Cromwell version! Woohoo!"];
+
+  fcdev_branch [shape=oval label="Make firecloud-develop PR for new Cromwell version"];
+  fcdev_test [shape=oval label="Retest firecloud-develop PR. Confirm Cromwell version in Jenkins console logs"];
+  fcdev_merge [shape=oval label="Merge firecloud-develop PR"];
+
+  dspjenkins_PR [shape=oval label="Make dsp-jenkins PR setting new Cromwell version"];
+  dspjenkins_merge [shape=oval label="Merge dsp-jenkins PR"];
+
+  jenkins_set [shape=oval label="[Jenkins] Use dsl-seed to make our dsp-jenkins branch the default"];
+  jenkins_reset [shape=oval label="[Jenkins] Use dsl-seed to make 'master' the default again"];
+
+  # Edges
+
+  release_cromwell -> fcdev_branch
+  release_cromwell -> dspjenkins_PR
+
+  fcdev_branch -> fcdev_test
+
+  dspjenkins_PR -> jenkins_set
+
+  jenkins_set -> fcdev_test
+
+  fcdev_test -> jenkins_reset
+
+  fcdev_test -> dspjenkins_merge
+  fcdev_test -> fcdev_merge
+
+}
diff --git a/scripts/release_processes/firecloud-develop-hotfix.dot.png b/scripts/release_processes/firecloud-develop-hotfix.dot.png
new file mode 100644
index 0000000000000000000000000000000000000000..6549a2eb2ca11f7a221ae847d5601c7dce31fb70
GIT binary patch
literal 88253
zcmZ^L1yI%7_dOsfC>NAQN)VJ1q`Nznl5Ug^=`I2321!9c>F(|l5Tv`sOCw$Xa}nQr
z-~Y^S=FSU-`-yYT-h1t})+R_nPW;|o!n<&AaQ7r7L|($dA>D_AgRetH20!t!LR|#^
zg137qE(BLNK)eA5CjciYBB<m9znOwmudIC5qyrHZRCq4XA*O^uw>iet2|f<*L}E(r
zh<iHdhWf)JkEt1SO>k9a;C~_eqzmUW{DI=<Rnhw8AXnK=&H9Y1rR`E3Us}g@!??>B
z-+5`%c_^-A6wjMy6l4hh=VzB6;ek5h;`7t_(lrqQ#Q*ctELQOl5eowUe}1~3kS#t>
z3XBu|zb_)w`pFXE|GWUi+Z0h<StAqY-)D^w)g4IYJnCa?`k`hrm}=2<b(Y5@JJ@A!
z(_5o&q?J6FI*`IW{-x>iC`ta{TiNCDyl2r%y8;7JA?_U7*^s`;1A6sx>$@@rMxsY<
zeR1^kTI)$xjnDdQh@f8!)GPK0*Oy}sZ9J|{*Q+*bn-S1gG{<Z0%?vaO-@42Sq0<|p
zGgRvi^m>#u&Aq*R{6A~x?d2yti+uZ}3do3%U&aH;8;4z_o-DuQ`7dL>Zme?fn~l+B
zUR@jv@_no5XG0YBs}@2>P?Hr>sU(Zjww$gk2sR*2!yO(zP}B^5RVix2FdlQcbVhR~
z8cD}6Qnh)i=|cgf*|0bj>7_Bwt{SI&U#c^cN}s{ZHVIWLluQ?mDUcRa64Crz`F5n!
ztkJnMsCKs%{hVc-d3vhCY&~`>(phWjv-^MdV~rl(NIA9Y!ruO77rgIMdsV-%|D}|~
zX7N!rjc*njLh!<Npp5r}@8m0y&u&P14DrPeI>@tY5HqU7-ttLTRHwRUs0B*oyd*}<
zh&8bo%dl~+j35?W<p^D}Wl;R+zK<i)Rvv+mB$~Z7T~#HD`<n9ANS}?zcTqgnXXkl=
zUa0?kSctq8vF|5^RxnWBEUZEyVlkiak0c)FQrSdis&y9FGx#NFB1KYtc&f;w$4OuP
zgN4*zC>zz~8O6{K#Ny%=k1*T<nKGp9-^|lkJ$7iT`E6&+b-G%FqV4w|ah<p&J8VvT
z$JH=r>SGrbP{sPs$^G&G9xcGWH7n)M+C1}tW5}HMyl#+9=J*c9<iA+xv+1qm7<^a~
zVK9soi2(oj1HR%+H)|+#Sm;y!(J%|EP7or5JQIfjw`MZK)g{r{BS5jbi-Nh1temm&
zWT~<pTUsfp(_WgP=Cl2;A3d~j)&B`Wg+)Y4VwID7>D$3zIRr$p1e6k<>j_m5BDHdK
z*go$py#t{ji<1dNSJdrJ74v>BxBBw6VpSZMh9RQ$_W>jLWcst5_!2J}ynK%lAqpS;
z^??+NuUT=qFJA{xeg5$80>_Ypmo(z|@+%7VGbLhp5ud%~uIZ|I53}XY(1WK3Hi;JV
z?#C(AQGwRo6hxwM*^>x@E(GHeI9L$x{U-v+U6RpHjOao~4&0P<IX#@35twn8*!Rid
z1#LF6;wu@nYL&kB(UpZT8Yt#d{2LooVgjvtLH80q(!zd*Bk2|YyTqVtN>#@_HqqnY
z8~f4WxQ^>;7N0t5lwdsG$w}#eG!Ns!q>7LlaxUy}2)Lt?F^gd_$(;&BURk%eO&JlQ
zcdo{16iR7%oUU5<<ET8(<|%uak<OR-$>5)C^)bTBukDFn-YeLedZ9j)@S;Qw^wDwK
z^B-qyx)}aq&>6D#v2vSSjDT@cNxOBK<*vUPCI!jO9h>W)G?&q;^Bt7<t`n2;B)r7J
zGZ1?xM6t`GVbg)rP*}g;TRAL6OE6NXRrf6OcRh)Wmd<USd=?FE+e_?ts1EzV+C6yf
zDE{jUJ0eco&*NB+#U_4!&(tCgAyDce>+fS`9F#HWc!u&x0S$fa+r&mLSe{UMFPR@|
z&nPIe`4ifmD@DyrTdDI)d!LOJXjI8)*^er_r!eQRUrqcBxy>|W2yy}-iT+8%-ksE5
zqTi^~-1OVt-zyvBJMYgyegDE_;CFB&2j%5{U*B_FR;8$jFMnb#q02~AWaSPztH(RN
z-T-_NQM&xo=F+oYdDDbu`FgW;j#aGVnj`T+tGWN#&3j~Ii^cG}@4noeAs+Z8H*$!_
z@9*N;{8uLiI;l(s@5{*1pE8!z_wT=~n=;LFrdmt?a|Q)2(IEU-c@})V7^HkN{6o7X
z$lh4!mWZN!L%)B1Z-a6{^9`Vdb%lGHD*uM2Hv*aj2OT8F;Q@$N?+?_w(^gHBL!X2#
zb{ATX=3I9s&v%-3#{BBj8On!*818rC{iqmI@1xfa6#w$)p@-ZMjR#Y=^p|qdJbn$D
z^Ziulp_3;k**t?5S@F6amEU8Z8OmesVxK?xDRsM~3i==(<0ibm*1&!+WR7S}>j5pO
z+63pcihbT~q(g{K6M|NvKB?<_ubw%a^%Hg!%k<DsA=qy#m>{4Akh<-9kDu%X;D3M>
z8|mF|Y}5U0^KN$2`oZ)whcyFuL-7CX-l_zM4$iRLvzw%MNWKd#YN{1DX+>w807cGR
z_&tV=BYRZLu29WJcG6TQk(IgHgG$rUT)y}rrau=E74Zrg+-W>7Y`8p{zPb=sTd{%<
z`cgS*Of>CrzSR&_pe_2hh^JG4)y(hKQ_X?pxrHXgC$b+6<@ruOkH>4f^mttCiEB8o
z##&5UR2{~5(pSw4&rTuA+<ZCx0__6St)l_%or%1n#$Tin5S;b?#ATJWy3Nwyt(x`J
z$~hNkEI;a@!rz;bVMkcwOTKvqi~3k0-CsYx9xeD{PJxnaRn&0wk-mDtr*hU|dXn_|
zM10z&>(M=QVUTEUk}?@j2W?TkJ~+VnyoWzt9gV8$Oz!tFTAgoIr9FB#B$)b6H0Ga3
z@BIiuu9QUEUJiEWmxxyfY1b3q*yqi|d5;q4i<=QFIZMHnChl`@F4&;Isxwu&eZpKU
zvYy_@;XF&EY29lw*=w2Md{g&1S0EZri~f0AMgO7>DtWL+J(!=kZcq~|L?Wu4#N{V>
z-Aa@+Pu`Qg+%TSfiD`py-kIUz_rk%JBb@8W1|vE0MZ*j}XVEnT<D4_O(EX(k8b{y`
zzf@QT`LFBsg1)|VL@>1MAVd@Nc6w`Q4vTGG11MPZrMQBFL4MC!dCkw_E45a(1+<-O
z2RzNS35enVN4$$>i8Ld&X~*)wOm<#N94!=dIEt3%tLZ(9RZ;KZ*WJ~7tTk0>0Ucx*
zYuM`~Ix6zKq%Ct^PjReFahQ5qra4cbX`AM>gtqPt8PoKKYP)P?IV^{=$C*=LFOkoI
zZE!fAb>yy`Yj8cE*q8Y?5^0DKGU+Z*<o}$dbPO~<ye&#Y9y#?Y%M?GnTEms@NUGVs
zqNXdZN!Oi*=v`_KGz7ijCeP~?aFk^nX6;pV@HF$IAq!0ld|^cF3}~$?!-ZPh{EZ8D
zDl#7=a61+rU<TPnMJRLEY}Z1g7KRgM!0DBQ*rYr)z(JfWrHF$z_EZ$&bAL-fQlx$j
z9y^+BfmQN>cqrj2KzC#-yw@)Vd7|kme!Ohd3C#KESMAcX({!DRNdD}#c}WK|)Hlg|
zjkw%>q1n4}E9RBlo&hrv(enp>MV}42!aU}Xld}f`klA&bj3Jm%H}jH5%^b7uMr0)e
z!;{Lb=J__pi*&HD^B-!w7$x}&SG~`$@SiRgdn~+*xv4Pp-jHrSG+bUu04t;0?sL<j
zspyJMkJYkmHlA-E#BWuMYuELDT2FN?EE4C*H`|yjGbsy3wzn`~+8%81e|{3ce?g8G
zm#+M=oA)HX>7t|Rac-<ZkNy0Lx~jRmc=tDwqE2%I@>cS3;gj{N4Nwqb`*c9GHa5B*
zZ!3?LLGmf1jpDT`zl#n=@J<xH-tv*H&Peua3k;ffFDA6N;i`Tff6<jY!6<u+|I%C0
zLd*%SMza4TN`)tgKCuB?;8`68d5<UT26@*l4XeZAq|wH_IqPh9TTsr=m<&4AAPlzK
z(N;#q34K+P&;tnBo#Pb8xs4KLtGX>VbQLk>Bfkx0RjpO1WT8SB)wp}KnO4c6JAiuy
zY}%odon)H?<cJAlO80qxE41NostMH*+0Mitw(CA(Gfyx%4uvLSJ1jQe!7SfZq->~d
zIRN-T$9GV1{6U1SU+Ii(-{|2`#%$VolWLJRo7;&s=Idf`$fqO7g+Ej_m?psX;RZ73
zA^xsZ!l&M%f+Zg+L9YqD_7oS8!|AF+V?~mPG9z1Zzsa`+)9y_V`x`$05%hrCg|2->
zo_`kiwPECMhS9aA>nqo~qbaj35VFkey}DYeRH=k}kf18DWM;o`SkYhriSHQ`t|VDA
z-$=IX0lqP6tzkj-4~MHw<h}jN-8Rhg(;g3A-DWr<CVjuIsK-wQYgeE<II5b9$4KW<
zLkr+H*wx6`Ucm|jIzze`b_&S+bGkts5@TDNwqU_dpOxmWJqUz+DXdu|B*kPdnX@0)
z@+j1$HwDnC0xNUd?}6OzLH)r1H-p0igRldvI?L<J<3UY_-k7H(v{>7y(&gdqJ)39i
z{MVD6VUNs?=Uj^#&bRA8Wk`BG-{`JYZz_=n<q}Km9D9DS8m}`&V3MrYvNbmC*bI;2
zMEbK2WDS!tlR<|?s?O~`_BdjBO-T_A{5D^;=&CuFJo}B|j%d}D+G8K-;;#L3aF-1V
zP4(w_Z!xL^dcO4We%tYJ;5}W5_Ml(NaoC>W9DzazTYPBW75Lyc(RNx5r3>QDOkZ9t
zQ|7OyE;kzTE<G?B%YQw$2CJ~~r#abdT`2(G;h~R(HZoqWU!70SU#(e$oVRa$mW;0F
zZRerdrZ{%akxN-x6Kl}!*Vd71)k72w5ndA8*O;}an!T9A*j}(H%l@a(W{IV@$})_)
z!@?INvua8daxyd@!O7oG>mCc%TgSJS=h;HCq9TYp#sfA}mG5(&Z<a+DR8Bo3pL@KA
zAsiJ(Nx3cIgBm$$6)ns5btxOa{ZaU+f1eiQX;eYg+*B1x<P$p?2wb$X%Il70C-<XC
z6OwUSRHwu(!Ro{6xBM5ozFqq0XiuX&FP2Fg8zK%&<Q^Jxc$z;h*%;Hb`{rkcq&G18
z9R-sld9oq<3Oj%<kZdkqH*up268-$5sbesaQ!>H(HDq=;FSp<E=TJ*HI>pP_!x~&4
z`;5AH+muli4SF=6kZ|E}5?;6C2x1B}Tw@X<CR8s;$cxJvu<J!um}AmC*-4hapgvy`
z77(0=C8<wi?2yq}_!$jImzQU)+wOUoyPs=z<99Gg9&?V@{&raNO<!_H!!=Q6!>Y0Z
zNufVK?=9WN3-=t`9Xp0K-{Sa{x?>-jI7D)4G@s&~V2!tQ6`?I1csiRlqBY0{_@yN#
zoqqV4lT?92k`fV74YgCYkhuo>mi_06oOan()Wq;MuWM8wSkVzqo#QAaFC?$G&CFh)
z$fojezBVhUz+R#OUE7beJAz*h=I;;ssR<3!G|d5M8j0A#6;#+K_&L0eGSrz@?rbTT
z@r>2kBi3w@Q<_d%|N9MyzsUqKbnqP<bd#T6wZW1eS+GDc+&-RSdz3A`B8P|qnPM-1
zfoX_U-IQvtsRD@<4b!hlJx)HMf2C9oLTbSjq)^-JP$p1hD4Z}WYKV$(=3;PZ#R*$P
zN@(qS-ioZROGjj0EI3?YHeQ`TY}e03vQGO1+4=HtoL3Ky8)Slh$(JuO#lr_siAusz
z3Cd~jM*06fzP{SIzQD&8Y8RTuiuMuBF8au1AXW+*M9P+4y6u-nTzajD{3zr1<4lw*
zS2Y3=s9LFmo;RMZ5f%LorX*|^mWfZ$q*BW~HJxfd4Acw47YUM)=!Vc?yFc=wInNT!
zJNsP|!PHBIy{5i?ukS3tHNXKGy{8`+o1kNb&p(7}iD6x!p6YuKDAMaAAGdiKaPti=
zt7(XFxsb_;y-4F59pf}@CGoz!NIBWTXg#VS-+p7^??)5z^b&O}s*$@%Q3Q&kqSi9r
z<*FO-$U%ak>B4qCXNZl|{)gg~n?$f3Xs$}r@D};ioX$=&th)nz)F6|-Mz+zK;n5y@
z9e7u66dTf<@w!;an<ZT&t23g9vbSigH^obz`2BVMpPuhEq?tG3<v6})*2JmqYhyu<
zcX-vi@l!q$dY;$k^Ss9Do0v8vzUlgch^1s<&K*X$c-!F6Z>ty)=BI9c7bmr^T5yu-
zme}g@lNoqF{kU+b<?fJ{nQyvLOYOHr6ec=5h8bGlicd&P-C9T1X}sIj%lWX7jQSX~
zJzl+sjTeR;C4TboSW1fg@)D|ZZCahP<U@?^-g=0ms^2^7IKO4Xd{AT81ubLT&h(FQ
zvRcXwC3?19uB545<MB>Bbp1nNZFT2MYaJ>}l0B}>zQ@af+^jM_NS}A`+Mn?AFB3~^
zoomiBeHf=ToXU|Woxc}vcXtuVCopbNp<7KXyG81|!Ie!D_BrEx!#dvG>jkM~2LCX@
zdKBLdy*2A?L61AtYB}fz8iD8x287GeOL4^c+4O<^jSPWJ9#UiBr2KQ^%W-l~KY!!F
zBXL@QNB8lJtpp$l_ljtVGsxAk7Lj(MU%z<sa2@ej_?2e3YvM--yg|+S5aR{nol)jr
zakYONJ{-|>n@nldhg|kIp!q|vfc5M0P`0UVAEF#|!H&_|PK$dz9DzmR=InPfG`Wrl
zpn>q+9sqZFWMh}}tI<xr%}MEG7`?l9_i2k1y`4<))xN<5?(!v)H0@&#?c$JwYTvg^
z{>wpw;utLpE@mxLod!o(It4=qc41Rel?w_Io>-HCkrKqh92e*F*A6x~kr8TkF-exS
zJwBuAbA6AOY)GU&QP|5EN6s2g2?R~MlV1qei%PAmqH|vL;I>R4F)^u)7#$Uwr7g3X
z)uAxsed)rmnSV15nvk6(CF{)NiT8U-{vk$&ao<?x8}J5GcrCi|4RyFvlM({_Q3E#R
ziFxkYyvDlrO)Bn^SveLa^{puM#245Vj`;j=*cj1Xq^Y|H6XV+2b2s^Od&!Z1zUM@^
z58UL#@#Q(HIekt%KC#^k3_Zl&nxtPzx8Nj(7skTyxBp59)CLt+^Gh@{j{MDH#AnAo
ztON*mf*uOZuvV#kaJL-E4t*iu*TZ0_GoZ}z9(#r_&!V$743SoiDe8y!%EOke?+<b!
zkl3_}7lZ?a@mq5P4bjPs({OCBemnnS)_LQJg@h%He4qFynwHQ76P{JKzUykNYON^Y
zm>Fv<<oG)~|H*>yKxVeP*%Yp3hPz!LyQ&d;g5q${)7(vkF8|u!HBY-}*oay}*=*#Q
z?o&nypoV7+m4uw<<eY9d{N~#@&BphIs1EtiTAwjHulojjb`E2kjVElPEbd`?p7@fA
z568br?EWA$6@v3@iBu)zExJ-z5%h9YX?!_Rxe!VE`@%EJmWG*VrdTunQN~+P{RI&L
z`#!B+%&0i5+b3_9=D_7r>(>3Y|9eC}UU}YT{d4=%1M;!7rUZ&#i<Ln}r2hRaF=Yc>
zeg4cksMoraBF592NXM$0Q9TmDSu%8*n0;R$jNf1MQ4ms?id0QPR7-nVi@h$k>vm@L
zpHmv`Rz`ReFlAOAbeWCWtH1HIxpTjVg|1!f9r?q^8UQgpIO&+oO4&jzYJU$)&${DB
z5?-B3NxWN(OFFF-?<*SDb}i^-Pz!n~^fKldv<wd-fd15e!;bt|fP6gPf>Z<t(S%te
zT8|Jqp?3FCU$v*p$DO&yFYF74hnTwU<?@khy6)0{M@pPWJ~p5uANw-c`m~`jg3V55
zB>{TXddOuNKHkS}kqh1Xo;h<@h@Mmhb<cX%etfcrI!)73OUd)L15V#Z^}Bv|OQpsT
zz+=Bjc3KKb{q2MCi4u_}K<H&ONSqH$+uM<U)1qdjK8>|l%wi?qyF(BvnbFD>MT&?w
zLs{SNf~?N0(1rbCILbZ_dxq)~Ka8rS4F=>14CQ$bmF7uAgy-e<{Q#ZK!+FsE!aWfh
zF&ej7(BeXe=99HE$S;^6-8~_N9XvIV#!18a!mu0Cgxtffk2aRo$Y31BP~Jo=PeCw6
zl<%{&fz7;#yq7EGli1%${Gw%Q=*3o4a<<icW8$*Up@|SPK6Za|O8XPTvsD+vs&5QT
zOdV~Q{K=Cdw$T7u@I?Qn3@rBGA+R+dm%O)*A*7?ZYJocDHd-oDCaiS^(2LPLyXNC@
zuCaC68S3BUDFjLG=mgSH{?_J@j@;zNY}fEdJ;vW`DAxnCBA8IOM?Gdhr-O%i;3tr5
zHdAerXwTy+!6URECnO!H_miNt=Pa4wqO*r2b-<Fi3UAnW!rJp_b8;kl-`X6NbOFi$
zNDQZEgXMDk-3yP<n^ealN0WyW#+Tg;ud=NuE1m_k;_ruGjFk=~A@cvr_!<ccypHYD
z#~($59s6!!vg))aEuv#OF+Ed+`d@1zqD_u7wB1|Ls3}|Y2X)q*KdpE0RXZ6^g#-pj
zG_$owhVz|uBjrI7`0X%S<sK?xVP@jDG8yjQi?c*)#mi6)3|;H8k!$Dldv<qe9<(V-
z)4qKMwmnqwPR1HXm@26ZGQ>^`-VCisv`+`|iRpTy5=ts64@|gz&l4b$_+d_Uv-&8f
zr_mZ`QXN16l3sItJhTe6I;%Gn(|(&3TVG`3Zv8+ujQ41wT5afIOB_Z^OKsna_QKj<
zxsnp8Q4tn+pTZiM#mJFASCK02$a|i>!WLC$5L(-~bDx6@4Oh2EFW^yJgnw+w>Rgr|
z$2)@W@2_6q26DC#GQB9YHon$H`uMu5W+}lY6{MhSre6DbKeb5C9jZc&S9<j)T5Hcv
zJEP7qwE;!abc_?pU`)BjbGpsTjE*us(QidbsknEZVqi+-+s9DX-$i{@*^T^-qgdu%
zA(X+vmZ8)x+CG_Xg~{#()QmQ;m$80VsABen9=Yn;6l!K>$K!R*SWQUXQu`cjPe*H$
zXQ%$)!m*#vP&=&2o>?xSI^`-!wn+G)Sw6JGVNVamfn3f^Q#tBY`|EboRQTCid+C#O
zEV^>(QbyDAe>zb)gvT1iTo+xUx5P;ZS_I<4lv&YXe_gvkTNZmDCT@OQuF-3Hc8rTe
z^ra+|)qDDh^5`1|#mTnuR+_4ks8L#h<cSW9vW(GB6GWaF`gRyGs|^~FT2`bqO~E4-
z(v&wDy317spCiOW-6mtqYI%Aj0;wd0?qVB2<{3~mSRcK#m|p3L=Ix^|+47-Lw{SJc
z|6-PwWEwK;-edX7MdOn}B42idD`SJFOJhl=7oW|1jwk5`bmb#8EoTXeudb@mi{pn)
zO$nnly`9Ah5=lYQQu>rpS&&u`Ts-G)74+<5hp3(cKkqPm$E%Zzz!T){G#qPtR$?Fg
zK3NVw7Ezd7RyB2h<$6my2q5NS;ZrRZ6Fw+_k$v9#R9?@24+&!uOfp<QV217^$hxtX
z)?=eE&{M`TA|2k+j|vEGN@QldOm@CTRVJBYyBKlrNzPf-2ytDWZBfITeAq|91xDP?
zC4B9G{ofD=qQsN^pPAuPfSNNds^9;h$69%H2Gs~$HEOy1@!(ZEMp>wxXv*!zJVe!1
z?w<F@({cM=)@4vYAauW4c@Z$o7A*yJ4{JZMefUEyc%iZ+1HSS7iys8A{G0w8Z6WG(
zSeo&*gqtq;KtkQmB~wCu=p;~?7AYtQER7=7&I}4jZb*rb0)ZPFuUCXMWnBT|Mn}nB
z3V_m_R(nr`Eb?hYdMD~(`d{2dp<n~kgk~c0+HPJ94qo4CvG?LvUeQ@FB@_13_VejC
znW35rB1#x&D1;9g^S!d);N8?vZ!rpi8JW~|a;%sJ(DCCkyG)~yf=BbM@TVJuwf?7F
z6ic}J-gCLid1AGta{q{!3K_7)``P?;@@Db!f%pca4L7%{=8y1XwYhTS)3$>!gq~=j
zC+ca5U`&Sap2DFqEBz@#YmdCsJg+9LIj_K$H+Y;Z2H=){bJfp|Sey|$vb{!q$ZS6S
zB*|PKhzg7x&Ohp*v4wPhcWtO2+?ef!wbl)P+v@|TLYpZTYAcPCuk1v=y86&N(ntD0
z-K=1hF}pr_Uq~u8&+auw6BjwyZxO^|-1ZNUNb8AWJ-$nT5qMV+CzCX)EVl;r`8M+b
zO`%<atBNsAK`6rdmjwS154LaV5mCj>$&w0h_CtGM{&VQl5h$zpjD_{x_klVA_+S`o
z$kWWH@<FN8=4DVy#exrdoOZydK5UiWAS1Zt6R=w*dlm~)eh$NDYUP88JTHtx$RU;H
zlfx>SHllcF<C=D|*G_FH#HkgwoR;qehpGNnY#x}XF=(S)baRB9P<LCU`$Z5%v~9oE
z@9r;gdt5kKy$Qyp&zFv87^^T-#lynFHdqyP3ZjamNxlD->Sluw5v}P-xE=D{Pgmo$
zu@DolK^I(Kno<fB-|1(0`Aa@z8Dx`TfGV=TMlBl>LT451dna`ZvmoAgfi_?4gQBB_
z2a7>xIWO}8(5V)_Tn^p`dLUGVg(V8l2(cZ|LUVB%mNlj$S#j#U1r}@00YBjW6fLjn
zVmFafa3XVMu`rs>x4D;v(X)gD?qBWs`6(&!<+j5x(|V1M${zvlCIT`aL|9M!l&}}N
zJ*qcq$5|h%3cHearE`t3R0sVTxc!0I;`^>X7L{O_nkb(b-e)eX8N>Z96C+d(1V{vh
zSJLx6E$1hTa{c1rY9oC>;OZw9MK<8`Yp-p+ON$?iNvTx%A8A<t3ld?ihUlCA<PSag
z!?$^+#_p2p5qj!L6iLpW5%>=p23xdzCkUj>3{XmRV^r~)!_n0cMj3Ew(rwYme#?Gj
z>3JfTobZ+B6$I6QY6jtam*)f0cSeu$K+@++?<S4n?ejJqwx&8}S#fS8jGNr14_oB~
zad8WndIgRRKD<cViO*n6{KaqE<Sz9$z{-#q45SJ-1`>)V6qMKoOe)O6FVa$@e)}81
zBI`qZGtl2R14uorq0O652jRxD{9Ex~JwFP>#7qH{`Tiog`irh`EH$1gi)l8JjIV#o
zju&bS7icrG_<T&8{xG6#Xb@F%zziyj+{q8g2!x3GbEI(Dn?AuMP^GTvqX?$cf5h$Z
zyZ?JlcHsRI{m6En5jKk{mijwfzNkv5@O0<dvPs4l$YnVf@2TZeH=9;BpH2^xqBM(A
zL~ddtxY4AGp|70mdD)}W6$|()r~rNa9~np(h$qPY#(&Sg074)h>Vxm5L8s=QC|n6X
z82~&rTIhxE?S*f4ezc|KCldHMJ3cXIX)Qr(9V8Xg^|8BHG`I+X2b99Cm+W;>EQn?T
z*{5rn3f-Kg=z2&Q)@jn^T@)OJ@*3#U<%3VY8vQ-w@K|49(laZiI>;3_6+%`7ZoJE!
z_G@*>^C<d{hK$!BWhm1<8u?}ps<)U7B|0lkyriiMUqgtsP{)35wsTZ(Hx9RK9nU&e
zrOCICMl(4wW$Pn-Gr=VkYaPznHk|YiOZkj32C};vlISDE7kNIcf0trc|COCX96Va|
zAL%_%;D3)kI13aAhF0Gy$9gM5bRTpi(fnLd4--=0@|J1LHuxUsrS?h`E<;~5F*SRA
zQf$@DUkOpV)cDo1Tj5h^F;AcBvIAl^4f7}qDJPkOXbbH)4-`M%4X4tE=s<~1WtoLH
zO*=rt!XmbRxrE}3X^@4NbR4L^jJUL8?$z6^X=cT#2KxL4^LDaWiC-&%h86P%Dno!H
z<?_=%^#@i>V?bWUT`m5i_-FAbhC&b_@fm^LEUtWa<!nBPswd0K+o7o_R!dn4=L^*@
z@t{U3k_n5v`YH#<#FEyno+LpeI$gdX{bXO9)cr?C>*1Kjpu>b73iNwsK)7f*U+73V
z)iY?uPxXda^?%9`?8fh5m1r?NSNitG3gw7mA^3V-#C9PKfRlFs)X@}ZO=2avygP`N
z$n_uV>rW9f@}^bx8}N<2nZ(P<4?nOWEI`h**V05*J93l74cf5y-pi!U+PS*<wmhca
zh&NFikDe~m=*jxqO`io<z?)A4PG1+)<HiEePCCrkbWM7rkbLpu4ZWwa{wI2GB6^q#
zMD)8ZIeJ*$gr&}5a<7iXtaxqH%d^9>?b*6%FZet8z?qaa;>~QivC!gM;CX!o6FzH+
z_OZl?7c(r!3$^;H$A5kNH&z1$;9*M*Ct3F=L4kj=cs0Z1-v-y?N|;9j2~SfOv|ja5
z1uR}BuO3Oo?P^#xj9NCH8n>ko;2Gyb94C$N!XHg4jgLD28+sst#5I5EJa&IN)tIYy
zyO?AM-y|1+YF-5-s{YDpOKuH|icxb=Kpg-hEXiU%Ao!)N0$0b)20C3;1S>8_69(Zm
z&?6GpO+6sWmcmRIY|i^DT*<O^|6n5U#4&fgamiEVU*3PDNO~LV;QqdF*A@6IZz6#B
z_?Com2hgomyvH+T9E3S4KZ2UOBOh-8NxPhTySgp<>n0FgEd6QN54iMx4E*!76biYB
zhBj)sk8>PuD~SLTHa?$QHF#_l2jD!I{uDrBN+-=i*BSXNUls&%nOR{?XJ;sp39LVN
z2Uw(X@ja1C1Mn7T%Fu1fOiBMuO)&iS5UpFe=ApQ(1@7&JQal!jn*-j7>9T`?kF0$X
z)i#Hts?$Kk)HI}5w)-WVZZTcSfb4m(*L4KmrtW-SQT&mSR_!~R<27Jw8Cx&s68rD<
zyJ6SwMv?e-dx*UCsX>Kibi$njqSKTpo|d8e*>6SWP<_&Ju{ZOM^X?{hQ11W6nCy=h
z@i%-%sr>ePhUjBW!5r9O`};}gLR`t^2}co#|9c9fsGh$arsV#a?yE_o?z&YmOP?6h
zL$A^M>60N!#r=CbGc{!?b_1L@Li!y{9$io}%fXiPsA$<MJ6ff(S*Sl6$kzIwlN0Gh
zcR$!h>Bp1X`_kwmQ1aIR-_49@g;t%zSd*tG@CnR*sO~UTx5GNwEF0W>Ph?qKx6?T7
zaee8C7gr**`8`wIj#Y5{UpoiLdpro40Pc~<q)7fHep8!)H^a2S<**dI{<s{^o(T8#
z#X;za<1>ngC(jK!F&;bLB}kNvC<ExV2K}7xeA56Xkh`dU`xjaOhYurs%`?26i7!Tf
zvjz_$@bQ^&1Gd7V;c%?1#%_HIoO>%(ZRaeJwk3j$3{y#1!J#1r(qjVvD`Q_@QF8-Q
z%mTcn-LY{g%YQHgxIRDpYhv7M{ICAE*MBaL#sf5>)C<G?l^zGsUaRfQHQ;nvr-n(q
z)xH2el?vc2oSX$UBT?UVvm}7}6?lFNsWM^Hihn~t26olBYy7-`zfaANVA#vM;C06w
zrrF<Pn`nkXOFWmDi_acBw3lCi%gSkN%c}9TbG!aPF6p_Rk44>9Wo0L!S+(?w9_3p+
z{wDxG1jF{wjOPd8?H(qqBTASu0Zr0Tc6;cPFLm9?GU+wP;B*#p45>GaRfvYpfIR?`
z<iR9}s$XLTFu>k4kSqS5aCAY8A<p{UDMSA^VzM7UfA>>C-a`nZ4LA`d2Y8P)&4462
zqNQMh>n#8?ez3h6BC7-b6?0(pd4JA4nP6jLIhq@bAN04U0{Nq#2*Fl4m3_uu`R{>a
zKqxc*Rti&P$8<d1&Aw;&y8{*40bngj7P>;cXVYW4lOGg#ZC4~**Ah*5HU@xUz=XE2
zI-`zVKAEG${Jb#i-x~-pJ&4G&WeN|QdU6W}z6mUB<fJ)33pYk`G@3jvH$kiDuvbjL
zP#_&Bpp5_wVm9dQU>j!xJ*$C#<ix!e?B6P{7|}o34g3dTELdV9oE*8oSEUlsy*Syc
z1b&>U!n$qKB=gcBYW|JUym*l|Y{E8M%V%Tn<8?f0B101sl0chN3eexon3khf9jK1?
zXkY(zz}(c9Y^tHsxAH}0{~Ys&MDS5*zjx;6RRFAal=RrHSr1ux2yoo9%IsWT3SHn%
zO@9QsuN!9+h(t3Wqs1L=jC94lHYRYidh#UWe=x}i1T4vj_2}!{z)z<^a|7uz^}^4*
zGAG61V+v3)D?#gkW27-kgVim*00W|VZLnkAcy(qr4TzkXQ0I6phmtt@LoFUs_JZ4d
z1S^bO*x=%iyx%(h-A+jaU=hpIFgXPL8E}nQpaz0oyF{cdiddG_1xQ0xjqc}DU~S&Q
zd^=Q<O9TlZQjI`%0tQgBe>W1;Mg$NuYzQJLLbn;@Lt^s-d7j0>l)!-Y5bpi%$2eWZ
z2`Dlad3f;5%=1pmp$=V-949s>%Pc^lccc|*xBZ`GcEO71&}%5(Ap85I@CcN#FvV{M
z+bpl3a({(d{E>YO*gt%3){<?+T6?H5XzfBniP#4U8;;bga$(wOsLQyPV@-nEaoI1_
z+v|Wm{9=x97va_9a?#wMJ&Ymup7%KahV(Eh%?&8TN1$h$0&0>4Foqfu9I0qwd*>no
z_l_9=Oy%ykC5C9b4|VOI0;9q!@D~={Kw4)|UpN^FEpCg0_weKAfP2N01?})F?&Xjd
zn>(J@btYN#4XIx`D2AL6fxm;Bh{HO49PPmqd`YD+?rjeF+~Ew-;Lf^;fj`FEo9nKM
z3KaIPvZnqD{nI~WVJ865HpRLXZ98rf7<Z~FYe7d$NvQJc-X{-L@}U|#6Ylk7I}Ecn
z6cVTAlZMUm5xL4=xp}qr+vRUZayN^R{#_M__qDtLZb0pW+ek`pN8<sz<^W!J8t8}m
zs+u<bkATIAYVI+s4&ujDILiz68EfCVz3Z#<9fu)7lo}j;pmTq`TB`N=Pbx)*rP5B0
zud#nqX-f0Bj;95PgSstH&?|vG&UODm(ECx&x1p#j6vZHCI^h~eebodh<p{u#377*B
z9PXM~&+AJzlYwN-fVV0CUSH`UJeBy@FN-QBf5N5L8?Hwlu%6GLa}9N&#GJ$0&Z{_e
z%VFH+;4m`=Y=6b17|KVSs<N^I6~08T?fs-QV}l_G)>2<gz6sD(b2?gysVV(i9KEHe
z$W&LQ9yuRs+#Kw5N;C`-o(Y%3Uq)>Km{q{uG*Z@HX*pX<d7dE_EKq`dax`tVwU%U6
z2|DzS?AtO^$7EIZjjdzKu;M>B=cA98W^9sA?!eRA<QFQd+ZjS&iBr+@BuT9+?2!dv
zKpa3i`6$xX`J~_=$m?}HgVtt7Fhl9zQuFx10YHmp-y0HFp8ZQ@Qz)Rp&>320KHncO
z7{lW22^7;*Cg<&$8V8^_O@Tt9K76UTEDEsJO?r`81&6TgbS-JnGoXvaH9r7@rsL|%
zxBrwFIG7V0J^i!R?E%r%hTsFLqfVR;6!X-l0Nbb$!F1w&ZiH7kautHU$dj_{vxb1d
zV4H~#2S?fwR$oTz%@Y2lnPA>paHK;Al}sMqLcRA`&854bFLJEv2F@m!uhFz>)*(rx
z?Y-XUcZwkzM6P!~b%C3<l=_L#4=Z5L2V9s(<<bY*TGxa2pa(>&TwFo_o{xuj!1=>%
zqxo|0_Dyzm5UiRmE2;SjSWRPKxfEdFoJj<9Ix;@+8=^9B-lYF6Fx5Cq03WEd7pRQ<
zTVc{w5K1}naUvc5#<wxqbI_MVXX~oSS>A2WO!A$sJm7}rmr)Y3-Eq|tLL`)eGZW7D
z>*?eHWnTCMRPt{YKs2g=^$W(|K8_Aa|8)8{5)-Jw?s3Q$Lo@z9Gd}_tnP^G@3Q`<p
zke2)5sKbIc%9T|nY!pN)s`)<+%@ml2Sh10k%!U~te9nb2I%+p{c7rN1|Fa}wAk6)3
zhP7|6K6HZEc(E@Hb9-vh%m7+;69BpRHxnlb_F`DzS=eT*h3f!LpSimi@?xM^oW!{u
zmTkGW%A;Xcq9Xv`#-|DauQ?5~Tmm=fyy>heH#i8lAAwhpH<J&kM>+pNvilDbUYLYw
z0lQ%3+DEgglfC7wQ1&_NW3ecPFW^ftc-}x%nmIe#GIOJG0)6F7X#yq^tjz%!0{Bo&
z0_I(y^q8*&kWG%RPuJ7zwsZbw7my`~VgL@GiFs#ldAp+B6kZZe{Y+iefz|_@>l06N
zlJ#Lobxd0w961^jgva7x<wREX-+|rWeiE;1<re68Qf0D0yO?NseLCn_89?IF-CYW}
zS=#V;7^Hqy=kh+{FLfe-_|dzW1})&5!0Y(G$KmU%oGE}}EMe!ij`}fSgo5B7%IX48
z8%KklS0k3yi^xP=@4k=|9|0f$vjuzdeb$P>!c<k$LvjWEodp0?1)6Vu)%>%HcEGti
zkz8(1fAd=2y_D9#{8MeD2aJtdAI%DFpc%cCpR_?mTY2oo%G{$A=s(fu?wZ8sUaLWr
zeJswiIZ=`c1JoqH$Qoo1ZucIxUWhQJ7hWml<!#|kZvLW}neVtWchpN;q*kQez*D#g
zs3;09*mol0o2zY>H6JE}?qt9nq&dF9;R{gBrYk4(gOktSWc__!fC#X`6pJNg1lONp
z<%Md9dI6d<hedz9DWJ7jz(zS5K*Avzl*!OTj)X1fKEw$aUFp-_bdy&z4uVDx)(X3V
zcJd%uH1D6|Ba&`|N|R^1Z2jZ)ZA><!)dPq8Sf)58bi61{%en=L4b<Cd05U|yVQ+Pp
z!WuX|303@AW5Hc#y9XKpc61Uu`gk<T_HW$1K?UsGy-zs?w|9bBvE@_EJx}{|%z;g@
zGFDZ4^8Gy`V;BlE5yqi}eUrwod3Ui5W+S!BYZW?@k7_R~PjlU_@!u?TzkN7ZLpy+|
zK6;A!=%$FnmQlgK85lI*=A^ph!pzV|Kx(PMQHXt1e)Aj7sAN}IbGm?oW3yfmcpQX{
z>tAy>E)e+EcV&sYJY-5NVY5&cK+$pd9(kY_i4O(TDerfw!l&n-$CvMFjT26{u#8PK
zy7j&DasOh&H_x)&b~NFcy>aR`y&!2c&!IEToNSht{CHb<_@kyhxYl4zs{5&Hi-YN>
z12EHY<er$l&dJw6T+=M_m!T(=N*6s5zPP?tXa6n3rG0x=o`p0AVm+RjLP7ro62}-r
z<B9&@dv!hhA6hUwU!Y?<<^>1@x84h2uhz^OE8hlCvP6wjH934_)1L0}%xI3tBApy(
zmk&C_8yMUY3lvh2LRV)+d%f9pMDu=>O%~nctzaRWB7>!T7581OjkhkTjU~i78p9*M
zdCs!{BPq5Q_12=#X1?}Aj-uN)T>a%Uj?n4Emm?HbM?4l^<n`#Vu<_L2kf+(|e5Rcq
z?z2g~G_U}DkTGAOwEW~;rG-ZDtAVe77&e7CM6sTwV!AHn6zrQ~^hOGyep3geDUz;Y
z;OB+;?9~QSd6V{|xT=6p<O7`0On>4F3sAF<mc#jRHL(y4WYPT;Y3M}02pR?<NL5y2
zBjIOnO;y<0JV}#i<1_E8#O<qKXpk>g2yRus8*JPc0!Lw@uDN1`$*TUP^KGNOVzF^A
z-^OZn*nCUO(^qa942r~y$?k8ZWsw9q=qbenndI=ao%H4hc6=_?22>{lra*{a-y40W
z^_R?c0hP(zrSleo2@qg8fn-tuf|(8I7mk=bKngOGHB=CrRaF&97es_GX3M8(n~6d`
zQ``qbOuV8pJ*tqyeKhR+a3L{^SMB!(Iy@9<L^h*!<HPI6;%VVUgxlN74=orLdGGGl
zWasx$@7oo+Awhd+DAtk~YJX-_c2fj9iJHqWb{&=m_KT}QVX*}2C7>6^dL{m;3X`Co
z?bu-K)Iu4i-H&HsbX?_TY2V#Y*aQ?JB3+CGst5pOx#Mp~vR9K$TxZ@}C*+Y0ci_2Y
z*I&FE5fXIabJdvgLF=OiO#_VXb9JgL#^)zqN$SKzGne-a5lHS=hTO+`$o=kTMB*4r
z6Ua`l0ip_hN_zjM8&CIv4P7j>sE+>$_Pb<WSsm$uzC6OrapC}=Ho&GQkchu(iKL&P
z?Ur5vw?p;wR9?}CAqaXdAN#ma7sKLr)t1p+j)I-li9-$mIgIlaR`3Lb(IA#&8Zshk
zE6bu6URXIB;e>m4Bp4R4q?d0-?#Ad#+OaE7mV!;PZAhTTH%$-C1K_afGb9_m_b0hO
zA$tyd)KJi%0**xEsH*Am8v~HV9lgzcq&H$<Ajo>LgUey~vm~3%QhWUf4YodS0)yJ>
z?h=uin_%JF4;&IRynn82k3d->C?exY*K>^Jzy2n_CN)b@iBeAyC@MTQij7}WKV^BW
zf4QVk7=!V<hr79Ue@eq4MKgLcj0uC`{sJ(+14~5!uN?leXLv-35Gn}QC$MDtl3FGq
zBGCgRZ84)que2RTBrzZeb`9m7cvBpqD$Lb)ZrPe2p>S~@_IzcIST4z_2TagI-I6yz
z&dO#0lL5F;pww<1$Q*_gPFKIN0{baO4)|Qf=f5cbJc^O<f<K;iF)YCpR6sD#e{UFk
zNK|2K(};N_xOomr$`&953SM>ra#5*WNOMa+5y0aa7yoz(Z5HPmnI`LOf1w#~<v;28
zLonR-4@D6}LVkpfr=-41DCGHM27(-##)(ED>--}yCWmT``9S6rgaizhhr&jI9=HDZ
z`seFX32@go{2QO6H-QRW0RugNP~f_jcSduRlx0LfK)e(`fk}=4qp2!C(_aKK(y}DH
z{wplthb0?1vF%2uz=?$DDd;;;X5R=yF^uqZ-Dvz+^aIN%SsbfYsH7=@)A;B;nh;1l
z=teXEv77e;7}URC$L+#P-DKmtlwf%T6sG=|G}C3!cGLD@%?1EWPzC`*={djv_Lf)u
zQh5a-d)*C&+Zw<{;*S8P!hiK_X#tFb{EDZ7N7dIo6J=<e>G+E9i@gJNBl)H-%^{+i
zcn3;^l4cE)=BdeJXx`m>c$!oO2J4))z+8hn7+F=#{I#RtJWu;81@(t7kZoNAM#yhB
zN@xKPLlp*LoSk#d>yNni+8=Cz`6Twzw%kAgHh5-xeby6z*QP<qs1F0ZnHU%oi6gV|
zM3~Rf=`7w(FD!1o%Rt!M`#5S?=})s&gQ|NO7P~Z2VsL3i;5j%<T4Nm?=0Aj&mtXq9
z9y<07MwO-&HlF>ustU!_g>^tU;$Xiz?$vPpk+OBcpkEmb5IBq~t4`KJ3(f8zV-(wu
zy%skVX?Ch<eYp$RF($uNfCu_vwLQ=eX08`%4`1?srlMVJ`1MoL4T2C!S3=V*35*Cl
z<RNW8Ny4N3q)7v0HLvRe4TDftIu-2hJ$8k~7gF{sqn21SfnZsDp1-C36V0XMy8t!1
z>__)RQ%?gCQy&NjW1dcZ#_ynGSbojn{8tlv7rVkmr0%~XgZ=9T6s>93R=<FPqphl8
z!P@pqADBe*rv1x7&A9>9F*M!)Vb)gg;vNHYFX<2KpeHlvOgN_+Jt%5?oi7tj8UUdr
z@EWGC;<kN}`}3tAQeHCt)sOjioA2E4U;wc|gPxf3Dsaaj!E0MuGj-CZa5?Sj;-Lkd
z{>YXkYBTl0OCjNPIpOK+mC(c$F1o!A3%qyY3zM^XMY`Xos9jxEpM(RZz#F`&W;ys?
z05EeUZ1e-T3YPi+TzTUY_cI1;imVLSlm~alHvS~rH70mXc^gq!-&g>|X@|CZ>=R(%
ztjl@knO5UhwCCIP-SrpyeLz(zngp%?TeU=(rHcUqQ1koB7G$Cc5c5`Q*uCF!zlw{j
z|Dm^N91$+II!2wlBgl^cAu$cC)F!Zzzeo{tFt$+voA#@mv6Y?%-JCf{sxLY&>5sXE
zE@}V2%u9@TvOk-r%6L5p1=a&|*kF)G{OW{qUN3=iWb5C*1>n^TI?b*5>#M58uqzl{
z1d4TtA(e)CiN6JKg<I}<q2mxx-DVt+I6kJr#O+z^Jus9|%0B1RrtNuYFaPYl^0mXX
zg$WQ^GPg?m7%Kaj`&ir!-T_j^`wX^wq^7sBMS3;buF*M|Dk%f)@YJkfF-QBMQq~13
z=p)&0=J$j#c@1IHhV=EjtydJKfK-_V&>6~v2K<n}BLAKn2KapJJ=BHAr1n$gZ?}<(
z!J(f3^z1r8vUHWBX$@-3BbW=8{qwH~*f*3oynzHT1tX(iT?DLMv$Xk=z_n`s3Wnp4
zz^u$Pn2ghh^+@KRUAf7I4)gAgRdjUJ!9p_)U}UVY9}ci_Qw}SU;>K}hCV@<>Z-&zQ
zO=pTF;bMv)=UA$i`79-4Zh+&+w_6`Lb+Fn!1Ks&ps>`pZMb-IOLg`=8FS&r$wFPD*
zN&#Z7QDhMBR~qO$Fa{(>B@p9ycAQ~@bKC&eSb!<AN}!*u%odRo6;?0Z^|h#7@Q|+@
z0j9Xe20aIWmzf3@<FvVN>pgM34MKFxQN$0W7q8kWf+*383s+k0!Z9f+?I@PH{r5U%
z4}i>lM2R!AzN+*S3Y$k93<fXK2RcaN@U&yVN}tt&-<Xq_Q4A41wp`5I2Q`RbERctm
zU<WqJto8BwY`m#9@Czlaf7y>ziXjn1u?q8y2hj3AsS?IQb%vAfNXo;e@Ej$n&gYrB
zhz+psCE4SD{H<@uy$u=}`lgG0hWF&}Aa&NDd$ZJ%>i=wuea}0H1`vMK_>8@P+)TOL
zvhpkg^AY5X>wsu(J~o&?+M1pQ5s>Dn!$u|+Lc%-MA*p%p>}}S|4Adyn7b5A|jVhZc
z$6dgMVgyF7MKwnko=%ELmbOV-TC{c~Fd1B&$t2|x+jf(SWgv83j%ipOQX&F<tpbG9
zxWB!=%f1X{AvKdWs3R`(j=-J?rry{ew{d(T1~W6V@)RAmb`RTQH>0%0>shcF$pT;K
zeD$ZRB(f-veB`#<(rLE~7Vl^sfoU0n{uT7zblg0YlQ8Kp+_Rq1xIba>7z#+WWfjwo
zskgIr{^1xl_tBoVqCiqd+QlfZc46&%AAMDFis#ko6;t)@3sZR*VxWeQwEiW)6iN|&
zP9pr`7bpWMd!%R!Vi1GBMr{QXrlvJNa-4~zt67PXEZ&y#SyjW<PCeMse6Qi7>(#o%
zips<3il5KId|qtj1m9PqQy43#``f^GRK4(9Xf1;p+Gzy?_^KGMl`J)StDbBUw1OU$
za4tMEj4O9+Ice!^67Sx&#~ewjZwcZa1sbV>8*fvJ8mvO;;Q0+!KSLwciGmq+#^-^B
zEAdd4RoK-R>2>VLx;mcUB&Aw}>SR$AE~r6qexKzei|@*k06EiC3p0p1ij3?@3s>G$
zrL7tkAM*(>L2J0uhFtd;6q=V$SL!d-<VeIt+!DoB1HwLfH}d%gD3`Xt%=Uz51cr4#
zrZh_cYQFYi-h)4EAPXM+OoDa6<2|(Po@y)BSXy1XL&@>4QeIB6?L4ic2e4t78PmJc
z!@z8!G+WXiUreG2g1;gD^8EN1BX&}&^8;N9Q$5fdC+k+U0H>!sXA#;!Zd@ET(#hvp
zc%WA?JdwrF{}HUnWe@9|nx?p_J)LtPtyoWm733Z-1I@I}YpY%#q@O^{SL^u2GR`&S
zrTpmFlPYf4^k>`wIP}4ntBjs|))<q-5-05kSkmpbbf+FBr(<{ze5D#4i42H+bS=e+
zZT$3Xq&ZNpFq`K&^5tOJ_G7%j!6jpf^LbX@A8jIr34SKtIuAB9I7?3eUy`t78_RTN
zyhT{3-EQ*O0bGgh>&L^h4hN<sUYkKcE=?}uQ^a-oB>jSUY#F|_&-F1>k6eLalTr{a
zqgsSES`DC2;YpM^YBX$KK?>D9d?-S6l;s9Aj5%aYajY~j(ENNF3|P2nG<pU$y$|NJ
zT&<2;HkFeM0E5l<7%F{HFpt<u1_76_!5G-ykg)~o9{(orzE^_Iu0>R7N}|7ON~(CG
z)Dw(MR}OGNoj81}uVH3MV0l}{_Bh+fA$rZX!ES?ZBmAEIoCh#)V_DL8=qgdp1_IbW
z(<YK;s$%#-POb#1aP7pmLo7^!w%X)0wjsx`#VhJCY61zUhBaFL*M(Y{ry^hS3M@`f
zD0Hz^;HvD8$otzZ>$cVkt2XRWQ>*2c$L{kloqxZo-F>V#4F2lC@*)PRMYH=npjn!_
zY-hRcIUQx2kTe;BCdC#Txi5CxF0Uw9;QZ-!s`aolaau^R=+vAEg(Pbso-tBipOVll
zVu07=o5zHYtNxN4%ojx&GLgFJ3)d5XGP8NARhqJkvX_Y{M76bcG9t(Q?SY)l4vLu-
z9yMq{L_IqpT;6PUavt28(U?v%=NFwoB!&)toN&<pp#>(xNiZK){Q~02i51pfLe!4-
zUg+UP0Ee?lvd#NFp5@neu;Iyi9?hdc^qvvxt{u==@i&<gN{3M+(+#R_Q*{Q1$M6&_
z#6oLCqZgChcS;*8nZUGU_vy1wyOBW?jTZ&v#P?o#aJL&P17+aN6NGP;D__uWjTQoT
zP#1D>qVy;qalMlevc;$Yb`YZy(hqfpPKz=^A+`EerqNZ5_2$%q64E|S3){}sneXwY
z`t94$ElPp>T8r*@!uWaTfk;CC5g8j5d881wUofSbRkfLCU~v4T2T)c{nZ7G?woAP`
zey%CrhF-Z7K+CdS2s#TpY>{R|z)T$(w4&Ru@l3vGVWvbY$&K1AjbEq?aAmZ}32pJA
zEOQOCiuH?k*16BPadmD?uJ*Df>B%|DcM3FpP3(3Ke!liy={K)r{Y^yP^)&!-h`BBm
z(BeHR8Wyqj0L)zxqv;3i;L&MD2QxNupiS0X5>|I31*@7!6a5sYYjGJo4l3-eK0~${
z>Y`~E_&w{h5bGDR-8lc+BxMzPm)8?wJ;Te`UM^!ji7qJ=MV8vxr<#Nu*<W;L{vBFt
zL=h%}iqIPrsX+Um(BZ<~8DYT$yZ8x6`1j+!V|fdUydWzHy6A=M`-5a(sDN8o3VR7(
zMFX!raRo4DvOWT<=L3l^x{_Ye@OQ=;2s7h19iO;ce<OoCceXn$7_u8b(jbcw0<G?a
zOC;6h%9$WWf$iJvHZm5K*LZk7)>~b>$AuC5p#40Z7cXpU=xb<hc+@^j>1Ms_%4C=%
zFU0ez>9|J6#_l~173zf~WbpFi3?n(YBsQM{rC_y<Wy=&T8if_MAJKdOU#IJbdAxC>
zewykSWbcV_r0?V7dzi$i+*ob0Ki(A;^Dl~XSh?{Phm`_t=j80VDdv2B_j}7R8YxBY
zCPZY~5RkdQ?JGi!AncdK<>Y~%(bn}-=j9sLaR=u#k1fd!6n^rmWeMYyHy`-AvbEb4
zq-*EpQ9K_+3t5p4`l}y5<n`8#T)F<f&cE62imoCgI&aKctcU0m{1RJpkjNp5nUm{o
zK+8+&x3jesP1Ss$6`14Jp27O<Q=uWZ2w@5_fTZdRa{K~4o~8^K6WpOwo1^kPX(PoJ
zX?iCpf~rEAs7x+gROMUkbb2=fu4xkd?G!_Y#f}7fFt>?sd<ulA-pw-L@i$z{6i5uy
zA)H~mOweVDnPi-oDQ@3)&$PzRSJfg5ULxrt&mVpde+T*Gt-g$;zFDWw1Qy-il71BK
zeJlek(_taa874Kavzkon?lYkQdGl7793aXV2Aks4n$Y7@4QgG)mZpm&Q$t2C3TgKB
zdYIqJ93Z*~+4G;rM}TCI6Z^2L8#lSVV67;CG`3`nB>H_uNt9ku@9Na0`gtz47-8?f
zE4-2=uc*78`M`h}JJ|X|eO81W-o6GZZiz?3Z(c;l_WqOO;CcLIocw;<%7F7Ew#Q32
z>KOtA`KVgfYwWV33-{w3mA8F$si5oYnL-x=5IPihtzxBqO=f1vVAhtYiR0j792**}
z8LSh7AcGH1kI)DGPBds%wBLfi<HPE_-4ZbmqNjm-@l^DwAsv<@CyEfm;50CY5Av%Q
zGtAos+nLPQf$_qXlt#zWH2&nKmwiB>OWFjKL+q405F^)+z!WV8rrRIY+?(PF<SKf5
zTM#q|wOuu6xC+~afzTK!=Lc$f{y03D#t@9&x=j0@THx;x(W{l7U{wphw5Ixuh)$Sh
z3<l}Qm@)tcCvm)N0In>aF)hf0QpZEP<(DDBT3q)@3Wutxmp%}+V-{6MA-4?A^4T=?
zDGN~$X#moM$Ifadtd54N_Stf4FuEb+Ax|pNcJBABsLSsAGA*kwaF4PUm}Of;nd{Ep
z@5=M=F|>KFOF=N0-CIVZ8WH~=Q)dBGRoAv*L6q+9l#&kVkWK;VZUF&l=~B8?Qd*>>
zQ$V`ABn73rLAw66QQ!ZYVVqInaL(R)t@XrxU(Z3C>s!JHrxRLru6w&z<(z0s2BdJj
zuGXt5z@S_`T>$)_*iCULKiW&%^gTfb^+>CD{8@a}o0EmkU}QFyvYKM-8H_>jy^Lh6
zIIcSsWYeIHyFTq%aoT54oNpVrAGsEODysM5V?%M{mA#00ibG`1@C%^0RrUI~m;R$O
zXLt_w)kclR67Z2WVe1(>Jjj{%h`!`wIjohdcMUz(u?&6HRa3cC91$+m)Uu!15@MRv
zh~911$6X_0-;~{64JSX{|LE;_@lfv1Z%cM>=g=OUzMegL8))9yz%Pt%&%M_8dG9I8
zQQ<I&YJz9r^_J?z?~SG4z-U-u)E=`d?Urlhbzm(OG<8T`A?%*Z{g|e!$K<^i#B=?o
zE2G+TSm1f)?S9JI9^utpcoXgSK8uUoTK|tqD<cXn2!(KwJwHU%8OQ{+?MpZeoYfiM
z-fP8SO;&K%RzAOl3yJLP+kymEEp^?diBJczk%gQ(;B|nM$?k)K48}KF7X*V{dn{oH
z4l_Xb=N(`3MlV5bwg-sBJp0?Xr);((?#T#B85Dnige1OU)t$0YcHg~Lx*2K0ctiZl
z0QP;%hwb;X>`^5?YFS^DVic0=FNa(k5$WYMu(rGOY4W-jw>pIyUH{Icd~|t5`Mrvi
z%w*|7xI*-?tRCxP&bY>#xKF4gyu)G-pCiZXlg*)N)FK^hV3c75g<Rt?DIs4JjgM8=
z?MI%9*4frhWPe>t9$Nhh!raT^0|S!?2Kz#5+4OJ2b7Bbj3!x+!4(F*9^HgS3{isA-
z-N}BX&&qSX046~)VrfcDj%3R@`J9>ReTVIVU^~MsaB6t5pFDmgujF*y7-}vf>pK<d
zjYtXWMO>zWIgV*f2+zn)o8_jR;Mt+173~|6-lGMV;Bw0*Iul|m6Y5>OQ;S!do#dE4
zu~Iue%r0a2jf|joHAYoQXj~+0p9dncWSk=`-xx|9=^JYPX(vGBJhv9gb^dr+Eg?uq
zf@e~!j!a^>BU(iN7`7#FD9wG9P)W`ISfSE}q2Sp>7H5bcO=PCgIL>05`)ZF@u9*E4
z$c_b@MGysLEZ?){2~LR8*q?n*zlp_M;kD~GA=Uf+MgO5SJ<~+FyaJp*Mv`rI!morA
z<LkD)6f?vS`^tCKtB>pVscES>p39_&&6q~EN)|6|AWw=`cC#RGxiFhu(@ewT>9@pH
z6bG;UB;R6!qlH6f>P!Q<7Gsb8A(>Ves-S5ZO~+xxXSNXfs<@9oH1Hd1C0g~iURo;^
z??5i_pI>4b$jLE?Wc<WmF9yZdUEyJjmU4-AOG;2bMZjyL*`_>4$FtHZS$V7#LA6Uc
z_>Lr}@lm_X@1qz?#!J5521&%-&0`_&Ro;O0G$Bt9T`N|+;91>}h!C4;F)RJuxPHk^
z-na9ey!$C8B&EM3DRRfmnJQRyC)YHbBA>n%=rbooep%?`-g%TFh5~_dEQLX7Jvq9n
z_%FZi9w<XD#z$CVPa~C0gs`YQASu@Gjkw49Nvrzc&49OG6$~NY<Dz|7viFE)b)?Ko
z_HFGRv~^rL%$%4^^jA6ENJNWxI-rx_O}Z8~<K5wV+akA>;xt$m!`A#0Eh|pdS(dhq
zbqN!BQXB#C0Cwq1KMuZZad4cTOk<38^twc-tz=<a7}n#bKBs1^=EO-FN4QMX43v1E
zl*D1N@rf}>@@w^iyu0?5oZUN#SO@%U%C&eVt0)v^LGt~Iz2~}zvw$5*yF#4mURxb{
zfz%I0jcu>u>US1(O6NZ?Pa{>CW<E{Hty=2ETQlArekvpi$i1}_<6}WTsvYKx4|=bo
zzcI3$g}5H@SCOXMdFuNhYw?(nhL=Xx40;n5{X9dJMsDz$1R}#^3!xVRr?lkbj<~bs
zJ$h*+`<WC`^8L;vryYxUlT$T9#Y#%ZwYiHozeCq>wIh0pBRsjt`Nayw@VCU@#MM}@
zevCZU?N8ygrftXj9sLNQ%PcWUyKRdjUOU%0VY^Q7D-r+0>B*8<^Icmp)qUOhJv?7u
zgc-<eHCzvMq*?9s{}i|>&|w1L8)>QUQ5eiW34RnEhOoaF8VD2r7(uH2Nvlb~d0qW*
zJcq0gx)xsNn@jQunfi#J_WKSlxGJ~>v~pguosOv1#7w0jM}d+Q4#<40Wxwg$&)ODI
z-eHzuV%~EI-3mbI+GQccdZ5*9ziEQNK5CEM*-NjvAeoBw{>zl_n~csXF%B5RU^bcl
z=SUMCA!f1k4_`EqjJ`%<jn+z~pmF+D7av2?#++1}E@py(to@0ZCf&ihD+Z%g34aF5
zl&qXX=Ov|-%4mOxkgT4R)&WYJ2M1muF@u#uRm>6fj}xFAjF$B4$j0$!HN!b}nZA{H
zn!43){bCP0Vd*#&7Z3ShW3i#Vf`>*nH2I67^-En!FVlYBSy#+rj0wl0rPeZ5mzCg<
z@cCXX3L+{G(-xAh5}n+eZ&c+yJSQ&a%=3##=x&r(W&H$)Gm-2tM^)6t=!j;567Z*n
z-O8`p$0E!@35QJl-JD#6c*wBW(<>!>0_u;TKzYovT^8wdXoEQY12vpiu0DG7I=X+<
zL1pQhygd8T;eZ@Ye6|cz0keTYg(6VW`O@5*@)Rll1&*Hg_eaIi*NS$1X=_;$GI<LH
zS@wNmnWls#?*=NX*ECKVbk_;SUZcM_Eg?xbA2=jwEh5Et6=Mu2T<|fBGxZ&(!=(3s
zT@ac5SI=P^LV(-KqN%ZY)MCPj$SN$0@pe^P*Lh)-0;8RFs8sRw=zMW(%mc1^Gq>u#
z(e<YbMJVweh)H&BzVt%Wj7Kd$hm|k_DrvMP&7VniDseojVC4?cmMtxHWHDnvW8Idu
zmsfZrnPdTP?moahsqlu_iB^?UTePQ=s4$abZ6T$Fh!s&R%R+s%W-4ueF+HY=&v4;%
zptcpcjvU)yUg)ipeY9e$yfIc`x}bmqMw=k9bt%e`LNjHK6_y0A2(#^)2POMk3kKBq
z2w4oK5BrX(d*$jAZJ|r18s<+%(<#)>J*pqPYr7nHlK23bX%26(%>9YRMUT%Is1@@g
z$}$UnXYQK~Zb5xQS;4VptZzR6-l02IKvO_OXCboKJBvb=<*TQ$vTtUp$*~K^u*zlN
z<r$iWtW00?oz6O8PdSn@4viX>r8Xp!lS}0E`<S&TTF{wCEM4Qx@_KK7Nu?>wE3)N2
zSn+BZ9q#&2{m>ZjcO0u+TDS!esS4*#xAAAEKTvSsaS87uzp>9re}}BPTV+(6RG|AH
z{ToYDAVvGRP&0d({cQ|G!*HwJ0#KqH%yD@mh?QGBM;FVO!#6w6wl9Hy`ty>M$@l|?
zBY1V)RSp}vaHmohg|o<m88mVjj-f#cn@3N7A1#SH#?sKp%CP{QN<V+v*M<8MSnbk7
zXNtOS9%*3-i<%X;plHXw)pdM9x`UnuCyQ~(v9+k6cq%8e9J}usy@V(1adyPo&fFhi
z8#1$bDk*5#$S_Hn?D#t0is|iqG92ZY?@*=x_V)u<NsVK#p(2Xz)q2<3*R~+JI->kW
zp553lge7r6gRp($xv-~D`s~<~?S`5DSojNQkG8@|Rc9P5JpD^B1cr@g_xcbUZ?G%L
z!r^B>j%p($H$1H~lErL3M#onv6s}2-LGmXCbgD9)j$VlsU$|1A(23x}0fU>lH145m
z;K)qdhT&;)US0VZg~Ylh<;7iy9m*ZFq8h=9XMiL$!>FOHrTieXC`^46bQm|a)5-!C
zwF;Afg|+M>i>A4*n~JNZERzO6<Hhtpxj~L7;IUo!s1Tk%zbpG3iK(D8V)2G0{<+M|
z%cZ^=(*wNriGH^=9nCr656a<9bTo-ACJ~;&p7@$>i@7-!q?4yafj4-igYwbjyBAu6
zj;xba!wCfG*rx+^!fR)#2R!&+Ey`)S*x+4kr4=uaY+A1QXqAoUY#webS%1?Uy?kQU
znDYdOKmOpNO6cpNPi@Ws`@`B|U7M{^vyLzfp4Wx`?w#0aaPsQ)NG4YUCe~knP{ZQN
z7{vy(A(6PaXhXfeRc;sqM*9RBWslNd2MnyDj8w{our<Sw!ptD_zO+|`k)lP-_<LD`
z$>wz=?K$i98h3FDq+o;&7hG9O_Ja#I%#KHRno4npbj@>kvqPBEqi;xs=r+(oU%U)M
z)Vc{66UVglffa0XcuG4+>zj*6-7JkMX0V?^r-w?OaA)g_YR=P;oTTBF`O|tVM8vQN
z1DZxXj9eyL7_|vf&9#rQ_XzPYk@B>}8-Qh*1p@=#q1g|{r^$F4XO>M!mxu7%+ZmnC
z%_3Ri+z&h<q7fxQ+$Nc=#`f~BALA|7dIKF33(*H>*=!DkeUuCgafsgJTp+dh9Rh%n
zeUEmFg?2neX}>v&A%l9DJV>Y5^^+zEC)8~pi2@Uw{PfeY`}Zm-3!w40q=)3zu^CZ+
zyI&#Apy(T^kW!O{v40WvxVYQQjd>mJhb-Kt?7ak0xcf|`Ztliu{gw62G0OKIa~YV4
z2?~@<<H;S@7ou5Hz|5Y@_=x403v<o4O1+84m@J#%{P0ewz47;F9IZ4evdLKP>Iv+Z
z!SAU=t6xYU>QR(&p*ql`E+nGNhlDCFr0G8Q8`HwHlz^q_Zt;i-)8Yl{E7#z)T15^z
z;juu1>@?J*XxG4?8q0RtO*QZtQK^BZHt68{$e(6N73RE1lo=KcCk>uqee+WMCo0&Z
z_xH+n#Kd5HTPWMuSOr2tamsnAp9C)7n`rQK9eNYCuAJ^>c2pj{V!s0<BI+9t*>Cd#
zaRQ`G9%ET6W;-Gpol6w9nS>i_*HV8<OJIaqG{GWw0)8qfsT06!91}C4j#iXUKO+u(
zBoc@22r)-vl%<*)o|D>F>B8NB9`eGimgSxISt6qh(deh-;fEOS;X&a`8{}zqp)^HP
zL+Lea|4xd1z#p9f=+lNnj`na&Sp<x9dW0}a(|k=6$4<!iS|h1yTKRPCpEA&0(hr^G
zikSqEXEkpgKF35s#D7Y;f$Dn;km0De%~J148GVtVRIm3vXd#!AXt>DTEe>{=!hr7g
z5iXPtHm~Xrq_%!kZ3(`LV_}7Lq4Vq51}*;U><u7lJY`^2saKP<=AET*H*PI|qtK>S
z{`)!NZ<ep!bxxC*f3CKoxZkodMA}V!+kVpyo8BvJ(AwJ`Z4OY-uKqDGWL{ithiScY
zb<UmJIab+&02K->-M|SqVwA@Ky@E0x+%8}VLEU|3S*&kBc(()CfK1^&`Pfu3ihdDA
z2q6gJWrv3y;aUpoE$s44WdX<`A>lP!xm%8X%yjtcHl;d$Tq=1y{)C(_ra&dr)X@7_
zJuZws#7O4#k`_?-&Xd<JO0!Bl75>e!16rrEimIT?(+fFw%exF4poiYSliE*f^qZ@l
zClC~F1EOZZ@z&(f8G3#gf*O@Su#a3K6R}#U8BFCJNJj0HVbGJoyz3tZlKuSW3BY)f
zwfPmt%IXgXRsNp*DKPYXo7o3aV(X1Ct&n7glevVmvao1PHKqmA@j1{hOc-;*%)1X7
zq%MBhe@$7A7?6(DLZ)&3Q~0bT_USUvJ9BlV=>WhX2I9U+7qWrZi0MZk7&9LL(Q|NB
z+Ajn8OX4`KaED$&4a&0jm^!i)98+9(HcLsRd+4a|oq!n1^$CEDrE^4!b~~nEnX+B(
z!IH<1lBX<6=kdm|Y5i_1c^D?j0JVpavOeDd5P;|$C>?pW6HTKWCi{V-tm_%y3Qk7@
z!$iyTZ*o!1WBIC_@sH}+Iup8hBUuxHz+v!rq+5866f0<F0e@9)ifVNkx;kMn=lY-b
z5-H_p^DCeNxK7AzfW~N-EXA(Z$15Px-2VaI{+jCrwaS%!JD1KU*X=3xzy4;fN8rjR
z%4)7bch=wWkza-b=u|*nv=>l&n@*%<2ZC*6oFndgw(~#ISkzqccxq1i^x%88V)B!q
zI4UZW6K9}v;ACXY-C*d-yOUC7W6ame&gvAxepg-1;w8vM2<*Qz2k%$D`pLi7MIwBt
zTt*_z6icD?AQcZfLm-ONkq^q)9lf5O85Tr9(Ykn$`5(eH&Hx92e8K&fMF?takcgo!
zFY)?4vEl3Qss>@9xq-y`b^EX>cvudB@{>UL#8r_Z)CAlVIZD~?kdDI=4_52NksvVC
zbI*Crrr{x!ktyJ}K4mKJrn(_f@U@p6$`$D}T2Tx#`6Iki0ePpq^Zc02-4DNp1->F+
zT7ifc$D8AQAjElY{?_(HW%z+)hCAXFXind}N%aXGtgbWWo0NC^am-RpgfD1N1F(0I
z3+4io&OoIZojV3}F&Pnv{Q#%mjRlPMyoy8Etkp3e(Kav~4oDW3q)y<YY#wiIn+wPG
zgJpHV^$}`Ph}Hs&zt%2w;SJOk0}8b}9WH3uPeW=HV9w-xpKb$c{is4k(0M}d1Y5Id
zjvN+PKi}mI_`_W<C!#P3HKJA2B((HEvjzDJ)D6~hsC^+U6i0x8Xw3-gLcI@)Oy4|N
zdIZjPER@cLx_VD|)2+kU2s&D9ted773vbS@@eVPmc0Vv<9L_5L@mJ)<flW>a(+VEC
zM0rNAC5;zf=tL+lw;;$RU8?i@cV3Wi8uax(-eVaJL9)W63`5*tII3+A{#{3}X7p5B
z^=XU(a%jJ*EY*jS7j|nTHD<Ziid(-GimW6mi-h4yN84J_MwlnI%_njvF}q4~!Y~ql
zr7@$dmaofyP2HzGhx36Gtv<l?JFkp$@DTQ4GU~nQrAVhO{By@Spwa<K(X%@#(IbU>
zU)!O^)I(GvGl;JY8H}odOeMiSddwO61Z?;!j@shp;S>&pnKZg=JzrVE7!f!Scmna-
z(e-LD@$(&opH)mQ81y{J;U4I+Mfgz5IO9}gK^mWcAf$ktzb&85>d;udLVxi&cf<Y6
zoV9|bbGDy*pbAZ%mvLs%%eD`p|D3Vwg`H`=^_Q9*3p)!^ylVwhMOKTU3I)lGtj=>_
z|EGd?8`mJ%qj!{c5Y$B(suB*{RH$Hfbz*ix`&%e}52?p!f)yk0Rw^xxJ+L(X$j?pN
zWX*x}1du65(TzLx4wc>;eQ)u3<!?D9OqcQmYi$3~R*a)Dv4ET!C7n_eeL&QY%b|=>
zij923{9Owf^UV=r&vdIJPR0^f*c*r53*I5M-E&3G8~y@FP7;d=iA%T=H}AR?Tp@SD
zVdit7L#p^E9X5xt!B8Q+yV@N}_qJ;3X{nfA=zce6T`R9K)vv=d`Pn5r!of1hHCbna
zED`Ti^wwjxlPduiV2-JGYL=ponq1*Y>_y|eH(xsR+yLDwN-Tlq)oFtc{hh%^nay7X
zNll&Y@y^}fS7h&5<8#oQf>Q%jpI-s4P!w>%RR{_c82o7-t5N!OOLkxtz3&AoowYJ{
z&~miC)9L_eP23nbu<imypf0B!rt%t)NBX5J@YimG>ko9!(;lb0wo6^nUm;yal*o;n
zwp{EuLILNWQ<xi*cQY?*8??YnAwiJG?{$^$#sAqL<7AA~`sB8&F77Ty+_V3@;iWZN
zf1TlJ?Ap8PaXuD#w|9rKHr%Va4cf2eU5oau0f=$q?#Fj<K(Kg_AUOOznICs6sW<SR
z)G9dTzJ&*B5er|eXPtmdWCn<jbXoM(M8J1LUl~TQ?KF@pD6+5#GHSge)xG;+=>O(@
zK`d|+9SB)ZBr*ySA#8m0kC%@Hz-#S*rW|)X*mQ@=cPse+5rC>NfsN^{5Fo)kdC^ZG
zupA@KA*=gR;MvSynSBNp0+8YcsA!Obe_;IB44KU=(!Hx8&;JuJn}b-;trYUSR0E5)
zCKtZTKkYe{KOp`80MZ;22$r4-G<^<L|H!h+2XL|KwTpHzFkoE*j|YHCy&(mDUm%y2
z_y)W}g-Yqd6Xn^BgmFiS1$KY#$T4*(Xqo>2sDSMd>Znp+>6!)ypg|M%20gU8p%<ct
z_3&iMYEjdKK0F0hBA3;Bh<pyIj;4TEZRb^wnL@lJ0pg#y0=(=vA_X3(>LyJ9Nf~f}
zPk!0U;QsU5sFaQ2bOJ=rWdo13e?oK;|MEx8)Yrg)Rt7AWI^SOJ6arDSR1P%f;qI4X
z__reLe{}}4AgXS!)<hsNI>D>{e>D>2OgJf7-ooK`nqR?H?2U%p+nab;kR}W&`o9LJ
zhwe<ZZC^>&e{wJ`c9`<VOLc-ys|udLwG#>VpMy-<9|+;qYhk7J^}!}V&k9>VJFig%
zQ1a6t6x#tBs;|I|^Zb*sJ8Ff;A4UYAP~ZWTz2{;monZb{`ps{;WKN4`oCf*{|4QGB
zkfztIQ;Zqf`u+K_-GI~5Hj;ay6tdoMJ~G99dSdqfA2kS5>t%knVBaCIHVKVrwGHNE
z{d-!tAWYAIgDT_)VN7X;%=uu^`|SXA+?_TMsIp!GXKBj&bhR_@%)99wz>C7-544O^
zpm}BuJ^Z>yJiF5_|EwSMK46~@_l+34Bj9vnoPkfc0}0Lmzjq+S{0x|OW<XoXQcLnK
zEV<KQatXt{kHCaoh8$541LA-+gY%yr025o;F_wyqg!`_3ISLnqM!MOf6k_al*h4o1
zWaZYjKPqMSKHZ%$(7pAirLqV9q$$8)Fa@Hjx}tBpb&Afoss9#mSQu#g;Edbnu|tne
z%-iNd?TT&iroMvQV-AQcjUk<*KJZIop*oe0GX8yD0OKF%b-pS-nQku?B@yxQQq`AQ
z`-{Qx2hOtawogQ8+;>=nFIdgENmGG<j{nu?`eGW8T6Y$W#~UjDbDj<ZS)^x#o6Lkc
z6T12N9Lbo=U!l6Y4Dga2VKlNZLp!WHqES!jUz7DFD?QC$i*<c_<<q}gB@jYFR2u*<
zjP(Z1T*x*`SQh+GD4CIhNY5w77hQY-jN8hNaBeUyxG#Z_+BIPr2r&mC^~e?oW_yk$
zQU4?mAkw5M1={3k00e(IBzP2Y43Zd<Z+XIhoynp>AizLD8i1n7=K4qbU_C?A8n#1~
zKpW09-RB~Ir?d_2s9L424mzUlf=+JOJGUtSlfUl3)tmwmtcLA3jeq}Ji(#qGLaK7N
zQvylw6;#KeJO^vv<*ON7JNJZEmfE+h|Ckt(7`za=pgjb00wgMJNDj%i)%hVl1t0$G
z0dbO|Jt~aW_2atWA)un(Z^u?5m<S9BhP>#c?#u7OOts8RKd=7#-NLZ4@26nkNsOS~
ztN|d#q4^_T-(EKSeebbUzzfUJp`w}$mWEt<GnCALO($UoKz*yhvrO2d6ve+u9~zV`
zQn~5>=hHsGv;-FZpCI63A=m}Sz!US{SftH{y1T>(@{!^!m10S0dqY+^B3NjGlfKgc
zciPo52oowGEZc75<ttslF$~X%d>QiJMO=Wx)3bl-31Y_`V5YcJhUNy67YY4a#5K?&
z-aSy+0vl;>NHaji+W--8CFdY-+cW+R8ps+4F8pirF>#lFClBKXQ6S{l29ZiRy6{;u
zFyN{uVT@VdJ?;MGP*B4Zd}rLDr-g+`8raWxTO`{6{b?GkPaAwadw=81|3SHt!A<B`
zGk*i-<)0ri44ZsbMi`F&Sl2Ta!JE7C-A+ZUA(1@(DjyR-Asc|<kAW*D3P)`z@c;&<
z4Nped{=q3OhU-&_8^+x?j~Cy3q6bR~7UupN3b+TK9>Q8uAOw^?WP?MHZyhykkXG__
z5fI`Oa<bTMa9YzG`mQ?8Jw7w@a~ymi{_&$|zkA>oJHKyEvPiRPd+&Q(U>FFj^XykZ
zSc?YgeUfzO`QHEG22ik|<TlvO_i|>Tn>rd$zJBgK++cFn`nT@MVHnV6x}JMNJFkCA
z^I}JM8*nML0ZAx1#EbfnUcaTk*L$n^&!{h9<c4)N94w53CVV!(56mV)SJ!*K<Z1Z%
z1%Ed0bwb$ZBq#kv6M<ldLxF>#6**t!X(9x2>b_F@g;sk&*$7AnXOc0{RTGD_Z4vx=
zy1}2~e$BvDiVw&=(pwVsz=a*uOt^sq9iC9|zzsXpZDMJwYI`>jfGP$H8aTlxVOVPP
z^z3)82x%1WVhEe#a(89O=zp&$BsLGM%Sb?M>#YTZ_pK>>POV_|{iN0`?)&2)CXj-A
z^}b_)tuDC^2V8&_O3}7?5SO5WTvT7n^{0z%_41JSuG4cOw85QWmA?<9kqia_aBU1!
zdVv@?5Mp8qf_O!IvECW$@2?(40hcv7GrJu6yE276l--)q0V|*mFK~mjf+H`t6qp(D
z<*fdNg%TO~h)`CwP*^dD1lhKDw@cezQfZZ$NDkco4*t7VP-wyH!hdLt0z2q%6&xP3
z4h{s0*w5i<VAux1@so4JXT!LEFBuedJZcUJNWb2;SkRrj&^SAY_D#9L-6uLu8uIFV
zVZ3`3tnv4IjY2ToRx$X{Q-h%2<ov)Nc&10;Zoy8;F9_s;=wP@^KA*^5*oR5kzXun%
zxk&zB>sOecSp9$(Icov*n$N)3T)7WeLxBKL!*+FZ+Jp`!bD$bt{+R41U(86!K>M>%
zP{48{bT5`ZBrpfh>2ExLU=*racwh(yGc9DZdRsO7F1(W_BZQK022|qbs(%6+=uZR+
zk@^KxyVAg(=ZU<~tbvDXE%4+h09p_w`gap=j-jULScv)dh@TSNPk&lJ!&cksX<8<O
z`kLRv!2OC0P>S|$;{^t|Po|9C-obcFKLKe{Y`kX9zYPgWKbpx8kJ3)-*?{ri9-KY!
zQXCk7*m0~L#GYVVBKUXp5Lkj|9gWL@R0&SPNCvZ6a{&nC@e>KpGv1=<tjs<G)ZOH(
z<$lf~l-v|YIf&Fk06e1ga(w20cWH2nh*HDi>pQ<g)qas!{up(7722{8)xe;Df2Uv&
z7P#lZqd$jh!4IL(`$HryT3$-p{xqSPE0lMQAPj9y^V}sw<DK`rJ5QJCKL5`nkbw(3
zcfIS{1}Jo}ob*}rOb-jud=J76aVn}<?h+je*tc@?gbuVNHp)Yy@OQ<sr&Rl$JdGnb
zfxnh+BP;}|Aq?XargLy-Q31HyigzIZyB~gpBJ~s6-9RwtAs=3Wi{XSuf_z{g(nrEB
zVJ8y%?*kzCCj*PR#BRVdad4fC5Fyb10*HmyITb>DVzcEFf=awr9xqg+U)v<|*rmk=
z-S^aW=K6PyU&ASr6oVmwPfQQN<N%e^3!pl!Zf<8l`n%TH)DUDGc-3|T2BBAPMwrjt
z2N5}f`NK&RQj=+LFeo&Wmwp)a|8G?UJ@N<oR8A65VqcxX;Gqu~*LZ9fl&K{MYLvl`
z;Pvlj!GwsqVht;=?AF`ygHyvF4{`om3}I{ntD(UcUbC-f1Yj;!QU790<^RwtD#M$B
z^NawRKXjA}nYT;IXWmgu2Z4G$D^S*Z#NEdJquAY75EYMuC#XRKX%AZn9GUwvW->}(
z5=vho>h)MDZ#`%jv>kMj?`enq-EyEEkQt6(d><MHG_T|iJa$M!UaOp!+oz#)X$Va~
z*nhcf_3!k12vLLJ!|S8K?O~gT1LdM7HtUH(VINfMR5<Yv;G{CIV1NKS8tg0o9Tg#>
zeQ@zi+E{2{(1kq+K9gZFeM1x`o`7k0`@mCJv~vAY{NJg8?VtRa*9Kd52SkKMme@wE
zA0S=(*ywODwW(G2envvWwz)Cb?#e?|Lb||{SIPR!;$MbGH9QWtI+#j~#=o9n4|=G}
z<v`ty+zNVCBjc0VAO5r`);++=dVS42_5eKeTr_N+CpN^Nw%a~PM-X6Y6zf^dC?>MC
z#0Cg#mx@n;=b<&+@M=*#2!&hF59xoFmIxw6ZVFI4EqqA7G6TS5_*THX!HeQsP4wAS
zPyYMKMVr9$GsWul!%Yjjxe2BBQ9SNrjWI>l3H)BqI;N9b!m#IhrEZT`aVH%<Db_k$
z#RgNz5yqE07YQCB4z#0`P;y~&G9?DuhHaD!vWiDk8P(w&%?tV7crA4_mXeVG#3=KS
z`{3QdV;d%Rg*>jS{DkAXaZ&b}$QF|pTYUES+mtx}@6msEpWg^D%kR}R90_}lUKUXk
ztI)>1`>5?o7`7v%sOR$2oUz*KQKa5VxhDJ0Wg9u?WB|Ivo3#%tz2@fb207az2?ByS
z5xLeK20^#)szR)@x2}hLSqiv6oY=;k$4ow-E=h9frRvM(Fy!3ow##RlvP>->#0k1v
zO2dJ0pLw@ilP6SjBbv`3+l4k{D)3`lk<W68^@%m6+}S!diAqM&8xWO_aq#~{uiz%^
zz*wrLm@9_0p%!v@8|Kaui}}rO&3(gzeMjsWC%d`+y`Usc8yspB)y}|0oehA~Kj}HG
z>{=eVcLt4QIKBU90V1|^$r2OADoyr{{_<n!?0BfiIV7tSe;NJ80X!Zy{GI5gb*0fB
zTU?@EnJIH~zrAAr#Pb9`aAz!30<{Xu8){@<9?`|E9HG*rPbIvVIL|pm-L(_VkzL9A
z6cJbaLCWA$eV^h$VFhWIDRDyfM_JYQJ(d})+>P>jP_dY4+yJs@gY<H?qdiyl;!|>S
zecG%Pa1pC|KOYjzl#lg2z8Uh)6_kH$WyW1?D*Ii1!hQF-cF9Oxg}-Eh|5}hmiJS$8
zExh6AAq#cRA=QSn5VLB(^r{o#yW6W;tK*NA06`<Fgc-9~n)}K%m<7-H0HhX!_%Djh
zwHv+Mt+sCud{r2_`ENaiVMVi=yLhh&>PFi|qHZvYusoB>(VviO57Ds{Q)85_i_fk{
zq0Zf6O6b>W*(hg6=IdD5^&d1nuG{LkT0<4l{Os8;O!Od4J<S~_bjV|(!ZGmEV>}`9
z0)?9rEP&hLFD)(l6)5E@dJ7%A{4kp@6Fdc_9)4nB4YyvwZGtbvKROduN2M>*qm{$O
z`25`^Av}yjrNQNPXodD<!D^9ltJ|kIV&rSiroMWu20{%7N8Ev1Ld=ogYC)YrENZg0
zlDYV(`PKkEpL>(H?2O8C_Exu3VXnhRmdof{?HE#RH%;hds{81N6RhujdEs#A1xN0&
zp6TTds9?-H?6>ax>PUFs>2J^0$B_{HZbtI5o%f^V#}m=jE}nkx%ER+sIpu%}khbH>
z>FuaA-bA|4VK>(fOTCxY<zxMTD7F5wScWN_@X2l;=x>78J5Q4eQNK%?Tc||6<$&wC
zTfA}C#iVZcIJax8B8~RsSc>%XShhLpk%<8#zPidoH^OL@)w0rOOw%t*)1HuO!s*b>
zhsi8Asnu#tyqo7RX}GQD{CLqTz&Tpkmk@~)@BHv{n8b41qKCF8yR86~bot<-)us^S
z$%CN;afqMM?(kFPU1t5dF+39b3MSp^!qGRwI(P(PDmL8}yK&CiOHF6wxFYWDUi46;
z8$<^aMBpwyMcn@@k>xeV=dD=tp8|CCS+EOLOv=$25?&`2>H1d2G8d3H71@g0uP={L
z2`-2ShNyf@sly}aBIqJ`3g1v^E1yeIyjG))!1`-tOZe3i2gZ3vr$gMa8bb({(%rcn
z#0aw~wal~Gqn5vZNXdS#KJgBnVU6R_hDYjHrEd7naAlDkalDJ&OpeuF%Bsky^GABH
zv5wJDbQmjg-9Lkm+kh-5_Q1)qR+ihN6!+GuZc09KUoJ55NpX0jEz!u;UfgHR&j#*P
z%Z$*D+-!tll&7Rko!;p^{tPn+3-|u9$rqX5T<ktsiA;2nvZ_ii&vf5?o{%(}N7!dM
z`o*(}lRZeUo5!<0OaD;wcQ&ew5_SUfFE*EK3Uk3oDrFbRcjXh%;g}%=XSr9$@eYkt
zlhK2JXPH4BUm)bA%X3b-s1y6?Hws!ds-B)RGZR-Oc25Cn;{=!<z;+)xBlf@rATds~
zL7kvcSx=8oYg;z+l*V@0gZitbq-uXItf@@+-QoV55hg&MUrYJPXHw=gmK$lI{^tc`
zud^2ch(^4QZTeYVhRx?)4e*q$%lk=@?WMW~c%(Fj-!x)fw!ZEV&5A%%vMY5rEuI>t
zZkl4>B+a3}rg@Cp^HLv5YdqfGOC2j#_&vDE#j+Lh2|L_tuU%?_>0#qzuW-G0S~j`4
zJ8ow3H>X<hE0P~|$lrh+y3j+_QjMd6un#H#A#XgAk6%VUFI-ZkLPaRGdi(wRFN)(S
zW&`>Xvhdi9yG&?U8+PpASJH>hVlAevGua|yOoIGAkY`_)0&}d^_69Tw?Xa6pk?#TK
zx)f|g%)I`51AXVsug}!<GWgdNN5vFtZq&V|L@J-PuWp@F1!H}mU$`uN$a1=C2`q>=
zOLy0(3z8aG{SavG<?k*HV|plcRV(Z_^?m)J*Hd57AErz+xDrP9z-13P=R|4(MRDp`
zP(tv=!+8rbtON$+d=$Zqv8BKq%ym?WXe;_UTqG-lSLf$Wj(5?IksC&HE;_97OMQch
zcgv&-`G)~^ut@E|zoS(@B1QbbusfO8;S)28zZ!=BGb|%|RwU77iZt^yW8WO19XY2%
z6_Ol(i)mu+_Fq%7rla}h50FF|Zl8zA{W<=BBf-Q*<>NNy_VLfve~99coFw*=AK|Nc
zie)t^{+XR0sh2TCR0I*lw}X=P2h^bKgHmLGEg}=7Rm@^J#toTIellNgEZx6|BxZGf
zdA@Gt1Vu^fKpY%?_Ukk0b7zGzw_My?N@b7cADgv9-o*@<>8JH;5AY^JK`r0(Qp3uv
z^851?tmfbkB8E4!?%P?kAy%=UIWVvhM-XI*Neexf+D#8*5=!r>L0j3~*E$JIY*6>R
zVwun4(S!9|CxgN!y*bz(>^L9y_>t>S_)EgWxA<r@U+)UPK2Q5*=nxX^59(BWAO~k&
z02a-G1j%r`2k~RlXhOe!ol$juX(KlOtU}P+C7K{I%6~UsZT&ecf;+++t>%j1TFLEH
z{dW4dULjm^WR1G?m^{;FAH0&dte#JS`HG6X+s|?MclhB5U|K2`hTy~27V{8;WV2xk
zMC@qXvRVYhLWLqzXfzoZ__F^MbiN@_&|O%<;)GfSQ>KO#dRmx#d2GyeuU9fQq&uOQ
z{NNqix}p}>eHT|DbX)$JU1bsuu2oQCMFQ6=tK;)6C^*ct_RYhz@Y)KFB$~K`jmR$i
z1<LE^f1~BPclRcY>BDB<r=gWsen&BXuN%WYM)(L~b4^&dw;&r(WG`YgoYP0Epg9?8
z*9_4|T>Cirs#5xn<*Crl=E4eFkw1D$6qu=(gEB%~{QX~1`YDZ{g1_EI7EZ`_G+BOH
z6^=Tao_vnQ=EyR=A+hZ`e11yYAX5L#Y~IhoP|Fk@^7OWX(3VL`J0v55O_7yXY#&T<
zD8iJ8P=A0NNsXFB_!>Qr<*$MW5%xDnmRTzjxwRMnbbUpnOL~3y-Xo-TV4CKr-w$N1
zT#;n;c<0jCvsj2Y&x~VEMb^aQlddHV)8BC9DKR7>ClcTU=ZHVr(3MWGp#LxT0(%U<
z<h^XlUU6rRMz`FYE|lmKzlczF{0l<z2X7l6{zN^D2oe{_FAjs3cIa+%1$DImz}}_p
zPZycP!wIsiLHwQZJ!2Y7y)9%HuLmWI<Z@+=xBAC^8)koQW)K35*K$UpPK|x0_WluR
z&WEUuqSN!vPYPZj$0Pw0Wvz7~V3kWhw>$dAwnSnOGigR+Mtk;Y+AU&4tbNN5)4eij
z6?*v=+LnTve+hWAAGT4oB{}l~wedR1aR;5IX&S;ZsZ?7{V{qa#8<!xoGh6Fbzf?^U
zDiUh8A<*8Aheq<{(0}eCy;Y!xgK({pIEAE8r|G-0b!Wqi-K^e!_4cj1>9UD&BB^em
zdZXVc2x_h`c9fJ3<P9%I_YV`A1Z_ZmX$+93Pf6WxR}^zCdi$jn=ieqZ)9`fjH&QTN
zh9C|&pBV;S{6~o=XoM@(a@KTm{xljoAodaQCxSw~)Ef5%#c%OOOSO$OkJZk9EPxm{
zmLDa&W+A9@t-$)kbOoHNh!7*w2!Z26lu?VQ>Dvd$4{-t=i}`5C;8FwrUXVgDKLb-K
z`2J)b*5QM$RyY>ts{=(qq1<VECa`0Mj8+xw>DL7S1FpJ&Zt>Fe?R`gB><EhO@-qy3
zDFrs{vj0g^LqrW>g^4<)TZYdsAhsA@A%R1BTj^Rt{qm#g`fYPoWTuEIWddc`9TgIe
z*)ss-KnLXsl^W2xR<!OvJJxL2R5u0}2)V?q<FQT6hoD)M^?~sg@SH(k89Q(UyIugE
zq1{D68bCjs2Hf_<FE~J1s1#(u!TPR0x!L&SdEoiQYM(6=@jor8Sqy_>2>77s3=)YD
zb6y@KH9W+!pI%>GcK@dLpe`7CPduG)!~t}~J{E@7%fhoz>kuNoO$#*#og1#VT<7b%
z>p!g(!6w%VnGT_ux(h&L&psDGk7UIL47e-{<0U>-igQ0lR3``jOQ;{F-Yb??{&Ee~
zO?@xEr`wFdM3tzJf%vclxx{<N+V-p`Bi-^XcE)5fCN`+ZW$MHCw#Gfy{DEN#r%Ij^
z`Cgec6V+%FAZY&W%9fn|=6&(g>j_Xg?oM|CPH61J9zxPsSED5?smvm{kE$dl+K>f<
zE5&0o|H)NiGAEE$ff|#ull}CBDlwJ7C3paB+RCq-g^%-<0wIs;CgXu-)5Umm+tz|9
z`K4C#h<lM=XNvJpEt{JKbYBFhRE_HTMZIy{i;1rBq^cyzSGM2xK;30MGx(#rWx-`(
zIjL&>EmVsGU6EH%4a#yzF>dEV^<mc$N%Vt)Nig2$dz@?6b;d}yH!q+e5A3yy9vcjY
zzu`zb$|<{^9`dO^bpQGs!|;X3d5_YCO>fon0}fsAV!KwH9?$)pS|+uL=)<vf(;fve
zLimP_IhXHHfj5$q(@CYpiL8O64R6+cE?>!ABZ+}5xA`pc?fv7&c#3V0#=hKtc;Rjr
zN0(|!ezPCk7VUdwTJhQ1MWmtfC&Z|r#sF>0dQiDwDmZl?nmaCbO~P`ZXZX2aAntwp
zZSI-{l)wb$w=m_!_@CxaLR|U+Y|o7w+>&FE?|;^geXrDT>wA0Z`$E6xE2+5yQQkK&
z@<{7(!YWU)RFoL)B4O*7c_4$zuMK}zpVbZH6)wcav}tSSnOw5U-gc(Mzwz1YCpI7$
zn(b#^&Ycgs_KUUNE_vjs@{@jy3k>o|o!vfm{%GfWGS`3fGkpnVqWbM4dDER|q>`z>
zqJ|ZSBg;$N2dr)0C~X!!gIfzjaR;UE#0MI5QQzmh7aQN6pv>I@NCn?Msug#olVRjw
z%X#&Whwa&Y35~xWIT?#x-v+XJQEmhIKqQ*(>20O~>!i>*%oX-yiQf!N&PJRZ51U5U
z^9{f$GqbL_`7qE2vj$OhC<rPb_kP+>k(}2qyjKo&2Etoi+IE7({ioIk8qYddIj%FA
z%MJ_NwN)@<62dDeUyPtX$73dV8NU`iWyzkVLTEK3)spw>T;nDJ@00d#@i<Zdcc^wJ
zd7h@2!pk0xCapWIuQ~%oaN24?5U{g)%lhRK9<nsK-ZWHY79cw<PTF7op!DNhYDF6l
zS9`$b$6k3^dEd#Ludl#fp4Qgs4bhID^-7`xo|C{T@vr?LrYH90rwx1F+RkFh9i85<
z+cBl5UM+5COoJ`XV&&5tHi+1<(=Y`Z{Y<PEY2BYXRI<c>+|FH0d@Y}18~Wtf64mhy
zcVPIj?aV;n{J;@`cbmDxYUwsmdGvjnPXP6Ak-krFT6tTkE&_H|`}9_3t;b>RU)Ps7
zn&5J}(bceuT#Q6BzREOVfJwXL6>Ir*3^?#FR1ycHfau|=@8A-~^0v^Pd-S-A!<+Zp
zK)=}U0|2QO4)l&57jn|DBls?O-cMdQ1g$gi^9(JPIxk^a$n?jc>kIz?4d;sWvwG(K
z8WFGXsZ-Cn%U^Yu+wB5Gbk#kJ82MKhXTtFhw62azd<WdB`6j1eVmk(>g(dUviyXd-
zp1N%>M3=DCz$4mpajcm9E^|W`;;FnvFd#Trb;2Hd1TP++Q`B}E*s+y&!|^gFvXi@O
z@OQ)s$=YaWvk%ni(MgS95>^xct)9@Zp=ejmUow6Y(bTjvrK$ex+WpnLpG)g~+hCA(
z53j|KhRTf#VxsZB!ThE!!dEk0h?<3|xB}SaQ<+J&pe>=z^`^&ih_O<^$XLIFvQ>H8
zd>}7H7+ke#MGBj9XLu`dIAi<>l{^XT=~2$m2^{y@DNcQz9E}{!(o|)VQG&&*EEi3m
zGmx#AIS^<x{@Q?R<yvD?rqtp2anN`eS5oOLgHuF5_>jNdKu%y!L!`1Og*6p+HW~1i
z_~r!pa|SFGKHT;h-i#jl9wpCBd648JBv2oKXnOEag-iqS1Fd4O@V-B~mWuG`&Pz)T
zz7wN(_b!27#wjLyrg%j>mnleMyI{w7b?KWy6zBcS=$=OJreBNOFWuU)DW~b)7e8`D
z@0lx*RK-Z%f;mi~@m99h^SEg0PTV@8W+Qv$-1WZ><G-4Xd|?i6duJU#Nq(zN(n)st
zk^WO)-MIdUPTh+njT=#w9-h2+i!t7=hospRx$%p`CDs6hUFx*rsfDLp<H$VXk+Z!Q
zwZi=v8TFXIcJp}n=`(5v`rsF7dzoIO$Ah*R=2kx}s(x4=4_1u$s?S)`M~5BiXL)};
z^i9zl`>|SNBcMD3u{AW-sz%co8k?@CH6KsT^g78Chw-P?rTH<D)16qZ>=)Rm78tNN
z>X?h06TtkEHyh%8J`ut5>uQy!WVD4&Ee?T6k6C!RAfUzy5*68`xOutTgmi!suPrf4
zx!eL-w-J(kkO~JUm3ZkhQ0iAN{-{lxW%3B>FP#`}TWMu0G@!i5+g1Z|)@P8u=;ADO
zStqgbMTQt%Ny#=*jlr8PbMwuWGW~*?i5a`B+lL>q*HljmrNV1Uok$Esjn2q23rWsL
z>OORDhEBDaZs>@hAh(Yc8Pe_Hwp9mtHrw3bH=PBZOSb*I?;=Mue=uO@^ZhW(@zJ&Q
z)aUE8Tzs|ogc}jH(UCV^c`0(5>F^)2B_7oB)kWc@Q0hFJD(tUeT6Z>@LJ|-9b#wAH
z7^pY|?E9zkU(9VUEE8pXC+RyOFWO=Hrd1LbXG>d>bYWaNr_%H~I((8)V3DbBY4J8y
z$Ca;hNvg{#$UV#3Wzn|@ExIqN<(m({LIhZ*s-K+3^bl_r&cK9Ss_hw6EfH)8=Y`h`
z%N<=N7kiYrHG!?=S}550@|FG0_f5X|hNhz3$L13Xb#ZG?Uc*gM0vm6UHYZEUW@`E#
zC$nlN!?oeYt&-m<)-?7cV@+sS7JdH!-tMwx0;3w8@|U94)1QD3@&Y?!eomS)aVQMk
zdtH2WCb;uiW%KqD$u*cbpUI$O%Boy!DO)RP>&go?BDc8_k?~o$=s=0}Vp9HboMoVS
zSIaq_e>8?U;+e<%+1dEhci2UV{rIWZ+GoZh4te?Kco8}Mwb6(;Z4MzSHK3zZxX`W;
z6Wd|&P!9F#z-!NQ4*AR^ylqr*fgqUrLA+(YCF=~RVg6cMin#AyEiT*BxF3yQ#HTQ=
z!&~GPm%xqYUNz0=P#oRnPVf!AN6BjuoAP8Tu?Z^{;#p;#hl>)le<hpoF!J=`<!Gae
z6s6swR6Dj1HE*q2q=vcG=ugp}t;X}@UA%n1^&)xd1Lm)@PM(K3anVAyFt_hVT3MQu
zBDF5KvmK~4&YI5v)5v=J6JPatkN8vkV62(is>6}vExStQ(~#z1W;D-dO5c=-ItZ}o
z_nAJ)WMQod*X@0gnw(lER7A%M=1Lmk5dLvyBso2F^ftQcQ~DR3)3?!wT_QIQ0)}Y}
zU<T|QuT3*rM^$HLSI$|)t9xSG<|reK9YjnUwK1J*h?Ho-T(|G4pPwzXbqcim5bHnw
z@T7eK<0PV1q<4xsZO>t2G`p5n2j@}!kYKc6LVbcDF}-3UJDx~}9`PyhoY~0e><O@{
z&jh$O9;N!brk*A@pZcA?KMnMD98w86#4JAcnF?aQsXY3*=+jANETFkb#NW2Q9x4t$
zfRBF6>GG;F1QiGvP)6Q#4-&lsfno`4SSYVEN7H+$(~KkwwmGY4n)<W=kv+H}+@ZyX
z#5Tj2u(QZsh7R?X3$sVU$O5pnX1P_H8e!FkK5Pu+jr8Y17<qmB;@T%s8b3vRYF;*6
zzK(fvU31uO`a1lOsP-+Q`<VviSFa`Fx$fvGxl|oVyqC_iS8$9pn+FAsH^*t1Xof2u
zqu-%iaX^G2^?dshIFgV+*R}K<;}wnR=gR}<g1P6_c2c{!UPWu)kff`X#Ivl6s0?}D
zi;ph3*M%|ZZzXM%kjQ^~nC@{#8%b?`6}#C>tG*TLWx)=Ee^rk+V<}iL!qLAR2nj$?
zo_*PE8h7PD`&MZk8E-+UbC@jRh$2q(Q(#%pYs}-P6A%q0vGNvIZ1Snb@8q}Ty|ucP
zN&u?Hl-p6!ODur*?I9q>S+Qr;-MT)$4JF<wP)U8i+xJ~PZARx(GOaTq^DFAUVYmVb
z^GcCvCD|6^US_%}(d1%4iF4ou+@~4bBYB0(s5J~i*!0fSb^APDTKx;V5jJ*4pZ)}6
zwPu{#&FN!$zeHJHAJX*WLW?8@4xb)DiH?}_F(ZTy(2aU=`%UC2Ya3fU#GDI~Sh%HS
zykFtW%Xt&GNF95wyrP9@4v9K~2stk4z*JkjqKf`Wyi+=zfaxcRbMX(njM-*qgAvM6
zPkA(aror?U%NeQ6?kABA71e`$?L930O7}O;{D(dr=O>*S0I=igExI9$14l5*trT4U
zA>ruYzUtM4WNvwN$vVp1%^KaHjFo#DjJy|9r#4RoZ-+-`;{h^Z99?`4NgGer^NOL@
z2TLC%TLerkW8tItKxYue*E5lt^XlzFX^O9!oO{_v_SF>?#AHe1wqnFvT^r&e(?eUL
zvgpBSTjDF-&y+sEn3H9hHXf2)5suX5l`K`b2tTw-xK<C)MP@1srfmkYAMgWLy$sDm
zrxL3jH<Zo2#LrI3GG8RO1Yc*1$7ONQikyHk(l_Nl*W6Vc5+ql0cBpl(%v9#P_mSl+
zog-uOPa_VS;D53D{@Ukmi$VLvoyMF-8nu-<avjq9Okgh0t3q-A5f+_dX+1r`#jA3F
z5vBoj-A?8H@_D8MMb$@R-zLbf=HZ`2r18@uF=?x9PoJMD^QZX+0bqigk{g*x$;Xc6
zGP_N@-GnAX@J3E|DtUdc?yImcjxa}Co03LZH7}=U<^)LX!JA*D#hfUg)L;6NeO>w)
z7WUG##l?PS41LTL5<HB*JLBs3s*iJ3u|6x<hE7Mxh*Feh@(pV0`p9W#c@Fn;Chk>A
zW20cN5+1u2{v<f_dCuAur1H)6C+B5bmvKX8?-*)5HOl3Qa>=Wr3!i;blO|y`K1P3q
zXCc^WD?VYpzec`XN(+BE-o13e=t6rRBp#RV%ct2$XzsrjbNjAO5DJfze78(Zry6T-
z4CDC6`#kj2@xHjuGP;zLmyk6vt{LtTE)b}fbPWabKI4DC@af@1*-~HQz_R)~_R;H@
z-J!3sJH$QL>S=q7Bzzh~U-YbT&+F1i-jfY|S2x?x8B*|F(K1ufQ=(X+9P-TTDtRf?
z(nwS_Vo7(1npHeM{nn22vgGvHMb&5aa^$W|W@!N=&8LM&MOlg(d%s40z4;F66HeBK
zKKpOUxzcyL*9THKXO>vgUq34U@KttN#6QtV46UPt$5vu_f65_oVX1;?%)_@}7cAiC
zulpH?Y#XjQNcaYKt;?w=!~5j~?kAO#Sr2CSddk$AH0Xt6o8x}Lp8qwH6Dg%N&a=7m
zzTkpa!V1eGbHkP?u)wv0a(Z{3NP2-D6G1JlSb;&6<dYFGFk-1QRzJOZI)ayrcshQS
z6<~rQdCzAU<KrlX#Sd<a-Lx(<oSTLH`f`E?WL-+)m96Ers<+7Wuv6r{r~$f+ty4#4
z<gsH(d6$Qw8hX|8SB9gdGI6x502;pYc2&$##Y$A%FB+cQ6P<T>?TlVaU;Cn0vvKsW
z9)%t0qnd+E;NWYo--7MarOYKD&I}Ve;Ye&=m~m`U-p&bYW87BZwI|zve<v&IH5xOO
z{3FKvV5yl;-8gW#qb%!K>qf8j?IjlT!^^X;zqfu*;RbURF7=mbSMokt!JKi=3Mwz=
zm7q8MgcDmeD-H+m#`#V;%TKx09WO3Iz4)DXf>72?M0VHfrq5^3kB-Eq+sgDA)K+{b
z{1%qDkLT7&KDpTV$fUKXmBrp-V(-p`nPyd%5cL*w>pY$j>L52E@^Xy(@QlBwJYRs9
zY)z5+&Ah_8*FM_)*tfB5A_c)yA6~hSS(D|JV1yh*${F1PA^eaxqPn|Cn9IFO2G3tT
ztU<5qb&KywCPl=^>-PcpqPP=3DFQ;vhzFm@gIG$o!%Jl8Uj<U9&F+()50Bpdc7uJu
zbu2>%3oCdUeVI8-<o^OUSbcMXaZmb-*20YcX!>Bk34LSMm7)1<<S%cLXLLBh&KLW7
zQr6BQ3R1xzgBe}EBpla-F^#R)sBf7?X-6Ao9hDqLsMV4+op7DlaqSSItDB>+?l~09
zjWRm=#;twBlolD{D)uN+U*6*2`>e3~g;9Re^Th>q*Tu2vSPUZ?@j=0JrBXXhk_qc9
zm8fd;J#HjQvAAm<4?0`vKysYm?m2~&ry+PbNpniRyVgGi5)LfqFt5CgfiXJHsk8gR
zH19EWuaB~fhjiuR%SD9B`Zk)VK~7<o;29WX5g%b6(kp#)L-ozr)=Y)k$vjjom!@Ct
z67UJZQiTj_rvqOpS*o4-Hdi>FZ3xE}OZin(BH0GY!QmBisPR4F5--FMv$1&?RLc1K
zQM22b7DEuPdqC1>PMp|<z{L6qBov_tF}sk7uvKbI><fCf*r);vEy^}nQ|if}*$d&U
zH$(lsOKrAou|3h`cEq%Vk6+Gc;_NoKwI$kywFDzbBl8`}V#PgpQlGTc9&KkpLT+=G
z9WICaLIBZWVj07;9`>d{kj;!h^}Kwk6t(T8sZtW^?UAiXbTa!J)V9xAD_OVdJTDT@
zq=;?Jz88D8fZ0rDSEV}J;>lOOCWDcb!+O${RDHLLK9bhmDNgDqC<hh@ENv!yH}&pE
zHZtm0^iz$5Iy%wjKCrT%7$2uG!-}(Ae@qHW%git18F1?iaxY&~|KRY#^qa*9ESMXz
zPtsgPkcUqYg<(NcbxEGuk}T^}rZ;~4WwQH7`6MEqG}u!n1nGrmj*MyAGb04-%--u}
z#d~cFZk>cdezF4MK%`}8ZpkWMoArJmsAq;eki3b<tgBOEVeUtP`DCxXUDV!CtX-t_
zy}@WoQ54pwHx)wgvm(26{;p4+_(jTA`c(=BRjJysMNHmrbI9rlLVena3+r!sD15}!
zk+foKiPGlIzEg7Hb9SQ}I&<)fPbrAPY2Ze<8OztRhQ1lK9TIxARSLB~!&lPjw~u2y
z&FJNvvgi`3$9iz&w>=Wt%t=O9S5A3We;+B8PC5IP?J77L=P(4wY-HHQ2g5VZq7Hqb
z=kheX%W93k7~O3(%dtO*iE|9qJz)4H6!3u~qI_%Vvj6=<Gn9Cpt1l_OaTcF@k3X-e
zD|}-bi-=H}l?EYRTGJOtUns)s`ZPP2Zp~~UuyylOVdjDP%9rj@8_lhx1(Aff&7QJu
zuBx;yXY$Vl`_KYmMF$D+jc*ytm-5>ebFw0M#Xgoin7psl2$HvQEyu0gt9D6U&<=??
zxLL$vd=XR_UOIr~F|N2B%i}6jt#Z}k%C^HW%ktTuvi}zzjiTt#F#XwOa(uzp5=Ixf
zI@VDT*J+$=by>Cl=sTukSsF{fKK@Z%&sx@&Imz;EWlLYuAtas2t1!bpWVPB|^4B3|
z&~(rUiePhh+(WgPvup8MW!8BoDjmBd6T}tMZN4E~)s5HmD41}{DI+n*eufgTKHQrO
z3=RKB*IPhU)ouUZl!7$UjUbJ*g0!U4UD9v}0SQ4mrCUjnM!HMsF6ojE0cntKl>ge`
z^W6Iz?|sKOgP{)DXYaMwj5XJqpRYS}nZ|aWLY;Y)sSp8FeU1Occ@lF6FPMRQ)Z5oL
zizTgk@txigy@(5)Rm&jS#7hag?nXs>LJvDviA@d!zD5y&w5t%o&)INvSWTuD2K)<O
znB4F%8S?j*aok2_r~GWhu);N6Yq*Phn6yi>Kdo3av7UB(xK{e`L&x%*{6%P{Y#SS~
zbgB7Mq9yjgW)r5f9!px)2FaAba<j@!j?uM5>-_o1NwL?b_g5Z-h+Tz`1a;^yPno4!
zhqO&z&Pd%$Nx{XyN<s7Ej9F3>o2u$eF_@XXKJ++0+#SqcBV5i<?7gmcDsvKG>#12H
z<UBD=6y`k%ZvAxnSerX>De5k{g)e1Aw4)0D{3A1Ucg)<u%&d2eUZ7o7|Ij}$O%u<P
zT+!>-v;E1&LA?l<lD)jJ$dB@V=ERn}ES>|ob=6&{$+U`9uOFpI6rIx4a+PHa3%+Ye
z?byjLCOlo(uG8P;WyrZ_S1E46ah0kx;VS6o-f~REKQi?kF;3p%%BxB_M?Kbmll<#;
z`vzVcr5(whjf|Q6BTrV#@0WDku9EqB3a)w`mA$t8-9#N8W7;JLkBXR1CtMp}dSFh|
z>c83fQ%|svOidWZh{F2j;(8Xb3G3%~SJPJ>HdCFa!DKIYT|QfpXfJl192ZxqlRgrB
zo#|kA-QO5pb+XIJE5vaRnxptE`+-vQjE!FJPdELSo@V0FJJVO%yxbL1?ws+LSShhd
z?c8`1z3Nt5T_WiiViVu_cV?RVSJ}LL{JK4F)6=zxY=;D|?(E`cgL<x{0e%G+g}teg
z1o68LEpDvhFF6!U_<=Mt-;EZ<u&{7ltA{iLd;)PLSTJ>!LJT`p3Ir&@pEHHiXZKkz
z9V{Dp-JN5_(wd*SOa(XFEh}QEl;fRJ20mS#XyJ-xqGSk7+m2@XJadqq-kQ_JSmlrr
z_Oe<+*m8sJ@o1x0()sxP$tfZU3M-HFGU>gYvZzA*{PMN7kPpF^IDuD*OXPPx1xm6s
z=#ZSo#||Fg2YThyS<8_0au?1RRD)CV8k^5p_-(yP%B)h=4)W)*@ZwN3dFxDDrqPjq
z%O;4nVbPMDHs}R4>TlcNJsd+Wx*J2~XVfse?KZl8ri0~6KFATGOy`rHL;fH%f|f+i
zof1WDAyTrd@YIWb{*f?6TnxiArL#7Ui~On=udl9+1QbuxoM#umM1=W#=Zt7q8oS^h
z3Enc{<cc95>ykD2d2B=<@xAx*C_v|XZ50zUU6qk491T8TS6AnMddxBbCYVj&>nxqE
zDN)Hb(Qd>A_`;HeMUD#^uBT{I*u-TZRfc_(ELUt;zNpFKAdq9_agpu1pH2WW=7n|Q
zJXgVu8iLXJGzxU$OyZiR@k3pI<NZYBW$mZPP5Q?s7Cm4pot3EXIiWuNGJmK!+lcSk
z;ej{df?PdrL|UX-{PEay;hXklwsF|d^LeQVSPbfp#<VC=IX7uNMlVX3QS)XgdCS5=
z{^cvxoS2=Qo;Nc+p1(DB40bN_@p*dl#ywpbDU&4}zQ!tO7rcPwFZ@=+3$zMx;o_1s
zdfSJs>bhQ5yz$*T1CBP~G|E8tXB#Zz-H4DhBIW%pm|^GMvzUNk8$%&0Z03f_u!`_M
zDAwwQ>q8T+8Ru!(L`D({m=)I?g}sPfna_3w>r)nrC;b=K7YYW?ji!5LTLqXkcRAe1
zvbQLBZAdJHmW$VL4_o$sXSmBD#)T(*yS$#qe&+JRoA~nW06LEe1KlaTS~gV@c0F0h
zBR_k6_w~nO)F={`gkMgrKN$`NCTtngX}j)Ui4AaECB7>AEX%>&mS6p7%PS&I75$yT
zx?|Cg39S=>>>1~$k>_j|0YC#wsa=uamsrD(uDyiv-wmCvT?ME5T&IW<B*$=Erd)^|
zZQFT-nF}~7`EFwQ<NJ-ETr$09=xSl8&TQbQ+*=!OUD{0>)4=ny>xEL#tAH4{e$jm_
zKk32(rRp~}F8Z^saS_p~O4EIpO1lZ+e=JYyR=V1Z;#|pOP*{YWSrY_5O>y^%dhI@&
z5^`h2vJ4uO+Hy-Fok!+tGg#OVSx)*$X@Rtdv6h@Qtg^kgdE|l~|2y++r7rdECb}q>
zqh+l}5jQz<H(_6GcmYzQ<qk@J<K=P0#xEts+1T$DnnwnCzkDJzOvl=p!f{yaKJZ6B
zb*6inr&7=(dK|H}7S|bOYFqQo_$ypN2iA%jjZ4)qm-4ae$eZIzp3e<jHMpFTQ-UYU
zxI8pBp3Vg`v1VNIz|mDOd_>K};zVidW8QHC?2~Fl(W!v)6O5ugnXhaz6R$F3V~Y|e
zw)wRzn;iJC&E3Y(9PW-r9PG00C;`q9-(1dDMqB;1C>U0^yr$hTJ>Gv$%$JT$1B1p9
z8vc$2yM_fxJ-kPv6prZXzXj^n=@tJhXQ1855XD7WLe%3Ce>RiU+KD`4s?ZVqP~O&!
zk^QB;cw)z5+c}JDhQmen;rqL(-%xWZDH0w<miMWX1cL5Rlx{w>h{lg<lk{Z47>sYI
zdw()qQIhu7s7!%2&yfS$E7IRRQ`;VWDI|9+gjFs2tklbVzh&HKyIwHUUUjC(;2b-l
zjJ=-%J55}+W0ftxUsPZfH$N%TZRQ<80C(br=V|rf4qedV_1Ff_);0|$ahb;(^nu{R
zpdPy3(6*FEk;GYoQKtM!14}4RnBe-)S!Y@~J+G{&5qoUI%wJmxEDy=eU<xTQuGhV!
z?c9GXZ$6cB*r|2Q=DCmdlAcXlV~WM2zcdp6gLS0JAMU+*ZliBM3CMVoW9v|v>B<fH
z$;7%0nchyC&zZXP5vjAaW97tJ9+7bnV|E3JZ5)2HoMelLv194=8ZLk0gsS^iHpQuj
zV@d)n!f94|Q-&RcQ#v=ex(r1zv4-=%9k?6CF`c%34fl<e%fKa-)ly}8`DFrr<8X7O
z*XWm&mFyH3MQr5x=SO8-qjW!m#x+hN_GRzC(q-O#FtJ*ps}lE3F5yQTy`W*|<DPb`
zhh8s(;!5KP{VfK|-~4ERsgD`$-3v%)m_poDQw>;K`*p51A8AD1`~@~xw_CyTYp@QV
zpMU$p*i183w?ZNH%uhJsJo27g?n@LqqIcF^eX|t#v+tM&({^pDyXv{zrOt&UE!EuS
zGyKhj-j9mt3v*d>E(`9WS8Pi5T3n`_iAy7T2#Ni69y{;Qigl67K*Ro|B*=7RH7;91
zS}<0mHjkAG7qKhsv&(;sf4U72Q{T#B8#2{S7S`uZ5vi^(o;vGsNJa!FqpE9&TVA=_
z^V7K+ubR<COT!RM!Y4OgMVpnel~lN}p{Q-DGACTI=iwfE3TovJ+kMK5-rBcx_@kEc
zo@pXl$1}x*6OotQhqN4rOIIV7;~@EpZSgc~%Ekh}rm5#}F35P_U903~L8xv2e7{-^
zw&4m&B0n{SQ+Y){5B_8bKU2%2pLB|SLb8%j>1VbJ^wCVe(<PWRq_9k{Cs&f=d-BR}
zBlVia=ln^ZBYwnrxcjQejqp+O4q4`Xp3qJP;%E>1h_b^4y1jx{KO2~XrSVLehbn>T
z@R}Eal=V;CgN_K>OJOF4!-_R$vI0F1?UO(1QyQ^+w8HPNY4ZiX+I^O5`$AfG_yrGl
z+r_*+(Ozx7t=zRHESged-|HT`Qa|V{NZ`0<PDX2LkBZwYS)lpgRd{oL1=GYdR>kH>
zb%rvWP^`H_ZX$E!E9;4!^S-1_X&e&bzCY{mS%lKK2o;Db8`K8MjFJoY)qSEB5M!ne
zy5H$1IX9cKnkL`n?;#*jvFZxbDVyky(JZWBzvK+p!$W5voQ!afF=Ke9h%$!CK*1>G
zBE&GPAx7X9zC-b$>v39jSe&X0MFq)WhRcu1;qsxAmM17#NtwvSY}%?*QeoGb9cgNQ
z!<_vok?W}}3vpBWnG&(qJu$~9qh&nwp`MgGe3`V;^9DKCTnP_K%k+hm`!0IXOSS{G
zYRq#>(~d#~i_|eCs9Nty^Wia}C>@KEF_~06wnrzS6`1Lp4}xpu$Y6`go@@)9is=;<
zjO!C8aGTm80j*Qc0^CL`2!vsZuOECKVt6+ElDR#FK;?(s91F^WVO085-6wMqQ|+1f
zKCziB;gSR25T$jz2C&UXB$MNV#qJcPe><6F28R}<u#SrXrEQ*T^O8!^;7tebF6y8p
znNT$4C*rXT$3Sc4UC+;#59M^D4t}0XGNulssn2Ft%X|2Y#B8l;i4BvI`+hngks#l7
z&a{M`=xgq!?6XQyYP}W4evL9*63Ixl*mtZVHT2B;ezE|8Daq%0C&j3)#*tdTsWg{3
zUV1D$qZ}b=>%kHY9*#>rEpo+Om($+_%jye{QXb7)6yyG4cvg>#2qWlGOkh{xM7TSM
zwg_5UdG1<C5u4W2bJrsG3%vW%W_TthMu&;aA;FStDsX69GVz{kh{*YMrhhymcTJOf
zpo{Q%N{14mBmc9z7dps?&ajX+-m95S_e~W(8gr}cbiFz4mEUP91XJElST!NbN|6t|
zq5{c6e2cfqi^{zk;g9EkA8F?^U@|J?=qB;@Z8~h~;T5=RSSWUW8yV5nrl(zS>9H;9
z69^$|ck)*(k>9DvG|38K@%xZ5ZuhAO*zoN>1#3ai@x%C3dZlq!8li~l?kGo;W0NrV
z<%h$mHjE*$+V;Y01c5>7u8jq@vhq(A)N96F4<0A4R?0aKIxmFm_+E*;$N-xayB{qi
zBIGb_zGW<xf|}_u(vHqgUrB3jz77s6+oweSI16!1<>n1e<<1_B^2ms&{L@+P6;U=B
zl={(&B;TTdJ~pQq!LLW0RF0>h+1QGcmi(34z{kVp(x4~IgUD#x-)M$@W$Z``akB2r
zn?IeV$I6T@S9JGU-rEzJ`97nO$(Ob543-YAms!b?SL@bq8ee)^A8XPa;%+tsRz9=f
zkFCN8O{z~}uItqMCWaF>`=T!LviUNouleiao$4)o3i9d!|3QPC{f=TXqHH2JkA6zk
zEA}b$EcDA@K~i|!*GUx@eVVaO(=>OM5$DX-U)eP<-R*0&8;T_MRE<!ZE7V_cmR*t>
zPa@-zrELr=*k(g@S*?glFWY}t*>epe-bXb1lWn_7=AV~1h$&X~vC?OGNi1s7v;+GN
z(qToHI73Xjl~&Et+eQj}k+<%2KFuGWhy{hDGhI#|e(y?Es!e5L89hiT?h08f+Bc?5
zfTKDYnHiD^aA?Q+Xfuy**I>Clc1N{=vc3d8Qz3Q7^|WUGoKxU_V6T7~dQ%&{T<wDE
z%!L;^zR7*s)c1pjGsJ`?kxog5kLqb)>6@2IU#!2^FFnngQEQ0bc!K`SOq6N<I(Ihz
zd>-VKu2jE#C@pilO4nRWOwY~3E$tB;IUCV39eps+_K6z<m#S=whn1<Wz$q;D34C<J
zXK^i9<YKZ~L=hyUuf+C`_+914+=dg|b+SGq8wCj;8x`5eG4C4JUd!hcG+vJNS6enq
zS;u-O^|hmy8fxNQh4^re<+vZ(Zush`oix18k}sl1Qxkl>@7_CJuy-4FTqjiC>ix7!
zJ{yV%?-bHO*6w8JIqx{uUeoWhX)n`E0W~UZiAL5LucCU_a)$=9Y;t=mRlTXc#!8Km
zA=D;^OZn`}L-~=nqIA=M0VOj7s~R9Bj_H_rJ|<BZ|6Q%>WbwS3a*-teBKve_v!iMr
z4BnZS+9m)*cOIv_?5V0<$S-{9f_2%(*l_Y%Zh1WXV~br5VQk%#4J&R;c9%ya@E>JJ
z98^)QX>3(SL)wmp1WIRFkgVO$B$#PFg@^1f@s@Th5VXGKXO2EPgAQO{#fvc6em_j7
zzmb<6!bB+h$}i5$ggd^+7CM3<!4zV9b-pBq-Gbp|Hb=C#LtI2>wRoZUa0ENYr?XvT
zIDa;7vcOtMp>Cg~AcZUZh3RXy3xwiY51#ntr#W`vsXy~W+Fm#6CD);#6ZpLCE*nN2
z3}ed3nlR7}fLh~*OcB;Uu_uTQwhLf&r;HJvJ^K8Pu#Nago`tBiMzp>^Cw<P}c9iQ<
z%x7NdHMR_QO_d~~yp>%<PhZS%Nzkz<mHDVjWa$oq6B*NRs+c9zm+uFM@m6%og!=^t
zEp*T@%>qG_hP?ttHe%AMO?F^d(PDH@yo;)p1UH5K(AvRx=;%-2(p??GxDPByEY{14
zwaryDrIJn*@Hr<)h1g{*#)}tP=FM*lM#fl~&KLQrU&jRMFmrw5dNyW@8J63!FC30f
zccCa|!n<ItJEKT76hhXEBxjdfEcX`sH}*^}O=`C_gHH4SI1QZk6v1x&ZBTKH)j|Dw
zN;{u*F!2kbxqt+Bf7W0nI9c^>bBRK9{JQ}nO)QwC$<%b`uSG+Kf`|Ht1Q2?}UAJo%
zSx{!t8y=D753loH=p(s)gd1-h_IlS(6aqux%HoLDm{Q!*Tm5Va+V{+5y*o+A9sAh(
zMX}h#qRQ$+JX5SBjrb67CW+LVv3vC}hOdhl0nvoHy2cv~ck{=(TTfg+&w{`iLWQX=
z?h%u*E)Xwk-lHGNCzA=3KXQ3Z@VwgEFk3ZD{ia8T6<!Bfd?96Z1o0~ci-Y`fYw$IS
z9j0Hs7=a*8CjWYj1g07hH^Ohy{MjCh%om;QF|>RSt7r$ZE$c)#e4_f_;n0(J6XJ#3
zFMpX{WbNt$CuFQSLKQk669BbKNFdl9kZxItXd3TR=mo6bUov?xo)_pv#CN_&j!%C$
z^0gYJyflLHp$Um|xwzT>7b@&J35<qiZu@<VAon(3PMqud_A2)v0?aHm=wK)j0n!C?
zSB6N8*KfmphIQ%yc=(@GCNJEvv(X5ySXj+C3E>Y3+k>g)uHXF%942Y!^d$a()!NLA
z*~{K;QC1XBQE-=lu-al0n_W&K?PT87&zcUGO7bi&_!Y6*%5BT@5hpyJ8f)%w-IicI
zLz!*9d|H`AAh|C|@>>REEh7B1Aw7gytR^f^ecPo$-*;|U4p+?!gmlg#<NFCI&i^Ip
z4w{+I+)O!%>C%jp2_rYSJN(hMUJtcCAK_)LbPO4Jv3WrnxpLPeZC9@;f`=O~u!<Gl
zpSt0g+g_6$Cb2I0Bikw1o0huOVcIzI!}~kwZU7Wq^|r+QpN<7>1Qb&gbJoHKr7pXy
zJq(TMNJu<*3Mj7}n!%l;ogZB=p|ir{)y&o%>Dk+Ow8Y0Fo5D+B=j5bJ#)m(d?jC7B
z8t*+0#Z|dg>VrCtgWwtqlu(zrQddCbrrTIDyxd^Y{~*fyDrnGncUJs#iH|4}^otI!
zmtHjSqo7-N7zzdmjLoYkY=_g5$iGJDJ<(K2(>(G=CN-QfMzRtdI)1(-d~>^?Z@gJC
z5}a5b^y5Z)?CL1^7WP2s9i!BbmusRVZMq&Pg--b!{5(TWr43zTW$T09XuItw$E=fe
z_>5Af5ASm6D1h!%0;J2ORwQ;7`#YoaZdncg^rtIQd$-_Uya%mFU3gv$*P5DAIZHBp
z7e0q(qTGD+!|`dtj4vPRV`lNs4ZqpY1NY1V&X6S>PrEIL5c$jy>S3A&KTKmZo5W&6
zV3V+WHYB;H2fAps$d#}EeuD@tf+p$#xu`kKNs4Zy63YARwF$%pD!zL6{Q-7YCoOLG
z?=OyD_xU*p@XW(KU#=``-u9!2@^Sv6NR?sUuKeDCBzpCn+BCrM-?`z_LL-vHL4&g{
zk{$gq;m%50*JoX=_2`H*;u1hz8voeswBSfSKfKPtha)Gs)Q%^G(57NHxjt^BC-bh~
zZL?uQ$h!Ic$^Q9vBw?4^mdm#*37Qi<x5$q_C2rdk(wtBrfWm4H<{dev!m?k|q>-bB
zIq38fj4Ioe8C<=AY4>~g-F5|Jk{gxr!u})?7~9x7)3ndEo;~G|O<aq;BjX1EwL}De
z4l7A0<Q2;PIW;d0*FoVKrB!-yn81zJ(_%Cop5|`DfVlBPhW}5!%Fr=B#o;3j0Mxm6
zl)Y5S^cggwuM#|9xIg!Kg4C;>1!d8KNYK^c&(a0jw(k=T7nJX;n!Oz6(h3$ghV72v
zz@8;aCi;nuL2ZOWZyaY`k;2trU6QFZD_L&-lZ+YOxhz~ZIK2*<QG)-}UveqvST&zr
zl*4)t77slI85)$Rji%N)EcDH{qv+%bO&I?f?)AF}-QMnqTI*Djk&0p84(||0bKCK?
z`dLb_{;W%QJCtQHLI3&UP7V1+K+flaL8Xwkx3fYlxO1)T#=AwQlcY%~6AA+R;;C&$
z>Fa_=#j>)-gt;mYNEfxk`-O<AZe&Wckk)7I79ZjNte5)A!pbB<H1f^rYhF}<(GY)N
zec;5S!Msd-@w5q)G~3ev>;w5}_5=4Nhs8PB-&}lLCQ0CI>}rqrys&;ZTlP1Zcn;%E
zb6=vsJk8q<09N?vHCd)LH2buiU|mK{f<tn#afhZ+Pb$gSy&_S%qmz24H2metox!iN
z&yWI$AfCl?fZ}4>a~8`&*AkBl%2=f`df!7yhLezPW*WlJqrCW~g8H5zcb5mY5`cp)
z!cP112EJI<fO)k>*|#=2i#G|8mg<;V^pn#x-m<DUO@GEfqWZ6tFE~D(NX}9&8ZJ&Q
zslVrFPmYfS6-ezq_nJJ62q}D5*nXMPsmTTUH8;5Fl3Byh)8`d$5AqZ7A*~l0C9owc
zz|eXG4uV518p%@>_#Bnu^d200X}z4D8EdcX@^~@vVr%C8h-z&p)KB<`2TNGY!gzAD
zoz<$&TNkgm7wMI$jyS_xLq7c6P?x;DZ3{m;1<NN{uU$eMQmEN&k%-C{Ta&sZ(pm8*
zpA-7?UN^}mh+${WOW)y9$Qhr4S@aB}6#_5EE`Y+$NO3Gx``J-i`>S(<sE(B)0Y7mP
z<}rp?@q4!@FP*yw+}HS{KeN!n2g@CQa@<TKq5&lH(4`CClR~x*$3fte<a8|4f2|5{
z{?UfNuI<3gsI2Iose^I2G@7H>K5FgR<$$0qtr$7Va<Rdmb%Rd8podzFk7^Nx_9>Fp
z-Y=82r5p5rMVKf!IDwPfOK@*YVp^Nf=LE;#`5oz}^Schu3=WS~y_s=0b*c|1W8W1{
zprRO#5nBXG6ge;r)fh!394P<!PF)D1fsZ<hBBd+2dRPPe7KZxx3%9xW@z|7AVHTs!
zJ0xGbMT<2Zv`~1Sd=9nKqJX)#YzU%lb!cMzaCH*B4i>S&NozDtPu7%mqu@9&;9%`N
z<YX1TuYz1Ywi#o$R7u+)r)ec~QQHM0=bgutGyd)*uTh3l=?~hCty?A$`CDAO{Z}&B
zlZ)#Nb|_H^Q+kbr*d_F_C1Tv4>p;&OA()KXof41Qhq79z5zN?T2h-N8C)M7?gGb5-
zP=HC_J;_?>Z3N0)<;3Eu6x27YM`|v}IIB8S`eC8hS)wl!P5JfL$W@?u<fBI=;*s(s
z?S15Ck=vXOLHvr+LVP$2qp^&c3=?V1_Rj+)CYtxG#qqIXdPeDmIiy8yS|lf%a7=Y7
zJ*2OZq7L`cyXtyG8-8r$Z{=BOvgw|r_WH9jD`&sIS_20J8w=YqSR(m4W-N<QOy)-0
zVO#chmMif?o1<tU{7J)OL0cpDQf%L?N2~^J#6s>J9m2jTsm0MJSxO~dI8PCZ&{|l3
z68IYq<`lBU>^o>}Umw1=GHto|aDX!PIaEfgaV;H*c1NaGk8P)CG{20?!SJ)REHOdM
zD2v*NUR=UuB5U{o_WY|y+d139eu9K&0=fh=S1yfcekf)gmCWOd9s7y*X3<jk32csP
z%4dyjh~j>yqB^7$<J0_jkzl#{E4L7G(&z&4jk*#Y-o2tQJC4X*)sN-r(n1RYJ$9Hy
zNI&nJ(8h=Byna<F{}iFI<$N6KK8VjdV~Z^b*}7WeRAZ8H@!W4JcaP6u*s@r1Xi%T-
zJrp!EY)D}3mFczLf!fZCPgAY&ymTau=SHiRD#LnTv6cXdZKmtPdc^_Q7l3fM)={Tn
z%?{n_*6gs)OX@nD+2))1e4rQWxQ5zgiZIB!>)Y!=5zn}PUc!<pps!pLRS!D7Q-o#u
zlfFU?W$646|E2C_K3e_@xE6TBr}z<;MTGc*u&wQ`!%zeyQ9rh0;H>EJwFUaUz;3&@
zNX!%Vo)MJS9a)pPFRo9ov6r6L4XtfJEwM>X^Dc&qt^RapP3sbDH_Reuz;?0@r$qXy
z3MV@;75GmV7dkBhgG-3LQsyxeYJ3K|zwj>5bEaj{u4I@6K;Z1sY0#C~2GD>O_VK-n
z?b}UOb1=3gBR<`=M7-KSxDajqo|uNKwexPPym}2s!Pw*HG|^cu$K$$pWtUauA2wC9
zX6c>^c=4&=5UqlKW3p8q&G?BGBxRrYO0=5xdE8H{-+OYb%6NGDWk&TP1bk0FsE6xz
zThPh7Ei}Y8B*d>)*brh0u6ilB>BO!1Qp29Bn3f{^kyN6BgyI$<g=Z%?l^l5tkY3q1
z?^x=SX3Ku$)Xd3V{@bC~97P3KsXTrlwdie()zEc})q1f5)T~aDXF>l*Yqi}npM6TV
zU|v{kk74(7);GY2a;{^urg+e1@JC@T9p!~?dk!3{*G4HN6CZ{rv&X$G8hcHC#%A>%
z)U#ZdQ3XDhj*opqJQ(ZUI8eiUOAB%E11^HRB|jOu2a#x`(!Oe-xn5-G02EvkXgh#H
zu@MFhUNFFoyt_9g_e;IwZx>lw0ZJNg-9ZoY8`y*Kb8u=2i_5gHG@@$m?M#16psu45
zpVmM5uO0+6*=-p82$sF*8VH(50L#l`!~ICJw3&sev`{3tx{Jas;myXP>+f3D+bndR
z+IuS@l(n{-Z_u<q5g&rH0DMrAQ_A81;uhCG`2s)<&_k#JnhE%uCFctS&6n&+AJerp
z4Syh-0qx%Lv{nQ}8T5bt|2iFlOg!sjCvx{0Ae4;oiNyxMuKMR3e|%N^w`<g32n03W
z^{*oIAOr!*Ja#qE8bcf>;;t+mXtooGBl<;%gNE_X6^TNS62|-@*yBJ;W1o&K)NwbC
z^W@EHAG=|zU%K-&->tMYXo`kGVdh|Nq6!Rx1CI~rt!gjiHup{j*)WI(EZhm2cO<Ce
zNPqR!*OjQ6vEA^AhKi6N&F<Ob&a3moHUM^LJK7lCd07QI&;mg2;joppQUA~DAcRmZ
zXii!afZ57^b&uV086dw7I*HZEHD4RF_}sSxEuR=Pl3_%Ds2u#kgMrUGY452(HlQIf
zTW-6*)M2>P9(?j>$*mF)^8x{(&scF#=?02))8v;cD-zPyldGx-<vO)N&7dXX6En_Q
z|0hDpND6YG8_HI(*F1t4iuKRXm?QhF^u`BHRhWG$-viJ|GzdYZk}dmf&RjMbi0T9m
z3;k`K6hXS10wy8ippF!TCiC&3wFR8bm&TY)L7G17?!=*3EW(<lNJ@XZ4Sh^eAZxD~
zoP&BE4J@i5E#rl_7twT&EBIso)0&zHnQ-E%gxL)?E%|{rKFT=NnS{Xg)nQv3mM~c<
z(lehR8*vu#e?e<u&436H^|C_W@w=KK=!iB1r#8Osb_rc><93FVYJB;4@b4Yh#)CVa
zbK7-Tg~oD77=c;65JfXMO<VvVxe&%_K3SCqKZa9!X!NukfZtDdsitp0!QyF__n?G-
zv4^>&FV-LQDxm*kI+!_sO~=iL&+f130Ks1H5LV*PA!<pG2pe{HIm?alkg-C>BUMV(
zavvx3L)Ex;0iohL$&C@@+!FvTV~ap!uv|V%tHRVDbRPKuMfJ60=^GjxXj^eje9!t1
z9o97nJcyt}g<~G{Ac`O1)M+)T%XI*e%n;y$4Iv}4Z684j#l3y6K8w!`z`6d_P6YjG
z(17{O8HhEsfkwSgb!C&F#Xhjhf0OCoK}rM>*|4Hr_2#==!<#`v$|wHjE>ze`Pb_>W
z?rCTcZOE-_7jeSTtTb1ef5vS#KvqFL3yaq+d}qGe_Ys)Uy*bBce4xT~+iU70j}2%t
zxT;k^&KMLKif;%~6_PFY_W@29Lo?4HxYgDaFIY2|-Lm5L+RZ~Wwg8T~#>%)lm`d3h
zK~9>jkowy33?hehf+J%`^4ezq5<J-xpjjh(!S@A<(hgicIVrA823f5`Prx-x4AOnG
zP^H_UX5KI&j*L%iN^3VHF<rSIKm{EgpyDiEYgIe%FR=rDZb4>V4v1`PrJW>}4#$r-
zfBrR9(3dU^Y$;;t`%On~S|ExJpikD^x0|nbF+5ryHY{m4;glg@(Jr<6JLT6|{{Ku#
z1~R1z`m_dUe%yS}>7l@!Q<rCX1CUJ@{Q($QUnQBxgEZ@aE%g$x=xCNY|Gls|mJeWn
z@SjS!?RO9&vtT$)8V1%6Bm=&I8|LSR+Y5r9M<iga;<gj9<qAE5LE1fo9pCS0Z661P
zudnuiyg4$9o+8x}DUJ-$-$}BHG7AD(P3)<fhAuu}Zs9|6=LH(4;FJ~n>)Gnnx4Acb
zjvFsTUCIQmt^vy+yLrVv@;DIrubJd7?b6e=B;3*uE%!Sg;gm&b0kko{qw|i&jRT5n
z9#s$~FRnl6nN4&9xr5==*}froo9cnTz--JG*q%lk3;xfbNI-+qQJ3-N2KJ~&6$R4*
z5XIN8IVucV5GtZtl<&%jvzP(WWs#mpy5)@*QbvdbEb3|?Ss<&$3lL(ZCf`1=yBwGl
z&}`U3-I;9wgQi|v#QE=A6;H!}j1^IQ=Pw@<1F1Bn<^KB>ATxpj1iaBlv*jx8auPh&
z9A|)rw%L}x)L}#U&8~OkBtTzN2>>#*;Y~o|x2jo*Ya{n525`OG?s9{5FzapCXVH>_
zZ{IU66qepdU2D!1>eP&|SkAIh6Y$)?tk`u>poD0bw+2L`K3E%T-L?@qJ=7?JOD9Xj
z8lS)Q*OEX`Vud2}#P5-*o8Z5T;|%oY`!?^&w7(e?<S__;*MZUY5%{p+w!;2fP?p?n
zKvHY_uYgqadItRWHXw*zyJ7E8d>dQ9&$ejbS=tU8H}j!~Fqpz0@cD-Y;C$bCGcN~%
zQXX_ZQRmZKGI;;)KM^X0ummD%uD?P6z-p6fpat=!x3wdbFfbUGUVBdBch%njm03`t
zM1LD8!AxS`1`&{V`*q$eR>JjvhN#IFdt@|<n^{W4g3ue!h6Pj}p1>ACOD|#Eqn89A
zA^UL2oW$q2X^@-<70Pd?C>4SlxVWbOhn~Mi=79j9v2~9JJ}SZ$Pz10Ux4fgpLW>i;
z9V81#PeFkf1cE}9<)u(IOihws0H5ok%MC!0@~OTj|K2kd!VWcXk#)~s3EzH`SRkCb
zpyufh!hHxofF*oo+gy%(hq@7`?Ci#5ecs|!1LaZst+j&UTBb0P$4uKGKU81X2AEkx
zP<Gtmi#fR^P2b!&;tSwtd_ET$-xkQw1$@9-4yn*nk=p2v0|;(`5cQbkh~a)2k~T0e
z<Uj2W;vfJQ)9wL=Um$>2b7~N<>Qu9bQ3?z7C2+LyF#y6lj|#=xojaTD|C#tdn!v;#
zi@qJJA%3KC7PL2O1O23zXap?mGE^+SiqyXVTh|bv`!>m`YL&rP^dLcmHQQkcLM{4s
zz-ey%Kr7P<5Fv;1L4YtLR0seTv8Oq{|BgTP&>ip{+rFPZtK8yC*Rg@rOR0D}8}+!@
zU*qDEfQu8;#Abv%7OM}aX(i4eZU+5d)1rV(s{u_);~xSf^$;3#VgI_q8?%RM_&)$w
z6hjjyovJzC9EwzE)F4v9-h*fYD)Xg)16(g=IFR&owZ|Y{_iY)bKaj`>0K5WpFO=FF
zGWM-~ov{J8cKq;m!UT!DZ-xl$;}V)QAnw$_7tpYT-lTj4Qhn2Zs~tMv71W@;J3m|t
z1cjymK(C$QZ~B|-p+};9SNnS{C>3}ExtfUhe^5Row{gnRkCr+_yzqS~Z|eaH?Gk7|
zBLNxTu%)I$1H>LoaX<KGyO9+?&EN0V@Ha}i<+zmm?<n>E@n`=tQ1w1!i78c8hGMZR
zQXHE;h3R05bx$iWQ8vK*VgU;rS|=%X&@YwlG{Q%7<Kk}uIgt+Jl3BgTZ)i~BX`k-R
z0;gKT#$6as)EJg^pFjo>0-;xlPT>Ovj2>Vuo@Q@1fwc)@TmS?={1YLc$ZfGFFE90%
zaSf%8=?Y-Nr+Y;@1l-P?IT5%m+QI~)6K4Q+4-BOA<TYsVL%>-G(tHA4+acvP<Gb^J
zGQLyWRF9K;%bnp{S1;C4{xbzZK?-;nfnS-$w+`Nb;Wkv&-lL@+mk0gsPLn3la<X<l
z)HtCz-!=3-7yx2W0;%>tu}Vj)8i0V=J+IE#jXTj*W_SNbtO{!W0eE?~dy`w;w_n{L
zLe*Q&?(}O`C$9{OR?e*l_dv8thoV)SA|!YTWoicnllKL!xf758cqDjl*Xx=eLg!d*
zaQ|axAMGJ^9m8)QXblg3eygzuqx}`Dpy-RX%;mV`e;$$w;VGE6Z}6o5PPS$^>}C>F
z8Syyg;_6mBFA&4H{E-QiHKo-s7C>uiD`0g}$_xKKD&6@qqdq6QB5t5~Zx%qo4FLli
zjnukQi5ECS=G5MiESY|CIIbjp+m<_vfSg{nHa`as8Ds2e)_<8f6+$fJY41g&{!`OO
zMls+Bs=^DwF3bV=OXAWPdkGW*)#FxXy?xXQQ<KR<;8{q8PRb&`GZ$ZrgXLS2T_^Ek
z@~(Rh<8QEt2?y%kSYuVyx|Qbd8K+#NKu&2acI7k$BUGszOnS;Co4{^3RPy3>wRbxV
zZ3$4|I$PZwxsASHwFB9%x~e9%k-xtqK7lH_ndJK*i3b%=+^PY_y%ivjD2Y(zel!8>
z3D*_in2i0z!hEqG^`Lpk2yX@=EL<evqCQL6<%UfBeCQ7_@fpP{$iVBGxr9vn5-O|z
zD<PsnNCqTd!?np*gMZ%(=;8r+Xis5*Vt(55_D$4YCYD0Q@@;^^TLch;d!R}A5&>7t
z*?E;K)k0dVur|RP>@Nf$_&}Ng0d%;BR&GCB1i?VGfpbkntYF3Gj&cpbyxN0tceK`A
z7C`tz91p&UUjGC<M0sFI@KVKye`^z<Gyow^W)Up^rm3d>j$lc7tVCA+lFqLg6@myU
z0}wS0_cQV6Lbdt^q*8B*mhjd+kQnR0)&zP5Dgch$Ab}GW!iZK@o(w`P6D;;0DlGJz
z0M`mqZ`+@IX@67Mqj$|97QBv5C-Xd8^eFrqQYTJa0hDF@A@$$@Zo=z{T0jGb6WhfC
z;(idfl}DhDUTFUwGe3y40Wh`O)ah>mC30`Ja@w0h9vSy`9RczSLZ3CE(;CBQxhHuA
z+&|&a4I2UKr(b~@w}c_6Sp=v0SM63SK!%Y+#0wsQhhRT9Dt4sw0Tcee2^6-^Gl+GV
zW-#&WZ!}DEL^u;_7uLya9vT8f9RE3|1wk^$F(r)H@bHtIYl$=*9|*V}K)e7VX_i=Y
z=!`I6?=Du3$}^i<-nzoSHw>`UlG`i4cOAmSe)>6({GAExNhm*NFji2c1>%@2*w$ck
z!eskBvCM65^M@%AfBJE_1*jmQ1E=8RJYJCklNLV-gi+gZ=;|o+o_qa#tc}f;AG2@Y
zUPW-Cveo3^)?Av>Sv8_pJbwKp`fQm?+fCL}tCnT3_ka?uty@r+K;w6+JuH+mbGu2~
z1xTj5?)h`}XS<jJvVN=Ws2q=7ja(q4O2cCDlvUa;vh2CZ+_F(^bxPc_@IQ3`Xs~=d
zaiSvIJQqhhZyy6u8g8XM1fN;fMRFUhr_wdlMx`X|I<P!~+s-cUg95R}6%LlV?aKSE
zVic06_9hT)tqmM!w2-DBEXiV7x?b{PFzLZl^eimDhG+|R>FykCx@?yVhe=OY?omug
z^IR;%hEi0dmOE(aX~$h#G74L+RLB+WkT9BrUSE2KoEIJz-j8Q|Pr7oLVqgdnU#C4o
zLSRjImwYe<3W{~eIE?%lsgzhRlpjYPfTHhdP<3p_S6bHWtZlM&dhxD*=a9Jwu#&sp
zM_|_;%IL3A(#V_v%)fsG!;*(!98{BqLipL@v%kGrN$u(o7+31t7e);;MU+l2?`+_i
z485)qZ881>u&^+ftN7Kra%wdlZfU}=hF-5-RzTk)K-KvxWlDb6QI^oGs0Yhvz87$J
zvL+}k!tl2N(JhXdf-w+bB=)qhqEs&qRD5@7!V4S_oX;y+HYCv;@n^m$>!)9>HaKNb
zqk1ajl&$61X(hV)UM+oCb(`M8+vNPOS9Au^@Q-iSB_ceyX=P!tSX>GBFPFBs`vlqK
zqT`=T3+ggcu8@bHF~Q%7=TWu@8ksykF0Wk63SZK8v3Qrrxxu$leg~Fxv*t$UhTmLs
zm6qIP*-t1>VGRvUW{P<*81En`cPQ-W{+*9(C5ss+uWkZFF!#B`(S+*;S*_{AASLXa
zEoEiQBbB`6f4u)Fl;@Cqd~!33=<XRfmb;%HxIfD~1<TG)<&o~=S^_&|Yq*(1G82MW
z1#zzMy<9eDF2><^^%Lbuy)6<st+rfX76$?gqsn97>u4@+R#bOEEm&5A(=|+V7(dj4
zum3QDcBy=Tc92GXG{%NoAbIyrkGKYdYi)HSsB66>jyzu&ZSU~E-e`x?oZHVj4;Zh@
za7BLbSE9E_=Idz*Zh$*w_3WEeVs&*?WJaWW<S4fbcgm|fcy0`<_3$xI0-oofh18cj
zY9P4E5-Vi(jh24bK8pQY>3e~|K&3?IY8KB-*gO91u;c6gaiv)QXiQ#C!jTR0!UWKn
zpK*E;{v!Snz-E0rd{I$~<srj={@Hxt)}q9qm?d_$x;_SCmNu35oq0%!r5D<Btz5&&
z+?Fv`$mwa(Zp<U1kP)M?*8Gg|zWgq#OBDg0`>U`@+svxlb)|>`u82j@0k%X2Gp=BA
zr-hkbVz%tX+?p_6GR$YU((6+9<8y(x+nUkHBMFskgPtc9hukjJqks1gv3*#fz!g6S
z_L)$Qkl_7JA;LK_g>y3jo_ESgLVdZvq_~#Ivo&9LrAhh)QUn+V;vbq+i9ZQF>j38Z
zH`=Dcwbi_Trj!0$N9SyTpRCvDpfrXBP4iiXEX&JrEwkh()|mZc5PK$m#*};f`)hnq
zeG(IK{Fg*p&OIvL1)yQKD13dcka{PJ%7r2m{oziJDAK7>v(exk^CiyonM0jt-L*L@
zP9@J(xBmK85O=A($=<b=@gAfXwv8Uv8^;i>m~i~4z&S^zrAFJZTkh223x9E04k`Qu
z1uivK{<DaXgKARuG?|zX1m(Qb>li?Rf49*VKvt)Hm7|W0WS<@+eCNPmJ<3KXMr)=Z
z^f%JDFTEfCLG`vK2(6B*?;G5;!V3X=*8Cb^;OC#ooExn%w`D3(QM-jx3eS&poIM?M
ziTEug`&5pFODB~@Hy(01mEz#3<4P@PaER!Tuvz0-w2UA+Dz2tG`HDfJB!k@VKSf|E
zHQpP}u8k+6EApsQ^ZHxr0=tW|1M$C4EfxVMmeqjxm57kvRZ9v!IAi2puM-0f1WNr;
zmcs+Y0)C*m*e@>q#DfYd&85&jTWLd8ZD|T!GtvVFc%TS2U<+~qEqAb_MAq-72^aY|
z@Vwiq9>u4zy7YOUukVm?j4w+3|H&`rUU<tJ#soSLUFP05;)@JT?*5t8mb-y&+TIOV
z4wGgd*$qVvrpz<LSysK|&_|O80|#zKiyHD%L_s27ahj#E{eOT2fr5Zd&uX9CX%@%*
z0p+tnd|wnthN~XG+RCm3Zcn8D(gOhFoE8QbJ#@~1AK73$ZOoUeBy{l{KVE`fK8a{#
z1t67PJA*K4h9)hk#TJL7kphh{Iv@B#<lhAA;Fm?<I;eV@pe?7H40kv~Vi6?p6$#v;
zAF&vpHH!{O`?HVyJojx?^woqfSO3of8I=4a;amtlewS(-+So~+ZSSuASp@1f13pSD
z-G!jp|F8|5fKBQGRpS?sSQaB8?cm$(w-#N{J5r1UrhUA=E{wB|2On@hlL$bmNZXnK
z3)H;^LXCuA8-{w{F<=sSf0CkQREYFgr&`77#pS<+aNwc9FG_Y9RIO*4uQQwu*hhX$
zPHgsjq{#rJ(6XV`z<D{i&`WKxbbiP9N`1)14JpC|5vhliZfYcuj#e8)s&D#p%oeId
zVDw_W=b5X93Ve{B8iA`Ou@SU@{jX2Mb2zWr?tX{riqGV~G`TX|#q)x)mH_4+NAIka
zaJn2&b^^e(WCF$4Y{IgQL};MWl95d8Cgl^SHEeK2a%)x-EnC47iX1B0f@Lfpsa}{!
z1^CAR!ulU~YS_gRDU=E59^TYM{&C6Ru5;z#yh3^A98@#`lrwy(29!z)GgIVU|Io0D
zn)Spm8UormCY#GQnbs#WR>ta~XS#pEvbm5QNhhd2M?yt{>OjTSOQ<g)R6pP-HBE&%
zpghn-qmHQu47n%IZfK<U7)X?LymN0(x`8jg{g`vX^X+U5<=|dJ5Y!1hw<5=1#zozJ
zk03|c)~k0?4y}>`z?_{YFb#yj$>75P70DS1U?Czt&@$sbD-avq%Mt#~sN=rhK^H_7
z!_Kl4TjHK|j{=2~0sZmA47d`LV@NQ<8IZ#-uilL~0y!BpHjfP%2#Gls%Oy~vSw`&+
zwimfVRRVI~JPM?6HHTzBzOQM|G_*#YLFkS}s8|k>L)(B}$<Qyc!g67<Pj3VWigy8`
z@rVib3bywPlCWI#MPo&QMCP>6&{YSo4NCb=CXM?axc9t^@B`QumTlnYp1jAo#%Oo*
z!M%W}G%T4GvN*h0Dc`}KUSEJaM9_;{_(jR51t34W3D-;{ufealoi$xwHtqG9302Gm
z=2tegm?&)^@hhT)o^cHdjLy$YH2iWr>BH#cAMVLgvZ-HvTyhV{f}#QiMm^>_bJtIx
z7C`TQ)<%gb{AWLM$Hm$e`P<#GVF=3|on(L;uOxi*_0PM0u!%r00F|f#Dyn5u-JL4l
z|E-?N)So(zlI;fb6~5XP-B&Bq0liOVX(aCqFAmxRdgq<1&_hhlb{F8zs$2tVO+h`r
zZKd3i9Gc!k`UpHl;|qf3ZqUBNUfuy<Ek4`^LS<0p4JtlEn=YJL;}Er~qMf669|)R|
z2<-<eXg0<Kd`}60IDgsCpZ=;|ZUqy9i?lp^1RMS}h!RgM`$4U(e0l&i%Uq<2Uv-K;
z1RH4p<nR+Dt3Y1{t92z_p8`@HdYd}HblGOdE8PpW)sPDfk*RHy0YO8*5PrA9T|<zy
z5V%4zPcRHKwtxOSNi3j<w}00HaUEYe1C>I=!AofUw^!#E>I?C)R@Z+62&;>Mvl{&Z
zS}{571T3jT_Qt<9J{}@I0FB$i?muZLIeO7z{8`XXH^oI-`s#i|+_@N1O%tz0G<_5X
zj=MDIbfGQPdct(!rtZI%)Z4bITAb;x+!KTIcuFajW?x{5HyZ`tBMG`BjiNo1RKzMR
z)o;Yw$-P$eHGbg;No~N?8u)6GC&u*Y#9)`@rx~$tw&I-fVl7EoXV^EWl9MTauS>O+
zcpfvm*??VOBYV<ht!`^jx=8)@8`L7uy6vw@Zaj~m0u^cm6k+c9nBzn>{5dWegjWA7
zPkvP}h?pp~yq7@kd%;M1Df5G;=^TTkk%bBSVw;JHfJImybCkZRN7{-72GmMr2<TJt
zl<Sp0=CTZA&}z1oE8R0$BR9L-*DGnr6^c6K-Y^<$e*9`}Xk+>8Po`rg`7X2md5GC#
z{I11kT1j`x@~o%ToYS=S$@c4|H13|$imymP;%!=<Nwgye{QG*P%e+rj2t0~NcFk8l
zroN+J?f(?tk^WLkRnJxZ<?{N(W4A%K`BAgfVPF1G)bBzrh-I9UEO(bkw#aF;x2CvG
z0kXAGq0GmV{(`K2NxCw7Afw8)V`PVs0N;IQYWVu(zM22yKV_q3MVBx$8`sfKRtv+_
z^}iZtJmeg)#%aCAUD>ps{(kKouU%8DH+6Sv2b2%WP8msn?_G+u0<{q>GTLEg6o=%S
z!1J(Fkswg8gpUA@9-DN)5HM%amG({4UmndGs~tlW()wlcU6el0!XY7qssL{T42fnY
zgusb@Kj6nk0%E!ni$C_iitC{M>5Yhqa$LyczWnsfDpEkId=l?)MeCcCL$Zp!9xlEl
zqV)%<zrKzxo3cgjXwQ9_GRE)4;w~s(BbTB1`W%*vH|VDIbf7_a_s*`Es$u|;DHEs%
zh)2vac-3}8%w^&a!L&woh{p^On|6w+cMD5O{}6SvgHb!swj?hYuh3_18uz?QL)m14
zXg#Ix{`%5w4rnt~={hX&<<Gah)mQQQi0;2rP+nkPyfdp2yPPNMc8{u#9Eheo$q3pd
z%nXY{JO$EO%_u$~{FUqorkw!QJt_oU5d&K?G)H)%WFs4#GtdfQ?imKO8YxLptAK{w
zF@g63hbmB5%}K`a<!LM&u?2#Z{=1&1bx%|=?x3OS26*8pl0cP(uMU+~oOkBqo33Cl
zg|`YT5YXD>_Ez2kdquXXSAt8`2MU$7jA0*V?{@Tn0=Zmp*iiSE;ia({f#DC$CmX`U
zwH#!2?KrD1qZZ$!Uj3xsVZ+1gTX*Vx^mQ^yHK0y~fKpZX_l83M#LQ{qso<OG{yjCk
zi12~vMf0;D2wzuy0!dkAryU(Kh7zBUyA4|NT2;O++sS~1;KLFG`;?3%EO}J+*!}Px
zd|X@xgYVub<Njl@?frwEVd@EY_XD%<>2J?Ym$a2oxhfWcBxF<1m#SYJWWoUBJLUMM
z9++GIVz`Zarmjk5QhE9`<ykZG!CE>_?^VVJq>#tOgnBy6Z5F~u=~xi-7XVn&IV$7K
zR&G?gfP1oNBsr(l_lVh52vWy*%u{lzH#WQO<@Mt-%wKVkkhU$(<*oqt(mnv_w(+Se
z{*g-+5=^pfy?1g2skfn`57Pax!EnMvx*BPTYCi0(>v&@e_BgdDLR|T*68tIR7C?Y6
zO7Co(L~i7V{){|N8u0ebwaXtn;+9ey9ddT0@YAw!t|`<|?X^24l3}^X<|g*KI`nH`
zOOVCQOleHA_tl|7$Tk0_z{v~p4h|?F%|z+UKQ7)FkzwoKrEy#aNJoiJ&Y=%hp$f5c
z8|l0OIeD|y%K6t%ifd~H`oCW_E6~DcO`JAed#GHw3OT;29Qb-|+0b>RRYKuM=!n#{
zSkoH0$J4lvF+;!ma1gr<ZGUuQS0>ZV`|@r;kILZTZ*PoKZ$2JvnLzDExTg$*#9d;;
z0n9#swtHDK1{50H)K_$we~}D~$^2^cb?f9Qcb2o#aJ+^s^a!3zW;(CCH}von%%A2Z
zuZ^$sp1&Zxf1I)+I$T>2o}#jlz~{Rwa6AoCH^UGnQ^Zw|G`+A)l2?s1jaVH!G(dFj
zIcaU*9*pnQ_N&i(_+yIl&o}G;BXl2z&x}C%1ve;~+obIMM+um`!W*LX&`6A@q{{er
z7O#fN%91)HD^{egEnS3yb9sA+2F^1ne=~%J6j*^U|Ha;O!6=i;nAfDRzJm9?oRIig
zZe~P}-tSEfvtb)K0uS|RY=<6+tdt$$Cz}<#(Ru{2np#!~ro#{362yv5fhABh2U7g+
z29R@9dVJ78M~^h66ygqk6B^RM@&uv6JnPjA8&D>B5;`9GWk9HAV3Og>@gz|%Niu!g
z;S##HmTCk{>D)-nbW-7{B|3Ek)auMGd%29LFV@Ny^M>P12uP{5@EnR{RXH`w=u@1j
zL#6wLW;kZ~v=L0v^A4LifM8*w#ENUDZOb}+f54nQW*6C;Fv0?2sg4%}u?@th<R?JO
ztdjf<*b(dbYT*!>IWq9Y=OszT0hb#{+&-B-HhR%QU9djN{fQGMO;GfsocA(AkWER;
zpv}qUEsD~xahpetX~2k7mKp*5LD`$uBKS3Z=Jw9CSeZa3l_yMekA&q5WA<4dU+RtV
z=_OLe(!LD?y1(@O#h+fc(_EnR5lePh5ST>{X7~;|?{ABDMDC<IB|3oy+UeoyCCsIF
zlvimhEiuidFv?b9(%uuRMOI&@*atgSgV(kflU+il94_@LF*%KUYrIUAR;e)I{_<Q$
zy|M?XkB!>*GcyE3Q6KYr4G79VH=4lA%&qRpXnh>|=S{`rJp<UdzL$p^=H$tzg{$lp
z2^eDmvDl1VN3)|8ApGpVc~Q8V;V(;2B=M+Z_;Apc|3rx_U&o#P0P%_q2VY66@=KXD
z1gE~T*}U7BZs&Wi*Yb#Bq5#?Woq%x3<hKv!T%@sm#AF%v-y;+nBy#PsjF6QHVp+eC
z5B30A$5dgJF|#UBRU++VxB`ear(XEoBdhC&u3@TDUW(a7otfIg<F^DwpRE=EPVOzj
z)TK{>-#Ri6b6s}+Wyx_-A6rIL?m_>nBac@THIMl)bM#L1xLxDW;*&}U7P6QI8A%U|
z7KzP>_!qQFE_0ddDRPe^ej;mREF*bd&MZvtt?*LkEq9H;-)x5mVQU7xu>!&)76@lV
zq3TS6{RZr;^Y{-LqW5Tml|wq|5jevu)(h(gErx%{dwkXf2Xe+mM4zs~caU7}iHH#_
zaNAL14)$a?`dJeeWwJzGQa;*}eNK;<MH%kln@S^HED3){Z~Nmf74$4PjP|ieQfb)(
zMT0bkkctb~@O0*)i=@<icBTCa9C8NE;Bf_|Xj$3)<dvBx3|1pQdRT3)x<0n-B#m$~
zP%C#lz<4>pkNLDe)GoE#@-weEW9R{r#3$sKz+nVB82}gi#Sx+#5llTGR;k_VOo5{I
z>*-2J;r!+N>2$@rj9#&%XLAwwX5?QadCrSV<vqw-;@^noy=1OlvIS>0#+@U_jcUqK
zU>TGXsWth#5=F~d=ShTXflK+Xa$Dc6h5nXA+qv?{@{y<Lal+yb_!de)k^&2nI8eNB
z6@ize2zefJ#!#xIDEmILJnk-UOQf8cFY{_9Z9!}(L1bgE+LF5F7+(of7_X1{Q}Z?a
zM+}FD!D54t*yKOFUz0$4)q7|L-+_k8Ry^}gn35q$aPM`kQ9;k4em0e%euq=*X=>+K
z<ZLLf3EN<&8QpPyAk(g$mSE6_01vMX8T|uYn4M^{fLtqnd@&HG!Af$f4C*_TB9|gp
zWlNh~PD)~fy_}1u%*o{~v>&{3u{kQPS&BLhkk6QVd+D{4j6BJ$=JF?UBqrjBE)_*Q
z{|M7JB#62nOO%_0dzdJb2w%?VKqDg<pIQmmSPmN>KPn@L`<YVS$S3#b_&!)j8$qz^
z!QJ3N=lOF}GqcmVIj3Ha;;rqE$@Z&#f@bnHgDNKnyY#>0w2x)w4obF|53h{tR8l(x
z%j%}{yb`Ua66bR^>&%tomt77kuO2-v%E6ur)1unA=l*i6N%J{uzhso>L%i6`J2CGs
z-?%C7Iw7vGAo+P?6FovQSsvmu@Mn~Q!^#0`T<g}(gw{PA5r0B_?0KK6$l|-c(;Rwc
zG(X-Gs0nS$kvv_;nX#25slLEu62S@M4U^Lte60Lv>PJ)c0NsjbvRuz^0h)dt7(wid
zF-0XuZi`%MtS1KoW@PJoIX#~GxebYaNi(O*E{YX}%=Fbi7D+$ZN><`KNx&xQW~_IR
zGA`~u5iq6@Z6K|x$cA_P1CAxm2pV)fp1gQ~Bou?|xFb-Gb*!=1>1mFn`be&|r25MS
zzi02u`6aD10-5F~jHjVy;<R;`GEKQhV#IR3%{vLJUz!x9GAJ@q#D6~&Z{WUP+}#mG
zy3jdend5zGsrp69V*%72bz|eN4lh4QMek;eHY_>E5Pv_XOJ}4olx{{@MIfA3L3q{e
znEq=<<QT^hrurf{fi^8d=~|X=vSMXMsw&>?|1tI5fmF8t|LEWt>DV*l5ZNnxZ!#01
z>=Cjzna5rkNp?yyvqkpat58-(W>z*K{I0v6KELn3J&$wW_jSFm_k6uxSB6gdP6oK|
z(WFOcj>|m;^R!baBPFKtP6@vm8S0F-jfvHtU(ZR2GZC?(^npazUguoyi}<wYxOJgw
z!P^|#*a&-B?xT5b`(JWd3J#;nFLN>r$SmZNJ{^h?s2zAFoLDp2F8U&+Hnd7bH7^UU
zE80BN6p`9^Vmc_fQIt3u$9PpN8_*&=XJ_o<FXFI2y!cAJML_3lola|e^}J7RmjBDj
zd~R9n`L3hrk%9VoKJ$pNUQOOfRHf2%HCNB+_Ne0q>yyuiCcL!I0*1(x#C^}AH0G5X
zTx|lc5UuW!oM+5w0vmLB{VH%c>a&vc@IA$=n}wm*6kD0JzM;ZO5MrnfdQCHLIFCp-
zT)=Yxp5UqGy$_9(PEEE1pbNTb)$cN<G07}aFv*3|SNw{X!`hFxQ&#W#T87u~Wb%w(
zciEEt)E3;H;YIB;IodDx%DTBFWt(2DU6S0#osC5vLxbHJKLI;3>G#xug?-2khM((!
zTM>Oy49-VV0#a%V>Z1cJ9H+J@)m#LHxE^gq$YW#s3%)I-Rn+F<^ljCAFZ(B18f0dm
z6Y#u`b>2BtL%-X{r~iOgg<}cU3_+o@sa6KcVjQ;0T^uHfVlH%9JsG9Wr$(5Q23486
zmIZ(JpRCj~&nxI&>YkgsUPJH7t-hanoz|!6r+fDPUh5lMT3r}?XE673zXADGLsu|f
zalZg{Y;V;@L)S|N2JS$F>$n?+;Kq+)dLlKdK1O+C#7NV4;K;`qx@nu<r~NSW0MM$q
zwRMenQEdJ2rk>f|N2biA-&X1It}(A~j!cx=RQY48ZyGe5ubo>b>6Pug|M`mf)}|+(
zMH?fx-PpG4rTSTaZ-Yv<K*nWZM&;4d>^u*VS9M0y>JkD&m?Pm%8Li%7h#3Fb0LFld
zfU{_{m`RTGQAx9i2QqLtIs*?UJW@FGrBKP5eN5|fRj&2o{e&BNd`sQ=X^6BU`x!g;
z*H>^;Z(58S78{R4*wUWmEiyA$_24>*&?|(ECBbFn_p&z=Zkw4uAV|0kWAaq9n#kg&
zS8xZ-{kkO7@89Ahet|7DV#!IOcZHW?`5!0XZiOtvs)|gXR5Z`%C|J|1ir_rfbm+eH
z3`7Rv|6p7h=c0du?USmM`MC4QN>+Fze_iZxJ3Ou3HzG*xF3F;ZEDOg{qqu_k_4X)H
z@=;@#Mw|y~JPg{Y%7<d({^aUAnD=NxsWfhhhD|MgX1%HtpW`Ik?ib~Vb$$^n$2><(
z7$wJ4#z4t1l>j4fO{_fDzM7G+Xt?lm;xKm(Y?jH?xz_?$Z&@m8WcZL+9vs=3A>kn8
zlhGGcG-fpFE;#RCl_&Qt&Ejie_C}3<bz61A!P<yZ_3O_}SIqua%VW7C8+uor5}W;B
zH~k;qPq~IY>Nt&C&G{*TUZJ>sylEC4+v2`#?R=z3ZngnqtM?KZ@~S`9?#Xifo;kEN
zPqsb#-sv?yaLfn{i=d#$4qk5+w#5ZPQ?&SqyKv^Jrsd+u$5*#2+G(Gwhj4ef&!Xpq
zAy{XW&E8<(5=P=aQoank%Qt7Acqg{?LxE-5b-8)Www~5>6&S;~O5#@kEtNgj=m=ws
zQU2A#&iM}_UAuO>#?kVch;R?fG;6+rY>gH9k{e%i8~by<(x9xZi0Ej&ECO>GILV*H
zRnYaR22&cJ++i+PGsZDhnA>yIB3Dp&agvynfO5->V0prP<|E(FGtN6in7BqKWk@$6
z=-*>#cbr2+d|#X@y+j~oI7VE|jB;&-)u+otSN{zgdC$S7IrTbi@RWG8QB3Y$rjLZ-
zGSdv<nnJ(Gc5}?{GkWU-|B5DXH(H&S&E@@_#M1Y;1%2NId~3XQRwN?*v&!GsTi5FA
zth6;xnUAYaF<>#^r@db^n%YXQcfYgIerS+zK$!FD>jxhf$1>JX+!%3h*Y0a#^A@3w
z%}XDdwaMIe_ci8Y*aYX+P6@OGN^rqB)Ab>ELPs=HJ?|r}oyHUC6}~(T;26e2R;YTh
z?NfU>BNKyRaMZq32ePdh9krC&H_cfKdWdja2pzqUd|4k%NjT_QJ{kVPC03#SLUG^K
zra=sbpfyeGwogApvdeSfiP&hRE)`KeCaxbau*O4Ypoevnpi?)pfs?2u+sgcvvub8J
zyi2{kujyM_ZnST(fOer((#KKKvl&hdVU~)=W6$1F^XdUQk;2ckWQzzIS7r9tg&Ew&
z?D(-rs3rN+g(N;iiN;0VrKFJRT*TX@Yo_vg{cIAq&-cd8T(^gUzwD+$OGu4bo_S}O
z{i0pNp?F;z^-^ql;UP`!LMMznf4dzFFSdpSVmsM2a5M+J!((@!r!;mB*uZqRT;qqu
z^^8PZa#~$B7>DW9zD#E`dNH-Sxx^JJlKLEc+Zt%Pa*-e~YcGVo5)#4I91u2X-7F|1
zIy*4UyvgBA(IN7!Ba-h#d{C%Oa_-t(-wY-r)9fbunzm!r`b6ay-<FsDN;f@T_*OXX
z$1Tw|3YA{pX{w-8;>apr{>Jy9@kT~wotJ$^qmL&=jy2sc`Br+-6M;g@`7mNS8o`B<
zFTD-I4v8cqQ-(d~9qS4WpSHbZB$<tt=i1#Om{xxKV1L)gvgWRHqin|9H<empy3=+o
zUs9Yn4h@;wBsfpr{d+1N`|j|-N!qr+Jo#Lc$c?g+%n0jE@r9wx3-6{lQzH825$2PM
zft%Gq+`}vzvbFlv?0Uqpw<8Dxjlce;zJoDw0_IjO3iqCo9QxPwSQ0EEaMomnKl4`3
zj`XN<r7n9UT~ptX(n$Px46cHxS|gQOaY7#Jy;Iabt3_QaaJAXLsrMnI8qd31P<FH`
z_9QN13hrH%xApkiu$O>8ws+~OD2=Inc^JWbO6`;jhxUEdL$_TD+BYeUKkg3-X89VM
zfV<%z9+K~IWi(dh%|8^r${Bex+bx1S^309klDOzqp~|I)zm;iHzWUjF=8OAM{a=?Q
zb>|h5>NBO>>{D9a<sFT~edw+h#ABL+JSnXO#|dSVoS6DwSBt@Zv{3Rd9$sg$QT%l#
z9O=*<=Uw*zfgvjmSL4OlFB0$KHi@4@p!bp{?LXml;rXCI7n<SEcG8KD({A}`oSJ$y
zZ%ldt>Rb<ud(o&e3#b*TtyH67SK_vZTd0u?t%oM@dFzIMGMDOMK++?SsV|~;)+k=7
zsXy%MgC_;t{@E2o>r_Xmc57I|Zc&18C(awsYF9bv(;Zupmaq1aAHWss=^yPCsc4B=
zQwlfh*UXaY-S{H>5s}P8KWKlcb$vPr$wg(xp^4nn(_r@ZekWi{*D{y8ka=f;k|DsH
zZ{T7#-CjHFl|YD*_?3&KReKe$_e_z`w`qw9S)jl}+2aIm*TB2+W%(Lq7c52D-<oI0
z$D7FtiKBu|*w<OWm3sCj$<7e3t^-D1IrL!ng7z_8`Dd{>-yrh27sawSUwY`@!`^#p
zPb6IeE+^UMj0^)E)yh<7w=#NyLUKg7H~LzZoNF~6Vs@dcig<{(JJySC;%MK<nbWwW
zFXiMuc>z0UIH=(*1|O(LS7YvVpU5^v(2U64q(unH#2%=-IyF=G67Glp2yTqf5@aE1
zj<1(Bn8J2x_ZhcNirwGIK5LcS0K8^VbjK$P8fR76=et94(b5m9;(KdV{Ry6j`i~zq
zI`n48Z0G3*$>`Q0TSQ}pBX+PkZWGT_gtE@NY%TeQQ1DZiX{@@vQc)1CBR-+;is4I|
zfWM%_AL=&UVjHbLa}rc)8g`|-FXSi_JMK@ckVi_L5Lo?Xr4`m_^hjMy(O2gSfo!xE
z^G1Toqq+%~X1Q0%;Krb5KgiYI)!8hGHeE}a+&_-D&XYpj$*0}RhVvpi)h;=*&&KmJ
z->=YAiEJ20`wrpV=y;KJGAx8m`7)y3>+A9(i;CFGfvtcu{?CG+NA`@m-9}%1=9ZOS
z8yRN`Y+k8v<_ml|S-M%Zn5l7bzoq}{Ixu%ktM|nNd-y&NPdGh_@|Qb&V^5Ov{m3~U
zPWUtWh*Zx~qLbmPrPp-@KeMGGwP5G}zPOYN&Eq(e+IKP&hyNNqHinSIv$g7B6_7%q
z!r`VPTVS;2OiDz()xhg5$v9rDWg)!{ztL1+ZGJGw+;-jVtF1ah+8<`IRzOHeSkZe+
z5Z&Dx>$`t4vA2{Ux{C*$j<o}Zo?!$oeH<>&e*9g+VfKB~qzARW)}a>PnHZ$zMz-r+
zyZvKZ5B3-E88TTrE9yy(SnyXO^ty}O?wxiQGygIjW3d-sS(}#ccR*j9N^}#h-Dv!s
z?nj-uXKzPrbCTZgb)O(>&LwlCfvcrV_$zEcSV+^MauaL)-r5Q^0e7Pdfd>7qPINl+
z$cWo(Mac<<=BP%;iDaA)%jFkQXO3Td7tS=i$7d}J;{>{LW)JYMF%H6C^JNDfgcMwD
zzp8j5wMtVy|Fv{j;3AIEY5L)`&~E2%42KViT`nI5Z+43na7u@Sq;@Vyn2)~MsC(*A
zMfI(oJKueSeP%Wn#M9isCn-`u-?(Jr-2G9?O!9~O5&}8jbWM3Nr5ohwI-2gy^gMX0
zqHz5CSvC7u?oPhZo51QY6Cn=^ywB_V1KcN)nbvE*o!`d+KjL}$SZu8aCWx#ckJ5*s
zFp&i0ZSrEF(q8a|DbfrVW|@T$BKzH`qVk!??VI^3VN6N8`!CR=RLX?cF;(7yKWp`7
zKy)&A3eO}uEFH<Sm4Ivvc)CFW3}I2e19T0Fm*kz!h|ncL`%i2-jA%0cpgaGooo=q6
zLV<#CCXvHgny7nGGET!;ylXKc`0pRP%bT`c)wOMUztR9d_WCA<GELexPrM632niO)
zduQZIS54u&`dkWaOl1aSMOf|)?I`@mk;<QkKw%lKqq1D60}QQB2`!2ggXkWTVC~Ys
z00!O(j#80ED^v+C{M_IsTunpYuJ%E47Dytk139zo(4NdM{Go?zR7}c*L<R*)#PIjR
z1TvAUu$W_I#Nv48p!_e40D}<I2VtMP{`?lJoHS9y{p0qdk8Uw&PgwAsBMWezcQ0Un
z;KyK7^R7@($8#k_@*=OPR8^(6<Nf?5`RpebEDsx9XK>Il!`Ii!HP|2+aPhuLC~Mxp
zeX9L;2Pj||kME24gUb)pyj7KA!dz&VC+tklAF>eVqYiVjyE3Chm=D4{wHHfPU2dB1
zf}8R<#6vCO!n-`l<_$tw(l1Ok0Wg0`rV+Wq3hij>V_0sH_>hyyh~z`~>wWyF-i6y(
zD!KUSgFJrbS}M{Hq083YA9+j`TUaH-rzk$his?;jQI)Vfu!T0(l)&&Y3B^pR{C@_5
zz_^e_TbEOtt*)Y*E<4BPr?bBfND`kMm@<gdkYV_p&3uHT31K1_t9}$qmCnP+ryO}n
zId2$Am&}?aW>ujIDnXv6hzO2ykw!auj9)BA-;Ktujb()2&XYUj1A9=!a3fKJDZSP>
z9ueo$8K;q)c<j<DZ$$!`6!_ymR+=gXqwq3szZPMJ2+SqqU2l`rKE`BKwskpfH}~QQ
zkRwtI<*<A&s?xdst%+gQ0Q$R6<S==fV@yRWBuo(vy>XULI7FUl2-_b2o4IsEy*n(I
zyke{daMef%+Y@^)#k<_zi_2rX-VK9Fi@#6i@qyFdgi}U_(#N$TtulIL1$i&mLh0w`
zEl{Flr3ZKJSR@qa{QaL%6*AJD-zOW{NOj<cI4FR;|EPaGuFd3CH+>??T#`bbk1&G|
z5&fP-DS8~4=$|OdSIH?bEZKC&iV@nf|9*rP(K>$Jvzp=BXAQFqikaNlQ{;+xZwK6_
zf+sH~Y{jo4&EXi^0NkX>-fi{Yi<-J35H7+ZJKCB^*jWtP2Fnfc-Jl!Hlv;|hs9UVO
zSlRe@c<r+y-lZ5%V`m_ud_sek17De!g<s{Wa#YB_dRFs)zxNBgJoS7b<i^<~hjzDZ
zY)fQ?I+Z-bIzYS%UK6TTqHyXm=f-O}4R+?hk66W75-7Yr5~LOQ=l#dRK{00QyY$qU
zf#)`io{F-UPk9LYJ@0EP6Z|I!=#IkveFI@ijr4>JL<5PW+pfzr$1)F~oc_=Dg6}sS
zM*t*0i{Jaus*<8!;UXh>i(DFKq_%P7v#^JeGBpP;9J*C2os1N<ul~OBYb<oa2!Vwk
z31Ic)q|q{B5Ye4}m=ZOV`YG6-c_%NS3{n~AULi`_&@7BJI`zr~+=}BLn48(-Nt^P>
zQRI3Nxy%Exe~Yiif>H1j+yVF&XP;{kTuHe+qsw|uQJkQ-960+itm5t$SzC_W=Pzqh
z3?8Sg`!PIy^7q9lz-*KtBC6)+Em){@AYqU@K2ah`aK)^t1lCXdUsKHffMND{axZH1
z&GQaZ8a_fI-qC%*tAof~rmF$g?sn3DkB6haGX%NQS<)q5zM_~(?7mdCuy4JhhcAiV
zVed!n$;MtcXW%2_I#5tO?z;Mvupo7B*@RN}g8YxAq6p=H@kKTvNR@!UV?eet1@*}x
zqIgvztHoU+uX0!5Q3e8q3ocqX!D^PS(huV*vhSE@(p}wai*p$L#qFCQ_nxOd`L7Wk
zlA>=Nn}x(HOHs|72A-|^1zu)v7xkW6H4ON)tt+itA9S_&CGzyPep0-BWi4e%e{OZf
zt@L2#zY~LkS|zP1MM^|qM+p$p&!VDmiBsuGi<$X#&o`Lmb)Tr8F1<;=DUY-?@0^UN
zw%973j`Pp;AiOa}p`-WTG3Zkay2Q6_V#)R!y<ZcB@U6(o--@@;ovGl~K5Lx(Io?wt
ztQbfpZ(_f8H4x*na+TmKL)6VX^($jb^nE_@-z8~A(l3^mIkWLY`y`!B*!zw**wnH;
z*{KJ{ksaIBtZXsbbG7f89FkttV~T-Y2alp)Vw~}bT{@MlNqP9BaIw)(EUrs(6c{Rg
zYn4e-Q<2bHfAEoNxEKkZni5AkIYx1C6#0x#|E2JQ4>x;k4wk${u45!zxX_+B5!s{|
zq~^?)J$%hZ7qS&|uz!c;+EV5uOW_%_lkD0*qo)AWbpmYMGQK~%7>kZkpx?8cc&E2(
zlAO3dRcF=KK85A2%XL=bSz+V3()+iHg9&g{;hpqEA(pXMYJ5w==jq+QsrGvreU`5*
z8lD7hz0J&2DgvL|`i-G=5s$F1MqD;-<!Z{YGTv<i>0mg!Crk#Tzp}`9QRzvnuND<X
zHC<7(JxOlsgJLm(7lD0P(ZLg$ZDh@2|Ia6x+7kljQd6dZ`R5hY&@j}VhZqjBjM(dK
zb8A)}T=6nEr95X@Mzd{jo6Jta+1`5Kc}-&3tdpMD&Aj4?$*J&@#jQ=HyR>gSFJnx8
zBTHH?&$#+1&l#?z+q=!#BR$*pH&5x#%^TQO(u*!u{P*G}H6yEMJsXw+DlV2i-aKh|
zLO0PJFv?6ARaJkmzhpnc>`GS}(aN0<c4^>h>GwVW{}`RHulV9G#^0I7-{6v$n8)1V
zic21Ob~0gicdkNTx?jTg*(nC5&#sjDY2X%jenQ}>WPdJLrT=+dbYLpZK?`hlkg0%<
zzZ)z#w70L5udcUZU-Gi&gNzLfUHeE%>Z@aei9Eh`PQeGcL0KBJWhs^fSES9LNp|!+
z3yj__M2&gqDy8;Z!8u72{Bhj1VnErIm<8SQ%WauFi8YZCl@b4+Ze!qblV!pN&(kBB
zv&2=xcCITE$#`*+|Gf@615X!ph!#`Il>R&3tkP)6T|ki3WXW`v6+K-}8fy>38v{e?
zL;x4ehJaFsjcXERoVW}_inJncC}v#5N9pO80)<#7YGRhhe(HbYm!iGVDJh$~T~i!4
z57?{gB~Jc!X8<U+6-qKulXN%sBC$pcj7GMYBn-SVEoS9^KJp3>lTENw6wta+1~eHC
z!EM4HBWq_pGm<jF{qjE3fI<@kuPFFG>j)yQ05Ir=a5eJ(S-1-<;fXlF%i>n<f`Oza
zfRer=4nu@1Td|Ha?gCIBheLTA);f#Ssme6qP;F{{{hTPX0KmkaM0-k7XNmcGhAv^M
zw@NFzsW78H0?mnEVhYn*f10xY9{d`x;UYfl{&@W_hVsgwk*+~}-YgJK)&br}r3Ku*
zokb&4gs4Oisl5>a@0ejB&~KgdJaEb?g_I~tnPm<@6&zWd0U4RIS3Z|m?~%iYdjTZL
z>i<hW5EyPK5Z~&gjZXfhC7*7<%HMed)sT;t-vRI~oz`!+4VdnX$UV40<Pve%9Ei)4
z)Q(HeUjUNyF(L}Ui<`tE+7ywak#80o*Yh&!pPmSdC-vX{zm~`VEK$0Z?a^OLL||N#
zK`Z+N;SrO<^0Pc2J_V5bQNV9EDPSn8oqKw%Zl~IcZPEGZobdc71#+VovQ4Lef2$EM
zc~&4sFzwQF6Azi_kXd^B-+n-0HX6zo6u2M7v;BRrMKs#ROY2uYdBqHJWRk#}063o~
z8xtNt1kUpMSAOQKiR}37FBHN>si6mT5h%5zz@v**>0V})Di?Wua*{j!)1>=jz;3Z%
zl|%y2>zn><$K5{!y~Ej^fQegp&~4cbFp?)P3h0T!C~docv${$O82i?ZxTNQ*!bUhZ
zhEq%ee7?J55=rS~y5v@kYpbgFTWpH_pVL9VsO9l5FKjKK-vxPm{*K?87?*+f*?K<9
z<qlwpm4^EP5ZXJS6Je(lExNY?zId<9`@xM!5+2%G2BLc|&AaV*&>_mY^9>M7aE~5u
z-GY=ys_Ij?$T0qwcDB+$o`IlkqU2walnYRv95O_U*V9O-!@=F?k7URo<CL`}fL0az
zb^Ix(Q}gL6<;D<LKBMpMw`fWe9BZZ?yVmoq?mX=Jd!E4wSAb4<PD+Uq>7S>e2xZWE
z@CxX%0g`7umVekexd&iXI&>2fIShe*g<@{**du(xh_UmZ=SR!nSI0A4>Vy490ZdYI
z8!)ZIp7PIZ-Txar(IL}m1uV`*XP8NJG}GTrCXQ?cWk+W7QHfKXB|{BfAQ;f+0o2IY
zEj*AfwpRDE6{{`WkKbX85~i8=5-Pd{(AI$_e>Mbc25YAw8*~Hj&jQKtevs(==Q-8L
z!BNWJ^xw4oyF8|;aC(<ea?A0Ay=Z)w-5m0!Uhwn63qjRDHs?l_aJ?QmwAUCMS=0Ow
zWqbr5tUI&h(fEBwa$Xjqij3R&>=GUC@%}9~95n~R&!m`Vz4m_xu{8%S{%avbgDfZ9
z4`9#Eae%~rj8P?Yue>IEN%d$Bx$Q_VbcU9V`*cX))cFY!42hBHZo)=w7W|e-+RVLW
zj`RHc_ih~~{M+PJD&RldF0kAK|DHLDKo~86!nyae=7WO`6d9J{Za``;EO;kCPNW*7
z-f>rQ8dJnz|0>BP+v8P@@WrBXA?&j%cNqw8{Nouy^L}n3MwH)A3UYA%Y)8<p@qLGX
zS^x-&`=Bm~TaUS4@!zt=5keQI;8pH|B~b?&FW%Dt3Tt$ovQlf9VD%T~(Ec%!z#8W@
z7aax0q-qloXu#zo%xB*M&U9rI=wa$7MA;YLq?)wT>i+jpd6?j%#`g1$GXMSyk1q^j
zXt)CaYJ<@7!HAR;XGJH``a5p_LRB*8zeu`dUl_gUxJ?h%j$|&l{}T+|J|7ttdB?m!
zcpm7SaQS}(9*ayK$u{g-KMK2-_5Z6DOR%Sdt)KG#9e9O53PNK52B)qkcL`v%I|R58
zPLKu9<Z?eHAApoS6YZ)kenXkX<&JZDc918#o>R9Y^7xP64OZ?nUIZ)y_I&m+!+VEY
z|2|2S5#)3HilTCVO(E|(q~tNvCrguQ2pG2OX(N7*gPAg=0-N(yfy7U>44=mc`=axP
z@u|F&v#?QLpL}oEtrSB(V9mCjyNew8?8HW-htB_gy<S1O)2ucUB=+F+fC^d-2FQ@5
z!5s3lH(U`%OMqJ>%wPuhDd3TS4(=;2i4x6dQMb}L8V$Wy2bpUmOh`+lh8~E>6}Dk2
zBb@&o5z}etBew;lN4Wp|>SGv$Rc^rD2e9NH#5S3DFoVeLc5Cq^$}#*A9jS)Mj>3S8
z`=`6Y`fZ=@D&JZRx|LbF1<p5STI5(V=>vT;Hr`RWf6g`)kg{nszN=0!{`r?YDiqKb
z>*$jmPe@~0@*v^vEnrw8^(lP!GX06);qFyLP^8?KP+KK>uX-X&<a`%|d#~<e&Ja$d
zU>l~kFK?^vc(?XH|5ONl=D1Mt8c5@z9*Pvw8BhuGpnLtA7))IIZrOH`>ZzUYw6qj6
z>;Mdc<JxAtwVf(FmuXS!gEX8Yx)nHAyeN4!(a^DEAd2!KK^Z@v{rRLZiPSdXpPvLy
zFdRIDrXwW}`S+8gufga8v}Bl#!9aZ7VC3lo88YY+dkv^g4KZ}@uZDcu!}-Qn4b-q#
zPd8XuZpa}M4}rP>Yi4O^2kEH5gke?2dymrp3=uql3VOh^lh@jR<Daw?LciQp=1sUC
zc=_C9J!26F^jaGJ8+fYQoXx)$FFrooPsM<iwN3RaBLNJZsWDLzpKlLPF;xmAMxaL1
z)2hr;d{}_hf5B7s^*ngSmQYT==3l!Ek7?BmJR1w<Xxu0&CSr3-2=kVk1NE~!8NrE%
z+Tbks?ZM*lkU?IIc=7#SU^BEJrdI>ylDx_>(n00_6R8=)KqyUodXp{o?+4wHT>wNO
zXWy^_2F4*sWQpAJJD%}waP_2lj6lB<3l7Q?yo!B9>@gl{iXrImJ4ihBl$nre-UmZM
z`S}vtwzdFqkY&d10tmC2vqSD5{{KQf0^dALCS&x+Oc59zG7A6z%*liY9NN>`6b}$f
z>!|jDpZNJoGU7hbtQ8d$?XEi+j0m&A7u;9c@whoaxUSz{PSUK0odQ~hPJyr!2#+cn
zdWtJ0g*5+pp<CbuGoO=}^!&-8VsBvp%>WM>vN_O>vjxb&yJdbW>_*ppfQKM75Ps?8
zA&$$r=qx^$bXOz|dJO1dW-}yv1JYH){o)dkgoNuLFM|JTAA&9B;Q^mPfdA0y4{!&8
zA;I9hlB`Geq!(hyJhaa8Ff4Mu{Cz5EAfKf!1ILFPe~6;~DIV%4qILbQupvX2S{H;^
zt_FO!TV&7MLk_@!W^f~&l_{?J7n8<8bSWpedGo(2^E-XeL#kt3O>lWS%<N#xTB?B_
z4-B}JYW)Q=pa0;JUAO`(Rgg{(Q=~>g2uSDpVDdGf^L9IIEE&*Zn(2w|dAuA;{v43P
zmi2c#V();Us&sZ#@W(fya1<8+t`=-XB2yXw&?EtKdOVs>4_gI-F%fQ2%|AI|^-5^@
z?2|1+?}*4b^cV0nAySnL*!PcMEbI|@&4}TjHxh-sQPz%;<{$q=A&F7)fZYh3WlRHa
zKrqNZnlPE)Cd~<t{p^d$z{3Weon)amu22+)SpOh}1sjtlW@KQMtV{G9B(Z8&2N0v>
zgnIq%U$=?CNQwbQ+vi{Vln?rs)^Chx29fz{;|Wm!8E!odG?MW8+9878PrO3V55xug
z^&lw6NY-?auywtkRL}6cC30g(nI(LT^z3bUl5#zWyz!@FMZf;}>9b()`^~KdYQRZ@
zd<QVpDid%h!3F@3q&rBt-btM%NwM~}uK_A#SKTxM<82TcTilF&mHJs1cfdW82!H6_
z>``3y_dFe+F=|Gg`^%S~tCFof0bvETr?3D5PX;hCAfH99q34QBY__ZDBBP$i*6sUe
z0EbYYYtDI0_wOquFrxMCchFsa>T7ojILOdwwFhjqFsglU!wV4MbYS3dg*UFNJKfE`
z*s><>^lAuF+L0p=Ve$v4S39rhW8nFCR^iJUdI`#%>$oxS0gkHJnfWj^`7X*HBPgRu
zl`4t;?^MdZ21+*sVzRl!|9w0WYX0J<*E+V;FH|wT9N8QwdThZ3<Lr$LPJri@JYk!U
zpiqDT<-g!+K+yE!n63r+Up3fDPjO8a=)6#Zc3*;+kxY(cW@)+fOVwLQqq0Bo52_Q|
zp)+pAtrPzz)Pr6{LfBe%V6!S2q^e>IB&cj-IBRZ?CuE;Au3bO8>^Fqt<D&PXfEVTm
zI&n=7P8Hu=2i`$3-!|&jOB>%f0_c&a@Na;r3X&ucq_w^3D?w&BLQhmX<0vL#l=ge$
zHOn8@pe72wl;z_3=INhLtx{M3V?hVeKZRrh&KOX<G$>$js{X84)f84rj=_j(1?-HU
z?t{ENx%0nQg<@V{SMGwi>E^MjK=332SjzopXbxB!dhOqF*@h?8-p#&l!7r58$y{-_
zDk_eqHHLgQPaI_NJ+*m!f5H*gGqj}FU_~dsBxs7Pkfc<$`*Z>kC<#YUu!e92?~`N5
zDJ=k1J2j72%?zJT07~UeimDKJd(+>Dj~B-?*2=exfvnz7_m!!U08bev+1rcmRzP)(
zt_52s>c7PAA+*GtP7g=^wC#U{wgRDtWKdDkq;QCXtauEh9jRJXxRuTqM-w|Q!s75y
z6-o;bZL=OQ3dwxpKw$l{?JWt|4kpW~p5PnkVWJF>D#AOEMSi3wcBz+@$`CU`DSrbs
z-Lm^T;#5(tzs{gT9yAPjK7Vccv%VqHXfyV}KR$pG&xYa4iIz(b(etgUEDrJQ>akI%
z8*0o5sade#Pk;-pOAp2|Wlb{)0kJ_cVGgkCSac2<UpqpStNgcdqHLb5f2x{6T=cV_
z)Q%t9qB^x)nnC(VG&fU0PO~wTD{N#I*wPN}0mw}7GXxIkJo(-J->d-D2NJRG%gv7@
z(!j2b1pzG+@dN^i!%v|~`k8_pK*{4K-8oR$Q2W0HE7y0#^RUg*2FD(8_h3Y-4lGs6
z38+TJh|hs!^QG3r-?k#KPJ6fs;P{2<fUpax#)OWMG7*NT$y2{p37jv@EDOBY^#2A#
zWc=PF3Y~hM+O+)j$ZD8SnX@Rc$pE%3RT=y`jdLsd&nXJ09!L?!@NW5rS(>-sNyEGc
zZ~~yRS_g73>J+v&Dz&<&i?zm@Z57bOA|}ORd7S1N-9Z}FZSw9<QuT%&p`qtoL$n77
zpRO5^!bWfCZt%Hed3?1sWLArp&p581XyUr*fB0ED-ZA!-#@~~16MC7S$(tzXW#BMq
z^Yfu|eaVp!PVqnrh@NDL$71^dQHC+E=7XESl7Rdo@f8q`*E{)NRm`rT3lbRV@YWu{
z-#9GwY8tpn`8x0StCL2Sn?B2lQ<T$x9yWL#0}5s`$ecw#;1U~bF{?3y<(b0t-@Dca
z=V1`V5(--bMH^L!hBF439UGG+U<e19VW>2yBzO|E{-jA1*f5^b%W$DahMPbGD~9BR
za>QG)9w;V_0ftUfFh^(jcPO`b9+nVh_r9VVIbjPOS$;y0`~@T?%(Y=reh2(e+i5_K
ze*7vo@Xy*2N(Z^LfrMT=A*w)h$sJR7^-nk@zUL7DWI&SjmA`?O4!deIkdw-Tx^6fu
z_i+COkxPIZlhge(-D>?vkLFV`A8=mRGx5zu&Nu)+ixCCMvyxbT2YPoevvVB4*HF=;
zeUIDz1Q9@u+=c|MmwsaX^AdG`vgwVXSUTs@;3QHqN~i!l9KWy0sjZ)TV~-|2^oUT2
zCNbgTUmyq^Rj354dt4749js8RK7G(dJJ9mvFxx4(Y1<n__azq)N*PNk``Ik^4A}rw
zQx_(Abvn}E&i(4e{OPb)+!J11F7P^`(n>JrS7g9;A}fKs(zG4@4Hu##uvnjOk=bc}
zm4W^jU>xpHB6~*t^#BJ&gZ|*nJ=->3EZ&+5f2B^8;;YJM*v8{VjGRt#mK9Ibsdz6L
zPqF$G9+I+ZHYnE_+$@X6w;>1BOid!`zBn?B{A$YhN#Q&3$_?YW03f=vz9FHz&Nsl3
z^b*V+k^9*PSd^_Vbgwl17KxuZ%K4O=bXKu~ai78hAo(=;o(Di}E2#gV{C1Wtzxom3
z+lxi1ZN#?jt4j4p@|Qm8PCXTqO4Kk`%?x4(O_8Da&tE^4%0D7zoqsHnb64L{FXx#7
z7~zaU2_SOi)t`+-P0_ce#tMelRNQ}U^!BFT67_tl<bGm&F32J(#%?`}PvYKo$)|Ae
zj^$=t5ixHt>K9q*^%vWYsmZQh7hL0g_3nzk+cWpH*-xyy6|Kiph}EC?O~#$>@k18-
zq?(!GcsGr?kqV<ry0sT4V}UOj*T%PFczuofk4|0AragJjmW78spciq6()7}W(LONl
zAT*WU1IM6$`>SaKbB&6H81s}`^*~~uVA2Lfs*VJ12n^1`T&rdiWv@qQUlFhI@taG}
z6$MEr+S|--w7g8dUy*G(4KGk8_#6GKA<9^9PfhtQlUA3l(-7AeQ7?K=Jy6!>i}7YI
z%%{4EZJwRU4<7c_GImLeOz4GW1J3%--DM!XxNBV^n*U^;H9zzDF;ImllAC6Mg~y>e
z5RP)5%m)V6L#bSDwH0DEu~OYv(f3Pfi8%&hnaZ~Mz6fhibL#CEV>S`y&xu*jEyT2Q
zy&wro$|NObe~%=U=~x?U<hvmp*Q7g6*4|(BJKsnY;Z`SB6IU}%-ew#PmyZtRbpb$K
zPHi<3Y0<y4Jq#4++HyF6#_?XQ%iZ&kLK2-U+YXyzW!o9#>QbR!rmmz$gR<DP-ECq;
z-c^o#UaVX1{70@PwqqobJH+YsV@?R$vIEdp&BP|K_sZ!0mAaYJV*mVQl<MW$`M$$`
z%+jfThW}oRqnPr;;b+_8CDS9#e!q=tZ;os(c$^Y5nGaf1up=^l$JgD<f6-`ePh>%=
zeasF=@j?@`)FvKMuV92}kOv?opUJ1I2oP^5Pbro##jCwvR~tYLvnaEUvMsV5uOvBO
zq4u)3fApH~YB!HmUs_9(Fqy0Ulv`xIGGTtQBxUKSvBhV~hK<FBKud@uq)b>^4n_A8
zLZNTGiJ(ny-cK%bcS{>4#V`Wtq8G?hNeLs6zag!=Mu(Ue^_kdMn=<bA=G`zjBFhsh
z8J{^!^G<Ux`*q-|-3^~&9+mu5y1cE#0Z+tgOV2+fPN?j3^_7_kmdgc-0kijO_VOUz
z7IM}ZJ_nxnRPWB=Krxu-II^M}fT$L?F&yM*Ej}~Mlh5!v_K~wr=561uC04)NIT>7&
zA((N@1W(G7$6HfiqN@q{X#0FM*EDH=BXeE)wHlvxt;JrcO8+Tg2GP7sdeZ8QOo86e
zmwu-Z7X=NbN~6n>Z|`kmPia_#@%`@O%Dx@}`O_Bv>wXRRuh(4JYE?k9*z4RfJ<464
z8RcUtkc3W2#7Gz-->>p6RX?IL{XvN<iBez&O7faluY4rAIij<|A5^9v`LVG05jbk}
z{U{kF1XTj{X%Tx!JS5EsfF2|7WCkWSS`a@%(T<|Ro<YhKvtVvO>jcEt+yPzJyVF;Q
zcpQ$e&5(=atH7^htC6E3z|b<|flKp*TC(hLn<sosXdtvTK}uu1Z}?fi4sx@ao};gi
zxS{dP-p9+c&3vehVB@q%1;yw=d9)m)@|A0UZQ9O~)Dp^*mC3|tA!A#f%~>NYK^QRG
ziL@gKDU`~EJA{T)QG)c%f#U3AT%W>wyctXHLm^fGLs|JjV)S<JZ@#+h><LGgAh!+p
z-N<8l!kKp->DsYli^AKn%~u;<5>~znG#XQQ6HCKH=v21MgQqZ2=F!}QP!Wb+T+Spb
zCeeh$+o}P(bRK-eD1=Uj_yGBxH!1w^zP=!O^x#nDuuQHAsSRR}7*wDJE=;7A35A1d
zKSWA5wau)80mP`f(CjknOhOm~tFo9PHCfW#4bAa<z>({TujqYqY}dF!h)0$Xd1xzt
zR;~<{?xBUDsj21CUFSUpvb6Ue<r3V6kTgME2(n|@oD@vSZujlc-xM<<l-WzD7w(dT
z@ea(Zx=ClA=fSr_@pFxS-lFl{s^HotU&0{s4QK6|RZa7F2BLZl5>14Xs5{pKk5IQ~
zKMcRdVo<M{*x|av1Dl}Nv)!IX(ax&!!<!$P*isa()`0Y7gd1*)qvUh=C+|7GgCT{%
zTaKwZVMVM&!T2A|F>Z$NFi*<IRRkBKPboLAMsbo9CotTDCH5}2sNuiHr9<JsL#4Tl
zV7wq{r)FY$mirT-{LJfa)<>YMA#NOaafDO&z?{RKJ}uZ?rSaVRYW#Yxrhe0dR4&+$
zO?qMm!gcI}fW++t;jrJ6phpq&5vYc+ApLWK5fp+L%BpgQ6_Z#Zw9kM0P%WE^SS6Oy
zw9}}4k*{myW^zxpTuVIG{YxL{hkshbPSbyx@c6yH@$JHgTHospuSKs}-Ag;>nMlRc
zPJ9uz_UV1hojX78U{e-SF)lji8b{#r-+?9Mm?AqnPXXHakYZGDl9K7uCmA%pv~Zm?
zYhoL7dpG=jFbj*N#(1xd6u@JUmapdkoi1j5*aLVXSBRQy<qw|`-&ab?7?Cbvp8>7u
zncy}A1dHrH1AfD(@jjE5(2PAli_fC}bEE)sRNH6Y?6-zUGUl8srgu_JpaJ@g275)Z
z9}U9=z_-*u;{Txs=%>oZ*uMR(tyFHW+*UqGTCrurn!DHWmBrFjxxahKR5KpOmi8dZ
zZnlQG6qWM_;3O@9k@_ImkAu6Pr|kAl%vD8ehsR2*xmrSGtVxHYr+pHUoNv5KM0ceX
z$@#HKr`h~#9Yw|{pfj6*{L@ySP9S2ysZfv$LPL=-ID(>&%NElhvO0MSJ8s!d_YGDo
zT5%*I5~8DsulUMjCHL}TWS!<^IBqbJ$dka(S+i=}cM(BopuZOr12^lH&*<aY!5$6o
zZTNgnIp>?UD#nWwDS1*<T<Ypu{M))MSTgwxl2|86Y<^%?kC1lYQgbkk;ICo8Jk_L{
z$;`ms(DK=*xJomv%*sy)EBN&vhNblfGN{u+IlM;}VQXKdOoFFSantR&H(Rv@=xCD=
zyAhc?vc+Ef&M!;A^`M`)P3kfUXU@7q2LH6cBT@&Z3eml}m=(5ESWK8{%1ZM6Se1xJ
zd{BOIM=q$328P@yRVG)ktW=Vg2m~6I`xMU=kyz<wGwU2=vRXpT3&D8Nk+^)<Zbi-j
z!Ij}9sEv`Z_57&|i@b-QKKzpuWAZOZyaVd?Ks;^r!x4@J-pF|nmq$VIvBA0>j&;!S
zl>egX1{2-$f=-?^nP|>0;^FCHUP_{{9ByVe-p>Op{=9@tR-f<w8^5Bh-g32dud(>d
zs%emE{)$Lejy{5w_l$a#laP?PpK&@YlaW=i%nnI#)c1@VLz&3f{j-83ju{feEHd}H
zpmh!CTOI<Tot8-D>E7<aU(I&Oeuspn3J4^9d_s)-s2VPi96m<^9~)Q7CwQhQaB?d*
zOAJ({V?co<0~8KBr%%|6bH#QV-KIgECmweDh5O;R7WU-VVlW%(goKOF@c}OafaHsB
ze=F^W&tRU$*aRwy<4ES9cF>oaA|GC8cXXWmbSsQwP<KfGqjV7?vl%Zhqg7z8TE8XU
z)1UKYcmE~QTJZ!pUSw61aSA1V6?kvn!Vj$uEfOMAk8rZF>?5lBSQ*F_XcXURiB7}m
zZLcxx0X}gn3%L}yFw$Ru`iPi$sMDcls{4NInVpqs^?d$ap__1Ne0m0;%9%o%cr_{A
zrhz0<?1ZF#=1w)R*^V@$EXlUNt><UIf>dNaz91{|M6d!?*!+BD_2Os6J@=G=BwsEO
zq(|-!6xV&^pQ4Qc8rA8*7!cjzyTY<`bL8218AXIgDsMjrFa|vK^R8ZG<^#mHFZnB?
z`$$JoPx7%2N?#QJt#I)PP=-$>$-4K$_{c`IQsRPc8o?DZaTaedAgANx$@-aJOOd!x
za2u}wU<i69z~qonX-0&SC#FNnLlQj8gnhCiw<(*v@`<1xH2sI*^u;i8V|``H3Jkai
zGzPrg1gdH^Ao@O`qr#N)#03za-hoj9Yu3|^LPu#TYG<&kntz5~7y3mR+fQB`YqDW*
zP#_b%SJSNXAeEgNe6^UyMba{5s6~8nZdzXYi3Xinbn?BGU-C>vmw}-qj(J7!-UGE@
z<tPRt)Ogjut}qG|-<(QtdHZJ(cLJIh!bt*zH)Pr27>RWRgbXamVU~5fp3ni%hABz*
zC&|v}I{+2Sh3sf}8)t~lcyfZW>|*#8bPUx9FqG*Qk5ZhZn4amchX~8H+W>(JKvzgQ
z=nV8DQsblnmGb(g$yI&vucqZ&+$z{K&OyYClPB7sm$ncOm$vr@BUew?n@GaKS|Ep-
zKLJ#JY(a)}wG?%~xl0~X8^JwMH(}SU!!e3T&6S4nxkN?b*Vv>@CUCX<-oGE0Lu>M{
zwBCWY+DYF=c8x63@RDsgOHyupvbpzZXVDA&3QxYeGLrEtd5rK@ljx8B0Qw*{3ohFO
zFe7j1{0tOJM?0C)<CP#t_PPw3u2CawjO%q#3_qr*4pS^Wjx!p_El?Pi-vh5s0vq^Q
z#^X(niuB%v5Qz3VG(0<~D%_Ga)rXs^?m(ytQ10s)@uQ1HI)U12%q-%jpzb_j(fw4H
zHW&<#M>sNs{`XN?;C30t(QRf%!ZsWnY`Cn5Ce;InFaCd;PJh#@jN!uxpqjn=B1|$<
zQ<hCult?SETbz&p5oPmm_|1VFVFbU)o6GBX=sKh=hwr%GEyYXCNyUNw+Q=;jt%0PJ
zC9@{XStWR^Bu3;}w&%3%Iv7ECR$(glHXeT{^I&BZ9e2T@FuIJt`W1f&W`xX~poO$v
zcDYeDx@mkOn%x>dz+aFlYf3^GBz``BbuoVk3I3?3?>aOAsh3pY>zKJ@?ZzB<Y<k8%
z@1(eQV8I9$XF|D$W?+Iu)1{Zk_uqgQoFh`WG*$T5Rxou*iR8eQWkVXGLXpegfuO3<
zFRxaHEreQar0{!hlW75ZNSIoM1s75bIo%Luiv)5%#j`)^#DfXo?pEwDW;hDml#vIm
z>-vDnWu@k8Te-QjueJ3Ko%j6J#@Qk5kat&SWmo%gw6aSHas-LhBL&So$#(XH(h4b<
z;cw$5r*9?C?}iKI241cOdTKj-qmAAp!h0_q+(FCn__{MmNHlLc1pv7uYf`0h(4*)x
zLY9uhb&dZv4iFeagwm=9K+?;L^BNgYol%d*!m>mz1q13%g|m1afXv<*X`D&}Fq-eV
zRgXi^h7p$sQdj&pf$S>|cQ2&EW0<8Z*!Vc4sFW0A>={~-57hl01G>eVMT1v6R~J%x
zCpSsUtR@|EXG1==hEKNq9%%Wv-M$`R_w*?P4-L%u{W0+GBVWAc0jWL@VuUcNf0cV`
z45C+<oN%P<__K=5SbkyqX7fCBoNG)k{|}0CT@j7NwLq-uQ!hnunBrgx{f9_fqCtl5
z-b8_fP(R(ijmSm#5zNEi7nUl_UtulV0!pWRNS(_|C4+a5X8f|vT^<|{07KGiInzBm
z%$LfF6IrE5;gG#aVSU$)vRrfDI`G)~r|orHIi2T9VV^Qp4c(m>c<f<35&NK%#$E#M
zXeiwadOA`7+sazp!n}_Ub?J#6C~M$*9Pw2t(5)vu8gI3Ylm8oKgVR9a0NXu|E%^m$
zw`YM-i3YPQQzaT@-ggSSLj(XZqos4%2BDq(nq-hu-+{y`sITb4qWC>g<s}s8q}kB=
z#kR!cMxtGfT>aLppd)?La+=Y?dKo{BMTARtxf|jC0p%6s-u`HA|7A5O$nmQSyxSBM
zVpR|tob7H)^iI)0F-2+l^m32xs$y?j|BVcCWsrZw{YDl=-pvOWnRxFZ!RcGO{T*Oz
z>@M`Y1>hCPlkPt#Y6holCI3_qxjXJJzrZ^x7L9HQ=|AT|9>mMHQ2D&1yd77Ln~kY8
z`|32i!HtFH^<Wt8_m+#9mRsZXjO8{}0Hf12ub|yK1jV<>c=xZ3J_pfPZ$I+t&GTq9
z*s$A(oe_G+(fwY))}Z;0AL%z!nBvUE-s4Ry2^yQ{F6aH?={4la`=CcG$G?w8y&>*@
zV|n8CBu8Fs>K$RAH9SV%yo<?lWKHrkGLWM2;3q}IZnNzp7p&S5$#d_FHsoe*1Y?|V
z4$p55e=`?K^Az6B)3t1=r9GDgS^rFjt8YVIiqt@lIpVxsXx>)}W9fP~8)40?=cC#&
z>Z^n5Zvk$xJL}w+i`>8O;Qy%7e~I1gBiux3`NMP21DY~JL!rxWKoZn6r-|a-r|pAS
z?WqB)H&=NQZyaPgP!(D&?GXAc#j?F{CKtAPyUe?bohBdHK;35x|Eu%)69rnHRcac`
zREJqGFJ|<Qa|3EI^|_SCf!2)G{Nx8OjdyQ;r6^3P99j`bl|;!~qMir9aTI>t80=~S
zGIHzPnFGO=^q}F<jNAns!V0URJ0;NKI~Z7uO*C3(q^Zc%s8JPIX^=iVCakr`_{!HH
z<52aXEiSvKF3)xH3@8#!9e=BnG%eEL+(df>eNNMDaMOc^9n_~zBhN#T57FpXzqfe8
zS^Ld3Zlcx6Mu>;#qZRDg{LVGHU($NDca|!R=d2|*4S-%pL%nAW%LwKJNEv7#caDa=
zS)H-^;nkt$)i_`K2P@*rmxZk#96|5?<<y9cLC@lO!NF?ZM=L><M}q5)Q=wnW0%vCC
zzE*13)bQYMJ#BVM8n>m~Tk)_o6)NhTq`6aVpEGmTt0bxI;_lsG<8{jH9U-4lP}@{j
zc!y*y?V;sBCU><Bi;~1(myjB@9kZY~75X@N<gb@dm$f!_^612rIK1X`e^9aiwC;tK
z)*D-20HO1$9;E)5G6R=&VlVJ|>^pvvwl?>YQxU%?)o9JmQ}N=wI?8!sV)z*2k-Wo{
zWvNwe`AL!@#s~YH`O2>5smBtY6B+88FI57bX3H7HIIRQyc&D`dtsIF;g_4()kvjti
z9tT-zhxI9_fJ&1#wc~0>P<$_*LZHqXgODgrEplNBl}SG82VJMt*J`9Uml{C3V&vTZ
z_`0aO*lHyvA)VYO?0Y9lobKo1Z@+P;yWbnIuYa1wyQbwIcBWhQG<o7f^W$lY#}`kr
z6*Gk&95#6{w9qYyt>TZb$wWAAJ~pO(B<_?}BId-OqmgQx{rg2}t=P~b*Ub9i#&~jk
zyV&s_<cP|H$1D|At4R-;5u*=*O5-Dl(Vgb=g4wFhcK1Vz3a|TcC%tL0p+@&q|E03j
zeT0TP+GFg(%J;w|RC%43#Nko*2%vnSsj;SAhh)sKNyq^|+U{``I=VothCqMsLfUzn
zj@{M<TbPYNRD5aa`b1wxH!hO$Jy6fNSS0+hHMCl=Q>(jS-V#-QE}2Aj`#4Q+;ib>d
z!;8my<&#p;)Cp|N0uv7bzW-58zu*g`Hu-wcka&mI&xv(rwU0jY^3FU0z5S}eTC3uZ
zeBO&&zwjbBr^f2>)E~wIlZ7#<BQISgn&&MlcdONc9R+KjxI2s;x9gyqzSTUHU^F=c
z_o6R<zm1txaJ+Mvo1{T?w}QTdUY-8IP@>8J6Rnb?j0ce16G91F=8ST6wsY+i&A(aq
z@&q&Wlk=|%0f)pMoeV6p9}g~gByE+ru8vHuK5%~`r@UeIc7``a#ro7O7U=>vRL_n$
z{=~!_5#+p6Yr2;rI_9+aNll`<1{6Vacwh6`DJRmJY92@_yGHtzoA2cr71Yz6tks)^
z=6O^Zl6C*82Dk5QOf2G^>JB|Ba$fvahucBLIP~S<=)4)y=z7HL^CPAx@8T1mLs$Ky
zZ-?&ZXe6Q1CJ5=FWr-c1_~L-{Ty2wm8XacAL@u3^-F^Fza|OpR?@LI;)4WAxjCAJh
zM-&C$Mn1EZK8X`hd~?gd>WV{mnhf%8^-4{X7*UOMU;R9M^|5rqPHfFMu)DmXsHmkN
zFl<A@^Hgh!StrXb_sz`QqIb*qojyAR$}76RQf0n=ns0+D1b>nZXiRiGS217_uZxp?
z{Y*|EOb{*JF8g%Qnv9ifV{kG^PW`#o(Hwc5O{XXRIkn=2KZ0#neI^9-`g!*pv2PY_
z$m;su^PshoGs=d5N@Uy7JE==_jB$RM?OxHW$ui+U%U#p~%&IP*O|`%BmGT2ZbUPZ0
zSU&SEBVx^EGUEq%^OPF4t9+eR+#klZONW8b>omq9k6dgDa@&0;&)citTB~PC1X)ra
zpV;f@*av@J)WKNgq@_QzsL96{IGmkyy5jS=Y)Jo^K?)}J{n%$4uZlMUs_va^*L=Fi
z!sy^C!B)sTm6^k(WvnxCPKultZ(+;aU+S2n{YqgwIU-PS{@rgIO7@DmBhn~WHMiTH
ztxvb_zPYf7N2@v7eW`Y>5;Q}ebsg}yv?c}@(ly+aW4<7y$0!ejQAW=u6q&LKMA>Nj
zI|i--q^%e48_U<I>x_>Kyu>i*u736SyE;C3^^^6p4&`hq>CNDh<+@sVQ68*fzmIv6
z+g2UjNMe5b8B^>+w#jJivxvZ7*tMKCM3y+`GB8m+_`Re|HMNK344rk8!V6Q*%;+Ld
zK_$mbJmJ+|@iVQLSZ~)5TSdkA1r7_sz10K#M&cc{NzCseb#XW}Z4bo0opXfnJqpuI
z7@o9Up2C@=!lh=S@LQRT4>)8zNw9q)8lZ9iTxn8s(I9PbvF25j#p$%@Rt09n1RKUR
z->n~J9qh;a-+4W-q~>r`r3w$_@^2(wHx_3Xyj?y-db~~_RNms=j>96%8$Lv7&*DNO
zb}v&Z<CCqH<p%C6f3+u%-O9`iV@hss^+3{SYS6qE%TrZZWLkQwE>63ZjP@v^Ugpt>
zSKx^kKl7W(zV^gHNN9c-=x``R8=r8Ff4BuM9(uAd-tAIl+?>cf&*S;wm!h+vS@Dh|
z{!=hD(3t#ob~e%Sb3Uf9vOz)<Ybx*I=5T}Pm%!;UC;!byj*QH;Cpr;Hg*3O491lE$
z!)|Z%1AN$huhbBSv?8>cM*e=y1>b9$)37ae{}px<7hnGuwYHZDYt{bMCe;SjS%B=X
z^JSZQr?`WC8kd=ByyG6Ow`hLWY6j1j4HU_<`tI7W>kMaVaQd(*2CWI>I~N4|MAhfR
z6#2W)cxhw8Ugw?G+WGFEAKPW@S)}O{Gz1!neJNE_?>4-!e*|8Ia&tpEX-WMROHVMS
zZsYUH-tH##gLd*q>icXSRAnotoyTARzi>eycwByMgd+3IvzH;_mwx(X<eq5U_43)F
zNy+X4L%Ejl5()bkyk4(OUQ3kWLP>k$j+wEv>HE0ZDaTFpPBS<YPnqf9@NcaA`!A9t
z6GhN0Jch02<a4*JheP~_;f4bhKO$0v%<Xt&8|pj1J-5DPn(}I&r<rkFLUY!TBamz4
z_IY6gUH(0~%bu<I44v2UyqCa>3ZzjcAtUPfNLi8v)5nME{Q&OW#w)n(ToQnbiDPsI
zSt`5?^t|fRLXxAm+%7$L-uXG^dySlqvz)0mU)w6W-=nTQzv(^bw6PDmuDo&WrF0H>
z{*v>&9xp{ZQ=78X*IiFpE~G5XyFWZmr@sk+dY4ALwMI<ieT*Ba2%G32kH=iAqHxmE
zJgXn8;#+9bxrJ5)0)|^OpB<^?$qe*6R*o^`GG`?-UwV*qxoq8>&V79ZL4_Pv%qH-U
zG{&F5Z{xDRZ7vnmC=!=W)Ryb}@G(V$)w1P4Z*2Q38szTR&$U{KiVh^_qKXM0fDZ8u
zZbmi@U36X-J7qjV*HRgYF{&Qf593(u0jxE5y~%PsRyntp${ns3%{beis2RpSrCCvg
z(fW!pd#p~R$DHKo*SLN^kG@%hGGZNfDEGI`k{N(MkYdsM(#DLv0{0->{Phs3IsHw<
zg-#$?{I>wIoF4^NL7WqBkn^mQ(mf8U2H1-`IOhb0F+(lztn&Q0*OhG^f;N!@G&iWf
zeXy_malWykWT^B1+B)xWw*Pnk8>u~lS~U|IwMEs89fX=iQPiF_iW;$Jt(c+qsH)wf
zR8duGt37JfUNvhJwa?q<^F8PHyRLKcU#@qq_w`QlTK9cFpO3qf<UC{YjYvW!KUQzQ
zF`{3>So+ZUeNBiF=>x%C*Rb4I<RD{F@Sp1&wbMjS_t$Jo{K%~qKFUc!>#wSvwIvTh
zbNA0n=&Am~F!%Pn9onC5v!0F-ls?`4OF*DwJ_eu)S>MX}Mfh?a#Wc2_uP|YP&zO$S
zv?Jwdqn9n%QavOCNIjiZi$&uvviv!+(;|Us>kRRVs^Yc_>wYCc<1pOJu=vZFb+BPX
zjTas8DdeMT4P}<4C+@gXvshM%pA_}_kHzp_760`~A(7A@<E^JfJzX%Zq`2}J?Rahd
zK;T&Z``Au9Y1wpN#<^g_u`WB(wBF^QYuB!}auR+ktZ}IJOTP45L_?Xd;qce0JTL#-
zVG?AH8E=Y1XycB@2<Gv>2W8*iEiCKvR+#M>C)%2hb!o=e`_TP)*4sAx^+{WH7>l{W
z=*7%O=~Zu=a5WWun_X2#r^R}I^nTucIls{D>#be02~AqY6w%E1hRx|$3|z`Hx{V!}
zub!*x?TwN{D?X#^J)}08DnD;i{Qg!;@&va3!_o}9|0I`k24lp?o0!I*@5dIdN;^$*
zJX|bnm)~C-5jbxbJE|mF_jg>FP~0Up6W}?h-S3M{?~F2|DeFy7vmjHIZe`_vo#xx}
zz@HvuT<<!C*DxRHZbiuIcl^grxxLoOt-=OrPMWHc8x2>+@MZ|Q<?>Ja<aK&txSb*W
zhik>Arr)lfqz^5!giF^ou5XCYm)FG2?FROF`v{y-^s$C-3J<cpey{GPDdGG`Olp-h
zzD{U!)eqo3?=F)%8PZ6O=fFIK4x;zTX2QM1FXxA4uSC%&*@`n!(Ijg=`|q?X8P37~
z%w@MYsy-RIwJ-Yt7N4aLI$3MJ6%YyST5Dz{=v+U4<-{yNl6L$jH27VePvnp9A3fYO
zz>y5EMOATJ?H!&Izi<b8Ps)`+DIk%*whK7c?%c7ta~BI+tfUn9J7}HMQ~s_1-M)`=
z?(sQ>q1uKm2N4oK`FPAfE3e8kETExLF0!*`C1e281mWh8qxdlR`00hwKVmoN@J5FE
zlO9!Gp=g|F<pxW0?Ona9cdbC7&X+ZGo8%xan$M<}Fby2PO}dmQ&vAVyPr!nAE=d)c
zNJQq9{#PY<#bzOuCQ_p+GG#S4k%LMTFd<grU${P!6|cn5hDqOXgw0a1CpXZCDRtv3
zfP2WgIf4b(BTTWAdByUebdhvQJVud@1qxyKS66Uk%5am~*+RmZymSJtaqh`IS4H<w
z4JE?KPnOH#FGD8oMX*zF(@;3K;6#EF4?qOJ<&X8KA~l*L%IZMb4F;x66MvZYL$4N#
zH^j(7V)3a6azV`oFey;CV(&}c{Fad8aM74E4XIgfA#@MdVa{_BW30N!HzUJZXLJs+
zLYQz>y=C(GeP$@K!EzDGtR~WvcZ(@ED^L=TCiZ6f5G{e#pQn6VqS#>w3z%N_S!?v`
z?|`4tMjgq6uq19xjQ+fQF>;^UEwIN0J>GJvnf`X*SN?+X%<iVxi>+zagD9bUOI5p9
zIn$;0jB`a9Jv<$a8zB^1z4N6MFC+&%9-wnCPOYS-#p$v*L|7_2PLmYCI-d;xM)-3g
zXD#QbNVDNCtpxCpeV%1Mx^GY+%^CAB@+DVZE(!=8MD?J<Omq7!>us^WZJknc`xHS0
zqlG*a5wm}91TY;k%yRn`@VfAowXdqb&m=<19XL*}H9e!(-@5iF7O#g`ujH;a80M;c
z-YGl3<rWpJ4C>Zdqo<Ng<sSGx3iGT{ZLVHO6r6leDy6Yzp7IIdYGFpJxjm=|Y+VhB
zKA1Lzs7N&JZ-Jm!u+x+-)C$WH*3A`!O+Jz^zc7%b!DUu|{Fky`wXF9sFRg6?PMJf=
z_LGmi?VEOaTMHg?NJdXwlkuQ!D>e^LTx2@&O`5tKn({ED_Z^i@&z=3H#3Tn7m2ZUy
z{%mD$Kpam@Oc|5x@f=%0V`R`9E5dt)ND_P=!l-?#HxNC~26|B*r?&&&t-^NeYpr@8
ztb%QpPsLs0n#;u|q-lQBV$|;lSTJ$o@wAnk>&-@bfQeOdtbmXj^AMq=&q(_S+2u^@
z-C6Awq+Ko&3UdZ(dmY?A<p0)@!w_$?+Y!&nq+FVq^faOQGIrE~w+2dz#aaUa^@Qgz
znhDIs1a9bM;|Ui1bySfxmT*t8Fols;ZJVfomA3V<*(@tv9bu_diGTW^bhf(jIdT4}
ze2xqeqkX=PkQj13N1YR7T)3V5mvG-FM-<M9n<uL?b@C<U=kc+b?ubTyioY=DvHVa~
zSMr}vr=5CT9+AI)?3z1fGEO^gGA8eYr=8(E>iW8jzx6iWYf~l_mfx#P4hQ5OX47}D
zKfH87C2#WyXy?`ZrAnHRS@M3NnG9tH{#LbceP>iQ8~S-AOgth}0Cs2T3CHt>pW`|H
z9OtiPzj20Z`21v6^y(J-&QqyzP^=-(AM1suFNC%IBU+v9J$_xZbE`-QBmUxn@ZS9;
z@u`(Yp6^MMcG%-~Z>cD`Yv)ImH=GZx+SepCiutO3!z)tV4|Ps*Qoq9AKT8fWox#rg
zY0vEJ&KKsC-7x^B#L-CIWI;a^EOcdW5U9DUM<~g{l>i%TL+>d3!JWlS^r9_%qx^r_
z*>ezKelsQvt01$iv0iynLY<u2*O=P}GVR?e2He&r-G3XIo%RJ7TbCXC>-LP9cR#Y;
zX1uV#$09(TgH%rP{bGtaDY6(wVg&wC_>~<X)i`vk;8#b>_Pd>NDqtIL{|-LPLTF)h
zdOhIpU8xVwSJ&UjFyZP7mJsN&Dqzt_6DEh^#;Fyf@@9*J-$lDfbfd=1;_cHHz9-p{
zcSH}h`|yPX-bk|xiNz0b<~1HmZE~K%DXawA8HzVE>(@n!VEQ@fQp2LDVNq?u(6f0O
zyh#_|8zd%js6<McTbBKJQ2mTOLnL48N0mwxe-#fj;+cj*hqI<z;Ail}^kxr6mp#-z
zU!58vFDjhW-b@?@l6*?TdvfTk|8}P^Q2C|wMJbPQvE7GMIYB|10))^cV6dx8-i%zz
zbz=>ug>ca?8R|QZ=(@xTzmN4OsEN7#S%31V8(-9#U7ZMKl*V>|YhuD=;}9x+EaXhv
z*Q3Y$d~c533OHY7>jVQe#8U=__F%pNT;nJkr*ZA(pO4kE6=S{#3sGd*pH?4;ifZ*8
zx}v>TgLWf#G`CN+wW=p<%7dN1#`UVN`EYrL%CpW-=6_@L+g=pa`?fZazdQP@d5qF2
z#`06_Eo!=Z>|xbtJ=)Ab(tXqQ9TVWpbbfRYCvy6-Cu`kWsN3(RuMiCl7c3Rw@fo~>
zH%~dC{}J-Xb#>@=@qwqr(^V_*OLZJ}cy-(K!+YymOkLmbelsz}CRR<_krTo^Pwc0k
zR^`i`n~#vsiH<0{0NQw$;&OrO2FXr5$ovk_4p!6|w;fS<R6iNO3ZlF0u1Px%J%9Bz
ztcfq|?|`p^-+}PzjO|><b*8o3%q{dbT7FW+-aBYCeqT2e;|#4VvU>k?nvM=$p#C$#
zu4V4U=Yvr%?=pNo@G!wgrZlmDT%W5lk<OSJmP-9qQzet3_`NF*bCtbrj)WJ<F&%QK
zM6ghl2g<D%ncqJc-S+gHcd(*Oi`KygmU&U;L$E0lz_+YAt(5&CW6UDS<DZcln~BgG
zXLwt05f*n5xTBdM0S*_o7I-~B{{(C2Y#?(i_D;$ZJ;t&Xu3PM_H3#e85T(elGM63I
zJHLEIl!>%Y*2<pYez(OYX)4vzRUO#_6`H^2Ac6SOq<9@6CrHGu)72g`fFa%xzeOYk
zO9zozm;r)Qm-^<}`|NIAF>Lr5?m|bQ2k#lLAtY{fmYc>h4)F0uX_6KZF#}wMr|JPd
zot_sK3INquN?Mo9(k&kx77YBw2AtMq3Mh1jX$)hek@MY^&TzYI?K7HFtNd&LW{*1(
z8Xd$6`MB)M$vG3@Qe_uP7Tw!IMoqE)0PgcE+-CgJ$Y#yA=JQH<&8dV&m8EtoPjjir
zdfKr~7Oi`>l(skH3Y`5;8jif{=H70TZKBOf#LGzq#}|6|_;9@BW>n~+$lc~G_l(b{
zbiET^j?3a-(_9OC#MI|da)$%`n(+@k&6}8uA9_LvO8jMarW4Dy?80>Q1GnGoEE%m2
z=FQtf@=aw<10U}jeX$F{Z=3i7M8<po%W^0Zsx)xFDhib)>WEuvc!t*;B7ci>NaG_s
zL#<x0d1#&YMP!T9*_fvHop$dZ4`)W-XY<((oj`SdxR~_#2z43)*7&P0wYtM|UUzO*
z!}MqZ*L5F4WUbL=?_jlNfO7G&MqU@`$QoC7(p3D!w6)o1rtBn4@lL^P(WT2oP?m4a
zvk4(q`1m4p{^_Q?n;V;`CSo7yjp_ay=AHX6C@J9I#Vv9lae7&AS3LAE0|--}9>jg{
z()C`-bQ#qY_w+saNf{|(e~^^f??AsG{~Ti0?VPOj$!6j-2pN1!pGXm<&%Ce1cF}eJ
z5w%<To7X!=kl;_o1X2|g;l2wM!psXDWSxnBW5HNQWFh1*{es#(HAdTP`3*GvGK-PN
z*>-YD+T*M>lkNWVEj}5nar=86*(d}RsjVmNpo4AA+wKVW{3qDT5jw*2DykFL6ZNR`
z8lFBi5bHd22qIq)LD)aZ#y#Q=>W)FQmsK&A9L)}kN0f<4F@k7(yrLY&B-yz=sD))C
zJ^JTjDN7jilnOOpo`G1S4qJ})<3G3NYG(JqkC;DxHMv_!^Xl}{Dht=##2|vUjKB@?
zzDKu^i%9*^OoY!sN!QMRRZuol>69HW!HExqsW5V>(cRO7Y%nZQkW9gFiq%@~1Ih15
zaFo0P`9Yw@K~dbYU-U`bm<@_8|0THWXodE-#K6v)aS6{uQ>Ly{owS*cV)|&&)0Yht
zs$#j68?>B)_4J+)18?s2gm9?iqmri|pDFfE>;=_{>#z2dodX2RInYZK(Macjs2qab
zC}9luQ88-rZ~%UHSRiE!S$w$UKX9KZK3=Mw00u9Kd_&z58clQr>PeF)=%gLvhn=I0
zAQ4g4sX(BSFFEiRN{LdV@pTY9@Gq+)+|M~0Io3;!3qYw^D8C$Xfn)@-rH&Ep>{1So
z@6><TNH0&Ti?|iRkeBpwD$i@Rc;}zJ*!2t%Vv|e2O&$9KSie@$U0#2_>;s|lk4P`j
z#;UfPErqTp3pTKGBi&LGXhYgW4*e?s$3SPG%)PxDwcq?ONO@j8O2W`&rc_{`wO*$4
zGR&W~*Pxm0Tr%Qm?^vOWXunt$Cgni1R4Ql9+;eaiRIK?s_kxjYh*JA0D9P~Wa^v4C
z@nTh(>|#J_(dmLhFLmU=xjgXCUYTSDD7!pv0P@H4;1(iY<%xX;TiQz3(_<+P1P^1W
z5QnjDm}f%uVqtg~tS6!sk+6?o*ysWy&fzJ~>bQS$aIwa;>9Wl&ipNL(L@dyLCkWs5
zB;)vI%QPsBTFmDRrD6%>KWS-g0c;dItocqj;9|WZ<)`(F<{bMm%cAguCZTku)^7ZH
zyBppnWnoTk^ud9;=sgFEswtQff3AdB{b0}lTt6P_DrCtvU<-XNO+n@)_v^D0&SJV{
z1>Kt?amuRH7heYo<!71hQ&4nA`t1qqA^N1O*nW?qTDt?2ZikJn^f#n1af|>?fQoB7
zHrBfRlnL@<nA@h$`rKH(8}_UfZByaH_CvnW+i6Qqq9ZRWz{fDI<wPmNx#NfTqCbvR
zOP%l5-0@PAyJJqZ89>`q^fDDHm>len3-Ji_F&AAL%Q+rfg&TBL(7fo9Et1r=ne;aA
z_<;NF6E_SpO`_$6|Jf)Ev;Rt68lF0_<dprOYLLLDLq_zQqVRwwROFPdY&sd{Y%&VK
zCl#juFx5q17&XbCGlW}F&r$C14JL%q+$Ud{TAs=c@NsgX-lJ1DW_(Sf$q>pFgo#lR
z8h4maW4i3z2d@u5)_t7)W^bPEF3GyCi7Tk;_a`NR!S||HwcescPE!hzW{Sotb3TGj
z^gxwW9K<0AWJnC@r!4m73qM?@tM=B@|5{pLb{?{wQAn0T3-_G9P7OUl1G;v!v`8xQ
zq%+zI2P?w(gi(1zc`WtdZ>;NBxBkhQW4KD}K86bPbQ`v#g#8`d2gGkhxJyUJ4=T|b
zxW+djTrQMjrb^XUrLs3$YX%wQjMRyR-wj|2f#;S^`F-Azy4utAzSi8)%hhrc`zO3}
z3i(;x4zVcKHn`IC%pY~zon1kf^+qkzPKz_k4o3>XTqU3KuG2eL@;{;ll8s4UlN38-
zIz5~G5EvSa$RCgA?IEK?h`S!-Np+d~&&3~!5c_>yLojivT*6ar=O-RY?~&H9anM~f
zpQf`49;HNh354<&oylOS4^3f5yVr5-E*a0mrJgO{F*b3Wg1$=lzIDdEhL`OsiV4V-
zGn?8#Pxp5eU_2duy8CeB;4nz3BIWhQFBzn?2@uvQ`8$?oeKkM``2Ig3;IQku=8Md+
zn}kQNaqg$8N)oQ)_1B}H*G*_T_u%;POpFHUBJQLr`u;OinJc=i9B%x%&1jVdT~%h%
zYQenwT>(Xq2mGb491<JWJv(c~rDNch{fFPn-O0rz$2joFTx0+di3G9TQYSxxEMBc8
z)z2p)G|@t;yBTOW{LZF4Pf2HAl9`+|jx@~3cxP|<g|htn=a|mhl=Yy4kai2%98vrg
z_7Qfc^!n!&%=;)+bKwvJ8zSX_*V*bqj3%|D>H-o8hZ^Gp(v*jMwpQ&Y^6bJ@;y{T$
zHo#{yq8_7tqMqHh5_v-6&>o;pGC<5fC&r-M)(3BbW$C@Pi}Tjq{eGI#^H{_mPw7o6
zVUt*rSeRosyq5so%^uN|j+8r_a;%(ZgC>T+$XSurn&E4wouby7S5MRB_Sm2}zl&`B
z-agxgXfm{?D*gi(_4ctfmUhjU{yHIB<8VJroM>r?vnpGtc3drJoeVW|i|7}-CR&y(
z@BrY7PLbsKWv?<9sB+gAkBMu}Vtz+@cbqf4ZCOZf>{^gyV<#)eBvO$DmS8;#`|`iz
zw=xxygT72X;B!$m#wk^7nSq3PHA~EiIaBNqo^MS<rbE4)Rk5P+egHm`xspVq*#f2A
z^maL9i1Yi;bBUu&0HjE2T-!Eg1LNVl5+Sz%{KZ_|UksaYjhpFv@#OL5d@QZ0krI%U
z$u1~P0P*@k9!j=7yoJ*<#w!<B1p7|&v<BR^l6%$?0Eyc#(mba|B2TBX>gav8L>-C>
zveonL+n__D%3s^fWnh(V{^{JS1r>j~U~y7?#)I`~jKe1~iC2jS3p-SyQGxDH6lmS-
zz21I#zo#LWFE_UO`u&$*>)xF!+@1Ed96sW%$+GiCKqx8uP<JWu+27qaU-FyNJ-A(K
z{vO*$9%_4EH+u05a?HC3ua!MB?u#$;Gbkp1a~bltgcQh3HvW^D#IBd}u#rMBpL{5=
z>aH0Q9J23veE0_`<--k8#j@rmlvC~BylapC7-QnB7NagPSrBT*b2pY)EG8}E&0gMz
z>cqbKq{C7(f321NpWy+0xB4(h=dZbGA7@3aY?^fr!Y@QTmGkJ^WzHUV%GetJjKCKk
zWHzm3U)CTW>9Pf+*2_#{GovzMLJr&Umno{>{g~wQzIm%%>l;*}Wlz&(^I|{xHTwsh
z2A(!y0y7)6=KG}<B&H%4R82DuE)I8q1dVR9Iji%nL(bmsmW(?{)7jRn2d`Zy2tp=Y
z;te`W9ZiNeW<7#B6&4KRYgvjOeB=J;83orxW7>Zvp`|YQPlYMqU5KlljsU~(o*vb&
z!=Ni|N<$MN4K}mHh12~g4XOTb{%wHE9HK4xju7;#HnHAnuY=@UAvwl@c|$xs+~7fq
zej=Pbf6)@pDR=ORIy4cH-&$;;_=F3O8eZ|jYhS+Wt#q+QF0p&KT@lR|Y)B|;`Ul32
z&up;f<!$ImX(M5nIKe?mYU^!Yn_1A~G<IU*A~gfFgYLFQMf1*Q*HD}BenvSVA)Ca$
z!&F6ZWCdABo5%|v8?xSOMrL@utz568*VyX=blaI0P&8L+03BBC&JUi8T+%J&&epnp
z3FPpce~#L6*F+EVL@CnMvWr`3v)H&MXSPvu(e<u-#p<4($zR#Epg#93(F8osc+Rl$
zWnI#B6NmI+Ex9^-iN_o8udPHt&nq-~ueqBjBp8I#?l!BicrPVL)TRVV(UTzaZZ~WD
z<Ck;|qt6X>?{|6*H(rWkwisk<eu1$UK(<q3cmAQ2zS!EP-ONbgMb4&N@$!QH2|^<G
zRCKWCZ_`gNFQB%C{$usIg8$Lg{2$gYV_`+;iJY!<8Md1H0||BSRZR<|?S7h4g!$%r
zo$$_o-3$`6aeO4^*OPXTx}|n1yDpLu=Jr%Vq_uQ+7RzQWmRyeVfD(lka*mYQI+oZJ
zHO3fw^%jfkFvZ^`T}DAT8Yqmqm&CHk0-P!3+bt;bH<AUY%-`ZZmO@%6PQU%`)Oq#d
zj#Ocrb`CEgaI{B0ez3CYaTL@@MYL4KvLT`ItBNGLP=E$rlcie{gTW)<%Vxif8iSQ@
zkR8LMF}_S`G?8DLN%ijahxt~fZ8bt5IK&}pkP#A8s0kp6P;B%#`SiL%Jvm)GVw#DX
z1J$1Ctd@s}utlCUB+Su*BQf4ZaQ2;;@JA(BO%4KI+Z!36Ts+QNDf>ru_V2j3Ohif%
zz99A$$UoAqMwm|exkCBND+2x+84QQZlb=sh07Jw*JkcICq%Mm(>`C69rBgxcuC^tR
z>fuFLk=KGb5*ywXHK<r3#xljx!ZUYw8@gdN#J?+#Ex51)%pu8TL~k%Songc<oz(#f
z<%Wu|ds(V)3vaZZIUg7Jy0^6(XvmmTFpnm!u^K<Q36*>Ik(WRVG(?7PoL}sHVXKsw
z=}#YSeuy9`4Yp~{faEDscP{O*2TVQ<`0t7)wwe~9=AeKNxb7cXYy3bW=O24GDQ2hI
zpFbSAa8WM2dp~C}sl2Z?T1upaih)%x0nqz-lbAb}?GANt5>O8pn$5Zy9!kY^W)!(+
zsV_q_;+Cw7ZYQfEIdh$p!%8(^HE%MV7Jss&rk5tD2AW7`-KeVb;dtVQ9O-AxQhN7k
z{k*|;jvX5}Mh<w;a$nH`l7krQAkavoZ+u%rocV#pEjF%&zS}BX;${J@q)!(H<Tbv0
zbuB@VUwv?G;O2k~;o$0~9;kjT-QXlRO^mb^<eegUA?!IzAc6VKO>go%#4p=gxMihf
zd!Qjr1cA!vFWV0gO7&kLlIu<Hr#^{s+=R=xAujgXW~CNeTxGh%7K|;HZdurG?#@vy
zjZcqZN5vDL7sX?5cq=dzS(Fx{a5*HSBTSX_&2(o5(m?ogpbXL5yw(~H)-(ICEj)Y?
zEVBmLz+RJ+S8}rIhjG&aE05sd(phm_n*oL<jh0vuEEv_`MmZ)ABTz3ev=^B%-*|jT
zq0!P-mLa<@nsglAT@XPB>AHMZegWu!0X4E*i(V~u%J2m)$C>0PRE-E<=y4I7m<Q`9
zE^>oA<D`1hT9ZOLlaZH;tY1CVPp>%7j%v7866^4|ki~1VwX5{4)7hzaNK{+kx6-CY
zg<#5Wh($?89By+*m!515@g)1s87|*jcbao)U#W7beJ%q_HgMqCX1R4rsK;<wSR$5R
z10u=z5i(&Z3wwe98s5Z2(KYoJt{(jf%$dx6)x<uOk8oCzK%9L%e=_5QmxGlq7sJt#
zw|=wEvt@f%D}5=}LZ%VM1KTHrl_3))Z*8YJAgz?#uE+DqrN=P3#lF}YErjyBrb|A`
z<f=8N&bt(e2y+FCy4Nw1F19-UOC2ku{FENl3)~|_mnky8*6(u*{;S1JcL6aJXT<H5
zZWe<Jgx6K0Z)rmVB$5K2bAZ<5)`)uENGPZwJvc?3vH`E}$-0E3Rsu493XWQnALzjw
z6Y950qlrdA3q~yKz9|>C@I(V6GeD^&JE~p;5=(sJ_+OGu7D<;7l6u)(_G5x+z|FSA
zES;-8oaa7IZLJ5Yb-xL#3>|=vHC}=sI7arlh*5wIa1?%<n|IfqFTHE1+En}3#1`=e
zNbgmjYLdz{Ba96^57M*lf9Nf&Rh%olA4N1}e|&PL&%FBoh*1o9M1kzw3{<KLB0|wX
zsXoC9c}*(ct-ux=XnQ#MfJhk?E7$(o@z5UHLLxb$oJh20`s3)Bs!Pc%2=I}5e0+NU
zLLxK5pcD|!{))oMfhC9A_D#I~{R^S<c?KXh%>J0TQ7zR1!d~w_yPsO-9}?npiIAL?
zMriBTAR3A_jR8W+<tq%&S8zHxUM+cIxIfz(xaVyJWb#JtjyASn#oA#n+s$JC{04-W
z8z88m0%x*ti2N$!19+%}^}Z^pXnOSFT0buooACf>x;i;RPIK+@C-`P0<3fb4h=ja=
zm2YMgaM!FQIiDF6psl@^5{r>bY+22GlO0f2QZ#@?c-=)c0i^*LSo)p^c`XPENputv
zdR$Yr-zJwvNioj(;%xZ0iljrkY<*9Vk*@+oJLCq2u;A5DWr}CyGps~^_b_)2xd_mp
zw+E7M`b?jRA^NEWQBU&#0dd621MDRrMW5)Q;-o$iDt-j$pL}n9o4yNz5rzQRrg>t8
zGk+pQf;qBUBXw~A8el3(uMdlu;s`zkF<%K)M-$D#Pg`Nn(iI{Nkvvq!dB|xP6v%P>
zN~-;{Js<53EO0l|c32*V6_5YknOf&6vd(RY0WNko0)}kfs{@RbTu@T?LaS}&hwY2M
z^d6=ba^oew1cN6<Lc?36*w{om_26X9fTO;CH;94E3~+a6+P*sk{?YWic<GFCmg0y&
zi|#yP?sBK7d8-!s58zTs<i3q-x%9#$KWWdiX(^|#!Hmfh3xx4x$lKv9;v6mP*=HKa
z0`Peeit2+<Js_5nu!xdo`$*ds^nKDGCYp-+b~OtP*T@Zp=N?1sCvX&UoBI{Vqu9h2
z_qj)MMdbgPaQGm@3Kfm?Tf$Hi1qlT(^a70gK17C(ZUB|kop9?xoxu}_x8eaKkEkNC
z$I8V=Xm(z9FywY6&_6rD;y%s~Hoxdek|+Se+r>Hh1ZW(4DHj}n+xQ8(2>>?DK4qiv
z=M4Qc?a2E{BZ>xG82Z3yn+1(h>=Ru`V!8QJ$ME0~bKK<?qu9G&mMeG(V{tfXVu{Dh
zY6%T5tjyy@n2zXmIn#NA8Q7NfPg_I9EgP)7lfApe`9=;_w&whPdt&eFyqM$Xv_x{2
zPQf}x(YXSE1k)|!A0OTgF~^xIn9Ky|6|Qo|Ql}cdhu1#Y+3bTF!$K$yEvsXzJ^4bF
zVqQpJj@^Ey94+o-eE7nAn=0Qe7>PXKHp#HM#~iIB<4dH}M7~BPg?}I^eq8yKa)=A`
zD_F;fRLcyl*7Y#BP+=sENIs!ZPzU=(=1aKf6gzRd0<kr;Y@XiCzglbBV}y>IzuS0@
zFpM3b45@<{sv=k1d~iCOSvRZ4RQfRBq--T>qax*(r(Q4p1m`4<Lfni{-YYcq>D@_d
zJZ34$z9AaVpoNxBl>jFpy8C)kS^ti41AwBLe9orr{on9kj^G`+zBIXmB+IoZk-Af@
z!XU`IO<7Ag4_&ckYfMTtQIa$9ZBPGze|b7El8~ETs4lk=COL|n%4D8QcPN~|;fs$(
zgl@+ZeJEsym8q#;wy{ev99L*_4@d{Te)aN@0*{&<wW*A>q0=&p+Tg_y;Gs_CU{8Sq
zmlBdBs>S+_C4DG;&$BtU-^s1X0G5OtkL<^W?#4r_r1+Fe&?dt`KNK2J;bkQnrFHy~
zFGh%%Pi0e=)oSVQUK`~gPIw0mrwTh&7>cjBB$>*A-YV-^qQCxsrri}JSdT4v10b?2
zK$9ehs4RuF9OkDYaTHmrT$usm;qw&1d(|vRNU2DU`ybmc07UBtm?tb+K3LVeUS&|1
zEMgsB_YO3wy~-|eM#7w}%O=*rvaG{UmWV~*=nfv(SdZ$IZSLzqBe?{TLwqKjwfP`L
zHTBzHNDGq5IJzVWOAYZc?6|x4RB<!&<ej%n;BOy>yG1$O=Sp=+tc3#bNiM#cK4DE|
zMNL<Lo}{UV9RUcWA@UHMVTO@==w7e(gOwCwC$xgvX-S(rXYz;)by9_E+FI92t(~^3
z(J2YAh8hsD!v`2}4k)9W8%5%WJ4bfiWs(pFEeOU(2^~z9Xt&5~a9Ck=e~`od)q4~H
z#_fwkkO}fGz&R~T)E<Shzs0DihR=xmW;aSYGACS!dO!xIjWPr4R3=Gk<QLU4fwVsj
zjyEY>l5Tvc;_nbG)S3L9k1d+JwWuLEICcbSRV;WsQajreu`feUEx}o-BX3q^9-?yG
zg_98NK9*3zF~&sq5XIQXtxkaV$F1r7*Tk>og0CE_;vrrjDOo-~FeE4G>D@<M;_rdx
zMYy=N>Sdhf2LbSnxSr>QCQJd(t}0M`!i)nPG_w~$PBk|e+N0>_xt(=q%gjd30DfqQ
z9FGrEC8uso>(JaU)7^radLQHFJpRS#9=BjgyMkIXPMep&EK97gt`lz+$$;A=*V1$5
zx#V8)Gom4e`->!P3yGrgONo}Fgddso-f|3?fA9?rhr+jySGZ{o4WliLkLmHg^r&rA
zC<;SIOz!f|zyE-%^d&guWd#LCGrAX<cke+(PnlSl&mEM**tm`{m%<$-HKwk12|OC(
zP5rUYhJ28S!Xiy-MnfKe5mU=w-7PnhB*<5#agF?X1n`GwZ-oy9gTncg@gzos7GDRJ
z1gkOW0&UfJYa^%>Ns4FNKhItPot2xCgF%lwqY|S4Tp76$y@a5w=DGTcU);`xZ0ye)
z*WJy{AzDC9rGPxDwn^iw34Mm&TGuJt3VZV84uItKm*<#|kBCF8`hY_VtNDqyyoj{6
z1F0fu&K-};IU;d#K!w_<$PQ}()N7&bJKQWN33E<nJow{hP#a6u8MKwzoUL{=FFN81
z7@G<zrVrreW~h7ND|jPh)p55e;an-)jE|&V^d)vnlrnRA2sDt$w>6L`m@^P*7el}t
zujp0T-zZ4(_qHtvZwkcTr7E3&U8HcHT8YvvzMI5C1pD-W<QPJJtFv0;tAZ>wL0j7~
z6B3g9=}^v$>e1fmk^(A8fg$EsKh<a*n1LA&#ouWy3%k&F$i`wpo-<&o96YPmY!t@1
zGb1rh-(g&4+WQ!*y#0r5Nnu1eXD%_G@(ym{0Ye+j2CvoU(V&652RZt0_0Q8sSKHaw
zUy%5}sb<iA$`Eylz7tDUcq-a%c4ZbzkdrvEFA9JfobWMTq#+V2!I}}o5SsQxh1hGb
zmIN;COroB;z?LK@f!A<p;>bo~XMQ!nCJ|<1UJFwo2u4a4MD6EkCiKX{=i>vw);mza
zV0lmd@bC@?6$yow>V#G~RwH!mwNsduj8OM=SFf4G+cvws0f2_TUuZKTSSh|hf+i)V
zZg<f<ATYvX%vL!LO9O&O70};K_IH+U;X8(4;zztFfoZYniZZ#G_D?kPV23%|Y8GdM
zTH{&+Dl6)Te(hd`!&gFX{H|Tih`8e--8(x}gIed0G!I21cK+sl;;N4G)vjGH+^!@6
zWU(e;n7a{)cOxqL@5)XQ5Z*w4U`)8vW!Z)Iuyp#@Z#1Ab>Ux?pJF)vTC)=>0W92OM
zY3|OyA544GOE(!#77ba;kKGW!?~Z8>zRsy*9CW9scKkfs%s?2%Hly)KwkJ@*ra3Fc
zTWKY;ap%G(oBopdI?L(4@&L!g%JtOyX?m+;#OlwBAas_@C)L8BwP_bc3^&TkWlVq{
zyPe%7e%G@2I$I?G00eP_10WeHUq+r7@GmC37g6e+(eP6YF}H(eU`Ls!x@Gwz$*FAn
zt+#DEGi^uQ90Yc7dvd6V<k_#G?+z8)w=9yd4EhCEWUM!4xDu6MRs2{sh*Dbl<#3=9
z6J4EGud|VQqQmDXb$jIpL$INN6{KA)S9Mg|wY?U*rpJK@9jk&Qw&(pnzFG74RKa7!
z)YS;vzUy^T9t~8kc(FS5gVQ`3J^hv2=b_KDo?R4eTuI1h(KN2^@IdQFn|bgg=_qDc
zz7w~mQ?@t%9sDT2sX6+2q=qDf3}84gGTZ>A@*#NYeT+n}2wz+b5_(i8cQ5c+ZpV&4
zBye73=!nvvEE9Pgc8H7Gw%Ti52#uFvvu?j;0JjIE+-wLEL_-wv?8;2~nhvoFPYSYM
zCAc9tQTAq&1EV*b{uNFbZ_)>FYu$f*zrb!>yKfT;?<`MJmQ6aL)St;td$^(R{Aq^p
z4)Yd_99o{0;;~T<?f+DMyxL`jVF@suyZ$&sA)L5ey+c{b1`Lx<a^S(2k304L#}@hT
z`JVj-uJrFl3_KSIM2AXnA-cCk_kUdd?~j`QyaBzrxT>%Ii+jceZvX$?<Uel|<p3lN
nSndb^|GxA;_im|&>|NvTTQL5vO;NMP0bZ&~n#lJG=Ar)utJJ_|

