From 12434f0e2fa2db08406570ce2f086939717b0096 Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 19 Sep 2023 14:25:50 -0700 Subject: [PATCH 01/12] change default limit dictionary index size to 2^16 --- pkg/config/config.go | 18 ++++++++++-------- 1 file changed, 10 insertions(+), 8 deletions(-) diff --git a/pkg/config/config.go b/pkg/config/config.go index 9c063692..3a93e539 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -42,16 +42,18 @@ type Config struct { type Option func(*Config) // DefaultConfig returns a Config with the following default values: -// - Pool: memory.NewGoAllocator() -// - InitIndexSize: math.MaxUint16 -// - LimitIndexSize: math.MaxUint32 -// - Stats: false -// - Zstd: true +// - Pool: memory.NewGoAllocator() +// - InitIndexSize: math.MaxUint16 +// - LimitIndexSize: math.MaxUint32 +// - Stats: false +// - Zstd: true func DefaultConfig() *Config { return &Config{ - Pool: memory.NewGoAllocator(), - InitIndexSize: math.MaxUint16, - LimitIndexSize: math.MaxUint32, + Pool: memory.NewGoAllocator(), + InitIndexSize: math.MaxUint16, + // The default dictionary index limit is set to 2^16 - 1 + // to keep the overall memory usage of the encoder and decoder low. + LimitIndexSize: math.MaxUint16, Stats: false, Zstd: true, } From 8e335950a89774bb8b8c6be02d7e0c203583706f Mon Sep 17 00:00:00 2001 From: querel Date: Thu, 28 Sep 2023 09:36:08 -0700 Subject: [PATCH 02/12] make sure --tags=assert doesn't raise any issue for all the tests --- Makefile | 2 +- pkg/otel/common/arrow/related_data.go | 5 ++--- pkg/otel/common/otlp/attributes.go | 10 ++++------ pkg/otel/logs/arrow/all_test.go | 2 -- pkg/otel/logs/arrow/logs.go | 9 ++++++--- pkg/otel/logs/otlp/logs.go | 6 +++--- pkg/otel/logs/validation_test.go | 6 ++---- pkg/otel/metrics/arrow/metrics.go | 9 ++++++--- pkg/otel/metrics/otlp/ehistogram.go | 6 ++++-- pkg/otel/metrics/otlp/exemplar.go | 6 +++--- pkg/otel/metrics/otlp/histogram.go | 6 ++++-- pkg/otel/metrics/otlp/metrics.go | 5 +++-- pkg/otel/metrics/otlp/number_data_point.go | 6 ++++-- pkg/otel/metrics/otlp/summary.go | 6 ++++-- pkg/otel/metrics/validation_test.go | 6 ++---- pkg/otel/traces/arrow/all_test.go | 4 ---- pkg/otel/traces/arrow/traces.go | 9 ++++++--- pkg/otel/traces/otlp/event.go | 6 +++--- pkg/otel/traces/otlp/link.go | 6 +++--- pkg/otel/traces/otlp/traces.go | 6 +++--- pkg/otel/traces/validation_test.go | 11 +++++------ 21 files changed, 68 insertions(+), 64 deletions(-) diff --git a/Makefile b/Makefile index a21d8c50..aeaa1660 100644 --- a/Makefile +++ b/Makefile @@ -22,7 +22,7 @@ BUILD_INFO_IMPORT_PATH=go.opentelemetry.io/collector/internal/version all: gotidy test build test: - for dir in $(GODIRS); do (cd $${dir} && $(GOCMD) test ./...); done + for dir in $(GODIRS); do (cd $${dir} && $(GOCMD) test --tags=assert ./...); done fmt: for dir in $(GODIRS); do (cd $${dir} && $(GOCMD) fmt ./...); done diff --git a/pkg/otel/common/arrow/related_data.go b/pkg/otel/common/arrow/related_data.go index 0d427d94..479203a0 100644 --- a/pkg/otel/common/arrow/related_data.go +++ b/pkg/otel/common/arrow/related_data.go @@ -267,9 +267,8 @@ func (m *RelatedRecordsManager) Release() { for _, b := range m.builders { b.Release() } - for _, b := range m.builderExts { - b.Release() - } + // m.builderExts are not released because the releasable resources are + // already released by the builders. } func (m *RelatedRecordsManager) RecordBuilderExt(payloadType *PayloadType) *builder.RecordBuilderExt { diff --git a/pkg/otel/common/otlp/attributes.go b/pkg/otel/common/otlp/attributes.go index 781480ef..9b9960aa 100644 --- a/pkg/otel/common/otlp/attributes.go +++ b/pkg/otel/common/otlp/attributes.go @@ -129,10 +129,9 @@ func (s *Attributes32Store) AttributesByDeltaID(ID uint32) *pcommon.Map { } // Attributes16StoreFrom creates an Attribute16Store from an arrow.Record. -// Note: This function consume the record. +// Note: This function doesn't release the record passed as argument. This is +// the responsibility of the caller func Attributes16StoreFrom(record arrow.Record, store *Attributes16Store) error { - defer record.Release() - attrIDS, err := SchemaToAttributeIDs(record.Schema()) if err != nil { return werror.Wrap(err) @@ -226,10 +225,9 @@ func Attributes16StoreFrom(record arrow.Record, store *Attributes16Store) error } // Attributes32StoreFrom creates an Attributes32Store from an arrow.Record. -// Note: This function consume the record. +// Note: This function doesn't release the record passed as argument. This is +// the responsibility of the caller func Attributes32StoreFrom(record arrow.Record, store *Attributes32Store) error { - defer record.Release() - attrIDS, err := SchemaToAttributeIDs(record.Schema()) if err != nil { return werror.Wrap(err) diff --git a/pkg/otel/logs/arrow/all_test.go b/pkg/otel/logs/arrow/all_test.go index ffa2363a..a728d41c 100644 --- a/pkg/otel/logs/arrow/all_test.go +++ b/pkg/otel/logs/arrow/all_test.go @@ -141,8 +141,6 @@ func TestLogs(t *testing.T) { relatedRecord.Record().Release() require.JSONEq(t, expected, string(observed)) - - relatedRecord.Record().Release() } } diff --git a/pkg/otel/logs/arrow/logs.go b/pkg/otel/logs/arrow/logs.go index b0d7cedf..649688c1 100644 --- a/pkg/otel/logs/arrow/logs.go +++ b/pkg/otel/logs/arrow/logs.go @@ -97,7 +97,10 @@ type LogsBuilder struct { relatedData *RelatedData } -// NewLogsBuilder creates a new LogsBuilder with a given allocator. +// NewLogsBuilder creates a new LogsBuilder. +// +// Important Note: The recordBuilder parameter will not be released by this +// LogsBuilder as it's shared with other instances of log builders. func NewLogsBuilder( recordBuilder *builder.RecordBuilderExt, cfg *Config, @@ -417,10 +420,10 @@ func (b *LogsBuilder) Append(logs plog.Logs) (err error) { // Release releases the memory allocated by the builder. func (b *LogsBuilder) Release() { if !b.released { - b.builder.Release() - b.released = true + // b.builder is a shared resource => not released here b.relatedData.Release() + b.released = true } } diff --git a/pkg/otel/logs/otlp/logs.go b/pkg/otel/logs/otlp/logs.go index 2a221832..8b7f57c5 100644 --- a/pkg/otel/logs/otlp/logs.go +++ b/pkg/otel/logs/otlp/logs.go @@ -54,10 +54,10 @@ type LogRecordIDs struct { } // LogsFrom creates a [plog.Logs] from the given Arrow Record. -// Note: This function consume the record. +// +// Important Note: This function doesn't take ownership of the record, so the +// record must be released by the caller. func LogsFrom(record arrow.Record, relatedData *RelatedData) (plog.Logs, error) { - defer record.Release() - logs := plog.NewLogs() if relatedData == nil { diff --git a/pkg/otel/logs/validation_test.go b/pkg/otel/logs/validation_test.go index 514713f5..cf9e69ab 100644 --- a/pkg/otel/logs/validation_test.go +++ b/pkg/otel/logs/validation_test.go @@ -116,9 +116,8 @@ func CheckEncodeDecode( // Convert the Arrow records back to OTLP. logs, err := logsotlp.LogsFrom(record, relatedData) - require.NoError(t, err) - record.Release() + require.NoError(t, err) assert.Equiv(stdTesting, []json.Marshaler{expectedRequest}, []json.Marshaler{plogotlp.NewExportRequestFromLogs(logs)}) } @@ -175,12 +174,11 @@ func CheckEncodeMessUpDecode( // Convert the Arrow records back to OTLP. _, err = logsotlp.LogsFrom(record, relatedData) + record.Release() if mainRecordChanged || relatedData == nil { require.Error(t, err) } else { require.NoError(t, err) } - - record.Release() } diff --git a/pkg/otel/metrics/arrow/metrics.go b/pkg/otel/metrics/arrow/metrics.go index d6203fe3..255f33c7 100644 --- a/pkg/otel/metrics/arrow/metrics.go +++ b/pkg/otel/metrics/arrow/metrics.go @@ -68,7 +68,10 @@ type MetricsBuilder struct { relatedData *RelatedData } -// NewMetricsBuilder creates a new MetricsBuilder with a given allocator. +// NewMetricsBuilder creates a new MetricsBuilder. +// +// Important Note: The rBuilder parameter will not be released by this +// MetricsBuilder as it's shared with other instances of metrics builders. func NewMetricsBuilder( rBuilder *builder.RecordBuilderExt, cfg *Config, @@ -285,10 +288,10 @@ func (b *MetricsBuilder) Append(metrics pmetric.Metrics) error { // Release releases the memory allocated by the builder. func (b *MetricsBuilder) Release() { if !b.released { - b.builder.Release() - b.released = true + // b.builder is a shared resource, so we don't release it here. b.relatedData.Release() + b.released = true } } diff --git a/pkg/otel/metrics/otlp/ehistogram.go b/pkg/otel/metrics/otlp/ehistogram.go index a07ad9fe..5ff67ac0 100644 --- a/pkg/otel/metrics/otlp/ehistogram.go +++ b/pkg/otel/metrics/otlp/ehistogram.go @@ -145,9 +145,11 @@ func SchemaToEHistogramIDs(schema *arrow.Schema) (*EHistogramDataPointIDs, error }, nil } +// EHistogramDataPointsStoreFrom converts an arrow Record into an EHistogramDataPointsStore. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func EHistogramDataPointsStoreFrom(record arrow.Record, exemplarsStore *ExemplarsStore, attrsStore *otlp.Attributes32Store) (*EHistogramDataPointsStore, error) { - defer record.Release() - store := &EHistogramDataPointsStore{ dataPointsByID: make(map[uint16]pmetric.ExponentialHistogramDataPointSlice), } diff --git a/pkg/otel/metrics/otlp/exemplar.go b/pkg/otel/metrics/otlp/exemplar.go index 76ec503a..21bfac03 100644 --- a/pkg/otel/metrics/otlp/exemplar.go +++ b/pkg/otel/metrics/otlp/exemplar.go @@ -102,13 +102,13 @@ func (s *ExemplarsStore) ExemplarsByID(ID uint32) pmetric.ExemplarSlice { } // ExemplarsStoreFrom creates an ExemplarsStore from an arrow.Record. -// Note: This function consume the record. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func ExemplarsStoreFrom( record arrow.Record, attrsStore *otlp.Attributes32Store, ) (*ExemplarsStore, error) { - defer record.Release() - store := &ExemplarsStore{ exemplarsByIDs: make(map[uint32]pmetric.ExemplarSlice), } diff --git a/pkg/otel/metrics/otlp/histogram.go b/pkg/otel/metrics/otlp/histogram.go index 329fe976..2d5ef193 100644 --- a/pkg/otel/metrics/otlp/histogram.go +++ b/pkg/otel/metrics/otlp/histogram.go @@ -132,9 +132,11 @@ func SchemaToHistogramIDs(schema *arrow.Schema) (*HistogramDataPointIDs, error) }, nil } +// HistogramDataPointsStoreFrom converts an arrow Record to a HistogramDataPointsStore. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func HistogramDataPointsStoreFrom(record arrow.Record, exemplarsStore *ExemplarsStore, attrsStore *otlp.Attributes32Store) (*HistogramDataPointsStore, error) { - defer record.Release() - store := &HistogramDataPointsStore{ dataPointsByID: make(map[uint16]pmetric.HistogramDataPointSlice), } diff --git a/pkg/otel/metrics/otlp/metrics.go b/pkg/otel/metrics/otlp/metrics.go index c879ff4c..1b647f90 100644 --- a/pkg/otel/metrics/otlp/metrics.go +++ b/pkg/otel/metrics/otlp/metrics.go @@ -43,9 +43,10 @@ type ( ) // MetricsFrom creates a [pmetric.Metrics] from the given Arrow Record. +// +// Important Note: This function doesn't take ownership of the record, so the +// record must be released by the caller. func MetricsFrom(record arrow.Record, relatedData *RelatedData) (pmetric.Metrics, error) { - defer record.Release() - metrics := pmetric.NewMetrics() if relatedData == nil { diff --git a/pkg/otel/metrics/otlp/number_data_point.go b/pkg/otel/metrics/otlp/number_data_point.go index ac33e939..c11d3eae 100644 --- a/pkg/otel/metrics/otlp/number_data_point.go +++ b/pkg/otel/metrics/otlp/number_data_point.go @@ -103,9 +103,11 @@ func SchemaToNDPIDs(schema *arrow.Schema) (*NumberDataPointIDs, error) { }, nil } +// NumberDataPointsStoreFrom converts an Arrow record to a NumberDataPointsStore. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func NumberDataPointsStoreFrom(record arrow.Record, exemplarsStore *ExemplarsStore, attrsStore *otlp.Attributes32Store) (*NumberDataPointsStore, error) { - defer record.Release() - store := &NumberDataPointsStore{ dataPointsByID: make(map[uint16]pmetric.NumberDataPointSlice), } diff --git a/pkg/otel/metrics/otlp/summary.go b/pkg/otel/metrics/otlp/summary.go index f3e96430..ebe8ec2e 100644 --- a/pkg/otel/metrics/otlp/summary.go +++ b/pkg/otel/metrics/otlp/summary.go @@ -110,9 +110,11 @@ func SchemaToSummaryIDs(schema *arrow.Schema) (*SummaryDataPointIDs, error) { }, nil } +// SummaryDataPointsStoreFrom converts an Arrow record into a SummaryDataPointsStore. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func SummaryDataPointsStoreFrom(record arrow.Record, attrsStore *otlp.Attributes32Store) (*SummaryDataPointsStore, error) { - defer record.Release() - store := &SummaryDataPointsStore{ dataPointsByID: make(map[uint16]pmetric.SummaryDataPointSlice), } diff --git a/pkg/otel/metrics/validation_test.go b/pkg/otel/metrics/validation_test.go index 41453ea3..7093142f 100644 --- a/pkg/otel/metrics/validation_test.go +++ b/pkg/otel/metrics/validation_test.go @@ -163,9 +163,8 @@ func CheckEncodeDecode(t *testing.T, expectedRequest pmetricotlp.ExportRequest) // Convert the Arrow records back to OTLP. metrics, err := otlp.MetricsFrom(record, relatedData) - require.NoError(t, err) - record.Release() + require.NoError(t, err) assert.Equiv(stdTesting, []json.Marshaler{expectedRequest}, []json.Marshaler{pmetricotlp.NewExportRequestFromMetrics(metrics)}) } @@ -224,12 +223,11 @@ func OneRoundOfMessUpArrowRecords(t *testing.T, expectedRequest pmetricotlp.Expo // Convert the Arrow records back to OTLP. _, err = otlp.MetricsFrom(record, relatedData) + record.Release() if mainRecordChanged || relatedData == nil { require.Error(t, err) } else { require.NoError(t, err) } - - record.Release() } diff --git a/pkg/otel/traces/arrow/all_test.go b/pkg/otel/traces/arrow/all_test.go index 408da706..49a35a2a 100644 --- a/pkg/otel/traces/arrow/all_test.go +++ b/pkg/otel/traces/arrow/all_test.go @@ -402,11 +402,7 @@ func TestTraces(t *testing.T) { actual, err := relatedRecord.Record().MarshalJSON() require.NoError(t, err) - relatedRecord.Record().Release() - require.JSONEq(t, expected, string(actual)) - - relatedRecord.Record().Release() } } diff --git a/pkg/otel/traces/arrow/traces.go b/pkg/otel/traces/arrow/traces.go index 227146ec..7baef2ff 100644 --- a/pkg/otel/traces/arrow/traces.go +++ b/pkg/otel/traces/arrow/traces.go @@ -84,7 +84,10 @@ type TracesBuilder struct { relatedData *RelatedData } -// NewTracesBuilder creates a new TracesBuilder with a given allocator. +// NewTracesBuilder creates a new TracesBuilder. +// +// Important Note: This function doesn't take ownership of the rBuilder parameter. +// The caller is responsible for releasing it func NewTracesBuilder( rBuilder *builder.RecordBuilderExt, cfg *Config, @@ -314,10 +317,10 @@ func (b *TracesBuilder) Append(traces ptrace.Traces) error { // Release releases the memory allocated by the builder. func (b *TracesBuilder) Release() { if !b.released { - b.builder.Release() - b.released = true + // b.builder is a shared resource, we don't own it so we don't release it. b.relatedData.Release() + b.released = true } } diff --git a/pkg/otel/traces/otlp/event.go b/pkg/otel/traces/otlp/event.go index 851fc62c..9b41fbec 100644 --- a/pkg/otel/traces/otlp/event.go +++ b/pkg/otel/traces/otlp/event.go @@ -71,14 +71,14 @@ func (s *SpanEventsStore) EventsByID(ID uint16) []*ptrace.SpanEvent { } // SpanEventsStoreFrom creates an SpanEventsStore from an arrow.Record. -// Note: This function consume the record. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func SpanEventsStoreFrom( record arrow.Record, attrsStore *otlp.Attributes32Store, conf *tarrow.EventConfig, ) (*SpanEventsStore, error) { - defer record.Release() - store := &SpanEventsStore{ eventsByID: make(map[uint16][]*ptrace.SpanEvent), } diff --git a/pkg/otel/traces/otlp/link.go b/pkg/otel/traces/otlp/link.go index bcc61c7b..466c726f 100644 --- a/pkg/otel/traces/otlp/link.go +++ b/pkg/otel/traces/otlp/link.go @@ -72,14 +72,14 @@ func (s *SpanLinksStore) LinksByID(ID uint16) []*ptrace.SpanLink { } // SpanLinksStoreFrom creates an SpanLinksStore from an arrow.Record. -// Note: This function consume the record. +// +// Important Note: This function doesn't take ownership of the record. The +// caller is responsible for releasing it. func SpanLinksStoreFrom( record arrow.Record, attrsStore *otlp.Attributes32Store, conf *tarrow.LinkConfig, ) (*SpanLinksStore, error) { - defer record.Release() - store := &SpanLinksStore{ linksByID: make(map[uint16][]*ptrace.SpanLink), } diff --git a/pkg/otel/traces/otlp/traces.go b/pkg/otel/traces/otlp/traces.go index 017232c4..7b356f6c 100644 --- a/pkg/otel/traces/otlp/traces.go +++ b/pkg/otel/traces/otlp/traces.go @@ -60,10 +60,10 @@ type ( ) // TracesFrom creates a [ptrace.Traces] from the given Arrow Record. -// Note: This function consume the record. +// +// Important Note: This function doesn't take ownership of the record, so the +// record must be released by the caller. func TracesFrom(record arrow.Record, relatedData *RelatedData) (ptrace.Traces, error) { - defer record.Release() - traces := ptrace.NewTraces() if relatedData == nil { diff --git a/pkg/otel/traces/validation_test.go b/pkg/otel/traces/validation_test.go index 3178e0e5..943a3bf2 100644 --- a/pkg/otel/traces/validation_test.go +++ b/pkg/otel/traces/validation_test.go @@ -320,9 +320,8 @@ func CheckEncodeDecode( // Convert the Arrow record back to OTLP. traces, err := tracesotlp.TracesFrom(record, relatedData) - require.NoError(t, err) - record.Release() + require.NoError(t, err) assert.Equiv(stdTesting, []json.Marshaler{expectedRequest}, []json.Marshaler{ptraceotlp.NewExportRequestFromTraces(traces)}) } @@ -379,14 +378,13 @@ func CheckEncodeMessUpDecode( // Convert the Arrow record back to OTLP. _, err = tracesotlp.TracesFrom(record, relatedData) + record.Release() if mainRecordChanged || relatedData == nil { require.Error(t, err) } else { require.NoError(t, err) } - - record.Release() } // TestConversionFromRealData tests the conversion of OTLP traces to Arrow and back to OTLP. @@ -427,6 +425,8 @@ func checkTracesConversion(t *testing.T, expectedRequest ptraceotlp.ExportReques for { tb, err := tracesarrow.NewTracesBuilder(rBuilder, tracesarrow.NewConfig(conf), stats.NewProducerStats()) + defer tb.Release() + require.NoError(t, err) err = tb.Append(expectedRequest.Traces()) require.NoError(t, err) @@ -444,12 +444,11 @@ func checkTracesConversion(t *testing.T, expectedRequest ptraceotlp.ExportReques // Convert the Arrow records back to OTLP. traces, err := tracesotlp.TracesFrom(record, relatedData) + record.Release() if err != nil { t.Fatal(err) } - defer record.Release() - assert.Equiv(stdTesting, []json.Marshaler{expectedRequest}, []json.Marshaler{ptraceotlp.NewExportRequestFromTraces(traces)}) } From f98774643b0d588ae8b0418483143453a3eb3ded Mon Sep 17 00:00:00 2001 From: querel Date: Thu, 28 Sep 2023 16:55:49 -0700 Subject: [PATCH 03/12] create trace_analyzer command to better understand a trace dataset --- pkg/benchmark/dataset/real_trace_dataset.go | 10 +-- pkg/benchmark/profileable/arrow/logs.go | 2 +- pkg/benchmark/profileable/arrow/metrics.go | 2 +- pkg/benchmark/profileable/arrow/traces.go | 2 +- pkg/benchmark/profiler.go | 4 +- pkg/config/config.go | 42 +++++++-- pkg/otel/arrow_record/consumer.go | 3 - pkg/otel/arrow_record/producer.go | 77 +++++++++++----- pkg/otel/common/schema/builder/record.go | 4 +- pkg/otel/logs/arrow/logs.go | 2 +- pkg/otel/metrics/arrow/metrics.go | 2 +- pkg/otel/stats/stats.go | 65 +++++++++++++- pkg/otel/traces/arrow/traces.go | 2 +- tools/trace_analyzer/README.md | 29 ++++++ tools/trace_analyzer/main.go | 98 +++++++++++++++++++++ 15 files changed, 292 insertions(+), 52 deletions(-) create mode 100644 tools/trace_analyzer/README.md create mode 100644 tools/trace_analyzer/main.go diff --git a/pkg/benchmark/dataset/real_trace_dataset.go b/pkg/benchmark/dataset/real_trace_dataset.go index cc1b4c9a..9c0e6789 100644 --- a/pkg/benchmark/dataset/real_trace_dataset.go +++ b/pkg/benchmark/dataset/real_trace_dataset.go @@ -91,25 +91,25 @@ func tracesFromJSON(path string, compression string) (ptrace.Traces, int) { tr := &traceReader{ unmarshaler: &ptrace.JSONUnmarshaler{}, - bytesRead: 0, + bytesRead: 0, } if compression == benchmark.CompressionTypeZstd { cr, err := zstd.NewReader(file) if err != nil { - log.Fatal("Failed to create compressed reader: ", err) + log.Fatal("Failed to create compressed reader for `", path, "`: ", err) } tr.stringReader = bufio.NewReader(cr) } else { // no compression tr.stringReader = bufio.NewReader(file) } - traces, err := tr.readAllTraces() + traces, err := tr.readAllTraces() if err != nil { if tr.bytesRead == 0 { - log.Fatal("Read zero bytes from file: ", err) + log.Fatal("Read zero bytes from file `", path, "`: ", err) } - log.Print("Found error when reading file: ", err) + log.Print("Found error when reading file `", path, "`: ", err) log.Print("Bytes read: ", tr.bytesRead) } diff --git a/pkg/benchmark/profileable/arrow/logs.go b/pkg/benchmark/profileable/arrow/logs.go index 52836ae2..5d6c328e 100644 --- a/pkg/benchmark/profileable/arrow/logs.go +++ b/pkg/benchmark/profileable/arrow/logs.go @@ -57,7 +57,7 @@ func NewLogsProfileable(tags []string, dataset dataset.LogsDataset, config *benc logsProducerOptions = append(logsProducerOptions, cfg.WithNoZstd()) } if config.Stats { - logsProducerOptions = append(logsProducerOptions, cfg.WithStats()) + logsProducerOptions = append(logsProducerOptions, cfg.WithSchemaStats()) } producer := arrow_record.NewProducerWithOptions(logsProducerOptions...) diff --git a/pkg/benchmark/profileable/arrow/metrics.go b/pkg/benchmark/profileable/arrow/metrics.go index faa9d2b1..3656139a 100644 --- a/pkg/benchmark/profileable/arrow/metrics.go +++ b/pkg/benchmark/profileable/arrow/metrics.go @@ -54,7 +54,7 @@ func NewMetricsProfileable(tags []string, dataset dataset.MetricsDataset, config options = append(options, cfg.WithNoZstd()) } if config.Stats { - options = append(options, cfg.WithStats()) + options = append(options, cfg.WithSchemaStats()) } producer := arrow_record.NewProducerWithOptions(options...) diff --git a/pkg/benchmark/profileable/arrow/traces.go b/pkg/benchmark/profileable/arrow/traces.go index 20771ac6..1723bd9f 100644 --- a/pkg/benchmark/profileable/arrow/traces.go +++ b/pkg/benchmark/profileable/arrow/traces.go @@ -55,7 +55,7 @@ func NewTraceProfileable(tags []string, dataset dataset.TraceDataset, config *be tracesProducerOptions = append(tracesProducerOptions, cfg.WithNoZstd()) } if config.Stats { - tracesProducerOptions = append(tracesProducerOptions, cfg.WithStats()) + tracesProducerOptions = append(tracesProducerOptions, cfg.WithSchemaStats()) } return &TracesProfileable{ diff --git a/pkg/benchmark/profiler.go b/pkg/benchmark/profiler.go index 78a2364b..b2f090dd 100644 --- a/pkg/benchmark/profiler.go +++ b/pkg/benchmark/profiler.go @@ -679,7 +679,7 @@ func (p *Profiler) ExportMetricsTimesCSV(filePrefix string) { panic(fmt.Sprintf("failed closing the file: %s", err)) } - _, _ = fmt.Fprintf(p.writer, "Time meseasurements exported to %s\n", filename) + _, _ = fmt.Fprintf(p.writer, "Time measurements exported to %s\n", filename) } func (p *Profiler) ExportMetricsBytesCSV(filePrefix string) { @@ -728,7 +728,7 @@ func (p *Profiler) ExportMetricsBytesCSV(filePrefix string) { panic(fmt.Sprintf("failed closing the file: %s", err)) } - _, _ = fmt.Fprintf(p.writer, "Meseasurements of the message sizes exported to %s\n", filename) + _, _ = fmt.Fprintf(p.writer, "Measurements of the message sizes exported to %s\n", filename) } func min(a, b int) int { diff --git a/pkg/config/config.go b/pkg/config/config.go index 3a93e539..37699d09 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -35,8 +35,15 @@ type Config struct { LimitIndexSize uint64 // Zstd enables the use of ZSTD compression for IPC messages. Zstd bool // Use IPC ZSTD compression - // Stats enables the collection of statistics about the data being encoded. - Stats bool + + // SchemaStats enables the collection of statistics about Arrow schemas. + SchemaStats bool + // RecordStats enables the collection of statistics about Arrow records. + RecordStats bool + // Display schema updates + SchemaUpdates bool + // Display producer statistics + ProducerStats bool } type Option func(*Config) @@ -45,7 +52,7 @@ type Option func(*Config) // - Pool: memory.NewGoAllocator() // - InitIndexSize: math.MaxUint16 // - LimitIndexSize: math.MaxUint32 -// - Stats: false +// - SchemaStats: false // - Zstd: true func DefaultConfig() *Config { return &Config{ @@ -54,7 +61,7 @@ func DefaultConfig() *Config { // The default dictionary index limit is set to 2^16 - 1 // to keep the overall memory usage of the encoder and decoder low. LimitIndexSize: math.MaxUint16, - Stats: false, + SchemaStats: false, Zstd: true, } } @@ -144,9 +151,30 @@ func WithNoZstd() Option { } } -// WithStats enables the collection of statistics about the data being encoded. -func WithStats() Option { +// WithSchemaStats enables the collection of statistics about Arrow schemas. +func WithSchemaStats() Option { + return func(cfg *Config) { + cfg.SchemaStats = true + } +} + +// WithSchemaUpdates enables the display of schema updates. +func WithSchemaUpdates() Option { + return func(cfg *Config) { + cfg.SchemaUpdates = true + } +} + +// WithRecordStats enables the collection of statistics about Arrow records. +func WithRecordStats() Option { + return func(cfg *Config) { + cfg.RecordStats = true + } +} + +// WithProducerStats enables the display of producer statistics. +func WithProducerStats() Option { return func(cfg *Config) { - cfg.Stats = true + cfg.ProducerStats = true } } diff --git a/pkg/otel/arrow_record/consumer.go b/pkg/otel/arrow_record/consumer.go index 1f1057b4..e6ffb6ca 100644 --- a/pkg/otel/arrow_record/consumer.go +++ b/pkg/otel/arrow_record/consumer.go @@ -206,9 +206,6 @@ func (c *Consumer) inuseChangeObserveWhere(where string) { c.memoryCounter.Add(ctx, int64(inuse-last), attrs) c.lastInuseValue = inuse - if inuse != last { - fmt.Println("change by", where, "=", int64(inuse-last), "; current value", inuse) - } } // MetricsFrom produces an array of [pmetric.Metrics] from a BatchArrowRecords message. diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index 5607a960..0a782887 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -21,6 +21,7 @@ import ( "sort" "time" + "github.com/HdrHistogram/hdrhistogram-go" "github.com/apache/arrow/go/v12/arrow" "github.com/apache/arrow/go/v12/arrow/ipc" "github.com/apache/arrow/go/v12/arrow/memory" @@ -124,10 +125,12 @@ func NewProducerWithOptions(options ...cfg.Option) *Producer { opt(conf) } + // Configure the various level of statistics to collect and display. stats := pstats.NewProducerStats() - if conf.Stats { - stats.SchemaStatsEnabled = true - } + stats.SchemaStats = conf.SchemaStats + stats.SchemaUpdates = conf.SchemaUpdates + stats.RecordStats = conf.RecordStats + stats.ProducerStats = conf.ProducerStats // Record builders metricsRecordBuilder := builder.NewRecordBuilderExt(conf.Pool, metricsarrow.MetricsSchema, config.NewDictionary(conf.LimitIndexSize), stats) @@ -392,9 +395,25 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch buf := make([]byte, len(outputBuf)) copy(buf, outputBuf) - if p.stats.SchemaStatsEnabled { - // ToDo Create option to display this info - fmt.Printf("Record %q -> %d bytes\n", rm.PayloadType().String(), len(buf)) + if p.stats.RecordStats { + payloadType := rm.PayloadType().String() + recordSize := int64(len(buf)) + + recordSizeDist, ok := p.stats.RecordBuilderStats.RecordSizeDistribution[payloadType] + if !ok { + recordSizeDist = &pstats.RecordSizeStats{ + TotalSize: 0, + Dist: hdrhistogram.New(0, 1<<32, 2), + } + p.stats.RecordBuilderStats.RecordSizeDistribution[payloadType] = recordSizeDist + } + + recordSizeDist.TotalSize += recordSize + if err := recordSizeDist.Dist.RecordValue(recordSize); err != nil { + return werror.Wrap(err) + } + + fmt.Printf("Record %q -> %d bytes\n", payloadType, len(buf)) } // Reset the buffer @@ -422,29 +441,39 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch } func (p *Producer) ShowStats() { - type TimeSchema struct { - time time.Time - schema *arrow.Schema + if p.stats == nil { + return } - var schemas []TimeSchema + if p.stats.ProducerStats { + println("\n== Producer Statistics ==============================================================================") + p.stats.Show("") + } + + if p.stats.SchemaStats { + type TimeSchema struct { + time time.Time + schema *arrow.Schema + } - println("\n== Producer Stats ==============================================================================") - p.stats.Show("") + var schemas []TimeSchema - for _, producer := range p.streamProducers { - schemas = append(schemas, TimeSchema{time: producer.lastProduction, schema: producer.schema}) - } - sort.Slice(schemas, func(i, j int) bool { - return schemas[i].time.Before(schemas[j].time) - }) - fmt.Printf("\n== Schema (#stream-producers=%d) ============================================================\n", len(schemas)) - for _, s := range schemas { - fmt.Printf(">> Schema last update at %s:\n", s.time) - carrow.ShowSchema(s.schema, " ") + for _, producer := range p.streamProducers { + schemas = append(schemas, TimeSchema{time: producer.lastProduction, schema: producer.schema}) + } + + sort.Slice(schemas, func(i, j int) bool { + return schemas[i].time.Before(schemas[j].time) + }) + fmt.Printf("\n== Schema (#stream-producers=%d) ============================================================\n", len(schemas)) + for _, s := range schemas { + fmt.Printf(">> Schema last update at %s:\n", s.time) + carrow.ShowSchema(s.schema, " ") + } + + println("------") + p.tracesBuilder.ShowSchema() } - println("------") - p.tracesBuilder.ShowSchema() } func recordBuilder[T pmetric.Metrics | plog.Logs | ptrace.Traces](builder func() (acommon.EntityBuilder[T], error), entity T) (record arrow.Record, err error) { diff --git a/pkg/otel/common/schema/builder/record.go b/pkg/otel/common/schema/builder/record.go index 22082de2..dfa42bc0 100644 --- a/pkg/otel/common/schema/builder/record.go +++ b/pkg/otel/common/schema/builder/record.go @@ -236,7 +236,7 @@ func (rb *RecordBuilderExt) builder(name string) array.Builder { // UpdateSchema updates the schema based on the pending schema update requests // the initial prototype schema. func (rb *RecordBuilderExt) UpdateSchema() { - if rb.stats.SchemaStatsEnabled { + if rb.stats.SchemaUpdates { println("=====================================================") fmt.Printf("Updating schema for %q\n", rb.label) println("From =====>") @@ -266,7 +266,7 @@ func (rb *RecordBuilderExt) UpdateSchema() { rb.updateRequest.Reset() rb.stats.RecordBuilderStats.SchemaUpdatesPerformed++ - if rb.stats.SchemaStatsEnabled { + if rb.stats.SchemaUpdates { println("To =====>") rb.ShowSchema() } diff --git a/pkg/otel/logs/arrow/logs.go b/pkg/otel/logs/arrow/logs.go index 649688c1..606e7524 100644 --- a/pkg/otel/logs/arrow/logs.go +++ b/pkg/otel/logs/arrow/logs.go @@ -114,7 +114,7 @@ func NewLogsBuilder( panic(err) } - if stats.SchemaStatsEnabled { + if stats.SchemaStats { optimizer = NewLogsOptimizer(cfg.Log.Sorter) analyzer = NewLogsAnalyzer() } else { diff --git a/pkg/otel/metrics/arrow/metrics.go b/pkg/otel/metrics/arrow/metrics.go index 255f33c7..6c492988 100644 --- a/pkg/otel/metrics/arrow/metrics.go +++ b/pkg/otel/metrics/arrow/metrics.go @@ -85,7 +85,7 @@ func NewMetricsBuilder( panic(err) } - if stats.SchemaStatsEnabled { + if stats.SchemaStats { optimizer = NewMetricsOptimizer(cfg.Metric.Sorter) analyzer = NewMetricsAnalyzer() } else { diff --git a/pkg/otel/stats/stats.go b/pkg/otel/stats/stats.go index 0455a30b..a283346e 100644 --- a/pkg/otel/stats/stats.go +++ b/pkg/otel/stats/stats.go @@ -21,6 +21,9 @@ package stats import ( "fmt" + "sort" + + "github.com/HdrHistogram/hdrhistogram-go" ) type ( @@ -33,13 +36,26 @@ type ( StreamProducersClosed uint64 RecordBuilderStats RecordBuilderStats - SchemaStatsEnabled bool + // SchemaStats is a flag that indicates whether to display schema stats. + SchemaStats bool + // SchemaUpdates is a flag that indicates whether to display schema updates. + SchemaUpdates bool + // RecordStats is a flag that indicates whether to display record stats. + RecordStats bool + // ProducerStats is a flag that indicates whether to display producer stats. + ProducerStats bool + } + + RecordSizeStats struct { + TotalSize int64 + Dist *hdrhistogram.Histogram } RecordBuilderStats struct { SchemaUpdatesPerformed uint64 DictionaryIndexTypeChanged uint64 DictionaryOverflowDetected uint64 + RecordSizeDistribution map[string]*RecordSizeStats } ) @@ -55,8 +71,10 @@ func NewProducerStats() *ProducerStats { SchemaUpdatesPerformed: 0, DictionaryIndexTypeChanged: 0, DictionaryOverflowDetected: 0, + RecordSizeDistribution: make(map[string]*RecordSizeStats), }, - SchemaStatsEnabled: false, + SchemaStats: false, + SchemaUpdates: false, } } @@ -100,5 +118,46 @@ func (s *RecordBuilderStats) Show(indent string) { fmt.Printf("%s- Schema updates performed: %d\n", indent, s.SchemaUpdatesPerformed) fmt.Printf("%s- Dictionary index type changed: %d\n", indent, s.DictionaryIndexTypeChanged) fmt.Printf("%s- Dictionary overflow detected: %d\n", indent, s.DictionaryOverflowDetected) - fmt.Printf("%s- Dictionary migration stats:\n", indent) + + if len(s.RecordSizeDistribution) > 0 { + type RecordSizeStats struct { + PayloadType string + TotalSize int64 + Dist *hdrhistogram.Histogram + Percent float64 + } + + var recordSizeStats []RecordSizeStats + totalSize := int64(0) + + for k, v := range s.RecordSizeDistribution { + recordSizeStats = append(recordSizeStats, RecordSizeStats{ + PayloadType: k, + TotalSize: v.TotalSize, + Dist: v.Dist, + Percent: 0, + }) + totalSize += v.TotalSize + } + + // Compute the percentage of each record size + for i := range recordSizeStats { + recordSizeStats[i].Percent = float64(recordSizeStats[i].TotalSize) / float64(totalSize) * 100.0 + } + + // Sort the record size stats by percentage (descending) + sort.Slice(recordSizeStats, func(i, j int) bool { + return recordSizeStats[i].TotalSize > recordSizeStats[j].TotalSize + }) + + fmt.Printf("%s- Record size distribution:\n", indent) + for _, v := range recordSizeStats { + fmt.Printf("%s - %-18s: %8d bytes (%04.1f%%) (min: %7d, max: %7d, mean: %7.1f, stdev: %7.1f, p50: %7d, p99: %7d)\n", indent, + v.PayloadType, v.TotalSize, v.Percent, + v.Dist.Min(), v.Dist.Max(), v.Dist.Mean(), + v.Dist.StdDev(), + v.Dist.ValueAtQuantile(50), v.Dist.ValueAtQuantile(99), + ) + } + } } diff --git a/pkg/otel/traces/arrow/traces.go b/pkg/otel/traces/arrow/traces.go index 7baef2ff..0134d014 100644 --- a/pkg/otel/traces/arrow/traces.go +++ b/pkg/otel/traces/arrow/traces.go @@ -101,7 +101,7 @@ func NewTracesBuilder( panic(err) } - if stats.SchemaStatsEnabled { + if stats.SchemaStats { optimizer = NewTracesOptimizer(cfg.Span.Sorter) analyzer = NewTraceAnalyzer() } else { diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md new file mode 100644 index 00000000..9eb26526 --- /dev/null +++ b/tools/trace_analyzer/README.md @@ -0,0 +1,29 @@ +# Trace Analyzer + +This tool can be used to analyze traces and generate reports. + +The following command displays all the statistics for all the zst files. The +expected format for the data file is JSON (compressed with ZSTD, extension .zst). +The size of the batch is configured 2000 spans. + +```shell +go run tools/traces_analyzer/main.go --format json --batch-size 2000 --schema-stats --schema-updates --producer-stats --record-stats *.zst +``` + +## Supported flags + +By default, there is no flag enabled. All these flags are cumulative. + +| Flag | Description | +|------------------|----------------------------------------| +| --schema-stats | Display Arrow schema statistics | +| --record-stats | Display Arrow record statistics | +| --schema-updates | Display Arrow schema updates | +| --producer-stats | Display OTel Arrow producer statistics | + +## Supported formats + +| Format | Description | +|--------|------------------------------------------------------------| +| json | JSON format (compressed with ZSTD and with extension .zst) | +| proto | Protobuf format | \ No newline at end of file diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go new file mode 100644 index 00000000..e4bfde1a --- /dev/null +++ b/tools/trace_analyzer/main.go @@ -0,0 +1,98 @@ +// Copyright The OpenTelemetry Authors +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. + +package main + +import ( + "flag" + "os" + + "github.com/open-telemetry/otel-arrow/pkg/benchmark" + "github.com/open-telemetry/otel-arrow/pkg/benchmark/dataset" + "github.com/open-telemetry/otel-arrow/pkg/config" + "github.com/open-telemetry/otel-arrow/pkg/otel/arrow_record" +) + +var help = flag.Bool("help", false, "Show help") + +func main() { + // Supported flags + schemaStats := flag.Bool("schema-stats", false, "Display Arrow schema statistics") + recordStats := flag.Bool("record-stats", false, "Display Arrow record statistics") + schemaUpdates := flag.Bool("schema-updates", false, "Display Arrow schema updates") + producerStats := flag.Bool("producer-stats", false, "Display OTel Arrow producer statistics") + + defaultBatchSize := flag.Int("batch-size", 1000, "Batch size") + + // supports "proto" and "json" formats + format := flag.String("format", "proto", "file format") + + // Parse the flag + flag.Parse() + + // Usage Demo + if *help { + flag.Usage() + os.Exit(0) + } + + inputFiles := flag.Args() + + options := []config.Option{ + config.WithZstd(), + } + if schemaStats != nil && *schemaStats { + options = append(options, config.WithSchemaStats()) + } + if recordStats != nil && *recordStats { + options = append(options, config.WithRecordStats()) + } + if schemaUpdates != nil && *schemaUpdates { + options = append(options, config.WithSchemaUpdates()) + } + if producerStats != nil && *producerStats { + options = append(options, config.WithProducerStats()) + } + + producer := arrow_record.NewProducerWithOptions(options...) + + // Analyze all files and report statistics + for i := range inputFiles { + ds := dataset.NewRealTraceDataset(inputFiles[i], benchmark.CompressionTypeZstd, *format, []string{"trace_id"}) + ds.Resize(4000) + + startAt := 0 + + for startAt < ds.Len() { + batchSize := min(ds.Len()-startAt, *defaultBatchSize) + traces := ds.Traces(startAt, batchSize) + for _, trace := range traces { + if _, err := producer.BatchArrowRecordsFromTraces(trace); err != nil { + panic(err) + } + } + startAt += batchSize + } + } + + producer.ShowStats() +} + +func min(a, b int) int { + if a < b { + return a + } + + return b +} From 97419e0b5cec47579ad96c8176a3088fc8173188 Mon Sep 17 00:00:00 2001 From: querel Date: Thu, 28 Sep 2023 17:01:08 -0700 Subject: [PATCH 04/12] update trace_analyzer documentation --- tools/trace_analyzer/README.md | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index 9eb26526..568bef40 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -1,10 +1,12 @@ # Trace Analyzer -This tool can be used to analyze traces and generate reports. +This tool is designed for trace analysis and the generation of statistical +reports. Its primary function is to ascertain how a given trace dataset is +encoded using the OTel Arrow Protocol. -The following command displays all the statistics for all the zst files. The -expected format for the data file is JSON (compressed with ZSTD, extension .zst). -The size of the batch is configured 2000 spans. +To view statistics for all .zst files, use the command below. These files should +be in JSON format, compressed with ZSTD and bearing the .zst extension. Batches +are configured to handle 2,000 spans. ```shell go run tools/traces_analyzer/main.go --format json --batch-size 2000 --schema-stats --schema-updates --producer-stats --record-stats *.zst From bd8fa2bc19e2216a8902901513bf97831b080835 Mon Sep 17 00:00:00 2001 From: querel Date: Fri, 29 Sep 2023 09:46:38 -0700 Subject: [PATCH 05/12] add compression ratio stats in trace_analyzer --- pkg/config/config.go | 9 +++++ pkg/otel/arrow_record/producer.go | 13 +++++-- pkg/otel/stats/stats.go | 59 +++++++++++++++++++++++++++++++ tools/trace_analyzer/README.md | 18 +++++----- tools/trace_analyzer/main.go | 38 +++++++++++++++++--- 5 files changed, 122 insertions(+), 15 deletions(-) diff --git a/pkg/config/config.go b/pkg/config/config.go index 37699d09..4ca308e7 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -44,6 +44,8 @@ type Config struct { SchemaUpdates bool // Display producer statistics ProducerStats bool + // Display compression ratio statistics + CompressionRatioStats bool } type Option func(*Config) @@ -178,3 +180,10 @@ func WithProducerStats() Option { cfg.ProducerStats = true } } + +// WithCompressionRatioStats enables the display of compression ratio statistics. +func WithCompressionRatioStats() Option { + return func(cfg *Config) { + cfg.CompressionRatioStats = true + } +} diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index 0a782887..d2f3f877 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -130,6 +130,7 @@ func NewProducerWithOptions(options ...cfg.Option) *Producer { stats.SchemaStats = conf.SchemaStats stats.SchemaUpdates = conf.SchemaUpdates stats.RecordStats = conf.RecordStats + stats.CompressionRatioStats = conf.CompressionRatioStats stats.ProducerStats = conf.ProducerStats // Record builders @@ -395,7 +396,7 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch buf := make([]byte, len(outputBuf)) copy(buf, outputBuf) - if p.stats.RecordStats { + if p.stats.RecordStats || p.stats.CompressionRatioStats { payloadType := rm.PayloadType().String() recordSize := int64(len(buf)) @@ -413,7 +414,9 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch return werror.Wrap(err) } - fmt.Printf("Record %q -> %d bytes\n", payloadType, len(buf)) + if p.stats.RecordStats { + fmt.Printf("Record %q -> %d bytes\n", payloadType, len(buf)) + } } // Reset the buffer @@ -440,6 +443,7 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch }, nil } +// ShowStats prints the stats to the console. func (p *Producer) ShowStats() { if p.stats == nil { return @@ -476,6 +480,11 @@ func (p *Producer) ShowStats() { } } +// RecordSizeStats returns statistics per record payload type. +func (p *Producer) RecordSizeStats() map[string]*pstats.RecordSizeStats { + return p.stats.RecordSizeStats() +} + func recordBuilder[T pmetric.Metrics | plog.Logs | ptrace.Traces](builder func() (acommon.EntityBuilder[T], error), entity T) (record arrow.Record, err error) { schemaNotUpToDateCount := 0 diff --git a/pkg/otel/stats/stats.go b/pkg/otel/stats/stats.go index a283346e..e1327dcc 100644 --- a/pkg/otel/stats/stats.go +++ b/pkg/otel/stats/stats.go @@ -44,6 +44,8 @@ type ( RecordStats bool // ProducerStats is a flag that indicates whether to display producer stats. ProducerStats bool + // CompressionRatioStats is a flag that indicates whether to display compression ratio stats. + CompressionRatioStats bool } RecordSizeStats struct { @@ -113,6 +115,11 @@ func (s *ProducerStats) Show(indent string) { s.RecordBuilderStats.Show(indent + " ") } +// RecordSizeStats returns statistics per record payload type. +func (s *ProducerStats) RecordSizeStats() map[string]*RecordSizeStats { + return s.RecordBuilderStats.RecordSizeStats() +} + // Show prints the RecordBuilder stats to the console. func (s *RecordBuilderStats) Show(indent string) { fmt.Printf("%s- Schema updates performed: %d\n", indent, s.SchemaUpdatesPerformed) @@ -161,3 +168,55 @@ func (s *RecordBuilderStats) Show(indent string) { } } } + +// RecordSizeStats returns statistics per record payload type. +func (s *RecordBuilderStats) RecordSizeStats() map[string]*RecordSizeStats { + return s.RecordSizeDistribution +} + +// CompareRecordSizeStats compares the record size stats with and without compression +// and prints the results to the console. +func CompareRecordSizeStats(withCompression map[string]*RecordSizeStats, withNoCompression map[string]*RecordSizeStats) { + type RecordSizeStats struct { + PayloadType string + TotalSizeWithCompression int64 + TotalSizeWithNoCompression int64 + Percent float64 + } + + var recordSizeStats []RecordSizeStats + totalSize := int64(0) + + for payloadType, stats := range withCompression { + statsWithNoCompression, ok := withNoCompression[payloadType] + totalSizeWithNoCompression := int64(0) + if ok { + totalSizeWithNoCompression = statsWithNoCompression.TotalSize + } + recordSizeStats = append(recordSizeStats, RecordSizeStats{ + PayloadType: payloadType, + TotalSizeWithCompression: stats.TotalSize, + TotalSizeWithNoCompression: totalSizeWithNoCompression, + Percent: 0, + }) + totalSize += stats.TotalSize + } + + // Compute the percentage of each record size (with compression) + for i := range recordSizeStats { + recordSizeStats[i].Percent = float64(recordSizeStats[i].TotalSizeWithCompression) / float64(totalSize) * 100.0 + } + + // Sort the record size stats by percentage (descending) + sort.Slice(recordSizeStats, func(i, j int) bool { + return recordSizeStats[i].TotalSizeWithCompression > recordSizeStats[j].TotalSizeWithCompression + }) + + fmt.Printf("Record cumulative size and compression ratio per payload type (sort by cumulative size):\n") + for _, v := range recordSizeStats { + fmt.Printf("- %-18s: %8d bytes (cumul), %04.1f%% of the total, compression ratio=%4.1fx\n", + v.PayloadType, v.TotalSizeWithCompression, v.Percent, + float64(v.TotalSizeWithNoCompression)/float64(v.TotalSizeWithCompression), + ) + } +} diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index 568bef40..d0abf208 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -9,23 +9,25 @@ be in JSON format, compressed with ZSTD and bearing the .zst extension. Batches are configured to handle 2,000 spans. ```shell -go run tools/traces_analyzer/main.go --format json --batch-size 2000 --schema-stats --schema-updates --producer-stats --record-stats *.zst +go run tools/traces_analyzer/main.go -format json -batch-size 2000 -schema-stats -schema-updates -producer-stats -record-stats *.zst ``` ## Supported flags By default, there is no flag enabled. All these flags are cumulative. -| Flag | Description | -|------------------|----------------------------------------| -| --schema-stats | Display Arrow schema statistics | -| --record-stats | Display Arrow record statistics | -| --schema-updates | Display Arrow schema updates | -| --producer-stats | Display OTel Arrow producer statistics | +| Flag | Description | +|--------------------|-------------------------------------------| +| -schema-stats | Display Arrow schema statistics | +| -record-stats | Display Arrow record statistics | +| -schema-updates | Display Arrow schema updates | +| -producer-stats | Display OTel Arrow producer statistics | +| -compression-ratio | Display compression ratio per record type | +| -all | Display all statistics and updates | ## Supported formats | Format | Description | |--------|------------------------------------------------------------| | json | JSON format (compressed with ZSTD and with extension .zst) | -| proto | Protobuf format | \ No newline at end of file +| proto | Protobuf format | diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go index e4bfde1a..f966a6de 100644 --- a/tools/trace_analyzer/main.go +++ b/tools/trace_analyzer/main.go @@ -22,6 +22,7 @@ import ( "github.com/open-telemetry/otel-arrow/pkg/benchmark/dataset" "github.com/open-telemetry/otel-arrow/pkg/config" "github.com/open-telemetry/otel-arrow/pkg/otel/arrow_record" + "github.com/open-telemetry/otel-arrow/pkg/otel/stats" ) var help = flag.Bool("help", false, "Show help") @@ -32,6 +33,8 @@ func main() { recordStats := flag.Bool("record-stats", false, "Display Arrow record statistics") schemaUpdates := flag.Bool("schema-updates", false, "Display Arrow schema updates") producerStats := flag.Bool("producer-stats", false, "Display OTel Arrow producer statistics") + compressionRatio := flag.Bool("compression-ratio", false, "Display compression ratio per record type") + all := flag.Bool("all", false, "Display all statistics and updates") defaultBatchSize := flag.Int("batch-size", 1000, "Batch size") @@ -49,9 +52,16 @@ func main() { inputFiles := flag.Args() - options := []config.Option{ - config.WithZstd(), + var options []config.Option + + if all != nil && *all { + schemaStats = all + recordStats = all + schemaUpdates = all + producerStats = all + compressionRatio = all } + if schemaStats != nil && *schemaStats { options = append(options, config.WithSchemaStats()) } @@ -65,7 +75,13 @@ func main() { options = append(options, config.WithProducerStats()) } - producer := arrow_record.NewProducerWithOptions(options...) + var producerWithoutCompression *arrow_record.Producer + + if compressionRatio != nil && *compressionRatio { + producerWithoutCompression = arrow_record.NewProducerWithOptions(config.WithCompressionRatioStats(), config.WithNoZstd()) + options = append(options, config.WithCompressionRatioStats()) + } + producerWithCompression := arrow_record.NewProducerWithOptions(append(options, config.WithZstd())...) // Analyze all files and report statistics for i := range inputFiles { @@ -78,7 +94,12 @@ func main() { batchSize := min(ds.Len()-startAt, *defaultBatchSize) traces := ds.Traces(startAt, batchSize) for _, trace := range traces { - if _, err := producer.BatchArrowRecordsFromTraces(trace); err != nil { + if producerWithoutCompression != nil { + if _, err := producerWithoutCompression.BatchArrowRecordsFromTraces(trace); err != nil { + panic(err) + } + } + if _, err := producerWithCompression.BatchArrowRecordsFromTraces(trace); err != nil { panic(err) } } @@ -86,7 +107,14 @@ func main() { } } - producer.ShowStats() + producerWithCompression.ShowStats() + + if producerWithoutCompression != nil { + withoutCompressionStats := producerWithoutCompression.RecordSizeStats() + withCompressionStats := producerWithCompression.RecordSizeStats() + println() + stats.CompareRecordSizeStats(withCompressionStats, withoutCompressionStats) + } } func min(a, b int) int { From 7ade1d752d0f8d5eac2b90e548e9413c8da0a4b7 Mon Sep 17 00:00:00 2001 From: querel Date: Fri, 29 Sep 2023 11:31:15 -0700 Subject: [PATCH 06/12] add options to #rows per payload type --- pkg/arrow/record.go | 37 +++++++++++++++++++++++++------ pkg/config/config.go | 14 ++++++++++++ pkg/otel/arrow_record/producer.go | 7 +++++- pkg/otel/stats/stats.go | 3 +++ tools/trace_analyzer/README.md | 16 ++++++++++++- tools/trace_analyzer/main.go | 34 ++++++++++++++++++++++++++++ 6 files changed, 102 insertions(+), 9 deletions(-) diff --git a/pkg/arrow/record.go b/pkg/arrow/record.go index b6a5fc1f..6e2db16f 100644 --- a/pkg/arrow/record.go +++ b/pkg/arrow/record.go @@ -46,13 +46,21 @@ const ( ) // PrintRecord prints the contents of an Arrow record to stdout. -func PrintRecord(name string, record arrow.Record, maxRows, countPrints, maxPrints int) { - println() +func PrintRecord(name string, record arrow.Record, maxRows int) { + PrintRecordWithProgression(name, record, maxRows, 0, 0) +} + +// PrintRecordWithProgression prints the contents of an Arrow record to stdout. +func PrintRecordWithProgression(name string, record arrow.Record, maxRows, countPrints, maxPrints int) { + progression := "" + if maxPrints > 0 { + progression = fmt.Sprintf(", progression %d/%d", countPrints, maxPrints) + } if record.NumRows() > int64(maxRows) { - fmt.Printf("Record %q -> #rows: %d/%d, prints: %d/%d\n", name, maxRows, record.NumRows(), countPrints, maxPrints) + fmt.Printf("Dump record %q: %d rows/%d (total)%s\n", name, maxRows, record.NumRows(), progression) } else { - fmt.Printf("Record %q -> #rows: %d, prints: %d/%d\n", name, record.NumRows(), countPrints, maxPrints) + fmt.Printf("Dump record %q: %d rows%s\n", name, record.NumRows(), progression) } schema := record.Schema() @@ -77,7 +85,7 @@ func PrintRecord(name string, record arrow.Record, maxRows, countPrints, maxPrin } println() - rows := int(math.Min(500.0, float64(record.NumRows()))) + rows := int(math.Min(float64(maxRows), float64(record.NumRows()))) for row := 0; row < rows; row++ { values := recordColValues(record, row) for _, value := range values { @@ -162,7 +170,8 @@ func arrayColValues(arr arrow.Array, row int) []string { if len(str) > MaxColSize { str = str[:MaxColSize] } - return []string{fmt.Sprintf(MaxValSize, str)} + + return []string{fmt.Sprintf(MaxValSize, escapeNonPrintable(str))} case *array.Binary: bin := c.Value(row) if len(bin) > MaxColSize { @@ -192,7 +201,8 @@ func arrayColValues(arr arrow.Array, row int) []string { if len(str) > MaxColSize { str = str[:MaxColSize] } - return []string{fmt.Sprintf(MaxValSize, str)} + + return []string{fmt.Sprintf(MaxValSize, escapeNonPrintable(str))} case *array.Binary: bin := arr.Value(c.GetValueIndex(row)) if len(bin) > MaxColSize { @@ -226,6 +236,19 @@ func arrayColValues(arr arrow.Array, row int) []string { return []string{} } +// escapeNonPrintable replaces non-printable characters with escape sequences. +func escapeNonPrintable(str string) string { + var sb strings.Builder + for _, r := range str { + if r < 32 || r > 126 { + sb.WriteString(fmt.Sprintf("\\x%02x", r)) + } else { + sb.WriteRune(r) + } + } + return sb.String() +} + func sparseUnionValue(union *array.SparseUnion, row int) string { tcode := union.TypeCode(row) fieldID := union.ChildID(row) diff --git a/pkg/config/config.go b/pkg/config/config.go index 4ca308e7..c9ed49ed 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -46,6 +46,9 @@ type Config struct { ProducerStats bool // Display compression ratio statistics CompressionRatioStats bool + // DumpRecordRows specifies the number of rows to dump for each record. + // If not defined or set to 0, no rows are dumped. + DumpRecordRows map[string]int } type Option func(*Config) @@ -187,3 +190,14 @@ func WithCompressionRatioStats() Option { cfg.CompressionRatioStats = true } } + +// WithDumpRecordRows specifies the number of rows to dump for a specific +// payload type. +func WithDumpRecordRows(payloadType string, numRows int) Option { + return func(cfg *Config) { + if cfg.DumpRecordRows == nil { + cfg.DumpRecordRows = make(map[string]int) + } + cfg.DumpRecordRows[payloadType] = numRows + } +} diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index d2f3f877..4d39ee9f 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -130,6 +130,7 @@ func NewProducerWithOptions(options ...cfg.Option) *Producer { stats.SchemaStats = conf.SchemaStats stats.SchemaUpdates = conf.SchemaUpdates stats.RecordStats = conf.RecordStats + stats.DumpRecordRows = conf.DumpRecordRows stats.CompressionRatioStats = conf.CompressionRatioStats stats.ProducerStats = conf.ProducerStats @@ -416,6 +417,10 @@ func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.Batch if p.stats.RecordStats { fmt.Printf("Record %q -> %d bytes\n", payloadType, len(buf)) + rowsToDisplay := p.stats.DumpRecordRows[payloadType] + if rowsToDisplay > 0 { + carrow.PrintRecord(payloadType, rm.Record(), rowsToDisplay) + } } } @@ -541,6 +546,6 @@ func (o *consoleObserver) OnRecord(record arrow.Record, payloadType record_messa } else { count++ o.counters[payloadType] = count - carrow.PrintRecord(payloadType.String(), record, o.maxRows, count, o.maxPrints) + carrow.PrintRecordWithProgression(payloadType.String(), record, o.maxRows, count, o.maxPrints) } } diff --git a/pkg/otel/stats/stats.go b/pkg/otel/stats/stats.go index e1327dcc..a6672ff3 100644 --- a/pkg/otel/stats/stats.go +++ b/pkg/otel/stats/stats.go @@ -46,6 +46,9 @@ type ( ProducerStats bool // CompressionRatioStats is a flag that indicates whether to display compression ratio stats. CompressionRatioStats bool + // DumpRecordRows specifies the number of rows to dump for each record. + // If not defined or set to 0, no rows are dumped. + DumpRecordRows map[string]int } RecordSizeStats struct { diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index d0abf208..20e97b22 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -9,7 +9,7 @@ be in JSON format, compressed with ZSTD and bearing the .zst extension. Batches are configured to handle 2,000 spans. ```shell -go run tools/traces_analyzer/main.go -format json -batch-size 2000 -schema-stats -schema-updates -producer-stats -record-stats *.zst +go run tools/traces_analyzer/main.go -format json -batch-size 2000 -all *.zst ``` ## Supported flags @@ -27,7 +27,21 @@ By default, there is no flag enabled. All these flags are cumulative. ## Supported formats +Use the `-format` option to specify the format of your input file. + | Format | Description | |--------|------------------------------------------------------------| | json | JSON format (compressed with ZSTD and with extension .zst) | | proto | Protobuf format | + +## Dump data per record type + +| Option | Description | +|---------------------------|-------------------------------------------------------------| +| -spans=<#rows> | Number of spans to display per Arrow record | +| -resource-attrs=<#rows> | Number of resource attributes to display per Arrow record | +| -span-attrs=<#rows> | Number of span attributes to display per Arrow record | +| -span-events=<#rows> | Number of span events to display per Arrow record | +| -span-links=<#rows> | Number of span links to display per Arrow record | +| -span-event-attrs=<#rows> | Number of span event attributes to display per Arrow record | +| -span-link-attrs=<#rows> | Number of span link attributes to display per Arrow record | diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go index f966a6de..b56a6467 100644 --- a/tools/trace_analyzer/main.go +++ b/tools/trace_analyzer/main.go @@ -18,6 +18,7 @@ import ( "flag" "os" + arrowpb "github.com/open-telemetry/otel-arrow/api/experimental/arrow/v1" "github.com/open-telemetry/otel-arrow/pkg/benchmark" "github.com/open-telemetry/otel-arrow/pkg/benchmark/dataset" "github.com/open-telemetry/otel-arrow/pkg/config" @@ -36,6 +37,15 @@ func main() { compressionRatio := flag.Bool("compression-ratio", false, "Display compression ratio per record type") all := flag.Bool("all", false, "Display all statistics and updates") + // Record type #rows to display + spans := flag.Int("spans", 0, "Number of spans to display per Arrow record") + resourceAttrs := flag.Int("resource-attrs", 0, "Number of resource attributes to display per Arrow record") + spanAttrs := flag.Int("span-attrs", 0, "Number of span attributes to display per Arrow record") + spanEvents := flag.Int("span-events", 0, "Number of span events to display per Arrow record") + spanLinks := flag.Int("span-links", 0, "Number of span links to display per Arrow record") + spanEventAttrs := flag.Int("span-event-attrs", 0, "Number of span event attributes to display per Arrow record") + spanLinkAttrs := flag.Int("span-link-attrs", 0, "Number of span link attributes to display per Arrow record") + defaultBatchSize := flag.Int("batch-size", 1000, "Batch size") // supports "proto" and "json" formats @@ -54,6 +64,7 @@ func main() { var options []config.Option + // Set flags if all != nil && *all { schemaStats = all recordStats = all @@ -75,6 +86,29 @@ func main() { options = append(options, config.WithProducerStats()) } + // Set number of rows to display (per payload type) + if spans != nil && *spans > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPANS.String(), *spans)) + } + if resourceAttrs != nil && *resourceAttrs > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_RESOURCE_ATTRS.String(), *resourceAttrs)) + } + if spanAttrs != nil && *spanAttrs > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_ATTRS.String(), *spanAttrs)) + } + if spanEvents != nil && *spanEvents > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENTS.String(), *spanEvents)) + } + if spanLinks != nil && *spanLinks > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINKS.String(), *spanLinks)) + } + if spanEventAttrs != nil && *spanEventAttrs > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENT_ATTRS.String(), *spanEventAttrs)) + } + if spanLinkAttrs != nil && *spanLinkAttrs > 0 { + options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINK_ATTRS.String(), *spanLinkAttrs)) + } + var producerWithoutCompression *arrow_record.Producer if compressionRatio != nil && *compressionRatio { From 6d0dcd1f1098f2234fe8324b772f68a44b9f5594 Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 11:55:09 -0700 Subject: [PATCH 07/12] improve traces_analyzer command --- .../obfuscationprocessor/processor_test.go | 20 +-- pkg/arrow/record.go | 132 ++++++++--------- pkg/arrow/schema.go | 4 +- pkg/config/config.go | 63 ++++++++ pkg/otel/arrow_record/producer.go | 21 +-- pkg/otel/common/arrow/attributes.go | 18 +-- pkg/otel/common/arrow/attributes_16.go | 17 ++- pkg/otel/common/arrow/attributes_32.go | 123 ++++++++++++++-- pkg/otel/common/schema/builder/record.go | 17 ++- pkg/otel/common/schema/schema.go | 28 +++- pkg/otel/constants/constants.go | 3 + pkg/otel/metrics/arrow/config.go | 14 +- pkg/otel/stats/stats.go | 3 + pkg/otel/traces/arrow/analyzer.go | 1 + pkg/otel/traces/arrow/config.go | 12 +- pkg/otel/traces/arrow/event.go | 15 +- pkg/otel/traces/arrow/link.go | 12 +- pkg/otel/traces/arrow/optimizer.go | 23 +++ tools/trace_analyzer/README.md | 37 +++-- tools/trace_analyzer/imgs/schema_stats_1.png | Bin 0 -> 256479 bytes tools/trace_analyzer/imgs/schema_stats_2.png | Bin 0 -> 137075 bytes tools/trace_analyzer/main.go | 134 +++++++++++++++--- 22 files changed, 526 insertions(+), 171 deletions(-) create mode 100644 tools/trace_analyzer/imgs/schema_stats_1.png create mode 100644 tools/trace_analyzer/imgs/schema_stats_2.png diff --git a/collector/processor/obfuscationprocessor/processor_test.go b/collector/processor/obfuscationprocessor/processor_test.go index ada7d91f..aa1c7cef 100644 --- a/collector/processor/obfuscationprocessor/processor_test.go +++ b/collector/processor/obfuscationprocessor/processor_test.go @@ -183,17 +183,17 @@ func TestProcessTraces(t *testing.T) { bVal.SetEmptyBytes().FromRaw(byteIDVal) expected := map[string]pair{ - "resource-attr": cryptPair(processor, resAttrKey, pcommon.NewValueStr(resAttrVal)), - "scope-attr": cryptPair(processor, scopeAttrKey, pcommon.NewValueStr(scopeAttrVal)), - "span-attr": cryptPair(processor, spanAttrKey, pcommon.NewValueStr(spanAttrVal)), - "span-link-attr": cryptPair(processor, spanLinkAttrKey, pcommon.NewValueStr(linkAttrVal)), - "span-event-attr": cryptPair(processor, spanEventAttrKey, pcommon.NewValueStr(eventAttrVal)), - "complex-span-attr": cryptPair(processor, "complex-span-attr", csVal), - "byte-id": cryptPair(processor, "byte-id", bVal), - "span-event-name": cryptPair(processor, "span-event-name", pcommon.NewValueStr(eventName)), + "resource-attr": cryptPair(processor, resAttrKey, pcommon.NewValueStr(resAttrVal)), + "scope-attr": cryptPair(processor, scopeAttrKey, pcommon.NewValueStr(scopeAttrVal)), + "span-attr": cryptPair(processor, spanAttrKey, pcommon.NewValueStr(spanAttrVal)), + "span-link-attr": cryptPair(processor, spanLinkAttrKey, pcommon.NewValueStr(linkAttrVal)), + "span-event-attr": cryptPair(processor, spanEventAttrKey, pcommon.NewValueStr(eventAttrVal)), + "complex-span-attr": cryptPair(processor, "complex-span-attr", csVal), + "byte-id": cryptPair(processor, "byte-id", bVal), + "span-event-name": cryptPair(processor, "span-event-name", pcommon.NewValueStr(eventName)), "sensitive-key-name": cryptPair(processor, "sensitive-key-name", pcommon.NewValueStr("dummy name")), - "sensitive-version": cryptPair(processor, "sensitive-version", pcommon.NewValueStr("dummy version")), - "status-message": cryptPair(processor, "status-message", pcommon.NewValueStr("dummy error message")), + "sensitive-version": cryptPair(processor, "sensitive-version", pcommon.NewValueStr("dummy version")), + "status-message": cryptPair(processor, "status-message", pcommon.NewValueStr("dummy error message")), } processedTraces, err := processor.processTraces(context.Background(), traces) diff --git a/pkg/arrow/record.go b/pkg/arrow/record.go index 6e2db16f..427fdb84 100644 --- a/pkg/arrow/record.go +++ b/pkg/arrow/record.go @@ -28,6 +28,7 @@ import ( "github.com/apache/arrow/go/v12/arrow" "github.com/apache/arrow/go/v12/arrow/array" + "github.com/open-telemetry/otel-arrow/pkg/otel/constants" "github.com/open-telemetry/otel-arrow/pkg/werror" ) @@ -38,13 +39,14 @@ const ( BoolCode int8 = 3 BinaryCode int8 = 4 CborCode int8 = 5 - - MaxColSize = 20 - MaxStrSize = "%20s" - MaxValSize = "%20v" - MaxBinSize = "%20x" ) +type TextColumn struct { + Name string + MaxLen int + Values []string +} + // PrintRecord prints the contents of an Arrow record to stdout. func PrintRecord(name string, record arrow.Record, maxRows int) { PrintRecordWithProgression(name, record, maxRows, 0, 0) @@ -57,42 +59,61 @@ func PrintRecordWithProgression(name string, record arrow.Record, maxRows, count progression = fmt.Sprintf(", progression %d/%d", countPrints, maxPrints) } + sortingColumns := "" + sc, ok := record.Schema().Metadata().GetValue(constants.SortingColumns) + if ok { + sortingColumns = fmt.Sprintf(", sort by %q", sc) + } + if record.NumRows() > int64(maxRows) { - fmt.Printf("Dump record %q: %d rows/%d (total)%s\n", name, maxRows, record.NumRows(), progression) + fmt.Printf("Dump record %q: %d rows/%d (total)%s%s\n", name, maxRows, record.NumRows(), progression, sortingColumns) } else { - fmt.Printf("Dump record %q: %d rows%s\n", name, record.NumRows(), progression) + fmt.Printf("Dump record %q: %d rows%s%s\n", name, record.NumRows(), progression, sortingColumns) } schema := record.Schema() colNames := schemaColNames(schema) + columns := make([]TextColumn, len(colNames)) for i := 0; i < len(colNames); i++ { - print(strings.Repeat("-", MaxColSize), "-+") + columns[i].Name = colNames[i] + columns[i].MaxLen = len(colNames[i]) } - println() - for _, colName := range colNames { - if len(colName) > MaxColSize { - colName = colName[:MaxColSize] + maxColSize := 60 + rows := int(math.Min(float64(maxRows), float64(record.NumRows()))) + for row := 0; row < rows; row++ { + values := recordColValues(record, row) + for i, value := range values { + if len(value) > maxColSize { + value = value[:maxColSize] + "..." + } + columns[i].Values = append(columns[i].Values, value) + if columns[i].MaxLen < len(value) { + columns[i].MaxLen = len(value) + } } - fmt.Printf(MaxStrSize, colName) + } + + for i := 0; i < len(columns); i++ { + print(strings.Repeat("-", columns[i].MaxLen), "-+") + } + println() + + for i := 0; i < len(columns); i++ { + fmt.Printf(fmt.Sprintf("%%%ds", columns[i].MaxLen), columns[i].Name) print(" |") } println() - for i := 0; i < len(colNames); i++ { - print(strings.Repeat("-", MaxColSize), "-+") + for i := 0; i < len(columns); i++ { + print(strings.Repeat("-", columns[i].MaxLen), "-+") } println() - rows := int(math.Min(float64(maxRows), float64(record.NumRows()))) for row := 0; row < rows; row++ { - values := recordColValues(record, row) - for _, value := range values { - if len(value) > MaxColSize { - value = value[:MaxColSize] - } - fmt.Printf(MaxStrSize, value) + for i := 0; i < len(columns); i++ { + fmt.Printf(fmt.Sprintf("%%%ds", columns[i].MaxLen), columns[i].Values[row]) print(" |") } println() @@ -102,7 +123,8 @@ func PrintRecordWithProgression(name string, record arrow.Record, maxRows, count func schemaColNames(schema *arrow.Schema) []string { var names []string for _, field := range schema.Fields() { - names = append(names, fieldColNames("", &field)...) + childNames := fieldColNames("", &field) + names = append(names, childNames...) } return names } @@ -115,7 +137,8 @@ func fieldColNames(path string, field *arrow.Field) []string { var names []string path = path + "." for _, structField := range st.Fields() { - names = append(names, fieldColNames(path, &structField)...) + childNames := fieldColNames(path, &structField) + names = append(names, childNames...) } return names } @@ -135,59 +158,50 @@ func recordColValues(record arrow.Record, row int) []string { func arrayColValues(arr arrow.Array, row int) []string { if arr.IsNull(row) { - return []string{fmt.Sprintf(MaxStrSize, "NULL")} + return []string{"NULL"} } switch c := arr.(type) { case *array.Boolean: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} // uints case *array.Uint8: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Uint16: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Uint32: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Uint64: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} // ints case *array.Int8: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Int16: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Int32: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Int64: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} // floats case *array.Float32: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Float64: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.String: str := c.Value(row) - if len(str) > MaxColSize { - str = str[:MaxColSize] - } - return []string{fmt.Sprintf(MaxValSize, escapeNonPrintable(str))} + return []string{fmt.Sprintf("%v", escapeNonPrintable(str))} case *array.Binary: bin := c.Value(row) - if len(bin) > MaxColSize { - bin = bin[:MaxColSize] - } - return []string{fmt.Sprintf(MaxValSize, bin)} + return []string{fmt.Sprintf("%v", bin)} case *array.FixedSizeBinary: bin := c.Value(row) - if len(bin) > MaxColSize { - bin = bin[:MaxColSize] - } - return []string{fmt.Sprintf(MaxBinSize, bin)} + return []string{fmt.Sprintf("%v", bin)} case *array.Timestamp: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Duration: - return []string{fmt.Sprintf(MaxValSize, c.Value(row))} + return []string{fmt.Sprintf("%v", c.Value(row))} case *array.Dictionary: switch arr := c.Dictionary().(type) { case *array.Int32: @@ -198,25 +212,15 @@ func arrayColValues(arr arrow.Array, row int) []string { return []string{fmt.Sprintf("%d", arr.Value(c.GetValueIndex(row)))} case *array.String: str := arr.Value(c.GetValueIndex(row)) - if len(str) > MaxColSize { - str = str[:MaxColSize] - } - - return []string{fmt.Sprintf(MaxValSize, escapeNonPrintable(str))} + return []string{fmt.Sprintf("%v", escapeNonPrintable(str))} case *array.Binary: bin := arr.Value(c.GetValueIndex(row)) - if len(bin) > MaxColSize { - bin = bin[:MaxColSize] - } - return []string{fmt.Sprintf(MaxValSize, bin)} + return []string{fmt.Sprintf("%v", bin)} case *array.Duration: - return []string{fmt.Sprintf(MaxValSize, arr.Value(c.GetValueIndex(row)))} + return []string{fmt.Sprintf("%v", arr.Value(c.GetValueIndex(row)))} case *array.FixedSizeBinary: bin := arr.Value(c.GetValueIndex(row)) - if len(bin) > MaxColSize { - bin = bin[:MaxColSize] - } - return []string{fmt.Sprintf(MaxBinSize, bin)} + return []string{fmt.Sprintf("%v", bin)} default: panic(fmt.Sprintf("unsupported dictionary type %T", arr)) } diff --git a/pkg/arrow/schema.go b/pkg/arrow/schema.go index 8c9f206a..848b41ea 100644 --- a/pkg/arrow/schema.go +++ b/pkg/arrow/schema.go @@ -193,8 +193,8 @@ func DataTypeToID(dt arrow.DataType) string { return id } -func ShowSchema(schema *arrow.Schema, prefix string) { - println(prefix + "Schema {") +func ShowSchema(schema *arrow.Schema, schemaName string, prefix string) { + println(prefix + "Schema " + schemaName + " {") for _, f := range schema.Fields() { ShowField(&f, prefix+" ") } diff --git a/pkg/config/config.go b/pkg/config/config.go index c9ed49ed..4ec4d1de 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -25,6 +25,46 @@ import ( "github.com/apache/arrow/go/v12/arrow/memory" ) +type OrderSpanBy int8 + +const ( + OrderSpanByNothing OrderSpanBy = iota + OrderSpanByNameTraceID + OrderSpanByTraceIDName + OrderSpanByNameStartTime + OrderSpanByNameTraceIdStartTime + OrderSpanByStartTimeTraceIDName + OrderSpanByStartTimeNameTraceID +) + +var OrderSpanByVariants = map[string]OrderSpanBy{ + "": OrderSpanByNothing, + "name,trace_id": OrderSpanByNameTraceID, + "trace_id,name": OrderSpanByTraceIDName, + "name,start_time": OrderSpanByNameStartTime, + "name,trace_id,start_time": OrderSpanByNameTraceIdStartTime, + "start_time,trace_id,name": OrderSpanByStartTimeTraceIDName, + "start_time,name,trace_id": OrderSpanByStartTimeNameTraceID, +} + +type OrderAttrs32By int8 + +const ( + OrderAttrs32ByNothing OrderAttrs32By = iota + OrderAttrs32ByTypeParentIdKeyValue + OrderAttrs32ByTypeKeyParentIdValue + OrderAttrs32ByTypeKeyValueParentId + OrderAttrs32ByKeyValueParentId +) + +var OrderAttrs32ByVariants = map[string]OrderAttrs32By{ + "": OrderAttrs32ByNothing, + "type,parent_id,key,value": OrderAttrs32ByTypeParentIdKeyValue, + "type,key,parent_id,value": OrderAttrs32ByTypeKeyParentIdValue, + "type,key,value,parent_id": OrderAttrs32ByTypeKeyValueParentId, + "key,value,parent_id": OrderAttrs32ByKeyValueParentId, +} + type Config struct { Pool memory.Allocator @@ -49,6 +89,11 @@ type Config struct { // DumpRecordRows specifies the number of rows to dump for each record. // If not defined or set to 0, no rows are dumped. DumpRecordRows map[string]int + + // OrderSpanBy specifies how to order spans in a batch. + OrderSpanBy OrderSpanBy + // OrderAttrs32By specifies how to order attributes in a batch (with 32bits attribute ID). + OrderAttrs32By OrderAttrs32By } type Option func(*Config) @@ -68,6 +113,9 @@ func DefaultConfig() *Config { LimitIndexSize: math.MaxUint16, SchemaStats: false, Zstd: true, + + OrderSpanBy: OrderSpanByNameTraceID, + OrderAttrs32By: OrderAttrs32ByTypeKeyValueParentId, } } @@ -201,3 +249,18 @@ func WithDumpRecordRows(payloadType string, numRows int) Option { cfg.DumpRecordRows[payloadType] = numRows } } + +// WithOrderSpanBy specifies how to order spans in a batch. +func WithOrderSpanBy(orderSpanBy OrderSpanBy) Option { + return func(cfg *Config) { + cfg.OrderSpanBy = orderSpanBy + } +} + +// WithOrderAttrs32By specifies how to order attributes in a batch +// (with 32bits attribute ID). +func WithOrderAttrs32By(orderAttrs32By OrderAttrs32By) Option { + return func(cfg *Config) { + cfg.OrderAttrs32By = orderAttrs32By + } +} diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index 4d39ee9f..4431bcbe 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -153,7 +153,11 @@ func NewProducerWithOptions(options ...cfg.Option) *Producer { panic(err) } - tracesBuilder, err := tracesarrow.NewTracesBuilder(tracesRecordBuilder, tracesarrow.NewConfig(conf), stats) + traceCfg := tracesarrow.NewConfig(conf) + traceCfg.Span.Sorter = tracesarrow.FindOrderByFunc(conf.OrderSpanBy) + traceCfg.Attrs.Event.Sorter = acommon.FindOrderByFunc(conf.OrderAttrs32By) + traceCfg.Attrs.Link.Sorter = acommon.FindOrderByFunc(conf.OrderAttrs32By) + tracesBuilder, err := tracesarrow.NewTracesBuilder(tracesRecordBuilder, traceCfg, stats) if err != nil { panic(err) } @@ -461,27 +465,24 @@ func (p *Producer) ShowStats() { if p.stats.SchemaStats { type TimeSchema struct { - time time.Time - schema *arrow.Schema + payloadType record_message.PayloadType + time time.Time + schema *arrow.Schema } var schemas []TimeSchema for _, producer := range p.streamProducers { - schemas = append(schemas, TimeSchema{time: producer.lastProduction, schema: producer.schema}) + schemas = append(schemas, TimeSchema{payloadType: producer.payloadType, time: producer.lastProduction, schema: producer.schema}) } sort.Slice(schemas, func(i, j int) bool { return schemas[i].time.Before(schemas[j].time) }) - fmt.Printf("\n== Schema (#stream-producers=%d) ============================================================\n", len(schemas)) + fmt.Printf("\n== Details on the Schema ============================================================\n") for _, s := range schemas { - fmt.Printf(">> Schema last update at %s:\n", s.time) - carrow.ShowSchema(s.schema, " ") + carrow.ShowSchema(s.schema, fmt.Sprintf("%q", s.payloadType), "") } - - println("------") - p.tracesBuilder.ShowSchema() } } diff --git a/pkg/otel/common/arrow/attributes.go b/pkg/otel/common/arrow/attributes.go index 84276ac1..e51fc9d1 100644 --- a/pkg/otel/common/arrow/attributes.go +++ b/pkg/otel/common/arrow/attributes.go @@ -20,7 +20,6 @@ package arrow import ( "bytes" "math" - "strings" "github.com/apache/arrow/go/v12/arrow" "github.com/apache/arrow/go/v12/arrow/array" @@ -78,7 +77,7 @@ type ( // Attrs16Sorter is used to sort attributes with 16-bit ParentIDs. Attrs16Sorter interface { - Sort(attrs []Attr16) + Sort(attrs []Attr16) []string Encode(parentID uint16, key string, value *pcommon.Value) uint16 Reset() } @@ -92,7 +91,7 @@ type ( // Attrs32Sorter is used to sort attributes with 32-bit ParentIDs. Attrs32Sorter interface { - Sort(attrs []Attr32) + Sort(attrs []Attr32) []string Encode(parentID uint32, key string, value *pcommon.Value) uint32 Reset() } @@ -258,9 +257,10 @@ func (c *Attributes16Accumulator) AppendWithID(parentID uint16, attrs pcommon.Ma // Sort sorts the attributes based on the provided sorter. // The sorter is part of the global configuration and can be different for // different payload types. -func (c *Attributes16Accumulator) Sort() { - c.sorter.Sort(c.attrs) +func (c *Attributes16Accumulator) Sort() []string { + sortingColumns := c.sorter.Sort(c.attrs) c.sorter.Reset() + return sortingColumns } func (c *Attributes16Accumulator) Reset() { @@ -311,9 +311,10 @@ func (c *Attributes32Accumulator) Append(ID uint32, attrs pcommon.Map) error { // Sort sorts the attributes based on the provided sorter. // The sorter is part of the global configuration and can be different for // different payload types. -func (c *Attributes32Accumulator) Sort() { - c.sorter.Sort(c.attrs) +func (c *Attributes32Accumulator) Sort() []string { + sortingColumns := c.sorter.Sort(c.attrs) c.sorter.Reset() + return sortingColumns } func (c *Attributes32Accumulator) Reset() { @@ -457,7 +458,8 @@ func Compare(a, b *pcommon.Value) int { } case pcommon.ValueTypeStr: if b.Type() == pcommon.ValueTypeStr { - return strings.Compare(a.Str(), b.Str()) + // Compare strings as bytes (in case strings are not utf8) + return bytes.Compare([]byte(a.Str()), []byte(b.Str())) } else { return 1 } diff --git a/pkg/otel/common/arrow/attributes_16.go b/pkg/otel/common/arrow/attributes_16.go index 044d0f9c..2a8a902d 100644 --- a/pkg/otel/common/arrow/attributes_16.go +++ b/pkg/otel/common/arrow/attributes_16.go @@ -22,6 +22,7 @@ package arrow import ( "errors" "sort" + "strings" "github.com/apache/arrow/go/v12/arrow" "go.opentelemetry.io/collector/pdata/pcommon" @@ -120,8 +121,9 @@ func (b *Attrs16Builder) TryBuild() (record arrow.Record, err error) { return nil, werror.Wrap(ErrBuilderAlreadyReleased) } - b.accumulator.Sort() + sortingColumns := b.accumulator.Sort() + b.builder.AddMetadata(constants.SortingColumns, strings.Join(sortingColumns, ",")) b.builder.Reserve(len(b.accumulator.attrs)) for _, attr := range b.accumulator.attrs { @@ -275,7 +277,7 @@ func SortByParentIdKeyValueAttr16() *Attrs16ByParentIdKeyValue { return &Attrs16ByParentIdKeyValue{} } -func (s *Attrs16ByParentIdKeyValue) Sort(attrs []Attr16) { +func (s *Attrs16ByParentIdKeyValue) Sort(attrs []Attr16) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -289,6 +291,7 @@ func (s *Attrs16ByParentIdKeyValue) Sort(attrs []Attr16) { return attrsI.ParentID < attrsJ.ParentID } }) + return []string{constants.ParentID, constants.AttributeKey, constants.Value} } func (s *Attrs16ByParentIdKeyValue) Encode(parentID uint16, _ string, _ *pcommon.Value) uint16 { @@ -308,8 +311,9 @@ func UnsortedAttrs16() *Attrs16ByNothing { return &Attrs16ByNothing{} } -func (s *Attrs16ByNothing) Sort(_ []Attr16) { +func (s *Attrs16ByNothing) Sort(_ []Attr16) []string { // Do nothing + return []string{} } func (s *Attrs16ByNothing) Encode(parentID uint16, _ string, _ *pcommon.Value) uint16 { @@ -325,7 +329,7 @@ func SortAttrs16ByKeyParentIdValue() *Attrs16ByKeyParentIdValue { return &Attrs16ByKeyParentIdValue{} } -func (s *Attrs16ByKeyParentIdValue) Sort(attrs []Attr16) { +func (s *Attrs16ByKeyParentIdValue) Sort(attrs []Attr16) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -343,6 +347,8 @@ func (s *Attrs16ByKeyParentIdValue) Sort(attrs []Attr16) { return attrsI.Value.Type() < attrsJ.Value.Type() } }) + + return []string{constants.AttributeType, constants.AttributeKey, constants.ParentID} } func (s *Attrs16ByKeyParentIdValue) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { @@ -389,7 +395,7 @@ func SortAttrs16ByKeyValueParentId() *Attrs16ByKeyValueParentId { return &Attrs16ByKeyValueParentId{} } -func (s *Attrs16ByKeyValueParentId) Sort(attrs []Attr16) { +func (s *Attrs16ByKeyValueParentId) Sort(attrs []Attr16) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -408,6 +414,7 @@ func (s *Attrs16ByKeyValueParentId) Sort(attrs []Attr16) { return attrsI.Value.Type() < attrsJ.Value.Type() } }) + return []string{constants.AttributeType, constants.AttributeKey, constants.Value} } func (s *Attrs16ByKeyValueParentId) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { diff --git a/pkg/otel/common/arrow/attributes_32.go b/pkg/otel/common/arrow/attributes_32.go index 58414676..701a5830 100644 --- a/pkg/otel/common/arrow/attributes_32.go +++ b/pkg/otel/common/arrow/attributes_32.go @@ -21,11 +21,14 @@ package arrow import ( "errors" + "fmt" "sort" + "strings" "github.com/apache/arrow/go/v12/arrow" "go.opentelemetry.io/collector/pdata/pcommon" + "github.com/open-telemetry/otel-arrow/pkg/config" "github.com/open-telemetry/otel-arrow/pkg/otel/common" "github.com/open-telemetry/otel-arrow/pkg/otel/common/schema" "github.com/open-telemetry/otel-arrow/pkg/otel/common/schema/builder" @@ -92,7 +95,12 @@ type ( prevParentID uint32 prevValue *pcommon.Value } - Attrs32ByKeyParentIdValue struct { + Attrs32ByTypeKeyParentIdValue struct { + prevParentID uint32 + prevKey string + prevValue *pcommon.Value + } + Attrs32ByTypeKeyValueParentId struct { prevParentID uint32 prevKey string prevValue *pcommon.Value @@ -148,7 +156,8 @@ func (b *Attrs32Builder) TryBuild() (record arrow.Record, err error) { return nil, werror.Wrap(ErrBuilderAlreadyReleased) } - b.accumulator.Sort() + sortingColumns := b.accumulator.Sort() + b.builder.AddMetadata(constants.SortingColumns, strings.Join(sortingColumns, ",")) b.builder.Reserve(len(b.accumulator.attrs)) @@ -296,6 +305,23 @@ func (b *Attrs32Builder) ShowSchema() { b.builder.ShowSchema() } +func FindOrderByFunc(orderBy config.OrderAttrs32By) Attrs32Sorter { + switch orderBy { + case config.OrderAttrs32ByNothing: + return &Attrs32ByNothing{} + case config.OrderAttrs32ByTypeParentIdKeyValue: + return &Attrs32ByTypeParentIdKeyValue{} + case config.OrderAttrs32ByTypeKeyParentIdValue: + return &Attrs32ByTypeKeyParentIdValue{} + case config.OrderAttrs32ByTypeKeyValueParentId: + return &Attrs32ByTypeKeyValueParentId{} + case config.OrderAttrs32ByKeyValueParentId: + return &Attrs32ByKeyValueParentId{} + default: + panic(fmt.Sprintf("unknown OrderAttrs32By variant: %d", orderBy)) + } +} + // No sorting // ========== @@ -303,8 +329,9 @@ func UnsortedAttrs32() *Attrs32ByNothing { return &Attrs32ByNothing{} } -func (s *Attrs32ByNothing) Sort(_ []Attr32) { +func (s *Attrs32ByNothing) Sort(_ []Attr32) []string { // Do nothing + return []string{} } func (s *Attrs32ByNothing) Encode(parentID uint32, _ string, _ *pcommon.Value) uint32 { @@ -320,7 +347,7 @@ func SortAttrs32ByTypeParentIdKeyValue() *Attrs32ByTypeParentIdKeyValue { return &Attrs32ByTypeParentIdKeyValue{} } -func (s *Attrs32ByTypeParentIdKeyValue) Sort(attrs []Attr32) { +func (s *Attrs32ByTypeParentIdKeyValue) Sort(attrs []Attr32) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -338,6 +365,7 @@ func (s *Attrs32ByTypeParentIdKeyValue) Sort(attrs []Attr32) { return attrsI.Value.Type() < attrsJ.Value.Type() } }) + return []string{constants.AttributeType, constants.ParentID, constants.AttributeKey, constants.Value} } func (s *Attrs32ByTypeParentIdKeyValue) Encode(parentID uint32, _ string, value *pcommon.Value) uint32 { @@ -366,11 +394,11 @@ func (s *Attrs32ByTypeParentIdKeyValue) Reset() { // Sorts the attributes by key, parentID, and value // ================================================ -func SortAttrs32ByKeyParentIdValue() *Attrs32ByKeyParentIdValue { - return &Attrs32ByKeyParentIdValue{} +func SortAttrs32ByTypeKeyParentIdValue() *Attrs32ByTypeKeyParentIdValue { + return &Attrs32ByTypeKeyParentIdValue{} } -func (s *Attrs32ByKeyParentIdValue) Sort(attrs []Attr32) { +func (s *Attrs32ByTypeKeyParentIdValue) Sort(attrs []Attr32) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -388,9 +416,10 @@ func (s *Attrs32ByKeyParentIdValue) Sort(attrs []Attr32) { return attrsI.Value.Type() < attrsJ.Value.Type() } }) + return []string{constants.AttributeType, constants.AttributeKey, constants.ParentID, constants.Value} } -func (s *Attrs32ByKeyParentIdValue) Encode(parentID uint32, key string, value *pcommon.Value) uint32 { +func (s *Attrs32ByTypeKeyParentIdValue) Encode(parentID uint32, key string, value *pcommon.Value) uint32 { if s.prevValue == nil { s.prevKey = key s.prevValue = value @@ -410,13 +439,13 @@ func (s *Attrs32ByKeyParentIdValue) Encode(parentID uint32, key string, value *p } } -func (s *Attrs32ByKeyParentIdValue) Reset() { +func (s *Attrs32ByTypeKeyParentIdValue) Reset() { s.prevParentID = 0 s.prevKey = "" s.prevValue = nil } -func (s *Attrs32ByKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value) bool { +func (s *Attrs32ByTypeKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value) bool { if s.prevValue == nil { return false } @@ -427,14 +456,14 @@ func (s *Attrs32ByKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value return false } -// Sorts the attributes by key, value, and parentID -// ================================================ +// Sorts the attributes by type, key, value, and parentID +// ====================================================== -func SortAttrs32ByKeyValueParentId() *Attrs32ByKeyValueParentId { - return &Attrs32ByKeyValueParentId{} +func SortAttrs32ByTypeKeyValueParentId() *Attrs32ByTypeKeyValueParentId { + return &Attrs32ByTypeKeyValueParentId{} } -func (s *Attrs32ByKeyValueParentId) Sort(attrs []Attr32) { +func (s *Attrs32ByTypeKeyValueParentId) Sort(attrs []Attr32) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -453,6 +482,70 @@ func (s *Attrs32ByKeyValueParentId) Sort(attrs []Attr32) { return attrsI.Value.Type() < attrsJ.Value.Type() } }) + return []string{constants.AttributeType, constants.AttributeKey, constants.Value, constants.ParentID} +} + +func (s *Attrs32ByTypeKeyValueParentId) Encode(parentID uint32, key string, value *pcommon.Value) uint32 { + if s.prevValue == nil { + s.prevKey = key + s.prevValue = value + s.prevParentID = parentID + return parentID + } + + if s.IsSameGroup(key, value) { + delta := parentID - s.prevParentID + s.prevParentID = parentID + return delta + } else { + s.prevKey = key + s.prevValue = value + s.prevParentID = parentID + return parentID + } +} + +func (s *Attrs32ByTypeKeyValueParentId) Reset() { + s.prevParentID = 0 + s.prevKey = "" + s.prevValue = nil +} + +func (s *Attrs32ByTypeKeyValueParentId) IsSameGroup(key string, value *pcommon.Value) bool { + if s.prevValue == nil { + return false + } + + if s.prevKey == key { + return Equal(s.prevValue, value) + } else { + return false + } +} + +// Sorts the attributes by key, value, and parentID +// ====================================================== + +func SortAttrs32ByKeyValueParentId() *Attrs32ByKeyValueParentId { + return &Attrs32ByKeyValueParentId{} +} + +func (s *Attrs32ByKeyValueParentId) Sort(attrs []Attr32) []string { + sort.Slice(attrs, func(i, j int) bool { + attrsI := attrs[i] + attrsJ := attrs[j] + if attrsI.Key == attrsJ.Key { + cmp := Compare(attrsI.Value, attrsJ.Value) + if cmp == 0 { + return attrsI.ParentID < attrsJ.ParentID + } else { + return cmp < 0 + } + } else { + return attrsI.Key < attrsJ.Key + } + }) + return []string{constants.AttributeType, constants.Value, constants.AttributeKey, constants.ParentID} } func (s *Attrs32ByKeyValueParentId) Encode(parentID uint32, key string, value *pcommon.Value) uint32 { diff --git a/pkg/otel/common/schema/builder/record.go b/pkg/otel/common/schema/builder/record.go index dfa42bc0..e142b738 100644 --- a/pkg/otel/common/schema/builder/record.go +++ b/pkg/otel/common/schema/builder/record.go @@ -71,6 +71,9 @@ type RecordBuilderExt struct { // Label is a string that is used to identify the source of the data. // [optional]. label string + + // Metadata to be added to the schema. + metadata map[string]string } // NewRecordBuilderExt creates a new RecordBuilderExt from the given allocator @@ -87,7 +90,7 @@ func NewRecordBuilderExt( DictionariesIndexTypeChanged: make(map[string]string), } transformTree, dictTransformNodes := schema.NewTransformTreeFrom(protoSchema, dictConfig, schemaUpdateRequest, evts) - s := schema.NewSchemaFrom(protoSchema, transformTree) + s := schema.NewSchemaFrom(protoSchema, transformTree, nil) schemaID := carrow.SchemaToID(s) recordBuilder := array.NewRecordBuilder(allocator, s) @@ -101,6 +104,7 @@ func NewRecordBuilderExt( schemaID: schemaID, events: evts, stats: stats, + metadata: make(map[string]string), } } @@ -124,6 +128,15 @@ func (rb *RecordBuilderExt) Schema() *arrow.Schema { return rb.recordBuilder.Schema() } +func (rb *RecordBuilderExt) AddMetadata(key, value string) { + prevValue, ok := rb.metadata[key] + if !ok || prevValue != value { + rb.metadata[key] = value + // If the metadata has changed, then the schema must be updated. + rb.updateRequest.Inc() + } +} + func (rb *RecordBuilderExt) Reserve(size int) { rb.recordBuilder.Reserve(size) } @@ -244,7 +257,7 @@ func (rb *RecordBuilderExt) UpdateSchema() { } rb.transformTree.RevertCounters() - s := schema.NewSchemaFrom(rb.protoSchema, rb.transformTree) + s := schema.NewSchemaFrom(rb.protoSchema, rb.transformTree, rb.metadata) // Build a new record builder with the updated schema // and transfer the dictionaries from the old record builder diff --git a/pkg/otel/common/schema/schema.go b/pkg/otel/common/schema/schema.go index 2de3f7a4..ef11a00f 100644 --- a/pkg/otel/common/schema/schema.go +++ b/pkg/otel/common/schema/schema.go @@ -63,7 +63,7 @@ func Metadata(keys ...MetadataKey) arrow.Metadata { } // NewSchemaFrom creates a new schema from a prototype schema and a transformation tree. -func NewSchemaFrom(prototype *arrow.Schema, transformTree *TransformNode) *arrow.Schema { +func NewSchemaFrom(prototype *arrow.Schema, transformTree *TransformNode, md map[string]string) *arrow.Schema { protoFields := prototype.Fields() fields := make([]arrow.Field, 0, len(protoFields)) @@ -74,7 +74,8 @@ func NewSchemaFrom(prototype *arrow.Schema, transformTree *TransformNode) *arrow } } - metadata := cleanMetadata(prototype.Metadata()) + metadata := cleanMetadata(prototype.Metadata(), md) + return arrow.NewSchema(fields, &metadata) } @@ -93,7 +94,7 @@ func NewFieldFrom(prototype *arrow.Field, transformNode *TransformNode) *arrow.F return nil } } - metadata := cleanMetadata(field.Metadata) + metadata := cleanMetadata(field.Metadata, nil) switch dt := field.Type.