literal 0
HcmV?d00001

diff --git a/scripts/release_processes/firecloud-develop.dot b/scripts/release_processes/firecloud-develop.dot
index 48a077a8c79..b502c23cdeb 100644
--- a/scripts/release_processes/firecloud-develop.dot
+++ b/scripts/release_processes/firecloud-develop.dot
@@ -4,20 +4,9 @@ digraph {
 
   release_cromwell [shape=oval label="Release new Cromwell version! Woohoo!"];
 
-  agora_branch [shape=oval label="Make agora PR with new Cromwell version"];
-  agora_PR [shape=oval label="Wait for PR to go green (jenkins must finish!)"];
-  agora_merge [shape=oval label="Merge agora PR"];
-
-  rawls_branch [shape=oval label="Make rawls PR with new Cromwell version"];
-  rawls_PR [shape=oval label="Wait for PR to go green (jenkins must finish!)"];
-  rawls_merge [shape=oval label="Merge rawls PR"];
-
   fcdev_branch [shape=oval label="Make firecloud-develop PR for new Cromwell version"];
-  fcdev_submodules [shape=oval label="Set rawls/agora submodule targets in firecloud-develop PR"];
   fcdev_test [shape=oval label="Retest firecloud-develop PR. Confirm Cromwell version in Jenkins console logs"];
-  fcdev_wait_for_agrawal [shape=oval label="Wait for post-merge agora/rawls builds to finish"];
   fcdev_update_dev [shape=oval label="Checkout 'dev' branch of firecloud-develop and 'git pull' the latest changes"];
-  fcdev_undo_submodules [shape=oval label="Rebase firecloud-develop PR and remove submodule changes"];
   fcdev_final_swatomation [shape=oval label="Retest firecloud-develop PR. Confirm Cromwell version in Jenkins console logs"];
   fcdev_merge [shape=oval label="Merge firecloud-develop PR"];
 
@@ -27,47 +16,26 @@ digraph {
   jenkins_set [shape=oval label="[Jenkins] Use dsl-seed to make our dsp-jenkins branch the default"];
   jenkins_reset [shape=oval label="[Jenkins] Use dsl-seed to make 'master' the default again"];
 
-  fiab_smoke [shape=oval label="FIAB smoke test"];
-  dev_smoke [shape=oval label="Dev (pre-merge) smoke test"];
   qa_perf [shape=oval label="QA performance testing"];
 
   # Edges
 
-  release_cromwell -> agora_branch
-  release_cromwell -> rawls_branch
   release_cromwell -> fcdev_branch
   release_cromwell -> dspjenkins_PR
 
-  agora_branch -> agora_PR
-  rawls_branch -> rawls_PR
-
-  fcdev_branch -> fcdev_submodules
-  agora_PR -> fcdev_submodules
-  rawls_PR -> fcdev_submodules
+  fcdev_branch -> fcdev_test
 
   dspjenkins_PR -> jenkins_set
 
   jenkins_set -> fcdev_test
-  fcdev_submodules -> fcdev_test
+
   fcdev_test -> jenkins_reset
 
-  fcdev_submodules -> fiab_smoke
   fcdev_test -> qa_perf
-  fiab_smoke -> qa_perf
-
-  qa_perf -> dev_smoke
-
-  dev_smoke -> agora_merge
-  dev_smoke -> rawls_merge
-  dev_smoke -> dspjenkins_merge
-
-  agora_merge -> fcdev_wait_for_agrawal
-  rawls_merge -> fcdev_wait_for_agrawal
 
-  fcdev_wait_for_agrawal -> fcdev_update_dev
-  fcdev_update_dev -> fcdev_undo_submodules
+  qa_perf -> dspjenkins_merge
 
-  dspjenkins_merge -> fcdev_final_swatomation
-  fcdev_undo_submodules -> fcdev_final_swatomation
+  dspjenkins_merge -> fcdev_update_dev
+  fcdev_update_dev -> fcdev_final_swatomation
   fcdev_final_swatomation -> fcdev_merge
 }
diff --git a/scripts/release_processes/firecloud-develop.dot.png b/scripts/release_processes/firecloud-develop.dot.png
index ccc6138b70c211b412b2bdae1d5183aa07f5fcec..1dd2a82abba18f0adbefe437fa71c1c7a2174ec6 100644
GIT binary patch
literal 130187
zcmZ^L1yq&Y)-~cm4xt=ELO?=F>6Gq}1`#-PcXy|BDk(}?7<6|j4FaNcgMdg&_qQKG
z@BPQP{}>Ek-=jXU_u6aCHRoI>QbkGTI_51*6cm)}vJWI5qM*P!P*AQ4z^{Q%8XfX@
zz<;i|Jd_bfDd;6zMnMrpk(CsC<auQ^1HF!5@UYPUA!&tq@0BtA`)uRS_IaxKHcVfU
zCS24}^+sIA8*O3r9#SUv30H}w2(VNUlFg`?QCw2EZf8qg=X}R6YCZO+>ixR+eT7{t
z+<)=)rDfDF2{>3K({!q+;a<T-{Lh~tOxpf?a8udP3cW9c|MPD^AKEZqqozdt-#;py
zFq$Xo&KtRF|NGA=QA;Sl3H^Wn^(buYk^A<b_uuCW5{LI>iA?*SY_;Ed=e4~!sw{G9
z+Vid3NiW@{fVY^1#iB3Z?9jsGXd%_WH`5_)t?}&0Ci(6#{~pzjwfC#FEtfs#T#bCP
z>)X7=)IQa2D?=%ngh<1nds*{5L!9MS-`d_)kuBxLciW9ul&@MfqY?E~7wFZxw^itF
z@6?16>5mX<TfR)kKW^Rge!VLLlN7!Dxfc@{yrYQ>&#k_A&jnc&G3(xRK4HK8NsqRj
z)BS0SoSmgAL63D^lcU*i3g65X&T&K=A{~<%F2s$&Gx|xnppPtzFlL}zRWiz@LJIfZ
zaQf-o5re%HJA;3Y-Dr1p2<MRM!1(V-C)F}}heFvMlg26`9j2arzNolEm~5eKPynJ2
z@%7nQrNf3=!@>=6eqy!uIC4MeM*MESe&CPa*+$KMJ^AmEC9}0K9#Gn7Ow>GsM+8DY
zk7xs%*iG87U+}r)e0k2@{cg0>VoBHBhoHG+3C?hciTa4;%AF|69v2KMC-QCG6q(VL
z*9>9AZy%Du22iyt&<qJgzO9s^ePhUM^CD1ni7Z@AEToKki&n~z&b~2GUCLb2K`s0?
zRf|Z3wdUumwwAMd{|SnI0uU(NXzCeie^xa672HrU#FN|a$n|({+`*;yH9SQ~#<4>k
zf$to7&C2Ly&H_UOyG+$X+@Kt~z*e$-mogR8Oy(asBBkW)ys4Bu{CUeISVO_8Oe+I#
zqgmU%h70uUidzXweO*F~Z~hIZE4UppqNrNJ9NMgZ;#Z{@=IC~Ov{GpI>-z^`zwIyg
z&-i*r2~*SVL^&zcun}8i-$q|?LS)(89)63)u4VMr%DNg4gR(*@SB{CPv~^*}BIWS5
zbkHrV%GKcPx`VmsaXfh@RlD26Ake;~=sL@073DqpciP^Qq2hJidsjI45PF{Xo~YQF
zjVHgmt<?xV&5_9$5!+x|M(81P*dpStF0Xol4|NL+ZwAz2h+^S2m2;&^SyWVIoW)4#
z)EKs=5%wT@YdkjW<(bPLB}cj;D?VIoDfl&s=L&}D+sS~B^?$Zml(Natvn%QDUMrEo
z$dArMzh38)o{GYTqb^QHX+zVs=*N1CqgQ8lEOcugfmrE!fl@q@qxd4Fm`suNPUbcr
z<|?wRRos^w<`Po+HdTMjd*`RBnYMYF*$F4%tN(0ht2|iPt-V-lx<4zsDT0bEO|SUe
zG|T_U%KYqbDQny!%Wo0?@v!BVRGav<k4`FGhRI?!6@%z0`hTvXLV+4#rOFiT5^_)`
z+UGnrh#y_HkfKx2RR-2*9FsB6u*b{1v%E&Q{-w!fOlLd6K|qtm@kd|0=~Xx)hIDIX
zK3-&RIZ;`dJtq>M{wS$ph%yZESeEYE3#Z#??0L<IPUt-)v)^KDu12NgMH~q(A@<TZ
zsa~~WmsL4$3+gzv-t^P<T1d8go2<dHDCD#E=vrUOx`Lj;MWn8RQ^a`8qH$FUx{4>9
zjre5qGmhQK!Ip3=>HS_hg=aI=$R6ZywTlG>0mlPVM`HRsCPWJXZ>{H%8aIdrOX4dW
z0mfco$P|BeMCvGEzKPTE*%t?YlX~ynE`{8@lBhzpoUyRo$8mpiFnG;xeiuoz|0k^I
z$-zdzxs6F%Ofin|LDLf4#AUH(%LcbeSg6CKKRgtM-@K`Qu|z%dbkr$Z)IoO}bPap4
z&|5f}%)Oo#jalbvWeNM`d2CEo9R12YwlHS?_%D12q`^iSrI)2%tmzHZmRT{l56EhM
z-W&D%C)=x|rG5@24eUsh{<ayrL3PdD$Y+L^aj;7->dTqu=yk~EzKRUMZI;If;bL;e
z?e)a{TIpbrHKc9BtmCs*9=lW$_2=p!3yHdcL-CRG>#aX$G>8o5f4D$ID&$=jOU5@a
z<-4uuvyxvq!5<Se@(GJ|l^RJFkzd?)%f4B(j_u-D2QA)VbC?n&`Z5)8?iXObJr^9Q
z&_FQ9T~NDTGgN3Gq7!hs>-R8cYH@`^PxfL5J)s?(YEb?1Ck~`AW^Npg*%Xd$&VF7K
zIX{e#Hbyd0h8cwxO?j^zwr~s?Va80qntU4_4Lxow4AC*=e{7dECx62@z1(`Ri`nP?
zs44!q>o-Na(l0zNsb6j>=fqwnI+ZYx<&urweUybh03j}Nx|4`y^f~N$DUrTsvvlmO
z1$%y2x5Z4^RvYPf7^%G_G8|N;9O2Y{_KQnMNd{uSaH!h~t3NwhIXjUNov#cGVbHO!
zehb}A_$fJ3>arwtWdy=XoHvZhm7x!;DcS7CxO_n2^z#PCZ>@Htp)^@jf3#xEnvsI+
zbg#0}%_IGm(o4mQ+n9;Zgj4tz;ogxR>1J(QWtBtpE%s$?XnYn}Eqc6Gvr<se%fFH&
zYcq&_nM>cxfiO|OeMAEtcQa+fwipr~*PkljHpi>rKE<Jg+8q^B-ZsadDb5VX?J6^j
z*mI~aK||GGBgmC|JKvPY@s$OQK#KUl3^L)~JCW1Qy-5!PoHJIri^rl?VSyG<Uil+A
z^nnUiP^!LnC)iqkpC3<UY(c$tl@FZsn4YYdbk~Vz)aafaW4g%fvoQGHdA|hCp*&%U
zMFPn-_-#3;%G3NHGG|@C`(A|GLwd@fyzf3LyF>uk1l@wu$Qpwqm7U=+<(1hQ<H><e
z;ajv;(#>Mer}6ovROK>w<VvklbM+5I&2KxCBD-<cv)xFtXO)gX2B=kUDeV)sK@NTR
zo`I6~yNJbTMnUin$B+Dyu6vnO8*QWxuJWxFcH={*EmGc+1;=#5HO6_ueOL3OWXraG
zBr5aB-mGpDLnr^S-*op~`opzbrk{n@tL8uE8Cbnd)_pJ2q?`(h{6T578%W+Cg*Kb6
zrhREVKi#l9UaRc$E!aRU2#FWkd$ujQX;tvatxx3Kw|4QljT{f9@K%?7?HW(*cCP^W
zc;J<*bq>k(Rn_a%dKY*m`zuCBfa#x{2-5!(QDPN3s?Vka00z-u>n3c?x2L)?iX5+&
znpRG_%YVW#!V4)f?RY}fIckxWv061B*T7O0Mn~1}+H99D=;e$DOMj#GPRZZ58Qofj
zesjA|MBw~M5fz4(LLy^f9S24MvXi-TA^}!BkT#$x=E=lpT)qB6cO|O$>y8$JH33u@
zehhK-#7A4N<Ar}W;1rB|^__oLQ>F!lE@^{kj+~BaUH$h;VI!TGqb#A0ZE?@h%v35L
zx?AIH7^(00Ry)N;yD1NkAr)Lu7C?a0y6e1(893M1BmKWnCJY{q7z+gY*X)hiBqAC)
zmM5xRoIwcDQ1u5CtE=r^7V02v3}n8KCHh5#Bv2zz@6k7l-?5skadVytLZ@r~`0mXw
z12r>{4fQD=6;v-iS9d2B^eifrp~<yb9xgN}#fe+dZa1FD^1-^Y>d|<thsSjM@zGPC
z&BB1wTn8D!d+iA;4V~o$BV%!fX_E%ATJ7R6j)L%}FQ?yfH4E>hHvUME_x0PDs?W_^
zk|^?)PtkK9l_uI3uaIsuFUR7UjdI58pr&isZ^rDG8kzCd`ps%)T+0PTFhCV#sQI5o
z=r8lJnK)%#c_oPE(e;`Y7N5m5i-}XT)Jo^O&0~xfY5-@67>GE{Nn%~yNk9IfL&B8(
z+iu`U5Z2-84PwfNsrH3K!)Wl}gJdBi@8!3tN8Z7{sV1Fn(?7H|ZS4$Pze?rqYMKnO
z!;xVtoZHX4uAq|{R;gU;*6_%RIWEa0jsz8I%QnhM$Yr8+f7F5kYc9as?Qtp*z~9%h
zUKh|)_6wO+FQnwIyp*aH*$+5BJGEOKDPFg(2U|JzUiEcUMZ?FxP}LN_|2^f42;o0D
z7z3ZO0>{Zn-)D^*Yn_F5BB4fI2zmGL3U+@)VG;`st>JTiw~y`j1eV_<+CG&cl-+n}
zcL+kJg0Z0L)0E%7o<tJX&_ne(a@@ig&j&5I#(|(~SQ!UsA4z-dR#4uk#bQs|Z4>xx
z0@KT+vED2_s%vTIN5hRLC#IxO7PgzHa=N_|IWw}HP*_i7;9ERRv?_17)_AhOdJRib
zy({O1y>+wOmj{cEpgNK;;Wl?TKiBK!TOu=%BCPclhl}@sZe{&cY_V2gz3Ow{&Ajtf
zkYYHEACUX)eD%)+Ik@V*JT^nGjO~Z|y)j0YQHRFUA(OOb@++Z7#jI&NXD3S{<8NdW
zS2KOqi|<c)e&zx7hm_0mNi^4WD;K?E2DQ;!gu;hE@C6QkBr;cFd7ti0`8YUSwd0$Q
z;k2Eq^I~CZ8PPsGN|=v44&%iz@kC&)gJ&+eE#&Qq*wx+FcQo5U>Ud21RYogX8NJUD
zp1Do;m};ME8td2Y!F>F2d4$7Az0bZv?qm5%G@@SZP>Kf4o$36_DeGqD;SCX`Pu}Z%
z>+(Z)N>mnmGgjQrK#Mk?b*QG6F|Q<YcJLa_hI=}7&*hxl>&H|5_A2Fc<rh3(RwNX}
z=UzEwu~z>`aB_LA&uWgvLLbBwOnr^SY4V_8z3iKkzr(frLseQXmj#GHA2r#8>0L?`
zRF%E(o02)OJrmj3SjNM`#A<5A-|8_vK1c|mJZ%s*Rm&aN`=%toJnFms1%Iv>*MSKZ
ztt^gmNP}I$d2CnqRa$)_H#lOp*wyhS=Ho5XXy%H|HL;iuGW?K&ANLy%W7|g$XCC7S
zt}7uva*RI~U3Q9XI9w!+PbNTpO@9tH!_S9msV|*@$?*&+V=R;3aP$jf7!x(A_G=s&
zA4jQ=;u@`z3h}CsPVn0d3W=VgO^T>2PM3rtlu}BTx0>o&>!4$yAZkgtx8mXlA2MGj
zY<JVpa~q_A<4ocB9q;W<N<8^ZgT(e)EunO!6)W3z*{EL1Y!E`erXh8xD=x&E(+XZ0
zDsI2M;?hgP6m?R!;}>J#wmYbKT)b=NLghzrOf$KtyD~7Yb>mY|B`p%6J}Rl3ujetz
zU0RUS@a9WdMx;-cOEDQNk7l}_s3nUAPAH2I_A{86HU5x~(<`*E8-Lu+{qysaQ=V`1
zEhs%KVz!Fn*=MVRgTm-Rqbqn!oe6v{iwEu#?;~Gylm{bILSXO);RtWpBOe2u3_i=F
zo#oD3HhE7GOSU^dzn+o7gOdV0Jn35S5>gL#!5=2VjCdkhQpIB8YH4D<gp`gZT>1{V
zz5J7HX8Gjv_>86gVpGw(2o>y-hd*ftRUw3fNr_<M_iYMgP${6rG{sKG7-<Aqj;=X_
z5krF$<M9FSvz*h7y6rfuFxY-Pno)F+M^RH$F2|gj?pC|V89PRr@VpGpNgq4*4g>ZP
zanl{|))D~tXaU}jp-B9EL!f7Vvjt`Mb2!d^)8MMg_#r2~EVIHhHY(1*cstW3rTSN!
z8V`KVx8eg1*kN?>p*44&!>|MlxPA6kO(SVj9t01nOuX$n0cdK+#c|D0_K}%R1CDBh
z#LOMa<E5;Cb^JBzX98PY1GLu;afYNCp7T2i8TU|mt5D;kK1RplGzi~p_qTG&5w>G_
z6Ym^pR6XR?T5{&Nq0(o#l`<+W9{bGn)sqIvmLFshNwA3k(7O8Rf2(hA4K9C8L4;N!
zeoR@#e(bdD^G>JIp5=zct*u5h*hDiGi=ka;)5*@=HTaN2gTS<E%jiuFWb<&l4}{Sa
zS!#Y#PrvKur*Q6|I`e%Ht-@Nj8JtBFB!FB!JbWb@MtK{{*tv+yE@8!KAYSBbBuklw
zf?)}dNigvVcXj%U_Z5+Uc!ea~ptkFCh_lbC7bVq_1htA=_1CS(xn|bmMY-4HsjyJf
zYS%-iO|c$39Uo7hud~O_rA2-w47rMB9FB(DL9cu2D0E${Yu;Xcu{o;sw*P^Vheb?#
z2zIu=LPxq)mCfuYlDwJ;S~mE7!o1{kFN7b*(kEsnWV{waXkrjv*?1?8_Y)>xz#`3u
z(4Ra}$5c))7^otu`<$>|6AVl>o~}8B>5vyB7WdQX?l}g%nebZ5xZTc@MQU9qd_1?O
z@gQ=ajwPq6Z}wV8Nbc?7czf3^-LI{PRAEeekCt-kOnukER}@ZHLuHFBw@-uL&n>;n
zGWlThVr5)r%R96O{RY|3+Sz;Z&CL7}QY1G*cg#$0<@E~E5$!V;SO1>$@qf9APSoLg
zw+v@ah?uE^Bise&H+d5`m)_5Dab5J~Z^R-9k1j(r8!?4lH?bc(Y9;=ldvCbyp)E({
zwpi_We!8!NsL1_p2H^kp2BJ@P;^8-1B)7TnHF?DVB}Wmi*4?Vqv;q5qwCL2YsOj_d
z+R|Shs$H~$T}hxt;8;U)%Y)AKHyozPIBxj(I#X3v^^9sS434RM!f4E@ipUx$jzr4D
zu<Sv-7YBax>&Ls18J=^Is}J)L$}xC(aUAV1o7*B`cI>w`i_+QWbkOAK<FQf*uk&Ue
zXtf+*vOFftqZiB}+=|B(5?OkmZ;F$LWyNZY$KDgcc`ZEP{CJv$nmP;@E6RDTd|10k
zyvxU{<zBDE-A6I8VuPhC3giq<wE^&eh;Zr1x)X^wkx^ruTFU2WEAM-z-0WQH%<c9?
z7g2YSlq~qWHK5<n4Z&D%yzRr3`SD3ZOixMLV(tE1b?MUe<;SZw?JoF<d5EBx(?~Tb
zDtl^b4@ZZcXXd^EmL^3Fu2;y6ux4W)KFGk0!>y#I7hyY@J)7Z^jr3ciC^;*lKzo^g
zx1haVUa-uWC1PDr<ngf!-+eVZ{69d8;ST6qyWVpS5<vB+={IbJE-$BOm0>^F4RO^9
z)jPcEfqf9(_(X%Bk450f6TJ@iv|LAQ+Nxaj@tAUgptEARJ5{`51CMJ{&^PH<^lJ>C
zhR%eb1SiAA8YL8%8GoECZ+|zd?%$*KXa5OdTft({2%I0(Xj)f6iNvd9`*iC=4&GeJ
z;o?h)aQ^t`d-+y6jte_qsBS+>o-~w}MSoCOB0(<l{p}aUQJLZ~xcv7>pD2IIY`$Oz
zrqDgJ2@#<_kBztcvaI)|C_<_X2z80SrFPbm=_YcfxFA{E-r&P+8;>V9PIwb=B;`3Z
z2p(GGVd7R7$;s;wIQ!~t6z0_2?#pv#MxLP&X=2$IXA->89sl5ddHjh00ktrgWgQDD
zb11%HQDiF`Ar6vW5Wo>LDcF53x%5&pW2ZwD>@7?WPNs4OQ|mYB-oHMuzz@SW(dBP)
zU@YFNTAP)Vy(Y>;VLa=NtO@Zn&+No;ifQ(7-N$m8{-}F3`VWJ}+$rwpScpZ!N>VoL
ze&+e5rWebObv>HueQoH78Os4x&fdoKG;6q-p5l;6u@cC-4YfklZJ$I8Fs=+w;;~Ne
zS$1xBF%~`=MavbDgZCPk`R$>HG>FUTjp=p>sdRALjH7R%7$qybGTmtzV^0x3=2*|l
zT&msgfIZLUD#LNkz-MGzFBX?~&G=E<d`c`If%Y@nQLd2nO)nWf-(pRpBT4M|{O<2B
zFMfGP94}}fXuN^~ZH_>DY-OsU@weSbphBEgU$TS@oTxBok;P{wf(QI0qi_Yi8=*5t
zv*<%tYui!A%NXIonQ3u$Mvf_nz;x^c*tP|^Sk>bdL%eHtnOpHOS;Z~bfu@JAVfR@@
z!b~u@`~hb7Zfn3-;%%-(cj~FcZ#n)dL!qd|w?J^-<JLj_prX$3dJ@d2cYjG4k&Vak
z16QHGV%y?|9COSq?yf>H!~rt6Ji9PDO#rNFdt!g!(KW_+&zg{)$6{|jB>bc-Wp5WR
zy1m^KMk7niWvQ}QW%woaNm8IBx+8s)aN5o4+oP~jdF&@=pzUESjifw|W^M4KJMc%4
zo_ccNwTYL&dP!jURb4BHywZ<m3#Q>UWz|oFyBZv-qzl~g`ZTMQEhYHz?;aBlq{8x-
zMkvo7@%bt4-xf#^N}7k`QOHyIAtuC6t1L3T=x#4Y-sK$z<R<5e=N<wjiv~3`1!2;|
zS(0GJsdo^Un9rS|$YBq*rD*nSb+|B#K73|mW^Z)`a2k1@_xfz*1v;MH!kX3`dMcGN
z@N9VA*Hrth9gXJQaB+&?G1x=#y)Pv3FIy^V6>FI1eEtQMp^^g&9@oXwJ@yrSkWz<O
z=|GEqXuA#;IRl2pL{Y}!Xof<n`;9|UEYFy&het9HVCvz}Gz2BT3pT1W0TyoOTy~a8
zM>;W6Djw{1O9rC0BYr+TLIuu2AXz}}J_5E)Gyg~3cJH=A@G3>#o-ay6pYU<j2tl5{
zpoB>gLe4m>4)iBh{pW-T4&oU#nF8Frx)WXYV~Vsr`-VgFX;P|t20q`GXz>^181sMF
z#jZT|(Q!VQ4R4P}`+`f?*+HD=CU|H1UTz)$%4Zm(*KyxiGWro1mwBDy7VeFh#M4AQ
z)eTX|^4X~Oz+>`GxQZjlMzuoj*Ih4<;q;1Q4z~7=6~P?rrj=tb+jG|Zk+n3=rB!%d
z(9Oz4(JyJG0i$@rc}iZlGDkdMtG-A5_b%-|Mcr71-HM%5OcV(vpK^mwyh2>_Th?uI
zjOLS5|D|VRM>Bxt+c}GzW-f6U!0|Q5WT|BN<-}6*GGQS(uaI4hZpDT%;vL}6aw|xu
zTW1P%?fmTA;?Nz>(TF-}kkPbM!mp#fEz+IB0^&!*6;iiqmBRWEnthF>%We@Ov2OK9
zR(-=JmKN2RTsh}BcqBtNXSQacKE@}%qAKRjiuVJTv{OGOY!+Snf?3Os!9c_uMKKm^
zDulN%e7ebwUBZlf`Ka4k)1LSs4U0O_LJa%WlRhjflcEqOO?BOMxI&g*#8!%Xw0r;^
z=bbC3oekl+nnht<!V}g40p(XQbyY2WI!n?Di1yJ6ULBTb4!L>-&*87cHvNQI(w{v-
zI9l_+8LL?S_RdE`%vc$1t8i?u4XHZJb6=g}?RbLTyPXP<i2M|&_VvBbcbrXjuh`8s
zC<llP40o0*5F(8qqZxhdGGD*j5WpU7o*X+XLFGngPl>?~AB$h{;>WkyJG4HYKn{Pl
zBTcpAC`{3AE`N^wa(}`lUPLES*7LinjF))A>KS8s#fOHA)kszZRG-;?BP5!r7{L&t
zw|zIo?$i>q7sIb9o!lw;h5PO<^Rq|9x41R`P?41AS6W<3VEErSkiWe5ltbzb`4)>w
z9xou{UYE&Tl9h7t0ErB&a1J7&4{n8`h^<ioln1eTt3asW$_pIQ^U%X8c4w;k;uW~_
z>}#Pa%lpI&k~#@?C9mZ`&vU(c$u}<4)-l<gv3Syb{7bNawQQM0GQpqvj0mbhJQ39(
z(jNQsP+dtV1*U)#s|!V$Ae=*~wxMEirrJxks~9zBNqMTOLTGO0ef7N-c;TD!lr0n6
zdG%E58TEi1&%}VJ1NUJKj)a8b`!sTFy5BFkb;;~>h(}(UQXhxVRdyyUB6fQ~p0%2k
z?kb(}Gu4Rp^5$!#RgPhvgs2Ah88VfHa^HQvz+u0{0;}8w`y|Bid;oA~HdQIFoc13V
zZ&Sh2;<igv<k?E4Zn^pSRh8lkp53ab8-FXs01aR(xsDafAzdKIoHmfVIRf|2>h7??
z{*{}La{)2wCA#*cx?h}5n5bKP?*UG*Vz&DwOP+EEP?RFX1qpz*%2bB>qR`cbOiCKl
zr1B@sLk8|4F*y}qrAf5_?S!RdJm8!^kPPV?(2FfYDhq!Fe<{S-Cox~iLkJ)Jyi+OI
zbQBmw^q4J#3$x&vO<r*rP7`qm`=)V1wE5^1o;6@@M6qz2j<9msT8e<mcyI#fR}W3E
z60-`M;ohv)x+bJWhMVuFBTaTXo%f$zwJ!L!SG3?AEo-H3LNF_6;LaxCO2&SEeZ2;#
z&O&xklO`TO;NJ0}GXvt@wrC$RgZ=4gOymd;7IT@(GB=X@VreLw<Rd#1>5ro^TG(=&
z=G#UAxowG0uf!EnG?cG14i58A<B?yvh3l+$Jyn}aH3|~G^vl+STu2_B_#kk8>%G4Q
zg`21ozM-Lv0%r)vH5Uc!RpJ@NG>%rr>5uA+D_>uS@2-x1Yvq8I^0Lq97)R1Z)js{0
z0bPXa2@1>8L^{P1W#PjX`ViI>Kzx{FjVLXT6u&-Qyx-_Fi?tQKnvk1c@x0L%={Xxp
zio_ykxunOFAt`NPuU`Al2h2)=t7-Uj3hy~uugn6rX;uUGQNk4}@zLMitPb7GmAd7J
z59OH`hVYrEDAoV$*lz@-{T)^;;nSUO)-EB%kkse-Qgj)x42?9D?3nnhICEt?1M*AN
z!5R>q_UDHy1f0jP{%^$>M_y5S=3SQmZ!sDT0tM`QB$6B!pE9;n4g7()Cft&Z%UEWX
zqSdy<)ZS++A(=>Ok?5AH!~{+b%D(g*>u-fm*YTW0l$QH|EY-<IZ9)?qkgkC=LNl3@
zLct&ZdwN7+&r`uY7Z>t#FJL1VUQkxR*(myJq-jgDWqP~VT|yF7$@vnb8D)~0vOG)m
zo7NAYnaxxP^c04Qak4y$n9W$36_4Am?>#M?XjDu}RgtAQeXo&-%2&J;p+~$1?xSXt
zm=%DIcJlag8O@@wDCkwGm*MIX7va5yK^fN?#N=|Vbh*!oWF`J^d&%NnQ4=aw)q^n0
zFhgnVGTx_=i3>aFKdzF!26bPh4rbn$X*cb=9joJG*5`Gth=n<#^_fAj6nu5E)}xTR
zNM_|bLybxE7=Y%U5sMcq3Vx-P1pA8Nmh$o5pN;P4f<+u}uT@TKkdT>h<DqvuZIUf<
zn)h_HV7`*3AwilxmCCajF39}AIh@|?mR`hWl;(B3xAr1Ol|L7rM0JI!+`Kp4$``$K
z$v6C+a@P9v!YbeR05z{A+%k*V_f7<-RP+EtLa9AqxS1qgStnfXbc86#B1{SWx|f+4
zlctF><BDgQxDlU^Xy$3!mD4(}?T>mvV)w<h()m5sSB*)7N!5-xyA`S|%#?voBH!IU
z9}#3s6$n>+cw>UFls<UaWU^Io+L@q*SH``WoFDUhb&C~~;QUe9?z@&{+k~SFNe1lL
ze-#p-=JdzF97nq<yd$%4QA%2aR{N%bf_JmK+;wog+$I(GOUF@XNG_3@H{U5qP#}i<
z^XDnD_LM{eTx-8|rJFJYJPMq$IQsOJ0v7dS@L#Fxn%@?AhsHkCjvYI?Q{_<_I>UgF
zdCIG;C*9q>lWtNx_a7l15flb$!w|xoU*mESo<Bty{aupp;Or;;EP`5!WtO`B20Kkg
z2c>~ak%|OEu9f&t!%z2Egp^rJV<We3a!~a=eVcTbW$Ah84f$8TY7=o!@LH3er`$o8
z%wSmkp>0lnn&1#@H_^s{PZ;5psjpP{nY^eXQlZdEe8M=*%bTy@7$_CYN=TboXLvwC
zvv*wNT8v#Ew~T_B99DjH$OuE1xeov0QP1hiznU3{A7*Iz<o5#$F3bzy0|gXZT08P2
zeQ8mXs5v?B%zEKeHhi?_J3NvklDFby9HYe%#!uzkP$T>gTUy3iIvA94LKQh0g@Itr
z5|v-t%MWC;@zLit1<QV_iQH7<ud0ysDcW}~^ANb@Tj-Wn`&rh1Z%Hd<2-t7;5u@-?
zAm<o^v|6PHw1KplB_tbF0@X*V=Wp|K2fD4~8B^v7n9JwVcb)ipU*ANQr9@=~J*(GE
z4At`1DbtSDum;u~LG6Zxk}&zgXhN5-19972?qWadApH;|=8DQG?`}vh7MP2;W1Ho-
zr#ctW7M8z#kt(1%1OrVb?N`N*Z!Y5+*dCZVdLh+oCKwBnw%t#6hjkkLPvvS=%^n^<
zy(2UBgi6BpXaCD}VXuBM^lDGwcIo4=dik8{Kkr)(rG9}sYyUp#M?r-+u<OKZO*sl_
z#-L)Qkh^_X#XOou$y9V>(9&|KS*8O@^9uI;9=poPq5LkeHt6wdLyv|Bz5b;f$!uac
zSHl;7_A)uQf6gmQCsc!g({ggpnV^c@A)WD$xdqmcrf(82q%nt#-d9-1WNJ8=<FV|g
zJO=XM>QkB9PO0C37SyVt?`2l|^HsDhU{9-YzH47H;^4{*SAoBZ@v+h){0pEVnf(lo
z=w2DpaVQ5$>(_ZLz$>d)tQ6D|s@+siMa77r5SaoB)~(vLigCgB=Ri?e&@gk3XGUbZ
zU(g)THAw)|A(xZ;NcAuC?vHBH9#?*LdOU7ZSZ^+K+v`n+-`?m@u}S+}VU;!VPS8f<
z`P6#Du|3W&5$_$#c#8XuGolh~chqwJ$^Kvi`L9$XQ@n9Lo?RwL6&S1|>L5Pg<Z~%i
zZ-&4y{KS9MELE0_F}T4h=AP@%{^lD(J1U?T*|$B|oUIs;V;rRlCo>lE-f^t#kxiuI
zZZmVe@t>uzWCu%O!@g5f^fy4zgMjevHT3y|+Pg8nrF0V{VYz+2hvUN6+C!bKK~00v
z>-Q&SzJV%d1=|(@VJBD>0K8+rDc&<*J|Uz)hro8GZE)SAKK>EDp(7${2#Qbzh}#;<
z5+JzVT2D58pTw(ySwFnV@4hiLsU&jh`q_K+?0BOR@Z=*vb#s6`9(us&zym5|n1Q6l
zznB21j+zpy#2huh`=TyKh*l#g;pegUr+yZ=W$?R|P)UT1C<&}RV)>#ba7z@(62hCj
zW<aifcM5DwEZN5DLzNEG*V5I)AzkF+NAw$r>Y<$&H?+SSNQw$}r~!1CMm)wXZ~?$K
ztoCsBam}fHh!B0=1RNe~aRTd`*w2uJ_9dNk>)y4;>$N)L6?Wfht+g&QCWx=7;6Pob
z=vSnVF#cZG9#!OI^KpiA*ImdiFmiIZy#{2V5>UG(=a5bwI?;m#E=#>E5wRqkZJ7aQ
zUMoZSFF*nGub6P|uGU!u4ZKdC{l5(ZkN*Q&4c$j&N`LQ4DKWGBE^CkS<l8&tN+4+W
zUBf2M<~1SV*Jem+0_ezSSkEJ)cF7;;mlfSCwVo>HKy5DRSF;rPugKtlB7>uhzxZ!t
z@LVY&Sg+ro+5=ql6gVtG#{ewr^{XJx2G)mDKKjMq782}U2K<pdc-Y#fht2@Fl?eMC
zRWZ_uo&5*U08bITBRKDE$4brLn0^C;7x;rjR4Z?m%AzOu^N8YXGn_g<|D$>rY|3ki
zys;77S6|042yHd+>J3Mm)~R}*ROix19)BM<2oD1NFabsNOEXYV4mBG%R4dbsjqSuh
zK%BSToM|3v@H@__N$+JuRf3!t?tr%)D<9Uk0l1NEf(0<rmI51frNCJtophNPAYk8#
z(a~DciM#SQ|EZk7fMRDupW&L254mRm$n^mWxdvKt5YQ)jnuOdf4{^oZfz@dbX!2ga
z!-e)IzG>(>NqKaq^SfDVm8r%43uU0sfmHO@Wdq$#3l1@Ww{>iX^0eFmDj9hhe)|`-
zR;jKo5pIwmj7};2C!ty8gmW}*mM!ob?H{{>R;be@<Uc4iLi7{^Eb!T?>%Xke6?9iE
zhggFjti)?b%DWvxu`kEe@d)yF849_7l_DY;WsQv72c*m>B+P=0RWS*?I$?va|0@}B
z5nj=H!c8cf@z>%h7lI;oPzW-k!0vZ7yRB9t55^3T-zy}o3#~Ocg8r+TRBV328i#Bf
zVy8g*(dtBgcmKC{(v)EDa4CNg{0)bDu#Q_1$s@oeV?&?m`6|PG%!-98N$yl#88@)$
z{<QDBhA9-lAe&l*HOZ?4l;l^~Goxcn(*DapZuHsbl)rivWd0uRPTYg_+Kp8p%vSoJ
z9%<FOuVKGj1rk~^uZFYG2TTc+?sl=q*GB2He2wD;e@7VIlx^#Vj6jnd05r0w{JSu<
z3O(4cTzr<bzi{oX%nVQ!T~=;Mav1ZI`))QzacX!^zP~jr9*F&{>c+JDxE&90UO`1b
z@V&^ZqW@aY@6w`#rscQ;f0u$m6%}^>e4gUmvUas3+78I4w?odKNZfeJtMTgegY~ci
z#KO2AE~Jiw9Iyu3Ge^cw(AG{r1Mz)>=!>=R<BEUz>=6g3{K*r?*0q0*uc#K@0q7BR
z8IX46gR3AP7A<A^^sd)!D}n5yqgA09ix<Qd1e`NaxLHHp?{x~{2@P#4S_$HH(8AT4
zDLv=9TVI><pK9F%&c(y~!GE&@ZjkD0>1y6hkio}0>9cGh0mJTPDB-==gdguxt9YOq
z`0XZ7I)1(`><8YU0!W8d$F$9-I_1{t`}n`$|DvJf4oGGtD-XFJ{K;n7co;otob7SK
zN0uJ+E8jmP>hz_%4Qb)E-`g@*d6A3zbE>{J!~bYGY<C27&JMl?71RDcI%di06JyT6
zpfDKs74zSvyP!PT^~<6B0?=k-V+ii_OSl6vXB6mkmXJw-+_hiKY($P*7IrHYWxZX~
zz^}ZPA`#7H+Hc=2w*=%5p7l^yo_|+NpafS;_(`Y!@G|v&#6MUq?Xz9V@TmA>xEeJl
z#reeQl*dn>j~k>515jjMixuNnz-%bdSZ-m1wM~9`ie1fejyt%)D5wN3<T-Btg3Sza
zkEOZiJ*WMXdsG@=@J|7NuGR+h1LUOKn~P>01Lw^g;*1Y@w3+dP=&1XFqmq=@G5c@z
z&~fghwQD@xD+M;u-boJJ{!0%N$Z%a*pfq(i#t(}Bd7&T<YBuK|51^bGOD-@3G2ne&
zz#de~Vg2$sH7c|647g7bfJMFbbz9Pq0og89&)sPswAT|Q3ykk>T^=^j*keG60z)I?
z(dDw-N`>m>WS80NSe_DaMTo1g0~wjlDbI;-#g-Z+2-qq{Ah-dV+v-VBn4}lG^DD->
zUg`WlwWBLKkg209S7h+g2+2VM3|=^%VO>y9tjD+ydLs_ox6f%%TNP)3p=T@m45I8H
z2m1})8I;O<Iw1O^YUeKK2k3D{#ej3}W{9l7C1e)e#(&0Tm4MTf<^Ah!pMq?dTwXi0
zVA^p_F(jO;5JUtAc?j574XgC<KF5TRz%BlA-T>vuin64<9d-CvesSnX@S7g4zKUjX
z_9y@*+cBVW+k*5}+EUE1?!uk#3U^%|XayL8SNTbh=j2NX^l_IyA-mR_ny!^S0Dh$?
znLJYa7i!pGNzGI&#V%J=JF^KeZtG$PB7kKQSS$Os+JdiKhDM}Yw7{4H?Zgk-z$dX%
zqhN20Tj<Au;ePVS1*#N2F+BhFiGT=P^rmLOd!CD!yD4V~&J2%X6N-uGWWA5aG320q
zm+Aenr5LlG;`{0Vb>J?sMwV$~9WeM@5Ayk@c)uJJ&~bYJ?_UUb*jsTwD8G40EMn4t
zqk*~V%6)-_va8?|fY^8MVQ)t!&;ZIIbyWCxRZaKiBRjCXzZ49AbUfuT?Ld(7yS`_x
z+x&D}W)q-`%1j|2LSGi+^g*-pVC6jWf7$0F?h`aEZW`^sEyx#%8Q^6u1^~Smtr$Z8
zpnH>uH2LyaUlTWoj=l)8E|Ggo%xai{6kj3)j{Q)sChIr|w6#e3%p$187~)^87`J!d
zY(^hvZ9I9n(lGXSttGRKK$LLDWc{@o2l3-S6A5U543LmDcs%K@+A4s?Zk0^I0l8px
zlZb)<Jv(vj`YluV98^zqq7t^87m_vID|-NAy=1!yf@rZ|$h1dN^c>7RIIq7;{&(tQ
zB|s3xepa>kOK1keDZ?NXDvX54sx_#F0fQu=Yo0qE=sR#w=iB2eZ3?Q}Ap7Er`wp2v
zF4n*Oz0si2KkeGtVP8N6@MrdSSdZr@lEzy=ep1F4c41ElFCk906EyFjo5}y;GL!$H
zVFS|+kS%O=@r8qXrQEf4*dC<Az1Kwr=c|4a#F9HO&WwXId_Bl^rYWcbq?V&?sx|G%
z2Nj<%8Aq^K>kI*`v|SKa>%QEv>_~_nr7q&nzr2eis>h^Ts!mk7{p1)+<B4-6VdVIQ
zI}dKCC#Mo%ob0wfF>3zh`NEKi6@P>&7&j>g&~i$z?Av(R-`Y#v&jz}#TW!iRmlU0-
zJ}QOZ&Qqun)%V?!f>K!q7=5YeppO1AX+R3Svf=L^oh<%e()l>)W6%hZO{K<X0MAx@
z;TdOI64t)^59N8FVh$L1nDdKY9yn{7&2P#gqrlH;2NpZW55U#Etn-uh`RlS|xwtQQ
zK;?y@LKfr&{C1R(@daR;v;zRM0yO_fu+4uHVI-i{q)|V7yF7y^Fn#|+vz776LOsW3
zH1{Dbi&5a|v;BPiJ^>kY^cf<WZffcpAtMJL0f4M|hjbmlm~|3In=#EleEOg3V%`A&
zicM(@_!a*AzcmdTG$FELaBdB}pP~76zq@$Mdx!<LTJVLAbz{-3UqhR465ljZY_bMW
zjuT_Ccs7mfoR$+h&TZX}^|8PBPBQx%s+~0$bodvXXo#xQz45gWe5E3gYx*ILqw*KS
z4BOft1}3Z{RA&zmW2?ZU&6eP0NR^Uns09J!=@zHeb~2kmFx@Z&0MUJ-VO|PCbEhLP
z@gOu4P{4QmW_bRS*6`h-$6o2ir@#Gja92MQq;7wi7q*RGv&hu%t-PM8uu7V0bBw(-
zM%RnGPvs?E@Bz?le8Z)zjYPH<_gt$%gfy^j?{Kug6OmzIyEN4>q=N}0qFy<lOJF2=
z6Lr2V)@9{7lkg3Z6Gs719>9_$XY7Epo^1-Je26=}a=g*F&({rlG>PO7Ic|^{uQk%8
zb%D1}zuf}%@hFJ_(aN`kw0s$w2Z&aZX0%xv=85k#BSjSBuYam_2u4X-&3@q7x@)gI
zEP%<s?B$(SvBigJ2L0xAAWO?Uikf^|TzFWW()65x!yGHl$uGTqttV~3*nE#;DPQ>|
zD{c>=zNb-^i@_WEink)|W_$5!fYIax<6PdodjO&#(_NJQ=oJiZQ1h^R`_bveDSMuQ
z@>rYWA)W<9>_9#13gojLmLMVslA{fr;j-u@dm-dg0nV=nnljwLNe;_M6~QR^L{uR{
zT&yAj5qfPAG|$es)LF#M!nWNNXPxCN^~z<uQK%2!PF+pzw{NK{i)eGeQ7hw(+4fy|
z#nzqfH;^^Y-+(^tf1K~oO?yU-C}nl~@PX1d2O4i`^@2vN1g5d}=3N>h{hmQQ>GaFz
z1-W)mJoP_=nTicP<8ouUKp!RaphsXG0oH3<VC7jKas{|-@RmyL>dW^*)GCx$t}U0E
zfBEPpeqbyPixx+E$5}opq|{#^^(+;>F=F$AGh#`1l?aVpk{Ltou*1f$8c&o=f<|6P
zZ4vL;>;80`-Wp$Ho~14zF-99}H5`JfY;788F8)Y9Aa2EMHYL7j2;`7AAQ#Gi>o576
z3aK^$zV=BkhAgP=Q(hLN9HtS>0Gxa64O!zd7@%S&74uTDqkRL|!1p<yi+QhEMY|o`
zv>Ma+5m`r@7|Yekoj~6D^m=Byr@^$*0Q!qABbs)(bws04y&Aj-dPXw|Cvj(;Z^Af2
zN?G)3Oc%MCSt~}2hstd<P2xlgARe6rlpb|yk=)Ayu}jnRVq3?devtE_v8*$&&W-|~
zzjj~gG8--f3o5o;Bk){Gp!8<m@t2}v66!Ns3leQL<WzE^d@h8d7;Wf8QjEoj`zLxV
z8LmvcDV5@caY-IAd~f&Cu8S8BU<tb3{k6=HFqCtMxwr+d0!$!SEIN_csDpn3bS98z
zc8(PO$VXs8hwgteT<bN13aP_plG(j5M<L18=R9`L6*Ks`Hw2@MkdNPDX%J#>&Jmyo
zbAQ2Yj);EyCvUt}3N*!xFk4PVJ=7=MB#Tumu&^TNdyrlXJl@`@vA!-s67r|Ls;Awd
zAbUD5%a&h?5?|q)@hl{F!Q33Rj!7&xly-_hbMWqKZy|o9s2+ylvebk?4yfiFoacZp
zjfr&YA^HCHvDF>Vg<I*ZK|1L&x#$zbm(;{BX_W5LgE=anOn)QX)KWBVeR0=~DIreg
z^6w7`-$6rNsc9=DdX@fPr>IplLEZT!r*M2xcapdv(rgq|^7WznOX)6g*U5PM3BJA0
ztF3D#4S&B2ipD7DE>z8)3wo8XQ$@{E6Lh0uG0hCYu~Udu*dyd{@&<y5?PD&HWUCa)
z{eFfN_IOr-x%AZATdn9CcEyxWm`i&&+P1U20MFt}O?R)m$7>cMzEwn^XK7cIx%3s0
zTsadH0=|Sb$oLE?z6Eu^<<6H%d!Bz-<l?*%tbE5&F`f4-geC6bzZwBWb-nq6Njaiy
zE->7S491Qy7RQ!ANwg%5wE82hEy$xp8%`{~MsxCY!dp5C+jI`CvMzq|2<4?M@THf6
zuCk%4Y%YrN$N_^@8^X#TA$m9?a_FMOJwjYLJFEkPJ9hoqV(T@c?p>gt{}2p+|KU2V
zX#WugKHb3%=od%YDFSSJ(h$v{m!ofl1^vXWAGn&r8xiS(=5BB4@Y54Y67L03t7h+{
zu(zhNE~j$j(M!{YdRm+;=9LY|2}4y*cw@Bm9s9D!``_yn<p<{gavX~gY6Fx6{ady_
zbRPOF1)uX9$V2W9jQ+Pq4<1QUzCcO)T7(L*S&(U6I2O>okainTO0iFm;^N)kJno$X
z89-av>&xTcT+R?!vY;Y4P26~_258Qi=l7XTInX_Nk&dJ1mosW5>Ka<DOOSSXUU7Hc
z@y#2rYCNzm1wy%(2CyHrkk&k+WszY9#&tgA0~b3)#*b^;<R^Os*nt@ZZ0e$uBM5@S
z-&6Q*20<Mi;`8E{7fX~88=sn}l(1=b7VDkYam)X-SzWOxgqCn~q{Q}I_;ejFZg6l3
z;P{Um^uQ1slM)Tb+<g`M^96UANA^A-qu5X9E<jmW<tZ!^3?JfrQXbp;%M=Ez-utb@
zMpQTDvmxXIT3KIjP%-ofOtM9r$rHpxLHFsW4H)v+%Addljts?9E4`>c_hO+YX~O#!
zmbE@{E0Ii<GhR;cGm8_A->;sg#wjqB>Px}oV!;u9xWYbo;eyE4hjn1Pfu`V3_wKV^
z{Z0=I7T(^h)2II?Mk^B-Fy|CY#%>&<Ts3G+C9ROMw>D1d(0mx);4t0L&|_g1$W(2w
z5qeqvBAe3rTuwX)qHXkfwi2v>j~dKLO_LNntJD1j{7iOLvtf{Wf4HQPug$Ht=1PM5
zo&vBWyYo4(FMt!^vshfJR5AfIJM>nbs1{)RHJpG0iOBEzgL$l1jxqv93_NGid;pSP
zg=XN4xU2fbv8oXjP<!FMl5YW;;{qcRy8S0d2}4eoplS0QV{<$@dJ*8dRfy*W9pE=;
zHttT^7pMrmuq}x^1%qbgpi>(F_>WvoS80;36`C(B-i`QmAv5(`!aNg48v_E)>DRz8
zQEBsI^xATj*LtG#_wJzr<+dDRTf#`!K>ug~)nZ((0APGARlGm>ecEvTNbDNxg~0)G
z3*`KnH>x!o1wDv4G$aKvJ&EInZ|fm_1)wtvXqpX5Hi`x$dSWnZDv<RFMgNYBdBZ%_
zyxK@CM$A(678g&EPi8sZJ@kh?&=UcJZ9brTS_3rv=FZN^=X!vtM>KTo7T7;`6%JZI
zy)3FpELZY?y?@b+@Ec%uCO<+`la(T;%gUMTrLH>fo~J_0)!PZ5kC)69H!83PydigL
z!R4_TVuEz5)qaV%-Zy)HzY73|yS46p*oQZoC!n|413tQLh@bEQM2RhEGs~eA2-WUN
z0!Df)_K8P;EQ?bJ$OjWiP_JhpY{81Sx(FKkFL`Z#Ns<JIn8l-xVy(Y!tkeS2TpJi4
z&UDznR(KA$mQ~OyZenPX>Sn#D=`R3>ccP$vPy6_EBVd{#^-d1e(t=m%?=Hr1DI&e3
z{W@sO3{t_|0hk{Fo#hLU#xUC|P*AT|EC-LXjV?e<aEw_SXyfg{5*T>jH=q+B-^VNt
zhF9n@g&yNKzc8FGD){lqC7$RC%}pwQ>d>=R#n_&nqB&vKcj7t}-an}V^iP1bz6>-b
zlk+-4K(K6B2epP9wS&myYrT$VAs7l~4Ra&ulRJ8$FmNJ#vgQ!rQmoK?hGp?Vh*T-t
z?X&Vr&dW|jv>X2!hglT*^t4ku`DAjOt$dZH9GT5wgH_(GCwh2aT>xw6@iqL4P;o1r
z;`1Lv!7W^O>7B6cvHjx#H)kU12@b^=P~WV8<gcjz2GRgG+8clXT>*{fY&6&!_6r$(
zf)UL+%9>{nB$)v@Xv!jjT+uIo<i>hD_{M_o!e<BbRUeyON-Cdj1~u#2UEP5ulXuhZ
ztB(eppT-7`?i_=F{?S|{;QG@L;&re(S|;Yx9!v-sv+09;)UW|)(R@IWW`4a%v;+F_
z$;7mt7xxQ4eAHg3i-3>P*2j5D!%$=n%&H$^X<fZPVt92N3=PFBQL_4bvLL=;sK!_U
zR?RFt+;9U(ce`it`>lYrI`#Ma_2J#bulGpOe4onAOsX3sFA<0%FD3lin1gIkw(7vi
zb%v_Rk$m5$zV|{>*;innK1=_dIF(BgB{rouDoTa1Q)+=B#RS7EY9)56t=srjfUZce
zpRA#6)~3fu5tSvTS)8uMt_%rcmkU-F>*yH$v^gYHigO$mB;9-JoR2O3oPsp(iL;&k
zcemzWp9|f9G{XJM%Z6VI(P2HNTWDuAv%bdr<B5c|P{ZAVEWfWaIX`x1`H1C--_VDX
zyFV*js>SaHHpaP?;3gtX+F4qOlJ5`Y50Ahi2$eQ`Abjso1pnxKq`MM~k_L;Oxp%BS
z5DqL!G*s0O@bXR)WGMW~w7*H9?9jl?WQ!_3ROFLsz}P1@IuSfC<y^$wB@GPB%%1wa
z-|?w@If=`3ClQR_(qgcFP5^u#-LS5U;wMf;DcJJ_z~J4YWcj6Xf%;Qu1CP;I#9%WN
zfU~U4;7Z0)>#itsE>sfaGftR!wFfDk`G%hY8|M<34X;-KN6v998{moh;3<BZhBuRX
z`^NxPwyO8r-~L;U;*?!%J(W3j>~@=QK*6?AX#dDtmY(NxN26<<gVV@<X(Ama&WK})
z&T<DtyP!SAxKp`ZSFqGH#6-15u?_S83QQ*051>t9gL7qiK%L*|Zef7i{ol4XXl~CQ
zMwn^wrT9*l`mRJriqTHj#(u>y%@F>X{TLfdZerw+B5;~F53Vkm{Q=H39U!4Nh?;R(
z<mTWr?m+_mpp&0nPlB7Z65M|`$NwhsR!lVJR$@fHBn5i+GrF3GR_Q68OcUEcwA<%3
zX&H+~+pmFU3-#C|W0Un9ulj<y%2fcj+%=hW*IDW|#g(m})U%Sb6GtGp(t>%L8<Gke
z&&E~)yGg0LgV1kVf_<%b=-v-Mcu>_gcOx2$iKQf|?3lBY(D6DMz(B*1ek{NwPXWhG
z4XZid&N?px>esih>!gduRBkkMI(D?knGsMw?I4c2)~NlI!s`dF3H9;af;>q3da54l
zj!%DmU)Hm<4}6z^Jy4j740luROOsxC7a7~`Cw~YoX$wt}=zU)}iZI<V((6?ww-ji1
zJjb_)k8#*#uHqPc<XHWNfcn9pMy0PW?k~siw#gJf$M|WhcNr6AZ1p#ca8i{goMvTC
zn12}%`O~adfqXW3oix>U{TNX3M?xtpQy;pkZH`!G?nx`qV(w2Goc$(hY;?5Bd7@6V
z&u+{>ZF^@AmMbKIctA9Fl|$7!YB;=h0Z5oD$5dQ+l}}v0N+%2=eB%8OV~7zaoJF5b
z_lb(v2XT}#^?YZ5Pu*#upEz#z9+s*CTlY1Ky~<b3qPNo{+~)VID4(p2gKV+KCtCO`
zO4uL3Of&GX&)$H(V&%vK_i0kXhW=LU?ui6hF5o3cJu|oRMu8|VlzFqD%_4+GxC$3P
zENDqn(XVr>#q!5tSG{Ba?$x-Zn|01YmG3!xOE>g}hKJDIs?qrjXbJRl5I%_w)G^mw
z8U$LD9^nQ_)AuJWTJcw2R#YyYE4m8eDtm9_Q(0u;11v7bZP#=qmp*@C#Li1VNPLX2
z9^_ERc-%z;mj*eeRtMMK)o3Q=g933CEi@Zfn;8~B=$A#wV_Jc(N{ex&K9NmS`O~<k
zhwKffT#j+5Hi^*HAj6R6>qEiaI>Zl-{Hq-2asYofOe?l32l`bk5jt!#&ZSO$xWiE*
zLY@xe@pG8Roe8`T0&duZSJEaWPSR+wwNG7$V~+M;;52izO?HonVD~0c^3#gB{+^eJ
z$q(TleB>!D>G4UPwVtbV1q48fEzrL@fkyJH?<w2+{nOx9V`t!Hr6U(`-?5n)!)GGS
zV0OzUFNWDLP1DyP=Ux#@vTeLZyzcS9`lN)%@$<+ZBCZP=cTU9KJ666zxUe)2GQe_`
zgC7vH8ra=#p=`Y2`;8V(*&qz(#$Z`aLPYlrgK@~}@L-gM0$(cq=NqXT%64wKkq!?W
zpUmiE^-+@1vNjwT<ITmW>kvss`~XVygJ8t`aWDAlom@2rk)sq7iHE3-`v?AxUnpIV
zyj;rj`(1|j^qSCoJ84sQR-{tO5?9c_7IwX@#(A8rVWxM2fN6__P1lNdf%)%^#(3Ru
zpH!b9AAyKqS;Ww(KK7_zBEq46!*5-4g40L}L);xt(zuasUmhNl1)~ziKn-=l8WNC2
za3)f!90-@OPpSDfR<Za=H{WD|zieQMc+n6i;@G4oT+=!1T394vgwN~XD_j&;0wLg|
z^Ygp=)073r!eWkK1O`E$2qql|hX;pJ#agyqRKh8*(WOV5H3%GL>InL{OxA|(h`ro5
zOunYxkDf^}QA#ysj8?9#Xs3kAF#T8kP}zY6hen=Dbc^J)m|$v9NEukD7a75VZKUvY
z%}L!8IQaN6O`CsHTMZXv;PkIIp8GqHUwsskYgnJ8Mk%o~OAJdvA|80}t&)h)sZ!4S
z5Hfv8m_A+iz?jphVME?<*y79;mzFF<cgp>J^ID^?MSCo1>S*W{$`vqihtjp=(#uC*
z+IK@>^@&!TxGsN#q2v8+lVG$5=8e8s%_VL7v8Y-_(ymktQAo1zzz5_7jc48>iZO@M
ztF=ht@95nh57=d~Oe5mpcvj7K*NK^qP9{_-P5h{q=-o#E@>`#~(T)vZG8%S@OESX~
zh#JB8q+2x72`7QmHh0mxAPG7UBnNR+u9R`jR7fJTz3xgCwMoobQl_1BS$IQ6wPb;t
zEw+Y1g9AYaQWGxHqA*4fYN}t*-%iye^sYk(lh1={I@ECX=dk>=griJZbfbZ9`_Do{
z?xa%TiRteo#UK0eLaPjKE`GW<ZABL{VJNG<APm=t_xEqvW(Yx-XEPvT>f=a_Q5bk7
zS#*2%bk0vIoj1fRWEE+gMLp2=iId8o2(w!A7WES+#Y`WzAIG@zj`E70{;HVE@{$U@
zL57{%dtdHPyE<jMfjv(bIG$oI!=c{TsZTsTnLSC?-UC`WjcGx__r=^vMFmmzj!%i8
zm_uDtwkP;v1nJ3qqw+zGZC--rSFMwIj)y9D9Z(tbih?cJu&&PkwznkL9tL_6Rtknc
z%wCs3H=CiE`qR>AfTII-ST_j01(s+?YHfdo`FL?v?{uO{eC}3KoLVRry}f!BB2277
zxvB}xsCRPEk+e%)TpUdYe6x<An(;*33sPEe_PrxkG>Cb9>S!lcU)2&HKaG7FoU6^W
zD&IVq7;K}t_k;9PmZ$FtHhLzbkzu+O7K?EiE%tA}`_EJzyQAL%uC$j`;PV~(mtvOA
z9tyo_dcnMD^<9{JB3m~*k#aG2ClsKsE|ISt)DT!c*H96eh<DU$NybUlF^+HMtA%Yf
z%^%L1-;%_Gq$>;go+;L27ezP55C=hnI`lb<#nF}j<LaxUx(eE@0e=#LQqs~$NJw|5
zw19MXmq>Smq)JN(h)9QYH`0Q12}pM+4c{E_eeb>BTKWe|IcLtyGc!-@y`RlK^lF}S
zf<%P}&beLyDk3;^@};VY?zrBMkCEw9jY3!32`o`S2cND6ZJ9H|+P)ZTPuGYAS1YTY
zs<@^`bBVCul^J<cGPU;DTX<Etxb@0^hV1G1Qw>2gCW1m{Z=Rh5!e$~bSK6ADCAB9E
ztE_gP4r=`(7*3wrqG!dJFaA!do2B2@&k*%emceNDCV5YIS`l#ZX}Bp;&b@1Cx0@|?
z;Y&)owhn{$UI>eKtM|(pf%S)9hlTjp&IAIR-y*Z$2LYM9i0axMXTSmwx+S9ylUO=1
zc|e+pu_hS*9&davnIBwx=3Abd#|4+Z2pvpDv425KrCEx5fG^hl#3{0*uNzr}KqM+j
zqqR5t?fwVBkfVdfh`^N^sF2<CV)l7)pSVs9$OgH|Rcud6Z$}PGG_WJS+rYXXd(3b0
z>}XOC%?Q&fpi=QX)~c_AHW2>6gI4Dr3xxs)%6e<c0Mbzzaev^}m+Ige*|P_0gQ{*!
znCvN>>^UYGLMFJC%|Vl@t!;zG2biv*HIkL_2F_+&vkrm5k@mO@&ivPp3t!_bNs*6}
z`C)vd)4;+#)-CvI=e$U?=l^Ezb&;(7P<85n{YTrX1Ks6DaZ;6E8WZmYT|X@ZV?1cN
z_m)!aP(UP4yj0Au4g}DR50HCci$m&0HuB;$(Tq7AO$rmqdlW`5XK{zbo|HZ0oNN*5
za_O|)a4+8DD(j-%z{4+NY^|KC#;nIUz*l<jV?cqZ^LS(Pb;&8p)<Nj0%dvz*r89hL
z9j0d_){M@K6XR=HwiUsmKBt0D-my(C0?cs(<TR-c0TDNss{oj$g3)tjJ@r_9gy%n%
zH(`WJO2vJB2KiDWcL3~Q=n&7xZK-J)wXDW^ilGy;{q;-wq2Gpvn7C{(maRgzDiKTI
z@B5DnUx{8)4;{zvA)poB9DfmV&$LANj;$f2?_gZWhfLMfP2y?NK{Gf5n43c04vhIO
z1clnA!o5r^WIO@dRb#3i`kSE~NDEE@E|i=~Qky9y%%u|S5^~uXEg5y)bdQFeh!wSK
z5Cf0412B{(L=!jy28};q>kMytxXoXcRf)VXG>ExB47@7sr{9I=?`_rin=>T%Yhb-g
zg)7UfQdXJUY~xDAPq5at{qwyN1mHLI+9<42Cg#HO6o};_oH;*N>irCYRxkpd8e#fx
zmcc!Bgh|tu0zN36ek%e7CMxDzs{4N!$wQJeLW5|ghLm<0WgIGs_BPnM$!q>@O$=?x
zc$bka&x^{5$@SvGwqBQ*Fe!K64|;m;zxMdbkAqs2`7@JuviDS-V0B6Xdij<nQ$|@>
z=k$AX{vkSXMI20v2Oue%5|BT5S5SOuk6<F%o`#i(RxWn%SD^0o&x;)1QWF&BUv0|a
z{!}OM_A%f6)GUMj&5*6qEM306Y4b+24qJa4U-iw{Kw*(j0=Ei7y}!<7XLE~NeRh}r
z`UI)qBNX+E{<3mSe5*$PBmRBl+hZvPofvrEur(ZY)72UmM}fk0QH=e5j}9D}Li()7
zYK|J-2aPn^PiA^-5=#s=BvHzGy+{x?>hnTMyW;xBez>CfW))D6t6CzO?6qrE76-$h
z0_fT@uET5we+6OoF9iYwWukE{jju}f<*}<yn34RWw!P{xHTJ2-Umr_IusSbUX{vnv
zY8Sj8MWLa^Jy2Pk%loq`>f#Zq<gV}Rwga(b&fAHvJEvYVTZg(WS`V$IU^?O^yL}do
z9j@G3IxF>RC3=ngeN;2GT<-311-}$zawom+i}3%I?Pnl3=?uV1Y^o6`RvbdD{jzlZ
zEqo0}lk&S+xHe6IPuSDdtT)KVq^<)x6=h8k$=K$ML6iE|%5eU1k?Ab5*1G4cTXDNG
zT8V3FVi#l==kbTho<xZrO{kZ42N!|$wcwD$fetwdwY59^LLN3e;$#D{NoF4zu`4M9
z+beNDcwGC)GI3#i^1sNqa10ZsztnoE&IAqUa8d1KH4>TEAHbI`Z$4WhS9=!6jSu{T
zEffZ;u=c=UJjYJ%=VisT9lzQFkXaroMYS?fJeWWscse&g4=b#SRT@OP>R@hb#4LEH
z6AVxH6n0Xb7~s%RDf-e{KNL<<PUOM3dYDKYt%oUkKptPP2$mWQIXAVs_$kcNweQvL
z7mUn#Q8firX^dG9Mi}+UXlGqVl1X7?0#_JQ96Os)J0{mdHU4%`_5zY3GFsvczc0f+
zh=rgX7-JGT28;DPAei;i{hLAi#3{{fVB33X&CT2BtV8rN&+Yla_QTfm<y@<ylub3{
z1^iKzYB3lgEJtUn#=%Bb_l#VPf?)(N%s8xGBd6=SU_9@pD9q;YkGF0UYRzivJw0R{
zuUz!A-L53vvrWv2P;o>OEx(KBCP5rV^PQ~jhbA$OU9L~NP{dwllD+<d8i|QiQn&dG
zuXM7D$Gs|OyCx(U`{}&Y#$PG3jhf(tYxF70tC~|JLo_bsAdwDTna2o*m~%Lq`aO*S
zD;W3jI^TqE8GDY-lqX^?h#9!*6W^B+d_0|aKsY65?P+JaP#^qP#P-C%<)Zh1Z9y|#
ztY&#BC4%0qXJqq4m8VMG_8A4jBB|_uvZMeO-I_v$QcNvf>L=YMbSjM@pjF6J=U|C}
zob}e6{V9=-L&b}pI^65zzuQKie+0By6EKuuu|5p(B^J0x+}A4KtB3*1rqYl#Rgetf
zU{xu9u7Y9v-hgFU2h2BOuC&7!nSkI}bK~VBP?k!Eo%G3>$(0wsn_|+aHW_T^33OJ)
zf^iHPeRnJqH1zuz`;<+8@nWF1P55UF%01PgB!b!V_spl#0UQzLfoR~0Z$?cJOm}DL
zcp?`t`TNV~U7hDJ<dZ^&R#ryfrD7qzJ7dx|6-eb4G%GWq+(8M5EHT%{@As^qLaZ=Q
zTAmSYpc?X#;+u-G1nK-2q7KeO3_a$%?Z285W52&YDrKsP12{bn6a;lqMCtMSA{}f&
zxUa9t1gTo*z;M*0P&D}hS0WbHezMe~k??c-Gfo&TX%aFxRJa~32PVCriYW}-uyHtc
zY*+}mNIuc6{1AjwIaWm7l=@sF+TB-qf*DRBz(LDa*MUwxU~>IL;Nm{lELE80{XgiJ
z0sG08=D*ugJsCBYR;<)o*NXdG$&nR&&>iF$W`#_08Nco8LOFpeK6#=5gUw{?z+WpT
z_cd|oX17GR|GFUcby3yG(1>XC>V)i=44{o0p)9a8&4_Fd^794yeSkUk#h{Cve~2xl
z<hi*#0<7qH#7_b!6d%nsJ~OqJ)1ZiYt`aiDR<hQpn2jsl7!ahxl;|s%n0~$~2@0Y>
zSvZ-r7nwa-(+{Ih*qFgk|FIY0*5u_>EcUl|TUkXP(U1)#Aj3D~>%A$#<&(DzRlu(n
zaqD;Ad%ZJ#o;kcG=E5g)#dh)n!}kLj)x}BhLb8GF`ia3MBkdo~{OivmnK)x;`fmR<
zNEd_#lr>wX)(`H1QGAlTTPhXmFYp-X5Na3}r@OShcAo}(SQZp(U@gQbBYb%#1Zq>_
z)~w@ZzSqqH)_UgvG{V2my(_&Tm&iekgZN4ElCp3h4BTh3kvG_gLg{ml=!qDN0y1B9
z_L_7PyB-&&XjC~cjMG8&9r?t9az?ZlbDgNDK>%VYR1xLt@2K>dN#}z*3(o9M<ml+n
zXbDWS3!TajzG~ZgZMZTd1>_}d?CET6&X{4<?|X`7-DB{pajkK6TzuMO$XjpXU81z^
z3U6KT=4R0>@+sBHYh6^^@Pi`<zJe{M=skkw+8XQk@vL>`6O|+!J3|%ss|WCVGQ2AY
za$-t$^rZJ@Vpmc&Us~vQZB6{0eS5Kz!X-ueyUwnxsGSwFfO*!wZ1*>TqQ-p&^fIiN
zgM+t4^ZAPIP)TzBs$d+dkqRqe{mL+(Z9twRDrE5*6gq!K@lqe5=9(Ymp9L|$grADF
z^7c9)Q8`gE$^Qs0Xqp&yWE3NNV1k_GjB_uK<=`8>!(wk}M2gHA_OI&u)tVhS-<T!(
zq_2hB0#l4!;)Td7U&2x{;D#J@Xu<=#_t<xb!ft9dk5Xy+C0)jsS4%z@Yis}oUtYM%
ze_EODC>Tf~Xz>jqG|?}ov$EZ-vkKy|;aRm<$jsX6OaYBU5QAD_3Lp{oPKXkowR-ng
zWWOipsF^V-OzI7nsI7e3CDc||_|l)DMx{;_;UEE0@4}OkzW$_40CPip8Rl3C>QZ&_
zga_I4Zp#m2Y9$)Dp>lpMWs7U9`SbBPIgmH3>+Yodih@F3dPq%<{JboS!*O&>(j3>n
z4T6$8s7?P9poNEl<iClDV0&bGO93cpJ5p!s-BTzKlgLy<s9|McULD}L$*GW|7QR-Z
zDdkX;xNIj`l0S>HbyVKE|4r-zM$5x+vP+XH@t56yLd4<8ceRQpDDT;Y$*;BkD5Dam
zDx#CsFQWPR=&6L?b`n~X<6PTo=8o{A?H&^y33lrT)ot$)a(dqiQ(}=R-5WQM3o`<d
z$ZIaW^cgCg#o$+A<m*#3?$WAx);^SKN?)-210d=#e!R<F;F5<9D&rJR*vU1ezYIaB
z()bqn8x_2fVsOj&bqqfN@!1!WACaQta^mqAIny2|yE~d|rGoj24Veix#ymQn02!&8
zA|l6>EBXL|sB9=KI7hh_R%$|yt6A2WR4_}T)F&Gc=eQN7FBM|K`m5>Y`XW6Ue@pK{
z^E(YQwgaFG(?wq9-{kpudJ#v<9>oM_`oO9RO5m|0!52Csw~>|$Oo6nQ8TrSw?vEDH
z)?0)S$^dY>lA}ljroY6h4k5w8+9gdsk);NsISOL3Jy(DNZ0)?Ce>|q|3<;1;!r`9d
zo-#fW@@Y`KL}Vq8lpv4%je2?gXJfQmpX%MVfB1qZ4ko}20j^RblBzG1gQpcm(D06p
z$FgQwlGAY-;J_XEj%O&Z`V=!S84foVa3l6xTLFk|-3bvDjU>w%dsiC`%}qtYOp3ak
zf)&$2V^@cRZCvdxo4-majP(&zZ9L?djgAbJ20HrW+6+4qMNI@GktrX;KMyU<F<Yu;
zO8fNf%&M3^{Qq)p@@Nr2t}%nysh>r1`Y!+w_5*-_##^gqLTw&cPi*MR5I<ZRL;^H!
zBLjB}29SbbiX+cjG)qlS(6-|NW#B=^>^q&a57=ZX+{tM`MHC<$mhjr}r>Kl?iM{>d
z&s{N^-9CM9@I2Xd<QkC3Gy)ibf}~<KF(_Kfv_v6$fCjLGAPH{fdoi=H9e~Qje0>1q
zlx3)xLGh6^j2Yk1$e`^p5`#@luwN&#smapzk8G)U%Vg687HaQA3dUOoZRTqfgIa#m
z-p8)4mmqt@AOIjAB*|A7So*#D??X`fR=GE-Kfm64TFK7^yw2KMi#t@Lus;lv6D6P<
z0y226jO|6Qm!r6t_APd(5#pu&;L+|Sb7vZ+ldP8l!R%SICkO-28;?f>F;SyTSLGU3
zVz3FgaU%Hx<xy|z`p2-+8XD<-kXA9(_c{AKq$!EK?39XqkKw}A9}k3`^arN0sj_hN
z=ez3nBO)QP?-qvYE$~k!yaj@$LnWj7I0#$s0`yVonI!0(GdHz<!p!=U-jzKzFnEk4
z?MQ;8e6%{y_bt%PqUMduot*RcRHv#k^bf53X2X`Z2wK7@xG5FK_8WjEwE<PX-SH&*
zL7xVjNK?RWIbL%;H+|tH(#Efa>$)?|L6TJq4roeDK*f4N=6s9t&Z9y=n^ol9psGJx
z{b&m~ct>QHNm~%imR$(GDMo{+Bm9)L7SX7XlG~~7oBhIkDX$nqUpj=N>gph45Lm;%
zy+rdKBk*&D(}%~adknsQ+`9BcByt7fcRfgV*_l@LG{n?5+8?3N0#e@6r}+U2r2n4~
zc$}a=Ap7(&c4}4I*#h=kErhcDyg*wi40{#?;SO~8`$+mbMF2+cSBx81%}oyKy~b|_
zA*hNTT0jGmEu$h44~V26f4u{*4v50ZYNwkwyfo;oep3A<n7OcZ<UZG530%#NjKB>%
z)Qy#6S)_z1eUM|zJcUlNYeD6Qw>C<P9DDtd>=LA+v;F|x9*E0%)vo?nAX_F(coY*N
zd3cc}lQ5WREA8`47_jZIKDG|q!noHdO8p-14S>|X9sm?IBE_%JJQHA_0t9AMVPx0^
z;NMcG8<VR{;|MG*@dSirF#a~z9x(G=4F()<1`NgQ+y4*NMNKm8Yc5nX2C0Tqz%ttg
zpuKMpa>V1$rYUT30Wds1E-CYVfgX?9(n+h$O>aU*baDn<kbKP&34V<-i32qFB2Zwx
zFHg+-rj&c}S?_C)Vi9|)!dm2?Q7zyu+O!LXy<4l#5Lml-LQ~bfqT>WBr42CEw(rz3
z?Cd<L#wZim{lFM>F#8gMNc*#cJ!DC!b;tb56a59I08rmdX83@R<2KM|;Rx`9tOX1h
zyQT6&tCL6R6QqF+p1xYdsSRgG;b;jR`TL8Ej7eqv;;eyQDt}!D{pl?|@-5TSzjFKu
zs~QW1Q&ZQFBWLQQyI|WI-3qHv9S!;wKcCL%w^BYVGm%z`b{1q4#8gG@QjuCkDF0ka
zDV67f-q=2+6k^K|27<lSm6_*sJA`D+mb6U>sSiQ;AQCKuF|h@u_2(68`8;6b#!JE}
zktI6I{xuM~;?aKm!gsK;p96#T0VCR>qkx3C@!LMf^u|Zk%vCHUmOOT1etjHe0uvtN
zhSH&#tqrl^-pLlSI>kFqkGVzw6!x-QsDi1hqmN^#@=+f(byerev>;{9>PK!)PogW`
z(V%+Azb@m3p9c7W48c^Nmzijo(c8W$ptJvIKfh>rL8)IpqGhVhzSwpOH;Kc0_0Aim
zbpf}>+s4pWw`4&JGX#k3m*&uhA_!LxU|==?_h7L~xc>U~6q<%%C}piEctpFsyQ<|Z
zqh$0e?SB=PiFG24%2p`rYo__x68SeaX*TnBeuZG<^fTC~4Lrw#B1e+W5^i&E9W$ot
zrQ8kQG*z$-*r9DO;G<G>yA6JzL;@M{IXZp!6&yYQeAodA>Oc5GQ9k5pFYofw7RUw<
zaR9vWo6T0<_E0TDo<?H&gR*g>42z98>vU_~DhYxNr=ojyvt9g&sxzkt%R6C|(fbSa
zpgdULE9hLAX?#N)M(!c~=2^;&HqNc3@nXItOXgi18NB^AA6Tg#8Rb(IfUmOY2*U(2
z+Rca7d0Kar*OyUnMvt%)B;sE|`pz-BT!5fF0}%Q)U(#Iib5;wAphu7)@Bk_#1JdIn
z2&3jNL;k-Ju(x1vB`M<1Tnq6dXI5ZC0UP!s2BL#5K;3QzI--H@B@X7@&HI2FpmYNG
z^yPuVEdc7@a;AMR4_p9zYkH7x&jv*NWdN~L_1Zu07WV}tT%_Tul^J><DhmW#hhUC4
z-$kPCwh{8~S!=Tp<{d4|zn83qGNV7vB#%lAAWn5n!AWRs%C1-R9}$@+(4}BVWLNX4
zdyeYS7gnZKzZ})uIf932sS6X0iQf%U*Z@e^R)J%D24a~ZJ#p~!P2kSe{)grqL4o)%
z>0XD@AGsZ~fRxE~@^AR~L5ZDP*=ZRFd^+NxvjY+|dE5w4aULQDRss6^6oj=0{1FIH
zqX{6#^wGhD|Dg!fA|C_w5fXrvfmFVC03marGU7H205lCAh+OTCRNxNA8ZU1!S!$Tx
z<^!4>xBwm6$rk^60`cCaDoR_B!GS+yT>fAM2OjaRlc7uPCpKR`JyFo2zoTX)04%dw
z!d$*22rypp`U7$DsiuovYw-VzAf(Z*f^<mlc+sE9l4DP?+wTEQ78K!>w&PS3$^b>2
z=m2mrZ{PAP6yPKNwLkEGKqicF4N9~>ASMZbW*=_H0jiJ6{ck$*|C#zO@)r9Ifb_Hk
zzQFq^e3mwc=KrXq`GS4gd&lnbe?Wdq%rgunUbWnW06Tm~{cJ^Ip^tDzJUH%rdvH|6
zw4e)J8bCFBThOKBFW^cO`CtBn$M$~o^Rn%&_Z{N}mimCKMd+X=un>qNaQa?*LHay9
z?`4?)Q4!v|g!&F^&;HOKY7Ii-xy_<zR{`?Hr+e0;I@0EM2{u|>=oI-(^9mg@jXWfO
zprkSl=yApXDH3I#`<sz#>e;_HgNY%OH2C^C;jl2l#21ofAaY?PX1tsDV~D@yjrTR+
z*4)xsAb$rG+N-awPnxSiK7I%y0zvW!kAs?dpA|vd7}{zc*z16EF$eH+E`YvP<LuI?
zm~-2z0Qk`9;K0t>qfos)N3LU_8_8-y&$FngZZn_6dK-XMzX8n>Li^hPHNFhE?{>(#
z4u{`qW`HF3^eNsj!JX9r`ZpjTNO0w0-42k?AGnL2(`S%y1H}A-B(W<2mhtbs%Fut+
z{4n7_lvw070P8MaY!96Qn)`FVjy7P>uahBkN&w1e=NM@|Pz?l@M#&6Xr`#$ygJOIo
zfHh75(1$G$&HvO<W|i~pKirj+=oU!T0g&%l8G3<2!^j)Fk>tDaX$1j$(}LAA-O8;5
zW3~jppELqM`*Ki|USRC`*9PL&G(k+;+#P0OQrq!fE@5_H0jVwv8U)Ck0<s^D<{j9D
zP}q-a6vA;rIK}H2Zjn>RomlR1xIEtfasgi$0J-Th!0c@UxEr<^zzU0+%=}kIUJ(Jf
zNB84wh}iX#8g?p0gcm)grahobm*KujP=7M-X$y+!3?Fdw3GOC@;^j09qN#cU!L}Vx
z$|wgk-gp<|SDtt4j0SuIg2!67Yo73QADo1f03^N+e+sd^A@>h*C>gcsbaijHIQY&?
zLVpN02~pbW0a$Mbc&)`%y7YIuQzl0E<48fd)$QrBBJm4Ql#e3g)O8$#>s2V?K$P{R
zf$-};;B%O8GUg<}m)QVJF+{0r&$j`l#!!KKd(Tt6)Pz0GX)Zt4E&>~ZmK6bl3mP(p
zynx8qQ>{p(h1|vx<5Kz2|E%ISWh_<r4!D~*Z6=wC03!C!<{14#@qb#h{D!uHJJMGV
zFe@w4w?s|K82%9w0NGi7cnrYnRzR4YeyA(|_E?5+zg;k&%LAzyqX<SwAmc9(-q!$J
z&%T;Us}$&!anIp9$><lFRQte}zm07HAbKOn?L}I=0dfl4KwG&2z=c$nG%)|h|5xQ9
z7z3ikYy%c~C1_Xh9b)=q;Jr@$d$;QVKLKp{0-;w#U<0yJGh6+nh1yQ+0NIWzAm=eI
z8AD<V+#+X!Y7O~+x*Fi-5w6;ROoi>`$=*UUD`Alubh?141)iuGasDb8>SI!WNHPMv
zb!SQAi$dBqn57DEGWEGF7v9nfAWL~k0vp#beh775m}R{LaUE@p<X4>Ae-VK_4lE4d
z)s_bfVc~;-E^r(R;Wj0`u#{U#0UvlkA4T_8OBu3(%qe6YfHk}}+6EA-QUH%?oGLCr
zy@TGfM?%=Pe{3{ih1=kL2M7~h#~g6Z*cb!pHn1&IbH4qDEZiFbC+!BL84RGC5JKOs
zjB!^=LWbCz1fJAe<21$&rfQW2BXA#`gntq=mAO@JFt4(@PFa8ZZvy~@8wtM~B*>YJ
z;o=1Z-kXff&zo6Wcc<|GX;ku4#?RLerJoOogYm7zsn`HS{y0GAX~m2_`tQS5qzwLU
zPgMcHKBQ$~3$jm;WXYj*&YfdpDh}9*razOdATmoI#xK%e{`ZikC5dbyhTfm*PK{XU
zC)UZ=!>a!-O`z!lMICI~3P2GI#Pg&VAdeOCNh?3_*06<1fK43w{jh?zD{T-QyqmhN
zvno_c2e4h+zn4ct+Mp)%falc(Sm?VyaXkJI7#}iiB2JqmNOIR*o6ml}p<(9R9b+@o
z9U>c&4AwzoOvZ!=z1_GF+<E(^%$54r>&L1KC3rBj6mc|6WF-`s#A6Z4ES6_vC>SWT
zHOoyDOT}SfsBh_amk_dOv$C>85fG`eFybZdBUq3jgRTznVzH$`Ma}1FCjwVvJ8y=L
z`_pPq2Ge{66y;SXUa6~J)#so8{OY6tH4`xlx^XV?oTIh=oI(i;^25MD5EVuSkSMBt
z-_v%|kP@Fi1&e@7hyPM1!F17>^g@ICu!j;UXG;_r8J?UB7D56)MMmV&|3@7B;DPTC
z5jl}(!3D$1e-N&S2C%1IZr4W{3+;@`W5NHPj_m(Q7;bto$v7J2Xl)2R)xjGSeM11_
zpZgM^%pU@>D0=mr%f~5tqPKPH1YkJeO{IbeMzKXP;mTl$>tZlF0F-Ao?TrgzYz7YL
z0P+n8b%~;RH)&PkC*78#h~~3}{`)p~@?XdX5om~z57zEEf0Pc%`QPVUZ~%U;7B|2~
z@)wAL!Gj0m8^Lmncsl&H9KlN?`C+9*koHKBX<tITnjL7YwV1Z&W$p%^fCmYkH~=_t
z3U5%7@n;7*rMuYx&&U)0mGeR2fudU*b{l}^A~AP!&N{UJ`T3mw?aT7J*?ofo&(c!|
zD}0NCAezaA(ULF;HYz@M_#qHd&@35&Kw$)n5J>|Y5ZvST0ryi-4!Bm0UNX0fb35-r
z!fY^H1`Uh^22G>QcqX1M0q9U5I9%(H<@xt9B(M%LB9hrZufWfea0n0_nP8fx<I|xZ
zF~%$~aZ;$80AIotK#4I^Ugk;kpg;?HX9AhTu%?43`yg;?!4wLE$kpDwcz1Q$EyP5<
zrS)&&k)egB$ozv3J)Q)i#I2J)l6;k~=H^J~2Agxi%Sq)6KLB5}LvVe`Q=m~Hc=)V@
z@PFPR;1Bnv3wV2G>=G3ZoZv7<c3$5tHS;m@ivXK-mI-XIg!u5tUK_Idtj0BiPqJm6
zR5pPae!q6eo5^blI|CW8QY<l?Y+wxxsv`eZKp348t_WxfYEPoX6WM-KYEPI224T3^
z7X0vNUGeS%*B=36az;{*e+CO`L6(H$Gm?7Z7{t=?c1(N)UdU-xj<`|}CN*(4955xq
zeaQTW?_$s(eDM?s)BtPy`XMK+en_h@#8}n#39-9d8UI#FGMv6v<2)?LOvz!Tj9uaJ
zK>Ll+H1@}18$bR(Ulln}SeO2N=<Q^$KSlsL7k1o$?>#WT0TBBQdS!rcAq^p~+W`A@
z;zAMSZXm+~u-<B>x)c6*hFfFhghA3wY`wl<_o%UU=RLtPflelFz#a%GD)uP7Gd5r?
z%)FSwGFSRH=jtu<8$dgSkmMjt3e932$iQOw97O1&y%-JtXPKn%(y`8@#sXkA{V@Yt
zAiD%?9z5lGV^vkLKZgBDEG`}^0K;BTPN(}{lgB`?r7V5D((3>moKOf$if=kh`-G6)
zcKX|Xb@Nrx&THrFyXSw4_QN+RGS20Lrbh(E+~5lsl<_jrwS-UK8|QKGZ)pxac<$DU
z+Al1$SmU_tQQDdRZ_j|w7^X+o0ZI{zV3(kPd){54fI+W;d%Lv#QR4_~Oa&Uw@DXyD
z$oNso%ZFe+G6@jC@xnDGqwuxE7SOvEA?2o1&~F2DI0E`y`?G6;T>OC4p|3dB%DO4_
zzdlD-9FBJd+Qp>j!=Y_}l#eNRxrmOWFqeRh0Ih}pClO(^@=vXriW?%Z(i=GJ`^^9&
zAL4jeN7LNhCwfDQd7dQ|@HI)Tp(~00OnHIfVL$}`X}Oy!;YN*`=uZTPqM$ssrP?p}
z&t;GJgI@T4Zc0L&kHBSQZJ<T9ECmRoB;VO(5<HTtbtxh-v<uQGemM?>g#5$Ko7yhQ
zcWStbH%^6U+*fx80hmc_Sf;G9)^|%P#e%vJP6|aC%F5R}?2k`8Q%iR%M_<j3Dm<y{
zwJb53?Q7S2X4@u7FgO~Hw^3fsKBV$DW0aWWefP5Jr?o|23&ys5x9pp<A<Ig&B_DKl
z(qk=|i^|vXdKR^DtJW)o=Zv54f7Jaj!E#>=I%Fg{!8VH8J{di!3}mhYR*ZNG^rfB)
zv)9<WJamfScU$tAqy1e=XZWKx;#c4f>EM#o=qSo4y3?GS3>t=Fc<^yE`&>A>D2)j}
zV<S`7mGQjH3q6|SmVOo+T+!oq-QmsoZY&wtl{ucXVk2a4pw=zZ7k&gl>h<H4lX5`H
z<%YB7EXp4v4XRn~4H`?md7()5Xn%W-4h5}Ey6hhuK~<iIXBYBY*)@087byrkWfJA%
zk^g-VN0OiQp?BmA@x8)&Q@nN4SFb>%txQX0-uxHFpC>v#CH7>D$UB#O?><UJwB{J}
z_HwO_VU9}t%&6Zq+q3~7?`M7u2CEBuMw9D8hrIHVf-&mBs_x1jk)8)pBX4hx=D)|-
z(>yBb@;+tPTTAgt9Pt<^CMGJinD}A8?&-`augO=Vc*GZ#G!ou1y2Y-@LYy*WDSmzA
zGivwoO$G)&NVbb`YAtMIRH0_AgD|UCfad-Z@O`xj&wVfTO?(^&Zqf%si<6hLKPa3J
zKG~1)^JUl!O8>Im-qD@IFgFTZqCc&cf4e02ZZLEP#p#)zj7W$PDjuC>1>dB7nxXwI
zr2mV%eNwE~Vs*XX*d5<2#^Y!9>#k(BVSZvdzUva~*Hi-Oo*cL-jqq2`!THxr*`l-a
zCMI-PxPQgeP*v-|v&ESuYEMNMsiMm=>&+*5{zex<+RyJ^Sijl1;h7WniNPMP4f*So
z8`#9*ypVrb8R*A0r%V`A2D@5i*Pq*pTcw=ub(SH*dR}iAoZNltl2M%fLbl}7T8%<G
zyWU^Yo8?c$2a&2g(4Geyn%+LY{f|lc4FFMnynrYGOC*OG-72f<ERQ}!d~fU(S<gY;
zV&9Fh%@E%Tk?Yv#D3Y#z;Qjf84FN;CiCZSwVgsR{;D;)?`+<a6^%o_(cw@&-H`fqN
z&9J(H3(y!#8`zh?qcUom+jEr(mZX@Bq=GK+dqR*VcS6wDqlX`O1kH9;m_0gLRd9^C
zpWi5@NtCP|VC3SYTZ{fsYag3A)*&AjL>P1kyp~P2Fhz6vf=P6>_OZBMeej#&vVuOR
zaewQv0)g3ZXs7ka+bwZ@dMr^XtX#)c0q~8M;G*7Q&l1xhkt-Z4Q2&Ujh(1xMiM{C-
zR>2y&?&{duTd62%8Zo=%yYag#h!%{pWnCO@3|W8wtZf)CO2W*;Ltd{q4P_6_J?tB6
zH$OtfHcO1V9AnJ09mruj>Zly17gMzqHF!hW5)gIvm3xSJf%yib?qusty38^IasjU2
zi|3y~&yyB+Ek{g^HC|Jn*24F<M_uGASQ62vg(Mo4)#TC8pqz=?5J9Sp(YOvG+pcmu
z#$vJ2%4gOZ#oo3byS%XzZo(>f$Y@}~;BdqoMo(e~j^9lX2={?+qQKk#+}!W;!BR1$
zIN?1ZU2$Bzcm~|F1)6&q%wF&PGC$nD4h;z*k2a3cOtWL$@bUu^PFR+)o*aQ02~9^a
zYA9z8x#Ozz*PX}jepX`O^TP1^A}tjTt=X@W*?Rep5alkjoI=#<ULJBACZF6-Vr%YM
zcEs09p?^zz=duhFz%=%FM<b(90cnnZuAepnk4rS4)A)ynk$}$XCzJ?lD}DQm>6Dv4
zjO+b;q`S&sQQC+M$cnWpt^At7Z7lkO54*63Ae1PbY1WHHJ?<@SF564Y&cxf1AJZdX
zD47yHXsUgA8RL$x&w<W&WV6%}PX6b~d8|j0RsS4x>7$AJb)qc~a$WMvbyLVOH&aKi
zHDwtew05OGm-G6etTP;|Hw$+hC6c6_75}zp^VZcGCPgkK*pg#gh?8$Ge~8Cv`Ql`N
z&|)BKxxTHshrq1U*`qExwCcAn`cpa`aVNKuPO^e<p$Hm<_nKu!oqi50z45IAH<(gu
ze9jnF8*RPIP5Xz#Pw{)6KYH^vbLsXr+ofoEviA|!avkkk`NQZ}S`XX8YP|ri0vYN~
z7)-KYRZzqb^=9ceSfj=;IIO+M`&|+&$BrLlI<TKl)0q|uubmpTis7Pm99;W)$P>yj
zu~d7Mt>q2gKKw_ZpEZ9?T!k#}1!7ES)4_+37qvLVggS%hWXIeM@F)A|VV+?fA9Y+Y
z);$pkj6O0~0mb`O2atzA+h^{uYy6{T9L54S+uD$|Tt0aa92?3Irjzf-ou=VZ^Moh(
z?iK!UoLppX%9e%;4CKcTv70D$zQ`dop)mJCNPtBE@+F@AzzN`7M|pPNQT**F{2ow5
zGM&?VCpT?+PcIKXp(aMu++6QdXu#%G$_VKgO?!>6YxMdv?K39mK)^t_3V`e9Snqz7
z!aJw&%#QQmA+_%h6SxIsw?|BFVzXx$mdG&y4X^)T;{QQo<^2iBr4~L@<)(|k)p|gJ
zWq$B}`Y@nH7VlY;A9)8KrJT;pd72#0ZFq7O4Yxqi#I@0dO2q88kh&;@Oyl}ui2wQ^
zhRbXUJAFUMZ!N_EpnA*f<A3rJGX~QkOlllluUrj^B^mCLcc>7C-D4!HQdvr|rfCzP
zdgy@?&h*dwhx{K;<d!Fa(Qh_vlgw<iK7X>e!hFvqpn-^^(6r^|Mqo37+jztyt{#m*
zd9@Cw54bXmAe)K~K*wUcK;n>a|La3k7iRBwB0Wrv&jrKU@jpCrI6<tI!M$^VtYBnj
zWNxt*T@~SC>mPZ8m<4nyvCR+{7?Vs@a^=2X0XiuW_{&Ebke`w3>wyDLHN8PJFJw@P
z`}vpB-V0)79R)N#$892?Ad*mp_u-+Bc{=|Su^r<g42Lrh>3nSE>O`JmIEr=ar5C9q
zq9*KTU6);psWH3fg?(uubWlM<)q}Co47vceb4=(MlOI47<JHCYb%Ahlcqj~n`-&h)
z7}yGul#&5-NNCu{6bLUaS}+{HTW|)943H;LGhqh3rS30>v@8954?koutWF_&pD{}t
z1{~@gG??ROUpKio)3NXYZ5m1=714wm*+%S87HSoA%H!YyEy()dfg==x32*UWT_%y2
zMviNK(l7Ac>bIw=5&^Tp(WyhC>kW9EGage>w1@<J>5zkdI?;TMgZo_1hFp#XSu{-2
zg@gQWu0onshah?VZ#P_ctUr4z#d&q8(368&3@{BQFw7n(kG)W@NdEm%M(2W@)$6%o
z9F)9Vq*HW%d-g?O$Fk}>6-riXQ*hUb6IoC*k*}go`}*&>Gd?34yj5Ir+MqAk*-e46
z$nT!rUUC0|6+3b`Cp2mTeu9%G_cd~>wB1Y=OsxQ+Wvz$%*1zV2ha%r_3>q57!XE;n
zDlt$%IxMyLL2<;~^-E)E5;NFg0R(T67BpTXAJR?aSfu^kCsb%*xBEpjQxIXY)DOPG
z<U7`fo>jhnv&ZwF%g(ym*geljGe{t+^AV&U$eFp>Zo@P6GtdI2&3QiCUTDIVaO3!*
zi4T6`(_Tv(#)sdDtvRI7G~8wm3}BQk8>viJyD1NC5b93Ed`g!eH3qr_9(f{96%x~Z
z^wBks6@iK3>wzd?6>8{(FBVDsYWqve=`?_?MB<yDoPSmH&Ubv`-1Y;R1U^6IpIi70
z#w~)fVar(nWGH%P7eEs!>c)Y=1-6W{{{3xpA--+UHq{Wo0z`<^Zf5RJ&dRb}tO?y%
ze)OAs(djse@GaUiOf=DN;=A%q#3!Hs7%{T{j|ey{3p<L40Z~rtgAN`I<ZgIjn~^s3
z0HNPLd6h7}K{7E8II~G0QiO4RnAjW?!Bj_^$s2y)>5@a9f3W?c9fN2`a$eG&OTF*k
z_kW{oVImuuhoWACK-3`-1RI9~c~IN)03nl}0ZDst_MCtB!p*ho5m3ELHVh=!c@nZq
zzPVpq_ZG%aBh>pp!8fp6H1U>7BAo*N0WD6#gBPC-|K4*RFy~(;Sk3rTXnvm`>vZll
zv0>~dYIl$l3%!qu8wBJ8hPv*HHy^tXdFr|CI%N<+*;AF#*nHt?z3g6)%(&eS%<RaS
zx$Zz|a|RKg$dLIhiQ6xD?3e|R+iEM+tY`y;AOdcx%tT@$pKsW8Ap=c7ifcGpLrMUS
z8oz_kDv$ZW!5r1N2Z7Ys{|+#VDExY<vCg41_K%d|k2bHeK81l}fcg@67+%;7n{f~4
zs_;!FF@SS;)MoE<^bx8$R1hPIp|!bzv^DZ`uSL`yjbSyBmp=bBr_5@M788X2Y>3#u
z2s9J|rQaF*;ZRS>>YtD7zfWxF=vbBVD46UNN4N%++e(*~$Mpa)CC`C{&_5<?7-HFO
zpVKTqrug5u5#JUWd|=l%f@_e)TKQN>uU3ehnu>zn%Vj0a7f=NUCk!VoF7k@S^hdFE
zxJXFOB)ZRjpaURor%Y4DC$X6;Bmw0k0xj!mEXuQ{A)mh$xe80pmpxK~M%`a7oLMeG
zgF;d_>D~Do0If&cRpa5#%*&?mKdE21VoC+vvfNyy_~yAcE^W>G!OxSfxWsYGo;m@2
z@8mfBdeiaRm~3MRFBHNy#LspKRi1oQ)|y&>x5BXwwNrMU{)qAU=Hl3Zjw{s=$~MT|
zew@YE8D*!2QnSRI_LVE5_x32YBlvkUNq7!^TPPE4x);{IVFCKd#-wFRB5npSX8nAJ
zXZ-f~>8nC0aQ))T73sUFlEIqFgAyDb=@EI1El<dq7cA78b};BAqrYOJ7pY=2f$}6t
z|J_Rh#$u~S_?y@BOzAcVjcWpXC=g#nTC!4GL1^v-So8!{?-1zm12u^LctWsd?=ku@
zQj_z2lI&!oLDLOjKobL45@~5?hzb5j?|y5bzF*2ymNBniRs@Cca-y+sR<8h0dzqTC
zyP7!HVl$~eTHvonUt(@GVQ6#!bryP=?B(a@-e1eZ>>`!c;hH*kU#_{$ZRxEgx`&+~
zNYkXn>3ja}p^QN*etikvHs{iCB{bchI$}HVjFEk0?YG*@sI3>0iVyvjC-V?Nv1e#R
zf}}?>4?yr?7sqoDy6Ycj;Z2D+^=r>LMANhXCcQb8`jEHL<%FnBZHA;Vw0{M}HRtXv
z#JcFx^jWDPbyv@Ekmb@w^Q_{tHMU&dY$*Ej_NVexOc@hh3yrL;gv67!3B7w3m=R!}
zjVq6|-PHEQW2#TjY&x?4VWsXin*1Dqy`)P}uteN9FUvLu)d?fq@Sfb0s1P(q$3*W{
zwv5FZx+BL}bxwLFw<E8E<F5?Ubl;bv-<bMbhjr90@&L)0dM+%uhey>%=5eQeS!qc?
z(E`14Ci|HUaHM`S5H?wVsY%!c>N?uxHS0rN(Ztp})*GvwY*Iu#Q`Y(yTAn0(#W*LR
z4x{Bw`GGb9?W39<@tb+>yo$g_ygi%51TO-aN;KiW#hZ7j81E!M_dV+aXmxXY&zYHW
z3pAF9h{<gLbtpAjvb33kh~j4ylnl2T$vWHMs!qUlZm*yf8QFgK_eQ<>e2jrfxS}Sk
z%ABPt>(r*m(~}3=ZIm>7Czm1p=X>v?j|=@2{vWRPLxuX6L}wjf5f&9?i63kA<_cE*
zKJD&psTP_c7zdmjHtu<stP=MoPzX22V6AbEcgK)sNMy0_ov&wyHfBhTecxuZcaIow
z{_)c1R+dBPVrr-yif)RUmN5M-=s6=e$I9I(%yFZ(&6Lu{9l~jpO@~7jNQoU<;5FG>
zW-$BRguEhXfee|qbvtW4i{vsqs^+Vmo|*2GvVQ+gke{1~Y?9YqmXyNfB1bYYedM+0
zxnO;R{aWC0v8t9u&d~RwsxJgr0+07HHwlW4_wrdKU!OY+j}$teHvRIBCS;H-D*R#L
zG|N7yF{G4e$K89?#noi!#QN>@h4YVuSAToen?_a}Tqf8AefX5rbW;&W?LW<BbLzVE
z(tR=cne6=Bx~{d(?5KR1eR3_b>LPp5SKC}7*BzH@w;Z(Bp^j)HA=sMYeMCGc(=8>m
zn_`OAb^@l1n9}PRDYxj2-!CTwj4qMKJM=}Cv&2J3ooQVo{Ho!C@7@H8ApTIi%KoNs
zeHu@%Zl>f-)x7Hh%X-I)79TNU^|xWjd)LWU04sz7E$fqu<HYyPxm~2sY3FU1t8=Md
zhu_b3eh3?NWxYGjxcp6%0ELvZ#n~Q8=`lStLTA#lq0(yIo!Q<Mt_{n?3Gp#XUvOVJ
zrwgRI&+mtD;VU?D(M627-OEQ{IRV{TrmjizJ4gK<ptVX&Jz;)w)tHvsm6qpXH!5%+
zX22^>cg!%o#~LCU$G$l!n!BIZ+gFpFCQ+YP)#CQ2KtD}_?lVKalG^G7=}jM51Yc?V
zOYv~ykM&u{)~4w$*M8*PTzLe6k>&L~l2bqPjAGsEq5OIQ{X#n{lJUDLam%ps=K6&3
zyYr%M$B;6qbNGb|SjTs>(UQ(YR$3{4G{*>wlmtFrsk=rYe#m*Tz(HT1cC$?GTE%I<
zHvg$^4b+;dc}mj$$T?m<$}M!6o>6Evec1VANGB#RAqH`E#{JUc<kdi*MCy3G5=sc%
zGS)Pkm0(J2TY=u6{6C!KZ(rJC=&yP(nLUsqc8=R{>{2kwTGYRoo{;PJZtVAtZTXRv
z=j(`tlTQiCHkTentFKCWgpol?ujC4kr+aI~GOi`uVD2?49updoO=&A!y~DTQcI=Q|
z=L&CA+ssC8^u9xOndK&zJ=<4y6*nP-G@B~p>e)dmlLBugmS6I<#jj8b$ZTOw^0z8A
zMm^b-!`C@>VJ&{iMX>Y8aRD5O-DcIu9DkM^JAWO-mw0uKP+}XtYFpgnx7E?qI=^`l
zE*1XkopOA7F_Pp3CFLYqG3Y9Z;o7$ISngF({SHR8)Yu|8n!VjXM*E4I*(`s#{a*`Z
z%U#ZB(-o-=I$5ScYg2b^X=_s-{9Tq!+mq7C!J0)AX%gI<z46LX77|WR1^Of|`U0XG
zPd<JIPekJ@juLnIun|sE-<YIt@1mV){FVebJk-<NB()Ho-VI4vo*OJXFW@ZKgR9Gi
zc;v#fl}ftanSrQzCn4TwT&5w-hlpVQFY+F}()-e<qij)|Yo@vGy$&)r>X$c^Ej2-Z
zJE&l*wpp(ll9AfbaJNQS)j_DvIR?%`S+<UttB17)yeoS?C-nn=5yidZ@`wy_pu4`9
z<uRqYkU4Emjl{0$=~#&m4h0@RgJyY0<Q0_5XCUTR%I``K#N>VQfzjP@-RQ_`Td$=w
zOqtG%zW18p@}<J7cWg8IN-(ww_)vI4RmwI{39?6pDa=zm=iOnLFH1ZC=M%jFJzf4N
zp)q5=63i=(ze2$or1sHIkqvv2E)2SqaQ_x8?RvE@?`*^=sSYV1wfC@v#Iz<!-#=+Z
z_hA-))G&qZcjh+0F_9$5C5~QIQZqq(Vr(3RJ*KhkU;!&GZej@xsmf}Pyh_e9tC(+8
zoeZR`+OXgnib&nqf2-a=;h<wX%Y!oM8-b;A=4lo3xti|bN5kOg^XEPXsG#A=yA)!2
zd?ls(Bb(!c-JNCDF3<OnyI~|_9HUm~VeN2jv0UDmA($U<_I}v*v0EEg2&M=!<QpZ)
zlW%7kQex(EULg^^kl<rg-3yEvLK57EFL>_#wyfhcYH9E<?KGh(byO?fSfbc0#{;F_
z7UZLEOdVy?ei2qWW(xyM4}|1?MUwa0j;lq6O0n2&8QVQ)+I3icTCCT|TaAMv=64|H
zo1@Rlv_Zs-#Qh1K&-+`{Nz_gzEsxC#)Ej&;%HGS^ppdP}(F+|vF%qx$cUt@Dvat$>
z;C2_MFE3A(TZUuk&}OerdoDT=q0-8C8&hT>wlztV?o!}-hSFjhRU%erTpxe&zwh?y
ztXF$voA}!Z(vj!|)zT5wDI4{=`f(>Dbxn`F&r~Ykew5W=wJ`H|>p{=cV6}lF6I*jH
z2kysJOQ#{flKM)q)j1`%5@OO)^ULhfH-=-_Q228+lD-WSKS67)eo(j4r+@wWy2EAl
zC-1kH6>F<Fd6<?#`f2A}o0R-b3Z5fYdLU(BCKM}g-P;6!0quMXX9^VuQ;}US`VQRc
z7nFDHgLi3sRd0#|DNnu>Yie%|PYkTb9=ns2h{>w|Np2k}E3__k58i3XJNu<-_2T2t
zG@8RUBbZKUyM|8o5B2Pvm>;O1LYso3_LH%Bj)h>Xv#?0%eUE}#mmV_$#=t!B8xl?`
z?_D0CCe*Kny;G=de)w9*3Ezo%Yr*1e=k|jm{Y?#hBYiyHWcfc7#JlbVT_rb)lZAz5
zPBK~v-CM^q`L92HDdSkRzPBwaiY@isd<M=Y$T`h%-C3^vS!$^%!vwy+1ykF0NO@B>
zsi>HN(;I;<52YLiR_^|B4HNdqH=8qCr=K{K)V7NSHkD#nF=e(9Ya`GwM%|^3FWO13
zORx6+Hu0k`od6f1@#|}Y3<}o9@>dVBFK7<p&5Df(khCF%d6O_jWkDt;+zMJ-<0=O?
zA*HtNT@jno{!azbDTM``j_7+_j}C2sMqjz-a`%E=RK2Z>JaN_!=h19x5+M`KIBNE?
z4!56;Q){A$T!c77r9uH>srafoKUYiXaiWN{G=I=mTn#Dm!}pKy!!wlm<0|s>E&V7W
zFg31bWJO_65d1kvab(xxeL(qM0)b8Jb35@+DyOYhhyX(eEvB|qRLr^5YJ_<K8fHXP
ze;0$#t0MWy?!|f9o!Es@v<nNW$z72ferLzSz9kepcV#vP;`$zqzCFtj)zrzIG^I62
zu{a{~p~?iMf)>@Iqw-z~#~&7F$~dxb0QjwjtZb$w^iUb6ujfrq2Ba_7Sa{0M$eLH)
z(^0{i1(U)RDkN~Za2S|=kuK>ScQeP*)X;2*ilFqSi_klwsoiOg!;|#gSMxtna@6(r
zb#E*hK+`Pv-<>AF%_psR0id9<@jTsFGnmdg*;PJkd<!gp^j9-a4F@Ui^=&Rc6F&Cs
zXm?kS#6B0BeOeaF-fL#J=zVs24#r_SmUTV3N2YIrt4(OTO!!14G>`S!>l(A=K>llm
zuzLEfz3Yt7G<@xM<klL)kERDNTllL0ynN<K_<)Fwq67k0grp1G_U}as<Nj5;-HXX?
z!By4Xl*T}{a|1n#49S=FIWgz>TkL3FLdl8C2$`c2C-Ux-WY#%G-)CF!MRdn>vui7N
zPk-@=*8($1CYGe>2y}hTM`3FG&F*YiO4WE_Mg*S=Athgf^+s8}iNG}4r{`waba$!j
zIN5h=Icun?_F6xUXY9yBBN5l?c$U|xT&M)o$9Z!hFJ?coZs*_}Lvs0qAeW<s*KU8Z
zI{6zfyQJ2mgH|uu+Gc_|{V%=~t?$e~7b`$JHtPTG*x{_aez9edp?d2e{W<r5@|2<<
z8Z?Iwjf*q){O##ixClSYC$I;(Eb<htXh<0@1z9&a7k(#f<Qv!ib(~Fl)ia*B=P^;=
zzskz)LGQfkv#nWC9OQDyLASDu{1y8Rt&6KBrD$mP!*VntFVkYH%W=knsZ`~^{k&II
zO0{`PU89eqTyh$R3k%sY>4*&FbvGl$4sq62o~8ECtCPad6I)Ny+I*Xr-y#SO;K3-m
zE=erQz)lrGM6|QO39MvDaFoLuWT!QbZGACq@<HBafAZl0Qiw9Y&(G&a-|-MJQ1!MS
zi#*8zA*h99u)xFYbwLpiEluR?w`*URWX2{NzxuGF>h&69qGNXZ#qgnUI_665%#KUO
z^_EeTDI&qAu_C2kZJW<@>~t77I-<4qQGJ&hAPz}&7mO4)e;~NVGgQVtB!)~$VH(Tg
z=t%mZzTWLT?=y#SEQ`NHahbQqmEJraT7R5~8j>gO_)p5TQx?g+uC3)=4Hbrn4`j~y
zfjAxahoVP>-J4<P^RjVpL<YWtGaH}SdNhQ)KAe}+ide~E?K&-`H4Kskp0*eW$w|+X
zlfKwr6^<~Aj(Prvfpv8A+q?3<^SqO?<0(5X3~edB=ShV8Gs&dR^GHF6ocJmiR?%W{
zF8!p^q;dqbXQV7kRpxG-{Tp?~;NU&~IZyYuS9wkH8sfRgn(h8_|4C#-u$I(f;@ZV6
z$9!lg^h0-+ppt!+!?j->!)FroX1(qR$9B>tb?%aKe3Y45ey!l~!`aA&CmTJNuH%Ul
zW4cd_p>EO^cUU8BREoO4gb@DO#eJzR)e6^NZd{vzXJY642-)%OIYf^{<4?LTVy)5r
z)d)<SSI2pmDNV`tcl>Gxa&>>;bkp8U&^1p@o~(gLqiYrMid6>h!kCpadUh;XMW7_q
z+2WJgP!S)^QNQFVM}cpepz;@i`M>PP_Uu~(uFjTdLwknx3nRR5eABMy(4<Pt3CC@%
ziO=gIAJJvkZjOvZo%b88YuF2YJfRCLB=B)wMd@`x)Xe4}Jkz*fE;jV~wHdcyBc~-2
zOp0$Zynye}EfL<@zwqVcBHwk5on(tIH3l!TZ+Y`4f#D;I<)4G3D=ltE57o`BB%-ps
zjLEFD2?P~FXYQd2>5<wa`A*Ok45li(#j%v76v1yLY<;A%`CVfj!f|%lcqS0k>1;RE
zpcA5^6|(dP!@w4KxoUk}r7RLPAA_%n*g1MLZB`gItR598Bu=?XEfev8$Vw?}Q<djc
zE`=jr)^YL_v)D1055DXlJ*805G&-hLIo095$Vdk4(5UA>e$q?FkkYB_y~TbXj}xvj
zG|&D!J<DmVi}t{T^WIX{<WE+2h0C7bQ)Tah=JI;@{aOi^=;FzD4Pe`SHDY6!m<#1=
z4(OYHj%)2d6E4$h0*&zfA8w{8y&t%-!q1wAWJhKki_=+rau^7O$Z+dqLT(ga%)Ok;
zAy#@udlPYj^LgfV>XuQA6>ENA-qC?q^u<c8<6%X)Qn+=Hsh&TTG9LXo?xQgld$#VG
zEM+`bDYT&)IC&X8AwtFX-&}EBf69BM`oI-SbT|0nJM+U2&ik^<*kpBddO4SDRlU1@
zIWE<g-p<z{A({V&ZYgYR>1AWfm^*16S9X^esgxI?lFlnUhrGE@@53HgnNTNtlw2vD
z9=M9Vrb<D*QPWST#Nkj)-}CO>ll+`~{;AGS%Y+J}h;;wjErYwuMrWOXS}AK_<Yl+%
zyztd9u~m>G()=qLrNyoTxh^*E@a4MX_LpMfRJFUO`-d|qd@NN@6kpL;R>UBcc97ua
zkL8s(QL%4+-d$P^kYW_?ZyMyw8%08TJll=;4({PF$(+OSf!nXQUmvj{{;rD=POGhq
zKfp{*C1;(K$H7va%A$`}x-L=isVLL;QlKeOn#vuLqK^Hlm6df*Ai&yHp-2ps!^2MV
z;#6>11u4qEq^(5ZYU}tN?~e4AY9t@y&j(RT4B2z`bXO%zbNXY=Tfa1NE|5mYjb>{9
z?wQpw(e|l_CagB)3%2_z&~s!Nf3nO!H`YQt;5{8nrlIZA9U~mLc|IuN+-vVFcV5A)
z)K-Vm?L=w(Q*K<GPC&N6!?mAh*naqD5~tsFtHf$Xu=8eQcy!H~jhW7N?rET{;<!p)
z#Fs~7vihi4-L2*pt6rD6XN2*p<_gk%6nbA4s#J=Fz7UM3+cO&yC<M}#EbN*#h<BZP
z4Cuv(gb)+ikd>B38wH#NRnDh*r(krd-@`v!N(zUo*I~#a;(61S%^uD2(xALEZ8#PF
z!#t94BsvKi1+L9*sdk9iULz*k;88X9IV@p1^{w&?vwJ%LUf^l@&T);hg*nhMkr#LA
zlocs309{>aA@TCb6F*|aY3)!ENlhiuE}O}mp+l5*F=VATf96_$hx6%mty4X$7yG&_
z*j&x@m!Z(GC)1qNRVwmpzz&P+K<TlUr3PLBZB){HLU*IC9X<I?HkGJu!8St9lp&!Z
z7qXdR91K;7pU>bYskYiqO`UCyP~4v%bwhF&949}$NgcaK=by^4f&}+Hld=$jN+>~#
zZ{o;h4_Coegbm}oLRh-DYOkw4K3-E{UVY)KmoW48xM_2vv-Cy7fzUG3uFI<CS9+J3
zrQNtG>nu6^`p5~|PiAPWxJ>_#uD6V;^7;P1DG6!mPHAb7u0xB2beD8UNJ)1$(%m7_
ziU>#^l#rH?kZzC?>Hi$m&+og|z3!(hJ=b;3%$^-H`}OW|z8Q4<`V<5+ak_O>oOyjY
zcIGaWpkQTLbw8+FepOH+*bAlC$~)tlocnF9R}^N1V>8p1wK<`%^q^s@`G<WVo8<WD
zTcNFwG!I59U*+rXzu6YF&suc+s?0x)x|(z?7oK?A@bBVrO<jl}`AT}{Q_N_X7eLop
ze|gPjsPBwP#pdd3IrID15@ibQs?^)4h31Xx#kQjjUC7V>Dn4a_=7iaWLYY$4+zdDL
z_0slhwiow)1uKtEHO^n!Iq%{-OIpKi@Rr>U3;#Tm(9_JTxL9zBPeY^lUM`;W*lq7e
z-*xP)UX$#TyzgvAY@a5%bT!+@e@wsW)@&1AXQ}NmBFGAyUJqHYTa9uHJC8md()#p%
z)SEuO20dCy`I9*2xL<OqcdL$8gJAE$lWq`)<hWdu?3wJHeZ$OJ(s-ZkH_+FDjLh)v
zH}RCr`&?pNj%4*66Cr9z{9e-Nvy*E#jUrx*gy{hDcvCONxc-i%haFBmwbX-D#oU!g
zJm++hgnPcL$kfc^B@KnME3e`M)ZmlflErPv;<}nM;19%a>v{=q@@&y&wc><0&Iz}r
zp}mfbr3le*2^C?l!{4JWd9ML&^NCT^!Y!S{=)P}1-@w#;el6ds`JrX{7(Otg>oTG;
z3ThITxcZhPHJ1YuCHi$<<%3DBaWmlua$~4A4>?7^{a4#P)Yqb(wGM2o4a$1+XYl4&
zQV2y=p2gvu__0fVgaVw=o(Hi8jYB5>-KZvF)>C!UeIV-6>U-L-F;0m}e8GhwiA86!
zfo~RsiBE{)L*?YwC)Z%bfANXTd>}9UIr*R%@%JCZ4hplT=r{gc<dq((KKs@m!=MuP
z34-5o()-4|EXpCT>@LhbPY>qxG1`STTzpV6uARuy-!bc5Vv+Zv^SS}IVH@@xo*p*|
z{URgSd{(CEi%yCeiS6Nol2E!NU2V<rd6Uf=Vhz$&jWUbOQLwCb+@3(_HL@L#5-{-%
z2w>swoA?O_6}>65Iik33N%KajGwss@ApyegBIFJwSU2sYqhqU8+dNm=Yd%Vnef-<;
zy_erRYjk7}Gr1)6qwN~a+O^*5QzUCzG{A@0$sR!Z3f(#`UN_+&kW~vAchjmFgFCWr
zUFW~6^}%u}d6WHTwdm$_%nnrE*YB;U%=S|Zx56DlS_@}PrEsjJ48{n+8CVTr?|G<}
zW8Oz#6Y1y17Ge5JppVQ3m*_Y?><F1H&hYi{aS(~E3TK~y*}`N_LW|<Dz`Ic+oger~
z);eSEgc$<P<zXEe8;uVq)aDLF2;a7wZ*1k<&)JOr<$*jwlqjw2SX@IL+iN2lG1pSG
zz$SYY0#RXnZg%Qo%3X@3z}Mq_?a$b3I=0jiQ%_+vQQVPomduU$8+Ap53WGdC<?JnY
z6w~9kOl=+4elJ+3k2?!|v#<Kz#`xEIhP|)2|KteYkX47^VC_OhjT`yUK|{7G`+dV3
z@zOI-G3;}WZAbl&)Hk@D8=|}}HyGGogs1uWUl|qM>UmLd#-xJ+NeUj78n&fTj5~ac
z*DiWk<%Tb)?>=slbD!^c(@!I#`mp+osJzZ{KNNFoR6ty^<cV|5ApUKDr<5Kcl=~p{
zaCt1j9;X<iQwu6rWW|43GY(sDNc6`7!rymS$2kP5Q^p7S=S&tQbu+G0p!>hd3VHdi
z!wx%2v8O%0*P*TzKZ-DHUy9L<xLk%Rzu)1~>ksez;vo(+7@D=#zn$Dv3ShWwqALr^
z^kyCCF&e=3G@ki4h!~aiUW90v^zrj`ouAPx<w*(>JJ6PW^tY1t1}ofb3S@^*TS{og
zwv-=xZ9Wjy{M}h>BU{72L+AEA`P<}5yUEGZamNv2i-YMrmFfF1xBGnyrMj_+#5d<%
znQklAqo*XAzNOpV1ES3T?PF;R#)LI`MX%SYv%YPozhNO-7m90=qw6bW++n)iucz$g
z+ZngXXfN&9MXpTU&(BHdCy8N=TWqo5%Tn*}uNZ#;qRHQ0pO3dq=Jy5ciORUiFKA)~
zk(nJX*ssvi=h6v-)U>vjqwP0oC2gQ+E9i~m+nknRTu?ukY-N(pfx=ny1$*T*dd%SU
zisNJmXWVAoc;x4SEhn{ytSd+iZx4yH*YM>Y`%n>KSPtUQU0+cVg?@1EhBf$%aY~Tv
ziOtw3WNQ(j$@**9eBPpQrnX4beSLetsDC8lk+@~G*4O)<apvQ?*Tg;ZTQxnXvP?{f
zli#xC+-TG7irhksud6EjZ5h<+Lum}twxh){#<sL5t$OcRVM}R=b5NP^@?7{K1ml6M
zY#K@6s!?rBax2LM1NLx)SyGslhG4^G2P5~V*5*?wj9N2{#LJ4uvg)uR!FN8JyJy+n
zyA=4j>lXtli*p{wcoOsGc<uy$LP*CsAK}b2pEqjiyLnM#Qi-$F6FMSsoYWd!@nu!y
zTwKk7V+cMIQE)D?!0IO^<_t2%N8SwAIX=XODuy}yNuS=tm#%q|uM~-(bpPBhOo=Kv
zhlh7t2wx;aLlqvRVaKTdEYkEm4{_{f`+PuZLC%0zhbms_-PO;4=3tAkr6S(gSgs5D
zx0Tf~klFRJ=p-V#OX5tAmCI}=NbYZ%A1_?h>PN?DM>iF;P@s>>MhJ4KUUu4K>=SDz
zZe>l)kMG39FOzq)SzON#u%V;yyrWfLoTYl~i;Vv?!!aOFT)+mc`(p4>Gn1dgSxFhz
zloyKIMZRc0wjVK%kKDPK>=tC_g_;?Mxa#wAnjg=3l!+||doT%w_u>vBsW!PLPD!?g
z&A)QwntdUTEJfc%`u@4OUcKMP@eR-WZzNQHIJk@c<cl8btP3-s)jhXc3sf3GnzVa~
znD5_)m8*qOU`~5Hw;si0m_t?H69~y}{8GTc{1mPl_c75P4pIM+V3u=W6;GKSbTzzN
zCjE?TRB9;qdw=#E>L<(7nsK@9Mn)Sy%HDE*0jC6<MqI||ZzWtuQa2pS2PKm)Y$#ej
zDc?GVnb)-&Ox@*jQCQ4k@7W*Cmk(ov#hqSAN8ZBAUSut4Tjl2O3fb`<nTq7K!&t%2
zHYhpH^AUs&{0!CkUD(5sS)%7Q?StZPgo{E9Zw#wnd8oNeZWCv`*2Qo6EbuZ;2>R4f
zSiTaA!H2a-5bI<7B^}7s`9Cx;h2~LV5IpwTyZsz7U^jg1sa15|Xn*w$mfa<3uinzS
zT{ui+Ter9u2^c?d9!dUasgqpuRe&ukZNTYhgXPK?Nq}<+wBQd4#Ka}<EQLGan5MYc
z-^V3i(Th{Z(3KuJ_d-pU;oVK+QLrT#3(gRz_)2t(GoJl!4Qm~15T3k@i~ECwJlF4{
z{r68biW^3jU($|s#M6~~Ng6b8hE{YG23`ulKio$kZV0mzDKo5ZHm4b)&AgNkSLiXz
z3w`lAxKmc_h{svhaGPx(VOE$vmcJuEI*H4Rv`l`iVD502iP_S^3A=~L?WNphVMxr=
zZ&y?gJM269=2ds7M*UR%ILh{9&`3VME^?wFrSlMrcAt5ZqgGFCoSqbkXHKoel=dZE
zolsCM-bLWvy&!UISJwS(T`^)KpAb{oPJsX&>(#=j;GDQ#9_se3@7bxn;i*>AhS#aJ
zC>+W)Y_74jtE*|vcD4@r!-u9GQy8p_Y#pc!SXAZ_FNiZW*<HRKn@8FRQ+;RBOw3zP
zTj<-WcGec~k7tW3PZlOjTNwWBR2EG%jHj7>R8;PzePVG@^ikHKIG%62$OxGxB$6k9
zg!Lqr=~te37M|U*W83`Lrf;#u11om<!(xA)nNr4Y_y^2JJjNa5#n&f%#F?X<)m%2F
z@?6lYrq|<yok7k}opo#11r#c0gT{}hG5ib6dscA)xL6J8ydsRkiHjtM#cEnYX-*dm
zzL7#7qM_#~oG(P%M(28L<Sbkzif;DT2)o_;2z{fuo(gy7^tSWtn9g>bAmS;Pu0j<3
zJ3%voa~S+tVmMxy^U#7MtMABt@=$S{UA35b;y8P((T&cw(Xd|CZi!E^4}_u3E7wO9
zmOe+K(a%mWGp-?qQ%gQZ;E-~>D&sgq#k8fNToG1m{QBGE7<V?H4#lwdIK3}lTs{~p
z6ju{wv%`<`N2gW3KLdG>AAgy^Qifp82O?zJMNLBG!;#!Z`R_3+!YY)r{R%HeBz?4<
zV%I0&?>!`Pv!)?j(HwSgQ+E7&V!&Ia?47i}p_ZQ1t`qy<grpJcEpBY$VzxB$@uSc{
zRhcvO_vN!%RiO09RpCNeJ^oGhgfFZ6%~N8lnD@&q)c&duDj-iDZ}aSp)O}fbr1w05
zudC*(NT(1{Oa2UL?2s}4&m62UuCDhbSdV6{l?cCYOmU8xD%G*CW!>||+p{OdoQes{
z2Ev1A_CFm9;4?nH2dbw<%rgR&>Q>u<aF}*l7bujw3f*=4W_yZ4$22<&OlShsm`hRI
z+T@?qs@*z#WBYCS%Th#Zls`FWu<!V6${A-J&mX<x>mtphnzAOZN4D70c*oDSyn1Y)
zOLqAXGmP;i<Br$@;tFnN;0wDJNlldaTN?G<jwTA)AI?O>yG=c4)5;+bLmHP##KJOS
zw3B3cTcTM;l9gz(d>8H3x9Et=Z-}F0eFV4zw-@-!eO@O2=HfEXikRwCesAQJn9h}D
zR({eO>CtvO@L*Zm@s|lF3u$Cne|zwKW@xt;JAb=sGIPss8eU-?;#Ed$uYn_igX5jg
zo3$I}G2}&W%f;{w4R=?Rp>W=GHiB-oO2^)<xLW0Fz43Y-IBs)pe6P8rM^{4j-k(WN
zm&eZAO3a^iddgfs-uoWA;97K1_$_ov<$}Z(G94p7;PA5MHarS1+zUWpau>eTPK!YW
zmVd`2a%+3|q|EC-uGT3#X>U2;ZbO;W#ga9>l4DR_Ykqog_*=CV(f^w~c4zL*XN7jP
zma$Ew_2>4{z4K;xRvvhWbajs=`1Y^DV1VsXm-tQ5Mhy2t)!6PLSt25Oy1EO)YP@4g
zMtAdN8n<!=9u6&EyIGQWoAdd&DT>R%q4ErKNPS$eGE_ofI{z!YpNt&kx_Y};dSSp@
zmP@1eJZ1caq1$5bbr$P)g#J_o$I3-5PHAJ^%~tr?<B)#{P4LPle&sOIp8S-)fYE2>
z_jc!96PB-`mY=2`onDJt-WC!CSq86r67A0GiKbxVSN@Mzf=QC!<m5-bi!9?ys~)J_
z#>9*|<9pzWJ7wXjsY#L>H-j{*I_2KDIK}ja^i%Bq;qCSybM9kIvQzz|CVfZ4H{VIZ
zgFBfWylbFba=i*~(&3|(l!UK19fQc)2ty4AQ;<a}-3<mX>Q87|iCOMRM#fe%@tKwR
z=MP8H$m}jjXt=wK6c1|~fc~Ug8R~~@q%+MAj9_>20+p$8JUAdJQCx*cm+_owCd6Go
zdlwk^+o@G+<tC!BzI!_p&57&<n?i$<Ls3yQoceji_Mc@w?J}}ApBHMdUM`+1tp3_^
zcIF~>As8*coBqur;nc-j(}RZ70QF^1T<kMV1`(Wx9${4^uik<?l@zjYet1EWKQlmU
z*4`JNKtnEmZqOur5F)2KK=LWL0!oMM%Jb1s1BpuJUaSB#omTcj0F7<?noOG{C@Duf
zLXnZJDB{e7vf3M5rj*AqF^yss#;5sGS`NFfnQwtKZMaTfR~}_5t$?rje*7$9*8~xx
z5UKkzo0oXfSD)RVenH}60yv&d$c|x=2z&=g2Z$B;m41QZ{sjE4aX%6CCL;?hy`m(l
zS;>#4NuyfI`)m10qq`#s9dLZog2)@fl1}lKtrPq-oH|Ie1?GZG^p#+r-?L_%Xq3N_
zDCqnqcLpx!f;L6z*W)-(JEm!rN8bcFC_gA9AsnJ0_Pxh}R^f;>Bz1{VQK$S-QXzq_
z3Zt-x{Q}wfo^zxkE><bY#~NM?Y}3eolZ*(jhK)^snvr2t>Nb+os=W|?_Y1*{uw?aq
z4e3h~#wKtFGH@NWR$fvs3QzQKce+3*lKyF9w;7{E{n9<tpcH{h)9dX*Uqy5LAY7fm
zEIb#JE^=~*?sR`}DHne(ShtF0@;a(+_7SXQL@wV@C^a_PI(eF2k@IoqmzStku$E6w
z7hH)o!Px~Kb)<B<js~>oEs~pV8M3u=D4h>&@#&0D2o}ZtDNSTuUBn+4w4~wjVTXf#
z<LHlAqrD>(;3A+kuGlL|J<mxp74Z;gOvd5!gcPhxt(m~pc?sM=Pt;(pNgBnU?dIXO
zH0-3+?}u1-AJ=AtI;44)$F%p#P@_*xGY6K!tN8Hh*;956Kct`Dd(IWU$G%A>qQtXn
z^+0RpH>-$Z+TAi%3+yo2(jm5}_ZMYp2_ogXj}w3ul-eV!vz_=EDx4EJFR~lmhd2;(
zi+F&t<=wSJctq@itUKc!-{&y<mi6O=CnFop59f#pNr8)fR_TYb)o3)_A8GWowNy&}
z-HhENKr;C(Alc=Zb1>ccrn8wNPUaq&Iu5<Pawk$Z-P)rmT_jJc8_KIT6D8940t*j&
zr+`o17_pEY&(B{gv;W*D{&OXq6n?kPr5qlmz^OSP+#bv9RgfLgoCFVNZkJ7#zdf?h
zEwnq)w%tUU^K+#UTMUo8G0pm6#1BaWDV=)#07yMXA=i9hXhv9gb2g``l;)u#(ckN}
zBMqn$0TK}cY6zywAKf?&e}^qotD4kGB-D=fIOced=?h+0T6K~x5rmt5`S@h<;lVf2
zckXk}+bl?o!ZjiLfa+lvjaPrkl1vbn{<rNJW>q8z)2X57p-=6u0AoKp+!}rv*Ca?G
zEZDDyq2k4Ir?)d@On5fVqMf5O&u7xWF9XLp+ET{&wGvLFqWe}J<j9%cM%2<J;W$Zc
zzn4i(i*EniSk8ZsD<Pe;GM+<iniki5@U2t6vy}1N$!8~<Sn}zx=9$m2{Njg&eQeH=
zR&38a>JU#igl{DXHq1$<*-S#<4&pIRt<10_l4nNk=3aZj?4K*~0XWtna6vLZ<+R@D
zm}0P}8+g85s%TaznPH9(_L>d}Hb%HD9*md0sJ9|{9xK!dPz!b+Yug)?QBAjUl{+d7
z1O)QRS$}qUoy%ZLq6MCV<Jotkbf<ZLCofPBmHNEb19drM#A90|<WMp@N5sP?czW9T
zAWLlb+fs@9hWzP^&z<roWQ;GzIUhy|V)j$;;`pM=l3?)B4@Z>IIA0LaFbe(8W$W&6
zxU3@i)CRSFOBNbRhV<~B9OiZCK^rt%88bc@@HvEhAVUyOT8IVy;tt=lF10VzcF62z
zfow`X8<QTU<DvJRr}9cfgdz^w$1++WxEJhi!pZqTqt)FYUk7)9u3>xkViW0NX|$=Y
z**`fo(;%2w>kwzxu%~3&Idm!T%Qst3<{g=1cn`{YN6_pT-_2)-PNAJDU$ExpteHjV
zqKn*mwHl+@_bL5tlt2xXMeXS5Qf8)PX2*_PF%2SEVc%U@>pC%`W1atTG{mu??fLn=
z!CTV6_U8$j-CRHOK;zm5a8`o`_@hLEA)XOK6F{Mz{~&)sEhk?I!bmMw8Q9YJH0o{&
zFVNumpFK0Xx7;H-82qv?&JL9*{rNtQpbA>@OZ8rl4WF~PVC&V84tZ%f8=ixMg$=am
zkQU<_-3A8j%hO*SbD_Fn#hKwf^N<NVMkUe4lz)a7Xe0qgn(%@;H&*pGYHtFs$cY81
z3LmmH>r0x&-j{SNvE3>GeF;Yd&)ExH+oUn-u}mV1GoE00Zhowxyy&`5dj#uu{;5I#
z)u(SV!_sCm#9UEHO4?S94^Gzb&Z-r0P4K!SQ&LP0DO&1ln@8jbV#n{Pn;{{mzX<vr
zm-FNSkK6!SpdSPdT90=-BHWJ36xPo9^Duo@#dR>>8450x@(dCC?<;UX6`ov!2IrTm
zfx#83e{PVI(so>AcgM~_P+nz^WEfk}@G>-(eh)oGDR|iN{(k1j)N#9-2F7@k_#*d*
zB?xG-GwsL?yx0B4UTytj?Up}A3$0a#E#&Gv;8=14$(*z_q_}J#?lWhrr|2`_MBd?;
z+_*}W#Bef~o-b#8z%#~&gwOQ0qB<{U;q`Jp)QDJVVjlgrGyYU6pBW)W4a#DkcDQSv
zHc~V0oXf5ikv1wXg0F|77kQW)CST?pd*(^{Kt(j^W{~V()4mIii8}JBG{0`Yh!X1<
zTC{UJMXs_4Uv<j6g!51KkM`_rrM|7~kJ~L@xEEXhk~P4nU+`3c7pC4S99{`g))1o6
zrKcT0l~ZmG`t4fC^^iQ;hB<N5IYK!;9y-qYs#w1~Q_7@=HlX|i-XluF$g~tr8Y6nG
zt6T2EdqKfotPfR1auvU)_I~Mmn+sbFMTqcNR%SQyzCvZiuF=D+A-$pMi5dHwoQwG^
z_vaC>S9lZp&TEJnADyz*_rERZTfH--A`<v-h2^^qxo*a-zg}9)E{AC5e#p8_zpNtv
z#Su+LvsD^V<1rvLHuuD>?*7tf7CZ9Hrtf>Nfpn2)r6kUbgrZ7lU(B+1P9~~af80iQ
zP`g^{k_5_U;>9bIzsfX*2&8)9#>q6gJwg%+hb#QSnMb@>5zcwIlcLH@XOtarIFeyv
zpe-1IxgL|kWlW%gMr0L$n`Er?mL=ph%$o|Ma#CH8Yhm~ntfTY1jl7&o`}&%4L!6$R
zRFKelMCz-As~+kxSx>a7E~(d?xev*(8`p$X&1lw$zf}Gw9Fz9$24yy=Xe`dFTH@3a
zFUm41v<$>U%`EIV0Xqd_Ji@6Yzdh3#+0Yuuxax6EQB|!bXiK#ts1qBC=Z(M%1vjDF
z+!4kYr5PU#NHL5RzIDenVo-v8bEHIkSxA0aNeB%R)0CUk(NBZO9>T@2w;w~{Lb_Yr
zb_OBEI5l`errkP<E1FZxqsu){bGT4PmzDO+bgnoaDvt@Ao%5M1DZ|WQ1RIqzuMAyg
zvq*MI>~UJCh0WlZMJ9s9bbUp_n5?p}pl`~Ud{6Y0#d&_(&(%}U2D{+_1T8WOix-ME
zMVRoLBK8JcT8D$^lr`QtV_~t&7Po?in~k(ynWO$USj1-*G3WKX>-fesg5A+}@p!3*
z10kVB)lT%()W|dPp6I@MC=8YnZL$k!3d7w<#wTJk-k`O1&bPsEZrLut$<=H)@&oPY
z#@4Ev3T1p+=#4m4u$IW!%hm97dZQDItz6`W_~y%#7PYyI5I0EQh<FPajUT36%R4=y
z95e@fr$b}Z&niXMQm#?dRzhL{DIkJe#iI*_wwTxhncMTQRg3%}$S?e?H<l+<^yHrE
z%q{cM@?j+o5EXjD`a;g@uC)jf54ZSs8DZL{puRR8>QQO0X2_WHg7Ul^B8=671Rwx(
zWm%bq$=Kn0M(u9Nj4EGkSZ<zdRW0+~3O;>3_AJ-vs)lWTi}~nPHfP)0C~v>^4bQjH
zhxLuT91a^onB$=RADqmt@RCkZ*4!T#QLYkflTC;2T&eie<c-@~99G_DYtgYmqo+o6
zdVQF4<Zc~KGrga^s`=WqazCzG;DX(}b4v_+Abs*mJ5@RJGKHPK+S4#~-M8ZPE7lsE
zO$%77^V<8emiHlWRPqsBDX4E+*tvQ8-!k`&M^h<^rS5~aX{w`>m0jnX<Q*{tpWo_I
zEo@kU&rW2PMXwicgLP>3dt&=Q|NXiXP$CTlT}9tWe>awiK2pjP6Kw^ZFTAu=2oE2=
z9JA|B_ycPI5pEJrK!#dzbf)2yDI2~G)9#)TfI681-mdBS(Hb;;20#zH0P4*8W!kuE
zNQ$xhUL%nySFX`G!-oY)xUk|&?ox(ZFCkui#e>N<WgF4uk>@sgMRsNI<D4aU3LHk!
zf|J76Dtr{8u&(`A3nhBo_i^RXgqM{EaWB5=Woo@vURd5Y%1nidQrQSBo>r1w^tHa`
zoPT<1IBuqwsXU{M<n{TM@~oC^2#xj#hjG|Ra2LLd3C0HP0(4;q+d&{3hz<Zu5}se4
z7(D<)!Lp^w%v{z#?qAA8n%e1fQac=`wbA|>0I%y5+6FWE2HKN>j!#~W>|AV=)LAjF
zmSVUho#2p6t7p!QHes2)$Qi+kg-vg(!N+4yuGL$!Ok?d)>pAsP<IH_t5*v#{0EZax
z_uQ<tJgoOoUJ+~<sHymP=Vwi7VV|jk<o4+<9YaK|9rpt=k244+`*R=O@rVJYus&P|
zXBL+^xPwdKnG*G<+Yn5H8E$|i0L>DuDb+oEk{SXa%waGp7V;PnS&dcTHzUiB`V)ss
z4AW90>khXIX~L4((I`0K)-(eb(8{mV>RGp!(4ZdooJ4qI8uL%nIM_BgNpU(>dxP$w
z+b3Huw0fC>re{+CNjzu3wM0!|_|wV`+g+Z*mLEe4i~ikS1CKN<Du;>ZzZ6Q885;#O
zKnDo1cFP+Y*#9+2=BMH4w7qJ|Ad&Dr0xec`kSuplC7v6EbMO7*Fko$T4*>)N^Wp5P
zRM>EsB%r?0YhtPW_%$eK-W`Lup<&;BVA}alk2vf_AK-R0i)D%WbQ7{0SeGIKKo0iz
zpD^*zZU82cHEYsj{L`NXm>%F&lZmP=?}Pt!fzu4G;X6#_^g=VNa!ICRt@<eVl!z^N
zdp@eok50X6lK&G!yn+t|z#_KCB%o8Xkkjw#H>dY6`%A4opi*NB7;kMO7?XcVMHg`J
zT%Rv~JgkZY-w@-6B=9hL-g7a-DlIq1(|y%6br0av+{w>3<)j|rBiv<QOVR=3l*8h;
zS981_^%etNfC96p-*aXSfY{gov@`0Yr8fMhHyEBqH41QEN@|(z9yanF)c`0apT}JT
z$QvnW6(R$g$Hw35tTu8feEw@!&XF+Ln{6_^xjKj93-7#X=*r}?>rxipOR2h5$>OiZ
zi&y(gf}%!hf&IE+sCMXGFd0S_nB~~QoW^FZP1W?o{pZY=zJ>;l|E7=t38V?Q>tA#1
zvbX?g)JVd`9vVY({@&ud!+VDkfwlkI7I$IGdbdV`;BLKQP$2AXH++m|SqCOau@5>x
zJHCp=aNDQVt^D6_V*~=ksZg47JD~7&r*oOZ8XR{o>wvs*D1f-6%$M^1Yc>=O1g|W5
zn5m%v`-{W|uFiW$Lz5{gOOj`B18E%CyT3m^CrN?>d{Wa5sy7e*G?C^r;&_64_uVkD
zUY=e+dV0X1oJ|ZM@8*k989Y{`$!{1*ixk2706z(mq9E{yr*LD7ceCXuK|N6K1VDtV
z(fPg6L|OE358&lfX=rKz0O%JYzU>{5C%*=_8PMjsV1{%2{C^DR*CP`|3&7kn4aVf(
zw2PVW{PPIn9M~8MEmrA0ggucMA3+}NcVxOewtf8<2Gg3hU-kDMBq7S<{3S_sY)Y5_
z2H?^l&v2vHEifQ7z@So@cAGMEJ-vh#vS0FQRR7x@Mqmq)G@$4c_+juj>JZH;t$W3&
z%Hr2AlUbT!jh8_kd#N<K|I(he(2lW^C$Th8%g>;L)`aEMd$%s!A!PT{?TzVJu|nG<
z^`zDxqX_As#>EM?Pk`HYhkb^GIE@onvna*rI;u1d0Tb{^_sUJXI3ddc>fCF89&WNq
z;{-shYn3Me%5xvaBWti4es}H-n)EPNps{3LueD<T{7Yc}xG?+29eEXVXa9{fKS85h
zXec_-di0}W+ynuMBRI<$Sko&%P&OF-X5VxN8XDn275V)mcnNg$3_t8meWXvwppt9v
z%6ohQAk>unv(`nqHt{R~PjxpK`B`Axzde1a`R;DZjmK#Q6k`|5nSb__ATQB^fp(9c
zVD<06|A_j=@FV{qkbO)y12V^2It`Xjr(r$N%upW@fMwd(k|_C?OmC{ecA8P5GTXbq
z$Z{h*o`0GA=qtD+b%J1<CeK1$7a$iTc^95hBMAj}9IXww>L>n>EoB2h<#+dWNfw!Z
z1I{E1@)NZym&rQ==#ZCy+qzdwT&wR6>m`Ok%IS$sQfP((o(KO;-5SF>mV2XJC%;5<
zv<m=*b_SRSTc5oC^_@d0owJ|`;q~2?4V%6^I^Y}fJmC0@VNc@(5rqDGcItV!27BOt
z;48wJ)k{}pZxTJH0p>frUh&Vq{J*ADRnMVYPp_0Mzy<tHAAPUo*K8Z5`dsT67UsX>
zZ30lH$TO%u%#}%Z15SnWxt<Nio;o+fwn3$*Oz@Ftu?N&GEU@v|h)Wdk-`Swz{~43I
z>Hiqhd1=?l)_6BEnZ4?(n!lzEtIB@E!3loD*P8P8%UVL<#&G0QP2XcMM?U4Bq2C2a
zyLUL!QV0rYcbjB~wH(ZvN>jfYcmnuu2q2g;!aCF6IS1%nz(B3DG^&^Xtx9y*szl#?
zbyqW$K;@M(nXJ_O&}mc52y`uP0*XVvKY|2F-AyW|9*$1SOB+X(J1qgtW6@vJ-TbJ(
z7X5EIZN`d6$26KC|K>G928MRIwAJAHvmw9*0)pW8Vx|Ok7_1j@j6hzMS^>Tr<I8>J
zFDZYxC=U=oFS_nqv-bb-NLf=b)q76Ixn?8VI8d4TyJ|OpnZDUDE+7Td45(IANPvl4
zQ0uhR<)aokaW9ELUZ;cYJK*7V0}|+*ctCjx*y&C%5U|C5n+O1P99M-pK<W$qlFayh
zuJ@`5ILz=^{@HS?*`la_dn9Pl1{>JyLiy|+>u{3}=`Ap&Y+ZMt#2yA1lF0NN3G9#u
zh>;k7hTMs!7NGYz0YBJ0D#z`ct|@>3nu4Yj?o#68iAJ08uqxZTiZ^V_1zryZzCoaF
z`Rgzjq<;VcNPp}VT}j~V!v`etmOm0F{sg5j$pQ&jwL(6)Zjc_|0Q@GpeB4kv7hPWT
zJHV85)RtWPXPf}7267W!vivQ=KO;^&gGyZz*of>t@D-qGou&*uGK!I7xQqD{e*FFE
z`+;D;->6K6NuLn&SSqFS*`*FW2C<-VI;bR;QI@#;TO_D~>@?uV(*iW>{(Jx@HxA4%
zNkkz6zeEA^OE8oN_<)(Zr7*I%nEpya*pMS300y&D^JZbR3&FwvL~`lH(|3{FH@sN2
zhkslcY+OLCg4+%0&+BiJA=R^?-vx8!GTVq>u;@h+*uMiBayJ;N*~gyc1>gY_az6l>
z8XcXG?Q_Onl~(nA^)lt5j6EPajScz^C9e@)-@)GQRtd2hY(@)>!dd>(D<P3^&#2^6
zmpEE~cGZ4i$O^fO>ssZ5sBvjQP#|$jTl?zNR((ngNN;otZe-&D#opXnpguzip>W#+
zUa8K%Q*Gei+sAN&&5_K4Lt_XR0X9Z~zi=c-VV;t~Ff8RW&>EsjKz06TAs=;DNx#4a
zhE%~dWE%Czpm{{2_6$UK=GlPZd*_mhsF0dKt;c<H#p53f03J3f5>&8gm#Y0GpY9(!
zBc+2msH{fRBnyBlvXqEIQoyB`HA$zD>|)M<)mvh)kk|n~!{GGQXrYWLP^UBnJXHSm
zGZ3o4jB0dLwdpUO6HIlvG+332)+gbxtqk@FI55<BGOc7LQW(kDL-_=11%w9sVbL=T
zn9_3o15gYO$MO8xiP8;(7xJofIP~AKDdmdHKzUbQ{f+h1u$$yH{{>FeNXXG3@(7ku
zg`JAPzQ>rxsh2=|HHiTRsvs72x1R<8<)>pvk$ChftKf}@z5ajPlMCNAz>>$dDptwD
z-t_L*02UhT#R-ztD1UN;4r|DrSve5U#0JeiOk$MJ|B)!42sRs&-#9vTW-{r*9&fpt
zh5-p8V09X}k|VAb;GVFI*G`_p-tG@c1kg&6XChuvRNi@Qu%=lM<cp|Z2a*04?gdES
zhlP7I6?d!V47VAmAh<FQ|F3_7F8N*V5dk{=$hG3;Uq~bD`-fpxHQdInsq^O>WQ7oR
zzEz{kS9P#KURi*Y)3iT@`JF_#X&BM~Ks^hLWffeY1?EcpSPG}YA~Jlb_7z{h{<%WB
zfU_CELd0>ETm64L6o@;>U^_h7$v@8H2_k}SYUmU85A?>Z97e6v^g0R8CF?Q1qykiQ
z<0B>j-X`D&8nH8?cIcw>yxFKCKRXbY76B{7vtK=TOp6c19qqLyoe1Vq!&#3x-WYt~
z2Fy`DD=EP36a~$`$PTZov;J@6xPdLI8=nK)ra!9+0}ny|J+*EajK&(<2|SngOc!M&
z5xwzt3#_+)3BYR5L8E?67l7I6o$;^XA#_J|U_PG1!2<753%Ucs0hgk|-4Mttf_yid
z$@{N|>$_;H;yM8TyJ_H=?0?fIfr<}v6%i3{|Jf;s!sG*JuDgP$Y|<|eK8aJGFQfa>
zn~{D1`{_{exa!m$iWHDkZ)9gcsh`*#38WT{KS6{1Xu3WO6AB(7Osc5LZrH+W#boT%
zd9O6H6#(IhAznbq06UrCDd{i%3WWb#m7B1=e)N!X^8TN<+H}67aVAHBF|Qykwn&JO
z#Ka3Dd0>{Ew6za7Na*_Zbutp6czynWn4$9fi;5pD-6~d67j7^dOCqP!C(ufdS&lbo
zdf~BsXW9?FfN7UXiGci#4E^NLc?DWBL-6km2)4-NV9^5|XC=<RQOSY)0FnjwL3j3G
z29o?JHFIze#$X6g$K=U&>1SSYc;T(zA@Sj(oX9dRlpLZM9t;PouuJ^Nw0q0-T2boa
zo$$pDfO?ZFiyZbi-JEZ1B$*AQK0*g2q<8Jg{&#$eG0VTzUho3IK{J3A=!R$b8k{cv
z2~!d85<S6&-LWSem_R;-uObsh%Z3Y%kuyyvuc$YV6J#KF?!o2OSbzu6{!3KqQB*o2
z=rln8HXBKTt2nzk9t$L(z`<x9MZ+fu0@c$amVaPZ*dyj)%g(W|s{Y@+za)kwe_vvb
z0J(YzvDi5(K5*-25K$|2_N(oR(kR_4<0&Z+J?C@#Y!-xv0XFG}EpxHoo!EK{4)5pR
z*%(>;OFv*k`W|QGd}>}wYwcgSu!(>GgNAgcFsqYt_j$5arul>WsY7ujC~%+A0t=*m
z^t0ArfQ`oW_sp>0x0A$jW!gigbshEcl>d9_O>WpIk(dwwj^dwD8b>vmCck_-M9$)1
z_w5ZDAlbwE@io*-^%{;&KH*r0bsY9lz1U8Cyx?hGp=fb<gF@*^eFX?XZ2!S`?|umq
z7ofowPVOT5_W%K$s@QXMA_eG%*5IA_<WB89#$5n~g(X0(c+w28^!j1WppW!EXrhkp
zE}}eTGEY^bOtK8=^*j_B+PF>pHb_UI!5F_m_vR=Cl!0D}cR1yQX*v&UpMD~E;D3dr
zhONL6omS#ybkkjQvwc`!yMMdNdVCX8e_J^QLmdCe6{&`9HNarD%>c<|<2bMnQ?~gc
zpNoDx1)(2o{#8rNVN`bhTjg&marY5!Fhgd4*8ewO?~a3u{^_>!jU+i@L{zCrcHzJ#
zrSCSFSth%7bEi1DkHjFPdo5dGxqwFm>}JWez`R4{#Euf728SmsrKq<=x50<1Q0qgh
z*Vj`_v6oS~SG|oVExZ2U{N+phaV^WjuD?~Gm%JdTZ-I*Etv1(r<=BU^?RLwUzU5mZ
zWv(2%3l>w7hDKeX6{N^I5MuZBGjpr9VTM5VHmkl$e+MYx*imG>A>Vo4BX1)qD6XmS
z!ofo}Xzv8sHf7<)zhmUzw;(F{bz7&Z^w*<PchLR@F%8d`hs9|>4TyYog)mr#)1V5j
z3~AxLyl+i~4#m+=wI~MT>t)_>C`I3%cg;X<&YHt5Y_8HuFAGHs^B+eO9TbS96(8cr
z_JG6}R&HSN?f+>*z_CUI>;g_Udzi{5LSyCE_ZN9Q)1Og_hB77$Rz9#tKfV|qkna{6
zbR5oGf4DHnqwV}c_?SS+2-?OoZ1UWDuA6sgCB(vc9qpC_bNpreWp<ar9}p%mjeIKD
z^iVCf%mU<aN4aEx49zpLY+||1g&N&}S9+w3j|{V4wX#q!5JXQ3VadjE^yoO%l^^fa
zH<z6+4@343o5Q!d5*tr4Ju||$=<nv3*cK^0kBn>FN4*1b^s1GO&5<%8ocC<Yjda6*
z{dbG2fRd0^Di`*PmaWqBrm`}cTkl-(Yq(vgPiuN($hM6t{tmJP9f-{ALgH@j(u|jI
z@WrSA6rbgtt_^N-rg1gNZ;%=jcvz-w9OGCLKD!@Fo+RDgaVUd^p2eHX{&Gyft9fd?
zf4SHTs0t?7p2(iuo&TD6;sls(3^wwfU_OwtD)magk!!Wb>m5fO7dX$Vm^^9=uvyPN
zi0jMA__Zk~E~LU5ovd{-H((k2-wC7^Y+EL1Owk5`R=WgT5GBI|pwby1b2dca5sGec
zzLP)Wj7^5p7W8*^1i@>{o|Hu+88a2zv?n-OriJIG*`;eedtW7Gy!FS`fQqF_V<+!%
zETvW9Ys1U+_}et2GzV%mEjr|EfBp0JI11r!?F}~at%LDokJ(ii<H|66pM0EA*SM<`
zm^_CaY<%{_u7vTODWu>cE5U9xeg#TvN3b!SP=v&nDb=!k=PEyyR4qe#spyo3yIid4
zm99hEB7AbB`7b)cMBwZ*N$M1FMb7LS=bUd;Tv=84ba{mWsTn-X`Ss!x&k!o0<-9nN
zAbsF*o8BkF5T6`I0{6GJM+|hiB>7zyV{I9bE(qZxCcsf~IDq+di^Q<Ud&}!(gzK=o
zau#NrJbKVnEZnIt3wKPl<vH_&8KQ0T&*8qJf}c<=kj!?L)j7F3AhWZev627uTCjN5
zB=hw-tj)YQSH$lc9OZx8OsVI7&G2Wh&4C@0el@K~0$U9eHC&)4$b!Oe0Y?i_WRPP_
zBxFlwF2f9`TqYbT6)!5pqNk)xkS@k9et=yISIzMMQm}amI3Z-Ho?23yz4`FC4`Koi
zgTbh&I_3q6B}wk@5Hvit+_0W`*qH=FrxDwezua(D80&hinMo6@1O$X~@~#P39NJZ>
zSvA;wwcJ9S6wj+Xs+fc4!A!Fek{d3wJe*-_=2Rm84>}1xJw^*jz!@K4d56ZHO2?NK
zypT@%)chqvk1>YZx(1Zb^;(I=_MPJ!Zc)FKA!5ne4L|z`zSKGlJa`Ca>{iMIpAHVU
z$z@IP7{(&={1k?k3Z-d(_R)YG5nCO-uu9%qkVXq5aXqQ6T5Yai;=gL8l!*?mMDO@x
zmS|IFNU|NV1Lx|Tpf5^;Jq!v;`N{_d=iFCF-a?a8hTRt^f(NBL*=~IevJeS)c#O&J
z-4?)w>Z*RfV7mm0MZw-<5fFhAMhWK&nw~gs#wgT7&MuLV^Lw}t|L*#K*LoIe?KxU<
zOsv|}1M26=jm^4>dX+a{N*S|C^c|We;lx2TB4F{=PW7Wze+t!+tZPUUA;LB6W3PWf
zCl_+%;3_zXjY08BUFV&BM(AUJpm$OcLW<>Sr#3RNe~rtrg+=YW>+|K`CjB=Z;zkm{
z_|k+Wa)POYJrfc7Wjzx`Ia)baM6eiOIDvXW7hbLjrDbOEXg`iNj2H-s1W$xSzRP`x
zWJ?W)h`}%g2r5)CL4sN!4&?;&5cTBAm%C+_Xy~b#o|y#;*zB9eME)p;Z>|56(cDD=
z5~wec;5T)xwWgk%xK2HGMJsSqfZ^r#ysRHeG>E~p6TaIwJf#Gh6c6n|eGMv&C;B~6
zyGRN)!2#e6Fgr$#rSkPr^AXSxcR>t?2C#6ST>ZiMM1}^j^gXP|w<+?}`@#+(^1cc~
zb^0$9{)=kvzWXIQd?Q7IlxsCAe~7R8G(;J(*Vzf~ffcBV8>S1n+3x3^6f^1?uw>7_
zdcvZOdO`%EnA53CExT~yz$Uw?FjydDdbr%X1h7?Up`5)57_JP&A1$`Ra}Bvgge}Wu
z|L6V-Y<dIzq~W|jj11Yct&GQ76px$KcZxuc?16$Ks)|>?`XDUEUjlSSTjIx#2I5_%
z{J{K1U;$<mTDBt|f(+7cPoNRGwgez5=&+)!wvks!h0M{C-zpsyNiHBmZBRKZ?|LqA
z#r#*E|Cd2Z_#)MYy8|)AFi@*V*Mb6?r32ZRz3ed+R%|p7=wjXl6__QGVNcm<AU~#b
z|7ls}RG+S3C@2(zJWjmLp{dCnM)qSc@LURA=lHOi1f$vyDZ?$BN1qT;EtUa*;4ewP
z+3{RUDzgeHcMLxQ`oFQ>-&X+FMqD#v?f9#Je0U`+H=btTAG0DS{|VbF@1XZExw3RI
z-xe?Bl|OZ}2+2}0YOugym4I+@uo7W}LWlss8}0@V^btAlZ-{IN{t8^9LpN6{oEw6_
z?qL+e-3K26Ph!drBj_$=4EtEZxR4{sjJ9t<i4+hJjXBYzH0*2!0JxJd_pEgT)7q|#
zLv;;^Y59|V6*(TflbV=w?xV=@>v^?iYLd3GWV0wIeldD_r16l`{VPZ&oM4F=tpC*A
zKirnlL!ed&9AOP{I!B>k90Q7~7&+)2b<an>#q4eFAU=Yr#U{OFBXybxZhr*|rkR!f
zFj=*&oEuY~r5)qjmYFouKyDBP{{*Hc0y2~M&66VA*N?MxCMr#cxM`NIvKFtP&^>@;
ze757-&BZWlLwXF2HaaQf1afY$6W}Iw>4CGs9O1{U|EPhdQ>p0kjwW$8<9RnJ#Yn;u
z;pe8c$5hh>AgNp0Z5YP-bUA-u@7ODAld<zWtH1xCx3S)NR9X0y1zXejyHOYH1Jp;@
z{O=B7^|Ou}4s)EzLGaz<>m=)$ph6gzYFR}A7Ib4k2lAs;O)Z)cZB&!vA0V^zn+CcN
zUBDZ30jW*ckxGo$F+k{yDX%SQd{I{s<@5O&Ox5_3t8d#a@qOE#1C;YOK$4O80hN`^
zO6EZ>)Yn9xe)lr?dVmwsN!B+B(V<dhhB@52KOs8RdQJU=`HSaYJ-YIM`}+CSqrG8#
zQny9~W4bFlOWfa2qQ#kseD4Z8&J0~sT(fE4wbK?xAO>@nSV4pB?yPh6VU-N)jnP@l
zR47<$tRssmAk7Of#Mh|u|J9I}(Ya&=aCY!b3662-vsmNqKz{|j#&^#SQRx<}^}Qt+
z8*i_;8^61#bPN-P?seTY$Y93^59O!*0MQkT?OS*^CL>|@sF6QIG{oM_469?KX^9xm
zC{Igj9kW=nT==lSNj~3%Dch+QOE2gJ(lK1F%emM~vzy?V=;wn#ugpG)J9d3l`JGK|
zdQ8gY08~cUZRd5}gz|UU0a0?l-qMB3g|qgbU`i*TL;bH=V;#-Mkz4jU5V3h%{K3J~
z{SlWDVOVl{f{TzS0Xy)emZaYQY02R|Gf?lD@{*9KPWMXH(wQbt29mG9E`t)?G3<Zi
zDxj-tz=RDr&-sr;DW7ptw|$i{z<&--lH>@nCCZcAv~oY=4;4OF8E;LTF+GiA<XZEh
z8+|P!YwS0_C!b>0DD?7D(8w=Et6>8$?DCF_Q@hH)CG@J7>9v%pXM~foUf^DfR+?-)
zjflS51+o=&C!Q>6B_8Gms!k&G^wIBdFb|lT(xy7;V1+V5P38K}#mB{QVWazIzf#|~
zT1aH5(LRoj>4vv~ICIVEV91b>iP9+=>*iffl!@_Ce^-r<gvYM&!YwgxVDdHK@vy3w
zk=3%gfAQ(rGP6&Z|D3^&^#}Yr>|cM}gLce;{g+v!VsGSb-jEXQX?!ArJ`>*CPV>&6
z2P!l8WGc=p!qF&j&q4LXpRi=%@*YByI_e1@LK5{3on?9EEOB771O^zhW61N`bbKt~
zx?R$1Ajp9A!n2zUq3mhD8&)98s9UkV)2@rTXA^<PYNA{wi+%Q_{)cLA4&kdBuOU0B
zqIu6xUO<TjzUc#~(tAJi1S%I+4}`s>(&!-7mFw=OBKA#Qb5r|m)nZlY{^fNnI|uS{
z%^@@_lqYBPJ`=v2D?x`iB+g5)>M#uQ3ZXxVc1m9|)A*9Ww$o@%*=xcbmZToei}~>!
zvK2-aU0`oF*-&}mr};`#usbnsKEEJ!g8kR`&UfCRW~wFqcvkI<!oB5baPM>aIb))a
zLT-D{b=`8yL~>-{X7>QQk{=Vd-Pk%-0tHqagO5D;baPsh<C_mII)hsmG@K$~;<ETi
zpoECJ1Ov0pkjwxrHKovC^MbW7lt2Ja@1?{DjI7R>09mTT64~PKu!`vp`2gq0+51@Q
z)4<wgqU96_%r$(01vc$~`x~M^aEtoBje#;CrB9+1vi;H3w)Q7(C{s9FhXioSm0V9~
z;+oTndQ2^Qa!gsr{R<oQ1b}Yf;4dOuaTw=xmxFLQJHID!wS26g^ofyu&(#kUaZY`u
z#fxw62R+$rJvhH*PU7*A+6#2X6tT_TfM1^_b~ehZ$8no%CbPBmQG3<7ADx7pN^okz
z8Lo?0k`|K~xJ}kWZClev;bCAz&tF+v7iMdbQp-!`bET^-gL*04NU+Yxs4x#Ip*!>X
zr*WN!bX4aNO<5al+nP1^VWL29o~k{7YA7up#(At>7m%cS6(yl!(9fb9H4^Z3c!13q
zc3hi^eoCT&u*GV8y{+A?;&+7CPy)T39;3ZAA@7^e{vf+jxJ{|j$B#=n^;wI2JM{$K
zW9TQ4Bf2pqL*@KnIh;!oCw}9(BM#%jBG{G)?9vp3#dSO46EAOmig|R=87_Wh`XrcU
z2#Qp86SOwf{)<mPL6y+LME?Lr3^bX`PwKxcyDi%ON(_-9n<RmnYv$RbL|48F)aC(w
z$~sD;?6V3K8$(%E=7eF-Q&RXY1E<T(z7{F1Gv%HKV*7Mxppn=$Zov+77wKGAti+B<
zgyE1Ur`HD3!hs0q8gv9@(EZ|5TL`i^Z2v}dUv=X2Xa{bWEO>l8L%pc6>Drht?z~}C
z1l4E|S0vmoG-nuAHq~M<PZA5!!*@UNY321sDbFcd9uOHmL$voq8T_Dj!KX2^y<Bj@
zlZygDBiQUrv52+)Ilh@QNn+Pq*qPz=Wpdxk%7-r6VY$6!EzOq|lz<MFi;j1M7T?G&
zmMMR$o^d@=B%+PIaG|m59<aQgcwrg$LwL9qh9x70gpCuCU=K#CDYm)9c#_-~4)0*d
zvNvN%D>tl<49$S!AI~_;e+WA-Ck{oGHj`F{?G>Xso`gi|y3h4a_^=@Jzne|CG!x{1
zuEobicd@Z!JrbRj>mQGlMpg(Tojq$mYh&ZKt_SCU^GE02(LFE1NVT&|8$9!+-p+ag
zRUiu(vbn)pn>Lz%P020QC(+9SbP3xLs<8LdHZVk^*RqjX4$&Ud>4TDg*f#ZA8<4AN
z<W^u6nh;{{)?_Kye{N#oT$e0U0r}_;j!oV5Q)C<L`ipa%53Q!0M-%y~7;R+^drH{2
z1M5FO=T!6WkL2e*Vi7(2Fx+%>6ha*Ni$|%NefHG=ZD)>5(AT4$-bM@WAAu<KpIgbC
zsB8<>>RBNKpa0O(2s1vD*eZ|4C03w63+M3NdXihs9fJ|X#?8mGAUsXwdoucK5LDrL
zKb6f0#|<)nM45X=l;Jb;#ONqVq=F>%Ihz@Q1D53>@ozRoK8wRf)*TLKHGA9e6AFXp
z*6EqF4zl+IxUK3v^Ft=l-0ZiF*Om+Wj!IZkS7R{*p2Va0JU=PX>XVr~9y|GrUu$I#
z<Z*0Vx;=SB3NdTQyFXJ8F59%}K7USPbdvM=N9_^Gc#JM*^q5^3tL-if#>IxI<Xo=b
zvaM@?ueT^Qlv5YQ!hUuvF3@&+eegbk7m9zL!O==32aSEL`)izqQ1dhj{o5N7SrKvW
zl!ng&^%v@A*2IgmSh9(d$udwg!aaS<#2E)Kplpu5gEDt{$MK|9PZ+>>ZJ_bl#^X7T
zE~&VG%&}pL=jXzcyb`{h+j2BDS+(AJ0fr-#D`R?YgL)=W)3e-{V+!YsgP1;$q5{_^
zcKmT<L&45V8B?r|49^#==y>=L!#_(mZt%QV+HMVQR!fpu51N-V76dShBe7l|tu+{W
z4XO456a*}1W*@QoBAbVD(;W+_IG%jnj^n!@{ftBFU6l@W2#buW+*3~YwXSZ~cB=7d
z^&pvA#KgHJ-=&yarQ=X8WD-Oo4ebWjE`GY?Puwn;A0Jm2#25JuczoLsTfd)&QVEs6
zagu3?>wuvt)j!6NG8p=&Qi5V~#|T|Oq81Q$nL;%|WKyI!;Y02o^|V6j;O+cMHb_LM
zixb2qRX92aKWS!~G0WKk&P^O>;PCn>FzEZ8`hqaO<Bn3dGFmvl|GpnR#-0kjj8A$d
z8<Pa*8ZGna>kcYUSw^rLfd?tdbMwOiDW;|dq=q<N!fj6JWoAX)xwaR2!`7<b(s|lZ
z*CpAsY{b`oL`i$`&f1@Kq|4{<xcMZKshBkhm3Zkml>rKj(}Zwk|JsbFN-?03b^3%T
zz(KxHDAhBKCX`^*3mp(6GYp3;t+Ff9Se&33<aj8z(`vo&-O;Z;=ooP(QhC#4)vHeF
z;H=QXW2vrB|KmxHiIJ9|Rl?J3fl<N=wF^e8s1DxajaPY9!t9l~X{G8M+bF@MZ>xe)
zuA^OwdK|=zbR&|GlV>QR#m1K7J~EOZ#`30T?VFq=Aa`S0^2O+hU=WX)D%OwmoHv+e
z3L^?BGU&B4b*{_2C3+VuquI7?B7LurK7Eo^v1jcxlBFS)Ft%yKMveB{SSv?|NkARs
z<Gj~xK;3p+-4+I5a(s%xmC)_wT3RckIi@?Htt4IhGTmry<fd&!o;DQBNyl^vbO{d&
z>pg2Bl#I(5LRJZrz9?}XDNX|e=5gj&wyP#)YK(npt$V3!!_3^Dw_8Dj!Vol*=QHtR
z`!K-h9*4$@XVt!W3Xn)A)k*_ro((SuhkMw~8V<%ycC^j}EmjJZjeq?rHFaj2+$-a>
zFVHoST_M&#5ntqdo?JCUtgutyd4^-+7?rd;?;QYB+c25NNx-cCU6Q!-0!ct^zq0CW
zy?O2>S>%$9Xk~cB+heR{CF|v#@+U6+dBVzY()ZB3of6S3Dc$;-1^Al~HHhY9kTc|-
zR&#R4OVPU=UoJ0???*?g3=m~NO1Hx+iMCzKt!1`STQO*DG7xX9UDPa%2PRJody;1s
z3q{Mr`6?NkoeEj_vuGjA{w$So&T6_gedw<#Y71g3T$?l|EVhLv5@20L!p;*1orEY~
z4-0b3GfH!LCw_I1UHa{-;zmEvKW}qeJcMce$>e_x?{=piKISh}oJD=|vEnC$VkNG2
zhD6EXIA2y$T)H~wCi2*iB;%<UbE2fFv+|VPx_|?|rn-i^70~ZyiAc#4OXJ>-iMAX*
zx^4Sfe)Y}S?a+x}^RxVrv#D5bf!NGvK2oxB`vS|z`{a~vwim?L9E#q0buqpg54_w{
zxa%7M${M<F9;5w1t1h3Ms==nM{K>r7%J$rehld*X*TM=t_H7M;8gUlq@`S>qU6y*W
zse)f}#!|6ZO|r`Ly-nk{d(cer6Wxh6S{|AjMwZ0s=I%*~zBn5p?4ui69!}0&rg*WG
z%ByE$+sgafztoSsjoo4tifUxntCl{yWjx8-xP7mmx@e5C)5_y-IbRpX!o7&1@r*>g
z!fv8ec5Uih>%!IZ@ld<2+b0z_a8bq4EpNr`tk%)^*OjIz>ovZca=Y<#anHHOBS(a3
zzQssO^B(T)vMN-QBWg!S<P7sImO&PS|2rK1DKAN_h@Vb#+Pq>Fb3cOQLjfc}h8n6`
z#~KnWc+WJi1(ZalAO6y~0mY-N_>cSUB9CwD(%m-(N#Al|D4+Xbn`&S-Ue4{~zH2VL
zZxJEfumn?!B-5I1Q83iA%v?~OBSCZ&59iLDOuokh9p_Tb5h6yi`96Ld(U;@;<jCsc
zmd(XEuBuEslue^(H4b;(hO)00Lb%<?dOFP<Rfat4FzxY#;_ST5D9!Rfpt6WW9VttL
zb6zKeD{P*xd+fM`X3v~UqX*5$14vB_Y@a?kI2LgKe@uM^R8`IQHYHp{N|bJ-J46~J
zl|~vwO43V8H<FSfAt2o-ozf*CUD6WL-5~wVLEqp1Tk9^DvgDpKGkbPF&;Iyr-0I53
zO*>ex8c&h0B_bjcup1kH{qu6?D>qwrH@n<hYI13e&|*_-4wtN}+R3*eH-cD>Jq)^Q
zhy582Dy3_ewdyS2N()~3wFGnZbg))+*jijA?@Nky8cKxNJj7UG&@&<rjOEsvUcb?>
z#SrZs;>ga&3!9Y+#lN%V{M#dmhosXao{K<I-L@PZ6<J8uTIb@+7v2eH<?2**VNnGN
zdF}1Sa_NDv7m=o#y+juldYc`g(9yb0IyP$iorzSwsCG(Kt!8)s{Iyl%+#*J@+K6zP
zZ|z}{jb){P^p@$B!vjR#H<P5Vy;>EspwdDnHk4tV6I2h?ku(4q#wtAx{7IG3xv(_x
zKQa%S@a0~dv{3pWz9v*BJPzkI60b=ANN{>HA&Bi#7xKjhyMgvm3_?083`IPK=~*<B
zI^x51y$`S6F>I`cPAIETQofMNdY|?no9@{zZ3V(`mNP6}X5)HAyK%Grt#d!WbE^C9
z`pwzZN^eoQSxUpeEH_BlEbFL-O)Mkpa1zd)&La_w@nd5m3Q(T;l=%3dN+(&GOE(YQ
zP2ezmM^vX6sdOk`jXi2_v%Ew^3r!{#78rm_#G{qlQz@>N_t}N$M*bR&#@Qx2o_J-^
ze%SeeTZcIoiC7c%V>o!<NmP{mkNhE{TjV++70-Mljk)+HHsaTyS*>$BixAZN?;fV`
zkI(L3Nofs5i5md6vNVax8>yi;R5*?;xE+1&7+1?fy4QU(`pluSCRPt<?wu?W`d>&(
z`rT8|@wb3Q4{kY75u0rH9O~ys#8w@8OK1%opJD%I30MtPKJtFaX5(LN-b-oQ=FYKe
zeGs9V+(Txa=y!EC7uQ$eOQLGp;F)X5ioa_xTL%@osaiavE<-(-g;S~L3VhE+?D{NC
zHa8v54_O4!hIM8inh#{|D~7~*B;{BJ&RcxGZ+R6t@%()K3E~t9)TJ4mBi74*Pw`!b
zXZP?$(Hwy?Dj0dpDkX+g7FSEgBwr32RBopsd>3O*(k>lfd)OPC|K<zNS9r3U9?D%5
zCGCilP$boH92d^xj>k0~OtiDeL!^hzHS)CYc{|{E?^uXG@Wi2uU}7mGt8wEL+q+0U
zO2fnr-<@uV=$PClt#40HUwBt)DNfasl`7g08@>KazNRgdVuVvzSySNa&ca}|`^J=#
zh;UDJ=5v`~R3Fyk2;yWOq=K&LUCfc0_^FPoX8~6IlaXzQ^kh>!8IM;+x-um0^~`zm
z%?+@+Me;wHdW-JRyhj-@?O0JLbks2%DW`gHaM)dH6cV|sG;nBA@fbEl_ueLv?$|A7
zV1Wm%9n&i*msEA#J1S*YyvyM;JA1>?@Je{JV~Tsla`&B_)A{U*CZX<Sy-2HuQWobv
z9qpJNKdUPfHMvP#A1cC3)xak`=FWo^dI>9CPcWz|(7YADHXL3~H0Hpt2z#5~(vjPo
ziMr)2dvC3}bf?{U<#=|&74X2O=@L7hT9fVQlsu-V{MGbe^YT?PDvuKS@i#MbYBJEh
zz<VdvqPBkEg5--Q^Pwxjnd!qTk>x|S>Q{wu&jv;Bl;w)BN}*g2V^<9hZy$a{)Yw7d
z<Em$cH&GR&Iz{0KeoObHB|rP|#s@clM8x3vorxSvKGN`}M_VS;2Ua2EJMl~v44Ur3
z4JPYinNsIOu2wN_ufHqRhkRI15J0cJRj|}QXjzED@sUFRgK5^2yJ@ny#>!7D=_eYY
zDGhIpd+j8DRvFd{)lTwa+qk$0fB~tps~wCVo$kFl+_NSk`Lx0xwP_$JYN`9WG%C71
z;`z#}#tfhQAVkwJ7h@Q|6GQL3;OcKN1mkm;*sl-bK=UT|0eOIWw!}<1ZOS(xc*T&k
zMh8RizQW4WXg76c`i}a^fx}?j13szIjVR)ZoL8iHxehT0IkRxN239+f2=tk6{3-o>
zr~`3?h@CyUNk}HgEzdYuY+p8WzNES9-#bEcgI;Avv4^V5DB1Gab#hUwo6O4E#ExgI
z-(=dx`$G4SSZ9g+;_)||q|Mp;o`P72ZpJ@KT{UJRC(t=<vPz?kCJk{CtoHVO3||$I
zRLWc7^*`bujc~4K$U11tdA_gK?K&eGR;+oq@|wMi-ZC`ad2E!!OT>G}SCFrHU2J2?
z=LX5OB-#Fc$X;^|ieoEfWstejkE$9Ki>k%_(8Xb^A>NNxZ*9Ji27MBWXp1%{-XrgE
zst<Dura7--bu#jd=D+L1E<N})Ku24RNfTE(hUV_Kf`WB#j=M}&)1bjnmC5pf*JRbG
z1g)T5uWvL)62D}68Cj&Jczo6XonVO24d3eg3}|#7I5<eX^lq*GB$sK>e@((i{UeC_
zX3>84=`4l|b@;m{J;S?#<X1xT!ZBqsBnnmeYr@T{46BC0za$>4O;;TyZ(j(7kK}I=
z3RSqR$-VMW&Ddr*bf{}a!g%e$e)$T&#!Tww&5nPd4c4wz*paGD*!OZp2F+aRGtCPP
zfzLdw2YpNjp2Wdr4{H=_Zlt2j_zTO~S8wE`Qb!nEs!p&KU;e@0d)1MTGyqHQ^8VhF
zR>6zp(PY8>+XH4Mq*7wBO&Mn)_*-4=DVRSm2uov3g9h3MAc*_tRYnhqMT`^{loD-s
z#;<}gfDUfID+-wS%{5b+LBCN_y9HXuM*!as;!`hjAQUG;!Q0A|co3fYc@L324rV>k
z?<Fwf5F<R_nzAh^)G4)%yy?(6v^895{_S`2phQx)aZ2x=M!*x+`tqS?)Rf;sr<9zm
zEB2!m5_x_oZAR4wF?9!EI0;0mgm(Mm!zGmQD@S@4Rg#EJ&Zxq~V4J>*E|vDfH7yth
zqq8N4nHtfK5&1MoSi2Q=!u4v>teicG(qt)dd?{QD&+pILJs4%TN<qREv9;zI1~0Bk
zME>*#S~><9KlOlMxO7AtGAS9IzY1(-4M7dVZYl;nijRN_m5kqC)=qM)2zT50VQr@u
zrprP@*~`3+GGgYGr}gsE;SunyiBcl6H9(eDHd?x*!$!GSBgPRpuD-*cd?t(N%T}K!
z$VqIzYqxt<-+0N+N5G!3)N_@O@1g;q2%m<YuKvk;7*A#J`=<46Bn}_uPZ!EGTSShV
z=S6)ts8k59G=oo{h0pU4OH^A4F~`JO!C-t5tNfO=6E~@=zE(mMc9!wzZi`3ic-G~~
zn|rCbhmp#0R+86sLIZ5~3`hpt&aIzqw%e=Vb1-PK4HOg8L@eAOV|0J_zSlx|V?5V!
zgNdkI(PA$CCL&bFn(q7Fn-9M$KPo1obz`@gBlkXu9kv|su0S^*U>P^0L_!p+ypd!a
z;lhB`xM;2-ll95&TFx5RM|L-$tzW9rrKINx8^3yWMgeHeOJO^%8jS8qA=+-8$4=N8
zs1Xe}e3858t%fNyWA7b&^bn%PmH|f=Px_-yNmlj4yOZPfduz`oYj!VJan7^Sr-Ydg
z^o^B+cQq?|%p8CJ`tBTYlRX}NN;D^hQfQGJvNYgbGgZx17|O1BVS2{d;F*g01>T^S
zJ9G1nOT#^`0n0*XyJ>X#t*pq5Oq0Gv_szSONy}RuzLSjbZa*(Mk&^@0EFxw~W9Z1g
zG8*c}X0cR1O^J#C+Ix);X+$OS&wUN>cZO#O?h->k8}b`Fr3;B@S8Tpl;EWb0u=&bJ
z=ENFCGdP{xT`6b_!4cag%dC_44kp{NP<&5D#{Fe`c8AaB0*_>hSHYLjyEOBKKxDog
zVQ<F-k17>MMoQoWKX;v)N{I&7Sn>`<*RtjE(Wd0n*jTj88SByMQ+2t7D&H2<(|77S
zS~*{Sx8D<)n6V{cSuZVZGpMTF%WCH&)!q4al;l9v?{YtkOzQAO=M5c&TV1D@(5ZlT
zlZQTToEJQ?Lou01+LW03#_-f_t<xZkbih`gJ@b0hZ@st=>pJyW>b9kckpS(;AxvJ7
z#hGGaoCG_<;#4_CD%*|s9qveK!p7(8)y@4&%`e6^+wu~fjW4pziq>u>4p;PgE-+K%
zNmlj90x}xwET@9ql`9eMIB~_MUUaD)*&lCg3Vv<QMqBzY+ZY?m_G0O?`qG6Oqjwbn
ztFC^r>Sp=N{DKDITop>V>S=syulswOd*i0HoK>S4ak{BDG_l>I>(j2qd!Av)Nv0Xd
zHX|-gD<q2ZH^GZ|Lh;5jKZQA+1qgmB0cFL7h~C9iK17boAc>&lHsKIL(|WSsF0Dbj
z%stKMq8*xfxpFr#2HR#-nqvX0mGBNAvN@riN8;LAQoqkssTr=Og9{EB$JZ3Ec|khq
z1pcn{vKc#q$(GVT{8_*O3eI<t<55-K=73Wrc!2BoDw21A<xC_vyv36=jdDrz_E%$?
zy?<e4>sGJ;m5GPQ^DM)PBGikT!dRp?Oe?*z4KOg8C5ndK&r}aY#Y!YGPuL%#%Xs+M
z=zB1^4pK_)3-It2JTYWnpTJO**L_VCOun#SAD9CYV#Pen?!1_vQTz>=uTs)|QgV=q
zggQH&#UEd&qm4_ymPXJqltj%+m_%egp@B)@r98FZY2_%Q$gQ3hb9_ZpuOBe<1Gu1M
za-ip(%>9jesm3FpS|JL1>XFaSu4o1vh>%p-_lUcW?)#g=dWD7!LYxNQxs$=$1-{5r
z557l<C&t@mN^lk?UXaff0jarOV>9|OO~?CSyAW~BNfGN!C>%#s5O*tjWz&*_KA<W6
zg7wut{nqA;&wX#`X#^%i^!?Nba%)^4VSw(SjVy>CGEh!<YKr>#{ZM0WwjU~{<xKcU
ztfUx<K!gv<Ycgj!^>ioNW;F$W6CR{`PBGa<N@4~qo)nmQDkg=<4E(vFQb-gRwfN)6
zp)PZ668i0K>1BLh4N4p`^dkn;s?FfLV6D)HLm6d|u1!*g_QDI<F<E-WkF{jYa2g&j
zZHAitAf4bu={>BI(1+R}(4UtL`TITmi!@F~ZZ@9BWl_#b<M(}cs3{S(oqyT<tWrSd
zV8ugjf_2wZEii^-5R(u(Eb}4JM8bXy^3q7}2IJ!vWaA1FEQj5xW~6(livpJN@00cv
z#oXD*4I%Rs_U)OlQHYOK7X0l3fmGW%f?usjS13m>jX3Ajm*hv3@WJgt6YyK8K41@!
z5mdB;#h7uL>nOu<{7tef+Wb*Np1h1-Sx2<u*<xTVX-3KpHVE%J;b~V*6|xuL&;GY$
zu<Aiql))46wSW!+EDIr%gf1V}p>fp~f>|d|$}u$akx?^&G^*U&4Jv#FLK2O7W~OM^
zXcU6=il@T>3BScgI2Ey^MJAd8H(Z30&v<D-wPG+Be)zzUxF^v|qmv}RK<fXNM}QQ+
z*4)o3&TdLlB7bD^V#*`Mo>ZI*8%Tn}DstX>8dDG4IelU<UE+%8_8kY~P##gf>6y+E
z4;8yYPvgB=`D~+;`93gO#zrjaenXU$-(BRd7V(}ZlZ7e)%`D-tDJ><{t>-0*0weO=
z*^}nl|Lv?8N^K&7UmO6olvX9=R*aZ?<9a5H-Z9DoFbywk>t58fhGoCRd$u{qsUip)
z-00@T7PZFM{yMlos~aHQ|KPaSr~XqiEeZuEZ^$5%Gmf{nexZZcral{!-&y2C+(T?h
zHWmqkxX3VNjgVjS>x?GZCbtR#(h(<=J_#74jcOqknM_iq2usKvTZhOIB9!kD!j^eV
z5_n^`23DS1>Orr1EhmP=C5#S^M}bz%7`KIplMMIRggEM~BjX8+==GmPi|&3kA1aB!
zc!Y4CCZW}&w^O`IlLPj|XxQWh9g94#D}g6=yWh3Z2&!0f0Al0wp_^v5Q=9EmS$Nf5
zi`tj@zkd69Eu*4%Hh<u0DtOwm<3X<e2E64t?gyU&FL-P@ELbcVeM!a$H!B-+$fGUh
zxPlXas&-FG$`{&Am=MDi{Y_y#LVfJzDbhT1S_8R+h3b$#`**#4^Hp;bl`&fI=iD>c
z-8ZI%v%^2IT?lm6<?dCWRuI%%%_Cbcqpl9O2>2VY;n2i>V5a?YyH)0FKqV*k=xY)H
zEkTV)T*u?4XDcni7tZt1Q`m~*!ak9@fO*^{$4%Zu%v_o#o`=FyFkeP=cD!_Tr6;SA
z&D~1D!^gqmuUhuPZ7#y+EerOL@#NQA6->5P8rNnc;1{tWc+AQ$r_xxyPN^wCxFXIz
z4xF2EvUGxJlT>EfuYX^}2Ap^0>6Pj_kX#*qgb{Z04<pLXE!s8G?lo3FiLaM)jI-2D
zW%Dt5aS~mRtjvqgs_c6j!z*;Y(=Y~lKK#4?0-q7)xGRc5ztoLZHy18q9D6R~w5NWJ
z$=nL#oRI#`Hc2NX&Kx&^`I&uf3WY;=G0k^-!}#53%%Xm;Ky^WA8Eed7N6uvxSKs@9
zGeL%BWp1)P%QTK+bC;pncKE}q)bO^=&8sFU)8Ae_GxHq|reOlch?ZjJu2OZWP!CIa
zOoZGg&r}<lKADIX9M0*V`HaqH6$-%kslq6ez<9$*q+OFp*cT6eg~^?ZZq^Ht*|SE`
z)Y`PrZ7<Ss_WLgE+z4&%O*3NhUKHZ2qHGGP>7OVTr?Y7FmK4_r|L(IdP<oSMQEDQP
zLK(~fx_=`XOl`<G<K5+RU1e18<eytVc>8R9@a+21zLJq+**1eSD6RL7DVzMEqkw8-
zs+E+n8<uNUl+duFK3ny#Y8Ax@8c3YX$q`YBg3Xz-ajBGR`|YEwNL5)6BEDA5oz|p<
zI_lG97gVC4VtR<ZJJo`=)WVCBhHQ_adTaV1AC<+jMpZ!L_8z2>!JdhYVL3lHc>vu+