(type) { case *arrow.StructType: @@ -151,9 +152,17 @@ func NewFieldFrom(prototype *arrow.Field, transformNode *TransformNode) *arrow.F } } -func cleanMetadata(metadata arrow.Metadata) arrow.Metadata { - keys := make([]string, 0, len(metadata.Keys())) - values := make([]string, 0, len(metadata.Values())) +func cleanMetadata(metadata arrow.Metadata, otherMetadata map[string]string) arrow.Metadata { + keyCount := len(metadata.Keys()) + valueCount := len(metadata.Values()) + + if otherMetadata != nil { + keyCount += len(otherMetadata) + valueCount += len(otherMetadata) + } + + keys := make([]string, 0, keyCount) + values := make([]string, 0, valueCount) for i, key := range metadata.Keys() { if key == OptionalKey || key == DictionaryKey { @@ -163,5 +172,12 @@ func cleanMetadata(metadata arrow.Metadata) arrow.Metadata { values = append(values, metadata.Values()[i]) } + if otherMetadata != nil { + for key, value := range otherMetadata { + keys = append(keys, key) + values = append(values, value) + } + } + return arrow.NewMetadata(keys, values) } diff --git a/pkg/otel/constants/constants.go b/pkg/otel/constants/constants.go index 80d90eda..7c56feec 100644 --- a/pkg/otel/constants/constants.go +++ b/pkg/otel/constants/constants.go @@ -101,3 +101,6 @@ const BodyDouble string = "double" const BodyBool string = "bool" const BodyBytes string = "bytes" const BodySer string = "ser" + +const SortingColumns string = "sorting_columns" +const Value string = "value" diff --git a/pkg/otel/metrics/arrow/config.go b/pkg/otel/metrics/arrow/config.go index db875e09..7e9e8f57 100644 --- a/pkg/otel/metrics/arrow/config.go +++ b/pkg/otel/metrics/arrow/config.go @@ -126,25 +126,25 @@ func NewConfig(globalConf *cfg.Config) *Config { Sorter: arrow.SortAttrs16ByKeyValueParentId(), }, NumberDataPoint: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, NumberDataPointExemplar: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, Summary: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, Histogram: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, HistogramExemplar: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, ExpHistogram: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, ExpHistogramExemplar: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), }, }, } diff --git a/pkg/otel/stats/stats.go b/pkg/otel/stats/stats.go index a6672ff3..4fe894bd 100644 --- a/pkg/otel/stats/stats.go +++ b/pkg/otel/stats/stats.go @@ -215,11 +215,14 @@ func CompareRecordSizeStats(withCompression map[string]*RecordSizeStats, withNoC return recordSizeStats[i].TotalSizeWithCompression > recordSizeStats[j].TotalSizeWithCompression }) + totalCumulSize := 0 fmt.Printf("Record cumulative size and compression ratio per payload type (sort by cumulative size):\n") for _, v := range recordSizeStats { fmt.Printf("- %-18s: %8d bytes (cumul), %04.1f%% of the total, compression ratio=%4.1fx\n", v.PayloadType, v.TotalSizeWithCompression, v.Percent, float64(v.TotalSizeWithNoCompression)/float64(v.TotalSizeWithCompression), ) + totalCumulSize += int(v.TotalSizeWithCompression) } + fmt.Printf("Total cumulative size: %d bytes\n", totalCumulSize) } diff --git a/pkg/otel/traces/arrow/analyzer.go b/pkg/otel/traces/arrow/analyzer.go index cfa84a51..b18e8559 100644 --- a/pkg/otel/traces/arrow/analyzer.go +++ b/pkg/otel/traces/arrow/analyzer.go @@ -198,6 +198,7 @@ func (r *ResourceSpansStats) UpdateWith(traces *TracesOptimized) { carrow.RequireNoError(r.ScopeSpansStats.Distribution.RecordValue(int64(scopeSpansCount))) r.ScopeSpansStats.SpanStats.TimeIntervalStats.UpdateWithSpans(spans) + r.ScopeSpansStats.SpanStats.Distribution.RecordValue(int64(len(spans))) } func (r *ResourceSpansStats) ShowStats(indent string) { diff --git a/pkg/otel/traces/arrow/config.go b/pkg/otel/traces/arrow/config.go index 264a3cef..594a2e31 100644 --- a/pkg/otel/traces/arrow/config.go +++ b/pkg/otel/traces/arrow/config.go @@ -65,7 +65,12 @@ func NewConfig(globalConf *cfg.Config) *Config { return &Config{ Global: globalConf, Span: &SpanConfig{ - Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceId(), + //Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceId(), + //Sorter: SortSpansByResourceSpanIdScopeSpanIdTraceIdName(), + //Sorter: SortSpansByResourceSpanIdScopeSpanIdNameStartTimestamp(), + //Sorter: SortSpansByResourceSpanIdScopeSpanIdStartTimestampTraceIdName(), + //Sorter: SortSpansByResourceSpanIdScopeSpanIdStartTimestampNameTraceId(), + Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceIdStartTimestamp(), }, Event: &EventConfig{ Sorter: SortEventsByNameParentId(), @@ -84,11 +89,12 @@ func NewConfig(globalConf *cfg.Config) *Config { Sorter: arrow.SortAttrs16ByKeyValueParentId(), }, Event: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), + // Sorter: arrow.SortAttrs32ByKeyValueParentId(), //Sorter: arrow.SortAttrs32ByTypeParentIdKeyValue(), }, Link: &arrow.Attrs32Config{ - Sorter: arrow.SortAttrs32ByKeyValueParentId(), + Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), //Sorter: arrow.SortAttrs32ByTypeParentIdKeyValue(), }, }, diff --git a/pkg/otel/traces/arrow/event.go b/pkg/otel/traces/arrow/event.go index 31edefbb..1ab6233e 100644 --- a/pkg/otel/traces/arrow/event.go +++ b/pkg/otel/traces/arrow/event.go @@ -28,6 +28,7 @@ import ( "errors" "math" "sort" + "strings" "github.com/apache/arrow/go/v12/arrow" "go.opentelemetry.io/collector/pdata/pcommon" @@ -90,7 +91,7 @@ type ( } EventSorter interface { - Sort(events []*Event) + Sort(events []*Event) []string Encode(parentID uint16, event *Event) uint16 Reset() } @@ -185,7 +186,8 @@ func (b *EventBuilder) TryBuild(attrsAccu *acommon.Attributes32Accumulator) (rec } b.accumulator.sorter.Reset() - b.accumulator.sorter.Sort(b.accumulator.events) + sortingColumns := b.accumulator.sorter.Sort(b.accumulator.events) + b.builder.AddMetadata(constants.SortingColumns, strings.Join(sortingColumns, ",")) eventID := uint32(0) @@ -288,7 +290,8 @@ func UnsortedEvents() *EventsByNothing { return &EventsByNothing{} } -func (s *EventsByNothing) Sort(_ []*Event) { +func (s *EventsByNothing) Sort(_ []*Event) []string { + return []string{} } func (s *EventsByNothing) Encode(parentID uint16, _ *Event) uint16 { @@ -304,7 +307,7 @@ func SortEventsByNameTimeUnixNano() *EventsByNameTimeUnixNano { return &EventsByNameTimeUnixNano{} } -func (s *EventsByNameTimeUnixNano) Sort(events []*Event) { +func (s *EventsByNameTimeUnixNano) Sort(events []*Event) []string { sort.Slice(events, func(i, j int) bool { if events[i].Name == events[j].Name { return events[i].TimeUnixNano < events[j].TimeUnixNano @@ -312,6 +315,7 @@ func (s *EventsByNameTimeUnixNano) Sort(events []*Event) { return events[i].Name < events[j].Name } }) + return []string{constants.Name, constants.TimeUnixNano} } func (s *EventsByNameTimeUnixNano) Encode(parentID uint16, _ *Event) uint16 { @@ -331,7 +335,7 @@ func SortEventsByNameParentId() *EventsByNameParentId { return &EventsByNameParentId{} } -func (s *EventsByNameParentId) Sort(events []*Event) { +func (s *EventsByNameParentId) Sort(events []*Event) []string { sort.Slice(events, func(i, j int) bool { if events[i].Name == events[j].Name { return events[i].ParentID < events[j].ParentID @@ -339,6 +343,7 @@ func (s *EventsByNameParentId) Sort(events []*Event) { return events[i].Name < events[j].Name } }) + return []string{constants.Name, constants.ParentID} } func (s *EventsByNameParentId) Encode(parentID uint16, event *Event) uint16 { diff --git a/pkg/otel/traces/arrow/link.go b/pkg/otel/traces/arrow/link.go index e9e3e075..24f6e54d 100644 --- a/pkg/otel/traces/arrow/link.go +++ b/pkg/otel/traces/arrow/link.go @@ -29,6 +29,7 @@ import ( "errors" "math" "sort" + "strings" "github.com/apache/arrow/go/v12/arrow" "go.opentelemetry.io/collector/pdata/pcommon" @@ -94,7 +95,7 @@ type ( } LinkSorter interface { - Sort(links []*Link) + Sort(links []*Link) []string Encode(parentID uint16, link *Link) uint16 Reset() } @@ -195,7 +196,8 @@ func (b *LinkBuilder) TryBuild(attrsAccu *acommon.Attributes32Accumulator) (reco } b.accumulator.sorter.Reset() - b.accumulator.sorter.Sort(b.accumulator.links) + sortingColumns := b.accumulator.sorter.Sort(b.accumulator.links) + b.builder.AddMetadata(constants.SortingColumns, strings.Join(sortingColumns, ",")) linkID := uint32(0) @@ -292,7 +294,8 @@ func UnsortedLinks() *LinksByNothing { return &LinksByNothing{} } -func (s *LinksByNothing) Sort(_ []*Link) { +func (s *LinksByNothing) Sort(_ []*Link) []string { + return []string{} } func (s *LinksByNothing) Encode(parentID uint16, _ *Link) uint16 { @@ -308,7 +311,7 @@ func SortLinksByTraceIdParentId() *LinksByTraceIdParentId { return &LinksByTraceIdParentId{} } -func (s *LinksByTraceIdParentId) Sort(links []*Link) { +func (s *LinksByTraceIdParentId) Sort(links []*Link) []string { sort.Slice(links, func(i, j int) bool { linkI := links[i] linkJ := links[j] @@ -320,6 +323,7 @@ func (s *LinksByTraceIdParentId) Sort(links []*Link) { return cmp == -1 } }) + return []string{constants.TraceId, constants.ParentID} } func (s *LinksByTraceIdParentId) Encode(parentID uint16, link *Link) uint16 { diff --git a/pkg/otel/traces/arrow/optimizer.go b/pkg/otel/traces/arrow/optimizer.go index e18789da..34abb901 100644 --- a/pkg/otel/traces/arrow/optimizer.go +++ b/pkg/otel/traces/arrow/optimizer.go @@ -21,11 +21,13 @@ package arrow import ( "bytes" + "fmt" "sort" "go.opentelemetry.io/collector/pdata/pcommon" "go.opentelemetry.io/collector/pdata/ptrace" + "github.com/open-telemetry/otel-arrow/pkg/config" "github.com/open-telemetry/otel-arrow/pkg/otel/common/otlp" ) @@ -113,6 +115,27 @@ func (t *TracesOptimizer) Optimize(traces ptrace.Traces) *TracesOptimized { return tracesOptimized } +func FindOrderByFunc(orderBy config.OrderSpanBy) SpanSorter { + switch orderBy { + case config.OrderSpanByNothing: + return &SpansByNothing{} + case config.OrderSpanByNameTraceID: + return &SpansByResourceSpanIdScopeSpanIdNameTraceId{} + case config.OrderSpanByTraceIDName: + return &SpansByResourceSpanIdScopeSpanIdTraceIdName{} + case config.OrderSpanByNameStartTime: + return &SpansByResourceSpanIdScopeSpanIdNameStartTimestamp{} + case config.OrderSpanByNameTraceIdStartTime: + return &SpansByResourceSpanIdScopeSpanIdNameTraceIdStartTimestamp{} + case config.OrderSpanByStartTimeTraceIDName: + return &SpansByResourceSpanIdScopeSpanIdStartTimestampTraceIdName{} + case config.OrderSpanByStartTimeNameTraceID: + return &SpansByResourceSpanIdScopeSpanIdStartTimestampNameTraceId{} + default: + panic(fmt.Sprintf("unknown OrderSpanBy variant: %d", orderBy)) + } +} + // No sorting // ========== diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index 20e97b22..f99c0f66 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -16,14 +16,14 @@ go run tools/traces_analyzer/main.go -format json -batch-size 2000 -all *.zst By default, there is no flag enabled. All these flags are cumulative. -| Flag | Description | -|--------------------|-------------------------------------------| -| -schema-stats | Display Arrow schema statistics | -| -record-stats | Display Arrow record statistics | -| -schema-updates | Display Arrow schema updates | -| -producer-stats | Display OTel Arrow producer statistics | -| -compression-ratio | Display compression ratio per record type | -| -all | Display all statistics and updates | +| Flag | Description | +|--------------------|-----------------------------------------------------------------------| +| -schema-stats | Display Arrow schema statistics (see [details](#schema-stats-output)) | +| -record-stats | Display Arrow record statistics | +| -schema-updates | Display Arrow schema updates | +| -producer-stats | Display OTel Arrow producer statistics | +| -compression-ratio | Display compression ratio per record type | +| -all | Display all statistics and updates | ## Supported formats @@ -36,6 +36,8 @@ Use the `-format` option to specify the format of your input file. ## Dump data per record type +Use these options to dump rows per Arrow record type (e.g. spans, span-attrs, ...). + | Option | Description | |---------------------------|-------------------------------------------------------------| | -spans=<#rows> | Number of spans to display per Arrow record | @@ -45,3 +47,22 @@ Use the `-format` option to specify the format of your input file. | -span-links=<#rows> | Number of span links to display per Arrow record | | -span-event-attrs=<#rows> | Number of span event attributes to display per Arrow record | | -span-link-attrs=<#rows> | Number of span link attributes to display per Arrow record | + +## Schema-stats output + +For each batch (i.e. instance of ExportTraceServiceRequest), the following +statistics are generated. These statistics are cumulative across all batches and +provide a high-level overview of the trace dataset. + +With this option, you can determine the total number of resource spans, scope +spans, spans, ... in the trace dataset. But also the min/max/avg number of spans +per scope span, events per span, links per span, attributes per span, ... + +![schema-stats](./imgs/schema_stats_1.png) + +At the end a detailed view of the Arrow schema for each record type is displayed. + +![schema-stats](./imgs/schema_stats_2.png) + +## Record stats output + diff --git a/tools/trace_analyzer/imgs/schema_stats_1.png b/tools/trace_analyzer/imgs/schema_stats_1.png new file mode 100644 index 0000000000000000000000000000000000000000..4bca4c6ec396fa4c7b041234997fbc74f7a81ac3 GIT binary patch literal 256479 zcmZ^L1z1#T+chajBOQ_|C5qLHG(!NFllOM#W);1I{*;E*Fx9|7Nx_%rhX zFYr#vlA>^BL*(1Q2V*l$X>&O_I7Z+-Dja;66&%vTDZn2o@COHn^dS@u1$cb|{3&L^ z!yy8%@DInc5PqMDIG%<0`#o|ba2)QnikP%C@Ty|sXl7>TWNGg#?`B;NG@P_j)pXXB zljS$Dw`DOhwKq0nakqs$G=URz=Lg=}nmHR$x!c;;ajbzo+-OLCu6npPu23_?u7; zuo4)L^n@o?%k&48S$IL)mAEjbC?buomHbC#C5C5%DPZyMvO$kNa3zLbm!CJC3&?N& zY#IK#nc+1AI&ahBL6P-q0n zxBk-q^WZlTQbgyXOZxw92K+{NAUyxLQfxQP|Jig)@%TS_`HwDfkP%6oiWEi&BkAQM zbDk6S@*);m<3cE~d%wIFEG~Ky(>?X*e_B#ql6-SXdyITi9KWIs(}=V~W2!w_TSQyq z%OlPwE=8qNc_o$+D_cZ#N+_5{`;%k5nJ>0YoXdhzr|1?Kho{Kk3bMD{|u4ZQ0Z&3Krd^WNAYC&B3Y zzwZ$$jB&H7n3?kiQwcgPnDwo&BCuu?zn=h-SFQoQOexX)j7kS7*g!VZCUT}Y7*n1x zWEZax!`$?(rD;QOrLhfJQ4nulN3yMO(ayb}SapfqK;u21#n*big;!He8;bdEwDA+; zTLzrlJ8^cMWgZ957dHj8r~jTosM{Y`QPlWFsk!(L(iS9v*&pc=nt)8n{c6DHc1h>YS-e=_Zf3u;NtgzB!U} zEZSh}NDn52_Ay{c5VO_cd@--$ENf^98_v#!V$6FTKYUKF2+nT=*H$!ZGYAcQ zV}w3~A#YtiSz#Y#T!e6wBl(6AXE5aW^2>@w$SpL0KfQ0;cFaw_F1P#;J}(Y|QijTh zK!;!}sGcBPRJ4E|nwVf|Q(<-lZyt?+d!QXzg*LTjCMGTyW@4aRDH5=m6J?x>kanWF zfog!M;0kA%2%-1X!8F`Cnl9E8hy3E`#e(HCy%m2ZyidIV%x9+Qf1RY%pl1F>p@ zp~>++%io)MOG-m1)jp~&<)ViCYaawSW26x`R2vLusPT%^*YEo9N-*QQ_lB-Ey@t17 zebSEZ*TOZIq;8l`k;sstm{#a60spj{i3(y@u8N@sO@90NTe*LYGF35Z7#fx(owyxx zUIT*sPszw+G+x$q0!U*hJ&wo1C)eoRiAczbI^EQ6DHJz)fkj*g_8ARzh*kMU0ba7K zWyKj8DSGL#l_cb{c|{gx1fzjsYCD)`S+rudWv|@ zJHGuv)DHSOBzHy1M#Jg_?;EJtYh;|>AUq*m_|3;y3XpWMQ_nyI)>Ar$ zGIi+o%M#*j;#_wzhm@Sa4m6sUReY&y86|P}o=X+j3*MbB(E53`eS^3ZvRvn{H@6dH1H@b zZaKfw0!Zch#5*si%s7aqdN_FO`11s*gQtFT#{2+e-<%TPLFRY`!|FM~656nM-ffl^ z!+%EvDmwO9CK{7vskVZo53bERF_34=u`e}(;{#IQ<@Jm9evrizU=l1c;7DVBS{!59 zJ2GtGIn<&D*`v z9bmg&QQK>q$Pe3@H=I=sGY{_UbS2AGyH1;!HyCUEcLs^YB&lFYtG6O}MZ!9r#N)}f zk1Bb{Fa8Xx*4zmny#7;}Tv1i3)6KI+nSQ^EB4+D!(dv8%m2c+SsvZ$#cM8d_YpLsp z$NL{HEx;yk%n4rcLGIcyIqi~s%=;-^w*yN`1NPGCY*=^+Nqz_w_5ub66N+?U{flMnV}mMa3e{Z-WqiC9R+%Z*X_E*Rig9?l2JN z*ycKZYmlv!JW5+BLQtBbh_oPpTtKi9=(e!MUm@p2Kt@~{)fs+jP#M@Flm9xvk3-#Q zl2?)paD)_>a^@D2d}y)yIy?%j_KV6YJq2~ftW9cUo1&7W9Dl4P{BuT}_uVMykP*>J zZTN*KhHgfi%$FlhCm}jtDPIlBa9h)y1UO+eZ8B07(laJik7pl?pOWv3`E5OUkJ)C) z$F#NCi{{NsQtD5k&s{p{d>ywA5~{CKP#C#CCGcagQ}-7Tl!2Je?*wBm;a*BGj1a}f zD`RggT4qL|)Nu7Z63%=*Q6PX^Sc32VLNrtFM4C(2YdUPPD0P21C9}3P1T2k6gy{diaav85U++ffdQi;-Atos06+Wql@E*u?VC1i z5RI2lje+kIulqeA2 zuf~Biq-63x9I=_8w4m;#PITv>m#Xg5{@5>G;cvO|4q4E*D%z-tB>sxL#@{->i+qI^ zu9LomH_T$wDCv-F9Eva;PcXiFCOakA-lOX|su@L()#G0}R8w9b=wr7%A zq?m$qvnlP=_B59G(u$y*3jYqyP&P>5U6jV|H{@t){iPUj{b!wgxUWJ~u5yf{5lAVN zgVECL!7O;pU)A8*F6*OcE>G^@L-585w|%CTJ`&pUePP-7K+xDQ?VIy9rWIEGsHgtD zab*XZb3pv&GdmX=dukX33|H4wl*R|tl5*(jn!7&J4=U&485+T+W5V(z>EQZTaBw0K zDP=aP5-^$0?XyjnA#c&&xLuO%gmxO0Iy>DdVo=h}J)3c~J2l(zRo_}M7XbZ$9)*Zu zKE8Fw`@$0L+w(_HGrv4tt2=-(Xt`?NJ>N8=9QzMA3BXwqEJLbQ+#UBg$1?63y=DC5 z=tL|Vx=M^CC+yHHlO$*J+`h`X;9-kW5;LEFMeS|k!*a27XH{jR|Gw})K=L) z{tXuXLeSr+0A$Q5MO+;pU~00o7O(K>*Lr`yG+p{fn_?9M;Mb}c5O113$_acjk9%n1 zNQLO$`SSzfenGD(RS%nDjinL^$h)CbzeStdW-8WX?~LOl7*8GtDksmkj&HTl{B>>#n{AC`D_0uBR+CuNia&C_9hXYsvT~feg%FK?e4Q@8uO(#P zdbt4^D*~~{DOCvelq1}Aa{MXF@Q*`kjC@p+C6z^nM*%sXBN%jhqM~9B^@raecfn`T)sz?5=ju&l&GbHk5&b%w zwNGu<-_QPV{j*6S!}rRH53=O%eX$(I;ku_ehDEd6;&uLMy4oVO5e18!zQyzO39prY zqkFAJosE{qVLM8`<9c6}Cl$nys^qUx7vSFZ$gx=Ss$Ko5fM4)!Q%XvotIrOgFleWMO)5`MW!qb2QwnstuJ0 zo$Q;$2)%gz<|B?E8IitwcJs-18S|82vPpCzmXjLlnN1jsYvIM;<(>C8xG?YQ3YDTK zz=R!{ENy1`alc>hjqf3EyZI$U!fqU#Y@(MX60nLNaEww&61^9QjJ~$ub?~aQHjzc| zZC|NYwS?>5l+ln9N}94%?}z7dAl?~z6gm=lrmhm9JOjtx=iLmqt1-fPa;e;b*-La8 z?m44~PTABD-Q|joPzW$Ali6Y@$CYsMY~=Sq?+d(RMd!`OL-8DDecwH#XFUedA1X!|;>DCy&0*dL8sG zL*~;<_S02TtkW3bJNnzJ(|BNQBp3N+IV9roe%2($#?`|JD_8yefkYh}#kC{&vBV;< zxZZ@I5v={{XH8_*sY^zk*&QJ1OcpH+s`3wmAPfOH4Kvw8 zzoT~0`R^D8rNkJ?K9dwyLio2B^>6Pqvis zF1uPdhj}Xw#4r>(_^b@4cO7Kes5}?!7|O^eO#$hN|B&jZ?Due2O9?{%>C7&e$KT zw(Tlt1^_KMbdM@3hzYZbRSKgWQh-=yzCoi=qCRM8xcPjtL}U16QixA;rQwfA0w&Y7 zZ*c)WrOT+=uY>W>mF8V0^~{%9cxOuidU|$t$5b4FuRBcxIe0 zEx-DhkdN&vW2XcTnoZPCx{H?}riJq9Z`G&kklBPuqWKBW0|k!gr-6Rd4TLFy{5;$uHvdbjAxYgI`}ZI2@UKq2*hRwly-o|aR>YNCy)R|$o#F>Adq1 zFII_qeGP@XA_MjgU&12Me*h`{fq(2BhB}la74tQ_t}Z#RZy@;{n`p?l++FSB&BSO{ z^5AQo+K7LTCS$EDO|{cZ(5!#)=Cgi_=fK54B>((Lj}OmmOCLD(5h$oXRA17%DbohE zj+J(^vX1)W?8xrBEkdh>fhqrlvdT!;Jll|ss05$nN@~?Y$mGa04Oe*!r8mZ)N(015 zvh~I|XySZ;bJ%%br@qF0#_)7)bn$?7kMayV6CQ-vdxc>N67?xg0STa*oHkd|2uORp zD#%<>LEiI{T6W^w&WnFiKz-Jo&SS67-+ZwWg}Xgoq(p1=Jx?0!5ogsEjvG+-LM~-Z zizSI@?~C>6&3~e?zC=c~Hyp*-jE9VPw&^_#gpSJ-8H1!YO)W(ICJBsc7@0y|XIv9G z*zNYK-S;=Izm@L$R!~=`!8$^v8iqMX`SMh=#zmj%ZZ+`Vd7b&mZw#HSCD2t^g ziq!@eb9>|I`WqZp*D}0*vY(6HOV?oX%t3-gdK83jRSky$=s~DB%ETNitxz=+x>V;b z{}-7|#Y7xFU#DfF+L9ls9VtoBM!#f9*JLdNvHU;RJ zH3yf$3P}6_66&^@J^{i-UjMFhuJiVH-~u`{hycz8DYyikLAy+sAu?tcCm%d-?DPq zs~dD~2bd^Un-4n6nT70clSZ^-vXU7q`V15wHf4~;eRAEOAt~Gj(tq4;S5aILf8+Iho(!Tgd#bQC6TLd*nOo#mo!ngp5n7iE7YnmM@m&4N{fj?5alz z2!V!Fff|Vncd7%5&AI+rbGMP!_){RaG~==y{}mzRKtuHJWhlExW&qD!68Sf?i(Drr zo{r6kvv#3%6oIgf!z0wLD2+T5EVRhztG1?+mUE#P&}g_w4YP#xph@wGlfgoOdUa0H zi;ihQ!yo(OY$0)eQkK8_(T9}I$@`TMv=M5b?ri-==g%G_HE#gOqE6v``1-T%*Q!$8 zuiwFjhsF_7=0T4z2Pi5eqsiG>)9E=4p>R&V0FIXdz;C{3?}v@&KjRfZ?6|DpMCx!~ ziB&~b{pKm~@Q-o>*7DY?VqFIq0f*a9T@L^%tfx5*vAe9&wv*X68x0*{lap+DO`9bq z3z;8%m?~7rtl(~#NCtMJ#{=S);hO1+IxSMl9q2)=(J0g9^VrG`8<4pi7QTPE+7rW5 z7q*IFw#q!^xYc_7Q)ZHAbcVwIb~Gau({7k5BRNsuQ(7XLoPpB!B3svGLhXC4wZ@o2 z_>g%*!}epJrH^`$cH}CTUG-y|29hg8Mh7b1wA)pNo2atHdXNc=D1z0Yo9!tj$9dT zZncw=rZIe=Tc5@31(5R1m%fH11Z4UB#gd zL9CA2mH=XSUwEN1s_)QAsEo&;b<$NrESW&+ztl$t73ekm}(q z#5W(kIap{hYY#+r1Qr5m*h2rKk3HyxD(RMZ*QcKtR3tzbONb`IIoA+Ds{6}fKcqN8 zUW@DV10qQHS!b;UTF+%>rtg(>3XeUDPMr-qC7I3f=!{)|&+(RN&?IMr%``{*@o^WP zLegdy5H3D^_&`JH6D$nYqLcSr@z|dzNxb|5oo=TX89||JXtqH;$B-~V24VQz-=1$E z_KztDGmA&!$NAn~J(ge$_HsQs!Wh0^Y7dg*n{7?>3I9aMtUV5PiM#(G!-DG#y$jus!S07M^2HfccTw&8^p`=-Y=cws_a3 zXcU?;G9J5+QLL>%P+`yf1-xN9R%9P|YU@!O#=puO{&N*Z7Tq!Lw)oT%L^`XaLDSV6 zYSI(!0SY3{h>CgM8HUY+g#!xTn{VQgnQ;4#*T(K`DXNM${K#2k{1C`xJaO9fi?|>( zk+h8Vfs;;j)@DNxoKY~czXkEAM!CiLoYU~DT(QG;v|-Ew(yUHz>=~Ix^Sx%)u3@8my59nR znr<`o)v3^s6dUwoⅈU@awNwkK>KxJ4YFrkC--zzh_*X9Y-L{v$;4ar>J}@-#=bg z5#FlUy(=w(YQCnGclItn^4j^h*b*uV>8~UNN}Q3q2sBihJ#`zt zErd#sIrjh|X%_CQsIBK+6fUP03jIr9VW3yQT>+bcV`t%Oc-g@f`c(1LbWoLD~av&v&Zi+0I~CMv_8B-oKe0`Qk(n7 zW!l5;vRiDOewfi_2SkMJaVWRwu-8Tsv=b} zIv?#R4)03qmuf}r6rn%m65h!}Inmv&k=-x?7=B%8e1?UUrzFe+jkgsMKi2Ux%5nKb zJB1Qu&gdl5Quw4YmpYiyt{JSo&~u6PRP^FD(Bu^hik-XcHkPW6j_>EurEy8s+szNyBS(o-D@ReEFWayo zn_OUrCeu2`EE0l{9{866*LN?Eo>(J>;)=1gv`5N0RbhJ=(xnN!d=Y-OY)GdJu##k) zCzNqI0t%#8hU1S58iONm$sW&I45paK<&QE~YRmI0-0hvP*Xr@F?fz$U723`hol!4~ju?!Grj6A-0@vp(e*#;NO}+ z5Q_|q{sH0@>yAizIE|R_?(UMNc7UbJGsh}($JOT_eu0LoJ&w&e!*HTLP#d2;6!p#Y zG>#_7tP7ea0POt95#_X;|GlgcSWVKa4aU)SMN|mE*=3MA+@~-_D{yGX<4`)2Wm?{+ z?pCl74UEE2T7-5!{ej(y5(|Cu<(I|*bl`*vR04fh>a%bsIx@p@opjBjUO7Xe4ZT3l z=9-lt1VZ`_8U^*VnNC5cws4|M{km&$zpdp{j1@6?fa#O%!c{UFF!BXh*1>B0gDv_D zBJTnBr2v!xZNv+l5Q4pBL(l100$meLwi)5;y=vqrRAXvUsY4vcLJOiH;-9NQ1T^2> z<{TtNgjlcH7!BteT{g}Gjm9s8Xi0zav`ak|WYs((Q!%guIND<+TtAdi$qRu9mjewT-qSd4zAQUGAqn*R@N;cE`z?Zxe*$t;miQZQerW)cRv{c=7Y>$1C&MBZb0?hUn$ zN(_R$&dcr<(9{sJSQRZU#_N#k$jf(AD=0&#G@C_;BBmF8Oyyjg!$Rk25r!ruEX^;C z)gZh~mSjxCIu2FsCGt8$5`}xULV=u+VCt-J-?M{7VK!X~kF=R;vsIUx#@Sq3qRHgS z`5$;OxfAmgwy6zgo{!kQiEabMp-ULljH$wYzU>)%TGZ;oUNyE$q@7JiP3`u(0C(~! z<&|~Ha@WXWf9Mkbo`-o1@qWP9;fti;MJ!**DJ<*~9UTWx*Q0BRH9Sh=!_+R^Cqp0| zx}0$wUH~~T$32;m96>%mbi+S0)5==h9s0`8xjv-ibjGQ?1u95=qC}2u z=V%p>kMvMQG=C)`*JN8Ygb!Fd09+cWmO58W5j_`Mu-fF@@nLC#r=r6QI0+AVsembFm`dI9&@A zGMdVGj~ws&h%qnJ>#*BS3;$t}ml^OF6+d&ndA?qokYnSRuxQ_)$LLC^)-8jL8-RQ3V&AVd{OYScU_bAZ)z~oN|4!Y$i;g9i)?XhP?Y{gbrAuccM(bqCHbbsHd!ZOHPMdqTo9hAvM05@UW5TPSq%`$BYNHYu~C_S_BI zz1QB9Yn)JE9^ot;rYy=+No3D=Rrhsg; z?YUD@-pX;^umI`A{NCtdJ(_4=eXu7<>9dw3tmVO=S&=oZ)9^sb4(|dg%`z{GAyGp| z@v59Nr5&Ag&AvXj;i6&FWW_{_d^-R38O~WX=7>PXEe<+}dGc(l(6>mtwwTNMhwPg~ z7TYsj%0DHe?&2NKlX%RsH*ZB>Ud6Pbu!bf}{N`Uk0O22vJ#6zF;Sn2Bg;*F?6_9SW zM{~pGoX6z8*V*bMbK7cXodB%)``j;HV||>%f+lqz`G82C574|-0P9P_Wf`klqAo|_ zv4*SF;#oV8#>c71t);MJ*$Q9*_^@h`0EBH>tC6gLk3bm<`M@%Y!qYLG<+b1U7Y!mY z>vMgU?^J+iE5S>aWzc*@oyIcyi^TS;<~inx zT7U3kymw9*Jztgc-)z7<0fshkYmCUi8+R(|s(Kj2>C}Dn9S(y4u$aOoZhI?H{! zY!hxF96a`18{VU4}Km7#7(J4L~&ewbuK++Cl;Ewj5w5rwRZ%F)>GL!cX6} zo1Zxi^XNvXYli!WQeaKIJDye(yX|XZngRQQiC@AnObX$ z=mw8TJ-6N;Uv$<}?OWq+ug_DxfqIc$GTo1vzmOHOI48T}=X$Wf{7?_b*T$0!rtx}5O`?xZ(5+|`w6fTV4|ZdSI7 zf|8JJ?kTSC0H4AOKF^aPlD^pz4OXpsyL7>`DHG))#q2!xcKcf#=FHJg{l(E8PVca- zcoy7Ey5uefL&FKM`;zv!FZR!Iz|0E0fB9Gel6xpSnlHbUts3Jav(Ar!?C!L!g%+>E z60A|HW{7+WS8v|5RPUGi1;)*Ew~Pq$_TD={=Nn5HwBspj++pkmG`^ejw)ume%6HPdo2|FtKa%}oUDA%F?G^Mlk_K5)e zPEsogVj9d8ZX5riGdWO+sh@`G^zQm}*CI5)#1hyxK0#4tvrYm?u9IbY-4foq{UPDeuZW!07Y)(G_&Qi1(I%By}sGUBt_ z^F=?Dl(QyGc=24`BN<_Eb|ZsvW{K&26aJUmmw&BLAVWwLIjQ?y&uG6Cc_c|JfBY?u z7SSnyh*ke(+x=bB=)->E9$L9LS{<8qyt~}&Z#iFJQYny)OJLF{kWu(Swv=x^m?Ggb zZ!vqQQm!xbz-vWxbOzV~iP{@D|3xu+4`SM-bhC{JxDl`f`~oWY1g4b2p(j&XhUq zfLl{2Jvw<`xR8IdFxn7ortrFJ;GV+W{=Dj`PZ*SNdx5@7BuYlIm4{-&BK07j zD^%aHDbOwuG`_d_`Bgt@_IYt*7c?=poiu&tRLr?>4zxc%pkAn}7W%zrvN7_uFlkaD zip}mv`12qJ@pD_V%txnI@=N09A#$Te728)r$ujO!}*U8XPg=nT|xRH$w3ee)5?5@)PRMnL@d2n*U9 zZX-A`Gxj+W9R*~`%&G_vrPMe)_x2lQ@R{iIWSg)u`46((7oRETE|7Xg^PcBWjuebJ zrOR^j3XR3hIql|xPsE;G@vk3^9kfdeFZ`Z>Sgl8Fpi(l^}w_xa!sU?oUt_H_uF^?i(6?hH${4Rn64Gp2laCe?uJ`F{URMXlWF&V)&U zmijn}{MU{U^uqo?A4tzT5?X)(@M+{)__y{2SXCkdy7g`z#d`>4E)D67$YjeC}-vBC5Oj8WHO~gc% znannjbQ)_c?SV^>Z=^!Q_EO;Aezv{P()5s!9&`+gG>6dMJ3#$UvgV!GpQ&{!4m|(w zNqV@DRzs?zc(p_(Y$tqlf?9ktf^c10-f4Y@IAg#Q-f@*ia7qq8`=@7nK}kgMr!VYP zWG4P9z7qj5{s9BdgESt=3ju6;kitTYta2e#?l4cFAs8+$L;B)86X68-#x~Ak+i(~ zpe;;~F62qa=K*#n1d6#cW6ZMD&3~`Q*Z_CV*bCHGt{p>P8ngnAU!na)$R9N$46)=T z(6r?=Aq+YDh(AU~vdYJYd^-9HH)=l~(};s4qy-;vtg9NpCFLN_2Lqhuk=F$41hI8! zyl3|+(15U9KY)<`bF7w~`T54^;R7C z!PSI}PWbI1q!agH9zBeZLWZE@g2(3L4G%xS*i>cGgY_WVk>o`4J4Abo1fgJm0^|;Z zA<(tW>tv^4p-J8qNOzD@lj}Y-&;*h~#${=^CnYT%7q3wFG$=)U$-6VTjuKn>;Mape z?!Q-%zaO!bcW|Q<4hhq#cScS)!q9OKz|HtXzC{BEwW*UULvg!r`B}l*xUi2Up z??Ph0pQ)LRN*C@=oAZ7ce{83nnsCm4PpXVmVzM8MIIB6WPSJ+}U{=>W_0 z;=&}B#_@W;9_8nBJdoaW6gSKCn*NYe`o2R$PBgGm1Pz}M64mS~iJ zLT71!g1d;$s9T1l>n; zXG3P9W!8}YVm1DDVVFWuFrI-#-z&8ei(+mAEG>p4!FN@5@KMf6MMvX3;wd?;!wH|Dwui2DG%oXMlNObC@S?`N1-0TR;B- zTj(VA!Joxp{o^IDV!w>g!VkT2F4e5e(Ne_R*KChHxW7AZJL7bB}7{#1(y*ow&HT zm^eCesDF&wOOQSI@E=UwvMLCpN0| zAG~3~W=sm91e-#mcI{j9p`-G)JJJ{R->eGL&41C-4lVNn-XeuMyZN`Fh9+di53utA zg(=yBqi}0oWdL%bKU)}ZBu)?QMhpCm1@r+59%nLnr}w0<$oB(4sXX@FQOSRzqb*zH zs}2@OmD_>7SE}Uy?zwVesb(?T+-6D!R*37e>baV;ieRC;N~H?BtWmlu#-&}(MW%7v ziVRE?IWH4I4Aw;dgGrG>{uR>D6<#C}0U3dmKxu`eckK8A!FG9J3}Yjcuf`H-G-*PZ;rO8_d%zDO!{}kfg_RPLZmA~ zxXZ}%OnDpbF(I!_`29NEPNz^;0WmOpntt=y<;e^3qjzY1?R;+EVKNFauEnaKX;@n? za@K}37s1xcH|FXU^{;4}L7!`Rw*xvR#pWJxqzC>1gLV=(m zAl$ri`pikD){XKA<9?xqZ1w2>pl|LuM8am;d{(^%D`t2Ise%9tY`lEMf!8~9*D<%77LP8xufDn!k^L3v0=n4YhKprZQWSDNIhB;f(95ga$kVh0sRH$Dks$#f zmukoyQjATJ@oS2fS6XTV_M}1IA5%F@gdYf88mEcSeK?gR>HV@NM`to#o|y%gEHxk1 zu+}JumIs|iPI#zKhb3GC6oq~JC+AVAQk!AMYmT>gdzGln)(0q*V#k2LcWMuW<0(wC zSIwX4v61X}xb(WmqJw#m^-PP*{n=l2LhMV7XZFEY^7-y{D_SVU2V-9E$$zeX(nyiP zb-MPxt*=~Z&yt-=LFXSwYfOwAvvlc|BE#|sq8-;%dnm*nSb+Fy>G&5LjSeQnsf<$= zjR2YmtkINKAGdNruNz*7nq;T&zM5|xa7>>#6aOxmT-#paUAk8SKvxVB4lw9?k29Iq zA!mA4s9|2pw|eUQY1=(uX6A0NEEqB|GvIoI|59^g3Nh8c(xm4NU}t#-BSfRH**w5eN!-#1jFwPvM)&Y%I7o1p3^S07$gutaJ%E<13|BcZy^?= zJ5S0M=)WI{z9;GjNaX^i7Vk?(tLduz8=$z}{+`nkN8ln+BBTB>iYHUcC`cn+|I8!d zSVfy-7P1mS_XYq7?~acF8vGmJm9!x50gCEAz{QO*2w24ddN8uL!l?5G?4|2``Ir61 zT%ZHs*HnG4_jv;1A1{~>BvCtU46u9d&DJZx&DsAq!Sn%OPx^sOZ`OlVD17C>-dT%F zcm4ly;B>u{0s?V@wRV;5d9!e7{Ug$WtyjKFfn10WR8SHRmHQ?mUh zqLqH-J5yuztDDRo>HBgl)d!yk+ly`Wq4AGG1JUfttB37BfxKc zU^nSb;xGTYLAuJN>pUu6<-D!Tpp+Bry!&G?4dvsnUTKL-42vd(0kooJ^Ti1b17_RV zx`YRWOLVOOy6gfglsBxPc>t;N!Qc7|Fe3D+Y3Mx%e3l7Et39do)>$jO84c5Ldds?h zyJ2K$-adAyW?i@qJA1I)K3L3`-2g9)IjLj-0`h=;6#%FLvs)g#K+(^fDcKDD`6Qna zD(T$#vfa{Z&e@b3w6%V&2XOPoc?1U{3f4#9l6nD@NvRvcI<&0Yv5hoh5kAzBEpb9H z^!)DAQz6fBIJDIR3J|Cna1VA*hjN09I*( zD*MwO!>QN9{2t2%r&93wZ>9hl5h53_fHOTiUbQ|9pgto_9n?XXBuD@ zWY9#Ry9NyB&mU5j;ZZ^Tf@lB0G8q39=sVG@|5NXS5lTVuDA+^dfv($d^F6`!g+$=e zksYR;?@aVh!Sx{Ja%5Q_t-xUYt?uWPAnrdbEVNVqWnuAMGQsn$elY5^QKum?X_Rq+ zSA$S|`!AkmrxCEu;+}Sq>wxX36LlRU0D4Z{_hK1EXD(6Fd#{t+Nze<2H^Kc8F5qXe zEv(G4rw&(KH9=~Cra24t`+hRK281tr)mk6VZW0S(0mvfL;P9Ce&u<{p3l(wXABSY& zV&3V)Z%zYm(}dLwyJ&Ojc~O==dgfbI;erEt7;u7bAD%LOjYM|3*AWs#C5ll<7H7jd zpuy1GB}3G_*x?ac{mwfcA5sQPANd=hZy=#))p0dwt8CxgS0_14_tCB#Ep^b{g$dqs zfL5$;A>cKpeg^gc6aurHcj0eVpHr+PY^c%o88^_7?*Q(^9$xnKz64IzyKv%Y3Za?2 z7N9`*wxbgfszAJI+C=%@x#|Gm1ik~#77svgT?d|GX(6lc{QZ9ca5{Mb`+Mi{CX$#H z_EUaS!tS6Tv`sI-&-9pcxcAY!cTg06t!i_UFc-jP+RgA4a8ttiLDpcw>jQvTWTUL2 z@Z6&AWB?hr8wKaSk9!J8mL)d;y5At5ys!m)onOtnB3!D1{3P}3?k`qjUTDWivE~6X zL?|}c^Ohdqkhw;!yt$y9p>2FPH!U4FcHUeM#cr|*M%XOc-H#>Ok@q|cmiCvwwoDg+ zP_YI)*}z8Wf5?tX`*IDh9MQ`wyct= zglirFsGvs@KkkP`A>pivc_3+>%^26ytnWr4`=0|m7vuw|cW`8p!ANBM7NTs0hk!6d z2rk0SjsWA}cFHvCjbL=*+}|Gf^#e?fT+IM8v+g{x1X=(mTsxZ_8AH`E3E%~=`+jq! zz~$XRNH=?HnH%pDz9R&%Wy)V2&2l-)0I3|*xfKiy|14PMsQH<4noY$pNhr7Q&0(j6 z5byVJ!_aE%v%Ajc{mj4wa0SJ3<1o=ZPDmvqvFS8l{>>Ah0Sx8I0IN1eZ%!!lmjA zV1uoI;p-bfPrsG8TJi{adI1HDBgZA_<59mA5DvCjZ``+F|8m7r4MWsdX-i`SL`=pE zMLZLk=msU2kf~KA=D_7;9N-z({oC>Jllz&IvJ_PTRL-#~-`pM)eBuuvStY#yY>Z@l z@JIGc4qDt!K<`LRytqDSTf|_1MKKUc2D;~q=Q8TgWz)|1Pr2rNW}-05S>~khgcW1b zUB7*BjJ$3FAgDQPtw8QbZHux!ZBfVWD-2x1UV0CxG52)r@D}pi(CI)!JJ1HHi4h&x z<9@iIq!wy5}{J!XWZ966?f#@Dli`^MOom6E6dl)~#B{+FfLVEBuq~exw z(fjzlAwPUhb@&^duYjd`(A(I{HinoF9-fsr-Jfr#f?znD5_lx?rBoPpdeU`F3>6?d zVHO=E5Ps{z`yClfsX8&H8Z1K5Uz9@EXB;VDsc5o`om*?e1Q13QNwTP$?9Id79eON! zLWVuBIE@r@8M>lH{?fv2zO;*CG$bh=CMs+uSH`#Whd=971E{BYe`pw9TnwVUOVKZ= zSjj`rnR|HhHkR_v1SkbzZ(*9qJH+`Foox!=k6*@)$qNkf;un!_x<{00lxKKo1s%T+ zNx@lf7gce;3|8?j?l_HvTWejz;_P0B^l2^0}KiErsb1Oil0 zq;yY?t*PbDv;u7i0Q-4p2dbdbPE(h+6mu4G&I!vX0)9tEF{Nw#7SGZxWJ&*l@4WV_A%KI1w zoEsk*?)EUIQVVu~PK7pmSO;mO40h7~O>e}qKl(77%~JBHgRky@59O5HdLKGk$DyPU zdk|7XwtspdH}h2^#ienqDy5U;>VWArPvkD2L`|8BV7e>i=-xeJRzDjux$!qcWC_gH zqNyUNq<<$GlU<|p7{)L|EM@c+8!QIxn}|3b>>mFbc$SxtF$bS4xl&RGvyA;C{%nP2 zyW%iYd9yMg-&zuib&y+>{<;OI)D&@hoXU>3oy0V|pB`CseHnUqRE3M6ILemNNdib> zRymHuDR;ml0aMQw$-n$Ovm`+8vEZGx6^a09Hvvz_2U+v#xj$Nhwi|W6?NetPCseX3 zJ;Cfj9#tFQ@%`0HHz<_KN+DU&Bs9bA@ZN$*eiGot=m3;nrA29Yakv~{G;Vi>JZUss z{VN<>Ht8OthqBT5f~T$rZG-$cw9-=T!3N8C(XwR2 zr|7wtYNFSKo+}iDioyGu$>hV-G!3pksC$b3N(4#82)=-c)sH;Ww`!snR6=P3wM0B| zDss;c*;s$|_r&1vAto`%ntlq3Pw1Ru5!`V4N?A5IR+GlUy*niwa^lO9$d%~%sv|8& ztWw1}Uw@NduaB>e@}maPsq`pwIQj0$8*~kO%SMTOm2n2nk*_n||Btk%EJD+oop7-AWd&m87zsMM% zvY)-zUUSZ0Eh5TBQVagPHOxVJwIA)q)X7&Oyit#DsMnsFr9|FT=*1^qUfX=9LZcp8$?my%>k7!?e4j)aUwLUQhEtS$@gkk^ zcjMi+m8@+eMi?>#&q(VHXMm|NBdu4pD}UbLpWa7m*~)Be+W|VGq2w+C$FG}m)=2>c zE^B-&v^r^3A_$@Injqo+U8ipwF1W1hCL6j~8tjj%N<)K22R+m{^450xn3FBxveT*? zcC_e!w%P4hcBSmS^O|N)_dojlw7XP8hkq<-d(^{wRXi`Qzc-9G!!Jek4&#ZGOVqs3 zmoeh2Xr2GKT1;ukP`S2lpS_d5b-M_Qw9Ocm3zvB8T!Jfj0B5js)=WqA&r|pfN7Tmv zry5zh$@o8hf>2}Fp(^hxo3Z@YpYcq8y+monq*c5uYW+&1*3+%w`|{e&QqD?`*t6F2 z9bRNlv9odEfr#H#WEP?85coAWxeaiyWtn=8R>8yZvB<{(AZ>h_&+%p0{9qU7Hc!G@ zlYXu8<*^q;>@2_#PZe?E?+Y$prIemA1z!0(PX*2!nPK8_Z?m3~S6;ol9z1&~ue_Fg zc2iTleG% zpw72EXddLKH|HBhdX*=A?b#pv_(&IA%5+sp2_v68!AQg7K*y&?T)CY2E&~RFmk50m z3vet^eAKQ|4>Ti#z4YCUKRuq{TM<}U9mtuh+;IFys?i$T(EPx_>+!w_j&ew_SHrqs zk~G>bw$_Zik1Sox_AJ`T_?pA&f$3^p_-OE{_wiZfa?hW*pO=V-(?0w}P}O{bSPQ|U zciak)ut|osbTAwX=73z7QFT4Jxth!)g+>90!HNflDuhI&z9=663qy3PU*naq?=x>hXGxw#CTDzT zSq%``l0W(?JZBW@%XqO#q8?AR3Aa)ab1CD+U&@T&6HsPg>hevJa$UPjFS^i^LLFnH zRcGN^^!UtvcjdrzMVz0bW^Jc`qesbS@((tVkHsaGlrI|Bv|Hw6yEPlOM3xpz!V;c+ z?o|2 z6uQ2(@r_c2ehg7=I!e4{sm?Gm_jWNi?<0@&hVZjrZ1Eal_*X(S<%_p{%-llrQmG;; z_r9>tE}oYNxl<;s?aXcTbf9MbCVv$e0hnacu={EF2r>WUx9Ziyypy27ROZ`Y)qDMd z%N_vWw;_u_QhWg7-i*-FA~=MUq8wNJR262j8``H=rT2>*J?OqF!FnY8hJWW70hU)w zqIcFZs&+%Q?L?KCZ80@*M~P56E=|0ZuXh{pt@V2RCyiUzvg=!!^v`fUpH2GAWV@8~ z*wxk9KjljLy@m2{*9#7`59kVNKM=+x4r6Y}DT^EiEqL)2R_*FMpbT4xfN}{FrK^lL zuLd()Mj<{QO&aC|pdHL0k>GPT`LzJOfN^(<=k}eF*y}+ga{(bW)GEj|yMgH=fKwl> zmrt3l4HubNHNaT&7^Vj#!XhET1?`?h!G0MxpDD6= z6MaFRpa8Fa*S-!!8bqI;oxB^2FF~esC2gtgx3|qV)aK9%S7r<*qZX!V2z!N1B{H0U zcvg3Drh-UX0QVg~JtkMM5PqIvz!OeU?t7Gxt$^6rE%?mQBhgiA6+S0QmhY6rA(Y7~ zlCLs&U=?g@A3md6ZavaB?0e;h{{x<9#klk`aQnYKpZeIeC%n7oapC4b)-6_ddR}d9 zNcKN}aN&WXhcyw>qO%l_dv`ZnaNd$6f7KeGIJ{?(IGp1gsVUoV^ zv*U+}jb$!tDn(aZ!iV!@yw840<)8mQ%**yH`O#WfnU7B7?{!p)W$0fbpDA0%nYD63bk2u{ckR)46#=1o+DI^4p19iO<{ zuti}sv?T~D7rzb1%m2nM+1P-g$A^`{JT!Amk6%pWjV!A#X@~d%9m(C-)8sO3&0B(C zqYC|ai`wO+sF;(N&s5WG$r}IR&?K%{&;m0EGMCt$)``jU9ly60*iH1!S_TZh`j?l2 z*aDdgxh32)`X6b_>2ywuS@J(@V}8UaIm(fx29*c^U+?S+2_5vtX@IQ*`td4co31|u zpZ>Cq5{SG?^fLHdwPs_qL2Qw(*pn=(#4(J-Q5aPm3-XIQayF%p9d-k-8;)h1s4&Ut zW`xKl=-6N3le65iE_I1M$ z-p{^#9bWLtM&ES zKF-5C!zNKzcAQM42>Qsdn-^f#r?2Aw zIQ?@EbP*BR_q5FY`;lAU!ydK#_F=7OWvTUux;OM4&X(R)Gmnw?!V{5X*vCMAn3xHS zoGes7p*c-G|0TmVlR)CnrA0r)&r-X>KJ+4!`phq z!}L6h+ES(Is3WhF^7Gv`NZ_HnaFd%)3zOlq!zbm@HeHF!vAlE6sn6&Kd@^~kJLtL= zWQX70|BoOSvkM)Wluh-Bo3`L#MQNgmq7XFJuTc9dJLVL|$v0&-V|Sr~c44l8&Xg`> z-wVVbnN~91XS1q{f8+SI&d1ddCF9sFxJcr)H8TV78P_7HF=7uUJ$eN26oNIltp;xH za5tJN)Qj8lRqQnpKG37(tl51TP9dl+cDgBDxsscg0Tr3Y`_z>nsf&dGvfjk(zx~dL znIY~~4ta;I(~FzE1J8$_o_Vvn8@N-5_jo_Ggc0bqfd4^Ord%fU+5$geXX-nzz11K5 zd+^imA}Tj||JYBfy|3T%t=|fi#_;v+2#ndc zFx`tc%)B%0b~jL9#J5hv{v1FXB^^lVnWl$9m5@afZ}*EX8Rd%1F3s3)er=i)MwvLF zt9=V!>@+BC1csvfRv6;GNX@^qlVQSs;U1Kh=ay31Zrr1|=dwPJPi4o(ulOX`FFIgXOG(k89rcs9cA0g8xA?J6vg_>ChSmsxO7Gmg`@(a#S6(N#_*L?BIdsnp zZhj>Jy_dl6=~ivs_QJcqH3r6kNl!z!shs+Ujdwz7$_CdyeWY<5(peE%#T?$X%xP*DPl{ggjjLQsaU9vj z>U~f>-DDZ~YIF3-rvwF@Apgc?3C(?241@T4K5w1$ni|BOuEm#H_RA%E?du!?b=9e- zS*=HZcTqm!9p4M2$jd~uCELK?lYar(vW*?(v#*6}_5ns~_ADS*ex~Ox!kK8jxq>Dj zLXzyEAa8;NOu4|PL-b{M$aTb!4f#fz#-#AzOX>z{kLN9t4 z4jNzIz2GqMQMSF)O(Qj2mOT;jizmeNQu9Q{Q4Pvjua4}4k|8mW_a4P^1&-KTOzN`$ z!BmnLI45{UVVYcQ#QwM#(J~xb^QO`j-oqa?sPUfH!M@Vfb{Xqcmz6_bzZ?(u+7Xa+ zd@R!@m&DWqOOO&wCUB>JBG7BFc6M~qqKfmHcVFl9&d1gw_6YRm>uMMC9IpRvl0obE z@XJ#hUY`*$jhobV4Z%0U8R}b$|HJdx)UID-{QPKG6@tVrUD)59X#?>3DP40{&>!$R z{=d2&L1rNWbI_RBcZI-@h4g(N-dQNzV{neOB)4IHUA7liE3!gvYPC%4EN0S0c464! ztox))l+OKXku<}Mp#;ucfPXMx1=5ANPB0Ro?A(QNv=T2IgJV%B<+CbJ*h$~BvSe-l zu1M@zF|D4s;m1w(@^Ry!MdQQcy&neDPd@hzF8*;N?)bA$;pIFpq3#ZH#x~tX{mYGL zv`ONAj>!BXYl`?-$Y)5xjq(Ijy9i+j#a#<@3U1!`E=I8?^Nn8!8&&!Ozfx9n^jmXP zElQ>bxDkbs#<;&-ax=s|7E+rvLneCDROTO_6%|GL7bv~-e}K~RJke*;IWbT3+jR9M9lQZXX%yOKH52vx;1X+-^=2vUpUKO*56oY>#5x| zb$J*6T+2|BPhjvc1Xc3-Sd>5R9Vm^T?j`Uvhj*e6LEwl0b8$5}d0)h^4G6pI^zn^@29Z08emHFQ)vQ$?;uxLkr8)$aq58JdOWO zoVRAZh`P)KG$RD|@iAyStlV~FVR19h$@Bc0?nu1GR)#IAMv0+q$UI6R7=ZhT!dUE; zsPf@9aN+JdL|BOIUdBtUgG{8ZBS3b|OJLXV3qwiLo>=eA^?UNkyMFVL%m?nc>)m*1 z#YZmqVrz=YgvNU%@?)qUxvR;0aFRcP3QY%OQIx^@v+GR42U=mu=+{%DS?sI9(~Ht^vSJN}5MQi>8VT9*aprAzGHFX!F< z5|p!noTs00EvIP)aOy_zat#=Mj5Gu(teH~PvLdAE{}{7&d+MR&5?{H3<$V09P5n`z zSzp%0W@?kc2M2bdS&KYDKCy{5%QHA1ia!c2^T zE~>$ai{6GU&pM>^OnZLkuZy(p(V?@Jpf=OQEBNe`ne?q{WbyTn$sM?`q-s}5G68hL z|NW}|ots3FwT%VO$d!*h1?M7d?b1!&Xe`R2>E@qctTHHs+hEmpIQ{v{|Bh#E4G0HN zLy}7WpXK}?f>VP?n*TfaN}}7)7smzVET0u~_3~sZy}xnmW62{K%rdIRr(92Q zf4VLO)R?E^^VeQ8`pX>fZoQONNN(Z~>wzv{50oVgY1HG+4w_s`nYxuS!+055LCO=y zQGBK$a%TS#GS~u80=keXz=1q4qs_e^%RsqHH!BQXZ3&ajwAuGNb1e}{BZx_9$#zzG z4nGxiwq@0z+2XP6V;~iEFC7O}Pb=wKiw-1q{6zG}o=}h1D|i}+w+d-1YQhtPOD2Y7 z$=L`dTNRG53O<1GlgD{UH9^F!IGmhc8Ps;k-`N&~sLt?mI8rg>9&%9e1+EY+yJVcn zlhZwZee_$>6OAN}2&?j+TpB6Kss;->Ba?oou*(XAZn-V?YwN$wZBjv4q}M9URk{ab zo1ofQQOH<7h$TR2q84^udM_M$#xCl<8x0NQU5KxdJxIll-}svFtLaJNCa_I?^9cNx z#-}(@#`w#W&DJaI-j%cyN<~nYckKoNaNGgOFCXB;eN0C!E>=k!yfNyiW2q>&8d-M1 zGpek$(1XKgdP6+_PiBC!IpX=L)I)b=I+U-&xCjma#3bc+rirg+GnAjunIdjr){~s{ zu?%o%jQ#d?7`duS*WA-JbJP*}Gk=NGAz6^e;yaDt&(|6mFbubt@^?>5SdW(8LAVb< zNq_gQd*etlmfTT$kcA6EcJx8J$e0Hv1A^2Rd2SgA5Is{JaD-^ZS#&f{NJOEguZu^q z%q733v3#leWc@J zH>E<)N2ZXkpzxhDrr!pc>#fX>IwdU>Fkyhm0>sme0)y?}lmy0JHE@WJ;1zHj)=2Iz z)oznu`w1Q~Gc)^Jm{i|*_$ZB?*zTlyG_35RdL{hX!>5I`lZi!tEHr|legoy*iKY%% zHqBC!2(Xkw)Lj#yDj_I2Rei;+Y`n(N8sy7tY$WH zLH21(*PY_EpI|*%ty3)k6GTE?MEm=vsb%Jc6`aKiyVl=0!+?le&A+;++a3m7@c_OE6g$A`=LpI@za3!ZuWP~nrw>i{7} zXIl)2vX~N=EL=j%^ct~o)M-Y~F>~o=vS3RMe5G*Z_e)?Z4SAT|GFhWD=^(=6`E1z6 z6BN4uXof0l5dWe~)tjx3qXuAMpN21IVZ1$a(I{1@+LlCt?L}1{8S8=;Ofx)^!Fvq z--6vt{`=hU{uR#oXjp{k3w*OT&H%CG$GH{s)Cbh){*{gKd6lkP#yW+Deug-o39ZTZ zAaQ57!`kcXWm9OcVo#5DIuOd}oo@|c#O602l$a?sVee7B8+f=-#F%$Hws8&GRt6&lhcT3L%<(SaUUuw^Gj!FlTo zcJDUfoeNprXVu>xqmj=x6OR3flpsLpUnM_@gZj9oQhEp^*kpzu5n8ScXrL|!SHaUV zquK*L;c}iAntW4X7m?P9nB%+x3OnO7qH5p9P(MQl9#*hV@UeP-aR?f$GjN@`vZL1c zrosLgv|4mI6jq#L1&_SNf>!HXSExccVEf>uE-Q@mBMiTe@UM&%zFraK?v#QjVjBZmRo}B0IAgoFqy7R> z*K5>aGyRDvnm*HM$0xHhmWo|;;gKE|St-_Ebx}EI$BTb9or#&8Zdye9)_gMW9^G++ zVv0pyaR7Gja2HR}g|3`(J2Qft^+bKSK`L-ZxByVoJE(XOatz;k{0Ez12e2$F!H8VA zad*)|VCNlnuf05Zno-x6@E_lf6r7H27!f7L&!ycs;F*f4$Zh5LYIf6q ziO=bl`m1lJ?Kr_-{Xy zfW^oZed@{|A^ILti#eH+0&{lSnM)g}&szSRMSJ(zdGd4tG5KK6mowrxO|Iv^F02DmXI0leXN2M~$p*h!5`-p5QjgT0m&QBww*W;)2ly6y2q zm{6${+t$m}<+=A#IV||MwWS9EQANcKiU>CjRXP6=kW4=_-`Qe($r9c!wHX^)qm3f` z2|^$ojTy(A#NK1 zdwK(sy5sKwo~J9$4IQ@NskrgJV_*^c7B*dTKwL?Q_PcNLQDoa+^7{ME+xyhH>{gZY^9q0Q_##~LU{A#5 zm5^r5L<#@k{fVR`Fw!eCsU&BBDXDj%>s<~g&ou$}RuRieske{kGP)dlQ_WviDUKtF zUbd`X4pOF4A@-4hLT?>bwa1y9qu4Ju^V{;!FS03|v7Y5Q;MpR9e>(L~>{=`^nUmbpSY9|39q z`3m}hlaJ8*bBQs|aUR7Ze_t9Jbo9&cWf}|RtMqynrFxdK5UrxE_Ajp6SF`3 zYU$v2TzkC2D)j6Zg?Mn>&=~99bO3I#BqDDc*MM zaAi+x7F*F9Vsi?Mq(e)@xO-&(Qe0`t0fVY2I3$?#p%8Z<1DdVIFkAD^;-*xb4fBaFG6GB(FDLRKxh17{{9}4%+~oYu!xI z*=!i+@XiF}MDSq&a;zxOI=(7m#@q~*Iyhq%k3Q0p2u&&1C zW>h;<*s@FDm41Cgk;q>yw1L?t&=Qs8wPkPGl~i#f7Nl@1tOc0>{|1eola^_+>hyRb z|EVjdwgRE2pQ%w3zI)eS+Ca;6KoJsU96vtpr;XpoEbmmW{k_;|&;^i@t{#>3;!t~T zA{FSA1d;JsD}XU`k?Wo(L*w@#d@pc;z*ccRWsWQ;oze9GFZUP_%90N=i^#*^Q{RvyjNg4jaCwj+AlQLLlhWNs+cY4v9lxmBYj=#%u zJtJ}2#y>JNH{$8MkozhRRD)}buuO#Exl0DKrih;~YAPr&@hy9iKlWsweUHM+jIyNo z@@!*45{GSbNppLUc3|HrH<>Q(-;d9L4NGLKehc>R-EQFxRiKMpjS4`75rfDSp=aua zUQuuYtT%2rOk&&Xc-59PBr7zo7!ZC)oki33)0E|5>CK+h$y3Wd0!}|dkHJZwNh$MIs+pjQ{%-vpqe(fEx1Xu$EP+{UtxIy}l94YU zi6!XrkP`|V_3j;zUm^N?-NW+t+oY#K{Y)M1G~Xtvjfd{EW=LUzbL(b&a|Db(a?^%a zTW%8__fe{5! zRfm(HK-$u-#A|ft`rMHiM)o+uWH}*2p{wW`)X)sJOg_cpnc=UuG#&DeCQ!Q)a@}4i zVc9V2Eb-&JHm1KfMa14XBQ3F@deT6|syR1D!K&I5&m91suO7j|*eFJlQE)ioHOyi3 zu!wmV4MvkTkbIvMOKh?TCdQUyAll(c4rcibLW)wb}plGF~C9q)<$&Y13()Ef_ zY1=SJuwc|A%59PBdw8|2Hp)j3KZw}r^~mF9Ro~I!bN-Y@RCn2^NXXE)O!lkaE278} zD|#7}`opiDUTjOxktj$UE$Zx}W7$Z28(%C#EsjoEU+Fqaq0;SwTiYT2 zHqk&s?&r5$)K&H~jmh_uirB;TNp(CDoF7u)7r(H7s1#3*osNXbyxd$JzD+B-;M8Oo z(2B!KmClicFQ#mC$+uKYpjFB$o*bvq_tJbToks0IsilVg)kmD?3n%04KfY7ipv)-| zjFPe57w&prW<^gT$(3DHK)#@s-m@xJuy;2%z3$xq0QU^tsAu!d!LNyT<;MMcCU}_0 zm%!vTbB5qZ-EN%2NLKuS*eRPkPP{MB`xmYXJ>~m;h<~`cfn3(pXx9t8^|jM|nTN#b z$FQYkdKelapLCi~Uco9$D4;ab^k(>V)ZbumA}b}ABmH~h$3saBlSsU#G>nS+jh-S4 z>qEBj719A?{mySsh_lLWztEtKEi+Y5wpTU)Dq43rX_!+cxUDvi#h*_3IX%+~XN)ac z^|NndDGE3f@>}{#P8;dnizt*daiqzvW|_#zIbNSBdvPX*QQbj=x-C=1N!o6BkgRi3 zc?a!F)!nML^C65$|MFd=W#m4z@i8>p`w>5+i=wen@N!9PSkyDnBPax45-T)ei~x&; z{E5U?o}(=a&&nEqZoRAI)emM%xR^4Oh1Eul6~$f)w7kkDt&PlnXRbzq!-vbh=5j}A zy*RaA4Zl7oc-!_h-0^DX`1Mlx-;drHc4=0fz=u7!T$x!E1*P!2`bWLW3Y5-`rw^A* z(R1%;{aYaasgrmpde41H20mJG;A{Q+|NO`LVn%N((^0m(8uK4__&U}MMf;G^{$hUt@;oBemuc_(68?>@`p3262e_DKA^0#}Ha(nlT;drh4zy<;?K39l_b9K}Ai zY@p54N#XJ^`;fx%AoBOM_>$wHpXaqMsE9~LQ+rfP{{SY+)w$4p;ZBCK=iZJt z1XT67n+AoC8Clv^gYJ9jx2Jhym|UhFyq~Lihe1)m{*LCIcsuQ7 z;)Ps#bI2Q0YB2om+&Mm{f#BY$n9!1cySPUT1v!oOGFZr3O&4UO)qv8_=jT zfJ{w-0@fnOXs=srdbL2i$UjfO=Ul|kp$=N_Q*uN|QtrdgEYNX95^?I^gOej3WY03V zdDEYHpC6g8Ox6fPFh>~l?aeVNAcjeW-~Al~a!M&6b-va9^VQ`mh{h37KrQH^MX*=y zC4}hbD&Df==siE%IwWS1+3o%!b1dc~-`AbcTL* zXYX9#txa5pi`{UcpQs9iB7Fe$$?F%yoXX(($^gNd2BctAev}O(>IG4U$X;Wi@3YUa zNe8l5Z>HV?II;FYmNF$yf6dc%G9PWaeqch{7tJ1LDkr@~wDIR{GD(M z`rb#6S+olc{WBV7U%rpN#6eeJ00UzV$Oc|RF8Dcm3bzSrIraP@Xhjh@{kPnKl!W%+IS230qhZS-@S>5QJs`UakkYmD6CleW~A4+gpyt`ll1%t z(c}Y?xWn~o?=vCZ?dgeD!#Q6hXG zY}zkTE{9i3aVeoZIrLahz9X~v6wS)44mBIJ4jYi<(riS_2FjS=(1<11Ty0@oXn>9{ z1;A!$Xy9)Ive}K6hKg4|`!(J^Ni>gUH&zx=GMC-8C-IKvw!UO7Q z3Swe;ct5aZKA>3A7o^S;wa0qF`2(sA2L1H$JS}8+&e5cO6jho?j zcb~W>8yT)z@-7k3$RHVU;T5O$%pEXlzbN%S#70f!^ySI%vug7_(drQ>I>rCpvl^pA z#-ZvDJBbz6h^1*sbqBXCrGy({JjsLd4YRT`!esK{ze0<&F5 z#VH(VwbN=0XX=Q^lD03qSvXwo5l5#U(GI+)!Bw$T?MFplFa;?m*?_$QRP^8&(nJNw zF1H|ySaC7n?YqO|X{(F%u>SBIZ9^yey5(8^N=e_NJYs8uzN4Bbt>Pu;hJoNcR4)6V zoA}iMB&q=o7JIde-(th)^>*KrWxlc~e(3~JbZ8@e(+j|w-GcW~F+*@(Muanjq)}OX zeNUgJC=t(OyT@j6Zf$CO10^g z3%S;whDyV&LSpk-Q)#EriZvo^NQFAJ#M^8)(kS{0?N?V+TnmU-B+b97cpeEZ3d`j<3ncB-$4B1BCkny#5)qWs15wr+IZkh&5^?v^Z zuYdIfkhhzE)nF~SHN^4<-g z*a;{E6E}7QxV53DivYE!{-Bk*;pX+^O)x6%w9-|#N7J)wh2Z+BqAsM!z1obyeev2m zN@N?|DAtM1;yGV`>IoTgXO9=CtwwYsqAwsR;8uqBUyE=j>q`qwPNY^b%Gk55$R>$K zGPICeaKZ=)q-!}*7#TiReWHVhgVlH)U+FkOjar5b*npq*Y#|}X(g`Y2+xaV)M8vN# zA7*7<>PiykKW|*+Otaejcp|4uLxzl^x9JhO`IIE%_*r)z`dC))cU;UqBSS))K*?wT zoLuKWLpQ>}^t%s{z@mZLYeiyC&_eKeL&EAgt2)OOI>NGhdn-A2Y*s#rgeG5G`_AtAtS}RavRW#2bGHMjk7mDLZ zSSyYFI9wkU#=rj5ivOW0ESzf-Mys96CWrQc!9VivvCHhrMpGprRsqJ2U@2S>`GtUTIJNLB3~wGt5H~vlttUZ zF$IdUFg`Kz*7ts5nv&iVv~-Mv)to6US5?@`f2#Fh@RBT}$Fv9=0Dyk3c+)Men!UXZ6eGb=tA#~MrFNw6${0v9OP!xIQU;sx@Qk`f7Zg6Jg++Tw?AFevrVu1)rM77QByTCr zbosUvBq_?oSJRI^6&Q@%LRTHag;QwGRwmnvvSA;3?Z!ak(#eQ$xL~)o5qX}!2|ih% zh4G$&QoKC6G-X(@-=x>UBb?A%tR>JcCMtW_9X77wR#S6*#iI+Y^nm=>=|an-ui0XD zZq7ne^t;<{u2O#n_rlMp8PK{!xgY#0XwmJquV570EjnOpyQe(0z4ux9Q`F=EzT7H% z0RPareechB%B1(y_R@%6Ae=SdGykel(dJ!~4|XJ^@hTCO`EURt>Qw)7XQc9X+HhR;oM9RojQ7SSuz2&HH7j{Ztqa@b3MV5` z8$6oGNcpt(^rLidkMhw=x!TnXTm|ZAF&Zx#b+2iy`)at&Qe;Sh0px1s7xbeUM7jxQ zHN6@S#-%H0r4ot;BPNF!m{H`lZ&xeD(1||aiawU=6@Bd%;nzlT_hI=`u(y9~6!MMo zCA6B(W5xWX$TIZTTy;Y$HMg5ObE)|EuCjJ+VjUj7e7Cz3JJIcO^LT{Wpzkj{9I=PS zNL^A~XFOM-${C%|j2bw6ruTpV_Sv7y&&Ixh>A)Ev{be>~a^o1mgx zwIR3eXcpo~Gbj|5-oE;K$B&Vfz*=dWr5qgnReNGPIV!V(OnKi(Dx2b@j0}IjvHR_9 z)(w~S6A>-vV14%us=)={no3Z0z%qZh4 zsUNip$dux_{6PPpba66uu>?Ahozf1NxbA=~^gXml2z4z2hYmuG(slXq!gy)}AZIn` zadrz(T&iG5F#bct2JHpvaj-f>b&`b zDRJC;^6XyspNGT?H=a*g?w2qIQlR+LU*ieo3@gwpB#C*w6>?sZu)=+?0P2{&ROw)J zR6MNif0!7`57OC<^XjZ!{5GSn_nL;xZRzs%``ra3#XnQ?;EqBhvwt%HyGcYnPFR}C zu1TP2`5I&Zp~M!TW*hkUNZ9`Y!n!z6HuQXlyy;tM1P}m=I!xtYwW%5+I1B&2!uY(DBnETU_kWs&bHWz`F zJ42JI0Sb>{t~&`lH$1WzyWSzX^T$W{=ah;A;BK1S_~LVM{!ybN_pFo$HmQ~kIMpQ^ zb|L`x+}R)co4j`Zd49v1ydDgu$GNf0LsJj$jR*!^|&(y!?hpqy@(>lMWh|-A8+Azl+T{C&`Na*@)1QxU(ZvV>}|IFHwyE zIQw$H6aIYj7%cKk>r-_ppoW(~kG1K~#P-Mmq3O3|y;kOH84@a@d)LWzxW1`pC`h6^ zw9@$Nw&k9^575{Z_Sk1rA@+q-wuZLQ{mV%jC&NE-G=j6}>MeqTHy}Fnlnv5}JOh7_ z?I`Ve)h_#sH%zCw-0GWHNx+;o#D^=bJ7~ZbLNFI%GpIGPa(}Lr7_QU{Kjuj*y(*mI zv`+(wL|juf?Is}k%s}G}fb~=VEBcPw#nB>l>#DK5L}!!rSQ-2Ja8W?!y#y&(wQ0Cw zhrXh_Pq&5HBkWEpW$RRbvT5a$xU3Dw0F5wX`4YN#$BJjr^$jbE!u;zUWQl2;YUoge zxH?_?BG#;p6GQ%#SA9n-c-ATQFO})Se(xfNh^t$tyRl5+CjpbvRi|vo$dwh^6$FA= z{yRj+xswG)E@NZ3HBFD&IB9kS_FUyyG6q z_Pe9t2Rrm|Q zjZLq>I1^pAdk-XT9zth#SUYx(@&a?W1aZg43b|kYm^v|h-D-Jox@50RjS?&DR=`FE@@`l5oBUTWA1+c9ybW$0G7dp{_dY0gabi zWRVuq*mG#&?;2FiS`2zC_u)DM0`{D{S*&u&F2ub)(Noyb*u||ByU+Ni8{Wc^$(3W6 zW4A85lPn?GOjN~29U_uZb9Ku(IP=TF_}b&epNJ9`Hq?c@p>TZa54YP-!%ze0h8OqiN?UQEIHJc13Z5rcj+ zM@N{!`@K=%vLMJ>E31>(CYm{xadWAS5nND9mKUphoFr;>q>6MfNHvSF3$5rx03VkwSlLLPVRk(yricYGrJ*}q5l4V`~E+qx`d+yROI>Z-_rh!w*Oh?5&s(1<)!q>_+`5< z>wNlG$UXR&_+Pk8$kq+7_ZCf-HI(V)&(R%U8RKR6(|UNw!Ak#8wM(n$nxKfotjw7}ek%qc3s*N_96#NCnF?FaM}VemUWP6tK(wXGTdP7w z<5}B%P&JbAnqh5hoI^O<*5t_K_Nd#%_F_+u*Li9%)pj>opW7{mt@E?5UqpcB0HGbUcH$Ivb3|Shb^^_EzN@A%}6&P_xSa1?na<`WNc% z+w?=DdT%{a+zTgwUi*nz)+uwvZK5!@hgD}l#pvF2dKFx8sOeQSj!>4XJJ_seje0IJ zFQQz|!X*L^Ae1oD`qUEwP&DB@13n5L)w&dTyQkS~-7dm+G4~(?V8;R^QM(|}=z}OH zWjKt~gr1;+U8guuD_^_eexkTfa(%^Ajt0|t1Vlm-!^;~B^Q%1U44DvN#j5G>Qlu`% z8v=KET{b3@K(ZqX5}?_(EKn?c2k0EJb!7Iu;du0Re*2E!@7GD<7QTWQ>YiO4{-fG^ znpO9zB_CA_1-6zAbsim9N2zubDNL;53LCp)f*LInb!gM-9QPcm=21-`RXEiJEsT zav9C_GS+7AJJ2WyInJYZ1o@%)0KUrj;l)eWqn~j(5K4aaC2E+WztrW5kWz1mSIi{&g_?5bUgV(y# z^lF*ddbI)T|(EqCwTQM#-WRKL*0kd zH1B}2>jNA`F!d$Gx4R1gtvnJ8S0qU?EWKS_vN_s#f-!fkF6qZ719Lg5>Jt)c3NFJ- zAZZ#NY2lSHLU6-j%z^2IgfxFWs8XoYt8d&iPyYlgKp$J6@q zDovcnY_@U+^i1|*ckQ&@r~~(N3uWq6azo&@%7(*O^y=!4s~?wn;CR6)5Ls{c`OXakpVb26{+eDMr={ht zvX9Ftz@r1zZcaj;hg`TaOS=uTX*+0+;icXXbnzZi-$S-2gq&|as&Wn$O#Zt?%X1&$bmk+xQpCV_7JD3dD>D;;_`l_`bc%4_}%pi*|e$LuSn6 z|3FCl+e=x}o)u}6ExMmulghhiZ28_Fs)wEjuyeBPrufb8ud}?R^6*za@q)8HT zdC>!5O*DBtTNE<^T-kMpvzU#+Od|bUhM3oHN)RyKdk{w&66E8l43bR(6A7srv;4 zJ2vBUxT|9K-?^pJUJ23ekr;ki#JfOj5!eT2@oN|7s>G3EakP!Wct4M|zPBo@maD+Snd>?{naaF`^{P44XZ}<@xW`IeENCV9*)Fsi>3G_$u7PrFJKnJ@m zfkNapuvfns$Q?;9GLou#Yxl`S)$LE^en=|2PD_4BMA3sKs=KeNf0rfSemn(z)Z0># z_m}7ZlFYyL;h2+Od~{HXNAoB5=lPPi@5-0t)2iJ<8C#;tm@Eq4$@wl$ets8Z5){5w zzPq(@Tirly>p*p(_(L+Avbf|w(7NoSf`y2=bTX=DP^i5TeW0C>u0N5%=-MPHRE?)k z)hR7U@)K}{msLXN=yIu>fjueWDdI#kNSgep51{)nMIR+1rTvov z^I>Y2^HOcgr5z`b2UzZF(a&G>%2Q+KP(ww?J3d|h$gPl@4jae*qv|=X=)x8xI;9|N zayeiIDdb7CNe3Ph1tJG<$;!O)HXA^TLDirsbQB{L#QVVt~K+hWT(3+#5 z{(Sq%kSQm(mSgkfN1IiK+{^}1^w<4~NsXqVnlD^w*_=Vg{iKtiCC4Zt9v?Rhv-`Py zla%~0F*zoKB^>_lYgZ2`BD~78cDulEFIc^J?+k5WX&(IFQN}7 z*zIR+S-c-`pTxO=!cl4S^8Qk905+8jGK~mP>daEWs77`_83GUJlt?>Nu%I6mt*#&7h$ zlc&iM;jS6qpr{bcKk*H^nr++j)zi+GZ&hfw`MZ5y8it{bUo7eJDSJhchUqGXw1lB= z8**AU$g%3Oom;UFEwAt(0(bcUw3*UjZtCJol>ehX`9g$x#qZ#3=NPFn9Ni_x9dmp5 zMBnsTE#scoptT%cCZ(|u?m#Ow6K zXUVHsMp6r-{G0*UIPv+j=vc)*A?@n511=D?oZbs-e#i21ii%S$?M%Z|0O%+aiW|8! z&jKHT)%#(k?j?5wVW0>Z0eTHMr7xbh)Vv2E#FfOo3FPBp8dpifU^?0J5BKH65DiBC zB2U!3CbpIwYZaE}Ifx~!!2Qxr(*#mt>fQD6yW!yp({?vKmrQ`%e34K)ziOSRPgAqO z5H@rd!#4kTI<138R76^GD)7X&ffS*o{Y{&=(Rezx<@zKyFLyG&bk%e2>D8YV_A%o+`_PM1m2YCIfYK97Dj=Bs-agog%FZMlB zI|N1GLvdVitp9;uR?4L#zI~Hz`1daKil{!{$jC5~m+`p{9)2jlW#{(z3qj@gcAt_J zupZ4DJykavwTH6d<}IE7Pi#JCvQlbN@~x{*!b@JG(e-=rIyGz$R*0=8-PFf70T*9c zVLJ9SD}P88;_ciX$G@e=>?L*RgHo79t)Q3ZhPbnkp`l@6Yvq+-$Z6u(k0<<~)Odd_ z9(y`)r1IR|@umAWpQX75+-~|pa=Gu}S@hRjB;ztKh7rMGsToe8-b>8d--J~iLcM!B z^6Nf?tXqUiVQ*W%nYhc>nZIJMo?O(3+wBv<_5PZq!RIyIptR(~EynO)jW*%sGY`~A z8GnNFnbf~fk>48Ze*}t|SeFXDa`Z+O>EHeOcYk-_KHG$Z{-bX9>CgWL(SP53`2LDh zfTrp7C|+ZvfA{9HPRS*sS7~$d#RXMM7plZXhQ0`nJP&o!m8~=M2%IDSg>%rO03|_W z3w1}W4Z~f(ORY5bE8*pKvnH+~a4dta*87n*g}96VdS!&AZrBcYWzbGqvizqPAGK}2 z7^+3U&y$?_ktl!Mgjc5{@6aLs>&oi?0UmiO^otBngIt*PbRLJK*yZWXL=fa`bgaBz zcJixv8C3^i7WyvfE-RV@0(+0B`7H=dKscZxbL!Y=O=G;6K;W zlzHPt-?pyuR|dPiuR2yxc~B0@zc)U+iV}fA;=ern;_E3)SvU~${4$&LLvu4x^}vG+ z)GxdFfBouHDDdy9WNSPRgE*uXIvyW7f!r3f!i50%qe39Cl2*ZEcV0q}yN+U_8HG4M zs5{;xw2H}>$NF%72$XvnqU#m@pmx*gyFylyP2AqK}GJ=IAfZ4?ftv7TfelVVpT zv$?Ku&A17CRm;}>TYX6zdDRe$`ZS^qDg0yd$1x2ZyO?=b0zbehg842R6F0#Imkl!m zN_Y|>ly-{kS;BKHT2@-kB6;oa0PN>LMT_kis6gR`=g-ew!DDbyjR?_cPuvU;&i$wa zCzY;>5AIbT;VUn#q~B{(N=j^iZU_A<@i~!)3%E2y&%^9=H|+ER0!*Y!G4LqtD83O( zoPqlanuLDfKNe4)OP#>_)T&^AHm`)7->Ogqfvu zU1!sI?~j%RJhp>;p6eiv3BR0=ih){zF+Jvtw)uzQR}Mfpws7_{w>gc`bL1UVNb_lW z^5ePUf@IRhHl6*sFs1x*50EMjy3D`$y?IevQF=`QsFeu-u2rWr<{o4+ny7Ge z0mCm>>?7bP<=6ySaaU%HAbye>3vjj%#|sbyHS6)?Xq%vLPp`txNQELh`2#$a17`E_ zXg<#3iFNq6w-`^nB0?D&N2l>+z1PbIW z{!U2-H0Iau)TeV2}mc<8G(qdPR} zJKz@G&Yd%Q(`oehW952Ua+8Se`4D3GQS2K3P3>DDcN^0-GxGQS`vv>|OYxrZ@###( zKgE8H^*{dN-@ms2uysiBk6_`qaQWvtz(So5=%+f?t`*xl1Glm~beG3T!c8rImGiLq z!K0_U@9^Hu8&h5A+xYfe5>-B3)_6Bqf4}RynT<~vAplo4evP~tGjt6NZffdP|)q)*;iiuLgTsWM8P>x@;&K$ z`_skZG@2c5E6H%*sCCzctiArqKbOjVm3BE_CcV#OP9Hc!i_Ul+ewTIKLr4$Gfp!F& z-}<-w`1AV;nD53iQtjL>q%>ho8wrgsuq&(-jokcaCSnyLc4E$Uwgfu0=+(|_kMT5)~lDrxcX()l&>$4>uJ!1*5mtb-{S`h97iMJRSvs?6lCy09_kPu$FV_m*`VJmf#! zUU2S#eMxQr<^c=xN14N!gMEm8s2DHGHBwuN< zJ2|4_j;6Lu3mnD8r+Yw>JX+<#g_0!ai+!FrhuG~_?bzXzOjrb2f89HQXq=4)|GEmt z)?IBW1*~Mja=ggCgn4lP!zqj_g2P7uS~79p!ozdTUY6L5S_O ztBVK?P3JXhFIqzKKA5actcgL&0-Gqt%Bo|eS7a#N{+xpn<&qE|0EWSAc62=kFa3nv z>O~Y<+sgRP@Vk4w#2Hr?uGhM+Ha zNjl^{u>*$D9C+)>jGNCjdW7tc(7f1Hp=!K%j+H0wVd>b#u<1l{EDZh=$WZ?1`u4J$Zk zR9?v&My#MtU#pQKI*$aRJ#6$-fr4R6@RRW zO)yRFK-SLHS4LBGL#rnf8yatzVXBtE21yl)!zbq$w0L%4rYa_i+ z?HR(YR{cCW25Y~lP;`8cCm7L4o6$_XhbH8;w_ZZwHXC4hX%QF-Mw zSYi)FT(9#;64KB*VqCp-=dYhJCLUpG0Ambc$p=@V#(sMz?}SnAX#6DjPs#+ zirMIEp<9+mZ{NJQh~REGb#9?+IA154;XGmLlz2FLh2cv~41(#`E%h?&QLlDO`@M?? zG}Hd*6#}7_zt=ieoebc4BbsddUF=!cks_lbS+0axW)HuQu-7u!6`h%-2z9WONr$;p z4P^7}o>1T|Mp)xsGL$$3p5*+JZ-jjrLA747{E4HBe{DQX#PWGC9!#rRBD!8q`37Y7 zVVedDWV!ed7CddBYz_52T^;?B@V%c~uRBs{@?&q#qtVO#Rk+znci(cD3O1f4I)z~Q zK#P)a3qQl8+tJ>=h;E{7j#gKdQupKJRfP6eRx%c{ol>hhZ3~88>0e^TqEM(M_WVgS zqg#T|7g$Yr7+qgUjcmyhSRl|UV4xjKVR70zkNgY87ofQ zV-Gotl0poN`s|aVlT<|bD&+6|fLu0WGWI6e^S@A9>%9ZfLVUBIx8@qaGe6yDG7!QQE*)^x`%vIY)~H@Em7C;WO;%hj?6h04F1N{ZQKwXt zzn|A3)OfZo6{WV=c{*M8@NfrMOYPf7LRmE(U#4s5`0Vt_*Vm$IA?uDbQ z+*V>4v0c7&5tGw#+C3_(hIBb?YBAr!5ava90Nz(@|mx8{uTp z%Y`5%DzLtLPx)dlK@BrS+H^m-Tc0N2v#~X;Ey2sg>IW+R??TPSP2?m?T{r@H^1tGma3&1xvAuCcUa-rn{DzKv~dOG(?rIo*HW z4O%yPpOHJWg^hDhf@a^g&`UtMX?%sJPL#r^_$lVKGbF!|m0tz)X=z$CRQr26GV|Q; zR{Ym{hO$tN$Vk2W6jCEd8vf^>`~?irqW}b=Q&(Q+)l-*ilU|sfYzsG*cIj;(uhATp z9;JIt82q?4MnhZi%I|~QL8hJ@!^!>Z_c~EVxpKUOOQG23N7Bi^;4jzYJMq39wesW0 z-tqGKAjmoLG6$HSL(SHYb}^QWF)!9N-Tb^T#A@31MYP8gGyKcFeG{19;@6HG>SNNs z8ZS#-0=*K(tvre^Z&=kTGy1qlsLo^0FJhPueSM|zKlB$N_;-X`O@`jx>!yG0|6KhK zl8cIN@cTi3o;+^Z*f2OiD+BtjY&IUJs`3-TcU4+o*@`MrYw(?M9U!8l(GQPE*$ zpzwRIZHVCs^QmvE2&As8pP>?KKjZd{L}a8vL~+x`3`aHyuD3Uy$HcX84%&dH`x$!$ zACxCQf!1q36P5faYOT2FyF_?HZlaFMl>lNNe)$LO?NR>0#2s70rz4>VsACvU#9#hp zAFSQ@&O9n2w)uhh40-Vd!5t{xA1lb_nJ3AvTpAN`9cKJvAVl4QTe3HCg@25W=O6zV zC{CMM2)S@sB3Jm?+$Ei>1C%rYfU>6ogO`LF=%AF!{ zt#>w`EygPBpKP7IdoRroEZKvLvF!BO-0p@yKcAY{bdR_i<2Adc>p_=TB-%pkDie@* zoI$u3o&`Wp0IOzxt32bo0#UoEQ?pYUwXaO^W^bcXCjOVS0-a<8ik_d+ir2vNs2GlI z47?`(fq}~K$klvv9o&NHP>uJ4cWeH(!<=%s;{i-^cn$Ie)bs;LWFk@c!Ef0Y0KZ!r zyz@d{@4$l9ip?qT8!YkjVIT@lk`8~l&3bZu)1etAbms_%8~31xP_hIPFRC>2k#uX} zHkP`F&}bY5%`As#vDWHsnl>vwDxB#E`H_8ax0!ZsH3QKN*6h3kg=Wo?1Gdum_DOwv z?`Bcbbk0_{S2NflY6L5yg{~npIw8__)J>mtv^Os|E0H`(6_y<>GD7$0hCC7_V5TmU za_J}hCAe@{{w27u@}ooVwg$lk_FemF2K%XcU(Z6QBm?YPzyh-w#K-Fe;t0s4XG@;MgH}Zrh7Du^9@h)I zUhCSK4VwxO`?sQ}L&l7!<6JAz`dx%D+Kc6>LIR9*^!85BSlmnyjTh6-0)iAwf5X zSS7Nv5&6Nk15U>mbR-j$xGi`HZlCb`h*{{5W-OUqH`1l$MW*)gT7E$27j|7L;*xJ% zC8Tf$I170&VL0*MQC<1HS0+4`+PPX=$VxlJ<}GK>*ZhL?(HleycaFa?A}yIMumM{J zvHeQ=KIvq(Ynd^kX`Ccm1Ghb+BET5Y@tw3>EkTnfr`*^z-F_?^F`41Qw#OW*^Fpey z%J?D?xu-nOoO}kuTw4JGW1FQ}fkcK(-0&0?trk}^cb0)_f`a{dBHY`NE{aUJr#tNf zPEXzB)->eb|J$?3hw?0j2cd#Wgs{K;BfvPA`X#{7$Wf&`1UT#pcp2}D@78X2iJnoR z4l9M-0+reQ-uuz6TgS!M+Yn9X|5C_SIf#H}p#ekBwy1LTC`ycCIg(!P+#!r`!3w>M zMA!Lwq(tZN#JoR<0A6n&GAGDG3?Zu ziAkHLu@zPmLpoT7&X~AApD_xty{&tPr#3qBLdzaWisWw3&fqmhzUQ|Nccs{mo0wgQQKZ1jJr{tc?^P^=_ojgpA^% zD4Ym^Fbf0$lAT7(H4+wV^I}B{U*zo%J54CU;6>;tF;LRrO6RrfkRpwvAW+}xTTX&O z(D)E?`#K@_fwW~Gxj-talu0Q9gU;0)}4#DjcEJfZ+RT5|60BqaH z6k>Yzo<}^0vnG8jdMHXlA!zCJ9^~aB-u&jOK~cXP=TeE%!aH=|>=> z9@TrC^3$TA8$%q8)OZMWO9nQ)!QPN)oVOmxNwt+*v&d)yzxgt#u*9_eeJN${`EXwt zThSSai46JeBap7=!TL}|kj98_Qx!o%aC=OV=W4YU%gJ4yCG8{MLd;3AZntgModvb* z-Xw!D3GeL}5{;2({a>;^Xf)qUvJCfm!CqyXHE6b+&RO`_{iMhkG3@S&7FfxYsK1)g zAEtpV!g{iE@9Gj>#JBKQ!$e|+&2|V3_tTsKvOi6ayR5qV4a8T~rMX+Av2f(Hxv)~J zXk9OU-&t;2R6c^-YVA2ZYAe@~ug{{^owu2sL>Q>1E_;Hl`!%$~x>Nn}(_ZvrrkAq!OzFRVi`C-Z%F-tiK%DB%mZXXleEsEg1#Kg}(sOpPAjAQ?US&)^ zvRA}HXNPEO* z0=pHR4yCu!Gm2@9Y$i(jYVqs^K4=dX1em#(f@;s|@Tj7dxRc$~%Xsjo>I;@Y8?6ql zzJ$EmRO%67jCf_hib1OG`M7(gsoXw<(8^QET>a~J_UKB?zJ2=wDuzSXo8##I5*oUn zLgR8Df^yP?N$7L3)}2lYeSRZVK8|M*sx*YJ?yZ~ zX!@zu(4+JxkDvSkIiY8oAq5*|34NNd3RsssWD#+9ZBtZ6SklV!N-5irVybXlT|Zuq z9O!FQC+HTR;J`hDO4iEr(V7e?!^dL4Fmiv)blj;Z33>tU^`dy%l^|cLn|I0|Pz9Yd zJ;W(2W0FlYEGXupYd?KvoXE_FzenK*{y|p6hqo{AwYBm6LlIw_3|pY+6r0f&-@f#W z_|MH$e2!)D!)7ivh)C}mPuQGg$Sjqato6V*?B*{dO(P%nN18(N*z{8n-S601_&mEC zgabbvgc{%69c;VS+=>~o!PK0y5jIm9G9AvDR}nQc6ym}n7%eAm%*)ER_{m&YA_XyF zC3jE_(CJ6w$qP)l5PI7tC?XUaDb9lh z3YkxuI$!4gwnQj$U@)x&la`II-wnrZoT^4n#}w@HOGaXsd= znrlfm43%6jID~5)y`1SLHBhZq-MrIGcOE1g?ncrKHf!i6XTDDuDgwnm> zup2$)(;R8ZoznKf)aTAO%*WooWRzpF$=w66a|d1WJu@hqpY>aAkQlfg`z~T)T)Zm9 zV`~pn;V#~K6O9;Lj#EOG`IPw9)`d_)nEADQZhjC89@J>&dEp4kt z1n<=!nIrZiG5^tK_$2B~K3*g~FrqHT_kWj8V;UGop>~mbteE=_e_MGtEzY`;w9Hb_ z;KyEb&LC#I_SbErhCV7{a-h$B*kB&*_z%mZ6ez>MH0hMyVX1L! zwW%d@B|m9=I(pIBsYch{saaShb40ORbkM76_w!}GOx6v-=*qB_{n|L`c_kuk{eLwZ zRw`O1$JHGKQ@W20KEA%vb?r_T-HDLdt?6X@c4BH(uj#(=>s=Y%3zw*RCfcnjR4GqI zSS+Q`qvL*8;&)VxW(rSb*YuL(&?n0#d&k#2dP6dgH@z2Mb1O&u%gx;;KEtV3la?X} z?dFRjWR6AY*%{bhAHAJobiMYEt+}1kXQ{p}UAFwwq|@@C#dE(pz+tu**&l1ml$EonNQz4!c@~u3nGvbf{y*8bf4>T* zKr1#^RlvLcTKg{y;J4Y5_6i*`c`hS=>HlE(E|G#~j+yis5j*DHjh{}-8kEzrN6*nt zzA)A~(pi!9jBzR#BPrRfr@vUl$T1WK`!#&hsLc447*C)ixeJ+z;aacE*SM{N5 zM)?=SfqJU0+xu6BZXb)UY=v3n>W;1p!;B9hd$Y!N^BZ(HtsaaXlEJbD=j1V44ug=i8FpR8Kl3_7l?L?9GNFN5y`}mt|vSl za1-T@Eb>xKmhf7F>Utnm2J_bUVTvr5nVYUeD1+nlL5=%v8bDwr(xwZa9n#=41*vXc z1j`31&1In6)*x`y;!BoYxpa{T%76afGc#lDLK95qG4nj0VMm@hdu7>65zQ$B>#sx0 z7&uyGW2wxFDIydPX#tQ0zhV6;aNUyu@*V=R2WL<@=prA>3!6iJ`DI9l=7;@wJ&xV=P1OWeIY8 z8(kBr6llJrub=;B)38GAcI}h3W8Zf}&P=i2$s!QuLkCoES!A3$F&z?^Yjse!VJoPD zYUNwS!$oC@%4wAllFd>U!=6DfCoUozvHapXIOZ~(vB*?pF<=l%6vG)G4=9tCfkZEZ zaJXP0nIaLG)8%Uhoh}~@(Y()<=|k@iq}XYVhE4=&xkYC7ecuTM88Z$4+#oE9(=TMG z_#L0|Bw#^n4yC>^m3inY3h>)L4FqnLDu`))xii7;_ANyZCm zR;$TcaiCb+QlC+TIzi}(w-0g*x&$@A4k34Qp^$PZ#Bor41B@>E_4a@;P| zPeerrp;DVPUec0Kp(w_?b9A~?>X@joc~UCBHv>=C8=h0Oc`Ccn(7!GnVEm&O*dvUL zwDl0amWxH}bGFrxyB-VWAB+WR#d;ht5EQnAc0NG=?1Be_EY+8LpwE0RodR`jpuTIs zb=V|E8cJbY+Cc7YwmX%Mmz@BzK7Ac4RymgSwg$u5tAliq?1OSG+yU7aP=Xx3-pX}F z=~ewsc5pWw^JRZ~Xlbwfyc;%7K`UVdS~WE!WX%2i?mHIxn|BRFzhQCBK)Bs&paQDB zh5%WzgyXr)>$@{^Xrh!L^ILx^v0_QSK5~wsvl}~*6lDosAZ*95Ik_B>6fRV*uJ~Y7 zjOgW+l5~$-1H@gtusZ~(t6aYOXUp}I0Xfu^U9_%|)D*z#Spfa9;4&(_YXvjfdBk_~ zrj(}(SG5}~*2|ocL5olayKagw_)|ooDW|A9LI`URu?E&1j7OE2dUgT4B5Pj3k)yYM zi~VS^Mr5ZnV+(>ll|AdE!-9;GSQ*LU#Ly_BX+oYR`oLF?LHWp@Z_i#iB4hOo6l5^@ z#OR2V&R$QGNeO=Zd?NoCqU%yEp9#CLFGXszz5nfGz(R8-tdL{8e$;HsoSpG!;r>28 zP_Xec9<-8n7v2Y+YI=Vz_vg$0DOES7jg~16pqLO-FZq6l1b1|RQCyJ00Bt4_PI2u zoaK6cT8$_i3_`#WgrkH@m0*N-%S$I_RvzhKfBkED{?BWpLMzx&opk8nhyfcOOz(M< z-C)N>(s=T5gwGYm5|jbcnX6q)4@wKx7<$ISUq|5IDoQC_hRDY7N+a7zl#l_=sF8!+ zp=p>s4;{{n$$GrC7Fi5gtt}hJ;lOp!pjseWG0L?-I!LB%H3u3N3yoXYP0iqLvPc3G_ z@@nii0QUFQ+EJq}61@fG$O8RJt!(gfHm#@Y6|?v##~*q7)p@dmWJ?gAp-lXx_W8*#27}6g9G&&lM&eRiwmxAHo952_ zaWG3zi}Kz-GH!qPU*De~+Nt(PTSFHhtM!9%L9XoMZ+PVQ)*Pf@9n}@_iLq5`EnpC^ z08ORMjV2tt!Yx?7BO`-m6QCdKPpO3hq64Z?N zoPcfVH5{%N3&P*`O_-%c!ckm`c?5Dd>?HC*%yh~#GBhO?EhMg>5wB)it99Q7c2?U*m6-%|LmPk9ro!hyyL zfwF{|nS6tA-weoK*b+1CRA>qLtUX-?i{k6+7BQ=Qto4XUfBw;opWth9u>aAoO4Di*LFJjK zFM#7WM0EqTZ61R%EfeLZ{(5TyHpID(>D&Qj@u;EkyIQS_H%GLNVDe20D6~8#_dM1w zQ5~JLen$J+3E4cfKPnp*`2bkGJMp;WygiRjh>yArZ!J@E9+xFeD75B({w~qA>$QTA;VWF+d(;jfOS*+;Yx_x5MJjs@nRgr2O z)c>a3xMKrQl4jW38E0U_YSqj{shEfLJw9pPx%5)lJ}nz17Q4HEQ@)N0{nR;x&`$>` z0>e#I=;vG`^{ns8Qd>T#M*Pdg8WNZv<2x7O%L`VyJ-doI@XIg_30iTrkN|20b4<~Q zzV4uAcs!JB(%-r!cP%sdg_z5@Q`}-rvnWVg`5X7VM`{VmAU^U;chtgD(e){FC|T0L zXx#UgXL{3XQnGhw`U!KAAvuUAJchDigQX^VljL^(b+p~;lwMrIZ)J<0PZg2f~m@0x{$%sPIr3 zpyq7Hpo5YIh?#jB{ViB(-)#km65&#M9>Mr}Mz!1U5k%iw_6I(tkxW{85&b}Wnbv^` z5AA<(c=IrHHf9`nZAf z>^~$Puo_Q+vX_G=l?j@*UPx72209=lVMILomr5o*Q|9tD32oC5uDgGZVI2+UpW zR|j6pU^#uzA3eyy_({X*S2|j*^rWKCe|i-sdCR;rzJa<16-(RSu)Rv+F9O229q2Wg zpP9pCo*3Ano?k#G0AOxr8&1@IEd#G+d9(qe~2ziVLVTx2?J9{ZEtzeB-FmEu7_0V2=$)n*UewtqcdF1-ahDhtov7(e^L- zW{+F(H~Ds%WXZahmVpXMi81>KoXsc=TO%!Y^*UTJU0Ky7}*n*Xyl53*bI;anr4o9w`7_@BcMMK0mSc_=` z!c2-&!9fVebKFR2(DBrmQS9vy7jR2vh{fs_b4Z$#c9E!n8Z z3}Aw>Lhf?vKrINwvf0g4eAk3Y<0%FAFBM8O-UrCsruZ^<8kEsE3g5j4dn1a8Z5*by zH%_>_`bq=ZBRqSW%dRZvpJ>jF(}(9Ki2jM@tZxO8BKCF!1h6(%`PzL0J;BmlHBpM? zA}IHh7W{lK;;ztIp$EL5((F#l3eaHx)2M6O0()0{eM{k<|`4Z0G zh50vgt!M#_fv>{m1}3ft2-a<#ldl?JOT#eZR-9JB%m_CXJynVlN0ykjH9idX9ft+c zc24w7@^f_>x+?E`8KM~CgzjPH$OKL3loq*GPXdpkm~cht+E1Zd!UIJmZ;DYF_5YK+ z>5m78%WfH7*eyhfaAP#pP2T=g(BbZM@^#zoU>{PMHcMf*uITVPMOFUA{?%YvME8nQ zn5v~Uc6b6YRSU$Fn<(j989AE5*NdbilDUXL*W1m7tnZXoH5v~?RxeX$SCq`~hUi^I z>ian&E`?$B4CVzV3uVLP?Eo0B3NRbiLj^Cbt3y}PEq$!W?W!H-&vjelmAed8b!A8h z^)(oX8cO^mmgp+53?A*MIqo2zMI~^5kV5gUCw^~cro!b~Yb2=}+3q*?5&7X4N?e^I zdM;suxT@1?JNI~qz~}>QzGw<$yY*37`kW3EWe*Di{!SqpsJV~*XjAVWYu!P$cf#&+ z2CL~Oc)shwQuU5ROa9)39K8LfaXO6hu69m;{D)kkzw;mD65$y%sd_JJD@1QBiMhJi zO?$WI6oF056P(%o3{V**zZ{$s_qWZfg2!JXhF#*Fex6 zbSH65I`&q!T%U6%uuEu)f2~u>^vK49j#Vh~wkYsEka_X-c7PTlwGylMKrZ2l+M}9sUPIKy_wpF*Q)eG-XDVbYD|fZ4=S#L2BLTt}#v`nc-S( ztZS<#W?*m9jI?S}-OF^vyxUlnW1C@&m`-MUkl~s-^XR^s)3m2w+yWpo3#9SWI+Vh8 zDIX03cj9H9xbylCoOT!{iF-giT+Y#ay)I@rL%ppS`)?D);)N{?`F#yV5tPrp!#;;1$__P+SR3+_(mz(ltAtP;piCfLUF=Wt#*Ugxzq)l5%g_${_>>pgmu4d;>znc$=+%ix zPh&%j?O^*e-}?39u(<@V0!7K>Lz%w4qcLp|uU;H+$Ipu}(HHg>D%v~c_|XP8-%*uqg0kImP-|eu%--tQSGICl>|W*S zqPzn0E?;YQn3ei55*Kl>GR;rrIbZsa3P)t5SH17d-XmS)`RZRWnDw~?w07@T2tycPWj}#oWI=M6v@2?;6?@#*qN6H)#i^r>Hv10d_eE;L0{`-Sy@2Q%*5iZ@+f1ohd z=b-uU`5=d?ms`)cBTG*vFy^t(4?t!ojBJ_x}9udD7E-Ii+Kz7wJCqa-6Ww zu?sO*mX>@i>EK+iUjFc|vClQR^@&+}Qm>lJF-J^hg_BB5l(~wUrG(0WQxKIi){U-A ze0?8o9mPf5DcS2;9;_lCOvnu$X-__5&cEUL&2gh?R7oz#aWtfny}vAHFMTCLmveX9 z;rR#Q?fcmdHv`F?Vw|aN_4aT5xhYbgQqpk#k*vV{rvF;1V^# zHThx{S=_psgM22PVmv;iHkawzH&iujA2xwn$UDzh#sFLiNjBj``XR5=adW~ zQ|r1jEIP^}%a?+@0GpeG8qfI{<#^DN;~n=BH4@QvXk&y3P0S$ls$Lm2uc~q9FYmXr zB7|qKT$I1PDW6z*WjD;7k7Ih>HQ0(v!a5#*)9u!Kf~GLO8vhm~^w49UJJpUa3;`G6 z#IPC$%l1&NP3P7uyMDLEdWS#$>m^IKpD)xuuYnDNA%@fE^}6^ScftG}$PfiEWd`@l z>{C%?kWFwP@S*B*vl#W*s9^>-mi_Kmh$(gWY!=rBa9+S{xEN$e+<;(4I+)zLUuX*P zWwH7-?(Zvu@F*9=kTH5?7Ezr^;-b$Bg>BR3!mi5%(o!LFT~>!~q9#AQhXiuD?sG20 zXJ8OmNmGij*}hZn0sum$5bU&0N=#%I!`|uwhLjFyy)wb!RosReH&$8F=D2?!QxB$? zaRTTc3xwVD~~&!ZZ`-PPL`b z`Z151(eZ_B<)!=DiK%BpA_VwzSS%k$5YgFEC~5_Ib0J#uqwe|QWW z8*hj8JJd}$@(_7EUq>xJmtucHs0uF1EORFC+CR+8srS^n+}iTEF>J@TX7 z786~ZyBCu@9t=6EqVuSTH@a0$@T=5B6+5SyUI9jP8`zg;A4$atM89$~n?s(M@qCjb z^CJyOF_=o?W;G@HwG~HU_YFml8+4iNU!XA90y9|TaNVOH@whQ~O{2q9j^S3_ixGVd zi`Vuk0(3xCvW-H3#R>*o_CA}7=0irg;{L^I)c!5u-cNSdS|8@1N-(&3&N)dTJu14BHNvXv7PhTR5pZ+C4YViyD$ z=d|#yFP?n^Zq7#>K;Au^P`s+e9OmJ;rzWI^_CpF^PWA3jo!DZvHdu3Enz_uWdz*Gn0Zc8_837Apj4#=ro)ip8RnhfnBe+E#EcYi0}^p*Efl zjVRczvnuai`D?ot#fq2Kb3SB!oss`=!Yc1g2D}arq8V@nhh${bEHm<4M&D4~3ome| zPPA_elw3)T1^~XFT*oFqE6K{}<`T>}V1O6=IcnfAwI@;LVf2Y{(`5!lgz^&+# zOy+1t0e#dx$54Dy^yd?YE1@A5to0t~4DggqKvq zL`ueu$sZ>!6Yst}c$H0k^FppWFx!iAnT$i(uMFNhfSS8wdtbM$90DM!%230E#fkSi z#P6RUQf9I9^!hw7-VvCvdEbF1d11rfQ8m4>O%L9sYVfQ{MA+SH9C`&N!@SZ8C)!Id zk*;%N(2VMS&rWc-uFqOR%RK!VD%URcCLt!1>J$A*S6x3x!^@|#m(S3e2HnF4xn!jJ1Py4RY5o z2Csdd8RELpr5jPIVUOLeMeT^y*D>+g7Wda0DB@AAZSir-agvS0YKhvuWl*S`bZRLQ@K zz)?6N?0aJ0`aP!%B*dC4!-ZUM3M2wSAqQ0NOxP@F|38p>BiaKnqFYAwR!rZ#V|K>S ziYU18O7JEerRqN_M+)2KI%P43XiFaoe!OR-!T0S{s)u0klVF&yic={DlZrV%ctWJW zRtu$VMPf^nDIM;swsW{8%*md-@17=l2RAZa#~epq)0SC#;%$D@UhM2HN6FGX3rw2)%Q_d)njwH*(v$lJwusC;WUyGLpB;ezTHqeJUh7D zLAoe#U3m|ubsiRW;s0LPcd=}8XZASn(#LUF@(AB4vzQi4-3q)f$Zx2}Il=tYyK$;P zxB-h=z$(TQBrvI#uE|DSr?c24O`YOQ+(6l$7!|Y_d1x4>j9Ur2J7*T!qJBS_f|dP| zx)^EpIsy$IZBark?vP_a8?Be)}ZE0Hz!L{50tkyUis8oKWZyj zG@JCPKp()ravkz+yB=4%^D{Z=PaUGkTp!I|&Jji$%aF?wf=SJ7{ut>U_e8{%=_v_#?- zfkV=XaCd)C|5dLS*Y9W_=YPk`J&Jim*d0$OCkBBWK_aoZK}#~FfuF2^cbL6 zG_^FUptV-L^Ug74g8N)FBYWK=7;N{>5xIt;m)@cjvo7tl$$3{Kz=(_~=n+k(jK)i@ zWYrm8W!sbf+8OC-kp#DSN49dYMqfd0-k;m_S8*DMW%JDF z3fo^L^xxm8VR5E2rJ!frww>~S7x{)*rXfD$125>!=NYyfVo0~B&Ju`XX!zbeo%$jAlX zSvxNws`JVi6eBj;&&wvw)4R$Z_n_(TA6R=rf4P*$E#m_9IvC%UlD3Ru;#+h^VWmC% zX!AI>c>nJ!fJ>E^RWXhASZZq|Zq*H`japmYj6>L)Jfm;Ek$gr6tRPJU#-|%`Lxw-^8 zqhef%2~dT5(+c2bF>r)va#l?FUA>8_!3$2%3BhM7{e7Z?fSJnorJLwKRBsHYh?rZ9i^u+`DGu+YOirFS=rnu6 zyEXsiMs*wK*|rzsWHQ#E=I<~A>N*Z;_O>u`pIsp%gv1fDDQ)p$2Sl|nyDvDiN2Rwx z((0x1ap${V^;m@vk3Ukm=o${)SjEk^neE8gOKazO;`0E-L3Ol5DY!o``dQ0!8E~Si z_CR}>o|_4Uxt}==uF$xnI;!$E12zS)zYCusG{WSQMxnkQ%-mgVPqh|%oQazKRX`oK z0#4|b3&kG4PWoR5{#80vd$Ox(mN)0s+FgStZ=J}$FX5f|{JedH{1J;}Auisnqyk;7 zZxr)2u@~4Rv&C+cS8BPj%_j=#yGd%3D;R1dcJPmX5ujOx{45oM}=BECY->}6ETk~)SeK%w#xoh4Mc95@T^C{{RopO3qAW8Q~xT76Ik zYky9EDsmm!NNrbtx~mizW*axKbdFU)6nUGn=-MS<(SmNg&1bGkh-n@GT zY)KoS|6fN@uc8^uSm4Bcc`outS}5l;C@^o;Lj309l_X(%V^a^;cz~mqM2|ev4QJc)kr_X>VEG5w~w1nqc#7rv#2H!<_Kf#Vyp>P z_g!F1-*ue-7)zHl%$A&49nRZATc+qnJg?s_$u^6C<#=b_t-X$QBTHBBoAf+IJEFIc ztuFndW;T;t-lwHUQ}F@Z><}Xt-l~hp?IF8sGhKjq z1rO`JuIFYmr^Z;#*nw{xnJuTh2_%|k09M(BKpmg+P}{`ubqP1cHn0Rr9FuT2lNU)l z^(|0)e4Spo$Zrw3{Qx9jpUL0C(vBXpYr^Y#DB*cvXW5hDs|$*?F7%6o)DwnbJF*~; zh>K>JAciywb)EMPne5s{_2f-Ac*|@j^}$of3fU65e7QXJ`=i!eT2w7u#F&V|DIaA* zcN+JlR9+bWSHAbM$DSUI`)PWguF-M*$jA75^d_)`PTu}i3jbUnzUTZ;Wtle9g|%_E zBL?5Z@+9z_a3@S3whzWIU-mc*nlO}t*Iab2u3dp;cDY$9=pKt?UfAhT#TPq4u}v!j z8H$a_fUdSWl7l1VWc^#U*W79yILvT|bK70pHqrVyTOOT;BKasNcM9t}$Iphm$K?-XJQ2k4dJ)5Xujl;JfYO%qi>*YKc!u}s$ zZyi^4y1fk>fFK|sN;gu{-5?=INh&EFB8bvmf*?{#NT(7ik|GTXQk(9OZlt^6UE7)Y z9i4NY_pkXl2C(=3-uJq4mA`r<*=xz1Bg%&_4An=TJq650eH-7+ANz+)i&{Ju+y>)p z>G~dMV`cL|&P#h8%o4&QXIGG04q8lsbB>(FRYRy*xVy&PA);F=>%td2HD}$Uska;alAc6v(8oqBQs~`0V@2bi$7X_nKj^sOAiZS?$L(O0WHI541mqG!oSMVZmwaY~#nf zhr99Z?yyS-{vv3BZ_Z9*v=cpQg-?JC7s3&KqGg5jKDPjmk>~}DB2l1oH-k1sH8$Z1 zm|pK8{{VDXm%dz2gkt+Io7+9gEfB}jqZ$#p$!hTOSb1$RvnJ#}49#C3sh2N&_)8Eq ztHK{&5+x`zva3^k@bI;JFw5vi@?>iRQ59`)KR4|-){e+^T8KqdckOIYYvZw75`JgX z1yAQRE{gpIM9fXf56e}{Zn`hJ`$P+#t?*Z`YqFadSNqQ+_YKrW<3|{WFIQvNlO_~= z_fJ52CtSV3ZpUwQ!nu?{%4f}JKZkNYT1B8uwsI18asU_Y2?*mO@z#7-Fli;Lp`K$- zve|jWHV~7J!54e*uHfvoIAP~psJjsF3RpcMG*XKP8>Gpivr1Cs?wUFNm)kdbC@X_dQKRrDBWqC}i+blrGbmF7ZW&(oHopd=pJ7{y9Pupu1+wI#DCcfhj*#nu`OVQeH!fFRn zW(#<;3ejh8EA)<+ed$dlV{IWE372C z;o<=d)@I7tapR(Mr^KZ)IW#BcM&VEi951rq+fBk_9;Rtn*Vf)c9E^9!u;nP92jR+E)!_iS~D58(KJgk$ke^2m^cx|5d z{kuFbcJ47|d=%Dq!rHAyY(>4UbFbgwyG|2T2ECAMt;8K4#(kKh3yoaSYZ}glk83fr zJh8283~mvc)63y(U=DSrz;VaDZ_N`RK_2xcHy1dJH?ZkXT|gfzujci??|4{v9% z+bb)2i&fA0cpeakAB41$j)FUDRJ+}uiZq%6C3cz0I+3>azmJm;fDPBn_KM!SJAO)Z z9Jh4KEMki2d;G754mrBp(f~nhn{Mey{J-#r1`!J1dye?{^nab#e?y&HoXEe;`ONa( zbK0lC{sc1U$Oln#QR*_SW3sj4Md zM~IIMz7{$qTafk~3JI}~7OW{NWh8Ypr%4zPJtZ-~S#t(r`i>MoRz?0^_33wquu8D= zCz8P!C-ysE_4gD@g^hCajYL~}k3IhW3{NM`(kf{SW%@u1-xx#xkixk8u=*1=RhwA@ z(}Q8jrTNxnwOjuNBf^D2&Rg>x&c_Jmye8NHGm~F;g_&vvN)%|3v>Qx&pT8cN;;5Q& zed7Mmmc9E7(Fe)u%!)=I=0-n>tQ4h`pGkdE!!S+cRx5nc9wP6{2OBVP`|ox;X3=6eMCB!_?0+1+r7mxyBobU zvyY>mXi$7Q4%);)BxlzoZIYbPvhAG#=G1hG|9unj#gG}p06dx<34 z31dEWvPOc!eo{Qa3%xTH!ddb5=@4FE0`2iN{Kz_Bh7+(HEibM-{P}Tn%zdp)2*QD@ z`QKAzC|?w1QMxa4LZxGKu=M4dvdM527(gI`2J9N84lBd=hKo&7N&f3|c&*dswl$fTHp>npD0#W#p1 z$*K-!sdtlcc^^GOH^&gc(JAW5AIRuh)RZXSVwpG9;%O-}sq>-M(jLtvJR#u9WP3zeEIV& zGUY@8&O%X1mvje_mQy}P}O^%lE zbcGq3G6T0Zkrw*XXw0_;U##OsK#Z`1L9lVGaU3OjYq4p&7L#3II%yYt*b|Y1?WW^*^C3oC%@_$f9b^Q7|aQ*0ZS4k*jjAo~> zEkZm)Ea|Vm`H2$v?;F4n{awJVdhTqT`-U9SX(>^h*`lGH2|w@Z;nWbU!zV*#Ua`WXDagY0H9%v&xJMW080!v zN5{de$fU9CeRhd6z8qtDqw&D_wDOt^atlobMsJeNg! z{7u0j(&E~Y;<>9G2YEZp68i7)UuuU<2A07TI?hjCQFvc4c`zsRm2Ks`_enigP!kBW zleOcz#gAr_DIw4SN11^?Z#U5)jHPzvNv?Bob`X-iY}Gl9ZKBDzO510LRCAeU0bhKq zwfPT8_s?~3!S|(wiV34Q=`-{Ix^0uwdRHgTThu9Yc?VB|&w5G*?tiSdHrXNF{^@@C zz}9Z8f)ksan_}4`0q7SW1$WOtqcBa1a9;nkq|2^JCw(ok@2vIplehR7n%~%QHL&Ub ztXQpWW83^2To77nWU2{H_H}}pb0QZ+p7&dWn?9F_jYauMbLeQDx*Ob+?*O0v<#?~A z)pQ1bY!N9BxemJ4>1@IIs|ysx?6wsMkh(p`fF4ReKQ0;V|MW==47eAi5d8ObC!T4F zM%%fpQ6IK6{fn^TKv9$Znqc`pCi|h_*+};KF2;cM3&qI+Nl+<;5GdWQ69Rfrq{)-&qtLhQ0h?=Q??gbK^4c;`<>;T!Sa zY0PXs*&^xo)@;!`j>}YwV#^xt3Arx3AZJh_S*Qz^%xi7N_d(! za|2h#3&E7t1l2>($jZyMh9^r#O|%J#Q9O}#YrO`yjkn=qI%22$CNT^>N_7#@(;|-+ zfVp(mJo+U={rx`vg_nAN9YF1M9)YG}l9UVeq-_$huL+OdA2fKp&rKUs+xi<9czm|w zNgdxO!e3MjQww1fUeDU z?=*bVZ8j!qdhaBCRR~dXQ))D7<5AIRMW~(d>|V4e-A^+1;0`}5en4OkXP>qB?%d|E z^|;_GIoQ*FU6s(#Hh4LS7%TdZjfbar7hcLSi{nkK8J+!8M1Ax0qlJ1>=gM~kAy+g1nvZ8lDO6DMdNQ9TyIn0tCniT|Nak`NuK-o&N-KaxnxD7 zd!>lIM$-BGfK{z)i*}dbz>3-Jpw^qCW-$-^N8by^0AjENu3tP-sKAL&1}u?a3_k$d z&0WRz1wm3r8H}r$?iz85JtD~)1By%X_t~mL^Tn`ws;-WsX6%y>dXiU<a+tv#$(gbYRTu*ks zC)S@OTDr5cUmKDvS*74D+&7aiZkVK%-u;-Aa`fZL?fB$`N6i-wrbK&@NCOnq`V3f< znoH^k zTxyS-iP3j^e|)^vu}Ze`{P0A0KGA+A-YWNXFnhIDvg;hNW`Be9dGwWUe_Sf5M0gw! z-i+<(d#b-3cPIKL4gY&iPBrXWWif&-%2Uq6WBb=%9;xJMleSb+5OoVRab`Qi{UI`>2`4SKZTR)R`)=y1W9( z?0eukuZg<%Ew$m{7#MP9E4SJspEy3t1Zx+UX%nt<82|O5*gM2`TmJOay*dxi5W~gC zaRHa=gjb_dwx+|Sp`Lq9%?~Yjx!V17>+^dWztc$X@fot$cav_P?n{}@UVbf~5N!Q6 zz_f$n(JOD7N2o7GIv>m!oL$w5*T6B%p z(#e`Pe?R{n)8{|!8dqp`eg^6NxVQ5|m*ECMu*hCW(@ZnXT6IFo-dCY|8;r++;y*{Sa%m&>~0O8T)_t=95*jW^aPQW)WAy&^DiPP@YClQ8oUtXF)x2A;3X zS1a#cod6!0HR1bz!x4+9?uRg1&w?sqH*e<+JxNH(Ee=$X?p@;x^AiD2-CRJ*vPavg z7`6cOmtD>*asr2_f`CstGjzMjf2gAlB%=X3@>6e)wz}AW9I~izZ1EH@ zcWL>?ewK;KlP^Q&l1=vObRnhCrVAGm zOw-z5-lIcXdRw=N-S?^FK-ZZ!$KhM<9dF({7`DlRQl?cT$u8z;Ue1e+;?g#n(_0_& zcswedtG_AeTzg)e74Tf=)*~`XDlUgR)kZ(c6skFo+iN|DL&pxqtI9Q*Z~ABS@WN25%ItFo_`%7b)7 zRpYPgk_6oRj5@g@&tA11fqTC-e)y&|$#+%Qd7Rkg0cGkBKc6mjL(%lN{JIzKuqLNL zWwPB9F}Wpa^tUonnTbTq%)v1OCGK_D{OA-T08Uz8YTs z;jKMu^aCORd<<0~!(*gON?ddC(v>J6Zc_^&l0O1)s2Vki+VY&6;t?w|u;h zydSXJy?gVGxoRS`=0|(iC_vhI9f*|4r4gJ#p0SL#8>A3>nbjocpD15t+`zP*h{PzB ztsB?wF&sdSgr2Au`2RE!5M$f9+sq#V;bAvsUs(<(Q8Yxs%AZ;czkI}Ay%JH`xKy3T zMo#rE`Kc8>b>|Kg-8<<2Gb`^t9oF{wIII_3Zw{6@^Q*Ai z3s0xnQ*~{}K;mIdL``9Z<255`C_e3DQ%v*_X*3v>LZdXi<8WTUd3mslJZm>}^|Lo9 z^yVtMUU;PVxJg7?|8xNmOIe`)j=r*=qTeX^a+8drOf}ZAwewSXv-aERQ*+4=_DYM0 z+6F6<3oGayJDEZlU$4wBcZ*1+Q19HAe~Ztve8l&9x^HXjF#UKhD1|ii!}o#Pp7f@q zwV3fC`aNW-zF05TmLnaKmLO~u8WU$sANYT`-?y_MZ++M&!9a0*XtP%s<$Ziw zAw$mSO728oE5S5`@*N~`23ay&|AbotP?nfvF?L;X|HXK{Fg4TqYw~7{ti~3lho|Ju zBh)VMt@2T*!>kp*`x=$}IeXOy+~O>i4pw?osEMa9$orM7z$>1&zLAV}^JK59eByRL zu1WEfwAZQJ%sLv)V>Z=18~4{ZV(9Foefl@&4QL0tZjLi$eJFl!G>A#?!p1!*j^$37 zhwCYtRh#b26U8sK_Du5`^hwaxUhQOdDfx0Y^rob(DRpQP^YBpQtwhkFZoNDBUapVz z9%Kn^4t;SImXdz*`tUU6s8WkhkKuwWE{nFAW_9vCmF5p}SL1(*xfwro-fX%M$cl38 z2GGdg`l2K}?6Ri7_%U+QEisues`Is9y_pY@JLmd;&aNPPON z?l6@9^vWzwx9{6esc=`6V_>$UDBoB&;^wTK*zmxo>EN_5`c7}5=$}sju8O_>zH2`O zM4H#IJxKA57KZ+`8Td}!f{8LcwRAd+#(8wh8Jp4UbUkLA`k`iG693h)SftK6Nx ztz&-d2_$h>UTt_}90Qw&&>Kv{DMbBEvIVA^1C=6~va4KNjju;fU<(;;U%lCZa-kyK z-A_>dQofn-1=@Y?{%r=_MVA6WU9dOO3q52AS-^CXV?dmvJqzJ(e;P??O(aVx!AD=) zS@bV1xc<41jvb%8_vD@H+ttHebXLq1_80}_kdqqp<mmVp6IJmGvP{LwuoLM16$bg4v z>AFYhx&3;Jkx+Bg|K8d2N+iqwMIsR& zGi?Qm^P`>eSA-U*IzG`n4~m`f5cWzncf}IEIstVX{bKQf;`GuHcS>XRqyBBEmgaK zjO(a`!_tkZ1qoK8ujw8jH1@LX$SB{uxO5;IjjC6fl}YWoshv@}YY!2ZO+&5Wm zTkQ!14o-6Cj7k&Te!l@pMkJ#G*TmY#?k(Kl`~b!rq%(SlzjpJwo&W@hpyW; zB2OFmz4>A14I`kEFg^P=UOSNaD(w3`t1`|Lvi~XaWZwY?cGB!vvY2OiD->?`BS4$I zTEX5({qZF!8pqg(9Tl+C{BhKD>zybuy|=4x+cu=mDV);qjU)!qIQJ8aRWk+%qR z84+OJY^Vpb5IgK$ivg)qkoH=gI~=d5!`qH#TO@SzFwjzbsDl&nSHvQHfV}zjQfJ3X#ZOyI~*Z>`3r+5Ii*d+uekboCP3jlvokAqDKR3 zRpxYn zx6&yxSF-380ab~!<0150B@N&zKZdnJNo+Wx+pi`>gFkRzk5h1`sPx*Vlwq}CINFL_ zxRlf}?)^x!F~8Yxrh5 z6PH$xZZ4B#UOcF4P|$jC>Pch{gnnFIykobb9mnE2l;BomqZ#z){&~UE1^;>l&%inx zfvoZFM_{s7Qt4V3JYOzoq-cMOR0_VS55X!Ui-)fXJ8mr9fCEs~68wib*1g!t>LUKI zx#_7H=dhL))<)g&KTap&L87%zcnW@YLrcYyh(6I%|RqM@9<`u&El zS*H+3XaX{rR440WC7FlejN?M51W1JQhp#wHVF7uU^hKBSa3~gEd^$;f5a;vtD^l61 z1hXOA3Nm$sW&#=Q4Dg#t#&XN>HVCG5A=ULfwJR_#IoCjfVz5GQ^hRW4=QI_0rHA1c zsG4p8$JQdf(eV+7UVom!TA>eyzeLCW-r8u3+9qD+#i{3^F&ff1wIM;M)la0wIvFPH z0QwQW@V}E`(_-?6O7uz;1u@@#Z>WxWB_662rbEoI<`ky;yVdX}KOw=3p@zve{Ir@# zaj>%AC4Lf80(rL*Kw7YEU`1mK*&FJCEYwZtjws)vfNNC;a`w{s*Ula8X``KnkUFXy#d_C1<%Zm(ZYGGx}YV` zhA=Y}uQ}k!#&p*ereFydFoZOLJ#X#sjomg=7YYP^?C>s1qZ=wV z_8|G{9HqwT(5&(sjPmW-Jf^6a>8x6qVU6U|0+(apw2_7Fi>%8Jm4!4a zub=bP+NS604~<(T#o7!;6;2GvXTfbWL1|*5 zq-T+BfKrjfzd1@ zD!cl2pawjSClawpH|lCdqrk)y6rv6OXSV+HLSB#Ew5oQ;{ve^KD$rvCg(~(lA5@HE z$F1Le;n=aUjf@Nw7yDb(d5Lb@RIJQ}#CYxwHJ+ebBynF`vkc2?9LKi_lf6b8R{R69 zWIJ-cnpke7G`JM^E1QkJ-yMZO$;+*Y>E?iAfAq;sTgmYswdVP;kujzY(D~l?X1BK$cbqt?;rc~jE zf91_8q5dMp_ei z4erf2E@91b&j(p9n*@?a4r#QyCk{yrbPdf;gi1B*|KlcdKDh{E=ombFjpn7viMhlU)tdh;kEg zJm1&f@pS$7BX>bzyDa?NMB4bBI7|fvr*9L(abNI8%#zOdK0~JaYJg&>pdIT>n#C~m zbxsKi;?S!Uvi>jtTt!LDxuqio(n(vK9_r|g+OXA}=;TkrF-6}mysQmryKo?UtBD_t z$7C9oqB+hA*tPvBT0vTMP~-N(gH7WoWsJdF=u*XC!{ux^YATR>hbI)`TL||A0+mp2 zB80`st)VDzAc8ymV6qj*vYocUolwT*%X?D4xe@ygM>DNP67M(?p5)5b;ZlPj~v)52Xv$QX>3w#exE+ZK7n$)RCM zz2L6GXxsTdXFJh;cOf}8)ldz^!-xi(<5i0Lsvv(s?c7s_WS4Y>I-l?Brj5={DtnQ{ zM3Yg^wF5&{v1jF->3wQvzL(-C)Gb{p8X^%gHZ8n#F0Dni)MfcAzM{Z0mQ$BPy`QUQ z809jHuMjTZ>^uAk#)WH+gdGEn8cK~_&sjwK347yT5m~=g66M1?kbxRQm9w1mJ7aJi z!&l^9e`%Ca>SUVh&*Ii>gI<9a^$rUiGe=LWWVi1E=Sc+lwLKni)aB?tbh^#J1sjbzdg#ndPpNs?yE0Of70xK{|a&aLP8YtV@2YB+1>sTa%GWo zA8qQV|M~mAo6q6ap8Y7^QpHC`=Y;fzZ6&r;6=GbDM~?US0TRBAFGc7tpEJVw{kD(7 z1=uiu4%z*p@8CQ}_E|$jX(6mmj+sVTgn?B>kyxO62`2nECSih^v5yo##WN~)%LO;K zjx)%EDMvkQw2Sby00&Utor7(o~)=!oLzm{WbYqM;yGoud#bV^mEut zHQzl>hX(MycPz_~yr@N*=HGvwn3^s4_{STJ?OSLv8~rU=5T^Rkp?cWN;WU2-j67d_ z2>#D}RFN)rt+*X5zPhkeaIL*1G-4J|-_wJpBk*san6rLh@r}0eC|k@VOG_p#pNUXN z%uPI>cxN%QYP(y3bL8ulev>zP#fjV^F!Q>?O+E{XnWIG{!gdG(YqjD5_IBtPGj4dQVKieguueU560hz`W8ejyKkf^!pLD_xxru7DOz3i z{b*{T=DScGhlzC;h3C^I>cCQCwAw8q_us|c)C<%qgF70&Q5~5d zT!w(2{27u0v#vU1q8K&xY@aKph&_Okyt#M?E_~4dI{B5Y>b0^$Rf|_5V9mJd)oX$d z@1U22_6^NK6h3`Lc4UTF(cf_2Yr9Jp^-D) z5^3UNt61ie*sVD|WTv+RV*4Fz`2_^AH&_81LGM8)*6dFTKI_9xCw2 zn4~8?Aq*f!+X1sQEi$E(2vfu+{0QZooS;`AEf4Y+$>{z5_+(HZ1Nb~BUxptsf6M+F zDGb?iq!ZU;r%w}-uh%C7xdKopaNZ=}E@u!E@_o@sM*gKxnmlbhBPU~rfL<~76&-c@g;oWE< zwn&`BvX(SVQx-qz&Da6%+%**qK*%2h`+SIXf3dNL$vO2iShX_)*b4ho&pnC_-;MV2 zR)AI-kS-=^X|6!pI=o;Dvc5QY)$^S<$IpdJ zGxWW#z}y!?)7F4<+&d!yr@tnD24o6i>m2^6;t4LrBYNF+!}-}+L6e&UR36~oYR{)z zE{AcS?eh7zBkJnRgIE1-hazB?BwmfRT^L=~b&Ppj{BV8-tRobOs;Cjm_O zgIm8Q{MVmOF>6B}5>$_eTs%b4W2@db-qVwx;NblIn9g2Dw^p0PYoa+YxEGi|lTtby8JcHJQ@SuImv)=0QpInuS5H1IfBf-%me1c*~ zZA!nnF0p|ECJ0FR0s0bBw$!I-z>18-ySfA%M;{?~hXrp%6@DpZ^e?zF=^IjG zx7PFUVh7Q8H?1`#NA~XHJGX0iKDNp`ty^&U@_r}k;pIIZQ_r-FvS4K~Iwi`2;)x)R zF1taa!20#Z((mpq*YnKeaM8rj#I35<%9q%XT?Sj(-mp2;218Pdgu)Vi$cX;F7EV}K z$R4rOIv5$9CRd4GqXX^8b3NPgpnTCt*J~bJQVaGUmJKTEz4Ap2C9^#5Mp%&~| zmy5KOM~dGk%fbv2DCmkZ{`72`;vnZ)j34l%wh`ll@%fzjuW9_sqj>C8WL98tATK5V zi=eH=`gbmC4HOG`B4^ymceqRCq6a*DN|FR2DZptDt%xjdJ)M>H`Vf`t^}avhlZQW3 zkF(1oe5OdA$}cWn_(62%a8GVYpL31%*oPo`Of2tGM~L|0HD%5gto4wqPOU^Q`Qk}nh!VnSxo%se(3Ly00+un6Z?Cd!Agv2Kk|^jMsubi{D56mS@PL_)}lEQ zsh7N;aVb=t&>9~qz-WF9hq~m)udmXu^zV2r*t3K)h#0x3LCQ-q?aH>`-iZCEjQUv1 zT?&yhqElq!E(S6&SdcMgERO z6h~0a`She3iU3P22?6Lc`x6QeY{S)2PR}`~#T^z%Je|C!YN@!~n`dAE&BQ__am2Ak zWN$Cxqm1CobjVn^%)XD@8B8Aho(H)s8*ZLme8$Hby{EL@e%Tira4NE;RAUPSsmB#0 zt2t9kfCVg(BcGKwPJiz7uUF+VjgM7<^Eb_14KnnJQMwt@ix+95DC=^V&Fs09iBh3K z&(`Rx_5Sn8Z&#YE`T9$3O-e8btQ0m#Oa}861jO^Tt=eQvC9Y{O%%-C&)1Z-!S$JjB zG7Cql4?wTwB$jxsZ5$aDN<5D;QEyYrp;nmNFf^BrlIV2%naX9RuD&1@>+=r*`u+qm)F=>`Jmc+Sq#4^gCO_o_)2wf9AqPjJ4HGo+75Z|dIcWk2F zIqC$H2tTJRK>i}zUEDvcZK)S%UuBh(THswAT@+BRvb8kISyI~SHA%c5m%jZr;O*RE zfNt7~<)F>5kaTn8doL3Clq?z7WD@JNLYZP+o$hU-cPa;RZ^f^gwH2?1X!8zUFq5NW zRrNY+)wk#*?-%=WLaHrBWn#SvR2RMiyTYa81gMg!6#Fxng0{ct~`wEBnbM|OTh z4RC%9(>(sl&4q$Mxv*TQv><3SD}7Gm2G=OFd5vu71`N{aPYZZ{pVRG-<9C_l@bI6K z{NFb0IK<6ZaO{ZCCMG?xh#xPQ|Hs5FsS;r2Vnd41=8n`7R{ImQ%>3^g|WFB+Q` zG_tmDCI#L@5>6{ja4vQ#htKjs(BO?Jf)t8qft|HsN+Bx_XodClq!W{GDl<&P3}ujrX|{;9YL}W zT3Z`Vvgfhpx+N2A5O_b!(iGUrq=g(7sE|Xk2h6s)U0~~x+uqN*aN%hf|2%_ihU&SY zZ%Ov=!D67MDGNic*+OU9s@SRDR^t=kw)Zs!H`;;JTwK+A*e*C{ZPzYoPD9Ji-jNjU z1=C(R_bdFKtBuEC-I&_6XA{2mPIyhQq8w)9LO?qLSb}RJ=;3<1!gh3O8sj$L^r+oS zc(4F1n`|%?SQ&40&Qs|TIfvl1f5;qzZ4%|&h`h2n66aOnLARThdX;2gvcm0if zB4t0MEy9bzKAG};RiUmeRl+aP=!HZPSQSuTYC!MO`}?2bqv-vFR61EIVHs8V=f^+# zchdMXEz#J2{#`4Sdk@P}K$~O{9Hx;lNZx_A*$1cl;jq!R3FduPvOsAeH0xZs4y`xP zsEdf8Q$VTP1ql*a^M~26iDc^IcOkVP2eFLAQlx^f2biu9wrwLFWyUvA7LhC%(uAV- zZ?^va7oHLS9pOl3xHq+|Bao%>mO-TcnEzwAmkXqp3b<3rnRH+3&CqYa_`FoA78tF{ zwI*5g0E&6igAalARes-n-DcPXpEz#`i4Es~LDQkh2dfav;rHH|XB z7;;Dt3BMcA@VUq?U{&Ozbj_2$M)kQ%qT<^a%=L8w0Mud#JE->p$?RTi8H4)KLo5Z6 z=SoG06x_3Ik*@yFG*87&A#vygVg~Z15!xkA?_M{aT10+COu-^w{el!zv2x-(tekki zbt^&unrF3=^+uQB1(nR+fHeoEe{lKw@D@HK+2rhx^CsSO zYR$6Oze+C}y5N;u$<6UbHn9AfX_B+xMi_D35CR|B*vH!ftb0%?ovranhu4gy7SS~a z6Z{H@9-oo>F#$6!fS=73 z3wgLceVO<1utw~@R=%OHd;9Dq3cK21SZ=z8Wn9?~U5Ur4mijVJhajk726gpnWp-v~ zI<*eanN`&?-6(`6YSLd5eoy7HP3_?cXbTY#HWGR(^nkPOsgZFS^hc{@-6h|9U}lLn zUKa5}=Z+>r%ah;e`dhapkT7VEM?8S@&7{lQU~`No^{MpBBu}m_J;dN_uv!Tn0EU*G z4&yCCl`>!zIS~*zn=dEJPff`ft%PvuM!>xgHy2C=lsPHt>EsH zB&Q;HQsWB9= zx%2&YXMlf9^a8A%v|{Oq1D^hG`jBhSCBT|W z9ZjH(XME*<3E4Fs=Bniya9n(Aj%(j%K2{DLJRph#z4^N?#!Ada>qK!m!Ia?UC36}y zvf=)a&%@D3RDLj*@E}`2=Bkw`XO1}7`?YplvN%U#_ZcyajeUYH^uHJfc@WGW3iA(S zWcpPCGpgWk+|>h;9V6}+$xbxk8P-j{wu*F8((n^WReQ)SQ1+Q?jZZ1H`xEJ^mf|Ya z+Fd-A@xk+^jh(2qC$HfXjr{T{H%2Ctkfd25Y&n+EV|+dCH8YP#O2wS@pZ_5AzL0h~2viV>>I3S0Q3NY_<8 zIzGKe4Bffp!Fxwh>UV9IK5qELpmgPhpo-Kty|lO{NGz;sNfe0eOX{DN`l~LX4g(vY5(0pA+gY^b46>OM;`` z#&a3a+3W`z913kL6TV2}Pb{QV5>0hFPernpO_de|WDjn+*g#TxK_qtdw%|eRrwWCl zfMIpW-H*guCUg1-HoSNcv%!%9h!Y9jT_K)A)5F2SNq|9TQN%7X>|&yww;aUx-WwW^ zPw%zoA&szB_$FZ{6yFNXh3u;a9L65@zO;xs#0Sgg;rB~-L^YGoM=GkzG? zzT62hE(WehL&XptptWzu=M$cn_D5f8A=YJy_F10_oUG0CJ|?Gv={sHsc@=4fO(XtW zaL|jWQqT|CWI8|DN0fNnxqA#!QU!0xJ3RWAzR#%Lzo8NeOwU58hF!8~rLW8DUu3&e z2axTzT~PcGMpQ`8XZt#B&Kr}L=w@N#uSxylAJl74yMrMC0WJDV{k7c`v)Y((B%bAoyEiLMeEF1%vBfLZ%s2&kmwc&iB z@q#f`5w~b0vyr8Xwo#a&36_yh;ia!|rmWE$s&yrO5nyYjlz3w`>gg^qkX>z7=s&vl zE%=oypUHHx*>%NR5-zK8u~SFW&Mx63_#x+OSBLsYM-FU?*3JvJ6x}69^u<069SZ#O z>7lwn=3u3V;OJcM6xngh7-erpEaIGr?C@nicrr-TwUgrdQ;z-1VeRn7nxn<02=Clh zuVIUJLiI}OM+%E;H)S~95Ozn75S3d03cxa=)m?%$d8|NEC_F@dL4$QKtR zSW5M~VrOysCY4Crs=RWE5LM50V01h9=SgAG{jnpyo-wAi(pay!Ff3+^zb++}F1&n` zBKfB%Pp|dB`W!RplRyoNpK2Xe$ed z=t7w(d;leBIa%2qL67OgEM6*Tcd@G=>~6Kk|?YAKD56-E^N@ zay%~CC~I$+zglTs&a_2x@cjyMkd3KWEpMqR1*Uy;3!EEMMWtKTumY9#-E~4+ z85`SyMYG@mWJ84gVd^wA8`3~=?<*LtTP++16wQJn#KG&2{$?GwFS&yxPk7CyYUjQy zJX{`j_w&k#6fz#vq+ie*+X=4Cy5T6B3u^dC(wdm-rYU%^(_t+B;#2zG;|wO*CwqGV zTQ$MK@>gT_Yf_G}Jz@L%463IxrdO@m=c(ZT=g#DkFf3BM9KFa@@p1doP4@BZ z+q2#8vBl3FQ1`;rDtQ6Py#sg4Z~y}Iu`2KlGp`+@8fDHuRsgOz zX~Q1MH{`)VlQb#ddFY@Gu~ufa`_*Kvq%@A2=#Z^l6QP!$2g>xa!D#97vH;HLbnJVKXw{N3?;yT`LOh%+_)G{q|Js9=a$+>0P!)oB7DSu-^gMCX>( z3T|d9F8evfMR4)6BvFpJ6yp5t;a``ULVEZYRV|GiZHoKubHRR%J=zey10z1j4--RB z{$nJiy^HMWPM&u&%(Be9k9uE;c^;M?#i~&ALz&Vw5oN%4(Ev#`!LQ7aSAF=wzgd#k zNGR1FUM7E)8n~nDPV#S@Ar%Ert)%AdkGdtfdf?kym0bd`L5)<3k_$~&x}4}y(2f^I zL2@t!Byz=_o+6?-F6Wa&qnhdu%t(fTLvnBs*#U--2b4A%zK&ERb|{hR3OO=2hkzcD z8K_--1JiWd&KleSb>Ec_#Rd+a7YC*qmB&O^--eIPNY8EiiKJu@K6DAxLH5|=XZv{+ z#_*;_;aJpIP)X#uk<*y#e3=_;A|g*1bO)XpnSqA#gp%)?ulqf<+;6X33Q-8T8(ZBV z96Ug<#@s-6MtXX@rQC?#dWJ_&3b%=ug|$hDax8~L7+jt}w=*F`pA*IV`xDe)U~G)KL_p-+EZ47cv%4&GocelsUOt~PmBBP>P!+;e?|UeIU# zERRoIukCbgW-jfN=WVtiSj2^uh!0D+6q3ulGFqSHCBYjHiSPnlhAQLw%NAruKljf| zG;vtX?AsD66PXZ216LT1q}`DT0YZwq$=RRtfAN_^AgY)`|6t57bi)PchRiC)y?+m)9QY7rd6DBST6hDa~4qq3FTy#bz3iLTb za*#D0U~5}jSL#o;;%UP?Tw%470jdBwvVz%aCO!8?=&1L1eAc*wyfP_;buK`1^9K0%tK%O*zr3(+Vg>=+1W3*sM+sw3|7wGkdno zjKYU+p8opT+S#cxva|`pv-!A|5z9x7H!gdV9#lvRDyzm$?wE$MChIYjie~L$}4_u5Lv3l;T9=5&i)p82x*owp4uE6d*<;OPD0wQZJ!APQIPfGklmEu#X3+GIb+rV;9k&x^}3w#6p z3^VE~;`^Vot>{gH4!It)-+80Avy0zKx(Z7D;M3Dvq+RLeWyPILBb zd57At2PfXu8*cJzcApG1+*Qln%@C5~h2!V&{iK8PU1{+j5rwFZ@4*RCfleX*p5V-x z>2eXgPo1})Pb@x1mgk(86{(6-({QhDS3F9C^#bj}ZST%czp1gs^*+OxG`F*9j-ab0 zF~PD?K3*|5Ui{p19FngrcNTAT0?#YCc9mOk!b8*U*9%u)I8LcrE?Sw>{X+)&ZsWe# z>&etC%$YmYM>WXykbibzW#@p%EW}*A&BvDPwwGPaC-ZV^lLl-zRx}Omi;bBNT(UP9 z-$}YW-S1lD=b>d;2eWJ>tP~emyQ`&BSdQWD&vBo+_Hva)U0%)6sk=`b+wDcos5gGw zw2CA&+a$FnBY6hm&MBcd;SAJSaL5%{J)_(nEBYQxC8++IF0w!)YWJBbe5hPHa;py? zA#2I-1Ho)XoF^^y%Z(M`yC$#7IB4%7xsUKUKGwYTT#?}ZFX4Rn=~Z#l9j7RK+cYn47~%3!om%qS z0299^{e>fr*?t6hw73SFIn79Hk`ndmLDv8%A@jG*w#X$THste%BKE%9nq5rHhaQEu zSZ-K`k}FUXOC~rQrTz{o)+{YshQ;}?X+B3#I_6k~M$pNNk8|jo){a1G^e3OnbRaFo z7)NXRcHLH8`FCVZ8>Nl4!*?_>>sK>S{n{?0B(oq_<2uD++wZkD67~yxc&^q21KR@2O*yTD)PWWI zkW&miwNRdV_->0$v%Kg%&G`9UGed4cO3R5Db}IYMJ)E~M_n;-sfx_}s%=Kk07Htx) zW%bsv==77TW9u4Bnx)dsb>-F#yux1gi3CQY(hQT|%oRECn#>;)^&N})?R&qz9F2BT znWz|0Al?L&qVbXGyNJ21!M=YcEJhn-bJ$8%v%hIkNi#Fz;HYDUv_^fWER?IJVq9}~ zrsco_v2}%Bq%wRn6oGRy?;gc_Jrt8+_p8VEtn9yYr-hS|PGPJem%gIfCbx+Hm4m~KHmT33HK?2q!FwgWuZyvN)Qrv_pqB0olI~M;2_wb zF(!LzZXL^_dUz0^CHo?+ea;AXbDdTwr`_~$^5iQnt#m}OJNUJ2srOY^e4V+{$EVDu zWLYhiH%<1z#~1~T8sj$PB19TrRG zUDBogF)2nTXb>)@{OGOL_n5WSSNe__Vk9oPUgkb8Rd!m}2Rs5l9+vaap5v+nSzD@Vk6}T^LaK{r@SuxjAbI-Q?l#kR2HUBsi8eH8FnO};}hQgoNh7%CpD}1k3)^se($&< zU7Q@#5KaTW+99rK#hbMkT?JG&t}UYIE??C z`_;9P5d@aIs*uvlX9S}1*oi!0C^%^@6m8_cpQq?OFcZtG+Od68tu^Yvcf?OerTyja zNAZ)PwEq2OwKGklW>lwZ7w3S_F?>@v3f7NP)4WRiY(uw%`4VSkLVtdVWE+{BR;}t2 zux_&%W8YRYW=OTR?BZ1>pTc`7QTWy;DXrBvBdWBJhLvOWf{6Ujf=3!U{uxn%cN?50 zJ&DYZk3enp5@ylyWcvouXO1o$h|70ueD%`sw6@$H>iN^Kl<@#B#$Q*?OhN0;mO4oD zJNbW;xkcgflrs{wcI7fyh(k@1AqePrAxak~GP$T)!Q!@~T7p)aSVw|kj+Cb7!zJA~ z=P(>9d&e#XjuwE~>_|GRIE4FvCF0f7yP8&Mm!TGwW|3x0?k))67Jpn+fl`i_t-E*& zF86#Qb|3j zYEKZ+LW&El!r8Tr#^!GZ^yB_LV`ZcURwZq{u!jii2d&opx4ig+b!Xtu+rVUlXxCCl zy~8hLtd=C*S`2OiHc@N>qLnq}fVD(=s7)lrY$n+ za!N9w!)me6Y?vw7o!f!Kn;_e>jN{!4I$?ih%sxeI4rs1CnAr(5mm{t5qQAxv?)LdEcudL#gD<-E>AunGO#%G%8 zH>^@4w^yC4bai1sT(clJ~{ z`aV4Tix!I%!aCoa^;!sDB{`RIyfJ<+q8plM5k2DLRYPs+_L~_A@hbf$l!f|4e!Y{STvDP_HpVR+T@V*S$&l74;D0PjNti=1pLt?#v@ zp)P)Q=BNPq;D#j_eZGbOG#?kOFP8#_8g2)yuaP-;o!>oA&O0Co>hOMrmOR^l&k+OjIrJHtFhexx*yVw#a|4 z?rGgtfaHTa)%5E>mlAQRRL}>_$z}4NBKaJ@hcJ^x$Qv+4oxNa?@+orX!6$XaTW@ZX zvPlO+upAjVeJvUN1Ep$nUgH$1S|B#2^td+nBY0J>a=%Pnq?8hs+Mi<~=`Gx1(UpMk zWdRBbOAgh9D|d8AFJ{O?J!5;D4^$W^`4iAhK}#jErS2Q$*mRgin}>2U$7wgT)I2Xf zBb{8BbdtPRQN>4tX*YS2RrT&Lyp1BgB$ws`DosZBp5u^AO|`r-=ewocS+9y8!5*=e z7<%=M4KGgk37qij4cPVs&JDX6gYWs0$)%q{H;A3~cBxdm;Db?GKIMY1+Q5}5yYpdP zkm@0-t{-k-Q+ka(qpnw9su5F!Bl39dk9%foFcUpbzI%iINrLRlQ_}^4rBR1OK^9@xvW*TjF zDe=ZSGhT^1%X{6n^4wjlgy#p3L{AaDd-3O8@ zo%ZF~=yF9d&u`e$OvRZH=C;rX?DBBzJ6Y0^RVd`QXuI-L!dbP|3H{Hn#^0cS=iYcx5 zuY8IZS}lQv%peDbxH6l45~^?KiQ04o(@75!Y8Vy*47)GdalLo&R4hx}_U-totZy{B zDlqqB_^e`Bddn`6N7!SKsmWQ+S-+#d|Dux^K~+ z9usNG_|zzn(&xqU-6|I4mamamXdE#jw#}$WPK7maZ9N>(wy2#WXIO^%}eX_y&#?6{~m69Kp62^>~JZ!gP|LWz_qOI+(euM2sk z{`2J>z*L8>VR@6&um0Pw{`uS9_RQD)MHAef*)sj-&;R{{0LoKNS@74G-=_4_P+V>` z{@LBbUM%6f{eH+XDJ~gDh^L+9??21vEze$etA)8@r=e;YT$`_$iD9-W(2#L>oxwJ&Go`L@u>DSqHpYw%hq2)UokHvZ*Zh`i^VgM328} zX{Jj2H`3K=#+TfUuNP5Xnm-IRBjDK?y!Utg^Je|?zY{7?57hl1{Y($|<|>y3 zJTWI!z6!eNS3HE2oJqnWsRfWuPZgHv6dD6oB7xoL6_;LV`z!i6terWREBxl|F*?yr zW$ij=T-nNdEqFIeN5Gdt?7p5#SM%;({i!0kw+|{;XYbjp)mVV!1=%y=(!sde0{KWQ ziFA|0LoQ2Rh}+>4lyGGL7I^2ftm_K0b-UuMaN#dJM@Q z(sVO)k(%+K@fd6Qk|;I}nKZAxPoGl+IdE{%8TY~vouN|OY2dmY_z|z6=L>ou+0q~#Q9zR7V4OgRA-Id> zPp#_s;sRSbjISQ9jo+{wtEmpAZsgV*B~%$1a0L-PZyxzQeb8&tIRg-4-HU{p85)4s^d|&cJs;hAtU*D;}D6Y(h%7 zEIF?M?N>i!jDX0@FWoIKuo)^FB$BUqCLc28kb69?NLmyJPS0#*oG<-xA7@#xHer& z$?y^4&WsUIUb#Mg5fWI{pg{YQJu{SRUW6HVOvO1>K2un;XXa4s3tZ}dJiSB`(FcK@ zG?`8yV|oa^#;yRNShe0LZ-82e%D)&Qvi0ALz@Ek|8(D;@B-XZYo zP9-P5JOC6s)gCLb0T(~RZbd6Dn>pFDP3rSa3&uR_% z>?!M95P$jib-@Kb7lTWi7?sY>^#q+;Ug0jN--6Bd#=L&o&d4`rKYMimK7q&i0|iFU zUOY7UROXyz`$jLe+#F_Wzk+;0WWx?0fIx($uqOz8u5~)fIM24nvcPCXpfOP+TFul)cH1Tob1rh1<3raXT`^hW4`!Ivub!0+UcG`sv>6BIN#XYanmdbq9g#u4 z?a1jRnnzzzT>`{WS9bJf34$yK$g<(2^a?N$udjXwi#)l!lpeS(=^m<6gnzx;E`>eo3fFIR=pOx#Um>BCk zv!qYNqJ>H7?%u^t{lgm>J#DlLbjX7-2rEY=np;ns9&(qjmwmj<5TPaybopoEpeH4E zBZC69L#%##40zA{b!Y&RnMs~=JL#RW3Xh8rFVPic+6Y&#@6~~2wH{+vbLB&g4g(&7 zhzGU*W1b~IlY$d$}JMx-dUaT7fN zRrt+K*etn<(O@&W5lM;rz=&)P3dGxX*C&r;Rftc1Y%l|{G#_rT(HGvC(_&Hc)k3Ab z)-tMm(G<9DMoGN1ZQua@%GGZ6cI);S0CO9ccMNd!S}Z(Cdxe5J_ckQ_SjJ1y6qJx* z;l7;kJ+qCqL$+2wY$H4r;9(LVUMk{vf$O0k1yf9re!4udfDoNH)351D+Ub+)O-NhZ_*1hW4JEMZKZ3vSF!6@<~;LT0`T67TAT(m!>q3tGV=FG8viS{IYY#`aRDR z^4WKZHd6xiKPOZ>&UWwFtWk{%)LA_3IFWo(^0dMp-rcvpJL(zX*HcOA)D3L(OQ1@e zL_;rK{q!5t8+k1*a_enTQXc_I_v%mi7Bu?xOFy(bY*E z&)Mo({=4dhU%!ZRsB~F6GT`QKSM=W<;@qjb(_#b#k1zf9SN?uBbpS(fVH*S0YChU#U~#fa@fS*zFE#L8XHM!>N!*{cQB&=@4qX<@7*)6 zZqdopxa6St@&Z(j`QyNe7IQ4y${gM+3Zouoj#sN#e;D!H=JFZGIV5Ia~7I0 zG^yR1{Y=>`Js`n-342{rYAGNIS4a(*2El9;IOXr~o3*m)EboK9i9b|QI~Fn${XZMD zBFpE2ei)6ADiS<;3D;JRT07#&jh(xGSeTBxq(>atwsP0(wkxK&4Qqylqe`p$acTR8 z(4UV6LanW#BXxPGEE*hccVI`qj3lHR9;XzHl#Yybes(Dn_cC+M+?(_{>Rk7@7q$ut z+fN{Kn9j~jdI@bINY=5@_MI{_Rw0TZf`4APDx=HeOA}^(7C6|XCAX_Jw(xteVYpG7 zS?p0idVR)1cn)zTT(l*qkEs0LqQ|tVnf7B0!Xh7&P=eC13VNWrV1lJ}mUaf_GOb9^ z1{@ut5bbjy+2wTbKRpC)2gh&RWxng9@Bk<=@@b`>3=5BzH!Ff@JVQO@CbAG6DlWjDJ3HM4qbJI8-u{>cjgcTZ(oeA;1KW)&_AK^bj%^zx#a z?6df;ioII!$3&rqFyG^fFe7NS9OkvXf`v9r8;Yqc%N$LI(Y@6>`bf3oS=2};MJgS< z4Z8sQGC*3MbgO89C!Va-gUNwk0Y3<=j=VwX~ zecx`8`7TEFw?&U=4@*<+Ikji69vQKfaIXnkFUR;|Ia#nr;+y@5g)Phu#z4#W^a$EH zZ9%#B2WGU>bl4wz3mYwySH1azh0O^|G4di4C>?}|XTcI27sz)`6xiOb0wd}A26f~e$}S5!^*Eu+V9gLaKBiN zpP-(^IKf0{s4q{?!p|M5k3Y*~b12sp;PLTZY*(N>LT>(!7Azs2YPYQmcxRe}=z5w*PLj*ne@4|%c>TJ#1Ucv&K|;>Jn`6&Sgn zam)huIQ!|dc-LP-Qi4PiRl`^P_Ig=XnjnSx!fo;~xVW3YE-uNIhSn6%l|k74j~A#( zU+?&3n9#lyv>n8zwd9ibo4eXtcXz@50&?#T+t^R~9KZr*>h~Gk;O$pHYZ7J(^43D_ zW0#y~|2Qf}++y4+e^OCwLS)AC$NA1TXWO zTzh~$({R(C5G#~*MJbx#)kxY0Lr+0ol$_AP@WwbT0fXdlJBys2T0(#u&2y#|Z=11d z_p&=|bd3x3SP{$iB*+Ej(#3E9_gv<#!ze)%jd*JKExvHU$w2_OYHPl`StffuSmXDV zN|W8YN5G%@_>{-R+=Y-iClU0gFpYDYJGJ{e0h~VJl-yMY*OEE0n!jTLw9j4MnfKMu zQn}SSC*l|OcDu47E6L)v=iRN;1$MMz6%JBu-82C~MwrZC$S{s`6c+23#U<8}K}Uq1 z`81B#z$eREc()?U|I}tEv4d|>f4;t0Q4H10?Mcb0JAk1+GNkuu<% z+*AXhSY7?^T{q1I#3jR*5l|1zTrir4{tNpUrVbfvZVBU6OL-P_!UObjE;Si#FNvZD zHlt`rFQ%~Wbrc+a^!*6vIQze0Uq&@n)YDqEM>Scs>xiHKUM)NT${{Q5!=@(<_F0Ad z*T_d2?4fPD=BU?V5g)F<299nbgQ4Phn|>oY_V~oRV9|)nYb@~8VH}FTW^KNm12%k} zEaea_iS=pY%k}myRj4%s8~l#fBos@wp%fxI#803&(kGgmj1zU`a)(I-|M~yopz!Oh zY){KA7rOAQR%@$lYBV~cG1|93x{9I=*)6XvpOu=g>02-I*N0Q`+w5l!2-Zw0*10SF zK`E`R@2b^f75|N<3T{z6(Jwo`gDye`J}r(5(eec&*~{{TO)i-hH*ZTk^3e8~_^xM{ z^^575{P|GwG{R*4jX1A=7eB4jR_SlG@KQ-~#^)6C*RdRCT^p89ZVSYCCwHP(DxPxG zU=f}9Xg?0sRZRgu_6#U69RaE=3zWBCba=KHz1I^vJuSlL@V;X{X$rnGxBR1`dTv4& z;TJ=m+w@}=+{5MlE*t-#BD_xNWAI))WaAI{KmL|{UE&Ekt4EUUDkn}Z4FyG&6cRdFkqjn@9*iuDsD18uPDAk* z<%SRf*I5zrrlp!<#?+;a0wIPiY!A!iQb8G+uo^ z8#y}!Efzs_vidEe-?&psCA3d_Tu4}Y`2D-1dv2KOP6o7#k`u00Hijs1HOBl0VI$`U zi&KSO_{|jo*cB<+rH#a)BgA35 zld`M|QODf>2{^@AcuMuI6(CE{x+M;D(Cif34Di1mk;lGOdypqA+L`?`e7Wgko^s|v zL5GOWJ>CUiUHVAZk#JJ_ zjTJXY%H!>@&*(2-OcCe zoCjLwmFK3cCG`qTrmjlw`9Y&0AHm#Gs!qA$Rk2<|RCo4hisHJ`iN;Xq7vlyn7jey+ ztH+DyR{A^OsgUT5J0K>OqH>#woYkHIs#3+2g17~c)~Be;8Z?m|an~-(4y5dc!=b5O z-9#qKq9e&R!Kx={V$9C9{H!fv^AZO>_1%LpNlO^xHmA6J_YqmYCjhD5NNR>d{yK9C zD@z;LeTTfb?em9 zEeV~HaI4e34CuZbm)jC~gKAqwz0v6C?4%IM<^WYNgP_H7@=+4mffs+Q&rN#$*nPv< zDwax}JAUiLR8!XJpH1xcK%)t?i@2zw6rrL;`3JSMEij{2eiQiybX#W|FLmU#L&=F2 zXf~&^^Hmc?-+BFfQfTJJf79Lvdk+pnp9>bjSa#me1dvCa@L@o(==8uFAZT+qib_oNPOly@XE_RikfS=USA5NLJ23HyPmzvH5CBYtiAF^0S-0g>=+@6=^&&r7Q}= z=E)rJw&woTiQU+~0ebgLscGIdO& z+igoGBa4%Es~N4a&5jNJ;Z=3`3*Z3IjzyEKAx%`F5V9 z`~@RH(=T~{<>27K!OUlmDTd#%B&p0(f|5rT`v)VqvyVcpNP5XJwOMX$*hg!rRu6im zF}rwjG+kO-&S<>T&EHK;P#W}D^Mdb=f|I1Jvt_v{>B#1r_OyGyU?@;>XEo?_ERQP!FKdD05Dkhq5qVkzj&^`?sol04qO-Yysb7x&23z;s%5uUg6c_L}lIEe$&Kk_D?LWbfQqh zit(&vR3|=90{{KdTH1{V4_k0i53puuKgaLHiBk4~BA%MOBYH)}15o6?ZIGUUM-4+t zseW2l-&M|qzM6X*2{yrm(dt7hJ=@pk?e5yY&39Ybxr5`BoY%K=Cy11%^hjLvP%3Qv zXUme-_9cY5{1aHpA6ksN`3_1)T?jZq&RNuH;?-wd&&RP&vFB1LcqW78X5d5}jgTE) zkZlxE^+$DcukWvCSNE@50+x)&_ufcY`Y)FB?iyKoMyLASCAqp8z9%csx3m9Xvxaf* z}XqRNF&z{HrW!61Xy{pQ8+YC z{;E!7=Cx5G8I#7v=-X!7?#Z<>k<&S&eSp@B*?`@A$*!`LxR$WtF%;I}K+ItdSTaWN zV36E!Xk}Ee*0k7nnjEwP0*_}8t46%N7BM$^z28E zYCCzK?tNWz(cVHyv$4Enz3kEKK#9CsG=xi|_;2Bsx*HFPS}o#i*Oay|CG|5{51w_` zuy0nE%_?MY1gC8VAPjS7hhidkMH9p6jp?>F;1)g~ca=^f4j%*ufl!L8-+dQR@c`5(WC&bD`l$D7byite>0^{LtI6KTM%7gW?*_R z%JNTe+W-ClaMg_45-buPVYa+AD7Nyjc&u# zWL2s;*H}H2=gYeqhAEQ{VKh3JYpP0VK8MoF;z3FL5l7l}8~1beAbJZIE!-}LUcYc^ zqhvv~w-U3OEt&0RaIKxy>-ew>v{rWtjeVPA{kji6QW!o?7=!C@*YyNf5Rw#O251!V zO_3-(7%a}V8L32rJjXcySsE%!oyisQ)g*Q%usWB3M{0X#)}}0);BY^S4GPRQAdRdA z-s#V6PhqI21ljv%zVI(SY#oB39cbUWuflrjbLu_B*!~S{E!?lPFC9(T|JYIPcL{-b zTNnzn35`BZn>QS@&0lgJmCJnM-;EghE@`Ab@5$HKBcK<*Z_on+V`e{rWqtCF-;Y?# z$=4SgvxKZNxx>Cabjy8n-oG-^>Rc}~#w&}NQ(TVh6bFB`Rp=Z`mw!&f&c*z}J6nQi z;n_4aMb_va=VwVRKRtVUO~W~klerroMNB4pg^1V~JGE8`g`4vvzY?{@(JO(WLIFDZ zqf(m8%m8(yNM`FRJTU%^e7H=OjNqDS(SnuZc1N;`TcteN@~-+8L2oj;Q5oXm^d?L`vLI_;jB7*Xlf88ELJ1qAl?L6Z&3T%pYGR_WRYsIM9aLCB%bOZUh!& z5rb?Pdp|xdny%Yq8fLUVH9rPu2#;E#A87b)iYPkQTIu!TVHQzRTE3fsSpr{D^w4~V zv;=l6y)zhlr&`oV%6V@R16{Jv10Hl_tU~YSvt^}oc{kct<}Oe4`^WxbhKLb^N4vN& zp0nRGN5I;@4vZMjc#oA~kynud7Cl2)!kICfR^58V_l=l`>{G{MKw0xe3yanPkJ}KY z^^juLh_|z4>bHhPtX+k7A2Pul0*IacwDA2qxjO`j1*cl0lpvkvG8O;$MDPWUA#NHD z^X+4MVNnSZ`&2RK1=9q};-bHhI~aAG>&(Tr#0;7c>K0L|!9o-T4tgZ)kgZ;(`m}Z{ z?td5Er&tZIPYf6Iuu)b71*}l^l3)Z-Z?hY`S1^?t&TlxGyX^h)xW2x6fRa-G=sAs^ z@UM3@$USdCxl>=klW%n95AjxJ6;i>RZ%verCHhs>ZF4?s1 zjo1JuuXMNSg=$QF|M**OH|uoV)NGhF2uPQJVC^E}oQvfMNvX1XXE!1$@^C7^=`XtW z`mSNHK%hu(%t7FsK!QA1t{{@_eW-`s#V1n8^B-UW7ss8X< zp_xjR-Jhos;FvzErsu_CtS@F;Xe~Gn`s4r$TstjHU|@<&fTIU zdR2)TN6-PNQD42!7{HSj5+l7FS!Ry!cVq4zPD$V3FfJ+Bl=^egA$V=}>$iM?~ zWC8XBVdAaVXM)Plyc>CO=V8&>?b;y$Z*(V2BXhlEo{LQEoQqTCsDRxC{bS>kTsc6=Y}q( zyKtMvz5_X21pGQ&tmdHeNPAx`VZw5ZnTk~~MywzM*fh%%hj?i7Cjyct{f`jgCHeMA zKN3XDAkgvn$n7afJ!c=#_5!%>wgWyBxRqZkWV0t?j4z6iAKd&wwVA_bNTuown_;`+ zmjGR33mHB-flF+fu|rR7P0c$ADso1E;rcNu5No%E!`@n z<2|2XQ&zfXV!qihF}JPUzdaFq!w{CGUUt_|olA6^Z5jmHivHzW2cVX+mOTeDBij4o z7KmlHVijz?f^x^di|*uIu{4vVZPQvuJ@?|D#H0<%l=v?2Vrssx3h~i)Bmp-@pe>Ov zDoZwPhVtFb;pOD8vU65ATGMvAX(7=N;b~ZsVr2+Nl;rH=Y^zMHv?M#s{cat!hu_(E z_1WC_rD)AR33Tczh20MSqf4G_RuA3TgbQz^y-rmkxlBCY2Xbl03H92oZ+cBF#VSqb z+jS-eMSJ?KaQm1wZO`NwG+O#ehxESX3qwLElX`3TiYZjNwz->p3<7Le0_m*k6(>RJ zMrJegoUFY5q+?d0@wEhxvi}@ce5~)g!&Z3a@-yiX8~>2w7yz!`F3c#A z8oAKC=g+{|YSlx5-ALE8Ck7Z@eX`kkl;^5S0Dg@b+gee+i-!tbur&yHLPow|y{2nh zVdYZuzhT(TRQJU8EBDL8H~xbzA&Q3GSy^K)XJ5^J=>F`I>3-Apy_VR8xcr=?gJr$Q z#h%qs=Y2_mOTIy6A>uomQo=YtDI$biH~%BX@LqF2o8PB8pQ3p3Bwli<#z6Un8^ywf z(=XM$=eT7$Yj58w?l;sUF@8oK8{>n0$xr>ka5DOIr6YM6 zf=uQMd4Fj3VmfmL<{e&JHP3YjlcGEgN|+=+NN>zbWKE8aufW_lrwS(KFGU>9i<0@a zRb>Z3a1eaF)=0iuEIv*as(f9y7sToi@NF3XF=AuU<&e4o+Vj#)~RuGc{DGrga%++a`_?{=5 zf@;xdNLOx@c^J)ghZz>W8U-Y=0T@PU9>W?gn0jB?f%xvO1hJ@CNl&*uP=kiBgo$>5 zdWD2T^=f0j#)-k7Fe?7#n}L-e9Ephr=%c?F52*{JJa_whR*x)z(g%K)44DQv?DM62 z!eTS?(c3x8LBfC&@i9>g*>M3<#kZ2Wx9axz_nH2$G0O{>3XAlxk&ZmW^ks)`H(;OJ zlZBBXC4t?UP0Rz0&lpiuNg#mdJA1Z};{y!C=Q2HtL8aciJO@^hq z4i`HGO~VmDtG6Igd@!@*h|Xaf4{(i zd6adWp{rB!mNRw49d$0}>?NJ&c%gQ8k-nd6(Z7lr><+-3amEa09$mr}Pz4k^8wcK? zn2SPw9(w+R=9N(|tihsc=6B~OaFIw%2}$f|iFGt7w{DM22NEqna;NF*7POKps7Gsg z>SP?mS|k;s-9wwh7Doe*0D=l^8lt17CK@X_};yf~6s3Vw@=6B1|LuyNJz%pHxP_$W zb%9hJi!eyie*EdBRfsg4c?=oW@z{Kl&`>&-ZX_v0u7k^}Q%%$9Xt)Qr@-(m-?5;3w zI_0Z13J`L#&g8h5tgU^hrPTEweCn^|APYNP(x2LtuZkw<IM)gY@IYg$F=h z6!7mtc9Z$LtmR0l1@F|~v@D?7N)~Z!V&D9IQ2gtO zX5z4~{?^YjRl+XkOL=ER-r1Y;@PjQN$eG*vZ$*_$;yB4!+bBGrWYQPjF4^(4FQ2&H zq2((Ol3lw-Xq{~w@h%=cp>>w;kY+P{Vi}rnDB<~16GR=J3^AX5rVE<{(3($Y~mYOr3B6D zG(NTts+t*Jv*mh%XtaxbZzCQo5V=LcnvR`dE0b#LdcOk+wCNWc3as59PH@T{57`?