zELt(M!2oj$`lx05>BHn74!;CbVqY9&;mPZ)6ISIWugE$rTh@@lehAeLvOG+SosOFu
zIMS%Xl$0fx6sW$^Ub(!M+&alxE#H~;sCn7Vzg)FieI{%q*fJv96MHiKW1rp=znk^b
zbVp5Na>X-Azq~2Cb+5P!yc(=kn!Ntpb>6tcO)n2G!OhEJG^XX7H6*rShso3I>4P4x
zoAbnjm*13=D)I&!X6*7QQ?3f!dy6klJVHJ&|B_C4@K>t9pQwS5#&1)p0oEQe_>_pd
z@LciodYo|2GpmA&nyj<sOSh<qYcUvU7fpDqKWSqFvQ7S%Q8XkNtzP`pXIsZKl$xc*
z(kE10o$3M|r!}^rJmIjM;p0oYq~cpee|wf>K=E!yTomYp+&(5)tPcezrl#axOCq}{
zz|bwks4Aj^rvIYl8W6+=?RxII^EUJh<UeNp@>qR`uPD~~G^8wi-XeQ>_N2}!A$LjD
zx@M;8Nb4lG^oi9s%Zo`(xusgKOLa}XhhW@k{2ssz1b}JY+_ymP5rrqL%qWYb!0Y-?
zv8<s&O1Mo=gY2I<F+hOLKqH&AY9JK;I}A2LEP=JO5&%I80P69c*iLuG5K2+aN}}yn
zX=mX6VrLM5O$(6PcTpJvWGbh`MmSq&5&f;<zg=`69WdYJyFNwi|9-|QkFZ@J$KEiC
zVhq}%bhS)k)muRq8*$@VpG`OVQ;fN4osbhS8`d8{i28Yu_Q@fzMG!I;ALTs?k@`5e
zLjiO=e?JwE!A+hzKgr+wXLyw<kU(GDD?R|9Z3Bc*tpEmv*9d@8i3VFx)0-z--pkL5
z^Ps~Nn?BXUo^L%Xx)q>NT0uhz0mP)Bp=B75^GV^(|F#Fm*9{M-?^*xYrvDy^>kC@h
zI4^gcn=o=y+`jNrOaSZ)eB;*(Io6-jmC7m?5(rAg0M4Ca5i5K&C}G%eJjT7S2JGu>
z+lh{MQTp5e&u;&OZjq(4<T5aa&@+AMa3BVOUh<#N80!_lukhKZdO+mDAAl<B(6fhV
zbpw31Vk*0nmHGcCw;Kw;eQ?9mxc;{VgBd7$vo4@3GTvYdnm`Y=NGPbnietcDybX=h
zX}3g0oMe21>Zqss&!j=-7kC4Ytn}pm{Y1y7c{E?O4FDjmRM*J8FZWCKJ4k|dJyrz`
z+c2NNeTVa5h4Nxf-8yGGdGLSFr9`@-0!Qt=w*K;;c$w266*rz+{<+%qwh5eoAWtP=
zuGeSWlc7wRY86(sQ4LB;L6bsT0yWhC1k%^{5v2Hr)n5I#ns+E16<(l;GGXBuWPiA!
zdA0bfpKTiPSqei&tx;a*7W~?Y?`Hl_;6R%=%IoDka{%%GdyNr%0e3{aXDKA9CUM#w
zTcPQXc>y7Yli0RefCdfp0!}h&<o|mC9hkg+Ps=|w2P}SCCA!DakPO7Sz~gr@fq(I5
zF|rRwv^5j}VdYv&#~MAY^aOG?QoPRB7r-fDppiK!^DP3dnP6NR2%bj_0mQ3{KHvRM
z{;3DgP_mwmot<huhIA(|M@UEj6~;SlG(l+W3VM^d!%H7(Xr*IV7Bf{*Lr2wKm%#;@
zs@snm<POtvO|ku3v6UDCd&~p@#PK07c#EP3_$C7_(49G*cEn^<jq@S7%(`aeOYVR2
z%MM+c)7ku`zdNiaKM(NV_c}@6%742&=xMtz$AXImrT~^efN!8dGDGw8HVPG?!@k1G
z_xSHv8Xz?`>t37)vaI06Du{fQM9v;TExn*`8C=*loi~LhBMj9u_B|X|M_kNPrq$(N
zLoa|pPRGngD+(~mCvdgrphN;vJ9AlEO;P+W_5WUwCl;KbLVI!O-){~U+eMjm+hpbT
z@@hq=_y45t#SaHpijGhhls?==wPk|EFz~<{@f-P>690XL0})tb?N;E|+P|;6Ein%U
zIAeh^to5$Qk`fR)muJ@pbl+=TsEN})^nC}35hVi|-T$PB0BFUZcfN8x{C6)K@xB3d
z+*aC2PQnH{mP-c3F#-V0Zo=Ofj0!iK<NldIJxB+Ai-L7b2;;x6A(I9-6RR%$OT_Ja
ziMikZb2Or)KpALo50Pku9vi5KJutzNrWeS|wl-s|4$Apcu+Qg+O1b}xgAZ&}UJT#!
zjdTv)zx!@5532{;%NuT=pB;C1+Pcmv-uwEj4X{j-f_7y^-A}ggc`fGL6KW3lM2YQp
zTp54RMmu)zd@<e#sDyi)#Z8T_HhpCU4NO_X|9eOU52D3~%A;+Sg}+Y`h;0UA<Z(D^
zy#YDWoqAOWaf!(81<<gsb2YS&@B4Z|JMKlJ231u4ejWl%rhyp7``@7n!vG`1&{n7(
zkO)K2KYdHMblcMV@@=1bWDlbf?%Fe?GS#uDYW3K^AuNt>&V8V3^Zz*7-QGrDYszM|
z5<tMyi((9c_q0I6dSBxNKx9#vCR*fJi=_#Ki0Q$)6t(qAm{k8=;5AvKvZrIQ)q1h`
zw?}7=a_cy6XMwv<2e168VF=733|KQOhy<k#fJ3Plv}ml~6%7qR$CqhS%=Dk}!lVT^
zO~P)|=<f=DiOt7qzCs7>+mWr*p)5v;M&QaR-ZIKO)O=}(+EM50yTO1I{)hv(i2i`}
zfkr-&hY`?iP?a>c<Lml^W_aFP=qQjI^VfC`tp8IvypPft<E&gp)L#Ex_t+z`)k|Qw
zF(Fhy8wlFkKs%rrE-L}B+rAz5n-wP^(+0Gm@ziG!h*VErl8AV?7y|^#|FlHK9q5+-
z=FR``_vH)a4M30P0_ep+cbOm&cB^pBoB`eBtp(-%Q{C+vlagu7&_-&`n5w_{X9La^
z#8g=>!j*~sDN-6=KvTeR2|CN~8Fz%Ce}<PmZ^pR+TS9cpD*=2KS-!Dw?0}7#kI+ui
z+JxSv{U;o(GEmX2j+W`e-;2PE2Y`Q1S_iyN%1b7ULIZ$hcv4W-&9ndrBRRH9q2?}m
z06Zyt=@F}dQX2<Mp5u0*X8S+GnTCU?P|D)}9PRIF9Rz&=vY3Sw5a5U_uJ!%L1#sJ&
zUf##63klupfxKyoyFZ(@(G7CLZjOPTW)?KD@_wTJ_j&^zOab=myi>{Sulzdj`GT7=
zdvABq*M6xhY5_DGqXW&X3kAf2^($XeU=G+oGjFE27bgDa$I&7s8fm`|tNQm1tiF+=
z*AqOl8afu)CD-ShLBMbcLZl}PLoyVPi(~FbIBsXAhd47p-!n+^)$-rjiD3fG`V}z_
z>#yorgCp5A9Bcdmjg@5h`X2kYYFQ;yIsmlL3eGr;C>TQMp%JCx0aG(k#4n(P59xbv
zBsK4UcZd$i)-R7!b?3k0Mzc4nsuTe5&k35{L}p1t^~&TPdo6}hQuw%3K)TrIeUiCm
zu|fPB0XF@tJZ<COa(Kc12wYr$ar!Gy>aZDr95U6vg(iox)tZYjoIrz)?~x0A>(-tE
z2R|4NNdd`j?FPuhK|zcH3Xf*i=bfqzrrUqxK#UQ#fGaEzLeLr(R*v0eZ~S8fF^{wX
zV6g@2A6n8832KnTivZ^zo0(zt_sP_Q{E+EMa?ekM1XFAr_x1_`msK-w7Whuqd^_J3
zd-0YbHG!{Vo^A{F#~;AsXy8B?3<HTw8Db)_fWld`hP2PGQ~gR17eiL~B{;vynp2I(
zc;Mf@5p=e|O88^)PBiC8fMj&}!#gj*4_@*u_~W%wT<-<#fi8RKmbdY=$7vb8k66j<
z1}Df9f#B4Q)0_&RuAXJ8aVFaFLaz4l&a<v0n&x`X|L1R^0eySioc{3d897n<X#N0n
zDD=0QUFzU>D0@oI1Z;5dfi94jHvQ{^PXOz1NeL)8Fz8sKZQ;Z(r=T6hM#_|l#L7+e
zaucKU9(;-x0DvSkVT7F25Rc8m^~LV)<JGT4wM+$#=NnF5#b}!de`NqHuNLP6>i?-t
zU$<L6hPF6eYl|s^RL>Lbc;L>og)kQp;slp^0q&*%2x~s$aoAUN1^AdSZ|#mnPQr%z
zqvc!IOBm(>sI_>nND9k>$lVwUKnIhr^AK=)$pH~bEqP~I8Q}a11dJG*z=;<E@McUy
zz!8(OLTClKy|<q{cCaZwKNZ{mJr6=LB#67=Pq${{eUa-w#(05IkHt$Nk~`2(%MwQX
zn8{=NjXnklNzegniyjmtv;h)=M+*}Ov&bfp01Eo*Y{duzS|~bF8ciXSjOQl+-*DuG
zOGfoiEm3o%0Z)uKjW0IguU=|^B|)q-5G}{V#*ZLyKRA1Nr{SQ}$_WPH@1JU46Ba@j
zLW~<-txWX<IJR>_>(qbf=Q;dOCjnMPUTdtEYjf&9NmYO(HK(o+Fsy;!`Fx*m|2tkA
z&~aLoNAkLE2S4cjwnEk0vy#F8SD^EWn*bt3swl9YwFfpXP)YQvA`5p@%6Nlsq_z0l
z@4IiMe^1B$&t{KC`s8ShMHbrswR40BND%71xRsO54<E7*sPiG+;*h{?$QVqN7%l|U
zM8I6;egVbXGxf-L<Btr5=K~1yy?5Gl)8G}L(*N(JDUoQAhAElT2jBhOldrgZmwRn(
zKxyfH(<<*5c;j-m{0TBj7^#`akVZ};Ldj7~wv;{tJZ;+{pJce>x*ojUVr2SjHo%|Y
zO?kRDIyLzJs*<B91g8#&uxJl}k#cOYCbrK24gwD%kZ4_96N99|9N!nXRrK}11yyGs
zsKc=;14IUsIj=Q@wFLhcJ)KK|H2PI*ZZ!A_Y6wEd`vk>dUGS>deSTD(<HVw8OL*nS
z;)&8*O<9{~i)%@?VVw>QQ(PDIZ&fY$n^GOA)5jjLB8#&!b{cJVj5yTH@XkeYgmk&t
z^sL*-`#mb_`y_m9wd8trJRSrb$C-^bfy)C#cDuK|oI$PyN#KIF0Z+yRm*h3D6khSJ
zD+xW){XM&jQ@3gFK?bDyIhhDjq7*=!kjVBU=8yt_2OcLcq8;{mfZ$M`K}OaCP+`dJ
z13qnL*34fkQNC#UD<nx?xt_`OBQ{yyB+o}oBKEDa>gR;dtKT{5pYZ&O^Y$+9cTWy}
zi_G(WBxd=kAL``kJDWh6Dok=AzFy!D;A_*d|BdZ^cOd5l+=-trQQUCSqAoybIEFgh
z(B?sOPS2TVV?XE8B4dx#n1xmyN1jaj-2%$*Eg$S^g69J|*cdPLa26RcZNMX&!W|=L
z#n`J~S?fPW#OwStJ-`cXm_Sow)~xoz%%y#em6!Y!5mWURS-OM%<EL4>?&s^d5W&ON
zZ1a?MOTYonkLX2JD#lGu%$GFVuZM;*qL-74EH}^k2{)IkmIdK}O3|INEO}KGs&u=<
zIAA4!8cC7na#i>HMer%<F3+$BAE<S-0@)$}oNhu2OTW&>bZsUDc@%I1_pOQ^xS-X{
zcd2?uX7939?TajVCPcn+>fYVmk!9?35gxI*1BOkyd68^~s6AWlnZ<vu8fP(`^-e6J
z_(2{C5_irz_u5CLRX_syArge9#a4&APTBR9w<%-Ev}1G-ou8jRqkVu#Bjy(|qzCeo
zne`T#>`h7JtKpIa@3J>pMi91H2M4zc5A`L}<~u)pdQ!st_?xG<h@&r|$qO7r`VV*e
zm>e_exz*WNsR#Qoe9mr4!n?|fqd)4`U=@8DR~3lMZ|?o1=OZnfTbYFK?`(R=IE6#1
zG<x&>IrBr`F{<V|P_}oed~JZhUY`Z%B0XG|V>MfWA~n1?t2*?0YOBV!CoCC?-xB_2
zgnHt6fFMwa>*<WKmJ0hjYjjk?$jlts;Y*1Q6@?x|pKbGPhd$M4!f2l#iu2Bv!n%Q;
zX?*e0!1qpX$IRYBn|l^)_FqCwCmKXyg|7N)U$Cgekb6m9W?3M!{OY%7y0oX#s%4!c
zl*8q`D~DFAvpOj_6NYlZWs&Vzb&*#ZN$sqPEU*kRzH8Ws{;%@~!y?$;Syt6F*LJzR
zLfF}?r|<fzGvAbSw-=;G8`_d`wm=41I=&FtGvy?Nn={}>_Sb9tuKD<<6@&dK_%c#>
zPeEqlH&Ps6PilJPupl_#gNu{^0jGEsqHnUrjnM}c-(ofbhrZ80Da+!!;XPbLa{<`%
z={LZ&*uf<LJTV`nXD9#FqQdFHtyoOh46zdT>A05}EU&rO#gGxnauPS}@`YzAw3%^k
z{V0MdTwfm~6&uxbB{B1PUGvoBar5vHXEkAyFU_TO6bE;vg&e7bHuDEl94lD5?+C1#
zXW|SgKOb@6|Fx>aYOc6Pu8QNUNaKTpQulu1!39vTdLici4S?~8R^bIoZzxOIGc7>e
z+9r;{s&@b5AFe5BbE<UpFM~uV<`~p`5?Uv~0Z23$RYl1*zeg=5^<l%;%wWHr02_+G
z7>)Gb0?Ua7lmC|w-;e;l^|`Hj5v!z+VoKyejipCo?H+R~HG-VXW#0W0S{xnq4bmL4
z)_R2Aaen<oE!HESJO-fbP0$Cm<pNCCxpq74{ZP)VmU*Vv{?thXcqA&~9j+T$?*<tU
z6{vtpEUwsK3r|-Ng%{r?z?j~R6h4VZZ+}K4MziNZb15FbfcrG)4I0(Vhr%zWzgor`
z*hZ{yGiq|E-l_W+k`D<SJ;j)chILDa6Pv8B4P_$Rfw=X>MVX^bsVoS$LC_2`PthdV
zM%NUG#OYz9_buc<80EI9>N}+qCf9n1J(H5@HExXVaQm`9e}Nm8?-!Sw4@gcxAAph%
zmY&yM`mlhL=Wx8G>IcEySF`P~-gqx*QeL=Lq{-NObNvrovCp5PoQuzc9OYeXp*=B1
z>IV`yD=S!oNV=v8Ch}swB}fY>>mXJ0`mmV2*-=p)31)_yA`I*_U5u1&lnF{DT&B5W
zo_Sya5QM<bw-0*QDT0N*{u8HmDCiA~j`%`@D6#>ojDP2&GR0#;L=~UQasf*ucpp{a
zLH|QgsmQgtmYwF$N7PRvs<+N>;d39xOzQ`qZTzv_{@8md`)|93KhDXZVUe@qD-E;C
z_2{maOcz9_G=Mm(zJV*j0<cC6V{E>tsuZQi$29|<Y%CzNVh9|w%Dnv6UuOjsMuiD4
zZb0cFv1BVsh8!It@r&oN_=w)mz>bW;Tv+kqHqQzOcHoRU;s0KL1ccjg9l9wlF_f2k
z0m*l$s|X0Aj)OVEtYA$q(g|9b1=z?(`Z1>uh><4RRQ_|+;9sctXlesXu}iWT=O|FD
z*LmD3`but=0*43yCip`nOzzRMH@mC%`o7<WC_r&906N8zm{r8gQ*(c+XOs{}ARVE^
zH_+3x{mh4P7uF5o0euEP1tVbE3{+$T*e-h@K$ZXc4SMsL!l#|;e=vdKS+ftw#KN1S
zoRk6`#0VW}jSNOH!)wjxPz*&LA~J<7jZCKbMLD}}C*K#K<B>K=&2&$p`KbnZK#5PA
zG0kX5_Yp}@t+Y;jNnebO*bu26okid#)JlG*A!Dq{4JOSTBt{uzst4RzZQ)O5&G$j-
z?ygH*JKcok*FudDSo_jm&f}c~Srt(vSTICEXA7)&9JNzFVbXOgK_gD%Q8s%3<ii($
zyx^F1vHtTI@XjDHMh5~Xox{co$^5kk29IL?fIMOhb)YzIaJH&;d{w;DgBj0CXX<B<
zH)iiws|WmZg?+_dkt9B)JQeG#9z+X{Us*y7VzrJT`>aNuFy_DD<cXcE=J_HgKAb{S
z1WGV~BpWLoj&b4=lyoEWelbN0op6h(J>;>U=u=7g1eU*lJf=khbsHLj(3`hVwiHUb
zfD{W*h)-sg?>fG=M4!?pJpay&H>4L$^Pue-1F@~k+{+a?H3rw7_(nvBO`_`|<(u0@
z1&e9oG`}LAQ$vjsGO>N{_yV5gYM_k%bh0aortPB~n+0PJp=)P>kGK^|JeL#XK>^w)
z3W#igdu8tmP%n}4P8j%=fV5r$chHpm&mro;WE9&hdyrf92NdMIz_EHfrX-ej3Ghy|
z@X~gCDC>NW%Vs!vAkdN(>6aK#d2HW$CSJGnVB*rGND6UM-7`)^^j(kS8E!~VaaJh8
zHY5;Y_>%G0h5ZGCJW1L@cn;5*&jUszp6d4Z)vr-ZGNr@0K5I?16GQosT#2s|3r#45
zOA-uDEq4g~A!a%QoA>#Kz(l%EfZ#DKRSN`oN2v(Ac~DUG5@e%JQjL{8AQC9REfH=J
zZ`h=CTO}3<0JbyPp59oP@Tt_F_EDr$13z7R>9PcB@iyWXf^h4|Z+>(cR5}0U&Zq}n
zK=U8&M@a49ds2qBu;jeGUxMpDe@`i7N8Jwi+fS@^IzD}K)yyjQT1hYq1WwcRRvYIX
z_-0`>Zy!F-A!M{SWDuV6yek9navM6HMbT>D&jdkmK$P?2y0Y6S!M6hk<kvWp&@P$6
zcxX`GRxi2axB?<Cd77{&QvX*Vt5e$5RURoKhX-%A3E=vhod&TYt_zTLS)KWNZu^Dw
zMi}8f#-Blgx&@9>2y!;QT@HPU7!!DcP+$yYgEU^bE|-7+F#wcBG*syYx23;|SV{Qg
z$9rFG>bGf|C7a9|B)GYPcr^i)entD%-$)~aTrE0h%*ZIhMB3kRq`rhH=BSv&4+x(s
z>V4#{6#}WYs^@*c5dYIczB=fG{GI?n$TADa5PkoEdQm*@8Q@&N)6jEN=PnC>>J~RW
zq`@$?3t_?ktSfn25+8sFLlw#f$%|<)vy*{*ys{_~prX5*n`9q?-czD-nMrZgg)(tJ
z=4WILv|)MJ;O=g;RnFCL8HL%&Q}gngA7v1ARD?jviMZ~YaR={v5s|Bo!h3(yrjlvf
z=p43zXtfX}08~WF`RO}CmSaZ!NEZ;~_t^?>2WwQDIe|k9gmT9@Nzi2QoCGeA@~FNN
zesM=KEgBtAL-Jn&^awVTtWK~YdSac#-@UdZ@YNdJ=wzsQ9lth}aJymYqg*e>2-srN
zcf~(7bo=Vr3xVRHBW#Or{2RF4rsW?{?E#hV4@7wKH{gjTh|d90!rMeUE1_Y}<FERd
z5<yt3AJruyS~_swm5Sb+4H!b4%r}RkH<=bOm{i4~!OhLMF5rb*i@lDS@nZHP_|KN2
zkrNAVEy&;oWV{c^j5e0QVhI4B#mjQ~Do{4mHFk_v;N`TD-{zyu(8vPev(^vyageMs
z3pYgZ1)jto9_<Aq;_B@yOb5aeV|%Drwc4K<DN<_`_bt3LrxhZ)APWgW8!Ise&76qX
zFUggqD0t!V#c?lq5ILliKqhhl+b=SUTOcUV2TdsI#jG1@PQ&~;1Vmo|bLZ>A_ulS)
zxs!7<Z*gz2NdIDLycJi5RAqZFaA#A_lUS#jm`z&G8gODkRR7c5{lYrH2e#}=KTn6)
zEaU~30lRj-mjTIkVWnbywQC$Zpa(4h84T1}!{fVGp1cVWH=zGurXs|}j6=P!X;)c@
zhC9B^o2X7%{`gHhLLEpOQ9_x6lOmgTF5XOePzL+*>q-4EnB#imc~P|uG~sRDuDq8^
zjyuF;T=H-m3Wh!BKw?QWe#~R!ZuHAPpe$3-A_s5!9sWQSU;pwqK_7=Ju7c3L_?zDZ
zP3HVT&t%A5vpjoJLH^(8Di4}hV9NYRecZ?oHkw&DnU<m1a4$j{P{*;qp}$^c_bzQz
z_=#6>Tk}g)pyZ`|m?%c+q*DecS~)|d56c+_yE1$pg<=-d#blj*3OgAtTa%=`7;n0c
zZ2)B<Z3i)ffRL0gWouuALvNy3?&_CK5cPq$Ux4yXgsM{6pO&h6z(zjs#Z?+HhK#_9
zSxvYoE_p~-8=nMo5-bGn+KGErmfJ>ciDwETl+wlD6;mwU@FUx}_93TfrEa$diKB0E
z?ST&X4Fo238#d`ZQt1jOpg7XjO+>OB&~GvNv~rC8?h_LAio{~PTrHDQ;{>UJiVgwd
zgChP&OM1|ik2MJ*hL_tP0=G%>E|e=2y&BdGIYK*HNDf%W&*3?Hne$AcRR(2z2+=Al
zEq-Xz-W<X?>^=3ye{P~Fc2_-Y70<TAUj_XFoG))~0-)r}&?lSF&HeEAeq=;*EqPL=
z^<E$g_u398e_=VYs-ujdw_-P;8kzW2@XVdenov0Ki%V981nzWY(4~0#EgqG!U@e&p
zp~CUeyzR}7UuIi%-Ynf*HQkKAm5CmY0GUHL5c}S|%<7;FvV6KvUmmmTM>^|>47gQ1
z)(xQB)la!$@TlHZ`5Gg)3@JTddz2ij$v8pTY1A+=hlLbC;iN&Q7Hs{a9I)I|^>{x*
z+cL8Hh>OIf6@y`xWEc3DC9|;7zV4zD)0Z@SY!>D9%Oz0G-5#%GN+x|QSa8oZUGv(7
zAnOXi{`+^!98p3?X)UW_e(4v7zbPmUM0X8cp?G{!kW@%Vd3ZpOkBtdxZo2H5hrha8
z?(iYAQeJ@i_h%_xX@%l*NN=!MQei#g4;f|jZpc#^9yF`zDo+Tq1N7v&M6RMZIB==$
zPnU+CuVf5T2|g_IAM+m~3gA*1CY3!At8sMVy(cEsHyCyilE!3dhrM?ABK%d-xkd6S
z$T{Xr8Dh>6BqL35zuM8mBYQM)8rc#IsHn<~CLzGTE;;OtD9G@IbUt?L1eMFEZIDiJ
z(rz>Z#mLv0p@aD2Upt>Py+}E>d{cGT991Jj_&bYbPo->>8Wv<p;sbp=_BzHqGh6d>
zQ!GdBD0fD-61@$t?-$tgpUug6{KcctB{`4Zq`mc3w^$JM2=!$m$aUwj^U@xlyC<^y
zPe<<aG&Q~2<O|Mge=f<|yQ#ind4`{lJ)&!uggck>v&{0m(XG^!_z$QT4Ue9;D@q3I
z=u<gyp=Oab{LG&@woM%FQeK+u{S>r&uO&5LBI?ON=h@<U?atZx*)rc*qiJ?M9&^K!
z&+0iE4Q#W;`}cqF$mH~MU)lG@bDC~7rI>VR;NGl4tnQ?4Yw5@JY6`B4!gz-S@+y%!
zjw4B-BUyQR_^;g7vwiS<?R{%G3*k`F(58Mra9MNbo3u?^g2d=+_68D{RKt{~hB`>c
ze^xZR%O|b+EZ&Hg=>GO`2u^%$2(qh~@dCH*zput44r6BgFL*uv>D{SUTV_-dYe9Le
zKi{jvU6Re~@0aG54a+hIKus%%zQmX>;EM({Fm?e_zrr*=Ru)pwo%(Q_)3E+eMkpK8
zB<eH>4cb069?`yKjZEevW}8sSqxJ6I11jfd|NG2JM87T-5_q$A&4+GPHXj9C__x7H
zA|7+)=Is*zW0@YVWZq{cQ#Pft6w*nV5DHc0E@(+5*uzpwc4roKO8eF{VG*j@P|y;v
zErQ*!z50#%c>nU5#ppF4S*cQh7(BKTT8r-8h9><=N!_MMkGk(yeuL}RP@us17Uz?3
z9>*8pb-xvu^Egbv<oD;DaHXaWZZ>~BP=nTQk~%jBDnXrF1n1X0;ZumF(~)MMe43j#
zRs2;G36_61fpf+iJ8MIIcoJH&EOiCO<9=?w3Bn=_tlH11UP*it2yE0vHX>sGLX)pm
zDwJLn+ESrQQO90R$&R9tNnHF0B{Z(59TYj2!Zr29vsZ~xCrm<h@)7GiV~#<$OxY@b
zVYL4A2;a}Ttz!>S#<OAch(sMag9%`WM}9r*8C^`9k&QAdA8zmytm-I{l4+)+YQ+|y
zSHbIp2dW$0B=36AODb^JDXpe@do_FAbEOIkBmO%iJNBsQYb@WH=a1CU>B9>^o-)NP
zOXgC%;2Tws(|^F0!_puup+eIQkKDh$o}Rllt%?O>G|YEhQ_A@QL^*7w$Vzczn{3Xw
zoJRzlHVgs`7%Y1elbNpDj$w9RQX3Y%&U*C6Xf8xn*PZZPKkeTz61Z4roZY#&Ic#X3
z)g!(J`Y4f1=wQB~t1ie%veJj(?Uu?uMF8e<^9ntZH7P!2{GswXS@X5*uF$m%Y+!Ng
z&S6Z%hsc}gX(K6@j+-PK;v1?WXW$veZRJwIR_pHIoj|iO3_<Tx<*9r_qebPV%^96N
z`yYI&d5Cex`s8PlcD9ZGuF{C*+@<B#kIb3V&=dV^Ax4|2u}6^^$7~0UkD4@K6En;1
zKW>tFlWyIs3Q}JShwci)W^|5NY(WK;KV0*!&f<ZkQR;RfCR?KuqyCpMZ15_n?Yb>c
zRN>U+%Y#P}Kkm+9m-Lmw7Zi0OSLH5sZ$HZVv)Yppb#tF9r>?9oSF0n!319FP(TOG)
zaKSIg#;Z{_0Em#BlBTg46TRUKiQz?jmhh^PjMBAxpD8RD1lqZXS*y6z620z|$W&2O
zdSVY9TCAuN8Ka4Oep6KA@oBRD>-S;@WozGcoe9#AR++`i=+w*aMMPxJV<NT+`-cqb
zlNXnnlC@0Jb<Q$7HOqem>3svh%g3RC!>sx_OZVNT2RNlR+UzWX$xz+<!8ze;cL*$G
zMJtx&^OkbQNG(X>2UKd1@91XZ1gy|b+cOuGh~twH{3SgKKr~&%xNsjjRK>qz6{pEl
zl5%#nT(kNO(7P!Sou(YRbQ+BJBlBW0<|>tjiAR7jqpI_KLCXHotE-Hwdrk8VD>q*m
zD!TF{97GHm$J>ht#*N)nj$WFWyf2y)CMj<ssAMXO6glsLpG&6e;oo_XeHEKR3#XBK
zTD=^kK)K^LE%)W*Rhm#tDB+!O)6b#H6Yn{(M)P0hISB6{uBx7ba{O2hlVKaW`}+yL
zBjrMQFL@Ex1Gq+=vwS8LE^^QE$3(5Ol#ayjvr%)H)ZKT7i=JH_*h?8!3fqi6#ss5k
zYL^G9WRr#$J!`rSNd#vmnZ6bnsa~?x?};zU>c!9YItYnZx=A8h;s;b|KVZ`($|q2r
zZ0MB_4NW$4U-@QpnQD;5!HSr(V95M)PIQEPsEO61?&@NyDGBuizID3an{3;P{*c@0
z5S7#!lpc@xuwKa<fA1g}pco+S+$Sr*&kz&L)canl;*u)0po5RL2`8&FyF5kzIg7Ye
zeAFM>S`1B~D7oYX%#H3l32d^U7Fky5I;QXKSsvQs9qWX9gBu6PzI5DIRd{E2M<Y)N
zswOs$6}~Qe_dLNRNtg&R?k=guWDrarJGINU@v_-s_H1I1s1fR^eEcTgIqH;l+&UH~
zpj3Ob7asdNj}$5(4f^@OL1j}V^`XE(zHNqxrp4ULHxEA;;t&}6V3g+ZlhG2xRY;n}
zzWu@>mLtzFRg|Wmkzk_Cq!Krd?6((@wD}b0Jmtgw(R*}_)30-)nQG7=6EPvs4ZRCz
zxY_Sgco2u~!NTgQi)<&c3?k2{uz}p2lzg9pY5{_WAJmye$7SLlJpNYCFbTNxtdGe=
zJib|NT6qth$FO~18MKgr{YI=~6>1~2SM+l>hZy=C-bOC-C3kg`$;``5Urovin%D`v
zBO{R6+5VO%Ww2@IFgb>+W8cKtvD0$rHS7t_gj6^VcgNPnbN9s<a$Rep#r~I{6iLaL
zk%T6sgQm6*B*P`9@he%k2vf+yj;WjX5ytb#R=#Rin*G=e{V*mGwMv}MVba#jo2=>o
zOiJKtxkx4`v>wO6jeID)!RqZ(mnbgRGhx<qIDU;Yo0iO<-E`Q+TJpfg!s>^E>jFB;
z#d!Oqi4^Px;U*Zd!NubD73z-flPivlFR+Vx=I^f73^{v?WD>NpxGh#>?1!%q0yTW#
zbRlqq_h+<6`eA=aiRYLsq8WYtYW|bfELlX7vI-eKHhnZw3|0UIrWGs~$@AyPte$_D
ztQNo0k2GVg73D0J?M!Y(-rb8JO-#s<HG5rXNP%P#A(huZf7kDR0nMHSto=#gv%K*q
zg<UssEtIG-s_u66(Kue*d?TMuIUT#b4=2Y+E-dGYWnJUmyutq~Ht_6bZ$Go(({F!u
zDKY5h2(wvpL(3VHqG|DEWGLGo^q!hPc~3TsL&A{VYpaT_%ZKNYDDl88HsXB>mzAs@
zeE!(hI8wlCl&NI>9z;05?xN4IdeHdn`kRm0#vN5$6`IH?F)GVRmnuhvgm>R7O8Imw
zRaq0L+Z`CialOu3?bzT6mWzm}Ds}xieCJg<o22@|BNGQ9;cq{StLI;;2zKP)8|enG
z$D*X5?RdjsXgR_h$0fsFIgt+vBgdIjUr1xik5ejbq@d<#aS4Z6;H!)<{!-U*B5}7p
z!l`70b0$kK4sfdKeyg6*%-Q5x{<t10WadBdyp-q4aKm_Xn5)jhE~}~H>ywC4#=F<D
zou70KESXuLh6Nnq#3`y7v>bnFL)l<t<SMK0!MJe*%k+C&-?4Opr*M4NCFQ9?klrks
zqkT`M9(dtK5h64$uR<*;!+28gJtDG@;Ocqt>MBP-&}u|87nRc}3+oFyL5?%V1Nh16
z>_fxU2f0e2%Y4~H$0wHu6m%TNV{IVCiEo59o^vey)Fs_4`0e4Yjkoim$H67;A6}gJ
zs;?ZZzH5$x-+e!Xtf1!zXI8P+(`OibtBT(6;2FT&eKM<5!Oj#g(ZW6{eso$x(ZjRD
z;8SKpIwz2`Y;5VrI4Pfdcv?%5nsW`$u|mCmB0srQr+GxC+#?vtC2eRhf79;VAu+mA
zb#r&uJSW>dMV?@ZWI=U@f0pRp(XCjmU#hH;{gy{$cMC@L8*?(0Jq8u|u{YDD4o22g
zp1BVV^*2vLdzR<a;mj{~sdwcLEVIQD@;{Fk$9CtGfgEhGPuS6uc_Oj3cLs>l#+E*(
z6nrN}CFu`j`ebq4iS4rb;QZ>f;-t&0b<DK})zTc81K0i@*AuDY9QP~JTY>#1!ihH+
z$YiIAD4Di^op#?jkYZRMb0mH{iniD~G0`H%A^i#6bKw*up(biz?jy~P!-2+yjuFIO
zrUWo2^2KMx%i8&uvlborp`yqRNi{cHp@{(+-(@c>1_=t4bjBU{3%SQ>`P@aVK^IJ!
z6nnAFE-Nd2jD3s7=)2MpSMn12Kvp7np}|e|i{Q*F(@y^g1>*XbKl!pd$ID(8r4Jmg
zFVnNb3$FnGC8wab!>fbj_W$I<EArsxXNIF(vE~lx#<R4{=M4Xoh11#N4iQGhRDAbE
z;ONN(C7CfOqOqaV18Qe;M?|hWBzbN}$F6I5NxXuLiiXv@mZRN_=nv3p?@kCBQ>OoX
z*A)G7Ua!bwJxx*oq1#(jQHG~3w0<twBd8Rk<075C>Qf0#w_upF_mHy~>#opLF3kIq
zw3vPOG0G@P(dI?ywGHa|=auDd{nV!f@34FS*p<*9EqiXcX6;r`Z@szlI&%!kI&&lN
z)W`o(r_#CSJqLP5NF4d~WT1?`CDa6~@a^1*gF-_DwJi`6V@OdV_(bhIPK6+KnM?_X
z<6~bQTX?cZvx`R|B268PgNQ$TWXe*w;rBj||KgDVw{%EgA86PRPdZTB|6?iW@qp;5
zL5)u)QrMQ8SY`-rues*;dcPKo;-`GnYZ#(DA7Bn~UjlSC<=e2Rw23*Be(9buN+g|d
zE2t3m(Q8a&f6X{fSV6j}qq1T-Y@++l=zLRm+Jt_Zgku$S<=lpFZDdR8%Pc*fIelc|
zFSnj;Am@oYSQq7Wa!889WaqEifOJaW_tX5vp8Ns47H6VZdr4b%S3*DKO_RnDPs6LI
zx92Z%s0U2Fcl2;iq&76R<7fH6?adIz%Oy$ReU@a2|2u|@<fVPk!<Tiq$9Wo^igTT5
zJ)jOml)=ix-3Vqm1dSJVyA*}-e%4WZCjAS2XDfpgp<5wXmC+q$!)dQH{q8B^4O`T2
zq8Ohj_oSrJ`#8M@S`<%py=M_)i{2Z&ufj)qI(~9&ym=<PNZinXS5Nx$#Z6$^&tz=#
z=2LKLXa9F<=O6K1^-pN$+>+ax(RQ7a@ED;RD8>x6c0P5!6HYJS=VB+ZoRTl>!tk5s
z%V0D@=GUUwMR!8}<M~$Vmr`{(s2ApWC)v0I=A>WF%yrY>c}pCP^5IYsD?WKL7WOD3
zTe@a{Li0^#eA#?UxQ|R`MSm6NwWJ^kufpg!?t|aqSeT*amp_G0he~o5CJ4Mleqk%=
zSj?Z%>SI@q5k>mLWQK#|bSe+HWe0*eZYX#<g_N;!@a#puZp*Y4n0pHC@?@vWug=`m
ziIk=6N~ZskZhm9Hnm%*Yml|0u)7@MywZ|y7+;0+tza43=HX$TuPoDlHqUgOD+V~&U
zB2o+ddxU!;l5fA~n!X4+s<#~Y=&bP~yt`3o+#=x%>!-R`m5ZMG`rT?vlPqq#Nx8W(
zUt#VPAH+%&=RHzBA2nGE+KWo@KXmnSeYG#rNr|l5Gl*rE^0MlguzmZ8B_a}RXy2*V
zolxnm!|McmtpOh*q{da)rRS7~aIq$jO+6;puMb$lIfMtkHz?%Y=;ps`O|fUyU9Edu
zzrNO?*7*SI8QdwNO~aHom@)v@GW+r>d7iP8%HZHet7eyIWWmEb+oQ)ysaVBYbULIS
zk12U`+Ea(VRVGKrE$vsk;P;+aZ>BkK`q*0=r%prdmk*E1P9AS>drppfpq&e$R%Iru
zABJ=z<o~tm)F63I?4qeG2PJ3}{z%ZEKP7rc0WfaL53c1X-7YF{Uq~1KVta0>iex>3
zy1<uHY~*dxbOr7d<4ibShRkERUvxywBGkm;@25ouJ{#ji7+wTn863G;Bx*V-U+ya!
zF>x?_6b(0%jzWha;$%s-4Vsel@Q&^I`Gg%Ncm?p@8KH!kf2N$tj3RHaIqAX;=VPbG
zv}^_B-WCITHkWR%A7~Py%S;5usqy@=9^eQcTnqm}d_GiXDz=zcEg*wD9p@O8-x1rb
zL?hyMR`x~;`FqYXPWT%%V%-T=2}*S<(UJS1WAp>Qj$6fp^O5A-R>aKXk}xUcSj9Rt
z6fyJTmai{@$p_(@=Sk;>35vhK5RC|emOF$z=R~fnWa4RftEv`Pqz5^NfgB-RQj0Ao
zNv9pSiVb&m_*sSzGF`=2*;z$f*{j^oh&U(*5hKa*`?iIhB3x32?kDnCy!dJM!)kue
zRR-tB75l*}TV2+fuR7v2o32+vwEvI2w{WX!>-vU?4Q@n~l5PY9>6At!R7wS;yGxLg
zE<r$ALb|(^k}e5p*eE5Xq=0nSHy7wR-uL@Ff57`)@45Ez;^01e?KRh&V~#QAFGN$`
z%$r4U&UZhV8}l`=?!S9@q?B6TAURsgA_XH*(R|@&)?h1l*7%K$FzWDptUBgLR0-t@
zlvH*)_iz4^yzRBevW`k95GftuVxxI>y0-plCvMmJz79IuN2%H?zNhTQUdVE32zfyk
zi7RZz)=UCJrVn=0kzMfuwpb-o2d{ds-&((&Y%z{@?XmL=Y49^v$LiaHNgg-c!s2LF
zQ8gNp@S6iH-g5PF-ki(qIOII%Ls@@Z?j5%m$WoTRZhdZ@y^geXXaBjb;QG_9fK%?(
z$G8Wc>}_$p=<3GNTXUl>?ua)h)){!HW$vH%U+v*e3tKiy`SUo29c_tZ%YQrHN$5v<
zZoNJ|H7<TAWHtfv0?pb7^+9!Pp9{vk_b|$M(otz$`{K1Iv~-}ogb6o*&E1b4Cjcv%
zSw4)ZI;rCe|J1^U;}S(xyi)mVZQk*mPW}63_PwLw-RWW&v?2?q+W-&DxVG(=%ks=N
zuJ6T@0n_A|QA%l=vb#fOi$7e1NI3Wu<jACh6&-sfl*r`DcSqH_KcZ_Vb^06FXi!Ld
za(zqdh_Ig^5Hxi3d^1Pshqs`gWVhkyyU!@3(#H5k8%<`D^YiXUM{8={&a&Jm5t0rr
z+g<o*TnqO&%@Ylud>r^;FJ%8cCduIX-5I3qaz4k^(YJg>=3q)k70#fG@b(qey~z9~
z<o|&Jt1V%_D%bgOMW0hd%c;O_mgNh3k<ayu`quMdKKR@E#D0A-I+g<y!l6FI-MLk#
zWJ;ML!ZN$lJm22i3DZ#2rk7F$wY-89^UD@l&0FKD6zb;Mq^zr%ElDZ1H?Ca`yStSn
zc~4>wNM(O0#|ra)Zx_=R`o{VG{9U1RN#v)mujJl!KqM>HDSq#@1$nHayHM6<UEB5e
z`4B?Uy70E;YnAdMPC;|Tw_Ea_qUm3`6O^RZ9eIo`NV!KQjcl|mAau;08m##aPFZ*5
zyK?llzQ2&*&)kfjvRf-c{e#bSzL;Prn3G9+4940M2ueKbdDQQ)S~z+->)FfiWDrz2
z!K7>zzjnCN7Mjm-i|s5dO4K}gZ*)QX!JTNc_@G;)Z-f%Q{L)$-7<cVBr>tA46DnN_
zamPOz<9c}NbUmZ#lTh_+T=Zhhi9tu1y}}rUpUT2)@i+H}`NlzClBb~)88v+E=&9N$
z>X15AjQTIHURvRsM+xDyGcKwPr}n1LjBLHaI>!k8A^e%=Kvb%^YJPfI^gY+}^|!YH
z4^{^M<LJw~^2p5Y3?#i?FBvJ|hbdcR<&Om6)^&obrLUX|=3M>vwHoxEgj@D2bp`Gx
zh?WfQnSNHxr+k&8G4;jc+WL;EK=aFYPtP*QTF(Pt-kt8d3y+fYez+WKzV2ndF4Vwy
z)?+ul2`A@qeRL?5rb!@o#juXgly9Rx05t}jUF(crPhBIpQn&gIEU9!}x7l+m{JChM
zk(RLIHr^ZV&Xn(t7gP-TE1b0RE6%r^Z56hxdY48E9z$!X{;c<bGeJiPsfiVCGQ-yk
zFj8tXhOG4LcWH^V&oH7%gD#?Ryx<S)0->jv`uIz+3pg1rNkoq)r0)kGxdu=^PI&r?
zfvyfG22-fU3EdA9aZf!Y%oSOp+h=fUSSoge!4c&V!v9-j{CYuDdVTW}TSka1<LyPX
z0E2<6UO&L;ys4YMf2nkg`@FP!sk3(#6L<3f^Y-J+J`c-^@&||fDT6Pi?BceXOg%+*
zDpP(Gd|^mQDalAeQ%Ip$nixE5Ark4gTJ<_usL33yq^=Rh|HZd5pX@(%^|7y_weyaV
zXg~Y9z>Q@W>wesRcs$mVTrEx#IT3gF;`(dRLytxZ?A>bWON^L6O|?6fRmf=Jkz{4s
z`+Y6q<sEhJv%>c!Pj7eSjc*4PwSi8=)G9Ye2!RzjH}+tZ7;WTo%-MO@JHbZnyu`^$
z^3ZaY;xH0tqA;-aO~^&wz~U&+*jQCx)|fDT23h5rqHbE<i~LNU%w0ovxRS=xQ~vO*
ze>CQk2km*73v67%)H*$)%`<F$4YV^9_nx}DUy15n_2e6Jobl}RWV^cjb0L+Q<$lFW
zaTm=9qw;S~gwbWl<L@pSI&^#W?v1(kvxI_%*@UxW_KjS$X=4VDgn^Y^QBhyi_u*qV
z+Ts$6i~LOoK%Kr4nmdSGi8dz*kRbU0r(O!+5`GTOPpbm3xb}M#7rze+y9(@Zdu{I(
z{q&e6_=u!9hy8YN_6`%3g|~hI9BL0eCPcA+OT3}0eiyNb5bKCpPLVB9Kr2}0P(Ncs
z9>;m&Iu6r&V$tqv0RLR-*=BFiBgBrRBC#}fEqheFwWsAFLz1Dki(30LwK7yiij0_8
zexc^q^au*G1T1?SK&cu<+{^WD2;H)<MkzXKFzmXm80M_PMHlP%y!zhvz3h@9fIzlq
z0(r^!OdpL<GyRpllz`E?d#*+RNX27t{=`oRdox^3J}CQ3K>!Q-szoYR+ZAs4d+e<r
zi?n~8Mcr_vGZmP*iQ7vlz&T2Ac_Q+h-fN)^;KyW-Z{{!p1O>;BMbi~sX7XdX7voNR
zwDH-$Oo?YpVS*kKs(M$#98nzEh`m~*e$+f6CC}Ji!!LE0lqSWpE1$FxdF53SNAkmz
zQ(yF2trNVoGyz>_RjZo%;EdCl9iKGiTmLicYkO590*xXt^)+{5IjmTBj&jN$_y%~k
z8Q!@USdujffDdr2(Ky$5mOVLOqhAC2*-aE`R342^i;zDcqP9#oxc7<9seF0xHIH({
zC6c-(M6A5kEdKtWqqZ3dpEwT8U@%6tYWDV*cgvcl#_S;p0UTSVCB=r^Ny{Fl@9;RD
zhDIDXl5yWrzN;qo_%#<%9Vb`r>*iem(5}uy5zVI7r+Ae&b<L@{F~BY|QyszlmVtzC
zII@`wU6cbJ_BGxI9z{E_x=)8tbJmU%|9p<TK7Q@_1NLXXo|^&6rkEgvP$B>I)SHtt
z{WF}Cb!ao-VQZX~?8AF^+m(>AH`1~s4C5uauUj~>Ts17Y{|9%G20QRbqaGxzb-`j;
zLejYwQfkUQN#jFpc@1Zf!XJZ|<uDY1OqZ_byYQ4xR<ETm!xg*z>=r^|uyaa3h(*2q
zwYn$e6?7p4HaRg`x({55cA#^gu5y{R@x&G{SnoP|ZGn?+yOa)pt@W3#BKM0%r#Xau
zs1W4zn%66jlj2e2CU!86Yv=Xhl48UdtrTkw4#37TSftoS@4QlK+Vu#^G{CFoEfTpJ
zcQek$jOpu6+np(k2x~s%W-3%Qcq@Bell?>Vno)v!wwH9Z<wK*-E_~bD2zAKP8AS17
z^k8Ji4udNOF1az_$sIjJs(lT)w(#S%8ndr6oLK{if{ZHAJ&YGvt4>iyEdOrD!VHCN
z>^mOWD_DiR5TeF4i$dIG_`Vt5E{IIqNhD)DPLET|?i9R@U-IZTDiHjC=h9x*xBDED
zofn7`Jft5P+PvxHMBm0Rb=r0}(tYF2<g1gM9v!hSa^k5n_!du>i3aiFz2fU<nB>kq
zvXEf*!mwTl&)0DDnAWFEC}<c1Dou%)E$lFZo~O-`OxJH!0(sjqv;f|Mi$cMk1T08_
zwa~pX5m}Sw*GM5wPj%Yc(L;`ub^#<5%gNVxbc%}8d}SHHWrsgdd^iexnDd*I#OMv&
zsbg{6uFZ0-4I%(ek`;Sw0fpW273X|_Hyuq2J9@IvR(&F1{nSLwHK~x!-jcrx*+D|6
zkAw(Uflc`5*w8=@cgr%fuJ27{Dxqs~NZv$_A@9vzHxcLP0-s!-E4qN_7KqVqLqVP9
z?mBG}tqpMMF9ADrx9@@UEm&;3S81@kSB^cp5T_Na3PAx5_lmtzg9G#?xxdQ=eFS=O
zv2r&>rSmS3Xn-FSkEBTY{(L@SU5y0CH_b>cXRwvbuIC8}sM%=HLx_a7ZtDdj%-xOv
zGCO`B0l;uy>%0vnu)K*wuVKf}_IP#H18nhgnkLulH-1V8<<qJfhm%=7%a;AlLvW)g
zR{wWUg4!c|lWXY1y8tT2RkdhO6EKzbK#-W33nc}8HHrH6c4vTKw_B{5ykeex&Kx9_
z1V!gSByqNELBJL&$ci$eQQQ>DDmwr)qIVze$@r|x3*`QIC7hhj(MuIBevCbnJPiOn
z+2nS>1S|n)Ywi*iwxZH$(+b<B+>}VggKvC;L{hQ>vWZY9OiR8mp{_Ss6jj7vwC{X-
z*+Q;D4i>`^1YJHGKvcWaH{HHTX(>Qw_A}|G!t!Wl#;zvzgbC>Dls&le+NkcO^Uv<l
zN4jx&slVswnw%Fh5x38VAq0|9bpr@PSLQPLxruw~zmA(zgKo4q{d~n$Jl0bssYp3-
z?9BMoCHaOg8sub`#r%WYJ1<@cb(HhI*9>DHt}&oH(WtEu;h5e<P6oh<+0V%VDy}qZ
zmMDsKgUOoC^U-p4xM}R_rN1wI4sjXJ4brj*=)44%l~AeHPMk~vh6QEe(?ec3hTOy0
zvCf8*RT1fE01Erv(1MyS??U}#NfepevD74xo&zUMr6w4u2Td>eLx{n*z~FcK8#B$q
z=nvcme39{V99ay%n#36qh$`p7qv*UCG0LqdoMw>mSi`?#k=5FcMj8BMo|3?c!I^xI
z(xQxpV+una|Mbfg(>vBRzvCG@Dn?KF%oqetlz9R0CFPFRv|TxuTeu*kWRSF;+@&3Z
zq-d_GDwWe!fz{<uv*d<jhP^1L4e!8yo8?oMcHbY;zFF@+#P8)Xql&7R9KQ_?cG_X=
z3q68()P!a=s}n=qH(yiFeJ4-40Vrn~^%mQ&2(Ou!Vp-{qT-}SZinmQ+$lG<nZUPc?
z4LA~1%(Qgh(Y{sSU%?_Vq<F9?{!^YvsI8s2AGH4gKn*an;{$PD#>_MJQ~A6HRJo21
z%?+~vNh(KF34pC}Gci#n;mvx#c`f4rDELf}D{0UhM)V>ha#8(SGL6u-(NH<!o#VA_
zb&F8=7YCS;DS!C0H>(UoO~q09v`b15YijtBm%PyUM|ciXmVHf^WT-+_t$({4v6JWg
zm8+@@*{E3aG0y9Z0b;c{y1G~z@^BU#B(J7m#(0T3Z`TR0X3o{I*(Pd-?_T7BG>$3Q
z2kB|qfX7c%>Ofkb`3sqFQANV?fF_DAb@$B`&EQ2m9FMe$yXM2U5yr!^{(YX>O7{VR
zryc5ny{~hqxK8IKCCNV<_mXLwTz2{w<8ffLK(ej@H~Y<GYPSM9eZICI0C4(D-I#R6
z+|XgEHP5^P4O!qmrQ3$Lq_0|oY?lD~oJAnKWhg*OJgdnSHv5bY*@K_jQ`<GhAd^EQ
zu(a|eEwZo4T{`jO4m3(x?`<O(?Mb6B75rYng5ySM&|<eN-kw>j?9CW*?wqdzjO%7q
z?n}n^o(k4B1aEYs<wPa#5sE*}{zU_~qh?|x34kkn5wS=*E_@48L3<G>T%S`EytV>_
z15O{#_0c0+5hKrWwZ4*^W7YNr1#9niXKgR3R;-&I3J9a=nC!V`j!X(yjm5iWKzi_H
zdE*ppfJSm4BwQfG-q1y3k%)#olUwc`!krmU3*K%Uaen(e%Ut}0ujcZZElJ*?6<JB2
zN_`6JJR8b9MrvGWD$weRa{FY4v!2bp(df`2@m%AJV)m`tug3Y!fsYfmGqYmeCOXFP
zM)u#<ok8RTL}v5iDB@9!HfNE?priBP7}ta&6n#_S_1JGXc4LmSE;1*Y0Rd<~PjXFr
z8z43bA2^g3{LvsA?>LNbSpO86O@0daVIsa5+zZ>hlP(2hArE0jtn3EW>T^ysj#_Tj
zRZ#|krZoq)@i7y9ykT(ME|xNu#xRF4`v<Cf<wGCV{i9#%zsc?!sV02L|2n{?6QY|{
z+KZ|`q!^o;_^>XGofx)SP#&`Q&ONh2BDpm^;=}^uTdNX0@#-7Jd$u)+6hGn<Sff}!
z^zlH2R!taE3vv0|p@5<<N)LW?!zZyfHspJ+Oi?>qJ^31#XOm>)$&j_qqO)ghcjlUO
zE@CUJe-t7+qP8$GI~@i_IxncCO!HU0{KTuhz^W%hdl*&;wy1&EL~s?YJc=W4L?Nt(
zYN&>+s9oLwU9=XN?6=4Jf+;CqFY`t9cMvhi)mn)Y$J7EP?`sI3Cc=ta-@RVbplXP>
zkCExtXG~=#3|%+Z>g$pk)4sfnZcLelx0;w~PI@SRBz<&?Umwmo29if?kqbQ3)iIaN
zLMCLG=ySoF$O)L<LJrN3`I~XnmEh4&_3);r95K%Nq*50-*pLh-{rqA}Iu$q+D%MBY
z^i*oUxkq2%8IPcte71=g1G^Zx6p|jX4<})KL^kcnvaN@b;ADp_KUSgb#E`+5!mZ(W
z7u1HBsE8M#407+ftz`Dg63x-(c&=<6pByL=EiBrP(q{g=sCYVXW?Y9Snh2&P&RLK4
z+2s&Mt7U5d_&*C+7QC(7XCYKY<*U=z&~Ib=WW6F~<_f>JW3AgU2~&P>k?W=Y0u!o0
zP+#jJ@4L+Ypg)^1W|r*$r(Ey*r$D`|=x1BKk1hvRA~g?YIFR{|{J{k&_BY)5@@F85
z2m;91OR<qlitK;<<;7b}q2ea~jSk`e`UYO;4enR$-68zj|M2=R4Tk^oJ^#0SiD|qu
zr9WB#|8G=&KkENCKmJVU|64}Fd-(%VycYbjRsC-iN!^CK0d%b%AcI~9I_^*NY%N_O
zn0`3*{g!K7J&(sl?3V`Efx|01P{MjwY4%6GkVF#Hv04vCe(O#B8I2`Y6o4OhR|TMA
z2zyVk^<xW260tVN0*rhM5PD#kRSgUvxV$_GqzghSr#S-YB>eO8W~C_wf?e{oWZf#1
zvtxkG9W`BeLDU29F(m>B4@)9*t;^8(Cn7@oSjlXwzrTu(dxicykXj@gxSarG1(+x@
z$f1G+s!0?88@+%*Yo6r~Y5(H)TJm1Ykx<1eIZG)19vA@^e?MdG$oZ{S!5skhC@hqs
zZYYrd^AfAV9R<LF767-@tUR(bX}s8az~6I60xCUkWJB?PT|->=Gu^vu3c|a?+!f@2
zQwULSQP59+6E7uF)nGd}%?X^fRDKutm*Z0t(Db}^jlekZMLPwLu?ro7jgD-^Tk_83
z4areaVSS(%8=?Ch^e@LEbpkE~h!uJOo*SP%4uJFus-W=587s#6Jq!a6K*`DTwzBw-
zq{`**wPbZcl7DS~+S4<z2@;$FPf<&K<ewW0f^ICRuJ|8$tjocZ@>-7K>S2HNC4M;?
zvPyl2^Vs3{?j8-e`s%xVxthN(eEAdx^k5K-xD*Ib_%nAG8Uw7msw((}U}4N3aU(%o
zpeP|Y#S{IPG$<I5@$e={L+-1(1<Rd7z@fZFX3^@JOLHNjkOSqzitB|x|MR9;9(b9>
z!0OchC<urZU=QGTKdZ)L^8f2;f{Z?{36OaRrht0P22lI(hf0SbKzV123Idfo76o+f
zIJ5=n9Ebo}fbeW)Pryz0K0$D6?YTEt0rCeXRJ@GcN&s3H-Pxmew%tdW6M#%m3!vzI
zqfG+x|KcK$4)uj%5Rk`>r@v0jc?;s%H!E&kNDV`?AER^U+P`xQI_f6H6>HiZw<z%g
zqD8cIK>9^^2(&4D0cxGgscQ@1D~){EtInfKI9qa*Qhmc2Zwei{@KfIuzvHWxC)SOo
zF<+?#q^%&p>Ke7I9ddjQ>jPRk8ebVdTljJS>nB==dlY6&J3l_!B2$z5l!J2ZHPEw}
z_zvkRJpx3nDKUuu%9sQUv}Hd&V->Z!T&JcwU<OsJ*DHShd*%s*BefI~>bSkf=dkQQ
zx>HhztL?t~<>?!-+gR{C%~T*6x9zJm@M^=~VI-br*Qh)XJ2<WPORiV=^;xBi7NDVr
zI|Udmh<Ll+YNen)v_LZf=Pg4#0UEC!%u#GyRv?h82NaU4qKsAxSjq>)L0jRM|K;oy
zbA?)c!oMOP{gKOpX50WW4Eq}O91u;&f#$N+Cg3b!0q|pD8vrU#!T7b6eYN4*LNwto
z(t_D)9r1iv{f@A8)$=WWzBmWklDO2_9ZIpU(We059+v>fhXg?)U#f1KZ7i(sKjG>f
zY|LWa#Q*9aY743Bc=ti<N0V>TUoM0)en;0-KX@HryvzcvFHGR-D&cgp*}-B&oEB^0
z!GVUul7T}j6$QJ^Dys&Rt*j{Hbwh^B&8dB@H1N6mv16!LZ_%9W>;ORl47R!rA30)B
zQ1=NGOrB@Os55207|wm-Z6bCVj8k7g6$hEczp^kO7NoYqso-&dxZ4KEJ+~mf^@q+K
zVH6Sx!2Qm|5S0Ro5&@>ysqyb8z+1PkPD*+$C&PQOW6~ZT%tb2f1<0b&0R^7B%pfvm
z9Y8c;Y@GDp%jlXAn5yW>dA7f4eHW2?i5-O~&=bhpwF2IR#U|+W+yKnsRN|JLd|5j(
zF5_Sft{64rxEUN4Dl;#K(bmU{KXt7`O?qj?M*xd!)UyAD8QE2;+ZuX)H(MUvDKdPq
zvowfRL9Jo}>jHf;z`PX)iFvl}h~(dMPCX9Eu^IAKek#G<KK#JahXrt%=@Z4oydMV#
znA}Ih$z?#!el7yE6SIpBfMg5Ix4iItQS|&hXxoGVwxv2_dfsKf8%PF#K;Nde{NV4M
z==v?MS-0$mQ-J%L)j9kyTQogy+mFqy`8&Yp;tmWCmUmuvgO8U#k{yviSb{8k7NYtB
z7U4@Vr#&EZ0w}2!Bie$66<^i8@sUX!*MBP_bV13t5TVtjF4N`C2PBM%x*I{yuLb-s
zq~LP|wjV>L(yt-1Z6OfJjG@794XE*fm*XM(8kh<J#%s|m5K}9|FG&C#R~1#zl4^ZT
z`rPyd;PgMwG0!W67QthvzxajxJ?mxg{T+fWQB21n!KYau%L9ixzh;w=lQKQKDiDZb
zHu{;l>c?{|zkIYy<rOoA#rF-nxbe&-sHE|%hCgf+j76()f)&BR4R&|ci}_a*2Zru1
zVJK(>!R=6bp1g=<*AxG^lpfSF4NTD4jk@s5`pcKI6J7&e^k}x6d6(K1QKWozH56G!
zsa8vfaR+$XSAo2hD-ob)8~_(ok_O-&2|J^N=xt+m6;Gh4AOKx2$?c^w-@nglNgM@0
z^QG?sPGSorcsT{w3#Efnq<%$}<6SVM?S4^DLfj|OlBt~DP%MSITJ#c9x`0?$=2uiT
zC2-+14(WQ%<5gVX!UTfBMaUiRE0h0q5h)ZP3ssEK2Kn-CuXaSeCwCmBb^~Noz6qJh
zP6-DBKqjSn+^{nw(+adQP09xSlRiKU6FneLia5`G7ApYteAl1@Fvlucv`f96%ja){
z;*=l+)T3Jge~1L?B$k3E^lQMn6=rTY`0fz^iOGv#gFr#pl5)0_V*@rIe_+)+;kg2-
zC_%bel(q=Qi@<jTMT1k<Ox%AIe!#9W2WMwl1(v5q7fPj&d;<ACWJ}Y-jgYOTtpH*I
z1C%H!9!F*$0Uxx5qk{|&a50Dg=dWY~a9M9df~lfoKQHt+P5Ds}RhofHRR4|)xQAS^
z8PFldgjkO~sFW0k5O{s19CDAx4OQ07?u9-d$`r<KwZ@8S>#hT$e(CU289%_)6qteE
zznDpY?#$gOFfX4^@o&yBFbg{a>PY^Ohq(|?&&n2VSLy<DsJPXl=x3nV3eJVj7i3q<
z4z?Ir%;0w=XhgjoA%TwC>3h)^(2UE7T;tUQIkuMqz)76+qidV}g6nlyCA*Mp*ao=M
z=werZZ}SK9r?fm-NB8Oy*u|cX3js_7JJ9qWa=F85sAk+g))7W&t&Nr9^gZx3oO+Y{
zO=;xHb%|68ATy`<5j4D80d?8z5ZbVe$`(c;*{?djbZX@iNTi5fcjOKh*p2GV46Lf>
zWAxJe2tH^@lf95|0=;iUYcN*-2^9R2=|F>X*uazP+3g=d<ca8Puc{G}<ZAUD>Ame=
ze6h^|#Uw@MD{nHl{!YMiF}=Yi(Vgw2w;#~w#N}(C1i4#dK(I!JL>r$rkXIM$yMyju
z^F}M>*+6LPof&Y7flC0iP2O}=bzRRc6#*%uapEc1cFY27f-PEB!1duNZd;$dQV&48
zq6G-55rb65vYS*;JsM>s1ptU3`9sw1-K$_Q?V2W-`ul;X*%d@hJRsfm7|cQYCty;4
z*?=S^LfBwtWc$D#m}BPQTa&Xs!S!npDgNMOQIryht%bVWEVF3<tWJ)GQTho$Gj0uJ
zNLD@2BnNF{Diok@Phwc)q@qOs_r#;M>E#*m?d6^53Engys~ht+OQw|$E!T&#D|%V+
z$Kf|1*KkP2*NV#r2gb98{}tpn7m{p%`&&xg<`|M^%Y3Zp1yX-jO(1rfT|G~tKEDMO
zK`7&z-w-aZAt3?FkF&4!0_kGlLNYLJNIA06%NVQ_Rx_V^;3LeI9pT4*tvSsfSjBLj
z%rS^^uoZ!9Kg#;K%T)tzp@)z^HDA3D(?tcb1I_Xyak<66lfB_2q;XzI7;x0{{8X+W
z`xhaz4KnOD5laflzFNT0;>m;R!K_c8gdTJx!Bm^zbK00O3pLxtf(HeJT!puztKXFx
z1IG^S;>tt<_NJ452KbrZ%9@6UKvp}_6*v%VRx}^_1IhQXFVJ}#4=sx(I2Z$J#c~F?
z)VvhNm#_<R4E$sLa)Vwa<G+U3yOQ2(0|P5NBUB(i>n8^YnQ?1b=Z7ih7!b2uu09bc
zR>>GaRY$A9N+Di*Ffm?n&CmQHM;#|{oU$gAy+aMxa~X$RifiNa116a*1wu&q`h*;z
zjhUA&Y&i)Up597=mOI&V?z5OWaM^whplTzds1P^w&<&ih^%{SHY>Bn~6!^Z`ywXB#
z?gl%Tsd#7|>V>$%36M0z0{Bkk3P>Fj+FR;K()oRbc`XamPCxDRl(@~`K^C-v;}`gW
zoP<i#am;8I$ge=!g!0P+=7~_GW35?A_hMn?zUKUl0!$dMAL!hBU1+1W{kKJt^%#V5
zfG*h-F^CsJ2`w^!(F%z6{iIc(;_2>c;U1p`3v`}U$4P@n8z>K^&%c@pTP%%6QA|DG
z$q^kZJ1t8&EsTD1i69r_KzWj-@~4Wvj7#dFO(YhD5o;iTvM3kllE+A<$?`gH%`uOM
zb?FBQ205lbG73hiw*(1rKfP>hxFnlrrKo($owYE;_YZf0Og3Wq1H`t{07<}F>}~8a
z1IJOlD;f;brs2XtD1;heEqTo5nMMVLA083#tb729tn5K3%o9LbZ^a0ZGLw=h{qWWB
z`;0*LB;yEn789;sZbe@6;aujcX^)IL**-0&sNoMAJrOhNXk&DXSzj&d*B00T*+=&R
z;FmF*Uom=;8YP*rHwH4@1j*+3=*X=;AQe7#^-du`W@T0OROS*ZcV&DN-+2%(*`KL~
zf1pNu5^J7F0r13@5blE$!W5xJsNugcdV<-r71+YmPe1XZgM96yDWbdb6pUgols&FO
zyJ~y=cMqv!8#Vm9V=tf_<C)AESfGvsIl}5w!0&38RjaN?yqwl}BoL*Y!ZqW)>%{d&
zQ?}k;XeZzCyN6zsevi{Vt^(Q?LwnEE15gGnK^(ToqRC^v$d_V~?56%y<-ZH+dALNv
z6MA2>ET3wxU`}!nJLwCFgk9_jLTWWQGSKB7=01@Z+p8#XXF2{_)u5a|1Tlu3p$)Sf
z3z<+nJU7X><t-#&bAPF|lJfkZBkM<c_B$(Akf&KrfVKHfaxH_IWQ>g*kEd=mHdjx1
zJcgBO<BcMz+=KZEoNURpeCC_s)Vaa0zn6jHZ&VLde|CEXI;UMRIB%a+npPElqBgfP
zf@*_k26Hv%uQwHao#4yB$B&U@rpkgQ*cr%}ua*O$<j<AVAGd))P8T-M@(0MpTrH7g
zrB=plxV_8{CmaXB2P@`Q6CsiBEVp!=(;?exG{SI6t0rdiLZc@Lrl9dxF*n4ye05>I
z(d>Q?%a@~z>bAP*u_0aFvL(3+rA6Bj(*<5wJv{tRFfn~&bh35(?=V+R;hh_SpPv0}
z<>soV3^&+XH;$*zMTE9GX?Z2X82w~}PR>`8u6(>Dxm$&)>iDqxZ7WL618k7?wIMMD
z-1gBIlMrk2LdLdx*7N2nJv%i$yUb(!$6_3)S06mRMcefulg=coaXY!uq@kvMl1tdm
zWMQg$U!`ABaq<iJ$696IK1pP8SYv7{ri=H7;u^52l0B$xse9YB`sS{2hv62eTNLP(
zY!xLd>u1o|Hrx;-c4abK5PAdm23TPg34E-YAKBx)Slkx{r#FveKjKRcfz<iOu0P(%
z*VpGPGj~F)vi-h}`z}v`B>Ag3Eot&jCPOuza}OKG9rvm2<ae?YpZE3XrBJTVw=ze@
z5kl2MN+J^86SBDp-Ot@^H;gjehMOzt6I<%Aw}(bYVA0w<A~RjyY7%i{TcDjFo2{%e
zm1x`>&qH7G@HDmpR0=g12ys~!Il*4{{*b&}V>E<bk2**6H*ozSpw+j!kZ;sz4KkSz
zg7ti9`P*E`W-dUmLrZbxlZjoU?es-a*K`{+P%QCF;>Rz~?=K1kgqK$wWsNlxVjwQc
zB&d-wG4e<4PejUD`EhE?`n$Mm&no$RH4d8d@zUQLz#rP`C>eJxij#3+*{2bTr$I73
zzqY%}OHP~)W?D)J$`p99;QR0c{O<d#bu=m45~;7k^0Zz~@~nYvpEbPoimFzCz~*6_
zN6%`UKW*q;8gl!Adq6IOZ(eDNV^MhuC|%Fewg~vT)%)6>vU6^$H%=Xh-5(8T;wD?J
z5`1m;BMaJ|v~Z@|cez<U`lj%573^T#;hl2&@rgMjl4C|D^!V9D(3Og4`kparTJd*t
zN%ton`?OYZk{{~9XOf=ap@hBK>C-+Q*PeGuUF3U<YrK(?Iy{k|g(lwNcu{E<V8TCv
z3LwgG!I#y`2}p+~3`B|3vKX6ZdKiC|c>L`8-RY96rph=yl<Hp=o>5%?)d>6uYEV7O
zn|nIcT|Ucb4~=VA*ns8lvWHG;8IHX{eXE<cZ?~Yu>8|n@X^M_{P2j0p6%%<@^FeNV
z@a%rsFCa%DyCB#%#x?76_{u_E@`r8D_3D(~r7r$Dpl~I>pjfoo(8|;~hr2`j3;E)B
zn@AEAej(qL6%+ogmvu?7#S|B`)?HM@9}~311d3SoP{r-C_n<)$Wh6UY3zLBP!9qd7
z7m00|h3+Q=ijTO9V=;zK{6ZN0F;Wk&Tg)r7#Qt#MtGfT#Pc4N%(mIa+sfaAa^zqbw
z<+yYM|LFeMEj89FJv0~~!8nSQgMUgtwY&=;fTt$|w`xHZc%lkP3gImzIUt8{^<Z<1
zXaX@C_ey!#1DyM<g>~mn{Lw20?m*+^fj^n;10QM<4|r8ODYihvZjrSdDA(gHa5%Sb
z_r%^SXN4h_@RGVDox9?~cosvcZf<KF%^G5qiro+QXz9tn09dfU0d){*TS4|8C2^2^
zHE~nxaxrB?wM3kq17VNsj+w#N02?}4JhL!<&wb<i?>9?`et0f}LVDxmc91b~L-y!2
z*(O86DSO;~=aJ%;cgk>r=M9I((>L_wVK8jdkTmMo)l?*!reEh5qGD&_6!+~xlc#o|
z&$!EemS$WIk~YZ5=U}vwYBDI(K5~w=bJ-_#1pW3}wP`?z{}pdlehA23JMLDz-M;5s
zcH!%1!|CGOIRiGdR4|F~SI(A6Qd+Aj@(DKLL=QXN3*uh6_ILX^@?zX8Aj>Y=q2*4(
zHe6_7_=qe1V65Du_+Avxl~ZkL!R?MEJTivRWx;5Vbg~iJ@{^4qN8o(GzYV0E`gyvr
z4dv~dZV@2g0w%|07frNaX5?d+w7<IqR49=#NL-ll&T;)q`#>{Tw`JTc+rSTc%4l(e
zgD0UC<N7TuDTm?LjA^*BQd(pw>kAL@@AP~c*p?feEmM7Kf(lQG8-Qt`aY@Hx=K~RP
z;j4Bu>k~cP@9zR<n^PisI8*F=xO-QG+I8C4N>z@RzrH;q-i~}0JHy1Ql5I?*3Q3GL
z+$huK+@@R6cwU{=Ph&3f=_=lb!=9KPR<n5VHgGhc6w9A9(!rci{+VpSl{5vU-h>O9
z4F^CNOw+k8Up6$lUw<qV0X$5Un-UCKBF4ncf-s1M!_@fY?k=ryFCHg%Fh|=2#7T~g
zl#jmwp4DmWk&=zq=i)va>XGP@ub5P}-zomsa*W!+qhl^YnkDybApUciTXK(>dCLRq
z8y)%!eIFZ~)r_Tir1y(#dxo8d9x_zCIRW{KRmBK55oW?hT7}gpW_eI${Ia>;cyy~s
zUFd}<ygOYfQN<Xl`hVtu^gPJ2JvPt7oQX-E^nAOUk1Thm{1rQc#7co;(<gjH6C|C?
zfl9+Atgr8HOiW@KtC8*}HM2YA`#|LWE#qJgMZ+9}o)pn(6JKuR$YZ|yWz6C|r4Na@
z>ufkFky&`lr?t<IMsn`o5FX~qXU_}%jGnGpI}9@{#*(Vt9$?9Fo4&`E;r$w&aNJ=;
z$Fp9+exR5CMveQcLdssDBXX{sbh-exhU`<z@U^FtP`1QQffC<lE3{Ky@>e&#X#hSG
z6imE@{Rt|WmM7OesuGwh6CS=W4O!U|E9ZB6?J)j@d+D1YE?&b1F~Kp_HLj3!LlTXM
zd7rB=rAc&zkj2_t%#Kb&^atYF?OcyUdukr6@=|%Z_83r<bv~c8Q8!#fHlezPxjm@u
zbmOBlYF_e+Z|V^(<zc||D=4GyFY~#c>79R}*VldzbPZoLA&Q}|`{&h4=Y@^7xB<m2
zT#>ASTlWjDrNzaGUa#V~FF-=_2>yA4<#o&`P@9hL!RO>4T>#?Evt<wWXrg|qY(om_
zC0AMUv!ULbOuyR#7ed>0Em|80YabT|AE+wECc*|(x$Opa@)X>=Oyq=toDlBWN_J5D
zx4Akd^Jvi2Z^Y>Q^kG^;Ipyy`dkm-IK5FM{h#)HbF`O7jH3%?e++SLNxQFY=w`QC(
zAY?xmy8Gg;bwkP9!`}E(MB8lr;p8J(Z7)1$<7%klTwb#n$pu=%48m(>3NoO_-Oz7u
zCQ^uthjLq%6$KdTsB!Ap2F5Akh;dmkMBek2nw>K*Qm2K6<p(WrN;x<%v;Mp2!=U$K
z%f(X=;((l$i?v>hGTYr+k5{f<o`vz1vH5po;&So%K8d6rAke3%8JxTSxN`MF_d>0O
zvkwM4*X{8)@D!`9SB8<SAE_LH3iivj_ZZKUuU|NqphA~x8pzlG`*M1CVv)-hI>+$|
zy81^|K$!dEGX!W&aJDOqlul&*2y8N>_j<evTGR57U>BacckJqTaK0H3KGylPK4~a&
zqXO7wiNV?-AmHWzqT!#X4StAxi{w$e(eGFC0m_0++%Hlipt^NZ4jMsOpk8!(TB#9&
z>#c_a^d#?S61AUt>xlNy<J?*Y$05sO{T`0$Kt0|63qJWpYmgptM4)dodQ5v+y<Pr^
zE{UXLWRmP`ECA%|h8S}a--4pnGYbegcK9Kg#&U2i{46LD$!#sr#)-v;J+Gc8AoM*2
z9ZuWkQBW#HLQRRCZ;K*)^&5U{_Ez0$WyW%ED)Vum`(VcbJ6Qt!r$F}KQ^ptPBM?Z_
zdJGk8wPAE_rfE<1K;RKhGun&F5o$9DN-RbH*+eq{T%~+Asih?DuYz{Piz0TnHyq8V
zKJPn(f4wjRf`}`vgGzqT=LSP?EU9ynpMNyyF6tkbTV6J+3Z6%b`i>8b-<*I^Ta{lN
zEW8)))#~~E2PkK_P5Kfk!qO)tbW35s8jgS2gVw9_`6;0ByanP%g*#vh3-%`RBaYX>
zib(+f3KAl*fp+dIt6*~oTjGra^rgoFwD0o#hs`3O9fC^B{#W&4&A=+CH|4?74#gxH
z_@D-I1_WqW&8qWdg5FVeLhf$k&HN{@pBPX}dl^cVAbCIp=;F;R&%e`2j_tkK{0j&@
zui?mbGKg#j{?aIH;I+E!n!!Pqgog2#*CH70$M<y4P7YbQ1woCk_z5y^kSQ)7dSnJf
z|7Cyzz1g^7q}(?pyNnRtM?l|7N>Z*1*Lwj5l7a<$kkio{8@CB@(j3B$MgiS>?2Re^
zca2LeM~PHEaJAibIoIF*3>VEHSpyU}<A#yrpd_Jl7pG4!)KbVREN!{EJQ(ItF3sH^
zKx$d)onr~C$1mKpmVpYNY|rh7k0eNg8_I2F#r?~{x}*0khU-xtk9O3E#VFy)<lcZT
zA?685A?hUOU#yJZb5)lFuZcrIUGx*=hJr>37wznTg?f2ePCATOwK;DuWJwEs$0<I&
zU$fP9N5Q~Hab+0C_QhHWIFC>O0w3d_RwHok!(U^pgLdhfxDqT6t`c|G=Rrz1?P=Z@
zHhW%ZwLyB%k=r%7%73px#Q<>rA`}iahU`Jb?<yhI!pYbY3G5Uy94hZVkyhmd`+qq&
z+y$e6QzpReA21|gK}~vu60ZZLrC^O_NcY$T#!gASi97*eF6T?-SeZ#}DJB3>QS9C(
z41bF|0t&Qp(0i}yGQZqbbq}BnP{fY>;@IGy#oCT7Hsh1ZOyd)yIqEY&S019@0ajZU
zq<#1U9PGTMfxaZhwCN{c#_~S;Lyv5t4D)*lC5|-&IK*gtzTgD1b2^$}14unwE_P@N
zNTwEb3W#$Ui}s?nbYUC6mHNa$M4~H!!EL9n4)yrGKSQXp&oAYMY5od%$T+ILNL-dQ
ziJy7i#SXIj-i@FcxHs@>ponP(arNF9Xi!Z*dI$0z2@x|1?y&$<-g%s6vKI?IaRyIe
z)}H{F{~N-Me`^arQW2(<^t20`-;;Z@YZ+=N`~pXC5+o73py}Wm5fFB_d{_7Wqquyp
zN<x%&Y=O5lPPZg)$60K>zjos{6m}3etBslJh*n%2wf!?tOc+#3T@~ri0iTGYB@G*&
znwtqTk{yc~GpWU2eZHCgE?)Bl@G9exN+tAZ(A@B!xdVGu9ge+LtU2)<>H@k+30zt+
zHI;&y$ZPpsAo;HV1|kj>GI!O$K>pBoeGNgYQa93tbjWe)2t={9GM8s&@yhdQ@1K2D
zHy~f*HM0rP^?wQ}^h@Zz#Tm$nc<6X<nCw4>Gd36|F2*xe$)Sd<2ioZhVC?3d3K0Le
znGvD{?Pn1v10#?>nZSSjK>G+hCY*X3^UDADn*a7M#5|#+8_LjpNocS6A70?0gBwjJ
zl<)ofZ0GWX=km`bND1_)^-0CQpL!7o{`t?~+fW$ZX~}~ii2vj3(j4t>KEZ$7{l6Fa
zpCjtu-#1khER2;K(qI0!v0zV!R?Z-1j`1Zw;-7E#&ksBPV3nWF=Bob>qi}I4sVMLU
zT9?^j%m3|bo<Ya<qGZZJ|I27M1wc&+3AV)e|3uULJ1F2t2}D%?4D-LwK>i&FWE`R=
zP#L`Br&#uH8T|J^{9z8*D6#zessB0b|8G+KnT7v9niN4d38c!`{(GG_-J;(Bt{*wz
z%$TV+MYQqDqb(@*K^ac@CtR8GEfrwuXb<%BbK<y6D!0o2Oq5m{b_3NbLofboDP$9R
zgD5Rz1@tbLb2CC8&985Pj=KeBJ0Ob1K#34Whq}b?4`H`N;e1cV`+^)epZ_&MvvIt^
zrfY#St9rPDlMG2x&RbsC#z4J{0eI&pThm;J|2&6{^?+e}6am1%G9a`R3Lk=9l7YJ`
z2KYsdb3$G}7q3^h0Cw!&kn%+t_ve>1?7bMeBGteoa`<W^_M0`(%&(Zp;TK72xLBY~
z;UM_&-Wm`H{*U!4tAYZyV-uhn>CdE);#PU*cZg_`zzq+amlzs({~t?FHy#^884Lm8
z<ND4qXs0!6_Cdq&Kl{TOV}AnMVdH)>=kUk-@p3)KO2ME*H*Sa+X%g&Ax9|=(G^9EG
zx9<@KgoVTKD!%{sk#|6oJ*^D@+GT??SltK&bh3$freRg_pn>!E80*GDVUFI4{Eu7Z
z<?pjOyjdzoX|%v$APdU&La)q-rk$LH7Uu5|0luN3KL7vu4UJ*!Ihy)`bSH%zCEq|_
zH-{KGsrYi}4C%o4`|M&g%=#a}FjgP7&=2tNpoCPy_e%lXQLPwWU}?nY7$b0rJMex2
zJ*g*k=H{1j>3{Z$U@GrwyTxp9g5R#u08Yan-R1Qec`SF4ZRA1QSe}cK!yo6%%LmMk
zfuU>sQ1_Y4<)#lbOPQhjP%HKw|HsA%ymLSW1*ouk4uLK~6b%d8yOHksGti<xYM7HQ
z>@v_$7I9YI1f8qmo)RV*ih04d?0I&pTTgYEU)J_X>ZicplbPkLIah;&xSj&W978GX
z2F-WUXTXNy*Kz5$Zh?lu+ziE4rO>rCn%$}iiV5SM*a(`pgx${S(J70wiy>Q?INQ69
z-5z>77nLajf?pz*^jDProkXdWFzjL>&{kXq&3eknx6+_axKjIQ+Z|i|y(mY_%1}OM
zg#SQ(3N@jCuU9%#m{o*=KyobRQvnRCpOtneqhEst0^IM<;2&R6`3fAJGv`!Tq^E#i
zQljIOv&pnD%sAq$T7_n`^w=i+IG1aWq1Qk$&7k2%w}Vfg{NZ84nr|_6VXxxPUoTT`
z%#QWMacO;&if5y>DNrxzO5m}Gc}K2L18@y=G!7Dv&M%<|9*}Rh&MoDze;3ZR2qe^F
zpbgmn1FY!@^-v*SmG@+f&N!cg=5NcW(;YA^(w6?Dr^44`pR~8p<Y{8P(Z14U6HGK(
zrcl-W{>HJSL}%uJ4$96ncFb<o!m^eIyi2^Py`ChZPCKR>Wd&QjN~U`v9^OC3K<L9;
z{dQ9mBTWt7m;ZDt0QlvW=gd278E7yst^j|*VCyg|+&-RaaVA=n3`iAxutwXw=+8H8
zf@AB3`w#pC$9#Fg?~9n|*l5HHRYSQ69eM6GBXOeJuc7;Ms0Mo*^BV~|&!4D<t-*^s
zyA@+DPk``{VNTUjjN)b3#nEWHlf@(M_^HV!)m<D3uw*+Sjr%rI>Ngq7K>c!5Y5T}|
zE1zcKmal~^ostynl85nLN$#I*nf3uvSvGWx1}YUT1O2%OsZ3dB+7l)=X^K}xj`7&n
zT=aGEQS*uJwz=@L-1sEEBw4Lm{D`NCq**?X9%M1HM961&w%%&Yky~jrU%R_EacH-;
z9byhWI~8LF4=f0svf04#C&giyF290FfAZuw#r&2~%=QCfvrm<@#a4(UXeQQQSvvVW
z6G5t%s%+Ci{xTE7Jw!y+bxP;9+46@7p))!luNCCqlb)MLjTQ<!$$vl$Q#aMP5HA8>
z!y4rz?28$Rv<RjC_a8Eu&e~_Q^djTs2%jIKw|$Mf*&6HE78$#p6S+*}Et2L{N6trg
ze$^`OuF_E@<f}Ye`~z@}Ohod@1KRj3lR*16C==e$8Ah~{i9@Wagr+_IV_rmij`-Rf
zs+XHE`qfN$>6Swr`ZJtom+3duO7Xg;N8C~-wBWo+op-Vs;BaPQAV^}T?0w#W9UD;$
z%1?@d7@+SWIUSSZCh-(hFpvT1XGh85KlZjn)F`p(RC6^z%Nfz)hiO4;MDsM%$gMXD
zRYc3_bDvJ>_U?(1kdD+rn*gJ_&Y$28dQA*Xo(}MCaT@~4{H^kndqEDBk>3}K$PP*t
z&fNit<q^D(ru_&MxvLYZVGk(g4e8ah^LGDx1qI(lb~C1~t2taq5QgfnJTe^L`3OQC
zUqk1a0^7Qt_MqpPb))T^Z0&`MjAze&<L*Fo&%TZfGpu9Vcu|<xF3nZh#%cEHL*?DF
z>8&ZRQsyw|fSjoVbc=a#oY%ue`|=Pe=+5-G;aG2rfBsJBy+L2B@hxOO$D&$FH3?b{
z6l!5cL)Zb-2TX$3+UH77T0UbkIv)lxcGr2~j!FO3;BA-j+K<JKnWtRRuRfs;bLf%S
z_Oc1ykHU@x35R(e8NjaZN@yB{@a#}Twk8;N<A%$XVHP7UQG!J7D5fsd!||e?4br|k
z5DcP2^?Di+Ta0tlqI4bp77bDN=8&p9hx0|qxqxJ1dq1J}y1@%Gs=G5!iDDpp{-D!V
zEwx<&otpW+ZY6*kx&+UIO@y9iU3N&8G+KMGFbN>Te`G%Wv(Mq992|WFsAB}cXRw7a
zpMz~+Pbel3-fVlW70bOfM8NhuqP?5kjCp$~=bt13{IKB(iw&R>VSd}rNlE#mm6nl%
z?=X?W;B})bHM0hw?hb+G!Q>+~Z9p*>QouV4mRE@Mva~ObR=@OfWJiN<L~nuj>>dDj
zCa!rLaGOT62ux8@x1=7O8r4v?cM<x$VrqZ(F(^UsZpLXU$7@zI-HeP8HQZwLuN3v(
z=PKXDi4oq42qVK=>`i$06`1>_=$hKFJnNl=N)J+Xrax$QEO_d?1C%NNKMr$Q3HH}r
zp1vS)Iu075rPvIJ>Nxlrz%EN4dQavL`x+!UvK}Z#7Dysq+5mJxame1q$>k>1<awv%
z10-)Q{PRiJR@6L%{^A+f!Qp;@B@*prxe@FDyGQ`M86O}`YeP-hBLIeqU<JGjody6E
z)?z2{XvBWL+0xoAFY%RjOFZ-Mab>TEvnMc6%F{x~YR2zS+c5SpvT1b+G^rXeyLrb=
zGoqwL%9(Z`V%_O{-uUlyh6vf%K>{0UF=au}4=vElTn4bjgvNnXkwySws@bprt|+oN
z&Jon<81#!piiP)=?0=_7AQ{#5f;lx_vw$(<LVi16{Z$L`VttW{I16t;u741oGrL1%
z@4eY}FP}n~$4<uSq`g;f!jQ6z7;hF^iM;$pMw?2Ca&RV2x(e(N9s*?Ja{<s@)4JWR
zB2?adVBR4EXQKsc>b<nm%!{G?zwem}<<+ewe+}+lCmlKn2e=<r#mqH^v|f;4RjD=(
zmOhlyMMF9Oo-egP@`XND$f#HaGgMr7`cvZa9%|^kW`OHQ-=oI!({*7QqSinW`E}>K
znR%a*7ZT;IJGO%?deMK=+=#f5MYhtdAoG@kj!6idv<xuDG7!K|9bktLcqs>;$^qgm
z6PRZ33h(AA$i;uDJ9@*comBKEX^oAC9Si{wj(-*e5iJ7acF{)`*d12X;yDFSI7h@o
zvgLDdP9+OIjA001j%MTaaYIkf&%DgfA+Xa9!2AiXfetkVz%0$|K$fWPK=4{#=V<8N
z5HM*@gv{u(wH(LVoX^kek83|gtxO-Z^9=<7HKCo*mvtG9(P0^&%Bbztk$_-G%3oW8
zRdf!!R1$BT7N$TZjt?LV$en^uhObu2z`3BSx|%7jAp|v)vvyz6(6X=#@4Y9pBgy6x
zk?>IT@UwzE<PW+wdj`OIIRNv3xIz$h+H^%E99RpV567&JyoPpXasZxM&SG=V6D>PZ
zw$>7k-Ai;FH|wKR+>8w@Dt6=dtUG?UvSOTsJPV@9SvklPGjDhvv`(%H<aO~HjV|*m
zzI@7%WdHWKWllgrBKIdk*}1&vogLZmc1CdsUUR8V2N`~WM}@*JH-neV4Uq+?<-BY_
zd8{fhAEoGKY)=nA0C$i?0dO`sI^eWx*}2~}`TU&_kc!^l*VGKSec}mP0;iq?>X2&@
zNP^RWUC{Z|e#6KqXR4zII3&$t5MF+`41wU)d<SR*0pa5`%ZKsf&7T-Eo>&g2AYT*Y
zAa1tM-j3e^2R0l<P_Nbt_4-DqAsQwjt1LJI$mR-ti22iE%^j2LUJ_7uU-re5-|$vi
z=W%E>5o|^l{|bRnpPxNe=F+hrlc)TonVy170f7XV3MAM&IGkU!;~RW<ZPELJ14ZTJ
z9E)j&ig=c&McH?5$I7=xc@_ZJt1)llyg3Et9X8$qC`2%<SJwe$#l!_@mDh!oI}aeU
zz<%91up_TY61J*44qH6I*3~ukMVG8SwiD_gYHyGuc68|*uDE$+rYBQ6-d~TS;BuUo
z`4_AxFGiZb)v?=|bRv4ic*1D~jQI1udq!7ekUT%0^t=C5OnC$z8Rbd+yRdtp7n;;~
zLzksl;;EZqRB2DK-=xx?-JX3O9y^eBFnhyORcM}3fzh}xQ7x8UQ4h7D1%{{iOVi&$
zJlkD`xnlTf-*yfV^QQ6Vu}W-#8MT4LetlxK+rGJ={fg*8vt-vES1bA_k3^Nmqc5k0
zl~!5+<|y@|liGhch9fPt>ND&~g^{dlYquK!os_U3y3rA<cY31I9aZqKk6*||eyHp*
z9Mxr8pX$3;F%OKZH;=48&Z3L@nvL8v*4J{rYv-a__fxrqq-+gbK-ub$1MRqc%a=h&
zFIA|kH`v64zj67<Y2Vr<(Uu<%NigT0=*zAS@=q=dujP`t9M(9I$71D9Ol<q(p3TLc
z+$&bvUAEPZv@0|}rb?ll=jGK?`qEB+TyY1n?3p{+a9DZoLswYF{O5;FBBlh>hkY;K
z5H@W1`5m&|kwp~FoNoe2{`f>J3Y!ApC#&jRba6%krYRE2-q6zZM~5WsDqKBX!0tLF
z3$%Lqia-I4H;_Iknpq!~Ia2@2L1gXV4p`+oV3B%8M79)S0O3a>(ipX$r3??nwow!X
zNjI2Vs5m#)-jACXK&Mj-9|#^Ayhc1AWE?PP2X4O;dmmeCScQ2TD<)DW0<&?bkNUq=
z+aW-t9TD(gPF?e-CoS`vhZ?LU%qj1d7j4VSQXDD^f;{+>8~CSACn}02EA{NmM`AXg
zuY4-~Y?ob(HGg)JykFN*;o<!C#vLWCg8vwvS!HN=zC@dCi7HiD^LvIDc6AIL&Cz<*
zMu65wH_ztUtBA%so^!O6FZOBb1Qn`M&8o5|ZjKy6rG67W!v=_zZ0;ZiDP%|gKuMx|
zr)m2pWz$A}9YDghXmF=af4v-`z_;s$d=i2zJDAtNjJo%I9&@|rLs%gM7zl(M#E<6S
zaK6Q!I7I%HbA^L|R?V0=367A~FiqvAj`qzC$`p1*nz~gZHW>xiafIf_mva%)H4o_*
z{A2^qUh~yaQxj3oY+u!5qBlxJ702mW!uEv>tpeTSv?m)XYY`gbf}Uq5JHR7ABu>hE
zB;uSZx22pKr9%h+U?<DpdJr$v8R1n55F9YQLe&E%T?&vQoR%2g;RYwmXC;y6WQ~co
z+OhEO3fI%<**Xut(avZDS?q!1MPVT7pCWU>Qww(S6Ox(LeUMGOXnBdXP=5F96dVeV
z;S$W^6P>{ml8?VF){N0G>ukPJ39kNi@FC+l{pT5{e&;^B6Lo6U9#oWkYme=OUxb)k
z;m{s#2F_^ufxTpKT%J45{+Uns+nUW;$)?PJ6_Qipv|=+UdW4v4_Is{uR@o=ZRWMma
zj`uVJ+T(tYiFDjx=!JV<CRfs}-N7t%ICuMo=UcP#lXNX7L4@L%eX!H%*nZegjdh>M
z_+=ttw$*$Cu~ESg{qYEgu2kjAhV7)jXoH~}n;EUA&*OEU>mQAeG<+?gJ;QQtH<03Y
z-Ls_ZdEqYT=jiU^zNurZ-f<=r%V(Xe^YZAb2fmqxAT>$@I>fbVe7)l;LO-+U@1@2}
zUlZ$%cuvH=G&k0CJ`9kyv-1aLEv3o_o|yB;<aV0Bq>uPecz-D*D}1{GZ*z)i-UaZl
z;*x}RYjLMm5f~zBr*gJ6mu%@=i0k9I=yqKHM{6P33a8iKk3&4B=lIo&s}L@SWZPRw
z<5SCrgBG4$6HT_YA_K)C4*L?r3XR@;rvZzUlsOw%qdT4fE=QY%ZG@Vl$;Wa>3|7DV
zFhz`Rwo4=FjorIKKDW+uvi=L8fX^Cx%L)?CUu{<C`|MMczK+lTou7E8;gmMJ>Ai|<
zL6^TTxM0s8UQbp%_O@P#N5p8`VfJ{msc;m`XH3$W8jS3E!<)PYrUevu<^&7Om8mBq
z4SN+WzS3y)R)E`B@{S`-LGRV)78s)+M%)_{p&!KBZ1Wh9sAq|PU=~KvRZ=(sednE?
zcW>WSgOnC?TT~_XtAd^g?}=(u^DXY5&52FM?7KB?496Ucm3~;9n0?;5ktq1F65}fx
z?}3B!%>|R*Z8wAEj)ta6TT5NF(VpDrKP^y0P|6;Yt~v=X5N0YDlVi%JuqVxp?tLF0
z_pi}2M|JDx(z~zsYWnNmmJilk{q?>{^yEGmm*Gzy?`T3kEPfq^{*y?2`krkE(!!g(
za7M`euLWJp?{JMtR#hdo39)Z5NjB=LM#@b{-?L*yh8ao^+p-1JApe9H0}Q5(a&Kmj
zV+YE<XvXlL0YLiGSex$NMpeEvjRM&(K62tS#!bA=_w`UhTYQVO`(?DZaM?nM=ONql
z?{WQZ*^3jq)qI41v;e%OCyY?iB=cLZ_0lVD*k<!DySMogwE@D!k~6*LwmW-OX4pVO
z2=91j3CroIantVFTJaq;f!!BfFqIgL)1Qc8KmHJmgsXUS2k!f6H{3h>+sa>#e&gUC
zYs5n>Mm<@waAx<G+4Lc-Ybsls0Ca?89lY(?5f_4u)i7*#M!xr}!wes@ckDv@xqiI}
zbJc9#HI5U)^O4>S$`le^n$WyYdg40GuBWaiuE%EKLw~OGra@1=_xVx3K=wIKJbUm5
z=Xg<*&Z<Dgld1HS^CfA~Efds^mf$`Sii0w56Kdy$1VjPnY?`Ru=O1zHF3PEm2F42f
z$>e*RX{BK|8lL-X`>Y`5_(>ez9djQlJI~t%pFUg}pPD-y%oLsPcr$NHD!A)i!|PbX
zAiMOe5S*Z+_0yjnI~m96ekeFk^ANT;-u&jTlXLbkPP@9aMBEc&gDm65(0aB^_>B+C
zwpk9zP#MaO1z&{#qUEvZIRZP165-9M0p13Prc`ft+1iYz^Q+Cq)jM@gWB(s}Z{Zc?
z_rCuE4loEv3rK?^C@^$)8Uv^ZNSAad-5r7`h}6&`ItU_&gwi3+z|f5}BOu*<_UPNs
z_x<_)e&-)J>#XH+v2=K5KfCw6uj_Rye)w)G2+>QJQAs~VnfaJ$Ecic7IX*TgM+XfE
zf8df;m5&G_z{L+qmu8h#iVUmgzzbE03H|&mn74uR$woDolHC<`UR?SW#;j9vAZM%I
zDA6QI9gPhZ@@8XQX$tWtr~E<|`T}|o8miY%jweW9K=C2eN1eC}UuT}9^eWj5*DzW3
zYY7EUmTQN#2R8*?MtsQsY`f?$2Qf&v&idv};kUIXKK*HaZ(aswL!swbv4@UH6fR%L
zD<~4|xnAtLbQIIqb4;`;k<7X_u;U4hg~^v0MFu#e`g}5n9*xk>s6!yc^K5jF`J<mE
zjx1G*F3mCKNOP_0W?5}?xvPy(;LZq#pgHlra2|V_ledy)Tk^?^IhHqaKG<YGXlwUx
zh$C}7QV;tQRA8GWe@oR!6YS!M`(<~RznLs)O6Pn_(rysW^^@yQ-|5=)tIySh^r!9$
zLVMXa41)!-iN22%8TkMy#*wpwV3dx)fwQr<T&oy6sGA)AeF1cv2Ak}?dI`LJhTTm$
z1)D9#_l6ak!wYd!d=JZN+P8CV2j)vURZOZM$ydBoUnA;Q=7G-@P3K$;#?;xe9lPw5
zXq+pZdJSz!*NY8$Wr2AS<5eNfc)F7qWUD|cDxqbvl8#DjZ|cij{AXvW6&gg^=8pvY
z|0G~0&vSkdKhMMekz*v<Wtg||Y9B<umZcM7rFGSm;8|W4=|jH^7St*HZj-fs<4J7F
z62I&7&)~dsT>hnw3qIg5J!{3v$@6m7kHoE?n?X5tlcNk+fjGN6g?lFaUZtd05{V)l
z3@0F=wt%U>#XVwi9i9cfuX+7)!X%JbzqY-0jUm1Ac9!k<H$6s9qe%kPLk`pO(01D4
z@KMH;1rfNWx^HVy7U@Q{`1njj#UQv<Svld~jV9k`<}~Vk!n}=WJ+MM$d}Bs(BQ|Ej
zLH|H4M=hD}B(`DvIC=u%1~*eYUZf4H1iV8m^jsdxB7|@7OMEwM7e3!om*Gtwzjdvl
zGc3``ihi*S5x4g-R?XsgG*{rdC@+=R=<}nB2-HC|y+s(mUX1$#aWJ#oo<hpPeZSSB
zI6F?wr~<#`2@l8H$I$24a+HtZ>t@oFhOWfqIY<bvQuXQzP`&WQW>R(2(u7+J2*lW@
zvV0Gla@uRz{toeN7rx|QLNuV?Je$cs<9{>Ow=vAcNp>vE%)V8W7(q<Q?;lfN@SW3b
zBPHCMfD%4Jk=FXo`G<wz-J1>VvPq@o_4UG{2E*^m%p!^19gBPedP<Ftv<A6FmM;8C
z{#x8FqfnPCXSVesiovQ%V&5fWp?r56Kmjnaj`n?W$Ib6iiYqk~{4eii9SYXP`h2u?
z+k5@*7*bC#POTl?Q|T2wv`YhVz+>toC7c-!+;e4;JL89Qww_H-olwzI4Z^|`SxNqS
zg%iAC^asstN_yfg<%rDmV0}JTC9dz&lKZx*-eZl^6j_!eT!hzH=MJncVH$a37}yBz
z#(9`i9H)4j_;lGD&nY4=ToPx+Iw33|k@pM72ZXH+U(tmk$ng@3L}VMk4U<2v2Io5s
zk|S4zJA=;Kk{g5J<kSjk%-@)M<+e`zB+Av!+rJh&j45W)ID#1ZWul5{*7Dt(FD(`^
zcP29m?Zy11$HvgIjwSs*Wd~v%7fuC_I1jBJB*Xhlw3|?IlbU+*r&0oucPMaJA2qM1
z*)sUBh<&;`#W;M)ME8kzr-6BL%#zo!^3w*whuZwxkN3&KvtVJg$jK$y*8Gk|Z*Mu<
zM*gX<PW0IT6waAH!>oh|uM;>U?sBMc`l=HUP-BondYOEn|9pi`<b(NyN@}T0V8Di1
zSdU|1zMW0K>?>@G1y3peu!V2)uYyy=SzQDU_xX9}3eVS1S?IA%*?n7s__I+MpXFu!
z^-LUDos@~^*0&G1e$^)Rj?bOTVq%P|2LB2Ifi5Pd)A`_K5|Ig}tCTf`?5#=%caAR}
zl#b4DLu3=I2P?H9sWLsRid0d_vo7*<t@WWnmv2eD*?mozUO)GZPHo)eppjNTjl8he
zqcn$(e;)S}pW^l0^+Va>2`5uZ%UjN`;Pu`zm!7XEUcX$-(!E2$#|D)KIOr36QG$T`
z$Ykng7>JO>r%9$6uI_&4=~&aaWXw0!GO0vS<wGq^nZaYNTKZM=bRtH~C`Qk&i^m1U
zH&@YZabwx+eZM;?v-*)2V{Mkdq*qSEFdyq@^Eb>Cyz+{_TWF45SdoEJUHeG%(#+C2
zWSJF_SCo55wvaNNbK}KV%_fIj_kDb{k}!43JT7NN(j#r({H;{}g0Z6XXYwziuJu&<
zw+Lm%k@K;`RkZTkh2Aa+eeyF5OSYjK61b7f(&Y2ialK4VyR62RrEPp<K2ttt2-Rq0
ziW2$-B1w0xuE-*ZyfZ9BNA5@)v>X?#wz_7Oi!5cG&OWfp-d%(s3Vs56K(c*xj=LT5
zmu!XF_7&BtcaX<9{-*;ze*%}3xW@JTx2MT6<h*NBEw;j<P|5+5d?K#%Iszi*Eoyi|
zmDzFHG(EEB$QC3UN(Dt5llB9cI-o7i{M+nLPw944ObJv_`djtWSK{GT;lAVJKNd}X
zjCQlK#ZU>+wglJ|nw?RPTaZWf!~`KJLqjL3c?hnqh8f+L<F?XUoEK#~X~!2M34q@B
zEX|Gyr!8k8Ah%%>;NU6|5aeH1<7d&AmC~<L;NyG_ZSCosPlx&$754wkx1&Wy+OP=R
zyfS<fFP$Rd>D1np9_ZDFM%G)~dN*>q;=cHkXZO3WB4gE#kHGB7eU+cVjQM9)uUNYn
zW{Zzph3gJU$xrOk`idp_40R|F&pY<W?|{|xPShfa(2|)TU9hNNzkcE5<?&lpOH_ve
z#U~8?(`I|E-!$S_xKn9%CK1;XkAr*E>+Bl&V}`j!TDN68VIee`aflZDbC2UK!#U~M
zih)80ZwB-wyv6k}PV{})NN$$#*bjR!z+B>G?>Si*#(SWBOT!(_>DCQwZk3Ro`-5<k
zgRN)zG0XCBNjVGpbb2T+FedpfqnfQJ#4Gpv00Xaasa3DtLha(@$AZ;Kqb`m|W6VGP
z6P>XnnogJugRVtp=q(_cH$dLg?G!#oQxQwFFZuNrhtL`2@h~n6tG7+P-)xh_F;8DT
zff=lQOQDByj7$%0o2x3MYYF*g)+o}5Yqvzn3AG5sGr7;s%UBT#f0ECde4aA(%f1pl
zt5!4fL29{4uac<KZ}B~%cL2h<7Bq%>GZ8F#oZ^v<>6K&u3^({de7y}NZjDqjzNEG%
z8swI{l3=EDhjADr_?;>Cb$o7Nxi?d7!y;sxs*{OH=|S?(gh?$swXzpY2(MMEXIQzR
z_M;Y__C3Kvx7~O;Mp`nlDH?CwV>P0}KZC%`@USqWsPE9T4`*yQ>Pf7Ke~B@*QpmJM
zW@lPn38?KBP~R@{Iv$@|bC5mijcwukq_>OM6vB%+&l@K=jVrr#rMn_l?(ASlG$y#j
zp5amX7MyFwedeIji2r4ifMf12aC!X8yBE`D(IPR{BE(5{`g3kTZ7MsUAG)=CJea%s
zJy=s&VbYM$D*P10CRbb8V=>oCz7FAM5{sul`C3O>KK28%P^o@zdAGSBxA;_M-8&ZJ
znl&An=^K083YoqC&Xk>C%zUx+Q#Gf5h;Pa%LSdL7x)xR<|JpjVNylgbf17H-5;2;9
zVL)^5nJudKU)-4${kc<pa%OH$+>s(ba=qne)8|Q%NKt{C9O#=dtuh_})In=ixQx!@
zQo4c;Lii_13(air@!Q`l2^pHS;Dl_upv2+R^j#1Jc#L`K)6C&{i8~E0S%sb3cg9a1
zmSwC!r##THoTquqpBFsDmM$!a3Lf6d#mMX{$j0Htvu=?5S`7Taf*uQy*-zU+YoPBI
zs!8!_58w43grJJvq7AzOW#ah}+~su^0>$lam;5I0{gHW)2iq#(m_;3G+#r8FGHl4g
zFBDA^$`i)3IPb0hln#BH{h@H~T)3_6;dJOy-Rj-y?Z;Ls1St@LbpagVPqkP<vX@yZ
zoyC@y^L5ropJ9{6EEld2u%P(q8~lDA;Jk2D-loxcr6zyN!X#a0s`T<jt6%1(YD@_#
zT$RAY?yDy>d;>Mn(V4c+^Mv>`xIq<Sl`o`DF-6;up5lG@%Lx_IM)Cq_G$Ujj@w8d^
z?sIHrcaI|VQL>p(+ZL}$k_hj1>!7d=&aitKkLC%d-zROaiz4Jo@v`6h)9@i?V)Twt
zxKGSdiHvEa_eLzptO=FEvPnvb94vxRtc+~eh7<Mp^qvu68cv%7=AFAqAYFlp7y$$J
z&?n1gI=A{Gw*C5NT@^f_pHi~pPV=5Mh$%8yb#!iT=^a)(pC6mGh>dAxAeZJ#gakh*
z-%^sd>Go%F?+ttlJ1csw6EZCbVK%&J#dz%r2zTw3_Xb!!djEut^-T@*6u7{@Cb33$
zNE!`$_%kXvLmz#}s%>+48Wyl?yKNzcJVib4IDA^vyH4@8j97hdy@|Cb>&s4;i#*PE
zo+Rg0uNV$D%On{*q4CrfqzNI2rI0J;$||IgzjB^R13Z2&_5R-QJ%=J<x#LmvMM#UZ
zJ-nn3zllV6DG>G0eoUnnRW>JU5uq`LlI(@E8HxW0Gc#gfpF(xltlsy`9DB!T{0ms5
z91_hgtM?CVpR5P$SDi6F%RBV4@0zD~SG$5IxaPU0?v?f=Pe5@%1ATuDbX3(_Cf(5i
z%&moYI~~!-x2iB|xn~b$jVEhH^2qLKR=kv6k({K$%81c!9ox?_Ea%12nnbATiFs_V
z)$gtXvnl6kyek74?Vj$V1RVbivP&l>+viO}(U=Qpy|B-lYvn&P`(dq^EfMkmOsJor
zBf58VSz2Q$13K?r|B4%fCbvmdh>Gm@Nbeu+IuQ93q@B*Qm@p$nLIqDh*t_zJh6l@M
zauN;kkz3?isNZzB*Bf8=`9miGF;SKxf@);?tw^W2LoBr`Z+dwDr4t6TAq3%Au$&N8
z6R+Tkxp85&11xWinDiND;O^-{W!mRA#wdpk747DHzlnVJnC}v%H|VV#v={QX_!YYL
zxr=mHwGy96&^p$Ky*w_;3XY;cc)zNgk?GBDcVB%UyZ=%1J7F#gktdXmU;DALCRb{8
zDonxfdS)+jm-eH@1Jozy+SrtIBED7!`>%b4nx;-KbNu^F-G!Xt<M6hrpJy#%90F^W
zM<OeTC!P$F0uH(?=<?*6UzSdn!<U%Q67Z@`Ol13w#iZ3Wd_>wtv8Ak$JC7B$DCr%s
z%|&`ulZMBYH{5(;bXNQAjpNIQ2PZ)wZN<KiFn?@hEi*DjZ;1-Ql)V1T>FgPZpz+FK
zI#(oO^B0`JVe#8TCSS>g%}iW-D_qVkhwnTY)_Ag%o7|l|eNDzEMH=o&;3|FhX2JG9
z{3>M}v+sZgmGNt(R*f-#TQC|%bAn)lHyj4Sae~O71&96NO4a|QYQukwy>C-p3nTB@
zsC%3$yY@^-4mXSx^~>I>)dDi^or3ISW3_k?=7j%2JvQ4#E4Kdg5oUlxH&B(0Rb`{A
zmGyz&ARA+-7)#H=NHmM;+Z4Q9MCrR)9mf<l$bY0Q?RAJWxm@KJ^}|nUYg3k@)vQRH
z8hAoUOFMc}1+{L{zA1(`HAuj&{nOEMlyFuB8@)KA5N#zY@vjsF6!}Y=4iFZLwX!Ri
z-)1G2Mg6RrauLi`T)iUd+^K-?%UN1+JVG96X~9hn#md6_T|84-!pgnuYH5@3Z}Eqf
zcdho;FO#p9s^qfg24utoJcY`G-9JJ;I58d~VZ%KJ=8mx3dac+bO-@CC$7zpPBp1M)
zy%r8TRz}(-FOHV}ydilT>*ipqM-?n4_hc;~R0KJ$2~owQ;y^udZR%zuS>caUocG>@
zUUFHD+cdlcVO$))nF8ZIFZzz(fHf)$rN-nMuS)qtNxlTe2&%|dnyYpaK0;;R_Rej3
zkxt$3i--5*2ZuoX)ve&mVyuhT`>hX{ED7TCRzd3`KW3NzDKBs`hFMe(Y$U?iVWP@@
zJe!tTL0Q-Q47$?9&>SYG8*$Wm64FWNlDJiTyKmqIfs3+!m`Z?babC`ZDbJE%B3%<E
z+cTE&L4AndY8$BA6C*FO_mBoF?4q5<_)%XDAWA}so(eovkv!w@F=oA765OxM)l^%~
ziILih%3&4<Z?))nfP$N#Q@89N?X>)CXI0nof(gN)<gNMUNZPCHFpUJZH#cHqp<y=A
z&Re~bH(M8y3^X49kH$?N!WmhQ^_7pARJT$%wxD%7d|6fwR+PAI$rGcjR-OFm7A&}R
z2q-9G*sf|J#KD!OI-@VsUr%#7PNRTv!NK!3Vr^yPf?3OGS{}wPs-}zOKr+y8QtCBo
zp7O2bihb#Wq*kF$Gsgc?HPGS#SdoD_=XfMmWCDvfzeFFGBF(W8OjY6_>$G)0o-BQ#
zO_ZoUWMm!=G)d{hDxdz`q>={<K=@~P>JZJu`e(B(sI&@J(s&Ky5%MH~46(S~$by{W
z7D=tPyZ(VB9-saZi2@IRIPQeuMnISx>||SIevYH_oi|Cmng&C|Fwg)=FDhMS;oOdt
ze-WEd?aKWEi=0(GKFZtut5Au+2@y8lJ6NWN`5wAdQ@`H&LWj(_-<~evYG@kK^CGgR
zfYJN@i^zy8oEQGi(%7J)4W1uF`Fk|IHpiB%Rt)qzd(tUJK#y`=bhG%Cuq?Z3YT%=U
zY5N{s_pJdK?&y5QWxJ?<1aTyZIItA#zT5x)OWNCgThUepLhrqp557DXS|LXWgj#DW
zzfyf{z;oAt_xc}NJNAxQ7Sgk<*rPIUbk)SFhLIvdrNU5)*&KfP{uzRHWwQaMIf|rj
z&eb$oSp-$O5|PyLkBqfm`1(^oZz!)FX-OXUvR!BvF^NewF!phE4VV9h672l;6yW?7
z%Wvt$M5-FpqI{IQGB01nBFeGVTmO{kw@NZbYK@MncYyshOK02`U%ksa@oz9f;j&o^
z{X+`|mf5ywG8gYkputP}*jEYN!RGzQ{A_#uuTC}C3Cj8?8dkTNC~o|^)3zEOzxCQ5
zFhk0$f;wWO2=qb!O*RSejy-glj}t6bkhrD^8<NoG{nPc~mUt&D+jV!E+WjPea`3#N
z7@kVpME*(}|4jFgB_`G&u0`#$w50@lBkYt#mqPmoKh{10ACpY_t3Q+<hVZ{{GwE1K
z>V$0`N?r)M!7F+tG^H6_M`G}Vjel{dGTSnbGOtvlN(?oUjeTrAe~s_9+Y$a#`~w!;
zi7OM}qLjJ!o4G_^8!Y!^Do#zm%y3WU%IDr6v**0BJlg&a>_u7$CVi~=Zq(TCf3B<U
z_#gYm&r}?fDvDGA(@0?g@&#c6T5o;kumPe88@k$2em0e-Iy4prnMuhMU*dFQ=BX^r
z$J}XqE@8W8j~L!bE^ECa$IS;x<0@eW4n=p`Z??YWvKx<<zbQNPYLVrMdCf_~^&utl
zq}(ITJe5zR{};9Eks1!+cW4(~&%7;9GNEL#v6y%Vp*BhR80iaf;;^Sc$rX9IGfr?M
zYT;Hp@YnMdp;JXVJ4^41<mjFs#o2+8`7;AYNNg(b{FKN{yDGuad!F9FI99qZGQlhb
z<2tXR??G)MOPtv&Z8FC}$Z{7*CO^u)oA+jea>QCbP<PYfEOe)!lLO<f1$|HCKchBM
z-h_yi(ZV!|xXV1~vaNSd5~lSHAA!rEWGBTabEmtNnD+GuJ-ZB?mkJEyE%9GqisF61
ztkhv!K{9TQLfjv8TL2C<;j2L#QDnHv!d5GN9^)f~Gc=Yyx3~ShbQ1B+GQu7n=50;P
zS}07m1|Pg4x7^x&)Geo)kgP<mIyw^Z3J!#Irfyh8y5#U3-v1%#1qV|=)nDW**m&O?
zbCO}{@sQ$*@wd45qig!>MG{59FiST6=!GpGZHcYOgMLtJAGh*59u%gv;nWsNk5@(w
zXz`&<W!T5fQ%c9(y-G|nhj`U0wmhar16&;2^B3}^_pZss?j&y(YN<)EOY>m{KWT}w
zTbfrSC-}Z@t1V8?)dp7~&T_?1c;XjV4qY6gSNiXEh@kO@=V($n2J)#o#JVuGzlop0
z9zc6;uckKsKSC=o>%YJW^$&B%5PsNUxz!L*%Xs0OoN|7=qq6{0d}rfcVymoofEF9k
z0yR<;H|*6a<jrCEjbM8t<0`-MGAiiT@yo}HA$%RWpOUvn{vd`_Ujivujz{x=@!tWB
z70Yqo#%a*kF6h^J?zb1U;K4nn?Z8r$M6;2{p}CTjV_54CB>79EPrQ^Q!3A|cAPr&w
zdMX8kpsD#_o*z$jbTdzo#dnlodtLZOhhMTj1pIjiPF~!oz3Z#*?|=XIJ0Yop$&v6~
z*V^U$k0;bwy9L(ov6#mEtitX;W(QMcD32`r>O-M_uYdo3g0d+qR;Lfu(f%V41f%PJ
z{o%iX{XpW)_a6UDet&iH|LL(LVW1)|H01w9r2org@#m{l!?88x@_s<$Up4hdNBQUP
z;9wvcbYOi1vT6M1ssHsu{Riv^9u_8y{hLGj?~?M9gN2$D^6|$1^w)oX1Mn-+fDgRv
zNPHmm|5g_SSPo{esrG++R{!-SIoJ=}uXtdW`~Ox<dF-emFZkn-|F3%fQz@nou^+gh
zduR3EfX{!<=fBHK2gUAiLbU%bHUCF#zqp89sTc0#W&H1!`diWqY`}6T|2ZFU4gb3e
z{>B0BV?Xf0kh|<Rm;e7(%>Tbr{O!d5-{};eADNl4ihTTEy&~9FeHwU9G=O<W8z`Uy
zqAz%3A)%>2Bd-rMpZbS43qC7W0ylg=@M9Qw>;LUTW)uj4f(uLH|Em-BN7n;GN+uAE
zuDA`{S9`zZd5C2@;adPZ{9UY|EzE+K{hx=>iQ=X_x|H_q54Ph!59*Js2d15}$fpH<
zM^N<M58ri{@_*7=D4W_~eKo=ZlCS=21j6O;pmo@rUpEkd8Ol8QHCjS-#S+kXA3M@J
z{w=WrU|)~2F6BG@*RVh=Lin>L0HWG1+yvSTLPxP<tNn~w8h_B1rnj(@AEgbG>VJF3
zZU%!BgpdrF!V_~fWyk+w%}m(=fWn1+X=UU;Z-f1TUmaQi>}gAYQeZsqpbG*MrKSxb
zVM>92W!4BTyd&CFt}V$wo~FNJ9?pRWv|uKw0v0U@p_XdO?Yl&+EvCKCf4_S@gdDsN
zM1Gj<zveU3N{Vm5U)~S!N1xklvp^ii7E9y3YC``{k@(@*i88)C=C9r1&%gI0>Vfk=
zj_=!a$mL+HS>3*{0$Eo0uM!Ftr~jWN6v9JjVWG_dLkQh9AX4pr5v1{lv~KzZTi=gs
z1nrXlyR8K9wlQc;ELZNv^F}n-9rN8~aQZewEp;~|=Fgh}Viv(Dm$Aryfu!Uis;}y?
zaybB&o#Vx(wYtX0&|v=oYe0#te~2X=JgoU53H$HX4TJEPT;>1x{!iEeD9bMcGhjN8
zuHx#y=f<DU>w$!A3N$C#d%$RuV@~7IN^-fMB-ys2c83YevK$_Cs%RHoUZNJza(KYm
z5jUi=oHw4dj>b2a`Ms`BdK5JUfC>~ad6AF^HZ#>+ouac?YnE+6azApMTbE{zPJ4WL
zYop?FoL~)K$<zyaA;0s0cLzZ^nYTJS7j~-|$A4QXO!I-G$syn9e#XBnO*`^9Y`s{I
zKL9r<XoCCZt!49g!D5&qcaoBPVy^lYHx(XVUjShk3&}|pjdGLh<V87g4R4m^e9F=t
zc0_jOmmsd?ypGuF{8M%qLMw^fcG6{X5Aa4MRzdaqQ<X0$0zb~k!vozPx$zqUQ_QXC
zZS#~`08QxiXzZ;NJd_<!xmuK#u(vDKqZ<Y725QqK?oJAj8UDBgU7%M|Et^#JvKVIT
zol^drc_uFf`dC>`j^qCf1AYh|^!Zxd`I+04|9%<!%0k<o3o~ARTW4~+g-q;%^bm#Q
z{fGwduedX6gE*oD$OT7%r!fhu!1JcfJic{8mw>sjqtUtG|DlKn+8Hh}`Q_f>8kF@j
z#rhiJWv*~_Ctex(y=Ofyck?Z`mdjO`yvLMBm=?Cb@OVC#{y6eA8AGFJymm~U$qN**
zpBCCUUY<yQ(#O*BYk0=D5SUg$?l|id&`Ij&u^nl?M$|6lZ?CO~P@3NJ0%t`e7)-5N
zN!#vW+HoK;PBL+&c?BN}8_gK2Iv!pIU8KOs^9IAgX<l?EVPLVQ1dK)e3$KZF#SM11
z2iVRQY(_PGIH7?^3Zyel`La;$S97u%<T$T_8s4@n-+uArh(zrcZKGgjFK~{*?Pa#M
z6ISmd?IgBtVZ97625-t1(kk6$FRfs(nbMlMvCR0-!fl#LDIYxz2A>m1JB7`jMqJir
zok7<brz&d;t?BT#;Vvb%scXWyPH>gPVQazfO*~91!k?qaE~UCH){^Mmm=VQq`h0K{
zTTne;m~9-pI5Dn%Z91lzkh(8FmMcyz6{b}iKgx4X3+)2tBG6euNTs_|xnu7UC$C!h
zcCo4g1c^-~j-1sVl=z3hQGfMXJ+Vy42jJl9=V;_fy4@M)2hpDg&x&tl&E^BAHyj$+
z(cxXWPH$yX?K0-Z!du)_ozPE@*>%)R4*&F<(5pdjNVE0)eiE_i5BeNlxL2DQDE{1X
z+3tE!^tsNN3GkAwo|kxcxM*Xc(*}n;RC!A0??Zoa=T|X+4(P6Q*Ycma5uiEbbC$tz
zeFIAa{+h%QOP#Hg+2X<n`MAv#s>cEwI3#vEYc$$r*Dy9xe)T?i&33}fefdu@WGLjt
zBVLgN>p{EBB{a8Vbq)nBx6b{`*?K-+Jke|o41{*w0{Ygu^$VaVO*A@>vdiGiPB_%c
zrq$Th1E#S0o6Q3r#-SXPJP=Myi^O^dI6?{^#UxaNA>g7dPfi0XSV-32nhXEBjE``f
zr&@r$e_putw~2R%Od~p^Zb7?mb;hl3ngO#Q+3MH)ARPw9l6)*!2Pyr4b4XX;_FAB3
zUcQ!he=O)D{p+bKFaEqg5(n3q{0X3Ox&f(MOcb=PEt)!;wv&x|4!?}Cr~WyuN?(3*
zXB)8s-AXY}-6PAl`v384&_Qs2SdbSaij01g{iR~;hjUd0s(b0+;oK>q8GRh^^%##P
zZzn870)N+Y`_IWMeMdF`!R}C6l%@aYt%2pp)FtxX3dohH0c;-ez+zR9tkn_M%A@Zc
znOt?E!e_k0&Rcg94i=`u^mj@BS<R3)aIF|so?ccgIpHwp!PxpmzVkce;IPVoc6jaU
zgW$e@MS3A{ch$a3a7mpub=l_u=%D@G`zwDcO*H`rb|1?&X~ieLeAT>w1Jar7eb{m8
zB0wsw$ZK5L0n^`P*U{)*d|mg6VwLBA4D0ppt_MX~`+eZaT_8&>;IL6*rDglEPM-7$
zq+I0gdt?k;WDk_L=6%@PNMXQu<W=B)_4k?+%q@?jwhOHSME4`%z%xHhpoEX0j+0LE
zcJ8naGT&1&_F!+hOTkT{@aP@1&MWHor0{oxPN$CNccOf&<yr4%O4bDq+d~U(?~23g
zEHa0WDuJCWCdw7lt=<G^_nlhh_8}o>yJP@$(fUB-&u9aYzS3H9EG_-~4i-9_i>0Y(
zDQ|ga6E)DnV9@e>W8*DY5YHUu?!QcPpq}!f{PYhVF)3eRG38iL;!!OBEFJ0DizVwX
zIA^#I-H!EY;*e&C$BXLIY^rQuWi?2Ma`{ueNG@E6DYT*xREis*M85;;x#%fytL!9L
z8p|ruWYQ8Db8RJ)CbdULn!;g>TBRjFOaJN3Sl<&R<+Oj2=g{ZJ({oOKsA~&G$<>4`
zemw@U+IZ^)v3~O${ng&v`b$9WlE%FIL9K#ZeZAz|GaE!j!<dZK|3pPW_=WQov>ux)
z)D3jR@>$?6T+lbGen{T)v%`cEnAsfP+4#4kiuYIE$o!{UfkJRb;0#@|$qv_su!PO!
zJbi~ExMMntBis$3Gc~2al=pQOKnj0$_P2*=;eCl(Dw53qvo8@R!p6I>{w{+`0K@5@
zIzRK&q<Ef9e_4^gHfbSn$L|`)Rx?Tet-rgbKYI*B3}hp@(^rTkDeCZ<WobY87dC07
zZ3isn2y4u0ZIxaWu#Hz2y$u|yCkfv<aYqxX-bu1yI~BqQa<E-H9YWlPHQcxXL_HE*
zjE;1%AI=%u<-P9%{P>?kS)!eOo9wf6CjZ^G%5NlaPqK|bg2^QSyz%__0?Q3OQ%H^N
zb>J{{E*`Z?dk?%$(vDzfz63O`>Gs(#w+fblO>v#$#-CF*ShKNb0f3q+kv;>)bq!!@
zGVvo|J#*+in?>&z$NCqXvpoShTF%sXwA$DV>6reVqQg|5YI;tXrSR~PKgiJY4si6_
z<jiyYTbgjOM+zTMn5@i=u<P$~fq{iN<)!PxkbeaUfOiOpA~W3<Q>>9DfaSF`Tz6J>
zKC^|1mfVle+_`!lx}bTvVdUY%g|&T4nfX^reN3Jc0!aO^Xsprnw|T8UbFVZm{r)x(
z4c~gk?DN5%++4r2f)TJ!mjFO+8R5FRe-T-IJ=4ql2)tV+ARd;wffLH^F?saBvrwZL
zwfPgQ!vXdH$rtL2+3DBR#L~$7vB0kLBdG#d1y#duWUCZsw>K;QlxZkwA0WmqQ`voX
zq}#{ueibXVCO+(D*(3jkX=f1YM_1RrBtDIUUf(BUp_1LNKvx9P6L0}alZ6l1du9Q<
ze($=HNd6OcJz=|PoQv5revL%e5B!fCX={6qCzL0sYSOQuUs}s<r`Q4*mIg@c;sVol
zt3iW&+X<I|j}3d?@(x_B3~?aL?8RE1zNF7n{oL@QTi+%V#pVv^!@~I8I=FKWN@!T#
zYiDO+9%`R+Eox8F)}*(7n7CV$KK^j@nSEFyAxn7_7Wdb94%=r%rT{iXjhwaD5Gqr~
zw=Z*VHon}_4)JG1fZV6(&?5g;`y~mqw}w7Qht$6f{3vcM^w!@t7S-gA;?N!63tj`G
z5m}$X)R7K4`DuZkCziu*WC~zxer*183{y|Fw7|8}2W*~*LVr&H@D%%4@bG!CVx3aF
zB>l#=xjRU*bBMEpO(Agv(E6{iq{aOz3D8Ox48mM<Gkxq7tDNbAw?U6O|9N2$p<TA*
zY~~KU?C-H=JEsWg9}Q;xa}S)@AJu>c)C5~3-M4it{yV)ybzBIYz;)j#*Js}~{bs4C
ztk^=UVd9=)<zOOk9|M_jsT9wLs~1I<UOw^53B0YwrP>6yB*#^_vA;(syMfEnlw)=b
zELh?KkFp~9<9Ik{{pJuPmo}rKq=LK()th7}R+l&zDuP9!j@I6ExTMsK;qftI8+;9c
z5Hv3P?$&uvEQY1gSQxM;7wLu*Z1>@77>Sq3?T<(6mTP~$cg%5t?YcN=S+a1}&F1__
z`>})E0nEqY^)xVT^iGW**nIaLj|Qt};QACunMJwo;*jOmz&!o;I)<MbZ!i4o2yjwf
zOuJM0S;4_9Fd>|Dp4b&4nJ}lB9O?(Uo!V>d5qWPE_c+ejw&Uv%fkSm2hkN%Nz&%yC
zdQi_huN*;6YF>Cru7w_zhgX#&CsIexH}3|#XIP(QC&X63hk?L9{lir0;E5L&zs>RS
z;{fW)#WeT)kN!v6ULyrR)pk6E8k{mhNVlS~7OKoAB`)4)tZT$K%5N)P+z$U)t!`g5
z81V?3Xo6Tsf*XE|R?lC(Yu$V^U$@2%o`H-rKukY{|KQi*Ol{`xE}j&CA9oy2V4Z6M
z%@O{ZFC@Ia)AYyi!jHe1EuB#dDd+^=I5OcCCC=LZ8f)+WDY?TK+%fx1B4@_S*8;M%
z#zSAWwNxIzO<s&`tQqL^R!{c#@;vVLtexAB_dnoszzdoMb3uTa{(3w?uy7k^M%x2Y
z>|zs~r&do8X$z(Ybxu=fUdGy{x7S<&jW!o+6cZSKr+5w>$Scg5RGhvk7Nc85v<|G1
z6VyXLOe;q}mGhV!06q$OV9nm|*9ov@%9@FO1>_ku9et3=&Cnt@QD8dUEG<9Wq~=zY
zjLhDO`;=3xHlLh>j`k^2S6mN&Q&Z@fv35*(ET(okfM3B7tEcJ5I?*1(jw~71zR_t3
z3U?kcdBx1~)2p?6%cn&Y9eyXF>M}=Q^gRnIYfX|(bkWN5b7D3lsbdQPQUH}LWF4a`
z5V>vRLwfA5F=r`AzxSl0@V3FRo^JeH9vt`u*2;&CeJjGD=O&L{ZZLlXFvn}cwOFs~
z?tYNWfT%zWk&n#>k3VcEuy?`QI403;U@4yEWP}rc;unBm6Whq~!w?6l?ccGUT3LWT
zsfr>Efk2WGpUBB${I}w>b}aiJIx7qUi?e{qdAnx7>&Or7bM{M2>t1Tl6)xg$v~PnU
zJ%XPD{}O~_1`-~4nsLL_esw;ag$n)Z{5(uAhy0ZEW4F+=VjYGG__0_1^^lWb7WJkn
zVII+EhP<oi*M!{@d78jM9*{7p*ydlC8uW8L%vD3lu7^1fG*{FC+nK9^VQKD-X2ZeS
zh)Vh_Ti8JW(so)!fGk3y@k+n3ivj`iNi~W2o)564mFG99(Z~+*e-b9WyWh~-g5*>@
zn3^%92oQ`P0CD#(ZME*hbTR9G7^%~0i66js9OnTL<Z{>h!<?!5u@0e6XFXAtEAPJG
zLvE$Rs>O9tI8z%DV($Pcz=s=U%}?~M2vAS6ZnrY~792mYkg6@^lFO_Y-gVEO^uPaA
zbAB!@@|F$e<|Ws=NAh7B(jdi$^m$Ows}+z#%IOI3E|*U+G(}!2jRgroa#vA3L<cWJ
z*n-bGYgFWZOYpp*?+*DJ3hF+e{IZr?xj?!6_LAQUHZelfF+u#pLb+2GEzdOpc&R|f
zOhCa(e9h+%_O#WK0<#kJrq8!$rETZX0eeDq))co=kp;(OO>#77>E(I)W`U`#q_5w&
z+4iqscE+d9%H5f~MFW7RaFfWC|7Fcg1VbOz>_hwWLP_%3I&F3r8cT`{W0AmX%)l;4
zeA6%dGV_p*tK%zc7NX_8ml~t3A+6aaGnj3xY*Mn~`jQetWkwCQmaH+1Q{oEu^X}e0
z$7LwQMH}`9sJquzigTU5m}9%w2=S42KfGOfXzSUPI$^(%KZA1RMy*v?ov0<DqfS$Y
zOm<BU!JAk4{T%X%KQHh&*F1GF$ek;_Vx(^~oP1YhywGDgw^#@bJ;QhxIs!s6-z&2{
zl{Lc5Xykii-&kd)JI89KLj`(HE>WY`Sc;!g)wjB3`c~i7c=Y+%e*#S4GDLzH=D@Fw
z=rL#A{n%%RCu-`fMeaLePxD#9%q&z1Ep~qEliy{y`~%a7y~HBF_x!l(n=h=Tzjrpf
zmn2W&3Gw;raXTo6C)v&cif--fl4hWfS-`c6+uRsrNrKQ!;_#Eu;YKSyV9L@O!71Qx
zEeI!)dk)Sx)QC$DfH!Ov<NjLr62kp~8scG(D3vLV=m<A_rDxyd+tciIt1+8ejg0hM
z(lftF0wxtO7IYp9@zHQXZou27^Unq>WCiureZa{4wOc0W&~Re?O)uln=jN~Qs?W5N
zFpE%I*dB<H(QsBXl(1O6MUHBlUZf7Ta4H+r2`7ppMx~=-<I;%xBCr;i`vsyRxC&;9
zT_G!%j>-IgDg~fG+CF5NX0E+MBli@clQ%z`3D$x2CUG$88h&R13S(;4Ur&o1d^qBu
z`@_WH-Y=_XJ4_)&!V~Z~*A~b~m{7Pn*NkH$W7^&@KEsYz#YEHVFPuT!ereM=Z(#1e
zCId_`v{-f!iv`HGh$<Q9^PDx4t=1<|mwz<kP!mq{C7ss46~bsNw=cZUgM#~ZRhYK~
z09&^YGn@!v5V4d(da>q-*<yFib8f!l5+)6-X;bD}tnc$JY1mtqwCR?Wf}^D*6{9ML
zdVM$ZrcL!XhKT95an12Af!Zvo7jStkglRGVc~Ur0RSgP+de=^a{6XmODOxC-^&>uK
z1>%+K4^GxC>45H1OopvAHS!eWopB^*r8sb3w3ug#>eGdjCk+t3a9hoT+NqO8F@rR3
z(G3>6m~NS(e*cLz37ZROovL3JiWL4sVR`tB@W`L7m<kme7t&u!x6K;yr($cjfNTBR
zV6Io@AU@TLLm^z9b^mqWnny+M3$4?}*&0;LU%!kSl_2-8B&G~S4>NHl?G=AtCxcga
zX<FWQ*HB+6Ixcd^P`1r(57fy$&kZR1)bDKLGw9!&2TRtdDATV^PTkS+SgebXjXC5!
zFWLMxr$>PfuJnE9{*;#_y&kXzl*FopiQ|J=KCa=2$Ni<HfXlsl!dJFTB=4NG^)*=`
zxKQ<t?TC$Vh0CxI5=E5l8X|-K(W2}NfVAadfwG1@55kF(Wal^i?inT#7F*C*>v0@_
zT%Gkc4D3(XO1>{h?j-Qxnlb~$qT5Ai{;#`p2y>DEdgwwx68TVEt2|S1WY^n=Bg4lr
ztHRH|@TEs7@DrMU?l{yU%RYJFq><*&0-^GTW^0hRICAPd(K3#}_2gr<z)`E}dRVCa
zVnx~bIxc;qS{MYHz|MMA=w$>u?JJRr7AU_2CtfZT8UC<`1*%>svCvUq3{EA!QwndW
z8mtO-Ek=1_WxrjOgOpUjC=dEL!;;<EAddm@B%kbo`f=_xY6Y9ituJMVcWOUK8E0x%
z*|6ZHBD0Cej%asNTO3ycELra`D=tDwj@n9KYjF#B!dv7{s`5Qb%y?p9gHRxmF>O=h
zYL|~EZ&kHn#<S^%@3<fvE^G6>-fMhYXrxZpi_;I;_DE4R{3v53xZ=H7P?KnVr8tw;
z9~bvR2vfI|;tm<)BgHo{rJ(+I=ek6AA3pkNDxZ3HY{%J~Ayq#)_>FBEzU-NoE%dp>
z{^HFV)~0-4+l)%8G)WJNYXogeH4dG2yyEof$g5?O#EzESycaorchq?0`CJ12WA#G4
zoqdgceQ4XaCkJ#}1=cd1>sjKWwu2HPd3BS4md1fRo=50e#DU7Mopa$I<svc~pi{kr
zwH_|o9va(?X;O@Ab%*e$*4L<<N0UYP%`dyf&ad`tO+z;v1l9K%nBFLLZ7EoJhWw))
zG==i#OaL?bY`-+wA~e5@2^UUw-w1PM<T&VKkp*8nPap*Xmz?VANka-bieoWGRNSNF
z0-Tl|5yW$OvY;nSt=-tg;COVpf4`(5H(6-rRoao+a`+)5z#&cc<%fn>cMC8`7Cby0
zzUV5`@8xoCkWRK}wmL>cYxS_%I-V#&U#)qdmmsk$pqhU)m=uF}#(%fj5NTUa;*E8&
z(W_ao_&Jk@kgYbMgk$H;$_byG9IMnTqlC-#k40-*2$|eo=>|)%;7$cI!n!H6`aF32
zbNk2~OJR*`*8KZjq4fBt<Rur6uCpDzCrZ;VLj*M@rx+D!nU>#&s|$=`jd2r@xTEd4
z2Ws)hZ~KeQeM{-%r#Q2@WBG$c73`vk(OP(m@vDkez8B(oQ9J^{9OfG8EIH>X<+-|@
zHL<tZTSa*}&}qQfz1}KgOj~KGAmfZ)Tz$){ehf#r_D^vjtkPkNRuu>>inphTCNst7
zw_OlzEhU#q<c=t<+z=vy9NgJpC6^LC$wr&6SvH30NC`wWwK8Qd`7^?|F|5Pru;8fU
zsH2}s745KHi#6(OTe<gsJA<ZhX8*ykqVBle{8ucn@_l{XUnUx9h9%-w{l27HkIz{6
zZ!es+D^<DL=?2E1cZgpaM)n8l^q=Q)Vty1ls>f0}#+KTe#B90Sik(usYMj+=+`b)o
zE^-W=UOCZpt5mCg6F_hWCz){1SxEhz)Maps?h~b5fjy@JFc|Xwbj-kNbQbXquax_A
z%(w)>;!4d$<hV1`us!c@01xC(6L<r_a|+dtm)H7TOI|j(g^>?^j<I;U9P59pOSosB
zxK8b0R*<UWv58eb_M9(Uu;Cv6th!seE_s2RB<!4V`R9NJ0ZLr6Rl%K^oO~XW`NU$h
zHr-c;QK(#~?HXjbt>`ZOht$QGIt0ct<nB9?0f{2%+1xfO(w)hT^(4Z*X#X7EjKboS
zoQivptcTD^x-e%lwVzFb9Shu;R?`nCqFU@tD(%a?h2v(yfY&2pey7R-+RshCg6u3E
zxiMm&sP~JtW%-UpDq#7`MIF(}UJzcATFLOujkaU=+_{9WgwK%f4@q|_tdK?z3oFZh
z@Dh6z*bRHp-M1d}k1i5W{BcGu-HRqVcr{!19Jj<a*-P1!25-pts7`mHnG9_c)>lfT
zupUlpjM$jE9eMn&-`}t~!8$l4q)L+?GL5WQ!srf{ZW@OoPYc!#ywALrmv>Xkq>#2U
zl_tgHzc7xDm4=0N?SYm9lk;-+(&w6!rJsi9gjYMAyRj`gAlzGXWz7+9{bty~hrv~u
zS*exWBFMp`&Q^s?&4Z})58zrxId0e)8^;6LRuB@d$UsZWSC08-Ymh|RK%vbv0&6*M
z4GO|GX#Ue>ds*|>hxcqn_)3un=DL?`ny3Bb6rqNXtmT9ubU_Ih8u9S1&{^62)Tr;h
zC;>=76Ql0NvPDAZ^<kG>k3Kab5L8%3GzfV^w@r0uQ0eHBt|mv6Rd>AUSxn3P@F(R{
zaTitl_k3@h!(Z{lia&`x?F>OzXCj9Y!4!%Y3Z+6gOV7wZtNv-cE4QFJKV7qHsK(Pi
zo3n=32hlDDJoDIB>9=4bCvBkU?ve`M-1_<OT-j+I>@EzRHAA1B!buw4Io>KnaPl?^
zhuyaEh#-GizSnoY(p}7#bxdj|(~4n!{Du067K}MVZLvlJVJq@)0>1ocr)5zsO#W=4
zgm@<K;P$auEuth(HQmQ~G8?2lv8iuVLykFj#SV*J_@tg#@2;FjS(Muw6t&W8nq0c{
zZc_SYPo~;j1~sp@ke0jJMs*rxWsREO_0tz=IO`19Ol<KLc$@8Jh^uWUTIHFZbF%Ve
zG=SQCL3s5K?YJi$2bPb5MzA*f<s9g;A-xx)ZEf;}i`1{Bk;}i4k4&)KHc8+&Qko85
zQnzsl=e|}#_*UX_u)n}H0TzqQaMozrTgFL5W(3blTE%8?aHKYGD=R!iY82A96}X@x
zZ^<(>rmr8DiDG_%+$GJ~*%Tqg9*S&5kJIHc#-b!BIXzLc&m^oM-H8o$sHb#?aS?l3
z2x}GDR5yq#&M#Y%0lIe-rYe)pj{L6QOJA<U5s!zsCRi+L5|nx?+w-8>927~4<N`+I
z_8fg)jt-wxTqQ6?u{M{k*chn%X-W6y0PO<)&8XGGfZ`YB1Py+#m511E)2)Ay(Q-eg
zzt8ueV_=f@@Qf`CwQcSV%)L9K;(EDLIlQ_w{Oe{(eVbb!@_os@Gal(Ml^9&sc7G*i
ztU6iBgi9A9KwycovJD_K8mAFbJ1ZeqRErE4TT7v}^i`)|+z<#&5lY!iIu=kA+jss&
z#m&Nt&`v%#hTlqAO+Ln<s>tX6VSi5>^Jc53e&H~KP*{^F^qZ9pJCjQrn^Q<^3LkoV
zGs5FM5x5vmtVK=(ZwwoifeE#S*;?9P;)#XWX~OxVql;@~Pp{XjT`N_cGkQ1fd-ch)
zq$-YjH5XY`1X|%75n2D5?6OVMIOK)}s;25=h35NJ;Jf-q6A__WPw*=IP}`aCE3$aD
z<YLNVFuK~h5pXnaD%p2Flp)vHS`}%?*h$67cTW``5Ltyxm4kRF?aYhO+7CX=-JOo9
zj#)D==`*n>__93_s@t&d1>PtpTUfHJD|>50RIRN6_1<f(5x_{%tA*DKx8MqCR6B<`
zT)60Y&|M2>4HELVO8iKS4W>(Zi<xPEyoGXThZ|CWygX`8a)`{?JFR=>tH;WytbaJ<
z%FTvNz?Dy>U7ii4(^{h5<!Fmx)Qx4wDUXE&6vV}>kwP8(CD%0SQx>}5Z%+K4Qj!pJ
z^1UHx<qv*^-f5FjU>*)0HC+iI`r(%()6wU&U7<ZP{Aen<8sybLS(7@tyqu#m6x(|_
zO39H$gezJ6&LM?n_&WicEJGgYgK9}e_ISc9sQBW-H>BmV9-K3H?x|I)5Suo&!BtD-
zgT1+<8NV7nH(!%`v9{3%zX~cWPFzk6LlM(Kw+XjyU;0M-A=Gc|woPMb`!(_Fj1ScK
z1Mg(gYP@f^Zh>_ycrP-vZ<~v1cL)G_EaJ8>8H)L?Y{?7N&#<FR>(G(5tth<dXsR8L
zY=g`0t9Ff%9*7_SGMx(L{IF9EQV5j~KBNlpHkMVo#*l&tz0HR}HH38-XX+7|z1~+B
z6<#`rcQ@1$GCmC&rjc9lW#9VvfC_b3)1Z8H;m^i#%g~hb0adkkqVr@*FAT5bS)a#t
z@4TLR5w1}97nYb24ut&F_LjAWL-YVDubM=tRQ2b3zB4V9X9C)-3P|RuPfVK199+6m
zf7lBUk)BIPe|7Fdd(U0XbXWYlll<J?&v~w=ewKCATh7^<R|!kqSvX0zsPKb{tmblh
z?d`L0I?vPvVFcrE^r%7A*WzqK`_`Zv=Uq}9@niz@u|%S$GLe=)m{PRe1o3Mh|IJ-r
zA4V=8X{s-U4{Nh>T7ac3%C%V6KK_h;(~A1S`OY!Nr$-FrN)At962EKwgI*euXSm`<
z-oc76Ww^lZ8nD(#XjQEIR7rN6{;ANtn0o5Hd8!nN?ou+p9!HZBgVx#R#8Dy+1a~a@
zaf^dC3fcV2p&Hy6PNeL`uiMK8{BgQ5#J7-Wmqv4s&`YOYP9)}SQ@Uq0W-B`vm!j(J
z59J_lR5d04QJ6vEguw4974r-1x7%tE09j5s2pkz>^=_!&MSWa+ACr>ArJ07fP5EPw
zM)=aI5I(z~sflZ!A!77l!;3cqp*`WjjB#h(cR3aixG}g?ja(2X5}Yx7p)?mZ%47B>
zQ`Tqq+H2d61W<vxIrfaLL9`{hI^iBX<Hc{u1Uui^x=~|~#KZ(WEGN^11{dze(BKIk
z;fDxV87-s=A&Q8hZZpjlR9y<k2z!>}T^Ezju#(6Ju;E;zH${GcrF4_-jn<D+JYooZ
z0=DBDR_|@odI47j8dPyzLUf;05ocNTP3WsD4S5nu`_e}j9j}q$;x7C|BbR3P<xYd8
zkDjGORJ<8R=^A}gmu;QNwBCrlmn6-;&vz;jhCAOoylt%%V9X<Ci5r^lq2j+vcR%8o
z@N#LCFG&OIzVp0u9UG1y%L}j_NVl!1Am@lt=qN}e>0|E+pi3qD+-CQF^{DO;vLg$u
z@#MicZzg4W^GnTf*=W(rE~anv_6rszTDCtdOSDaAiS|B&`?gqnFUZat9>%IX)iim(
zYV~~7r^UUJ02w@omfM><hs^MwM!K_Km?oE>#{luZTIIdhg2?yFC5n6cv_g`79)(i-
zjEY&(rBznyYa+52H_t5t4o}j(L^tJH{pm67+b_;lAfFDw@hQu<0vw<M_=+di<ZgDj
z9R)7yj!QD-F4w+!xq9T1u9R6`l`OfdwLBx)vfH7xMl9Q1UZu9>VN)T53z<V^=x>-c
z@~G*r>n!>-PQ`;;21H|NzLc)8!nMnD--d4g793&sQ;kH^Puh@`o`asgdG5JQC+cRG
zLykliDN&J;di1hU4xhzl95e5b%C9ozRw3j@f_&q&N`hmg24hCoxaxO{X&uG1>gUk}
zH$I*68#S7Vb|VGC>!W;_9iA=*<iS4=xeR4IS;x3kd9*mg?=7r0aC?gH#yGA%K#4vb
zVJtD#PHcXdsE3*kMZer=c%58^8+yEK&dJ+xuRPzdR<oAG+KRF?_$~TDtH0Kzj6&xG
zjDB*Fu7iD}V8>z}>GFhtpjG6=cYzhNga&#Eq3>qKEr+hmh&m0oNMDc>ZFMY6;@YA&
z1a;|S;e~O@%{QnI&yYOJ-L7;m_yb!8#Og4Fz1V%#4HhA{lbeIP707+(fv%Dy41=@)
z14hqLv3F!bl&M9;W;}?1L0|zRY5v^U-MB`!<O*XYOhxikcZlg7h?m5l=T;uIKN%}G
zj_r3eDYUoG4Y0#A6Px@VmV%)?7hq&?weZVJNisn1-!e)=`pBYb&RAA2<W~JOEw{C*
zTa-($KW%Hejxvp58AL>Re{qcqa`<AxR`y%PjTFGO>ieD>?@zHOXX5vGR9ALCqmjpc
zFL5e2gmWQwxRk>1TPQye;V7GyLc@Yc<h<P#-}g##l<E9lpiSQr@y|r0$W)mYoXk9n
zx`B{~vcz2+gpfC3S*K^g(W7#kG?yu+oS<725zT52jB7%;7ZuO$lbnn3c5sy&{$toc
zY(aWh1*T+~=N=ylEykw6bZk~XJ1n{t9)8y~2X?x81=kC_LT9B>HY&gm_T)v9{6HQ^
z6lOY0^d?wd{<{jeNv~tJ3;ul`!^b->su9Bdnt$Vb!(7#h9zso_OpPm~e2vDsE4TyR
zDIn4%cvq{$=ZeGU>m|KbT?1c)OVY3KKTF5ZH{!lhP~l8ez*SJ#4?LAUpYq<D+)wv~
zJw;a>r*9Wx^a^T*GlzWkWheXtFbt3Jb15eSd2h!R3|%`=PM+rXKia`2wH{~`7PGtL
z^pYzUM=v~Ynb6kTBQml4E;RmHbwEOr3L<1hZQtWKThgAQ_I{}CTxc<?{TxI60vir4
zRQ`=Sw9U{suuXg6$Gf5PwoW5el|tH%D_r}OQ8tvQ>g90m76sx=_s{OC&3ddj!Hdu~
z5zZFvFTZ?zh?1ptvDv@rrP8F5R>^~KAmIOzP%eW#kWq;|Aw$QQ$Oj$YmII%p?6SK(
z!QHG7XiXEr#@SZPk}#Ox{gU448lb<56}^hnHWS{-`4aGWD7GtKpf<Nm#%G7iJt}oc
zjrC)SLAx^R?{ZS(R@mL)>AxFPNAh8?Q-S0j<IdJQ_LY)`P(lM9?&kPDm}NfYV08;?
zj*3NkLZ#>_d64`z#GE~tK#JQV;|4z7?-KUtLmsOm$(i2I9+wTd-|%K`#*3ye=Z&z1
zTivs{=EHrKm)|6Ciu3+0|5cyXL9(W!;*mgMotv@IcJ417co(6MKdHRlmd61Plh>wv
zWq`yxxx=+hOY~&dB|DiE-)%79#?iuk_LPFIhZY{nA1R0Ww4M1tIJ@x9Es`sLO7Qz-
z%pp5J@_H^@^nnH6{iGYtelJUZx8mS^1NTx;z`!nx_q7P`L@uP~pgtwk;5dTyRhj7h
zZbHynICvsz@}u~>l<dWD$D?Lt7}wb>yO<{Ii>emmdxcN}n*1;k?cH1h%ViFZ-1wYu
zY@7W4wK6sNA!Ev#$D8lNgn!uSY0Hh|ANlAXJSaChXB!H9qyBYmiIrHQBZ5kvb^NIZ
zBhl|)BDay3w_Q9PmI-XX{q;=n9qrqlyRkf7)Y}S;DFKJuIyyG_%iB8UsY%Xq_Cc96
z*y8=J<a_t=F7{@Nf2FLMcYI^1ZKCthQ}#(&ma-sh>rT)A)81FUMcIAf!U#(E3XYVD
z5;Alv2vP$gN=XjgFm${$B3;rVHAo18bPweW5)w*x2nZ-Dozf*|kNTp&>pFkH`EdN?
z1;af1*?X<ESKaFtNjvdN{-J{CTy$3{Qc4&1p|QJ6OdpeQkvli!*K#Rt&{ynd%cI8S
z;|x;Y9FWHAAbi^gNE0AMIr263lgrt10oqtO%Rx^pLX^0;aAhc8?cf&Y-QN$#^T#r0
z&~c%-bj{byrxwK&*9;5li$)0fstPrVts51m@I0r#(+O;!u{e05bb>!5M!Z!YQfqo9
z$gVyBJ~CV5hyVLEl9}lx6?tquFUvP1?MI{>9DU<DW}It3H(;T8mXW%XDG6EV^Ri20
zB}+WaiQ@F#V{StVHA}1AVK8qtjqU4*f{ruvx)fdFhk;oq^lbPFoeLVBo`#G+Y!l5~
zi*LjrMvqM@f9np_C1r(M#1;h$hSJ{JJTYUad%pR4wQhD<OKp^JDebkXI#PkUsX|Sj
zrCp6fD`EY|JIn2zrZ><ozZbk1=cji;vqbMQlj<YHjw2Vf&2X+eWtBnI)X?LIDMa`&
z{k#NCK{vNM_$G0O2Wh=m{EK?%@N&q09X6{Bd?q;pX$^ao;K{a4J+#%i98Sq`rDbg0
zrY!-^lLqZ(N_>=}KjMk)_^!A#rXgv=_G{tzMC#FgMO94J`HO3H1w4<Jj;9u{G1M(D
zjZfbU&b7$cCG@?$PWSQX9Cque^Wvs!jmIdKol!HHwUdj%4?Y5wTR!t^1%8d57yCL(
z3_M{k7GOfU+p){u3)JR@4{M-H;dP=ma3^GpWe&=yYHab?y6)gdJ@=@Jp~liu3yAr3
zdwPB@CguhtyfB+ayWl`%v2(%oIPKwX?r4=>k@bnK-q2R%w!6Bo#h`>!w(oi8{?6jg
zils%=e74Vwb9Osgj~GH^mXOgU@LOfbKNvxr8u~~v21EKn96JLBMWy-FCnl>j3z8k#
zLxeZO%nj<4Mr@`uZO0CW1Q7|()cw7G?TGRO!Pc(Ah^Ea*QMpEE0kq6Zc(P!+hEjJ&
z++q86FDm8mYA&7s)@~Oem*K-w3tyLx68RP<zOI^!frZuSpLNo&L9~mfjc0#pJTNsX
zkOjk0{Re~85nE{A{s+Db>*5Z_olzqdovlz91>kqfdmtUBH48LxaJVM-u<|3&o+h6K
z<n*k!bp_&(mAw35UsY|nrw@GN5D9*mnnS~}Ti;2i0Ze`035x)%&(+HlTfX%Uz17?<
z`O~|D+q$Y-CukqP{*%L2pU`&uxV&$N*%OuX-wr+KGzPdZmzLEW2*}$OSE6qk{wMnE
zGVqd@KVY)O5tdVPhN(xLYS`^>%P4LMnd17s{heheHE!Nkyf%}EQqM`vxpVfh^$PoL
z+f|i0Py2-j5OWVo51q<=)&_;D(sf7(==<CVwr&I#a3%~O7?nNsJGmAH#T609bfZIV
z)3Z{j5pV6{cUbXz5?A)fpa;H1AJDsxQjQsJ90%SnN3L~N9~qU4yN7!-^m&41>O6&6
z1e}^e3_}J_Aa`bV1CupI%Xg>K%yY8ABhlLRp*OLHt~K3uZo@59I7f{*9xV2eYd<Gf
z2IW$xJ?e4cflk)2u=@5lH`7Gdqj&19E3$N@u4|j$Op2q~M$%U{AHVXUbdcvljoY7l
z?>o>dRsPMy`_9PWaP_N>fV}+Ufr+X&e2CHh4QN4y9agDx%yn8~qSV#9M7MBwuAh**
z3LIDBYA5&M@kF0SZ*atnwJtlBdV+_m#in+o&U~~^VnXh#+^&@Zur(R=MD#JkqsQje
z|7jqco|@pO(@p1AXSn5f;>sYFu28TxRo|hV`gnw#)+O473+CkE%WV${v~-3*VfqSo
z5B2Q07&PZL##2L!j^$RqOz3@7O(}uq3@nWuyNKehOZW@$ly3|6yj1@kF}UEd^z<*g
zTKS1>#*ovi#kx%U2M3j0Rmtqt=_PTiyD3@XxILhrsJHCT{1^011>xq%N7C>$^{91p
zbRE_W_p~Msqe{B9n+2-$Cq{A?v5G5(a(e@Ozbt4Q8NS)!(MM7l$Zv}PPEDDGKu<aU
zK1VW`vp=CP4)|P}aeTfk?x|K%KQH1b;`NGqpr`dq;OQBkZVUJTD+fLS8a?yv>)${8
z>8<>H#v>L#c;c=|%ie!#|L0e@Kj@Id^Dip$5ElOLCjFmpflq;}>)Y`KKJh<W^k?OG
z{%9zio`b{S;f23`_~*Yd?!e+aYPcIo_Qy5&?-m1}$|wS|+Yye6JH6We{3*EAzoy|q
zwEzEW|L1i4@^k+GY5%YI{ub*0r-ghRRvy1il1lqON{}ZHS*t&^r;+gS(ke5OH2$%u
zTkrK~ezMkmzVGGTmkq#kG#;<CdI>togT<+Szh(ksU%4vv%$@($QSXbE)Aim-yv9<m
zL7(&89rt~hd?JNWrOhb!G5~pnni4W{{*)qkHt{DDZL1l*|ItTR=}%ygpbb+rGM8s#
zdGE{9Ubl+h`kY6DugA#|l1wW3x7z+7dT?|_)Z<^RHy)1d?YqlkH`_9c)N&ufc8$;c
zvLYF&1ZDIbEc!kF{H4+UcUb6m+i}$5ul8Un%YgcU8&lV_!RP(cwB(TkD@Ni!%m4Sg
z<!M4dca^Oca1#3$3JoWIJ7oUVOnwna-GRCB|M~DG$PJlDBInsIt6LNJXU+!Qi=ZMT
z+{*o}K;z+fzQN<+qN9I;25<#jyC}5qDo*Ns^tG#9TB`|84brqWe!;(7eakZtt(Yo&
z7w+HD!cWQb_q@Ri{2pGXuWd4eKA@?vd2i#()$Kw2UvHYn1YSdKU{>dUR%QzM@-B*0
zEk}WkoJP=AD@nxN-Z+i$mq~@|UTkbd7q>a<|7~K2F5_d=+~)h<nse=T0P^Yb9wOdf
zA86yi=WP4#X+cB%x5c)OYz!bIZHi&ID;3KmSaJELc@XF%t$t_T?($Q1GOiFCNoqv7
zNAdk_Y%@rRZ2?`c@k~pY;P-OV_l(hq&thh6xV2j+0P9;kr9Dgd_Yu-UV^Xri(K@RC
z=^X<&2!mCEFMn%gqYPB5#$I0w<CHy&DAb@#)GRf)Hs!V1{mIUAzqn?K1neKN^<d}X
zV}R~y9<Q<~&Oz0!rMXWLV{^uBL64?;cY^9_{6c{b&&os%*$ViC`f#Zhveg<KQ=s)+
zPg>wi(xYwHDt)XAv3{*vm0(>_y`tb4lgrXbabFIq)_v`|=hnROFv`^jcv`@44vB+P
z8E<&sMgB(zGf0RYxaeSAthB0awY7lmWodXjyxEWmJUCb?oj3rYfx`K?#$okmpW-P)
zE4eSSaWFkfCt##bN1Md=u#^`h#bno;%%BdKm0r*?D<%)Yg@9|49dvuU7LKA^sVrFx
zFf7-YG18%rFB?_w{|HOoUK}noTN%t%QpS-bU9Ivy+!63m)DN`#DJp$C;4&Qlah(_P
zM-2S0Fwsjc0nkqQ0q9UVizq()9t)FKAXh77-zd~t7^}z)<K}LPhgw&r>q_LilCpAj
z%E=*2l&*)j@Dd{*u|g;GZaFWBI82f#LCiE#w_GPJO2?I)JE<m9e2xzY!;sd9bLVN4
z^8ka)bFM-}LZ6I3&cpEU0JnM}r$fovKS!_pjQ|Jp<ptCGr4Z)t04gd3sFy&VwhcFC
z7sJYUu_YMlpf9Sjl=uMJY8G}c{{jRp6NgAAxTy{4VC3ZpDp2ZG*5OT9vcW!RqrGLR
zoP`C9Cj_uN%7q1UY&=q?o<~0;+&mfJG7Ni+(%k$b-EeK9wph#6kC@NdC<AMCz+gnp
z6p|gxLwp&^sjlBgBlNFPAhPB{ER32E(n{2(+Ra6(Z>bNA)0wx!!CIIo&;HHZ9_ydV
z01htX<=rQO1<g;$ZWl^Tr&Ilu204%u;OGwF`b%R49>ArV0aCJQvsZ%7y!VA&K$0{c
z0t5GaCZ8E}t`tgNxlAQ$eYm@}Ry!z_!AM}{&rB*K_TJjiXCHaV8TQFDAtH}jEDPH4
zCYpwiF_Ko8-xiQ&n+JywCdXw0`?H91ZR#ZOyXa2kaflwDnBb;)7ZDH;o*_W1nM}`Y
zbB&VlCCai444u~%vHei?332S?{R$3rxvfquU=6sQ%6U5JpgR~*Bc&E_mbyzO>I!8w
z=qk+6KsXMv;$CPm3_M9}(r%XI^en9-{p#l>K#%k1h1~S&J9gu@Y><d7qlFGEE52>*
zN_E9z;!P-F$ob3A@frt1Q|Y7&1j)=9y}_KlW@2pea)_|@0v!!1Wy)5et0Hc;FIPd|
zr}5T&e<ESk0!JAocp<nePJVh0-{t+x!2R@LCod|mZ-P2~fn-AP2dwMTvV3ik0iZ@!
z%Y(KuMY}G4C|}j$GbXYn!iQas8GbIV*(<uK-~rGD#R)`Qo$|yT2YOLgZ<i>$k6W>z
z?d^$dqk*V8-N*Cibgv1*|Lb~su$9b@l=A>-{HCm@;?@W%ZnTdIXBoholuIVuqZu(0
zy-m(ahVQ-lHB;Diap)|<n;qTt5iseIA~K&tiIj2XLLJccp{=pHk+`?{<#P|Q;v=7W
zf&RlLV4o~jn#m++hgfcx0@fiI4hf<0{wbZ3(a{y}vq>7;7nO@D08oWd^vB*84Z6q6
zeDXAXRW_QJI+-7)(!7BV79Fhe+z5f!T?D&SBhusbXO}JzwIwV8-V+ksoPLCMc)n61
z3%J1_<4^%b9XgR9YEUP`M~)6z=pr&}2ySU-$j(mzct-Im7^Y1{SLSKn`hWq?-;>@C
zu0iJhT=-}F@KdE}$+ggCvPq(koL&Q}xMuKuR1|6oR5<n$!w&#D(LF%G5l8!xH3ZLJ
zgDK+!5>PD}y#^gNO~5Q$tquUUgbc?>Ed)T<&97wRni~Dj=x&6kl7J0r3;{1P!D~<Z
z*G<s}ft0@aE(aiWSDUs+4e4;?M17@(5{FV=eUj&baWkT~fNdwVFs24^fCdq#Vg1J-
zH0YQaCfLN;793um*0JTH#_egZO`YfLo8TA<B7rC;O!9`1o{IAKho5lw2|$=MGyyYt
z8Sq>umI3<m;2Tdx`Dp>`lyOrKF~MN(;Xh_x<iNwg7<3SB0_em2*Q?m2CNLsFQAlE=
z<x(>ksbD{5#c_**8<(k}r;phn|I6*JB=HB6orLwgHd;ULHk^1{j+W>Pf!PDieD7&Z
z-(q#YK~f1I<at(*4!y@9TO9-%3E7Jb>h7dEb+CN~NF*{~Z%P*)-4q624JbR?zB|&<
z5T2U1JRL}{#EI7)zyQ+W@OfpRl|LAC@N;=>WzoTi+=r)B&R+1ZhLzb*-f?bt1Ncpv
zR%)j0sq&@|MrxYo`?Dt8jP$PkeEy1!r<=lsQ<;Tl*#0!y>wvL=86eo1fkk^4;K0H0
z4M&dBQjS)cYa!3`hFlYIyM<cDA?b}5hw@*_qqvPfzIOZ^mwsfX+{KT(LH(V`8v}}H
z)rDF9EZY%+L#Q<i&!t`hRA8ue0B&Q&F%)2u$~nj4X&O6m97TQVeQUV-qj7)cz52&O
zhszbsWyZ}UOOJFtz~I$pz-qU-4siD&fF$;|*Lon``METAgP08E9<<Z9j(@>;h!7mo
zKhfW142}HuCN)i$yB7Om5%lU`1pWD?ReQ<dcCgMHgaMjf9NNMiD>cw>`MEF9EfiO3
zW-Qyk=cj%HCQh(sc1z%vCam!Tn3dHG=Iha(CA)5$B0z<Fsz|*u(cpVh2DbY-q2<%-
zVgo786{4W(kkPxT?><Sng*gVhlAcn|M-IePkO;U?S9hOjpUQ@RIC)I=2gmo<EM`8G
z`X1X{qW{hqP28w$kw$s;JPo-I0O0A=&1Xi)Iqd`VA$2_<P@C|<v8M@r4!Xqo65f7h
z+#`?xB^$>a3}A{AiASG63$P&$UehcA02t_}%Tc$dh~(<&Bd#MEilm?Q?KhqwODdcM
zFzpHhRJ_ODfIJT&F^1>Ox>Rcm-#@A*GtRwY)D%kcQu>%qz!L1h9U6X|J7++p5k3a<
zS4n?jtg`OvxG|)rROPec4jQj<PU1*Q`TgsUT3&F8so@%+F;Ct|&d~{2$A_i)9t@^0
zV^CLXwA65Bv62dy#SzB#N57pvVCkbSX;oPxa8_X@qM^u)B1pm^`|<8-B2D9aR{(nx
zL?><7p<BMA0nN&jjW6#t)gNrw)KmiPcJ5xm-8H0Qk9W@F&~5>GI>>t(tBf3P0Ag=Y
zlJQ=4IA=1GPJzpOpK%>`;j#CdrN_&j`gv_V0M>6IwEs0O!j?@5HJfX*xR2Ohe<DF!
zzt_rhR_qX33vL%GZm=VyUOW-}7<i#Apq(}k-tKnr8ASKUd87g7n_FU3@YBi3{idXk
z+`yf%xXi-=`;ha#ksoAZQh<h9Z`Sj3ocdvXiv$!73L0#?)4skXT*aQ-i^zZu(AY_3
zw$H@CrfZh=%J$I{TBlIE*iZ3unHxPxd^gTtyHoj=cNbvslx0z`oobx~ll1hgrhn9x
za!i@m+^#A4BDnQowr6r^N6vXbD_pD@%{>98n%L%{f2grlryqbR%N_#EvF$K{USwZ}
z<Y&M-TmIomxV#3je4Xf~kuBKzC304WvVf7xH!OZSZNF@yrRmS1g?j*6e8o(-8ZZ)8
zZ&)Tb907(GXphjB^AWw<fEKSwultVss-6%|^)8^VfNQ)6^ADBaE2^(<`B;w)lZf6e
z0Cj+Etxk%tHctVp43xX!$SLC7PNCs3JL`oZz|KsC^AEn3FfZN0?6l8V<L2Pe*g?@>
zn{vM6T-7Lfdk-k*LqI<iL79N{GTs1qa>1QNaQ~pgd~`;Hm{Qq1_E8N-NLOuJeoThz
z%J^^zj9M+s56!B|CcrX5bD|P?v-|GGi<VhHX_utEu(xAU{L%iKJ%>&9aG~aeYwMJ0
zgZF~GAqkjHa(hWMEEan3^$L59Y-{~Mxq-`@qO`9%WBF>i0pt?{d&a=J)I=F3D$is}
zL&r?z`I3Ok)cP8#dCeIZp(i*j;ky};>3v|jaCBl^A9GdbHZT-6t@8ziC1__)uQJfH
zSx{CeZU{_sae180D{*JfXz{I=WMdx$TdwrXO@A!M-e-sIZtb@}?w?x#aOASy55T3+
zEQ{<se0`aYfIh|)qGFeOYB#`PWynJMxj4c$N|Qgb@LbKZjBnxTZ3o_c?7UMxy|Qd%
zjXI4%WOl-NS|Q%BOhafeY{KVYA(y(^h5?%fQ-RB8R_Q@aMPMpLvY9rf-@*1W_g4)?
z_dm+IYJ>(i;F#wT+WzpqKSNlP4D`$x&WotEi)hk@P7<zMQ3;imiKKZ3n9yOe6alf8
zpG^;?-xj~6@q(TGTI20nH;=U#4V6-c2F6b~;#mAvu1s>pv0}9hDQ08mr7XTg^Uc^k
zR&yS>z-OSD={N<pSC*oH<O}o+4^ZipwCT}Sk0;mM9%RCFp{Cfe519$N1G!3cx+6X|
zqa}(5+e@RLUe8}gNq2HzEluapIfV5q@`jnjlt(zevAvM&u0Zg)Ho-QFH%YpjFRXlg
zS=@WKcDl+&hPt_lubVG)<Kr^T<e*C!qajrPkVL;bjfMGK*`~B{@xNU-8_E=3xx*>b
z&k+_-xRTYI7`~eSf~EU*cwak!^7+(G>u5~R0W@zDCY(!}VQA;lIi7xKS5NkrQh<M3
zqM|FlUq0e4zZJP(m6dJzvf&EV)}u)Kcf-8u?}$J`GS#n3<+LV*J50-1Kj}o8zWR3W
z@92I){wNlmhtFwvLF~zN*1m>8j>yR|BMDAb>=A2e7uQ0+7R+`H;F;ZC%$HbsLwlL{
zr8&x&bfjQU#deaapzbcVl~U+qle70gPW(<wS4cZsZmO!#E}$PbJ8V%146a`ekY?BC
zF<;}b4IeQWVcB>m-?eVx-S62c%}uOQ(A~|3?Mcp~sh~Z`SFnr?-A<W4%IQN<wwa`s
zGU>2BZ=4aCd^DFP81n4KeP-wlg!sBYnO6E*mLRrKki3oQj#YGjQ&E|2mz=eCH?dj2
zDreY;cRTQK)Pyul%w1{}_2_M){pnr<G~<Lo7A(UZ)_;Yo-&@tH{Sg{620V*c%VCQE
z&CjnKjZ5ox&^E^aX<KF=W@bWO;YRgBbEB`^v&4l*o|3u^2i<0RM<)-+{&<qei@pp<
zrIDIJFJ%R1gvDZ?K<~GToUP|^4b$5>0cQQyvpc9jQ)OW95Fky$|AR2|FD1IA2!GB%
z&80K6^-%buCkPgvu&xIIGdl9|(zgQU-S^Ht!nt29zd=}b8(7UKcT@rbEVmIvduywK
zBs3*7nz&nZg=19qng}3M>m;WMW>_-By5v`JXcQ5FQ52@3R2s7e`43l0otH$NG~*we
z$%pUsQqgHrY%PmA?W^~vrX&vnC?$0#5v#aCJl`g8ba^g+;q+PJb8lo_76^^X@!OC~
z%n;IW5<`?7CsJVQ>;ZcJUH2~PaY1-3F}nz|Iy6x4w!jDoDQe2J?F0I;#f=!)F5=vM
z<MvoOR=2d06TrTCR)2I2Dc`F`^FS{~Bxkiay}9NZV0!-yMr{dbzKwf$r~S26ik_o)
zPsc4bO(jfEc<!{C#Qo|tLAzwk^v=q}s9xlDWVlVWbfLKO%P5oL)^*hwADCcXb><0b
z>*Nxy64Lk%L~IjU0kpqMrMSS+uMwb>%?+z52jwK!3$vv)F&Q*UfSK8KZ{w-2t;ti9
z@O$!Ev1-bZoZTCM7mx?@G(xTaPVQTAT+?AIeMF)u6*VW8c-)Pcf&HdMPvs5>lWbI9
zRip`iN>}}2ZT}Ezp^o18mMn*tv1b82qCj!!Q#4xxf1N=mcFaqcF=j!pU;m~;st})d
zLBNBrCjIN5o9|XGb1dI@cHi+GlV1VrO;hZ=kVLicS)WuioLxL=#`hQi21)x{1zC5J
zP>C<z?`mG<YO@_)d+M;cf8hN2cx+^DI5slsN+D$Qw&qqO9f-0RbjAr`pF+87B_)ru
zwsoAJ%$nCq-=AcOO2buXj7*7d{TQ<{?QPrmFAxOcCvczsT|G$$$z@Yl#N<a&zdBA=
zGlnd@?+bp%W5oARqNG7Q3{1KdM|JtoN#*YE3U-l~k?r^t9}SPxUF;L)W3B8C=!hwy
zYaJ@dDRG-I*=p5o{DoT2l9>4vo-3N3FFafOx>YrDdnBV_r~`Nqb}27BW{62c46P-I
zHTv&WE5i)(_clmY4GV6)Z+sdze|eHZQ7F75oZ%hpCPRBo&6a3=gHFxAs%JmASh2BC
z>tsz>AFOL=ivz~pKmt`h(V5U2%Rbc|VI2QLVSar#L*W|uAM_v)S2!pHU9jg@3p%Yb
zU6qGt`ti52Wo7a+QaQU$e6Xn;*+8?a2ufq{3R?E87|w1~BQd73N9!}2>)yk3fmsu?
z4qjib20Q0{0e*I+LO^wSiv+fW^JTogQi&(j)+F*(0A-vW8!}-V1X7dy0S8vMqG?(h
z{9WT6Y@(_$!tInQ_w2p+&LTd?0v}N+wEQi}(gI<awU0sA(*?#Q5sc7*TNn*HA9+L7
z3>Qjij;BTvLlADLBdsbUOF69siRSn5biJ+Bd%+U~wi7>oJdNHp_2%TlltNVnB*IcU
zAj#Fqdg+^cLS`zts*!OAru^pwVDgcQ=JrKC>ESE$n+g)0iYs%6Ht9+5#?=G@9gNwc
z_}995%+O{*Z>(P8PwOw33_l`^|Eq$B=TCJp>5i*)Cf+(2U15p-_j41~HMNDb_%!}{
zCKf&ewa){9aM`z5$-i^3^`<KOd_6UxmnNQb+6}A%GoN50l3d;VE@6eH%801l(|{**
z=601W<>#ZP0iqO2xTPuO$I8xpCzl!~(pQd^i9C!y0?6(vTNDlevo??i$U$vZl3dD8
z+T&Ps(=8;2Bvo1}#E}UKsM*<9jmt0a)rkM0;58&Zml+&~JhSZ_=KrolnutBw*Tq-?
zL~hjbBpKpJOZDmfx%5&5ht7!OmBN6Q`!74uTGkRU{!kNbCosrlTpSw``wuIJxr=0_
zIPy%?3@W`urSN<b$w8?N>qY?jwgH$XQC(7x;}Mm0X|~;|&rzbCBwO)--F<+X)v`7u
zoE&u>98=lm%<rv`wQj&+PGwJi9LLdQJuFOImONxNwRSPAs&6=6ad6YSBa&^`c9hj}
z=}vY2+=C}z`+Z1`)?_J$N~Iwk;sthmv(J%q2;ZsjJ-SC<pS@cF@q5q2It>|c-&+aV
zOtf2XKYe+c=k~9rr+1WwXjksZW=7~Tn40QF!X9_ei)-)2@_c4^ca3A2@#1|(KRFj-
zh0JUPC|8OCd1(2|SQ@?hm?#ygxFC2KVFA=GK21fcr~f`(n#<x)`$0nf1{lT0q4y<L
zo|}#K%lm?ab@JkJ+lKiLb8SvnMZ35MOrPbosUs+f??Q_!OQi*nF6xGn)JX4sERV`g
z`#ecf<Q0LAgLsTGV*si49fy43eSuu1^cO7|TW)VkC{3Th7S*2d(wI6^R<j+NR6;>T
z-QI;kArpy!#xXKY*j7X#6)8A)I_hbP)0aJn9Xrr8m#%72y`LAf>W$&|mHQZ;s9T**
zz!RpPToLrDh-P7KM`Om$^GAnhfou2O(a??BWaOtgRSts=1MQ+)t*Y7*2^R;}YAt;A
zt8Jf)iS(nn!>ImEbad`Y;$!}}FA)C^;(eG(q(~yGjb&toIb-o!oSmuikCvMbi&|o2
z2VRSwW0^%I{Q@H;FTGv8Cnb2G9NVJSDg2`kpYylgu6lHpYbq8O(6(nt2F4~uGCT*P
zD^s3^;X0A3?q#IqTsk@P>aTkpZd6CaD&$tF!MB@Z$zWEZJx2d^$+anUrD)U)nH3q}
zPw1;Tp{Fv^#jTIkQeZ(=s_XG#I1Rv5F{&r*Is%jrU-}R_peB$M{v^lW^eo#`Z`os}
zt8V!uz2k6~ZEaWW^TCL)M<B~H@eWD+coI!+j859BaB{W^sKI?!vb-Z!P+~o!)SOyI
zqnh9G2v0PZ-?&&2pP81>;Rt4}Jg^RQ^X>seMBJ}CWQ1Mjl~YVTQ}oobVr({+GVi4!
zqoV?{kV1-Uno6BBoTIC(kO^l7?(pX$vAw2ZjwU6z%NEy!<`I&Lf10To;_?TDl3+`|
zOPQo8NO(Nl1r(NaQ;R(Vq56DWVg3X;MR}Q#(f!*u=R3s+A=yN)2>DwH3+EUeZ(*sP
z%m>gidA<M)#u|egpBA5!IX}T8&`EE6+|RFj@+S4-=~LhtAit>kz`rZu-fB2U2@$ov
zi;D6{8<=OpEM4=OT)$<}uj#Rxx)WZ)Jh#<|OF!35kRf9c{oZzi0m~i&CQQ!OUE8OI
zz=+zg3NS2L;)krAS{RgFZ2?SjLWW(97uHN?3o0LP*ac-4J4HNFbank1y}vTtApdr^
zT~&@dn6Fxe2GkEj`D&%k_gpvO%)63o^(DW>Z|-vdDK`<Ay=l{j@<Q52IyP~NWY>Q}
zIf>YMF?%jPYs7`3X8vq^h|BP&cNSSY{gPcT7T*)(V+cgHCrr30d?yE$7>bAD`(`#a
z?RK?PYuB6u;9R&oYj$nB-k-EZG*L^&{4677#d<JJ##9R$H^PeH>|-)Mn^$3Y!dL7I
zFWeh33%@6m`bwi!XOLy^<`<1n@&2TbZ>enx5|X^YOvK=%{#z|Ac#`D{xFMwE6&A@E
zFI-hh^4o7-23fuukV9~KY(qoyCtY?8LgMBFM&pd3j9b5`lJA9GVhKsI;#~$Kn;6XD
zMN9CnRnEE3i3zS;ib3WVwSfF2cLi^PQOU^};Mb<p_XGBIGBQ39<d-uGxOiV#64Xg3
zgSxX%UkZ;PK)ZdO6wN<42@+DDLFX!QhY;&qg+wHp>9T~+8*QVvq##Qu4(X6S012RA
z+yJkl`(RMwRGIA<x@^*IBKUZBT7nkfkeDM&mD~mvvl>G|GTHhDNG994M{fK{CSSQx
zX4%hJ!TAh12L8l>F9~E5Xx~L$wUGRQ8`pEGOD38&tkWcF@^OyZRf70PDaYOGV1Um$
z7)B5b1|baut=m<PF)xFOQN~~^1te`FxT^D_h;NdDu$UP%oD6@pL#m!STp6CkZP##f
zp~?!*$KV)^LCPsX`#D=*18zj1rTz0PnJAL9JFW#&?fgze>KFZ8mqvnd1yB(G>m-op
z^yU^d$7{jUyNNF`CsF2cN}jtwt97r!G!Fz7bwCvhcUk=Q|J)X-mpnicvIz{@uo+=H
z;O8FYYQ5>X*?l{Zvs>or^=t1yr5MyLOgpWgkkLI<s7RgG3_%$}!Y}WDWJ>a3g<b|C
z-RHo{hSI13M7zL+cH`wx!rblbP)nCY+GpdeT%HE5#^pIjbNi2Ym_kU_x#Sbs)N+EX
z26MEBsXe^&M^TTpD{xsds?7(EPv3MXs%`Xuq7Ix0SEfu7uu1ez+<Nr=j`OTS#W+P4
z(2W65_A}xRZ+EJ=`{V*W&W}@8!)3D;-S~l2{x0DwPZMYqX&H~0_loVNw(_Tldwcew
zO_<un6tWE)d?d@Cfz*KU3K*_-E##l8<{B2^&swNY4tzqat#+WXz$lW>_M}}k@c2x4
zNc(_1MeK1kv1w`jL4l%X@0%iSm{-1i!|~2Y$CXQxn8X)Ev%pKbbq_d}Y<Fz`>R!qt
zhJeixc=ieS9Jh@db%_ai>b6vsN5m*Gq3tFz0b`&A!fs4=yKo28Oqr8-!xmY}Kth<;
zVM?^nGkUNS+A@@DVR)~%`UR3Y1gXgOQma_n1jF$&OF0C<6ll--!!D2$|6RO+)3<e)
z|2W!b&S)QyL6jt0y*2Jm79dmweb_`P4)u>>s-EkV2A(6U&iER5_8*c0kN{?*ZH5qx
zJZW4iZMYsk>AEq~I%2JzXjI^-;jPUbYryocY-0k^EJDNB;K}*R0j{r_ab-Pv<seX^
zxX9}AS3L^eNX(k^T(6%gNj7zT(Ij{TX2hwF9U?2Q26=Yoq<?65>20gW%q8uxJ8RR^
zAH@!LR&*_iou=@N6^mHggI@eI44OH#5IGuRYGVh02_%U%k;;rv(xi|;i`pF4lT#SP
zhm5oZ6$wRNQz-6*#{<9`bd~3lPv8D$Q?-3EdQbcHzs7GD?*}}QCU@}GmI|w_&z5AJ
ziX*5{ygfN2eUbP^!GbHsgQ^ghl%2%7-er<KGueg=%j!sE*Obw=K^Ah>siSxduP1`u
z<Kjeb{mi85CD8>&2KDmwftmb>JnKo4e%-L*U#)JeJm4I@fB&}p*E+~q<=`d}x)h*R
zeS?^byV_$ZAR=0Y5uzj%BUa8C$`srF&ydaT>SSQSLBizCNox#{5)D{Wp0(Jd+u{&g
zUPo{*sxF}~3vaDp0a;w*Fg?|BCn{fS_ydfVvJj1B*AQ^nme-4?&mSo)Z2(nMNrZ+L
z=tssiEVK8^BbKI0bgDXncpYHjR>B<i!p_|)nXja~O{8+96%jS$@$|C^jk^z@;mX2r
zA6#$XoB=QNRB><_@K8VLv?75xf@{>SUSp&B1ga?piEwp=2eCwmm3t6<oq6ZaJY3{h
zqj_&AC5##SI?13{XT?f_<foz!T>v{WjzM*SYSDj^i3cf`f+y;rU&kU6b<L4nRh3im
z38+{)ii!)H^(Gp~DHg|0uEB8aTnwQuU#FlpR`&dj7rKR_B)F23AAFJ=*sm1bZt2q+
z;%V@Pdqns}OT(hL|9kHq=!zi4X$oer>(bxrIbB)?m>G%A)SCYj51#%CXT+!>C+GGa
Wjtd{+OC#~XKiPW^rAwrY0{#!Kwvs&n