- z*fcP`#rgIZn8nbognV*>u+4VP8KiiCOI7xFNQvy)-c!tLym`CHy-6=~$RZ3@ovlvL zZfBLe`)-P#FmF)p7Tf!dczSD;nN#(QtA6lAU%;qArBlo0YxAna*P3n`eREK|uM&V^ zIrU&?q;xt24p{|K*Gdm=k|zC+7PLhHWV#Q#!t!Y}ESIK(1NcA2o-mMP#DsFczxX>u zL4F)Q4B}6YM}!4W{)rio7aYL)w7&Isi1!~H;w_ADuX6XQ68;SbU=6tbl;B$OGhyO# z5D$KLlHd(hIB_}3BBnydZu4wKQY8-zJft{o#je}pu54P=PJj0-cK$KfDUCpr{?Xuny$M7ESehNF zrYa?Af7HBFCmG#V!K0jJ0SSZ6xqVjtBUO8b*Y;T4)?~cxDdcYV5HyPhyrzaI=;uf2fV$3x?^~pjP%zI5RDdbg6_Zjr(Y1}-nm-uof z9Gu348)IBilMCw2JCZ%~jP`zoWzJx|F$MOLFMl6GdQ4}(ByPYJw1Imx1B{hPM`=QK z!xsVFM8R3%V>!oHf0$7!!T#|fS(~|B-OwQV1fSd;Bk;d!6-yyaWNv*Xi$X&)E&8H~Tq7w%%%t;n^8|qyZ31{T2GXET>^X2M_ z9+X+P$6ZrGa-3YDokJPR1#l$)pZF;Gk{fs|H=r`$F(z9*#RuuGd)Q3(=o8c;eLf!g z9UwKzID#+5XoX7TVfy%Rb~~V+cx)B0M4FllsKPJ^X>wwq?j+lAkz^_8+E5u9!( zLN}r@L>`ivx=Li7KX5SNc>ujcOUx2yL`E|2jOcM3nz&)`9<}*$UO)H_@(;*b;zmA-JWbMs1bQ9 z50cm^q@oZoBozl`?-EBUvIX*z9$8|`Z@XESRaK7)bdHpU)9lhfcppAu-Dl7ZgLl09R&B{OY^ zQML7cw&G-{`q|Ms$oxGHIn%Q=8j8JbJxU%VxvZ&j8Q~W+MnR-V%|Q`ia2b>>S2XPK z_DTs#K096}=?kX5){2*L3?z>!6c)4dS6lb-2pCdz{&G$cNi=Gdg;@$iFx0X?p4)`UsIn`JhXtBp!Za%5y>0|`knH%I z6`)$ucU;*%ciD->ZRIj(KZ+8h!pb;T5cbu(!Dtma${besyaofO=a)@~#QzO0nV&s% zUS&=zNwLXr&R^|QWYAnrsgy4X2W?V#Z5lz6>j2f3qb*vdl2>lFI#oRUZM>Wm%M()A7LEY!+4sRz zY=CGw+7D+S)cAVM&ryoVn9Fw7T1vdi?)moYOMiMhI} zWE&rYdE3~i@TTv1 z96!NESAg1vA)5hi_q=<=*Y1Xa{*3$I8;I$Ja)bC07XEnp4s8?9 zi^6rdC}O%&pZRw~=)S?{b1Vs+dZ=XWTR*4>tnGSTG1&GiTGdKqX6EoqZY7+i@e3vx zXA~~xNyd4LgFsHd7ttENjh;oE8?Uo;Z&a|MBM3A1DbVe+F7OD)Z|{!!yNH&Y*})=e zm-cfEl8AN)jmnuo!2n#i2Pu$sc+FQ#g=b`ITbV)_Paq`^{)j!n80LPeL)zuac#84^Y$S~#^oY2)^2{19lm!pd?^}70? z>qilRtKH5#_Y*dCy~9z`#JO+e(FfzokmuGWV}jt(v#ryDeO$t60bl*BhAztZ6;kS4 zoZ)8qPS8xFXX@Gp=d?2iT8&I{&;N}>i7H^(m9rc3t(p!{1R2E<_mG`MZ5u^-F3~ZJp;t-Tw$tD7<{uh` zp~u{9D|b3~;(l3$lAE;&`PeQj6>)z7G3%r%wyNudadL_G-@8BdHSZpZl%^+LN@&B) zXO%T?uC2ccWi1o;*Hh--PJUuglG1mJYKzu3Yaxm}x_h^jjmLSn;+xn_P*UH9R$Sz? zeY<9@0e5C|v!k*9;wA0en5&juGU3rWa0!E@u0s~xH=Xg$bl8{irsTdFthu*;F-5R^ zBw1%0Jer<}_ooGERsgpn49|-wd(Unretfd9dwd%v;!V{!d*M3UA2abm19NS=j(rY> zBERGa46czv4@Rpf8RX+G|D6S}SAN!gP`V&w91?w}5fTnD3nxKn>Z_Flj)dhLjWj>Y zpWs;t&V#tHA6Lh?I~*gDSTj9Gm&Zl^`m~)AuRs@)g___-> zzQ>1?nl+ViD>xWtxw8A>+nH4k%(@r~Pv3fn507`E(?U;+uoS|thyxSQ2eoTksqK&{7<`fQz9lFTs3Lv< z;UhM~edpbWLVEMR=|n5$@JiZ+#bWDK^pQeIuGJHm(+BJds(;RRyWaFqw0;QRfZ_Y_Vb-n0-IQO|br3FmiNxK4 zWzcEJwyXsrixAUU7u4=Ku2`aC5OKuE3a`O>AJ4E2vOT`e zZp03cm~p}L9*sl7{t2RCS&-%dWf%y_+>torzxJW!Y%$rFUZhVL%uYfbtf{YwI1X-( zcxAl>T?Rj-xHLY3F`hZK928xAegyEO(kG=FiPQ*X9h7`HCGQw2&s8J0dwg%-zf5=l zsj<+q1Cht)9g-anXe&X42(Dl+tPa8sauklX7fqQHkg=FhXW2hLd*Npr*r1F_@tb~1 zRC!Q>PSl}vA{aO}6?*8X-VFBh)i4NIvtZb#<~@6ske&-jOR}oFH)LvncQmgI)uN}f z;w=#WD>b7RYuxw^{S8y0R}0aY+bG*ex5Ol`HtIHi9_r8|d<>EBVg z{(pEBr<8Ff%nxFGQ6v}P;K#q2jySXvO!R1&TPa{`XkEM%($A0FCeshA8$1s^}xsP8Zs2-@}+)K_60)c!n>YKaxd1gEO_gz#y;GgUyk7nhceTtBo)LML?5 zId82O7DN#i!u>APxclS}_kUQ{w_z95B{+$m8F!+Ge-)!uDO(4~aX$vkG_!R)S(7TK3;so%nbG|q|SG_PZN(ME=+ zkW!F0SchLfq~6i4Ioj4EVUu)Th*a62EhM^-D$b#nbX7xECS#q29;AEP>?uN2*>ecm&JG&60%~EvElcwf~eiK=X}RDgmNrL17N^H&wovMRt1%d8(GfFCNiW9K?S3Brfd`YlOc!|_^4lfnSK7aRf z6sVC+=EaKHBmw313%CRQQvbXFJ8A&30%O)e)<6QUW`>F5uoZmT*$N7hcx^M3HdcCge zxh??)<)Zklb5Y02bBL(r8FZI%r$cl;BKT{#@@rr@3{zgrMM}GKHsCjRc_Y|Vj+nl`eSEc`eXTJs8UHT1*DrNZes$a$5#j1FYQpQoWrzF`wkXL? z_r4$Ou(;3MyCFSHmxLXP$v=^Dr7fi$F|G+eQ!bF1R8j^_!6gc{@I+jsXfu#V-#sCuc~;3U1y8p>)UW}-tMi~!@s7eH9AADplda+6rzziz2B z|J~7iG=J8$&|(%blc0sPqa7UChU*#6f2v!EPfKfw#=rolfMAZ-}U?N7v<0 z>cXn=I{fI8DhxW8k1MH0eUVal*;PVM=Ji7gVf55fuGA}oS~9uC2u|fQOHKL~0Rs!| zoc|zJQua0N-N?Xf!SN8ZwVf=&=a;+J!MZ?~w%oAfc6$Nq-%=*W5Sicm%^tzjJLbGc zR7K%y9;B%v+BcL+jGI)8|nnK(}ma; zIqo{u6}P+_il218w5GHwG(0*odQZxCUikiokBwx)DWYlA!MiLkx1{)9{61b?wM#}_ z`0UhO^dT|~1b!PS?U&^cO*06*BCq(!oTpJHvy5BWS0ZmuDf^Exs`(sH5>>bxnELYq!nazl z8OaOJnH!PIfd%q2vX4E{{9`&Q&NlqmuEU;xR%oM8-evm5Qw({+!5xL`pPzr?3BA!$ zo=P0-Y{ZL8Kejpv^LCRvC*~e6nqZ?|&eA{FS-{@VLRhSL>}DqB63t5I{}9@0Y<|Ow zDzArc2S2y=S<(6Wyr>#QezMm|w9VO0mc?mgaeei9t;mLxyq@K?@!#9Rx>#<%DH)#D z7GCH%31yAj6=ZQ3J)Xyx7E|vmXw!Y)@Obz7T-^H``8E5)S9PCs{;fa``H4OS5 zd`D*FCf=9OM{gjIh+F-*rgJ3bZnpaS$9Gik;ymyHEvk*i7^ThR)*wGS{(wZyq+{Hv z`BsJeB(-PoP>|V`Ym}7yMS0d}(l!LIy6(@~>)=1@^jri(YfsMjhLl5{#@xo?S|Mf2+}u)@x{_ z>VEHT%?TTR3?&um=+W>w7(Zx3kK~sSKMmJT+pa!S`q!rOF7}G)nOb~A8*Z;yG0G** zwKcy9_xPFoi2jqUQS0QiF1mqCohUB7q0F&Sr(E4j6QQY;R4&e|rr+Ui zp3~_m{RxO%aED1tTe{+efHDea?#(vQIX3i*I4RDjsUHm5IL-5=~JZoP0_qdg3 zH0exe@$<6k=xMpml{i-~@c#LSZ5}s_a}3P>wzbf-AoG|tOtOU8xes`UOJ*WY<9fwv z`GdGQ)i$LQMm=UM%OczR#qy6U=S^wqI@P&aM!vi`a4C)7x+tl(m>=<}d3F(P`}rk? zSo8IJ2ge{!AGkT)tWUZ_{!caHH~ioVp{CI#vcj~IxfeEruUp;N0fztGoEHVA*gWye z{}0VVU=jou;-i>3|DWCVO(3$z`PoeNNs9kfsr==Okgj7ALjFic4nz9~vN7fr#M}U! zROK+KQ~HJ{<35`$_ROs-JSiR_Hva~h`2`}#A^YH)&4G|ql~nxrmil`lZtbm$;pQ9k zh)@xb-G8QqM(`-E3>x;Yjh`G(OUC-ZboPsEqFQ_EkBbMoD4Y++wGX{1-S(3xy_RV zxyeC0&2uWRwTE$&%?O+aL9T#mp5KE5NZnEIbj8^k3=ciW$(8-{U$qt0wNZX2Bf4*= zV0ZtxLW(tz|Mr=!SD@%eXW=T++9$9@k9aS{PWjx4T>KM96v_ZNivwy`Uwrfx?$Hah^xxKY<`HWsXGf7D$B?fq%H_jcF)M-wi!_R7cV2k6wsKv8*X;v+o1# zLpM;~O8^V-DU+w{fnc=jL~`{VyT9^OlI%+|M8`HX1rxCE15v#M?@#lVl>@pS(aq)Q zbqtpL2?>GrJ03U$EV<{c(f^t`Dc@4go>E>_%EGDLo&}qnjuq~3ZHa)qf@z(2x*u2l zZvr`OcHKrzpv_Ff?|K|qhab(7g<}2sR|8M0iR?i0n$)_dF&cG2;fnawi@zq!k&ks0 z9o6uO*#6D#xuYmO~K_GH_rj0%ykzC;c@JIj;gpdrVWP1g9V# zPA_tg;dcNmrSG!}2@FR~b};J(k#UC@=nUr8M_ft=K=O6PcJ0goALsV7 z@KJs=2q^S4N_A~gDuDZQ+e4^xzaWUshff*P>+VGGHaxAh<@n&Z#LfAL+qiqq!W(di z&jn~_W!wKIdh8dk_;U%~b@`cMftL0FlTro8pmvRUaDe75&FJYF(W{($wzDnzw_dDI z>i@(&w4$Fs#tF`RL^Cf-u&2**F{>Z=6&O*$j6 zTbmQNzX2~~>zjkb>rD3*{#oxPuA$W)C%ukZ6`&s_MOMb*L?)Hw0$DZBs27w_U38tE zKUmUS+ara1e}!cZliH{N`(I{x_J8;$EokJF>+ZoxXXAOd=YM>0_xo05C^4P7hU6hYx@(mtl9Cz+EaVGIIE%UW`U#6_@kJc)W%Bi{Mh@`i1Ij?6U z1|fmG;ImZpf$VFlHA1BijlutN#%e3MiXxd$fe^n1EgEq@Fn%u|J|gos|r zuPgY18LNkIE58|--^ciM8G=h;nn#flWiQr{G4CC4(fl1p#M7mWtOfz z%bYJ7rtZQhny$=`vCgm=?HeokUm3wAs$j^3I7uEe3KBc91|kuN=YT&bAkv(7`Tq9Q zhoPJnn2_baRfgXrL-aL|;aB-5YM$s3pa=V_j{>;o$1;k5jZlQURf&4ph(^e%`}wn+ zw7NST^m?(h2&4DE-o$?Y=MTk>a~zTZceM8I?zn3Mz(bF;G0u7P#Z~#XTT2K*a>RE)_tLe72%zH01>9%>#@u2R;U(-K-HQ)a5 zrM&lf#&){+>C_4T2kU#E-3|2M(m*#qET2RlKynjc*E}r`WKPyys@%W3{h9P!a++FC z>n<50k(F<{V)ZFB-BhJm-+6Mr9PmZ)>kZB4hK(fJS8(1GlneK&u}dXg#kX%cr@nd6 zcKcbA$d>^d!Ev+G?zPhu!&&5>9$^|==CHYX3Ye0_w~xoKW`j) z#QrBa%@f@--EV_0GvrnfDkYYFC{1vw?Nr^Mom2mA7h|u46M1a&$2j{+&hpKQC7C#{ zRc#iB^+SaUJe#P(z_(t?=T{o0HlMFg!YfM7jY?e>pyIjvJ63xZQJDhBh>azQcb5OiyG!HASnx6k7I5+e2l(cV1M*cJ zMDAHrc#fZVM;ra}uNR@?N0_mlf;KbOcU@Es$6w=9oK^R6;M&xzd!#-%6g$y<4#4Co zGd#_P0XCEqi^H|bZkbhWHSvE423o(5O!$|2FTy6HcQ}g2Bk22{bdA({1lzrhFEDA7 zE0|{oO&ERR!TNW$fn1yX{|k0U`N(G=<2=__0Vno!0XM;n9|h zq2@ruWO%~y?rl~MoY+V?PO4(?+PbAh>@&Wz*(r%w`CHP4DbhYz zAbyRk_*Puccw?LX4NruV$0Os<=CS>6WumDR{koW=?;*6c0Pr1MuG`c!KYJ3ck7t944p#3u%6xBx)*M-&cAmit~^@zFs);k4|hF0{x?EFuxZ24aM z&9;8@8Xi~V(5EjDOv8h}OvAgB(o1b9Vr;O(H+X0~x8@y|V6L1AXqX)#39%1EI;^nt z5ea7KS3=ekV$_|*Do_w;;rkGS+6T2wF2qo%Ra>efGG-y7O93J^lG){;W%z#(45ma6 zp*AuB7wO&~f`L)XT0i%{r{*D0YP5L`E@2XtE1~s{Lvm3XoH0VBzXKH_i0S+Fi0*m{ z-m*EujD6;Qp5aHY_u%??xpa=XYHS3FEOR8uv8m&*Gt>Rh#=ZC5Hnm}!(=2=A`Sib5 zWS3-*^v;q30dE==9EQv^0r9|MEr=gVfa>o)EcTx-Mnc8r<@vJeAieemPC%pQam8_4 zl!sh2rNtKz_UO6+KAUSl-@c5o3B&zR2b%%hY9os3wyP5y2D$Mo;1NDq4!{nF$eGJ) za@_@1f+pz~2zmN|qP3;O{L%3)31%g_kr~`p2o_i77yRAv%w?Jhyf(40;q)Q$$RQIU z7BEO{2*I_?s=R07|44X{TF?Y0Zxtdmsynh(gbT*fYWpa?>=0c-cF%9c8EAw(7=W-Q zT>lv<-A%@VV36Z+!OLT1Hy)>oQUoD91vU2D6|Dc^4IX&iOu|9_M0o8c(dO>n)oXn8 zmG&aL&*~hP!c}?kW{nyjBhn@QWexh3;#+?uP%aFhpQZc%0#;pL3nWi-OjudNP-qhD zHvnO<{$o{g9g7f?3qB*`Hs%uF+g&7# z76`Vx1XT|+cF^-xD9sr`9OqBBs2REnuCWAoUXlv*Kw8-zcY}V9W8b6?f|!0l!f6`+ z!Y6*~_7qjY#~NIyH4=WvYEpVto^U<8yk!oXO3O!s*H;J7YrT&^qwxED@S4SRef8Xu z9H6;Bpddoz$FNw$pH~xlBGCUd5Si{hKNczEl z1r<4jaNsKafPLB4W4wI=R07LJ@Xom=?wmig-L07i3u@lo)kg{d_dn1Elakr(<-d6b zengV+&`8y*X6x={e<=-?E*8guAk6w*b%WlCcp(sh2ojm`gDb$5|mwcb8qX)v2~j#Zz4o9&-i;SH#$_-}R*bjY=# zcZ|(HPPnChOU|2B{HU_6m}YKA-}R>~Rn#4r6uH>Az|>9V$r7h>R!ulSrdxxEG+zGD zKIJZG0(uBDl>s%w!w#@{GQmQZEdrj(U|jkYd*%+aGWolypMLpnBcZBV;LLaR#XxH2+v896b;Wb=^%yFwkIYPy zgXy@iDDgbf+NnV2wB_PP@&7Pq>(*n6%J$bCqu_+BYTzrw$$#U9pnB?(H;N34T=?Tr znljQF&}?Vv8WN!jKOCVRvIvw7L7}iH>FCt6rgrvTiz~pm;hg4wInf!4{~>5ByLM=8 zz*A5fXrIf^Tn;}LD-Q=fF|);!2*Wd1%kT(l^wByT>0C3f-22iQem0I@Kyz(l7(-@0 z-EEnSr{YS7as1P>>LEGqJDVS%tIfl5CG&kv1={pJ*nWm^POBx7q|1?b4#f?pW93I#vt z=mBc0(rsL&###%{M=;mk*g=L-_-g%qq4py{LP5@JAWXCvR#76RiieTUKM_&(X-#H?)P)%kMAwIPGQy)-Z2w z%kN(|3{hxr^VMm;ibnEI=R<|Q`U+?Po^X{8ySy^?uyPd2sKFJyDCSh>iV=C2T{+{- zeDFb>0{J(}GB(^3i>9u(gGQz>KGisj4QTVwy(&U}qE2FK{`_7JG@wl3r*Cw$I)5LU55f`-&$o8pYg!_(QSoNr2`YqYB(pZZ$&Ehq7b3z5)UiztxkJzR4EqZIHwXs`6l$wFUdo@Sq5NCdY=?0$=7=has8e4F40odMvH& zx$kQ-QTKf=0(qIBJCP*P`*&)Eh6hzeuDZV2h4pFlbM2?TB-p$s1e0v}8D(kouZga= zEG23?9eg4hV7)5*n9BLYV|hN3uF3BrT|(vra%J~;2Vj+Jy5mXyD*@p!ZPp774tc9z zg`GxHbQHB!#Z^SXIkMAo#VhdghUQCLWj@_3N&L=h@@)}_*&RKw!u5CKZ1dMIx#@lS z&#(}LNW7a7I(ftW$#rwHorX8%iXC641sXP9+Mi2?a@3Ydypp?%V*&>9tpA5SAlJvsdhBO;-#Oun*1yfLE#^;RjNV!^N z{H@&%LOlg%HODZu$1~1UBBF}Mvx{lc38Lg1GD5#XfWSlwsL(bJxOpzee$l;Awnm`f zDCyHDNF6SKcI&7KN{9BEev>^a<8)ICwMiG95ZWQ@XxQDHJ6@lxEroeVoj5FVr_#2U_FWO#=Nhe-l`c#>0_u}KO+F&3%aK@NN_1r8I1lOW?@*ZuJY4o)M#> zB1uZ%`iv^!I0hn|WWI+P->t4cKAI4B06~P`NXf$tvqGkVg2z}1x4x%a%-Br7 z<(E9>CeL?UiI}gh$YCzhYY~&&LZi?Sd*zSsJJx@Zv4=cIQiysW1Mc%mv?B5XwyEmKD%G1yN-{I=J)fGdE&kQS5Kb9fu{+lY)vCc z=1bv|v5ie5xEF8kJ?pf8pieKx?%j$@sQtv?EltynNZAA5_|2k_z@@Ok0;H%PeujTQA)`CKJUQMm4SYPd^tjB2S!3~WF+WE;*H7A28==_A!x^1q+Kg^m{68TC|A zmRJL+k&vd1KV+|**;+JkOMjob*KcQ$tu~f&Om8GI^4r<>uzd(I*u5BO{yh=fRvT@8 z&fku0({K-c=RG|Siyu2NH)&KZVeH@OdQM<3r07tDj-rVfr4rcys!#jzMlX%M$ z_l$0mHZzs}=X4O?}{o>~q>*Rc%I#*oKtcRdCfcx>UG` z>9l}|V7S6W(Q>4SOn&U(LCnFnKKt<4>4-K~o&7vANOzu77DMIR%WenxW*|F|j%)*f zR+F-_3Ph%Zki;Ap+UT^VHq$}uTx&O*wktQh2xB9{S&%%lQ7{;!VKVa3q3LQko=C#HDkLzF&^VMpi>U$$ zCu>0Xr>Qxw4`+(F?R|x@Rw9S{vbS&CZG@Jj3e*VltV7AA5(Cg=WCE5x1l8~d#NZOF zNust+#C$Bv+A^zQ7&j&Kd>MzW-Lh1xk9Yd^x^z=3F=`N*NrUr-97Jr>RbBlI_^ATK z(2RCc`e=Ay4FQ7pPA2U7XDeXmCE82>DBuRJ8<(hNqig>FrE32k5vz(X z4y+=oFhd2e|GrYe^Ojo&H;7B$V0vuXdj_NgBk`z#2m^B^=^ z1zI6Y+eEv2{72vGMi=aq$mdrNRd&?$rS?|G^iX6f(DwOPOG3iQi^)*x_H1@x1zJ*Ov% zzo}49DNSw zqV8EufT_Z`kM>r#T|`9jG`8`51YyJ%b(dPvorHtGtEvDktg1NfSV-{_px#{K5o;_P z;RX8rjKU`apFV?(y~LJ52^Hd){6}R14x#J~koAoaW(BaJ$UI%hIUG9GPpV(;wml@@ z%X#oN5whEQH@*<8;-Fq-WM<6hMtX#L8zl``qeZ7}UP22diUoc6UUMJVHnf=0AGak}E2IeCT@p&z28owJ0-MpVMHH znu@d#*2+d|a>-u(@_-7YQCrl(b|J$ezRvnj;1b3kQLzFWBe7j-u1~|f=fX#-23#Q9ofz7=QHft!jSvoShPBPsXRFx9J##E}<^sALb{pjCybdv10!2lG+6LK|=nb zqq&MC8j)X7i{1+&g3F@arwgBOY7`KhlW!Ev=M`mp87ba;P_}Q7x&t!beU4A*C>gWK*M!iA_7w>#;o@1%qzBm23aFl0NnmckxEzx+cL6FNK*qdm9H8p{S5+f3XXJk_IEK?@3!8HxLIugv$FIE=Z#LaNl=7 zn$`Ayr+>>xqRTfD$t=pR;c>{mT8K&{zAxVm4Q>{~nhpPr+cosu70X(?KW%Jkdr3-o zc|@dR>2w-{p2l?J-}1lLH#r{u#o}C_Nm@h%4>pDT-_qX(moAk>y65!n_t5>RTs{gQ z`=~D5)qWdccP1 z{X&O#ysLRUG%czrZTdca0FS%!iR1~L4raF|Hc6aX%zxhz=nrd3X2wc>QMgLqB<(!q zwY?Hf9cT1*k^|W;Vg;b`@fd|yc9*`t);sH>p1!HZIP;(ISs8g9&sAyU4-6YqY7Cw{>J5p-`h)5RM-yssP+;bRM|3wSna4~yZgcP@orC;KEPJFG`)|MSY5U?H{L_K_b5r=s zK>0w6bd~=UzvUp5Lv)ET+)|cwCNnnt_wmx3TvIUz6>=_-@xT~j#?GaX^ z?Ay^TyM`a}r$RxeuLNaQCQLH<#fZ=B1JLF&S%};cy~Dt5&ayzj>chUIi$C-_Jz%Q# z5qapyuGgHB-l4EV9wxN4ug7>)rky{OhSA`taQDAYMwuM#yN7ws-uG~?`+-k7nqx?X zYsXIqh=Y>(Sb6G9h!hwECUY%2Ml1`_=0B>`ngG$9_|rOjx-Gz(<450-%puYqt!2gC z_gNtoIr)ZVT?x1+{HkFe{O(EP^Lbr{yr`k9yBNAU zRkEB9ei^7#VxCE$G?4*uwCF5%Xa9nY)q=w%aA}4 za^0cDCF2e>9Z2gZL;)N~;ML7XT}28Xe@-r;#oItRmk${zgv|TsIHauu>JU6a-(|&k zt7gb2cCN!VRoR1jvzKn^Peq9&*-8#=Qt>X^hQ1XKx+pySZ&3BIuom9+H- zc_AY1gaAGp80og@9&wr+2?xIu^oj)A4IZs`(D~GdvVHlt>?&8=!Vbnwf@b3SY=0cn z)$}`V{?275&62U9v)mM%rnp8H5bMy`rpwg*2^mT0YN+4&0N@qV4lw_kINo`EEPE;_9)KCE%=qF5&NV0qol@&cED?yLu(sY7t2 zN_w8VXoyV+v?8B-_aSgXQp1A4lyCEUM|+6#Tg?a|Ff9)xTNXX<`XLErHddQ^hM-Xt z-zrchn~6ez2fw%)vXBbF>Uef?&W264Kn{Ii7c(Rf!6lYcGR6E)k@gi)|HBP##>U4S zA)&d9&&Ey8>9^-!y}3i0B<>^j5F733?d!*zJN~<~AXSDcpTZ-%6lojv$I)PW7CizB9P-WU z6?!5>XhMRuoA; zULuKpQ#rNxiFdQ-u`B&5pz)i}{0nx=>3tfZ`kAG(|DacGc|-hR(v*aZSFH*y>@8X; zdm?p6Z1bvr7F2sS_3&QeJ7=g?BjALtLtrD_&OGHK{`>= zv${5z8Jfs(q^TD@XKPC@^P&_{^`-r%>Z>IWNT!o{{fT_~)h*<^A`}v<7)r=jE`f0Q zR!K}_v<9?pz4_xWemjPYC?g(=Q~|VJD(`a+VRPLj- zCu{cYe0-g;`DNTutGbkS!^qHOpo!)e0WioL)%A$NM>pt>^fktP{Imf8dQMoauJaiXN z5tHNz#^N{EaKIC)xM@Ib7rRQ<)Y$h+|R$T<^!~@!${f zgc{_v7M1lFQ!N$|yupMg6Mu{RI0j^_`{s8I1N|x*lMU@&5%-Jrfs)UEBKnr(mYG#= zA%S@B{ge!LuV53WWJfJNr6;HA6f>hskrN%F`lgSen*2Nw*69^XcXXK0vYVAPKoQMT zc;Wn1T(ie_rMrJ1K>hM=F-=idq}EfBZhhvrQ+O9%Oi5U#+~^3v&VGfoPSIJ1(;2f9 z6RFTSO2cB%m?Y7t?x!IIjh&S)tqA-UUd^FMOq=A`R3Yiuw#XRsSrW2MI$J*7qOLbu zR>~U~Y-BG@_apB=EWmz=HNP;S({AV%! z53Kp;r&e@$5GK*h)nxv>3juom`CoW#(9^EJ(Aqz+-rt|}QDFPA@lBix*H71#`SD_J zX7u7j#&{=0#pzovO;$iQv;WgpvxRZ1$x7cIDP1>_TL{`)lp-yh> z7>*-%)GPYm1H{Df`${RMDZzyqY z0Q#bG0OVjElyInzcyk(|*i85MdDn8bS@fMvrQrQ-$an6%f0zCm%u7ugKF|nrg*Nfq&3@oaD9+?Y_W48oFN#XeS0iZR%ROui32viTZuz#vkLG&G^O2 zS1JW$3u%zshTd{+TWucB08;2}i=R9DI*Td5uEFo(n#_S_pZ;$VK^u0o@P;3Re=oXU zE25vUFY@ojig1D`0<90Ou+Odm3$hUNl=VJH-v(CcrE{eh4!;( zi>1Nf$=W`Rr_lsRj-!^QnZr4VBJg!yXBtD6U@-A*9R(V%eS#ILJBFy!;NVX20rzSO ziTKwUQ0a7GvwX|UaM!j^cU{2JSfz1arJJaCW@8gM!vE-8cN03B1i;Ry^KRNJV6fkEZiANaHbkGG22PM$HJ<)XZ*bhvi1{GI#0}-b4@+EB?>( z#DF}nJw_pyw~%>@wW_SE`DDFte?;3(6+pYOC9)9{)^e4q!_D!I5mBARu@BE#BGMo% z!e3h;VFMr)dny30mUvm;c1KjZ&1igvYG@DzPej6=^Kv1Avu*|eOV_Qv?_$%OQ{tcxKs33qne61mEZ0IJvj_pI zEHZW~b*+%-Q!~KmVlXOqVWnaGwzYsr{CfmXx;X?Zoq4u0(ZuW6(l=Cml9H=jX#<#_ zxK82ipRQKIQQ{vcn0usEiq7_H29nps@ycdmBpy5KL>cuZct{Wy(rqKC5&To& za^DuMnQCvxX&18o5rk|i13BpiK_~GK#pdxWikO19FJTvB({X)fHww_b>y=a2+9-};9^vVfSqA`EsXIE@v&*WFQD_#w* z?G+JNRZtrLYRH1hvyqxck#$Pyg-OgSPq_gUSBGBB@EfU&ol+tvNbQisI z6wWAlH@G6wxd0~cWk7dEQ1k$V_bhc_kbU-cdNflXGVlUeC?IRC->;5WuS|K-Xdmja z!P=unlRn}a&jp;qmjYV3ZY%K{UkR>^2y)#G$1KN+_`U9KVtE>vrtZr>#*($40z~P6VzI z`ZmqW+OvlOV$RJ9>3n(`uE{-DX1KzF4zD%JOv(9m|3rOLl!mdhl2HBwwI~qd&x1~@ zOMrjXInbRrHa}C-uy_x`|3$6t5v)BWB-(<}CUK+KM*Vz5vetaYaAf+TG1r147qvn1+OX<7?{I8wD9KAA^G9xV7G#mH#N} zgpcf%H2KK$Mc{GJ8w@tiVg;qUzzLpIoHVw+zLuZ9JZBUNtS!DXskYVc)xiLUL?hgi z!(@BSd;(GOpYzEXnmANK2^`-FegS!w3o|LW(=;sV8;1r|3I@ej9~QZUs6|;R`3r`9 zLh?O#N4x%eh{Z&1gTOU3|0> zwSO01B+A%#6rFj0->=m>R664jD~5M=zCav*ykk(gz!|Y~k}GER-dy^N_5&*6hx&?L z9`%k2@jR-@yNH`zbCPIg3({I7gu^v*Sod#Yhq9Ppt(;kIulVk5?4rJTmCGmjA(uSy z(f#UquV*uxk&YV9h1dNRj7%Ay?!u~wF;+Qi<6N&PuQ5u|`&mzfgo+j5aT~KFW9IhA?Hl*T{<1p%t-fjV5KQ)? zqg;po{*wQx&THv`2A`UE-d_7>Y5m{&TtW#^$K~xbWIJqPMHEcfQ#`aK+OCN3+!fAR zY_i)r&}m$x-y5eQQ&av^`Im(N_IqHjsF7P1Gz8Gu`Z$XA)l&M&J+Y3H+HEpzNdwMx zfGv-h$1kYDgo=~y#8a8j`c!q-a?H-YaBzt5eBlu7a$IEZ5WboG2^73>;jN`U=w1g@ zza*d7=ledg_Y*nUc_ll0D0aHscHkuU1O1qHcJ8~iQc|u~PyWWM%0I_}{{VHK&LZ!j5jK zWL!ZY!4Q|5vfA82qhYc+V(~ps-J?FGcC#)-G#jD^bK)7?y}^A%wgS-$_QI`%V+cMy z?S*t_=h~hdYPB1|_MTSTb;a?vComPxe5%eN&}((&^BZZfZ$J2GOFIDU)UoSlM1*Wu zZ}1*NVx4P?_%1tCrKu2JB8M2<5=+df`+0BOh5d`=28S{N_HD6)`9ty$dzA4+*R2yD zou%&()YaFI(uG}aOO61s>1ted|Cg~EN%NjteoyuPoDDUZ%JMq%jda|wZ#i_yC+a$( zgzxc>SSNrzItQD3ep>*>&{fVxiIsu$70dE|4XAMuP=F*~fK5|{*?=-3vyy_^7u(c( zxAy7{zNbB@Nz#*g(<<+bh(q4Fj-?aFdwrflV^6kjt>7`u_8yrZ<_1u&R9eSw|JMG7 zodlBy2)Hw%Zt0jOj&s-pkkSk|8G{J8t+eGrC{@tG|CQ2QjbSJD(@IlZ0f*fM*>=BE z@EA(j|HMnf& zLB;td4=Mug&9i$!e`_Z}L|slw#AC+no_l-H|5zsE+VpL$Ig4hQqL7bHN=;VBXU^h>1o_WK(l zXUh|~kVg!JHVYlk|Lx^$D*==p&X7d8Fh7U<3v;kSTHi#$)7Ww&y|#x;I+uM24MPr` z@DK)QI$;0fsvQ$BNx zU~kTbk|_=W?}FGn2Q(1RFWc!YUuSWoYkADgDjleNiX-DUZ5*?~TXJ0a(mz94rVObd z$q4ZPNUMLHHg;UUT4)2om73#w%j1y)K(jt?f)adRX%nXCBqQ1mkkRdw&=*)$9&9dT zQG_^Rg*>)B0~|I|tN7N{SWgjE7FAyQ9%UD4NkGf7XV2v>X$XbVz=9!#xRzC#O`C=D} zogn%OYe4Wtwjk|e5|xcKp$O6?RpFH%ynMFYeo?OS{h$)Gr={b<7b7)D1<|7L(&snv z<>d=QdK3sCFge>o88SVW!Z1^3Z{M!>Rsas9BEpO z-K;XH3vm8Fc2QCYuU|I@NWLvJfz_^RsnT-b{tF)?u~-$Pi?W4ITaTov31DR&qBg-m zg9Ii;;^d2pN@=Rteo-AkwYTZd0vlsY94Fu>4AI5%c>t zl%LwU4yMNpe~MT^d;ob+wi0}XS$@Bg+utb7Ioq>+-J7g_b6`DN|Cl>#x*>G=i(JmF ztae$2H_T!DMJ>fD(pWw}?`B;k3DqdYu9AJSatb}o_x(hI41&b2{i?RN$H}v7dtWGrcOIlB32Fy3i!gZ?^ZE4vY zvtW`ffOTaUrb3>;vp!CN+>63)slqsS0BwZ&Pi>{A635NHE1#KVwZ#e#ii}4W#;FwR z8xP0BNm2)tJwgS1!+2c7=Eyz>kS;KI1hsy<`W_%3 zBzaButvJ|pl!fautf4a*7mB)v5~(fHN2{4T-yYTT0a&kHawFEM}pHZN#9_cvwM)x4fIiw>CCL?^!&rEj8y%2CksfZ(rk678%4>(uIU?@k__wVXO*QQE!361kJN~~D zFt1=-*sf~t6Ewfn z!Hzg8>`tj>U|<{?ag|&RQ>3pcmH8GyCHJWJulg)j3Yu{Jm#OcHFmMy%P|?V-t54<( z{41I)O}-@$M+$3KdipYrQ!C)(w8ua<2n%ISHRVN*#UNx4rHu9sH5X6#ygzPlnxoh*>revlT-J5T+W@mVem_#7 z1oJCe;Z^^8$4@C$F*S_q{18S~N_`xf=(3&U?-sen?Rx>vVUUrwf+v6~)ZRRX`7)=c zK(y%lZ~2$Fjut{W$lnc`1jPI=cVm2Z-1VU2@{PumFWSZt&@!+IQl#}1loX@7BL*>g zlyu})-F$7>V+gs6>m2TtL(RHiBOFV`%r90>FZ?}8(@hsU@4sMh^Z!7?F+PxTw}X%# z1c0=t@k43o?#IZk{O%VSkLSHbf7=G3{f4=B`=Mq*WC>1n3X5+_pH|;$iPy))OUMd} zxFN3jI?5p`baqVns_pd7j2{|>5i+44<_LN&`8E&!OupYs!XHDPhTJ&2JW%=l2#Y6B zNdCfL_NUTsy@{y(%^yzHEk=uI%c^ybX#J)r;QL1L7{9_L%)MZ-BPQ$%>k}iH<6!RM zHSJs{>C7~ebdYh`wYMXg5NOD-VvO++PiC3>JJ&%Ie2eRZuI8Fi6c4>M!!1GoudT9# zgFbu)RCGknsCXy{CBZZL{&i2tU=>WSnc2ZB6)*FaAP9(H9QheVc{gr4&zU&;pz(O{ z*mK}z-&+>XVZ)ebo;WSPz6is_GI73H$HZyA-OQLKGf7j=laW%NjkA+YFB;pb84*{b zEj*HEG2`P{dq@J2cuFM_AEbU5J+O}mQU^D4;wauJ8y8ONy~$a8Yp1 zO)98eesI?2AJ+WwslnDdj@!8b`nW-E zFdHwC3#!~z#OYuDRB&mJheSaqOdoG#y-1a}sH!iI+Gtj0jefM?wS2C#S`X6dmk)oT zk?pjgoNp>>STwsW{cWV?P*JZF5jqBjw>4Q1CVb$#8Qq`E@^zgL>sFxEwMf)o< z?desU2kmWwQ|}FI!im?a{oATY!Z$OEtZ;%qsqEFuibWF2h+RvBPxb>y`dxbA6MD_| zlc$9%Bk(z1Oz|=oaY>W!>@o@Ttn_)%wn)cvzC2<2D-^IxVCJVl!>4xPSBfM>GL z9|nOD57n4v{m0;dLF~64;&sr(JOYpJO_-b6IQtu9+~yEm9`>VaW_0Xr4S>v)<&;CO?&OXn*f84+Jv$qfK#hi1^?-=iR-_MW+ z1ERxog+&RZs>aZ+UGyeW&OR;a7THNe^{-y1KRhOH9`+u_#t}#vkREeEn;A0*XyWyW zpD-lL1hcf)h73=no5H7$d%{`PZ4P}7%)98z(%J7mS$y0a1y_{Xi>utqTBope-c#<2 zFiT~Eb1AL*`kDqdOHjR4OZ%~vpvipNUq^w=5ery3k9O?K;s|)6A;S9-)Nvg^R2!Uc z#oh*Iv&7?@JQVite_OO;_|H8AoMf}ed{^oVR9ly)ogTfQXA-xP;~CeDJnfUJ1uy!q zc2V97+C}YjWm?14gUmkd6p^0nu{`zUF7ao@pDk44*SpTO4ZOO}_C~eguL+Uw)Sn3v zV_qAIs@##lMg*_179_3mBvI~Zq=mk>z;(zuT0`q8=(cd90Fu{2_l9EGx+?9jk5avR zcodcE>G|@wop`ByCeVR`^7nH&LyhLVA3fWp$&-Z|_WdtbYft7MBX2l4JAf#$G1lAy z6GIzlxo<#3y7EjVC=##97k>SQrn%5nQE8_&jJ$;cQ{kAdh)IWlh)GH#idHBKx@VfJ zc9(+8?z)wOK{XLJ*3(Kp5QLs824w(pCV=F2gQ96ma8(O*1j4tPdBrs}=llS;x!+ zN$)GyDcIWgj($%r5PYg}ELesm>pexd4pZ<@TH<@aJ=MOX(saFs+QWoFHF1=!g3^dIQ6{1upo2n#;A31aJ{jwU1%HJH3FbMVr<8 zOLzB=wkP3=4j+4=#vkAC6)(f^Bzl3zpMTH164jyq<<)u4#u=E{4@DjGDHzak&@iSm z18N;u#E-vgyCXTYQ^kb(i*Kg~;oZr?DkYf-A3M@m^aFotpOxYu_upqW^K;ahtyz&< z^oV7x?Ly2N?E+BL;@y`+`*~nyP+{ADS??uWmKVWcDAzYXKV*(8Z`5dVsItU%pA+u< zUVI883{5DCX3w}j;8*Zw-)kT)Pd~9(`$&C2MEL{d7%sbW2gigG{PA-_&1+vC=8l|; z+mn>b#}_}gVimu1{mR=wx9$Ey{XD?8matBG?}vFDI=pw^6e!{o{+ExdqElv_#ci)h z5C97_ORxFBDpdFc49b!_4g@?|b-_gU*;#aQrWsE@GWk1EPUiR2&5vz}r_Bj0NN-`( z;+6PKoTF3`pkc-~N+-cLg%<(+GumBnCp{)JGrn>uxP*|}VG>%O&1&CtN$;f122JXf zDbU7dCLQ)?i%%n+dU#fq%9`b|$nat0aVaN;Nji;~o3`ic=Yh%^EY39=qHb4aeuN~a z!vgR0&A-kDW-pYTeB;OW>Lk*Y(GsmYFH(NFUy{h}IG`OIU$Z`yqnum3*EZmo9v+DQPVJy|8n1emaVl@i4>-|!%I*d_o`!!P|fo@zC z;p@UjX?DKlz?hRpF#C~0lv`3Q~e4mFHAoI9^q3KjLwi)ri_zg`dLSw`+1wgSG#v z_5$Wm!fShR_pH_(pNDeOXBuaaHcLaL^y_q#lA55y&9YCRB&Ym|60K|kBU`h1i1{<6 zir!bU^4Q)7KGZ#5k8+CFQVJB$E=zFt6BrH|w1^R+$f#`-QKN_A;pkpTe*b8%td81AGPol9W z0!>)6BWgRp#u8rv;l&=qfXr0Vz(V~-3&3DrOt-BD?cE zF@eTM89407`UWI$ZJCUEB^(&#)o|5xC>7<0XJmIglZni=m!+2uPOg)DJ7@W2gJajK z+4YUW`9}87n&yMZQ|1~9p1Wm>e5>w8pC$@#NoBiMZPh#>P;&X{?GUHE$!WD;_g7UU za})zMZMNNOVX@4nP!(B&@wI*QnwQ}h4gBgWjiZ-mKKs?SF|KZ8rbo7E9$Q_)n3JRB z8c+(Z6H<#{8;+W5l@u5*`Z^XI@oWtBzY%V?+A-meSD(C};PW4A0NAzHv;|MpA{^iT zFK%sF=8KpXqsZ8)gr+~D<=>7Ols?~10q?T}yY7gwfBob0s0fJn%%YsM@lLZX0a*u9iEdLFj9L0=~ep+5&_opId_so&sy-6PvoF~wFi^G@TE zj`%2>i!~UNeU3nj%?4Y@br2`X+HZhe*0wL71m(r<@%5KRb_^Bu7HAgkxQaRsI}>>m zYCjiLWmDcd0%Nv77tDdD+#j-)_(ODGVmb72MDP42j_oGP#C&-mYf@QIF{GnV5i(ES zA25hrs~ed(I=gX%GUa?cf+_k>W5Jw7#LUd`$%k?Y-vd`vqz+20$CkHhJ^4BdCrd>N zi&{iLigr1wOBHrx{QQ(J$i!=&LY_W_YZ4WPn_}_~mjAyA_&9gbcp0ZWj>&?FXfLFdJ!mC7ue=B7JjxrB^aF-6 zSz!6@g%C+ldF7AsO*Ww1x74FoQwH%RlU`iEm-YiHAPF9(U&xymC zEQ#lB(p1hpfcuQ2fM9|(J8d1^U^CFxmfR-ij8^YE+=R~G=mU3mdYn(@gkgy(8n_d~ z)4-wf0O)x?L4HG8pjT0F>V1I$M|C)?Hzg$;TkU&AR&Ne|AN6jDO@cS}qe-x3Obg09 z!Y8RE$-?og0Fli`h37z?wt**WX&>c92l-AI$S<9O_K?~!`>uWY_dA0avnc>xgeN*< zb*VoVZf1Q{8`sN^pkmv;DW4;S_jIksS2-(egJgL^erwzH+Dq!JB16YKs+*6ii{(;z z7e$CoB!tlyX2$A2n$7eHGc?_mO2(nxaOr=3#OSHC8muE2Fo+?`SHwt z3Wjwb8NDNcbgvCYl=+x7Fe|#82E+ixJqASwe=gz0|AfmR{=x3b=VSbceB;NJK6jS` z`~`;P8Px9%Jzc+3C7IZnDlY7Of9jdx`v*b{5}vVNUwLHIeThW^o1R{6bH5msGIMSbw?n(@dn zc+TGE?ycYPJAS7?iAv{=kh$wV>icK%-OM1->ht;2sx}S#X=Vl4 z3z!{~6{{7@&oN7-y~pjil=uw-mOVho$p=C`X7YTIEh)Msn5CKrDF1RLQH9xM=%!k4 z24FMlY!Zk31W?da8GIwwD^MshGNh?a893JzpdS9VbNuG}=ldChu^v!j7TBG3Fh!Ph z0W~NUmK?SZA;2OOmF|D?3~*}yZ({=e1f9`-3#wM*&LnQHqch)wgE61Oi0KLoYX_bE zK60cyethz&_Qe|yrIDVcql}lTV5-(iChPcqo6@p9K4g}!A-idEGfb7dR=hQup>w{1 zTF<9x;Tbfpm18WYFdaaqL@;JD`RS}Wy|Cy{GdA)uXq;mic)GaDo~RaShe*pbU9=RS zCS&$QGvg<&HTyK{YYt;2rin)8NGu(gKN%2?RjJK>+ED(}tvfNJyx?CsCjI?K=jj$l z)ufbyCl@Y+##}9WB4ohPGwOfQ^6CYl7A?%e3gf?K2lD3o{Fdtzih>?jvu*>Df}}>M zHD?Tb)}QreAic|Ka|)f)J!etx9WKtdB?$TO)-YkNPSnO6Km@G%L`|w-81#p`Rujo( zp1`^&9Hz7q4f%l2>C)1gDI#%Fr$_f;izHF;c#Zzs*+V-bx3lUcvGT))U<@BT{VY7W z_VG?nmjAnBx^)^A@sgvUwYVr|i|0#IS)FISqbq%&am)f=y)OK-&wN+XTVBTNq2js6 zm}4fzmx)NXxG!;M_`rgO^N3Q3{cM!9tyg9jx*W}FJaKrhC8EnJPx1p@!v~sLg)iDq zb%L6#w~ydW7a?i1l|!49U|lw|3H7u^F)`wSEaV{1PvNK+8<*K?587Z;CBlo5(=dgX6-1`B+L7zQy{ojaFB<^MlS3ex^e3d;YQ z6lkU1@#smu?e|QQ=1P)Wrgf)Pf1330`8>J#!BhI6@3@yppm6@-yd1hH zW|W<2@yi&-LcFD0h0#LRA<|W15hhm}TMUF4dPfYhH0tlM7-U?`g%vt;iDiH4E14YB z$eGw;+68Gu^~w(;HFZr;r{t2b92hp%PTdW8eH$6ou!G6QSF{nb{6 z7C!Trqg7k`2j{Nc)~#C2?7GP*shHx2mTdn8Dv#r`cP2%2AC-l;9)o$)qLU(!qOpL^ zAy9}uXB^*bzERAgT9;AO<>J`qb>%CULs)$PgK|`gW5>Uz0<%h$&-Y^OSw{mWNxg zwgXWM5q92HA1`*-uN5?wuPoZ5IT8>%H6D_#EbFLjd#`lUqSrqT@xf6E3%|KVa!EFn zh-t-a=Wx1RE#{z_PoJ4F=h&<5wElmeHk>C$wmD(=|IAGmX`q&(H=7nJ>{V+I zp2uD!g%+!u$pObT*te8~Sv5h|8&S9z!%R2#)%C}h^Of;47xtJ=_ppn1L--%z{Md8) zaM0zHKrx_KjoB0i!am9DWmSFZMz0|sgMLQ)@=Bq2?e`*_ULv*8`;N+t?N@Av`g@ zHJXr^&aMQ(@rduJOMF$Q-tV|?tj)lE@I#o?P8!y;^`D0ICqIA9!a-C=`;>?ad!)?J-HIJRC2AE zg7&dEdN!6?Pm|)Nd7poE*u$t;hPZaV%5}otb@q}A=o12ns~A4(Qk#A}uH#DZnez4n z3HBxf{B~Fi1t)7a4F5i0(a{mdoXYIfIU3?G}r$L;kKZvM1j;N1IE=dkNVN3`J7EN9`1xy^aW*vZT` zDwSh^&tO~rfzJ%_IVE5IqRt?f$$Tc+iQ-8=r2*E=yYiDkz4vBZm>%-?j6;eXwkj`8 z=QBF=mt0kh*t*qdI)bmbqcb3Mw%MHBYa9k7xGYTA>JD*4F3+NpJ>wXBNw~~>i~8@| zg+99}?m$bX_w@X^y}kJV`WgOQARNko`h0ZN(+k*!5pz_3hZ+7EWWkK5K`$e6<6m?l z(f{*f{~S>;OQ6&{M*3XJKQp+03@9)IEJ9Hl4YGOpQG~r6qwkh((^bXxs2OATI9@+x z*V^5p@w5mJBL%6N3-W&oS{(EpI66ic9nhXMF?QA|%V53d&-6k51dH=*k>-}vm(p+8 z%P*!;Fm&~uPaV%FT(XwxY8UukuF|zzyAtgyN<}>v=thkBlwik?G z7NHE;yF6$kdcdRi0~WKZq9^K#T5JpwiD}2X=8u>emQ18j$o`>!)=ya1Vtq zfVa(etLUOt-c}K>`8rQ}aqUEXLiy5!$ezhZaUK??^|Va~U#tCS{eAA=&Yn}$1#OgK zykdIB7lt-t=!vzkk*gOh_!8Wp=7(*}wacT>r(?ZTz^TlFyh0gE@Nz-0!v)jeh>?gV zVBGrf*cs&=11@)8rM)2##>=s>6fn6m=B2NboD7-AcnxVJ^Q3-%2g-yGghOnu zch<3$%k$0{OK}dt2W+QF_FUbCzSnk1?fLIHhRXHo3F|Kz7j4@2LrHjGw{;FMM0-Ja8pDa6x#=t5Yc|%^8QLQ7IgqB zLtS#!{MbxR4*k3cQ5%x}EAjyCr^7E^Nw2oFCTOl|ANZ5-bF@;QCsV-If>+}zsE?8U zzkLjpIf8nN4c!W*i91ZxssbvE1@n*=TwWjnL~_4`R_MIXJyTyHWCVn;dB(xV$2Zj{ zs@W93L_{?;_*+#Eb1rnzJDz&gz)A&z!AtLzw`_4Y8IjH7hj4i-fW3~g{hhjptAr0l zdhC);V?rRF#7U+HD!-ildNiJ%Ra~>!j0TV z&<^B5T&w)fd#IAt(xoIdQ^lS<`3W(3G3|%cPMG+0(nesBk}KJn9fK6qx354ekOoJh zL2A8LH`uKaH|36(A&S?YvuG+8Ad zI*@zgN(QL#CZQcf1cdfGH3nkcQw&D0_S(EVQeuWtyx)Hhs)kN;`~KbdSubcvUREV1o_Fg8|2xM1L3Hb`RK-DC(FbFB@6mKQP(XHqE2CcFZ6rM9ehfWtl`VYdG z{G3uBp&p^I|I4R?E?Eb@U2j9cq;(CP?;L;vkVqrwtU}2hA97EYW0o@E+|@&+4~s^9OB2j?sILltk&>O z91e7ODnIl5s0g~O)yT@zWEcKRf05XThv6thuTB;Vz7zZ~ttdu!6HO?By$3)DIjHGd zc0BeCcBN+xoLrTS@dnb>syn8ZN`7(OgtjZ}WGH=?>fiL;k|BQ2?aLEuq zqQkT}=Qie=i^KBAxA%8A0e(@iQ!8XfUmE$E^vBWjUyR~osDa9utK}SKqu=L8DZYco z2$%F)_6bX>{TUC5kKU6b%WqM?YPmRnPRgIZ!ITJO?B!|78?SyDz2_Ki&=h_`Ar0Px zmE%UH99H2yGj&k^4u8P=Cl?GqVMSUs6lO7&OUqHmPyUhR#O0^mj!UrEofmyNIh6JJ z5scGE54x>=uvmh0Pp23=XrsJVkCg1iiX5Xn32sO^8oV$5ywJD(;Cug|R?5%ZKsZ z4T!i-ocjD_5w5uS27F0tsHF_Qu_Hsxv%jz;cHj1+B2ZkCgHF}sdn1uQA1rOo(<+bZcc7H}s5m45UEO;ZtQIfF3SFmA9NpAODKWdC1T83Se z_X~AgP!96O%YA#+pp^-wg3>5ACJtt&dO`T6Mu9W=qnhLIs3%gzakMfDHS^a1|14_e z-$X_YBFY91zu%FknClPX#&?r|9-6qt3E$*@`o6i>*lS>%d+V)BZXVK*_sUsuw*>{T zv*!WoIDSMqg^dW5<*q#u&DT&B=zwdv+P~H-h@Mjqxu(G=8`nCWa}v}f?L4CpGm{RW z7)O$$=x&8)t4C|X-{QDoF4$LLa~*bdFgV&--O%P*HJB!S+_TPiRHmVFy^=c-i~{la9uw7=7=JRM~& zBtXBS4%w2cv$V>IY%*qvIqEW2)#8zeFU)u%G2DR zuN%Z&`qb&6+&N3qjmkG`pnzPkcXZXf!mK?M z3D$0yKr5q0Cb((V+!Q!xr4bZnsxSeSECQ^At}bE(lrKfl9%udfep1(K{ghq{2i8KeE?feN}s*cxfI+&$|G{M{Tz>mmQSq`+UEOrcnPx%p0*7)p7Fx$`JP;PmLb^jj_}9e?<}6p19(&KR0N41+8Xs|qXu z$cJg-9?`{SsUc0^^R=&B$&57oPdt{ZUU3@l+NO7FE0FB*;?D z;}2VlFmq|~ZkFC@L7=sS;SJDVum>)jk|KjY(W0GMcroB@&aV+74-lM1xJlkfA}B7U z&oN0!^gOqnYkXi^J$!))IS7&bOn_lWz4KV@(p!LW)cuy^B;xNY)wI7+lrzw+dmYNu>CzyL%*!I@Cbqi5@i*a{w{2l9_#h8F5shNUDa5>l&_}S=Cm0{rb;QQ9biIVCE!B z`98P>3N&Z$nyoXPLHqZs23ak|^;WF6e1gAfF(0pNdFZiks2lu#HShf*MsC|cK_W^_ zKA<8mdIEIk>RdP?u*YY@$=Gnhj00VKmq&yGNzvsV3RaP@u$jA@>F5QJ(C~wp?XE{S z5iuG_ZtQ^!6jZMpM<)k2t`Tyg9gFw3KcIgtS)q8n=Y*l`t1~ncQi42#sqfBiQnF(H z^^AF=Y7U#vmttlO*9_jRcuY_FhaMMP2qp1eVgw7#b zW=^1~#oi?};kKmIr?e+dl@zbuArHp6SCJ}a7q)-P(bZ&V2J#G! zn1$K2BlVRm8_NuXB0( z;7%_(p#}<_cR%E~s#J@7z=}PrI;K4omLKVWt3kxn05na+`BAWYD3ct_HJM+GUB~4mN0urP%Oifu>X|d{ zUwJ8H_9?rzw+)YqbH9RKsT$EA{(TV1L|pM@*ilq~ z30Ns#e>~m$DE%YVW5P_>4)dB^#T`uqk#UX+$->xMfypL!EwRATv{!>(&Y^SyV|Rqk zQymJ&2;f#i;Ld{KDp$9Bvy6o@Z6Hu^_bN!guqLRoI|jpzdn zXI_Icx3f4HbLCYgE*Wm@C_B19B}0>6gP3&+&+Lvs;td7YFdsyH3?JB^+Z4>d;PPkP z&JdK(RC0AkX1A7SrDG|Sv?}23ocoB0R*O?>jw6zJnlU#`)2#6Dl0@MnX!JcC>u1Tx zY=7`FSf6v-quZQFJNxv8ywMr|!&`O}S#CRF5yJvS`|#itXknfgTnzKn$v>9lq!ngM zFKT^bIANgGs_*$*=y-Gv9k;+hl;u%C84g=M(el$f1dKOyc%%|pg=Ouv6Elo#FlJN@ znndeIK8j=<#nEdw=o*}oCURPnnz-H)8TE)?%52Ns@e}&+$!3G28(&`PytoApB?epj zcSoNY8liaYWC7YurTuM5w)WRv{9=a*-2_zG@6g|Vr!+chzq123Ov?XwCCMYH-Y?$u ze>zTdFiD)6u7a#Z$-1OWQ01ub?su+K;ocgNeg_o(9C29Ov1M^>7@hQ7G)i;!Zv@nc zcG7w+h?4wMnOvyNz6tIl4=8KTs%s^7YnYdQswp4;pxfPXzqe9SmSIPq3GCJ*T$fBJkQ^HOM`R|LLl6KIN?b!&JUQ2@FdZ^{xZQ+-j0Vu zqW3?0hkz?69pvf5MBBf$`G0C(@l@z#_Ieu&j&c9;vuLu+8Yq3|5_2x?KY!@Y-xM$x z0+prN!fO4=cClFjM_oZrN9aL4fFLUTPyHs+ z2Uo1Cp^?Z3mhp|!JBknB6!qdA0$zx-8&q4_AZGOftYBHsvBn4r>sN3WDnJQ9mDGcq zFu}j}{=qg5T1QEGvGDl~;lQMT+qcWqHa{;Oi^J?~3yS{DiCS0zvvn~fFv8eGBC7N6 z+`~V*Br`c?#it9-ibA%N>K$p4;;(!oCDnLVLgXN&bdhrouy{FOh`bKa8iR27|6S&c z&+KDZDMMKa0(et=IY9r3j9B$Os#Fu`C|=DhLh(<2ku{|-?$=b0&a;wWY{>uH4PuT( zlG`rXgmY(aeDBtVV^iAukvfLeU<1R7QhKm2%xv_QSgfN%Yn2R6ml(x z0_NR=D2LbS@nm}178V|P26Ps%mm16;R+e*5@TZ z_?o2{@dL7}k>+5owT8?iruG>Dsm2Hjo(8;XQ2&E?jH(+L@#>COKff^g53uELj}0@oGgo?<)qm@9D-Muj~fR3gwqn}`Cv_dz4E28vN| zWr2Qi7tfdqr|~;MV=xm^==4o%?wvEK*dUrG#T;BkX({|fQch7AYIQehJ8rG-L&D2N zQpc2!V@e%mwr!!YZzw3{9spF|x`xUW;{hfa`H5#~6IO>Ha;|~EGwT$-0uHy6=Kjto z{Nw4AJs-P7Zi^7e%xRQE;^G;?RU5WFSGWbOE(a*0_bB?kK6SxB%L<>1+y!wRu$U?A zi_p0J1Vr=fyG$;*S6IJV6D?#hs?SVVtMFJg5p!RnHoOk(8V`3i?DUe#CQ=})=vj{i zDbg-xWd@@fy`q|ttfFVKv|J(2z*C2p%4z zIy4-kxXcvWLU!`2)q&;=f-DcsS1qcQ4lftgnaa^9>hQ9EboxGEcVD-j!Uju+GXWa@ z@{Sc%jC7~dP*!@&QY>oZYbUd?_(-8IB@fK)%RN%Tn#5aEQVd8JROi0JV78wsO*yc*3QjxY#~56>S$gb~cs zEJlz_(*-n}O16mEvfn_3AR@Q89T-pK;hY%KPqSF;mgva-LPv=t7=OTe4Wm#rE93&s)2bH&7GYTt z;h0}Q4)A2M?ZdBfVy|pyx%@d&8}Sq+(!9pD>*=|=5FA-TfPsyOnr4i7(~H`&rmVLX zu)XBeqa^tQ+Z5Rzsm*D0C14%q8hm%*IGGjtfe7RI2R8C=TLL?dDcQGC{BZeKtkE4! z8;jljqbf%1Z4Xi_bl>$zvJaPFHoMSr8N9WVCpp)8EH+fx{Df)14iWLDWunHUh95DF zjxSn^w{>uTb!YC@zZ^ZLD1HRu!^Qf4dD`JaWDu()+2!Yc|JOVZW`GXrr*B~9*8ba1 z%aoyLwid(7EEWIy$N8wj;&LD#d(0W@M})6;bEDDlN$ju9MX=YB6dN7z&JZhCp#7|W z)I_)5k$cKQSStAU{l6%CMz?O>iR7&9>5pJY46^0h=QWKu+A=L*Qn*PV-9~5(?{4gG zd^VqmEHKKM zYd%z5zGr$kOpv@37vGI{JzEfLv6HU8lZQ($*dS~Zig+h0#T_xC*5e993sFTW?x2+U zLtPX?8bu+APY!tyPP`)nxhXFbE}!y`03pv zri`JT*GYAGATEhFRtoRt*}{$K_+prg34)E*uO1jZVL(88o*~c)1%ZnH;dON%{*P^2Mu9}d4{w_nultSE)4B}5<}bMF8}s5e z&HejN#U}KX&%3!^`zXI4QV_kqfGCKrFEGy%b0V^#>gQ8rDDOw>6eM{6tlwFlL7*S) zK!KqoFNrv$ooQ5!! zu!z8s+Da5>G*mr%j#dGd8(o_BQ^{72xx_v%eYA$*yEANc)Z+mZkj=0uz$03ZRM_0p zeSJNTFuC4&_N>2z+#D$BUayOoRi5#)zW-xe9Y*lOASZNeVkBu+Qkd z#D}6R0_rVUdTII@+M*2{+CTq=gMm8thB_8dT*$lp5B1sg|2S+vUPLA_3+!i&`&;uu zIzSMF_g1Ra$3fUc*I?PlQ60W%c+36Z@7Q33eb#OQ^5N?$z!x5!$kNm%|Bb_FA{o@- z$-FTulinzXA3{5z&z|g=JdOhLU5VUfyu=a)?7fbwiR&Q3Y$~v~=J&R#NY(E0@m&Ef z^hm9jfc8Wa%WW9sHhJ=?lZA}fyyranJ*%=@r3~S@PbFQtw+v8X4i0^?sV6x z#KKX&SmpTsxOVDk7GVle0mh`|?yC#AVlMd@YU|W)GH8xP(Si#@S<%i5GUFdtjb^J( zc{Fjq6&>+J(ek3s!Mt+S7}{^ORfAG?87x;%onI(PWW+%e>2+$Vcwg2kPK? z8oWvq#_Y+#5*_n9qzF@=JM<#YYUe=_CM_>GBu}V{#n>(Sn!=U7cImGMJhm3~m3C9@ zpXOerKeys4HC9KIpWTrXPe_&CJXCixzR4iAtaS~kU9vY5M6SjsWedIPCrV6&DaLtZ zr_wNrk|DhjLBZL|G+3gCf(K%*s|W z9s%EXLqQKZJL>BiPO@gfS@t_TZBIC( z{Bp#u`?XLvi(`W$HfhZCs|C11f`wXjs)eSF@$?UXoq;UTavm5~se@!43f0|8Ci9e_ z$$}ea@dMl=)@M$C6HSi7Wj5~bGZqD>ud|&=b~@W78f$~M)}zaC`u_Ue&!^?PtWM%LM^6_|YmAcR63=G{F7yy2CE#+#OVRg&TMVBcb8Y_E=|`a zVsUeLRn#iR&UaU;+k3#oZuPT1qOSY4&rSo@02eWGV4(13+!M?&X{T~bnnjO`SK}I= zH$mF%nrC3hCF(#$0;cu5@&eW8r4EA9ga}NH+ZpfL^=RdE085YDw zU6~;HI#5K=fsF}irY(J3!DTMPCt+CpL%@>_#V(u?4Ol1DE=y>P6sW!mV)1MfBe@OY z3PyX_r_v?qsr|A0-MT<;u}r<zB*B1I3l zN7&LdsEdEuZ>t20J6`#4pg(@dl7VA1frFWSV9bbPrnxmKBGH)1jBWm<0n$n8^aX}Z zq;=XvMbk|&E)8Of>-3lJvp1h_#l+{v;pt&U_?Ng-C-ESD%Crg*F@0cW&w5Eewk`AR zafLPMNQn3Yc1n4vI~s`>mP`mEsH8MXMM>MZx#>mMrU@B)&bC#MX&INYlM$wsPH|qd zA8OZ!ZR<^hBaq5rL-uY@y3yMCLFK_YV9RAVHT#pLMGLV#)PBYiKlsglEE=77BW*1$-QXk%?{R(|@QR>?Y^3W^WM5fWtNm<7pI5MhlL zR^0teYoK*z5vlvK(GFg_Ep%<^j+-wCjHXf_&I`vwu0!~$ZQv7ZI?d@>vS3arrPQxu3m;ypX}LlM z)!Enwb_~A)8&=uM7)P=GZ1a=x!i~MnkW&21upU^$(^RwWyr(Wyh{_XK2)}6;u+<`q zcH*CqQEF;jMm2966Q+SvnPH5itY0;yE?6O74}CvVYsQ3j?UT;St~qi6dinLaZ9 zMboaY=-lj;;AUU?*86+WLFdg|u67SBa{2AWHAm2Y;khav#5c`A*dkKff`)hSonG($ zBMh@B0V$tSG@60arpFdWNoJyZpd9(od7F9M+iaAw?PG6xHwR*S=Ov>dgV6$VI=jcI zDhSR;ZlA2lm}0)kkMi)&Xc&L9-I%6Hx=-I6c*gDln8D_NIGfJKUL8xsWIfbQuZGQ~ zH)KD={kcfXZuHy4gO=yIm?tF24Dh z1ks^aLFuey0uktjKo*JK9{bozsDlk^FKGEPZ3Vx`9TW<=g zvE;7`?<3uw9$K5MN1GiBT$)>xni>C~>owFk5dezHD+O772 ztZ*(l_jI4kC4EcRPp3drlp)cAec<=gZWELxv<3d7{GV$=nLK0;GK||0Je%x9; z!-L1hBEHK?>UBE%k$NWzaYW_;Md@{ZxRgZ2?O`6hEAO|T`*`v$?YTCm3iGO)#ZY~e za)}==(kk9grz=L@5dUSXy)6|txA|T2>354{UTOkCZR<&m$H_Cf<}x2;Dn6b`i9B@D z!8?nFNV=f8=0fOvfxr5+QIk%&`>DASOJkD33v2!4QQG$^#V?|hd`i-q%dC_gY~1(9 zXG%`!ttOi^QL8~<>Ql3uWmGYDf0iT3CLFA`fo|irCDdM;Qh6S|b{l9_I=Ga>PX5U$ zBOA9)Mc2bUg+ImK-F|&#`(nIL=y#ph?L4>H5!NQZFQX&#L#*7V(|Xr1$pdiCKXj`W z*}=xte^8TM%hH#qmyN^z=S}qM1#aQl_TJu?~>GiceewEF5_760r*rYU>4rYUo zP8y$oZc*S-)||^Yq}Bq zp#H))^_ed=KwODKmIS9o&KP*OsHo}sx+aQb@La^1<@56p`Lca$hh)K=Y=*gyT0{BG z>8J>%?Pw+Un|s68+!>W0z-Ticuz@a8LR|r=uzL;#>r+eO;?O@8qvS#`TfM$DD<9W= ztLt<^Q!3?pCzE|03!7F-26!)(-6`EU!z7^UPZD@s+PMMJ>%7FxrFV;ZU4z7v3Tjez zsioER3k8L91arXoY$N<8a(^^>hC7`uUCU;jI^BH;i|qSV_wkO|$h-Gnm$&O@D@6%@ z7y4Lp+VrG*d0cQ~hSqT(SsUzwzMga4ca5eTWNJ#C2M7GaV=q^I@NP9{>~tmraEi!Q%V{m{~p@ zTWd#x79yuj2Y-}%& z>f1s*tbPsW#Az(nP?Y=!YI)I6sr)58s5Irkm3W^03mdc`(%_#&Z3VAzLSiTy0f8gs>%Q`jBNLZ^m=| zB>{u9pHZSCq8${P@8Z~dkWAiu5;LdCyx#yjo_-}AQG+pPqTjd8>O~uKqoz{7R40IX zu=h_rGuFVEp-~;4(WN?Y0~5(F%M^6M5(u0EO<}3=uXiM+f=FA>C-e@vwXH;iS~`MB zh(9xQ_sh!r9n0uhO_7ba?_W5Rv)<9HIp$GB#FVM6%l{nBF=SDjh*{^9qt9q%qQ<`sG2PcDS&`s_>&#)4dmStREtU z+<12YL4R?ih@R^hYPW32QIlB&dmlmq*dpr;&#Z&z^Q&arj|JY0f?vyPXB_T!#P*&B zZ>+nyuuiIuwGQFx)shC6NEqE=U#3jn(wT2|q0I9T;6YcY)~%Y%#Sx}>voJOxEx54d z4}eGk-C0#my}w>ZI+$OB9^T6D4KhJbYI&!RpfV!~y<^RKT9G1p|0`SsUOfx;W~cGc zCv=M%W^Y%%WCm3`qc(#9!CVuej^DWpa?MYO2K9k7Sb7cKO$N^c46C0!rsCBC9iFUE zbPSoTd9v|r$Mg-D^xq+QnZ#VJ3xxXH%=HQFI>1(|0s7CS3C}1gzyk#G+q2fV47k4E zy^3DSm_D6BV!brd?*;Z{g9m)D49TGKVR$CJsLPOLl(&({2G*uSt8od=mDtF7UWZeC zmNU=vGXFfo3Rq}2^Rv+lg*mx(vx1SCts{2}Bd%7zQ4fkI7`%%NYkh8pFfn@-ddC<< zGSt|V+xXp$#GhbgI|#l?iNpRCF^Ih=n0W70C=wv;vwk4+)s^+UD^2LGz?!(Cy9V8C zL@q7a+0dm9+5Lz7fo}QG@{=qwB7L1Qg)Q{Ea()W&5kH#WBcLLwDqXx`1(R3U#HLin zk@-x9--J`ka)yGbz^AeH#dg_M%@=|Zn)hY2=1pmuKA>MBczEt= zNnj*+>0P#+?w9hSodTBu=35hr7faWJl^Zo8(0s7-*eqBsTDou z!7`L0*$_Rxt%^DEMES2HIiQmWUM9XYTcTqnnP22op9i1v1rfwjiM!Q2IRrf=_;X&`gU2Oz=_&1}0zIo-z<2Yw!jrFtYI1@IIS{;Ech=l!rI9yTw)K^}2WK;ZYya+ldR;X?V0e zJyKdT9n(%qsfN7x9JhV$1!pY>$>j8K8;_d2M%mYdM zstH8WeQ#kt4yqrgYFu9ZmA{G_sBHpFNmQmIX-RQ{Kwi#W#@A_!%g5%2#GNAoJUehp3;7y(wa;B_T~g%|E~g5bX&W6{qpVV zHXG63HKZc51m;u~4IMX!#7RZszt(*$Q>vJ*$&T9Y5&XG-UO4}(4yW8OZ)EN~AmZ@< zU1$E+f26@T+g96MedbC?c|mEfP?u%hn2Ke+#NoJo%Iz-mrgK!9*Z(|0aCw;xNWN&c zv-FhHyp8`xf6`^VxDfRxj!+-TEq*Q2jU1}cwM+9#BoK~UcAb}p*00JFkZ&{Ac<0yrP@LE?tw&C;G29 z1UC}CrU7D(XjVfV=Q+c^i^_zLf0(8s40T`ARh0mX^#QzP zen1bO1>V+F5DukuD`TmY{ocT`av(Zc==brxhUO*_w#OKTh>eLc(9L32?TmFO^4mil z8E76&FPabQHw6Lc^6Zg_%bbeN=itlDu=_>RXGH|{wRud*O?!i`4Kw5bm_Drg<&-9O-e{@Wz)9*M_e?;pL&*#EM)H;4U)8fk)RwdfN zKmG{AQ}(@p$ivtjtgv``F=zGKW=q_J8>L?s%&E z|8INmy@jl-Y?7VKP#Py>OCqbXW$&Gt5sIh|4k<*kXHsO9b&Qa$>~+6R>-+6@|L*&r z>w4%quFg51&*%Mqy`R$j<6@xLST(adXJ}P8++&2e`gkIlk+}aP@^Oe3ZhhU2r|TLtrh6RC{CD zL;#gViKR0b6(-pFp28oyDeY)-`kevc4TV4x;1>FD_ILu@e=mqn>|t`{-h=x}@NUy2 zXOvnt_#A?|WCy6tU0disfqL-#KD3YO0FRP(>aO1Q>vPWkJ|p+BVEE|!5-C|72z7wHbUJqrO96|X2vi{{T78`(Vpw}#^i>%uU}vj0maEv?h`H#n}pb+ZWpy#QV>=p z=S;hB5?0`AFyWEz9=XnSqvgV}*`D2=duJ(6C~J1s^%UKmPqH!UycA3FDyo{-sE-Le z%LOvEV*}Jqj0L1l^>8vslKWl=h?){_syne}wlFGZ(42jMd3X*$I7Uo>EA->)0L@9NTMkz7AP%o->IRmD zNw_U;x^BEGDU_jKNI$7Hcj+e*@^=+Zq&5sa_2vy>3+<1IP~B&5SFaytsf$sdZZg8H zDGebga`hx+woGFvLz`&V?fbaMX4DOydo+ZITyiddK?*N<-<#Y!yGL>=frrseQmDwOO%vNXbb!0oBYfu3U-IgvWLu>p%B`yPQFJDKXEMK}m9>^kUIUR~CJaA0la|0EfQvyI_V$H3KV#(JKPYKBa z9%K`-K2ZFL(UW13Zd&doj1mukjioIrvVI*$ta(F9_1{bT zo`~tC(0fPI>)knT1Xgr?Lmgfb>x#CPq8A>svA8nz>bGPDWbFLKV=*LjX;T%`@!fPLzlF$KR|K*^M03@)-i zkBZLo6Dg^zFxurnpWo72T;Kx86ORd$f}5eZ%IM0okh7lgGGp2-thf5XqHMw2+G;X{ z?+wMD7`oWxxu9_FP!$q7hRYk62KKEKQAXJVFUk&D0%zzPyvp(z2X@rTkfzn;j_+*O zKfmzZaMq^Xw|VahGPSt7uLW;8aeVMFlqr zQ(O*elR(xHxpXXdp}i>76WPOnNtMqKZ*I;I&)8 zB_EFPCv3T_eoYNjpDXUCFw#HLkFL@zB9AmGE;o z6VTX_vl?4Yon(6(a;*UlrP@PtU_`U!Q?M)+NtSSI#{ULY394(ipY>I-ur_b&*SRl56H!hMG;}{`Meayj?q10b|K}x=MY?+*wQaB?tWLHXZZS~~>mlLGl# ztL>8eG##*~$CmZ&Riqv1Z4x0v%sfr{)HGLS z=-^anN>#+b`~V+kX-eZlg!)Y}ojyadDvVoy7gfH6dxJQe@;X{H_BBKoFQBmhT{cY%z+D6J&}7d3opg& zgfF`PS^R&2;y-_ac5(V|#{zpD|NR30{zM;m^g?Ow&Hp~9=Mv$C!!p@`&aY;pnjkNp zd-cWXv0;ypdy#0~qf47zFUCg+=4VdxjktW2`tQH{K0R#UNiXfJj}J-@nyT}hjakjc zWq*3ztL;|Xvk!bL982lT$u1lHagLB1h)C9_gZI723%U`uV}qCkvGTpr4<|={d`*&S4_X0Rmt_0tWE7qs)-(* zJQ~E-9Tz>B9L=B}!TjoNc-=X_JhK%LSwV$kU6%hF7qlA0ux9HeqLy~QZA|2Yug%qGCnjTcPh9`;Ki2-60J5@6-*`D`NF8tir==2V6fa1D zc)adJ$(v1M$n2D5mv;++9Z(Cp)$#!^G=lry&kH&R1j8q$J^sorWt2ad@aABO-RNHoixx}jj=d%? z@QL%@HrEm;SAkd7gsGMt?2?I4lAr--HtMOy<9{#deRj;v^d_8EOG%*8XLIrAxd)t= zMy_#pKWlM9ZULk=swX=Lc-nR*C;FlsD;h^9be;(s>zro zw0zPh0wm&zAHqjgt>tih_EF%!9~8R4F04SZw7{4XRzb&BLAM{>Rl;6_0YK+|0-&9A z10@;T5PBQ=MTE{qAi<^S8Z{P^a2KuVV|_H1W(wrDTb!7{U{? z&rhn!IxRKeEbs*h?v@NXY~4#q%82QXj# zq2WD2kU9yf9%|DgE<)2GN*HL8uq}GX8D%%KJN>|j_XE<8srcMJ$h1yCxPoYp(}sP< zKZ}RTI(II^x9O!X`S%@xA)Z_w{R?eQ2WL8iLuZ&hw@VSQ{F#{suCg5OFj7oz?F#T#B0?TnYs5T1|IrnWGiCgMu=!nqk5i6IFm4Ry=3HPTeSHk_wOy%&IK2w z-SVll1~WFYw3Ygri*nePB}iT<&_LSbLqMfoi6KMcLktQkda)=0fyBg^!({ykl;*mp z59vfr5yDw@L|w5a^181gMqj_2O=i$?KS{{=6)@Fk`oT^l?L$6;KPYJl+hyNUYUGCD z4RmopU3d%Aff*cmhA&d=pNb{UZy0?G2xwhx1Zl{uk%1y_=Pm>Yw7fv~Uooc_lHS$S z{$~)HSjR95Y34aTm#rKbF2B5a2~9b>qn7vFs4xy04bWzAGZ@KpSY#XpSkK=YtGzmD zQ4q$BzjfVFAD>im;EJ`M$hVNm*w=jLGR}a@Fik=$xV*p6fb*2+YA&Jz4tM9E)Es1U zS87s$_wAi-<>w>HvT;fBgEg}}?DJ~WR3pl4M91AT;|}s|Yd&6F}yU{Ojl7na;u1Po5)3mIKWHgPLN)9sq$41Y)yX#^Ww$uYtt$JE@`650C3gq z?~c5nQGeRZVlJQ&hDwrf&yXRJj`I(SmJ#j`gJU#*lsMft_;**B$q<4}!QGl&TqYjp zs_Z6^zOzOy4P*eh}zuJ4U)$3ji{uG&x*Qq~?;Jm%k6on#tda)B52>yHpp!I+_)N9@ zBgweyK%vpwzR!BVefOP#)VDiHJ?4BltG=}4W{=Jnrq~_9|1z=Xocob?@805g>e210 zs^d|<=*hIj^=kAa{V;hvm_8F8f7+LglbjDMIkZ+XyjOUqbOOgqZ*{i6*`)N)3$jhM z0iIcpe{v?F=cHe^^xy~3jo*?jxubJCsRxLvU!ORzixvB&A>p^9#Vkwa@D4^vv%726 z%`LNXW=IB1mn4SM#f$}w=Rt8k&20CBHb?TwKO02E@RoL^nFS|roW9{+-A0LQ>tN6dlp3&~jBRb-RmKG-uF{LDw-8xy3gKK3yVP>vVd~fNd(!!`#fc>{@XN@{{Lb zp|$UAjEw*Yxpw05&!FdU=rc6)Ke+oEK#)0@J1-nJHG{9~EF^ao00~)W51?n?MVm+$ zho1W)%avsux@8PQ=jssOX<|3wHd1)EZR+x^w;)5@Q{wq8fkcaAhafZzknR z5xi>*K#Hj+2fkhE&ElEb+H79{QlvMQM>8=6cR(xW!LAMUi`^|v4lp~#*@Fl-QqJEv z@7MOJ;>Mjza#!HMI9f9PyO81i9EJbDoi57Zc5+!Ws2ugP6j$8lS}Y~Qt=L|>ZS#lw zu^F!5P|W8;;7l)1{Ao4dhR*!6 z(-}tcj6d+^G!Gf{G&*8JSO6P-O3Qg06}SIA=O`b_4-FxUsR;IFw-xJ7^mWK3xAOW7 z9pwj5Fj@chLma4OJ99Rc;+9bEpTqIJKW!C$;4fOgsU!_ zt9p=kg;VE`YM%5UeyfSlx8~)42U9fvhKzl0vuxQG1SNjJ1Yd_TnxQUJ_r5XmnO`Cl zNHaV|{a>-p`_6J6%UO6QV~%*B-Vut$1u*rF@3XYQSDfm~dEYSgU0E{a+og0SCYY|# zM}&M=0Ld|W60?8yRKZiVTk|L1{9Y7YG$xKrjilFTaLm8olBO6CB+4Dk#4TB^00c*p z(6jSk%8IFRFjG!=GGNB;rF_7yYrWt^l@+s8-J240g8nYhf;QPdAPDA+yi7kD7e}-S z!4n>@E2PRCd_n%khhvyb1x&Zg#5XcG-P_M-okCz+iJc9DqRV9* z&Jeh=zUBid@w=v!#lF>}>gVyVUSm*Cq3k@}>G#c@Zn5X!TjoIk$xN5iASKUB4$p8G_NT{qB$ z_|wB{-pHA*1TNe+`|DjnvjEiEyx|po2xxX8sFPDqE+T4IR}PnPTr@?_ z+;-?Ww|QpXL~rcYNY!~hdW}lo>nvRp)V_mBWaSIzc8Qf3n;AmNm zKYFL{+{H&{h%u>^dTR-#PD>ikI8S;-Nq_z7L8rspDlOb&i0Ups7DG%`8*p-mXzb+I zH6L2h7GtG-f?&NIGrx^~ZocdX=4F==PRZD^{5v7|J+Avf;%Wt@) zKr`JMokRu?^UOZXtxup#P-A(`(Z=I>pSF?!3eeyuV6Qfpi3^@#AD9#>t-YZ1WArmA zA)zOh%CO1nJ5N6;0}#K1sGVUz8dRycA6WE`l%QjHKQTJ_xYsrt*MW8usQ&CCV1j=@ z1iV2lSMKThM+6!;PNn{bJB7beo^#|}8{;-|C#^(sOnjWmSuJVuoXf_s_z2LvLEWt4 zf<&Pom;8WjTWASx(|dN+KW*eBY&0v)LU^fWhS2guB-hx>Dq8*0?i*PpCxk?C4cP0k zSd2`{Qh<{EXSOqx7hZ*I=Py+EYQ)Pf*1UQ^EhCs`ZY?tYTl69EF+y9@Gc5phc|=6y zPDe$^uQjxOCMuwR%)8o(Dr+QM{>v!}>4Wmhud_OAxl)<)!~$(jHhfzqE>FHPNcF}MzZj*(jxwKyJ z{`_J}aA3W`dlLp=j2%9d{dDj<`YHN{%s@h-JS8TsX;Z?jSGkGPK_TD7uItWJy=Ju@ z-p8>^WX28F$<(`zbI-xEkziuZY^LY)l|)G|V^kqbo1uz|hde11rtmcB&abjP?bMz9 z#fnDp=$;DN#jvaCH$pLC&j8FU-To8y?EJYxn~xhc|Ja@|ia*)a)UrdLvPB)EH}AN| zn!egB7tWS$fn8ltps6qN{1?OQvU7|In|^s6TNl}_D6-yY>?a$p#AeYTT95XlfKudV zs$#B)6CTuixDLn-fntjjpv@`}AVO7*f=}9NxZ%1I%KLQzzEPz=hc8x;rY}+ifl`qn zU+-73Nc(Ws8Gwh2ukyIX$6HVdqhZ%fir4Vu z3y4QvMN?2Kg-WJ2I(OIEAZMOKt*B+%ZO0p-N|GgeVG76|pruO?&&%@BaLc7`H75jM zhyKX|$Pf39ed+78gnwW0;xNvP#}w~KS@ifx0j;4X?1y|HVkv|IT$R&gBXl>LNJj!y z5jfWE`NMCl+k=T27TMy+IX~X>9_V`vSE>;c{0s*-9y3P9hoT3eSI7^Yw|##1NFHHf zf}gurMhaMh-bRP}4kb{~KA+>!3xZnuPi-iZ46&rKzpT9|z*0*%`WeRs-d>YqB7L#; zquI>7MXuhMoveX=pD8?yZ6femsyZ#jlALcFS0kQ>^`aw5qoUF-wB+(!zUWwon`VRH zMGfCCYeq+ryJUf6{EpFF9#&KTGNw!!gkl%qoS=4}!Qlu6MW#Y)=fm$7JJnWo*s+As zGdnGVGAxb!(<+*Xw3PO`(|QA@RT7w|R7zRLJ0ax0DAoI1HJdInH;)Bn&B?0E>9Q@n zS)<;E(49_9spJqgJ7*kXoY~&3=`(qn#rA5D@AbBAU^6>yDBs_b#S^js@zoi0pe)vi zHJT+({DyESU+HK+>AI!wsaQtY;iYL}UeU|t)K1~uwFOpMRUh`aJ;qKJ{Kf?8WBY=>a=fhO{P`aeZSQe6Y=ap^DE-H`T8xx zXKOwLjYrWI?WF6>O5)662dZCta#p_Z^Q229Y5wO(LkmX{1upB!SZQX_;h`_nx)h9? zIn}xQ@26&;u&s_BkQ1su$?`hu)y!3|SStqfJQ;dbD142rH&2gMH>ld}mYQeS0#6*d zINpLiD9DLOn308usTlU6G6xwM`#@42_qNal6lgao3Qv8hu%B{(f4s4ZwT45otu=qu z6DUL&%~Pgu@&d}C#;iuCcY?Jq9JOX}UN$Uu2-Xq| zz0$9&P}$fmd~xYiC_ODkiEd+=rfy!dme7;argi#7sB);tfl_tQQ%S}07t#XLn?Y#7 z`(88}O0|Tw1Csf5xcVRh_q@v@*1@fC&rZ$n$n$$SotXrBXhlE0`VCK{6kkczB#Gv5 zB7yI|?YZMS`(Bh^=DhX-HqrjqLk?Fqfw5XxK0 zMIWZXVe02f7bCyPlTX4X(X_-gz@*@&`=V=wA)LL)^|H{&iL$fwm&IRv5$Tl2ZEzTl&k95XICV;lF<*|L^(#KR?xT0{(nJtsP)DCLHNh zvm_I=a7W@odDrZKU598*=j^~KaRpJ3Lh-2o8Mcnof>wRW1}*hdtFDRB zs)sBWf->~;`ik_<_WmUkrL~8qx4WfZDU1_*rx;#RS(F|QPHf5`l-MD3@IF2LqG>os zv*xt>l%%12X*=P&1_y{oys)izw{6W~iPfmp{A^O2GDi;|`JiXJ)2;ENv86W~v!id3 zeJ@P1-KX$3JjogPhp9M;7;ApOw_U67hSCX40y!pcZ)V)<`}PZ3d2OxIllPT6wJ5oW z;Ts%6FTknJHrzQ&T@j+DGa%P2!zrTD7k1}DFzrxt&hy&2L;G4H{J`rw09u<J1!Km?@db}hGp@1{P!MJm=N^(uY?U_K8( zZXeh&+zv}dMZ3@5Gj)9^!AWi#`v^2W?N?U@)^15Ky?ZBFQZ{Ge;B&a;v{KxczFOLJ zG+eA-xn@<&KURhCT6;@Lkap&<+s%h_q!%gYRegl?{q~#xQdy)nOj{YUzIU~`*NMnaO)qBCgbBZ4_0gDy!8P7nF8 z@mzqt{wY8;O3eQ-FLq9-CNC&5zX9UjSDh6dX%T~P`03RZdvgYKHME=Y9E#sO=}e?% zf-h_XN^S(pasC6ymn*QRI2|;IjZ2`#lH9F=`A(XcmVS{eY4u{QSAUZ%=Yj+M@utmd zJX^7}m%CBIfBrE-;91Gn_5))p|Ie)4kZmEQmU^grU)f9swn{O~@_ zeA)9$zR0%jtq*M69BNY3ye=y@rjcZtH;C08BWV{-`6Fo;o$zc=5lU-DKPGc}k0EVl ze=;?~$+W%^qQ(^wn90f>!cs~F#z3aeV}b3VUe)~&%Kdti(3Gab80C7DBaAhZ+%)fH zoPid+^<_0`4sac@Vvr$VBC_Tmn>bZ#Opdk|4$gdmZY`J!;~?u)#G0;)79%!EB2vm@ zcgi(YRf@5+AhPw{-(H*4o(y@Qe#te`-N$*fHH7tr(_O0$!uDIWRsBn$6)IK7cb!we z>;>=&qU(gr<`iar^NaPYL`9*WSr1%>T?6kTw^d57)x4UuZDTP-oU&{PVO@eFOA9c1 zrDj$Ium+X4V+|VnT0ku2fz?Jx&^1U@DsxjeLzF1onNu;TbV|94$(ZItE`-h~JRoB5 zLq@iJ{+_2E{>0d5Nm?FQMp1{IhVPK=<+oTJ+jAy?a$)PQmR&CXriiU#8E;vC4CFq5x}JzeA}>@bi;l#|t+G~@1%%~H zSOH7aT{z+h0)>8b+y_t2#?|b6^fS3xMUJnt3p%q-NtwMKIofUV^7k=Do>5J z>Uw{PwcD}T{`~f!fKML0!%4HdAZX*4&LEHQ~;|?vW);0EMqha5=_nBH6SM;E`|G}5Eh5d zuLjU7n<|HRnpa!@l9g4h;dMAMZZf9v$x`uA9_Fw!@H}Jo%v+Aro`&xI_kfwzaBn9R zp8Qxj_ZB4aB>660XO$a`qhB@;Ns))t)t?FP*KNGzYn3hRPQLZp7n&85+P6L#8FcLW zdJ3LZA5)NvF3=^8dgTwvqFM~_$@9I?-!{jr+=M>B zNZEqfVJ7iU2ca95t~G3H{TLUPTwa33wZa0`clrVTjPfG*q1&dVt+ zfLBWj%$~zn<(|ag-5}$9V7RS1(A@zAUqTA^csMl8vlV?V3-@~xSlT%V@ER7CHAxSg zw>IK`VN%{t6CaC0IWgWnj;rck<%KI&^<6!1ey}u$O`gGF=Yu~YheD&5YGk!rbTlIP zF3V{X4{XYxizgfYCUEl9@5$?yUVUkXGjCBDVE~u#r2yo09>wOS&r!DIhNsOu(fALx z8}n&)KPIqW=j$fDQn|&DgcsNv!Y&Gn%GS}DZN=LQnJOzfkB+We4tf`EVbh+~w|7ea z4n8K5)ToZmw#ND|BSSO`DcMz%3mJaCJC2xD(gD=zWLnQ3p+G5S6&`f z9M#4I#2JWf#jQX2qpLSnQ<3GZ2??!SmXJ{Bmfz2AGIK6t5SGQHu|SjX2k=VS!<utBX34v`(QoCY(lc;Z7_z1od$IsAYwyZPq&`*OG2 zdA43%f#B6wqahy!yM@-7nSVU{^JYV$fpibnSmt_P6{BvDi4*T)YLw}Drn*3$E^%&u ze~XwRR^&m+gwLvBHw|Owt*Y9P-mr6K&qH5>o(|JD&T`TsVA^p2`QY@_J5%-F8hM&t zZVk}muU=2-X>R$(LVEg*sJV9;RKYd;IPY!iBE%`UgK18I>AWP%PSIgNSU!C8v(w2H z$2_&rX}`DM-zyYr^xcJ5HCj$SdtO50wVD|g@S+40*a!ji_rF0L`1gzR?M-bC+Qu-} z*@Ht+3ZrocaA6LLEGk7v%~DHYFlbbMFCUJC9elH6BK2!mv+P=OPiOepU+XNIJArE? zDD7Ic1S7A^6(KB*Z7#8J;(_+)Ehl@KVZZYV+a>hjkL%KPWuKDQrcL6GhIZ-ZdN*mc z5lSlwL-udR6R9{{2guQZMmK?T##PiGizH2f6%-xtJgZIsd(HH1q1l3pGpT_+_)uZXcJJ_zfwYQ=bDNgQ}yxu;Y zT6!Qi(%cZ6W|cLT(xfcEICV0v35ViXJL%L~H`_flDjj!Pmmf1>V&v8*fD(I_@mqth zx(xtzFDUQlb;H$gbTMJldaxx6p_>+CWycckR7w?|LSHxp%}s}<$mizpWlXpdxS%fZ zE5%vf+MQKC(q@%$%!OtGj3RAjtSwp7Nv%aPVUdHnt1T?a7Z7uWyUQaFNEn0#I5#1W z>lnfS8XzxwLxKxrNNP)Yt=pV{Fv>SSdUbz5%vVH8{}op<=PVlt^;hZl}vT{l&I48+N;gaWmdu2`z7XB7>5Kb9zSarSPx1z3?&sv(N=hK{mvi8{SGD46B(CJQ)cRlQ6- zTK36QuJuZ|6zBSx4tppB7cCtDk_E48nFjFS%EMpV)yQ}|Xu0)7NM zx*EVA99_h{c7Gm<1Ty{hSSkyvDpHdN4hsSO8WwZ~{nGIwa0<>@#Ebd9^>r7)@ zR>xdbvxJV$;A~%rV9Ui+A)>tcFpLp7KeFf#V+2vFnqUJjj!86o*?8ERheJpuJXAEx#NkN9U?nh$vH^EaIdzwCEkCo;V_};MU6IO>1p)y1yCcBh&rsi;C z(A)|w@4lFhUg4lA=X6sRc z`+ByrKcvimJEQ2cnUC??l)qvmAx1tl)SuAV17@nT)zi>0&li{?Zl}rN4y+y`JuG1` zy3!56wTr&s)+JJzkm-9i03?pELhItL)(M;YCyqY^e2!Tmg!?6+R5I^A43$N8)LPTK%CXi zVl6NdwrUcroeQGJOaTM4rD>D5_Y^_qd4@0GBr~1?6|{raKq|e8t22^^=q%T~SWWM-)x{jS@WRX=Gfvg~|S)sBle)zlCZ zwN?27CjH07ra9quzX#AN=bl)N`?Ee!?#OjoPOaS*-l|74Y;?*9{?Nv+d@85D< zRzrl{%YDwDRoJoU_W{8z#yHd{@lf?^lv1!qBY3lf2QI{3o%{+<4!X~@p+@^f5<4yTua?l?%n`eWml!p$ zcYy)g7&2+kvOyowpqJh#ImCW>9D;kKv20D9%4FpE?BWGFWLl@<2QcxZ4Zdewuo&xqjGG=N)ShQAGK{Ai9gaC zPRS|S-NafS8{_LjNMP9!#+7uPUtt{!SHONKmugA9Ve>@s)fZu?EUba6hyrqYkoyhL zX4>5joy8-ns#m~v_{1gD8o}71t>g&RpZdsyw&U%fY4KaE0a46+?5~wOfI9(?h)KbQ zCW3~S+6nC~>B`iI-L*B5eL4*{xs!CP^^E2=hxavdib6T$j744aNUxj;i`v0i%QyE| z@|v$qW8u!5QRKGC?|0^r5c<~Kn!rkPG+l5F*xP=?HX(f=La6RuTi@vyqpnWTPI*v9 z9PZBc%56IV_ggw9%jhU}<*~{YGp_;xx+0dX?FdLQjPpgR?zEmghg!FIEa>YS|2TAU>;K4a7AMBgu87`HWPy{dA=oo9Q=Sq=S~+d9*gML8N>7Wrhh>yhnk zTdOxl8_*A;*HG7w!f`#Bd$37>-6HfPuX|@HOQ?sFg|=vqOsmTRyGc8xhTrM%6}f;h z^oN)x6E=Of?X0Go6qfhP-lac(O3>rN+afL;Hu3E$L?FV^q0%udMEd>E%pMT%rHI|E>N%~yMeK%|pXW_&Et1>hi(b%oGOy2aAz0$|`P~1K5 zjv`FtpCFc~@em7?x2x6X6*}ySn?^LhM-lTO{lg|H&CrLjQ)S3>>(P@k#oq>sGf_cX z_$&Ov>GkXmp|M>aC(9qxAfBR0$XnQ1AA686RS7&x36!TmL3GAWtFW{dU%EupR}9xb7kmcf#*CX)aIo) z*6gSfTQUtfc9plnEwbw`b;7yRvRg)y!=*=_Dkin9kZhf0%MN~g_nr8OdsiF1Py6jw zAT}3CY6^yDJffTQyX5v5oStE#EF6l4-!Nh#cUTR|^x(X1G4ry-gq(q=v}3m7-oUS@ zq6LTU4EvgL{qip}(ynF;%1vpb{p6DQ*qr`4zo{yCiv+mczrkuqoU!1#`T1zNgDX=f zk0_rM8;bbKl#d~~q)Rg9pIs#VdkOvkFe*Q}px!$LB#-`_Isa1F@ER&zyhE|nSbLK{ zugB!n{pSTL?}rq2nvz?iZLP7ij)H$C_N2{O5gmcc zr2uL;x|&tsqFv~iPE9>woyAdibm()l?@4Uw226LI2XOrHb#<3Tr@nYDl;MhwdjVTY zA4D4zfuUuc!fK}l69{xcBxAqz*|LjkB)$Lqt+pj-&AaR1_2+@9cfimf4vLTV@y_IW zu1%I-W?^^(arsy6WthPCCXupv$-gJ?5a^lW{n?VGdkN((i|+u6rEGG#X|fQB_wZ8mb|32(+EPQeGl|h#17LbG^E&t@ z)vEt0&a=P=`k9&a+?oImNXBmVC@0lV0MGwIjLu-{l0%L-p z8woDvDj)3|mAG`7fjSTIG8fC*&O#lX+{7|P&2u)wL4LrXY4_ zVDpQ!TT7UMll}b;b$?7o4=oOis!#N@PkqGXl)Hv+yc*)i(q%%@6=g}6rmZYZ2lunr zC|j#743$}jbQiBuSjqYqG^^Gxd&s(0UD5xuJ_JrseUSd?Sv(z7j|n^mlupMswAI_F zs(o@uSfKywV;?a6DwQ;egpWQ3C`KTY2fQQ0SIi%cTTDI2j3Z2PD-4`h^-jMIY~R{){t%={q&d~FfR$v!r}W;cpk~LyMcadi zqX<6CAg-ez>7NYlN1NMtw9Y-Iqq&}A&^9%+|imS~IB$ZJZ>m0z5 zYh|=f@}IoGbyRk7?}Tm;tM7-Y5qkl_Fc-b_VdgK*UOQ2)ShCKJ-|(;aSIuuh1`aBZ zEyyS%%|=bxf`-UuG|LgFw(=?2$+BrI>yg)7W+!J1Wya{<$-PLTTv^8CV$GRfSYlKpwl0m?XnYJjgwu62!YBtU;n(toi3SZ-|FUB{@a$C=Bbp zECn1PoYq#!`VL!Or zPG!%$U$)`zZozZy<9s3)RCG2gTnit)mp`o=PnIV^`S9GTn8Rf8m7~*Oh4>MF->$UX zA{|#*-)|wAL6?~<=f54uK6s5sYA;F+tjTdi9v{6O1a(I1L8irzm(n2H9dv8xoG^~mwF)Jn4@tvF8bsT%gG{&$Vn*JY|1Wp+5KlsblCgDPY(1kn z)vZyrWD(Z$rHm1+@jRb@;C>W)n_u(Irq}{fYG6@UrbfB~IG78oSsx~+2flP-ooV=b z&O?ijJy7+kGydTEo$nMXJ?>izu3D)giI4B`3J9ZA0YUGR3Y}{ETMpS3*T- z-@CIqp&Eok;)q$|AuEXS>=87tsHyk@05T8elOOQ+8-m{j6FpgR<0Ch?FK?KJlqaDf zS^Np;SNkxDF3@5z+0yqrjPcfRd5ichm?T{jRayUTR&>~Qa8tXt^7#q+xYKf(`gMnT z-`jpz+;4uZ>g~$CN0*BujFq(SY_En^B|eUDzkS$HN_#F_A3D0vgp$%8?C^h_);`1O z=gDQhHhHG!Ei%n5qAOR4CEUy|w&$&ugz7nK9nv*|~Cjw(qFk z#z!W(D%f6yNTyRAptMkYTB)7HC-KnmzYzG_Hoa{)2a%M~q*|#Zb&MyhX4rlWWnS)3df5Prwk7fY1 zq1v$=t^6wPWqtQ$QbRE(ra|_h@@^tHFLcvK=K7yA7UbuDsIc#Q)LG7+Q||%&BNAr0 zi}kEn`xf`x&V}9hfy<{U<1`{bD-2!WWWZDCZXORP4EmBzcq3hhWEODD@lXkWO1BBFWzzLL znmTuxSs#LC7jq3%AqeH=YLsWCR0q=k@5HZBZ-hZ>;+HL+GZs&7^cxoKG$kxohtD+= zKeE*obCpa@v454{`+=+0Fix4qSxh}yK~|_|AN$n}G``2Wft{IQee}5RQ`7rn4ZBg4 zz5=m^G#Eo!*>pWUoem+g9L6z8pHD}CJckAO9qxO9XpVMcaX1P5ZATr(7ky2ebY?Yn zzdd5arNehryFLdb9z!)Iv4}S18%gDP3tU-u0eXxSFNLFvP=R@57n_7~Q@ed_A%?q&uCcS44n9m|sj zuWDWVzmk;^+(j!z9%Xb#SXARbcz$WVf|j%M1FYvFPLo<~FE&n4a_k06=ecNv`=U_z zx-MP#mTK5^J>5}@HbkE&!@cHlk*hx~5e)U`WIo%p6_(jFF8u_z8BQ_>Xh*3?9J`&r zhh24gYvlInv{aJ;D%>3SsuNh1&Jr|5R|hErKFi4`GvOU0h0upk8PSEb?sT;s1TA0c zgmyqj`EPLhAw{MAFL1jf37jV7P)PpVHQs0CRI3CRlClWWx|nX}SQIAzF+W zZkhb&>*>YV^efVv`NBk~Ynv#}=hQXxiE|%adlLJSx2@%|`Sw)e+hby@o7|;#NaL9c zh*|-e(`{w+2r<=G4H^=HIWj&v(<1N!hFr^rq$2~wmCuhfNWYA%T~sM1J7`Hdfzaf* zwSauttu_9ogQ|!Vb-4 zUS@3B+lXZ}0p;L#FqrGc2G$D2kh$;>SUO{?^L6VhO$TNfE~9qXKZggg8yGirSxoFw zc8MT+!$`g#(!ehoeD%O7Z|cJGI!3vB%53^Lu1soESrDQyz9R;XWxI$wy5DVkS^vy> z5Gjp^)8YL22i`jwJyd`6^|CJa=L3u~$G+4G-hI+Gbjm$MR`~h5D9QEmjUebno*NQ> zbT-yA@mS4as*u5_9r)Kt~Mpq(rn(U$(4TYt-O$cy4`*y#-Nk)A~4G>BPd4IP>=p>XeZ|^L*-3yI2l$ z9}gi$x$C*|_3c{WnCGWHSFnCJY^55H@aMNkya(C)pt$QGd@eguSf*bM=ePBH4J^yj zL6sz}q`xf)t<5a=NIz(97uSb58a@+`BnYDa5*-qmk7;m(7R46Hrq0JE8PYlbQ7%NO z_);5^-aWl$e)~LgmZX9RqsypYo@`CXcS5eXkw$_`jxD)kVl>x06hERWBbH~ShlXYp zI#TR$DTL+TuI1wlBsPBA1U=L?-Sz2)T^(d*>sQ$XL00%b_JRIG{ zUampuSc?cIb0KVBtn>NGrJZK6*@oXGc!(a0Eel@j{}W(O8|*L3j0v#+VP=qhiq{9< z0*BZy_Fh|}%g`t!*r$iTq)j!@tFvGihXnie2Y(an*Nz`4;fO^v)x=EAp!VbjLZ>RR z_efRT_eJZuW4E?t#ztI$@OgSN`sHbN2_}w{k%Xn#Khl(|3wCDv{~~oN)DdDh$b!T$ zPm2%bmq~;Y^Qxl=OcH%a!on2K{R>0JjBeF8I;grl-s?&nzo2Z9RaWDYAx=xl?D>C~d&{t@ z*7jdi5eexo>6S(iq*EFZ5T*)9BcOl*g3_gcG*TiRB8?y@-6bF$(xFn)lES{nTH;#o z|Gayjb3UBwI-gb{Ys@jmeD3&_{?l7VW6ebNM$z?8anq+KqwYs^r++c55{j;+=Nbsv zV8o-`?U)v(I^4tgdYQ@`>xyP)+N337cZ7)X!>~Y#|H&Mr`0FysLmtmBt+5HcldkF) ztElNE>3kl|U0oPiW-&gMq3%l2BJ7pD>)_%^!xoZXFChJugED4Wmfi0i9dWeM67?rz znxJUhy7%+}u0|1z;rn&g2~F}CTPAPNZS!tiyr(~?B2`hz)}>~KE%9O6TgZ6os!?QJ zQjKw9q^!U3T>l?ZoeUF$Cr@af`+XL)Z*8^A^!5!>9TbC#x8|oG`neFXxYFbmomiCr zdzlME7$Y)-X<2b_{nrsMz{k^0HCogyBjHZ~$G?Bh84Gs1lKoU|&F4av>v$`SF3(;* z?|R+eK`Y3WYUNq08MS8cD8Y0x`JQ0gXM%7gMO)nyQ_>k9#Cxu8y!86SjaZR2O-yDHqBV7%F`PdWk*4!xCoTH^A_CV5!-y1 zAvm8bEE;~&&1S-$c;kmD<_cIixBEsMYxWg=e`eg`dp!(L;a(7E=UsbHV_b)Jd37Y7 z5Qi#v#qR09Yah^*lDZoG(P^dqRVsZJfR28B>r0-N$H4oR~T7GYqF~Mdi_{7&vTv)!^lZGkFcwXp^R(y%VbBBlmaBdN7TSFw~ zpkcv^#4qH(o^NoYvHlml9SZASjxEMM1bslI(1P`vH4HY^46!2ibf;%w1sga}0ZqO4 z?f4gT!B{LwN+X&L(K^Q&ZItuR|Ht~7`l2PSY!NruGud`H@O8xsFxOR>LqbuiZrZ7_ z8Z(XQ5Nvfl6DIssf(e|5b_bwyCATH2x8oZ-!l|g^Alqs`AY@%Hxp`9F8L|gB=2rM%ba8tSH}Of-y@n^ z-~;l+v*AHWt%g8rrdk2+Ob_qT=TEP(SdV`cHqpjNB*4T!Pk45q)R>gGftKXA6%%28 zGPJcpR-ZucICq)o$oGqfQDi6As?U(aHTOTW10Pr{lu|rx@?yW+>@bz7mrYI zTcZxJI_zL!a0gr~d`p}D;^33{JMvs>g{+)2=1oc-@K`jW3`{h9mUe2r&NQu%2Wo(9 zMSK4K6HiuR+oB>%@K#F69@G_o*|Xcq6qa}t#LXUK(-8mE`BE*YD%NCt-S7neww;d- zp5ia^5#9?>1~L@;@^#P0%;C{8s3QE*<6Mhbx7DT{#);TF2Y(JteInS)8m&;#R421E z%p4{iA1WEVDyaA&why}+#iHiXPFQ0E<#2A0aiczGV%RHvXhZB!&uv1!F-3<&ejzsv zKuU>sSuoC8!W$-JQjhNKxDLb{{u}2D-r$_JH7t^%Q9Tfube)a8O~Mo^^JJfIV~p_S zi7S)jn|YF005|Xl*Uc`=A+DDb^pSs5R|{ei|F2UY-d1oD|WubuaJa+DHajenLg`aE=Sgx-80J=gC-E3eY1OP<&@)IQysT}+Fnhp%FbW>G4igjc=Y)Ina#1{iy{V^2VV{d zS-wPQoaD4VS3_@7S`q2r9nsNU0D0bO5a1z^1uT?sPScqZOuR&X_!77Nz{T(SP zCvbbd5WRkdrh?PQ*zk%02l`oec!Iu;F~~|jvcRjt?_v5OHW!-aKA!hOR)_N0_vOpG`eh##y?kh+;xxS$*|NafIw<958{w&*Z|Y{HX$h zf@`Y3zMXX$+mdoV%{P7R&o#55nWluW?O(b#J4{g(N92Ulyl=u0UYIhHqttdt)3k12-L5)*u7O&weB4z2634*JYhJ?CB}q9(c@ zQxtqg>A=q@?05PFF_6l&GMD_u?rYUN9&IsRG#8HC% z%J-}MX7#EVopkO>pVlwm~Dc-IaDO2 z9>czM671B(+z-pU7WcVGvBdW(Q?(inYV(ho#!uIhkX&N8tC?vHVd|B$B8m4|XxNO_ zj;!nPHxb9Zq|>*H%~gIT)KV|rSq`K96k8Y}+u=P)QyHXJF|#CLSA~4qdBe^5%pKWH z7X5z$rTLk|k|S81anH<0CnS$uG90&uZLF$R%Tv}j7t`dw_OT?1Z4T)JxIT!hS5!v9omPhrG|xGAS9mrYBcLQKX};C8d^X%)O)R(>dV zH0XA`ksV%FlXz$1sR~BL(Zg4`POhm*E6w>a=7lr`c9C@tO0xfA_!Xvy)rwN(V#%QU=MJAjOVz4y zI6w6~tCsM>D-Qa5^&h%{=_qjhjTWP6ZaPaD=lBI4YC+Mn9f2PGd9mijCtd*atW;a! z*S#nePO zVCQ>JgEoqUH&aNL9Gi+e4xdSoa%7xW9$>ON03snq+50m=d~d*#Av!`SmEIeuuys&) z`=D2|244zD_|!$>#L(WYJ!CP*ijI-N@OddoEQr2AzWng-D@Bd5CjGh60^~}26K{Wf z#3?J#Zvx6XDNU$xY5*XoK`zMN%$5c$>af~HqBamW5v7)`>#uKgwxeJ}jOqe<7fa-j zZxAQX4MpA{tSe42MF}rx%cl?^5PoFhKT0ThX0H%FjMl73wx^?u+ z4;*ky4IA@Wxj+h=4p6oZICLP^>O!WCSRY~ipA8LV^j-ti0%Ate6@`0GGFXDVcj;bG`8Z1L(G-bw21zk4cD$ zu?Cx!BXx`t+UczK)K{9kaqXVatE1H7PaZo177J6@E*Zz2a{SZf_YMkPA=)l%`XE3n zQUS^6gCWWJT|o=o(-&}-ceR@XaE)|6mDT$_O7s~BNQ!KRKRU0cF3kmz$`^kBGL05v zT2bQM%&qNaHqZs=a7Q8r%oZ8&sBc)@cQk#DlE~kxX}IAlb`47N^iWgye21D zbVFpF_&S5cs55sZ0iB=GFgg0~A|xjVG3#Mdfd-bSZ-u&1~kwT5Hj_>`cm5K}4Ib@+w7_7?)2^5TrJ9czkF^Pw4A|eEWG%Uifl)I0(ll zm89@R?8aKp35`V+nNSVJo92CmuKx~b<$Skm;~kc@N_foUV;pW5d0mH6{(&kX@)goo z7*&bYy{$2CBfbT%{Pfq$d5a=#)!SR1$ zH#Gtnk9!%vJF@c5M_Z~A!1l*G1If+97d`{zxJ%t8UAJb+D$if6q>ayhuPG4M&V@c< z%PWfLSvF`^D}R&$URW9O1hB5^@#_e)bw{VYohyV4L%$Sow*7EAs-rjm+@fakP!J(G%+c0t zKV-?To7w~3`FbPyPl3RM0N3le!ncuozl=xE(pl@RS_+vL&YrEh z6H%8Rlg8*n%cnW3h>_K*a`~T{Rwy?`f1!8$W*pfNG5g8u@;eaw_g@sKypDq&9Q0QH z^M(KS4?s+eLds9`GVH#S@7{k@>Ygj`9k{b2gIgB*@EzFDsSFwTWb99{K%xD`_J31o z?^@ILdP^F{RA(x_uIu-@m;z>aW^chakbgwyQ`+86&7$1V{e7dX1+Lv|;%Q4t)r*x! z`p3A|JU$-d)@}q;xyt5+a;)>B;u1O+;v}Csb#Mc)_q*b9QQ%P>4xd{X%s*D}4>OMX z^v~6Yp`ks%cRY7WQS35Ya0zTI?8wE>9>ZBFbZ=BB9@5&(^bl|wK`dhs)6MU2kU1K} zM0#6Wq!^VuFlNuzM-;9hxz=6%hQQs6c=+aOl9UEwbf3`h3%q%?;QYf@McdGX14n9a zjwHWDx2q&Da7su;xXPAc-tTf6YOb1&!a*UeC&ih-Sv1lwOQ zDCeL4v-~9oSm66tcja3O>6cC(cWu>Q1-cqe zWPGkZXz();0T|S{g>LENM~y2$mTnB>Ankxcb@^=ro}aPd5ty1G{I5^=QD*2`0Q~I2 z8E$0L|Aq)e4=*4eTn-LXE~EoSj0ZvFVr+Z47s-)_8&|~B^3r9BfQ=GFvP-Y-)cU>{ zYSj=Foj+^#4i0i8XLb?H5whP6xe!~yi7r9TJi@N&a{nf8L~%xcbl;I$_Jnd~i#Kj~ zquMC($(fKEETerqbmt-S$^ju_zAz$)$4Y2>^rQN~PLoS7mlDphplS%;p$2~g$=xZR zYC$J!7$13%lK_Zr3mr>MG$=D*5XwObU_#|Upu$&@GaL7Y3%&AI3-RGUM3C9!PWz|w z!#=y2q+OW%7^$npPV=s06^9tbV3-{PaHukv9yneu8(jXNf{|5eoO%IRqC&2_4)x|J zAfgWwBTwBnrGauOiXv;io>7|l5|FH{)gi#6qeKX2O-A)()>qhUm=7Tkku z;8h{9e^3mWet~8$0Vw>Kh$E*)EWa0Mu@qqX$OL1;%-FBm0`jIf^zjIF6ZH#LaEf3u zD;Ke$T(S4{l{HA#Uf>Y}d#%9*33(qvOb-nk93`0Y+V5Ku9RAZ35ERen;kzDx%GqgpuPt{bnQ>{K>4HePwU;zYnS&85!>W9vR8!mw=_O36vZY{dw?= zA~sOEXx>`OI^B!gJ7il>H5l6*XExQ1Y*G=hxijH%B$?&%%&kmysw8u*L;%maN$?AG z#S zw4vA`;OUoSL;4Vyuvyh5Jh#5y z8y>@ixOLI$C0GYlx>FC@YN^hPMjjHOqY>8jp2-#Y`S{!5Dt$C5=$@ilIN9uh^-8EE zb{JZ>HseH99~x2e@6ktQl!1YF(%Q!?e#l$nopHFo?L{p51r*I8gfm@(Cx*R5Tf|5u zH9VAiqoD%lONRAV1an3jB;Z2Ef&~!RyMwjob@qz=bKKBCT!CGd>Ej)s=Bz8AnLnE` z05?RC%JFo*5(zE5C}!|pz0RD9ab9SuJV#QSEyd92W2@Nx&WU)7Z4@ zI3#)Lz}FXXK&@1Hr8c5jAN|T4%RdGKk9zIn(`Djgu(f~3jf(c#A!)IM9O!i&hGT(N zBBEUqTt2&)I!^Vvt)#w>%-4Cz&7YI%^@g0>`Y8-3P)_oEyX&40Bkzy(nT1L=pKg(K z1DH*!iDK|NN26$}6?o|j8P}fD%e>~tiMJq{MrlQ6c9Ac)v$;iTaRaSxaj?w(HY|fL z+c#p&pWUd>pgFzN4l|5}Q(4nRC%GZp97g&%^!J6jw%#4Cs`HPG%8b_6$Km8)v2rkD ze^~YO!>zra-#Rn|(Hn50@r~=7J*$Q|HGP}Fw0Wa~ex{Ke#<>nBL_0+r?{kYfy#*Y_S}!Y`DIw^E+1m@cZ;azKR`Tyrg(~Y%ckSV^%n{&v zxgSn03dlgF(2DSd~xHWdgcm#31N4m7AIBW_Q}^xRbES*KS*5>D?^FnTdX-Od*d6CPw)} z=l#uj50LG2Z&GsKEP3NmvO3Wz7{zxx5eQrw2vrY&pI$JGpP&75%tkD@TSn3DR`~0i zCDqzNhDXQNby}}zTnv$puopK12u}*SDXCYDa0n&YXIs-crg2dFIYqhyjDD&fK4c0l4;_9b}%zJ6~K9bPay^PP#T}+WNhyvx-uh;*bl*0 zk}jqLN|`0f?cp~i!0fw$#8}IFty_L5SU+TcAI8 z%KHV~pITqAAG>cg!KPat#^7(6Yc$UoSpIp-e#k>%;$4b_a!yPd0@RX1N9uOw++r;W zlRYSO(FHQ^iHc00nmEALu zt`d0%7K;XKpD#Fqe6{B}5%cb>9XNa&hzu%;#CYKLck$6)N7hfHQeo4W@o70Z^lR;7yDuu~t=!=*b{p`!v>EoE@re z9UjG8>g=@GAHe=#|K|#g%KONYd0l_#AJ-MeVV^r9Hx5SriNitt#NjM*qOJ}XDjL4l z>)}R!gFxjqU&h=4ubNvXwx|n#MrL%cFd{-fG4s~?Tc`A%gGW~{P$OwTB<#a!glj8uO1O}BjNOLDDv*Z zi~C^$_B(qUQ*=w5DGu^IHQR%?uq_gL!Q43;oV28DD?B7Kg<6qT{~*^Le6gleYvpu+ z9Qz&mU`sA1$mDw@gt(&{f2dcwKuQ;kEg0MDN>;wx>>Ecj@_vbV%|0CXGwWeMVsTgdA^2Q(EximM1WH9tDp6Lq~&KKFvcyYsNeNrS23 zGvcE*oUW~WQUM6j$DVoSra0YB`W()z^c{#XX0}TJ7%3y#i3(3pk?(Lm$Qe=s#5Np! z+QLlTUr$4i;EJP2i*B3$UVXX&AH6zN1J1Qs;r=gW_E|DzqtG>yps~>vV(4BySF5@U zHabNI2tH{ItFBy>{9ch7lA)W*W264wen1JvO6Cq5)raDgYfoCC&EZS(6vVS9Dj?oJ zop`>yUiAX03px@5|MAfRF`({XdN$fflC#!cXGAUcPsy3$MKGcKqhtt$DH41x+@KZm z4410@`~*vW!<9^?hTE zeIP>bofEN_WjlAxOnWXz+PBSrD z-WU!lLC?)z zE@YOs0ZdHSCAa&zVQd_u;Os1I&+9Kdw7Wadp3yby;b)rN?cFRHg?!2SK%wKD#&=wK zv;$|~eA+EKkHh;2`m|S|_OqL!UDCjq3wk<52fDiuryfUvYAqrki^34Go1>R@uOx^8 zq0f4{EJ6zgY)Hs{LPAOtNA)7N_%272m-Bn6r9?=q2Y4pL%e${YHhe8yMnkbE!O{-h%fA+B8>$seeKHa=Vce3 zIp?17i@;gpbLxIC=5%h)o7HtKRg4@Wdy(~5c%1Q1fcKg79;5aW&uV6a)nVbzfz;K{p5NSL0 zV%-R3axZWbvd9e|zn-s{xkRPz{3XLh1!K$S<$1t*0zCpE?Rlxr{M~9k&k%43CeD0y zPL5aMl%0D|W~yS)hJcL20n9S|_JL<`T=>zCrkjJA3l8&K>Y^OuTP9U0QJB5Pe(#tn zN??c9blYZTj7?tE&73voi}@+(l!zE`ThUt${9=w(N)R@wCg`cpwGn}1}V zJf+ucnak!%RIT)!=k9W?jd1cBg?Dpy74arvQBKGN zGv6!jRVAWs^M~th~d+D0GN)JR!5xNI<_meeu-u_4n2s&P6 zpO}aJgBEz!aR7sayRY64=Z4WQnxGu9CqZEU!q;6>_OHg(BEaX>{L{H`C9K2lc;O(1 zC8$+%k#$jDJJRjY<~OfKKK-*w!$w<3AdL{jC)~9^ld2x~oXu@I*yjn;ZrdvR9r! zQUQ2XnMmLWWCLh-XvW8sMXbV2%mTUTUqQi*&xw}z5I2m`kB(f3tmG0RE3xiM(&ad5 zXLp$aqLQYb{#dhqB{gf2sPmOtiPcq8uE*nwTQ`+b#aCHI%aZQ&E2kEa6HDp^y|LCw zW#c2Jy&Mty_EyUhvd@$Qvz8ieYNUIRTOfV zlA*WP;x;x!GUKMP_*^;gDEU2S!5=`)VW9#Fv1hXA*viJThA#akkR+SsJgJe_={ZxO}6fmUfpw zR(41~1eoAA2n^}xRJQ}Y?hnJ7zeF;sJZ5>II z0K~cyAebPIn{^g0a3UN|Ba)N%?~^4EL!=L)QXg{{6<#5-{qc)Q#`l(~no%GFkm2nj|!s#F<|BafO_FObitMq(hyK0_V~y7TN2Q*tAfWQiOCpr2QOL(95j`c zlR??z$D|!m`PULuV(z zkO@pP$Yh2@uN$mk{dme+j|)701tIA{&}*jg(rpa%C+ZlW#nsL+4aP1_UITBZA;jBh zu)~s{O=by=d(_)|FQHoV^=yqZixqn;wcqKXN(F37~l0t@3o({uGJT8gZTYb8KOb z7nwVfkczuJoytB?n4l0D(2XQESIHSKoRvIWYd}A5vf!wi`Sa0hO$XT#n4XIqsUtBc z%ba6m3soEZXd)kqJ1tKMH*1v(PnY54Zy{p8Yas>U(e|(*eYExcTH>9?bmmGm85Fyn z>O<~iQqq%+286j9RQsT}-+#~BZb%pncEba_;`7f3FQ~nHP-kJ2YEW_eZiKVPIuqwT z-gWnVp;Re16`u1fZ{JF-O`Xe+YI9~^rVI(SscIu1qXSB!8ikkP1uVPQ3>>oz(*rzm$=+3>NBFlJHgle?kwg})j= zXBos!D~Nt$L6=$GTYhJ6i%f7yDCaS5B=_HrPOwX#7H;1cIXy4Ws`KvEMBAs#E{hW+Zm`Jci=}~{sHxw z+-|q69;K0+crnKwa5uB5m5_tMNVV7&w|CKIrfFfgNgV$y_S5sVedgfwpj+W|?cho*70Uty??lwrkht5;Y`?6KZtNp|b%kFf_Yj5i+=)T`OZI4Un zP`AoD_9Z23aq>g$6K|Ig|9_=>&`AupyyfhSQL+2yEC9lrBc+Un9&6OQq9meHmzVwc z`swQD6x#2_CAwVUvC+xzEHn_&RiYAp8qkk+RlC|>;iA=>&bI!GgOv6YQMsxGO2#Yn zm+-u8S)~>W^T~en12f#X$00Oy6sEp+FDb=8nELRd3=89QlbeYAj1~Q9oI%;{>?7bR zT3>IgpQX~~JCC_U3{22&db{E8Sl>*|d{{K}R!s8jRMAHmVlpLd(!_Finw8exbxUUy_ zPr6vCr!Ug_Y~5PKNWJ)08;Pnxx_L{ck25AB^{lsiFxn@>cl%Vg-YR|6g+}Q#_gf~i zNK%g5OdP*Y1U`jzCq@@F>++*s_BUKqoI@WZ(i!kKk2yr$N{cZ}U)@;@?nYl&yi ze9ztQ&KB;?8DKLvd@h!=R`*PyBl(m>l2?P)<@WXUr!9!|6gV(N zFOs*U-tl%U2m1#bvn|QHw9V93%Z0&)bw${C20}##1#G#@zNsOd4KlDoF^^HM5JS+1 zuB<$f!>Jw2K>`j_hw#SHDwzF>zLa#C4kSuTi`||gd$70Z8#)SL^=8W&fPk`9Pqwu; zdDw>yN$B@QpOTxmSQ-D?zwvEI|Jb>_XMb}l)KRtk`;+B-yD)-s6IbI0XWPk~qz2K; zP^gTeK9MNg+^puCgHWd*CUjXncJy&Y;h&msv#Ip77au8A_cD`f$$AtVwY-L^L()5B zuatX)Qe9+Iksht`C^SyxE7C(%h{;bx@%t-G`GnhGhc-cpKK$3}=oWCnue0iz1KJPds5rd6g(I z$X;h-yh&-0bXhj;R^;qtx-}Z8bCTaXXe5&J7|Gw&zY$9k^~%XxY*R?XLhHv6woUNE z_(AI@nEgZ|*zHVo+E25?4R83!*>yL1i1t=8(KiPa>-zUUuI=F3@Y1hXC*~@)g5A;F zj_f_7=;Ubi;hz<>mYI*6)Xd~wi`#RF_j+DU&NYhQ3xg~S9V81wjczX_N`S#krdj4N z#LHIq+hZMBj+#WZN#P}G`Dp=Rmnyg(Y$qxFmvCWo#WZ|HOyc`Yy7l`v`<~i9i_50v3&tj~R6Zl+ zHOIP#hJ=L(BVi$PznL`8Z=)A(-`hCOT@QNpltsU#=8d0yfNkD*!%GLIlf(Akz={JI z@NO(P{{651HR8g=BaLa1{`|iUxB%7cAiS#`c?Q>0Q^WCqwh)JK28skajwn_S)Akfi zlxaTY9lTGpmk@&cr_EeN{>Umb!;6hc$Wn7H36R1Rd!do>(I%nO2384CJyxa%F*^~< zN3NI?x7z$A>>@#wxE2qD4uc574NQz<+@7#*7I{^(&q{9SbdV0R%>4#dE0@G11uz?p~HHnx!9uNv=EU1f8AgpIy;9k~~66g3pQvj?*?T z@kX3EmL)Em*-b@>jaFvv9mvbvy*nRcq-`~d85YyR+ZFV4ReUUGHW`gY{pk5-#;=YP zI*!|RG$d`833!`@qSdXBN|j7M9RT!FwcrNG5e7tHd1hWs(uB?{6qe%Hb@`Eln>|<92OjB81VlO3?wPi#0GCq;4eN zT?L<`ewQXBy|N?C*EO!;ky%8YkkmG1iRlt-XfysbZ=w?*QR6*`?=?(B28~N*6u%CD z0`M8wsW<4ROzIV8)7hVGeC_Or1w&WvHX>I$N|N{?t%A%Vb5)$u*LUVcstBeQztu0vkA&r1Rh zeb_ay>cmIC1$h5ZU;SmkeM_CVhpr_EeZCyj$nM#48GHIe-S#F^oyDO3r*BrswshjnxSAF%2K`k)i zyU7>9f~rUxZ({n0=MUcGOLMwN>luwn_GBqm?b|~H;MfHRD%?r?FYkl%2A!;1b>CTP z=xHH|jZRd4jt8(OU_-sH(uASF{IN<|hslgiL5gpxZke6odvm#L-yN?fMY9VgquVKWjqhcLg!&cXoGk*%BtmdO^Dk5lp}N?N z9>j+?Z&$r%naB;ND@jX*wfZh4-uhoJGUFwZ(&fyZ(?(a|9b)FbS6ki^@eF3)4HlJt z%4q-J-_#il_+Tv>`a#KT=s&7o+6wTh!@Y+&DQSEP@{07 z{mI9^)1!3C)+|LrKS!@KBCg`c#~{EKKhd27u3pinS^w5rfjcwSzq@=S(R4&r5>zZ* z_&9fSUyK8kM>1AA`E*s%Y15AhQbsP3a90aCr>Vnc;T+6CaDkfdy9T+;>e;o;@6UoOcy+zP{CF17QdQgUTGeD1F=|A&1(V zy(p>*!~{rk^V3DdEG$VoS5jSlm;n!E9H&&{{%cq}ScSr4qds=+o5;kEya`P8OepnB ziy&j~nmD&+RJ%d@&(~uNIi2l%Gu-u=9a?A~ueEFgN`p*kNC-TAO{S1}J?0lg^1?L3 z#Uhd~GX-+RPnct`1=de@kdbx(J#}}t1AMfu=iPicG+95oa7EP`w|<*yscE|X$5qrB zWUze4C2lZo60pr)5Ne2u>B(|3_rsA;@yDlaKVVKCgSoA(smLUTjqe3^r>%q$BsQRO zi}L9rm4O03HU3NBM^Rr**hxJiv_m(?b1Wx{-Zu<7b&0_z)hqNn_+`D@#{Xo>LznC7 zWIfDDwWK9H{e~yE;{_QSFASZQ_Z^(L*1QHVZHbFgB5$=evgZ~#jNA97W6Nd_(hq_+ z?M6|k)Tb~;pS=4KnVLM0~2<$7m_bjmLDu%9d7#w_Ry8rNEXqW z>W3AR0O|;a^Hc#=peB#qmkkRoJE@a)^~xDMe#0NW!8vOaatjZ>#I9iz&1k5awc)Im zsF=4}?Yx3CB~9K@aC4dHKr_OOmFZj0e8T!ifuzg>?@boDEa&PC^ffOG3!J%{(<2}m z+LIsW#Zw~MyCqhXLN+)FR$p!JP`elL4GP)LLqwkgZsY{xjTXg&c;Y0GS5BFAI=CV} z$$xQBE|z?y0sE@0^PR6hX$TsparaUBo_ARA*M1{%zOQ&Xka?V+%_Mu!_x{p$5zguv z?oQ8*{tpkW5=FgI{Z#lh^vaV9roRS1rtLTtRs+^3j}CY58@`YvPnBeI{p9N$*^An! z7r#eLwGlV*45s@q2S7ql_tq7dmS^dL2V&iwsZ5Cs#-=A@8_2n zH;H+j1Y>8+WTnQ-^j4p8w^}Vqt3j6juX?UPv13IE)U$4oeefMbPDHlQhJoTlh>CRIPR&Jmn%ATA|y)XmC;;!`D%=iy)drwo3%XUGIX?P7Cq}nL$wm{ zQW3nEvEpmZqQWe2GOOq9WJ$``&;J9Pkf0}cWQbbxB(@8=hu>KzPTg8Kj(*aAC-sNq zk^B3P@`+?Q#0@chc@LavaQ@;nvBpT9J|d@uEw^j*8i3t< z2KPMNeO!(ah?Z^>;LsY69^G*z5{l!=tCbyyoEpd}VC_kT%7lekapk@UxxQlwWfs`W zC3@H+?vKzfWMm~iX(z@M>DU3zFX3(rRbSXPa2+?=j8!)+v_-r&_OjZlPR^|F?~m;oRj*EvOcxpp$t1eSaz7?GVES?f!(JhU{IAzp}9r zmLw!m^#HH!3TReL0~|i-LFcdl{0l}Ep!t}z$6aIxPffNPm$Mw%a$5Q7`x9@!e={i; zSF7X*&1>X3F}^{BF!5KcNLLd(F{Xi*kFI(Q_4~t6-1Xc6y*7L@<%Nm5f2jJ)9b7zP zf}H1ny^G*0y${lvG+>hS0=})pSG~&wTiNF?)u)iG1*A{=5CBWSAjmGSc6)jhj0B-c zZhe;T2j8xnpuL8+jJtF>-Nl7#4>5>b1h)RY$?DfvUQpI0UIhV5Du5EbK=QfU2eh7u zuZJprf8HEvc#{v(!lQSjenil7-+^k8RY67vG~;A|RkVRl5cdUGBRxR7a!Zge@^ma! z4rf9Rz4~Xpo~O@<<^$-wocR<~g-3-7DZpm%U0qoO-2$^4xU3(B2V7d8zI=a1Azs2o zu_#Jde2nDCd(cvMH6cE;bNUyCUa&T}Fv#$5W)&*BO z(9MhQ@NuVV!X9;`6!U1s{OSs-xS=_OB5NhZ07L~Nzq8Em05391@fSws)=?cXPR_k* z*FDt8#ZuUfH@1=X6lfCRs?Lp9l*q1GieR$_V#yI|^^cyL~xM-9b$7`(bwkRu; zQon7oc2;+BzT4HGPFt+~Fe@$sxAfe*@>EFzW*B@qb*u3@f$6Th_gWfjlVyGSYbqRV z?Do0dYsc^!#(OZY^a46RTA{7^HxS8yLXYxiCnZPcHDcLcXi@N^#*5-se6)eyVnmmcgF^XFt(QH#`NJ0EYw4QdnXa z?u6|C6-LMK;OddFuj3IyYzD@Nz$G>*9h+HDp=5wMrWfQcE=+RY9tQ^T(zgruZUB`u zWWxR6Uh^gxYbC=VQPgxXC*F5oMZ@X;L&QSuG6h*0y@zhiG=AG(fW?iv{}+G-q?|;b z`R{;52EDuTqrK++_u4yz(mA1&+pO~aZ!?P7xLEhIl2qb4l{Jb;>MpEA*;U`*>|T^N zTW7LZpZE*NsL|G2V$!sIq59z;&|>iDzk(J(T1LzrcImp6&%`Y%h>c;UXnDW_*O%Zb zDl?^)oI}eKqzP(CZa=ADRQDPBVOTJ>u46;s=&xEBCXZy8a}FUH=0_;*n_Ko}9$ZpB z)|mfC&?0B(2j)+I&y7<-)TG$uRf+m^EZ=Xb-;~({bD&3WO!qdFZoyz?LW^FukLyTDEKlNni}8t>1Xt8 zQ&?&RI)bHHOOL#9+7ad*q-P4%mN!-4dS9pJ9g9u)Qe=i%AmCr0hh1~eA)^2yhe95> z2A8-l4fJNGDTQt*Fz5EK@t!t$UC!BA%qm+3eC%@ z^?p%mI|(&8*Ywcm?X#k6$gZ;_lqnKB^7{P#Wxl4+A`q_@NyKnpzi{N;<`=Q=a zv2Za{xQ-gX_lF+@D9{RyaqO&oi5cu%SK`0m#|rPw-eD1zt>A7e7=gSUm8V5{P;1mH zNpWazz&b0Su;cQj61gPnA-CYugWsee3F~g2f5$Nd0j%lju;C`F8`mvM)g5R6)$np(GgAo zb>))R1o>L?snZmPM)g&+=dzDpA5{2Ht)?>4UrKLiys(cI$p91dPl3D8Aw|&q+0o!4 zLnwxp+w}`L%z65+{H|+7-&sbvIX=F*T^bpC_LaQ}vjD2-47SU3v*9puzAGoYRj zFX^ae+{9JeLgh6&j-Ybz{1iXP^`&BMHqmbpPVukx3sz zx!z0~{?g59&Ajg1W=Sa}FQyxa$c-w* zG*sERrBN{`@DMw4Xt<&zN(g-t!)(3D3PJ6dy9REEKZ+diS}6OYxBP%7;7QYr$)=xdVDimO!y(A;I<>f)d|T}kn_LTUsJ`5? z;Oc|`RP(2_5_6kzcHc)D-svTKbK(WiK`P4j$W;~c_wYl>ay^>SNz8o@c47t0BDNsp z9219apV-!~H0R=+2KIkOoNJfganD5}&I^f7BF-0naX2ucLB#o83?$`&?0zcu zOU7;5wT(bm;EPo@1}?|-+Z(=FO&YD_mgR{nTzM@1NqsdirrB5Q@dQ{;oKBLtQN?nb zVYN;o>q@opVvNKFEhiu(o-e$1Y0nJ3>4H&QONh`@t$g(508!kfnU5cjhOSjvqp*JX zi+(((H2&R8qc`)quq| zb_;3K{{#M?(==8sRfiX&?xkx|qX3bJtoN|(pZ|Vmo#eU2P17?}10f&U6dndGw^42e zeJ=mb!DWy;6Lx#9@689GU%M@lZlhWh=a`Qst%ap3*IrpPl{Nle3Y61(&Bc2jxP-Xi zQ*fhXfVHbm+#gOa^}*yXhq0uN#h|TD8UzIZe5ZBx_3kCv&UIw#B8eC-$_-n^;hw3xICF)2wzFS^@p_aSzG`GWw zy5hu9Wl9R6Ip0pAylgXC!fEL7YrC=soVE}Hi4D;DMZWw9f*KN1B&S^qmeg(w>(1|N zhj?v<@@c2f0seu1>!9Y~hq(KtY3mp#*zWVbVphVh2Cj7QUGNDyzYs1BB`X7y-Zc!G zgfL$-Zi-eIcKNt!%}?j{8>It#v!DI{aP!7T_@WIgAUgpOyy)q1*bgt~z?kUkSYMd= z-ew?ht;lP8ppe&Tq1P|J>gUalk23-r`4vB)N5$!b1^aNIeSKfld$4A3+VSU-%I$|# zA!E@Zr*2#Hj$e*LhDzYIpfyjsf^6%fk-FxD3BVBvQv${dw2`DBU5`yLO()p z5If#7O)TlWHr41au}fjw0cHOC?D_l&hrMPNypZ_IuDkpd9u*ct&h%-r6OA8T*(m=v zH;EpsrQprd0%sYl7D_L~XJaX)NQH_!S!=>rH~|di3T&G`qydnV2JV3*gIcyo4+%^= zb?N3`WW&ZYr&|=P1*iWPYi|Km<-Ya}3xbq{A_7WCccXMDh_ryDGzdt8(gM<;ln4^i zNOyyDNSD$fB_JKrNPXAZNB8zT&p9*i_s%=Ro?&E*Yu)R<|5yA9gU3W5*Zv4R|CHb+ zM{kRRf~xW0#l}wn@^<*22hrd;oVMO@tt^4y^T?64=ANsntKh(+IKP93jKG$wDG}Im z{^H!_+Mlrtc3LvOoDMvfZr!@RvNU65Q3gDmi`wapI~Dn#Vu%o=~dPD8_YwYY`@3?egB;-u-3cw>lFbdL&GGE#a zZq%A3*MU#NQ!p(LG6G+Ow=)$W5T$l21uID46KKB`bh61=1MMHzjtI>Ds_(6VXyESm zz%v~ZL0gp^;zM%U7eoC7HVkX6<5NfwmtI`wtmheje%dc_g6QrQ$$TX7M7mi~ibB8u zac%@{)}QN4D*+>l0dhtW-L7t29Z1)3?;iOnh0JC9#8D*mCZq#T;c9*o!cHkml4%sM z;4}o34u6VpGm_eNnnfa?1@<#8!v3&3zdjC1(n2Me3l#RpznQ7Mhy)d6fGF@k->dO} zm5;}t-YfLzjpgYh1XIGMxF)l4@S}hzDgqGoF%usECCs2DABesk{nV6BC}*4JXQBHW zlQM`sJwkZM#0zC^yiot55X_ti(|ts=6&-;Yx+3!l{ zbM*>5KtCxGj6zMc3~Hwh;U$i~R95A?9&cNo(mtp{D3 z3n;}IKs_LJ_~{uEvj`D*Up8`LGnElCAWmng|9U!KGjrU>sp$ceeKB3sT1%CELaNgL#_OMF%-e$>d$csX(hzVd_1-Sth z)t*tYG%e$s5P=W^!jEVlxyly^X`B!Z!h&P`R6vRrR}jwXbk>0X_8GR{K)f;#SB4}N znj&&@5c>d@UdS(o>rfg1S)OtTz_P^!T-_sXo2x?ea+PU7p~1H)umP+uG4uh`M({fl zMh^kJZJu~~V+5ySA3?8$Hy4>|te!eM>G7{JhFgFx``zgkqASt;FI|Z|LN?dyuFqrO z%DZ&IoT3*473^)j3T$Nj1oG>vS+$x#Mt2X?6pMn}bn90<_FjS@K)F!wZvF{8lJhxJ z4b1DBm#u@$(ECPo$JTYA_N11-OByvGF^y(+fVMzeeG1qE4pMA(};?HGWVa`A`xU>EmedQ z!A1+l%2PVE15E@}JNQEf16OGGP0o=W|JnJE(3jNEe2giTt4C@7u38y@mCjLaw`>Tk z+jYzE5##@>XrWsH7VGgZd!x@KdsfCbSL;B{B3pm5jkPJgVXPCs?dM*Yg7`%xD|@2> zfqQlK<1&buVbSi1L9heR^`un)^9U!35VAebVL$K`QB_L2R@kCvV^a9Qk+9vLzBrJwCh2BYo3CsEhX`5VG+2zXnvw&4G-xz zrS;sL_US4*(58@`cNa%CrZ(I}wRMQ99b74e*+=#9%xZ47x@HQlo_I#j@TtF^kH(G6 z5Iyq_V=D}@>I&XAotkI-7YT625~bfc_H=X}G4QHV@!baohq5l zC3||rvv+R{*kHFiJ~k&0&Qe=bGylbq0~FS?&uDgs;Uhf&%7%#2kv}#uFc)J zp=i;X*jB+q+j|VN26WXgHN%K@&eq2!HG`c8tQ!##Cs2ex{B~$s=}!wZ8nO!Od&~Fg zmkMBu8k(Ex+zCA+ph=Ow+^zjB*?Q}b>jTt%&I*OgpgWUFW*k(w2B}~OVVFbAV3r|T z{%b@U5s>Hk@oXqpSjF>Iss$~_d#w-ZBKiLNiUF)?Ry7iY22@g7rY_g zh92G{`PrCH5>Wz|B;H|dv=LJ)P5NCX%#c2zweX>&RAzKg3(z`I%0W2Y3@sqIGJv&y zbFY53fH~>1nm1TxuJ%_1BN2y}5XGB1sD6)&pI}6R^%^V4z(e^V#XD#nhH89T-IY-f;?ghr7QFzX2Jw+B1{c1ts$r9*;nb&k z1{NBv+$TIkgn8W69M%V#9vE5BoBX6rF9wG>mfxKw2oe$wn5nw7`W4ub(J$2JZA3s7Rz5g8M+s#MF+?NWpBCXd(l7MJ$L@%I z5!b;RM01&!4hXg0zgBY1eVenGWIn^bX&3aAt}HrAvVQ2KWv!eNxCp2!p)R z&cT04@aQwxe5!kQqJNU!1mz}XUX=yE9OpTg&~_X0y%qFjw+T0`iOd_U`|C*q$pY7I}p8Snt&@Ow7h`$IN0RA*g6xA{xOD&vzSM z3>tx08aHzdtR;}-4DF)P_h%WiXbvD)`GMd3n&cPPWAt-2>pug^GM!0(Or zX`Rphhc+dJ(r@KyMg1{kwmj)`Q|A#}t^uZkntOcD=JnJJ)T5F=-TN{HU76;xO=uxF zy-H9+L*o-_N)N6+1>gChw`?<2AbUf&+I3>G3EoPge?_m>Lgyp0=%QI>w$SDMBA0=L z?-@1I&qB^k`<}c)sU;1x^n{6`DTR z^VgXUq+1kuz4gSkJ7pDp=#XP|NJ@hEE<2 zF8?|UVy`CBcIUExu?6Z%u%XTlN#~GHVEkJ0Ao;5rhG6HMX)id)lwjNAs-qP)^Jx6< z(FeijGpE+FYZ+&w{{*Wf5;s`+uek)_($J3=l7X&q6CvZ>5=uzsHS?mu$6_ z*Vn(KPkLwjTXXa48BQ$UpWwk^V03j=HaYXF`|-NZUZW()DiT!`)mrpVNrqoFkE6?! z(Y9Zt0o}bB|7*RXMjs?CA5Xa~r8K8WQY{bg#}d0iOQ#3*zh3yoWzj25<5TLC0%IR2 zsA@0^H)_G*VeQq07U%y(b2P@rzZs3ah zrc*fh+Pcu$6}_=ByonPTewgnGI~lFLKP+wT_IUvQ%yNcP)PdUXNm(1)t<+4Y=e&t` zRO?a0<`w_(aYII62Y6Qq1`LBE~cp?bI}n zE{I*&dc)jrw$X!wv~o@mNS61&KZlg%%hD^lgd`Z={HE=hH9bhSiqVZ--$$3bkk@cJ zJo+|(!-Y@Q7=*zS>>SSQVCqnbLRGCD9~Ojb+^uQ<>kZVstpzRz$^9PU1kQ zI3&p-y0!? zbHnMBk{cs3aHjeP@K+s$MvO}kfx?Vgo2w@_DyJ2YvxnssOF zYT{WXq`Lp^uo`fX#v;0LV(44I{~<2)wBhjrJeWtrZU$(katfs|)w=5(V|0;RyT2xA z`9MLq)ClK5VO(Fs_o`P<%^JGElV-Q;kqrH z-n$w52#A`}o4}lS3d-0TzsEbEl(y9AdTsKEFP=R1$!sQ#x=eEFhdT8ny(gg&anX2; ziYX{%mJ^XY9%AHoIV8?an`qsE<}oMtZPy*SP>G6M>t~TI33J^NRS<@pdJYEa#I*U{ zjQcCE_iYDp=i@kyFxjL$96P|N=P>?K==+nljF9GyZS_a5wR`kmp~Xz02}w)}JIJ}d zXXlzVxPfnVW9PA-LIJJTR&`?kF`n6r+4fLd3!d+C^{7NU2nK3op())N;mk`C!Gf=) zp2ocF;rzcC&MBcFF#59TO-&;D%2#t0q*F51H9syje&YwvrYTf)lTR*75YKSvz||5a z;zDR>Y5K+4);Ew@OZT?EC3nO%i<66L>Tgu|J{bz}2rKJRe8TBcZNsI|<;Ea?q!4-c zG1*r`s@u8PpFk zU>^0f{e5J_+cncMRcU+u?pZg{`X(dt$nU^@y+WJ7J=@N;OUyj%${=o>e+aMOO}{JzePK|6)08CENf;Xy8I@3++<$XS?aiblRp z(daK5^_dOuyjV%HVnqLlhoo+hA_sIb8WIN73hOn$pb~d|3S7Si5iJ|rpwN0$mgwTy z_KWU%Jy`E#7xd(cvIi`S{TWMot?6EH&+k-dnVxxl9N!Devf!Qo##Vmx2n{p$a?<4VBIh{Waq-Yt8 zLsc)8h4UfmtLu}n@uTQ5h3XDkK0lf_JR}c&<`CNvqUiZUJ`#I=V+jJ3OP)S+jVkX$Ffw_2Ptd()mY{T>FvSNV?w-ZRGuIYI9Bdm3F{tIcWy zP4>=@Rlc%+>XgYkA3MZhd-HeDy=1{OL}ym0{DAvBVyy;f`4D_@Fh{c4@A^(FS3dIHVRTJK4l%uxmh~jRq_!&Mt2=>2PLe$zeF0nc z8(m*)MwF}LV#jB@(JoFpzJ82xweQ*0wQ)1I@-g2uW(&zO2dN+ldPLPLM`t!&CeZug z`;{l#M#|Te(L-1XDRP^WF-cDE&>wR;)1!2a@tRU{6lTCgCNlbHf-+JK1PaxzKO*>< zS@;-LFjN_7?NankW+8Z?YNg^jq-u`~LD&7rS+K&1};9MZuKTi@ot{3!lC7qr_?4D`CR#PO}xTEl8EwB zuj8wiYg;G&(wB_SYu*#$le}R#9h!;g%NZKePEtqc&sk&Uk~6&kjBFTz{X;*PvON3= zY_hKWZzRrpxXhCn7#QI0uZuV*0F?@T*M~5_1MzVdxVLFtlIC~{^Ra7L4!-4-!-S>Q zBElYdcpb=BS0W7Ju+G4cqG-VtU}xogEk0GR*?cQAT$4aCDcn>b3tv5a`URQwlCjq| zw$TlItY{m&zb%Y^UFvVxo`))#c`iTA3HVe{d7IQ!XLShnGZkcgrx?3cX3+>*GZh}A zS_+ZnZJ21e`4Q}q5tOzXo~h}*xq24Drbq>>aSvbxJfU2DpIk7S z7yTS!oAVFeo9F9eaggDV@HW`OYUexl@L}T?TD4=d3z?+I$=1bqA*>4D2r0u$C;xL( z>FFeX%bj3lqQIddek19fxw_+B9$FpO5iGSt+YX049bLAxH|Yb_Ij%CN+uyE7>b=RA z(Zx6Hd8x1eQqgx&rM;kuh(I)bzwr3uqo48wuBxb8TH3yZ%Jg~2xnGmkUJ;h7J1QL{ zW+q`LsXCbnmv#Tlo-0s|8jb>LX#aY}Dw4jofW!19)DITLH|JO*(HbaDQ3rcOY!Jr7Gu#=%)oO%qLgYSx$U7fLMhwFU;dHQ*Zp+sf1 z*@lO2GUCjrRCcXM)2i;?4mW!=G?{&_#FEOdWB)N*^F3{sstRuqwsK&$dp5rsffxM- zY4$-5*`uBe%yV>mza5>&dshD6&TNz@mQr-?+b6G#WUG2j_B}gN;%c()O2#yCPsld% z-tMA}Z*!|xJH1cfel28{cRHy`lwe=%^F`uZ#p^5Fk8gh=lwszCzKD4=oN>oU|%?%zI3C<#&Fg1zFJpRFnTSB3?H#o2 zk~qEi2HIEq2Apdr?0a2JOGAxH*bRAxpUGpH+!&JX2^urim!O}k9{45<{Z0OIe+W%A zJ+&zEKVNUcFxc<8CFkjiV>R%a-;8mHT#WqQ-R5@n7Sg|ec}7!-`tyH(A4EX=KYoIA zbqg6OXfW-cEBnV)PJMfUbVV6CPaj(h;)q_Kcp-PesEOrFB#NX5;)|2hb8C9dAndV8 z-mYZSYr>&YI%V?b9doixB+G#+oAwE^6Q`xG71Xkn?n{J_FqD||MS@43BvkN$@)RU# z&>Y7I9?gd%DfPxnGadK7Bl<}e*$Kly%wBWR9R?7 zkeK`!EJts%Wy4`!^{V^~9FZcS-|O1hC-qb`aDSQ z);WP2d*RqRFm7}{0I@4GX!!yfyT5Lc4$eaAg{h$aib>W*GDgTD<1uG za=G60m-r?rwCDB$%%r4*a*rG<@jxXSJG^eNuYx;(f(}mzd&YPWFM$VR((8b@Lke z$|W32q8y4&Q$vjEJbchd1n`;xr>c(qvg z*YS4iZBdnLbr~K|P<==?w5U>&#gB^h#{N;yho8xesd;}ZRdp-3v#&(T#$2tBB@sj~(5c5>o3bP^6BoM$jdUc?PaAn3g1VK9ZE`;iNB(x} z6){K!q432d;0&{}>#F&=l9L7@tJ@uPi9~HAiZ;9$a0GDlHiP=I+nM*O0`IC$1Y8Rl z5S3y_0gK@%JAhDY@TMWJeiQ-Ege4i9<;5|7lN6xmdUeEtB$g6jUiLmjeB**Yx%(S< z;-rB3ilRMLZNEwjGZ&}rw@;Zd1nrkfv4l4oF7eVX-S?>aMr>cg*1ztb3Ei4`&x4!0 zmp^`c&D4E@zI6Jg-x`%%aBB^a%1$kln+-h<;zB>JV25e811*s4@Tp&@p3e0X>?We; zf-mrR-#J~n;_T;b=^r{;ZxWy|*G#HDbM)!?jFIiQEn^k^HT|%4ad{?#OV|IUNMCBmoo;t#@KW(6v>p8*oLwF-%Q=CW zmCNwO?3-IF7>g*{rr>JF0M(cShcRvwmI6#>ktoGTeXPP4z?8pT@Hv-BFSmRLJj3)> z`x;b~WA4!4M8V0Sim+*JzNTo;8)Q@JeX0se2m=?%QCy`%%g44QrvOTEe{m6ap#U3? zidj#|0z$weS!wx$>qVSex2nBwF$PmG96sF!KlT`oR-4Ma8Eb5p@sm07^TG_lkJwM9 z!6R$|gwj0Z9$OsfLU(Tw(QQP2m%6CI@aqz{&!9k}{2-d1u2QSW+w$IrS9-#GDf&`U z-7Kcm)-!)z!ck_wh9|_@_pRZk0o{drgEtH+dvUXwd<^))T4D^uie;fTcS^u&=hJG3J3!Fk&pDk~{zuJE3W|;WMcaUmFuQY~9 zpm5O~zu|kkj+OvnIbK@M3-7#an`WwjvS&MIwqCMVsyR5Bj#^AgF3v7|(=@;X_B#_n ziski+TAMVD{>;0g4QRZVA9zw>-yN~H3-${KyRAz*6e-{=Q|I74hhajXDPCO5*tljs zkRJRMe9O}_a1+!AJ6ytkS0$PmJ1j0nZ>)+J0oOg-xhaQm`Cn@$ABSce z+*`+0G0&uYO{$OZvF#!K;&#((>3S;~)mwjh>Q4?rpRh#c;dnDB5OWj{n51M$KygSp ze!)#uxZJ_@#to1nf4xiV(1^wmho73nw?NPuPg7}M1qZrz-*xa)GT zVQJCuNj{)8CC6QQKh3F`yW4|xDd6zKv0&9-^IN*z?j;+1^TgB1v1zvaB2!O`2mC}0 zQq4Xtl_De-1)bm(&~1Y(Zj#3pTop;L*t8q@qoCq67L|1=-eZ=baOkXdyN`T*PH$iT z9zSz%K+*XjI;Rsm?TqBL3hr2c&A*>JYrJ-+D=Q?JbyXLITg9n(%}KRW2^H>>*-cKR zy??8hQaqM@TjdJ9M*8dI%5deE3h_y1)h~5Zj;~x7Z)0~S#E>648X06vA<#1o|hDL7tAYrO1#?Hs=lUx3!Ulg0N30Q9pITfuZ;8o!brP;s> z%LnJv;v2Rlq>9#dVXd20KEjZJ~}NhyM|&I_ro9*qn(|KGv$dx z2eY`u8SF5)G&xiBz;kxH2S*Tst&RZ3UuYrJ$??O>kcZ^)}1@c5e{ znz8KzpKi>maZ1MEqIerEJnfzsu8dNv$#LUXqr>p4)`M+>HYT0&x4Iz*Ek_Cbi3V7R z%0G@RGB(*YDdP>q=xJ1F@@mkg%Y2|BR3&Y{ebrA zLA!_13f7B;9VcPC{mmrPSwWFyBVAs5sZeu+7GdoW#=9R9v#c}=pkDHPe!hPDcuN3N z`C)~L0v(&oXEKVr6ZFyRRz@y)r(ajH@dHLU$Lm!3Ks_Xh#(e#h0=!wEX(^?G}soOz5TpYP`v zE_{0HR^FR6)>`eBrQcZdt3|=HM2;RO)IDJMXCnJ!I?KBC=0~eS1~N{`+doFCUvriy zJF;D-ci61+-%tNP-`G%y`j4Z^bB7no;usgST$T7iU&>al`EI>!e}@xEI8n!nbU66; z-5z*>)GV}|E)uy(iP3>&{;3-NYVFU!URCBZvz^1lwxUNh#)&0XSz~>m!)RFhVUYN; zTEno`Shvuja1Xm2+d;c#l#pqiFxO3qpPXqu>Mdzw|J-Dqp2Lpd?}_fJr)-h(SdjY2 z(+8Qr;bH;%hSUfMDR)0wAS4!W$dyeL)ucl$fmQ3|1kX{Yzf+C+3~CKj##z7uan!URm(l^4}(|Dd7+h7PPq>J^}e zkieRs-)`wv)qc)qFKqM>-LMn{()REzUcF;wT8C_4^I)X*9h^DDCdI(eE_OS1FdfN{ zM|u6NEy+1$^+p$T0n9-3;u-3D#}q}^gI+<}RLk0r*OX_HTdG?r*t~Fc>!(- zWcqO{Or8#Mf%+tM*-?xt(%|Jn4+BJ9_xsyjuCk)kC2*?O2^Q6O6aIuYRvM@sPr$7t z;Wo`z2lRs~NpJLugra`;+3m|wGL;8`yY@eCU|6f$^biCA9(II|5y z2xj>k5KP6aLt87WTn^ku3buYhXOUm`v!pdL ziCFxU&s?f&P}==ZSFbDqAAzPM8`^AR<{yBs&qIGlkwMc%oqt>Qt-Qh zAnUIb`2OB55<@!G0v#6ZD!VX1j#|}w=5nfL%f%{3?!VW`9Sqm%kGwD;Wa(VY{rlCj z!DBfPXb~5o2~>10KNq-V5X~pTorJUN+4pV+*ja`Fn-T_Pw0rV0ksPf!@(F^bWGvT%`=pHrf5NQt#$rGNWwx>SjB*@EMFT>rQ^z06h_Rn|dhmx-KAUW7UoYzz=MVVjCAo zE)|2jF%1~@#n9{_dg`oa^dt8t?tB%AaJf{>raI21)tYRBQDMQRMYy@|?8&kE`$#jD z^1!iw+#gg@yk%e&<<&I*L>2B!Bjb}+j+6m)f4EtqTY#24CWKR)QSbss;$P?ZVjdVD2}*u@V&o(&GzdhPvD^L!-{qF=l>Ls-4>Gy39e<{ESIWB@ZQnPQ) zo=qXi17w5}VCupQ*56x0*Sk3QqMmHiP_OHaCBmU04I3y>mb?FWh_lKo)M=L^$v!ce zkHOQkZD-ZY!j!fecYr?Z*JuH;n$noh^THUsg0O{5j{!&T2Kn{`*-* ztm+yjP%14VD<fLKW z*z?IzIE_^6InboLV8C|L8Mf&XEV$K%QE@zGAwRMHvGi*>bWw%dY&%_S^%01j#rdvt zTk_~k4I=ja8SF#eKZ50U1Y$ObiL;nCJ%-#%3PgnidZxI`{u%?!>u-TGCk1)eX<&ly zwUBtrmG&*gJklSFUynA7&&m5v7hBBt057ExIX@{8gv_#S*ur#zRg!fa%P1tP@jIU# zEgHc}J&Us*94?g#^%~)Usx+!nX;^o+8c8!62ZvE3UhouF1I-T;n6bnh;r)Qw$KNh? zaC{3Cx`_SQJdAl^FlYJN;Xd&a!_N2!2dNU6EgXT1e<~cUoY123x$I^#`1gso^Tvez zUWXwrG8Ghp7pWASk8k58#|gbCx0tTeMg;tPg!R!ASo(2VjIuLmRTefPnf!pY({^$e zc&6BPTUE|p;m=Q07(f?dT(2dDzMg{JmYiwSqd&r&01Wr#wsDtm9=9yU-}Rl zL>2m?sVJ6R-^*57Q50~qdCq}MWy|Mcl zbZf-^F2IN1hK;-pG0os*h4-Uigq1G2rneL^g{~Z+~G^GntBW28INcaF?368{r|Wyw?r(HHKp7K_E6Sd%zbyNkV0{P|4Imj|=L^-k8o%L*mr8&#+vC9D>%0jBUU zAp#EM5v_|EM8&pq5+&HGv>VPq-;d?I;#@lyA`tWlG8MEyJz7`;G?%xKb#gT0jTS6xGVm7#bplMqO&`fBIcTKjdwWb@`aOUefD>}!{mLN|tOQuUcAHv*K%c92+s7ABfI zXmMktU>bFjuAgus^Bfw^p1k$zC7RV3aZ3;y*DJmd*2jlmF=5Y;=1Ji~=E*h-V%`n*>Q zKl^?Wx#|@aC%I%?i4&UifrvkG$CqGo#SO5LZ3oghWq^|I^Pbxs#oIBGe%@$*UK%pm z2J|xjn{){|ey>_)Bqzaq4ta48jzRXxEW~=;@Q(4@R&h;`a1n^V;`njh*mJ5--#h3g z53AnbwJQp;TEk!h%+*NLdSW1GQ^*-_Zg^ZGF@Md_nIoC7^{A;RSMh^iOmx?GY`c1V zI{DH0Ol!yW@r4p3687siauE>WP^_Ao@o^QR}PlOeW zQ8@Edf8T^DAQx0KQ@rNUpE2?M^^a(}G2LNt*(k0CijVR!R71j~8 zXIgz@LNdP~DK);)8||h^F>LL;j4}&9g|FWUW(JHgH}s|R7hXSX8<#ICWaN14OjY*L zlNJ{=U86nlYXC&p$qum-FDfeMu4Gij@D3Wd81Z7}0GaH0Z|J zxRXXYf_+sRd;?U$Lp&kq`f!~UJlUmBzch8L>j3YGn8QH4SdjM+45b&KIg)n}zHaGQ zVhxG19EQgT!qxKUWbgUzm`ChgM;VFkX2M%~4nJOOe0+c)5katgI83S1?A32?r<0+) z(Af&ole5bGF$vmI4e0&BljkAixU!u?mUuV+YB@8T2!46Uzg>DCiCcTgF`qkw6SZ`+ z8MIY&%;^O0GzyqkBR4rP*9$fb05Wk}}d!KSr*#sa58?{R9IJAHZe z*kWWP*`Azb%+qFIdv(HpsojO}bdPP>D141S&Ad;|GBdX#@OS)$zlOT;UMuMb|9QBk8c(n_?e zp;#vBU9HYe%%&_HlNeHB$vFO?OqfZTq@gw>Z92J}$FFN&nf-EHQpkU`HG3-040W&2 z{w}HNs81@(3XjYl%Mf!mPo@&`Rr>!vtnV*uf~ZYn#|8L_b*p9Eb@;q_QylX&s;Zd|5xfk>21b{aHFv0P?*n&6L6~y-}hs>34=D6on zNtF4oTv0(`H_vfU&`xpTHWl%=nhjD@xu5F%aV0T3;2yd3_*9zaE~SKXeU2aFA>M_L z%(l%h`{)W0Jt$Cw-7uh3aULTE?FmHp!m9z2ZVp46FTO;RRRHa>f+Oj!_6Sr5@a+iA zRi8b#Z;ontE?`wom3_0j4t5ongPh3Y^!3-R0(bS0+XCjbdg zxW&&Fq@lk31;so=w5LnlaTY;oIQP9cfVG?G?2bbw__VWa-Vo6Pz0zu1X^T{FV#odG z>3i}7dAO&m{c``X1Mdi$%9XUbM`fXAEJJk4c_;Cu;UcE7+7)ujSlJ2k{39|IOSD$@ z`u#@=JR`J5f@CYG#9X>RzP0oatw8q{OC0ksuEB135k-C!@_7wY;ud>pH}vst3eat4J3$`5$%_LLJOC47(3tkD$ey4)(@BUhO&`rEP zUd&NuiGyVCSXpu3MMYW^IojiL$hEj;0N^oF`tg{Z5%w32L}pCTZhL6(caa$e?!vs< zKA5#sL9Y4DSb#DQkLUPne~sujV1?cp@(2&K-BicCJeRueObt!GGQvuV%XX|a`0#E5 zem8nZTK^V_Ub#)cO)k4liEAW=eY2u-G1<_feZ-M*P(;kozrVhP18Jx9>4@lNmyP>k z=AB2DSwCyDANj2|4rIHj%+}8kh1^N4SdqzIx)jpUA*_7g885CPY~A0E+@*enSOuMO za&$U(Tx!pUk>(Z>uVl0!=C`;w3t;yew_0aV`AE`MttSXuR^u)4;04QrG|kh zZlY|5gYv&VvFKXh`Z)vl8?{SAU)8#lrd2_}#Gvij)2Dr46_B82lq(n9UiLhNlgD_* z6PF3pn^Ewn#)MvhB`_CPqv2c5KbsNJldGaZ;qP@Wb23fHXdfC6lm>dGF4{=R6#Pur z{|MNS~P4~2v_inXK#!q4h`qa!Wusvhht2dEwr;XF9B%j}O zyK%NoW61fPtKoNx753s1tKz7T3d8dK3;6HGmTZ$==rtATU8RTAzXG&A@Y$07{O)=e zHXoH6S+3c8wO8dYGA6IYOO*1JdEKeO`|;N=XZ4{fp!w%mW5chMWQzL9Bgdxssp_9T z=Wi@P6a`(2#Ph}0^*{TQU*F?7LT}Zk9o~QIfAw9Sl6cT3VRRDjlBqWnaxohU%>>bw z3K^DHPdrZuOT^$|m8JUoMR=;y!j|lIUX&)6;UFIkH8QL~K5D#O+Mg);Twc+_nn;iv zsop%wz`L(z;*vYDVI4c*Uct@2^>#he+!Gm<`cZlV6G}=x|ILb$<$L3}yER~9a8y$q z_qFB|4K-EFtAFk~$y@i4J*PPz)i8S-WhU(l=eT@e9DaSKWuI&2(s7MtH2=2crlPK6 zVfrqi6y4h6fz9O~qg&>9m61*x1u5OgCL7$cx=NP*)@Do~HMA)QbLWb$mfiaPGJuJ7h? z{y7BSh)SX;k-x{t8s+WuX?P+q)TMm>&_2yfX2>ghnWn(3@$@a``R^u+OK}f-NG7~o z!(K+}Hj-T zICkKyi<)o8#Zu(j#N^s@nH{gZ|CDIhehG1D{CLNVldR0O$9ugrVa`2Be|h0 zXtVAplqtzON@TGr+!rm$XG95M-^Nk8&u&*^CZxh-GoJhgJDaI{>f_7d)eYvM3gwc_ zsU&Hs+n%tn?u6a$6R-&41RHK*zGtag4r4}2U^J(zf!NJMOVJ6t71u>PUmtHFNN$C_ zUq~EZc;)BA|HBr`YU)3=SjjSc8)z9fdj(1MfwqH{^6lCmkCW#iO#|yRL)kh*&xOVE zSBy`4)K0|-ko|9HmpsqLQEX9|T~rBM%rwItqRK|s8&+LUsuCx7_Rfq95M%S~@zs!J z_sn802C9|2@D^dp?kMR?VSAYZuHqeQ;2Y6mu?Zn8b5F2|IX?w8-X}D$Tb-(NtA-^G z$1>xoUw@J(ytN0axm)Mkvt8dllJZPk8NxOu7iL9~f#zzdF4StIPjDwl%eI9eJ@5dr zE&tVCl~mBHuwBLwN_D;g{*%bD5f$VS5_39_J?Ex6q>WhK8#BfXgB5s z4ab{iZ)WPGxCEMcF_J8?X0IxnWE-p4ON85!QVuq&Tq$!%U#0*Q1MJcmVI7Ar9y6=( z9rm(_)nqJ>btDEpZ98bqnE|omxng0G2L@tPK$E$1#fmq!i2kfxz|y9qkEKULqI92w zOc-cX+oOh|F|Ya|iB`W#w?L&dF2k+N!7Cn9!%11dzlcCbQ39=`O&)b1#O z4_{Z-;34wZMk!DmE4WRFzl`?9@)Qu0*XlJQbG6n&b?*nuv?Cx!A`rO#bh(=!LC3xT zJiR+#OnJwMWJq757=rtd@XiT|pws7w(2h3u(>*o(k0C>$EXiAXWdGcM?d>Q_O=*Ka z)yyu5#}ugg&Y9CWwjMrZat?P`+b<lGK5aNVru?8OJ%Q0>_JtmB^?PNmiQp9S( zD~gM1=M{dm^l4lJ#*4*xN7;y-uVbHty2-RNWQN4fGmRgA8R%aZhW!4OKU#vQ?BRrfIFZ>qA%S>vJe?1nbnB zD`Vx{D`d%g{nS2FNrQ_PXY*QC=5c^cfsK~dy@Q>csSFn-`&vetAry8bViE>ke_-F@ zi>FZ#y{P_gE!3m<3`2uyAiq7Pu-gBa=8V(;_D2@kNOXjAQ$^Q^TBRm-B!K~zi3koe z{#FcbAGA4lj8WQ@Or3DpHF-Y;6IVG>VTSxzuu1wMJCv!|taSi%tyq?GioXjd03sp) zt~@e(RD)%B$I5QUU4@{o6)k&0W&Meszg>MS<93K*3x{2Z8J7xk$zE-C{jIm8k~;n2 zHqjKgG|Q(|Lf-g{a>_;Z8fD>T+ez68Nj~>3;9R8*_2Q+YyLsCzBId`$GCIZES60;- z4-?I~#WP@NwyeVQe>vT^EH? zce~f5;XDC>Bt4sTZ#_BpSnqXM{MA!=I=Nk9r?Uq>20e=WkrA?xcoJb2NHytbQsy@Y*`W5CSi`$s48uSWP*GxSOE`tRTS{qF@;Dvf90Krwsd z{XfRF-*_9bFSO4={r!rCJ3!dE{ky@c_0mA&|4>#PTl=4&Gl1dB_MVxye9@n7eg^GH zEX^w`Si$0sY&T{5l?7jvVji=K!g)T9RDCj(ew=t+xd( z8hpKiMW1M5t_c3Qct)4Lbu^*-*@BpNmZ8ke_QLuV8d`$gI`un_{~vE}0hDFizWW*= zprlAQ0*bUCC8dNQAtESAgtT+o+V-C5gknX=^|~vUC>+*Af{>t8CVFIxs0)pZ1iDSOoAvX)L%8OdTc6RO$P$i$8$24;@4bLSg$nG;*sO1en*tcy%@3+_MYKENxF* z@7dsruR_0OAsm@eHwb%fkzv2wIq}8wvGRXZE%S_gI&u{3ZRi3|!-+Tyj%Ct7Lz0aJ zC|)$wz)bQS0{8y)Y~Z3H@1w`}_N_VvCEkyr+nKy$uID3p6vvg06|Kq*$dsf%C9H-h zsJ-RC`zbdwva7sX)#~%2nbK)dm_2rXkW!T@LAcbXm_^#&`b-a{Ft+#`w5^X6e?F|D z(Wh#(QlzO_4DYhac=@(G<}T-~uvrr<%Z#w=zK&#C@xW7Mz8}TR2%XqaFdZ}l0rxpf z)wUSajh2EvXa*)-HK>SvwF29<#jMPayNkcQBn0OGcN7lIvS#QYn$q^{X}V^ZgKzlm zO@!fTv9qiKehF7Lm*0)D_2hF@^oYA25u(CeG#FO@W7DNLTdEgviAG+MjWy+<7(CWN zO4Ukgss1LD_Z0CavT}y*Sotk>ra5h)cyX#LeR{oU(JQQkhb0_QR3%-)mX%UD4t3|P zhvF?YB&T8o?o&FDahg@6_;_(J`y!gKvf5+Ar+G_U-#)QQcDP#Xt!e3ZU(k@#euArl zB-))W{5n#Z4i<=8uME*6;#B%Az3(D$g1!pYarWTnd0gYDl;dujmuh@Gzyr|?=S`GO z8{Rs`Z!lhj323(wG@{<<&HFGPh!M2q^wvMEv*tSyq@AmXCw3~L`8oeTYfPxf@?}ZK z!obl3htydOgIf$)wdOe=E~1eH!&#|XX+6pL8NnQ$;8^lgiS1jxY>GsgLdpI~bxjUs zi*uP~-jj~wx&D&tJWy^Af2jRnl6kR_1kYsJE9!|jky&7Vu|?P_O4cRvEzN$lWPKB> z{Fzr|-N-@9AZ5i@q%PL_K5&52phb-IW2a<%;$~atdYuB%8hyfy2EW%|)vYPrhfZoU zbczutmBqNz?l;Ki(2YB825CC(g9DQq=n0X~kQ4;5VHt30mZJgWg}t+KhI@oTZ0Ol7S7pbLpCK{1Tz=oi!m7)y2Hk z-G>w@7kv&ml*Fp~Ka@-5m6xiWpQF5-&Fc5zh{qcPBK3WN$zu?KFJNu$qZ51IIYWjY zy&s?&=c3L=2}i%D-<`;YpT%WX6jIHQDBs>nX^aXGwn#h{0t-@h4(4X^{Up zUaf(M?Fggo@ivT%xDSY{=b&I&Ot?Db;TM*s(=&bbK!fHl*QdKB%W$owpjK|ZtQGUN z?P9|>orHblIKp63IG1k>0^H{Jl5w~eH7HgPQQ?}(=a8s?49mIpJmM{cS5oqp*p7uu;;;r>U>1P>eV5 z>tL`TW+TUK4Tb7veNvjM@@7*u)*x4CL{A5(jKF(hkqW>DGmeVZ*Y2 zNh6niaS)$X3PlHMaeL$ipI5;*`aC5>mK>DcWA=NzS31nBb*bSXHG+EnX*68i#yf_nR)&xMr)u>D zUBkehqbb{n&1y1Uwwv{0cv2mG+e*1+ahhVZX8&ZRs+#+=C;yzbA}5pBhA82rCH;&Z z-hyk#d%4GiYmON%Y{xBaO&wwxtubs(r>J*M8p4U})=4J*I%>@epO4nNx}}(&M&wrb zbd4msmSa+x9plP=vE68Hq1{mlV{g51_2xhhYrA8xQ>#fOI2CFx%eG6txhg%f+O;#F zXH$ev+vhfY_vPFU8_!i?e7C&~@_$ytujkzYdVIf_zFya)F#h+^Vj=TQ2bc&JQuj&l@$#i;3%Zp}Q~c8@Gh?#~ z)~e+esP|NaT3xzsm6Y>#cOj9(4wZiS9VB#kv{U(N>CH88bH7;NKHbdMe3OGr*kFZ) z0-d);<9`bu*3y4Lx5}8N>sI$8e;xL(buP6c=#?SzFWwF zRbg0iZL8dgsF}ZNV90GjHUc;dM1k8T-l{Tj7i)$GaW!r_G?I?$ z)9Zs9dm9WjA^B)7-EW~S6ArSoB#fAoLB`ohM+FO%E5=J@saKT;QVKprd`*CPivoKA zuO>mI(YWC5h|Z!g5P1t{4>&snrV49V+M=awQuN;xQjT2vT}Qc@VLZRMTZ?IWZH|56b%$wq1X=mL*P~9eXwRXy{T2D`O;?1iyO5x;7j^ z+ct9>ZmPm+S_$UIpOr;s57O?%PWI6Y<_2(eY~|JD$bg2PyQ%P$dHAiNfix(GL7SUE zqxfcAGWvqN5eYPcB^YZKnmy7r?x-^Wy4j)72c;x>cJ=?291i;f_VcJ3Pf z2qCjFHIQyOwt2xqC1Q?@CxCz$-okLn$DT|jX{1#P;iXUHytwlr&SI_T_OC^Dz;|JT zG&l##t+E2i`4o_YKN3xp2}y&61XUIZ0DeDYcl%SJXoo?4A^&tmyUj9S(IzueF(Bh4 z)8E%rr}rrHz0&)PyJHakCS^AM{H`iFPHB51ZH0Uk`%(SV&Yu~CkG)!z>h0e5bbAzM zHYzn{$vtXIKM1>Vu6mq-0-yz1nf+Piz3D~oY!s^GtV$O3dfAj{@`!4tekU8foQSSN zsSyRPO(`hy!y~zV`Mr2M_db3;xIYFwe+_=}%VGtlfBaq(^+teXWEf>(QI4HgIO)7c z6&w9@1fQ)O<_UxX9k?~ZFIq<|9wra)!@UZ620oRp3LDeHpIH(2tQA@~>4yciqdt<> zELY4#sir|(P60r#o7%$Q)x!UOi7fU$F+;I&A9O9REi2y{GK5(Og0rz=J(n-HewHku zT73dj#!0|>K3QSAuFV;E6?#3hJcFPc-RU0#>6q-^Wh*KUZO_4bbcEGckDS?$>KJQ` zfdBWIu>{&+v%7wVV=kvoh%XiaFSgSPA$#V;)J572IBas&Ss__QYu6dp zUu&qyGhEj!Nh!ZGv=w|x!Vd*g4N`lutWMAOVr4qK-Z2lfktpGkjk=pTqj)WoRnesQaOxr3r#>+2hh0U^Sj7D4{28pUaF@dX(9c6^GWZQz1(5Gs|p? z<~o(t{9pM;qU*>ZehTTr8z<ON>BF7E%=vaypDS|pwYuN zFr6(*eF(NYI&i6RydM9ha!!g}xn;9DvH>5nCODv`!8$fevH&6<$vB@mt+QEYmz=ZYXq$F4{X!=-@jSBAx1L znq^U#wyq~K<$>nhvPUt=&jkJGML&*W-;uky)hG6hU<7vrTicGs1C#Z99G%wnw)`l9ffYLMGK*yaB51n&#SS`+!;OFKG$OoE z@cG=u!sbe;F;toqQ1u}V-o#YevK8ARJe226H_?wXLU}mxEfc-=B>AZlfjc^P^FBV> zSrj~N-cjG@by}ZQdSyoz-FH=aJItcOOyAu|Fciz7xrWbUp;$7dxRg=*`BDVPrE!wbjBfZNgneg4 z`(S#YNz9L{gya&uL-T{{5X^1{k5!vc@cJ;bLYnV_xptz_+|Q=A9T-Bc+{@Q@ZABgF+aDkGEcH26B*_Fzu;&govE(H3}~?J}@~y zSYp3zfOtjP(5M|T?>@jqZ}6)~x9bvl?Ehy0Wpx$#@p9wRb!yRPPao!>eCW&MQw06A zJNB(TjRp0>kHT`N`?q>FmcMIPRE56vt}3=uppZ|0l)3ZGR%7>eW=a4*is)Iq8i_ZB_ZzhjQ#o^HN5ZGyajOcAs4)BC!qWQ-{7XHZ7DjMJKe zUyeYwQfhNicyi5?#m#6pCCF`ARPiT(I$uLA6LVvVSi3}zb4$*4KG{d6=t_q)7kwz! z4xi}%DSP=MfxR^4FqiC!;hUWIqbaN0ETJoV)b6ZbB}Gw+pyquMSa2Nl!=4R82r~uk zoY0M<-RjeAs}+g=Z`n&;#Gc?sO8bT9g9#L-2D~+8O41qc(%+7Vxvm)%l)2poR_!nXE~r0{0zRmire}YL9^HJ zj?T8NE6pcpw*G`C=VeOoe4h*G+DX!Zwd%iun(W+E+?v|g#B|nasOb-B_0Q2B`R?iX zqW%tP&hE@(O)&HcS)zGsHhB}o6E;~-!{k~0n76pQJ{~JdD*4)8n!IOI3VrXZGCoZ4 zBza&IvO*|$je5d;41+ioTXj9q_M!Wr55~e;GQQ5~I^OfOiJH%g73upo|Mm+1aCHq5 zZE#~;cwQUy)P%6NM2W)@r|NaJyw{`Hfnnuon^7MPo03KI-pI_IswNiM!o+LW$N97Q zEUDxit&~tCZ9d$M%b--Kf<@cJP_dJqZ1^B^UdZ|54SU(sw+8g`YPd5ekGAoYrhQHa z5XZrbUa8FMI_{Y(Cr*B=?>#{EspGwJo%GPw4@eBTb}Am5L4I+#Gc{t5Z1+7i1EM=M z^-Xm7`y05u_)hqsl(FN3jAaspWbZ-qV^%UKXw=L&1Z(MXs} z^Mi%&{jg~_0$5AtNrUry)%`7KQ~W~ihX@^Hkem<3K|vrd=CmB22`@JZ8NN&_jzPh- zsuMUDv)8tBF>iF>Ar9{lv3KV$J1G^pI1=y-(e#y^+I?ORB7Ie-IH^w9`k_av9}@0t zD4Y5_+}Rm_0neyt1y-rn=f-B4>l~==)u#CjduCqy%(Lx@OJqEz#%9umcBOx6M>pkb z(9TXLWX>X)ARpdMz%LIev!2jXjm^E?)GxRoc5O6Qa>z!yP|il-apAX*r=MqeA4=|a zrfy&Bb-9*!kL&PM@nJNM(j=~^#D|oAO{!iE#dW-ih|EY$tA!jAbp>%}-bJd+lZ=aY z8rxFP<_r1oD;OH1eU;PNFrbE`JY1WEkZFDqoWFLU@@lj`mn5DFRQWs(CVI{VEZWC0 z#>8sRJ<@APFdokWp48A}MuW(~C6FXXrSP3!bF$$996a@23lx5`Dp6IGL{d^o4-TJZXE z?Seg2P1C(kGzeO8*nxkl!Lz8j!`G5`xKLJ)#t`V@Jrz=(a>x_aXmPW#R7>V*FIdhW z5ge(n9g3mgk8nI5u-?b6x4zmna7Vk(^-hY-)TsReq~^Mfy!(8#_IpIKREGtob>vy=HFl;+EvxoYzvzhOebxUluk z5Q}Q)CgWg?=*RAFFU||$*ljz$qt?IE+>8Fo-MU`xd#wHWXp-r2*Ik?GUMZ)`mKZ6n zy5;HVin%W366yFojGUP|pMqG1yt-}1p#rO>?Bow7I9y}a+v@ITP2Sjua~evezT@yL z;iV5uKl({4FF0DdG_8xlzdvDDJZR`XXwrS&xT??DZBefSIXz~qNS>#P?>Eu;CZsyo zV+0Y$o;=O5o+{PQ-=*}#rIC)Azn0lCCd} z8rt84PRo5P$bas5)woVk#abSiA;I3U3!IpL13NzNK|?52tNVI|Yzlp|J+uyQS$}{;>%$o&6E%S=GG`ax=$%7O|G(!p{se%4paVeyMQ7g47 z2VVAX?eK)}?Bh#~Pid}%cB$#i>|;Leu+3+qzwMrmW@vMA;*K}3*=lGB!3h&UebTgOo+S{et`!FXykQ0D5e>Vz%8u@cQ&gZe9+U^sf zlRX`nFjQGa4HZVR8u8UK?fTDVOC<0EO1Ck0%Zcp-AcOhdDgUnP_HRRDlO!A*U#9iF z%b~%)u9O*Zg<1J~wrCK#71Z)Uuhc+-3T;`lklD&3q?sN?w7BF+s0g=P`8DU3kP44`YDR`pYJEi*_m+qTj#k+3Eg;3 z_4w`|inz*E_Q)&6TkG|Avj-xbIThP zOf2>G5)og(l zBuIT6mdGAa&S#6T2egeMFo)7i@TMOz8!pbvoU|o z(R<^zzwV(UR(Nxw{E%RzxcvZ?zx1e1b)lg)F>0 zL3=jZua|e_L4O8ku7#k?Ji>K}2{<$$fhHB;ui3SWFb`h5jjO*IZJXaQ&gvj@$m}<7 z+DTYL2lrQV+f!{_QzLH&V^<*NYu$K<=1yaUQ_b@1?~k}c?S>V1Jd zjczqA*~V-e6Ojh_$(yC3f}eMd&@sZV;x8KYnhz}xZMNsQB*99!|K?_+dVbAg>}`y` z;+ig6eUF@L|Aa8yFg#Da2}=c%KB2@3=PV5|3u`!R7xUe0@6*uNge=>IKOl?Q|8@2+w*OIx-YZVFSrWJ~#gtvCKQ-6uN$|A-{>Pt}Y#U zgP`lyLL!D74!H*q>XU4kn1y#B2iF3V&Dy0myD)gjlsmp-P#X-w5VF=kO9A&J#zh;Tdp zr&`#x_2YkF%mV$fDj9!$D3Mr<8LTuOg=KjWiPgR$n;J>V?FUw*IqGqxE~nLEPm8bU zuNO6)9Q)0AV-f9(Z{j#Un(popD>lYwe0XC5|Nky3$_8P}Pc9N8}2kd0-pXy|JM(I9QZumn^O|Bt?iVa?}5Xqgu zwqlS{xS)GC&pt)StQnbmilh@J1N5%Z#b7OTVqY)R>r8of4K=ABiRXjeaEnYW_sSbP zG5twLBtkdKGxMAn_$k{<@fHyHGf2AjY!g^*E#Rz!yv}y2<`tCSYvc;o2d1WoKm&X+ zY5SwZ3{V288I;bAdl}p?SZB(pj^quuaU2PQ+Z-b)FqMuH-8WDFLYdvW{2OJax2vgd znUUJ*UU}`$O)SMP9T1HDuyA+6Wt^UW$Sj*Cy;q9W<~6_;Qamn*3yO9QR`#e+G8X7m z==qA%y_9>cbdW5aH`_TM@L4TjYd$tcnB!LNDPkcVF{{IBSb%^)yxq6PmTTmumg8du zx&eN7wW!Krz5W)#`1)-NF9R*i{qape4yea4!)`_Dv2RmJPY6qe&Ce(VTej#MZ9L$~ zk!qHa{r1u_)DSGXTcRz{Y0zH2XE`3*I2+W%9g1bL0?`5C`Q23Gu1qDSn#LfL(Q>J~ zcim+YcsbOv$TN~A4naVQpF?fOwm<(?Xs>DNg{Xbed7u(8q{PC)OxF{z#dJZze6sS;<@@p! zG4>8Th3Q}%?t*zy`{So4FB?*R%#c3hXKU_CQ^z#B!j2Ie2}<6`fE6O{-54Ysm8iKe zIxwjS<{MTOdpewRgA;w&X13o2chhznV4`B6x%xWZG}{qF*TZwY_#Grd#lK)?Pl#1< z-Y)}|6>~x5{*v|lSXG7N;Y!H{z~;%geG}?pEgfb95RMt=0FLxtj4{AIPGzV7z5WB<2>(u$eTST9-f zpO3|PIS(2d=jhk4V4b->a@%>TKn(FGmIFTMsu}JkWw?&=u41nWQbf4Zdaw_z=Fg|B zA=C91R9sC87FgUC^{>Xx?~K6o%}1z?m|yPsM;M9B7MY-#*-d&8ZK)1LzQE+zL-Ok* zd&*=+YRiP%h5ByGbv{^u9TKFp??HOzo{C=K^jf;gvX|$XgtDi+1NXAO{}b70cc(F_ z+zuSDTN}N>HoCu8$LMu6fQ5FjGeVOa%s3LOFtw$-4yA)|(I1B%x1>mKsMg^R+~EvH z!UM41ZpMnu21?LcdQ*fYRf&sg)1DN{4C_gcrKM|Z%{&~Z#$W1FYvk;!oJwHbD+2{o0)x@zv5P?3(O$*zPzBPl3uHpt-8Y|F-?&aSoLdd$2%NYGJ#> zyKQG`G6e&)Kmvr6DYN^`QUhU6cb7k%izLcOGV7v-em{4|r6@?rVho6J@gRLB#H5sM!NWB0DrV%bu@%zWp?F;T`CVAmGQmpmvH^ zCaySiA0tuYT%F)i{Yj$h%Dk?tKpvVg1q;TD^9)gS1@6S}LqbTvQ?T=E!}q)Wckefe z8uv6=_JJn0JVucHH_MfR(T&)z7){()v(EDW#R4#qOj%okLs0gB(b|?Pvde# zvoZIEHi&GA`p(LMYMH+zr`qEWkx|K0@>41xkm@!(&{nu9cIjvN66EV>hEntkW#Lzo}V`J^|upe$1hWBAv-j)TQ(?HLkCS=Iyy6(L-&#F-B+Z1Xeev+<} z$I)VwaJ!ojo0ivQ{vK-JRq-BUXz~g9kl3+*zC87g!;VC~l!J^n0Yz+Z;yLt+zKFRS z*;xlz@{Y$0pi2+FJ(3Iv${x(A5)Q@-x>xnq_d9T<#+IwMx}>?|NnDn1`*sEARE!Q8 zObp~ue0L&xs2@o0#p#)0B$w!kvlRZ`XW#(787;W8imU@W=_4HKlnnZ^^~>>7PfWOZ zLA@d>7X;-pmgx*t==VN78)gij!JHfv`&qmdv1xoN4fbGSRmuB1gE#Tgy}ux;Rp*sc z?z?Jc*wwnsY(9gH9IWInWbD;vj2g#L#nRSq=e~V?8=Fc|LN=-I3x*x*9dWnrM6o^ybvOxoTc|(}z45uO z1gq9C&O3)UFUY-`4fyd{LIEF{>-g5N=AFJ^?;S}iyK*rFcZnq^!t4iezl|qE8~LVN ze|hz8)T_hcMT(Y3y8%@mt4T+goO;yTSC|P;TpVQC4~^{K=0qpa_dG~ke7i$~g?Y5H z7Ke4ReQAc5(g?j?Zg#SQ1VNl3Iq$%*St6>FNfWmBW{%kL@c+b z{b^Ct96g!#2MTw=mz{ZMjbonPDe4Q3#kMqNKRh?{X|8gMIa$u+S?GleCqHhH9W42UMp_hE-&x*P!)t)G$-AOS`-DLjfasAso zE+7WEe;-m0rGI;%ej7@BDG(Hm^^pIqe_Mure{BsH1R_dQ=+GlAzdvgaE>f|l)(NInAb=IisG-me?{KM?N4KQ$ zzyW?WVworbO&UjwkGR5n1C@yQ?pbArJ`KxvFA{MD%Z3C_=FFEP^Z*;<-B{<3wG%jE8Vw zf8odgIuZeH1w~5RiL;Lq!5aGwbp7^j2%`F`##OU~<<*=fB~v2w9Hg1AqXW{Ihq?rr zdx}&P?v0M;L<@Jo^RK%#-+9xpk2zMru0R07p(iS>=5#|eJ>`2(*n5^}wLDx#?+Rjn zI@S~YmuM#WB?zi#9{z`tqGIJBSs)}6JD}%G!x)mFvG4!V>&|V*pv%!3E7aylgL_yur~6%m z*)W^&Y7%$)R}U;a_LPJlJ3Uy znx_OJRNg5nl?o^kb)i{P0HF~QF1=7jvZ<6RI!$nrVUzHhz0Jql7T>iNI|!LCfVl#Y zFX;f0G(}=-oTW{Ar>qxM?mJR=c6fk4rCfL0C@$Ivy@d6DGxM5xpzEc1Kj9_g87cR4 zNZcIj9K$I&PEj+RJD#e!@Luq52afHv(0Swfib#&<)L19eXw-JUbV}#;f!}@k99F zI8-akL!Vm2j*MxA7?23mml^o~oo*xNkEWdxpj)on-%?wGC8;(i;MmM7gbPN|L;&#& z-TBd8oA}dTw^@8hsN~RV*x5u^f}e%b$d`+A>~DD&0mg7Gpq1GmCP1QDctD@M^(DP} zaPc0QeYY%6tX_;&Mq)j)dgVaiR4V|gMqr|iJ31$Ak?&K{rtVujp%tTC5@ygy@SwGMgTzy;HU3i zIRtKRxT;AReOlZqFyE$cTP;R#fkN33OhMLV1^xJ2`$%59cs|!4)esGvoPAE7jZGRN z8IZ8fQ7u7|bnRI;Qo83ig8W*J{(w8FiQV9{2-a`4=YY+rDG*zB{QWDDG?4uhPIdJG zaL10k&f6Pc$Ga?J;AviC7Cde@NAXBhEd3D^NM`XObp*WqG4n0f$r4|OvlPHkhF|Z~ z9g;uw%Py-Vv+)?tHg{0QovHIkM!JkBO{BhD{zCjDkf)d`!HiOrgF433s53>}y$mDI z2;W&aEJ}XyhZPxZTj1`$Vyk8tc`Y`j(_IVvt@1%8EyP&@U>ZUsiL!3+ayi*}rmE#U zy~SBZ-0*A)b!^;iOSg}rmDI4`y+J5p2f!$C`CnsNnPSL=okuK*?xm5pXAqU=U&v%? zu*IPi7-$U?G8y5eDg=K@Y{=!(3sdbJ>H_l9-&t6`A6Hsp7X$6STM=Vv>BrQWAwofH z&?~0WGcV)>z$Y=Cb$-7Ss$ouZO%R-e)T}FoUQGKu3YvLOO~!4+J}h~He_yTAM6|T> zE-(>Wf_tpiHAT~u*Z-oLPoN^g@%M|t{9pX)d1qjdlA^l(0)6-KA(Yw?i1E}yOJED; zDr+{VOid%*LfVf5C7q1Rs$~c_XnAaB56m&R%!OM3G}~j?yl6?Wp(DUU&Mnr8_j%JVA^#CmnW0<9liTgqpn$bNn8d3vP&N7{-U1f`mDs9p0 z0_%8}@S&o%Zl&dEj6tO`Y|z4|4hK7WfhiDDIzGQ^$XAvd7AgrE{sB*pq#?0HLQT z%06s6M&|Nr5Zegt_esd}1oK%+o_(f*faDqc0C825%5{mtV%Bme9q(l@{vE!+eDJ{} zLpW-yw%~EQp8EZMJH|wA+tgc?eb^?|vS~E;m)Sb=Xq46DOO*3#-b{H>-b^1HYuxS)#1IyfHxU6gm+xDtwIySRYls3NW6(E1N%mpuX!9_u$_V zn7`uQo_AbZUU;1iivH*G|JRp75n=i~B1~^R&XB+J-B=)1s&ZKF@W-xS@NO|y$;^+$ zODmUlzfD;E{vjlZNJ8lZB`x(>naFPbd-CU7c`G@9IeHa)&0)+W-$(}d2kGGQ+v!0y z?M{^`xsO^%(O){a`uGK}{>ko!Fm|*wG=;D^pW*-9DKlU9UnvfTp%es(w?--7*)N^8 zzAtx8yHr_=x}&^ZQlDgFa=bYWS*6nmzF-)%QU7Pq2G5~U*IkSxS4 z4~j>z5`A#8N$KT#<=>jf*7f0)M2e=7)$e2y5_LWR!%`EpKhlBN@Ga&@*x|`Jus>Ek z5f{3vE2n#1*Eclz?#7b?E_uHzVPf7wS1xW7bc$U5K=(@QzL>ZCto)Vxx~yR|;#9Po z#~)vgSA@X)i=PhfZYNBtRF9Yc%zOVSscQVy_;&86-G-!o0E9*$S%Y$_`Pv+rQmgV$ z3w=o}b2+zHwW??Q@UIO`V+yK+qH|&H?D-2Z)~?s`T=ph?1Xm>drHhv49&)w5w(al0 zipuVxuz>YK7V#OwsD>~&hxIJ4udtZ1cZ?(WlZGSU%+ITFrEF$@tv}qw@7O>9vap?n zff7xe2m^3Tw?0+p^Dg%3Gvq+yZ+6!j0xUPJ78Uio()={YQ&g$}9wtkD3TPSBa-p38 z9ZHIkE`ivsuTO-3awXxPr4>Q(J%fji=4Lc`MLU)q*EYio5z48Yh$SZXnB1dNAlV`g z1A{4%BgcqUzZw#xNxfb?2+RFzu+Os5)#v9t38NK%K2mC~-|VIOGS0u!r1aBVBumQ! zEt!dQ1i-ET{2ThSF0Swzo{_DViFcgo2k_>peAk4m0e?a)j0m&P45=dy9w;`2MAkdW zYyp>(t$?kumv5XHpk0fMShz#!wDk~ia0P{7jKJBD4!PyBa23S9l#W+9*ldy={s>^Z z4=h>)tB+tvVf%AQ`;q2g=W^f#ArQnw`pZlU=P5BEK?rdcz?AL5BK_AoL(rV)Rug(G ziChcnb7Eh}&XV?w={@hUJ2|42T_xH#3T_If_?8pF!n9$D6UOxM%HSu}=dF5S9diLA zy&`GGs$twA{zvQgEXF2(GDJJGJGfWW2DG-?ulwuhawm|}y z2$@46LS*~gL+k8M10WirsM=17>w`mRRvqy=#jJu`tTllCVh}M$ZNlwdXv@giLHxT_ znqlZ`z#KU4;DEsRt_|4Qk_Z-6dI=;!W{}f)l5RFl^d;S!z8*Vo9|W6zra7ePe8V8Src!H+GXtRC7b$!biR$H+AC5rB4d*c( zbM3e-kiRwrlT1d4RmX1L{)W7XIC}_vOz!9LSWHVImRW(_kym3%o|daU>ZPRv4O-7? z=TTBWP9}Qw6OKJ0j^0}l04$_dL``8xNDu<}<0#e&>;OunOjga$r==0G2a_cf;F<-? zOwB2d<1@GDa*)+#dAb;bE?AXTwOEL`qT`;W#brK+xsOfw!ECd}Z1u=l@3m?A#nUCV(H<0ImBQJeq9iD(WRBiFWIVc)nizR=^f+<2zpU@}piqZZ@zoFlISz zL3bd&0D#LoMTZcXyi}>lUJy(vc;kWKc7(pLyu;W{GzV-a4X16TnpzQCEl-;hKw3v4 zgQ1K@rZIaOV1-B<*Bfd^_=7&^@xsrZ8STpl$L44h8x5vuR6AejfZoO58F5CIz0ultLzm?R-}B zyUWQY6{B+ATa}Qrcm!@q!j57!rj4++%JOA-$0w}WLzOdNYZ7(}5%nn8iCdt-ZW`d@ zXlcmy?3tt2mqzhcj*{wB_8T0zlXl*2#_!uSWn6JlJwx0=v2-Y_c_tNJEcuLU;x?SS zUhSOWjam9@RtOIA*@N5UhAHNH!Rms$VWx9l?7V7RlWDbI!wh}NtQOuGE+Kx5%!g6`0iB8Tu(_{(_zhDQ zYZG^LrfYSuu9C8ituddzBc_5ld%_f{K6MFySn%2%;vQr~PNi)vC)W95KqTLU+JywB z%WbU;_qUF=z+L;YBmXi31&1%N3W|rAgO_b_y6S`<%VtR*D4k4i(Um8B*~F=p<|d>m zyn@YIY?RU1+V>OI-VLY(B_X3WJ#1Qis}q-3St+5Jq7XXe)6UD2vK>&Pn_fu3~7QQo6wey36c><0|B_0EcQmY1bX zEKZ=I!f*p6N&Pz#Joti_G-mcKM^N=8Z|Pej5F3MRNU5;cP1cz`CL$%!d4$@5iqqE0 z;ay{lQEiN#ehLj0V^c4uR-$H9aI`S-v3h6MYvp4Cb!Red^ev4Hxo8$*q!*<=$c z;+42!hehN$SN4iXP4|6ylfgEZA$o2yH|fx^Ui|dt>ucgUWz(ArZ+tO{uk)MBrzL%! zptR7Tj-Qi2&H5*a8E~2 z9G%Yz@w?*NCYL19kE~sL$zGr-L{I4I;X^w1L6dQ0=cxD1;6cr+ZD>~j<@BJHadPNz z&qwaPtIx^j!&S~OOk(LU`4>xbed^Ss$uF6=SPsx1(t2&3r<=t{{YbdPg;Vmmpj7#I z8IOOM%cX-@sDRp&SbxoR%%X+mMR38ftjNARawVf9JBsm_-BtE@y_@hI#gKJPFnJVR z?VcW2;4&1FF*tb2Tb;${>+lImV{kim*uhISSJSSPXDaV(i5#VNZ+h*Zy zxWHz4k1P1svv_X7ghTQpJcpCPY64U2p?M8wX=M=^NPi$N*^k|fGb4u?9qodazb}3K ztSKffj!>TFj2W}9@6OfO2O$R|Lzjq%dM-Upf8?5XP{u}+d7-1+vW_$7WrfWUg% z{KY3Jtf+Wcs!?c^-=&O6hcG*=q(_@Gj&)M-1;ll*#Dx-*170uOnk6CFjk_{hG?JaK?%y;$gP*bjr^c38!~i(aJTUb~pLn(uJ*-fxTI^e)$Mc zym9-V*)Qau<5wr=sOGHthGod}%suQX=~f|ALp0ECvvGs?rlTfMm%HDGaMDo zrjE>nC^ey>$HSm;PF&{)9?5#&JDUAMw3LN)U~oW^)lGM)LOWZ!UkmYB+R!od?{DQy z#hjLIM_vvV5PhOh->1?Rw?w}1(GssAL8njifNUvc($yR2OZYRlP`y7MKNi@V=8t5*BzIqA78KGFt#z^`1#)a3=6)x z0b*iR_kLqHOM;kZw;fvU;OF`gIV}rbvIy@kadt4?98TSJ^6a#4nFz9?er6;n*Qoa$ zr&P-kk~M)$*^WjSTKQ}Db<$0VNn#!Zm1P42fPL3U=)DftywAcJ_N1dAqNbI!ir#NF zG6RQh!LjMLX&WS_hhhF zr+a#9ZGH39$5S($OWb#DvSotvgT~n_C{eA&zWl^|*LFtZD9KKksMy2>eyfgVREo9g z^T*55FiXPDPWG?WLJ&`~tGP+V>&~ix)S`)OfJ=O_RDq>RIO}8_H%r!YtbDa?_G|hv z*5Rvmak>0@dsgA?=5qb~qe*8+e=tZ1{-F6p@52YWl1^xq z+Ty}Zi(KkI#CM;SS$G`@%>U4p;@7RsA5Ua|7mrx?jyE9edYGd;1A{#13tzV7OgSauc!Cm~to16bciS&;9%qsx1prw)K?T2egW{ zM^8)U`Y!i zSpHDmc(ybj<{u8{yV26X8Gq!qe?bnO1}r-v9U}q$a=! zIfJ$6Np+3{?M!hFA~|Ztr--H6_9q_H|MU&s{ft#I_k)6Hk!ZC^lkfKnNLr%k$zMA_ zZxT7abmh8cF?ar<$V<&fDvv*n;tW4=MZR@^$JSCE0d_oOe_y1$sCtcpJW@`|jA<@{ zP`VVQYg~hWd(-FQPrN_x13eIahcCn&_dLvCxl8>AJ%Mnm>NPpI|5YVX3#@*p=yIEkoXS>OSm2|2>Q)_#(Ioq>SVV1 zxSge~B1x~IURBOzt|pLvaSn%X?CPIIU;=)w!Aql?H&y*dLI5bccbH?c27XDc0lj+8xmT5QA! z_27?0ZQYp98XN2q!WG1_8Gte-JH3OI8P0FPJ zin#7KyJ=#^1=i6|;X=Mwgk=`Hh(GIY_B>H=0y6y1pR&(sc{0CF;503bt|sM? ziT=w@ztzG&KX6nJg-s29;NDQ7&`bD%+vtzZ{rQ1+srTDj7$bN6&frP%qU2qF1XH1= zVWg)8M8#`TEPgTCfj|fQ6xF6JyvML+6_~uRIe87-!