literal 253609
zcma&Oby$^K*F6llk&;Flq&o!ZRzONh5b2bXZZ?h5snU%gqSDfhfS`nQcS}fj{??7p
zbB?~>_s4TxTt^Pd-fOQl*PLUHG3Fhrq9lWfPKu6zfPg6{EA<!w;pPSc0<0GGCisa*
zRw@Sg1JUWR%makNALOeD2oeZ#Quo!}5jWCM>TZ8MX$<CglKl9#6wU_b?UJKHscd8Z
zw$@f+6Q25H3lIL#)lg*5B3xEJf{jsx`>$9s{gBW@Hht6iua3^+mr|X2>L(q4RL`7v
zEq7UGc)Rxe*z{WQ&Xs;c$A1$U7YFfw`0{^GWpB0aKDdxF|4ryUYKY(e@FkHr{uoC}
z0`|XrB}e(eYTug_(T4v|ul&j|H|2kP;a3PIqs;%`^{S)!M~j^@<?B{+dmYaO$G_=m
zdy=OSIF$D^*qFI<^r_<Oi+rt82Cws-cB`CKc)EF-ve-$hvC!6@h^f{aI#+2~tBy*G
zJ{lafue<Cz6}MV73beJ>2F7BS3Un$f4rB-52FrUBWtRBzp})q<F>EF(Fjslfj!e5I
z3}0fhRoKmlB^<%op8lWB{~(5hxAAE!c`f4qY+6Sm!u;50(@sZ+uVJ^pEbK0II>DDu
z_EGM5;e>?Pr}rq;N(BFW@?651g^rY(sv0Nm$61|Hn$S{wt^1O3eC|m=VZOlffb|0W
zG10U<?!4|GE5k-f7xEV`OKl0dEgF*s9#Kwq3mSdLsYDsETDA;{wPuTtBey7ZOR*?~
zU@*~s<C7=~;hTlGKel@fqzSuWNe!$1pS4?ffwhxnR7Wu((NO*IrQ#368IR}CBaLU%
z!khNJy4arf+|qiqGO(8zJsVHB@{RV803FrjMCvw?X^rzLp2xvjd6euzv!YlyTV<Dg
zE~=OmQ44yU%pO@Vf-w!!9WEQpRT^uL^p!odidA?xAv?DNe+F@v7&>z6W0)w>cK>P+
znJsb1Wbnyu*ZO#Qo-~?oAgWcvUje(w*h}L>eBRR|d%2X%`p06g7yd*Np_4_b(rw0@
zpH06`z-}!oH5b)+aW9k{RUeh~1a@mV=PTCkNx-WziD2pE7pOcuh-|2O-<%YF<QJ#f
zk=_?#RVk%B>%7Uvg}YVbvL3G>I#cg?)SE36{fg5x{SrkhIhpW}OJ{Kt=0o$PkVMxs
zE$gpUs<R^MVj0Vo8Gb<u->Tb-QoPr*w@R?XzRr!8S5ao~_hGjA0pAu<fDQ?Dv(f8!
zR7l-P2=VVYmaCi6I1k{KU&vXTt!J->O3izU`yP@l^*g7VlG)XjXr&lCgdKc%@%MWP
zAfmb6_Cb8&^;b6dAcQ1<`1Zc<bRFF2^8Ca~I-oibgJ>Bh1oJB!z-g_tZt?LT%}dWW
z#n!Mx2gj}mwr;4*ZzaAcP|D5iAc>=(HcT<x9ejK&@6&xW@3X`5SdmT=R@M7|rG<`H
z;QDjdF|oY)dr|C&q$?{w(ySbQqzZna-TOw{TYqslf!HaC9ntyFL>SkK)VRh-OjNO@
z9()=J7ktC~hBEt%+q+52g3Ws{qIAmQprx@drSA+Hect+BT~;Ti$A@gS#)kcoWO!)6
z2aiP63C8>5NO1f=G5Y0nbtT<v(Xp$KQ!wvIr!ebIHpN{h#*T21ZmH%^9xzO=2r?oW
zsA^Y(E`omzj$uSYeh$aL>JKDmV%gf|#iY{J_bG+9QLxB~Z{8v{d~J@u@Ra4ROe7(S
z_sZ~T^xbmSzc<|jDeq|!);+T>)PY=OY`caNGY(VA2UFnwM<7OyX*TrzRHStia#0{;
z)8o0+8Jgi1x{vz-70H>;Uco?!q<7UX>gGEs-F+XByj(dVlG>eYO1t?mUf#s~Ty?UX
zf)Y(3<oqGTNrPJYj~v<&29Dr!4LM81Uq=v&h}ag8{nlf5@w?I5;K%CYHZr?WFT1kM
z;R2n)lH`Y0c6Dud$o_?TwXUZ2d@R>Nl`rnkYc-sh8SE}&jvVc*K^2XmgspiKn}oY{
zzW1$U3!#oRZV)D!Sx+Z;k+bLWe=b9cN>Sp4UUJaxUpb^V6_u*1ulKxzwJ6}Jfj4j6
z;kXrH?xQ3;V%ji2CK;2`_Af6{bZB|v>A*T{l&YKyp<h>dh0ybeEjm{*#q2c}mWaaY
z{;V;jtsgwdwtPr~uyWdCy||liVstOg6bjvczPgjaPMCS0xcs$-?jVE(f%^S^g}JXp
z24%98ucJ<2lj{BMk0f{Fb!;t%sWby-D<1z2>&#6UNOaz%nr+Wd4n_<rqi{uhOMaX!
z#wb6SsId8!R6FH55lG=W`ei;!c$2usZA<^?<#UBUV!&UXmg-Ake_>+B-^qy=*DzHu
zpgI(vF~~d}-bNEo$#ctXZIIcz_E&|`*{@1$9;}%5X31ekUezH-==DArAl>mfejDn>
z*?8`l$Yc4&<x}Q8<b_pSd(OJOAHu<UZd1G)pF24S;X$l_hNe0_xD`*}S}u?O*%t6k
zcUaRKdWB|uWf5FT-}9Yq@PUF>(mgrywaZzYHzx%*$_A8-j<@FsOGXWKbK==`_*lh+
zw651dhXm3PR*(2qooHu<_u-g?ZkdIu#n7iXm*P>AXwl|$&rOoUX-~V-sKR$nYFdAW
z1Uhs{a3Tr+TwjPp5}slHyLL)XHj(Y78*_8PclbJQ<*x)`QIJ}EqY!j_HfmEj)m5L<
zTFqS_!V(X~^xzAG&3hR>r>on8YRX#ex7c>XE{{#f@a-Be4lz(DoK*y7{cbEiEG2wY
z{^{R45K97f!qoM?I{6>xgNXZ0!4Tx6IdFccpia0E^V{lbRy*dPIi77b`i_Dhb@v-*
zNAh*l7MT6cHtIzFrk(MDI}7bP-V*JYY<V$sXtWO_P-Vy+q=<Q+#}45RxeN=D{re^#
zo<msRba!p>Pb|Qa-1Gt&quFIdkI1%a?q+HJ&;A?*fyGyn&0q^CvBZvNdn@f`!o<XH
z>tAQsOdnJ>y&4{o{a(qr#;Xgvs-tPomh+Rn?zPiaeC1oYsgCla#^LO1D-z@3|9<EY
z2}#^nh9fG^$_@Tq5EM=rh-`Eg_8030SI;A%JCE5;;g%{rnO<%=@SdY~i0^l_bO#_D
zd}|HGZz-spCbg~GX}jyR{KzTp{G`WMEP_&0sLX1lFzHpV<-d7YLK?i^Q`H28z}tVM
z;SbtKR>S#dPxV}$9Dn8X!F{isK^Y~q_F+4z$Ez)WRlCwwk87p-SboI7_d;k1U@RMA
zKI_D4s|k<wf)Oo!>o$OsT0k6_ZAxr4UR@SH`~Jo_&q|B(I=%AGcsaSx1rjy07S$PB
z-6G+pgTi;N1zViwsRxK^+jMqTH;slfhM77?5lI+P8?Dt$gLf798`5_n<S)%{nHcz-
zP0Z-85JyD2g4ZeJ_3h2PZ#Jb6{KEO?Xo<=3s<Q9%(scLvQ2PNz{w2aYuA@eCy^`47
ziX*&xKeMBQgtzJj+#jWjR2SBMJa8pHG8aG7syg58ys=^sI`^G1<JJ|}uP)<SwOpk+
zR)Z7y<K2Wtav`@(-O$`@?tgKzL^<BET<3Gqdua)O9H1YnIy&NH0=02ph({M!dm=9k
zX{b-;4h4%`{>!87xfaD|=L>hPh&gIEKHmi|>GZYY`Ov5BmOGbstwF7rdx61$`Y3@E
z%3?ZqIwdC?m<OYp@`@TrT_<cR?bkl$2Hj@WfaP0PjTBEyy`u$Cv)om<z^{C7ivMIe
zZsDWX?svwyr33>k&W2-Ssu>*rD8#4waMR<RXx~(~qXO-6^bng6yYmEGj~>Ala{TEY
zk-aYaZr+i_W#28&na*D(M^kQ<SAr9UxLw342e`#}wew-D&9TgCYbI{=TVUnKGQ`5J
z`C6ai>Qs{osz4qH@V(s2FakJb4g{yi@m|IiIp2)e-gaf<MR)5dH)~-S?H?&V9!l|^
zt1k0@rZ+{!*_YU2s61Y@T}J*7UhZ@Ho^<v$`d+=~&`yh1z9G7>apEo)k+z@1>HVGb
zFay4v)SIiEu^lXa{-te+^?)j3$n9{<JVixijZb^a7pCuf;exMf;Q6cE9;D`!xZYf`
z1LoQpoae=L_p284^DAC$HGJnUBJUw9*@)zyM%8VMXHVHIO<U=AYdq7F<T3w|TKwfE
zSpXrsb^wLjB$s*I(cy$$FaYF>cOM`6T$~0f@{P5on_H{hnTxph19if#(c63D)7Yj-
z3nu?9gR}9Gt}wE>sE|C<0Fgi2JpcEMz0P)*ioTmH{(nUb4+$ch_u-81)iy}U$dj@(
z#s@$9vcGqz&7k~Pd5&2U<-}lE@_0hUayY15wDDB`PC~H3aWheKM;vR5mU)_Kv;844
zD(6auZ-dsfX~L6E=iiq{*dSn#1LPph5}ZMt8QJi_0cCN~*<C!=N0WLUhGK=bxGzCg
zw#=|$-h2w0tVItZGTa+v!ncU;Hepo*2*r2!mTbd4<U@#yrlQY&pNyHmu+4bcP2qG`
zwtr8QMupVBgXC6r*<PRapJz&=f(t9o*Qs+a33aLWIQSI8Jt9Nx@LKL0qm&`yL)~IS
z|Hy*FNINfDL)^z~Y}#etT9tHBXz+{!V<<VpcQ)-;+Xd87v1&JK@*?rS2`B}Om71sI
zRe=J0bGc983WS=F+qdMy44s`Tb5O#n?K{~kM;oxj&+VNAgE7S0(1m}M4LIfzO>7nU
z9OT{gId|7_3#M>Ion$RGBp14_dK@)Bv+mkXR{5=~wleCHnXxC~ybKNSGKn2~as1M=
zYrU}c2g8iVIy;%dYj2RtT<1V^q*Y5lqd;ozO5`#@G6|vHZ-SC}nJH>OY)T0+?hS@V
zi8z}z>xIQTZDc7-Rbyr;W10a~o;h6`F<kos3??~qr??p1cHZkcuJv^r5eu&0=@Sw$
z#3$W;WQdECgUZf;>M&a~$*(a>BMza@<7NIv5@H=ZRjd7<eRBc$O2vB($MfOc(yW`*
z7y7K~H!B*q8qS&<FAs{g&t|Ts3yEmZHqlDn)gKJ&{JLx%VqM5KvI!4lSwQD@rLbkh
zZR~&Wq{OPpXS3nVc7ihvfr)6u&xET@cWb)d$$Sdb6~C`WiVp~`SbwB(^<G|V`A%H4
zD<$@LH+z3S$EAHZ+E6n5u1nL-gGs~80LAD;+4nSN$|P0%=*~jEYMZrYmHpeeU@rDK
z*VUYapnaz@vFLVhg%6=>6%lcFy9Gthw_99ixNKQ^R5vmHx)%&IIO3lO{;am(d(ziU
zdp+VAts_@-+Ic+ls$@qh4s620?M$+ZSmemzbm-V}WgT*6U5T$#lo_J@<2Fir#M<bh
zNaCdC7)XSiE%3;$oYudVlvrno(T1_ekq0xMfT&59a-a$|F&*1wiaKVIBM^T>Eg3|o
zsxCXPX)8y79>bKn6u(tIqAy2aXf1@!DpzSc<=81d=4-o@Xmq9D#>7qMP$wp=Q5Gwo
zrPD$e_M*Z=@hozoi(b{M*vUaDT4Xmwv9!n8PmAEVztr)BX>^ot)v1HMD+d1aZSWhW
z<}tpOAWVfU9ODt{8tSrg2piVAs;0_ioek54g;dxQ^jL$^bGb){p3ldL9x3NspCsk>
z!F5yhu6&kXl9Vb{C{02^iy+irRQ$5@*&|CKDyXm)3UiZl9x~s{IyTum_Ln3;z$eCC
zbDSwoGho~eY)*5Vwrr24+0@RHD&ZmFeXee+U&1ZLdT#>d>WE2+VIy4RDxArdVXD?m
zc^bZwMu)Ec9TA26)%js%qhc0uToZLza)oV~Uk63rd#ml3jB~os=2Dw>UXjhJg*UHh
zWybek%TOjwM4M+Fr$}*)F=D(|-LCMKQmB0fXp;(k0(cD5=IA-oG<|0RXXT0NvqxE@
z@e@xKP0hYSZT=W2YcUr7DUXtQzNg<%eI$Rp^)4d@h0;Bff-~wQN$RbDTeQ6${6o(|
zNe|#$dZS1JO~s{#aweU0C-zHA*OVSJ(*2u@mXv27-z3)fzx;?4k}tpuj|85#O7fk)
z)h(7J7CfGPsp$70Us57`nA0k5C6Gw}F16iozE<@~esD1&E4J2a<oiEMGcNKum9nf<
zCm3p`%itm2sOYHFluRSDUtZea^@W;9t&<z1k~_5GR(mO)^%Nv_NL4ykD8rD6?&9DG
zU>V<f8++k%bv9FJQ&=@0HaX2KOrumLQ3mfTc>WpC0`z^KSSpo-@Y$QJ?}V7=+$6e*
zOOE?G3pq>r2dlOkeP8*qcI~+5R{byHzSE9n83n<VsCanwfs*KfdWzeaX~NR7w1RBP
z3e7k0Z_FR4m6>%E;In_VPO~tLO9>VrY*#N`t(oSxPOVRHMEUlt%B{+^Py22qT@7xz
zXCz5ZETU?hH&rH$N?Qpzd*r5kOuDEiLm&F!;l=SnG-F6QWft!To0S)OA4i(txmy%c
zO08?w5_Okz*uIHr^*?x!SVn^OLWcb-Qm>edcbfcf*fh-CIG<V2Os!D*Xc}dr&d~RU
zYv;^AGJ7fE7tt5*p-)dL#ECX=eu`3^(-7dVow;u~o$jw5dW8+Yd8A=8E4Gxb{^zk-
za3du=zg2tu_3a=1At*1AatK6rs$FQHb#OJItdNVkjT{X+TNEcJ60+$QP|PhB=yNb$
zhJR&x7Qpl@kV#&vRnfRC9Ygh-Tv2kT4C@`IqL4GWndNYU^DLW}Rtl5rbMjo;^+^~q
zZMV)L=rZlTfa&z|dz3v&aBVFU(wL@Q)tJ-BtDFt-r-|x8CV2Kl->VD)3M$4s9v>R4
z`G_A?_au=?>FRmRrrMW;bjmdkJvFc?+(56!JXl!BDjuBOM9C&L*~D_lk!>xfX?Lp(
zZV-1v3$>DYkwCAlaKb{ZEw4>U6ik_QkYHN<1E%{f-ML?mTAN^b(%n%6$(B0X&}4;D
z`olIz3)9OZOARHMRy$7Mo{o*H3RLiDw<oVFt*FS8q*|7BlyXf~8DxLWDTx?%@pph_
z^BO=6-h(pPt~ieM<l;fA*`v&RX2Fv$&rxO*v2-UM>x#}3@}T=yFmH0MbS2?uRax!X
zAITeD*1`9z#YWz!$S0XN$yUt;ks+DrzVE~<F!&|j>PyI<wTe?9<`mPnHkgioUP(Id
zesOw$(ORa{Klvq(?xnEyWYcNAHhpf+z`qCT9|pD6^BhU&e<6oe7>*=PSi|X1k;duA
zK~0}FCP~8wWk!>wYD$7%VbS|R5j#PKdmynd&#xCXQf8G$L<Yv|kL*Rr$b`gORNG{g
z$Jn%R-|30m86d{z(0(yi<!Fg}0~hJFze7FFGaQ1gss*eGyN_p;aaPB2{QC(t1~Boq
zCX-Ylfk|*_7@pIFaK#hP0kj#878!_jr{LTgmxlO-1v4Ub=qrwU1F`<Ioi;R=chf1q
z^mH<Ci~F$mmy+Z~;S{txmS(#|FJ&vJEBNk&8w6OOnVX0@>V=^4a;yz5HGHSYZ@snP
z;lN(lc<F&3$V6r`0%yv(^@FW5w&aR9<F2+xkV%waTU(3CM#Tdo@51|sqdvDby;oNE
z&~y3}bJ>kko434HgsE%T%CE3ingkzWe8DL=Kzcy-fa+~5ckQcRsn#vWEds%Sdq`0v
ztZmec_S+u8X_pjG4DWU=W;vT9A(?tJexYfa`+flTpRUe7j0T)R7Dod5pVWp5CJcua
z2O+Do(a%MGcrAzY2bVXNgIAs(JvpI4>OC4AAw&P*1MGPjJ}SN?3~R}dP2>@+2x%>6
zGE15vG{#h%`B7);nh}gXOp}m>m8D^s*5=1+ISKmc4*6WHH`a@7na_HDeIQI4-ylN7
zz@6Xnz4DZ(t66-bfRy#!s;HjO2eh;(0kHgXz#{Xs-jXU2z|ws?B%gdo&u-kqL8PR7
zxP3PSX9};7w~+%sq!x5d;c;=h#zyVlEmz1!ysRq2OAQ}ws&Q(nuqM@XQP}2i(nRx>
zNs8m8yq2^O+5ssb-nxU}J+l4|(*d(MK<Wbrz0}jsf*1<<!r8)#6Sux>WxmAv?B$%0
zRN89tkQt;dwsG&Up>!SH@gMWbHd{qOLi*$wz2WLE%sufx&G@Ju(klH$*ziyQnnJN%
zU*<1nxebP+ZO?oJ+L|Cxe+8cfzLJ-D8P5A6SJSh4X%OHhHK)kc72<ZyQntu8RCUVY
z#S;MaR%5JksybT_mK6D?2#WLfns#u?=iS{A`6EMILeM~ku6&}AulZW|rtz#aksd*D
zbIY%Jfc-dGIc*Q*#~SaH@>$v(hSz>aym2!?;4lsCRn;w*^}-_Gi*@OOb*2G`{+mCx
z(-0Au=e}#833#9oliVep*p!ucrD)MZO<PKmd>S-bnW!?J8RgUDWu5f&V1XbNevkd1
z+XZ&sos)FN-h8ebn)uEoLi;KSXKj@QilpsN@4Y=Dn>l_cuu<I7MLJk%kik8BiC0;r
zIj)$@!(3b>bH{s-4c+@{)fq&(hxn?9hU273&P_L$@4nGzeUjt~{hv|iS5I<clWbB=
z8qP3?G8!hMpEB8eSTK^-v_X8D?NIjxr+u5JFHs5OFS<}s0T7l0yCZ#na#qP)h*HA&
zwZ$yWrnJpcV&Nt7Qi}_FTtTTQq-S~(&7Zedb2BQWBjlDf+<B<34vKs+0k2S~Re!PR
z*0|Sg<Hg2+lW4Ihes#Xr9cByoGBhFsuM#w!s)d#*rbiB?a!oJLI+-Sqxo(cF4dvOK
z3$vXP3wL&UwBpK)o<`7XbX?jjbwzKniXNuxV6yAiRcV}km8P;ThDq6*kj~+E3f|dc
zcRF@q@ZHb8gWQJu?iOkbKBH1s!9BOl$tGfWYEkq(6dj}mt(+UySR&gJDO(FeCFJ+Z
z01b}F6@J(E(o11rB|1;Ed1I`UeJQwP0#zZNtz^&_XU+aBG$i1awEfehV%b{7{7&zM
zcB6dW7a2u8Jqa{FYnD<l-Z$ton{JytOLEk^+RqgqE5wP#O{r=CTv9n)GYt<X11(4Y
zrSVaw0mfmld*p{&&{%M5J@&gXG7HK`x7ORw)IA&>-J<hL<~|=yAI7#x|ANQ>eCx4z
zPeT5hnajh<8yfDg#$XXs%6NGC@X^lb7T_Ul+uMbzNRf`Hub4M^g#>!%<_0n@oq1D}
zfBYdtuw+PV{QB^BrKjm_g=MKENQJX>b-rQxM%Opb8oHpx>+tcp?=fSB7k4Pqt2C4q
zJa&gSqg5Fbssx>H1UQn|qc>qO7R+XyS-g7vfR3AVRV|jwvXa*!BwLITh}X2$BH)j)
z7>g?|vKWhzLi`f{_2v~FI+L8UfyIRMeY#N0;|h_QVTCMHgI$PRc)yUS{=Ld!;SCc9
zo$9Q@58*A5g*)xH9~skD*cc34+T;xO?5_^QFcD~LG2yS=#6H9hXOg1t3oB}K%ymtY
zLS!T1v3O;(u$L{|OoyH<re)G`a(;Q#s66j(su9J6Mc>!Y>HoBhSfT0&Rdw*uJh5+u
zk~4Br>%()pD9-o^UxJZ0Odsg`=9xnaC1aSH7)tuYLpg+O(wJ&S1sx0fhKwD1M33mi
z&&GNj_p)m1>B4g52u$BF?T$HQ8OBZmWL<6YDm2R$Z^~eKS@n{=a*{igM#nbY{JG~$
zYYD>Mv_eDU1LpQIhjxlR4i5F3o8s=$3F)qdeFx9*^d2rB;<6{dVX9;3qhS|Z&oAB3
zwr`Yr%M!{#{Oh!dyT+#cEDh7D=4N00TfI9K;R_e^_zaJVuV4eMOh4#V*~+=4Dof;?
z^OC{-FoxQyIW2u+F1@-uW5fomu~6QQK?H}`NRokClJ||x#-IJ%p~KE-S1mtZ+zWl+
zg(UN!%(?4g#BIuDgibqzg#YU5UbN@ChNzXLn%Nf^5fn!@IX8(PI*3BeOtWu_C&~0*
zdBIeAwx5uIv7zd(JPmm0SVVtto4KSMzUn?SUJ6{gp&_IB<u0WbFN&CA)=$%TKGk=h
z%VPKR8oc0%d^X9|C9RJ+$%@q-t%T!Gc!udCXbH(mZw#A}<FCK9{$P1EcA${P;nJv?
zZS-~7pWB2YkY3y7#<0Ga2G#Hr&FCRM!<+*ko50#QT9Qi|Zj7MtheYVDP<J-1#0(!a
z$ZciEdU+=xj%1Ko7yD~P?HVW>EF^cR8I1Tj&5y2L$tbqB)kKyoeZGog+Dy)28{sfu
z%IP{M0)(rJ(+sJ!3)vC(OoM#VQ-k&eLI1b~0KpXmt+fhXc53H`lyJ9wB1kCIWH9-j
z|L3hzalIBiHwr`1|LB?ktiE!(ElX=v_MUs>bya}y?l)TY{!wkBl83s#Q|qUMrcY1u
ztjVP&-KIgbFz`HFAGGga&J7q)67H5dTod(7OZu14QWpUg@wP9T%fF2oc#9{>2<upF
zn6*GgYymokQM`GC+gEqhK2g08j=e7V_iOim!hXM-Bdqw+gnaO)n1Bdq(-?-OpLS5!
z+%9)O&bAuDnHpFge){ka4Kp(zO}3bIy)(Nx^bc_{L?WmO@bfKz4sN+Pnz=JC@EGyP
zxoSwVYyzN;=5McQ+3&QQby|OvyQbOw<r(~lgHt*MY_nXZGjE`{JRnctCbw@wTwcSg
zOsHae@-LJHT)Y6#2Us@Wd~EuQ?|MbkG-|WZ7J07|ozxCch?a!zpxMXJocjf29!Q+=
z-^s)|{13~~k>MA;5-f4lb+0D?4WA)EE`}ixvPD>z^*uBKx4KM;6i}BLqBEr?=<!!1
zp921TD-!Vj+!8#@f9>yWMMH>#{g|8nS-@ewb^Cm;Cm2x00YK>s2JH&VM%6;pG6yE2
z9i&!?dhCDrx%Xra+VISNG&X|<kvc$tFHhqUC2-blzX)~G90bZj8>|}WR73f>pjAJ*
z`|R5*d2!P?gFiOkP!B9+*fdM<&*jmmh{B5d6Gh;k(cD7Zrg7??ea932F6Mn2U{f*H
zM)M+Frg|_x-BZGx1}KG;Frb{=@T6=6!lM82T3%7I3cpF)EmkTGM>5+gqn`lu5Q8Kt
z8ch<7MU()k=+cu06&8J2B1*D3f1QdlSjt+=`$PJ_wk7U?A!zG|RU)3CylyiIsE=cP
zI?lYmHpDus;q<fjEn(%TF-GayDB#{9g^+cL=ZO*&5f<u58D6_`vnQuOb`AKbmaCo0
zZ5k$Okd#3eswIL=DKZKZ6nX?1RSZqrD}WaQ9fOFY3!*eeme1r2*{6W$mg=|ifRg48
zJbg+kW2R6~ct-u>zn3IL0*()am+29i9Q=PEIwWVe(Mp)?q}VlBVs?hONs%U7I=@Fu
z>IK)Y7%;LoNmEJ?sA=Zm4LX&!kxvaN<e<Yy_Cv4@DhXSFCq)6-x^fkGX>>jo$7h$`
zc#VbA3i5uxka+C)4kD|iR4p<F;i6PsS>_5n9=~K>0VO|2uSp>sezKb;<RWkPsqW7e
zE&%;+q^iz^=Wi+M5z<!ukv^0mwIW~j-~AOi5Rno*gzDcm=YInw2w=~|;smAdCI{4R
zwsCOm4}&zlx~Ra;F`B;!gx>;}{-k^6%R+aXZdg@z^Uq8QvA^n1^5<HXg-`RkHa*71
z?Ln?{o|YCjsBm8GFAp0jF=<Z?q$Kp@Sc6ZiEteMl>7J0NhZM>pf%1EQt<WL}W}hwB
z!biv`wafE725-ja>{n`L@DsEJF5I)Dt&DK7sY*Kovc`|<>oH~_I=P@HRgpo`%%j%m
z1~hC}nlL}`A21RP3|O+3Q;K?MqQHd6-OXY7VWE!zOskH{u{`ZAhIOHPh!hzueq8aM
zRO93wcDKAAy`zG={~5RMagS5(d-Z>>Nf@+Bf@s2jRk!O*mCuhz8fZyue*WJ1h9KOI
zE?0H5U|)c0fukIllpt-`Kgf`1x6XfbU~{Ur)7Y-Q=#?uKQk)_JhG9Cj<qn!E2bosX
zx&d~G!?aeDFwWij?+huLtrw6`;dNk^R#Ua|AU&7kCl{t&KM+8dG>ufdorG8yO>^Nt
z*5T<b@Bi@|NbJ#V#|(Gx)wvA+b&mnvB8{+)PTGJ5#K01+c>AwyUQ#u{t+muDWH)Kb
zCer3>EKKUpsF?f=^9ytbG{3uBOx3uIT4YB$n((|n3ds}NU5&jt2L$QUWyo#N5rNPH
zgH^dr!x^`Id)|w2viI)X+L`Uafl)<I*w)%`L?3UZA^arBR3Sx7AK`dDT=q5ij!z=~
z7S8tP*AA*l?Y#Rtm!pjB_S8K^6wG`51J0wfV?}?IxS@xc(q1H&Gluv>u4Y1a{t62m
z|A+KVRmu>rJ}uyRXpO(lgu}6T6O%NSf8IFi;lu;P^+a%i-6*U`?dp!&ydKkFUak6R
z2IGX7V$SO|5R|<7=I*uX{1TH-c1s=(t||>o?DS{0ADMLPiL-pVIr7zl7g$r4NO04I
zv9`NRNc#{?b7ZcqODA`zpfty$B=&g^+UcAE>OIBWjHQszlh~HHob0XKGX<YZhW{Wf
z{n4qZ5)yAazEywp*ZM6Sk$9T!G3ZgN{vcD=DSvJnPaG&ENUBZ7s$$0GJSmUzI`fsv
z>>e(`C<mFvu?r%0Uyn%whaUPeE-4PvfU5C>`26>sp$J*WK%DI^pf1E5czq?X1FB;s
zPm1|Ca?QSgy^oIw8BQ~9CkEQGn79oEYsn-U-^^ga;p8tf?O9rJyJ->p3-{sNvz!6u
z7UVkXun)l)>TJhhE(DehgD%Ve1W)86(3#QR7@7Nv(g&5AN?S2QOcbamw2WO`k+SWH
zPPQj6G@r=6BD-rSVKMMtQ7gk-F;LR_n>KPa&i%D!X^mogY7^kRL&o+$o<*X3K?%}9
z6yX4{;PEV2;5y7bW$S5J+AXCz{iNwf?2jS4sVa4=-x$6rO+%BqQaTXg$kAVtuQGc%
z-<U!8v2;MIb8w$$f*Gjnc$uZhgdQBTx8+NkT#b6z4|SVp4?;j%%ojZHviX*m>-`_0
zSE7^=&?aLuNJxK#8BK3K>Ro*mE>=MpBa((;iuGr?`>I&1#DUE)9KL~gxxn2JI!kK$
zG&hGpIL9}`3w1RKHtA7GU1ow3!q%(+;75d~e=hQRy|j8V$tlJ5q2E%dhdY|bV<nvJ
z=!7Q=A9x#oyliu`^E>i#CG{EmR^GuMy+f!K&#BlWNwxj$s&j8F))du7s>fW-puuse
zLqh7+UR`d!nwlTc5ds(c`7(Zx9*<J^H&m;xBlx?ng=E$c30|DptI%S8pgH3o;T-nE
zGv2EOp`@E@E>sr>Cnj+2&Zz!dPW^>&K*~a~7?=7ti-EK3NJfai5jd$~Ouv$ay-9(g
z_1&gs^*t%dr&~qb#+dU{0LnB2@q}!%ZcoWcxeB1eK-KJrfuI68QuwzAQWE*<63}!r
z66dVE?m<_6RGVW;Li4<zhMMnv;G-T|`x;bjCYQOgSKpG;8|~+s?f1I*gMn=$B@y0x
zA0;qGNr;);Yx@gBZ%JWznj*Rs3XwlLW78ht&JR#ADE)h+8_Hfq4Oxm&N5e19jw(Ys
zpI*qYo-eEH{DzfMnU?@5=J~!K&;Fyx`JwW#A(Gw%cuh+swuL6#Pt$K(LpHYMN!o)Y
zoF>v|AXeu9ioaD<w<}K!R3(9hh<nYJxoKvYO_6X0&BB~O5w;)w8s@f1@#!lkUc=U7
z@JB?S-z<oDC#~#h&B9HpIQMvLzOD>=tqv9-$d!Efu8n54Qq3gO;X`_FHvIrtCQ+a2
zI!L>puIBy{oAsG(n7vei00=pfbF2d*r-8gV$t0VnM3pjzJI7*<TK);?S<?KH8q0rC
zPA?sdZj=|zmEw<r1CHuBRk7ih7cX9rNBVEB70E<XA|ngxYSRcYsdFH<YUTgLdDa$1
zVa0*2EV9#Tzno+q1mr#S&CrjF2TFz=vCIt1`rZdaeA9GCD9uwqi+<U9;?Z6}5hhW9
zX1Mg|BGUaSld<UffpFRlz~aZ0c4RB{wCUG-$PMNl#P#0%Pa;sM085Mem81IQ&phxc
z8Nn9ayem-^>^CNnzy9%!o41&lI=BjB9~|H|Ez!q216N6XbzSQa^?WB+JGse1|C1S#
z^@z1_gyB$Z(fwCb;=n<cSKYMKaDQ=0>`jP)!MpN1xF39xs;Jw3nQ8Q<h<dti%LY>t
z9TabTeay+an3L;yxS@50JVg1QNC4vE3*bWt%KYU0S4~EUw5+<z#uGmYd^%2;wh^Xk
z-)!hNOBV6+;FHRl`i2yND*W)>#o{3ioh4m;V^bhbl+$lto^1uE*w%b!<H>NJM=Ko`
zJQ!5_)i4gQj#aI20Ve<#H(~ZN5t+e$D<8w*=?%dCRs9ASk*6n37HEVG7DZn=aNhoB
zhmupl$`~49EPr(~U-6pI3tz>N?>YENTZ|Oy5ewKG-d8OI4wc)T637PPNRzacGd{Iw
zEZAblnbjO3tM6jENS}kIW4+SJh8>9+2>?TWuH#R6h3Izm2O6`N&Cg@bFh^>j#(7B6
zujcDlk;^Sq_`6cG?$6)K8nf><tN`F^t>MA((`YOs%HyGWPyO3_zsY1KD}b~+PIo`p
z|C8{+H;VEItb)2~w?DsWdGX`M!Z(7?Z`LO&i}DxAV;|E(hP7mOM_`YD1<bTy33s)|
zWJd{gOlG3Tpz;tPrdxr&sq}1XImHf3bKQQ1dfMR*w{1LtdJ+ftP3Qm-T8C97xYmz>
z>|YM6D@&9Kem7n3xh|S}YDbdx_WC+Yv;aIkvK`?9`=e<3J2Dg-e+_%_ViF*_8z$Yj
z_C)1ClwZ2Nl&EY1UY~$g;w96tVpUx#pN;mYZSAkFH=D6)N?hwf#uLwzP<defOPvY9
zI=0nc*+lMm@Avt6>Tk-l*8ZxTX`sgX2nCNisy_fkNx*WMz-j!Y(yW_Qn5=EWbW)^M
zcsf*e;B}OO=I*~PcmjG*OPDCx3I2fmAKb574MXeV2O5r07m-H05CFE(B#AV|@k1>0
zYlIiuz|Qsj#W&h$5j>B>4H6}>lV|vAz||Ctca$|Gl{tsjdmr(BQpnk(P2~V#n8<%z
zC$jj*K+EgK@DGQJNQP9w7{C5nhDb|%m}vfPKTSG@XPw(zj>JDa9F=VGfa0G;PUQp!
zkei0etL(mSWD!EnKUD_h3xSh34qMW^cM)bUcnp}qB>Jgqw)(LEpbZqy1%SvenF4x)
zx(E=#1hm^=2@@Bd3z7WEaa@Jm*LEX7mVPs};<DFfK%#j?D-p~*8Ma5cOhXBeM)jy#
zq(44O^5mAyUF03M!^-3S9b-d~In~9$AT90R+^vp+Na}4d%KVJJU4RY7Hrub^2>PZI
zZ9=Drk}N7DOliNHa+7+-Z>4;4(_Fb<V}%Q`trLKD7xiw#JmgIy%)$nCk)Oi_DOw@M
z@JetkpN_A7r~_|kDusX{I{Eyu0Uo?vA$Qf`MaixUZnT@QZzJumk)jL{s@Oi4C#t`%
z>~J`^uLsS!k^kft@bk6ECLl09Re9Ai_2#JAEMLH`?0ZeoGcl8HfIUobn`-tzsPo;w
zkw-V_aYAeeL0^;GlI^(uHyI^zLxJ6ETxu0Gok38;3|m!G7UlhLPwM5u2%=Qx7;a_@
z!Z4@>)rrBK`pYG$y}-7iyTV4ar`tQ=X;fNk<J=7GnaV0izE4hXtDpS4u*}D(y)ho3
zA4Zn0{u)j+@v+Q$jC=pr1pmnKo7+n~Kjd<Bch=Y$2{R&Of_bMv*~Y7?j22pBaw2j6
zMjZ@M2~W4auXjmN;kg4R+Qwxgqzz{A9*J_?1LTE;l?V|XboneSkoH!3D&6E^BGIVu
zMQ<--5zhUs8F9$!cZ*WQy&&X6Fsssk9Ux4!P&)Z({DJBBQC}~92L^@~9;>{P%-1P3
zi%c^CUUUrY@0jEQDwqwoeHqnP(15v-jN!4NY3oHDaOxz>a(V1qINjDvGcPE`^KXV}
z6zY-yhXPjVUGG_clm`F@BVD1i3SZv2rV4urVDX#=>G(VE6;lXB9!K|pp6~83n=vIt
zYyShv=Jaq+yuIZ4j@3kHF})iAH&`83`XT&lgq2`NrK*}se?!@IG7oqr8#~SKec6Im
z6e|M}(pjKMlR$V{z(4JtjfS_-9$nd14-sX$h_=;B@p1O(EZL|)c7^XP2XdLTC4RUV
zw<-!WY6%*<3b?{Bd32pEBm{9Xvk^7iEpdDHsxH5VQF2AE3<Lef2#J!0^5m^#uy$}M
zpUrq|%f}D5es9~547ec&dTME}|Ggpkcl;rf#k+R29T6l74e6>YT0^-xBwfC*@=B2;
z>uwZfE(5rkC0JI}y86?AFV=Vk;9AlUKwA_9IPajEgpThHz`@3q6X0Tzg&fJ<XZ;Va
z=6nYmyw94+o`*tj#Y26a0TbH=(li&~^65%wuu1*B>2SXl8p;Qhsta(wxvv9np&-l@
zLInUUYW+j$A4szw%?nt|qze{{nP|$M53yK({>}ix6ZGA&J}L#wNVg?sfs?zZy6&Bk
z?c%rB4BV;q&1goTlH~i{Q^A$atV7M$uNRsGzFf1n9)P9_gvMnqmCaKf9zybWM_w^Y
zB(zKdYQGdkn8-Y^G7ig=bjCE*A~jPGwxz#m|78Z4pYRR6@c-1{Ca}tZ$UhR{knAiF
z@xHHr#$y$9J8FTufx)6oDt^Nzgmr1%NH1q4npqgJ+s^5F5&wOo`PNV)U^~U!+{Gi(
zgo5or5&$vexn!$CE>*AocXG>SoBIRG*ix5n*P*EL5w_fuafd-U-THyP(ARs&8fUg~
z!K^mW%^?}l`fql=6bGbg&A%`~DiaTF_H*v2rsMQL!c8R72c;aW-Zg*~igQ0@DMigE
zLY%BI{`Io66EeHz%R%y9>3d*Qyja|ItpEAk1ouNy69#9U;Z-BxL-~5Y1YAuenWvKg
zTXhxiQv@fwW%5GXk%@!~O=+2h1|y3<pk&5n6`fu}b1xlzo>wp&>ip??0s~xlSCDIX
zYZVId{}Dky5F>$F#%4heH5}_Do!^~-$1Ia7STop40o;6l9DVrG?b3HG9Vk{A^@rn~
zx_cDB{<bz(NG1jGSscj_$8=^e?bIXs7D!b7SF{}WfP;FgH%mI4fhi8_n*796K*$qr
z3-LJ^daBq2?4Bb?xLkIiTXfw9@d+hQ25aDivy#?Y<lQLmo4$_0Q0OwxV`R4cW8~#A
zL1KMcc<Y||4>qQb6BJKSy^uDUr&u^ro?91~dEu`PTG9C(`~VSV{sOY3-Qk<CzUTBM
zm`v<a0Xo8^`+ip}gl?J*@2~Pg+|KQ;4=HmTjZO~FK0EYPLR1L+j@Pz-n%E2sB>I9-
z_&ce#&H-ZhkdNEXbFj(DXy9nO7ay$i{FAAZLz=)@>8ZR*;kVPDZAt9~bmEH_x>uJM
zrt~9HBg(-AkC1H3C0nkh+-7VvgflMpbGw()^Ici?l0OZ0hc|U{Hd;4NK_<oFWzCj(
zZv6FH;1uTNBo@*EdvB)fw}s5MyG_uv*QcgywfjSIMNA3;HDcDl=2#sPm;Re%`~UHV
zGYKO_D1JfN2Zgp;=~=^3P|nCYkRC9?93Ab{ToW{qKS>|~=W&)+e@^??W}#q*5+NWM
z`<uU`376PoC<dcEcftRk8O(s)9EJy8-Md-`1cU*{y_BP0Z%c{5(hy3bN_KE|7!;FZ
z!>fKU0^cJo5SFnBareGqlks)I8qBbj5w1g11S0->*0Ub}L;S~LAbOMmE2S?5*AHYN
zwx5&owg7l=Fnv2%AK?VG?z66v!V(xUqV_w$H0jrK_<DO-h1Y%C(5kC_iQYs2nh{b*
z@uydaPxRDbGiOvvwYb`XGWX?{WYDdTQ89yBPz8_>#c>BNX~ouT+5rX5dIDL8ylRhw
z=T2$gN8Q2oF&PEzA)9p9I=Dxo<XW}AbDbtcPY>f~@)7+P`h7q`in#r>OFpV(85Jay
zQU~YHCf~TakA)luo*?tTRC-H;+B+Lij){461&o*luUCQn^KJs%bE8B?I`t(wxBx0{
zNJWj8H5XS!4X0~<o|czKno~REy;X%SE1%dwEPYA<KtV(pcT3-W4mo^r#&b(_T|Gph
z8*(HN;qLF-sMR06{P76fa%*TSCls<@{IivVWQc6D_LvJA4r9(BeN~$r01`4Yj(kC)
z3=CgZ7DBizQek$?JcCyO7+z~RpkW87JPgZTeN^^lDYKhtaKOmU1~14X=pQY9c`fD~
z>Q({$ryz<F%w32QVF~@D(yHJ;x&0Us9B4-p!i=mJ5%sJn5Z~vjSJF#E0x8q)<Lm@s
z-=TCJGbIYI8k__(oE;~z>U<E)_}~n-l;r~b)A{cT2>yFTTkLhR`y1}JK$4X-=|M>l
z>oa;rx4SjjQlMDOzHtRD{V-LuFk_qkmp3<`x>qItR(DVh>7fQCacSy!XW`cg<h4&;
zV(-EHjZ^&lQR{%ImSM6_bqyp+w0F+2&jDZ6l(r1IhWKz1gQ2%2JcZf{5MLrs1yDXr
zR$KbN<Vof&RLGZa1O`_?X_F2o)M7p{+yE_^{(Y?1SQtXy>hWKYpWsSmq9RWALJHgP
zw$IhYQ7|xX2LP?Ck969S?lBZc{>CuKpyuhL>oWAj=x}4qXhhGge5D<9=#s#y8fNp!
z^!HwnAZgAkrto#Q3d8DvzLY3UNkQWv*>%sgH3ZiPl+k$CU*o)`D2l(^-&k3I9YQn9
zlK%@GBxrHm!2&SQ9ryR2O|l?q*q^X1Ci2_QN>sO51z6=s0tO8SqAa@KV6i4a<2904
zg01<hQG(0FWRjn$qki{BoQOhaBA_ie)U5`4cY}imLW!P*<Q_lYz6D*=kms(@HFIwv
zffNziPV64y)|#8{!SX0WY)a@M1eT1zJ;Mg>?%c0n%#7bquFUHC;90=Ie_C@~dj{nJ
zs7iIA^{PBnKH4C56zg_J1HAw-Cr1WTC78Jj2CPKfNzx~GurE1yO^$~^V&bz(WLA40
z0Gg_CHY0n}VCnqpd^d=KD1<oaJfL`(4+jR@UwSWAZgIFe?7aUC1&V!OgdDmS%@p%f
zG0I|=g*-dSO_eF(Zf6^%%A-JG;BEVP`gRy%(1##n%7MPlKcXlPCSn`EJt9ZSk7Qof
zUb2{8fbFwPzL$e(97`n$88CTcVGoUq88wYBL1Yuea#Vj122K2<4->$XOLl%N1SOt5
zhNd&LP3}-=KvBdEXA?Ani_moIGNz0<;28kckV4pEits%Gru4;mFfrB@xvcN`>o%D0
z+A0PrNMM@lxEzwcDA$NB*fy4Q(7A*)1_=E(BUwDVp87$x)8hJ(dxA=P-5r3;SrkVe
z?*ybb2igSPV4zl6JV)Xg)dktpY-#rk%AEi(xid-n9hjfL^;XzSyyr-d0*mSGLcPl|
z01%j2PY$RSf_EwLd$RBKh}<Iwjq6(|HX}lmo<he*8imj^nPA`}C<55@!wq^<a>us1
zmR(yAfY>PH_I_|3i>k*KJy2k)3<IDMcd(@TUuHQo6q1&z0I*O{kP?0XwF&5s5%jq?
zj~QzGgz`~iaS_`xTEmd7gxdJNVB$s2X?~Wi;>^a#$qJFU#|Uu)*MkG4VGdi@oweW+
z!MZvqHxA*ghW~vQfH04fkdXIv;Q1n<x&tOKERwgw$!)UA0nv{AR-`>>FoIrU2{A$J
zq=!Mi?>@vZN}NEdPs7MV`v2&A{z0^UIvr(k<dHvZsbx;Vk&Jx-EdK4&qb&oK*laF^
zYpC}bW^vr6jr=;QEg_O`{2NRtKnNy$or0Lmk(_z9OL(EF${u!IGn(0t+4ltv1mhIJ
z1$cvYclrciB_c|Yg0~^t86Zw4?9r>bTGvj%>=Pz5@#d9%Jq0Tf2dylJNF(>ZQt2Fk
z5qb&%k|C0bCi#T<i^o(n*1-3Pj9d-Wyl)h-oAe;{yg}_%ART#FRo5yX=%8TFE<?*-
z$O!<aUcXP-_4IHozCSSL^ru^a#>b>7jx(~&S?m?-jAM;F3z%?|;Kj?lF$zM3e6w~-
zEZnPy`v+6c9K-^_>Oh`TU--D53W6b-69Pj=<Lh0&!4OLtLgd^&g0fCq&K?*gYe=Js
zT>MS97kVCT#zj3?0tMCL0g^KeP=^l7T}ehOX>Jv58-OkTPWmLd*g~ibN@{~-{-D{v
z3z=ff1S6JYK(a*Y5fq}obw{jjIx3sucimfLybI_(dysT=-rYksd4F$n3XBeYv<Gus
z0U(bo&8RqCV@OA+k4d%4dGkAc^2i|FYEC1Z>pu~6S`L67S5Vw*!DG>zS?2&cfjCnI
zr#iUv51L*-h)y9a=KHd=v=A*$37Aup!uevMF~Ag(ZGRgtzwV|)5vRYjMUa@pyQ#f@
zRI)<ZJOw2E=RGa&Ip4}(C!!%m!|!kC=fKbl8btYN&GdaVE~-C7XH2z!AOKoky6GoJ
zOCw{U61<SW-2L?F3ZPk_yK@Nxk4i8lWVWQ{NHb{gs!o%FkZ!XMwQ3<qL`%M(SpbtJ
zA&sB;62UgKFoc7%g!@YYM}3mzJ25ck$dfKBZJ-AYH)a;Xz?_R=&sX5d73)o!1JT9@
z22G;Hgsj2Xl*?2>#qWq`dffyDloZQqfpFand<3`cb3&IW(wL$|4@Y~eomTLU-VI%6
z@9z*K-&M#&g3uL!V50s&r6wqQlOpV9YdFb>ba{+{=2%rWI6MBtHxIZ(GTG1`r3nqO
ztrj+%J}0|!1faFF4U|9`6c<9KPKEamAkcw`C}cDRO6g%8Iha@D#o0@Jr`8gJOPic2
zCG_rkr^S&%+(1iVSGAmM)rEvznN-zvzF{s-24=k)p*CX~McN#ahUFk4rGM!0e`aGl
zVi4{igA5EfYwztZC>q-!=RvAB0l^ZFp(|Y9AWj|zqE^F!htLf;3>MY2YMd=07j^#J
z2{=l0$Sn;BsbpRefM@d;FD#^?)M60@wSjh#Up46(PuKE{z;7O&FA9!>DY!SUdz-w#
zpils4YU1l6HGY$a$9E8?%}Z*|z_<v$d&U$nFf^}-9aY<dLAYR$Ib;*Bx0W0NcI|mt
z+`j`nmI$D_X;7>nVSw9~zCGNRnpKe0;^$oMb!<gS&+c||VndT;yz0Fwx@@!ayZ$JY
zcSmeBLwj!|QGVA9hA^Io&+V7F*GNOfuL)!w^PV9H0^VKj2a_X)8XY1A6F^`$%)<e|
zGq4ySXsvASVVag;Y|g5}|4b7TTwk?qu=;`NP!iX9KoepU>ASxbH4nG@m;=RY?+2)<
zWU-|H02Qk7)@X*vPru1Wo!l~3{F?$d^^9Uk1fjb}4H^tm{IyFkubH@A0nRqqVWDja
zc^eQcfTjfPP&2T$H&c3U7)5@EuFI<>JN;+L*R5nZLos;%1$6Z%_6QNN^32mqox?`K
zXB!!tK_=40`RV-S_-&PRJ3H6<e{5xgX$aE}+cXYf6eAF9nAiqzOwOguoSO-Nk>B+O
zHJj_#J%DJLi;}@~=rde{Tta&usYZZI;IxF!l;Ay|0G5#cb^c;%>|>B+9qIg#QR2w}
zV6NibfBZ0i$?Qie3Ez~n8td--*YF#|l+ZLM#L0B&71h>}i@4hhrpI?&ySbi78qPHb
z&Vdih+gY2S@4;-{aI(xWnFa>04@EA);A=CW^vUg4;=z>M9QF-Wle;+|nXX}j3$28C
zg~8S72;cA&7)-_U0q)d5K-1^j3J+*p=MHgj7DL!FzkWm7OmftG%@Ud-;$T@BN#6QZ
zRLH}2Qq;3jgV%USA?(T)JfKQ)eQ3k5_m7f{MFXJug5uA6z2K=F+n}47nY_IFz8}g7
z<KRgxfOHVBqMHWf#2~^(@%2L@Bxvy@iWjQAz+`Fwa0|5Oi&lW%8JhSsN_$+DXUvur
zUOk{|F4_INyJC_>AZiuA+=*@hT`VQI0vX$R1{W+;v%kqSe4u8Iz<OO|p__)|FND`b
z-#c0D1iIFJjYDXZ^o52an_AB^#vCA`Woo0|y__s*r?g7L?>A1%FaV(9hKcJe<sL9=
z-GW-}my^dr6u)D%4CZdTz=Gdtp1x9LWp3SPoq3~8L&wH+{Se@$TFn7y^Qe$q=<XUd
z!<?c|03#I$#?*w*&sW5;fwie<VY=+vIX4&zu$Yk1z{B6afcel6OiuyHE`O2u>Sa^a
z9nBV?2&fe;+^m%vF9D%Wf_Dsjw9ib2Re5v~h|u|`oMX^j0^|Slv=xZ~yrzyqx2<XT
zS0PT4EIl9?DVD|D4pCFRmJJUi{kS&4^drrl#?DdWl_)t-HV#Tnejo002GG2iJ=B(j
z!j&ZhfukRc_G=R|zKELyrem;WJdbgT{aWy%xI}kD9eJKHUAM$ejDFH>pl2fkXW%;+
zf<%-E5pZ(r!&UbRuD5`umkI{WJllhTZNl3d0`_?t1=hMtd4)ABU@*Pren(asR7@qD
z=%J_71VTfbbK+Mg(Jo;o`NGpVzd03us8AR-jn`l2Z)X4RF^s`?&Sz2PAmOOaejclU
z3#r|BvdU`*V0&~R*u1{|vShyajbyBom0-`kZcV3a%8d%?1Pyw=Oav(}OT-=VhPEKR
znHxQNLJxnQtV#V2KRE6vfC?>uiPs*~7Sb_pW4h>z_MuDI(z<*72pRtaI=^y?O|B9%
zvxr&%U-DNd%d4SP{a4|!R!7pD0*`0tXw%cGc3jdv+2`5Z7Wv$;A_rUvNc$p;-EI3`
zyAjwbOp2V@sgGiY38v_8TPng0O;i^bp5N}Qv>xmCQ1e);XZ03Jo975zlIkIn2Rx<K
zdao4|g_gLeBIMlmKL}m*a!tN@KR(9ek#fwDlkFf`VFxy!%i5s*&R3#fP@$(cZ*OYd
zEHg(qJ4M}qM%=8>9RKrxlS()b4Sp5T+2OC0kq20L)d1oQ$vBi@gDWEI=Mi<vt!HkQ
zTc5tqV=%Sa88-A*Klibn$D@(Bu~VM<{P#5j37%6)1>&UxK0Eas-=F%vPsmySmb@Fd
z*6HQ)ydu5psoSa0SPi%EuY>0$LIgx#z!))`Fuu8}ng?L&f&f7K_<pEN_jhuCjRyG-
z4;z#&q^6|PG}rF=0PS)v)#*pckzG-4Df2<Y$i&#-`r3w9hMC}NZus=TgS~zi5569_
z=?Yi3m-x!~yVaWXPK^$p^>;JKUgK(wSPfA<M_X3Qp3?(fdtM}4H_Ibe-B5Z~6yOQl
zCzq6}KQEeB)HDFH_D@Cw(}&DZQ|j*^3A(VkhwG?%PT$LdKserppmHEl`F*9(gngg|
z>OAxM2wat#&#0_>V$5>If!ZbUtYKwO@m_Rv=r~N@8Q!;_&}}_!pfO<iw(Z_>u0huK
zvpVZF&h?YW6$(8oUhW?mhhvp}BM3T6yTq-Z%U|3Gi?vDwPYq&I_U$#z)mq-ur8{^y
zwZU_iuQ)r-HJvEa#;_-1>5(iljF|qWhrb(oy3|-W0lZMr2^H0hNapP(V3tcf1uhzE
zepO85J5;J;ftdg;g;xqXoz%k);yA_QEu<V76CJ>umu#rB##Nq<3Z8GYR_!dBT)<h+
zq1eNiQ6RoI^ftd`FHz|2phSIa0e|U%WzFTjSA$0^T>mLyp12mHp3Iw`;gr=S-l2@u
znz+69KKqI3Kb93f3VTx&(aH_L(|yM*i)aU2KCTROes(c)9nUC;t!;Qw>bwk@U_n>^
z{LAS*z2L_Qd<jBj4enOrAkoDs`<a)FR9~hkFcL4r*-Vp91*cxWkF~ra%*T*U-}4ez
z%~f;rTsx@B)i>~@(3f9xL7ni(x1{X+__E*ft;l-GjPphMj~3dQvK|xop=i?ze9c<)
z;52>JT5LvS*r=hA$i2g>$1^#tT{JE-KP4?8{qQKni+KxMY^Eo8FJIA*|46px<tw+s
z0%k?uq8Rf#tMD<)hM9raXFwEX2}Q7B2b}U#=qVk|-bYjBM_%-C2Bx4{2i!Iwo|YdE
zz0ItnqA6t8s~Oats|W7(FSMI$A{k1SkDjFfLs)c#u|Ls0Qa6#B#0SYfmaIJ8ovAXu
zTwVOXM8C=oa4vuCcyAi1?B^McjVdO4k<D}QR$gqzxx%QXw~XJ~v%@22G8<KaWB#=V
zWx~xd2tXF{MqA!=HBWJ@J1Vw41BsTLxa9>lr`UAAe>9j~JYV6X4C+}i!8wYBApXkO
z{aKSw;NeSfWI?GKsF`&8s1ExShHyoDi6XVu@xaBL`G5(NI}qvW|Iu{TVNrcw7pFs7
z=`Ilj>Fx%lL%NZY7DgDlL0SRnZlxQfW9aVg8oEp1z2o=yJ`aDQ%-nnKx%;fO_Gjys
zi-}x$)Wi$MgU+XuhX!YgSqH}13sp0atX-M4LMK!e0kdp<g;9Qm>{$3pFlmY`{rx1U
za5veQ#VIELVAxeu-`Mg%qo7!9uo3&+*JGHmtJ;d>etqZm+wHAIidAaie)H%>yknT;
zcPkquf45KNfs<D}SLLHBvpq&{h!k2f7~b)m(54~9rj+SivF>`e_Xr&u(q8$tdbL_S
z4I6zPsOLMu?si=%1YkXPRHv<}QOy_+p6uWif%E)%u-C!EP3sfJv}ZZrRdUPu0JABq
za|dW-!gLLr;rpmzj7MRN^y>%kiv7}7;uU1FE!o{eK7O$uFDvb+c^Qw=?Zx(i8*|52
z(KMrN?NogWtTK7wE^yvAs44J*c-zPRW9$8EKlweZ7%%q=n&WX9>jIHX<;kd{3@d?$
zA(ZE5_f2!&BOs7K{q<mG7@&QD4jwk)JC1%Ru%ZLmp5P-P<|**qT`U!cnRNTFP8r~>
zZXmt(oH;5P4F<w56)1?SiRySo^ay}}>YZFF*P?voF{x3m0sgs#!QDEoE%JflLtrp~
zJ9`Ze6>_Y(h8(%3>oTesCad(ZYKE$#dY~q`KK2Wj^N9@46k@4`^1gPV&__yPhHq5?
z7vyD9WZcBxIG+nEypXw;pfF}UZSLpYD=h3U3=TMS^+?_|jCYa1mQVuZ2O!S9qT7co
ztiHnK-g|lzm7@N%`J}wDdM6sQ?`3aj^zx~?#+)ExWxY>h<)|8*0rX?Vz6MI0pnnnw
z>;xD|!X<l@tt$?DN$MEGB=1BM`?^AoAV>#*FVph^4(AAGfZ9+Ci@<r6d_u%JvBC2T
z!7^f*z@o~yxqI4>7#NIz1wWh-yx>l0*050XR+3aw(yuL8(b%KbGO*DW|MGcW?%@G)
zjm`K)#{J(Yz7>94U9n7RQ6R+S1S1c?fFv@(O_yi$tAJG#r=7HU`+`>W7zsCz=$)RX
zx(F2XS@b|(v~}{TXf`>+V|jlv&nV`cLq!DEETNj@H=DhJ4ms$Pym|xrtf#}K6{@aM
za4=*?`TN9`La!lS50+ckM&PdTEF@Bye7-QdlME0&`NLi28A@F4)-q|`8gg^USx~(B
z9&Z{J_x}|KcR~{8$GZ0Y-0rL<X>6491b^*>$u5y?YD$;yu~b}ic|WW<L+Y+btG79n
z(t{DEkgWqaht?h_KXZC8a50jB0=B-DC;$bF)Bqg%J=6RCx^@8(NBwFi10bu4;^F9Y
z8h<yx(xZ9r<p-<C;>F-a;hOQff`!$IUII+S3_NbV0>n<ZQ3OY?JUj#p0RxV$YB)v5
z)M1>+&Hi;k4GE-yZ*WwL7=$c+)7dchUihL4*d6@#{V;yGrYEyy67C3>Q=Zv`4@8KA
zUovWi795PYX4p^o3&!7bz1!dbirEtoEy%tVn{)q>i49>|7H-zP+1JBLP36&d`=s1P
zB3*cfYhJu?%x)9ZYD2Uk4EjxoB=Cq@t;zEaIP4K4Sr<z6ZR#({2#>}Q9t5ooo`YU?
zzvWvj*qwY@{-LDH$`=vkJU#nN3@C+Qet^mc0~?S;1ES;AYWDTN8uJ;}WIUEG9;{@(
z4m;=pCH}kN9lZV9r1z;ClS#)>a4YQ@_VlMVZ!J9z|JAL2ui68`cEj~I3S@jU-j9kt
zl!(OLvdg={ogPKx3p-W}9ZdgDB$W>LpQ!Sn5vQZRDws_-O7wts8ffM1&?R`pKhzX>
z#D|CjWduB)6M`=Dk}Cz20<Jj_&PLBQ%Xz4$8D>NR#2DSn=ECMSAcfiZGV4`jo0P}E
zGc_4_mVQD!9eX8viY&G`u9}c;WiHJKB3LD=5~m5%SsL-y(rFiU`4;Cpgd}1;P`}w(
z(PebGT4&MWjhd|}SxYI(J<FbJrsJg^I|u<STAe`EOUj^}MqCHHvkI8QqG9TV5>iUJ
zNiQnqCSN`s764HhtwXUVeK{Gm?iG6*D#$b*-01rDp#Jl{@16nRkDyb#Mw0Qd{!?ND
zZUHSoKSun+a05j!%c-?$Hcb`qIx&q?;;jT!az3p6J}wmrq!)N=E0XRCv)NObMxj3n
zgle3`&L#T2cR@CpqTXMwigxk#FFSO@nsxxgbqa{QPn?7MPot4D3JfhccIdAPfq$60
ze;+4IC<Q#E#z?q1cu6g}7&j%m$tU0M_B|6eCzH9C`wqa4Xv&3K;Af4{iTkE63o)=_
zdrHyIsyV`KKK`WGE)=7nddADuY)fdsyeaBOv#;%$NP(5t@N6EhE%nrK%gxFRe8|W&
zX+RP0Wlb6IOu-{eGta4wuk&KxI8p*z2T2$=`@}=6_zA&V9?`Ov^#u(_ojhl?)<TRW
z$rNCTs%jxwmjLJ?D;7~8;P<oOT@noL08k2DQIWd|G9tWi-P_-d`@ti!IMmHs(ompc
zk>)|<Q9t%DMfnFq)sCq|S<!X!RaHEI{f9AX9@ufR8E08PdR6aDNoNh9k3ERkze_8V
zYT1-ruwa{!oyu;=Vep{%@c6!421u%j`-Ny9zaa{JFLI&<-N$CP3#2}bDqrDO_+WT2
zLzp+D(M8k!ueT_x3GLKqLu)E;#kp(J)hZ9DR=1QXE2HoI9r>Vm&sua>eSG96953=;
zWl^pI-c{%OH|h9Kz<D&WHG2joE&2aNdaGZtiD(7HK-YoI6%DYts$BuG(ti(Y>JnPG
zafV|dn(~OaKt?p3D)zjb-3XL&(-MBl7_1xX`rg2sx8Kvu^;6b5>=0HZkBWM}vhPpi
z>jtmLb_i?u*odW(>I4uP!^lVu)LRAYY%5i%{k3^&P5|ZbU@8|41T)JMNFo%WN>DYZ
zs#z1|b|4Ud8azJ#B@X<hC`Gv0fO)}qkEsLI6MQKvi68=~DpVOd=GsmBAzKh_Odfio
zxkR=i5#Ai(YQu~k#1GYU<i0}rsGg($UjDQ+`a#Ny26iZqlJL8E)w;PK`CblJr9~sm
z4gbthY@qv3nCGjk<*7yG_jlOz32I#n+9!a&i2>ua0pKe;{=KZg8KWX5*aKfg;eSqa
z==3KT?gkd&0b;8n099<BRx<tOQx6YT%g2`SIkNBXixsz2+P=C4&%nYF{$5D9m)2gF
z(Rg_)rU7@b#)@I5dT!Ufv5M`V`XN9JNVf^_%2Elquo7NGDZnZ4OE=ny3<#e%e-pBT
z4tZTMQrWutsQo8<6bZo_5U4v&&;-PfgsiLsR;eQ;RKA<ET&h^^+f?>tm^PsAOqD+w
zZFQCu4)tzEphD+s9;Rw|ns#|=0w&e}3lWdaAz2%5dv}NOQ)eFAb$XqA>U?;iwX{+^
ziABE@2Nz)EaySO=M1O<SOwOVCO^}1{nxbU$oA^gOMz#*@iz8S|B@Ev}=_I^`yVtDV
z{%MiS&jtzdBM?XLEg}zt)^t>H9FQC>Vn+xAaZA!7jAwTWX~#BwgvV0j76evc9icN>
zC148=Zp(@o*^2%$^4QO>g{nz^Bqg}3*vJjPpQHmZf|x{Z{)qs9MGykFDj4QAl?kkZ
zj58#b#TM-RCwleFfo;<+BQD>z^(NI!k1daJ_x(-ei|9?PpNP4y1;J2*^E^_r2GjDm
zYu0~y_}D3ubv0<vS+D?ilHz0Y(TqsVClU11qxb1LrAPIyQ$SACz7w#w$jh3~2SVDY
z1z}Z5?MrLHj_4KA25Z2T+-0GiG6g(f!9W~UO4mGn``QGVE7hWz2i0A`Sy3HEax(r4
z*o}H#+X>nwQYgiLSPLe5l!cByIRj-7HVkDjjW|7&Cpv=V&#fQB3baUljS7~nqs;G$
zFesfy1t0y>U`S)&a$;w*T`lR&IFxdUv5Z`svVbp4F6z~=ZBhL3;UJI*zQMzFlvPKn
z3DqCSO>MD^+XT^@rAN#7vryZP8tB6m8bDUZfe+DdAGQ=#L2&(Ix+H>7#$7D79N|}g
zL%Z{_%Si@M(e?SS=ghlc-o*8i%P6$5UGNpKVj=Wn`~k~=n_i;k{P*_El2RBDvo2DH
zlFz?)$?X8*9WhX^phoCS{4eLK$p`PTWr}s(iNO{G2%{^sqL=8GimO26vJ<d=C}pF`
zZ9vj4uD{pa;L4bbg(j~UMQ*K2wl^WjDlCM>3O1VmBf%6YBT)JNt<>GHI2eOvGBDnf
zw#h~kn*wDSV@^irGv3-`;7HCX9c{owdswZ(!A$AV!<3;%VM|lrhvR4Bw{QO4W+0+X
z<L58CKo;W`nXN2)nESNt-P3Y<>t_GD4#(UyG%?#M)4T3-DY~u8Q7!DfP>RkSX%Z?P
zy1D|i9`VE8hKgzY9PBuQ0;DE)ez2ffDUmhcAAL6bZ2zCMrJ9c9{=N5eq{k)<E)c)s
zu7feQ*8ud-hXC1@RcOp-!c*eQR3q>dP$AzJ>E=v!QOzcVB~9hSb~}LSTsD#_VfCLE
zr^<|=6Q~wC(Ge&ZKf(^cXzQFU|KGjUrT73?y)RFpokGY4VXiN~*t#x#X|z=<nQ#`+
zdnfWYb?|B${GTJG$qV1=iFb0!AdX5(MQZ~9guj{rDBuw=-r7TASnBB)>@=JcBH#PT
z%ua#bG>s9NkMl5bI!^o%{p;<!)`#OiUB1r`#<m7q*%86rq7R3!ZpD`XFL&xswXh=s
zU~s^G`zKt>vUBDg;57#U7{DPYk+g^bJr&S2yMEe*Q{NZim5&PPZ3K*gf2ZeN1vw&8
zY~W^_um4wi0hgKyX=xB0#F#FY0mLKPliV9}U`|sfo*X$IKtE{z<(znUf|<s=tB9&@
z5Z=Ti=pgmY{cHAaYluGMHtU2Su!+Nd#%})^^E0QeHD}rJ6(MhcoN2e<#m1K(jur)j
z@4T*l8)E_N+S({@W~qcPe+1vgpv8;$U%fiCHfVmjKj;E-u4W=Mw|fG>)^6vgB>FT}
zp>xgW_u?N;n?TO*%z_fohJf7C+$j*jMuMbwe0czxX))epxSQ>*w)ys?y=p;gq0CqA
zc}YP;Dh*X*f&Q<{S2{}+&7?T0b{?P`TBl3()dMZH&@|xr5(T8k0hWb>O`WLP7~N`1
z-B7g=^xv)}yG|HKthJT$R(1xuxqLGO<Icc^hW%ujqOsEld2W~%p*6$Wb(dO`_lFcb
zxhZ}Om>SFjPRFQ$ow?}^fal6H^|LMqF3a?Xtm^=ZvVOozd<C3`o|D9k48D!YdjMg}
zMZc8k!<-Vm6NLZBm6~t;fwovZ#AN_>i01%6Su22uk4x&^{HPDF7qCXKfp`-0AB|j&
zGg$w?Ge9sXt;P^RD3*%>;vOz%{;&Q1<tKnW1^{xCwgMX?<!`adV+L{{tF#W#d+M5M
zvSW;AA14<xuydy#8ph1*1ePo|&*L(#BiCmEr>*JOXz@RT3bs$d!9y;$)8Pg^s6HS#
zI=W8XO%;k-tj;Ofc;5g-E*4ypLY2)mt#+(@+HmnZTt>r++?x%6abo)ly7vtX>q-am
z($kP}rpybb7Wzx4_U?r)zP7vJoS&G&pPajP;4gN}2!l$1eD=+P+$o?OQ~KNu8s8TT
z^FB_O`w$Sz(Nb6^6(HniHv#bKI<y-eowQF<fbxon*k=B|i})250npww;`DU48wzk;
zPi8jxSDkT@9e}P17vp+Ia*YF9;|IOg>9?OL&C`~=E{3l=12H5KW<xltDoo6%*8oeY
zK4+x3pmT!k0Pr-p+*)r|eSLMRK7G3y8yNX*Bc@cDb|Ar4b$ztB=u*Hmpz6@O6-*H!
zWT4{2=5{#8;ROJPYM!}Tj#35L>u^Ev+qs2eAV$1dg9Jh+g@C<1c&f*+yx`6VwpQyC
zoYpief!P9`BH)mM^B#(65PETT8%XsxYp!_Lut1QT?PpbTv7jc%dVVPq#DaDrjb;Ma
zOZmE$bRK6ugM3u0K1vijBk5!SzwE_t&jRIiQrJ#^z#gtYy51F<x;R+CYVJ+drU%tC
zsD_o0IBYGKKhR6O^wR*(hWC@KH`m~CxhQn?P&7j6qEx|9<&%7@Bfw(o(K5CrIk^T{
z5Psm;EV>0CTQY9l>C)<$Q~P2T?v>J&QP*4s;9wOuE&vBGZ5X`NPD=pGDcqu7q4jJ(
zt;6@bXTmkn(g~dd45nJaoAkwfW%f;j*QlS@1@t26s<vExAs>36GhLMlY`J{~W|M>m
zqiP1Gna&WB>*eLSGA3uK5mhx9MDwsw<6Rnv5_n>;l-J&HcM@TZzofnc9K<x~O8RfD
zPjR=|@!gPzoJGyf&Rg{qgD?HB-%HzZ_{0*jeD%uiFD2^rlFtCR%Jk9SRh_&EyE|6m
zM!k<+>I@I_^<0;Cs@SnfQ@wV$GC3Fk__zGi{cIb<Dgc{_yXA=MHmZ2<rKY&CR`TBN
z^20_%-tgwV^k5u4_RQxSQ?KHhqqg&ea{BSA0*SFl;GwHGS8cUBJrD&V3iM4Y)mN+l
z3i9wX0Uw3&O5EJ3>5w^{$4j!Gar~4P=YYi~_ANj)8r+kvgM}O&CHDR=|N9(wv)w-E
z-OhAHDuXWhvfgXwif#HPMa3M|X?hFB-9T9){C=vZ(@^?W>cy)ls!b&=x1JFiEh=e@
zOM2`d=>`Cg<2sGm%7-T*%E}a<8aM{dcRvXUzcG^w2}qUsJ}|SH{M2&d&Gt=;0(tfd
zd0I0Daz<3jy7~7&&q~vS0($jkRvT2bx}A`|^PBBrn7OxFlS1$BuWk;rA3zd$3_3b@
z#ty@dhC7b=Ddbuwz=Ga@gH#&FNXt<9%0lukMXD&I>8INiKpkYLoXj+=+H2zeRyG(1
zR2Fq=tft;mZM95{H@1h77AL|rJW~v(1{;6q^-SrTxp*zD!>!yjnrFL5lHXtACP>Gq
zU9)!bQQKopQ#RB$P=TXiX|sNdM8lum%F*vHufHDx2gXJ>*IP~fz8lOw7%cXW&L2&I
zpY`N}+%^+=TSBXM%928?tG{8oYa9S!=J~9aTN&1(l5qaGScE(YYk3<;ZqJuN{sS;f
znZLFAma50Jyc)QZhHCOsPO;8`_9tG$k^w7^4Sn5BKp;SG1#~_v?PW%W{`FZdG=@6~
zla!m0FD_<$ZnJx5l5vgZ`nn1nCP%q5oSFzwReE=NDceQ=tV{yUaJK2*>eto;-&3iE
zk4wox_FltBMc=rbg)2S*&C2X*qN~rs*OH1GxA6@8+|Fubho@mZONsljjz%6}fvvkD
z$s~0~Me6IS>KL`|Cm7G&D!kKn_W1|wu_QIxJC&3R`i!x{*z>##^Iumcb4?SrDe>+<
zU;(#Sw%+By&`R?&pitVoeoP!Q*^&Si#TEVKHug?-G-^yQhK{9_qfzj+U6ne%9&d5|
zvh`h#!ByO*r2UV(tG#_EasVt%H?I@Q`e#$~iy<t;t+&hv^y`t&0wEB3=cVi=S1BuK
z?o+7}N$xDR&@Rk?t(|A7XGM6Eo}Ws~eO>*ha@97+4ebwaSTIu1fHnLiei7MK(s)zf
zh*0!N?MOY{>IbWI(9d_Fay%jbc8GzqrHfjH1apDG7DcZJ>EC~Xp5Z!qj$)!-XZ4uo
zmxyFdEMg5llK%FhRkc83eaEjla^iC%<gysF&&qHSsitjD6YlEIaYGy%UwH>$kJ?II
z!W)JoXK>en;8?XqElGv27Sh3CdE;nbZwv>+5)Ucsrqi=TU%dnVfnDT_pD`3dKl3Cc
z5B;lWd^RK0`R}&kq)PT&E`FOfLvF>nF1#S{5o}QK^KQdIm&{%`0rQt#Bl~2p=V`Bt
zfurW!SW@?BCVYl=P-Hr*B)*TGaK>E3l))>)m7J%aYYw5ikXZl;=BLk$(q2~A{zz0R
zd{mS3+SO#p&+Zlmo(9bS)1^bN(d(s7#e$blp~<vFX(cf({k>%`p<{E^(@WFpyY8wK
zQ2MuG!)}hdsoD-!zXWS`m;(+NLy*HnrtGc#tY1@_y@^cWGZ^K`kujbF&PhYBg;<vW
zEP4p8Oyt#)?Y4taKj;Xka~zI8<bE_fMmRlc0qpzj0y4qLxluZ*h`Gsy464Ox(Bc9m
z^B*7c>d%Kaq^+oEJ{iqjUjeFqME0)&Dvv!H7tqitEf7m+o4NZM)bo#bYFxVd;L|cm
z#Jk#jdH$u}YB7Hx-ylH?JEOQ}pA+-N)ypzx@F?}_nEx*M5p+CIyWOJjUvUyINnM`P
zeXGRH4xx0WxwdAp5F_}5y(uP>m`T(0gfZ@|*8s4E5ZJgVVd;^%wQb>{+z9c^bcNm+
zDo1k@r8NF=qic6uD$tZ#<MuvgU>2viM-5~3{F`)F^{lg`_9VRSxy>;M<^zPU6_0nx
zNlO3c$(!pJ*j_`N4R1I3PvIW{<fK_Ckun6s#EAQ@KGA39Tg#55t0`g8ZLUy@pQ;p{
z?cugHRZpZ85{{!^RLlDCr~sSWIK9}|=|JcOV1=uYQT;05++y}ry7>ILJ3^$*j;JT-
z1ybGKK(EebsK_-ouT}-M({iqUSo>{2<RGEvd@yhaR!C=af0w}s-^96lGu+g)oM9px
z?`9eG?zWL+7j^%35D9M{S5iUp!ha^UTBpZ{cpf8)Vq161GG+k4lW#BPk6tVj-TvKO
zp<@r}g>{HDSP@HwRshhnkO<Z$M&NifQbxj-7y16>yM4RH=k~5-d@^&ICTgDblp~YD
zxsQht56I4$iBvN*PHZxKbnwwjwt&QK9d;~bPZCudpLzs_NGH1SVpCHchXvf;?A%G^
z0kC9eR<r|`kzoFX=!09SKmv2)bE@nPFQ6CTx_PS^=r7o4e?Ebk!xy`_!2_y?VzQek
zn?`415rpkDdIc#(;ip{<0hLx+%fBOMe?G0^|3Ntnb>^948x<ZPC@n_p4Hxm30@_gy
z<nx;OHf544Np43k4lPO)+v-Vkw*I2R;xF?p<fSi3H*hVgRWjn16e<&QqBL#*{y391
z@84?;-_uM>7Jsj7Cg`}?vk*j-MYFzCW%<X+Qf`m`bm0>=-ZJ;Rd&k|(JCM=6ZmeS}
zq)ZC$z@3POeS~I|6oRK58d4-hV*B&q$Jwj9XRfcvS9qr0&^Xt|gFo1%`{^ZRpuPK*
z`e0}|cf`Vutwt!}pPxNXgQpwbJgd*YRVnl)d8~n7fwhB0>E+5sRk>+Hp4SbVXb@I2
zn`h65J3Qk%pV3NG4D|=x%u`&l9cRp*doHiH?i|k_Wi}aCTSZs+o)rXdPBGW?xFAlI
z&m16GrBUiu-&^JU^#t#;l3l}?lL)iyxd+Y@2AG*rTFtN;Hg2C2)g_lMx%Q_==2OO-
z$Z?`lar<UD=of@l)O@7YS$D1BB#tf!j}IVj%*@vjdrE^cT##C0nD|zcMKgJkA-?oe
z-4j{^f2S@D@;155?az)c7gwKVAfGK+L>FFJo3DF1drNvZ&km&tOhSHLoEVi+tyYb{
z`eE3cGE!OK$?fe^Tm0sQVa!!&{p5BwB8~r<{2lKo(O!F}Z`iJf(yrdC-`2_YN3_Cj
z%3_bMo<A?V75~saE0iHWdoREf?|$D!dQP|k^D$pP_qny^k6b+C9?V{@zSRmbJ9^X8
zid=Q1Zggxm$~sf5<QaETEszgHW-IF8GE~MlSfv$=ZN+TmQEFaYh)DmzdPe*w_!oT_
z_p&j99XIK}Axe~UwJlh#&Ae_MN?~%f%i`jLyFI(cC0mN)$8`?Sk6>h-`*PDZDhM>(
zOTYB|JlEh;LPo|kY_EWCY)3S%K2+zNnAG6X?e+y<_6Kkxyfd{E2Bg&a-s{lSdq(!x
z4S|tVT#cZr<T;Z}r*z_zBY-ojw1Lqrcr2J3_M=;3Zg?2cVSXbbHUYI>^Gs@JB=rmt
zMwCZd9ZAF4?s}vFOV(gl+HXVw#jO3soiZg~LVi4rz5|5b?4d?MamF-FdWS2TbO(ww
zaNJu(a)v6la+bfm6x1C<nwicQCDLQ}aGPU2=-krZSUswvwo}*P>-jfJ!7QeV{soA)
z0O5eWm2w>jUnx7;bT-fV#a4)3m~;z6oH~iT>@?ZGI_(HwAeT)8`j5k6PfQa1i;l0$
zCL=BQVs&3qIYu<H9|EerIDYZk6>m(k%-nAm-N112&|;+`<FZek3l!ul*I~FG8;sKB
zv72N66TMX4@IYtabGQA~{+6mI@eGE}e!k7N9o+1-dnrb0PdS_7Tzb3ebbJ;l{0+hK
zCGrWqkM*KpTJ9<iNMzTHyj1n9xBQz*+)iquk+P^ynw|g&1`S1yPD;0I>2vQ2*iT;_
z-?6P<K%Njcky<`Jk{<c}TWAw?lDNd{J9va25}XRENa!!#`sT>L#6+W&z{QQFu3*V}
zDXoQ@K#uI(dS5$Jd2$G>;+qVY6Ld$B(X@=oxTe+p{a<Cj${ap@Ovr|kaal-UW||=0
zG(0WHlG(@4i}Q!%<rt=_afxQCGAIwPz;jIP-&iv@OU>9*Ut&L_yYZk&ugW~nG3Aug
zAQh6h3SEVjHL?kx!N8kawly^OU&;3P2IMl89yT7f`SnTF?MrU0r`={F>#;)X;lhSr
z#9Z+O`XFWkt(0w*1r#(IsaHKMeNsxrxE7=<B3|Los&BwWOaWYycGZOMOfPxoOajAN
zNMbgtLkCqhdiqs_z>KEgl>Se2>)F6ukB@%`vl%xMWxzhIg&=q9YB$}hcZuG{ml86<
zH6udAu9Poi`<yKmFJ|Xv;@MX%O-7@|o^I<_>SrB!)r}S-%cn`Ic^?Qbi0RtsdOgBq
z?#;N0EG)CESscatJ{CcR9A;3*Es41}vFQ$zE*1a_qCt&*RN>B%3!EJBy>Z>phvJ;#
zfa?41-yo~9x`oebAq+#T+0EaB`3seW7^La!SJL)3=2p{MHfl?5j;Am^w^(Q70pA9w
z0gVaIObkAwTqn(9Dku-!EQ9W4xO{rH3EV|(<x)ADDp^Sd2?va2b6?NmUY`TXW*@PF
zn({5qrUOI=1l5_Ay#W0le3Q}=vwnW$1&)1J%*Cld@#~i@SBdqrXqmKJr@Jq}Zi{5H
zSX+q{yNe#up&GP6+0iLkAFv#5#c?p2LdD<SJ}Z8(2i8FHQ=Xz0(}aRrtEIO#^L>Gr
zH|m*~{dWtly;UKlz1CY%X-RQ3G=EYw#g-6?0Inf?l$nz)6d|Y$7uc*tcW6n-_Ck7a
zh>oRG^-~2`Or$$jgn|^>f=MqeL{;$C-<dWo@1W8d8-W|8Xv(iQEBs+@h*>!~oPDeE
zClW&8D?|d~s7aWCdh)%D=~FhAIc10xniQ>MGx+bV#dvIQH3y1WP!RiVY-nun8iwf&
zjO3{o0#S;iAQ}KP-6v~u^D}e45%z}ngBvJ9DA)l1!iHPbpWwEkldbVe^AF}4yCS=j
z)45xa{}{UIe3Z);-eSsq0oaEkknxQ+ueuN4+xf^L_jicRoaeQ#0895SjBc04{Y<f~
zO!?30wVV(Lfh&@~1Ph)c49WK5@<Jmd57Pn6+UaU2xjw){Og@~;ZLai!7uuue-rcU!
zPgHdcpEv9kIlDO246$kDMa3`?0+&42DAnlg3i6*f|6QwL86EstAbP40RpVvL8_1lY
zRfs9GN^CzMT*;Y=o|+Bkr|Ozj0Xpw!Bs+w*BK8W|3lW!c{KY}wVE+_5$F$+OMn)2J
z_0`~8pC0w;Yp8wpAZ<;JX(R)0Zo`zx?&_uWh1v_9%jM~H`>ySG;2t<-tTl^_(WnC0
z+%LZCh_4<Ap`EF*eCkko91C%~>O0byTrm{enRd{5UE+11dB4=bz^AV5>@J&n&@GYs
z*B_xX;6#~K&Vg#nRqc$>8E@3U5vlz`J>AL0wno9?aw`ii0%)2j`)*{=><kIt3`zCO
z9btqKS_s!xV7$}V=7ZuaHuHV-cdV4CxOale<i1&lZX1gQZ8vAS8P78biOzZ1X$}>e
zPokDCffSqaBhI0QBONAEMqGgu5L(PN;)XPL<G#(}jxy})NIZ8-Xe?x5D>5~E{dyPl
zAmbMK9wgt&O1e4BNvhNs!nr2>Lb(iwrrd!dVxg#><2X*8OH^&w8#C0g(87f3F73X`
zl%-t30#q7EaF3c1ij9IuwRMjJL3SwW-A}r(+YgYf453S%z7sw7hQnbQu*IjJx4E`=
z{#?x&zps)Kg?#Q&+~l3OX_)W$;TQkdAO4?X*c#~?g>cR!p(n=lNI`zM)&cEPwsUyA
zVNvW6fzms7ucS^zfaz2mL*$@0EO4d-gMCPsCXnC6TEjuZ#BoV3$uk)*Y2GR(<4JLm
zaH-(*jQKO{^;{t+so~E>>ULMyGvr|j%s%7(YRB|D(|Z+WHitoGjRj`aIM2Qmxz~da
zVyXzin+-Hk;_oyUOb%7S1oc0nd832f6+72(ACfs=a+c_l{LPSIT1P;CmT-UH$@lVY
zlvRPn*})L?OS`d`UBM|d9CLOZdIyxab$<Ih44Ax~qAxq)X}4ZmP;Uh?9Rz@9ZZ`w4
z-jY4sQE2e*RGS^zI{Blezfel%d|e<TMkyH<i@%1JoXuZgDILwUewk8>A-Oq6%^T7b
zNi>ghm8%?-76j00n~5dAt1`-Ljn;RVj<0tLJL2%dMP^H*ecW9C>@G@!qE5?#C5<NA
zH)zI%zTxX*Cu_5$B2|#&FSK(e!e0w}bnaV1Qy1*E+>6Wo-wV5P-SasWX`u9SKSHcE
zOy28|&*0HdVVX)!I0fF-eb7k|JZWFdGFL>l4!nHhMf9i~lvPXOMDd$pJsqvO%LOGE
zE&szDSy(JDZnhT90*EAvfGS^DX4Q~lh1X!^M=zX@6~Ko>33{LXY&E<jI29pW6XvU~
zeQODO`RJf`eAu%|{H^mQ(WxN_%|#&VqmTNf(L#^ZevD4;?`TC{14_ZPulk|B1nUzY
zj0kW_A6O$=w}JdW&tt1P<wCfDaGx-KTI{S)j}+K3Hk2aL_i|F)gul6Nq+y&&mDjTL
z;oZG=O8&}j;Vyx9Z_w~>Qk-#0bT@}_vkjf`6FKV-Tnl{e5xbsx+D6wGztw+^u6a`1
zmBf)?ZkAn$4D`=YFZTuRa;;eHBfnW8GN*5=W4(?ne7Eu5U~{<_m|i2@>K8JZsR3zf
z?!U_x@b~zb<JFZZxO!pT#}gIsTBvlYvM7qM*1};mQe_HE)wRC(etM&<jpzx}syQ=S
z$tDi8fY>BGvi&Cs7(Ztw5Zj@1jPQtRn=5&F6PeiD@?-Xwoz~66+Dccx<*HUXr~6|6
z0qn_97YII|J^Iu9_;EiqBtovuQ0}?g%}n{2qMX!2>5}dA-FIAE1j#HCgy%|5daDlk
z;Rv>}lLS8D*M(Qhtd%?7>F?sBh~sor%HFoJ+b-kfrh(RR!*qLphv^hi$TS3_r$O0Y
z7zS~q;?2(KV9qz2ZIBvk7@n?Tnw@JX&$LUyC%jz|K<*;L%y1vtaV9ROMd1y=gW%x@
zq7i{<;%-htMEI`n1c*b`KWl|tF8vif*!8~ovx>EoPi)7a-#wBUCzc2*U>8?&fQtVG
zp$LQeP?<*XzmY|q;pgUqDIifDO5d|9_MSxD-wMi7-b$c7m#R`O3LYWANAjFn|E?j5
z%)tDtwli;6ck7PwJz7EyJaq8Z(tK)bL2&DY$=GrL?#{W5NRoBysQ+RT-&91UL<B7#
z<Dw3>@OLs7p}sREc?Kn>eOak>mKk|bi&IR2=0AJmMf*D|P%c_A0J2An?UxE=S(2zN
zimgn;>qw)~Hw9weIJVlZ;l%XGsGniu;R1q3kEYC<j$2Do-|L5DCcm*USp5MqZSf`|
zaA&zIN@QNWJ~-t)(U$AfUwhMs%xJ=KyBUjM{7VWb&r;7+pv%~l&}K+;4cV6jaFwiR
zKgTX#>3Lkv%>*m3s1>y|vCB0)O2R_x790*v%P*6==F2y-L8}(y^-Itjo(Z?u6S<H;
z88!oRn%F=Y<ZmCQmE(!>S#1rgOr7wQqS~F@?I~IzaRZPNP+L#2g1%Vc9<2Pz-m^*@
zyw_*yPzb-55woH{uUZX^_vy04mD%;<UcE~%<PV*Y%Og7&T4%)6jZeNjw>~_z)$gDz
z6ovHlG4S^Q5&o8rSv7}{?O24rH>2_oGMCKF+Ly0~t!uVYyae=$&DF?;SIePdC#%KB
z57r5e504@}?jg;H>vn31;n0N_S~8>kWSRV-jv#vTN3GVF9M0+C-}iOU_-r(ljOAY?
zoIhHb?R`N9%O|@W`vE-o&Ka(BR)q(4crP}PkkSri{?$%zkqS8HoU4K#F&Jss@7eV~
zsrGdmL4H*ca|~!<q!Oz#{KUfu;q(l1!Hc|*<!T!#xRV<d5dOikm1)%*pKMNifxB=X
zgqI)2UQ%IQ9=wmn^1>k-vGDC1BU)l7mS%0BM#jp4ho`|PcR`{PPL)qa|LMVVCVZ1p
zd({<ANp%5y*vk!5a`Cxt{R|IX_kjjKQ2L_DVOQ3`AG5CNjEAf~NwtNctOVZ>oQ(6k
zqbK8fL+WmG@@_bPjtR*~h%PH8oZ2sHVy>>NNcMupEKE^4nwt+*>{e0^8igWQjamJf
zT2KR`UWS+w;mA{k<Ws#Z5%yQuxmA<$1Af$@X9VWd{0kl_{=p}M)-@{<^A~?aRwXl$
zFoyAgmPQpB3zIj4gExI}B!w?5>2MI%HT_LVI;Fk>fD-s8Z5i_(xxoR=#QNI6`coFm
z@f_7^9+4atII+<3`qU=>&}fEdBp|`P_05OWiltEN_M35B!O=!GT|)l^=f|V^1qZp#
zwqFC^DSvNd3se2NV4d`=S_PJ)-U+qwh|ygP-dY%4G+G_DTYTmPO32q4L@UvIS$!fF
z+3(iV=w;~^`w-9C0o#Lf9;hC#B}IQd|4Yo&D+y8MHt4V4A&ie;25g7A8PE02#n)^P
zkIpE+!&Uv2k#h~3)?N2!x#%h)^*S=nP$3GChRFA^OvJkq!xbzZPrxF?B)O#Er>{*7
zVV>O@<d_iLInloHUA`HAyUOYz+C&}3D07M0l|SD3i(tMa;l#Y*YNyF^m2fvQq-3J3
zHR2qb)0Dn0wx>g~O;&_S_RlyiLlCY6dP}rC8X7!}YOr{A2li_*2xXEGVgVwKF#8DP
zSCbkWWtV#(`w60irQW=rP37C6aB&@{a}q-z);q>ecphGs8Ka*RM%RVo@q#YfBYXf;
zGMX!=FI3nLsd{MQfaT|xIiM}-$wmD*aV&uNfOq~=oNN+&M!M1HYxe?&${s?s^_W?-
z59Yp<h~%riz--QHx>NSE&3%s5a(xuB)k#|NM;*~C7m=Q@!)g*(G%$GNFOSSKIHuV)
z{*v8XQaM{w795iu53j-XMaF#Eq-0)1PvCft&z6Wd^315F_9W-!kJ#U$e=rbT7eXR3
zRBj0|CvlIWbQ5Ky!#?T@mF}t1japd}*1l1$LjFp&yW@6l&*v-rxcVXeU?XY8m;ZtI
z=&s-z2>kNv$Lm%r(=j2gcwNd|a=44Qlmqqx#|ZA#L*c&siiAg|&!U{fs8AKi%}jng
zXMW_Uj0>^PwycpMgsaCoI;T28mHUWQrSMp871|tQ)v!4TqoF;};`D4j^6%!YKIojO
z4X8<%p4NRoCrta2#MCi_+R44>!LL>+(~!#fg<JzOHT_^Vk_Sh|h!o3F9mg9Cv{WKl
z&ItG;n(8N0Y)!ooJF}grF%)*q<J3*RUfXuaUycs)y}N+sSqRr8xF!24|6ZMyUzK>e
zd%UDFM}pY=e39k*D_nFU+T()N=}VAU#V7a|wrN7LIo1wxjgWIny7k)9)7mPI1NqjT
z?`tz9IJ86LrhWFMyZkfPR^wW#70=sjzGo#gHiqE&D8qeDf|1@eCKhz@KCw&m;x01}
zY@9mKPVN~dVu~Yii#HS8R!@Ax3fPT#j?UA;>brp5auuW7M7<zS*Tks8<oD|cX??%g
zw!yvw-O!l3#tdw^va?-x!3n{i)4z3nm``#ES`9CkfVndatl&Uaw9qh4T4`pFEKX7;
zt!VK4qe$DoHQ#k2mR18@Bz;e!m+%pKZP-=3No|10_L`IQ)jMGF)Krm5w-aAV_ZKwj
zzmj4sFA;!!R+H8wvigUetd=E;|4=9XCpij`CS;@UQF3Qme5rG2=CiG4KM_JL4-YB$
zFzLoqI1$-BeJF|KLa{g_*^IH8Cu_qu;);Uk3O2KD6BsWPqGLCMBAJYSo!s*w8oXvh
zX?7+|xLrqLoLpM_lB0g!@ht6c44a=l*BU2b9IxZ7y9lUKLf10<aVQd$tkg2fGNo!+
zea~sGm^?huKXg&(EW}mv$uexf4n@xrF)GP1`^GGTDUob98INlv^CBG@-!ZDBF(4<<
z(SahipIv-yk4rdOOOh!So$SxFle!k~4{3Ju`hOOHGZ&}D7lW}y6xn1fzm5H;j7g7s
zZ|jTr@q*u;S_Va_!WY+3#2J8bnT%e0Cd^g9J(5e|l+ktp@&6QxJSEUe45FLenClhR
zS76(zonZAcb>WiaKDG)^XfSCUuCUumIGV#89on$z-AzUP1ld?su93Jv8SdL%mS|-!
zFC|(p<WXN>2UY7vMhO%CD0n_aF0dctm=>^Pi3Hc}7;Or2l|h6xCb-YN3LStaP@YPz
z(Vp;^7_Cp>T{EO3fI<Va+jH)oN-BDWNot%AqSR1GVo!EsKK_*~&9WdY47~FRH`504
z9U=f)fqz5*nOEAs(O~En)^Kpw8Z9hH8Xcnkkvz_b$gEKi`96J*d2e*chOSx_k{pae
z8u!I@Bik};RP^kd3T7kEV+<CQ3!`_ckB{wOuGQM@RI;#gBUiX>?~iS8eeHn0U7cNb
zduMbnRNp#h2tO*BX=cNhYovGc6v_$xNcmZrv(lk3)5pUyq<<)0mSQ`5$C@xR)C&ZR
z(X%|YTlgiQq=am5=)*Z3{5)(;gj32K7Zo2`Hv!Z@Y$kj3IHeb`;$QIpkItP^jzG+C
zh`eK?0j}{Y%N8OAUlI*Y3Z159^~~nY&>sqJQuOlDu32cL?txc?%!vii(;H>aXfGBi
z@*Q;zSy^V)IbAf&nf1oZu0N@ZJk%^RXr+^B)VIH!j&0JoQ*Nk|;hdH0>nGl>*P=MB
zkcN43(oNrci7hh7dY?r6w;M|cKO01o>2IK?3+r})eWuHZz?m4B@ZD=EUTb7e7uhKH
zR4Hie?sUfwjPpnEvd?(rm&&Cb1G3CP;;EVQK}C*?dBsi|i}%lwbq40L6FMV++)}I-
z*#u(woEw$8^)=<}ThmG4VqIswOON&6+Idj&yWE$HDBiyg(A@b<OijZ!`6N<<2B3PV
z%!yX^?;wziVH=JO2S}+brN!Ex+S*7maO-5ao!0IHBNQ?G{O_HN&3t`N<M4oLftU@$
zZ~Xmy=%pd(Qb`7MI4kV3HaG;&82x7~o0D?)4=J<YcDzQ8j~UA#yB28HCD;$QD5_n}
zy@~Jjg>;xK70L(Ri?>{(6+@QbPdm#~mkSOe@VPO;kzoOd5F|nSHz;_7RDw^nPTxsT
z_%A9VcFmBgD+o#MU_(tf1-&rJljiN}F(KBr-7=9tsycN@xNw8V!1my_TjCo=2T;{^
zZE%^aIiyMQ?~-GD+wMtzE2A5us;JANXk=METm_r7c_t>w7>F8aN?g=n>{G4l7UijT
z+sc2MRl?2@e+`TT)!{}vB~MKtJm?i+Uog211j@Fv*yrOc?h6U@o9bBBsE7PrJ)KxP
zfPiNoPqxnajw|3bg!R~eJQ`k^Ys1?d6O?nr>8D6AK+dI-isHbCY6sD5?zWt<U|n1E
za2pTXM!}ARZw>^e8PIIVHTIdqCBMOB7M0(ARQn3G&ETyRt$Q*c$Ngfs{MElI(JdW2
zgx#xAo!>Yl=XuREV{$x8{Ep)-ovQg*Z7m5|h|vNDBHM^WyR2F!Y2#2APaVn0n;{G#
z(j*pXE3cAaq)3QHnOqobesM<ftTA1TD2fG-B<AYt-FeIqOjDkGpkfTBLwQf7dd7lb
zoHT#9QG7nM$nNd6E;_1fk?`?D41xFN$5mp!PBp);VV#E<#<!AQL^VYBnLtR6vz2Nf
zYP@T3?vNs>*W)m^0o&p=iXLXqU#sfmX_2EOQyNxIjMT-wdgr`$YU~;F_h?%?9Yk#$
z_uTi-g4n3$x;wwD%>Q2cB>4n*yK!b`iYq$>h=G0IlXW@07Yc#|#AtcDm7do%HTTT?
z>K}R~=40MRiFrtpSFQ3K6Bi4{mlHK$(7)ousU-=jY|AM<1W40rA(y=4=#($Sr0<Y2
z^M}t2?gj8=!JmUOx5}@cfr9iSC&}n%V0&0}0PpBrjQxTM)!N?1ABAh?h4$Pi!==6j
zPuTYTVtnLSisH$ZmgRM&`#o$BQ{@JA6_~L&?7mp+uuVPV!DInJN<OZd=`P!cXiI5X
z{Eh4+yYq8q_vSLE#Wb+kR65q5Ms-fR=lE%&*e5~~xE8zLTod;E#Sl=eU8o`MOQ~nV
zn~so9;v=UF@oNZ4{26)l2jR?0R%|!odv<EGwIW)K2$4^AFg9(^GjBEb^_^E-saZ@V
za^Z^bM^jyHhVx39YM<}B4IR;EoFRgrC|3j^ssF?`pUkuPLFAe{*Ak<Ty>E>)H0ztZ
za-iN@CyOsuM~n}i#~s)66!a~~V^~p0B6%bHBfn}DmVMM&&)P+KT_Jnj$sTi-auOJI
z<L3bPn7ljAmdB~bT%}uml3RqsIN*}@Yof~W_b<$~j|F1IKRymzst@0nX<aIP1RZUg
zUq0{g6FUlAU&;Y)utSKEV@ZF`b9XBv=nK^W=l&f~8n{v*$SFyEk5rqX?c}O>N(9UI
zR@jw{cIkaC;Kx=R<qeiEeYl)_-z{dzB_XPX5qYa3->(%mD~`s&PA@G>!D4?(Ix*(C
z{|rq2WDhCfD8M&|zJkU&QN-w?v36eLz4YIoi$%BezYypRI&4rjSgtA@-AeiU+;p>l
z3676&>s$aS@5~bpF>d*$7C>${J$x-yqcE)bTC%X-OxY9NHH~2pi{lQ#&3$1)^L<~W
z8s=oo&|U9^LukVH`UCr>Wo~+{R~!RTjrwjAKQH*xWY-;MJ`rXiW{`an&<C>Fc@{)t
zliv~z5t2XP`}t7gCK>#a6NAzMF_{=T6FI{%<edKGS~H-cV<_pJ4g}9SP@o)&KQ7cd
zeXwYwUQ@m65*i&me|~KGeoE;6!k&myagNo!jfwB?jA24_UWO6gy&P2Twql(2Vg<V(
z>qQVV=eEth`Gxn5&iUB)zEAlCLlo9m-q@kO+myNoj!z<aMAP1hKEv{@<>T(CMk5aL
zHaI)t1Ykx5+6r!jbtLpbdu6s|)ovOKYH9xLMLSDnlPH!?N?c#Mc|P+kId!es{>5yR
z_bnjJJzJS{{$v=Y_eglKQV(qw^u~RxBe5{^l<)Nf$TB(<;A9TY8!Id}^?^9w5T?V;
zh11A#bpPnX{d<2)i?s%U?+^}tbH15$Hd5c|o|T-G?kd9mHc$o2TgPgjGdij}`9ry(
zv6lxbB52wR3R5M~=|u|v&R}J4nZNLvdoPeE)Kx%CT1B)CM=QtM-?F{pjvI#hPz^)1
zK+Vv_jV7%@_LsW(%BvqgCi)1;_Ib|0*URfUd-J>M?I=<VbqKRYb@BgB?MpL6H1$Rw
zXZly9;!``hDxmziL@9}pT{29?dKD$c?m2@%w^IY2mZsqlF@DGmg_9)4>=$0napv*n
zl*|UB$mCx;q1f!V)Ud%MW@2U}RkRA7i;vod1hcuHyzwsfqM~1v+@Y#KzXI{#(2WHP
z;?ton&NU>dHv4Kl#1Fl15vA&9m9}5OiexnZV;ML(5sU=lS(e^)WOKny#MF7JS+K+O
znN!K<4<hWm>O?cRT}&u+x!?)Zh#9<D6^IEN@X@oX(SU~@lp7HlmG0ei%!(A$PEF&N
z{p!i_duR?~$?&J>SFebL90Bl-GfR{MsoaA@K5#JN)IqA)tI^#u7%$z{YJ`1y9;6V*
z3WbQU(CA=8G{S|qI$`B|Ac!Ko{^r}c6i4UmFC?Mr-GYBcOVR+zRA%&ze)(%1gHsbz
zoPbheA`xXfig1(ldO>}(Wkc9ucT5)P^oJC&TxHk|d38`SvY)DhsZwshc;`vY*|%KJ
z-@rH{p4*~e>hJ*#%QEwZz!*Ko<e$Q|a`l%UDKNzm*c!MHq|f|(^=_~Gq>`rx?X=0?
zt!MK`TsFm_eV0~UQIp$3*4N-CJx$t16su)Vajw293JhjC*_q9+Lif**@|&k66y;k2
z+OnOs6h=RaBNGCb$`;S0D(syYKA&rf-H=zE1;YmM{7;^5g7EGw!EDD19(l;QqJ6KS
zTpF6NTPhwP?uq%e9}BUXybOrwSrbbZhjZYRE9sZN^$=XpQ}7?2VJ#-O=4h$EKA<y+
zKt<Ij7Q!A7DGBL8j|mYxB|?X%p+;&VfbT4sTR?GMi+P3ig1^(KL&5Gb#kxC3tSfe!
zxf)KdBL$az*1$z+EB{nYl7#D)x&)OAB`xM_^{ff=)pR3lX#kf~6v=5x3O?w33CvhM
z;rvCS*uj<<*}bTgitz69L&lP!8?7`AzaKnAh&SE`*OY6$xDP*4P4{K{Oyf6VkoG%G
zQkt=4H0tWblu8aWBpM9og%#k+1eU&^Sw`002X6nKAd=1ma-jjaF1oM1trrmTX?z1s
z8b@p|{BFoTL^ImnmYg&eA-%<w7K$e315k}_%m_3sf$t|6A^w2%_3nH@vI~9_j|`DP
z&>*N0;C%d9-w!kC)p9$k`^$CNMh;I5k9gyw`8jb`PY(9y2#|>PHs}1+qoU?5^3V=T
zRzr75st1Le2@XOrN%7*uwsT8x-ZSD#V&6r=@8$+g<Nv#uLG32gevvU|gJ4FZ-BYyA
z%`P_Q)An&h$`5naw@~U=2RN`PjS=qOb8w|mOzpxaa6;8*;%Q2DfLS?Y34wzw)rtxS
zo;aMXzaC6zVFR#miuoUhvTk^!;Kr$dFB3v7p4l;hYZp}4twtoZ3`-IcmtvvP-Lfn5
z@XxZ37=pJGHY1y8_@HNE00YXK8UaBK{y!U*93h==Zkv)AO}jJeC7T>df+Diz5hbQV
zkXc99cnif@5_K9~1Yrd5-C=rqJsx$*>u{O)Z^t~LPT0ocY9S`dMQ??7RarVQ^bC<&
z>hXSQdr11Vi>>Dp^RMS(I#Ele`RfnJb%1~xH=_574z}UoBD8#i8zDO#ow^{mAc|(=
z-x)vYl3LHSBTlJd{czzn+~mfH+3^#rG3a^7p;rI}lSuc|_lnC21%O<5;-PKQ)eu_E
z6fW~m;s3YFPQ{R%T6>6t%Wl>~siK+iT%3N;AP{%+QyGN^Vvca``OL4?x4c|9_vLZ$
zJ^^C;unr}Kc0VTF9ME6aVB9?yB-vFHZKORQT0WO_JXB+a--!7WHYUPdFpwTU+D<XB
zK*|cYX-pD>U|AXb-^yl}MO*XYuo#FB=_MbKzDc2*q6>P3(#ela>ONSxo|T>4-sNip
zK;aeBI!0K&^5Qo!lB1)CR5_=W+Uj-7ah!hp-xU?YZNCl4?rRxYz91J3uSTf>!g{h9
z-~30wjOMvUSQyh3eJX}8EZLgA;33nIh0F0;LM0rA^ntK;?wJEXLcwY6aD$DgyaCOP
z7prMR|F;QYA|MPYT8S8ZBIHezLl+tj$vy@;cpTdORtUSuL-;QnT04YL=LLwQ7_i0p
zR=r#zL&o3~h5l{lxJ_Lq+LsKc)_K*vPQ4KE1PSKA*UdaxKs${~SUsJhA9hT%FTh`7
zZYn+h?>m?Tp_#<fEpbQ|I5JkK+I?@TMh+2(53?hVI88Ixx2x=t)j=>cLWM_BZ;lhD
z+NR*hg$vLws76s2eGx<O-}52viDwdd0W{oTo(UJ0TT1oI@GGEor3t+ieD0nPzM7Rb
zkAUI0h_<O#5*^EGx^2+An7M(0B`A^~t9Mw)&T*baER4C<dan(k`~SN?JP5$NH_7;q
zvD!)NC;LEPkaAAlD0Cc)au=I<&wMgU{&S8QlGEWl(EQU0aKp5{0=@u8JYr3xrdbp1
zYgtwNE*9b`vt~M(yS@-@)E6Jn3gF_XHNSCTt5dNL1C2u#F{-Vwi*2%oN6n4c$^ZC^
zIa_|&C7S&w?mF3??ebV)Z<^<*4WX+WFI{HGx-j>4E@rDLgB0<_TDFWAzD2I2o9phw
z$70|b5_=*gsbN0{#dPwe$5g3^R%g;c=uTD1v6sP}BBQ9z!!wn>E_7`0=4$b&WmA`5
z*9Mf;El&h0%N}wfSV{SE2J*<ln}JF1{AIdAM>Ui8uRj3a<loB(69e8IKe}E87_IIO
za9TH61S|*cAUd%}u-L;Am2OYE5;0<vazgz4*6F*mA{2vnM|QQ-TF&5D=CX#I`~%l2
z;Q#TC5kDb0{AGkb)QbuMJIbL9xJwBR112n%id+&lS>S78Jf^^0iLlf|cSZu>f;i!t
zd?k<+=;RO2)%>>gfuR|iMyO-rPZN!E%n?cx`lOD~L^u7w^g;UewJ?4UXEAfid+!h-
z({@#Q!RN~<FeB4Z$i;t~laC}^D1o+hzA*mNzA*O@Gl@pt2oM)|zdbjh@-ElMP-il+
zZu2N?Dj`3^15NYzLxYB;L8qGyS4Pz+gkzOksP)NnEcxH6_K|=yd}GQu&)x?PH;sO_
zBi?gj{IaVEjdoFmGIq8KeQ)s5#FkFCeGQAf@^6IEk!IHk-Ow-V0tF7GR8|}2*Wq@n
z(&nkfanzYS%oGz#%1$I??g3e1Lc}Al50r@XmelgP%a~vaBH#jW<F?!Q%cL1nyOlR`
zgCx@D2XJXv_Ey;&8g>n!JiSjP)gywWJ+oXMaPTPLQ?*Qv*xg)4n#sCgb&gT7$F>VK
zOQNuUkCu59TsEU&N5Z)hCgW4);}kq>ppC<+s+)lmW%#TBI7kK`-CqmO<ZIxlU)E#e
z#I%NXdsRs3g<*z7>L<)phak19C@)BPYk&JJG<6(ya6$7Qp%u?mt|5aMUY<pk6K}@d
zL!MnPoEG9S-{AZoQ&$}qRo8Bb5e6isr9mYnC8R^bqERFV5fDK_TDp-&K|s1gx}{4%
zx&#F2?(Ueo5BT1D|NDNgd^2<Q+53t0ti9H$gZ-){6TS*RC{hdf=7rBVVka)XYMEoL
z<yGj~gvpp+XS2(|1_Z_Ww_3X(TO7~7bN!ghV)92rwMIW^yTUv|d7B>`c-%t2LrY~M
zd2D1M*#`EaJfXy~9sR@&+n3B$#jUE|r)nn6w?D|>VUj=lYk(JO*6sO(aO6^+0C8v}
zWYBP8^sRVnX4-)?nNM{xX0us1-mf^+N^!&Xj)nXPwnw9sd)>W-<ov%M>S8h+o7+V8
zx&|Zs2E;#kH)t?S_h`2J);S6v4UyEO(G2|U44NYiHy-`#zjT)7jJeYK?B*pKdpTp4
z+SOzu1jV#^ZW;1n=jXp<v@ZOi%<=r;2-B_Oc&w)@A!K6wuc@|#<WyRf=KG^eRXi9+
zCRj>V`u{)-J$-OtbV5fXQUNS!|04;E>Y1eOXQIR*D|F)Zz3x~Uopc>ocNx*CjB`#T
z36U=D^Jg}b3?NmXqN4_xa3p0)Il3ky^WQX9bKDg<ARJIlmF*Yv73vOp8b0V+LDyg}
zLD}1Ti+MKHnKPU4_D_cMA`&sy-hOk(Jyt&gatbtW%O|2eD{{N%ya$i`LNjLK9ff3l
zd1zK?mbcX$n0X@~NhM7YH0%&J>zr=PN4BnT6Sp}s(nix6RPBW9+&>fit@b|1^kGk~
z7|WNlJi}};sU&g221{RdkMnSI8OI>4(PaVApE2Bu<WtK6I!iAjG926Qe}25neAtUj
z|EkGq22jTtpuW11_$2!t*j7Qrs1)n60f^rR%oO^=%s9J~wVNx^v~&v;LcF`XUi7rY
z;l&G>vbS;6Ye}ey&={rZI7>5|KC-4|dRA>Q&S!GZv0!0`)+A5XE{gmVoH=veVxZ?@
zhEMN*-t9fFV_Vnx(O&WONZ!zW?Y!7Oaq%Q;PpOWNq82kfJv$-Q2W5&W#3Fm3^T@AL
zTKU}qiB=EqMCBH80WP3vq1n5_1S3yu($h(}KYnEK@Ofa6i(pYoVXI}Ez~gV5nU3?l
zz=}zlKmS1F;ljS^Q&k;ri8F$RhaP{PdXwGjwrFRl<4!Q18nh7)&X4>G2_VEi!EY06
zu1G1ubfjuSRlWnG@_;ZTp)6gX<(-gzwX^8FbSlbFVb}t*$?jeF{(n`OsJXbASt)V2
z+a<xe93M9@C!S9Gd4%En$}jW}zP~TCU;+wm<!zTAeVb<-SprW_dI)9-4+G)Jwa+A&
zrhM!M)QXs8qzS)u5TP|oHvoN1)X)bDu`FB9j!w!4DRwSxForgX(d)gVnwY*ju(s`q
zL?E$0ZDg?m?K@q!iv#+Af)@_VQ)HCR5o-glN<w_t>Qr=Nb`_@D8t>YE2zOqEvyz}q
zd_vJTQAJNU!c5Cnsd-21<2X6fZF<w<V26#x1xrNW`QXJlH<fh&e}1^igz^hkn2;Ar
z4@yvfAb*|HR2cOr=hKU5$_2rKoZci_OHmEhL9&f6ZHsfLBYDroFZSb6W$dX1VId&8
zUTJv(`*fS>)qL!mV8j^Uj$@bJw?FD(!!`dT{CqkqMiNajGl)Q*z--i+t3|>W6))RD
z2FWd-M!A%RbkXxl;n_bEr`4x6r1LfA_qLl-R3%$9`M&<;^ea+PtVzhzDY7r&<4M)D
zZbX%30`^*6C;?}3Epj~j-RKm&Pq9*8Y#}jWspDsj3im?ZiszPN>9nmQpd$<pGSGZm
ziZMiD9b^(1I1XXXiEnT$M9Mf1oxJOii+B6XKbL$G^F4%JB;ru3ML?9ZV7-H_ZaRH7
zIV4L3obFvXVqS6K<I9dE)nmcfL@jV`46$9@#4c`$2uwKt4JdKn`ttRHDG`@ON8s*x
z?eUNL8|m?~D3>7|pNc9&f30O?uZM>$47&8p)OXUFjIC3)(1orC#m$&hZ8@gZrDL4i
zB+i{LIgw&{m`k}ItVJ7Qx_KsE=L%o2gzqqr(kS}fm_p|B+Y#qBv__w&b~|XuS_uZe
zVHretdVIn+8bE#Sn$%3^yC?6$b{dMxRnNW6+QFEJo7@MscsFBW@$es|H<D>!6zC@M
z%auH=YRU1pn8TvLq@GwPa-P>Zjk$X%d4Dh1)Okv^S2{~BjOie6T^vm)_U7dYa^5MP
z+AoFpua2@#`rku?H26aH_NM2@Z*7jZiOJ~mMZgMa%D7+NUx;FvdUm9fyzKm-SA5Xf
zf%)PMwP*dqUiP`v?M{Y-mGcJ+MSt-xqn2V<+{ATTdE?zaj<Mp~UdHTprMPTc>8kt`
zfB2$>t#fzRndc&LQ`oI*?<q1-F?L5`sl>2`cOgBZmZEV<39UhH#wj5~gf}s9w~N7b
zwe6>LY;wUIh*vg@X#1(#TC^p@k5$oqC>aJsHe-;A;&}LPeWoK>3KWi1#Wre$7dq$D
zk$Y!UeoPfr%J-(0k6gr`@12|<;ZAOxrL7=SE+R&}bV`sR7OXeJM%L^1kZNLCC80PC
zWoajQ%!wjze2ii{NnLeW#px*1z~`)3jp>BvhWBP_=Y>_&Gf3Nt;lGLynF<rl;g6C&
zry8r3hwlrcU0s?566DQkkH0iwv*q?}{Z_vK)j*aXc)<sj1FslmQ1rtaZ=xsL5X>QU
zb{=V_$IWW!w%bTXJP>Vl^B%3a6)ZybS5C9QwJyOU0)Lyl??fycA5RCtc@`ShJ^ajL
zy^XL(CyD7fa!>oJhe8k#O2mBL?O|}$j0#<JH0%%<bXiJvGz?=4!`KlmRWT+GWSM$1
z<!I6Yu5dk2@5m4-rQm!X`I=?RMz_QIs!~Ix=i-Mqw9OQ)XjClM@98V9?XHUyC?Eyq
zmbMRS!u>^*mk1?ZG)%uT6zT4~wc_UBbUJmU)6?EbEORpdqh_X9R(;iXuqQQ@3GUG-
zffCQGV416b1a8MVbFt=WVgn!n$0L=*;RnSdp-EDhw%{Ec6#)XT3>&&RbQ0QJwRCMQ
z`)01?*2a{Jee$M)n+-B&K<`!$VktFM)L(2A0@)zk9i?ZrB!d@2bKxHD`0#<DBc1SN
zmLtM{4f-gfgxflAa%<fK<jxB}3n5y=sgtZsL+8>Uw-2tD8Xb&*4$K-3t|Z8Lk)`hm
z88ri-*M#K21%ZbLkPwL@7=C3O--_eOL-TD>82L!Qwf5h_(7_~7#O4$})q48x?L@SF
zX*-0JN!Nkc)eLm$9NZpzKMF`isWa`4KN6RaGh5rHOM5bBCnA^9d1=|~4P~~Md**_i
z&j($^zb+QxC-z#%oS4vjkYW{(e=&U@6g>z=_tXh+-{cUw#E-*IkW&k4c4>mJMsqmT
zDK9gePOzHkRl(3nD(%HvK_K<o3`v!PR28MmQr^LG-H^NZqI9qw&2E<D_<&z`5#CGV
zI3GR(h?Y1{*^3_4t1BN6Lf96B=n$g{$Z{JgtYnH`n2Z7$YJ-+Y$Y=-h_g>N80KuFN
zAW(sD_8;?~t<L*r4TS)%<{>64q5Agpcp>NAg%65sE4AGyJ-FrckUQ;(+i!)k|NU%g
zcpQL}^@0Ape&GFb|KytLR5ezg>sAKtQ6xS6lS~f>0x-zMU7e4oF~!M8v_2P^uTT0V
zu!C<!(iIM=JT>vvLDnezegrSQ0g93_v{Z8jm@K9Tr}NBBAknG|2iLDxmPM2l|NB-h
z1e~Be$o5Wx!|bPJW?sbam$v`gK1ogk?<0KB3%#xc;(N`ZZs&7Xxy$_3>T7w)1G%de
z@q!o5<Idq-ouvlCu*RNnB~}=y?O$uTtsBtZbU^+?Pp+zOx(1wTa4DF}9BMR-X;P}e
z<_0SUprzL^;Al`*2qY@}Amz8*qSo8`yYs)Se09jkUddd6t@~7H%O}uHYv4PfjsX8Z
zAt)%sH@~naMWdEPfV;MkV6G|<vc?qp;5Knxia;L@hqSG*po}{TL_wOs=QGQL|9sse
z;-EnaDH;GHY6g}JWIdusf5~SIL5oirefmA+s%hw#Lh+h_9D*!A6I>k_2?-40GIaVr
z19*~z_Ulh~A9UuoO~wYWL0<;&9lr+P9Z73U1i2LH1G%Nzm#C2%&|-l{mADCqEY4;c
z(D8Ag#zMRI0Q@ojxLL{boA!O#|F#)68u>b1cd_XWzIZm+DJ6K5r)L*Ab}s%64+ftR
z+5NR@Ti#&Cj}vol%=vu%95y6qxxaaVewr^-j-3N#i1nP}Y_99iql1n4G(fV<FLZ2w
zTmI8h;L`>ekAAoesmaKOErg?iAI~h&fNKZ!%Z<v0;7Pgs;q3?ke+wPkO-EQcaGKZ#
z(qVo8D5_jqOToT=An@*tU`F6hljX@mlpmyXw+@7rCbZQepa1vBo$wk!m!Aof#>3ij
z*>Y+|yU9)fjDU#kCLNc)Zl&J5eiuo$Fj8&HMt6fc9J@S&Og3+cdInHQ*4MrI{k?z?
zLB|K=X?%XJuT|uB{DVy@=nA`dI$QXhdq5Yo4eqEHXa%Hy`0r<t6QV&f@EQied{-e#
z0kT8|)83y-(Tr8u8~|B{w&WPRi>nz&A2^)A!5t6n4O5#Gu%H*gU}s%ixT;r+$zE+N
z=r;Dg`}*9woOk~%X%(6WFk|q893py(tAWr_b;>hV@9Vb#_n4vE2I3WLR8}p7{Tc!Q
zJ@N%xn{!vd$nm;hkwVxIMgtxcP}8a5s>1(02o_;k6ZWQXZR};LCzi)M7`ScPyq#}f
z`?O>|M}I*1`UMf7y_cQ_IxP5<?@N`ndpCjXg4X!vcgpJ(0bt5~*k(QQvT#__)CXWY
z{8aXTt$@U+IZzz^G5=OnxA*$odr+YXDzqb_&}H0w8c-PNye3fUoz($=*>DDenmrD<
z3*zbk?6;h%d03%<dbLzE5{NOAOk6T;OG#)@)(ix(NurbKt_CqsYy>+SaD8T?4MMQK
z=ap+ln`Fc^fzw0;i4LJy5MBSohEe(?3OfV8S`f3U2vHv!O&q^ayGO4?<N;)EIUwPd
z8L%X|jy?+40~YAe$a*$_kD%tLKi{<kw-9~79e$@f6$54ey$RVHSCY|Sa4hWGD6*QB
z+5`m2sJ?<or|eix!vJk;0<_;?E58g54Z-%1lm-o}q|;oEg&sZEl=Gg?{qj*MeeSc>
zyd0kEkL=rk=T^=J%s|TEQ>VifP57?cUgn(n9Zc7sg&u&y+XxgWmJ0!Mu{Fj9vKNO!
z%Y*Oc660Pu_rWo@XK-)a1Oa=!rzu+vd}@#o8qa93(EP_Fg14M#06wxl-mq|^bOprd
zvZL0j*nf)*bps8MIYr@!u9FXxDgJ`=n7*{~FI<5<ATbSud;(2>bEk%EK=4E-(BIY|
zmgyzFeoNReqZq@lkT$-0T(UIyW}I8#n{fxmU+A3O@;CygWM*Q^wZiDn!NRzD`oE(W
zO9)v^r101@d1K80ne~mulpM3`wcw(=KE2SU1G?ECwXI1qZyEgt=Abs{p6)qUDRlWh
z%n0NziK+Wno539_#xbRm@ChK#tR_fjUl)J|Vp+jCS5XG+rz8P_XdqzU3|5E={_rrS
z*ZJN#kjC5$_WU04?;S+J32Y66`G(<bv~JFS&8t@K<*AQES!hN=<FiD92E-B2z28@j
zR3n472=twdD2h?o9_EtM)`@4@`>l;{nf}|G;1BRUPL>kI&zI%IvB6wa`gm-lj{hV6
z@R#cqkbs|)p%T|_C-IGF^A?icn&CPcHNekP&m_ItKFg>uqiB5$iuI4vqS^jZh*GG)
zC=DC7_LjgTgt+@n;4q{YMpL(FR9puZ@FIOtN+^IVSm~9|2(WIeS%0u_T_J#*Ey8F(
zOT}2@ecA7(PfQ8q0#x!}fd)yrxSYVh_t--R&PjZux;+V6Ez}^^o-V4H(}zjB7hbv9
zBO31gzlS69;B?&y)Q65PBwW!fjW7D33V#F&Dqyh@(*zC|2P4e@=p~yxn>_NpL8?Iq
ziDN^NTK}6#28AHInm!a@Bsf7V(BZ5Xjnsjc(n1A9X!a&EtQF<~^sxlk!2$ecC~$9i
zE&2K#(ZQr3nFB`71TK9k2cXdk`}AM12%+0v(?bg7mJU3b0ltW#yfwhgWUTObHqd_l
zRaN%&pV^S2KGd`!)dSPV{o7!d9*j|{I{HZ5K<g?#o56P@*LB|c8Bk(#MZ~?@Im<9K
zhqmH`2?!0>(BtncRuGXr`nO=HGAPDjoNgzb`am564o!`sMI1jMaF`9Z-1*_^S|Hfh
zNlXLr!hvt8E<5+svFQ6~K)f}@52*?ySOz!lC+x<vs6>EES#^rY{{?bMV87r)h8Ly%
z;qfux-_QWIt>D|=FI}#yq$Fv$HYgpeNCiZEcP4vX4@(M{Qv&UlO{(&)A2Em&r1A_v
z?CSp*mjDJp5>e0!N7d7jD8fsx<68OT$F*(fOh$Iv<o{bg5Kd)b!+LHPfOE*?4P3bH
zoX?WgznzP>WrN-m2=otN2_Oi&8!SRnN5ep`^2#2l7iiLWVR)@xl_JYpuuC8r(}@_V
zuy{#Agq8<=^;+}_Hhtf3_&QKKngN7<T&Vnc8Kvs;U%c(>g|7nzqZuH|WTut_f?Vo_
zw)*dX$y~_0L556+_^XcHpDQbdo~&vxvS|W(NF&LaE9L(}1}U8R&Z0(AzA-kKkAq;l
z=_0@yLqJZ7W|~*_!lBn`lBfq5uIuX*{J+}pkPd~DM!;PAN|zh5%1ww}<@gs0j^H9-
zn?a!C46sMAiH3F?sPdZR#CF5$3MyEcuU6y{jQEx{!Bo{MJFEi~qWM&m)P!iFfhada
z=Ymhb*zm}VTFvr$^+1sp(!gHQbqn$?*oLIeK&VX~`JTG_uY~s_Y%gXP(&Yda_fQ!+
z0}A0#B*@}Dc;c@r0Ll%O4n<PaAkX0Nf&xMVWL5zFCv}3jkl(56AHWD3^FX1m%mB_@
zmY~Who3pF(``=f~^$ZrRf7DES$)yd9RA$n?DBNDuv5C3<chCd_pD-ndsk2EkJ5a6^
z&V>m3g2B5FF8^rK)c3s8t2~N9gUVplCA5}{9_obxj`*}VNN<^60m4dvD#C@8m{J(+
za{NL4?)Bp?KZF6VkwHr!66OakpELb+m<twt=}PjiC>8Q+0Hkd~NOZRl6#9N3_1r%P
z0w}mp<VAcf|9AdQX+409)ZH#1zI>sl{96eufhLqxZ{CZ)1N(@N+VuLCED*aiU#V^S
z-tu37IK}Y*YI)-Ma;2a)@B{vA`>!_CsQ>L@JT$1T(g3D+&A^z0l3MsmrL2SXJI>OJ
zD%tDu@gp&+(daM4NGhk|Pf+KB(z_bZJx2?~c?krlP(r=LyNlO+E0THstNY-PHW?nU
zeYP0=(0RWZlGu>^R|B92G(gUd(t7#ed!f=73&I<YS6|lOhK?wz%%k5|(Hn;Yt*cN~
zzN^s%ne&679Xd8NgcoFJF5W05>!6VOybZphRr3O5EWDRGw(9%a^`Im<%gV?J`1g`M
zHsuh&uLK`bHAciU3^TK)fSO9TwT1x^aaBYt6Tw`82AeNfFb-{-ewqI8IiM+t2Wo4F
z#36;>|4J@a7!5G-fXuer2-;l}q+Sc%f~H$29wt1DlJp>&xG`Ln<k0x*qbblw*q<pK
zRJaLM@VV@!%Y|7#{x5ct>%d%hza)AC-@ukKBl}T(zt-j$eQwwD<L!e2H&HODBn@`n
zxL!qxEye~xGsvY6^ou5t6wFnY0->gEvLO21RRkhHD<gztQ=3{o5zU<d3pnd}^hc8t
z_7%W)$rt2&F80C(G%GD2FVzeNb(&|BLdw@6czNY4<#rBKDXY@E-@gPRZqGHqw>N?D
zHBIyPbC5RP#rbh7Uflq_T8AJpH1Y*JvEymMPV@B07uZk~sRWs%8FEGvtlq>FKlZ?}
zOGRq#KY})vgd71FKXejP0nI{v5G1j>vc`e1vG6YYe?4Ipr3bFS-$MODCy*8?O|>8=
zPW&%Sig>`&=)D7I%g}^sfl6d$HCyTcIBtD}P+bns1!;?17?uF)7E6G4{QP4Bth}(g
za=rR9TZNu5c}<MgGKzwc87lN68ub0BNg+kKx6#e+NAX+EnW!BkFSQ9Zrrv^H<L$i3
zRrgE>&W#7u7!*E3y|{op{qVrq&r=<8Dp0<AwG~ToQH{EjGdtIo9o(0!&JAeKqMPnk
z;Mz_AxQrA{vl;B<s3&YNRze3LvD5?t0#U61_poHo_TbG|UD_Dc#DxD)36L^$VA~0z
zfY#dtHIc@;X^L)p-2&+PyjRz%z+=Y3Yaov*pcHr$D&TV)zy%L#$i;_Z?c<(p&d^oV
zE2rlIxz(F*SR-}Ub$Mr+o&h{A1`((gF!pM{54!}Q1SQIJfnxYjFt{%F8#9(+A)B<^
z)$|Qo7@^RsMifeI4P6dR>FM5tplR)ST5?UtB0v-MY=F2}U%}n+<sd6Cwrw-SegRww
zX;^9l{^2$8vhIcLAnZ!d7+4k>-xrozgz^aaGw_xuyN>cTkGRor@VLj4*V!0Dej#4^
zhV1?aY1oi@Kt4UWpcI*bTBn(34mb|LYg5Mo99Cg1f@>NSXqSB(fZ8C5*vT(NUwpUY
zX5~MpVBX^cvR?WJ?cs92HQ9fei5KoXjZO=HG{np>Trlp2ya>c&Q3Tr@RT9K0RLB0D
zMFf2VLpjJC3Wn)=pi=0V6S~S)R~x&O)`Pc4kkJgRxK&t>drgpr+u^`d&ilf-&d?qL
z9pNpQWif(!04SL8gQlN)2C|VP)3H(3c$@4~mFCUrdmV3Vh|szcVgY(|Gq4mS&>O=Q
zq+s82RYL81<(4krmNiTaP_KPI5iyYt-@2P*G)f|s`t15U2+*iy5P&cZhs4UX+x%}V
ze3#ef{@&Nm4gGt=D5E84j9d6xK$CL>nSS}4ZPklAFH6(jKJ(0m{ac4Jco*1I++(t0
zJfxi?g?7~0An<rJ%1DSdOxHR6c19r(oOVZVimKaB&yE(=O#&T>1iBK*zanal0D*D|
zZp}Od23BrwnQiyHY_V|*>OgEnqaS|s?<;iRHGl=94=k_YP#=P*O$N?f!cc?TPmx;v
zBxm4X=n`OP5VCVzss(L~C}ey*p`ji582lJzXiljN(+a(XX5i5P2q855z;u<~6QpUd
zZvrcljsF9qj`7g~*^A}1tq%bM=_UYvkOX2I<obWBLCm=*fF>Q#t3iV;M?sQ*e&7$p
z2^Nn*aKwYKGO~zgGXKK2uB3aq*?{dj*Ce-=69^d_k*ry9;Bjo=;J66Ea?RObRX0#Y
z#FR0LGo)5)_dw@s^OR5>@A?}E(9i=LK)7zAMIN_FWIZz)YpjTmHnayqoTqx}*Q>(i
z3-5c$%Q&l=c&Zjh4<#fqNJ%ot<%pd0Y3Ow;;z9EW0rgQJMDK-thGeg$FV{lB#_{?D
z`U<a;N%b{UX#|+<-K;-f;DpebKCZD^@T};*o;m+8EvY17!f1e5Hba0iIhu8L`qy{f
z#YWw)nsR~dpTWc{%g85C<l{ntU-j@nGA*!V848txshi+exkiI_2Q%p~2SQh%6+lC!
zS{(sZ>+(K#GY+pe(E8(N2U1<}4iTH+luLxtgPa>$%SG}Mjzi|*L#oNF4d6jse41gM
zYX}a!0RprMuLjWPQbSl0G+1kBm@sbD10~gjs(j?5tDhqQze2fuNM67pXSirVtJjr~
zbS(&!yb|!NoPT?Z1r}Wv>_wBz4bu3Qf~f2fRLr$O#ax?iG{E&_JyG<z3jidLg)(&8
zj!{x&<iEYLjDtqL3LKA<Ad5+NRD2bUt{z0*HLlq~5Y1!wWEA*7HiHz^cvV|LoM(vQ
zjw=^XycTgqK?Mtv#DSJ;fcd`o*FAk8Soqy3rUz8xNxg*8t?VbS5=WGOgSn^dG-&ON
z5sWxbUY&x@*IS5kWR7nS0+}+_mynrlqi!H^-PSs-f17A)?mSm=c##sZ_D2a@DsD?h
z^4qDH>8eDU;hAe(nZ2Mfz;WJJS>;=FF}y8Tbaa_J&$);(`o_`)s`4`aSzl|h*sUei
z0(+R0_`e1E0&gJdJbrlMnv17*WF43Ia>qveMN57B$WrJ-WNV`@*Dz?w?B~BHBr3)m
zf5|wj$x5ja5}D}DZXUd#T3Sf!cBtO_pg6O(;(Cd+bZ|;YJac;kyTXj=LQyUbAR$*v
zAR&ms5E1urHM{?9l(-`DIyfMh(b_ZG+u8?hRZg{f7`wNYkk$!nMFSCg1IQDXs1nii
zpgO&XD(B$!^|Lf}q-3)E@V$a{@{@dnS&{j-QPqP6CJCKmuIBN`Y;9e8+E;%Utfn}h
zs6M3rF?L{Wct)jYYm@KA*lT$1yh`rzNgj?vfF`FXE)l7&eg;F0{=-&Kb4v+PRMZPO
z47cXJo!WzN>S;<@!KvO%^CVM};)oOC4Po@B6tPQ<D9Q{c+?ONDb`J-i$Jmy*L{9=?
z9$Nmfx2YLYs7s4Jp*)RV=W1Dxj{-w}xO*$98&COgtME_8Zdv0`G07x-AFIK$ohrIX
zSklGwG;7Skk1El2_!YV-W`;?>*isjuU0E3<9$hn^ac-mS&-9GMS1g@W?S0rCyom4<
znA;G^B=Jln-PwD<xiEL)(v!M%bk16rKqHMI@A&Y*1q6<!TTj`!@6gh8JN5`4_hO`*
zxK26Jnfwtu+Me5fd#GBcTdwDqn7JglwK%bTIe=VoB~e@=Un-YEc&eZzY}8Z-)mz6M
zEywO1G1Ms}?AfYpt{hjWhyjq=yJ4BJVHXuJBeWcV%W^Ytj3j_Ah>j`-xjw$G%Np7V
zBr<Y7$Al+7Oz7yZQxqF1`N12DEa)&*?>W59a8#B1EZ}?{Iq0%0SYalu`!tlEwxWu@
zB%Md_%tW_ptF7I@Yv92|FYVKXEr4d;ah@egBxm?y?fNmKb0(pRYI424^KY8=mrKsE
zCF(_iF?7fFu@i%H`-gFJhG!zCf-S;wx=Ry_6)Db98-Z^=zS%DZ|KqWVHQ-td!{7Q&
zXw-Y4I*P>~0zj4^!R_*7`EJjti9_JabSmow>HyX$zgL2Dte*J3ajZ%;bNAQcRti^+
z_oyrEFVj}UmNJlk?CDdoL^{?KVA_S-6eJw}{7-fKyEEbWCNvun-H{y${Hn|YcqS#;
z#l1&RBgxf9W$m34VPM_O_wsLL)K#6{#{yd(ncgtl-ZyfNpX=$IU|vG5IDLof-lSDL
zsYdqhSs)XaHpJTJbXjOQXV-ehCkS4s^HZ<k!NPELl*4v+ZN$}i99<LKggH4oz#q&f
zqp&bW@EJN&CrkzvSpPi{VhLb|PThvgG(esFXE=be?*JEQ0W1d|Gx-3Dc-ayCH5QqK
zf;x{k68J+~Tj2iZr`lUecVm@s=D(=Dkj-BdXDKf2>`tg!Uq_1GP2B7MRJ6roqrTeq
zmwCxI56uCC;pT)|eW!h?-2A@U3pvFgk)Fk~lc7+?sLT&FNY2i=amyI7=MU>CxG$|m
zKPa!B{&3d3vz7TlY(w`B>>Yz;DUKaq`0f2c1ReSK_U7RRNaXRXy(ISLaeGL^cm|xR
z_G1a%x;?hDE$S?`oq1gD<-D@$wcd((snVOHwl{Wp3>|(S$-v9h`j^h;>o?w8eE)k#
z$;MtwWyQNeo)ED;D^knub0o}pG!$>K+#3LQjl)w=5z}k!9CSXe+OtzM6l9aqbe!-+
zaVAgLbfy-Y!nWw$vnRG!pL$7X!BjwDu_QP-4OP9DUMK;QO?osyJaPtrxlRxk*6b&?
zPv3aO^nDwEQZr>ZmqSdGxU_d!A24Om@`3s#D^uo~>tEHV*o*qi`D$rONAoaK&ByVe
zbH_oYI#)rbIpe4wc^<yg`Nn1QrL5tpMQgVsrs&8xN&0|e6#d_qCjch<y#|D6gu)=5
z>fjB?wtmHzp5vld%=1x#Qo;fW`bm%XoCyt5^=CW|nxoo*9=tRJMfb^Oq};ccg-b}@
zBsxy@zSP2YqNZ~&I3ZdDf>BM~q21!h^F{#}F0?;VLs6zm_YT3pk5+YOC!#<&vCV*6
z(V;V=^_)R0Vb}KXAroKUugb4->PR1nH8@>CwN!yTVf50*xuT=+$b9XZ^5ssq5RzkV
zYhG9{(W34orNViQua873shaQ@6nYfRdI~`E1~Q%12Y2INXl-r2%oxD(C}(u{oLqRV
zQXUcYVuLI=k%bPUtR^?E<JXF74kcq^H|_`WKNv2Hug3K%&6#0BK`6=Mss=QtKh$0>
z71w626xGxyBGn#==^Eo~&K(xJgfNa&uX9p66Q=0IFnQ^`tourOQ^wEzGeieYcy|WI
z#{7>w+8k|YSo9YZ#ivsmtL@QD0xanvgjt+Gf?OWgVf`%W#zH;*8<lkNvy(qAa1`bf
zrR^WZp*D>-$jr=c-Y-@9tB3HoK}=gC{w?%fKPpUVm~6*(_b-=R$I;_&iNVcu;tNY0
zX_<~JibpOODA2a~NQ)}sPjO7Pb11^8=qPe_Vk;YVvgb@qldx+ywIsqq?o@xVZ;cBn
zZ?|nniJ$g|0#u&pssW!o>9Iewj#L+*=OTb79ozj7Ol&%e8v$XQ{iYImw>Afds^^zP
zfsP$oSC+OikGJMIX#~rHXhB<hvLeV(XT3$G>9*Y}H|!u)*BqpxEi9V`-*M8=EuS#>
z-+1D_2*Jz@WM>TQuHWc)a1-0ZX|pl!V_VZc$i&_&c7ffxO4<lPIAVDZRr%ec_O0p}
zdd>%2<SF${{uSFzH`^>9$*?5&GSK(o!|61lz*<~rHLh{oB}TDz6mBZ3SyI`*x~8E6
z``Z__G$(_EgkWX;P>oK7le26LXy`Hi1RM)F(`HJBL(?ov?-TIvG?2M8gsl3iDm=Vv
z25QyR0|!yiLVJ)BA}}cNmfKs^SqzlRo#)|kecGtOX6pefIT1zKIOg~3nB&3i8i|(-
z?#>}zQmbi7i#5|1%qFgfT=X`zoHDdCA6%6?953o<=9p{E0F4i8Ih)37;P#f7lx1N%
zALSVUl=W`2&_)uiJ@4DzL)Uvbna(mP2E9jb2>}L)sU-|7VwV-ycP(_{@!Z~xcncj2
zf$X<b5C2T=gxEje$It-z<tsd?&n{upq+{fdoc{8o^OJ~z)S*L)EEYXuJ>DrQKB$-n
zEgbnVd5NI-5iw1uwf?HJ|L2BJuN;EjPp`39*w<}}=(;2_X4u?;bH#1~6Wn(;HloMV
zUd_NSJewJx5mgOvLka2JRW*e+t#u`_x3+^{F|Z^*ki94SIF2<yCwx7-7n^>}`yU*n
zDeW$HyP3Kw*jaO4B>eVq*j7xVp8~olX7*Mlp7XltqV9rIcw_#p1VXAul@9AgZB5Xv
zib~PT<2ml1@@-#l&k@{lR$4`WL0ePB5Q@RUb^zD)=YWdlOajC(7n&#ADfv*kFTTAU
zqWm+FZ0%1{Ep}f%hEl@uN~^iqa?o3}p(Z4LSA&-Zpgb`dqpO*46cR~rITpgG8Y1^A
zM)}EmF1oOhofN>ub~WX|!A8SbjxYE!keN|4K}|mR>K3!%%u>%3_)ksaeCTdUn!VdV
zTKVG0ufTbMZRTbDsrnUY1zKh@68Yxp*nH?nQ=nz<-Jau{T3&MzIRcYx0rTc(rY{#4
zBdcGieZxmVkwAI;NKy@?8MW}_+lAK%O&=dT>C01G$4#4=9;dW@WZW0u3FBhID#8l4
zB!Qi7>SK&i7Cpd!Ew_Y@3KTG#Aq9&H$Ycbv+ft5Mdh#Z>6HYD$y37@H1(n+~C;|;L
zO$BRL9Sk8VhBNc=UkXoR^Z-gVa;hpNcTD__+Phyh7$6Qw@YS7<_0$F8WLclj<Oz7<
z_LB<O7Mag~+@e_U-1~6s)G@A8Ih0FK#&oqI*Wg^OO|b$CP-#HO6QA7{6cACtSvI5+
zUf(>fj1~xRnmA(sFZXQ&M2aaFIN;38e^JB(6qZATXR_u^4}SWFXl&|e;ewOszzElG
z+^?$cQGLuGa_o*QPGdItV`({9mHGaoWK}TK#w7(3y89tYpT-~ljcJY-mLE))wCwT<
zt=#-cz4tgAIm77EAq@sB!(UC9@x_i24&XXn(-trwsk{JfzJG@ZnXD38W`|xx;{z&w
zVn>xRKIvBwUzz|dUedkr8xGAxjOPQsmP+dztwN{k=~22u0I}z>asne$YG?pKUi_Um
zeNd+j8x_{fFsY!m!>6x|Mz&+;AmT}%obwOV;yQ&-=X&kr`&XpO+bv-m86X<0>%bBk
zGnRhKLK3+9xotU3-Sn>YR#XIbFc1<m`{&{)M?Dpfej7kBxK>Y&iilj;J`{7llF+b^
z$jaUwip)tf!?qtzj!GN9>H<&6QP;V)Da(gEdgC8)t^QEGe8$^N9PGFW{L6&54+?8I
zz2Yl&fK>?}0gnL?;^B@5b17(k@j9Bcr!ki1CpEe#ag~{ad2w>(zbU!I7QK6v7;n0Z
zbsNrQGZ|eI>D43xFf8!dato#YzR)ze+a0p$G4lNQ#?sohgM+ZI(9zg8(4bQ~Pn-xh
zQP;#9T!korQ{0DfjdC^E*M+2}@7V=8Q?(J1Wj=8bcBa0pn+;%VMKUML)P8D!Cgyek
z;b}jzAAesV*leEvV{x^+BWp-1$?IwW-0#sJKTw;PHudHZ{gL=%|0gyGW{E#4nKlm#
zY`1T$3|}{jN&zS#jAG;C)W?<_R+vOmywcm;4kT67BL`u#5xs&*oz#VxgNU}yYN!bZ
z^6S-=&@4|Gp^xHcOIq+0!`!S!o}btOJL<)0?ef*|GO2)o?hYA^2)X?z*Z%S18V7;i
zndp|Iq6WCvJ_}?*zsqnA)}f`yu{NJc{hF?!u7kvO_#^ND*Gti>AhSjXPe63nQ~e6;
zlAt7@6T%KyiKv+Ck|ckFfebnz$Gj!g?|25tXt&?&o1h<4*WB100|RzS$cCX1*cL#J
z#w;OI!pHIxn(%!XT9-spZ?j`}8@FKk;F5l+7o2(>ZzXNB(l<HZ&-mVc%b7C$KUC`i
zJ{|X5EpNyXU$^}b8W>>S!XivqDyOA7ww!F{z9Fqgri7$ihx*AYS_7bViT(xl)H48b
z^;cy@rJeC^B=_Qp$giQ&jmELo>3g6KyE^4$4DR}H&IAZIHYfKT-Cp#7r&a>w)~{?>
zlg%8W*q{fl1dIhX3@VCKI|_j}9g>XKh{MTJlQF$!*5&P8QS!p~zrlb6A)0qzi$A7C
z+n;7fVXu!E8xD*4fPIBqhv!Cr8t~SPu)$*$;&e=%FA5k4rUAfVZ3e*5qobrx6v@yG
zyc?hv`7D2kg?f%E1bg3L?o#-Bbj(jP!E{Dm(>NYk&S#+@F+c+|WjS{&?Jf?vO+UHQ
z*3T>iri;nqQp5I3qBc(q2s~1eICjkIV9uXm*^DayYkHm3((L5_(~RP6-jBs^$}t_!
z;2Fmd(0c_S0nYt!Q#DwER4;f4JpiRFQmx_WZ))ryWO*CdYKWT)2Ks|MXUl622v?Pj
z<2yJCky+bz$3mXJ%}Tn5$GUCHuRjXzfd;ee(`Wy*$K)IzQFL#Or_p}$sP0InuI_Nm
z)b!pHRM+?p2G$;M2aE{vFM1nvMXdz4OIaD;WulC@RO6x6p&DV%RW2&5Fw@2;%gNhE
z1h%(qM)YXF?xy{>(C!4$w>`j>dX64hW7#U<tw!S*m~RmtBTcb5-ig_>!&R<>x<)*G
zAJicT{|3kJTcsk+%rm7hXjtVTNvwMIFQfr7!%Yuhz03+;Nc|_ukUI`Fw>|_)?%j(u
zyCt@tj4vZYn;Z?;@`%PWh?@uvj{RA9$+5KD=WuIWz(_IJ^Hws)|9u!bYHPH^Y}2?E
zjec`7Obkztfr_z)+VDpfFZ>+TUU=YEsj*tdIv6a?0DUiiQ(XH+ldA6o%Xlzy@oBEB
zG4M9-Ux0E!1Vev?cY?V;RE6lB`<-Tn{vSudHxxyIORzbu$BBH;zf1DX{q^U9TknCl
zfbyXQ@7Bh1uL)=d33>MT0!9n_`MR<AO@Mofzm8MJcnq<fAYC>Fhi13?RVx2xEa2W8
zoehz1HLyb$6N)DIc$4#@n}3}BSu_{DuT>M9ozf?n&6zc51g9pSME+9((?Sm3bRyf@
zE%}~0r{XGu2@@UzsvMQ$FyJ?kIiBf(VstyizJ?L_$BUT(D9(y*Y9VmUo~iJMiaxnv
zd=(fUKIpjN-PnTq<PPkV!~>W`F@WI&$qYb;LJTnD{%D9(E+h%3&+UkVf$ISqEGO!}
zO_nc(;zS%?rm`g3WOnN}VdgnRDw+XPV9RsyCeNd<jd+SF;A#{bWJQDOaf8!ob_g_1
zi>chyR^A$GAE1*D?R})QJB33R9&$y|?RLBpmy*joBP|vP**g1uwBD$KYwr+gjHM(U
z3QY&@sFc246}21hk?7ByuER69*-V8xTz>`;8C*fF(ni6}-nb31Z=lS_!-YFHLFj2S
z+wut-N(bOoO&zxi%#ON|R}9>hN?Iela+-hwBXCmUr2h=VZh*L&R}&D3DLXPEdE=Ul
zflALM4+o}+4_Ax*34T61hLRt2?`wuA@%Yi`yYG2T0O}T@60Dj+_#Ny5a8#0bAST#7
zd=nxa>}#}m{t0X;?Eq66Q~7?vx@Z~8)0Is8U&i-oFjxrmUvj+=BK&Y;?LCFzD^g>s
z9-dBit7#28U3IaqbEzRhtQ?3Mz)5H=WP}HAFpy#<@)&l6jnDXW%x*ela1^&Q?2xyP
z0g%VC-SM3MEBlP%Cwex{&g^N5J)GefAux=(8bo$VQ5t{aO7PsE8xz!*gvZ(gv%l7}
zuX*^xAzR7RhMVP11S;fr+o7A4T;w|;b%$j@N-#6A&Q4kD=hw1!E|uiI*Nr2rvy;p}
zG>9+U(eeDdEFgLg<SwSyo#va(Yj6(Pu9$U}&RvmK0I_Ye^XGITuuQWAQ!hWLP~zq|
z25ta^Vizlla_KFAX#gyJst(CFV*VgmF6xm-$k)Qg)M*jU!#5l;scn=Hhv|bAbqDvS
z?ms)RgOWMKDiLrk@L}TnB?6e*v(E@>DwNScewZ?i_2Vy^{Gs<`|BN|4+Sc>$tSP)?
zlYl;6WmbD$xJhV6CZF%6icOUP?T;{2_%7Ly`D72yT?e75A>e*Z0qK4Z1XRp9G1oeV
z($GEYgr@h>7(DLtTCZI=rTELG@(_W>*>Ym^1HS;Eu5-dX?+!_nIfIrv1pBQD)q`pD
zi$`5`(kHIKZ>#O7QShr}NRZWowfxiPL}&zJnDwvMok6uI`y-3wr1TU^h!s|aenmd$
zKmxLrk#;DaDEtFM$O<$G);l19sJ(P4zJt(B*6em~MLHtEezy?dVS!YLEKi|~UY*r{
zlhpQ_^bV!S*P?fsSSSA6v-Wj+@ypYHLY96<R%=r4;a8Yl<S<g*Klcqhd#mf0kVvt|
zPSG?<n6f2pWZ2DBm=b?Pr2O)Y;pxp3Hf}swObHwM-9E;`5KV#4W9AnXQsZ_mOk1Q(
zE)0^JVD>QsELj}b*6!1G`}IY>37A_)UTz_ap)M#Ea6XF*To1m-I8xafzVcILj#Uqj
zX<{uINr<UXGm2M{jqjHD3f(Uab|#v>T~Xoj)CfJw0Y{`VBS3H}LO14>H815d&cjG!
zKE^fnV(2MiaCvxDbBwLKxaEwR3`#mRh0KEmcnzI%zxeoeb|GS7c6oR`n0V85jAr_H
z0x4o&rS^6)6YVtweSom`KftQ<Ym73dE;6#f`EJRd+hqxQnU`heX<wcYa-mxr1x$Cr
z8XWN6_XX8iIe~fc(*n~4l&x{%%c9^xj%RN<YHL=(Hpr60A9_D!L>J%!o2qc+GB$z-
zP7Q<t$BnP=CRxkDG}z9l<Lo%s2tQ?NX=3cuFj&<Ma1q`t&WAzcqu?6XF-LI3c`1{O
zjQ;wcZvifUS69*qnYuH$^2u}h?&kX#Kx_UG!(w7EzUJ4VTmjMDifRXpo-c>|=8+WP
zH9QGBk6^Nnr?^`Tk=sg8pQ<u<HPCF`sP9sZx0q`3H~gMk{G??9*5<&erTx(DyFM~g
zoJ%gCE6!)Ow);DKYL`f-RGrb{+b<h{KD%?7(bdzXLD|dOtUbS0Y9Fglu}7-sywgQx
z_bxJBVZwAmo+*+6;hVG$l83X=la$tn@zcO1!PUu((^*dMbRg<>FY8$LDNR7n)<TWY
z`?w>0n)n!&hp*MU2YE{f-o^MlH~p~+&Ir}cFGW`#z{W(FoU&Wj1uZqL(E&Ax=x&JZ
zkTG(&idB9oGf&vg3swC_82!3=Pue<z<BUTz!}X%Sm_k*h-FeJMF#LWG3q$rfMVCk!
zna;c^wN+gXvE!CKaBOdBcigt;x87uSsmmi862y;B%9|lOFia;K^>|@}u6~s56y)j>
z`@a0sLYi)>Bs2nco@B|48z^u4?_9VWq%%^PJO0RjCi`?x?q+@Xkimm|!<uTq6q1|R
z1O%$jF@$W=;^qo-!8?qnp013oZOcU~XWB0=JM}I<$E2DLm3^7YODh+y5okW@b&|vP
z6umL-BNLGIeOx$)O{)d+ChIbKCi4?7sJEuT&rcyr&!_QI=m$V2q)}1Pr8{Bf-Fq|H
zs{ARI^=ud1f8(xN*fH2PA3onNZMp!>gTPmGU#$KZ4d#I+Yq`&l9kV#G9hh#Hce8&w
zVdjY^ud(8YulmwG^p;%we(pEps0`aRy^rYB0G!2%>S;H!z<GECh@risW6$&N<nWB{
zbfs)1PZ(0Ho%IWhe$=CQRz|TSs*jNW)pQGQP1u4&tE0W*Z%_b^owgT3dg@bhksg-Z
zjlJ?<7ct*Jpaqtk`Tb+R44I4{aV&0pOoj4FLq-(aCrNZBim`GT%(rScZg>jMjhY3@
z)@@D4c}gqj6jKzb#%o4ZG@9Cjp`3&0g?G1i!m92@d*OjP177<r1>mM9!GHAEy3IM(
zg}UVZ3zPHufhTMyCfsFzh`AHXr-C$Bj=oJiZ3`q!%9}<QO>V2k_hC(jl#os-1J!pQ
zmQ$Jx);FQXLl<?NV7}_F#p*T#`vB?%+?yUR3i&Jsj?G?5sflt~6wYZ=5k_gg%U%!S
z?a8VtT?(CPF9!yoj|?KZlYTjfry%JpK>~XN<s}2*F;MQ6$k8}H>I1AwX_S~7e(<;f
zs|*PmDOW0DsZH<tl9_h(3`)yP^PX|g(r9^R=9?#_$9|0q@}e;;&C<AQTq<5oGO2yE
zV!M$4qV3!^F;U#2)YkiCsbaU@j7sHBbug)GUWD6&UPE^Oxm$Q~f=lzCu-Jo0xGnb?
zlY2Ak+dDg!(b~6+Zts^157>L%|H<&oaI5sO@^WCG$Aje5j567N^?kO$qaUCz!rXg+
z4`JnAj+z(-^E&FSb|i}sMVM|ror2k*@@YNiiTB6S9(G@uZD*AX+!8#g2`<**Ke&y(
z(M~m!(N8{(H@O&$aZgEy64;j!C1-aHi2UBe`eZms$~}c)>fx}d)c?bKm?1-Wh<)fa
z+d-(nkYXpC>qaz}Wd=dWO@mB<LXXD?QvpZH_jXg~M}6z(x+1Qi{co-OHGJ}tG|}?T
ze$ir);Jip(`i%2Z-fJy;7k;Vbe%i2%79op$gIvRbf=6%Lp&LBhX3R4saGkdST?x7Q
z-C5ZDqj;bLvcM^NCWta=T2ELrj)POANqRR)Su|Fee0qa`K2*h%lMvhcc+r*xIWfHO
z-bfI~dud<n%T`#JS9}tKYwdb*Cq~nPWbPE4Bwnu0k^KuS_VIWa>TB6X#R=DfX%)lY
zj~a|*F;z3#w(p-j6>1!>4PH!C-xo)U62}jAI@;D-tU3VG_@CUK-8rUeG2A5jzkQ|i
z5L!_Ms(6&St+Q!I0yh+J2%q^sh*jo`n>}pdW9OF8u!#LbCEc6{+IOq25h9;0C3-CC
zCyDidIffC~M5uw?80TE7`_gZF_<b85>M8%c<5!U)3KecOj`y@DR!Z;*nsc<tmfMjs
z29&MY>_iQ>xRhdYHGE&O@jUt?y1H1c+cQ`-5<FiMVIMLtwo+!xZED+<D3%&|kzzl|
zLaooXz$#SnmP+Lww8>-^sMbXGRoRak9f+wh_1*T~C?jSE@V&7&<yg;pI(DnEyd*)2
zbiiNMxDSZmNR5^jFm+s*)aXbGTIEzxv-9I$Ocl8Vyz<+)d@c7k?LDz#ju3)txg}@;
zqI<HT>h}^Q*?jSLUnSzc4rau$18MB(xdrKFWd`+*GWRKW`$NFIzujT?8d-daX^QfJ
z`iW5N?^~FD?A|@MrO1DFeWTr45|6WQA(U$=Yiu{jqw4Uw_1TAL1@Ybv0R-f5_5wn2
z@x5r?=#E-F=Z^TiC`#(191)(Y9>Gd5`-{)*8w;x0p<az@q!n4S-m8n)-`Tm*&f16`
zp?7eT8uaa!N_V=2HTG}D*4p)+2UUWtx5XAu)a}M)>wK8}$#)er*nH3GmqfQdZH*cs
zUd(oVWXSbt@%&xNa?^nCO?Pw7+~Nx995azYj8mVkhF;)N8%nBKydbuMh%Iq0^OEW=
zUzLAvSCyTD`a&TWQDYNt>#6H;Gi?Z(=mpI5+rrk?QR+nz2Boe0TcVoO^COAa94EJ7
z$CQiWNlNPb0U12fgr4odA1)SA@}vojzlj|D5N%1`7Qc)FTLgc%@cMF(+aSrm$C|RY
z$UKlrt~B028%~<Jkksxx!ral-=>05Ie0jI22hbNu2}rZq-taEXp1sa<7a=^G9Pv&I
zMHIq3sL}7h?sn)_P!sESUUYQ);$}*aqm}P6Uu_zbXD*53vgxas$GnGV`z9i2OE4u;
z+gh*@HPm!NZh?k-!sJYlg&3=HLQ{|UOYX}y%`f|n7Ya3ufp`S@^_Qm-Q=*&ortbyC
zE5Wu#a|xhKUcpzEr-Mm%1Mm%2*CU`m>6aW(k*<*lINr)w?|4V&QrdAMn7<U@4+r7%
zY^Ui-)3|T#>9Pp8Xt2%uj#W9wTf~<+bY|sDt--d^H<fs6Iy%OmnI}<i=SBQd+BV>i
zjU;l!l-(X8%$N{~{Mb<c%GkqpZ8=nhb#6m_A-B_MaA{kV9>33(eptvLxcU4@Dayhs
zR7fOXk1is2`+1#W&=#|%BmV~x!x^oLKkvhrN<wfIuuE+*-n3_}r#e6Km27RD@!rCB
z9LvrU;h)P@vpZOmpP3RN(#4jo^QGd!+FI_HqYYjtiK#1dbfVF6(^Y;LE~%1&>qWN4
zpA^*7Y1S^Klu%*Kv5UDzdT^%EmjY|y;~>v1!AtXTyIGSc$uP{dpu;<i2=XusJO{x4
zg+I#N-5^`?CEzbrS4UI*z{#!MmYIX1Wba};caC26={^?!IKRg6w6E98kG)34A3mDL
zn7do&yvf+7SrOX`=N1xr7{@k&`g1|6=l<N6pdYVjzt;6g4avpB=g?ZK5HmbRr#0td
z3Kv1>>}d!fv7bYe*DkYC5-`uPubu5m_^NL6LaRSBZ6Rx{K=^Cc0O9FH=VS~m=NHq!
zR{Ef#fc=otB@x%W_7?T3#*}i^qY0(9V*Zxn-lhZDKc5dnaz9;CTrjm%bXAgJD%tR~
zyDS$+zxm9Rzq6Jz?DWR$Qx}eUuy}0nPv7rRlqT_=V^3&8UtBV>B?o%H?On$0fBI3(
zKr)Ukx!C>}_i1yn)jfyE6_L(;m+nbPw)bJXxM=j~+t1$vgaDOVU@EYi|Gu43MbrS_
zn;YHm<OlNeGX`cEI*d5fs*JCu+HRW$SwG3O@ZZ)PCKQ-1YP2%CY2A7-VWxaSuF`<f
zvQx>@$g9fyCSy6^NWYs)s*p=P@yr}>=VH2z%yK!0E3-Ga)W3w?$-Ue7Bew_<FMSB^
zf-*7=3nf#+1K)TWwF(*XkA@6>{o|Kw9Wr8-#}ds;^m^9Kz;nmp(l7c?T&!=)Jk@X}
zW8!h^GhRQl!v(b?hBR;PHNm_w9GRV(l*HoGk!;oei*{Z^Lw2HQ!o@CFnTD7_Ukuj6
z9iHL0#i2a;zuscUcSV@)P>neO)Mcxen1(xo(e$&sAMV?^>b#~u#JpC|?+gp_=<}3N
z;O=NPtx0x=#D+8RVh|K?OX~-ft@j$gPiAF^_}-mD{vm+7wu@LZhJw!^_RvdxA?Z1E
zH>C*YUQ6qN*xRX$uArmj=R%He@8W+l=_m~PK;-LAz$h~%&2|K^#RJO0;o!!fWf<pw
zPKIE|<g+c~`S+P){{%H_7){38cEmiq_r|C+*w#Qt++r&C{!d#mnS{Q=y8O6$Vczwh
z2UEv1!B(wX5o>f(x{jk7bz8**8a4Q17`;3mJg#j58kI5~j}s^`=Pp)Dy%@}XROZA{
z8M{a)$T&P|`nuh{P3yc1)8k^47ZW~wsxAEx(?{cGaF~9r)PC^(-TgtYN0SMI+k^X$
zd&XB%<EH0W+;V3(+EKR=W1?#b5{5P1TU*%_*gQ?2KjdNg@0{to5M)u%-cie^AfGE6
zLU(=d1;mu)fe&K(wp>D_Z_AyQ`=(`KTc(EJh~&-_I|TNX+wtS%Xf<REFLW~<I1NpF
zU#dIC{=!wSi9e`)=0S31)`Yf)x4hR)M@0LFBjFpT_%802=iwI>3X1|(W1Y#hnK02i
z_hx#-1>U<S79G;7?TZf0XlaiJ$ytRE>8EI8%nD0zK=S|tY>pb<x|?G;eszYy6!4Sr
zy>nOZ?~iC^brlR3vd>%?<t*{>v%S`hOE!2^Z$D^iJrhFMa<MjjE&dw$#h^WJTCz3_
z9ji95%hxO@H}SJyRSNC`)<btbuIJfd;zLo$@C9<V{&Gy8u<qxNX-AZeo*TS@HMs|R
zONcWf0)AKOa`Uv%5gEv}VobZ^;ne9Xtm4Wq(~{E?y&IqsoVC)6`mLDrIr3rVb+EY?
zLPq$Mdo*{sa=4fRmv<ih&FfVJp5@MGR<U2?<5W|#C*IC-;;(z;cEmN5GFYV!_loKs
z&i+)5{hf-}yCmB^pI^-FHgQ&wqL?g_n$9@?N_{J6PW{9Ce!(<(JA;Yx8rSmtXU{0U
ztzbN4Qna0VUc&!KD>Ycv6;2%)YWx1R{9Ms;V%KBQ{HK50pV>{H{q-wCQ0Lrs8>R>h
ze#9y8SLkIK$*LLQ3<E~~mNk|3)(Ucug{SEGr2ojb5~n#Xms=mo3*5%mbzTJXcGmS5
zTh#XmXN_Y}lH4w&-scTk>i(3PwK!4cOWk2MY(aS^rNryipj8Z?@C$0xmYOHLdmXg9
zlHZODr3oY+dd=deej{qltzj4ue@BcF#?}f<X)Wt>AN)*u^h4>hV6tGcv^?f0d4?c<
zIwKnCzN;#8xLjt?EmZU*%Dd;f2|~O^MTW$%T&?9+99Yu+EAzrsX>@$=he5W87e;a0
zOJStH>&@c_&I)^*+J<(Nw2a$+8QsHe3?kov8<NYYd}w6fFdLj(Hy}?n&o88F<?VeM
z8D%JFaOcU$y^=nj9nIJnBHF=qL8h1}>zY;(zFEHW2KVmN)E)79Y2no7#w4vr@M!+=
z0;{Z74@Fu<WvK<UQ@w9s3aD7|l65G1>Jv=7`SKilgul}b-*z)JJaXwzSApygWxJPz
zfxgzk-4Z5oiw?IcMt>QJw(ivg8{o`WMR+*5Od#6ELKY)wgDd}H`cO6b6HURV-tvC<
zdD}~lDJV%~$_VE0V#6-1t^C!)351_Y|EH}#HD2cyj6aoPU5#BEr0%xt@{Cdtf4H0J
zsBrKovUY2Sf0D?@T$+Am{NyVaSHoEYYI-eY$IRKb8-_oQW}N--%m%+S|KvEX9dU(!
z1&O+s2mQj66Zq2a884isN>WU0;;#J)Geh7xcZxQ=)I7Q_BD^tIv%c*MZox9JN-Z~s
zVG-`uZgD!{ot(H94AxZO>B=nRF$!4f5LyV}|79ksEDG2Qb8%p*TYOpVz<Q+c>FB3*
z7aM=K`FdteJSt=HQ}u^y+mmWmkE(yteZ5_NF(WhOwKvXsl1>r2d*;;PPL6YIr}Jm^
z0Fh@X;0vKYJ2gYUylsE{;J-VcJ%o6vPJ@(PZQtB}(Td5Uk1}^6s3iEiF$+GP^Px)H
z180k;zWcL(uYw_eN5j~g?4Y#;2HP9=y+$SJgJK0o4ul(z$k%qLxy5F6Qul#SjHCog
zLh#^z(ih70hDM`-M>HPIoEPY@EjuQTB~0Lh7LuziC(!rID8T2}MN*JoV#Ybvt4I-n
zQT3h2=1U<%%$xCjBv$x(24j1HDsg8IM{w<ISC##iMk1?s4O}}$*Dss<GlMch3RmNQ
zhnw!r5pc15nb<x4!T#sj)c;U*)^Sm9UEhWQVQ7%<P)b6O?h;U>m68VO?nY8NRJxH6
zC8U(@l<w~C7La`Rpq~4A|2ZFyj>9kZUbWY{zADl@oesw%JF~XlW!!Jd7PH=y&+V@K
zG6cc<yfnY?FHZ%t`EqTt`7Pzi^Rhj4%S!jE#gQs`P2!>^%-VrVUrIwuddJoSg3reL
zAC5!Y6NxS=U1Iw<=AF0e{rRm1x<!J&NE(N@fAFhz87FbhO+l%*PU4F5rFtpDHD*SA
zmD7tIx~-s*6`9!&=j++5_Syu$WiPs8#PFqFD_fXsp@~cZ`y`QZ*s?sg>DeqbW4~2w
z0esspL}-VxOlSM5aY&TK;i0FvuDI-WkoxCf#rN&4Nkug#sNH&Ho(9?|STYmBdx^qK
zb0gk8io`8XaPD`Z2R79<XueKw*#<fxSCeT^Mu}+1zI^<KBfjx4cymA&_p~_In}V91
zI(IG}=Zq&%8r`Lx&l{_O$4!zKcR$fKEFco%!Y!WuL@w2Ac&1{DcQw$|Fq-kFK^K-j
zubEA4KFt%~2Sq|+q>MCUmX1%_l!onHiDkdwPZNzRBXtH`C*+C*e4!D%mx%;LNcs%I
z+x44r5nOqL4N2U!B?qri@0**O`Ie89vPAu;xdY*sW|feRv2fyu<D}gIOiO2Nbj|0_
zFvM+2jP+#Z>W6FjFFo_!?89pd$R3*`yIF3>eDuIs8VzB?36TC|m5pe_u!RimHAY(U
zT_O!&SQa?tj$0auxP%Q3FcYj&JUklkE$B9!^JU**(vM!;J(0^Di4si3{+P0D5r0s}
zwY>Y=1_TGZ^WNIR8&~Z}_t=@~=4mxK3{vUDT@UK+?*-lTp&z`|mSW)Ln2_Z2dt!&F
zZ>(I;J}UWK>h+oY(Ok7Ft)#`y*n3jm$r5=ZhGrHT+zHWwrs<~pb9>ju9N<50+G$(&
zTqbKVZ9r$=F;n+XAx%bPtB#a%gHGnHw9lXRoA!0vDz=Uo-cro7ScMDs8Y8w@7Sq3B
za!pzkT1za`z7l@DxUHrBS<s9$3M>CNht`}<fK{q}bN6-PjzqYPGDMo2V=8CTZvJ<2
zMa>uajTUs*hr4;{A-079r*wi}8N-&&L!x^qFsswIi>guJv3*3SaH*w(Z~T3FRiiv(
z*rLMcspDQzYpD~DzK^}0dNM0YE)+2TKn`UTWuGRy<RfDV5MkRe_8eM$E&iH6G4sLR
zg))(GZ8$Y_c%=W=_HW$^3a1sChPU)9MT;9RYX!419~8KoIIX<y+S;G*-Zc{zd93-n
z#*8j`d=TS;V|Zj=mkxK_Od>$<;g!I$8kX56zl1|`NVS+aOHzqY0u0eYeL3gcyCM9r
zVJj*sWayB7o@#q$Z16>m?BrJ+YhI_KY1OY=noj8CeAOHr7j1`}>-U@QlheLh*S1eH
zOp4@KROod~Gn=+D5}YZ(P|g*jt$$!iv7r0(rG-gYA4!fN(J|}{IaWREq_fBs-4F3i
z+Nlzs(Qw!@iT;`|K5{KHRn!t{i~3hGLpkO#7d;Ftyh=0rnF0g1_Q4&`NJFYj+yk*n
zUH{T%3>E9zBZp9=C9ryoSg?+pvADAsSov+z5MBy(f75Ra`h@!c>aTVD$-KZ~Y5i4>
z&aLWJOatY<zkIiGEut=7Z0SKsl^qfS!HVm-(1s;-NB8k?4AB|(p(VANR%J<)V1rF)
z**tDrp4)LpZ><o-Xpso@P2LXgHg2raMan0Kl;71yRU2ge7OH)v_OD{$v$*XVXKi=-
z&1rk*(|`C4rZ`=y<B=kiG<;Ou(|ko4E*IS^Tj0eMb8~{R_JyE5ijs1i_F=B$-9B^P
zTW5b%?UHK0_ATqN?-7DV@nazG#R~E1b=IrcN1>iHR&V8^tlf3=$RYN`j!*v17_2YM
zfT-ZS46%5{o+tYJr)Z!Jg5S8Ccj$|Xqf;91k8w4Y^R<lrfd?Vm7E4-<RQbU~L`~fq
zr07dpWNcf?Q~ORI&YWLcXVgooC-b;yl{JFCXnS}kF07Mxf`gB2z73~WG*2hTmhE`O
z#rivW+v53QMFkw4QDR0ta`)zU{k42hs(Q{pKFX*t)qbt9D|<|YKU*WuH@w|-&R>~>
zDZ9y4FTa#=;GF!P+|t=VE1$P5Q}=W;-?see<U83$9=X)ZS<%VI`wG8IDIo<cs8In5
zVPH=LB3O5}ZG5+#Yo{h%7R4Wp1>@idErSwNw@vYi=C^N8`w;dbKV4kn@@EDjLb0Q<
zsi>(D*?jPFP=klUGNGZ*RFp!+;qFmqGGtIeX&`<lk%4p&<-h@IQPa$K6z&_BeJ(d?
zmwjdZb9Em34*SP5N6Gyr`#XK9sj0trcTzakQ}}R^vw8{CUeGh5ku6+X7PWF@{B$0e
zD^PqPP>^EJ*?{9oI5F}_VH1N`e@=j@YkcaG$CHIM-ul+0O=CYd*pe;3prE|+>XTPz
zjCju`6cmpw+42n8;Y-;uW1g?R;htGm!?}O2jZ!LDQhY2WkKTbjP2&}-npJYxX)Mhy
zYkbge_E66`gfRDs+lg=W=#ydf-ORH2*HRuAm`lRyMTNU*eLM?wOZQr=8eX%PRmtTP
zb7WE^?`Nj&#WcP<Qg_0J!Fz_<chH^ZzUw}dc8D~pzo)}WI$NgykhIx-+?^K9tNSD2
zxHxYyh4E5EtmTyb1fuQStje6>_66lwUjdB-+*bS>wYIC*mmWiOY2A-R_lvp<!Lc=F
z=0gNRf<3y718ZT4<iy~POsGx)v*^N$9#lTWxw+XaL)__FJwMF-cjcPg0oHV`OlKmp
z_J#091QUMGa}>X%f$S=uq5)Y-y~F_BCdd8NMY>JIKCZ!rmoRb@^*rgkwk~2pJhtO`
z9ftn`X_!%aAFujt<goi??K7dUF_bWd3swGuBAgXxzkwijL`e}QW2LF@%A$i2ws9B9
zi(*Wp4P(`xG9DD)j|=%R=tjf=IYFb1CAN*Go7$TJwM&BV`{(tbiDcWF$)S;vsdZWB
zftgL#?{@`1-XrzCsWp6(fXQ%7D)w@h&-l4c%#Zca;VxzpkMR$f65KJ<b2*NK(~s8j
z=_9_L7ek0cN9gyK?}b`Ei=+9)e4$srU*JOsFJ3e3jL15d<3@DMw&PP@@v<=ij+!A~
zfsMHZ4&U7rQsZo%KShHWO6AjooXK4tUPWq;aE~xNve7qI0LoGqR;N{^%2jL6Hz~>@
zi0jD+zr0{S_wKxbfIlRIJW20ZdtYiw$wff+x%h9pyd3hwYmN1Yg&OylY06>YZ2PGy
zOAQz;_JXgg9BaOrYUNuNEB}_f#73jL68_n@uR(~Zio_n@7EENsoUb6)q_UUT<JOxO
zVQ-Ehlo+OR++#kiRsQYO%OFRcaLq$mxHV>HF;=tE^-udxwCTo2y|e0mVU})9VVWIu
z_So2fj*yJulGu#RA6&7`kzM*4{vPOv+@_%dl9eW^PfJvUT@&=8@Lw1gD)1NKDUD?g
zaEuEU9Lao>rM4jp*IQvHj+^f)P2isx^3p`Law|!DlM{Arvngqifa@njzfaL^!TwR$
zP%n~yD{p~>WB<nS(qoElf19WBK-|}l2|+8djcB5)g}F9woy4L*=|{D!b;;6__GR7M
zW*G!#jRK5SYtHd_?`4^eE`Bt<c60dx;tiA4n+kkaXI(CK^!o$`-nv<#6)Im%SbjAg
zZNxWR<t*17$ceeSlVAs22+jI6rqbSeKdx$2T(&PvQp|o!TGCdRc#r6r-!HcU^DC)#
zF{s}?vg-)nIjx)_5z~rUlhqSvtuJY#Bgh6)4Km2KRBZ6p<339yYlK;FbZ4?Bnnq5k
zb+|<Q?TzmrNF%8gsS}jFu9-z(LY1|{Bb~{p<nX0!?s1j1;k2r->ok}XQ`pq2Ix{s?
zy(%cEjq5i!D!zy=iMWZXi9C6<<jA*a_w9Xo#b;NQCDI|QGK*!Ft2u1#bJ|)C*cbtA
z#dt)<?wV9C)au(S1q+2iqO^N183pCWPLQ#)U(jEllwvP<oVcbUX+Aaz4Qy8Sua9=L
z2h-GgxQZgYJ=)UPHEdX~yZ0v0Y&bV?#W{D^v!Vw+;rOUm^}fB);z)tnf$<6M%;)7B
ztZFF_!{r#`!kR5wM3RU`a1M4?o@9%c;Pb~x>s=(d-Z5sR6ch1G9aK<VwFC`LneO3~
zhpwiMLq{LJkmyvUSY{CLA*K~Y*C?G$5KXVmsE)thc*q2g!mLH5H{eG#7paa(^yF&)
zbDVSQnMo>--~Lz0Gy~W6ec}B2Yz>{T{8*f|x-uG1D|ZU<)UDo{(MP1&tZtb}!mSlQ
z&uRd~qzZ<ls?2U(#$_d8XE^boTNip%`9YFeL2pl4p2Fu+0X?ZJFs-jG^n}sFnahfG
zNUdPzwPB3?LH|LQG@0E~Hv8hzuWs?qQEg!P3wa@*&d7&pT&<j0W0X><Vm<iAQ>92i
zAosaA>jMM*!F<mf0%~{&OT(tA>h&}oh8XjUmy-=`oXeb%@YopqJyJW%l=+?zuq#zt
zmmq6c-IS`X>|!(twv92AYv1Bx0hPLVj*-yvIZHDw+Dg#*LTPAIQlq(mmRKaENPT%w
z(C+a4c?+X#!{mgQ()l+0QQFBq6m1Fj@Hn^+3~?O6?DnMY>{7ugq1DT3HY6_9Q6-ZE
zW>tQDc+4UKy=qsN1vm#Ycq1lC2Bx*Hdx)UMsXiH~$wqeq6K^0qd#l0A;kpM#!WS>~
zqk;h%P_WiS%XLWy9$swjR=p1!eOuk_4HMJx3?4gm2dxpUkw%WYa#SsU>qpYE_S_-{
z1jRT0?1*DTJX3G3yX%8Ktsd*Jd}ANlAy;EnPme6&=rQp9JnC_AvYE+nx+%69VlcoQ
z3&U(2Q06~tqSPvBrDHP_W$UG~Sw`?8qeE<?F)F4PRfUms#GhPG_!XLSdOoXg?y&l~
zg=}WYG&*csoM19Z!9(!z9W^9hKv6x%pV-k7bWCnGyuKmHC#@gWZ+REU9)X{_vpHbi
z#qWW0V$sf~+V6n=tH@ueXu87S_Y|Ylv;G^$0CoM2?^Vq|Zl6EE%iP_xiMT8^CEeVN
zmK^{2G62(fFxm0<;rBYtW$C5cC5LY5be?S^bf4ndH(D(p5<@~zo-TRp3JUFsZIe9r
z2wO063R|Y}MEG4+Y^(q+Bate00!P_ZfYK#UaCHNtT;Y9-HT9Ttr5GNm>`ReIUQn{K
zi9NYJbjor6Q1MJCTv*&gaje9J`Gky`!1H}z!9Mjj&#bms)0kKr_7j{bl40=xdRLa<
zO(M=P$E@uc8^33&n8ngqf+DxeT}TvZ&a0!JH_m#?GIl+sW2`b&r_utgbc8UF!`$iz
z9l{Fb8CKcXd@7zJn+kZ$ACgzR%($f*`6SZ#v1OVqosmA+>idu3&xvR>Y|WLyE<NW_
zgMogqHaklAa2&QbEeQ9@BSu?^@+)d;yRk*B5m`dk^XPEJ;t;Hg^#l!4DxlxUj<GdL
zeQE5W`4VKBLhN5Ve1h4n!Nd+VT6?W!><4N3<<g8>#B(Iop^~}?;_Z&#M}1*GvY@(n
zhGWqBd{s9Yn@;HQoCZ!kw-8olL)`N0P_4>bO^DkuO=(j>{RcH+LAycWr;`j@>L_?M
zrCj#}coXy63f$F6q)>^z(<qP#I9pDv&)oP28HF*gSpH~J97_qll3X|7e%E?c(|gar
zd-URMPs4GF`IJ`nH=?&`I{H?dV>)TttP5TkiGrHX+E|~3)xYqNdabIvNh)_X`)NNz
znUZ<D&-uAYnhUHG7b~RmG~-tf@*q}%oy+8pi=PrNk^6fddiS$BugR&tHp^+P!G3nt
zTJ~jI%VM>*O=U^<O~tg(qWl$V5$k4J-a{R`=yNgl!##Z5hH7TM!&cmu@AJ4chp1_-
zXk7PisgZYTCEqULKM$$slRKvryzWSKrOSFzrFGuKarm)Ak>Gc2j%efT6ZbWmLvp6<
z%LqT*en&bT#u!C<Op!cVojkI%MV5~H`+dXKy9AeYzwhrqVqRI*@Yd_=QSi8G)b3hW
z3#Qen(s<O5Mt}dYBI>P2pvlsi1LHMedW^+eo#ds<We1TB`Wt_y(U6O2obg_)3wYee
zKC-p3ua@w`L)3~NrbTzOISHIKS1P-yvX&6)(ZMK_tbGe&4ViCkv923&qg&D9njIcp
z@2efrj>LP^jcP6-$J#cGwlFE&R~V@tO+*wqpr3o}Xb%)CTrTGyGbz+Imc*o~MFA;9
z{zI7>MdYa_fgDO#c=>0?J>n3lIZ4x{+1)@+P^CHyjffuKlDR$c*RR-b;uyv6K9l*@
zY6Br*Td$f+pbD2h@enzPo5D$VZH`ssN!!Q3ye~pT59^0x>{aNx|IJjPc1Yk*W;(hb
z%?kV<R@(u~a8O;bi087Wh^I{&G3tD=OLyXVh|IZ^Sq=RNJYl}S+G*ffufW-*pYhm7
zyLL_CAd_R^+CUc~k1N!?==S5fC$x-1Sha8!q(8#B+<u*icPr1Yr24X3mE6cAnY<SN
zNVM<P;Qey3bsyzTFM5fZUw}=t-Dh$?7oK=mBh@8*j79RJx&!jqZHvMw<97Xe?Rq)W
zd&@b5d-pCzzFIv}vvDOdRpS>mA$~cOdEe?R&XKmdg?Hf|a%Ql7ISXq#dq=xM{{S+{
zVj=YljiU{!TQ@OrBFfrTt0nx1kaW|Sy$FQ`rmLsSD@J5*1P=+~QOeoKYXdcw?s4SQ
z4oIaL`FiVnqL&9B(lNb>@QBE$^X78cJalu7eUc;p=nx~;m7zg~_7LK8U&p(d%rs3X
z_cJGck{YWkLQZ4Nn+R#MsWi2InsV~jX#3A^eF@y-7edr5AC|{+wqrb=k*z(Hso2ki
z&icLmnWbcgUi(QPyjzfz|DK4XS1tUjP3=aWmT@=#Ol1;5O3!#gD5AH|<sy77T5@ZR
zi0l=`2#TP;n$-H(=gu>^)Xc)uI@dtO<}*3+aQdLnM@TAxrZp9od+%8K8G=X+$qo6f
zPFR;)YFp7bYO>jb${Gb|A1^DDEg(NTYwqT)%IUBBBzy>&^|^PQ=;p)IX|c)O7JEi;
z6vD%b=E>^03+AHYU2~jLB-cS-aEusSQdi0d(^1QL#7^tCY=znq<wSwk0+XZ~L2g{j
zg3EztMJndloL!_gffna)zU^QM!ntME4R8$|yBgW-yg#=xeAI=s@bbttS2;(Se!$|*
z{e!^~G`=_&CBhX_oyi1IwC=&@OsK>ZXEYxT`?l5g0)Mz={xJF(u_#h?3)n_jzaM=E
z263fg^-HIVSWW3lm}FN2Xl%*<@cHCNc=3=x_p*f>ipFs?=l)v6WzC}6D~dLbqc{GC
zR{^yIp|zy0OEO-aT@ThsPxl_bcpk3b87=Gl^5VgIfJZI0{Stml=3|csC#|HH0qoe5
zar4#mGumc18fL6xFRN0xGLyL1f5pP43O)Bd8#*1YKP9)4mebCi3oeNAJ0QF<i-mCd
zyV>)v)OFXo8K?DpwBy;HUZ0Ge6B`sxu$Io(m0-$1?&MFX;UGLlN`78t^Ig`1{$v?z
zo;^vpxRrqEA@gwwXQLzuK?rEFOEh$I7eM5^+Ob+A{=nKRb{VO{MF7~2anl9i=a0Qo
z`})6AQu#|F#Nlk37_Iip98-GOs&zdv=8iBCsZd2(ozk^RE`~F9nunE<t`hw3sg8OZ
zP^k9lb8QD^(W)1(=&cf~V%xbhN^G?<1vb|!6fifULYS;iqx4ttl3WWE9^E@CGl#cO
zyHMnRbs>`4u)!5)S->l+iMoVLvQ6-~cw6~Z*4E%EHJ8qSuKJ|dZQ~Yle(>vt<WDLY
zj}K*;(L;!Huc;`lO^ldGR}BLF@iCaVhT+kuw@ml!hi}i?o!+|>6e90t79Oex<zN=Q
z$v`Q1YCY<MPsn7VLEPJA^4JoC=~?kWmuB1K*WHNi-ikIE^%)XFqkw!JQ~vT)l~SES
zToaq04)xlm9+ua}7>WE&=IUmq<8~>ztDD=r-%{hVtWMv)uYAp~p4~Io_0oFA;^A%~
z!8h~Y@0fQsUJfX>qi*2X@pJm+`aNdyQ-_a~G$AWB^?2{zZgg_$CS>+%u-cHePX=|4
zSWsKAUFEBSQ2qX=Up?JwU((#p+HVIb4v6?2O;gCUqUQk%xR2=)GP{3df~H-Zl&E5?
z-oNzQpO5fLFyGXYa+|<h-dJT5ZAW7{VyIaVdUn{OUAjh^c#i=FxnhO7W}0S{6xcU*
zV?JTs*p(u+TCvR`{wBC>Zy2PL?Y4a4q@-@Xm{_YQSU@G6iy#zKL@M{~DgESWkQ)}$
z+sb(S7yd{Xk6zCfKS{58{DfipadNVSne<}NDcb|ihKg0j(N|SN0$Bwzo>pUm*=e<!
zLT~(I*%*g{&ikTYBwL0)G4qI%{W^4fPRU1K>J2$YKlS=X_ey{;Ki9Hb(<+(i7d}%3
zJv%>+srZ;+w0&4@_xW$3-%=jS<gHFtV-D?(sv6632*iZ@(8pW_Lo0ceNktwlbWaY-
zUx^y-%zl12m-^}_KXSgsJ_66-Lg%M%IdjI_s&U@ITzFtHFCf?Gg+$PL6*kqpM^Pn6
z^KoKY0=N?N>$+)5xtIlQfdKrdl2NkJmWy_dFLJM5s^s9~9JD@Gr!B4iH0qaL5P+Yr
zK5fX@WlpP_ZJ^P%#m_t{z|J<NU$`D&=f}m8;0iCP?)BmO{aRdh<z&(*(Lbe(_N<Q&
z=j6;Xmgih^x|g3$*ED8^k>E6D!Fl~e^EPMB+_ye%PSG<8$Ny2t*~;PLqDfj{mPlIu
zqH)@n=M%;;Rjpm|R4b`e`HSNbOhEaD7Ek%&zdC3uSUY-`fRaCXnC7PzXRm{q^y%p9
zQ&z~2<|5T^`Z}4UD^Dd=7gtoDzWsp?iAYH=M~8mR!!~__c#yGlrlC+9HpKS!@Z!gU
zMlgFCe#z!<dyLU^wihn6Iu4&RexAVvATVJxWV5N~>9uXdYreyOZpuDc6Lt+hF^`h(
zb&pz60kN3o09Vxo(8>cx?RUO6A=P>Rb{_azCi1+NByY;Za8*Jt7Q;hCFEK1iU$tQI
zjQs6cFIh30;V3r2o1MaCdcr11xRC6`nSvN}B-F>{F-|?o{#tj5m}41oJId)oH9+#U
zc;mMgJZWp5tMR}b+t@J~mdTGH_2pA_J8xWXBncUPM}|u;kG_mN<~-oEPe(K0d|F|3
zA~P;k{?dq>2NIDD+5t)35j0MtTE3>RqlL+<qU+DHOwEyQRGe|B8%5INGb`t7m<_1q
ziGHq~&JvwY40CTXJJ4IIuz{+U_oyWL$CY{R<-4D)RH^H7+#VElHFw#az7aebkVsXN
zJ<V311!xgbB#6!-<+<+KKtYV&XvzHj2V^^Dy=TuTR&?eH4R~vDJfZ`Q@IGhLi8r41
zH#;Z{jy~0KBUQC><r&f!(La?wMq-s4d8Cr_9?EI&J=E!*Z%IAC3Kb37hmn%kX`Z;%
z`m)_himcA^2{g35P)E5P{pS6>h(i2zJFW41LJU1-v4BMVqX13#7zXI6f$=*GZQ2bc
zzr3RrYM+HvjM3{fGt7z{Hmyp#V~=mV4JLYXh4{A;jEiSa(87tu;TqN@^}4RQhB8_$
z@E3&<ND+u+q_moUdqt6<fA+)9!-o%;t4uN<dyZ<2S(koeyMTmdL@vvX$`~W(eJj0w
zmS-__F@B*#;zS8SNqEpu$_r(>5{_&7#lc#Et;jZZpQG=Y=|o<|0N*Ni(kb@`n~mOz
z01umnpga$t_a`~+fqTyFP2fqhH*HAxqIXCO-R4SW|Gt&UhsaAh8^-N~mj<$aHT;pU
zwZ*w!XqIh>2|TV^xqk)*%pa8}+syB4&-JF7jn&D(a6~syz4H!UM1>wLe>Y^-X(Ewp
zokmQaQEy81AV?HKd>E=%6r95Zz>ITM3K=cJ@0$SzoE=f7DysKAcf|!|q<2e1l?Rdd
z{0P2M{R;dDlHZk~coJ|tg|H6ig!TIm`Xz3HwNQmAf8!!gkL#txe|OR-p;zhQDk;Qs
z-droSK@UeKh-Tw}5)`9LO~U(<g2X47kCMwghWWz~+*UO<MD`6%C(o8d&JG}k)a4X9
zf(DRCU9ner9E>l!sTu=**5sqKl8JkR!I(gV{O9Q6iVWh7<A4t?+9MrKG&nSGTUJYC
zYod!~D$tC|oMNdUTOgNsm6QRQ5+2!)8j)urOIj6j6c++HFKI8&$=D^1)jmu1uar4)
zAK?gl%xde8jzu_ei$Z=?4?a3(?Q-o%4{FM79y$<xK6vQ&$r@lptpVGA50u@E6qQda
zZSlcGm*_0EXmBtaj)Dl3fZfsXN<2hbZ~qnggwjdIfW%&#V2%p9&o<I4T)dOhX&aX>
z_b!JV@KAbuqm8&_)?Q^}b`781t?9GEmly$HXt>c8{cZQ*MphI*y7J=hx|$_Llo*H3
zkI^iJuu*Tl`5_(j-NND*2tVJT<&ZPQ@#-17@?i_BvX%T?O<*^a=|M;DE!J;oepKhE
zQT-Pl)+Y+Lj1}xE+nGtuVcY}lsxpexXkSD^6QgJ)`!t6eUzzG_e*OBV)VS2RQi}Mr
z#^y6US_*MgOw(#|e`GAo+wH%gLw+oH)n4ia?x{Y+RD`o*XoFIp7*EE!)O03g58<>>
zMqY~~V<>+BVdZaWrJ!hCG2lkWM1A(p!MntevL>o#uV<grx9r?v4W9%vQ6(8ZCOK^O
zYyt<N4{Tl)9;T_h_%k5K5CwOF`5M~a?;C_(>u#H15ZT5)Aa?HQ`qojLY@kyZGc~8U
z8$xO{3+U(scy4SQva-AfjB*RBO|^P~t*9sh&#I%R<NmP#K8kXqDdpS|S6^en$JoHY
znp8{J4#B+TzC`0ih^M2^aqWYvnO`OEdnu#~*FDT;n~Ka>0;LbM*i^s}LeN$ib`Ez;
z8l=@crY<14`=TUDcyxYCKZ;>zRpaD=q}Yi9!4Ue*p5qDC%;Dx(H67v^ZE+qu!+vk4
z10hrpo|hv-I_rthtRf|PxPlHl%X+yr*<PDO31Ye$V$Kk7=n!b*j8O!C!T&SiH_!v6
z%9mh7wuxFKN46Kj{PEm>o*tcymu<s&U^62_0<#s~%0f9!7q!NoygyF5xs^!5pF1wH
z(cTf_5m!<Qk$M+ziHt5MQ1gs2C~@d+lDRh=&O?}pJt)ILw6lcU2<ugWQVB2llQ+-U
z`hrpT;#SeXEFA}rf)kTZBTOX0l%MHg=I($KW?8YHh9*!)cw#2NimmRH36?u-fU(yX
z&e3D4+)Urz+A)==x=(+v16!0s!SI7Mu49;y<MPa?nl3q>Q{~_^m=pB-gn2I)R*y;b
zhco;VkxIAo^x$Vg7g=bdAj)I>gI0;UBh0i(1JyOV9&q-PijegB(VyRfAqgj8DX5d_
z8HTmu?yAzv+Yhm3UOXH8nemz33&Rd=kAo#JwQk}QyXy19rvnMZL)eH(Pq3u!Nxf?!
zN=!(6FaC{T=@0Im;T_z^=fS*&?5)WT2ElwC09uESYEW9$NfQ<m&Jvy=(aHC)mg${~
z!0M-cJ?#{NSEAFCt`p+S**>|X+ChB}vK8mqv+?e@!tRl9s8xWWo70U*UTs~TnsBWJ
zWmqNpn3(r@lYdjrTxi-M+MF5Q@^QnJJ&%5Kz=D}EPy&I5R^zLxXSUyWf>GjkL*X14
zVqCaSpL`3w_jxTM;1r99jq0FvCpG9r2~gJhAoO`X*{0q(P-gcJAl%mvDyn&4-RTSO
z<(ZK!Q52v1xKmrU!=U{^u7?@N<6z|p{2l4Q(h^DtIjV6xVk;Y$vtCpGN^qlb2^;&N
zeh)Ca(rD&BXp7mhuqEbej-$8i2z8b1p<c=+X0PZSWlW~shi>e!(O8#o?-ZS4I9hva
zA&L!`0W%uv*dSqNQa-!EUoz;-_=~^d@t0NbC0B0|Czvq(gPEr=wRuRQN*?+O#S%$p
zZgVSj_z_gg_weR>#ovh3ulBLA)&Zo<EFjFbpgO3IkOM_#`Os?nU`Cj%iVT#>Q4-VG
z;R$Jj+<DhkZ#WYJnohzY8G;O+E5UMafWL*ongeVH0WRSHKeTbaYzxC*KtR2z_YlB8
z;tl$S9jW6|ZLRI`!=`1a)i!fv^wm%@-EVFWJ1FB5hypyhi6e+f9C#WXCPlEMXpIfR
z6RFo4r_x8=lQPDR<-RZji{p*}k4~h%6v-|@fD;vR0qA~;U+-I^B(5Z`(y>1k6kdtU
zL5!Ct35R1H$5s{{ms8gVYu*^|!UkTdj7*!Jyc)|Y{#OZgE+8@cs*3y6(ZFZ`_pPGn
z*V(mA?%Q0-01e?Xc9<2R+k;Wzn8XHOIkgp^0Dzbs0Eo%5iBE!|$Jr)iN;0hgZWT!t
zVsKGY_kDThJ<G~JK&thmWeF2-pQvi+>6-n>^nKhH#_qU2aO3_i#Q=OTK=c~>9Dx1(
z-;;;(wwo;<ml=c~_8e1j>1lCGgsZ3f&a|K>h0tDZoYrR-ZzDaYq%WQsR*inc&d$A=
z%5Et2C6{4aajK~^8;gkaX4xl%I*zIaF;yOH^E?iS`cKhp>a|ufY<tWA2W(e?XD<}G
zdWfiBWWrNR>+yh&l<}&uNAgfkOnAIuPb_w;DEtwr@!zaNJ%uRrvLPm%a~tlm(>Ue~
zcUVsnUpS;dc5R+1>ywlTQ$Z${o-C*nAYZx3<kJt~I++SNl3%cjSv;6aK^yA^f1E1-
z8q56cMu3RV4y@fk3ruN*JW_!z1w~TG0H!I_vvd$|<3*feLiq$$Bt6aglSDOs3Qki+
zHuUEJk)%9bGo%fcPB|TfsM%1oNu9JKrNdtE+<W=j@EW1ec&3LVThv(}+4=)M5ClQ3
zNz$|MOD^7sN=$J5M5d7Tdtr!@5O+y^0(tm@i{9as{tJcV1&n-D@r-?(#t%r%RzWyU
zH9r#U+9M}AI9c=*i0Nc=O*=y)5;!nR8dChQH=ZKeQohfb;7+pUOc!M9FR{m}Etcv2
zv^#LXOrlVYxRN?CJhCP)1*gx@#gjF^Ik8bIH(<47ZOw=w5b!CSM{0Oj>Rw!=pZq(&
zcdz%`4-7%2v04BOn)vbfg8*%m90uOPH{2h4s&I#W=R|_vAoeU7e3YfF!G40tb6O&X
z@?HGEvi1o(a(gBjG^soFn3AFd@6LeNMZi7rc7(X*m-2d9kGD^2rmSshzy*-OCu&a(
zP%~lp8yue29ku5aZ{sIio>Q9+$R(sj>KpUw>FprUMQV>IdT9-`qKC1w+V$L$dF~vF
zB?b6-&7ho|M?Qr!=y{4n(}x)7P!owF&?>myNwenJZ?@QgbE>YPw;p~Eww*@^;R7%{
z%gmCjLCj&O?->^jnIaoLEI4MKk|%j5Xs@6)fA)1KKokd&E!X!Qsa!=RRGa>BJG@<E
zaeF{4yB80C8h+TfC>+ZohmFSP^r<WIe5-iKlof!@P>q1eOQp`wqb8?9dbdCJX?()b
zZunR(L%%Kal?<vZm3xLKNuU{4sZ}|+8e^)aXp*IerSHvpXM9HStrv%@-+}plWCw@7
zW!|_+;<xGepI05rk-gLSs(aUWXV7sL4kPBH438|r3hTFUs`_J_SqalHuW`kw5G0v5
z!ieMT*V&$+^P1(;>b*G#CMF`nGgJ;Yd){%?|E|?^f7$;!zZ~_mgn$V$C#eN-!6&71
z+zx5kp5fNnB14*V9c_z)#Au37R)}?4mdyge)xlNNdFs$|3P?$GGa@e0MoiXb9Hvzi
zPe7z5W(4;X#qh!TjA`BAbwXOldZ}{c`%yOmY9BvzT20yhU9u^w6M@H(^xGQZ5_D6Z
zF5G-UIuaGj7FoyK&v`ETT=E7kpn{h>W%^vRK>G`SO#%EIb*I{JA+}v1&vHlUIAMVd
z>?ZK63Fh{?t@rdNPMiGvX^NkJ6|NiUwoJ3$*}l+GW`MGI`J;bhvoH)U&GOuMalXu8
zd3m_x=fT3}vct#aoY`{{anF3u{evU!ioUSL{fLf=1a{HPLhR_~qCy=LTu!9Srv+?2
zc48Cp#(GBq_h<SW)mbwN!tmWvNI%}^cyw5Gjm3dS$-uf~AwaL)++uH&!7)5(fpL$>
z&tl0w=sI0;W|>ofM;x<cU2u1eRVvxrtjCi-^4<!&-MT;}(DfnrOQBEq91;RFCo$em
zmvTTMt^p3YsSxmBa}w&_{Mi-k5cR`0N5Qb7>8Am_!cm)Eaa<Wf$lFWmZ2FD@VR0R1
zDWtnUc%y!FhfZRvg)fAMlnw6EIFiGjvKJ;sMY$_P;dPaspp|UP@JZ@+LJ<dh)Hgo*
zsPM_I%$d1OSdKK2z6XZyQTAA2(E6au7wr=FU~3eJi2(lN$0pKNPdkDJvSTc_^#ig^
z{Nv5IW~|R{Ys~eN=O#<%Z}$`^J3G5_4%5$fPBaIc6mUc_O|Gij4)zY;$70@U1DWL8
zj_-$ut!@sgQyc)E<C0j>?l5tl^4pR?H+}8$C%tg}XQ7<kz4+#$T^+MzPH2u~PX?Q5
z`}m=oVDXcIc7Lmj8KfQiF*&pIaBAwvetqR73sr0aKI2p;RTJbM*$cr`B<cmKx*<MQ
zVo9uEUz`BmK7JnA#va=j=^s0W^vJr&S3+)EWKvwLq&-ueFiX}J8cy6&+TUVN(jd3a
zLOoS2&BmNtvb1F9*^GI5sp4@(JD$$={j^vo7}j+sG3^-n@{$~q20U;v-bbm%B??-d
zf=*H{^H&@B)c)RghKq})F(Evo+0>Q7N?~|k@O6JcL`n5CANgD}SFqqkhC&CNj$VCQ
zJ-n6Na7+0N)edt07{wbFX_Dg`JNO-3ZIJaxieUhVV7}0f>?7Tk@6af(hssq5O4XDZ
zym(;q9_|NS&m)=fGE-Mol9Smvh4<AAQP^yVFr-aJUd>+hHl+U)42;i2kn*th5Hd&I
zxnS`6bP=PinkeI!-<J)^Q5dsd{YW)wJCHpvl|&H4tt~kmY&~?l5Lte2=$%x4&MzD!
z{lnkWISv1~;paf9!PaZm)LY(#!5zW<DObLwbF!H(?PJ{@m(SnIZa8iPdgIr%NwIX~
zdITz3T<vS*JLuxeh;FKf_^v}e-Ab-aczqOd8U;Q#5YJO|lsw^QntkIWX|NUs990wa
znf|z*kBa9<n#P6nw&-Z%xUm&>YCTVDGXhf3#H*xZ84yM!ZZe)CA&MXR0Imhm5J~CB
zgZg(ROzsIjKeW&X*F_=|DowOWB~)u^d*6Q?<tTw*1ybZ6Zp<$P53#B)*+puy+^t|y
z4ys1Pu?-gjuXPatgCvS{Qf>OatkuoiQq$_eGjqDcULQl<arma^1ad+3ggKil9PmoC
z)oE!XAZq4JKf()ueSxQMtRp}?`z3Rleb6*Xb(---rr4-IjIiO9`1K0;??#b8jDAUs
zWmR(6?<^-vB4|(6vA%g*`A+u-uUDFr-0Ro+c)AtTS8{{d>eQ&|6uQainBJ4F=l1JY
z{cp(*7FL%EZWjiZ{RI!X);pp20iwxNRDs&bwa>V+FtA1QOwfbd*raoNx&_unFv}{b
z<uxa>Z<pWVK5VxebDL7`j8V3;bSq_!de+U~^9hAUcV#94!2oBu-NpT44sb-~<ldhF
znUSEN#{jURJ!AH%Rnz=Sj*RM?h;Nx`fA+aGVz{%!IN#3HhVun~?(ZwY;k{aitW5%c
znF~RAj*DwhXRQR2Ox<#TfJ0;)-Lc{3nI_rNog>z7Se;fMc^d|@4AsYJh2Yy7Z>fEh
zMu|;Q7J)9>Qy2}e21w&fEne7<s;J@rWv<_S4m&v3#Vn0~t*$%O<Zue;L3|MaoYPs@
z*gn;^PebG}af6&}@bbCfb^2kg9a;KEk@_{VxoLyt7AEcF6c%!axBR`X&aU<X&tAfq
zapO3^ZjV!sBi!YdERl`nX2UW?oW0-IVi;dSmP0+hu^YBKDy>9N2=Sk{*c=+?U%*0m
z-yafiVvyxiFn;cF2ILwVcBeig0r_vKg{t*5G#UOFC&bg-OF&atdWT6)QuOPNz<TF{
zK!7=;U<3Ma_5i)ecDW<UX2$;&OxayLg9)NM;nXIf_9sVBM1!0+yag2MYK9}wFPT}a
zh7anaL0J1s$_{P#YL2khZkDJap}(J&MkI>j0chu9N>%bO6(v|;65I$l<^*_7YFc)I
znn2WJ7R;<JgYkDB5RM;@s(-S+3%2e8+OJ}8S&1OqpDYB1VQ(qyanYLU>K!NR1P`8Z
z$2~M-@2|{^C8B!OA&^jVarp8ZP;&xEVJdm7Ooz5#s$j$0XK0hOe*#-7#I1-%@Y@Ja
z>8b#nVOzT#$R&$sP(gMU9RQjMNpjZfY<9i=DE3>xs3TC`EIj|@NA&2Q@|dqXl@I$-
zl0^}*AaoX-55fR&U!_YPN!-QEuxkpX$?^Pq@05t3o3JpW6;@+>!E{8YkVeLxVtl*+
zi2X%jG+2bm2uSF8{Vghg<xm{O7623lEv^N?`_<zewP6XFE256qFBO-qFQ2P{s6cNM
zr4^`bh$#g%%Y)Jn{Ga{0;f3ftp^pqCM8>Ot1WpxgyjJNMQwBZ2?hR~0Wm9s7aTG7_
z){%II3l0&lt)4B5uLlZRy7$Ew33W@4B^+I#Ewcwx>Cu?@7Kra!X<e4UIUPLNr34f+
zVa141YBqz`;9`;s&;v9qleU%d(wbV40|I_y{M{-Czi|ohadj#{GixQRqouO3ph|I;
z;m^MYPvZpY3j?DyMehO<eQarw^s_BvaPjVbq9XgH%$v{QtJVJAj%XIPD`)_ysTyhR
zT_e=>#6i?z*q8N{7IZ%`<pH@I=U4tmcb^?_hQdVO^rIqyTuvn@x8?p>>&9XWSy96F
zF#SEnk;T&^fY&I!9E|c_0m_UXhpfFvA6{YoeQxTAU;^2_0tihC#5iB>R_JytWxN9=
zh=FxzC#`XM14QL6E2cvHD!u^Zd0eo-pcbJd#W<zsfp0R9l_JlVTmom|M@U!{TB95>
zccLZ(jL=$u$8UmL0?HZ5(_k2iKWEbXGxi1-Vy=8D$&Ahoph`J=0t@t1sRB?J&R&zB
zQ2n_c*j^Ka5Z(J$+VyBpbN(Vu001qzO-AnM^1kg4fE8V4AH%(SBjOo@(Bh>%z@Xh)
zQvN7(1XTQT4mJQ;tg>515YHX#M=aEOsd2eKQff)$zSI)$D#5}YCkJvby*etRKvxS9
zazG1f@KPMXc?^J0)<D3*5s=A~!-HQhVSN4YXAy(@(Zj9<0Kve~J<uGRpA6`U0y&%D
zjzEnn#0Ss0_qWcgziL}~$Pk;_L#g;!*PVznaAGZR+T)MY5tv)p&T*CmBMk~s6h67T
zd=~$^mcY2z=8R`RB=(EZRzWDLukq6bP}OoO$QHOh8HP!T?w|hvaI41^Ko`>@s?*q0
z|LaGXMFJRDPRP#vwyra<KYQhpIDfJLXFwhiL;{ooL|;;|*~R7Ny?X?df9^1N8Sqe;
z$c{BovB3($zx_#{UI|)1%EM^(0lLy@__Kn`^~Eo=<QK{J`<DPxwAotiZrPg(AllOQ
zROV5E@3ex>0P!vm!~=1fMYgNo0DQL&Qs=1Rq=p~&o&Legz{)X21j=U{wrIBi0QjP-
zTFSrh2<$wDa8VH(xoEt;!tg&&6;vPa;F%XSe1n+e3?c#eXH1L^8J%dLH)kzRDQgA*
zYvyuI^E6<0dLPnoIlDgtX2y5b$+KY>!;Yxlb_?p`v<0$WOCj`r0xUB+0OQ13Ir>O7
z)c&q|dUxYqzK!#@H!c-Gj=l=~aJB~{Y3aTa`=f#QhMFoqK_idhpZ+M2qyXzy%-2Ll
za0wtwT6+`NA5{Jz;j@237@t(oX{eG8D=>;@#9~*1cQOl{D48mWVMYe*int*}hciGt
zsA-ipf7A9`9T4NH22^_?qSH6?Ij{b=x)ZS*2aJK|#MooAGlKb75Z2KkW*1w0iqHJ|
z$DE0xQ5^u%Obyu7jv5g`H2c8%qkPu|ZsG-4*sf#%EmxilG&5gkINhmaqz1#~hXi4e
zu7SXj^$ft7a&V~?lLJM8RD`e)NVaBS&O6P0ixIZjV11t~1-aYv4R81AE?)j;K}{(T
z=fLL3C`bm?XmZxVRj$u&a}nl14@*>36ji|K4k!s*OTR?n^mS_QW5p+_?`1AXBvf1-
zb-O67*nz65!}#*xA2%@Y01+(5FgE#AAnaicBbF&?RBJ%X(I5l+fNRyB3QPxPg$6*{
z$4|qQAI+-=v!p9taExO9ds5{7aDw|lDP?c3?o5ZrZ0KQ7N#UQT{}Vfb_r*t*XQTg=
zi3dJF(J2HcV2HrQVkA$XUDgz6T+j*An<G>8f-P*OeN}b+z>H2qT8ed0Cry|wx)U@T
zV1gDyT!9ECiWE}ak*Ls9C?`9lAVcDL$BpA~uABpaB05*X{Fgsk4_#69SGxa<`3jXS
zkj1Kk@dOJBK9;f~GhEYxCzVb!(0{q8a8ZurUioL2LVYpC;YtOZwnnU3xt>2jC*fpZ
z*pq!PEoeT%zyr`9?{5DDAf|{An6fVeOx4Hg>EWZ7P);rgrT2Lzke%x$yPTK-3T4)v
z(bRh$^OtGUK;>sf`31}9h?CmtpA8NRe7c~b>tGarx)^I0MhxuYVYpM0%do+Ye$i9k
zq^<CWt_ij%zAq42`JDWs7Z`yNudBljYXHi2cpx3Qv!skGIoIfmP($$P&Z3D%K*{Vo
zsrLZ2&>3d?BWO3csR!JlF#M>#O*K#<n<#nY4Y)2&AUesPHqD9v1+V@YcMRo-KkgQG
zVb)O4$@)P5Rzs^H-M)))_D1c`n+$<v<{>)ozW!BR6VE_{fTO@f4{${_j7K_PhCbQ`
zc*6bMRzq62J#PHFdmW{+1%%Cjx+-<EfH2v6)B{D(T2T9qyzz!fGtKB4z_plHle^3e
zvH*<H?v&;C7ytaKG!2{Ag<}PfjSINm0<cdhx1!BXoeTiUjDwZt;@q{r7W{o}@KJCc
zTL9sSppEAS#JlV)Kf%^_&3_T+)UW+{-HAIx(?xRtOv^ZoQ3J!pJGZ>UU`kea3(B-l
z;UrIBQeH8R!1Oe<pgQ3>GHgvqsQxc*F%>}+zP)ld>$UM7hE2Fy1M07JW*~uigVY_D
zxSSM%YhqSG@a1nT35+JWuOxv+tDPlamFDEqgtv}L1Iu);31}@*s&=DO3JVs{h_abo
zE-Ssed&qEzQsG26K0vgaKD+p3yeS&u1ji{%fhd1-qQba6oLJ1XLpUPYvNVKwXL^Yx
zALpNS?s@>^9$e4TZ?8IL!4^;+iw$~y3ya6zKu?Zw6SIGAWpDipzpx=rqHy>7%@bis
zH3;im^bob)wxJ5*xdB3FL9!9S<nai+H$FAuYfN9@peM*32gLSZ%IMvr+V}*JcW_17
z?CQUPp4(Q2i(yBk(~d?ND5rF<=J;m+RUQN>)B{^U(yxRm-5wwUvDBBz6{@|kur&g<
zyt&;I&Ht0s6Tj0J77HP~3pjU#f3M*306SRoe}hhjS3jPB*EdiNg=u_QkK`%sjl5K_
znw831BM)f=JAaL}dV>Zgp;Qg9rX67B*<ep#{<pm1NCX*Q=>vA9tbgm<@eu^nSsFBf
zF`EUD^-X!+#Q^z0v0ZR1n!yFjVYud#&4JSIA4gmd^#uI7ri!;a%D91Z;QWP{g41zh
z-~*GK!<Xl;8@#W#G;v~qp%G1|hH0GF0DNm#Nk_aNwy85BK)oTr@RHR)v#@^_z;CU=
zMsU=$`X1X7>J36)jJ=HHI*hOB|JE?IqAns(uEMAQL4FOuVo!mJu9GzY<rVECyh?(7
zDx(CJysLYvRR1$qV^T2n_?<OnT%KeAvI|TGmcsvjKb~uAmUNUe3>|2}^ZGj>ggmqn
zoPJOiMC*dE3sX|G*BV?Oc*q$k63>H5BV!i<iS_+7NDpSgVxx$0?wvyd0oT6;V~P$r
zKq0j(_D$w@`U*?LNkKu~kRn_8?x99VfZf=xpa0?CBQB?h6qv)P;IM?t`&?g|pCJ5!
zRQSf7wOVNMpT<T1E(0ycfdJ&#{47vt+ycH#n+M2Pl`D0R#HdR7T&sg}jJykgNY=n?
zRvnO!wuVVv$y5U^ljlU^U60kA{-jZ$?k|l9ED7b=y2$M$EWv3iE{~MVXMlMoQ5$Ly
zg4$3QuK#x@CWz{GK}>b!FXS}8lmR;gvM)Z*bK5Egvvv8*AK%F!Kp-J|xu%uIZD*o{
zMeVIhWgT`S%Q4VBTwtv|5C>MJKkynKs4OCPl&pMs@k7mUl;oci6wi=`rT`sI>v(Nv
z6ptxyK*jvyNMZXh2=?lN7Pbff?bs;__)~1r4HBj!3XdK3pql%qq|JfGJIWs&3U|yd
ztuv9h86lqW*OzB5pz5KjUN@3G`s(`>5j?tx;*gyv(*%<f2z?y@T)K{w!&sKILJJ@^
z|9!W)<N{#pI0KAk+%(X4n+36$wgr3j-5VW1hg}J}jhNG2U<$jo=g{Ky0g!`CNrnW4
z^==M-uJOLU2#m$OlRcB11KL7^&#}K00_7@fB0l?U82N1$N1ANV#A(1^01aNXe{t&w
zXhGV8aLmRwGu%i}rW%CBb!Cl;7XQ`+)b}g4E7%M(K<SPQ-NSZYcvzN0#i`-R-2rM6
zI><wlb^`PG|J?yUfiDo&tPi^%73&5TM!4baCwK%TN2P_#0Z{ylNd}KufZ#Eg7L*g>
z3lNe+01#{`<~9_3q>_sb2R}or3uwEU>0p;>TQ4;FM%H(jSA(C`_CAct{m%u5LiM24
zAY!Nj%Ba01U6FiQe>`0q%nr2aW_<lm$Ey&>72wCo^7n1Om|1gCx~<^w7`CJH0L4UJ
zRfI`%L5ISsMhIFt7oB+uw&_C%pteTWfS|MGY^-xVZ>LWJ4(%L9KW5kjV|&~@U~yN2
z<P}yh?6WFvLb8Tw$O$Tr{4E^9cDgYlELvZXB3-5o=lkPHt$aZ8Vs&tT^uOSaJg^Zw
zq`h3(L}lfLL>er8HqawWt<ROlcn}<~VN6^ly_u);seLRI?sEJZkj(5sXOy?ClBNY8
zSPDL{3eC)Fye@_6FwAA>N43Hz%M6=9*Xlvx2UVVb0UH&fx%dJA17%GEI}1q%dZL;m
zuijbTokDX`gHj9E;tQqN|2<U_Y?#D6xizPpuk;nr;N`{hgsozrl<lb=VZwA&3CwPl
zh3f}v9LR21BXIqTV<4yNs5bz8CC;!;jPpo}w^w!*w>OtBnuhAX)myW8078C?48NAn
z95@x#zXAwmxmobSmx0osArDYp8r#))^gkXqD7?bLzy)rBS@Cl;EmM&FHtm7qP=(t<
zi#xNx1j|gB8iYo{aWnj%-P<XBmxNaigoE=1Sd+5;uK^I;X-|>%<GFz#RNXuCLJe9@
z3}H}Lw06kY0CB*vzw#>30mJfmHl(H1YY(!6QfwenN9Y%L39L6sj3bdm#-F{yQ-6p7
zD+Ron&E@>hScpR3(10=vWhI#HsrslO%y)nr7vg2x5lOxcM8~;YKxwM;K>&Of><HOe
z447DFw~yxk6B|}U_kH+$1{B9@3R)#Xq)GG#GQ?)J%uDJ0PSsEkHa_<Pv$Y75DSO>k
zAI;Ir`SB7cLR5c00&csyX7L?qbq-Ue1CA^3Zs5V5=G1^wvKgQnv~2706I9(CLEXe-
z-7hQdZhPLnTOn~cgi`Rf*khVxs(}{9lY=}Mrq_1%2E<c52NXi?!Pa-ZMVyqdH8C%s
z6!E_`0TjA{8qsDc*v?W>!WVg$AlaS;xb`)vNHStA^LCGA3^Ly0$6vpip!!x*+jg^5
zR04@K`U=5|Tkyu$BY|A?jORt!H4aSs`}y;rOavrM;Ek)M!Fwi`(Y^@1+qi#=AMT-W
zQbs&rX-v$)`9C>FKaYHSbDZ9!7%bHFcP9nIcG9`>=)?csMut4p6S$Gcx*CJ{B!;6N
zt_4uLo0AKv7*T%llj}w5ff{?Af8#q+>kXJ<z4Y6DRFJ7SfSQdjDG;|Fo0qXLL{xt-
zXf~9+V7~>bu2|MD2{qo}RDjKbNIMH^NW1EZU#R}eNT9y%)CV9V4XBH00GXHa`vX!?
zTC>HaleP8ODUoK>riU3qUv8Ld<@U%lkNhu47(j!{CUX~pYyc#jymYZUvz*2~39O;D
zASJ800UJ%c_XJ9<C<I~1R0A_SGo(sdQAF%CJW)56Scr-<H^5Dz$W#Ni{}4<H(t2Yc
z(;7T&^gD|!R4H#2HTLyy%MrL*(K2e=F2>K5=~pZC`cB$fJTcCeFKuB(N1mC(xBPc5
zxEuw%?(aXtUUB^Ibqh-^fT26bD8Zv=gpzYWwI1(Oy)mNuV6mlT&K2fW7>#qlD>Fqx
zR2PCR^hyPh>vBz}iLme+IT2M;1w?R5IHymtv97?FnS)K;uQ*Nb->d!~FeS;C<Nm)_
zjo_=Is?jzJ>S~d(H=91|$U|>`<?B}I0y_SY<p-o^<KQ`#^TV$2g7nq(|Gd$fq|eV4
zprbGg3K*c#3HwnU$UmJmLOO0-VL`A~57$1E)pU~3uaTFT`(7XrnVo_OT=7BWs;@Hx
zge4b%;dK61dlb5SJ#yccC(wQmNKM%D%-H&0f;PPw(Bh=3JhV8c_P^u-Xp@ID0<F&F
z&?72<fiAlQb-tnG(c!YY#}*-__lcX#l(Y4b?teCELmjagP8$SlEhV6%H{Mq77wYBG
z<eV!^S!o7#zzqwPJIr(c3zT;zL2-j55boL$B$f^)DRxrvbvw2~<y&9#xwlFlRY)N!
zmU;o16^yR$VER4ZmXX1@Dt;MsAYxhP0DT46UtRZEfnzOe@QPWr;-36d!-RRHIcN%~
zH8i=F%*=JUdg_t-!8{l_&`A5`T?;EngPJKH<hpj%<?L6Rmk!InO61+$r3S(kK`Ft?
zW@Y74+NcB7F?i@{w81?c5bkis_(h<@qApG2L?e>l(Ae3B&|;nkUZ`y)fuIv)G8K^1
zVU@n}hizWLa79dK(>5Y7rf%SC(Ec`1qFgk?>m#}i3wHpG-brytE=_RKt{?Ey3#m3h
z89$=AKG|#Hq0sC99xFD47LkpnMdG=t&tq~y*Wyb6_1@r~eDkq@8P*Sbw_fZ+Cbw)9
zfBlOwK_W-$3u?P1<@ftlSJ*=&u|<FnN4h(T6ml<51`zZu2x@-<=uq*~yB%-1`3_nc
z+qRU8P|b7@L7&P#kp8G-&EJ6uM=v}oakH2Oj5>uLs~?l?i;o^TYrBK{s|0nUD#T`x
zlVNLVE$tlvb=V*e;7Dg-WcGT)g24vBqUS@@`P=z)XG=`!5ce8xZ)DZx!5h&j1s<~o
z?7JC|?KUKSEv&wCZd<UL=dY(Pjs90>6VKqm7Nv?hm;-qNC=(PvAQ!s|#(7W;JV|B{
zm-+WakSn-=`U1Mq6D5$v_|NuxpK`$btg2?rQ3VuY({TMm)AO)x7M8}E_jIxJ(GqRe
z5C%)&X{}L!a&6?Xx(2LVQZ0eW*LuBxECRh8%*?(#Yq%v>eZJJ?2u=jhiddCanErWR
z*!oJu@fr7BZ#oXX=Q>zo*ij9($}mgA)lpo*pXyH$ENm^ZQT^Ng2J_qeXz&H{lj&Qq
zBf(Fd9$>r{g1sY$|E;y<`x>w{4r)^{33h8xD94h4po$TL3Ikd-t~@VwwhKXX>hKik
z73F5|RYYH;IR@>hyD9BF8ZR`+E5Nx0-)R+d#YcG5F+v^Jre3abEo*-aZYV4QVJ#mJ
zmm4Ed`P=?_x4b8zZ1GKv*lP2L;r9+n{MLg&DY35La(`zi=B{ngR0CEroK*W9`agFn
zo&g7ubzcV6_>&2ysE8R2#*VIJ_4gfo)@&#Rc>+L@t7gaST`W_mKg__Tf<g>6t0IPx
z88zYry;TTpob9)Uo9eqr93+4<;@@r3zv_UT)*7&!9YLt7Lr9pT!6FD&=?sV_RCrt}
zHTo6rlE}YK5|{}J2uxHZBf+qU-Fk-C1=JkIR%o-8oL*JkIUgNSy(Q+l18gDj|Fd<(
zGorB7fiT|xW9qA;qVB%00S6emyFt1`=@#h_q>&U5k(Tc6P(lzSBvd-3JEaAc9=f|5
z-aF6p`2D?W&C)+uvu5UV&%O7Yz4tl0W90){d1$=k-6Ys=_0{A!p)de*tre(eQ8WG6
zaqmWNg5#mj{y4Rk9GS(V8SVM5i_SY0_Zff%De>s$j6;Z;1xdu%E};3+t|O{Fjz6|s
z`D97nUycMTvuGu(YkL)>Svk*Yl{K>;XXfAk?`{F*3KVh&PQWnp){}hhdSJBO>3h3v
z;?QOByx^ZAc@uAAJ(Npvd_t4xuWQA>n?(o-SU&qGM)oQ-flT&~@5N$x{fH$FCm~8W
zwb!dji=wF{l)4E(f~t2IlXk6QpY@mD>-qN8P$ifCkf%0Mz+eAleJf8@|AAq<$%uTD
zvi#W7=}PiwhA`Xc&H2I6xDrDtXY;E;@smU)CmrfB$KL*Tu9?YJmrh^0gq?o69Q`cY
zW$_XRz+tF&!~j*2%{^Hh;^6&lw!%D^WE)hOai{Tcv_(~L?$-<8JR(=g4)=2YXC=Nr
zLCEa!5R8sR9c&B}<ToC^sC!)+d(UrNnqqswg}qmEeBydz;-e<9yt^}NK2|lnEU=8c
zN$6(GHQaA;6Vts?ar`#pF8+SkbQm$d%ZNUjrrPI>W}@do5AXV>?J`}}SgfRg-@D1U
zi&p3R&Y5>3aj#2l$_~?e7}j1K)7WXiw`U0+z-_+!HG=}@-){xqfUln*xJUfn3G9BD
z;>$cak4^Fz5<*?4`w~g*O)mf|SC)cLE<PR$#r~G9p@iDtzWPOu3*ou^9_iwfsaB;Z
zQlYvr4!!^ZiXJ5fo<i03h1e%6pe<Etd28T<#bmVJ4aYtIDfht5qkP$q<`|Wi?ie8?
zu?{P?RnDbxvhVmN6gM*Nc`*WUkQ@G?EI}}q<~U-0SL-rB5b*6V{4OBd3S@OSsJF@5
zrD6HaG>yaFn74T6H9Ho)=!zjPHiO^Bft)Ek)#d7cX$26%20ZR=G8Ar!73=A={M2hR
zDt(0CD=)&i-9Y`83^TiV)LJyV%uS8bWTyVmscVJR%g!^lmO(A+OBt)^C+@ZVC6^;7
zsxRH^XRS4&amy}yKN`LZENk_5udtufY#uo5Okreo8wCj{t7lO-kly3$_q6-FbxkA>
z$KF>>_OpB0`Hq<HE%!APz{Igm5U(;16S~~mw5B~__dVVn>^dUr_irVZA8{6Nvx4JO
zLl7J-MHET@U-^TJ#2JD>&;zX5+M2<QkpG~Y+@|Xv=5sC8;`M7h0!1*xLnj)-^r^x*
z@CQwzY&xVT@k#n~ov7s>um9Amz8$}RXOFtOu_8soOQ*`boG{@=&_|oJ7=awKxqTry
zyz38%XX(>_(R*$^Z_05a5Lhs0-I1qvzz@F?rHMSF{k%{7TdMRTKS;=<^+|hOiLu)O
zV9w1=<NK9{G0vF(KQVnphwy^en5%#>&q+%6$ox9q=V>rU*!M|c-s+-P0obJTDQlZ!
z6TBup;&P=wteesg-Q~(yC3X5-MfP=1KCzkDL9;bN<du)(dkFAn%*0G!HLPWvkBzJP
zY7SFYhD5%U$~~CJn|Bs-uR0cbOwG?de8s&cc?pB7JK)t{daLQ9{}13IfTRil8rVC3
z864faZq#48qw0!XLij4mC9w!n-mfyfh8iz<r|DIY$NTOG0nZ30!8emUf-n0L?4uBv
zT-+uhYC35)C$5~3D7t{9xc&4BM8>HA#0MR*dFiG^bTL#+F*T`TZuU+hLm@2{e7q9t
z`m0Fuk7bCp7P{9{9s`6!NK`|lU}RZf?;TP(<+KvWJhHWMO`9IUVh(49Ijv%9T$Vfr
zYh29xBg^o1){%SEJ<2%(Jw!?(4#e5jQ_Qi=THtwcNhpF+H-}v2VN#EEfyJHr7bm;$
z!*r)N>np5+_W~yxg}vxvqRdv5(Pgm{4>={mC#r#XF5W{$R^N#R{#a;Q5yXxEcie9v
zKvF%jRlLCk+8H?02;YqZ?f0A27vzB|^#M!KKf=(yN7~`z_a44vRI5GqcwYr_=Q;p)
zmYpa-cvuzzUcC$){qzL^7mterz;2ZoB{EkyNhMDgVClvo@R*L@BIT2A)X-#`dH*0f
zRFkv};Eye{!MvkK*<CR>JxXXVD@V2A_m(G=R^hQRXWX+oC%a``A8HDNDdA<aOeylr
zI47>PDWUlIR1=2g*+-j{Ns2K+s>>!Y!$0syJ9&iEqszC}VL~2nQ$fc1yy3CLFY_Mb
zy~tR#<?not`7%40Q$!cImoLA+pqRIrh*<<0DO7l>@!;TX(f^LRQ8Os*8&6=wJ`2Zy
z&4-`0;LQk6xMgQAQ!c9hSwTRILQ9VQS-bs~l6_@tz3%9nyD7KGELxg*oVE-8(Ju<i
zWM=TIiIIx&c^7NZI+ukWTPb9@WaV43-szq8Ui5=i4%Bo2NEKbIkT0Bef;Lrc6~V!R
zj}(af8GLs!yd5!LmnM6#ujfn2bo)z;qhkveR>#B)QWhpK^Dnq1<n=hp9t_QWcrFUw
zWI%$rw#>4t0c+R&D4q6+V4bQb9p5Dza}d24>7`Hjd`PRx$hL(n-*wjHh31i<xnGvH
zZvG=ic-_8g`z-%|mu+Ae0|NhW%QH$iOV0X~tk;z?J&235n76$Q%`Nr^Q(W4ffY$Im
z&k{@5ziLUDY+h(~d35OEVLjU3cm<gWZG<9)LHQVI_a`b0j&doX_+<d4jyl=#B6+|y
zVq3uorGEw$`aSr~TP&1ok1uA{yoU{b_nea*zhZjMI5f=pJ(<8L{T)$7Na3kxEt?!X
zHb-AWQ+c5RC=YO!E@opS79@8wgx2KWDdt_OI!Y~)3=o^=@{Ot9A*hpQMeo0<F;3Dq
zVcp>~d-nPNmeUyu!Wy1jgG7LM=^{gb(8X!6VAiQkhMdlp!=uI})s$d#T9{XcLSLqr
zWy|QFkEI56Nfz4OGe|aJ1Q8^ow};9t)A%>4omsp(p@);0$H9W5>Kjzg@_rrA*Ajr>
zqxXg<Swh|4!l;Umo=W3m+QFE)N44H48O5`A*!NFACfV5tfCJ;7hus_*z<R5(l$N6i
zba+-8#JwxZ?APYYe2JE{y*$F<WJyj#!l+G!GFoszTdNsc`|1B}(l7)aYj|ggP=RXt
z+R`$de(o1GPn}3LdqnpQP0m948}FB%a{Q{=@V}LFU?#0;QLXBwDSJIHX=Lov!LJV=
zQ@0~P5c`1;$w-7402d@Q(OeB*mlGWGnH?0*9|JGW=$`bS^Cek^l>Ruyd=U@&UlZCf
zJrR&)EmfT)rBHp>Q<G%R8}%<F01Z@=MzG8x`;g4f#=lH*p(#3M9ITgYU5UR!pW%{9
z*=>HI^{Nsxg#y+I@?xPbV0800r$~rI=zjze<OW!~5Riy4o&y*rEZ8OKZP!IgZ2%8y
z7%#E$N7KZ&!;!*{3^}y_K0SEx&?Z7|iGmsxcM|vx{REdzd1oyCw=~OM7$zBh8~|Yk
zog9ZUb17N)fvQj)?*ix*WLooRdY)>z*`teGITi<4%^N1YK6uG=!7okg<P(RGknDhu
zbarC5=?B8}pEbIKn(`1(q;#WL_E``1g{Ar&AQC6^O0}w@$Wjhi2?;Lq>0Gn^3IWyD
zqxORI|Jy?VWv&n9+XEGbD=71fgy1Ihnla8?Zd73hKSN@P89W5S;$2c@(OlSM$}r)V
zBM5OTC@qJyqj?WU7iC2b#(Kp&4EEk<v%Z_kCeCn6HX$Jz(9tfGUF6(8Wkr?Wzc!f4
zoBL8Ic~99&ER>d8hu8wwvO}2QS9g#oe|C_y)_vhoC`;piPdSiD27$p=XR|#R*e`zS
z4HL~+K4ifr-OY;~SP*}AO6nhFXd7w|KLfGw8UL?D3&jgy^#;1Gjzhp13&p{QoUm--
zo}>m?13DT*g$zlSfD(U(4Z++l!HCq&@^9`9R#a!4bikC>f_>5=m+V!QzS4-uc5xs!
z=tzBU|1Ceo8Bnkoy#Q?86{^-0Cs;~RdeZk8Q1ERZ(takLqF$li8@AOvj1uDiSUHLL
zMP-A@ZwOcGKb;qNTBJy%7U|My-3OmYA$T)~fa;jy#18$$x<A%qdGLi4QeocO8ARwt
zb=L9Q=<iZ$Ga$%5vg{{>YktBnBAGLxAatuf2Sv)1TXaa6lNRUPS1rjS<Rv?4%a&36
zUCLiXh)J$cHI1cI`d&=?h>FbbZA#zZZIf8wYNG@Umm|3T-e|1Z%=5^8bFhFhqt^j}
zdF4xi&_%-i_vZtdQN-nM<3r6z)tplE8$BM$DpmY1?nhZ5OLor&`!J1rFrydb^rz&3
zH>WVtzPU3K=AaM{2Se=r3=de5Fm7$tfBU~c?ni*MBYFgAf_k|81+HVK%LMRfdB0UY
zrIN4_Y3f4UWbuJn%1Uk%)1>QvLL_Klf%HN!js%o_mA79SEu=lJyH1L}oDb(p5-xH8
zqBY=TGEfiTEeV$M6{HH@GW^=4gIA=gQ|*n?tl=2W9e@I(ipf{`D)%N#tLvuh?;eEX
zl~zv!lD$~=Ck>D#!i64l@#i{WcJPXH)D6b;b6EX0#wZ(1>?lnW{krv6o00ttYU<<*
z44&bZpWKviIlP{9_$aDbI@%I$2jFh`^nP{T^kHe{!Xo<rCy1DZHUYvpP}j6uyq_V)
zn`cKlHHZ=3J4Ke{4$#HV*GC^(DdXVHbuUV?D2^)IK&3~+MHN<2UkX|F_|32mHpvXj
ze=7TbPM&IhBp|Eewi_^iYDvoLv_PI2@DAUZgP*OlJSJDpgOPP-y8c0t-M^cY79th!
z+X?Ce`fjk@fm)^k*jR|_Stqst3P=cI3;iWzYHs?b+Ca_s|3CtkAcUeLy-)F<H*><N
zok<blCf|D?*L1BL4yn}xYQ{OB+1UF7x|XvY*);7N*V`F?<tZk11mY2)_N#XQEf<Ln
z5B;m9HX>G3E>6QqbFpgGe`I#>G7JPLP^8q2ca_IH$mLrxrCeh~a^LT31w)(|;cRmF
z16bh?um@DnWS&#~-2>uJ5!l^B;5d0MoNAv1GGTI#SQJds1s#3MWLkk>VKVp#s)gEK
zoacyte>nK02;2aY_L4P_EmII`l43aBfoIzgN^H<q0&HsSKe_&Kg1c=7Q{-;^`7YM2
zfF8;uM%JT6S?3{h*<;KBjS~V{Apv2=4(FHuFLJ<%=K|q*-|-dx17h+tHY!MXl$w6)
z7;=)P_yRx|i?0fZ!b;Y0N}3_8JFk1y-2Xz8KnYcDeh*OX&AY>R|2lYK-wgDT?dYK4
zZo-X+3h0-t^n{s<cGf(t3nTxYfNC-bInbc@aBE(cQXV#QhsS4RQy$B)bHHqM=`pY*