}Bxq zzy0cO$&A`7N%+Fw=C}a&DfgdcN_v|b7z>xnOW<`~K+S~!#53}~*&Xt0)l3&*Le^(VMU?quxt^r=V_H|wcpN}e zhli#UYJ)4pz33ru2(75g<&3)sW2jXRwid3&L=Sv;bgfWupwxWo$BR!tl{?vp`9ffR zw~(`DZUwy9g06qi(q+Wkz}9LxJDR&==4E&C%szvgn}mOXt~ z-Fn<+xrio!Rz9yBcaq=Hh)VQqqU1Dm6_y>Rr8Lo$Dec4Y@lJi_dWGu4?v}9to8#;x zffuW$?CT6;oAQ08txmM^Y1rMt@QdM>-VrB5_I+mp?rceyg#Gc%cUjl3|CcX|;lmQ2`hn;ArT_B9ubA*f z_)hHy^2<*C1l}FDaUN~s2mDa8StP2S;u|~U9!UzYd6uD3devj*_bx%*iTCzS;`~+W z^V^Nq3O_41gCVocq{K9r@G5w)pSM@`<0T{M-egfUWZp&Ps)ThMo>jTjblUA^k<(V% z@nXl1b@lX*w=NOQA&OtLUgv1DEv$$Exm>1fqCyA3`=LydjJPbNB2+D(%Lfj}?u`o! zV0Tc}yE{KNfxVd_p=)HTaC_q~ZHk)wmni!Flh}>!gNI>W0pbNOg|oI}@@d(&1RYj> zV%kN0l$q7NUR_q7|T@7ds+`F!hT#{Ik3BewMjR& z{mO%$$;#&$yy$BVorWgpXHLTa%Sd3ny}!&8GxrnP3hX*3U@((W;tmh^Zz5*ozeG&! z|0ZG*|6huj)VRtekEc7iX=hpjvU}l#|IF%B)7+a1BFY1Apu*5@n-VeF1UZZm%hgMF zf+|A`%2Nm?DVHRS=4C~OYILFx8^J&(shyQ!qHu2n>r5-|-vpo7u82z|?OX(Qqh^L3 zOsY|DYGb}gTLHzTt0^3>G)Zp{q6PKH^R7+PRo!|=5SWGn<4lBOkECg z;r{Us5E0^N^EZz6yV<%NkZ~+vhmpN240^8P?{76-4QWDHKA?gG z>%(LNIh%cDn!i30rm(d-q=qHUE%gVG3$t3NMLzd97%~(eHxS!O|AL$QW|_fahJZG{ z#8>7}xrg9tfr*;M!7T&dL((3*O@A5rpD#|M#UE!99oAkFZwSP<`|zeI?iQ_Xi@(6A z=u)M^^L`UqvYZP?N7Dx>%RfmYiIUz!Zn(wpV--XH4N8Q}iwti{k5)HGQv<9tCcrGO z@?l=GebNFG-#|5wp7=)wMWu0qG|f%6sOwxX59ZaXBBUMoX26Wi$rh`J&z6MnBVfFC z3^!ue2QD`cTMpF9g)l#E)V7)0L)C%OO;q6Q1=|G{1jjyD*x2NagX0ELnv8W&xZeL? zGUyYR^XCO!*1pynBCre{BfFMmx;c0ghKt6XDPD7RV*uRJg&Vjr@~Xq`30_y(BZtW! z+GIZF7^(PypS^7e)m3dZw4VJa*@TmU_rnVvLPFf1fhgNB;LRZfybR8q3)O}ot1bGB zTRRflP6hF7jgOKZb03$jE5IP~`XdSc^v<`~B{nL-hz=@(;w~=2BB0<+ZMKotbnx>v zmI0Uihk~YL4_eh;TW_snchVZ(9T)NGiBqw1>jyj96&SCAXP=}#Y!?>hi*CQwSCUq! zHFJzNl(qS)_k6PH8``Qvx;dLH&VX*s4EIV=LcGgCe6F^3I}F6}>~YXdz7C3JBr>zr zJ#@zE0PmbG?6=yLEWBvQ!0Rjb^xjtUcg{lgF?XD%`4?NP8DM3D-K(&eu&lY)H1PvD zLtwk-(Ys@j6}uMlWxg#ZAdY`B?BHPwTx%DG0V@hXZ}13;PjDMTtfy%pauqo2nrzb4 z&f*XesR~8tyjY56QRQBMF@80maEwQQ;e;e)&g%frpvrl= zt)>9T9rsK&sfk7Hk_x!fr^>`n5CnopKr=|BOQyCl(|sUs@Aq8NWInwC5c8Mn;Z4~z~j%mJj?1_iB#~@RW70t zsdD$gt+4@5yxkAKYiR)gI~Z^>Org;f_>y`-^qkhm##`Hb^5ODM+J&sH8|LDJ7tkGzz#uKtfTvOS=1;%ebHWc%DDrKi>Bnjx)|s zYP0rQzd7eMulRoglS0=CM@+ZRt)Mun&leclNZpn33}ndufF{J}ktM_F?AOJ2OKzka zc^esJRVqH~qUw^^vlE)T(&-^4RIouN-plaTuaWuPw*K?dk1l1`NUA2-lJCEsk9ZNF z$4A4{d*=yPkObf$*L$@km>7cG0!+gLi7(#gwI-G=lv$?OS{fcsw0ciJ&nDY4dznbW zBB2hidV_N`L`o#^$%!?#qGL4TJI@AmaOpQSg zhoHq|etO)T?KB#>rg-UM>*2vQSLn}OO@Hjm`Ci;?z4vC))aVyoGVQ%jVM z3S>dVOayeDKqmRn2Jy`&S?Sp;-dfEUuYS7|V8n|@-%RWo5E+J8+OWK#PMgP#2zl}= z${FLKzJ+H2FvG35$85Z|xo&T;*TuiVFzW5jqDmAAg#xtnsK0xpoMaNk(jsRWZ z>XSoGj|q5!;&9d;lgL*eyPULr5U34A3d2gq}eaJIwMTcqP2*M#A-J(I2`Z_F}=o-BF*jPbWzk&9h zN0S+YSp=qBLKQH&5L;qWvk^-T1ASsb{Dw0m$`?NkQ^?V&_}8IF^@vFp6!=r^Kuij%qdY#V- z5C{!%H<5J?*2ya3=YF=%fao0uM6dmrhQ#$(q1V35-86gKLmF{5S4$_Ww=8LbQ_lwv z?|%Km1?859yo>T%*58Il+0RCdDi^3nTus8~aMlf+@cb5^OAvVFavIouy1qyZQEucI z(kxT3If@U7Dcs7JXf5R1B6^5@?#*c)xA?CQoNV4%3AL|i8UTB1{6f>!0=-l`V{%UB z$@$wsvdfH2_*Ee2vGnJwy427(ubuV$$;l3)sS6ivzqD1Ao24=Rco=cwDd&zYk&7E9 ziEE&7?42KdW>x7PCw-UeaX$H&Pz357r{#GRKm2THBIGSKcYO;9!S1)S^`pb zG|tM)7@M=*%@pEc*wP-HvW%@du-^VHpJ=WH*2qao)ylat0Hk@PO? zTPu~P=&R9uj*hF%%~yLjy6Ky0 z4)0dj**3o>9AUB6$FK2SI;5C6;NR2;l;Nr3-(;2D|F*13)SbjWm zj>y`>MhVV7+`%G#k*15jjX%83^pPB|6^Orx>9gWJbzs<6c|iM8Mv8;nweE;;y@aPC zV`pko=y%WTzb<#I#N(sBzs%+jJxd|+A1;&5+;L*+Pb;00x&@SUe?hRCfIf6zCnKm; z>k?_7y^+-~kZLe+K1V@39UxDmYMFCo)69PI=^q~WQn1YB;O8ve)6JW~(NAhpu9`_! z_M4Zzd+54Sd_IYPv~Ni*zCwbdNRZie*i&Kf3AT@qTf~I}9~9A)=;?!ioD|P(x{rKy z@aJ(k%;O9DlIZk2>0{?cE7@)JCQ6BQ(fh-%=Tw_zafRQ1x&9l2?frj+!A@t-Ss#@! zbJO)C{^~FP39(9R;5yOIrJCMk{snsd8sz^o)#o51HWiWaAEfgiAI3ceYz&$D_bQ_d z_v~%K4(EJdChKR`A-62w6|ooN)sBq|6&}sOyTM}odcT|7)3op<*TgYgg=|0f>UFEi z8f|>B%LzD$76?4`A1qe>`Ln?gz+%e=^|}U?aAtxeY!65PaJ_1=)i4_>%{2wUEZ;+| z8=M>YQG}1KW}PpOak={Nf?)%tat}{uwwdUkVd@AsJ>~6Gt?v*4ra#zQe~jldhd>LF zRcJ#KsxMdPB6&G*bffolG^TZp++uc5B`|<2x*?_C` z%rwMrp-Ro?z%_Xv>{VAMqSPNOnotj3^;9C~*hK{;ZWGLczKk!-#AoFSVxSDV{tt50 z7bQ}6<~K~=0KlwUUnfeX9`Q~EM_0r< zwMmR15Ib3x!X8lv1MgPraOvn!eZ;;=q#VM6#Ei&E=|(>f0cY|&(!Ha6s`Z5joC1M%eHEb@{q!(3H+E$tHLd}Avvt)00ML(= zSO;9|`gY;hM8d~}&9M(6XEDMO!_Gc9d%!Q-jyMA%oG74cH(i!6tvhCJX#OhH0KiTA za#6UAlpmfor>yFLn1cUz$l$>;MhYRp@0)CIc z+T+jX!^eR#&`Rq*V21w#kT+_ji{M`N2vX!810c{EM#7Ztu`-tV2;rcBUu^TJ0j~(V?-BrUkI*!o!C!>TE?sWO^VMpKRe#UqGz&gv zD!Gf9n2eOLDxUsah@?vT0A!Tx{n_{Q&-Zha={t<^84zDkZ1;`7el22pn2YQCUJsi5 z7Z`2#?z3-OSkW0((dKu)pM!)@zj_e=PU2JzXutcPD@S$2Tn`2rzSLpsUN`Q5W^^$Kt9Pu2P;;v!-H%h1nE< zzIbV6fv`?1sZX44|esEU}{OagQxe3)h zA+2UV^0N2=OI5xQ{3tw|MgZGy zQ%Kg+;MG}wsI4ZK_QrA8m~5Ug1ill$QDDU)Zb$RtG2T~2v}bMs$7d|olK(?pim9uj zoFOBv^5-Ey>`dN_tMB}J5bG$Rezf;lD4hz|YtuqH%}FpCAo0M3eJ=~hyjNQScRCTb zytTaBC9ty&sOV;xujV6X^Ml*bLT9UV>l7I$Yu~Chut1VOWbMaX_HCOES;39m0os?GH^i^{z3rH39ynVE^Uy^TEKJpb}m7mudMiVOkX zBU%Zso^G!4rU(1L#lP5ZH7Yy_Fa%sAI6m3$k3~uE%B;)1ztB~5=7W)g93b{DX#LO% zzZS@gxaY0;MNaW`eh7NnbE~zh#vdQtAA|;AbV&z72{Wu3*jb!nzU?qGl>=+qYt4-xpf^C~`DefM(R%STjNtk@L5%VMV4vA#AeSDR~ zEr0Zf%U)IUY6mZ@qAL&77zpT${3d?wA~4slB#@q9pC&5NYxtn#Shm;GK|q`Nr%iB@ zKgO4PI9!_8%6q||xXxxc&gjmw&lGF#ipW{-|1WKb+${~4Ge6O-6`{Vj-`b{AKUjjTuABwY$!hpv;CM4 z&la#Vdy^`4um{T`txT0CU?eE=^p$?>fB%?!xbKB9?wf0vq#l$D29wXO7)?Gve^!fo zb?@)_W!SxXDyK#DT@~3mwu2y zu7!fb`zzMNPRLW}$XiTie?tDJ=lFBIDX`jAFVRS9Mwn@xB6UWJvXnNiD+{7oYF*?Q)>(~hEw_+ z4yT5%YQ@BH94YT$PNu{ZYD*UEr>zR2zPOsCys?zaHb-s@BsPgYVK6wS*7`?_8r{k+n zxmBZuowk1t#nNV4R-Gj-y~BYrjMR~rkYX462r%3(L+vWtq<4G5nsogBdJ1+*q zOQ1X3Cis9U(GwAusTNpgoJjr#7`zUMOSzF2NSQ|!+Z7y)o1WX^f!SQdDi8^kp)!Vl zu7Is5rMSoIim#CO$fl8cFA=ipEZc+jj4j@WkxUKbK!59khL(W^41g}9xZka z1=r|Sf$?jI>@#+tx}#v}iS)shrSPxf;E;&*AnOG{vnOSTpqXMrnBU?XXBz0bPFp+^ zvW-P*ClVA}S?Kt^tLpMUpT#kH|Mvpf_9=@hBL1Uz?5}*Dtx}^u#F$mpj~Kih(BF|o zQTWDR-OF1YL^Du$INfTvRG2ZKM2S75gvxr;n1GGBS{OZkG`k{#qUi8rKT@E?!W4<- zwV`O~%*x=mC=T-Mjbk-Q-!FBhMR81@lqhq3lq@YgL7jyku(+MQ{K8p((mTeAgZ>&e zt%@Xt`Cf3e3r!;LW$L;~9}CR}h42RSyR>`^O`wF%I@Hhx$mDP2ADH8VC0jnadBW*F-(yHYn-S*jUKv= z726(Aa+;($x#vi8p5p@MCr$4L!FtdCT6lGB3iKo6BJ^PL0IY;Tih5jKcUz*p&_>0r z4A_U`P0aL>oWowk8mDd&l;j)<#Qghc^e@3ZUm$arEU?7NWM)T9W}Yr@B_UI z_{C=(S#d7&PRM-eQ?C)-BQN%O6@F2ky>Z^ojWvCmh~skMbj*$Vpgj**S)tpg<_TtlY$1&0dLjA>i2n`JGA(lEvY=@Lg!^^-Q&Q6wY@@Zc(Y820POg;_;h6^__w&xV<(E z+o^_0BAum>t${eilNp{vKOe`v>eBe*Qm6k6t$*h591=ytz)Fi##ATf*1Ha!mK8%^&WZNb33@G`C}WQ&w2;vP?4LySKVgsZo|EwVWHGNduZD{ z*Pm({{s}q|swGFz?q$HlX6fq!PS`*R87ABq)?sxYCBQk$881#zRDJ`7xKD{cfT$v( z6Z{yayscX6E)x*BkzP$^uJ0iDp+K-ZPDEWi!b0l!r$6`wBlu%oVOYVR)BN7eyS}I` zkHyH#`5I+wjn zV=;R_kl*fndRnzSx+dDdv1h&VWb>p0ilUMsom@wru4T#2#ro!{bLrlXoM|UF(Hzlc z6n=SC#-7Fe%NR*n_!YNn@AEI0D^(Qp)8r|-G~j#scT}V6MhQ^{y1axIruvt6bWlBS zZ+zPu4>8_-2@kXqRNV`_{C;4@qOJe>wI0m6lV1!R&r%d3Hr%5e%1-NB7pB$#HHfoe{+}fJ?+(?nB=2mL^ zwLRJ`VHzfB4QmiABO~01y&vc(P+JZ@SCp9BK5g1}7|=cMpfl5ewb5E~`Q>TKcTdDg|T=SBPQf41zs>}J#lJfyctQ%X}e>x+z|DrbNkaa zD?XGS^UUtPNxV<%Xik-pM-mPyo%z_Q!53QRx$Go{MXOs;n-xjq3x!53=2V_{`PR6X zblSyCM3c<>IrI7=suQ~#<3se)^5T=|Y_J4s#U#Fa!cDHKC|3G|@t+UwamEq)<6hYZ zjJmi!iP3lb*%1ACRq&)UOd-v;i;=wl|Mo#D;yM+he;t0mE;%tH zkb*8_aegn>&DG)hE_W5z^Yy8VrS<=MIgiV6&u7ZqO}ld`V9-1s$7=C-6Fn2|HiCQK()PTEX?rw>Z z>*p(7pm6&L$s&k$%JPGa-O0B%Kb%4WxIPX6Mads`$dwSlan<-7FhHt%uvMh^dY3EmS1~55 z(W$x74_PCdui%~m+ogo%c381Tp4yax=KHN3q-TmLAxhhdkpR4OIDT>#$H!n>8I8b> zP|>>5gT0xU=GIy8Tp^`94)SqSVMWiB1Mzc6$7o92&-EH)>>LngM(pv)dwu4KP2p54 z_q(={6MIsuVcpUk;E`}eNgGhoX2)hv~WRq#I*&eVclVL@!f8)EVyL)%6J5&AHB(2(M)P*3%STJO@&L2}^%L(a~5Mu4g zV31pu?TnZbxXNKjw?p|xcV$or=A7IGRJxU7v+e-ylN^EN2mc&diT%svkt^6Inj1r} z8S*8CqqY#gVdL85yXZAmzf}D1c|HZsj+2dO-baqtd^J6v@#C9kIZxlB!e3vDkr9c( z!|S(L=4*fe#)Z;(wFEur z-@9~YX=u>H#mo+79%IB)%be8#Qgnqr<+KAF+5$7K!yL^;yZ9Amm`A<^+0u);DmoGJ ztb*2Ua>#orMwz=pP6ON6f?}+u2Lz-t2FNtkOy{kF06b-bcb@aT8odp)gxZL>zF6Cy z>?go5QUGBv%3<(!GcAxK&UymbMD>!eY;*1Q7+&P@fttJCY>-c}qxgh_yyo?JQm3{g zu`-4q)YvN*tqJmSZ_SkR9^G8-hi1Mm(NcY;Z@vL$NcVGA_k8;gJLA^OodkLEA4XuxVicZyCX+H%cly zfgir}W_g0lxrvE@M*!c$qlk~Z61-+s;myiw!1f%K-~nG_{RslRD42peJSzQL!C52& zuH-7TE!4DC{qS(dSG>V%gys6bX7z1(h9bDNo*qOmU2A$_@d?^5oEOc4jTVzz(I$!? zebmr=1C5GYxQ+Wllj<=hnuNu|PoF*wFVj~}KSz;*I~@k!(uu^tqne=6@W{iz%{igev@3Y2H4f+oQ>t7SyUlX_>QK>mM%>> zltCBKLe%*Ed7k79>A&Cj;9~(vq=Bb$67pkM*c(YDWGn7FpFnveC(U@Nmg`qUuF6i1 zp-H1LNv3WFa;r&tJld3e@q}KR`-P!NMU3-VR8R&^DneQD@H{{TD(rkU33PSK(!M9s zu#8X6b)&}v1uZ1EkWCM-d^ULgY+?=u-X@^Th3vqFg3pgG1o~wJ8-O&-J%G$q(Jkgk3Km9(>tqTrnY`6 z^z!$>k#C`&!#iCa8+>~hmWVKiX8&D6d`T2(0;x(hRZ$eLm(_H2vG2zC@cJF~)V^MF zxPGWW*|ac>PF0R+Wo;t%1 z=48b0U>=NEnU}EIfw`M+E&qVcf?U5*@_YOdJ`cZz9HnwR2SFgY@f~G7Q-UonA-g^e zUMs3~I1Q9x!JYvW63aA!^!i)aWSz9rxa7@@x3-Vn+vJVxKfQWPVg2~j?SFSyoLHxu zQzg@A9|q?>XRFPtQuhpBy@OK5t>!M=_d!Q2dIhm~7C0+I$2-ii_f$(HZ;qfpA9~$M z;b?XCK;qTGt2_26PP>aH-;PAh6CNiJFNWI}5o1L3mKTkcC2845mSPoVhb*ZucVRa0j2{N1s8yn}{S%?nlw9XP8-8iv>zS-YQW7!fZkyqqFRa$;Z z4&d*nWy8MxE&4f{7se->Xl#~Zsz#IK@76V*t{OE}-VQrf4Rsr}+8{>YSu{gY)d?Ki zV*ObfZmrScXFd_8stWbAEUv}(LLnr#u*?^_AepTTX5%ybm zZ-8CMe;7#s*L3{bmhPjizh7LKBi8Be)JIX0AJ~Wbx+%>*70JPFsz`vCjQBFHd!DD~ ziVSAj=%J2kWJXPD-rr4q5TYYmE;9efOHwy>GyaG`_LfjY7q7ns-=Bf}&sP+mfgObY zDJkl|J1k_~qIYFvK<{j#^B)6;e{_#6SAk4obz#@6G(zGj9}#6*_lhDAk_}QW6fZiI z^G5u$Fv~Gvyl&Z*due)&tvi_g`lVc-tP=iUJaV!;{s@Wm>Mfrpo8F-b?}#gH5YleD zsn-;%KPy9dE$g{&ji~4RW0GPExuhZfy=1Z3#pjV<|GfG?SIt5KV_gHM8z)Ann|JaV zIx2>mE%a)fjeiFEYw(Ruk=n9Qs$8`~y&_p`Q0kmQw&aH9e%8u;TNSXP2zaypB0Rer zJ(WLvh1|$u-Tx7ivl>n-rh~+qmL!;$7nhrzc1X&>S_3j;hvmkX!J+Xd|NQlc{bytu z3|#M%W^}n~SKQNfocxZCcVh8j_zhZtS1{ z*BxdHJjL3W%KdWx-YNlFicS5xaRL6Tg8gjglap@fp&;i$fRcyu#dRp*+Bn&zJjzV2|C=}+h08>f`~ynqGyA;Pg&R=4RVxh=w2}bwjYeXfC@OEQ0lApp zbJYS~@q-*vZ!3r^lP{=Ry$U|;NoRPB4R<#eY}+MdMH2J$OXR^~nW?|bG489ew<_XL z1*s$zmp%sAB)Z;fhv7LE#mHhxC5Ry`{FgHYrDE+L6AHRfI64vbwUOk(x>jJ3 zfp_NZ!$0IR=|4k)C8Fa=EhxsNRr%;49m&Ibl;}LDAF0b0snaxl-zuhrBk=HLqSg-A zq%3*}3zJqW`S$+x9YAhpNxHxR!D0#tXy~VCF0Dk;_<*;1!sRhcHMWk=&4DT(aZLn# zm3P3LU;>##;&@V!JVM|!Fvl4> z-%nLx#kzdfqE+N$fVi4yT|5pm5*EfkMuUW0o*~T=#hl&xY2MIj-W2`>Xai`3`>;&V zlWZOB_vhCCGn=XDj`o0b&?I)3>2^fHp$u+rC+sWUP7hxE*T5a-i=28pSCoTWRk3-cT>uA7`VWLjfppWbnR-w>Lq|_mAbND{#eL@H4 zo$ijYQmYO+tut%Ads|D6vOR-yH>v(PI5S`rg~9R>VoUWjHdDhebwbP&gn*S=z6Pj)@udx$>PE#d#GQld6etm0_K_*$BPG z!Ib}`_<~0+9}Bg0_RCk!c$1INQmk15=LX7kxWFgsqy+bkH`zUfCMF|Sf>$D9N`&qD z7@)kZdb}MS4Eg$;A{X^9vVi_8fA6uQ&m=hr$o%g&MvUg?$6B2pjx0 zSk+M{HGJ;4h{eNC#*GXx`qK8$sXhg&yh7W+IzThSDiq!j5pW)s6kw{#COqgGr61jv zUyWo;SkV0ox*&n#gVTNOrJ$CC=Rv^xZ$%Ck`Hz_hQJbG2Svzj6%L5sGEV}^k^lkHw1AJr^ruqeWq$LOH*^wSed+fU z+VGkm48VYYwrwMXyRLP0yF82<;%*K+~( zF~4*r%Cw(4xgc`h`2EA5T5Cja{p-(2Vzf*uj%FUiPZ1=NQ&>-?|Ewrm*K1r8y0Vf! z$~g(J%kcr7Syz@iy}CeAL5ji?UbWNuTf8GT|57+V&OjK!n%kr$xAQjdLI6DFBt-b} zh`6>ib+9ng^(6dVQ2P*j7Q0RA4CcSEAEYzkl)u++iMoyR+Vk&*2F}GWRk%5tO>2|j z-3jn)!G#nc5UCFAaz1f$Zw&q|0Q^sppaNDPZAA5H=}f3O@mH#U47DCF#)%2Pn+1s~ zcAF-f-1qisek6hKZS!-V*6mF1=?#ev+ykHfmN{D%@zXL}c}>X+|Ll^2~NbLRG=%=z@B(IC84)z{V(|-WYPYz@t)*>eFlXEpP#wt~f##qwr{FfR)}) zq2nHsNEcH6Dd^zEXTr_L*fN{o`Gp2~-OqH&lueUvz(#xRTyKAoQ z;CCjna<4n;ubxtx6Jg}Vdh^g))FJ>FNFa*s`!DVQLY58!03?6LU&aRn65S23k4FKg zB!DZ)YklUNl2YFdk!P=OxWl>-1rrCIITag7T7@W)I`+SzUC+W#F0%m8f%w|glSIQ# z7OOLX{SOKGR}<;KeFdmIEB$3M*0EB4z8{k%-nBg!R+rrSAz-fklA)oNh+fhTe-f#? z0~Icxl0Pdx7qB8E4Ds6hVU0ft8>#OGQ(^na0uu~Hv;cnL0)^ZvMbC0q!}Dr5UlD=! zE9VuT+rTzJgFZI{iUTaG=R9;`D*uW9`Ugqhqnitwv9!7{>WL&th=YHb=4(?KB#_1e z8i1z9^6_^dOGZ4HTFB-+U}#Se-kUdK77OM*SB9Xv2y9WE8^pzt0%Deu0)w}ntJ9X@p|8W*cFCf{*?XK2(GAtsC?Ue)iZ>q_@~>R zX#w4cS?`Q3G)oxf-=8B;FrpI#P9cT5KouZ5?yf7-Y5scXOT#Y5t#x&N?ys2CV^`&l9xM<*5e!u_|J=L7bK8PQ@vV+!7inM6c`iS* zfn-1<8(2>1kSonl6lSks=K6ij)$M3=ZyLKfgf+eg)rEh^-kV;24QW_kMR|T2dheSyi=AnK&ybmWQ?YdG zNmxY}fGg@Li%)LCT5PJO`ZM%JC2nK|u%U9#(JOiZE7D$0*APL9Pl$VF+TW)A%Fxkab?qLN&k8W-hit!%bA5CElJ26Hh}GNqfYV=8<4%HRC41s*E4v z-RaFW%qJb&UdqRNGUja(1XAs(jRyu_2&(Bn`*}g)-$j%b>vayVNC+?MjW@TRI*7z* z!(Hw=FD$hBw8uOl-9RkEJ4tO^`EuPsX&lL}$VX!PEmHlhTl0A6#v?pLq5a=~{F~}L z6Vf92*+PixO0}tl9iovmRS%DDWmk_xl1E9&6AK?U^S|a)hr^k5aH~qqV(?{=6f5aJ zJ1eKl$BMFMZDlInHVOXg4MWx!w*!vp?mUWmluq^cm4rt4aRpLi46DBVt6zgpet#0K z^msZG({;?f%jPkTKa^-A&n)d$Z0IATumLZr((W;Y<(>2w%exrkIQP}qv)Kw}&!JC_ zg|$^HFhM8bIoeR1ss2Ffuxo72kqxd52?rVOKl(=5$UiE<4kRiQv#27iefYH-jl?IeNHQP5!j7-ZP3hzGhG;qvrzEyu> zS8uboerQW_cj_aI4uD}w)s$TzTQ89%htPOn4otbrsAmZZAJ|p@mUu}2K8=lS9a&g_3uC2T4M3N3|OZ*P>>^# zn9yuNzeAsnC62CoaziJ7rCf-g+^J5I@GezJ61|=vXgx+Aa_h@dX}<$$iQU8A!PhLf~`bc5E zzYI+Ke;H5eBjAwf-iY`ok2q(~Nde$MdIm@`UH!qSTI1WU*{2jf%pwh_s~tacS-2%k~x!c=(NeX)QMF?;GF;$ zGuYTn3AZnJhO&^=DsM|PxKcSfH~fI@kI)8W2sW&lIU=^}?n^%jl2y65vjaKRihIYK zE`+P`?otiud)SZO4ZeNrS=x z5Y;Yh^DYDMgnQ@*4pdb=*I#M#)jm-_5$mkGr$RTAPh;zH1D)KSP$_IxfBi4T<$#jUA=Q2}O}7gkFzC zhjl`@3>3fllHHEFQWC6;L}Nc=frX!gIZeOUGKT+Sv$iLVtr^1g6oLOMULr>^3hOa$ zXwPE6-f`H2U(|i^hc)?he5A0~`mME9?~fPaJYf>LRqF7@^;vJco z+Uudv2)c#l4*#v-#vYblcqV^&Kk(286x=89Fh_$)KI3#q?&X1NNssCH7b5?JQ*N9m z=C-64c9cQt3uy$*NJx!G&Cb+w%bE*+`&uRwjfC%1(BEBuBK0}2GVa?hAQqY4dFxz~ zLqFXtUyl88v#f$NngGQp=?;3y7b9gPwaTnk9|;6JB>0-ik_|eMz$%1+2h_14GNPTC zFUDRQn3BmiA5|RC24A~>o1jAg-%gAR*Bm2=mBAV>SC#qx*SdPK-HM-e&8MMg!> zvo+3Oi)37|rox{|MoY23Y)?clJ2zTZ-=I|crXCZ@ZgA@S!%yT*Bttidjl*9%MQ6aF zOv$qXUU@&bI#v+nHq&jy-V&?fB_0#$ue}{(6(RNpkmj&>ESCqyGO&|-Kqk|fe$Gxz zqD7UAg?4$2pkoJSAm*QT@8zYH?|Ns`>HnkYZfm%`T-9ihDCX|4_G0Oa@uf=)7{{8B zr&8qr00DlUhhGg{BCr#nl_O z)W)Mc+mNrxc7uIM%OR2R$wBJSjY4{*3U|#&vfd|NL#jJ(qu-#sf^ewMjjLJnX47jG zWQ4oyeZ&l@w0Epc4*WqfeeshL*~G~xUL3-Qcj_+_M9T7F5fK`TE(BQO;z3|RZlbtn zmxp^|7e;TyYX#!)>%YG87s4}9%_L1T-!&54EomNB9zLs_qdHtajfybm zyOTQTc+Bb>-`Ez!Rp0&3@>2#Url?Wz3hGh>2giS&7QLnXHvu^}p~5vu-)qhXieXbp z;0K?P4OeBnOow4{kK;k%9{PxNblVG=8qa`=(sQ$irMFkOQiepgzbxG)7?l3yt!b_B z(_6EuB(qh-I6!7O2#j35R&g@&A9tSk7`THyss+lS{V)4*;G=5uwSY@+k_PWaT8G_C zO$_0h3)lv!jpsK-hX9}dn>fow3B>c@r!DE_UM>yapStjEfv&HTT5aOG8FFie;rZ6+?+~XPA7jC`H%pTH+0EEZ^W``PJvY zN1XAPX4yP)%_fEl!?UMfp}C^P*qN~Q%_lctZ(|=OjBn`?mDF|kMX)mijf$pkymG33 z?;v9p6U|%6bFFlOxs~Xm)-ElHLwJm;%%x^!6F9UZ$j?4pVmMD}e3G-&LgMzNo5yLg z1j|GR@x3VOI0SnZfxH_Fv%gY-VTG*b8JDBiw}@pqRy0FB^Bs!IXRWA1$SKVhfyKy= zmp%G{gwB`+Aj!aKoVC->g={U22VQrQkS*6^D8=r-4XwV0NwO|itKVQe7QYk`Hv&CC zXWLdVU)b5sm9em$q*+x5y?3Lh!)ZRJrWoZ47`lfJJm|-)~p6l|MTJa7UKJU>OhUaNL0;lEMaYH>j4#vrEKKo&&qEb{4OwAC2%I{nKvBdne_XBRbp72R zi>>Rv@;d~Rwb9LN2AFr!lgl)H4Jd8n+jI|aP=W{Cl#OUZ>&nnUb+K^u3v%99g_=VJ z`z9z22K}cl!RueWPXG8!)+8iLUt}M4!9yLS9<01ABN88Itn#EIu9p-k;>l7JiE_(^ zCUu!QUF!W-U?kQZUC3E_x9xTw2(k40PNvODc&)!yIv$BT9P~fR^1LWchuv>YyphBq zqGUvvGIUjPV!f1#QXW#KVdvydyKF%WhVOe>s*4ZGs(Wuv?vo>=nv1G{sXsIU9edu)N;aqK3U12;T#ocU0WJA)Q0?bB`r zbW`UE%+S3}bb$QLB zoO2A%i2hM}@iyDTitN5j>>!cIi*I;+1=E@Th8Eo#;gr81hutfNsyI`MzUvB*+cV`l z@0}N7Q0_E(e$Y?kdQ$mP>tR#kl1*g|%BTCF*K7$D{5j;|bHY(^qR*Komqhy{H$zq5%vzx)pDfkvDGDX0Vub6PABU&L?t_Thkn$(ua&QNZ?manlbs4t%S7<8al z-Fh=cN9c=v@k#+e0k(SAM}*LURE^7x$m5im3}t%MbvyC7xY7cB14)t)iO~6;G)^$qgwEoZsYXVoD6F{3k7QX4Z@&GRHzR03@}5 z7IF2n0=*J!jxw%1Bnu#41=3o)kB9z1k$I@8cQh=I6g5xN@O=#Gtpwb_9zPF(&xXis z6=952K{6DPoTV&D3!8!RBG{%6^h~pz!C|RX&*$rL!kPpaI6|ig0>G|tAPg~>rYHv= z(TFgPAk0Fqtwk>Qo-v?7R|0XN$}kcOg{&p9L-Q*AiF>n>y{^Ir;KIS)7P*gx7i=m% zHJ_guO;3sWYTeeqzAlO_5SwUma(#a%>T~`PSVf*8y=%MS+;CzxP14Wd;9gM|Bx4|! zc2yvu(=2l^f<)_w5Lnu|Kc(+kygQS5Ilbeu&V0xwQ*XU}m0X~2wEwSXrHcseoNglJ zFVO+_LYkG}jg0t77!{BgdMdczUv<7=4>xiU@c$Fu@__(?n?Ks_hJBeiD-q45P8TAU zmRg5F(Fz#1P_T~g0?W%t83J`Bpbl9;Csqu?f9=Ve2N*nkph1t0% z3lkIXGd=}%DG^^G{ci0_6E*zODHNFa^d_&sbr-Hn)ot)D{0NvCJN#D(NLC}o(YBs8 z1UE6oM)~SkX7M?8ch6J6O+?G0KaecNvNN#T!SyMpCa-EKNcmDnih&daU)(?tBPNAM zf^>5b&_bcU01462F>_hg{i>mgDWQT9sQQSXH;{hnspr3po&50;2Lf!&#IWARwJOU` zR5G`?!;L*kHx~zO#oH0e1Z?_FK1u~h36>__7T}3EwfjhHk+ zdFIzWJ_x^>eUR+d%c+6*g?}JRI1qS2OnyrAl@TclVJCXckOpf!{ni^wwv- z)3gIk%5P>AM1C`qpMSOT2C``ni-!qbr%jw4hNTop2a58m`L zRKv-`3xEPn+-c~tktle;Mjaa(>}5QTGF6^2B8hV_vnIr;8kH+R%AIM|pofxz9W@7Rw&ID@r)Iw17Itxj1C8H|UV%IE6MZfhz! zxf|Ktw$e`w9^oWB$t`m#U{Th|J%IEy1M%Y5+RXNR&!|NKXRF1ey;AjFZx^e|ti43P zJ&`Q$M=k~@G@4WdJ_%02y(Nes2O`ULm`O3atF1ilS02P&*0R2TA=YUK%fn~{gD`la zRcrd)1uHsZp9S@Cbq*;m73GqCGb(PkQmI{@=txjfE|s>#OzEaeXeZnbzJK-E9UJ#Ff@OHp! zc6Fg%?e;5)AJ&2PJ+L+*#XPznK`%A5z+=&Me*=$WQwE22!Z5@t!J1hBqQ=TzGk4Uh zj0jR#Ag&3Yz{<-?qY}{qOu;yFQO|P;0)DNMz<96s6K6@=*cn#MLsibNF!T;Dq*->j zJGaUzO6EoCyVV#t$J+aW;RtRqt4^E7&ZsBJDLm%ylg9|+MEmJCXdI~vJh0c9&e{{b z*~+|jjWVGp^LYqrf`yToBn%f{2Wu?A>vgOh(WLD2$a$eJ?~z>UB%N04tVBZ&?|WH^ z&Q}E>*|1EPtkvSFQ<@4Xsji`oy7-D*AoT)R^G>}Onc^yVJaK~We)ARQ;*ZQOTY)>n zrcY=iF*g~qswr5-3Fql5=PfHy=X|~zfQ2xdkP827;z!RiQo!S!#WxGkj%)1dG z*R&^_K8bxVxN()qQOuf1l_Z;#(q|)s&H0KX^6rI6%cb6c-?8$BxVa74aps;*aKv+5 zgn@3_>r;?MGHDZ?09lofj&hjRb5HK~R-y0t*XnWT{{=6-6p-i+2o07vw_iKN_!uc#|Zk`1PbnuOZjFkypCR1EXF^>S_pzCR@aE~IOS@>hzClQUZcE8=bs5Jv1%&KSMS zHd0Es&*A;?+G*SsHa0aQ$sey92X5x4pqd#&y#-Ij2NFs4aWTiYXg10E$VYhH%c#6B zM_IJ(pZ!u6l#DfED+WmO+9439Tn$fZ$}+_4CyOzD8NX<-}W=`5(#FP+7%@e!iDP{Q_wfe=BYU>Npbp& z7Ve?jRjPT6pD=K6K80BU|DnsY9?nhLFt?FV(PbvQ_lkSu){F|r$PEV8x3$AM8nnsi z^2GG=U!|v?x z^i93oBBqe1DrJI0s}z1xq0d+e+|tO~OA&TVGQGFp4t6H}((gMR`RB0T$JWo!;$$4X!RJe-7LxaLs|Z9Cv7}CMhfP?8I@k8dym$4T z^)~5xuXMOG=DJ6jLNppBU%NNBWb;Xs&7CgK2GzuDe3od|wK6zsgcQy5DenE!Iu*LG z+x6|1-@&}ebMVgXySrDan39^Ie;%JR%J0fh62;h;Ybm8;Bf(&swcyOHNrI_e*3` zC!R-VHYrCnV7+^xtBTFVwNT9*Y|VemECK(!_YFN-Yv#4wbpe)(qu;wrbh5u7hTD>B zuAmGl`{Ax4u$JgGmt(YlUDrrRz~LTOtPe;YA+%7BI zLA~G(^`eOjJq`APL*F5(1~03k4g>E}@(*D*yjp{xW>M7F?d4I;>vxM1+(HMRDsz8p zD&S0(loYBs-xg<*wQ60py-I34SI*c9fsmb*APY3$$bX|rZME99-Q&TwYh3vMHFus- zO>kSE2NeYZf`W;lpeR*Js3I*W7!?o#sPrO8sDjc1gia^|g7hLFy@lQ(fK&-px}fyl zo6^xaJkP!NedoUK%$iwiJ`A7ukhV@v&fe#@_x}Hv^Vz+jYR?h8d6EY90|DZFowpTw z@0~Q7s8q2>?K_RWD@b}ni2!XDk6n}+2wu_$1H*j^@UdzzCr>O6Nv- z9?}>1mfB!1TbDEFMJW=8}9%MNJ3YNko7KIg2zwXvc zANGc5sq0uHEr7<=nu%g~@A(D7m7j(`a6v(GZ+F?b9dy;~ zcCphAWlHV+=>N8HEj~2_F)F#!DP+8oS8=zbQ&55KTgU8Fru0cR;{qTK!hTE+F-2$J zGZsAk#N^)z)>eD}1tPr+d{T)z%6gqi99YJ0oPmK+8BjH7Pcb&C3l;ugCjI@fuwMD7 zIk$I3J1})aud-U+e;(XJdg+-ca$@Dhm|_vgHnOl)bQd4uQ#sX#XEVyrKLrswL<|h4k4=C+Obf6O?qU!D*9_g+*xMnJeFU&}#z0d@MEYo?C&#!U zU9^cxC z=W*8^uIqu|s#0_SdSJh==2wh68xLukhz#8va8uiT%p@qxr5GH|jASgBaG^ocEjl!6!B_iJ)fQ+8Gv*cvzaeb-e!%6FosUtxJJNi-TTw4^Iz?Ng z#tlRHaJ&YQ$olNNL3(k~TaEbh1NMa_U3cUEa;rOS-Nv&IekEN8(U9-A^zSX2ijV~k z>4SjNtV@@p9z>!T&}27uDg#Y8-tL$O#l35xNwe{Fi8k$A=ZC$yGGZD-$4?s;yYJ0V z?Ev6bnPuB8mKp1^Ue#Zay*ET@UjEGxA_OQakYu$h$qORV=)T_qhn zVWDz@MbF=5C_7^53<(K)gxtdi&oxbAV~yj8E%l(HOl8f|P8#$Z2>VvQJ-^7BI2n@i z3U~~Qo_e!gdwBKrK2r+Mh%EYfRP zK3q0Fpm+w13zJ98G7~z1B|VxCIKZ9eZR)5P+UxGeTluaks2-_39Z?EHo9sb0#k$kf z>@{Jl)fn{cIZjAcKre~*cHEJk60u9~k_H2l`6qJMM?G6j{G;)EGHX(~>y-L+xkDzn z{j_f1c7LKtmZdRqVFtdUsdgiKFhDth1I5b|VXUTmryp*%9UUnZh~n*0)_}s3s}<^< z2UH$2te~e3J#a9+Z@iROB|4OjOE46_=GvgsB^Nu};Lm%CN8b(g_|0mA>~ai47%`5o zDhfYd(w=bt<7x{AfNZs6Vr0KMhPMU@b(`)pAA+**QtPYBuNsaUA@HlMf6eHxhb(l$ zGm_k#ZTsXn7+NI`l~Q=82eTidT6R^B}Vl1%mZi@hJYK zUpRpf&ln4hkcVd-!k-EfJ>Jxu4*fgsRDjxYxzuB8IN9$(770y(kh9Oq+iJn2PB$$J z#C%0=Zl3I_LQI8&ynWl(G+`0Fte)iR?`ws{mdJ3F!ZVkG@5L4e;Apnj4=<22J2YC9 zfQUduh2x89V;n}!x`22el^TgD5M~#6dKgQ7d^GXrF4$2O+Bf|-d1CTvf={8vSYsUS z-jVLt7$xzgw0v2UsZOuhhJY5nskAQ*SAkLDC+!HWVe5)Y#I*nIA1;|mZq)~1iY;N+ zE+;!9Y}HF0I>{5K`2zvY03~K9V*)LsI{PS(&l6j3>bq~93jL9!Ti`rp5Y9NB-vE2U zam0+kKY0m8_0X(AAzblp><;D2jb*lIo#{TL3XAoAmrQ4MfCL#iqv<%8f)+#M92*3N z`862L!=PN~akluGbU1xu_`NY6=_#}Ps(G7m0sQ%zweom_uO^1FQidBG&8z|CB;A@Z zX4}0`m0kXWR9yj2qp*)J+!`$wDo)#K#8QO`TvE8_w53)rB<+PI)W#ZF~fevaxNG(-wKrZsLw*IdCUW=e!3tpLC{1RH5Lo zxRI%993xzjlKYthA@#orIEvtuG)aEsFMCm}nKz<{dD|}?!pohodfm3uKZ5&N~AuWUfIJI88o(x?_n^;oFOV;AfV2{IDC zEtxhlebZlsteITR5Jr7+>cWuE;bbEDdtMxBn$Q%D5{Ahw`g>c=bgl&pZjVNM+sV7c zpGUy>DW)15Rr}5r7`Z;kzMKLC&PE1hBN$)qjan2?hw3(!z~=nyXHo8l;ZEQlqm!Wd zx~OGEuFy9E&1+nJ|@PzejVH*lEV);r65eD$14V&6iLS6(sAyyT#t zMy_-e75k1}g}Aq=mnXc;7%WlN?mcu;M3kpZlA7#6Y7Ts*b{e{F7cx7_bDnV3gIiTI z1NHuNgJs3o{5%Jcq{KDcwmj9Fo){)ls24pcz|20=!=^zssLgU3vNk^osfGq{%4==FBbR5^t zLVeN?VqU$su19+|dr-^il;To8v_zT$3wryhr}rP`PBCMC7x|Ba+2ikVkJeeLob?zs z$$x(WMgE~G0cvs{>n1O#bZg{jPZ0NSVez@9vwcVHZ6XB?v3%*4$uYP23u03syhCYJLM?T+S294$Up~92$Bn?lbOD9XiQJ}nd?`32M zoyod5BKK@oMx}){vG}~V_eJrxs_|622SuHY;$nPh=yqHEXsQ>(0mWGJ4G}ILl;**- zso?%}htTOaL{X0{h@(RGhwa;^ahcgNWz8%23jY+%&$LsmR45@gnh@~$bwyE#l@EFS zc{9m_h4f3_)XmKLyU1Q*vaXR=@}&z{-lFEqR=wRW8cjGK7{+5Z%fX3nYqs4dzMi${ z8(hZJBbN5m>R0pHRpBBmjO_*-+4s`Mk?~0w?GV*}J z-KOQc%yL%S&0)!Rv7vaw2T|n#f>g__ibP1qdFD$_**tJ97u0-0evOZTh@rOsF;VQi zSJ`CPYKbsnPKxVVm6|69oo+Yc^I*MI-!cKJ=35}?`al%j6P7HmSG>%(5QYcIZnt>X z-Nc^@0XehC!zZU-lnGNzWVXpI?^1~+=_ynrcKcE{;f$o%V)y|SWR*3tMGHflxY)rW z`SP1qIQx>mzx#yiUe&!>URTIg?))6c<7^UNbJA+kziPPB*U0*wlfhNqS>@&voi#1L z)sIr2M=o|MvTVIeyKx0cGVV>=PBsghrtijCYyNvL0TH1wyw;LMZ&r80Maw064{NV(QPB+3>vM&!={5GnG$>>R zg{iqual8H^a=4PZa(}0M54|D@@lba8+P7M&zZ|v7m~`fCBnafuyQg-| z6|~K=fjbX(C*0jl#OONAA_>Y1vaVIFnUg8Hf!o=GLc}k_YNa5O({xB5d6*4X>X%?z zYWU=k=upQZXYU)YBwdN1J7pdEI)Yc;h9?C8R7d%zhq}{!FdGbKpm{5aznG75B;iRM z=bL*IWR7;NzgW!-BCfppFd2`f;g%eCs?>hwUgE!FloQ1iB(_Lj@VWkY4sI2HeU2n? zv-?fCDy?skXBERtp0WylB{W&xOx01qtrxoJa`W`UGpOlyDcbyyEwAp$!3*oP)AWyZ z*FdmAa?<0h&V{=`Uw$_cEu2V2Uzz*K?9^H0J6|{nd)zx#Or@jH;-@Jl5%UNJfbMJq z4L23OEa?3ve_YdfCQ_=zE=Ep9o7nu|M}Lu0L%p)NrBipLo#v*M84c~!Gde0L;|IQ^ zb%XncG-8ybeNPhEiFLAfpcj}}3OH{+8U6xMd$>JM17Y+gt8dV4+haCZwOt4~S)2Ca z+c45~Ew(_jE=A6zbMl2HZOAiy#)ZmBCppegHpKgy6tvT<@OevK82$Rb($7@XwEv)) za{S7wUo;tP3ehQifblCQ8tPsooj&Ird!LT^j&!52*PFw$?5f3Z)b!ClD^DP7!bNi} z!Oqn_dV$f*HLBG_jlm3aI7`P|q$EoWDDyeUU&2;KOXn$>+Ur63`{;l7NfLMPZrR$! z5NQ?!ML`%WZ@u`c0e;p84Q0T1Y-!5xI#RwM1`b7AU@74*3^Tx<==pn3p!(=HM5#!Z zThb$O=A}8UVXTLt$!V-#E>CN=VMId63Qm%pnyFs`xisVzHI{`6`ximu%Pnk6`%(bNxg9tMk3NzhjB9+T{#=n0)1T(HI%TY)IU zECarl%E*sNS6ZqsGB`)FTY3=Y-io&?%%sa1s8;;P`H^;9p)#@drOwf|gKu zQ>S+ODpmh}DU;3A9zIv4!(mYm(FQ@3N#mT4E_lNUM_0Ewa?CsE%SX zy)%_<$}mV&Ag5c&=`W6IRNZ!{InJs{K2&`?mVPW#8R=?OE3f4cw!F;nZ9y@U3a+^Z zd=!^3T1n|!n)VDMZ<@rfuQiH@zBki+H*Nuzn>!ArrvDW(A}cu1pfFOceF5IawA|s+ zU=r&bH3)8JkVvtfKtoHKC-!TD%+7-;G!(%S4k}EqdwdQKyQ(q0vwOIarXj5%=aFJ& zr3Vb{yWTH|d{`llGRo|mNdp0Q3Zss}OrdN=KdW@!vCOs^)kvlj~}`*YnZhrHpevw`ql1p0!q4g`AiXf@$y%J`21TQ+@+NmN0C=3W5wx~COs_uUkug! z0RW#Co+9jw|1(nkCt>ww@~o4HcwGp45&{2r?E3d(4$pd4ep(N)d8hN}95DFq%d|&5 zZ+vWU`?Mc-AvP#8Cdxr0J* zSCBSN5-aYDLj1)`rH>L!9N*NBWX-#SLB=W!!3DtDEbGASDiFIXR`;_12}`@dlzQU^ zbgD>cL!YTkT!Q<@f4KXV1A;FfGWnDBs#UeuKhLSOLyzY zbG72ei@QCNJ5O!F6^P;cRL)lWxlzwHo|@HSoc;*_B32ILP9|T}r=lSQ<;+#aYiR4< zzJbQ}Y0apf;#0Ij82FIX+M%XxiQZH@6`T!9NTc@8*%G^HxSX-*Qkzr5Rc<>0jf6Wk zdiwvxm#GRTdS~3GN^Y}U*yyfzhJOX6xatMqp3{6aA!P-EyTn*q=X_)ZV+} zbxD^o7(I}(?M1>Ea^*w-zD^tg?K3)91iS&keAHlP3&zu{mE1lcp#pYsvc6Q-6AE?U zj(C2S;~=8|lw035)V_SjmGO3I%y}hm9{aUgFw zKcL+OE1es)dwRBj_|}-Tc}n!2mXWQhm)N5LFa0><=7(Wf*EC5$8-t=V>0o92~x_0($*S z@yUmm!#o$%zRwvwp8xML=?}*zV7TcYko4+4nEuBM*JWicB)a6spA)DWSPo;K0JA!8 z?v7(#m4KF(cu)@<*9i2FUqnYHZ8BE(&4XfoFX;q#CX*@F7ejQ04~&;ATlqUCTDYqD zqn2N11;t=}M~$Pfj7iCbc!X*$U9vbzPfLTd3t#;_L!Xk^wNqSdvXwo@K-n?P_S|tv zJw$w&^HnVmmFs8ldtGHe2}&5ElelL9BcZI+ppxlbdIHf_+j4W?#Ms ze~Gs&*F1`E`k4oM-0Q^lC%p|a`33ww{dn@KmBGXgB5uKCKO+!O^wMn#2cw!1o%lFU zW9TMu^0Pl4>`o&8c(0!p>PAIbU@=^l5k4f*Q{|KdDn#=E9EtoxHda<(YPkdq7FQpf zqtn*Ex^vaP%JK_{jkO>>MtWne~wL3r*0KrXeLMG%hs`{XK%^q(hROx`9)ej zj>Brjjk=6Q>2{#PSv0aOJ=pcb`v#0Qalblcx*DmwGI-8qBsgdZ0pYM=&xS=XE&M9x zr_iNI?+sI`SS)4HOJ)fN{J+qti`Lhe6oa&Xfm5M>2dCwH66;dp-Jru~)C`pwXMTss zhe4AnUFe+N1p@#M+l5~jeZJnk%?)Ac`|;A7T8Ej(P~|@1XP?46xL7#USDC1s{SRg; z@xNiFS{naX%(Q5|->UEb0Ghgj+0P5-Otu)NkuEf7t&v@XN7X>^DXKTxX1H^k8l_lA zuU++~3=#IQRQyuT4j~hV1Ix+Lm2;GSx&bK)ka9D~+!~;DQu^S4Fy`>RYRjvLreg%u z2wz0t9I(N#JoxZF{;bf|i-RTj^2^H$A_t3^8Sz%)C5@Ea_wbAEDsjo@xE1HeY1GE=ZYHxhE?QMZ-cNTpitk~E1w-$F_(K1P}|2Q@O#{Ed! zYGf=>?9U*}>F&UoscLjjA10Z`QT?G4+q&;kAZI`k1vwco;*3zfWdn+$VLiV}OrYkK z60@PQKV%qISll(LzZUlqy9K^npZB3tdfQWYIC?T@^u@-o~2SU=Z{Q>l2ZsCa^x^*R2VykZ3QA9N!ta=j`_?f z10*$|0maf|l`*lFQyPEUp(pxpj%slElj6E?=Vw;d8*^V~KRA0_xsIcm!?kRJW+c0} zhwZ2)t#%LbKR_C^Ew9ELYfhMCWXPeL_3mpJ9&brCAfXGmHrfM%$he!Aj>d zydWC#+4%=o^3TlU)8{g12>rB^xlE9sNPjX3_WMQJpCtKB;f zOh%Sj4SYT?dPh^Qg>At@R*AyfzyEPA^`#XO<|5x`5<}m|6NXQtaoEDGdZ2rd79OPi zIF9(UY(h#``IT;K&MTVVf~!e7z(k!oUmyv)9WWD13Tf=?)Pp{OKB4*++T6kLc*FGL;&>V}2^{KcOcX2V1BxV0$K{()zpphLbrO>Ro-$MZ zH}LefCT(bW8z<)IkVn$+CbbZZWwU@M(R0?^2|wt>%M-|uwAyz!cQv|rzm0NlEB2RC z>?Xci;YRRaQW5HE&rYR~C)M0u zrKRBh`3NnC3C;bw2BahwkJFqBf%$W&>cuDghy3UjM(b7k5V`MaQe zg{#C!N72`a@bk?nH%&k2b}1l+iU!*e#QUBuT&lj2#Z1+bGbNUvY1(fcZG5S%?iKk8 zcbxGPop<-L{7KIQ7d@i7OY7%Q2se*KM+um|k9}#{Osa2sYe~|H#-cKG^9)Vs^)Gxq zY>7ItZ+D_up+`t^YJR$u)0R4mv)=4c8!59h=}#D+UJQMvli0o)8ddw6;YEYOr4by; zT1vr6v`sz}Hpg*HjP%s|7ds95&+K#!@&AyW29xogIHlZi`he&Y9XH<6ykLx8j%~ZS zrgVtf59d$9`Un+}pe`O7A)3xe$f1j%%sw24Hsmx{%ZJkB4q?+1ARptq=%g?qbDZPk z1hT=89M>oxLR(fvq5sBCqgOZmDp-%F%vhlIQ|NZCOgp_Zm~-z8Lkf9D0;6P^wtwAG zBwYF?!QD>3*$2+%s|1w4RyM6w5gxdUjDwO}CitO30DM8_vPx6l+kv5R>m_D%%Hl$T_+;65clnJ&W z4Rb9$ZH=?lY*Iu#tgM@9Edy3E)eYV!cE~mk2@T(N&RX}ovFe~Rvy!!+b35Mi!%t;% zei9GQP+yMqEO6{z95?vGXoM}Qu%*M6{mT@ zY`N8Rt4x0dNhEe##|$JCsdK+Y%@SuSdlEtZ7b%&u%J12ZKmyZON0to)cCX ze_IDxUkqB2>ucoXZoSnYdcdrPA?$oBe|*w)Yga^_SK@?^@(i@Av%$!!Jw~3%>#hA4 z*>*>dFm{(-n=IKny>z+SR{lp4$@*Tx;LbiDQ}*X?X672D2HY~1>vll`cqYI#<|#kT zy-AWLxvtYTzYWa{*;k)F<0ur5K;#~Ch&@N&`-qjau{Qp}1?r6~mDJPLl>}{iZ+&sZ z-uB~rqiASWT+08jFTrbwYEGja3X^(czw{{+?bA;bG?6z97#l=SNa?snqB*u)v6rJ-0yk>$yGqq{)g89M zr3i%?q1+&0N!M+P5RJ^_*=DUq?64i;M@Nzx$KMf|(%md^)=8~?fOiC!M4RNJP7G9Y z)C}TRv$@F;NG17MgZ_2>$!?=@I>GdmtMfl&GX|UD_#c~sRdLI$i8ge6PrLL7n_>|4 z&$*9`T~$|kra!-{qVRLDCTAUY{>fFzaQmz)f1vZB(ReCKF7b~l8@!R@(HZ=HP`DW- z&fs9~=~bPU5!od6h~cX=Mg&E_%#D@M1hO*Bg}3)&I}^eddOkgTpmJxSj`e_&sPr*q zPT3DzD<8i5VBF>{6ULMv%tfV_EZz>ER#i+&AB?^sUm)>k?81_znpBNehe?M+%J^~K zU7@QPTdyT%8#gr7Q=`_t)?!0pSaT;eCgZV3+MCbqtC4-O#u9S2?hZE`JE{lE@GF{Z zl2>?B#hoY&49Bds96Wg0-c)piRA0-1+Yjir!+o?z7KU=u&>Y$MiJq?GcK^-}Kb+jf zH}&%A*v`a6r7za1EtD0e92or~s|}T6m1QDCgmihp?#D33Twx*8#12~MTuMaQ8Tm+1L8U7v{*^m7h4OI?vFD{pl&rfy-3uYNYMN?6){U@T=W zdYw^cM4S&|%Cs8-G-dY!FQk+g7)@VNd3ufMj zp0R$AfK#Rl`Om$l{{*Fgc6wa!Ok|RupJGG&FS=0u?@!#Mg$=kqd;X#KFChA#p8R*W utLbI%9%E^J{)E4~^8d@D{(pFZ%|Bi-ET4;qHeQl|KRKk*!+e>SUjG9meDw(c literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/imgs/schema_stats_2.png b/tools/trace_analyzer/imgs/schema_stats_2.png new file mode 100644 index 0000000000000000000000000000000000000000..a0f726f4fa10a2f28c3e1feccfa97414f4b45189 GIT binary patch literal 137075 zcmbTebzD?i*fy+ygrW#24ALPXFmy<(gmkHZbW4K_FtkWXH>h-rG)N64-JpPUcMc^b z^{(+8@x1Tz&-Z)+KgOBadv>gK-&ZXHloX_HUcYz!%9SfOrJstcT)Bc~dF2WQ88#+( zhS9Wb3jDfiuOjvMNv+Kli{7*fi4b3KsZH z0DhEGu3kY0zptWRPeJ?hPBhCD^goX=$iVAY9;rT&mIl974PP4@Tid^~ft6usV1o^Z z&7P^l)aB&_3~j8S`bIVe#!$GGEozf1LT~}_(8?I5PX)KKw6+(33)B35hX8ntdYX-f z>i1h<7Q!^@@=8=sY+f5v@j}_5>@*_Rsi>%gUK^PRsEAAcyE*uuFwH9%%vOMn&B@6L z>cj=Ld2PzZ@$lh8Hg--nPEJ7iw z1~v{bVHz6L2VMUA=QxewW`94)+Wz0u0w>6ZdWDSx%FcGVZ?LHl>RACLGq|y(hPas( zxIEx9L^#-aIE8+1@IPMq`;q_IRQ>O!yqxU+-SR)L{J&d1w>N(M#KsDICQRh-t@(H3 z|GxO|hC*zpQ~%GU_~$zReimG4k?TTimp4u1I@UcX$CWE$SER)sJ%eA}NW?iE95}xS zTMT0kCsOpvf_Ipe4*Qzm0XNtWg4 z@`ZEVmax63{N8c5o9R;ZkM%Qnx0}eGMz3@7@aeV(@Q4>u z?sW`|S}Y&8Ugw?SKcQDnKtz|CM@+or@(SbEAP1Fyh-C+7 zR-H!nV3ob;aHecrUg04z66^%JKgD6#O6TCbmXm#&Y3vyPSv1fkNs7`P_Go{~rv7ZA z_Hb%F$>W#VVKbp(C08#$t>LehOxf082d{rm%km9I;19h$AqK^y4ZoYDOXXwc%zW@| zJ+)#33C{vQ=RB6Jg_j3u zu{dEb3w3Jq6n-6UZ7uaCt|J^b*USe$DGz4AYX4kCF%JBZ!R+c$llZESJQlygIyT!V zJvVqqjiTD^J@e&90wc(@d$C}PJq35&|rt*>+4EE~3T{VqXV^|H*o>Mrw( z%9E}7Y5j>r$1$@4?P^Es>dkU{&(j@$*WC^V*45c2|8b9W$q=o+Bw_jNFp*#F!oOD1 zmq_N)s*#AU=eaL>3OsjOh$q9TpIB1jQNBI23KKpkI@{J9$dYHB7I0Xr+^Re2l}{A- zG5NZSbyl_?Ih?OK?65KNeY5`J+`8fIHS7KiY2;#@uA}G4_;j9-=;^li>fV5&XqDZ3 zYZVS5eTIA+Wia!}7qfwl5>*1@gv*MeAr)!p($B+uZK3PoF zR0)5XcHI)@vlwDITraE_K%BFavBPfT(ok#<>$v8h?6gr%T2)Lg-4gz(w0FC9x0Bg= zf9*#W9^SU9qA-scY@~-|iXBD};6uv&D!d6>a5W=}OglS>h&8ab)M;y~KqXVgdSj#* z`3C)#t(umduj_mWUtTag=PBV9MbhKoyyYa>=?W0GWA%#0^}a*ydV6k;0ePAd%a zCv|wL?Foi-vBSE9%;eITl3w+p0I7YY28Ndq-7y@R~xPsbhpc!GHk>+PJ4-+ zr3Nc7p3-H7nrpkDYUy5KsMYENtI?87!KL?xLjs|*Vq;DdcK#>ZO?Z=Wx*kQUn?@lf(a&y5t5+t2aY@fwSk^UWUrj+_j(0~9NNNUqGy=IYp}X(K4h*f2C>x@O~x>*jS;EA>ms2&TFz-*pa@xE zvSE&XFilz=E4Q-HZqzYF4yJs<7`~;_gnqD5+V^qR zH+65^roM$`DHG~{}fn>aO#tktXNV6JDPfx4&=~@2EALQUp@$%+sl$wMV3^AsT z6E!^Xh2t3~M3@p2HE9+IG1*jDPv&*SBd5W>CdUCbc6oerxbB2dNvBgF zZmp4!E^vsq7!R=+7Et>+jmAM(y6q%5Q2Jz3V$;~&l1-vGpmDL!F&X;Z!1XM6R2?*8Lcb z7K#t2By2b;6W3d4iDgrW)2oUUXXju-zBBUTiQH;A}oKU|rq#;qlWstV*R55y#DL_bAvuPXF5 zbMfGb%x@ay#M~kmP}lw@d=JtfT@W2+XA-CNI^bj}-ezLbY1&HrtKDMIfbWjKek#kk z#H7>@t0Ridpns6aS3gOrhpQ>vH+p|r!iqW4IW-$b3^r7E}XCOL1n#a3geZC@R@u`|f!G7W3`q?sUHFGKo z`4M&;kySrr<1R948Bp8tw#lc_V3i=?&py8XlGS6)wX8ooDE)M``3#pRNt@Zv^bXq4 zJPm{&Q(WVA+MU~pZ+J%Dw%A5lRHkY^J9Z;s#A2I!>$o}g1FiCevv`Sgxv^MU<1oY! zbpQ7xx`G=;-tP3)ue3Z8f(8bxd$%QRT^~#0%LJyZUcyPQ{W!6Hy{7b`Ts1c0yndUY z@!mwi;o#VNJm%54{iS{oZC{@%8nGH(RhIZ&FgU#}r)r!{u*sblB05S8H>e+F_-2@P zCpX(#41S8ZSSg=!vDi~;-3jjJ`ta0`yz?m|Q*hbiLWwwPi$tP7SDaBFt>Y;cOYl7( z#n+D*Y4!?=J4Klf4c(|fmn}W|DF2b$E{K?ow~#=GpRM^FZllB~S|zAU_Js6uMXLMj z!xfBIKzZQ|Q@S14DW4=XT4pia`!=^!5BjLZTS=na)?&KOot*iX;g$W3(SaX%8Ur+R zLI5sh#r3h7%SNO5#a<$1igspP^{_3=7`=tbl8L3GNCZZ{u&dxEE(dxJ;SL)pa-0Ig}z8nt5{ zJSWpGU~hgEb;$%QAs8&}PD+E~>_}#Oh&oa9IF=PdxYIXQ^EPbTUWZ4-dNl7?KVaAB zc2Lb=s4i>i$&Hj@m;i8$*d#m>-j>rSa_ASHdq+!P_vmX!)H?bTQ07Vr8sKcQ%PHQs zWY%PKB-|xp*dR?Nt5`ZM;xpQ%XL@3u1^{xG3%%X3#Ob|;sY>(C$-JRc7^{;IPP|D` zfB&}da{4aw=c)5wCOscDL>4;MzoO%@aH1#2mP^=(0!V0%{?AwD56npIG%vKJ4~bXfDZ)rfmdCPHau!G|%1vNWA z#TWjDJ;y2M<*Kv8>1pU*DdQP0a;nlEe$gM(=VZev?Zu(r70YUGQ+J#d;zcVgWFAb? zWUrq3_!==JEp*qpA*$_tJ?J)_lqFWrJZ7&PT1EH;1H}!|s9ObxSg!5GbjvKEGE7{ZDB0GYku2gOTwgV#n-R<}j&MqPOeRU?L>BT9P(m=AtgDzwJ1AwB3RXYh@1r@)zRqG%Zx{|-WU ze^9kUQx`saE#7#&_D$7NoE&@8t@-1cHm;^j0oKdv+lvDx8i1&F-dK3N^9vzi_Jr90;+VjF)u}N z%!0!Epj*vsTfFyG>?eO$9FEjFLJYbKslrz8E{e2<=m#G`M+dp>&&bs3v<8B!3;A~q z-2gq(d9_~4F=YcNk==upgg;$E>>+*l5a>gTqbbj_HKX@;-ftI~|M-0K^Tva`f8S&I z6vL><>SOh`8BT`)jb))sIqI^W zA2qu4S$1=*Y%)|3Ss6Rq^2-iSP&F=Kq)8Us{cdb0-6ZeF7M+yGd<+2~D5kqH!U44pxqog6yVx*qCC-K?>R z-U0*Csj%+Xn!vKd(m5n9v+vUuMRgWrV%%wm0w};JQlI5itS9Hszf?Bh*)gF z*sWb3%8w_pT8*aZWzykCNZ^bw8Wv?$zi7Lh=i*evXxDa%X33vy$NFZv?5{03(^4=F zvuKnw&&Bu^k_bBHIe*!P-+i10+cBF4;*UuYKDpjVkvjUo|-tle)cc5Na zSg96X0Pd}dcX!;hu&XnMnH5jSu&Q&)b<1k10pPre?|0?Y)|&$edu;a_=IrG)4+H)T z@ON(*P?s=SeJyrJ@7)&CC|F$}RhCu0#!t&PHa-CWkw?uTV|Zd|6lU)J~O|1;#N!YdkD z5wFy=9iFQY(-U#O`u3HmPxyEt$|?b3hyXWj(anj@FP0ehAyG!lNau_9I4%dHrqv?u zzbb*CP(5y4-IK3T+FIPJ84cA6^Vw7A3EQ!8SR0h?#WenKE4Y`ru%;jOb2zFE0E+d3 zx?kqQg}S0#BM7H0>-iD&Ao)@WVWz*+=K3SObgBq(YJxynLm+MN;*lm5!AcfmH9rQ+g=81a8@ zDRwhKcmq+86vN+lru;;q@H2sM%*&cZb6Xa`cNU67TtdCtn%aXgi+qyO*}bt#kj6*> zRL(&E^_Mv%?QC4eU8Q91KfjkpTe`(kE&dbERlZx|~5Sq#FM zMs%Cx&9`U5t_N~SxtbLPP4Rmuu?7Vz$X!-a9YeR36h)4W`oB@fu4G6@X#qsN>6QQm znA;v56W3NXTY*PW4FHbF}OQVJ>Qn&<>W2wQ69??c0QXaA(RZrXVMMXQ~&VF1{w)d9D*Xc0VFk=V%6PMQfK(ZeFELE5lK+yY0%+jX4c=JQ0fY=6 zIokA``kQAu=vHCJK#-XLm~hP+u}Z(!K8qtXAI#M~({vOx5OvBsAVp~Zkx+?-uw7q9J%nBZZr;8x`gwwiCw zHYAeda}`s$CRm13b1)518z(z>U|}>EAyR2SzeF{VVwx&1fCbe+M0P zg!+?pr@OKz?GWg~M~i~u`_wBg%`1(ielFqX;>F=#)bdrm241{AQk?EQ z4@n41JplI)LFsYSV4^jbZ$S1E@QnQUUEp%;jb=@z1u1exJgr2(#s3xMxP;aCzsQ+MNuz`D#+v5WT4L7b&sYNOmmC-zWP4+ zc7w`NRX|c03MMuQG@zUP(dcd8PVLVh{96b{+}L?)M=43V9;eSZ`^W%yJmH}|i#sls ziTG>EWj{Ph>n?d)P8s6f2>Mb*=_uq&6RZ9fVlXkOS%|tI0>RZl_B|E_1B!`KJ8i;0 ziDipJzY*hb!oKhRR$A`x`T*#aTsm=3?R%Pjl_gR!eWs9@WKqfrV@zgay>hnJ)W37m z2#4fLO#NK||uC>A!Y) z?P-({0JFzHJr^$}C@M4(oI6GuVZl|+T3;U{P4iKyrX$ya@f057$ZwVOWRuMJL zl_k>1caSz0u}B=m`irjG#Zm@^ErE*^zdlh_y565DoAKEv^dpC%A1f!Rv$7wdxGYr& zZJ1Dh0o`@b8&hIr_sB`CwF|G0TWA}C3NMJa=MD*YU$rIpu@Ri zk>PCw|qSu-Hua$aLG38mcc(&Y!xz=D3!<{Fp!b+flau*J^N6;qXy+X#A$i8BFTYPe5 zW!AoGLu$3;cqzUbXk+T{^S-A`RRc$I2<3!jjpu2U%3Xj?K5Ez5XaW2*Bq*yDGg}a= zRUbQ7`1A@w-c`rx9;?`G-U3!DWJ*8@wndJp$?f|kA5kY@#2qxkWlSY3R%a)3nv zPic864Cc`!IFMv{0)*rrq^pNcqx2b5^Um`B58zGi7mr)6m9r-D??6-c#ECYKdv)hU zt2cFBbrgrest@$L7ogl%Jt{Z-2H~I}MjhVYKgikg~wSiqX0VIguHsVm8#=QD6 zs|<00RHJkDQrl4lFl6aWy-VbPt#{0inkGA_>AIJ#4;LnrShASyf;%Y~ zi}Br3Sy4vw&%E|x_X>H77qIPB@}(Xyk9hx^is}NRz|!p*k#>S2)e8<=GC!<8#8tp8 zuRs6AJWK~m{xfU8x+tW`ky@@lbiJ$iXDIx}-SiCPMwwO6zgYsWn?9hB-ONaPE_eC4 zyC{r(oG)m0S)Yo$Znux?85)Rz(HO+7X^*a-YjCMIyc2tby&$~$W@d%0_GjcZQ3kES zM5if@+bz-W{u~degI_(d7dG_`J3@f1`lIJPM-x#dtIW@<&)@#%Jz^$k&ZL%kBPe1h z_+r)6or}_u$$kj&`0qK0Q<0+HBSL6ke-3y#(Z>$TffxUM*%R#=*T{#7GZ06yMLY+zZ_v{UxFj~oA+e07;@0L3Lt>uAIfJu$_H;*uyuykQIUadj+rJs|SfS;FfQekN36~p?I2waSGn$vqVV5-0N!8rl@odEUs1&shR;h$6Unxj^# z)0Vzw@K!2ctx%`Hpe3-t69gQP6IBHk!vzJPt#^=_4;O6S5;>Y#Se~2eU=T$-A!dEK z0RE3oV$q_lETjAHwUl`yHg#h;%@9N=Ce5-Fmw=)?kFCt(u=dQUi?!nYFBEagPIw(? z(Vr2Z2{4`OMseE&p`wuf^4d`TI*>_M4yHXlEA$%B_{{q04nbwA&MzP9L{)T@+ED;h zI}@1D>2?#q>~@a2XTSC*C5W{bz|)KBC!1g(I|1ZaZeN3PQhVp`lX4n8-GvX{3OYxA z8Bnn9e$SCL4%*pTEL3|9<+?DdRXc8y6{}nv&EqW_X5In{)PZ#U>&4D2E_}+Bz?!pz z@kvw&2U)!(!Uu?zl#3RZK{K`!pkfHVX}19hJ1;{m4`pL)%IsV1ikGyw$m2HSJO7*W zINq4^3n+!CI?k>Pc9 zt*Z#+lSUjMsgPt5nA)8&KAnb|7|y!2zR z5x9iFE_=e6pCZe#^J~430p+{5l>_3|d_PVr5<56S9NdTvtr__e`-Wi26E`3O(4+Om zZYDbnX*gP=;x>I!+4ZjYPl#R|D~>~T>)i7551-nFL%(mw7HhzV z!T}?!LY3tM621D>EDPdAp!0vRAFXpg+aJDFsHXR-imOj(;F@HX!=_5C+~cZnAU00^ z?1Tv~iuK!dz-$Jcg?wPyn3$#2Kl^31K{jUM=juQ@blC24s=gLap#rXrR2yyraHut% zW&x94M+;MY{Z&vq7+cmP!M^t)6r@IUJ*Wq`kXj`4GbYTNhl zph7l9{8|2#9+fwQG|3bK`2r)c3>;TJ*B}w=c@~88K^(8J4Hp9+z@~S1xwvYP9=Xv6H^;qO)%_~%VO5S|t9H5F}caTB4wWZ;I zi+qBu{&emhpY?_U|18FEt*g`ChO*C4zGi&e7U*sjJJufpTi|T{`nV(MVIt;+-zt}Z z4JbPmNZqy&$ZIvmADphH~;rvO^sJ2Gk>o#(<+&CqA z`lj2;feazNrF~R+aH*YjGI+_Om7Of63ve-T=-qm_aGNW^anzW2UB+mMzO@}(Q|l-! z_O$o7+cVyH^wn$pZ3xqZroHCJh4xF`#a_n{3z%wung3x3Ng6~tBcPZt*wh{*y7EXg z=G(#)dxbJt0He!$hAU~3XhP5_rZeHc)3!?iv~k-$;X|$67r1itk5VjvYTqMfOwXhv zK~Gl$C}xMn*)8p)Zp{1goo(GJv14L$m9`=eM0<@R=R*a1JKt2?On-4%jFirC?pWHo zd@GC7n{j_*l&Cfn5R`!N6~k*=*rWfE9-OX{4KiFlHn5rKvgZIKT2kMIWZR8O9!5Ha?ngK`%~=qD39L$;*fV71}zn*ISnLVh?I%v%jDt z#S(-vUzD#s8T*TxzY1XN>I@ks-U))gX~%qo{UC_?7bu*PQ=7vkK{ZrCggIsz9=$K( zSV~^5M-I9T3FQ0-euR68<+zT#g{KtQFZUM6#z7-K6SSHG0#t5mwID&FP!vmQhEXiM z*-2HN?M|Phi-GABm+nd4v{^k>Ivire@_38Th^~vf(0rMI6bhl=G_x&Gg z!w(D5|9<=oirp|?9d85Nu=xMshLI?4_?{W9<|Jk9FE4L{oG46*SP25s$-e^43Tu-unFId+;f6c1{~x&F{KxyUv6VnK^k=g(YzyTH zBcdpL{4^RWVl|gwP}BpW8>mj1hJBmN<6vX700_lH_XC$%NprNSN@%ATBFNsowVm<8 zdZ{&tit*N7oS%%+rCMB$HIV!TWL&~-3MgP3gQ#595byr4!SEM3%Quck*Gpb6%E%J+ zsTY)hf)nqw4LW;8fga)|gF?cq{|z&|vj4wfhCu~lK4$>sB4SxJ5vZu_L;EFlvhSd2 z2nNRkXI$jD%`n2jA|AGVG#^$Caus%odpTIZxidEGLUr*SX^p9QATt$1d-$~hT>AKN zP$2okEFgud!&&mA@zGy>&@-I(mdaaZP*6DrPmz4`6XaE}uj|qW(+SX(Eas0)dK1is z*X94h>_!Zk9z8?tFCcdMAm;|*4M5yy)P)Wgq7=*R41!S}Q{3KU#H`phY80kB-a})V=5wxavH@Ir!~=q|1pAH>W|Iyt)dcnW};R z?1N`I5mwDG%*|!;5{+1|vN5_Z#+r$3~4VcXE9WJ>M_%tU`r! zg%3syiFES7WG$9-SBW5VM2SR;slkfE`_FDM-8qW|pt^4ofM6u3y^e}PJ3fLytsj!1 z3+#GHoOv8>A)FyC~vxUj-t}J!$H6T&&-EK}|KgA#NCsEN-K?Cc`5@G9+r$U_Q5aur)mm^1j^; zAUP&{ak_^@<%mcJ>;e>aJWXHc`(I>k*VoGPO%85?(T@aX)zS2$O%wzD>LQaeh|62U zemLz}Pa=#VdVxagm3H$JJ~)K94*w?9wE;?>1d8+mh5JwClkDjNZ9yjxXc*gvJUx9? zdfOVrvse*gfbg&yJ(sSIdjht1OB2V1&-Dle1S-Imy6;EZM`7u2$a{QOU{N?Zw zY*tCSTaDr0h3_%I$)t(rdr41#qEK{FSUGo{_{Y-D292!(&&aDMaCfYm_lzPqKS}k| zX^qF*)RAG>UnH1lmw(v0Lq1796z)4#K zsU=gV9-d)-gYABb96X4U&TnfXuMk5fUp887na6z47L|!16?XY@0!TLNGeW#;!R!>L zKFKt0cOq^bwdv-l+~;D1^gVI9NuA055e`AQqeJ&wyaP}CZjqZ)u;D(Oi*{)cY-}3B zial&Aoiu<`izuB$GpTMg_$laz-5S1)c0&;ZLC})|NT5l^&bL|p%2(fMnE6g>h*;FW zT0x=m{ZzO^BgKXx*YI2@imG<$M1u{2uToUn)a>~AVm49H)euoPxv{7rARQ+lD!Rx! z-lhbi16X+paKr6JpKCVq^&V%ze0~@SX={wC9vShnXA(QXhD2&o!K%$~E)MH2tdgDw zV+HdfSmu31DIgAza_lK;T-#3a;idV0A2vx+!=~H8)??*zff z&%cQa`sFNn(EQ_%%2omPRfFh<`1Zt4?#$ypDFM9kg~++k&e@V8rXS5TS50EH=5H*z zPKwejox_2=8b)FXKvdaLDm+ui^UPs5T?!ACe;5m6+Y#X)+U}-;IKk(Rs6AIR<2ESy zS_zV%!2)QFdtZ+M;-3^b*_a1|sxZSJ`w3Q)kG~2vh9ddfY#J6wI#}0{>pZ{xcDAh1 zwHf{HBwU%IMiEZbL=Z#2I8QAK7PRo$&53gr%=lx?0k^1>F0j)cbTmgwojWymAf+&` zh$SFPS>ml2hCXbaJ!@iYg?oTG82k`ViQgbx|I@M8VTP9;KYMu)q?m8Q*4rWbd7+MQ zN$68_Zz^q%SiS97)J6VjmSwn9&6mE0jUMmvbv!^XxPNNShqun4>fP{5Dhc+-a27Fyrwy>HyrB@2n&_r%ndkb!fBg(M8y( zP5Of?efJ*64FLJe{N(i0d@Z(Y7M8`)nATzK_eS)4sV9zK-(0PtH$8MNr0`nDuiu}# z8@kvz5LSNz(tRP6X4FETb{si9){2^LmHN|4-t%K1+d*=OB_b6>>sCdb5Ju$R&ZL|; zBXdI2cK6ImSYc9ku;HdtkhAxReg zTG%StF&7mE1Aq*zumA-%-}I2jA!EGFJ#zo3a_YiP47Jel7?evc1P2l zhW5ayv|W@?PR{1z&y9JFf*6r>3K#6~;(+4NX*fh_9Tw%9M|g5~-< zx2CzSmFlCjSl)<$GDU_M1{ZCoNrxf%(47{zWV37Knfs_^lND3^x@uwSrgE$M;pDKw z?Ad-JL`zQ@$*x$(pC-L63bD} zy*k*+w*~|fUc?!m=%0Rwt7oJI`z|qL6&OdSslP$wow(XMcl9lwuRn(*b)yI#3Q4}K zAl8-&c1rK+7VX9pSfL_q-rQTz9|54ywSA_{1sJE@r0?ZF!f)b%RX_v24MRD2uamLH zwVYqG;kgHMW5#ohzJbcJ!A;ml*oPE^cEquq5TzW5aA35Kir)yvui=gk+tCFcqmF}SsiYxN#SPn(XFn%>WIAWNUCiM!y5<*!(R%skF{kVz}55vOrr{3boTN~k5O6$KwpoUky%8`wC#Zv zb)}+m(N_)M?F3^_HtY1;c{xWfyu>@@NE3{)i)No!^d_#ef%kua?4T(Ah0)R8Zv^@E zmw3wHP2Me@>rYxLL2arxM#PJNslBi|xPH8$3-df!AMOK-evEldu5V$X&(#)7(!h$h zZ5OYq+?n-y$Iq%Ba8Txtey29A+Q!d>K5PQ}1L*(}u@zFH#n22Xe*-&5c|YQ0X4q8Ib22~6@7BalQ0S;fTbAQGcIV*iZYS#>hSUfNaUN#BQyiLi#& zdwP)MoVQ-==7Wryb2M&A+{fKVJh;TTru1P(pJ{)FfS|_tdoMVMTWIo8wBklRhmW-V zz#pcyGgbsW;(H_Z6RFl01`z$hU)H+)&DDP0$)eNcvwSs{a7~Ukdj3YLQf>@KgupW* zCbf7v_T}2x-B#L7e`~Xvk5ll@W&v`=N)83w^p9Hvli`ClN3M_--;#{^06zZD+NPhe zYO1>%TdL(JRTO+gZ$lF5st0ea{U!=ShG;@wT?@=BpQSPIq7z^@a7)DX-e=bG9mORb z!0qg?Tb(7=A}x}l3qKt$b?#l9Z(R_0#nIvm!GaP@6GD|8qM7O|e+3B=XUjsDU+F$_ zvY~mOQ*|p2EZz{thm!_%vkVJ7z5u3paW9P0Owv8Kt$F!P zLUCUl6h}`t)oMTK3}Oyhp=ToXZ#=lK!Wq&NSi`~Zg~cMXBJe=EgL{gVSbMIMI7SC5 zv?JNy^0b0^QqMOUX53Ey`ykYwPDnkg|gH1H>eLl>0UuhX&#Rn9?>t?`}8$>&b&uP#iFw_IRu|y18WFE^1)JHN#?Y1Xg znddSi#GYSQXIJ~(S4r=o5~(jka%(O*_+qHo2d$y>3FYX<%jam6f-!b^N3cVh^VN?Wc-yM^qTGi@rIFkvQ+QBtWHt*3IM?%h5fAK?^{wJzkR1#2BJbEJK3QJvf4bg z5ZH^zzaLQa2p?r`nW4wBy?CMVEXNl;b<$VpFB!e4|E$P5`To ziF<>FaYu>g{{8>#mZN(tDexGK^6kIQX!Kd(oj+*lxqPf7E)v=a{d&H(rpH0lVf8j zGVPR|zn6wv_5#&1H-3;Cl}&eQxvMrZ8@WU<9ILWFX!`GwxBH6)KrF%P6GxCaHhgrm z92MWT0qbK5Tn~{*V9s>ilG(dk2c$cUF+8wF1{0`Su3X76_y4O}_x(mo`!D z*P0tsQDNHrSKkx6ij7KsfWtwcSj~?d)i(SzbD#|%!8+MuLsXQandA&8ACW<8D4z%4 z{tHkt3rzcx3IHcS0`d4YSR(w%buNG*PyLA>t{qq{;;3m=7DF4^hzfXG*Pl5$buwjF zR&uAmPXT!>(3ay+OARJN?ZnQp54GU4zDRIYIiG;MAs>(XpOv|5!-ZR@WFANfvbG7p zP#iE`$hl;abRRPewWJ#)=-X?5t>wPx#iy05L@jXXrwc)4n|@MHgJr}YydJwKyQH;& zgzOdtSQ5(TxS?JFgrsV4rN&TH8wphG5S12$=lpKaXWGZ%Et6^$*4o3xhEf$ksH(np zgQyZ@?5cp2^DsvW9B=SA2(UyNB?^(0s+O5Qm%VY$GPrR+P*!ALZN-s1yKAl`D1WN% zXzqp-iRZ~C-yv8xp*eZNY0mt6gci*L$1?*Rmnir)Za7#W+>{9GmnQlQ93>5uyJr18 zO#%tRlV$EAdso`Fs{l?Xk01b^Ebk$RB3A+mS_Sxl27ZHY^`E~5V5Qgmy~S5w>LWw4 zTZ!=Le1C9mtK6ad2hNtChQWiN879hIH;gcZ0Lr~AItij$Caufgr6{f1I7%3szNJ3t zNofk7@gik_;WY(us9{So9o`-aQVY4qGXYk?u1bbcSWRp*Iwz+6bORD1Io=uIs%@32 zQZx~^K!Fcaz0X@;DbSf=3IZ=ZZ`$BK)RVEZ{H1pvJS!S0^}INlHr($zFuD`xwpRFU zQ$T@unw}lTF^J07?a}RKUj|{XtrE15enmG0_NK|m&#h@uX-A+WF8QX(-cgJoF4+2> z?tcQJ2|e2&@)&{&MryCOh0VG*5=tl?gV9%oTI>x*^{7N9YGL?dQsv3^Pb#>F$~D6% zC_gSkjQ}bIM4|*=U}vZFJhhWOK`kHwk%_Qza6wR+3Dqd3{$;>f+i=UP?3WS1xT^x5 z+J|CDCPV8eNa~wPE(2d%ul3%qG*#Y6XgzAhen}|%?FiVRJ6J4l4c6v5fkh&YgbWJY z-tp_7M7NBa!kZv%-s;!^bC1WWhICWM9TK2PS3Pk*)uWtGzuOx?tOe$C(q4Ai-QU91 zh#1bDX1%7AucRCx0@-u~B9Q8Qb6fQn6ajY&e>g8En(A;t=j`EKb(FG_0$>4f$)54* z&AxkYt$zn7QR_~Ygumc9*L>&k%hRgrFZa39MTa5+O#_1<5xHlef;TFII4#LZhaJwk zKdJe?Rxy>n;?Ozt{^u~UOMK3GV6JvsOw-;^&GWpc|EjYoRG6emkYEhNK3L+wPipEX zwE@B-0d#IC;RkR7!5TaGOUPGpzM(*9S_yq{*Avu=Yf?jhFK^|yrt}J@&eP;86?T}` zS}x}k3WA#pp%0fJdj;P!T|k(xdC04t&0KR(V0ZNtP=)dnl<8UyhJUSxO=OC=lVcOjX@F#Voe+EK?Mz61B=p&%kq?$DM_bg|kf|D_sf+X5|5&TfQ)z%-BTne)3+VlCo zf>!a?NZ{7-6<`beBZdB(Z`l|{iD+DpZ9p8CODxIr+&TVig@m*29Z3eRxD>SR$Uv~q z0b;i~Uf~2PU245h)qc{)1+Q-k2yPDSM)dKsMfex?;BeUC&P?6f=iJl9TYXCZgou6> zE1%N|91~9_L!{%h9Y0jh`jJ}VQqG6553LXd4=e(s-Z76AGYDiSx=myZY=2od!HnBf z?`AR>Zft+%P`%?FuwxlaN{hF4Unb7B>a=cJB~)vD1(X>F(*!#|5@TTOlxZ|gU7>SF z&~hL-%6DV)*x%PK)zYRw9Xnx9th_ZRbH z7IwBwq1^UNt_6q9JDof|l_$TYY%L+xy?}vY{@w`BqvvGK8Ck1)vcftqlY?@tWpjl( z)i8Fcm2B}yulAdQKaFz3b17Xt%T>?`xq*PKMjmj!ZEZ_bbXBFmn%{k3ru~{#()l~r z@NQ{s&;6;B zZe82Z@Rm%S7OWmSgP`4Yc481ic8x1F51TO=DHZj6t=efz#~>&)_P+M(Mcw}H*FQ@6 zk+f+Ik@sa;WUgIZ2bqWwBf3znsysX^n(li~%s@-IroqOMU|n#Mr@5RN?$EsZfJObc z1-J*&If>(-uv&e$@XX^cXPF45faHQmjg*~H1aD8}){`;PT_JUq>APtK8~=*Z?W%^8 zP_)b^DO42YC>g1S5EV9C2MaAr=$a+y6c{;}BETY|YJeFuaFs>&*kaqS_Ug0&1XK??!lieA8%q-Vg4gflO+w!i~#x0b7*6a#*gXsu(s2~Msj@oH;mWybASi% zTE8C@#L4~{Asz3X`L=4XJnJLH3LKy;KO6aK&oQ%XjVXyAzLaj~Jf%pYi!@LV^kuVw z1s98_S*hgslSbqfeSl$Nj+=7#H}rC!smG`l$Ed$!qmJRt@6NeM{Ji1=GU&5t;SH+= z5RWNyTnIBRO$7Ag2l{3NHf|k7T4lHiNE}YQxr#mkbZAygYqRn`#-tUJeR5i#dk)g4 zx@=!Ao`n%ibEKKfDAV|8ecsMCn`;i}I7u6`=KZZvJKPzLovW)r8ATEl4eNU-0gGsO z))%$njkcG?ij}m1^cXDJssag2dNxW91E2h=Hm^^=n%29vXgujv?juin%ar$L2Ed6R zPr{k%KRHTzC@%)(Vu2&q?3FkpYW^YUDe!7OLl*KV06UrwwTcC`n(adTnDgk(^qZNs zFgAht+qchIci&K15~=`xlkt7OmDHvZn6sm(zeZ#7rT7gaULR`B(hIjO;G^X}%ZWrS zZ4=f)1+~;~6MOp)zrA*YrH4s1Ys9qGAmdz+o|}leq&1X$UETO1khy@}@TR*udeAq8 zbg8g%7!F>vOTF=Jm#*i;yON@BCkK2_f##}#`wal)u~0(Is1iJKfx#Ld_mczd^@e*Y z)K#Qy0;08vomMy2hTpuyz87n z&pw$SwPs>|OY!s$aqmtWM&A{Ory18_>G{iJ^iR1yyV+^Y!6Quuoh*A39v)~5pC8Rv zbt53h)<+|m8+ZUVpYtpAo}ZnJQ{q-1)!Te|__(xz6y1lH{D&jgqEuwnpzbsB7LK6Y zbO1r7Ko{!?F1OV<6EQSACQsM=2?UnnX=YET`3XRiRpgE%4P~#sH$oe_yc@1Y$?X%z zm`ofB7f`slj27MUq@3HO?fK+L1S0P)R6U;%i(1g>7_cy?d55%hiw%>0S~~$}JMx{F zGZl(PM_dEOtBEKQ-g(6Lv_hr4v3?MR^eMiadfR~9TNAu#`~W3)#|6MMgEeM#X?3zk zOHIc`E|AB|lth$*{jNf%4`B=b1e4p?;aJ7I9bqZ!*vT9t*cl>V`ORLMo}2`Z%R<_X zReei>3&N(`eRSF^kasHq`u~Tj^A4oC58uCR+4~sTLe@FR-t*YAY|b&0k(CbFd++Q~ zww|&{l580zk`=N=#xX{$)lW`{ixfsG8=s0UzVw0qj9 z$ScroH%51Mh^Ij!BHPvbK@A#9d4)nwQ}|?iTJ-j;y<&U5la5dR-S^BqyvtJP7_|80 zKlr-G?fK6AocxyGRvv?;FaJ&(vWaQVJ}joLoq9Dt@%VIPZxCEmFI+SBjzMVILzXC) zV5({_qW0Y%!LlyFML+4~?=564!|(cT?PBuau~IF?F(!fIx)K?c5vyp<144k&JcMV< z3Br@JvoQh-W-~X~ukKaq6}lCN$oAs)eT_a1Q4Dq^NH|@8dvoFYzUAH}r<83psQxUr zE)s-X_GOVuBnFYJ53j1%`Cn(Iq}p73b_bb7e;5&A@yoJd;ruq;N4Da}F*Y-d88cbz z^A8v9EwLwlir!@TpwYl*D=jpG*7e<-Dk9p#q8H6ZR2W@vrBH{U&L& z#2$!tx^N8%Jz3XpS%hTzuVCb8EAFoc3OIw||_(8^z#dr=Z> z1~@nXn&by7m3Tq-&GsXV;rbpIK6ASJW%-r=(b~^<)xpDi<`n_xfbxcuflKj=pxEJ2 zTh@hhzbyB&?w?MxqsMQ$iw`lS-Y&QiG&^5k5bu{-!OQ$}F~9m69kOuIc>i0++oU%K z_IA7%;L3g>gSAIuO^ER+deD8tW5A0I*#UYzk!ijxkx7&Gz-_jvI%o-fy&Ytk*Q2^S zl`c?H2fftF^n~^z7!be|%rKPo8K#K3TC1qA%^X$x!Y#DpIGmOHC?f32*AUq%g2-n* zm)yI{{G*N@cKd;(8myE*MhM1&C7a1m47e!Sc@kZZ*^NIBA4!3;FS{SyOjyiAt^yJh zF|q5mjIrC6$acE62T3Jh|{1VHFxSIvHc3Cukt=?aYYmS z>WmTZmbA0W>Dz@NZV*?U&S!Gtm+@m!pB5nSQJk|8(b1+oR#z5pTa&Lz!zp5)zp$P` z<)3_`V3|PSoY{2p*CYdjh*o-idQEccGvEpFV-1mq!Ouv$j5UfTBzmxm{MQ)U z?oQ!Q=QT31zG!7CzIk^3KZQvW>GC((l>tP$W;XBS0z%tVUN*^a1Y#d!x&unZR|L{4 zGZ1Q3>u&($mS)wxcJM1WUw6LZbH=aIteFH{`mBP96o_HtJ zD;^W9ctReLbZ~GPql;?cUAXOVb#ZoevPvh+RAkowsf%{7;_6gzHN_Gn%|>uEXPYvr z_GC7lp2zS`&gJj^>fCR=kStDqD82@uLw);}AB(9-?(~yut3H*bS~PW;x7}pc>K5P# z#_jGmlVosON8#`U%6hP7%PABsdHmaH`8SI7J{-K10Nej!i9n-R7h7QMTdf!^?`FIC za`+k~XMVt&)sU)alJ%i(#Y$P)`SouZFNKyK$2Sz$kO(Laz4$s|o)k67ZMEwwO)ve< z*Pmv~OgcGA%X0I-HibCu^>rjB4)>BeQ@5hrpY)$c&f`yx3o%?u;=}dl{P^rHWgXpy zObuh)Qy0d=im~i;%0a+a>Av*7j%C#lZXFx9HT)sZ7#E-CuA|xYTwBR`<=sYk)*tvr zba&77Y3~;EWC^-@Y5v!-ktAAu>se!31Mm~ch;7HqrQ0BHY&kT|vfco2X2QY( zT$|-(zQ`n5y4!u72&7qwhA(jC(D9tWI1*H{2QzqN#@&H4M$j#BX~mh7P9wO;Ro+tB ztKJNDt;3wOu-t?q@so)QsGii|h%qPO7oYS}1MZe&|MxvV!z4ZGwWP^~x?4{_iSlZ^ zQ0iV-e8zUgN-j@l<EV0R!8Hp41x6RGB6<@uo6_ zIRs-SY+($<7KWRDKP>y+lG#vUt`!sKmgnR{m`~*09qZ` z8GZ4*$(Q`Qy|2zTzFvB@dCK+k9VdC|IN;Xs>{VTS%4p*%AU*Ca=|a`TwubgLXIJ_8 zf%L`fbMy=79w%iYv(z|;L|w^SdfDKnH9A2HGezGmQhPd_DUHwQsfNB^>W|s2j8Wx} zB{Srgd@z9s;vl*X{r{q{sl;I*U=yeCUL^?hfawk*f^2$!t3dlv5W99thinR20f9K4 zWl%yielF5_uSu{6 zkYn>b*U0da~=$Fl?4ry?3 zJTjB^oj{Lw)a;~61aXQ`>}0V|IH1%c5jHIlD(HbnGr+i)^e+ueXC`peC6@XiqHu%z z-B-P98sA@H!itgt-8bqbVZ>=h!nw2BCNiA*LqF{2#NDPpDd)Wf50nbxr4RVPhP3qV z-UGX;CRTM9t1X6E2cbzY!x?;;NsUA@O50mzN4A!&i zgJ3)u9(7lbOQA3JsDT|Yboj{<>ZcQuJo%GhAZ**D3R6la?6=^?R=Mdl=QY5M{XmU_ zu%wWXWwwR2x2f@0I4V1C@mUTb%TOF*Nmquxx3TG0MCZtf6yfuBy#>Ry>+Pm-oo~|H z7b+Pb^nL>0MViDS77qqp;ru8?o^XOai-8j0>sHIccf9_NSLL+G#9ERb0_l(Y74Ffi zO5rfOyB|=&|3-oS4*oa^$$Xhm*sD)lY#BmVfuDAqe_s8t{XJBrjX-c861D4tH>9GA zOHFDw%z}EkJ&On|w5Erco=BmY`&;OJ6Yo105GQ_Ctt$!PfYwkcB~JE&kw5_<30ieg zxA_PRjG}rCHEuMMk=vfIMZ0i7JJQ<-SXOY?^5la8IG|_&_Y)kP+y10GT!c1-go)O} z5l2A*v+KVfb4J@$0S9{Bvu4a0h=XA0OQG)>9UVS{(jlkD=IZ@*PkWV>ICp@UGBEC3?A`mCxcgC18Vvb`He zgThJnN$_0$l&JO0rBrdpw{u@j>RRru1(1T&(S8huOoL6A4>wzU{i$8k*^W9MPi2RF|fZ=w5wZV1`Qn_X^ZSF5N(#b{-&hqlCR_e`^f%#_`)0DREaspx}(Q_41A+)h252{D;o zUjL0*-#<~@y{nfj6@0dq?Y9AL99tkc;bv{%n|;2kuXm2v^L1nwP*ZxuG6mBkLr$`+ zl%i4_RU_XG=+W(esN8%bvw5z~BU=WOPT&A68vncMijunhN;iB)U?)#87@K*Z^zEqW z+lw}bb_dqW`Bgyn^yTA}eWb6oXml#fKauaSA0hc09lSX2BNuSw33-$#cSu!9+#gSm zGSmm+66!0l&f&|i-kj~bdFIzIiu-AelKs;7yj2^EJDSb(-r-Q^Sg2rOgk~x z&WX#uup}~U?TWmE`Y53slf zF6wsSgx94|Qu|is(WiLneIHfHkEv(fTRlb&M-*xjpoSqT*(tr7B9C^h{vcm;_Sw>> zKr8)zQGRQK=uQ6TBmhZM$RKm)xrvv~HrhrPe{x{+0Mll8`p?&Xm$zVUEcAV{@%*XB zitm1gI0kqjY7xGBzo#$A>kLN8p|w1#Jt21`+0U)cm~kEYl;P24R7IrpT#@oT`N!Sks&gG|ws=#raPOZH5mKgPdHw$oG*7E= zueW##iK0Q$&NZ5pyzT68%#;TX3T1Jr|$$q_SYvMLaIG2;i6MLsONo>E;H?DBGful-aBcyoop3J+-q0>WRoQ3&q1IX{T&TX3cYCT)SY0;%;?khbU~R zj{=Ax^WJkoP%6?8(pVkZ(+wi-im)R6@>n~tax#+Rn)*BZ48G7=ixbC_He226QMhR@ZvwfssW=CGW4zp-vH+k+$PT=b!+LlJqFnKv{mj z=ysv^F7~e59tO$N=QBl7xc@Z$tMIOa_k2`GDOUJp{f+M?6;V8esZxQS<+j8@2?-CB zP?PhRwzpenAvZ~A5Wtu-EbzPe>j?#ZRMtmZnUSXpl?mZG{9JRowgATEW@VwCl>aG8 ze6}BBc=d4i9Wm^VO3`rQ+{*F4wvVt9Dqgd)h!Q8Of~irEhvZUau_OC1e~!b4Z-EALjqe{UvaiSnOgz6c%pur`-9s363ugqX8q15NQo=z2!`6pT zl@l*;?XsUMnPFn2ZxrTgD@k;M^_o=enu%4~<@XJGz<**y(ii zs&OylE%ahW>y%133{u`@YQyM#6{+Zf6u;RLHDY4?6vKYycGPs0!Yp4J@pqQ;oiu!8 z6-GpA+!Okb3zJC~7VaBoXGQTK%~K0wbH@9;z7#tZvl5xpZNOQ>u}|;+ooaalqaoj8 zW1=8x^qndI?a56HyHl!8s%K8*dQF$Q;qj-4WKA~bsj7= z5t{em%n=xn7bkq>8KFhypmqQgaZtO|*B_Vz1Yc0&;}-zmhU>})!uqI%UUKf`Zj8f# zVp$ennCcFGqD3O{-NS+Dl0Xo95Y?vygp_V664^xYt=RJtve=VUP5NDspf2i5aU5Y= zDvTYDS6$OMt*dHFa-}Xa7lm#wsaYA!GB|Pz-SRiGVZ~_yWBQYguunFGAzb(Jagnvw zZ(4eAG*9{aC8&NMe*1m(%HN?DjH5+ozi)BN($2w1U^K9@{mw4c|H6IcN})OW{%^5` z4LMNLK+aikp!K*uUr#JmrN9xPlpWbILwuUvU?T&G*>$R}9tq0C9xYsTz2(-Gx$^>=sj z*g^xkixY0)xZwBO7-e^+iho32e%@RjC9ux(djPHBFBR(W;Cr-a*!T-Of|pW9ELQNb z)qH<5kuQmCDkj@&aUO>1{s7wC0z39`p;(xg`C+?UiEy^3+fJgp0 z^fIJvFr1)z=TP0$81-XCiRvdcInlBleK1o;Fh;YHD)sr$%HD-P7pmT@XACyP+nWHL z)S~te8)>qsPB8}NsAnKH^#hpq5!MM->&FfPwDpFR%O=Y~2OELs!LIap56WgL^;utm z^vfGe3V6KYv9xT(N89{1cTk7+&GZtly?GQAyy?6D^Yat!DbY1H8)t-P{?DP}l-Yp! zo`>4=&iAQGI+Xm;y@ zq4J^dZI8KWQV6uO-?9ATy`!IW_lL23dVefF)Y4_OZ>Tx|(c*l{&c$FG2z74czS97+ zPvXO<@#Dw9A~7v!qu;gxsii|bn!_~k`wJDaYe;-^Z7`;0$5_LjX`x8iz1+z2Ent!9 zX|>(`hyveBR4R;s!#)9OmiqM9r$iZ9rnBn{G$hQCL5Vp}wa4&xML!a$;FnU3 zrm^nPe9Rz_DN=5CMA;mqNm^qzT$~^OaBig8FG-_sq}|^ZuxuHTRsKVFb%4-fGD}JI z;g%*0Ion;$KoPtQiU*)Nxt zJ6bPt2r0RnD7mu5!@T0s`pd9Mz5@#pcVkx%fZirH19HMxSC#?;AV0UbhVMGl`{vG~ zWM_B4H2KAjfkfioW8ibih(?MS{*O(Lhzgi6F(JA)haY8jlm-R5Fx1Jm-WEs=;mrlG9#y)`a^+%x&Z;zfNX^2aK(1>3juyh$F63g0SvLBoMu*BC0<}3yy zRPgtTqxn2T$EPd++~d|y_;XxN8rYQyOeb9vmc4;4<{2JtV78gABrEmpN>DQu6czJF zp2GYig$8ua(ln%vB`3!|ut=~joI5%~67gKOXc3W4--o(URZ(>iB zpRBj%n4EnVzSVV_gJwItk2(e+(`ID9EK?b@q42V?xiw25EcE;J7nw6aSo zGCmxG4!gW=|0iV5O4=&9Qp<9ZubF-1f6%L^FMtoWhfav1sHyHWhSh!&$~GP+u{&O< z{V1_{sQndRpuD9%p|l!Rn*g;!I?`XX`K9wykm@Dh%G zxtF}w_+NN>h%qcYV0xT3`SvSRXvGg~?MH8u;}mOf!yWZU-XEvYdFyKY2bEMb=QP*` zq<8+hqraEOzk2d1+i*bUD`jol|23NO>SJ7`m9yzJ|LZE{x~5EU^p#E9MvwTzVt|cd zcX;g!mw|Df-XVcV8jZZDPyAoSmQjxR>V`GiAB2y6ywF_abU02gs*1ObX$l+PW(9WF zy6y4zJ{(bY7WaSVq(HABM^jSpZ$NRJk~b&j<=>d~<^iw7fVZGZ%}-id9g3LGlsN@c zfQsPm7+gXV8MXNR^>^w=`ZX@m$G2Vvk(i?DD=ah#f9$2Pir%H9i(MD}(e6L^#M$Hq zUcIgR8MBi?W4kWs(%2;h)M^M>a^xDY*t~dTN~H{k(aAdn$Zyu zefWpy8y|te(f|UbWoz}aK||U2NHfXng>2W?u>xJ#Z7-7g?J&D&bZ%n$lnL>QiK8WO zD+X`fM&2{}a|@DkV0fgJo+#NldcI&*}^Ot}+*=8*L2X%_a zp88YT?S+8;qNknDIa=|ac;Kn0h}bW)?%LAUa7#}=XvmY zjZTKnG@4gV^od+X5ol~Sc*_FLFPYxV5CB1a_=*NWLdg>CRC4yJSR4xgZPdos*OvUi zTa-IQk?l0!_RxAD`Nj=o9U(#=%MZJHd?ZhSqF1e%j1w97F8U9QTxfP9GTTC85F+Xgab@+$UyXOQ8;-sLyB2gBu8C8&PP z$REtpW#|~4!nQDbSvXJ_gjJhH&zj!+zzV!g-i>)fBN2l9X$z2;X%8cv>BA0L9&aOm zT_t_PTCOJp)`AiT^jjWX<=T3A8yeS;5a}Y%uG9X;fuF_SnIa{6u##7ld*iEGdLQTu z9fuZOupptkKuFSExdAr2xXKv@V|D@$>I^;jbIm_Z#XUHwqijrL{S07d<`C8s|9vbC zX#c6#20>=$%nQ{~oT892%oZKB8*F8i2{Q-!vyasu>(7(}^@0ujs~&@L zX-Z>L%6+!!eM4ic>rFYBFVw-GmsS})!H&As9llS~Cu)4DRvx#J7$a-lfN|5}eUl_Db?Onr|$cUEYt z+*KRW_P(6+BAs zSRn{5XHw2n)Yl8=cbC7xa<^&PFKItV6LV8}ZZh5w4O602#lsmR6pBSqh()kfEn?pz zyiQ5);Dcm3zAfp&8-JZBUwO`etM%DEDv62jPvIt9p~UJmM7W%}TSlVxHMWA?YHkF7@mq(p3)lOLO+?hOC4`n^Zg^);N9?T-GIVLAVt$~cbu zeA}I5nVqJLM|0eUXj%!|)&b=t6S{~iV1IkROqhYsNuCV<2{q7|CsLuiS;$}I0<(!3 z@8_-V@O%vr*33>z=Or841**%5xAOeu5S>^v+!%B48-SG7$e<5t{7hAmc^0=yC964V z2Gi3Vb*c{)(I2myTwX@cwfi^1V`o0W0PAV$T}VjGa~UDk!mQGPve#ulGm^blo(6q_ zqMG=%;6(mX%JIbg?aYh}*wLZvsRY=x|ELbT_k#2TGwTE%2J8d1Yfp=Q6zsx=qN9oh z2y^a*@p^?YXx&X)Fs)UU4vptbO5H^}kCsH6gx|=5Uj(kYRtnoz@0d6Zncf|jGx=a( zRB-phMvw95%*PW3_R{JC6$Tc}pS<@c&Xi{a#-TKDD+4+9!bo_8Zr1Z>sliYMgEKy) zahwD0%0tHm%mI-X%&_;ppmALnh&(45|8c-MAY8-_5hx3S62KdfG$`>*)Mn@U^?q?3 zS!3G^N2;WvKzO zfET{N_Jh&wjU!^EpOv+vCld^G*tYOZWZO=`2=Pv0^6LT1)6OuQ@<2KPl3sJ)zz1`1 z+i7dyroaCPnB<3*)q(`fw7i1Q&7ZStGyS?9*!ESpqcY1(x^0MWv)vbW*0zMUBnz!t5DXZhNh-;U8^8CIA>BUK zz)iBWMu;HdIn7{QoZ318iL?&AYM`NbO=luoIWpMp_gcPo$2qU4$3+#vFI^iF#QijU zyW&B}X+NRLxmY|?Dd<0$HWY#&0NFA0zVmvM&Bjf?yHyouI>qvD%|3v!rQjiEyV8?- z;}=>Coa+*|^m3@n{z1e!P~YJX8raP|8wj~}%X__=+?A0wh9^G))xU`|lB%_8NX_53 zguSkr`H&d}Q!b3Z!JV@|{CBrou*!>unFhNnvT7lel2~ zP%xe1Su+m#_ykddDvjwYN65o_QM*8`)DGQaylRc2;Z=88k?bgDT- zBm?z5_Ux*60>SiyK0)aq>Mb2HAO2T)*+H5q0=l&(5%W5vG*WWfYuGO3oh0vYE6-X6 zc7$+$F07XTG7^}HpjiKqzX7^Z9ru5_5O3DoMtFsFIcI3kLe93d85R84KyJut0tFRy zdycICnMAqyOmd_t#mm0;B8muy+D$R{2ekS53Agb0?bz%myzGuD0i-y%eg?CRnv6w6 zkZSg@J+(5s%nw$JQc?b^XBvV@CdRpyVlP(ExDwmFD5aHL4bs8W=-%lcw&#j(*N$Xf7Irk0?2uHFE{qS~*N}XW<-=NJKEz3W z$uIHXuB=89;~l~><|xFN;2S+#ri^~xm-63E&vwsd)7Mx=;ZJu3aq}Hode(p;DAT#b zYNR2Va_8r<9B>>4X67E*rs6dU_}^2h`(-X4cKOdDncBWR}eKclyvs zIL|oTB(cicFk(&9D~PxJ&pTS1@f%VOsCqtfZ)SSu*_8l&qkw(c!(ZntF%S990v+#P z<;gdQ=6%qnkeQpg7GL)DJp~k(BrH!I3rA>yEQurxKMboz(hOZs`w!{!o%8#p`gb+_ zaO*}L^c34qm!MPse)+6oC!__e5ZeO(_L@p3<|VGFJjKSnKmSq#&%OD@pL+}hbN@vU zifQ2{B3(0kJPO7C=ZnLlBe9Bv|6w$WVA8hq>WzCKJ(szd#~BArtj*-*JSWOFzi-*? zKO~j%11H(p%aHQneA*++?#pCXpM~STFKGj}&%;U)b7uF}HGz1E*RDkkfAovXzC#7p^18>Fv-hLQc=Ri=KS|)heanT_K{eE-AT(3DuGHNZ8uTpNoP zf$OogKc#j}6Tyzj^w=CPr{Ygli!}>FeR=?FAd#kd3LzblS;`!}Qu39tg7J_1wk*JQ zM$}^kKpC9}(w{vIOKg(Mi|g3xR`Qv$R@5t0$?ZDpVyGNycXU?4R>uB$tsjy8*%7I- z9k!lUZ){{7yVw^{5gvQ*6MnwtfeInt;J*o%M23X`M@7q<{0X}LjgYI25Uvq=F9AS; zL140w@KYWx2h9}?Jk201Q3&O7yNCvQSsxdV3u$0vnR+vgAjBTY2+ZTFKbxbDpp_$X zIrb%p)S|YGEp4W+0zSb0oI>xyVMu^}N)DJ+rn28xtZj+nSPz>(aMI&ob+9`VkIX}@ zyZ>~bc{z^tn0J)Wk%BG(QhHh|D)R41c`t|1ol5C#DHe?$!sZSZ##R z;zI1vp7Gj20$aUV4ofz#JPIRYmkP-1Z+s@a8569NE21{*4VKbseQh`yo%-0+LLn6E z7ZD-CpGUBs?JCgAh_c@Engam_Zj)5}1+s64g%a+w6JW29x;*1h?2)EBdobU=CK3u! z=_hzBS|;1EUpi7I-x=6rMWIFPlyJ3FMx#lYIYGDEwHU@AOq|H+lX#XjNq0aMl0o4z zO|mR-0^a3{w_Q+2{Riod>WnL@N-B;K8e#I<_JjC~^@7)$5OJ>ea5f_HsGt?#Gv-1| zF0~K_kbjQO^aP|G5utXHuJ#@{XBZCk|D2LBifYI^*y~E&jkpPgnbZR32fyB3{dmWv zqgR(hk1bQK+=)vAN;l4*;flNI;&re2tiUcZZ#_r>LP>~Xm)lc^Z!y$J%i3C8;pQ{(bsnN<`5Cs7C`e%$dmyYm;9 z{N;r%?$^U7=&?7o>ILJqJFVU~D?0K9k(WjEiDhmQUsAsmO{LRh7)!OeCTjh1|g3z3im1UEylAFdL)AYmg7PWz_ z69TH+gY;0rE8Ba6#N#OUe`yjc82v1slJe0&ZOHuH^YM zT;6onHd&h7m*jZnli0P0yI^9k&5pQN&O8Ld>nCttsdqoGj2v-<=9sN z@RTYSRE7co%iJ&$g@4;Vet)}pOt~R!hcq&iaQP7htI5Ziv*;sb%^x#u5C5_1-mRum zPLIeGM6i`ZCLFFEnh6;F_-tQ&`T5Adi8_w6%yFxJ`u(VW;Iohtmt%?XYS0ij2%-DI zYZEKQP9b3=96rX`XYxkE-FfbGQ_lSjOEYSy9dO2(ueAXqz%9qpqREEa)^n5(Pr>#M zUL)Q+d-sF9+{Z)=)=B~@Se3R7=-UlqkF@r9ZZz*K{W-7ff#ZoI?dHYZ6c#zF&bqiE z)@E7z_*+@J4AW)Rx~y+p($q7uUdw=5AdQCOnsrCuYq7!&zSu{bscjs1mjKt4-sUhx z`tKuViw`5^n{BI}vEAvTbS6I@25s|QOenG5GJf~;b9;bl;Sd3nIN>qbiC&m*C&ru6 z&3tdRJtfRnna+()HYZ!rf=hkRLZ9XGb3+3QEq$NaR~kWbrv|HYz^{lT3Z+~$)?(J& z{t)nUS5OD**4AF&hK$k67N9AQY^+%8!Z5aFwZ7||Az;C-mj85SIpqpwV-kT+%ua6l zB>fbfZco~k-2i^qoJ08wpQ7`7G9#?wu2rxvyXnr$Wf^+6o{Jg&8fV>}Ky{$ZyOJr? zNi1*Yh!indr56O9%#gh?EP4x~zD6eRa#$gMWDIzE3gBMxH9W7IheM&>{itF*oUcrD zzPtvtM28Vc27FD(9{e<35@tz*?NqbO)B;4QvDQ;Zy2rC&)>M9m+rhm>d~vB(b;h0` zD`lrzOQk56E`lMZ(}XY-@<-r|t@I!-=Si|EyI zs)Ob=45Jrl&u%MDymBEwevX;_B-TTYYI3&|#0!w3xv3MaZl4g7 z7<1r2W0y9*U!=j)V85^-lkNQ+aCQBvnGO^YpZ+-y5LpKzWot8If7J$(J(a1a-!5Ta zA^kcX0iB~fM7>9{%KH#6 zlUN;jj+aJ5t{O3!%t!|0wqeRgVyi~z1N2l@Cq#?OFq)N8>X#gmR1MG}$6w9r%z-=P>^bqg6X_Ud^p0WAsb^j&W%Xnw`t7W|KI1#1^VEUX zm|yu5S)O_A9~(cObw=xnd*Y6Go7)rK4YSPH5x=+kg_VD!_&0ZS6cXvvxvpqE5*E+x z#)wale|zC%rHbZpRcoNtu$>~SDV@#Y3dvOII02Un@_F3Vli4g!neL6I!OCSdWiwk| zmy4|ua!vPYq8AM#{#>PQl8P@AeA}3nXDha*y${SS{*yytSY)}V44`)s`mw1iIi6Q7 z2BiCI?AgkN&E!$CQMAgXWz!@zA)fvfr4VekRN@{d1IB+f>fg^!Fk`=deO&eWrp4g@ zr(iuW3U+Sg!CQ&{Rj~M>SWDNQGb+mXxNxY?2c{Ehl%B@-tl`5L51;1oil+EIv4|$G zH5%sSv2N=4zL(dTA?>N0Kw9A;!dLmByrR4aT{#ixU&hISEu=7AkV^2SS8{bsh`;BL z9KS&urp}2}l+Bg>j|I>Z!gQ_vOcqRumMK~GPLUk3XNz4Cm<8?K*~X(m{ta2V7A}HZ zpn^S(i;!OJC8%~U>fsaF1tJZS{wBo47f&zCtPJ3nB$%* zg`6%rzZ8!(xGOo=C(K0VTRNtm?y2c&Iq3!GpW0>m_Yn1R8q`~+oZ9`^yTie_h*$KU zNYbSb`Mga91M*Nc=A9~62742%0o}asnM>1#`EX*EasE4Grsv&6)e3ooMdI4Xk zBucPU<0BfRdlEP;y0s|B!rxzicmAa|{^9z=a33dT#-7v`m(MqA?Wl*lyoAWIh^!w1 zjH-518ZZRJ+1nA za)9xjZD4>|UWe+Ak@o$*2rlszkP+uAT8(pkpD!QQMpTo$;RoTmYTB1o0JCEa!kfz) zRCd(>yF`^0Cyi*y1g;1EpK4G{dnFNGq*%24Vp>r!#b@K5>uDhX0AWG)ma0g8B+wq$Sbgpemm6*ZkGCqA<*3Rr?mjwVj^kXr-zu^@ zS|n$AU>mSm9_Pa{D1`gbFgi&}mH87$J;HtQ`_n{-&Z2BvxL%ZZF7lJ!+gas^MP5N7kJqIU? zRwh*Yl#f$q3>y<;b@fyRo{&>LEv4 zU$jk(1WY2$^TgfrpuSM=-Y+J~(%p9dDD@r(RBI%4!GAsDDMBgJiO^<~ykk931?!p)!(gXUZm~_4ueFJaPV_2?Aph(avz~&9|)XQ4-DJ6Dg9?JpB1wFhJR|&x!N$l-LIjNH-ckU1^K&cip#nfGn4L!2AE0 z(0EyAxXk9Ow0{fDP6di8v+fE-Dh;aWq^FAl*Wu-adcZ<@PlE>cDlje*t1+|*i(?2Y zUGnOEao~aG0F%TBRk~1)Gn$8 zLk#grl&pe`5a=h47wPB;krk-%vC}xD3n5AdmtoHtYlXS#2 z>eve0boa{&r}dA&kEzgUnh8XntF%lc!$(qaBtJK*|Ojf~4rvy06pf6H0w;J7SG-`N5 zS#w{%nfZ3RGcww2wI0v-v4pPaM?)2qOD?A0eKF|0KiA}vv4T?%?=fKWQaXLRmlP(_3amtI)plZ$<(NpaR7OgcFJHbkXrlm3fCqhb5 zgs8N$z<7BLJD(r&6$+z&9dnD8sO)*F_6^Q0(u@n7+GDkd)GBbPxE|ID!}?J)c(Xnwh~IoV`p2v2^hBsSGsPx%r;dO(~Pc zGA7{Rx?E3y>9F@o5nF@XsM=1{7U41JEm7+cuq5M_`kVz%!V;whGkXGw(LZ3Us$LdW zo*6fR1}jCfS`cnGtlu}2C7bVa2`9+wF!ry5t%qS%0By$LP)Q zSl2;y;vC8{u_N+d!Ux<*X|?i0iA)MxU039M6gqDwq#d!DI+4~&r zdv83NGYlO3^y}Ytb|=MqL+8 zdB9Yh17q`qEgcc$XB^JhmlR?ibCLrk1$S=}i|g=^41mgnmxSSJ`6;iw)#1`$5Ug#uuhD_Z$I(Z>X8P|&K^CIiackc+gvM5!DJbp&xHR^%R1Y-75<9B@|(XL`;VoQZtqN)E=ob`Fr+WX0S4Y!7ZhtB6{K#J~X#S%tWNrOJ z{00DRTo21Er4VRyoZ57?ABU8G*LXY3Fg3og zSN#?6? zY)R>5(y1y+woraDxy+x+O}veHO0w8$&uTC+jYF8*X*aYdIpXD zmdSqvyn!>}M3rTV^p7WZ+%O$lO!pc5)=3r_3UibBgs?FE-)1#pKox7R@D6Y<;`p#G zL8w{XP@f0xsMBfvQ<^El*JG;3vXj_SdUGgo(lFy)5bBHS+p+VKcdpp_Tb+hb4*^d; zV`EjhC4Jp5)It(g#YHiD&Qep}-2?ZeB(Gk^=}M0UY`^;RzbD~g3Lhv^vbQ(Ih-&GP z3#L8&=oVknp0s>x70yPJIni&Y%&rYUi=wVQ*?MR_JTj|i`>i3X+Wq;kJ)eEP^Dp#% z-)UVwEr+7yyZy9^OxjTpLIHCnhgTfQVR3j`BPNivJhtVmE#_W&8+QsBShJqoa#ahB zRyWBz9}7B-i!qmJ$!_1Ji>#}qSSiN*SD68VNq>*b3E@P%WeU)`agATRtvTJk%?;Ip zP0gyZGt^SoDoX%LD{!n_Wzr8Qyu0D=Rx-u3{;#g*oHnpJAKLs?J#rE;}LZlq0ktGmH}(PV6{mItQQVGs%8T1T-;z=Fp5`2qc_e6 z<|Rj3RlbYF`cs`&Q^&l5-}G8YIK0QaMD>8)2?hGu-GrQPdtVYz-bnoWLmbk0YDZ+* zq(v8lDFIF^lQ#moHI{A^#u8}3ADD50MNdCK_WD)=5i%_^b_4FFv3%XedyqTeHEQ+4 z4gF)_=n%5uUyH;e)+Df5HAjfm*cr+2Wu&SJDC!eD%OhMWGs2NwU12ExWCRbE+yE39 zR+sqN5wImddo{Ee5Z97i~TtR;Rrh0=G5 z&cOBqNt5XqmVhegqYu^|L23d3j_#bz zUnDQgs%q zF&f9Hj8LFXz~Ts)2_AAdE*6mQL)mR}GnFLyu~P_G7BSqdTM1R<^f|&g*brT1amtoh z3d7#=NKmwyJ22Z~`tJXzUAzY-6kRA+GG}CbTAQu^8tvJKGk_3}JS!=V+#W})r?Z{L zCkw7yKgD%%xFEbMEIbxJoIB_cDHs<~>%Bh`pF61m7c!ZKf6jSFF|OZj z>=ik&8oFT*y5q@bN)|Q(s4Rq@tJb9eX`S$&($tR)*V{Ob<89Yf45Xm9fQybJvWeij zcKB-dhHZNkb#Z#<6iP`Wug@|7EVYS>V^g3an#e|mk16Gq!~bCb9BXtOM1*3jQV)`IFcYumlVA2eotL${vG??iI9e(d^D0?!-LC1!H^~ zi55x4C_~kN>-dtZJ7CW&hOCsCW>QQ833Oz5$0gf5A~|C6Hdjm?I-S@9YTGi1jac9q zF1*)jzSXOAdUotLK!&Sx>A)L1h1?UH-j=iE3Tv8iE`>KNYIX?Zq@@I}oMv@UyV6(R zm%I`%5_4OO9lmZ%z%Cd9#v{z*K6Vu)HI5(Im&E?w`q7-A@8{Rg;0)J|JS8F+Ju%%= zEm6t?JJhv|+MjVYho$;OrW|k{J!z?nPIr>OQxS#7*iA-$e2+WQ7iYZhZptm|rJ@tL zL}Hy;;LhGl%~QHn_=$6BLNE0beA=GxnT?8c%q30ql0X5}1zNNi8&C3uR$P6^&2^!* z{tK*x>@9g?N&klCu}d!VAe%i z`2eT{TshF(Bi#mZvR|>0253#UW|~`t|tsgfc?# z+Tj%Dcb!!D#G5pUIO&=>gy*HWqH|z(3exSEQR942&ZHX7b|=be3u5>nrzu5xB!MO+6?qx){l~O= zjU@h$%!VSgPJ)%yOA!%BAxLwDDJNJw`|hadt20uqu^N_Ur(q{1MfbcaYI z2qK8m3J6GtfP{d*d!rtGf1dAJ&tGRP56aA*J^Q|{SC;BxKja+?EOxuelJxAIFpPj> zN|Oa^qUEXJ`<_;CQ(Jadc#ImF##dfqtm}MDt*Xaqog9ykSsT{AF%o9FK39Bs;1))` zeX;oNJtM9vNR<+r5RH>sNRmtmR4Lbl{Q(O9?x}y+YVblYIT+uQ(iAC|G3#J>g8)6| z(NNO$OQ96;9}77%2Q9Ka>{O#N12%ZRR*PBcW9U6`NmM@za^)psQ?S@HDjrn;5IetG z`JS}j$$dU-Vxn9hSHPYQOmG?&#*T#JQ!Dgfcg6iP&wtB?rzhSK5b?eF{)wnWQ~bWx zW9Qr(%UMoxb8QI=@Q{wa4aCMoRkaSP9%gO~2*ktH3xAN3UJnp}77pxQ&BWa=it$7I zjc4yDu+7grhkrrrb9q>cy_JmD780m`Tq74DcOn<{jNoF_Ss2bm$N6$crSL{(IP;Rl zaIajn&dbt!opy*tpg6(0P@GVVU4xC+5HVd*vHuF{P}qd8!2 z1Rf<*eK=60SeOZXeJtHt%TQ&AZ9w%=)mt}h%OIjQb3$97iJ9mCfqKWvI4YwW~V|%{6f?}X%IUP)E8+B-(uN9PI z#Ard{UUt<&^bH@sw%?Ut^yUp;V0Ys}i`T>r!l~bAm6BMMr{S|ZIPM+x8XiyMIlTL@ zeT*!_dE_)Guj;?y{;aKy9g&m9KUJX?z-^P7W_7&&HJ~CcCN5?u=tKn5?NKFqNR~LF zyPPDvu~Uck16$!_i?tmtNt+wz&_~|#R*Rrid`zGv@%VphNmPoo1JYuQ(*#DF{rnQT znp1o;*(wSMYg*ST-F^>b=TYsi(27*9#8O>GXf3J)4=<=$ z4oF9u3Rtsj~ci$)Vx@fIi4%UMi9^a=65e)1l36T~%G{H5<*F zg*@E8yb&zay4kmCYh6B^hN*c!v%4_b(CEdGf#hST*Cq^m{+YV*+;@1@>K;Fl!1 zmfgMZ>9TT*cL6;RaxinW>fURpNj}kz02N%C8P{lfe#s7hDMZec87RWzDmA=|``k}K z?ac~6pP425LL_p(V82w@kbQd$RK8&q~5x zWsOBh+k_q~NkKAHT&~&(hwqbSsMA7{nbrMpzUh)*qd&A8jai|&xn`?-v(ngUf>7Z) z=g*&V9;}s+oJV@6hPHJ$;b7Q;=4ll4T_%Jnn^rE5e+QN{nqCA;jA%rguS%l*v_n zfFjgjG~X(rtv+!cL?07l=k)r=^0K(?LdV{-RgiPz<(s&21B}B{8DpBfD0ZJfe-EDq z)8%P#Fh${IeM+Fyse|CsEg)A-e~>tcxQc0|cH8bi@y!=6NVC67pNe(g>7V-!|Kb&* z)G<#sgP`ZauPQE3nxOBzkHsit9!+9MQoXIQBETJ5SldJKiM{+2AS%@1ZW)TP2iOb= z&DCV8so_E>G24FI4_$kVTEgQfyL&H1o)#-}GiFGP4XRAAX=KcSIdu!XohG&D+SWhI zZXly}4A!D$7dcuVIhzd#bl3v6Hn#{Gw@CTSMP|o$mEs|kVgMR#nD%*`VuZhBP*|dD zO`vWUBdDnA5n53o2XWjz7=+8KAow+PS_S1z;f*X|F{w7Gm6sI(XY0BW1!1(psQVyj zw?o3B=vha7)n0JZj}AirO4^&Q$B`lZnm3T9X#HE0HAN}MpkTdOcgk&4l|4!*aflcs zXwG_iDDhh$39Tky7+-Dh-d)I7*a2f4KU*Bo=-z!Z_))~sZ#*wW`al(aaE;H$Z@p%Kx?#nn!HIXR69fU^ zcF9gcQM`^yfyN*oAPerL(h2X5n1^=o830l#fIycIU~Fc;5&fo5ax82EiIie-fE|3% zdy!H<$3reI$Z`WJ__818Bu(WwE>0M_giFDfGK85aR+6JaGr7^O6v6=%C-(s?C`-&Q ztXj!^?M0_XDZh#GjI-y;DCP#5pN6%mS&PlzE9((*sVWM`#~|*6;0N45D@~VgO?Bg= z{*{|*bT{^v_ydfQjwj;2`*l6({H99#*}jhP7Rruhiw?LX@)@NP>+*t8evDaCm5ioU zmWpP#tNuK}!GrusIMM4=#Pg@ZCRJk0fhJ_wtfkgtHGeijaF=PnB8G>T`6ndQz5RO? z@h+#o;nV5*P0jy#crO!ypIol2OaAllhn}mi(E)Pf7Bqq*@bB|~nW%W8OnK;9*?uy2 zTzsM->C%rihH_5-#fcBcS)WhY${Lfm#uXm38f5D+(VK}G=#*vL^&9zoEr{KNNHW;F z8VadnqErpDXYmh>>&-bLc7u|&YZci-O$z%)=Z<@}qHuWb^>Z#2qk$w}H9gDLzE?L)9A zmHa-RZFv=K!p6`Mn z6Xj|$9Z$NGXC7-w#q@>RBsQX1AFD;BcDqTpaLtb*wzq(gKJu09iP!ea!)9P(Nz+X& zytqtHMi{hRks-aoWFs`6{0?us=BhIs05Z1?R)zpMBTxZAVq@OY+z2?X#zEzb2xtx1 zthVNLZwa>FMTs2+s*>dXBC{Jp?jR44lRWFnaHBxyV*vqU$omT5nnSV97sTx3;h~LX zKJQ~Gug(~?eY=8CnFjd2*KXAkF-1m`7$}th#}3o(c+u`XtE-`Wy@=jT`tzNLB214@!8>1pVys3zu8lG1t_f0#kjYV-*g@~5 z7YZ741|0_W&L5!6Yops9sm$Ll?}~$sd}U#ds2p2$90a*?%1*|J1e03&o-eXX6KkFG zJbU@@kl=IL^<2O2#v;JIVn6=gf6jtjwGV1{yJ;bmwgLjjt&}sKgW20u&N=Lj>Kc8} z1eBn=N}5dn_LwN_(zn#dp}4xdCm9dkWbZQoQ1y65K(rkLOTJE@c$9{f4$on}UmLuaB-*g5*Z*Pw^PKWbgWXr9OA6tvw zrcFTZUPPBIQXAwJXUq|h7c2XPb`wX@B(bH~4Cih_2dea=UaWpTs{vg36i`<{_*fhs z_YR_ht+Yh1abP<%QTnpZM~x*CxxE9q!%N0pLGFfw91&95lxz9G*-oa`8>a-87gWNkAceD0Q!n=aLu^35d1A|2nEgce8}1V z{VcGd$KSn_ZuX#rhkWMCCiN0S#*UB!wi!-!)y z7gNaADh3dcn?e~Xv+^t=ia_MiNngGqU8f-(Sw1u z+oSb}c~|b5V#bSjTJdI(?bc5%X=iZ>p@AirhdF}5!Be%+P!UiYM>tA|)KYoYnWE2j zrrx;(BArv2+OfmqI54D7MiN-^FT37K$~@b24tNwsP~eoozoxu^!B{8v4dd!`le=vP zRaAtULge_=b0dDl_rwPznB?JF$0V`DqHf($TB$Ck*h=-Pci`g(zx!gc|s16J1m z7gxItqPr|A(x-KzMwu`(~f_e`UnAsZH{Cp02-f;txU@W5`5k z9^i9Q3A;d5B5;pI*<{TbbCz{bi&-vz`%Sidr`^T)Bx5D}>uqAbE4=nVMQq&y>9x{mAevq^=;x0o>2P<9*W=!;8=QZ;I@Cj@6ZIV)~4Yz zdA3mPv2NG|n(f80A1Tee>mm@>C@;A$mtcw(5Gh(YR}^|iGAfpVhu38+iWp5?3}ogK z)HiZ&JAMYglbKKu-vOR%n8txkX~IgX2T4Yp+q*Gc8tc*GBt_(^d^g)A@L+HmPwZFc zC+kkf-gH8_u$C@~>zYj1d$K~#J-wHV`}Q7T&u!x{+^1x6+Rfba?q+ST1j z+r0j!QXzw|0mYXQ(a{aNpojEzmIPN7ob&3HHp4Zs@50)d>zB=cs+DnPzKu{9x_2bP z#lk|t6FwKr@?IGW%a0#i_7zS(8Gy%+!7jl9>@9= zA9d;iBugR5ca!4FI#wg( zz=j0 zj&umW2b}#lq_Cm4W5AWNnxkgMn|;sW6gzfAe?YT_Kq|ly4{`({C1t7I*n2=T@Edjk zWknB2?c?54sp7JZ&G=k=ifHsvYA5MuD>Xccr{&m7XbL5Z@mcH2RO*@U_do^=_+IrN z6qyZe_oMGYV1y*t`~E_ENKr1(o|rS*H67TGzi3a$r0w3D3o)XU#M|}Ga0K)zQ09kkylaR;)uaYj_q2C!ZVZ8x7*pVd=G>ouo*qS_cZJgsL z(B;fNJvxm!XYLOY2pzc%awCuGv-_6bD*(-7moj;bBV<5AFISx?r22==6;P*UHuqEg z(#I!lY3bx7}@T~GvZ9E#l)sG6Z2;ytm{txr9Z{BEa`_2NLXb_>g zSI7EBa@h!id}99pLO$Q6r*}k7?-7ih(-iAr--6G{Nj-$K7`t}cprkT&&uR@Qo9HXo zskWV4-;1aSP_?!k*XKjWeF0>Zv~i`}TG8wBoEJC~|8Tt?`KY{swbC1<>tQD~z|j<& z^l@|jA&1`(-N&`Q!CA9?9*Y$5@;1W{OX(IM#O_&ubg%l8ZF*WZ*( z8pi$s9JIktcNto}GwJxdtXg0#hREbJ9lS0&HjMuBgAjNkE``!txp`#eD0$(WyI3iL zFyb$ni9V) zoSv%uMYeEyW*Ugv(cN20B48hCbjNO~DnZUh*epAXd z^QHr#<^7|#IHrEDFX&n4pH#KCTsxlorB&@L^_x7aFX2moms^CJS4}Z6g=*8shd#a7 z2YmZDFZKbbRwrsVs_Tv=l0;p2fW>|`l`iUQsXGyUP@QZjqRUuF>d<95hQ1ZfI!~fW z>Xqw3voKKY04`3Y6_a)aWj$bBqtj2_o(^YL%sk+E=?;S1k{I@a^7ygC%ikJy*nr7@ zf#(qP6L8>ieLk}0t$Bg5m<>~k!a_d?1MQ0GmU`6-lp;#qKeB<9NTHj7hJ29BRgX|& zr`^)eCl_$4T>=e}tv~F+0X`3K6P5f71ImOur>t%vouS4{4H+C~$fr+2e zz4I>T@eWcemR>ZO!to{^wpaN5u$xcRQV1WBur2dleoMh~lYz0L^H3Bxd`enC>_g0P za&K|Ue}cFa0BRsrf=j*80)gf5hvg7Wu+m} zh|zlZ=~3m!Q&;a`+(D7Ov|U>Q(x}TA6A`%9K)$tQO^Nx9RdTyF=~$)dDIRZYO+K~^T_)C1&l@NN;TeagTl($GuqMiZJisI?`}FjI?*IDpS4+jUpM%K$NIn4QAQT zzgS!~uJOaxAC(`!E$pzw!glSj#i5eK$EczG^4FKU!UP{JlN?sZq8=yb9s;Md__>2O zfd!e*TW_7h&k*+U&V{)6y$U95^IMnQUo!!yPJ83kgC z4i?_z7f9cUy`$ITWlJg-aj@Qa4%K? zPInN?S}nsYkONv!;47`7471Y!z*20!91p((x3~8ul*il654=a=YMX=uYBX#+TJLuc zQ49n!Mn2cV!E3va8=KhB*tDhqcQsp%D@^EaA{pw{wU}xdrrtY%(Xn(;{+R&kz&h}# zMJvH6eb2e1Pc1hB8avJ4kVv`@lT-5lN;tEQT0ZH$jUu2di7YOq5yd!#=rOj&~$Mu1EMI5P|`pgYq zm9Q495MoSa`n*L?F}L7at3NHSZGvU1Yk zg>x}~au4jR^m&TA9|^sv%Mg|DDNiKYLlOO*dT@CE3DeRm?zrS-U6Zy(*LPCglG`S9 zx^iami3`C3{Jno}RlQUW5`y!cBdf1N*|)=01bjp9(zoD|`+TA+XsJ#9##9%qzf=TZ z-Jyao5u<0Dec2uH5_7uIF58})B@7oyUlRb zVzNrVw0GiFz0L#MF%x z%9tu|5H^%1=zJjx)jv5lf`Sm>;g!>&`^~4XcVoT+KG}|b@N%*$41M_(3BMs=_Q`t< zD_j?w=IBcGSrSX-_&j2ZMKq?A{oejZD66(qs@^H@@#uVt=Rp@zOqVJ)kP^3*n1O(K!jAe!3Jw$CzrR}_~- zm|xZJuuc&*uJ3?W3Ht!Y(*P)WUciZ`l+17G3toB@R7;vlrkkvbJq=OORS*@;U>z(Q zHfBiFnpFDqy4>xU0S$`1^4l%Z#0?(-U#!BW&iUxRqv2Ctv=<3bEP^t9?)-h%uRJGk zJ6Ki#$S}*V9=oq%V=-azabm8WCJ;LUm?&eQO$5Xum|6W)Y->F31TOu8!N%PJI{l?V zp9~XZP_Yvw>Sq`zdVff^TG%L{`{gG=vVF0FK;`pq-Z1$EQtEO_+glcjnzlH`$SYN zDh9?8J4U}tk3|Ykct9r_3~P+CtCyZ&`kV1irEPH3LK&4fA*-Xf1s0qm0$K|WRWV5; z?l=u)UdwFt)))|RU)HGl`h;d9Jkf0>&rbK2c0-4PVwALB>c)yBq%^fQFi6c3bEXH5X?j9pP7dg2Rd7>MZ%_SR@E>}k)W30)* zjxB9g7V`;*szl35KLAwV7D)Pol5^`fdBqwjC!MnvWh;>A4*3%;)!_S_!Z1 zY#jGS?rYQ7xG^6^Q#0q@&Va)^%2RC7o*8~?lxW3st=DWnA_7ijESl_n~m? z9)zigW1zec@;JfP7Y>_CsDB}xD0QUA%boE3sy2dkIi{Y~TaOoQG-*>R$eyJNuS_}N zGO0dR#?y)YkrN@pJ|r}QnRhs;9HZ3-jxM){7n;0mt3PtVZs4xi3nbR;W_6(5ub637 z^?sIm)qbp4j^P9F=Q>S#oD67E71W;iegU6^gL>M-!2_AuTUf&VjuCGj+valaRsY|R z1P$8`9(B5@#P6-Poa5idHXqzQqCQu3fAW^aQ8pwxwDhT|T8-AX)CeK|sQi1f9)-G9 zF1c=>%#yCN>eRNmG(#`cwuptAoWXOXni;R(D8u*O?mP(}bA>w#xz8i8?0B%wKTgSA zS7Fu>$oEvlPh;;nc$#wY0@H1$IdNB?mI@YFTQx-dpKWI^wdC00v0l_$8DHhj}`b;7Qxd*;+|>m ziS9;%?dKzr^3c>j+SE9lpz9v%BgKjJZ~t|oB@zckQwq0k*D&+IKMhTwz4?dw0n^Bw z{1eMm4nBUD!AJ*88k>dW&foHw-^2@pG#Xc0<$NC=dz|RK9(JS3GpSb}jaC2Mx?m{f zmf>-{r;hI-1*Z3S-#qdkW*sbbGX9W_%1$p*FS3H=K)ZZ=^DeaO{g%`M8i*1FI4RJW zm1xy`6)ZO=*+K^}dfk3|#V&sE36_5Astj&t$yX4abWoHf`LG_XozJZDw@>SLY($U- z)*^XkDR7gFUP3VeF|UTf4{Ys|tbda=zw;%E!)2WCrlB+fVMjvgQ$Ez{Qi$=50}nq zxg;1on2ebhI<^CTJ`DNrFT*9zpp3@#i503)Zi0|Er4Zm$S)LH$9{8W1x`f7MGl8cB z9(2E7J4AP6Dl$+|*Js|#PyL6*4ww0&1hf#nlII^E{{8X0m$1kv>jTcl13W&Te{bML z>Z8Jh9PH-f$?M81IOvDKmDd9D`b25w7tDwL_nvyPMa&`S zIF$looNrqOpYJ9FjH&-|0sQ%pwYg!@?zdHi`T*H-s>8QW&61oL9nJRDdjJ(YeSH~@HUgN?RsRJ_G zse4Hu{`c#kjUTiLtA}K;juTL>x;^&h|G7D487gz|r-7Q82V6MoKamfAUiL$@QUS-t zy$R=6XGjAeWhnXa(HQst+#EWr(Vy#->3q8Fx(ex){_udMgRAoUSmi3;5e~nOIl{|?^P1|e|t`WkR9J5@kP`$ z^N#b+@6KRO@Z2&#M=xvp@7r5x#Z2_3ae1Bj;b{%GX^9KEB43c4YAzj+B$!msb$Zt*KIp#v{^0|S zPL1iO%HYqdj4I5a2oWb>Y~FejLcqlu^NXK^Zgwgmln=tRG@u-JYsP)p1Cz!j@W<@7 z|5yK$_j%8HiO&Gbx(vR-0wTZy2m-1SK8nHoPWD{^>r=J<`PC}`PX0jN(0iugI;DAU z&N<-6t%f`OBq9zUd7Ab+arqtlXn+g734De#$1Y-^mTDG6Abx>zg{4k+W## zo<2L<4)6-qdI$mmW`6z%_{q;$c>BMY8&5p6X#a`C;@hCWgW!-3Dve@(wo-}cy5kBF zhSVC)xM9Hx_D7@XZHwTm{z}Y00(?xEr zUVD`@?)HDqXHOQiXgq2H_aqcXM(|lj%s>tBP=;R-UT;I&0k0QmA!vax8?R43eUdxv zsL7fgb9A`p^goZ3lQ61w!`k}?1$~fV-z}=ZztawCXH06A1edGx=$(}H z1n}B2m)5(S0M=2AINjOz3w1dlDj?|&MadLkCmlqfb_&n}-{(WsQ@3RF>cpT*R#{==tmedK<{cs00yHISMsTW>tzHn;}sC5C2Trz18Ga_z=|B#PqmI zZ_$ycbCeT;MrmIrn?+S>=Fy|b9XnU9yXJH)wtt?pLU+)j!|mZFa9r?^$W*!Cc79ON zLVvcR>;zD}(O2qxO$uZFP;xs@V=*l@Sp}NBFmNw5`0UvjA0hTDwdB-7(I7gOpcfAS z9ha74f21^k&_hx3V<`F%k%#6U6rJh|5vxCdoGHw15;U9FHFtmcSaz!re;>1-Avqt; zC>tsUNcIZTa66sr3z5t;YuC@-NzwDwlICk-DWQNIx~{z|e{PRexEMU}5sT>j5 z$h7EAOxrcCy_=ME-J{guQ)|;S*tHasyRYH34PRg9IZUna?Xkn+#%r&tldDE6h)^KF zrqv*?H-(4%JPi2BKFXefiFJiOS(L?H#RF=$O;`G0OC5~q^$0<-0$?~v`do~P{Q;eIo=JrJDB1xx$F-Nz?QL+G zE=v>99{MAUny_8T?(H2N|2wC_lM2aRpeLaPl+}NP>gIcrfjEGdYknbYSS#5@M**&~i6-tVG6e@6?nDv;!6FG!nDJfKKKGKN-=KeXswQC zDQvI%pd-Rq)LHCnv9S&=Gh((9A%D%oS8VC#?|26=b2Bo5TM9vn_9!%msCSENwzEDK zJvj~oRG*XlV9((21Yqcs{CyRDpdg zpzD448VryWhu}an+G6DFq*LcC=UwbdBkCp0)(I*_d*ti7ssEuijasTY2(^UGGZcPP zWq0Ck&{!NkU8-&^VeCT^o79hr{$m@dY9f1gBT^B69t>mTD2mwBo|Y3>Rh3rhq4K(T zV+fTeAOUc)LnV%0+U&G;C|gYL^uC=uLM=b^qz336kc>xzkP_`jzm`9fIBvn}aTz^~ z&eRBq>a=F86>hsLtaE;C`1o*G@(^oJm6m86A-I$Ej6UOqkZI+32xm_Y=GyfPrdjl; zJFyQ-ZER4{mpEDLtbsPQlfzQ$wG9C>XF!Fmj+Bk);QoHsGQsIu$LUMJbn9Nb7p!`= zEb^-4M!#?Dx;&N5W9}ak%vst%;mDt4Qrg@)D#-il&qF{vkGObQ)QEb3X*i#{kK?JD zRYz<~(eamf6%TEP)JKF_+~ju*NPAOnWsUnbx@b|>-Ochn%(v@$^`?W0x})(1`H}Gt z=wa+qRrg@4i^oAe(PV)H<8#oyPfzp}!hJ>)HsUJe%@p?4SQ9^=bZTB@D~Whbs>755t5V#3Y5ULO zbATIUi3~aU@M6H^{V!G6`|8IRRzFlzIgtAZX;bbSN| zbT{8=0Kia->zCeDR`I`ksf?uT6U%UXo514Bp_)wLESgS0re>D(@ttxfQyk^hUSgXy zPzRb^X+$-O6GbQ>%!!Km9F3&!xwP4F6ygEo!YB&pBpS+-{>%$3hL#p?nq%k-jtj9A z{qMkr$SNuti|H!L`31yYkZ0HqWg19mb>zs$kEn?33QqQ%4X7UH^%&as5O&ZC-@9Fsu)&9G-yhtVcZLz zB+`#y&nAq44%H($L0e0umF-3*3mzk529~-)W1;wVtDc;&4!v#x=tyn`8OrLNeDm-$ zcd71W4Q7xNm)2ZB!U5AP2caJ0erN0EpUaEEkYa2ZWxsQ{Ns{8jSi)=kqwU_bFqoab zV!tOJC$p^U6e=KR-OuPvic@zO|GPRo`3~Me=d&AaVA5yNTv6wL$x^CdI_%!-UY877Q`I^yR!C}1Ra5C>Kw2Z19$ZRp0C^#zqpe_oByqo%je*Uq z!9Ln1!BN6%;+gBG+zAzVP%_Io5Vu32d|u$#aT54m{Lw-A?}l4U4W*!JN69@H6MfSC zKtC#OOM8rY^@G_47|x#m_;lFT#~RU%vmhcM$cWO36A3<`G17+CN=YiM z2ba9y9Ti?2IRvWun;F&%arrpmVlM$f7v}ojVz=%C|MUM&Iyl+_@ew;FS-`8s=f#SQ z2DnTH;@|*-Iyd<0^;Dj~Bb7rZl%eQ?`eWg>)nnYN>M6!j44ORzRF?&ldi(ZP446LYwVqs=|!)tSvBq<)8no zdxh>t6HBK*t^q^0SQb05H?2-=?0|_lip&M*x-Ip*IPWCcS}l8URGt60(ZS#ep;c z4P3W9J{S;BR%}~hF{!MNY3@Rmd3HY?RdzU+)H7h6lMClr?C=t3Az6WAE?z{ z;1wpPx&KbqQoT!ZOl47OHDkHFF$08bSXTZ>nN*^Bmx=d^*e$#p4Wp5>m2jJp zHan@AKf3nXQ$44QA@je}(`Uia!L|=}7pGXa}6=dz{-$ z-2VH8fe<7XG&jUVGET$#pWpiHm!~pAy5NB<3)cTd8jgVUdMF}(_UgYPYdQuQ@4!;E zY2tWOZ9C)C6yL1m~Zm4gGfQY*MQifU&fX)+@U)7f}RvGJPw)Ey1r>vH9Aq6@&*xyYD0^)Aj2rO!`DltD_}> z$$Lz4|DF8Si<-BkhDs!SA4qymUtcE>P@H7_bvc7@h#{dlC^b|0&Z?fKlIWSwJmb=Z zPcoRzf%gv7J9NwPw3xhM?6fD=rYow}88ES_&7L~NF9?-i;Az{n&(As9gW|MiV8rR3 zouSxUKrHSF!msl})tR~a02RrvLs$E@H6HT3V-EcCyg#4lcH1G0l()59HS;_8K%#R8 zXe<^gPXIfe?(5pfLJn(A@}QAZB-4sQZ3U087SJ(R<2|JL`(dy4%jeFOK@}W9ib-}I ztkkS(9pIsUrvq}2n?^jAqmqGf6gIhkCEs%`bN<}6;2Ho9flMTl8IhWJe+KkuFKna< z%P3GV_>!5ON3{_>bM{-mwUy~m?y4nyR;$8YOnq{G_-Z>cQRLodhEE zeEIoX&MyrH7)W(_GcZroYlA>jLlYFjJ@Dl@2%9D0MHzH@b>`V2>paSyFGVyG*lN*b zc@rl$MV7uCY!?k6mDYHs&Q$W_!4d2HYS$o8qy+Z3UVWQ`{StkPXibNnQ9y}_BL22G z00JR!s6S0eNyU>g9iru07O-)9XBd0=6!46DbKf~=kJd1Wgj6(sy=-dH_P9YpYY@Q{ z*M8}T%hN$*Q};`rFEVYv^&*W$xeo?rft^rLD=BwWX<2;9K0wv^_kaX)-}I^yP&M4*Rwq6Ibl zFz0tb2KPa#%?_{G%a}BCTdjMVoayhhYq6JcpIsVs0v#f*A7jw00icz7^4IgOyz&B) zuv+Gx>>z0YNJeav0A*D<-pp9*`g2t$I6K>ciDi<>cu6sM$FdmVr!Z*pO9>%}l!wm^ zPS*;kaZ&g_)|&{IRY;o)3u`;hy~4}C<->r3wQKSCBB9DQTH9Ww&$m(AX4G`SEX|dH zeh;QZwv5MC1}v$guOM+mu3s)HOi{lPUcUb;JsJd?17EIwK99r%21rjn$}6_|KI5*1 z5K6SKDxOn)^?SbPrRQy-zF=H zC`=NPjli4Qb|UmhdX>CHjWEuVL6ChEgM*dIL!z9)%|fWc0KQHJoWY;rju1@M&8;|a z_{RKP7ipsqZy~_^0Bw-xfY~)9axZET|KGf-_%3&FBBr5}(IAQu7wYFHCxZT}-fGMt z75_h0cDB*{>u@#z=aStLU)~nzqhZcKpkjKe2>V$fH+c_U`v!3)JT#2FhRZ5R*d4XB zGzZX^bV6P6W%;R@!ok1!RO=>n_N;i5fN@>-Mxc0M4d#NRuB6tB%{mLhxl)fK_uv1) z+!FxZL0xs7(Xj{aAD&1eJAt?Acixz!EyKg3@~HA~6*PjKK30BQ19Z6XYf`xe11~e2a(!WtZV7v3&;sm%r6}m71V0-0;5IbzZ&OXMGW8@#C{^dK-t5V)I_isR>l%q zTV;wfT%elg}S7l8Q2e2=+9@H3^K`2z=rF38+zG zX+6o`6}GDAla7A5KYe`+ib!RAO?9+JwVX428HJ zlwcurPEtH(WWD^KYK1Y8;=%g@+f#MVVXh82JmJbTuAw}FDwkL3lRI?>SZK4z@4kW7 z2E5QTYRNUHk7+?=RJe3fU({IXb7N8Qs0XR2X<(#d6>uNzdvWv!7C$4%u%3~xt`+6^ zbFGR05)X`Oem0tcmF)fm@ipt(4F#Uz*zea%7hEpyu?$=%XoWr1?BTmI=#8xx z3^WDtzcdASFP;BPc+wCb$U=@v1w*=j3>ENb_u*Fou>)M&ofvg zB>k-dh(sq|M(=WsT{p%$1U18xw53Z7$DNkbAybwHid+ZHNW+ zHdyJ{^p)tEKIWN#=fG(;GOeom%xRFiqC>;P5{ZipelmUyAPH;do>;=0q9|YQWDE=h zuzXbC5{&h_7f&ya9zjUYXD^XKDQr|Z@dJnf5-YY{twQ6-HDK;|kT2bgME{=FW0mnI zz^ea7;4~}+-;NtEv2vF^wa~l^UA}fW7H2uj5nXWd7BLJZNajGh_S?^^1+npVA_+_*Pk{b<)2q>t9)sraE#D!qxDuG1_N|{!O5A_0!^J z2hMfA08a1TCGI5?Q+ljMjfz(_u}RAZ|E5rN zpJ6*GLSlh`Q>d)5=Fp-VK3``x4XBhsOyAKLL#d0i1s--WIYYS{Ozldz%V?o~vw-fm zufEPb4Z%1;N2TAo2CAdghh8u$I9w9XRt z7F|XZy*=vBrfS|X!=njE320#6NPY+`(KG@aQFT<-By~=IhVzR(Au$vjFt-5ZL#snT zMRfrMu~nGVsnML9f!?nkhr;acgPe>gQZ`U4_cSypSd4|wIxSJQu(o6L@1D^fA0yM_ zKe59Q0C4LTz`qv2>~R_+Z}gJ~w6=WVGz-Za2H~X{Fu5DVpOY9yL(4i)B@vH64JgCi zt_dQ>Cs4$yl>PbXu~UCCYfsV&Ky_yNV#Gf!aI>~L&Q23;)OVPuvVi2BEFjQhz3yY5>9)N427W;H;Vza<~n zmk2c6a23?MM%PV48JPA7cL}<58^D0r`11RddZ*1$hJZXWvX)e7aNJAItn6l$9Ew@U z<{qWQbIso19dWslu9>P<|RLoM&-dDMdf1OyBHgu6MetGaQvw$x4 zC;SjqBG(1=lM{b1I;v(X2M@^C*bb+)b*DQ20~@sysmL*iP}d`IfK;7D7tW#qbV~5gJYY;0^iGh-NVCIKmA&OJkf3b(sFW1cw4O>V8c?WQsy;Eod8)y z%E@@P35?qNUofSQg5XG1pN;0fw<-+96-%E75yLIyy9sC#Pq-K`pFTEK;v#3$&rd8B z)+z7@J(h0xR%eCk=>u=oOr0#g0;5Tb?iVq8GZ^PxuvVoPn5EN;`O^YcpGi@HJG$KPlis`LM%ViwBaKn;&;pM(y(i}c5LxjxI3Isu)&9mp!NdFTXf zsel)&jKEje`A4fkm}Jkr$!bOY2w)pZ5w!5vl-O06>^KGhhWdBV8>cEvD{(Xz!qktG zPU#gdN#hAkHWXRnEdIr|I(Gg`+~%$j-|v`RgN;%$0kmrn*-T+%TIb;E7XV&AE584% z_T>V(p27&T3d6v&-;#r0{|SMHJYfq*jz$nhUf2xa)+Qk6Fno)swzw#;-PF%;gttf1 zt4;!^&b)>HlhRTy5fG^81sX=9LUF`JtUop;Op#$=VLaEjWM2U>;tidFdf8oFWGCs9hG5c5y;f=D`ZUhSYcc_gPA|!4aMAUo(lKN*B9ckRU}hU`+nxkc3$UNLkT>N;>F7>f`~ z%nIdQ(coc3mp^;Wr=6Oclz0P;NZ3K8DLFC@U3DMeyqv3PhYvpbev%_~%3oGoa`*@4 z4wo@R!zzzjEK;%qbO%|M(8lY|(15EMqIt~%*`MD2eJTLqVeCbs2P~*g>R+8wA_dB| ztq9(Va1*hAu@xahkS^lzg4y}(KRzFnSjI~Ji6M()2qvK?-~dWo z9bbK~t59|EKzShzRz{NBbBXcJjP7K=#lXN zGZATo9Ox@1A?@ENOkHHJQ7{+Q_K!!ruuju;zEK#Y!*s{+M%Xe}!)%awn`PQX_IG@$ z>+2T;XMj!X^`|Ffx$SLRepRAUH+R-fl3%CMr zO`rI z!Q~3dzV17}JV?6*^vbniS*jTwDNK@3(~vmCM`yS?%*8NnvEGSV3? z5JdXb@=pBDS))5LX{-eCLFFodUk*o<>6^e(Fa|mcbj>3LA_W~Kn7gxbKw*4s$k$-O zik7YGyNC=S0^ke25^*h~BZGNTzFBFJSgx$2_5{w%q&zC|MeMDhQtcyK+!x@i;ALF1 zNKW#00yf}fF2q9nrM$R5=i&$A*NUtI!Eb}REcXEU+N`G~X+T~Gh?4=!D&TB6Z25eq z`PNt>auvHHvC_LrCUF}m@ky7JvKm2ny*Ns%gM~LhV~Bfkfu1jlCeM2T+YZ%JK}QvL zzBEzziBxA5UyQh)+Ik4UUIL?7FG=8W#)!pmY<6J&hr4uy@0iwtzZFaNv;iweu~iSr z0`*?*Gh)|(c)=lJ-StpX&BXh~u#&8a7errU2^rf~*zxd^)8LFrj4UwkE}lSAJk)!S zK~}j6D?31qstiHE;LLvkgB^I;fXGpd(rtW|Z8iKF7u9|QtQ1CB0VB01)NCizpO3=f zFHPmIqq!5X*?lRpR!FcI_U#hJ%fHcGTll%n^_|;7<+9=>w#cvc-I2tC(*FAe^kN`B zd=SKk=YsffSWrH_QZzbSc!AQ8i#!!%Z+=ivhK)?K$mg{6pM2?l9!wdg{T1aefwY#Bu$ zu*C@Js?q@kX^t|J-K6lqPMc zTOFV09bVh|>UBNGJ@=pmIehRya@Z%=ee1w4Z~M@6*u(tLuTH=^p?&YBptnjVaTuQB zkaA|Ac(7Zbr97U&LW57ew(A{_KA6^*0ADDYeZ;*E-XRRX>~0d8KL z$;JLhL(xN@F;HqiPXf5GWupHB~ zcZom{HA&1(s5S*mlkGv)UlG8GP7r9IwC?y2pQSR$R2U5%&e$W4l!N-m6W6+-L$k0Pwp5ih8z0>B|UjOOGMDNdZ?wd=z;R|iZa6pp>ImlgRE⪚_ zRdv65dOQM4dZ^~6RNWdq``xyr_r!FUg|uk%15S$Fxkb*|_h|Wfjnl}fQbzrnK%_tF zYO*QrQdsQaT0Ys{pkU%rj{J@4v1_3lob&}UFVn`0f?^ZPvs!OzS*RZid(nCBV26QC zw)12&nc=y{%nCuP^=}DeMNH>?!?VW{9G*PPj_jmYchtFAC&qxinZDlLHWY9#2(E2L9nDrO+Zk5yb$C zNX1Dmqb|@#KqAI9li6%*(uyg6wFSeNRg=oGV6<}!xng?cg_^4{S2=GLu$!pFXS!T! zG4!P0q2kLo?YEnw{-cX2hA*!VR(eGbMvlUg4*PJrDUvq6v|=yeUUJ5K8(U6)KFv%Q zs;3mN}w*b5vM1FsTz#x291T>i)gwB=Ep?wErx_nv$L|6^)hBiPV>u0 zD`Cd|85*0)dN(|m^no4nEYgbKo#~Qm0W(nT(_3hpvV+H5uj~0jl7+Wn|zS~bu{ z93r{KmAYc-qniuUXj}af^ao#@bjVKze|AkH%awJ!e!g?41*QI8qfX@sg?x?~v*nC% zi*LK^O(!*+KTBuYMlu~i+whM@z8zH#W@kjE`BjOw8;vT-ktoWM9B4dv=A~;|X!|Oz z=e4FTe$_#JpH}dWXU*qIOS}at&a0BKtOJcpaq)E0ln!#~AXp?4a`{hi7apH#c zJjI*h^CcVK5Z;L3?0%)`Mz5c}6RQOvf+W|M$qt?Qn1X}HF+2wOvMy68om<=PXPm?A z&U(hLa^G0nNc{2mYB#@*yx+mLO$)gWW(?MI6Tyb=b`n%TtDwny$Dn_VotJf5u3`9d zF>`zoGKJAy91oVxY*OH2BpEza;Yz`;63$b>0+LtMxeuK__2<`=au#yf3vE1iwfNWb z5gw6nRvaeD#X1}g#GDKN_5Xz58X_5Z=W<)9s_t9T{E6lod;0`k(*RDXA_<--_eA9s z=LNy2HMMGdc8$}1UXzH4w(Yt=q2?@AOSGr!qcYmzCc7hRAu`T~Vd#0{TYo{gJew!T3yqFWZ5g-wiEep9w4ON*SC z5j-no$&F+t%E1aHl6{gH=nD)z{^xW4d=$}yYwp+xim^E2>i&H*VB-<%MoSd4jbs}g ze;QVmthO%9O|A6|Kd;ZXUhr*Yekrr-?{H6F>Mt_eF%f6?K$?H3gQ3o{jJt)2Bu^>e zf*5M!sTG2pvhQ-~OUC0dS6?J5k$FHYgg=@Sytb82@BH?6@^29!&zPVZ0h1hUMdq6! zUhZ=tlvE1x$}~e~Z%YIIC7Z-CryxAq!J}5+z=%cU9fG)d(IX@xCtC6JTyB%r9 z(#d75W{Dm;)}MX&rod@AZxpr$z|n0u*KO8=23y={u`+FQg!E7~AjFy>9NAve9K~*E z)*Q)BXU<{Iuqperp4tMlx+$+n!gZHr-eOiDTI}+|QISXOU<#XXrTui;ECU@McH)yf zEQMga;Irivm%2>+aQE@bhVN>>D*|p5BAQmsEF?KIhnG(5veD7&=gG3)ff88Rv-pi+ zG4!KI5YcH$Dymif8&y5>UCSwq&S%~kJU4hRzquthaNtv}G7)%MCi%XJq?!oq91Kw+ zvWn7DKAO{{AWFD)xyR)1K>*~v#aUC}C;Z6L1Xxy6AiGk0tX9yO(~1UD_ypVh7cj}Y zUY`zerr_Sw%3NUms!+lx2k|J+W=P(D6e6hmpq~HX?aCF&=!|D zIPV71nKR^1a&O@71>HLyuQ|zhuFXG0dXxFUo6JFeJAYJda%^oHf5|MPC#eww_35k2 zfrs6H)=fatqP%t-LQ@}|mvXaN2V#yNbm&}}n*OGu^Xp7gJ)?u>(ZxusexyZU+~Mn< zkEQwiB)y~9n#TX}*f8oicJ}7VQHt>6hDX?+3HeC(FF7wL7HS5!7NZJKV%UK5c?}Bj z;%CZ4UbXXHeLjGo)-OR}bY6{ptaP@d_^vgaQ<;l9mC_rTKIWNB<4H6{aRv2;n*TBk z_ba5yisN*@!5WX-cy0zPnCH4z#uNt|sw$xSN^v8OM&3f+LCM7$ka0_9vt$iWn2cWbqwxFWtYAR8X2Th$PHhUsTzf|MMh#PbkZ|uZ@46?R_EezRGQGK2(g; zSdF|X-r+<_muFtn?vJsM`>>G68lULFN^y9Cz2M-x0MaC4A|TEkl)7gE(j$k)W4^BW z1q8{$rZ357nmXde9ZywXLx_bf8flBnaJqF81AEZEsWdi-A%UM?S|o)68SZXoF$Qv0 zMLDrIFJ7LQEsdzHq4(a)P9~jen{oljgQhv_|1HRq^%Tv6DGaqxB46m_5u=F;(dlT8VP68R zvm?AB0vu|GO;vECWq2s(RbSS#Hf81 zd3n98#Ce0I^h7PB1(UhMZSV6JIazOT>A!Tk?3^F9CtVF`0z(kZHwmDvid8gPLCxZwX?vdzqm(z)4Uzj1{-p$_OqN{1&o~aAyPhj zR5XfpmNbIaPe&>U*0MT0dsp`U*-^F?Bl&vVWp;Br(%S1WW@}P%p0U%XrPg&!osPHY zH8mXPQ!|kScJEgRMcLwMqNjla>jsL%6>S^6`v#Jp%htT{A;Ris$qBs3TjVER%*P_n zA>}nIiia5N1}2&!1RRzHcr$CS_#wpknSPboH!0}zUk3E^#4l|XJx$9(7Y~?!|M>J< zNTVmeE=sAOLE~3}t$ultlEEtri>*Awce{&e%3H9Q`kx5S&Bu(*$0Ek*ubG(dE12ih zBGs`go9r{-vUY4M2W2o*+P4w^NIrmy)#R~#bIgj;Hesw{)Pzjk4e~zz^Wwqb)M`ack8rf|rVqRzFhn?N0Df-I>*k zjJ+ZDu#c%W*KYfDajcZ?evTAIU(^2^UL3lsxW(q&Wzm;B7P zFX##oUeBMu@gY_2y7?MY=t3)-p5L^)zv-`&`QJZX<-k71DK9(aD}+g^vM342BQqcB zzWnbEj2+EoWZj~(54vQ9NBrz1Sn&fMJ=6Xk_+K9oDwje#fE4WoytXyvse#QnZVi5F zuat7tgs^}60zzvbcat;N0c03q_Hsy1S_B5|oc^!DIISZ?BED+A3nKW3kSO25KgZth z*D3|2X^U*ZM)!-QXQ zq^Dv{xvQEOj4Q#0HzXejI`-8E`GrUSd!wfgQLFOV<2e5JH3=QHA8RlaN-Z$_@14|r z(~=_}{w94e`|jUMP}UE z)+)Xsg`tWT_J*kFS$5lfzO)hl7+%4&v%FEA>~4|jOKr#4d`HGE{=7K*M3zxTc_UpE zO)oW+#6Jody~zx(S)L2-^QddEgOlHdC*|K)Ay-Z!{th@;G`SAL<%?hwyazXBDIoar3317;58-o}OT_zQ8y^*@-k84gdNXF~ znl5?2+zy7AR#nx6Jf!;~PyK;K(ltCJN0@W7pF!xtYL$exvM8Z#%gN5JE1%S|LJ+lwb=(?GX6WciRLi zTotbqU`XEZMbaX=1bf?WK)jPM6rN`DUH?QmySDKt2Kcb)=@Z}0(o|4`Fq0MQir|R$1VVT;+lX zn$oA8Y1yAMuq5a!f##m7N5H&%foass@4zRj1XXkZ%|qppfAT0|i8Oc~DD%#lemjLc zCs8TO5mgWdW7S0{M>37;wCl9$Na%D_5?lvwpz=-CTj|!89qi%7AJc#E_3c!m@n`sS zZZc#;LAX0>5d((0Qt^-M{DG+aSj~M31`oKtPl73$5cMf+!7&HsQ8+vU0$sovEnyMJ z(=)bF(3ygd#K(WQ$e;VV3_>c2ELIovM<Bm#ja zS04c>eSxsk#x=3>V4Eb#6~GoE3^FY!-v@#8y_%5@fZ+ z7fvP_PXGNx$vNQ@&11q?qPmvf;~rLn1C!uHc17K!W-lSv7zB)#-SnOTp)px_s~wSd zgqvapHVHQfv0gsW5Rk})bVC{w(&5~bk`pmMxMM0R51s~bAfqHcOh)`@W_C=bVwo;3 z7=PA;77QN*Y{1`+?Yq*erVwf6!a>1VsU3?qg4n}7U9<^V!{b(`|`!BD!k8Yoz}bWHVoUs zug=N-+>Y_Jp5hKr*aJJ6ErX~e&Dx`h2R9$v!N{+P7n~b;4W|>hLfHK(?Rp9x^8|lw zvo5=%=V_ubo7uSw1n>s_dzkk1aJudY6v?RnPv6u-kD_F!*PIn~hu|R>_{>6fcMrZ_ z0;k3gMV!HUnbXXJvo^0if9a@_vZ=)rm?D7dIVFHOjV-1<;int8A}IEZiW)& zuo8rlT}JAiScu?-Ow0TOUF%A%w45RoIgkpO_jdfC`qB*PlK9?bwU7br*Zw%kY5MXHPbc%fs2~g&&ISc1 z6!ZVH_3~(UHs+Z13fwC`E5>sfJDmS&sp@j%#&0IBP5r&Rr(;v(hC&2f^z!~I+o1BJ zI;1y%53HK~txOUA=phT4s(BkxV%%TBHB`=%df@ccnUAXlm8bjOKxZ_Z;fM($P{}P) zQIRkCa8^OJHp7Vn%FQNZ{dDn~&;H)nywndzbAzK;54?ZOr-)deroV;P$nrYPL4a&r zOj;75-iZ*7hEcC%8O#8N?jI`jexENOQY*+u%-*;$0P3Y8+#PiR!m+xB`mb_meOfs)4upe!3J=mU>#A(vp zO2=N4$)#stcW-%iOx%^5?W~Yy7{A=HZdhUb_D=6}qk&&;Td*=1v1rTCxjlvFV)+Td z#HWxpM4i8fpqjX@*9@6%^JM5#I@YHp7Vm#{R=Fh3n>ySjE*LZckG3Qp(ZO;o%@)1+cJe+XQ5|}YVI0?&2-bFZOsy*SyUG9i zEXwjZijd;QFaAKP!dWk@egcx(S)ff+_%tpzPQYXPls?(fZAB(7oTOIr`TAlSfemx9C$OHL zz%1i*MNDtE&zb$)xu%S7Ji;yD79ya7OiP2rLE5nAbovF}7kYW>(FMogfSOe9U%g1v zpQy6u_T^s|fY0s$fZ*Shc3f&hmlyn?enFp?Vyi13vn^4gYwLF9@4K2OObFMsY9KYm zf8{&4Va)X(gF^e-BMYi87r-Wz@(}W(+7xpsF>k|^rr|L!9vmXK1dJo`5P$cMOaM6S zLdjseBFQXzd+bgh#+GQH(B+q2SX_DlF{rz5=jjSE*3q44WMYLq=^Rr)89!2yuP#nS zQ@@KK!dtvL+Ac5K+U|x4^|2ruogK)*6c1y682Wyhb?DSFjmi=o4$J!R57D7H9Y$D$Y)g2>#;m{WyX99 z-4sb9{_TfuDUJOU&BDaBoVB=)Sm_Qx^&SWCRDXdkXUGzQ0m(8^+}L!qyO8X~85%>8 ziT+0cE#iz@Ee@q0#NA(FMwWvWd}@7U8#Z#XvR$n?Ws;%1a&&xOe2?Rx+LtHiLQyP~ z5=n-f-OsqWxua*U{m;F5N=G!9(vFFOXkanm$ie3~F5TgbHFq@cPw*u~VNk`m{L6$x z#m^Dx3o*v(mt(ia<%B1?p-{%JZiy9JuVV)7WUXUM6iy)o{!Q) z?u(xXeP)46Tp5KY@DJ=i5$RWMjabnJRn#{FKfcDK5m;1`2_a^3ix3K zc0M{|)hy8!FOWC2oaM)jsy$YerIpQ(Qgmk$Vj^I=bR|%68g>YYoGPIFN*Ics*4_5G zxb=V)D#IE2$M#nrI)u@iAMjko~lRh|g4QgAFkZg>_!O6PY;7$s}S zi+O-F9wg_x?7g|TaQGP07#wqS#^{GJ?7P)XWx?yJ*hME_U0;=%>b=#rmr*j(Za3dm zPlWSDijfC3lu;{*{tF8WT`;GKJRI4HOG&j~7>$M6NR`I4;2s((^X$?G? z+8gtCiJL$pP5HVjl z^Ta>B?gKIdmP0UF+-qRX6ysOajeF^M&0xgh;+ib10kM8c(O>_AeUNNFQopY?Gp58) zwZ?uZ&F+asaYvbH-e2VbgnMjo)WjfT)J$h?Vbxdb@6Z43GYQXlmWSC$d*|S}>i_-C zaT0QP@O#i11pM#s(h~95tGT*r{rj+xBjNpr2uFNO;5BP~D`{}z)!TkUaXoC}V^*>f zIh`xDotRSGC9JB`H`$VLKeAI-h1KdE=X280FrhhavkYfTSI938 z_laN-*33!pNaWKk++1j#mT;bET$kSZ8n69LU$NtNR1`4PZwW9d!oo9VG);?DpdyXg zDr-n+wyXND>yRaPh}3aT_vU_HoG7-CNHhYxvd<8gOO<&>_4{fL(!teactxJ~Xl%TZNC_anmb&E7Tv$=H!wS~s zjvP&M%2UVCN#HcjTXQBv{>vx*YW?N_QR*2kZ}cy*6p zpOpUW`{n>OGRfE?5@yuJL_?eyl{)x2<)g8aN-~=kEq^oWYe2DGOXP`3*n??3IMGbj zc5br7ey}7e{477y=5Zl+8jDupA3>%H69kmU3ajQX z8YXQvEUo=8q#_74o6u-gf@AjmqCV!?>&Lt4_k8`;1b>S|tgZ5S4fX{vFW&~jw?*k3s)q`MN%lxvEOUdC=b?BCzEj{!#dLs;(B zo(VQ|{jayLeau!kEw8vewr(Hb4TZ=>HY^xIE2JRh=4M|Kak@1Em8Gf&>yR@cWbifg zwiAHJQc9G)2i`6|AU^H{feh@uqm)XiIyE}vH{C&S7_fea(&4@K%6{YO%j;qgCfsb+!{Su~xvE;A`7vuKIXMT?+ce{moFu(Jt>g-ZuNwk73sZ;>-LCHQIl?)QXY zSdT_hvH1js)~oGl=Uci%(pO&;duK(*{Omq>W-FhF**z(#BPNX)23PG2+Pj9bJ|fAVs%H6hICbIiE@__BtYa{$RQ2;Hv9ratvlHyL z8>D!_x~Y)wog|#I$c-NKX*P#I%qti(=f@IgBrAbO7s=YKJJM_u3DFaj{Rk9s9g8ZM z%s=C}TZHN;v^Q*w@6nn_Kmu94O{>{7`vnH_pd%E0TzkIPU*9(W+1`LR%0Kdg-e4>h zjDd2TTNOfO2B97=GW-X2aw=Zwlv8olg6;MNxhxl2)FQ(|Ore?-$9{2oe~E0H)L772 zN>^&Ub^XNg*)1B+pJy`rW3-jnYmwG9RJtmLS1hKi!jF?a1&U|6x(5te7XgMHiMN;r z=br_I8Grrf-+@t0ON6mgd$6WIpNw(OXagh(?=V;}xDtj|uYQRZJurN@=;Bj8VEOqS zB6Yl^Pi-uK1pSkMW2IPT>F~7*~|^Dm{BX zcmf*`?-AD$Y)||6=rEZxn65D1?SwBPiy&9@+5VOHtKB*%S*G|b_G?B_nKqP`K{Fx* zv!9YrAU8Qf9}k+CKORYr-3Sn_hOthnQg7yDt1rF`0`yNvyRr@)%;=d=9Q!unYPl`)omI1)fRsEVfQp*D(=Zw`R-b)bN zf5mkVh0J&8xv6+w0CRfpC-%_O9*Z0M@HnvFIcFOQo3ZaMXnIAQxt7LZv z()>VbYTTx&N3>}8?puKyqW;>K9=VS;x6XJR+stUt>+0flV{)W zx4dgaT-;Rd8YPbk-|^mp(S%n0Gb*IQh;W-|aT4;}`Iva0mWS-hn$ISZK(!6>yj=V> zgoT0=g&6n0wKeyrh2m0;be zf;APxfqlArF&PNIru0yv6QiT8281V3vb5-JY*u<2# zZa)ojjv1#2wP=hXk%jyysy`M`4TC~kj}j>D_{d{3Uv*joP1-MOeSWap2bSJ=Kinms zdb}HAYm4bJ^~A4N&~9x0a{=sob=#7bC*xKqM=m&@mof3E8l*6OKWQ&Zm_D#!qnK7fN?RC8^_4tzhkpuVpjBV~5o z;mWqBQh8}CL`Yw4>+73=d(X9FTX?0tj8(?hHqy)}T42-kPE`$8nVt)0{T38Q zCT}XQ!{e4UmWmhEd}A!rdDyL#_oIS`Z#)^bRk*WJ`tDri*rCZMt4712p0?$et&$FY zx(G2?ej&ESq>4|)9k$EP#2=e(Sc;qJtn@w)L!eHZNS~418kORXGiG`zGXA#gg9kwl zO4Np*N)913DinX$j^_{A2Q(Iq-lHo&7$XXHjL&sCWc8sG{CsJ#>PW3a{IAC{=yM1^?CNU)8d14|{zzsxA3DjDZ&7)+uoR5uduj@ZSV+ z^$gaC$6n(75$?V857LA89!d{{bNAFAE|aNJD8^sC_*ckErFxjnV-KM}tn@Qp-b+6c zE%dbw^G=iGf0Oif@ied4^4XzDnkJZruHGXoF62DSU2NE(o?T@8Z&L&+S12d+s4u}| z7mYlU`otb)S2Je>0VOKF_YNAWuIZ9(>fZYnXH30j^2*JT=2<$&!!%N~TeIwkvPA#B zlG+=GNS7L#kFT;yy1Pm)yw<r+dT7N-}Cug>73t4eJ6Y?n&j~rdrHZV zbmB7)kFcE|LW(Pr6&SvJ5*%|97FEGwv+G`5FvGFwA8bnhGC@J_KDt?~Q2c0H_-OK# zFZ1I~ZticNMFBOV_{-Yl&Xr2O37HbAUht@4GJ$^-Icjt}HNouP=I7?xDIF|M-2cFb z!V%&~%pqlXK9k0XTa%hNF&g98527i4T-9_dB>Ivasc|9MEn*YaFdccr;FP+bs`Gsy z)dA{4hFR;6S(h1HKJodXusWeW|18LdL{KXR9dL}8f1E9c`RE&n%QoPwqfUz9F_0fs z;xAkZs)jB*gS7e)k$y4q8R~yV8mD6^9tO~h^Q%>3Ll>&%UfBkJxNs=%8{im)BAC^G z$456PIsV2+p)kIbe})f=!poyPsZnl!1e=ud9`kh0Gr2KK-{;ykL-UT;-(%#4WN8^w zA<2?*Jy)p23U~aD3?vLA)>L&oZ^43~zNCWH|3oA?k_j@zhY*2R0id`KU~Zz4p|Th^ z1-dOInjdo|RMtYQp(}W7EtrBGly=S z+<@Yt#6@CG78sx9C2;~5mR%^w@i)p>SbR+pJhx!zh0T$5Gz;JA1I4EFw8c?q`USrb znhzOAu=qK{NYa|dPEYs0ucI5GiXuxRtkA6bu`rxUx-k@Hsf4S{)1fM(N4-6cuoIIo+U72NDFTk{j2XN7AGwHHQZ>(M@|nR}De za_8~YtPw9|c?OzOTNv}Ha5@Ht#`hpxGv4P}@u}ISrHFddDk`X7^FOwX)}(*x#ftaP z&*wpV{1*R+-AHF(^ceR!+bW@C)6BmLyy8t4E}b)ACLlBP{h!CJ1r2h;cObl1C*j|b z0en8Ge4wMG&b7W6{rh319wVAip!{;{da9Cw(bqb@D+3RbLWxP-Y=)yPRBh2lk?vN; z%CtrHZLQolDr=TEyCzP&I-4ZU$SJUK#He+LaQYLuubYv>2gr27g|@#- zf^Wq2<)~2gL&RIp<}GwvMufa50WrsLV+_E4BU!K}_)Gs(cLqT;d2_h|KSL4DS3M9~ z$+H@^jW+1E?+SEqj|Cyl;@?%!Biv6GC#yqV2ojEI7rp~kR%sWCBFOz;O6 zKLv-l;ELDa&n4LPaUa-9vxj?|g@#Y*HYWMBAhVI_w7;u>0J%cPxy#HjRxp1!9!7DU zK^W%b5lA`LAm+Q3^{n3W#WOF($oNMq97ie3ncnAXsrj~6wA;@Lyc9*M2etFQ{Alu~ zT(V5i>=JmwA(;@BFc>@Nh-JaFTpNICJHZ-yQQZ5S762;HWyDr)@NE_R@EkMWGvdDp zP5f(W+kO+5D9L$jgGrI;yI*i>nS(7$4Z0@&)JId2%DPsLZ>AD~SM|dMZjQS>R_VXX z7gZW$I8GVGbNU4J%!5|aMyhu+`Kj|PR0WM6$2f^{%(xCg3?8(|n5+~fs6h_!yK_zqxTN6@N6Yw*x~ z5^RG<^YoQNEcGp6@ewrry@V|;ixAu_D|Zr#KB3Oj7cbH&)txO7>kbDf!}0bO=P8y% znjKfd&5uDU#qOmGNcY zsn88d?lWa!E|-K=mc4pxFpqm?8lFFf;I7bJuz)WDP1MDCGNhN${1}d$*&jlqtTH~8 zWr4L6_-e2VI8ZfII%5y%JL+Q0A6Z0OL8|1j3R&5st|yI=p)AguC;VHsBWV`CI#Tq( zyuKp1KtZi}VjCtKgYVRnC77@_Iln8bn+k`NQfQ|hb`Xbze3&0B{Q`#3+f;e5rhT}< z0?71>01hhcl!DY~SXS)v@&wW48sLGY+?z~A73y)TJh;!!G?Ll*BXlCzzO2{K-3O4N z7|Jc0U;%-k7r3FibsFZmRi|g#DLb(SXRNXsY5!phMu%La(j97Gb0rY%Q(=={F^3eR z18(TSX{GN1@-{R}2tGA1hQFk8ZYQYhDylCDv)V49Ce<&E)=FFLThtQ~e%W<5ZI6;O zoRANwXSO1`f;{%x3hD&w1QsxhG+qB-z&`a&1T=;CWbP;$d>sU`6UvdKyAVJ;v0Y#H z`a9(MOX~L-ugulvC@#UJ&R@TGe2yA_QByc7Q;^dq2z=l*=41}1^9A;=5Yl7_J3q24 zl9l^zVD1>$cLq0#BMe%Gqq?LO^!w=os{9 z8Q&w+J%2qa2hzw0X@%D(saWy{wrnDV$AXU>?jz#Auyr&z*ld6Axw4QY{*l@E*48QH zC8Ud#M>q#+mKsBI`LgE_pbXkihS1L!KFbiEqoL9o%IpcL6fRC%Ic1~%16oSqU{@F( z_0?94c(pyBmLwkr$Ihfjti@DAS2s8;BL1lle1fD#nw?JrVAxcIg*!w`hZMF5MGu8F zlzf_loXb*)$JpYW6gd=h*B+l4i_RjL#1#^@UZU~_mYI~CK>%%jP(Vj{Qq&1{QM?xR z_^#4xLz+LbdZJb$qoy5cjna;9Zk?uN*Jaat`YBRO-3tmnhn;HeOqshNVvK*CS&9UY z(F^{7Bldt|vz00y!ijZn{tORlPNvC~GSzMRVM2EP} z^?isA`m{omaY_ z;}GJ8*R$7gq%Y23Mt#<_m{pq3cW+H~DR)`JH_#L@2a(ktb7|}17Tag(-(acw&F-oy-PR)wbYQ^er7Fm}(w@%wXd?3g~wd~UrGQ4WFTBoR^86Q+g2mqzvLd!U+ zp9`j4Xq|6DFP*}(8`9?|VXvIdtzW`xiwnl9j^aL zwHJDEGE$`dTKq1no$>CEg%7;x+BfjO>WW$=!juR*G!|3?CgJ;V);$xrY#u>PLAP}_ zvgwG5lTWGeQT4-#lKJV&d3eL+ev6aTQvo3)eY9+qNEWh8&*ZYZUxxC_li6^iQKW~Y zu)0^^IwrcWpQWOzc4EhhTIrveiI$ikv!giPJ02o7<-PK7;zj=6u1CSRWx~s?U{(oq z5fr}ps=lTeLHKgo!ESf68%gJG*zeHiQE+tdQ3&WrU>naX&+8K$=cd0M=k@aO2GF7d zG;FLPG$2MVLM*oAL}0EE&PXO+F^a~MFikXCp;6$l`doZS_v~bpBcU17Oc|@O`V`K% zhe_$BlnR$yWSe`JX9{ z#}UgP6;kRhviM(Oa|b}zeV}%zF$PXi_zSQlN?66PT81{9`2{k| zV;>C8P+6g`AdVY$tjgI~ou=)*kKovP`q`q`1b7d5lr>6IYyIy#QP@sKyedlP5Mi;; zCX{k_ozjKXVt$^)A5}jQ!TRVp>nyJPt;FSH}+&7J>#^MLv^mMyOf+?(?ZV_@h3cC648eeKSZ7hGZj`sfm$ zRK429i0c`G7Z#ICm=bf@7L{I#c- z!o5kNero-3LwYCsznk3|Z&z-=a&ZbB*Ms)&kXmDv-AQcZzRMy!mD66Z!bh3tY}NIs z2Y=f;&&MRn4sYYY`OSITtw!SKvnE{@H!Axln{xFGSxR<3RbbFg_>Gl^XcDcLKn!~(*Knx<+C0x<>7no|J9N_VW!i>6He=zbTyNSA+?cQ zAGLm;cX__IdPOPFv6=n{gT;pse3ifJl~W=_iKkX6uB|e2)ETl!^{mkIQSi*|;Ip-# z=eUxMy?wtQusj*9#P&zYpC_1yqT}`cQ+woKM2atGo9gqr%Ku+?oJvG!HR?~ji1@G7 z5GQh9V!0l94!h0m{is-w+1Lu5G)C6RcSSuXJx|x#WLIO-hqkDsK+weBcI8;V{z+dA z-uRusqTJU_RSXzdabq}`f`2OW+le6O44po%c|@I{6ury4XM0`7a{_PUFCsqubpy{= zgo@OwEv@R*Ke^Cep*fnrDwTb+A;K4nmmg?}*g<^=rzS~TYSh?>69m~TY&SsqLqSLZ zrFs2{42g<)UBf5BATrnyFWk(mE}=HG&@)?ZQZ5@*Wzk->wrDne(4+R*=+Da-CkZcq z*#f>)hqX^86|z7gdPMq2@LNM%D+SntOK)rsN~{l9#*|Uo)n6sNmUdi-;7?i|^Z;3Z zh$6l=cjD`3_hE-_(y2C)SyS}|W9zrmE{XvgTjY}N^S2)h?J2)H@F|Y5Kd&XJV+bMg zpB9YlMrib4PaHa%)*rYhe!l^yu! zbH0B_sTf=AA`Np>qIA}scQ@aetL(#|b+BWVgyJkeEl$wM;s$NW(FpQP&oYPMKAZc5 z#^J{F?#5h_OwxxVZ0aZx>~kz}bxb-_{}nt2#;#3ET#eKmX$8#hdpdH3?RuYE(HsJ) z>0-pBs@Y?%b0$SFQRO)S+6W`zE-U^2s{K6ihOz=8R0P>aHU^9%IAluB-|!3h z>GWjzKIU=IibagLAc0Z?9;nhHLaCo5G})qvB1>)B*S>u|i0Q@NJ8BxDFy(->RQ@1RXU&n$b)C7jYw6ACOW%y13gb)E@}fjwdkIgkVG*2qO^4q>=HJSw1UcDxbJ+ z(LD_#qq+L#p4F3?=O8E=I@y3{*t{&1Mvd$Y&Vl9yjd}RvDnRepjc&ISBc>w!XiM6T z@K=x&UO=ZlEz~hsRwgo+3L9591~asIYRmDHqOEA0CS4^GNf4KQ%*+$&^i&fH%&%m&@O~SG~O>5xl-U@D89X0RVfAo`09;UoA_q!yv z_TH3qB%R&h7P9NkkFxui_3(=)h}*k<{hY z=eWnuz-vf}Ii)$X{4qC5Z6T7c6ufxiq>X5P20k>OgeWwwhrGIfAkP(^SG5+iJnO+` zt!OH@9YAMzjzr@lL1Ckk$J|1DLcRXvUKr^-AiG_qBy@jZ7a{v-YW?K_C;5r+lMK{c z^z!dPKSqi-UgOR{7W1bJ$?GCdKg99XfGPTa zuz^dX1V*Hi79Uy-?$bd@lf`>e-EpN z!ny;(7dT}|@dh={Csz99g`19SL~ly@JT{>APQBAuRRNR_$)veq&>sXM1mk-jtLE37 z*9wZE(ogJJdS)x&(l`tiW|z%Mt%7YOh>{B|+caHc_uVGK&Q<}YC3S*GL|0ut#hWDDM}PIf-(rOBfS?p_Oj(J8!7V5(#?Hj^V}ax}`W0JE8wQODiAQXRldv%Jrk70$R$n)rVdc6o?3)Y$Ex z*r3M#fs9^9vJlufQN+75k7Hg(9u4P;pw!WWUeYpL(c}+6CDS70I4jF9gvz69zk-LK zq5+rfa-Lm?f!xVI8>w@a{A9NWA&p~C6d2H)O)m&zn^di7ZLp*wO#IpGXg4*1VPtP2 z-D2PD2s?JH!z_ka0ia?e{oa7jL?;aZDpUkISwg1h@z*@zV$;P3(FCMx zdPG!B$0rLdbQ)AMns7l?rn!qpOUjaaJ{~$Z?a#CN{8+18!{?sG-FyrvB3(qL7le0g8+E{ zHDe8$+=i*om+zl)y1P?)SbMLqRj1&;K8@@O!#Q_rT}Y8{=9T0MrwFI+cEFT3oh%14 zyauyR1b(_Go;{e7;_$CBdq6(e_QjYR{wpkf{|}wA&Ed?ZfiR?*U5@)zVC%(t2L`ht z`T1Yfkv|bt-X785C#jog_5B(w)L`M!M1KwSQ)l42U^uP)-oDBXA-Gclw|A?JHhXc& z)7UYEBY(gte&FP`H59^slNrxw@Q2U zu*mePUbiuKVTe=5HavZ+<9ZIRaq}o$nyyycB=QZNh%2ngUD2pY>`CmZRQ{>QCw9TY z9b#1IT!w(J?INQqIgU`-Hgo9Ll-x2r=~mbtzAJm(GN<^Hw2t`i%2_Vq`OOWa#`~{J ziQ4}k55>=1-k{2-LurE}^>=(!#(|$p+u$dXY7Wtz`DV4#>7jjs2f^avq9qL_tzd|cjY z_QijLh)_A2qpIe7r#0#Shmw+aISUza+)0M&E{*PO1s*|U6R#xdt`PoMqKbEft~GXa z=YOhfYUDsjlyuX8D>_zHCRg|A?WNkEe%HWe#rG(EH%tvxKgX3FMp%B0x3mMw;c-Y3!D=)eo;oNWPIYmDl z<_8;oWM-6A5a--)oc&>S4tHf8)z=)&YInH|?C6$*lS8uFaLdI56Bd0 z!1YiL88-rF%m{TBjb!%=i`5Uxn7DrD$o*dvJOfc8JB_Zgg66}WR{^4d+u1rbSZ}A6 z34<>O^UTms@4w{-os*9nigOhxJa^-_kp3$KVL>y1WYK;;hUv^hh){fq4-dZWd0b-b zpWO`dYE$sD)9aB98LuI9kNrzNfjVQp_5hg;tg-V>T?uy&)fMp~tm zb{1A9bHkfMq^*{y?J zzZmfaQm9tbWXn-omg;Ki)z)F99+oOUO|DtfF24mO>@Mi9cj3w82L65xdksDIlH1vF zfBm_ka`hzP`Pcb$<1O~77~W)dVoqj&Ip{(q#sWmHxB7dEO0 zN=lc~-E2TYN+c8z=`KM;qy+&*=`QIM2??c3TBSn}MCmeU0YN$i?p%0`|GneAW887S zoHGtbwtKI=*8I)+%qJ`kZ4idwBDl1VIlkkzZEOT-A1#jZArRAERa@6N0Pp24cp|#w z&TGGX4-&$w%g|v}ykmWO*9S>WMRFBi0lw}YAJz`UxkR}_088Sx5b-GNf5U9AJzMG; zreppqTJgq3N8P~dj$~Qo?@I=>@E+8BNA`Nbc7_vMtVlM)j0~mXZpB3sE-r(D_Z#7d z3PW$hnkr%KQUj*fwTuzsy`?25G4OH?s)`UvXSVBvKlyjV-t+MY4S!6C9;`x1RYdr$68KIHd9)N8PR5uc84E=)8ztzm}FA@<)73nIHg!y>W$c-ebN)#cxxQh+|^ zX2ZAgzkjnP3H*qoQ$C0K&*aQNfJg=pAOYn*Xl5fZj3N~B`~Lo4Il#lZM)9C-IWu0k=5d8WG=(M>Q8mqo|EUNr>YW}i$QVmBJQXfXv=zY%+ z)f>`Fm191mI&)R)k8mOA1bT1iS@CeVPd;5w;&1hIMy57oqTPEX`Ooc$8O!a>-8?`I ziMTEcz(jEY8$t(ovhi3y{(^4)d(Zq#AV05!)axYtF(g$npj%bz->c*B|5Ftn>pp~J zVazeoxPh*y>7RuvgX&4lES+Gx(pIt}PzF_gFaa?wX}YD=zwCARwAjga|NUH=N@(YI zO0>FI^8R_BC9cGgO_i<@^$-7$3`(#F;73@vz0W_l9POqZIlz*@seYeYVCB!A*xL|G zmcs@dr{C-!{9xpji@))arln5ekiyPM^GJU2#>B?qBTd%{aWzY~!>=FbaA*!T?@~7Y zXxuowhq@tRyYr-nSZS_L)?wm_%3_41yHLB3?dWkZ4P@O84uGLzGMD0?4@|&N;;lUh z*_WZ`McwzDwt@8h3QSQ2W8J2T;fqdz5o3r7e>Q{;cIeK$Z#JS4ebA?_B!N$I>>k4CVHbqN;86EV-_m`1Ehi;k zgQ7ZqaHwMyi3}6l|Nin5P%Ui6@^@Ynvno4z?vH)>Zf#hXRk<&tHz!GsK#Zi{*sb{7$QFh;)RZak?*(R&r?X+Pz#Bir7LJbJ^@*RDy~X8 zm6M&lR2~m%d&NGKSn4lPS%>Zin?v!pA&e5?kUAmqBMdVr(eDGlN#|ZZE4gE$@!qZG zsf=D8pdSXMH!*H}f)$o^yOMp0oWoifz~tNTdm^z1l|k8th`dcA{6#TuU)1~uKq0So>a(cU^8AOo zVZnWN{yY-5o_f~$?4V$QIE138aMA+D&xJL`DVkjXDdf$0vZB0(GL$a4Xk@Q;XFi#+|*uT|ROF-bFTJZxe9I$KhVH#r^;n!@jc< zHlhFTvhmUXqip=+^Yn5A`akfQ<99a(eEB;0>Aq*O&+cSUWR#c|nsG!|x(0U!X3R2= z$0L&R!-t5Z+%^o-nC%Cz_UhzmvOA1VJ=m+|r^a%wgy^ALiq9ASJoRubG&0!qAwTVs z(F^62al`>lBLvFTD+6eS%xO_3UipC3T~Asgu*i#&S~XUEdyHm-gyxC5R~(ky6v*T5 z%c@a;8I}y6484ql)WxYiqx+v`@^p%q6BqX3587CfVg%2Nu6=@IaT#hIYVihaS>2sW z+krErcm5kb83PF&lg5z`29OoJZ$Fmile?REbt2PK_o?c0A0KHaP$<}-{Lj6n+1>@m zgbMbnG-PgN>W3xSZj>=~N}tW)M4zTVQ5ym7V2wxfj^`RW(mYOaB*{B|dc+2dZ8 zKZnj+q%LO$Ata=3AlP$R!pgl^uPu>(3{2(5CHKEifnH9s-Sua6N%R3YJ1Y%^Y5YG# zidfhLYoHa+=62Xgen$7~+W|0>iXifD84{?S5nj3e!ne)TDjLB2cwX>ni6CP(ee)Aol&b+7(kgMMKHn>ArXoo<_@IlY=D5%%_mS*by#A z!S)I9NP9FBr^9dF=lr`9@TNes#5u2_qhsV8w|nPVa#lO%l_poSAdMs{d`Q^qTogeZgGuBIeDWxr6pgho)o~ zsrKHKwP~`EH6j+I&%I2idUoBYMrvX zlgpJ}@(YSVxV?sluf|+WeD=nlhwFXzb)y~1XG{~1{Cw-H>?RBXT7&01L0<3#pInio z&$ChPj2fz=J+B>zXTv1SGZ2`wir59Hb@a{sWbn$%9f&H>mN?kx>l<1-i0rS=;@5NY zk|UrMCt-c=o#fK8&_+^BuI*6PDMZdmr;)FO^TYOBvG$lPB zoAKCoBwQ=0%j!`Ie)P^pUG#5N~E~ zcNayCdbC55p-U|jx3XMVN%r(vDN z0-}%N(l9G^Vy@)K zPLu2#w;~4qT6)G;UIFU2G9n94REV8h_**sgcy?FLPtpH)aVxX4d(Ke(XpNnh1OHL( zL?AiYmh5@)2X}Xz{CAAc8Ls%=+9x9`ZZHFaG-*b$mEV7@p^YMC~*MTm8OmL0^6k&62i~zgUm-kJcI*om+CC zPS;M1mH$myl|t`~@FJ;PGb?`bm$*j9iDrbh%&wWdsR(kEe# z)2}-Nx87m|77>^MS98b*n*`3*_~Yk0L|kje&I zsh~fUr}k|jY@(a)P{R_@5Gz;!RM5(u-5shwjI%q{xSSNuoSK8r>mNP%>i!R> zbCaPAentOIv89+Ka;D9q0Vdoy*kT7}-3&Brmhs#Mw^tQ?EkR3kOS|Cab^5l7)}f1_ zf)fUdw=w4x}%sC)7j9j%{Fg+e)J>BaiM4N7iM@o{j}1l=3$>dGzm&u9tTbd!&q1B zoyy5mji7_viZ}no_)W9DIPx4ofYfH*vz~%2?M+PDY)zdyBo`-rw-$$b4nQ02Vr>7X z)-tGap<$>5XH;LX9qk`&27UW(PZ9JNb}(ohM|&2WTY?^Xw;B>y9L`tlLmohh+!>{d z#-0b8=Z)~wq)eNt3P8Cud%taqhD|}qlBL4G^<GzR|}21!{SvCI&t>W>t$Z*-(CQG+Bygsdp`Fg#5BI>6R_>fK({Ydydl5i z)rw|WdT5Zb||3QwrL#1+gM2BCi=2iXkEr|l; z7k5@Cj^pnNTn;Rd3-7RLMgD!k*t1YUvzxWD|5i(>kC-LhM;|icDuc;e>a2h?UdyN| zJ{H}A#d!rM?k?rTkC95|As4^J4#E1~KO=Ok#If&2BCsL0x{_Ev;_}a!7bDcuZlU4s z8lM{iCHJY#OXhjY5ZjGy-?O6MhDhEsaNe@IChG82#*k(!?AUxG6%3I1Bd6+Vu|CS- z4uD9&BGX#*k9(PF9Xj@Bkt(-jTBAo$`M81}6?Gz;ZX*z*zvEVHgs~=hS@qb4Bbn$6 zv_|vY!QjGyY_5-8IL5e!(|*xc5bPlRCUTF+P$pimjF#i0<09pgU{y)A89Z03Tkqk1 zA8a^Y!2}}elX(dihs(g>t@>=XN>9dSUV^m@L*@)(xpNh_7p5lNw|R&mM`Heev&x7Q zbJ|ElB`g8Sq_N+9fMIDIG4oLs57JYlR1shG8@M-@a{u|IvEU%#3|3W|H7L%>f}O0$ zE)5C#WWNBw!s?5@b|}4i2EnmXY1nbql_;%bl`mMOoA6FvSr^r?P`A<#U-{3Iqw4M1 zM(e*otm+{;b}A8b$VqH<5E(0}F>cMm5M~`R9B*JZkBETP&SKKaWu21N)G9I@c^FRA zet{`u0LY=-v81aat1lUf*i7@0{VZ8Ac;f0k?JcYv?OcN8@^4A)T~LuG4FnF{L9)mY zt+3>{VmEv~Q-goJH8ogU+D8iGd(lNM zjnRxzpD#3u0(}{NU)K24GJ6-E{=Pq@j^)|2$!>^K7L0a7Z&usR&z>28fqxruQUjOf z8iYL(i<)$weBr-o17#yVPB#U<`6_mCC~t`f-gfb4W(v|J`SUgZ*LL~%mZQQVxo&Fk z=3#|%Gi|AeX`v{f2YqDc>!m-^cB}vcdTi|gFpMHlt8Gz+k~VEa`1r^i!T>NWU7uXk ztFlW;X%f{u=M#s&y18ps%@f;MM)W1%=EfUvw|mZoWJEvrNh0$AL57k;Op~@YW8TAG zFqte}Qp1s@RL4BOvHAbaoMSzu3C&+dJic1QRFu?ofT_vq%Fj{NmEl>mqiPTov=zk- zoUgkZ^dsSiMYRWsX6$<#KMy(t;GzEiBbEwtSWqT~R8|H+ zsyhJ52F4`Hv5@MX9WJW&VMXl!lRZaM1YRqazXhZVoZqDIXa28MNA!*SXAe}o9iu!-X8#NR12IU8#I6mBhNpVg zO@mxNdg6OxX%z|H|I~%VZ?}n+7dSWu55CsNDd^&b-XvR2?rE=NViT)TtlM=gWKG^E zd5+K4^{1Eg4v|SW!AbV4o_ZPJ&!$+mxfIfAz-4g=KI2_nP7|WTWK8Fur8#t-+g(>1 z#O_GAo_z1R2G?NCVE*4Jt^?68sfq7r@Es&w&`KD`H6s0mrylOvOk>_dSi|+R5^e+awxv4ef{o> z=4jIWGiLl{%nCcCO0_kPSo|L>{u?LQRM0Sri8deq0EaWPMVze_Y@CyyYYqXocy1OH z(5LD5BUw=_v?JtTh9bG7MD86BQ*OU__vBjd8xp%0b^jfWFfpay2|YXfHQs9x(STeT zSDjuMDz@iT;4JgE)v%nq;)Nqp3Ol8d+i(0jZmy4meN*DiH&FREgxJixndgl;((^li zpW?|}AZx3H330^v`|wA?wV>)`KO<=*5&P;-RUoORi!`xRAbq1dOAiLQp-J*&88fE$ zrx95fP}ha0>>}H(iBtqwqt8Ixp}{xww(HdAJIw%nF9qP!+KFuvXWj#a0vS&TaDZ0y z$^*L}(1Nr@LzRuUD5ZSL-g7_s71(Zk%2J4-YU~X@+fZkx;GmXtcs&mvV+$EF{FWHT z2O%170kP^#7E|+r=jgJCh100cQSHdo24yh z{YL4fFj!SrGJHYY@G6*?wH8bvMTMTt2oxhE+`&zYRM)n;DMmR>bY3=#r!w>ORDJoy zbynCnfEn{$obO^V7wTpU=F6^U@+%GCn{k=VcE^zZ`?v}XTGIN>`s!0>MH&!0s?iX+ zjw<$|6dW?HyW$%FA1Sr>(=E|0G(n_DVt;JQo~m*noUsRtOr+=6koL03ai%kPH)kay zl!ssL%nV_GlEG;iJ7hmdsMmBRU&ZDY8TnK-3BLzKC002|mqHU&DYn`|{MfelO>7HS zF85)o)JHirgO|4->k+BV{ukiDP?C!@FpLjG;yKVNiw&yYORiI6oNerF-bVZ^8ClpK zC^gdSIs^GUy~OL;Yl8BWH2{4SG$z4{sz!~nCY9ot;{^V^{Q1W4WfTTgyJS2yavspC zWJj$kshv=(EPISiphc@j42aAe5^pIC9-_j4v}=4WnFTcT4Eb}Enh0bu%-K~>oYokG zpx^H=lLTS!s!b+#!M)52-@%ZL|I2D~r`#>vn=Kh7W)4#x3bhIRe4*B%KSVcC9=dBg z&pyC;?y2y5+|5}50^_&zM2Xh20H+_HKM|fHnecubm#wlei z)-hJTga`?=nq%fyvj}dFpspY(*Ju|4Nr0Sr%vJo8oJKJEhBmi|I^t_8Y>Sx zKdGGAGmB=3yuJ=FxXS%5zV=~FHjTWaA4dn5ULKmq2y=9U9%LEZK&OkqIc*+}%Dd94Cj z#N_;lCpH;?&dLS|%nRpahnIC^a2&k)XAzR6Y{%Wi<--2;xLXth}pnm698uKT~xp#is zciC_tTjPnvmb^<(C!-K$=Fd^YwCc9Ec@A_xm99MVzCN38>k|)U70y9Ak6Gv$x0IDj zHy6Sz8`ERn@Sa*cr#K3H7HS|P9Kn*rhLhQ0VY@Hjv*OIULyJ1;kh0tNlDtxN5`QdD zp`Y(^rjY1x8w0mpwat$aptu=~9RrrttJYBR{poo#O-Y_`Afs0*H#&Giw=f$s6GvGj zKpjlvSEiN2xkaOz(CG@kP)c+sJ&sbFXMMxCm5X4zZxcTt@-vM+i!(u+*{; zmp|Q!Yt8M`GYWWYnzggy?`KCP#l#MyWSM_sb7$p5GU+~ zh4Lq~E&f1gLZH5|fBK5uMc?)x>F4!efZDEGmiKG_#_7Dfqfd%8%B~-@bO;iaq$hQ&a*w`=N!ZHrKa;& z^4XSMvRKN@dHwzAuPEV$9?bp+RW#YlIg|potC1kVX>^|#v<@wVlPA+0SDI8VU}%$& zN&Cg;fpl^@D^;*Zx|4VF4N6gj^Zg`kQNJ_&CAVC5^Hzbph!w&>Vxvmc5-RRu08i{- zrXsl7^{|M_;3<{{e&PTupem^3G~ccRx>kW~2ASh|=zD{zKfbze@1PvkY{`cG5<97d z>K44c??K-Xr?YA>&Aeh%dG9!Ov_Ke>gxgdG8!V=`5iPacq{nBN-oUsqeEp;ixY8(v zfL@m@R~st*^f_YsUi8;Pj7Et-;bC_y=6{8Ic?%JrO&J zs_LnLE3Bo|AZS(e8OyRs1^rR<+p^enr#XjF6NG~}SlFdvao>tdWP^nWI!*=?5kE*Y zQ3NMG<4Z<{v|zFte;C>(GX7{^?JvYEHTF<48UX2RaB3TJKzLVpLa?}E;GLbF=j2f z@q^2g&R}M1{GRw_j1%x72!n?{Jd@!>QGpX?Y4hTn)9XCtQ;=xst{{Ez47~59DK0LM z#FyhziKu4b^^?9R_xo~_C#cy@QwQ#Av{B*rPlvH}Q7VlJjoC0RfgeH5)X1Fs$;`I`m{W?c z9v`P{>!uN~B`L=4JVDu@Uz=-<(8TUQSEqU1weHi}C*I|wSYfgpG|=&G5A2!=2Z+1W z0YLW4m6>eK@~Qd>jzTqXl@QB#-Muqc&g7mVR$-SnGt1jhTKA)b*|x6bjclGb$utax z@d`1utC^v%??XuyDWWl6eq&xKHbgB}XY^m}L^h}qB=Nh{hm>GM(I9f6B zT2?H8>i1BseijUx#0!!v3U~eJebxHDotQq^NYyY*a3+4ZNIn}(=EsI58Sq&Sa@Lq+ ze(+v9YMsb+y<*xHD5XwoIl4kNds2bjjGW~S^nDqUtO4I)dqP_G>C)|=#rhSBn#o~b zfCz=1>Zg2asCw@5eoqfuPs+{II55Xom6U|V=kg9;9VMsb)RR29#{x{VdV6;eH!pxR znj+~f=gdMZPN4~W#*_aHKsr00+ttVCn9brM&3>ig7Vu)mhM6LhG5Skjqr4@{MOQlK za4Bj{YEP@c;3DN};4M5+aF<|mVcUOQ9i@uS&i-9(rS9fdoTVvIK#9GKyC!a~rb?2^ zr#y83*Doh?x9JFt_0(|}kZ?FCzsK?FsUdDwL`0tqKT2o8FwAs09{l4mo=z{q82s#488%l5;HV?U>o zJl5`A=_Z`EVcm1b3AH7X^s42G7qCEtKAh6;6A^eKMT;h*C2oPjjzuer@D*yPo8B;15&7-YZ5G)a7Z@jI%Jg_nyJF42~L&Pme~NlcOPbml(ne*Ka;aQ-4)UV+2F7k|~QxlWuv2Ukd5%6F-qzOJWJy z3<*jB#P?t$e=!1XE1s=mARoRSqE@CJjE+#Kv zWKJhO=v%v`9x(4WQ4LHhInXo9vW4N#MXyYYlEf{~ab9{6XxiLE-X))Cg2tl!lr7)U zcc>%A?E8?3vdL3D@#w*;{lZ1Bs}IctP0}RYWwp*UH{B#<*~pTd^kBl*fE7l5IQu)y{%~u|o#x}52>yyl%gX}Pd>&y00W%R-RC((4+(hjFwCr)L9%89|7 z$-WKC?Ck!`fVxL6eXa3S8kHN-OzMaR8f|>>*ta>S18J!3O~E@e6y~Fu_qy4 zA~i+F#;7b_VITW?GHDN-?P7BZ{EnYn^zSAqIEO7}maj$c@j}dyQK!S>EmuxKPE!{c z9B0H8ZZ$r*y>w|b-tU^>rL1hmo@$E%ss~qQ6sTXv&8{Kz*RKmB1zJtw9EB;IKlaB~ z1l??L`@{HD`LU9Ro|VSlP9{zM@X8CFD?IX{CUf@4EA!lI>id&x?|fL*nKZ+4jMSXt zqBBM#Ra_MgAi6WwxrenlXDjL~DaS&O^lDeHr+yEU;pBqCXqJ=0Q2Dr{y`EtAf@4rz zO~DB{Y`f!z1X^bSv~NB;A%gn&1P!ETVni!%YF*YcGS({Z=mdLsu5y#tQo}=~Z<~)F z^^-DRJuxYow=Qwn^dOJ^NtuS@3UDqMVkIB;za=xs{{1uLf9bXptWXLyeIf8~5HK`u ze_}Fld>bGC4!l&tW3OVO);dOrYB@=yEXW~Go zt)n+AuqWC}lmGlzYwdOXuX+)5w*b8MoNBg)m{)Ve9TB9vq1L5>|GnW~Z_pX{WSVK; zL*jbEOKJ-#Mm=ML|GfQ^GU*Qqa#~6VgD9QZ92kQI?t~KLy)Y}#{PpR6eMpj%o*%ta z8(e3~E&Db;fTf8sn(scVP5b}8jv`?W$rCGBh9+PWe0u~3C(-xUiq^OMk535`ObTRJ zF~QW7N+)Wrglv%zyfJ8b4JWRM{k@pTUzbCJ&M{I#*p7c*=x5ol5cI#ld>Fm+V$Qy->p;JI6A05nxk=@CX6Z|T>T2vuL}?U{ccd`RwvL7IX-^* zIV)TQtwPx`J5?~9SmD7>xx(aQYyXM&H`u=m)D&t~!d zk-;L~e|HA*4N5goR63`}4El3SVm}81mt~!L>36?xKjdR&%hE-gj=8OOe=7E*c4aU7 z{zOQ@+TH1Vk(1_rwT|b+{-y{={oN-yk1n`BIDfx*mU7%mUxHjbe00uG^H9we|MU5{ zE9((sNZ13|l9|~x`C-|?2ov_I`~CS}7aZQ4)D?7&yXLUriDeV@4rLJ|FS2rC5uI15ma@X?TN7Y-L5bhIcHCrGv*umzH!RUCjgLTkE>@Fyr zC8*}AJ>cTh0*gwMEdzFH8DzefMPRo4X$>S<7leG73`pxMBn=uGC!Qf###5sO{@gR;A52ZCj)5wHpzQbQDB6>3jnN$iRbOD9N7 zkV+I}d7$|iJwyixp{Ynt0^E2#;~=DE4x`ypMK(l?Ax(*VX5*I*SMj6Bo_%J-B^xq5 zbb(NaV=re~kDbe!`6zkdqs2PG!Zl@oyZ(r~w;l{dEgee7ptqK%zSDD+)}1MgT=+!= zZ{h?DamyxM$Ow4xF`oo3?UJv9bSGIBkYlTnaBUxK!3S^p_Z4Q;wt+q*Mnw<%*KTzu z{jn+3wLIa4No2S9>@fS1>1f#BDv>UZxr2Lt#7t)sD4t?j=JKuJOHa3Op+5r%8sx#` zb86?`L(t;E^8NaCYyZYwWVa51gwrO~k#7fbHQF0*(R2GCoKdB7xC9$O3P!lY9g58fW@m^a?8wtOv?s&(kV>rnGoUuP*UMu*m(PJ4}oWrpIwi zV8gbw3__+FKhX`aBqx8q2I~^%JemO~WSKt(p2wdcC?@?yXYF;4Vz38P$4{I>0=9~; zs*lB>)&($^K;5Xc;++d@56>U41j_wD?Q-XD8OxS#h+tL>kZ+I7GG+8Xc`@b^hbj{) za#XDmH=V{GWfzF}@{cUMk$+%PmQJiJ(rB7^wlS>n12dr#b(i+~Z1;>%IQ^&2%K`P( zTaA8~QI9FQiy`*l4ba$co@#exvKqFezv#y|2D*MZpH@Lk1sWkwguLu2sWy9*wHB$= z>*>C?;c$lLL3*+NV{0+1uUzP-Jb=L^+Fy(U=|q(a>}5KlN0)Dd6NQ$cewK$u%0Jkz7_>YLH4OHN zI-Nsun7grokLh`2lrJ4PMY%P4wQUy8>U5D+R4LvF?P%{kh7pg?Sg8wWb$&|_Xp(>^ z5Bx7u@ZSm&k!pSG0eyD#8qzIa!4@lqA^bY-=q0dbyEKGoeZCA)_op#l2_u+)2WD53 zK&hcCeJq1VUYBNe;E*zqS>Qw^@v!{I6Pfkyvg_8gt^tcJ7e_;~R)9S=sY;=0sB1DF zF&!m`nI)6qU#@_a>DJ#mK^w{)8>w5ypyfG?EA4w4Z!KvQC|0sXF+92A-5O(FyvG?; z6PI|>DuHfd@ExP{-mUCA^tjgXWn7Pcm#h*=1}}% zPL0*=E6H=+$vWmsr9Qt4h4R{P7qk>MuxhcXpbP-Jly0 z;QxC!^wOK)8qAlJKmGmdNUOkxgI0%Upyybn^tW?BI=7H3&^%<&m*f7=ALd1CD~Th& z@$S>#!x7gzgK+0@LUT~Yy;c6lao)h2iQo* z3L-eCuRX{GL(^*qrqk&lYiTbgYFt)pCsK*MbCN(wABM`GkAiry32Qt5r{h z*}(elY|IaL#2^*0e0XDRfYygFB*At-i|a6=2g8Y=^= zEaVgAvV=*rswK++5J)X$jT|mILKaeIh9C5E@7-ZRjCABquu{JdUKJ!2ym=o$!y5eK zA{muUSqIB9Am5JN$-)T?Km}r5Qs(R_`rEmC(MRH=$qCrxoC(CIT}}YsLjx>d-}P~5 zzQn$_=o+~~x4xJ65vjuUv=!{3M4C5eZpaT`p7bw0YVbZ~KET2$;GiE`&RN7$D?+F1 zQjPij3&J9E7-*~jLR}50sf_#6vuGh>e7Mxev4eRT&e6Ncwv|b|68%3F+R<=qX8vi4 zpjcs`)vxh)#4%)MiF*K-A=Hms8R3iqkynU4^sTjCpWN+uNA;vmuLSLlD#*{r5{8Yp%i(b$SZK_R{pOZB173GgKGKI_(GwF(>&N5M$#?&^V1?s z4j_lzu8?CNhMIP8+Pv_Z=9q(`8*t2b-Us{6-0_A2>j)mHz9Kk-_kKZRzsCG0-pG2T zs{uMfZZ%xYYjR3Gxf(A*$^%$HxY(ZpnIA>4#t#4bt?z}(eIz%loF*8*RI1|?Yc(P* zM3l(XeDaW8#zmhG%x_lHA|%G-c2^?(g5s8giNOnHYAkyHTX&#LF1HY?IH71-xR@h= zM5EhD34v$zysQj|L8($6A3$fz-OKi-5Y~M~U~Sg)flIGUR%L$-rXP7D;E*PVWLMXw z=XLkGNZTOOD59O(%oIUi4BB|Sg{18ejnF^n-uinhr0)^3=`$;moTA7AYe1~bE8n{z zAm|!JDW1@9!(*z8>KRl7k|FYE{BnR#6kkroa#oNjYyhTyu4e^7?ZGLe4suuqg15UU zq8{ME1U4B9xMcv0jg|Kh8;w_B5Bmw81D+ZBU&(Ibu4M+WD0*s{udca9uZeKwFtmn(kl z7mvSp)lFo{*vEk+?JUF1bHDiYTFCI_C4kkIftTxa9OrhplZi5I*>6$CnI8cnEHitl zsQs%YA=3w7Kj1l(A&0}a6PU|LCw}=;{o$VV5Twu#0c{20!zf%WP^PGaY0_Xa4)La4 z2Ki>>en&k}xawk678A?mL{HOmxV;NTngm)Xs|n!T>QD%q4d>-uEu{KgQs^kXj~t{rwzG}p zxUqBf335jPhxmrXSeK?qqxoMJkFFMxPQfm@l^+*Dah zy)FUo0x$c|cLm-#Qx1#1cVvI|2=oUqQ)kKczo;>M|I9=1pC%3-vy-Q5*y^Y-2nrZjMG44${&8yxPfS1$`B^0rC)#eLn>JOW;}2CMzdcd z(&T}oMb{!3$_leNE5y8k5oZ*d%Y3h#%>o2N<|vL(-Rt5j`*wnqr}Dn#287~<7#X#P zQ^WJ^&blm-L%Z-Ls}>?_&sgeRGitVF{doBdHIt>Oi0MO1+GtS#?3Xt3cdN|gVjkz?f_FP;)NbU#w*qI zG6B_ya*_U^QF0kveVq&L_+|83N)CH1!TfX>@)pjKU|S^T%}*1j{!Vis{x)xEi3uEe zBnF6YQ0QZ%d1Ap~(WIv2qGcylmr5*j3yw=i20bK14$zuXGquw~9y_j~`8eA$jb+U< zauw9i*8xF_6F`}kAL=pL9`f^*{=ar^zn&@qf}J>>$A)}brkm41 zGvWyw09HJ6?~{@X*Oo@ga(EFM5JN zXcH@|yOv)6{T<|dSj8lvo=@N5&^`Na&q9Hw04Q|4U%1g<0180d(+IDWP%xcFOB;h~ zWfK1^IW6EQrZzQ=cW_IEvkmDYvfS1RuPO48@+2_!U}MDY(qR=ll2G&Tx*47oXEy_Q ziY!^hs9d9{QZ4?lQ|*d~3O8pp-e--o;=a2Yc8PaYyRkP{6xY>(XoN#_bzNhb)R`HwOs1F>GrHcBK6eh z@T2I?uTSQ9mDkb>AU1IN^@H4tJ?ysrKi6`vX@BW^N?D zeZ?agHdL+SK#91wG*-1eX0)(2iDKIl|4|6j#g)-XxhJ`*o@-muCuW~3B}K2h32N7B z+l<85?YIu3ewv%3<15WLG9%%ii~Z zmDQgI_O{5{Aux`ak{$c~=Th7dJ@DP(B|iJ`w=Aj`J7dB^fA-Dc4=IUA=$!f5I42eQ z4Y=TAFnwj&J`AVmLCgmbm3Zn}mBP@^Pa)z(qB zT`?OJ*KzFxYv}{v_k?YzKHd!n(Mo@!QII2&YeqQ>7|hsAU0WxP1x=KTu# zC=muM^uAr;mhS|U^WdoN3=;qQI))DZnafHa6r6*tADtUia1{bAFlfZOf!Sf$bQ3A1 z%OK|_9YF0g%KG3bhrHpvgM`Cds;Se0Ga2DkstIw+05Qm^U=BG&=}L4R@lXq{PFF>c zrf?y|p%?m(Uc`omw<8|^L>o5o$*6Oad(^i@3SV;_kO#6ZY>0G4?**YuM55Y0UNCJ4 zdUE+Ksy|af_M5=kz>59&qQYIKgA&tbLql5EXrm6Yr_H$Md-7Q~oq=N#pF<{|IjwM~ z0?FJa1Ns{O_W{RS1;%Eh?%#?C0vMq%Ufh$qrET} z;o+O)--t}!Y#C^T<^lJ!SS1PxurQvw)=_>5V{eO4?-hL0UI_&$5^`O6MH7Km^ZIK% zkI}+i>38qK5n>IapckcClULLu(E3t8OEo#SvvxC@<>3j_q`Qjm$Q@v~Vxp!`zMw0v zZ0YKa>R6FBSEv63aPV}i2rLAGkCFy&sgN=|Gvd2DSf8V~`hIni{(@FwWH@TXieP7D zv)n9ES>88~b%42O$x@ef2Ft^5@usw&!|e=5>NTS0uC1YY@LV&B+rcBX$5{2Sx-MyX;4_Hj&`>zfw zH8mV<7JHJi7r$^MdXB@cM6}9xO5=`FWHCxLa?b0sJrcVB90d~ekob~S_38Em zR$i+t0nUpg3z z#5+FhzeBz{t5mhb+=l|ou3m)cw2>~-s7y;jmTxi8z+MFQ&pyKbxh)^u$Ws_mUbkyU z$?Kp?yiKOq6k`#WrVgghGfCmi#IxTawuX!aizU@e@>~OR?iW+hTcpMLC5EizKZ1L2iJXPOYQbpe zDuYbnsm3hAF=ESPnni6^I~Mk!4a5iaJ24eC1MQ@*^lPu(bKQ#ai*$J3i^lGHSQ15rw8!vE;G^PKlW6U=BK$W4HqpS~h%tuH`a!qQ^ zYIO2t?3L(YGwe^X(#UePs?T^Xmx5~vMevcK>l4;7_3axZw;R`*_6xLSMZ-9rU=;%U zf+5(nDOv2k-Hyu<#p%<}V=Eci(NvaS6i2$WNL=+ejj^0%S~$`=fu(_MmYXFq@6f*m zgAOsfCLCLGqQx%u3eF#`pVZq4dalXpFLCoYK(%+AmUyS}%KG!e8~tPg_?kyCx7;RoM;n)K?V=d?`CTb9)#k?T~FGrA@gn0F>5v?^~tX0&LVq;??EG=!Cy zB9?4QFgGG&A>I9*Aj=gN+AOLZ#s12uM#czPq~OO61?Vwh=Lp+`YcBT+EhG+cn=#;7ce94QNNv|9WC2U)sW7KuQTiwh{Qh;%y}mT2S6Q{+1PdRn z)W|7@_J_}fM_}8~(=(-6P8ZISuavVX4EgMi)j^M%#TaSCMcSF1kTG{!hDMW# zy?{u=S?Zhi#s0WxXNmK|{aM3T*$Q<_rET<8&(Hg{C2&+S8&18W5yaUQz*=MOl8xV( z=|ac6cc!!l=M6%9vTAzox5v2pwKc0!2NuOBN-j|;N3U3>8%@SIf^aBQRD9_s+cqs#p(;^gAA2!u96-9n+17s{jABz}q|z{5vALDRTb zxATR4=0_JF^JhJ@(O*ErEMMlgJL4Pd;Jp!H;d7ra&x$D=RS{-n!|$5VYyUb;&m4Oy zC)VlukJ3W;`lbVs`PJrviL#S3;TG+%@MVq(EN!e=Z1$5kZlV;A;|pD2DOreepr``! zf9YkG@F>MQDQ4EE}XRoXewN`{FxWL6TDM+O4L5`CHKlwaTB~Y=)e~ zCjaTmVecLrj}b}&H+k;VHRG*^##JaxfX+y!99d2=FEsHHvxebxi5w6O{df|-*A_=U z?UE)DJ2T$7ULL)j;uVZ8@+i^hoAzv!08zp zi>Dx5J1I`arux4=y8N2~tClkK=U zvEmITp~E`ilP$BfHm@vNo~|3~mu^4gof)=nbW^NI>)$Fc_tJZ2*#}qnQcnPDAhDW# z8BcXrwfIHa<@;}h3twj)UaNh+n_#tgJ?Ns!!zi=Y{_EoNSuwZ9$wKr7B{P0zRkoX^ z#Pf_7sZ+HNFsIFtbzM_C)6H1K^YBgVSb=-;miVngM%##Uuk_YmIt>UPo!eR@+hUF> zaivZR?)`2MZBrMije#Y2?nazx$le;xmu9{jZ#hhZYTxUaYpJV`y&Pl=)05oI+Emk| zam&uUDO>0_nioql5a8B%ZJ|EPI=ev3m0m*ASx3aaUp40vPAk_nTFVgy+lVI7G^d9u z>{SlVx#4p{MLgLy#j|nQ_Uo=R7mlQ>v_`h17jFZ;TYn2Z(tUl#@)l++)k#DC6-OPF zAI!XTv8GxH)t-2Wh>fayN zi=zYccV;uU;-58)hbiXQ>-SoC3$9NV5Z2pO?=;w6r7}%4;QGJlIt!qv`aj$&-5pCw zcP$`DckI$FC5=c(3ewWuts>{4EiBsAdO*I!#A!46Zek>Ykey*X`>O`PV+>tr-ZQnyd)m( zWB#jBJt0vmYhgPZ%ulDi-mkpD&$;Gqg~D*}3T%yS+SHqJryPu_5AluKC3$J5Tr$^4r>e9OZWFF7gAwv(kDWF^nbQ z@&5D0&c=<%gu6$hdV^&$NbvAgrWs||f=OsNJ=iiZ@eFz$btFrH9T(wtPvYh}vl(cQa0-a&~&^Nw&|R^=G{+CQJ0P{T`BZ2uj_9c9?jSr$9NN014ECJUcFDy zfNNKLH?b(&88|dKP}Ft-cx|eRw|ZZp7U1rZDI}7;yRq=a3QYfXtguC= zt$snvogXhz^u{&lwHDdd7~c%`O1cuT7t>~R{ZrOF0-XZHbZxEjdmPU)i6!IcBnHTK zHNo&n@Y33v#vaE3<@xSn{ZtU=!tn7_@s}WlSxH&mqzddpRsE0nSd@do@=JwqComNV z_E=+wkw?DT-<pCSxVji+skr+54i0b{5!eIQ_X%j#=$5QLH{f) zZv%o@p=*3w*Nd2m%q$9*FHUNEdFS(U1#u;D$Yz~J?AboD!?C4Vv+ND%A)~lMO(g!6 zuOye}{&6bV_hj7O*f+WyEcEqO9y{kS=ICb^Jz@B#MAswhHGuOb1K%5%GkZ77LEU72 zDhyQQz_ZHk&Sf``AFG4Mj1kk<#2SNSQ>N=d_e?7z!~#5S+y>5smFjV3e=9QWE6lo0 zg7|K)gz@!Yz~2%^ubXtsJAi^VdleI>Xjiq%-ZPd;^sx|_UoiW?X_Jxpf&=U&RkoU$ z>%HPI*+Tx0TC%r0ZU^9&y^U!KaVIwJdZI;N6yh}@+#zF2 z1sZ~JTJ6kQgOMXvD0K-VWTT?maxFfMjY@w3>tdJT$@{nXQKaws9n@Fkg~ux9;vVGCiixj2 zFZglGno+0WRRX_4K{>ZcwyfM*!SWlh$B{b1c+S1JrnBDG8dmJChmpwu!V;I)L>ley zzwNqnN9u@ckkMbIP?K-9-|c1KL`T7u;Z<4uN7-B0lH)EmZZfhshP4m82k4|cGjl>u z3pZvotcj47S+oHbwZRchl%ta!z%d~_7Ms#QuT48(^j*S*Xy7m-Rj_$~LN;&nH{fBqaTjz)R(ONo8gB z$PV+-Q6bdNfr}Ryq}`cJxxN@GYf5mR%7pf25iPs%g#EjIDM4XZqV?~|KC%h-Q2X)- zzL-YBJTQE!Iz4%q;rie%X*UUrREWhu@g$;8k;7xtjCkLX z@PU8dIVa*u<*57}dhKgZ5e*%OPE9l#XF}GGVXTg? zxAt||4SUMKSs|Z5A!bjw3F_U$N?rNx`Y33!3oN~Xqu~p%s-2}&Gz^7q5xo%}2 zT=h>E0KIW4RG$m$1_p{q?XrFAEa<;rR-HU@(a;3!P|kTukHBQ{Dva9QxL%Ks+l~~+ zg{et*K{V$sLDBds%!D+X2Gbb$c=B1TODhu5N4mN+$8q2B5c`f8Q4@<~rF%RmW_`E) zsC?Mnka{_ll*k#XMQI81Dnq5MXjeGsh;=Tx(t?gyYEpjDdLa5+&h|{pP5vy|lYyK; z@iMQUyi>MBC8==-9gNvKqyl#J`dVUd>h*DGnUe>4C~*esElt-G1Iv{!HrVh()B==Tm`K)4OcV!X6B2L?Z?nx* zy_acByXjHCx;FLrzQW!8oYZS66n@yk?oR0z4Q!-HBdhO`fj&j$1Uc=tl8l8z%|tD( z^Mz&1`F~pB!4@t2VIm+7m;s2;)pq}_b=yt5c9z8?``_L0k)4f-^w<8v_+e~(JR%~B zEY#kRSk+G+-0un~R(LZ4bC{tc^AvCC@N(k%L&(J|s#o?|Hm81CW>@=5pioeiZ`@5T z1wHI_+P)FPftYfP+)ksKy|stb{HF0tG?ao9CiRZ2gMic{cymxU(>bEy05D{=&XHzD zl{~UPM$|Vs7Lam)^28d77d5uu@2XZvy?*H`?MG_xG$Aa2vCrdYMcm|k5gCtaw-x?U z*$CWgCp*SrdyJwuS?i^QIRKf;!%k^&T&pd9R+L_c8B) zc)LXAYir+6_`@$KH*%9kBQV0&$H7XxKAq0BU=fbIPi>@4gupQq@7E$)>>nw;*r^#v zzJu|3Fci)KHvm0xEm}5*9$UEhGzv*XnM`3=2E^9i^U@`@0MAM^&@MlDJ(rd`iNRQo zTmVx&b=YKM%Q^cArdaoAR>Fm)AnV-1o7VQ%YM&oj*cr;ribH`kw*mR-`?_|bLm6K( z3n4zs_>?+V7V0R2n^HoXI}3~7?=G1v1N|`jw5im>j~+aywK&_L(~pf#SxCL{4H_If zK)bTHB5ABuy(W2mG1@zV_n}QbS}s^pDlMA8&qV)uf0$LE_m4QNGJrfRm5#b=mqEBB zQJL1toY<>9OZHYHIXEA_KBP=Ez^VPXDim3*ej2hIjnB(4VVX};AGNo}eoFQkavMGI zitV5yOy(buUBY#N8S21Hd5AY8WswXqS`+(&1fD3@8mgE!4N(bzAguhSIc|Lu(c}EG z_>xo2t`Ks=GIXFvEg=-t3_^$ugEx)J_n60J9PkIgnnd#D-r6irP4gIX9P?Xrkpeu4 zp-8|m0_mJ_HUCRvtJ^~G)--s5kHlSQynzfWoZ(%q)IaM$BWNG`Biirne=}b@T7>qFKNU z;AhcpzmuTFa5XQaaJFKX;;OFv>e70q-i-40@XS+}aTP1M%mHUBdKsI0ffHVr85>if z$AWc_JS&ngGj_S>dW!Hfo{_;L&U}(Ty)YjU=!N|Z@m0`%9ML97?^Y@!T#k?!!;&A0 z=O49ffZr)6JwNw<{7&4$sJN=H1gj|@E&<1r$moQIg}>qK!}>Aq2Oo__ZdzTdT53zF z*5aM54s=?Z4JpKZrO=^6U-ai}y5e96yiyf4l;|y@r!>km>vE5=9B|U;_KjlUvvu#U zimYnysJfArV+V+(-Gy;AL*~*dwjWfAH;HE3aTDG`7v!%hHR4{3B62PWUBhL5^Y6bw zvesiK)_F1a8Zvv6`_4DMkGhsL5B&GH{1`9Va3)q0F>)>zVw4xPuEYP8Sp2d9g+aP* zes1r3h;-Mp#K6&))m{Fkn18h&zkO7zV(tR_18=*5&7R{WnXcGxqw_zXt%@0PK2?#q zkryehJN^HhPcIq#ctkEGym9{jJDpTSwJ+};p7n>qVp z4=`G|?EDf){PSVa7qHGuO1n;8d0K(!2*;8hP;a>^zO5nn-y>oH*9|A`zsDG>_)4`n zlGyT9P3hZ_{~TAuA;U$7>8b7Wr&IqPO}BJ7WQ9`XHmBB#yCCF7FX8?r?2y0a;y*_f z;fD!{ror>?cGtPza@mmS+ooZ?jfb;dWe;ZtpPv$bsv9&oiJ4UW@Ng~4QipbK{m|=D z&(i#lc4lqb&MP50lUUo6!I>=v-*ERQLSLz*Ma@>Y1qpSefZ-o&*Ssmo-kBRfwgIip z;2hXE&4DfWU1z>$|6GxZFf2X+>1nV^_@(OwOROv3AcqFHhzjDVU#{Q3`T6=-!5Rek zyaePsuAXl|%-b5s50QNba?Ec-Q-TK|9#rrU@m{WQD=;LfdJ z(=jV|vYZ74n`ispIqqYg16GtT=KwI?3Yb(g-e=vIq*JKGP~mD(Xzl+PL@4+YybUw|t0^In5^5Yz3OK;%^m+Fgs}uF&<$@;R_TK3i&i zP|+f$ySN7#t{m#F0br1*b(28-eG!LPpz13qNZeo-;sVP5ye8~HD71^*e+ztEKY&fW zlj-r)?e9IHn4;AEtuIz}3&Pj7erpASJSGt}U|JF+8UdyoV+Xzh(+n#i?hJZ~nH%ii zK(Q#DT7o+I0c=s(!M3s>aBst+>Ba)Y?v?*>U{uc9Zp%>&1Pqoi!B=^{a93bV@B_&x z^RI6L@6{8X?@=dF7mdJgWPArj!3Q7@+lJsxP&^K<7~l+E!}Tqr%F(S;d%FTQZ8Wi@ zm2ZKSXa#5qKGO(U<=-xtu4v(2X#*o3^j`NVNU8IMoX9d@Y&o~LGFp~`bb!}-HgCCD zqD!E4W0TyL^)rvZ`WrL{uurDw8$%Gm`#|>>3{LwT$Y$S`Kc2@d`sLlS`u6oh%-uks zOHj*v5vpkwMR)x9zULgU`$Y53(3$e;~{u8#wwfFgYdzDv%4oUZnyPk2J|^So__GRw~W!DUHy6Vv@0Qd^LE$w2cN8o+A?Y&D?+aqYeuzEd1}`BgrrhinUtb&f5RIlaH>6 z6@a=WFm60Y=>K+yDQ!NPj-ykF%vFW^!7U+)`>bT_Eq+|O^TiolN}Qg{Y#(}Qi2YEa zNCdk6PGm#mFJoB$lwNf>2kC4D1auDKtJ?xXEH!MVPC6Os&2|!?Y_QAjOOjfg$N-$N z=#An*@0(ZM4?2~f)=a6E27%y+R>;cHlh=|G<%6~MPI|B|`d$UFu=ivaT~UQU(J%ve(kt>KmDc@nIL%089VI{RzvIz`(w z;{2|Q?;D*7*)JI{t=^CO@XNXXt7y1_(OE$_dnun|GZemab&V!=9#Now)qi73$Gz3I zRR1S7Et9Hv^sSnpO&~|D;2CEAMqAO7iJ-lR2FTzi7KgyYhHRIsb3<-vjfD5(BCr~I zqJ|Z95@yJUDfz59LDWER0~s&Nx;na7v*Kab*`Ai2eLB$_T(srQwS&%zTR|x|bK9{d zH^K~O&0&TDtSM?i0cZma{KnCM1cs>oT(uzdJ|Cx$T3GHs^@P3&-Z6y)(d=#pwr^x8 zd8(So6K6HHTR=oB4ddPH*qQVPb%D&;P2S2bQMv0$r@kQUi|uajx3`eKRl=*{Y411R z8im@W_C;W=^*h!lY=4dS*=8ur;`_@6>3T7*ey$+J0Y};C!pLpFG3$Rt#_%0;zp;8z4MSS?GbE ze5f&kZXvkA?Zu_6oYENh)I!MSKjm+QD;A&R*xOz^zI@rJdjWmo`0Udtaz%T?lF$G-_+SJ{PLHTVD#5_K6>45IBvKQW06h$avHxhOyZy7 zc?uisqAY2HhS&e&>)a3r7PHx)lt}T9fA4uvBuCIEgF;Qb)wjm=?|%o~R8aLMLGs^H zzG4CIY@qs6JiYZGU-d_IhMOGnpUm*T1FP~tt|dVp*>Xmf334(oLdWgngn_E0LLuztKi#auls$2WdqXF@*hZ_#^_(K$-VOHvlnx*K&FcY zDFxVlF`ME9U)JFM&^?^4xqsnXkNRyhk1OAZkw zw%6CJ;kBf*AE5OP_I?`m&~uTw2)MR9K&TD{{dRpHi7!-J^xa__D}_@AXf+_(Z_ZCb6o)hmuaVF29{#N=0m|3t# zsx&OIYk$fbj)K>a`jUtwljg|IeH~rNJ{G|1207)H?;}$JGM0CNP)mzx0Dw2QM-$?^ z?t8Qkr=^UH-fib4Ppk$zF;R1hJW*{X>09aTz@PntdLm|VRPgpvjGZw|XbyqH5!ez$_}<_d%o8fm(l z*}ri`B}2eAE=U;rIu37*`X-y%cd%Xg0L%qvZkyfdVy2){{DPppVr?5cIr2*sl*Hf;UYf4qM&fDU|`Gc%VST=P>)=|=Pm%;k7U5SD0~ZcPW?yB zhBoo?cw+9dmWb#CMP<2wu;G2+2!p&Fn(hiWu-!1GI%osl!DB($c9||NdNj)J;VZ~7 zsOleqjP`!^wS9weVIH1kTSEc9WjE@67aJxqif{M~ItKPBoG0Q8z8_5LeSjSE!al}C z+ASf?dlT%+7`qbQ)&xB-b|aUuH5p$4X}#8&w!3Ej1%w8X9)~sP52$0)^);hu+1w`} z0i?}9_TanYvy*+Mbw*{4-Ts&I3i;`ml{tH#XEU8W;btP@UJWq!1eUU#Co@2Y$YelQ zA2_T`&!63*g!H2Wgi94=Ux-=&%4Sop+dF!0!G?thD!gXwCE}%*jwDMN(SB2%oH)EN z3I!_Ve#CnyI*+lDRLl!-8MI{VZ1Id}I0hJ5$GaJ>v$}Mkax^-@&WL231L$FI0C&V! zaE!E%1gA|ua2E`aSN*jY{INh4{#ryUMPI0oGE z=o^2SXgb{%8@(Es>t^|)19DhdQ{{Th?|rmi+Q#1=@!9T6{6_X|PiasLsy~F%R=JF4-aRS&0S|(9?vIW(OFHN3g=&y|DIgd8m8~!s?$raZJXT_ zV>XO%h$`8SKTLYgYUq_O{RN`Mt%(`l-eCrds^qr-;vvf%zxn&&BMNy;h;w*QmRx3? ztqJcdCN2Oxz>~Tod#IAF@Q@t5DjCfeXO>4snM{xETLamFVpTF^hjbHurtc|P6ngaa zcN^#4&xQzT-Cv)K3h`H&<*ctoS6Sv1r?<68#Y1%|em&zAo~M~lsY{g;mR5|@a-mE|qgMw{=d^eH*=+DxN4 zf~oBa0Hk%@ixg+(I6Hpb24Xf=9+IxHM{{I46Y_F0yD2UHco9cQVGSP`nD{0Bi0}b+ z4^3nKcncE4W)?$nGzC-=% zd?E5h4(ML}dxRIoJFYfwf+ka_#a4UX9ACv1v9GFz)uYI50FHLtyikr_8?(i^A`d;4 z-Z}VH(?q9Ynhvw#FgtyuBz49yODE*I^>-eRju$!Qflr8m&X9P3%uon1KB`3hgO?qZ ze9@2V%b(SD~&q7wrs!yG8jf03W+w*77G&XX!ZafOeV_kj}pBP`6f_G1| ztoxRWIGxyro8hN&9w8>nXOh zX*X~QH0YyJ-V|#9hFo1VGQ>N}23n{^7PnmO39%J5V~I$_o_!XAA1sIthd!@iuzI5PyyE?}7w|Sz!a#BV1Q$EV{i8*57KK(ojpUl@5#oM)y6lOM&W#%qzCv zr@<)5oGJctx(JpvGBmm;h+gfG+y#OkAV)MV67f2aA(@=^wC$>a$3?rLIuhUEP2vQE zXXL_|_WS77M;tT*rXsf~<5uM>ogrxpW zPSfeWM~Z2@4t&J4vLaCzK7n^7zENxt)!BCYhLDZSg{cD>3TqmjhSI!{-;=fqzF*!v z;9C_f*(rN9nv6_fwmE?7!exK$GlX(>u!M`x85iEeiRnaDH?z|PY?%j_M_r|O_#S+Y z2qk|>HgG`ZL1wF{-yD;G#HpOvS?K$rg}5J3BBs39e&T`A6^W^%SW=G>oop*$^7wa=`RvhX~%HI#UV+<((!tujxVK2s8G0j6RkSFdt|j*My(Q@ z$xeABHbPF~);z(=9I0DqCJAm1Yh!dZ?iOl)V38t%=a|1qOG%aI~ULbe=kYcm`-^ zr>uh43=0<|XoFwwFCi!R?9AOebLGE>*iX~>OW-UHD!!qRxYi%{%A$bS^qySyJEewb zbR|_ZJ#nRS{@xFZM-TYa@K$?74AZJmk~K+{Dl|2X2Z9i74I!7&`@h?VzqB=I_wfJH z)(mfEpsQS4jRP&@e>E1_gclElL+ohOTJPJIA`CI9O~N_P`&q;JNx1yPkA-eyR=0Qf zJRRKo!%Z>kBICjDYY9`j{`kMlv|?9sp1YQ5RgYV8{?|Sp1&y2aY%I0@wG7)bsa>ec zXHR@Aqy9lWrb5dw)GI8(lE^A#zU3j6ajLAAL0!l`qL=@ZEJ2&FmGyBeV}KzJNkBs* zIz}`GE%hmwm-~41$~E4veZ#^YuBCG*$Kfu-*0p98eBc+2W zFMpwT=&fnHI4OI%Cx-d2bziU%izQh2H_Q%aaesFpWA-&sir(#g4=-u=T2HKNV(DL? z=-_r$a8poSaa#S;p@G1Q8&5CwQ`;1x#jd|hXW3HK=vMj+S(k)A*+9}bWdO`%_mVdWBzhRFV$UHe9wB=tEKK~#BHde!7ooC0&-VLQuyq3x(iM$Kh+llA zwJ3c6&~%BIPOu4xu&mlP;JkF=NIBS}TGo9cO0EVt8-lti;v{ZVLc3Du+nQ5h$2KHC zXW0`6gr04(Wl)^oo;v#TIrr3xZ{SJs&d^Sw4X1CyQ@sE z2;<@GNN|%LBNxS~TYj<6AC1Qzg~BA=3@|MxAuHU#XO6)QEEUFb0iN~r{PO6pN)}4* z$vz(AKU5v!;vm@sa!2gZLzFB&OA78G6zP5K7eF~7-L*&dwYBVf%7OwwngBCs>biAX zF!+CZ;+?(y7)#4mF0gHub^M~@swUDifql02B7+(eg6NA+VZ$3EzzVq{FYqm%1 z#$ZlgMIfOi_biHNi9?vVm$*F9{T0jd_ebXsD?LhPB`gPI#*;Ovz=iWk?!YX;K1 z5ivC$ag+nHHQjm6Y|$b&jD=|lrcU*lh${tF-sB08`KivIk{nr**~aOT-P(*N(fz;6 zGaCvFPNM`i-ad(VSOFqOe{jBrN*%M3CW|1|@Naql5`&U};wf-3wgL7Ep>O16O?-9S zgy;bU^uGDikS!HHxycaQ!u5A`+qJEW1Q`J=tUV<0_&GuQDyI<#_`}BOi+eR-{96&O z|I7A7@|j>5lL8OJNrjP;G|P5I`w8L%?^Y^0d5B#5y6WZdyJaC99%P0Z9G>vTiteHP zs_NQId}#tbjF(~&k?cg`knJf8*VqVjPkNQ8Z?rLYtFA1a;^Ev6`vUYJj(vlwncQI> zrFx*C=WOx+%{ab3-5qhwf*GlVeI{bPSV+B?uk1aJDS|kW`~s|&XX!H{mnH^;0@YJE z^WO{nsCOKu0Iz8|yCKMdrnK6_gwY5v6zUwFAZj_=3M z!kS~XWlpV^4(4zjRPVJte+~*Mh6)^VE7}+iI#f?qqJsQu#i`(1qTZ zUVS&|mKg={=RZr~ge~kH<0D8^N5vOgGC<{HtB!`8c7TB}x3hIF0yxL+J+w&pQr7o1 z{!`w^X=llMbI4%R%l9i*7a$7~z6hZ-w4ajp-{j$&sL*%6m*%lFkZGMZt9}^OqSW`? zpbpN;xx9o|DFt)T0DAFXYt-~q#bM)8#BhB=&u0zppAe?bHJm=NZXIf*0OXkP@@V5T zI}BCj@G2}9i+n&lhLlplf;@s>9|7N*h>G?ecpz1&tY_q0*3SDp>_|}7@1d#_okB{) zo*#4dEM{XLY`CPu^cf4S2D!A}>LV1sWEC@AH97oM!mo=#B|QGmZVDX2HL8~vGm$Xt zdXq@HkHB58T3WR_EvnlV%SVlms!HGAVjm#}>rs=lb|-C=9REGNI*bA_wvXD5uEL$pufN?xG zSc<)_+`Ye}TI*E*))oyl4_vY#11nm{fC*B#JKRmct5{FJt9Mz+glyNxX93h9$aRGT-JH%DI(>k9+<l!rwPvu8ESw>s*#^&l)Ss?_UFz?h8#CsHu+4O@A8jr zN8q{4zzM_v;A#aLy*&hj#Z|GPFo_V;40%L_S-#a>MFLhX)qGl_L6KT#wmG2La`LPA z9JNdsEW>3;)B@%#7IvvPq?a~L|5VmC50LckLAF>8)RDii#o6ZGRa7~@bVNjh0NEf& z1XeCAIlV4HE%Ol^xNDf}P|OIf@MxH^^mAT(y{{2U`GC_{lS{OCE$7FeW{-U6X*@mY z_1J!D?IUF9iy!(xS#pZUAeavyfVG6f)k8QcW(s9NNez(ynKySxA<+M(beNk8ArI4+)L@= zHP@=Ufs0zfWxAD)IQwEb1B{h8eURFrE5oo#;bVus6j_-SJ!)oP* z??=s7n)wiDOiFJCCWAvAwIkuioS|npyHu~M1sq}HX00DrWFL`yTz5V>-2PG71EL(5t1?=`AbP!mkN4F_L9J`0GljW& z_a0jspN8xtYvzr&RY(A&sNqk}Yoq15F>_Iu4NUGX+?u{tdY;S>1z}!+mt_XkqG9(y zuN?*4`)yBK73})OUT8X-hO@2xo$vFIT#O9gJG8tRy+O*w<9J*>*T&*2(!_kVH2b zLJ45!sKPg&{8s?-Hl;hLzuu068MPxaCgPu&qXWZMkUFnY(K1h4!z4)sDxm*p?(g>n^9G zzPw+3@V}dj`Me~>H(}E|ET1ZkxSs;%@M+1T@TBQ%f!)DpGKGuc$0yKoRhtNu7260h zm)@!Qh{Ad#$PXrOvU86o(+6)vd}eW%2@WXvwToN&))$s{yNjt$kL~fdzthW5x#WLF zcHbHqh@*YC>#xUDu5+L3mcio-p!~?--xmkjz!_|Y zdawpm3+0|Gz`#)K&=cwR_ZG0Z{D({k2p(j=#E=}jDr}}8f)ePaG`rD^VaE$>-cgn8 z9*Y2}vVyC~%_6m{mf){Q^aAXS2TSfjDfL*P+@6dZ5^hs3#oec0=b>32uydgXZlm{} zcx0fJ5MN7gfU=f?J!k#{JRggkyVKEd7Nn&KcwfTjBZXMfGZZ;p5B_@(vXDe%zOV16 z_5yp=1S%qYBan(V2j1J35yQ&sSZg$ubeTeU_l5IYArA;pvQ$oJYQfrUFZd#jA1OTk z1k|7?EcA0E1oTPDPCse^6QmjM5#DkPaN~c6Pz!kx_dLh#`3L z(i5@q!OXHs2VJ3Xwi8v*XZ91ol(KSiTIagQ1QGDtCj-9dCb;2i8cTOpOF3a&&a+tn zl2A*G=hy)w4IiKlxIf*|?EZe@)dQKQ(VXU{|8CcIv@`(4o*|;~+pMR;ZJQgZ^fOBBUh7$)oS>OHl+sy2^2~pWFR=TJ@fS{LA3W4^mIoPq zlLe#$fb>BvllrBYD|4{q<~mf5rFAoPF31TLsu$&f#fiaxB9JV1sW1(E%)c z&j?maXFA>Ai?-o*c~pcOlq^oDj9(q<{-3QMLJ|6?61D<7l7I(+YW>TLJFaj^WoK_OzFQwPHSnBa>Y;HEDzCE3yLu zdow^qH#@Z7b71ftpz2m~{8QUK0fbM=)5QHz`=b@lccU`?#5R5J2EtP=GGI#Jxc0(8 z0rbjEn}Zcw<;M`8eomn`dlDXt`&7D5KRF@c;uoMDN_mzYAn(@xLfb*8^t0NE+n<8* zm+nr{6br95VY$4fX{%*6QHS2&QK`3!PTMN8T_m9Ee>8xAR;tfQG<%9y)BOIwTUtPK z^jB~%tEyOW`1cV4sCkLd*u!ny^4WjJ9uJf*-2TBnb$8~ofdP%wP7*ug4uyAk@z>TZ z9_$?UaYHnicx3L3TuD>@N|;A0FGO1i;CGe2ykE=C=If{eKi|hCdFU-@R5io`BBnxS z9e(pH>pNNXIVoEHS5EepP+dwiOu(4me2WozyuS68lRZY zd`%wK861&xG{qh5@oDOYgj`Ji(>)8DZ3UOXQ?wHI%YKkAZO|uzzemf$)6&=CiDsvB|1S#SXY1s?CJjA(sOn7$(b?L={qv&D5d(FAm08aifjdKRr3h@=x zI4*vDl?TxxDPmSe^Pch7w)Tp9%uPdKmZ=C_Ks3#82f1u(1c4ONRe!dsUjak-HsFGU zBRFncHDt)#b4OQXfGGF-ZXY|^qWjwc3xTm`KEoAY*O2*$bs)j`6d&yj+Bn0f|Hbw^ zheC^h-`bE?XuuA~DDhw!ZKRjOLoyc(q^$@^c*@d<6bE}#C6vRyJd`nUwcsj<_G)=Z znlFpQ^~b~^@;Y39o27pZ%@7Ow%gAx2xQ+}}jlY~v38P8rExGBGbU@5C;Jdh~@fpuL zZAOD0d6(WaB^XKxh49l?+^6A??K_n9l;vgpZZestKbSNak`@x~bpWARf1I6_0wNa5 zOtQssNOdG#qtDR5YsQ(p7fnYlwKzaG?wu=NS}1F2`+QPY1{p7%@5oW;_O3RkK{H!b#b=*X~Im7;Jp7Ip3qboBesbNI0t>=<+^5$iVN~;1WgKBJw-( zSrG5qe4Xt)ni8Q{D)#PYII-{cPdw~8ia|_)ehb9sMqiXEtw+UpnIIVSnHS9Rh95|j zHM8>S?S&_BUXUf?&63LEIqbpx0MLY=p(NFw*c~f0z6)kDRmoGl2WlNgD2`^=x0w8NLtyI$q#Md!_22X!X?4~LjH$JyzmS@W)zAOfpEmb$N2~+oX6@@yatsEhQlQ) zahf%6oA!pTK%q&$CR#m21>i2}ROOwvK5B4Yj=I?V1)ya3lK~?*h=}s};glue@;%0hE56FeSKr0^c5?eqW-#BcKfdJrpVg5d;Ky+~h3z z6$uy@_pxKa6f*agK|T~YDvA#}`vtZhcc37K2V)g#WcG02r@|fKuJkS#bFBH8Fb4Yy ziZ1F(Dv~riDhQ9;6J9|H)P}yq3=-M0`3Db2vWT8{LG-8c&vY?#6O$j^CeRoCMBLEVQ zKWGDv9g?$OVO3CMdtUIL4c#FVmCnaV~n z+pmIZv?C_esrrr1anQs~08TA?(#?L!|PlVAA^JcIcbIE2w$xCMRjrD1y2t}lLES5b)n_0Um2`2?~HPV`&n zBMBK_(j=3=6i>FK=o`?~%D47Xs=}Z0T^-8_Ly=CN)}>4Pcv>ic(V*EKur4846G@W$ zJJ)gbDtvP}k-^zz4GaNh!%q@IXU zx|o+7{G62`4XCc-|G9nVR_sd{r!-fu?L~LkrmE6KTwWX{fpGGAEc>3+=ixl+3P%*i zaJ*?5dNnn;fj(<)gSr}qx>5`adymAu8}RKro&4svN#cCR1h+dewx7xueIJv%nYS(f zZOdLY$s`?yyIz)sTufY%_V>73 zBSCR@gMfW1cDbf=`MLLXJq-t3gY){TdFx*31TW&H+PSyUF;NXFt%p{ytMP~I1jaV{ zW3aktFF_}zjGlYZT13Mm4;)tF=(`5B<%>#lzd*x;z7|6Pu&TvmABWgg}5egMav5|FkNW+s!tL zJ7Xiy^ELv7Dj$x|r2f1!&-ppuA+@35p6s^S?CG~{Pt!Hcy$Lxs77Vs}35ts57~*Q; zsMi3dPWu&4?ezlZMtE6e_T@H+dfD;>UM&6IJgYMa zH_?+RW&5F#L$XQbBBcyWzZ1+meKSsrasYwKqIq$JV#2^cL%jK&Mh{0^D5K zOuXNEYnq#jFcp%Ep%`UbGCZ1gd2%K#1lAWHnP!+Ip5EjV)gfVDA0mQuWB&?S^FEBg zM5qjBnE1&8Cq5=Wz6avMcqwI{YFl{Q6;OM)$pfg}e%}I6FgH6t0^`=H+OdZ0Bg>9} zhBiq9-TIDRx@zuP(^lZzOFlF8D%vMnZN`kzba;iuGLtL~_l_AB#uIYPyL>&c>y_qg zd>+?aWpYC_oiLTq8BN2ys7NH;^Wi*+E?r9~-1No>mh0pC-L(7_0)2}745V{ZbHuK& zP;#JB!k&4MK+*i_2a1(<15eEqzbLM8jF3yqW#i+-i4~@f)!v+KSpeKs9*(G$q+N?! zxkMwKK(nMRWj_z5>Z5(YP(jcr*v9*qnmI0N`hF(+ZIY&DKSnf@Dmxs+@rlm?8CZ1zw@$6|8T|;pCS4X2ctKHug@Vgq zgQ|!N>sQ^;QQ_(z`A(7{$6mf~OX}fmk*hp)DXo`=tAi~VM942BIhK(5`9&VkL(kZVT8(#lrW#JrWnCJv}_zQdUkpAlw&tPE%BWChL z8FFmqcjEgo?!}W^wAAQm3s9FnbH=iA{H>33XYVu0VP;yk4G}VCH z>L?U=Iw}$b=)?^MEsma>YfI`fO|()0g7}ZUv6Y-Mp)rH58;dVpUxIW+Q_8lp(a+{C z-wmG13Yl-|Z^}<-yLGkO-p%21iodQt%T2%JYV}aWty*Nf-Da?Q|BeM?zrlF-y%Qqz zOfQXih>};2v1NS_y4*IWqQ!QB|7v22pOzLWKZTI`Ty1N66|ajQ4`)}$(WuPTS5NXX zO)Y-3lG5^h9rp<|od~lY1OMmB^2d(vdt-r}e$SnzE>mWw1MQat9FvN_RTWEB5lgjL z^5P?wy;y#8ExdXv+y~MQ{p%|0GF_(?S$h=>7|9=&1C;{W95Unn{Pbmz%d5GBs)l~` z_n+b(JYy&GG#vitqW{U|2iDppK@}jOpc|% z>D?dBZ0B*lhPrEV-Y!`X5e)>Em_(c7j=2nn+Srag#_PGdM7_#2y~JY;Zv_` z9f~I=GAw*J`s{ySt^aSPx0rg<6=7|kp`ToJnSy7rn3A(73i zvCJVtLRz6FlM{2vTVM{}i0#&6Lc3CP`PIx7n-$(-o(8hoIMpiIvh}&P9vlWLimGhq znMSI|me;FS8`Tz10%8G3w`mC0nO@CYca)3$h!=Nc9n60$x0a12**iVKl(rW@Qg1Za zBrML0_!@b}GifiamG9?^P-e%38%*EOioU@tu%V=i`{#3>U{%@MIjjWrYBXR-^B+93 zeQu}r1MH+{NA|D?xdkYC86+Eo@ZU$P#cYQ_PKKv(puPBH`aoeN+lXLL^F+BkS{$>Q zfWJF<^F@tM=4Zf%vE7xy7g5FI-cwJ^5fgp|LJdE%VaWoA6wP2pJ6oWYWEYqU+{+XR zK5}oQ2r`${cn~kqO>kHQB^~{`~CZRH{j8*>ND&3_;APOs0YdCjtyKDa&`mh zAb#h=;w_3drG|wlqhz`_%I6?1CJw|fW{&CvD9s0=LZ9n~{eJ$EMJ!@fmDZD&;$kO= z@Ou;DC^dnotwyrP9v%y+cycN*mfDj2`9dhuL3v{50jW3FHBb%85q?;TsQ(dAX}K81 zcIl-|b%B-dl({pu00EDifT$)+Q2LGi%1f=R%Xq_nK)-6X`2tY9Ej8{AVy`5nGOJ~! z>qK+0sTzX~EbsLjAKLwtdO{asXa#C$MA-0qR9gk@#o1b6!{2kRS~rAtPDYf580abc z2X^~BV>ylT5#u6I!}g>io5_OJW;<<8H?#z70y?2KuRt!d3wT19%kJl|G?Tl9GTk}b zebf{vw`4hR&Hk{rKdy9PS7PZMM_1$Y2G@Oe3J|2~QC`njQqYGo`_4JJ7dpM)AreMf zqRsOOEmOyIcJ5<-btLO-FaL0DlKa+|*FA;IW}DBpJC7Kwn{F7)zfUM-n%2VY63aG9 z@!h9En?etTJ$&PS&ctTi1k1?9_qz8k4^v4*S~gBdO$jUtQ-m;#UNmJAkVh)L=~kQt?5L?HfUdB|F)YTQY%h3OZ0P&82>A6ds*!K-5}BpvjpchIQ4yutxka3?AC;&d zPXdDOxxCa2%so3lrs1cdxn}kdb$e~1e{S`~J^-y- zB){o+$B`vx1BHJ;?vt5_`~n1LOjA8mK;`kHFi;}iF3~9i)(%1@h#IfI zB6uKkyCuJ})h+N6oijK2MW`wm;?}2*5mZPblRy2!{>%}8%3J#H8B{IDEb@w{*uQI= zSab-6#Q_a@9`!T9Z?ZH*FJz2AwPVNlx>)H?=t?d`N0to=l69`gGjk)3AA+%Dx=&gy;VXJ+4X zjMQrdr$`E|Icr8&?hYoCS@Yz!jBG;?l|bGpl3ect?%|oV ztG<^1r@ilfr}~foZjf1K_R2hRtc3+WT>C@+X|8V~U_qWT{rE|qO@AY~;pU=l46*JFQAAc4^kHw64qD@BDibZ%! zJ~R+V+#-&6S%8#&HZPhugSKkZKE1e+*7*fVkdmlLJcCmOmS(uN@k^$b1CHi?#2V1J zrQ7_c&@POOrF2%el=k>8`pNb6-4g>gljTre7apDXF4xy_Cy&2yc}4tLED2F!=*z|S zw?k{zQK4i_GC|M9iq?|u2wbi2iynR-WLx)y;#22D0D9{IQ2e;)OPXSNp2eQ9l2q{kZAr7lOkvi93 zm{L{fiO%~;Cv54Gj2c51Wqo z_(%wo$UvmZCk|Ds?BW1#BX5IU7d0u};dQEH<8L3Y*T3lt>b;l3<#in;On&T@zN$lb z5_e%bh*i(m{@>;GvexPa0X|l@GV!@YJsCYI#5Tg<^?keWTn{BG{Aint8O{dKqZ;SQ zz~1GxwUIb{7~x?%Zhq83^rPV6lL49HAOBliV<+!Q#qy9A68qIoO{eq+bkR45Ian&S%JQto9z!l%|4q4&os@Y)RWCS3A<(=LaI+y-*izPp$;@yr zDDLP-w*~YycHT9h8bNa)QOMx9mj10vG$3{i#NPGGn~b)PwavVyc%DU)Q`S7x_$%|w`rdgxE zb+qtRxBjyk?jOI$Fo95jR#~jTgr&B%z_|2|%=+n$H#qT4MekeDlg4oupO-g&j_n8)sc z$(*dS6i_CsL#|dM0VmSqVq0DJPJvXoYJKzC;j_XcTU~GO9F9c%5f>`-`^UvUpsZo zJ;{kZ#dC;z4|U?d63eLCslP{(RZV!D)vEeAnT$+8YX zFpZAfJL9HCh+jgBd`HTAzlo51esu(GQl+~L3a_Hd3tC-}$9O#QY%L2XMQNn0Kzqtb zoW0Igb}cewt4=dY#?^WD!Mva8!kLZtJ$2sBQLn%Cs8E;;vf;3(OEBa0II&Lifo35= zL>I$u!zwsa*AcmEew*@XQ2+G!$=};8TqleyF;cipltJAd0u?k7h0n4tv9#(Je%j*8 zgx^JA-@KJ3YHIW;kvdqJ3sVqrnt`JJ1>h@#Hz5-Y^(@?LwKBo1&GpeYs(c5eCL5fC znhb5x=mYcF3U@^|^Wix9VcR8TrK!pB$jH$IqiYk=mf)3ad;x!oDj-5c7j(BZTMuhZ z$NXkl$tIhx$+wK1jSwUi7|BLCpzuPqcOeA8I#SpVslbdcDwGucb7>=9K2XmZpp!Ir z2g~+TQOAr6L&@mF0N@=-N#7+7l$mCZ7(e*bwUH- zYBj3OM95up6D7KP!XT9Bt z?X8viB^d8^MJ9P`m!ti>$3X9|3_jY;fIm46$n!E-E1`LdS&%8H&m2@LS309=ufA3? z&;MNuA?rm|lw#3wNplZ^Ha79gcTH-KNqxR`=tN>VXb`%2S*@psU|_E8$0@ZD zXvN522NffvCrrI5|2DMjHilhK|7S%zZ(7K&A0@xa?UY7V?;HED()?N9FYgjC$Qc>L z*q&OTNns^bc_30D>b%HMp;nfgN8)H}A@CtoJwOY6K1%*>ij^s&(+zatGU_(wb-d89 z{wkODebICOj6RTws}IeS2l#3qtp3v9eI{$1*#Gf(x$)cI+wbqc^C<7)jY)YdxR4$B z_t(+$Fq=7yzc}#kE1bHd2l-v{bbBTKzSMJz!0E*?W;=&`?2t>B#zK<$N~5XctG=Rh z4_4NnI7{^65>uD|Jvht_lK0n>Q3pSov?N*2fZLp}(fP6&Q=oaEi@-AsW8O6cxr9IX zGJWy!N@WkgV%`^wIh>4UVD{s>@O0d+26)9?0&(ECT{%okJ;VM;a!v!i{m<#9J!E7sSpCsH%^hjn@AD+0%=2D@c#bh(J%|0HG$(m9 z+ZmbN;l`h4?>v2!-aZ8MO_-AZe2-oUOPSaIq=56I^P>q&K2F9A|rLpwg+oqd|@CwCsn5n>U8zf?v*NuC1O` z8g}NSx3~YuS>vcJ{!L-6{&BM;Q?tFF!NBWN4r4I%+kAk!;&{bmb^h}ly})Cu$F9@e zse^YiG7p|PeErBex%jk0mJ?kyEUl;shG4g{00?F7ilutZvLe_ty7u;CE6?r;Nylem zVo*%tdmze0#Ak7^6b>o8*y8z2avsw(`q9a{-&4ZcVC|q`$+4p*?YdPW9s{Y!A;J1aAYZtd;^)Ywu{)%Q4TO25=9y(cr?ngQB*uDRI zaXCK|6i8~WJ1Fd!Y(bKjGI*D~ncsl#hJ34G$rC1LJjIOzF|OqJXC(Iw9C&O&+$XF& zAT2yH(Hf-!kE_bm6^Vrrux6zE6tLqed$UK0C{*mN6qiyuBh-Yxs;4ax=aV)+6w(ZJZgVQqVul&KsL>rmh&e3XFx zz8vcpSo)q7u*zz!^Pr8>dR7k;G(47cW|Id4{%2MidCQ0Wdk$m!2 zG(WDe?S6%LyKIWj3wG=Pzwrwv4NH^Nw?-A@8k&ErPZ(qsl(y0gT>GbL-LF39DW44G z-kzsbd;0H^4Bv2*oVU@We)qc%-QS7DPr(eB$>jDEslSWGU2a|7!G^VruOT2){uo@$ zC*1p=pNLRwrb21Sa5V5~nj?+$L_jRNLc_R5Ui!a}J)Bfh0#dr_#=VV_>dYa}?lbfd z&TSpkPj+!G>hE(Ap?I4Lg>u0?+=PJeBb>CQ4UEnO>VKa}D26i?m2B3sT`J$5tNykG zh5>WomB;@q!El_H6%Q5iyMSC#qk~c%rhm^5hwgo^&r*^w8WOSV zpdC93<~QW0$NW8QtgQa~Uh^q0>)IC)mXoYkJ5Ndo#L|ZVdxKB-zo#og@eDQQ_mkjC zJ`6@trg5#h#(z&8#~~8}W9H^fNDCZfkQ}f}`0v>lmkTnYl}uh6gw4Ci5U^S2t=^{u z|NY@dpQ-Ies{k!W`?lQHQTS=-``=HaM2VmE5R^)mbF-^6V61bhx z12T?pzxLSK0)J1PZxKT`p?|y@_!1)iv$9Vg>pPDO%A6C9b4v)lP{{t_2cO@IuaEOm z>iL$K8WoTu+naBqCo#XHiG_62kfF;p<(=7NF5Ua6z8%C6< zp1$0}A^SbbYB&4tCyKx=71>QNN=S<@gB^cx56VaLTHb|DSgqNi_b-0mhtNavCZ}z7 z9{$>XctTjA{LRQa3NedqF0lpkNnz%^S{ zyO?~Vv_LVwjtkty8oZUWh<$V($sn_VobbgkB$l%}Y3~{Aj4J;?4-9OO)bR~g-v`ve z)RBqtV?B>lT(!?E3#<0dhvRG9$MLs#7NKc42IN~&o`|jThk<*3Gt%7@nTV~zm;Sy(I1Em>h;?{${>kI#U^}P@H1G`{e0m--_(IO zQA#M%`epe;nSU$@o8Ab-(B?fbd(%*b98_IT)khpG@bN-D;eTOk;kcV2i>MjOH})T! zOU|=LjQY-@?oht!2f#FsM6yv=YvF0+8E zPzGYDmPw95YybHy-xP?74M9L!qzSf;?6qYLcy7Ym+6B1u8 zWZW1}t^SPIS#ZSs*)MQ4!&JgS3-fH_PndrIi4u8jwqLdG&_AOjpco+QzG0+?5i-nr zX&Pp<7%lczAN?g=oS~}4z{WYq zLq>MAgX2+&Zm%xoT?KHWnz5ghoqVHvS9g6M^f9;~&65t{dNcZ1E!K`Sv$0xv&C>Ia zII^ZP-0>v#{cFw@^Ru(vVAWqys+}n(z5Dgop4%4WiMc*@r{7z03lz(v&TAeG4;XU` zSW7E~ek&A8qaTlCMrWo^L*pet)Ukq?LhDOM_CpM*z7Ui2)!eEDb-s*C%LeFx^Omwx zRaP2wK2Kl-H(*?Ez56O~H~g7JMRC8!pU0hsgto0z&liWq^fGX@X1U7zddx+SGNx!z zF@8k;nN5|!I@TZJcdIv?%Zjruoj@94YZ0m7Q(=UHI=b_^)kseC^XQu`HPr@94{<*p zg`7aekQ+Lnhd>2$8T(l(RyC$fFM3j0bQnO9H^Hsa1e$D<`AFNeJE_R}>rE#`C->56 z|E+JO5GHfnywFdzqktWIz?rL7r|iKpSg8eh_#q~7JSqLhYIOyuERO_iRy-s$Z$fQD z(@6o*6i>PNNB^`UG4b$VhY8F$NrPWL-P*h#iL8_DY?F z$1@~?Rf~ZpL|0e|2DS&u^fI$9do2#WOH^JKu&Z{myq?}!_;74z?AOmR`+HcQ907sa z^-^NQ@@eMKIg<@+0J~Wt&0v4Z)buNiQeqD5!*x&M7rgn68#U%z369|`F??}S6U3U? zi9V>)!Xu-#cNo7$l(SyzPf1HI{`2&;ozJqKw;iF-pvDHVUH|eZ*gLAs&MUZ9Ae@}h z7F(;E?f$E5T`kj{y|}gMHc?ts{5tS6U*3vB>-Z1Y12xmN`edYd!#VD@N%+=9S~iKgeE(1E=UVVze^|cXnM{gHG3-KpW))~HFPtj zahJ#Z=0<-$i^yh#sv6@Zg}^=k!XEIIqu0%4n5`Q1874eZ`D;!m@TB1;La_7yE?led zDw+{X7YBK<++Gl~*w!}wL&LJWAyBG&QO{lmOdXR#^Q7fQHL6?Z)gH8;@`$dpH;c z_IqGSG!TziYSMg>eQF$x$3J^oNunKmMm5I)jOs64E=21joM~IM;TmH zmS54an5NM=-7fsh$~AN4$M$z$zpV=>G5Z!xq;SkCqrnIWy5I^F0L3l;Nb@vn@C88u zA2pus#-g6jkATC@759#?E2H+eO2S0pJand|f7-=8jlSr|W4dE{+2h{OQ}t_75r0(; z09&WH=^EIYhvg5>Se%?r?LP<4qnq!<9X>oDjVzeG(9pO9jhI=BVL>v19We&019jDN z_M>BzawhA;3$K$2OU|I#q724BFIT;_fdEe{;T0XllgKsiVIZdEWEBs?8y1p-_Yj$& zX=Q0>V5hn#xbs(A3ywdYR{@%{z0$iodoQzFTSnGV6iLZECCf?qChX|)RYg5py$Pq1 z)|4cxvPou_Ql;^D4Zr*2U}l%uG|gBj{ktSuTv)nFC%DcdLOE)p=_f1zP& zeLj+pkb|2IFDC9XSo$(v1|xXK!+$2#A&f^e8M7rzI}OsB{=`e@G~frssIru$ZKxs5 z1rrG}z{IVzYHSh&@?GF&6>!7BrdeWiuSacH%!M^HmGiZXO^IA?zi{BTrrEtram?AI zt@|w^Jmm*OwM@1fLF7*7gvfx%P*NDvtytT>0wV#l=#+Yht+hS)k_gJ0d&kdDLRMKr^W850%wS?l&4^2Y@hO2C!Y2tX$jGdgb` zmp(|;!W&(*u=CEp{Z@c%A&M0iI%FP9Cq(W{E=LlOdGUL_IIQ(I$YiVGa)vAHj#G?- zIuk*tJM6SGPCA+;>f1I`M-6b+W8wVZ~f5NzxzcgpHyik9-rPO(s>-0UG4I* z+#QP3VFkYt3a{$=cdHclh)Etl47hG>V?e+Y8<@H4iLf#7C&F25MYTK*zms-n7nLjX zjbW1LpjF1Bsjf%d)qoQ5@e7FrcDMPG#=W}M9&RsMx4zn&TUjBrG$TCbnx9r`0+v-E zzv$O%622r_9G6#hbokS=5q*)mr@2eepc6BGsq6_WDv@oNE&r{+vbxzkb*7LZ<&|?D z`8jGUudx=6!_*IH!&>N6-9_WS19`=E$6rkkDSL}Dk(}UA{)&WOyUk*1uf=?G&QF~Y zZe8VS*BBCxa$u_fx?>kN=`PsqVT~7HIIlkCv=5ZD*Z zuj2b?!Y;aQx@>cu>9CG4nedTXtX_w2HC19IIOh*1-<&wawL6BPeId8f80PHfIC(9s zD&hL?W#t435ZY!!XW5xE&~CXk=S0u@neniF;eVV?4Q+|pPWY?OmNJ)dC)lnfoc8^6 zNzWJQsw-ID`8|5Cogvfz$%}+z4EXNQVBR2mc_9;=bWerG^e-ZNpxMVyqiVU`X;o(1 z_0fK2I4to%P%UNA0Zldyf)8l(+Mbb=6=z*9T^W)WMn~IEl10vg*{$7x6wVq$S<3eA zkuBBd1f%ab@u$ogz?Ykd%a&@UBl`r?c>8{J?9bh`?u+lMKbU*Q@TUMF=_p2iXMGME zxtpLP??|VWXbWtSmEEnEH!>**T7$|gTIzV@m!R&tOvM8?cCVtIMrSv5^qwJdcb|D9 zZr_@zW65wi9Nbzlr%*X^JAU{zozffTX}gx!Hy0hdN~xQR2fqpnFI9TV37gG8lgu~-mhUY^adYo$GR{AEy|T{t^u9>zFV9&sDR%E zbC`0hw`tW_Lr%@yHKH-^M>1C4auLK*Y0tc++L&d6)54|h6KBLxFxZc+nUvWQKDWv6 zzW>eiW>ZJFZ$N|gj3ExIZE4lsARy?~L%fKv#Wmtjj!YV#`Ra0WVc@vXy38w+i$m49 z;pKOxkMrDa8mqO^>(!MTkMO1lWxvKpYGS_Y_wuJ2Uz9Ji-5Ft%?bf~`pPf9>sM(a= zhVd}w2S$u^C}MCiDQE12g3o@OhsTd%2gQ!cd(Ya*BWHDeE>F>HB@MN?qp2zO6(c$j z;HI*+e)U^#Q+P@$6s&`mi=eN{cmF}GID9ByOB&|HQDTnV`LFKw)1PSXY@P#p*x4d6Nk>Vr?8gfD6BP1r=r@1PQ~tti+5Z2 zd~9tC{^8b%?O4^nB{IzHEbMW!O!<`g;c->M8gZ=ac3@~#QQ)sVd%tS3_1}9>gknG1 zMgB|bw9uE!3<)iZ=v;4c#mR-vuovgb5 z`WAE41!`v)K9*98d^(zvdTj;_1_ZSxIL0dLu&G@IR&v_K!+=i}p=+xXSpDiPmX|#C8RijC3ZB!)oM-Ie5B~Ths^O5u^hS* zp-Zq>l(ip$?8Ug)3wJ2oc2E~ka=`YmDtdcm{LaIdKc#t@n#He9oo9X=(i*hl;nje% z3Cjigfk*?fT}0FRYd|Mlu?y~1JfX*k3wsIa&2^Fh}gS)-6EBdNlH@^lUm!val5!uhxCt`>yJr9K9bK2qp8f zN^0Tz0%mGKTxO`GPl))iB2CdiF@>Ln+xbMN{4GWw?toQs}5OLCiJQqE6E&uMh2^9AMu zWnyfuwO#X2hm`c-iM&cG*Vkn4dM=MD<7{)^RJ`W7`IJDnM@KHxH)i(AnVFV4%Y%t`fp>b)k%`N2|s zZfm1z6ko?=J~4gE+rKgKYf|+R2w$DD8ShHmD>wJa^qcOuZuys&(k?wDUcUSOTRqR$ zxB==4hZ=MHq-v_|+5R(8-eo(hy;=j$s(0R2RL_0c>)0VKqmeyxxZm%HldH{|iGQ?7 zC(~^s7dgZC_fv!WpE3nAAB|Gc*SMLGpLxaRe14OBan6rK^gtEA3J*@earg;M6$w$T zMH$}Mpm$zZBfxJdTj__^$G%skzoDA4T1rYR7J5{kr&;=z=@Wg&8JB)7NVm8_z zX13VE)*IFi!ps5>**#jQs+SYl1?Et;k$Gcfr8H_ExdT_0hg6th9y0}Z;IqsQZ zhgf0ECa5+PS>B9Dn==LW0$n`Nuq-(GZoD$n6Ok$i!4KZ8in|DQM6dT zuGFyFXW*c6_WKSa4GG!Q%P%C&r0zeVMK@@jy_XX!(?KV(DTQ-1FE`k26icdZ{+0JF za4aIb49F%J+R$IJ1#Z8)<2*#4Bbcg(jBY`wXD!MhT{9UgYnm7g9^}IX8wk_dOgF#u z2<4HE(4@9IM03hgjK;V42CSr&BN)-FxVLW$77`EI?9<2R72eTLD5E%RGpPrNoC*E7 zaB|&|YauT9iI>;p-zhiw$O~%+YgW|BJPNx4^Bm3FX{An&rlO4iKO^H|3Nwjow z4{|Tm*z)BlI5ra1X8Es;tlpSlw66-F{VXSxo4SGaD315}+yEF{sCoh~VelZ0=>#FpP99ss?xZ)cAAJ7nBwK zTrTYWcIpzssC{uc6CKSi?5*jqnrl*FU(MrB5y>(gY33!RzI6gk1@!Mlb&P-vX2Sex zH;_-T<4#*|!=)0=TRzBD${_y2TC~gti6pKaOw%??b-=%Uix(*K{R%LVi=Faz9Y6-r zjF0YOa49{SEjP}Zf?by`i%7s&g$Y9Fn_W}+LdaB}B2l3hVcx`qEN@$fPy!ZPt6HLxw7@~cqsicFrjM!m;IUU^1yMqUkzKeuZzUvv3g z_Di>iV+SKS8^vfp)Lqp!pxdubaoPk0Gt{m6ZG#-P?zTpF)@Iv06ceWEiy;P81+&jb za5v_odmdSPJfF)?Q+_CaQ%kyuX*xLjwkjUW^Sj;C~dyk-dGZG)nv8-N9;MUa_gr^E+Qhh`8Dd9*j20Et4 z$4~u8XzLnHGjRd{M7+aAx9Zphe~G{TzU;S_h}q=b+VjD&1ehzu5#jHiEwS@VIuagyVv5F$q1ES z1xwsnk%s|dY2b|dG!FC1iKKruZoiD59CjD%KUaE^> z6hd=>81sg*MsW*Tg}vCjDy81-6L%&^)J7c0bpru<(tfnLGkASRd~;J1OIM<{Dl5iU zwmOlmqQn6Fqc_w6(4;nN3cpCKuP^P^(xf#5SCyIVsp~_LJ|_pxg@$PC>MzzzwCDb0 z1NJz!f>P|!Bv?9-gN9s$-q92#sq?DFq&xm$_fUS-?GH`h*;Slt%`-JkTqymgs6R-B zx{&20q=&myE5oohnenS5NuY?J_K|Pla&KOg$w~Jb4jr}0D_;(jQGPzz^dOn`Vt)K9 z&5sWCbo%J!e2V(V*mGZ|z-MsqR)3EEiikxfZw9|Ux|r(ktd}o|^<@z`>(E85r+P#xI@{o&#ZdlF8Rn3YgKSZnL z9;Y`aMH2Q}yv~D?psjV`i%`JWsut}|k*`eq*x_kgEzWM44tgvP6)t94W7p*5cgy10 z8ZFkF_L2iu^p=M1nhNVZDw|qZS1b#Evco^>9S=n8L`4&?G~{JpKdrFVC06~GkuC@s zGCxmvo6xl4b*uhopZcR*QK{>|fS>7&qG#lpL=cjclg9D-p)01f2R*Rwf~>WhIzsRf zTZ4}f68SLM2dc?Y_f$WJPgTwrnOm0pdKs6&7-gW{nlLv2L#nBsuyDUp(S+DHbMf^V zifXp4=g>369E+2f)JT%ctUOH0+`&Y{a+zkN1m$=BW)=Ik$R33NC2+ir+UDLJ@pD}V zNX|@pZ7;X#9>tylpq(zOL{}UVMHDVvkFLN=ym1(*^$0~1SHAUp2Yd@>SqCExW!=M@yPBo3&d*tI+t#zP z@*l1)dA=-T5DU@G>81YLt0I7E1bu)B}Fd8nWeFx2pPbe4X4Wr~RwLF)SLHQW3?IP8cTxNm(M zpJ`J`wYf@|anq97<4pX;@0F6a(R3ON-3-`+deOe>?lotCI;H~75e~y!>^K*Uncl4t z3o8xgcVYEe1^b^y{2Br=6?( zA>vVw=0(znvl%T;v#5*f$(h&di#u3i)-(hiTvv0Jr$4bjYjDawR=2nlxq_}?3Akxd zX?3$&u-kH~xa5w#Q*oQuV5yD7y(-Z)Mz167u6eF!W&FImZ7mR`fp2Y`mkf$(QQ67{M~jA;eh)D^2_xt3ru57SvA`C)tX8A`B#gZ9(*b8nz|YNyya)=203rZ z_n#U=ufM)2yuq}fzuc+W_qAj}u=AnFB%@8fn3!Uj*FOb;liDqgtooml_ew+V~gjP&A(es(~)x8Xs0|#jR)z2y! znkAeliu{-08lf0UP*9Ci3*BCj{0k3I25|xyaQt9y-#<_XGW_l#c#w#1{8Cn=DxNXKs=gZ1N6)w83`1VNU#yT!AuDXX zs2_*B0j0228qcd>d`lMhfRn!ZdVSSj&P)&*d2B$B?Vxw8{FD>!6&Rr0R(^-T&18F) zzT=^x*gSvrLRnE7gi~QAk|?5!3UA57abMEqx9j=KD0CJMGA(ItBV7e$Bl$kt`aNxJ zgmyb^pz$?_JYR|cdB4?52DZc!s{U%h=V_|Lj(;IZ^8(d3lPfJVCjqiG;?)46avXxOKSh4&MrU#55CPZBGV(-TS-6sh0l0WF2Bw*eWb!l7+FF|E?w^iIj zf%?-O-{5zVYxz@;zIeperh@+Kc_8D~R0}=N&_PkkYvAR2 z%emZdZH8_=qtXOZ^G_K?sL47YZL56UU#+{OS1?(Ipwr@k7AWm(bE)f@2@^ObT2i_S zcYw=ahgf&TX~BejK0di2_8$@ra?8>ogv!p2&oJN@7hs^v2gjfgsAh|@FWGo2`$zSY zYtrNI3n$isYB9VKQl<*uRGz&TMI=&_Hvc6q#SQdm$%mIe$$bRobN*I7I3WCp!V)ObDGgP0W3w7g%+Cn?x*#i8N2rB=8 zA!86m^BJ=-W3*5^pCZRSzmRoiw^nA_D-vJ7`cpVrl{8mEWBf4kQ7w+EF05D4k&B zC0T?CSJ0iq=5hW&{Rmxa7dG)`hqS@|w01hos;)UZXho-%{!z{&EV7_%0;g<&`E@bd zmWT(JeJ*KN`nsNYc$wG!4FEq@eL%2!aCt8J!Ru)gDSBa@+`Ii}BTeR?1^)UTsB?y` zQDNyu-uJvbqeTWg5bbR^XPcBAPpZQFkg=-iF5ZeP`In#?wog!fa_VXDaq{n66^f(R z+d{QC6&WhRk_0sGWA5@;-P|x5cseqf^eH9na+~@{eXT#w-z8I*|6s7Q?eMqLDRt^4pC;y3O2lCTZ-h47bi_u;{prr**|qGwHDXxG!!^>-l9tH>Bc*6$zBrw739XOC;4?gok_}nrqRT7nW*)+ zCHky6JGJ1F?Y5{V!$-j7T_0A>o9{!ha`cUG=>^%d9k@e9ut?7xN}-uqI3r(XXY(dp zf@DD@;*Dm#<-o5SQ}@*H-GO^+M&)m8t2j0%X<*0$E2Fhl$bpb5188Bxu@Tecrjd~56v@HS9e79&RrAl z;|~f)uBt7p9>4Mw8HbdWo+3N7bEtF0U#=PG+hKy$gPf&|q~fb|O; zBpKfQPfkhoBocoP!_Ub`Id|(dVGG3zkVGsoWSm%0K6Cc?d$+ndUb7AMLL$*Kb6PpA zE`nFSAihr#JaxbJcFeZ;IZ51IpROVVI8~c>*{b8<@l1-)&GrdY5neq2&1%j(eVl2^ zqphs=2SgnQmJ}H<^GZ#)pIo$LUF{u#Pt<((gbE%AtygTy5K^6@h%e3*u^i;TmpI!g z+$c`g4Q^^U7oavfOKrS2Pyr@MGyAWtSNrNE;HI~d=g}^-L*eeM$5QLFI@L~htZTCN zDtRZd_dL}3wJf+~aqZeGxJVqkHnTnaTQ9pXo*Dg+)zYRNt{%>B1&| zI2UqWMOw*b1;t`{u^Ka`Yn!c_PIgavVz#dV8^f(bQP?Jd&|$&6Pmck>*w;=9xCUa^ zyM}{XF_dn|GFf@`+jEXLh=bXHNS70lrU*35O!lZ5%w}mZm0yUiGpfk1E8_LNjr0}S z;@lV%U!x$#4Rl|0*~fSo!RG;_F5M?>CahmRi1|nMYlJApHNr21t2nGd_-e?*z4gZf z{K$?yU{Vk9x#MtiR@{8N#*xn#tgJk%O4M`{NetybZP~KVx&J(RxOrzqzXoM_9x!T` zowTvtwvLxl*|~Y(+=XFwXD=%i%8>OwX&hcJu6~#&`M@_+uGfrLc4D{$0=7SQpUt?& z#EkdU4$vc^rBn2P!=!l_Gx7PZtEhD?}$U*%Y43dcu~eYdP>{HIOJ<3#fgR| ze5B;b$+gz^PH;2S>(PAoQWm#BXSm4R|%u^ z>l^$X%YgK`2mTr{UI91gUNBsg=ruTb0MR6*qSrPt$fXs7O$!=txZVNk+c;|jK zqQRHT5Fe-~&LUWOE(6hsOWU<8ZOn%U%H-@}#+42;F3Ab`Ob=Q;OKx3mvuYQ|jmg%? z*~l?sn9el8eJ^kgeR6J}=#s?`k45Ow8Yb3bLXvyH;HmAgv1WaFwOQ&>?ze$%Gl@t> zA?8nb#>v}RU$VO1tr)75zCVHCnh0L4>^C+`l{h9a2ps;d>t`RUZ?DbYP2x=!leubM zju_SP=K^k9{sVc;lF#g*Tp-lXIE$;bBRp>wQVYw7DZSpG4N}|=9tX1KQiHfXg1UO+ zVH_kuW{-@4K5~7NOD305-&g4S<&xBLp@>kDExJ4b0>=Dwa_98YA>vIG%*=qoue`Il zBzRQjXXP%s>5C3>n)~{+uwfhGB{937rs$?mkjB{K^m?Cr&Dk!m!7Nm$9(XG4on$+e zAHWJuFqp^%0c7RMhVWIGo#WIeSID~cjb(R%8&z&tj=}Oww;o&&WzTfWOtS5kxRZaz zVOLVXF$YMU_mk*C7lC&sCLq~(l)xUO`{E10Tgy1SE8Mty^@j07-wBfE=K}Y~>Q8B4 z1qv$!&4~MFhmjYVKBnM-5^(f zH9CjAf1W}bNV6`Q41yH8adt-^S?tPX2pDs73n<8LcPsQ?X%x3#+3nbF0CwwO6y9$( zgI>2YkAFh}Q zUmvai_0jrYAFcoO(fa@0M=L9J|Mywa84JPSgaMIK5jeK7YG|q3QaVv9H;YGK z{W~~1$cMfE7UW?4AqcV@0CPW^`G{bvquCGP@RibXe%ufO8djU-QQrxNpRVv zW$CY=Gjh#yf_&@dlnXrnDxcsRV#1U!je84?VW6PuLOY+8+XC`&=zn^=vsqM>s4i*? zpy4TlB+n(g3CaUzrFVt|e|kPdM@0-Hn(_bs-plC(#*EDaQc+Lz|1(VK^!toGW6Fy;UG)^iw?%*a{fCj{C~=^{_T3T({9mL n=a23cy!dm`Uot6v{&hHwt!^N$O<~{w{83lEaJE?4I{5zpI#883 literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go index b56a6467..fba878ba 100644 --- a/tools/trace_analyzer/main.go +++ b/tools/trace_analyzer/main.go @@ -16,6 +16,7 @@ package main import ( "flag" + "fmt" "os" arrowpb "github.com/open-telemetry/otel-arrow/api/experimental/arrow/v1" @@ -51,6 +52,8 @@ func main() { // supports "proto" and "json" formats format := flag.String("format", "proto", "file format") + testSorting := flag.Bool("test-sorting", false, "Test sorting") + // Parse the flag flag.Parse() @@ -62,7 +65,7 @@ func main() { inputFiles := flag.Args() - var options []config.Option + var commonOptions []config.Option // Set flags if all != nil && *all { @@ -74,54 +77,134 @@ func main() { } if schemaStats != nil && *schemaStats { - options = append(options, config.WithSchemaStats()) + commonOptions = append(commonOptions, config.WithSchemaStats()) } if recordStats != nil && *recordStats { - options = append(options, config.WithRecordStats()) + commonOptions = append(commonOptions, config.WithRecordStats()) } if schemaUpdates != nil && *schemaUpdates { - options = append(options, config.WithSchemaUpdates()) + commonOptions = append(commonOptions, config.WithSchemaUpdates()) } if producerStats != nil && *producerStats { - options = append(options, config.WithProducerStats()) + commonOptions = append(commonOptions, config.WithProducerStats()) } // Set number of rows to display (per payload type) if spans != nil && *spans > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPANS.String(), *spans)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPANS.String(), *spans)) } if resourceAttrs != nil && *resourceAttrs > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_RESOURCE_ATTRS.String(), *resourceAttrs)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_RESOURCE_ATTRS.String(), *resourceAttrs)) } if spanAttrs != nil && *spanAttrs > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_ATTRS.String(), *spanAttrs)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_ATTRS.String(), *spanAttrs)) } if spanEvents != nil && *spanEvents > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENTS.String(), *spanEvents)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENTS.String(), *spanEvents)) } if spanLinks != nil && *spanLinks > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINKS.String(), *spanLinks)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINKS.String(), *spanLinks)) } if spanEventAttrs != nil && *spanEventAttrs > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENT_ATTRS.String(), *spanEventAttrs)) + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_EVENT_ATTRS.String(), *spanEventAttrs)) } if spanLinkAttrs != nil && *spanLinkAttrs > 0 { - options = append(options, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINK_ATTRS.String(), *spanLinkAttrs)) - } - - var producerWithoutCompression *arrow_record.Producer + commonOptions = append(commonOptions, config.WithDumpRecordRows(arrowpb.ArrowPayloadType_SPAN_LINK_ATTRS.String(), *spanLinkAttrs)) + } + + // Preload all datasets + datasets := loadAllDatasets(inputFiles, format) + + if testSorting != nil && *testSorting { + // Run all possible combinations of sorting options + // One trial per combination + results := make(map[string]int64) + totalNumberOfTrials := len(config.OrderSpanByVariants) * len(config.OrderAttrs32ByVariants) + + // Run all possible combinations of sorting options. + // This is a brute force approach, but it's fine for now since we + // don't have a lot of options. + // If the number of options increases, we should consider a more + // efficient approach such as black box optimization. + for orderSpanByLabel, orderSpanBy := range config.OrderSpanByVariants { + for orderAttrs32ByLabel, orderByAttrs32 := range config.OrderAttrs32ByVariants { + withoutCompressionOptions := []config.Option{ + config.WithNoZstd(), + config.WithCompressionRatioStats(), + config.WithOrderSpanBy(orderSpanBy), + config.WithOrderAttrs32By(orderByAttrs32), + } + withCompressionOptions := append([]config.Option{ + config.WithZstd(), + config.WithCompressionRatioStats(), + config.WithOrderSpanBy(orderSpanBy), + config.WithOrderAttrs32By(orderByAttrs32), + }, commonOptions...) + + println("=====================================================================") + fmt.Printf("Trial %d/%d with parameters => order spans with %q, order attrs32 by %q\n", + len(results)+1, totalNumberOfTrials, orderSpanByLabel, orderAttrs32ByLabel) + + totalCompressedSize := runTrial(datasets, defaultBatchSize, withoutCompressionOptions, withCompressionOptions) + results[fmt.Sprintf("spans order by: %s - attrs 32 order by: %s", orderSpanByLabel, orderAttrs32ByLabel)] = totalCompressedSize + } + } + minTotalSize := int64(0) + minTotalLabel := "" + for label, totalSize := range results { + if minTotalSize == 0 || totalSize < minTotalSize { + minTotalSize = totalSize + minTotalLabel = label + } + } + fmt.Printf("Min total size: %d bytes for %s\n", minTotalSize, minTotalLabel) + } else { + // Run a single trial with the default sorting options + var withoutCompressionOptions []config.Option + + withCompressionOptions := append([]config.Option{ + config.WithZstd(), + }, commonOptions...) + + if compressionRatio != nil && *compressionRatio { + withoutCompressionOptions = []config.Option{ + config.WithNoZstd(), + config.WithCompressionRatioStats(), + } + withCompressionOptions = append(withCompressionOptions, config.WithCompressionRatioStats()) + } - if compressionRatio != nil && *compressionRatio { - producerWithoutCompression = arrow_record.NewProducerWithOptions(config.WithCompressionRatioStats(), config.WithNoZstd()) - options = append(options, config.WithCompressionRatioStats()) + runTrial(datasets, defaultBatchSize, withoutCompressionOptions, withCompressionOptions) } - producerWithCompression := arrow_record.NewProducerWithOptions(append(options, config.WithZstd())...) +} + +// loadAllDatasets loads all datasets from the input files. +func loadAllDatasets(inputFiles []string, format *string) []*dataset.RealTraceDataset { + var datasets []*dataset.RealTraceDataset - // Analyze all files and report statistics for i := range inputFiles { ds := dataset.NewRealTraceDataset(inputFiles[i], benchmark.CompressionTypeZstd, *format, []string{"trace_id"}) - ds.Resize(4000) + datasets = append(datasets, ds) + } + + return datasets +} + +// runTrial runs a single trial with the given options. +func runTrial( + datasets []*dataset.RealTraceDataset, + defaultBatchSize *int, + withoutCompressionOptions []config.Option, + withCompressionOptions []config.Option) int64 { + var producerWithoutCompression *arrow_record.Producer + if withoutCompressionOptions != nil && len(withoutCompressionOptions) > 0 { + producerWithoutCompression = arrow_record.NewProducerWithOptions(withoutCompressionOptions...) + } + producerWithCompression := arrow_record.NewProducerWithOptions(withCompressionOptions...) + + // Analyze all datasets and report statistics + for _, ds := range datasets { startAt := 0 for startAt < ds.Len() { @@ -142,13 +225,20 @@ func main() { } producerWithCompression.ShowStats() + withCompressionStats := producerWithCompression.RecordSizeStats() if producerWithoutCompression != nil { withoutCompressionStats := producerWithoutCompression.RecordSizeStats() - withCompressionStats := producerWithCompression.RecordSizeStats() println() stats.CompareRecordSizeStats(withCompressionStats, withoutCompressionStats) } + + totalSize := int64(0) + for _, s := range withCompressionStats { + totalSize += s.TotalSize + } + + return totalSize } func min(a, b int) int { From b0961268cbfedbbf9533ec587d662d5b3799cd5e Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 12:20:59 -0700 Subject: [PATCH 08/12] update documentation on trace_analyzer command line --- pkg/otel/arrow_record/producer.go | 4 ++ tools/trace_analyzer/README.md | 51 +++++++++++++++--- .../trace_analyzer/imgs/compression_ratio.png | Bin 0 -> 41939 bytes tools/trace_analyzer/imgs/producer_stats.png | Bin 0 -> 24822 bytes tools/trace_analyzer/imgs/record_stats.png | Bin 0 -> 44748 bytes tools/trace_analyzer/imgs/schema_updates.png | Bin 0 -> 182139 bytes .../trace_analyzer/imgs/span_event_record.png | Bin 0 -> 213609 bytes tools/trace_analyzer/main.go | 4 ++ 8 files changed, 51 insertions(+), 8 deletions(-) create mode 100644 tools/trace_analyzer/imgs/compression_ratio.png create mode 100644 tools/trace_analyzer/imgs/producer_stats.png create mode 100644 tools/trace_analyzer/imgs/record_stats.png create mode 100644 tools/trace_analyzer/imgs/schema_updates.png create mode 100644 tools/trace_analyzer/imgs/span_event_record.png diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index 4431bcbe..3eda2189 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -337,6 +337,10 @@ func (p *Producer) GetAndResetStats() pstats.ProducerStats { func (p *Producer) Produce(rms []*record_message.RecordMessage) (*colarspb.BatchArrowRecords, error) { oapl := make([]*colarspb.ArrowPayload, len(rms)) + if p.stats.RecordStats { + fmt.Printf("==> Batch id %d\n", p.batchId) + } + for i, rm := range rms { err := func() error { defer func() { diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index f99c0f66..123ceb41 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -16,14 +16,14 @@ go run tools/traces_analyzer/main.go -format json -batch-size 2000 -all *.zst By default, there is no flag enabled. All these flags are cumulative. -| Flag | Description | -|--------------------|-----------------------------------------------------------------------| -| -schema-stats | Display Arrow schema statistics (see [details](#schema-stats-output)) | -| -record-stats | Display Arrow record statistics | -| -schema-updates | Display Arrow schema updates | -| -producer-stats | Display OTel Arrow producer statistics | -| -compression-ratio | Display compression ratio per record type | -| -all | Display all statistics and updates | +| Flag | Description | +|--------------------|--------------------------------------------------------------------------------------| +| -schema-stats | Display Arrow schema statistics (see [details](#schema-stats-output)) | +| -record-stats | Display Arrow record statistics (see [details](#record-stats-output)) | +| -schema-updates | Display Arrow schema updates (see [details](#schema-updates-output)) | +| -producer-stats | Display OTel Arrow producer statistics (see [details](#producer-stats-output)) | +| -compression-ratio | Display compression ratio per record type (see [details](#compression-ratio-output)) | +| -all | Display all statistics and updates | ## Supported formats @@ -38,6 +38,8 @@ Use the `-format` option to specify the format of your input file. Use these options to dump rows per Arrow record type (e.g. spans, span-attrs, ...). +> Note: These options require the `-record-stats` flag to be enabled. + | Option | Description | |---------------------------|-------------------------------------------------------------| | -spans=<#rows> | Number of spans to display per Arrow record | @@ -48,6 +50,10 @@ Use these options to dump rows per Arrow record type (e.g. spans, span-attrs | -span-event-attrs=<#rows> | Number of span event attributes to display per Arrow record | | -span-link-attrs=<#rows> | Number of span link attributes to display per Arrow record | +The following screenshot shows the output of the `-span-events=` option. + +![Span event record dump](./imgs/span_event_record.png) + ## Schema-stats output For each batch (i.e. instance of ExportTraceServiceRequest), the following @@ -66,3 +72,32 @@ At the end a detailed view of the Arrow schema for each record type is displayed ## Record stats output +This option displays the number of bytes (after compression) per record type for +each batch. + +![Record stats](./imgs/record_stats.png) + +## Schema updates output + +This option displays all the schema update events that occurred during the +processing of the trace dataset. For each schema update, the previous (from) and +new schema are displayed (to). + +![Schema updates](./imgs/schema_updates.png) + +## Producer stats output + +This option displays various statistics about the OTel Arrow producer. See below +for more details. + +![Producer stats](./imgs/producer_stats.png) + +## Compression ratio output + +This option displays the compression ratio per record type. The records are +displayed by decreasing cumulative size. + +The total number of bytes across all batches is displayed at the end (compressed +size). + +![Compression ratio](./imgs/compression_ratio.png) \ No newline at end of file diff --git a/tools/trace_analyzer/imgs/compression_ratio.png b/tools/trace_analyzer/imgs/compression_ratio.png new file mode 100644 index 0000000000000000000000000000000000000000..eb2454cf810d6ffe5370e506868dd39097400b75 GIT binary patch literal 41939 zcmagGWmsF!y8n$!aVS!xL0Y6hf#R-(;!s*7IFzEn9fE7I8d6+Jp@rZC*CNGTN^qCr z1W1tlLw|dpz0Y}GJY3getz>M?%$j@M^O^4?R!2*PLrmKI>V#+t@gJ*tvLO1B{E& z38(E}8G0IOYDieSfSy{uaj~*_>I-tcOM)TgD}lZQ*?3wq`+}UDJtTakS^vh6KwsZ| z&Bx08H;SjDG^?Se4zr?*yA89*Q~sy?tTOkQnVF^B-@KK0sigd`MH!@jv5x_KX)DgV)2)+0)XO*V%*ZpG^LpkCKgtwY$Bmr@f0a z^Ig7{RxVzi(yXj^1^v(8Klf?lYyY2;oIU?n3wkp7QhkPu}RHQg`1<=-B(( zI2kF~gV4=`E<;8@SXAn7{QpnLe@gtXl!pIFDIzHH-zonqTzeTsR%snZ-|LHTCd#AlM=)RZ3P*swD<%{`e0lyif z@>=Y+V0C1Xs3XNTj?-bXnA0v0Pr#z$15SLUQXyw-x)LGp3s(AA=I8G}(vdt-(+z(| z;6N^9m`|zxDyCSz!s_Qc`1O`#<3aEe*!FFz#{u}F#D- zjdlOY=5H8IYvljUgF_6DCiD;ouv{4MfAU9XZTFwMFeDD_FAD4@gw+*V z_X6-_{`{12@+y*C*hv$*-hT-(P#SVM6>+J4r#&ypW3VsbL|*@HPXu<6czBsuf-ig7 zQR3rYnov3IHT{Zaw%Yv)=ioKKJ3V zRFVv`K-M3=&LQguw=qArDLF*l9-2dDq6e^lAIBRDQPt4S&@gFgN@|>fVIaS`iR={n z6F$@lpMi_-Plj*#Z`Zbl!r%d|TLERk8wNo(Tc=dA$5eaKQtK?@n#juQN3mjcdlRxZ z6G`@xNU_Tm!0ifC;LVvf>TDef?luVQMurhR<=nigPr9l%Iro||HPAS$vynvszCq)6 zwk!)%1wczlwu!07l4hGfgW|^~pNVcrTkmE_Bmvh%zqNv7tfi}?S}wc!%z}rv0*6~q zN56xU;OD0@ho|Q)AXt}UU8$yhMP&8Qu4?E)N)qZa$vk-J0=$Hz4L+uw@oCvJCG)(# zn57Qhv<-R-&uBwrlmskYEtZrcf0P3kg0A*Ua&CU-Xs$KO0kB5`Hw6t2k!6RC$oY|* z`6(6fqze2KKB}n0EX#9TwPdfnEoh{=?INJ94v8#BA*akyaPvb|$!&({@4Wa67gTwz zYc|)3sR&m(J1f1#Y5>?SVJT>G=E!zdrA>8b+7P(t~yF0aKjzUfs7^_NZfS1&w zmG4(^kw9I&(|o6)uoKC)Q^^vS>mC=An^Cfx(cO&Jos1K$MFLNkjStdTOLrlqX2|i> zGBfxO14z)pR*-Y@*D;=>hM-f?;L}}2*)v50blrn1{SQ2Hn$+|m^D&Pw%ZFuA*HcB{ zxgyBzWfICax#q`|_U*d%W=+z~Y?3K>CpBniS5FqMXHX8_cQlYax0Zz>Bh4=(GtVcB zWW3;uhc}BxcK%yFL0eM;X6IE?g4xIMQ^7Yg!H@&Lk$|#?XSw(gEg8i66sT@Nq_Mgd z+I)D`>LRiydmO86^0-f8CSbpIrmXc;vdshD0l4lcQRi#%gx@`AM(tH?WztE0gVy@N zw_CwxLp~Flq8r}eb(Nquy31EzwUJ+^9;cdANw}}Scq<_~@2c1{U=XxnP&O>Sm6w3+M(+<1WyDIqK~?6ayX>a5%v<?k_BY z48GHvdg_Yk)ot4tL@nmf4?BSh#BZV)tkI@PHW;2y+rpVz0rJCh)f-;`o14eFGSAxaWn3d| zZ((gW#y#Chx7$f&J@EmMd7B&V0Z!q-hNb*idepqr8Yh4}f}aO#1U)dy%gALr$jLu1-YhIh3)Z7Y z+Qq;{PvF$t3Do5Z+Ms#9hRI%fb9h90_#Rf6G?xPv&@T^ymsB&S4DOfcx9SHFBqRl2 zuL%xk-<}nfFCwSw-rCPI0Jfnq`aE<(y z;{hA*{Nl!%CYh=z7*^+U8RatDF#_Frj&i7pON`#`Ud7}Kh8qMY!&ECVh0_6@M(9qp zha8u{T?l3x*pkbED4?~ZkBprHge-Y;113ybLJD@WjIi)&ES5$b~oE?s!CVrcD<8Rsd3*ch*yZ0#kkbQUg)o#Vzpa z^mJJOPhe8eS%HDf@|}IC64nam+1%0S+N}$|sxv@ckD!_*_G>2eeVSkk`Z!%lmoZ6( z(mSf!{nL{A5^p`Rk|VL@gJ*oeGw(JP(k}1Jh7%z%H^4CiyH+A7DPW$h$WK*13y1t= znK!330Rc`elw8SJF2sVDRjGNEy8Ks4cUi?$zp>g?4hoSY6^goQLrD_h3yBeDz?acB zD)rgJ8))Ic%PCwi9*d{S9HeeB9Z~{)pYU8Fqv|CYw}oT8A(wIcy+}ms2Cqw>!l6%K zug@PTGsigW(Xj&+sZ|PuAA&#(a3&9URhX)83>3RsSh`s-!AG(jb#zx}!%L|XraNXp z6Y6o^!f#^CILXkqM79E1YkpNb1-Bnq%n0KPMhtiW9E8j>tX-$+3-p1Y>*W#=QJ02| zlqY3eii$eBISnrIu+2a_ILoDa38YY<3OqrNzmbf*7-+j5fc$U=ewS(D!kO@@Lu6BFu+4+Q+D$o&1op2} zms=v!vK|j|r=IFy&~^N=0x_Hu1mcLm;xC$(ZuAYz!Co|23gb1&+X);NZr^w*CqqDH z?Z}G=4k;GYTVCwYqxz_1O<<<3_4q3p<`pdCb6@9V(5JI^RAIDJy`*(JpoXt(?6zSB2vEpN^k0?mW(4kca2LofY&qQ7%wMuT z^K8L8^x#CtqgeW3HJh%MU&g?=R5)Kn%>}R^_QnhqCNt&$pqo0!MmOlN^k~nB)al@B z|2TFRMM{j0x}d$fO%Lz1sL0SafvHXNkBhpYCE-=jx2nZ?md}CYrX(Lq6_*ud))h~L zaWr9()^Y)IlQST7{yt8@vRbGTSof_IU?!+_RG)2Wrzoej@oM3))e0UKH+zzJ)?mQ? zc5OA1)Ofr`VU)fguW=mqyQF$VMl$sRfgV8!DRxJ0M>!(9f>PY!Yw9VmXJE{SFLZpy+y7kH5m(q`k7R@UI?z&)En5>P$*ioN(O8u_Y(70n!IF=99X;AXznd2AM(709__^W5pbqzx`NQs%=zA5 zbA3?!W+DLiV`!)qLtt`7V8^=0dpNKdZmE%>X04=?CYZE2P1_Gj&?XNg@H2})s)~ZN zKK<-Fa_8e4^oleSe%{THOv;xoJgx=_Pe$L+;fu95G4h47jiz(EHWBhpAs^O%H%%yk z|7wiYZr&6w?@J`V>dO`jcsYqw0pm#-Gijm-bli$gaSVnLmW zYc@2Juv#c_)&@UZhGU0AvsKaKK@3372^EU~^ac!R?`P3Ga!->2t#=nk_4Syy-eU zZE4{gRkj*&mu>O%XPDno_~tA|n>7a|HY4xZ7No^42o_(o9D+~tOn{lEqAN}xbSQi! z{m<-Z8tr`1mVK$^1n@NL_!Neq+sAV4Xx!9@<@L1)tLx#EeRbJsXecYYS1rT6w(%3~ z8B~++Bp7Z19YA^Ht}sRZF2mZf=w;ul{kjncqQFVlo|lt_+F0ieTiH$FBR9FJ^!w25 zNUwP;Wk*FK9^7GxD5zlpV*0YShk$A1fo#pIJ@XveGdEM_f-K|O+u9!QPY9j8pIYJf zWSy3#dWwZf-~E7>>kJJ;^ug9g`OI4vnfqLXf#5~!yy6v`;?{=K7YxY@TebqwLYbPQ zXF{a?j+liRtV3ceb{te zzI?a$n0rQRd-a@8&rUQ;y`QxD(@~ppxW{%~Wc4&%?Kp5vq%aub-t%>c36@t?bY}U7 zuC~XrSbE`10A73aG0+<_q0X}RRZ1f}L%6wS7xw0%*VV#}>F!UuW=`t^u}79JS&8lI zh+^%9^O{XH65EAq*fj{u|M2FSy4aqq-c{S**IX3eg|X0B|BM>dN4$wRN~K20ie%uG2@?@T!u`+|hhK zC*08wu?!O#v>!0Z+^22P*a;WGNSUJ{fga8OC>K_S)HJ|rPli-8B%z94wXV}6lHT#( zKL0K+xC+()3pZEf23Y>AB!orjLm3J zq~TdzD`&v2@bIG7>6Gg<_#3>bJ7BZadN=)3`Ey&yxywfppKG9yK%I0UG;ri1PrlRyjVca}n4d+*--Vz11CV}dBWI_V z07T=AZ<)FBMeqgUa$#sD7@9-l*ErHG2yxs&I2#>H_Q#+W9JzQ8;N^t^yRsg1x6xG7 z&c==4#HAb0$|y%Hj5@I$P>XX))>2_jaY4XBAOC4|RU*goOV#_-2YwFqu#sC&H}lQ~ zY6FuGimdM3H2|F-deXI5wIXL%V?#NMqx0b~XMf0G}`gF*PpGMc14qm z>M|;blk=O_gT2dbYI;6-64_uu*aT_#oBr0mmH#-Y0Z|Rjeue^Z;+@>N)lWLzK{C^b23eR^7 z&$~?z%rF-xjAbh`tub_}n7Vf0`ZZsU_%EJj*R36XNcwe_epNRx5&Msw^{J!^OIhJ=n>x@K|JgF;U909KZ(;*P>Ds*8bFDz_1>LZ1<9_nkQud{ z*Ou?IyPRd{&6nTIm77X$%aZ}!f=HHeWLK6*r13`Re-tY>DNyAzC4NsHIDV>fitH-4 z-QjJ^Yh=x$Jgx7Qc806woT+|s7IWR?0TZZsLb>*#yF61f{xaj=HW~5@Iei)qx-r^n zR_f00Fv_`%>x+XLyH)0^QD85y*a2b<3ACO#5IXOe^PtIfL4I@TkIUh=%2%^^PiNvg z!x2O9dlT;4)fwv?LGTX3nixUoK$D6Q_V8^tCd-SU4A$>{uj{%cLIf@1KdqS&Ma;kj zD%eyK{{Xwx5c%;hjh&m1dwBS((!oDP0~Mh{uIq!wC^}Af%j<75^@PO`46mL}e`m$90oyfg%uAHOr`S{rhN94gvO@3OUH-B?PmvSeYX zw?Dol2dY_5I<3bj1(ijFT26s?^>QRwRc6tv8+QG<)YOjwNJ^63r2|{|t z@%b}gGy#YK^K5$!=92=Iq_@@em6fwH`}W!c(^O&ia0#_2Gg&J z`EX<|zs<({jM*#-F`T#qKv1E$Y>N)tK6Z-=&hJDfJ_}wC@TDrLo*FqB(kdF|yIq0e z6EM~3T#%*irA;B!={g-HlCpY8_~#<2$3-OIu^29g8}Xf6#8yrYwb+=c;nMStvDUv- zRvOL92E{COTh8YkJ$#uDM4z^tjq~Ih3ylW5KTU`1A&m!UDFQ~7RhK9512-S@`Ki*J zjCF_v21}oONE)<;@L}3ThACARrfG!I?{|ia7(e1i@45JDGtvO4&7Cpsl6rHsP3sa z*V`UDAQ7E^zvDs7J2f}gXr4iKGKs_(sYO_5tq@((-BL@^9FZIudBm++lCJ3S9Qi6b zG6I`(li9T-{IPspQb%TxDo@*^M{}CN{(X_JTmK?2a?Qb=aPinEWC);lZbJJs*p7*N z!>znF@xhD>>fB{y%y1O1VW*$Fe6V@OdDoB=U`L-JDQ(NFno}7=IL}jRsG3o;T|vie z=UUgaz{}UjL&FmgQTdeIxoe3!%=R9$8I0xFQhfavIa}>0HbHeQ3}nk?J}Ftp`=KqE zX*U3cs6_GdurtULTlnhr*f~ibXFl%_6W%IS_)KA7eLNa1<7ulA_Ap`zo5lo-B5y9t zf}402Sxfy^JxQnMS+r5ra0K=M0cTm3JQ<|M#1;7xke725+kjW`$g=)OQ>}Qk?bsR4WFZPE8u#xN#w};JgkD0tTaC8YPNNf_LxS1LxI<_p8}T%mzjXFi{NQz ztMoD^nO#rf!8vC29#OzJU(=r|#zgXhP{qz9iTI?F>Sq{1H9xN-B|*u(aWtRFi9V0& zLIN9dDa_OOCE_FPl~Q)u<|4Go^$Fkb4E4XY44(b@FeS3pVN*>Z!JCWOwKTxlEP8M>31nD^03f*No-)8mJQfqA*xK;p?FtY;M`ST9iOJkiRBz z>I6DndFR9rxqpKHnq52gjbMUsRSa~hyr>`{58>MTLoU{9wQL_OBcv&?ip3K{V?_ir zUOY*0BKi1M{gX)9L!vlTUiS;p7d$LEh%Y%ihj#qBo%A896StUqw3_V-O3NNH<=o$A zPWsS~#7T-p@nNBq^?@{UEXfRk0c)d(D;H6=tfbfT-gyv5(xX^B&o0KcA%*Ao*pi5j zd#$g^W*|LeEAa6Eb<{c|TO59cA*@HV2Zx)gOW`4GJ3{{Qd*Oz{cu4* z&{^Orcq-;$sz6cd5ge2Nt8EE7@Cs^aC zfsr2aG2cj8qg0e0f);U(IQI*dJF1WQa}1+JDjBEkQeCY~43`NHKHFIDHd~d*gz-G={?Z|eYJxJZbXdFCmw3#oV$THAv)EDwF`fRZ1H1nz2#ef_$DDh}8~wPe z0r0}#W=`VX9>(Ty<0j9;RpAGrk)$0CV(Jviy;hVKS2%f@ew$z194Dv3?zw?0q&Ij{ z1kGq5w;c$e%*G%{y^Z9!ZTg~JQ%V%>fcaLOCBy^_pYqEyPzJ>}8qewNz1u3HG+i$- zC0ran%F8)OnY&wZ+G_ni(x4GRmV~sZtRdg7PPH^#9<36nJLF=$NMjV|=yUta9BW#I+`tC&9VKS_2YleyTVld-o(Jt;x+|8+ zSM7hc=W7H+(_$DvKLR_Ig80FfPjrLkvd>UP=39<@weB}4 z-hrc#*thvxLC7sUXa82Tjj#ErlPRtV#ay;vTX) zFRk~8v@|bQgp}88RBa%VrnM(tx28p%FEamp{t4Vgwg)yWKTFg8)yZ%$;g_@bJ zJP=%1A|`}*4bl%EDYfRi4jDE1eE%6C@b>7kVxBk@L_owMSRn77f-zc*<=l$c9F#M9 zt&m#@Z@*{B-6Qh8*^Td{fzsl03kkE-xVupzF}tP3J*N`hv5~x1ZF^&>5^Z)q<=h;L zLAvL+;xkX#(m%Cj;D36P1->Z+wcU~{apTK8%rjJjMT`!1BKBS>m_4lo+*|oS~R%&09!B4wy`44f&dan z(|AP!m}31wN+o1TQAn&PyWyr_a1H-6`DrM;0Y?~^uEr$rnmY<&Dp?hl6`p-(Y6#HLJdqP83~vw~-s3WYQ_C-t<4ruq38eh>4H8PX7D1yyUPD^~AL3=1q9hVE+?GYG>ZA_K63e2WU9!ZfEqQX9;$i0OQBDJKFs5LwtlOxSqqN~jcW=e z%wP^bKDrT$_CqfnU;#RT9WNP5lRJX;IyaYStUZ62>BrM?Pg9R@_hzhx zu<8_;Hiz&ZWPW+B@Wn0SaYU@ii$fxCm)LT_utdOO;Ou=h&*>+EM`rmQ0{Ss8!PZEF zepl)-f8YY_Gx%E3u$e-#m=^{B@$|G=~glnLsHIqGYv!rUJ{`f5?66IwG*@r zQ;#v0Mb|LXi=>Rz9dAkqCn4u#g$WN}l$z}~nKH#m@5QNsduivPlsPf*A2o>`91pD$ zDn405y3PM^M#4QcBz=r7d){oz{;b(yB>XC|XZ4{OJzG45eLi-2F?PI^9P#7068G(x zJLdw6X*^NrfNkDkc1ycd7ROGop;CwxjkHTscQ1{R96z&x7tZ8K?Hr|_`i#D$F_HUN$Mxx=Ftp*St< zasV78q>j*z19W_EveDL&bKwDlISVbPx6^HU9=uW@1H8SDYtNpeIEhn|i>P$jtIDLH z`Eor(jlvF-;gU8*em-D)C%)QTiX`lU9$vGD*a1Sj^y}Q?B@OQ50BsKl!l2~6P(9e7 z!_o!lm_xps^vQIf!8G0zH5oeBHPboKet{dX>*%Pl`r7T6OG47Y#3F`ykkOJ@+<_2rF_=H);0b=Z(aHUw5}eyhDrUhhI3Fs^2gOLLaBk){sHGQ^tXNhEnFMR1mNDu#lN&?{%a8{CG)9 z7_ApNS)Hs+**I-~yrgDSEAn{9J1cE1TU(*Mb=ufbd;iuFv=tQp;hCfFY|@qLHurS& z`S>G44i7&8u$FQDAaL=~_V5or!v4J)>eiyHK75!26WEZ0y_N$q9aUe>TZ>4AroV$f zUz`)>(%yR%xQ>|ab*v(OwU?nzrFZ&x#XGCie(#MN&nkD;?;%i5_z1mL)Il9mr(nVP z3s}l$Lai+!VCS~7ekQ-8VgJj7tj7Rj25^i0Y&@Mz5BVN?AvpAn_UClJ23FU4P|ZKq zkk>?O$Gjv{z}}_b^>v903?gX+?oZ#_r&eMh<$fXhy(tpb z5?mStnD##CrQ28e0&y#8`6ZWe2owX_#A~7#S`Uc0c~rqKsHEE}ERD-bhAwhSZd_{7 zc8=7Jh^V9v!-%}G{h3a9gOGqQVBqNIW4mUD4l!0XYU8Ia;e|A*_IX?W`mG})+6O~B)gWguB+z4gGjU(XlsA)P zBkPmd8kM5saAqTGQn*`9^j|%c7!F;9SN!qp597ajBuREWM%~=6pP?d$X>>;ZEhNM| zSW6-m^`9&Mx7i1|%PFg#Wac=U0_A`B=@k;W8!UsiQlRs?R#<9rU7Rvp#y4)M+SFj!h zDm_dBOVNPsAWV-L@j%|?gVpxlPu69fvaZuN&epm4mWV{3 z^jRJt<;naGMjfn`-9$eAK5}_ zbKyzUfql7n+M<|w(KZvlzDu2HpXJ%`<%1&U^d+u*?M>;vx@BY;S`w9gc6(}l>k&ug zxte|rg?ys?FyLHR+pn)&r_t76r>X^=;fh$45HB<1;23O3T%X}vf=y~Fy|kL~S%B}{Q}-6V*e95 zesF^i@~p|eX~>Ps=Ek`gR^;h}(6kDBJB?y)g^c|Lm~#^^ zQ3xw7Iprt8iFqYmG2e8=i;)j>gK6Ca(8-}eObDgMFa;c+GG80qJvFE>gQ(`!2 z0(JS7uE|rl^YtHrB-TOz4Iabd94dO`$1GNV%shsK5uzQ_bTPNgFMoRET+K5+QI%8z zF~5qjP~=q8dgq}Ol_#P`n@^g3;1=g&W#`5{fI2Y`4<(7yOlEp-=5~=)J-J+&hG$bL6D=qkYGhbslfeiG%J2H z*Rm4D@C=-oR|qsVzHmI1&jtdP8$pb&g=zVnz?AK?Hm7lA4Y2^5iSKBC{n4q`m5%h?QeWcnFw zth2_~^Ew{H@@x#RA@(TY;@iTM{)eV<5$Mr_7bzbMyCTdfTKmHm@Z(71FvIZfR66dA zgL`@e95l3ZcC}(^U=iP97s9fgg`-ncT0(3S&c}OU+cbPq1?K!rjHY&=$$0uYHEA zDDxu+@4#v|t$F58oT^v$DiJ%Z@#%c4w(lm?^1|?^+1tQ8CvyW5gk(4do%dP#6)*|H za0C?6(#BT_tzTGU+<~qWQ}5q4-04Ef*akd#Zg}HUMh`6H$4O69U5g+mzGDidAfnIp zwGjuvR+G^fJ`Fmio=zcF^;3$lIwm}|XsAzK@-(>Y${4T_(9Lc3A<~m&72`4XVU24i zb)GbnC}$MTzyk^MqeNvMj5*Hr+{kG^Wzz2x(3gvT$1oM*VVat4o)ddO(9Nc3n>bOB zw`r6e|H*l|B76$XyP~z*a}aVy_oqj$X`}txazy}>=rz4GL9|7TML?@Ut>z9CD6 zO7Vms0yMoq``i#AHU6N2z_o=)AZpN0EnBdiXW%kL=IqpG;N8;Qk}&i+Re#n5zKkv* z+G~DvwVonZu#$Vi~3KAsbQui+J6H=hq??h*Et*!#hH{@zz*kT&TJfwYCJ@rA*?S z`6cH(C35O)DSF;_wb~qG@TlML3JgZ)D!>%E>*n3n7l(!Y2p+mMhvd#ieh2Mr^4?5~ zR0HV_#>`UawXWbIr5^}TT zOZujXrt!E4WTLr%TMApH-;f7A*TAEdvQ2TB-JfSI7NN&ffp@}DT_U-47t@t{cBdj3 zGS3fR*wR*af5D{*$A#1Y7kIGx1)&$M7cJH9`HY>hZk6f^u0=cydYEIzDQf=(uVP|W zWg7*waT1cm#{dIC#$!p^vBO8sxuj<*zen{?KRj-J9)9D$8eGz8ovAkK+_7=b(k|+^-y!G&+Uge?BJC}dZHqD+e zB9{mv&}oe6&vGQbOMPb50tkDF8ufK_aumud69>!j+2(-Hv%hJ@Dvz5>p5NE6*InaF zd}g#Yiena$bUstB;MU~4PkCua`KS*=!6JMdtAX4K4nlo9w+x#O#USWq>5K@kS7fbZpU)c{km>3PeZU_#fV;n zp+o=;?kJQ826-+4MxxXxE8O4&a^v!oVu4y8-z5j}_1?*7c#;X%25t?IyOmNK9p{ zqhWh=Iz@e=fTz~?LJY=?hdM%z;kE+5BMD=hS!1;e7+$-g`x`B;q; zqD*aZ6~FUg<57gPF4mXj450Qfgc;R~B@TONTl>!80VDFQNuebNG zY#`i=0L`4yIDez2`uJ8YuIi{l1h{V3N^^Urf2ifr{Hm);!Q-nDzRnYVNvwFOVKTfy zdv&y8;Xj}$4D=T?DPf>N(?I^uCy@dee3BOA5f*bSEaA^Bh-clQku$iLc$Fktv+TYT z=WM*ti#3TyCW%8cuko5dCz3PvXOnQMh8hS`qc1+LCE(s`mnDSgx9yL7c zqj`K8FMfZ<`FG(`=?Tt@cx~zSDI-c)1j{Q)_mx7D&JPdRIcraWcDRPA$AyOgSV(I zB-V3J_lJuHN)3^DjH{B!*!PY^Js1GI>%q^|Yoj@2+d|_=>j)Q8OyD@c!|XSYI|q-Igx5;DFMZORMA^!hMP*?c6RQcG3F`sF(vO-VQr8=4m2ryYSPwXt+%1tEPnM z8<1HJiHpM;AT__VD{AE!7^dH}Kf|`=DRCpcw@(={R^V3vromPV$s+TF1oP^!YXYR( zYfoQR?(^idR*yajxc7N`&}wpHBjRu!U+{FDh9vQO-K!jrP{kYW4eRd;91$PaGX!(S zy17f4`q8ZTqe!yZI+`f}0l?D^BVnviFH(}K#dOh4!dzyZko`=rj?C+7x_wL=ZtUH4}p@OU$0W} z-YUfQNHX3qU#{_O=2X|-z^#iRVkmtXdxj^HO$+*diW`icV8#80f^Q7b;eP_Gr1suW zF6r4;nLs{u>T1Bs&!^^|y)vIWF)o4}NrPX=%uerY|CA6wNZTvguq*3j1>2W=H(b*B zqB;w6vs>u(`yWx_xTUbJ_T6oHZg`msY+qKlUvk?mHz6e? zN?l#zMRBc7F-hTmqtIBjO&`=G?KZl9=Ubgw_Lq~lMs*sXJfo`Bs9K?MWBk;u@vg~0 zsJ(rYSvyxKdOF|s{nBadCATI65KO1Y2bM}jPPNR?UmSSg9|y?JJuA}CFA?WYHJhBe zV_oEHBhRLuR8O_(gYOn(GK|f+mojS_tR-I=5ZNmFZGD}&v$tRL4A$NF6VEIDinpRM zu!jdMrH-rGS?tEgBkrVMq;%NLcsegv3&XI>g1#T%bhon}W#wWwc{={@{c_}VzOc(m zlm8IFm z7fo%27kN2FXBx6es1M}<30p`TPn1ti($YfUjqR2FhoUPJDZNhhue>wQ@YH!}exWjUX+i3^>9s8{y)%3v65WV^= zuM>k$<{nA5pU7&wP8@OuN;e#9A8Uq4dwmy-?CrOiKB9#4%`AB00PNTi>;u00;}JFM z1x{J{cI!3wqtMWbe1BAtn->u_C#VI!pzHhX7Q~K_gK-J=6n&ol!FK{L7XWh#N|yn+U)l3_QrXFYoCqjpZu)T3Zj}pL#(HKh%bW|B3@JR!;tmXQAVtG!!)Kp7~&FPgBwOfsP zK3vURjuKkM;h*>{^hnWKZh>$`GRYmbJfxDSC?3D=z$#EN^?^;LN^#h?;xiu_7OXHP z3mVW!9fugvi+!Q~_#={brI}_nF0`iIhNHDCS90-)D<40dvOh_2e7)NFv6i3#R;`fM zmyL~i5yn^U31ePKD?^6EA!EczXQrHmwR7VnuxVafhBk4>jY}aydKjm31+fP;=%;2^ z_rt-O4g9~VEsj}679yi*{KTlS&=>TVI${S0vZCj~ad-vscR)olWTQBMxTaqtURtt( z1i#<6;8to&e56mxQ3FwHE4JEWAim$S4~3nNdh;&*N3%sQlX6v}A(?-n;pO5vTJJc9 zvlyfUCf}uW-OdS=++4<3akeGkC=|Bk9GN{!z?HEy@>I*zTDVBADT_If^CFKXXI>(m&->oTIrd&(*BUM#QaW`+DFxzX!a z8711T!=-{#I7hW}Jj24oc|`P*nooBz)^(#Gp#r`pd%M=nNu!5+@t&1fkMZH{QS@QI zLnX(bm~V2f1#&S;7I7W*Q{xdY3*vpFLK5);8;^de$UM7BTkCEnE3DBsR?CASZDjtN zMA1u4$7#q{P^QGy`M$5&`O}vT5Lbwb!OXXfsCx7+a_KXjHS>?K7;0Agn3vc}U^IeK zlIN$fU*ppDQ`2HVQW9d{F(~i{S58-{tG()ma_}nMPc|8grmH!}@*&HR`hNgaE@+JZ z;?vp~<735OM+9pa{;dw>rpTw~_PR{kb<@^RZu7f{1`NXxtRn z5@#!Q;FdI?wwAU{m!E~kO*nb)L(sU1I-`c|qcuYu8Z75+*UWK}WKC}K^z$G1GDXHR ztM=jY(hri|Zw12h_JF9U6C-P-k-X6YQx@5=Ejr*6A&(<{kjyW`J#49&&2aHZzUvM1 zTN^Xu%RfqFM^#W6DI_uJ2E%KP^3( z+BF9`McY|v0R~ltCh@Q9+oH~L1lXq^!Im!>G;ZnuiE{a8qLQV-d%4z%fV5c4khtUfgQ5qLXxReLDAL-TtRy-7WB?H zHyT#MAA?MmYZ#GTffUNotnzvJbd}7=ed`a=_-@oI@+JaK0vXRcca;f5r5`(ijzqW?QnQI z4y^%KvxC}Mw(IYace|rVy>{x7m=gb?PfPGvbE2!~M+LKFV;1ZC=Fz()@bcu5`3Tul z7Le`MHoxva} zvKuvO^_AgK%KPv5&ow_+;IRn5q5Jo50a!q5g4@$osL*q&Kr18f$8eyG-&RdwRBGkN zR(~={Lnr=+SO@YLpmZI>bh%m~>v&SbuCCYMUy2VuLc-aJ*_F~%d~CD4rk`Ya^rv8i zIq~u$jY{~&9Su4QFRQmdU?`1I>`_gO)OPaKW#FOrPs*kI|3Y@&*mNU$sTB zhAibV*cWWq^f369?iJ`76dS_6zM<5$6w)iqLuDID$xR=2PT{Z^3Gfpii(!P}9)KZs zW@XJNnk3k+DJ~`ccMQd9BN@Ogk5rLPgircJT9b;kA9PV%-XbU(dTv8k6BKr9c-`?f z`?ik2w#Efr^I7I$5X0Ki!YbBP53G;0kPf=b_{KM!yVl#|fs?5O#ApZU!ky!xqO&$C zG!`Fu*-rSQ*9oa9PK1r*m3I_?`|A-W{iD~q_xOl&4>Kk5MGcRGK~6j8`gx}1S^2%q zMXNx%K4h-4=^ASV>g`I>s&nE`N76OZ#l!Mb@(j6bmDr^(^u3=4`av7<6RSrY4AQk& zwgz;hxyDmfMyruh)%$Z38y)XA6f|%CpeS?iL#j_trx;~iovb)O8($a*Gk$11D-&?) zV)KvY*x*96ku+3g@du}+(S1XO6iWPTyxK_B@Luj$XJZa3C7csO($v~V{Az)W7Jz6? zBIcgEp3mp;0-h2^$)CyAa@lNHOwn>vTr?af5{Hu4QbUu$hOBkxUAeYEfvLopf{x{m z=~v_6Le%`yz~6bGEI=>_TNKxogw3WkieTyVTmOK90(?0zIz?r`f94K5oMME%_0{Dw zVumyfW@uYNHER=_R6RJ;pN1GAwk)3Sfj~)-{2ecry_m6$U8<}z{;cPRWf?aMy>!d8 zzr$<~p+vMeKp52Io;NY7T3<0M+e*A)HKa1#=Kk%<#h3xM0SUQVi26bdAFLWU_Gi&oIU@jPg8*UMDeITjq)1OAvwFZlZsSY z-aDDdcuC)r9uRYZX+F<;TZ<0)eqNTOxQ5txGvG=mDKt{TvWlo^ zJFjuIxcVKE>a0iEMJ%tX6zsD3m#1=^^PS|2*A3|H$6)pLBqvZ+mv$zWU=NewG*Jeg z_8&jhsel?1!FU1n`AozbCxsY+3otd>k-B+^HRb$;bXF?1=A)U=e1rb0x zUX!jC*i7MZ2l-och^Ain_Z1BqwOF-D&Y1vPsP2TeJTgl6BR!|16XjpW6>ukHpzm^(a z;&aq}8SUH1=u+(Pgy0D((+ISHwH!sa5q-_JJ(mkn$9#G6@Qm7p6_aolO2RM2f^b$> z+O}a$dAo#7amQr#7n(0ou=V!L>?l|wN_2W6&B7p?wFE>F@wM`i$gtz}q-D$yE#{#* zC|mWy@|#9m{!J!L^EhdaXe|2oLg;$nG3~R+ZJ`08taexb`W0U>2t!_heCAlXB&Q51 z0^b!A8+4aXSI=egot7cktdx}d2Oi=OBv~lnTOvYQG!Z=Xy}k)sTo%k_C%SEEYHtq} zxcHXWyq?8zV~E5J!Fm;fc)z;p!)mZLY6rKExE)Nwjic`S;57}a#xHJMY=~~Xm}9K| zU_1Ivq@%_Mr!a8ZbdO0=wnOVO3%gar&z2AQ{!9 zqxY*sZvd@{C-kq@WP_uIxreC`JUR@c);?q&3yCMA!+KdO_c6xKjkJ=UzWzjr>f0<> zac7?UK>VlKIImrd!98!ED3ATq#i_m*swK{hwpMzQBegr$>xu!#g0{g2+mgra;0+KL zXVFW`(&JpZtVY56F?F@dmaG@C#~`H+nGAF9G=>4OnwAF#$l$5nv>cZ{L%0c!!S_)?Odr3(BUWc2%R?+#|+%DNfZFfFM|6h#i0|E{5 z6WJ%7{|Bwf_JWE?VoHv&IBFr^%eYW9?^Gx+RVT1ay|G5Z6LB=8^U0Xvj@`2B0Y%6X zvVWq<>`36g!LD>jy`}Tf^!M_2^tNSKEO{lP;PnQm*L^+oeu}83%vEc^prM=f57gls-GhVe=Ig{Xr|10f~)GMJs+>=#Tc~3HqXj&v=)n^ZCCC@tIv#=Bm z9%ORf*XmK+%HyHPKc(tfN^Vw9F6FeDoCY48{^!1uH?B5rxM9Ag?jmzGPWg0zX8%fvWcWu7SMwfoS#Z5;;s+6tGu=~6h0&EAXuBjiMUWW4yHrrJzI?q+ewE#m#KBnEMghXp9Hn9$w zwWFE)yB$eO{RdzL)GEA1e4_jK){}RvJBz-kSOS(4gZ;)|%PB2q!>dn2zlC65EoODj z#VM^(spZtQUr|ZsgsV^Ja`+|Nvo*P4uj;wbF5Q#+wP=gYWc9h%X7t7jlL;1TPt0oU z^3HC)DKg>jDhXM6+t=93k;rK92-Ed;d9bLxO-Of?wXZFUJ%M-WuQ=~xxwc(C ztEKEJF7HomW_a!^)tgvkzm+LfIE|IqDve#;adCQ;xhv*KpRrB{LC^B!fXBlcyj;NX$S3ki#SYNJDhA=vK~ zirG{Sc0}d0C%mjFNYj|cd&g2_MmfgCj7?K+WM)oDjMT_jD~2}T&Qz267TrxS-MXIk zCeszeDBqyu2DeGFT^x_qd~7d3KmdzUBADCZVfA)w5O&pwMypi@Ccw1~QUd{EGhtq>+k%hy!Y&0N= zib1vTX^T4Hb&+UpLIPRG!5W{k$lK}b?oxKIi{Ezlz-3mj2%a@xvH4X!Mz#f}}=zIXV*kF3*UvR}grkESvnx&b(R;R0R61?ID1i5hq}}S&+|MxoULC3>;puv zXxT5b4Y5mt);|~G$)yhKPokzHsLu`K_$XdY>pClD$XJXLeo~@V4Xm4zpo3K*LBXS* zIjoe1!T)N6j&iPexHlqq(Y=<}){eWBBvEW>P!+LW*^X>u@EMI+6`2n=QU9amdwqP2 z6K(i~kLZ*M2cJpWo$hC6-4$pmO~L)86;r&xTI?!WqVF9VgV zKH!@Xy4{XbOMS`Z55&j7|K4A#eWpcWbw|=~9$CK@Bd`AOG!o?5iNR-jO)4p00|xH{ zR70Bs1E@cf^J;rTCfQK9kJ1|p>fua>`T z3u2t9ANMX${ocw%ND9~a+E6JwOXO$o6v->HS8QK_b&kRz&I8{v@`z~bb*KIKO!%ae z@F+I2n6O2{H2WXUWzVGkq4njFFMzu0gqE!+wS)oE<+H9e@^LEaEKes+IHCDw2tXLXR7w=^-dw; zN|?5Ch`)Q>Nd&3t5`c>PmlJQ#aRRFmSp~zrprHn>K;C6IfTG*y6B3R6z2IAeQr}W9 z2MpgHW?OUfVwQn&{=pl>nyYUu+7vy5$lT%(lQTNg-Yeyk7&s|L-hxrA3|{WXsZoyb zDqsJBPLTis&fq)F(8h8h-(3hLKk3PN=7PSeQ%;ai>DytRRz)53G|F}YmAe~ z0%(^XL4PlynHRfk7Og)vXpP>ohdjDB@t26AzaG9wN5o(1C3dR@uY7ZoWjXc*o~4Rb zHv!*~S1Zu3R0CS~k%i@VC_c>sWo3|p0HfgBe5Xyn8Gjs6$T@p8bK#kH1h;4bStx6C zH8I`Y}srMK9 zl1xu|QJzlp$Sz2p!0Ndhy#|p;@V30~g{}Bj{aMY4H0QLu^VHKcE=_;}{>9qj}nnIFXRo3&(MAZ;=%l zktxzY{xV5ylZmC2LoyUJ@dL{YPz?!Qz{`~@=*Sq6waweA@rQ@HcPdzBNmdXKs|Jl$ zb|7#hQ^#?Q2y@wC=v$k;N)JSQOI}e?DT|F?)^fempnXPP1!I*RSUjA0w$%aA}=NDpLYJ<%XzXe}uYaa7{d6zk_aFP2e!!|?DUC3d*= z6Qg6<;u<>WL_^iHfI2G*N--Q5QV)oo3)bTt(Dl8h10#viyDG-<#WUD%@;Y*?M%1E7 zEge;O_j);{;3(Me72J%&AfS^Xs*deWXk2JA7wW_Ky$oap$wt*_m3;GDjhx@qzuSJ4 zhWwL8)%?V>-kGycd-ru!W&JrU5+W^p3DH_{68sJB_-Y!yD#Y1(y#VS$f!$HqJFJ` z+645SLU`W&knJE#?ooo#3jFJ2nE*}}stMp^8PyZP&0!064qALkql4l8?gylV1lT87 z*r?oRKN<#C;F$=?EY=ZR>7r`)lf!@YEga-DJIic`C_ceuX-18U?LBQa7!JE^9r$$K z=nFO<)zoCo7U}mtqWYwHT8{%;NvL%Tv;5|x!l`x(&_&z#ST<{qOXOuW_&E0>akY3V zAszX-DCEB;fL4Q5-0y!IVFLUMjALpUM+om=hZ9IyF^0*Bh40U4I53N^PoN1WW)p}T zfFgykEgQafSBHt3Xma8b-)@(B8`X`c_6sh5@6pUcVNL=Im4_EFN|N+K5YS?|JjLC1 zY~q>HYm)O~rTr&+waEJIPy4vMKfN#^m6###aA{4my`{)*7jPNe%S zk4(rPlZV(vNV>BQ?jaeBE5K%Y-k2WFo9;v-lB8Uxd=`W>w|sL^Rher^UDD z29IptBsD}Onp@Da$PNy(7~dcUQO%{nf(bf~pI#`Sm`~VvLi}L%`Vowz&yNwWCFF-U z5#x?$!N~X~+_FNkBX^v(VO8=P$Pu=_+FwAd&;TRc<6NN&qwrd^IO@=1pwM+=K0x7* zfH8(N0+?D&h!NzrWc(7#rQGcHkY{A)k^j@wf^$P@i_&$sgf}ty%3!#YNl>QAXj$KW z`}z!Y+5Ho3N%}kO9#R?*@<1*Z;upo+8s^&V*KEGY=UUh*Z+L9V8A z$-AEN0m;{10XP6tEc#mFQKAAV2#{aGP z{D;%)4~uQ7^srRYy}lYxzxVXwS4pFpd_W;u4WPWz)Mzkgr|kBK`5h{q`|f@1zCddZ z7K;e<{V3V^g@6m0vWF(H?*q`6C^VX$k>IG^!A37wy;!Nk@1DgQHmNLZg@uBOaci9D ztDmaKsk|6vA+`l;VGt+WeG*t|HjjCL2zKHR^J4iDNB&_7ar4a}&ZgN}m=hwhkBOj$ zp3A%U5@6W4K#}@vN{FDd3^s@dvgcWQ``g}@tDG~DpJ1D4N^KC5P$1A7ENi22Wjidg zf)o9N|Dq@T#D&v08xufZ`mFy<`l#NsxksQ<(h4M6Ft?uaitdsF=*uhT7;$san73!g z;kW!8L^7N{n;)+1MZ+eMj#)=+ZJL%QBmNc?PWg&%0^G)rolrA=Y3;`H`Pk)X?s-9` zdUmyYzG&2bEufg!l>KYX_uD45Ni-Cc^Gbd!e=J|9ART zd9~5`In4K(Y;)H7E}S9~@efAxlsj5gp$5h%iU6ysU33MWfkPMrLk2D?R;4* zk8L_jRJRWUg=VtBV7s|-Q@0~Uc9=Sam6@yKVy`n_>FHcu;ywicmWb2lG6e3pY6mNe zTMHEZ{1LUMI@aTU*Yp#`^19iC_Aj~u4+bW7$X0M` zyi(^|)%u%wwybJ&m_ZuYw)`cO3$*42QFNqIOVMWc+Ab9A-kB#(sA%HTR%0EVaoqU1 zBD6?f4Q32G4y;b@Hm&Y;?slybYi{#ypvLkYI({rDdWJ-W?Yb#RDbaWdXHh^nM7x5k z+4)e*)9C#tdSKueKWpnrF|q&}JD93V%vc)nyctapFdKe3P>0$K+USfE>ADoEo_=1< z6IFWs5KsXYMCvU9j|0Ur{Na$}gt3cM<+vTvhD}4#J)_6MIVLPp(miJe|CT383W)o$ zW)9!uNAn~uZft4;md^}uw;rHYx>#WS2ebclx88KL^|0H^bq(e&cLnIwUe!bNq)LmcG)ums_w!+&EVM29VO6KUNW!s5P~vW!y%U#)^W{z2?Ppw~z!_ zgVVGbT3-u9dLo+T9;#jW9&;w#GZ;wkW`Sv2&34y{nME@f&-EBW3xv*UptF1S+qF(0 zCTXD=CU(UruaUcbhTviC+Od#pNQYLDty`QY)3aH@tMC1FO0d1t+e2gNm9jpyu95yn zKgr?kehOWE9@t(uik<2QfNaPK;oO?o#{%0LbNLIkphTBrNj_%#qNXfQsI^EcGty9zDiuGgbh)?vfEc?(5nH5t($RUw+v z4`kVSsu}Bx_hn~&M_&0^yJd}b&oIcCn`$0nT^#1#C~0&I1G~@4Kc?S)vm=|C zO0M-^uq(6T@Ll4ru~lTO_`{prK+J;65lND-sp9tmc2>p)un1wKdBbl!j+UMNwVooD z;zO8bwsY}`xzfN@i&dJIiZ5o~ z*y0RVY=d994`WqLgMBild`*VGa%u>trDizx5Y>Afwbhpt<{@HP#_wU+)ODdri@;=m zKm0xt(_jCb{qDMR_9Wkqy6aOuZSQ8mqf9Um>`@rd%w3GC7d zr^oz`m0E_indUsavlgp7JiJ>Q*;tC|<+U0n(MBTDF2}O)X|qqVIjK(Xr=m6j%+bqW zvz5EYiJ|@npn5H29=(|jf0)LqpgzW;UXbnzRr*n4r**fK2S$PK3~zW5?6+z#2-m(w zJlHTX>@$0JKa3TY&Hxush`v+7Z(JcFF^YW|)K_JJFfkTGpH9JaCSKP-Je)lr*m6Aj z9*0{g`#C9^pBur0zu8xogcrcQu}2_~51K?Wb5y_2E6ih!je#r}n&ieQJem&zst5BF7QB?rb!19>bFqpT`M>uL{-R$!p!;b2+d_;%Ujly1UKeEIKRa0kfvO=}i-<_<^f^ zLvivQF|`ECmGMv!2#}A~!BJT-!A)_RME9=BvwJP0=_t;|f`QPMX7!)Y79q9{`^xTY z87LUv&p}eC_QzO{zvc&&kf|+6$viFlCwXA873>M$R~-)e2C@Dg^IxmR1i7GS|lX8CE)pB6w?)qp2mfaL|PlF+W4>2kOlM)DlHT zWR!2h?2Fl^2LDUz>Qc39sbZ^8NHHiy!QJUP)e7S9>8Q00=R|8uI`6=PY}mpSW02E3|If_=PRf4~>Q+JPYVhk!c}cRz+B3BCJuJ^SEyS<9EE_hddb+kg5-bCl_k ze(6Qd94cFjV1KkS$%STJ`LQ)|nDKr7Vrv^_qR6sUvJ!{Xn-$SGGw@g31TtAYX^)w# ztppvrzUV9hxFsNb-yq38)lbEEh80=c1Ac|OlQNEc>U2J9eqgx+X&4>iF!QE_a7AS4 zHBHRZMSEz4v~7MuZ6|r?WyKZsins#3EL23~ARdja-4V-KG7 zt1E3?<%z_Xn|{!`sg4ycV~trvn})S{F)O}xEatIRBZu`^z4#o$YwtJu80JBtCWvZb zcCAo3L${FVp9>4T&b&`-tqM+Z=p!6W^eo%ov}k*mzQ~*XzO6rs^?sWB%RvO2;Isim^k0BRU!nfgI#PV%VN-)HwFN z5%PLhgrL=O8{ZgOS4xNo0qZQ=kW$}dK z09<@3WWo1$Rw%!YzF-a5m5E>69>evoZjl{rfq=$T3Kq*OWeXclQnHQ5LwVYDDaqxFw2*50~;RZ@#gdZI*5WwuRC4;d@(?kejxH-0d zGxQO~(n4dT^vFgVQ8)YX(5KtrG#FFpv^i=r8d!O)Ha%DO?vtnUK!g{Nh<3ogit4Tz z_!K35x6`Go6{`3|+fdUhw^EiUu?Pa(G};$td~2@@aT1$tC)9G(O6VCBb%x93i_qA{ z7#k!VBdHPEG*3rtryNUN)7qxqszQl?)foozRoEv#&bc_SP^C81a=X1EAL~^V%h^bk zb;S2{N=b5XYtrCOn3vng4@tN7}_(P?>gmb-B7$ww#8E2_34D)zM z^tVdkcuo#BCxPL|u-x0=tGeVnYW!j?k_F{z@i_y#iK!z6_^@*_RCU&z7u&lWP*M@d zi9ZSFxq^*T1jYJeR(?H$9m=YL1Jxw2(PP0J*KXtpsG%&aq&<4BfVsz$%hnsbk|!)y!T@*1L!J%4{rmDd{$w8 z!-yzWS^9EUxDRqb(n<<P|t*(kz`+;#hqVo^rQ4c`SNtu6y{2G{LMy3YyEsFvr?V z1`&i4eX_3oHD=F_mE=j7`O&Yqnl=dEb{g5aFU#Gzdn&TN$k(AyqK`U+V&Ypo`*C4n z{NO+1#4LqBotsyi4jkiB+BY=vKB3b z(klR)p4#Bzdn6~OJH*`g+^z=0{YyoMD2##vEzp0)Ql@F>T=Mjeojk!V3DL zRoCS5s<7%4OoD)ACD|bLEKlVWbfv~CAm2HVg#fgNEoHq&D<#-Ec3;uz67o`#G!0(b%Rz$+`U*K~Y$&(HHT9P1wfc-G8!%Kpu zes8m7p`%JoV!kH$jHcy*j+OazZZzTUuW#nyR>d@@lvc|ZDjEByyX}k9e6+)cSCW78 zH!Nkh|Cnx=+9BC7V4`S{VVUrul8$2cbx6NL zKU5HvB6)wDx2ue|W@GdL5wWAz?wX40Fods`fu&nxlp*uy0+-zTcOo*t2DAv^{Hxl< zTz~+!y4dPg^1If;!7g>7&U z0Ib8Y=Kq$lpVEhFzN!Du(v>EM1OGz~Kh#+_L7kP5|LsH3$}@?0hz@R9$KyP z{sKBQKBRH8cV(x&#(ws4EMd3Zh;lwJ&Wa^6)$>kS)V_Go;dWs}?Z&`La&NZN;cwMy zYh*9bVhJ+iU_$wqY}rTJGMB!!Yo*W={8`r&4V3GPnwT!K_nCm2J|KMM9beq&|D-Cr z(OU|8E22T8>lYOLW3|%0HycasO6q5PYMzMlCy-)!tihEM-hO{9=-%b?O`-vv^6$>6 zJ^?Ew<(A#!W(V^a(xtLk$#Ius+uB%B0kWZyTv=G5i@G;o7z9p+?C4`CT5d(JXrLbX zOCgt;x8F-+V`o>Km-VTkt0|;%?+FNNuCuZF9IYO(5%P!h0D{f?nid()gk3xBS$417 zH>Lmxdp<7rgug|}K4Bl?$0`5&=Q$)9?BG9^7rK^XozC(~0C-2%zPP0uYi%?!(L%51 zoktdm%BOloSSK@z7nE^q9{N^>FKceq4y+&gR&W35TcvL}MJPLAHWpwoy?Dr5X-xjj zTiI!u_yYID@l(%RUzzvyoeKs-bQpRkch`ahYDKU7|7;TRBVCSF8kB~AabdVSda)mT5@@#0m7qy3_=Bl&1 zKCp~ba$KtYe6X-l$NgH(|5?9$)AX!>*t%tA;zxTT#6x1%Q(XHc;|-^mIM_PU%kKpD z8=aDV;Ci>^`%iV_Mq=BoB+zHsYRoTko;lw3bJgFPT$9@xl--2F4rdC`Z0tzM(v=}T zfT>?L0<0;smP`x@-;^b{fT&gZp#P6N=h{wIiDHG-;aS#$O;W?fhZ7CgMD2U8s-4c^ zW5l=yPHyJGNyRMF*ZoX~l`v5`k;=w?-8<4Ce@~MrEZZlgmA1fiN+*ZwLC0D)O?G}4 z)qWOQy{V|j^~pM_{PS|L&*-b3wtwL#&bs;>5tF?Q^ch{@K}dF3;7+Hm2vt8?!4&C{ zvn%`Yt7Ej}^lf{zO(1DSb$hsW|5v@jyMBmT>1%fG3W>S`(?U2>e`ORVb9)4I{Fh=| zbo#@HEe8P{Y;;)H3+6q)TaJ22oRbQ}*%}x_OJ656ywuV;3%hI&Z2WfK0ixS1o@_Z_ zxbBrE<@%YtVPyKg6%hV&;qn5zs3ybm@p`aP&vm^D3rx>oP=qQJds)_i@^|M@Ayjl z{s-bE_H}HnGJAbRzecfdO(j`&n1DA2!{{4|!&PlvlM%4HY`F5LLJ7@hik%H~)DfSA z0Mw|BnMvOR#!j{foR_*(*N5uu@l{^?nxJL+(}wj>)8Brsu)tpw0S*dA$L6k^Ti8!1 zHIv{+^_L{s>j2J~OfZphHCb~Vuf1!0mkCb&Rw4+p=g2#lv)eUd8Udh^Rl4)s0XUln zNLy_LL@_=kJr?<8gf$>xP)ZiWGNl(ljr2s@Ogk6$eTbtFZjcY>Cr*ccrh+v&`PjzG zm2l@7k%Z^YGMapb$2kH=T-_6SZ?>_}a+gH#JzU0-CL>j_^EJy@ADI&F``75!M@6X0 ze%sS6#Mcp83S|lG1l%iVk3cE%hpJaD z54aR$Y}A}eC)hc0q=d$xivy*&zw9ND3^@Bd;4VXh4|9np2$9$orU{+cmX-K#$tu=G zf%fQbufIMOMZ@!l(I8+nLi?5q$FksXU@`!ZvSxrnd(iJcS^#kt z`~yG={R5CT(K!ZQwBVfrrw{$jRqdqyTdoTDFG$L%gY3tHH@ra55K6*PzYh=E3rE?6H77nj7DrwF(LK?CT;JmDFz%12gvbEQ}Y&!^;Lto zF{(geV0P&>LQtq-Y&pql)zrmdLKy|ai-%oc$AJ-yW9qm-)TF$@^%zTAq$TbyX*)-{ z+JL&m6t4*xgq@3!eJF#2NWxfH^n=;iQR_;rWs6;) zyvL;a0n#5=Dj03*3?JisH|!pG+IMHtT>?BNR?F5jWJxI5ievD8!fZCt8fpC(7VZCm zMRZUMs=4dSu73b%0fcV`Pxsvq~y`dQ7;bk*nTN9 zNBGhg>sf~{fF?kJi3Tw#Y z1o=cM2f~57{Z)Bz(P2R#CQm6FOmo>`*pD?IXR30k5eXBCDH+yDebE}S^ZlyC5KzFi;BtV@Rk zcgyx`&Y?GHo=!>xznVopo@uzaxVgBv;Ju%=676*I6fKt@T!*@^cK@tX*mriC{A~hZ z`w&>I*lXl`Q3|#VHq)k6_~0Icdh8Q6oYYwH?p3zfj-*EK3g2#=Wpue#f=#F?IMLyy z((2m_dG0#8%+j-JLWZxkD5DgznVa8U$%l@~kJ*7c>qKozB@_61Lx0H#D4DwJqgvf2 zK(l!8K^-qLx6fv-6~~KTn%_-Zs0^RoK>o*ghOFD0RBwB(uLhBtRbR`%D zYY}U@nVU}$fU3G*Q|-H!?q`z%s0Q?2KjPihkexe%oLKbWDrmuZUUE;w4?c}G!p_nn zCO@mdwNZq$LvW@8K%_0QlsoiBv^-f5bnNI`#TgTeb@PGGvXjqm)iST&;?&p`-SD?! zT{p)D)5?O2ZR8fPDvYN%)1DPfq;Sg~O@810^{eFB0L%^v$Y|Y?((z+r*ML8@4!+=c z=KbwvcBs01EE}1(Xu+t96)qaKJ;oc3SMn=;$^!ndBtSRm8tmR{s3KJlZKsM61<5~^ z>iBqbzSpsqEu%B`mT`-!2j^au&Am?~ZrTy*d~qGYDh{9N<;ScC^soBMFyFF~LfbfE zf0%GgVr9gSKj%r_srS-8I`+JRmc8(gjWf-}x65KI?~?9uxkjqSH zICujb75!Gfc59IT6A@pJ(ILeAdj&1mSKu;k(ag2;pZ6*IRB_DX@AY<&rq_%qG>we@ zBxdT;^|9XJBZ$^#t#jE`*P78xQ_hkGu4*`_iY)&QHvRn!C^8~d-Y;Q7CNq(@52&Q? zL5R^#Gok!OY&=LX7eS=g#34bs4eG7Lk_*r8RcBJb={cx%ORC6M%ea`qrK?gKft5Md zwl^8HSZ$jNjcx;^K<`S|+N+W#b!CEzsI0g4cWCg3K-jQYdT{)sHg_#qIyg(C2SEB^|gO?J4DbA}C~ASOC5=l%4EqXS8j ze>{5fWo_~NZuK>>o(#jjtWNd4X-me*rXH)lPx(CIe0hi#?Ovical||R7cekXbaGPS zZ)2s{NAZ8mTl$Q>tVkfTud!uj83=1XThPp`lr}$H%Oyh%@6HdKK(IdwFS7M_<-l(b zK9`9VVEWA0W6zv!IYXMh&NuFQ+9DlDRPIu`Ui-GS-hGR_RP)&^edamUdf{kHh2*w$ zn!0b{q|xVIo8lwSj%TYuN5RAF@9B+h^;)cJB&}I2g1?e(x?Abjh@IP%A=g}+C2#a6 z88=*WxX4&uK+G}zL`omAN96;g&4=w(=S?pAyvZ<5^`Wn8>}$kQ0{)? z^z5gprPBD5eOLQWJV#=h@z+ibt-KE3hE zm@A`Uaxv@#&%5(vIwq8rc5+!OCn%o0!H-cb5S7F35d*^KrQD7d!gHWpH}L*u+w-K1 zLwqkV6pW`{+^H>?y5do$zv@=%O5y89bU~n!z-nnXX(k+^uYI@tMbPwSeAYT|)@nrE zr?m1L9+;<9y@}OGXU>(W9Dg`rWvZh#0=EXFbd+J7HYphz<2s7k3_EHLMDhL zh-62PRLH2AJ7{aWs1R|goe2k@zAS`@?+JWW`uCRxA-oI)w64QtS9+Il>pxy7=pRDL zW5s*LdfTXxdI~-eh_-ZLrH#47)JXzAdwh|=GnicxrklQTKz}xR!sjE}LLd@snO1L~ z?|58)ZksRA615t!I=SyHiaBsux;uZdsOX#Ab9%@Bo1djMQ-2d`bUmc#8N$a)STNX5 znCX#O*SC4Z(|Me-VR-DZ{k#5 zt+b;4;ABCUjF2sJ#dW_?VHIM%atLuBKTy`nw}d7hrMdsuHCyx0J2uS!jQRzHb0uCf zeOK6-;0WhEJoK)h+(fCX>XsOjHPWV?ShLKEuP-tn>G22i<5Jn?a#3ZJX zygh~Jui1F}4z;%5WVlaOf;g9q gpWOR~`{!X`Hzj(V&Yc`2jawC2xW4ml2(dY9WVPYCRbhto*{ahn*Ke z(c{{l6g|12hicl#7;bKz4+l4TH?na}77aM|oPNXa`pUN_zko-Nx| zK_J%U&EU@=`vi;H+>XgEGlEK>jqhqdPq&(}nbp)+v;yA4#Lv-_qY&0As1Y;~9_F`$ z;0+pCMhfN%=bx__!J7;5#t}u#MA3c3?}ELM?1k~oP8)eBg0uU`d+-}>aWAZt^hGag zB=lXq)Pr|EyBV_gslK^cx^JNgGtrC<3ebQ@a!*by3^wyQ?AsAs9W~;!y4Y_#z|SeI zas64go-e^+-%TwrPO7_FnKm5oQkjFLJI6r8dc3aIsyj z!psV*po|&;$(|mz9z~CduOhxb71Sp>wBKjNWiIP#aFF-9zcU(4r;T@fXOeSEm@P7; zfRLHiGnsk!%e>KT(WAg!-*WP0CtK<;c*D)2iB7x!`eL`4@MlrrMF#6eYe!DsjRoI3MHn)2PAnSR zgzV7V)qnNDc)7=HIN*0ef9jXy=C(se9W(4q31(4ab^Liwl`Bx=u~3# zB@jzZg{E2J+VV+a>#f<5uwUgyEg`&`b*N*qlK04~RJkv~&iZ&|#4}DcW<81+*Q=^~ zzkb;q7>`HX>?#GjEIN+K-1pqOX1_&jIj_BRC@<7lC z8dA?^ow8GHoZ{^m-uGuk1sTs5pN-w6DCm2v$B#vWT6urUb-`@_+8bk8j8~^Me0~5j z33~YP(T@rwV`*J{t8tO-J7Bw_hVP)uTp3w(aB_|vQ@OI-#&0OJI;mm6njx5!{Idg7 z(q;_8*CBSqM!TNZQsZvla`m3+dD;l47hEKlaIE24%^9a_!&7$CNA##lf8T_ms`qgJkJ;FcQ z6xrUt$0cf(V&D-R;085v$_p9OvZ{-RBgtr`HQKJ5`xH*vGi3<$!2Oyk)iD!UKF0Mf z%gS>`)CHVqtnBF>;PAoU-;{|6BHnGF@CuE>d%>@kw3xwWVIAEMhc;JcO=3QLPV_AC ze}wDlJK{Gerf6y75BlAeJ|-_$ay+(jyZ}Ngz^ZQZ?_eP5f64{e#M1>!rpibQsou%Yl z1>*m9$J71Na($bq7)%?Q3;?z0%!oys!85vVQj% z*<&PQ?X~7yYtFjqbS$(ZQ@Xd&V4*~)`Oe$e*C^S^)Q%SqWvoV;bl5cRtI8y-pPHM` zi6vtVr)Ph%cooMi=s%LVApI8W8M`#qFJgS{%T88v!USLMC9!VZv%n|-=wZ=R&?;`O zpn^;y>K<&^8fDJ=uiFO9#^$9HBI8o*p^54 zW8m7JuMOZ^Xd?)B{}2ZN?cT^sF5+n@#1?0c!wrZ@@Nw0m$QqYNhY^RkmHoI*<@}_P zo(zf#Ux}UBJNjMKXx%}3kjQMZ&G#j_JXjN~45xYwCKiWutnN;SHv+@3>5%K0-o>Os zirbER`_S#p;!n~o)jL=B$?^MdUX2KRH!o?;K8_Fr24NdAe|)7MlH0MLPX|8>10F$6 z3wTTWNeYiARuf}XwNl&<|DIyCjX+IOhb<^IH{K1G4O2&;k~=Y~7g_Bsi#3nl)51Fw zMy%RtWg5Dy3fG=(1&Gzb;+s?$1n63BXhmsTIAuhXnZ%%W7F`OFvAIo)V%|UoPR$&w zc7$%5n-w^dtH0*SANUmgd0EIkLb^cw=Ec%&nf>bfe&zQYPeOe6G&SRvdj@`&nQ6SO z)UkZ1sa{M5h+Uy!i`#x5)%>L2YVe}gO4@`I%uUR3P#*prpu^5LSPpwIqG*-0cGDB9 zZ)I>W5|&s>DRBkQbiJ1A>sRSSUu4O{1KyDelE9W+ zrXsOe8UX0X$Oa2_*RFpzYaXrK^~ZGmfy(l^E|CTNg1zvz!qSTiJbR!~Ht^oedj`Sz zD!dnM+WsXiw`cfL!UR+`ir1-uAcEUonII%JHmZ70*_+Ip_&BV&Do+3 zd*l!8VGogTqn@}h%EFSgKlk^@W9b`doU;0LRH=$S@qGAx<%&yvNxJDFTz9z+aLEMy zRNU84(rF?5iF=8rU630}WTWsnLY6mkZjJ5*3S41&R)4^tUFOl-dr1FnlM+5lgtnCQ z;_4+}+POB{l4qyv#!sH0=1poo3?CnQx*x`{uoB+^N5Kmi0#Wa1fh-a9k55(`w4?({qe26t}SJA0)v(B&!GRl20>&_ADI6FIW=;3LD5o4?(lwN`J- znY+uu7iH#^Don$-Y!<}{x*15>>f9cVwSn*RWDX}e#`6R8)**LGY)8T+!(=8!AgWO+ z#Tl;h^p$>@KDW#v!99mM2@fIs@cCqk9Q`}&UYzl+PhN7XR$1$LGRh7|K9$Wgs7t9Q zw4`-1=CTT?ifhA}h;CXoJ7*&zZ@S#)FBMJ?Oh^$sRa!TVif-;VD>4{cvHo_}Qt;hF z5C^$+PvNcO!M<#d+bSSgqUG#><~p~dO8WjKyOs}keJkJd>qvP}zKsVf>uPquq1m8; z2L_K!;iY7}-oul{bhH^SlA0?O-8;7w$#=5*uBR({Qw6OQmyH^c!=49gdps|8sni>1 zLdNdPPSQ`WmPS~(U>Dukjleq$dnO=uQeaq5SBrRwiKbE~EzJ@o zADiA6RU5p9Ql!TLqgAM0Jg&o8>_s)`qKyHy&+fk&o{G?1HIV5V%s!5{pe4Q^PS6!M z`ihBcK2)Byq`Q!a9~N@P=-RQIN~|lM=j%}J)g6UB|Xah zyjjowbx-DBEu0g0XtiP|r^r0`%K;8GVX5k~0rwrC-F)=OM?rlaGIs^|oEAb( z+)b>>`#rFIF4OyqA|V!;I{3C6#)BprwjUCmgQ9034)E>_?8RTtfj~OPNhwE@CZlpi zZF)pPbN7aIA$jxGxqC_sSKl$jI!6S2*G&If`SYWb(;$J-KPc&(JB#H`L7A_#9W(Fb ztL<1Ju|Gx!SvxV&mlDr+VT29F&1m3LP1yISgt0$UcVYhi8&fjTg(zUEBS%rJu~aYP zw@8+QdugsO7M2+ox(TuLj2*6BG1%=V^vt7~>a)an)YfzD@w5^?Ug3S6y74@!?a$go z?6NKmYsB5xuMmJD=#%dzDj(U%zPZ0AKY^nouWxqIR}YF-+{sK-NM|zKqMW3DhDW~7 z2fxjQ)#7f!rED;e24V?xMnrV1I2O_UJ-zy~GQNYl*BADSs$la{Wb)&6yQVL(XO}&t zq=!VUo6jJoY=f2ye_sBSo0pd!{6e|*p3NW|ji&P?AikLcb4|Jn>Nq}MBJZpQ=v-1g ztKG=V(3q6Aog3qMCuUhmH|LkWV7krN z)g<)~!5Y6`ZfE~PusR}R|t%b=*S0{?6nGxTu3 zH93N+s96DxSzmT%;4Vwg_tYLai?EB5*RSdxd_Ns-GI^ZuBvctC&fJvkH~JExA!a~F z*J9_zd6qAG3BbrM=jumG8uyv1-mr_18`9N4K9* zMXVa;RD{I!pYo&B=z=5;E`(a-2^1g?zi8Z^qi##fCdQ(W%dZ%UBubf=C+*Lp%!ZOI zXu6ARuUIXyi8iG)4`9Sq{U1yIHx?!8L&c&rUpOnU^zU!ux#SwnA2P3-&);PUamnux z`4fVLDEepTquK06N6zG`wR=F5>5t@`bo6lL&@0iabrs;NK|+;g57|voYq^&^#-X_KRcx!1u2 z2k6(T;!u4RH-gBIyFq^x4-2^YX3l{o+$b-B?aGmK%M=G^_KsMD#j*#=mbD((ZU| z2UF>i%Pjt+Jz-j?a!0&+!r_cO-De+?R+GUBu#c*;oZc-jyXZt{z23OBZC1}#gnrB_ zAEWDpF^XEw2`!VwmE(L_ZU;WbZ3h2jzT%hYfj9o6DFsFHb_y zle$wdN+%kE?2i?=ESEVUghlG;^SW#^siiyRKGqJu5rSvlH>xvUtrz<-pz4?%h$Cms z4wd-jH`Lko%UqtcERxw7s`^!-v;8-+)Al>;^_X~m$fIOuX#gu;?_UppX>5EV~~c$blv(m6#qX^{-0v#ElKk&dtE;7BT7f~~^( zV?X%VaYB>)n85J0DMmE{>(C?PEp?WBaMgI|!P+fNTU`qxw#F=D3lN0diPu?4UNd$n zOLs1jp%y;W-*R+>V!1_(L7^rJ>n)YxPvA_`@0s`$44-8N6my2h(O4umJn`~Sfd|-MF;b?fLcpVUY1qu)Nhd<7%K)e!cu`>PS{6O? zjqZ@v89BS9;9jW8-ewzz@g;bYM|OM4A+*RUu)r(oJ!jIN)^q^^VSBRC5ZXH6SJlv>tlLE9Q;Y)`v#Vs$a4spj|DG4*$MnPHdz`Yp45pNWWDp@VBc&>*K^{ zEyTMBlkcN>6(fpGf~5wTJdF6q_-nlIFI+aj3+loiARceG5bMGZ>eOk^I(mVSazJ5U zko;!v46xwEq?rA}%kbm;Iyz-Uj1@}zGAONlh6w_2ZyjZ<03eA)>xLa#NKMpysHfQ~%uo^-Y=aQP1kVAaj z}_Qqe}zEooG7|`Yi?Ah}kzRbw!)ek(&Su}fxpSeb_#QFLOEny)K=(%`QHlbYDmn9dmQBg&Gjmy0pypI!NwhApIV zM`zf%r(fYS(OS!kkc~pVvHkx~j zch|~U(Zen_Gjl6Nj%Tb2uM^Ms8y;La$&#_Obc=`8l}Wmv6#aKfnF+G9Yb>02&ni$L zCJFZ0Pi+To!n+O{aPmfJI^B1P=w%hrOxHWE(s4PN4_K5^_HR^?eoj=H(@8FSZLwTV z&HYwJg)2Yc;tU>q@Jgb-v8bN$@17H0y&gCjoiLZ4al9;?Y zIAvxN?x}Tv(h~RO5_HIlcj7W*#+o1 zsgn7cKX^TwUC-Fhc2-Ry=u9u0+1x)4`&A&onMXL)z92L8b|_IbmduzL8MqfDiK#uW zX&A6r_jl6q)g}9*onRQ&kxEpLDO7U-0F91&H!EKelnf-0WWZ^MohPvHc#6;Y+4sbG zB(-6fje}?aEjF1K=8*BsSCPM13oHN+eX!rm0oNc&=Ny~ytH zp$wL7Q2MEkm@(C2O2xn=d+qb8iHbrW1za{1F!TtIn;x$v`x77JeMY}(#h~YyhtBa{ z7aVKza;W`C;R#>AT#KkXU0xH_Fd?|S40PVzN(v9zotQrMTi-rXOZ-F9d8v8rCdu<8 z3}pdSFjZgY$eI+{zRAd-PX^l5%#?Eq)P~lb0#RuR=b7zlJ$6&ICg$!`Ibs_kboV~( zPDwG_25wDLX(#p47_OP6R)J%$=3M}Zm|u0Kk|x=lUH?oc;P7;%mTZx45mo3nI=&9s z|GoKlwrAs_gMmVbeaBQBY^{Mpmg7d6@QzAA={i>!L{P5<8xARpnzmSWu`V>s_*_&? zW{%*=et$R@GGXYsNPI6!na_%5+QkA$19d4!=#hGLJt3D62*~D8{xMpTX_@)sRYlkK z9%Uc0m1(0&ee&lN%gC<^_hBZGLCG&u!&?=d{89lO7tS~d7S@Iy`i-rBtTgx;2NJ0$ zIcwdc3^2vQy)Pi-?Aw9ejW8|~g7RC_U(1A@`6Nvn01#DIBrW2O{_K%8s9|-^msCWA zWXUyqT$?`~QEM3;FCtG`@tIT^XUZ(-@dsk{rQ1K=k>wjy@0~lP#+9(KD-mbS1boZd zbvTw@)^I`vRA~m$+21hkQ52Jdj15bYvX;q`X?FKJ)-&62T^zEW@OngMK_N_Sz`wNe zQ2ATfG-%+j@Hzr%5&ZnE?r>a7;Ner^fJZS%7|CMRKpbLx;0Y&&OvMS5*#5_lALT)* zvI8$#d+)l5QwIQFW$4bGgFa{w@_lqS5-&*inzlPNPz9hR@Z|VX)Ah0L)(ev2p%Tm@ z%Wt~!j4m$>e&0|VgfK&8Y%mCXF0lu*q7=`~&ezMNE~)8rV}1F?HSPgcz)NMaB{p!% zo)s9C$yJMDQ{U7YgF)fwhAf)I7+kY)$Q%c)oWTBPy(iZtjh=FSYO=Ig`V8`pT5h>? ztw5k?@tgm&wKP-6&~}X4#0yA7_kcKEHuC0#wU4VzThg?(uLXgl__?p)rYv8^{%`yQ!HM}Zbl?8pd+T-$G z{)sanZWhkRA$q!zXQ*Py@As&qyXXPse7$c5$?93o>c z{y8)18&}40%FX^0O^TgOCpOy$J1hTLBu@rViQJ8j7g~D%oTXOczMWbwd-!0c-GhHW f{{L{e>4b*A9df__LrB>f>c`-gkuLtGUDSU8_Bt8@ literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/imgs/producer_stats.png b/tools/trace_analyzer/imgs/producer_stats.png new file mode 100644 index 0000000000000000000000000000000000000000..1b6e66ef0ba14f5bd5bd9d257fef2fd5fe0203e3 GIT binary patch literal 24822 zcmaI82RxPk8$Mn#>?EkMJ0Rhd2EX8y|Nw0 z-hS`X_tW_N{=e717oEpB&p6NXyx;eI-Pd*9Pv|{0g@4XpK7Z!SnSYcNWi`*7!RrCb zdBlX^|HT&%-NDOQXH5m^Gud4Xi{KAab6q71Rn;@s!7}lgv%ywp@Nuhv-^<|l%o+UH zpfg0^l?wdcdwcfGIq-TG_xW4AUu)v^ygm18`Ai=8{EU>AjFJ*~)q*>jo7*`*ws#4; z-E{&s?6=a^bHS%i4`dHLBS&a<$vz?{r1L^WmQ|J@w?CC>KP#l=CC zkI&uRo!4EE*WSsJ4=N%e!pASbCm_HB*5GmWuyZj%@Yp%C|8FP1_9JWV40p0}aIvzt zW5Mm$#MIu^MVyTdcc9<@{`Wo25mtYWWas?vX@L{u!+pXB<>lx5y>GB74EL_+Ju8H{ zjh?KPEx0`37!punVc5_0|39DnIpSYi>i*eMSU}+KE&uxD|K9Sxv$>Ouy)8JTi^QKh z^Y6xgfB5f)Fh1Ow|8*t)cbR{_3$C-oc^KdCdnR!{q)IF6%$Yl9lw_r}5ocGENZwp( zDmuMUcjWEi5kP!)D3yZXTqfimD~y8ws^Xy3S-mS)`Ofn`4U_lRfac%Ozi565ujNM& z>3OzNmg~gC#8PZ;xv2u5qVXdvPL9Qu#zyJvb`5@Xk)5mA-0xVe9y7R~QQf!j(OJE3 zKi-*_YcDS3De>Pw=~9y;RAHUbHAf@w?HBE>*Y-w*Pq&Ru=MJ_OXQ~g! zFy-WuNBlQ*&!=`}UHx$P&w<|(lU&SHI3SYT^V2VSa(~5ssy=Y-m36iwSBjTYfBDf2 z^XcHy=}@;%e359u{ci-ck0w8;zW$MnToc*d>Q%28uR_j$D!1%T&eq8>EX#hs!SU%) z(UZPM-;Z+-(%Q@(TI%YT^ZvOU&FB2^Zl#OAolo%{A9L;&x7+;DxwiB<$1TCo^J9(c zC{xYxs(r<4`|6<=+<=>-Uca2C?eC2XQwvQe_va?5p=V zcWee*U){21K;QIrUHT4{@x)Fy*{uxbWxFi)tofeI`;Pja?)p}6D94wEQgfB()SL__ zdG8FZwcW^Zp*2Lj8!31FtY7#z2Dv|%@Fn#0c;fU{+7`Gd?jyyv;kOPOm`}c{rbvuM zT)x#-wb6Ft!R~Bp+*nHt`xrRC#V(O~hJi2o!a6lR-n(@~%%$Lh_rRL89oEX`%k}Nb zn(lvj*ta@T(k*_lkhV5tnNn1qwuQQtJRk5itXEB}vol$IWcW^sL4{ix#`pAa?bGLM zrzBBVrv+sr6F=BS3%lEew6o_3A)8-S6VN-)=M-cIn3GIdWLEc0#6T8X~A@ep|_etRtv%DPZ}0m4?h7a9`7T#TmrM|u z<7b^5H*jtfoh?^*J(s?J%$5nhkhimr2Y*A=8*cnoCrcMfb64Q;SC&l*YCAtaHTr;L zhT9Ics8z6Dnd1z)j8pYhY27oT3fJZSvMS{6D=GR9mRVRBmys7Xa3t5{**1xR5n_s9 z_p1!~kQP^xOYGrBJD)*&JWpq?&q`kNiYPVV+CPk<-;cL*d|jzIRUA}b3*GA8X?t;F z>|lFYrd{JK+z&cjg>?TsaQ%3fC=TDWFwu-(scbsz#;9O7EG|d10pWA7m?3mc>HGL0 zriMA^LH4G~L|x{t)-Kg)#U)zD(9`CGm6}aYqpj)%?|s^{$ND5CL{Y(~YU%La17GTi z^J+E(41|x$oaT+z;tua0Rv)D(MOYrZ2;#Ws3^{q(n2bolnSP+(9{+v^N`C*sc(ILF+jmVECt~Y2>YO1A^V~nqT$1Y|9V?P9q z;l+~Aeu<-a!JjPVzE((bPaBDKJ^XbYdrpOUEKGl#syeCcoSv!T!(Gaw@TVtV0!G4` z=4z-lz{o^0`7&)P!V9N9cHFQY$aYQf-qBmA(!Shu?sy!DDI2SB*AJ1aTt4ddJt??F zGRq|HIk>-Dy(=y@{g3<+rMe)K&g@K-WS46pA0;zniP(gmc=ZCa#AugZZpc@O@kjV@ z+J-J=Hu2-C+!-*9O$qts#qy>Y#oP*`&r2KB2RJSah`&iWk+F+S9B49T)#QADYvN0JBr_uZO9-a+vlS;)RL3rC)R(oruMRsnVZT zJ2Mqr+}Ar6uGv=|KU{OKIZSF|4IX1RV@;&UuIswg+K5#0e#6IP(1>h<9;`F5o3}mB zV}HkBIB0qSyL%MlbdsDCM?o#E6r#T4I$hVq9w`<4ZLNLp;P~6}Vhxulm1a+gy%A|> zUAWqc`)eUvZW^(+XbY@KmFKpNA6t1IarC|CM{V@>l_o(j&mz0AVbdn;4{CwfP=rt@ zVr{6P*}TW_1BS(M!vvGD_WsoVVMinPNexNs3G-WUI^p99zLZ~UUQC~!PHWo?@9idS z>ONK&rytr|lMxHqS2a_l9+oP_V`cCNl=DOckTA2Ty$rPd@~|j>(4>u0M&+>r2(XMJ z1ycr12)HAw{6>~u!J}{*o)xCKNCpv8($mbi^3V#-S${cSM2TPU{OhJLNdD?@QNb7= zzh~N3$LEsME>oG}N;sb-4JlQecPmH2pqqO@D9iETuJCbaAm`m695L z520=CaVaISMV4VpGJlXn7}O6>wZ&g2;U38}DpaHEhC#VY-b+hZzXw5%1;`VR4tG|0 zj-EmmK~fuFf@`n@ITToQc35}NI77ZbB92U4;KVbb7F=ZYcPW+{@4Z*6SKu!;LayG@ z4`}9P>U=FM46l+7Ja18}#YOc#Lp*x&9G~zz#v&-IBOgM@VZ zKjw?MP|o=WKm@8zz7$R;r4JdV{u@sDX%l;iy$Iey{RfMM+_3|g%6apv@SiUU5S(Ht z0B+Cu7g_)FZVP~TE_O@@e;o`Uv1^nqVXUhKn0=Z}pWT514>RkkC9se$is?eqD zsFTJL{lV3y5`%m5fnymq#X99Ki~jYgp1<)UxaD5-Jy-bj0J`GdcF8fUS~aF7Ju9W(7-Wf)i>NRTL73c_Fftx>frn1g3ZlD+j}3LZdhH z;LV~wnp{%nNmS#x^`<%1-aPJBdv&w*{wM9$WZ%X22`hRNoO=I&#QbAvAP3X(K=GAL z$~y{piko$R)}kU@)vbnz2~kTM0qZGQ&Z!xv`W$^Ny2FQfv6zSqGWkjS<8-n8gxzAT z6`$T|>Q=hpfx}FM@I$AU%}mISd^RU>6xXi6BD2>bxmC}N2U(9vjDK{#o_|aodYLF+ zAoj_dt$F%VZbT5;gDAA0quJ( zPk!u6C_LyrUGv)yDH^bAaZ0D_mG$^(kaM13Ym3^$(#cH6r#x{~WR9F-0F~us#Vpj% z;w5FMB`vkZ^R#nNPcT8(h=X8+N3C2bHWLk{SC+w*dSJC)m&2j5)Asz@44)hmo&M}* zw`2(k^J-jTth*lDpBYWjG8cok9{6)RpL-H4yG&oK!wQi&1S%Uu2k zVs0zB^K55{gwslm5y4f;sB4&q+DOQuN}J+oa^!lu)I_znZECcdi1>|PSIgmuy2V^^ zCStVI5uP&<;1LmKNIJq+0R=G`;146Z!0>pxnd!U;>(*JU!f?IvP>zu# zsqG}w#7xu!yfUvK_fG^UE2|LK zW&#H-XF+9|2eBkmCF4m})#2ZW3(Xk_rh4Plc8!M0pUbH`S$r)*c%0u}yB8g6_CjuvZVsx77NkGkd`G^;7qjQM4qZxi z1!