z{qB_W!`NlQ#J~9(z<H~HKe!i~eE~!UpQUNLqGV&f@??Gl`LO6WimxUA-^1B(0UeMy
zvhGb(rg~w#L|l*8!8UFyGJB3<5>?^NJ@6Cs+a1Gl(EpyQU-1x&e*qX-=^w5e7>&{K
z5c3d%|IJJ}Qh;M9xw3up3@%dU+cCvGpy74e8R>-y>+NL$25k?>H4V2Pu@v(DF#%qv
z_1D+)_j})g3(+|Mmiew~k2c|!zO)a;w!Y@FS=)C~ayOs6Zv;?q5Z^Uit2qNO^YqWj
zK$ULp@uf+Za0^JNxu2J1o`uWc*c_@9@8|<TPp6*&Deo@^o*Yq7I|j)y*=v(p0QWzd
zP<P$<qvQUKU3X*K`8+IB9PtJqXX|k9&8w|tssl7*OCvC$?r;x%A9Bk{P6e!f=7kQT
zI^hP|MiTbG+yt(UTI7Zx0DR3XgEPaTIXYdo*vrX#GBR)<EtJ@I4afq}xdh0HT8}^N
z*E#qsQ!F-UJLcTy#xwzm71BOjIo$|n&Hyq#VkUK3Q|8M_s#T-pP5w;1Nz%yo^mqQ}
zX9h>5mu_&gRZS6QIN-fZvAs#!;Vo?zB~8&|cT(f*Jt+|6$HOGE%}IL!SGMg`DvLQS
zb!B(O5#$KY-|o4~;&ZjA0TSS1Un+WXp!{8qLBlA?veTp8vhU)*ljdeTo$jrkrWgMS
z-FK)RCE3SNN#j3gHq+3I*Eo6c$edDXBFmcRF)x>l_u`{;-g34mPo87XwKG&oN2#IT
z#n$@CY-SgK`f=s~M-Lw@C!N-{RmKn}MBnGmCN8*tZ$<Orcng+(Z*~zU2qw+7U||jc
zk+?LfLj%|uq35F*GrcMq-vlX2tp5+&6_-aq9EE!-6<0@+02G=Q8c<&cTAStoLcS-W
zsE_&?kPj}V3wTjfeiw^o^DQ(t3#f=6;Eknhqh{sltZhb;fO-xzE6cZsGYF0qzg6tE
zh8lQ&$lG*wd4tW{e7P}eT~P>W=W@NiIUaF2?(sjXmh7^e^5nej-?Mu@n<$dDEzH3r
zyl<0@*+UE?lL?l*S;X1<K4b3!Hl?n5G}l{y2AC%-*mgHP2~7upa!sN@i_&RqBu-Sl
z{+s`nhJEN+v3Xs)QUMGKo#VxCHw~$91DYSWb{#!TpqSi(hzQ9IaspRq&%urB5=dl&
z7CXbkuc(2p-2P<a=Rb0#y1iI0!Et_#=XWd2l4uqJC*-meXU#K!P)v*9dG&V|Kxcm=
zoGr@tmH+q+=JaCHeJ?>48?9d`23b!ZSU+CZ15m%Gy$X1>`lBm-W13}Pw0~NbVbMK&
z&Igo0re8Y>m5}=Nd-U&?JpjtlL24M!3lKyJv_1V1FwTkAV<5Nww1B1>E0^*rxQ2Tq
z;SHE==?awWHfX44$xo$TA$C)yN=NfNH8+xGo!!vje6bOISVxXoXs533@&5IewzBc7
zJ)i_4x_aV3TKG$|Hxs6{d%d-JT$kna$ti-j$v9`D@pYF_lKlhUX-ou1leywWaFnAf
z5v(cid@xil->;>%B=YrBzcBOA>$wGg5;>?QeS8ZJOOC6J%1gG`fiSHpB$1VPxWOi=
z;{91|E7lRoSqmJ34yH7N<H?{yB4P&kw@@kl4nw(@`LEQ2U--mQZTy#!B-l&<t#?_{
z{mBR;7e17UApYuUQM7?<@oEx(zcPCuxXJSQk}mf{7+ayT7c7)y=^?O*w_noTS+(3g
zy}x<LSpAcop~&m|JU8<pv1z3BXi-Di9G|zGTibr!a-3~p!KJoTj<MgVh4yJ-jpR%5
zuCh0ZH-$sRtydf+)UHP|MJs?@{-#WE!?t#iX$&}cO;5k06c0rG&4!=Mr#|a)TL!lC
z)s^s>AUt=|t`0qZ-D(~t&8I3?>;iolL(1_dK_9!+*JK+^4mFf$c+H<E9Cw^)P6Ne4
z#>EeRg?n(IYAWrY5R`pYYg!UKR2u1OWKuc<w|5uD%tv%$2f_r8K!b&Wrq5i9x4&&?
zZ3@HwRPg!bJ8x{m8BnWl#y_d<&e=8j@Anm#>YSEkreF!owW(fX@h8Ded?HgoPBZ@F
zMd@wStcJRWo<qp!s$?U`>cro}dvV;R*qu1v=G68szYbuT&h$EX`1@B;N)xP{`-IG)
zSZ`pL(@Fj3x%NnpN9YUjXbiB_y0MhuOHaW-x|bjx;}Spa%{Go;-!@Kr@?a_Yw~DhC
z5u3hV3~zQ)e6<f0ARP?N?{t@9J70VHtcmL{JClDIq(~-xRe6q&yCEbn?I50bp`8>f
zWfi0|`RF-SVaHzz^%rU&SaW{8Jqt27z&D_{OMt^h&XMGK7IU>ds})fM(ZfG)h$kCy
z1_X5Y2(bXI<ygLSY^3|s(2J3#2<tVPo~gyIBmlmCIeX8{E+@~bP7xce<8g2q{4ltd
zZSZMH1KPoyLL$FSzAfJuWg=LlJlXcwGK<8a?p?2~Ffcf)6R!JpTg*RT#c!VuN9+8$
z%IlWfukxAI-EP)-TH@qjk^HEolC4k2)cjMtt%i(_F^8+Zr)-<+`;L3MHYK@P1R(Of
z$0A;<BeJZ)V`l+YL#y#c0zCoJ!6@}V5}8qJGmFnA{N9Rtivo9C6P9c|Az~_uEk()K
z(w)<B1DvyKR>)g@KhxWL-bP1@HL|S9^%uHR+lF`RuTDfW|6ps(v>A$VX`Z&(|FPti
zoUS|kq2(mMsnzzXY@>0j1enpREAZCU{NdfcE~zQ5llYx6Zc?;c<?)A3&%|usu<Uus
zT1CBQiP1n(XyWacI(DSdm4BE4z`6}nIEy%J?6%zQI-t6z!4S%9*QkwuGu>`3%DVn7
z@j!7viFj6Jde58W1{0~fh^2b(0`fC-84bwi3u0^aR-jmytiA(&yl;VIU_S_Qedn|Q
z3-Fcp1DTE}<O$1m91yrBkbHOoU2m75n&iguzlVz`fbsNs<HFLQVHB$SD_~wq<sQ<k
zH(5uzM*abf$Bn16?upE|z7`I+{^?l9uU%4PBo(w@P@P)dqd@{;g~OigJJ}kF6M?p=
zPmIc^TpVjwbrW2FM0M=-O5QoKmKe<`k=>wmJev+>Cq2{Y$e%%HFUFnb18RVTQ+SUI
zD5snq+k?{;$2_qK(2?xAPYEd=AJcF#PTnKdTGwrZic(o-=8H-ien0AYQ=~%ucQ`#N
zO&9HW6NJG9weLGPjBjM0)z|11N*IO-pWs1C>uM%}CQF7mX>o^F?iROUsR3J;muIog
z>H*H)1DaXG!#i``7j+C*KsQ6a*G@#e*E}}Qu2+FWUdpriV2ygH|J!$Qrx_t@hcE(l
zG2Xg;Dc*qcbg!4lNl+C&NB*w!wucXpA6%oYo+dWk#ryli7$xr0GRE9laKv!E4%DEl
zE$vMrKR;{=)<w48P5>Tg4al!@iwlrHFxCwV14KP2-IQsaRHVF&@D`KAye_5PZVq_!
zYPxaLP4|1B>C7!Q*7)*kY*dA_?Cot3KzEKE&5XXD*gH=3xQ9C@RC+j^h!O^S(v{60
zQmYHECLM_Lq?ooz-FIrUAb#kF9SLUWZl%*{4dZyL^HRgx5A5@kb)4&7efP7gT{UwA
z>iqDEm?mh^H^Ke>F|yp-*F_r7>+cBeIF7Y!20K)7Egtypgb=7f?a8KQLV2-1#5_Jr
zW^FNdW<-2PmXey?Vjf79Vg`x=v}OG2kY>bNrSAv6C&-v5cCDW!Su`(FvJ=r`<!K#m
zzPkFX&pbY__wgR(?&&btlovM6$J=;`7I?hzlG<-|OE-k;SJjZ`>6f_Vo;#&`5*zgx
zIcjyy$bzobNl*2Q!PlPaa5ZV*I<M^03$!)m5G5gf-({ir36}oGwIQq}>nYE7=h~$s
zzk&-aA`ofnL3SE;NqX9U9Y?A>S@d3{Jvx|w&tVZUt@p!>ApiD@cF`}rIiFW2u2h#w
z2|oPt%h#UN`XD|Yi#p`(?&%Wt*%ifbt?J<2V6!7ZoU+0zI}sjK>y{p|v|IIoT~vd;
z>)3&!=Q^D8O5oaE`#5NkCXcr;o~B$ignHuz6Vf;ljhPwo6wcTPM!$p}_#U)Oj#Exy
zIWxA<TsgduVfeHAP33QyCX+1zy}-&Q;671t3@^~24t#(k##0w}F!;=o(+yY>TUtqg
zp=yaW6UL&4*XoRZ>S<l<s`y4po{Qd&4%U19Hz=K!b90wOiuu-_JsgKh9~^g?U*#Ba
zKS8r^a<m9(r04#s>Nul#a5o}rT!xE2QK#C8%zWBomy4XapVrpJo-Bi3O58`#h;%tU
z(W29EMiAG<&boVsdz~D<IOXR|R%+v7JlFSx+QIe1LR7yxI{vK3fsy2tO7XB?e9lXt
z+f%=ZN?5Q@@^0c|I!wu4yrXbv;^qCIW1K)X+Z9-)dll;C!Kl1+Zi=>N)U1Bjh4CY(
zXyU*+Ez8;N^t$Pxu|EFRtJ<r`*RPme%LA_UrlqNF@8WXy>MCf5*cI_-$Mp>BN7RRd
zuOFEo9Sqw<&(l<%h?QxSFA=nU(RaLGPu_~mdc$apM!6R~XS|s57N~k7=e?Os2l$<G
z<S$$APRnHV<z^Cp(=;8iw4cI24UpmyYPy6xoAahjkLx$T#398zbKTO)<@`159RG^a
zCizOy`2JjJs%!r@(d>7RfleN`XA-`%7!Ny^k6YTEU5`2fUIH9Hk|c@QI3RJsYnWYo
zX)S5E8Hw*i`-*o2MeAw`RQlAV%}7k`w>W#Dn>aoM#tIq@k`nE5Tq9?Re;m2%mR?V&
zFDP?i4#}BNb0x#DxK7%zNUTo?yjv^MO_Za11L$wDGuqnsECzFE60Ll573O1{6tk8a
zdf6igxWA%XY{HG`HChBySS(9I0(CV}Cc=LKImR&CocvsN;HZp@@qI=5&Wjn>eBNju
zV;1~bt|OlwD16ebBY$;g*@@Cu|N4dG3p$e>{KO_$1YI6~+~@~rlXWIyb9oyn<ddn&
z5xTmvju8st!P2LLl5@F9aBy{`BFtw4-C44cIiJLF?1itja_D+2&F`3fm;!T>9T#tN
zHs`3DQDA%3X_8;kvbGY|A@gWKs$j%@mCG~)C8lV#<Kl3cpv;lu_LDsG@c}zgf(WY;
z30sY@IQ185t%kuO$uzdu+vGd$=}gVg8%5#FJg92qz+%%EA1g-K6a{CPgasF`Qw^qr
znxvUBGDfmvrH_+Q<OEAcqs~W)u94-YzU%&Ne({`5u`J=wLuhG@cx=A%us;5}l$9CF
z;ef`M>4t6BhF?!gD|_hnI1T*r9mclIc#rwFVr=c#+zzCS_*+9I!S+vH!<5_J!K&;q
zBA}*_m|x>bQl~9Y8~k~rblt|?+1W|c5o{UiJn!(c^7W;TS3l13*%45@q8(FCM{mom
zu?+e{J(s24?T<P}^{zS#=^J-<<4Nf(oqs8v_`^nEbSTdb?^OI3Qy86r()Ps@;WXdg
z=y*{Ru(c|2@|^J0t0bu`%8BA$&=bZom-4i%oC0J@3$LK#Mi-sswr<2w14Wu+@DY-J
z2y>pd?Y;&C=}qZvf05%*S8o|PS|Xiy*s64$ZJ=TYT{xxr2S&sew7F;K&-Oyl2$Vc;
zwmQaynOiT196CaJ@!5aJ`lzt9Ll=b?fxHcUM7qrZ(F}pq(^gp-y`OX|m>xT4Le==P
z^HDz@lQGLrAza7GFVyHH7^W?t;+(Opt<yBr1q}}e#TQSLJ{`JSpf_IB|9RZ%%nU`r
z#n!N9Duh}<S;Q4(@vNfAAX|Bt$@=+XJ7p)J4_wk{CLZlt^|DQLRYD8)K0cDerl6dm
zM8Uf<Nzl-~-f~GdO!Eo!J1RE8fphy6H99ed+?Arvy|s*@A-3oa4?Ei-dx;Er5QEG+
z2c9Ce9pp9Lb!0i_Rh}IAjdYU9^QbGHK*q^NBm4SQ{Iec<+7NnhIhypX_-kbRbXZ={
z-3;|!7H6#d_b&Cj8qY$pd?sf6%pdlN)oW}&<BV|Ao#ogjH<qfpecBGa@v|?#ed{NN
zCkqrZ?UsT2lyW}B<wYTg=SRlh*rQA^e7?kthtS`K`&7^dZPQy2U#dt!{t#c3ek17r
z<=jr_<`-(SRB}krswr~F{;<=R<#4HDjL_}ZyXIG@IMkFqM$?n&-t;N9%3w@-GAH7U
z-sV*L>C=kBW)xfbCgRW+`G>h17xw6)7kHSqaO`SO+|M?LCfS2Xw)h!(qnL<3nq-k7
zB}op3+;j$Y{IYe|y60(`z?tq<);gh$x)F`&$dY2z7$JM-lELL5eUnQuL}oF%gGKx)
zar=+0*G|ujbD{eN_V%VDQOorE>}4YwIwb;gTZ`iE5CgEH^z-jb4vF@p5iJ9S(Zt?`
z((gw#Z8}9%E3J}TGO;pav+Sf!Tx!3dBO|xnA74XVg}rzuESoO^hA+(u!PL|Dv4chU
z;{+HfnvxH@LHo?>Hj()7kt@IGB<+D(O?5xgTx<{Zbjd^WsF(+5u%+|#OoC$*FQefO
zRxa7~Zd`bqNr$%uW~po{=nlPO*ZAMoDTXdk<4we7rtMbxYgYZK<=zf$R5Y@@L^E=f
z54aX}z}jrGG<AFz*(fuzA}YDarcF>AVY)+PlP@4?!}{riDDOo44#NgB;V_1otd3+m
zX6cn<WWe^5)@jx}??sIWr}_{>a)){_)o&parB(zoTk64>evDqVaD`PHxr(%h+-&~i
zP^`a)>H!zs@&fY~qkDXwZXt!I<0;b9y50j~^I`tGhoZ9=xMIhfH(PSOnaaP~gKF2_
z?g*|h=U|^_hsBe~pz2cB1y?MjO(slWa0P7>?eSuAs8f>I*k(xXQ=YRCJAPAWzWDx?
zz;1O8hm5c55)d2|zMU8oLCW$jRU!bL7-gF6#C7~2bBk4!u;K4$6QN813pQzAyXoRf
z!YU=cc`24byy@bmuCtT;v>mIc_AzI@=!&?e{}uCTXTDNBu4Jo%WW_nfx&LfGuA|HA
zz}rtZd4eZ2S1Lap60Vm;0y*bFa^S=t60L7UxQcvs7x{q88qN3}#TCtZ?$cO$bbIMe
zMIy<CkJ$Qk&%Ffee9Xm6ajGVLx#uNId8;xzU82t#-%?eTMxUs*_{Iqx#F4s_N;;Lj
zMl8N%o7FTa4hcL}KcnitE!9m$u5Exdh}OxQt1v$w_b=v>>*eTq)59Y(TYEw6C~s%~
zq-3^ul7d~xh>q84l-P)j7saYs_KeuFIHbk9{q-cqgR5)}vOq9wAXEi5n(MrVvSNz4
ze%<9-DYJ~n!squ~wB>luQFbSEG|gLjLPm1yN71jK*TN$DkXDYnZ0L)x`9o`;dF>f2
zUe;eFmW@rCZ2I@Jj8PvYWAr3Gm(?1xTrA9RE?ni`oR{;oo<;XE^KsnYiIr)1o&!~T
zVShk!y7DMSzW*adUY6mC@9HU8KfBEM03iPThNJ!D9}`PYaJJcYP_!|0St!FAmtaC=
z$=cs;3|bWXdo0CWgpo#0l{U+F15LU~$NHNa>0QE<TzhJo1oK>AuLQ)RX};G5)OJ1c
zqI7)pN-Vja>Ls-<>*P7b`T%=TibH<pjiZseXqgpdxp!e~m1E)e7`0&>hdv{&6z>yA
z{2u>MW>SIo->M!O*gzj3l@Uo2#RBmLxoLK`={(&TO>mC9en6Ht(zP}nuH2+GYPyK`
z_OtV<tlQ$}j(AqTnJ`!;mfD_nU2OO6i~3zm)pAm)T*M?~wq>$5StObJJyI0HHQ?W5
zBl*f8^YTpAl$)!yl5^Jjaw;A()T}szLsM{uJ-`dMEj-{Ta$&AIM6sww^5GQ?<QI!I
zl;zFNy@15cKId(aIld($L4}9r!2PDix0219-$qp=RETnx^$Cy63Yz^^b?QRzWXm6i
zW84R~Wg<{7tm*C|GukTL%*UTTieA1i6c%Jmt9{FPYIh~!y4=cPW@O}db3=dIHBH`X
z!gOUCy6;E02sz6k-6G0>m1xv)U17Z!E+z0r{CtwJb?#=$ktg|iW6LIDdw#sKP7>pT
z(tel|Rg=c|o<NC|b6C_#V_lQ;y4*F>b#I`qPx%O?cN6ZUE)RB-q<45SPsGgT95nnE
ziHwG<mm2h=yvP0W@y^1PRm4jF?rqFi!g+t4F)QtX2$&=A$)tVb27Qy~&M-@1J~}AD
zSK{*Vh1#S#zp`U$OWAl?dw*jVmbdz6!oBFWYs)MeOv{sD@_Up*GRdXsmDqjIvwDu5
z?^#0kLSp#^wTaG<OLiyZBBnYgB>4eWwNGAhZeq=XZW7n8F{_v%a}gx<R9*kOBKURC
z`pR2IuK$Kqe4ADE2U`n%)(>$I&8;1sX1MYuD&a~(`Nu9VxQ&A=W2g&SsqUg>0q#^f
z(rcMNGA__;<gYTXJK+A(GRf8f)>!Es-Q{#y<CCaAqA(KwZ_E}SEsNyFFr}L1t*Wzc
zbIh4vyp*Zu9XrCCIi~<>xlMSwv^9j&ds=n;c{yOU>~U#`R?VubrXS|V^Er2uUgLpN
zzBa%gCVC}I|2GYkGaLc4^4w&vX{NZ`91+n3ucvyId^#B2Li*$PQj22~4k0wykZeSS
zhdDk5K_)hA$c*(H^I+k8I2Q{+xyqA;jQkiGjcA$pCdy(ivq#zU>zpd(6>N|4jlXGr
zBhXPd(~shzSY+J2+H-H+o~+AQcp)XyYGR<L`V#c`&cKH=Ci!#$Nc+Qa=~ae1#cGpb
zod#wiE7PL|JNCh1AC54zli$vPUjCpF(5<-VbLlT(Vj;^p-ESrO=Y*=A(`f-6Reu)d
z7D5f1qm#Mhx;#vOs7pyjgxWO+mkb`2>NgVYzWDn5`B|@Ti-P3l8E#epW7WJ1i{6h?
zKxPa#;$lWAU42#!iS`RlqM3+Hwu05X(r5|Z22DTvO^vC=uLWKh<hxrGd6(6%eSD8U
zNggQm=PE8=-zaZhAJ#P4U-nDzS>NaCXq<iG>gTOZMC~9-W1ndl<upB+j5vzs{hV@V
zVYj!L8k&HeucF=qEm9V-x-r{Xp9xgUan$X58sN7z_dfLZ&Zy7TQxoJCWSzZndEV#k
z3eq`u(5`v${0XJ`%GW(YPqU7$@rX5htdrlV6)~3uAwrfP+?Wk!^^Cln6%di~0*CC-
zh3zUyK1NOTRAbq;jQpTSiP7yhEk;<**uC70#qLN{Eb}HjBpWpi9yL|DPf+VLF^EZQ
z<|Q@|zCioJm3HrL=F1V^JJe9dY$G?XYn;V;ej}jDJwY>mK5;~qKcHZ;-dyw+_IUyx
zke2BkIr#fp+Zl9z1w#+?htjZn7`}`bHGki)-SDmPVgKW>-Hr2Q+h9m2p`~`iwMK}D
zv-Z=m_{~9Qd+IL-8vF~HB`;*wovqNk{=Xe^qqGpykM{sk7iu+06I}>+kTD<3S`3rH
zEn5h>mN9b9d!WP{RAR&{XkF|Rk(^m~Ed*NCWsOO-NzIu8YaluUPLeuV5JMY6$@sT~
z&QNo}l!&^IN~0o^Bo<S45K*GbK^8p`5r^-t_h~rno$@!&KcmZ7rtd6-@w(kB=*w+|
z1qCFV&c=@=Dx#i~Js8RBckG(8pwz30XvDsjyc-#2C9(W8FIceRh95I_q35@xWcMhC
zT1gqn@(??!*r%<Zy7sjv!B|tnp_rk5YAEXcHP(8tE#~Z-AP0_<azEmUnv}EhN<!sd
z%3Spii`iD|A^qK_ALeTh@9{NT&x|b?&ENUGXDfIciD7U>)&HnPvDj+)&U8JwMH)S3
zyQ`4BmDTH_v|OPe17z;`D}^=B1DV9Wo!F-?;E)USsb)#cEfV)3`I4^w2D36=D!y2v
zzm20Pmh6^^ubW@|p06;!A}Z}kOao2s1<dhQcmJBu0p|7uh}LUn8GIcrwe-iF#ikt>
z?K1D~EIc_u#CDTPw~1@jo9-41=s32n){uJHBW>r#iLll6aGYnTsaUTHM~PhFvd?6@
zFIe6-l<}Bpi!D=BPw#)Am_4nWZthbWY$<f%mn3Nk=H<aI4xxL_@7Hy{{%KjYZT|z|
zY{7Ct#^LubIrwFos+XkOX+@{bQA#~bS2>~1Z}E|}YHp;THE1ZOUmBZ>m}k=V|IXsg
zhGz`-pLcmVmW76xPm>C|EN46!r=MZ%5B4*9pouy1ST}*Dm|b2XCl1RPwZhd$uNS*>
zdqc-R!}IODf$Hsl!kM$RJC-#32$n2fJ6)IJz_(3ih468em1%fBQ8+l+qG**@spnAv
z^2JT@W%I4cLpA?axjj1dd|t+)46mck$4q*I#~_RDq0qjj`V*x^jQuI0hmy$h5z5Qa
z*E$kQh)8~)OWWOn)#zVhK3fj=08?)%ZMmzAPZ2K6d<nQK)h1W>rO;f?v7js6ag6&;
ztEtRyU<k%8^F<^HQ#e-9?Fxrj(olADH(xprqp@D%Me>_S6S)+R9E~O2m{2ie8{)h3
zYfAvhq<91xS%r!R6CX{X%%%J&^TOEl!%y>ARa`pfgigR}Y?hL3QaBHl3J>nS<~EDM
z7+jC-zbjqtbg@fy_yh9VUBSH5nR`XONki1g+w$qfeB-^!t1np)rc9^m8Cjz|dt;4E
z4`gd+F!_tg_#)MV{iLhxBf6!5S@jhES)^_RlQAOE`{tsK1S{8brBMx<R_+gT#O7ti
z;A;>WFU{FA0YV&SqIyRC3I1bSweY6z?>|^OOH#b8viY9n6Mn8n<rzlO#psu;+jk5)
zi0Yn;?IJOkJ;bsJ%gGW-IVx`#w7ib=0(MPIoxXni!J6c^kv@JkDy&0>!%Q$aV;Pf&
zl%PMK4(B#jLea2!W-wtb*(*}lBg98;I&lwYc0*S#ta4*HoXSmaDRdTX)hkdHj35bD
z{r#=hBsR?>$F%N?g5-~_dt-eP$Mfp}Mp&WfA(t7!6~n3l%Mq5<?;q@?_$@9Ney7Gu
zL{$0vb7RYsjmcPc$Je}JFI$5+jJy%8S<~lp>GM2o`!o&y{OEhfAbWq-Uo|#=;$I%!
z8^K{zmowIg$ld>0a?GJA8pgxr$q+ksTnY1h=hv$zn{|-*gQvhVzxUo^UwmPorT_Lm
zFywv6M~EggK?4bmRrAS5LSB|nMI_P+bx7v2k%aGx&Y5385Z`%$KWRuMIe(*9!fKvC
zP^6W@SAcT9oxE>a-*?HVnsOP=JQiQS7GLEro5)B5Cbpk^_xE-(*3&$h4jI-uFJJ9@
zxF1WThxR|gYf(&6y#>JZwj9X|!taWrz=DhbR-%OYnVvxM72UyEe}a&3wQTaVBlZH-
z@+_=aM@T|FUG8aF5=O6QsD@CS`&=1++C|z}q;7FoburB}SEIi%@5ki)gtdu4G*3X?
z^~sRqO*8c$pbxz4Phyq37O@N7N1s=gq!2w^(|q7Bnag#E^uFN9B9ZE%@c9Ete1~bS
z9IO@JQ~vCal`Y~gSZy7eg!^T*UyU@|G=%I&=n6cnuKy!Qua$qs;BdXi$sKYY<CfkM
zNFzr0{kARO^S&bIe7uq`QKKHW2G%Xn3>T3x=z3gCUqF5S@Z?+5d&!rpqAS)F%&-QT
zpE;{7iOCm4L?>lfjq0mc9G<1ZbJW(KqN|-x%YM0kt<E|+Hp00a<0?{rf1duHtLTrP
zRb~tSJXQ<cNvP8a|EAW#&BY@<Sp#Y{I*To4brS~l`I=w;!M`>;tTL~GnQBggLF=Xt
zjl&`nPrhXAz%ljDI~SUrR^;AGM0L8Ms|3$IqTc)&x-quoto2WM8Iw-bSJZw7&lT1v
znt<B!q2FWAoH<t4{i7S}ug|To4E%gI+am6VZnDm|r;zo-X$JAORwlwRu5SY-Wqw~~
zQAr+$QayXPeLJM3!?~{{e%)z&Nm9BCy5?AnR5RUZN4ymRH{FDzf&Ew%1Zmdf>N=50
z6`har?)pM{BC=NK7mG|U54ye@<cZWjuk3Dsn@OPs()Y!mVfIsq;KCqE@0|0yxrz$5
z=s{a{KMl5sI&9Am_ahzYX>L|j{|Zhxn#$(NxY=ng6vOjo<Cd1?>68n&f{E_F>Y+fy
z{B(?#hIGT?1dv1s3D!!%3=)VX;WZwF?#Yp@2czGbzVl8+ufca*`fNFySJ-BlGHk8(
ziHxD6Wdz9=KMNLpSjI0p`)K%<pmjGYbzNnf$sUcHIV~_1T@6BFq9wtjUs!UCMq`;S
zm+#_2=`RVQN9W_EFxOW{Ho%w#Jc#kmvY!S@2a<zxA+1n2jeqv-#^Hhd;0TK%e8xnW
z-Cahum_noTgc2-`-<pYKN{Gh)0(a-?r+uUe1NUKpeb8vUq|eQdWsyHXNN^By&@}nT
zlR#KHQkm=*7BV)HIH7S*M?8}H%@qV0k!I5`$s<S;Cy;Xl`8-WPvV)5ysm~$Koj4R_
zpS|~}nEs6vV&MCpq}Jrp-m;Op(c?B@4VLV-FLy~J{DZC<t(w?~b+@c1woFX0V)?0c
zh@Abmbs9Nj^jFJ7;eLN!<e(?R+KWZ#Qcw6}3HAa7M?PNQwMJ&$>a+029rU8*b55vJ
z;WE+Q2qIJX)ZtK$T+33UNM>h`I76LFI6_ER66<>ZplERQPiPvkRE;$+HVeV0U$=!^
z9Z(*AnSoU6+aav3dG7V~dWZ3#Nb~N~*b(oSWo@Qkq*W|Z{WyN3sgrVC;290`3|Xp1
zgxxrJpxzeeMq!Sve!h9K2rMTvX;6$)O`&nsh(<J}M(LL8Jd4!(kSLMq7kk1oe>AaI
z>sUF2znCPJZls&`9yT4?(c{2IJiwI|WDT+8yROrnjaPG?6>WLZ)L7m={w1<?q@*o)
z{W#zOHgp7g7bTeP2J@~f{ZJKGssGl{37>tZ>2h~;c#N1|Dy&6or@tl#v;XU_mhsxf
znLwFj_n7l^>*(`AnBo;LbouqI-}9}a$<r0>$#+>-lkWW^Ny>0}GuRBw>Rg&U?`vn>
zD=8)8hMYaGI95yRjl45lTbxgs{p-I=j@*e&Bx;uxOQ2mI`DiU2HH?kq?Xpa`TP2{~
zI%QgBa>JOf%9)bBv{nMeOX$|~CDMthCC@AJ<g3yf;3_=dHcSxixu=_NU6A77WrVuN
ztD<VAyD4ri#d#|jw<sBAqAYgOSrRM#b8kYj#G~v2=be4{#=r{eearP8`{g}P%XgvS
z1rb6^OukvrvES)yE>(2v&vM>cI_5th=K55)hgNIa(n9Y3CrakgeP2>0EW~4D{3<P1
z&IZ$Gz<KlhL*Q4>fx^`no3H&-?|E(}D(;<|Cfw{i?__noa9AaavNG1X?%UPeoA$*X
zU}mn&t=@||LmcXvFmcap2OpFF<c)Sjx!3HA41h-b^QvY+RN=YAcG0Visd>)ByOE4<
zhV?*FX1KypfXQk4x6^IQIN_h81OL}^phujlbOJ-TqvLFIyI^}6S*(4KfoZNuql6{;
zei@heX|IYAXI#Sq@Xe##yMG&Ich6k<RY+2kJvHIPKM!LwW9HtB?ahZMQ?*!U-*xfS
z!DSJjb%~d~c?I{0M45pnhsj$#=0A+HiB!hmV{URNQ_Y<dT{&(B(`4RdQ2YT5uo_Qv
zuZW5#)r9>vgQJR<DA$+Snx0FZqIDv-ML*};9?9X(=5v3YAhfoN8>h_DF5d0c(1c<3
zR>~2Rlw*H{4)TDVFPUQg`mRGR;`*yDt#JLh>C-{>2UV4X`Ryc3#^qWbVQk{ea>zHf
z!Pbacw5ipH{x=;ifoK|o$K}|cNvMfZpL?N>yLR{#XW1+_@rf3Drmj={D6~-jqTL|a
zG(L-wnN<fW)qSxMs(segV@}!?>b#M6=TjWoG<!I^0VECKrx?xjwmHSgq?3rL(z&IZ
zXKA;|nKbMSR64J#ZX)(f{m5N1n$nF>*OXSb)Z5slKhX$NtIS-b(GKI-L+2$VFCM1;
zW>oR#-!_TvN$%s{k}nQ-73X!`MXp_}&vyt*d#OTZ{(2Z^!^Vj5WA#h!HmriSOC59k
zKa?X7Uqo&dPM_#ES)raYI0N&a%wR3(yIfYZx0nsHzjLz&L_5e!eTu4#GWTC{-t_yD
z92vXl_>S9nZkc@BEvwFQNomY{`{|A79CO8q(mdgSZW+&<uA0NTxH`3(zUAts?XPL~
zArTsz)qi$J(fr%8ujsZ~Kg&)ZD4=T>uZpu#&MqkEf*l-rgR|P0^!uDm`_$l$KZz~+
zKGR6H{&ZBC%8;%3*R>&=e}?gPqvpt+qY=&0=D9?(YNi3Kv(#}Zqhzm18+)AyHarr5
zmFY)uZ_#`t&aoPZ_SS*yi>PWP4SVQ|B1!GS*8gJr3FN|}lU$!=?*K>qL}TOPD$NiX
z@f}S&amYhILaVoVpFgR!jhwl_RtlC!G!5uF3{d>S0*;wpi%=z&N(LkN|9M7!{c~`5
z<Rwdgd)5m{!+uYf966=w&nnZnflRcf9pVoCJjL=qA=<B_*|OWtbBBY+&=H{>xPKa7
zI!0t6Zr?=Q(PHK}m_JaTUh2q=mTDXLSngLKrSZISjXj9ArKZ?_$(kTU`f+i3r-9;c
zsB-Rj^^;$OZYSDg8h;ey+yfCs{LWOg(Hqsw^K6L%z3?`+1gY{xY~PO?Ur&vl7N+#$
zA>wVAAr<57sUn95YGalzQOW;^d^2b`1&tDR$nRVvE1#9!(^K5?ifB?}N1~^NzhY_I
z%s2ez$`_i+s(A*G>F{9c+wQQJR(hjpQ*1G$G72F9(EW*({*2A>2(QAyHHJ0??F_-(
zjiztEd7>zC*pPIHHP0U3r<aWtKGVWAO%hfTO>!Qj%;P*<)A(f4%7saJU|Xo5KSAiO
zl*}R@F!ey_uFrZ1o5Q{M?DihgWMj0h+Jzzwo)QWcZ)3_?p#JtC$8mvo@aHfxs}nhq
zc29z=;q)l1%x%k*B352JLNmrixU6DxP%|Ivv>>x{fz2w%)5X%vO<T0weC;9sEM5o$
z<h-DOvg&$fidQRKUu4j4UBB<6_WbZfnJoe6@X;6$oJ((gI~aAgw%+MJ$ep`Ddcwwx
zL_g{UdG#RmlbR&q$e`cVSG_}1Q^H_XGJ(|(tWKEZ3^0{>>!EVnW^1)a#E5vf;1&20
z&2$f8+*RfB+%^PaMlQoJ=+9gEDGo!1K12>0ap0$#$%EgrmblfHLfh8okkoYZOfI00
zh5s(k%WzjZQaAR;KuVpdc4aAq$H5(pGZV40FxP>EhMV;MynIC5$?>rvQzbM~iV7{;
z@oD7B1P>NE0ZQeCYhQ**QF)xTP1$FjW>ph<;*g6+>K#zaQbL!{ss161NVpKXLCQpS
z)c|RJXrjhjdW|4vSjcdy(3!0ivU=;AmA-fF7BZUi>tjYW@{lLlRnWJq>3b6wu6|g@
z<tqsHp(8*f%k#CS3cB@LF54Aq`XUOk$M4f<kaae%?{k%=B~q5o1?HDVgV`3@A`d1g
zD#V^r{rK_Fips2z<)6obi1$hniRJL7<It>HP=+4z)Z<U4IZc$<&Qy9fl<p@`Ym-6b
ziog6EE=V^x3j32Y2F2#pE$}u(O{LO-F!6Z$8F=1)!)~-}Fj5bA^x3?3uuLuOmdM1N
zQhp;cGFuPYLH-RY11|u|nJ6BJZs5>Pb}=Bdk6R}c;UKD1e<tl_2&nXKQ_+|<oK2vU
z?U;68kvqg}>EK_k&$LDSy&m;E3Vt34q)6$uZ2DYlAbq8one@&ZlcVKEgjpv!S6KI4
z!3UpQed{Z7Of7pUMUW}o`}iWGrrl7ZfG+d}4E4$7-)wpu%Cn8#j*CPuCL{8FleXdv
zJx-Dz8cMoIg%PPBYZ^W#|9_eHC6q@iu3fkS7lH_#_Z;K3jI?kg33kN|;_*P0hEiKn
z71XUZWFef#U3UerH=&i)eJIe#*Etyn9xL#n&Qu-jVopiEsXQqJ|3)7?0QVlYwJ~s1
z@kn9b!`s0efe3k6Z0*mGSv#^Yfiv@p`ibli=zu#)DWQ@9of?Z=TjYPgx+vOc#YbTm
zD`}~aY$#$D+6{bcss`0lJ}hc6A!sD&s+|ly1|BgTB<X*j_f<0R@_3yDO&T|3K^1xg
zX19~5HGrNNA`}=cgg2fRk{@TZjoa4s=$tg)mU8;m`cLN2u&jQsh$@(><9q<`X4+oW
zk6=XJYbC5Iak<yl`Y&EKY>)<Z@>>sq{v#~#i5`ln6dtucex|?`$C}<gsXiVIg`7^F
zFWz$i+X>7s?~DCo8TD_zB2|lLn)KX2A*8MEsVc9_2<7%{YC;5VJFW~p0U_O!*Hu3?
z-8RwX{;PeMkXQ`$W-z7YIS}aVWpHJz%+f4MunB^2>2IV+&1G<XZDXHbheLap)<f>d
zW}rWJJS%ICv)d7h10SHGbW`8*i9M*)SV^;{I8OJyKC|-=Xps5)12m9QW90Azz0Y<Q
ztcO0Xn#TuWtAlBQYa8J`m6>`dPcqtPsqzx|Ir70WD7|~u@ZXITA!PwAM<_>&GN*eN
zTlYD*mt1d+XZ<A-JppEgDkb7O&k#k<S6Q=MS~>r`K`NX;s=U3pR!IgI!T?nnJl&os
zQ-F44lR#*gFzJR7$b|9wlmq-o`$Y+wy6Hw}Mp(?eN?16UQ;)Ebsi_Hci1DpIk;z!O
z7S5-f$FXGn_ay|v+JN$%Kt*c|)$-sGb*Lfb(H!$`tRRe~5aO$m`19aauwIq&^VdYn
zeEK)Zk3m=c6NT&lo~aZBgshS{0d`s&3w6C^$7em$sYdtxAdNnVEE5Ocq6P=c*p=6u
zzlrNp_@mkoKpJF|U%<nVHaCkvdx9HsunUxRBj^#N<v|CX5V{Z>MCc5Q#LAOwW@z>#
zKQjM_Gi7|1%aYA1_3dL6!=Lh<1hsb2!2hdlaf;~)4+}W8|GC8I6I28APfnQASmSGj
z=zO2aL|4Ve4{2($@y{isFIdz^Vf97IvMyEb%aUjTn;v>8Dz3lp91Vt$E?Rcb$%M$Q
z;bEuICV4b4D6R7mW2Tj}fPVra1l|<dVtt@)ni8pjKd=)X#3TZ!<i%MR5-veRD#Al-
z3;xmPG>L)wU{UCyQs#6KR^6uuSQDGuN&(V3Oq37v9G;T4ayw<5b3FbcXG!`-&VTUA
zlK6d?zHWz59AEldSU!Mhs!JzwJO1uXVC3UFTr7yvP)^O8=|C?LXZZ0{6>a=h&8qU4
zsydK|_~TCSD9R(l3`7fOaV0Pbi@LikG5T)`|CS;U$n!;^VJcEDWped|o=~b=p96Wj
z!B_j3$I+p(Hto2d7CGXF+|qmvpkMIeADTUbmW`0@3tt%-6$EoL4nkgO1y(xfJTgH5
zZjTJ^5)%U5FU%bK)>RR+XnZNtAC0eX`CzigHgx%R$9K*uVp_=qUvR?4h6z1F^fSe5
z)FrN*;IrYP-#@SUH&PlB5qwo&;`qdmWwtQegy_SrzHB10|H^W}t3;tl#UEhgP<wT&
zsXQK#yw`N?D*S=a&9(ij%zqC=3Njtn)=T4WlqwfU+Xwkh{L!&bMr6W6WZg!dISt#*
zK<J5q0S}==?={|$(&h)IB0F$4s?nP=#91uLvj!?;FcU}cn5Q|LTX*;n1f|k;p;)H2
zF<^7Tige5BSh~SC^h!nO7lHX-SvOt(k>scQ8tT+&>J;Y<`tSJ50?1HL28tc5oG>b8
zaeJrKywCVAlsm>%x|9gvXD~H`)VyPR5VDySg>QHDmsUk`GZA~=XBe!^17;<to(T8n
z<IadPaj5t2i5)DI3`!Z`{iArb`XsFX3qd;wDb@!@T0S!kN`o&F#2m-+wBmdj{S33x
zeZl3u5Gmr?(Ga<im70V)PeT7L-T@|L(^_$2k$2Fy4-tU~IKTONuaU7C?TN~TSx3TK
zk!!qwykxroIh&`Vq&OZC%S;g7_VEA5)^~to*}v~2Wsj_eo$O8aCS<SdovaX&J<3YR
zDC@CTD4CJHcRV~IWbeKA=Ks0XyS~5waddR(^>RP=eSfZXUe|S=c8T}_H3Vs{b2Pc3
zB));@945>gak^tCwvLa+YQ7oT5~?IViBNe+3C`yH$+Nj)A5!Y}n+YoRHY6sBx{lyJ
zUG6u$vODp2JAsiPM#?VePgzoMtqbL7RJ14w-<0N;4!E5pF4!gde9Y1n-U!n3`c4~X
z+peEslPd-&ELRYZY5(|aa7@M5QI9ekDA7<K(h+^F!0<;`XjM{e@fp--npYi+$L|P`
zDW0NdPEj^Xytzoy=GgZDvxvw$D^%PG-$aSgB8qB@3LcV3)e>-zB>Or|>~lYSp@N?=
zeK&qsKsM?1v43W-^hvng2!{aVbF6^dzsReP#kHoFD>>i_?|0FwYRwnP>SkM9a*gMT
z=smG?yxrb^&O0hANHNVdG2__b;r9aaD@e#AbQi9D5$~G$DGoXFC+`F~3MUVZi0?#`
zVoMlWp;>p$Amc4poF8VriVxSPe1Mx}<)3H3M*ui7NljND|8Y&=7xm_&+M;G)_;dyy
z$i9sflPa@w#Ih6f`y?MOrikvUi1ZLfa`DSW@IgBMGJ4>%Z5a9c$|`wRxl_-O1~Ax7
zfJ%l=@oc*oKfo=PuQ7N&>^fCT$zc1V-6;_+KsVs$9@p=vz}+Y-cwejuPx9dAGcEmu
zvNFi*(jFk!kuG28R@$9Bce6R2t;o`~Iz2L)bHuJnv$r_s!OEYsNZ+5FSyy-5+39X<
z-xeO7Q%hw>Bx|H-(ZAkDA$nSzL#f-%yIHv}qR={=`YnRj|7A^UNnZ0)#|4qF%Uju(
z^dl}wK^6O){oaT?yB=zK6jo*6k4Wl$bL;+!almJyBNMsMjd7adnUb-8o4lCQ?ch9P
zykA=S((2Vig?J{$>&Ssfuf{mcC3QO6PlGdU?>|VjB$c>%3~wKupIK|x7<xI@_f@iQ
z3%&bmQ{ICvEcTg!0P2#<Voz12M@GW0mRR4-##)%xMDT~uVnKI#dsC|DJ8$~2TlM3l
z8sW(!ej{sA2@LlqzH)*Tn~Qp19LH2rj00fkLj9s7v9TkTkSia1b$Px4c-0&s8390>
zj<rdR*aYDJ_@d~cKzZX0(h6v!E{sx4H1C_5l6Q>uZ$Nb)ear6a1uSsyJFtiTQ+bSI
zxrjr@q%7SkZ|-BQ!I`BYo%-$*ANTV7O&On1Lah<Hi2dz6JWFf${^Po+xFUm^pQ5Xy
zH)BJbY(46;8WX%1Sd5qy7cGT0`gMfK+m2_v_ojcf>5nz>vxblQNbU}zJr%M~@+!`m
zv>bJxoh!M>Xx)9jo2Nh7I}=k@S*J&afH5}Zv&&i4Mc)%i?r|AgEOirnw>vDlLIt9w
z>U*$-PkfWn|DTuhR=giy97c%cCf};Gq`_1w*1UYaooYUF5H#A?Wmgg*b_~qJ=G=e$
z!PaQnJ#@@1Iz<}Ab|rpG$vWZDSiXFGI+5hqZ+1-|UQnC!^lh&}?8zJNWhpSA{a4)S
zu}Y_A>mWSJ4G3aQ>yU~MGB%IVysJwa!+PcadVNt<;X0S^d{SC56zufH!h}ia;U#w7
zLXx{=Hrw*2N{xhv$o-CG^LjzA8D;Y$ZXc5OJFe2}rE+cZ9{1JVl`h$*Ul!6!D*DMg
zbRVkX2p~$a;L(rr|M;8N=%vEQsH(+CXvp}ZZlpK{Oex<cW$u<BX0n=IQkZ<;vp<5i
zCZTP&4X`Zj2r;sn-go)@V@P)y9n<!KtCkK^*vkMKlD6%<Qnz{x6~zhyHXSj|n-Fnt
z2oYc^gN3#4_Se6<ymy^KzD6xm<~psFCcT=)pY+hm31x6G^z>D%j9B-HhpuCuRubUu
zgT&1oA!5rQN*_1X10AEf?~arl;ZZqbK1C(<20G7;wNlxM7G5!}n~6=Fymka4kT&)E
zr+F%mbd<(U-Ug7ApD_Q9K#(dEp7;>s-$~h3OwU3eb6-r}2sJ*-NaV4JB^7paP#7?b
z$rpptgHdQJK5*ELVLJtU6pmfr_v2=5?-&_&U@?3^wYkX0@Z2VY;Lk5itHsy~8;ADX
zu30IIoxkJ*tDpyUCWgt-DSFB4Yv$>Cu)n(UpUYq6+_}_6aIP-Y>umA{PB1((ItyF%
zUG`VUp^0Lzd~S=>104r6S|eL6CqTC8Qt?+Zjqm#wiF?)uP?w=$p@E_JVu+RXX^7xV
z<|pWSrOdw4XQhiPT0-{P1XXN*9x+spL(y0fCBZZ<SUOk$y#}y&V#WWwk5dj-8b~Z=
zOqB`ECxAWsGkzhHW)A&h0Hw6PcepLCM5M++>vRKbB|Adw?{#5z?m5nCkPk1yNA51t
zM-RTrlzx{IfBn58X#zAboR7ekU8O2T$%ZW*#WYBqm#)@&EtdD!M~A}5h04IO4{qmO
zz6vT(IM_hFB4uwtMhh5z2}XEQNyU7;s*S%Es9gCJs(VyXu$$P@|Mz*`RWJdI1Fm3l
zSaZuI8!!}d<oR2M)PMu@3))+JnHN{Slo9$S-nCdj$zqOEO69NebHuly#(j6pwf@vF
zNMIQ-D7J&{K)6#L7W3~Ex)&niTg^Mo|3duxLH_->Z#K<q)fct<gIE(x?JGFIF*3v3
zq=K(>jDWH)?bADuFmh(_PS4q0o4lKY@DeVfzpAqm!iweW#IXs_&2^9cmH7*>L0JhB
z(W>Duc_+US=Lc_J4;I<r>k$71NBs_(>yqL&zrJ-P+eWOygj@@x+$~GC(Sf9b?jcYn
zsLG1fV}jvvU#BS90R?ZSF6O%9sxvY4lf7D~6R$44T_K8fh{JRppzIr9z8|PglpE+9
zX0plrcG^rRdd&q)2AwQ_rC{J^fB)&tM7@DawnV20!>`dqO<x2$Wk#wqSEK}h0_G(a
z35!Fm=b;POrgwn_-bx%;o2;)VFHpVuwV)V^X#kwAbC7V11t<gAfV4a$r1Wz2*qQ71
z`CPaU-fg$L@nh!y9$e_`CZV3}Ezk0fIW$kLM*<WEQh0Wf2)5+j0bKm3e3m^)k><eR
zuyK73=CVK9n*PURJ_#XP_*1?*+rE<gO0+ABZziLgq`As}fLXkLt@va`;E##?^=26q
z#OXM@W`6XL&~SjdHBj*xMBR*goie)v5OW&q5aQ8JEd9tFe-g?%_(c2j%I}x@fYcYF
zL5IYt&?wv*$N_cfMw&lvU)7gxm#D{-&`mArqHqNdmz+7f{NG#LxX<CXWm3LgHhRN;
z5daRZkSw_t$7gpiKT!#&l}Eh+^Ye3{m4PQOG}y`=mB6qM@ni`Z{4RiBqes(T$tQq4
z#Oj+gG8KSla}u&JTc35v6@rT^LKlxeG}QhbUjBZu;EOGG6b06A(U6jpA0GpZ)e~TD
zA&So+1>)xuHSVS|sFK>zZVPG)IHbIATy2IwXX5$BSS6&H5Dsw!G`$nF7-TJOA-G5L
z=iBkXa=KbF9{%5(Ri^9xqRn33Be;rM4_Ks0RBM37j5Hk&#NiVZUjkUF0TCJ|rf}l>
z@<BbD%8A<jp=u=6n^(7ij{;HVjsiU)Kizqtz&&7BIUh^@V!lf8>N>u97*;sddf%7%
z|8v<TeCS|HJuhV|u|R>?fjz;V8WtT7P+&1V1iBEFfMU9X6{42`v^Wy)E$MjL!$=ol
z1N48qfDbCLRguG})Uy^y+9n*C5^TD^fisj(+6@vz7AsDJ4z4Sssu};sUjFrblciqo
zukixmx2g49F|Z?@R_X~ROfb23F3uLks=*$8KPzB~faD4o62jWw)c_r<U(<iU8NJ8`
zu)Z|~84h?IJdl#qcW_9av$_%Ie!X(lfSjloyE^4w;qJfV`djf(eDI%1D%El=6!2j{
zqFKT>hzsu$kmdwdfg!3-kAlIK08J@3!;#+1%wxH$hpUQ`=jk!#*j@<{ZQ23ec3h|L
zdPAjBls62^po{%fp3(ti8bLWU|8c=-f0u5<{*WL=n4f@B;`>8D`cnaDdRqV*gMiLr
z$49zRZ(zxdcUOP@eo8V^KrO@p>dgCds*XTBysSW_t4#l|Lp?_eoPxU?<6npj_y~Xh
zdEh60d2v1tEy+&hp8=QOD+0zjB;L0t0J$>A!5jj~=L(}*k4nHY^2Lgmf{sU9$MpJN
z79-Aw&ku2(LQJq)fCe~701o)Wb4Yt~HGW?Lgwu(257Yk*q`;U)qYHBW;sO9=lqL$`
zR|?Pv+!y}kHjh5Ea7HzQ%x4?Y5<Y~0I~L~rQgw;oAOWRlw=el+2^Jo=#RH-HSEWa}
zqGSc+xMN@&ZxvTy4&N1=%WA;STBDrx<@WCrtqeVcWRFGX@&6pH$SB~v7ErTn@AXQd
zLZ%8Fm2$G+0MI$Gd=7|hUBEDsYjy(&u-N!Szw0(ClmWsDz`8L8y#Fd73z0hn3?LJB
zfbL@8RtC)<Ou@tyn96fgI(g7E`L}0$i}A?xR==tNs-AxXNC*}I<NkKWu$yhvM766u
zU;$ccvK5YYI|4L7bv$g!-~J?E;-~IlCIa$cLV3EbfIGe#lCeX3mZ9<cw3ad==bH{?
z^J&G={uOEdww&HZ)RTkt)w-=fc2xV@FvmlHh>>)+oemWG%)`=y^a1#bB@dj0Y(f%r
zEM5xwf^r|Bl*Ip|JCP4z2!QbCz<aL0ykF(>`$^uwkCcPo5Z8SFp9k5ijQXItAbBIZ
zKpK^VuHmj*UXW!9&yEgr1kWza*^+yUg$(FNK=jNcY>ybBAMLe3g^09W!30MY;9P36
z`!=Ap0YyQnAY8kWFF)shpP&aAAV0GCK$`yS??d~~7vd54;z#c$!6q^0;wwN2H1@~e
z1LnkPh{zb?n!WP(t5d@)Kxii~ioW0Bx>pGJ4W-DC(uF8I7jk0b5Un>vuu=(RgFfOE
zD8~JMe!Y399(*>fkJ<n8692qV-xTU1NW2&<h(B=qg3PUy0-Ty3LBt(*ZA0f6&)G0O
zKYUMcQ_KlrL6Y`hzxQi1G4#H~yYTq|sdJNuGvIoD3HU-ybPh|*nF>Sxyi6A4_!iq?
z{hW}$F*oRj#Sfw9zA>Fw@>cu{fg3oRm<tcoW=z$cK$bH70;CnUqusV`Yk-}0?XL`c
z(PY=&2c0A<GnBmL%FVjdDj>r(K@M~{H$G*Cf54dHt(&ZR0Ns`q7ZlT;@;w~*pR)?x
zrf=-MBA^7tf2J(7{`k`&m_=OXps~cP0bdM5<j5N!gK+`w$Pow<u_lCp<eq=1(73*7
z8+ycV#a#(277}d6AT0st5JD;(kjk91EAdOw-=_(e9@r)M1=7;af1Kg(6gX`HHCF$*
zz!jUnz4<Hfq97qdCa%x!!{%|7KxMG&%I5>3XcmTTTbYS83I8>RE3eRtj{+rAAc;tW
z#1Y2<FF7leR0_gTy8cWffDZ?tl<MGBum2q6KQG=F6|jwN`$_h&iOCW0fjhhxl>kL6
zND@OTw$UGr{i(VWq>Y0q$}Dx|X@AO3fqg?q;D=xAE+Sm7*7gC1(Y{`2pW~k^^qNBf
zv<qGHUmh4bihPjyP8@1$)1!1hG6BiLby^CW8B@Jo2rz&+OE{7Re9n&ib~c?-PYpPV
zp?!Pa*{n~>;P)y$ngX;Zj)3;JR0t5rjDvN;F~Bmg2}V@<0(dlIemf*VC=*^yOUzgJ
z-wgcfB~x*jG$54&1Om;T_yW+Bje(_lwWsR4fT{uHqvNiIg+{ewKuy6Aa3#tqb-st1
zHomY1AcHa95=<!NxidO>F}MzP{<oh)c;{7t*pA+D-y$M?DER;LV#QH+2uyB_-ypTc
zuOWv>z$<|*)^U(V#JkZazx<FW;_1@CW&5iLc;oQfoJ~+X(+U6;oG<P@2O!!~2@#x!
z-R0>N0Xx_dKPDyO3jf@f)eGn_&+$DP_`9!kb&NOe7nwBrndpW0l38Q|H4{5Xkna{o
zC0LW>;RB3xUD;PjcEX#6BmpNs0tDO|5Ss%Y4>HU;$klQX;yEQ8fzZ}o+?E3Tq_`(R
zn$j<jK8*q6pMy3ZU4f^m1|xWRBJ5h)zrAp8E^2s8Q-P*^^2&d+MVxy;zE!9KGDuoE
z^&M=uvcOWB{}|xI)8UG6xiTE?n<i9EP<8NBJ!%~YXNjS2$VN~Ys?M3JM>+2Rqo}l~
zLLHC>AlwZU$lCx$t#iMx7obh&0#wT6aI%*0|F|qGegKf(4cDRn<F$UrBVQ642gru(
zK`m)c>|)RdsOgplK_*C2EvR{gJzXeGff~md6biQQ<&-SuyOV|Zp57JpI+6q_0AMP6
zbt?@99z?`Vkg4#EfqA)Uh_DGRSX4JZ_dRMH96?Hpp<<(PpuiUsuO0lC1)xIsiC<zG
z6Lgz@{}I=?68eEM)-g~Yt9~^?FV0a(HF{D1`*AQ6LRbh1*JlB{ky4Jx^jDV`f$?q@
z>QVbe9)}y_opE_pq2gUPe*r{d9He7}L@%I0WwmqQ_nre;#E&L@r+_}s8OQ`G{P3~+
zb6s&l2usDV56Qj%pQtIKYyyOJ9U#?Vv-7G_v+g(`@3v@q9=9iI2f1YNY625h1Y~el
zyc59omPOCDq{>?e6e@u59Z`21P$o&z2l5f4#6blLs2<S`5XpVrVeMw1;NEh7`!*YN
zq#-@Q4TuM%{$!wVOuKG}_(}x=v_~ssS9AYrw}>kPZrFJ!J^4GHLy=PrRi_!E*JpR{
zhDDMB<<0NsBh=76B#R@>H-Og$>=XbJSrcc+yW}?B1$8GY((=L<b2#LJrG&jpccs%z
zQQa2Z;()wMrUR};`IC%Oz|-LXu|&Di>zY9cjZgDRn%`fhj10Xrq{qa6_Y|%^4XX+g
z^&U_`^k@9M*ZPiJXb{roTYh@=j9#Okg*E^Uv5H7Jr9KDdydpn+K!qI&e^vnE({sR|
za6a?{6SxWan<g^Mot2+8a!7QMr_S&2+QNXyS>$Om<wcr=bQThm;csUW5AvoVxT~!5
zf6Y4O{_D@5f&Qx)EbglZM+iB$286EAGXAdCIwW4}x<XVy?=7?Ouib|t&~0o}o0;@p
zv&20a!9f=3ACQ<B@6H1zebf~hlbyNm8}GP#9Dv7NmNegCQHkejh4eD9);0Y89M)1K
zU`={cbe}{1`$lL`Ayz_2fA&@~DWN^LWzS0}VO6W*{q28q=^JdR2Pe3sK>{7$2={Pj
zpyUvFN5G!)9>R~bUS$x-jsZiuDg=eVhRs+(^@iTPxDV240_dP(#{rSEj9E7xB;tY2
zYi>b0L&|?)FM96)=E~~Q{Mhh6Im!|*irj|^NX%EjX(7Prp6~>uItf710Xyg3;425+
zkKTI#mN@LFqY@x0JaLI?GUhGSrTpTyyQbYW&vZG>PAtVv<7bl~j{>WF=>FnfuPy3Q
z=sVzeAuW+<cUDcYXcrxHey}~KVE%X8`2jO{MhW{ppN#(djIdF0!C;gt5Vk>$vSU~S
zg=-!MY37}kY!IA)Rngysz!<X|Dcx-}kS377bpwE6IsqhJ*YR-y6klUN5KWEb2c+tB
zrSAt}7^XY7x%~ko9B~R%VwP6~q6%$kOEplL@Ws=GO`A|%NA1dq^YyhiI4mN3=9!Hd
z<D^f2zmSJ%!%(Np*7f23f6^Xbi+isf+#o<o^U2Q>0K_bu9Bxi3YCbl+dS+%AHJ2Bs
z8$hUoonhOmWZ0<4L_)P89}Fe~F!0^z7K9oA#E)oO$}uQo6S8kWI`<k%dqWOvq)@98
z8z7Hc<iZwG%@S1k{DdLZYe%jKyXcP)?l_bL>kh}z{c%X$Q2W)QmOD4@U(OOtmtgq<
zp*Inj<&_WxSUj6#8BiDbePdkc9Qq(|rRaBj%#P<Xa-Wa!m+OW^ia<1}`{*uVp?M`6
zUD~hgB(zo})fOLpA0>>wL9q{q_ZJoX;vM46y<_md;$oT)j?UjPmm#;{p8xBSNkdkc
z!KXa%XGG~wEO}1j@Ka5;5|TiHWOFtWC(kU(leOsyuD<_?(pR^{g4kjv9W|cIJR}iJ
zg$xs>l}aH)9S^kD<Y;PhM{CPu3`kWNV8f0ZP&F$Y3jf$_y9)Gt7F>YnOj_C~0E!G!
zMZH(NEQo)@2~;Q|kRB;TV?oq^YxZRH8c@PKzc@R-ehIc`NM=6LtmV#$0bfUjB!&J)
zfU${R`7VlnfH_RQ*~|koH5_m;&J@^B)|q<)Wyvw1B9*!v2O_M4ZSvNqKjk9<s!kM9
zR9xwH44IwCq%RQp7K3$u#3`KXKwvX;wl4<ji*_YmkT{!<*4h1JW>(hw>>aCo{x-4w
zVP>lhhJffn^iBJm+4+MKymn4U9j52U^6PkkN0iY|`LPsQyVfm@*OZP)a#|fnFM%wO
z5WH>%VxgQ;>-jN6rNWxB+tRN4s!j4hlaSutOL0u)tEf6FH8;9IPt!}`TJl9R$|1%-
z5X%e5Q&;L|WB$8#C>24Deh!HyLDbt=J_l>VxK0*%)Rq*1WKGSbQlHE*i-D!(=Ivn5
z-}Pe;5TZ-#44DK@XXA_U`7?=*J6KAyM*sxAJ*do-bKeV;SxJl}Y9!g@`=()8K)JPe
z3JvEj(O}jc!Iz)7>-*%H1qyy6!z0N^owrA{cT1BUlh&UJw*!UxfsNvJ3M|Z=XGiHt
zKx~*;^0bTZ?QVuisK|1$<fnukg?VY@_ZP~;hq(q;r+pzYI^PM}yXH&0=L*|$VjgZ6
zuXO<@Eni-`=Tp}G9?jD9vs>1=3m)soq&zn*y`;GF`RFj+)8%X9pxYMid>b@|C<+3-
zV&it;mRZAf!s(1pN{A}SQe%|$JSgX<W_{FB>^eV}&+5((%f1iFu{U?b+RYx`o<r>9
zxyw;B<()4-*on7HCD*pU!E^<l>qSD&)~)}s`M;d4FA4qYug^wGt)(x30NslPHLG|j
zBrc#)Fr}u~DxU}R6N!kN7?xnkGH;s-CU8x4SblxcK4v)hYJuL9EL5Hbdngh7m0+5j
z+K<D@fZc{=8YFZBCUjUDx)8T<UTwRr=oQqugo!+o1j<D!_?~GQUdnnYdrbHX_)hk0
znG)=P%*@)cTD$w($LsUkypz;D@8|PsbJp9_vGrVr&HXca>ZG7z(<`X2>6Hcn{z6#J
zu9}Jlzs_yuk6%~v9^AAtN3m{AVQf&suqsg=4xe3KcS~*Um*3yxJ^tF)w_GYa_hrt;
zy3oog&pU(C22-SIuPjSf5R4*NFGt=<h_!H(6rS(Ag7EO5sw&9-wKDs^lB(Wp)Z45g
zKvo!n39nxQ2%-vv{2P~G$SdfJ3_mB}a8EOkY%B$&xoE9~)G6^#uc6`EzRk$fEN&i%
zcFn5|;FG4W*=9I}H{z#rrKp`iGOK`EC!7={4CZP8OYQYTwZfW-uK`sb!$_Go!w)d=
zF&a=@?(KNjkw_0cf0v&~p6(IvbRotY3_D{ode(z7cI6WOCfiWLkur=*)>3bVK6wGu
z6?l=%FG|G5bYhF3b7>T$wAZ++#6@fLnJeaMs0TkyNsf8{iFs<Pow(#6ul07?^)Aw!
zo8{|yZr|+q?a1sL^xn(rTg%t-m%eOzIaYRu-{KU*F40BrDqeGem=lLAE%%?ms7j1H
zsN)XmhjGBQrnkkgf=@K1h!oOi1?pPt&P<*`oo1Xvx|E|?c5P!6xavbkNDcM6eMldm
z0v~}$cc-5MLCkkRj`SVW>3KhN{%NyT)jC<}^{_5Ola3Adx?0h+oJzagEWZN1qCHJb
z{v7_>gtTZ^A@Ydpg^o#HbfvT+%+IX@7Sv$hLd@EBOoPZth+cRls`hMq&v;yU|FmTE
zH1P+4DS_E=ns>8n<)trSJVpKw6e4D0EbeeMTw!&<#!N594{~O0bG$1X@2<Zzc4oZ?
z-aPO~{iI*Ien*4fRfrWnvV~q+QX-eRypH}nKo8MN7Vs6#KD+?_|2o2!P1u5TKEWTU
zWLGsCU_?=->vV(m9*~6n6Qn5Hu|fnWt{Z_iLYu^AdT!fp$IZu~8`Q5~e~>_Tiw5m@
zikx&Ev(YC0=YYKYGfdNy$S^A)@}ngN8*3N`c|^II@bY+fM!^;Mf$u9rX!0hVam%(h
z*p5&y0Y|a8)NQmb^JA-HSr;Sf9pNYPHNdC^TV^BOVl6omv%rKHoB)ClUXp?=rwZqr
z^1q9R-Vdlp8eUMhVf1-*HzbQIA=kd7AMM280vKYhm4i(KG{ifB%0Zfj4jYSEsPWU7
z8PG~2ETOX<$nMn$p@`4HXcPLjR)TcDhpQA%K@1XtGlXZb!waZj_(jaF(Ts!fGjdPG
z`xXL3BgIsR8T9MHmVtB}a7?uhIdqt`p7o!@rJ90tDXlt_Rm*tzs2rJ>L?y`UlohW%
z=7m?`aZe&a#J*y1yD8bC7{RDpsLg>3W0m|ZFu3!`v>cy+_MgfO+~@;jnLN<<I^O`n
z6!!u^_&7FaCQSrc-H?PZ%)QmaN)M6aO-US00(7a|U~-@cbFBge>3A(L=SG7uh+PkK
zyruwMeIiGqIzr-96m8tw9R3^xcu=5VQDo_RB$k%SF2(XB;*>-JhOq$KSPPU2^>oGs
z7|x&O0aW(*px)l|mqY-VOFZRe0?tveRA~RL^t{q$Mfy&mT^-6|e(KSM*>y-+$SZ*}
zl`eOkmk#u<Nhb{q6aJMyfuic{W-aLYLU=K$B<jK!pjr<pT8_unpP82fQtm2{H_x#s
z4Ufbit<Ic-EmH?T&K`Qj^bGY6_+BolmO~XhB+Dtxtp2QYb-Zw+O2^m^KsQi7hx)#9
z^#@!z?g;hpo4eNS+~$&brLUPuTy93lmgtiOCSM_~zn}4g1f*+0N5+9Dc$A1e6}$%-
zlV;Yu9KmLNm|{2De&k5F%Zk0l7c*&iJ;nNb8WdYng6H>ea&7j=wU2S2#{9Lk+(-Y3
zMN|#wz2JsAAu%gcI`UT>@e+{SedT)j<OCpg|9ZVZQge+FMVK8FMsKUZfrP|*7h%EQ
zPr&Me3;4$tnVedmhHK8nqIB9GaL{P9tRZ?c46|D#<@i}-nLo`eo9F@*=v41Lpu|dh
z6iWQkBmBvSf3V6@X5^Eh>?Nt-TX@exW|xswZMk)rTwvqbDuF17Gl*DnhNPfkCM3Kf
zkjs;j@NvzRLbKGAv);dNgMzBzt&)YTA&@QG0DRgupBh2CX0;AT@dfItznh3A^wmR$
z$8)zELMa8%Hhu}fKpP!|4J5!gc`{f&CPQlXSmC{3wl69^db%wHC^b6askPl~b0l&E
ztxQKXJ1b`V3s^(DBq4e_jOIBtCV&2rR)8w$KdxDo4<%2;E*9sjB&m)$wL4TSXMiyb
zDfb{spu@dILJ33+o1>IF#6<*dT0wQ;T_jEEf2X1k?jT=80ygV<Cx8@{C4%-5hqD00
zbN$K8n@-^7CwgR5WT06cUkzpn#zDLC)?no+U`O4gQ%aaS*<aO0Xnf8iLMC!#7}v4i
z0tr9Pbe?VrS&Cg~RFE@fH)n<*E6j8>fOmVzX6CN1-P~V|aj2NGAu!=h)m47myf?*K
z7C(JU=tAo2Q$Kh393j1dbyf^!I*}(QPpcDtWD^_Oee-`;KvrrfpbPH=!En_;x36gg
zZ4z|W$DwA&8$8O14DFB4%J2Hpr?@pGLu}{(u*c@k^V#yJthk2DPsQM;x31?=RmU)k
z4}&KO^w$D_yb+9ucd;EX%s-JPTaANJwFWQ*@XC)!S~PtB1I7Nvfy7CWEoS5IAy^*#
z5-)NyxqbSi3mZNHBD_u`NM1Xs>mVRncvOAG{O0Db2aIci2ZO6k|A32WVHi}sP?qnX
zaYaQ9U`!XF5KwK=TDmP_f1qI2{V>`EVlvg)T?-OBOBVvzVe`n{ZllAETuMxV05XOV
z069@uG;`6AK=bZ5q?7Yini3osM#0Q#6Q0Zio5xPB<DAK0tKqK!jfYfpCW934zH3^P
zGmYjg$Awh@WNb2psalFJ1LC&3k~1KKV{l{K!~7&jeJ{|Ee$3o3^B+(25)*lljUV(f
z$Dt$6_hRmmD`;s}CA*A#ryh$V^tGUBSYuZ-rvPG~8^C;V5ey4lLgwDw0k_c^Q=oAL
zkOx4(=|nA1RHuF@cL<0of<^<r%LS0oRTNc($;hac|9TS2)6A+#{?BIyA3lu<1@`M*
zzRWKq9@4xw!QM{T>iWQt#-S05Ca9fxHbnb#2Uq5^9W>X!ptbVPsO-bEW()|=e-7p)
z92wSqj=PMjK=peC#FHya$4%y;!Wf~F?Rx9Do=rZn#biEUP3hJf&s_~1riy+6gr=iC
zK?e(q;(9XUJcm^9RO1;`<!!xVu!v2Xn9MC+Mf$fR;H7H77A_H#u(~$3q>%ZOn{W%}
zu~^^oNiCBs)*Ss<#rK0s0WDOPekfOp`FB~$fDft7jDaaJis+YlD(!26gP4(ozFJhT
z<H;<3jRR$e4UmgEPagNU>ZOlJJ3mDQQq^K)XP{|2qf?G&PQL2O;e=0{gn^IGz;Q|}
z<}lTe@uKt!W&4+lNCAVr(QX<!$~fK|fUrE9gFigplmBEGv_qU{+rj``KejklwOT-W
zGW%5(R2zhA01?J`?w9*-JWrJd*<uAy?N2%YX#-20LP*H|bMbw0IusFwDbW9Y33z=~
zVYD9LvGJ|1aar6D1w1Aj03mt-P4`p-Kw=y)co0o-ez@h^0LUE20a)S}X#xo`K%zB>
zrh(yq%mjM<*U*b79{681AE)jp9s=HU!93$$`kcZ#5EZM!ct<)QHQL5AFEkVDEQRQ%
zf|!li6{dgX^IP^PK;7H-bVa-VuA(0VP&J;l*B|oI9e{bTCV-yk6JuQhHIOwx^cNer
z0|`aCf|k*-<T8WU1#odfod}3j_^T(F#RzpNW}5^kG4X{h)GSx3_CdCZH7(c!GR-d`
zA&6=)<nuHmYf1USa~9&VXGnJaWr_x2ly!`QMrUBOZakV%qiGjPkZ#bD%U6SfE5LFS
zC`Z(cn)u_4fe==Bda|jn%XOnm4A9AAty^}BMkk`H=>2%WglGYroy><oJNQO=FGv9v
zeU6$bZ%Fh?-qK%0wQ#)vsFLI5;j7EVi&?RY%%?(nh5dEFn@t-e;Ykd=0^eC=OE}nq
zBq6NO3IWVo6mI64Uwi^c|EnO9)ASAaQZkrE+wd4lcz<VeD}+4zxvrBXNRV)|?T3fR
zH?RA3LfV_AbR2$)WcyRP=397&3ut0T5|0WGRaELIb%*+*SiY|GlUwT|UTNvM{>&P2
z+OmBPo^XLmswn6}7koL`O4u<55~Leo+1UZ~6~jkC!u5=)88-uf@M4$NiPTTu;H^t(
zkJdjsfr&I0FJ&Y;WEyRX*LGS<KD5)I%`-|XHR~n6O6)p?Pmc4jYJto_B|8v3n)Zg|
zjz$e!LybC$YxPTKa<2v${=(0L2#*HK>*kB55o=XI2EY{y2Tn`@br>Pldayi_dJ1Hu
z^<g3{shR-;PzZ#W!)KrdJv5^8Mobpq!jhlpZJf<3AxQy=^gxHF;JoNFU=4XRUcVK<
zHGC{~xhodFU$4`J#GM8cjTd(R3eip65-iIh#K(S-sw!R!ru@Ri-h?@zKdE9mk{kMR
z(>xn-(>~KpIz8BA<MO=zaxq+B0p{jf-m3N{6IHfC>8;5t&`WTEIB`x3FHhJHTiJa$
zVWn$jnBRT`t3Iy-5;y5~Q^%6Q5s|2b8L)%ahfJG00Pr)m(%&)ip-CAMHh&U(n;MU%
zOf8A?=ru1^V=w4B$CjV)EM~5oCqI;lbZuu@9WwG{g>y(dg!_HFi^gp65u(R8-IA>x
z&3oZIT`A?*B6JQWE26vf%DthEq1fp#qUrDp0HMMg=^^wu&d9@Bb!kU*%g$=fv$1uH
zMLCI|(<`$cv=OfNH#3NBfPkF#QOdO4a|nH?e^d4(!Q+E;729}a^8T4+ma}E@PD-fd
z+juVQHL3~n)oSHbQ4wq+fP<MikUN(h+%Z1~9q-3+qWV1E@RX@vnl53Yb-&NV-oDF=
zV}|d`In(tJ(>c*zYEf+CYl$;3+&9jFh1VZnQwXqVeI3%msLK6c-%fEW{*}#wlTk|K
z3na`KwqFSoT+(Nbu6lzJM%udFlq2U#F2s4ay$?4vUQZ%FwmYP&Y`#GI1IwPUzDK*m
zwF!eh8oqdm9VDDIiYQ~AqnQ8`uSE#N6XuV6`Yo5sSk8MTtSd%5Vu_sFC4{Sb&uKd0
z`i)?iR(QK9e-3a~ba*~8+;PuRo3WIpHL@m4kt<A7sCg~o4%)se>UEgMe8}~&#%`1~
zet?vbc;q|S-jfuxGvMiAZXzr^QaDSX8z9r-wV&Xs-J$(C%=`p%zB`_q9w4cnn4@9g
zZu7dInn9QA$C5_i&N=oshdSenoj9Ik`zR$|xtguoY_n>Q$W&s|m5G5DI}|GV2^SU~
zjqWqVmee4yYO@n*ZXWviS=U3bUc)Hj8B0>vJ!nnXY8T*rVhXu7zpyuh3{_Q1iahq7
z!k|~U|CGF>XC1BQ{zQ}1AP`Y)_3rjaYQa0h*sMu4H;R}E>FgM7U&9EOCbsJf^QgVH
z&y*v_`OW)V4GMd@*!<9-GEgDP+N$%J#xj0%miD6s@5uUe)jk7D*y0C8Kha9dKS2zH
zBGqfiGW}dnE&&~U@$M^Z8-{e7AQq6jnPY9Cm@NhtQzO21vFQ_8kh_8IE3pN0v5W5K
zJ61`2HoR?2U-Aengw=R6?<WrIZ;V${Yc@Y#qVQZ(`=HNCZ}%{M;HMd=hn<DiOQTM|
ztN5sQoAN9sgMnc)Iyea8e#5yCK@|MW8MyQ`uJBgFb51^er+NLohCG)R=G7)e9=724
z*a7~LhZ}LXcpp3I4A;1K?S;&9c%nqfFK8J!N-qWqmkn<fsjVw~4jIM1g{3gh9Mj|Y
zjY2;cUIPk!rd8cV{e|m(>78(*R{$876lS*9p1_(wv-rtr;|8)AjP+*;gxnag@j8&a
z?G;qn@-?3}20pkJT7|U!g!;<u-cr#xY%Z>Yrj38rj=i|vSD%+tBI-y}K(i?VUcvs;
zU!T72?0k87;Sr;;EIcxK8$~B#7_@B2R-bW`rs%rn$w7*+LShwd=hJwvtl+_#E0U;p
zcMILq`xzwul}?JIu1LLh_SaD)jf(1CI9n6E>Is^jFh?{C4}-G$*5Cul<vH2<YOwLx
z=M55u4ktHiJYfg)?_B~HUXG$fo_Vjz!5AS4-0F!|)VFUOuPT5asszH?-6Fei?sPVT
zp?7z<{qArN3Y&~)g9<k9k?)dae}LEvGXLX;id3fZv|Y!#;*E2&AXwjVp{Z#^rP=`P
z1-xt-PWzxO62f=UG4uF)Pn7Wqoqe>-RJo{8W!~$5PEu#-jEUC_k^!^^PM)yFyFkDy
zQ+XDju4LoZ;X9rioQq6DKxQg9xQoDQ=iTi2+P9(&k_GphuQPN?4$%lJ8G0bq16Ad$
zLnOjjsO>syxL5MVU((+)%^*JA<g(cl?$qgF1-o0qd#CkkYzjy&l8j&v3f*U4)#(#W
z0fQ*%-lpW7BQz`epHr}ZPVuK`cV;N18Rq_6h_Q*|2y$z?19(Ej<X^y}zT#5a;o;JT
z<J2`gy?3f(PgJ5_np}}5L1Zes611OKp#|?sr%DiV-H>dLHFE%Ce8e}NZrQ5Zk2okS
z3N*m!3Vu2fxWpbwq_@7l>E@UZC3#{eKO&Oy&HO952TNyk8}sJD=owj^{#v^i`*HQm
z8O!e1pg2$VPV$bE&u#{l-)?XQ1%I}2igDYj>%BF7-uQqQUI<d?EtXT=I8zbCvkAN#
z!6tWqB2ckeIHSVk>{29BG!8gl`){%@PFGq^0>${Is(`$kZ_<)hO_b_bw6Q|f_h*D-
zZvVjjsqWgdoKG0Q8|WIwdn3JgTvjoj!h7$Bgd04;ADe&rJPR-I%lt87hB)U(?D<}f
z7>*s@<{3y<C{ASdTyKArHpbO>QK~RMG5cbjsz!bv;YQEd=m}P>P&Eb)>K<32xu^6W
z3C{8lwH>RD91rJAld3JpM?@6T8HMYz4k1~N(1y3_QgVmRf@y-=C*!3#3``t05y2}!
zv`h&5>DN_;0n5^JU21Q;4Mr9<4>udqaGrwhm{ZaBIY!Q3UQ&Ef5oB>S?sM<5)Amqa
z*BRlf+dZ2!QJTcz8|#HOW4u<^NHua1Ps|zeD3M11t4_No7DwYd*6at%SiQWxqFp?Z
zuP+(?VH<(+6fkVHCE0?yOC~aZcB0t$5Ix(whJ(uOGKaU3EGw1s{n0mHOiiJk4jL(=
z%l7(664{#9Jlmaxk#pCJs5e0hN@mFzaw?`m9g!M_-!pp)2hT#`Y%;I~%a^b|%}woM
z?~So1%XU*%q@wq^pd0nZ&?|Y4A2I?4amJHW+uUCyA0^xhpuIpi%?xcR)NF~&W!5d6
zJ%XD&UjqtGDrc1IEzAUx6zmU6SiXbVp*wx>``M|j#GNe$3GuqylEtXIR+p#smx*qT
zZhmqyJ)41NfiGs>YCoofeWZyn=4RgJen-%^6Ri;<{h4ca*F}~r$`Rn^iqIg&n`GRQ
zK%-vDjW4$xc-DlO+)Pn?x(l|(+UNiwJQM6*>*EaVH6rr4p?t-&yFtOmCENm_ob;D7
zfunh}>TrlyXQR5K)i|(`=`V|HHSL)w4>3m&uy-h)jRZHMGNEb6XvI5bam35ru|NrR
z9c2FLCuhRFzKn(vAY~=xrm}669_bdSJ$=GFK*;T|wS%&a+TY-FV9Gy;C5kmr{J>`N
z*ZUm9ra5Nkud{BOR*R2HT!Nem>Mu^dgIStLz}a#@5Y;iqXxa9QX)%U1n9?iK&D6ER
z_`q=Mnh=XZD{tswKNfql0H>09c-6L{8^F$`)GHTT!ly~4#=F7XBKx*K3PC-t>C6xr
zHUf654~_f1uswev8KwoTKo4^;fufivwGl&mL<in}`A%Q@t)@3#*4%wwU5pW%I0%A*
zk;8l51$$-M*?~^K%GqkgY=rRe3h`BHUW-L{m;Ye)#F|u1AvBmc^cTH8X{e)0lEiVm
zetjTVn;?jHg#WmaI5>3~|KzUGk7T#&QeQ!9m(ECyC>#Qfe9ccra?RBWjNETKXKna+
zmpF*{Y^hdYPber}G&L6H>s34$5h|=vJX`CC)au$r_%6F<IQTKl1pb^pD>W<@0(dcD
z{h-F9+@G;AHfRd_a%ZnUqT(7+llIu3*9ad{A)M|Shql&oh?Zh(T^u7`QGBpr?drV0
zC;!C($HzgHx{{!zW-<R~I~**IIkAj+iXBn?MCg;E+fkk$|623;e5z3q`8eQ0WRqd?
zVO`;1>NnnReTSca8>h<&`KOo0YZWhHZ1e~x`8y8NciIh@CUs9$P^4_oI`?(^_Iq8-
z(2u^2NF{cCz<Ys1>j1C!w8jyMz`XUlQT(S}e1d<3xI9DL*Fqi0`FWNFYr>Vdad5tk
z{_e<0MUMwlD4+pd#(`{67CDFu-@!sa<5zrI<nHv4fm3%&#6`E@$H+JL!fM*doD`|;
zpc$B!n`d7sO<7(QIRZs9uSZhB7JjZo7<1gT_uX|UI}%BmqorE{D(MV(O)>W$rt_IL
z1yFfK;7Q(IwnQiXkPS3zdIGoVqovT5z484LzdTl^CDAq48y>%Nuj8OZ@~(@#m;xR8
zoAb4-H_1}hEeSbVQJeDZ%7*DAdVBO@eO&Y<rY&SM-kDOa8Ya+CB5G4{@INp_98kN&
zOk5kpmtuV9fE{FVle)Sxj|;S&GWhkM1k=uZOna2(<LLRe>HPyDGzM-+EC*jJH;3;P
z*~o3ePN#d(+ND_8OLEL>J7o&k25HLKMVYp!Ngv~zaA}c7^R}&Usky9Uh+G(?)Iu_+
zxPm^!l!<En(tOfTJVx2GY-yychGFw{n`LT8n0`(H>+$*9<E^!$c%?Pm4KU$_vp6&Q
z<QkLW6t<01>FG}l^Jk2fnAOBuI@Dg9XKSDQ{4nMpdrdr>2vuJU?f-mhKa;h4b!P|0
z@A!m)w6R9u1Z8aW*Sx!!s<4_$^bPdGW91RP@xiA3k`2t(k;++Qavxp~2ATz3{s!4+
zrfRuH?so?CT%-5)oR%VBC7WC!Mou+}*{Zqw$2oa>LZ<UMQa5-UQfEZ(`e!YDncAso
z*IlRTyxGY*AeL#X@hh>3ZBwMkGON!CC@Tl4hY8*>J{Zu8jY-TZ>S|^|xbN<9ewIzh
z+;<w%wM-7!uXZ@VF%d^AP*3H28sc*s*0xJpm=E9Wx<tKEJ%29h{O!3rLTaFYQ#|FA
z!0-ii0vr9NQ>QrEi2$$LJ9|<D<uxm~=1Pf<XkZv^gSgy{_zs@v22QTvWqqW-R$Z=U
z2?wcPTa&VPtZZX?N@O;BWeC9e0kGc3%lyWuVV1w`k`XsMl_PUGkic{t32xfDP}vuF
z{Jy-g1p$_Kh~N+1r;B$>OvzTKO?$YyOb5|-b&VQ`kBXIby>Q_w9=`Rvn2&})<)eza
zN^D}$b;;@E^G5O!si>D5$EftUBP_LP3}=DVEXbNcQOC5d4dKJQmf-^{-}P&_=fq@G
zM5*XmT=zEq<8ITD$w4RJ&l2FcrPZnCYLN1Rskq2VC%$ZaJpGp5jgqu5!A-D$lYHyq
zx&{o=Cd^dMd;x+bib;_5Be=m6loc=tVcbDRXY*!@tyc?XR?9k}l5*2&dpBWGWGZ>T
zMAtu927YoJFWAG(n^%F~W=^vHsi;vX(Z#~(2SNs8wcLGPvGtIc(85Q?RA-c(m*<_e
zJUqobIcQgFlr3xZu6=(&A6wgc^{taPEN$(fcDJ#~DM>~&MszlAW_xy<_Th1t5BAJg
zYL|M0jU!zSyai$lz|N+t49_o?A!XZida_UTu?K?B&64>?q@8?tgUwh;2V-ZCTj2Lb
zD~|3=d(K#D-707eM__W2zO`1ZV>G~`Bj>D7aK_uMxdn8<a&(h9e<ZYPHv6Bxovr1O
zP3+`(k#7`i_Z=&6*{00(8pW6myd|M|jFF8u41P#qX)*IwU*w3l{qTc##WP(8MXlOg
z)5kXB%ZsKvv975;sC2_imQx(92SBoF#FV6uIo&T_ug}K)LZIO8A(&_DJ(kdKw7qAC
z<jny`?vGvYjtH|J!)+=xxO^wrhS1<SOdDK$AezdV`;A3NlzhQltJ_^+pL2a|dG+hp
z<;4-9CeL@xV}fk<;BX&^0eIl^Zl~B{jB4!M8B*mI>sCmOi5`baedQPDFZ)8U!#X0i
zf`=ay7KwHf_neN5TgwM8G)xL64N^oy=QV%bM)4YbUNL>ca`TZ{Plh^mkpsJ)!G9s*
zV2mSOYg1NABAo6y{FIX)r9FuyU7D<eSUcRqWUE5kXcVt{1Qr9#YQNJjg4P`?T5Bwy
z=|cF{YR=KHxoI~8YI#-#m5xl2An5H=+3s-DCs8))9gwXlV(~qantHalP2(n~_h>0Z
zoP-aEPUDZ@g$NGLi=&eXb+uQ~O#HOm@@c8b^g4*q7*q?#=-G{qiVKXnGgMMNlQ%pk
z>nxOVC?gQC<+JCda~Z_rs~X<n%#OT)ysAO{+A^6`OaaJm&gvDV;G)=ivZL4PwrxEx
zDu}5(a_`=yC~CXk`7(u@sElE_A0cj#ot!h+8%=~h(yf_GAEFo?Rq9%tiNiER_jr`8
z)x6yiwXC!sz2D5zfaRfMgL7+&^MXzsQ9Dw^FUKTu{a^{N<O#ATZlbDBYXA_{lbFMV
z9=Iz??<i6s8c^b5Z%gS_yS!Xvy<g((*x?#sW|#lT%~){5(&>$TQfe*12>GCuLh4ZX
z_gy2Mi5KaqJcKT%@zWBw4cOREt2$|X%9xXxC+x{~C@94UwZil1pH5mRlo#odki}^h
z7I1ayyJ|e#&70N9=|@aBqHir%Pw7r}Mn`=UzD%ED^11!<^^>4|AGH<@J~1cGXp>F3
zEKx-gjS;_RCzgh_Xzr;c!d6x4T1FPS`wY$#>fZ1?F8Qpiu7ZOLj!(Fj*T&a`_jVl(
zk3}^#%JmTaF{e+4<aN58p4prZUlN?~^PkWz?Cj~X6gHg@PKn*|cXumTn(W|-1@kds
z^I!V@jW@3-zSgBfkC`1dbrzNGZcRVy$SeXY!&)%+wnuI<7m2dHZz7}PX&Cl)1QXYh
zZ*}&(cxPb#k_pAAK0IWXjw6{beZFS7ByX*<zb3vUa;Q*D?Ikw1y2HdzV>LlPJBwfL
z{n^rzMu{S`-E+kAme)klH@XA}eHIz%*|C^Q#@tE2Arb|#0pVkwO!B?xRV4=j`?3eZ
z_6)Qz_u#Lp1*hm7)%&1>h@E*_JIoT)z~>^|UsH(wu^(4D;P-*)?Qz(=DY{!X0eS`!
z?l$u`+sxaR_d~REbGoUXK6KT)Dd8!r|6xAYF79h5Rd=UlBr;8xf<S;ysa^5mYAA8I
zrHl!qcCf_QL3*#Wd$2<)GDYb$!;ph}YE%UUdbB_a@;zRgk%PEr&30nceufseIgvh2
z6!dw%U-ZHzn?7-Kxs9&z-8n`!Ysd4&t8Xmw1K+A|r<d-pn!Pz~t2L7$Sic`4m-5P@
zE<rt_YH;T)uBuIanL&Y{-kV@TtiHhT_EXbE`n)W>sB)Dj`zr;WCW~KOZ<p&v8)B8H
zJ7?hZteC}irqb7roSI!;gH6Y}c=fOBduOb@0B%Hhz$>b6=$5_qZqmh?r5KhLDti6p
z`KFLP=BWEFm?1D^BZ|*KsCVQ&G6ZUBmRgr!NrdPIKG#yz1wIMI++77Qp4Yacx%_Xa
z$(io;GFyGN1jqW)kWsGFa!lwf0t;7zJtk?sxOXQNbdDMy-lh50kIQY!A0UAq2+!&&
zdMQbY6ME+ksU5{8eYnXb)Y$V0OEyvOEJP5Y=If#a9{qZ;NSoT-)L^T*2D=`xi`Cx#
zJzT96{&3Hx3^hs{oz&s%*lceb%&JY_Znegpfbs9Fy6UQ{Sz%r$%wA;7AqagLFHOJp
z21lmw<eNqk;FWWFV^;g+H33q;EBYf<q8)7058?3~F%}+!)ojV?Dc@*FxK3LwJ{;{!
z_*pBOnbM)(!N;$U0CK|Rr$Ddv?$>Sj4jXlE)4V$#ET6~oz_$I<K3LRcfeF?C;JXQ%
zr1MdnoL;SAmd8Cea}q8)5sNmsW4>^CR&<y9C@mpb;*-doFzUk_{eVP5M&LG{{M%gz
zIMkerwq)pqbARbkB)I_4I*op#W6k)fJoZc(p2SM|S>B@?7HI~DtJjD-;k!vhT$jv#
zCd1)f&zd>ETb%Z{f9<v<AzPS`7pU$z8qSX%3THet(z!GD?bOtoWJhVwCM8g5g4lx4
zLI7TTyieNvnzVXC&+Tc<_}fxpmj1>3Sm_hD(Tx>u4W)6l@bpikpkX}@O$sTNbCKRg
z=DK!UH6*d*RI4Dlw8jv_ebMAKm#=OH+^0=*mm&vY{8{Bg&*Xq-BwOM8QMjt|;Xr(R
z=qe^Sf@}lrEHPp#9^Vez;X_=W6#cM;qq-+D{F{g0!<lcze$mfg{5<6Sc|l;Fw5!DL
zj<+I$t0PeN+aP6-M3$(6fbvLOD$=Az-TE1Q8s0-8g%PpZO3NFJTVe(Ur07QxS^o=8
zBeTC$sNs09E!or(k+eBj1(tkTtyY?5mV5>khMhb$<fsdc<FX?WSRI7yQ*uxxEvZMg
z{YsBe%ukpM!l;Q{+<iSB&5nU;S>@4TNODWW1C=vDPSaH5p{z(T@@>rc7OXl#_9dL^
zPiW@H!#vWXM!l;1Kbf(mC@vRkBNqbkrbhswzQ&_nln;@J2p{&3>i`}J=JSnp+tsAT
zxsilO#FVco5{c(9mHcHP;Zf%3^VIIqE;sWB(4G_)0JGr)g<A@si4s{Pw%X2o*u**U
z^68AMb&wfTj7G4uR=n=w^M`j4(YJ)@e0U%FD$w+3<SJg~2yegYAguRMogx0@%X)YM
zma63;I^`Cu33>9|Jtp)c=XWUj_B~}w421^h%SN10N6u``b(KzwbTx!EVl_5C7IHJP
zY4k=*@os_7I%WfZnbsRev2AxAZKY^>;MFuSZ#S(s9a|UH_<h_OGmp{jAd{8}yBp({
zt~V278TeR?o9<`O;rJNus4WmYxYzPQQs;9@X^cU2>iCD=0yplo>5=obUP%F;Y?F>%
zf6BA8$k-giodw=&`eKpP4!iOzEeLsZbI0=u1FIQg0aMZmqqi}=B)dN9^dt0z@0gRg
z$)~-uZFkh|M^d2fgKd-xm=>ceZH>9zGVdWRJ+&Ta<@n;mqQEp#fxnZdllipU2HIhS
zXWJoKyK~e+jGt*DWnDShB5@aWn7wc6c=FM=eu6?B);R^)8YEt__VeA4AA1`a>(3^z
zaOX}DyNiJ#80UU0?IK&(@FmI56dUHiSQP8i+4F7g7X*Eu>Dk!v>?t^-mt$lDcWP#M
zKeld4rW`giPc}PFz@5`sLfwF_<*ir7wL6?2e^7ER66;ZSBV<ZG1~xs@jn36Jk}=E|
z+N3`xJ@NEPghr1PDuBh_uN_=WHS6C*wVo%lqu*=-_NN`qittPtz|~rbav-q3;7;l<
z+$QdcKctxRRt{xru|L}{e1)@^_`q7-RGZa&TWP!GkWlOq^LB|-)9JIr4}QBGT}~6i
z-ikeO3rm(*fvbB9TEpZ?#(10`j~jhWg%Ib*L+R9Mc6--$B=7j-7q&1j6V#^|&RDY2
z8!-~^%pHpkWIlKAkqYd)Dyi7+??*u;)e2h1eV+rjneGyLpD7)yIIy03vSl>N$h5D^
zlG?O_ek8#jY@AKC9cxHn-<rLZ`k_v2Jx?1`TRZK=kbeW`yWXh(E_uY#Oby+Tuc?e_
ziKt;?X31L&1Ut?G47K<_r_QT1zC*jRy^Ke*&8ZY(RS)K*ww7g|1c{|Hbn_1)o-i?V
z<sn5|LyJGZR4Bq_(HAX02A;VXb?$Og5{L=iM;C);ifD^D5S^h?sJLf$WE^H>3+a3e
z-_C)RamAy|1<R%D(n#~C`<es+AW6I_Gb&I?0ZYsXdnp!mU*dBRLC~pq@*}BX|HwCI
zJ}<pylt%9Ru-2%OpcvV|;YKgaw+%=_zi|_42-l_KuFVR5##&^UKZ94bAf7OCKubW(
zu^Qpm7r!%={5)Qb-x%_hud%MBN_t@GA<|V?#<DRE2tQy)x~UkF^cxrmv>LSyswLj*
zw%^QMpZSPA6CQrq52%EQ<<%yPoocS3<C=!`;nL!TA2vtdS(9RD^Lz@?z+h}*ZDMz7
zPOQprM)8G_-oV>>z8l^rqbBC0Yd#{1rB>mjywXw<$`#DpaDzMzRkBg~)Wn)W7W5~D
znKPb<s4Y>tjyd|GEv6?+ylvr`In!g3Fl`nc;YSUtc(JbDu~kSZmdP2d<QbwKQk7mR
zH9TdBi6)JF*f`=u<baN=mXRU;kV?15ox4Tiv-G*D9<`3l_j#oYS|2*QCQsvKqpU93
zrOlxeIr=znWmV<)sl+N<Fa|k&!hlLEG6Xk4uEQ$*E=%V4P{Lh-LgUx=MSpna{n?aE
z2bTHUZl;(DJ>U7b>keHE@;9$z%7|U#+Fs2dMxEBOAlu1H0*wI)Q*jagH@*zQ)xw9^
z2X75&DSQ@W-EbMPt|Q5d*J;|$0{iNsvg+COIl6NwjR@kqWvH6H<Mrz`*^Pb!u(LF6
zSo9zo1-mL8`$mVubFnBk2K|}U;8}OwhS!VHT<*_jJ=Bb7W%hH0{BPg>XcB&siMnsY
zucuDUGNf!Fa>;-yUrQJ$$$c-$5}LEKQmH(Ix#T?-(kW1xQ5v8#zC0PiTF>LNOF6CW
zK26GIM{N|5SKko120ycH`Z)OYj3rssHAQzqAX>GUx&572Opk(4TX~*3C1IdfLS{L~
z%^OS($$NHIi`Jn_^ieX&caStTE?R~N+Rqb8)001v39pM-FEDwhs=`Ma;tGD|_ql(a
zz^e0%*$6cZ3e4&>eU(+_CydR@rRCVcH;z!euTX&yj>tM;p^oxlBAALdnY!jpN%Z}o
zKKg>;n(vVo7uDkeSq!og^qfO>|Nn`sWWKT#?k(=qIlGxi<K}UO3pEY7^9AYEOlyG#
zjUR(=-M!BJ0%o%-`MN5F!im>N_l_cyhp%k6xtSz-N$2_M++SP(k+6AF@=W<~8?$rT
z!WM?AZ1wp$03^ZXoj*I*-|FEn%)_x^H5Fy=GI*A6KD5fu4s!*kQ<ei~>3VGAyNp{a
zs2bTuZg&(HZ$7!v%X~z(us63N`?`KZnBM67l-nx|vqei-z#=7Kcro)ng~_uXX2GOe
zUTB2&y6ctzMBiB@X4h0<ri@aoS%le|lYgmUQ>hO4{IJuqn_N;S2hmuv5%?jz49BT;
ztNfeK&d=*T=O_D4M(ArblA<trWlHT}-}yuCI4Q$^1kx$92)&k!;N0jIm{CD1d0*4~
zlgGuVXtAb=0X92#Qi%(XIVjz2YB#~<T|Ms3C0$^*6L|!G=n?ott4!5GfFd64o6Zv>
zk}S3_ecT!=70>$4^BT5TgC}K2veXZ&2N&xT1mBk%knhyByYvWq6LclwR?h+gaNTuY
zZ?p}XY=4D)p)clIcH~tb>X{FNT;I+1uL|gU?|7xM*lWScpMOiqF**d$+6r0-DwwMB
zdUNOh@%7eWS!Hjyuplak2$B}1GzcOMqJ(sJgP?S`fOH8cqLg$=hcvvTB1lQ6G)SkC
z0wUkD{pk#I&bhun=DKFynQ`y6*IG~B_x(&>?tHQDF*viu*5~UoCg~o<B$^N(@Wn<t
zvBZO?9cOCaQ-rV8)!~hdp}W%kFs8gKW=0KsF&g38hee9R9IXlR94AW%W;bt-zw4Mc
z&cZ;W3+Xt#^018PZQ6t6K+Gp4M*1BW@7vwW>l?Tr^zAO4Iu{<LS5gAL-zmCoh2hts
z@)xJCo6D!vY_Z+&5fkXt^hczP@<rYgI@!;Erq7-=%V$)y{9lIY8tauLxKhKjlAI;Q
zI8#fF<_uHg135(9suDX~JtC|x&}_1CCsbJApPj(#B{vqp4s~3(EFZX6!tZNWaOK=t
zPR6ffSwls&Zc}f0)Bi>0LFcId#i<g~H)~&q9KdI%#c|uFZkg9dUhmMXAjqY-w0Hwe
z6y>`0R^Qgy+JpJ-$8^yo=kLlmJY#Xmb`$Kn-<;5mXkE4xI^$??8qodDdfbZtCVQ}x
zA;ei98X|1FAanC<I$1FP-I7neC9Zke2xXmL%InHiZqe1~*vP>Wj{ZN0ElqffBio5Q
zn?iQ)vJ3U|DO(u<zWB=kuz8fLqd2}2q8O@ipsq1h@9R?kR&ddt?dGMxhHx~y3lXDW
zZW6fCujh5YB}#F8mwY~t4}=tQ`4ox%D$gKkS+^3#PfZ~!P@;5ZGx}`f(Sfrt)Y)RF
zSd_V(yX8cK_IY~0?B*EI(3gI?8d5%{(d6SJbiure$NVs~)9(T%sr)I5=kHT61#AP!
zp+fl$)B4$?^Ox+!kqsLcJEdggVX3e%#C~C3=t{!IP?>{Ae#3gMU+4cI^W9Mxg>3>!
zKLAE<=W%p5P(w6A7NMZZ&p5UTF#o#ta5wI_kk~-v>>Rae#&9Dcm(<zY-7h{^dsq$&
z(KTt0*4zN9H)n++$&C}pG(1cS?Ylq-9A|C5P9VJn?kFf)cSxf0L2@<L!{Yh3;j(rJ
zMhZcdJ`ufwHoA0?5~J;|AN~(@0q<^~GV9MpQCPuzTQ<*+x>JNdx>`i(0l8mb2n(4L
zCE}mV9lcqD8T5zLStaiEi(>Fv@u2aVK@YzxcLx1FF5V%`0;z)X9Q~7-jIfWrXWcc<
z=IDzApji;7W<5&M9!2OeYt}`~e?^_(%J4?K2c@A6b&_d7;$7tYNh=deNa+0L+$#c*
zV75Wf^oZJ&4p8~@l~*C<ntwv(1`-bm114YWDHk6)6k%~PJ$Uc^?a^SKhW<P*$+NJ)
zOP}71KgiOjTybvn=uQ^20$`oF22D=oi6bu1b?FH}=7h*2JWN)Lu6tuiVeiYCS;ZJe
zVV&+!7rtnHx*M~IPB8W$Q#ALH@c#|B6~-*I8U${{G9*dLd)>mg{yXJ$2xMsV7ovw1
zDBo@9#D(^&a%&9q%UtwvLi5W<+7NY`HQ*jva@kc@f63_D18(#gK`f9I4#m^Fo`SV^
zGm+ZQ!1}!xntpyes4Vbpy_tOw6Ij7ra)9VDY@3#yq|$ebVk|NmB-(Yx^I-dz7<V}p
zRcP31-;?A#2)%Hz1nm*0$@A_!K?KNR`9LbVmjcMt9GH2*CnXR}gwTOr?|D1grHM!l
zqwgjVMibz#@iD;VyenIe{pL}o89CpXuu@R9%<x+{2;l=@veoWF{<k;2;lY*1+G94<
zXSE|zi2u?{^fCdq?l32s%-yS3FSavR=K&8Cze~ty^AhdzuXO0tVWt(CVnct$oo;kX
zVyNHWhY-(ZyQ>4j<P}OQ$~K-E;yc}a*L|zi6+fJ{yEJl&1-rxb^wE1KwmH-5gid@2
z?}QX3`=4w46$9^6n!5hk{tm9m>%Sh#yt(~h4J6nuQj?`o%srsM^#-~XfCZ~Nbr7T=
zfTe6e(gLfi2Y@=$b-+Ncny7VKpci$CeU7L#E6Gn#HnIwa`h$GvurJ;sWS&e_=ti?C
zmBL=a&%_qPL&M7f1sUkxSjMb=N%SwF9=Iah-c%Akkr>i%)4bU3TTj&By%e6=ZpUQR
zXf2wT&-!wT>6(e5Z(%PivbX;wm+SdzL@{z4Q!Dd7>>wfZpE1H;>;O1*ZjRLF!1n7W
z6tvtvxdYhP36W9MnXGe<E1b_!l*4<ke6eH!L79H5xeEegg7m(r&d?OF1^!Kb1T(+w
zBiA4CrPnxJ`G|>Qx}UM%6{5kOgv`m`>_x-HCQ`ESTDmO*x!82AF(IQJQ-?hv@yLIW
zx!oTz5X^tFLmGL)F5Qgy&Ci>wAAh>6s-KJfrQk{tVL9rR%}vF8Mq66pI}J5(F~TP<
zt4N)I^CX|c{ARof;sKe}z|!))Gv7*^birH=p_E&Jo5F3Ymf`%;SoE+`+ZgX5@c@vs
z=d9|FcBjZ)W?$XbbUxY{!j;q^bU;K3wSWl0cludDu@#1iwft1N*z-}RsBdk(Gmc7m
zLU(;jWuB8Yr?r$kxvrVWO%*D()XdBDR}T=@bISV+HgP5BGFG>+O}#4Rrm{->C3&4?
z$hyc|{QIeNZmZKV;w9Yf#5jt*TVMX4gsrU8-fDX81LFXZT?Y^@cJN&zB}zhakn|Y^
zUb&B$EqIU1Sg4iv)tMphm6w6YwoLY93eCBTe-GmrI06{nr}mzJS#SU<wErjozJ1;&
zXRhRKIWwb4+uXPyb*Rp5^qu>;zj@x;>$x{`#^>)U&7`!1e6?uy$WD(sKT2Hu@(GZ0
zspQ*zfUWosiR>%}YY6$vGpA~rZk0M<FOk3f8np`=enx|Y*i@Vp&+hp&VfFb2e7-7h
z-R^mWRg6jG@E4$?t*jot%RSkX&I)+H`lV!i+<9^hX$b#BRQBXInLvllYIV5C3L<x$
zd3M(9par>XZF>-ZC`O8TPa+&ZFRRcE;Dy(PurP40SriJs;c0#@8By|lIg-HJ>BcuG
z3J{5Yx*5UtA-?GrI~rNaTu>k0uXGueE3_E4nA`FbF=9c+wo1#djFy0&6+w{Mv;Lbz
ziQrZk@u#X=o!@*hpYI!u>U18Q@dKLY9HM;oTKsav#|kbohj6m6N27joHJ_!T8uLhR
zbQ6JnbM#LPJ!#(-Ezs$lZ^yMhXNqv9^N>fU?EeHR5dAO6_<29KJW@p@E5~7G!jh`4
zi{T5pwE(feL$*hsF8rnzAQVmiG4MU4LW9H~ixQgvTkdOIP8H0%{z~+x(?^_M`jLQB
zLZT5*FfaC{V3Cyg1(&l(;l&u<V?6uG!Z_kd2AoLVRZzU8)Z?`p^-I6oAQOZ2qLuMC
zlX6XhLIS_J;#`+k&G1%2NJWs=)f5*gAX0`|ld;XU^9-7NbtA^L2>N>Aq2Q9JxNB6!
zmvvh@YAv4S5n6N^L8vWfRO00Lo%Cp<cvD@!Kx4!A2CgAlNjav%Wy-=&l$UjZRqsR2
zYVZIPQHoUs@si}v!a-DOF{kntKF563bzP$7g2?hc=`JG7n^^hcj#0oEkQe3v?3j@J
zfV%PXoFrqu^8SN1fd6-|VZ3pF7<?Bak(jo0t(2mFSHqQwyCe8!L^^5qEM9!CRay;O
z6PfL3`IGFhFJ9#=Kn7oJy=G02dGYs+>@L7C31OXkmT4)P61i*3YdhK*tfiS9W{sYB
zM2z3{Ro*p4`m5VR-v^RS&<|)U1ETGvSX$gkH0VKlhf;x=5u0$*DLuLDmmpkym(cn1
z4+G0m^&$i~5BSa`52I;TVe6JKN=m9a(3m)T-=sSkulO6U&zO@vrtEx297%-jn}Wu)
zH@=fVD-sg_35Ar4KBUzim2c1q{TD%Wjm(JSPKkn~eA-(GR)Ff#ph+;1x?1w2rfY`y
z6S{8i=jJ8MxLXOgCz#6u9%@%`cRp`W52^q%6G?fHvCF1$dbHFdPJLwYT6Y-}*fGA$
zQua&F{kX`$j6N=Pit%(Q+XZb&w+I7UP1n)grlm&n@1<@_Ux6ib$Rx+%XQF5F)xygc
zC%9#V=0%-jd~+{T!tKx!@}`*d<`koB75mHx5UNR*ghQ`_CH;Re94KLvjM<tn^&n`P
zQjnh3xR1*gYD&q{fMN8qNS921RpR3V*}Jh^jG^y+zg)wlzyy(N;UACClND|Km^rJ{
zm7lfNz%+_;{}T|161`F+j9Jrgo{^BAMd9JaYn)7<B}-$1Fx6&}j3=20^R{ny#1ont
zS!*rV>#;VYz0!D{<xRO*U%yI=%c+~`G?)#KR8XnTG}$VxHksPSAE}C}3Ac$XnNF6N
zeZ6knj2E><hu^j)w{g>R^$R&D1w`(S^3QO``=`&O?*{rF$=$`~U`&ksR1`%P*yvJ@
zDYbw1uvMvb6vZ(2sD8(EhTHVJQzEx}X=PG>q~(OLQst57Y68}nipbG%y@d}t`i=8G
zt8|C!%*@#ssjtsuq@oO&-(*B-25XxBVlQDYQf%!dZkN1O*1x^*nz0zu#|ty~2HlNd
zFN*e~F5_PvM+t7I(Jh;et$4Q$H{EwGMxC6-^X{Ge3wO6-Hk>1j+5?YzD{_xUuQqHb
z)Qh->q&JUTIN!}WT^ZI@dcAyUlzCP-$1w*R4IR%*;0(S%Veb17$#9BOXqW=0;HOg<
z3=v+udXIx>%}a<FRewCiLkV3adLQw!>Y0+U4J)sWS+H7y_tlu|jY2`sVlX~seWP0u
z)F5m#lRd=${f8v4V~WRzeIp_I9x>#FjdDrkvCrs8<R4v_^H4uDPo(NVV_2C7RDah<
zg>`*oOBgf5V}fg`D<RZg{SUmdUpgC(>*#bU)1d{WDHL()>7qxc?v6&WM}*7u4|;sr
z#TqT;$F!m(R}9jnB=23U65=T$$3UJ-_~Mk0PLI4I-tT|<vlIha0n#wLp(v|;VqVdK
zm@8|SUohvgsglZ5283prWJbh#er9bR#-fdX7!AsSipk;XV(<YdPI+(Mps<yh83RSF
zwMaGH@7WJ{YuPl*%nU&cuMFW=0rzgbufU3VP!h{kF9Z9jzQ)GKkq416OO=JXrsY{*
zi!HI6Luxl;;0;agt&;0x{)D8>6#P^kDMS;Rd1aBhg%e7#^z$XepG$RCdehou_0+-*
z-P=u$zr7&Xto#1c8+i{j%zjcdjOwaK9Wf_1h(dlJqwa8gV+1^;B`8gmlk4d2-^%bu
zHm@zo3nRs4Yu-hl`I&ujYPg}()_jL0m>u0W*fa4=OFoyCe&uJLS;AoVT;HqP<3F6|
zs*kA)GW@&wl44UMpVArQUQ_;iAmDqL-LwG>m{EX!KE%EI&FjTAu7Z(RIXC1#ia6u#
zk4-|8KTp+-3^8Vp&Y6F96-0wb7C=&lDQOopmbAzsMLuRx{j)Q4kI*rl44;0_;{E3*
zc=Z|4WT|LoPKaFM?z-IZ(HUdDxC37y=k@#7)KZF#DAT@-n0fw4^RK`tc2lrw@WZ-C
zdi$YQQeO^(V2{b)1yIO$Vc@MU@1xte{__*OrSetpAOhMEz_?ogBY3dFdQ#GyYz_Iy
zcv|S~(JXS87TAx+f{7S^{?rDIwO#uTQ1=`RvG+ZPTMp{JP35<gFZ{k8$UZ1vgH183
zo+%~y=O;LD)HJt&Gr01lBohd}mQIk&Mg6cK#D#m6%!`$$jk?3Lp#8?#YN<Ef!wN;l
z@A|}c9bo)h+4ITfJ*gs&KB)u92L9gXWNA!_;mB71)YyN1g1bpaf{t^Qz0kgsrx`S)
z%&LKJlxNr;HK*vfj0I1jh{8~Pr)z0vc*Tz=J%og1*D;cD28ckT099XTLg{}D&{!GF
zfAr-d!<m2XIz?ClTpK4&i$BNh&%H5|n1ZaZgt4Hq0WkVxh-RO;#`!=&c!{ig=<uhM
zfU3^hXZ9fPQ25}6J}Ixmx0(3FBK#%7(K2&2_b?OIe>OHt0QQ>biGnHqKR>}Lm*WIL
z>S(o*KyKTL_0sC{p_z>bte^mc(_;8xiBZR$4i4H}9+8e?l*^Wp`Dl4Q$t>s;ClN02
zI;~zF%8+OIcW=Edsk|Omyg0>k{p4ogwMYvHAxyMY2tdmL0L{H6o97RoSDqS!({ki7
z1Q-&R7N`a-$0~dNUTl!%8GS1eUL!D+uT{Z7Da>}_4m>#ZA@uNn_VMpcq{BjUyte_J
z1WuRD#~9VG@iOFpFQMGxive6ZDb0>nAFKJ#G36dduI3XpD4Z*I8bzO9)+f<@l9J?H
zp!QBTWB)$Zi47i*I`yHz^&S7Mz(2<Td7eNkmNck;vJdqZ8@B%(lcK&)NsAm4d0Y%)
zX6-k37RDgLvh0ZE7%VkaLd3c%-td7G$5UX>lAHHuDe(8dRucO6#T#Q_zvJIsbo4#>
zj2MFMF)0!qhgajkC3OOdP^61_);(myN~ooxV51=tD^bZ+)c|~bKB&FvM#SCL_mMky
z;qpV7Sa!5)C%1MJTuOV$Gt$4G>GzrT9>EWDY`tO}KYgYeI6`C2CPU>+p~ySP4`D>H
z=q29hMC1u}Kb#|1htW~_&KnaG33J0mk7~KOKttLbN+~*OueOi__~(u&W5OLgj|yWy
z{m)Nucx|cwPdmk2Fz{9vK4T<-I?B$_u9FALKK8$t5afe*{#?RHg0%g=4}d?d2~L)p
zbZo?l`vSM$LgYVoYFyPp9SsciIq!j7wK#2!v-+}2Gfg4xD%+nypRW?Bw&=zq!YE}{
z<5l-^T6s>Ks+?!A8$>!5u`oLD&(#BCdvN2n?aYH~kj;V0-w^1eY3U72)xa8v@YO4<
z5<1?n-V}+~DtzcojgPg`o#IQf07wt^B*`rEp#mKu#njdlOW2WtGgbHQ)WUzx6cOHK
z9=o?Yt6%yM4bW;Jh~_3Yv0sAQjf)PiS_leJF3wTKu}b{{-hkiM8ZEc1rQ-t4%eUM^
zMUR>fvS=3kPMn|js$g=<g&NNPy9mVU4P$^Gc!<>Z5M2O7%s`_(>Q;#R`8L@2oagU>
zHevy_BKn#5#wzeAnz^d^(gjQ)tY`@wyv>4J)lO@ghJGf@|DG-Zo=XCSjG4J2Iww9N
zh5RRsS-bUM#)3kiz&Ce-kop}fEEQPra_sx4TUr(%JtbjlwcMZ0X+JNmRqs*DVLdSh
zf}93G2QP%_Z`~pGwXQpNa0n^>*#qSDwGkWK9+{eW;&bBB*`tHzVG#&&_Ea}LC}i9U
zk=UV>H$cZGVcuS6n(I}Z`9JTYv#ARtF8ifG5FG^fgFp0a=07j53HC94PHO4oQ@jNH
zy!@)@l`@7Q-LnJ{J)6ha8t_V*SWFtljUo2<h_j93>`=|uG=wi#{$G#C0TPRv3O!c;
z?uPey8aT-xNTM@N+#mr8D~y1Pq-LPb^$rSwS3WRXkpvzHBwxg2(yO~G5+5$G_y2Pp
zN&AD9{`0whVNnbZ9CIX}J-Lu926O^iS@sU&3X3my;H(O(lqGx;N{+=u{Nd8zoyv0U
zDu?VOtpeC}-S}#dC#dD7Wvv$pAs+AxEI(nl1StIBs+_+_{9m)8NO1YSM-8G&;RN9G
zQ57{EmE}GKuw3%z5NEii^Y=O)#Z)^i&4{43I{CUn9Kghs4CZSM3FdR3`S)}|^b`mW
z+1F+?`_Fw0rsxLS%J=m-Tg^jf5S%@9$ze#<XGcd@5qdaY<;V#MI<|eM#NR7v&B6Ed
zhmEyJu5yu1wUdfafYHfyB=5pqG3yGwdGZjP^47%XhBEnDz%{EvL~8%ji)(7_irf%#
z&~bQ!Lj5r0gb)G&0AvJG#eB=ra^0}-0Si3DAF3}iAS(vT^k+X9Uc)LxbXBjOv|HX!
z2*N^YKoWBp^gu7I&bVi1=@4BSE;S8Dc$Ki*>J_$MMa>6tB25!f|Mi5a!b&G!R{sBe
zVu_KRE`@O@F?o()v*HX{RE1BWr&AOfwiCy3Stqt87((>(|LYG2K`~fS+5gVTr=3C*
z1J^tHui-})nMHyQ`dOuk{B9#q95zDKMr!-L!-bMHF`2Y0Z;Qmo-E*(X*C_eKo;eGD
zW=+!=B2&oHxdXxIRSq-dTP7y7C%>41;HeMH#L?c8|2feIm@S%My*i6>-_?x(zn|Cq
zOR?dOU~&^49hx`zMXLPy$NXHDBkWpbW|16LW5b|LxY2~dBB1%<044K5h$Zm*eQx|`
zHQup!ka1z%+C^fKf43}H^8X6BLNq!31(UD-zKn+8wj2<OKZnI|H%P3m-J1UtO1jd7
zf||S*giASS*p?>^vcMO_PF72a`k#EbJP!uQqCEn!kW}Z8D;U*aIYvNDgbTv$Vt&wd
znqbJX)0CE?kat68R4b6KD!Z`Nc}u6Nzw6deniwuiC!!_@t_*bL%1nAvcWJ+h|2=WP
zSCTA?#V%ecpJ_b%_@oH{e|-akJ$kTE|KlpKq)QOr@?EyUuK_gdOyD5DSd}409}s*9
zEtH8!L%jJ2X5E@$t~y8sbRz&~UrDmGeP{~T%+V_)5`3Tn)>Du#s0bu;ZAl&X1?`w3
zODNKMgtpt<LG>d7<1$fI7=PbOQfNw(X;rczQt0G&IOQ#bmGww|P_UWQIiAC;zXbxq
zh`ZaM9V=KU)k~q2jRCg77)q$(G0s*n?5*x}E#!T=@!^N+SPsE!BW1bDgr(SU3Ll}v
zYh=lQj$&?!$FKbb`ju@aaC!1=y#JUfI%Wt{W;Wll|9z$ZeX3LF#bgJ788nAU2_=Yn
z=fqmN=$=>;FVW2pp{KkhZ@||&Yc0VGSnRiM?SHO)E%z-!tDir<OV}2GphaZ=(-Cwu
z%*N+l^Oa-Z#+h`ILsUy(RtF$x+&ii#Ulh<Hxd(D_1Z=@J6GhXepS1p`&|NT@w8}rj
zp|vJ=-&U~ea!6se5Gcf^5^sOywY~yErRsPK5uK2_v&%gK-(15u{MRm+w-@MCM?GT8
zW&=z634?to{XsSK%sg`i*-|uIjZEt_(Epz9bZYQCnspHu|1nR<7kGOqOe-IuZ0~~b
zJ%?dueChblRHpBkcy#B`waP7upxBf7%pREcfUF(T`jf&sf$IJj7@s)XgaYMN{d~oX
zBvHIV$>%ZS9eO1^$i7&}tU>aHbDjJ4sL>$Up5LcXo(lY{2)YF8f6k=9G{)?vT$B@u
zwvFJR?^RBVXHuW@9ERm5e+ShLru6M7n0zuC%VC}eX{SdbEvo!3MAbFs?f2Xde(Yaa
zsqTy?N4_i#dYb5qI~pTPSE9(Sa#>kqCc2s(m__|PZggm{{rCdu|Gg;`_q{<ScQT4u
z$L#*E?=RUjN8l7<eqg>Yx|?+xT`G#{`;4}YC5S8kwk%0*3hO%5ok$ZY^YqyZw>$P8
z{7wLvG1vnW@+J^b<&9!4O>5LHKTJzb&29N-={I2M)aX)0|6RHVI-=tNC`Y$lV0rfd
z$3EUp!1pW;-m2oWLV1$k;kbkOK7g=){Dg#9nm7qbh*RU|-Cm3T6O1c|*ds@ajvlQ;
z0TjC<BJ3CWnVjp!tDWUEy8hjKO4$6X1raCRDU@o&r@)%t38F&OXH2O)*<mOZZI8$%
z9vy>sB%@kJWm$v(ZLXZ7;@)D<$1V<MP{!U@P8hVi^1C=AAB2HuRv=mJ8g#;>Ipt0h
z!CZ=n**jPM-Z4oekt%&kPkJ&nz-ti}*!l{T_R~%<i)k2y#b2k6LwHyS<fYIKe**Pd
z*Rs~g^arSiJQYvA8|Vo{GwXok_)qeT%@WU#Y;6P&TF`GzCItGnM69$i4Yb07&sw58
ze>Q$j7~bG%0TIVZGcVADZvuHBKQs+=nO^yaGp!L873L00>GlRd!r5u``OT}D5j!wA
z9tDjTNqM0@07>{(wzgI|1om%tQf!d*%?Sutv3l;7B<<%&zUKp>@;n$%J16hBjQPI{
zmW7Gr+qPFsG5+2_WcQ&g^dKB0UV1~E@R!*$6SRr(DZ)bD2SA$yQY-qIF__$TbktXF
zsl|dw{NAJQbX*-~RkOADouZXt?2eeTtc;;bZbA6T#tptAH|h+|pOgYJpR-sb%U>Jg
z3I6lFk;?(ih6<SV(hYOs*uu?)P%Kmt=g>4nBn85o9@G1@MUO&-Et5t^OEPb?(l)Kk
zY@ltDrT7hYkyeFOde&J(Byh@7M~Bf<=||rJ@3W(F2cJ5*mjAENi2OSO^r0KW16ang
zU<pt7?tVY7u}7g~{3BGAAWL|SgD1j$CFs499KRtFqkxV40tzDa9cA5P5-=P<F4!J_
z$*42l6hu<?e5OE&;&nrOo)Ap2GK6}|@cfn{;;X&QXl`3i++FF*d`Su<?p;KTKUSgJ
z>5qxkfoZ+D<}>lQC%-|Yz!Y5c3P=nOe?T4LzyX{`Mx{~5)uaGJjW&O}A`zGLU<O*H
z2z7$CNG;)8jBPSTuJ`gFZ+~UlnGgo0+%?Gx=$$?<0<W1-302d>%bTDR>`M~zSdjR|
zEzQzG5WVZsEVo!vnlnt0$C-v}U4o=E$QYi(d0l{0JAoklVC51dDAJl867k{b>Feo`
zd5s`(5jU;A?4bR!^x)1-<m<JFQuI|*_wj0+X_w?ui*U5gSkoj=oe+UatHnx#o0RFZ
zY0~JrTY0z}_tNd6h@yn=y<Hk@qU9dSF}-?Lu%Bw6&h<EeUF)8Eb>b3bz+OdE$=pZI
zTJto8m9+LYW6hzr5(JFwInOO7vA+zi#Q*Wq0ytROTBOH<gJI{Z|5`32FoMu0OG(bY
zk-lwBr6tf|AV*~vHtq0ohg6o*Ipgx=&fKgw=}+-$sJ!UwK~iC#eWZt4pN1(gw30;c
zX%7@yUMcutAJVBb>n+w?NJ!AUxG$YOD8gqwkWqNuPoxOb1?vSAvZOBE9Pp02m6eab
zu32HV_6Vv{ud_GtZ}fcyyrsoR#%?2j)*9lZE3%Xp954}1Ym1Q#$NksZ38Fe$%eqRL
zCNQxFl4Fp!PP%yc_Iu|Xqg&5$z%wvmEq=*1HhR|c;VNZPqG(b@8{_hqyvrR6nispi
zj|lZ_RnQ29P6(nfZq#ly>=s%p`vupvZ_Z&8)tBlGbJfV1y>4qe0&>Of#%yfx(<L8$
zJbd9;OSf%)9TVL{`m^5bZ>#R#$;Vys`H^!Zd{61Bd&R)E2fn9!-{Qf_Ax)!DRM|@d
zhi-ZG&L}fI90o;Y-M#Bb$scUN%Tvs(?HjQQk4|2hS*mY6V&o9uwwDJ(J+uN*w!K0v
zn!UwvwI4<JfGWrgKhCF{a5J`x#!P~EQ<Az<MTzzmZ-Ai$o%#ERmoAsxz2KACo3(i5
zfr3u%_C-NQLaEA803N<B0{b+WA{-b|2?yCl@V4vGGQ%+x{)Pc-Vi`hwYg5Q{yJnd#
z!Z4nfk;q{(J;c5Wx2zTlK*V|Tk9iP>GbwT9*2}vPX<S9e=h)U7C}AAG!>cYX*0=56
zKoO8dLDF$9g;s5iT7D_!5)qvbMam97PwDl>(5LMqTo-<}MCQbAuet6nAEooExOJCd
zqwAHGJUj0qctKWfM@v$VB&tlNNdAMy;aN(pW;$}6!73r2^@S`il1;&GDRT8lYmGz<
z!jBcYPnt;-Np^qNNxglrrtnK1DzE;rxrjSH<$W1X-gps&HrKww;0D8DWmk{`Q%dD^
z5|VFz1f`7ELUPI&in^l_XJ5%Cu=-U|e*^phRsJ>K<SK)v;J1YbAQ$KMU8NzKi83u=
zYMFZlOrzv#Z+eLTFv{L|vPUP6cuDsV6rKz{ApmyIbgG)V)@ct>=b@Vtu>*w5JEZme
zuG`|579go#<~wd+eG8}13jJVBN&wpzy|-^$@U#Le^E101cK1So?NwLj*_HRW=w5zh
zVYmhY8FLh$Mf%LHPF<RlB112uPF@gD?#DJrtiz4OO?9DcR}j?Q&!S6`yWDTBJxL+h
z7?MHB!g3mw8am_@wD7;1{0$P@%1bAb8VWov^x{xt^3E#YV73)hrQ28_wx^o)OO}<x
zx)V&w=Oi7>*~Zv*L(1TKTJq_lO}T*&WEgjYjPXDEJj|`Z7=zkb^UG~Db3;nXl^Rg9
ziNh!fW0-_FYu2r5m_!=q#{h5b1h^F1@#ltovI`N8^OS+tU&lLJ4HxQ9XtIs6<^>9H
z;Dx=v<*hqd9$Z`)xsyLgAMmtX*&uEV%jo>_UA1QC#Z$QZ-L_;hY5U#N1&)HrO1i`*
zu%KjDtVNA*=0%Y+$BSNGCikl39OS(RjjvH9FTAMXY6%z4V0Ta0?Q;&eD?qor|G&tD
z621V#tWfWTe=nBzotqSB4^qb<+*k$amI?@LM}5v<KUK~Q@DaW4yf!ir!i29$Sav-x
z^D(KImjEx?i@NAV#_zI&Z}45I4+64wKHQNd)rHA>fomXsbZ>36;vF)3Y|{M0Eo8jX
z{J36Do`r#6=|#Jb)Xp&oJHdg&1ylI~nnndiMY$w(jYuCwOM2#VO{iwe`DYkbLFP-O
zy)jW`%nU6{m3SXF$_yy_@L;(!m@UgJ&z>9%;<%)v&fa=ZVOadLZ_f^IqgTm&p(W&j
zYmOuSFPkGx+lnhVJ_0E4c8q(B;zxf2UAO`>asoolkSd!&Lb?eZvmnQ-rg@=01+sp9
z+Pe6%k9XcG+rpJ-=4JjBU9oDGbtroyaa}N|kuuVTiIM-z3#Vv-JlWF10veo1k%amD
zn*tQ;7*xp;>eyB$kqm7|7UGe(3gDL|dVT#$y6LZ%{S@E0J6K$P4*L?RSfDMh%<rK4
zF-<ZW!ICef-7T?m$|i-{>?X;=c$@6bg{fyhifnywtWgx{2$w)Eth^8s9s5c3oQRH9
z#03f%sg<Rnw3Z3^-#4qyeoDsnN|3M{2C-L}C~1IceHTj5*21U2JBN<HNHvDEygUv^
zCtcO@mNBu3T~b1qXJ41;RF%mO7xb*#r8oUl_Qo{T!SAl6FOu21*XD1*j<fZ^tafvR
zWn3n%v2<H@wA=gI{GoD=qa<~M?Yp5lqIqrPjm%^Pd~f-9WeQ&YpvXI$=F2Xmi>}Y!
z(x$OK4>0(l2<7!=qOyClb4G7|JIes1s)YG`{KS4xgi$4X{?zl>H*}l!CwU5?0Ljt)
zV>>Lm3Li*kcWj|4I9TuLxlzUBa{CHq#3eLGBcuwj3-D++RykFd<weD?%cMl>RPz#3
zFeV@aVxg?(ni48sWd(%dA8=~8*Fg$FuVD31xc{EQD-Ghb6ao$<G4p;Op&Rju(|^3X
z*V#J~HQ1-`Mg&|w>*423iGMn6QaBb@c}qg<D<rK(lmR@Mmv$?=z<weHeas8RC$<Bx
zMM405943c-6~V?LLAsd%W9sWLcdZ<reCY6P>VwBGRJ?!DC3Hhs0b+;ZMmLzlwF(M;
zFC_|9Gb5Q^P<cHEDF9?@-6$v~*M@Z5v1T4%VMTMaTmIE^JtP=%r-E823EpEMe^8ah
z5kDpo5Gt3RqNF^C({_&WoW|$B<}9765UOJ=^Q}2rr^SV?o(=c&rqLvKk2dw_h52+b
z7<W-0)pWBB7CIB$#{d#4so~fb05<}%0Oor`KCvf4)5aHGykT<_o8WBApdb7h8^8El
z*xVS%2(1FeWm{ne1HANYmI4GdtNUIlXa6e4WV_%w(%Cb}s9_i9!or+;=&p%5C3es>
z+yw=R^amYV^tQ~r^<jy*DIXORqAAaYV5F;4D^I#V2>G3?@OfvIRh~_wGkYj`AP@=G
zgEo#~uiY;HT^8z{@akZGT$25pJ$-y4I0SsK2X^&7{YY;6r$CiliNUVs--trErn`VE
z-R~)iHAhB|B2$w-UxaySed6kn@r5OMjfu8KW~6$k;Tu&sZ&)ECc}VR)v;NwnB8l~D
zqo4>u3$jHzhR`lP;K38l+0kdF(9oCk3URv2K+c3k)i1F~{pU;NM0#o4w#{fy%2Ezg
zvp0g0HFuEcdg6}z092xo7OUJG+T)k}yM>_6N{=Fk%#Q-8s~UI)Wl{W__dxHg#s5X#
z;xEuva!HX*XoHed<%=t9pG04ht%(&y)!@gULRS%Z2p!>F7!LA;RojZ4!{BGT-mhZ!
zom{=0nS}X|Hye|Xx$Fj2QOI0FXohq(BQ_j5JThHMXHdBp5(1V5lrKb`!k?uY`FmXO
zvPjXeoLo2B>~u^oQ*41!x2reH=Q)NCvJE;L6Sd(*pe(36^{88UZP=a=LsA@)ML!$*
ztN(s<ig}FLf(@8gR)z=`v&k@c!bp!V$Xp_p{xT?~&zEJo;?Y^7U*%zz8bl@p{yN(5
zblVGr@<R@N+eondF~)4FVpl7q4PO9D=iXmD=1gw^a?H9BqcGa})`J&|YW*gj|0L>;
zasnIHSS}#q9`N$2cA7Uwa4d_eU=#!iFm7e?EcE$6$*5G&_v}7Of2HnIJhX~_u%Kb^
zS)DoI>XvUL_hjH>0sNB~(Ud*XcF2sk3x+CVr<R{G363VV_Y*w%g&s&z%<K0%tZTTb
zoMVtdW5^i1?^zFt`i1Q05S8MtQKa;NlyEDO!<)3B8T2~Ab$J+(uxwQ+%$qNa$n}Zy
zrTJY|7ihv$FEdl=mHY+j;U##!VVOLS120^eSy&~5+9Ca&up9&C`#3@O;avaFyJ>bJ
zV3WUqj=$`2d^kA@|ED=Lrb-Z4H-cH1T+)8NNe_KRx{KZb9dGsc9-=o4W0b}2_Z~u3
zWP9*k6McdrI+{jn>#ZgDn#M4(B$Z@^suMbVBWH2RR{54A%t~t;d4in&SU~{QgnP}C
zMu{AOe_TGd1_N0?YRy`HDQ*G~j5XZ!m&mj>rz!7qu9xIgcaiX85sq_kXaxERgKi);
zg`ih;K)Z4m%*XyV)TX~D^cLmP5&4|Lc>Q~vD+pJ57{NZrIS)7hsC5)Dj|pS48AceY
z1=^-?jVh6WqPz8=W0k>U)&C_!VH;`x7*~TZoeN3yXKHn}@>QHam4pZA(0BblGY*01
z(G(fZHy7~UwR|!`&YOM+(t%|Ps?mk`m%3>%`#IqIR?&3spNRgJL%p=C5gFZYTaSJ>
zXh68^vVGqGsb?pKw*j7d-BZ-j)VceG0C0x%ZH*m~BQ$`FmQJ*XNbeKWBi0}wuJHW%
zl{}-f97$Nw&Ru^Pc-`)q^EoCoW&2^gf1V{ki4n!5VE_Y&@(^7;k5ggutq5iS8A%6a
za&urpy@i%vO<3yiIdr_?*i$~^gVO4!|E(CvV_^XDnic73J1-!OBrTX?_Na%cBQBF?
zd)96q4#tkXU~83#&;v?)LDT!FoiS)T81y8{2O+HiEtt95$>#*M=TXSU_2IGS<0MwX
zyw+Jdjx!E*(-Ik}O?1oHI=Md{TY-3Y{r;p=dTIWfweFTZKo5*opNe`&>l`IU>KL&h
z9<EN?Q_%adqW;J-+)eI`2DWT0d#f`UfFjeiICLyRxo4i`4-Pr_`^_QzE;1PPd%prv
zWD6^L20)BJQl~e+%i)vH`34Nq^IGQ0nfwqG2Rp8UYxiA$h#b@o%nm2^>Wl$BlB>tk
zKG+mOLc7<a?eCfqapzeGlK@f*c7wUhGNkWOO#FsBl&l9Sfn;}TH#lgO;)P^J2{NlP
zheRwDnty_#E{o^Om8-4%x~x70qi`ZE4{BR9GZh<PAcQ?KnQ;wN)abJ$7*+Fb*AB5)
z3Y})yzQCw5Jm{vh6{icx_lXz9iC3=5m*jVKR~{#REX(TO$nCBh$vD^@vKJ(iiCETQ
z2Q*OM^=bU?=l72@$`|IjF_kI2&5Km>-{+pdtO=A6yn$Ip8>gy3A{|tcuQ&1r+2dd9
zzjSjb9vR1XbTCxEo9fG}$&pgct7z~4rNnp?20vZfxN&>P!?AV^1`ubHP!7aodVU_b
z@)Hz_ha5TDW}Yt7F*=E}D3PuK#>z=D(5<LTgM1Dd7wzno^GJRxGfU~&H%|<9@^KiV
zV-Bspvim=$aXsEQKzuKqn!x+99)`Rs`>WI52&a|XjT*4?d<vCJ4WyDzoic$11({M%
zy>04GDR47we0J&hob5HcV(zfq+m2NW_%HikWgDXs_Y}M>ugR|A9wB)j)ULL-aI)R;
zPu=l{j_)XxL*UKUtoZ{0Qu3i|;c6o<sXa&}x)e#ziL=ApJME0r;3`?BM){3OXpu2y
zs%H|w<j4`g*i7*~L$J%KgXx$32TJ*uy1pCqr>Gk~g>>?lbDH<5s}^s0yhDhPQF`}Z
z8fn*E33epiW_kkP>P>_53w_Qh+C);{^s1dKC%%>&2F6ar_1G^}?1DV=m%7c!cRwa4
zkbFn2{y@bcT61peDDiZrCXsHVFT>8Enbsv_Q2Q=$p~rv0zQm4MAA?B4=HxZkp~bja
zvHJ(Fn!fYY=C92^!HjtB<+k{bPyHRVvto?h55nSl&GsD>r|+p+@&W_@Z9i23DAMOI
z&(S!`RifVFcbYLz^IDdVkg0O-CDuI$2nG+p#;XdeCX{HO(I6&X?<KU)skH;2)DF>y
z64@lgV{r|M2|W)cDvn&js5VHr5jFP{3Xam;*y)X6;Yr#L1`N~VzlGZv#CrzByDn#A
z84oB#XTF?6#m9B|5yadX?7&(4*3|>N4db!8TZ{>dQ|(Tq(L5oxKDsl|SZYPdS#t5V
zljxlrdX-r6j0IeZ$9=9RR9`*7@obGIe2cbq%U0!OWb|Yq(X5Me?iniSK3Z|D7a9p)
z<Ix>*>~O9FW$fI<vXYsO3iA)63EXq-4ujce$dz(PAujVY{wbQ<v0t~9ut62yJ{=#J
zk<{h#@EcQnvrl|8k@+LaJ);9uyvfQ+)`D+CZ@LtLm4N1fRhe$*wwvsN@=8O9!^3n>
zJtC}dmQPqkShR~YFz+CG80MuA$W}__>DAZ0$xLR#RKDSDURcN&Ln!&-pXl%ux}%Ih
z+LmEc#;bT}EE?z}-CNm5xCVev^jOdlcL&YXakF~w)8|H@0BW^SyO)R{VzexW&cBdG
zdJy>t4(iep1Ixt^M_<?SDSfK1p*}<$vNsF@s6+PV;<#s&mUZ4-tc9TyglSRKQO){x
zd(O}>7)4;4cIhfF1ovJgI>rVTK+Sj;iL_Q!ho&`NaG$p-$y+1TUeN#0Ojz~k$;J86
zddHPPY97zJEzyd=-9Yv#8J7Xp*aLswAAN=T!b(i+gl#q5o58hulxwZK*IAr&%FAjL
z3n##+S^$NGRb#Q=I83Fg?plZ;f0nUb0jD9ao=){8me~pEdYTXTcgC>ox^zGD7z(4N
zYht+lEq5YS5B5}8QDzf19n{RZb}mG(&Jnsuz2UOfWt9`wz{}!Bf5BKF!jAcG)R%0A
zWkQC7rI{Xon8s=I@j4AYN&KAHryJ~C<1C*0QY>xb(2el$NLvg&5L4SC%f5hO?7J=u
zLia`v(fONppcB9e%=UYTMEg%|hS;0pq)f4W5<>czc1cbU47hPw9-QO*%$KsZeESt6
z(|}HM%b9r)9qZ5tjv32tt?dO=%e07?@zKKg#u7Km?{#4o7(`nrD_Hr}aqfrZYh$tE
z)6S``o9i9MI_qTK>9;D=TkoCS+yLI$oeuEt&iVy6Nz-=C3ItH6Bi`5oWrmh7f*m(j
zdpFB>2_o$6g82Eaq>Tl<ewQ@Ct*%AQ#WA~^v|RGBNh}yxMZp{O$8`uD0-1Ea;mTt1
zGGjSRg`bd$!FjpAwM!&xPJ6XXhk3W3CaBzQ!xf;rZ%RVH+shg<DD5~BXJp7ykKg2#
z-MX87UFXq&#@1}sMf|6!_Lo|l;@kS4iY$L7xQ``J<-s5~#KkPQS2|z#`tYN)eRxxP
zVtP*C7~e9ldFN$RHI)UQw?+L@?9YJIvL|rNj<!U*#Lw{8Z@ax7<<qII|2fCvQP3sS
zK6F>mm1gP7TVr+T6RiTs|9N7u$v#D_zw(&{K2J^$6a#gIw^_J$2Lk)U702q@ve7O#
zemJaa68rAgeqz&pc`liMDXr$D_C~<djcya3HmOEWFuzBKBN|Wko!=(z;5V|LOL;)W
z&qhT3eDO-Evl=F^>S)7}BLH#T_Ga|m*ar^vCNEVv6H)yP*i(?%I6WY>aq|o+fC+w|
z1Ja}G?y70$!T7x&Q>TwT`lskoeK@}4#bsg_X3uNi@T+T`HQIy7cWckSREF1@-NZ&D
zV@qUD0W~wl^yRaQ$+y$WsiP$W^i^`MbzyF7TBw8dUas;w972ctOL6j6cpQ5V3)~i9
zFbAh`&_aFRuOH3#T`OuCq-L_}=n+Bu?VN)-i}(gdiTiYFq@~uBlU)0ClzsK@l&xgy
z7|T34&hq!oiK<MFA6PCWzPh$i=YFVq^Ww+_@1Gb9Jyv0yCpy*2v}i;65jF{XMdmdt
z$~(+{V^0M%R*1)5qF8=3g7ot1;-oRd*0r|;qxj(SwhP$GlHxux8rE;08A^E_X3o8~
z!ut}xpoH5N+Q<8I0H2{HzNI;ftFW9mgD-n~oB8bcT{jPMRH(g>c0&+{hX(Vk@=KWc
zLUk7BYJ`oDnh>+NN?n}xMD+{=Wd6t?scH^;p+^ml+f?yy=JsI5SIuN%{urRn*eJPV
z7?c)B?>@0<==i>%ly84?iU5w5Z@J~@;08(UyxrFPgHgXYds@n9n=0CPyoIjpIRpt$
zeseEP)^BSxo?4>8Q8Kd<-(ic6TKk;A43x-akl~v_?;9O&|0s_4SDS&3fUL<rPzJwA
zEALqpNa{433ylt(H8zayE*4_m9a-m1#s_t8r3MX^16S@I&S^ge%T2?#(e!GC&^-RO
zfC8rAkq3nPmJN>UhmHmdyfUw!zvNw}tC#!n)o<7@POhiA@&Lv)#M>k={o=N7|3LFs
z3jnq0Fe5yCi!(c}f^nKR{*h8rRnD`OCp$x;d*}4c(OuUK?Sqyc-0_sltj=xUiDTa8
zLdY*aihZS|hrTD-2st-ssM5xtdD4J|j>U!fq1tk=M4-#wU#Q)AYmM5c`tDFll1X1i
zhw2NKe(H?Grksy*9-HC$ZQbXGU|iD55rI&_*1`-)sGQuKZWj)oL?zmpUtjjY`AsJE
zY3NWpckEo~mz|DDyh|ZQqjt2#AF^dRWQuJn=eko|du_8;xUaou6NFBWsp8LM8)rFZ
z#`WEqp6A%!;HvG?Hg=hTp%b!|AJ{y|xvceXXzSIsZ<F;`%MIx^^MtS*C*m%|LUwSU
zxw6qAHN=y=-7qCoA*;ikf~5Jp9lci0UVU4a6U!~Vy0Plzz70Vu|DDi5UVrVip1o(G
z3jJ<$Pgi&py6Z=G?sXCtC&&#67%q*%benq<1C@1h+hk6sBVLQl<tW)@mP&)GF0h;1
zwF9^!mb-6OsMYN^$40#s5_N83U8rxh#5r?~_MY|G`8{|?{Kj7i$M4T>4G10*ZMuiA
zT)We^rvkT2SVw{Yi|gCx<3W7@raq>!c_BLWZ?=S#K6f$3TAU|?C@AS<1?@R7dW2_G
z%cq!bKV5jkD-<uH+h%3u_tXH&E8-^P{@vNxoq<m&F=Z5NyHJzcc?~u8%l-DMdabGP
z1M!m+DZ=OKWfRnLq8~5^sV$o*D9aoBmrDp>3)&B7f7D(G3ZNjK0PeeoW4Rs2f`3~?
z%OcIYy~7;o{P4od^ZWM1S3D9*WVa8+naoE@vp3{78OO+j<g7qQaC>Vd`+7&_v^M?0
z&hq7fDhj`BHbrzbhdMz=x?DD;nJLgt|5>JZ?kT4JJ-Uv8SGTg5t4LBQ$=!^n!@A@B
zW49y)(NlR1g<F&}=Ft`1d>&@Hf4m;N{2b?lhRzc~HYO>$L0dJE`BFP#7LNqKK<=~O
zRRfL6&N${RlhHh;kyrXq5H{&RS)Y>iFw-~<!_ILc^IVYsLH?N!vZGs(@4Rt&MSZj}
zuhP9DlcXM=<MpKc*}IY*>JcP$RUF?Zar)}xOGK-i{HN1Mf2PDsn-(0HA3yDyc{+-1
zDVI@|e!m&pJ<y0@B{hV3b1$gGPtNM%o~lE4SV`*MA&-=EeNsu(R(q#r3(HDE=3$3M
zD{VWLPr}6URX_X2OJY>pbr(}O_XN2)-=;r3UZ{!|a@%ny5~5t|c~5F<H@KqvGa`%V
zLAShY27BMW&qG>4jtD4V{A`FOuai5Ut#q(|9>s-yiwpCp$J$3|Jpt&qLlrkQx!iqc
z@mEW&X=Hou2;I{oJ-=T^Kl}Sc{kYe$qjP0h;@}wTE+`)V@@U~~!I8zwvO^!5!tblq
zI0<2&lM~p&H~oc+$_rMqL4V!a^ma@MphBGH17r8|TTx04*QNB0Q5wD1@z#?_$mbM$
zUWo4%yqQgGc03=bQz4l^ouIcMI!arC>h!oD-3TMaI$p%?G8eMzy^12z7JHQxC|l6Y
zE|#Ee!q9?~wt^{FRj|p(_Vbk#HR%GciDG#hb;cNdD|O_xro<9$S__TlP|^;K=>0qF
zEQ#7rP@Saqs?;7j0FrihpVd^-heV%iNW#jj<VibG_KLus<9EKF&g63{vJVNgH(N-f
ze8w!zblHvF=c9L;9iNXv6>w&}yLB$-GV0>ktdow`fWqPIc{4Rk|3VUBlw@QsH>$*8
z@Dg!t6a%AXMwDY$`ne*7XA_KO721zmWg<ec>Pb=fIQlT-fOY8A!Z=_^xbi|}a(DyX
zs5m2Ye1ls!a@O5YFLOWbl3Xj&-kU#^A=$ike&@B6AT5=PS~&n7FXV=sT6(0}NicG`
zxq9$@Xspf*cSBX3M|J99)^EG!th?&AaXiE{SY`4H-?)*_GJEB6sM^(u@E%83(fJ(D
zI^&{5Hanu26@Cp9x73~B`LwR@LX#;yUxn{Iz5nbHW+(orahg@($7;|bDC%*ic5b(O
zMep3_x<R+7D}`&PvX(b|6ra~Qa}R}r<F`3=Y_wfVMV$WRn8c1n<ef0(8rGzk-a&74
z%{5cnx(qJ*1-tF1`eLZ5!M$jo&GS|iujH_^!zWocGsE0UIOhVC`e!Gwn)}&18tFAf
z>v#z_-IZFn9v2up7i_ed=(NTmt(9$=D-*f5q3Nm!2)6Xihgc_qWofLezLpmby9V+O
ziKX1^Vx*6j-{X)n$1D@B5r%&w@R?WZ`)L!4EwR<)myA*(q?)O`G_3C^m~B5g%je6!
zCyi&UTz)Mk>HCjvTPnfQuqn}NhvN;l({B*Git$IDkGn$c9sLS7E_G>S`zifExyHA1
zcYQ|nZlkN<-3aGPH|*_V>5-$v^woFnxRRc1p1SWk_H3;%dy0KziI98N;GLUBYHZ2#
z62QyH@*WQq5ih3_h_y3S-mq%kcH(ok)vdH&@2II{5>)cBQKNkxaB(s=LXYH7^5=_A
zMs<>f=O20E899$fhvIL?W-2C(`Hc`{ty%LPaS@u`HXme48W>B9!Kg0Ot7F%!^H^Yz
z+nVBOS5%^{nYVTrRN4=2t#pUEFk36s!^Y=3V@GgbV|FcRFTBI42Q1-1pXAffvk9~Z
z(u{CI_;tG^jmJrK<`#&d6t`8p*}lg#cwOZ@DsjNSoHpIymA^?GSS!(sT`>a!aoc!)
z<==kwA0=C(ci?6SQpRQuYH+2K&qpUX){rx$?T@g(q4FCUJ2yT2)RcAN*ndo_XGLDz
ztzqNlfmX**)Z*^qe(H*_?j-kl{8Xaz|Ig#lOb^!QsIKSfOOB&}&;3y&6Sy&LIi-%V
zYFnV0z_uV;*BdM9Mj_9Re(c#I+7p~c@ox<pco^hp3#qM0WnlyocQwz*7MppNr_<OT
z`FZWdXSgbYCug<wGM?Rpf=Dh;^h@1{*F?I{jsY!m^vg;Y-`X%de@uF1fM;pUJT`8n
zBYuUoKE(cO=|BPR5C9zO2M(Sxj+B`%INPo#C^`*1b2-ChE!%craH~aV9t0k?q5|=`
z6WUp@6M8v##JELOFD?lZQyS1<-*dD{Kev#<=C0CaSK612w~KF-fUQss`EPC02WaCO
zbyBMg-cjQ0w-H27u-}`_$4+2Wv1eA2Q4K6+!b%9>U@CrFEmf%;SQOV>@OB~S(e!eS
zll>bPeU*fj&N<8LxmQ+rMK+c!_hpRD-X?x2zHV<7)`6n@Tq^ZqXlb7Yo03Z|OQLXq
zO}vYnf5nWzC%qt!i|OmM>n@*jO{*o?k82*q-HI)Hb<DF@-sHV)&w8Yrs>5D|8m&2F
z$ms#;iYp1jtg9UH2$`OI!2KR)VfPy0@v%@E#wT3IsT<<B#80l|EPu(VwMrCc+4Ofe
zvnTg^RKam;_DHX#maz7sV^8AZ{&{`*I9?(<>%ojM`N`NZzUeoy8T;IGxx$be_>T#5
z<Z~S!lcTxc*R%O>Cc|6QYF#-zof(>8Ez;0MV<Q<nfufI~L_=99i!C7)uzkPqDhsG+
z?(uINh(t*hmrCI-Q`v02-XFO7fn0RH%B8(V-F`mCID>p<T&ZnYf;6bOJWHZ`@yQvK
zO9V$!UKx@yZyel?xG5-iEM4s~(vb7q^zsg=;u;lK@cAWl!$NVSd3dxN`zt8%W?xZp
z`RixX^8*r9SP{8xPn*-DiL`?xE<~Dt#!K`#Fx}u}a&V~TnNe(uT7;TybijCp<iPY>
zbJDz<*!uT@)}sY=@76m4s(ic^%am%*&Mz5SIrd&HP%kxkg$Qcw?j>kTw~pK{tq2f_
zbZ|ylAl$oJ^I?FUMr>=_-l_pKjqYmqhVr@wb+M#P{?ZZI&@NGlt^s~tln|<z{UYVq
zSB@i@z^{Eu{2%8u)rQ2G9So_f^946bLs;sDwJsgQytfKqmi+K0i8%{%g_*ftCQix>
zK8jhtqM_EBZ;bi-Fnr+u3RCCFWT%z*$#;HXQBJbmUL{fFGR`KsLv0j5$5^Mm(*<T?
z=ks17Qz?H+Vh{TfkM63oNyf@G{`yS>U+Q^(Nhb|Y`-w5Hs%nQ-s9N8l5OI?0JNo|l
zd*99xf1_36PYop6{MF^iaz>EO%vQ5)_c5<tDgT$vvTP-Yfm7xJR`3)DO2XV|FNAdq
zoIXSP?vUm{Ywud`FT%F$Fy7fi2v5i)bIC%^;B`;oYTRl|FFCtu8WzBm2=R!36ZH1K
zd?`G0!d+azYT<v&OV;m_&_!gR!y&i6{FpKwCCgsSUOCje&*2;@nr&WCw&8hvNWb1e
zHPiZ<#vxC1C0F+OLsROCHwyanReCM$mWe*R(~n(}d$wY+<pv)k-K!1mS5gW`O749!
zTrP}fj_hyksq3%fIy$`#oRVa!k`YSg-7b|SrJxj-4sQxzqJ#=#uIKtd3_${}?D`if
zSy7$9oLibK`bvUU3`C8ZYmxFfE_c|gv{em2L1%X+dN(MFbpAc|jW=W2rp)+j??RP=
zvSRrV_Uo^!ruPJOlr-$y#uMfbUOl18jZT72C&Rr*-8*X4{XNV>PWX76MQVXjc}zs?
zYB9@w@AU59kA4j*LG(jvDZ)$)<&xV<E&c0&xjnF4?v7GP2#wBSG{2{Tc_w9GgV6VW
zPIRM-<EKD3`m+N$(F`s5<G`<(OCn#6i1g2H3?%<Kb<RVlR+%AycEDPNxXHB+f#25!
z^zblX@BfZn3|E|Kie#-A2PpFw>X^O?fdf;nZ<fd9HzvBsJ>?~D@j|gyZToHyn{d5b
zZ3y9ZO~i24UKcXjEaFZ{LOq@b{Tb95oPt+}JdRV#&Up(dXC-Pt&)}B^3-*OtY>2KW
z-8T639G)b-O`@%e&;PYQ;d}M*>kSPZB)q}e-(IMksP(TA{`kGe0f22DtOt3xT|X8N
z*~W6GkFH=4;q-@<^&;AM?L8D}K(gvy_{hqjwIPBN+T(Tv(<*oOTrAgpO~xZx<__-<
z)xI@PP8P&<U0CAF3fuKNWIn)|#ctc8?b~nI!O9NCEa(^36i?`t(`l*A=J|1czo2!y
zL#?HjK>KvN&lb$R+?{+^wYPmZu&0T)-s{;F!<}9s*S^0j-?Aq|IT^;`?i9GuChb@-
z>xf^sGuC~~6?;?ZwAA)-jEB}iy$@hKW+|tB=~JCR5(p%xVpj5K;1`^xpQd4xtMtSp
zD7Z;Myk>t~NgJOPZj-h{05}hs>rTV^K|pAr)fN+NIAV)a6r&Y2X}~8RA2Y<FZArIK
ztFCfdiydo5^-6OO8POk_d~jSoaMw2WXmISN0RlpV4f99*f<7+PyOm@a?(fXg^9J7!
zd0B5y^ZMh<Qb<*XM)(oz{d64|J=#jJvBEzpLMA8@6g=v&wkJ)jyRbmh3xC6kWxTZb
z&U<7=becB48;Us}J>1Iebd2R29F-65sE`kQ)Np}ve6}7fO=oON^jBW&@D+!Ptcq@q
z@%HsGKYCtzMA#T)=&2qiH0d=s5>mDQ>U6FPx4G#aZfOF@(1sw>IuEOL&Mrpn(>g5q
z*dH|dsI|ouH-C0&(oSpl`FC7VGA0Vg(-Ps*ORi_JFH)nd($l7WZCyfuPhh1>skdO`
zvwg==CY~ecU392D=`<GC=9u2OGDFbn!ZJ>nM+KDg*z!&D8W0o^aJpCw6Dt}!lE`XU
zXRn-+<jxKCTX`c@xi7bzPiA|s$ium6VLbVaC+?zaNX&|ZTxI7nw_0tMqrJV;zOf2j
zzhee%{M1@ZC5oP)^M%=PgtYxp2KGMAI0P#a>s4Zo7x}BVExI>af^vWHEH?5TU+Cst
zNM)Voy^VeFV)^Q_dx~*EiL5yHo<A0s+=A*xg?Rz$Q<B_5CrP|`bhq^=DrBqc|6}jF
z|FQ1F_9F@{$%u5jGRjs)qO8h@l0C`{NoF=77b!|nxs1#dvR7rVQufZ?o2=~Y@A-CD
zxS!|yA3VSGa_jE8KA-nE=W!h872JeIKhs>Uwfk{}gLdxHmSG}P1%7Vy`(%r+Iux8c
z(Zx09Fh=m|VXz{{7*8$nQDT1I&l$?>hXhA3HQWkL(r2}QS5L}FjIK*Zt>^fz(>C+V
z<b!#)EWSE*X4=BPkNA}LFGB;h;XRRz9j^WlyN;Os^zOdieb7u)=5rMr&SEld%{k64
z{+QZ8!I`<^gL{rJ&8^?t?YVkp*}ry0c1kW(rcV9rN$W%44v0)y23Ix`GrGzhxj@&h
zU?gAlW=Ns0#co@tk5I0xQFQJfu}jqJaCI$))&ceFm;Bd6!jDM}Qpd5c{WHJT$8M$A
zB(Rt*Fy=S*&Z8r^wJpxFv+(4`akBg)^UsOr%WS4JK*uishU~++#dmEnD?dR??D~E>
z;f@V6o9?*Ps|CZ>vc1{wGWa%=-a5Xj`2(YSJ~I})_`KK%gV)r5+8H>8vYECX*e{hS
z#=0&PWB9y_36jCIjfJESpXxz0KCqDQfHnSN;m+F$h`M@d|Ld0b-a9<h7`9<=W8TM>
zmGwO)bI7V8_gvZttGF+PmjsXT_dNFR9U^s2P$l$^d5H^4pw)l#_C?cIBAV7@hi|-}
zRaAD{9OlIr^!967st+($*!wK3xpeC4?BwWjRyEC(zXE5o{(K-;>BS-&dnQfWM{DV+
z+CXv@m@e|U7(gLqEgNfL@`)SL8O16Crp4Q7miI#SyZR(3y=j6t_Z`hDNr*QN)G}0G
zb)F6Gp7Vc~Mv5ckIKhvnF1rRJixwE#4LYOlmmDBFT@@R<)Tn<?CAP?Gf3#t^#@Zvy
z7)|FFM@oTSwglNL#<Rh)ED;a)IUX$2eAkw0J*v>aBU$ruu1BymZ%pgsM}WMH2J>*n
zo2XZhsK+iw{fc^gv0D44OIlnVt)iodQP)-VE)Tg<2sDD(INq%b3b&`9^9wc4S*U0X
zlaqCP4SleHDLMX@vYLSSrAl(^0wc}nl@odEb%SkPd+WIG248>BEg3M|DU&U!e~-&9
ztFBum7P@Cn9v|{P*_7LvH+|~3ICWfoeeAw!x6Ja%1B*A3&Qg`Ls2;yN<9sB~P$_wC
zP{SrM+BDmREBB{cxa7Rosj#0L6(a(ihltV=8qTX#AXvsXf+X>j_%l2Q|G=XV3FZ{O
zCEdvkt?K2Xr-v>32PFKO?;jb!FID#lO2?e8%3?Si`6;Q&lJ6vuttAh|1VNR}{`NQ@
zSHWz?U8PlF8cq`Kf<FhUrOgQ6Uc6%+t}w`S+c=5Quu2!mNm#otD(q*nlx&{sW&L2p
zjb#I<>U++492>V+E$~Dm!eg#l;h@9t?%VO%dnWNe7_nleGU0R_N%I`H^9JhWA~ml;
zJ2Nai4S^+!y+kz%%=?Pp`(}@vzc{;B=ABhjU{_wj9^X5@k30GW<IS!7tGgOqP7J0V
z0z4NESfnbvCfi>0Jv07me%V<nBNwu&#$F9F|I3(oVqSGlqjiC*cm}a+R!!&Za4z}0
zRbN!SBc9t=5x>jo_<rI#B7&q{u;5h5o3BQ|hOzE~0s*S`F2!?zDKi)8_O|*GFj^a#
z+;GRyONPJ8{;dFiw9BNZmu=cAbYt+QabG(DfiW?BsDbvD<NBS07)`t3=*ke8i*${L
zRXqudKQ+f?GTrH7sJa)sT#+VcHEcan`zG_0m%0%eo1Q^%&&(yyz)w(xPnBg;^oH+<
zXT##PERDThRtV&|aeicD?}0FqZsHl0NW3%455%ps4QE#6I49nPk$SQKvL#UKXxug~
ztsFi6a*5)_Lg24aAv9H0mCZ26RL80Wlc3)EExwD5RjC7-XUgWEcMzJ6y&Gq3sFE=>
zGo$Txh(GuX@xE@(4<;YJuf%|bA-qk9fNx$!*->xw{lh~+{$`c37nuUFx#z3TPiB4@
zc=El<`4;dQQZqz3mdfH+3CvthagE0-R#(LiogW=ozHZj5kC$*z&`X<aj@;lGi&y|c
zgTk5gJda&o&-Y@Z<If1s_~t+6_!XdFOU!Iega`cUG5>sZUT7@=_K%9cyM14IxT6?m
zAG{~Kj@obR&t|W^mw?yjaqwIh=!|fR6tusP{KsgMJ4&p^V#Qh7d7JkRC$Bg@f#qS}
zeOI4JC6DHcXO&lengF%A8LNaVYA%2l$QAc}h~P6qV;A&V%WpYP6P1!&pH&Cee?v*F
z*CKE%e!b!~ZTo)6egt?m1-EHdF~*!#Pn#pfpY|y~eEA#VBTg?D(9JI%H*=Qi?O9{d
z@2g9*&LKc4Hj)()U*mcgF(p*x5Qi0@iD2-dl}@i(%&x*k?gB_46}*#%b<3V@NS`Hw
z?`IO1Qej@N8A7>Cz<w+qiKYX5^;yTcJ44R#t2bRKo6cZCov$6CYXI82KGexwo^8{S
zd9Q2P3L4l+{cRT6uStpCP6OO?OmZ;3|GIp$Qm7k=rBJNHMW!wz>-@-sIelDnoO1l@
zkmt^S5L~5~M78)B%MsgC_-^5|J`fV@Z2-_xWk3WTpRVgO0>Q5?Ys*WEAJ~7O6owt-
z2fp@k%Mou?H?V4?0Bm;;KQA-M&DR{N@wxPXcf!;Fjoht^0Ft{UugZ#twLB5=oWAPS
zLW`cyQa7$R?D_HY%ULufK6F#VqD6VPvNWnH=fCr*l=L7J`u@;|KTd1pJ2}i?ywZVV
zI}3=%tNT-dOc3p9qlFNmoAIXWsfZ#E$AEI@kCA)Im>V@(EMt=ehR>RHj4a|#9mq4}
zlattONY3XekqV>NNrCd#cO6pp^=40+Z8`h*y?D=5oIy@z9PmUl^j!#+Xqa|VU1YBI
z(whF*>k2%)WZ|TP!`?ht=+n1?N{C6#g<0<mEoTH=zVL*sK=K*Qpod^pYzt7A&hfiv
zQ+O3ZEynqAq#y-FW6}Ggg2zSH<{Acq5Xm|8yxju4%#6}-WW8@UptUT<g5Qbn*~|x7
zv4x0x3~$Mo6{_O*F+_p*-jf>#-9p%V=Q#K8*7}SI^!<@nwy4b1LGj_u6R12YPk)Ws
zF3`Y-iFlFt2Tj-YEL<>{Z`l2$Za35koa0u3+<3!Xp_Kw3s^JWI+Ms7g$7BiJo=!V<
zBbRj0qG>rOvT6Y|t}lW6qE@+VuH1-l*l%-)<xzE6tx+sWRig38Pkex;;Xa2SDSlDW
z3gTIP`{iqN_b3wF0#XO+;Ls5aNZgn@y>{r$QeXYs%Yxz#zlh#|7*H9ORk!d7do5p}
zxcnGML*}HMXMz9S0WlM%Uf0uaJ51S_i01<_;Vx}C%LpJo4$WYmtb{s|Mu?UI%G{*n
zk7P`NK#`3+Q#Bs;<&j!vE-}txpzF0Eb=>nl0CY5g3VL{kun=M)0{)39`OvBNPWWVF
z-+QSA&*IA4FxF0YgJ*smJs{RZ2(`s@hyl6|Mat34kj>6rJs3NwSez&NoP2XnEDt08
z<;LU^^fwh0yeyahQJ}dMcwTl8@#+igK4V__meb3+Unj?P11!ZVG|UvP$ROg}tr}n5
z_vebi()@69?Z_@W5YhL+s9_vwcTqA3W~{T&owJBIaP%}L=x)7T6_1#!C@nEaDtyy=
zux10pkNnGyn@A0Qx^l~N=;8|*wX7^ZgV<uD$>DQaWj|tHX{5%zQo`3txkD5h{pN^r
ztf2barv2IBfH#>SyiM#t_LH3Hmj~~FL1)Ybs|n>AXK|SmyRhX<DMk$^U*Q(ZactMR
z`JVs?PO8jUed<8ele)#nrKPy^J+7DcdOQ@PFZyw_!ZExwlxfpB{R5Q?hh3@ETa}Al
z_#aOKkl(N}P#0#}-{r0b406uC?;;aGw&l+{uwS0u^W@`Zk$D25?}T{jCppwo3MD&(
zt%j@TFNU&@l6gI(>P5l?9zy`%4T?+vnPn|1)yGzTPh1nGBbyG79#4Ctch<URlfbV0
z;ykyP-3dfI6{fq^=oS3We2%W!8*)E(WC&Vr<2y<u-}uN%&GZ=!OVILG6!x?{ffJ2+
zZ->pdiF^YRK`gt^M(!5yyY8cQM{@K9P(+`I0=k)qlm&nL8xbCni*X|$BW3^{rs>!j
z^ZcdTmfw>Sgcv)JD9uwxvW1I&IkXZZl-@Z%?7;HA4W}{zygTJHgqnj8;Y(AJ<{0$^
zK+wDHCP8Ew-2%0Z@CD!tBYB5;T0FT<f&qLEPrEm7`PK9v9_*Qu)m7Jwu_G93O&q?j
zRN9ahDd<H3w7IyfXZGu=i+NIGCxBSol&n4Vm52BaS(~54tgfci+rE&Qv=rGxG-_`Q
z6Za@w-m7>g!o%Ny<M<v;W;*}FJ@r@8_Cv|}4EPzrJ=LRs5vg!PeP6f^72F3Au-riY
z2kTB;(Na1ud}HQ|K3}rZk^0b};c((E{_^R)j}&Y!ld^`p7VlEWHxf=ho!ks!XSr-m
zzU6MRi~gS>Rhjb8_Of_F=3&stvY7DtJYhw6d4b^_-Oj_c9ru4|$WE!rYBveLIU?95
z7CLErjj!4K1IWL1eO7LAtYbdIm7S2QVRzS=_u0^BU{cNsmPah2p6E`YPlqAfUDu01
z>Y*7YRTxYcKfoz{$gyj531@`4WL<mdQ*Ib;6T57Hu<84`Xq17@@aOg3bK{d~3`AN?
z_kGp!e&M<Z4|&Rin)obDD6QK=YU0zcc^CvAJeqlJ$dI`xU!JRnz2T%_<5s4r9mpd-
zYbHKCNaEmiPpnjVqVX_S(I+^lO&^V$-$lebWterY=D9Lcg^yjm2J~dnlyk(l!s<;z
zJA(v^Kgyn2_LdUS1|=%R;tMtw&5Y&T{Fn3WE^5X4J9ND}Vn~f|BPmKB$X-J(0)T3L
zVfL|`Z%>|Ktsc!heUv#*TvtcTnpBK8TsQ^89&?l0ScvlLsI@x0Rh%otxfB}uueW2v
z2?2h8?Xzaer<Z|89)|i#?*gBqNOHg?@=kSb4<)nEfyp*rH-Ul1*w3Yd<lZ+qN|&#N
z-YmK$p~6@6Qevq`f~zwxjD4tH^L$yNqLR}A`UC}H>k~hgH@oncp>L)2Su=ZH=EJPe
zKqGOo(}~buqf;+O1TJaqzF04Qf!N_j^3j>r`jqg8;)A$Hf#%d>MHUoNV^3WPIEaVR
z{BgUId5bkF+9)F*eu73hm4ayvV=2YVu|{*QS5nD%qCrh#!Sd~q{@HMXZD?;fJ9pZI
zfKuK2U5FWOaoFfD>L0lh5_-(xE4SoRx=3P+^R0WO++Hr=di;#YKMwIJ4tq<8N;X_Q
zexaz1zK!MB4B1<5aa{8Iy2jS}k+Xx!*R$Rz(o{XRIdP!<dr(xhiA_YTA_vVS$-w$M
zTDNXQADqzXB~zGqJNs_$NAb_E32NV;qZyKwXRRo?<0mSOycp>zd`GPx4o4GgE($kW
z+J`+dyh}>M9aU%3ORd?kVCa}}x%tZKz6!EmB+o3b9bZrurkVHl;e710y!><hNq+at
zpv_fJvdi_eK}|;Cn6U4>2Xen?cze8Sla!w-0P=K<`Jt&hQKL(9gFpXicFe1wc)OIs
z2|sM4iysd#x;c0L#K4y|YX3`d%ikGCmL&;Ce}?+WbR2B|VE(H~nyM_FW9(=r-M<Ka
zPYSr=YMKXGx1q*&VFM4#J$~JhBF<6lcJmWP)<{6jLO-oiZm-#hld@!@V0t;zdmi?-
z6VV5gtmU}{+b(3<lF&!{yNkvsjs4p+m*c^Aq#EsfV|OJ*LE*KL0MSY5bT5`VXW)8W
zJNxG3EBhl0HH_pQHhdJOcO^XXcn<rXW_iP_$@nbkRZrX?CYSQ{9&AP}FOkKG#>LB}
zY#?qa{O|L=cZ9uGez0#BSZ%b@|7Ha?S4A26FP$<TVSZ*C_efT5f=Z$;X1I}<rU^7H
zjn5j@Gv)x0J+JY#gtsIIg&W01HL6d>0(lMBj^DXKC0Oq!e(^X%pY^{1$O!_skE*28
zZjGw;1s;n*^>a?v>MJofqdXRM)IgXs|3=Jvxdz_c-Nr9}9FJf7lEbek+>kwzBk=mr
zlv&iM1Bax?xj`Ft<nrM0<e~|Z41P%jX$iz_OF(vEEtw*!KlDV#9yRqncEtn4i+*Kw
zJ&`|Yuo;ztYY`KrCu>stin&7l?^|NaPZg%TDlho<fpq(OZ(D-DKVrTizL3+s_cVW2
z=kH(bShN36nDNIJZY?hQ=eJO+>KoPLxNY#Y-_QD=f1o4`2kQSGbX(x|p9T88Z2z~S
z|93|J?=o#=ZCj;`--Vw4Jq!B(U8ab8-eVGt|M}Z@q-r^~iI5!?`aMEPi*ZM0DyS&c
zf|M1h3Zg<ycu;9calYEA5sN;g7}W?hlK0O8|7_cbexk3<b+8%(s=CljDTBWhqr#_T
zwN&~n_TI^XSJ!3#*G~!pQHp*ioA*1kL@_B8*ozO(c{xDcsZXUOZAT8VX|G8o@eg!}
zq{V(w=vR~ZL9laqdI~m`yg+2^Bd}f#4eCLh_GYgAy{3unRn6Zfyx6nwqgu<?k-Ksf
zJC+;7nvUDH6g?MOP!loNjLw7keYcRxQ}ne2B#!fE8~**V7)kH3bM3?JToB8{=YXeT
z0<kN#T`OcWp%$NssWVc^{)dx-*CDdKm&^Kn8_)^dQR$T)M7RZZ*_nP}fbpgXEwnK7
zpH<mbUiob=`ygKDe6H#txbxBo5SLCwC5-q<Tml8x2|q<yuO#|E>R?+h;VA@8sYRQf
zbz3M5@25|H8q`f*tyJ7;$#qCS{$O>wPI=&eTJF?St~yjJGM5Q={1x^p!NChZMbZ4D
zSHU2(bqCc9khoCR^Zox_J<$kSq`CP;Ir8}qXAJtHNJ&(CrL9?^<5u56E4Hf%I~_03
z$GI_}HMNJzi*@Is1OcTYr-xDzzbo@zKlfDWjUAhdT)n6_RCvDr>XYN!@mCmr?1@W{
z)ZqB9$s(~q#57*SGubZa^n1^JVbAw-ktpxnbCOe}9XeqkZRJ5%yhB2C^U1MC58v^%
zI3Y3rhIPlQidGT<-=+&hnO>0rP|+A9YG$W_@h&s;QFet5=~~1qjR|k8T1|aZNMe8M
zz+v9@p$sIv#`SoUZ9qBg%-YJ!e?AI7gxc<F4ZUc|M02>zpe}YN{{1`}rW3v|8RU;{
z4ua0j-6x<L+|G(5e@%fnnBvPy=MO@SX28Le@?w3w^I)UnCB<N2+W&!qedhvGTo$Eo
zfg*<~^kIcvpej(7+hpVbYJLl#Z}LlNDP<LiKaMYCZ>c9?4zm&|izU3w#Bo|6uIxT7
zG1`4bN{mmR+^usWZL9alOj-T;<xqRz8NE+rvy78hY89_i?RxuJhxFhjn&QhGdwb;*
zA}_w1A!B~)7PU}A@m<Bsp5x}H4<Liu3W)eXZ`~}Qb)8g^z65+{XVxc#zr)L|S7Cj+
zi_#WnBV=@7>+Feo9Py26hoY7_QdsoaEY!$^?3)I0F<vjTQ8D^};x`x)!Z*zC#4guc
zW_zev3xKq`R{Ru3S9T(93UgQvKa8EUA(8BDMG)W=qsR!|-@hJf`v~<ra-cdHhJ$=p
zwJlKp^!HaF)@8<eygBEldfe8{gEL`CmPuK}d5Z4r_T`N*Ba-S-2Z_`?py>)LuOoS<
z!HR%(km-3DyYO_6dd8IyV*G2Q7H$zouDK8TKg>MmX;NqF+x^<LxB$~tM#D{%IvV>>
zoj8-soWkJB(F56CpdgX~>SBxypi*81@}VPoF|wgoE7Cl7bT2nAMjq0tq#6(Tw?wyT
z>LTKZN|$9K5&zw^>?P9z<o+@5$VM3}A7aj2^Oq-6V*K#%C;=76USn4EFNZOtL?c=a
zdF1S;-CNjt`7bBF!mz)&zVaAz&knf68JwEgYEVOe6+44!&x;x@0o%R_JpqLH(olbR
ze~x8Kd|ec=q$atEEs>M}Dg_}n$J-{LoZNJo<SBY_^i<I`dMQt`EBb@v>|q}?XEP3C
z<fQSl4Gq4sOmnK)Nz17?!4NMe)?TiMKn6knEzdsY0|?MIfv^l6)6AI+EsXe1#X8jY
z1APr|@7>$%ecWqTjf43xC93Qk=z?+8mfe-*+)pv!pJrGSrq$wWpuj5~VqE|3iZai;
z>A_1nFqyE6Ug@(Hue7gLro|hhE+N9s2C``=)E^q_%*g<0(o@ufFJEn))!$zw0M==+
z_>07ral*zirGSPQlxdqy7RFmy<YynVd;n1Z7TIx-i0LYqq7S_Vb|c>Z*nwnDe6kd#
z4wmvXYfwQxdHAM(G}#LIK)DU*ld>Qcg32IO%?y&nomR~f>Z%o0j}y09rbba6xZfa@
zxyj4-L4C76_o2m?HgYfr$Y~rpde;ra7#C5|2*ZPgOKD$m!OIR+_xdsjEYxFwomZXX
zgrn#Jbu|-c&k3`3LyxDDFpYAj4-_>(HQn(snXzpvT~BNRRt_n&aplb^aF=sS^@V6G
zANc3OIqJO!Xa<IZWVqa6f<c5W0pmbfXtaxa-FtyK-o0V$Q^1{}qg!k@7b)m~ra@b%
z_uFkBi+=Pw1TJqTOXd5vlNWJzQ-&V3ff1j40Z8{H!-JESK&zjPEY!L`VesYgp~X}%
zH6H~COTaR=OZBWRc4r_dyMENSuoTGwN_#6JtRsnO_k)6^8?sE}JD9BS-AYH{yGe2)
zc!8Dv$DI`(_8qK7fY9p~rXLDHA?swFSx+GrNdvS2AAU*?*k(G=i!2Uw9r|(~_+rlA
zr_?Ge<?olCc-#UgBQtPSbF)(4GKrNAY<=qHZGHnsn1t!8%ir(Xg+I-d0^;;swL)Na
zqnQ^SU)#xsF8}Bd0hs@Rv8-QOB6s&-FK()YhB^LVp#!zmdk{aRf^o0-=1r}KDC--c
z{AL}Q|5EG!yu{|$b)f#$#1lEXZ3p)=k<`2U11}^ug<z3{E8W~zE|)qOO+ARL5DA-S
z9(eLJ#uS|*{1s5YFhIcE3GgEykj!2FTohL;3_U_+-&w0ZoWYm(yjx}*jH%o+c*VHs
zxQ5$*zf-Q7fHwop@-hIdZ8G1T+Cmh_(HUH8hVs9q8I288sPA4u;<H+XAi=Pb=gQR_
zguor3I1$?f9Gx5f<+|He4E^}S8ytS<o1x3weh(#jflZx}R*<?f0qEW*z2^eoWCceV
z&qD}o3RvuTn=D$0tCar1@)<V;KFmQ{<u!UN0hy@Hj}!%wLT<V7X^x#?1S=N4j7dYh
zZObsQ;#@nl)_<rLq>UvPbn)^x3JiznK_e%70`SqeHvKj@ALK6z;eL&SdCour3$|@W
zr*c4Gf8ya0*+R|Rhp83Gcdi^c#GT?rQYW^(lK3fLK(7`dGA0NgM`?l!Lu0&eK&$bI
z%ReNbH_RH28gO|Qi?700i)(D`V4_%H$H-rG#^1-G_#wQ(RZfD&ZO7vm7Zz!IA!Qz9
z#>V%G{KAGh3<ag8JX)Ied0>J>P0MXwHg+QwJ{T`?I;#^b+RgHXY>mvJ*TyE$5@^b?
zo65dm+8U19T<Kt$?BnAz&z^iC)dGS+dN9eiVD*BjkMQz)=sF1}H9oV+Ln4%D^xLM&
z_S@%z<w)2=4L(;-(~x!Vj?_Vk5Nmv|N1LKKNaC+M#?D|cCvJi05FmAK-Un{$1YiW8
z1Ha!9sjeU~5B;FGnc$~yLf|%m3<8?)hm>%Tzz2s$W{RvXVtD48ksUldcK12Zy374o
zpz8MSHJyf}<Ot1Jem4ATQ;7XOK?(n5i27%p)JrVo9sYu74&C~Vr~N?PMzdT%$G*~(
z<)z+^KpXZPNu<l4Rv_Bi+QLs{nQ*F2VQ!i&2r{$-*=JZh$CM*Iup|Sbl9N{hd!G6Q
zSDQarX<w)^cWH0|VbNBky#e7=3e5Ouf#A>(8QnA2LqD<;^S_n!S!hxr<0s}jh2(!)
zU^JUPx>$BWYO`e04=zK7GvUosopP8#!f#w3*)SyiFV0awZa^9DmiEXQFahJhwEG1A
z@I$pr`qwy-!QYw7Z^MiOx$mTzB$jR0z(7)Tl8X;mKaEI7BsFmZ#d@h`ptF&d3|e?y
z^^*{)&EXe9Ou{pHvl55IWlVrSXFG^frA%*$V~YpugBEi>sLLa8!V}Y#LAQ_Oy%QPT
z3k3zYZcO4LD{p1w!F-gi8!DXkd}^XiY5!JHw+`&Qcm&o;Ucss0)O;gN^}emMBIi%Q
zyAeEe_&yluTbd8l>ybE{zHSDHhbI1ryKbD-av${R@;>?xbt|f+-ty>lnyu=Z4||Ri
zJ$?5(^G!f~Utxsa!mCZoB(iP~sE>Y=u3U$%HX{(Jw?&f!oExrxGV2r^Ym5(Yh6DQn
zO{p%cifiuPShq8evIpF8E09n1P&;}8u0j_D_>0|ZOT2WiHN?s<{u~zB$O`BA2^Z-D
zNL3jmn$Iv&bKhM7;KNksS(oAS-P4pZ8^GR0B==MVPpO$Y#U?FId>z>(U}N*DE1Z>R
z6YKNo5R+C@TzjzG5bjuU5qClYp}fQUui;mM#*8WI8QZD1fl{GJNkn;VUKF#u#Bkog
zOPK`d3APQmCt-)^{hnT}QVry|^IZI%BOJ!WuN!((!iDeNr>*<YkzRHqkeB~Vs(+cB
zT+A24dE5KFG5!k->z=}0KeFAPcs_ZD<HLBW%k5|1Lw>|9g5f0-HIX|W>0yh@Zc=Mg
zQ~4V|VhjTbj%3FS-w%%&pZr0RA*^iIWw&BcohVmyw>fEIcU7BKk+8uJnBGv94Wj@w
zZMbZ%pSK;q6R(>5X}Z7UK4e5~Et{Gq-CwMt-o0y);mRABDv(b4L5(=GUy>7{Q?)Qt
z!L^b_9<LlfG&Ky-<Juz0$qF%!^D+fu-yf(XsP*oy%;pqopULTcbSzg_wxq0_K1WX?
zRM4#JM^`u`{cyK=L{9ca>sb@v5s-@R`u)d~SA{x?h0h;BhX&)i`G;r%K}Uzi@?QNS
z@Kd)MJv74YAl%MR<{a@K6mHhE3+*0?i%*(q&y3Kp08StQx|q!^Nt)+3^7i>JO=((G
zJ+Q@wTbGQtXP8?+cR%_j)tYW!v6o8$436Y;wCQov!|pR#n$l=3C?tI11`-vm4>+~+
zog&sVO(ZtdCpqmYMmikPytU=2^fB}7SK`k0fbQN+wQIKI-Yn@J7#1UM0Y{IJ(~~k2
zqhnDmFieoNs?*~p=W>k7f<!|iK;)vWL{h@79ye8>)Jkgi43X@Y4&Xda3**6Ev{lJ?
zEsFdx92^|JUi+MuO*MnQ^uRMrx6e&=i&%*D>cE@;ESu(!MRS1Q_PB+~tCIc_&K9V~
zrz*UXA-wF)CPSTB|H1{g&v6fD?Ra;N0F^tqhZU>%0`5#m1lHnB43gHzmMpAzmnZ&#
zf<@_@aQi+l9T=>9NaH7;1vamckbLbdh&vhSA5(qVn7jf^lC^Be0lVpD!9<W~^wcL;
zRC8NKyypl1u<swIpJER*s1o*r4iV)YO|$2(aN;T@-h!qbc{Z(aST-RVlkR+>$z_Sh
zTYE|>8lgsXL9{SQt;3L$?9Xm{YGV=kLI;b_Io)M>B*lu_c-@hFPC>D!yh?;J>jOwh
zeSR>NmPJ2?G?5CbtDLFShq>qRO@oycYo)LeV3WsFuN);05wy8Gkb~5R%%`{)Rs{)D
zJ`_}}&SH5~Z!{DPMHjqqzir=N9<;2Ny+5;*pOdXJ8Rp3->4#RFo*UB`3egT|5TLlM
zpsnezlLF<jLIc|+5MdW^S%U=gn82rw4-=qtJKmh-K)72qjaM!G_BH)u0l1M22e9At
zV{_jO_AJkLJI!9pp6}gDSZ_TJSVW8lMF_++FBUm->K-JEj=~6wwdK>8#Ni@?o+X<k
zjkxZl`-_t=Ov&{dg`Sw{M$7}beLnt+YiN=-ULJ@eG1LmYy(#No*Zyd#lh!3)1O&(S
zs}BC^7}9^ydWK=I&li4>fuG&e?XqG@yYQUz#J~6C-^+4_)ILJzq?pA9oB#GZWJZAG
z=?a1>%2PqmWcYSKW|xEkK_ik6w-S@m#!s^xEYGKnZZZx#O_h5FXKvkkA-_@&ByuVZ
zUIy*MEWLclX|Dre#wU;ozZ-BhxME~xO!?axJ*yyV7hJ{66Q{wnN~h6EnCAM+hV@14
zP}(miZ6&hP{A)JqIxYnx8zVQqe<phc0%*^jCb(Ny@8i<;2UqaUnk)ZMh>}x2$#ec~
zN;2z4Y+4{|du(*pp+*hguLVCu5XLSG6Uud+<rpr|FKeH^_@~xvoA`pgP~P!MXb4W(
zNJC}S2IrVVtf`}J_fE>-+^wn2&gy=CSZd2^7grw*^`6b7Be^+Gg;)-k`Tb*DW2|C{
z_Twb&Yf*yp?E1OgtX`w|X+zv}&atuusVhF^rXa4;pn+-7_@tXDsJeLFMV)V6lY_rT
zOqQ}&;IrPN@cwzefHG{(A1#280@?oUYYqEQe9_fall{BEsVyURS=1_@CGd?vIr%P@
zAJ>Y`@)17&EL!i1x4Y6H+`z#oN$DMb?W*BxyK0>2oK>?ymix*@pp6?)iq2~5|MFqG
zKf2qhH^flax5^+~{8Qz%2R5_;iIlA+IJ*zp57zi*1p0$3@h|K8j)F8_IZpnzbEAXC
z6$vYY{Z+V!yo9~v@4tuKBk}aWUJT$ceBE7T&~Gr__D^^Pj%~O(YdljZzk!4>oL4(y
z=&hoKa*?2FQ+*9b!05q^2T{v`sVtr`W2#o__UnAPvKvKf!!W9R#{A0)S(0jmY!Zpu
z-PMO29h@=4938^_#z!?OChl449sY->KdWydeSLkzL7^vb+ezG9ot}+#78CaBN|<5v
z$L^C_;FD-D%khJbniS;?c@KGi9cgJ$r3}7V^?8>s8-G>_6H5=}?Rn-qwh(WwU^<{O
zR#|0in6%pa&&uUwBA!AJaq<~yRL@r>l~BK5R#v8N_9}RtHDY9F<q10p=TOw(P>A|*
zZ9G9$g+~3Ja@S?dFjv89AJ4*^M(pUXB$Ib676GYQ^?su&9#~02UmoM~?~0TipFQ?f
zRb3hO87sg4I+%?sy~-+&v+{?f)p%69WRT-sv-|?<vBBj1IWnAC#h-U2oGpDCwQ$JY
zI7>j*jN`N3k6+Vm8cS$)d~+pE@L4lwJ=Zo@N6NehpJ4n+(X}D6KkI<Cry2nj%0sRp
zkQ2P%emvb`NSK>;mxP2xDg)XPsE-iq^tSwj%6qw@y}Om7&zJ~4FQ<_(j6>72g>P0@
zT^sUwn~*YoL(NtpirT8d4;M8wq)}lx+cCF@1oK#=C^+k);JT#*8)DKMU)W>`80z<5
z?SdIZ^_=;?ZduLdE-B#5!o;3(64K-sKn%|Jz;1vj{K0w_65M%F<CqSUs5S)R>k~+R
zj&}V6a)l@k0LA)#CsHLQj&$R?;VP5!26}O^s|MEl((wTqc08|5R%FdOXE^Ns)#fA<
z5yG193ys|S<0e{C8JbJV%IN#gtYQ0qim-~u_r$x|m{k{^8$Y3W@$bP9-G%L=2j`L5
zVU%>_uk*0NGw|00dSw3oh&0W<RF<RfqL;prM<`+>s5MC_W1Zd%J<b_Vt1y8a!R0(I
z9%lXe9C{B5dK)S5QZ)g&N~1zm9!=1jDF|JEi>XE9;zbt6TY1ui<M|VBe4Jt8{30;Q
z-7X88%t{rTz+QE{8T2*_I75uDi-o65Tzl}vIa2$JtLj{bg|0){Na3x(vgn@MX4OIJ
z+BRB*&-A12zi}M^CY25Xs%6gvpg_gQEDKfXsxQo5JtpM%q0_$qnXnX(<v{7kWbjZD
zlDaS8AI<k%j_7B5rNFV@<&#mvw+AZU-i3LMjCFr94Xz3C&UfiNl-NA~xI~^*cJbnD
zqX){a_^YPhW0G!+MEA#!55i<Q-8PBVAQJrHZ`>Db=Zw!uMx;?tFglH=mRQbr+%|kM
z9avuJ9TUAW2ieE+{r3XIJbTRhW0U6y|12)Llux`|SLj%Iw;k6$i9*5xeAOSPGa&}t
z9e}0eU$Yb$*~@7kNzPG_`SK~2?fB8}P&c#)vMGYhpElDZRA_ljnraWH6lLa8*{TcY
zEVG5!yFy%Xhu+PAd5TPdvIVv9MiQz7lIH?LfrW&|^`?FJSJpK^3)Z9-QuYX#Hi_Lw
z24M|(rb$8%Of@6wxM1mWOqHI;9z-=6R;I2!U^t(}&xtvr6sJ^1*I=+gh_dCMAk8Y?
zl*RoD8~m2*7tk1w-Lp0ja))9+VQXju;ql#6cjiiLqAu-L-NS7mrtsh{Rp!ikuaK9E
zjk?{7$+AX5-_<i8o&`VVvM^w0=pL)G>vkS4u)|hakG&PSbBw=4y~iz43|ynz!bJOC
zM4n!>W0KrWWj$L`o7W^{i`P|XP$FJEmUh@ZN+tlFo)W?qina6}H@o$GKaQJcYXt)Y
zhNlug+2Qr|z%b*39UAs7BAtr!8&IO~p)D~W+>>2B&i*!;X*sVVVc%Rr=}8tAmS3R7
zXLUi=mQv96c8RyJA$xaD)`pv+tN@dR*o+ROc&Xzg!xGyr4IaTo>|W`S&=tDdJ9iPo
z$JdC2Nv%YpSDKNCk0H(1YkL>pFuXRLfUs}TU>|N8r>sbcON+B?_>ef1rsyDn>)#(N
z{WRM(h-><N){F+GDo!Pl#w9eqxnqG}b#KL>#QpoS2F0<A12Awwhjlp6-+zdw+0P*+
zf!E+N>nr(d8|j8$pHR4jou$%$R@qExdo7By;8)+i6%bf<j=qs8ysWHl0>bb!)UN=y
z{A%<Z=Q*mpD`DMi40VKlm4wyw&fNj-lZjDD*ZQjoc^WhoRZ7a9LD<<5FjnT{j7EKO
zdXDqlQhua5wP>pW%6aGZ{PnyjEb{d#)WNq6dY?k__lRSJ2{b5QgvZOw78pI}4`|fq
zWMCH-q&k%+7b}UAT!pK_&VK3Wo^ho}`KYr;Qo-kF3+qIu`LSA2can!FF3GeG@KQxA
zG-y~u1vCS&>)yL$dG+0L!_V6#aXlF2zEEW#-Uiucl|kCc(#Ct#f3lg)$HCyc%P^IC
zSZw<(F|!2(l&>jO@7D8nZw`J07;&^iSv8DVuo~Qb<Y(OC<jZxSA-!gEzk>z|hSvaU
z`e3?6*Es_$)7`>q+yXD*1i7CgW#~|t6%)?{1jI8%GF5v6gLOjL%8bx}nGA;ZyHjC#
z_FXq-SB*HYcD5t=;VdRa1qC$PXS&05d55F^s^+>s=a$oKmh~Si5b>Tk(;?jiG+P%y
z?&`I)P_{$4)0NBobjtn)`=7S)O&UK?1#wj~7e2)$Ib5mIs087u<+)KkGuaQ$LM9qh
zG2WRF(tY;x8XfvLTXcnAB&4R;1VG+N%lS@AmfF$Zt40IjCt8_Z2qDe?u{*iH#AlI7
z7Yw5=t8?sl2h=t$xSW@**`8VK!sC&?HADV8SA^9i7s4Za+x1|>nJ&-~nj5PjH(8&x
zfHaRbNvbrCReUOPCbk56d$M-#b{{-f_<_+<k+>2XL9gxwmGTQbHNFY`e<a2S!mw*K
zNc53SJAZSkUK1qr=Rp*FF);r0(=RDBe@_y+bDke};pM1x<5l~h{oRbmefhDFPAv6w
z0&#BiL8fY99E|cqRg6|>0#0_n62kH8El6Or2>jGnmWIPudP3Y5U<O1Q3|e}PzrcDZ
z-lSb2Dsbt9)+E*1R+I$JP-7oyN(CRqG5Wt@e{o(ROa!<#tHd%U+j<t|2CW8=+)rC|
zhr&20<m9+h`_^Ua#R%4~_bhflSk${QcpWa9VzAKtPb_a0n66X!sYWD$fwb73OYFiI
z*MvA$zQBEs?(f@TjImJdUs|f-EolYWArnZ&g;$0k^vXb4=lFTTpFcpHcwX$+9y|gP
zaZ$WQK;pMTqHO@`>rv2Ut?+3DSnum^3DO#2P>Nkwj^Z-fem7i2@rg-OWFmsgqPF&Q
z0P_>3Ni1OsK?cXUsT!(srjUz93rxwL>m@*HNi|LK->QL?GdldOqSx2y*)IGQ%ulGw
zEcJ8%L&g*a2}P&A_f~sW0^Qjao$R!cwoj(U$jw_dOnfnF+2Q$M_7V!q%0nZ=w;pVX
z>nAK6>h(FFtpP>Pt3~b*X}8&qx9AR*<I*9+y9v{;=qt{Y(CPuB!hYTEAp^Z{1U{>F
z7MgLx5|bJ&u4e)Rj{)Q>OXsQRs!?P~SOrzV%XI8q@{yO_o>-`FeH;8F8VwJ@ZJ^8a
z=RCQJrc%fa`M432bU|CXbT1XTjv8<q`Q^`c$x9x`nHkkaU>jkO;{s4GZjF8OpfX42
zuN9u!9MaQgNRW%GcLk(Qzw|RQF)d*-@q5t_ZZ4}UCyl3F%rYJST=LEHOhlUURPHD2
z;h(#PH9?)Ao^*HK5|z0bD2}b<fx8k>6umgx>+#ghzE>euA<E==wJK3@0h-x}df+bV
zS(Z_UYFVUW2B9X;ZP38NlVm&52G#vb1<aXH=a*bzSN<lt+O6m4`S;$ysXlWAqeI2x
zDC_<Am%gO<(2~f3nyuY^c9J^~fN;GqR=OSLW(Q;8rm=Z2w|GgFaOs0myh_#H^YrI`
zLbHZk&Y=a+)XOtCR^8Y^*p!s--<56xwL-hTzTU|POr=o^!}D{WU%q;^s8$Ynt*6ki
z(#}1&2+JVj*<LEXbrg%ET&3|O3>jH|zS-sJcEVBln?ef|b0*v|Fxn^sAorIk2_+5!
zqovdmNL5E#_SM-}$%|so86Z{8YA%v;BYBAsN(0Xy%H1G;-cENNFAEC5-wn%I0u#Km
zPAh(Zd2YfZPB52iz~1ca_KOdDQHsorhGOc8zlUNM{t|nN&6o;ZE~?u&*D^XO?-HM)
zP?Jv)7Yj(iu_~AERrGsd2Q9H*i*?D4+AvqD)DqPHg34{`$u5anv9s15%NwDti}bGk
zsXX<iMi(QCPqLrwXiT96Tvi5b@6SALk&iGu`sA6yOp?E+0iBD8JFq%zG>cwZTb77i
z6?^)UbkTVOu~8f7@&@g>O`aexdMcacrnJ>#7K@m)kQ=P3Ng<PY(nncqRa0+?7bI$Z
z83eU|M*AZNUY9JwbX^{tzY<HM1$YISfi<WrnnEF+GGC%V)t8f9hPv~BLC)y92lgi6
zz=sj5z)<SjcVE7t<|w(p<I!N8D^bhWs>BF}ZTmUk?&>C5*Q(mPf(j=-qQ2ZIepNB`
zp{;xd^UCk#PIM{&`>P>RM?1@MkY47Ox)`H@k-<V7doo1W-G=u)l6wV1WvH=rGMP#G
zWiRt--@EzNJ#C676!RU7EHwOP0Id#}P%Wqxf}_Z8w&;ZD&=gd+DA(c^Z;-p9D)SoI
zn%39=4JS$A=>7RK>Ct1#7D`2prz2?cA7NGUSnn%{WsI;(ckZRxw!O#{yr9JBsJ=6&
z3zgi8?{w%kmA-v0%y>Sd6X^<&7zeY9It;@06t|r{l64DN`s2$TZts`#2%mp_rVw{#
z)|@W;_^c+mM&(i0{k#2iYq^)x@r_8V%P)3G(%yTB%JFFGsMH?4z(%QBj-iZzgImWQ
z{gg@$*HXs08m#M|Wfj#Wc?b1j)cXMa<xglP=Vb1zEDY><#p0eA5j-TX*dr|ym=)dZ
zJ%uBrx}7g>SZoxU)?gjt9fSt;d_=83=%4n>Jb2V<S4ZvO7_QzF)-<||>!rHA<N*h=
zocw!a|D^FvzzNt)b#=mkY%>_pmj-i%8b4PSIt!g#+3B)~7`@?+Jj}vr!1TAj&#z8&
zHB_*1?~mx~;by3)1Y<)qZHox023U6CzQ*24bA%!*>Sc)(gb$fKZH|uUhgf5Lw=HUH
zBWmh%!5{DKCpg!(XQgllm@i<9HuzgF^@jTLY<~>V6GY5MOrgdcT`0G*FyZ_NhRZfw
zRkwxqom8NX<_Wo>b{4;~W*9jV4B=u8y-EE$FC>l{Kwp*d$^x_FEbqe7vq1JM)pb^I
z`@#?5vkC~n#9NW;H{g&Z0$oyA^c_3I&}|0!M~wF=N5F^-VGGA@=fzeCXOOSsu40qA
zv~_^cPt5tq(@o_Km;Wh1;1Q5XK`pupKvTDYd-xHo(Na&ykj%dHak3GGBYg_Ic3r45
z5G?W_Km6wPAYU{btJRkHo?RBvj>p!SA|z^=$fLghcMpir5F|8G8)nF;DJZ-|xJnS!
z&<7Rp8FgDI*xYNlF8DG_6q-G#@pl%+UFAT-ZcW1pJeu>+v2;pgb+%prqYK}_G@dy4
zdF!`i>L|NGAtzY=PcWnNW_P|b8VN64kpz7xFQ-vrJ5!if`vK8Q>!XmlsWOeZFa6(j
z5k~7$lQ$&2ZCyk~twL=^>%Z23y3LIKF>ZZN7JIaX@d{DW_!_#?c@I&a`*uy3DH@W-
zW$XxzfEH*9Kjk7)eZF;N;3skhJbc@)Be$($w@#?IDu#*aD`)P{iwJXCQw$R{LlV_e
zKf{PyQ;0CwvZ*9$8i@TkHQNG8R-xNE4tn|NfEH*qPR{c;J0`qsnNeKG7zVchMDa8Z
z|GfneSfNV*Ph<$EAq_E0VJxo+P?unFlwyIF6Qv>j!F6&G=&<833I1aRXHKP{-J}Ub
z%g?(WE^a;R=1;_oqJ^ATvy%aCf8WjbC_X9?dmTA-1B`Ye=rgHAU!{g_(rcEABoJUx
ziM;GpoGF(?e-k@1Sh12d9(^_FR=CrQS54A)E7AY#fz$<9Brm(`S@eH*9ZS!eqE~Y8
z*m>Io)FecRt>IX7gFMu2#plvSZ2uvw7G5z~fmAsW1=~<0Xz#S^HicVJ-Y?&J{6FU>
z3^|F0&IqopH~XsapTpnE5)*O@hQRsgw^GQEa|(uvLR>TPjK3=dkP-C~&uNViq!t=`
zQSFZoZGFz>PvWW&J=f*g&C&k-;t0=uP~a>=Q$(&@xpLN`M-)L3oJnEe<r)8w5RKyG
z=aW<q3&A=WmS?Ym%SeQv9F?=(&K)SZymj_BFRwl<kjMV&(XHc8Ds}DJN6^PogW-y6
zv<9#N9|2*}0>j1=;q>o1;hVU5y8tN#JTp~frIAfVg;SHoUYWn^y!p7;U*L79x)&dJ
zZCN%(-$LlSCxYR2G0QG{b*dd8OjnC?K!N`zgc@Wc(pi3Pl+23J-e}%Lm*W`6eaOI2
zZV9l=TsL8kl5Gxb^A#}g3WNj|x?9(bl!#CP@=-V~Fe08oyV?Tq4WDj(B|*S2P-o)o
z@Kz;QxX}Y^lL6W54LHfDt?J^ElP64c{y&$XSOYeo(j4#jmer6_!U8tw2Al{di~&R_
zi0OlHJT+--%5h4OT4$S;OYvFXE(3n34Wdm$Aiw8m!n~+Ykj7k`B#imbAuW9h*DQA=
zmFw><+l5a}U^~@iiY62=kwDAQoK^E2V8y_IO8YUt&^;tf?`wyJ6sQd$anRv^&;%*p
zZ5X~;vw{`C-}XUph(zC@7>oS2?6ylbf)Bmg6wp$<0gf;M#vi+cWrLLAjX;Bdk>;BD
zua64>B{aU<1`b$LwvF+|)o+qDBZU9?Tw5@3X$`&Sx9zzlsg#UNI`sb40fLCM=xxhc
zVp`y$GN{`Mj8``k4djSI_~_(S2@2IWYQlt^iJL?=R(ZN>zTj=!KeW~}*J0t;)h!wS
zemwRTBbwuU?6i(6%PS)U;{rrN8^{8nVgfq(-i(>w?a5mpiWtZ4{U-%#Zq3L#K&tZ-
zJ77P~=KLSmdzwL~L=joK-+NxDMf5H@`bN00a{~B4q+p;(*#HZR5Oykgj`Mlv$b#wR
ze&T~S|Aa;tAtbgjjG)bf`$zadp?cd#p$|=Ih6P%9?R|Xfay@xl2-}tb18D!Z!~cYV
zxLM;efghou-nacZ%Rl1RR-eH6N=Ipn=UkZCR*Z}u`0FKDpy|vSjji;qP#A?$YL5>d
zPq^3r?W|!nEl7B8cLD7sZ_|$9d$7r6TN~Yn+-U-8)@i7mg6hdDP@meDaU|rxUsJPb
zEHE-~!PM)2Zf(ElJ<32qn>cWf)sQq9z$BpzFfpx=*rIE#5~mc~clFChDqXy)kH4TS
z(GIQ$rpMpT*SLK+pEi4^ANyZIEm1AP->3frG>C6N@RN8oh#P?=e_w!R#S{_zGgNmV
z;;9Nf-;BWQNSXvjI-eMFj@<ocJ2y90^d1!iz8&GalD6s(g(&5QLqCt_jr1HGevsD^
zrH^ASV(JJEf@;(Ksl3GmK%F+lDxS&#(9u;q<Nrp}CIs&Xj~uhBe)9M5zyLcVBcp}y
ziq~6V_?QXs0`fZsA?INi5D+-%C`m=itcFG6<jCBkLFt+g*5>mE#t{AvQWy4?BUXPa
zWSgtL3oArWn$qt6kYej~yg2`ye<miTRwxW!n{@=^Rc_dNI6-DEr)J)O9Cd!2!Dpep
zH}1^-n5dN}*niS#XHl1wSqIt7{gu62cdk$J{}c6`wH}d+hY)Vn+Aj<vSBj4i;xO?g
zIBilEDi14QME7Ow4LP{u%rJMM*k^HV_{X0wz}`BMqF+V^IPUoHV6&Nlva|Z7q>4Y2
z9&D_uL`mar=@yF9`@Rx|w=sb*I=ZJbHYV&Y^wun8bAAf_y`cZ@s4x_FDo#lqbl+P1
z2l!Clwgq6u4On>RtO7XwtxqV}5@7BrOlr#dHFjF)BIX-D1*=jDoYbW=^^jj3gVFNd
z_lrmWJmS9|tM7zdoV~_LRj<DvE*C-&EgO3GkkFhj($Ec9RNU3)wvRJ~j7ggO)T4*F
zP_xQd-j$&B1%T<C-~s%OgZ#<p<UKGL;~)}A#NW>sfDiHFoWU)hbA3bzcog0}4eyr*
zesFk($Ye*s6wF2jG8-!16I&0~r=SD4>IH~N+99Vf0Xv@os62>|f^UPDep<0!AM1RC
z8H$Vu_;}W!oP3`frc(@REu>2cJ>wuVNU>BIoJW-j=xPoYmNHIQ*A?(i<0uA!Wtv>W
zw(Q=qfua~mJn36QQpJ0=PTw^9{~kE8R6N(wywIKHJay9y{~pN@R8x$)uYV5H>Vbh;
zsR;Fk{5^y?3lNJiY;D@6wUpb1&(yKudu^jeVP6j;?O$LA)F@Xe!I$vhMvtAj_0Y5<
zvkqWJw*c+(nCaB1;l<c<S|P-%U|dvSTv>a*^L>Azc*U6KT!Vpwdz?~L@nd6So8Y$)
zoChCz#3m~HU!Tj5Ez)lp3})K9<r0|p<Kcv8!MSiX^8X2{bR^Vm3C2kJ4;HV}q8i;(
z&g{~fn*r+Pyv;D*xRZP3iOmYL91QM3su#-1TAfHN1&-p1J)`Y^zw#=W>)WgeTfg=^
zk7w{}ZnU9<{M=D!<;_pDH$%>%2Vu*+*u%`R)5lrmu+^dG+d=W0Tc`wD^n(>|Z!a^k
zEvolKxF1Xdgjx$cglSBu?dzHk?ZfV=4F9<(f^f@6&;8nROLDdNai#eXOKF5lSQ*B4
zpy<W)e_Tcly2l5O$n+rKAsmj|j`9Gx_{89IfxBT!Er=frWQjHi`o~|&aBc$JPRfP^
zX6#Pm-}&XPV0KH~w|(^;e3B*zS8UKguwi>yT*p}L8+U+Klnzyg8pEwkr(jc2gL2k2
zro%>GZ;BdlAvBreGc&LbX|Mtk$$iek`^F)bTIjH<X@!$JGF1fq`<bQvwEr<aF39+F
z3k^T{bAhmdMB`8=OM))y<|I9zHHbN^qSyZ8#1>mGJf-4VP`4%dRtq5{?}Inx+7cPy
zeA|;U`<{#_=W^}B!liF{us%zNw1yMGN1S!~^%MWxzQ;S`>L)%B()C#-XDR#%UNE=e
z^;yP7f%^B;xz=Y5fb5=glHKtiwEmOjKpN5(_DEC$`$|@@3}PEfb<H&WD|91?kc;ad
zHz!f)fhl0AFBl|m08;>kIm|7u?(K9P7%WO^e^w3F{|P+Mq`+^lxZiy9p))6`j0Kxf
z0Whw6&{z+BcKm!3IM5!MF{3a+T*3bI@xC`3b0=H~$x9noAJrM0VR@|nYjMo~rdcYa
z!ohBK5LMar+PU)V3`U4Ca-XXh$QTQ4EQq&E#y#eU!jSSKFm#QDEMZ?xtV0T52Th@V
z{I({)As6NAz0JAwzHC^S0l89n)ilBIM}W3VDj@usRaesF*GVpHtj;z;&l~{X?c-3J
zFY9)<+TMvI6~&|y?%^Spy49_d^!FHe2DuJVqR#y|fKs~{)M8{=W@U?T&`E7OEJ=Gf
z-NmvmlEVVHRZz*DH-UR?3xdXE2~T?`lx*Lo9mmbTm#F1@#P6=iuyuZ+f_5Z=@%D=x
z18d+J{JXH853nGN)b^E1d)(cIq|%^qeRcMFFt>rUigx-xSPkNb2B(v=f5d5+)<6%d
z7NQBo=+L3}Xu93L$;-6Ve?De2vyeIs2KQvkfkDgPn-<YSs3gA%rS}XdAhn{(SV??-
zJ0O=>jspH7eBK4(BH=GrnHVT)>&fyDY4ddlORsv!Km~olKG_CRjgJ7wT8eU7nhDBJ
z*2qdzj#c<-NN3=bDEH=Kek1@VzMw+E3J}EBYzD1=qUob9zk2sJe5@r?>;c>2>HTWt
z%-cmkNlo`N(lStM^F0DdMSnAIeOfLW9vUv>(Wtd(czW%LwZGWFpC!__lWDkE<Ad%c
z+zDNX8D#&7(47hy$Yu)x1wvq|kaFv2z)zynl(3@H`5PL4JpAQ-%%>v?>i{fgf_k{x
zb5LTLe<999%WvKlVuXo<$=>UGUDjH{&k)H$8eu(#bZ^;rljyq2CaV+9es=Z1ry#lg
zeo8mu(i8=+1{`ngWF4>NgdWdNWi3jdWwBm&8{?vG#;GQoAyC)PkAMz<@<NbzPRvSz
z=m5AAbGVKb-<dnVZEUzN3%IQQlA_M5{G_Y7O8kDn=$!0l)n`<lHLxzjvhBA`Xc%<m
z*wd#YG1i${Vri#;QszIx%ltVHwX$?5+zuaYX+W#;D{lHtzVY~-+=pV~ropL3`|n(k
z^r0dQ<x`2IdUlME^r<n*-`Da`=vLr^uGhV&p6oxi>))tEgV<L$fbArZ+5Y|S%cOD^
zY*3{_7})@r^V9|X>xpKgHRvbNWL;gWb%DM?J9v2L`(fzvn|<bWBTfkJmc+W-o0Eh*
zEb<)LUj&o)eu-8<C5J<U+#Xo8dIK*Zxzx3kl9o<`->x`(;a$|oEFFa7nm*bP6P!lM
zbC&SNK-^X4&ZjA52$p`DP~*-tQ-q;dzqp=w^6OKwdg4#<HL?SA8`M1iIn`?~FyMQM
zz8^NvQ90tANN|{d(A%X}a@XhZcP;Xw3jGYUY`w-eZrm7{bL=v1j2kSGp0kgI>1cF3
z%PR`BZ7@n}lUe|_u8kw3LxGkv$atrjT@cqfjhExBt4H_eLK@>4d}Y7+sgjaQ%LJ8%
zK?&&_lzS(4AJmPm0b@C`TNbz}Pgf(7MExiYzR?2q$nTD|ow`*W%jq{gm5}Q>MMxx*
zShL!v-)&?K?~U0@zyF)K2rX+yYytxz`^EN=1fe`t(NhJxIqIByoEPv(tVgx(=H97O
ztBbsMWKRUS28u!s@s27l^5n*3KPLIkV*DYK-(Z}@KF0eJA>WrXZ|_CA#&Fx?j>ktw
z3_{b5LLK@&`Zvf2WIli|vB-fOVFJa5P?9@a$LTXB_V14WwiPod=W}7U-2dl=LtVMQ
zAP0)rd&r22i+HomN>X#8A)Omyxu8)MEgp{Rjl>-0n8GJnU>2Q*fPLkDgidUlFL_{X
z<P^pDi#6!_Oa;J<CN<=Xpc3gYwM(*v4X=tT^G+Q-RPMC&bD5=L6nyWp-giU|w-t)#
zK?4K&beCDH2ahk32n0WyKeUIubOoAu&Z0_U@*Fb$>}S?E6dN+n0UwV6j>ll2-t*~M
z)!SAhnHxWVc$I-B*a0G3ABNU@udG8?`H!nYFB;(s4vd2P+@DGb_5#sJi5Vdc+}3|v
zz+pn|hK{4Y<xdnbBWO;*Q<ol<!V?7*lY?(ozM3_kZjdkXM7RXkF#LGd^jL4f&TybL
zwtxib9q4JNLTiy~OrU_I4^Q6W4x}3kV8MS)N3KL9T&X&6%KRBMhhy@YOQat$lNTqS
z$GU0;4jx_KP4Mh^Cs)-l5S@5Lv>@)9D0w<m%XT*r#9_|@_W)^Atvb1jCvMDvPU5z=
zVHQQXmS@GA-!~fLgI~T!`pT8m>%vRLHBX~=g}RBdGBrc13Y8MHQ8$|HiHO$li<r{M
zByOy>^E|F9h^J)l3v2C-U;T&T)lwtD^pzv7PXV*2Joylzcg(Rj_5L(mHxMIdvxOHO
z>t;#v{BB*QJc|VPP~T{^K^N5;g9qw1`%pcjUb{p{IPI4eceNJ*)n$d|l?v`u7uuWu
zutVwuPzA^UqEG3@ai2xu29fRW0y_isP6{&KnBT_|t3h&SG69@aHy7eC;t5va8WC!~
z|3jLLU(nYO!z=<0{9q$lE<z?hf!O;{R<yne4d+8WK>s!pJ`w}fMVEuQ^cDghZQ_K2
z5E$s8<a;$xULrItl~<PcwqMqJOlVUb*(Du-B&^eMGh5A|@v&m&gbToaA1NsZ*z?4O
zia#_LIl1hieP#>thAY!a5oyvXf5V^O`{C_+{1D#nD79Ec)T)X_jt8pnF!^%b@bv>(
zYHLLLLbR!9*K47IHn-ZZRBMgkqluE#=Mb0qkTmn@D2F`cHVf_u=k~RcSAMq-;x&3%
z^G<QsW%X#oP#b?b9+Fx#eE2IarbRPjh)(IJteycNtMU_Wdyr5#{gmxT2K8x<LQJ_|
zQ}-hDdshlJpvv}jGXGxDPVcw}&JDHbuRmRF55|akvm+<3ra)=D4Gc622yKD?v?6Zx
zT0SY+*X;7)bI;Nq``I7?u@wU-G3V3vP^fC?!WCnuq!uiXQ=k@mMs1*MbWo6Rgfp`T
z|2#l|62Kvf_sG_N{Y?4`FeR(!>Mq=4eHO><SDxLVRyV8g$)xr3h{W^ZTAsw0VdW`}
zB5m(AvMiskr2JXPe@kb+g%ER-{Tj0Tjl(DgyW}4BVBO(9P)4ssapBI`0Asrqs!eyn
zGU<2B2ORtwQ<&>8i)0dKi?pg*qrJJSo&v1;l(qzq@cq2SJcS5xya34KmrSz3BrUl<
z{pKzG@SAbjm%IXn1!iU}G;})mPR$)+P`ayDBuJQ@oHaxfj#HN#u9~>VR}wjt_}$5=
z{2(I_Z-%AG<G;x~1a!pA&~(5vXAOAxZ#kiZm^pY7kUGhS(x8L!H7WZCYXP&4<RuIj
zetD$>l5zyy!!tP5iTbFg^OK$JsE?ORdp3FnW}r4gFfIV;e#tl>bW#CH_chyQY-o5*
z;r8(ZSm(nnAWlJd%JCD}7`<}+CN=q8nbxEAE0(2Bt&+2<VF0YL1qIJGAh}kqzFUec
z7u#kxL?ehupl<8N|BUnBFjP*TfH$Td+N1+AzhdWFukm;4BihK-2eh2r_SV+P1mpuW
zFg;HQO7Wk-Zj01(qUtczDZAtQi!JqVM6`T&{j_<xG=2UNLgg*}@NYBGj3Ze<88=4M
zvO~U51g`>QzafmXOFV8-h<7Hd4<(ra6S*k-hH&Ef6}odQJMuhIJ!}z^UI(7+AJ7sp
z^G}3C%JSkhuLot)yU2cpyR$b1(Gp8lF|9qoGYDhpL4;Jrh;z^*3@BG}wTC|ay@?Ob
zE4GNtngF$?&C+YcG{Rf-etCQ(;py0URqOM}^lIPbgRsXi>LAFg0O(>(u!=>sWdigS
zXNUiRZko{icSR3p$Lbv$PE_mx=~!kah>CAo0&Fp<8ia;6lO3%A{O2J^af)sLq#F&D
z6%*5=)2c6yVZp?7BHR`*4Qo)!IcvqlY9%R_Yi|rAeV(Hti?B{iL>a0u0qGmDiND=c
z9lefE!kl9U44Y37JD^Gz*NfN$CEOX#@o0rIH1HkXtQ8cem0Dtkop#>!N^p2zS1D_M
zTPiSjFp)y|XT*}HFhH#C_dnww2M>D1`)NPxlXtE|UthyC_wWpv8a)6Eje`;QdJ3FU
zgQthg>_%#fYC7kkW7P^0@OL2%c=mL?&a00pB1@bO=E(j(!rnTp%I%95mQqSO1qD&0
zTM4B^K?P}~Q`~}*vZZqaf(eQs9fE*JgLH!e(nw27H%Rw4Up>d8zx#am{&ODBesu3Q
z)|zY1F~=BF$}C=R0YMFrtbAdhC|Bh)tiV%J$wSEAgeDbVCmJpISIlSb#%9Itxjjhm
zo0ul6WeojdhnnLey#R2TH;}1`RRG3AJ4h5iMZmFK$K<(n#J6E#9cJAl(_pxOn{+e7
zezf|LM?e`ugg`b8Bz(7S?o{0%ua`Fl1j6Is6C_^<u8;=y6FOEAOLOa<>d4WgUYjqt
z55kiXH>qRC{?7ltt04KGXerl2f?qE-o+Xa^ExJXl4xw{G_v9mh##A909j&)H<8GD!
zzfBK{riF=6Bi^-<oXMUNn0}$SdPx#g>A~gPNv$TTh4Tp8$5I64Ia>s#Fs4N5{m^Y*
zMyqfdZ$Xw6>D~W7)n^q_YHuB%{PAn&vh!o1xTEbFIFhvX!}Qwd>3oin<^yYu)lLG)
z_{o3}Ngy%{M5}FP?mKtOItxUEqt^^qnX{Z$ZbMVjviJ<U-U7foKUy)~Ca?ht5x?GY
zMpW_f!DIVd9-XS!bl^lXRTH)c2LfP|u5x+70^LQ;-^RFgm+C{WEN1XwhazBqS=i0X
zNMo~Xxti$JoJv+Acrv_dr61-7N7EQEtggR5$b@R4nM$g#YT)e<_t{|pc|el;ce;xY
z-|s^^Z)Sr>C+A(t+B^ApXrtA5CfmK-xklEmI3`bj7vVG@xdW%hd$N6dOodi{KLknm
z=Zd)i_)*O|0ci1ruNkPO2OY->i1u!a{e51L>A~Tay*@SnYa37*V1V@7rtxhFAi~Y6
zaPRUU09C)$zdGaIrx=|IDOM6wwU7luZ5#`@)Z!Tu9DD~-`=rCFOPZ`?LUX37hMSOt
z?CyFX+(;->Z>}nGl&DE%RX`IZ9|Fry`~dRKO>`|s<jq^X>oq0br3j_1f(<D&5#9;{
zNOP$t-FzElp79yJ;@gED{V^XiJa;=32aLNPXw};U6KLwSnbJ*wWe|hj4ZvczidF!#
zdyR6wjN0cAO-u@UOK8h=L@%lzsbS&UR$A?Jbt6OuX-PvI_BJaH7jWVc91#S)Tdwg%
zlIxqRAR%9_>Vg(oKNLCN>-@0Mq*8lXq!b^x-+B8X^a)T??n-Z#ubCQc_T^cGl5+Dx
zfkTDg?dJHXYsh`mpaiD0mxdo`w*7f{9Kqm1>ov4eBvj!S;22kl8~mgr*GyTeq77EE
zk@3_Qrx65lg9>|p79v>$HW@<oDhx*mK(8#{re+j#8YH!!V#vK6i$}E_A%;%c49Sh~
z=(K^hg4IxIU#mqgpy;uRv`1%ni>FyCq8k>VQQWk)0~LlI_$ut}RKs}CgH0);7&Qzf
zijP`DJ?jV4;g&x~TMBn#b;ESW`gD0IsE7}~E|zT?N;w+U&S@9}C*I{%*9o)s*fT~{
z9U{=X%R<x-u{aL5)phESz+BRxrP%rz06=q4Y33vByYj;W*VtFzvQ4iUd8i#Svsgx;
zA3%Fh(!2m55L^4VWt_$-+=_T!2|@xy2{?rMoR7urXEk7~YX{+2aMa((_v1&EBSG1s
zTvPvq8caMFLIMq!FW~5Z%kN`Pq5e{-DgaL5PLIQVM_1rmZ+L0+H4#vr+Y0jE`2oG0
z0aFIe@j&Uj`A}i6NzKj?Lq;1TrFyqN<<2BjcC!^dq$}Cx4HUOF0&-#rb2t<fFwNk_
zNOeC;spp*l<(q(8cZU(NOkE<(mO5NVtNIz;aj2+XdOBtS;LZ=XzVL9)F%j-dADClu
z_=WnF*tACU6svAoY4s}ZLoFFhn!yL102Sp!P;)n$tr&vQ0L?RF)LTPtw*Rnaz}Ii{
zAZp5C58hM1f@c}6imhxS@vR^HH0eO7215WF&sk(Z0!#`I&tQOZ<z4ID`<?Gqi`Uzk
zf^~o=D#FxR0!o-Ot8yu8k@Bq^MBH#ThYohSS&r_hb1Ej!ha#~YY6`_EwHud0Mu_`?
z667ZQc#^XtA3zI_ty@W%5wr>z#%9XIpeGT-H_>LYBF$$Ke*`tOi9t}_Utv>@v4q4w
z7tyEX+ygNe;+0{Oe2^lJ>a{BtHmC!DZ*ieTVpHE0VC5Qv&7BL}5)ta>!eh={zzezE
zrJ-vN+f(!9<;O7AyLOH7B)UmJpr{Fo>u%r>T0(bp;LIiYaCHQKhK}^zzJmFfdoNx?
z*}VPZ<4%9vTxX$1;{rOe%c&{tN?$ZzN%p%RMJIZ6gHw{m^gXsGUfCnwCCTdfiSh-r
zmqHwxKcqCh7o@qhc#G9!opB-$C1O~e9Y6B+;Am}pG`JOb43$;4WOd}-C+>QHe#u!G
zv$AB$%`N($#t%tJRhY3esEB@dVe9j}h-PsWBhG(W-`FmC+ZaPMFrb7X634YJPp;gT
zx`x?3En-JV%Z!hp#clxnV0KcL489cAZ@P@hr{ZOZn~Vs?ctfxMC;*@&fc26UHYLP?
zwY&$@LJx4t;-J@kkQ<59YP00QO={>o5mJeF6kBVf-BT;~ZgXV_dTq+Kj|szNMO#SW
zh#|tp%W#VtuEo3hb^Y{?PvkM)>q<%_`Xd6i=t?}0ITs50wMXLevXd1$XJFIn6F_%>
zuFxw?DkGAVcMI(5_VN+Jau$%XTmzx{IfmpR@NJZPn_>ofKm_*zi5Kt7w?rq7@;Z?f
z3ci`yd9~uR!<tHK=ydu=NaF#)0Hc=2K4SLYle+XxDZpeG&X}>*w~{4kZ(*xf6bpt7
z4WKM&dW(QnHd2X~O*p^RcT&6c5L&0+;1|_6jH5LxXj|1^&s$9D@@A0n)q(3E+l$;R
z)aK0+!NAMVf!y-|Cl-x3Qw#B;?KAs}Mb6f_41p$0)jd%yp@Z6A*Jo^eGWgtvp!+r{
zRWjn?M0oh2f|R!sl*QO<9wqgJo3$Z6$MwVID;n@7_Jx@C-D@{_dzS)FCrnQstYC~X
zD^gr&2BqkhV-2>y)ZgVToIX62vIN>LgFEirLoj!Wto{s5bBHvFzJvV;_J?dyiGO3!
zKiMIn?g&<M^nY9@JDxb>pvF^;$nr3u%jys?xS@1dv(bKy=_Jzjh?T=iUiM#X!gheZ
z;pSzQ{bdH>{rXI%>Kd;X9%(&hc-m_?#gX8iIvYX#iO}aHZ%wle?LJO%;}C(%+BEs8
zi;yMp?Fnb>ncgv2W56S54CbILbPi`pr5><bU6Yk;1$2U`2DN&%yGZSw$KWreb5W)@
zNF$hS(VMdQ?F=G(k;5&hPh0Cc2K^vc-E%<f)cYS@#u3>JKaA?~to9lN)PbpxyGmMW
zl8c=snLq5UJ7}3brXA_MUs>H*%E8XP==L^UE9(o&fVzHLpFqck;V2)`_}M<j^TfSH
zMcDhfNoM^h!ySn=H?GRGaujt|<4ib-k736A-Cv6Am~B>(Rx9gT(^`ebS+^p3g;8`y
z1*J(xZi@6C)I9r~TK7dnp%%avIc8e;gjD4Vk0s&bxmB26N|r&WuX%sm{jN>5S9HKW
zfZE4+xdd$c9v_Gje&=9MrU{VH@)j(Fr-UQYnn2n%$8?k!yp(MFP~j)b+q!|1dG<YY
zTHZ$UjXlvn`mVyr+OXug(aPWOKl>~;sR~8Mex}vGRD*FtX*B)4gF@{Bgr}-;${L9O
z8<0-#EEZb6wN$V#J`!BS{D{wI%HzEV59f<1Z<<#*VWVzF5yMTW=xwXD4>?}nw9twv
zd6s=&D-Hk?0GR|Hn_|Qr-mTHi_UsE%Apr|H*g`y+$zL6KQ(HRu!X=?{^zh&e=_iV8
zN!@_R>X$nIiBfrOsRo_;F0NtokvpM?hO^9t(7s8d++yL-i95Xf_jps=G&VX=_&W;;
zyQ5lnR$>v52_Y~-nj=I@wUWe18<t&E`40B@HMe^bp*(a&Z=UzlOilrh;EtH1w&5=M
z8~#qQ+kL=y=SPRfl@oE2rqH~R=*o@JX>1lcDXGr8b)VPVk~eESbU?hIh(3^hH>7LZ
zPUwxs2@Mn*9F*JjCKs$Vc)L+gcI-j#AJ12!4d-ONF#RxS6vBygx4(Ym)wUWf4W}<?
zoX>6W{V<<Il;3}YE&5KxunPL?Ojvt5fFP6D4*8IR%M!Y8D>mm%3qDH_;ac0o6VtRq
z3oJ67?1ld4ZBEp@ATK(XsQ+({n5-Q0lF)nFaD~K#f2z8dOxV07jfW%YOfd!y+8&H{
zu>qqEw|1P9^z)y_N-10x!1F$Dqp#T<;<UD!STrA-CcJX_qI(L{MndFdpgO+-y6#>^
z0n~2WnKg0RbSmnV_iZLO(X2yFsDy2%SZd#geTMnQRo?X}1~U>%d$7^N8@+!>^;(o)
zXr3CEcivgh_lx$tWh_w4!5l}k!LuhhmRFP$JSq5ekI^OLd~9r}0(yHQADIoHKZy#6
z<YJzdx8GTvK5^bAR=mbz!pRG}w-Tig-Y6*~(Sz6Z&@$9&W=ewlJ$ihyFd|uLwQFYE
zG5o%;-T3vAi8p#VYoxJ}^D#5aLnyZ-Pzg`o6~9}Wk=ByDV0S_x!!0=)3Nnuv`4{vC
zvEIvsE%ywCo3A80bD$#<6w&AJD_z)6e-K^-{6t(P%O&8w*Dfxu^o3koM{6#w$of%7
z^r(*2phzMbzptb9psHy@>|IP6tM}g*@ve)oyixRITPMYZ1}!04r^*%gl4+mFpX72l
zPse4M_cJd#i&5<U)3TJ#CKH9eqPyHvk9Ps~>LWL;fIaTee4!^SlC*)!t>FU)&dqR3
zLaIBK)`qFiQ@^@vIy~bdHFvo+8HIh4P_jrc*yGYkJ;m_*^pPG9wfF^0)w4!mvWJk!
zu{T9U(+IiCb<K$WLPPa~#AT#TNE!(fbOD*bJkJHKyR8+)&f9wyTd|O;Z53qPL=|#&
z^z@XU<E;4C3&6;8kjg3eZDddDvExF6{7jmhSJZVL7xUubQ4>E!b*yt*q%z~24%N4N
zg4m3|;%?D4$iyxMTKICZR(`nP8KBR`pd2?Q!bwQqL{16wjR}Y=Z$(6Azq1M<Pkw$u
ztGY|y`5HQr!+r9tp#7k}r=)1ceD8cjOQK~rVCE5#3||iw+k3m{T9%S_J0ZzKqxB;q
zOPUcc$~{ThjKJh0Q$T>bYi-!1zof3h002ctQkrV`G*jUJR3KN$paQ{nd}Z;AIvGcX
zN43`;SPv6emERs?)+ldjem&u7+r!EPIl$!P)m5zu@Z~u)b-O+a%08R*F}L38CbAIq
zXNH++ufTOnXn?yzE7}oZR+YYsOl^j4z=Y?rR{jfJ?Hx4?y@-g`INhwjJbAJ6D$888
z2<NR7<3U8oeC*`ImqzK_#na{YASQ9SJBy<Z-n%6>nEUm_FV#?lgS$!r|7#GybhoE&
zI%QTq@+N~ObkU)byGmm(X@%gdR5<-L_mj>H*0klPAb*tPe}5ctFj2qPq<tRm9x_G;
zClgXD-Ym#^K1k<8vSn7byz0VSxLduOVpYvtAYa0{#qdU(c<Dtx!P0KIc*i#>OEHOp
zQK3@g-CWy>=+Ayv`7sB5?K$13&op6m<7Gu*!s&_5wE=cLReJY^<y+nHdm0hKsWdw<
zInj#NI&%U1dkLh5sMoZ%)%JOw%Bml|4M0#+a}Vvaj^s<pF?xgO5Xyy)WaZ+eKiD5g
zGn?ub6yCDyE$ueHFrM4&{J@b{kCX31wM%i+J`B~6Q^l~NYJ3%StnW8aeE{gS@LQ-@
zr~kCoEnVKGWwkhEbly+Vxq{pTR#$aV0hQ%r>z!;D7$+i`DhEL9B={FeFn#K9AgrJE
zH(gg=<xXiz^v32q{(d_nLd52jyXc`IYN-?QOlqWO;<f?yOsj6fF9fH9u@XnTun8N8
zHRx*~d8;&ZU%zG4-L^D;kigV-D@Wa(WGc18k?`mTTqE<~uDnO#E`&!p`xlK4cS5B;
zHngPNL1`)`p6%*vosaNNxlefBPjLb_gghn5H8d!Q!s8ZuW`m2y4GBC_YA>GpBr~N|
zO39t+1j*Da=GKsv-V;LYo5=_Zc=5bM=G%%5f~CYEf75d!tq(O@HLPR$2cBPBXDde8
zmk&H=J$a4wg1zAjb-bB%omQ`gx>>sLkj^eQ^!?GIbwg8rw~U%2nhrV<Z!@ts`<k&%
zSSJTXH+)d<*mFA(3iRU*R_2fg$<CXExifuT!<4A}M~Bzn^0&tJ6#<~>zO9B*xG#D2
z-z?zQNux53H&F58-ER`LE6+$yJ+_FA{)opO$w1(+YuVw@BESHc-74J~I}DKw9*~G$
zFjnK$U~l3S97aV%oG9cDuEcx0m%n&yyArP%J6#Li_YlK{nXc%_*3VZQk?-5Ku*Hh1
zMCooX4FpzUb{~9ON;oVWF}%aHK+8MZ0W_t3hs9$XaR4G=T2ht<N&AQD@cdcoo_L%Q
z*)**f9tz1M*3Z`&@u1s`4Fu?{vN@9msz}!NKms0j8+BfH0UYZZ2?8-m?>kB@9?K9n
z8o?&T5M9OP-3l7ZD}%--rZH-*XEA3VTZB(zWU_v>&aSGjUaVS#_Xt%K^ow3e7Jc=@
zL^5!zFvUj_SsvwmOx~x|s_-y&Vgmd6f$PZ{l&I{Iq4AQv6fpSbr6)5!8DpZ^#xMpW
z=iBUyD=lg>f9&US1)j+6LbFdT>l)bhN}U<KvEI}L!*1+i^;4=UQ3gAixvoj}j3QI<
z!>uqfu<&avhO1|G^H&W>yi2nmF^J?I)uu&pVNB}9`B`O<_hE>J{F(MsOZ5px9ybDU
znz1mgs}g0uT_MX$##Cr*Gm^7`Et07_a<C#(ykA2K)FJq2g{AI6;*E}dD}sU&m|=#q
z8A!s?e{XL#qGr;2>cHk{ZFwUv$ofM^weWU08TJ*?6Q)FK;=3-kB4*|zf{WOjq}Utl
zWb^-nbo*4|uyzt{O6{2c3out25}CK0r+uHD+j6lHkk_K?&ShniDyNs?4mYo{Vuf&g
z_ckeNpnD)yzq_3tJQ#nI0cC#AP%NaTgV7FhdAD)SkB0PuoE-1xKSV_cT2~XFwqn?K
z2DDjnZVF*Dp)VvRCT<5gH5jW+M&)z|SJ4W?z*L~a14lJckI5spYYwV+l<xV=un0k?
zHJv_*C!HFaDyxP?M>3G9M-G7b(|ntlDN@&r%n4pA^<}+Il#b&p+CC)N;kr7o*yz+W
zs}^4ukpE>%Y+wnXnDxHoQ8S4p&Xc;3=GoqQli9%8z0vS>7inJ&lc8o=Z+Db>G+gaW
zg`(TEW0(U4=pCR{r%$|beo<HcmF;hEn*mb=EcW(Mu75tR*D*$bYC~2$7qIg)<`v?e
zihkNlgP<RL(J9i=@;Bu~LZhb|HK0FG)1JCIQReYjQ(BdEQ=?p{n4|t}PK-_Iid?a=
z(VB3nGGCl)7hq(U;IHnxnL^uEzT)y}cOV`3@9Fz;eoooOAq4`9%tf%}@texGjUxKN
z4c3H_d?$C1M1T9-1?%rcMV8kuL1Mlyb?UA7UGZU#zxDNf_{6*+&7p3Oe)h7EY=?bB
zK6iV&Gox%n_tK~@<vff}`=P*scRJr@c=6=<%@D4Fdl}D@V)+)K>vX=EJV_dL`8;Zw
zed}#pRL(TQMaWo-Yh~F6^8!S`!>S!h<fQeXL+W+J+^ipi^>Uv~b`xVK-M#L#a1K57
zRqrA-pUDQE$?x({YtM-n$c{;(x)hp2lW(dthfm4B*^$=P?5}Oy0c?NAd0sz7FV-sg
z(Dmw{I271~L>!@akX;C9H~RGszH3W|ABWB`(3wLXBn5eLUef982cmXUGoKm27VC)U