#K3kyG4I-6+8leXbgFk}Rp&HL>Z6j!MZ9{8lmRigj%&p`9Qia~)Qat3KLLMxsPL zB-O;XwO?QLVAT33)BT$=V3@#nqU#x2TUr~d;CYhf2DZf!K)cIeUKpk~ldh zMp2jClriW-08Xerore~Ip(<^`=i2Esf@(Y5;00HDT1x*~Ux!cCf z#PjHnz7cWO++jk>>B9C(YK}XX($~O%Y`*_dv&qi6k%dbhmUCr^`BD8=hrYxK@}jyM z)P&OV!*N5eGK?QCb=se8KtHjiF|VTH#T>$AH(dCUu3n{a{ip}SYf%2uz1()BIBz2$ z+Xh!*-&{9ac?p}unvZ%Xc{KBV!Yo|wPqr`hKHS-{#y62~T;-y!*IHmF<%E9lNTAsJ zi$OSp$KhX7al2J}ory}PQ(Ee@R|Kg9zemaGZ}Pp;!x{Mj01~^Cqy0RCn~&qZo}no> zS-443+|_Wet{{Rk2)YT%zB$b=PIGN`M|;>E?kR#s9j!=RYqy@-J?yq)N~wjk+WKSD z+*@{|gQ$JMuGi&@OBHbdDYKq}>p8)gy5zBoAR%AHihu%x(D+yL z_V}jCO_O8N-rf=gGLgKdMuGxgsB1ofKBQaau$fH~wV*Ds-)P{4ZMx7cfL$6_W)`}z zo=Se}$@knma1l{k6_{%4tI(HF36mh&60_D=p*4rus6jaA{pauu8k)}sqSO)0@QeNK zZE{7;$HPU|`bR>9WfOV<%No+Bh@6+i{Mn5$1}*yG-YIEivxwAV1;3J+ zLn_2unGsTHLMQ)}{oa0#kS0~#$nw(p5w&^9drNI`4Os7@QEq{}8UbwK&-TV>;x zj4^T-rF83DV*dPU%4emnY0p^cari zl2&mkc73;&$eZMisw!DbuAAru%BUze%J>d%TJB<-r-MPI%PDBO<1# zW4sD#NZ{YR&oyemfeBm}zxpeZ{p80^S)+?Of=)kbTKT!n1zEAhF!Kk3SKVD#|-pn-k@vhH^a#2#fSETkR{}rgRiDL0EynAV}H$z|Z z6_}nw<0FCZYKDKaezzS-%$lMl4A*0(Ul&fqPRp?j&J5+##9!5@A46iQ;!A&gcx{(I zE7J6ttLMS5uk!Xb<<)iX^j1xUwlz||%CEL#<$Y5;TZwZ3`Pg53*(y-#bL`nph3FRF z9TZ{G=y4jz((BFR+xSJtP>lfCRe?i6J93}^&Nhdo8v~|i^y%4i+(o-Pt0QC7>M)a` zoyQqk8EWxWkz{`1w0y;GEv3yOdV3)FS|nmyvUg|W)PJ;fwN!zk?b{AL=Z#5!0@5s) z9@egGjz$Lu<$fs8$n_xD6Sw#jWv3Uqo0)xAt^?>qcW%D(wPhmlM`yr{MSdkrCXG!h z{g)DZ_@Ft{vG%p{b({Q~b|b|RpHy0Y1ShzE&(v6Zp<|d=&ZVAgbFH}b5nU6#IPFR^m#U4Z6U%Xg0sH-gh_Ip z+Sl)Yn&p4ejG}`ZnxHBGFnMX|-uprI$H%7dFpZFmg!#&7ISQFIKoD8fUI1L`#9hxu zYf zkA2{_?t2o6RDg;SuHSE~toJxnONlFLP7iOrQ%*;Kjow`y8Q`=b(eD4N_H4QC_bBKl zQ&$ANF#7Usa937fanzWyMhDp=N||;fDfSF|iq}Rc<1rE8HNz1~cKJaL)HJx?<=Q=t z)CW)Z*yTCU&NV*Arc4j3*-suDQF+~?87i?)VQf8f+iTB3thqO0&ke?B>gs*!xwSA= z?vAnRj;S9;suzq&TC?okk;GRkjF_B~gZcWRn29Ecd<*d?nKd5i-U+#~R53q2f^Du; z4SavL`|#1xE{=^Hv9B3(tlSy4p0Qti^ea-_!OvG?Nnni#j;pZ=RTo)pAOK9G<$d_9 ziOaMrTEEg}NMJJ=U2=$~w=a!k6nl78YPtUlk31duGFWehSsAg`z@ z<-M4vo9mVrmp3{PT9UudtIgSFDJo`6I&l&{^G9z?{eqtYz>0ru8$gKCl zRvre+jBwV&AABc6M0%t4>ImRrv&g^8C2^Y~0p~gs&g7~lQuzrC%p!yhYR_$TxQyPe zw9a2llznEi-Hm2>@p0Q;Oz%^yzs`ZXV9 z3i%trobcF3PW<=g->{6ba_J5xESIsEv2g7rN)8lhZ~bHHNFATXyY^mFVcZf=-9v5i zl6nQVH~EbOwNwA3TPO{RrPyb@b&ag-1{*u!m^!xFmIKIV*|}1hCXOu3z7?Mec{UL> zQ@@a-CYr~$)hBvQ2ELga}+Le&RH8>$+I4C1Z zO%fiZdTUKc<8?rq8C&SV+OkrHFZTmk;}^CDnXerp_*o0tRZ?9@mXSWgq`l9U7uU8Z z?_C`RC=+q^N_0;`Q4|F@x{KLMFTFw7J_-lLI3VgQ!SfW&}QWdJQ z8!Oif63d?z-=B@kLz?AQ%*E?J0{N9^lZlR8>00C@C5IdWOg2XSr5H-A9}!c?BDHHz znX{$)@%F$7QzuTRBBkXmY;M>}X9W3k@moq$IPJ)$+35`I6FE%r^rctsF4Rz+lU1?! zF!-IKuf)k7oStiEFj?3>xkw4A0hg6m(5wUkRG=M*<96Rt$P4 z#Vi#sC2UfUuT1E)*(og6W5fQ8@E<3Hr_#2H00kK%*-cYDg-8agIdlZQCGt8s6Ks%7 zw#~$NlR=(g)xfdoQoqD*ED4Dz|849Cpx#WFD9SCirkmjCt@y)#=`FP@S>%S~oOl6b z(Hr#7E=N6<+9H2O$q8wKd`&mY5GQ+d#RgSMv$1=dE6*mG~eC>5Gb85)wUj` zNO-Hb*NfTJ9J?Xysl_v_f0r9voPLj(tYDr%TnLLnfcwfgK7MrGPzm-NBJ$7WoBVu& z^1SHldI$V(TOvXFnNJjUo9{~ERlKx@qm`Jx;(#!az+Y=Ta}3Hm{;s8728#RJ0`q-e z^asFDYF{0z7?`qciWc+Q%cYw_&}&_){BZQW<`?{W?Jlm;tz+cf=TaMf_c4*7Io}mE zlH~@#Gp*zSIHyZTW-kDn{y0`-t>d>HrPK?d5@zRvEzT+0^?Jyte%KpZ6=850W*nUXEIC-53{h>Zc9rYjdT1Y$KUEpv-C^4(A;r(as#f*-`+@AQ7k=E zA#QAD;5KAlTuTnO7|J)N;X+Y1Pv1tdOOu5d_~7`@(mD!j9H7a1ka@4JGevR&WmB1s zK!Q5W2EC2bsw> zYcO;B%krVgx^IVH6S3@B?-1-BWRtDl4CZ>{?vHTzOHM%G>AsZPp*^~oLVbi{8urPR zkyV={Q9(%Z2S{TGf;29;W{e2CC~5O1CTpz9ZnJ)RRD3|Y;u1q0P&teLj#p%X3bJA4 zER`TzP8fcMeVG*1`ycX1t1O7O@O4{(=ZA$8eYPFb9QQkzr{ia<&IKM{xTyD7;j2cR z88&O>2PLNlX*&)XVWE{C?VP=Wm`&_N+5yGsqw!6f?Wm@g#L#a;{ek6C3?i{Q+k@`^ zp^st>$a^{TM8;@;>36rQNpkNKCJVJXsy(%x4}qS5ixRb&{0aFxO0(U&jc=w%d%?2k zKVaw$<=&2CKeMaCU!dm>{`o+l?n&2W$^RK&ckm;H@$_z`4@sl6yJ8#hHOIO|9jy#h zgYO9GYAKA@xVU^R_8 zfaDZuz*ZT3@>+X@ic&GKHgBt11-OOAym!a!8bc^Qcxs!bXdisA{Cygc%y|3b3Zjai zrf{T(FmlIcQ@#fHisJkD6!E4N%f>!xaVems^DpoM6|N;lH4>-7mG`_?u3(u8G=HI= zZx;IcwqvR|?vx&u&jZ2b;RjegwZ!2{!GmhGBvHHCr)T4fkwAi83*}1AEw-|rto4f@ zi~cg+a!;YS9QbIO^RXP4MTb)W3B`WPr77$ZkMcyN$0qk7bGO2xlDv#&;(x$QmZ#Y< zTvLj$84%4)uY!mOhch+O7%GkVJvPjgtyK?fE8mTkyB2VJn;jrGTDiXXYEv|E+*R-K z7i7YDl2-DnOqZ*7Hns4Zk>b@n!dLjoW#U098NN=ferfW9S zA5Vw#iRP;kw%TM7*OdP!yzK8N#>FB*T@}xCbg-P`4mdzpoPaY@=~19x<5NX9m`*I| zF!?kI?f`dS1JsQpNZx{Jo00;xekD&N-!675N(c2@Z5IBULcIIWuK-vG0lE1>6 znbj&oV@mrBK%0;C0NNbLU$-~IDSbKI$1LwiY~LDPq-_ht&W`hx zjGDR{S2i2~t&e|aG(48y;3{>$;qzpT8QSe?*}hO-ldQ7fXbXuJHLH)+r>-0a)H8{@ zVeCDiN`C!yPSw?3c$@WC3FaV8^+$apCewh`wax;@^d_8~@47F-98+`ZBbW=#$6kr& zGm`i*6_G<8#XYWvdPDfn<(ITO4djwH8}@Ljr)UfJFVbi8G7k6UZ<#!bVZ>B!b`=O^ z(mwO9^Cz$%##z5A>mUUmiG!AZBAF>btKBxO!CA0wyi)AOdD(#ISpkKkO9M%1U-^le zw_RL57Z-f@#r4DiI=%(Kd90L~c~Ve0|46hf|CXjeuTZ(w_y%qRM+llIHktz+?w#kf z9tWJA@CXQ8op-p%xDsU-Hx@Hef{GIs_o@z-J`0V9jwb-RBzPyuhXdXz8*C)?a_{{O z9Ooa}nXVM~rkg6!j?vTbS4^4QV+W}jO6q*jZ3*Q>LuuN=T;44)m!D}Zw8xd>31Qe+0@a(4vXo~0^V~C{b zC^EFCmp<<#q%ORf0qeS-mczHQFfs~=CvoYDpUA3mMUjoyjeSosoojdR#hIMKsBLo_ z;%A|Ey_w!CYaDbpCnS|w8<7L#RHZU z<^Xk;pEe@278}-cnm~@&QtG853nZg4fW4a6NO)j@Xd19Zb4TJvT>9tT)<%a8mX=i- zo33|kPHoR_;LJkQ4Cru#k&nnE?b8=GbbeghPRY?IUl}Txmn1(q>?qNpn4#@+m%NY+ zhb<#G5+Smx4AUvw^8jPJBs_8oZOY%Y4*pw80gPW^&C9NsKx;_xrR&!-_1NuC}eTiOD zgxE)BgP|l7;1!CwZ=#Y9iEau)w1YJ8B#1wbaw}s3*ma;77vMgEy8;Z=;wD_@tWM?v ztVgJJK(uGoRI9ldQyKsRflZ#t#e_^HQs@Zx_tAXw@YjNtYHfyIfFI!KPsHca@cba) z1IA&dC|w4BzhM<1@n0(>=R&42T9>AmLk%qJGX6TzX_8rF9xJr1kr=Kx?%2$TBa� zj+!M;p#2x1^@z`UH{Aye+?(nJ5R<^sfD)fqC!U!UfrSIZM+y#wHSxl^H*lavuubna zZ4IN|c=_Jisn?i>0w)2tz?C1K{aJc>{3LC&Uq%LS{-0oz723@_YC<%dC#9N{jbM2H zZS=qCSNTiva{G)^4)FNL~2gIZs@OgSB z%|z8nm$n=j)0}!8iIfLm$!4gGB))l2T#r3hA-kKJEw@N@pI4>(2xX+3v~R-LM>N*n z<;&ct!SI_4LLiAiflPTOl*HuxP<$?d=_0yZelf6wnw9f1#+H-n1D7jO-8t1W?IqY( zzhSD-bk3A(w`{6Q=qJAa?D&sA$xjx4a03rBOTuTfE&s+g^GK zrJ?x8a`V%A9!uS_YuYfYx>YY~Bh1JAnWY!=k%z{Xob7LZ>7pc_UY;jk=_H=8?eNXrQRi;G>1Z6rVf*$U zjI(Qq!#GG0rUMB8Hl| z-~DWy2KH_psAXGZLTy%3l`(B0`qp)%9866HqYT%S`Q&v?QDZB-|vC1W#58TZ3)5mdsVqnh`cB$ki z23){0j@8l0GnG@`6t^FT?GD1D^b)U%1Afm&nNsb^7H}z)10}Hxu&zUGG2^e5nm{&M z1Emy=bqXp1VsB<~rGkZw6DVaLKP&M?W)uQvQnt_WL44}#t?ygpq0?0FxvaYBqCj>L z-HA2KGYw=Xg@ai&S2SQ)kP2Xm@?%8>M;toxHGz3E4+Dh_LzYNs5~I?>6iR#0L~G=N zvvo;HGu^1?yYZK_rYO%c@s9DA6M7l=uq#dumJL8{#dB*1*rjj|=gwMA@jaX>#_){( z8Fd{6nxdiB5b#BPeo}X{mVlL==gVfPM%*LUKBRMrhd` z{++~oDoLV!rGrhA4JEW@_X?FE8(XU&=@w&t(oxt&A`<<_=Z;fL@9_hxm)Ch`l)J7G zpr6pmNDZnF%Gz{ma*iaR%s8z_cp6miR$tYdNd+_j7^2OEPSoww6(9= zj`to2{#A!RC6=Yc0iraV9cgeAl8W$;YX!2HRS>nI_Q`tNxbNw)g)!W0#{5cQ0}?T_ z+`u00PIE3Km!dNFs3X$k2rxi;jAr?t^-Hop-~Sx%5plSSvDYJpR<@Ml=p#M)@8NaT z#&vjt0SSCYcH_pVA#MBy*B>2;7jo7CTgs3(f%6SrQcdSd-u?f9Lgb78LZN8L50L3y z(iEbEA`y$BBF%&7^$Rok?wIj=;@EPWamk{VS;A|OY|Eq}h(oJM?tfq?K4Ze<(RzRI zq9(Ayd_95gE286C$>Ib!-52iy6N=4-fK|_xc|n5@`oYP6>a;xKS%GwHquppJRDN=@ z?pfYuW*p8yF;&K`ll`UwfGdOMNJbtPV?df}G_5ePLWr-WA-5Jx<`FcM)!;jgbwTac z<>9d1<$><0GWk6w-$Fh*ABthWJ$7_e!d3Aq%H=3XC8C4UC_(bzpgyu%wO)^6m{G#3 zG-<|MfyyzDzD|KnybNd8Pt@@QMbgeyxC}%^`_tN0gRIzSa*W#H71^mEE}x|1=Z>BTn%`H!_Tb6ziYxoWKHcyf?%+vkIp1$&N-dFpY`9!f|TZ zd}a-JS;IBga8t;9!pHVO{DIyk^2zH1?RtQwWO=@G1JKRbKi9uJntVoXlgB!~0h)qd zv38i@A20qz78wLzU~~fTNuVJfvH)a2NCJ>P^?bdP7HaV-+>;WtW)Yl<3~&o@#I8W;r#L zEXwyh^oH2 z34Ip1XNpp(9Q2@dH@Rb4d&_=&)U+7dGvA$JkG|rXM@opEH%~D55z^NrRtCgZ{n=oq zMpO78Wl2XiH9|2BmIKj%eA}76%4*trkv{pJY5MU6R!9e=9;erx zqZeAKmKr4VT|ndeIjxxapIur841sgvE$euA0_rO7bJE^8s3~4AF!otvP=Z~#U+JeO zJ__CivaEp@9m)s|oZKrR5$NcDW~kniPKlY!s3A3AW!;0+@F+E(`HR_H)HKjko$F%W zS3WEM1*Ev~bT#$%N!`A*kks?%YbFd_(=|)T?V98|dc$HTbiUsWPf^zy8dE5k4boQPsFo`o_0*n9hI9E zPtDj&JT=|5A<7pEt{T)2D}NAscRNuL>~$M>_TDS&mL095dbIv{jAU61@N7K%+&2Pf zi#^#12l$?gP5BZ3*2}=cohzWHE(YQ9w*+Qbb43N~OOS4f?n_Oe&4C}?^5q+f3E&3+J85-sB_$$4DYyiOP*Gm<6Y_7;Pc&AE&A zKO_TeJar5`-m}l`^?%VHOO*>Z9a?I+16=P`f~L;`IPF?vIqaqzL*tVoRs07YIY*d} zfNJS=-=$N(WLT6G473vU#-aRsGt}L2HtU?qjj+Cm=2tg+(+`txTE%|W{uq0I6TrbH zfyo$KiaPzImgvYHjxc5I)5kfW_X@p*ZDx*Itatq@$c5aQqHJ-09IR6WZ0zx=^z7tA z)!r3Ns&Et`9q|}ICmjez7$WzxZeFUmAm|m_jY~Od1pDfYc{vNbhea+EqqCJ3ov-Xb zE7}FPM@uy81Ibiy!;$Urt`stocQZ+`aRHf@$5l9vWQnQ?N2)xKOFf~)MDUjx zQvqLq(V)Bc-^I&C2~ddRd{1LQ6ofxyfFbzZl2`C$_5cVMlJNp*8s|WQMp;EMi9gz1 z8~buz6PDuAqh!(IWCD=4ThhJopKfH*O$vMMgS1_Ub9eJ~_(d&A{|uV_y_qOy#?|&3 z$+hZ3I|YP102pJc!eeF?4#u;V`jw8!inP9bl(abtsVDnLh6c^Y&5~)(f0avq{y6%E zlj&uR$}BJ;3w1k!hB#aIa2yv)X1!ECpN#C7QBgdHUI#MV+;#0toZSa zbDK%y&NmKR$_cMY2vPQ8JQ>~X_MHz=5NAA|ZeRM#>m$o@`qLxx;%Ntf3vg zK;`Oi2FX>2^j#(puYl5%wCYorDoF#$f6LFs)ttwlqmd?GJV-%aSQETkZq@t2!i!6A zLlQ{8o7(P+Jx$a3-`H~~9!f6|SA??wIN`D~oM+X`xv5G08BAAF($~5rc1eM+ZrTif zP2SGy9c_+V6CVOPQ!xdNwAR-oiZ~!61uWHXBAz#t>cT0Rahgt3P(TNTHP7D-%vZhe zN;NQT>II0GBqPQd7ffTJ79_8Y&oWm$G^Ut&&$)A%Z|i7(6E5Zq_?>3A`C9%f+;BiM zJRtNg)k%~8r&%19)2LX$Pf>S|vw9!MJo&)Q10>)%T(+F40AAaErgu~UnzQ$Ge7HpY7S=H|*hha6#SW2Kr9( zn%v>DL5tH|=S?1^9w;C|FI4eMhv9AL%%g<=3}U9UJtuP)<(+|}h#?qsFL~`&Ox%ic zO+`Le7G{F5C*Ph09Pq5|^+k6#;<}cu_$$32EIq$4)GzpnXY5a{f0pw0t2^)LdK84e z-1s}-vfc9{F|%b}oDRS9D*Qib>i}e;jBXW<-z79|p|&-;U-_>da_wY)#brYD=wz%yOJ7_B@j~`|t9Zj9PKbljo`0BZoQyUyR2P0l@9oKLU8aAe%Q*xgB`NLQK#_taW%W+$T8rX z;h8b$#@MAPs%`*JiKWpa%KCr zk}4rNlMNm9^7oH3gnzn~){+s^p^sKMmgo)dSB8V^Cvd!9<^%8m&|E-F!lj=z&}8a% z>BfUX?r>b&?n2mPqS^Ev`9`3h%zctjN%)*y-u8`r_!vkSV<0zuVbFt!kS~joPpy9N z0`q3f=wySo&y z-wJ3jx3!u9#iw+M>+*xm;e(Y36W7=XfhRVg>-;j&MeE)V5moBAZefo^=WDMgNznpB z;)x97p37g#l36};CPHyy!SXKfHLkWi9m>>TN7gutXMu-r{5$rVVSa3zig9xeK!wQ$ z)|s`xb(n@TazIj;U9Y4%koq8nq9Rk|gR}`+bU5HVn{?k1Cm~9VB2MY%w-|uyw!s*E z4;|g~az8j2-$aD;uN_SW=6e0_dYDDeXNzYQFb!CW(TmF37%e!B2}RR+HE_ z3*Z026vX<|qN}RTOdtL&vJ0?9Mb(FdsV;gz1yY46M)^$Eo)zQj6d|mEgd5 z3qZ7CoV6tzG#*tC1t?6^$a*XGGl4GU=GqK#G~Eoq80a-H{HhK?QV{tupuij*QeP+*EqZu$o9oxXsidwAfh87c3 z6LZQg$P20GJN&6aYPs{x1%~_hd6A+xPTj4P-^= z%n$H9feJC8-E=g(9)Q2fQun~XOS|8Q^j7Wvcx|yqP1|MWCt>=1dT}%l9!xK2fx4vn zf%Le(AjcC`e z^XV6NpgM#8p?|fTXjuaqZQz;!!NBuy@THb+9xza1m=|i=^BE~VPpHFX;iU8Y;!~7D z7Zw7HzY5YBPbctz9^gR>JeJ?7>1s93^fqG)fFB%H54bw`yapE{4hu^FJ`Dr!?LJ&j z8I99qI|e*jA#6sE2}dpzM3b_b;bFUhkDu+w&@#A~9Sxx-OX7YHSn7z9>i`><*!+CN zD@t-WflRV8`6NVRQ9SzOmE?ht;J2m$x_);~dc=ENACVCLdA{Gh!o3=uq9~k_eOM!|kH-c`CKRD^3lxA6Pn=0ef_S@3~Vvatb z^W;8a=|OUEyTQ!;m{V6T>` zw%L60UP_|rGb9+ACK?c1o(I+^bW3g8v_?Q%(!%`IZZ4IALSPs%$pHWnM+tk=^89uL zMn)IualGz;LLov*& zbxEP;Fqytlnwip3zcVm{4DPmB_At{_npENp95g$WlHn9I`N&ZQ-D-}JQSO4cF#r1i5J|1c)3`rj0%CK= zhW~BB>e(sfS~@p%(IgA&X32)!SqY60t6{roJNzBh;lgEwwN-F5;jTy54Sd6q60_92 zvPa$mCe!`tO4LZQhBpRQ2)=bU>UbGuJ+m-qCo+Pc_csmeH?8otg@&FgSmhBvAvKb? zz+ez%jGbgY-BU=r4U`zc>-!{?fGJs<3TBQxp6xz2UO^l6CfBcGt-PJ4Zw&Cz7GEh+ zP$mhx9@U4EYkUUf-^sM5Nl|;kf~My^`Z3e-Gwn-m_U~wqsHngE@TkU1>&tMtW(C+#(}H z!YYB(r@otnEF-{Ewx~%Q_)AoBL!ey58Gy^U>a-wZY&=)qT~KFQ5-?Dfz-*9uz!cD` zJBBR}O3LUVYLhRbec+zI{5^3c(FGH{NO$W(VT`*?udVR6%{n_4p_9L&PBw@6@oiY zxg!FcX8#et`t-y3thSkV+?UkWk;E=d6ux)0PihI^iz7XlAkI&&c?x8`Yao^vwa6Dl+pFgI(yn`_Y zs8WkZ^KrMiHA>N8_B6@yiuF}w$)6UN4fVGzr%`v&RRBlo#!^rf7Cz~_9{=B+OWH zOCg1^jV#&1Tye7$!cgU5r%Ip_6$ zy`HaEY1(O@Q-!l>Q2rwu@b4r}4-G63HOC`Ax16Lt9s}P=sF&`3=qV5&hQ<>3?u(a7 zfy%SKS`V!NZPnbjHg?1>QX%DZsJWTH1n4G6?=m5#%c>bth9vY#{wB?lfF2i8u)=tK z`4>aJ$VtBMK2$YGPFuAYpSS|Nla^>F8nZ9e*0%z_)kniko=}`q-h_S?3 z%Zh`XQ>-J3=lmYTrFM0J?_n7@FxuqFVoaY^0?}RuSWIiQiATvs`OtbBIl4XV^q2L8 z=New%4N)A*1Z8p0ZoWA41}f?#(a?wUKuyN-l@(pJWYoB;rjRxaGEIk;KL@e=!sSbhD=1UfMcAK z2=SxrK9z7TXM>DbYV7R|rI`4fQ!lcCF>|#EyRa7oLot6YU=^LoiJL(B=ldbcK1XFV z0S9K%0D*>pTEg04L?MsvK#I@I{?nq?*ZV6 z4U8lwtSBvZh=isURl+px?=+TxsAkG0Pz{fy0PmsqCYa+7!Q;#237KtLOWb)q0zyD{q54Zu)h;ktCty zA|1`F8}n~*O!;GKE)UeQTyPzG^|q~$2AEc}To?HB9HvaP$hG=<5-JywBGK-m$hzQH&Kqd4A!!wZ>??Hizb!$c!x==&}-A3C z=!Lbmw4$pTB~CKu28nC49oZ3s)X>j-6@Acd*_Q0bO7|J;Pcty9_!L=9C0v)loaDOIL;Hhm?0_BTK{dj>!6 zfVS4^P6U(~T8YSt+F8D`!s?Y0q88`AZs1XbhWiM0>AOmB#SL*}MMI~u2!>_kq(CbD zzWrLA)+rA6YhOzWY)Uw=S^5Ycv5_wq}a4eR%Ss{rcpkINge{(-33hw%hLJX5=sP zdRY?GdQVBr*xXR!9tNTKRW^?Fn;ZH=`B?3j4{r;l@0Ma8zejqhr^Wyk)N3R$?sp;P zTsAi*7&Y9jJ#Mw_--_HG$EtvS&sN;idt4@8K%pZt1_JGU0S%8J5V;x7{M2Mx7 zbm!R)>>kmX1w?i6hiE#WjEt@LY`4=|gU~baiYRHP9ob87+tqI?bk*n7Bi06nHhMPb z(hfXybfipCUaW)$g(poC)i1PDeT`mUkk2EIxx}jGp&;1+bCQd*m~3!toZW|GmB0-L zCnI&!D6XGMg?UQA`bKK4`t`1ZDl2Q~AQKC)oxp~H9Zt)C71Sn?zzC-DzmJ#`Y>*k) zwVOmiG{2o5-ho&VZ8%mA?Xf{s&^z@W_1vEhfbg!4#pt2JwbN&CX<2bmq*@J$Zf5n` zcg3O!f^ITs_A9fh7@66-^diBZC(;^EdT1}Qgb0&~j3>O<*Bz0A{J9SXNFp};+8QGt zk!gg>ZdaQ(X{`QRa_;~MUiC|6Ps0utaT7vrHWgNR$Sa*EkMpg4O&5Tlyp~k{kM=3;|MD^$S$eA*+R zid9#)t`0TioN1vb2q~nQho4(LC3O?;(-XMr#6=D z+uAWq0P~1b?c#$2k~L;Ca0@)26yNZ{d%R+qnUXSKZ(JV@egBqV7t8?z=XyUH&Jt~imeqE^kp zj8c`@iO%eIeNzgx^id_ai_PA>|3XVkEr#t|qmyJk!Wet6 zqaWyaqfBFjSAD^I?=%WO9ctVA6B4KWa@UOI`5C6f^XeTc%db@i)uqY7uF^82L+#*U zarM7sk6-?dB}|rWo0dYHg3F6OU?2_z5D(81zVSg}&CTxj(6Ul~((IxKaq_5rRmCH~ zuAa+Lem$QPZTf^ehV#%H3IAziF?eCHYoCu`_m>(F!UNK&2Wf_wOlz`O4#`omwG9b; zek2MuFc7aq1)p~BTJb?QFn%)&nlnEvpHsJ?II^Vqx9|mE%#1q z#r{#TB0|j}kcyq3u3Y=sB4qg!yz^3T5!4|@NFiFD3Sj3fRN( zUhb5{ZYM%mBgku<6;Aog-tYQypnLb7ZXG+O)|i=6X!NoX~lECz+MqM)Bu(Wzb*Ml{qm4hS#*W^FnlXCjN-8V2ZN%kYI^+!%+(FmF9PDmUTO zb+BVK-j?R7r$~}3=$ojgkcb~Qz$7S!LBWm1KI{B%iojsdWP-KX)S%Wj*W!>X@7N#O z0th@fRqfU0(_RM$d@rK9`#{law7&d}e!Ft-*MWo;j?UW?V;dz= z;E(<=EOS>|1FKS7Ci1hog&W|zyb7iiX?Wo9*0ZQxny!E9d56dO%!qR0=k81n6u)up&Cm3mJ|}Non0OGq z{5`m2T)tMCwYEGaX~>K??GVDt|Ja-c6&S`0RAFQHbQtcSXPQadV=Uk&DtU@ z3>(I%^+|~m6;MnjA}RyiuV9U7Uimfwz~gO!0ViHO<1DAwN$+q+g)55N z*BLwzF+1lsdavP6;+~54UCr%l6D@V7Vg8gyG4V5%DPN6=a_#0DAcaL)(*vo?2cyUW ztnhWZ&YLTxWVJ=yg$}e)MMO6tRO38p=>DXAR$2B(=aqEb?jJPYL4Z)XZ6Q>`n`xXw zAVZy1PKOBsu1TcWe(elb`F&dJJTg5U7P z8X)ujLSrY4z>4nyAmhV#ibq1evWaTNuqH`~f$W&bFnRF9aDwZ!;a89PJwipA z6Wm%As-9pVC7E3!G{Z2&<=Tlc^-)Glxv1Yq;sLv?g$BggRU8!(U+mgi=RrO@vLqjO ziWx|k;srqX9P|8)z5G_XOIY?f(9KjZ60Ybl$Wrf(4GO|E$oVtZ=F^XRDI?2XLqqp>0e%O zu?dq@?vEtzfKA4m;M$nzH|dG%of#WWOho{7bxJsj^;P;8-@APWc%E7YN*e?3U0v9i zK>JRom}ulYqI1-_(!aeOVgg7?I9HBhDQn!2v6}1wm*bvUf@G`fmTWz|>T;okygrnd~d};YtjjEa{lv0Z?KwwET_A{%QE6 ziN6rkqFZ-pr&`%+9q+B;Cdk}+Hr7b+0bie63RMRvDYqR6QCN}(MoLVNo$2x^b>Dz4 zi#Ytw26*=5tHAk$=vDaSuTyhu`~sh}&~M~2*~4To#|q693+fvTR5)vzs;3KEzCwOK z_e4pt>zAV{$x3&il<70}fO=|4uLaLF`Ak~W!or?J1#5CqE@C{zRtv_X8B+(4RU3uV zl%C~zYNMVk=lK@C z4Y4I~t1;I2HE&dGYo;d{PFUBY3;AaSugu_%_Z?!@M%sj&OLB{m*ZAP_^Y*FL^}+;p z3RWWf@pTR5j)by9`U>8t6x|<>U!-Hb3NZvLM-n>TslPhMGo{J}>m@tI%FTA6?}N1a zW{Sn=j9iiJwn<=4-xd8{%9f7f%G(V(!YqXn$~IYs+qMh1h!zGol&-2>SpM+(I2Hdt zz|0(&6)(fZCcWGD8$hnA#}Tj!@6f)!ZOTIzX9}Qut@b1({?EOZ5Q1*0r{(wi&4P!) z+UEUk4@2wU0Srf|kLTztP5h0r{eS#|}eXQ=L35OvwKMnh=6C literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/imgs/record_stats.png b/tools/trace_analyzer/imgs/record_stats.png new file mode 100644 index 0000000000000000000000000000000000000000..c21b2c0a0f9369ca1c3c2314f8bf8a30ee311f7d GIT binary patch literal 44748 zcmagGWmFv7wg!p@cY-?!?(VL^LxR(|J009z8VSK&5&{YC*0=?i;O>N=jeEalpMCE= zn(B&J=w#?{aBx`4N^4}7mE z16MgtaR5u0Tj?oVtEs`Uz@Aaz;G^u|kY1|5E;85!2Z!_}5)K7+$A?{-1@Lf)usi%q zc>%)z)P(0OK>Xk52v|9sw6?6WGVHEx;cjK+477FmG+1!_21Yn%_d)NIo|>wNg^Lr1 znWc-l6^FNz>kA2-n70V*(aGwQ8I8A-qcc#%Tb%Bn8X~agmuyZtnt!T%auBD}Q`4l8 zb#b?%5#ZqB;G&a2r=g({bGNh>c`v8%FF7nFPG|e+ldA|PrF9s| z{_~zz-gf`jlQZz&&w_m*=SvAEHwPEz|F#Vy6?@4Q(X{ina@3czbAk;ItPcrZAz`t9 z>i>UA{;$XXqSX5@N-p02ru?sx|2O4Fpq0CKx-6TRX^9)WW;`k_*aK&%Msmqe0;tNay~Ve*T0oa6C`E&Sq{DP-lJI5cmKO>Nn4n zaF{Z=R|&F%+|PGPq(4bQ_n~ah2a-=EAdA6-ijVVVoR|9fSNfpNbKU3RtuX4xjV)Lq zwBBVAQUblq2Rue}o)I_JpW-}k;1G4*_;ohz-a1ozcOg<$-!ejX^4S8P=7RztPV3iB zZN4pPr1Yvnm^XWf?9B+}m^?H9 z)mM{%5|@QI?9XfK4}PHZ&d1&5%F_@W|BbEX&ZlMKJS1a}*^eN<({?Y&C0o{&!H4HWRW9rTz8ymImVoqc{lfnd$pN0u&6|<^ z`Zl=@-kTUE&A0o|$9&GfyYwI*h~)Di^p~Nkp#}o#)8DFRdv%k`B4T!lhdN0=NU!8$ zFR1GIZxz6Q(92(OZ5Z#YsN+cn3!$;~?PL;kaYJTjT%c;b`PmuZ&aVHgK^^)*m z%{Ay#C)5i9l)M3gygDCNF$_?@Uf%?s-f$$m#qkR@i(NVU3%%5UUiP~@4!E#M+zn}P z%-n?%gH5{)^G$EJC7-vCm{nPUUw@xJes2#ybI*-}ElCjPeG%s{8HFf*{D}+nxU+o& ziz)%+5_pjfB<)fE0Jk}`C!ipCmn@lChqmwq)t@ZWsR}4@o|MSe0e$G~6tlW)a*(`f znHcNwyX;F_eAybmLXuHqIHBj9>+U_PUhBF1$%SH}$Y_}~LJLl|c+i(k$?h?WT}`_f zim|RjeCSuajtjM01Y=-IUy!(Yai5s2c0+O}nOsZU>D*=`SN! z?TpdYnE%Foat=5Rf<6$h-{r2ie3sZ3p2##T&z*<8fTk;r3%SYtbUIO##MQ;$va0dM zoI)`}VU0~O_J`!4bB(>*+9vQWJLsdcWfn1e%o!b=6QpC$p~Kp3jDOxzlxQ35v_beZ z0lkyFV9vks$xr`1ahEfp{}|s15p<_?G!j*-d5tA2D!M{Zdn`Y^xxOFtyl(?fd7Q7U zC|UxWz71^(p`kRJqk~mVsvEdQnt@B|yCiCT|Ho}=lbDi3-NJB@#er%Dv*(ahhK$`m7 z@wcqQzFR@5%tFv&|3Zqke(ZT*k}taMK8%s93gF3;-#hR{Q;#O5HhK zR)VWzE0NiR!bfh^+Cni8xAAzPi9pGy;j0M{RMrXfm_}ua{p~Dsm-Bgx(=$KZz1sh} zE`KawD?I26y`!_P`@3Ank@=vfdCug{d7e89c5U!3&s~Uz71h%pMb6}sz)IG3JL}9X zDj=Zq6t-U_J5-hMMhLklQ`MfWTUI1*QJ@8)Y5ra3+~9YD6FjSNcR{`uDiSt-e7!~H z#@qK=o=Xbu*`HXKlP1O7pVI>t(>4PFnUkw5$C%(sMxR z%pJTJ6ITO&*_O4R6Cf&jPODcVk3ZI#Wh^tRH|JPHKYER<2i#5lpgr~97v&uwOnd-w zc6dX=8O3NJLBMDeVkpaTt$EsTE67<<^$H*a!?s@phPcD`)i z=OJlHj5!S5mx(Fr;7Uk;X8c|$I5S>qG5g8bh+hklj$UZ3NWwnS0$~!l88NYs{9BN0 zhNXqi<5FewRxE{C@cdu@xw^bm#N)x?UC_z&Jiwy&_`M*uQ$y}qXcaOImpN&nAkB{q z`BH2bzvX43{ai1=Aln~QgaX*k43Ze6N&AC=&}ssS)!p$DUi03LCtYJe51rIvbn&T) z|NO?BoYwNybSaG!mmu)qh2iCCqz(+itCv*|)@wC?zHYS}$^N*G#zl1nzL0fw_)SlJ z_bblV4CA&sO59Ne7>=3B=h0s1ndVV`F6ugKnizwTtAaG(0=;(Gzx~i`&W~Tw6+`5! zplSL=x{Ke0CI;1=IDtQnkz#lY!40Wu?5!n+untG1Xj-hd_n_!nQj(onM`4M?)ej$V zga>j6C!LU4Z+94C3lj6ZOa8al``Uwh;7L9((JVa3scHQ+sguir4)&*>5u{Js5pej8 zvcJ7|SxqwAe^qrp-&0JW^s+J_ZQ^(Tc78`IiudiPi7Su#p@w>d8>9>Hv8ps7NcgtU zpTTz;aOwwa#=_*VC5=jXm`%wQV(Q@vRz` zRFvR(RL30kQoTz~vRoZAYI^c_Xb*rhaAD{z*Otc)9v*j@|w7Y9{C)!XaC zs|2-bG4GG`)r(siXv{KVPIt9uG4c#tLq<^o%+sc98hW!2Yd0P8Jj#}q1~PJbudy7< zjVhd;EO3HudoRRz_lSDxb4PDo_cZ!)ebLGw5orkICyGIriWfz1z+*1duFBfLyg9oB zf`H8`EjsVqeu8}S1o> z)&3$}jT2yH{cOw%=1Zg@d*u||b$LGB1*x?P_lLg$aV4@_rXcFrip~TH4=!8{ERkN# zy$=W@Bd1noklFGqDjS_evoBK9r^ZS&<)liyP^qiCEGfXbv#`ZYS z%yZ+%L7F6htEYU#CSxJKlVyf?pu%4xG6TgSqgEXgQqaeZVbNsm)dr&dY09`grgsf= z9B=FR%x{f0sX>IEmEj(Lorh>_+IXB@U^l!hFhnZZS zruenE-;i*OGvo&0;ELH?)?xR4zTzp-2j6Z~tt;iT58C;lk>4 z8S)#&QkApw@mwtNBILTkhT=~+aT^N%LOg28$WOB7kM%4)@pJNU`T-pq7#%c%JdK_V zHm0`7tui}!WYGmbwYm-5BJ{OiuN{z3DsKe;OE_^2&7 zCDLpkzBct$@nU!7GH<~5R*I|bU_`ec?>gjGBvM%*jra+HKHR1;+Iv8byTmA^syLh` zn^pSP^FU)HDjkA~1S;e5uP>twWCAObIW~+|WFeiNhZRkp7E~4{bE|=;5-1YvYFicz zk`(L&F>o~%<^;YlX)ZYe*J;%A3tV+7>SsxU9&Pz%KqLDR_Arf4qIVy?J5@YJq!_NG z<%ns|wD&y{aP5uQ!%A5$i z@R!D)wCC#g++eH&9l_a=-x}S{_sgI^zE)47SIcTDOkp#5OZchtZ{ijwP`M0v!#dZI z8lCDZjQqv$9$Tv(S|d=12c{Rc;^h-IEFRnf_)-SB)Or0@wyDyqWJj!RzTy2&i5yOK zI)NrYcm+p^v&aj#hP;)LxZ|rh!ECkML07q&=Wu;JhS?W;@KoCoEjtIi(p5N{S=xZ6 zr?mj=QTJ(;XJFu9`n3p(BB~ZoDn{5T@JyIF0Ili%fcT$b06C~)3o50FW&nSaB7P7?p;o@6GKvVAJU))3*0M zhukg&)Nz$K!g;afl>$m(l_pgu94zL4{PFBD40Ve?*VE5mubiLY9O*v|Y^i}h-RF>B zrP$4AQGwPQz(R8xQQqG<2<r z@yvYOJiqf=^V!Ew)5}u2@+4vpx7 zmzWW;7uy{pl_2B0oVvmqv_J-vdgt<}@d`@G(G1JnDDfz1yqh&stO-yZRpPl?A#+Z7 z&9mENgfniRe$w}TAV3L&f{T_0t&~gj!hPqp6%96aYjCqLRJa3M3$2@XhKM@_p{ySc z{W>zV&^=pr;{)FMFwC48xzkGF)$b)^9W2D1LVPuMk302BRxF$B zYpI{}aA8`QE4bR*xkX4L8owT6yb=H?56Jnvncya{_j!z4Kj&*Srdx(gHyoM~%wVv% zDR7r$RRTzQE$hP_=(d`xTG*Q7KFqur;>~!t8r~|h`F2Io_A?2)AR3N+kBYsfy6AEJ z(e8M5hK(@(R`+iTI;5(dZ|tAeZp6|fu+awL`RSC>Y((&%G#d7H$Lb9I3o>M>M!|<@ zXjF%fz`bcg^*K%G%xV1WlI9oXQ49)v1e_oylABd8lgPuG+zsQg2P%Y!XX$TnwA(j? zvr7mEG=F!vIa6ZKcKE51JLkrKIJ9&lCaeBRcZfddGo;>>4<|ka=3Pn4`Y3DvDw(<8 zctyRHDWh#cIG>l@O4PAUDb4pfkmw3uf{68EnT}EjuqPRaafH3Xz4;z|8sEZ%5xUiS zSUCcC>=`ii)whis)69D?k42~*0!7OszWK0z)Q^Mt-c~1=;!l+=QqOD8OjMK`wLYiV ztTVr(j@S5aEz#w03t8WFWv>Xvi-fh$zUQhH60i(4EEc4kV14y%uJadf27{~rr5|QG zNJ=W?$P}SKC=VLvKf8o)^;JDN^^67CyCRo9eMnzB!%}-U>f9lKWINOMQteO5g>6+x zi@>M&AKOS1B6`-tn-zq`>_LExh_VV0OvBXe6&@kZytU7;B*6S>>6Jw+#z}2CqPgXx zZ(Q!2^JGixjG9c0gmE0EBM+>3H~HN$0P~d?2Pyd@sf^lkSX+3_gx+sW>svz@tf}p>boG5UT-Lp2Pmt zyAMAZ({tAI#~g|WHUu+edWHn6VW>H_0&ALBG`Ne0x5V}+v_pE9Le$go69)B_Qvdpr zuQbfiS>%-M<%x|7$Y`Oq9EAVTS6QfG;qwF>frcn6e0|Mo4{{+-u;CiA{qUASpN)`@ zjm$*&I|WdhZ1%(uM2Gc7{|(nrhP*(M$fo?QrX&tsUV6xnE6!J=ecWabeBmPv&Y!(! zOdLiiHu+)tK~oyG*%xF-)r!#^iv|fM!9HHW-PZbSJ?nZ7a5ORq%T=`50xQ{ZRSVE= z)Z|njgi>#v8i^Bu%8N8HGVHmRX|wkypb=r39N9Wux=FA^7`ak=XRP~zM|#`$2%G6F z^E}@vaQ0qM=dB^`S2j_+KZF9pmc^hBMN#_M=U=@zgo$I@%@z%fa)Fnm)OLvVD;_^0 zm5B!DDtL!y@3{u*n3~jw(>!{y1V80hpK{fQrCQT}yQ*8nQ{a0NMl$O|WN8boW}R~# zBsm|0X3P&{JCSf^lEkg*t>rZKH7k;VF#J-E1>)1b69-V2@t%BL3Me!3t<6cYC}`8G zXLt3K%vQ+VE8fibGF+h&HmpYp-(HXzSi^h@W`_Lhg3Ze#Yo;rPkzjU5L2vCiDYu~H zAY>XjIG02;KxJmtSd5Wjji5*cX7wc0h~80ah!79`j?5aXd5IJs85X&8(2b5Iv$`9l zhUl5*Im0#7gQcL4kUWPk=-gp?|8qC~DkKdykfmNF(;hXWTlb$C*a-6iQS|%RL=HC+ z_*H8+w$_U4a<;#yS>s}`{+I~!87{6Yzf=}ntK9IZSV|BI!c12I)?LS71)bCO{>UJiq-bxPCtv0Wz&u2D{t%~`S z$8i<&N*cqyev!gd+abg9ircZLY&_kw-pzE~wZQDlY*Z0im59mG)C;o=7!Mi$XrA9x z$6p1r^uTOALNK=KK_R-7|5B>9DMbW`3xzDYV9i&y5bi51aSpnrU`Q)Zofh(pSM18S zl$Lp_@61jw-D%lmDlDGsJy!1a*900IwgG28e!rVQyN!kM$xhO#xo0=1u-EmVz&Hlu z)~(6+O*tbf@(1y`$QpNc7h)k?Z<&z&mxX~pk~Y)=%-rg)Rgv~}uTx!HSd1@Nzaflj zQH>@V*=b&AA)TqNMySK6nzjTm^o1A+j&jUr-_QJ|=$#}RIlL*943rI+A9xC_DrO(T zaRH5>q$B#=XZY8+2cDBjCUm;~#vfK5SE&ge*>PLnWh^bS@=doLZ#!;WPGeT69Z{jW z!18k#Fv`suVdUw&sIJ=Nji9%%-{>fzEoUl&;BpWn!F@Z;kw%U(aUXh%QTProvb&5j zRZs6u>K^~P50q;o%);Gv9uiVzkQ+s5G9rXloj^Q*E_S_%zGXG={=@l#%4d`7+H@-< z!VoAOrRkLP7Mu@#Y2NmqhIv4n5?t8bmCY@t=XWy~EY)!=krlKmG6{msep$a{2)HjF z%S<)mY}yN9G>Qvh{AoMsa3(>y*KPK%CiwNb;V^_v>)rXT{dN=c zt$_$!vD~lMn{<_&<`1a+T6mvvP``fp@;$pLcHSiDX$z((n+z24+R)~oxrKFJXU&7H zA%!>rOc>mdBqD5(cJCUCa7$*VD554-{?K#aZwMGceADUAk4fGIlJ=Uh!eXH&LNRV-9)hNnxXS@m!pUMAMz| zF3p#~31Y&*HL?Te+_wD=iqk!}Re=iTxa8M5`N`RLodkfhOjQck0rQo2Vw`xF=1<=D zSrpD)FQ#773D7%eS`+v!y@r%t@tUk$@V>_gd(%#{#DWqZ&2nu)*G237-!k6vO0jY8 z;n+_&s>MP2O6X2WJi{uAtEiF?G(5OFykD#XW%b;Qn{ zM1&PO6-vBdn2@?)ctYuIIEq1p*%^TP{(|ya=a}j@N%U)Pf(1i3W<*U>9SfW@<<-WT z$O%FXJ5z5AOa+G0RFw@bbVt@|ZbytiFU}$$*WZ!mFEO{X8SOUuvUN*;;d@Vg(BNoS~oxKoE~Sm zXS|k2J?sR}8pb7|j}&j5AZOU{AWQ&SDRt50u<4|}DtkE+nHe5ZW-pj;PKrate!=jq zpunkDN#M*`=74JmLJ-Rb&$6AszKg6dZsh0m@7Dd;v@+V?%%%~$$DnkxcmN z3wqt>+Bnx-PwyWLTTjWT}32>0C_5dBexLBV}H=v|r6V(vj@*90?w==PdaD z<*U+*U%*18k4|ZfW=K`Oh}8wtY0&-kcNA8|);L;-GY#p4#Je1=xzpijQayY*UsK1| zxT$8Z)UBQLs3% zYRmH+r}Y&0j%4^A_`^R*X@#6fXr4KSeU`!;=aY#~-Q0q>^&{Y>b>3<-u7nU}+4g!% zVW?Y#d(#^m$2Ecm^5Lf>je5xmZ_5063UIqhChmZb)8pg~9u0$BMXsm^Wn=dehEy{g z__COD^~XrL(FEW!U{~QIIGh%LcAj+ZRM}C+go)7y-1SRWi$%Ci~q2)!=Ud zVx^xBuo3O5f*5fQRvHN>_!lF&9e)yPG`pOEzYs&+9tSRVQd(3`UXSc>HmW)^8k-~o zcX|2)_n@-71J(Tlu3d4vxF$RC5Mb4QcWZ|6Qf5y}8gqhc=3|XW$M=i@b_-LAj(xul z#(dsLM1h%`=EV1^7GAl9K!-u?qg@{4uT>u#b=J*<=6n_e#j4tSFScy;Ug3atw|jdP zF_G{l+|?@;6DWqL9_{F?f2M-KWQ_|X3M5$8sQaql5UCm5a&yEZRGsDp6OyY<1GvAH zO~T$`ll59{{Zj44P3i&JBJT7av1*^W`AYp{d-BykV5gHm9FfSw`G+kEw*OGNzjEZk z=H-$t6^h7aKd;_Q`yWrinC#L`pJTDSbhFJNc81zFfTi$oQ_CLEeABV2wE5Ngh==8Y)$hM0mGd{;!Z;ncQwF0|X79O#&stj_i_6pMZfLd)to;dhZNS zCRBWq$FT^g{TXO%-v(de;>rn1#fa*#rfaC1lr=^WNq_Den;R5f=F~Hxl|zIJrewM0 zk6eu4gt^Msvt&m{ooF3<+;BtW4^!w0T@l)l|7gr+V#N7RaiFn-l1yC@KCJw_R#YMg zQQcSxxLFmJAb3o!ru{4hkMdRl`1ct!DO&iECcn>X92t$|pl86+qo*tqg+G#i<_tX7 zd%?ro*B29iq3oI9Tsv9&;=%Us#RJe7BJ7%%=YTz``vu?+9gIggIOnQ`HmKoI>BxGJ zFsr`wRWH@PH9SqjEu^KWuJwm{_1^ylTHZW+Ef0`UeGqf9^9G1U?OQRaxw1OucP(|9 zLYJzZmM|}E$+f37h4;(D*c;LGOb*RG@tz$$x0Dy3+4>q?!}XAsx5+C&!K_I#6x6-& z$&zv*(!_QfYfpU|k9~CFxWBsM4nm|}J>=9D)^rvwJ?%G3eOe;!QnZA$J)V!?s6ARR zf>(q-Xt=)7Wc)FEy}{I8^LE*`v<9=e2txW^tMr1ZX*qPE1f@rMC&Jj8sgw^FbwOSe zRn0T_7+;l@t4DC%AE-0t0)`BL`K?t@xn!0jItr>IPPTo1jMQXgEGhiSmJ*c?#)4o& zAxjzMGG+Bvah%1uPN|2Y>Fj0J6Fe@LhX)!#z6xtJY&0n;V2V~9Q_m3d+JGn_JihS7 z*Mbr=IC7{g7+3VDM&rW!ImyRnjgHc?9tzKTWI%!G$(+Tnj{SCROpb;Y9`UO|!!^6` zb9`y_s!H83AFD#6VdAWx=DEmbu`Jfa;j~`^3Ux#-tk?1@xpF!U=H?qdtTrNQe^c%_Ca!E#RZr7(fsQb% znz0IlLAWt-j)z-dp*Ui{LqcqIviEH;=m<38jDwt${zU|_ag;j?sAbW_kB0I7>d2Fs zKf7Gm>#Fp7k5#3*uK7*tR9am$Th~_QE!7Ok9PW3LoydKD>IsaAvrP84XT{&%4*1!M zzZW!_)NJ8)tYI=#5y#Bv5iUzLyjf_~GjVJG$lWG38YUFQHeHk`1B zW%<;SD_Ubztv26Em)C9jQ1)r92If2Nlg-Uv-|5XwhU*T+U$?oL5(`gOcX+0?z!(FY zq@mM`qt&l3WZbkQ#nB4G_29jjAL$((Q~zNM{4b0_HEseRX!_T;?6#t>CF%OG za#Keh#u7@urV;OMku?D6s`9aO$vx8SQsOOkp-V1<_E+=wfILH(8}`&nWCnXs5_%yi z+1cZqdyP43Smuxlbl6?4Y2WNZL{5mUPD~`JvXOjP^aEbSl%0K=;~4kT?(5C4pssp` zfot+dsu{E*wg0>zmuxtF)xY>hYIdIXC>G$R02TnjWmrX+p>mi)11;RnEKuYXbv&Fy z1KZE;fUKW+=e;e!Bi|_$?DStjn_QeeLn`Oc!j2J&ZG8@Kl*!T)qU0H(p?3w^ex9H6 z9#-ICc67}9E>y63hOuyP$DCzCp*M?&dF=gTj!0)dXKX>7?(u#TRCF-JdHEN{-OsX0 z1OFX*>LG|n@%GNRvGa}n)}(%KKKcp^)$e&D;Ft_5HvHRaF{O1hM!-nAk^7LF`d8;b zLaHS#g?FWAeK@|8VN`^Y^Y8jg(M)8_H&JP9QKW&D`vaR^C66E0qr8dc4f!J$k=e~Y zZUK4@^XQpb?oeCzV_7SI0S*SDaq$ls!K_SNZETtW=iw9P#W|2wC;T0DfrhCQU;zO@ ztTlqX52R(`uGC-P!+N>AcHP(yTlDh{@4}y98d_Hg+YapJjUe1xULd9>DX&0;L6p6&e zi)xy-xj{LYvl)N6GD`f&%rFaH)}bU?N7_%WNAaxSvewK0$hYxhkILH9iP!%8n#NT? zv`u9lHnR0R`Px||g*;aiwv5grT}APwr!F9;Og=`(K5kU{TUGS;54}gjnFknz*!v%< zxywEa8AB?G;Ct}8cX^_0d!=1lP(Lo^ddpu>u*I)S)En}7QZMRnke&vK=3kEwZk%{8 zp;blhH~ca{qkt~OiC&{{PAYc4WAK(uj=EUW|UboC=)%Aaz*7x$?Y{W#-qO;s0K%4eJr8i}t7 zveYI;NDQ<*b3YyVRu?VwakO7fI|5^l_Zdt*;~}98m}B!g8ETV=giA!K9EL&L+Py~z zRsQEgjQdUu-5xMlTFr>#5JqX9lB|V8vyq{mM-R*&T?RWZa2{=n*B!*FgzHQ(>p7GoHFF4mpBw}t_t7;iieMJ$@!W0s}qoYsCR^Q0>4HC>hgVY z=N!v82g)45ux)?1R-D4T!shyqYEwmhFKwOiVR8`H^Q5oXlfnVN^WA1*l-$Z27`r?Q zO(Hs>ANI@GK_&sl1ouruj_{{j_yqxMF6_MlgS^y@!f-9YnAR4MnItoROj%GOiJuA- z(UT#X(;#O5wNg2tv!5y6R83g1rRGpRmpjmZ7LI(nO8~hJbY`A7z5ZKWlzqA3@wx|n zY1YByVd)VGCtqyL;^O>`D`p+W1RTde)JRN8LWnwj}tW$YMRRM%8`d ziAO)tVRHVXCBKHS;4{n4l(6a>m@06L>^vLTf3XDWINi~^IxKSPrzqcaANtBXdw%aR z_O$NWvgiJ{FGtYOJ2zv`Y3<{x9Ogp+!o#Tdnr)r1RJ4Fm;0R4Il1+cUPSzU_v6bK3)esh!EguzSe@x%xt|=S0L<;aSiC+%^qY!SSxSt7%;WL( zCY6zPuVLVsuL&>U8Hbti7%)$~yA|2plgKc1_YTs=HZR$fPi!@Ov6WL(?-{7C`6y?exC_@smf zN9kEfW$IoU5Qt{HrRL(RO(9~&EXJvxj*!q!=^ZC`8uWt93k>7Z00v5hyrE%8N~T|D z*LdpVkm=q4eY{?6L-whb%|-2Gettg@^n5{l>O0@o+C+)bi}#eM`}x&l6#p*SQ+mwx zGFw5jq)!5+Xya`W3^8|~aJIYTpx#jO*9xWN0px(jG?WOUWm&^9s)f91 zzn@<(yG;0m_7uvycI}3FE;}``1EBZwHaBz@&Ix$FD@mj4&CvVp@na?9%_@d_De~sm zcJqY&ImGI7K`M_Q^zR1JgOPPyi+)^G3)Y-;Je(X+_(1xJIZt3xdW6)5S|P0?OI#of z=a?a@y5ZwP*@~t>;$y}!?X{_u=rd};lb7Bk3=EgUi=*@g6z3amIQZ0YvzU3pOmv*{ z*dLHeybo)XhZHeC#h#HTAN@+AUn~>*`2(iN7#K<&;Re=|LNcA-sjccgS5MQ;3(ez8qCz?Lto&O+J$6(0Btx?{IQEy*_;RrhEDXERfm2{%@>2&t$ zQ6ZsIWW3Q5mKD-Tz`tpSPE(kZi(#kM}|iMfg8U-|t+KbY zRdHb|cXWe$xQ=EgyE7cMnP|AKX?Xvg#ewE}$zO_ADziBIi%~T(K80b-_zJKGlj~qO zaZGC8sjww>hUgk0&cbKhw#`WLa|D}iptgzEst4)AxVe&O)Fu41qN$hZ7c@T+*vYmg zLq?8qbTx01KLI>#IhDG@1?4lL_%II^<{x*6se9yo~CS_48)C;;uL$27f%Pb+*e@shBm5nj*mo@ zK!G>C&&nO4*we5=wk@Nlp5<^JU@+{w?L(?+Sa`d^`#goDYJh~+Z4W34nj4mXK*K8J zeH-qvQ<1E0mRX@)!qea*z^@={(dJBk#4>7eF)d^NJRNzzd>8mMfMBl}7ZdRcjhy}{ z33*Dbl7sB4pABX*8xnBTqp>~%r={moK11&tDxMQISuYO=7&#pltULD)C-?FO)W6UA ztYKGDkeU;Cf1pqQ7Q9f0FxK^kf`!oq^HAmar{#!Hq*bGRfLowb-q14N3OD@ek)$VU z_`A=msJ#6I`L}&SDcV_`{cVZL)^Y6h;mpY0=85m>5U|G6@^jw z<2g{-0GzeaA74Gyo$`cTY~zNVfE67z7LD$BdZ%J!M#_8S650Fp--73uCw@FNMrR!E zX^0WVUZB!X{+^bqDHy{s`$7t2qB#*g{YaCM(ol?bE}2kMg7=xPftIbVc0x;0GTx7M zx;bAEt*ZPtm}}}cPS2Y>l70d#1=&WXfxfy43DK(ayo>@(FRahqzQ1Itrp14Nz||wA zZ3+yT8b+Mq){fE+R(n)+{rnq^Kai}!8$DFwe_nt%ksr#8S8{ZQB=U4AK<@7azqWdX zf+_m6)gJ|8;)hu3wVh%DYk?$){veC8`VvoPr@S%JuLj22gKTn+?;&WS@$!V_d>J$X zR3PG`Aci>RTCO?=yvDV5+zoihr==Au!2wQ-KN3I8zTl;uFk5cAooXRblo-=42|7Mx zm`uvx8rB>$p@$rr#nb}FUb(r*lU?MA!;m~^%SEpy&ih|=Y;{x&p~-urOWj{xE)_YM zU2ZtG&Da50rfti_neZ`reZ-O5Ua&kgq(}9~`D(!Mt!F&sP?D$d68YX^#vQX5z+rtEW+^3l`@zXyIoAg}l@dfd3S#?iu; zonZ&4abEyh#HRitf-KZn_*`8v&}b-uuNXi0APz|>tL@3|_T$vZr|d^we*5z2<`Zq+ ziJ7xem1X^*K}b2<(W~h~;E20L=f0`I>{6|vH=uG?;mTV~0@6tLgu3<)LT_7|Bj4?F zUeU95&KEV{Iyi7IQF2lP44vN<%jQ+E@TkmE{FM{*dde+@%y89kw{Z+rLbJu zpNG@Wg>}=OtIWXx6E? zEs4MT{lX1=!>OPkpF9!q2BTv2-DBsKx&R0?yxv>((?Dzzuv*u}Qi|u=#NxFBr;wDUGde(@0N}?>zr;_5A`p$39jZGQKL1MX z=iJPTEcPHgNqTfDITQG=^)={4$%YP=HdMbjCwpM%W|D&~ZQ=cJs_B2-k^6RoB!KtO z$6J%KiJEioJJDgRV%dF#Tq`nIVv9!3nZ~*G`0+dV zp=2jz>G6>r(OOl&(?~d=Mm3PhICE#EMYX%BrSkHPRi?kaI}G#8TpO5~gPA^r@{={2 z!W!7JBfdhZf`@oV0w^A8P$dwCYIKON3d=sKUxi?@anK$Ct^k7eh&ZluJjTZ__%DXrY9p13sl3FZJ zdow&cUHBX_&&^?F_&8Wn18!Du;!un4oxGLLE&Cp__*OtuuGgq`0Zp60WGRuo zfwEre6-W95{AQc0h@Qz7RiRXucircKtqn22Ife2=_saP|bZ=?3I0k+*WnajQKha-8 zB!zeWg_G3WF(<;u=gTNa1Y~U`-5i^wINnciS`8*Y2mt&!Zy$~$_peBW{X=mJb5rVn zlNea7HmqCBhsiU%8W%!W$&|&ab6`zJ5|Z_y>AL5GX?BrU#d-BtBYIAsrP;_d^$>>& zgL0ptVZrUQr@z%7Ps4SwY|v!-h8Xj6bWP!V#az(%lBxWoGFS~T*<<@kTC|!{d(RA= zTi%AD$4=Cqhw5X~E!yenngnR8+#hnkNNZlg^y{{}f_ac*3$+h6~6xVt{*p2`;5A98UfbPv`iIxbY=Lia5 zTWssLDNyk4O^R*H9!l|1EVV%!f#$+aBeG=)=Vjmbid$9&cUcY#52jWS4p|o~-6;zD zQ7Xlqs5ot{fq!UBUB(Xff9`)0;9N!sDa4v^xPgFmD8C8i3&07K;Cy0S$9OG;gGLgG zLS)zhvn$$t(FuZYJrX9u$ujKvIx{>ftdp%W?1XQvTamAdV$p0gJX76)#Ho$o$ct7< zub43NlUj@@!!Rjwpiz0jFf4ajL7~KF)-`Rw)mLufD;ER#0?cF*pOm4WVv6ct5{M^= zVu^OvrJcB7hXXttzMs#y=oCm7K&x{oP2^+gp`?2yu`JBRi1avyJEuEiW3&)t=TxR? z>MRcf&4`|SH+89)UT@j=%t}WH$SIE8_jn(<=fS&#z1%pZ`MYVHd8NBR)a)A`a&{}baz=j zlW@#z-Om-y1?2-ZH8XSb3;18ctxP?&I7qg3{f6xhjqwQ(5W!JGdEQwnc^`1hE^C&# zpS<1CtJsLTltx-_dQa6aer~eWkW;8+h`*}Y^m)<>{QHYbBC?P_GWj*4x*--D6Z0eE z&eg~2%*huU_C$!auxGo!`+Y3rf`~-O9*%NwX_~7o6gXHCj_a4=1{q)juDf()yo`GU z(4P8mh>9S8GX4g*~< zC2-C8$tAI5-|DQ!sYl?;{Ows4?Y-h^s? z=s9<6JJ*rk?xNl9QqEaVpb)MtUX}^#bHmz22H@ADaRWLpRXXd76KW8-^7{_Z%+45$ zNn}4WgjaOox*IEDd#$)B4zS}Rz>h=^0>kA?sk4G{(H6{K6iZ(B{wT@E&Hh}kwagKD z@*Om(JzLgVC`_$SEbk_)#7n{G8%h}VXJ%!=A>v|d4B`gV}h-k5WdoTI$|U1%;W%3JX4v5tn`z?u&$>AcZ8LcM}sD z7r}!u7~g~oz3GS#G}}X5-fX;Hj1BcuFjK)`d-IF*SDLqRQG8)3@3hCE!|sa@TW4Qt zO<)cok~T*skYX6IYLj{8cmDHb9Drs3z34BCAkP>mP0kxHxY3&{c_DnEhGgFfv7|JT z{nd>jCFDHphltKlVufu1YIQHa{fno=5Ie_mg!lT=nJLi^&hT?OoOkFoBr(XpI8E}e zR^qS>&LsvN=3>`ml4ZH%b{sEHDL_KgAIpr8dm7OP!&N9yf2omU(LK*+FSDh2z3XyA zWa?yLzaH@jlO5A&m|}}pApG_0pm~yVwmMmC z7+)Qd-{ZVrlm*d{7#UG4pxSvHSs(dRF@-k@d&GCevNUy9Nm z5#`N;|9bAR39t!zJEG|Rcn#*>hUPHlmCYE6rXM1Xja-qvh^9yEDA&bjONK=CWiLrb zI+VHV>h-?yMgc)sl7iv|L+3hBd-ct2L(>fw4KB;SQc)L=h!O>h)}zd+aTK?s5c)vz zt7jy+{r0G7E!`Pe+X)1uKh8hxZ~p&@)LU{Jyw49bvESXwaea)3Y9HtsYg-vUTLU*j zLcHEaFYX_^1U+mmP6S?e{F!AD(l>!#ndDO%-&vsXqDyj7`dogc&K18}ha`Ae4t{h? zEM50H6$>Za42Y6`9J`N*#NPX#{{^sM=-)*VX0*8nDbj=Xn-vuv4v{;QJhs1i%I_fx z+beWgtEA-9QRiyA7)iwC;nNw%@DdgU%{0THbnab&MlMY85JTcJC-f4hKdr~N&l^(v z-|ok~I)Jo!NrMml#3tb8n>D`+@}e6>-V(#^Do_xKqGrhI=Dz&zEhUyTtp&V^0EAfH zBSr~Gj8RR8AM3Tn|3lbYM^zQR?YeYGcXvyNba#UwwdfL%?(S|7=?+1qYth{u(%mQ_ zC0%DOf8V$FKHnZ^oWItP;Q$s)=6v7hy|3#gzseY(OE>sj3?GJ16@uig$t!_(Ehrlm ze13s%2Ip;d;sdbfUAbe6E1Ar?yC~!~fE^Tdf8`efDNm^%EKJsN3Q(+;`iZHsHFXJ5u z3Wg>P%Ln#zj2;is<_)-sbyDc8y(-k z*Znf>&=6grS0#$_LpNfvNN`K0l2K$r$;Czf&$lO>_PA^%9ol!7ALl(`;+llco*0C; zkz)>cMF1vw{2Ku{2*Y=&@ABeOX;@uBbCKkemEO?XE?6D3n~dh^7U^Nk(guu>HrXOP zX({n3q^!4A$(TeE=hMB?Vg)1S_OvEG3DqG9^GKqN~1LS6oy6{+u0h@f}USQ(DL zzN`6vB6l=3l-PU+8UozA3~jt`)#wC8)k0V}s|>D8}gvR`tqsb7;pD z@Aa@IuJ+q!t|z#M%;k3PO}qxeC=IB+R#a@R<0vh=!Y`hd5}$Pw^nh#;v+HxKH|+r1 zV2Ssc?`C$NJ&Z!H1*NVskA8Ox9BZ$VVdb2Iq9oEihT;%h*Gb)&ORl7^WC|lNN0U^{ zp{>*E#bM@-j|E7)Zg)QMmWiC!4RxV0ADw#@DPH;=N!B;`SQp$c7*?mpsrUcE-yJs8=hoK)pwptK|DxwU zGUBCf4eva~$9c%I+Fk(;$~UaXT@x_^pEUyCQl_|NnViu|a@}Q&RS&7Bl^V`&ETqDK zhvgR@*zppEftmj2TS7g0+8*W)h!yCpoWI(-9^0;@LrZ^D(idd2L`6tkQFB03Ata=y zQe48XvG=xDBTus|xjwKT61HvV3Kfeqe%LG+9E`jPg3*}>L_v^vqr=)T1Q{HyJwcHm zTM=3}sQDM6sU))s1)I!-4vqzUlE_eMkXxZt8Rd0B$ErD?+P24{e_|2$vM<{rG_`YB zLe3a_uxxYWyjYE_Ajv^H}MKgsEAa6ND>sP|s(M9#uzvA-nA@w&XK zuo7XWk^i|V$8z@q9(!1#z*B` zm4`uIE_#E?m)WD2oinUbkndn&Ph+r-B+-xtAh%W*|46}ow_iTsvSaMI1VE4xYIxC2 z7Yn=6gkA;u!mbIbkr{&#cbfTf_}Rq&YM2_zaM3I{(JoH2f6heT(O|Ul=tD~eL-OES zLwwk{Qj#yFiA3IiG9o#iIRJgX z2NEBM0NUdEK7{=)WNmn9Mb8jcig_B3I&oSYPAeWpHS!rDd^(QRx^jHY9NawR|Hqa4 ze*$>S{(1~5$q@>^)9Ah0h6w{IJAQtgnW2MKO=R0L-xfA-OoZbWJ)Gu?PM>iVhki&0 z)frf&>YY6YrKAT0L5z!ZOd^2~t<9L(=I zYe#`;WcKuT({t_~FuY8BRSI4`@C17!(qFBR8XMhc&`qspnyC}h2HB*y<{dig+ITYE zo$5vfAG&(st{9?`y5UK{CJLhKXAk-#P=B zJ`$CyXbdqhfZu;=*0g9U?8ivl@Co9YexMoQyj?TwFkdOp*HDg7>B z;4YKo03|+G9honlQ3{j$*KK&Z4DUhpF_t2Ekgk`l>xMAp-g&RV<=@PL+s|3E;q+Cj zv+IXY!qp>cStnx+y&tBO^ecLV_YdZb^HSgrxm3ne$5P$r0?J6-YH}N|ntbi5tDDwu z{#e}8?s@t>4X&iyX^mMNueeOWads*Pd>XT8UHZ(Yo!?$7kPjDd?W5@qezMWyPM1TQ zVs`#9)3X-Ai&j0Ar|iJnYR#8K+b=^8c+Ey)T`UA$kNbl!x5usybDE{^<^FqaN4AsM zs$TN!;`vRLu=jy)P>oa@=>(?PQp5~I#Z1Fl zfmhFtS`XC=BaxLa)O4*6vqB74wE>%&{1YxLjz2KWg-M8uzu%n6b_SH_4zv0>SMFJP ztu2-Q3Qurk68F!{Nd=~abFIoVB)N|hx*O^gA^9T&m2HF5EseWOt!9}an~QJt%NeCP$*-sq{MiUM>$ zlMK>#tL{{XQ86haE{irm6x1u?PgWE{Xj29{YgC6CRKlz7CnfhMJZYKE1b^UJwjjwK z;Xlra`n1Nilg_u0#7)9*PNM*8Y;aunbD?nXR+~&DQA!1lQLld(0&=ob$~hYWI?cO` zvRn_)jmx3Rcs*&))s781R)`Ll#msruV&?K;a7;L6Hc$kti=}(WSH21dAfTlBeUrfx?$$i9y!J z!H1TO*eDEuhT#8$;%nHU)-OeBkB~L7EH!-iRfgx?_Q4jVQ)Nb7XlQhqD~2_`GXAxu z9IVtR`pq@Us^ClMp!GMEK`lG`q|PO1xU@_G8FMvoE2@?&@VJ>_^_$~PThS7yspV#j zrguEDA9k##nJdO5R}PJZqJSRs|Fp@V7IS+lZkACVd>6O#{{r>~^ zJ+1cEV$D7*pLDNI|6Tl=(Kh(ynV`##EFQy}P6!k2-9TfR!M>eZ~1vY@q>(SFe1M}qSXu!bqF zXXk&heZrB(4&k(OJwwxMgkOnHd)~BQ75opjj}ojBm#W+L>3_q0*Huc-qTRh9L?Qe2 z<1+-{#$$$gI~@f@laa(QEdeeAyMfc-NUkC29 ze?GdTy5&tK;6f|*?s9K9(uphj>pN18iU#+R@LD-tfBWAsrJ3Eyh;zw?gE-XQn)arN z1vcKJ(u|;G8-D9=xnO3F(K*9_B_82}#ROt{qEjL!C6igu4#GGQthc#;0bSe$%hCGx zImz0ex*s3Jy$0@P!j=k}({#63c==mN?5dI)kjORGktfVhwd;! z|5IT1>rn!8%7{39=_FlAvhv6-3)~)hdbC(e z@;c-NCRtpK7c~8x8T;It0&Y~64BT%I5P5z@OF8jsnLSi{4U|fiCtbEM`*rK~U9ABQ zq+UF65M*!DM_Zm~ieu#7*-#9agCbzjQYu7oRlMf!XA^iKLk(ASw<_$%_S{Nu$b2jw zb_g=M*j<`=fka&G-asO*xN%bfw#^*<3tqrCh>9VYoQo;-`m`B=yFu>$!LEq zVEHD{O5j|a5gJBmmxerM@iKtY@%;iD^oSSy--M7@p-j^4|Rr(xAV&+~2m&mDpNnyDkKJ zIo6)O_4ke<&Js`!{=ca}B4dh{??5bLIN=|0zM)@+gWGrTs)tQ+cVMOfK94a?=e@gR0_N5uU{Wj4w+uHw zXDJgwj>%J!(tU6Ca}AT88xmVZ-B&3%gUcX+R*sz~)w_p983Uu>YvppFWxv66BrN1>LyF|33{3G^^g@7NB_+mHq9 z8HD%jDmpKase#C8e7+3or9#ryr)%-Izkli)y{=t$MZtmE3v6lxgT*4_1YgNYyX2LQp+vi#8=}z<1DFV z2_($M z!lII{W`BISnnlZgEh70c}{@gR7 zr^-1FSV}09$pegozC&K~uD<`bdG$c<3uK zzE_<;KoV@uj^-XKU%2WY0ryD?MV1FbF?aN9k*X%uES?j~-t;3;g?j#~N`)YnpZE@$ zm?$pBJGoGri;AE>v%>PA2`(EVeaT6qtE@$fwfk=jHdA9IJ$syrD~nwAXjj)7!k+?+ zgKCwXBfTq9(o(L%u7NF((VU@D=%Nit*5hN8oG|sG_sz1^;j7Ji1D{0+kbD~QnO$aq zYno(SQB?!Z$eDE1>ujyBa)4xw?go$#RB~lr)^2MZ6+}Nin>>)QkNoI_dC_i7@Xmlu zVqzE{FF6X224+J3Lf!yXvZFTpgVqN9 zJ5Wu%AKXAFjaeF@R2LF}-mApgEVLH2SBi;?mZIywHhl9~S78?<8b4MgzQ>ZMNaj7M z#QJz@rVR`PaKw9>v6cx4Ta*ka`4CeLaE0w?1~qWswwr1UnRC`x@sqCxx>x@sY6>GT5)^WX%Q=Vh0|#eaRJ+q*{mRi zvB}d^VXfeh!>oY&;-F*2*(#P1oF5wd#u|s`?5fA5Hb|L#_2Wo2$QUVIiM@k|<_mFg z&^DDp?*QFd-ZP}qhuKE&0arqIWXO!2~@FP4~EM@kG> zk8BZp+o7FE!Wr53rjNhFLPoBFO`{_k^JCZI4ll5>-xxMZbn3EL_nt?!bQ zq4m7g7js(h7lnsytZFdqkrhjzdrZ`9fIMrO4zU`#3N^D$#frATAB4P>lIK^5+t2(q z4aZws9Tcr_cuKpS6;$Zl@wuhS7O!z<_Q`C&GFLy1Z+O4_rX!Fwk8?iK?ic4+5v55PUh|$h+wd`%~{XT%@ zTAH{5%y4v|aZjDx%*Wz%Ag_>Dl`Z9mxvm4Q25x^BK&;0oJ)B#aHwM-~P>q~~jw&z1 zNjMU*Su#nN^#OLrZI#Npuu*t_2Ob_)%TeIuf^R}8S4aUa3i-Y5p{gOGwaFHUbxe z4E_D$ZF@Oz;wmt<3J(cbdxSvZ*9>oM-65+AVAX*KAuO3yn~wkei}Ak*%Y=na*i@TE zgBajcB>k#?FlGF6(WaDTj{aDz%X^*EoMGml0A88ASzY{OoJY|$=JM?N=>5J_n0@m5 zg^Us4`N`>``03T+*k!+hUKdq9jtO`%$_%rY$4jXZO8Phmx`2#=q**Qo_ zBK}H{u`}=Aj26)Jloa?i8GZT8vvU@*sZkp^(qWeQG>|rOT2d|*w==I}ocoHAN@5$E zF?T6=A!Hi1FBo}OGy$ycZf)3KVhQ|?^*39U1GLBj4fq6N*l^w`{IQbs)}=ptVH1Nl zJ8af_Rz)uy!?mfUGtw|9^}A@ANfg)z7*caKx}l}2yy5JW(%~>mAmmeilJkJEBe3oQ zpnNyzQ?bQVe%~p{=knAquyDY%*ulle$ux3xh=Dme%mm(&H2@`PPH4(AO_jr)jP94w zf8vad_fluL$)AP6gTPsGjQJ}Qm!r$;BGz~fZxK;-`l+{H(uasejJfuQA6zxWWw=4t z$qCQPo_Aeg#TrB&lPjHvdQ;n}L3wS_QUxt^S8VEEIXSNCb%7f3p4OsAWrrR{mhqj0 z7vGfzJ`JMa|ZHcJc+G#4Ieo0;v3c7g4Ly3WsgRAHrVJ1=aajG*b zDuQWcl@Bjmu1qHC0ArH|TX~)w=9IKLD0B~`!pFRfwo$*Ig*9P7Q-0IQh$LY)g)DiF z^f4LsAh2JGelFq3_v8iV6D_X7T% z;Bfp{6x<{zlz301Dcc_g=e~^gy2esD%lEsv=h(MaTD;SM0#dFn?Tb?jmm8A(c+80J z5?pWvRERVS@du5I1bW2yaazqu$_?No!#f85d|||vXSk{_dhv#R_U>zj0JikeXl{SmXrERJU1v85sc zX1YQwbM_?m=HDuTjFIO>yD|&T8rm$wDmmfF2{%5%>fPsvQ2{G5;8)Q7K;3V@+aF%H z-BM^jfK+=6WTY}h!rI~GiHEWB3Rd26XkmU%QnYr0Io(Gy^^Z^G7S+T(7fb#mWX5~J zg-0I^Q3SRaHf(YhNl=3YZ`3WYkm5BdTf=o7u-{OFl%&V0yrzN|^Yh$NC7oHoiC zjY$h6mM-5{8q5i#VJCr`R*Kdkq^JJs*s+~aZA_|{y1A|t+v<6{cHdPmw;w%^iN*lK zhBmEO9-E@dOF^Ma1M1<(nR%?tGU&*(8+TH#a;l^PO;k zvyUW-=A@=x{$l4%ErP$EkaND;TV!f;6bnG1sEsoZEc|@NEBz&i4uibBPJMH;3!ur1+ zvb!R=d4gn~{0|}@21gp(83|J70njNx(9K~^uk<}{Lh7q+7g_nd@v*PBL#6UuSGr9l z*~~3hJZ~zn)8DJi{!upba@Y+!;Ek*upZLwMr{Xafc&s|4XH+s_zYdPA=(i3`N9UvL ztTElhCSousV7&m@15*Z4a&JdOWab`{_XrY6q@;RsBK&{Ts| z8k4!^i?O0%Kfk{AS{p&M=%uLFh6jXGF54ncvkn(Q4~CZ@9DYPZF={-`82CoGKcz;2}sa zi`GA8nQoY7zU^h@T0omLlXKkS3`Z0DmE`y_p!WoVr5eRRjQ;yPoqwg`%-Yv%TbWAQYYxwQ_aKLDnwM!7q~2=tH4+jS7=~lu?2yg)NlB;M4&Wu`mMG z9}%$l*9l+$o66*d%B0k`OQJ`Di(`G?ceUazTt6-A9c~55+=GC( z{mEe27?Rn6(4449h1K6kR-8vkTnN7$OWji!T!PN!Vaj1T4Z&+ZdQcW)1g3AS64` z(lK_%!;WCP_0dF6m{Wo-k01&I%E>C<--CBAc3jR>8H}y589V?lDYMt|eHv4q*b6tm zncNEpH$(n@D$6);A#nbA32w)q=~| zRP!Fytiylx2RbOcR|5b5@#93EVQli|Pnir09&V0l@O8D<05g|%y0Bz5@ZAWL{MUD* zw!vao*f5G_X8KjjfkUljZa!7?_iqj0@=UhU6jqgVa*8V*{gdvOVb};RVRaci`LQqX z5j{&&>RxIHct4+RPcbPxkG+5aYReXlN3+LPSmlejPO&*8sxMmH0 z4?pua;(J;S^V*crrv=yr=-5+IoDUc395yg9%t*0c^gW;dIc@$z#mhUn8a z#^D7)2CM9!QaCCW)dUl!k@%x`mvnY+nPPuQD&8R-++k`sD1wql5|C83MIh7D)=!`I zsa@B>()R&^^S3YeuCI#+%M#sWD9|J(aNY1`27L)KS0N`y&G)ok1_sQg33jIx^%gJ{1eM|~clP7E%=(1nL2nF5H$r7d>K&y*Tj=-mg4&bAjBeZ-s0-zTOz))RHy2Tb|A}`7gq$OHnCtf zNz20Un{YwLdt>gb#XtW?S(kB{)2BZL&<%H59@RgpW+Oxfkz$P$_p+VQtDfKE>CBGoZ zF?WU1(#B3Z2vE%oY6|fUdRSMSQQUPSf;HXQR`ad8u7tYkFPhECBPcOo|FL_p?db)S zKylEqZ-`W1oRS8--ZcKlQ|Q6Cy4gx?-Si6W4SfNwzx9IWeD zsl<+jF{BuM-uYcS_0L$qqo0Q;ZfB&7aC|V}J_LbiKSp=Hq7(gQ{YIb`K1%XdwG81( z=lebr!Qc>J54;{;P9X#&1<*IH#d9kynv2`zsidk+ABM!<32K zL+YE%M~Hoeee=qdZPcdYCy*h3GlHrAvKu6Dp!)|_v0d-yv$HS5ENv0cAW zDN$1&R_u?9)TSQSvG(^A!m$^tF1`KGGlZ6YC;h(>-?l-NpDf5X>$p2Q)S_c3%He`Q z3Rp#n!w!vE@r&53rztbUDu54&Y7`(x?Z|x9e(m zAffrPmTLfMB45{zb1H$0i7avS9@FOnf|?CilS0+y`iy-LO(-UYO#MacH6;?#h7rr& z_8^JlcwS#}dJ>~+?!RUu=SskgNZ@wfRO>U7X9TEeWRgdCC>3DNm|ohF!|kkTfD^vJ zJ-L9Az8H<#P9TK1;Y}Vne5rc%bLi6UNQbSiz)I)@Li!Wf8?|^a> zN#*^=sE7wdBe@)lW&GC*8y5B|&1@yjUCiBiimq?2^E@1FfUAaYFDgQ745i?J<;Z^B z|Hr-rZ0$Kxo+pJ~6iWt2+W}^oy3sX0S&cwc$~OU}NAwV>j|AdZ_1%}lk?#(hFwpSh z*PA@J?qK-hJ)R&{ZSS9Dzvi9;0MZPPbmLV&{M7{{C+jVQJx*&N9}qHDQm+*&uGR$s zTzC+3F0*cac;FBMXZ|JT&CQ~)40#x)d!fMg3l*P$SZ*@o4x1e@Qye!4N>36=#Z)GB z{u4XId!w15Efim<1^#;Dd*ZVa011YY$o?83%{to55d`XT4rb^0QR9s(Uj&9A<_Te) z36a>Z0&gnK6Z}W;(W{6hq`Mgy4=U!{{-|#deq7ACA&2v;6nI`6aTVOw>eGYZ;&uG@ zdns3MSWGewD|`5U_XGsl7YRDDiHE+StH&QbjlN<-T7;Hap@Ye3)|P) zfPw9IKv%hTR3&S4{p330ZNAIF8_;Om&uRWr%GdGzaata;GWzCESNIpQ6kc4A`oiDk&Wu|bLlfx zgvVb<`(5)K9MXR@rTzYe-Gnhb6l;TvnA*7Qv=*PGINxE3b07)>5qB*f%QDV}qK!hp z=Yx7+XO?c{W3#|vHpcfMeOKx^_9ZcuY^;2O?hqqB6gczy3&1JD=EgGKd@c$HUt|^x z!0?`Z3CUzZ@T)tBn6qqD)-1p&fvJbg2B26InQiW}qlsrNe7qYH6U~ORt~IwP3j^XU zyCH+ihe)nruMIc3F#_YMe|ms%7-5C|c7d=@NY5~WqBYXEbZdE4HZ+FdzyBd z@9#;8D4m!6290wFPWl9w5uyaR>Uq~?=lpY37a!u1GcsJ-tXQyvp=t*T;i_1>1HsKa z;}EUisJ`jHj4<3!T0c&#o0!3>!w3`(p)C7NBW)j7dEV$ch3>F{4O#P5!%>RRm}5}lx+goOdtxh<~!BhXzDBCQ)rJ@eMW5D z^dJc{*=(-^M9ht%rw6smy|#QL&PhibYW#YS-&qlD;%@8M!LHdM)s5*u8kD~MCTsW9 z2ht*GqIuq^eX;;nbL_QUWwFD94Dxc2(A^LoahxwaCLomJV6eLY&<)m_^B?j{l@U=j z>f9_0@X-AY5E5m{A(QA=hF_}kiFfK>k9}#f1-7Ho5GoPdjm%4pRA#^}RW(>s*$A)8 zy3I?0`lhU^<;@>LxeuInd6etGQTz~cl#^#9#`@WEiqi0g7!e%{QPo8XxF=gE zrH3O#TTqOmwA0R7pGe|>k;}qQwSWA>)X2I=$Xrc6;h6z)T>g;;HS*5Y%2=}Iyq(E-Ox}czqgFQO> zC%Hk|xzkmQ1rV4={A%wBTdwY0r$h)!SgeC2VlxMg|TDv=7SVU59*Ic!Khk5EXx zkAQAZm9J6vJ4CY^IeLzrN8KAy*0{t;KCtuK+LZd&fMv_~0qHlG1l4q z@BpOT@W555vA3JNsg{B{d?>(Y1G@K&xiO~iyW^7h&6eU(r_5VoDamSB8g-kKAGdFq zi=6A8$r081dZe~wcHfT6l%L3e8*AD73q*fvp9wA&V3&9}XbI#k>5SxYV=vDRh#G=jO-hV zOtHqG%zktO3N)-HEEv@aSV4H~OjUgV%!rUBb&^)*?bHZ`jPTaYjdh@ee^oMC| zI4f&`I?UO~|H2qsuD6-82`0b@+`>(H9!9&}rUwAeh~VHqf`n8yO&fV>w+{|Y-vfbT zPmIC{y7~2m&))$eK^3q$e81ar)rup66YiZU9e4@XNx!o5yE)Kp=o#5w5S#+8Q(+dt7$R_EY5!MhwV?BmMo6!Fd=5r4EfCY3F3r%|+ zG>nTOf1&rJ{OEB`0ktv+vO>V9lAyeEA$kFZ;y19%b9q@3Yz!<=K&*X zwY?3tpEnyZ>Sa`Rc-faQ7*oVVa^BDB>QFLq_U0za_TQbhp#JJ$u!dN>8((V~r(SGR z4Tj9_w;u&d+L4r1NqB{WwTb@_Jp;oBzM-$6707iS3X36s$U%6`e$x5}=#D{JM920J7p}J%1O9@9`DD^y~94;KmV^NR6vD9cUgZxjIHYPVG6|QrE3PMR? zn#5a31EKR-$1PjITe~+G$2$~*SaapG|EVDSz*1aOj4Pd6Xvg0du!EC7y#CX(`Ws@I zD{vOEXC3TS>4PnOPl|-8egADyBB6rPuf32^B9E{wk1qtHkz1!`kbpJ;0&nN0oUOf; zMvIC|0%{3mu@~<7f6-h8b8{V9bM1) zu$(BD)I#@;qC9~>hM@7U*Fa>Vw;j7fRRpK84R%&~hi|(U2efE{kThXLitt8{iE;SA zj4;V>popZr^pK>*Fop5oP=w{1M6vkbca>Nk>>kV$re#iZEn;8&KHbIt+yFb=^Wd~x zD&OA+IpPT~Xmazlz0=Hpn3I{UA%Gx;E|2q6pM%fCwD=;>_;?S0vQe6kMPEYE-(Mj| zPGr}SoQfa{!X_dA9t^Dx4?CUaF}fesIncU#IIf<$@Z@Okzo#MuVF{ngy5UGC)omgy zSx^^X|5d6oZlPiFn6W5bZwKfp!wf&HLqvvH6V4gxX;3Cp2>t~`!lDQ3r1=I*k_RRz znzLt~sR0qJo!^k23y_l!b?lFIYajV78zQ?mV_aYsO%tMLP_rQTWbxAvCMr|q^QEGs ztq_-rqc5yTY0Iwpk83R55mmnj%M4q$Y5vT$z~u{PC3ChjnzmBe7w#)!<#3~H7<#U! z-m}uay(4cAv;3GW9!61!P3%zMxi_B7o>k`kaU8y_?9?Jb?A-!ndhasQ@OA2H<_`>S z&cJx1jYq)aQ`gNOhPkxj6^c7=Z;U+^RDLe`^O#UCZf8u)WRof?2`M#bUn7h}FgwW;3lvQR%uPPCSk5MxMnJJO z!Ieov@0$fMYY?^1^}LRieH>I!Ta~NIQCMMWGNqjeHu++nJwkjOFI_(L_1~XrR#bn_ z`!KAiO!V=kVe2}Aj7+B$VdEGbQR(l~K0_;0GW`M z{PTj035+DJShO7xm2vk9!?-yL(Y-YxW$+;Tq4j#T))Zrt#~kms+KXV8SZk@Us8@W{ zkiW;quRaUpw)+(>2{*9L_&bqHGni34tSKA4vat%hvn+qd>ZbBUvIzh+#vuOhBq_?z z)5A!Elv%>t=^WcTb4A6sl!TFCO)?oK4N%+Hkb}1==vp4$AZy~WZWjAnR{DTP%#W3v z)m)Mb4X*$SXicD9nvnj1X-3>j}t~=kSA^ry}+O>7@1`RMr1EnhE zYW(Fe0yZw=o3PN!_a-fJ1+JttQ>}8uM6Aj9J*Dtcajj~UR4K+L%{{1-f?x^yV2_YQ zZNA?5J*1*-K**|uNWVJw3@KRDFDEeea~>vdws4kwMk4Z;RhkQo{7PWtWjZxvVHHbl zK=}!2m`@wY2dNbwuHDQ5smOi17{0m$KP}T2h)LUcC@~Exkeb_ZX^9_LBAoBwpt#s% zm#0#!7}<}v zU>%XdOr+n2{SWkv{~w?y>(s0(xEU;G=dLXeeg{HrlSN`*B?gHrfTwwsv%-Ba!J{s0 z^wGx`119L7*3US4W7R7=7{mif@pV{_$mKjl^@X$8^PaD(11A(r*BEG*(SUZB;HQhN zNDo8ewX&LVv-V$})AGN6+mqWW!Csl?^mF1DX6Jk?Udy& z|Fym%hxzVVcIpCL#}4JiDrOM&6K4^s!)aSmyXE^MY9Tm{eg`)KKc0COQhI@4W`CJF z@pYskG({_o^JU`OkBzX(bnh_x3GEsg)Z3%U1-Y8+W^go5oJMvH(70&syGW1<1;s+H zAT9AhsqxP<$lc~^ru6aF4=kU<$=orS?7wgckr;6G18`3m@x2~dHDwbsb#_YZhOJ+! zO$nQp^uCOCHp;jf+Sqw^F|lyN%-+nPs337**e5-*Qt5x>)w!R;5haFjpub0(;#o#? z>rad6W`~g|S8nGrtg6k4-?Mw!%^W(jjQ#0K%!7T+Lzt%v%^#gwkO^ASu0<9B3KsQ{ zhzh_da8UXh?WsdSHE1>Q5Dqj6QNjE+>7$b`wbfX#i91mZPadb4>QKTiJSqK$<(oPd`_f$R`eZI7n@7`ucS*=zHzJN$)Wc8t zt;TvUr2*LuVRa0FuKGond10K7M9{LfACqpgyXkZ6h3uOgI`0oyqO46H619sRZAik1 zFO#~p*@vYFgv~?WxO73KH$XL~CqCftj`lmEFqr;Ow*U10Z+@+5JEmV)3_}_nRw?R( z`L<<$6c!ccpVPkXt&TfsdugcF0Ir*=c zsg#cBjQtc$hqDTxk~_|FpPhxvtvD3ipV(i%c|JI*|Ku~vc#~3-f6_%e%T>?;giDdrrzaS50R z$;Ix?N|Kzo)$vb` z3!4kuHWtj*?$LDSGa-bi`cIa=6gTC(8{xzHwV5{|nSF&su@GzCwuvBi}O3<6qi;+@OSsqXLghK^Vbs`l=Dh+aOp zxQ%-QWsI_y$)m5DbK;OP#ws?Tj8W{qZ~r(Y^iY(gmWSi2Olzw7P2>xccYcnUD^QvG zUWL6HEx<#$Zr+eF!ZMuUTA}|+5tdG~+@I7tPn0iQ4kmLGID^H3JQC)R}hxT^AnYj~( z3${P{djn(BLPQjA#!lvAjL@FJ=<;<;kX2GVy6bSY{ITXBvP$Hdi+nUO~j5yUxR~X26Qwaw? zqwX+~a;ze6%(tIWsRwBU%R2-8aeJGV0*#xEtr>*x=@Y%TdBYg0FEEW7eHKR9r!u$R zDRXtIiT1`Kv2Ps0%!QWDelAU7|K8XGm%o##-2Qv_m*>+I!{VI_yWfxy5}jp~Mmax9 z3jDVS%ZN?5itwl)e71o{qkNiEg2695^Q3J8or&EpTk!aeT8xz0P~5=J*D{9$^+tOv zCF&5*?pq`KY=09ZI(aHh7^Q#}`U7x23CU9mMOjHZi;m_BE*xQd7b_PshY?U=e<-&q zQ6Yo>e7x8&Fp`CSYK!v$@+C(Y?y$CcM^|*VWJ!8L!2*~`8K4X%$_CH zztVF>tXb*r9DfIf>||dXEn~WEt>HN8`Z*u085*YgG%DHdc;z&&?e^;}arHrFpL?nV zS>{&?#+mYFWDg#!f2ck{U`lWl!v}i%nG9?Ulxw^X6JM3mv-Iy6t&Wh?CYwXy;{Kni z&N?Wn_I=~hAPo}I9m3MxElNs>yL1TxQc|*jNGOd`E43)njVvKc$08llN_Th1@9g`& z^PTyze=ujx0B6{9_POupy07bl&u%-{{*W*OBv^WYRu@h@E!$wY&Xui}QZ{}Z&l2n=itnSWRI zBUixG(*ppBafJv$nZ6cbE0kFHKY+v}%i>;&1@V7MATa`dGOmb7rRzkcuKyOSv!8Y*T#9v`wY?djQy-}@DF?W(@EQQZuffHTh~1xf9R%KXkS9?#+v~8 z*&L^VvOf&eABwZ2`0hT|`ll3ueqHvD*`g*Y&e2C+sP!|cu0;cz&&szSYifI<{f*LV z4=aHlj}`W>-_krs`N-e^xW$cqy6Xb1{1ZxzX*+Ku&mnbY)r4JM=PM?fDw#5R4HcPI zEs|3B9u*=ZE)BiP7RAv}7Z+T3er!!-C57JD52_y%ZD^3CDDzVA9C)62`Ai0D8;EEXC66AjNF5LUb zg7Yk%PQYua&j_FuC!M!632ozrvj6j1;-*IdUQ1yoFK_F3E4?sT4Ic0b;I%Bu8nUuZ z;%&IDaB5jJi2uiH`3vo}v{_sQX7o+y9SJ~L>h=EBdxvy~;a1tDR!W`sQL(XI z_SaH-s!I{fT?$%;Rhpfs(I<75in^pvRVa%PvgcF6zh3?MqA0ngnHn{zC-J41;Uptk zZ#qgl?-$JkNIoypm&4COYfrJMEWDS~6&iT$mfI=`=m zs0ZT~gVF^=os1s#_L-I>yPE0cj+I$@mf3!8d}NriuT>H;uu+}EV72}-j5*O&2vjio z+N-6e+V=CTM&1Od#~Jc_>yJk6Z_$Wp5|W$-K_QT-H@^)^;LJ@Lxc~rp6MM1 z-5$Y7Jt{}?c>K&|a&*lhvVxu~w#-+iph7q#6f5*UBjyB;@74>cD9`QXW0dt!u-a%^ z+sY*{O#P{R*k>U7eLJxIyL&CMj^8eH@yyTgas2?f4RX>yC5Pe%9~^dGl?n;$%nj}YyqgX<{8#R*tQic?rX<^-{I4zETp`K>K{<+k;?qTf zyRkn(@>vesrMYt8m7mIJKO(*$({w}38fS{zecMN2sWp^V3SplTnA&=KEZf^2J-p63 zLvjPO#x-zreovT&Q25teWTDvfy`mFlSBIjVL+q>+TWE%5>K|uDDCmrGotQBsg?Hp0 zgAOk;&%LUH_5K)}A3vC!QnTP7qTJdi@_8VjRh~5+W$xLvD5+>~e^*yeYGJ_9HbBj$ zE&U$OBgJJ2ZBZjNeQ3>HqsF#fY80<<=}4j<0q4jg`U|Ab1(;AmL_+6YQHSIP0XWDL z=@xN+$e#T9d}uxNVjx305i5%TU)UN~b)M}7M(JlRWo(~b(Z`G1Quc9`-vAOMZiWa> z_JqE`SgLFH*6c6?HFd~gnQ!A(mFudR{8~>&uVS*rR&#xg-hs;|lh@ir=R}leC+3I) z0i`WhL3pCN<}Z|ym0V|y_RyR6ZUdP7J&`$0%>Zg9LRhI-gM5o_LWfcIbo{}~nt&iO zi;53K_xQ4CC5xo&u!NXhp4i+>;^B)??xX##eilYYK+IkKi=8_l0xf;)&BdGjQ9Z@X za55K;_ro>(Jo`wdx9eZ!=@P^sSpMoi@$wAJ6n%+Gcq;7y9AqMPD~yf9+Ov>PXC#}n zs%Z2lzV^U7o3VssznE|;e+H+#ZNB#fsUv1zw0a*}KHpNDsGgo(oT|G%Y{nsJGJ;Ni z)1P;~a67P(#pY8@G*{X7o-bJF7>hZgrn7NLI06SYnL}6 z0~95nG-Rd{(%6~hFwAnz?-$azViwtGzuPinV^LvszN2bdvkLpEL_gfsGHY{Z{>U!1 z+CH`XVNI+!G|!I$s~ut`B%*me7v@_S+e z2B?KRluPf-WX5~|_~S;wJ_0@JB+s14$Uv@!2l+*~Ji($^?k_Avsow&KaC4c-R`)%Q&p$-WjD~6qT9S{-esbk~( z67fSk=Vy87TCR`;U|6+a45)`j7{V~-lb!|e@lJL$dfPo>dUzpyg9bUQ-@ z1*I{pe~qRQT-|Bt?1X)LQaO`cMlgcO-CJ`!lB;#GAtXsdD5x_l#jZJ+DVy35mVj}y zv~XYfzGQ#RZ|MXHYq#)TD%tlL9*f1cZaP8^z4>_UdX8FT9K;N02qo@^fxDjPO`q{X zlf_J2vEDUC^{;PF{Rq%gxLB?*PIAD>P42$yW{+QX&I$BrKHpn!irFwROS3FNBAk1n zrE^*MFNO)8`LHG~qX=w&Q5I!`FQ#pc0gt3g#y=j(;$kQOp@doZb3KslKX1SH_mSvk z)voZg{^{IjAe6irtRTTYBXw?#Jz`Kbxxo%js_Zy*LcZ|ZpB7f=d(f5JH0&@Vzluv5 zHW?oy+x50B8W#XT2J$vv^w1v9yypQ`2hhQf6tI^l4j0MtuxE5_(G1EyV!{kz0}4oy za0ip41$kPjblx3P@bv+bz11)(bVn$_BY)W{6Xq`cfgA0U#6dAGdd{#$9D>uJ#YM+x z0;T=y&-i3m-%JK|{(f++IK?E3KeUEh@=j~akj_X<7avdv@E0dNe)kYQ!?rXk^=%{h z7*HT2()IAuIKgILYQ<47`@Womo1W|Zoim#S?`hf}uLFpc(%NA%P2(_j?mfi?t))ek z_Lcn6Vb5&B@|+bn!J8zHmNs=&pmEMGxq!I7rm=w7`!>H=Q(9}ulMut{TX1izW4C@S&QvW$5yY}3>F~^*FI}siXYeyY#(BBnPA>d};} zSQc5u=ElGtXr^(YSO$u>Z#qCMRfC)A^15i8o;ffqUAi*&{zUCnkqm@zE|M6szosY+ zDo-xVaL+GDej%Hmp$l17I(+7NB77Mqb1P-B-eK!AGX5;_t~coL zd`{2f%hj(`hwj8hf-}Q?KLI{@;%U91N7Al;PM6o~;D8e`v3xv1Qo3&y%G+ZlmD(0_ zD2;rI<)f&Rajm%EPduT0AZV?%;+(j4?5;hKd%6)&Q9xN8%?#w;tPEzI6AY!>8{A7?}7hf*-l-xs9M5VW0!DwdJ=! z({Vk%T340=w41JRm7QR~R{4qdf40i?2e+Q4b5h_>|3EN5{~Q-;IQRJ*e0L*Fp~iA6 zJ9ja_z)g7nV>}hgkktwhY)FqF{R?3pw&(B%U82TZcOc#G46kL!CyL||f4A_^AWX*u z7;j<+$EKe}I_hYo5qZ_AmeQe>oh0rjQAzDbE+6g%gik)FIgyoIh z;@iQ5eAnqTb!>A_oCEn**&l=34^DRjhh5Dhc)!dJv9fMIxAlNGTu{ECFQ(*0&TMc@8pTrS;Z)Z zq~C8GP&^n3n7f)K%6PJMzeMOd?a}Bdg?CALUxe+AxTA#({kPB-J(zYu2OXxr*HWzH zE;{?sKbdAHUIlbkm-$K$LKqgRN!ZY5q|b|u39qxn*Wuf+j@-ejV1(eZ3&;s}BBF{H(fL1Wga*4W_eU(2_3$gEV6?ZJsUaDXxS+n&JEq~6!8*8-1JK_SGcbKfoC z4A2T>nl(drh&>62>ZRGb4}!GC*rN$b@Bc&rpw(n%e%j)XN|Jf3&n8b*Gk~N}!^>y3 zfdrpPo74hdpItVSz;bfzf?@Sj$NK)~gG)eh(@a;g$4jB~F5*mg>XryF4E&j>V{E z>DTvj6Qn_XW%oLcM@U>hAfK*>3X>k{FJ509O%;%$2oXITb_DftCsYh_O(^A~`>ur@ zp|7looj&XC`dRcIAoq#j1hFj%p8UeIOB>&8H?oA1%fmsdL59_Qrk2z4;ZrLF%V_zx zQ;(k_*>PbOUyQ?~XYf z6^XwkAN41v|33Nkc3{OkEvq^j3rIy%8y)vv+Ia!auivU^O|6&Ve?p4-eSml}Gp(04 z(&Qnkn|`HeylU2D^7fEwMo)kNZ}W3S(`llU4cyj)FBnuRe)suT-rHudH1~$t<7Cao z`X^P5+rZaY~a>V4gs5i+Q5;G?f zBHSxJ^G`u{10m>_F?!ea(Vxu;AK)wlJ&D~yCyW+uYxpDBSgkR|z>FT{(M0#!xH{lb zyvQr3PlCJ88n{NfP=(GpeTTIEOJ*0%r!)273q(!o#Q34w#f;qeCb_F%{F2PrVW;@Q zF~i+jTxr$n;py>?$NZxqKDpkdM4_T8?&H%Up+N4eflW>p|2S-E)sFeG!2tS_CuC~_ zVQa}Z!BS5SZTNQ1p^oDU=|U zPqyQ2PpW%8?obF&+Bo+OM)q>)MaS_h8FLG66MR^0nYW%hK;F*H&Hz8(2u%FQ1_VDo zkN6euHxBuvg?gr9AM@24#zYQ3yPRka+C%4I&jJvr;usi9buQ75v<7%2dy+;_H$lU@ zsm{i*iAMIfJIb7fMrGRE}5p&vQejGRb0zNI76n_eI?y}zgXLij5^*IkoZZ+nr!Mi3Wl@Lw5@KD z03!ScsPk?+HbU}ekHM*zX*?^~!#-{4wX#4!x*uLP-rrV8oNL1@Fvr1MfJaoSLmnG> z`Vljr_(94*?e1f&2ZD~@2*bZPUp*N7^OCV`jrnH%ae$uOfm$4!DHwNwgXGh=LG&7b zWv!$2LD#xTQ_ITbcx@Bnr6fi|!Woob!^`_>=z~I%xOa35p5l2cw4UY{ooe+0%T6vY zU>j%dpS|g-4}e@l9cv53xe4(kX{k6pfa~`#k zyc^b?w~w4Q7s;G%+cr2uSFuVf+;FG}O%)%^JoxTvP81Ux!-QR>=)ZsJs|>jpYq$$z zz*{HlOk9!e2++Mjrr-(@_pXDYMv{ne>j=HAAhdr#B!y;~h$T?D;r$fVNhxEhl^bx+ z*2ncyWk|h1wXULn!`&>p{Ud5+sE`r^3AHO>J^UyczJ}N(du8pDoBGPG{Z{_$PvSv~ z%~d^cHK43MYd6H9k69VDuaB(j5EA&DOGX`mMUucUbC=KVrS}f~>ngNh=A|{Y6}8|C z8G+}~vJG$vM~k$P1Ej@{zTOG#wlcmO-C(a_)yV$qbiC%-oInj}#z*iG1{+SbTA1&W8@ZYOBITx+P63|BTZOG?Eh+}NI_fjKqA8$TtnbQCgoIWDgk zopjb~c`I^d^zhn#ruPsrMfnZ=v_2$#YL5S4=U8lyo%upDNQSUtn6Gj6yi0PGyO=8@ zfT!Vlo?GG1n^B#50WN3g@>x>kS9zgz`KhF`vS}f2#q1z^`u&r@y#ULgwjLkJvD2#3 z^h+H-Oo`*)zuVvEs=?5A!Qjq`5zR`E8sx7lXk}t6^8C@X`quBPY$IL8NS%y@k+EaxVKP@ zur@qn)f^$TBYp6aLSerJ3va+}t3zTs=r=I4T*CH%6vAvfWLmkN1Vkg8))|mVFeQ|z zl=`c=r}Hgcl^WbS{q(8am(kId)`k!d#I1SLk}&NdT_PD%xBQNu(O95znBRhYK4PJd z-kLxVK#9L)`bM=}4c!0~p?CbqMHGsu-G5IMPZ&fw zFG&qNZ?BH>(OY?@0RkO%%A@!D{9~Xi!XqgAq`Tg&CEqV@&>bnzVbVmWc&Y8qWmU;J zqkYHSp($D-vn`D`%RwH(?#x=t3-n%uSM?t>XrBcnUVPggje36SM$qiY{7og{aq|%8 z`Cl`qMb`cegO=w0m&`l+wrIKp`iPD8TF) zd**~!!xNMDYWd5ZZpNF{&hm8v=8^ZnE_ zZPl5xD+#NxZnXV!!y{;gHU>aKw%S<}Vi>nQ;zfP8pz_sjx@U>a`vx%2t>BCk!Xal{ ze)a(Yq5JQh)F}ub3p;AF@!-bIYFq>3`Md%3N7uPuSp6*InnTVHSn>kHme>66fTvrk zS;L|L*NlTPdfvZr*Sowov;7~sV|1O@uJJ6RmGm4#Z3Fr$d?+G1J>`_`e`l1l7A9pV~4~li2Aa@O`7at_ZAvg#mgfN zKgbLK@I{E9YsQobIfw997E}-rO;0~9uxbKJ+`^B~Oyxl@zn!!{Z$%I{VHE} zZtkQNLPx-+mLtzOAsW_?3{4%1Q)nh8y1rD8#>sZQc7hBBsi&t=es9%70gs`C3w>eP zZ)J?hir>n`9fmOgTR?QiRwzowS*sN{gv}}qgStb+#_{pjw_Tt5*}6}?@C})j@vbkPd6xx$B+B0^DsKrkoi8TD;y(X;5HZ*#Et@7BOe;gQ3k&c0fP1+j z7%ZJ`huNKN%uSf)|B@etRWyF`Ng~Tu82-hV_UMbQ9GTVTmuPPLU{!JH1vyaKMx>eY z{i%MbWJ&R zG3Hpem&XT%7QJ8msuVq!&sgpc9I5RVw zLYy9w%RDi5sGepkhk)4kK3k2SE3FY6#{HI2xa5~H?5D@KOS?m6Myb<*#a^LUt)!Q| zV>AG4p-oA3Ndr$|ct78Dnw)=&oZHt*b>y231B<{$0(|yHG$Am+OK-agfX~=5Kk_pI zAb}1l1~kI6qv3u(^CcI9>R;ZTtTY*E7soyK>D)8~h=UWC{pRIKr@iDv8@LauX)XvGk}#N;f_Ojs5Xq`S*E; z2tb*3Mw!S%T+5RYJ@xb6(gP{S!;j8j4Jpt5P?MU_FH|PsQ`Sh|tZp=T>_}dV?Nqt` zpjuHqi;zUJ&Xm#qg0MkjByo#gG z*#~w39!1CVWla=|U$2!ff%Q~o-<8My@Su;|y7P8NIrgra*0(TwU-;d~wQ42+PeM8aHNTVnG&L%I1^37ZAA^!*2hGVlPOD$|%x7 zHL2tOs$$jXMbhzNMhm@YO0l8aA59uK`_IAY&Z7SGlKeB(7v1KB1RsC{zxX32lD}NrcAfYd)Hjv{nqdu-$%@dk#4K7q| zN$KW(H!jUXhnq#yd5P|U&Iy$D3Wh}o_ty zyF(tA@5$8Ok#b9wVq>J6Q=844J5o{3EUb>vj-kS1BP`$KPJSCc^j3%U11USg13vS? z`}~)CEjXgwYPLxSm7=Neg5}o#2!78$TIv%YJ^8NqVS>)Y==`^1Lj~240-*f(`j`=Q zlTwl-!%SK!Rl+4@NIk^5e51Bfm^y<(G%$>9_5-AgCZAzG1l7Ys`u22hIgOm>oc^DM zaRVW?6r)-r%qelOdfes7l0rQqlE&6E_xk|k=C8#h3dof7#1euQ2=||hodx^;2|!qe z#WLAbH^8(J@^~MK9p1L~bt-ALQO?)@KH-ayF`P0^e4{rY zW{N}3axkJ|$h7&Oc5!*rfNilk$@_pA4tDZro;FR}`cQZqE%IC**CDk|nVh(o!p%2p z31PJcrV}G0jGy;E>Q=F9jgibA{L9RckQt(m_nLY!_I2M#Q|P?&6wc5!f5mEYon~{O zV?}|u+m79Sc&hBqIWS3U_Mq7i1xSJJDK3#s2eEF;wa*nV*K?$mCVV(xPwEn`u~S=L z7IWEQUVxG`Xz|OPSSfLZWV}}UTHHMXWprT}ZJO`Zxx>3YQ93l`3Bgw@zV+CQr6xqd z+N8CMb!;7zy$f$%|JD23iQ0H<4c2lj3)Jcf0%~T8y!Y6VwI+)}nZYu_`kP2Iy#pMHh74NLGYH4kUECY5B z(oE6Rs?k++rXGH;d-FxJ0PZk@1 z`F7x@A-o4{v+QcEUf=cfDZo4F6dJ+*1TrQZeFY#7FY;o`$8W68ASx(K>fBb&Ltcs8I`U@}rw{x4?C5Bcf=uAH>eiLPle4b`Izi?^NiW!lZaU0F6^O^#0 zMaqHE_W0oIrKv38n$%=(7sOsgg(RZ#_a>f1l{djHlsI%&N<8j=&ceWnpWIBk&p@Cq zWTo?hRj`<4Uoz(dTlu)kcNJqJC62+}*J(N9$mEIiI>*h+u-Lu;o>>4b#Sh+J-EHhY zR`#psA?Fyl#ZH21QLGI;z(=8#c zs;U$toMEC&C}lalToEt6#RXN7m>3a`_Nd{5@l<=qe~KYzR+T-&&76kVrzvM+#S6xP zu^rcX0%yGjxqGm0CRZeU$Uk0kDLz0#QU%XnYW_E0l@TNSG1)$K(_~hwSnqogVJ>bb zaOi3xcmGEgwu#g#OE~5EtEJreeX^S?V{ftfqikQCdfdrRB5hW9 zJW{|?@^s?>YZ7(TCQ0WsFDMR?$=Iyw_kn*8m>Sr*-!xuxF&jQn zBR#t}Azi_S#~&f~-A@`7HKn(`V(ynYS++yG#UM4sKudJW-SDN+8$HL#9ScmRWL7in g>})VdaWb4MMnF0{!&RWd_kgb_>bh!WDpv3R5AVEVRR910 literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/imgs/schema_updates.png b/tools/trace_analyzer/imgs/schema_updates.png new file mode 100644 index 0000000000000000000000000000000000000000..69e6a3b38cad31b2e298455f6dc147b5d622f3f2 GIT binary patch literal 182139 zcmbTebwCu|7dNg5QX(lxOV`2@64EKsAc%`}i@?ItjevA1-5?5xARq`V-Ho7hcSv{F zd-41D_`JXOzaKlx&d$!A*}Ze`IiJrtpEJR#%Cb0EWLP(D+`y50BK`En4V2IuH_-4f zZi6k5buv=$a?}2)tmKV?9*Pz4#>f;VXQrfdgB7e}+_)KNaRc>w7w{wl&l@*TqXKTA zgI5CZRL!_~;}&?mdHs0?%AY+^LNjjtSx3VIpWl#Bmy(kMujPt7jzM!{k?}ESijy3 zrG4;w7Y9obT9}gR11TFj(+7MUoE)6AqF4_eJP@`sF%x_${rI2e;GGEVO9uyAK`7MO z*_p$chr`Cs9Ln|R(IY4)H1I{7J#r=p+_;-W<=cB);{7+NZ-==)LT>owPpHKe3EuYz&+DX}1gL68F{=GE+ zH2&|0|1=baUjOv}bjAPr`S(`P(V|$w(0?zQD32#Baz+OK7;>|GBE2R`N-vbdNcQFAvBNYRSwav?=Pzs>#gQ)^q+OdQW--B4j{EJbME5R^ndO5wivdvs=+|;x9_X* z-xeqE$Amoj+s~|2py~hb!*QD8LpgGzyi(lQ;bOzKD+qYyN_K(!(Pn|;+R#dTXE&m@ zGieLuU148)vPzT9o^C{6Q19}jjRKug7R^5cU@=_$o`+c7#o_qouMd%B)mznjJx&w( zS|zlxS>SRKZ_fDP_OR;2bLi>}7wAfDSr2@A7g|L{_K8RZUOK3$IbDt1lXyG03e2u!_PrvLxMJrsdhQ#%&TW*=Ba`l1HRVF{VLTKF@552^&D@-{ zV(#NlNT-#o_{#n2^^#uE0+n=8j_sKz2w-QeB|uu8iI<`9k%a2s%YZiCif}&B2iNWOpLZq(x5Z(y!aHrw41x zMN#3TJgqUbmD&}<*qsmJe%jPs3?bi=?0R;wm%~N_ajD@$YB3Tq)M{vy3Q4J5dw|Y6^n6Yy*r8KX%^+t=0t`uUVU|^t9g_m{7=PH z7g*S^giOUQ_WPA`zlCyLX?}TOYWi62ay74T!g<=$-1)=Dwn1wRx5Q4WXSj&`4pp7W z$FVfoBbD_3%+uItaZWR?ogSerdS9;4eFjDpnXZWOZx+!QG1TK?SLb^hW1Cf5@HX$W z@o55~P2`7-a+~R?f>Nu|zKC0v%CxH7ggyjO7(|)U1}h4v^G)k7I1O7i8B&wsl`Qzo zN*%^MS(hTa?R3GG1r?009QT=CB2vI8cH+3NZqerB$b%o2T5=&i`qfeticaaE%I)!L zBKORPAQppY7IhIP-=X8|R?EPg@M4VmIz>tWaxO$VW1D_%cdi1J&>>8s%4q|V_8~%$ z6+diILHKCGK3M!wvAqvL+I>NXPhZ;uv|iO-h|Z!gJVFdUd(ME;m9b%8-9oHQkAnRr zix6h_<&OJCX*?yh(}2g5N0t2g@k!YFK^eK=OAJN_DLSt%7vB7U+~srL9>blA{rFxJGuky#im_YR-~4{S|YJ8 zz!0W%<*>k1fEKJH4qiJF2OCj7E01|b`^P80rSxG9lael*a_TOHT$0A zgd0tE-zMnT{*tN(O;eBrcA!{cq+@J=v)~YniA8W?>WfYQBQ8;9EBahn@Aga3Y5k?{ zr)CKkeJ`_f+U<(%M(pT$mJbBmI`^S+quQmf79)grpRDOcVl|ya8I-{%1r_?@eG<2x z#1uDk-nx`m@Nh$zM&<=7=6_f%`_`G`@XuV%pvC)iIv*)E<|0AF7=s=6!!T?%<&k~V z5HEyZG0mXyM#&TN?@6XZLiy6nS};--;hkoB+)Wu@4sG>nU-u!_2wOzbimX=eWpH z-}}O`_)ZZ{Wx5ik*U_YN6TEl4qNp-UNk&d*bbgg4g14mM!zv#uwIKA*RZvZMtz>I> zn;YvcA!d>2S3PR11QIh$9-lX*ByEw@HoC>kst$Ya2e@4Q*?k-3o^L8ZYfM5O5XvI? zb<*moy9Ld@*!lw)z6@2_dj2p(}hqFEOnPI!n9 zqr~=~eNlVW?#`(`cA4<8;bW@7qs07v%*sUeI>VF9b)QnMHKYfH4~p)BEkjFK^|43n zpmla}+n^N18nTi-4-!*&E=Jd^p*VPZ06gq0Z=o?Fk4u+P5*T4{yjJGy7i1d?SCYFQr>7Ng=bmuiql z=B&W)G{-^<;GxOp{v`iHT|ObouPr)ZDYX8jIHZ2WL!S3ZU*6I&&~zw@3CRkx+wNBp zvwp3^EcX}7eS)EKvxeTwL$Zed1`Pke1~rTk)c8!)A2okb^8=LFz}GP?o$AA^xqo*h zO1vI4x(yDP+MA3QRM+_P8h89&G^|jbX(hOw?yvaEyIx%!Rn0xpq6(c)J*4K@RM4TQi{M& z4<>!jgF*OGcVhN^?z>TNs|i#)%DUz@3VX%;;&#E{`PT3f2lcC26k7ncvfMTnU_6LcP8SyQmWu!erTlV>8E6F(-3mtdaRGeETKpBw{Qi{1xnr?0bpQO8>d##BX;HC z-1BI8q;V?OE3Kc#$fsG%p|Yr*Z%RadFX@Qbx6i$uCJ?zfSygo#hYSg3d7^W|zVPaA zQu9A6$x7?<(G=1626GeifpQ!I0L>21$|!uIGTFsruMa@;}VvzR$;E*nr)89WQ`1`5OE;ja%t2565lz@D~=MRXAQb zI9)|CDCi{fS<^PfE%8>S07R^K)Xme2+?j6^Dx{Y+QzrQr{7Gk^Tz})Wp)a8jy@67E zy2nTWZif$6`rEE8{$_;GrY!(5CE-en;bGgC&;t*xDOu9TD;Jk%TU~a1vHX8$D6<+0 zIoemIkYtpuRX|g+kw2NM|IV=>aZ*HHH(h@J4`MP%n!SlmG1D4GI)8c6>pez0ke`|$S2p&F z?Fe+OP)tcNJ>+AJ$BCWulij$PH!)BHnpq2+x2E6#pgQ=W<2q4$ z?!N;an>-FiZ>O$dJE!iCP-1p&8T?3Yg1_B{=Q9B~y;aHg31A)885I)@G+X$mT$-xC zY82{C8eKDsNmBEa*%#kl8g5>sxvjEP^)hvo0;e``0q6=Mno-Fvnn|Th0g#+XSEo_a zc-`(ke)xm{zvHULwOw%rn?^6DJ@&$zp3N*J+ic#xbAM*3Cv^?{FtOph=g{YMUY_MH zJ4Q!f_z*wo%^@$nm<^yWjcXO+ND@Fk*l&WwCDo&;>oQl3tp(U{bxVv)GKgE1L7 z+Y~4iBN@{`=`_+nBvsJA5q`CJZ9gw|+Ng(8!{=Ns4u-Xn@91PJ!JHb*Pvdl0}uHHrhz#YJx>h&IlDXd z!v0GCccb8_ljU^p$}|!8O18r4zVAuAU9GB_wnkZD(SQk8F{QaQ#!MvfT2{vEdp+88 z(k1-Q5NnSTf414g8ia$(-wtNItrlEaY=paa`u8m>8_uhI8CLg`;gk6|yC8?m7eyWXb;9m|$; z`!ejlmAZ@g@}ksEmdf>`J2)SmFd$@02^N z^r1{He8pVN{O^2+_1 zF4RuH?{fW-Az?OKwUV8zGhSwG-8~N`+j8I5^2in9A}e0cZezUM84SlfmQSKRR^^Hz zhWQLUnLLjA=Hxk>e=n|2r~D0X7fgMZxFQMH=8yyq$X7pFVkh>CsR3igrXNZ=F}C@! zL7B@{4eIk<-+EmX;+713@6J=3_ok(?1Qq=Cl&>+Q@qpcWJfXg++<)(Tz7_HPD=-nd zbT4BK{~8QtHdI#N0W@b=ssCetrZ7hYLl4La~Zw2NEkUf$o08W`8cRhsuR z-hWziqw?L&q}1S6i%*B~Pdcb;_rD{Z*7rIwP5kcS+F@RMlbc8M0?HfS*~t*=bNG)* z$oPoSd^XKy_F1>m;VXj`tei_f$}$BpyRFxB04!uONrJ~B@AOVgyvI_>#AKCod8J$= z;nnnWeb3TV4r>mCHH%34AK>D%tDGSn+tM0NUIiG&IPLTaO6>Kqz`Qb_GTrvnjmxTD z;7Pxu@49%e+@yoRp4as{w9*mHl>GDxAasUkmfuHAWZC$~L5QQ#sOD$c-xWPJa0ZUD zO5|vwf0l2%bXd>cc>)oby7uF}pQ~+y$~XPBZ2*+)dqvOk0YtjcDb%Z>fL{i%jF z`_$|?+p3$MwCiFgWnTJaIBt%hhv8;JA%qH5*0!DJ8TjThe)wYr2E0(^XLmIDkZ+r=5UHf zebtToo0H>T-}3pQ$WbuIHoKm#w3xyu8p;IO9gc+X5pZMX0vb zSN|p{6=26Na*eD%Ac=A=cP9(xcjv}Y<@x02I%C-=4>!xBjCb0P|hq^aYxr_t++g1b6?q+2I zOI9EgO1uf&uCp3~kq~E;Mo~uqqJu$P=pgYkYdkuhe<iNtd*IEdeJ zqKqf$eH}@#x&+8WJ?PuPZn>r-6iPNGEX%f?&=eRgkZP|?RE25U-gPzJA zo)w7sE5ahD~AA{{Ts!V(|=ECoM5E5mDt+Fyvjxp9e8)9}Me9LbU&JTMI>!MutYk z;u9l+m5ZH8KPba>oF^UmvI!Qk{4qi`QjXVZv4?EtW7d$z=cS+DmuaHmu~n(hj96TPg|tV!|M?Jx_^#!jy$mYqX3w~#;g?#`dW+aP1(ov;|c z!=Auvsi}kSp!5$aln)p0>7+Hr0Tv0KeBuFe4T-yZeG1S=t>kWo!lXP|iTkg0yiOLK zQqNQ$2sy3)61_Y&_I9^hW7p^)WDzn%WQKiI&fG3H?vP@UYHWP}@D2#cOm7wiUB_gI zmky0*&t-NOu724)mROsvtGo8qR^5#A-&KiLLc+VcYL2GXU_yArfVjqf$9Oz?pj&Ea z+9pX7tJ11rq-65=VJF!<2`SSPvH=ARy{BD^M;CE+3om5p9*5a3r@0rfywUgA@&6ui z)XB8dkJcTC7NUn>h)^gvkWB-Ypnq+k{KLRrK4U#h9a1pg7O8T#g_(oy-yp^ufkC}N zCi0yXAR1;CZ1Tgjy6>2AYAwqITvkwr|6xP;N&zBTB^F`-m2^9$Lg-eR~OoA+(fN)346WPoQt* z|3^|(XE8J|Ouse`hG1#rVids{j9;l&WwG76aZmI2rOZ$y1Xv+EPd4#C$OcCt14gC8 zXEhXC`4>S1iOXH@+V|!jz#8KIwDrxp`6pFQR^aOl^j5@<&(7vPP)yJU&_Wh$1pbz0P0pm^=c;sw$R&$FPberBX|@3s0! z&4~a>{(FlRO3(eDae6aZ?Gd-wRJkuahJQ|9T^>o#@b&j$Qee4jP^1#7WdJcUF48WrMJ>jB4P?TMHWJG&0L*1l1|Xn%fvZ3_aB(!9?UlfB zl=G!;%g$bu^DaS)|0zgZ=@R;MjY$^`yr3;2TV_}4ec-75bWuTx&QUDcTzB>2WGpi8 zNXNVUq%(Q0Lus1LdGZGmy_r%sVa5~uY^qJ*dvK~!j_gfYpcTXg-x3#-dZRD`bBNEy z`_XtEeyNr(#%VJ~cf=~lyd;#vXt-NIZwYddZm;|{OE|LPJ%)Y~Yg-wnMZ!j?_|t%? zFFWy?Hc$8Tuq(^LcKewr0|#L=S1r0S@r4%Q424pVCcEps3+cH6T&wEptnNyo@-0Mp zAF(0GF_jt6^r~x5NR@a#lfAE0fFs`$V2Sj~(Gqi^A@2jP`Op|~d^kt&u4%N#LCcvmC!VgsmGVCl)U72xNfmIi!7V=I!i_@_>Gn9v+^pS?W@kbL?Pt9cH1E#%X)TVB^$W54G-gbSs2;&^n0SZGs#Y zS1$x{(h;MlF=>WH^2}Ql`VC(g{bxi7ZS{js=wozHOnqE6ogkrORwt=|JBY%X!=#gk z({DF;LYPj%PQz#8qAHuyt4PMgu%3S2CYPE`0AICYQL(1g3$Uok7#8)Y*~~FG-^$`s zZ#74v;kY@k^5cca_$EI407OiAdB;R^tY|d!-|a2Y2!2I45v@Rp&#^k%$x9zLdY$Gv zumkbav+12

7RW;>%xu$B#}@JS&+x zr-6cwJ&FNWNOxP!MWIfxHLua2kKb((=?dmq&5E}Vb#xei#(kq zFxSuyIaAu>>e>r+K~%A^JVI%CO6-2Hx_I1|Q*0Z%><@iJMr%xn2jQq<;V@`>v2y=Z{VDB1Pip z9VL$_-Qa1x%mmKv0T)2uXKvLXeW;{HFP4u8tg6ni?3im=eBtJz@L*BDz;(7O_WU|^ ziKeTt`K5e{JH02&Z%(*2iscNzSnJ7}o40Ngx#Z@U&{UAO396rDCd@uR1q|MvM9<~@ zAmPajHU%1=@?76MHs@#feB(Pkjf<0NgL`u_z1U(T@AENE#50k$;gPhpNx4$O+i&^D z+zPCH1wM3=v@t|5A%-H4!@s8r4SVH*U<7UX=!};a`4kE7*)@sv{H6*5*y!V#vrcwO=MxGLqlnuF=@hfhyBi|I*H?Mo%eZ!Z)K<=Os3l7_MXmQO za<^qr2=Vv=UO_wvMqqzB`jGvUO0~8c+?7K;a64)tzTP{X<56>PTMWxe2e6FqijZtvn+pR`b#021;2S+xaC>he#xUA4rR@^wqNT0>X}al6MouqhO)HA z`mCK!%w#u!;myPCR7JO~x~tmBPOi>5Kz>XnqhMI73z=^`7NSVzq<)%;^UAXjk6r_G zJ9*KS%_c$l31p|`RCUGoN*w@HH8hI_sh`y{n^hYWvAz#8URg*ue_XMp&?^mdb6}Gh zWbb4lAdU!>(731pqlY*m@&@Gn=nFK6YIhwohX?GT)yNMIxUqjLYXr5G9;BiySZCav zLdA>i$%xH5pbY#i#CZpvN0ZCPstq*{3T|73dK@?4o8n<3(-#`Hh$OVIT6Yt19d(H2 zrc=x%G{zb3>OC-A(R$NRr?U$E9O02-XdOK5FtHVP*kkY8aTgiTgeYFHfQ*Ukz z73+yca%3JI(Xe9gkbs$R-6uM|jFwoW6XmeeiS^^JkL5a=891gv(h-}a&A&_{t*DiD zKqN#qX1f4Z>rsK-Ixxm_)=n4sZ5oTi?BqL9j)$Rz*`8N>tOCsKQfGwcV}4DJYh>S4 zQ7ed#POiRPCaFP&F<(%RS0^Ww{xHcRFe)_jm~*(0z4JZl)bjbXMKitbpiUxs(TsnX zAtNEZ;!igzdd+*nyQD}J?@jZ4)pI?1lQ;&~aLe6Us=91U$jXkdjik1PoK-uh-oH-d zvaxN``1MI0k?Hn5*K^HkN|JVFAsA+Ki7;_X^B=?~rfrUIu-P!_tYbFwK-EXI+&kn_ z+!B|QxKVaNe{HB*%uCQq>lY-&^tYH^Sd2tEVGw9k)3VChy8E=}6-{^uPb zBSzk>w^pk);wD-YCa2*i%yzSLO##+TW9Fi(P?0ZIV^LR>Z)$Q*zHig0*q}R>fRVaS z@1UcI^2k~0I*b(eZR_*{TTd5o!J0Ekb?7aeikbyFE5}V9-N;*d^&Sicr7Q(5B(G|d zg%eCI)E+NpAy*d3ruIIbg%+2;8tmLD4QV81k};(udA`cq>T7^A7bwer@jj3$$*rRO ztYXNz>|j}cOr{5h_jdlg8D!vBSS?#1SLwI50fak@Ze`Pu`|WcIp3=!r`;ebk7Yc=9y=1LH)J(s6ub{9g zK4E8<4&&5W8L2{a>-1^bkcU{PL-hcxjTPNWFX~l+CAXJG2&-I8D0-HiI*exX>{$of zHdw*cPhG#B2@?d&8ywoS!ZkO)(~FAeA6lh<8MO;Od#M6-*U|G7ok!LuIHT100}46f z_Sz#wt=omqK3pyqHlarKPN!>mtz)=qItn_?$X!FtjreV@mb=m_4|?BPb;XnM_16}D z$Sh+B6TL&}y4%5|q+j3Jo`RO29(7L8K3W{q;!}9Hw*F*w$2g;X3Y_AlZY3=1{_r3m zckVN%@aa#q24BQi(dWM$_Zfe0cA)ug;7VnQC*17HY~(3bA$flMq^}v}&9m1CG6!}9 zb@bEYchz8&w3Iy{=7p}9%84v7G(V?_mj6Y(u-LM2gGw5qStBr%JJdh$Z6r{gh^G?9 zIluQ>lBRynR|btO^y;%hB(xvF=SWVBUZVbCwRbwww+W(Jx!qw|)_5#jsi)RyK^Oy# zP&*ZUtOUN4>P=D z+zNTMdim)?MDcRqRXDI!!tPB|$-?P#UdD;YHzI36P}UlOw9y!7{*=O;NO)9_P>A{V z@y`5)A3w)dWt@;tN~{c37(}SCDOQeoN_xExZ?on|ugd9UF@7A$n2#^KUUPhQ&ZQkg zTibKYEsnW}4b{D$C*5Su36VS(h9#hF_!mY4XgPK(po0ex(W1b+SZL5_K;)Wk`=DE@ zYP~J0HXvSZc*k-6QtkD-%%zsdl3hep!PSQ@QnYLN-q1Z?N536k&W@OP<{>?;J8aaN zubIula+{M}fIMcbD{vkg6XOCWB;yZ|1}Rz=Z&$!7=hh2_oT*7s`v{< zo%`b}>~LYr{@4})GZ@K=u0c0l9VtB+78)m+X^YLtEBwT54C`95DToz>NWQ0;dTo&# zH2CNtHN-=hlSKUKE~*RR!a2zuO=VPhIg{g=!27Q3tdld?h0?^;I5ENbdjuX|=t%-` zAZ#5M;)qVch)=twf-0i77MT*2%UnDB9kZ)H>i6FOa)3Es1Qs1{XEboc;U_bHi$gWjoQDjZ*>cERyHmh+&WOld;_@?8*^B;o-)) zJ9?GD;#@_`5=9?0Oy=vPI;o=;ThRN$ExSktB|WEe2` z7AP1Kcu3Uv^DxcCnP z>p1fNs3wX7ck+XSdcVJ{v#TqCCa(bs zjjnUlm9m+Mz}-6kfmyU%t7b@Sz#$tO(9On{EUq;oXcd0@>4a zeLBc^^+J-D8>#JhD{WUkNn2x9?n%3|-sk6qX%POkh*|x6(@nWiN+KVp>SzwNyrUg~ zs8N{lBX%0Ywo;Gan?Eu1Prp#@^kT;SEdHmVbxQO`^d$55662Yfp7h}fcWp2G`zzMO zXzKYoj#)LB#E=uGwzA!wqJ-fMot?7>S1SUQ1pXE#Q;I=o_6LU(t#XEUY0EEC*f(*s zFg$@Edz^2IMl~V8UCsSBp-LXF+?@65 z>zyHKxJBJFi?8G1MKd`dV4765*CVtsWx%DaJ^ck}YnMcB)kRF1lC8z3B3enWgV;;* zn8QYwW1?s4#(Eqe=S-qaXbDu@cU$PAXD}Pjwmd~HhvTbihV5DF3+)x(Mn7{L z&5t>XqgZjJfJ)Z>*idtQZ{?y0f*i8lV%J)gwSt<%7xrHQOgRhI)lBO=;>XD;C0a5N;IFMzYDY@oB%E$uXFmWffBe1Gc$M z@7G)!|H;W|0@0Ru@7@;HR8!}#pC7){;fTJgF-VY=9P1ue60b&whbVl`Zw zhuE(LrAdKwSQ@$2=t;cU2>V66GF+J6^di{zjkbv12=hl~&f^P)iR)Ab{&i;Pk!|^F zt}ELP>8YS5Hu*~@VumFOsM}WaguXF({;|zwcD4G^fFcSa_izi0*ZNK_s^XlB0lZ-fQmP8IHWFHa?_B@H+bxU7F+BPXI0PO|@x<2i; z_GRhmyTbsxpq2w5KC&axbx`ZueZ`-1{z1{>hT)f%MQUrZ6Ofwy(sRry>63LaCq}CG zXQ(r8p-Spfp!s*Mdd$%A;aA_so+O8%{+5TPwy~>b&@+H^7`MH|J!Yw311nux)l7mm zYVYcb7q37Ho>uj~6?OcJkC6(WXZ%wzhpA#}+OarhabTkwZzU4`ZamC@li`F068>A-X`%nd$;kZiL7) zto(N3E1-l(IUb+B)C>xQy3ZW(;WK-6xM4#UF*^@H4uuhAv2V^yOf@3<2({CYb{pdz z29dRb-?691nAwpcJ`>{UZ;dRow)KN$_^%9Fo)Bv4Ajg&blAhwTuitb)$%b5LSb233 zPKt&tM1?@A=A*9_>R+Zs&iV)1qcE%%pV^4 zTa%jEg2Y4O!FT7}v;D^1x%rHbdnheM)D zB6rIy$DJ-tUxrGqc>9m91a{HqfIPZFNVFNVIpuN$?APJk6C zc`E*N-eh7Ns01wKZ|fEZQn`InirP83!&XHdN~#%fEl;V`AjNIBz1bSZeLI@#jUK*| zl9;1d(W`4Uh#-+dE16qx7j{S#iHn*Fb11Wl!_E?|!{X!8_@ZMEp?NY_*`0l3A`4lJ zqwDm_=C^)jdrBdvZ=~Zsu|KZ^v`*jQSSQQ(Obc)HnTAU~;TN=iH+q4EhB&Z=@AV!0jmDbi_WX1~#H@ip5m<RtH~SW9dwmy4Py5cN|l{`?HI z{Kf?DsP)?xl9AOAz3LIPCTuGmDnef00*yS}RXz@=m#^yH(sw08tN@Jr9E~kmZ6A}F zgDs(IhUczC+Cm!3h7b4(Wyux?C1$YsNs8vB4)wm9QY?-muzntP&&D zs%~T<^M2`r>EZh5P{Akuu~h)gjboM5(f@UD!g$PwnG@X)t@}O(vplOdA%VaQc+Ax5 zi_9+8^siX!ea;eHyRilCqb~!eBa|%eV~U>T6JHsLt8foGWuTK#^D*&;?_8tebD{@~ z-rIJq#Z3y7Ys#zC3T;+EWy5jb-3;r-4%f~b48DjR)g2gtF1InO;ppU0-#lZ+SC6l2uQxY3Bu5HMQaT^Y_Qv?CkqqgCS| zrGA^pvh#7GzRN5cNj%Ari7-HTiujU014z6Vf`ci5vm8&@v|v2Mi@=n3XltV75XrY? zegUJ7hiDl^TQCb*qo8pV)JT_>Xl&*m2q5N~Q93j0BG8B!qDD7k!VjCmygEZolQG%W zd42|XG{zWT7A@VLhq6OVWoUBFQX?7v^>joiii0LMymGPS?`bA}f}6BP8@_Ljispdj zy3m|iGLwb*DU#?-gh9LLnPXwZA0U~`cbIRPO7wMY?!_pP0^w=0$x_ojbMn~uxn|OP zeCqDOShD;AQlzSJ7bC5o+(Yfsiu)N=cmL@1RNrA*ahh_atGXhLE96Py3>u0Vb5l@{ z?>CS=ITGl?{#&RLqMRYg94Z4Xlhhza@sQ>e{ptQT7qY1N=pQ`yKp*uZWGVFH++Tg6 z57v_mc{E6L$e(JBYt74BrfVr7>eK&d4#j2YRoAoZI|+#5L_n6x?5Q_kbMLf_=cEw+ z0)1Cc=ezl!xrQOd)S9>B+zg#6(it}AyPQEnaijmq*)0A{5>@Lx6 zevH2v?+D@iej1dIpO}Q3*<-GUa@E^mSAx8*ud$(0eH!|VtijR@IEsFx)wS0z3cef%M?u`xYfgTyT>mSpJp`eaqP zt2U{yOOb2K3eYIB+kQvsdm^`Bx;l_c48;xx+MmU2@l(<^fHBQ=0LCOj3(gWWZVt^@Iiy}HeRN&Db$8g#rM8|npyjSuE7GNDnG4&7@OB|xBI;GklnQq! z0+*Z*LW+vZ&aCQ!vcs_wMdC+EM5S{&+d{{yvnpbE#!Q0rREYmnJ;S>MWOEM-skcV~ zY?=gOAIl+jh@TD~_L?)L9m^02lWL!n?%c^Z;2l5Zo^0_`i^4 zZMs@FpwN6>LKd=F@wxC1W2hEtOygE1;iYWEPndMib>=(J*;ax6{nz%LH(^vFW7RiY zy?>-M^~ni|oNqTx0{wvv7EP#!vDU}SmpLvb?-i2DWGRq`?m)Lqxq0{B@t=rElt)h1 za{HC4eYViXxBm5(u+q>yrK2T23M5bkIs(a`Gq>>;Zys68 z;On5zjYZVyI#2SFK4gUgB>cXjQ>sG3=NguVLz}H>PFkrS>I8raEBX7wYGv;}ac8K0 z7@5gJm5JO9C*$oTqHUD9Mw#)7BrETDexhP`Fhr*>Og^8P|jd+8fIG#)-Uz) zW(d{RfjaSA7CccAXfp{jf3W!bVp|`(s1X3Q*~5Cxk2WX6Rc3_7Hy^Ej`ap2`LW4Aj zNA+Q}D`t$#d`i+)QT6ef1b?wVPV0_ocW9w@Cnb!4T_+=q!B>v`E2!?d?m8+zgnw|d zP3`C$Zj9UfZy_%t<31A#ls&i}>X->)LBaLj&a|qRgg*C1cZrYVm5-g4ySj$TZ|Qs2 zem`-4iS6UPCY__O#!WZuiTYbA<{jtqIJ~9(avjWfpLDKG= zcf$C^erFQ-HrJX~ZKUmc$7Q?ZUMAz^ZO8B#=lgldbxZR{+EpyavMGS2+5?G5DiEOV zLEr(XA0yuHA7$GJIs7v4ivC)A!r_>%2OzjhW$(&n4#lzl-5Af3v6D45?ewF8%B)SE zQcSVC_t+Ruc6YAHfO`mY3bd$A(bk%&DjGz=6gSbKJ zK$^Xd{Z;;V9CE&gmOLe0q-)H71Vo)rGGLQGe4e$&py`z{D+A`h2y=PsU`<==?hL;3 zP?qx#3G@mYseloI>ixtjQLEZAMKf^^Dvz|jdD(aDpFMzPC;N5Ao9#f_Xu13PF6&?0 zUL5gEZd?ONw4IZW3NbsuKF_)+0Zzzwu{YHpT(}>#E3IaurUj5QBOZB! zV?(;HZD4fMsPP7&p$jQb+#OR)%t|YzuO{8v2sAc=&U=lbSQ| zN7^VT5oV!avuH{}lv~~*t35z@E*vOn`N&DuXe_wcNJ59Mg-Qg!g-ZNElJ?g^r367F zpjyE)6WSn~sBT-`64$|xa5Xggsl-2NB2O4C;0xExqXUIui!Ca6uRvBUoC~M21BYaG zuFtqnDdxxHw>o2}A?#SRgfP`9vEvy(6K)tWseMqU%W7_p;K;7e9;me+6_JRq!>-J= zK4;i)>WE?(a{5HxY9B!@CYl?=NH-Yq$3=0YJYow4bt{g*Nt6S)hjRv48jPQw$4HF~ z?@N3(xb4LM?gc{7dv@MOM9LcL!+SXyiQMEP-yArtRiZ%ZA$gu!s$cced= z`CzEjE;Bc~$d^^={SeOC&4xRfmLtv#01vudS6{M7zR6N>TOav)w;;dme#@dSHpi2= z_$-_1A{ENVi)d?Y{&; z!1*pHk~ra-W)KI+aebp9QXa}Ru_LC&RV;}5x0(V~>h>*+I}^}2&f9m`BDMldm$K=oRgGppYOKZi6G_@_4Y2b33Q>GckwNT+2I$;`2_h0wYNCs~!ybmGO5 z>?YcF8LZw6L6$$gC2Q`M)i^3Fs4l#GFXBMJvq zW|=#Eld)kpqT$yH&4sz0*!<&rpOK1q#)s}|&qY3|;%VH!W^L_0Hwx5lFX9#GpcxXN zdaE@`cIO|p_X!{4^aRF8r<}AuFGDo%bn-=HPQ<6_og(D6>2Zix%yhn_$HXQrgG&C^ zxWGmQoanssVujqJm}W1xQJyTH-h)rUCW(#k_O;)_Cs(=O!l%!mNPOI8(tWMNxl*)t zp!i;?vL{6aTL{3u=&vS}ELiPPiE8|}j; zhL;;TTO@rZd)#m+TIq+@LU>F+nt4)&_IE)~F# za(~DsP;;gyN5Z!ViUn2zxw;r@GXsp(yuIvwiW8LfwI&JM(AdU-_gppWO|veb(Q+=O z&!X=niP!Ipn7^53eO)}{61ECp`4`36rhBCk9!MQ;Z&8m`V(+5{bl57(wG=Q0f%2%Z z=z8*`Fhqyq15{=VUW){8)N zbZjHs`<(T&Ns%Oc&<0(n(UysWceg{*;t7=n8VbaAnhCG(jd1DE$_~X4cG!N}GJj`f zh5$FceSzB0XKO&fuh7D|mDC(b%>E)FRA9*M;~f|5_Y}v8hnq_n-qW5(iA-;i0?7|8 zj3y0`i`S3<8zTApUIp;4IxbNhuGw8UGWX+-En8(DQfY46cmS1gCD2DB^04!Bvgv0P zMiqd%IbRW|xsg?ur)!gzK6Q&4x!}GNErIdGjWUDyp+@HN(D>8PInv?V^Q$j=QXbuv zdFww9szzMb^x&ZW)=@4eF8M%eHi=cu+85+bgoiU%gAV;vUg@m@@wWX`Dy?Dl8?JGn zsGvNs1MHekyrah27X;)PMWe44wNP&m25K3NA6}YXzcVhxqT4kNr#bz%D zY`T~E!?5enMUStmy#5bq?;Vb1|NjBsi4qA}*&!u+lf9L#VUKL3LbgO!#)Zn3y()WV z@0pQ3Dti;zvU%QT-@9`Ep8uZbI698*8@aCQJU{1qy~exqx)8^NX~?T=1)y1p*z6v@ zQI3l)T!gZ`f7q(0YL|Z>sBKF(8dmVmgsOwUNu}sl>OLG*68vGjyy%fFVDsvwg(#H* z!wUvVm(nS$pvK(Y$;OA?ob@}DEYtR&bzogQU@lx8k|A?n0GmVqUI-FJt2);*x#PrCN&9PSLRA1Z`@ zCq0heIw^15q+U`)JuXFEROOS?#JWU0^ej$X;-u2MO3dzuEh>qOX?hOurd zW#X5N$P;A}0S%dRw4#0TJHs94hG?K0tpykntIGz+&rD5FAMf~RhB~=(P~l_KSx=gg zs}+`SV$3CflhTQPKdfrkz$21w{)}P0Prb~GgHG5>x^dSkQ7<=!s9B4+IiL{uYC0tf zI=*~LaC;owcy$mDhtAi$kH2Z?n!R21ke6>NTIcXyf>!k%fA6Rb3w1RUp-dAR?X>$( znSIoL;MdQ!)$FVc)eQF?xyq)4)RrF+_s*`oRm;-XAR>BhT7VM(ldVd z&ei(Ys0;Ypg4T&eDO0K9N|5kRjRNPS*U2SQ9&d77s3xtXNTqIVh6wqdo|qvDnBfu~ zDtU4Mf>jFa`?CG`)>5fv_-Brvrd2b&GN*j)WGWNeViX>y+w0 zORTJQ%*m&(Un)0ORoP}>R;?>|yt_U#d)?Qp_l+#ogK8pY+MWOLhluBH_|8zL#!=xP zIohvL_-1Iw`{bHoQmd369Ob_574+iVf$CqYGvHXaHegQV$C(Ug=(w_29WNOCK*;x@ z!f1_Z#E0iq^};cYAQ3}HV~4$_AK+?nP4dVo19L=p$3w<3*U`cq_cj^p{QvktZ7!c) z(}-Z-c)Xh~Q!%+%JX%)sQOC(y-N81ewiBBTJF}vsL2%NSZs}B@hi?zIZ06hA1V{1+ zAI?a|stdV#-QKT^)000S0~&`zZw`4yw&(FtNgBCMnu+YTOJBN8>)jv?{=A*qc0vB) z6j|QY-Q@;o^U6E>W+A~~<4?AY7cV#k88*o_5vl7KP?MkMW4PY(?#Ij2*u{d&JlP-e z-;ah=Q8#LOg1d4NeznJUj(2I z4dyY7hC$I`)!+*DGX!n_oSve;Z)SNu!=8EO$aN`AZ^-2AW+8wm53`wcRdv2n$fAuq?@TZ;%#~(|cYK#2LyG0uO`EX%-wLLKac;MB#>sSJ3 zT`0KFy{wli$a6W1!1%>kt7q!hb^Ur-ojUBzXuZN$c%zVAoytSixYwWkT|tzyiu!xsY|O}$Iwu}7S14{|?;T{Cc6TfN<& z)wHBv=2uxmW`Zxxp<&-x!sYdkH*W19X9&F`jbUnni*0mMzp9RN1F4!@O1-0U=H-f| zJdYk-B}#}0p4(ivG$_0KQC)}9d|bNW3}{CcuR@mXEj4E;esHBLg3Ln0riE@mF_Xj9 zC9U)H5W8tWM5;)X*o!3h|512~4vYdWNlNXMgUwR#9M=yB?kxI0H;Wdhu(2V>mei3o zp0W^p9ME$2rpDLj&IUt|O4u(DVGw3G@5vew!btzl5m?u>x)vPq-HuuBu2hUR6XNcq zjHA(zauR7gY)UFoVU3FlJtf_~z0~z%nLaaUCrkQPcC~0pkGJBpmzv+%&&3tExU4f% zin_Y2*Yh&sA|@lb6XyuEfta|SCM}*f)fSy2t>@uV`RrD8ywS021lN?>-u8;6u9U{} zNS6sB>B({LR#dEy#z{g=8cXD=woc=o4&Bh$}(!`C~$_;d>0snM^p(?L$a_tjhB za?^T(7pDwnDOeyVCVnEk#wJau7aEJOfI@5U3*SW1#o}I@a@0x~*Vo{83tVMD)s|Vj z+d*17`G?RHE(2D@WEIP=8oH1zIU)AIEa~<;0e^Y6^rJ{?r&8wp~Gw7O36NPHM@(L?rR6jgdFQ2QE4@KxVPWbh->58xCKJczgVYgkg<{ThtBr2+s zXWJTOH}y*XvGYF`jwQ}77S3Kp!{g*gRr`3oheKP|(!Z!U3^#Pk?Rn^f4uUUSRDLI1$?^&{74)tTg~4-RqUF5LGUxBa!>jcHsWX{{>} z6De|f*|XKQBJfdBsvqCv)?*tAI*r%Kab{7jZkwiskB0^vH}(@^FsZ3r(05oL3Z}Wi zDBmPb%#THZ+@*4^BGNkHJh9f58By^ykg9w?%MyJEEF1^$tm#pjyU3v7 zm(bQ5IShoX#7r9#wc9hOy+D&mG_G$B6!F1TGE_gm7~$??hs$#<*IsJGdHX(?wO|s` z?_KpKXVxMUju*t&qnakA&zxtyzl*w9_E_#tPZsX(O~Gsz)wQ`g0w(5>GF!V|j4&DLvbtZq4D zoCBfDy*(cs;!XQ_)ma-z)PH{1g zT>TzxHP@PlK{atv9h*zY5Vn>26mij{yz*`LbGgGfY?MuB!e55kJEy8%MLg_OxX}XY zXEk522Y5D?AmgW*5NMazH7#2|{_eIRM`O8P)D(Ds_i47&$%b1lMvOhX%KtMa&Y9a0 zj)ro-rv%8)B)H&z@zsoF_HWJSWWMbJjzJMQ7a5BGYMC#i(aR)Yaj|P&4#T*siDK74 zOKP}yr{Uxe%%H@G!f_3p0zo)3#JJD=lkqQNgh=)=uUsn`Pxbg%*E4vP;ObxHHJ*E` zJb0^2?!>a1AN(_=eV0Iw(K1=3-dzpB&Fq3tlWAbc@N;eiAe$9%ln4fUUHREV0~o{Z{_s-eFZUQ;CJOY+N%CL0)kJ+$ahLR^jUJ?r7{hbi+)nI z1Ok6e8sYV9(bMgLK5nd9Fdwmg;9)niXy!LO23_7VXc6t; zcGz#sbvh6=^4Y@G7(vtrCh0=`>A`;oI%2Mf!_QX(AIf2{(E4SPp%F7A4;{76Tu1B( zsBY(pS#`{}5$(s()A?}kD)2MZpZ|um@g8=R@>^Pnua4I_f?>oT1C%85qtIMR?Dm{H zd4R0IoPy(^$F1|{kDVAYY^Si7p>VefdD1HM9&c*fP9- ztHb?m2kQapGS_0T^+Y>o4Yr=5C5USKZjMuG_$?uZ@__C~puQ&OHh+x>f3ap%ubn(} z;1sCQX87@8|567u>qK7=SIcA3m#>9^U7XWvGLWgc3|E7(-$GAw*bv2{1LlRgAg=zL zRDy8PmljUA@JL+_6wAyn0Sk!oN@&-Lwgx0JJ*_49Ht(tH-kT2xm#uCWm5AAoAW

t!@+bi*)dG{od97A97RapN+It;z~PG52Ax zGd0P4XHdmaS!CB3L1iP-T&{Ed{pTuFNcb>rUD7|^Q!fVJAcf+E|A;3sXkUNK*Klvm zOhTf;??1-366C_S7kEz|7P*^Zt%mfOwnUnLpOJj}%O)J!x673Oeu zJQr!|Saa%Z35QWriQCaee32v1BBNG(esO#sE-g63pNAE`8p7TDZBYDWYT3~e+({#Q&w~(Fz_q~HC9Qf&0HCL zuuhl@we{!dkFfxMMR<2Q1fyqTLFO@ZY-fwXUsFnV!0F`80k1ueU_P@B3I{;M%jH>1 z8z8c@A^7NLAay1o>_4DH=Gomj2El8#wz$w_{sFAH_LF$c{0r4 zrGgi{e;_^x{b_fa!D6qyN6aAf&xwNnAdG(zs97=l)?ygkH9vdo0MHsG{d)O9SrR$# zqxq&+)GPdMfD1&~;SIX!Q2`iHz%UBFH>UIr7d0V*_;_psIVzfV56Kf~E$2hFvL_A8{;3lzfFl2ahbO1F=vho8Yu+j~Ja@e~ZixpFs{xelqx< z`^J3kZlc8wfNxfC0Xa=p5s_ws#>N3Ue%U+x@Bze(5xgR=(H?bY1>E-&ntm;*1MvAU zOeYqQ*Ym|Y7KUI#jsSvD5^^PvOic)avo|3aG$7%aMYpU_jL+$jM;XJ3{D&u>z&N$9 z(sgO0+4!PmzY#Ny{~$&xKlU}(Tvy5cbZlnR2r<_?7PtAj<4waGVj z00Su9+`sYDO~(zaR&@4%{uqJd_z)}o71t0;h~XuRmVkMMk-@J`Y5RX~E`rKa>(!CO z(LYk5%A#Zwa&9@cV!fs1ILQi2qpESSwWVLUH^9R>xaH>;eLj6uNRAOdW zNsE8O=w&o~By!zqV>H2o(EK#Q&E!NHX~jZ9UpP@otIyw18tQ;n)M4nv z=C%IEG7|BH;skb3_<8k4#=kd)$OCFpEY(296R9NhynCRh`B|cC-=R3`8;~?E+5|f% zQqp@O;d!@S(H-&+RY;j~PD(fn;1@3x{(aTEKs_j8p4Fk|wUa}B{EJin1d9lf>1HlVLjh^n)+DT}eHJNGN^ z!E?-j$9h=x=vDH%#P$wg4ei*9h@YLiRi-;qR>3hYlAIUVea@a5SfTy<}-Va`PyFGj$x>7mm;m|`;@ zgBeZ!MyNL;;4K3S@)lj&Zs~XIFK5nH_iIot_%{(HZKqM%=X3xB_V2q8bD~#aZlhHb zM`tofUn-djGPQ1~=Gtb4BJx1_{U{fxeha22u-K_DhLKQjg9G#ZR$4t>fQU?}^hTW* zS&%$X45DrgK5pXXN9fhP2%A~E+O={Y!r!m>ff!?#Ijk&;08{5tQkU@Gldi&wNhq%w zz&LR=`jKJ8FPd(&>oM4f^(cpZ$?I$bDlIb(vqxzwTvrRVZZMQ+?LJi6{s~%bg$JSe zkxciz|2Q@{F;Rn0gv;RX^tu=LwiJX&V$d< zx7#Ug0&i~emsR{G2p|v28%*E`7*|k@iF4h1-~g_7gk^EAlkmw4^SpjhL5iQmvLtSRothTkQysl3aP!^#fJGUi z9=`Qptg2G+g~3zo9*8wVNlQ<_qFGIZIn-7+nS%4@8e|p+WPlbp6eIksXe0;e_5b~& zqKY}4$(+ADfk5sQkqtcnxob!61DmM>RzW;-=2&OtbJh@rg=Em&~t@TzeuBAq2p> zBVY}opt;nY>=UR>A!wgzD*a65+n>JS?j>+Nq`wt<_d)vIG{bOd<`)L}P*_AK5!tgW z>ts(%PPT86wX%lj02#YeCs~F6Z@^|KK$p9#$y|`C*7P@kf}IU z33Jc~es@rytv4fr5Vj%SXWQN}8#jwIk*|Et6APxR%V86>Bf+NA%&a2M>ZR!(^^u zB~089Cstc1v?6uuXGY=QM&Hd}#X;OO$~`X#e9CT~F}=-WVA31KO5$UIK%0G@=G1t%mY0U*bU%+0U z0$JOJ+GW)}n%%%d^ZR_9Y5XrggbG!YPj`QU?oEy@ot-@kc;8U6MD>$mCI2bo6P|+H zm9MbbyZ;BsF}S_c|24jvr7nYjY04ABWfr7eU>f*KI{%^Z{RRkVPqH$YlB>8T7wxBHi-icMhNQ?vecs}$i8 zs!|U)oZV*`tZSGvfyD)dZ6ZqH1&OFj78BsdYcQC!zAztOd0UfS`DC%xt7$(rdH+1>kQW60yHxzHv8{EI`~5E&#n9Ow+;v< zX16Zqv?j@x*e=}upUvYTv=qGOW>P|wo(el}<}OdC-FaUIWHkP86Y)1vUy_Dhz^yOa zX0F53+n5$pZW3%y7F~~a&7w5}!h)=Qz@?-hdjgh`j9nuyqh}N8fc+8|ZcO710&L$r z9a7@r+_(%rro2oH1lE_vB5z$9Yfd3=Izak4-j^ZluqHr_lVL#e>TV%`F|DicX2{=9 z<2(>VMqtKYC&=%KP%EnTZcKdXQC!IiPn-Mrr-oFyf%%An&_*R&`p1{NWX(>*KAFfD zE%iLctfkw2Gz@K~6s!$pxUt9vgqYP4=AWedFp#dYP{i^S6DpT9K zmR!ib5n-i+7&1S)MZzirgxZD{W{b%bRLs{F+l;1}5Gzb z6Z5(^%Hds6LQeU}d?q+?UT=H%0k9pecYu$T^dr(q*is-8fB&xYk@IkP)VEM~%^wW! zPTUOXga(qCBTzv+Y^CwnEbF3gcdW@})vJ>ZBr*=?9%xL$Do9s#tXsbr(W%o*Hw;gW zWG~ah(ZfS)CqJfmT>U<LqR$nlh#?jQd`M-MI_|08+?VjH2 zR;p+Jq$OIF3z(1C+YBMr{obKM$1xGK0#98LMkbwQtJNts_6BR9HV(x)Mog5zI-8c) zU#IDvY+9A>9<7ydf+?i@*%kJMe55zkpU*RDey869fa&j=GW0qc{bVhD^#98BGDrPS zU%gu9gkg}OEE8d&horoRgV{fBhlvbW7*ssXc`q-LOPaBzm_%xXk zAu=|Kkri7@grAYfEvMNYmX1*F{&ze=;coW)|1Hyr&xMwmyjgSB=)wC5`0iP7D-$dR zhiYVnO!Lw_u$~17GvGAj;T41^i+sIWA_PlLmczB5T(=cIY(NYsjLs=T{(+`XKwDxC zhDslwOaq%2!~+YeL;_cHz?(GJ;{SW0K7biomj9{D2Z2JL-oGf{`%aM(+Xniv1zy(I z9Dt~9+gD*Qx5IPSmcE9~tx zs+a;}^r)Dv_S^gn6@xl9fivA>%4G1HZ3gw8Wg&Cx>nJ3vSfiNBlQp~JLW}+!9h1Ns z8S$4FO<3+At8Ut8iEG%ux@>$_?8Yi5c3>T}vbLUe#xdE3Uf5cu`e-eMgDI^e?1#Rn6&W{Gbl)?d+WO@1E#&1y_d>8PUGwy~=D0oQnS?7UWRU%;b-Mmh|(VT?Q`)}O45rDR@}xy z+7ILBtn520=SKHeSJ^k5N1lCO?r^p5TwZEl?g;*vKbob@=Qjy(?Jq~PXg*85ELAN> z$r?O%^z*0w_m?}dhuG)3NnE!b$*2NH02Yg1Gn10Pd_i*`^Ag&>e{D%5%-%q`9q*5s zbkOdzl9B%Y#;@-evZ6n{Nc@!(#*_p2QsG(;(+0c)W|~gC2D}szuVg_EGJ2Wn3u!~R zCRSws{Uw~}SUE5C4E^YJAP||Twm}U#)_Om0>Cc<^^;$2)3=F!*x&FL+5Kacdo?p*|6&Fu{-D-yz2P0A~B=sOY$}p(KpCc>JfSyZTa!*ZD z8a)nyuoUBjH0vINyED{=K{k+I9hQDLg6Vr1kU-Sq)&`3$^__z3t-!!}W5>M~k}TExDMwLEh=1AGcEj13|fN6cPT6|63siP?cjEhukO!s+Jd`|~$DKb<&`?#?tSA*T4X zI0jg?=Aiw10(~!Q`7yu)k&^QE&~BAOW8F>(qt|uT0Gpr}e)oM7>_Bnhf9(?Y^9CPw zzt{YbZXEhlW&QqX@W4T56>1IuWb*KbrJD_qPDv7P*J?N~q&6yVVKHSU6el&ifd+RO zsUnbd1%j~GY6ND|^Q_eePmw6M4NmmFcz*9LY;dE|i+X8)0Afk7y4THhB?`>yw>~Sb z+vV$2XzU(2Ws>J7f+OOj!q;Rg;4bG6!BWI4l;|@5IlSNf#9Cz4=I6XCgGs*2jVfqs zJxC2}wRYrsvY_m?cjp1v{)avj-RpiO2X1+WE!Y~V2>KZ3#PU{XgUMmW8BQ#VQ(#=o zG3>7c)6J~nIGy9o_o6HSg*|+_JVz2h33--x;B+c) z+FQjBJFfB{opm(*8x`@#>g#BhyINE0Z+m(G$Yk2C+%4XOab~QIsb!4lU8SIWlUe8 z5GF^~dcF7bblf#b47K0Fa)v&qtR$qJn2r;Xyy=No63Q+u`A`XZ${dr?%iA6NQ|Grs z;t!+_ZbLL2atfp>Zc9Pa+?AO|-&h5QY5G}XbkSJ~iT1$EaQ3K;UZPK}=0Y z!u-$xUq0>b#ffZ?LFD_Q2PTO~GR=SPq?O9sk(?5HwgcBylDG@+2-q2R$h5>9=PWGN zI67Q$E6>&~FB`ER`iw)$DaHNv7rz7b4j|2y(A_|%uLiEvYwU9?K+BA{;p2r^g|&&} z(`tSyfYB8{dV%QC+N)sKUGKgY$PUaI>D?-v>b=oz^uw^ljBSE@<$(_O+lRfqRur&g z?#_VL)s>;rlPO9XU!(3Uh3XY{CNKQBqOYdp_}>P!ELb?k@+C;c=fT-K%$pI@idiU% z-`eo2P%GC@o@r7tKHfL30P+~)V|viOGiXmUr_?+b_(CQIQ_J-zX$V$|NYxKn^;?0NGJcRIM<8!lBO8Jt zx2=3XXKJb@OmJ=22!m(ns~CrlBbD4MGp9nJ{>f2wanh=gpUkByxabe{@FqT|(Gxp4 zniB6g;TT)hoU!hx2zvf%+jq4P7gy zT(sgnyQMNoUEf=AY|Fnj1LQ^(3U}gb%*37k-Y4^N4c-SnG@i$?cPverMgAr{s7Tzy zy&=UKq^c)iJ3s!d=<#B(MEuz4+q{?OFzI`{(f45_KcHiy zhzwWfSp-j(L0z=?8Vq%lFjvuDBfz0WKpyi6LdpXXYTGVxT7`)Xe#PheKZzn-i%0CW zL#!6I87nWWc?e2YbdTHP#Sb`U)JC7D(!0Pv{*O*-$mq7v8&&RjC|QgKiR_toHw99Qj%L9o zMeO_Di()G*O(Y&8^LBT&s*;w9Z!&bGE zGz3h<#`A$qc^9?d>y$^)Ybu@&5wIr<6~BmBzavBOFe!tTlSO7%CcLx(M`-==_VH1? z&>keKw-miA??=$z#Sd<1IYo)ORY{>_av2^24=9O97*S2jxY0Ya9v|Zu}iAU0gWrQVh^fIu^{v9%av>-pEuvvt-=~$+Uth- ztYLB&LWo z*HRtrK2;oWT}&u68hXHWrMYPssdw73jW3KLMQk7X0n|XDW3s-+1s3R)a(+aeJ`_)V zk+KU)!|h@C=90+qflaeW5RINAwcNW{rB}N_M|~tIWLQec@e`UjICEhmPQ-qFN)H z(ypbVlS%CeprW_?FPzW1ejHBn>oi%(a@O7dB=dsBdB=OceC#m0esJUXaO}8cKs0eX zy>!f%KjT*QfP;}^KbeEtj;-^;qRjX$GN!D;;71vuAKyMl7ScxO+D92#b|UrC3`;`( zPR?AV?dZm&si$+%Ypp(Cm#c1Dv!a36cJpA-WDmzE$7K=OqE;F5=%PNSWq!Skz5s9U1Jx-ljQv!04Tza?ZhO7))7uRM%Awh%vu}gPq{`1J zkv}ecBSZ~+^N@Wf#|sqvx!mSm3GM9CQ|_Y(JY1RY$LWYGM#V_(OsB&y^n4j7FG=;-Atg?R8An%IX5j;jx z*iztZl(4odEa`o%`j*QRXVKjjDTkUNtOL5#9^eS-tZPk`rAB!xCa*_?g^v!w*hC)L;xq1yRM4(#D1Gi0 zqmL#jYs7~~+!d5rmPG?VH7y*8&j?yavg)W3{@C-cXi2b!&uC}MJvZql2Tkit(9Ksli1`K(>Kgac+eO{Dv zWqKQPJELF1H!JhUyR#KF8n-ryDhcW_ScafuU05w_(98N>RFLG0UD4-z(D>!@3cq;G zP#-djDtyq3EWnypgF5(W?!&g5r;(5AvR(p;F@FNDX<kYgz2 zaEoCQ=pS7Hn~G3TKFpR-ksg02Vud>rf%^ijXG<5N+T zcq_)0`v(-5qKG$t8M0Ar1PBPhKBq76i>h$ z#>bU}081ER%Q=P2R4@joD^+60V^w13G(QA<5Y;2N8oT$_B6|T&E03O~gk~fVkeq{_ zmcp3u7fF{rZBn2B%JbXG(NZcC(&xFpJAPQ6^~Ro<VyQ#o*^uB=mI*6u~r@ITqI-O);Ka3tO%=za5ZW*BW88MJ-?G(edPS${VIcZ`JFSmP9}sI@zPbIJ1HYl8e89VkS3P@JD+C( zwBC2W(NsyYU#^ych}R{A$z5)0ot7FNjK7GCMJm!dU>St$Lkj?yip4 z`I2N2)t%pPs7R9<-lWOxHsBNu*yj%Sf}QJ`I}tLz4J(BgwP*zPh}1O1E$`V$&3leh zufMzbKY zNjiN(HPHl7tvzm<40>0Usb?h+J^935D6T!i?^-wV}lbHyxqswpyG?c=yqD=zx zJ0+S?u!J40+T1y6M!GnT4@t{3pYG^AXsrv_yzE7C=6)#l+XAgZ6OQ(qOm`iOCf2QJ zMlYGn2>*1YFKLe#)&GWt+hoyv;TLKm{`X9oCksfnUo+!~xUP>Kb(!4Q zN5-896b!Sjeh(8Vip0$;636N(2NI4CV>BZt>x5@&49{YUNA8`mA67?WO4W!J z`{!K$t_CSh$!#{gZ!L3BXTD8Q{>IV1Gs-|GFsgN3Eyu`?-#$YjTy0u5VH zLyGQnx28mUqM?^#1HLSOq4w*bOIr+lTt|1AJWA(aCuV7dczx10G#rWdqvp5W{glw^ zj75Nw@iy4xE>7BbhHO9UY9>S6>RAK5)1veO*o76gwlM06DfZ0!9Ca&GvWjzy*;Yob1aN6jpjn+xdGr8R0;5{3$f>|K?SdV^Y^h!P!>v|POAT4$TG(#%P zw65KeqVP5;Z8*kB(q8F}UVA&tTrr&7bhRXE#j9j5Yl2i%W-| zf)c?Ozun|Mtq`eR%aIcxvG5>4@TzRq%dWxSl){kx3xkc5|)o0a4`D0*1h-0s6Y#{$bipy2$IV8ftkq8rR!1 zH5XD>9yq_Ss{N_Gxy_|1HRQLLeQ>Pnr zw58YyM(b)=EZ0@0F=JZWt69xYC)* z5na&`s-dN%Co`^Y^y9Y0B(?o!F3#i^vRwpi?u7Tb(S;7F-f;~=<+`4=uIouGMq6yA zhV;2I8d55oL)n4InDfsAL$2eeYtB+_aoxSk5^_cf)SUZ zfZeEyd8P#o4IKwv*BmBgPp4nqFl@gz>i~nJ@Rhk(V*?qjx7)TO{X6+}_dKvmJa{}# zf3yF736++RSz+O<*(_&eK*fm0ptZG`z~M!j@uB4yDipS{Ojo*()3_VFc5%C1g@T1N z=28#h4aYPvN!F#KZ&Bej^yPbg)xDk(urnZWcXR)=y26(}Gj@5Ukc3#1)mz#E;B>fN z!`t9Ff>d97G`U?~(v&UN3Ow#Ne~Rv=jlG=gkh;0AvxpnQwV|d2k_`_0#4Uq0Z!G@? zaUZ#6B|0^nZU(wf?3%IO6x>a&%7PA{PzXyFw?Nvqh0Mq+uHDikAPS7az0(hxY*k(w z0^d?0%*1wl4<-HybbN;O$&@=%iU%$wr1f{ucB?b3_5xNhQLbY= z_%2&jR0}C!{4kEFX0CSn5r~u8P@XyIlfM< znxb=yLjgM-g`Mo;MGaNakTEhXX@=`!jBI&Em|W}G3-pWGO+;7`KG>c3Phmy&6$uJZ zZH9(9D6%a^`d~|-v`E;q-g`G*GBqd3W4-LM_E{{L)nSIb)sp=i{@7vfW#+z4>hC=D2@|h4 zPyE)jn?&LD`s^ge>Akb&M-pCN-`%*L_56eEx4Z-INj8sbS{m(Tk!2j>{UQ15Dz|>U z^^9vP4c^3ZpM5p03p8Xu_eEX~AxtNbZuNESPR~%g9u*YVY^BN)QI#P(`_@q8anRF2 zZpmiYG5lDJtC-{d_)`UO4aMq0}PMhm~c;lPIjljlaQmgghBaN&&2(+P?u@c7ik zg>`7y2fz^N{sc|UnR@|W0?xZ*;N34L7oeOy!+Vy;!TIx>Yx4C_<)ll#aQae+f!E9b zCE!=tL(B@jIIGS9i`}nQ```*}lfS2DoI#m>asB1j{V{KDLJ zvae^R!XyN&bMR7hQhwI?XhKAegF0&%E`Rb@6Vst%SrBWwx133Pl+dc@<%;dwh{@ZQ zescPNI*aD*EnS3b@GKB^_9@waH7ij656*MmeZU*uiK;=3JjOHc)a|RibN2rov})Mm zf6&xuSQEVZOSsubT)|uxR?Ghf6@(88g0u+?RxwQkZ-g`pK>Myto{jlN|M{_hkZbJOc>)@NdSQ!B zr8lN=0Qc2Q*NJbqHr1&AUd z2)n!PEWJV)$VD7fN$Z5PuO%?itDqGjZjwiSS;H)NL5JkuYX0RZc}H3J-V;7P*1WRN z*A9Y!t7%S z*cmgftDe*)h}FOd91YsOYtLW*`mJ|6E3|cfA9*o(v4nS7Hpt3&2Sh%H!~3OX;^zu< z!*};krLGR)%1f9(0kfMWiATE;r(Fe31t6$R~6K z56@*i=LPy=fY!^Wf&@E00_icYa~cGpi^$TFbL4xcU;PG+5y&~X6V|tvjvdVMUA$%u zOTdotTyHw8Pq)xg;OqM;@9@JAa|Fgr<6z%9%?o>?e`((kd|dbWRzHne!!(sV+g+Iw zy8!P+;7AT39;`4`m@w^#S$G1>OOT|7a#ACcdxQa7#5pkI^Ckp=%O}y?c-_^pCT`2` z_Lu85J30Z_nldc1Gk#i@s`_AE-T@Yy$bGe-`eFY2&@wBaKhzrc$o2ZiYn2OF2*m(! zqV}udQrGH&P;MDebO-9^n{Q%l0#{#j+090o2?*67e(B4wZn0PpKC3QlIzT^*ezV;l zGpwN$U~b=Wd=%H2`+6lnd{WslQW{2PP(fJYVb3siV3PA{1ZY&(Jyw9wc4ZrX^;13U zw3m*Q@=Yvwg@4s))i8+COHARC4*j||T#FH;zlYT{0<}1bZ`TPYH$Vqsk4b^BLdVZg zr`~Qs`0^ZTNehjw46ix?iqJcQi`%v_1kYB}ncR%xjR-*t10 zD$HZWKFQpS0U3t53Mo73AHa;|l>6KEE_3nuB@tN3j-L)12hEONkgPI%tle6ZDR!;>|w8bA~Ln^>Aq|C9E<_|a`_Q% z1~@2}2l9TqiQbPFkNFZA#9>xc?~klVsd(u-rhDc0?DxhW5i-+x-Cka>o@~ zeIZhm{5xgjcHw=vr6Cn5j%@?edAT!35ORDMerDuUVVPn+9>JHTp!p`DH!0vWtuqH} zia|TX)(KpBGHJ|FR|Klu1$ii))}7K16Sy{4xZRFiZcM6iyaL^hq|eL85NHX1u*|4j zH%V2$MQY+LxrmuolPTMu!l)dEmA~g&`O0Z#@PjjDo6lsL>=`*^?DK16jzov62KYFH zXjt$1VBB|amMG~Q@_=1x9|Dfak23oo-@7D|3=H$c9zCHnEe)4xulGX0@2ER|R^DP> zGK?~NI*Pf@0p|wub~e9~S!7Ni@`G+h!=_OPB1t9*6B5lZlbqT`pmbZHPKHjsa^0l6 z@ovNCa%k0iYwl)_oP)Q?dha({Hqmb`qQ7d_|)0Hj!s3XTw}NThnQJL0!p*Ov#M(Rv$J+9qq-j74{Al8?|t$J({O>^ zdiY!`(EAv7(ATZN1Adh$-AJnv*`{TnCsT6-+DwWE20;i>w{7E6L63JaUVHd6~*`Uv&uy0&x#Pne;6msNk9>Ra{n726Yb#=5hIBc+OLUY$;)M?Idb;C#W zKwNE?al8GRQ7SizDgiw2#N#%o(2Sv-AAw_%o)hsZJ&|$jW{h#8AA7KlRANqYizI_* zejN>W41hX&Ws-D=w<&-+0whY*bs#5o3RtxV*U$-OeYe(m+T)HG{}4mnbob zks(Ybrp%XncOI*ac6WL27%S0#lTwqS%j9r-!t{NZfO$TX=JGG zE4Bj-QrmY&A`w4o0`}9`=#^U6U&?o{d%kxbT(pgPC@eQ>#&>G=ZIX2?fcZ|0GFg{2 z|8Uv>la6H9Nawluv&M)@i|3uR!W&GShi|jI&vHL(_f#Ozo``wcdVOKYu2N=RT+o*n zGd+|{;GQAB7{ul7Ol7Ow2Cr$F| zzZGbmbi!3!R_q8n`H>R^3REuLn31_(%)MA#A?KUl!^~a9wp1+B)yQZaHVh{f@}Ce7 zD6K~xPCS`^wlCAwy~=o&pG&S>6mKvlQ-m_ukM_RB;umr00@M_FLWE8-x`F+JGUGkI z{HWv>oxqCI z+LU(8kI%$BwDB$amAlGQ5|oDf96w*CjyXb3`W|Z>vJ>o-QKS$pb+^&`ou>5bmsQ_< zSBetPYfqb?f7wW#9Rr@pRPeTo>UuQRAccBBy!+|1;n2B-M!nolW)=znbK4Ck=26;C zt&42ZJJ%F!jMPFqonOKXaV8~BML!-$IlnLVZ?ySwfx+llxg>8`R-YI z+!-j}Dw*5v3f;5^3h}MZXV-%*axfU*>#uNr1H?dn^zpltDN4-H3!(?B!7Ju%3vY6e zaBmAWO4z|s9(}c$d5GE8CkHi({=%$(5vJnb2-7_hDx)m{lv$mxiXFC2KA~XKUErhw3Y{r3Ig0 z6Vl|e9_Vh$mhgwJtdp_*izT_OKk5*D_VdwphW=stl0<&^JbX4{%a0RX-+El18E_Ck zzSn73lAE)D;7GtyzR`S?^PR6M9X;K#6n{74%C3gC`mLRZV}4=Jx>tBnXN9~ccIrQ@ zVfI~N-s^t5p+&k4Q{)m5H-(ipcCxs}-}@lBwIW+ONdW5J0Me;dM~{d=gbIp7DR6hV zeho-1yac$!5L`;U@?0xVg{wKs8{D@CtDJt=8&D2Df%pIhzw21_xTnAaQrH|guc;Oqm!&( z(BFC1k$h>uX&2kz4E24Kprm=PBA=bZh+TxEsoz>igx-fo8+G2T%1((vLjMnCZygqe z*1r2o4^lHC-Hp;P2m;dGB~p?SVgL%lARt{sNH@|50@9)k9ny^;Dm@^e!~g;ko;B|6 ze)oHR-`}~;`QOWnnzf$w-1q&t!Ej|5w{OLzCI#sa{He~9hlX~9N}j!(!O{_K0BHBp zgs<&~5opd1-OnC3Ee*4!k=v0!;{uX6TSV|VK)=Y-UH( zTrDuY9p#5DB!=Dz-Uo7^UW*(iQbS6^dp7Temf=g?9o=|QcFUI!&~!Gfq;^R!G%vZS^+1#bSwcs%S=H z$R_0nwu|`Qq$Jh{90%t5_v$Y?I&S7%;<$d5{V^pgT*5=Qu_G9`+HX-G73*eifT$D8 z8<1^|XzP8i`rZ#%?~y!6&=ze1XAnZ|1bKXm-uQSwQ#WTG1OvHrU1byQtvYemQ^<6E zVJ(OQiH^RnyTHOjr2zAvStj>F%++!3EY<4