zKL(KrBF1yMDug+>{YXNB^sqSKFOlB0=H*7OHihTp>gHSOblxNScxW9UsQwbB6fO#h
zh=d^>GD)s%Y2{+tV{m|q9KI<Mt9DzyWqPi-bjFa8b5VGr=tYTMkg5Mbl+%H8XPNqT
zBk&byih{uWakF9pCNc*eUOR40QpuPZe*ACLRg?lKO^k!Y#lOTB(lYqwr%vy;r3wZ`
zFwMj6%SOh=Q=kIaQ2im`T-Jv3iW8H9t`ihWdoLbGn03FUqRQu3WX|0AW1-kzifvYU
zshCv{srXg9qXm~KSZ(Xj41vn}JCZ4BD<HF+2aA+7tOaP1>8T!fxMy8uD_J6jo?PA(
z+)tmR{IgH@si1P?Q`AX`^7fgNzdk46i4(k!7_kGhtQ%o+{}d68DD^1<ja~NO+pSq4
z8XcdDY*oecOiU<d&g;oRiG*GpHE778lF}lbj(5*IMFjAinHN3woD_i10F01f$1=Xz
z7gNHLOL5pK4Rn%oX}M{@x0ZC>91E1%VAXvF80Xgp56vgvq0NHmEWT658vZ`jenu=E
z5UVs|`*r<WNr_<Iy*n!<5{i8;Vly3Ki<i0B&-LXdH^)d^vN>jEgL_c%)3^ZR$CXi7
z4Tao9qyGne^ZWNdAYw?c7|}hOM%7yk)`>U!l)!5>2OK5!KrXnqX9DoCFe>9KS$(P(
zwhkhKB_)i7S|!QTiyu9CGg83R59#DMOStLJXCC$g9@*Lp__I}J=?{7RwI@n{7lB3O
z#v~;J?AgcvdF<mlBM?2$H$M<T1eT=wptG3=i$SOpN}3LxqNXTqy>7Ge!zeSv&=P4$
z<;QyLe1X3Hlus3Bg)S^@-z;tLvm}+~G`+sMg4h%xdISs5BI=tFpTqUQHuwY>s<lno
z`Wq%LCXcPRCjt9IBw2`AVj8rSK#MoSCrj@Dmr*)nBMVf=ubyB2C;A=WhSl&MED}ik
zB9<|);DH0T#o?6?*t`f!6KsMXc*K-IQ)bwVinaWRR$&1)3}q}pdQym2c|YKACgAYC
zoTy1%skVIj6%Hw(!(4=s+luTiV0~#o6-dgCZ@Lw7K21CO`;c9ZyZ2A+8q&6iO;7n6
z+AyLaX8^r|dEoS}C!V2<syrW>*dUl1oHhAGqv+<}SrAzrkPN<WO}1V56(=YRrB~Tg
z82bUuz5AL?IUl+Y+91<Jd}KE;kJXhWx<H8%v`nIJJc$if4?-whj*++tI6?9NhTf6x
zf{v#yw@*n#@)AOM0l{SlBJD+#ok(lTY!IP>bb~8ZlYmZS8ziv1U0OzcV8=8v^|oWr
zKcYaj)i+0pdVnVYGYIMbHv*VMKJ}3iR0T3pIQoo#Za*q#B<nt)vBUbctk1smk`FBd
z9_Ya_#6aw;kq&gu+>2^F!CcDW>kT#?AU#t|KP?J22OpC2q1`}CnGJ;t+lspajCOZv
zc^wo&qgdnpyt5B5q$L>NdZ@<9VKqZXY9Np{1i#B$>$W5dVH=0K7$X<q(5y55VU<tL
z3{{%C@ZASC$YFNRP(f$LhTu2K{If=TtPa=tz{PZ$=GWDKHk6i<Ox+s>lz49rc;9Zq
z?Ep4dL2oV}LH3~^H~&5%;K$rE32kzmEwE2^t26;&V0q`nRIH~pFf__4LIJoIKxy4q
z-O%3tG4ZUoi`v7Hx-uO4lE~rjQ3{;9Mh*GZmsdzufF}ku1u*IFf=+{dkHoH4oL~=D
zna83ss^uO8$h66%4k_a{sk?33Vo-H1Kui2fhcku!6d3ULg5uN?PHs(5-d`=dnE?ZM
z|BK8|^ML>m?|wM_57G4VHR(PrLYeozNrvlVsgvw#%a?VWplw~s(Uu^48R=11Y>j-{
z4&k(YXURM$#DmzONJY&ZaM1OD5sF1e(hDOhZI)+(OCk?}Jt65u8$gTably)xM*XsN
z2mvuL!(NKR6we<XY5_0#usQJ<0;tPc048nid+);r#u=Vzah9e$V4cBzXndM>wm~u^
z<N&LZE3-7{nMChjR;Fa^58;(OQfeXimp*2MOZ5^73>;S!!eu#=Qz)M58hy~<P*76Z
z=sVXS+Foh~rPd?MbhpvgHD+M%W+NO(zJ|x0`)xVEOHe-=*04Hr4UMNo&94@xRMiD}
zH($qCwxB1Tn!37T;@t~9;kD0bP}V7koB{HI@w(@WHz0cL*+JSeX~QO}dvyfX;}265
zyw9YfZlGGu*FE!AxX)?xAv@mlWn6ar^Y6eW=FX9_*-(;RHHoqB*4d~g;zMQ=Y+9S;
z|E)zLGz3Ot6$AR{Kd+0O8!JSI*mJ8paCnq-giwRsSR?)_L8@wk-^mA`$URcDGGjc`
z4NCG`_1j6u8>Hh=yjdW-QGa<kMi<DiCR|z>Ynhy8Da5=N@NS~gj8nX&bwLI_kCU`@
z*P0<U&!RhR1!MDq8g-cyKjTQyVqQeUG0v@%0rX`MUF!lvLC^N;OGNVvL^$$A%M=Cu
zCXXodCi8ZuZ8*aAhL9=YtuDlMPYpxXwGp)vxRva(*seB<^h1<fibbQi{-&K_L@7W5
zdribA<Dc_F8jAqjO$QI9Go(KO**A32AB`7B)uhg4Q2engO{c>wpWP{0mY!#HcNq;F
ziT!-M&OsTeG<kK-R5Kv%d#K(hUoJCT2a=8FMk8#oh27-1D39d;l5ut))o>l%<fVJE
z*Ni~`|C5yn)TEo3C5w!r+HW8u1)@MY(<PI*8yGeTzWan;7B|`PPX)Y~&Za2u5qCjB
z7`aF%wx+>qNF7B|C%2|eFbtH#z;hj093|)Xj$xl*g2QvuRCeM<$l!G@My&l|Y!vtG
zQt_l~r_jy6bGq+W;k8B$;1^^5NlXPORBUCWGW>N+rS_J6T3OVYm7jTd^^h)^)T;I>
zqCO+kE53+BuAQ=+APpCFsjvQ-^uwV%dfmtJG)UBdSKOXC>VjAQae5E_;F_*=t`&4w
ziWpp;_N8^5aB&cbKjr51dEYvkn*YQ);!rt}jQY9?|2h3&)kMpyJUdG6@2IV?BsSr>
z<RYXpvs?7nMFt<f_KXoK$zjHKJ0j9_qQj|ui=gfqb_oa?198`@O{cee=zzct_IJ?5
z3tG9g>o>-l`+y>&W0fv|s7$Vcv@Wo=q*h@~l%P&w>x6`1wE)HbiKF1Uric|cy%Jwp
zf&FdNNwqDAh6y|3N-p5J8^|~on4V0-6dh0dZ-Msn0eR75U5df}H)JuhVc~Hg1EF!q
z8`7Q}tVmv5rq1Zmw{FM6Jg+K;HWbq^mmdGcWmTwvZu+pAkjY|E;mv6HDbJZd;fX84
z^Czai4OGEpOcD_2b%5{X_EJnL!wtgNtCjd{%7E9l&#zY8FZHbwEaQBy*{ewJWujs*
zc8-y+9rJm5vmvKTyIt+A%%kc>-l@if%8@D`D_}Jtl0u^#kwAY_$A7Q$mp)VqIH3~&
z1^j~f;IkY`l_M;~*L^YKs2N`!DSD$2`ghx(kg2&su?UmrA!5@Z>ykNt29KfI%f~S9
zr{E<xn93DG45Hb{hXeXswByh{pkY2uosu0pJ?5m!QDYl*=Z#qMlEydTrkls>u5W!<
zcgbYUU6IK*uVrJ+mYSo#-=Ck}nja<M>L3#$sx*J8uIrEF@?{&sQQX<Ed+^VbSGj`+
zLojAMRWxrXh4d$!eo2eyx_6`p0qj_S#>YpbU5F4RCzl(DICp98VGyQ0xTT9C9-4!Y
z2+8i~PK*C}(4X}M_5i^HdVSnKKYd53Qrq|G31vEfABZYVy{``b6rMAG@!_;|7H>2S
z)6+<4;9<DyXrrP)@l{Z0AldWm---^28xIi9B8d&*pO%)!MtB<5F#0JQ99MAWdb1ON
z!tUjpGY>grL8d=S3YS7@Bq`E52T5iS?c52G|KTpZf#-2MrM2h}sX;v(=HtinKzRy7
zY@k5zKjDM^<y<h)aZi*Oo8XKJL}OQw%giI>JU|oJOfsGk{Yg^C#B->8Fn5SF{8K#R
z^>YLWV3av<=rth*Banub4Z6&wBl)}+$as!n;JW*lM{D*Ai-53{4p5xfd{xh1n?$+_
zQL@u%1^g$w^^(RAf@XV1x&}$jVU|w;wDBY4_dxBEDBapvMSlG}2I=+>fx9x~fRQ}<
zg>8sv<Z8*)jAMVL2wq261)fzZ#y|VxCw;Mj$({}Bvz?-ub3jG7;zuliw*(7WIg9t|
zcWO)-6`j!C=a3Esd<}D*sh#}epEAGngva}%HR#MAOHjoa(W!QWlN@5ufzY~vif#r8
zbk<Ors~%)7g!840beQkVDyf=048X&BK_^gM4jiWMwqNxBQulodhm1zF<n+ToZUSTe
zuP?#gfbRbx%BG@TOh|VMls3c#MBt)SH!?}#lH+1i<J;c93G2NUka4&w){^{jH&kgz
zk%hR?bi?FcC_>7hdaXtDrzUR<o=~t7=HoD)!~n}q>@?tgR*)`mCSmIf|G5c1$-{||
zHZJx*HV40y*m*~fpU?(Q;l8*%w1)He8+mIc-L4+NxY4`^Jq0pP#X~2{__8EZbj=@+
z6E=npVr2Kt&*r~ekBpt_f7fv14{$CM4?=0NM~|GvXCA?`E}l7O<ed*#<_6Hl68<wr
z_z96eg-0u6G6{bZ`QM-andkT)<#jp$5eUsQ78M#5RXRnIcKHYfn^xtE4yu?}C+Cyg
zb2`<LsWIF?zJl4y3*zJo<9}a@sHqX1DiCc_A)|S5O5)qj#)1WsqUbmPH-c|`$o3)_
zcCp9hd?ZX724*~%SUi1hwEB1JxZV-o*S1o_p9Tu``qK2542mDFpgWLBPJfH7n;dWR
zfWP$B5eQ|=rt2`}<k^>PvA=k|RDAHApXWT#dH>yk0NHh@@*&mMh87HBa195PXlz~r
zcL}hpKF3{)0`aaL1v{iM5|Es4037!XM9Qx_Cf)w!2LJl5@f)xZVzzq!xC=}g9wM=Z
z^d=YTiazMaTfw9!q#qlL(t;u`&2gLo3=)YjpyJR*>=}R&=s{d3n>_tjoIU#v-kfh~
zx;~6w`R6f%@&EtTOMpBz<AEVAS?@6r2RT)8YNnYN4A?bF&NuV^`wc&rfb=4A#<e_2
z|6`riYa%RIVJPn{z%~y8aeJ$K;*U_+5c!u@!IR-rx-?|S3qZCj&@y!X95_|Dz<%=2
zED6KHBYiT4#eMgWGekNK51i%Z5d{!%1bZPoq(eVZ7$n`0;0M_Eh)My(_qq}WQ&}J#
zK%^5>o(98GP^&ZbjDJ||L1^2O!V;W!qWI&A;Vyxb)(Z>_Zcu?AC1Es&3rmD7wgDQT
zSF)^`#QX5TJ=zH|hCs?>aB`IzDv>|@<179TRywjpJ}Lb_yaVPh)`pWy$4TRzF9#vT
zWd=#NLNH5dd;P%n&rE_HF%)?^$TQ{r--!egFJw@||Bq7HUF_^G=m^Ov3lYo%IbDI^
zNaP*&cs*wEPkpMiIE0C3Qzci1|GSmjyf1@-ZbREN3m$Sm*fAngaQ<|OncPnRD+v`R
zY}P|2*C{MVE!D|Gg0p9RgM4XZ2rl5t@R85R%HmQ7v*2TAlw=Tj8_<68_Ihg7bBmnn
zlQ*w-Lp%%1Z50<%zjLe)uY0vo$X_4Xo4T|cTQXHvv{}BXIAqu8C>i@&%uy+FI|e;j
z>g=&9p4+K*ucZO%Xi1RHi}^U3WS+$$xGs%N@zM+TEHf6tLvbv;l7NcO!YaQ%x^Dac
zU*BaW(FAM_Nx?GkN*H86g>ZtZ)0F}@l7*N_((QrLi~z+;>0@NQc8xqWU@u82xf<T;
z3!rH}j_w^w<ePv02u71R&bWurvFhUQkFW?n;$mPuNJIhIf@6FT8hj_g#)2NgKTS^P
zAVfyp_!vzYYzjJEY@?m8q1AvJp9CF~@7wgpTA{zL{GTto=;!5aP&XjY!1CWuW)<R2
zw#EX2Rm0>5en9@ftvt`KJc!so!?%Br=@~oAjA=Q`5B^5WFKpb-?2R0gy8hPgQf^4T
z{C|%D9unP6Y(fX08~qkH{(E8{sW9Mcb1q>QQVm+ky;0I+vM@wq`MEJ8k<$VN-~5Kf
z7AA4{L$)c#2*iG@CH>bwpY`wC$FQD`GcGv0Ca(G4uf_2Yh=bH%6dk*(A13<XHZqU2
z+Qk1P%_*l5%s5H}rV!;@z7Bcgg?lu%65e*1EwnoQpaWyE%(qC*`qu*wV1Wm&TF_DZ
z`xmhY&a)r})Q^Dd%$o-PY82F#__14`*s1~GVJtsb&-B00t)0;R*7`L(-Yk4fvv5E6
zItL&aZec=ZEiC;!|16k)zp{-R7S7!pMX~?gnsh$}Narq9gQ_}wGO1)b{#o_C<Y*eQ
zB>;mz@xu_Ze5+7uczb>^m9!OGpJBev`{kv>gQY7*^cH_!KdcTO`11TRdrkd69*_t&
z!e~Rhc&cIQ$tgH-lWai?<d4J@Mo`R{tWCF<om_N4R$du}w#g&vY7v+;)LEeq#wgF`
zji_Y9q&yE;CTRY>g@1mNol+%>tHajd_fHXHVQ7uq1kx%Fc1-rRRzmPz-P>9oHF?I9
z|2{a|9VT(od7sE1W`(IsUlH4OHba;uMgnX?lR`i~YCsSEsxaT^Sz0#k*|r8;m}T)Y
z3sO{Hm|AkN6znoWJ_wo{1GSVCf#$eS8UJ%N?`5T{GH9q9e{Z2mW(sXE#;ykEmuf&D
zsga4LAH@MXHUVr(qM^4OCfOao-TZA%jqVEovwK<a=6pdgeCau(nBdJwVV*mDC19VF
zr{$BD4p*d!TfRHE<OiI3U+^H`9nG#gMFh8`ed4?=XhQse8J3s+?KbM~1y#isXDqVS
zR2KjHWo!FZ?hb91%Qk!<!cX0RKNS=g&UsSaUxbNdCSl^vcA{%-S31P)0Ru(X8#)+}
zUOz(dvNDdW_s(lYwZcJVm{Mfob6og34t^oO58m|aoBsx+e;&sPaynpR_y2whu<ZRS
zFAc2(jFWFPaAkIujX;tSSz0%{*oI;NxhezL4K*#N+qiRq87~{7^Z2V#QqQd`Vdw9u
zg}%xvf>^~xRtWv<YCf1LCM{)1^6ZN-(PZ2CKQ=b<%jQ?5NlWA&4xIZPOpZRO1le#+
z$<TU6@oFk$&n%4govJ<>kyRDMqf&t|4(iVI;=-)&(fxrbNm_)P3Nz*2Q8_Ha@sBUH
zRYgiQ=i)O3i!yGQfNU|y_A|h}w#F?@IohFo!jPCP1GYRFJNZAiPlE&qd<vr9_g~pY
zCJH%gN2z^YMmZ3*s1~!k^BwpStbmK6ven{PP6@t#QN_*9Q11r4FKD?q=ZlPNaf5aU
zKCu67w_x1bscvo47sYi&mtmz>N|RTjtwBaO8ex%fBeXIy!>|}6S+iC-e{4A<=t-+&
zt)BjG@AJrv@YpyjXg~N&ZP9%fKq^uOtB<P9Rtx%DU>fh|Sg|`e3jZ;<UmIGnH?jQ9
zB6HpRD@4NZY6ELHQb*&T@e+c)h^}<$rIk;VHGqY?%+HY`Th`}>F=#4?z{W9C{rVUn
z>BWnQ{-jK&mOlyo&r5oL4YtTB`o`aDw33;Ud42-4VJGSv39j(1=GyB<NO^knLOor>
z8mg~GK647<!*Zk1f#3xsIVFPaXVhz%+x&G;8ICLmWCB|aYy<}U)AxfQ{IwC{PA7wE
z?*l*BIu)C|SSeM{vUpU2I{Eu`Ab+VC*YES8XlGzwd+~by-QO=T?hJuGFrG~ySS_^Y
z!_IpI!1~#=qR9w}hW_n3fMh9#wp$$i;PLQLX9sL>=XI)?z$gw9@P)G8nln0t*y6E^
zcu6F?j~f5HoDaCmdxKDOR>Ru1@DquF?e%kvUEWT&!tbbsEMGV-lV?ptK8jSPD*St5
zVNT&X3^`BngY$qqJ$5&cBHL7N4??S!5rStdKd6^a-9Guk1FYoL3mXwmv{kF2!&Cc^
zYt_`SXk`ibD<+SN43JINSv;yMg+T_`CSHoaZ}!)Z+$UGbN|pUA`1{P~zluwi6d?Nj
z@hKC5OB{@opv$J(fJ5Gk4Pq9Ng<5S}S(9L+FKEijCLM^7_xO<$1BwM-=w)%Qk9FZ3
z4~t!eTEe{RgC5`SZ$;v@@nZt^-s3CBmw)`ehPa3$tGzthS<KX?%M#0#IH`{J8ixUx
zQW*W70Z+a7_Q~Tl@7>}4{6Uge%+r4_k(C*<c&@TEL29Qxuo@EMZ#cN8I$BJ7aGps0
z`G%P>6mSet5NrKjXb?nt;n=SM+oaeJ)o$0h(m$$kX;?g&<#${hSe_KA5F>c7E<V>l
zTRGzX;|p8pGkqjkftVZSxe6j(g;O1m?YV(OWs@qbt@HPNE#t#|owE2NJ&QQ^vc|Z4
z$$iOUCrop21>jjySjE>0f!e{~(yi(#PDtRdLnT`XdY2mTJlD<B`MDaTGjWGjV>W%E
zdC8KNRZW<3h>TQpm8kt|^}-W4%g=q{%F{*5;&ezVe%^On7d{!`15klUyg}0VI-7h%
z?R0^*`nsk~0&!r5i*veF=NUfB);Tf0&@wp7-j*&W-`aLucRA=tjq1^B-8@Fl)%r-I
z#UfqkkYS=PGC?z@AlD`xZz+G)uHlE^?N5(C8b;@q>DOLt@_^INA2GdE;|m)X?vUF+
zq-u0h9&Xw&Go}V&$<Jt&)vassNThW1xCuxDiJ`fClW0Kz2?un<*lsq4PNR=1<8WxY
z2^MyNQJxgFzPAf~PZDR745jYIVWHCJ0IwaaNyOVU4*TsHjEc<V+3hIo+}Wwnb+)H>
z7r<ef7D-(N6B>V1s6l>R4%BIn;NMG*N7>U{m75$l)qyaFQy1~~qQE+1`@wtAD|`LZ
zuO*0SVfLyLU^pwFmSg<*6LVjGwFka6w{w}M5`9mVc3+Qgug~S6#8SfpMd!RQjf3c(
zRgbRQ)D?Zn#ZiL9?{$u(vIg9;F*Bl3OR&#}KIdl>aK}YmAkfzt=bY-A>%)&i=TEKc
zIt$ah4t-RwZ^&y}##ha@xenn@zU~f5kz~}fowW;9ZXlz%S2f+_Vk0Iuc{kKD>)aH*
zAUvrBWv>II_>*r$lul=2h0K(kVB^;yZeM4v#f_C{aJ4&5m9r2Tbji?F%)~at)9(+#
zT4M@Je%N(OYvFYHt!LH~!}@%iU)Cbirb<g=8VgB$v~rBYdR7a<%EMWSo}sXU>|1oW
z+7DTVz}JcQ(S6=2h;nw?sE}J<W%{+*jI8py<`pceKHmH@SUsaq$<hmc!uroc++g*h
z^UmgR#paK%2v3}6efha4sz+!5CI9#YN&t7|?BSx~bq<@l_u(%h`yxMRwn*v=5!n@;
ziVj0d<rem&EO5EXcK=9fI%@Xghr{#czO4a0LuKvS_k--GNA4!LiJ6^jeJ!W3p;X27
z2=9!@(xV&L6w^}Jr8S^Nc5;H2#@C>pFQ8yP2^7!}yQ{^sSlFeZI@-5mR6Zr=9Qo|x
z;fQW=Z7OLlDJ^st`c991`qbz2h-ss324+{<NpaT`n$IHl<hHI-C0e<aG!VRTQtG(-
z0|Z=WZSISwtbAx88g~4v1Sk%JqJ?(YEt2<Vp22hd$jWypz!i@2{cxG<bJFC>6qcX7
zdmF!zMTX}s7I{3k{GCk9toXABVs%87XE6?ED|g>~7ANj}JlNOq&P9T#cOq(&kLY{w
zls)l}Jc=QXzGb86Gq_|l=lSRgQ+xXS(P3xXcyP&Pp;WGd2ubQ2E@YOp4tT5R_#>5)
z37b<($63gT;>oa8X`a-tY&5W(^e#;~B;c<<hDExv2>i2~-W=cW(WsECl56PnCUY-7
z@a%>$%lr?%fBKjPn6?Q(LPStxdNgdie)_Y(#E_hWQlv_xC+X)IUP(q_+$ojNOyAX7
zeer18Y+^CvO58<qd47h~T=I%H*%g{PI$<4cMvC3T6m)bj@m8nwN@pr-nwfG)>5E~V
zcWlX}mh~+cCZcN@-gnDfFV;6CQNBjM|M&)W`gO0(2{>UC8)4L@x=sZgR6*}w591sS
zW*)jDkjy<l^7hen|DOC5cYJ<x>~?C>FUYA(kS%sCSoZyAQ$Ds&-N%J{nQum%Psy?T
z*e+)R3gUZ}sza@Rr9)Qoka;NDM0Nd)n3&7wye<m_(wKd6GNcoTku8eKWvbn@ywh|`
zR;96a&CXCbXH50AY|*?y&4XtQE?h?a@MY$F*iOeoWW}F%_l@Q2ZcRDr?A2Y$iXxkv
z*7~uh=4{RJW8U7^Ou>-<>71C}xoH<qvXM(JP>K5^89R)dkQe|P-g`xmv2dZ2$ax<?
zT)cUkSnNA7%Socv#FSn9Hd2-W6rX~xKCYqNCy5>T138(>LCCt10^)1VXBs_U(D`ee
z&fGmkugCp6&HWY*EArB?#N4kHsUUac3@HmkLJ2{;23PB76n}6iB|0_aML+6_)A~g@
zIoyj90}Z$aaJn6RdZhaL#xm;2<x@9RqNgt7k2@8Q`>sS{aMvD)MKO=!tq!P9M3pyV
z;e|&zpQ{vE?bfq74v3gSgAJs6%YmMIXC%zrh{(st)P;v&BBFOF)v0&q2+k{by-a!R
zh+oC6gL}@*T7BnS^*xp$tK4SckVleDe=RYZv#`XxMLu)>Tw>BvWR*4Jz$r-Q_SI`p
zh`EIKDxgTyjwM*Lk1Tqs;!CxDi-7Ui`rV(26#?$@Q90u(Q&CsasVI*eaRA+LtD@fM
z+zs!vnSAN%%c^gYo`+r0D26tVxcK@=E6(=;Aa)q(EJvJK863EunqCceb5a;&zgc~E
zBUv#4m-)^S5L00t<d4yRihPX%%kO(gM*fv`dw21;jnfrmTyG7-@K$ZsphG_g4QXfd
za_R3xMjG24(*7P=-9@gS?<M{6kyg>GBE)>$O=uY<^LM4eQ{q)B&sRhlg3$pcVy-Wk
zI|Y=ZAd*3Peu9!2*NkRm`DTj`bA2PunFd2wrxTPp8RAR57w6JmPoB{OqrBH_Mq{bP
zdAIQSE4~Bs<Rp^f+JfUPu<!~`kIeWwZg-}ra}k|VbTd<=FsH`evwB?U234UZ&4J%p
zTz*3*a6nT)nb^Mh^_%}3i#|7{tE^vQT*ZDSH0D7^<f!GY<&HZm{9ruy*sia}r%e~%
z7NqmUbe_4FMW-xl9-AW%pBYni#;fPlDOY?aXJ$OH+7<D7?Djw`y0hX@Gd1K(_$GDL
zrKl#8+8h|GL25Wrrbdd5pNanvtny-O;E;~-C0XP<&Exp(UUC+I4oOk2cY~x$$m5ub
zLBh}>)Ph!`(>kdA#IUAl<D#w$!h6!)IERw#Zmr*E&_`&AmTZ*TbnC)L(q?2~U`rIy
z;pc1>=5v-0cAQbAkI%<WH3inoBsEsTBe&a{iM$!lB>YN#+W_MACR+j4e$~hE%k%(|
z+{C%S|8B~+fM_)a2r3*rNL^&yBILnfEu=nM!I-@c(pz^xqz=e<;V~i!Bh^=mQEwE~
z35w|4jbUnu*SNYql}M_Lq^-7}skM9oe`F<9JD`~eABH-m8mWIfY4hZ)(jWaU#9vDL
zL-swF#c&^uypNA(u}UY9Y1Fo03G4e)<AB7As#R~_)3~iqEg!Si@juhTlZi$TejK;T
zQ$yCy(cmL~tMm7or31v@`$R1rGc?@Z&Hi#O5*IvhlFqjBl~$}Z%=Isr4D}f8&uWbV
zsG|5o_;yA&0y6Nx6hSS*(}M*<#Ra(EVk?2N5GxM%u=e$=@oEe|(-_t<Mlx_UuIwEC
z=*eY;`Qy5uk*Q=^ykao9fLu3>+m(qN1aE5-*fXOrC0U^na@wzZa_4OU)-i!as3dob
zI5jPoxrL*_{?i%bGswRpCj5!i0M$$4i$dg*(kWsY`q6o4^}adk&Ck~b7K7n$((}J@
zI^WN2UaP=eeprD(0C3Vqia!lQFAgqwI3jpb&^2<CWO%QYhvZ0hT_a0t5bSGpG`>BP
z5e)1`vua3)n*1$)F4}(rW+eq&ydJjGDNgtxZjQj1t_<+vuWrIHNzasGdigQ)RaQeg
zI(Z$sC(jFThU}cKg#EKya4sWk;4hS<S1#hn9RT?=`H^j;)A$Q|p>vjSikd)4ey<Or
zL<i%09Mw=wNj9JREuv%3msevC#h)YSgI)dUdwnqV@O5urgMEQDvQMuDih_$s&<NtO
z!1i|c3e%2C#Ae2=S#ybheiV7j-=0E**Bj*JLV}AiK0#BgloSCP@_ba`?1$89SS6v8
z;WcgkbOjKa9s#95m|li_dO7Le>RT66362UcODljM*zM)t1gA)F>FP3ZEWe3NF94O;
zx4U3r2bG&fUlf^*Jy=U#&dYS?fg;zF0GhgHTcMuYp@>L#Zeoa#G{xRr51aTXGPAEn
z$1FNTeCaXE$`@r1LBv1pGGAAIS^6K?A2A;6)VFbq7k*ZXI9Sg~kpslIg@o9(M<1=|
z1hcAfMspkn9@Kpt3IB<Ifs;|*mDgzr|I{@yN61M>7oloXM&}#AioM57h%Q(FB;bp}
zBw$7sgk$<*?-jKW_!&W&*9@d!erwG&$sgoXL-#ve@8#)59*J=Pj*^S6rtZB&TOic2
zj<(=arn?WPMgLyX=H!4D^Vpq9^Mj8tZ<xK9H|wMh1ok!xDvo=?&aZ~PIeoW2y7|t>
z0a)p;vCx2knLjDkCHPeeN_$cm#}T4O_t!H$kK^le!w~r!=+UzM1smnjMTlU5`9H#t
z)1>-A-AP*BqVb?{MMr=M{PVhXQ>C(<d0{0U#X5?+*W<abwN)!p{%Z36IbgG}|AnoY
zOG65S#VCRtmeYjTnLz6P5q}93RIgPwq3SwkVh!cTap(*>UUQ;(`1!@hS3l3EwoF{I
zW&GGL(r<unEb9CnN%R>3nH~lHiSnq>?z;EBTMpC|LT*skDG#q5f>8r8P$(CtxSTG+
zg^6Ips5cE!1oH{>SW8&W4s_>^a+yuJH&j0qfG+v{3|~rXL0vG{&~Kf9yzHykPOa{T
zyTbrsjgod;G^s$y9?JlC2|;v7N~br`M#aR~U7QRv4XRqNI>y9J>yL<p>4iA<=FOxS
zU{H@%-@$^7XGxBs1)lO%aaxaMA0}T=xutgVmc2oywG)RLIOsTmVxT&5cyIEd)J6Nn
zcZMc~HF0Fd2OkjSxZ8H4(W&6M2joMku>Se?V9P2mP3E>r_D@+z!COHfE%_w@9Krw)
z|47CrxE;CO6gjk(lm%{~NoZlcIxsvqpXZZ550*k$fr*+oL<VfHNQYIWJ}v5-4wc+2
zYF+O;lg8)HP&*A5Ao3GEtE7x{j=XpQsHa>KbqG*YGkma7zz;ouHO7MuseN?>-PTR&
zYZ7w>`xaJZ=W^3DQU{soy%}Xs-J*FKJxg*)a2M0?(8|0SD=C4renP&3zlG>tf5pDu
zgkx$3v8<;wF7A%hfuC!C|4=udxl_IvpQjZ04b0Njvd++hw?kqsTyTu^cMM;d*oTNp
zgD+47Cu=ems!8GoT|Y2QGfVY!jqZk{uv^=ZjOGo&z6+dL?;IZh{aAT82TVrz)NKAk
zFuib#V=7Y=>?N?V5U6Te5F3WQJ=~hUCKVy$w!b$erJS%7Zi8bwhv3Tjv~z{gNbkuB
zc){xIEY;-X4VDQngbA6TSM!=YGDp80u0SisOBoQ(FWQe*{M}s@NWnZ`@cC;kwohI|
zUp@EgJkMszm5MCi{iN*-hwQq8wt|gK(jd>E7w`K42s+gKF{F1{&eO4An{1O2(XyG)
z)rCD*4PP!(h#>n2ts!zULT#J;0Ahzi0729ZmQ@UcI%AiJuvug#Y0H-%jg!|(9DEHe
z58eqY@6J{o)^yJRM~HKe0>+2hmK^M=+X5c@j-HhBXSBO63ces;H`jo_Z2e@T0`M9P
zmMC&i{J>`<%nmT~+O`U3BYhjQw18lcTe}H{-*uXY?@p4rwYm<e+w{EQTxvat>+=&>
z##cQ6%Nd)Emxi0J&|<1Vg7&A)p`#jWiJsHz)%FeuydK2H<<sEA3xd8USupJauN-IZ
zIMir!NmUfSVFO4W;aI*J{gDah(w1xB(sB3EyOCCJHl{XJ*p8lOz7q&tgX0@sMSrDu
z&&VG8VgIUN9}-~9x7g!1^|L{!OVj>X^QtMjE?@kF*;D8r;dG@vuD+8PjS$+i!Gbgy
z8Oc_m7NZ5dc-^akMSHnD;wPGE`li5P0lflVJ|3@r%z8sgU9km0t4E{McC`9CXev^N
z64O0I`WN%>Yxv(1Ce)BUPeY>`bt34^ipPo)uk}t>rbkFXAR3!zk;8?N_ISr<gioH3
z7JgBVbVws`I<a@Gw|p<|@Wtv|>eAi)SGNmmSX}tmMY|wxG;9Jk)HR)4sr&0z>j5v&
z<*cXLO$&#3PwKT4Oad0q8}Fs^NzCY(=oYH}+lfb0w_zkb-&X!rjA{L>YPl`($%vTa
zL%Zy8!6LW1&03;#`uz9f$!_&^lW^^~Gp*%CyE{uoN;op|2QSu09j;1ky3|YSS9Hsc
z#eL97o=(^4W1I@-t_?UD+2Fa68=GjiBNY=py`a~}M<T}+Pix3|2#25=2h%L|0m&d_
zHP6`3k@OWfy{C6_{|_$26yqwj1IZp`^RtMV!HvHx>f9>eSgTdB(`DPpQ{ZdfNu<Ej
zRTPU=eOfj_y*RIlA&Bx!BzVO?UK2W@gMQGEfW=AXHv^_nv#LYWbwDI@wVY%GsL}O`
zO^ispF(n<V6xdKd6gS}~xYCu8(&tcMv3oIb$d~sl@wm#PrN-9X??2|3Y_r>^8I~tG
zlJCxj?Y2aP2HH66gZa?)n0qU&Yj;UgN|+2K54Y;1Wb8euUR0aFF`enEpK!cu>i$O?
z&*4zHp8I)LZWj1YoRRt#(gRO|C6CRL4!2uZR9nH;r|!!$Y8!=8EWOh!9-pg(QaFeA
z7aeg<d36yiv6sHHJMrOw!>A(DdGVOtP|p~x*<pEUY;#OScsXCJ1#?Dht3iu}1d-G5
zXu4drMWlv>l+4|)$AWkvGYu}NmfAb{bc(}p(D(MwgAmfApP5qJ%@NOZ-wBGIpNMbV
z7(Q7wmy1-Q?X^hj;(K*@nT9??pw~H89lQ@|&5iGLr-QGjrsc>ttPVVA@|SsfCa=Sd
zpKj%b@1tVKGiBCJ5g^KBry7Q#m({T-9MPk?)lY91R;wsDeV7(_J&C&)d$=7d{a&^A
zT440U^1W81U3q?q&}1wA*iFF=wPbNK;@hYE6sy(AcLLiSd?_2{ls^ef9t8@u#y2^0
z#mVf`d)oHJz{bH@<$1upz&5}pbJ|2k3hBh>yp5iVhP>;`a@5r06cPo$5gf|u6LNe3
z=cgc1weHm@K@XC#BZWq%pR)U`I)^30X&o&+tGx4U%qE%qce9P9-x>I7H9ir`4GVpu
z;zu_VApWDCN-cQdMK2k}vt|1xiAN?OyI;!QrVrHY>Dw-8gF{1f#x5K{#U}52hhiva
z?E!L6F8XZTT6$6cl1uS90apLy`GxW`rIeD?Z^NA%`0dW{Q+~HAns{Tem8N!#Vl&X}
zN$2BR3BvCCb4JRWfoRLTF3o#Nr|8Nc{!-ypH&GbA$-;ELa-}O{__`Y5@O~$`TS)eL
zg&e`<DCb~k>lwY{_eENngv#{-`jJ`YO^$2Bhx@}f>RAR()!7C*7hEsZ^L;RWG9boP
zV(8JwD>F<Rs4Sef{GgJ4CBvK(ZZZBzJa~X;@>N2hHaKs}tl>6Ax{g1#7k_qka$OgY
z0HjwC;UThmD(U3mp_DIvGg`F$)bq--F|<GtDj2%B9P<jlZUb647rRI?<Dl-j={C(p
z@FYszept>qcVUb^QPMZ-+0ZSCmdMuOCt`9=GRq4f-x)o*<aCX~+nMhuS9_+1K+BVc
zN=Doln(}T;Gr3bu;jd++gpw_l+HuaW-&@-hZ_HCmkStP_>b@B}JngEM${Wmc!?SYt
z#_(syHND{-&7BgT3fV0=q2W6Rr#ef7C)#VcNg{@-{`CS_*ITQYz>-@RT`80Ml$bdo
znZ-1$zjJa@Fr97jM*-zNo@eSy5{b38^HVnVhi##&d`h0NyoT$_i>{5HH5v;+9zS@P
zZ;>`#e{^MwbbVB>;Rs*(vGv6&GR<~{-z_I7%&0NNEsoYd_Z239nG7$IiiG`y;l+3f
zcPre}Q{P4MuRU&H4||v86@2ZA$3!s5sAkEPIG!HGL#aMyUj!Nf%L(nL=ABBrly}k4
zWmKLDIP*@uFHI+xP-gtWkf@D{05q<=b7rX|OrEmGC+>fbQkOlyObfM(-Z!2T=R2GU
zLf4?+E<<XYr|jnvmzC2fzw;8_oYDSvc{-P!`5k|9SI-mg8|05NJ}yBQ@~Qa%S3KMG
zs*Co|Z{MDH30QgA;}{m%H97A1_ZnBPpue%5z~S1x`YK)fUSh~oQBqa%<8NfwIyvL3
z1oE=O9i}K{N6$REn@G|*W3c3+MSi?cma6@!xiokDOO>lWj^tD83ie2IgVl}eZAU!Y
z?FY5=W>l);9N*b@Ka!rFaWSQoZDwh4d@X}ZL2}{5-q&pLGu!(}w)_l=F`fr(zTB1s
zdDLYxcI&iX7$n%{o7|tp-y)ZN?oIX_I?$%YyjCxUVrJaR1|1!q`jtIo94O3GC6lj6
z!1_3yPQs{M-(^0)9giv2(tOcEJH^3O$kurV+;dVoa$9U<+(Ib16I655sHQ@1)=hZ3
zv}z0)Mqf+txENz=4n%sB&ra4w4pagii{J?T-nXo|?pij7gi-0GckFjqHwI_}Cc>gV
z%w6AVgOV}-F^gldr|*lgvav$;oT-|p?44Aq{5L8R%tMB98)`p<us0-5Jw>-EFGqGZ
zxoX>gU?HTLaUany9TvAK-7QrQM&w~LWII^{`RpX`TxC6vDhx^NoK{OOfAK?ZVJt$Q
zs9cp>{;h`?-;y>}s#s~N8kNj5(Kwd%5TCAPQ8R<$W8$&t!AK(RO_q;vS3WQ;DTxtt
zFY&mu>=U+<5iOZ1z1SINU07vsSN^e{y2`ph>cr$MY|iGcO;z<2+)Xd+2jK7#&UUh|
z7&MGBjg7=MWV{glTy;d2@#@Qrs^R0u7;U8|E?up7(*fv5<i?lN0t6gihM5LRM2B_1
zrE4Cx&2R618%AF)@6Y1&|MV_qdnt^aJ;`Oo%1o-<Uu?y4rFo3uRmCl5J+ARRt1rVL
z?gTYMgzNbvKZ`6Vcpx>#ksk^E9DDVS^xVXkU*}K-zT1-PutM$J!9}BzXz<u=xgp2+
z9CCo9LP*IeNpWK>`AvtIh;Pt&g#|wLm9Eh@daNd9LiTj%&bAqO8P->^9OF7a(Weq2
z$mHda{rl<0;!`_FD(z}ntK#>H;f$No;~VqOoUZTlFRwBrT&kwOjjNFEI~wDT;A`Fv
zL1e@Nbhqoji~2Hpn9lPhTVC}&J%hju<PyO_=2c73?#YpMJ9D9b@gsU~YK-a7>4Vl9
zNt3K>%-nRv!CVC=s@;`$A=H_9F=T4yyT@0_$&}Mwrsxhuk;MH5^#8}$d&g7x{_*3H
zWM+mUTV%^TR`y7C*;`0f$U2#kk-hgUQD)iMqY^SQL&tWkIygr5_qz4gr@oKx<MI3b
zd&+&?_cdPEYdoLN7n^+Fi@U*^aY40&@%AY%31*(7E&a<9)4bGpLtPN|FPi|8=qs#y
zw<-0YcblZ8P<<;-sgGY_-wVCCy<hCY*>(lfMr~V9aPZX<Zrloq?E1nW3m-WKC;a-W
zn*<X;b?_lcBM<w*{Z=+g0r;y;$pvwI_l4b?==;8ErONO*>Zz0!T}dJMqwCVIjVL6p
z4f;l6i4n~3A{#&Bo)@&zFPEKP+yxEy;yi8;&r!4NlOeV<(tL=}$KW~Erh8qw>>qF*
z4FN|~r>hp*YG6=QLfBr4`6a=IM8Qf^NzKl}D$~2czPP57BNUGd!uwdQFB{MRhjyrf
zo%++d4x_}?>$0y@;_tfTa*pv8&`#aW62vZ!@zkO64_MMtDYtv2UOE~rIEdWck$62^
zdAvllDHXqoZr!C6@-mq)811zha25HH4!~F<3n;s~zE|pUyj`z3$2NrVW=-_ZbsyZ@
zB}x!>J#O0B%@D?SrwK3L2GAH0LaLecw2MmRrW9+xK0=zwi9WxAkr*UvqYrPu?@}x@
zGZ>cmjwt@gmMWR`<BEhBA4bPQk%5#V8T};P%yXQ+vB+gmP$B@#*Grl~$}_Alev#v#
zl?sL0ZhX`nwWYlwbLSlonj|*K*!>$Zq0SAt`{Woh<dU)i*7@a+QkfX~SMnc-l+?U-
z^g86He^z!Mk;ulYv%}PJm4T>El7SdEQ~r5yA-Q!-xejL)>8Dtnio{h=ouPgfNF*up
z3}@au=o2H2B{>Y9!FY9Q&`Cxwc8s=hRV!3N1};y+n;@J1R=o*(HE7_C2^*`tGt0t&
z3g5yZStIsWIE-0Ofa=xFwk#6S$a34DrRN{(Dv4bZ>P~Q^m8e(VGOS$*>wg7v03oog
z;MGxWHIe=YQkMoo4Pm!N7Y+f=%3HEn5z*t?Rt4i>&{j@$ZE~#G&9rnq*rZ8#G)=p^
z1NP-^Z1qAy-@PLm!NKb?lk$PKcy6hE7ya6JH@RbR_zpl8qr#;O?Yq#BYV)SS&%`FH
zJfjvHsFmVe@==aN%y?(9i9Z99q5SKJc{wF*EnkF}>5G~>Y4w~}leF1xw>j@5ZEmcM
zu00u>fT4E`(6-J_%HEVNQ@nt6bywk6PsW=%fr+LibNy86M7OU1ewL;_AqZo@S6=Y-
z&Y`Ben88cTKksXmQ#Lw^Cfnrcqf=p%A~nCFyk%3R#qZ<N=v!PP*_?_}E)m^U^oyC2
zkTF;!f7ViYyU<2!yC!}LwlIfAfj#GO%TF7Y<dNO%gmcY6EoeKkO&2d)|JZuo=gq;z
zu5{SREZBH{01kX(lGm?~L^Q#PpW#7~Hce0L@gmbpH=23!JYk>Csr?ln!x>?73onm<
z&?TK%NnISj(NX=WSSb?(FYeGZ8mC&m;Wsp>zlQ_+Hr+9KuLt?jNR_H#^U!{v{iT+P
zB);n#bG?WxYh_|~>i1m-!v;Lmvvv+;_kvq#m@KMtGhr?7T5(%%I4Sb#Pj(!-GIvZa
zxy6s5y#}Ly5xK_3zU#bDMzz8(=agO!kU05Xb1B^g8C^dVT5_Vi0&HH8Hy%=a>+v>!
zxrA}=^~I0xmn347mh@v*)UUxLYjV>F^H>!W7F{B;XqGd2+AAD0MtSg`4Fs}(agFa&
zrETxdM<Zb^Ujy!)Z0%$;?0s=kQ<PILPjFS!qL52(MA2xM`7{n=v}Sp2ZPxcM8QHJ?
z@Wzqs380V=A){N&l1Y#Yl_zI4A5&;}n2_f6>gu)Z8V1_<cd?SmJhr`!tvOv4MrwO7
z9wc9eeOgGU*9<Q?^1xWK6fQxh?p1*@--ab^d2H8ft$Ghtl>K-y#mK<urk$s5MUR0V
z+g<>QP7%bhB>eAis$U|hL+4UW<0K=R1mPbqESesHM2*4n=$o={ce0Jj)YnS-`lhNB
zrs7xj3GVx~WF%KULxv0`qipyy-b}Qi;3xp5&kPbr?6D{hBTeIuCE>KeRF?$49DSBz
zz}6hP-Q&@nL(;VBJ(oIF$>}~KYF*g%>);t|C-2jO#=X|n+rNQDP*7G$50bwW4L5X7
z?T#O5%Y)}gY(@;G=na9@>L4k_HVy&?#wQ{l`k%k1i7ug{c*Cfn8T!kg(jX(8y(1=p
zA=tXub1FX&zE@x$in1E*vR2S{ZC+P0-|~c6&E3rqD>iBvTh$kk(F--lAM~=&tEWX4
zHC;z&hw?ddSKsG67|cE<pQZ7Th`LcD7CeT}cc^34I#$h$YbkIeIKXILfG@(*OwOk<
zNGiOLyj}779M#8L5oMlhR^|cdIS2oZ3elM`eGWl%M#iHyTxB+<PchK}qP-+3a*uoK
zUhX!giuU)45E*V3zZs5l(dS26`gMqOq)@%$yrKy>)${YxfgYL}73{b#J<kc<{vxg&
z8Pzwjp2V^tzH9T`l^}l*(isl-%uOge&%d82LTMH1O85#HDjC@HLX*9j=Sx#aWUsKs
z1VxR{`Fq(q5<I(feazTb59e8LT^V|KQ{-6yjL*m}=a&74pwKomB2tt0o~n)Do+>jO
z{;(X6{tRD5QzD<-j5)%<WNg#=*}lJdWJIc#stZGAb<`OTO1+}Wd*5IiHgZtZj4C1Z
zCi+z$WkVmlsz&S8c#WTYVlUml^}2WZ|8=0r*KXpvLXOV0JLjC(WoXQYS|={Gi)I;p
zk0WNU;LFfRfti~{yTbCbBM!N#`*7((^>&kL8d!=ezuvZ`6R&`yDLx|$FYzUorJ}vF
zGJt9BrD0rk@;fj@2rhUs6T7fGq24<4`A%PvuN9KfvPLx;jLr|8y2+R?#%%z=L!9hN
zfV%N9fJD9`wyzrZ0d4J>bIE3&=C6IfSJY)iQB{rXPo^|_ByDydu0{pJtr|(Ek^tFw
zDK>dI#kOb?$+tcHWuNx$!zYm<&E~&)Y$W4(Mwy%zVXgQiJX|}GXjBk@nu+2XrGAS;
z>{_q1NG|ZkNnF+3evyiH#-V-c`OHjDfpg)QF(__bY3)mW)X`N5ZF?u7nG!N&axqnX
z1y1-mmDz7Hk5`HcF60V%oz#U`NmIA;-^eDCrbID-6hBCp5<$qt@sDO<@UR2*%*{IB
zlB{Mr(RWi8_?*|z))5n)Jpl!bSYFUP&%c1$XIUetZf>F%O^)nX8wep};gMOeF0)>V
zZA`=^x#Jg5DAR=^UEMP*7xB6I2{}~QXPSZfEVXlS%lxItu2t6oSa>b9<)`_6>k$VZ
zczk2UgKzD9R==*k@^$fpiE+lU<Soj*)IyJq2GicX32q|N{mta&3>nK2F?Y5ub)btp
zq&^+y_;&?O3IZIY2CqVnuV~7-Ed68?xb0?eYf3~eRK_yxh%X`|F>A2#71h!&pYzDl
zW_2ov2>Nsl*XgD>nhMtkq`6*}=Xr9>T#5PM|4t(TIoO(xA4|yhLZ@q{mX|Gw?7*_~
z1YEK4i}x+55$-|mv%cn7z2+xxqPemQ;MdgY8oHHmOmH|0GF)zx;_?xbR>z_lM&^Ue
z>blsAn4NgLh$(S6Zp(B?nYFM1M$TB*<io})v1>FZUbA7WUmtooipX(&1rm;NF30A*
z;$J~MAbkZ6Dp2|GHBh~r2{%2om{nQgZwoQ!Ec=AriZRE#OVG}S2nbSKpk3H%CGzF{
zV%OPu2ucwg86X;*0qQtvwAw+AMW=qRC*z}8pFq8fCo0@^%we8;8DAznc1nhu5Gzo<
z{<?XU0dI*Lcj>^yp68BokW=85z6(#UH+#|I<afcK=)KZ(FIzm>y2<^8%^Po{ZBdl0
zS~>F_4)mQxV*ANkq-`HSf0_(&X|Lc~NtCP5$_PB9Xf;%r88_M}$Z@={UREZCsfRrb
zi7TC+5cv~!*M_}#KcoqhN#KYt7wH+C?nP9j7Vk@{6M1(B>kDnc!tssKvO|QG6Jm4H
zrm9xpp{cKptD5oVq#LZDc#zc9e^&4`0c{g#L)iD8Q-;v}$#VDx+id2v7fZsr1}kEC
z(nf<)oOqdus_+p2W9hs}ZpI~_hn-7bj(0WHI+6gl4RXKHN1YwCeciJ0lQNZ)>F=P<
zB!2S^-Te5oiEjGL(9-w5Da2u8zMomI^y19RGCA@2gGB9;<J{EK6h?OVCV#@JW-ofX
z8=bOA*wsg65(v==_F@<ePXKT;6`PQ6*UXD{ilHcm@(d3NE};ipm;)N8C|vpgZYJV(
z(aQr$Msjm-lE^jrEk=&K*tems1&=wymNqox=JptWgnwLNyxK*1BRV*r@#=T7Y^tm8
zLYXSVfpwZ#-UW3TP48tDQ}#S0V?6(5%?!3Y5}r&Z_{e4Z0&#fx<$=!1&bk*=$)%qq
z2Oj9joi`?F2hMP~LIWcli^6%xdjnL>ibJzx<;e^1RywL545=WaXXQwqePo1t+>I(R
z37cUWY;x{>dw1#qCzlS;!()tE`T5q4od3D(CD_YQ6L0ygV2-?84hgz}M+V<`g7;M%
zBHPqSWXmo)`*twmY1lsD|Iy3(eD*F0QdDL8`NubmSL?#dycakUZ?0T@_7zi2llRVn
z1Mt7)$#3Il8GCL_w(&eqmlx2X;KMSK6&g6FUuR0AYm$f5FEt=(Tz<~>@@}=Fd3~sb
zjn$Lw+fIGT<Z;j04)68qHaQBEQVz(zb?H*r&0KxtXHnSrxRgq$L<GqDe0|$EJY#2i
zU_c^a$1!T2Kj1nvvG+h*Z6GDB*2UCi|68B0j$AJP$sI3phvy;%y3b@YDBp!z*bXeE
zt~ftEIbph*6uv}g*y0HIF>0tSfC2ax$W*T|Q#k$Ysc@e*!GwOtdd7v(g}v~PM~qi<
z2hr`40~6Ju7Or1J6{7PQ;TQ5f5`A7!8j~R9*)7JZ7_SE4?<awJsPJ%D6Ej?sV&H(c
zv3_98xai7jPWWv8Dw+Tya`24Rr0$mQ2SL@u_sv6*qR!1XCLpfE!3!HVsM66CN~<bQ
zUZs5nMdUDhl;2C!E%w=i;rV8w2g|NQ<hbI&@(U3~ppIyI<=GcnE52eAx2lO94{~hM
z7b0d1RjH`kG)pl*O^XEBFA*yp>19wCO@F6;PA;K^-y|$fDLz+>eBXbvp7}Y<$<8-;
z?ACL6`7Np2>D1ewBlq80?;iq3&8TLj;nx27<LaEu!xCbNo8e1!x*Y+m7y5Mg!`xlH
z$$i=Dg=eu;ntss8`dvZtt4^u<R;*|AJE4UyHqX%)Fa|qv=l#03PWUpyNu9vbpu+FL
z;-MzNnzmoxlp3F?%zL5H0=jVYt5=fmzAn|u(0vr^l;q?Su-80(<r<B4?Sw7u2D5+Y
zq*zXGZJeh42U4pM*m9$tEy8c|_pdoBxYIs?As4gm1vz)L&t;;#Z8nJ+4z&xIB|SX-
zh_T;^&SVCL$dz;`ZLT?Y?5s>xMVZTqns9jX&AL^J+<1Q779lN@tndP1@x*>wIv9Dy
zgdW1J#9t)NJ-<2}9=qci*@7FL?ZR03tx)qtTrw#F*K;aS+pn_TyGdcy6CVNCTmj|Q
zUdQhg4)|^8Ui<)DmF!nYn$jRx2mbkJT!jVX&So)jDWSSz+vm95q&L8}pxEBO+M9&>
z_{=kWI@B7<-i^{IS*R;bnr})jQ}#hSEzZxSX-=<{T#=|o&bgXzql}_-754P$ndxYm
zG|zR_4}E#^<kiZxPKnuT?SmDEzB;IA4}J2ruM$BR<^hz#^6gHWSLa|eM&guv-r@(9
z=?5V-)P1Ur9>v~1V{c6_)u-18!imt5fvG%>2iO%+=e@YZ^EQma6?R&L`7gn7G^NxL
z8k*;>bgJ;|)NPdCKh{}1><COgE=X;%f6F7{f00`)doo$FxonCo?LG5R>jbDb&+mor
zQu*Neu=L%n2t&ryo!iS=fWcwz&LV<Oz8sG^IUgJx*Y0R!pI5hUI8=<HNo{z$T}-_q
zHoJYAwSqi&scuq{d#$BbsL0C@t&F!8i<k$;MoC1<MTU_C5e1t}InND$B_I$%<mk|7
zP=VF;^gAH=BG$~WRneKx5NqIQE2VV1w6!SzlFK?!Xj9)yX)5NwMQARFJE22SC34aH
zHtv_O7>KiB5ONM>w?#?-bXL9KiX=O@9AC^R+RksP_Mn-o)k-K!aF3{cXc;nJ=sJcX
zk{RIIT<<MI5(%ubrwF<@#~9w+L|K^*0@!o*V%)+(6JWyZY(Ltilf%UM6vU52JzRuE
zB6@8lXQhjuCjaHd05E64C8x4|1H;qm92FZTpPc$lIg5x6Z7d$lMP6Br(3v-1I}fS2
zZ}6Iq0YXDclG<hqHCw5y4?<j6HEZr+;VM7*=%-cO^W1qf2+eedYW=iTf<7{ZM!LuS
z(&rgR26V*nlzR9o0dR)3Ol8sFIm73#4M9C5_rY5PC!IsQ=X+_EW*O&1r{IoNM^(z(
z(I3eWe4?7w^<yzt!Dpj1iUG472va9uv#uW<14u+V_8bA%c0m2U#?IcC$~T9`jymO*
z2>wL|Yu^dbld-_d(sFFVnj0x8E9DP6u_#0d*f<be%v?OT<xAKaxgPf?PnkoAyJS8Z
zEc}HXO8ZmUV^Srr3x%Q`SQvPEqsee$DUkbk&a~P0JMSk5tC+Tl61t1M{{hD-4YF(i
zoVmf!pCY@up{`#zM?#O?Z9+(BiDVnbXEXf5Fc2@Co8A&5d8o@5Nvwr>{Za@@JZ0%I
z%__xaLz&`2DUpX)%k7?601T5RCWPLG5L@R_OnFBTOXb%`lEq{vsz5DwAc~S8Oy=k@
zz)|Ulo9jzL0$MsuN<EmjjFu4U@M2EK<CuJ3^2WF#cLi-Xy6C4uLOMrN%+PC^imd>l
zOlLp|LM89fi@7lhBqyPBX*aohvNS6w@LQV^C%$&W;pJU|XilN7?!h88HZAd_&Kb?|
z{{%V!<jBC6j<w);I%OJ+Er+I5FaWn1Pq5s|5VX@758TU3;lP(AbuD|#+o#8mh9z>(
zJOt>~dX6Wa3xlAGu27k~m0GAs%Cx5FSlH@KKh=7#Wdb4AGS+}&djE}#J?blFZBKQ-
zg341G)|1|5$BdeUJ&BFH2>`~5)B8k|`90>BiQjJhlqw@Jx@N{If|Vh+OzelDM1qfR
ziOn)V!L4fc@Q<#!hD?8&^pf2;TG6!i+oJau{@&-iQ&Gvw%E0(b5m00VL<&Ad9iNp*
zPmeVUi+l}kGf#W^Y5fEkGTeZB%w^lk`y68qpl}GNx_P;0?sa5%f_^p1_|2)h_RIOn
zj*DAAnNBm@q<WxH+D9mX-lj*|wF%CJ628T?yla@`=o$x5547dQHBsdpcD>E*GRw{8
z-v{t`<d6U>5Wr8)_u3~$L4ZQ?o%e$s_1v}jLe4QblK?Syqh|-e;*#^IrsX{VD&`qb
zj4Ec5(7A|PlpOnCeHXkuj&y5p0rU|7_ZS5s+K71{_N4GJEr4!HHfEm@o<a2O2T(hC
z+t$LgWPsr(F!~@~aata(B*c*6y#*A0l~d{gGKd{E<9mhbDUu|s$kP)k%>eqfd8L)b
z1u(*yw|$EsG66ANFCb*jOGM`=E8SY0f)A!61kBLhJ0|?QF)jUM^bLaMIzV53b{&{o
zAzn%@A3{uF#%q4{|J;uKL}0S_G4cw27t<t3A^OH(=>3QiPwDb$24?`*x)8zm60lfU
z`G};6)WwrPL70at=;q+L3B{$K5S}~d87}d|D;qxmB~j_)BZ67Zo_Ym+Fe1v5cC6Jb
z8Uh9p{-Os>r4|fppZ(CT0<;`PBfzcsd=OP<M<SQH>I(KP9)#k<V-f`<o*mm5!9*!K
zT;gj_HQocAITb`f&)gk7JDDX$3p&u{?e*01obC7j5o$rK-w1(JBV#5`uLiSqoN4)u
zPNrz)nM+Jum?lEw7Uf)hM>hdQP2l1Hz$=qMJW7|SkPG26z1XNGFBZtWM&g(qehdsh
z&V-nLco3<vOJA`NQjTFS$T{gfFW3o?RqX=)f!>jVBZX_ot`;&gwNgNI6E|}C%yQ#X
zdn|?^h(xu=0NF=NO++f_Zamg_;<*`f+*My7)y}Lg8uW0Vd7oNt1p>A<Y?nA~J9WD^
zwvHJ7NrG1rL6G4(-I2SeKdtw)mm8YA8%Xx<&4682@|-RKP`pGd@Gt_e)^qKkY+Xhh
zOhjh_`v|CXV9za4V~9_!cUsU6g4&cgS5Vo!u$PHVDU39i11i0D(c@zqmQTYXDFy4Y
zTzu*;2G$Ahl3@@@2NDMm6q|D!EaJ%3ri;2g+?27%GC;Oa_lV6^?aTN}n?YbANU-3m
z3n-~P19u>dILZe!?z#lRE<3yn-LC(FSLp%7j#_Ta<Tu$J8${pdz6Az0*mL$OSjtH>
zNGMT7ZOpew1$ri<SKK1HEk8x69uPeu6K{lYjSQ^*HT(z`&kt|uJNb4W^meaW^@(6z
z-B-bu<27SM7Tcg~Mu0Z}n|G+hJd*XdnE@J=cu=TS3kYNFfP<eAL?k!LRXxTC;azRN
z0Tlh$4AbC>pL9R7@?n_xl-vZK&(r{FZ4xl;5;K}FTq*xxl#KHw$XmXUiJ<-;T#~F3
zfS%*bJhA<K{bFKzdfj&--n92G?ac->X#pqoQbzQ4F@U*$rizqKdsdz?AL?t*)EACv
zdff(`3<ALb&K5{pB)0(~-z&$wXy)KqYj3cE4V(;2El3l>`U0uf4Xg+3U}UQZnt=Nt
zjjdeE)IpE$8Zgrsl%t|I2=U~(AT#Gm><A*GUX_W)=sV4o8OSJ&m7Yj%un55rYlG`>
z5hd9HYgniTM1e|sKz+EOEA^A|FiY;w=2FTz0UW?>I+ecP^oC5ibLTz2r9>txf6Fm8
zv1taJ^tXy=T#{-4tkT62AJGL!)Gn<fF(+5r99pU)1`OQ0Bq?GZj(8{GHinHCP$Ws5
zy(DTWk|h~BM$RAPu^HxDaTYLeaoo0aJ(<&)%SEt={ZL@5Gfy%sGE9F5pwfWyAn{}z
zuORtMz%YfV(+0#ldN{Gq&FtgO_2CVW;<R_Q@ykcCh3I_}f6OfY1jwBY&P#+Ovzj~(
zZHMpd6Pz+Ie%sng3~*G0YL#^~Pd{+n9}*+f;)}9j@`8QxjB=Jh7B>S;iNy7cx-hEi
z8@-lSgdL5n8uxco_$)E;6?R>k+VD7D?gee`^#Ho&2!lT*4(bR(lPRfv1HdRs;?YjD
z)=~Z1o<cXV*b?2lrEFKZ>W6((YZyJ%R!RD=+*<VFOPO0d;vYQ&%m-ZqJ;fmN86SGS
zU(a~o;CS>ncRsCE3>^lYPhU9z5vi5izL_Hr_7xXf@2gp~rQHJLb>$%|ghhw3FS3qz
zBSN<S3nmZ3l@q9wI`7vP4vvk{o^H9{Hn|j{Z3xzk2cM>`rMgL4)}#2E)>z^r(XcX`
z%1=wt&P6&FKXW)|8J0Gv8OjFQBt3WUArnY$cQFSzGW&nRMpOX8sv&a$fm6-OGZ#c(
zL*_Q;SH3>$k|2#fv55%1=$LGIm`jv&CBJe`JkE4o)b0@A0>|scyLM1F6mRYl^{EHh
zHoVbu@zfc?9RMU6ws6MnesPAw64|>?#aXYTX(a(vRXIa8$1?NTrZ|0oWaN_&k$P|<
zS#yPuIBt`sjlLm^zVLg0eH8`^ApPffO4R+vMwy+%rDwj+kYi%Pb$w_*GE{?H{(Bm!
z0z1AJjwdH5|Eb}>m_)-%GJbg85{P%b)^OtvVAG$ImB@l|_Jj}L>E%bPX;C0uLaPk6
zTlFR*sG>BoE&z^{$*620g?Tr#M*6v2l2i{0_2RY2dlbHUHmQKY9Zg2>$TT^e=0UL`
z7Cr;B@oVyUb;2a&mo5=-#XjNUwOC{!W@w4mwcMyq%!QZ+0!*0*StBm|5>KsJ!Bh!W
z!e{$_lg3cw@w>84x^xvFw2fVh914H`lyeD#z&6y+N<D8AuHTZ=pg(h-j|HFI%F;OV
z;Y$lFu^=%Dxrhdn%()wycC9VC#%fpa71|IkJLb8xoD17VI>u3~QZFu;7c@vbxe${)
zilI>yvB_B&2bi!2t?v<SZ-*y{Th<@4@l<t<slga^U_52XHE(-ma4H(^o^U5y8kN<U
zG51dFZ*p3_t<6d?GS0eSyUD4gi}a%Yw0Lmw2|!%-8(<M9t*^AXay;>1xNaqV1Br7R
zM{O9Bt|Yg)FSnqgGYUt&S>q?QUf+2=a3GGOHXLRR6?$t54^?NVTTyVBTQ2GaU1@T1
z%>WNlGTt}IZBx7@z=?lq^Dwh_%DZWIAz##+2U)1*%}OGSTV+Tg>#AfT_jPSq>1RgD
zFxC;*Z-?#oKF0$`8V^tRY&NNQF{$?6dFt};gx~zuuh-i>0W&pu7$!ArwJpceRdG(p
zED|+MW@+?MFa25nrl^&^I9Hi4dv}}tx6aJ&F4#l`l`ao5?K-sOzK}|_beUM<c!u6v
zU<s+=!Z+}eAiDn<lWM9|M{O(GDj*gEM?Z)YKUTlE2bRZzk7>Mf`+oXAcLC`VC0N{}
zrvvfORSUgve>K*+j?{E_p2-d~Q<=$F!TX4*jKKV)i-w4#nhJFa+@jHdUyx)(SS-X>
z81(%XUNnACYSiltnhY<_d6<+XRy3~7Xm+QUgTJ)Wj6(mHpkT$=e}bJlA8?(3_p^!P
z{GMT(?;dqrGuN=yArv~cL4y5IxWSw<u)BCHR+j9#zr6NEw->l8b9(;}L7DqqfOlu`
zGf9u(?Bu;qYXMU2w6E@@lB$7DlBJ7gbEi(zv>z^{=CKC+c3VdgncM$3iSz+c%#Yr*
z=ZS4LjkBFSX*{uoOkJD=h|c$y4%Z-l&q*KFJ4G53&(m2y{RKK2Ij(?J@Ak8?%IfT=
zN(RV$H`wavgSl)u2RRH<wOJ5T>d$H7k^@YFXO6-5&b;fKdfW!kyTBX>dBMlrb}h|T
zp%>qR)PK&0{KKs8e+#}^bZ2Co_s_dVo<q1X%UV=VWL7jmgJ4JbKmFeFcDv`V5lJ7g
zfF&+@EL<FZcBG9}!Alf5HAg~3dyV)OEtMmb-$Z76>2=yuU4cJ)fe#vSQD>a^&xn~V
z08WM({B2mru;hEX#nI_3=Var6uvVR3BJykmXncbVP^<`_qAz0o?>I>90+yj8;71dF
z6Pb|Us>wfnOO0r$<LgW2y3sKUf4}t-0eI_7XF7*JtgUNO=URLBRz;^3#<8IHIRbu6
zDV;f-{p{sV3!l7T2`HLiI;#K8dcaRe*T;BwVg$Np9zeoJ{0WnPK{Oz?H+awyD)*0C
zPmV0`Dcm|EE3ZIrv>)37w3YTZ?6dyWIeKspnpe0@aq`($8$%i!tB!SqP%gZmBS754
zc&Bo8`<%!B)*pJ{cpOA3LI`o3*$F9Dh`!NL|1cf;1kNkq6IkYu1AkA)1L&Ooa49G*
zI2-JmDo`}JU=EyUbI_#t+IKbT-}CIl1in|;<mcJLp{*C-4z8uqQjcEv8Qid66AQ4m
zFF(%%0~gjmv^*Uc1`TYpbmh!eL9g9^3G9LK8E$>WvuPI1Iyb|s3^wawNp-;K1VMXR
zy>=4X_0VXi%k7{7esplkgtUuJe}b-Hb43Ht)l}@YezpAR|4oVk`;`=P>(SY>q5oNl
z3!S1mO&#sCCG5TKAM$<dtz|n%J&M-nR;!)<!~Xx@Vd=-NT&jrwS?B<rx&B+=d-g+K
z*qj|e$nHrM0XZYPZL#}DXP*vOKH$=GPIq_-O`jzA=T-ijMF0Cd@Hd8F(d@b>tbsDd
z?+v~r0Bu=!MTcnUZ;m1V<`#{_pHl}-jzK0^`l2a@)jwxK7jWWMpHJ8`ogVwt7NDQ~
zm9IU72!(!2``>f_8}<K+qredV@Wk~nF(C$lC>&@Ss63(|O8m1F|L=i6k+D5z>;dxq
zcT#wB=O!MW|9zC5uuMQm%L@Y5oDk!w+Pa#v1%;k69tmE*{yX35Z>}wvgij=%p!aGU
z5Gc94Ci=5?oE}<96}4#~MS}-)N!H@BJNeJd$?wnMf{ahTQ*`2)i;+W(1JuVk1YH3I
z1{J(Gu5h{;md;~{uYr|1*JFG(ztBANzk;^o)<=DZvn?YUat=KjOAz)AwmXyr4YkAr
zmf=YLEBfzobE<%`uG%?z>wdOJA7fx(i8Zi-;AHSZNmbbC&;68uJ`dcopWO`q(TUIg
z_dli`n%RI}Mt`#c4`Z9}+J;bqCZ`#)fu_t7(Bl7R@W6Vfg9)>nqO<$6-jvXKKTWqM
zgT9LMI@szTu#o0w!$7b6fFHcSgL`{%>DiMqA-jV9`I-yLqV}6&nE;_Va-q8BUZmGw
zV}W-XVdiZREV3&3^Q)8%DTH=x2kWDabEnOW8*l(IS{*^kbh!t6;<x40W5k4yagj(8
z{Z+w>k(z*rrs;-O@@KOTG#;To_Yf_IT~!}+vu)Q>;YyUN|5jmhs)EM2_ygRs<{*wQ
zUR!;B`s$DAFtF-Dj>W^Y-2n)D{cl>{M}TQb{{ATaY#+7sla2u>EF8z3%0e0Nf(am6
z5*43?oF@?ZITf;_1*Fp4lH%V&b|9VxVGvIcNZL4cu9{!?>(O8q0$8SL+|PH9R-73-
zdPvR(U^02_$I5A~_7pYAX8@C1mDU4lFbW}z5%+&H_>FH*gLF2L<;RHSuOk!oXIl(<
z{9`DK@w0BU`gaxs3`0R*KKq;_7{s#0=Bg=kKee;>@3#9)vYjsecj;*`8~7j#@FVKu
z`0an5#0Q?l-Lxlkmg@<~Wmt!>8qb=F-L^p&kq{t!f6E@ECaQ!Ce`{(PD}W8q?O6Ne
zuS30L09mLfs}8kiGb<|(E;<iF2yyJ?)vyYYGSenF6Ha&QPbM>^o}cx|YQ6uADzs(A
za0yVo))No^ydCdjEU>W2X_Tg5hqZ$gBNZsi*QZTz{r3>Yb<lRRpiY%A?3?lK_tP8o
zKjZY66+>d}J-X?C4-1ZIxy?~R4)l5(ln8<DMb$beLb}Jg{3f@7v57Cmzcd@o+?~?-
zvrb@|DWPe8KUICE@)tnCpdk_c9qhHskavgJAE~KUA}oQ}qEIRVqs=@H9AW;UdmH<I
zA0ps>0h>*2){<rN=YxkB%fZ)NSS;#(&4$;wdXwN3P(!MOwN;Lm{_i_ZZ3b{uz#+|g
z;-GT2`5!P~_E?4}B@YJSlC^<kZH8ake=q%%)?E_o?~#{i!Mc2REpvE%wk}+9W<U`S
zlKW5*G=L_y`Q)HE1T1uo24TtXlL9_Od<`eH0fg@aZuc6R&i?fD!MrWN=3!Hn7o1(C
zQkdH~ywTTeLDm<a?pMpjl^@o><ITr60w6kF1W1DuPzx2S;Ew%&?O~=Carc+eK5Lec
z5FnS1Skdofv#jbg@W%;?01sS4w|(`m1p*TkC}pOXA+~UGUHwWBKKwr(E^t0W&Sn3)
zfKTz#3UIXrN57faQCkgn0|l;Xr7H(R?0r`AUpPTmQh58(7-Fq$d*uf{S#>NjzpNP+
zbvHA)yKB{}*+qX_G>h!p6Gr4({HUu5H%A#6ccjneyV_>lFQ4Cj;f&m|GBl+u)t3xj
z&*4m1*mf}~YS8%>O2YJYW8P~<ys<=^4vG{4a<4z?;rkQ>;7d#(i*s4l_;MM~ADeu-
zaX16CGuf=nFrJ($ACfL<VB#2qzPv=x6&juKPS?~&FmYS3?~@A+k_Wl4tuV3ayB0`1
zY>LZJ$eC1bqC)eU+a`Nci>oW4=517{mT}StrY<zx6zy$KQP~OmG<)1@1j|Z5!&j@S
zwS!Z352j8e*XmJC%i>iXjRsb08Qq`JUv)R$Hr!g>PEufeu+2A&$u;46rO(R5>AI7G
zz@oU<t<quBu!DH{Mv$1fUcO!rmq@;c96mrlneU9X{k-b)8FV~MjN(GlK!i5Y^p>@6
z72D;jYlil#e_KNh;DzW)&-~tHmDCs!C!o=Zive_lbctHw*m@amJ5?{RICVFFw!?KE
zUhuh$O&r2IqD#HxdS!uX_H)Hdwp$zXO%GMjo3{G^>5w2eCw&)m<m+zM?^B_uAOErU
zAbFn_l-(q-n%!S}aEy@6yc=JQ_hsa<U+sn?gz;ypHVv$36tnLl6q@7Y_u#PYRTY`L
zJ&b1hoiB<<P#~==lvoj&f0({~2x30JLCVDLx?m8aQh8zqbxc}>b73FLm_XutkQw{E
zhEy)#gvt8i7yrJ8nf+V$0Wzn!&aBhguq5Lh9Dnxe#5>~A2xsa*ccD8rbFRmkkt2J;
zZF&;29u*6rR%?a;K9b6;5q_?(@U<UKLgVZ{G9vH^1vV!A<}m3NTM?~DfAZAY0k~nX
zB2I?SUv|mvk}MYHrw@?E(QlFM>3(VgqFf$umD)BNz^sPD^QNaI{Y**(ao2mJ=x#L$
za@hRu20nd9U&#F~6Ol-THs=nrKZ7R-_au@47C(P#e&N~CrjuL^d=<w%lJuz#*9!-s
zO$!`aklDNWbMdB2m#c{o1#)}EDA4Ie{j?A;+le^zPZt8PWc7LE+Bp$cd|-o0lMSy{
zVH-jUmx&lx?Rkhsrmselp1<}>jkEc16Koe)-vZ1O@SoWav_7IXWv)ySfjoW~D7H;3
zJL>EHxd6Zn{}X-$N1V%@BJR!tinEo|uvSqouUvxI$amnYBRd2m(!Z^zM&`jxfo4@3
zC_oIh$8-rryl&)zXApjSG4~8Io&wA*{&-23b&cN6_^P}oQE%d$9Y%Ndo|k>&+T`a+
z3#s=f1~4sPFmE?t?d_~*<~f9VRY9_6fJ+QE=wYuFPBBo2VaDh{gX&Q)Yz>?A9r7PX
z1s@bi>~ho1?}4cWYQuaaOa$EkSXSRDDr1Pq8vTrZdQP{SJ`978nyJE>kD6r^=sEIw
zZO%WBjr(D5dGd}@#zgV)ApJMvzWfsCdgax_+T4Baq~UiRyOJKuI{MM3fy%ZNg?Q>u
zkoKhwG#Ntz+`r*Vc#vs6LcfKHwb%t@^F71S>G=)4les{IhtZ!+^(M15)9q7L*#Guy
zj1&^OQ!<{|s(|-oV3bPXmGK42^Q;TSx;!{8Ugp%RR2Y2hNo3ek9q-=d@|4Ye))68Y
zF;Mhx_g~7;vwBl{YJ;VONv5e&8XFE?eD~bl_+tGz(E8y5!MohUFxD)k^NxCbR#n(z
z>x~L6-QD2w9kTQRz_&{YiIiRYhSO_A3R#wBIQLr}0Y#8H1>aNW?`2oY$p=Ai)zFXf
zn;>_gK?YpKf-E>Y7sNL&tfKEpq*U0@WtFS3f6z`G^40;8Aq}p5CtWH&o^?b#LvUGN
zb#UtUAq~i7iuuqCih!ItEL0hRW4b?7voCJOAX~*jLrOi6saCL>CVFbRJx$w|xGAjQ
z#USTaVg+RdI4fI+e6ik{6@(Zcd>6C(pUx7Pu@AtG)rbs<D**qP8Z+X7q7hRMXwy>h
z)mxbA)~1XX#Zo73>OHkk8ytHprZFH|K?m5=<Lw$rk=9=1hwC%$WmZwYrw~x;6VK85
zedA~<BlsnD9UmSFKU8fu%iC;W7{Oie0{*5B_SJiRsz7h1`}zzwz9){9rvsQlmpZ>s
zTia@cJ;#TcqCkb0+{fIkbXxz+LpZfh0XmF1@^y(ngWW)MnRb00h_1ej(S{1{X3`N%
zSoeUU8cC`6E&+OhzBG~WF3zKG{`WGOTCSM9Tb`JWI<s+GOaX@;_<r?UEF@7C;`FZ@
zqHsE<)PMq_`uUWxYQXmHTHdP<S!F=X+=E#5yPY>I)r=_GU3JO{JMn0fL6@0D|BQ+F
zzu@5D(k_8wi0z+Yf^kx#Wb}uF5DGI1Qdux7Hv7Cvl}cr0q860INu2<^tT<mw`#kaJ
ztBNuF^Y>FTPT{7I@qK(XU~QlVl+1R<1!NpIJ?=#*NcC#b;<y3aK>m~`I#Kp9DJIR#
zCCxA^P}F-f5AJ?<vl%Cz!C4Ydz`Q4G{~$L0;>?Qwo-lVPTjA)@vwu713$EF`^rI*1
ztrrJ3f$H)F3Ifu395;~SFRF9_civ?t;@})m2@^m1C~}u}MzxUjucV;V6wdu<(S{YO
z^&vKrhhz-V%?mCjw0dqp=<B7l&O-A7&T?ps@Tu||&~awq0Wdcc(w79S`st#6l<i;s
zmc{~~c@gqKYx}CTFavM<KS~6>3H)k-Hkuab+zA@d$H>*~p^*jq#EZBn;RqorCIpa~
zC=ieC{8-ywXfLaEY2^pn;%qIIa;^se1^JiF!*H@#mrATWCVEjm-tcG57s_g9pOXtR
zgv>B+V)z{}ARNkDu_cl~n?ASgLkHdoP{*@F;Qy1312HEwTVA_E6v}4(IJ|lLpoIh;
zB%^I`yb<je1mW$jSepRh=DX4Nbo5zx6=}MG|DGPf2dSi*wT@K){ZIk}pT?L!S7}U3
z3mN@g7=A3tLzYF#MN}t^GX{gxVo&Na>NBJs^7#o*2;%-D%C_$c)DGlA-|okk16|C5
z3jxusrkNRA<*W1cc7N*)Gncakm~Y&Y`H=VFG#3AL3o|0_7<fM>`Vc?0W%Cf-SC9#m
z-YG#`kU?;RN;`#zg{LRi0*Y+^n97RN9K`KPY(^nSr6}>4Mh0_RE)&85)B%;LAg7=W
zQYp$47I>1WgFu1yr#Oe#BK`NOYZ^-uiynUe^Q6<u_m}}lPa2>2Z*h_?QDIVDbZpr8
z*h0e$i7eLwIR>p?j8|*N9~QB^zzHT<6fsZW$2aHr2b4nf0Q0aUjY)hGASG;xzk$X$
zSu&0{Dcm5Z9z@d0vDbjDITfJ2E7ZTef<p6)L^aphPJpg2<5LB@-hcMOX{u=zy003a
zSVTg|t`x(dI=Rw@&8|nl0J5CNas4>Mr-;)H$uC9fSa-Z@o18{am;FyznYo_^5>kKl
zfEXg}rbzn0uRaz6;p#f5n!nnM18@vv%R3O{<YU-;$#h%Vff_Eh0T4($qd_s)Z?d{1
zWq+Gh5J6D{Xp4z0otT+#iIP5G!VIEftn3BS^zkx!pmpi^3|aOsInVv&f_6>CYl$6V
z3f%k_dp5TY^v8Dq{#XBP=?X3X_#RL)QSh8PKu|(@JEt=4K(q&T2=*iaME%qQEkhuU
z-n3sNrM5YwOrPs|K{tl%pke(AYr>)YeQyNH8z~m1UUL5RE>u(K2w8u9bR}~SDDA3Z
z*8y{89jk&|g|ttJfYSCh<Ah=UG$57ZLBJx<gNdoEtcrl*QAi!V9LRd-!&pw1vyX4^
zmT5EwA%8pp?^SsM1bm5s{0L7FXstdn(Kyuw=`pR>_4#mrui)`nRylG<z*)QcaDC=x
z#j^>5fOZuB*Q0|j-6k#6%_9>@(7ATVsTnDO!VO|~L=JJbD;(Wv+;Q~-N(Fu8z%q<X
zShaN9NepiPG&P+Ni8)d%ffI=oV>Gl#y}R1-@X3lOmJSe~+42zuIGA=KAgA*PKn^a*
zi8CsCuV`oAMt}GDVP~qM$p~ppKk6V+3<5eWJnJ5^9M>1in3!K#7;_-5t^RGK0s_E&
zD9mdlQG{ji{2WubA3A+12%`7lI)$oGz2;Ro0en&%NMaq5hK}d6gc1V){cof)+?>cB
znBv@Zqkws48X%Q4Pn8zr!i5``Rc9cDku*!J5rD6;@C1gq9ViXXb$I5Cw=`NgCPQmu
zd)JHUZGQ7=e|o3;ceha%jM@=5&{uey{5_uJqqd@oX3|+S$gN~H$QSh~XM(BuxejUz
zx15U*2=-=(!U<_7KLYwR1va)hE8BD@8+0=@%|{NTX`mf5>JiZ69-9BS4K&uLSOd<-
zUNTRsdrI6V;+sPzgFVx?p0f0#ZZ-Nn=Q4T^=)%0Ri8&BXK`{q%L5&O6yUczLxT}4+
zX+P9AWOr+qvWz;5b)?&tH;boKcQv)t<0Q?&vh+Y|hpuYHcyV+BUTW!dAXx9C+$S7U
zoaPXCK*$*Yg<AIDWZC9i_2c-G0psVTp9UKjPH<R9a;60UWu^8fl4DSih?~g4TE%&k
zdC^Nq7L>QV_wP0OD`!-Rk1Gzk-F`+tgkUaod!34yuwbK(_n<U?>u|OC*lzRPs*FJR
z_jw}k>GPilFP4c$6ax8s`!S$+)efxZ@gpDua#1`%324M=i2#|c_|XXq)8er605fu>
za1i8Kzjh#wYVZ{t<+>Csu==Q(#_aMz3Rd(Gee1-v<sfGJ_>NKX-PLgwuBy8tz!Jxe
z-t{x7Xzr6&G7!hY7WIJuZ+ZMCxcVLUn=%ZR<FgO%LmF>dwMILi&d1o$G9jf{vrvbQ
zgj-c2CvlS5J()pB1xa0lD?xsqi|8kUILXxgDgxc*nzyveo=!qNa)iTLws2t^;&aZT
zRIf+)jZw#fgCAYKUwn5`cn@XmmAE>##uvF`w<tEW<XKI~T!bk7v6IWxBIX8U(O3d5
z@dz#2e;mw^<^-G|_=;lcEyqGKw{#Kb+5bm6LTUP>m^{!^lZOS^Gfs>)6H-QJ(6<I7
zupQE^hdMa0$YOo0KBiE@t`;nDb&rUIXgHWJs;)dUzLxg@v?-VYGFH~?pW34Y^or|t
z%wCbHi7<Hi3vN2<0XqS|b|va<gFP=QS}1~6LX_8_X`pbc^*xWu*Q|ijIRMazYXC~D
z?b||QW`Sw<K2G2|O+IXAFuwp0MSE$Vwmi&BZTzxp2KJKX_j>x=dZ~>InrjFz6dgOB
zM|Q8dn5<s?vc+E&1t~d4OJ+DR&zMjX$`ra~vD_%~$bQrP#LlwhJ<<IWP2*;3s-ZWQ
z{GSBJ3sO-UFXqtI0rwNj%n{>Q>r|hfWIRIlEZ<23KqtIaRr2S#x8>*|J&xd&O_Tqr
zH$vGhDoo5kyP0cGvEj<NkEt=*kPSZ^oK%99+AyKG;CrxH%eV?qKYQ_RHB6c+0I2bt
z@N)uRSYjn$TDn$x(ZLX$c5S^cK&eW1r*(A$pzz%B27-4<5ne%TJz@RH8I%B>8T|GK
zn0D2+y9idKy-iaY4JncN2GH_SN#DQ|2Ub&CPiefxD+TquBf|+8=-s&1eW0sz+jYZd
zyU0}4%|a~87UG_@D5dp<cuWBqk;`g83C(>umiJ~wNk%ES${vmA+dKo!g6N-JX7RRi
z6X}6-;#h8{_IY2g%C?01N02Wj5+{3pAjTsu(;Np|e*r%4hM-)0$eghZF6OI}CwqOm
zDHdkey+=S*N$Z!Q0s`$gQ-XJ@SH@dF{d71)aw~T|%A<iPlj3JkG_wHv?v~#%(ytAY
z+v%7Ey7(?v8?(!%)_hp7SkP;rTL+nKliZ@3eFE{^de)pT)3jwo2erVHYmA(xz*O9z
zp_dUr*g?uSW{%k_9T~|+>2jf;Xt*Pg5y-T<bE(v!Q$u8Y={AX8HN3tq&0d#QzK?o0
zTI<grxgzNL9!u)-_t_w7L__#d_($C4Bky9X4!wmfT8uoz)tM3c2>GlMqh4`^pcocG
zQT6fM-dmA+&Zf9d@YV~IK~6rahRcn$AfWlmFYDLFf0u{vgzOVv_97^^$2SNqGrda*
z-^DXe-fQfWJYYuM!7>w%@9uNqCn#FgSTzP6Jyr+#L*G*Kn8;8%ft=&=er4e5I_C+*
zrvu_iWpR%pM+N%$Q5=ZnlO3m%B!ZpcQOip;rpKGfVck&22?SwjyLbGSdg!g7bYDPK
z(wf>i)tFhk?#*dIkGg`gHq|N-TAYJ~#|5Gvx_w8xZzA@I#(SRf2H4CM+&WqoaMIbM
zX)F<jW3LR8NWZMHxkALWA2T_+X~O4cUon+y<P?Pz_vTq=1Zy*OEhW1~RM2AB^hk1w
z9TD9Ov;dV87WaZKOx?$pUytDAPF~shRgc1|1~MUA#q`rN`b_{19TLv{o{iUO)r?g<
zV8i|&g(E3UV>x=bB2c3YxWqsl86Z!-^c-qV3pq9+m2ceA_&}c)Mqk?JY;6L@uOATK
z`6S0z7}};s64|!wAz+}}OY*Fc5iWGuCc{~QB=Sg};BD$oSexQF5)>PFW)C^!$zMEw
zaF+*?S*px*MUu;R+@(NTDa#Lt7|F@HL4SPpqV_ic@;8w~wJ`QJ>dKvWC5e2uoWj<-
zFi1Y20rbbuC3RVJzMT!EJ2YeO-VReZVGJfwv2xC;dOB4_`r|qFM%ODg-^-d2oOvnt
zI%0A^K=Afn5{X&%gRPH@czDYx4=PJ&+HVWQ6o7^tP`4DXDr?%v-DPpmzmhF4S&xKp
zHWA$>_FPY1AnVml5rx>QP{up0&br2K_edmspR;8#SAU{$y+abYB~MQOwJOh3U(P(w
zWeo_KY5?BRQIx{bZ6A1jnNbKb5^n$Q^Y!IpMd{j5ObwC?VO?HtbV0<SEqC7X;V8K4
zb^#L$i(4egHLlQ({My$&pmR0Fc(o!NxV0twcb7fLxd$thjq}Qr!L*h<b=RhNHd$%9
zrFOgdM!3Ss(<dEpa_(@%Pdg{hS}EV3=n7?hKZ(JNqEux3(L)wQ_k($^+GfpKwps5d
z%c;3XnpmnKTOaB1vg8FOS*<lE%Z!3uUHe{W3=MgW-ME@G=*7+&#?kn8R#L%P^xCHb
z;)_`1&T4~OV!d{0Kh5{N7q)AfwoBx<mbmkl4CKmwGU7$alh1zTKJ48Nd+JQ`A+9nK
z8M_;56Fo%GUTHaeYxszu&vWY>M_y;fPkG<nyaz@dy!rCv)mpuhlXOjq71m$a^HQ>W
z=|H!X3rAP2hQp9qHtBP}XxAGTGCQY&**5cKMUWt?kg?N^3~keX$b)iKtID#iwleW*
zUJ+V!*@U|}RiFIPz-b(Xf;jD4iYIDx#yrDsJYLx3m|T1EgtgW;0#9S!L-M(8nBc+}
z-;lB7rnCdPiw)$O#U<XBu6|<#96QU=zS;X70d&jhl0bKtF_={yCEQ2uM+d2sE>|_r
z(`?t4gGNDEv;NO4@)LE~^Fqg)S${6ri_?iy9)7p{JE8+Qm*AEgxprv}Wm)<!VDXZo
zvk&aYemuQSWI*=9M%w~^YALLL%dNsJgg9AytC%CN=FYKx!>TcgJ+HuE!DGw&_NdGq
zMxU)0bgIEyRMr*mh=P5pnZCxoGYiqAV)zL)SGnnrJP#m1O^+`{bT1?jZtByw(BG!6
z2uSeZ+tN<DAl5}pOhS^TIuOrYb%lhUm7tAkr~9d~6Q_t!Z)Wm}HbqHZvMxrAHCY?=
zb~Np!<(Q>doraA_r#nb_C1&%=g72XOR9@!YPdB1Amjn}bWc}wowv6sH?;#;6Pb;eD
zuFuUywV$9-VB-lfDn_?<`9z_6^3jaNBP!09Du#rDsxx>owH4(OIj0$4Y6R0y7<RdZ
zAxsjDNeo12-wLo2oFp(jMB4)~@5mddA5A+SpQ3fcv5xlc2p@Pay6YfAX)DFTtL+tQ
z^EvU|8~LWGur5Tk=45Mct+5fyx;$JIAAYJ{QM_q}p@)>qmd>Q&)!^8m{ZuC~_$0Mv
z@U)n?XVbb3yLg@w$a^Mtxi-gTFIZFQsEwIj7$C>EhLM1EtJL@?!^T;F$ni7E+4p4C
z7;_*B{b8>Z4_hFn78ROllq~r);UIo%?&L(4u3Y4)@g7aph~2P6b4BDn(XmcW@4#TK
zi$Rv)I3=>MIN@H|-RAHw;^(VY#wIFyT1Zz&8z(sKnfXhreen*V>S#Ond`TjcNF`8#
zcq)(5j@>T!p5OKXfW~S+)ZRk8845vB{)ouRd~L5>cUNugb~ABKwA6I;%)-Hf_m`}o
z-FW2F<{$sW=rK~G#3CPJQa1c#uH!z&!)WUz5#qXvBz*R*PgoG1a<`W%GCpzJS{LV2
z64^{Gjx3d;dI6&h2kC8BAf3D{Y(AKx!g-Zkd#QS9n>d9dqVAgu;~Fgk&bNY$yo<{8
zm1gAWT6#?lk&kSGlp_@8jS^hi6iJi9*CPiiUVf@Z_{y~w)flr+;Nnv@7HTb38!3%x
z$fz#3x4$64Us3n$0$r8b!%PL(3N$<*5nj9>df%(PGvP4vPbq`3<QGDSpOuo!#Fg8;
zq><b_dFyd~9ZtA=a-tB#jPsN}=q@9>1?~;f8zfxPocHVuhen#Y3oBWw9uLS_z9xP1
z=Do&1VTpzEnpRqlQU}FlW_eOOQbt@{<gM(z?SrjJ*1pEwNhIQ6(#ETARWKC>82Ou7
zFl1dS%Db72qTI3(-aP-*tQ8`MJP=iTwfofi{v9IxZN8yfj->Y%e@$-xm>6xd@Dup{
z+LgE>s%SAhx?<MFoMb$_ge>@$X<l6ueNTxiB4htGj1z5eQ~O4R#}_xmtH-cj&IfxR
zg+eZDi}X=n)lFsX>0&h2Rq0*kL~GkG46330y@_9rUr)EU@Y&z`{5>gE4EDWGwB{la
zEsd%$c7T$&hrojy3WN4H>)4a4GE!jM>N+~dnJVd8Bi=*?b#=P}_v|AcmaZ1xm7uPi
z&%2@eg}<@v=b;Zy+nW^iWjNjZ{VvT?zF<D>V88pfHKsID&4)aHdCY)Iy9`~4*pn%J
zi%R2<vsLXYf?ooSuph|iqLTeM@DiueY!O+HuMzs(x=*WL{M4UqH?-Gu7!}<#s&AYG
zo3`?zuIRB!4M~7$e3AAswbHqZdN}UowOskw$mSO|gR_AC%Chtl<pJ`#p+qBt4%f!_
z(Tu^vg!pAW58y(FUzmxoje4U>=)<#ZVl^{sMJAN(pU#;4ZB0wmM=?-JB2AOWs&VK7
z29DG@Ok)3YSoG&Ga4NY1-g7iMOi(-wIfs>|EQK#&peF&M&N=<N2BGa$1Q?kd1s|+o
zTzLYYo@I`2ICC8z<Yo4T;)$VNjJ6r~D~0VoeicKZ!P2iHmdG%3uPHu94JmIsAoAmG
zmQhoTJSHa0NwJ~xm%1f>{;~zs8^-fB`rxaYl_v}lyszi!=cbeKQ3m<OR#U%?Hq&_2
zh*H4Xf}|;DrMS{8$(^)%IYTrP_L4vLaj7vyGPfdfPSDDz@o;N$qw+D^ObA6=;}2i;
zK3h$_Uf4ln5<w&4v1wz|{>Q4<u9FiJajv4>heLbLE4t&W88AK~Yo!-vtrM^MkyULU
zseVn4xV8>GAeXW;S>>!Udn3SV|KK)^z1!GTPx(Qi^EN+UW6xtMflq5dN%&pPTj~p!
zY^B{qO+~Y^nDnV$WjnC_M8+-m+^EaRB$ahg>zwtTd^fL(+;B3K&G@=!$b`_FKsVD#
z^YdmUFEvZxeNaKmBejG+SY@6^eB^Z1_u3Zz0%bh=BnYmyZE(JQT;I^}*g%xq{GAc6
zVVYVLx>8LBAum~!^y_C4o<mm5v>Ni&im;R#a%GzU$$+i>GPUWler?Coy@GF8k3Z&P
zjgwLcKaR4g;9%GAKORYVq~l6-@t<WLx`ct{Ud2DMRjGgjsg-LUD1{q+HTimJ->kPl
z0Y3HqJHg_t#f6!k)WXDm(yF=<Bi?JZTFzhRUAaO49=}u|>g%02A>(o7!kkLbxv{br
z^8lOLp19(|py~3OCWjJk>m8fSEl$cvu7p?J>+ZMt%Oyvt@NwPeEBkpOnKtS`9f2zY
zWzov~z~_Ut8qp%m(u507c)rrV;Dev-ymDcjyhyBR7Eg=Swb4W5YW+xFB}H0(0Bf$<
zxbpcsr73UKk_U%8E$7CEU_ZBO<}-S4-m2;^-R1bvuAflnq49Ln%yB4Pm(@NZpwB_#
zWgRC*W7AC96qMqi(f)3C8`gy?g%vaF;l83PY1);cmVIeV(X*`Z!?9`<Su;ANw{%Et
zF{XFL_XKode2%|{*PiM^(Nki;OJ?6%2@*-X_FW!a#xeNVt8)px69yZvs*Tag2C<}*
z3-zNWPq=QqMy$T-!Emxnsw;NMXSk8;Cc?yDeGjdogEi^p<(o;jZ<LT^+k|#f_l4)K
zLQ867`v3t_FPf|Be%cQz!mviZz8S2k&#xt4IdA(7=K=pPC<Rh;VS=pXRG7im_#>@{
ztO3S`zUsHXo2~@@KDYlJ;bYKrSIim{>ka7RCmpy3Qks$YiQ|`xpTW5dg87?tZZ7LQ
z`|ec5{R~}yC(V8QEnTnan;P2GwYXO@6s&`mUn3eow3?^P>8F4{?}%^#S<4Clu}Hb|
zq;62=6~zu{qM@q(JhxJ%O<!UM<bVxCc(_^h9{*rZZN4MsRInJ4VR!i@<xMNNwwi-W
zfxK2#E6NM*lZ(0o^?F&kKY%uIwB&4qsnpr9a1P28Q_SYiEVfk}1v4@>;Y_A{oV-A3
zM10^2GLjtzMk<U`Mi#QFG0UB=BJ5<X@=;-7>HM4mBR7qayN!*suexnNgB`$buFA)0
z;G$-enmu!;noT^urKPd*&HdwY&_8#;+rfbTC&2i5SQ317HN@YUB3QKjKa724T$I}v
zu5t!tL=;g60YQ+I2I&T+Q;?LD974Jq0Rsu8V+d)a88~z)Al)^TfOJVq>D@2J(f_?4
z?l*tq@XmgBti9H=)_R`z6|oQA-Ls$2QEA&Wy=Gz@>D4^jhlva)Y7kSHcc9M2T`-Zj
z)RyY}_Rcmv?t3vuLYaPvb4Y<49rmPm@>p)BBv)6zo*eq;2Q15E3f}CPkRg#EG5&n~
zh~76Q!DTUiX{st_MC|*uF{kecDF$IdU3Od#(EVoe1laSiDd?<=y|<Cbkao8Qy0eI`
z2f@eMUo+TAj!3sQ%K`uM+prFPPLM4&Gw&}T!F@DSwc)t9uNnWYakQui?=Zfx<t=r&
zi=e+eC3%WF&wKU@t&P0s2l}*DP=2i#iCwDn1isp567?uc<E8Ik8>21Z3|1BUE%LbY
zzK`J!i#-h>j<9Y*ZF>XebUEUi1oKiZ&W&)|`)7NBQ~Strlk*^91lgd3RR$pLP6!KM
zkkgV5dJwd$r5$bZO72nXL4^q!eP{PA6}q$S039bLB;AMfJ3!Hu36Ln3=7>)(aW`_>
z1krRhS<oyE(-n9&I_qEXw7HHi2O2Ux8K_TM0>if}IeO6|xlK;Nb%+b4<;x1L4pH%K
z5hOe|`qyO4Z6BWWR44<Won@v5lF7&{rS=U+xHR267*Esh(D;-DDWx)3zI?shcRL25
zbPGtYW!>3-r*}esftti{THNC7KG1~-if)Q~AEDIHBEEptTAhy0qN0nm?~i#L<y4Db
za5p&3kqzYgT#i6W`(vy{Jm_eVlf@O%nU!yZRWvsbj?JeeN_Ug$5Zc8FYkjN*VhHwt
ztoKQ*PJe=9zs-|3%yr%YZ4M1KS}V<^jeU(7VjWuMA?*Tb3Frr(f9%W2DGk?2;cwp-
z$LJe^x#V6EbJEYhu@P<T&$WMaS^BP=A>DM5zsP!V;X_^1x!Ko|k;9aEs=PIneRL6s
z>_fGW6@}U~=DP_TV-ERgu%bR<f}p_3^TLmSzrjus({%FXnJ^mY4&BdVgs-59#Nu+l
zO}Y{>OKl&lEU?HNNs|!mka2#d`ZPRhW|wns`<`Jw+nX@}m>OnH`Gd+g2CoA2rkEk6
z!Xfh!&p|@SWq)shiI(pE6<plXi8>Op<<aAfXWt}xXd)gxsh}=XU$B))mBLs;F#pOs
z=3yag=hJ-+3EB1Y+X4xY`T0=X;0X`gs40pQlQ#e2`4rgjp=X4qv6ahf8;LF=*DSP$
z8q@B?F!#ec%{Xs@K-q9v&z;V@np2yB<yj}?&G5yej5=Q+rGDkRNq;jQ{M{~h=)517
z@WJ?#YIIb$Z=g>5-Sqo^`YaD&zJ;G&0z+u-FQSnk<>x~I$52SK21Wa0Pg5}}QB8NG
zQJDo$8&G6RNO2Uzi;hG<T#C{f8nS+_%~UuGZ}jKs;bLh<pd?LNBP-;(e*lIm;UvQU
z)>9+U8mQ1XBTIm|ypk3WFd8Gw7`V{K$!tKu38%Sb$SeAk9FFmn?x}uZjLnoyWu`!5
z(7+A%%g`|4xk{_9s3E1$cyMo1%kg|?G8Lm3wLuXNoWJR+U;!^a$Co!Cy+{LZEaMY_
z8jv;AHIn5Tv5*8XO=;HbXxOwK0phyhBzaHJwxktakWLYk<ApmmS32UT4W@<5WXC~&
zags|7*#9&JwgPZdVNT%h<{l2zd4G3Mo_E1#rt&=6llLoR4@t*d_ow2WHxR8+c=Yr|
zFBPLg%hm?Sjeh+GOK~B9rAo8TM(?bS-nAS2dS3q34MHHhIVI!@Br9fJmbHXpL}mSa
zIFV-BPkm@Z;<qfGAm#kXvlK9(I(}uX08_w*t3}cZkRq}q+{RBDnPe9ltEq7O4c$3H
zIlud9R{PCi=Y9MrV+9X7Y6WT27&<GE2@mPE&<zy-!t?Kk`v-nR1w7W(A~jc=x@;q_
zbiI`IL#Q$G#{|jwDbXP&PCd4rZ=auu#xvL2KhFNP@(3S>^;#YO91U@I^Nr8ZL@*&~
zo@Y$L6%BTNVHEJj=OgDzDHHBQyPK92_8sLf>{KONN5!0{a3X*`VJLlnl_PXFq1Mqr
z<zB)&hy<oujd$67#09@ymCQ5VkDQ77JEWLKh4U?(@nTI^U?aIh+peCcZGr1mbj};{
zYK2;WJ~nSeuVaS?y?)S>8+4+kh5v>|v|gn!PQR8XipXC?x~EXCk>(kd*>f5L`+KNk
zg9c$ZMyH~>p&H4qU+=?1b2zy~+L6?c7p#YB+-BYyBlFL7ti28bfE`jizk-{YHYNsd
zr@{`kQ=E&6cv;=|R;lWOXU0bOQ>NsC<7-t#AF;zTp3m;f)p^=!dOvG43E)ZcWM1T!
zMA~WAm4ah+Ii6>xdb2F;eX=9r*nl>35&k#L7b5sMw1-v~<NtZ1uS(v#5$V<6NaVOl
zk~TGGXM5-_Wlw2IP8Utnd+E<ZC6demlPFaYoEC=h;D{tQ<17wF1G0|G0{EO_X)nm-
z&!eoV^O%v=0pd)!Sg*_ZYns0pE$5?`9ri-e7r8KIsb&(=aluV|NDHZLIgEXu+ec^i
zB3k)7$Z?KLGGrWt$`{>4ZeF(o65s|L&UdUB2j3mM(aS_1Hez{nUDQpnyO1vJet+Ss
zf572K1&rN6J{uxY&nhfXzewTaA(7~(p{&+w2U22pS7B?ZR}M_!;qs15ocRa4f#MF~
zFIaXT#QpPlawxyZmMKbHwiCJ8$}YSzdjo+<H3^wyKo!w3@g`AzlQX<1kW|~^_Whv*
z1&I5OO-UYe0#5xbJR181^Sa3gu?(FvX>1Wg60LPz%7I%(1|v$Eq9RrX|J>tXpvU9f
zy_cJYms@fSrLNs>MGwW-7Kxf&ud@nZm$@oa_qxyT=3NuHfp2dr9(v;9@*=-Tzn7iO
zD*N31OsxA_cvSk@Zsfa-BaqP{7^Ayeu-jR2n7F@l%+_6(Ul6?8X*@T~Ejq=HJjk&+
zNQmF!Pdi9v4-#xCp{_kTq-obK<>)Z>Qk^o5wZ$XJc)M58VR*P<XJ7s`X23kFXlV2q
zAEAowM&6B;lm3e5#b&JF%Fl9){r;~!FYETkEA;A)XM^Z}Q6KOgIq&InU{%EtS@2!(
z4TPIDDBw!7Ke)l+CpUkBwn@XLXCk&}&@*k=SsCv3Q;Wi0OQXRxCw_9)nF0ijB0w0u
zyk23R6c^q%R&1rY90k{lbr^W;Sxc@*!)WZKBvv-hqbC(zpPy197q4=@TaEVYi6C`K
zs+@b<u^DE`nl<)8q-!7g6F=(N*EX2Zkn((DDZI6YD-}5#0PE)aM*+(z_Fm*L4F|V%
zr5$oE{B22?apI%KaTzn~gRoTUU%@Nn1ZTNmrK;zBW$uB7C5~fea8HcK6?Jesb7G2b
z-xz~NR^0W?2W7#y8E!M4OpE7ATsA!@nO=TeSuINxeUyFEnXyG;`|@cle2wbULbY^!
zHUYL1Uy!nbX$dJ%5__PcV9H^B^(A7r6lW6nLIdN)F12MiQYuPf{P4Ln@k~6W1_3no
z-FF#xi5;048Y?3g{L!}^Gm^V>BBPD}akXOa*R&^alBv>(Z}lTucG=5>**8!*h+1GX
z3@drvArM-&Hura&<K{x+{0_>&d*#WW!K)ggkvqW862sE!h}=U}BSa_KInojk$wta@
zCLTtU5BS?AEMCi)4B4E{hY}f#N(#sHq886p#yIi_-p@doe6Ue7dak$rRbCHGxQ%W+
zq+ZbrOGH$aX5WvaCz#<JW?W5^4ws|h-i@a{+W=J34W>KVUS4}*a$lwlLGuN$LEP_@
zLwYP*)4-eGYi1$37K1W~AC*_Wywla`*JhdSzq-ZVPk(p%<;p}<xX9fE-uP{TzSb4%
zb`SgP>-`5<c#!sQ>Oq&y<P+a2s=qg&s@$3I7*&CC2RtllTJlc*HLsyqk}WN>UcaDf
zxrmBKAiMY$k;t+6*^wr`+TY`XW0z8q>7om%|LNO?p?oX=5j`ot6UTv!V_#XnrW4b_
zqqpojLEROL`xnpqW)Os_#mp<SEhKW4=G%R&({I4)cMU-byYE@rZ;;dusKMvZqq4dr
zb!9+dHeuMcq4X1#50qtF1A-&@0qcE|e_6**-Z1=;lTd6nu**2%9-!PT1J#cdHto7;
zU(j^ZS<48LbIg?tCF^CV1tC>4N7G!X8Ku0?&C{KA8m);e!KHwy(JZbG+haGlV;@Pj
zoXhLn=P-DVX`es=xg8~TaJ)@>QlSOk-7jW*a106?xRID?2&Fmwd&s}{jl1nrpPvyJ
z-zAp(3U1~r#$QlcAHJux+Iu@pY|fUpUy_}Au*Q9V5n`VRk0$TF*EGkVDf{6_7U%a<
zWJE<w*Q8ghfTl1Ps664D9<Q)Bj1!ws*L6O0XQ*jy<JNVhW4Hir?nF~sMiG6We#T|i
zlWcb3A(q@9uLFjoqyi>oaKNTt6Xzk%S@<edxhxCf&iZg|VZ>x>9&>y38<;bYF*N9s
z9f{sBeyK9wsnzGN6+oGJ@aqIWJbU&8kJ^d{KC^WKif@dOfKzEB9=$N$x+Us%@1a{s
zL<@D+y&DT3US2M!Jv2W89F6)wF!ii=C?fPV?WryLY1NdnVG;#e*-V)e_&y?QS2Tb$
zgeByB)TT_b=vMQrf7@%Kg>MPui{}8zFus2^B8M<4u@DbAM+?<7s#@;u^)0OkySn)}
z3$B5i>%X_EFM=`|!0y0-PVfeqqP(zZpRN<Y6r!E!g-VK^ET^){hZySrEo$ZFyQ2+Q
z4ORr&#aFICd@y->bzV3tT9?_V@BLwUlXKzZg$ygxDYjsoY%nU3F~HK3YQ5^p<R<-m
z0at6Ohp-M5C%=A#)1SW$@};>7MHpA+X`SJG9s86SWI+?N4#Q44$M>H3cTeBo{@58J
zo%lWHC{fez>X@!&%*uo-DWtd)_AzM|r(L2vVM?*@?jw1Xc2EYCqlQQQ(}JZ4`tBH&
zJRtQqwx{p~NlGhquC)}3UrX|1uOgvQGFh7gFT3rPPuHW~So$r^1b;_B1=6u*zTZ@G
zEY68);RfjH`0eqx;z7$X(aJh}&lGVj2|l%6%k<#Ox0u*>_sZjNg&#jWcj>2T^X(%D
zYn6hJ?;J4~)Zqzqgsy1mVpTYlKW=&%Nz5dw<@P>w2JGJak~<$cj|Cr+Y2wtY3W1FU
z(Py@8;0XQ%Eq@+|m$!SEk4?9|&tJQy3cGx|WFm$z?Vjkmr$RM03%IVeg_%8s-?!v7
zvxU~Oh8uOYd}t{WaksB^@3S-HpdGSYo?Rj(UcuV`xsR?ZegYa3oU!kn3Q8KUDL#AI
zzQR2+>xEKiA1)`n3GecFD)06_c&7FaEh&BCP`%_AwM~`W#Y>BFCMfK$AW<_06zv~4
z@Cy8Q)S$EbknwC+;k%KP)M>Eb;#b0G5;kI3GN#!lmKym30zBLv*n%EgM+A|hV%(YC
zwcapIMfmz>YS>P>9z&<67lzm(_sYiHGn}(QM99P+F+MH%GzOH`Uh}RK7_im^Grdnx
z?W&!EJJ&bemo8iLHB#&(WQm*Edpk%@YHxXv;a|~a?&hz7L;=icDnvXu*Y1g69PL25
z(~2#0`{IB02|Cc&utJnF_ERZBU}~0W$@@`T(E05}Id1D5#KD#VI*zdwbm~A~+#bjh
z=Av<O?mApR61x0DUD)4fOfdy&2V)X1ZO>LZO=YWOYHK4aqa?33Ag_vn13<@g*7G~{
z@tffdQ4FC>cv$DQivXC%4P0b&rhE3((?hQC#oRK$LG!ljT*Qvawa}`eiu|#Et&^A&
zd0;X!`rs-rgDfkaE_Gf^+uv5Pm;zWu%Rs+CXlIz|V6mqx;YLhUIa|MOLw}`DNknM&
zr?hyoaedcX>N|`FnxfkEyB=gY<8$rN+@K*8TgN3D@!2)bKY>hrahUlGlf&A6nq!tr
ziV`y6*2v<Qu(RN)##or=o1kkc23<Hu{proV3*U|aK?az2J%*0Z%z|B=J%I}(S2MC#
zFb`9#3u?PD)eq>#%~FHymIAn3q{uTJ2s>Q0jW<c3%)uo#sj0t!3NwrX|JuVozU+&C
z-u(D<ELb?JZ59G%c#y$=c{>?f<zUE$K`qxz$^JcINPo~rvVC#0?ro5coJYi+=(;sv
zX62Wj`3LO6chmr75#6GNLe|!9^|Ph&%(-WYl1p2RCfvsNTXBI#71hQ5=Ck_*ukPft
zlJ0X{#+^`!gK0Mf?!sq^aXR~I`nVgpslU<$?vz^Fgeh49v7myI>4uG^cs;#w@2dg>
z&Nu*8Hlif=oq!VjOm{2(UWObhunhFiA{C&snB{@h*I^S}ue>7>w5@d<^(CJ-g(Y`^
zrQ@A8N-!oV(K~NJM<ltBR{@LP*5Rx!Up{)rF{QlY{T;zIkSp*?aY*MJcE5EEu`+m0
zkbz0%z@a*O_*-tXcz5M?`7_P+qmm1p-}?+aZM&mu3piqFA1>C8SO^Y>4aYvln-~_H
zLw+=EO<kZy?<;MhSt4}lI+He?WroSrV`>#z92M6rL;9=jDJs!+*IBN)#Z3*nnk8oR
z%<fv@+xW&WSkWcTvjCe#Cya&BNZWpP{^AWKui#YizfEK-4lt2K=JbB27qcA=xo8lJ
zN3;q*bx-&g5d*$;<Uz`UH14fF+c`x&?rXz>u7v(li;Kvmoxr{wOA0+Hvv7n&WdDtx
zs3^*whi9K?X^e;I^Pm(lIyo)<7vQ;$-Tfsv1v+0cSV@OVmR1}Dn5wOK{UTt%qEPyJ
z139LmM>wlFwhl{I|2)FQS4H%rQP+8Ynlx(KPgq#7S?`<xfJ`x+*hlrrqQkUxf!OSV
zs;+&$r@+I&glD@=xD$%Fjsnan%b+sXa0;|QS^{pdm&Pl%>NZj`moPOJXAt&zra_ze
z4U65CN(#ed`vMhR_@~Cm_vYEy_n<c{6ENPnRdC$?dy3Ysi0G@k8!CkU9FDQHh#1ZA
zOZxV6QH2j6C~_54+@m2jTk71%oYT#e%!DJQzaPNjk;0Udq41yQ1G)FFaBRZFiSW+J
z|A%$nw)y0H9s}X!-4Fe7PG{mF_u1GFA8wjBhO*WCiI$5Xz_}_`y8Xl1hb#phg)dO1
ztdC;WF^7uq;TGxir$0!?=?fB>Bh{|kmY}ee$#HPt?`%p05y++(bCGkL|9x;BHYNql
zAAw%?vo}tsK&c7#4KU1Vfg6VPg=UkX-0+`AB`gx4v$<(N%Kg_1%1DWrumPOrlI)u_
z|5D}ar*9JRrXC1{=X!ttHU!M6vYM>U-_uJ(0H!zasaW{$XZygMK${^q%F6%r&3%`t
z$nmN~pPo}SU0D3_%%68Bc@GtsjX3|Hj^B?2001cG=U)MfIRU8q(zC;~eym6u48fvn
z3Hc&`NaYE2UiAN1-!16a3$z5N{q~y9hDVVujIdpS{{A7YFG$362%YSxaIEIoyDa@R
zjySn9zB=KrH=#51V>0OQz=faazRnA(+J<FRC`wO9EYgazc+7`XcHWq*F>+MC^84$M
zOQ2K>{LsjakskJ6(`lXn5w<)59U@#>PMkuQ7lpvLP%x;EVdPW8(|0BII~RVh9rOcc
z>|jadC7S>Fb2|7O7WDx!CJR<o-=_=&^lWO%FVGdhu^M=hNV%9V`>&V{pUxVx-0mJ`
zq`!v8sqhID9<n117`4j_o27d^p@$6K6ImE$(y1KS1NGg@OV<Sd+s@Fh$BBa}DfzO=
z`s*Rkjn)SxI8YNHYn1osO8Tio38q8<aAHB^Wup*__5as!L`+AP7^^_{)Bq2>@-lR&
z+`xI`25`ah68`@VL>?N*73Kfd1`Gt$L?+88@bpHp=uK8$f53M-NHm|XaeGv(+~dcW
zN(LXOoc%p=@H+G_!Crq!%uI~?bF+&ufex^BP)%M4s+!9YRf<WFb$EE)7bshg0N46e
zeSVHaWY_7k|NQCX1F*oHNfgw-KlD|j?kO=<1YXP<YtU#;#GRX9IYp2-pw8f*p?B&m
zD}WaONuPGQX#XwgZD6wBJvVs!`qxJTd}ooP5Y1X?i0?OORsoy<bkB-C_eL{kjzrJ@
z+LWh`r*9NB*yzTt%EZ6l4+uRIjDSA7mPAl{u68F$?9|XD@4~Brv(06N;UM9%)L2oM
z!29)sr!N59KyYv$ycak8X&3RcRI&a!cd>ANqRJ3aqDFh>B=8I@$FCj~P#Ti*Iea><
z%()@YclNin0Di&$b1Z9^(h|s`L1N>7j^^Xdd9drPKy|p~Nm~~1W=`Md$K$f-z^0`)
zFE?ZS^;V^Fz!oKW9U|R<%9{nzKc1j8fL!S{3^aP&1=*q_)@PcpQzcV>jU9Sc&mmZ#
zQXxb0{~pXFroY&eGE`x2S_NQhtu%oPKQ4^EQ%a9jl=GyhzB=FM0dS%Hx2i9p@b+zB
zP&4E)LeElahw(YBnn4xc3nPPDRLL7)nVSe=cx>NVfjYl3V3E`;Z<+D@8vE%V^|(Q!
zA$uePX7T3=GMyg8;`6sWdVnz-pD|V;Km9K>*;$lmPKgwV#(sYn`sW2`g`QtP{{A>w
z4!#QNN6S18>>#4iHgo_7?&%P>;MJglb@QUKRb~Bu2JrNq=<b69L_weS`(s~r>O%14
zF_5ce4bse*y;lMa@7ithwMxKJ+3tY2^D9#Nbyg_A;#_z@f%kjKBG`NZDBA;ahs;Mi
z{fh17ksLq%GXdCsV5|y2bB}rA{l8-n5kRU2b8@t?`ELugC4uh)s=-A0SoZW|5?Nem
zIR|)rK?e)wb89%BeGI42707J<G|OO4h#@cgipcnXvpOfC4|@37U6GcbPQRC24Tn^;
zi+n*=LC=*tV(9mqpT3Wk449AjnM}LiE3R}CoIiQM5L5ol^@l;0k@y5yH%bNfM&5%G
zY}A`U>Hl%N=Ae~vHIxYYz5jfq_4fgB#28@TqYMVUb7MfD>1w|qp4^YkP<DEK^%e3T
ze|bMvMgdA8e*Zjpw+KOBCutkwDH-BFrcCKsJy7y6fglh_405lFe`5rMhNvoGiy_99
z!FTHGaX)+wG@dUAkQzcj=V^b&1<#WI-A2n4tZsvDPr@$#_nS&4FtuC_gHWMEGl8o0
z`FQIxXv)Ew>dPorb)on(Szi1w?<7~sK{MQ%tll9(V<p#&V(IU_2-zv<`ld&s%@}^I
z5T~quTg06*ppG;O;_=*j&n|(zy7lq4o<`<<m=h<z{319cN)oW0nnVud8y!HDWIRA0
zhxOmUpvhnWu`0vx>y-Z-4RUe)o@CKIpfA#^rsFu6P{{09rEtwxhxDd4bZpJ8Vu6O1
z_)?4EE=UHPD?3T%_qsp_%D3%yJ&{u+r!E@ta|`<t(|iFS&luO3r6K46DO<W&C6*7e
zR}8Tq86!eDPS*z9GrzWS?<?Dtq5DgJzPpdeb^IH_fjZY;-PZYaYLmHe9M&*{Pb!ya
zfCn{s37|#GyOXo$PG=_~upR=JfR9&43QAvpdp1993<$Dl!Oos}7Ix{EB~p@wox4nC
zDGaLkts+$~d?y+P4wzP>s2=ok5!Al6v&~K0_b>A;CKp@Y3O<bheotgusK|6=;+6$1
z(;uIIW$^`F<6{s7wo9Up&^4IT!ToaRASt<Ffg+MTQriz#nz<`>R<p1CKI&jFk<f`r
z54pMa>&zvaz@@65fY!jWW?~DCDyOw&8ztf&MgtR4k4E-e0=kmDPHV4{HDb}uzh|up
zIytuYB%c0WAs@~C^@%m0J*%-K0PVe}KO9<2Sbfs>V^av3vI2{5HF6>6*YE$BGWuX}
zr^}GAVSe4|XJFrC^}(f60#3;U1_bSf#Q;g0pSl0TETCb)T_EFDxd}4%>3K1jKa2_#
z;{IQ=-wp$BVR&-5+m14QR-YebdU^+8;_AVzfdpmzwWRhPY*rK3mZ6*JKLbVo3JmK4
z32WSc!|H>9keIUyG-5(0f~`U}nt5sL!|4Ph`@^7e{?X{VV`Io&`0f7x-c!VoyAb#w
z?eedA9N_TPt#KQL><f`ippLvEHXrbz&=kIa&|?rZ@arD!{aZH?n3rt+r->0sR)(Wx
z{oV~U_dogdc}}R$Hx8)FOm5-K9k~`kCQ>hugDnF<SWI1ZO4|W2?X%lW{z;yDnjW<=
zN+$#M0gYnFrD|fwxz@{r=POjz4(bFo1Gdl>!_4#9ECZc~>)G0_6VdxFo(5iIsM5@8
zc|1@(KloLSErsLqt~Of=ns9E{(rdiGFU3B{=Kw5p7B3dm;wVt}WN&rUu?vyMi|=sb
z&&`KV7g)cj8sz%Y^w%6`F=G*|N_{DHSnA{R8Z9=aDR3v-XGP6-yTysYG1s`RDNfl>
zC*Y!9QZxF7!8qiv^hx;)#ITwH>McEKvxl#~v<9d)U8s4OsjbEH*_JJV&oKvLb;91J
zOKRrR3(M>{Kzgn1A6KA1DIpJr1NtIbYMRwIGyK~a3@rH~3RUgdgayBA9cYKehq!C;
z$?fxES<VQ@-D4i<_jsV4as&VbmzEIH&YHx{^2We?e#d1aWI;8Q&P2m@-1l09zx68c
z&Rz3&Ocz(Q`n9Iek<TK=G8<9tRO-8Ox;|Ne9q6s+POoGyfR0C^7&Vo97!*_7Wx5GJ
z%<0K~c|9nd`VkvWa8XJr3_(MexEBDsTB%1jQ5xycJ-Zul;HoXMfR&efLU9Y0;DZaJ
z9tmejo6w|V61LXDM{(wRxLp=xq`DDp!xj{-ueOmssS+!t8iQE8lfQ%3GYsZj*3R6x
zv%Y^F5`x~;+F%2x8}vEPHV2njdu_*aft16_WDUQ@uQmC(TR9@@%|HYrF5&fKi;4UL
zxF*7t*4|$h?l=g{cT~jUyxecA7|x}9uZwVQn{cE*X!RgySF@m$e4~*!pi+W-sK?Ca
zGStYA)#Txu2y-W>caLFtWxZHQK~Yz0OrXH^nTjg<3=7i-djnlQZGf-84O2Am5)hW3
zBDx8qe_ancWW`s8^5Q3e*@ztR!2EINfg_3*JS+FO?Bqrd*6H}@&SPn<>Y~ja>_CWe
zlknG1PjBoixn7GFQ82*B)@NYviYbUOGnp^2C>*_Y3MCV~!0bk-h2z|iurB>2@Jt@Q
zZ6CRkC(KA;aO%7Aj>1%lN1o1<RM;&9#_|hvTd&$gsk{C2bcVh}XgievYngvET{fC;
zvL7V;t-^;-9Ll@+Rz6tNvEXUngvp3Q;Nl)od%}PUUcDUp?Em8W)7>Ek?T+c>K5A&_
zrBWh6bp#nq8in<ffL`PVec~R$hYIz|mfZxj+7_y#O`2{Vw|)uxag*oSQNk#l8<|Re
z<vXQ_(UXLtW49kRUl!cLQT5%}t^lG-=e|eRS>S0Hkbgb;OF>w_$vODug#*W7o#Ewe
zohql`sdX{qH|Km0ac+Vg37WAlLhS0x?P5P7FKB$HJHWRYC)r>abSwOD9+u!A{l|c_
zZUJ08-HU?Eq6vNDE0`L8>jR7xL74Q&JZ?#?O;syR{0O**ulDOOyuUZMUk<Z1D~R+u
zhVG!OCs>DEM}dL!dk+^5rCl<o&JfPu*})?^m<F)OvgPM6R@N!$c11t_6DK-t(8l;y
zu_dw$__mT8w&=qx>7nLbz`c(IX{gkbZ~Jux!I%1Fe{9U37CU(m8n3z8ogXGA!3Rw{
z2~dYc<J(N6!=*60C00E{F_TYdr8r&2-SSL^ohH>#*{^~1osz!zr?0#Pm-<ATl4xOg
zL=$$*TJzw(?OZqa${mU{e-{$VLeZV2@-D9MVZl&YTzvHdm_*1;By`V0u^K)`?VC&A
zKYtDfnDAblRZN(W>S+*Ygw^L4p3!)Gu&urY-Yu$CmNk=A?+mT|>slL4GXs^Ng#4o9
za*jz>TFusyfU?uSVaDoPjOtM!QP9R6=T1uFPNrinn7ViJBm)KWfIxJR&nO2fsp3f?
z)_@^^4Np`lPW#}4qf=^E@(GmIf~4aPI9^5lUeQyBB2o%C0MsGGR?r3969-GPA{QM8
zjMoP2+Z>>6Mmwu~y;YWyVl8cAJ}CG?>8BXo=R4&v2ea#GtyfMjM_(;+aw~hn$%E#o
zo%yJpb2nlS<oK-~zy6Z%zQ4}PvfWjwRt~}HQ`+dZ{sApvucqtjBeAB5NZ|T-&q$;W
z6}%??%hdSN(*S4b<@xA*$hp^e;nU%ajIQh8LfT4y+a1;m)wP8$qV>OmdZoF<!P_Y;
zIEP{>EX4Fi``(wX|1hsUB0=~zOioi&vnkeTo1Gkd1>LBw$^H$rzjNQAT^+zPVvm7e
z9HP`}P%4szrvQ>nMF#H!M<dmBN3p1tVSirv<Vv$3)*Ji^OFjaD;dO$Z3Vy(`^%9b&
z2gHO0qX3$;Pw}^Fk78=y)taX%P0kDu&>QI&OR9ESZFgQBVT(@s;mLz(pSveQL!?8g
zo8sX{88U+mc8N_Jvi`Opw9gALG1H6JrvNiVu6ltk&0SQvCCuT;1Slai0}W+$lr5Hu
zuYW{?zo$y11{zmTAPICl+hTnD?V#prZ7Mg=YHc-?tC^uB#-|t4A8XAnpN-Ays+X{>
zvv+~td0o4?Chd3B$r0_-VPXD01idm>`kJ;TR?>8%qF;gxz78d=7r_FOmVN}`9)rK@
zr91w`_X|N{28u0L6}=BtmM=Z{bBBZX69?F^ItL$_KiEo2SXh`l-vM357$moG62ww_
z1KY8-oMu~{pcyIJS>x1NwUAp*aFIau=YFJ*sRwY)4en#J{!oscQuxOjj-7G2GC6(k
zZ`(<semS+CM{&oHPd`!V`0mpr;qVS<;T;>U`{vj`Wy~J*;!h+N+R9i^h<@h&OUQWj
zSYq+Ln+H3l6gVW!8H!0y?wWKIf+(9glPS~wGg@jM*I4W3n`r%f;KOz1Ct>|J%R*;k
zd!xQ6nA}Pq6$ZU0bZN?TqDcubC*V7lK$UHWq)sCg7q)YDH?E@2SA%5dD1b06fGEX1
zA@=;=elQpVxT3Dfg0oii*#&Z^MT%emvFxWy03K`0Dp=@3h_1-IJ5Qsi(V^^>)4L<F
zu$j~3Skd6-e_3%eTdcm?@atz>t@!#(C^cbUfo!4`@P0zQ+b`Z=t#<-?CS$;~%bRc-
z=U4Sj08UC1NC(R>X_xz_7r)42Yx#={;J??z1+M$B82O!Z(9mjNXns#9EAP5x<PN+P
zdA~{!O@0L7GU*sH6D1d<37VTzk&=~Nud)N1a@`DU{`qxD<WMJfO7_*pb6Lef5(|64
z0c|e-wyp^h*R!$KPtRX2qqrCNq0ZX~Q}reRy>hs}ajP>7RDpL!4me;g{0?!Tfkg-d
zNMTM`0u9V@)_p9DffvY+j{(H$YJdX<WW`6c(uhG>?>I8VCZ9kuitF@Vf)@K4Rxu+v
zlYo^*-?<D)GFPg^$bW~lEJgw3i+mr5R|0^uZZ7bX8P~>WT)zW7Pz-nNW^k7Lb0?kn
zi)SN$0Yi}2pBx9W)bHkd)2+d*AmNM0yiA`Vg^E3Z2DIFr-<x!|CgF3)S}STH8v+q(
zA6FKhMZe$p*UedV^9G=Cf#{wNN9JZQIv^#F0Bm6jA%D-v-00Sa^s>LOONG7Ymu0CL
z0L`O@zz>f_9(N1wYg<_1VIkSgCMN(}%U)!GN0Zl9coLc(@785_8VG0ic&6gt5*;>^
zSbr$XsR5D_@h4wfgr5xVW#F=KGN8l{AgaCz|19x$8=}CgnGxFsU%k0uF^*u;LMu-K
z11fAjy$*OSdM%%zE>c&TwX-oiARJ30_Kt2_8=GG<U*@lM*?b&cAyP92C@l(r8<IR&
zE@R;dNSd8MvO+vKU+vv<zefS};F_M<IDiWH7GBn}6?51uraZ&EmLx;gxb2!py2Yz3
zZq2oy)@Rl|0ym?T{mU86|1lT=IIncmmFRz%qp)BfIRPElxk%gB(k4u$?#ESACr`$C
zzxBzojLt>tkzv!7QsrLdjXfB6;=1d-I#RR;Y`DbP3=TX<t4*uU>tq$YyO+QM4K9+2
zto_3fqz)SoM3<r@WfCQE2aY!CyjPPDQ;wIW!PF8GMm(xw)1vYQTpm`ShmJ-qZ;k5J
zF<=legba=q2wCL0W)JtqtjC}ry}XCHGf25oxukC<ACXLr?ypJ~U+(r?x6f!o*8C&r
zzSjX~RODMqi^=zZlmTb?DGerOLxsr}qUIxN*{r59b{&|vb?G@J+I3b<wX>kaMD#dc
z5y0FCX6=!j8z3*wEmc=q-bR@md_nIBGrS5~?w&3&3ZQ&5t<$-ZcGf4x(4v63>Io~n
zwXI3VzLT>k@6f8{Z}<xzpv49$XMQAo<f-ssj;)Z`oedeNH;#J4X4p(+aJKeE`a|zM
zfZ@sXrBX50&+&mPVVsI_plPS@o?vt$H37`CHO?YGmfE6qJF9>;!A1<__H<rkYx>!(
zA!&=epk!l$SV&XMB9C5;-Wde%(miq7cLZg{dTL*+2?B#(Vr1PbVAVh$^FH{b2B3&`
zp70F&aGNM&x$l5;fS~_r)RXE<jTPEL;(p2e8Rrf3P&>-H=((84;v}mF>J?sNFFjl8
z0M*Th0}O`oDR0x8fqu+M@^K~X8>m;J1w~tG#lXv<j(<{#B;Z=1nzpR2jFs_7uRGfL
z7wQ|(nu*K)8{^EPz)I~Yw7AYj7XZ%opxh_$DrMj{kq8gP5amytfGZ&bf_ewX*WMmx
zY$LZ&PJ``oSqU9^oK2<HQ?++SWuw$Fl5yuDp*9rXU^lsbZupQEVV;#!iBgrirt$S~
zmgWO{GK7jmQ8ya<o!EvSdIO|y2&yQ8sVc+{BJ%Hse})KT&HOlYBfj3c#c)|x+f!9t
zJ%5TT*pY2kC&xKgyFzu>h)Hz8p?PDmH#OCDsSw`e1=5#L0{>cf1B2);_B)9GfYGwP
z2qFjk<Vo;9cMBTktNQ3Iej9Y%DKWqRrB~f(ujDP#PBIy(md6IRlq^?c?Q|*~G_!r`
zfY>w5cL0Jm*;jS(%wBv1#<ub~oVPjowGou26u?z9^>$ntVv05efZyg#YSbNC-%*g3
zvV_=>)@wVgThWnIkkMY731aD*=<Yk$?E!4_Lf1;arVKlrmJoeb&ae90$<bJ-*G_6o
zM#-9AV5B4Ph2lDncMH6&Am|MR2#q1wGX?=O9#R&Iha}n(tr545H-ya#FihLY><n%n
zDWJygopgt&$Qj^Zl|W4aamw124#?d72o;4Qkj-eR7XI3B`E9E*N;LEC4QiK&3YOTM
z2wn-n6@^CgL6(%)hr1w8XTtR?yYeZGIY+=~%DwYf?JJH;HkJ*)gN7rChVt@dB9yHI
zD7ceEX!S%^41VAL{!Py)Dj<FT4r$x?XJ9dJweM`th49Qg*G8bcok356gcG}Qwmq?N
zlr<n<DY9zvxLo}`Sa4<I6^sJK=h#-7t#p4O5a{H{XWXsz%Xqm~z1`&mh%7!hi<(?8
zu2nTz;F$Vw1n7wilbarkj`jLU$mV~{HH>m6zyA_7Yw&NvQqAB|%D%XX$RKmguxKiE
z+?Bymv#rO;&JrfiCpfvfOFtFtODasErjF;iUq8!SA)(xUX}8<i;8IdAyz8kraBDEt
zc?oo?loWXFzS|`2;b+eD!p1A(qaNC~vak}Gd>%Nt`S@^l&TZsj8PH6U79iXKhWo|T
z0OSP&rYzM3_k!Zxyc0+Uy<2PyxTTC{^<%*LEDknTq*u&N9q(8-g7Qyes2e!pGW#54
ztC_vdhXTLgt9udy)qM^YM}_RkBVbOqHzzP4?wT!O*JKzT*_Yf%oK&m{GG76@WM-fb
zRM8{Kdl`7u|BBiRhE&wz@_kpM$#mR9-a*Yr*QOlS$bHXy(8i@i__t3^2{V^Mh2=wc
zwHe}UtlcUoF(l}UHdo^<-Lc_mXO3f#jsI{l2qlfLa9`!6=ogjqExZc};lR}*YfTLm
ziu1o)_lA5#+Q{6l^$j(fp2m&fxmHHi9$i@@GS*{lTG6lJj9O^A`Q8#yN-B8JhBW>R
z)wEoLh93U?x#hzd!nzn3g<|!kAn#su_LOBVUSjuq@?@!eAUQP>0<6AJnINNEi`yU<
zcM|n>j3~~v?SOzuU}KxVWh;u_h};1sQ&CsDoMiomR67VccxvKCZpEI%#T}N$Py4);
zRc9yqh)rnrL>U8;QqhoV)ayaO5dC<}524TTez7}X+xHFd!&!vhnSS;=bDRC4`$TJm
zAwCt2=*ZQU*#+V6t{xH__YIkG*us-ZU&9*I2>hj`d8}FX^gNiWzch}|1{Wo<8i?hp
z%%YqOu5j`KWW-Pz5fz{jP(nAGaM84d+JH?6?l+^Mj*tFe$C)82a;@L!g7Y&{Cn=7}
zm+x)?mC%3t<+bjR!AjWlFjVtEY%RfE2<PI=-I;e=eKc&GE!FD~V+%thDhVI)Jv=$(
z4a`6iV$P!#6^Zl@KF9W`N9%=&vFfvV1N__6?Cx0>!J$>ThVuv4xlBXab8YbBnw*}m
zsn>2re!aA$GgN)qFM<kZBAmSNg{vPc4cxC#!!yd2+1^dmhA0Wo5A`+S+XLaJJsj}H
zk(i;8n;n8NFFAGuD*$ucW7Id@z>;Z#;1mEaY&6$e<#kF<v~Go%u65V@{$qGcCFV^=
z@gTQO9fc_Vt(MlQu|jDI_1u}q6@U|+O0+z&{DoX6p)=kI&Em<IvOxKZFXY0PbzWy{
zb=Hu7+I~E<e-|exoIERZip|@aLpYRoJ|?E1XhRX-jb>VIjLOpK`P3$)^nFD|n+xku
z@VfO$S#)2(ws^R{I0f7^IjUG|`49Xa*lqLBdb)QtLj8u2m(+BnXH=PhqjZ;-zNxg<
zD$&jtg}4uKjNK1feN5*o)?<>>PsbFqqT9pTn$D1fFnrp4Pp<!M8DjW5s6qI!lB^o;
zPrA<*3X`$}aSph0wXSYru*pU3>2+mqq_R7nOQ`}_l(0kzx*<vWnHIiUtmq@!=-dF^
zbm^GS>p*PpB~t4~RFAwLn=72QZ(&Lv#m6}xuCJ`HK)JkHn=HL3F5VD}h<JKVQEt1*
zlJFuOsBBhzRZaE9cK_4U%gx2qJ)7c+ri-rE&N2DX=|9vCYA48mbs}^mXen}FqM9%#
ztt`SIbk9RS%JhnQW(IdAo0W>>r5Sl?zcRhsCU(I^4--Aq0H27A-;m+8`lZ?`z@j2J
zG>1h7Uwi1>vo1yD@>(TnCwD%-xmaict15XkTpMJZTK8-BYsQbl$nGW;5QLn=Yol8n
zNEp6d8pBzppKGfLzH!yoE^}YW)T$D9p3_j6YQQOTbI7H#o!umnn-sy{qS_4DxF1*f
z%_H-rtS#J9@An7=A9(1Rq8138ERH!4>rm$Vt6-nw5bt6)z2&0&+anBqGGD(T<8)!)
z7PeEc=a^Qw;*hg|g|{{i%{jZKLI|C@HN}J?omUW3_axNOSi$1Aa<IvqBJwO4=iG}=
z-q)L@NJ*;G6Ouq0#KAC2b!RyMH;2~qNyu1w_h^S;370C`D>rI@ZG`zuJ`aT~#ezLp
z6^UMlOLWz{brf33Qm0`q6tet;>y&Q!K8X2n@%zeq$VL1pCSscN5giLkvp(Ep=JzER
zI1PT|Dk6y3ViA#=mFVz0Vw-rli4~s<l`KTJJNz=lndME0pGwG9U-E<F2JQBar*@RK
zVvFA6V56~jW!FQXryjfEXM9jv=)mr*j!{Iif2UIkv(p^IzstR)h@X)c@xD{3?KrmM
z@i_`Pfvb`k7(WR~j%V4=K8T*E5wY(&17=eV4XKa}!kQj(qgUF?{FE%mTaw$se0Nzr
z%MwTOikgWxZ*l}nV{((DQMX=(Hj|qbe16i(XxKB^UaHCMhtJ?VMY;SQ(pYzCHcS%o
z6yV*zgiRqX*WM<CQ^{y%Ctl*{cKQ8d^IY|eK8IQ*L&he-saClpo_DX%;RiM3H$&zr
z>kc}tC7x8W^gB;J*_F=VHEw$#z?p$p0gy7TxIJ7gE(8pY;P?kO(VGZOmfETk`?OyJ
za0m(q+t;KNJ1Wi+paUO2GEP*@FnoX8c{NFRg@$vNxw5|^L6n?GK4`h7josv%B_E?x
zh=sOMl(NEhn@&$*@B?n{EL>}6{E=9>=r%cIl&g@-7kyl@?=DUmiFk2wy&v9nP_`MP
zp0aIwe@8C5zv+smo*el%kMm&hD0YstyDwDCHLgv~UdT+dWn1BWhL84ZQC7mKq~ncu
z&4Z{8>=lxf4c`u2?!EX=8&Buo)CSu@Y!VlGQF1!VW5=MVHfGZOyKXfogJ+YC+6YbT
zwSFUap`9vEj`Mu5a)Dpr6|6&f#rTI$sN93bFZmgc0fO^YNSHk+Lh|nlZji2rYAGoA
z#v$Y->^8pKVQd$g7ZeQ1FGL|9;714h_>1uct>fx_6%)9%3TOx`vDf_R!nOz;oZ|dl
z6on4bXpJwNFp@B3v@LazpzzWv(fB!cXZ(hg^BLh<exvVQXhOQ^->}Lo$YIMTx;%Nn
zX7%y<q|^t(*r!nv%$Z#`!o$DNnDu<_>%Rh+cl{2U9P9+RvlYaa#c(^dME1nJ>e9FC
z&|hzGtj!#l0E5F){YA_}dx0q(rBV4wW{JRm`69D30pHT7esK>Kqcp#F*ZbVr0_-PD
zxhu!z$tMJayN*sMZA8=(my3Ye$cL=Z&`kIE8g0ey%c!7v9YY1HLEe~P-p+e9w4#Px
ze&<55`}51dy==-?C2h)x9h^^x<^c#us!w~j{JVn5orHn$R(6wsHoL&3tpvS$_SH(7
zG7MDugMKyItP8~0^zyL_Gjxdr=R84Eei4XCXlQY|`OX{8eLs=h{<n5Rnoo~y^Vs@P
z3cJ=zU|*`0NQ%=qBlBQ6n8K9ci^$B4Xpehc8?uYE!z0#WDaC!;!y7BrO7K@ZW9i!i
ze#j{oSwGJT#%*oW$1<#B=tpayYOFZfl?=OS*Q)wC_O>Eb@)ToDiD>*JL<9InsdxT1
zDk;l$e=6tAL%F~Dp?pL-2{c@fygT0}&qB~6F>SKAF49N(230U2)3w>+D`6S;crqEx
zS*3h3nvT%nhyV^hbYc8Pqo(tLbcMz6K=`?|aZr_MsU;FQk7{l&wLLzIl#*%}#ofiQ
z74SWMQA1ZxUxuga#Fk<a3cISuAjoXc39{?g2@@Pu;`9%g^E_i}X{Qqr`A>P}`)8an
z0VOUo#;l~#3i;e*U1CA|X%l^6;b-J=d)J$$k|IsaSsOGrW;I7GD0GM)JiaO?tHm?S
ze4*^24RCpgKLyn_ppmFCP2PjXn(hX^0FLe32`Hn!^{Xv5liD}C178jtM>XrQ>fBgB
z&x1M-d0WjEMvK^{5ZS1$c)o6GSR}rb7+2@5P201IL%cCh)bCA&JJdd&IhZPY-1f1p
zrKP&axjKexF*c)kmzN*#H`B$)50iAj7it-nb`EEPPiO}AwY?5O9m;j@@7DwGGRViN
zW1bUq6~EFf>Dbm+9`k!KQ9dm)6%Aa$;YNUcsM?}#Cr^pMm(d3j-rUCk`cas$s>$*)
zq>35j7W3ZzyPF4qXnr7Lt*n#*S}{S+SW1KZu3BGVc(Mr1AV^pc$s4K4(>^Msd~&-N
zkO(MUdz<|dqV$Yw-dP@J907PKsr(tYO1V-LC_eM5P|niXx6|qfulnSN`*xHa$^KDV
z_Fh*h6V);9LR&044A3H*PT$NnQ-07`_;?JTfo|(oY;A;7lRWo?(R4zl_MOL0K-J=Y
zFempFx{@IF;3Y_LxpzEXFY_Lgi@Uec5ZhW>6Wv`KuPJN<fo|K2NZ1vjCr?7Y0I*7y
z@Tz>jE7?Sth;&f=I`w$e3#nM|f!pp{<QV}Lyxx;zZ;X$rU#WgaYvkKHH%K6&iu$U(
z(`@O~pNIFI$0JTl)};+5ij~;0rH|-6TG}pDB1?A_x*Un<>VIjN9$*pMbFKYw98?$+
z2RK5sf0WL1{ro)|HA`E?A)1G=fiq1ZL2Z_~6X1-}D~er*i!5};6LwCUGgnx&-P|!H
zK1`$wt$T!QaQimCU%d4m9Mf-}I{#iv%H41&IziGuidBmYTnEZnZ>9A&s%m8kDj~wY
z!~wGra8^^XkGY>t@*@+MNyCx4aBkHy3ti*bg}yHd!rrw@`$$lzuvs(YJl<(;VkOJ;
zxj%#0sw-^1jBCqGr5)mBdgG`Q=iz4keiTjpF8t+hME3{cyeNDKveUo=pz{;aP*U^@
zqa|WDk|OA+r*81jwF8+LD$&&J=Y2WbuL~FH<Bg;>zUK5ds3`DKXFO}#HUbdv<|N4R
z#lx7YW60z}si!aIQJJw(iPFUx5_jE^*^y(dx{(CO&1waWDX;zQM+t(TY4;=s8T$wH
zQsFebu|Yfl?n4NV?zBJw6(fw+ph0N<a!}@`7i&?B5%Qh~-A0m4pc*4(45ode0&sjk
z*6K<8n2tSdC<jngGiLeM$wgQC2frs*#2zoJ*U9*W(ZPel+4S)Hs2eUCb)<gtzZ?4o
z$k5P=-lK%$eq>YZ!93r8N+VW1BrJL+(!c35mDzc!$JE@Q={W|`wH`ElC}|rUjv+?h
z3MY37ve)W9w{0!Wx*G#KYua&@;}QW|HOT19mL^txoe8>Xo7){sbeCp+P(ujPg#~T=
z8$pSx!cWNyTUXz|^<>-zkbRbll_6tf1wKP3Zz-*r?|d6BjZL^sz6JrJ-%v|~HN>^C
z!d$v1KN#6yq$P*jI52J>a9fm|VEZ5j(UywV&)}TL&A1ev{5qx`(cwfRdY5q$m)Jp?
z^?YnqbO@}oGKSVnvAGBrL$|5riR%~mQ7GnmFcP#mE3WrW*0{Hz$#GsFHJcgtZRnL(
zZ>nE0uoWt!5IiTUajU;k)1yMGk>*7Vf+O>>){yHuwtv(2ua{Q;o$^Y&_WtqY_rO|O
zdJY`fS!ekT#gUs~uxSed4nD)9r_vw33eoFDSwFJaf;S$@ZMY15Thtj&z@1ketf8r!
zax($2YtgI12Q<A^S=OO#q@3mvPb4#)AMC=I)D>kKo5Nxda_|;(v)5I>J?jo(n@{!H
zMAIELF;U+#&Wl=mocG=g()+N_VMah}u&uBfFFXQ#+^M|6I}IhY4fmf|TI1iJ?=$Bm
z=y*wUxVPxpQ@%n9$Lf4T32$tq!pWSSqM$BFxbPS7<*P-*dcjwR>9R0XM5^`52jNqy
zMA%jQ61QQxx~iNmGazH<t$UEF#ymE5=ToYLx@&|2r7^@DAK%=&#7i~2tnbCtJCn68
zeI_$NgO_QqDok-7%|n8gv+I`5qVbLNrvuoSIzfkyM2aq}PGq}%3#l^|fttU4{+ndu
z2s5@ap!hD`LnkW{N=6zWPvGINb0ppKM#}G?gDPP=^6FR4p+If%@4-?dpT$Js<52ib
z=W}5pc<yi?P!v<aiDQdumZK53-)lavXtLY{f>&4HhRN+y)AftlR_XyAF*%UXS-9D6
zv#0%*qr&E#9s&C8jNq=keJ^S`(udrv{DYSa>(wr9**@G4kTeki`u)r{!NqebzO6oI
z|9Jz2OmGwC@Z>8IW@lBZYfd1%rCN<YLQ<^eFd=dH#(Ar(uhss9TIC2(bs_ud_VBg6
zwlP5Y5Se57%Gfj4k4Dk%^J~dwR{{=LcxnhAJ#*T#k{UZl(3<^fC*R_d>{o_qJI{4+
zPXybmj(_HyqNY>!JXnW#a{b`%V-#JfU3$J&gnxNxe{Ub1Oxl&c{is4|wi5WBEfqim
zxyMM}PtB$}sz<4jxdvBPf+zk?7pG3U#Xo*9b#Tq9+dk(o4Y9Zsu#GSz;UJ{`aw(3f
zf`e`N$QxuhTlV#=)_|mh9jJF}qA`kHSSkxFdH+`AE-J%CWj=XJR)4r>|Gq27Ibvt{
z84j*tZF_kST52C$Onw`|(NNF7dDlFOYiIFxC9xO@aV%c#;B5+VMdr;H&-;vIGj=|*
zV*b)eB+Ade-#PH_1H&sFDnruoKxMnH$6BnXEQEykVJ+9>B7gc6%ZU)3yuGrYS_SCz
zq|X4YMV#N5ADXWoUF~3{6{X~XV_J&xMDOto5i(>oc%zBL<1g-ztk$s{Dj>(l%(uhm
zQS;%o8$!e8HfD?Le?eS5To7AA&9pG;hXDr)UItet8XMg>;_vi76;+{$8^G1lN1(qj
zGQz~KK4*HUGk85UDP3LHl{$_HSL}5{MUjJ~qmw>9y$1e=>(#f=p)(bd1}WS^G*=yD
z!ihc>o*|Uy4HU01Q<HZD{3H&Wy&c+yR$1F3xH=!ljeFAAW7TjQbN$k50hN2vWzFs+
z6^i9|U7A<9V{0FQ8lnqPq#T4yI1;y2P*bzVeX;McTs(vrjUM$RzQ_>o-zRzbtZCKd
zT)bRD_A$AKR(1&E?1rP+CD?SH-VnT`Fn7D&o5g5r9h7DT(J&8oq5F?=OI|s6srF#K
z$XN3`<B)z3?v;@@!*0EtAvPFzypp>HVkymb<=V$B)Uu?S3l(i|;9{ta4BnWHIQH`;
z9*PfZCj~v9J<Jpvyux+;vpVTE=Z@8*C0`mUqq%SpHDQvD=Q#uNgc)@Co~f9a;<9af
z-~|9+hhs<kP#2$m6d=K5@;S@=xz;iBB^~rDH#?FY6WVpB1oX-*HIL&(UKw|l)^4ch
zC({Ql)|_T+A-q(`Osa(}5Kjo<Kid1bpf=lT$uAv7!uHr7N_`F$=+%{3UU2-Cmi!T%
zmr6pc2pAFvH&DG45$1#V?s%ye5S|(FEzq0YZ));H&1Kk^_#sqww668dkb+DGogNm_
z7u6LB1@fh$<Yv8EtlX9a19P~eJ0#wq_(p=l%c|$&kSv^|)K_{+{vf&2LKK(%8{Rbz
ze<rhSE!N9c4Y`h^mXG^JpNsNO`i(xpB|aGClVSc175o?&lcfGm4wE{9`ZT2^BIK*j
z+}&8A-@B3sb7>e?8#l;rdS|nzIpFbnNQCv7NrR=qfX^GmLsnc<`QEo}1@RWZ!8C?1
zo<#P)Wd@_pBE{-^6^@(nG8Li0I&2B`R$miCQg-P9^aA7iAUU(I>(ab8Q-UIK4a{*`
zpfU@O`D`X5F6{0{M2DOfk4m8~-WHa4G{>EUJ2$?s^MPAWR*NO_f6`qxplpg4E(X1c
zm59iE1A11wsykCY9^ss7ks?de`<d!XIJqLRD`uCp%jLynC!$O=JevTEQ<^-X#EAVx
zW|M2In&8ZH%2hvHX0taSkp+{?qyR0djhblSFO;~iSI~abeYTA=YrO>;*RBS*?8Xx1
z`{gfGl85I2ZGw>b$X(Ki*tvxy@5x5qq~3^k?1A=oXPYUlgf5uAlEB3xc%tTqYbqND
zbD9=tG^?#9z{rvOeS76l`bc-=kSOy(U3b{NKv1j69*s7fApC&lDKqPRJ0c9f2ud+z
zSAeOz=r|vA6wEzY{;5Jv^=zPmNOCZa)cfXA%WC*aZb^tFoZ^fxF-7u*PggO6!#9I;
z%AVL)(4`<CtGbZgW})&LJ?D`Bt_vN}AM1&^pN1#SzQn}x?hGga%aei;+;1yxfKoh!
zx-JIdd%hBXZ(CJSP`RLbkrD;Llz~1lSIj7smlZDv;5Y!e-A<_bmRBlfA1G3Em5n?O
zS_D29QNi^#N~5gUB{9jLFYSmU^;8dw{$%1)N{4$}H&BnFjaV5eO5KHeh<VMRO8@<X
zg|CCz$&JiZX^?cv8o($+G2sNwGymh*qOXAB04rFcIrL~W-PzcjKCyVG`u3xlc*N(=
zgp3+t?+QREF3nX{C~J4oSoiLlai2LLh;N^x{Z*1Ka&T3n(jmJB6v01`Rfx0O;?q;m
z^`@lLE;f?RrvzmtK_sr|R>?+QtDOgQb)bexEgfNyzx_Q}+pd+G%kHz3`^*d4x4hlQ
zN7{eS7U=r}qoekhSA_y(%qt%`q&aO3%gCLGeQZJGIx@N<p~ItfJQA_;nYtd-TDtF$
zMUTp(3e<yX8Zee&SwD+pm3(}>l0dn=RloHv$ZxEHp!row3w2s}bW{vKsw8vDaw;q}
zm=DPkd<06X-S^@y8asIaf~hk5F5Z?d&`c9&B$D~}ek+C`o7}*s%}`7L<WfM>?{i$A
z+QrN!k*4bzgy)2T%7Zp8KWIxMu|mI=cA+gOKf>c4@9FabtvwxrlCYn39%q9V`f35#
zG4BOP9_DqC1U;<`%<^u|1n7fv!~yG`slj3=%mu}5^xtp{$b6yVk#iSs;B(V~Hv4-+
zAop5*Q~S?43n)P0g{DkWApn{(Pzwa*J|2ne1l$i;!j@<vWY*TmjMmbQSjt03Ba-s3
zFALlZAUiE)73jwPad9S(!vUSj`HZ_Wz-K}&3No+pq~DP{+M&6D%ynMFaQ?g5#9jY2
zBgO$zl#S+pS!_K85~Nm8O~z7xrlhawD0j@czefdH1A%Y(irw?HqRAXf%YWc)ngyPV
zK#l&AEtA>*Veha1s@l5#aacJRfGDA$A_7XMNJ@*Kbax7Z(nw1x2r3|5(%o!2q!mF*
zrMsjXq?PhJ7U}`d^?aVc;Qr;jIH+r{J!8x<$9P8yAwyTUFERIBvY1b1VsBuuDhOCR
zEHs;QKnQKYpJ_uto&?^_m6kjgm=aGmGbJRNj0?OF?Seg*<PS&*>@2paQrmKvxzvgz
zU4PV=+KiaIhGDx#eG#84KadG+VTJXB{)0ZWOwH$&MgFFF9YfCt*iM)a{x6#JZ`}}^
zLflot+k0G<1`$jXLAHWnjGC4;+!)^g^VzLhkNE?j(v@uGB7Mj}lgbF9!8Y;fA8!91
zs-1iPy;zT!xFcaJgI2|p<WO6<0DgIhJ0cP|tdQ{5*o!V}gJn#~P30s;3;$0io{}Y`
z2@9}-;M?8?Xn$od$AGqrZhPyz(80EiO8{==rJg6PZkbGlv=U73rt0<c>75Du?bOh?
zF;?}ABmmQQ?7~*-c-faN!2O0cTAlU9r$7e1)f$aUUU9_GbV5d@feCtYF+WoP5-wA7
zt1g)$Y#CvU48HIYB;wLgA7Crt4OS{)t+oh}6tFS^JuXioN3h-1>2UfV-qdv<w=@~t
zFu*)`>)>Ysf#eosy+w>XooG2s>)SOsFRQ2*;tQD+q{ygzya0~Rg1M~ms;9LGTHJdt
zYQUW;Sw``Ic4YuA-`R$1?iE$u8y<MUGgX3H8=6e&#aZ`b*NHnhx;Uhg?$ixUn^%Y!
zE6l5VgXH7(XW+3sUjz%G5~^6Ic6R6!_oLs=`Fo>UQr?I#^_b-0Df~sg0yFx^FTpPc
zA4ZxgDf~cC`x;KRpU*J}q>gVe2q6{+7I|FG+E{}d3^I=6NqqqXbE4EUT5f!P(=TTo
zZ%%jnhrNjJ1rn8O6R115SJ8=w(tE~#x-;cCl-V+0t}qkR-XU1()KU9mV*N980<Lb~
zeF0}pFCb%r1_u4BmM?#5nzwLn`F?j2e~OFF6=HJ_rDTNOIo@@gnzF3cBTVB1>{gUO
z`8Sg78d@|8bIc3BH<eM)GYRV{CU^0)Fs+MQ#w}shZ?e~SS*scKE;Gg!64X#!l)&1s
zj^4zZOU?nqQ^{F45Y#G0WO$sVe@rsdMeuWJC}SS4Y=(}tr>H-Lwsu9lBVOU8<D@w?
zgZ9PLUDc@JlEOHChKUyGo|4;J9g(N3HK`@-*LnKitKN0xK}miE<BWX3s}BP5{W3RP
zw$#eGn*L^Zkjl^ljGRE+cl!5%6Cx<^aGt!PS-Z2R$o-f{J1+wRxd;|^yG6^mA?6Sv
z7gH{?ncBp1Yy6$_!=iCtEzW_qKupCKawDU(N95!t@ZX89VO>EC(G3$WiTbtWA4RKg
z3B~I=bhxx;v_4(gU*T2%5x+Ezu;5uG*2ZH(NoZr+2aWltwItH)v!)~PXmcvuyCtzV
zUZb0Bc+5IpRel;d$GS}Z)>c~tC)?3b$9~^Nt#w#MW0Kkr-6*1j^RxnsE5tK|xJq!s
z1`M20Q`zkte`R}ds|c)ZmpSRwK@2$Nx(Y6U;?8P!J=!(D#or)qA&fX*)}!G18q4ZD
zJLPHGyEyVyiE_jYR<{iwxOJysKIVPu?52~<VGEf5NeeQKI~E)N0O+WY2T5T1z|_qM
zG**g{^vSHr;D;LZUyLI_(s?6bLtSc`KjdcD3<^?L&8qv-f_y)8**>mE8OH%-rC<=>
zgm?T45FTPiik7SwSGH?*d9o+NNalX*7Vgfc7?90LG=LjkGqmJviFlsm`dsDhM{KgW
zBK(IR7U3c=C{js*N6iS@P4>AHU|A55-n!}7uW$Wtv#coqYNVD|F7zK^ir#0pnNv7O
z<)N=>3%G%PKvHD^AT|ymnaVI7H_g7t=k&Jm$`k-s9s>R=i-U>dKRHS;u4`NGSDM7O
zIGQ7$`1AUW$6p14Y(KrV7+(M@=0ZN_?Op_s)}pto&8Um~&3(UTtgodxN6``R<syuy
zph|r$60Luw>d0UDAJQ}AW!}#uw6EGv1h898NpMd`SuFrM$JebK3TxTEqOJW2g65DR
z3Zes~h?R)nr2?T*w7oWq=Q)UDM;=eDj6_EpJ%b~l3jtpNAikJ_k0HBpcb37@65vit
zj{kGA7pR<8_OBqFC=&k)8Cwyk&)qbdSOSnz5tdub-+9pm1piuhmKghR&lTN^Q!g>I
z1^2kRwRC7b{6ln8?-em3AnmX0$U4J}PD+YKsPWhpnOhfd)f#}#H0JrgR`W5m3!?B`
z;j=_Oha|Eh$v99)VmE9j2h*hlFeVZ2E-}|eCKLfQ7Qb(GJl%QG6`;vCj7H!D?*=f=
z+spI3Lmq#Pa)u|Y45Q1E+ka9<80FXRa&<l+B)F71u<5KGb^ws{cykz24l|xLAzINr
zftoUw7M>19uqg&(pekj@W5~BSoH<e%ML;Gic0F#t^zYY@aYP4Bn>ic@maN|P?V?nD
zmmWpww7-i4oW|n&xO$v4Tr{|4xSa16Rq@NszI!s->}aAA*M#in)#E9S|E{w*rPIKn
zszX?AP(~_5uvoWG5$gfGxyZ01r3({n8^bk%loVBl<ceV6C&oP)EN_(10tT4>J_E9{
zG#6M38Bbr&lKuM?(rD0NxfdefYtW7`nQc#IzyIzSHzbaxU<%Au=L*VU{imHkpK5c_
z{OJH==>#5RL-V>7{o5i>kB-AJ*M5ZVZd)I7xJ+C#C}DTJqb?-kFpJ`aW3oF{ngo=3
z*GvGXqc~*Fb;{L<98pN<?Wx*i+W~x%9{3;@IFA#Jq<u7Nr}}q9k@1dualncj-S4nD
z{JraC(p;0io8_<~B&W3+ty5|M57ggZWUTy8WvVw$nhBaW0Yg4wMHf+03FL1Rz~p8v
zoNaSBe8fTEpu-1-=unf4$PsOYw3}$47grc?{a!y<yP5zttW79ILSHI|r?kmI%#Kt>
z6CDgPu#s3*3A(?VAb&@im6<)7%yD$gp9vs>2ItQt9QkFJ<ezQQw?5l}xYy<aj=GoZ
z<rTaW_FY3(4yRn3u7B&4m+k{EHQk$-ED*gAE+`m~7yeDTdnRxfru3%UHKKoK^qIg0
z&P-2EtYidhBc)W70q_U{5!(ci%+<jnpihgDYR5mVaKjY@d+Th$t+S(i8*p764(l_r
z?<?bHkGv-G<7I?wX>oVrNI*%GLqmYqAS&DoI<JecZAy>=_IJPsXBO65W1&q--v_N+
zTd+>+1F3{ZU<q1+0_e=-h=JM>()7WchNJhNSi2_5()`up=!_`vxSr$t{tlFHosg+D
z1z~{_FhpuVd?CD+35lNxB;%-5Jh3?6z6UT;zvWT8>YX7mL#{<6$vm<-TQ$%U+j5N=
z1!E3l6iyl@8XzZ;Ot%*(;3$wwv2DG5st?Y5FatDHY~$xT?rKT-4WWo5hhGqtbTQ=X
zEjZmFYX)uXM_&`P{ebdmjGYmT@$d0NDwBuqu(@D3Uhh|eC{%#Nmg&1^$8CYGIRMu_
zx?*Y8D`=AvUlF_@&{O-kfORO%yAh0i>1I+?r1-$m*N1OXhzXfD$}QxVQUvT_<g|!>
z2Y@G21k!Id$cb3gqNHQ_klJ!zAcZ(>rEwt%n*QzkbzT=X6G`@{jS8+p1V)yp3P8x4
z5=>dq{)!6E1ky2poto}>aJ~8cMFi?_RiIeLBQO4F@aVR(aE^bE18h7fMU)XEr<3!x
zb@^%&-6D8xGQ51)cJi<Bfl7|>GnR#ZFP@Df5l-Q(D+KBOhJfn`vxOZLRSmAmr`)s|
zCV*0t!DZJ0^J?B0{L;sxf;&J6@yN|K{N8|lIKVI}3N(<`Db2oXXE^*g*HEfflsZTG
zTt;SsQY&IN(9$1B!;i5FdY1wpfcl597m5!;!FwmTh-Cp77@NOV^Y94=AHgOFr;pDW
z)}bRy$>0_mLJ$Er+`d{*{6(-b^b&jtKDxco1XRn$6LS-|fcpkG5{pnP2c+)aXM|V2
z^MPdlzHwIG-3uH3*~kU`$QClV3bXooyuRbeFWDsS_vY##j6E>l%hCj2yY6zk<%`-?
zPWIUH@$)#}Nn9_`DfL3)Vgi?;JRkOc>MACnAI$u`iSr+}%rRG>ff3{XCEW3uv=wgZ
z22;`xnE}~O&JCWT5|^KVpO(ShbkN#pqWT8;ML)2COknS_Km2sj5tNclz!(&@>)ZAh
z`3=4c3b{$s2_%ag4xVfO^;Y0aQU|}eWtFnAJi;H-#%4Vu6GS6$1>MN=9jGW85o%fo
zEP}RlceZBv_p=Rp3$&TvMq1P&POV?~dvq=z->>gv)tWd=0ALEA|Nq-oL{7euIB6%*
zT6oqZSfAQMDLSHJ_&I`C?P_J)J`xd-ALA6^fHhXEIDbUiK_(OZ<k>3*@~KiqK-TYr
zWnzHv$e>)_f)IK$MP}?S;3M>$#VD&Uo@jH(0*2VV2o?}G!(Z3^r<D0j0HK+&eR*}|
z$OPk1N4!G_6*q%ubUxM*YF{~F2Mmm83Q;-haGukyme(GSIBy;BjbMJm_W&1G415=K
zRGH;v(*DDg1ql!e=&*h+FiWr=Ip5;~F+|1<ex-EuM0`$9SOaL}!y$TQPnflBUZ%S7
zbl-`4E-ldns?5bMd)s}GF5O4m4#!Gu*nD67B7z=<&;M08LdrV60wrcc3mKW&UQ=is
zf9H1^o;)X9+woQMbcH)pI{K`^Ui}Tida(sr3^fQmVj~xgj_fI9H^@*Rxl^M+JNA)v
z)I>&V3M#YzZnb<^w*3I(GkNcJBBTRDO)Uuh>XWa>2XtN%FMMKYDMSnqHxXtUs6=Q7
z(a*5{bpn9$4I(#1VJJs%^!E`0|If{aFGfa(t`_?asDOxTWD#P>TU<w=E_8bc!2Bqy
z=`SelTWtT?&>)g?dco+v|LnEHPZ9WmXE0J#84dPzZS+&1fTxEz?(v*60q#xs<!Exz
z6em45(DVc<&-tQRz5P|Bf1(y25ebYN+7!;;>WxQ6#sSe6ICZA+uQf&C%BWe^3qJNH
zKs@TMe)^PqChoZjNa=u_P~pi)@B-u{Vlz^BZvPeoL~dJe*&r~vgzjmQ{coqrztvzZ
zLcfpA(Br=qS%J7oWRuvZ1Rp)JT@x@s48G%|ABnkqibNjl_kQS1E+DrD&~nUHNLl)c
z_zfWC1UNd&LY9J#xw0M)&vgQAu6EHA;|RdKbG5V73-Ma%+~?Wolt)1ldtxo<=%*aS
z;m=6o@#755UqOsP>i*YvuCfMH*ky<`50o<=K!r30q)W+_djK6z=Lp1w@gjEzg!r&@
z758)!hDe$t*!T)bmRdV-W!o3ShDKJ-L%1L$Rsu4>76?NFT=Q8$U+yB3P>1UuepGW6
zD1SV4;-yw0nu^!ar7Iwg9FF0d4ztO&`#+{5B_7f4u7*{csGH<@%*JSd%tjUj66DT_
z+}qVMjGEHX(6|U!z#PbnHz4$YkP8Lr<_&}?_^PG?(hH`D3dG6Ikb5Eb&Jy2m;_Knt
z7}y*nGBzI-j>a<ADcl(-xcgkWbu)tU%E6W|g?4P@mrGWu&QD05?pmCm5G8&7{MqR!
z0GG;&e=#(O(Xj2)Us(lB{$fP=3I2z02bk;&2#W@sd#+_!sr*t*KKvXp5zv;#t4aAK
zcK3UT3ek^8GgB6Lc)Zrn0-!viq2&lEjwwvEndcmJA{xf-&&}a~hJ6!u$79y-V$zV4
z$M?7oXR^+cipUEXUVC*J9qZax5}a43Ro=U?UJyF*UXbN{z_23*8;+PDDTZN^fAR8e
z%$D;PI0IuWcWzC)Os|D=7Zj8iu#EKaP7nTATzkFb1EJbuWN*pNXDJ9Gnun%sAH^WB
z6LgT?gK{Pmo$atU11bN$w&J7_p{ewC{j1(^@P%BZ?tBI19xP;57IU(epcr=kEa%r}
zxldNc1|LvonWN#&OM%?8MxGRJ7*QASdtV}k7Y)Rex|+@-=hpwjQNl)hTbt!$kq~lp
zMcqK8Z`9wy1QEUc@F^j{U<*WGUqZp5IKW16Q>A#``yHgvA0TBWM6?_d9#ot3<$r_p
z`XwaKnN?iU=KskJJ8v9EFTZ@1C*sIC)>?X6<P~!JLkh)Bwi*ea5P&~oPaDD;`p?|+
zXCHUd5`8h@;L-GdtW5hU>Q;v@oz0n@|2$eCZtpZ{ZxM-c_K_;eF;@cI10Qb4GBHEt
zExr2^@A)OzG_j3=dBa7xBCjUY=O*%<7Wu>r+DVd03{>6e^<^B4Z@;?b*JwGn#uFYL
z4jA{0Sb?zberj@ipOX$61^>RpGyFH8y82``Ijjbu8Y4zv-yqhj?1Phg-W~F>#{MP`
zBGn1Q%6#Z3jbxIduA|{uoP)hXYL|X_%kuWt%YE$N20O@JJOCJyG)S{>B>(?4;l&g;
zuD;JUJuc6EBx0Y!dCV**_(BMy&YG`0dN{Qr!TlU@&*k*FZ`8P`TlPi5)1h8)p~QrH
z)M*f+pilB9WGcq>H{bw^7|@q%5hNZ9CbaRXuw-gp>M3^Hbo^G4Dmj!h-jU7EyKE@G
z35|=cx%Sdom8?O(#(|uClg^dCe6bRJidos|iAhBzli2TKubn{+%cJ(o)=Hk+_j}XX
zxiy$NK+MyDkgfv|uQPXEoWTI*?O6~jv;~89HbF#_M<dw_ZzCeIXXEsLhWJ3Z(N?mi
z?)|@i5QmTFPfFT04ca>lNliP&n`{(Q(NwMyHg8oz0oCjc5U6Q1IpecoSTu$@cl7NC
z`tq~B1`aV&eoSiK+oqMzQXp^t4nq%R$(JCX^^(|bu&rN1EO@o7t|e!({!z!e3vtfg
zRUYIEPh&XS>t}Q{^L`FZA58RCt%?o{<+{5=>zPp!IIi*PGroml3fJmpy2i8=TvtDK
zE#In^ZvWIp&=o(vCbwerInKEJE0wFt59_Q#iRtfoVr#lNT9sL5$@V)1`dnZ9B&Tgi
z@c&&kzrv+8sq4xR_qQ>P%ZKqi?#yw?!e%2eStWV<^yMvudeQT1i`H8DRjAIyutz1D
zujo2H4G!Vq<OfaK4@9s^OHa`;8OK?Ne-Sr#<jc|M>2gW#bF$@Lerp|GdoDUL_?W8$
z#aFlcYOPjn8v0iiyE`j-5)0q7#_)ag>v$BPQL)Wux-%`Cu29cGHFL}ExU?b2P!gFu
zYAzh{YixE@1$_Gg=g6kQWL1m2(1)qlSEi4q6LBuE^}1SA;F|vX*Zl#{%C7|P-1f`Y
zT6OAY(9zPGPE8~UVzhdXYBv+DSoPG7J-;dX&@^@JpHpY)CD=20i1$>O<SS#8BZigu
zh@GpO+6nkVHeJV|VX#T{RmtAL%$RqE;uPVYMsKs1^S-WISZYbZkA>zl{W&*1J%LT%
z;LI#oKT|N+q8LewF}55#Dt2LKbI~~6JXL;iZKi&EMQa!U5jD(ODZwq%Vt3si9G!$#
z(AQk(593h&b1jJ@#xQ7C2+HWA){)c~6Q86=_`xjZtZrC}p`vQ6M<wMf*d@Q%!zI^;
zp<*h|DxPX@PdLe=k5)`<&d3P<g9;SKozHHIqj$9n5dP4pT?=F0J%MdHJz4ol{%PI=
zC{x*1nA1s4Qz(RDZA)1&OQ+v+X0q1`{gS-eAM2A5c6gE@FUjgB5XRZ3&^Pb$IWzV^
zPw!xm1?tczj3n^`t|C}ao{UdxvkEnl#k?C8#fsW_q_^Qu>L|&b18?%$hcn8T-U~@x
zi^vUD7yjKRi>t(Fs7v>L60<E%RfS^R6ZBec37xDQloP`VR+lDR0b;!Qj|v5S5N$jy
z*3s4+Oxt7>dGx(pr3CNuxM@;dGA#RDN-!`+i<pSyb+moM@<@toySSE}Y0HVrhFMAp
z-TpQKe#EhLQC`Wh<PzRksSu_M^Y1s*uO8R3Mg7qNp!*}bYAPzg^g*Pd*?XHI&hn`}
zW%R?f{_d@6->`-^gzK7%W6`OWvsq4BTn4SAbUl16^CkZf%-CDg{FyqWYIqavw5{Ty
zd~K@^I_q%`s2eB9jzw<LeZK2yVc%_{Mws54q*kV3FPTOod5<aR1W}MFv90lAonMPs
zAQI2NE*71KaD{wAKXG$*>qV1yC3?~ZR>5thr`x7v$C;QAA9XS!n?aDCL|vh)rk5=~
z(nRZjb<9nZ$TeB*_v2pTs=&n<xsZK;BF+b3)M472I+nIu2jiq-<eK;oh*T!W#56QT
zF372Fo7%QC*Z3TccmMNe?)-#n!DY!$H-)c{Y!ZePqMTyNrAsS9pG>30$f5WnB^6UR
z;rcr8(s*I>qDA(h5aOH{yoe??RrD`;$})0NjsSpjoFj2wmn93qNxhleS3wy~-k<zj
znq8mjO+LO1-=#^kX!^m!$Q;Ll<NtN~T8v!f;DjMpPFP$!lVIaE6Vdu=Al4Hot+9}`
z$a^|8<rKDy5rj;0D2I{`90u<WT!Gwq>pM~}4+bZW_OyZSBPd&W0OOV9q#xcC50k8v
zae2}mh&ZN!^;C}S>C$JC<tJ^<9!aD@aJ1n<Dmrha(B###Jf9s)Gdh>c0eX8%*wa47
z_agH(Y9sY@t=wxzqEaU@<Qiqape^ugVle?Tid2bkycDTuH4#LP>8tD{-rV}hl2a(u
zHCYDk+v7p3`zMQ2--cUTCLO*#I|eW@(_FXEw^HK5irbmYX>#6Z(Y*!SCFLNhVzr5k
z_#Ob+@A_Q6z|*xXexwTxo&^HAnc?vX@dpoU9YrVq2r|x&qkxJm`i=+$7R&j8mN8Rd
z0Z6W}>jcJ#tW;FfpcKqy>_BDe@zulfJgfswS8~x$4$`_Yjt1Yt-nXY~oe_6@*lI3|
z@dPp&GaN(-?JKTq3r*0!RV&xCRL}1BjNTFW=OEG{=zD)hxY^b~vC7l}knf{V%)^NJ
z63&v^s)P~;tVAa3o84Bu)8=f1H~~kh$_9^sJvbk8bz<W-^G;xR)(;+o=m(y5nK@Ms
zDyBtU^oj^Jqma619{o@BhoEgs1|QD&ru4UBHTH27(<&r}>Ok7&cs>TVWqKnNt_NHM
z-#Esv*LqOi*p<{v-rL#AiQsF)IeZR;QZa!g&JL~X?M!L2!eC6Y<R)KjPce*?XLV3T
z-TBr-Ha*y0t5<ISPV<o!V890ZAN3;e7aBb-<8*`RB(OxUXo0xH4In{$1GwD_1U58?
zksfb}I}vn_?|A$oTer$}k+gYG)mPkjc>qxP^T;^f(;`_xaa1k%SNDWDl9z1dbz|Ji
zp&WaD461hbYpyO04?IYE`%8-vUclz=vG>^^^1p<<%#1ZUXe?aRa$2eT2F@!l5Y-pJ
z;bM(KQ4Z7cRMHKoCf=}JP>B>$feM<boDO(YvKW^_#mSaS>u<d}2C_JtwTV1IrVljR
zSe6btQuB+mbsT&9!=S=n1HI+TAWy?0J}DP-7&u5}f?@Z|vM&6}Av4J1L|qXD5FY54
zj6xrS)k4brxbdD3(rc&uhaF^NB1vVqo_zb7v2f}y*+&6h+&4f7urF?Hw)O(}MMb3y
zL{xgKTh$;m<_>xev?c|g*>xZjEE!o;8SCmG7SR54#2Nq`shj|9!unuh4IZFbmRrHK
z_a!1NGzvR`BP<kJI%hyn%f1)XO%`MK8A=A*>8Eqw(D7bGbVR=ojO=&Mkgf!8jDori
z(Zt6zf)Du8Jh+HN!AaEnd_cD#gu)j;cdCD4A+`t|OAYyJBtO63dkZa;8t6QoNAO7O
zl`+F=J!_BQ2L9qHH1kH`TjyfriZNxd8FnhwAxb(?79TH##PpAi_eX}%n}X6()5*o|
z?O?nW&{+t{h3z}g&%L;zk;V&k$lOM8pAS&objxyPvq-m{>stVk#pj#FA3s9v@G>Hs
z(rYtGsS+EFNZYNL`)o(b-@BJ*Af>K8ex=lR2bj`^EkgjVxxi|HY8`G7vf6=;Xo)+*
zT^{wK%g$}-p6ZsLwcn1~0lf<%C>`J<<WDi_W?rdz>u9(i`)n?PVy_O=tqc@~fn?Q@
z;sI5H5B=#ym5f#2#}X6^IqDOz(-VkM8)piYcop4KmLd{H9!c}>6;_(05-zQmn+{jl
z$3vrX(>du8B5%VX&f~0nn4bzz!JR|<ezf((EIV8}T#YD^9*@T|3?6$pio-&hd$BN%
z!xmZ@%P&AYsdrG*C~!}?dRy^3Qe4o**VX)i8<JZJlFBcd8O!N4p!}c%ZE#9!Bf+0g
zmBh#wK?*9*izD$_8~Y>T+qcR2K-0*j`xM5t{6ZdRySY)`8{jgyrezj4;ak+cS)3$^
zcYV@q&hP2&gEu_(mO-^#np@C6%YP&i^c55uj78-moXi{x+8wxHk*9g;l#NVQi5n}3
z(RVm!7tvCv6mM9OeL?!Ul7d>GVX~Rv8p9zeH4Nn+9l*3Ow<*V3pop!j7hsjKFX4p(
zxpO4KV-;%p8{Jh3!W%Z^-d>k`@1ANDF5pxCxfc7=9q!eH+3hfSqcxJB5KZjOo9^wK
zr_0Rs!xLK+C)M#LLYD!hgyHbxUhF^H`#~~W;Vn)n6kP;gx~5l<)_qGZR-Q+6xP+tC
zCygpv4)ys<1}KLNJh^CA1TBaKMWe@Wk)ju<h<iAE+z>>7^)(b>8h8M6#BvOu1lDum
zgZ>>mvFNyz11T<K({*yWa+V7H4qw)suHQpVSG~1&uXzS7$T<g6cTyl#)IgBocq$q-
zv+!-ROa7k(ML%X={O=xS2+>*<0wrn}5!s5bXqPyDHPAp)X?9fK&pU{<5z1r{LUyV8
zeu__h0j_tlUfBDS(3XOuJGIND5*Wx5UdBf~ugsDH4KDR%%?o3Z7%#(gjX#VY2@K+L
z>w+$l!5#!}V=T#7P7B?eNETNO{n@Mvh8QeGCm?9`+9ZhhLyDBzdQu-M*@0l5pq;lT
zD`1|R!^RHesA`oVC<trCm!0F^z2S*=N2i>Zg}5<+cSm(Wtu3Pc<Mqnw>oK0|8+4!V
z&A$;lXBsk|@V#rs-cYm-L`;kF{JJL?(kZtFzqh~W+Uv@3VY7Q$mRor%B}WtWqub%6
zT4s#Vq{8x|*O(KYcCR>MWl3Ho@}MQyB`gN;Yo0ENcz?p$GXW~H$Hxh5i?ZLgABa-2
zNeRri?CnnTpF@0?Uj0mpj4VS0zX<Ys28zMJT-?9;uHZcG%t-aq#HO*NSE^$MF9#Xe
zDH=YvL7BZTgFqer_QO}YrmC52s;><-?+o$Jl4d4cP*Ne&?0op6*tR^p=do%qdrwAZ
z%NlFWelhL*X(juu@~q|cz68=tDvyeBwN;HYsnS&+w71SLgx|l*I<2sDo5y9dAXe30
zU8NW4XxqlV1}p>9B_%aO3U%%@nO3QA--m5dL-h9H6+8SnS$Y)2g)BRl2D(4La&t(W
zPNwL&!udEZno&Ha`>f=p51UiH{m!P|+YvQ6og3<zF>*ckwFhwhi6m5e_n?x>S`wZw
zvNy$1eQ6)YA<|~ou4;{VEw{~<A@1S7$GQwLdcUns*xbx@)URWSmV$Ik77=%8b-1f$
zE@9SR_z*k(!RZF!6v1KlDcF5EaTifmCfM|)^j+vPkUa<%y0e5i_LGdb6<c(cX+S#5
zQIc$FPtHuP*7JsRzS3KXe-vu|`8E>d*^Qd*u#!7S^Og{+^A8D=8veaETy~%Eqx_AA
zNVS8Qs#LY#Gz6TcCo_i=jKwa4>vn=}VJ@bnA7xm0TSSKjZj+)~sqLH-2!a-a>T>23
zmx5VzVYgU%ToDxU=Cvcs3lW8D8^BXe+<>|YVk_s4NTX0%UWK0WsQ;a_%q23q$#EMA
z2^Tcuw~^j#b`A#phB3e+E|h=hESj_wThc4K8^KAZ*Yk>o{iCIJ@;=?nuuM6dmR9zT
z03+80S{=hv5BD3AqbMh9dwRllKm$aDQ*0i8=<x^ak5bw6Y)h6H88&H!e2UQSz^qq_
zSlJKbF6p$AT~f33NdK11<lML&VprjgfvSG9zd%=iXa3j_<YMe+Ev<GywQAUX9yIJ3
zuYh>;?Ur}vT)sVz+i0JVyP-xmkUUQ0sRNyiQJ^Pcwrw+>xpcGEH-t_V!^`NU#>wsN
zr<Pl((|650p?JIU81l=Auc<roOTtBrkqMMd8}x?G6}s{1^qns&Y-ewEJ`%ij7ye@2
z5Y=|ft?ijaly+Hl6^JdlU-#v#St4PUsV<C3d@>u;>V3_D?*al%d<@v92=A#nZ$fp|
z!d}*`PY#rIV$NaInJuAH!#|ZQ0{Ab}4ULb*ZxXwFAMHN1F$o|bHswe}!wNGNRTuL>
zQG3oxhEX2LH6ok80F<($Dsrpen8`RK+Xno92E1_*k*WCP$&Yb^&T47YL2Zvh`8sSq
zgTPZ`%<@!sNII8Y!9|wRg`j5ryZ|gS;?ze1TiS&(XRqIV-GD-z(~71$hV18D5NW!F
zHHOc5G#g=;V=L|k?|h-%*h|``HC4}BwlJ43o&RoOZ<uG%$X%?UTDqe!-K39lu|xbE
zHUppM1Y|8=_e3O|i+19AS>)!n7mTkScka12&t;{FT7J66-q~Ndy_mY8jd6H4F~hLN
zlNbDb|5g<FY8AT^Rr*e%+&Hu5VYg<`V3$lk#lxsH>4e8RW(0}UopCKIrqc%&z|e$^
zp8ztxM8Zr^gY*5U@6sufk)aJmy1VhgwVtL{IvM$#jZs;k+207#XE8$Y)SlfEwyy^R
z?Oz$6rm(2#V;`?|${+KhQ{$7$R^7{BQR};4GeXs)o1tCbh>Ghcq-qQLez!P8SoZx~
zkmD!L*@ya;FA1m;QRgB}@<oLgU+XI1Q5ggopy1Oc1huVsJq!X2Y#g-}06X?cFVTlx
zEFoEYwFZkxWne5Rwp3?*EkWP#`P#%;+Ux;ceM2eB$%`ji$fd3jt&!}_+_RM!sdBbS
z4<yTu4yonn4x%=puw<s{F`cV^qX}uZhn2XG#d*v?PJ6@Y-O+PTsiP9h5})}CF@J8N
zy|l)oWTDAczC5;VCVGA}kox2R$o?8`7)d1J=;@c;OL(O_j;h$k_1G7TT)k=G!^zFK
zh_{C1jXRRl_ePtgjOVNZ>`*4*CCpNrkL)fCG1ia6h)F>L!96d3{%O$LO+7qeuJV$E
zE<HS|IsDRKp9J|a#)}(g=JtK?zn<tRk!{Uq7n)be6sNDfg;`ci+;d7Y;i9oUGe302
z7W&%R)_H{DZ?rx74hzk+{tOA<V77YJ14(_^EY0mf+Io?#(!q}z(hi$l`-l`pXoiH%
ze1SlV`gw-Mx70%F9f`>g5~^l6f6{kO`xn=75wDkCJi$koF|og8A>I?PC6Tm6N76H1
zIB#syPL@3%;RMoiOy@%!e8rv5&S_oZdGZ)f8$Gw>?b|Bdgcd3f>KlEJ!nc`vtgklt
z+@{z{?+K9_Zzd2uuM$M<t`<AVUR-LEJnvHz+m+gqZ%tiCUqu~Q8-~BYGsLt~=T+mJ
z+@f%9n+KP~&XZ=#dAq{TSdUV6z4*f_r;^&!^pzF%qz=mw)et9s#r|U5k#Qqwik>zL
z`xb$8i?&<#WH~XG@PUcT7|y2}LN;Lr3`R^Z%a>01qGdV95IEkgINM%Kfzv}H!78<F
z>Y2G)tS`CvXRBCKyJAfkdHuc?8Q7uW@v-)ij3}9H8QX1QmEDMM90y&;4$4%DZee4u
zyJK%^FD|Z$-plK-h-mOq;(Z|}7+6d}Zr?iL;-Fay&UBr=Z4Ts^cn__m3d>gH10n6p
z@mD6Yc^Zs`SFIpjxJi43_PwBf#HY=#_)B=4*2|*gO7uNnpv5;rY0@#jmR^m=;N-?{
z9w>ufVpJ_8d@f>LzPykxkus88&WM{~-Oy52pRv~vO*28Xu=SgfM4@-6nJ9%@G$pU1
zwl$F&r#5~bt=0SNK<3ciL@QR+DYB|rvn@CCum|bm`B}pd*2&c<!;ejGQ2TUK+wu~g
zrs$vDZo{Ju$W4#qo7EVKO%{4exF7{;ffI1e5CPh}^4sZ-g~(M6m4BLce}H^W)@P#<
z_k1zIWFG6NxuN^dvGF8zX}?#F3wk#tTrg;d)|o!mZNbPdk~u5XqoVqF1QeURp!FVl
zmrzeBdqbF4q@g1(Ov@pi@Iv>j_{g$HG;_xl0xtd>O@t35y!9GgzlcQ*E#h(9c2p##
zlV)x(b?SJ6O~Tnc9EK{CM9s@nLnL?sg(u_O=19O^29F`Yq&#q^y3{S2krY>Q@il>~
zE$^OZcd;j*`UP5hUvF5eeXj_FDCaU6d6(O0l~u9Y66&%S-879yz{S#fjtN5~SN>Zb
zon1@nyvXz#db!w}AA2!XgbC_>Lb30!w!1~w3VS-v66)^0rN0-VEcdi@Wo0`Aw5}B!
zw}R$qdx|Yb#zVBIb}D5W-=;bD`J+<XcNFGRX8X7R<%+2|*C!XA6WtxmOsyc8(uMK8
zAce5}NbO7tBlm^oE}7J?ROc)y>6VUVImH(Hig@uqYVRn<(I3A`@GC8SeNFC_c?gHv
zfS4KPIJ(QLpf)lo74=~CBF<4_Xq0yx(><SN!i{-+ic*?!XZK1ech@b;WNJcHOJ<5N
z2U!_Ri))`WR3KA&`WcmTTjvCky>US!cCwpB#q4m9I7_KzFn6`wVsLW>^{Y4Y!qwL2
z2~f);-#>Cxq}|TgQC*5G+z;QLB~!cRj<h8?NA(y_RaPj_QjXD=Bwn51Vpdybdu&M4
zW89ZE{uDd~JY*B^dLR<s(&sEUlE02CHePJTzF#O(xPi^Kk7+5HmM5R4_i6FnCz4X0
zj=fyCgtPbJql!(`&Ay(mmAt(qQ8_dhG)OeJAB<IRISSAc)}ENM=}9-`y;t~!K2n(z
zr3Th=Qm!Sc<r6RR17&E=*~QY>nYu*hJ*e-em^fRkK)vB4WXxc7Ds@_^e)f`V>)zCR
z%>YAs9wFD7d>8X4rK!VrO_iGj>$j~U&6Eq-GiPD~h_r_2%6=y5zs@LVAuY{4Ut+NG
zNZ+zNrN!NPU~-cg^ZnFZ`&qB2*0D_t$r|poh}Y>9yWHyt$DiuL7xp~`3y5j9QZd!$
z6<aF!xkGsBzp(7xN^249BI78xETOBi#LXy5<PmD?DF`jDcaErhD8BULq>r?zLd~a~
z`K`B7Jp}|O)U6WVWPIV%PM|hkV%dle$L`}Zd`htqMijel)8zb!ZE`1FV?fN=k7JT+
zc9TxK@vUA<<3RR0UkIJL$M>58@e!uQeIHjXQJJm5%(?jAJ1EiD`Jey%*-A+mCwG`#
zpFmgnkd1lLmGYqcl!acn<VQJGbT*`WJMh^Z1Aa6$b1~yK!^&GI*(94{)=Pmgt$s=p
z#b&Bb|5TcM&=6S>W%9h%CYU;7-*zGaMUjkQfFZ9&#8B0y%{e?zcfOEx+_{~+;-y&s
zB^1TN<JiG1D+(S0EIbKT*Ja(8BvkPNLC@4iM0&n-&(<e*K!?6RrFPL8Cz6$fms`#J
z)AMf1j?y*?RsY`5vo0~IA-;K(-x9Ij;|wL7^bA30J+~XO-1W<_WBdqkLN``cEX@mg
z<|q3)OARWMEpN{|89J9(#s^L(Xb|@^y%(vGDcolXC=RqztGVuMu55`~XZ}(h$i=D}
zfvrX)OQv>5->%QrN@b?D!nVjgVD1yX<hn`9K(<9k|1-5}iJlH;Y8{mp>%#3qw&N5p
z=yJYp8J4#2aK8<Iny@2V9$V=0pfI6uT4t;8rC7{3PYjp#yzpJRZX8rY4X6iROqeY4
zq^#qcR=asJWbnaos->a$e1^NK7Lk`GM;U+dhm9f17oV~Fwj*!yO;#1q?zyy2-`5f;
zksKkbtEyMGjGpopFRlz3PIU;s8;gbLD!gK}Sfn_;M;Z8LnTeWJ|4jbk{qjllLV|Ry
zZ|%!<1~eoIHdf7a$%lwVnPl`bCBt%qUq~TqG&Bcq{xYUB+xIlOZ(0mR;0!t1xWy<-
z6S4&`VzH>cGq6;{|1wKzOs<M&fW|<SKv#NFnDN-`6^|LEocAuK4P}&N!3B-xm3fS9
zRM}MeJ)Bc-9!Pvz4XWT9F<UGQv;|Gt4#rH5jRG=botYhqTG3;#vKud}EE-g2IiDZ9
ztQs1+1McIx+~nD}l~!dWzZ&NcB?__eZvl40Ob;V4JFA^JG>#i?{E=~8?%^NB_Y~6H
z^|vEpwnR&2`a8YpQNi*WnV)>aJPeFqShff!_jnm|^vCCGg?yD~EDXL^y3K9*R9^MG
zv9Tj_;6_@OyLFDXb(`=gK&eWWsWC?R_hzL{-LykrVScXs>Ak_6qao<opVT5#BpUkI
zfs$8Y`^wJBtU~B>JQ9kNbA1ReK~Uq)O=pqkPL4jepL-X#zj*pEy)5)bv$2$Qrcrlm
zey%U$gSE4UN~-c7QwQyoj9vI=Sx~)OPsFo3)W+pzoij%G+ceWvJLav#1mB|HQ~kQL
z*B;Dl&`oM3$9TN*4DL|m%eOA6s^9OGq>^Q;Mmf?SVg};0kd|q)Nc%Zt-?E9_|MZ6W
zwyuyyGowTVD~$=%`ECa-TcEDsJF)7Bfm@JeV#-%T4g7{IHigY`lApaA4`_38ffA~g
zu_EGEcioQ%Pl|ufdSJRnO(X1c@z6%{N7iiN2m0HI^P<5a6mM$zBx`Dmp4A{?qGJ$6
zMm(6i(i;UN1B(>XlA@O|Wz4=!T<-V)*aUNP#~oX)F86dR1Wwsr?nZxM@}b0z^R*ic
zyY^3=O$HagLIYzc?ke$gy+J(yz;)3ggjj`39|UD`m!iEk-t;IW4Xu1pQq*~I{&Iv6
z*jzohqv1y%WjAb3mMxv6ixrZ){-7hhoVa;BX?)#YhPHuL#H`OLYSq_9YIdij)566m
zeY&QlC+|x~bGxC2dK>+s-UeRJ8}Vf$|1gjAC7;k$0~tdi)8KKHg?uCpjtRY)QMi}C
z-%XxZ`?yjs?oks1qFP(%#;sCRP`dRrkB@+^hb6UzQ1xzo(WTGZeSWC*Tbtt@=~<6}
zs{Jt3HXl!3bNjWG-Lu&TA?C9e_2!K;O?`^gRe!Ltrd(C4`7|$*il;akXj%IT_n}96
zOKSIN$x9?Z>FGD46=%2PDHa(wc!vY$3%lR4PVzY;4Hh8PnA8-}m#&8|F5-BnyuMAb
zz?s5%+|xQt!_u>KIn*Oji?XBmqYz`}k-OY52CRpj(;fT=>p?(Z>~%MF;Nw)A6js9o
zQ6^MTvL{oiXy?Gs2pO`%sArT9FAUm*uHL(1A;bxZR|s}K-V?Ye(=!piGBYJ7)DF{j
zDJ{JdtT@QzvVz6^u}8R_Xbz8fVt8GBWIGhY3>XbooDgwL+ttldC(2|QIWOpWd^K$=
zdyJW1rXUj?VG`m`6{fy)x!pEpUn2ZwU2%K2ON559NcpREHly|}f6DXCMe^pB&Ac&7
z;*$G~XtLR}dVQ;a-EPQ6p#S0<cdJfGuFh9gfo8DDB3+2F4}EDL7a({)5vO!>;i+SU
z&LwIrG<w~;jjzC^^?*!P-Yt@HmhDHDr;3jsy(v<#3V(B-YI3*j7A80*I<-#ZZCikX
ztx9;UZ0WH~z1NHG-|rdYW@zJKwa>39*2vlDsTvLfZr{$a*twF6m_w(={RVVH=L?E?
z8=}*&Qt{l`y660|wdqCfE69w9pQt9Jvu9NBb1y^K#Y=|f^2IKybhB4OjS=;sx{q3n
zJ?AIfWXEZ7?~dnqHj3FlQSZ>r$$1}2pt|nV(B57;Ulzhg!qwfEoO7Kc6Vq~I_V#=%
zO@msQiUBQFSJ2j=Qj^GD=OdA_MZBDi!K8ug6&d^DMN5+OM|YUc&P<}4ir0pecO(3z
zM=4uH>08xX;?q05N&Ng3!zLLmXeCZoE3JO%6Sp?!Q}|EWRBflVn4a+5-OiHN)|bsB
zr87S9QvzjuhPF}~wfZS`fh|%#EUSJ4&A;mT?$r=1vvVOg=xj8f5>%KC8E=2Sc3exh
zN-N3#Lg`DBSOqQ7y~&UD^U7+Cc1jc@(ixe7#Ua~QbJn@~9>oP($nNBmsY@qsrMvLY
z*tdV*g-SmQmiz|YB4!261AkM(fn<!C0=1Fps_wihEd4I}_X^eO6Qj^No&NIH`t!me
zdx=eqbpN{e?+Ua6g)3)Uh>&*<c^S3X82{YOBJr^#b4$=`r?j|6?HM#A8fAiNDpr1w
zm_QmKbo&#hm;QO&Kx$uth|5%)LDbj!_6;OMgy`@F2vM_v)NvQScoSfXo|nR$7H%#h
z2c^D!>M?TJi=qn3=RE^C8%-x=Cq&1{HSnmK7c0P@<+^9kd(rdX0s(qQ(H24R1Mu$A
zwW3l3B*Ixj)6^erzF|&!cz={A<P!hrOKiMxZ<MYSV3sI)HB+_l?Z?0)qH43z$Onci
z6ri5v?odhjsw+<Rr$0|<2o+lC{X$ssw%9MkP+P-}$urcXSbFc)+9wu8liNK$jHQ8`
zvwF^mymb(#MO3XPKY#6#Iox~(C@d_QO9A%35H+*S=o#c;8x`~1dIzaW4JdK1U#Z;~
zz}(PhkyXgIc<ts^#4PolO4dZ8md?vnw9uqLzRAa;Y?ykG(gO9tI$*LnkNzVqCPgE3
z(_@61Kai`PqLk&4N>K3^3MhW;Go#hjPg2)Go~{09%TNQX_pUt}ePeQWOUH?*`i9xq
zl^zOl>q={bB`aLv7;-NnQH>4;PyDS}TB6CsRwL6k&Y7#P@dHJzKZF|aAQ;*f?^p%j
zdxb($2{Wd9?Q6-?3eK$sNjogr1))L#H#`O7c=>6)b?xz}czw(@%)j``6SqY)^*XAa
z=UBL^pl)rR&KOOCvJFJ|5}rzy9yfi2t>fPa$#Qv)We^i;5>d7JMA=brpxixTaEI{i
z7v+*CFA8J%kYm2@retn^Bz;~t$RN*9e@?#eO@X5c^u4HqXZP1ys5PlDLv5>Phc_QX
zH<-c#``!qBQu5NznX4S0f=@@e;4}#09jS})6imK#i8m8bWcU(8PP1_(Z2QV<ru*cw
z?yQuu-$WBg&9{OX@jQ4QkUr$1tU`wdHpfZG&-#3YMsIlvDvu8PFcJoRx4bR9<y4$a
zEz!@CQGAckrx8@&BY2a@3#c#mP6vJ&(F>9cgqStBL}5xdSK_&J%K4+QdhB@FizPN^
z=?sajZx~cj{>^!T+ld$71YeH5OYC(bxvF6IyXA;<NFhTRE7K3&Y~zq}sk}#Vos|pD
zBB^zAG<LBWzSM;TOBN*R(t8|o^7W)c?5jWdk2_28!D<tA`q5nFw;oN_y&W|SV%dQt
zyI)UjmJ3yD9=V1F;k}LX=DPZn{J^vrk`6^l0Ro(S+CX71`W2@|?$WqG_0OEHhUVjQ
zJ{qO&t3~1&W%6vDoO>Gn&2p;B!tZO_t=IG=NwG*uiM;WdJT&up0u|qAd~A&P^t>Fe
zQ++-kO)h$N%{nTJK!MWRulQ_Te|S}PmVD=uSWj$6>0E5LDq>9U?<kH63BvBDGG;*i
zNL0ugCpX``QBd3VLslqn!$!|k-tbkBUU5nc{S|$kB#YN*O3yo*eey`?u^5XKZ6-X#
zQ~>#B90J9KM*6MJFV_Ca&*@n<PVP&)tl}5!zCtrdbfk2aa-0~~%k|02I!=d?pAl5_
zEGu2l^ZI;jMV^vo@)HG1lo5Xl4ZYV!GVjG%D{9^<hr9YAsna)@Shx0DGBZ_FizR2r
zX`OvLrV$Ztq0v6R2YL)|mdv-`RyaAnzCCP1$I$U8H|wE3?gGK{KC8$N^y>H2%{c6w
z;0mX>x~Gt#9pdCSzdNOs%2uD;>721_V1LPfqfEnbo?Es0mcBg|oy`zG@Kh}eVguyP
z%-hFu&T(rhrC9pyL+x5s>-EOY^(t#UtqT*Xw?mt^HIE`2PLJa*yu~_bK*dpF7+kw2
zC{tLG=XoslOl#6>H=zrqncf5{lruCTk;IaL(8qP{zvfS{Aci`jtX`S$%U`oK0DXPz
znbyU?9f{IisZ)Djg6STYDuobf2=ciaOqwrMQ8>{yd6c?y*>z+Q`XqQ{R4Pyfm_cK@
zaAewH)b|Lqp!L<e?@K;j)W4&A=dt6eTMb;ovh(Tot(Pg)GR1;UIMAtuK5;Pa?_q9F
z61RT;K$d{(s{Zlr^WGHIS7|_9VG~{B)fOApz`mEpFSO5G^s}s=<o%+-LHZ?H>w*4B
zVebn+W_G_8%EH<tQqv+>Pl&3Y=^v#3=xq9Frn_J3bx;o$>NBl5;aK=|Nc`|J-S(m7
zxSHTGtn$#-agBqkaoQy`ywwRW#%xoCR}t3!&DTq(Wn0zXMX0nU`HTS|#7x%gYDm4N
z^yf1i*nrN3{{CqT=R1ziwej7wcgG0tXlP@&R{DN?bHI$6p+*C`-+li{TaCz)uV!4?
zrkBRH%gD0hdu2Zx^~^Vg<j{|ur;?5_Np~Tsw;^R{+ADCYl_(ACYBmGdMhx9LUQ~OQ
z_`2=lF~URK+Qyw@VQ)5ALf3z(oJ8CaFwU(2$U!lmx`U-4K7kjB%lCK`O-h-vijGGv
z;B|WSJSgddNq8NspTE&cMcrB)y#ibzvg4?cq&H{lx)a1m?p*x^DV3o)Uiz-n&PVG^
zdTQLpcfII+fL#zKxNOk^H@%!d(_g;2$Sk*(qw?((6Z9{f@@$mnJuf*QqJW4+0Mhc$
zsFmTbu{@3zQPJl9Vwh{w6FZr&FCN4H1Qx-0hikItooTWJ2qKCHNWB1#(*Jz#_wqoB
z5zhqVF&emQ!Ns!%8r%0}W5|P*GpGZkW+7f`q?G}vYI8?{De{N+Be4q<?KG=ns>cZr
zVNk8OfYRi0<LWtJHn?tIi{l8|`>Y>Jy3$D{Rrv8`x7Z4)jya_1I>3Alb<mohNtckd
z7p9bsx(sXW_rgt+M$3QEu`FzFC$kGQ0>I#j$E|UKTo4*MYMw{00mqT~llJ+J<_AqX
z;(B<q>ydKxhYeo<fQJH{rt2&=_QABdmR%#wlfq}(r?j>m6UM*6#~c*nj_VHO(wB&n
zfsl79($LAb&ZtP}?w<#eujWc3%b%jO0C1!m>ZYP@S=Iao1k#JWmLHbiTY~?fD8kM<
zl+x{83)5O^x@&JP6P`7F7|h|uC=K&5^~cavU<el>m)@>egG_2Jh*u0Sp*_!BYq>ma
z9R}18e4uEc6mQOWp|k}sJF(|<{`e&wKW%M`1|T$!p1{>KQo^9C6d!4f2G$r`(-C4d
zcB`Q?Pvw(ICUu%+CSCiv;R_Rn@dyd=%cH{w2*fQRSC>7Uj@!T1h9er@ck;m><g!{B
zH)CbwXz8jZo5MKncL3E9f17+*v_bv~tAPyJ@&IkKH-goXA^8`#AP|>`F|+jrSf|g?
z0oT-cH)Mye#W7<<Vmmqn+o7>h+eIvOKS6;@Q49Atqj-Sn!3X}TtDXUf(HR`}-vG>L
zw`Y_&tUAe_)RJN}lGDx!V(GqXrjz<@RLatQtpEf@G!VS;)_G#3*xn~E!UWx`be1|?
zsW7b)y6Rj_T}j0u57)F(M(ARgHp(gXbmh2~nHWn6(EzzzkyN{PghktW62TB3qgDKk
zz?+MB2DffE!<+O(m4j4``RUTR;DAIO7C`w<qhfxfx_UCip%eLbY+AuB;^8vQbrQcx
z?s1Z*XE@xtb>)L)rVQD07Ogv%{~3|;wzBUwHG11^(qZnlE-o-j=-$qB)}C*XMxcHZ
zXkL;RWeyiPe31xISRmnFIsX`IyAt52fUeXi>ic?a)HIu6*q0shn6RB<N;GfDsdRf_
zaNQ&Wc;P)&w3Iaf1V@JL&@w5{4TzNkjUNpy>bEu43?~|}2+pWQnnFi7ls2{mwX8Z4
z_Su-5NYOkmF3eze^77N!j~(k+xAw<;!;(uv!g>)-sBT#NUtFakF?czpd%m`Rh%VoL
z;`!fC#kk}7B*sB2=yhMC(8#8<J$^vMyWkLkbkeP8yd|Epxaonuy;;*q-nl0&kK`pq
zZqle4o$p2BJpj;Wb|l=wvRYwG?E<HHH*O{amO6F$7XOzHo}O;Qz-=?J>fCGbpG!KJ
zDxdI0PN`O{Ifqh8{0@)5VuKHqWY`1+kN+DhUZJzn%<0BRKY3W<JjN0|cQJZif3~8@
zNqsh7zqu(tlp+?(j&a6N-JYo>rJrhEkV$%4acV%U;D<^0pfAlq*yv<&1<u(E1afsd
z__0!!#E#Qbt>I>#u18hVA=|}rEn$wbLc74fGKyWaXL>nPFw*RuJR2si@oeqpNO!49
zK+oEc)X1OU1@oGL;Q2z%p85R8yCDuA$KO~cHcN5NEk=5Hn=f`yGHhCMH>H^;r*X<e
zOJ5Qr;%$fl6?2O`;ig7wbBc>eaYbiwH~wncI1nDR!Z(wfCoLuQBRY|CG4UONZuM=a
zpwlS|vfU42q*LuD`)-<YP|X!EI>ul<rroM&w<LI^8n`{!Hmx!2jjN@#REIf|!y37j
zZ<0}VSk5?z^_qA9fNj=EmOqSm=*J}`jPun5wH#{HepK8Hc|=vxF%aRj^*}+(P$G65
z|2tO+Uh@aMp#n|3OB92m@2qf{BAJS`cgk$$A5IsucG*ynW?ZckTdni$DE;g?7Qidr
zBV(VQX63cmGB7=!V8!!fSUzNWvP0h`TaHkUM=~sVEqT*eo4qN5Mm@!}#F7@C6@g#r
z!mqqlwkoC`5yqLqrFPvWo*|l`dA_f!YTaccJ^A*Qvf689KBCBN-De~@orzfHKmsY#
z&tLAa&D$wT-kWkdj62BU>%hA>QrTe}?fYjnA9Ixw6Ttt>x1!;5n%wB^vs8s^S`Gti
zeU>9%yiOUC#i#!$JT|7AFeehGT&C%HBhjJjDH{5E6al_j!DPQuFz4W)LM(<$m3LoE
zMukdMCtq|B!O&{4VyH6X`=j|6vTEa45OlRfqU3>b_pdV+8^>Q}G?bOCb&%aK!JWH~
zCqP=?OVyZx$y_XhtG#U=8I{RRtQWppU+tyo`ksP)-^<1zs+S<WJ(5YI!jg=NSY54a
zQqZEEQpHN~lU`P?3QSw0yY;1xojCH#yweeo^KSynRlwUuKgyat5`hGKa2}7Q+>IE>
z`0NCQ#2U~R!8;4`Yf7lFKS2L~mj&XAb&UUd7Z2BOwW%ZP{l7o{=d?Kt*+-uC>qkH<
zKD)2{Iq}Ya6$%bU>5!=ikC=;rO*M3mnfNGY@~^+~=QYwE!dLyj7yUCF|Igw7zY#sm
zi2k30bbzS+zcu=QyB-2La$^4fj5r73NnopNne0E&DI@S5f{gs;WA1dF9t8hdtKbgS
zyZLSO1C~CJ2e1Kkj)mA2#=k!EZ$|UyBjRF^_EU#JJK@n!?!<8g16c-WMO~*?%}<ie
z1lh~pI1|8yo9BN1m)-F1d%{D$;uXZ)4XQf&_Hi#xgA*(%qV*mR(pnViydcz*3yxO7
zJTIdE{kMO<F6gJj253&aH*kbHg?JuU0lA#xv1j<A6euy&fc$L`!$YF~86z2G^fGeh
zPDQ_&zrUjl%YjG%;(}OctC@#L<Gcjy0KtIdt^Xa1Zj9IUHQC)S{Wt$Tz>$;n1qQfY
za$f<YT)gAf?qpH@>r2m7ls}A%cN~4ygF_hMn}t}6Q6C*lL>|{^R$Lns^es&l%7u6a
zb=Yf;B$vOZqLb{nhHm#C@AW_9(~0M*-yG@zmq-uQf`@EIn;>)c0SsNc)1rRa%m10k
zgG7rM_Z`JUVr)vy!}~g1wI%Upx>4%>A(}9Nn2XCG>w}OhaOW|F8jjA_!4r7#;R(Ec
zjLwJE2zY`I4(Dpa^$!Sn8nxJ8M7MMUi}ip1Z6)$=EB$Wl{pa6a1QCZfTs9d+N^V1N
z<Nu`i(1$hl;lKQ(f7g73IFvm;Q`Fo4`SJ&ECoqqPw4XmQq|}zdqQuV2wpo!oq8asT
zuP89X=qasyZDl<=^wyMU&>3?tt<wO;9Vfs{x#fFi>Ha(M)|S9|Uzp%HHguF~Ex?AW
z0*>f4$bbV!Pw?mdUS_&s;feoQdaX+6AMMODBhm@~`lB?)gBud!YDo4amY<(G!wIfR
z1iU#47HtW_qd;LUdh?k{HNTdAjDShY#L&SJF4{VM`TD|%Su=s;jXnwNAV7u)(+u{a
z)Jyz*;EK!?yaAne4P&_HeP~~|1wyePkma7Yn^b{{((OFBkrVJP&tlSL;k3)vr~4e?
zVf`Lt0dcsZ7X_0}|Fyu0Pm37rAbdm+3#$R~5TaxNUt)k<2sTnbc$8jzp@>08>Y8dg
z>G9?|8fnczu~a-1vZct~lk09^=*=!>rA-as^>}$&AbdigYe@A1gT<<j$J5DPFb>OI
zjN;0a=PO#fHdzgx<#eIutoy27VcVo_QlZa)SK8o%cNM%*&MRqH)SXOkI(hD@1`egT
z=1b?l)&b13%un>ko~l0|NSr&e@iJaN6G{ed5Vc5DQwnVmcSAVKBZ35XE)1DI(oyjm
zKP<sIq3a>33?Fz#a<uvB!e+=_vyFS^RL0a2G}u(K(}~Rtso%4hMyFMTmEMR5D|<&9
zpcv}aM~W+76OG<#eFbo5G8%@-A@o3~rHDCN0y@Zj;<8V_zL%Ssxsr5P&w=Zcs6ax0
zXS)0cP^P1&&EZ4@O=R7oYDv%GrIMGGQYR{mNvbuhRLBv|l2_mwy?j>7k6~v<Hk*)z
zuG&J^wKpo5z1f&>gP3(6z{LhQAf`Wg!>BXuq^uzQ5i;bj*lFYjIjiIue4isZ>&#;`
zyk0(#GPq&CI`IvRN7=oWtAAEuFc^|anc*O1Ir5aG6QMwy1oEM$6%?ni^Fyx-kctbK
zNl^5cvOQGW?b=IQM3l_jb%=wiev&VM@F7<gkOOr<BGD8F7!)@6TY95^74?v<_#d|6
zuUE`?@l1oD3S^oQqSa~hsvjwnASb;TM;$LkAcvX%DyWqbS4j62)-|(H@&GAWGfE5`
z112=J#Fjell2s=ldAKDAJxuOjCU8`<lG*xp**Ht~)q#ir9BXcJ^qd366K~J{y{%oJ
z-LIGYUFt((Wb2R94VRZdau^%9TwcjJm75U&nr78&OCrrI0eEvJsb0gi#&N_e+W}<2
zf4plOkD!X%z^9lhJ<UL-COZJ~%s0h(OWK1J)7;Au+siBvyY--U{r~zp^LVJ&_y5Py
zf+I!J$5N`Xgb^~<2#2y{&C*!2k2OT0L#f1A%9>K7kr1YgbtKA?BD)!TWh;A1q@;e=
z?VO79eLQ~s)jl)tx$kR#Jumjgij*p@v470aPkRc0y)9Gs-47Dje!nYKcaGRcPf)`G
za8;Frao};)Kr&>X9M`Br+`3b+RXg2K5w1KPSp910LYtmPnwZ_ANG6^C40_3p%)OD6
z=3}wP(I(@|h@j<BHh4MAM7<=>U~RUIKC2_RA-%)TR{w#iwkl%{@E|#1`#2Tp4=p-*
zY*{S+@<Iqd`O{O~=}><4!oojMbz*wkoa)Y)CVtE|<jbgfVpv+<M~v@D*i38(x(G21
z<uk{JO`j!atcm?Y_4S~XbBz5^>Te?o(<~rt7zDUAo58^km+IitO216OHHx3ZY|)a@
zI)ZP97F1}-Zp3#gv<U_t&Bc1azVCi{Q*QsK={`9R*iK{zgA^r5yte^A^s{00%Pyod
zK(TLweD^9Rn61NTVLJ&$ZFV368wP;3*mHmi`+39R<jH%0lFBX$Te1lVD4EoElOWSG
z1;o4>B+s#Rsr{}hAVLchVeN+a=@R_e3Ljz!W=I@cuw)sfjsdmb$@R)v=Y!|0U?}pl
z0t1JA>;xkv9ZeKfgT&X}=)yqk?!P=PoP*t|tdSfOAl>VDiXHt34>^<RnuN96_5jKi
zQv?gI0pg1b*%d|&yJmY@LS$ivW2apVj-Fklb7i$Vg_kwl4`*w_2{XR&*V)SUXQWh8
zk-`y(7F$P#j3@2j7hZNi<6?#pj{|1%#VSt#t*5}$AG834{*@uK>(Wj-I}SJ>?S^TI
z8n}(zj-mBD0Sa$ce;jzQ6ER?39><6*|Bfk&HQvD6W0f25J5~n!qiWzK9Nev3Ng;r!
zlwnmAns9fOaRm~U{)wSl;$XAV`#(_=g#)n!cB#M)^Kc-W)aJb(Vfhc>Ks9|cxF?FM
zCgZww{13D>)J$k=;vqvClaN6gAL2841FdJn=qRHB=SL(L+974HVOpB{3}9x{M@|4&
zVGwqu8!UdV`oZt@c;4((=vi1FbJ^jFf{;f^kMnfbmNjq~6y!}K$EfT;US%?3F~ofB
zGd)hpJxmq!^d%6S@u9*68YfwYsA(eFC%~f%^)3VbNUD^IRI6wPr-mDZEC{I*|Bk}B
zCL}no%7&!ip=u=J?<4HYEN)wQus>ipW@Ub@I0q46y%BDm#}wDMj|T`jFtwg@EbFp6
znJNS>lFJSPg+a7oezCW!(s_FTf3Kv(Dvr)dAo>N)NJ`6<1FIaR&ek$$@zg+*n#Z{*
zg{yKd^?moHa(c#!R-VAd2q13ebD(0XL4Y^s=3D=RKL4&y#;QQ$vB(ITSaru%>}eXj
zLT`d>*YCrh8hT!+8SS1&y4sY{sM>PipPdfqx*hV>)l#m7mje3@!eJ}%D>>dwI4M?(
zfEhFtu?4Yn4H8yXpT;?-1q=~qVLQ7tEUH#gqsM@)a#^ebHE%0`oMk-`&6gKw^ye-C
zoeIn6*Qz!MmdvYT@<rW!Cc6O#i`P>~4-l_42L`~>lJ@GSlGn4>=D{~0@G$=XG1_!5
zT(e|iPvwLBc3lZ7CcA396?n`Kk$(9P_JfkqJh+C_$`CCMf|A1Wt7K#2z}=Z;&(Z-|
zkB3h;#4MQq6*@DIW(-e1fQY&`Z4Tz2OL<Zb^R6+7NU?t6?=GFIBmeBp`S<xH?wtkR
zWSE|859Vc>vQh;wLI=YSeX}!-@OLYvS11Di=%^$Wkwcerfm6C|x*Z{z{ca5*xhHqk
zVjZd8tY$OO0QA+i@-TG{L^jR~Oxp8<*DSqU=iX{Z1dS${U(nDex_a_sS`nXXaFs~5
zcp5~qETEV4E(5JX4OFjt%c)^s-!-T5sw{sxW?664qILEX+OPyRxMgM-Efb37SCaiS
z*|nd5Ed$)Vpa;m(2az8I8|s8?$3^;$PUS;R4T%D6y3;h};=#+jDRp@zxmd09iB73A
zPgk5(LEU!eKy%OOyUM>#{y(9C4wNm$G}pv>T%2W~;jV_LW#<*xWh^jx$JE@qc<5B$
zuqyS1C8%|4z@&I2Tb6m-Ey9?4>e+EfG5anlzuqTxV)o6`N_^5dY~NKbylw&U`vt43
z-$C)kjx?@K4di^@Z=kysLQ+!K$;NFH?;$f<gq?0~*K8Z)a9S1UYo9K9d+T-Q<d+Y7
zk6aNi>TB#(<OlPz*q&VJm~3R@{@B|4>H0wg%tj~be+#eA{b&XD!b9K)+|bIp=-(_?
z^+k{Kz28faRq?^vbK5Xpud+M&H~Xi)`oFdXLG2(Up>hoG(O)Z^9MV{wut5AUjr{0i
z;wj}{zi$}Mv;y@~7>S*|xa->!dfffDxVw&6;Xw_x3j+Z1<cW#Mi+1!JxzpSADxt0$
zA|tvMW&jRsHKYP>1_&KR`2${WaW>aXBb%6E*19PtgZi#WF1KRIye0cl0BugJl*AHP
zuanpD_^yE5UD{5JEZ~7-oQ*75r}Iyz6|t|eVuW3co{z3;E`18k{Tc3n$?=m6MSArW
zei`?5{{F;BiF4J=!q<yq>3toF{uIndfzP2xcZ=^H08W@qzd))=aCz!}?pO|aN7FJS
zsF$)hG}G(;fDK*s(nL7w`>R2#?=TeF&uoLndtuaC@{ab*raC<`vr`;moa7F}8Xt2*
zh;!MSlHP%}Uq;a84W6@X#cf?X6QYh#txeEo6>3O7Knbcrm*?E)o0L=OnyN&M_q7z2
zBU*gUHMwo_dZ;dH`XJsp$7}v`#NI2L#PVUtnVZcw;VWqKd-^5r-&SlHh*E(ZSk27P
zS2qy&z&FO0U~^inmHU150dp8*3cfRg<ea@?tXlKB5_)1>;Z8<5<)bXe=#GGNOQGFV
zsoHiCVZI45s_TiBZl$$``@0sOYi6nE1Wldab55tAy{zH!_-l|S&Vru&AW|KaT)AEA
zl7CEuI~&V9D$X{#=a^dXgD~$W3>&YrwgC1(N-NgmWL(kq9c_ny9hMdAU%pA^y?^J#
z#2@*;o%WV7RYt@J#Zh5E_|s+&%?=4{TvL7&Cgg6H)T6g4?jDcH$i|f#6E$I%St`*3
zX^;^cmf2SksT<jR*#lt+ZlmWpfLuS6CSG9K$nR%Z2BENCbOK=!hLPowYK-02<qP7m
zN^#g?vR$k4w(o}x=&0<&#H=5v<{mZuux4|KZlLur5-AehRy@wq`>K;m7}5Jy>Tlp)
z@gW9n;kEcjHO9g1FF2z7VoF~HHPTg<U|`SFKH`x@5$njeF9YvGTqLxL?_Iy7PCN_D
zfq=zo?#dHKbfY_ZU408hJ{YQfj;r0D<m!oI=g7uXYhe<XOlg_Ru1}k;Hr?Z}!$|;e
zHG1B1&jd^{dxn4cGP*-chW1z@1cD3qr@lV@Wj=%OWt4s}3>%$zQPNb}SkNAP=d3zu
z09H(HwK=!!&v{4Y%24*CEKV!WwA-&kuLjMIe5p9(8@BHbTE{1=5?F8IaO2q&M1o?`
z{<xAj+5fOsMYcplRsV)8pvc{W5pWbg;unXdiS!dq<P2ql=sgx60WU6t<XG`GkAv`i
z8S;*L5!Kcdx`n$SK*vu>L-^d6RjHYr5GHh3O<Vzp9;|(k5ohyr4{WfwF&A;oKzmzH
zyvUB@e^2COO_c#@J<Hpxh@+4q!i4VumwHn}H){kQ1D21oi>uIKD8(;~;_(&$_Y?<G
zvALaj(S||_VwHwb%0g}@X)*{I*=8JfaiyxH22JE>7wwP{vcVT^KHBL*%h+PgZZQDX
zo9tNyk>P25tG?!v<rWk|*K2O=h$PW$FV2~)P&^t)&t2*@bjvZ30ovOpJuJ_W#5yn*
zX9a_o7O;t2jo%QB^DC*ZwR$(=QBxpg>TYO|YE?5TqMRbtIo?SVp$qctWl!qlTyL9O
z-;$F^L&WiS#Nv$~Xv#cY_vT24$06A8s{fN$R-6h`n+a&6Eb-bEv+Z5}M@goH!CNBf
z7SvwkYlLdT*-OtF2S;x|A2#eJnDI_B@?&wkRqv{<J~DAOjNDM?6tIq8b*l)Q8O{(z
zbPu%1Wu+~sxWLfKAWV~NhKxNEU+`i=mwu9k5@cCKFv<{mVLW;J$2XT9F!b=$Gb3*f
z9)N^||CI+<xz}$#6}9h70*jZLP@@Pt<yO=lYs81TNM}x%)S_`~?mC3g7;K%m4Lq$o
zdGSYI^?JOLoi|u=8ZaXpP^LKd=G$$rE2z#KwJ;`2&5<)MIueC;;&nBtwTZf|fLz!$
zh!EGE=AwIb)#h!ldG16A5!qfsMzwtHkMRrkiqC`ejp*(fhhtbEbMdk(?T-^BoKx5^
z5pH#B2B^n&33{?pjT%&yBuhPfPO4wKwwZb6eD~9wLrIhg;I*d;M#-}qMa#JBQ(ds!
zBk`tQnxi|7gX0>F2C@Pj79pRZ&)}&}2n_A1S7zZ8KF;TNu3_2}8!Qpnr@bmfg>10-
z2)Mtw7zO3u1m*k{QH0PX!m<Q4IWKcde#=W!hoTVHHff3HruIcbja-tQ`?>o@(q@%j
zf6@0cxBm8=%q)}~-9~EZSJ1hXu(&7rO70Q!OOQ#X(YUZrJYpn^v#{zmeGT)jfIkxA
z(YbqcBT*%jzCOy#;dGg8M@y37-8WtHAB|Ct?s=wYgS+>2R$tN1W$yeYo~bUyU=Dl1
z-bMfAb*Z`Ooqfh`R?7$T&t&_zVeA`5$KjOif|%f3-#}teg-RyYPO!}|8q7f|Sz7J^
zj^hEK!uo@Is$qxL!RMKG>Bl>RML%cxF5lp9nF^#8Vegm^^J3TM=HUNZX;hV9pg(M^
zQ~$jH0VR<#yUE4fA#*ohGvTdi#<7N{p~Y&EP^@yD9tUZ}aOCNy*q22!ma-b$F=}+J
zx(iI@@Y{QV>npswT=vhlFuMq{Y?FOU*nZlB`5{cd(_g3PB8~L8Qfsn-SI=iSuEMAR
zpvFb1w1l~$i_)(nX1KAu1O7pAnH0Zc5#;UI{E@4+8J)|5Y9=IWMTprd!xqriK{bf?
z?(kjwRHjoFACQA%5e#wleDY~A=li`^yWp9`d4KshYM1Iye=%th)lfut@MCu$`Uw7K
zJBC2lY3+^4N<E#D&p!UQd**b}+AM197GxfZ@5(x0)89Waq(JL^rp*u?c{l9Ky1vNO
z<>yW-w|pc`l}ik}xlwOI43so4G-S>wiEORC_{bu0vJrtazCl0;fU-*4`i95OR%e@|
zd^^C+i19%-zMK4d`$)qq$hSAUe!iS`2)5esl%4q-QpjphFr`_#=(0A>YuoogZeNW`
zrf5@h_2@|Xu^}4N`&gXDqx*wJpD#Npmd(Fe=sS6`PU19GGFzQ0Z89s>4S|&>L<;Xq
zI)9AGA998~R`$bD#*`!Ykr#sF0Fb*_TUQitz4EZahH;;yGGX&HAGTU=0OW@OBsljK
z-zn?fTT2<nW?`(E(v&|<yH8dv8)vc=Ha~wqeEBS|*O!7cFGy0H^|CWCFJHrJu^D7n
zV`Gx7f}i2`)BvX0G7NiH`#&)_52xxw_m`JAem&21q0U>%VD^0_FH0|efEJ#}Wn5lR
z(41Lz)P83N<%|PohzQjLB^?U)O@U$FnRugm!oYr_DHH<=i44Afh)$9Lq*c?uQUA8e
zfPR8}@@7hGf@!Mw7>3dh2@_-qUYjINj31|3_~i;wKRkjx6iw4Zh%!E-*fF0uCy|nw
zKie-Vj+GrP&W~3~1+R6Qin7Ok{RUH#1{qt@UHvsb6@@eoj<{?A23KfLu@9xsPaHgY
zU2^wxT*idqmUHu8pm-*ii_4cg1LdVY6}-P|zC2#pjbEDCOVL0A19iY&l#s2*%YFyA
zl9=njSeNlq@#UM(e!woqhwg-Bd1B<~Gur0wKfaHtBs+~mM9PVleN~fnj!&F$867s-
zCsx%8m@0cba|=bJljqcgWr2W?k=o}AGgZcF?na_oM;E+nw;tJ+#ugJ+X6{}Fne9a;
zL+S*r+u6Fq%>9w;s_izYs>JY^`cp5la=uk_w?^2jb6_d)B6N&TdlhZM(^b=GN}D8~
zSbL5kUZmu>N_kVE8|^J2$+WB%of3?NM^Axb2>7BGn%vfoOBr=|j=DGudDJvpjKx!X
z+Z7HPXC0^5Rdux$>4nh~${cAuo&#IS;(y=fYTE?adzzq^9L=XddAOf!bgdt1Q(?<J
zKZOzXAdDbZyOJm($B*NSHtCYYYDORcH-PS*ol{$|y)P7qx$cY7g!#9vZx{h|!%>su
z-u^6u+Zc;v!8Vr0iHI4)1i}mFCDNnkBM5{3k&xulMf)(s8wP*HL(phl@$z?J3oraY
zTdxFhD5)4*E_D=%)G;h6r;l5Sks103YEFGV`Nf#Xd)ihtO}XxghuuN{VJu{1SSWk=
z!+s(?lo+7NAWFPoZG1(oq+KLi$Vac#!{<eiUsdqTsoRCJ5yKFYn2gy9=G7j4rx{h_
z2);q~t&zAs={Y@{-)2i4U1NFvEVew<Q*t51%1<t33ZmAqVN&La_{#lt^|yBoY#hSt
z?T(Cx*Ow$tY6$sY8{FJ@JXZw<DBm|^4rMJL%U*2ZT~oEsKaA?4yCY?tmpQ{yyr2Eg
zg^4Phmz7>T<~S~>djKDi#0o`fo!HEH@tUG*y%m9TFZD9=h8!7$qJ;3{`^JRJt^67y
zb^8-bj)-&#Q{xirZss+R7R`MUP}#;NXk1XKW$C&y{-DVZ(Df5?c8pm6MR)bJgzB=Y
z<sXLE&LmwHQCy$zc~ADaw1L&=kTidT)T{$AoE+TU3kq_Ic0Oq7FwR4Xtv8ezZq8@*
z?%&{R-h1O>0OE$LT_b}Jafq-#dmM5Ur2`ya*A|~Tg+f1UI$f;bUGy7c+sPD4;NlAT
zl(8$!^5kP2AytXW|Eajqjr2!;=W{{bYu9Imy25==-Pp`=Z{+*Ow>M92hQ5&2`#tQT
z8<?yfCOqo6w<(EDG$$bjl5DI-W3x9JRe~ByZGXpv!fMzfx-r>CjKhz*2sN$<Rra&-
z#kQqYqny6KBgL)?8p@t}2k>`Oy{nmbmlLLBNEhi92?SvyeY*8Zs-8a&`!+5^?Mavq
zussp}IPXJe{5YNT?xo{cl`>8U=W6Ebat}~@gD!(1KiL`-Vj-9C^MzJ!Fw_(2%qQ&3
zC--VC{R(eX*|x^MnXNzcy^Un0;YPBq9$?tWXZV@Cyc1l`EP(A~Yv;#U$b6r{97%fh
zmm#q{y;Y>Wb3sVpsT}#{4l*zkPI2>eO&@SKrQXc{EYNiu#FQ@32jG2ad<H5XgTTj@
zZmYU}mKNlq{^QqYM{g;#9CKdxWjUXjB2a1nb(?PIpP+`o3ZIE~L;NyYd*co9!{y+G
z9${#C-rEq=S|QZ1{w+x}N*%zzDdr3={yL0M+4O3Kw&U52bwPhxxOhVa%2`>M)kInB
ztH(;47%hA&KRs=6b>N=C8c(D84to4u)cV`6ezhM%Cj<n#Vtu&-;h=>>Z)6{8F_n;S
zinpSrFp~DQ5fcOv1c$OneFD?KO?9J?r|?4$gpBx&4?#M$fm(48XjU~)73L{F<AMt}
z+i37xUW)<*=;T7x^<G;#cGbJty;2&3TC1d705}fYSf@5<igN>1K6w^Zh&+IJZU;O|
zCN8+f8BC~`HVc7$idL4(H*lk@$oWCq|Co86W1^^e@0$A!FDbkSJ}Gg-P4cfccWBC9
zw0u*b>xRYWY1E&%dhlZea{y!>a)bKrRi4z*Yb&jZiyPSPQ@^*J*wm>M3N)z{fzODv
zhjc`j%26KNZ{>x$7!V&x%O!J6LbJ;Bz5Ezj@A>PCg|FKlVx-8p)x);wUpEn!<)|<J
z2DP2X&=0`(Z$g`JaDD*Klpgeg&JHUed5CpM<~G!?ifT~;hFMIgPP{@e2W9n5t<Rr2
z48lQBssKYKFZ=tUuufOovjmTDhb&~Fh4*uhZG#m`tDZ4DhhtDy$0hBk|Mi7KS(KZB
z`Z96;O6?<;+re~_cmQUG4N^3ZiVx51pczHjQt&L7EOi%Gtcl9&gYbT&r1US`qTfm|
z6h2eJ0!6t$IhwhgG==Y6@fUG-k9Nhb`RuJTs4&g1z`d#+N;t&`-E17|F8tRD2y2{^
zgzeNuStu19<pJYmsG$b+Ol3bf(@lN#>jey_nJ@vsQ(SU>`W5O?VSZ?r?a?jop#cy5
zlIVQ7EZjTC9?>|j%p|k>3o~shKQGk3UjYqKKYI^fTKE~B!Z%aI&%n$^*$@PFt4Uoe
zX9z7|A#qHaS$Y-=d`^LiT}dV^+_}sgs8jIL{ZYZ4w+m?N$+vWuA>bgE$h)@RO<x4F
z*t-CCG0zB$qoj}JP(Q>rCw->63l^gNfE2sT+syUL+WcdOI(I>X>?`lFpj9mVRue{x
zvy)IKm%OtlRp<F45<k$`_~ct_mGDFPaQ(u{;96POkk=KoioMy>5z2&?Dz97sr~+}3
ztjydj_YA;T1gm;+O3vA{a7kpg>f6u5Dhh|d%(B9%C!r(lYfpg-g23Vrr-b~v4Txra
zJ}(yIMX)}|9MGV<=>6d@QbhkoQ9t0!)0<%LM`Hf)XpWV)&L=}y4^dVJl@HtlwOh0t
zW^wEC&Pyf0xLmI}aBkP%vuZF~;)a@8yJ;%?lXhSS)v75+@bL|9ox|Y%#=_%Qz3M*^
z)e;JL&%L!;wGR?znEw7co>f9m7Ef-!K>S#VHL4q64SFpYOUU0}2lF?$NQAH7DOmCx
zyZg@fP2$HN3ZNAPLvS-aa;%EpY7QI$`nbrZTGH+)ec}_2Fu^U4w5Gm58}X)A7YGf$
zUOaMj%^d|gBRl$b{-+zXYDJD=6O(gGn&);S*G3U)U!r7!-aBBvWQ)P@)FzG@%%^>B
z%F1<qHePIkQ=@e#kAbZwg+`CJ$=p6K-VNNj1j&=HDkRU$^dB}F&h{}+?4$YF^l^+)
z)X5fmef0KtS-hODs8uMXCu#{BmBK_)(|abD|MPrss7-a*D1FVAUoFnqEhBU@ui#7*
zC)W@4ngW>|;TWD5VJ-y%Z3gzSwMtieXZlJX)WI4_nTAGx7r0J;*@!Y2`Ul;wINA77
zw*ZE~s75n?3CfIW7TbCqj;e#nruA3tM*}l^Vau-%QY8Q_+!(K+gE^Mcoa-@I9j3PZ
zWRHo{kf@J-+ni$6@hu0Kvp9^bO`w2xqQfjPt=`&A>VD!X+p^;REukyxuT<ps=Wkn-
zevBiQkW{?bUJ|9}`cylRXtc9XJ*lLFbS=tiew|r0i8W5*u$$$OQ<`^<FY#931s53i
z;l<<bhy0%zXVr9d2rtY71j5%=^Kh!F+dXF_3iDGYt5Yq>RGejylINFe&5v+aQj-cv
zVk7uhfj9EzBJuBY4tkEi3(TZ2CCX=Im#-G{{BvtU-Qc>IWA~~ltv)Y?dzq|0-H&_Q
ze)K=)2COWNbIf8MdpC5=t@}3;`8P%W*E?i8poep?%<rchWR=rc`_uHVV7g6z>}XqA
kYybcIpF<UeW`C@6`-4a4W8>c@>)?mBroIMQ{lta;2i`(iQvd(}


From c06ea7cf5d62843ff787fbdcfe9ff6273a6d0689 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Thu, 9 May 2019 20:32:32 -0400
Subject: [PATCH 38/46] Stop excluding AWS glob tests

---
 src/ci/bin/testCentaurAws.sh | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/src/ci/bin/testCentaurAws.sh b/src/ci/bin/testCentaurAws.sh
index 95d8ae8da0c..e6f1a668b27 100755
--- a/src/ci/bin/testCentaurAws.sh
+++ b/src/ci/bin/testCentaurAws.sh
@@ -34,23 +34,18 @@ cromwell::build::run_centaur \
     -e localdockertest \
     -e inline_file \
     -e iwdr_input_string_function \
-    -e globbingbehavior \
     -e non_root_default_user \
-    -e draft3_glob_access \
     -e cwl_interpolated_strings \
     -e non_root_specified_user \
     -e space \
     -e draft3_optional_input_from_scatter \
     -e iwdr_input_string \
-    -e globbingindex \
     -e cwl_cache_between_workflows \
     -e abort.scheduled_abort \
     -e cwl_cache_within_workflow \
-    -e globbingscatter \
     -e inline_file_custom_entryname \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
-    -e draft3_globs   
 
 cromwell::build::generate_code_coverage

From bc2d946204f70409c8483ed4447c5d1857870db3 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Thu, 9 May 2019 20:34:15 -0400
Subject: [PATCH 39/46] Remove travis workaround

---
 src/ci/bin/testDockerScripts.sh | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/src/ci/bin/testDockerScripts.sh b/src/ci/bin/testDockerScripts.sh
index 91fd2446e0b..467f65e7a2e 100755
--- a/src/ci/bin/testDockerScripts.sh
+++ b/src/ci/bin/testDockerScripts.sh
@@ -13,8 +13,7 @@ cromwell::build::setup_docker_environment
 # Until there is further review of what goes into the docker image (ex: rendered vault secrets!) do not push it yet.
 docker_tag="broadinstitute/cromwell-docker-develop:test-only-do-not-push"
 
-# https://www.traviscistatus.com/incidents/kyf149kl6bvp
-docker build --network=host -t "${docker_tag}" scripts/docker-develop
+docker build -t "${docker_tag}" scripts/docker-develop
 
 echo "What tests would you like, my dear McMuffins?"
 
@@ -22,8 +21,7 @@ echo "1. Testing for install of sbt"
 docker run --rm "${docker_tag}" which sbt
 
 echo "2. Testing sbt assembly"
-# https://www.traviscistatus.com/incidents/kyf149kl6bvp
-docker run --network=host --rm -v "${PWD}:${PWD}" -w "${PWD}" "${docker_tag}" sbt assembly
+docker run --rm -v "${PWD}:${PWD}" -w "${PWD}" "${docker_tag}" sbt assembly
 
 echo "3. Testing cloudwell docker compose"
 

From 1b8e5b3a028432c2e75a3a4d6c7387e11b162045 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Thu, 9 May 2019 21:45:54 -0400
Subject: [PATCH 40/46] Safety net against long running "log an event" actions
 (#4947)

---
 .../v2alpha1/api/ActionBuilder.scala          | 58 ++++++++++++-------
 .../v2alpha1/api/ActionCommands.scala         |  6 +-
 .../v2alpha1/PipelinesConversionsSpec.scala   |  4 +-
 3 files changed, 43 insertions(+), 25 deletions(-)

diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionBuilder.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionBuilder.scala
index aff561a57f8..4597e2c9af9 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionBuilder.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionBuilder.scala
@@ -12,6 +12,7 @@ import mouse.all._
 import org.apache.commons.text.StringEscapeUtils
 
 import scala.collection.JavaConverters._
+import scala.concurrent.duration._
 
 /**
   * Utility singleton to create high level actions.
@@ -43,6 +44,11 @@ object ActionBuilder {
     def withFlags(flags: List[ActionFlag]): Action = action.setFlags(flags |> javaFlags)
     def withMounts(mounts: List[Mount]): Action = action.setMounts(mounts.asJava)
     def withLabels(labels: Map[String, String]): Action = action.setLabels(labels.asJava)
+    def withTimeout(timeout: Duration): Action = timeout match {
+      case fd: FiniteDuration => action.setTimeout(fd.toSeconds + "s")
+      case _ => action
+    }
+
 
     def scalaLabels: Map[String, String] = {
       val list = for {
@@ -118,12 +124,16 @@ object ActionBuilder {
       .setCredentials(secret.orNull)
   }
 
-  def cloudSdkShellAction(shellCommand: String)(mounts: List[Mount] = List.empty, flags: List[ActionFlag] = List.empty, labels: Map[String, String] = Map.empty): Action =
+  def cloudSdkShellAction(shellCommand: String)(mounts: List[Mount] = List.empty,
+                                                flags: List[ActionFlag] = List.empty,
+                                                labels: Map[String, String] = Map.empty,
+                                                timeout: Duration = Duration.Inf): Action =
     cloudSdkAction
       .withCommand("/bin/sh", "-c", if (shellCommand.contains("\n")) shellCommand |> ActionCommands.multiLineCommand else shellCommand)
       .withFlags(flags)
       .withMounts(mounts)
       .withLabels(labels)
+      .withTimeout(timeout)
 
   /**
     * Returns a set of labels for a parameter.
@@ -170,14 +180,14 @@ object ActionBuilder {
     pipelinesParameter match {
       case _: PipelinesApiInput =>
         val message = "Localizing input %s -> %s".format(
-          quoted(pipelinesParameter.cloudPath),
-          quoted(pipelinesParameter.containerPath),
+          shellEscaped(pipelinesParameter.cloudPath),
+          shellEscaped(pipelinesParameter.containerPath),
         )
         ActionBuilder.logTimestampedAction(message, List(), actionLabels)
       case _: PipelinesApiOutput =>
         val message = "Delocalizing output %s -> %s".format(
-          quoted(pipelinesParameter.containerPath),
-          quoted(pipelinesParameter.cloudPath),
+          shellEscaped(pipelinesParameter.containerPath),
+          shellEscaped(pipelinesParameter.cloudPath),
         )
         ActionBuilder.logTimestampedAction(message, List(ActionFlag.AlwaysRun), actionLabels)
     }
@@ -191,13 +201,20 @@ object ActionBuilder {
       action.scalaLabels
     )
   }
-  
-  def timestampedMessage(message: String) = s"""printf '%s %s\\n' "$$(date -u '+%Y/%m/%d %H:%M:%S')" ${quoted(message)}"""
+
+  // This "sleep 5" is ugly, but hopefully prevents a PAPIv2 race condition whereby very-fast-completing tests never
+  // get identified as complete (and thus PAPIv2 continues to run the operation indefinitely.
+  def timestampedMessage(withSleep: Boolean)(message: String) =
+    (if (withSleep) "sleep 5 && " else "") +
+    s"""printf '%s %s\\n' "$$(date -u '+%Y/%m/%d %H:%M:%S')" ${shellEscaped(message)}"""
 
   /**
     * Creates an Action that logs the time as UTC plus prints the message. The original actionLabels will also be
     * applied to the logged action, except that Key.Tag -> some-value will be replaced with Key.Logging -> some-value.
     *
+    * Note that these log actions have a timeout of 300 seconds. That's obviously a huge timeout, and is more of a
+    * safety net in case these actions get stuck.
+    *
     * @param message      Message to output.
     * @param actionFlags  Flags from the original Action to also apply to the logging Action.
     * @param actionLabels Labels from the original Action to modify and apply to the logging Action.
@@ -208,13 +225,14 @@ object ActionBuilder {
                                    actionLabels: Map[String, String]): Action = {
     // Uses the cloudSdk image as that image will be used for other operations as well.
     cloudSdkShellAction(
-      timestampedMessage(message)
+      timestampedMessage(withSleep = true)(message)
     )(
       flags = actionFlags,
       labels = actionLabels collect {
         case (key, value) if key == Key.Tag => Key.Logging -> value
         case (key, value) => key -> value
-      }
+      },
+      timeout = 300.seconds
     )
   }
 
@@ -223,22 +241,22 @@ object ActionBuilder {
     val commandArgs: String = Option(action.getCommands) match {
       case Some(commands) =>
         commands.asScala map {
-          case command if Option(command).isDefined => s" ${quoted(command)}"
+          case command if Option(command).isDefined => s" ${shellEscaped(command)}"
           case _ => ""
         } mkString ""
       case None => ""
     }
 
     val entrypointArg: String = Option(action.getEntrypoint) match {
-      case Some(entrypoint) => s" --entrypoint=${quoted(entrypoint)}"
+      case Some(entrypoint) => s" --entrypoint=${shellEscaped(entrypoint)}"
       case None => ""
     }
 
     val environmentArgs: String = Option(action.getEnvironment) match {
       case Some(environment) =>
         environment.asScala map {
-          case (key, value) if Option(key).isDefined && Option(value).isDefined => s" -e ${quoted(s"$key:$value")}"
-          case (key, _) if Option(key).isDefined => s" -e ${quoted(key)}"
+          case (key, value) if Option(key).isDefined && Option(value).isDefined => s" -e ${shellEscaped(s"$key:$value")}"
+          case (key, _) if Option(key).isDefined => s" -e ${shellEscaped(key)}"
           case _ => ""
         } mkString ""
       case None => ""
@@ -246,7 +264,7 @@ object ActionBuilder {
 
     val imageArg: String = Option(action.getImageUri) match {
       case None => " <no docker image specified>"
-      case Some(imageUri) => s" ${quoted(imageUri)}"
+      case Some(imageUri) => s" ${shellEscaped(imageUri)}"
     }
 
     val mountArgs: String = Option(action.getMounts) match {
@@ -254,25 +272,25 @@ object ActionBuilder {
       case Some(mounts) =>
         mounts.asScala map {
           case mount if Option(mount).isEmpty => ""
-          case mount if mount.getReadOnly => s" -v ${quoted(s"/mnt/${mount.getDisk}:${mount.getPath}:ro")}"
-          case mount => s" -v ${quoted(s"/mnt/${mount.getDisk}:${mount.getPath}")}"
+          case mount if mount.getReadOnly => s" -v ${shellEscaped(s"/mnt/${mount.getDisk}:${mount.getPath}:ro")}"
+          case mount => s" -v ${shellEscaped(s"/mnt/${mount.getDisk}:${mount.getPath}")}"
         } mkString ""
     }
 
     val nameArg: String = Option(action.getName) match {
       case None => ""
-      case Some(name) => s" --name ${quoted(name)}"
+      case Some(name) => s" --name ${shellEscaped(name)}"
     }
 
     val pidNamespaceArg: String = Option(action.getPidNamespace) match {
-      case Some(pidNamespace) => s" --pid=${quoted(pidNamespace)}"
+      case Some(pidNamespace) => s" --pid=${shellEscaped(pidNamespace)}"
       case None => ""
     }
 
     val portMappingArgs: String = Option(action.getPortMappings) match {
       case Some(portMappings) =>
         portMappings.asScala map {
-          case (key, value) if Option(key).isDefined => s" -p ${quoted(s"$key:$value")}"
+          case (key, value) if Option(key).isDefined => s" -p ${shellEscaped(s"$key:$value")}"
           case (_, value) => s" -p $value"
         } mkString ""
       case None => ""
@@ -303,7 +321,7 @@ object ActionBuilder {
   }
 
   /** Quotes a string such that it's compatible as a string argument in the shell. */
-  private def quoted(any: Any): String = {
+  private def shellEscaped(any: Any): String = {
     val str = String.valueOf(any)
     /*
     NOTE: escapeXSI is more compact than wrapping in single quotes. Newlines are also stripped by the shell, as they
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionCommands.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionCommands.scala
index 1b16e1d9df3..4b60ffa40ad 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionCommands.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/ActionCommands.scala
@@ -90,7 +90,7 @@ object ActionCommands {
        |    break
        |  fi
        |  if [ $$i -lt ${localizationConfiguration.localizationAttempts} ]; then
-       |    ${s"""Waiting ${wait.toSeconds} seconds and retrying""" |> timestampedMessage}
+       |    ${s"""Waiting ${wait.toSeconds} seconds and retrying""" |> timestampedMessage(withSleep = false)}
        |    sleep ${wait.toSeconds}
        |  fi
        |done
@@ -125,13 +125,13 @@ object ActionCommands {
        |# Record the exit code of the gsutil command without project flag
        |RC_GSUTIL=$$?
        |if [ "$$RC_GSUTIL" != "0" ]; then
-       |  ${s"$commandWithoutProject failed" |> timestampedMessage}
+       |  ${s"$commandWithoutProject failed" |> timestampedMessage(withSleep = false)}
        |  # Print the reason of the failure
        |  cat gsutil_output.txt
        |
        |  # Check if it matches the BucketIsRequesterPaysErrorMessage
        |  if grep -q "$BucketIsRequesterPaysErrorMessage" gsutil_output.txt; then
-       |    ${"Retrying with user project" |> timestampedMessage}
+       |    ${"Retrying with user project" |> timestampedMessage(withSleep = false)}
        |    $commandWithProject
        |  else
        |    exit "$$RC_GSUTIL"
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/PipelinesConversionsSpec.scala b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/PipelinesConversionsSpec.scala
index 0714925c3a5..d81c6ca17c2 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/PipelinesConversionsSpec.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/test/scala/cromwell/backend/google/pipelines/v2alpha1/PipelinesConversionsSpec.scala
@@ -50,11 +50,11 @@ class PipelinesConversionsSpec extends FlatSpec with Matchers {
     val logging = actions.head
 
     logging.keySet.asScala should contain theSameElementsAs
-      Set("commands", "flags", "imageUri", "labels", "mounts")
+      Set("commands", "flags", "imageUri", "labels", "mounts", "timeout")
 
     logging.get("commands") should be(a[java.util.List[_]])
     logging.get("commands").asInstanceOf[java.util.List[_]] should contain(
-      """printf '%s %s\n' "$(date -u '+%Y/%m/%d %H:%M:%S')" """ +
+      """sleep 5 && printf '%s %s\n' "$(date -u '+%Y/%m/%d %H:%M:%S')" """ +
         """Localizing\ input\ dos://dos.example.org/aaaabbbb-cccc-dddd-eeee-abcd0000dcba\ """ +
         """-\>\ /cromwell_root/path/to/file.bai"""
     )

From 6018d7c8d0205ac9a0dddef4e5852fb797b1bfdf Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Thu, 9 May 2019 21:46:19 -0400
Subject: [PATCH 41/46] Defend against over-large stderr files (#4952)

---
 .../core/path/EvenBetterPathMethods.scala     | 40 ++++++++++++++++++-
 .../cromwell/engine/io/nio/NioFlow.scala      | 37 ++---------------
 .../workflow/WorkflowManagerActor.scala       |  5 ++-
 3 files changed, 46 insertions(+), 36 deletions(-)

diff --git a/core/src/main/scala/cromwell/core/path/EvenBetterPathMethods.scala b/core/src/main/scala/cromwell/core/path/EvenBetterPathMethods.scala
index 989c7edb9a0..5d9e22617f2 100644
--- a/core/src/main/scala/cromwell/core/path/EvenBetterPathMethods.scala
+++ b/core/src/main/scala/cromwell/core/path/EvenBetterPathMethods.scala
@@ -1,14 +1,16 @@
 package cromwell.core.path
 
-import java.io.InputStream
+import java.io.{BufferedReader, IOException, InputStream, InputStreamReader}
 import java.nio.file.{FileAlreadyExistsException, Files}
 import java.nio.file.attribute.{PosixFilePermission, PosixFilePermissions}
 
 import better.files.File.OpenOptions
+import cromwell.util.TryWithResource.tryWithResource
 
 import scala.collection.JavaConverters._
 import scala.concurrent.ExecutionContext
 import scala.io.Codec
+import scala.util.Failure
 
 /**
   * Implements methods beyond those implemented in NioPathMethods and BetterFileMethods
@@ -98,4 +100,40 @@ trait EvenBetterPathMethods {
     locally(ec)
     write(content)(openOptions, Codec.UTF8)
   }
+
+  /*
+   * The input stream will be closed when this method returns, which means the f function
+   * cannot leak an open stream.
+   */
+  def withReader[A](f: BufferedReader => A)(implicit ec: ExecutionContext): A = {
+
+    // Use an input reader to convert the byte stream to character stream. Buffered reader for efficiency.
+    tryWithResource(() => new BufferedReader(new InputStreamReader(this.mediaInputStream, Codec.UTF8.name)))(f).recoverWith({
+      case failure => Failure(new IOException(s"Could not read from ${this.pathAsString}: ${failure.getMessage}", failure))
+    }).get
+  }
+
+  /**
+    * Returns an Array[Byte] from a Path. Limit the array size to "limit" byte if defined.
+    * @throws IOException if failOnOverflow is true and the file is larger than limit
+    */
+  def limitFileContent(limit: Option[Int], failOnOverflow: Boolean)(implicit ec: ExecutionContext) = withReader { reader =>
+    val bytesIterator = Iterator.continually(reader.read).takeWhile(_ != -1).map(_.toByte)
+    // Take 1 more than the limit so that we can look at the size and know if it's overflowing
+    val bytesArray = limit.map(l => bytesIterator.take(l + 1)).getOrElse(bytesIterator).toArray
+
+    limit match {
+      case Some(l) if failOnOverflow && bytesArray.length > l =>
+        throw new IOException(s"File $this is larger than $l Bytes. Maximum read limits can be adjusted in the configuration under system.input-read-limits.")
+      case Some(l) => bytesArray.take(l)
+      case _ => bytesArray
+    }
+  }
+
+  /**
+    * Reads the first limitBytes of a file and makes a String. Prepend with an annotation at the start (to say that this is the
+    * first n bytes).
+    */
+  def annotatedContentAsStringWithLimit(limitBytes: Int)(implicit ec: ExecutionContext): String =
+    s"[First $limitBytes bytes]:" + new String(limitFileContent(Option(limitBytes), failOnOverflow = false))
 }
diff --git a/engine/src/main/scala/cromwell/engine/io/nio/NioFlow.scala b/engine/src/main/scala/cromwell/engine/io/nio/NioFlow.scala
index 43a7cae4961..e5bc8a2b135 100644
--- a/engine/src/main/scala/cromwell/engine/io/nio/NioFlow.scala
+++ b/engine/src/main/scala/cromwell/engine/io/nio/NioFlow.scala
@@ -19,7 +19,6 @@ import cromwell.util.TryWithResource._
 
 import scala.concurrent.ExecutionContext
 import scala.io.Codec
-import scala.util.Failure
 object NioFlow {
   def NoopOnRetry(context: IoCommandContext[_])(failure: Throwable) = ()
 }
@@ -98,7 +97,7 @@ class NioFlow(parallelism: Int,
 
   private def readAsString(read: IoContentAsStringCommand) = IO {
     new String(
-      limitFileContent(read.file, read.options.maxBytes, read.options.failOnOverflow),
+      read.file.limitFileContent(read.options.maxBytes, read.options.failOnOverflow),
       StandardCharsets.UTF_8
     )
   }
@@ -130,7 +129,7 @@ class NioFlow(parallelism: Int,
   }
 
   private def readLines(exists: IoReadLinesCommand) = IO {
-    withReader(exists.file) { reader =>
+    exists.file.withReader { reader =>
       Stream.continually(reader.readLine()).takeWhile(_ != null).toList
     }
   }
@@ -141,35 +140,6 @@ class NioFlow(parallelism: Int,
 
   private def createDirectories(path: Path) = path.parent.createDirectories()
 
-  /*
-   * The input stream will be closed when this method returns, which means the f function
-   * cannot leak an open stream.
-   */
-  private def withReader[A](file: Path)(f: BufferedReader => A): A = {
-    
-    // Use an input reader to convert the byte stream to character stream. Buffered reader for efficiency.
-    tryWithResource(() => new BufferedReader(new InputStreamReader(file.mediaInputStream, Codec.UTF8.name)))(f).recoverWith({
-      case failure => Failure(new IOException(s"Could not read from ${file.pathAsString}: ${failure.getMessage}", failure))
-    }).get
-  }
-
-  /**
-    * Returns an Array[Byte] from a Path. Limit the array size to "limit" byte if defined.
-    * @throws IOException if failOnOverflow is true and the file is larger than limit
-    */
-  private def limitFileContent(file: Path, limit: Option[Int], failOnOverflow: Boolean) = withReader(file) { reader =>
-    val bytesIterator = Iterator.continually(reader.read).takeWhile(_ != -1).map(_.toByte)
-    // Take 1 more than the limit so that we can look at the size and know if it's overflowing
-    val bytesArray = limit.map(l => bytesIterator.take(l + 1)).getOrElse(bytesIterator).toArray
-
-    limit match {
-      case Some(l) if failOnOverflow && bytesArray.length > l =>
-        throw new IOException(s"File $file is larger than $l Bytes. Maximum read limits can be adjusted in the configuration under system.input-read-limits.")
-      case Some(l) => bytesArray.take(l)
-      case _ => bytesArray
-    }
-  }
-
   private def getFileHashForDrsPath(drsPath: DrsPath): IO[String] = {
     val drsFileSystemProvider = drsPath.drsPath.getFileSystem.provider.asInstanceOf[DrsCloudNioFileSystemProvider]
 
@@ -177,14 +147,13 @@ class NioFlow(parallelism: Int,
     val fileAttributesOption = drsFileSystemProvider.fileProvider.fileAttributes(drsPath.drsPath.cloudHost, drsPath.drsPath.cloudPath)
 
     fileAttributesOption match {
-      case Some(fileAttributes) => {
+      case Some(fileAttributes) =>
         val fileHashIO = IO { fileAttributes.fileHash }
 
         fileHashIO.flatMap({
           case Some(fileHash) => IO.pure(fileHash)
           case None => IO.raiseError(new IOException(s"Error while resolving DRS path $drsPath. The response from Martha doesn't contain the 'md5' hash for the file."))
         })
-      }
       case None => IO.raiseError(new IOException(s"Error getting file hash of DRS path $drsPath. Reason: File attributes class DrsCloudNioRegularFileAttributes wasn't defined in DrsCloudNioFileProvider."))
     }
   }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/WorkflowManagerActor.scala b/engine/src/main/scala/cromwell/engine/workflow/WorkflowManagerActor.scala
index 7fa6dfa0625..558b37ba4e2 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/WorkflowManagerActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/WorkflowManagerActor.scala
@@ -22,6 +22,7 @@ import cromwell.webservice.EngineStatsActor
 import net.ceedubs.ficus.Ficus._
 import org.apache.commons.lang3.exception.ExceptionUtils
 
+import scala.concurrent.ExecutionContext
 import scala.concurrent.duration._
 import scala.language.postfixOps
 import scala.util.Try
@@ -321,11 +322,13 @@ class WorkflowManagerActor(params: WorkflowManagerActorParams)
 
   private def expandFailureReasons(reasons: Seq[Throwable]): String = {
 
+    implicit val ec: ExecutionContext = context.dispatcher
+
     reasons map {
       case reason: ThrowableAggregation => expandFailureReasons(reason.throwables.toSeq)
       case reason: KnownJobFailureException =>
         val stderrMessage = reason.stderrPath map { path => 
-          val content = Try(path.contentAsString).recover({
+          val content = Try(path.annotatedContentAsStringWithLimit(300)).recover({
             case e => s"Could not retrieve content: ${e.getMessage}"
           }).get
           s"\nCheck the content of stderr for potential additional information: ${path.pathAsString}.\n $content" 

From 07d747a2f5ca5474eb5139d9d97a7281e8df1537 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Thu, 9 May 2019 21:46:36 -0400
Subject: [PATCH 42/46] Codecov comment off (#4955)

---
 codecov.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/codecov.yml b/codecov.yml
index 67a854bb659..a2425d4e797 100644
--- a/codecov.yml
+++ b/codecov.yml
@@ -26,4 +26,4 @@ coverage:
         target: 50%
         threshold: 5%
 
-comment: false
+comment: off

From 3b0c2be7012f1ef13ac0b35041f9da53b435fa20 Mon Sep 17 00:00:00 2001
From: Khalid Shakir <kshakir@broadinstitute.org>
Date: Fri, 10 May 2019 11:56:15 -0400
Subject: [PATCH 43/46] Always shift times to UTC, and render w/ 3 digits of
 millis

---
 CHANGELOG.md                                  | 19 +++++++
 .../centaur/reporting/BigQueryReporter.scala  | 13 ++---
 .../src/main/scala/common/util/TimeUtil.scala | 22 +++++++++
 .../scala/cromwell/api/model/TimeUtil.scala   | 22 +++++++++
 .../scala/cromwell/api/model/package.scala    |  3 +-
 ...CromwellQueryResultJsonFormatterSpec.scala | 25 +++++++---
 .../workflow/WorkflowMetadataHelper.scala     | 10 +++-
 .../workflowstore/SqlWorkflowStore.scala      |  5 +-
 .../WorkflowStoreSubmitActor.scala            |  2 +-
 .../webservice/WorkflowJsonSupport.scala      |  3 +-
 .../metadata/MetadataJsonSupport.scala        |  3 +-
 .../services/metadata/MetadataQuery.scala     |  2 +
 .../impl/MetadataDatabaseAccessSpec.scala     | 49 ++++++++++++-------
 13 files changed, 137 insertions(+), 41 deletions(-)
 create mode 100644 common/src/main/scala/common/util/TimeUtil.scala
 create mode 100644 cromwellApiClient/src/main/scala/cromwell/api/model/TimeUtil.scala

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 281ed72ba17..db7a911685d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,25 @@ disks: "/some/mnt 20 SSD"
 ```
 Because Cromwell's AWS backend auto-sizes disks, the size specification is simply discarded.
 
+### Time Formatting
+
+In previous versions of Cromwell, times were converted to strings using
+[the default Java formatter](https://docs.oracle.com/javase/8/docs/api/java/time/OffsetDateTime.html#toString--) which
+generates a variety of ISO-8601 formats. String conversions also retained whatever server time zone generated that
+specific time instance.
+
+Going forward, times stored in Cromwell metadata, and later returned via the HTTP endpoint, are now converted to UTC
+then formatted with exactly three digits of milliseconds.
+
+For example:
+- `2017-01-19T12:34:56-04:00` will now be formatted as
+- `2017-01-19T16:34:56.000Z`
+
+This change only affects newly formatted dates. Older dates already formatted and stored by previous versions of
+Cromwell will not be updated however they will still return a
+[valid ISO-8601 format](https://en.wikipedia.org/wiki/ISO_8601). The older format may be in various non-UTC time zones,
+and may or may not include microseconds or even nanoseconds, for example `2017-01-19T12:34:56.123456789-04:00`.
+
 ### Config Changes
 
 #### Heartbeat failure shutdown
diff --git a/centaur/src/it/scala/centaur/reporting/BigQueryReporter.scala b/centaur/src/it/scala/centaur/reporting/BigQueryReporter.scala
index b1a15f0346e..ddc64e257f2 100644
--- a/centaur/src/it/scala/centaur/reporting/BigQueryReporter.scala
+++ b/centaur/src/it/scala/centaur/reporting/BigQueryReporter.scala
@@ -4,9 +4,9 @@ import java.time.OffsetDateTime
 import java.util
 
 import cats.effect.IO
-import cats.syntax.traverse._
-import cats.syntax.apply._
 import cats.instances.list._
+import cats.syntax.apply._
+import cats.syntax.traverse._
 import centaur.reporting.BigQueryReporter._
 import centaur.test.CentaurTestException
 import centaur.test.metadata.CallAttemptFailure
@@ -15,6 +15,7 @@ import com.google.api.services.bigquery.BigqueryScopes
 import com.google.auth.Credentials
 import com.google.cloud.bigquery.InsertAllRequest.RowToInsert
 import com.google.cloud.bigquery.{BigQuery, BigQueryError, BigQueryOptions, InsertAllRequest, InsertAllResponse, TableId}
+import common.util.TimeUtil._
 import common.validation.Validation._
 import cromwell.cloudsupport.gcp.GoogleConfiguration
 import cromwell.database.sql.SqlConverters._
@@ -154,7 +155,7 @@ class BigQueryReporter(override val params: ErrorReporterParams) extends ErrorRe
       "test_message" -> Option(centaurTestException.message),
       "test_name" -> Option(testEnvironment.name),
       "test_stack_trace" -> Option(ExceptionUtils.getStackTrace(centaurTestException)),
-      "test_timestamp" -> Option(OffsetDateTime.now.toString),
+      "test_timestamp" -> Option(OffsetDateTime.now.toUtcMilliString),
       "test_workflow_id" -> centaurTestException.workflowIdOption,
     ).collect {
       case (key, Some(value)) => (key, value)
@@ -165,11 +166,11 @@ class BigQueryReporter(override val params: ErrorReporterParams) extends ErrorRe
     RowToInsert of Map(
       "call_fully_qualified_name" -> Option(callAttemptFailure.callFullyQualifiedName),
       "call_root" -> callAttemptFailure.callRootOption,
-      "end" -> callAttemptFailure.endOption.map(_.toString),
+      "end" -> callAttemptFailure.endOption.map(_.toUtcMilliString),
       "job_attempt" -> Option(callAttemptFailure.jobAttempt),
       "job_index" -> Option(callAttemptFailure.jobIndex),
       "message" -> Option(callAttemptFailure.message),
-      "start" -> callAttemptFailure.startOption.map(_.toString),
+      "start" -> callAttemptFailure.startOption.map(_.toUtcMilliString),
       "stderr" -> callAttemptFailure.stderrOption,
       "stdout" -> callAttemptFailure.stdoutOption,
       "workflow_id" -> Option(callAttemptFailure.workflowId),
@@ -195,7 +196,7 @@ class BigQueryReporter(override val params: ErrorReporterParams) extends ErrorRe
       "job_attempt" -> metadataEntry.jobAttempt,
       "job_index" -> metadataEntry.jobIndex,
       "metadata_key" -> Option(metadataEntry.metadataKey),
-      "metadata_timestamp" -> Option(metadataEntry.metadataTimestamp.toSystemOffsetDateTime.toString),
+      "metadata_timestamp" -> Option(metadataEntry.metadataTimestamp.toSystemOffsetDateTime.toUtcMilliString),
       "metadata_value" -> metadataEntry.metadataValue.map(_.toRawString),
       "metadata_value_type" -> metadataEntry.metadataValueType,
       "workflow_execution_uuid" -> Option(metadataEntry.workflowExecutionUuid),
diff --git a/common/src/main/scala/common/util/TimeUtil.scala b/common/src/main/scala/common/util/TimeUtil.scala
new file mode 100644
index 00000000000..dbd94c99b80
--- /dev/null
+++ b/common/src/main/scala/common/util/TimeUtil.scala
@@ -0,0 +1,22 @@
+package common.util
+
+import java.time.format.DateTimeFormatter
+import java.time.{OffsetDateTime, ZoneOffset}
+
+object TimeUtil {
+  /**
+    * Instead of "one of" the valid ISO-8601 formats, standardize on this one:
+    * https://github.com/openjdk/jdk/blob/jdk8-b120/jdk/src/share/classes/java/time/OffsetDateTime.java#L1886
+    */
+  private val Iso8601MillisecondsFormat = DateTimeFormatter.ofPattern("uuuu-MM-dd'T'HH:mm:ss.SSSXXXXX")
+
+  implicit class EnhancedOffsetDateTime(val offsetDateTime: OffsetDateTime) extends AnyVal {
+    /**
+      * Discards the original timezone and shifts the time to UTC, then returns the ISO-8601 formatted string with
+      * exactly three digits of milliseconds.
+      */
+    def toUtcMilliString: String = Option(offsetDateTime).map(
+      _.atZoneSameInstant(ZoneOffset.UTC).format(Iso8601MillisecondsFormat)
+    ).orNull
+  }
+}
diff --git a/cromwellApiClient/src/main/scala/cromwell/api/model/TimeUtil.scala b/cromwellApiClient/src/main/scala/cromwell/api/model/TimeUtil.scala
new file mode 100644
index 00000000000..1688da92ff7
--- /dev/null
+++ b/cromwellApiClient/src/main/scala/cromwell/api/model/TimeUtil.scala
@@ -0,0 +1,22 @@
+package cromwell.api.model
+
+import java.time.format.DateTimeFormatter
+import java.time.{OffsetDateTime, ZoneOffset}
+
+object TimeUtil {
+  /**
+    * Instead of "one of" the valid ISO-8601 formats, standardize on this one:
+    * https://github.com/openjdk/jdk/blob/jdk8-b120/jdk/src/share/classes/java/time/OffsetDateTime.java#L1886
+    */
+  private val Iso8601MillisecondsFormat = DateTimeFormatter.ofPattern("uuuu-MM-dd'T'HH:mm:ss.SSSXXXXX")
+
+  implicit class EnhancedOffsetDateTime(val offsetDateTime: OffsetDateTime) extends AnyVal {
+    /**
+      * Discards the original timezone and shifts the time to UTC, then returns the ISO-8601 formatted string with
+      * exactly three digits of milliseconds.
+      */
+    def toUtcMilliString: String = Option(offsetDateTime).map(
+      _.atZoneSameInstant(ZoneOffset.UTC).format(Iso8601MillisecondsFormat)
+    ).orNull
+  }
+}
diff --git a/cromwellApiClient/src/main/scala/cromwell/api/model/package.scala b/cromwellApiClient/src/main/scala/cromwell/api/model/package.scala
index 963f08031fd..f8ed1513009 100644
--- a/cromwellApiClient/src/main/scala/cromwell/api/model/package.scala
+++ b/cromwellApiClient/src/main/scala/cromwell/api/model/package.scala
@@ -9,6 +9,7 @@ import cats.arrow.FunctionK
 import cats.data.EitherT
 import cats.effect.{ContextShift, IO, Timer}
 import cromwell.api.CromwellClient.UnsuccessfulRequestException
+import cromwell.api.model.TimeUtil._
 import spray.json.{DefaultJsonProtocol, JsString, JsValue, RootJsonFormat}
 
 import scala.concurrent.duration.FiniteDuration
@@ -20,7 +21,7 @@ package object model {
 
   object OffsetDateTimeJsonFormatter extends DefaultJsonProtocol {
     object OffsetDateTimeFormat extends RootJsonFormat[OffsetDateTime] {
-      def write(odt: OffsetDateTime) = new JsString(odt.toString)
+      def write(offsetDateTime: OffsetDateTime) = new JsString(offsetDateTime.toUtcMilliString)
       def read(value: JsValue) = value match {
         case JsString(string) => OffsetDateTime.parse(string)
         case other => throw new UnsupportedOperationException(s"Cannot deserialize $other into an OffsetDateTime")
diff --git a/cromwellApiClient/src/test/scala/cromwell/api/model/CromwellQueryResultJsonFormatterSpec.scala b/cromwellApiClient/src/test/scala/cromwell/api/model/CromwellQueryResultJsonFormatterSpec.scala
index f1983e7945f..c134a47ce76 100644
--- a/cromwellApiClient/src/test/scala/cromwell/api/model/CromwellQueryResultJsonFormatterSpec.scala
+++ b/cromwellApiClient/src/test/scala/cromwell/api/model/CromwellQueryResultJsonFormatterSpec.scala
@@ -11,8 +11,20 @@ class CromwellQueryResultJsonFormatterSpec extends FlatSpec with Matchers {
   behavior of "CromwellQueryResultJsonFormat"
 
   val sampleQueryResult = CromwellQueryResults(results = List(
-    CromwellQueryResult("switcheroo", WorkflowId.fromString("bee51f36-396d-4e22-8a81-33dedff66bf6"), Failed, OffsetDateTime.parse("2017-07-24T14:44:34.010-04:00"), OffsetDateTime.parse("2017-07-24T14:44:33.227-04:00")),
-    CromwellQueryResult("switcheroo", WorkflowId.fromString("0071495e-39eb-478e-bc98-8614b986c91e"), Succeeded, OffsetDateTime.parse("2017-07-24T15:06:45.940-04:00"), OffsetDateTime.parse("2017-07-24T15:04:54.372-04:00"))
+    CromwellQueryResult(
+      "switcheroo",
+      WorkflowId.fromString("bee51f36-396d-4e22-8a81-33dedff66bf6"),
+      Failed,
+      OffsetDateTime.parse("2017-07-24T14:44:34.010Z"),
+      OffsetDateTime.parse("2017-07-24T14:44:33.227Z")
+    ),
+    CromwellQueryResult(
+      "switcheroo",
+      WorkflowId.fromString("0071495e-39eb-478e-bc98-8614b986c91e"),
+      Succeeded,
+      OffsetDateTime.parse("2017-07-24T15:06:45.940Z"),
+      OffsetDateTime.parse("2017-07-24T15:04:54.372Z")
+    ),
   ))
 
   val sampleJson =  """|{
@@ -21,21 +33,20 @@ class CromwellQueryResultJsonFormatterSpec extends FlatSpec with Matchers {
                        |      "name": "switcheroo",
                        |      "id": "bee51f36-396d-4e22-8a81-33dedff66bf6",
                        |      "status": "Failed",
-                       |      "end": "2017-07-24T14:44:34.010-04:00",
-                       |      "start": "2017-07-24T14:44:33.227-04:00"
+                       |      "end": "2017-07-24T14:44:34.010Z",
+                       |      "start": "2017-07-24T14:44:33.227Z"
                        |    },
                        |    {
                        |      "name": "switcheroo",
                        |      "id": "0071495e-39eb-478e-bc98-8614b986c91e",
                        |      "status": "Succeeded",
-                       |      "end": "2017-07-24T15:06:45.940-04:00",
-                       |      "start": "2017-07-24T15:04:54.372-04:00"
+                       |      "end": "2017-07-24T15:06:45.940Z",
+                       |      "start": "2017-07-24T15:04:54.372Z"
                        |    }
                        |  ]
                        |}""".stripMargin.parseJson.asJsObject
 
   it should "write a query result as a structured JsObject" in {
-
     sampleQueryResult.toJson shouldEqual sampleJson
   }
 
diff --git a/engine/src/main/scala/cromwell/engine/workflow/WorkflowMetadataHelper.scala b/engine/src/main/scala/cromwell/engine/workflow/WorkflowMetadataHelper.scala
index 514cd5880b4..96c5fb17588 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/WorkflowMetadataHelper.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/WorkflowMetadataHelper.scala
@@ -12,12 +12,18 @@ trait WorkflowMetadataHelper {
   def serviceRegistryActor: ActorRef
   
   def pushWorkflowStart(workflowId: WorkflowId) = {
-    val startEvent = MetadataEvent(MetadataKey(workflowId, None, WorkflowMetadataKeys.StartTime), MetadataValue(OffsetDateTime.now.toString))
+    val startEvent = MetadataEvent(
+      MetadataKey(workflowId, None, WorkflowMetadataKeys.StartTime),
+      MetadataValue(OffsetDateTime.now)
+    )
     serviceRegistryActor ! PutMetadataAction(startEvent)
   }
   
   def pushWorkflowEnd(workflowId: WorkflowId) = {
-    val metadataEventMsg = MetadataEvent(MetadataKey(workflowId, None, WorkflowMetadataKeys.EndTime), MetadataValue(OffsetDateTime.now.toString))
+    val metadataEventMsg = MetadataEvent(
+      MetadataKey(workflowId, None, WorkflowMetadataKeys.EndTime),
+      MetadataValue(OffsetDateTime.now)
+    )
     serviceRegistryActor ! PutMetadataAction(metadataEventMsg)
   }
   
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
index ed889299464..5cf3f703186 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/SqlWorkflowStore.scala
@@ -1,6 +1,6 @@
 package cromwell.engine.workflow.workflowstore
 
-import java.time.{Instant, OffsetDateTime, ZoneId}
+import java.time.OffsetDateTime
 
 import cats.data.NonEmptyList
 import common.validation.ErrorOr.ErrorOr
@@ -154,10 +154,9 @@ case class SqlWorkflowStore(sqlDatabase: WorkflowStoreSqlDatabase) extends Workf
     )
 
     workflowStoreStateToStartableState(workflowStoreEntry) map { startableState =>
-      val instant = Instant.ofEpochMilli(workflowStoreEntry.submissionTime.getTime)
       WorkflowToStart(
         id = WorkflowId.fromString(workflowStoreEntry.workflowExecutionUuid),
-        submissionTime = OffsetDateTime.ofInstant(instant, ZoneId.of("UTC")),
+        submissionTime = workflowStoreEntry.submissionTime.toSystemOffsetDateTime,
         sources = sources,
         state = startableState)
     }
diff --git a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreSubmitActor.scala b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreSubmitActor.scala
index 1139cd4967e..611f8f7dd44 100644
--- a/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreSubmitActor.scala
+++ b/engine/src/main/scala/cromwell/engine/workflow/workflowstore/WorkflowStoreSubmitActor.scala
@@ -166,7 +166,7 @@ final case class WorkflowStoreSubmitActor(store: WorkflowStore, serviceRegistryA
 
     processSource(_.clearEncryptedValues)(originalSourceFiles) map { sourceFiles =>
       val submissionEvents: List[MetadataEvent] = List(
-        MetadataEvent(MetadataKey(id, None, WorkflowMetadataKeys.SubmissionTime), MetadataValue(OffsetDateTime.now.toString)),
+        MetadataEvent(MetadataKey(id, None, WorkflowMetadataKeys.SubmissionTime), MetadataValue(OffsetDateTime.now)),
         MetadataEvent.empty(MetadataKey(id, None, WorkflowMetadataKeys.Inputs)),
         MetadataEvent.empty(MetadataKey(id, None, WorkflowMetadataKeys.Outputs)),
         MetadataEvent(MetadataKey(id, None, WorkflowMetadataKeys.Status), MetadataValue(actualWorkflowState)),
diff --git a/engine/src/main/scala/cromwell/webservice/WorkflowJsonSupport.scala b/engine/src/main/scala/cromwell/webservice/WorkflowJsonSupport.scala
index 3ac00c8fcef..b7da4089d60 100644
--- a/engine/src/main/scala/cromwell/webservice/WorkflowJsonSupport.scala
+++ b/engine/src/main/scala/cromwell/webservice/WorkflowJsonSupport.scala
@@ -14,6 +14,7 @@ import cromwell.services.healthmonitor.ProtoHealthMonitorServiceActor.{StatusChe
 import cromwell.webservice.routes.CromwellApiService.BackendResponse
 import cromwell.webservice.metadata.MetadataBuilderActor.BuiltMetadataResponse
 import spray.json.{DefaultJsonProtocol, JsString, JsValue, RootJsonFormat}
+import common.util.TimeUtil._
 
 object WorkflowJsonSupport extends DefaultJsonProtocol {
   implicit val workflowStatusResponseProtocol = jsonFormat2(WorkflowStatusResponse)
@@ -42,7 +43,7 @@ object WorkflowJsonSupport extends DefaultJsonProtocol {
   implicit val successResponse = jsonFormat3(SuccessResponse)
 
   implicit object DateJsonFormat extends RootJsonFormat[OffsetDateTime] {
-    override def write(obj: OffsetDateTime) = JsString(obj.toString)
+    override def write(offsetDateTime: OffsetDateTime) = JsString(offsetDateTime.toUtcMilliString)
 
     override def read(json: JsValue): OffsetDateTime = json match {
       case JsString(str) => OffsetDateTime.parse(str)
diff --git a/services/src/main/scala/cromwell/services/metadata/MetadataJsonSupport.scala b/services/src/main/scala/cromwell/services/metadata/MetadataJsonSupport.scala
index 0636cb3ce48..42930f463d5 100644
--- a/services/src/main/scala/cromwell/services/metadata/MetadataJsonSupport.scala
+++ b/services/src/main/scala/cromwell/services/metadata/MetadataJsonSupport.scala
@@ -4,6 +4,7 @@ import java.time.OffsetDateTime
 
 import cromwell.core.WorkflowId
 import spray.json.{DefaultJsonProtocol, JsString, JsValue, RootJsonFormat}
+import common.util.TimeUtil._
 
 object MetadataJsonSupport extends DefaultJsonProtocol {
   implicit object WorkflowIdJsonFormatter extends RootJsonFormat[WorkflowId] {
@@ -17,7 +18,7 @@ object MetadataJsonSupport extends DefaultJsonProtocol {
   }
 
   implicit object OffsetDateTimeFormatter extends RootJsonFormat[OffsetDateTime] {
-    def write(o: OffsetDateTime) = new JsString(o.toString)
+    def write(offsetDateTime: OffsetDateTime) = new JsString(offsetDateTime.toUtcMilliString)
     def read(value: JsValue) = throw new UnsupportedOperationException("Reading OffsetDateTime from JSON is currently unsupported")
   }
 
diff --git a/services/src/main/scala/cromwell/services/metadata/MetadataQuery.scala b/services/src/main/scala/cromwell/services/metadata/MetadataQuery.scala
index a963f5004ad..2a91afea3e3 100644
--- a/services/src/main/scala/cromwell/services/metadata/MetadataQuery.scala
+++ b/services/src/main/scala/cromwell/services/metadata/MetadataQuery.scala
@@ -7,6 +7,7 @@ import cromwell.core._
 import cromwell.core.labels.Labels
 import org.slf4j.{Logger, LoggerFactory}
 import wom.values._
+import common.util.TimeUtil._
 
 case class MetadataJobKey(callFqn: String, index: Option[Int], attempt: Int)
 
@@ -62,6 +63,7 @@ object MetadataValue {
       case _: Int | Long | _: java.lang.Long | _: java.lang.Integer => new MetadataValue(value.toString, MetadataInt)
       case _: Double | Float | _: java.lang.Double | _: java.lang.Float => new MetadataValue(value.toString, MetadataNumber)
       case _: Boolean | _: java.lang.Boolean => new MetadataValue(value.toString, MetadataBoolean)
+      case offsetDateTime: OffsetDateTime => new MetadataValue(offsetDateTime.toUtcMilliString, MetadataString)
       case other => new MetadataValue(other.toString, MetadataString)
     }
   }
diff --git a/services/src/test/scala/cromwell/services/metadata/impl/MetadataDatabaseAccessSpec.scala b/services/src/test/scala/cromwell/services/metadata/impl/MetadataDatabaseAccessSpec.scala
index c4972113d19..de476a1eee7 100644
--- a/services/src/test/scala/cromwell/services/metadata/impl/MetadataDatabaseAccessSpec.scala
+++ b/services/src/test/scala/cromwell/services/metadata/impl/MetadataDatabaseAccessSpec.scala
@@ -3,6 +3,7 @@ package cromwell.services.metadata.impl
 import java.time.OffsetDateTime
 
 import com.typesafe.config.ConfigFactory
+import common.util.TimeUtil._
 import cromwell.core.Tags.DbmsTest
 import cromwell.core._
 import cromwell.core.labels.{Label, Labels}
@@ -70,10 +71,10 @@ class MetadataDatabaseAccessSpec extends FlatSpec with Matchers with ScalaFuture
 
       val workflowKey = MetadataKey(workflowId, jobKey = None, key = null)
       def keyAndValue(name: String) = Array(
-        (WorkflowMetadataKeys.SubmissionTime, OffsetDateTime.now.toString),
+        (WorkflowMetadataKeys.SubmissionTime, OffsetDateTime.now.toUtcMilliString),
         (WorkflowMetadataKeys.Status, WorkflowSubmitted.toString),
         (WorkflowMetadataKeys.Name, name),
-        (WorkflowMetadataKeys.StartTime, OffsetDateTime.now.toString)
+        (WorkflowMetadataKeys.StartTime, OffsetDateTime.now.toUtcMilliString)
       ) ++ labelMetadata
 
       publishMetadataEvents(workflowKey, keyAndValue(name)).map(_ => workflowId)
@@ -85,7 +86,7 @@ class MetadataDatabaseAccessSpec extends FlatSpec with Matchers with ScalaFuture
       val metadataKeys = Array(
         (WorkflowMetadataKeys.Status, WorkflowRunning.toString),
         (WorkflowMetadataKeys.Name, subworkflowName),
-        (WorkflowMetadataKeys.StartTime, OffsetDateTime.now.toString),
+        (WorkflowMetadataKeys.StartTime, OffsetDateTime.now.toUtcMilliString),
         (WorkflowMetadataKeys.ParentWorkflowId, parentWorkflowId.toString),
         (WorkflowMetadataKeys.RootWorkflowId, parentWorkflowId.toString),
       )
@@ -154,7 +155,7 @@ class MetadataDatabaseAccessSpec extends FlatSpec with Matchers with ScalaFuture
         val keyAndValue = Array(
           (WorkflowMetadataKeys.Status, WorkflowRunning.toString),
           (WorkflowMetadataKeys.Status, WorkflowSucceeded.toString),
-          (WorkflowMetadataKeys.EndTime, OffsetDateTime.now.toString))
+          (WorkflowMetadataKeys.EndTime, OffsetDateTime.now.toUtcMilliString))
 
         publishMetadataEvents(workflowKey, keyAndValue)
       }
@@ -308,27 +309,37 @@ class MetadataDatabaseAccessSpec extends FlatSpec with Matchers with ScalaFuture
         }
         // Filter by start date
         _ <- dataAccess.queryWorkflowSummaries(WorkflowQueryParameters(Seq(
-          WorkflowQueryKey.StartDate.name -> workflowQueryResult2.start.get.toString))) map { case (response, _) =>
-          response.results partition { r => r.start.isDefined && r.start.get.compareTo(workflowQueryResult.start.get) >= 0 } match {
-            case (y, n) if y.nonEmpty && n.isEmpty => // good
-            case (y, n) => fail(s"Found ${y.size} later workflows and ${n.size} earlier")
-          }
+          WorkflowQueryKey.StartDate.name -> workflowQueryResult2.start.get.toUtcMilliString))) map {
+          case (response, _) =>
+            response.results partition {
+              r => r.start.isDefined && r.start.get.compareTo(workflowQueryResult.start.get) >= 0
+            } match {
+              case (y, n) if y.nonEmpty && n.isEmpty => // good
+              case (y, n) => fail(s"Found ${y.size} later workflows and ${n.size} earlier")
+            }
         }
         // Filter by end date
         _ <- dataAccess.queryWorkflowSummaries(WorkflowQueryParameters(Seq(
-          WorkflowQueryKey.EndDate.name -> workflowQueryResult.end.get.toString))) map { case (response, _) =>
-          response.results partition { r => r.end.isDefined && r.end.get.compareTo(workflowQueryResult.end.get) <= 0 } match {
-            case (y, n) if y.nonEmpty && n.isEmpty => // good
-            case (y, n) => fail(s"Found ${y.size} earlier workflows and ${n.size} later")
-          }
+          WorkflowQueryKey.EndDate.name -> workflowQueryResult.end.get.toUtcMilliString))) map {
+          case (response, _) =>
+            response.results partition {
+              r => r.end.isDefined && r.end.get.compareTo(workflowQueryResult.end.get) <= 0
+            } match {
+              case (y, n) if y.nonEmpty && n.isEmpty => // good
+              case (y, n) => fail(s"Found ${y.size} earlier workflows and ${n.size} later")
+            }
         }
         // Filter by submission time
         _ <- dataAccess.queryWorkflowSummaries(WorkflowQueryParameters(Seq(
-          WorkflowQueryKey.SubmissionTime.name -> workflowQueryResult2.submission.get.toString))) map { case (response, _) =>
-          response.results partition { r => r.submission.isDefined && r.submission.get.compareTo(workflowQueryResult2.submission.get) <= 0 } match {
-            case (y, n) if y.nonEmpty && n.isEmpty => // good
-            case (y, n) => fail(s"Found ${y.size} earlier workflows and ${n.size} later while filtering by submission timestamp")
-          }
+          WorkflowQueryKey.SubmissionTime.name -> workflowQueryResult2.submission.get.toUtcMilliString))) map {
+          case (response, _) =>
+            response.results partition { r =>
+              r.submission.isDefined && r.submission.get.compareTo(workflowQueryResult2.submission.get) <= 0
+            } match {
+              case (y, n) if y.nonEmpty && n.isEmpty => // good
+              case (y, n) =>
+                fail(s"Found ${y.size} earlier workflows and ${n.size} later while filtering by submission timestamp")
+            }
         }
         // Check for labels in query response
         _ <- dataAccess.queryWorkflowSummaries(WorkflowQueryParameters(Seq(

From 977630a3514ecc5564e9d105a1ed978971ad4377 Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Fri, 10 May 2019 12:48:16 -0400
Subject: [PATCH 44/46] Custom GPUs (#4939)

---
 CHANGELOG.md                                  |  15 ++
 .../ValidatedRuntimeAttributesBuilder.scala   |   2 +-
 .../standardTestCases/gpu_cuda_image.test     |  13 ++
 .../standardTestCases/gpu_on_papi.test        |  15 --
 .../gpu_on_papi/gpu_cuda_image.wdl            |  48 ++++
 .../gpu_on_papi/gpu_on_papi.wdl               |  35 +--
 .../gpu_on_papi/invalid.inputs.json           |   3 +
 .../gpu_on_papi/valid.inputs.json             |   3 +
 .../gpu_on_papi_invalid.test                  |  14 ++
 .../standardTestCases/gpu_on_papi_valid.test  |  18 ++
 src/ci/bin/testCentaurPapiV1.sh               |   4 +-
 .../pipelines/common/GpuTypeValidation.scala  |  12 +-
 .../pipelines/common/GpuValidation.scala      |   3 +
 .../common/PapiInstrumentation.scala          |  12 +-
 .../PipelinesApiRuntimeAttributes.scala       |  43 ++--
 .../api/PipelinesApiRequestManager.scala      |  72 ++++--
 .../api/PipelinesApiRequestWorker.scala       |   6 +-
 .../PipelinesApiRunCreationClient.scala       |   4 +-
 .../PipelinesApiGpuAttributesSpec.scala       |  79 +++++++
 .../PipelinesApiRuntimeAttributesSpec.scala   | 205 ++++++++----------
 .../api/request/AbortRequestHandler.scala     |   4 +-
 .../api/request/GetRequestHandler.scala       |   4 +-
 .../api/request/RunRequestHandler.scala       |   2 +-
 .../pipelines/v2alpha1/GenomicsFactory.scala  |   2 +-
 .../api/request/AbortRequestHandler.scala     |   6 +-
 .../api/request/GetRequestHandler.scala       |   6 +-
 .../api/request/RunRequestHandler.scala       |  23 +-
 27 files changed, 433 insertions(+), 220 deletions(-)
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_cuda_image.test
 delete mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi.test
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_cuda_image.wdl
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi/invalid.inputs.json
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi/valid.inputs.json
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi_invalid.test
 create mode 100644 centaur/src/main/resources/standardTestCases/gpu_on_papi_valid.test
 create mode 100644 supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiGpuAttributesSpec.scala

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 281ed72ba17..ac5cacb532d 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,6 +28,12 @@ NOTE: In the remote chance that the `system.workflow-heartbeats.ttl` has been co
 then the new configuration value `system.workflow-heartbeats.write-failure-shutdown-duration` must also be explicitly
 set less than the `ttl`.
 
+#### nVidia Driver Attribute Change
+
+The runtime attribute `nvidia-driver-version` was previously allowed only as a default runtime attribute in configuration.
+Because WDL does not allow attribute names to contain `-` characters, this has been changed to `nvidiaDriverVersion`.
+This field is now accepted within WDL files as well as within the configuration file.
+
 #### Logging long running jobs
 
 All backends can now emit slow job warnings after a configurable time running. 
@@ -45,6 +51,15 @@ backend {
 }
 ```
 
+### Runtime Attributes
+
+#### GPU Attributes
+
+* The `gpuType` attribute is no longer validated against a whitelist at workflow submission time. Instead, validation now happens at runtime. This allows any valid accelerator to be used.
+* The `nvidiaDriverVersion` attribute is now available in WDL `runtime` sections. The default continues to be `390.46` which applies if and only if GPUs are being used.
+* A default `gpuType` ("nvidia-tesla-k80") will now be applied if `gpuCount` is specified but `gpuType` is not.
+* Similarly, a default `gpuCount` (1) will be applied if `gpuType` is specified but `cpuCount` is not. 
+
 ### Bug fixes
 
 #### Better validation of workflow heartbeats
diff --git a/backend/src/main/scala/cromwell/backend/validation/ValidatedRuntimeAttributesBuilder.scala b/backend/src/main/scala/cromwell/backend/validation/ValidatedRuntimeAttributesBuilder.scala
index dc086d18879..0c2ac161eea 100644
--- a/backend/src/main/scala/cromwell/backend/validation/ValidatedRuntimeAttributesBuilder.scala
+++ b/backend/src/main/scala/cromwell/backend/validation/ValidatedRuntimeAttributesBuilder.scala
@@ -36,7 +36,7 @@ trait ValidatedRuntimeAttributesBuilder {
   /**
     * Returns validators suitable for BackendWorkflowInitializationActor.runtimeAttributeValidators.
     */
-  final lazy val validatorMap: Map[String, (Option[WomExpression]) => Boolean] = {
+  final lazy val validatorMap: Map[String, Option[WomExpression] => Boolean] = {
     validations.map(validation =>
       validation.key -> validation.validateOptionalWomExpression _
     ).toMap
diff --git a/centaur/src/main/resources/standardTestCases/gpu_cuda_image.test b/centaur/src/main/resources/standardTestCases/gpu_cuda_image.test
new file mode 100644
index 00000000000..a73457420ce
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_cuda_image.test
@@ -0,0 +1,13 @@
+name: gpu_cuda_image
+testFormat: workflowsuccess
+backends: [Papi]
+
+files {
+  workflow: gpu_on_papi/gpu_cuda_image.wdl
+}
+
+metadata {
+  status: Succeeded
+  "outputs.gpu_cuda_image.modprobe_check.0": "good"
+  "outputs.gpu_cuda_image.smi_check.0": "good"
+}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi.test b/centaur/src/main/resources/standardTestCases/gpu_on_papi.test
deleted file mode 100644
index c4b646709fe..00000000000
--- a/centaur/src/main/resources/standardTestCases/gpu_on_papi.test
+++ /dev/null
@@ -1,15 +0,0 @@
-name: gpu_on_papi
-testFormat: workflowsuccess
-backends: [Papi]
-
-files {
-  workflow: gpu_on_papi/gpu_on_papi.wdl
-}
-
-metadata {
-  status: Succeeded
-  "outputs.gpu_on_papi.tesla80GpuCount": 1
-  "outputs.gpu_on_papi.tesla80GpuType": "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/acceleratorTypes/nvidia-tesla-k80"
-  "outputs.gpu_on_papi.tesla100GpuCount": 1
-  "outputs.gpu_on_papi.tesla100GpuType": "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/acceleratorTypes/nvidia-tesla-p100"
-}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_cuda_image.wdl b/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_cuda_image.wdl
new file mode 100644
index 00000000000..5ce0a5c33a8
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_cuda_image.wdl
@@ -0,0 +1,48 @@
+version 1.0
+
+workflow gpu_cuda_image {
+
+    input {
+      Array[String] driver_versions = [ "390.46" ]
+    }
+
+    scatter (driver_version in driver_versions) {
+        call get_machine_info { input: driver_version = driver_version }
+    }
+
+    output {
+      Array[String] modprobe_check = get_machine_info.modprobe_check
+      Array[String] smi_check = get_machine_info.smi_check
+
+      Array[File] modprobe_contents = get_machine_info.modprobe_content
+      Array[File] smi_contents = get_machine_info.smi_content
+    }
+}
+
+task get_machine_info {
+    input {
+        String driver_version
+    }
+
+	command <<<
+		nvidia-modprobe --version > modprobe
+		cat modprobe | grep -q "~{driver_version}" && echo "good" > modprobe_check || echo "bad" > modprobe_check
+		nvidia-smi > smi
+		cat smi | grep -q "~{driver_version}" && echo "good" > smi_check || echo "bad" > smi_check
+	 >>>
+
+    runtime {
+        docker: "nvidia/cuda:9.0-cudnn7-devel-ubuntu16.04"
+        gpuType: "nvidia-tesla-k80"
+        gpuCount: 1
+        nvidiaDriverVersion: driver_version
+        zones: "us-central1-c"
+    }
+
+    output {
+      String modprobe_check = read_string("modprobe_check")
+      String smi_check = read_string("smi_check")
+      File modprobe_content = "modprobe"
+      File smi_content = "smi"
+    }
+}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_on_papi.wdl b/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_on_papi.wdl
index 42138ab81e9..97b0c8aace0 100644
--- a/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_on_papi.wdl
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi/gpu_on_papi.wdl
@@ -1,5 +1,26 @@
+version 1.0
+
+workflow gpu_on_papi {
+
+  input {
+    Array[String] gpus
+  }
+
+  scatter (gpu in gpus) {
+    call task_with_gpu { input: gpuTypeInput = gpu }
+  }
+
+  output {
+    Array[Int] reported_gpu_counts = task_with_gpu.gpuCount
+    Array[String] reported_gpu_types = task_with_gpu.gpuType
+  }
+}
+
+
 task task_with_gpu {
-  String gpuTypeInput
+  input {
+    String gpuTypeInput
+  }
 
   command {
     curl "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/instances/$(curl -s "http://metadata.google.internal/computeMetadata/v1/instance/name" -H "Metadata-Flavor: Google")?fields=guestAccelerators" -H "Authorization: Bearer $(gcloud auth application-default print-access-token)" -H 'Accept: application/json' --compressed
@@ -18,15 +39,3 @@ task task_with_gpu {
     zones: ["us-central1-c"]
   }
 }
-
-workflow gpu_on_papi {
-  call task_with_gpu as task_with_tesla_k80 { input: gpuTypeInput = "nvidia-tesla-k80" }
-  call task_with_gpu as task_with_tesla_p100 { input: gpuTypeInput = "nvidia-tesla-p100" }
-
-  output {
-    Int tesla80GpuCount  = task_with_tesla_k80.gpuCount
-    String tesla80GpuType = task_with_tesla_k80.gpuType
-    Int tesla100GpuCount  = task_with_tesla_p100.gpuCount
-    String tesla100GpuType = task_with_tesla_p100.gpuType
-  }
-}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi/invalid.inputs.json b/centaur/src/main/resources/standardTestCases/gpu_on_papi/invalid.inputs.json
new file mode 100644
index 00000000000..a5d8f3ba1ac
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi/invalid.inputs.json
@@ -0,0 +1,3 @@
+{
+  "gpu_on_papi.gpus": [ "nonsense value" ]
+}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi/valid.inputs.json b/centaur/src/main/resources/standardTestCases/gpu_on_papi/valid.inputs.json
new file mode 100644
index 00000000000..1b490c549b9
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi/valid.inputs.json
@@ -0,0 +1,3 @@
+{
+  "gpu_on_papi.gpus": [ "nvidia-tesla-k80", "nvidia-tesla-p100", "nvidia-tesla-p4" ]
+}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi_invalid.test b/centaur/src/main/resources/standardTestCases/gpu_on_papi_invalid.test
new file mode 100644
index 00000000000..3923a73b687
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi_invalid.test
@@ -0,0 +1,14 @@
+name: gpu_on_papi_invalid
+testFormat: workflowfailure
+backends: [Papi]
+
+files {
+  workflow: gpu_on_papi/gpu_on_papi.wdl
+  inputs: gpu_on_papi/invalid.inputs.json
+}
+
+metadata {
+  status: Failed
+
+  "calls.gpu_on_papi.task_with_gpu.failures.0.message": "Unable to complete PAPI request due to a problem with the request (Error: validating pipeline: unsupported accelerator: \"nonsense value\"). See https://cloud.google.com/compute/docs/gpus/ for a list of supported accelerators."
+}
diff --git a/centaur/src/main/resources/standardTestCases/gpu_on_papi_valid.test b/centaur/src/main/resources/standardTestCases/gpu_on_papi_valid.test
new file mode 100644
index 00000000000..59bc0a29014
--- /dev/null
+++ b/centaur/src/main/resources/standardTestCases/gpu_on_papi_valid.test
@@ -0,0 +1,18 @@
+name: gpu_on_papi_valid
+testFormat: workflowsuccess
+backends: [Papi]
+
+files {
+  workflow: gpu_on_papi/gpu_on_papi.wdl
+  inputs: gpu_on_papi/valid.inputs.json
+}
+
+metadata {
+  status: Succeeded
+  "outputs.gpu_on_papi.reported_gpu_counts.0": 1
+  "outputs.gpu_on_papi.reported_gpu_counts.1": 1
+  "outputs.gpu_on_papi.reported_gpu_counts.2": 1
+  "outputs.gpu_on_papi.reported_gpu_types.0": "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/acceleratorTypes/nvidia-tesla-k80"
+  "outputs.gpu_on_papi.reported_gpu_types.1": "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/acceleratorTypes/nvidia-tesla-p100"
+  "outputs.gpu_on_papi.reported_gpu_types.2": "https://www.googleapis.com/compute/v1/projects/broad-dsde-cromwell-dev/zones/us-central1-c/acceleratorTypes/nvidia-tesla-p4"
+}
diff --git a/src/ci/bin/testCentaurPapiV1.sh b/src/ci/bin/testCentaurPapiV1.sh
index c5a577e0993..63885cff153 100755
--- a/src/ci/bin/testCentaurPapiV1.sh
+++ b/src/ci/bin/testCentaurPapiV1.sh
@@ -25,10 +25,12 @@ export GOOGLE_SERVICE_ACCOUNT_JSON
 cromwell::build::run_centaur \
     -p 100 \
     -e localdockertest \
-    -e gpu_on_papi \
     -e relative_output_paths \
     -e relative_output_paths_colliding \
     -e standard_output_paths_colliding_prevented \
     -e invalidate_bad_caches_jes_no_copy \
+    -e gpu_cuda_image \
+    -e gpu_on_papi_valid \
+    -e gpu_on_papi_invalid
 
 cromwell::build::generate_code_coverage
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuTypeValidation.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuTypeValidation.scala
index 0867fdd1e7d..b9a3ba17d68 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuTypeValidation.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuTypeValidation.scala
@@ -3,19 +3,14 @@ package cromwell.backend.google.pipelines.common
 import cats.syntax.validated._
 import common.validation.ErrorOr.ErrorOr
 import cromwell.backend.google.pipelines.common.GpuResource.GpuType
-import cromwell.backend.google.pipelines.common.GpuResource.GpuType.GpuType
-import cromwell.backend.google.pipelines.common.GpuTypeValidation._
 import cromwell.backend.validation.{OptionalRuntimeAttributesValidation, RuntimeAttributesValidation}
 import wom.RuntimeAttributesKeys
 import wom.types.{WomStringType, WomType}
 import wom.values.{WomString, WomValue}
 
-import scala.util.{Failure, Success, Try}
-
 object GpuTypeValidation {
   lazy val instance: RuntimeAttributesValidation[GpuType] = new GpuTypeValidation
   lazy val optional: OptionalRuntimeAttributesValidation[GpuType] = instance.optional
-  private val SupportedTypesMessage = s"Supported types are ${GpuResource.GpuType.NVIDIATeslaK80.toString}, ${GpuResource.GpuType.NVIDIATeslaP100.toString}"
 }
 
 class GpuTypeValidation extends RuntimeAttributesValidation[GpuType] {
@@ -23,10 +18,7 @@ class GpuTypeValidation extends RuntimeAttributesValidation[GpuType] {
 
   override def coercion: Traversable[WomType] = Set(WomStringType)
   override def validateValue: PartialFunction[WomValue, ErrorOr[GpuType]] = {
-    case WomString(s) => Try(GpuType.withName(s.toString)) match {
-      case Success(tpe: GpuType) => tpe.validNel
-      case Failure(_: NoSuchElementException) => s"$s is not a supported GPU type. $SupportedTypesMessage".invalidNel
-      case Failure(e) => s"Could not parse $s as a valid GPU type. $SupportedTypesMessage. Error: ${e.getMessage}".invalidNel
-    }
+    case WomString(s) => GpuType(s).validNel
+    case other => s"Invalid '$key': String value required but got ${other.womType.friendlyName}. See ${GpuType.MoreDetailsURL} for a list of options".invalidNel
   }
 }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuValidation.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuValidation.scala
index 5d8eeb8e0e6..adbb44565a9 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuValidation.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/GpuValidation.scala
@@ -2,6 +2,7 @@ package cromwell.backend.google.pipelines.common
 
 import cats.data.NonEmptyList
 import cats.syntax.either._
+import cats.syntax.validated._
 import com.typesafe.config.Config
 import common.validation.ErrorOr.ErrorOr
 import cromwell.backend.validation.{OptionalRuntimeAttributesValidation, PositiveIntRuntimeAttributesValidation, RuntimeAttributesValidation}
@@ -33,5 +34,7 @@ class GpuValidation(attributeName: String) extends PositiveIntRuntimeAttributesV
             .leftMap(_ => NonEmptyList.one(s"Expecting $key runtime attribute value greater than 0"))
             .toValidated
       }
+    case other =>
+      s"Invalid gpu count. Expected positive Int but got ${other.womType.friendlyName} ${other.toWomString}".invalidNel
   }
 }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PapiInstrumentation.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PapiInstrumentation.scala
index 6fc6fc114f8..656597cf29f 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PapiInstrumentation.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PapiInstrumentation.scala
@@ -35,15 +35,15 @@ trait PapiInstrumentation extends CromwellInstrumentation {
   def abortSuccess() = increment(PapiAbortKey.concatNel(SuccessKey), BackendPrefix)
 
   def failedQuery(failedQuery: PAPIApiRequestFailed) = failedQuery.query match {
-    case _: PAPIStatusPollRequest => increment(PapiPollFailedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
-    case _: PAPIRunCreationRequest => increment(PapiRunFailedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
-    case _: PAPIAbortRequest => increment(PapiAbortFailedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
+    case _: PAPIStatusPollRequest => increment(PapiPollFailedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
+    case _: PAPIRunCreationRequest => increment(PapiRunFailedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
+    case _: PAPIAbortRequest => increment(PapiAbortFailedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
   }
 
   def retriedQuery(failedQuery: PAPIApiRequestFailed) = failedQuery.query match {
-    case _: PAPIStatusPollRequest => increment(PapiPollRetriedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
-    case _: PAPIRunCreationRequest => increment(PapiRunRetriedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
-    case _: PAPIAbortRequest => increment(PapiAbortRetriedKey.withGoogleThrowable(failedQuery.cause.e), BackendPrefix)
+    case _: PAPIStatusPollRequest => increment(PapiPollRetriedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
+    case _: PAPIRunCreationRequest => increment(PapiRunRetriedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
+    case _: PAPIAbortRequest => increment(PapiAbortRetriedKey.withGoogleThrowable(failedQuery.cause.cause), BackendPrefix)
   }
 
   def updateQueueSize(size: Int) = sendGauge(PapiKey.concatNel("queue_size"), size.toLong, BackendPrefix)
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributes.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributes.scala
index 7af5e693160..cb36dff48c0 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributes.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributes.scala
@@ -6,13 +6,13 @@ import cats.syntax.traverse._
 import cats.syntax.validated._
 import com.typesafe.config.Config
 import common.validation.ErrorOr._
-import cromwell.backend.google.pipelines.common.GpuResource.GpuType.GpuType
+import cromwell.backend.google.pipelines.common.GpuResource.GpuType
 import cromwell.backend.google.pipelines.common.io.{PipelinesApiAttachedDisk, PipelinesApiWorkingDisk}
 import cromwell.backend.standard.StandardValidatedRuntimeAttributesBuilder
 import cromwell.backend.validation.{BooleanRuntimeAttributesValidation, _}
+import eu.timepit.refined._
 import eu.timepit.refined.api.Refined
 import eu.timepit.refined.numeric.Positive
-import net.ceedubs.ficus.Ficus._
 import wdl4s.parser.MemoryUnit
 import wom.RuntimeAttributesKeys
 import wom.format.MemorySize
@@ -21,10 +21,17 @@ import wom.values._
 
 object GpuResource {
   val DefaultNvidiaDriverVersion = "390.46"
-  object GpuType extends Enumeration {
-    type GpuType = Value
-    val NVIDIATeslaP100 = Value("nvidia-tesla-p100")
-    val NVIDIATeslaK80 = Value("nvidia-tesla-k80")
+
+  final case class GpuType(name: String) {
+    override def toString: String = name
+  }
+  object GpuType {
+    val NVIDIATeslaP100 = GpuType("nvidia-tesla-p100")
+    val NVIDIATeslaK80 = GpuType("nvidia-tesla-k80")
+
+    val DefaultGpuType: GpuType = NVIDIATeslaK80
+    val DefaultGpuCount: Int Refined Positive = refineMV[Positive](1)
+    val MoreDetailsURL = "https://cloud.google.com/compute/docs/gpus/"
   }
 }
 
@@ -78,7 +85,10 @@ object PipelinesApiRuntimeAttributes {
 
   private def gpuTypeValidation(runtimeConfig: Option[Config]): OptionalRuntimeAttributesValidation[GpuType] = GpuTypeValidation.optional
 
-  private def gpuValidation(runtimeConfig: Option[Config]): OptionalRuntimeAttributesValidation[Int Refined Positive] = GpuValidation.optional
+  val GpuDriverVersionKey = "nvidiaDriverVersion"
+  private def gpuDriverValidation(runtimeConfig: Option[Config]): OptionalRuntimeAttributesValidation[String] = new StringRuntimeAttributesValidation(GpuDriverVersionKey).optional
+
+  private def gpuCountValidation(runtimeConfig: Option[Config]): OptionalRuntimeAttributesValidation[Int Refined Positive] = GpuValidation.optional
 
   private def gpuMinValidation(runtimeConfig: Option[Config]):OptionalRuntimeAttributesValidation[Int Refined Positive] = GpuValidation.optionalMin
 
@@ -130,8 +140,9 @@ object PipelinesApiRuntimeAttributes {
   def runtimeAttributesBuilder(jesConfiguration: PipelinesApiConfiguration): StandardValidatedRuntimeAttributesBuilder = {
     val runtimeConfig = jesConfiguration.runtimeConfig
     StandardValidatedRuntimeAttributesBuilder.default(runtimeConfig).withValidation(
-      gpuValidation(runtimeConfig),
+      gpuCountValidation(runtimeConfig),
       gpuTypeValidation(runtimeConfig),
+      gpuDriverValidation(runtimeConfig),
       cpuValidation(runtimeConfig),
       cpuMinValidation(runtimeConfig),
       gpuMinValidation(runtimeConfig),
@@ -155,14 +166,14 @@ object PipelinesApiRuntimeAttributes {
     val cpuPlatform: Option[String] = RuntimeAttributesValidation.extractOption(cpuPlatformValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
 
     // GPU
-    lazy val nvidiaDriverVersion = runtimeAttrsConfig.flatMap(_.as[Option[String]]("nvidia-driver-version")).getOrElse(GpuResource.DefaultNvidiaDriverVersion)
-    val gpuType: Option[GpuType] = RuntimeAttributesValidation.extractOption(gpuTypeValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
-    val gpu: Option[Int Refined Positive] = RuntimeAttributesValidation.extractOption(gpuValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
-    val gpuResource = (gpuType, gpu) match {
-      case (Some(t), Some(g)) => Option(GpuResource(t, g, nvidiaDriverVersion))
-      case (Some(_), None) => throw new RuntimeException(s"Please specify how many GPU should be attached to the instance.")
-      case (None, Some(_)) => throw new RuntimeException(s"Please specify a GPU type: ${GpuResource.GpuType.values.mkString(", ")}")
-      case (None, None) => None
+    lazy val gpuType: Option[GpuType] = RuntimeAttributesValidation.extractOption(gpuTypeValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
+    lazy val gpuCount: Option[Int Refined Positive] = RuntimeAttributesValidation.extractOption(gpuCountValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
+    lazy val gpuDriver: Option[String] = RuntimeAttributesValidation.extractOption(gpuDriverValidation(runtimeAttrsConfig).key, validatedRuntimeAttributes)
+
+    val gpuResource: Option[GpuResource] = if (gpuType.isDefined || gpuCount.isDefined || gpuDriver.isDefined) {
+      Option(GpuResource(gpuType.getOrElse(GpuType.DefaultGpuType), gpuCount.getOrElse(GpuType.DefaultGpuCount), gpuDriver.getOrElse(GpuResource.DefaultNvidiaDriverVersion)))
+    } else {
+      None
     }
 
     val zones: Vector[String] = RuntimeAttributesValidation.extract(ZonesValidation, validatedRuntimeAttributes)
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestManager.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestManager.scala
index fd8182c06fd..c94a62db9a1 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestManager.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestManager.scala
@@ -27,7 +27,7 @@ import scala.concurrent.duration._
 import scala.util.control.NoStackTrace
 
 /**
-  * Holds a set of PAPI request until a JesQueryActor pulls the work.
+  * Holds a set of PAPI request until a PipelinesApiRequestActor pulls the work.
   */
 class PipelinesApiRequestManager(val qps: Int Refined Positive, requestWorkers: Int Refined Positive, override val serviceRegistryActor: ActorRef)
                                    (implicit batchHandler: PipelinesApiRequestHandler) extends Actor
@@ -64,16 +64,16 @@ class PipelinesApiRequestManager(val qps: Int Refined Positive, requestWorkers:
     * 
   */
   private val maxBatchRequestSize: Long = 14L * 1024L * 1024L
-  private val requestTooLargeException = new PAPIApiException(new IllegalArgumentException(
-    "The task run request has exceeded the maximum PAPI request size." +
-      "If you have a task with a very large number of inputs and / or outputs in your workflow you should try to reduce it. " +
+  private val requestTooLargeException = new UserPAPIApiException(
+    cause = new IllegalArgumentException(s"The task run request has exceeded the maximum PAPI request size ($maxBatchRequestSize bytes)."),
+    helpfulHint = Option("If you have a task with a very large number of inputs and / or outputs in your workflow you should try to reduce it. " +
       "Depending on your case you could: 1) Zip your input files together and unzip them in the command. 2) Use a file of file names " +
-      "and localize the files yourself."
-  ))
+      "and localize the files yourself.")
+  )
 
   private[api] lazy val nbWorkers = requestWorkers.value
 
-  // 
+  //
   private lazy val workerBatchInterval = determineBatchInterval(qps) * nbWorkers.toLong
 
 
@@ -110,7 +110,8 @@ class PipelinesApiRequestManager(val qps: Int Refined Positive, requestWorkers:
       } else workQueue :+= create
     case abort: PAPIAbortRequest => workQueue :+= abort
     case PipelinesWorkerRequestWork(maxBatchSize) => handleWorkerAskingForWork(sender, maxBatchSize)
-    case failure: PAPIApiRequestFailed => handleQueryFailure(failure)
+    case failure: PAPIApiRequestFailed =>
+      handleQueryFailure(failure)
     case Terminated(actorRef) => onFailure(actorRef, new RuntimeException("PipelinesApiRequestHandler actor termination caught by manager") with NoStackTrace)
     case other => log.error(s"Unexpected message from {} to ${this.getClass.getSimpleName}: {}", sender().path.name, other)
   }
@@ -137,16 +138,32 @@ class PipelinesApiRequestManager(val qps: Int Refined Positive, requestWorkers:
     })
   }
 
-  private def handleQueryFailure(failure: PAPIApiRequestFailed) = if (failure.query.failedAttempts < maxRetries) {
-    val nextRequest = failure.query.withFailedAttempt
-    val delay = nextRequest.backoff.backoffMillis.millis
-    queriesWaitingForRetry = queriesWaitingForRetry + nextRequest
-    timers.startSingleTimer(nextRequest, nextRequest, delay)
-    failedQuery(failure)
-  } else {
-    retriedQuery(failure)
-    log.warning(s"PAPI request workers tried and failed $maxRetries times to make ${failure.query.getClass.getSimpleName} request to PAPI")
-    failure.query.requester ! failure
+  private def handleQueryFailure(failure: PAPIApiRequestFailed) = {
+    val userError: Boolean = failure.cause.isInstanceOf[UserPAPIApiException]
+
+    def failQuery(): Unit = {
+      // NB: we don't count user errors towards the PAPI failed queries count in our metrics:
+      if (!userError) {
+        failedQuery(failure)
+        log.warning(s"PAPI request workers tried and failed ${failure.query.failedAttempts} times to make ${failure.query.getClass.getSimpleName} request to PAPI")
+      }
+
+      failure.query.requester ! failure
+    }
+
+    def retryQuery(): Unit = {
+      retriedQuery(failure)
+      val nextRequest = failure.query.withFailedAttempt
+      val delay = nextRequest.backoff.backoffMillis.millis
+      queriesWaitingForRetry = queriesWaitingForRetry + nextRequest
+      timers.startSingleTimer(nextRequest, nextRequest, delay)
+    }
+
+    if (userError || failure.query.failedAttempts >= maxRetries ) {
+      failQuery()
+    } else {
+      retryQuery()
+    }
   }
 
   private def handleWorkerAskingForWork(papiRequestWorkerActor: ActorRef, maxBatchSize: Int) = {
@@ -197,13 +214,13 @@ class PipelinesApiRequestManager(val qps: Int Refined Positive, requestWorkers:
         work.workBatch.toList.foreach {
           case statusQuery: PAPIStatusPollRequest =>
             statusPolls += 1
-            self ! PipelinesApiStatusQueryFailed(statusQuery, new PAPIApiException(throwable))
+            self ! PipelinesApiStatusQueryFailed(statusQuery, new SystemPAPIApiException(throwable))
           case runCreationQuery: PAPIRunCreationRequest =>
             runCreations += 1
-            self ! PipelinesApiRunCreationQueryFailed(runCreationQuery, new PAPIApiException(throwable))
+            self ! PipelinesApiRunCreationQueryFailed(runCreationQuery, new SystemPAPIApiException(throwable))
           case abortQuery: PAPIAbortRequest =>
             abortRequests += 1
-            self ! PipelinesApiAbortQueryFailed(abortQuery, new PAPIApiException(throwable))
+            self ! PipelinesApiAbortQueryFailed(abortQuery, new SystemPAPIApiException(throwable))
         }
 
         log.warning(
@@ -328,7 +345,16 @@ object PipelinesApiRequestManager {
     override def getMessage: String = e.getMessage
   }
 
-  class PAPIApiException(val e: Throwable) extends RuntimeException(e) with CromwellFatalExceptionMarker {
-    override def getMessage: String = "Unable to complete PAPI request"
+  sealed trait PAPIApiException extends RuntimeException with CromwellFatalExceptionMarker {
+    def cause: Throwable
+    override def getCause: Throwable = cause
+  }
+
+  class SystemPAPIApiException(val cause: Throwable) extends PAPIApiException {
+    override def getMessage: String = s"Unable to complete PAPI request due to system or connection error (${cause.getMessage})"
+  }
+
+  final class UserPAPIApiException(val cause: Throwable, helpfulHint: Option[String]) extends PAPIApiException {
+    override def getMessage: String = s"Unable to complete PAPI request due to a problem with the request (${cause.getMessage}). ${helpfulHint.getOrElse("")}"
   }
 }
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestWorker.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestWorker.scala
index e94d92cc713..9d842983d15 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestWorker.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/PipelinesApiRequestWorker.scala
@@ -65,11 +65,7 @@ class PipelinesApiRequestWorker(val pollingManager: ActorRef, val batchInterval:
       scheduleCheckForWork()
     case Success(someFailures) =>
       val errors = someFailures collect { case Failure(t) => t.getMessage }
-      if (log.isDebugEnabled) {
-        log.warning("PAPI request worker had {} failures making {} requests: {}", errors.size, someFailures.size, errors.mkString(", "))
-      } else {
-        log.warning("PAPI request worker had {} failures making {} requests", errors.size, someFailures.size)
-      }
+      log.warning("PAPI request worker had {} failures making {} requests: {}", errors.size, someFailures.size, errors.mkString(System.lineSeparator, "," + System.lineSeparator, ""))
       scheduleCheckForWork()
     case Failure(t) =>
       // NB: Should be impossible since we only ever do completionPromise.trySuccess()
diff --git a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/clients/PipelinesApiRunCreationClient.scala b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/clients/PipelinesApiRunCreationClient.scala
index f6322e05b9a..0ff1920b732 100644
--- a/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/clients/PipelinesApiRunCreationClient.scala
+++ b/supportedBackends/google/pipelines/common/src/main/scala/cromwell/backend/google/pipelines/common/api/clients/PipelinesApiRunCreationClient.scala
@@ -3,7 +3,7 @@ package cromwell.backend.google.pipelines.common.api.clients
 import akka.actor.{Actor, ActorLogging, ActorRef}
 import cromwell.backend.google.pipelines.common.PapiInstrumentation
 import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestFactory.CreatePipelineParameters
-import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager.{PAPIApiException, PipelinesApiRunCreationQueryFailed}
+import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager.{PipelinesApiRunCreationQueryFailed, SystemPAPIApiException}
 import cromwell.backend.google.pipelines.common.api.{PipelinesApiRequestFactory, PipelinesApiRequestManager}
 import cromwell.backend.standard.StandardAsyncJob
 import cromwell.core.WorkflowId
@@ -18,7 +18,7 @@ object PipelinesApiRunCreationClient {
     * Exception used to represent the fact that a job was aborted before a creation attempt was made.
     * Meaning it was in the queue when the abort request was made, so it was just removed from the queue.
     */
-  case object JobAbortedException extends PAPIApiException(new Exception("The job was removed from the queue before a PAPI creation request was made"))
+  case object JobAbortedException extends SystemPAPIApiException(new Exception("The job was removed from the queue before a PAPI creation request was made"))
 }
 
 /**
diff --git a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiGpuAttributesSpec.scala b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiGpuAttributesSpec.scala
new file mode 100644
index 00000000000..786ff174c23
--- /dev/null
+++ b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiGpuAttributesSpec.scala
@@ -0,0 +1,79 @@
+package cromwell.backend.google.pipelines.common
+
+import cromwell.backend.google.pipelines.common.GpuResource.GpuType
+import cromwell.backend.google.pipelines.common.PipelinesApiTestConfig.papiConfiguration
+import org.scalatest.{Matchers, WordSpecLike}
+import wom.values.{WomFloat, WomInteger, WomSingleFile, WomString, WomValue}
+
+class PipelinesApiGpuAttributesSpec
+  extends WordSpecLike
+    with Matchers
+    with PipelinesApiRuntimeAttributesSpecsMixin {
+
+  val validGpuTypes = List(
+    (Option(WomString("nvidia-tesla-k80")), Option(GpuType.NVIDIATeslaK80)),
+    (Option(WomString("nvidia-tesla-p100")), Option( GpuType.NVIDIATeslaP100)),
+    (Option(WomString("custom-gpu-24601")), Option( GpuType("custom-gpu-24601"))),
+    (None, None))
+  val invalidGpuTypes = List(
+    WomSingleFile("nvidia-tesla-k80"),
+    WomInteger(100))
+
+  val validGpuCounts = List(
+    (Option(WomInteger(1)), Option(1)),
+    (Option(WomInteger(100)), Option(100)),
+    (None, None)
+  )
+  val invalidGpuCounts = List(
+    WomString("ten"),
+    WomFloat(1.0))
+
+  validGpuTypes foreach { case (validGpuType, expectedGpuTypeValue) =>
+    validGpuCounts foreach { case (validGpuCount, expectedGpuCountValue) =>
+      s"validate the valid gpu type '$validGpuType' and count '$validGpuCount'" in {
+        val runtimeAttributes = Map(
+          "docker" -> WomString("ubuntu:latest")
+        ) ++ validGpuType.map(t => "gpuType" -> t) ++ validGpuCount.map(c => "gpuCount" -> c)
+
+        val actualRuntimeAttributes = toPapiRuntimeAttributes(runtimeAttributes, emptyWorkflowOptions, papiConfiguration)
+
+        expectedGpuTypeValue match {
+          case Some(v) => actualRuntimeAttributes.gpuResource.exists(_.gpuType == v)
+          case None => actualRuntimeAttributes.gpuResource.foreach(_.gpuType == GpuType.DefaultGpuType)
+        }
+
+        expectedGpuCountValue match {
+          case Some(v) => actualRuntimeAttributes.gpuResource.exists(_.gpuCount.value == v)
+          case None => actualRuntimeAttributes.gpuResource.foreach(_.gpuCount.value == GpuType.DefaultGpuCount.value)
+        }
+
+      }
+    }
+
+    invalidGpuCounts foreach { invalidGpuCount =>
+      s"not validate a valid gpu type '$validGpuType' but an invalid gpu count '$invalidGpuCount'" in {
+        val runtimeAttributes: Map[String, WomValue] = Map(
+          "docker" -> WomString("ubuntu:latest")
+        ) ++ validGpuType.map(t => "gpuType" -> t) + ("gpuCount" -> invalidGpuCount)
+
+        assertPapiRuntimeAttributesFailedCreation(
+          runtimeAttributes,
+          s"Invalid gpu count. Expected positive Int but got")
+      }
+    }
+  }
+
+  invalidGpuTypes foreach { invalidGpuType =>
+    invalidGpuCounts foreach { invalidGpuCount =>
+      s"not validate a invalid gpu type '$invalidGpuType' and invalid gpu count '$invalidGpuCount'" in {
+        val runtimeAttributes: Map[String, WomValue] = Map(
+          "docker" -> WomString("ubuntu:latest")
+        ) + ("gpuType" -> invalidGpuType) + ("gpuCount" -> invalidGpuCount)
+
+        assertPapiRuntimeAttributesFailedCreation(
+          runtimeAttributes,
+          s"Invalid gpu count. Expected positive Int but got")
+      }
+    }
+  }
+}
diff --git a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributesSpec.scala b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributesSpec.scala
index 3dfc67b4f1a..036efb33ede 100644
--- a/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributesSpec.scala
+++ b/supportedBackends/google/pipelines/common/src/test/scala/cromwell/backend/google/pipelines/common/PipelinesApiRuntimeAttributesSpec.scala
@@ -2,13 +2,12 @@ package cromwell.backend.google.pipelines.common
 
 import cats.data.NonEmptyList
 import cromwell.backend.RuntimeAttributeDefinition
-import cromwell.backend.google.pipelines.common.GpuResource.GpuType
 import cromwell.backend.google.pipelines.common.PipelinesApiTestConfig.{googleConfiguration, papiAttributes, _}
 import cromwell.backend.google.pipelines.common.io.{DiskType, PipelinesApiAttachedDisk, PipelinesApiWorkingDisk}
 import cromwell.backend.validation.{ContinueOnReturnCodeFlag, ContinueOnReturnCodeSet}
 import cromwell.core.WorkflowOptions
 import eu.timepit.refined.refineMV
-import org.scalatest.{Matchers, WordSpecLike}
+import org.scalatest.{Matchers, TestSuite, WordSpecLike}
 import org.slf4j.helpers.NOPLogger
 import org.specs2.mock.Mockito
 import spray.json._
@@ -17,222 +16,182 @@ import wom.format.MemorySize
 import wom.types._
 import wom.values._
 
-class PipelinesApiRuntimeAttributesSpec extends WordSpecLike with Matchers with Mockito {
+import scala.util.{Failure, Success, Try}
 
-  def workflowOptionsWithDefaultRA(defaults: Map[String, JsValue]): WorkflowOptions = {
-    WorkflowOptions(JsObject(Map(
-      "default_runtime_attributes" -> JsObject(defaults)
-    )))
-  }
-
-  val expectedDefaults = new PipelinesApiRuntimeAttributes(refineMV(1), None, None, Vector("us-central1-b", "us-central1-a"), 0, 10,
-    MemorySize(2, MemoryUnit.GB), Vector(PipelinesApiWorkingDisk(DiskType.SSD, 10)), "ubuntu:latest", false,
-    ContinueOnReturnCodeSet(Set(0)), false)
+final class PipelinesApiRuntimeAttributesSpec
+  extends WordSpecLike
+    with Matchers
+    with Mockito
+    with PipelinesApiRuntimeAttributesSpecsMixin {
 
   "PipelinesApiRuntimeAttributes" should {
 
     "throw an exception when there are no runtime attributes defined." in {
       val runtimeAttributes = Map.empty[String, WomValue]
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Can't find an attribute value for key docker")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Can't find an attribute value for key docker")
     }
 
     "use hardcoded defaults if not declared in task, workflow options, or config (except for docker)" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"))
       val expectedRuntimeAttributes = expectedDefaults
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, jesConfiguration = noDefaultsJesConfiguration)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, papiConfiguration = noDefaultsPapiConfiguration)
     }
 
     "validate a valid Docker entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"))
       val expectedRuntimeAttributes = expectedDefaults
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid Docker entry" in {
       val runtimeAttributes = Map("docker" -> WomInteger(1))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting docker runtime attribute to be a String")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting docker runtime attribute to be a String")
     }
 
     "validate a valid failOnStderr entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "failOnStderr" -> WomBoolean(true))
       val expectedRuntimeAttributes = expectedDefaults.copy(failOnStderr = true)
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid failOnStderr entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "failOnStderr" -> WomString("yes"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting failOnStderr runtime attribute to be a Boolean or a String with values of 'true' or 'false'")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting failOnStderr runtime attribute to be a Boolean or a String with values of 'true' or 'false'")
     }
 
     "validate a valid continueOnReturnCode integer entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "continueOnReturnCode" -> WomInteger(1))
       val expectedRuntimeAttributes = expectedDefaults.copy(continueOnReturnCode = ContinueOnReturnCodeSet(Set(1)))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "validate a valid continueOnReturnCode boolean entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "continueOnReturnCode" -> WomBoolean(false))
       val expectedRuntimeAttributes = expectedDefaults.copy(continueOnReturnCode = ContinueOnReturnCodeFlag(false))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "validate a valid continueOnReturnCode array entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "continueOnReturnCode" -> WomArray(WomArrayType(WomIntegerType), Array(WomInteger(1), WomInteger(2))))
       val expectedRuntimeAttributes = expectedDefaults.copy(continueOnReturnCode = ContinueOnReturnCodeSet(Set(1, 2)))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "coerce then validate a valid continueOnReturnCode array entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "continueOnReturnCode" -> WomArray(WomArrayType(WomStringType), Array(WomString("1"), WomString("2"))))
       val expectedRuntimeAttributes = expectedDefaults.copy(continueOnReturnCode = ContinueOnReturnCodeSet(Set(1, 2)))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid continueOnReturnCode entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "continueOnReturnCode" -> WomString("value"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting continueOnReturnCode runtime attribute to be either a Boolean, a String 'true' or 'false', or an Array[Int]")
-    }
-
-    "validate a valid gpu entry (1)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuCount" -> WomInteger(1), "gpuType" -> WomString("nvidia-tesla-k80"))
-      val expectedRuntimeAttributes = expectedDefaults.copy(gpuResource = Option(GpuResource(gpuCount = refineMV(1), gpuType = GpuType.NVIDIATeslaK80)))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
-    }
-
-    "validate a valid gpu entry (2)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuCount" -> WomInteger(2), "gpuType" -> WomString("nvidia-tesla-p100"))
-      val expectedRuntimeAttributes = expectedDefaults.copy(gpuResource = Option(GpuResource(gpuCount = refineMV(2), gpuType = GpuType.NVIDIATeslaP100)))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
-    }
-
-    // Missing gpu type
-    "fail to validate an invalid gpu entry (1)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuCount" -> WomInteger(1))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Please specify a GPU type: nvidia-tesla-p100, nvidia-tesla-k80")
-    }
-
-    // Missing gpu count
-    "fail to validate an invalid gpu entry (2)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuType" -> WomString("nvidia-tesla-p100"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Please specify how many GPU should be attached to the instance.")
-    }
-
-    // unrecoginzed gpu type
-    "fail to validate an invalid gpu entry (3)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuCount" -> WomInteger(1), "gpuType" -> WomString("not-a-gpu"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "not-a-gpu is not a supported GPU type. Supported types are nvidia-tesla-k80, nvidia-tesla-p100")
-    }
-
-    // gpu count is not an int
-    "fail to validate an invalid gpu entry (4)" in {
-      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "gpuCount" -> WomString("value"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting gpuCount runtime attribute to be an Integer")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting continueOnReturnCode runtime attribute to be either a Boolean, a String 'true' or 'false', or an Array[Int]")
     }
 
     "validate a valid cpu entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "cpu" -> WomInteger(2))
       val expectedRuntimeAttributes = expectedDefaults.copy(cpu = refineMV(2))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "validate a valid cpu string entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "cpu" -> WomString("2"))
       val expectedRuntimeAttributes = expectedDefaults.copy(cpu = refineMV(2))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid cpu entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "cpu" -> WomString("value"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting cpu runtime attribute to be an Integer")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting cpu runtime attribute to be an Integer")
     }
 
     "validate a valid zones entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "zones" -> WomString("us-central-z"))
       val expectedRuntimeAttributes = expectedDefaults.copy(zones = Vector("us-central-z"))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid zones entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "zones" -> WomInteger(1))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting zones runtime attribute to be either a whitespace separated String or an Array[String]")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting zones runtime attribute to be either a whitespace separated String or an Array[String]")
     }
 
     "validate a valid array zones entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "zones" -> WomArray(WomArrayType(WomStringType), Array(WomString("us-central1-y"), WomString("us-central1-z"))))
       val expectedRuntimeAttributes = expectedDefaults.copy(zones = Vector("us-central1-y", "us-central1-z"))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid array zones entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "zones" -> WomArray(WomArrayType(WomIntegerType), Array(WomInteger(1), WomInteger(2))))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting zones runtime attribute to be either a whitespace separated String or an Array[String]")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting zones runtime attribute to be either a whitespace separated String or an Array[String]")
     }
 
     "validate a valid preemptible entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "preemptible" -> WomInteger(3))
       val expectedRuntimeAttributes = expectedDefaults.copy(preemptible = 3)
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid preemptible entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "preemptible" -> WomString("value"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes,
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes,
         "Expecting preemptible runtime attribute to be an Integer")
     }
 
     "validate a valid bootDiskSizeGb entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "bootDiskSizeGb" -> WomInteger(4))
       val expectedRuntimeAttributes = expectedDefaults.copy(bootDiskSize = 4)
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid bootDiskSizeGb entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "bootDiskSizeGb" -> WomString("4GB"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting bootDiskSizeGb runtime attribute to be an Integer")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting bootDiskSizeGb runtime attribute to be an Integer")
     }
 
     "validate a valid disks entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "disks" -> WomString("local-disk 20 SSD"))
       val expectedRuntimeAttributes = expectedDefaults.copy(disks = Seq(PipelinesApiAttachedDisk.parse("local-disk 20 SSD").get))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid disks entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "disks" -> WomInteger(10))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting disks runtime attribute to be a comma separated String or Array[String]")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting disks runtime attribute to be a comma separated String or Array[String]")
     }
 
     "validate a valid disks array entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "disks" -> WomArray(WomArrayType(WomStringType), Array(WomString("local-disk 20 SSD"), WomString("local-disk 30 SSD"))))
       val expectedRuntimeAttributes = expectedDefaults.copy(disks = Seq(PipelinesApiAttachedDisk.parse("local-disk 20 SSD").get, PipelinesApiAttachedDisk.parse("local-disk 30 SSD").get))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate a valid disks array entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "disks" -> WomArray(WomArrayType(WomStringType), Array(WomString("blah"), WomString("blah blah"))))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Disk strings should be of the format 'local-disk SIZE TYPE' or '/mount/point SIZE TYPE'")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Disk strings should be of the format 'local-disk SIZE TYPE' or '/mount/point SIZE TYPE'")
     }
 
     "validate a valid memory entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "memory" -> WomString("1 GB"))
       val expectedRuntimeAttributes = expectedDefaults.copy(memory = MemorySize.parse("1 GB").get)
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid memory entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "memory" -> WomString("blah"))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting memory runtime attribute to be an Integer or String with format '8 GB'")
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, "Expecting memory runtime attribute to be an Integer or String with format '8 GB'")
     }
 
     "validate a valid noAddress entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "noAddress" -> WomBoolean(true))
       val expectedRuntimeAttributes = expectedDefaults.copy(noAddress = true)
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes)
     }
 
     "fail to validate an invalid noAddress entry" in {
       val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"), "noAddress" -> WomInteger(1))
-      assertJesRuntimeAttributesFailedCreation(runtimeAttributes,
+      assertPapiRuntimeAttributesFailedCreation(runtimeAttributes,
         "Expecting noAddress runtime attribute to be a Boolean")
     }
 
@@ -247,7 +206,7 @@ class PipelinesApiRuntimeAttributesSpec extends WordSpecLike with Matchers with
 
       val workflowOptions = WorkflowOptions.fromJsonObject(workflowOptionsJson).get
       val expectedRuntimeAttributes = expectedDefaults.copy(cpu = refineMV(2))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
     }
 
     "override config default runtime attributes with task runtime attributes" in {
@@ -261,7 +220,7 @@ class PipelinesApiRuntimeAttributesSpec extends WordSpecLike with Matchers with
 
       val workflowOptions = WorkflowOptions.fromJsonObject(workflowOptionsJson).get
       val expectedRuntimeAttributes = expectedDefaults.copy(cpu = refineMV(4))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
     }
 
     "override invalid config default attributes with task runtime attributes" in {
@@ -275,29 +234,42 @@ class PipelinesApiRuntimeAttributesSpec extends WordSpecLike with Matchers with
 
       val workflowOptions = WorkflowOptions.fromJsonObject(workflowOptionsJson).get
       val expectedRuntimeAttributes = expectedDefaults.copy(cpu = refineMV(4))
-      assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
+    }
+
+    "parse cpuPlatform correctly" in {
+      val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"))
+      val workflowOptionsJson =
+        """{
+          |  "default_runtime_attributes": { "cpuPlatform": "the platform" }
+          |}
+        """.stripMargin.parseJson.asInstanceOf[JsObject]
+      val workflowOptions = WorkflowOptions.fromJsonObject(workflowOptionsJson).get
+      val expectedRuntimeAttributes = expectedDefaults.copy(cpuPlatform = Option("the platform"))
+      assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
     }
   }
+}
+
+trait PipelinesApiRuntimeAttributesSpecsMixin { this: TestSuite =>
 
-  "should parse cpuPlatform correctly" in {
-    val runtimeAttributes = Map("docker" -> WomString("ubuntu:latest"))
-    val workflowOptionsJson =
-      """{
-        |  "default_runtime_attributes": { "cpuPlatform": "the platform" }
-        |}
-      """.stripMargin.parseJson.asInstanceOf[JsObject]
-    val workflowOptions = WorkflowOptions.fromJsonObject(workflowOptionsJson).get
-    val expectedRuntimeAttributes = expectedDefaults.copy(cpuPlatform = Option("the platform"))
-    assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes, expectedRuntimeAttributes, workflowOptions)
+  def workflowOptionsWithDefaultRA(defaults: Map[String, JsValue]): WorkflowOptions = {
+    WorkflowOptions(JsObject(Map(
+      "default_runtime_attributes" -> JsObject(defaults)
+    )))
   }
 
-  private def assertJesRuntimeAttributesSuccessfulCreation(runtimeAttributes: Map[String, WomValue],
-                                                           expectedRuntimeAttributes: PipelinesApiRuntimeAttributes,
-                                                           workflowOptions: WorkflowOptions = emptyWorkflowOptions,
-                                                           defaultZones: NonEmptyList[String] = defaultZones,
-                                                           jesConfiguration: PipelinesApiConfiguration = papiConfiguration): Unit = {
+  val expectedDefaults = new PipelinesApiRuntimeAttributes(refineMV(1), None, None, Vector("us-central1-b", "us-central1-a"), 0, 10,
+    MemorySize(2, MemoryUnit.GB), Vector(PipelinesApiWorkingDisk(DiskType.SSD, 10)), "ubuntu:latest", false,
+    ContinueOnReturnCodeSet(Set(0)), false)
+
+  def assertPapiRuntimeAttributesSuccessfulCreation(runtimeAttributes: Map[String, WomValue],
+                                                    expectedRuntimeAttributes: PipelinesApiRuntimeAttributes,
+                                                    workflowOptions: WorkflowOptions = emptyWorkflowOptions,
+                                                    defaultZones: NonEmptyList[String] = defaultZones,
+                                                    papiConfiguration: PipelinesApiConfiguration = papiConfiguration): Unit = {
     try {
-      val actualRuntimeAttributes = toJesRuntimeAttributes(runtimeAttributes, workflowOptions, jesConfiguration)
+      val actualRuntimeAttributes = toPapiRuntimeAttributes(runtimeAttributes, workflowOptions, papiConfiguration)
       assert(actualRuntimeAttributes == expectedRuntimeAttributes)
     } catch {
       case ex: RuntimeException => fail(s"Exception was not expected but received: ${ex.getMessage}")
@@ -305,31 +277,36 @@ class PipelinesApiRuntimeAttributesSpec extends WordSpecLike with Matchers with
     ()
   }
 
-  private def assertJesRuntimeAttributesFailedCreation(runtimeAttributes: Map[String, WomValue],
-                                                       exMsg: String,
-                                                       workflowOptions: WorkflowOptions = emptyWorkflowOptions): Unit = {
-    try {
-      toJesRuntimeAttributes(runtimeAttributes, workflowOptions, papiConfiguration)
-      fail(s"A RuntimeException was expected with message: $exMsg")
-    } catch {
-      case ex: RuntimeException => assert(ex.getMessage.contains(exMsg))
+  def assertPapiRuntimeAttributesFailedCreation(runtimeAttributes: Map[String, WomValue],
+                                                exMsgs: List[String],
+                                                workflowOptions: WorkflowOptions): Unit = {
+    Try(toPapiRuntimeAttributes(runtimeAttributes, workflowOptions, papiConfiguration)) match {
+      case Success(oops) =>
+        fail(s"Expected error containing strings: ${exMsgs.map(s => s"'$s'").mkString(", ")} but instead got Success($oops)")
+      case Failure(ex) => exMsgs foreach { exMsg =>  assert(ex.getMessage.contains(exMsg)) }
     }
     ()
   }
 
-  private def toJesRuntimeAttributes(runtimeAttributes: Map[String, WomValue],
-                                     workflowOptions: WorkflowOptions,
-                                     jesConfiguration: PipelinesApiConfiguration): PipelinesApiRuntimeAttributes = {
-    val runtimeAttributesBuilder = PipelinesApiRuntimeAttributes.runtimeAttributesBuilder(jesConfiguration)
+  def assertPapiRuntimeAttributesFailedCreation(runtimeAttributes: Map[String, WomValue],
+                                                exMsg: String,
+                                                workflowOptions: WorkflowOptions = emptyWorkflowOptions): Unit = {
+    assertPapiRuntimeAttributesFailedCreation(runtimeAttributes, List(exMsg), workflowOptions)
+  }
+
+  def toPapiRuntimeAttributes(runtimeAttributes: Map[String, WomValue],
+                              workflowOptions: WorkflowOptions,
+                              papiConfiguration: PipelinesApiConfiguration): PipelinesApiRuntimeAttributes = {
+    val runtimeAttributesBuilder = PipelinesApiRuntimeAttributes.runtimeAttributesBuilder(papiConfiguration)
     val defaultedAttributes = RuntimeAttributeDefinition.addDefaultsToAttributes(
       staticRuntimeAttributeDefinitions, workflowOptions)(runtimeAttributes)
     val validatedRuntimeAttributes = runtimeAttributesBuilder.build(defaultedAttributes, NOPLogger.NOP_LOGGER)
-    PipelinesApiRuntimeAttributes(validatedRuntimeAttributes, jesConfiguration.runtimeConfig)
+    PipelinesApiRuntimeAttributes(validatedRuntimeAttributes, papiConfiguration.runtimeConfig)
   }
 
-  private val emptyWorkflowOptions = WorkflowOptions.fromMap(Map.empty).get
-  private val defaultZones = NonEmptyList.of("us-central1-b", "us-central1-a")
-  private val noDefaultsJesConfiguration = new PipelinesApiConfiguration(PipelinesApiTestConfig.NoDefaultsConfigurationDescriptor, genomicsFactory, googleConfiguration, papiAttributes)
-  private val staticRuntimeAttributeDefinitions: Set[RuntimeAttributeDefinition] =
+  val emptyWorkflowOptions = WorkflowOptions.fromMap(Map.empty).get
+  val defaultZones = NonEmptyList.of("us-central1-b", "us-central1-a")
+  val noDefaultsPapiConfiguration = new PipelinesApiConfiguration(PipelinesApiTestConfig.NoDefaultsConfigurationDescriptor, genomicsFactory, googleConfiguration, papiAttributes)
+  val staticRuntimeAttributeDefinitions: Set[RuntimeAttributeDefinition] =
     PipelinesApiRuntimeAttributes.runtimeAttributesBuilder(PipelinesApiTestConfig.papiConfiguration).definitions.toSet
 }
diff --git a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/AbortRequestHandler.scala b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/AbortRequestHandler.scala
index 3da2da0cc13..331cab81682 100644
--- a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/AbortRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/AbortRequestHandler.scala
@@ -6,7 +6,7 @@ import com.google.api.client.googleapis.batch.json.JsonBatchCallback
 import com.google.api.client.googleapis.json.{GoogleJsonError, GoogleJsonErrorContainer}
 import com.google.api.client.http.{HttpHeaders, HttpRequest}
 import com.google.api.services.genomics.model.Operation
-import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager.{GoogleJsonException, PipelinesApiAbortQueryFailed, PAPIAbortRequest, PAPIApiException}
+import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager._
 import cromwell.backend.google.pipelines.common.api.clients.PipelinesApiAbortClient.{PAPIAbortRequestSuccessful, PAPIOperationAlreadyCancelled, PAPIOperationHasAlreadyFinished}
 
 import scala.concurrent.{Future, Promise}
@@ -29,7 +29,7 @@ trait AbortRequestHandler { this: RequestHandler =>
         originalRequest.requester ! PAPIOperationHasAlreadyFinished(originalRequest.jobId.jobId)
         completionPromise.trySuccess(Success(()))
       } else {
-        pollingManager ! PipelinesApiAbortQueryFailed(originalRequest, new PAPIApiException(GoogleJsonException(e, responseHeaders)))
+        pollingManager ! PipelinesApiAbortQueryFailed(originalRequest, new SystemPAPIApiException(GoogleJsonException(e, responseHeaders)))
         completionPromise.trySuccess(Failure(new Exception(mkErrorString(e))))
       }
 
diff --git a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/GetRequestHandler.scala b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/GetRequestHandler.scala
index 4c3f563009a..4c683c440b4 100644
--- a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/GetRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/GetRequestHandler.scala
@@ -30,7 +30,7 @@ trait GetRequestHandler { this: RequestHandler =>
     }
 
     override def onFailure(e: GoogleJsonError, responseHeaders: HttpHeaders): Unit = {
-      pollingManager ! PipelinesApiStatusQueryFailed(originalRequest, new PAPIApiException(GoogleJsonException(e, responseHeaders)))
+      pollingManager ! PipelinesApiStatusQueryFailed(originalRequest, new SystemPAPIApiException(GoogleJsonException(e, responseHeaders)))
       completionPromise.trySuccess(Failure(new Exception(mkErrorString(e))))
       ()
     }
@@ -145,4 +145,4 @@ private[api] object GetRequestHandler {
   private def eventIfExists(name: String, metadata: Map[String, AnyRef], eventName: String): Option[ExecutionEvent] = {
     metadata.get(name) map { time => ExecutionEvent(eventName, OffsetDateTime.parse(time.toString)) }
   }
-}
\ No newline at end of file
+}
diff --git a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/RunRequestHandler.scala b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/RunRequestHandler.scala
index abe60bb26fc..af8eae8d36e 100644
--- a/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/RunRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v1alpha2/src/main/scala/cromwell/backend/google/pipelines/v1alpha2/api/request/RunRequestHandler.scala
@@ -21,7 +21,7 @@ trait RunRequestHandler { this: RequestHandler =>
     }
 
     override def onFailure(e: GoogleJsonError, responseHeaders: HttpHeaders): Unit = {
-      pollingManager ! PipelinesApiRunCreationQueryFailed(originalRequest, new PAPIApiException(GoogleJsonException(e, responseHeaders)))
+      pollingManager ! PipelinesApiRunCreationQueryFailed(originalRequest, new SystemPAPIApiException(GoogleJsonException(e, responseHeaders)))
       completionPromise.trySuccess(Failure(new Exception(mkErrorString(e))))
       ()
     }
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
index 81f7d4bcb7e..78134c6df11 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/GenomicsFactory.scala
@@ -88,7 +88,7 @@ case class GenomicsFactory(applicationName: String, authMode: GoogleAuthMode, en
 
       val accelerators = createPipelineParameters.runtimeAttributes
         .gpuResource.map(toAccelerator).toList.asJava
-      
+
       /*
        * Adjust using docker images used by Cromwell as well as the tool's docker image size if available
        */
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/AbortRequestHandler.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/AbortRequestHandler.scala
index 0d649991e6e..663d0a51c17 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/AbortRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/AbortRequestHandler.scala
@@ -4,7 +4,7 @@ import akka.actor.ActorRef
 import com.google.api.client.googleapis.batch.BatchRequest
 import com.google.api.client.googleapis.json.GoogleJsonError
 import com.google.api.client.http.HttpHeaders
-import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager.{GoogleJsonException, PipelinesApiAbortQueryFailed, PAPIAbortRequest, PAPIApiException}
+import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager._
 import cromwell.backend.google.pipelines.common.api.clients.PipelinesApiAbortClient.{PAPIAbortRequestSuccessful, PAPIOperationAlreadyCancelled, PAPIOperationHasAlreadyFinished}
 import cromwell.cloudsupport.gcp.auth.GoogleAuthMode
 
@@ -21,7 +21,7 @@ trait AbortRequestHandler { this: RequestHandler =>
       abortQuery.requester ! PAPIOperationHasAlreadyFinished(abortQuery.jobId.jobId)
       Success(())
     } else {
-      pollingManager ! PipelinesApiAbortQueryFailed(abortQuery, new PAPIApiException(GoogleJsonException(e, responseHeaders)))
+      pollingManager ! PipelinesApiAbortQueryFailed(abortQuery, new SystemPAPIApiException(GoogleJsonException(e, responseHeaders)))
       Failure(new Exception(mkErrorString(e)))
     }
   }
@@ -39,7 +39,7 @@ trait AbortRequestHandler { this: RequestHandler =>
       } yield handled
     } recover {
       case e =>
-        pollingManager ! PipelinesApiAbortQueryFailed(abortQuery, new PAPIApiException(e))
+        pollingManager ! PipelinesApiAbortQueryFailed(abortQuery, new SystemPAPIApiException(e))
         Failure(e)
     }
   }
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
index 6fa092cdff7..34a7923964e 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/GetRequestHandler.scala
@@ -34,14 +34,14 @@ trait GetRequestHandler { this: RequestHandler =>
       TrySuccess(())
     case response =>
       val failure = Try(GoogleJsonError.parse(GoogleAuthMode.jsonFactory, response)) match {
-        case TrySuccess(googleError) => new PAPIApiException(GoogleJsonException(googleError, response.getHeaders))
-        case Failure(_) => new PAPIApiException(new RuntimeException(s"Failed to get status for operation ${pollingRequest.jobId.jobId}: HTTP Status Code: ${response.getStatusCode}"))
+        case TrySuccess(googleError) => new SystemPAPIApiException(GoogleJsonException(googleError, response.getHeaders))
+        case Failure(_) => new SystemPAPIApiException(new RuntimeException(s"Failed to get status for operation ${pollingRequest.jobId.jobId}: HTTP Status Code: ${response.getStatusCode}"))
       }
       pollingManager ! PipelinesApiStatusQueryFailed(pollingRequest, failure)
       Failure(failure)
   } recover {
     case e =>
-      pollingManager ! PipelinesApiStatusQueryFailed(pollingRequest, new PAPIApiException(e))
+      pollingManager ! PipelinesApiStatusQueryFailed(pollingRequest, new SystemPAPIApiException(e))
       Failure(e)
   }
 
diff --git a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/RunRequestHandler.scala b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/RunRequestHandler.scala
index 7b3818ec4ce..1b655b41edb 100644
--- a/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/RunRequestHandler.scala
+++ b/supportedBackends/google/pipelines/v2alpha1/src/main/scala/cromwell/backend/google/pipelines/v2alpha1/api/request/RunRequestHandler.scala
@@ -8,6 +8,7 @@ import com.google.api.client.http.{HttpHeaders, HttpRequest}
 import com.google.api.services.genomics.v2alpha1.model.Operation
 import cromwell.backend.google.pipelines.common.api.PipelinesApiRequestManager._
 import cromwell.backend.standard.StandardAsyncJob
+import cromwell.backend.google.pipelines.v2alpha1.api.request.RunRequestHandler.HttpUserErrorCodeInitialNumber
 
 import scala.concurrent.{Future, Promise}
 import scala.util.{Failure, Success, Try}
@@ -21,8 +22,21 @@ trait RunRequestHandler { this: RequestHandler =>
     }
 
     override def onFailure(e: GoogleJsonError, responseHeaders: HttpHeaders): Unit = {
-      pollingManager ! PipelinesApiRunCreationQueryFailed(originalRequest, new PAPIApiException(GoogleJsonException(e, responseHeaders)))
-      completionPromise.trySuccess(Failure(new Exception(mkErrorString(e))))
+
+      val rootCause = new Exception(mkErrorString(e))
+
+      val papiFailureException = if (e.getCode.toString.startsWith(HttpUserErrorCodeInitialNumber)) {
+        val helpfulHint = if (rootCause.getMessage.contains("unsupported accelerator")) {
+          Option("See https://cloud.google.com/compute/docs/gpus/ for a list of supported accelerators.")
+        } else None
+
+        new UserPAPIApiException(GoogleJsonException(e, responseHeaders), helpfulHint)
+      } else {
+        new SystemPAPIApiException(GoogleJsonException(e, responseHeaders))
+      }
+
+      pollingManager ! PipelinesApiRunCreationQueryFailed(originalRequest, papiFailureException)
+      completionPromise.trySuccess(Failure(papiFailureException))
       ()
     }
   }
@@ -45,3 +59,8 @@ trait RunRequestHandler { this: RequestHandler =>
 
   private def getJob(operation: Operation) = StandardAsyncJob(operation.getName)
 }
+
+object RunRequestHandler {
+  // Because HTTP 4xx errors indicate user error:
+  val HttpUserErrorCodeInitialNumber: String = "4"
+}

From 747aa97592a1b0350471871bda81c454b6da3bba Mon Sep 17 00:00:00 2001
From: Chris Llanwarne <cjllanwarne@users.noreply.github.com>
Date: Fri, 10 May 2019 14:17:30 -0400
Subject: [PATCH 45/46] Call cache no copy fixups and centaur error
 improvements (#4951)

---
 .../centaur/reporting/Slf4jReporter.scala     |  5 +++--
 .../invalidate_bad_caches_jes_no_copy.test    |  3 +++
 .../src/main/scala/centaur/test/Test.scala    | 20 ++++++++++++++-----
 3 files changed, 21 insertions(+), 7 deletions(-)

diff --git a/centaur/src/it/scala/centaur/reporting/Slf4jReporter.scala b/centaur/src/it/scala/centaur/reporting/Slf4jReporter.scala
index c0be908f26f..a5da61eacbc 100644
--- a/centaur/src/it/scala/centaur/reporting/Slf4jReporter.scala
+++ b/centaur/src/it/scala/centaur/reporting/Slf4jReporter.scala
@@ -24,9 +24,10 @@ class Slf4jReporter(override val params: ErrorReporterParams)
     IO {
       val message =
         s"Test '${testEnvironment.name}' " +
-          centaurTestException.workflowIdOption.map("with workflow id '" + _ + "' ").getOrElse("") +
           s"failed on attempt ${testEnvironment.attempt + 1} " +
-          s"of ${testEnvironment.retries + 1}"
+          s"of ${testEnvironment.retries + 1} " +
+          centaurTestException.workflowIdOption.map("with workflow id '" + _ + "' ").getOrElse("")
+
       logger.error(message, centaurTestException)
     }
   }
diff --git a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
index 2b22b9096af..b2986be4b12 100644
--- a/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
+++ b/centaur/src/main/resources/standardTestCases/invalidate_bad_caches_jes_no_copy.test
@@ -2,6 +2,9 @@ name: invalidate_bad_caches_jes_no_copy
 testFormat: workflowsuccess
 backends: [Papi-Caching-No-Copy]
 
+# No point retrying failures since they'll just end up colliding with previous results:
+retryTestFailures: false
+
 files {
   workflow: invalidate_bad_caches/invalidate_bad_caches_no_copy.wdl
 }
diff --git a/centaur/src/main/scala/centaur/test/Test.scala b/centaur/src/main/scala/centaur/test/Test.scala
index 77400c7a668..89a528c1e97 100644
--- a/centaur/src/main/scala/centaur/test/Test.scala
+++ b/centaur/src/main/scala/centaur/test/Test.scala
@@ -6,11 +6,10 @@ import cats.Monad
 import cats.effect.IO
 import cats.instances.list._
 import cats.syntax.traverse._
-import centaur.test.metadata.WorkflowFlatMetadata._
 import centaur._
 import centaur.api.CentaurCromwellClient
-import centaur.api.CentaurCromwellClient.LogFailures
 import centaur.test.metadata.WorkflowFlatMetadata
+import centaur.test.metadata.WorkflowFlatMetadata._
 import centaur.test.submit.SubmitHttpResponse
 import centaur.test.workflow.Workflow
 import com.google.api.services.genomics.Genomics
@@ -22,9 +21,10 @@ import com.typesafe.config.Config
 import common.validation.Validation._
 import configs.syntax._
 import cromwell.api.CromwellClient.UnsuccessfulRequestException
-import cromwell.api.model.{CallCacheDiff, Failed, SubmittedWorkflow, TerminalStatus, WorkflowId, WorkflowMetadata, WorkflowStatus}
+import cromwell.api.model.{CallCacheDiff, Failed, SubmittedWorkflow, Succeeded, TerminalStatus, WorkflowId, WorkflowMetadata, WorkflowStatus}
 import cromwell.cloudsupport.gcp.GoogleConfiguration
 import cromwell.cloudsupport.gcp.auth.GoogleAuthMode
+import io.circe.parser._
 import spray.json.JsString
 
 import scala.concurrent.ExecutionContext.Implicits.global
@@ -204,6 +204,7 @@ object Operations {
 
 
       override def run: IO[SubmittedWorkflow] = status(timeout).timeout(CentaurConfig.maxWorkflowLength)
+
     }
   }
 
@@ -223,7 +224,17 @@ object Operations {
             case s if s == expectedStatus => IO.pure(workflow)
             case s: TerminalStatus =>
               CentaurCromwellClient.metadata(workflow) flatMap { metadata =>
-                val message = s"Unexpected terminal status $s but was waiting for $expectedStatus (workflow ID: ${workflow.id})"
+                val failuresString = if (expectedStatus == Succeeded) {
+                  (for {
+                    metadataJson <- parse(metadata.value).toOption
+                    asObject <- metadataJson.asObject
+                    failures <- asObject.toMap.get("failures")
+                  } yield s" Metadata 'failures' content: ${failures.spaces2}").getOrElse("No additional failure information found in metadata.")
+                } else {
+                  ""
+                }
+
+                val message = s"Unexpected terminal status $s but was waiting for $expectedStatus (workflow ID: ${workflow.id}).$failuresString"
                 IO.raiseError(CentaurTestException(message, testDefinition, workflow, metadata))
               }
             case _ => for {
@@ -386,7 +397,6 @@ object Operations {
         validateMetadata(workflow, expectedMetadata).handleErrorWith({ _ =>
           for {
             _ <- IO.sleep(2.seconds)
-            _ = if (LogFailures) Console.err.println(s"Metadata mismatch for ${submittedWorkflow.id} - retrying")
             recurse <- eventuallyMetadata(workflow, expectedMetadata)
           } yield recurse
         })

From a3fc1750acafdfdbb6cb16b5cbe17cb3f82cd2e3 Mon Sep 17 00:00:00 2001
From: Michael Franklin <michael@illusional.net>
Date: Tue, 14 May 2019 00:33:27 +1000
Subject: [PATCH 46/46] [develop] Cleanup AWS Documentation in Hackathon
 (#4859)

Update AWS docs
---
 docs/RuntimeAttributes.md     | 235 +++++++++++++++++++---------------
 docs/backends/AWSBatch.md     |  59 +++++++++
 docs/tutorials/AwsBatch101.md | 179 ++++++++++++--------------
 mkdocs.yml                    |   1 +
 4 files changed, 269 insertions(+), 205 deletions(-)
 create mode 100644 docs/backends/AWSBatch.md

diff --git a/docs/RuntimeAttributes.md b/docs/RuntimeAttributes.md
index 9bcff3886f4..12a6166105b 100644
--- a/docs/RuntimeAttributes.md
+++ b/docs/RuntimeAttributes.md
@@ -5,8 +5,6 @@ Runtime attributes can be specified in one of two ways:
  1. Within a task you can specify runtime attributes to customize the environment for the call.  
  2. [Default runtime attributes](#default-values) for all tasks can be specified in [Workflow Options](wf_options/Overview.md).
 
- >* Certain [Backends](backends/Backends) only support certain runtime attributes.  See [Backend Support](#backend-support) for a table.
-
 _Task Example_
 
 ```
@@ -27,6 +25,36 @@ workflow jes_workflow {
 }
 ```
 
+
+## Recognized Runtime attributes and Backends
+
+Cromwell recognizes certain runtime attributes and has the ability to format these for some [Backends](/backends/Backends). See the table below for common attributes that apply to _most_ backends.
+
+| Runtime Attribute    | LOCAL |  Google Cloud  | AWS Batch |  HPC  |
+| -------------------- |:-----:|:-----:|:-----:|:------:|
+| [cpu](#cpu)                  |       |   x   |   x   |  `cpu`  |
+| [memory](#memory)                              |       |   x   |   x   |  `memory_mb` / `memory_gb`  |
+| [disks](#disks)                                |       |   x   |       |  *  |
+| [docker](#docker)                              |   x   |   x   |   x   |  `docker` (see below)  |
+| [maxRetries](#maxretries)                      |   x   |   x   |   x   | * |
+| [continueOnReturnCode](#continueonreturncode) |   x   |   x   |   x   | * |
+| [failOnStderr](#failonstderr)                  |   x   |   x   |   x   |  *  |
+
+
+> `*` The HPC [Shared Filesystem backend](/backends/HPC#shared-filesystem) (SFS) is fully configurable and any number of attributes can be exposed. Cromwell recognizes some of these attributes (`cpu`, `memory` and `docker`) and parses them into the attribute listed in the table which can be used within the HPC backend configuration.
+
+
+### Google Cloud Specific Attributes
+There are a number of additional runtime attributes that apply to the Google Cloud Platform:
+
+- [zones](#zones)
+- [preemptible](#preemptible)
+- [bootDiskSizeGb](#bootdisksizegb)
+- [noAddress](#noaddress)
+- [gpuCount and gpuType](#gpucount-and-gputype)
+
+
+
 ## Expression support
 
 Runtime attribute values are interpreted as expressions.  This means that it has the ability to express the value of a runtime attribute as a function of one of the task's inputs.  
@@ -48,7 +76,7 @@ task runtime_test {
 }
 ```
 
-SGE and similar backends may define other configurable runtime attributes beyond the five listed. To find more information about SGE, view [Sun GridEngine](backends/SGE).
+HPC backends may define other configurable runtime attributes beyond the five listed, to find out more visit the [SunGridEngine](/backends/SGE) tutorial.
 
 ## Default Values
 
@@ -104,61 +132,63 @@ And the effective runtime for `task second` is:
 
 Note how for `task second` the WDL value for `docker` is used instead of the default provided in the workflow options.
 
-## `continueOnReturnCode`
 
-When each task finishes it returns a code. Normally, a non-zero return code indicates a failure. However you can override this behavior by specifying the `continueOnReturnCode` attribute.
+## Runtime Attribute Descriptions
 
-When set to false, any non-zero return code will be considered a failure. When set to true, all return codes will be considered successful.
+### `cpu`
 
-```
-runtime {
-  continueOnReturnCode: true
-}
-```
+*Default: _1_*
 
-When set to an integer, or an array of integers, only those integers will be considered as successful return codes.
+The `cpu` runtime attribute represents the number of cores that a job requires, however each backend may interpret this differently:
 
-```
-runtime {
-  continueOnReturnCode: 1
-}
-```
+- In Google Cloud: this is interpreted as "the minimum number of cores to use."
+- In HPCs (SFS): this is configurable, but usually a reservation and/or limit of number of cores.
 
+Example
 ```
 runtime {
-  continueOnReturnCode: [0, 1]
+  cpu: 2
 }
 ```
 
-Defaults to "0".
 
-## `cpu`
+#### CWL
+
+CWL splits the `cpu` requirement into `cpuMin` and `cpuMax`. If one of them is provided, `cpu` will inherit this value. If both of them are provided, `cpu` will take the value of `cpuMin`.
+If none is provided, `cpu` will default to its default value.
+
+Note: If provided, `cpuMin` and/or `cpuMax` will be available to the [HPC runtime attribute configuration](/tutorials/HPCIntro.md#specifying-the-runtime-attributes-for-your-hpc-tasks).
+
+
+### `memory`
+*Default: "2G"*
+
+Memory is the amount of RAM that should be allocated to a task, however each backend may interpret this differently:
 
-Passed to Google Cloud: "The minimum number of cores to use."
+- Google Cloud: The minimum amount of RAM to use.
+- SFS: Configurable, but usually a reservation and/or limit of memory.
 
-Passed to SGE, etc.: Configurable, but usually a reservation and/or limit of number of cores.
+The memory size is specified as an amount and units of memory, for example "4G":
 
 ```
 runtime {
-  cpu: 2
+  memory: "4G"
 }
 ```
 
-Defaults to "1".
+Within the SFS backend, you can additionally specify `memory_mb` or `memory_gb` as runtime attributes within the configuration. More information can be found [here](https://cromwell.readthedocs.io/en/stable/tutorials/HPCIntro/#specifying-the-runtime-attributes-for-your-hpc-tasks).
 
-**CWL**
+#### CWL
 
-CWL splits the `cpu` requirement into `cpuMin` and `cpuMax`.
-If one of them is provided, `cpu` will inherit this value. If both of them are provided, `cpu` will take the value of `cpuMin`.
-If none is provided, `cpu` will default to its default value.
+CWL splits the `memory` requirement into `ramMin` and `ramMax`. If one of them is provided, `memory` will inherit this value. If both of them are provided, `memory` will take the value of `ramMin`. If none is provided, `memory` will default to its default value.
+
+Note: If provided, `ramMin` and/or `ramMax` will be available to the [HPC runtime attribute configuration](/tutorials/HPCIntro.md#specifying-the-runtime-attributes-for-your-hpc-tasks).
 
-Note: Runtime attributes are handled by backends as they please. 
-The PAPI backend for instance will only honor `cpuMin`.
-If provided, `cpuMin` and/or `cpuMax` will be available to the [HPC runtime attribute configuration](tutorials/HPCIntro.md#specifying-the-runtime-attributes-for-your-hpc-tasks).
 
-## `disks`
+### `disks`
+
+This attribute specifies volumes that will be mounted to the VM for your job. These volumes are where you can read and write files that will be used by the commands within your workflow. 
 
-This is currently used by the [Google Cloud backend](backends/Google). You can use this attribute to specify volumes that will be mounted to the VM for your job.  These volumes are where you can read and write files that will be used by the commands within your workflow.
 
 They are specified as a comma separated list of disks. Each disk is further separated as a space separated triplet (e.g. `local-disk 10 SSD`) consisting of:
 
@@ -168,6 +198,9 @@ They are specified as a comma separated list of disks. Each disk is further sepa
 
 All tasks launched on Google Cloud *must* have a `local-disk`.  If one is not specified in the runtime section of the task, then a default of `local-disk 10 SSD` will be used.  The `local-disk` will be mounted to `/cromwell_root`.
 
+For the AWS Batch backend, the disk volume is managed by AWS EBS with autoscaling capabilities.  As such, the Disk size and disk type will be ignored. If provided, the mount point will be verified at runtime.
+
+
 The Disk type must be one of "LOCAL", "SSD", or "HDD". When set to "LOCAL", the size of the drive is automatically provisioned by Google so any size specified in WDL will be ignored. All disks are set to auto-delete after the job completes.
 
 *Example 1: Changing the Localization Disk*
@@ -186,46 +219,67 @@ runtime {
 }
 ```
 
-## `bootDiskSizeGb`
+### `docker`
+
+When specified, Cromwell will run your task within the specified Docker image. 
 
-In addition to working disks, Google Cloud allows specification of a boot disk size. This is the disk where the docker image itself is booted (**not the working directory of your task on the VM**).
-Its primary purpose is to ensure that larger docker images can fit on the boot disk.
 ```
 runtime {
-  # Yikes, we have a big OS in this docker image! Allow 50GB to hold it:
-  bootDiskSizeGb: 50
+  docker: "ubuntu:latest"
 }
 ```
 
-Since no `local-disk` entry is specified, Cromwell will automatically add `local-disk 10 SSD` to this list.
+- Local: Cromwell will automatically run the docker container.
+- SFS: When a docker container exists within a task, the `submit-docker` method is called. See the [Getting started with containers](/tutorials/Containers/) guide for more information.
+- GCP: This attribute is mandatory when submitting tasks to Google Cloud.
+- AWS Batch: This attribute is mandatory when submitting tasks to AWS Batch.
 
-## `zones`
 
-The ordered list of zone preference (see [Region and Zones](https://cloud.google.com/compute/docs/zones) documentation for specifics).
+### `maxRetries`
 
-*The zones are specified as a space separated list, with no commas:*
+*Default: _0_*
+
+This retry option is introduced to provide a method for tackling transient job failures. For example, if a task fails due to a timeout from accessing an external service, then this option helps re-run the failed the task without having to re-run the entire workflow. It takes an Int as a value that indicates the maximum number of times Cromwell should retry a failed task. This retry is applied towards jobs that fail while executing the task command. This method only applies to transient job failures and is a feeble attempt to retry a job, that is it cannot be used to increase memory in out-of-memory situations.
+
+If using the Google backend, it's important to note that The `maxRetries` count is independent from the [preemptible](#preemptible) count. For example, the task below can be retried up to 6 times if it's preempted 3 times AND the command execution fails 3 times.
 
 ```
 runtime {
-  zones: "us-central1-c us-central1-b"
+  preemptible: 3
+  maxRetries: 3
 }
 ```
 
-Defaults to the configuration setting `genomics.default-zones` in the Google Cloud configuration block, which in turn defaults to using `us-central1-b`.
+### `continueOnReturnCode`
+*Default: _0_*
 
-## `docker`
+When each task finishes it returns a code. Normally, a non-zero return code indicates a failure. However you can override this behavior by specifying the `continueOnReturnCode` attribute.
 
-When specified, cromwell will run your task within the specified Docker image.
+When set to false, any non-zero return code will be considered a failure. When set to true, all return codes will be considered successful.
 
 ```
 runtime {
-  docker: "ubuntu:latest"
+  continueOnReturnCode: true
 }
 ```
 
-This attribute is mandatory when submitting tasks to Google Cloud. When running on other backends, they default to not running the process within Docker.
+When set to an integer, or an array of integers, only those integers will be considered as successful return codes.
+
+```
+runtime {
+  continueOnReturnCode: 1
+}
+```
+
+```
+runtime {
+  continueOnReturnCode: [0, 1]
+}
+```
 
-## `failOnStderr`
+### `failOnStderr`
+
+*Default: _false_*
 
 Some programs write to the standard error stream when there is an error, but still return a zero exit code. Set `failOnStderr` to true for these tasks, and it will be considered a failure if anything is written to the standard error stream.
 
@@ -235,35 +289,25 @@ runtime {
 }
 ```
 
-Defaults to "false".  
 
-## `memory`
 
-Passed to Google Cloud: "The minimum amount of RAM to use."
+### `zones`
 
-Passed to SGE, etc.: Configurable, but usually a reservation and/or limit of memory.
+The ordered list of zone preference (see [Region and Zones](https://cloud.google.com/compute/docs/zones) documentation for specifics).
 
-The memory size is specified as an amount and units of memory, for example "4 G":
+*The zones are specified as a space separated list, with no commas:*
 
 ```
 runtime {
-  memory: "4G"
+  zones: "us-central1-c us-central1-b"
 }
 ```
 
-Defaults to "2G".
-
-**CWL**
-
-CWL splits the `memory` requirement into `ramMin` and `ramMax`.
-If one of them is provided, `memory` will inherit this value. If both of them are provided, `memory` will take the value of `ramMin`.
-If none is provided, `memory` will default to its default value.
+Defaults to the configuration setting `genomics.default-zones` in the Google Cloud configuration block, which in turn defaults to using `us-central1-b`.
 
-Note: Runtime attributes are handled by backends as they please.
-The PAPI backend for instance will only honor `ramMin`.
-If provided, `ramMin` and/or `ramMax` will be available to the [HPC runtime attribute configuration](tutorials/HPCIntro.md#specifying-the-runtime-attributes-for-your-hpc-tasks).
+### `preemptible`
 
-## `preemptible`
+*Default: _0_*
 
 Passed to Google Cloud: "If applicable, preemptible machines may be used for the run."
 
@@ -276,37 +320,24 @@ runtime {
 }
 ```
 
-Defaults to 0.
 
-## `gpuCount` and `gpuType`
 
-Attach GPUs to the instance when running on the Pipelines API: https://cloud.google.com/compute/docs/gpus/
-Make sure to choose a zone for which the type of GPU you want to attach is available.
 
-The two types of GPU supported are `nvidia-tesla-k80` and `nvidia-tesla-p100`.
-
-runtime {
-    gpuType: "nvidia-tesla-k80"
-    gpuCount: 2
-    zones: ["us-central1-c"]
-}
-
-## `maxRetries`
-
-This retry option is introduced to provide a strategy for tackling transient job failures. For example, if a task fails due to a timeout from accessing an external service, then this option helps re-run the failed the task without having to re-run the entire workflow. It takes an Int as a value that indicates the maximum number of times Cromwell should retry a failed task. This retry is applied towards jobs that fail while executing the task command. 
-
-If using the Google backend, it's important to note that The `maxRetries` count is independent from the [preemptible](#preemptible) count. For example, the task below can be retried up to 6 times if it's preempted 3 times AND the command execution fails 3 times.
+### `bootDiskSizeGb`
 
+In addition to working disks, Google Cloud allows specification of a boot disk size. This is the disk where the docker image itself is booted (**not the working directory of your task on the VM**).
+Its primary purpose is to ensure that larger docker images can fit on the boot disk.
 ```
 runtime {
-  preemptible: 3
-  maxRetries: 3
+  # Yikes, we have a big OS in this docker image! Allow 50GB to hold it:
+  bootDiskSizeGb: 50
 }
 ```
 
-Defaults to 0.
+Since no `local-disk` entry is specified, Cromwell will automatically add `local-disk 10 SSD` to this list.
+
 
-## `noAddress`
+### `noAddress`
 
 This runtime attribute adds support to disable assigning external IP addresses to VMs provisioned by the Google backend. If set to true, the VM will NOT be provided with a public IP address, and only contain an internal IP. If this option is enabled, the associated job can only load docker images from Google Container Registry, and the job executable cannot use external services other than Google APIs.
 
@@ -339,25 +370,17 @@ runtime {
 ```
 
 
+### `gpuCount` and `gpuType`
 
-## Backend Support
-
-[Backends](backends/Backends) only support certain attributes. See table below:
-
-| Runtime Attribute    | LOCAL |  Google Cloud  |  SGE  |
-| -------------------- |:-----:|:-----:|:-----:|
-| [continueOnReturnCode](#continueonreturncode) |   x   |   x   |   x   |
-| [cpu](#cpu)                  |       |   x   |   x   |
-| [disks](#disks)                                |       |   x   |       |
-| [zones](#zones)                                |       |   x   |       |
-| [docker](#docker)                              |   x   |   x   |   x   |
-| [failOnStderr](#failOnStderr)                  |   x   |   x   |   x   |
-| [memory](#memory)                              |       |   x   |   x   |
-| [preemptible](#preemptible)                    |       |   x   |       |
-| [bootDiskSizeGb](#bootdisksizegb)              |       |   x   |       |
-| [maxRetries](#maxRetries)                      |   x   |   x   |   x   |
-| [noAddress](#noAddress)                        |       |   x   |       |
-
+Attach GPUs to the instance when running on the Pipelines API: https://cloud.google.com/compute/docs/gpus/
+Make sure to choose a zone for which the type of GPU you want to attach is available.
 
+The two types of GPU supported are `nvidia-tesla-k80` and `nvidia-tesla-p100`.
 
-[Shared Filesystem backend](backends/HPC#shared-filesystem) is fully configurable and thus these attributes do not apply universally.
+```
+runtime {
+    gpuType: "nvidia-tesla-k80"
+    gpuCount: 2
+    zones: ["us-central1-c"]
+}
+```
diff --git a/docs/backends/AWSBatch.md b/docs/backends/AWSBatch.md
new file mode 100644
index 00000000000..a3314ec773b
--- /dev/null
+++ b/docs/backends/AWSBatch.md
@@ -0,0 +1,59 @@
+# AWS Batch Backend
+
+AWS Batch is a set of batch management capabilities that dynamically provision the optimal quantity and type of compute resources (e.g., CPU or memory optimized instances) based on the volume and specific resource requirements of the batch jobs submitted.
+
+This section provides details on how to configure the AWS Batch backend with Cromwell. For instructions on common configuration and deployment tutorial, see [Getting started with AWS Batch](https://cromwell.readthedocs.io/en/develop/tutorials/AwsBatch101/). 
+
+
+
+## Resources and Runtime Attributes
+
+Cromwell and AWS Batch recognizes number of runtime attributes, more information can be found in the [customize tasks](/RuntimeAttributes#recognized-runtime-attributes-and-backends) page.
+
+
+## Running Cromwell on an EC2 instance
+
+Cromwell can be run on an EC2 instance and submit jobs to AWS Batch, AWS provide [CloudFormation stacks and guides](https://docs.opendata.aws/genomics-workflows/orchestration/cromwell/cromwell-overview/) to building the correct IAM permissions.
+
+
+
+## Scaling Requirements
+For a Cromwell server that will run multiple workflows, or workflows with many steps (e.g. ones with large scatter steps), it is recommended to setup a database to store workflow metadata.  The application config file will expect a SQL database location. Follow [these instructions](https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/aurora-serverless.create.html) on how to create a serverless Amazon Aurora database. 
+
+## Configuring Cromwell for AWS Batch
+
+Within the `*.conf` file, you have a number of options to change the Cromwell's interaction with AWS Batch.
+
+### Filesystems
+> More information about filesystems can be found on the [Filesystems page](/filesystems/Filesystems/).
+> 
+
+Amazon's S3 storage is a supported filesystem in both the engine and backend, this means that S3 files can be referenced at a workflow level, and as input files, provided they are prefixed by `'s3://'`.
+
+* filesystems
+* filesystems.s3.auth
+* filesystems.s3.caching.duplication-strategy
+
+### Configuring Authentication
+
+To allow Cromwell to talk to AWS, the `default` authentication scheme uses the [default authentication provider](https://docs.aws.amazon.com/sdk-for-java/v1/developer-guide/credentials.html) with the following AWS search paths:
+- Environment Variables - `AWS_ACCESS_KEY_ID` and `AWS_SECRET_ACCESS_KEY`
+- Java system properties - `aws.accessKeyId` and `aws.secretKey`
+- Default credential profiles file - Created by the AWS CLI, typically located at `~/.aws/credentials`
+- _Instance profile credentials_ - Only relevant on EC2 instances
+
+### Allowing private Docker containers
+
+AWS Batch allows the use of private Docker containers by providing `dockerhub` credentials. Under the specific backend's configuration, you can provide the following object:
+
+```hocon
+(backend.providers.AWSBatch.config.)dockerhub = {
+  // account = ""
+  // token = ""
+}
+```
+
+### More configuration options
+
+* `(backend.providers.AWSBatch.config.)concurrent-job-limit` specifies the number of jobs that Cromwell will allow to be running in AWS at the same time. Tune this parameter based on how many nodes are in the compute environment.
+* `(backend.providers.AWSBatch.config.)root` points to the S3 bucket where workflow outputs are stored. This becomes a path on the root instance, and by default is cromwell_root. This is monitored by preinstalled daemon that expands drive space on the host, ie AWS EBS autoscale.  This path is used as the 'local-disk' for containers.
diff --git a/docs/tutorials/AwsBatch101.md b/docs/tutorials/AwsBatch101.md
index d3b63cae792..9b8bb272710 100644
--- a/docs/tutorials/AwsBatch101.md
+++ b/docs/tutorials/AwsBatch101.md
@@ -8,108 +8,77 @@ This tutorial page relies on completing the previous tutorial:
 
 ### Goals
 
-At the end of this tutorial you'll have run your first workflow against AWS Batch
+At the end of this tutorial you'll have configured your local environment to run workflows using Cromwell on AWS Batch.
 
 ### Let's get started!
 
+To create all the resources for running a Cromwell server on AWS using CloudFormation, launch the [Cromwell Full Stack Deployment](https://docs.opendata.aws/genomics-workflows/orchestration/cromwell/cromwell-overview/).  Alternatively, this page will walk through the specific steps to configure and run a local Cromwell server using AWS Batch.
 
-**Configuring the AWS environment**
+1. [Authenticating a local Cromwell server with AWS](#authenticating-a-local-cromwell-server-with-aws)
+2. [Configuring the AWS environment](#configuring-the-aws-environment)
+3. [Configuring Cromwell](#configuring-cromwell)
+4. [Workflow Source Files](#workflow-source-files)
+5. [Running Cromwell and AWS](#running-cromwell-and-aws)
+6. [Outputs](#outputs)
 
-Install the <a href="https://docs.aws.amazon.com/cli/latest/userguide/installing.html" target="_blank">AWS CLI</a>.
+#### Authenticating a local Cromwell server with AWS
 
-<a href="https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-getting-started.html" target="_blank">Configure the CLI for use.</a>
-Note that if using an EC2 instance, the <a href="https://docs.aws.amazon.com/cli/latest/userguide/cli-metadata.html" target="_blank">
-instance metadata, provided by an instance role</a> is generally preferred.
-Also, any EC2 instance using <a href="https://aws.amazon.com/amazon-linux-ami/" target="_blank">Amazon Linux</a>
-comes with the AWS CLI pre-installed.
+The easiest way to allow a local Cromwell server to talk to AWS is to:
 
-Create a <a href="https://docs.aws.amazon.com/AmazonS3/latest/dev/UsingBucket.html">S3 bucket</a> to hold Cromwell execution directories.
-We will refer to this bucket as `s3-bucket-name`, and the full identifier as `s3://s3-bucket-name`.
-`aws s3 mb s3://<s3-bucket-name>` 
+1. Install the AWS CLI through Amazon's [user guide](https://docs.aws.amazon.com/cli/latest/userguide/installing.html).
+2. [Configure the AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/cli-chap-configure.html) by calling `aws configure` (provide your `Access Key` and `Secret Access Key` when prompted).
 
-More information and instructions to properly setup an AWS environment to work
-properly with Cromwell on AWS can be found on the
-[AWS for Genomics Workflow page](https://docs.opendata.aws/genomics-workflows/).
+Cromwell can access these credentials through the default authentication provider. For more options, see the [Configuring authentication of Cromwell with AWS](/backends/AWSBatch#configuring-authentication) section below.
 
-**Workflow Source Files**
 
-Copy over the sample `hello.wdl` and `hello.inputs` files to the same directory as the Cromwell jar. 
-This workflow takes a string value as specified in the inputs file and writes it to stdout. 
+#### Configuring the AWS environment
 
+Next you'll need the following setup in your AWS account:
+- The core set of resources (S3 Bucket, IAM Roles, AWS Batch)
+- Custom Compute Resource (Launch Template or AMI) with Cromwell Additions
 
-***hello.wdl***
-```
-task hello {
-  String addressee
-  command {
-    echo "Hello ${addressee}! Welcome to Cromwell . . . on AWS!"
-  }
-  output {
-    String message = read_string(stdout())
-  }
-  runtime {
-    docker: "ubuntu:latest"
-  }
-}
+Information and instructions to setup an AWS environment to work properly with Cromwell can be found on [AWS for Genomics Workflow](https://docs.opendata.aws/genomics-workflows/core-env/introduction/). By deploying the CloudFormation templates provided by AWS, the stack will output the S3 bucket name and two AWS Batch queue ARNs (default and high-priority) used in the Cromwell configuration.
 
-workflow wf_hello {
-  call hello
 
-  output {
-     hello.message
-  }
-}
-```
 
-***hello.inputs***
-```
-{
-  "wf_hello.hello.addressee": "World"
-}
-```
 
-**AWS Configuration File**
+#### Configuring Cromwell
 
-Copy over the sample `aws.conf` file utilizing
-<a href="https://docs.aws.amazon.com/sdk-for-java/v1/developer-guide/credentials.html" target="_blank">the default credential provider chain</a>
-to the same directory that contains your sample WDL, inputs and Cromwell jar.
+Now we're going to configure Cromwell to use the AWS resources we just created by updating a `*.conf` file to use the `AWSBackend` at runtime. This requires three pieces of information:
 
-Replace in the configuration file:
+- The [AWS Region](https://docs.aws.amazon.com/general/latest/gr/rande.html) where your resources are deployed.
+- S3 bucket name where Cromwell will store its execution files.
+- The ARN of the AWS Batch queue you want to use for your tasks.
 
-* `<your-region>` with the region where your resources are launched (e.g. "us-east-1")
-* `<s3-bucket-name>` with the appropriate bucket name
-* `<your queue arn here>` with either your default or high priority queue ARN
+You can replace the placeholders (`<your region>`, `<your-s3-bucket-name>` and `<your-queue-arn>`) in the following config:
 
-***aws.conf***
-```
+##### `aws.conf`
+
+```hocon
 include required(classpath("application"))
 
 aws {
 
   application-name = "cromwell"
-
   auths = [
     {
       name = "default"
       scheme = "default"
     }
   ]
-
   region = "<your-region>"
 }
 
 engine {
   filesystems {
-    s3 {
-      auth = "default"
-    }
+    s3.auth = "default"
   }
 }
 
 backend {
-  default = "AWSBATCH"
+  default = "AWSBatch"
   providers {
-    AWSBATCH {
+    AWSBatch {
       actor-factory = "cromwell.backend.impl.aws.AwsBatchBackendLifecycleActorFactory"
       config {
         
@@ -117,7 +86,7 @@ backend {
         numCreateDefinitionAttempts = 6
 
         // Base bucket for workflow executions
-        root = "s3://<s3-bucket-name>/cromwell-execution"
+        root = "s3://<your-s3-bucket-name>/cromwell-execution"
 
         // A reference to an auth defined in the `aws` stanza at the top.  This auth is used to create
         // Jobs and manipulate auth JSONs.
@@ -137,13 +106,54 @@ backend {
     }
   }
 }
+
 ```
 
-**Run Workflow**
+For more information about this configuration or how to change the behaviour of AWS Batch, visit the [AWS Backend](/backends/AWSBatch) page.
 
-`java -Dconfig.file=aws.conf -jar cromwell-36.jar run hello.wdl -i hello.inputs`
 
-**Outputs**
+#### Workflow Source Files 
+
+Lastly, create an example workflow to run. We're going to define a simple workflow that will `echo` a string to the console and return the result to Cromwell. Within AWS Batch (like other cloud providers), we're required to specify a Docker container for every task.
+
+##### `hello.wdl`
+
+```wdl
+task hello {
+  String addressee = "Cromwell"
+  command {
+    echo "Hello ${addressee}! Welcome to Cromwell . . . on AWS!"
+  }
+  output {
+    String message = read_string(stdout())
+  }
+  runtime {
+    docker: "ubuntu:latest"
+  }
+}
+
+workflow wf_hello {
+  call hello
+  output { hello.message }
+}
+```
+
+#### Running Cromwell and AWS 
+
+Provided all of the files are within the same directory, we can run our workflow with the following command:
+
+> **Note**: You might have a different Cromwell version number here
+
+```bash
+java -Dconfig.file=aws.conf -jar cromwell-36.jar run hello.wdl
+```
+
+This will:
+1. Start Cromwell in `run` mode,
+2. Prepare `hello.wdl` as a job and submit this to your AWS Batch queue. You can monitor the job within your [AWS Batch dashboard](https://console.aws.amazon.com/batch/home).
+3. Run the job, write execution files back to S3, and report progress back to Cromwell.
+
+#### Outputs
 
 The end of your workflow logs should report the workflow outputs.
 
@@ -161,37 +171,8 @@ Success!
 
 ### Next steps
 
-You might find the following tutorials interesting to tackle next:
-
-* [Persisting Data Between Restarts](PersistentServer)
-* [Server Mode](ServerMode.md)
-
-### Configuration Reference
-
-Auth configuration. This requires a "name" and a "scheme".  Authentication schemes are:
-
-* default: This uses the default authentication provider, which uses
-  standard AWS search paths (Environment variables, configuration file, instance metadata)
-  to determine access key and secret key
-* custom_keys: This requires the definition of "access-key" and "secret-key"
-* assume_role: This requires the definition of "base-auth" and "role-arn". An optional "external-id" can be provided
-
-More config:
-
-* concurrent-job-limit
-* root
-* dockerhub
-* dockerhub.account
-* dockerhub.token
-* filesystems
-* filesystems.s3.auth
-* filesystems.s3.caching.duplication-strategy
-* default-runtime-attributes
-* default-runtime-attributes.disks
-* default-runtime-attributes.memory
-* default-runtime-attributes.zones
-* default-runtime-attributes.continueOnReturnCode
-* default-runtime-attributes.cpu
-* default-runtime-attributes.noAddress
-* default-runtime-attributes.docker
-* default-runtime-attributes.failOnStderr
+You might find the following tutorials and guides interesting to tackle next:
+
+* [Server Mode](/tutorials/ServerMode)
+* [AWS Batch Backend](/backends/AWSBatch)
+* [Persisting Data Between Restarts](/tutorials/PersistentServer)
diff --git a/mkdocs.yml b/mkdocs.yml
index 885ac85d5b8..b1bf557ef52 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -51,6 +51,7 @@ pages:
     - Overview: backends/Backends.md
     - Local: backends/Local.md
     - Google Cloud: backends/Google.md
+    - AWS Batch: backends/AWSBatch.md
     - Alibaba Cloud: backends/BCS.md
     - AWS Batch (beta): backends/AWS.md
     - GA4GH TES: backends/TES.md