+7O5qv z^n=%f$e^7=7o(HZB+$4`%PAovgKEm1>RDKqr;UnqSX)}5em1YUY8R7>h4>f#L3N6b zW^O#A{?P3P>IY_|V&fO5zL+-3034{Q86vLPnphB!e^RgE6A(FMzga*7oXGP)We^AD zTnEprTOmvvPsdKXXE8Gp#faDVsdp@BwBjU{9;ov_tA4~YJnA)2s}KIPU`BcsE#+^S9k~npMh7Fza2a} zg9*+Tp(~2`EGph?viP^TjX9F?<8MD65?7H7)f@D4R*Ph~g#ZJ1%FR?TeOpB&M{R{; zXgZ?F2`esjNM`6(E=sJl2n{Kl_@pH(Iw0LHI)oO8K$7QyVVRRL_yRmH*@b{pe?=&S z1P=*bgciOJ3qn=-K>e^(O1@{l^I7y_-y2-8U&7WoLK>VaUW4MF_wodXL5=iut zyN;6oNdPpYbgxdYuYs&Q$<7lOhtqh?-XUZmW4fV7xZo^5`m6lCBGcyBsoO0>&<~I+ zh{mp?So95Q!7vg}yqwV<#iScSY7t-gu&$rAwMorPu-0%rHgOXfkTB9ZuNf~de8wB4 zW#Z!_^os26-81+Z?*Z9^Q$Pdac2GYFO>TSX54lWD?O9j$3g^J|%02J$0R1zt6FGl0 z>XLPpTt*62`(jdwKDVt`*EiZ zdx5-(Uw*R#+Nmfh*^0{{ld3WS6Z~3};G^c=^Mjm=+8&pnp0tS`0>&EWHEyN&Bjv87 zRxpn-%=j3{xIP&lWoKpI58`lq0X*=Qt7tY-ZjDXuSw2s_v|Cs-qfUdIl$DcVAQ zu`F)z6Avi}DS$YoW>eAjvhLehb#nRvO33v(jWn%1AUZMi-5aUthmgSv5u*j4wNFEZ z?V-NFR@QGryD4ArGT~ij@)Isk2|i1V74LSR*Z7)XhrOA__85wbz{Ov8cEQ#2nq_ZGmwQz^tC)djMY@soz_iM zW{9u^93%ASOgN(IKXBobO4+NPsg#bN7A?P~);j}D!^bJ`##WHiR5=MTpIr1bQ+LDBFR@;YgtPdR;cuJX}8 zJf?>IqfZqxId}BynP88gsFH@vzJ{9<=(HZ~%}a}?E)QWp*JqN|I^4eB`n8&2hLDJZ z-xzvY^x$4mV;AA~b<}(Bo3i$e0V005^Bv%!ag~}iMl6Kxf!K(tabyqEBJ66$f5a)& zIUB|A<4A8WN5+N0@a}nn?cQ*GbXkQKuV0!JmRXHN1*F7_lQ_%8Y#`-rhuG@p(_kJJIzVLd}UVhWQmtcA(YjW7VoU}2JRM73l<7;o_u z(l&cChkIg)F-tMc)=nWt4=+?cpobvlqB%9wRMGN4Q)S`(+9exLmzSsee)xg=y6Yma?`l;ZR5O-n8IJa5piMLoN}&NaD+8pB3Hd)-G3OQU==A zoobo`SfT_ji?W}+og7mSu%)9J2%_pM`qii%2iJ;aD5So!j#aUK zRTOg^9JLW;iMt|kDhMtx%o!>XxP^|d)&8w$UBoL_m=rO|RRUMbF1T6-l~hI*U*#~v zMZ-l%#7qo~z=N%|xsK&$%w&Sx>|D8j;*TpoV$h2TQy*Z~yv?*Z$tyyyJ~NEzaTHFd zjS=c)Ng5EMMCQJmx#M3XLBgZ&ODit-vtPam+k`BF$K!J+o-DVZ!F!4f3ihuHx7Wqh zLfBQEqDi5Obc;oiZ#9j5xjPlR^g27PI&-P=0B}$OVOX~qVD87mr689*xUq{zZQR4B z`Wnyqt@M!-ZiSI?)Ht+dDKyzmMW9mnpNFg6MTMqzUj^a5Wv-C=i%7F$B@$>y^z~$C zO0XBZzwVpX+RG^1{}Z)0OtO?Pn3}U$olrBhl(>_JnP{XdAFbw4Hdcc7LqxSroY;tB zcu3+D8=Y_4L4$#6Mm4iJNjP5FpzECF5j8bAV!jii*TL~S%9^jRY?VM80iZ7m)Z)7p zdEM-mfg1<$vMQ9*w8@k_87@aT$JzPCR^5~|Pk;$C>x3$HN&$?5MV;_qDC}F~D@vekrE1yWw zLX#*B(9Y!rF zW~po{)6)pqB%{_1g?EFOxzVL4n(lIgV-i36`UOM$5pzt*j3X1WF4$~$rg`bnZR#iG zLTh*;nrsVv<>eUdFDWomq+CW~bn2>d(?LlnHFXU8-p)*Z(b(kYb#W=VG&K<;`;Jb_ z7G78reN_N-B75u^jhHA?xGUTBX4c3U+Z5%_VVYa`+NPG4T636YQ;xPL5@}yDwPx;a z?Ne`d)DQj^8}yyPzbF^WrOy7d@5AobDu@F+EY|9{q5MLBb`gIq-adjoKw1p)i}-)3 zCOeRYvO8T%0r;PKtC|TuEmk?*ib#vL=7XvIOpUHJv`VloyFSv7m&s7e1o@=SSvrT} z+{@Nh8`;dx>G>34PaPYh{(k8ng~?nLSNt9|5ji98Q``C#?GA<$XY_9W`2&Ax*vI`Q zXMd<_B*)prjgG76BIlp$G7AkcIw>E8Vq>%teJ3+hLAatJ%k>9SXY19L@I+&c>zwn} zv}@m5`&x37*qABDL!5|x6Kg5*{*i}9XJNdkD{pWo@|1`Gs_PT=yt^)N++Tw_IvuaF zf*N5XI}W3w)urz332p{%j?Y!=a4Ywnt+ueLjlDN8)Mv1&jr9gJFTTuT4v+P+PpX9_ zjUOI$HM23~fyMds5^=!yC|3Lh_`&A1o=j^M8|u;=@dvQ7tVtzqc2)bM&e#~Jsvr&@&Y16Z*y5{pflJe3MK;8qABtif4ydSW-u3SUVRr?&XK`Gxzv(ATr(` zY}9-(##i#pu@Svw&CtK@p3`sFPl z8y|u1k=@)F#rHBid3X6eQjOl1oiA^_Q1I|?%i~fcjspFnc{Bcc6XTeap|x9}T24}1 z`jNX@xV7zPjsK)XD{!!ZlhZzS{RJ<|Thdv3oiF%8Sk={{7b1*YKW9|a@zc{vIapFI zwvZf}HImpDSU7_k4)OL(lEs9mt_sGqCK@f-IS>v4`i6wmn z4QnSOyREUYSCo(add9Yogtm$&OP^xQzA--7#6E@PJZZX5*sON6qF)$bdw7m&=xnKx*FjR;(%KKvlUew z4&a_I7ww=lk0yDpbre}*Hnd*m#B(3t{JTOJtYP_3Zn8f6&hDk^eoB(c%V1yg;vJCF zQ00i^R7%iji36QAw>&o}$php!t#lD##ekx7&>)P$>em0rblNm(vPM*24rT4MTI?+s zZoh`{V~L!PSl-B6sb6J!JSegh)K8+sCHJOsCG_Pu&|9unrugiCHNfBoXDu5d_uVzn z(klrx5KVt0YsBgqWh!JI_-)?)(EUuKF5T5MJ)4X&DLrlJStnq4yEasJX$>SSZu*CV zZfX7MdlIj?5+xG^aj)}GXta!@b_Pi#f+)A2PCO_Dh__3s$AkS%vLxt0$>!&`SNra1 z(755HbR#hvIu)0m0JO>=x|_rc?ScBBGu-@ali;&L@xX$BnghP;hDCwr>_v& zp)GTg*$Z;-dwTT>qP=p(?_p}OcDiB5m(*!?ty91{)n6}>J6p%~cAjgV|CB&;+K*lp zM{{8gu%>d9+ZFf6TcOJsX)8&7L>!b$$XScN>-Fx(>Y8iaZlYO#<(x)qHso!^>V$eN z$BzS@Q-91qdxl`q82~bf!H3?LtDyxnSJ6zKP0B|G1*&~Fs2|FA6;zhB0Q$|COkXhW zGv_OL6tYLTeFlP;o_W7}nKIh{1%PYNHW{kNsy)OH@yBGA_L;~kh94Wt)?zA0;QlvU z_PZh*K9I~k+*xS9bXX84YaVMcKOiMKWCI>Nl;1NmCdHfit>EN?YiTEa;fKWEPUYq6 zp8S;YFrHf*c_H*Vw;4G_6T|Z=XZIUWMyLdSkV}7C01|-oTBwSMdjVacw#c*E3ts^N zgV^PgI9aSVS#E3&SY;>3X|IA5EVA=9ZH6sGXCD+YeIHdWpmSs{{O9bf;^i3Cw-q5C z{QUMY`Vlbwd4h9^s+NV@Mg02S^NQQ7gW=Fm%{GeY8>=dc<+={CjEeZ5s+?&Nrsx+v zrQD8#6=op;0c{p!ST8yiF>9Y>`e6e|6d|7nYCOq&&=9X8+V5mC=PBrD!fayZKqXQt z%JO_2caYA3ocl54CRC^Rh0LM34i?KBZqsL}R75KT(bQZ}xz5JVE@QhSpqTbZ>41w* zw!%p!*b84TyFmR$khc@an|Og!`_1NjYis$;4|7$l<*Hu{ab;PLz=7(5h#3dePPIg^ zX4e08^N)mkzCuqcTo9}Yu>VBRb9sy@~<#|k^n<#q@saw}d6 ztkGL#)Eq2WnUE14{!B<$I}}JrGYsnqJx3t;CwGdCuTb<~>p==aH$Zm-aJHGniTi`2GSFxhRMoc2#b)ghj@31czyf&>1`cVydq!{{OBI;v(>ro%k zUzCf_kCU9uVK3?GWI*W0@HMZ*#s=Vn6eyNpZ2onZ$>*->yfwQ!TWzlfEBkuK3CLi4 zjwAXrlWP_3CE@n0^XGpje*s@Dgw|xfX5(6t*AfLf@Md#b zULRhNID%sYt9^p=Iwu;NzJw@3W*53Ca!h++O9Ztdt9PkETQGrU+HyO43bVN+zCc|Z z;It-m!&kDU0x!_K63X*Q>B??q=F!QRR5qPla|X$Lv+ufdFXhU=^0YcPm{oOLCwZ_y zsr_~}{Mz(LYf{w;RUqS@bTIdSw8MJVHbWim1qo?3TSc4fvoc2T==_^z0BT~(mNJEFfm*ke# zp57l&RsNVkY1`!S3zQKL6ch8$rSKuTO_7p%llUr=M8+$4H33P6ctJNM4k3p#o=9A6 z^Yec`={6AKIQdsl>Q^HTp{ABl8)*Bf@&RjYsvigFOWRi&o5bba z4u8vCWk9vcP}vqUM>&(y!+A~B8_D+lQyn;V7qqTZ{2nOxT4Dy+_!f&!A0_jEp|U2H ztoS2K{0;U*U#RB|#O^r|vK=3913O0~QPLgijdUx~IiH-`_dF*$KJ()>5=)@CTd?EV zjftwpKi^Q`hXDB@W=r!+5KtRQ6DN4^Sx+cMP9|~3Nb}w3JwdA(>)jdqI4V~@4z<|J zuO+dK>-XJ;2*>p~yx#)%1((&eOLB`Ll*$2xj6~0I5D#ExYMHVHn6v3mp+c@0` zkFux-;sD7*aL}fIdy4hUgx|X^W1S0AvJYpmw?r-OrNz7<4xWye>3CNCQ^Qeg3j}47 zf*0}#a4zbxZX{Hmj=o^sSs14fV(xS6^Qsw!3A&x66hno)W3B^dOZO(x(S2af+yXF3 zn(x#Z3OSu>U{3B1CN*VEQpl4Dpi_kA7`8!Og}gfy@F1by?f6=>sCS&}K)6ZT5dk^9 zcG~$7$SQ!G=IrRs=IvwpuNm{GBSpz!rh;fKFJkG}MpBy58C1gSG_2|gG_nKCtyvM_JEA^siNs#Tp$ogqnJ%9ex zDlOsO_Vn8og1&_9BQ5{A+gL6H*0GUu@O7+U<&1UU?KHK9K1$%X); z!tmIy^-66QFikw|Z3axPzWV8?lzBGYZGz$zf*|fg#k&ZB^ezSFL^+{JIPr_s&?A(a z5e7FoWUoWx?|D)N;8O5ewxuoRJ_7!T)=&NRd{7s$C^`sZR+s4^d!Od{JWLVyWn2hPiI2b(}ZO% zI(oKk1WX00)RIr$2~!OYeKO{?(sKIiUdDcQW7b|cLI`2}tL4aDRSdthM>VeR5Iezb zdn?Gts+^BbD%`aicV9#om@D#mfe%GW@LhT|107Ezi}FbWaB{v&7jufbo;sbRw>rGI zN#C(8Y%bwfyt`>&g?ZL>9q`o-3s}y20h-Ko$x&1O5qVKdrtA;!C_Uva@H0w$SDf07 z414bz`}T$J!n2PgC;9agYk38j9Da*_+1I*XWsK|6c8WZJku0j%2gFF+un~{Fj(lzF zHUdtEsN+lmc_3&+Oituq;%HHnl15^R#Ph;@eoA$8LOcw*D1^xJ%Mtr`GGwQ&k62HEB48 z%t<94r;wVdajc~U7hKbF_~|ls{)-@r&cEt3_#F!&!#9u>i4>I^yH{_yJ=d&KHR)uA zXw&xlVCEE=P8}Ha)))Gid@llnjUXvi-Koq=z<&QNo$;rl&!CD`S2fcRuSzMk?=29u zO9$~hzAVCIUl!(#Z5Bx#>P?&Nqu2u-!8njTRTyr1W`sOs>;6eFA_Gx3Ii$vnP#*lA z*7~1Iwi_(*K|=T%e+w`nhVjqn59KoBP?AAO2u&eMPJ@=BAzZzg_f@Ly3|mx$P!lg+ zTw=uO&vbW)hwRNl^P$dTY3rvAcQPPU&gx^A^4-fq?NHhvksd=UqG+<5e}hxN1f4&Y z0WhG>9fYK`tb2qoXTXn^NH-#Sm?s043SPh+=>T&xwjWr^q!r@lms-nutn6$D3zw+X zq^o`>{bx2D6ghBw6o_=I-Z%B2WZ!@o7wWRku(Q?#5Gn`m^N|-00en^P!u3qfl1PF}ke7Gu zio{o^K|OoLX@m*|b~77F${*Hd8Eey~NG~4DJs}^VY^vWf07GYSE|1=_M^%+EJYeU` zhut5ASOG<`gW(X$d4`gPEsc8H(wi7P;-yIH1YeC%5Y$#gLl0oG1Nlxw!rZO{K7IeO z!zKgQ@Rd%ekn^^1TCSEH_d?zXbTBd zCN*#S214`6!u(NrQMG?KM{!~2R`fN;^R>oSP<0P0++3heIdXi;VKwd z^`$IDV_im+P{s^;T-&!Sc;LFL+M>Mjlmj+}hT}N6rW_akMFD9Gf?WQ<&t0GxoW}Xx zJG~%cCqd<^spE}-ci|;uQ#D*KZk6E#l|0W?_Z3jl4@n)h%M6VVhYIbOxt2BPK9|L1 zL0SkG-QwWAM4e}@vtaq(|MR3uZKF+{?vKfWyOwu0U-TM?u?w>D+~9 z@dE)OmZ||N56c%`KUoWVg#W}2JMPKj;Jd|$=F3Zxj1NMpo(Ee;%xGua;QMF=nSXzf ztJ-Bo(Q-A0BkWd@yYZftRP(+k2WSVrM(^~nN|0X*g93kKebl$SXKe%19x^5SmcZ85 zQENqk^GBn0ji@S;z3a!?=V0ihr`dp7xP1pF5T@eQ`#hhLSG!z$CJ)kG7**oF)wDmP zJDB~F2b;GZLzzh`*%&AXoS9wx1+3Sm0AsJexKm$v`*oGdo<7{N-uIQY!znGcB$jL2 zz3`in`SL7aW_5+{9_=o_x{5Sqj_N6u5g06>$snL;b+WtZeHs06`}LLei`g%{4D~^BohJlIGoyL0qCVwF^YBwx zGU`L)!@Jz>qkF1oz2y-ppTjJ!*7O#esQJUX`5(Y7Il=q$?5?*obt)xklL|{y#?UBm zg+polTSWP5jNue2om2!DLoGRKDgCDEQDx5wMP}1-&kjfzUy9SXD-oBLYyIrZ^CP@@{Dw~Qyef-G z>C$!LY2-pVaa0Rd#+Tl@WC;~q+~PTR?r7_obWG+6ks`G z)&m=l$O z5Y2s{=RE3XbnNrtB4FcQ>fZ)i7OK?XOTw7&CWRyPvZG$FTC?0Dc5vV7#z2?EgtigB zpzG)s#vR|Iy+?p3-p!dkC~=UzEv%6z)h-RfIj;1rvmP73Ctqxo`n(TbD-2Nj2Zfe`jSIMk zKxUQJE^GXZ<-;#G2`P#U?u=8GH6a!i8@+W}t2E9ySS*lw=+cuLTV3R!#iDwRv;Nrz?6_Kog_ACb2QoPw=$1s(Pt_uauL6x7?; z-yc3^laYr6!E@oGMkTsb6bulW=-#h`bg*Ua*q9nRjk0UlZF6iqhpgX6UaWph6PR=? z3RnCcJip&20~XG^=*(O4kTm#xxXVrr__33?R?Bo9MTfo$(W_JR*jEwf-S|XH6Y*R^ z<>HUR?8!U3{2@;K6bN@iZpa*H(n<)tkWCgNb6O5^HA~~8nX*Mz3tO-pJMRRmmn{pQ z7!G4LCNlfZ3S(ODM?CJQnvMVwU|1u$_NCd2pJ{?5vdzk)G2^5KRjL;>T@RR;hQ~rtBXUz_!ZXdoPuyeoJ`>^Gnys))@(Ip_5jA zOQ=7rZKwCQv~as4BgjP9M74{~MakP_<%EOrJB_070X2F85u0(eM$o>I6Js%ghoq%>PM#{1|3 zz@0uA%gC!xWQa@&SB)Sf4!kskx4vXn2*BAj{YK)t>-z`vdkka@=PAc8VZ2F-h=nug z3ugtz#TizqI6V+a|EgJ!+kfwCMA#*}!W>TgH^7a@(vRmJvZQRUt`W9+zH^Q6ME4G-jftParZP`8cK7)qgMfil*o~u)_k}7WBa9Gs$upkF zlRSS9YYMt0xy3V&SYx8$<5+?e@xXqzg5O?;(ehviX@z@vG;Njv`EN(ivEb2%#@F~J zn$=)6Wmp&uwJfE9d|!DCW;C5~p6|4dlN9|Cv2RSGrZ!E#sE9FlNWB*5UA~@jXgWhH zI7!yO0U8{Vd3m4CHb8d;Kv%)Z()WmKbza+Zm@EHtQAj{UoKs!2Plej|g}ali9dY#Hn!{&>i0hXq{PWplO_@RmV%k`6NoG|Zn3_@f zfa0wrKQku+VkWk5pD(S?o|%zh8>qBOqWZ{nF745eahF~fG2!7Y8GTc_?vxCpXIJ0LRU<0^ z_bI8UuFS47-F@LNxdz4>UxqZBfMtjZydRSeSESeXXaz|jtc3Cqaj*o{B658c(~}Yi z{eCIKx`ku#+_xY(>1kr`)yCeF9(WYLB{nZn9dV>$kCg#plTYJ*mMWQTS&1{>aGcWf zqn38b)@d-yAo9FIVtqG%ON{ls3r-I&CrB!O0HH!Lk9wOyY`9$M<~;C9!f@&0^R63@ z6Cb(smM?U(z zlm()pIhdy+2J8h?jC=jONjW`zB3OTrC-pcY$jAEOhut{W2wmn1DyGZyzEXTGWcYXS zA@Buk0>UVdyW-UOn5(rq-=WZZqwb=1qFK^^{6Vn6B(0&N?Ttz;qaltQ(F(xl{Y+85Ps$vcq&!Nru1q1d!L z*6Aa{HWrbml257P7A9Fz{e7Y&E-g#=Q^?LFycQGN(2yXBa0P<_l~vk8_LerBEH-%| z-B%8w`(CLeq9J;!H7zpvB_#w2iSqwMRmwt24n1N$RjD-%B8LeO98lKYEf?$_=NK-> za4@ZIit^^ws*&`2$^Q@OcEgf`mY&Ef`r-$lk$(0n1CR%TGNQCf3MI4^`@+gQKT5Y(*zu>2T!(uv1fdIn+-TDI?COW7jP?WVip1#vZZ?LuJZD2 zXIOoxzGRse9+j(dlEMrR6Sk)kKb{Bs8+7KBYhlW%?OgG&SZmgkaM=qnyx)z!F_0`O zwm5$Ruc0*aT;V1@hh&5Dkt;vX0{OV_Z-}LFm1v9(iyjraW=Oi{lUgRr0W4kxEHEQf zWi^PkOZYv$6xgud*`iyMQe3qpZjXftbZ}*p6fALKJC4}p?NU1G9$~{jIyr+x*Fon& z_kPf|P!+PSa73i4m=4?&Zg>AzKyLd*yGo50Zv`~-!0pX>pVu-%PbZE%IW}9hoIc+` z^|@`0)SlqoXpxZ@Ant;89?kIBnADKsMn={PpNh=-t-gI#cXCh2ase;THbj zMR2^!^{0#OpH%kAD{gPb>$-G=5N{P{K6JrkNz!@SR4OglxU~nBp+uvKfS=gJk{L8# z+9@j8*x=AG>0-S-QRo}5qF=T`^lUn^tT&`^>oaDlXrv5QujH>6au6c*vjf&pQZKqe zOYsz5JJtQE!c<=g60r^guR6g%s`;liI`Xd|TmaE((mja=tG2B=y+f2tY+(<^9uE6KY5{m zXYNb&8PihDZ`n(-hihMg0lJGp3ap>7r>mJhyYTkL%M%YQ8N>c+6vm7W)Povc`P%0607) zI0vJnV<(cB4~pJEL3_4m_IoE2+UC?%qwUAaogcFTW2K{)mvNrNGa0N8{IFVv+0@?pk#mQS^@j@y3@PlwwWR(FxFP$sM771&%n&w- z&JBUKi>e8~wWB_debn6gUDSbW0>w2prvWH+8tp$(&;!-nn|FVEkxsIv7z$UTVclI zgSo4mUDC`tM_0Jsu(}9Zou2#Fq>J%Ue7w&%BI|u%!(nr9@EKyY^Gyi_UX#f~PheS| z^`0E#M$z}KS627XFU`dbecU}6Y!JP#92-u5dd_~@A#LIRk|^GMyteAkh6YPQcdfhX ze|Psoz$S-wc%vm2JfFKEap4K59j(LGmwnR;-QsBPlFBr&Ohm2u$QUES+Gp z*HJbLpQdHCwOM{ zlYVgtJTkTBpRif+vb54wHR^T=?Sj+s>Pbu97ez7Jt8$khXq-W4(9S0vrgmxKIq}g8 zifmRO`xfShPWb(*_}j4bMM?O56UBDo6W(T2jey}As34*l%U`;QM*$lJTbOPo{5g)K zQ4d4Cr+~{m49JBr$QgHkzFFbv5&14WP$R=NMAA(>V#N7J3H%?AKoq=& z4~`91@?DL|GYJxSbh}8YGn-OyWacG}gw2s|D3o>m6uN@VuefQ2Q|L=Q^W~y^2s-J< zBPm#9Ekg`Gn=dvDZWjwZ{50d1xew*tp^6?2(7U}7EsP84%uNIXjLQ3m;vw8m03|T-#XDjS-w2vhgW9)Z z9b^vb$HJ}9?Plfz~iM2AP!A1|fqHvn{|Bcq=0 zoR5`1K0g8mrllvs&88ozEA|RC{HI=sR-Vu{$^iYZgJf+|$I>GIy4qe;Px5g&$oghU z15r$c(yxckDWWaniN}v`9}NXbyJ#g@y9yBal>f+axe(k?OBzJGiY3c&tVzeyK&477 z{4wg2ppbgfDXK1kMqU%BZLefD!I}WIS+8FNnp|!TyNjSh120u3ovxN(at_7K*->8F zLeq1RPy0@oQXb2t>U13I-mGkH(5&?9(VF|^+UFIGzPE)wLp>>9A&5!X*4DD(GxBeB zKEJvs7FU7|=B?CgI#^w%5t`|};aZ%GdRpOp%(N8!c1p8kz5dQ6wecJ5YgW%)FF9q< zEbVs0B++d@T`Zg|(xM?Q@O4an@!QUHCZ9K$NV7!a_6yjVRtHY*Cs+A1TMG)AH|%VS zM_w8xu_tLP(<-6iv#|U^Rl2vcO#tGFh}#&)qlCk7iwsc*O=3{5fEAc1__@w1;jN7I z%+7QhZ}PUi7po=#4=jPEn2UL7)al8fD+4JnY|$$=<@`1NsT2=I4Ef^<);fFW^xS-HR&57mMNC4m7>H-T?Us3C4k4qSRS`mI z!qd2$7tCV~L03r8@x$~+SLUmAtB9E7jPJ7bnrHzNWhI0a!ghLfmtx?w14R4H@S(*7 z*nD9^IVSz4|4)8Cib2GU&GOo=@*&nGz@UgfN>fTxOPU4^Z9oM2w-n_H!%9&qn=Gak=W!_!JG?rgGt;by+;B_8$|F!8Z~&S1pl5I* zjkv#+surA=vr>Ar|Jay_ZV?Z$KPHD=KAgQL^!`ozg>Xc{bBSYV*W#4p)X7iS>M2I+ z{;=aLN*>*$z_cExf1FFX=2%PTT69$+E7PqoJ>xwW7BboxiLS%M0; z=a2la-1{SAy}Vbhyc#~*r^r8uLafKDQaetLv3pwmmy8w6B5cbB3lVB*~U zpy+IxCYR2=T834z(4Pizl#m6EGpZ}E4XygMi*%v5(2En2oA)3J5R^cmBKj5}lZChl z9C8w}StV>wZUQ!k(=cZ+E_|J|;VKss>rO=)QL3gv?H`tRnL=)rqk%N{D)0DPr}&Fj zW+Rv_Dzoxo+Gp|IlK4fWvbr2rFmBY zPTU5c=XZ4wwWz-}EdE(+@>p=zOk(TLDEF7~76W~W*vvxVfBUaifv~oGBzB5@_>pdH zDBuE#$+gdJotPfX(DOpBF;;w2%kKVN7cWw0s5EuO?=uTYirXkhSKaGo@!WtKxI=!G;#ogjpw5|F@+F+!ngo3 zVH>_AlYNMSrvO^`0(TKlt#`d{dz0FxbSq)3>KEH+=8lhtb~ihu zPea`De0OigS^Knln)Ka^*-UY~M0CT|_#A#-Uf@MyhRJLsDL!J*J0W@95DkyXpMMed z#(wj=eZ_s6xSHGd2S>eKY>k|?_3vM39uyrok~+7}ko9}#9oc@%O?(nW2izZ|Q58F9 znYoKk-;mh`e$C>y2?ILe&4PamSlT_Cq?u96vfEezOYg?r!=S$ftn#K_tGxcF9I3Gp^m646$Up0IvK$30SXsbBg{5SWXlEvkmbaYEmcx zCcyQtxfdGt3Vbh?W7~S2JaJlrZwn>$)aPokL@4Kv00!j*O9Y+_E54_wigz1jHGw}? z`VzYbl~N=?N0t`=={5nXa%4E^>Ex1sIZ(Q`01qkt@Z*#4u;8J>aDYN`yQdbe!!y(3 z_tf1}jUM8oiG6gedEWzztmwJn8{-NKUxIY0Tm=e)rLUh7cgl6Ce(94ubDjloc>jk0 zN^|+paD05I#btzq|+eH`-*#)CRYw{WMl_J6R++z0>0CM%}buy8Y^-%|AM zWQ*JQnJ5hUKofl)17rf>z>O5SS@PFZPYTrHs9lwIl(QN~?z9e#N)(?uE_NKY1yHaY z)){$=bf|CzSAvbt)Cl`Li|_bD!`IE%ZdsZdw$f!`YY@iCcbS54j%@xZ?(rM(*N{-P(r4Ky<)-(ZBX z?6^}-buUMr_j}=k?nQtUBwjS5s;(2fiSIU|& zTQrRK&5vnwxSarK$iUgMQ!IwW5(>L4uz=kjAT7f74C!PTfh{fHpcv0ymYrU8sY^}V z)L?r&vp#%7xqLWrTc2(>T7k-wLLmpEX+-TmcWWJFO;%@K#p@V zYaJwd999TAk+|JKKs|8=1QAp=BjsZkVxOw29>bRwB7`HJzeLJJ;QggNsU2Kj%UTA| zAEx)KV}MW@tM79u?-!q;KbwsBF#jNJNLN2(G3Sv@H8AvO`{7A%@dYLumg}+xglzbh z|9=%IU)LlUlWWE0SJTz+kd87T;)({$f+8*Uh`3PXqT-hT9yu?A{M>IaQ$^)ZKfrzg znaVU1E#1cqY8Ui&puy#O85v;>UnQhq{$|=YQkTG=T0$SkT)R;s zi)5-F=03SF6#VXH=xeyaA>DI(F5G23*<;SLsM{bqC{F@Lu>S-6cz~B#Og*7)LU-=f zKI3D7%NVDM-LFA};w0=gqjX{$LYf=Y2FryC;h0n6TgWw#A7PS<_?LDxl8!9mW>x*Q z5c|Bai&6W3LLV3I;UBboE?;KxO#E9qGLz!lU<`ue;?K5$R?>)4{X`T0y3+*gzV=Fv zR0ZzD9qJ;HiFeA9tr->}{`g|(c*#b`7So(`alYpL8#;P>R@?8i5FxzThoetF-})Ub zpJ)6lTAo7wJ6aAM2_vOrr}xUPG`Rb=WUmBWh^|yS8kaJ7ARWOK(5+kN4)Gtf2%F3= zK$Nef-B-GbkUJxPK#uqZ>P=(}ak5DW-)rO8GE4j6nfCxdpc22py7#wP;C3=6#D*Sg zYXZ41x~#2@kEvIM+j1$d4LT#*0&wgEi;SGc@X6|8qhW5Q7lN-tzUvotoyusxPJ8a$ zHOf8~$^Kk1Yhvcd`h=RcZrX#i`G|Bw0%B?kVRy?&!jG=*>|{)egxS~3M>UsLngJ-m z#M?H=>z&vbT#~vwvC2cnBg%Qe^bDD9N?Z=3hFv~u;0uyAf?&m=%YTbQ#~>fhS77SX z1zxa)oxXZ?tR6p{6+}{v2!U+?`y;$ zC{(R3)7jp`zZBC31fbOc!yJBA`BC}NP%I)%?L3X6=Q7Mc6;OnZ{pU2m$z6odo4y?* z#AnIX7{F)BA({K2B(^&3Vt;>AajIuIKFw+#dqDn8JqmiIwCbpgQ_y+-12eQCVW@R3 z>}s@@PNCDJ#1N#KgpG>>)}3`-`U;MMwt#fnm*g5?KoL+@X_a&94$<)=tX+W<&zcdw zs4D`mL4Jz+N-{HkU_dfGf=u%BZ>YfAa{Kf02=p z3JRop}Qs7Cb5JS8YQ~fg|&7GM}R}d86@Z^ zt9|p9rMt?<5N*~~3~Pv}8U(9BDd+Yg6Ln#MG`4G??%=ZR=r++6_rl#pM^ZiFm0vX- z>tZ0}{nKw+d1vaxr!X-C)W~BS#4==fbnzVqJt2&c@BGF9tZwR)hq3QQvxPIVbHnio zsa3}o0h{_T&vdS~KjN(!RtT~*mvX{)5wGVH^vEAHQl8LIBc;xh!WqevdcEtgd;F`~ zi+RDsczS*=C|;Sv1azY|L_`G`M6zF{7w-~;DiCx<7{H;`?}J`e+f7H@Folx#JXE$< zsa`?y@>bijQNwZV)Ko^^%qM@_dm-)RIQ;hU$oJL*nZx1qnomuKfHL01zjUWuD2ngC zQmWPdEGGz)e-CNE=bLrfx9Tj5P^RjAo?8BZUaX&a9NF*%dds}g&{8rkK@8YsjFx(Z z)>$8xUdR2Lpag4=C??Dx2j$i1ouKc{ICMK6$3*syg4|7b9^Ryx zF!-c!28ywr_whIG+nWD6$ayMa|C-dqg7afy9qK2Me>VDhA?%9}iL#4T{`Ay}1o~Cq zfn{du8fXwX3HsG9bVT$lW@514-kd2}Q|Q%s&9DQSYvlT`F@v4k-w5Q0IpUGO+IYRY z+o&af473`*<*v|Kso=mYG_92t!UT+{Y2<$JRg+>PA?RkojT;$n9{I1K6+fFfjA%*^ zck`JN%%ksWgGKb9@&`ov)Xn4Zt!hI{8`YEHC8O!J-e7Bi&hyhpcYD6X8QdS0net4h zdNyF1`;P0w;|c*Jvw2w(Ju;Pk^hFycmD}UfWJy;AMY6i|E8n}jYm1RoDGzVId$%4` zR>+y0m$hHBA+%}9wWn)onx`mXXZTtB1M!zh4+T{&@D-PGEOnPLmurrBbZqkrw)az2 zl3Da*jQg3h959b-e_BN=`kFcDX~iwO3ziSJu`fhx#E=U`^u(u{-A)!-XC^rwT1xN~ z40*jN!1upMd&{t>+BR(T5kU#1q(zXF7+OLcLPA=q@R#eUDG*`|a=7-iQ3~(3v%hx!1bab)DB45+;IjCWFe>o^H$_%vL4(F9Q9Y z+&i|N*t(m+NrdK?*Q8hPH~wUcLlIvB>a$Corh5=cs?HX(Nsz|w_f|o&$Lvdi@Pgj& zeCgF7$#h7%CeJ+`MsUFYeq0}cm!>mmW2wA)@w&!@E|3bzZaa>>&Dyr^E@7KvODR)J zc?lfSll7xw&D`!=*eXsBI=`Uwlc!ZddZL_SuKJ_2_E>UNmR;&WIm32p)okv=a>Q5J zx}6{B6W5lwySjmCEYis)q?D6PM(_^uDhfKKoIp!^^r)7ngwcVCIi} zLd3b2C=Z;wf?+bE%#CA^xuIk@SEg6{i)eppF(M^FzB)|=wpPww)zXkg{s>!-(a%7M zy2K^a_+#zNXs_b+Ez0{x~KuRh@^>73X zz@clvR&Q50E*Mcnq-8v|^YJqJ>Bn8RKt zb!2vvuNO-{)OOgt&UOX#gjEO*p1~Z^);qu+4n|9r^yJ*q#>aQg;q$V8Cll_pjBZUm zAD-a{$ofEpra=QH3wof~(RSM4N$Mc8)j~V$i<7RshY&(GCvCa6julCu#8MhR1f0eC zvvCRZM{|c|j};dvjh9;b>6IkXT~G>nz1SUdiun?oB&&GU$+$>c^RN(lLcAK`fqP4| zsXI_W9_=~{N}{KwkO%3|DOdf%*^!u#TYz|{HhMn@kRvqME&VBxVc7VwVP(cT4< z)D0bS5~RegwuHuSQ+k3dtDv@y!i#6Fh#3)(qk`<}Ic^~^L**zeviOAXBoS6CBvJ$VOz>;#29ED77slDSmEN0*e#fy zzHZ6L9R{Mxzc8zjSjHB6Olt0sE;5AA&=4#{>~O0SkZ@Nyy;;;b5T<Z9)UTMQeM(KO|GW0uhgir!P@MOkieI0_i{o?-X8%( zZ$n&~J=17ckwO5iY*!DPRfMxAjHXm2J*$D}ReZ`|V0$v`nuo^&VeSuUkGj8UGiF(8 zOJ+UpHN6Wr-hr6XvPjX{I94R;U6gcs4MN?F7^zA^eB zqU}Ann>M(npp-R<(Xfm++i#!#+VSNwN9YU?ACGs87B#8qTaQF!OP(>P6C~d{`YzEV zwIh5Aq!_S6UW%Jd8u#7SZSb$nmWm8n(vrtRnm+Yb;>)zLo;~WlgJ0;bvVg(QPtZ$i zG`^M4Ve9@BOJDCZbJsRT%7hBABs?@df#eh&goK!cYcJrn%N5Sd?efKxtDOLgNdL;q z?7kTB5ix8#P6|1)70{jPr+M$}F?KOJ0af6A)~A^^W?v1!MWn(I!W1s9XqG(xfL2~( zs_YZDB8RrQNXfTD5Q*m?5FEzDC59Zj=+*SKg-WL>^lg7vI!CSIE@XI`lwEF>Bee80 ztmtpykk?L?ywt5J$5vEnyEiF3={t)@4AcNT+QEq4fpM z={?-flVLqd6mJN)bY)v>OCse`7O*&d?5EE%d2y;uYLv|l9@z&Ldoe?|+k|u}MJRh{ z7ySJ(nM28yF?Ow^9^alpYFx6t?18y9E&m%kf_!EkQ3@eN#Iuk4df9wM%5Rp&)e z?|pr(qnm|;2S*hK#P4z{9bPxygvJ~zcD24@q4zm@Ge_jn7hOHy!RxlJTP|*zAS*Jc zTQDRxZ_Pih+qqoRm{WJ%Rc4gS0}xB1VKg?aTh0)#mygSI_0VEP(=aPwhp0^ zd6sC`;3P^4n2|;NRaqJwEF@++U}qS_FdOq)&G)lVY;_dYU`o~TP$KSM&Z0r<0}#hbu{M-mFazPFI7l zS71pG(+%)-7Jos#2n=@JzwP03GMSIAsKkbXFIEhzvI?@hZL%#))DL*=-;4~r^Ri`b zn?fEn`K{Z7B;1x~4>AJZf5C_`{Qo*2)jX)%vaWSHGqbb)I+KF zj`2{0V@@hR8>up#Nvk~Z?rPG0X~=EGD?Ij)rwi@fuF4J!Jiy$mfSre7`iLT*3)K;= z($3L3p0I$=LuVAO+q+Dcl`4Xph!-zQCd*2V!N7$C$b*O!KIqq};B{3tP^mR6zeKb2 z=mo++1f0fMEa99OV2PUWcok%}tK72qs;;fi$iH03R>Mn3E=!Q_d78}^NnQS){Q_t!pB_G~ zk$a*kURQ0q7ZI{}{7C?N?bcvmffocxpgp+V(k1Y!4qf{=iuo%&eS(b3T22tl_=kI3F8IP5u5q6)3#5f{DCM?Dw&~od+=9Mx+t{RFq z#H-OD`1lA!aYu0JL>jQEh$FEHBx{1Xc9elwud|xhkIChgOtEa(e8)iBd)8KIYT4i- zQr2hNyo>oFT(6Z$XCH)`Jrt(L-^S!QtV^-lccR_|@^91MJ3pFJdBaA2hewvoC_Wv@ zUH6HV{b>I-SCkEGK{#3_m0bB2 zHp2j7N`nW0_s$^dKI`kf#Cui`;~vHU2J&h&EUw}@YfL6DZ)^yqhxRSY%G{Ww98ojx zJN9I(5ohxY5mLA4ANsZSh{!_H*{Dk7?QYE9Q@yodzxQ7wTw!mbC6k43G4rxg#r)xz zwCCrln`lJ>op6Gs<7Fyw?;3Xae3DB{#Q`ZQ!chrs`qaAQ<>yK|9g6Z~Q^Op0KfdTm z0r`7}R(i+pdBk-Q4%?q4iBwAZ66(58HN-l}m62w>-#6>G9Olxy9Y>rQ3(u+AdK){P zW8g^WS}i@o3I}OZL#YtZ9R@bupUQv5V{RoPESsy5tAj-0JV(VN!_ecaKC88LY{+WK z$ND9;RVxU~>Q2k;kr)G{^vV7qKBS-*JzClCeiv%F9qv^rqLiDY_u8!VD3>%Y&|VRvV=>83INU!!}o*GeUK_*-YrQAsPRP)SF4N;x4uhd(~fNc+q(J>OzFjDYj;@qr@n7QZZqxn8}9??^N_;i$(2-~8V{@we61a-9|1i@*HW%3}KDWbjH>0}sLeI{HAz3~eeM zHWJXi{{7?k3|Afo2_QxC%vBYz6BM00!9weK68T>KchFGDd)TXwFSqKj*}ePvcsDrT zRy4P$3lx~z<>z$B-r&mbQZ+vZtnE?eeg;-A%A7oPw?*Qm_5b~VOC<74YVUf?fOABD zxso2*wrej~3CS}EhlD{S`!#4F=*ViE2Fnt8=a^qd$tIxLqF@V$NOAqoNe(N*+P~h) z5Z(^;J81+C6S^sg&W}u2HrKZkKRTWR^J}8}Ta+SIkkjY$2 zx(lz@`f#l#o#_^;Jqt#d)F&nL2n}aAGKiubQT_evePUM2m#u}vy37jax}x2u>Rg>M z&1@}*@aA>MrMeUHOwh82tQY&-S3Lz2E}?%&l;pq`ue-f%oI*~hMBhVkE>ALfhOt$c zEhA9qB^bHe?&Zv@W7Z;;aI5dA%fIP}wR401h7=uQ=906lJaJEqw)lYi3aaC@978!- zj7|{&K`Fk;`7H(fGpmG3tl?(BYPl~m^RVG%chC>5v*}@MU_m#@!+}hj^Mu$VG$rxcZd^I{sHIRc*Av+)gUF=U z^!E^4VpYv}n%G^V6Vm?a+}#P#5Z{*Ea{72FN&@l<)ydYUuW#t^>yEE}5 zzfc)=ZD|hV;(}cF=kB0H))&=fre+G$P}a*uA-lTHL5aJ$y+(uW$P8-te^2r~9_AbY zWrY_xUAvTFXKPj~y81rbAaRY8teq)Jq!nU~jo(`nXs^Og-&mE_U{N~|-bwD`3kK7K zcJ$#KH>4YiP1YE>yQC-$3R=uS(a6v<%%#XeIvGQf!M!q$i_dC!qDyhH9U@V4%YE{* z7@&YvhH03}O8x^9=~4OVMZ&zn%v8mX24p{`f)v*YGbC4Ecw$EkUr2<249Pgi0{PI- z`-tEst7V|We9852+j|~(_%J=1&vPyln5C)UOJZ|KGWMxW@5Iv6#L(Yv`NAx5mw?{W z`g6I#An-|E6a_Wdm-+BfbJ-3eZVF6_&uHBa^3J~WZ?vlCcFaWCC+rw-c@1K+<2Qj^ zOre4}%Yttw$M@o#upNoBVnLq^J5%GOdt+uVe3?cQbh8O6U#N9+f|Dm?3k!zgpo_3K>n z*zGVjtrNggYYI5ySsPXePdWv#-w*V&?ubr$-KL!OI=Pjo>L;q z`Y!@F^bBw2uuyFR{l&5e@o|X7;E}frp1>nMm*&J9tOn)at50?1TbBd=_1*ZCkxb{Q zPRi}3i|)D1oIJXU>dPFj=qO;Far`ZzeAz%zTku$&Ec)L~T2g=&U;?God$!uL*_<@J zkf~#rFeQNG{PUAZc8MLCi@VbB?;Bp=R+s=q#`P)x+Pvl8+xieA*tegOd@Ya)|9AHf zl@!O)pxA?JvXOjZ{)kJ<$(RzVaJg9I=qk|p zZRO90-15#c#$cDMY|}mD z5it6tGvqMh$W`!0ul5QQAsmr74GbmCR$MnH#||3F-zWQE(98MJD_l@;>WNXt7EMk^ zvmunHN~OtkmOqfgln%g-uN9MZj!BjOkd}WpfY?}N^J?=J*@9z7)(|nS$yN{+(HEPX1x5oV4?eq}fs07nb3`+0DB@b&IzeM48Nu?4R zjCt~CTP6q;o@aQj=9!6+d?Q!F88Xqv+>pp!eW_EvZ`BaU*JZ-u({bkZ z3YhfzylA3Nu>;+DVW*Su>H_d|7un<~Ru;X8)#9iZ1qF}VAU2H*%%V_&jue28$@S+y*U~RO zKq%@#9^hs{`M@)TOAGxTuq;%Ah7dsMpcq;N2uPa??*h0cCS>F;5sU9}uQ4V7O?v@q ztNdDg>XyfRtX5RgxarQ5QzK)LQFibWH@pQH9IiOsLIA2w%KbJQsO`dikeNOub~tHn zIc^egeO>qjq4S^&tvn}HO|`H;q9P1Jx4HtR^~1x*j>iUltTIftC$Z|;?0T@vF{yH` zt-&FJbatCfCk`RL>$lqn+ax&RFI|jjzExKEfj13EQSKNaUR&;0^?NG||AK6|LHM%U zepl(74!`?0!$G5iQlDLr)3JJt8pj?5^ORQ0DWWu0v#QzPo1&`=Agi6vJ)I4YEvhE5 zj}z7xDp0tQh@aGnQ~a=EA4Iov3ic{ksy2Rm%@#u78a{W)ASsavQB(&+#QEMPt!Kcx zsbt2Zr~2n={)97=_tTemHa!gD7;O)e(|=q57!{dUYras2iFnH>W$X6XB1gZ83PoD; zO}{%TvHEsp@H+IFA!0V@;2H?nw!39`1~PDR=i1_|uOB+F-GD2AZH*>TGJp-q=II@o z#fDybRjf?skK24)mIm}9bDZb#nvY7aQY;<)Y=6?;mIIt2Y57f`UOUe?HfsdIDYW81 z4IjmE-@9@*YtZgNi=zPQt;)@bpAI)Q85Qn7=|)@V9V48w5N57u&eZRxjUf1(We%*4 z&xoEKS2Z9Q-uu39y8|HB@!ddl7ZQ&fL$vh>x(D)5klG))4eP!I+zi@(Wt{;BE?w`K(V)=_Gs_*i(k*fIe%(n=&q);G$$0xCjg&_Wb)kWNUy% zJmaTQem2Ak=GtEKSey=%5IBw`T6nb+s!J7iLjqlrHT8z~*D$P*3H_*^UaC$3L};|g zodArq&`1sci8)uV*+V^Bdk_=A&fT8MqF^~#*F?*Wq~I#E#to-&HGIAw&M1zgj+ZFwV8Ydr6zuxAU;I)1D=!)C5^TfZPKn(Y+qrZJ1-r4r=SM%g>H=iBIc(t?O?SC5g^28>JMpp&7CzneIL< zA9vNB=#cXoKYO9^7=&FImG@+jb0Z1t1E8jnvhTg(U)`NGYNu?V*R&gao9;H=y-8kx zm=vgFH`YjTJ*Mpg$f;aL_iLY@dD-iL#E`eICo`37CicUeZtDB_fv_eUp7bDz{pH?c zU@sCWJV*oii2<>L8Pv9V%+%Nrp^UnhR$e|lz5RUR3J%ZH<8Z>nXx{R>Pw|KcKs?bf zunKKQ&zRB{;JAIfn9DU9eW}&dV4E$&X@Ofi4(m#~ta+HheXZ!XVXnf22K+%t$9ZG+(YsuNJ$j%kI zoU!mB-%?&geuqQ8HGEQ|0<55?<+ES|mDTiI*3MN*fk*1bEpyA3jbrb}zl$m%W_WYW z)b1+N1uA(b7T$_?N2E&EcU7^+wqC(D>5E%jt88>Gz=2dw-6<%=af!u$1!Gj3wD=>o zIZoJQy>a2jpKr82Z&!Y@`T5yuqoRf7dVF1%6q!d&-~svbrof}Js_pscXsqCZ%m{Os zELFzGa(V)Y7`ghJ=jM+y{|7=H7Vz`j3MRaKE-lQ@V`8N3O_ENxnJfdh+*BZ zPl&_(kbQrPQpeKO+i0o^}Lk>>6B5b`^M|jphX2=*k`zxF4KyX9w?cR zJzjaDib{i|XWyF&0v^}l*|ZIXdaqz@}sAA3!$w)F^FXSDK=fk!tMG4m#d(Xjf+7`fYxpHX=`*NZYhqSyVFB;cN z{dZAs2*KE^Wk2`-1XV*ss7Xm6OSHXD_B_^b?HtC>h<9V#BW7ubmw*Xx-;;nWWCQ3F z7?LBq%;hip{*tD3DV@oKjegcAw0erzSfl1y%}4SPZ|t4*%t+Ifhc5w}MQJ>-EeQUe zEmQaF9DQVjsj^uohq#x%0}x9v|T+UbUkcU5%mm)be+0#$vFM=6gTL?Pch_wuAYKj z_$Bid#67<4*WO=L3?8K^7)Vk3TQaYg=bq~FAMw9Sy&C)rRmD36akOkJ4;- z7Pm>6A@G+Jt}TdeUV^g6V6l?4efv^!9wkd+Nwe;5GxBr@%nQT|HmQ7IDo|ik)m5^2 z?cJBD7E*LTd=;N_j;z!LwHQ-@8AgPNdlN-e{dw(!GVNO_Zl? ztUI)(cuU4ZVM}LiJUa;aa@0h@?t%(uq>{GxG|fvpxJ~o9QOn>DE<{Iu)+B26{bNtq zev&IUQYFK=g2$1ZeTX8i^@J$GU+3D>7Sm>^VuBrNTxMF7!&SlpzBAWK+Uqp*;3{l- zEo(XsVR@^!H%J6L=n|~bkUCI;ru)OmX&#HOv{nV$<9;!8Ht6!NC#j93JZ)>#h~urR zvgMgB_-U81ud_8Z)Wkr}GM%6ao%J>0QY3B4Xgf;G*|VLkNpwj484pgnUrzfNg|>id zs^B20rs}R;%1q6B`SNk_GgR+~<^t!0zWZ>~ApEIN1-Jn0j*I3O9O?wHeD9({tB22G zI#_gTvySJ4rvhAFkH|H4eTmuv>?bJ9GWy+(sc7dG(Sd)V*5K}67_dup(COj=Y3rzk z{whF$4eGS9Win@RhvYhw%4D!VkYuifCJ|13-)GoQH+mkgVEYdODyezrwqgejs@hvphA*QD83d>`O`YZt*%}p4xdD*VruAPj;GQY z?|${(ETH$k3v6oj^&-4(ZQXTc|6KO9;*nh{4+YA)mYsF|vD7O1JYS}XECknrMBV_u z^{P$D+_a8OOL4mP+>gCryH908l@%CYNPVexo>s%{&2{`~q=G4utLnXmj!)^6`p%P> zqGt_{Vdbklj%m55g6KU+(q*1zAA?B5eE&_Q>6nby{SN;})BO)+=thOh>39gvmV4be zskYChMStU(x*5v4!OD0|I=X4i(1mUue`AQ39@NM0ncZN?p1?SPPs{O3QxrO!PSu>E zk#)sgrL85YVGkf>hg!^A^PG`Lop1O)&%6EIpToA#iwGc>;~z&U-pbG4wOkmizsrTV zirqO}EUdpx@KJ}|TxE?dC*km%V7Ag;LOe%=kPy;k>6<4C^ zsLkqur9uC3<-LCTXNQ|p$d#P{ZX1g1u3miYlul-syt4Pgbg|o}ry!K$e)Fa^d}n!l zUN8)HZ|Cb>T5bK!d&Q8%8_!{*7VwsyPEsX=(T<%S#aVL_IXnuvn&k}}%Ul;Rn;CNh zkJ9_lrJ3VUoWp?OiYTd?hC^dq`YE*iRaJ9RlJ`nj*Rvq#Rl>oWz(G&=&ZA5VbT!}SK^nQsP?v%Zwg4FyNh7C~+K1n`+w{5PCIuG>y{p*ag3kKUf% z6miOIB;L8r2lN`wUUD?E3!e@!jkQF}e~onnJ7;5ov#sSFbYazak0I!yHi4;~;1(_7 zu?d9aWdh|uTZ|`$Z#2fGk9eTw)*v^-#T1|J*^$d=M7>RWgZx6!-si*4fq(tSXRFcM z|1gZCONwRzbm?Fp!s~);nbsGc0)P)0V>|-V#AG|+8m5-# zX&Xnrh^?7(q@rHxObVFfh!{}qdVehD&3KM}+5WWcx^RVO?P7`@ExpvVo>e$gk^J62 zyq4V7T=-6+k6khRFz)l|9Z<}QpV!lJ53{eyc81a)A#)rpz0zokX{QsH2)wY3HjYzUtmT`XAkw_$f+Cpkd+`gQ1=Ov_t$ zT;=s5NFGo{^!JL_tSj~^QCKu(Q40jL&ehk_Iy7wC_a#H3=Dbq8jX-{VRmqORo%F|# zdCO2r_mi~TcJF~a5ih*Gk25WPul0I#ICug(INFioHQ&*?D$EekTL|=cgecR-dlsaK z2Yio(P?+LM=M;l$oR)83Z+M)@(T5Ds=EH;^-CH2jBLk3AC5(E70a7*4b$j1`A>u@&*n*E~prQ%{2$Cgfc&KoAX(#{7P4bS>9L;5Iz&K)w zGrLW~<&=JcRFFLOfr`V1gnZa$>k0;HK05+~XBQY_>~T_V>r#BHuO#rdV$vc> zOXo}m`mkp` zAy9%_4wyQ3EbjL}Ek z&w&?ppEWlRVP^ColfM%`0`qE&F#!Ib(f)bd4 z&COx*5#7MLrP>VENhG4RMVf5G=Uuv6nO8@&SA~6^rz%o-17V*L0KP=Q-18Tg37t-N z*3tK3w5l2C6$XjLGj}I_5k!h!1AA$+w`A&DK8Qb?m(M52kk&l`cOl-dyAahGPC>`r z7Xbysr~*zvlwb>$qlE{;5H+mcf4v2gWF2( zsG=<7hni6=2&?^6bxN>=+9l=gdv=|oC~rfEO}WL8rf7b7Brg)%j#W{Fw5lb%uatL= zV&Sr>vfe#=_L{nEuj@V!5HOS3McG57@o6jF5L>9O=8XJk0zH}I+^*V{Y|`<|Bl(zH z!tKN3Te-QEk=3aEq;^P((W$V2Z0Xy*GIRzVm}T_``-1S>jajlBntig6%Fgv zt}=5rRye~fm;9utO+y2(3O6e)1lh%Gqt3UC`p*T#iP$TL<==-4afSM~^d=XdH?)#+ z$%hK)#!64U?MUqqVDJ08#Yd=rq(xpHxl>SvyF`s7uX|Cli@K6EcTn;WrP8ijm?@I@ zA-m!ScHuobpD^l-s4j(muQGpJz41%)|7rV~{MceyV{R zMj_>(%<45X<1x0q-ANPRvNPAM7OLCD!>us8ZKqs)wTFFf{^$OhHGDVM;E@s9Hhz35 z=o95C@M*K2(SN98HG&e+n<|3(}EIa3OWs681u)?TSJcMZ*wI=c56KWgP1(Xmb za7KL1UQ6I+rW@9cEh&0K%VheLt)Y|^WiL&6Zz}#ltjX?Qm%9Q0qljYc8G2rn^M&8}4 z1mYZV@ah-+b;Mvd)b)m)GLbaaeRjc|eo6KcK=sSO2x@d;$r+{GPiyxxo z5SJXQ&F0mx5sVwxn$U(*RI(UA0|-_T)XVZ3fY0+U!3t@u`!B&tVi2-9<`g~r)*I9Y z=s^rsM~yqo9O`g*Tfw!xF_G0{tGQqas>ntE8mi<7;x*7A_Ih+K2H3!8 zz}+(T;UFn)!&Byl*dC240%^w9`fJxKvAs^OEwCaS2?3!2PS1&X@=x zde+k4_0Hswt;d_x&=6w-#CBluhEvqpwp3D)EBTD1TDLbO!+dS~*u3O<#@(b{Yys7I7OFU~J=>-d z#?+h>0FZ;6qzbMMoHfs7!v2V;F&@X#*$y zbLim8%f+Uss;~;tEXZe}E^&XHdmA3wtLIAKxis4%C%K$;?x^^a2P@%@nq{my{qx3+ z6Nh&+JoBr~CeA#|YxGa^ERjnczIo)7HTxrP(2n1^Vrk^k(se$5;8Lb73VTNxRjzVB zN!zVw!TN0cHT{XL$G*AFhj{@`9+*Ma@rPl@;=p&$x>K(#j&gm*oUZB0NN#>A_j^S}4Qe1rz-Y3x z__x}F$T?h?SUdVH(uY)3C@nB`WrirDQNik)!`ms3j?yt$L~EsKudZgD>RR@+bc*dn zgFz@y{<`f796AtWeI5BifK^bm;Wmw&k(H}fQ;rv8UKpt~QcK)aRJ{OQS`#G-Z(blZ zVPI`aWL8Q3E1>bd>#7Bdh~u&F&yzCV^44{H=k1p$dxQT zID~%lW^A;v^#t=#?|FYS25w`Kv&87b+T;Ebpg(&t8*U{Z8}=V{0C4x{uxjhyz_f!q zBw*q}9SGQgEKv3RCyE+sz@4vx@PCO3l7tbb2p*nlTXOTYxh)F%l$33h z%gumi+`kVG$Ev+k6Bw$?i&!1bGabc5vTuTnNuJHMkpJ^I?!LhAstWZQm^>^V*tYoN zs3Zmdc_>D;Aj!gn4nQoP>im_7tHn4H^*;x>qqfF}JYux!V_f4_{7udPdK*d%9|=4F z8z#UwI6^*E$UcRVI^p5J^bNq{__(kcY-QL1crK%maKtlM1ESRFH%9|}(E?bt*3uxX zetduBOBZWp-)o8HSElOlKR@O+SST{_-^)qtx2T$_ZBCIYL6@NR`?K_f09k~q{#?uR z_e(!95A`6|#>(GK{;)JdDg6Eqn^)M0J8Mi7$^8v3D;mNcyB6-iw6sE*l;eLOEJ3Wo zLppG(qg2*8=e+Cbh>Dlw5iihC^WfovsfSQ*c)Hy3FriO=jkTVqtSQ zFD_No^$AJ0;Hbe|5pcmoH~IV~CIV^<6ifE|(C^i5bp)%;6&)6?zY@PcW@;IEBER28pjd+^I(9R1c*PiuEj3_j`%M`sQ`#SN{lF+-#6p`zn4|9xr5&PgW(Z?cto17 zWPhpsVAC#ZpY;Uk^vGVyK8vp+3|N?PXI$UFoP?w-E~Fg9T2Zj7q&(&-(^M7v+7H_1 z6$7oi=qw@iN?DP2LT`jVQ;lOLEmVWS2N-r;CL?wt%x%n)K;pPt^@HpIs6FZd!(`fOWPmOCFbDv7e;(Zc! zk%e>c|8egaVOO|3+WVmT=bg@>2)5n-*Xwd1Ld8EH+y1_rGqbRBAlhW_7=cpwU*_ea zEO_hx=ff$(+L20+(I=msVa^pn88q zKZ)D{WD__XZO?{{I+V0r;a>AL%k+fS0Fs413}l9kdMXRv&%fx7{sj#IS6c@4%1)CjVUi!p?FVxRqFvtCUm+@^QQTFW|RKjl*c4A541+r+_{( zcFfas)Vj+DK>7R4U$ymNM&Ogh4grj!oAF5E%;m(MGUv37R53$n8ex8jxg|ifSs%t` z+HD_rmaYQyyc4a*Grk;ibdyJp%e~s6y2j%0Px%Ef8IP z-v>b+7%t6bvF};F7a-Ga(0nTb_D|Y_^X6a=+yvhC)t-5z3Qw27Q7f39w$Wcz{A#c5 z38d#ALhg>t-^q9Q(jzGX6kvbvQ6DczKBdi|K4@`juBwTskxBrgdd(;`UgG!%keE?J z_jFfkLR3_TjChkIe8%Yb$ID-uOp&z41V8f+}{Mj*(g+G$p*%kf;zA_f2lLkHAy z6qOEDwqH66K}4QIcBIfVz)&p@l2s=d-A?t6rL02%d8mq9vWCA#2wK$V6mbYj%Nj6G zAN_niiq?G+PRKd7KWgl#NHSGua1+~-xOW+t*IEGI>0|M&hP{IIB!g#RFgf)r>Q(BW zL{z<9CI*xF+QZygr}z*+ClDkn0$H_9>UJ_(WWv2F=FJ{tEARx9LU4Z+pmY<5BWeCR`~*gL?1-TEGhEMcB*gm$j`29%xK`3YiG)*p zm;CS^#aTUY|G@{C7#H2%95z=JhWX>x7oAt}+;IwWRO);%!Fk_}dwyX_;=+T^`|jql zW3dc*1EWD^!?dDK!!+kxiX{v(LzVVOWH!)W2Z0asz%w|-zGXgCY%GDa2Jj#EQK@$j zCQ^4Mf$9EY!gebTrGW{g$CRSq{YXWmn3?jC`0>1d^|f)w107w{AphziJ<;ixc9!2P z;#8jcf;733=Z@@LY2aQvm~iK$Y{)X&PE?&B+F2TV3%;$tuRX}f{QW|Qy?6!F57V#F z40KN}WBzcxyKdnoeG+UUC485(Dnh6236&Vd0Q?$q5R=GUp;1a7H4&|MO0Z%=Eu~lO zVAw~HsEDm(T+46Tid`=0k=yNmy7&6R#f4n+VW5LWpu?Q=z`ZUXffk(Zo?hU`i5zL% zYQC6;gix?87#mr&Uq=E5oc2zlE8NV|l!Ci}E~_)fKf)_dMfnpbx=Z3@V9)=r^2vl^6;g$S7664})pf(ZS&^&KqicXYZ#BxB=eH9qFG5i?n_P{$ z=lE4%Asik#P4j71^adI8ZZ9@byFNwlqh5Wj^lG{~V4$i`$pI%8kAF?wjO&d-?a+vx z3T!OOP9=>4@#jBlFa)K#(J!q|4cy7kL5g0Y1>0qT@3D6+!%VN7eoYGeQPz{8MU<=i z?yLRt1l5&)D-Gw{CF|%8qRPJsC(yGE0ElU0@1^aU&j+7st1&AK%XBwcGyDy4AiZgetu|}I@~%>+!KNBs*6@e zb(6L}2a*B@VDKUk#nz9x$oe-2@O22w3$_)OKvGeo8MVn;{c9CGOrTsGck#EGr-<$PG$VmPEr)v3)a{n&LH^(pTnfcS{dsGrXD&k2?j})Z9a0N z*RG9}A-sLOv*)76n%*eg^HK4B&5tpG5Mo$7-5V6njq+9n^i=Lf;IFBoa9~buZ`S`y zorYTQ&uJLqQuZjR_*v>zRtge_+RZYv*{ymeO_ z5TPHu(e;E=!SyCuS+V%>*cb52y5`kgKmPph(^n?*t{*z^iiCdE(Zp5GM^2{x;nl6= zr@GY~OSQq>cnV$jx^nOwT?;6JofFQPwtU`Jobf3HDBSnC_p0p6&QxFG_Z)9^H%EKO z{UYKJolHC0qN3#3q?qE)Ixf)Edww!Y*Q$<82-?*;whl}V&l`UM{zx_nsag6f>3R*c z-EDam!26KziETx|#YvZ-tzm?%`CQg4=l%(1*a8y`i#`(#@X*;jyd1cmLrL~XCR;#K!v=RRlSvH&4$!{Y%*tK*gV)$$nrb6=k zXlAg>v(7X)68U>tz)m{;SFPI1KPu)1-1x^7sXA~int$swOrexQT!P0fh?i;ipCkm7 zEqa8Q#_L^?md5XwzURA?I@4O`4_DCJWc7*sRpkCl>rWB(vxFu8jFqFy)9wKpi%yU4 z{a>Tj{wv@yWoIvgnt|w5B92oW(>L>p5CqipUIr%Fn2S1~=f4JEs1=Vap#w-WYEHJA zn`xpzkk+?Z9vUJppIJK$7ug*sIa3{%!E^lHpLXOQkwZ1EI z7S3ZdLrrn2U=oOV3@4j?5|OVfh2Qw(aZ0*Xw^sD3hjER08kFgY4nOF*{{q@9{o*A$ z&t(Qp2aJ!TTJjFP7*JLo0$(%cI-ZC{o#x*wl37cvdxi3ef;q+EgrmeEn5x&`-)i{M z2uRJFfRW=qeJd3djwgL}2#_;XH{npECJx^!RdEvc2dWg}6yfh%ICeR4ZzyDmwiBtwJD${-m)LpYz)RD71>p_I}@L3(n^{riRk*dQt6=ZE`N0{{3%q_JczcR;QAh|6faR*9!^_-s+Q z8Qw+f9Dz~y)GuctCjn+}Wqu<&mPGtiHd=V`J6juDBajC??HhYM{YO9b2oEx6&ND28 zllb)*?3i{pBU^vB!r;5-$0Ap!xCwg|f9v$?So@c2be6jF`hTKgF|Q@bE#V1T+VDa>t$Xp*&gPFh zw0zF-PmC3o<^t;Y=Ls&EDE?j*hhvV$?P{b5bQg#tc2 z0^31Q!QTQNmYc>GKXuG|Qg;9NOqHk?!pv3AFd+;2;Hfc%A*CC6uCNH3wc}O;*1KSB zYm8~#uh>IPvK=<2KXI2&swQLfXUlR$Ah65<*u7Y3r2%_d4|7`(BGCb+1gUkG2}M5I zSANxAoZbRj?us?3muWY}JS$GnNFGebH94H8x$zhfTKda-Mb`?<6PtkleG6Fh=MFO; z{WjlcN0qHzfKo}s0EfHzbayi+?$I+qsdtk&85^7gxwZxXRhR@s_9>vXQ)g+6aTq_C zijeGZL@h zXa85JVK9sX?5BO`Z>8o_z+c6jq8(^oK12LnRKJin0*Oj}szY5j9E0Eruif4}^T#-R zSg8Z|a?XCmP?j=KY7^pYfgVp-_6Mj?1aV$c_u!r<2H@<1#{?geMR5_xKenQvyYh!2 z5~nQyxpEc?CJnm5X_@#GXp=UfW1Kmv9ju z+t1RgNfhXr+&?jdSQx!_dAYe|f~O){Z2srxEZndGC8}{P0e8*Ex=?UJGF?(5%DNul zAGs1SJKLM~bf;FlU;QW`(I)&qw7msXmV5UtY7j4igdmLwNJ)o)fPf&Vv`BYIDp?iF7e@YiGF;W5_vf4!A{VA$uOK1-hn!(X=PVX<&GRX=y6LTo?0#*KeF%BL2rLGim z71W=9oe2@CZY47ogj;wXyAoP>FNgb)F8Y4zyC!bFb%E)Fxo`B>!kHPT7vE~9H~x9L zz28xTBSiu8(O@q89+bHm4G0!B23_`C*|^K{prv%ehl@0}-(i{Vi8*u;kLuvgZBCk- zO>?rHy{&m{YwiT92Q5LT)aTfF=QCtu4VRT#dd&ZN32|pVADVUDztHyCi+dr>6^uG%Lf{+GNb~5=&5)!)kQrIz z1eVprN4Eg=Xf*M~wqIKjhGKm`eeEk{G~Ct$RF6BkklQ)`0=v7;dtl;{pB_SbF((Hv z0wkd~6k^CH2!5ghh!WS=8m=8<|HTlNrpfz4i<(q_VV~*JNvctjIbJB$hD?Y!`^Xx)>-a4W7S%cq6>jIp zB66_}8+3K7yB#tC2at4o&6psc9oYcKq1-ceVD%sB!Nhxx zy2E~iQCWewAFJ86m#bjv!^(ILF%9|mQkU}*%Z+F*xxfww!jmNcqce*_^iCk*yA|)# zuzOoaiewP$c~&oHW60s)$zFic_I<%Uhd+mn0@6P=$vc05OgYPH=bH##B zB*aO0jLwAnSS{Giy|%6`lu^?#zWCK}OrpW|YgUHGO|s+Ja0OP$${cK8uhfpe8;Gvw zVpbirGg}MplDlKz5C0jk5`KtR;fHkM*6#~Q3<^;;G}GDS#ctcftqc{TuIVdzVOC}W!X zQ*YyG#XN40EdfL-umd$0$#CxkNK`G< zfpTD@Ve1a>ijzyQM9${`ZT49^c8cKexy@d_p z;qMivoMrlRGsT_vG1Ol^9fDE(+N$x+J;~p>KhD8u z)I;Ih@Q2+LOQlCFC{o!?s&KsifLodFM~5x|P&N_@d~`LiQapqThFp zrym`3g;QTxjQ`XxaQy_VfB&k*E>6**MM zs+l|Ts#YyJ(5Kj6roBY$EC2bAE$Eqv#OIrC*6-({zA?HW7$&k2d-4UbN#II@8W(%v z<4EupP3hequOgaUvVXk2nf4+{fP(*2Q*4qLeP$kf*ko< z!P*KqJv46?ZG4o}mJwmry1tQ0ebk0*ZueKhjK(&G^i|-@ID}M0RgCtMdJKv$*6k$# zm8%b$8#AeFmuy5z=f`ij9i|ca{_bJbj z5(_mPf_=nnQHtmi-=mQ)?wYy+&!39rSTY4VY0;dYZWz;76~U^4kxwAUGCQ}7yo!Df z-dN6wzJlGcAMW!u-U0wK@|$*3B0N9^QkT<0SIymj?f{jbUj6$8apZDxBCNL#q-E!J zE0WUxxrV~UtR{L-lc<)9LNAf7xV1X=^;Z*5?UEL$%AGxxqftDHguw7kxITV;FGyh? zN_k5}9fDF42~=9Xg!u2uH^-Y9t6tdbHi(fV^DEh$%kmMqO0OcKA-JhE7cP@k1f7z( zLfnfW!|4xGoJ{7zHx)GtkCV}&Sau_%Xl_hCJNq3Ed%>4P*G&3~aDhn~!sEnpr)fsq zHP+A3kL#^TP!;J1-H1~4;6(>~G?x6|&2*CSh0M~TUAQ1x+uROT%B{euW19lBs>d)@ ze&??Z2Ou?yFDD2tpS*+vz@QgHf!ZL+@nMR%1I7U)~}s4ljB)NQCmcCNCCTD4l?(D0MaB0$@@N`eh=Iy zuN_FdOz+VBJtYELpscKcg8~jnr?}-;lE%kZ^n6&x|7muMR%ie95D7KbP`pA=#>9`1 zN?$!rj=Ii$yoDdpgy`qs$T8(BCS{?T!94&OpH3qz?7H6Jvz5^mkM|X?e*~wb70mw* zvLYYbO%=bxcT*R8aTEBjhot$eyUA7>bWXsWXJ90N#RHoMhKf1 zjBO}N%%K~v`D8aelH=C>flYCNGW!9{Y~#%e#PRN*lc)p-+C;9_Iku(Adhafm?J$qS zRB0k6V6w(rAauHH>rEC5Gp z5OtbwY@N@{D75d7WGZdA**N0q~F z8p1P5GO3$n4)K9`*iI9up}layL|9*mgk!3|hNA`!5%7z!EQhZMqig`(Q?6scm2@rXcM^V}QxN=6BgAWKf)MHzYJk%{d7>rPHTw zuc05$Zu^^h16&b~uDQWd>8pPlp=%6?XOU%m+?n6UJ^X=}8P2QM$_~uMze@|PVjY}v zLmbv=e;u51fnvE)-C1&XHQpY)kig}t>-nc~Kex=8uB+Jc+=+7i$nK|-l#&Yj^Njm* zZ=d`H-eBRIadu3Dm}1iJJjFLZJnF}`g@X{% ztbVMF9L+&=qWv3Tt&zxy)L$5hkybFfwJvh}jR0<$B2B$~t!RN?>q?yb9UFiytRUm&352w`3cUSG zmc%QKh`n{4=OXi9TF01$+n$d_JIPz97IDtw_Vt*qm^9r(95TSD?`fpX`f~f2LI*as z_KXS!zxV9Ld>$}*;Id}LyyTQ5G1X|weMxJLCuH&-#%DL67ej@R^BJMV*(lVhn5mBo zGZfzFu2kdx`Ao!&XnQY@^}>XngcuL)d53C^L#Ue3Pz8d|mIAj<&N8}nG>Iu{11F1S z>0@Wyw{vN7ulcNi5#|2ujnJW56*kEThBLPUg}LAmIq;vv7p)!mv^M)EtR|E9vgQcN@bq4YSn_5g+3n~HR&WJz4OnP$ zdEOQ0w|~FU#Xs>SEjy&`0f>31YS+XY(FDwNVIAQCo36{D81% ztW&_5jzX*VNM?amqo}F!W$^|#gmO43f7<@I4BCK||AYRW@61*nYtiZyWJzhxez+2K z>4u8{@wZF7W-mgpAK**?DX=0=!YQqbA907cN~(`VEoS{!QW65K)xcn|3KR5WJ-4k$ zBdXStYMUDu(AW*dz6w%_vCDt zSz7wCozuNk^OMpPg<#$II{kf_$`H=~SA$b!N5mLpkmUET={uhWs$xgv$ zuP@Af_LB1~L96&k#bniVAj{QPH2*D)bV8(&MLAsv0FJ;A>T8t@x+>%f>yd3@$dHs{va15W@XGpM5xyRY38}_tFT*3F8*8EpvIY9 zLbJ$aWrqvBGO7Hll~6hCqggb_{4^uE>ih3`@C-%jIZCK~rVcQJ_uzx&r{mal?Q;d9 z@~FtC{;vm%{!mof^^hAptTTd)H$a6!Zfr6EdFe-I4tZvhWBmLR|yDnm4?p#dYm z`!eGE-!Dv>Aag6G8N@zcTHtz1`Q6kZ2&prIf3&^2PVun7lK}G0L$xjl{#P5dOA|3+!Ct2C|eYM3uFYajUDkLO=6 z!Q!@9`}E0fE)ep0D%t5FMj%&lK(2R4Q_6*8+1o3ce&WBom4IiAz0-^p4`G@^Fo<6m zAk1_2$oX(_VhCKSc|Z8-wI7fhJB>*> zSvF$9f>=&hA|%=v=w+Vdfzy%|;FyjzE?ahxz!`V|KYrZE`wPSmjb8yegK~F1^RVJMzRNz zhYvjfi-JkpDfB%U7L9rw|D<;8zsne_M5dop&~WZsh6`Zy*#6w*;F03{`kG}F1yo?* zGu#pTzj+4Pm`Mm!ozZogLcdR2IM{b1MEoOlI~%-U5*8NeE5?kt5fh4j)G(7gp*qJI zXl>&k(~_p_LafmsI{oiB$VNpZ^}FGFhEjedR)0HcxrgN`dj8-=SN=x^AoOBtnX0nI zh6CT;01%@m-x)>s?!r+o&*X%j-CJmMTWCJl>`8aeXz3BvlP}4WY%beKZ&&yj2{>Lk z*@&)VMZh}ugLPl@A7Pbws_^rw3giUons0oM|1}O)H#``+ zvF%MEmh%jN1YG}7pk^(DuQn34f_HEB|7MJX1O(_JPY-7;J7`bO5v7Ga4E|l!jifw_I-0rVFe_tXleI9oAd{@fIfu-4rFXBW6E$AX@v1!-j$mT& z@DV7ugh*)kJpI-Xp^sL9zGtIF1)Nsz>1CoS5J1Q3KSL&W5QD}9+=89`&QLOkcUzR2 z4P2?$Iluh?gs_0i-zS#KNQ#R|`U;^lG&w&MJ1==0+RD^9-TdB)v_`7eh^1RB_E+t& zcK~?Ms!-e(h{l(b8^E6Wf>3jk|2-uJi0Q(Z_`%ls437lqoH=}E{ArIMz`S@>%Y-Qv zg*ZR*-9twYea^@~W`Do%X~g3k%eL#RR;;uzVmy3}=9O~iGv`>AI#n!Ih?i76lcxJ& z%2#;XhX{3xZ%R<$x!=CdS3o&PHg}W{C`i z*G*b@hm;xWKxlfxq)Xx6+trz4I{g-$NKCF%TnWOSALyUaW*!EpD+in>?`8hMaggQG z(nS2Js{7co8*8yy+w*KMvIym4f-jsWWTZFUC36uzWizj{YU#8$1$ z@KTsGI!axkq&6>4i%y5%iz)EplqzJHN?GsUdVPDt4{Qfnx*^TEIo2U`>nb%UF^Vk= zeIx%I-eQlicm*9joD>X3bz@NXzn;1JmuqE!nERO!d5umzBHuqaDqy0#o|qe_1 zUMfe*OfM>5&-#n)H#>ty-dVJ8Bvkb;M`YM=Z4z2D;~>KfUFB&s%WD_>cRoE-bJ6Q6 zn*f5^u+45msajxzj_m|FO%T~G8F-C4X^dA%S9&QQaT!r+_C! z%+5s<5q_WDYg9oWzjevLVXOm|13Jo!KP|;Z&dff1X(mWh?|Bxp66njXR33-xQ!oDX z#I(IkSiAwh2%@+*W&y(gGDHXeVThdnVTiQ%5x!ETp*f$$QIw6Nf~Se%ycOoUc}O{V z^~cGnIj}LXXL8*wXu<9TLdodkR2I55&;KxDx|ja{j+kEm!-%Pk>0-@g1;<$S6ZRg@ zl4^t#FZ@Plh4nvBLak%et<2aSzj_1!#KvG|wmN5|CkY4eDa-|J8vq_2A-^qdzW{HaK049`5}dg8`+BV-o-{s=!aWPghhzhD8p( z8xd*)YsZeXIx0fcq6JRth7>Xau&?uzzw3gaOcZOO)of06C$N^6R7%}U?5v?4=7CQz z-)X;(YyrZ5WBW7tuS{@JSuD^=CcCjee9E(e)!)cq6}%gUE5usXsN6RD*zHdvj9~Nfz5gqeP|^2L6G=>^Ut1c#;6YwK z*qgz*NUoKxS!!V%CCU2iZV_V6n-XcyzN|iOqhb5)hJR7Vm1vOXidYl#!%urU<9<}H487%)SbOzlx)1BVNx z#sq2sD1Vf|&B@?lRYjo@dzRfI0UXcq&{J$*M6TnEA8(g`cHeEJZlABmq|R|$l+k;) zCs86aSpwWs`%eH>@*0o0A>=S#9Z)hQgP1{qj{fh#^SWll!iV*XzRs4{@Qyp>@Agoa zurJoYArgI}Yjj^h^kR=98Io;X3Shcg|GIy{=THEBOhh zu$%dt=C+8<{517Dr*QmYw|_J9D`MeT?E$G=5w-c|5jqkvrGk{Z7GJC3>1ei`l!Lm< zrJDRiYhqvZ`3VqMnVY9aL7x2862L(H8)FfsgRwCF6+Hn1-@#fK2ZpK{Dlh4g=`#0x z_0acomO?kf;_Ld>Nb5BNsR zQuk%DoQNY|l2DF95al;raB-aXW!>?nKK$VJjpvOmR63m-H{A8T+*jYvk0NXby%oI> zXZV4{4PAg0DSdiUSykVwQ5^ZcWe z?mJZz@1bzZ3eG@h8gLh5y9{P31#=)%Ah%p+UGrj%j!PQP3CI_j&o=$a>#X0YJ8|<@ zBi;3{Hc66*cmKAGdwmw4AHpbiir*Xo37)MNDeMaESfuMD2EOPQ;9Eb_AHq%}U7e9F zE;;WVSyd!&se)s3>eXan6RVt>9*YpWc4)p_ui_2Ya399w8gXtJyZ{=Ng;QG4xQIz zdF>XP?dJghWUz*Kepm4II>P38S#IlQ%CE_1cK>8mmKvna?|XIH30%HxkSrMInzI)n zPxu(=gE7{^6-3@Q9%OkK#@uU_a42WhMv>$%lBi~RoW;OldQipm!?=c;U9_xiT%|Qk3NgX?UAt5b@m! z|LCjQncUZzS$5PD6wC+K?&<{>ES0|hrFbhLV?fKV*^b+MRPu=PavhSeja(>s8m>QI zPp}qu0P^GA{d#E>R-G(uJ#I64A<5^g6w$6uHU>`uht3)JZSjrg&{*x`e<9`6pl)#! z3S%7o@z^pHIvEbk@qyfu|ml`nLE&c zn1xPTiQ8EK8cE62PJQnW0e&w9keO$=M65-w$=%#HD?vQ{R&Fh`v%f_)uH$lTjVi3<45lFU|?qSGw84YjHV97pb zti9tn8)eB`gwn6DNdSwk!5+|lwkKZfv=Nx-y;W z^}Aj#q~FMCys)N&(B0h=lzpYiz3^IqD<##Ngl{r>eM2wq2X@X_O2NpO=DJs4+#Y^` zI+1*1hJ@*pHvQ**c%H9@MW_ZLcJ(Pg=&y%E0y)f3G}y@j@;MiM{4N-(CeU}XBGGLU z*w44|9#Lru3hFz}NVxY(CEe>%Vv^rzO?pOl2s#JCdfdYpHc`OhE=Z<2rOp-fn)7Ys`_|b5=sILf(s7en6_d#yr?U?hk!Tyl;m`t zI2b2krJF{jF%slz8O>mc;)|^wR!)SW!x;k_<#{7x zpGoN&F*C+DENXe*Ux=7z=%)+w+l72uRv&AgrDz~OosJVt8piB=J3N3>E&?QvOWj}Iv=p?VILN`pEMq=kHdZJ=gEMZ|!DhJ9S9Z=Mn0`=_cMAz{ia>Xx zAV&N3@ra^T%BtU@JIkdm9`g(zKkWK9QvWB|{lf{mb0+oCc{}yIKf(V*b3BQ#SECNY zK+&2%>%%R7Tm$YmH=aJZ|B?HwpYqzLY>P8aQGtwyH)9$;C_E3PV&m}cU+7Csr~e*PvvqB1*N+>-ua#vozhCc@Sb|wK4nAPVkhBiU3VgaNv@w25F+D zP+KTV9A?CMeAl_>+f7%fWl*F@;q0n2JUQ=qp4?NOU!t{F>PYnA7fyn_n7QPa+2ZzV z_$D_SRzL_AO2*F+#JZT2P@}fR|4oz0{-Iw>BLTsSICKI|QuUbRjD8SyFk-#4?cWne zIdNGK^<1+Y5)i>p5Ts%sInB#lS^H`p=bc5KK|1a#>aMhzNlbHbg${Zv@_uI6+I2<0 zF+AUbZ<%|!hQmX1S90uun3QF+zL!*#r>~&@#HHh+ynGtA0SWwt-7}FE6Wy z_k4TE6WIg9nz!e8h4CWK9+CHa(e@|Si+-k@E92Z*;%=eS&*Ex+!?MKMmxJ$YpEd1n zAu+iU%ge*8-N=>bs~C%G@E13VL{e`IOtg;25G0Xng6>B%Rf0C z>0JA#k|YiBB`^E#%C%NN`x5AkBE(*%;JW|ra=o|{-y&0=^FE#Y+xy~e`lrOPHRiM@@pQEqhX$Nr{*-&1yh^Y2U@)A=RlcY;E?sQ=vBK!&Rz{F~; zxoi~AQs}oEdXCq+Q*2ahPOBA|ytw^Up2~>lqH=_zT>e5J2GIbW7nTe}&>P_qOq&_4 ziHm%>?0LC)_LTTR+x|?1Y5Q4AEdmPyrJsa-iq{K*$Yr@A2N=z(EHQXGzn0Jqso$qw zi0+NL;E^--DvUPgBgqk`vl#w;O9B(ev=qCHBR{56Id2w*ha;#M<7k3jN1o&~k8csD z5?KA63J&}}_yvkZV+9G)^_&UQZ)J^*rSiVa^C<1`;P5jZgQ?&?bfY?**Uj9%xF&ni z+Hxjw7Yt1CirXilxLH|E=`g7>L?i7Ab7ly}g*jK@*fe;Jv&ZcEE#q$x2eW@ehIq(Ro)j~z)}MHeP8jpA~o;Vj?^tfx_x zs>W;H&{dYoNfmcGLpapW{eo68J4?sb;Db>DZJa!YTmkA6mJ{wL=aBpWh3N;m99}G6 z-tDm+SP__@g3N-16|kM|oaEk@Ug{z3=GU7-jP3KOx`31gvm{8J6~ETZ zUomp~QbX|J3&(w023mCtWg8aDa!K`Yk|A_%&kVhmO&Pu9n0o8XQRk@K)tIJbIi>p=k5(2SpGiDQP z+>bQz6%u{hYhIe_et72`o-yeP2+76tXieOe2G&8Vj)HVbGai-pDxDu6yhS}FM2=B> z^O|>KHod8k_nUSr6HCIg>n|edD+lqb?Y}5$C1)ma0RK>6l2k zPuO6n8OQ&9W~6e2|JB9jc8=|w$ZA3o%^TPDE;e_WP+hxk#E!IEZzBlSQ&iN>EAmkt zC3s<{o69C7+*@roU5E?BUQdH3{4Q(8F;R0XIN>uTYq#L%@2`9xx@67uvUdiK@IXg6&{CZuVbD04EyGY4|}47tqFg>9aIb{zer@ z&)hiU`M`hx5Boc6D=6{lEvb;Z@V)=}C-9qR3&9;eiO1}um@#%aIQ~R>ppgm5u%h|( zBY%He<+U>(<0PNx+r=>ZC)g1ui{>S3nGVMA{PW2F`8G33c%+vz5(2t2ATfPOxPCq6 zQ`=t;by_0Hk>&*}>s1`5tV!+sFMCG&c{+c;0(fP_XXLPh1k78}La6l*pN;rMC#swd z*82My8=|gQ+w|SJzOadG$R9hvkl~0(Y>(=Wem~uR-jDYv-j!ABrT~Ih2jG9Hr>&N& zQ&l#fVh~Sp=I^)2UM$JnV144`Xu`N_`g7g!7B0b8>c1Zm$1^cZY`~Iuy%^quZXI6k z|9aI6Iw)Rx*5l>6|_ZP+z| z|K-J#o%vXmjGzRFd7cJeDdIX`gG1aA`d>fk6zU3g5XPJT`kL5}+eum1f@-KQbtM1& z7ZiMOrC5ELvwqM2*OR^+_zWxPp40dL^;@kshu;($NKB4ujc*X|ygAu>Q&fCFQnxEv z?wgviHf(X~Wbw`M$2rkqUOr{*BGNC`|GrB}I;bnu3HN=IpA#}x@>frtN7M%@y7`;( z7V(8P@fSb-M7DHq!2WOK?m}R+%egnXP2XV0>{Zdn*1d!uuB{26;I*qNwtfC7P590B z#J?BK!Xm0fMV%6u<7H4J%lI}A3K&gAap3}eyTx*bMQ90Tj*7zHDeuvI)49LTokW^efMpV4T2pA`x$aukf64!I6}hB zUc;F&il|>2tv8YBe&2HpNhWXf--Nx6A7F`q_8I)}5GJb%iA-=?vD70Jh8=IEUz!7t zgL03@P5~f$emV*+5>p6zKoZ1*#&Fo&;0D$b_OBn6#iHHjq;U)2M506w!0_d=`0VTP zO@=Ac{msSI=ZuLqfYl@%9L|gW0L#UB0n-iGAh7`%Y_!jLH_z7S+D&?7h_3wM_T%ZR z9uUe_o$TkIyb^dm<5+i)uqIIncrn3Lz^=G!Lo3j_^ALY!QVxhRKiF9~0^wJc@4l6d z7;fPe(lYF*yCicr-}>_Yz1PIl zXnO}SNPOtgF8jPO?udHtjVpL(^aN>2tol+U0hdaA40m7t9RCTyCHzW|M=q|NdJH0> zD!4UI92gVqUm=JWIwsnk&OlUT(_WT>n>1ROdOX*uj)pNn{u-z)rx7U3MH%&ORAO@f z1E$DiEr5hUlU0CocDSJlZ*V%UY7;OJ7?OTB^0|AdTHOef2A>c^?YS!=sNMndncgvw zPIyto@y;zWTh%bOF?$w_cu_%qJ0+F0i&aHu<$a`dO5E4Q5625jl{(aja>sa%Bct1hmkHs_rM|D3-*`!>fsp zQ3aVX<+RFOao4gFGeEhhU1A-R-1mZc{TR`yB7rglm561^&J>=9`uL|UFSD`U4@W;m zPl^$T8w$vWtpd4%Hj{iv)q-@4x&W^>K6$<{&4S_fEi;MNrOm`z0c(B?7pAsh4>Y2} z9>1}Qy6v?B`0e@=p?D= zqv!NaTypUUG}Sm!1P#o}L{^{PsUSSWDlC;gLDc4`gX-IRSx*RPUOhh*H=wGBBAJ$F z`{!*4JRN?a{l{(5{g4eD)DZS-nX->-qKzzu#H(F)s~Vq{={wvv?ORIi};RnBFVYgz60Rc@+ISZ|f)9FC~u z8|^6yZ?)h0`1{yefJ#Bnn&K%gRv%Fb>(XtN;=G>7^+?tEwN+%Biyvk=e`26@U!xmZ zE^~G`@EcMw*aMc_7ANh)f=0`$#MM7<;q}QA2=UiM5wU^>?VoM*{=c0|}V3&j*#ty>ExrAopA^)Du zo~zHqiVE5UdHL*fV7BE`^WpV*NGt&A{ig2$_#ZKFGxPOc2k3v?^9#Y(Y;}!?=;qWE zo1Ct%P#5Sk^Qd7<{f2R)G;8grY_*_R#|9s)qHh*B~A`H{S#0; z+rRa_z70yl+M6r2LqPc|Aa5lpS6-es>gt z=aFWj)DJ=n(!RUa!dCgM-8~ql*{WP4pALl=-j9>R>jhUH+8$@T({_iu>#MLo{ps_v z+9$=A#B$lUc2zTeaPM4J6 zzQ2gR)2(QoO=oWAYXnZc(sW-N zTyja^xSxA__#mF)gXVqSJP?)Ta5S3{(_vd9bpa_4yg{e1F)X{J8pxb-BrKas0+=r( z-;^uvT6-oH;_$+Gnkk;ATY%1^D(!^8r588lyw|&p23(Dc547498H(OjKk%~O9hN2Y zlrei`XgXUXAw}!4F&FJt%CmH>YHYZz;jOoKOV(`_-Z>4CmGXbPgOy@Z`zl zUGg8!Jx?DTG2MPJhc&TAncJk1Mah+R$#LUH>Ar`^50&X2|0$2-)b-gP^Nkyqj@z$u z=Vsg!vCf?qrM6CuXDO^4L8)?~c~nO- z+&p7fE}Pc!9__(tr1&$D!{S(RDt#t!oyT^%X#{*F&JC=&NBH_9)YqCb>v)7IJbj{L ztbyT}w2k3*8*7h)uW5;jdepE@9k(N)`xO#q1qWl5wOu3Nd#6un|am21w*Oa3UE zP85~6-+!>%D$2g-%ptikVX3yXSY8e7ktq$94IQG}(i8j85~*%XT}x_6HIz)~aX(}~bfJDx(_@`j-vb5wo;lrU z)xZ3g%m$Sui=@Cpja1`3lQ@2lNp~41e-e+tn>TbrPI9f?ESXKXge7`1{UJ@zxT|U? zcaLt$LbqzH$dxH?*s_YVBmL!(PMSh@?Zmr@!pgUg(u-%GtIlQVtY4vSUm;t%&~QT^ zSty4geMpA-2L)_~J13e+t)J7xdyspK0mt&Z(m(mv zTh!(i#_|z4U)iqXU8AsGvhGe(wlF5!yQwQoU9;AJjrhemR8%)*cO%5l4mgZhzQQHs z)eTRCny_E9y6tV$BtUwCDZ1-lQDjX^rfTxT3CK3P z5J?CGM6N!jlpDfn9+74pmugJLYH?j=ykrGRy~0ci7Ysf`$o3R8n^!33S2ms-v`ih) z2pjc$h^yQKPUy~9)BBrr^W^*yTqkx_oGdeRLyXbBa?Y2sWwMTB2&kQSmnZ5x%2)XV zce}?eExJ6|?K(AE@%WZNMvbNFed76lELM%2`^b|gnF;(N&-EG{eCg4 z?-JS%nChp*-B@~(NPl6%jXv(sT^~<$98+*eqr!9_Uv*2^zcl}_=L?SyOS=m!1x#ZM zSeA`aOzcYW+s(GQjD{QsM4q+v9eJuzfj>0va@pC$kTiufF`0An876nU=ra~Ke4<9y zt=J8*F^N03m~zD{)SyeQTN>XkEB~aI!Fv7kMd^B0zHj)ZnH-a3@OEV?u*+}^eg;c% z4`T=B!8-U0_m=%j3}c(cO+im56Yt1j1u@3kcp0VRp(@(%8=6R-=6UKH^NCAf>Kxt@ zxcTTzYLz{VJs8XonM2xn0@AD|oKX31%&FGxB^Y#(>qPh^Ag ziaa^XiN?;0Pa!Utz9myX zV32SeFS()_gtYFV4vM3#YTV9mgdFqCZUgx`ZlKsxpm;*|&o!{da)hv`NMNgy{F*1m znbUkyg_|)NzU_R(p_}4!8P!P_4U-$$CQ=zCE zwJw9OnGa2g7D}k3L%Gw?NIr+7S6I1T@GE0$KX7<@BprG=>;$Hn9#a~>u7nY)87A&i z4Qw-*#wgtzzOTA^V+4_188Y==d~VCe2(`!<-{k8LUQqvMK9I1v)zOwig0CUlh0AGj z)$A)L<~q3ElZUZpap;?{X?WcxM^z_d(VTZ>3?GLR;%fc|wE@A;esC+JAEE11pz#VL z(hb0SdSd@5#d`we8kvWjr*F!hS;)!mE~8hRW%0o#41$~?X;-UMUn!Q* z_hGm~rSflwdPoy3h*>O*5a&iznOSZ=h{0nsCw1}Fyay#2+$RG#12DAtoqOeJeCX?< z6kIcBQt(f{ZK5Yv%23*ON-mlcyp7Py4Cd`lseH>Yr${aCmhncP@U+im*@O&__U%Xd zX++tCINuA8g9QTHQT3%c)@%)(`3J9_KqTw2^8RhkR*xHTr8ys8edHoMT|%i@8~3J{ zrz9gn$XlnF$daXSTkI*`RuziKSiN`qA#bE6zv3#+;a?PB>j=qsD2(< zie;AA*T^Be;rYr}GC^a>N~}h;i}w=CWkIeXjGL%{T_>rIOc;mW4^NWxi@ZG(t*f&9 zk!LQUo2sF@clfQ77rICS4S8|*t=ChG^d1#=A3SN!Qz$9_ewZUIxv0YY6{v!CyxMo? zid23oZYG|SwXel@APu+YQKt8htWd5m&J3w%@nYB1#dra$5i*#5&jNa}Lu2kE0XiCb z-kdS?xv$OQ25%T>jGg~4zV7f@>Tm{+>18BqH$LaXEsWFX#TOYCAk=*&2r1m~`uiZ$h?s;!0`m;1Tx0)yK1A4F0F1XH6OsM~`T_7X0?EIYuTNM{sRNI18+kS~2SxUG3b zp||XwfPQ51Lv_6I`%J?)a&(@9oBqu5i=cQZJ{&Z4>FT!H(#f+N%6W-rq49kW=fj-| zvqy3C4$0{zc6A*}DLCu>fcZ{cROr;3bpxx+D2>Z!w1UZ-1&P(R$t+oWWfhbA_z*{v z;nwpf@@!w<&1HB$X$;;wmDA(h9*TZ1r<9#WpVNl>wS3yUy^huiro@q!0Mjfz>$|tN zeK}lj@=BT+(~KLOQYOT*w8#n@c6e$=$CX-uAq_-dC55!Yg`-xr+Cw5sPCxsEr16v6 z1yMQ+j-DFjQQJFQgE8P2s=sW0oIPq@LuFELBM?fUF zbod?3rvq(f{t|sN!wm}Mz(n&SACfu=ZH5at4RO}fvvm_$S{4`P#<=@8iF)20IjH0q z1wO-1q)8;(j8&hz`%}?JV~I!3yYj;q$=Aj;56W;P=01=%@bGyUl8HI_C~*xGecsPf z+wHH^;tP#5NLUFsT4ZJ)&fa!V`5Ap)Yg?-$ziSiAbST{9z#jY&TG&K!}W zackxoZx2rVuuq;R?M!~{{<|3aKIy_dOVF@K;6@KC2luLqxg7<^kP#*5Cf*sK?x7PK zcs}5n>?Tp+W$$*yJms`F%ZGhTLHTi``{yDNK;qs2d6Sg$$9ejLH#Y-@iC;@|Vskqc zUVnyhX<(_jpxZ*B*nFKLUOdL2QtXC&o8|#rr`ATJyw$;#f)^7~# z5ZHV%2#7`3%|_V98pF6``4@Gh?8B9Bz0k0ahB;FPK{wJeeCJ5EnNWmT4TGY@crqwf z{kdQOu!wCY97}Wz)@ULD`z>D1g45t^EOXHKkUYDpa5JDd^Y9L42%j5@idR!{1l_5* zeE~M-uiul($_%#udG;GkXJ-r+nf_L-RKPd+YaOGhV-_c`^5GaGTGomTqwQp(8)Cg$ zc!e<^efIhYK|7~{WRE(XJQZT!bc^fR8cy=v`-Ur&9ZtKTF;%dR)(vV;mVU}{P7U3% zJ#a$;%hUI{OLo;r&|0wZDV#+*0$KHO#G@eqzqR5F2TiA;Q%fQS7|Q`P-yUPSC}y=YWNU}--qfOrfDlc#fMPZOFtAoH z{4Nf|by+d}d>M*6RegfVw%pIIDT%(WCltX7D+pkIRTj_4UCrHDuL=&nUm&aQ z)w4K4^H_2%vzE$68Kd8k<9KpDQbOY?9teiw=4Bfg_d=LZ+H2WE*|fq&)%UF)qNOT4 zXuQ%u<67)T5D0xt@K(w@TO-*v?4UwBv8uKv&ud{Nk20mHFEp_7e#5uc(8EVsS%z+P z7hw*I+bSDs%F!b<3W}omuZrXJcUR4u?z}u)#}2a8Wy12?xhTBL8j)w+_UQWB5H?|? z^Lp{KEnMxnNfizOl~B5fx}t-%Mc+3rf-25;>nnq!4}ZR^o^4z_F=^*hbx(Nd*mYJ- z^yPx0)Uat*ozWh4b8KLSC`14{{d_GO5Q~p1!IfX)77$0oG*ucu@9>48AfVE*-8q`h&23L3D{QByXEu8_Ua>^$C3|_e%m;o zAi(U|buDH%c*OgZC7TA{t=C=b-fih7b1x(t-OI^AL#!2&*=&m1JcTB(ic$R36iX-} zK^Kqdj8PxLb9i3z1|a1|dS>vwe=$~s_YOA%PA-9(8ej(T>L`PIt|*;Lq-Zy72P5O@;#jhOkDnN z(6uzQDP=o<{3i4|^w`S5h1^;wPg0|Ge{5 zIq%auHrWF*&6%u}^VW9kOvV9>Uc!Yu1QWCI5@rwn1=2R3puNJIQ`NV*GXcYhm8cE7 zUadAR{?#sd*Yxky~DW-K#H@_KRz+|8swOQcRwOwoaa5H=9XE{|h;?NZ8w0^lh zc@d>kxm-rI$eh=uZEM|jb78l0&c`j3#S8!0PhRi_UOyBcj}X|Z11Q`f4Butq59Oh7 z`?7|5)4*wOhT5y25=itXg@}7F%}mzpJ|r#U_1gow9=6Ler{fWm8~c}+5=QUn)Lo3gPtl4u4w@K6Xf&0pi8K8p0m+gVW}76`zzX4UaQ=^^l?V?L)sOnT zM1N;uE^z4Oz8ALe##^-RrZ6GF!*es+9sl6%z1`V&|MdcZ>vG{d>dNcnb;ckuPf;1| zFKe&yjifXSG_!%Zqf^n-phJo|CXTH0nz0bPu*q(H79tjS z%6mfZm&6n8<>Ej_kdZwW>0ZMpf@%W)bJF{Q{udsHdFm#3FZ1LbN4VLZPwVb4?lG+E zE5jw_6cbtUd%h!4JsC}Ul7Ql$lp0spLo8>bzQH@@!|p>;aJ!ezqk=%9ie$#u6t$r5 z7pA|K;mVYKb?(`RunwuAfNAYxAoBv!{g*+}I%SAYVmHW$8y5y<;`4$ zO{3f_q6w{Dqj1!zP<~rWLz!aRtn(RgcAd}F?H#ck8%=1aM{MjTnFGD=RI=Z8#*or{ zQ1V!RgQNS0Nm96-)a&q~M>*|a{Px2xyx`@U{L$@N`C5?m#&pF=p{r}c_-sl@xv$$sFx{l-Adw({F z+eq%OzU;$%T!*Lxn3MA|E8duyo@$2bdD%j7+O=K;{;ju(INKI8lWJutS@J25P{`bAnqWWSavIHB~O>hg=i&H*%;2#4jf z`-ve>1nNw{H(akT$BCOE*2ax^?;)G24Rs)aD%Hu9CFeC`og)e@BC6hP_GI7o=J@=^ zQ^UBWM5hx$vn^=$TrSUynQ7{G?c-`zkEmJ@_@f^>86SR3PM=Ab`7(pZ zD4cW_bPqXllFuw2b(#&mHZ1m%dOA++7d=uwb@iaD->F*I)UAC-^85p8Kk(tl73A-t zj&UGt^KZ|`YRLi9&n-IYg>j>Ij^=`fhdd0}8|&vRR`1G+?&$6SE9z&P%r&V_B15Gu zy|yczu#eaMKFiy=8q%yDU;&s8wk16yyCdO57rudKy<=nJmXUXCkl^84c(kjN$M~eS z&iK$BV5pKB0a4X3_UR&PQ}v)JkYMnCq^C{tx6m5%;S6r3{OS)o$Jo1;m8^BY5_Q#C zm;w4$MRrT%6j5|haput;5T}XQe}X)zGXmh#_>T(awNp{eeuPj%r?DAbcI z2WUZ6?~vX_$GbTK^a=qDYWyCMNodobCyeAa?-~x~iZ-9O91z5_>>?X*IDsOgFNOHi z&=1sUsuI7x+wso>5tJf`-VQs_yqTJbIgn@_RvCT>ix3RqS`Xb(*6=YL@w|Hg$!wB; z>y36aj6j6q2yam%s3za4e$++1Txj+>RxxI|(3CQ`BdIbCfu)R$g7rR!oG;5V)HX9&P6t5vrn-*YB_*%RaOo)NL2W`X4ZpL^j@TIaG`v#8~istH@ ze%wWn6NJrSgJHn?4Xek~Yp0}W4oGRTO!BXk3=!-N84H2|5xYZauM42H&;?B+`a-_S z=I`!)^}%0V2arP#Kd->j0gJp)!2%^O^?Gh&*Wgi*hL$ruRz^eP=<_yN8tuDMgUL*5<=V<+ zTaANe=UBy-+_~b9dxgXI%F+t|b?F3VhD%O_xztR!0(u~=HuslupgXz`(gx%VU4hfE zIb@;*>rHOdN)z-=uz<6YF^%p~^Klj1`Ph6Q_Wa$%MUwvwDQKzli5?oYfIpW|-ZwLK zh0pQ7om>ZBFPu@{JpXI#j5nd)&`*&GL$sxEvv zK?u&^X3a~2pzPwoptT*5xS~~W>AEqkECwg+_h`t;61e(;<=Dh(ogjubRC?t`%;~mY zMBGr2Idn~=&)6bGti?Etn;U~Gi$}%+Xl1LvXEba0e;rfv8?&!53t6akn@SuW zHLST(PF6aY5?>@uG!qJHr=&-=&q87miX_7^g+>KBzBkg>{BT|bQZBAWhK+!u>SAdWT1SNuXl?fYm?(3=x^ zxCrNCr+bIUFaWYrqkmr2 zjO*&g^IL8KQ{@V0Q)(?+>Aza-Q-oKddx&a5N&GYi_mR=Sa-;`9+^)=G$C5NEcC}Cz zYRr9LH>j3%`VP{@>vNw$P)Zp5)FnzZF{#Kk@#+e8Rv&q@Dsgj60^UvJlp0T%vx)b1 z!5OuujZ{D3eqF-PEF((6{ z<#OkxdB426*qW)x@{B{qgz+#XpmWJUI<@W*ul%^9CS-$@1LaIH#R%3*W&;#Kxz0Y% zWnVN49|^h?6HtiMDFUWSR@U$88Px1>!0{J&>)nIAogbNHCwiGJCkAdt6q$k9h_SL6 zsYJqNKW95Xb00)FUV>mNE!5?UV455}*87bDq00EA*h+idBEljS_F3lN&$p?JJi=-d zgnjeMS)&2Oay&+*(EHn?>LY(O{*Y1ZR^zyFB{_6X?+u9VO8_-UM$LuUBnYcfkHaDm zN%zGsI&ho*Ai#?SmbDKf2qpoAfVC4>TK&cs=lKSubo=Lpv+}dt4s7a9)cx4+j2<@eu-3~N9tGJ{_8^al_(!?Wp^*QR4&|*CML(QOU zg&R=K#DW(NY%^e{Ool`y;H}G%EcFyd5p{wEpne7SJ%4WFVAqJi10~$#sGREPDU6l9 zT}FbXkSyyR60e>Se%p5@XWPFKP9X-4MrBw^x4NKX^O3xu(~@M^20?OAsdZ1*2}p8t zq-}xf8wE7^B!Z=5+&MfYJWafnG0~uixBq;|DsyN9BwF%gXJV$Bvo%hFZHMeEcbq-J zzU+H7-Aqk$-poaR+hVerM)c6mZ>i$a&4ZuQbP9nE^b!ENSlW3oTU$%LV&`Rt$<6CB zL$Q4xBGE#q%&8WpZ?Kr+_(xgX#L*aO_H?d%LB5vRQI;*_esFf<9j8i^b2? zkTjg-lV)fZ(aRUc+3%c;g-U)@cH!KYzeJREqfs4*JYDz(!ZCJNYzgQqr$JU3M4a82 z!v;5zo@1K}QEX0jJeR} zHiS8GAJ=({_jBPHQE2+I6&N7{rUEk!(9?Ki@;anHZ=t)G+}v8Hod!2vZ(yDn|NL;{ zd$by51<{O-Hm*6Sc-rt};V3A;NUL>pQp(Ht*m-$9@Ba>s65&68#AjXSzXtML_xk}m zIHTR>p&RzH2XR@t_{7B-3+E;0%6m{<`5J^Ie*khDn{&-W>d&E?i$f-T(PWH%@nfwe zkAatbMXt+2yl+lT{IG2=#CL3V`(#wdYb1%?(nOchm4d}k$mzY&jdL=~Br znMM-l63RQCp6j8z*$DsUHt7@h=)9iwXFK~BN2``ZVrh#Y`>U8M|GgRXTSU~S&aaoc z{Wn1h$fAKO@wzMuf{9fRd19>0K*sh!Q6)Vt%>$8&iFoXY=%fRLwQ3yBwpV&x^*eB@ zyNX`wna4+TUj&pu2sRf&4WaRYK8J^&g&=0f6W)!VfG8*z#FUjHYml{7XNahDqt)N3 z$rUv%6bIXMk4mIukD+)tf0(7LmnvXw)96=Et3O8k{fo;=eg+Z{8vTO%RtxewXal4d zl7}%%{iJd#eJLMkGJ${W#*LS!(EYfpNp{>ErL#!`COOSO3k?$KyD`nQqF{GB0TT!Q zE0K*q>9s$PPE#3KYJ-~a-q0Z;R^8G#Y_bm|ldPt>$mU&0WM;%s2Fjt8XkPJUkfc&C zyQEQC8Y8J|`G8|9qi+v8n*?A?Xoh@NO|9(d4AOTT5NA%>%hUqz0CaQ|(k>PECJhO48-LYz1?5SR zqumTRj#i00<{lnVMDx^qK*2Py*cn3pwdq#XTG*u%{T z?E8>nFY_Y)jTt~K`*;(sii;TWqOt5l+l^vO+vQ35gRLec!)5i=TX*piufO!>RP=h9 z=?Tuty35ji&Bkj6)|L>#eHz6pHxJtGoTE;@(!w=$N~SObeh`hO)BK$=pxU774O?I> zyL96zOr8vk2`XI|V#zdTw{(dPKY1<=$*|Y%9DJHYY5TxTo>FTEcC6wFlWTL=Km&Ix zJptrE46=xn+JJA(UMCN+(#?xyAn)I6^>45-;M$k-{5xu4A-6pr4Q}uJT^P=9YU4bK zH85-uLof9zWFr(g?ODCS_*o>@qz=RZcX#%~F#7q2C4n~c(urCQI zg9t4p6|jJ04Loe1cWmnb${F3Owfg zldNlCK>*F09L1h|7W7B#pf8;_Vi9*a$OS~ddVg7mf0lx^3_aZa=Uq+AXXq&KK48)&bPP8{Acd;VY*)e4U2>$$ANE#UH{! zY6SN3TX>CxiPrduNDaN1|3&k4U)!hN)Hl|}QHSege!ahQwh$IBZ?W5r3$!-S^YVh~ zYBcP{%~r86NaTo=U-%Z4Z~U&jMxXyFC0@f2K`oGZMYLZA$?jwj&2sTFy& z^~`Vj8u@n+bL-kk>k=8ehpO_fQ{M0L&<4AvJ+rTF9PX;=Ip{d#OdQuf9cTJVhzp>d zeVEd@%2-&5907KO&R`fW$ad1s^ z)?E`E-XCFc2tChkdk@HNUGdY1k)6@qCPjYWSyw^5Ep}E*>$a++i=Sq4i)9;j;LBji z<42L6gT#oaz)W?M5uF|)C*axD2t3skg-|pyoaWvzF26`G55TbUK=^fbLEVHWQU@;Q z{uH%@)~kO{cr90bWRC*5kwqA*T;Yt{a{tW&!PXINM9pxNXCTjDc(y&H6VX8PBA38p2KB z?eBgbV%GtZ_`O~~Lb2>q+L`f(Ibc+G8xTZ=2+R#>&to=ilf(PLu^V);qT>i(c=OIR zn=$O+wG=A?zonT8=Fjw#G-hTC-`+aVYo~d8$R`8P1kRNn2Hwo;M4h~$2BlF5@>dx3 zm*sOrwQ5STLNqBo!?t~E$w6(`KV~Zj(zaQw_NVq$AzI0C-}oZA@-nH{ynhr=Zi7`q zAxOPXi#e3U*jxJlA4#wh67h4;tImgdJe$MBrJsI35S`K~CCXV#*kw)8OJbeGmrYh| zxm0V`fuM5&ud(E*UMHyLHrZJLP9~C4W$r;@wG>e!&*hMn$M-VB@n?$P7m&VafIH$% z*K#ww1xMlUs?czC8mTO4^>p`h{33+2#tWC@tD@^y>OQSxCJ1!FmcXfHd~0+)_T9Ca zFVHOx$U~40>QG*lvFqsgdc6^Rh(rS!4;+``d|Iy}YENy%_1c`v`sbT;Aso2XbkS@! zz-KK1;epQwEH3| zDyr2RjYb2;B-}2xTAhk6lXM zavRT4=`sY)gm_o=li_R22)k4?PcSyHOSOjMn=G4#WSw5;T>c62nRc$ly2!^BH6Lrk zzOhJb=lpmT;)Hw!n2w)8aa`ZA#5!vz$r146u^EwYSo#pIx3FQkC1H$%;hoX9*kp%J zYUz&js8z1=GkIRcwv;Os+EbI=>9TmgZ40VjDU(^%*qn`5&s*5=`HI0dOdB;3s>w~a zcsf;j2euR_tdbE^_tfi~KY>~FVI)#$auKsuq2lju>0n(h-TiKoon+6X@j?uRtZ=Bx zQ>pNRvUhDdtrT2^IYv^7mRR|0UmD)hj7}lmLR%l7lx^;Gx!?pwE2qIYXcVYhpy6eK z)dBh{TqRXLAdKiP|4L4kJpgFs^2?9fiKeX1u2cfh4p{E_(6)czf4> z(9u=;;%Ol=tvXZ4ar-YC@zk-fPG?D1k}QY;WK75U5N@~i<}YLcS_7~(Qo&K3VJos0 zU;ZH!ER)?%4<=CoGUwyWTS#Qe>#c;b=VpbG%a7Z0uY&$&6y(-fb=}3snp5PVE9$zV z0F#2r&aX*j1QXj_8;Tzh#Qf?vxj9be(3S7TQ&Iz074c2gT4n3RDswK4N}*QAu~!Lz z!fc6Z`S)1^6E#bpP_qF;WDx5aN=}9knER?_uJWISl88^>{T!RNAz>MbHnKPq*7e}N z46WqY#e`q54!qXzZWse6C(eEQ5!F2!J9!{@lre4lf1$<{fzAQ(hgb^oGf&;kK#6@DoEukxCem^iu!U0{mOfwLTBftMlRx? z#=RE(g_?tHN0sIjVT=azo_k~O55Q9F7L}Tk0eD_KQZlHi1;7QxL(QNAD(Pm*hvYvm zIP#^blyB{hGE4|?M^5a2oGdt_W&5Nt{gU4kZyEu3(>J)5=M(fge%`l@r2N|@pO&ba zG}btBr&&DmSslgmUs6NCO(h`}qGOpUYZe&D7766?p^|!ZarU7v6OR6H2#Tk|u*n#t zscRVd!jzhjOosHa!d+p5Oxr>406k~uqS^u^dCuI$|CoQbIz?gs+B)=XIE zACF6d-Py`Vc?W-~e>tcR1=s(8&s*m_+ECuLRXx>YQ~qf3N_x(9$F~I6OAV zq&~VJ>Fr9%01Fo#p#~+dZ&(ILj=o-GE*}b#nJn_Y?RG;fV?`u-h+*=nr74Jle z&la_%Y@a;{NcLzCcTx2%v{ipuYcWf-OJ8G&$AW%kl1cG;uPV1^hMrnySCf*rEXy$Y z^qz^~2)s8ybXuS2E0%0q#8Tg^7sO6CFX2ZrDfYmxQ;W5?+z@z-j7p<{ZYQZ1vvSAp;9V-`Snv8&?-1Q;!IYKJ!eOa$T}m79cb7 z?2U2;L7w{(!Sv~PTlwZSGQvjgc)TL#3IdZe{-Yht1nV@tAOt}mj^{M$YThIzqMfLp z6}C@cX>8D{f+)-dMc2s=j_Ei4xld7WgpyEl3S-F>(l(s*J$2Z z7#(2XPJ-+!h;P{Y8LZ1nm#qHo{Af+2frYs1g%;1lXrf&wi#5h=xsiCBM!nXFKAwo9 z;AR9!Fg{VC7_=cdgeX`S9p%InjhRZzc;;*6u09WA!@dPMg~U*~%{T5rsRlp04CzQ2 zGlmc{S|`2XJz+lgANLux6VTCOh_iB>K3+EsK(pSZ+>!z-ROyjLKu46m{942lG&4Lk za;zI~`@6dbh@esj$UjObJ>s&n%EnkOu_aumcx7tvzLYy}F!iWrAx7>8oN@LJjPR}+ znh?AmYeXH~mp{>JXFnde7kNc4-Z&ym3rCV}eD3~4Ox7mYgfOAzrl>RuLZ!s1?U$0# zo)H*8f4{UyHaj*E&q@zo58)+v7zqy_Vuuu@q%b=k_mtc0@Y}Lhb*0n?CTXCzsb?_R zrC0Gt>&rWhMPS+TY?Wk_c4CQtBM%OUxhterYHg)%$rDEeJ2|krB{D1gt*kLWRVlX& z-{CN`9XKUgQcbNa*P9{kJuct2s;HHKhxgZ(%UDV0+XZ6>z@PUy&30l*_L&tAlCjF*r*So!LCvHn18_U^kjXAXue=&0>^-oq9Fqz9z31M7 z8p_Wh@p1QX5VwAp!gN>UB8{k6IRA(0OKd8kr@ckT+O9(9<{PkgKvd%DL{A9V31#_HclI~OiR zcoEcaSP2cvmF4G(YCq=G^{cWjTgzx1tuOAcV0tOATbxSj@FGdtjkX{voG9ALm@ZM3 z^A1t1WQwo|0uVv?`$YltCYAAf$QZL+MKUa3GDlP480KSEJ}2XUX>FNx*0E;m9s}s?8J2OX_IdN@ zb(J2rI-VB$=CbRdM+JNNYkWwjMHK3|jgs zN+kCnK`5Eigu~d@&{tbA+)Fg=Py{ z^4>VM?a5t9QT(NQ6`;_=WrK*4nRs#xc9hP$en>DxVv*nT_}X&^vB6)o)8m{`4EEn% zJ-yFyAuXcd*_`JTg}m?#XiRj?%k24M*F6_(imhE`h=9~P!I!zraBpxgxr_3^m{tgv zT@50-6p9{i-+2A{@)knmdGkdpoCw}WHOE?x-(meFj>bivY?hrbIOmw|MxC-9iw4p* zKZz$wz9fc>P5ofy4m+ut5GscRh0og#X{12bZ=A6Re0tLgX(GYeP z@zEn%VB8-T;tUDP?#=;qp_AaPiJ5Er4xw;(`7 ze_beV-jk^W86R#K}QI7qw7hA3#| zmp*X1!qiOeIx5xq^u>+2PtuVKIDfmhxRf3AF0_N5^c;!;Br}igA6Eo={t(=YNC%h` zE`oS_xpYs1xf^qTS7?r8Ig}^gN8cpeomJPbn+%Q`BoTyth9nhx?QFwN%EQ!+IRfQi zw%egzSEN`q-QqEZL@IOpq}9kLbOk#bKth1q)8R!1qw4X;n*`^Nz1{0T_98UCP@PBg zc2K0f;;XPRG8lO?&;}e>MtoxcHXj3tVqIGn zCqV$2Q^;SDSkji2*2V&^qAT$5%{1$l3`ef4+#&n4>D#Nc(4t#=gX7$5WV$|aitu4I zgnx@AS`+C`-3;+;cA~SC7vg+B*=(YZk>^90m?e(69w_u%HfK1JXl3S=rEYiR#z6X8 z`cjiVJ$Pgi`}J$pT-ZtHSMTzjWAMBoY_MZ?qr5>#W8%4XH9~NZtol81Bl+VrD!YUO*;Nb?j@`n6{lC&!(m8hMTeIhXNn^Jk5&kONZ0H83Vuek^ zs42o)mCL@C`hxEiF7_-wOg^km7dp!we!H+(b8QvIXh=q{Y7HtwTp}k9(`oqhZHQV9 zS;kD$PJ`^klvLF!bWVy68iLgL%Hn!UW`yH!FYsOkCi?5$<|TeU85TKn6pOx!4x&Qr zH#UpSi)LdBJHiU$C8Z%DS zcI51$2bvyzu~eL-ntW}*b`n?lb5JpFS8WsPzG>Id(h<>|& zlrcb0sL|=#A;1@)nkJJ@nbcq0sH6QOdZlcAE^GDvf5bJu4Ba)gRizddjyF}u39-0R z^%~|5QZGZ{Rqs5%t$nh z0Slj?<6T{-QkpRy=M|3L@j#Otq=O|fZlKX0t^2^wZI_ zXw?FEfpP9#RT3#h28=4-K^W>+_uTM1+<)cxYz?%VHhB41+^r|o5H{w{H>OV09z#|b z#+P(HxkGbReFDQ4?>ZYzfCQ)B9VUj35hJ##MDj8^n|AcwQGN724wLDM5J)t3y0vbp zJ`I_G_DP9eXC03}jd)`$A;z-4Kb@o(Z?pZe*)uXPnQS?W!rkv{>;678+SxR6%Hh2w zByWz65v&VPXBBQ5`!l)rYht84xXDaLs#AW|mo;$wqp9uHPCV%pPj@tL76qioVNNk< zPJ}A?!XS%VoJ;IcE*UHohhj%RY%BSZqBktEpsz3;I(9c(epl2CYL5r~)*f^?Olm~W z7g_p9R$Uah%_tm#F>rR}X&jF|7F5`GIZGM<{xN~SH356~5fO(G6FxUEB>tnONajKK z*x7hSYsS#9u~G3+kf{il>1t_~L;;R<_o#=a)2nkWih5?HE!YWIwj9)=6{?l6=aI%b}xDbN=^3fm8~}zs0Edb`MDA zA{Fmc&oLLLqZ4!ox zX!d8+6Y0lRUfh2@rnbHza3w$YO3BXu`6T^CT(JBzh8m#!ocl+({mb>gNo(3^KEf`t z+Kdl1?Sg|8sg{I(EB?FMhu#<{_8aC!-g%4euUQ$_~=B_h3ZWSk$Q1v8Q=Je96rRxX|x(DduandZbmS8#*{og z&EgX%4HA5dDB4cEIF*BCX1`q|%u7819xwyZ`E9Syo+Et&x1tW!{R|zducJlthFvBn z0hx%+H`05$zi8&e?PYTv%L2=hQyN;4@$+5NM5i2&*)bsHee(tGEPzw9o;aP2y*laf z-~VI&&E(i=jpAPf7W%S_;TGV&BJDK$TdE@neH^XjwFCc1ly(Q#U)RKJ!Eh*DVnzeV zZ$UtQEB<`lciT{y_(y)DiB@yj36Y5U><-*uGuNh1)nZ+buzf*pc+WRM5u zaMdc34UWY$odRHJaTuGEiq$^{m5Jp*&T-Lqp^TaoIyrLP@E1LBf_lS0rTkcmui^Mx zjbm7K+W<3NoJ_g%R9F$EXs;+>ey8Pkp+)zR;_U9fgf)=iux?5^8bOptA3mv> z{EXYpPA!}2l9iYHrnV@0<0E8*#hH&Zrt6q{(ItNrH0FJHsIg6<(seQ62apJBzQaXp zUB05!V~kFt*TC?^aMS6W_@&B_d8GZl@K0b$4ad|TR#bgtSfbf`tqd4|3F0Zs50M(; zL6!J@$7i6KIEDO4h4|nO6{G|?alAcmLkK)wm`Mpj{?A)@cy3wsTDWu1`zx4 zI3A!-)!dz?3qeK@0X<4apijY4vP+G9zppo%Z1aiek*pWha#ZM`+4!GUlmz_r{Oz>k>(L{V+)tQ0kB>KqIp(+G9WsA142s8h(S4i$n8} zHbIxB`5+*@iIjd2G-MQHg163A*(w;PvvTm-s;Q(Q(%9SQHs_|2eh6ezHaFTk z!N#Sgm{$W>XxI%0M+1$B1J5B(d&?X z^-jK>+Tof{=GyA8y@2*oRwQ8bEj`*hFsVQmusEuCSd?QuwcwmE>pvI+j>P_8!S8RN zJprBGvW`uOE|PZWx|5%;&3@zv<9$3?6Va9zwa}ECm-$PYOQmctKbW9oB5P42SGn&r zAO2LH0T1Aq)K;(od%BTl5PrelS-^&MMq)HdJZ^l=a~}hR6PhN+5M2oG1L0P7a7~U7WIp-0` zhU*6eiXg5yjd3M_SOuZFX+%F&P*EnQq+t2KSnxssA|Roe)55VA2dZ0%qiLTneWm7` zDGanA^$c)O`nT>@txcOQZcAh)?`!bcy$mZT;iHKNgFP+SePTvGfT%z(7~w6e(dgVz zrAvqVcK8_<)t^cQFn6h(Xu5(oaI0lcj4#48h`{uG-Xj?URfu`aUt=>8wmWG(DR;a* z!=c18$&Z!<9ZPNnfJyV9FhO{1eS|=Q9d8Oj!8et*$b!HK6hdP0)5KGes;gYl2WJM8 ziwQr6k1kI0-(y@r30SF>8`XbSWr-Q;>?!lY9)FGH`WqHSBqhOZrCFD3qd7yEeEGex2$_^S7=5|ER#PeT)%n5hKaHmrQ|xl$ zBNf(<-bN}kF_$Kw#PJUv}t$^-}lXCG?em%=)HNH)r&aA{HNCGB{u z8fPa3MNR2nohrW(cAaOQoCqnClyS!Al6l$`Yg<^Vg;Ve;0v|pq$J-MSD4*03jKGHn z#QcR1Z~DLZa25nUygAq@Rv-%l`#Mhy7K%keYv){7{t>gI^b%hxy6)Mx*Y|~%KhB?} zRo~OV3!wP%qqxV zRPiK=KU8taM<}Xxgpuz?pY{HMinIR>6|cbm4=T>(R`})*RGjy3sCWyl&v*%dif79r zpyHbiV4H?7MTUl+MW-<9#F#niLJ1) zNQ|4cFdAaqwW`fd8DI_uK%11-C_pjM;)FfA$IDA9c-IP{qP^4`;yEwQ`eV_6_#B42 z8AN5B+Kh$WBbRr z9bV=nYY)9i1%D@ChH#<2f(J@bs*0Yec@*_Ijk(t7@nxq_c7$0{gDpJ_;#@1?Nke5H zCmCnHf)q$%7q69RJ6rl%u2>GR0W|-x0l0d!pZFIzRFe#HIZpKI&nQVKWQEixTv#}y z`8+UFZQaW2M-56be8=^fl^{{XK}5FX2Za&0*@Ry^+vlhNKMGb1-}BB8%w7C#D6Tt# z6+5i}2)-KD^WTc`_EIo-Ut2(*3zQ}JXWd?Ptf^Q7l2=h=|J^d&bWUychd6h&@45>o z%7;I>FBRIeYQL8K>Ul7BUo2A&w|ShUr1_XY8Y$YdLCuty^46=JCX7_B(lRNCA0iZ6-X%Tkb3xZR*+@jgrzR^X(9LEJd6Gxic)K7JBb1aSsxdm2M%-+zaUc(@Hed zff#nSBy4!aQRSckZ91 z2_-CroEa|3%=bK3C9x9R&DMccqvVIiK9lhbQr2jhZj@ezbFDr?>3`UUcP9|j?=kwD ztFFGcz#jVuS1&!7`Q74;?ANSgf59exxkCVS;HsRHL3@ zvzAI!`C?&>SttwivHg?luiNG+Wk%n5I>qDI_xf;2Z8I)bB2(4rd;q5@p~!u0Vr4H) zrbN(nE`6HK8!1@3o{*DxR6_EED0lCOI>*D%OQHhXMsBX^I%Gwy1D~DE>Y0i|3e51a zoLBKXv0zF}BFu*nQk5tc^g9 zGxFi)*s)l3CkJ6JYiso#h}P|ph*SVLsl5Se`m^CURn9u{*$@MbbX`9S{k}}w3wM)8 zw$l82rXx?R*&ZWK9Y;k`$oYB(2a1X4+MNZlP@2Ya<_&)Aoz7-ZMIydXO%f=jzX}fm z^<8oXFqF6wzra^kSfB7FVHV^0Ys$klfR;AE*1X5JO>&FBNfdLD-NlCLxP(XlZ$m-nv*NU zOIzA%N5l)6AJqnph*JFs=gpEAx$QfAq0n@BdVKpmkkQr&@<_q6vg4sz@_m*CY6SG$8`a{Krw=5xbhh76n;d6G|e?Sq<)m z1=H5_bvrcgkEOZew zB7c}FVWHOfE4U)~pu6*AFw2C=x&5QZcioc(;TJavw>U=y$BzKwF-_vOOvVVV_ToKh zD{BQnh9q7)`(UoGdN^Pv-DKN>aI=7$z19&{;uxY0@MQDrW8s_1qco3#Hl z%HlLQv9@KPLY@MI-$}0+85F_a7bj1rulGJT=eaWy_iFk$NzdF^{le~WW_I4_QOAtfSKrWq^L+>~nJ0O$G2F=)QMB9Y;TD7%hX&HrMz z#gy$M3YMr3pO?boQE|pILFW4;UKr6jCd3&Yc_(1ixykPJ;O6`d8A=OAU{aYuK5s`z zk~@m$T01>e(a~zZ9EKJ)YVC|b6R^@K2vZpiF)v$TnzURTAmTa;oG8)X@v`$aQWkHhLFKeu(UQ`*XS-n6fx?_V7bw>u)*xMD?Pdmh=0 zQXds|T>4&U(&H3k5&1LKHhwTiLZey_sq{2&pTJ(Y-~Pbf>2s)QR3z)%Gv>h0NpBbE zaIrE0C~FqSC@OVcgxq+Rws$>2Z2!C$SX1-WPBb7iXR>3rFhpz1Trf!# zquvn-LAh(JzQsw6rnz$r7JG_#1sL^0Pqg(8?|Qs8fAUmG>BY6i_; zDQnnSRfi*v;ydYrgpAHhv`$AWJu7Vw8Z2C!xQ(FK#IjHq=it8Op~lcIYmUhV$Hk`6 zCPWRGPI%Td@ES^UY5RAvbu<15qw>@5JR&={hWM@F3x+q|8_;aEXIArZ=^B{(^lDvw z6G5wxG)$sAD*UJO&HOi8d>BHhL}P()R%_`u5pD@kQS~re#wvGK&R-Ss zRZkrJ(~LFddx8RF{^kI0Z#w^k= z>_RsCtUPxPQPEfP%Bu4sx&XCTyFV;dIPD&vi^08~#|y*{zTg|`qlq{X17^x=a6(J} zhSunslxB=@B{3l8t=uAnH@~7#pq9~w{O?VkN5q<1;lvf3y$K1}Q`_WD&6!8C%Tl8& zp!vdNrCBllTV*iu%2t9kIHEOF{G(#y6JL2>x-1)3njQR3mGG@|uJykb^`Bvcv40lz$Cn|q z?1r{XckDU~Y9%@or=Hb@`3>b=*jw|UaU*B9=0x|6@Ow`9o6&Rq`7+Re)%*g{*VSlI ze}jNH^At7JBuEi47Sy9Bg2 zb=oEy2PC|Y{8g09Q^>Z8Va42pTTV)+zJC#n5{r(v`#4Ymsj>IITs-jX6Ok2xXLp(MB47=5w`=igZ$^U+ z2+Br4g(X88)nI{o=@WH-EjYvhC*N!I?Tde%vHMwOuv+sFBko!nMrr>MPOi58DOJmMFTyuw)fdq=b0Z{8jFMrI|eY2VQ z6)ick_QoA{C#1gr$%|Rv#HLzf7`-5Tw(PFs1G`S<@^9kGtC7zv+=$p&f3uV7mr@zz z4spHhYeI`Dtr7ThVQEKeNz%TFFd$Da6d%UHc_>8l8LU)TmB)GO$z{MLmhUNGxEY4n#T#nHKeF~AcJZNuNp}7S z;MbUOpLqtSlfAsU@2z$~r^tl?kKaHpH3;q#F_ryPC_cfr_0guUmUCLUT2zi%8>f~e zvugSQdn*TWiDB|_itX>orhEYR^CkqT3cEagyGHqPOShRU2(=v{sFxuatNbwH$}q)7 z@d-2p=Hmi3skbK^-#@pCX*M3kD)n?6M8VoP2Jc7t@C*OF42(IQiJRMG>0Yb|zBn2l zdM(B9-EsbpP(3nr#1hadQtyu_nz4`UK#Uta^ zYq;iId~@$4N-XPO_e}J4R?AQ0uGeKP=N|quhjQ1AsqQ~!4H__?4QT{fVq%gcQMST< z>wg|R(QrzsQzW`;v3X3;yE%5IwVe&XT47f_PC;ut4u2F=PaW$GOI@Kix;E z&qUH3P+7T-&$!9`DWtg>IAsc(FFb1+{D8B})Si|QYr1?;&-3viN|&L$9?pEXaV2dw zTP_n%|5kqd6Bk#nyh9o@H{}NA8D|b$=Leik;$F*Dgl0zG-6XpH`CXnPI26KPmC0C{ zoVC!M-5$&&DPm%Lq?5=Addb$5TGe|r{B4}0~pD`m{x=UdJ9@>s6DCZERkL=H{ypvwA* z-s`BD%AYF}nBUEj3!dH=$2t=Nimpn;DkU9fLZ0l?y* zHb28`w8gk0Nef*QPsk6?pK%XvEo_LJNAZssWh(0*hD+?X7LaR{R(W5=DrTNcwq+fz z3{cf!+u=Jq5QQ9q;5_%LOr?r?lVAvUuP7#$;vp7J()440s6s*6Drk4MRLHg&pfy=* z&foGgD}^ed67pI}orDpDCX@aGaTAI0N9QKT+o&BlM_hhy!%*;rzS5>{=F0wme7yx! zRbBTzY=ETFq0$`}E)CKOh%_j|1uiWhDM+W%9nwf6AP6F%aOv(w1f;vUl$6xB@AE#d z^8SBgd_#wWp?EoGpR?CqYp%KG+%q~dbb3T}>GC$~m^(fg;cC0w#f-;6HR+(mO}kQ5 zjg)t$jbSiebLr&TNhc$oYB^~Me(l#3%0CYjSW5Xk2za{JBQyOB9cS6!bKVs)Q5bW) zpeT|B{5xVd4rna!Vg1?NR9`HVE>yM=&uP{rKb^l{Zatwbn6BcxapnbcQ#)wKm0kD4 zV&Hl~hXp~-=n=Icfyk$= zWAcSBzpAuFKc!A0dR@#$mxP^7*|7@^yPKeTh$z4Bq$>`8Il)3L<`c{!%A7|8RoiL} zG<#)UHc9XBoX0gR?b=?iC!QrzkeGSMU=n)7w?%7CzQ%hvsN>@4>}gszzuu^`cz3_U zGl;l3Y|ns00x%vvPYrEIiS(`1g&QfsMMnvUb=FzzYs@Cgm-#H@IahU(OAwoAtJe(OC`nppXY)EW|y@{^wFnlAPz8 z-Y-_4HO-rrMr`NiR&zbe8kde1rkl>T7B9jLqt7iUqgxk?Q5y4l%Gnb4Rmnv`7v|N) z7B-ENo0x2?G`*wMp~!147E4xEd^)ls$ZGk7JsQApbC2!du-4@9_*+;CB@OQA*u7&g0F1Sbg^4gepNmC9xOtwKo{y`S zoZgx(OU8#2^ns<6r9}G5jnS&cmIf7wh`v%x;%S}SKG>QV9cuYTLB+ij=52QK@I+)e z(HJ5Mn;o0vpL;`AUsKo@*`gcRjz8ZpMeL(_d!(^>ih?kX37>7-D z`M3qUeWU+#g8Cjr;wPO78!Pc(;xAanZDHJaP>1tqCeG5=an~#Cvwg`(An#9XgE^!h z)1-;j^e=@qkCXhpKiCZ!j;`=-2&qPE?Ffh~>!>EOJ!{~lAzYGM`OcCBuq%njI=jr` z(*1k+#5pY7+kfsRkIgvC5cs%{d@tQ&Q|Ef9euv4kM* zw1gYXx-!P&tjS4TptYF7?* zM?}uJZ+%NR!8CLV6_00T}e=3Ecwv zw+8)p;sm7By8xR9?>Y1dEVj)avUti5kXCk;bcR`I=Y{gv^ ziTnxtHEY!cnv0shaPvl&Am=vgbgP|6S3tqBvDev+#hhZGF#z1GhID~hPtH(}c!M8) z>^QKr9})u`4|9c8puqP1W5AOAQdivC&Solt$94+Hfvi_KtQjpxs%7Je?nvsCwzoff z>2@Jpj)Hc^Es|W}r+*?29lmUa6TT1&(l4)g#_O~<_8Z{kjG^2zP@*Xfp3}vyfo+#&UCB&HpGcVR%(_ns)4CP-|=E9wZ1U`Nhi%muJVVv5gxG_|uGE7m$ z#ERmshO`!Kw~Y+lfm_&zkT`MW6bC7L$~ErY7hn`BBA8PzYcDt_E|_1@qBA~^$95X{ z1*R^y`catbn>pQ=%}GdoJod^o>)EX~|2EdIhNJ6=nEx)eWG~~}nF{ri){ot>yKn0h zgwl^!2~AV7w!L~+?!D;)et%{oGM6Iu_Y)Ej8$1gg(<{PE^IZGYg$$ffn7rC*7mpaE zG>qBAhrsx;Sx=&xhK!o%pLHqV_U2I|)if3_cs{rq(#E6UEUr6$HOk6>n9lj=YUI49 zn34B$fIl%gg!8{ICe00g9}v;+sr9mD|M#-rVlvRvm~h_})MdO;f|l6ut(&ttJ0Uhi zOv{@;;u=x!4%|PGDH!$L>W(*lXlp@6HWZ4wXfF_aJI|&HG@&|p+?w!{fCSl;lU!ZW zmDXLh(Bra&4rS=6vn$|q)y&V*iz@B}M^v`~aH~CD4_oA;XoN|EnC3nIv~>2m5Nzg| zq&FsUHl`_F5+XJppJnA}4UetcH->@m=tiILMqwUH_a*`wITNqd!cB1Um8XLH;|fXa z-GrI`x&aZZ4)LNHuu82224aa8M-@OYA=iih{umi{DnZpe}H>=OCJRot& zV|}N=RW{aF3HW6S6#cDbAa3VViMjdd#qjmP%{8Q5iWehyF-Lyja_DHS(AqY?T%+_l zo{OK>(6KhDzZt3|e4Z`(VVwnbpN}69ffblxFT_b|R-ZL0u%}X);F9L6pnMDSfg|IC zZ$NJ(0h8VGmU!JGB*yq5Xu=laYQpVgl9r$$N&Uvd6J`^}lHe3VhfnnR4=psCL{^Jm@#!^1$XBoP}jxOSW+L}Fi4li0e{ zIm4XBIMKkXp|=!fK?GDy+0|r+wRQ$g?JhtGFOP2dUHe!HPb^j#nCI=wvlroF7kE{9 zuNQi(7i#N}`aV`e`XtYHLgKA8n?p)}BT0;TF)7%D1-*gnq=3kH^u2FCU3apfl(WK)U*T zcI8G0l+5ZVoL;s=4*QJupD+~|#o!pntEBkrIk!_fkBO17P@hPrA3bomU1lKR*gXS? z?XMy*gv0^EU$ffD+Wz`);E&Y~Y}C%vn|Pslv3=ay9hoV=>h7ehp}YBusDO6rbW z;M|SKz!n8)?ILi=tNCT;a9`3{VNfG4uc{W4VuuH!W|^aeI17DMe_oYq(I0cVb0w`gs&W=mVnot>Dt_ z!sL;IPN@gQZrNpJ;M3l}e!D_CW>T7~$ORgx?VH+TI|i-Bz0Xv{mUbey{EuB#&9F@x z-W-C_VJS}^!IuLKDC~M|BWs-{{a5s`K5@U0shy+W>$h}4WYkr7a}fiKsjM}5rPT}{ z#?eL@^XZF1tEn;Zj00ZpFD2+#HN0K`@826c?Lor!u#OMoHbom*h}j=OHW#3Q1mW2> zG>H^Fd2^k`7dX|`>l&=tdq3|xDg&%)A7?5!lrOA@#A?XiOUK7 zO}|I#jK_ZO9qKNRR#P?+55v7I72!1W`d&=qaC|)`mUr2y)~Ug4)OZhy8rNIMxKGb| zQ$+*;T^Qb>62qi4sVuU!=u@N;S^;>H@yx^$dUUpxzzMRKT@g?VziTw)DkYCgk@`CV z|IQ-7onOA`4n(cmj=+kQd2r*W3xnBb=S{&=slYq@GBIuxJTHQ9s(c|mmr|^E`Cdlt zE}M{Q%2ooS7ls3}=dyM^^Xsc1AaE%R%v@eLyUS&YLg9!3NLWiSwH<5_sY=ev_(_T3 zGyQx-6}3l|VNc!Vh5LQ_z$Tamc%Xb)<2I9ym59YIci2yRU8!WT{T^PW{JFH%!4HAD zkM!`*#+^6E2FH2i@s6GkafNanS2(Oab?3~?8}xdu3#VE6^^IM^rDHzpf!pN0jeekaP*Jov(cV5aC11Vmh}%={?|U+jiG%EPkdjidNvT z@La_JYuU4*(t~Dy+FQ^h1{^etvNRrkUS6Y2!Z@v_C`A--2G@Gl?&Y`u{nPQAA%U29 z5>@UcPcj>J{DV}?hzmi}I4RnP5x3yR3N1yu2v&TZR+(wiMq};ac(>_?y@TKkkG&fm zM>x}*At$m__;sIn8H+p?!zJp5OVkbCb;srjvFZ~i03DLithYp6bkka^0`1Wqsh2zEj(V~TMPTe}Sqnp@@oSb&9icg)8 zM6u@MXCOG5waZ@bCx%Ww`)c_m<9NX;CSY)yg?U8Y@6eBjh;ee}I03J1O?w(VC9dkr z;(0r2(q;&xch94osq(Ue-tm!`+9A+QXmxwUqx-=~tmXAZ4{v|sqfY)`j|ZoV+jv6psQEa{V9?53#WbO0;)?g4_kdDc0^fS=nzcFWi8J zX_>nHJUymt_vuv#Oi%*+(&%tXI8$)%gZD#NEV%r=ts^R^xhO zZwDOSyzms{ff`WNcr+Gif9on;Z(g;KRDIzRL|=FRr?ZZIPv9U&M}l#(fc0iUj7^8) zE_AEM_yozzbgNOAjM;7}w3?F>5}`2Z=c0$ArpNG!$~h_d4Cg7a$_ z!U{7XXmZW}U6f)lk{K@7Ls1cE5`av*EjY>bxn||lhrC~q!OQdRB8mR@0)EGKJ{QNA zoa|+{A+EH>-{xg}W#SX=SgB>Z{xmK*2QHXH&1_F5SK2E!dIZwHMu_$opVF2!{OsXr z&N@^Z_DQOGP%ZtTs9#iX+B)HPQ1qkj2)agD)$(JWhWFeqDL3iCjCZ1n?+SUpAQIZ9 zz$4nKpf0uprw`k8gYBN&=vlFG71!}}wYNSRGse5`yqexRU0=Ih z)jlTqr2{-YOHvItDSYuyC4>^7EIGt&=^Cr^bl<4#ipy=1kwm*t$Y|mSt$A|yQdThS z%^;6z3Kj{h$AetsAydT;jXRi|+p?r)Cm*4xb2@hs4tbd3@iWa~NNz;8OCeQ`NK_FN zCf4k%*mrpEtu-|W$9~}wk1W!x679gzV4zZF$qu5P`CgPf~50?4oOg~YMvJ*$#US|#6-U>H}i&k{QeeN97gJojmWjS;l?v6i&j3!dAP zYkQC9q+Eh{G1C)9L8HTT>B9tHQN%nr0E&OpQ?|J~tqwHmjl&+gK2!w=Z;RwHoKQp7 z>k;}C%z@WJ+9;T*>bMX2Sz+yL{H;sg4smq0 z<4YMt2+dkBI_C~GgCQ*EiGJY{N1sW$Y3ar7iKM!FLS;30zdo{hN)U}Y|-m9 zxr;iW?=v+qDH}%n5j@@|H`z10BaWpYqwpW!-$?I4GA@99kp4xUH7q&9hJ1Vo=v*Zm zwBggFl?>n9de3P-ZvP*&7b`>*XLW0qvRVGxg|85sH42-9VVi)e$boDp zD%0}q{W0gC1Z^*FHyxLnz(coHyXgkSd<)wyT)RVzmthhw(o5dfyqxcnt*ROGIH`;Xq+G~( z-FmmJb%ki-hCB{bg;*%|F0l}?F4aZj@3$kZ{yviA*hC?M(CUh5H+Djd1(K3%R~fo} z>Gi;cu-kq(KCe3yM0T^jszvrZeqn_VMIeOdf9L(mTE}C=KzfLBnTGDhvi!1h) zD45_f)q4lBZ9P#~^r}(rGz(c-mTV-IwRy}Nzn@!Ql?ubAs|bEDJz+Mdl$pZQQ@d^4 z7E06&J!x<1JQg|R)n5#=lp&ZirqLm|c!kw`8OZHxHYuj0XgIoLQ4Mde#T9XR#vHbB zV2s<`)yJ>abS^7?lDD@IbwcyV@Db+zR+xJbR~r^7(JlAAh@7z9?z+#g?8bV8TZZSL zOkbjLn)kHSp8`Z7)d@f)&SI@^7$uxv_J9>X(<`Z=h3ZyzRk3SG7@{s!;GEYdRZ&3N<-AtG+ti3PE|R@)*E3RHyW$-_GcndgcrAZ`{pRhrx5*vq!*pi zVkLmN+gI^NdwEA(dUoy6uW9=jOjfF9Zx&0Znk+{a=ea={Agh#e=+w{KPC)p(qXhj2 zmd!gYCm%_&+MhZ)(yv?DsM*uX)`DA-j)Jg$=N?SEv|4xQdgC2kYD1p`mQx(j{hGWD zp};RaA+d-(#$H+YN!EPJQ`NkI+AcEDDO(4uxE#MY+Vo%Z>rl=@$i6ZhrsI*I51UjR z*_|4Oned=8ynOokUPlRrIiDXPMSUT8M~VW5rvTs9j4rj;O*zOfY$|?Hir`y-*D@x4 zv=H}- z!apS;Rqt?n4;bi4lndD$&w@_KlgJCeV%J0(p;E-u*9y zdvSL^&h$qlqwjuTdPPF`xcY@F<;dL9iMR9nJz{;TdXE0Dr3Gm9uY%Jq#yUuP7zUK2P(L2KCNbN` zu~&Zhd9hw{Dp8>;Y~H1)wC#uf5a>^65zIjnZhkT7?euYB=)JEn9i_*WJT-(f;`?=` zvC4DpSIl16rw;~{{pzz?EkjtOddleHu?if9B#`(NY|`J#=#~jg+Fh(zkqrfbORO+7 z3Ee}4i;oQQS>yY_e9%Q&a`b}3#UUX{c#-3zZj>JR&KD>u!x)3{R1X&*v7oa9$DkdZG8VF z-$3nz&;;^z+EZI@+x$&!dECc+b&SL3rT41<+jse#{u(Tbp|&VP+M$#HQ}40O@y=X1 zIVa9SX-{Cn1N-H~BZ~N2tkU4UHBa%+)*o3ZeJL24tx1v(Ko?})| zZ5;4ofsZGgrUV;`nK4NB($yergQO#HYVQjBI+6HhiTq*t;-w?s*bW|{LoAvxO+_7hefjK1UR$n#x%X}{0Pn>n7W zEYGST2Z+KQ)}RV2<4ilzoBSZGddg)UAfbwGDyJK~6_BAwDePcOmm6`VeRM_0onH@) zTc${mpMZ8QlSo_hJv^-G^ZR#Oldl!6_@GDVf&nmH0J-$4i5BcFQz0T}jbp)bJFWT;UoKykHu%CO~zkLyCJyso)V!#N>{GAg>0%%Yv>hh$`g?J=U?mB|HVYUgPefMPoDwj?6HIpM)H558zy2E&}x z1P;}MmoY9$2tc6xjvVt4qIwgAmlF)I1dGRZ zS5Rv(cmdoa+XpsfZ6-QRo%GMHEr&sHC27#Srea{X=(|xD$Dm&G@lMco3u=n6^4wvx&lBzEq zi8S9-&NJK*7q*pqQoCa`>#gW@tlcg{Cmvz0VoRq|>9WV&gp)ufyj2Duh}^JwjY7~K zF|S`l7}IY7B6FbCxVW_&pdo1}Log70-NfSy84VcRHLgjmKh%nT1qsTX%luHIC_@Mv z!2uHT=JIr=H>)QQ8)^=a2RU~?lA~+b#<|kpg0mf^Cp}c3_D|vsYnDrM8>eveW5j*{ zWIl)(?{f$13x29&dNQ~=ZA=mmt`I_b8Rv1sI>JvcGDX?*|#~;@>%jl%kpu$IP#Ow*jh`UkP!>gd5N3* z)u`9n((ksmX|l%CKvUizD_6!fIc~={4%fUDO87FKx8bv^BOWqf4cB`FJ)U_Oi&v;V zX(cLMVzlGa6ykrQn@qsfNNwXE1mdkxc!&a&4N|npG6dtQ%-mfH-FsZY70nJ!@r`c9 zp_zfY6a^DOVlnl9B>Bvj18sGY!YJ5f@rWV+0^_xhdB4Fb39(W`(Yr!bY=}iXg7?2| zdj8(KZ}JXFMb!l>Ev9Jw#yGSXnhv!fHa|lrVkRY~T9u`AjMb_>5o$=rpVrQM6H6qN zg`36jTaK#5I|G7ld_qy@fPqJ~3C6k<_6;e2=mpWUi2;l!A^RfB<+o6C;_gFYO<9j& zH9VLr0kPq@_@;;ZqEKN?%Qvi8e+EatdHHHd^N%UV<$a3jUz-yRJDXH^HF(8ejDIyZ zj$Z_?Y0?+F^p!{Dc3Z+lTSj*yjVO;Gvkwv#n!3_9?j;(SX9Z%U&v_8LP*1|U#bl}< zmvqEu8-5jBmmsfxsWz16qA87aB$#HqBP{b@+#=vL^|FP6+U{dY=<-kbS2w7!f0gdE z??;&_z}h!RNnu77%g)BY+(LpQpnC8t%B|B>^P(IQ>z^!xp9%-eIwNZJn6K*f_; zLkFt9&(vkt-yeAJIv8nuCuV! z_PBIcT{I<{rV- z5{3T)8yjDCC#+0S<29b-aF5;Ak*N@#1`JGj`Xv_2PJndeB>jtYIQ`^pZaQ3>&sp)? z5I@_IDoeqL86OHe;c6!ACdGM?%W!*v{^r~V>>Sg7agO$^&UTU`wviV|rK;A-?R|5F z9J(Gmno-XUD4uaI@4ZmrfH2_P+pB@$!bl#{>duwm_w58eijUm(?ODlyN{v-Fw|Abm z$cl^6aHWRcS=?lHJ-$`hqYVgEx--A!D%{O7@nRx|nT0@}Hq2rS?d0sRLAG4YX! zC&SsImU*8brtt-s%ytD(9%p-cd7PV+g8;bb`ujA6mc=l-x2Im{yc=KPp2?0prCmlI zH>Z$h!b_Oj&-SkBt*6v#(Yl9u`)78s=;A)5tqIph8gX4jFdh$E4soU5I%xCkId46d z{W5@0^&C&s7;9syx5@jLG6+)$W^;$@&38paKNf7UYo|2Rl}^%qXy>}CU&0~;b6u-yM1dz706ZZ! zr1}I*^MbP|=r{Kb`~*j&t6-~iACrgJ332_*d_oh7e>c-5tE8kjchCmH^vJ_f&u5R! zi^CU^T=mApp;&qbuy#!0GTg97E#udyud#SwTEDw~R#Q{VGElT85N-h- zR{JkIZU=2#6lz_V;gEnL$F)eFqM#Fp13HK2gT0EQ^hae9$c60cDV_KSk555g4F#TX zy0%mW-{|ms$6?rGAXWVWh85#*e4K?F*7~by>_GtE4obfJwE01WVb4pEy3MQbiQXP; z!rWLf_fb<967b`)Am0yyjC^tqg6Jc-7$e-nYE+xyqM${DyUMv6UBt4>FR8rzfgYSF*aBHW#KHkWyqc~sdeK?(l%C#^a%&y;#~l53edf^vhT1e~NvWvP>|Ez$e9?oTg*_5&xbMu`Qn_=Z zF?jIQ=2u!3wOkB#RmFamPOO*yjutY zt?OgOSlAUx0GP`S94b1N(CW?7(2|30Q{a?2HubujL&MBLp9>lLd!gVikm?#`pA+@- zNMKkC_(6?AT{;;^$FXtmzG}~KN>?ewDV|#jz9H-0`6FJH&*di&BG-8*ME)g+k>i=x zFXkA$2;PVw?|IBFM*WqRP@_j)NntI=>3N4nWEb1|>VR)2TR}9b7Ej*R;37}_8zGE6 z;!#$0+nCfjGE;T%FbOW{`HYj86KOtl*pw)VWGxK4SR(tu^b*Go(6%B}Glt`dYYuG63#&(>?(+8+9jxXKhHZp4xWu_`BVbAa;dF^_-MZ!cE z-JD~csfgb!tr_?if7!8FrLi~f)O$=%iC^aXgDHRDHYMXv*Uahx=O3neF%O)W_Fcxr zr-;>}Q}vcz)eO~4+Fv&;lA|eH)6a)6zGJm>4PJ=8E336-=FA=^Qv-na5Qz}8;S-9F zmeDr4RdcJHYzkQHQsV!)Wv%5@L~;2sXMHgusc@k>zohGhJfPh^m2C-?;hmt1OVXoA zD0Z9GE|hd|)R3+7J52immf{bf92c*WVj&ciGX@0B{&Rod$oB5H3v>1) ze5L5eI@*cM@A(r|&Y~LrNx{NM6>w7^E59@6J z`gAd8ILj`LK6LE#2FT9SXI&rvB0K6gytU(^a-)f_B0EfIgzTY>2Byhzq`1h>Oft^} z0H*$jNr=rDg}DFz;0p}fFXtNU(PD%Ml7-JY75bNhLZ{k_#ZV66`5tv}2*ZEh`o`A; z>ywLGoY-H|Ainn_ECvlyEhb+R23V9JtblcEp?m;$)#K{7d{Uq(DP0Zqo6#Ei5~5?) zonG+y@0ABh9?+?NEe+y*U6rxx99plSc=z>b-n|dS^|Y&lynN1@gF+FSTo2><)4=Q$qi6Am3uf(tw|WKsB%vTZ4(10#n7j?j z2g_>U6OtrDpu*W5&q1Vobpd{aNzVTq0LQSC_4wBkIS$|s4(lz>6Z*p%0$<=iDTH9B zU-{UEbrq0(gce9p#i{;%Y8C?5Sws1&FP^*o{Q*IYs_giqr6vlMYoV>#l7IgpF9~e~ zb3|5=JNX1O4D3OF)82W~PPUgJ^XdOA4V|hb;DHqZVR0K!78HS|c6ozSewo9Sw?#VR zF=1Yue9j~wmCc*>B+kKJBp(o=xWRvaU-JgkR3*WwVGq$uz+$7Lzw&Q1Hy+b`hH&au z4OeC00WZ&rrFb2SrqFvqSMT^zKepO#q0I&myv!NsABWk}%SI?(jznDf9?4$%sKeV} zs>zc5e74cI*MA0hBUn=1j)VPOBk2q@@Bew$LJ$AvSzB;=|4M8HnmK)KkXsv^Bk+4{ zl~;cR){WeMpEo2!IaQcZc>wS4n&NxES1?c-d7i>&9^IT3#GGK#9slG1euCvN=q&xn zRl1)%Tx!thL+JhczrZYNy;RGv3JHiMo|h5i{rbCpG&j`HhKS%<$^&-)`||*0toO5f z9Q^Msz9x(+O(c4!{4Z4)ysqG~8c3J)jBf{U#>cA5OWjo<9EAS;m^@dskKNC_UkihRp#;V07$=QaR=5+xjpA{I+$02`;=qeg2Ys zYK^5q%iH`EhIufE8afF87Ns+8$?dn9nKqP zC&O6-Hu)qN)LOrVOFk=pd1mhnl+`N1^3!tmv5^Ecxr51D1aPZS&-Y;E{rlflDKWE| z0o`Tu)_tp4FQAzX|Hyjf-Iq4tr;Dm6Mcj+ilDQhFJ7Oe1i}rsv|NB9JMj3^oQNq^P zO8+k0q5{}Yb=eMSfB$M&@epAXWa^5-&Y9+f!{y31M|njpOS8mA4w@73c_9 zMh6?C{e73fL6gD;ZB*x#7>dMK`LoQdTI^`@JBqW9EQKHN) zARF?r)5doIveN_N8r1e99z>-EH#%`m&?I`NZ=4J%K$BVt8TSFz(H5`;i>g65o&pp_ zV`COIp^~R4Mn2$tN)}{^~uP3T6<~CUtvg&9D7a1l_8CW2z!%_ZItqx8 z&u+Z}-1ll?%d~WwN27dAL&Ct3Dp%{ymSl@WRU8529m*5b@_TN$$Yyc#dqDs!VaW&mD!Yb@M z7ANLwJL67j(K#Sj2%0|tT%szFULe%jOhRUWc~qi(6V~WC*da(Tf>&x6*aE2O?bXw@ z?(L?_C>p&jQ^i-Csqs|MgezGIL?1fe;>a|d6aJq?mhjdF4v@BjleWH&1ed7b4|&n+ z7l#7UNxK1=eqMDRC^Lqp;NCw&XtG0x03u{?aVe70rtDV z@-CQLaQeBjKXFNL0cgbEzX4YNZA#%`Vs&b>Ivu7~u94`wgOycZ_QRj81pkflN{nwM zYGR?H3S$|fMlwC5@na7OaB#ZC1@{GG3|E;r7llXUr3d$?W|MZ8#?5LN752Fv2JS}k zn)Y-!2BTOse-3y$%ve=Y`o4Upz_k!l4FQ}mU}aS}zNCNmZ$H@k(<6g#>ZAqO@Fl6g z|M8Q^bse*kDzZl>e+NszfkA!aDQS0Lfzg#L;0KDf{v+$&bIiY~2l&2kzArIIhzs*6-UPwzi2@`x=EB+fH3Z2kG$|3V7IiL?&1lkPm zY|E#dbOf!(`6@0iPG!?#*sp2&wb&ic1y1DaSbvKdzywbt$08gYs!{I<%NI`+kTJF%xYIumE%TkjMDoA;6PG+ z>-N1^)!#7cJ#ZvDTfOUX@bIA&adJQebbM*n4zz3`m^4I7+~`-OAgx&>N^y z*-lkEJF|G84Bwj54_bnWI4Z&Bn5g}|UVsFXWe!pSxORXZ4T-y57!kV-&J@&z(?x=7atp8vqiC>gd z*INfk3G&kR`EkQdJk*(t0J`w7Y16(G^OH-ki?)PJ=3W6WGbA{MoPoA*JZqTYN#iSi z4cV$JJO5Qri@?+ZmKQBG|;ypjM6>|8#1Ek*g~qkp!ay37q3M=4p7pxrk?+eW5} z28jc=Q@;R(J*d+dzF!4~k}FY%KR7l;Ol6&slRqZhD*({V8v~fA~upnY?qvg91d44}+-$<@Z(2<@`}O z)e25yeEj=pd)tGIOFoS(_6ceAtY^*lRj@ zVmkhFjeFV->;vU~H&a#$;%O9rac{MsIUJmHeY(Jsz-A!hVJ_qlIW^J70giI{vMe!{ zzdK3e{tZhsM!7gmbBiCJOyXrAZw*VQ-8Pc4NJvSYA#09yc1*XWewsvggD3iq4_lY{ z@2U7aUb2!c^m+Mk*PmG*)cB(wT9=8Bf*$Jz!{3;M@6DzHvcR}6bS77dYqm%by}FFQ z#Qu$%8C^tCrLd)fygl9yw?wc=3c*Qpap~+!f8uHe9p)1)h-?>xrY~$~9U@ERn$1Dx zS1ld?IQmbnJ`B0>{r7Bs!^3oNP9|%K{nr?7~X`X{;EvVC5i2TC0?48u6?2V|H%!b`!x5Ld#4^^ zP{v;9PK%(XEq}FBzu6Q&p1sK$vZSjPqW^DT|3u@R7266bwn|{%mbir5&xFcFbnJUC zh5gM3v;6)4Ie`JY)(NyI)vJyXBhB}_V_Bb3ATNM5NAjHsP}@;z6q4z=G){q<2MI5q96j}YnzkSK1V#>)Lm5{iD9E^gr4%jsbr0T)N9|YTXGMjYE zj{KXjYH6d4l5^ZqRRxH|RmiDoox3d00POwu#P$8h(zSnTeRY^zM?vH+Y&Yq0vU2g{eJq1PvmYIKNg>v#-4$h*& zvDEc@!VY;0RYWSHgY&djKskBY?G?~a0kJUw{yJFddb3eG|3+ciosT)^YNPqj+P!3# z{3R!E8tF=b%p2PrpA30xVXyNWs#FL(w8dRrWjUim8!uwUe(6v(#NS zw0j__de3hUsKCx2Q=Q}pH`Dm?20J)!`FWw9Hb;XedxT=W>uO^))hCS8z9BL}4L z9KY0GxJ@!*|A~Y!B`o645YyMFUgP<&j+JBDh~;I?l+%eW_C^>X2$ zxWO>)7b#zr4M8jin#{2NMz!yGd@e6Gt0-fp&t9~&_Khok6D?^Q^qaT1O4DX!soLVy_6z_S0N0BtRRQsP{ z(NYOw^Qz7Nc^i`0LaF9JSz$7Qh*1{q{0y%gV#=fd=`Cs&Y$WyUzXPNt5S$Q(Ceo#4 zP}n)@RylC9GY~ygB?QQY(h(3H8tXACbO;l%8ZAn7ybWr!YVn@~9Im@|xldW08?Iv@ zZsLg!aGx-6rt6iUB(!_5yQC@F1eXchj=0wXxZi-<1ra{C_#T|rxzJX(4u3l|4(u&*-N7;!m^x^EweRQ zS*FzwqWot?6=)59+QG+M-RhrG2c&IV;Tz zxIGrK+;M+m4G8N?bu32!rZDKD4bdteVC->e055V;=sorhh!rNwM?V(7JTB z3frt=4=xEZ*zbjM;)H!?ur@UDwv4>d*NEzR1uf0EgJ; zPYOv_QuPo<8j}(uS9botr(&K4T8Osr$HeH;Cr6;3vhhksWwIT4XTo9cm=_76C}j_~ zJ@%tzpE4?UDgzrhuRkjhB*{;sY98MT%%Lg)&`=3xHKmQ3C}+N!f4926(Gl|+Z5BO1 z=#Iphtq9RJ&)Gkjde@&!-35O4pG@63(JEiJy8OhSir+%rDaz|FNG%yhr^-nM-(#Hv z8l62KLXZ4Y`uR;rd^eUPzN0UUX{AR@tYhuYo3A-{V`I~CiRfjNq71?VnTqo{|} zLmF2K8U}B9HBtb#DTC2$`kQ<6q0sjvecu}?_50Jrl#-ex?8;}&TpQkAM}i!Y-A?z= z_2eR=3kL_j@cfpb?;^<;-i7u^!B>#~r0U0tZN@lWxdftJvsK&wCq>7*9Q!{Bx@sJz zy1d{oPz_Iki|nO#C|~;gYNpOKyc*=Qx&X~nC~4B2(YE}&wEm+&lMT}8omT_qklFzY zvIUMO4rW(vz^Eij<3GLv%-v~Ufbj`q5oN98WD(~g6oNPfVvPy5G0cnnWAKl6MXUdC zxkQ9F;go+O9%v{rsj|k)6#8IlG%2Ejm)0(DKe32!21!Z}YQ{9_BLblDNsM?3`dUxa z^*knzb02H9xOeW%HTTAJg6o+o)GC7mq^R)zy-;KEQh@OYdvJi-Y{nwTJs2tK!!p3)po9laAI@+gU4gDbWPHFPrZ0fU5i0O0!20y zJ4QpGbIV{hH`BT_EL;#3ho$p#hwhP=NSH4KQohcj-1lLt&l z#c^boyvcpTB)y^{VWjq-W^%%UU6XPmbtDk`wJ6m1@kms?xv#7=?Poq?`E|L7vi zSgAH~ln5Y7dZ64c8C34Y`v)pl-qw5G*qWqTM?0n6oC@{^gxx6FA6Q~FAO#9=Msa(b zpB_2a;gB=-V8;VV()PgUkKx!L_uiF{ps5%Ax4zEb-Qqcn(Leg122#TCErHn z@E^^@%82h^Zv*cE3)f#OF>Ut!Vk?~WXRpCbD$O%e_amhB0;!ghEXdJW|K{kQ?s@b3 z;O2bN&i((((a%8$o%+97`jT>nJX`3Jo(1DoWIu|`n~lGb@e9TOX6e{q7jbBb&1E?7eI8PcPdpP_iE3xVf|soOA|W)){UTh z0>$P^046;p($k1^%6$4aroJTrSKYdA3AQF`7UOaa^gibvM^GePe5U-n9{Aqt3I@GK zWz(Q17HS00CM1}Zc@10%I0fW&|EHTPg9%a`8!*HxUdF+m5wOT>z35B<0sihgVaN4Cy%*~Du3W_R1kg-&Bw<#1zgY86PYmly zcRHxS;xWyx)#~^+%W47Z@v-c9Q2rL0!qh3Qegf(d`d@kNr40_4RfiK>e^5utUxC;8 zlR=U8UiXr%_V2Z~fOZ&p=*QpaMc+oWZ4z{y>?{i#F>n5(hVY;DB$k!zn!h|oInWeo zd|nS<0L~*00Cz~K21U;#*id@#?tveF0StWnyj>zVIF_kVD8oMp9|{yfp*Vi8Hoy^= zMEJmBI1k&Lt2O&*))%h|MBwH*H#=Z%gaipjev~LX!GCYg`$vN0fj|z478FK!3JPk0 zNn0tw7ajOVAW~KX5z;E4HkEB`GhI_DvYO#LRNw9XG4a>xKk)t(2DJx`Oi2y9{O-Sp zq2z7aC>J%GW0X%<5!jzLpwxCkoTCb>Nzi+Ju?k8tLFc_r=6{L=PoR^H3}#NVMb%aQ zD2ehSg#^wbpy-G)rvIl^2O2!369&GwLD91?2_(36QSkX33j9Uo_ghr}hCy7vc?)4( z{s^e;hX-*;LE@P%sY^kcy(hiBcqX;!NjwLl7D5_oiMf`=e3=&-6P>yg3>X3~Lh z$!I0$vwfGb^EQUNfl5hKnKCNvO0T0UL{cqYhFCC`mG}b?*Q^FL9QW1*IMw^?VVz)~ zta)9WmN{S?el|}jl8wF*d)I}4S$swLCfjq&{2q4fp3R)k}-X<1%H~Ft5f|lb? zPf$xBQ59m&P&4e!`9ZIWBj~`LWsYsBNSrT%_kRhz{)>GNRwy*VG`gV2v8^D04+ZU) z6`#?S3=fKhKkB6J;ur$bJ?!lA3?|HXV)gX{97nX;`=qWv-aSC#e?TnC_tW8=$kzPn zI{04gI(U~dL}Ak@{32s<&zHe)gdn|)8v#_F{3xJi9BQuqhx zPM@ByNL)ThKNl}WpaE=0oOv9{s6`zBvm5j$uSZj;xrl!fTkNDWiw%2 z@ofu;%qm#bGDi41NSWE(4Gokbc(4@v4E_)Ex0AxMNUIbR?7R>DOQ+kw?8gyydV{ea zz$@mQsk0z~1b2D}-&V+;EJKib|hs>-hW7gj+)K?zCeZZ=4_bf=^=2#9odcXxMpBP~cv zD}r=)NFxnr?fbcX^nc#>jB&o4;Wu=s``Xu9bIxDQbZ!l-p8#e2`AACD#pdyRGs56l z8dzt;P({-W&e1dzVL(hkmX&ih?aQP2esC&V!g1H8FjO^{p}h2ol>3xkVAJQEzU4Y6 ze>!&}qrm;;(u(GR=2(RrY}+74wi@~D!8Cq;nCZ=VOX^JI6T{IpMUcAV);z|4wMBXk z7P2(~wJOd0#6j1`zuI?wggBN#43rnKLP?s(0HoncFgpr;T`OXur-&G<~(SJYmti2Sin4Pbe05Spa3aT?~{In+2EuJirnT zTtMN+l&SFm1Z`6O38-{+N8wE&T^D>SdP9q=k^B}0&zp<@WV|hi+`P zy0=%`FKQeT=rxRLORD8xsW5LbH0&<8pKG;@B=V+)MizWMy|FigGH-PguTC0&{VCx@ z)ZQ~4{=PAqLr8jYh0rjexO#9ij5J#&XNQrTf+{*IjDgNUkum3af4jY}(5W^V#YksC zN5Tunzf@SC9PvrU`C>Kv0R85!J7B4TZB4{uJ!j>L^q$g2G?ZQ}koRqLLLoy&u1_>3kBa z@Tw9NlSlcKJ@y?Oy=cpKbBz*o9eX=pO>aIbXjIU?)0bA_N$y)cM(ZPIju8BnERU`x zV%|9jb`2#52@!8^&yD@mlI|8ZfBnxdU3*iQ;FfF{6q8_$3PS+CZlBaR)==g$>OIyA z(K7-?kuQR=qrk2O>hjG^*ZUGG6Fve~~o%;;?7r-sVs zBai`2$duwzHM!NUF<{T?NR|cMsS^h4_ zpg&WD9eB5$Mn;|jfH`L!y$xGK@u~s?uIW5y6Htduzh-$4DqZ=o5}7}=sTVim;_CoK zthu~lVJ6-4?(#0G{;y9-4s1vNFh41o?}J)@Q$N@LQa{fBp?;c9{|E8o!!6YMZOH*8 z^M_MuM=BD5cC+KbzWl|ZUN}|~P^Z1Mar)3PI|N1Nz-pBhxaW9kG`MQ`)Px=%3#F44 zY5rF2WYM4&#aV3i$5OUH>3+zT*`Nk+yA8i|1mi?ANC!>S_uu{eStG0z3}eMrWbir1 ziiNWHeJPQREI0ElU| z;icgbU~?S10+HDdsJx|k*-d}YP3DLo?gsR(Bt@EmU7gSGhn!&x3Tb>L(hYT+AK|rVT@qIM{MLh4X zsjjjd=q5}1_V1r=LF<<^1}GwG|V$Xi`n2&7f{l;fp8s<>No7u z?_SL6&kNmHUn>aQx4vox(5h54!>$s|`quH^$6uLDemOy;clXfl;?SWe^Uf%&+tW&Uw|4nG?tVO2Ns2}P@g9ZiM$kh6c48+rx<8m@U zGCl8{9hCAtm}8-+`2X`M(h2B^woepD)c0PBKy>taPr!=JWl$)1*gfyu961a=w+k6ErDsFqc1*1-d595hS;@KuPeLsTM~|+=eeT z+$k78B~1S0?@b_-p}wP1o_GZcDSa)S{zIf#aOsYsmseGR;Lpm?P-YYC0ftyjsL~}* zVTuJ%rAJQLyN#->0ZxtV%? z)$|^eC~5(YXgpKbHh|}ElV^1v>m>Bm3}(>o3yzLr=!p2o9t^eD$R_$u*9_BXh)kl6AX=$?cBwKXUbnuF7imKe1Ox9ftP{-^B(wwc)oIY4 zaqj>WP&ojOx)In4w^Qn%I6r{%^XPA1}BjjPrf4T)21#KyD#&!6VO=V%=vWN>vQ+gR5$cmR1pe zAbsR{9NN7p9a+z7HpR$&A3|I4#koz6bdoJZU0nxW$J3JU_Vl}9!adA$j?eqHD;}VH zzwrdg-}DwcjsWW4@xko66bhVpv?rBOuBM|HCn6zH`N z9lr!25-*M4zr(O&lpmV|3PUA<;&s^qFvo1iLIc!t!E;>vheZI4kArv2ItYr|kOiU| zaC?Q?x$J#?d<*)g7G%DQEX6s=gfG%RkY}J*oh9P(i@1K8-Ekk!0H#687{SV}4}&05 z%^pOmO>)|?B4aatUcSC9DXp-%zZ~_Py9YUH$-4?=W?CPf)OL@ms zI+|=$+_ET#Y^?wL5DB5Ji@5QZIN!d{Xv|d-D+ zdtemgha$|)PyyP&S0Fi}g|~QcMoq=L`i%T1c{DtA6&-u z7S&`t64=k}nzCPiMuRW|S}~Oycv!S_)vchiBj?uTxz8>iB+(X3T3Jkg3@H?VK)rEj zAnQJeFgp^cHwT5iCvdFWUcufD=z%t+A;2Sh6lUrR($-o;(K|pdxG=}MqE`eIJ3q+N z)eoU6;YK5Z&<`&_-o(a}&=S%akb_m5cm;wifAWC_T^2&DHzbb)wP(J03N6$tH+lRk zN#A<^jbVdL@ED}|X$cbakcJ)9riJ8g76n$aKS7DKeK1bh+Oe)Go&wE9-F4#kMpcj7 zGgVi(o}TqCD;Y_g%d92mz%Xp4&H!>vn||`>GXhn<4157dATHo6ojpk8x`TJWgAtke znBc_u>1yZgXZS^cC;#O17o(m_KPHYYjaZp6j=7F>JDw9(e^%CH0k(-o{2K0?K40{- z93|ct!j{*DMtAg}0Q^%QXxsNf?E#HuBcPhDQS&aiseQG>?@`cLM68%7DRw6NP^#QUy6$JW=flHG9%CK=^PtPzJE?ieY!nv%!nB+J{!$L{5iPiU^y0u{4n3RT8lR5F}Iv>Px4K>&1HuOhav5sxUR|U|S&IstZP`<3{h5 z2HDfr<{7)WJ3)+mCGTCSj)4u@k7?B(*DgJ^Gs)d!Y|(lsh`HovuU2BHR7Gn*Jn#O? zF(LV#3 U`U*pJBv4&@2Jz`r`AN5TJx>T*!pzqVo=)op;!9f>e4?Z$JjWPC>wQGB z=KV|bI<%#4Z*55jI}yqf-~3p$I0H0sbv+9J5(1SOD~Xpo-)$K7s@)&kudE`xFwK8^JZ8cP30MX6*^ak1$ST>p$-1!(&0>j?HtR;+J6p z^n>*~d{i+d7fijwf6nBobpX>UDH*VA?H9vSa1&8=*0E1n&msQfY(|eNVk1-)qpGMw zjB^;c1hS%d@yxnd#uI0Te-qdej;MZ6i8M8KuQQoUJ3s&Cpdeo3UoVj1Qyq#aJfB-7 z{A9Eqs=?8fF6T}CCvZ)5D|jh`y1-4(1oH&1`#4fjE)v0$r^V@c_eA-q&=j*DauL}% zA*PK>pgbI*%NFr&^3gfQkkkHmi>i|Ior%F6pG}k>9{+qXs6{M>sG&%mgJ>YhUgw`E za%+QV@ylMGjP*Mgqe1Obn_RhGq6AT zR8x^lN$G@xAij%6n@wfOhJBg4j(q0qbP;)@K0}Q$ap{qjfI#}p*NGhvP3?w4FF}IOud%Y~#)k0Qr(tGDrV9i^F9N1%pUKl1JJGWJ_J`i>bBgdLsLk6uT|>w~p&-@v5i{R%|b&40DN zER@m%IuF+M5QrF^%_YM8H-vc~%}L;_=u_pHCrVz?nMv+Do-b^{?AKHz-Fusm{@Sg9 z=qVfozwIh^0BAAy6bUJj?O-26WS_1#0l=@1urt&rkOLFGjLyT2d^xP=SnIXhZ5KXy zKjIH@IvAv+^ALjyt`N!5zJ9irJ04SP(y&EAXzL$v|30;Kt@`bePbbOXUqtQ(E2Y#(Ba26<}0V`eovS&ik`Gz*UEmN>6*sD^!mvqfDIeg z1{;C}Gkw=WC3tyOuZPsIv&O6ugc-}R62TY1TbX^e9l37A}iz}f+1C-UG?DY{jo0G@N5-#yWlhg)^{yA zZ`B{(rm8!bcT4`26Q|zeVM^H%Zr~rFgCHG_cqCu2Oi`@&e{6MfqSmK3_yqwgGIYah zf^x9wAo_DSf?l10(D8@j@u6V1q`>7CTX<=1<7p6c*`0XcQAU~Zmq7wrs`>SC0Zn`+ zC;mjg2~@352=h92%-;=zNtXW2P8-C_br*$(S@^Lg^61ZZzg+E0yyB?>*;O1pZ04B=h^xcwnRS3xA~IHE=gXdlrrhRX{Yv6$ z)9x;M8oj8osuU_&UPlkT+<@G4`#Vlx$fFQt-s@bZ5S-c~>U(ImV~g=EucGwj)t2S4ej4}@5J^yT* z5Gj|DKeTmDSg+s=wf}h6kjk43IotOG`dGpKDj+5D9o$&r5 z&>mIqOz+rV6+PG&iw5FApzn`>Y>18nSIQji8)#iskPZZEgJa)xne^QVAhdA7i$Gyi zur-!0qB;SB!Q=M@H%NMqv;1C(B5(pht4#J63`&Ryx^`T8szq~uT!-#3Pbg_BGW@F3 zj7Ud&)vg=%WG-+_RV1(MMqblHpt(j(08DHY=CID8`mPn&={+_goUdt*o~W&K%d~nN z#ynERz=94(A$rsqTuM43wlYAVA{I6*=IRp{)S>Np(ZDvS9U)^mE0o_YxL zj@rz7*2(d`UmCs@;6#mcj?-EcF^7lpwOO4AacXX?;vdI6;dKszv6!F7bts0CUB7ya zeDjoEL)SZKD0K8qw#IX=V}ZLjJfWcZ`jxEpF1O{3|6)4 zHnFS{gejDb^TeyFV_2^5;+FW{>|~A6g$g_tk*uh8ipGL_sCJj*XOS8bXSOS(o`e0=O!ZKEu+Tc zY```vrRY#`@`L{us*15Ls#R~E(R0X!<(B6?r6I`5Mr`SG^H^={_P^X6bR8T(RvSj0 zV*Z|-fe$UU>!?|f5C~f^LLA9w8}?Q^Y+N-|#c$in!pU)f+I+1Ciyb&z`#=vH-qaVW zN25uE3Ov^<$N%8YS&}b`l=E#1hyGv#0L`TF?j9f^z)V7YiIi6{{)p-?ZUDvmm=x-q z{n)F99&c!>#j36n`o1_9+YqxzM9sfJO!CqjWV_nX0IsmG@NhLtiKf5ZO(!EA#KQNgsnk;P*1 z@H(O|c>mLAZEsFzX}tg zt?6#^_uoYHi2Q#t$K)hG{)ZzHI90cpLNE5;4Uz0J{L%e^2d)BvuAcy~5p*|oGAa;@ zjqHes=Ksy6TLCCrUDbLlPr^u{J9ZE-_0sSZ9>R~;(f4gR< zVL!n45GvK8ax{Qk`$i~@X5`>`)PtprDQ4eqtPZ1T5YDRkOULLXYrGT%%+KG3 ztDP(#&JMt=OO;C#fX7gYuW-{|c8p`S!k}EdlOJesp@hzQeB=N}ar0U&-SjE6bEM!N zfvRY=z>Me6nA6n#F@Mi(=eN~Q$??&82^}=so%Q|KEa~{3JnLR9DCIZ_K(%vV|54h$ zDr2~$lL`VtnH(S^8J&Zg)j$B&Dur~CuB3Yb@^Q!p+GN5&&0dJqzaPBhk#|nQ$TXl* zw9fbE=K;XCXLWr(KwH@ez4;@cPOoM5E8r57f=q#!7e{V4@dMy@s{kUU3gFuWT($E) zm>(RWwDJ))5O2-eeV3Vs`t=S`PUdV!n`SLqhSS}S`xzKUsFKzo`^~`K^quv?_!kB- zCSrF#Q-Div0_zRs8xkN3mKhucz`~l*XvWXCb?=v|;lq^-y;CK5DdGtdPZ7GSQhh~)ic z1%TWp*Og$(xi8VAxi$J)`_|hc6Q~yWs})cg^WPTLc_5$I(FQtoJH80sUuvrW+=$Fq zFN860fa*W3J2FL7u*drYxS+KgSX?Oiw5vm<%YH29EZ9B-n?wz9p^Vy=RH6s zKMso(M~+Sum-#PA{cY|ZEXMpEj?ewW9ZX?RDOdfdWgL851#M;P*z&^-fGyb5s#e%R zg*{;RMzr;7?>r6E{1^`4ReKjArkQ5_z*dVLEH)Sc>5L9 z{#RycCuBf;(s>D$pF>R^GTU#f_5GoCy!72ZM1A|NM-9N4+4NiZJP)7~1{zsH$EgI< zm5Q!Tf8C=2OmwYgUWJ(|BXbZZQqZawEZpP{G!XRrK!5ZN*nGAB5ru$dB%=`pS&Lvf zP$YFIpf}oZfi@fP%=6L;;RBQ*%g}W$PY=L#d`IZI`RGhpdE>tJ?t6;5sZst!n7=|u zu%HO4j|ptBR{(KA0BlOYa*?w{RwtsieCyKEvloMi{>~4>Yf_}kpOlr!i;0Ivjb#ak zKJLn^O^{*!anQ~m$=5!8;C#NYc{6fw+}6r7`u4zea7-jg9P^R5tcC!SW>CwA+mFp! zg~vJARaDt`1kP)yOtVwqaMuF)h`i411X%wJmUDkb*%)wv$k>^Dhq3GbRY-D#T z?jV6udNkDMnc#ayA+4kPe~T zcoJ3rgzNyixbQzauPt9^y{Zkue~HWWqf!TwN~@11$cBgqa>a8T{DR-Xz_Wawrs!0& zY11S18)qVRemoTqu)D!IsF_4n3WFMY0lS zcVMxdQBk5^6_6yahtec>vZmo}vc=#(a$9sPLOfE8)p z(zjy32Gu$xSJUy>3?R+AdRYqPH2C)83MAp8{&L!>+2{<#PH)coMs_mZPl^|Jq}PX= zbO6>qgU06*^MBq1Mp&+Z*M>%@8eL$WlY#@Ej{Ssk=ZzbfK@+vwQe5}?r>KVu;I}|E zNjP_dhv5V!Su-FEx^liPK`Xg}IiNtN913a=7UUO;fqw(%-`T;UY4=U!$~i#T3~+xq z@V2G&X>DY3SAhdKa6f?}XAmkXte);(KoUh&Hlu++^*_DS-nvJiSoBBeCTS^81Pny@ zF(k;D(L__!kiIl}b}h08E8*)Byxs#zT-c4bQ7X>`m^W z9~tRA%$=mmw<>r7qDYt3>sZwDG!4xJaNZ*}NDy?LnX&-(9~o0#GF1+6b@5uez!@=LYs8Ld-a*C+ z(hq6HR$!ZZ`>ek)U%C>(t>Z=b<`nse!ukdES?{Xn_lRqn%i+Lf$2+-`6weIgLC1?% zn;akU!;cM3?e9(+zZ!AwhtExo}RR8n$< z{mBrS`%kO*2SuEtSgejkR^P4jkAdTtavXSm2&B6%6%u&p)N9Bt_%JNv9Y0Y+l#k_- zWDQhUGs}_A1K3*yW}f^!1FD${PX4uzApO70FU2-m!&aLudr(23F~)9Zb7ov+fIF1Awxfi^9IX9&v#RbX*SGHz8%e&l&L z^C(ZP0sPDJf>t}2+%;eDP+n=^Un0rT z2<+9bH_*+zI2V^|m@+xh0%*S9AMkP~SPCA<7klj6X2$aQGJ65tf)OB4RqAcl2f_>n zQ?ix#C3|MybC7k6H)+JZ1Hyhu5v?mNR0g0-H>(E{Jfwya4(j)7ZYyKSPCvUG;wq&H z6b($155qlTOU_GHg{hF8D4<#hqElF;DH z#f!Xvw$prwVPjO+_a_T_ZZBWG6Tkhsifhp*u(HJa!3#VPN?Y3J{qW9qv4L7-f@K$37(9TNn9Jn92lH*q_2~PK8-DQMQ`P(a8>L*1bSM{V5gE-o% zJuu$aOTQ|x9+`SImkk1$gciK^=T?em7~`vq$c-AD>6t-<5xPK^U^^q2DWss#PjnwU73pCZ3x)P0@4tntak{?}2Y zCyy&Af)FIq@XX+A=*DKJnhVg3r9!o{)4;ZGn>+>Oqz6mlB{JGUD#qKDcUi0KztEhE zAMC?fb2pkz*B~7bV`*A>Glr}MGVfa@ZjOtgK^P{Fm&qR<=uEUmv0Yw+^O44Rrtm8^ z^G4W>%V4+L){XqlFOZ`WY-a~_xmpzV5X7@t^dBPYp?U#2+lx0F?9+gbr8yJki+c6> za{*O60d0-id_iZlcG(>ZOCLez6eGVHEp} z%LJQ1TJ>?hmBg|{8Vrg19-v|4+OEDudc=)(Pi3@aw-q%7M(chPXU|vzkj%FQFtiQQL)@`)A#EKfTkzlJhA+=7Yfjp>1 z5iugnnlX&8XGUt`igbUfv2?rl@Ld`XXtc+1wh4g~am*5Ez~h)kZ2Z;CpbM!+3EWQ= zoH1R+@KBJ*5%p#suEH9qDNBOaqxVXZMicdih;#Td4x%btBCt>({z6cC&rkC$qURE@ z%v?Z-F`utv$ zD})nbTh1Z+lLz()+V1HzrP&I`rw5BV6qsawWkd4o@#JIzMQllHVnAn)@3iEN6Go~i zs#5P2*}=lyr?yOF4xJ*`GA8KIkTb`z7)$XpzmVdGwh})fe&$9Qy8!fN>u)@|=yC+F zRIo9lclraidhm{^@v^dL(LfbZP2jM4aE6Cy%=qh?H~ULacXGuapkx#uoM}D9 znjvu(e2G}S<#QB-YWo6-XUAqE2n5qe-7bwKxO^yZ%VrrI5>vK*l3zF~XrN-bikQ@3 zVkv%s15+f_D>YaD%dljKZf8fq@n-uYotjgb7j{tu|D97)pg?zDZN*Hy#$>76_!7U$ zlc-mkF3QD}2P_9jODJQ$vau^qFfZ%^uwm`uXQVw!;*i;c%Lb;VgHIFY(+#QPw3C~k z`P07fTq~s`)u>0xK8VxP{~GYVt0*ru`_($)vLf85JRxZ%W3#w(vJ()zQNj=+kw`;0 zasr?@OAiCQ(N{|IRPoqxUOk1`@chlb*_|syy^X@jFT6(BJZ5hc!iVrcpGF@29@9j&EovcwW{G)RF(xAa3*W2wHmZ^QpbB zmZMJLz|aZ+D@dk_c950R#_n%M@9mrm7cXelZWDHa9&?S7&1>pm)|H@Q-VWdWtmwgn ze@aRJJcCp)NkXFNs^!Fa2xYy2c-a;aV_k?L9lm=d_U^~&W4%=GQ||~b;pHsf=K~&K z0_?3(xWH3zk8h^e@RS}>9t?9QP_jD>)Gs&R4!3m6O_Kkr0t9lGf=Ggdar8QTX1Puu z2uU*n(>{^IEcs(;Q+{WPkCi1$!5Q!6wO6KtpUOT15z*rUk2MflYk3b1=Bx8 z0eWlb$9XjuKZSwGO#NrQQ8SNrY@baAm&&Gb5qmwp^?3qMk=mcZPjUQ}1N#F+d=PgV z`K{-vl=yX1W=5n4ft-6F7q6(e1d!gNM2l~-7x^ui%#uUGo-q!EX?Wlt;l|<~FVY!g zZ&PO&_8r%_larGLE#q`5o+NkryBM^NwQcsj=nCuMX8UNiBHURS^QC0{yUSR8p6ao( z10PLi5241J?aTE^SM!rk!4O^9g6C7SukVc&dVCacq=sE}T2+iNqdBUc>MH6nD&tbU zz5-D-R5V(7iqdo-P$Wt~d7_PpC|cz;%v?!gyy|;hQW-~{$f*fNd1i59cY}CjV*G5< zXbLnUr595&RuveF-wxl`0kfU>ceHNN6B3-T8|e6oRA5FUK>tO!bK?PAK%5f9|09HV zm=aNzX-M9gNX7WG7xCu=wBjc_`dWtTtF%{I1r|cqpZ$7vXxA&Le`)uAcBV1-7V^4)8akC}c1 zZkVjdotX?|c9OHyqv_CnLeDT9z$!U+IDCAFITRdrnU;}-WKMJMzOH3x6y1S*&1d%u z`!%g`d1(p2XC)S_VPRnKdb5yzNnWMjZ9IMBSA=g5FTDlAMQ$c-BFoX9p{^}VVnmmwnACPH$2K(RgYiG^%#sird6A9)hy8&C^1(RYI;P?- z+a^GuD*|BxRuM^sPFFE55&OpgUBEzJ2~PkHTfF!S5Eb$&8L3LA8!oK5ZKtF(r}1Ka z%=J@3@vJ=G6T(vd@YJ5CrPfJ7qCo;^qHwF$dDBQn;sW}O?=|#MeP^CcpiY&Vz?iVl zP_W2S6pPLnGdsn|b#~F!yefcf2K!Hqyg((=<)YyM^?j3hV78CIyc6OdYD7HI>z1il_ zU#E4E<(tn_mMb*VF45JBOT4+RaqbWNzBoK?UUJ8!;6M+f+7Pv+D0bIUa$bDgvr-mP z$cV=1c}Q?B{H=@ORVn1Kl`?xs^$v7 zl%Lp+LWVTgL(^7|tvSIi(8rMub+t9l-w#UkWiCq086!gtsyH$ZPd~j z{iM+;lVkUl!r)1z&eX?+&b>lMr)S1=xh7SjoUocOFA(5 z(qT~ph0&^e41MAZ@pUc`8C zw5OfuUTV%}cl7;9SKM$YVL|k@JPyZPQZ6&ckB&l>%^pZYX2e1R7jJk2{v=AoPw~DL zmfz5u3-coxDNN4cwAx}9ZtDtV1#QmuVSGxGKo3=VNEM}uKR%V7U*gxR;Md)bCZfrJ^Ai#0R#Zt;) zjzZ#Oo>)F?w0cvCd^K0`8}|Af5dlRR50Ir(8haHTwY|I#)HH*MlRIJ`##V59z2PCA z14i@Xa_%aX5l3hqi_>T$P$lm&eCNpB1BUCt=U@@JwYlFewSD0)FjlIzYVH9v-$oR} z!$eOy1VIi3a3qPN9*4e!;tMQD3?;f*R@c4Ls?I*k9kpG;}liRZESVX=UU$N92mx7!V#cP{DN*t;QZT+8nz-NR-O|$TPylVhh zD!NI-uY@Tq@>=WGq3{Nv9o4X$`2A+P}wII04T2c06A z`<)y^n83>-8&HP^_oU&i^b}(rBjd#_`5cfX`=KU-Sbz)f1g~JvMsX6$?(DD_kCE(d z9)lcJ__M2sQf_aZIsW2U`+Kb&0+U^kUAiVW&wk`i2e}~cJ)j(V)~LX?hY02WI>Ezw z@cr?Lj}#|1??7NFW1eeq>)~@a{Gmfsq`Prsd*uQG-3#mKpl~YLZR`95N#sP;Mv1N- zB8Ij1a(L2GpU^)hs&SLb43zQ>E}plY2d91k*+iPhK7(KU5wSv~L}qY@h|wm0512bK zs+UvOV##U`h|7D{3C&-E_pC8@=QOLm9ie5Bo;-7)I&G_6jy&Hh(hOn|}OT0?9S z#Vn$8*hl6C&fdlip7?P*165nT22&6TRH1Rxti3Ka`IK)Hmp8R;O1qf)?hewK$&JCPh$xP;9Djzkj76tLG&33nubumlD2MK+~-giA9X)x!5$5N z`SsozDJnj5<5toG#*7cS;@mzL8(^>bK!J2}j7&P0vV$2nwL!hpk-jq};p02%+%hC0 z8dGe+@vS-$hgm|9r*(|GI4E24RwoEHr&jF0m-ch-*WZUo6!8n|F>qPU)}|hYnQMei zbw7A!#TLFd(gP=L0+=cN21k&fH$XPj`z%j!YV_#2$yX4WK<0sskf#l__(m~D0wI2D z@GAsx1I1N_zDN${YlHz0MPL7%W#QM4H=>G9)VW!~ng%PP{HR53B;P_= zVDU0V!#+5ON&s}QL>Dy$Q0eHDaNaL_vo?wK^i#jRU# z*&sgd~^gyo??I7~$o65AzPv-KJ0@cLDOc zQQuOGIKZWVuK&CJz0CHD8@R0p2jxW)U0X)MtbA4&XT!c+#`2OX#s z0rL%e&EfIs7Y2r}KZd+adG%TC4covCFyEpbDA>9qvYdi%_wR|HR}MyG$u zPQT~h+bV1oub-~!_$nUc-Minl7W+{+=~v36p59P%Vh2oEHDTS%B7%1g2{sy> z|NYWch;@hbOQY(Xet(*O=yYF%n|3}m3fh?ekj1|_<4|a4D)Ra*%kL8f{f$!**c3jl zLU!-YYRa_PFS0v}xBHIY%BqjD)kz|5G6{{RTQBrpHX+A*=W0)BRkU=ow*AvZ7A)&% zq-PL1(jHL5i_zW!b5On3a5?Ocl~@1re{T>@srz$IaOkyJpyXFM*&G~K`=Cvf(`l{` z7Go~xP;J}7cZmnr^6#vD*)Lx$)kMG)a1ur{lia$Y*wdb@-0)8h4lge>%-MuGy*>*4 zI&ga9q~Sb@lbOc8?Itxi9Ry8QW4tey?)v?2GQwUxdL-j&wJk$b2Auvp&2`5-pOh{S zr8_fY4g@RTfRLGD*%b2tw5>dfEvv4tjg~qW}_1UMhqdoNf*#TI_cwNm0o5^Bp9D6< zIDXpI!l_t4?184ahnTYS7%h=JJ9jA(wJxm(KFtnuD34=%05nBW%Wt2LVu^Q0O)d9f zV_9DCY%G~~F4^Y=9qN>M#BhdP1BAa6zC#ER2|eTWIJwqsev9{VM?Rr8&yCd`d$wy5 z;#}K0bplpvucpJa;mR3|8<@8fw7~8zl6k>bUtEu?!C)N>k5lDE?W=G2fH{eXC*O;B zLHp3p7ZxRC{V@ie-r>&5cVMU_UItId72Cj#zbgq!yvI0#o>En*p_)zL?RbCc!YPG` zDqfUq^F>o{EVAPG8#!LqE@qUvcl~HbkMi!aoCES=9k?9!rp)ecE;~_dzOcuL>_j?* zh+!&?)$y);{4-+XwFjeE1Xl4AivU#CHi<2!xPnI7A@UmavC zlvtk4(ie>~2A#bI16XZ`kB?G(-kAY6BSwQeAlheZq2S^)$S94rE@E4bJCaZy2i+U5 zo`g zKMJx+sN2((>h7Ldb3qtc`%vthF{K72`pKRTY~6Df6i8jTX$Ormv9tEcOK|k1je{H@ zVm+2j=#}`GaFbi34J3XDeYj#!fm^W)Gvb9r1Y@P$-UJ@!9HhTg@8sfc>uh~LuV_Ij z5oZ;FQ`#g$-(OR>!!|+jCAXHg4C;~)Vf7n?VdOo9VBPSdqY!?6NVmyQ0@N8;B$ zW62K?_3^j+CbL#?r=u*>ETOr78R#IkD*`Dp=`&GRMEQ6T#44Ec;)#+W6tbU7nc@|f)s{qemyF=Xs$#6AL zl5iS?+>%*HKXSvByk+xD=W(vNkP*Eqps|;M#9=*)yut%*d9OO@7^gcqIH{A(s^p0j z%mqspZU=SlNN7F*yDO0fz=Ech*B$piOsQy14?Qp;V3E7L(0hlQ4_Z}iY?LIFJKc97 z2-lq;93bQh$Nn1RyOIg8WEKfm%h@TGn}HUgQ*Eb39!LI-j>~p_PJw@RX99BPMpaNz zB?yQ!VoaENNn_%Y-MYoDNe%hsixQ@+EI2$Xp8C1Wn?Imm!(@*dg5Um4xZd zH5Mp$;tY0 zN@vUh+7OusHg{y400(O&bN-q5&))xzp#3OCLv(lBa-IVgtw*BCdDG9XK@45!%NYD> z#%CyDNVrN-ubGZI4-fk&V2nK}k>;RT&;ldG{m%Nnut*;=rcA=G&Oq=`NxS~{E@-1i z3X@7KpV)<66)ifEOS21h~}6e4tAW*20Y$V@CF6 zlQ_t5lMyBl*WK>eE4(x3ARCFn#}<9*|E)OINJHR9vwvdKt8he zMKXVqEE`Ss2EAk?i(ryMFO9k2iL_Iah;a)QQYGIcZK~I2zi?r?x1Y_xl1a1x8Kyd7 zY}t|Gcea?Ic~6kJB+?BG`##k;nAxe>1WvAc%Do|A~FIkb(0^8P!S*@riFa!Ml=PgXKScVHWoz za|6s4N<+CnKZAmg4lJ-KTwKOtv}Nm)zh9bvAjvEys3Z#say^4GwTz;>`n3hLhF1?S zxHTWrb=kvCt@S>?6P2?l64Pb>r=e7O{a}*ngvPIy2w&7I9Pg$ls4I`NHfGiT(0%Ud z2eGvBFRIfVicaz2xzPv5+v}bUFmhu{S=MI0_6EtBn~`p7q&D3c84goK1!7{Ci*>7f zI=|Fjx+UI+y3gWfHgF$Ux_nP3-=k33F zyXrFPx+E;K ztRp2(y*mgx3p>Vh_#xU*;X(5ydmrTmXh#%WCtDVjZNZYvGbRE3l_YK4-4tBJ_RS`m(~k@d6_R7Y)#Z{0|%t$BAiQqf{@A; z+If6j6q&?BQ8`l2gE`wDb9z@kv>uBm9<#XRq~SWV8o35}0S%`1d>vJ@ zN7bfppYb{!>RK;vzU+D~r93Fls;QiHnAEjASCqvObPZLk@Rk77HMjxGjg4Kf_?1$4 zZS<+eEj@vc1Bf_N5!2x08^Kd92{A5;IMfP1Cw%VM7rrd#dG+QfDbDdE=qUg-?mptB zX#bLaGi+H{(WsF(UlMt#A|4}{6i+ReyKE)>dIA59D#exJV%CS=TyzF%&PGpgO|E$2 zJ7(&h012lN7-mt=6VmW!Wj}~rDqiOAameYKwSaYXuUfU!?ZzZ*ngaq%>mpb*C+-TD zZ+CaK&zpznKi`NsSR$O7z|v&a2K9wOWnLF=RT52!?17dbls#;>qJ=@o|B*qL_v8gi zuO-vsKJW`ngGkUC5EmB&k8*RkqW#RKwEYi`JJ@>}aupFAC16+i=@*)+2h_gbh!+Qi zC2`5x?JP$8+`e4CXakEs*40aps@?t=vK-JbgH9pnCW&N##4fVK8s>wTU%=Wi0FwlU?&lDmYa ztdT8W$RMd$Mxj1nr&FTz9HpW7cD3^LL%`iF9%e+!ZL0Odz~b_|^3QVe@(S?4OEr;ood0-qGcWXVy*Xkk0pYFO>yO{sE)lI$TeewCLk zQdR|r#Ndhk3Jo-_kEgx!FVveMY${Xi`b9UGq)(aB_tfS>sM^mHJZ-As5s7o4>GDa= zz*wdL4api7f#Wvxq42bpGgOy$sFY0)6`p68YyANDJOyXD%v2Vluv-B0>-&lCMXT~H z{pG%GWxTDwWb*`--r*wPf^zP!DWmD;v$jOh*X@49uEphwYpCkx-cmGwsJWK zdGSF$DN#g(A^YbjrmkAaXwr(q4P1*f$% zEQ=3o$cmwC>J7i^=JQJOqwQhwIgpOr3ZvyJzsCo)}W^umw2kYiwIm)mKv=|O+NU+ZYe@etm8)6MsJsp56K ze_wO-6KW|+8>jjXEvn@B#SR=cXb05P^SJ<^xfVXjR~BbZFQ;3D#nODNn7Tt5xOj-K z)EXXDWTM`#Ts6vhM~xCBZ`oeJ#spqo6U4aSOjam)GO&}V4aF-Is%3sY^U&fc;H2mm zbyWhFBUeu=It4m5yOLe6Br-YZSCSh|(4mQy8tS3$4Mdb2M9X@0#L5Y<1ali@cqP79 zS7c{o2xPafx2K^53bmYveyn+w=N2n`)GbVTP<`m6WzmDoud{@x4801Ak04Eu+;vef zkVN)H^(I6iabJL4Yv^Tv2RF+hpzA6eUx({Uh4qTX)1z}6p{YIypGTh}WQ>9zZ>KXc z$ylMzbc4)!;^gFJNM?9$$;gga=EpA^eOFn?e5@34oL^pkXB zl)040=~1g;JGcj$hHev|a_6!HrD~KbcLr*e(Lr?QA1VoMfD^q%+Npdi3YTwj&o15l zDS>Gr-j~V^KeZO5IVpQuY*?9wOw{KrR={*)1W6K_rbL1#s?~YvCi{yZ> zz?$9#?(nmx zM)TF34xnYRKwZ2Xen>Rf33frT?Ep9GEBxH}`o6?sbv~Q;&HXOw)isjGZ*RX;s2pP0 z;rv;({~EI~uIdc|d@-zw3TH2zOXQy5SL(<*?qOrO!mazm0tBq7;}gHGlyvW;FLy)9 zfS(|9S*E(OoW^qEtbFR>(stalbZnG`3QkXOp;t0k6J)q1K~0_tk_|+P2={xW)@PEw z7$eG&H>&eG2~(xsb)|9U+m}a;Ew>Wsm)jc$bC077DHtQ%h2awq<{el`3>HQYVaemU z$I2yZ<)qu;Pis~>*slAM;Coo0eNLW?fflrJvoblIS^fXQG`ycgbmIj&*( ztK;NA-!}(Te!WNO!RUEJgouMqot_ESrI*#Mi*y;!X?mMO*VFt%y|Y9NikDiY^$y>Z z#@im^uz@Nd!q~`#r>{rTIp{1N-ARtUVp`wVUYoQp_1kHk)?TO-wX!9dE@HhL!gtJj z_+dVoHUY|sct!glb!H+qxE7Q(!bGLc;GI;^pvq4Pie~D;k$dVJumyIrW+@eM|XE5$66)+=ghXH^q|` zEl$${=3)`i*8;rJC5^i4pz$!xkMmvnpca+ui(r@j7|(CbtgDw#zG=M{>I36N}( zzgBwfAY=Mn@f}~HKy8dCfDL5`B1s@APFYN7p{3HKj%zh@UWRswPelo!Y^&*ai(t>N zFw-M(6v`?n;&wZVtRK%@6Pac!wsu}m+huchlA2cqIWez=F=DdA#;Jy220ZiG7eM zNCW$fkTa%P@d3vZv7M4E-cx>EhhC`dcPB79-Bzsop#a>#d4%u6%qNMJq3;i>OflC2 z>vMSet(cj#-Ic#~m?Ntg&*|Mq=znm}97D4ki%=%!=t+kS%&ecyZV20A>>}TAhg;Dxnxz09#+E_rQ5?L4$a%OZ`8j|vy(QpM22Fekse_qGem+&@{Q@dNV?$a0@ePF}fqw0yhwe43dT0E*l9 zQ*{B2GB1fNOpb!EnmYyy5jR|_iA3RRVncLmv{Q5M95J|#2c?we^AU;@nI%Nt(qp6D z_Ceq7<~LSM_H`4kbo-=dgES{PzO27IvO=oS=d0|kSZnDUY{!0ZrbKj_XW9rg-86GQNpkkGy#uMBXt8J5Zf@xh*E}j#*J--q zE`Pdr*7R?rSF#;^L#y_ORwXmf9OMYRRh(DZ_;N_oD1A9C6jpWVd$rtrze929+GDR- zbw!_Bc<8ImY`JGHz_)QX4OIhs&|BN$_V^ifb?>q(#Wux_q9MViAEo@}$KsQ%**x#qwAyoO8QqhyAQ7)$0*kp<1~NM&GCvg|_C~ zVE8$`d>Z%Y{fbhNg1>;b$wT5@67@Xyf+g;}T6=B7$ZCZ-)RHODeHxzoE+~9FW$j*F z6;38MCWLkFsqE7OPdgqPY8*WEZLQ9}4xA=`;Nvdvc8-G+(VYho`pqI0s7$AJh_}zVRh-{yMNSpN;=Xyvbk0 zAP3y>xgz5iV_7}bY{-(or^nv^-hS#D0FcOo`${SZodfLtp^_M$T()|8|A_8y2I9tS zkxxUAvB!XA=}|;;Bi*e^FK87J;OA?ZkqzrTj+4c|O}VCvg!`66@<60#OcIN1pbmS9 zg%3r~Pq>MW-SeDgi7t*$0&5}6<;&uizXYZh0B?`<5yi3|IN%x>a>n7Ov^)HbexkU< ze=I2+`7}BApF|xLk(n!I|Bd#MVoVc~AyvLW@5Vgf5xqJC~#t8+u;jSCL@Uep4mzmuc+d^p}gkzu;dpX&i zwXLA#-P9)BG?G}bs*Qk+I{~*dNg^)Mr6jzXQW=P&$O6r8CJ+ga$oFzYWujL!xr}P^ zpJgKvbVDv+o4yMF`X}Bn!;f8ZAPMPd+MPDbza=hCSgJNHSqcZriQU?QxIa;4uhyxJJ_^2Xt{ zxJYsgP3XlUeJXc5tqfVQ@am%Cju7nmrWP@ceI6#)q;UpPBb=QVJ+l*7rl(9)$Sbro zA?98y6eA4jwQBj4wifkGK#3v>7;4Vxl}SN}0)R$&O4-kfGmbMns+lReH;>m^;=_hP z+?LI2CATrkUXgxF&N#8ze7prD*LL9}ru->GnjtL)-P9y#Ns(`>!LeAmhabO=tMs2% z&Wxh<(r6t*?Bci1Xn=YE!MeOz!4A;-rpYf;u(>;B7k9txACbwR-A$u(9`Fqx|7uQu zIUylH#?G^)Tbgw?gKQoO%WS*5I$%cgvYske?l1 zI;UHO7Tg0i)8C#OxN2lv{n8%RWz3WI0(xkxol3dZc+Bc5gv@Jmx?aQm5#hT4$?V5X z2A5BBQj}H?7wKLeKrY!_Hcupk;yxq_toi(>Pvu{I{^NOi#x#Aho_@jhVoZ)Vh4@L@ z$sDs;4uy%Cas7+Ij%0cTz5$q*m zjslaD(-?xH^6%8wX%&qK?;c=koZre|l?Kbt`s-?K7nBoLiK$0c!*ggy zR$3YEeh)4GHuyB!4g<9x$VY5b5=&)LlGQ?*Swi#zvj*aF1JwS40pl;nu~Z9r6f(yE zE^7nV{lzE_9&2GtoL8!inzBHD17%Th$=CNApAViTs?xtp=r8-~&1ljp|6yh*prRvj z$nWQ~<*B^0r#sjWc;O?;cGig?>(sLb*JK6U&0MC?{Yu1r=HqX-XAPstNNkr0y=zm> zf6G!M4>VDB2+nxP0&B#z$W+{8>B6?2&F_O=9%+f_zci`J&w1HY3mCRsQ_FB}st&!+ zzhPi0TySx|K-6!*INBS)$Xxxe3{|$_(P*dFR?xkP?IVejN_y_7!kiRKC29=8ziFJ& zeUyr86*NfHKPW%=JS436bM&#Tp>}n2jCrNk&;T;s0+TR6Np%Cg;83?;l=VCe|B(s- z5@KCo2$q0c(#)Uh5jGS!`V&;nFxxp2;lkT>dm}K-aMeu!fSLeqbYg%jbvNNG8+|Wu zgKNtbv=@Z7y9oXgsr2?7w(;SGghsKj@|N+!Y!1}V z2|jDT7+CN5SEaHc2)e_c<0d_BI7s|vsx~fz%gEyJ&Xke5WQw34J*$SZ-s{9Fu}~?C zM|pQF9VZcz11SGR*-bq*3D~<6H6a#h?C16z66QT|vwy2xzB{ST?^sP(sf1*s5nU^P zLDf_+*|U6W?B6;->*YqK+m%K9_o$Q};%O9y%4LICt1(cvO`gMJ{r!~N?6$Qm#8Eos zw>HGJoHezPEr6517}nM0PiTIk%*;LxC>)zg*rB%O_z{|Q3S@;#nqHHb5&)S!UL*O+ z3M+|nMPs{mn^ETUe(5BSDg^QjBE?hF`OzYzBJ??KmL#OlB95Q&ty4{B*9(G|%y%PY zWqr3v?yW9sGPOrVFKV_v0_w0OP4Us(zjz36g^Dwz8NGQjsq@XugK55F)A^?JK(c{b z_SGeLTFFrjemdrT_?mAcvCbkn=M6N>%ly|l z=wQl*!#X(S>&RX&uV=w^Fg2E8WDC4u^qsFUY%Qg^$~?jtUcR3)8~f zvABToGQ3ut))TOV6qY=RDnwV~QvYnp-T%_K7T+cr zgJ#!yvM~$T3Xr%;riT@cSX@*o`j3N8;~M)_p5K}Z%teM}f-K_{ikS=E+C_;GpCUVXA_)C&T^;s!rcP;;Q3q6gww?N0??UX*7 z@f#Sb&@>~ShoG{u_i6qXVSF!xS{#9zp?4O}uKAw?klRE1mQH#SyvDcUP?a3w+>tl3CFb3hQQ>6L_VGAO9VDy*w?un|SaKO~D~u z9(I3`YoB8R3xdn4CJ;wu&I+hj;zKR zy&7)&$2jp9Jp=cFGF6UdN?;rB{~T01ab{g`p;j&f?*xavka0|VhW-d%UB?u1Q%OJW zBhGsERUONy;{OP$G)VgME59PY|1EFir)N2ZN&+S#5WFN|{OCy*j)xx>{=b4(puNKj zH_7C`1+RKMO5<7jB3Yup1+Rjqe1$o&s<&7#!O57g?{n7DzrxqZTR#`pX}IvU7UWW0sEj-(a<%QZKoa9 z@a@2B+^5%LADo;>yFq*6A8kw+Qf!x!sN$~B^8 z*y%dJ-az{ZHiIitcqFgV>Kx(nRRt(snOU7bw-edg^ACV0K2xx@ZZnQ`=UC-rW{2f= zdQfxez=Mh6@MXl%@UM$_cjIR}UcJ`5M?dle5#Dcpv-+|evC4A78g8vVE7KFywwc38 z)Ms)o+`dkN5V`O{zw$%K7{iMlO40L+N{<1%nQW;K04s3(rRq3rYRY=d^7$ymA)Dm@ zvDZ?X=UcbJBb~i0(xoatkK2ZpJwdnD&!zcC)7|+Kr5Swpu7KFpW4Nw5e9{BkWSdo@*;+Nha- zz&Qvn^*mDRB)AXunpgM2dxikQkCu7L=GS^nH zjABD^BkjHG8_~5TP}!2W5(PMzDoOZHo*IJRb*21V8S}toF<6G2w;E zEqD)aEn0^)-QN5jzCRCuM#S1!ee(c!`W`e_TOuG~;9!$nl=a=rf})%{xUc3Hd27%2 zPO~XcB{%A9KM*<^*baA#RR~T6PHGCQM$)YdFByPzf`Ff)rzKuz>qC6RB?CERkCzwt zjCVN5Zogex2wmMlcYr0l)umZ?En8|Rump1`=t|Y70rz$@%ZZ4cw2UtTgM_x6&2U~A zkkm7hUpxl}al9E_LLvDyp|?6AxJZh=6l*3V2lN+6B4^W@b$~h+q{{V3n2-@wv{wQ6 z@#0f#L1XwFXx*uc$gVcegHK>bD=VRJ?MrO?FYRkwi%e+-7e)x9ju--<;hO^E@IeWN zJ$!4Y;0o1Ro-W>6p7B;aib?;&t&!fgKf+gZ0#t!!q^3ILz8=6rLHRu6U6Q6Sh{LC; z90R?3eqy`D506--_YvfJ#?`N$kNv{}h-&x=@Bky(L}JmZ3*=925+o)!NV|)Mkv~xN zA~621D&{i+SH(^pBd<0qm9Y5PB|V4oVLL=AP`IhFz6@S}IM1lDVPP0FXaZPWp0sdw zw!QM$D(p;j)Cq<73N5A!_?_4&n&FXCI zz0E-K_QzXOF|Szo#JvUASbE(kws2OjM$2}38z3+4Aik#e%mnmu)?_e!m~|TD-kDm} zeC=9(QZ-{bn+~nTUgJlgT}ekYV>F{ZO0EorYhAWtgc^A*>s02!miHJOO_KUr|EOn; zgDl9#YcdHz?S34MwT9)CahrF8 z=Yt@Uu*-hOH&;pFUDS@(PbI%`(X41BzNB>t+&)ANe-6-X!Myl7<#EwdbV~sG(8Cp` zUmjPZXnFK~y0Ke|L*6VtGBlAdaXyG}k1asYr&76aUT7n32KPWuYx3N5y{uX&4Eh;i z_RQxB!R_sMREYG0Dzd~kQwN#(1i8Ir_FsYil}@<98>+~Ru`Nz+K4y;nv1Z|paB!6T=ad{2Z(W)t2qeuxr)6Vszou?L_>%X=c9dn&OoFY=mp`v$2^5iBB2&5ZI?c z9tcN>Sq>Ihk#uxIV@kOpz6l@S2xRiRT7`QM3-D7Kr~B&TN<#G@$y}zDh95NOnU!A4 zU6?ZI?{U?vcp=E6wyJA$A|*f6)NcSiF$zoI^=M<+TR!UBr~s#$K!XYQbqxbFSmUX)d0xD&r#QUgt{vxYaJ} zfaH=|qi_+?lnDfXD50F4021uyrOvo51=FGwJA5cfEl*zg|D$vX0=@Ym;ZuB;vz^^Z z`Yh;2g;P3uZqQyjUIiMET^RJ-G$qSNOXj&XPV|I32?))KEm4gmn?u`&MJ-?jMiCI3 zc}%aDjWKvI_xn9~bp3710NJn_g#589(?9feuszoXdePhnBueLAF{LAF0L&hSTh=lo z6xvTbZ;;v^bxJ;pJMta$PCPLn+jBMT&lYPHUyXa7-C_!pz&HJKn?k@2x?ms2@_lFx zaaE=h(5q=oqV3m|b%8<_BtO|M3*PHlT=h(x1b zx0+e}yOFlgAXO+D=58emx9-l2BAiDcy!t%#ek6AUOF1FgYp=s z&~n0FWZY}S^nsZtlsho0$f-+=^N8i>S)SQjW`ahCZQCxY?qn!F1Ys&-muM!*qUr6I$*r;(+ zVIbk7v-~bEe1XfYg5+5GDbM+>C+O#8Si?5wG<_pe9!L)tv3z#lX^r-vQGN4k6?TB? z-&hb-!z|P(`lgblOn#?Ti}sPiXd3XRx2hl7&xJJ(O2s{omPd(VO%`#)k|AZhZ~Gm1 z`J^dIQSJTfZ?AdO8{!C5xhuqOAO%8Jz6h@IPxBsPUdno-z;k&HE)DN0(8W!P(B6i( zrQaz%(7pJ&@2+gr#}ul#`)u@)UMt1nd$kA1?{vF^L~j!P-<$OyO$OV**%^7B5k^c? zp4=Nu3yjAbpRaAQCRi?~&ZmArY$U;&uhAiB)AOH|3v-wg;=yE#8Vk7%CsxMOnH;_3CU zb~ClmNg;YDp#aS)9RuSo<1|4^O=P;bOhDo9DEzK);wxxA-9u?36^gDuT zV-!MSJ1by{J-;$slUl4wvdoS~hHS5gxuLz0osZ0|r9 zF+A1Zl4w{(&XcchSa|x^Q)3CCrmR@hRKyNiW@3rWTf`}|Ght8*V(tx5U|KE|wZF41 z_APDN#-4q{$;i=8jcd89a3(s0-yQanBUb|n!ZCC8#$6Zu5;ss8?ca>e1>ME(LNc7N zIw2$7DK7B3_-b}<3$L0j_;-K=G1H33tzqAqxIb=&n?-_AT<3?v<-z54ZiK z1fMCVBl%V7G8X)gV1=3-q!1^MSDX{8Anlf-z^)UpTP_4r?NZ7}nw|YjjHy}_N5U!0 zKBaLr9l_!c@EvS30{OgrLhzt=d&7Cd1J|#zOqI;UgF;P6 znhI`-yTjg3FzQ8ewHI6!joZ%+I#tGbZZ*mJOWMeoTNtS?OMT|B8i90Woh$IuqNxHnHO;5%%!vowj!flMN4@f_h_{RE< zH)$UU{j99Bd% zY!R2;s6DD7s@zSAG8?T*k<>q<{CmO1$=alk2jkn63JOPw&rCk=qDhW)yTY8u7^@W9 z1d%E>wQ_?8Ez^vMDkJ_A05$*?wDU zJ2`D^S+7|I?!DD|9z%@z!mm zHIkviwDOMWR-Mh9=7gtZs{HC(geuxl~?B@-A6f@Y~QrNevGX z7R;Hvf&kX0*nw1FPletn$(b2kkcyJ#6{v45%~7dd+^D?(L8mtjD5h^m`R`4(Gdt!hZ(EAbIZ{imhLNSZ6 zt+${H9DulYw8qj1x{I^^`fHqr+*fJM(d8a3Kutl=;kOFq8s>{DMk6dzXH;30>-!w- zyLmDh$9G~|f8v2w?OvFr%6`{M;hBUKk>JXTLZ);K94>HdyG z_5;^%yM47?0jt>Jcgq9N&%bKz->!7(p7_HnF>;(n(*zx!UGclLQtWYieE-xZKgeWn%}cg)Pjn@>XMS0gPZh_X8 zI{%xi!Ij2K4DDDhD%D2;YnY)S6a0lOyc2A#yBgy%+Cq|Uq09Q$BCfA6kQ3MPk(S%Z zOLu?k$UKaFgn0(h7*}Hd(6vD()%Jnw-UjtrLTLTuZa9<$U-s=v!h8YVrcDXxj!Ts< zI3&{=CHGWa?r)=LZ(ID3x5^V2l3RAdZU03s$JNt~Yha$hvY29nMFHPr3np)!?IP1Z zshYy=PM{`IrFYXePja!65ExPqBFhOM9_qmbyb+F7+IL%?*-P^t$Cgd-(^G=X8%v%T z3^f*=N}RiH`Y2f}!(*3j(Okn6wL7S|psmF@sA&2W7+%58U4jRDzcD8a9r4+Ywj{pv$~43SLY?$yQns=S`2_cUv|_DEqIFY280 zixBq(E`D+ib@sM^WSh%)>G)Y@^|Kl};bRFSm25tBktfN$_2^0Iea=s*Kj!aj%bpgCcU^qqo&M*BAGg?mlOiB!Am# zFW#8KqG=nSpzXr8B~Thcf-aT*D9*M^y9Cb-EjeA(UVVA1+LNGbk70|I8TStC3pT7% zk5@u6IYPqFq;gI74|NdwuF^lgx-)O?EM0kxU*HIhd%0va(=H)Y>)ziSL|hI^er5Wv zo;kH?`w9XS^X>aUv&#GfyNt*`seX4QM1yYD_n89^36r5AOrgJ7(z$kxd{J><)H~;I zsvHm#zpOkLJ;@lK?l7|)`i1edd3hLLgND(2s$9YwIEDhvFV`tXm@6D1(pc{;2}h~N zsg>pqxfO3eY^nO46tB`_86vVhYgFG$eB>$9CT!19z58GNg2VrMv9g9VIuH8 z!j96R1vv+ZdPNOTPyo&rxC_?l!vYZookN~I;OJ6 z*ZvvFmt}j>oZhoXIz_QX81jQz6OD^Dwqa4Lnbt6xbHT=kMi^yq6>O9&uY>dp+L#@e z+l~5hAl!fKq!H3}31SMUG#nwIa!U6J)lGCQqM!m8rk892%0w8!Fde(9(NJyUo$nrA zPu1jaNMpT3r`z8L6i7=Ldc8bR9W4L5@*G@&G#!w9W6S*%A-nDuUf$3}USIs<&=mAz z2Gis34FQ!BN4&7i_~h%v*&2nt<&F+0G!!`9hGrk7v+Aq^52*j_1aO8z>&I@i+-J0P z2cz?5xJ4{Urq#8N2X?3)BjNGqnY(E4Fp>_15)k!ckpsdc_sIYy6~MGxmh8A@jZ5VziLe@d;AIxvU8XXoRlgDKnfo;Nvt^N6*P)Dl@^Oh ztBJf2Jvn+Bg2A`zb8)!x-XfjPd>fdDOyFOOGM8|uX6nnzI8)Fl#Um)j`jQEK_RkvREMk!--L>T1vujRb4jSNGDX;#MbIe$TI_wU@1g#M}*gJFr?emF-Yvcz5kVh$m=#x0XYv zG0ORwYHddx?Tz_ckU{I297D#BY>pO;C1@nH?R%s*S_5vQ^w1CcS+zwwip21C>u#+m z6;|QcWc!Mr?4cQX#<#a{z?z(F#;5eoVwD``*7H2?oyTV0Y8ABd-Bq}@csm+QGmJJJ z+B+zyxL`1@5IO}8DT~A|Di~!kB2-@Pqk*#J{0pX0PDfsXu>c~L);r}}N+o!2dKXez zx+*IQHBnRZFF>Npx@%bw9^pl&nHQSJy22GK+kR`g)AlU%A$IgtI#P9TOe1@M@8pHX zS1m!wp`qDGL?Y!d)p{qQMVsJG+$j zv^n*X2hq7^)(C_YCvUQZvm6NR-6W5w!z{EG`SW>Y6}ew3Gc0rA=2@xL%yCiG-iy|0S=jL&!#Tw`ci#7?J<1pw z=ZTgzvVOvUjGPMHu1w)1ds!Z{VYDu~uCedWa@q4XWq%q~uPZJ{RmQhve!hG5@yCI? zVa$BSLK{0z3|yZ^t+?W~z7NY70I?UAH9`#;hp&^x@H1j(T!h%?Bx%OSunv-^U##M1ckWectWLwBMkh_{ zRO?Gy*42*7UBrn88LTstiu%}M;rARTbkOvrM7Iv3N;^=Vyu8*EWkbCtJx_EO8-xKx zotAKAcj$fZADbq|8IGMf1N|SHrUPdtkE22O5Lq}j+RPI>&F-To_y{oKa#cq4F>O1o-Z(kNm$yi#zhw!f;+KQ9X=vOSPEv}E}{N;sTqOt z`AxI)2rP=s(OltYJlm%G;(~CNgO$nd5%lbjUGr>9nwMt8M$q6K*flTyvTK$a=_ArO zmc(we&8zuLo=WKMZhZO)D7o}gtVH(`;?dnpp>Lo`m(p}RFq)BBY2`~e6mYw4UN-YF z)sEx5(D?)`9!4W~2*KCzgB|xei|>@7i}XL=QQ-ZE!zP`7rP#m)=?0*4W5kF1>2F## z5qwOqo^&JhD|*zc_#I^`EHC{z%S*qpwMtACN+w{YK+;b~Vq|m|XQ7EQGq=F&q$brs z4fO9x^{g>@j%SS!QLc3DWJa4YO9CUML9&F9XfZgfn?kL$$%nT9-q?i%1@tRfcimeC z6&`McoVFH<$oSDKqOSny7+q4G;88Ly2K&eupf0iWU+fFXMfI>(2sz)Gb|*Zq;fzR> zAx$b#L z8zt9c@+5RZYZ4=(gtTSL8VkKp!D}+7ULD$Xo;*krF5o0{zb86}Hc177QDgcNqXG5U z5Nxp;y{38^@i1)iW}i$U-(d2~5z^$TYZz*Lg;=EsPrLsaZw)=i3oJkdN_TIfNowxE zd`xjhNAM#*g%f$Qf@QnBu5k6D+R`s4Bj#vag)uh7HC~0|VwP7{m7oi%HqIqP8iABF zb%gM&7Q)tB)Y@p~aJiNab+FB!=EJS%&=a&6(TFNNm!2|prNyAdctUpXj~L)YJ@FGu z-A(3*yU8wga~Sht(xXbj;C4)&x`kr)n}a~yoFiYJ3aQ4nvyI1?VQh#S|8>ip@9&kz zAr{|S`}9+c%WpLfuIrz!}m4Xjwc4;YPXAX zF-gDNr+t{(rt8X^aja)}R(3a9rr!Y`n+gSUIvh}7w4-@q{KusDWgxRldU*a5_ske+ z)IhuA&Gqwi(&8K&1OOp3Vtl6JkUl}^&h&DcCkN~#^9gO~<{VO@9mph)K8PFhG`-o8 z8J$)@OU+mMV+pmlT#7<}oKlV}=~AaJJ2PEM?HAn;#q1{aQG3C+978T$4ep)vbCCF@ z?Lt#k?kG_dkV#c&4=>-IExg)%c$I6fJu!`KI?^c>8w*RSOjREW1U}>s0*@v*R!1o4YBT z>K4ROJy|J8=X+EiY?S{$$xg@vOZd==s6gHhTX;{A;d~Y`Eb-0H1(x{#{2?0_#cfw%F%v6D#ajPlGhp`^$;Mkh~ zKiO6=c4ItH=7?!-={Z57phg%Bd%{9S?L`p_cvryr-97G=Gefvk9R}N=geUvaZoWub+kpGOFb)V9q49!> zu{QcGDIyx!44a{30EW(EIYi*{IO5Lin}XRRWY-2Tu?!;K2AE}Tj_0v&-L6bwhU1}9 z-YROYB%F3Rti%&^FD^e@zWRcZW~2sE$)BmWM#T-I%6yo;(k}*r+AkRU_o&DuD18sb zU8Lo3hHzM@4v_h%#xAVeE;qCKsJLC=E8A5&s5X+}BF$i^I=sq){RLvqRw_MPAu(M| zkT^ZN=|<~%Ojs>^RrtrA0RP7Y%F{m9g0ax39#JR;){X%KT!JL*``bO~O`lnqmLK0ZP2dB~|WGwP@BRKg33s2sG-YiBx#<&Z$LSm0|Iqj>wXIh6HVx#`Pv}BY2o4H2=89`nocn&_X}R_clOoB;l(HNYy@#0r8aXMO5Sn=b7I}< zP|M?P@#$GiTC-2ZT8b7v;Y0CZctf&;DH%|dUbS4{raDM~NYLcEz^6W5eN4Whu3V#bt z$*kYsL_B;5i`p9*%u^`NQKg6C$l=57`p+Q8JP>#p)IbHn+$g&?e?k zA7v+iB>rN6p=TbNCihskl;Gig{KuXyRaTEscwvPeprTCSCH%>MErV95ML4cU;llGH z1Y0EC58y6F;4IDOfcRw4^sw)d$Pp?(J^^uJHo`orU7_eiV>Pg-bnSrdC0qS-^K?Rn z2^+qT(&`7-ep`aekE7d9eXzPq^41*gi5>!m1}t;~!m^Wc$`@RYtEyIn|4YO{_wpls z%i>fqp=R4^UpWTI>mVbM5`Tr)V9bHoc{x?2%Ub^+|NH4>AR6aTxb)&$CcSrpubm@s zX3aACR95Xh32^F z6yNKTroT3l3h<3&ulV-G?B?OCbXG>OYyT}Hv2G=2CPA2as;kt`45uE{s_qw~%xaSOdB1J_|dNaX`BfeQ`^FRNT zunX8C6`wUWlLnvhVpw7v6jSP>-0aAIS zce3XcAb7%n-kX;up^kKI&2G{z^aKARsG*qyIpCcYb2qI&jU#`VPfW>85fi(=0WVRo zAmnY*dDI}bcJUu8k@ilcbJ=a@ZyYPAG>H9X%YlWOin5uEh&kw_FvK9Hzo|b1IaWNs z1PM!Q|BLw^urju+|N8932Wk2ks46tB`I}aOii=R-&neE(PzuzixydP!0RWqIT&Hk( zyPbC{-;ZJBkn|{B&@fq|R)mp#u>-;;H|R2ec5}TYIu5ZgOR6|0T+NS*jH!hjXtGvv zESP@lr2ESK)sW8O$GfJb%={g=2a1a*7sh>R^aS4p&O#9bKq60lYT2wRW9C+}1(uX=?+~%5X5C;tl*DfGE&>(diF*@*Xb7 zgG!ks_UV@CL3nVX;{)6!1~z)>pA;|ja@Z|~6aKi;9SKZP*_R%HU+Y^i-c zpihJqpK65bJW>u4g)h2lD%~1l_9tBR1=nTZDx{dKdly)~@n-ljEGn47NNfS|0F-;M zNqb?Z3KNE(Qu}^Y%@xw0XBolslePVQzQ-BfS*re3n#?%YYm-D@4n`rUQ!x9NS?KTm zCf+6*Ep|Qcyh(Zd;K07g+h(mjmdqv4lagu17W_2#h+JYm02qNkr7qho^)xpR%D*CM zy?our>Wb*8$pe4O{NP74rl1i_7lDm}Zo|5Ysul&E-bxYCvoh7eHv^r$fzd6*Q3Mzm z6)L_0TnX@&kaPliGdaQwtW|zHHF`f)p`*}dN^)>$+m*4DM(^_NCP+<1lY7%EdVH@| zh@CzwT-tfpKg=J#du9(~&6O%Y_&_`s@ z_|eDWOzF_aL8s_s;|MDCkGK-)a69jK$arcNB<5pGoYLL?n1!a5DSPj8c$p1Hl;c0< zfDJAzoj2N0;L5W8-P^$-#65;%HLG8=gR+_HK4686A_LJ)GcDOm-1^HZL=Dz<{oG%u zo-Q({+s?{VmAU8GwO-i7n_+5d0pnJ@_OMDv{vNZ%T8a1qwW=Hi%?_m%aGFc|c3Ef+ z&p!3P_S|NXJNm&jn!=u9B{=!1a@q&mc<>u;VHSxQ!gMNZ-8lHIgYcnjL9z#QU z9x3SrFik!O^IBly`Te>0B!~iI0NT+-jYjiOiUHHC5c_dRiLTCMOZV5DBJT|!zla-1 z_z#?rS_Sm=px*<9OD_~stL^5YlL@Q&fA*b6ftP`5`L(12*r&gj@BF=rD_q--ajt2m z?Z20V+M$=x<5TqifNwnII6HCA2<+%~kB>E&-ysw}ReGQX_pW@tc6M~T34@+|9$sGa zAV=lV>x3%7v8jJ-K;5Trbfg(#jp(N6r;F6emDN=Lch}iK%Ei8;(F9*{7W}p1)G69! zZ3p|!Y#56MN1h&z7;7MS2%A`f73YbGM{C4ma~i1*3494ri8EEICz=O~w5*_-hy~cQYx#RT;8jx^SsoyfiWaz zflV6i_V>0M9f~VScVF&eufkIW5jdNvyObvZ=$7;LO+>cvWBeX?e})E8;d`8e+CGgl z96^$<#ij*G(kL|4XHP82V|JKc=h9#Owe+l~k=sK&yR`2zaKEqkC&6wk_uLGnlSqaX z=|R*U@c#U?BBZanoOIu7x`Zd#!>>Y2z6)91w$2K}=HZmUQmfdoUwKWfdm2<6c7?kj zw%+R=--p9zvzUlvfn|aFPi)0=_J z2uw0Y_XvR(OSjrI~wGutiRL?wzU(fjn zu>pn{rNY^}{Ql2TM078Cw5T~gd&oVU`_}#a;uBqbq!#L9$P~HGgqcVsCwYP6BQOx?E3xO%)5^)nbJhw4sUG68uM@WejZtkg-(e=bMlUbO& zO>k-@H3Q}z!%o6VeMAoTiT=~l0<}5rHb7`5KK7oHe-!mJ=Hb11AO&A-&E|IpcFS!N z$8!9;_aqUmkAJEuGQCjmwcA!E*pE}_0aGm#kpXoO)MwKVscv4kOkuLS-J|8rzp_w| zA{pA9tFz>SYzn|4zRQzIF(@yzf)LtHCiZU7b`vW!1ADfiI_9g~)cGv@YY-|nkRd(P zCw6}=xCL2z?2k{U_BgJKsy|Nt2J|ey;}V`-+=DyORy*IX?;QCz!Q1`EkTrw_DdNSOC_etO==n5cD$67qyXi7EVUV$M46 z35K+KHjN=47q-S=)rM?R*AO`)nXO!|#L6idsIhoSM2g^-n_l>Ty1Ei@sG_$o zOLkGRk2PBuWXl?b?7M6ugX~mxV#qFQ$yl>x&)AZ(j&1B)vdfT}5VDqi@Lhf1zx=;> z?laGM=AOCd-1ppb@43JCeSbed4e(}T=n0Ua{$$Ksghgb1>^!FUOYAsXBadi`0|6-o z0keNvkD)heU+>+|JehXnwIx!ms*^_^k$De{8!-fbk@$g&=nP;ZIuh6K`jeVY7dcw2OV5*ld-q!oV4>M-dtI%1%-|O7u6|4* z8F!QWUTwAmonab>rE);%AQzCDJ}PCq$Ym857RM~e^b%9{sG=mX^C<@yT}x@(KM$xR zg7=2Lf6}mOi%dm!-A+VvVlSP9h-z}bouOAJumBiD7|bQ{nEs&Bck#fv_fKcZnwNOW zp)&~pvh5qWDIv8$G_Oz9-ih%d2oi_Lil_ni@n@nCgKcRiwL$Hxl&R<}F%wT&n9C4L z?m|^54z*gs*KBlBI9Ir1un1c3*G5Rp*zh%3Kmp!!JBH!koU1owek;%=JkkH^m1MA3mXT<5 zXya}(JjMs$qGJtdc)9k@+!1|xJb$`cdutOFL8~zyomV%F$ai)&dI?CNDFd$dxwof! zMD#bbN_1uQHx(rFjsd*Z1pfY-PGRuuy*E6q3t#@=qLoP4Zt(v@Muk=d;!$?ZdAhCSZw*Bh%9|l#9K!~ECGr*rbi_D08a&? zg1S$rqSr>es=9S4lz~u1Up$vfiJDXzy)U0yPi#}Z2_*WD&bp_%Vjl)VS9XgV|F7zN z2X)%vgmlLZi@fOPB!9Po(C5jWW_k};fO@LzO`ol^;imaFr)LSb-gi{sE!brYX3-P^ zn(Vo$c(OAJUjyJ^>JYk1GDi@H;XOgucvO&=E3bIC7S{mB7m3FV(hsqbqP^begNFIy zw%50($`aik_-z*n)Wy%%I3%vq^h}5%PmK2)@>+a=pYx;e!Ig#>em?C?35=!Uo z=;YCClZOURE0)C-Z6$MOecoT51WN6>vsewYlMf) z-Z(U}_(hyxc`*7Jk{_EmkX7pSoxV%y4m0~uB4>>7V*1T|Ac(1&>X_7A&RT3)=D3knP;@~9B9vZE`)1utbMC#raF#F@P>f}@1)u+EgN>L zZ-xmk4$T8P3Ua1L9hVpP-dua^H`+qQylpY1WL?&An&kZyW=0%5De)DraOW0kbF|M2 z?ABK31Y)6P7_FLj1??@c^kNI_zPrN}f`eKTn2U1+ZysYkn2vD2hNU*y^7MF;z8v$! zDAO~Cd}f?3`mCi?eOU42M}IF{&_SCd#=h~D`VEtyLTjC?XP+l8a}UbJQGgyh`SIoi zdU(3<51TSBbkhe<`6;%IL#8rEaUAF5AKHO|P%NbyDib1(s1y$TB{)~GV2PfoN2^~9&^s1YjyZCysFp^dj>;1CkJP! zo_h4MZ{EI^>(;?RknOp()e(6Nex34a-sA{(c(Tql=ks)johHQT>J+sdjft<{Tr1b* zjeS65RH5ua5zoearN!ahmUUB5YglRnx?cE1ECO$P1E z9A`-O2xFpQ&}ggrL zd+J`IC>a%kEJ@giN`=NOWhS6`x1?g%Jpq1dGBF6^&z82Ycc6H} z!WRl~-lf<3gvnwyus<~qqV}ow=hs^bR|%Ij`=XDZj^96iZe=ZZ?8V(lG0e$Fz-J+M zZ4J&M)~+*-MjjhLLJQ|tT_#T+$+DF;eX4W{RsdXm2xJ8UVMIY4c725QKIB7#UeQnb zX>`t)Vc$eQ$2O2-z;pG3^A~zc^Q0D}kHT)8|BMa9kCkC-A{!GUUzODWb2SoefG;0Qoa_6|Xy}qiyy*wun zR92wS9>F~YH~B!6I%3kbr@eAifid{pdmFmsUCf4m*6uqRq3uJd#bBb)x{Av_B9ma1H8T&0nUmfv%{*X zg{ag7BAwD5t~jH#?}-VKI6zCax}&|11P4fp*Zw$62zD-d>G-4ik+pQ+IQL`J`*3eE zm1j;)z3qXAi>c+WTMcj%7Eh+XJy#-spxwu|NSMGE#`oehiP)N*Pt#f`=a8mb7aRne zj(&4V7lEX{oMj-WKrVt4;BTSTy&~2XcS*k@j)7f|%6Ha1iYSaz3mug;d0(fskK2S- zPf??fq!a!u6)t(@-x+y zvxW;rK~}o5(QMwyM}P}|^fWCm7t{kUFXozv6nTEr|8$Er*?HN?;YV1Bl<9bBO)}9s z^+eDM5(*{gy<`;`H-zI{-Io1#091Nx$XKeC$F6YjEo{(n{=RmQ7J70&K;7KK`Y8Gs z$b5X~vp!>&x+8K-B2RC%%CcX)v$37m#0f+OHi8b9mkpe@$vrFDa2dO-mewA=PIXDP z<__|h39aO(sKm!AOH#pDxyw<7$frq^iG)`2N6aOB~)JrEvL0MVfjSo6RvC4j#k_{irveXAw5#5Sy(BI+4 z&Ma-_Q3v8>Y-nB=U=X%%f#OB3-x5d-3)8a27~6B(*QlMHObXp`ptMCzk{)fI%}Gv$EGOx( zmR$$Y(wWH!tlo(cCnJ1NX%&1jo&xeiWwQ#m_+;@3aV@V5OZT(be6d@~s`jk{R6vUt z+u$WssFd}+M{NH@=!u~kc ziRvNQ1#(J*M{`Z1 zx~@;Gitfg6YTb+9C0b+Z6K!{3vhcIjMzy18rAL!1)T-37Be3A=oeoY}ois>ytbV~_ zStat;VrR!XtEXJ!q)*G}_Gf+@A?&(U(F;pH-((e9m4`)nR3dna3-?N51%DRbLun{A z+s}v_Tk+*X0>c>v?qIC_@x8N$SOxe-7n7AL;s7rzedvG&A`TZpR@9PaZ{L@+JRQ7` zm;Ttd|5l6s9YgQ8AL6Q(l2j3ye9w`{vC&r1E(*yp%@lYb5Wy&Uz18d?s>yT^ zfQ^^JEzjA;F?x6Znk#Q)h5kgk*R@`speU*SXxQyX0D7^A#>Rro?&z5NZxa*6UBbJ2 zyxuNjM5{MbwUH~@8TYBA_l_IgFyao^TCdf+EMDBK7~n#H^w6(M`76@=l0axRHlq5X z9fY_Ghpj5IinHvt)Gf}R!IA`DjhKEnk|a~7)xTFObRZ{`v6!gLYZZOx+5+pzph~8h zh+#j6fwPunXw_u!RjVx3(fdF)_KXZwd!ATZ1NMs7O(9cSM_j|*4s5>Loo?SV+rG3~ zPF;n=0_}ci>9+`ClOcm`cdHEuc+<4L0(s=jd}&nrrEY<+5aeEzMzI=~n(}1#r zi7T`%vs~>H;voKg&$br2dy{0}Ft`KhQUql=*=;$acnXmDfdZJBiBJ(Awz5`aXsIq! zHxh~#Pjk4GWx$TtG1eX=vBg%DGYJbt%ss<(#^l>iUZB%Cb_>~(Gqh_JM z)3lhtZ~tBXfv-Gb3||mb~OY2PWv;H%dij2TIzI{GUg(yCZ48tq3D|Mc(&1k_6e$cYGK{G1o`ZxNb)x^Q<+O$}>|$ z3|u7ZC@1okJkwItB1i1#X{&4{dG=fywhuR143`c3d94=8t&YiE?g*7zulK3R08`T4 zso14tScz2EgFikDr~T|njDyu}>zsNSQ_r=}Te>U`;Gaf}yPc^5Ewl9ybB&=0rTd_w zskN=Es>zxR&@m;^sw2ja_ZjPXjCnQsqs7Bl>R;WS@$YlbW3lnC145kz*GKvGeP+52 zA$<{5p8ms~pb1p`Q&O@Apdz{WUVvzX&CasV)%;LX-WCRds-6sOr|(IB`8+wKD@#ch z>~l1--SuoKr4ujr)rKU~;ERDMO|8=>?A~SamvC^WM7d-7 z;Z_^7FP(S=5qb*o4CI-q-hmkz{5>BFR+ZHmX}}M>bL1Vnu{oX)o5fZbLc;FIi*9ja zMGK@^PyGwu-5kj?#J7!wVdJx!5m2BE5 zlIYe)gkwXxU799WGy&|QO742b1(4!;2<5blLj}oAvA=Kzr${$p3|vKybZg1hR79@Z zFIj?y`qKYxrmpy%qn}*`I+k)=bK32jT#q?v{<9CLlqQVdnW8c${)kIYGTeT+xoW&E z@Rj~!Wktfj+dCV(S8lhaRPnD6Tb~toU8zosxrmxv39+#oq4^dcB46DQ@bu6hq;lcE zlENY00(U)MlPKB=@#GOzpj7g*29Iy5~Cv9%F4=4Yt7BfO7}LXh7k|Ma@=({QTN!P{2B{MbB0Q?Wr;S{+GMfYKV_!HMb3_y5sAAf@W zzYd`bMZ3^#s|;kQ>{%xN1$}_R0DXuzf2?bIjcqp-*LxtN=#Vpi_F@Giz<_`>l!5oR z)=M>fnBK*nS6uD<7n^n6jhGW≫(9N8T>i` zkXh;0KAA^44`<8As^6`ryD-GJBU@hp&R<`E(7Iw3h(9Rt*_d@=c4hN~2mQTDfP$$S zKJSFLV?x$B#cwc7X(7X zriyYa8&=<~ei+pmB^Q3je$fbLZhbI7tJDY>Ysw@z9PYe1*F5M8`>$@u;m1GuQCP^` zf3ksY9E_L;)}5FUy@Y@EP$X0(5x+RnV1PyZ-yuRexj!S!aKKvLb6$s;d}8|o!snp?(Y2$ trRo2USjaAbRj)B1F?vNNIsYrJSHXulMBVE!UC5?20@68iG zeg3c4wQKXv?cC>l&!-Min(7MpI8-<&C@Ap`b?CpkUk{0=%ez7YYi-%WxDd;GGC~Y38D$pabuy zxBGL^{yh?HBNzSO&*&DweiUgPStTXlUB|-J($dil;pCo&p}Yi~_|4{#p1Yo!s)&V? z0~h?Mles0Aw}bQTDJWvzBEUxnOLsVfw}ZW-n~1kK<6lRJ0H1F+b2Bphb%?v2IHR7L zCWEY#t0jW~7mN$WD1pPkz#!)O)JjBKPX3?Mf&Ym!BHZ1bMYy@Wyu7%)__&;0t+{!G zg@w6cyxhFJoWK#BZa$9gaBogWH>STY^6z!zEZr? zA1(2BGyk;}XlDr=G4B68GYOpixXTU{6e$!XIq65p^QIix{FS+{_cQOm z8~)uLOvGR&rgk9nI)ZZd4$p87x|Gf2bqrD%iw0-~K^K-kY&#yBc*getG7vFCu-p%rwcfq3b z&K14fE`KPbR_^!k{gaQgnAG;)<>Tp$AJv4hgmfipNK6Hsucm~t^hY&)Gq9_v``I|- zf}|)#+5q3&lbBWAox9=a8ZjHZBF?4D;o^ASd?R0v!9ItXxHR~Fk zS>-r4eY`Q+^~GsnzCVqxOZ=dl>7}|4!}cp3bx5Aq_GH;^Fc#fVZu_#D;M_{OfW!U8 zL5a%`h~@_eTy@(^apEU>6Cd>XPFt|(*ByRBpjYLC5^gCbzHddhK9svIg`8ggZ2HNz zRh$#}(p3F!9sGA^1AcqyEMo%c$W*9LUn-9DuO@oC`wLjm_q zS}x<-$kLlJ9gP~N#&h}Bmp3p;IN0rMF=7qTK&faZIw190A)Zc2f2>-=hc(k#Cf08e z7kPGbeOVWHeSz(?+!_0RGDbR;Q1riJ=M6Q+XPFD21vY(8w$s`=@*hUiw7O|e4od#o z&i30C<{6ZF-?#J?!X#e}ZwnX3`0kH1Q@MHnsrFrlxL>7Vt@~T1!C-W(=a`hJXFzLu zIm}d&a*DP}8u;<=rq;blP#30lsxO=IKkTQaI^SRJiVnY7FNh~ACwh=qvr{>97hmQY z=rHRPcg=`@7DUkbDu(d%U=yQL^KUaL#JRVh1D#T@qwq8pj5 z%;DN#%5rNM?rNlsQW?^dc0}x0&pt4HH#d}ks9$oPIW4Vv>r>sVQ{W->X;ss;TEXP- z?-B*nA2VTj2KK@NQi;=9H@A1bz}2HadT3Lyuxg6j&$=R@PLr)v*-Gdw0-%i{5m10upzBES15{lt%noELx0vt1LXCWbVN z#~1hEEtPhQdkYqlIQt&z2n+x+w_F+W73Ci%e^h+n$!c;#x^Xr-Tz>(VnS*EVA5WN) zzq(_9upg}R*kX|+EB>tbsLHjy0v(kGH8o2;ABlhV&Cn@pjy7zEdWtmsVID`d*jlFB ztmMr;q1R!*U>(q}XW!P~MyuoInO<+|#&wh{BQ|C#Y?ezG6;$GlMLo|r?8m1<{Vf>^ z328<6?K)-WU$xky;aZfrunq#laxj?N<7-v*d!N*`0*b}YE5p(;E%7p* zE;{3WJskKldDB@Khm2Zzn=16Yv%^x5Y zwUEnd*kQCv!TIBZ?(7{cqY8hI$-;@n0`9&PYoU1lweb)gDihAQKO5(ZGz0tF&+%u4 zN{OGFZbvOGFn+)E)IGIvNyTsy;{K|DMdKVKBw#LixR&k5RTnR^;W=%?x^Hx`lBn@K zw4fkf!r*iCH(FMiE;_#tLi!^IlO?otT=jc04Xcx~S$^?i2a%w?t&*ljqbi4)Crfve z6msJS?NLcZrtC@@W{EY#pxOF4ffpN8JB>iaj!wKU)-(U?*Y$2QI$@vdD(>N`5+*(s zzq3VGoJWB|{J@Vj(P4pUr>1NFVWPIZ=QCAK3+>Lh{{tJqNX|_M1KslLnCY(zT|xgd z=LoEkf;f?{Q2TLKb5r*d-7ff$hUE3#Y=uR7d>(>`yHgN)N)MO}1e$1g33* zo%>zDbT|41G2D7v3mt)(FhAgR^S6(NbrJy=)h9bMb;52xBCXDWiJaJ^a?aCmqRz|d zcJ`_}o%b7zrI(yn%M{XTm5-%b{ibhCTXl;*9!wbNh&h@(yFMmxDy-Z791R)^l6qZf2`tmt9MsP_BWpj)x-&6)+&Guhl50BSJfdnjnGMGW<$tnPQw zdx4q((A97|7tNSQbIw|2IQ-a4pehPDnd+MJoN<^kY&?j3)ov{iil*^q252!ZnG*mr zZ4{}dy}XZAaf4^}spbdO>5mL2<&4pJ(cS8T%gy&C7))Z>yv{9`_e|iFrDv^g{Is)y zx>4`_%(BS*V5Mh?S%9?QS1dARB2itWC*arh>F(gOn{tb9%U(^FSr$(UpZ&U7GERPD zhT3!smn@`$rtq(ypCBD;R>_1(GZ0f1lxYOBCNg0`|w>mnH=4*>*ffN>wg z#b_>3a;)CR4dM&QGzmC<9Dx!JBg`v%7$iU0>dwr`X;iI=p(y4Ncrs;8fX~zZz`&gJ zp!=|s+KFV5FJ17;Twx#xeHv&-q_ryFP*8yyA#rHrC*!(ru=pNb6QZ0&e_Y{Tz_=__ zYffz;bQrF2Tci2-j9-J6gROHiWpsX40Va8Kwp>nO(?I#*tkvH~JFqG6`l*?`sVGp0 zKReK^a_-hz_9l;{ASP~sL$hSSh5H86T%A|ST|6;F+gqLDS^yuZU|Q{60oA@&82tfe z%=yKGQ0JqpyDK6z?~ zyQf%q6bab;J!w*Q920)KHP$RJ@)w8M;(p2!!5a!J;CkL*lx&;ninqu+>8jYcNaGp; z41*d1`x-tb`Iv;mW;teJgfkz2k$fxb>BM~%^&$vp?;7V$y|O#w{6P-NPctip`e;o^ zfqF5h7VPKHcYIlf@>R}|*u=cSWTs!SD;gV9qfk%j@I; z$1#h&tvC0c;BWbUj~EeL-Xt|@h#oDq*XO=H$wLgvZylZY`)SN%bU17Q1AoN`z5CV_ zhSG~6aPsn#T86-bkuLx?Xbq8m5_`EqjDNUF*_WxP&)sz8$^sMpicz^sIS@LPn(3dU z5H~G}9$V8sWBdLia!~waQub3QYRU>J=q9Zt6w5kfDqYnqIkErnr3zOM271c&1D}hF z2aCZ)62y~>)`&r~2I<%e`22Q#_1dsA-|PoMJ^E4!vw-FcDOdV#9xrU94iE17w~raP z7>KH;Jw(NIUNkQ4klnpDLc%@w-L;%&WPIT5Ca9_zL&f$aw=BmQQUbu!R0`W2Ns)xt z0LF{Eg4$>2ogc1E2z`CXc>^1k+KR^)7FcU(mQke`a}NtE0&1A+;g5b|H;DZ-l)roI z@RkG2qb;hFN!({gY?rwZVwg8DcNHGM-rq|miVzzoHua|z1aj%+bkvG;+JJ!WiY>V_hI0qyj8F9G%-rCAjtkw{f9 znbS~SQvh#~LWUup2}2WfX{(5ZWh=rY7=6{oj|C?&^i`!V4d^Pw%6LjTV(Pc^psb6K zJlKZd2iK%P8&)XJ!BRF(Ogk1ih6uB%&lku@*@O6U!D4YlNhqO&UZ3M+Ec4LC#CI*9 zXgbQL3<=r(2R-Hkq4>2#=pO-KudEsg^Y2ZAiuhw@$;ISdB)0ONC`G|iep!SFLR;TBhjKCOPqV(&!jpKb7l6KDew zO2+L{ZxU)#GG)fxK!E7)mbMWPLpfni2_3#54^ZZ$W4RCsJo-*fmWap8jx@y3gP4w# zNe8CMF6^|$=M3MWc;!1#nXGB5h-DJrfmX>gtF;#ZAQrO2y8g;u;$3czdavFhdJrZ2 z;U|s{a&>VGACCI?2D^j8QSlzx`=p!ZDPSmB3G0>m0rwWA-7D;m2!;quXow%bnzTzK zXrT|zqIE$VE#|P|fIX~M#~Gb^Q7xuVE+q+n5^|^ZJIHD!EnKfVs$cXv#-Bfn3x_%L zPQhe;1a`I_h$>YxDm*J}xG(kYv7PpsTAFNu_7Q>Y+?%hd7 z79ThSYzuRs6tGW4yhNWd={oU8*gR&6DeWY<$AN}tA2tW{*USelP?-K4>K^FygNRwIdFMSvv5G53|at70pz*(7epbx6v}}1V!{f7dMwbtrI);Wdgt` z>>ERPO-CatQ}rXSQeurlh%rV(2}HV$T{=kb;I5Ml?y`*$&nAIK zJOo1T6ar(n@hUZVFU;nmT8y%KIAwA?LOQz=y>6!vN*2TT-NH)ta--F3#P-?KJ-IsM zMqUKnOHT_Z-)gzk)I^C*6SZTtw3SEmE83@%J8Yaei=TI9{~#p6G7za9L!I=VM07O1 z%0?|{juOr*orP+^1`2aZw>NeZndxOM4FRaqzFGKs51p#BLjX8_tq zp;lL@Tu$yzzLidKw(q-C1E}VE0ZE6(#=ux?@&G{tlj(ZS>^~>hFhMi!kvCci*Qegr1pEOqC=t+7+35Uy>n>zD(=I)%&TGrAT=ETu9JK>^nlGw?#9d}J<8Q}z=2=w>j`gtz^a7>#n zF2#AXaAjF%`7Uh_7Tq4rdw#R#piE!lwftx<*TzzR?+ciUEz|1TmkOIawqtK-jJ~&! zSKfm5Q8v$4HNS2yJN!N##1_1E&S}QAm(UhF1>m2*mPOmXz%5Llgw@&nrZvZex3Jbb zI8(&q-3(CC=d=`PS0&C@i1$nNP2Y9iOx?;DLNhIv{_foFrq|9-LWABRtCaZHgdW)r zUOcIbp%3uT>`sYqR#Q%t$$ z4K+kI?%w+e6#C=}7k?|h<4gu2+09jA`|N-d{Zjz1it^9Dx&&xPwSKu(R3bzDbCxh0 z9v2VIpYN4YSM8YkMRy?arGPX<(l}ZKrSmIT&Prk;ailh-*y;aHh^3uk?3p&>wGd!A zqfq+v*EImnb!a^C=_O_XDaA4FdWI5ad#MCxzOe&v{)|~DetU~fRC(q0?=qZA0Pcp2 z>`$NFGAjWpxO3f3B{4LMsZ}AGjB}RU)PJ!vhLUO8!rO7K_RH32alG9^V?zd?b)4VI z3x#%ZakzK*_FP?+x3@pQ*=eSKL=m$R-KA1hMFU4VpYg$4F}$viC!*I>Dqeuv`qLjI zHk2?+KbOp0mZCW(S5JN{8$b$(l6q^C*gAA2V!v$%Z@I zLVz!j`WlL9hF3x1zY!B%bQl&)AAsUi`?LNq4zx94?3LA5&7oH+gJBVOPUBJ&T_p)El-L7?60rUIF=&a3NYOj-{Vc@`JjD@ z%Ue}}=xioMHLE-6Y>mhkpbkVq&_eAo>>=R z>lo@suhAkk<3tuUIi|?w=WP@f9iTvvO@>or4I**)WkHnuR)i-_B0e&Xy`)~7KLms} zX;9#z>mZVDQ<0PU#vKsDS|zTJbnX!^qT)aBPf(zeK@6jIMzLn6Cf@xNNQM3JSF)kw zy%dnmB(~L+)7muLw!VwKqEQ;ARI0|#cJav>!Q>Nw=y1%eL`tTM zMZ^L>IUJOXHruc(C=5{={b*Qa5A%S_M~LyT=4tSthjLy=LYQVt;cfLr3R5w*F0JVp z+bwAUGUXqmAEp_bqck_?foqSy8FpYqP~u=x!fn+r{9NSC>}(>c!GZn=9n(Ck$<_0 zexG9%6@(50g5#)?l zS~^pL-!UG1^%5p~#*qwTPUEqV7pNH!SjXS&2zqhz{3N~6P~E%~sU{LihxrN)=>O@r z9Fs<&@6m{M#o*RqM{`0)J%^mt4mvs!hCBV+6N%j#W?DWO#Hh~zbo$59s78vlmgD3f z?0bw7O&CDYLkIiv2zgl$v_f_pC#2{z@Q@ti#ZSP79u+PL>4l{zkUWf?%g>g*wn*rT z%nGdn2!2%|MoaT%L)9o<=4Z$FUOVm({Xgl;QYNA9sXAHkF%aEBKoCT$`{#S2b{v-^F7OPNr_SE?oIzGH^>{r-bsT zj2I$t)wh)U*gA#Q%JJ(%JgGD_I4ndTC*48uQY;|YIJ}v%oY-N){|ZsJrG=$68O_HA z4@cXn|2CJBBcb3j$hpCyk!D$Q0Hc`Kgcy*Tm_IC^}-on(al<2L15AqjGBlMnhoXuKxjSZT**;;1qY zrf)3^10?TumYvG5NMD8^H>7+znKUI^8kJA%NZ8X3o|_U5-mP=rVAO&bFS?gng&@Er!ZGF$J+S-a@EvMr z3`-1E&l+#QfO|M;wcy-m2G;9}rB0b^xs!(~eQ@g?=-^;5k4PaMzKlO13df|)a3{rs zv_cYYiCq-+jqJLdrnE&o8Bs6@`azGF*z_7){nqc$49Xsob^~sOyc4dp8I{Lm*=rF9 ztLg(V>sDB9myI95CW&rcyh26 ztHm(cC%s4K`@D1Weq^FDNAm{2uP=@hKMYAEhSU2qJQ`j5G6%USXd+~cZ z9OFcLGl+A+$TYd<5`US%_a(kkh%3e&af}1SQ03pSRn}CTc5QzcX<=7ieE|tiAX8{8 ztv>S|j419LW@`1DmC;AG0r*e1;PKUZ+lQsTN7Yi8(nsW&h%j(KwglM&T#F_TOl`dR zp-gg_#fcyh(*Og9Y(&Mde)Y+H3~;L+9u;$+*N`psxDy6U7G4Fd zTzcxK{l|FHYlOg{0q2gU@8?{RD4{U^`Nm_cUM-K0_y4_SGfwQSbnkv>xcXlf@eUH4 z^!~-Y<(@x?(yg|y_u}@F4;=&E*Zpo9z#f-+%%~}=Xzh{?NcS@`Cr;n0ePh0b&2dZ$ zv#1*UEaY#G#T|7|*EOQSj~4Chm=J4IP@`@vUUPx_a{I=-7j@}o_kR^Fa;4Ly>B0dB zb{=M;?TEUr)tn#MOGzxBI(Yu@zH>D(KEK@j4`*2FC>z4-h0y!vsQkhfxzbIfFDWDcf*$HGEvL8#padT#&V_61wFU*1bvUz_jcOdI?}~^ zqoHEwfOK7zTA1AVyNREG0VA~b+pPlqo?61cTBt&J^G!j!PEq)H1kqlg;7N2X6LL9rKh+}ct(F(k2(3U- zm7wE?;&}_B>}|WimOJD^Vg@oo>Pu94Gvq~gI=+}T*0REje8_y;DTe^SYK-8WBF>Q} z9Y_W&Y~KBoub!dXf&=r5N^k>kT@GwdMzI(lO5>FE?B;xz{?}PV-PJ*FhcM}NEik_m z4g62;M@ebW?@WC1(IATNEiV~d|F`}iC9YtW#P+MYLSZz<(4{_pNf@%j^smk@Qy;jL z2Hv?lR_kFmQLI5f(HP*j?;L4GsrCR#-hONNZMhqLjQ_vFzKc%$Xa+VhOEtiJOzO>- z97rZMK^oimS;=F0V1?@!WL;7j_Mf9}U4gJFfMpE#XNgWgHJ<^{{iV2vLicLKP%I|d z4!g`6pzw3gYgJ8}<3@PNi}{CRdmVV|sHrIVXzK=6*GjIw(rGWh%ZH|{1V?z~RiCsK z*lN!yB_b)|9bn5vV^XJ&-YQwVmdfw!o0A3LK_LmTYXd-88Q@8Umz);D#4Ke1fDk7{ zKn3tPqr$cjMTaB`-zQr7N=ghE%0@65S3%#1p*e#-FiUo9e+9hhX`nP zE(^fWfiX$6kLi>QG5NysxKRSca4e^YTR1OGqzG70D?I7u~ku`d(w38xN#ash?Yinu4Z2McI@TC7SnWq4y5(h|P% z&=|dil^CI4?m@`^Hccv;YccqVBr#(Db*9v4I+O$4%I7ubq5A{SB41sOCHaTwBdNNi z82WonwX+RMq!PJ&b^)di#1F#Gr{l#EH$SbCy5V8Erb*#uUf)Tdr>e&cu`UA8W||Z@ zsdl^JbpAnWfMuoK1Q&7Y$EP9E#_H(^3XkH3kSSW5!RAhruXaF$h=pR^GDJGJ!W7p0 zO3bEQz+w7nh(1ltuY+E0Yc%3Fs%BU@i(;viU+?kty*H;t^fAvrF?3*F-2sFRS6aNA zyCqV4gLrgeLd1PEmS~At_Sq>$u1YKv)lW-$W=>-uba<|O!Lfnijies}-n zb%f3032vc(!@6|>-c(8?SnP)MVC(G9)q1!EqwFMe=r6eo#xlhTwbBNjElSg7rjnX{ z4!#yV0)jx@5KhsPb}+64H0xx7>10W{Jp$-j3JN!1f$pKJ^FuqD)qJvNsj9ihUEwqt zhh}C_D|Fl15dEGH`sK6rK8Njc=oy}%SgzytD~$Ql0Qtjr$WA)yQz_86p-;S$k8PR{ zpJF64W*2LS+tL!)6Dj@GSk(t ziiH-lkyvU$^}d&>d0H2MAvlZ8n#pjTc8rDiP^^~0QhuL9?zQot_^DCZDIsQ(`DY?L z4%;!6!{>Ab*E%_ORBQFtqiaYk&E`Ao!{bw5hb(3D?DB1e3S?Om<x|9`Am4 zwBP+g2)z+Feu0d)|E-^FmrNB^`Vmn>B&pQhXu?Q3q?mn`KF#x>wvfSF$_2o_2f2bCLl0_1(Ni$FIqJD7v(Ww5PV)`5)MVWb*W#7)yaqAZ+Km}#5M$nI1#P;p9 z{zfIqxc^uMVc8%$5D_4}lvDq07Wf%VH4^l{v4umjC!t|sUcmvM>HwdsoP`U?X;QCO z(TAX!dLiSbgDTC*9mBGke=f%$pE$^K&rvAr=hbaeE10teG#i{%ifjLJZru#J4s6R& zBkRIFmR{E`C&0MJzt4gBv>COeP?q`M4S4cpbfrIz-DtGr z6@}bL$rL;iwfH2eqOQKwj0BaQnC60LLixfTmQWD?w~rvvo^SiL%c$!#W;jrA);Y8f z7JN^%yHrKZK%&iZrsg*Y9wWriy!`fx;b1SeIVQm2(H;Y(6-_E@d)NyC)GDy~mKgsA zJTXFMgtgh;=u<*|lOn@=)aH*ydikYrrw1?x4N zZL7!T+v4X_9yTOO=oMc&gWKQ*p%@ zM2SP?UiqV)GVu>KLxC2?2>1(mk^26!40q7*hK9T?HZ7n29u(nHd7#t;6E<_er1&#+ z(hO$fLleeT=rzi=bo%4)zq3F-U>H=KP>Rg{|Ll206-*@~f;)etYa@SV%YSRWF^Y+m%5_(BK9MZuZDRWoPVg76lnTNN#YHx|Fsp6d;EZ{5Cqr? z7VW}#|JVv9W6D4#G_h_uPPAQ%IL>oYl=^Ru;0{E6?C}Q^g`R|9)qlFbD4q0o%qQ}H zF`t6FbT0WMof&TR^`9M>E=|j`UXK71<`!4unR$(>^4hXxa}cVqr54?%t-QNNpu`Lp<$){y;bt`@#Xo&LOQ_KGawZj1oeQhX27ZS{H|1ZgWIgNK5{g0T)M* zMbCju;e3609sI@EG9V|o^mre5jBd+a@m@eQ`BkY_fqYbz!U;)N&j669m<2K++}Ti< zFLB`5Af!}Mva=#OkQbUj6hXcZDYsEiZvugo=TaYKME;Hm0ki^2+v0lb5pch_^$2F{ z%lqZlnM_{;5g`SnRD-%(`^-HL0%8+(N+TFWDzD{pS@!sIq;Kh6M#R8k3A0Ai~jUf|I{9Mc{& zC$iDWMPUWv$^9EL`kEVaQxEiYWmCDywe%LYa!l|wy?KxveWsX?Ys1K-}fNcdz8fC;4LryUeFL+24#2piyi)9 zs3=2+|aj9n`QwxWOQMIaIs#iQUqL-Xzs{5p=vhEQ^_2 z(r}V)bh*(+tw?I7mL-A*L**^0W)q6Cw02MhfT7?gX{FZ8RpWpU!EJ8XCgD3niQWbNL z9f1gu-AG{+Vglm6UljR0Xs;Fs`_%y!{_GsEsA2b0-7Zna4r{iz43c^T`e7E3q!{f@ zeO8kgx6Og*sywwDy8WkN1aY_$y3J!vsIh^}Bs{3heM7tKC!L_9k-)}Kp6tU&=`F$% zklc-#_3{@(W`T@zD z0$uGOs0)ZCDqw2#*)j}Su($!Wu;&A0{}6(XosEsj2s+2xrZ@^-140Virxfl(8a$Ru zHTfo~sywizOnRBRpXZ_R^nqv67hNxzRh|yDF~qt5X-_7!_m<5ESt7J_pW5#$pQbsTC~tBWt2dIRd2v(-2BgOuBa4h z-gGSJng%c%JgfLPnR&WBrK5@tu7@HODkee7sc?o|X^`F+F%&XSA;;i-FRv^|*sX}; zYRu0j4&;g_mya|S^BhN{LWIVzWR{s=XF@+cIV=vX6dK0K@$#TztaL*6KD)kq5=3~8-sXklt#9h&b}4v6@uuR zk-UgQpp#6%N8@v2dT?5Ot4$WgTGxgf-w$H{FyWZ&cx4MH*(uU6AckZB$j5hucF&oD zD502{c%BT?JAe5b%K!B@L@`{E?ig}KeN#5bEEX7+6e2<|GXfl+8=4!786W18kWOsI z5~767!qJ<|`5sc_ISN{FL7HK~tME3yOQ~6}SiN{QX~FaXt`eUNnenP6>ZsH_fA8zg)W zZ;5;ww`n7p)o*Mx9xWA@K=2*}0ll9bFz1U4dVbyokDz54J=~f8lK9XWBo1;_T?WEP zsF8PaQUgkbi1BN~^E|p7saqt}y>VrcnqjcM$_S8(Z5wr*&blz}=JyQgjy6Kc%rD%X z$PNV#hA=NxW^gj(3U*Jr?vsJ;h{fmTAj~`wPPjmU4Ah2#25QC|DNP-7LeV%bU~(9% zQVgfTU3{%))VfOQ8pqJH`{0PMPukrqnVS$fvsW1o_+io!-337EFJHXVC<=DLShvc? zv)A_I5?H`MBK_`)C3IHjzEebo~>MSM`$U}H#@Qv~hvfh8{bF#JtIx;*I)Q((hC zd32@A!2Y!*~0X_JTNG*2sc&fy+bbp_iQDyj3DGDtU+RxPZO9DDi-hsXBo;h%)S!v zZhw81tnu}a>`?HgEXtRkzwS1ZTtQ(4i_tjbcRTozVa_h_LfK|cq~2H*OO}|566h;P z(8WLb9Zf}t5X*C-lm1CzU8cuqDX!nBcX+N#syTp@G+c^M8(X<^M4LE8K*H zYHp>+RGeRAORDyJcjm9Y?w?uuW3oSHxXm_+f6x_V1?eE%3y?mzxDR5VsA5nk0x_o) zs!GZSf5w~`2!Ke^vSyiIxD+MCY%jdiki0s%jIDS2H|f~CcN=sX4d<);-5+k3-6fm; z6?AHP{3ZSO{r{#R$LO~~Ck0W;lyIq!kY-ffnM#N9fmYirI3-`C?=h!^)*Z{(Pyx?K z-v51rRY`Ods*@15_F5MM^`|M>ZMqsGju4T_%7EHVZA~u6|-2_{#|yYK{k5k z9Uzi#QeS8bX@teZf80j5L%fplceM z@_;7rIrS=BF2@5ad)R~`7u!rW1B&0{h8(!G(fyUyk}VH5^qxzh#fPe=!z8P36Ix-S zAwud161#e%C8J_s-Q_Oez(BerH)TxJP{(kKeyFH{6ZT&|Pf-R1v*K$Bv_=upaZCjx zuji{~97XqudKCao@yF8eqvej*qoqP7;LUYY#8;P-&?m0nKIkuPcSYcuAQJb+4sgUj ztFf492+P1fe7}QbRMEA!*f!@_xAS9iA+v={#z0$dGSoir>J^^^)h_~Ck;r0Q8uLXT za#jNX#pD4os~MxNINI9?8ndD7(j2KdITdF75w2K<48SPdpIt4}ci`>=kusyTfvh=* z0?i_LV1MKtI;~j!OM36ZIn(Sw^`>0aGaO>HePDSfLtI|#>0uUmIzgA_5f&!Q(6Po+ z{baOQBPGxo&?vk4W=l+)GKI!n3x;Y_qJL^jR;@0TPakkrUVA@rX?_w(h-p_~YZtKG z1wJFZjpgq4=J+2do%XQiMCvMHQ~<`BDgSeT%8>Nmr@sPF_xSCK6Gy=3BJ_k{;XiGkVYbPMeyH5*o30DjH2yuepuV# zN-B?q9Ft-Z5O4APKm70dFaFnY%m0XX*4v|qnfr9<40Mp|0OO1TGhu6AEuvs8y^;Jh ztjg4$`z2JcV%%+QfE20~=3cMO_~uY{T^=E&h_wK$^DwE`&gYo|xSlIU`YqGL;Qp$t zQo%zJfz6$U$3=msn#TLE;sBvKZo%TRJOa&Rf9L~$<{Ws0g*>`leSl%Q#Dv1KDC13( zjg-D!V0(mH?>Ulv4w9x>%n2r6dvZAi#(B3icTw6K z$a^<#6Xh7rht}7%lmkx6(%pC`baXGax3O<#0GWVmzhHp|Q>*c(EKz~Kwg1AqyC&V- zZ)w*{lAR&MhC$UsKq`%k z-fjEIFi5t32>cl&8zk@C<{o;FpWn7VGnMxth=G=#3VC=3mn_mOxic;$o|Rr%;%iCc z#XAsFwPG;`CYHCGT=RG4{vedVT8`*cF%gL$ z2>o+5cHMn$V;)6+PF5posyT zs*e{gK(Q&=0uLTJ_-gz3M?!*zhRokd)7eC(a84V8E_Y#h0ZZsH-=gWS^1nQm ziH-szqkvGHN}+vgGeJLXC=`S0QyU*~ec^D3$L5$)Il!wKUZ=|8P9D@yU44e0X9Ik$bW`$8BQmS=`38j~o+q9qzroJ{XU8UA`dt`J%A4crodu z9WTZ@=LX66JCSG+;{DF8?eFS90dLZ-OSDftkJ&CNWm5^2D0Jmn2 zjmum<6p6s)#>aiUt6SVIJKry#@K|7Uj2o+UEnU>dd$pd)OJB^ri2hDE`e4C}!<5=a z!V~!G3c+6)HHo0&^u35_260CBV(6E*vM@7SN*O~Om)Hh=BuYf3>|qB6CZjm+FhfN` zLgSm`H|6Na^RGJd$BI|eLw}Qa{df2}dF=vq7eNCPt*!9yum22P`7;lBbAg3DnD3xya8=!99Aa8NqD z^b>OGW2tcB03$dYaQTxi7-r!HVY#9G!svXoGzr4xB8dBtkbChD`z9?1Q+Z@nA4kec zq?4aqfs7I6hc5;mtwa|u;?+Ytl;anz4VJ^>$C9M^_}sw2LR+Jib6H%%*OdM%J@?D5 zN5;56aj&v-n^re2AHDhcm;@W}HYGh50=zcRUsHhXgb{AgdFzhK7nLfrr%=-dY+aKh z#ktWvq6vaVr=)}YRpizu_-nEITn5>6D*EB8mHS{e@hum_ZXBQ zHJFp0fe;}T5?68!fh8?Ql%n$V$Hmg(&JRuIeR(Y5fkPjR)`Ei{V!O_-x>J<63Fg%B znW$ZX={4i4x`9oaQ&U6*I>G70uP03W)R1@iGoF)MaUmY2*+vkKY>KOOLEx%0-2P3e zZWw{37F8$`Pu`&_XXrxf3tN~?Ywl~VM5k~YUE=PZt_14hxOm!JnC@N?hj#!@r9|)~FmWMsyAGu#TTR4O0qb&)a*WYF{J~DU>{*f1 zyUt8Mfaw!MpX=lDpZ2-GNVbLq(`D%G_(hX*vqbf^b}MB|@?RpZMqd*0nbP42y~RTJ zKC`OijB5>DKvWZ4P(BKe@-)u^@oCrqV+ZGB&dKYFRhEuXuS~k*>qGz2Z>aE>Q(RWb z?g3KT5?^X^Dr564&l(A-CMM(!tOFKwPGx+CJr&!c4<79n9ONI5_$JpG_1+pjwh>Zs zEVQDsMWg4XObNMAS<$G{aE2gG_Gr}M++5C4!q4&e6;z0u)X!_7*`0Ab_aymy_uK%> zw8x#D-mqwt2VXig@_UG8UI@AsJ;#7tZxI|ZS2j}=h(yiYoLpk!U;@E}q}g;1Nk;hY#Kv;c7gQi?&~>_%Q_-PMc_O9j zaN_qqhU9fd|4*@~s0S7hDe`|!HO$@VS3nru#x94?5D#p}6fXn}STT_UA4 zA|Z{mgyhiOAthacbT_=`T-UYMz3%nA+p|4i{J@OE@UQbY_ha9GM+*-Mnzt)Heb|tw zt9d{vBDeW#edhGo=~Ax7H)z`ID;NKEQhGtEKr8t=j=VzZ76-Df_xs?lm7KcodY8po z$_S&^;dU_H*aNH!Y!mY+j zVQ z=gy}w*_{?&ce()V2E{RIG|;D){!4O^s&AJqw;clUqC$!=-C{0d)+&TP+$gwc22wG{ zXI|IO#!D=PogPbt)v~oKy1t%xOV~#^+hXM|s}`R^GCg9^#}WXHBaHb1#5D;Ru)W;) zLM5oWv1y6WNFTNQPzodpSuDV=nnIEiM_;AUqNQW2jBGe=4m4BM$9j1X+8nG1K^CZn zWAcNrdqS$}Qx9s$cqkqd3d{RyNn>;4j=!Xr5Z>2%;rt}RD;vr?MRIK!{+t)bU2)Yh zrhT7y;$lWG+(#-MyPnpx=ZtxQTZ_CZ^4MpTfPto%-bE%bJY!H0<;fqpy9};lvP&-S zuv7z>iJV37URM?8lH5(~VVO=|;|PC+0~y2pujKtx{P>aqU@g>s64)X`+WG};$I9I# z5B2&Ck0DM>nocWoP^98=<>8Q%tjM3}{hmc?eR5R#8WZ#mCz&RhzM-SgvH@OsF`M^R zepUfU2{YYxLa*&Nw~AI4FDCu%5w*^-8Ta!=t75qtWjmo(3e02NQ_DPM6)j9$A^y80 zOcP~lrpgVK8GkwWX`fb8HXIdCE{S0M;U)Q=-9*YTvp)M~y`Q8J^&864k7oKbFni+2 zp{m?zZbO*n`!Ey_Jq4OPiEM_1{h zh&b@sLEaiKO%4{)S32NfTo2ii&Fb71Zen35M3}m2>Q15v{W_&!GrY?iW$UGl# zEy1%lQH+pA^F9=$ufOUpPvRfFj)mhn+Q+TyX*@8Do2=}bf%o;D&_Mf|I-n3c3e6A_ zZ~CrTrkYKrxw-+W%_e_qLi+8?VeV0&HrKKW9bu|q&vIe6HBrG|~bw-$JavrPo zL-TXrkg&UOQ+@>PX|;Kj*AS-+YFRBTKQl^#C>v>mKlVD4($2EYK_r_O0_VZTmEt8! z3%;Ls7970Nk!t1>l8jT&wR!cB%kbFnNfJ}BY}h&t+>#WDQ*f%2fLX1GLQYtZeDL9n z&r+G`A2KDQ4Z#YwSNGA4zFWufKhE_TxgOOg874MhBz-&8cyH;5%G_1CLeN-Spl=Dj|LQ7KSwD?K{jd^XZc^qC-8LmNap_~ILkv#8}&c4hks?cSlNLtmq=pR_n%=(gh!Z_ z8mMpBUHz*6(~bRGma~v<4m$qcYM1;!M$o@s2!5#Y^SO|o589OqnPDNxvtW~IWC5SB z!Z+Rp?S8th|G1S;X#M4Vs0wvob_G(Fbp5P1ZhSj^U%eT0_`2C&5=m;)hpr)N5o9g6oAICTRs@u@CPfIE?X0v z*he68vy8}}O~&K=0?;IbbTM!J#gOSLAR>vd4WzG%oajuZuU9MR^c4EAiWE zDWxNC|F;T=mYGpcSL_MX7WCrseXt%~IY`hOOK+jXU-N5LDP9821w!c@C9{do-9Nfy zUViw{*qcpUhV&nRk8#Iy#9^i6-()B4*VOy3OCm#vAm3Ke)8)CP{(lRyYlt&{xNKMZ z-)9~Tk#cSMsDu39pVfeHpBTb8-TwOpW5AAqkn=zhIJSS;*b!Gz9GO2j-CBC~e3RAo zdXr$&eVAEBz4j)FQ#MkkOQRgF-i2%2@z3v9r$GjPG2_hxb~I$WqVkZf$gq46Y3;u8UaHW3k#P3A zR9l}T^=~Io^M`N=rlv@yvFx|y9i+Q>zUP5kAQWoaXJ5COiy*b_0w|Nc>6aQm+sW+T zg>L$(HC9O{k-^NkT;*8ounPFTj-K|nn~OsG8;-_*nTu3dk>k(#OH^6aZ1d09tBy$}HLiWF?6z;$KUAVzDc(O1L^ozuN}ksXYYi;|$0*HDLR{ z5J@Af`EC~UsAg^QQr8jw53%cgsWSi%s0U^lh1Ny8RF?_I)$;Yvc6I-FvFC5D7Vdzf z<43CSQ9rN2e`GvY(%hG^o-8a~18FB-=ob9KxbL*?i%4!D=UIm^d4L?5@}WCu$K`wh zic-g>hbkX?m<}PHi=#N5rCg2Q5zu>fo74Rl5p){+XXf4b0zl1cKRx>S$+aHj59a`^ zV=f#5XZ2nIu67qdFR5Kk9^YL}ZfCjKSPqA{A~HC~V?e5#H*jb{+x;X<>xfXl7=@F< zE_$JVCNDo-7Hd)&a=g|-K%K-)Zv7PEi09(Xk7AifuUlqMbeMGc3&jKmLN^j{#_WzDJYdf6C_ z8EOmwtnES8Ey69%X;3$w3QYbbanE7ni1aVOr)*cx*s{9;@wKM3=~lNlO9^QROSRI5!w)zS!1XR(n?CLXud^{~t)@2J&$ZvRb6aLU5H#z=5wIGho^0~< z-LyN-QeXxkH!9ihFAn2>Z%x9TiCqC#rxt;JLB}z6pZECP)6Dyc;D1;}-%ybj1P0IS zIYRqY$Uersc67jm!xn$)o#dXI>&HPgn?zik2%-jejYREc}Pw8?m+3Jy5JYN3Q`*0~G{YOSF2 zzh?AwNJGm&19b}kqFz<5n3oFoY<%*v<-G&#hdSV04$vzBRrb5pOK^uJI#H&-`W%xG z%KaeTu0=xd$ygo7TiK5ONuQ31+9cOIpjo~co3F4^PS)@MD!D2dofhqlfKgKvG!z{f z;mon4c3GErGxP7Lp~@O&yZ6c{jB4eZhEg&^NyE(SRXVY5iaz0}=@u?R_*QtWBeN3LIdI7NIYJGg7 zrPTjeBUC;yE2*O@J(_HWY*Z{;7TuwW;c^V&w*b~)xg8+=@j%sHrv;zdabnnuWm{S{ zUH&Xxt*btXRoEW-R}U~>3iZPcKPfx!xU_~HXSP|_uW~clB?EiUGmxj#f%OE4J)H#9 z#=Va1Y_GFjroxB1YW*5hg9Jn<{d($CZ)m5|+(2aZ)LvPQe*JOMLqw#|v@0s(??_>x z$$^bnX4F1no2E1Mej4X=Urt>siRnO%>}-YGY@M+Ha^Zelm98A#=zd@-;Iys~+Ia<- zTZvf<-??3Yi-qSU^zqoF&#J)dDem$_D@}AgkN(m!jY*xPY*_5>*wEMKS0@X1w{B0c zOqW=vTz6(P(9_g%733cG?*9Ane1hz6+7#K*i{pYMUmWaQ=>(7$J_&A>uJ$vP1fen< z{SCmxGv|kdVvdxjq?I26Ny&d7D;-YSgRE2;0J8W$aM1CuZ%= zyjIY|FG9zo-R7!YB}5=`%2{NZ^?+H1DZ0k_v*2kD$Dr9KT4&HC5JqL#_RR`9tuEmX zKU7VebWA!}1cLl>XxQm+dg%@K#Ys+$fgZHQR48FiA8-MhuWX^jhbUJX`cr zpoev=Q%&VrA*W=${`~w8nYA3Re=YQtP1_o(uKE(uZCjIsH8kFh?Fsf#RYSV$FNnP` zDtn7s71Vwo+6PsosM?v7yI`J+_PUK(p1C=MOW_)|OcxO~EbUwF$gHluL z@@*DI=%0s`$w_JbpZWUA$w7GgUNNJvWtkVWiV*g_UNKJFzQ`pkBz{@wL51q7p3zZ$ zq3ip$!q4tuD-h42OI2cmdj7w2BibVb`Kv$5zXcy>M>WIOlB!?i@y0Cw^8WAoMhx%< zgO4v!%MNV+tHL4vAR+gKfcR(N3Qa)<{lAZc{~DFQJdDb2JJx5>AEOR5hb>-tBiOc}VYgZr zV*;K@g$N`BwtizB2$t1?d!QEaKnF|v^c*PHOF+qdajBAKqDkZZ1Aa_Km;P5pE}rpM zMegmsN11+FG>k#-rTG}b9^l2aK!m8s)&5nH{}s~s0U9w$qNV2KYpock8mM~X9`o3HQ86JQ0NlTPzb1 z{{cS!PBP>8E}6dX+jVi%?PW5Ms;vS>pc;o-ku?;SKc^E5%S%^RdM;y5a$w%=t;Nv@ zu2os)$zPkD8Ri>Mc9G!<$!0lYl3Q*%eAm7pD1*n*Jq-Vc6kBG>pwjc!3^(PN1lzK( z_+K^SKedTUDyDiBbE6OgZ^?gO8ixo2xW_@&?Ekh^;P?lCOQX@ao5TOVKg$qNdPCp| z|2z5#BqVOI6C}e)X8PYoac0GS@|##i{+{`7&T|!L zEMJPib#PcBiw+`b9$@2gkZe&Dz~Tt%FVb`u;>uBZc8hbg;2y~4mwgBA*{bzV5DsdH zCj!X9^Hr(0UAD%2YnSzmXG8~f5JD*c!^s`YDibqiV*3H|0LLK^c08~DS3ZTrXu<6q{bEsW%TH}O4U_KxY+g(o^8bidakk6WK zqA>O)^rEEQWA;b6{+cDBauU`yY+yy=WH}DLxJs$6JFuDXj#JT=t-Z@Zu>;*{b{SkRz)5ld`1DMfj zmt*G#D{~+d{6#UHSab8xS}W}bDAkqSS3dhZ0egztlBel9e)pfTky)1EPnH5qq@-IX zg;foxU-ion<+uUp#LfXv&2I++!>HSs7KGc+ zWqt`{j~u8=Ud?{=#z2|sFl>QRNa6`+xG3{WK*5d^)lHsE5c)|iN4r4 zS*QiMaHS`D9G^0@;nsiVgP;V(7Yhl7G)1nN(*I@;m-q|y*|&nEgm5cS*58Sv;%jpO zEb%s!FV>{&&x`ZqXO5XtN$YN4*{}CS?9rgwi_^Mx#Y_RZK=yuQp1ClqM`gH-ocKx&3%OuDZWvFpxp2I>1Wv+t zm}UO1a+zNjzxqmmZ2-H+)tc8EaHoM)s&?UeUEmD>rXEr+fGa_@%e42XQ3^CES<+$O zMcNP?X+Umv^W^MD^+mAPne-RNJjE9XEO0zB&lghy@$ZwUiF<1R8H zY4Uw%e|+Mer&#blOT7YH-M`pKmnT~+3x=(|{(KjmBj6VK{rRa)j79>2nfw5a@jlH4 zqBd<C9T&=BdxRWY&H{YT#Apc^j>cZ9tG%E_DE+1kuv4^TGF0eJiRgtl2^K#<*G z)F=Xdp1@`BcnAN1nL}IO6+rjJ{sQ_zBe1P?nSZPRiG(^_{waw{XG|2#TEO1UQyL_b zk%{M0-g+S}0qyBJ1;(Df!ybtQ3R(0L-OzXYa%rpzNmvLtuDJtc8kULWHo_xcOnqa! z*z7-@oTF-n4w1W|lsrgmy3R3E!5bL_Od5KX0*{`v*@QZgOQfA<1*E+*{Gs9`+FaQ)S=FSdpg$SIsN1#ZGMv?a%#VmHTN__`69Q3KoC_bI>`{;*b zhMwYKL#BOwi4SO-(U9(OGDAdi9vMCr;i4IHZQyvaBuN$Q8cK$&>x3DLA?BlSmuX=7 zAr;RUadwMvA@ED4gRu2G0HGQhyqAF%WI2>pTtw`WeM6v+h%0w7GUib5TGjxV?@KBM zYh%XNjHs6A&rA%f8Id`31R>mu*bn#Q6J?Wu6Rb)YtTt=OHNfdx8^5N8_Ec0ABcB>( ziY$AZq{Gd<+~|LbZA;6sj%+ng@RujYa>?pPoc#+Aa2~1MWi#Xu-@@W!U)8djtvyp?r*Vn4%9vF z`L$QilUDRz2qQl14WL62=8U`B);jK)xBig=kL#=la(i}vI=u)bllRDXT)~dqa$#gG z{|YFR`d~o93keoqOReOK0F`I^VuFD7WuEYUnqfwaEVjYjfKykIOpm|mn&h@{uSuvOtTJKv7rubNZehZ#J-!lv#+W(qyJc&tJj>e9 z!$diSUr}ZPQ_p(r?)tYlHs0fQ(zd+PhNmQ`dB9I5QK<`-czah$E;@+ZrZ&`H5M>6{ zP#;r7K{}I91W*pB12tctjNGq)BP&)$kB*nB7_veNd~7b-AH*aRTiTH?jwdu@Exnp7 z_(=C$AeSTQSq9B>YpHHjWu{A#fOSwV6#w`xYowjiw>4dn*MQP=eF!ZV9^^^>ogD`| z6q8s9lbZlHXwFWvKHrzJ08Qc}$TpPX9*DS!^_j4F9GuvpS7UlBXqXX(R+AwGUCHOH z28+a|{dyM%c#L-3Nl3ci&BMMp4G6y~n7XvN%r<*6#CbZ8Z-<<@$3DLV7`u55eVG=F z8Dk5>0a+5JD*5WKZ(u{tqh23*wxAv#l#i2+;mowmDIzTRyp=4e&M}xL?;f7BTg-u5 z)9gZ%hpJ1MLYnwSo9}GDr9PPN5zciIg90>Xb?l4=dgLS5=j0uc_%J)m-h%Sc?n7NV zcI_RJBhyuXO=0fyzmlkXzIR?vNK_=%t1@y*@LE|ule``xKp$?%d?l-`Wsd}LeZ4&5 z!&tM0ol7p}y_QozwN^2O2<;O~`bFQ1i%zToDhi1Wdq@u|NX3bH6lB`|o)8^VT)msNWY$vGIB=`)T>*1s6Jr>c~%u{Ak% znWpRYJ8HuO0R5KITe{D9xZh7m9y7Y1l>6K`gt;i6z1jzECA2G=FY+_-Fm7Sv$)>lW z2;a{a1Oi~Z2ZH!<(P>SaQzX3L`ciSo-N^W|m0lst2f4ib-u;A1b$K!Gh4QC+iIpOg zUGBg(8sBUf5vm>*Z1vIB$pcHu(}-)k)EG5MNV?FUKLSG&>sQzQ2fIe2s4S(QM@Rwq z{T}{>wM2pZxhwA7wL=+_1>|B!@p&Gy(U@4k7N}Nj#08SenfWsGVPr-^mFk#eIM4IN zDdqljm!QgH?tn$G(R$`2ZEvH{$lhJ?>D!7*o@qJo?1KU`@OlgpUnS6em)0d^+@4P`~j9uEBH)FW<COG}gC{ARJc;Y#$Oao4Oy@$lg3+2Oy zFb{%+<5^oHH763$TcEWMTFOyd-fQF4o^D=zf%aoxRMe`h>x^zWHA~(4=2$1pYuOcOIk)jz|Agc4;qcQA*Sdr7t}t}b(yxcdW^4K_@0)AJ2YqB%gxp>3zTT@OJp;q70a!; zm@1TsU&Vwjq2*2Cno=b~6c~##e5Z^Va6+p-=;MJDhgh{j1y5E>xKnQ&n{-xtoK+&1 z!6Q*-8k`5#>_X!9-EAQ@7~w1YQVY_?&4!6O_bsi;TG}6^MI&LyT{vt> zygxk(4!-#2?2+XAHQ7>c5NK11{TTTu!qi{$hlMu0lsq^|(krRjF&Y7SFQ6*n)2a4j zL+%_oPvxL1!ad^UQLB@cZw(0_$Oa(0wLiI|a=0L0+-5x()<%BB%=a{yc@J@>+}{_I znX>GRb-Tx_DO5<_l`=2Y*2e`+`n(Sd2|E#}r26pieT#F_{etwp1773B}#FLw!4eWir@v)F&JcumH!20rDLz3$tK}`Fw_5@!q({ zE#<9J(g$4Z->(vX;|8>bw%o%L8RME_H^G?uZULPp#RNEFM)xIC?CC}?xAIgt*cz>^ zKy@oEM4X+)Za$@v`9mTq#g-p-Ja&1#W!=6OIrRX~A00_HY=kf19-W0j@WAqeT=X#& zYD>&-3Ug!p5!pHpJ%Zty!y%cRzdzF<6C=|IW3aZc1bDi$zobj=NJxax=qjSW$5enR zaC?|I#)4P@rrc&yqw%nu&v>d3&pqSIXnz7a@f#B>s1YqqQagP%S)f&ULk6zgAEI#s zk5%$DA_hv+eQBDD1Ai>M*2>hZt{OOTRGYJS0Mcj0TzP_f8x>PJroX$pK7dTLAGh8M z8cNiy_ckE_fi5x-aKF$o0z zTXXV6#j>DR?RI+S8xXHXCr=E|wO@KP48_hfhzJAlmyTlE!|i2)2JNXq337Y3bt@bW zjqrJaDd&4=c+5rk3pNv+^bIEK7*A?sK1vdW4J!-BU@XjWlc9PN7jy>;jk=G^oi zsAw%>{$*~e)KmY7PxIB+T6OKfJa~n>c*Q*anBeK9)?wrCO{yec9y9qm*7y&~3vLm& zNqaW|YZys~17G)o3#Q5(Xh)prEJtc`YC4~Bo@osp4GtQY$Lc5yVxw{?~N1qu#v6)!0E*s1@gjKS^N24$AP_M`A^INlmbDhm53N(y=kZ%5!n5cBG zo@_Pa1lt(>8}pVChv<~cKjnn{w~~ws#~=gN=Sn!ot*~~U*eV1$6oDAnoGe((r_fbbJDDQts^Hqfh0=pb<*LcFgm2L z{g!MyF_mb2MY=Bxxc!zqgZHG56p3W0N73|nEdw|OoZNqkEJyta!hjajgEB~-g2_TR(-rVAP-g?8jtm#taaBX%^3u6zOL9CdG}LP|IN8b zRH=h|*}!X8x5VZa4e1LUv(M`y{ccQyh~w~Bpis`r>;`mj!^~3e5l_EOMhI)2v_Dmb zlOJ)J41+AST}@U(%H0iEQdTYowbT`bN>XhCfwt9&q5N8#nD^AoLfrMR9+Z4eqximH z*w}YG_h%pZt@f^ge5OC!h|#LUPky$yN_LB;rzGcIzIHL%2!=cG^=86OJww4VH~NXc zV7I2*@~!r1izS`I+>f-U&w`t!*rp;t3hNZ*x7bxk=)thlY`>J;CMLV=+_VuQ${F+f z^Np8df7_7(X7ClEQty;gvgqf)VnXbmPQ9~7`i~80?IltQ%y3Iu?7KfQs7}fs>EJit zMe1|)cZ==nn3TGISy-|l*xt7%c)h@U^?IebkotzH037k%?N`1)r|+R18+Y1YY$@Si zyGV0esK;nRU2;a!fJq2U*>DO0L@ zfmI&h9VtE4{t1nE@{LHuGo_Z6h?qKV%d`6pV@rxeZ^NIp`{R!~y!Rg-Qck5I(KCcQ z$2kJTUN^>vLr2@pL1>ISLmGr;$K_`5fRG<=N`P}hxbb_TiQ3@LktA}JScTHYD-2VA5L`84R{zggO9>LPxP$zB@|wF z)!N-Ox)!_@l+h*|;h%Ka6YB4ZHtA5G_<4w%E;ubQJh8?K?Kj6?y46(sSJE4lRvm4i zTuhci4bs#fowvQhS84&xe3qdx(X-iyl6S!5)@7)r9=a@U?<;rLcATCvtHKCD_kZUE zStF$iSY>;@;r%2-rB$!yeItE<1bz>0oIpHl?x>$ihApE8_6b^kHdc_A9_4Gast!|+ z^0nd+eRe*~piX_8qw7;EWA9We-?M%(@Q>io*~NFQcY|V9L-Q3AMah6gKJZybYX9e@ zm*T0!xj!C^zK21w4V5C|E-YysszN4mUy$bPss!i3q4_y|AKO>smlv6(apvZV%zO9G zZBIh2dKdWkO~?Bv=(qLq#5Cd5nc7o5+(Vk!9krIFOZN#i6(?Ew5Jb?*^- ziFE{ep2{e+GNaP8ruk^I+4eTIW41iIMZt)9Q<( zOw~3YyxaQcd8Wd7ySz;q$v4rBr=J>un`E?|?~gZyb8l=*yDb9F@{!r+!Zs?tT>QFC zTtQRNekTB%OIuHeGR4Z8?S$k*rgb9oiNr!iwwgrqRONBiR{4Pq#-A2>|J!1&B79Vw z7Oky4zUjaO5Ncy7-Y)N)cVCH=;|f-gi4}XxC*@@ycq*l2$8LWP8q%q&B05%?_^}rZ zYvJ(L#|sIc_9x5_OZ-YTeS5Viqd#W|^)%_VTgfn={|4_Oo>d_{P#NEcSk1SvL!gI4xb-LK_3qVNN6_RsUOOT&Bls_@9;8@0j*7`?k z%#Aj&XRN-`#B4*Hr+N#yKqN9IBFYJNNArN(Kx+(eQt~uXqdE4|zhF)(!+M zWU+y|({?r+`g~%~@IW(rI+)Bb>9U>k$L#WiF2!@n@Ip_FzKqzExa(S-BytIItR{nvD9VZak zGwsXpEIm2%Fvr_sE^Ece#JjiwPOqFg)9&}qXGqxf8Q7obwREK~}_GcUTpX8z= z28NpTVtVS4;kq|$Mm8d<{O@8iUsJ2S1>57XnP(Ld-;IDaTmiNL5VnoOAJ1Q}VRJwG z$O6U!=;$(i7s}qfGNy1&I8GD07?s^BNrNlNSs{&o(m`X<7RAsm1k}ie#9B`p|U@J=~>Owt501PZA;y5Rcf4!;a{Dd!0%l^dfo>mfgIzDC# zY&wQEsWVlClwK}xg;`!8dS0;_TcDF*q!+T4m9y38VY4JoZ5!e?`RVsv-Hr`naBGoht$&FY=-t+u`VR8?XYk35#t8}j&3VEk8t46LxJp3NK?Xgx)$i+C z;mKx>F%lRYc z>BppV9fmJto!J$+XZ;V2)^j|xU~f`m24`$3va{W{KLpRlTU%oBR@{U)orh;s zTbUo1PyxZ#-7x6S-jmJo1<+FXLa~(~IUysx=;J4cYJBs3!S9fgo0+o;-U_0t+TQe3 ztjEmOwJ~DMoJW=5EF^QhGG^VltXL59h@1X;o>@{?!Z$s30-IflGCP_BuC_WUy)frk zOQJvgDzwFE6)vak=ZZ`n)!fVjiIB5W+)I{)_d}0L&S!;~3>ePCH?xt%Z#I?3hRR|H zTj_W6#K$J{sWTMjz!=LOqu1jRddVHCjYya({aE`BZag*>)OoS>$`p8uS;>1i(N|S= zbnwyoxFAGov)BL*()gPrWtef+1&x!keL#jyWkw}dCe1D52&Oj^eVW{g@U#HG_bf-mqJAMu`oOJTF)cs&G(vbQh8jjiC4`IO(^1{U;D+TYg6Rt$t^y< zhqx1@;f0+T5CIz47}?La!xZpI$AK+x1tG-;<6k8;QV(`Y{agB3j1_cky_w=1C%B1t zuNQX-&qjFvIpS#Ic9YTvKM!LxV?;+LS`C;=?!XOHmylys)V|KHZ5K8WtulM)b@0o4 z=p3&*-cP!Z%sU4vbK1lEOh6dE2;J0;>2V})ON%@h2--XI**jAub<7VGH%kzmfz}j_ zF4a&VMl9N8cl{~DYGdSPPWAr*-NO=8jfKpH7u^f~^5I%PGp~d;)lapNklDmN=m--!t`l+}mes0^I^75Kd8U?_$TrTT3TdYTq^H1-?|#o{8VgSKVk6xF zN>UEf1jD(lv#J;-k5B7HJDD?LQk{k_s0h5`wp6D_OrHm6xweFsLg4#QmZ{g(e3-$b z;R*L#-pkg;H=fS(^wP?&0tZ$q|05k2l^@q3UH5jygC4uFrI0IPR$|>p@iowd74pKk z?ZAmzb1tEzJA)+HbZOFpS!g}p5{<%3@4qts5na_E79vfZq2{k0o#Tq!9mQed4G?IwQgG1 z;PnkQ?jbutMw_1NQfYgWJLrolb|Jr-N_{7}co;0Qo@5r|yJIDOHU0G5GqFk`Z|r<| z#XBG)VSSF0JbPR9x1K

8rLM6r=qmSaaw5d+kys_iL-NU)Yfiv3^U~{TZ2DiJR#2 ztFo1{S9iAwFDF*@&#K=&Sv=M8mG{zTBXTBRMcUsurl@e3Jm{D_qb)|dO>m22KC>SFR`X2ZIQ=UWO3s}_NRPRMbg z6cKe_N^LYu$>_GekaKM_;ff8NBPBte?cNNsIMgQ!oxRJe+)w)zYrH{PRb_MSeHb&8 znH-oKjA8`iaCz|da9(e$h8UZgX7EYc*Yie7=UF()RwS$Z64_lvv*$GD(c(Rxj?)h) zw=Os#nGmYnpqe2~_7hOT@)tMe&|SBmG+V;HOm(dSEufrg+Oxwg#`Er;7=;Np+wWc9 zn5T)@H6M_36IgPt`B<7#XdaKH3|!-|=xh5s&cM-nsRW)Gzf=5V5|({jDC}+8!*Io_o8xfWN2IY~NymzLmz*P_*1xOY2T?!Mu*L7@s) zO^>=PjCay%*2-#Pj!o&gIkjBY+MYB^potvlJqbU`v~{Yl(wf^^UVdxF;X%ayK7nlW#NQtpsyLjl#1BV;>_bA1(9D3J04ngW=EAw z_p`-jUYF_1(HZc;byNBJ3T^Q15~3&Ly?IA2WO6NjS{Q+!U+K%teCzuWf4~=t@%pXO z3tblB%y~_N(`G6yp48W8HnZmZoT-v~k4ujtBF#pQoJy_6^_i2NaXT6>H@EwH2oB?9 z_7n$FeXv--Vt$}N{m&~&)Jbv2Pih6%`2K!h7zz=_zh6duaD9#Gp`i2ccenfh$Low3 z{8cf#{ZQdQJKSl;VhF7F_aX!$YvASDXT5p>Rr=5lJz=_Ua*BQ-=1?M2s=^2r4s%U5({BvcgNwW@-+tY;7dfoT^Xq8xr0sNiBxiY0XV+6y->#aw@X4 zqJZv6!+{N`dK~AmO~on*t51jJv8SIlQgZH8YOF}v)hqqF6Rofn`Xy3yW5ho+Q{!}7 z=?jS^t(md+Nj}e<-Io#UY9{lLzP+e|hP?2s$E{l!EW8n)w>J_cOBb<^IE>%GfjI`d zX|;#mezEeAO+K`{#Sz?bPF%=fC%yLr6%?4S&IBxJu-qH2o zreVikNx7qr`y|KagNeJsrprQNSdK|=|HbTWinR1+-fxm)NfV>jpgr5?hAF#aD8b2@ zwpss18d|sCH%Q~s`JFd+rO2_t!S&lw)xljG-K_(im(bWRk*&V5BQO%nODI}&NF`NR z_zv`6l$PeH)?Rb!oVz_;PhamYh!Z0=+G%XM?rWMwBD)^+#Ng9Kb-=e*6NCfPS#CxB z7<51jH{D7eR?w*RP0#AX?}iTx&xa>RhhMP=@>YTX#r(Ki>InOJl-TTUzJ0)zk3RYRvIo6?r{Av6F9xjAbEr?w-KIk(*iac~JVCYKSY`>TvH5-rxtaYo$2p z2BKe?f^g2%3Qo*vo*8Jt0Hk7jF#m2mPb_{gNpld&Rcl^N0FyF*FNB{+p9qAbv-&xu zvk@0SMajO)6R^s@x)Z=)Z)eUetw^jfG&Yv)wUXH6>u zTFxqeDBTd3ightn!yz;g`JMRC=;o)9L0cY5Vn%|dr&XOe^sAlt@mIW@{psgEcfcu? zhUFvGVn0Z))LWlHWQ;>Q6q`55>hK{$1c{(^YLg^$EKKR~OlI>lzZhovkgyD0|Ex|@w{L|K8D=^!U@x)hid4yiih2#o)u>C=3# zkorl|2UN1*cun>|{)erf{YcKGYOoX-r{s1Tn*~;FTV<3m-#vkhTNmW?`2IXUE9e;K&QK|Ix27e{NhI3ng}tZO!=YIo!i6{(yi zkwNc206)%wQE`dPxo=raKSLx9_E}e*XZPxPOuJ*3 z0y*-60ubuLD3jZoPVCy>8`tzhx5&uRZk(1})O~^^`NhX(5N(-hwN4tN0Mh&Uj~1!% z9RX)7paP5WMQ0$4`RuTxTLsJPwrMRxcN%r)K2*w{FUEhzAC<6P)734;DS8rxY%WKp7>A6+DqnRr zDuvSYqJfwokxvwZ2&MHZJ61{l2cFPI2C>{;1n*$}=&0=PZwJ!J`yb;+joH<`hHV(V zz;L;oFuO{oy$HoT5ekK(8c{IE#O7UMX^oEkRU6QT%;U$>5N5!tcyI<)|KJfzk8mme z@xPUk%k%Rqw<)N)uvi>>Fdi6>e4}ol&45X+3jfN3$_b)n%DUbbk&Pgxiu(-H#>DR)oYs^vS!%p-Y3LG}0V-n4a>e+ZJ#e~0E*z0=f zVoP&X-%IWsI*zPu;SG7Zj4C;|NrGmQt}Ymh|R3 z`7n#oa&57vL0T^SbRb8sVN8PhuuRfBVewI7`1_T@V41mf*nwUd%#ZnADR1uba_$UBcdMor-)&4oA^J0wKmS7>S{wVM zL&>5ohH;)({<$JoRYVJSAU92?LK19oTpGYEdJdg)tZjrZYoLftuV@pDh1X+@M#j_* z&_Stb6#*_zxmVXYMwdBpnwQ^}*c)RP1p4j{6Pvyi=>osT%?yt|9cQmpiy)XTdbIta zNkBd?!p@~0p$D}Th?G;}x5t6P{d}3MDT#xDgE0t_Gw{w9ruwb$(Wq{8jhim5>IFbw#qb1m|LrXGMhl>_PnURz`D__*jSgcYS@@ z@>`DsuRZ5Qt9al49%>Pt^j9dOvg7QctNN<4D*7UNWOrD%O8Wv{t zW7#D&rsU&whx4dk`t5Pvrj@oFmI?mZSo)?N!vn-P7CDJmw%U+)g&of+?DvpxraFRpZ355t4|R_S<$mHIfEBgy7Ku)&Xdijf+|hu8YewJn$XdC z)BO-veyB>PPMbpieqcRxR(2?W3* zRlQ+L=qcxrnbob&&UGCr8b6u?E@n7x@caEL)S@Gu7QG1Ij}aiCP}!Xx6P)% zz*Hg=buU+N|AVdlhiiHYa`PZ_zKl7EHndn6V!JMcy2!p(@W6#1s>o0KJ*d#F5>=%E z3>^)s6nrIoFYX*99eCK#5(0}G@b?k8b=^$LfKnNjwLtn6mIx&=?+wJ9qryrDB>JG& z5q!ofu6}2>=eD3m4i(R-!!2Z45We2}{>Lq6x=`h@)MJGs7hulMQ#CDB1#-b`kmft^&x$^ULXeE%6 zuFU!9B)O&S{O79K&j%!QnGG?bJW9<*GU?)1UsT#X{iK%m6K>{!tJ{^ybhu@E^l4p) zA1<<2vJk#FRxQu-T{&c`NSRixy4amEyjZ*An<<&SV|4JOjh4RR@euVnN}&KcYIFXl zHbx*_+w5e4wS)w$CA`&foic?yf9B+g61ng5TGJ6eAuVN_KgDtk9{26xV1HzEH8c56 z6Yo}(G_|wv*(uSJ&a=ey(9me@VlJX_wIS%wLI#^euBX{`vGJg zWI@KtC5T;FKH=BE7@`H&lUAj!riXm^apCh8oMW3$;pgt@^!Yg+KhV+H>c=l83fha2 znV-f{Nw7Ug+dSu>Pne$L-Kr8CeM`kQ^SmOQ&OjuvG>*lN)lQIFj97;Vg9QWi8Es4^ ztt>~~(0z&jt2SgUZB=PNMCUB@DHqQu4Aj- zXn&g)3YAbTLsAmCwW7)|uK$m*zYL4|``Wl+NkKtSkVXWhOF$YyL_j)JVu(SyQ96b$ zX{kXvM^w6d2x+7x1f;tey6-*yu76z5bKS>rzwpg4c))D-{_gcz=Xov#qd^PpsX=R| zH32nYH_3Ct#GfPKyv7S3@Y}Nj4d1R44Lkixc_$HzyMR-<(Ke{x2uW8)PWZK4U}bux${FD7e`iczq*iPEbFU-x*m= z%;ltYTa5k|C4lKh_RabWNk@O4Lc}$N?jEmWXV1l2WnnQC)Rx_eV!>ku& zN!6OPwBTeiqv(i?w$OI^4PGA=Pl&EuN7XK>l>Wtz z{zHQ(e6b`XUOaeB_FwP_O`ZPv_V7+$rGgyM{h>&A(QxL^QCKAX%L~H?ZzOKkPQ>VK zo#kxw1%<%3skHc^8WBZxzl#3o@pI<2YqFp74r%Bi-!A9`m`zQB+S-ee_CuYe2s13~ z*DqB178P|upwkwf3|q2q6U`O8yVTv zCE4JbnX8{VN8)J}8#dE0+RJ6v$7Th%NEA0@3BJ0Ze;&K=?Q+{vf#JOfSMOEHG;<{CI zYi06!q2`DmWjRBa4cij`(;j^d6+m)%z5Kmzr5rocw|fODpi5GArYsh_H%AA1jH|xh z+OW0x4&J>kY7i4EbE@Ct#y_KHv{3q_NPCDj|60@gP?NPOG*l|!I^Q&UIoxvg=j^L} z^c=StdYTFkjEZvCFFUpOIoJB0Awl*tNn>grn}NLJXEfqbyl69`dpDXIi^MB;TNcw; zvG3UdxM;UFUkp8Ekr~0P@@A#44@}ppBcTPR;bjPKtzUb!fUGj&AoIj>r}qc>T=8Jb z{9sUFIfT;E>5Yd<6JE5$-c}y;(o%#S_5d=U$R%Rs26tU1*#DYv!M1qG@TrPXvOA?_ zGu$+Kip&>6DR0q7Pp+keEnz||m?=!fkvhlGG@=TT7t4!BUkT;Rc9+$hQ<*_squH;~ zn?RM?lZ6Oy&_1zrTHG|E5&g3_DAA&;cTrQkRe$!;2PW91jUYuWY(E^^t7}Y zXTNw_*KkJOv$k1U4Ot7Rrhtf)43^&86}-QOu&-ViLtW1FPBN zq4qC~-IF7N2*PGfb|@#O`Q4^h>124hgnqT3pp*Iu!&?VK-ZFv7wzaG{ZX_&syqiCv zdWW6s+EYwsHx`&{SV*54yr}_&RqTs2+xn}v5$V|{gMkH8J|=t8&)H&gxINbtEOakh z$dScwV66L*MI}9BV@yG_8xK8t{)&P!fhdS03M3fLZx>s>`%+9T;#tR9d<_ z=)=JFvLgNleCgu>KPhy^!xLuFm#PH2w^vH|@6Z0LCw!YA3-=k8k6EDM9hO0c2KEBD zS%ewGd1CQb>Uxq9!eVh-?3eY6XE~nB&)pc!RYcZu9M8e<0Z5tsXt$~Y$(q(2D6*naP~nUHM` zhz(HwbSCV{{E~$6?1jDhG1T6!nfHjDQo|wehMDwV{2G%f;LV$$}?9+u7SdR#Y?8aD}{I6W}v zPdKac8^W&9Dywvp{uk#_{mG%;ZF>*GF2&jV5OG=Zk9db+!<#@K?1nu>Pi=m6C{r%5 z_rch1Uc4{KX?r~KxHZjRtAg@{0=hwUQE6xt-<)%RwkoH-Z^7q-0i{r2GAU9kR8VfX zGC%-|i-gb$$4-BLurv?$nbMX&j;r=z1`L4|F5j#`jSS6hVA;een$2eFE@vP+-H;cI z1HqE3H;k$n-4fbqEQ}VYyH%FVXr54xT~F52BrBs1K&Vhk!vgKjEBg^Ux;7y8}S8R!L2KIOTU}v%CVTJV$l|9wj5dxbJs{hWSEx^if?xbN$F(%Sc`RUC*^~Q7 zs5q$%FY%Y9**m=`v7jMvZ|^LNGySb63In}}7;k}|TE#y>1bSMQ&B4Wd4K0R%ti9D2X(7)1&*oeHlU zpL<1h^}DtE@a!GN7sT1}dUepcJSKn0`w>w^Xf$MT9r0F_z4)wrM!bC*yhl2XKu4o9 zKjU*#n|$Vh$t-(US;TBusdd{%f6l}P!pNqAl3kOl(y-aZG?As0RA=;6p)@vg&x`E^ ztKD3VeZunkqIcX_EL0qQy4nOyW~ojZ>tEvzi=V6ZX%}fx4obUWz?D_R_FBsqX-Goq z{aprievBQ$&h^QmT36a1Su{{HWqTxdKzRkKXQT*Q1G(#<#oKw{tPRz%2sC6#lGkzb)O(Ef~wyf(fA>r^^u23bfY%eU_J|LPuyZ#T4^1u8i#^*X+$*H;dV zo-CY_ue}him>w?=dVqtUL&>t`))(?Nqe79vYyZ@EYxyP-aDzCc$q`U39WCukKQ4HiyLG;U#>c2LW*Ok zSoY7?`VaU8Z%!XoRx!5uqpaG0Hpbo`>NCR(Pq)~;2KIi%)6ywUtQV}3H#0tGGr~ob zCRngwK7VqBvFj{ys&_7ZVhP`PC}d zjr?E$Bgo4G@f8!}8TPduEM)i%X2Qnj6BKN+QE4cD{8Kb(-}pg-&S8S2Lct7IXp!C* zx9eD&^@-N|vp63s=c~k9Z1|zg_Hg+knC36I*U$Wp+kVu2qKPgC^AOxW>O z4_dA%5I>QE$QA>_9se5RE(f3lTJxlh9{N(qBC@V}rTfC#kbfXMupf4#EvzvwqHqEu zqZK`3EkwV^QA1xJ&D6n=gE+WW@NC|o_QLIV-DXd3^q&;^pC|X4Ai&kvFxya*c4T@X z%$CkKq8gXw7NM&5deuvX2xTq;gqW3>QT&bfS;AH8xdDV;AKWsk-zS73)NTB-dZLCb zqem!_>*!k;%R7t-_A54p!W;!?0GX{G;^?&VQPkt5_GL}pNJDpEm;ci6NLR1?gJ+Oa zyc6ezi+{Vc1^QAZ(^bk*sCPL?cR84peyp)Y68*T$?mK9@k)L__G}i|MKFK ze~6v{ZR0%*xX{V*-HVGb8>WGGtecqll%(2hCuQ3356V`KhNHZpjLrAxcJ{ps5Y0MR zSpL0|u#Fcb1$$`Q|vXi8R*zXjR`eQ0yVgph;kqpC2^o%j>be|!tW z)7^@!!xZoE924ukRtL3?@eTHdV8NlRqR*srVItzZHGZ#c^@E|DU@7b@Kvq;RBm$rjw6IsBLj;@;hmiz>Cwc7D9y{5=2x0MV=Da%QKPqlwu?{5QloPt zzJvHO&6sZ=xEmt_x!3hPbvVOIpp*_2x6{QG?7di!86)da&xG4kgiN?lG)ZJTE_&zf z?S(D^_E9g>&xcuD9VF^rA@%wN{P&Jb~PR@HocAz=n@pz2Puz(2kz}S>s6>6&cu(p*x_-aWvfXc$4Bj*>NyUIkXZ|OTv+w4 zi6YDsCh%Zn-8{aWfYSp?SvS<>Bh&SLRBFtl*TQfzIpX?l&B&qt6m@dCr%}`RNfu3* zJ~g-BRRa&lCZ-u(v#{ri7mT4?&BF_h|Nk?W9x zU)SYY#oCqVTFIJclJNL@9_R0oLY3NW>(AzEg}!h1O-4>?6)q?Kyd5sJgjJMsKe8EF z(&0x+yN;gt<__B>MRdzu6{z1SOybs|onbhfKC~ViA3vO;I3A5Oh)Zl=AyGY}?QeI` zyIxW1Nw>Oo)=lHnOTD>4(OG~e9F+}IBRb_DIxF-P+h`d}$aU-}5O!yinC8so_Nv+k zLW_-trfBHo$;FPlV479#l3Ux3s{pFywXCqS^qPb9Tdy~o^(1a>{Qbi_g~#)MsKk9+ z+gr!JuwT!Nz>^5G*31=T`-RzT@f_pnQ5Ly#(C6oZXEbFscOfV-ES0SZFY&9QByN7H z1SJLP)a@= z=uhsX5bC<8eXK2t#lx%D0;Q850x;2xN{L~s!VT*9XPz*8_gM%TwDzP#5r)FuDveS@ zj@j$?x{LvF%1t3=)y}$o7CH{_Hz6NPWX?>=Lb%Yh=M`eg> zoxzyxP4g9vh3wTJVZ6L;uPcj4j&8cO%RkH7gy}!Ub_n$Sm~T35Z(e{bO;Kq*G2mtx zi?MRN)28X6QXG@QyenIM^ibXaw_j+dicrs@LM-*>)~1Q1Pm06U)p4V@jStxkDObmp zpQ4Y%`a)f7U6qY4t~zDKV>($Im`j3GGVr4BL0F=qpOM_ViW0J zX^Av8E;z5@fQ-_+U$z6>v)(CuI8TJPIZtr@(WjOJlC^0=Sqh$npyC=}P?qZ?8(V%= z?TA}D^A{eCQLbHO|AUUMn9Z;&u>LnXl53YeT?kDV7LuKIoB#hqN2I|R&%oHjF7R#A#nf2$3k^x@uo{Pq_-L5r|VxrP4PXNQftkM0@cAxcq$Z9kLCvxT4 zj$HEtvDaA+EJ)<>?)>+>LV16@3(Px9qg&9cC8)ALfAi65c9gp@p}Yk`Oeypw7YVGH z4@Fv|_=!P5kM3+BI0i@Mvtu+f4na4wI<820yHD4Urbkf_Q95_+YSz=}(1(xEahIj- z>;~Tm_+eJzl)FFvnh7xBT{ z8p1F$0||i)pw?8pMY_l( zT_zrWz3ovIotuiQR--zj^Ul}>PTU7mt3PCaKk4N6&30}wx!+a?R62UM z8kOGVT0em8Hsc$G^ktr$P1k|n+?142L-#Imaubax%i8sZ_hr!mw6zC)^LMkCrT?t0 z{nDTD2?nDYHs7`;I_V|!JNuc5gRP}HM0z-TAWzUOOao8r0ti=j8x9NXlzLKeO|ia7 z;_S?TB+=Y@1(UCH3fy-t?(Icy#JYF-qT~nCz*w%eBgvbz<)%yd@tJU@p^{gjOyNzX zER4@yI1*(dic(o`3W^SH{_==>9rx;xQbXqQ$9E$RZ}26JBM6ngYWvIN$8;}U1k?y9 zlF3ear?sB7kjD;aJ&O?#0O&%yt2l|hg^j&7gtxY3oJWAO`=&gv@jno@NR3yaROHNa zDvZ6xq)qPJ;s;t|V4P`kV&VUOS0gBYH)*!R*zwir*@UgdPs!o&ld}_xl!(=z?c{lm zbK>{K3_s3gMgJIgq|!Oy$qQ<~d->Dy9e9{BKyBJijQtGfNuLNHkpeu}(1F^&4C87B z9vhgQZXitKdb*SlyMZm;a2qfFxM9arPD|CDL&p~TZ1=MN`cxwJFks&7p~&JVse2-s z;~0$is*hP2KQz8vLErZ>F`z6K98*f9JXQC!O8ML}I!m4HX?e7KAxQ^?Vw{bX<<-ZZ z35v~CDSpU%qt!{;8&VcV7U(Bq}DBoHVY&`8ffUPx9A>XgjSL3TW5yMXd za!%LT{6_-rAzke{-(KphS@=;DXiqNg|Jm_!IRb#18KOw6l`|kWSOAvF^wZFl)=)YK zQhX|hlE5vZ2c163X$XH-&gYa{RfROWKiXo*V&B9PpJN%0nErEB*_~VueTy4A1oF?{ zJA?SWoRExilYthK+fa_Sz{0jn3m+TQP<)ZlRd=B5Zw$YDNVs>)} zQAvH(EReR{$>6+R-jf)xvyT3_%=`vPU~r9}+(3|)i2n=hN3gXn!g;NiHbfXxaR$`2 zwbm-_=LD^OYi(59tCFPwol_3WXu!HmceBWDp9_*t8_y|*DGO3cykB4{d@&g16&FW( zD=dMIE|Z3N})cV5U7Sc)wS^BLHrfB&68zK6}M7yKc_l4+1FZBT>JM{ zOBay9&TP^dum*Tm$k@=Kjh%-MMz7FY}=C#@XMWgxmG>_TJ9!ZC;|5UST#2BEASQVdtTQ$wZtv*l0Q zrB7yg>-nh@kTIx)GWSryj%ZY;jH0megu^~DI&N{~Z$x+eg&l72A&$BYf9{3@byUBp zwjkJFv1D6gH~MgX2EE&QR#n*|%!Fi-TKn#u{5b`LjejdhEPg_T9WK`+#%m0&%`QLl zp0W8zfBwsy(z5@BE`qtr4$@WC}2m;Sq8rQm=S33p( zB$8ouTb3-h4$4^5P~0#+O){(}J$aGx+C;apmr@QxOJA^N*89*qj_&rp<~pfK+)XrA z8=KSqUyP}ZPtPrhH1Tl>g~K&(b;;GD*Eoo`GJsfmgJp{4=R<|Dvx_i>W+i|N_5Q3> zZu}i;?a6_+L9SnJLvsilAY`WB796cR?~`evMx%pQnj=LR6cshuHtcp3aGW zoth-*!F9j3+-iLm!RvZ57n~bnIH_mD!Wo9biOBC@ik?a@$0yqcCmS%DogpL2E{q6Q z1=8Rb=`o6kpfC|R_=U|2;PJbUy<-j7jN6|izn+&iO+@{PO>E+OYA z{W!9nxTX)0J|3~P0@}|&66hGy0|JWGiu9MX;Y7s>YFQB2SJpB?K$ zlx$W?EkzQ1qk3pQ=Hb6+`V8u0LqK&^>MC0(ZP>T#?kM%_k0&;Y#yj?iurd3*F!p)+ zkOt(RbY1$X-y?h5uLjqmS@?mvuc{DcHvLLd;Zrj+t^dG5`VRHd2}lQ1^rvsM9L)p6 z=A4dzos7^_jWAv0&DfN*^@)Ens+msIXTEJ_gh_tu#;;YH(4wOUVc&<}qt&G4@3uC} z`j!9s&C1S`35{Vg3sQ+hUlAjy#cP7ucXzA0eYm%?hm8XnY=5UClrG!8J(`xf{a{IB zXTpOYrb|&hG(HtZ2B*!~1bAr|K_GB~*qpfI!utHffEPn<>*q@ZMdWaK&5EGASCl3w&4pZ^_w(l_8jO%h6X)p@2Qb z(*MJrz>Pb9BGEM#quuCI(c>o}hOp8W7+8`=zvxCC{(CVsHk;+_=<{OnD}anF(s*u8 zmw;w1J`vsfSk+m1coj2`hUKLA+FIbU6^F>9M&!o$Nj};5#^T3!C^5S8L0&+nk~@3q z@sO_E8se#6M}smgwqVYq-otzB^i{3RjZqS$66VSH1TTT^NSoq+W2ReilAPkxE6h3y z{#Cef50m`~VlrEQrOmt@QiNR15?wvq>s}8a{B&X}_ea^`R-*3{WtI0FS&Uh38DVDp zu>8#YrQP#l*ag6HYN)o`Fy)AhuPd^WNj3@SW!`y4W+OfTr)6!@)qeogDvRodLlksg zJrlGpIAzDxJ4v~BYY}3E?$d#{p>Z>;-0)8$-NE?v zZT9)w`m)!2CBsbR_q$)CujGfeeo}S;*LL~3k;v{{S$?0zVJDsNS6&$3sv(>_;r%# z8)~vl6BcMWr)#-G5J@-r#2$-aak%vDF{T9!oS?lX{rg)_+Jk4&ys`9#GP_ngjmenu z)@vS%u6G=egGQhkj3;*`Z`QQ(KU4nZIpN?hc*kY;-P3n*PZCGCDzxE8#aZdoG$Kt+ zMmTt@c@qTEdg)kkTFE4=Ye)K8{1Msu|0YmOWoPX)EFCSHRtg$Sb~Q`zif688ceM+j zEwSSh+?}AztF8P5JZds&;ZFbG2o#MCcW|bK+k>qcPa~uA(}*iGUNnGW`Tqq_ECpx) zCAy(s=Ib(NZx>(|@nmwEgOD@a0WZ~61RH9^IyLS1DbON+efI7PeXF=kson1JG zv`9w|PMWD)&Bxmk?X8;gc2k1?=1y@Y(d?81EZQUPtKCJy-z+`K_9PC=3J;JTM*C%U z1QgUz=&Af#@AtMNQv_32?egbVCm57J)o5WjSCdg{x0tqqFJbo>}vB%tF*{0jvR3 zJR6#Mz`_Q6_dD`dQ~i~K@P%eir@#1yE3K`eeF>QIWWhh)>PT+@{9DF2H?j)hAYH_o zCJZ++oN5aD|I`#&-viz>rc5ISqyGafwfc?;KVe;a{rcbbxBtMY;x3`$Z}E<1`V(t3 zW-Ye7(>C({;_cq~O-a_8U4-J*P5gSe$O4#r96H76V zM+pt>2_|2hfH|$D${G6+b}!c{ZQt)hiHFy;{W6fTYqw$4%0we=0&{(}4`!tAROl=P zpRCAI#~0~mi(_s*(;a2b&-#*gR7Ha4H{7{bWH0WVEqHsSG6TaF8#Je@j8Hi3gtou+ z`hv>h^z9ijOGA}8<=K0e3WTY@xyZ!OpaWWU)Th)RCD^lXo?!F)q}Dvdy=M*O0mMav zT;2mi$erK!egS)1Jj!ZjXI}d}@ucxBI3ekrNKI^kkhU;-y07d~BFzf=DE(r>>&u3> z==Ftnn&w5{{ztO~wgQc+igK};iJjhoJ``%XoU0CIqdonWS+bv^Jg%Ek$o|4;HgBXL z`=P>u|D!zGp5zS$$py9|wESon$d7OgEh0_jn>F9yF&qS9a10BKjh+S7^K0AVEKXMiuk7^CBBhbA?OIIX%(m z(_Cseyx3HnT4EQr(QWoC^DeLb)f1#bCkRtW%!F*!jaS)sy zwOO}pvj&nBy+j2&t3aOzC7d6#Akr zF$cu&=2mU5h2*d%5*1H6ARq2Sh5jr@P;nab+FK0;KHTe)KBWRLlg=!v5?nPDqs?Cz z_U_q~p{HB?343nPXAfVd*%vnlS2f|WMqJEV*FMTwpL;A1V%k z)h9>A(V8Q|Ij{m5>gga6_Vr_{4}uKJ;a?cI0>>X>(uQc?wJ944*NBM&5~LT^XbFWGqEG znW}M?E+cRHB@IdbOIbYPP7}OTbRteLIYX#gijR*Jrj;*Mzq~~S$_B_%QqAwv$9$qc zc;I=URyCTD_kf{fqah-W9;J6+X(*>moU-pHQoWiL7PA4tmcRS^(@0L#7-&cg-do~{ zu3r0+e9y+uR9hX_Xc)9u*9C^K2Zz3t#~&k)8(1?mbLMEpzemwnI*tyZ#85N)yByx) z*9{|ktXAI|UY#H0N~A8rZwMRt&YBs&gJFO8=8ONp?G$_~cbB{jJ#Hk3AFL`H`Siqw7}NN!s?Zd#B}FYK2r}41?l0N_d@S?n{VbmxA(j2M_<1k zTZg(&6BhmAx!~3dVvZ-+&;r|!Rw*>T5oFb;T;%xBvjL2u!SIco>eS^;_jMj)8?kf%(;FjOV_Qb$czdW zllLLJAfza_7YQg%fyWLQl1U9TfOzIaCFPSSGnasAfI^N75ey_p7euq_0J`s#ad zG;-uZjkx^f%dN4~?c>%xtzrDyT!x!ymh!ucIXy)~{AJAjL(MnGne~McAH-NGtY%Q~ zs+_N*Czn9A_+$=1d?uHI#~&<^K#uY{@nxKCAA?HJ!@QgIf}LaD6Js=}e2#b3_YySuxM$|ujeRa$%-M~(l zx!(JowJa_W3|D{rjO>5|eL#8c(BFb;5eAamW_>KUpW9xh4h|{mOoU7>;&m)fH=6>S zcq9K!#v7s``5l{b0+c@KZ28bIHV>riNzX#v%;okbNQqZ=dbz3(tgv0{rcVf~9@96o z3Qg37u;Ntzvu%c!15rMof{lh5cGUmK_ehRAizk}b&idU}7usLVYx$@XUk4cH5Ids? zBYY@mG+m4v=p%l6oo^+OI-Zt=YO~$c!AQ5?1i-!vr6}Cu9lI`2KB*wua0yKn7`#7L zQ}gSDm56?zCbL!6dmXF0YVS{uvczIgEEd!#G!88zEQ23_O7$npX3LLcMRxD!-)s>H zLqU~%CcoOd2yhDl3Ks98*p}*PN&wtP{!rZcbn&MALO~a|)fu|x&Y#Sm0AWRz?q=Yx zw??6I24qk1aj|IJy*v^IPOzH`d0l#W0YI=aI?-)kO>qT$j8c{^-se@`$xI3Wn%d4s z;hTBf7r9%B(>Thy#!;2e$DvEY5sXD7aq<41V;n^b6P%_-;)X&foC!Y%L=IV+S`5wB z6BPUUX9T~NwPW~>_|2iv$Ge(8mz)dZxCxKw-37ze&MG3D(Yxxb8}tN2$ab6%l)w5x z*3nZ{)U}yKrI~+QMtj192Q{Y@lu}`hDGIk|>bt_)ayRPwYUWyDl*@lbRvZ=m8#qHs z;StUzYo-0c&Rc(YZ8TeAdAesI} zgi~@Xr8xOz3`#n^*e!HvVAmFn^_U;}R~7)rRse%YyU&2Mgmg6Hn7TU&uL$80?!)dg z^b&1k6?qb+bA;@Xm;!7h8DWMfN1`e|R9z>S@9An%$bW)H1^Ri12C5kpx(3vdII`#`Wa(*I(Q&Mw#&DFq6r#`S-IP|H}cZQudj2dipZ1EfCZT}#ee!(G!2I8qMeegAkS0ipm9*N zcN<*ZZ-|u~)~GK8PotRh&bb_VEQp9B(s_j@>2$bH`2XD$T zVwlLIhb#jmJ?BQlzk`e3$jEPkK`Hg4T)HROrGyq#c1JtG?DIcG9UXx?BZv7`mrD|9T~A#Pd(O}bI6E` zW!%Hp482G!oI%tcTC>``5_Q;QFIHcOBMy38_~ISuC*b2b_5He2y?iJxfE3q$K#~jg z&Nlyi>5jBTmp<)*gBombTfwLa9mGWNp47gyx0`UlE`MNMhv3HCkXe!BjhYT6_V&T* zo&Ry6U0v6Hnj~(vG$O_!WzgU$BM+}^jqrVUdPrcxI`iIAN?yy&(qh^(8&k5){sV|e zV7i*e`UedqKjjeC9(>4w&h%-vo>wjbyyZY#@<)fFUJ1chkWtiBnbT)jG|d@|`}cWM zacm9wAkvGLG_96jgxcm({c_b%$cwjQ;f(9Qmzqy}`a!?@c_K!Id+|?AcRO=RElGh} z@JFl(Q-~Iv=ac-OQF@DoCQd;_Y=Q(>1XkSiHlJ|Ti`q9*`T$lj$4^uBvMJ5RR!xcn zdJ%KbdN6a}5a>w0zS@iOPT^QLFOm3>Ve;G%=eGGU<+0wRMO+vCq3pZaFeTOz<`GU8 zId)&+&F|n4i|kyy_Z8Ni*wa~f^dd3awfF`K$Avf8t1rH!a?R#}mx#8UIEL{{3a)v5 zFMeM`UuQhuc*;Vx?jIGiAknUij`pBVugZ;St30Bdk4r@0%do^ipI)cTIIPW<U-DyR7Ed=h(kVHL0hQq}TG;S}i=o%l@rI5N3f_YU7+m>Z=5paB2d~i$_MYhMd`- zzwQFp8Pt}OaGL7t6VW{U`~JT*uw)6=KAqkT!xlAZzh|EE$>7Jwf2a?WT;H3wg890* zj*Xlor9nvz=Q~oqLvkk#|E!+pPRUX7Lv*l{9M1~M(C6D;K3s!+MipY+`F+sheF#w= z{Oa8r{2|+jKX0pO;i<wd1E6R&66ymj~1T3!LDum3dRS!iJ zWkh$||6^}`jbG%nKtJlhd1Bzq|E2`z+nyh3OvuST!v1%fZR9pDbe>q;rd(?cd$nQ7 zoi=v!l=%FKqc)*2Va`|e2j$)i1uF;lZ4C(S@q1a4cnDn0)0gRK)79XumYH`;Fxf_) zj2u@dMXQ{BDVYi~l3@t_`axi3_|ur)%#QOPuI$uAibMil-4A8i<=XEoRd6TE32esH zs`L)i_JN@-+AM)1s+`A!H#JLTTjYZbHT_JTL4K*#HG#NK=97uakbwA?Tgj0Y>OnV; z5EfM!`I`c-t;V*7cZ0r2PwR~#-B;bs9v$ab^j=z!*4L!#J)S8vOE!tz>fL)gNsX{J z5vp4q*FH{aw*5|z7qmGG0vg-POc^ceDxvN!njK>t zxpsC0kT#T4ypE0?DKc<61a@{p*uL=@j76fW>8~mvAgMRgfF~{Ld3r5KQk_!>y-}LL9o#7ap{{KxF= zf*JaU=$Y-&=+IpFO8nGzDL1t3iNU6fTkrDW&AJPI1}lem+k$#|$cnbZI386E>cP+ogg;`%$jcz|mn(71-Wx9s3* z;%+$NW_vC74fO}a#%VBGe&(O$e5SNmHS90SNQ7wMYj3l3)q4N2 zIfO}kY0WPMF6K!9$z*$pT*N233&&Qh66g8? zoQz%~E7u^DSYGz2hx zy^(2>`iC7iy#oRY2h}}_-pE=7T6+meQRuIj-u#6EXk~ZARnLP+332ApAvzu1m+$-l zS!TPidCAftHinK0I&$$oc47VgRr3AauU&rX4cxb(-y-3GMQ@O^P=^=FmPY7`U`k%o zS5$mIu|LO$71J%nbv|V6s&tj(FxzDI2gxNH(Xab~QRS;UhPDBlzd>i*UCZQmeAzF- z>pzX>E+O2D7{m%#bXviw1>02)IllM}`@L-w<9JX@Pd*?IQh3jFk}Aj9QgFi+vl>Up zMQ1A5WRRCA)zFN_`(m#Qh#eWDEA9fR5#n)dLLe~wJ&5W9MbaDQLCtyjbS*MYMkHA9 zkg?|2R425&XRvsjrS9Q<+`TZaS{7E~yTprVS61^wvY(a-9x0`4sQ3)hI78ZCpZlr| zO^ZuFt&@Zv6TPNkizr02o$u=>XV=7JF;U!D4Rx0Nim%Vur08RC7eJl1O<9REwa^Ew zkhBa6p66eo7;obGnf-VP(NT9aCxL>`TN|`eSqA58hCKFvMKccb^$9&1naPe4XRE_T zh=F1eSk&ta8;+^?%bv1SZ1l%W1&beKlJe|>NpP;WK0j6sx)8u*vL?k>BU%Ye;#dX8 z(HD4{H4l6a(S^Hc8X+Wx6!jf-rZ(xEcuKQ zsVB^(%%o%V|!RfRAW7|*t5o312gA=L~lRpxX;WA-LF?~n; zWY*Z&kobntFfVti1}vg3D;Ad^6EUiPW{g6sDfJfaVr6_#YgK+Y5OvK|Xi#vPQb z1(c0O!F`F8)ev3c>;>UC!g$BFj5{t~D=tG@Pwc@bS@b|d`zX^hwr2t@oFZVOJ88P9 zPM1?%X5dE;`*x`07Ic`@c7-0e&hC4kfAHboNM|K5Q+ha7k~!{2iN#tr-|Bkpo&T(f zB3Kg_0~ALVAN8ZlF&E%P`*l)E0Q0O@4xDO%D!d)~ao=}d?gYh}wOGPn?ey^J^|IX+ zleP%nYj~aaS+2Ky_i0(bxaj%pO$i|f9CV!5>yr3^>SSG-5w6!d${1I2kWoA>BworO{A z`Li}|FCM}t9E7l&tfi;-XqYwu?JHxF*DZAndMot#HE3xIxL07Tr0&4XN|!f&2Gcrg zmDYbRLudPF%dmiKpOPHQ`!_Bo8!vSr?w761;yfN`%U3`vZWYz9-I3|Ary5i}Zgy@x zIzuRZYu&YM#DV^|NUhu&DhdK^UhO~->Vz^5+0K?e%Q`u8)ys0w_d;&j*eS5Ha=@8{ zsBvt58;ed6Et+BW@i*hjQX`WGy7;`J-ID3pZo_@S^Q9a7k)dp`5W&<`OSqp0KEo8xAu21`OpYg?^J}b)CEygIs-1W)y?+NRA*Q5%W zzdUj>i=!nBJ5pL`1;iww(+scsJRw=?bZA7dMspK1S@}>ME3xSp#x2xP-G??0uOnto zA`-iDE;WV254TPTER}cT|9Sy-!t$m=uPGH-e9bmiiPf$ z;IyTY=W^OnlzdAU=u1z`eLcNxF{Ufa~Tx5=C^ zsSgH+4)qHn^O=f?wO_p42UTw3?jlsrO~zdlLI{l*t2kbsTk*a5KxiSh@78bUNql$m z28g=J?@RPCwzIn~alJ3WEXXC84xX?TjAO2N(4bB~;L`n`odG;M3_BO0P|_4taixq% zq4|$FpO^dR7>_YY+_9XS#vP9ivrG0^gYUOrBo%3BR}%g1)I%W>^yT}{sN{PfxCL~g z*_%>l%iLG<+=Vqbv|cB38^*(`NXNrotwY-}wZ2*)r{TY>;CUwD+t~}iL5iNE3}j0r z4qhl`#VedfM=~R}pf{Id-wR3xx?LAuI0<}%{wf~A(>bE&?!JDJFUNh7xvJ5 z*PkxuyhK=<%E}p8Hq#)!3X*x!dEG%W53}H{{(5v~vzo0)#!Ha(=C{Z&(rxPi5Z!lk+P$zmStl%G5O+0#WL^3ZYJOMONx<1zR z61{v73pzL(#4b}>aqvivQQHw?d$FfzXPuQ;X!(Q_WqJOs8L|51@234P!h?lvq=r#q z&dWRCnF@nC86@A+4m29>0*Q!7zMlGfQ*cw?h3L4{_z7&rZG{CR8Om+QJ76Jnxm&FL ziGL>e6XMOOO&LR8^&Q25$=#I{ZAXX7I6VvZ+0mTeWN|ZXcVx#X`L{r$aeoOTl@&wVoi9KHYbCzk{SG< zRzNPwg&Zhfi1I)sV#oXZ>oFK#!!=SzqN`YV=(MeN^kh88j+=O+Vu6^IR~Y!PAT!27 zu2-ik!=bG16S4uzLJA-)86jha?{a>{03@9XN=z$4K*m5FWe=;E0m7ICg-CA>*#0gg zeYRlsO|k%ilGRFC*%b)OIq5cG$jzCI_WsG!@fc@NhC~*(7c1^|@>jgSYL}(tPfO=Ih73;9CO=7Ke(-XmMhnXKul2-?Y@EF~MYPOL>d$N*-LYbk+-xKY z3(2kkPRhs%>p{OOAwxAx6UjeRLPoC>YAZ;E(PsDjOIXI`p%>p=d?{37aGIyb;Kh@>&6a{jX0I_^&~7r&gh1w^hZ_YztmWq zV163WmH?5s<*wV&Vpc2xdIlf>4RE3wCJ(eX{^?*s`*G6dSUYP-zF}WAkyZd%>9@x> zBjgy}$f|Y8o5#kMtvq8rgS%vtiUe+5q}Qy`1KXB1n9DJSM z%|;X2Xpgn6IFxBO$>$d-F{vpTJ87q2A|VsuoLiY%P8AK~5rMs1WR0#azcWx`G_Prt zKZUwc|25F$^7DA``Hp3W!Yz-5zO{|ekfcjen8lA|Q{)%E*N`bVS_Kl% zU>gPGr;>rOW(UJ=jEg_kuQ~ffao9|kww4`>OR*{5DAo-jLvYUECYi097n$E3dhK{$d2gd?vXnPmN^nWT1~ zbUOefygEZSrv3x3P-^*OWHZpr=@agh{GTn4i^FXgapt>Wu0SC&X#jjl23~|N2lOyd zkEpj4oP+VDVVC3jey8~Cc7Is9y&)y{lY02@_U&23t-z`K zt5u0Lh1(SdG2PDsz}8qD=e})YU3U7xFLOAjFM~8sA`c z^VRXc*2nMvTADT=seRix-kUO()sJi%+kj~k&f(c62ggw-t9~(C{Vrlw( zZ108QgKY3 zXhSA*pt8~JZ_GfEVBa%h2bx#;l@_UE?%4pP=mY7s6S__T_j^b=XWJC3aOOC}@)nG(-Za>_)Ulef%`>r?Qxl z75r8E57h{U3ddi>p?d2t;&AgfaUhd)W6GheI7k9c`3v8$UaFFn2r*L0Z<@g{d zu~d#&T3TmtEl1{WS5$7Eq~bM>R7`Ce$C+z~tIrd@Q>^X5dt~ieZ#! z?XJb&bYWzhApJ}_#N{;YwBF*qxA<22?Rk2BPXfBm-`2#^gxo&JzE}RM-=ss=T`v%DyT5M*Z6kf;iCBjnn6Zg_V}VY@c_#N69>+euTf5Ja?2g zek*O8+aAOUaD#xtZ^ap|y`CC0l;$Wu6tbvinQ%~>{;6_lJjTw><4R$4Jq?IakS`?< zl^!x9(s$cC5vA^c-p~7P`R@bqHh?Xwa?8NoZXksCLmhgKv<+O%!>$m67Ya%{*lg|( z3<-0rL`)!D>>=zA8n0G4@)7W1yW(_25Hynh2_J;wUf7{!IK|ep^^ZLuDi&PhWmEG2 z_fTcxZL5-6dZuj~ugf3z)_!Q?yzXea{?U{gk9PP*pOt^^J&JU{&OYPztp0sdBjR)L zX*pyf%>zRIK!#n!?cD=mx>3Fq(vHa6GE$P`81WqhF%+r4D5lKh^08nW3Wf(Rdg=;d zNgPqvig%?)`ZHrKsE6e1SdjkBA+YD(O>BYM0BF+$YjIS^5e{XGjWiCm$e~-P z9f_;vj7JlGd*iRW(3m8f@r7|ksd!p)Ml~%YRA#4ibsg^8^pes%K)5fd%p)o8vCK9+zU_(nXK4K3n{@Meb zn{$g!jApN!pfA<%0 zu=*!);CpP?xEH|DkFZ0C70C(D8gLHts;|~vt3`33k-Q4<5`Pg_H zo5c`Mg>#%M%gM%w=~%L^HLSAP$o07|ip|L? zY&0NJq2$nw9xTmURv3SZ&1#-#HtLS84 zPS!d>kRWN%$5L}mvlP7vC5=4|Cg44n9>pn|ezn3tFn4wVaLSJ=pDTXPW&YRnF$i_W zliaPuD(TL@i(vIM52&*u?C_&3ozPEUh)b6C;tyoFv#V9FEPp{?tl3Ld==5qmOo@Fp zW+I#g^Y&f5_8mI&XRrHX553M4yyUbT9Ps{6fbgdHKLCU@^Z@igpId&fLw*a8@+4C3 za9I5{saett9d7`HS6Q^icsT;&16{*uD|1F56u_-Q+{(E{H;N+P*QC0<9x0^LjMvX+ zT-h7Cy&AG4D0N3@G-jf$MEoqIW{$b`948EiYq3Bv=h?x5q0E?0uPRGnC#|k{xV9JV z-U5V7HGa9Spcwwm`i7J|9ae0xIt8olt?)P#u)lT(PYJ+0fuj}i5?ft^jF*v(=ZGjQ zD{BdWsLq6@d15*AJ-D@Oe>lcg?o7V2QSy4PIHd9j3a0r{EJ#wLw7y~I=CTaAuI&6_ zHg)SC-AzaFfy?b5punr=bX+ATH*d!KP%_*K9d$&V!)jjzK!sdYGD!h6F?ssX&pt@D znoD=i{iv@V{fro38r7*hOugPYmH-h?mxQw*;z_Vp&E*%u5hemU27Jih?v@*UicIup z6l2M)IBdbnsG3KlM(uL#OdK3323vTTa{#AMAba5w2y4j+xf%0~ih{uK(GFPzZLyO+ z8e3s2KTc_F!E`0A={w~gf4R3@Rv&J~OZzCjE$1n;KQuHi=V9R=OEP+P?+lZ`jSq_d zG4rV?ux8n!PCHaCrqbzfH1bU=eXIbN^D!Ss3YkJ@NQvarsaQvrzXH>Hf|rXpUWt6{ zc72>i-@o&Lw2Egga8!uPVnDF6Xu*1C0vTKE*{D0~elwmH-$hw3%Qy35U_#K|3IkO8fv0AO1RM;?5HmmWB`Vs z^6YrLO5WHpu+*(se`@nt0)gq`@~+-n0zt9PR(_jv=&Wb5&W6oJT4M)lAPV`;>-{T` zjx(bR=9VxGS2kVsdnka{E`3t`?}war~4nPEhvOy2L`TrpbY)1{Sti0Feepq>v6_XI5_KkgKI0 z;)2Ne+?%~Nc?=A^%(%oZ7hY3^62GtfQo_%q)ie0a*i(_IQ7Mkai+ zmRF#vh1?kL`2z`GILZpnM8c4^%aCHvfPQh41PzI5neAqQ1cu! zpy-Io%WabMoaq}^(r2BBtgc zOxZX--?jXGcdlk8;tw3yRq6Q%?<)M9MOAzaAHVM)y>BN%?j7}O^;+wD$aG=XiL*#{mY`zF4nDo!+#m_`cXFHL&xcKB+R+aFAQ z{;%}F;&cngt`{=9eC&A@ra4|1PM z)oK3L%ICUz52>j#?C)~~E?C{&J<0PU+>Zl^awL|a2SRh?-?nqP#$70@SoH$Qe*X&? z5N_p!nZEcIE&_%eMMCSpfn#s0*K5u_?A5f>QG6P8@}M5Mbldl{B=qi+PLc+lM)lgD zQT0BX3G>pCQN^lz`(}&?TmboRxF8sBL~b|o>#Kt7NE+T+VfsdV%ELKB-hV>{`;PxW z1<4u`+PIP}K)A5)==2pi;OD{l-?2%hVA>=kPISiK&p>W|W)ma}Me%bP&UKrYRwn?z z5boj8Gdc!WX?k9k>{Kqx379T#f%}T}8Odr4lq?UMa;B^$4T>C_Z8P z!zTM{r~b&jCCSR$Wnd!&*?pHA6yH)w;ZRT0soYit~I%!g% z!R}kD@bTV=q29je<=$Q4iUS6*b2(3|-_9gMllbnQv3qd`+bmLHgZNDP*QL{slEO0` zwiB}9f!+(ObZOOn4Xm)eDzV-QR#;2E)A>@P725#bSG@j?N>KC;#AH~0I*ZN6gz6m} zalQ$LuAcuoTdFzY+?$wzY0tkKOSm2K%I3J?NLGf6FW868m*!q=gJG4}vyCEmwMrRD zYh}nM-u(KH>R!3fx_K($PDXchLtA+2j@RY#wE5U*p6REvg|~-7XXTq#2=fxMcxyT5 z=M~}%D7LV(HfpMu*lINMFUqjej#q=b5Mf5@%}@j3ge!zV(*l_NISaW@3N|1QW@(m! z@e(o?Ivik4GIZW8$bObui}My_SK62CAckGPAyRgAj}W4VsRtsy0nJ@U3*l*-Wn8Z2B*A=_DYN^-&OP91 zTZ3xvviz(OD{UZ#A@k%Hf0H1pGDb=0YgZ7c+z+S%buKUWw%;JENEYCm1%=UBLC<|)tq1y99rn4Wij2|>1drOd{Zk}V%Oa5!@(`iO^6sEI z7<;dvKR{Z~RMyoccC$}7`(lsw{CHmxO~1b6pIh-K$0+Ko+VHZv)=*oFMBhOzDFX&R zN9r@6TCW7LuVScW8~+U=Tq63lsCVpfKHR;^<8NR(ZUV6`ZqI`)Tv1KOn1=Mk^w2~F ztRBG=PiQmnrU^o}aP=+_NQZiqKP=twyjMGVmOvk`;Uhg35hB>cWEr<{`~nP^+-(@+ zGp+DI%#1V~D>#?b1jzWuC9Bk(rjiwg0Z#a-AWyyVB&oK^a_rpwvgy7f#<&PR+YWcx zUkZ<=%0d;A+E8`swTE;>hjW#ATsj#f(D9zDdD>M{6ChiUyj(!zo-IxDyx8y!$5pU! zwJu;R=KK_3R_uDYr|YUGqT|5a7;C#Wn7VW!EeLO33B-1rt9Ly(`;}}HpN#%#C3cOZ zZ*&W^w;1A&c&#R1TrU<}>eQ}v-m}XTl7LvlIB(vlEO$jD1XJ%qzcDsPGmCyLvK_gZ zEPlnH-BcKzmaJ^6_xm$CY+*&qvV_&bF#x>?)BSWO?xF&^D(_lEuuiCFvO26Vr}2Z{ z+Jv0nn$Qp9n)*F%2PGzbBrQqd`{;bV((>;dufBeiMM?L(uq?M2N;A2+I!B#6k_jaa zmXM8Wo2_bJe_01J#$eO(D8JC(TkFghIq$qT>jO+Azp8Y;xEXUw%IJtzAUHFr(3-}Y zC{v@m-kz>R-MPcK$u=G%PQVqq+H*YKA5NOHepkoj9$b`)ks~HLveVZvQ8d5YWF+(O zxnOn-n)-gnXcYfh*^&v<;*5I$E*sgdLRa$%$i@oh4ME1)VxF=yRlBDXDC;9x-mcdX zO)me8*zt;LqQY~lxTg0q2%B=VoBl~77j(sqgDsLae+ zLO2`LTBrD+NGvXK}UT#<3V{s_W>%3oEO1;gv!P2QssL1nn?SkPNB01-=yPS#EC@69_U!#GE5$6 z7HSb4`Ms*KW@CrIAB`}X=Qz$ysp#0rt1v2Nb`)@EHDNxe-H)<(BSJgqJ6oj#^$DK^ ztNzu68pAG(c|%G?kQWB3GYdim(i)p#dylDByjCaOLQ*@e| zCUSm#Ju}r-p^s(5KUDOg@nf>Ww1mRim%9bt}6T`?QhU?f!Aa*BeIU)-mY0i z3l|fy4dlT?ta39GB7+9EYMuT#;?`gShF*ERcyW5{_- zGUNA6PjOMkpK$uJmZ%5ws}nt_o>4m$+{YL)_7_JR`kB@!hM$$ibqLO2SlLGl*dL&G zo@N>!^kDd5cH?<@ifZI3Zb+}@aZiRrm;LbQTi`Mk&gi)ihK6=F!$!zQB*iQ{S7Yes zNcqsb(m=l!VIGGce7e&=%1whJBcfW~8;U5#g_gcwGT?-+yx1^Zx0oz7Z&f2HgFp3~V8lQyw3d9NUDht(kY(sjlCL;ar3h{mSWR&9)QV zpNOhnq6{%E%)#kU|Lx20+uw0dil&{mR~%`fz#nI&+_Y<@)>@ec+v@AL%5)3P4~v+& zvMoQWEMwqmdxINe`Ky|<4&JzIT0*QkiZ2rVo5i%`UApdRAm@6t1wL4E{xWo5aMim9 zMV?sU=$)4O{hlK1T^d-Xh$-R-ZeXH;O1er~w%h3W#4zr~(0R_n?UwMRQn2UXik$nI zb7dINn=4nPw}FEDx{i{;-N7n{+k7vl%Ub>Df{C6Wg_cTM3rYR{%miD(^s-(*=rW+c zpoTCy*caDBJRSSK#rDQGgX zLxD|Qz4ouw(sZ6{iti_JTZF$WYtOou(SFDtZw9NThV4m^K6ToiV`Hbugx2ioI#7vu zLS|8@JkN~xRaU<hgF{mu(ngqyuE}9xfw~%wzv~3B}jF* z(0F=>n4J?!AZJBFBX=9?u4>`u19u}&p8r@LCsA&b@X>VU_7F>e6!8_q@7phqi3qBP zKgixT%o45jz}a1Rjy(9orm2BjZmR0%ut}U$scX#)J=*d%z%G2e!=RiJNu;s zO6}eRDK(_NalZCV`O4DLKtO4DktIQqzkRO~k@|AMIo9NDdcp^4D-1y`!&IWLjlo#X6Ksp?tq~J zf)YmPVqsr;=qs<~!Itx@ZekX^!ec_c3Pf0{)Mp^?f&Es}}#rEdWGw_A- zsp4GPYslNp|C#Z`glPGrdw}(uOdE_a+3_}2uRQquZ!IK+hgv_{8>D|=h_1hzF*D`E z5FWB4%{I&q8%eWdB8 z5RHW1gWW;HQ_ExVN!IZ9%q|o^eiBiKjPGZWl@zRV8$YCeGgdc!-J6Kwy+`y^H}}~( zlfB-~7rUf6l1{VV3fz$v<4cWKu^_QEoXetqsBC-0S(PFS;unvP0uR_RIU1Ot`*9D3s&L9LDpSrR9mYN8 ztn{Eup*=HiS-#lO)J~F;OIZ@6o#y*uKX$;tx>?0fuPLW{D!g)NX+GI>eEznu)NvC( zgy?-$J$4<#d#lgO3dN7xblKZJITtn_>9JpnD{LgNUgLSF*K%$Cj&Wm4Fj(FSf~t~T z1Uu(4$?90V>-Px~x!F>GZayr@;-iI9d{+;>3jYn=uzW_GIN}$sANiyo-@#*h@ZWw1 z@e7c6@xmO#c$v$>zy9=p`9p>;GD_ndl(`q+&%>RpGSlwreVT~TxYUB6G}g73IL$mU z<}d;uIBwB4zR&j8&jOBycm=W1R?eX#6&Re2XuTTZ7FL?xo0;xXv%)njF#la(SVU@r z{F(2FjNVSa~ZAMs}JSF16CMI2+KAd<974*eDW`R67u%Gq!e6j*h{j6KYn-2MKbq3WUxRn zHjjS4B?1ScH+x1=#b{{V$S!)V1jB}DrJhy~fbWmjDgV*NZQjORl8m$a$ERK<>|Xpz z3NO-T$C`_$XZ;~*aP`>ydNZab+;oxBa7sZJoJ9?E?d5aB>pknSs+SvY@TuVi6W9HV8cgR>%9yvgeps>aNSYCnE1m;kVx>`ms?WMs_xb2UREva`rAT8Ul8&*lQd`;z=D z!Z9&a_w1Q@FJZ8$$sp;>tnr96DLVdI=qvS>p-P! zozW6Z5jFV1n@8ZKK*!_66QFWl7>)z!l>PKl4AKAb?rm9mMmR;dOQTz;h{od3)tUEZ z-8%MnGzR;=cvLO0iFmTgI|Ugt$8OtoButm3a+M~m06CTwKzPZqk|$Bb_C+> zOmh2Tz9s~xXx$Phbl4hiF1Ad5&s0N~e*(<&gY;3xG5DD!5w<_l7mg^9eEi5e5}T1A zE7|e8xNP+#@?HMEOJJ&l+qGX^+ZC-8vfTpA3Sfsy zEizI<5{q<(b&23Hxodeo@t$-dQ{!-l-mEo{)(#+&3FX%lTYt*Wk-y8&<}ccF_LYpg zEVcxDU=LV+N039*mZ~|rl^6ty5j(NUO$e=hc>RckY~=LwQj(-X5rtciyZjHcE7)qB zcFw#zNb$@mdYWYP*=4_jM8=;9T0ZmoGsI;u*Lhrtm-Z*Lj}2N&O0t4nYxzZifu-?i z1AH}$hoj^}H4RNnWifV%Ma|p!ON<~UkQL&03&8U?{#Nmw527mV596S>GKSvw;w{J- z`wV9aNB-=lFozqz;jIIjVsUf@fL$ghRnA5vSAnk#Yom7SG8 zhmGR{W7$$>+47F01=iEhD=^)%I{BhVHHnYNko6}RsMmmjY(!Koh_wl%-o;K<4rc@< zHPeAncvY~(L{66Ud!vVNXzOz(>o-0PATDfd?*t`hEW`YnxA4>JPje?d4|}|3up^U+71)&)LVNTQDOwFdDGD$G z(J3vf#f8Apy^RLe+w zs>aS*n>lW(*0rm~wpBCdR#@+~K1{=%+ROH22v?L#i7ESGs^q&?64-wt0pt4gVpts;s1(z&872uI=NKQ`fxW%5Hp)&5_D zsjr?YzniPq?TBmGiRLWy*V%8$_DG;LTP3o(D9|j#xM(SURYOd|4vAck*CBH2a z$YmhR8#b9p`2IbLoEoOPEcL-AZ7uH~*Se2Ljv{gRCIq zQ`WLShF%FDlk@EK_Ya16yjZrPjk=ryc~(nX!4{%l-BFLTwkui&P(Z1vyj(U~mcs9L z^hS41<97ccTc!g*0R(hNR=78*ihMfs9ni2sWIvjC#iG_i?NZ{<+EGaXyCrE|rdIs! z_7-`Io-y#FzjrKaEKK1%EG1E(;1b#O>8EyHp9kUZ&e%(p+4n*n5>hp`90|@O9Z?LD znq?a`#Wz|gaaYldB->Uh>!5)Yc85#c;OKTuD4liaoKdre?KMAnSo7k9Ju`MICjq|N zmk^5QEyu&op@>bSZaH!^Vf)l2DDW+{dT!xGdRzmguv53`M=a~hCF24J>^;G0NYrCl z;-eTCfB;^og6Xh>;CGMGg&g0um>nR}foMe;*pkX4l*1}pU+PJ^26ke5h%ty-!Bk;d zi7~{O5uK}@Br*ReVoxoHS&>3#U}qSvZMgcaCEdgw;xHlL%ib2 z)5>&~tp?tr5YxuvX1b1lR`cz;PI_uA>7ybv`OGn>d{pT{)0p}70q?Pp zwL}bq%8lH7Y~@D>)Ed3#CF@_`P1AZ!i|?k1x3{HKF%BA>(u7PsC@zcp28=Tj(003P8aiP#FMWkm~6qx#R+A+ zgX~?1FB;huP8qXSCm0}5G`%zEnbz?rkRz5##&Il9Y3X^3aK1`i10#Zt zk-n8xT6}DHW-pZ>cEUAsyC9jFY_+<2Q21(&SD$g4cQ^Cvm(`NO=%O6t3s{RUYK5T> zk@8AwNIK@v-j27)6xA3{sgU)w4%S9V2ox3oa7##oU_(buMqEiv&$Mf*{OvD>Hf7&! z0}f%iABIC_5uh|Y$^vujw1iB2ugoybRe1F_CArJ!#`>k41ve$JyeN+~n!RVGPYG(% z-94+kG1JFu&rWB@ra#*+G$VWYlBpC!o0*mG}2D$0on7WnGNV_6lK*!N>4_8cFR1udjBc=!A<~zLBXf?yY zbh>8L(k)%2*x`%0*~phFtSA1?y-3bX-V&igEzN_$IA{5fHDa*}4PLG8j3!{FYceD? zYbS`2@Hc%z8l8LNo^o*j#CXBJB|EP#JlSh?e!sB8`_-E73eBOov=O+8y;wPUR_{lS zDqz!eeKPn&f6PfLR1>@5*Uz`f4<9j}PFGqe)Y|)EK1aGhp3VN=)=cklf@0k8OF){C zl%x*v&f`Q%5wMfgQq0VEll~maeI!i6Mx07BJFy0E!UT!cwyoW-R*NtkcF`?oc0JZw z_?i7;;bW_ryDW<-P>q0b_*+rG zS=^((6?4?gc8nV-CQlJH_H3D8kZJs;x5{fRL8Aw`kMkgBMx2Xpib2<_+AlmziZR}; zofc2$TSknJ2EU^OgF@7oGn0)nr{z0g!bpD1>>MejJHF{v|haE4bB(L^x_?Q~o~X&2M9;v|=} zoBOSup=WQH1xcSNGDp1pOT*Ers@dK{366M5W$k(#>DRdxPh<0 z@Y_kUI^^^1e)b9ltoh{0Md>mR3ORnEfaiwA6C@gadbyuJZZ+_jL6psT;0MXC_O-sI zoyyVTZQ7&2xgjNs&y-9zvuC~N-5sMO&$`o>jsuvg&JIQ_8h+{TU$l;v#XTW7kdIRM z{C<=_KBk~C19eW)A^sl43oif@=FAs!`DNG}D;7VU&`f@hA~5_AUN_{fq@WDr)P41y zj+gz(l#r<@nZrO^~HSzOQ#*2f;*(`!8xl4c{MEE9*;^gNU9fiPN0- z4;*1%9L)s!%moguClU<$a;e`iT}S7NWvMW0KX33*FI^qAf?ca(%S(yvm+-9K-})FP zxEI;wrQiD*OYh$hz`qss)KB&*Js)M|X8wnApT(yS|4rOcU&R}*>VGE)fBp4!O!TAb z=s`;~imC1qYeeISrP2-hc0NP_oDJV6l#`!qqhf&%%tbK>B^|7Pb(}i|-H_E2`1R=~ z7^fx|1+anA{bLQmBZA#{2pZWMIr+UL3r3G@*{5|c`ci9m=JlEc8^gCcYLl+}IGT#$ zUNhGF7Zs$}!8*+1)v*_TrMQQCLnEpRM%Vj(oEBkoG&&GBj>CnjY*|-9g5R#k1c}9n zBz?PvGR5L5)l}|%0c{a~mH97$T4`DkUh30-p@8cp1PVCw(;`V~y_dFmuU=_UBklhS z3cxw0(VRK*igUW2=SkJPD*4Ex+?HpF-V@_a2Ioyqj_f1Q4mpTTU|r4U(z@YUajoVU zYH`1x9;)p{@KzU2GnAZ{D{m2V)~p%FD}s%7*4df2{$@6MkhBMwS1PukQbdT|xZqQ_ z4MYzLHg_wCrJVOpAN&;8d|eJ*xK1!|lOudeg0mJ4j@BO?V2qK@VhE~SisHZ&Miwt? zD(Ao~%92V)5=zWM*&gW9^v_bC`WJ=mGn_OYtrQu|wKFhs`mJNDw29qf-rgtF$st9i zU+{Z(a;34L>1+UQDp<3Ws zb|`)Ci%0>(*=P*U!5mL8^1EVyemZG6IP{A>IPXpQ1uk98H*Pq^*0e=>oa`M$=Pk3b znhDlRo#3U0Hk*!QOG=I`q)G2bRA*|c!Q;T+>m-Mo5Sy_w z>oBGieUM~TvcVO!crFw}YCR}vdAx$)Wb_SXOpc$hj2>d612$U;&haoCdEK)2mz)knB z+TVJggynSh?9ogCLG6CWnIBcdL0YnmtD#S_cWJ|ko~769LI{4TBQ1aG0@j5765`5E zY+L*Aw-096y8BBzrA#_4?1q(RlR;-@t!L-JJiOZl$kcFN=o<61cpn1tAs2`b%Y@KpqFB-KW3wC7yNJuX6;UJ-&4b%Z1<(52WWZ`*)ha3;s+I_$)2#mbN95O0 z>0URrI{xL7mNS2^w|IUWd%JK=?4rprh`JzgaMI!Kt5lQWtX^WR&49$Mb%xMUu9{w+ z{H|wLa9KTXtl&8Z34y_M9s^0dwDZC{aH%=;5zAG}4!OKwLt*C~!YPK$d`v~Y^^CQF zWQGWv#`D*;pCTnXmN*byXo(a}2Iz9=zN|Z$m}k8rhHJtP8RYnv`{m{Vp(i!gKkH0R zcYadRJp&t2HKRsw*4$G(3ZWU?#3N86IobKi^4oZ|H|`)&2rXwApC!oPfND$1Uv7xR z+V(F2z%t7Je*r-7aWUwUtIYC*wuHY*C9=JjCpPv&bcFIu{3VjtTGsry>e?TGBM9A7Ltz!Zy;>?44C}b^K8s+ks&K z0oHT=O%UMxf}KY1#U20A0GBR#ADe7F7VCy%t)8{vOsNA_!Y&0Gy@xNv5Ln==g?C3% z-|@W8_(W9NNxgJR%`JO$}B1@%3MlUSy#FeEi!&#k{FOz;ngI%+5Sa3<&rK& zTqb{g?_=jwQ@g`BI;jhpE>CwkoPN*H{l1?Y*OSt_J^n>Ql8fLZS0SO7ijrz2FGfVl zu?92)g95YeO9Z0xUvojS`izjPMV2#J*x6dbs~o_d z!9phJh#T>yyN*PA2o4n`CLs+=sm_>ov7Y9zEZE&@xb32^^jaR>^Zd~jOpQ0?n+ioX z17SF6wwR`p5j6L77f>X{@cjPt|Kkz;|L}dU>Ms6*9K+wOq>2~i&&%HNA}aSz^`_NX zo^oW1U;Uptz@g6=W;L24XY#CZzmq)FY;t$D;DrlkH>?T z0&6a_Wh&^UrTwj`+)vQ=7cm*#{mMa=*9)9v77%^^ZeLITp^M`!ef4(K=m#qr`O0jG ziWO6x0V!2)8byV82Qf4((N{^gUfD01E`@B7$8c*+>f}Ozz@ca-aNRzAEvI9E|40~d z#z;9}1*{cE&*kTS@cmebno0}$`FZr-orCWvw27~B%W=6?vx>GplCECO*4mr=3@8EC zBhoL7b*Zcd0pFYc^a2hLfWaRGP#Fm^sX7~-$TV;DM@JRi(Ak@%d%lj*5%9(srOh8r z#uUJ$4za!mS~}hO^VaKTyls@*tcWukUI6)aJ@oH2e@o&&Yktuip25GG|MF4cN9Dv z`_U``KqXR$@)>Q0Ps^=hE z&s53HqCWZ!n3W{W4x^H{Q>)NfW}+#c`6Do*(0cCxNEQwt{Q0;+aq~Z?hbkYo?*)u@ zt>A;}I7xOu3|1mz=8JNyp};4oEbP*l#N71aif)noT54utL;2X&aKaJ1$J$ydgXv=P zcCPzzQE~Z1`LLY8;jjb$(GT-gC=6-~3<_6pyXAJeK!H#(C98lxN&w5hlmI!~$XbxH zC*>7rM*EuGh=t<|h=45)JRO%m7MIF^O&0VK%lj zR-uT^qhi5*CXkj3ui78mImRHnbiU(WlUozq58f=Pw#y zOh8BmD8)QQ5_j5z2_$NVY5d=eNc1zPKpZ9Or7-1r`aZI9m~2Vva~s zp^s3Ol`l>OnF;P1|WaRL5_&E3SJ!d;vd zuWWgtUV*i|B`LWzUj$(|$^e96$(`wbXt+V=$XQup)@<2!7*|jq<{eGSy`FyNdxX+O zt3YueWE4K>c08diy#8IlKdVHR72hXIeho2@zqT7c6j#eh&1yGoU-*}* zpsG^!nnp)`Pfreff zdpvPxXs-HL!Vxc1O@&{rj+TGPIn{@LdGigE=@!SZN|COrEuL<6R6|8@xiQ&5s06(} z0{w;@NeJf1m#gzpT{|G8*;E&_RUl`(_i@Itd1)vs2%d8GlAU-k<&0IN96oB|hUX@= z3#4%`or%1xVXJpnOg2KPR#X5;Ak>4MuU8rzmbiErTYi_1Mt9BarW@zm(C(GfG#o~; zp%LmMve<|iChv7;uRqG`?$G8F853=v+I^dpa>g?>UN%*=(hgAfgqHfUB(#K^FL0Dz zWLE{1^7%U9!>c|5-1;y!pJ|$O6_(1I;vwx<9>p37szq@PW8#@D9{dFk;H*Aca!stEC))o(pU@a7ZpgBc@_G*hDaeOAZDCsK zqe@qCeZ#=mV5S-Q-@pRA(g%PA*`NQfz{2YfTOEQ2%0t^Fakd}o+v$jRT)Q2=hxD-K zQZ)C`5mVf*P+7_tOsK?lzJxV8XhL>`zu0NIdE5$;vA@J-e_*Ybra??Gwko_c+&dO> z7v zUS1;x3^%-8A6@EP&5${V9y;!C*euyERBqOnHfV3y-+pV#RJr9>Vt^xc$bN3RC9psL zW~nE600ZINE0gaA!#PwSQI`zRVf>|-wF%EgIT-UI^Ruf`PnQ}?y#fcGU>u01ZlQ=9 zMYuHR2>Ynv0Z+?!h)r2CE7O& z-hs4a#Z1jMn5Bduw0Q~ zx&Di!pza#HZ)B+Dx*ZpQ@Vg#z|9Hl#l*oQG3~w){wD~LiNf+B6_!Ad`wze?Lf94Vl>taS>zNcCcMP2cBJOk4d4OeMg<{|BzmTOq=cgh}q z0PlFF59}Ux3d~iu^v7WOm+n*qUZZU9$!GdPqiQ@eMpyn$_+ve6fM-CaKQ)gUrAPV{l;ev;Y)`gcKyRr z_X9oPfGx8RIJ#qrxpLHtRA`3AH=r)SWFJ<8@6>ID$WnV$on35|hE`im5rbZs9Kzh0 zSV&xa3)oR;KRsW{PN2+P3eCOK1p+$xKQ)U#COQ8cCnSxztGn^xbbk=48sgOU+v8HNI0gP@g`l41UeqTD(4&b>EXso2sNsW79?}j%6}5yh0r@|; zD`5>=v78771Cxy%9uLiL$tfk`CLOo-MUAdEw3OSJx>kfE+ z^sE4$_g7VGU40rU@=y#!-4kt`f~j3(CYF!%519?Xe_Jjdp=}R*vnZG_r^Y|=!J&_> zrhE0Z+ZT0fz0J{{5RL>YJHHZ1grfbgf|eS-Hw&~ZTqQ7&gn5t{3V%p)3v8piy{ze1 z#Ry(K;%AG8BsGI0@u{GH6Pf0y<;z*ZE~J+YbT;?<9K?&_*6MrliL^ycTMQ~+hcRyd zNiA$FhZo}5RUlp!Zfj) zGt=@VD8celN2sv8+Xv$HDp2&U#dAT5;33I_*jBGy`3e~Gh*KF=SEtK>`k)1&K6uj2 zl?pDi7IA(7Lm>oN_)ShbvrHu_I%E1qw5{GxZRSK=`yEea6}vM`Cae_F%wox@UG)IN zX?*BamA}8-)t3|LT&quLBu7O3N(=tRYiqKY1t>#*s*T!@p(__s^7`PUGyxw$vs~|F z)K5>pl{xPkY~0f>fiOjUF%|zuTU*PW1nrI?{O9{wxEdDokyn)jp)+fucnEk9(XWp6sC1u(E4Q&z7iFG+@Zv~EwvLQE-S6U!}R`3Pt{C|&(#5EfNKAQ3oLB^4i|#c{)P)< z{{|QS=xS`kNx7f1wiJD5)2)z(=(}JKGh`wa6izR;1+BXN+q(Zh+`V;FRcQnEO(P*7 zbw~l}4ug=AlrCuyX%MAT>5%S{Zjh8x8UZ<^G>Rff9wk&-TE2UO^}fR@ou}XL*^JO5uj!G|mkm(p&~CEF zi2qJ$*Q|!I2%h%&}Lx0y4s9r&2GM~h4#3h5o)Lh@pBY5j( zf%KU6%l27nijpra^4dFMN#mz=0$h~8)(Pl;)CuavtNlDz#*5M8<-X0;$HbEkOvn~> z=^C?ff)cuyjk0Ii-uyw=VnpIqEmrNPw>e9j=nken30gaBoj)D~FXAczwd9;fY5uM? zYwqJ8&4Ple%aq-T=tg(Tx^WX&R)tJu1jXFGrt6I4gh!Fz0kHzOci4NG^Lw+v|CeTg zc5o6F5fkxVzG=HtGFhqfvJVrhqMj;~#jD3^M>SJYLC-$y%sk)RhU+50t23YQVLXOW zlcOm;cebN9o*BLq`ZHPhV1RmPoX@z`us2y) zF{{`9%FLIo6Q(2Qt2vQV=e2upX%CUMbu%il^f;OUo_t{w#~ zE`K9xSRd(9z31uDkr9IE0IdY==SN+2@g$r~B;%$lY+O>cyt`B14V>q%UAQY-LVH7- z%d;oQ^_80Ay1ah-Gk>8#1x$x~GM{dW93+9y9sTd6(cX2n!zzI*TQ<=IXRbZH%`_$aMxu9@T9f@NmzG?p zGMMBK%5-Zw9os*q--Y9hEXJp3;;}^QShIq%ecKO~LABE19J*Sx4g-obiO^{mqmXOK zjFk`iTuri05S>C+^#ynqXhr5+#wnoxYsj#2HJ*%^!iwR%qiG&Yp<~>KeMptcyU6z` z6`Ey#niqQiZRjAYY*ThkQZn2~;G3UO8PC6P|r1hgCa+FjW(%u0Y(h zBB$E`z>hO(Ap(VEo`nzhVDhx8FmIzk^$3|*dXiOMSc`YCUVG^g=|Q1tQ-RO<9m}xr zN=nZvA-iX83Dnf6R;8!J0_CVj6g$H)#r+5e6ok~YzvHOfZ5Hz~G<6x4z-^p*0d?Cy zdkP88E9Z(Ld5gvOopRDPYgWQv4>ft&aCwrk@zO2@%du1LIuwn+j!Fjyh{`h;@5&Y* zKZ8&c!6!%obYE_$q>MSLM2>B@@-W#LrTPiyk?tajYAFnlAcl4u_iu zkCCjQ#_ASxxJ2TUi(7_qsIMndufePR&^CgsLJJgf;Pbj0F8bcky*Ri>tl2EnNbd8~ zpR^LZgVvuPMqhB-=Az(6vB4EPqsK&9+$W7g^5M(UOXpj%(gszps~^;vqq4)=((7lnpT6>Y~_eWRPJY_z$F?=)3!YGZ}|SArqq zJRleZFkt_RV2}g^L#*2a3%Bw>$;ARDv!poY`9(sUC?C*Pxb$?Ti0$C7nZlq*@}yUH z*aBgks*ur?xQ9JrZnVc~lCYb%u{)q)ZO{8~lE#gCsmh27o`@p);c6BeKB(RIHnMus zecu)|PITi3%mS-eP~p<&X9gUZhI$Eh9aPPS>y3NcZd?$n0165RQzu{Tmc~v57fnX6 zxWqRutgM}M8hp1+O(MvM7WwvgDs|x91|pPQ+M`dwbVu4;?TfzC`o*|X`Fe_{=5vpl z-(TU>6iV&HtSBkdyx4*VW@|OBT(On=6tQTT=^?{q_vO zgk)&Qf$RTuh7h)(XgpXWW1GHl@P6jIR(!9=%T|FwN;i+O8StbXnE%YZ(yXhY-9UH~ zJR0}w9s-*}RsgC^a8Dn8-7#>7X*)V#*M;$&b43Nm@WNMuxEY2D*Ms&n_7jWLZtkBT zxP3-s2_32T0KU%+lYkVhaBvia@X!Dx5ICug!P+^3)Mq5ZTe1ta)Xm@|&QV6d0aOgw zz&R}*O^)ay?8RPCPf#mtw&E}Gg0b-2KgA1f;=jcUO_%?5ybwXHG(s4sps^=Wt(AhS zwG;(WBhxJJ8A%M(J0f+a(lMarMZ=FgN4M=HEL=A8e}o7O>i;!F$j%4dg@@?z+@cTO zsX<+C`=c**K1Aqb6b(JHoG)vKMAHkX934qw0a6D1FcZ_Upu%ddZY{ZbAC&I1Xtpt@pSi z9Zp;=dA21N=9BboWBUiT)eC+!8Ms8|F${x#K458x+RrrrpItup37AD+l)rB+B*+Mv`sy-h(~imA2^y`1T7&f~`#^Ke zRr$Z;1T6y(<)<9Hj^_MH&I$Lent%}+n>|XOM=dv&e%tYoe*LM>u|fv{e$p$|k9|&e zfd!$u23Qb!!wVYy+6FVOgJ%Rsdt^iwvN7Z}c)a@gtj91t?-%js)sOym#rw!Tg?N*z zE*vF+=%>Tr2gATm2RjWKM16LfX5>V`Apus+sl~vx_RM1N>gNm6iFk29x!dr6fnzv$ z191$tsc;^6`5<;Z>R8tD{j7-CqoOZJ4c1kQqiBD2O1uGA>W^?ar5UoZQsA45V5YGf zSKS!}OgYSW?Pdg?)fd)r#{Pj}KyaD}6P_E%-Nj6(~z5BYvU(^wV zO7I{Y7=sW$C$CT<6U0CQxW~%|H2MSe$%r1{iua(v2o6HY76HzHQ@aRy_AU`8r6R4M zL~<84XrG;R3NaA(bN;9>bjd!LY4tK8zwxdkwL+n!WYPEw91&Qs2Nf9jdj2Rd{6%N5 zQBbPT4~{I&ubwNt7LN*(aOlAgx(h4>UspHZhb;s-EOe28CqfdO*2b;%sczIE&bLt0 zK~Se@-N>8|!G)@CT`sU`JfHIwv$@|4Z369@K=oWxvrt1D_b42;AQA{Ja}s#B`LuBU z&tij$)@=jvsCtQw6h3o#W;XteDpwG}Mf}ogAgc4+cjQIk>Fq=W_2x*hai+FX;9;x{ z6Rb#vf#*^~T46i};5xfyz;>txuqvWe#;vdV@-=jo$l$@?-|5O z=LWqdSL^fMQ^SF9^Y$|+hJgPOLm&tntxk&9G+*A*E7@Ov@oT@KUh|*&4QI}XT8M0b zQ~g)6Au|fl8UH~xnAFM;Q@tPK{`v1?Rk51J*zs@pYJ`!BksXOU=>_=VU4bw+oqD_u7zeFipa6Hytq|$7MfPe&j5}8B4Keb)T1bB- zx|SbFZHY;bE^l~P6gvq3=SzW%f%LZ;{0y`>t8v47XN6*L$uH5=c+6p{7m}40L48X{vw5`8EJOtjd!h9HP z1)R^(={XZ@6-Z*?ZQyaTJk#OSz13X`tGux7jI1aZ9`l)&}?AQe@sHBy097QK_DU=2OiCkbxzU{@lP_N?gQf| z3!)?ckuwWnS;;J3o~;Dk2i*d!jalfywu*x$uIT!O{-CE^KCd@bcQ5~vMjRdgnMRoY znMNFU{+33NW;B=l9!2cXZKH1^*Wa*i$g8A>Nf`9m3wA1as~=i1`rTAZ$%c-8iFR|g034z4q;t{kH7&pe6y0Z`;SwNJ#&+e|=e2zZMKy}n|AeAwR zc`=tdm;{r{EOInFuHw$do!$s6l0K46fA78+B})#Krq-`vMHF3=H1echWpspeRxJG6 zF~kyX9^JyH5}@s_;T^g04tvA)>^0KebT*GU?V?N_P{L>ubj-pN&%rAmsB3WvmAmF| z697Iz4N00x`q2%e!%Te9J#o+bp)YxSb8lXk4z=v)Bj3fI9+sFPriix6%K5J7aKSZz zTkBJ~D4MzKA;B-zhQuiE$ZIlU0l!omX8x(#pi%v2wV}Wks-ZlR$31soJle;`$Q98z z8T+5kggZR>|KLo}$_qzC8p9MA^SGB+WgE@|K!VSq>ho-4l8Z-_^@MedA$Du^LW|C| z7}{0>&MIfIO0hg_l}!iaqSoTshC> zX4I5R4*W^oaYl42%H&T$38!B`2`$h-`xl^uFmn6*w}g+WH}`A#R%Z@8pS_+Ca>0U! zUDIo<-udsK1m6E=pu~%V*H0I%>RMyoXo^d**OX?*R1gw+xr7>isg>)v-3EFXY%k|H zlILDEX&M2sgLi(=b;_lzJ^O8rVVj0+3L~*Zz;)R6nrAz-RykyQJR0SHfR-0tJC(Bf zy?iIl^iloobo#aJS6}t8f_oGUOy)9!4T8%bzf$i*ZZp7%8<=%eH_*H1w^o2ke zJGz8$46L?sn7CC{5J2`GKPwF`Lu__ogSY$P^Y04ai5hqxyxa{v4=9@jLB#g~v_1b_ znSr%W<92m|QHV;W_Te;DbMSg`VClwx?=z(Dze3=g0TNTG0_nb&tp)M-LE@0qAK-oX ze#Ujc`;?RL;`(v}*~!nTH)jFNUB}f}3KnVm)mX7=?`m9(WE?5pD|1ed{ydK&X89GB z6gZ1U&rk_O^|?U^lo&+PuAGc=6qPK9re3U*U~b#_YX2Trdwn1R#XJL4#iz z?ck8{wn>hDa_hkgdxJobzBD;n6LNU4Y6E`|_buks4%oa3LOWB2&Se4Q?%|?wF{^E$ zyzbFJumZ9A05fJEO3Q^l$J>Gxtx%!I<)^bLViZMSv4sCa%;ki?6qbmkl~XWW95U$Ka9#%Xgq)zu#aRzlSR35hTU=7N zYRDy1a|`e?rZP6tW{wKo!6|ysiXQ|ktIkXki*iD<8TjfDI&rkD;uCi=sddH7z&b1` z#sK^s;-2-HRZ6(syBGH8tIRvD;#op`+s^rqS7v{J6T3oTLlD9cM$d2M1sno!Nqi9o zm{-1hp0eO@v7yiL4mxa&#Q>aAz`;JGo+r3~aL8>2%D4ITAcnx9KGP_~_ri#HT0XNt z@wCAAZ*?zv(J&|)QdG*j{wa@uorm&>9{hF0e%51&rQm3w=4*cR_jZ9UNHp zG19EdVGf871~F@;kH!)58B502e|i4?E_0oG2n3ZA-2bKGaK7rlRvcRYT5-5tgkRhj zw6O)u(XrlZVCyWVy2HvpXCC;t6DBmkt1-ZK{;SVf0QwVf{)G;V|y6EX#Cy*<J_1TcPV^DTsGZav$qC%;F$=m6BOTdazUL z=PvAl#Eem^I;N~#$ge{yQ<^==nK<>!`#Ob8j&5CtP4)SSKXM4aP-N7OW{<5!-idck zm+1n+;F4ui;B;G{R2e)|F8m%t(ET-r_*12DnnO^|THIi&}fJYn8<`_II|=)1A2%bA)0~Z408m+7^hof2tP8X)w%b`7;)+pXD*F`#HUO%xi*W z0k`dqW8~{a2#RL~qCBav2*#&L`t)Zo!DHpgOJ0OGd(bIx%38cXWi2S2&RB~tS^r0@ z1v38sU@bO`EW|TKy&mM5Ri0uNCa=$&i)G!jGj(=ZIx?!yD+^cS*sy7R8Of4~lIEkS z1TTeMqMYIYZHDD5cF1M=fxp8c|lbUN8@#p@uO2y5=wwiPn{!on}=F23Bx8P}q~ zf)Ju(vOPmCP{MvkE^;Qphj7XFq8H#x3l_HU|M~;DxaRPbOwiHnhFFK?@xhLEOu#SU zgi*xbg%c|r|0bMxkd<^vo>J?}-J;|)1B&Z44hFjG_q!xsiHBBKT((Hq0v*0k66(gK z$H+;Ds*kgyzG76^HP_n?te&m!e|Rd2D#pcvOR6)zTuheo>gIdwXn}zBr)yz;@MTQ^CcbNu z!45UeDWgBT^%|=n=U3_CAIStHT|_3j{%bPP7yTodh@3re`%5y>Dw;3xM&)}H8E@_a z=@pO7MH8Tb&~A=rgBiUaCz-lS-f*t&RJvgBhjc-iCIeUkiUCbrHU>pLE7#ab>uY(s zZuL*e<{fe{bK17%%s>)GmyoEO^=8e{!!qJ$@h_hRV)UwW_pO2VB+8sy*Nv%*r6pxF&lN%gc|i-JfKzC2j`#PHPVmerj5&@I)>d z9Ak{sm;G~W4I>GO)` z+x>pUFN90c>pPK1@l)SmpSl-DWBzb2yuNT+l~DXj{BPU~qEh|T2(&vcc*CD?NI7DT zvCHf)!8ppeoY_Gs@ca5p{J5(N7ycc7fy?tx_{HApANU2NVzdf&iT9DWL%=ID?R^O* zTB?l8!1c~B-!BXK-*+GY#6v*%l z_J;i)KUofr&(bN7;(h&h#RlJAwtpx#Ou4&OHS>NpDfZoF^it|C7pB=Zc{k?_KNL69 zVpA|&ki-~HxfD+9Y2N*?>K^S4&mYjl#*|cMj!@3g{z^EB<%a67(E^EVNbt(T))T1M z;OV}ttL&L-DX-I*2x%E7|EHGmy#7xu&grIMmc>I{N5`vS|XpvZ8vi{;7B=vJ0pnuYDECg=1W<8InN9ukPzKR_bzltGKTQ^cot#QGI8YD0A87*Di;^^4lLfwtlu7 z40IP~r-LWpMK974o^3ALteuq`Hiw~d!!xA9Maoh7H;_ zPI(DlV$Nk~Phq12hr8$9^K{;F%SflMSHKm>1e4VjX4;9mWmN7bV0W4j{grfQ!y>3y zxo&_NsNQ!q>0_mBy0w}@{drXkLL^y%y|uRcYqqN-&_=k08$OuBvT8QaG{%WI-*IEkJWu{XwC7ISA=g4}f|OOPfqXSkWpZ7YW^W~mOX;yN-1JY2o<$b@KM7z7=6G(VJAd>XXo<{F?PH_$xFu@WGfyQA!k9XIEzr?F>JfDGuN$F! zySi@(22Q!h9SKb6YnQH12P(c*Wq@WKCwo~=ZIMh;AiOXGS%*>2`Ba??rkk%K@pH@1 z9+#Fz*w-3#6Lv}JvGxGIlK8FrdNsYk}y%>cs{joEa@ ztn5S6#0A0c39Q$3Tt0YwqHa)%$89j-Cow^^mF)prYw}-hjhA(^A%4OeEK@sDvTffz z)im@h{C(qrnYwMjTM?~ZTBAL8j7^Mvu!N`>l$|wht9SggFrpHl#ReM#{4*Tv8(aghZc1s zEeM{_#F9VrWlY~)<2rdgQy=<2;E8{c9|VOudSKM+jHcYQooO{39<}hB+G7~o?B~BY zho|UMSm(tjvzhfA6*^=;U27m^3SQUFlRp5$EOV?7YAHkzr@Do zqPRz_K0E1H*3v_9T4>-aHbv5?V_?E#F&U?4^3);b^oVl<%0{~*UmR156qb>dWo z4axXz4R~EY>r_22)eol3THrqgE?7w)QcUE_#dmf@i*2=f9d`2hR|j1+OukjMjS2{& zJdT!mY^TMZ3(J*nXD$4KhJdU}$69BQQshA`$6C&3WaxyRLr<01{^}i`&bUxbcc>9C zpHtf@QF>HXe>bB?4Ue>yjHcC{$sF2lXuE#8-4Gh~pW6+s_X37ep`8JF@iW!HpZ3Oh z5)4=jy{$R~T#SbHDOr|LBf2o@75(33y@XT_SM>>^hQhERq%6Q1-@RasbyoxC6TX9jBm2v;xMW7n;miAQEyJGs| zIXG}rib;`HSMH7-(teY9EYXa3cV2pJ;NqO<5G0L-?W!J5vn>bc3oSNk zu*m6*kPD1=t7Lt`RXbaFh^8j>{%zqQ>u(kwggF0Lcp&(5;UPmBrxZ&kL`Pz=MJ-PT zE7P{MY!e5*zakaocy4a>5zVgQFCz}b+MGXI4yt%%Z*E~aMdAl3L3sjv<}|d4g<(gr zWhssqDWx%m6(3%#?riauYqEhX4yV^PT8DP}Y{KEoiG8e))5i#z&{chT>d$7X`@Ce$ zhhR{pEbEAx*F>tD(`s|ES8O@WG3f%4L$;m_mzw_bd$BL5d}n_bIP%IEr{_)&KIYBa zvuw~!($sa!Qa;^v5ExsJ;i9z1-&7w~h9$b2j9+3@C7sJnHPYG-nlBULjR9A%v^Q+` z>dLv_)Qvi84xz}->s{tyq4+zGG-I|t4cVw)eiaIY_VQBDJ$hYE9|k*h5(C(nWcrHT zuncZt3fE(~j~a6NX&$C5`PkTG1smL+80*OZC!MGR43n$=l+$ZYH#GD?T@6Fu`d5s^TOIAsCU3c!1&(SW4O4vlYpp#iVE~yC8q zZ1Y29f>MQDU^z4LL}JB+Y>pg4JJh8|o(_xTr9{(7lGJ+J83{3s3goj~=sZ?x%w%r` zH;_-9wJcTn-rBX_8N@IzJ7`3X+$^P6*&Kof1ZLHGpsGTcwj|SfE&t@jqE={PF*m!k zDWx?zT)9+6%p+-eR zh(7#wkJU}tzCA?JC+H#ZL$bH|L$_(mCa8i#E-gs#gOGx$%MawHJz=cdx1!IvH~_y$ zEgVADY}B|zN#S4r9gqa;$vlsmp z_hyMIP>IuAR9)A{K4YAcFE%XHRinP}z#p{*J*yix#zAYLZ8B&S-d23tSx`5FItv`6 zd*TatZP_4UwVcxjlT4<$U$of zP!Wgq;&Zlv{=U_|O-L@t6P!o4)Y{bEI1GswXSdo5bpwFIY*g86Zja}$fx>mnPg_u+ zpz}k&@Si$I1?BRbwS6!vo*#K3ctKN&ZQ3ODI|Aakv{cg{=BNUZNZEgySgLAW{Q#Iv$~C&eb^fX{!WB?@Nx#5y0cW&ELE zVCHG(E1nM?On4w8D!2h(k+SvF6m;Ht;f&vSt|jM+AOa;y$FT3uiHD%Qj{wiq@&-E6 z+=46j7<(Bsp`OA+&Yye)zCg@(@LQY1I~D8(4|2UiUS}aXEng=JIs67kSpOA{;M(w@ z)JLh26wT7IIM&a4`usqzh$}~DM5cc=`{93uBi`J%%NjpB^G^sE9ad>(R}$<1vPeAP z#rA!dTZ^QBgE!O?E)iiJm8mRQ_5Q8uaW)Q3kFlj3`&VA#bPxjg8Wd5y%JZF4k-M(~ zE&^wVVYsg>Gkvmdo^bs&qwBLVCaj0ZlGH{exWT_zB4SCSJPLj0U*0bkKl4uB!aMG4 zVodhy+VAS}`$#T7vveVXYt+%Q;;`}79Fpz}&mW}VtX-3~e2OsH_&ka- zge~a4I|qpt>_4_yzV?V}DgU)+RLz5D!Jikroj9Bc8wk^Gpe;27^ExUQQNibB&Cb=3$|dVODi-q zW^Gz=get==3l==hV6Z(wCz?vDs?peMo!1?ZlFNOQw@OHWW=df6aNXfUeSg|%JAt?$ zP*ZOue`~Jk(pV1-5D`Nhgowx)2cgx1*IV{8GGKeLc?FyG1d0rtzx_jGup*fJP!mK3 zKk$d2kwG_b_31XRci=d-3hv@Ac@Y`h#hlr0L9(>pqFLpE)vTx0G$2PXr{@e%lPV>| z(mJ%(Gm;#o%N>tvsPw*@{aQYjo;6@ds5D}-LnqJVW@#_@re;W#JsJaQ8w^ZRJ5H>=(iP|2!nYd{be_&i`Q=LUN;joCrJhhUfCjYvh^1G=FW!s^$)plH$o zpjn?A+x|5`0Kj>??q7Nb1G%7gpwtGf{?>}w+DnH{w1RWhGkIXbkZKP)?{>iNaREni z@+bFxg!t6t5qKshHV`V5!OQv^+d_Tj#nTl5FXyGpT$#Cmg!s`zsHes6QBp7z(%nFe z=KU#kOdzU@@DFZ9Lr=jXhA9^TfmSNlmGcEf=ouoHeF@a#T;un`- zh74TE0ayIB{^p}fMa)h;kHJz7HE;^;WYR99Yx>-^o7#=x6D2#Q1>9g_@UOlFHHzg3 z&c2-Y1dmuly4(sXolK6c*jx$vOj_`>X6b95R|Zli+&<$9-2 z$_`$+R0el^O~fDb+hq#3?te@}SV%Alf=z*54t~)PaJ=$!#SvBz`9EC?Q*25AfQZ2= zI0YcQ?IDw+PGa^C0HOi?0&Eb8UYS?n$>#EOTIM&cLXY$yx;Iqd+&1bX03w4*z$ceFsk91*yCnn$>% z-5@wOLZ|@iU`}E3R{LI-J)7GuLx*0$**zIvrY50PrbFkFjQpx(f;R=xRkZ!+?3Ji& z`!e(5#oK2#$+h$eS}Q4k2pBY0&IRzrq$zKnDK!QER67!;^lVaPtAH^F?HDlT(7*NL z#n4TB>87Xs3Gz|St%8;Wp`H;-(70cN(s-j-Ac^wcPV6CWX(frPGq^I|*(G)@Q}T}iEe8+vR?NV1j0$x535g1j)G4-5-B z&+cugR|4#HP7V{t1Njl5d5ttNQN0WmSod;GUb=a>IQkjoH+@dmdkT1nQldVezeWUS z0}s~!IPg%~AwRW==!c*4y%hL+^}u+(Gqig0)m@aXV6tK6&u^a`=N1gjx%gyK7Mz}iQKbwJ! zkBnjd5t>bt%LpbIf~b_bf@ANk@w9Qalq*&r_Q}NK(hVeg;9D~u7NEu9`{!YrUw2A>b2Oc^0r*=pd_fNnMxe1zL;BA84 zkXmoaogY{X-Voln;`>x+&z`0MvQEFq(!_>wKpe`f)7IKYeiyXgzz2>)&@n(QpE%V! z?w{!$$FD^v;wcca-$Wu30O$xHH8u8nVBe>P5z#G*+hX;qOCR+-8je~J04+pL@ z7u>PGllv$QpYkFyr<-A-ne?lFSbQXlM&e}OcUo2`KLJVx7n=SxXz=knTGgi;b+zu* zOTs2QsHUVC99_y<^*uBvUO~XWrecFT?B;1qRJ*sn1UBD(`W}m%2?_zgkNa`$B;9C& z0R3LzNP#W|e;8VgvIXK*t=?WS+PYjmn0{cU&bxMiiivl$jYw4~gN7dha`U<;E+`26 zS~@VRgh~eh)zxtTLl5uj1NHGxF(}`wZ|E+!1?acE#24dmp3lRc?t$l`Gm0ieVabH- z;)@-vhvm(+1>;}7GZN}4;nEsawsAd>#tj_-PVewXFQFwGfp*Qh^+7@m!UN;{RKd8W zADDb-wV#uyx>6++@U&6$DW^x{u@sl*-iJpkf$YKHT>rFt&_}rw`ds#X2Rg=&>VdP~ zFS8F7uG=oPvUO{7)Ke^Ng3y{mev|k6>0y*82tCKzv6N>v=HD}Mxfp6JItuMpi}`)52 zj=fGbtq|EY0C#YQFEBp0d;=#+vwtWkV!1ox~<#!|IAI1;mRoFZ=KO(`Gn+kK`sS76EtIFm| zS$Di;lwS#Qbrv?5gKvTth@Oep(n#2Zp9=YSOi0=QJ<*JmYj;V%p1jRHG_3u}+r4s6 zNs;r685+1`1iDk}j(FW1ntpsKx;wsC6Z{@On0wjbD`yHYI!@>2GecyYZ#7Z|SlqR4 z8As2!C*3uVgLrAu9vE~T2^;-ve!^ekW4~-_v|FE<$vD0p2q!G`i3<8BDzMfU6iV4_ z5)2YQTV!5FU~8NLtFVevI!}i{P~wy)G+++nz>9r^*Ngf zt(K+*DK<~7G&05S1^}FJ!yEi0`y52EpTn5V3&7Asbi&1o;`NbeomW)~{7xTVy?N^d zdP&Qs`Ew5k-l~X6Tf^D906OtyxZ~~OYFfn8)(u4mhx?dDPX=n*(0L+wzHQ#ny`k0} zQ{aRoy3}0TYm!V4YlvoNSfKEV@Gt=%ADnfxeTve|=2bSmC}Bb!eM9wNabgF<*(Mz+ z*$$WP{4BzI@?4Qw&Xt-aryOdqMiLYsQu+BZOwI09G+BfFaZW3-`kW-@XhTTpb(&?W znCgohAIb%}T$`V-YeFNG_O4>bkk3IVL}~2Ed?Kc-f7979T5Bpk>j+-sccjzi*G#|7 z;N{ZKDMsT=OJhGd-$Imv=u>~c7lZ8F)pH5MNOT=y}QbPPr5g-+GKHlHSLw;er^e~l^;J%#y&D8-^CpM#ZSY@ zqm=Z?)s1tRQFL#FGYGSyqe^z0loaH_vy#3Sz+@LY?DQxA2^%CQU#6n{5$D3jcCxD#d$|42@))hi4hT)spvEuZ8GANN~ z&<`wKz&d&+yJXe#A3p>Az-%TO1!Idf_Svuf?Uy`IL=k~?v$gz=vx|h3_E%qG{l_TxW2zPc4!dZ++Zv@MjP6~(D zD1@_z6E`PAVa1w|dAYE|=li-ZUOQKCwS2YX=L|9^Yc1Yp@z$0}Eu3hy-WciC-IW?( zBIJ|h{aDn@u*}|9vstA571q5;3``IW?mPV22$Bovkqq@wZ_9W)#qXUr5olFg# z$03b_*`OyAQum|tl(~Df)!Jexo?kw+=qFrEej#K=$~Gp8^C^x-$e9H!S7-kWCt4b_ zj;uK3qTrT@U&D#b*op3@#Gww$-Uug8s6X2tCXnVak}F+~^_Fcc4#$!Vh!uA_Q>xRI z@a!KouyY@`I4sD>Jv~5tdjYn|%fec5efxaaAj4-=*FVS90O1-rNu z9u8aOY#>~;_%xV7C}nx_{h099qrk?c?Pu*mP`!b{uRbi>deQ;{zAV9vQIjVA^dhw= z5NO4MokoR0e&#_WUJPGw#uI8lCW|yUD}$#KjPYrGsQPv~#VdtNxr zDq6t!yCCIMq|kuic4yp^a8eswHNMacUf{>N2Ohl~ONsQ#zRgqiuY!2uLUWi9tv8Ce zIOBJiSj3jg$b7s4`0^o9!<*L`l&iTpExON@*fwjj%?U0w((sschFnuvTI(ji3HjC9 z!xF}X%(Mz#@#$Rz!#wxESNjfZ$}v1(xUfdbp);IHt2!EWQG_j=oAeIFXBJW;78(I) z9UYr>6L1aRUsp>V0)HYq&9ZrO@aF!yE}to~LaN!5-W^K3egHTH$LZ z^#z;_Oc9Drh^{BZjd+L@>kA%CSdZ7hLms(&^CK%2CFVWP`!Tgb>uMF~XdyXILg|-4VWKcNbaWv9>;e`9t$5`o>G!CRf^3Z@538 zmEqEw;mDI*yRaSgyjaFhE}kjW*f;yW_+7n{(cUO-)6bv@kTA{yE|}9~sS8el3>5C`9aF48m*VDTfGw2vPxvAYI=t`9Mdl!)qn^MPOjE_1aB6 z>OGd^C!@7;u6{Z^P4-|9(Ru0F$cHs3d_hf0L9J>9nI(y(NX$i$|Y&gD^YL(9?wWVCPtOnm27NEdAP+16`2#j!r zN~j788KsIwHNhtp{4RG+mGD(jMCi?$`kREWb&=ifbX|`8)=SmvbAT6<3U()5W^uso z-S+rs!}tz49E0vsvE( zxn0le0~0?LO84c0WHUNw__*$3bZq$Znrhxa|EhIUIA(N|P1t$>z9@kW2rge_w!Z}N zLjquG?c&lQk&nE_yQ_~#OIrfFHplm7vFdn8x5><6(79+Mi0EztAO&V67s<`AN^l}6 z(xS!a^#rGg>%e0f0Rl^sex~yWz06s};n<>`(-`4NK&BUdwl`s0T%sOoPMRDKRuM0Q zC$=@I{Y7+s91c${Q6*q(aQy&62D67MMg~|T>Pb(rInDR8;lbPtHQ;ZhlYm#IvKL=n zKXPB!D5bB-rQl0;8z^m+ZdU<(S|E+b*k9+%RI;W5O@%#CqwcvUhse4*RI{mVI8n{( z8Ntef>*2S)yE92K4<+271|I}C--Xr_H-bh3uG99NZ}WcyXTDCyMJqd%w5OPMtvoRy zbx@U3F%n-!RcL+S<1{EPXzIx6gJB3VWSwz<7|*NHC6NvoHAA+B^-dy{9^1=JSY$L3 z;wQ(@&MzDC+9z;AQI2HAvBvVAs6y=yU7dlG9pIKAdx6_xjb=m@+Tt z?U%!20J!MnxHrEmKCaF}EC|4tk z{q`ydfAsAq{GRp@ot#w|SgfJZWiUmt1*RxaNc9xoVi$vh_;&F96)?@PyP}8r?)k*E zaP|oRcp-FKO{}d+RQEuG0c^bFk&7;WCaCAaMIZfocnFq-YNz}Ql`~Q!$uECw-PUPH z*ij;#7q5yk2!!;0M+k&Aa7Wq}0(WH6NU`;st4T@Ke3GVu9_sU^Mbsxg26~U{!d!04 z@$e~VPr~{_kr9+xcRyD5fem>Rn?~M-p#FE+;H-6UQ&^9 z5iPY9>Z~Evluhy8WaY5>OT4}sG@rSSz(2h5A_qASfQKP6kX=R9k(~2{bFR$um$%6g z@Abw-?OaSI%f`;olX-WQu~l{2UyQMp&%0y_e7JX`D-d44i4@KmH12$Gpk}zo0z!+@ zewsBt-tS<-T@PvyJG?v-izT>ev{Vq<8E0*E2D*cPg6VKJPW`Lh@uV@IqkB&)1#$$>|5cWd=-t}o2k*(PZ)vf39t zR#T9@d=6VD*SZt8Vh?8GB~xXxT8)>YYpz#ob)4a+`#FM8#}JJ<`ZVGJU(c?{*qopWYj~Y(3jpP=Q^G#qFF1=T> zV6&PxR^sNCelrMvM&BsS-aH1|NE1Aq9?5v*y%^bD(ywpJZYya@5zPuyEa*j-_zVr{@x?7gknoP>j@%iv)Hc(_v<8a1U$Dc9K-oD8)|C<<88YgSCvv(OT`bAD$ecXJU=N9-bE5_`yk!(wK`VEMJPC7IerKX|8=0h{ev*tgG-;pDXRl3fK2pQ1A5U z=^q8?DG;ClMv(=J@!wAWhK8!iGxN_48wnZ8@+?S(U|$UGV>~ch+H1 zr;ocPBnJVB0aQRxx&%>rD3O$uPDznaPW^L_?& zb=Pm4bFSZY{yG2d<+|+5Ff;G--p~C|q9KN2X_#5WE!&Km&F$pz@d4s$)p#pkm`VC| z(b4;b_fj7-DDLnd#RV~4%X4<{r~1kQs34Ilj?~R5G0cfk6<*9|MEOY_jqio^6@yS=g^n1(%J)6AA~NXFb35MIV`w$aSy3nkO?%cd6t{N}o|y zF%t#H_6<7X3J%Y#k(I`hutST%2crtE7^A058;a2@{=94>FF0u~R&eW}9*Z=d^UFHtjriW<8e-F_P^(((*NEAsS8b>KF!ATBH7 z9R9o+?jYOXD!&`2bxFWk?-`GG4zyCaCU9q{Cd%th2kBTNfu9Gs`BMO&3Jmvj248!W zaz#t=peGd&l+V}tcJ+z;^kVl0yuQN z+7!d9$0s6of+E(hin;UREFqBWBc{R!DEg$F_-IC2r*Uj;wLbO`d*k-$rivTShoE7~ zgl;8_$H4z{c||g^Y3x{ne7jo<(4w^oo{cPe_SrABL+V@YTBXYp9H*nPv3#<}VR=;Y z=Y)j2llazKo$%AB?zZNw7H;n4JJSdg@Ckf2FT{l-*{^%NPP;TgU~%;!r zg!jsuK{YBaMEQFV3fV-pnivk17jT~(h`0Eh&M5Aohs%(@ekJ|@ON_mAE}Nb~nPMqy$kmT;z@A%RZ_2nhgU%`AWW0@ftv3+opOEF#s%#47H5c^rOH z2Bh`RSs3;2Jt_bc0}h4nGgCJZ7#yqicm3f4I0_Gz6U98V?29B!y3X9=%D3vK+v=`| z`@ewDh8$uLpTZ(McQv!Zl`|RDPm`t#VignSum$_%3{rAj%lIAON{r zv&|xaWufiMgc$T`Fb?{ZsV00qXJu!Yw$DniT5-^KZvxWtoG~YIYbs`Z`?6SB?XkuO z%i!G5zR*nPp~Ohe_d*A_Hq)NI-(-Dvll;Ys-)5S)*lNq!)Z!J+w=$R|&@AO6)PAYm z=Su{8xeD$#h3jT*6w^QWhByYWUlpZK_1A4k}hh^X-iTM2TSYr>_%SZOB$`qFk z1V_Li6_G{YQ26fr)M!0b=@YQRp-sddgxgv8Ac?DhlzZDkg5TQ$D~ z=zJoZZQws^e45sF{U)epu^U=|Xej%;6n#fG29=^PtW`yP?^;i0nu>$S_BxCcxu9Xee97R zL^QyqzDc;=)M{2zC&IEVz<%%?chyAQF{4N#gZz@$Lg!_K<90=FD+^P@gk;}e1?~H+Xg@_IT&SmqZBVG}c?~5PIT#IYV0LY*Lex(QNb&h5x&MQASa}ms{JY|B8veLUG-_}8Xlfs=)mrn0( z$~>uCWcfh>muFOTXTHd^JmZeo)?|d~5at0GpJ+VnJd|E5*u>KDa1e3>KX(ymSSjOj z8r?3ct+$$b$Dhq_`vq7+l}k3(8>2`;i14yUJ(@&M3M_FH+B~-hC&V#Zu)Jt`UBiX0 zZDlG;3YFKvxBYU^Os%P2ZHT1hjVam3V@9dteoLZv9UlUgVPSrP;Xx5Gvbw@A8cGfP z|4I$49KH|Jk3w!?-}Y}$TN#o%KGbpk^MKZXkah_Ime z#{Rg|dDlk|!G^GubA12R+D%fdrUyLLn^JTDX4s(;Fq=~E6L83Lok@9A2qhl~!148Y zPL5%s9A(1M#(c(312_V()rPqf_& zq3xq(R)}=^nIgzM;>NY~v2)87f?m0b*PU5D@d3KQqMK^TH<`b%vJjIg+`_&r~#Gph-qD>gcB5d-(#(kTKB_hINNix zcaoG9kn{Ev2O)~EHLZfK_8WJXG7du-rfT-W?{D9dY@A|x-F#CGPsl)VCN%qf0sH`* z@?WXGyq~Y^#X7BXITjzoAZppS%4@G;@MDaI+?%-Lo(mHA$$6Z(&p@$IWsuc%8c<&0 zvJUSsk;OV&oO;aPe23Zh3x;+>~;H9cNqFawQ!4h(MDLAT)pp{(KZMy%#@Bg}B60Lj{N! zo2jwgEJHp19Zj|gQ%cEqzB$LJr-iV0~XVfeGv{(DY4--`$LCf9N z>}|}zgy4$stA!$jK9AShQ+jw{;WBdbCA4rktlJ|rl)-hWlgsS9_kov};Z=%d#vuF7 z-f}g#j#DAKRmO+fWF{XK#`|{{t2ZGA}PebZM2D3_d?LcWVR5geb_luni@zR1F|yBFXI49KR| zrY^X~PAK5&h0dz<)uq*!#@fzOR=?aWFWU-Uz2cp=^tSZ2ucWW0%LPvaWuoQ)nV`m) z##+!dm{)(z|Dozh+0O6ca_FF;`CHM-qw#HNBDsRT}yyav)?EF(xAHCz0%WL z6&3grlH-Hd*eS9ws-t(OGw?jg`|CR~niQ`QU1@B(HFavvn$2*~$SVCUP9&U!=uAolunLv4zUJOs)h)i^WgHu~SQ-6_X+ziG>5~Li(ob_u zhCZ$L?L0s&0x6hue1j;GkRFJv2OStG5n1+l5#m&(`%M}CYoTFW3S{s~C_tE0&)|~O zW=C=w{mvWc&O|(1x@ac8NAX*LfG|aV3kF*eHX@r+c1bwgKGz=<#E`TR1`0pqOvGN6 z{E~4MUU|B_#dC0q`s0jQ2RZNy+m+*}S+WbWp$rw_s_#!|c{PDe$`=Ap^(T&%AD4YBTwRmITgA-e8WsuD&E+STV6A7L z*=zPyUpk?P3h86FV@oc}2$?2-SgIU2)x4@K#J1u$cj;nv>gj>4s*> z@1xcK;t%LY219`EKJRmte(~hP9M;$du+%I-b7xgXQ>6#%7D9Lpo7h}b>Q+m43QvZB zg~wao1_9>gzWX1Th2<4nJt&3M$6>7la~uWM2)e9};OeRq8y*^xk51s?FdraMdBsIC z=Ra>u@$-Eh`Y!r@z$U5$%tz37zL9jvxb;n>`qQPO`3Uq)K2S}2wer#NGEem_^zy#= z>^OU=+UPl$kB9;D5$XouuV-6UZ8Bb@j5G#2C4a*X(Eoty-10}GGpQ*lzXAzA|ET!6 z9@bg!mej2ezY`1SKfrRX=N(X!&?qGcs&$=RAh14;$#^pMxUa%V#&h6RJbW`##c=_5 zU8GuvhWHm+f|0Ai)&w~&U3~57;m`Z>k`i~F{vFbG)u{A(wg0(501=^FJQ@SFItj^zue3K zh6UU^WBnB~^Cjs0h*4bzoFxmi!ZCpjoY#g0lv!&G4BdxD?DdB3vWo?dM1?(@ePyqQ zT%FAJNVOy<5E6G_YFBZSSNA^T4lXG73VfSs{6Aq2Y9!^jm#aKB?A82DU3uC#;q?Do z>;a1n2mKe^JC+v<$4+Z^VQW9(HM>$`^O0Mq^vT*AArXT*_IC>Jc8_sO;wB{Kj7}t8 z=rDAfT>@V{Z}ur@mvR}tcGs+bN3IzupHG`_KAp7z_zZKy{|Z1jOc%}_rVD=u5RelM z&(+c{a|c2Fh_i=*f`HW>Y-$xj>3C|m(|f2N;U7-u)s+rDmWmRNFJ4KU-nH#o%>6TS zP#-%FVZpU`5{ha7A+8n;5eSrDFtFII#U1kgHGP1uey>pKuDA(U^0JHWNeG6OmEKyxR#pK-RnE%8}7V5qo#{2z<6gOTd*m$Ra@Y- z=dSiRtQB%pMt`f9g>~z0$!)X_#E=+pXy;N)d4YCl|5STS5jgoPoQIdxt**H-%{2c! z**^*8HbPoxr9>=z245%Je30Mgbqn!zs@5=21d}CBU$xwZhmMDxvhyl1kq&zz>gG6= z5Dj9bq?7cQ^}mHex8O5xLpLCOk%`G5w*N6v$4R+aZ%}`4Q-yXSUd*N|WpRA~V~B9l zGY=70B+fR`X&RW_Aow6H;6@TmZozkbf3VUeFUaGv_5&kmhZ0|f1bx|Uad$@S-tgN? zA0&9Kd(RQrU-1zI=N`>j^X8bRvfvb}rk-}AU;s8D6vkEeM(3Vm2UehjMnRSSW@K2Q zkPi;lgvbe7UonsGE#B}F2_-SGjcWbNh4)=y%CPY#K7neh+d9uA`=lJNM{Un#<+W)U z^15r~FNfoqu3Rr?xJ7q{@lD{P`p5U0O^EUXt6W!7FH1KPW)wq+p9pgE_LWc9v&$}< z8Wft#E6Q)Y#Y)sdDE3t&w{)utgUigCi3`%xcJC$UFI*OQbMY&5#ZP^%;NG;=%MuDb z<5&h^d6u>_`Y$i9->qvF3A-38`ux-~nHt#{(Yq`X)V9o0b9Fe(tjrH$jJOD2~Py!THwwX@Z zO29Qm0fri1NL(VnvRaF6u~`V%5Icsx{S(as0&A`J3n^_k=Q4qg}v>PNYPW)ne_Q3v7-0J+Vsm)XGlc{|=g3>e+>xR39J$X{_(lo_uB3Ph7N+p(I*lil*GF{9{PtNptde#N( z6x5~$$plo;s}jQ~4afndOI5wr(@NtNwpemU&Jy81SF6oz(`bx`;QIVJb$yiB-w`|i z>GhS?+#p!XiBcv6cn`E;$^c@1@P+FB33yVO%<3YULOHkX5tX3&;I`X!hv%ed4%sP&GhXMk)X~u83;Sa6RMJo5HsW50szNQOj05rs|&4qiJe@MUZJP&IOsEx!qg7_wN8_*?f}}hlt~3 zF4Jb!^(c#RDcwA5PGp7Y6`_Nv7~=-hpz*F+qI|B9i(kNN^A=mj;xYXzd475GTjOHO z6AJa_zA}lJr|^GpACb(xpJrK=mC}zc|8@2Q7uizyP`d>Y_m)^b$M%SVk`9w(E_k5v z4}pYXZHWf@l4}L%`G^tkgV$vrZ!duj!5l7a&!+HLgobktcCsdk(M90tkD?HV*HuVWW$|Q-?!q+(7>3m@6eLgKguFQgnrC3rV?JCqPS5Pw@}@0>{m^S zFs5P61Ut@2WopYEApSfTG7dim5?*jV(%HJpSigtYNJC@t_5hfT{NTzG5^t|yn(fdX z*wunBF%cbGR1xUIc=V~)%^#X85%(3_pzhcbQT|#O){Tfi1PrZ8Ydg6RH{qm!L?lUV zyb`;f@g}^1n5@=Rk>O%uN=f8NdSq>~htt-CA#)SG0qgpdo}1vo%@}y+mrCb&ml45~ zLlgni{Q#02Z%}?3yUaabSl*Khg5Ry=gI(D`%WUl8+{y0OJVQ)X&I@rK`d$EmNnKO% zSF|ryRFprFqd)IuBKpRs(V&xF9);%v3Nj3ac-b-wqG@I>)|F}`>qmsH{-(~E^SmpLJP|R(9X(hioaQ&aCU`wv zB3Jd+itQOsi!dbGcp~iDoGg5eWL08c#%M09V?3|B!N6hSdT*_mq9NrCa;5pT=}vM* z@=8g-C`8<9?f7VfKFK0)c@{cPg%T!z$Tfs01m8e{MHK+5nDv3+8% zK(KG@3T781ID*eE?$9puU=bUOq%CbXUC6k=wA3f)ur_`5#Rip;t0cU%EV7`-YQ8}% z(1qGnKH0^0`HQR-Yuxu`58Wyubvq!l+}6F z+ifCvthqfGDY=5=tGy;4TfJC*p~R*8j^zn?82O#Yup?gNme8t`(+Qt@4dpMcv1(x= zxwblCXSSJvdqL(=%ya6X;?(Rfj}+pVsInu7f?5Jd6wb5_0}~E=fi`oI^2*9MXgmhV&h8t)fmAzU{KWDNk?VGnt+ zth*r0Pdu*P5W5L@1p<`eN_zISyLx+a7WEe?5fqy6JM+Dr2|`5|`vB6Z1h4#4zrn_8 zeMnVYp|$d&a=u($XvPHWmr6rC?F5cz5bq6irQvDhU3K^s0w`eUL;fRRc>nH-;9Ej; z!0=)K#&Y6%zZG{}boV<@X!vk@&tYUs-j9S-L-7yoRlJ(oc@W@>hlE~kt|d<$iT?beY0v(o@5g&)}h5yCt)*=ztF%w9^3 z+^Q7`bs^y2O-hXQ z`0Iws-pFx4K`8k?;@fx3d%D~EOO@ega&QIf^%>uq?^q{}AO8b~aFSq`!S{;%fi%1` z??(&bmw#1^!8b{(SE$njG$kGBtX1S}@JZjc*y3O7C1ohc=33Db@eH>ScnZ*pw%da3 z7J_T`uVO%xfy$b}5_^K2J~adD@aI(*TPItJHW0qb5r0aA>s?Gu-&tzI^sV^v#Sw)X zAxr<|@dwg1007Sr-CHM>}bhvi_PvO98*+eUE`BJ>gd@CZ|uD;v%8m+|?I$NbNoC87K%VVdEuLPfDa!l#QPN)k$oli{u#BU^_ z^LYM^FGO~xI`7qF?=@^ODzI+~MYw|xD91~JzMm)r#p5@RJH0gxW>CN`xBw)_5q7{x zXYV8hF3*u>Hiny#HRDxMq4WzZi%y`uPWu7)0(o+{hduvUZpf5rW%yBUp!Nz$+srm7 zSEp#c8h^O?^2HGB_{*f zW#r_zBU`n;f^U)*%c36NIZMy=oKUFA6W?@welITw?*`NMNlb}QOl-jj(K=OO%pWX+ zLC}X>>BEe{juARv^`tQ@S%LAVg$JPS@aUJigJ`t&;l1sBaBph>!zXjm0633A(qGDO70$4+-nvVe^9P7tk3z@jCm4I330cq_A zBPlZ*q9r)OBHh-gZnM5hF5Sii)c04D{kTG*Q!n%-{^$~1I5AMpK}n*K)y8iGthk+LupAH*AkrysgL|3>6?D4ZGebeZ6_eua4S;(rsm2 zCZITgQeo}i1Pt^`m)YJl&Y{zU`FzW1tF%DVli@JI0Q?rLdo%Hb4Esp*3tl3&z54~F zqHr4|K44GJ*ZfF8iW?sg>W-eB+y>{0=+DsN>}6*20@GJtLk+;$NbnFHIZ72$L!neb zRb}&2;TxF)P;7{Q;HAwZb}?~u{gq_zT&-;RXm?A-fg(_S_au~+$ebM2{v!My=#o1U(%^rvAf0rUe)5>jvYmEwcFgV+ZV z;X%2pEEd}XCV*FV+1*?Ln-0zP{e>1ZC}kWppm1>q018ZO4>!;Zj}207*i#!m$ZGj3 zlMoDQ41h^k+o(A(bgrvQGYe(h1yN%|9LN#!tb)S8Or{$6TWaJT(P+rkLo|f!q`t<) zeU_0b^`<-z9*91ujfZ+X+2dnFlJ>vW>?kt!GKNSwI|P`5i<~0ememv{nHb_b}?=LKT>lZ2g{8T}GCg!D+0i2fV%n z{m1JEn#XIyVT8Ecgi5J85(UhVI@i=sn+~Z>PXezdB>|{X!O`p_@030E&JBX0%+v74 zz{a@7$?R}-6i3!*vrC%AYE!0S)AX|w?PlA+gH^*Hslon(!_+``P)Pc5Rc8H9DgnIM zWuBa*pDKLPcs$4@MzzgJQfXlBLslbxEhG8gxP)==;hD9WOj`jV3HC+!F25rQd`%~g zfP~S14 z4OT;>jH7tKBa1-c!Ie0ls@f*GO~=mDZ@~<8hCZ(_ZM^M_K3a9yS*nSNaV`JZVfdW; zwN|^2IkHQ5*}8v`@-Q)ATs}$+h(Tg-9!y>CaCW|!1rKfp(?vv^g-i2mK03C1yF5f! z+5S+qr+!4kH?C*LO9)wasfmW$n_{qZy|@2rFKlP>GF#Bj65E5`LMmc+S$eCz{o5kJ zQvVuo2Y_|(JoXW`-|pADM69NtXKO$6M((20HFzA&EyPmkKiVvn7P8?1->}@-h=ka8QK7@)3$sP>&V{22gG@c+TXb8S% z<+VM_;zl7r3wlpcJeR?iL;e}C<#38l+!jZXTl7BPF2MZ#Yo1LL7-?xxDx0*rP_KhsDaDK`x*buZmC~f5-Rv_041} zykqFf0^AtT2YPm-37`tdyj!jvBR*_lx(fy-jdPrm`4by6yQn!s@9=)Xsj#hh` zr@vGc>bnwQ3vJ-&dHNOMd3sDe?bR>CR4~O+u=%vHxa%MfK?n5Ido=?YjmEu8mGmhE z7nu+lOqNCrw`jqGX90+ammOw@ErmziSATCQET98{19rHW)>L-!$<3l;%WjrE6Ee!U zS2Uk@C5s2wVA-JU%g1NhHCqPEFZ zuuCxHl79N`_zscIZrvl5q;R1F_BU3o+B98^_he zG#OZkbXNKk>$Hb%evCHwkr3F`M=1iQz}6jywfIJcz2IuuksqpsE%YhW!QrZ(N;_D2 z*wvx=Iuo+^>CJ^QHJ`QeFG&$H!glg0w0gB;r(#~Ni{C~g2stZ$e-#&Sv9^W(h#fRx zHi5IOn$Pq5&J2`X(V|(s?}@=@;9FjP{*q_)R-GI}(}^WuOYo?!aK4+7W%@Lg>AOKb z+_jAn$H}jAj2JipcQjt8W@ByYt;SPHtY1a1JMgISQd?){CoRSBN8VNDHIXoPc+)O) zy675Co4Mr&>^@ao(>Xs979ax7oQH+8DJg_JZXo=6g# z^W^YF3|5M=s@u%DGBCne9(rrUa0(6%g~?dz>h<$#O!X{O%-8mAOX2b8jNiOhIQ^C6 zeV$5^)a8B6hu!188#wt02A-KrVqO0Nu^d_LoBb9a3ri*upvVv?ev}HZ)^XtDKcLTuH-KOJXFii}d=))H5DFMC!m>uti@%stc* zdqLl<8)$dZ^Fsd#A!xAd@h~l=tl&sTcVVt;8V#5iv@4DdHdBT>1S6V6fk7Bl7E~2} z@&v$1#}Z5|g=)4Wp> zCt*m%yGLWXc-ZV6zjyz|b6*QZ69>~MHzrxUS8UIS!*8F_=5r6Pu9%8WCJ_!L5wu$w z4(M17NV7w>U$A}?Kki)0wj ziC`S!UC;w3f0e0Jix@+VaSo1}xz~p!g>ERR#r;KX@GnmPBL6)78~ix^2j~3h^gj@g zG{x}_T~au9;YUfK)8ytS#7IlF%jY#!n>@hn1X6nPli&?SAwB{_z~`1oaylE7}!HSIhVE0^Ubu9?C%j3oW+O_71 zb}|P*c`_i!f%1{#09mD>6;=&Sw3F&o2y_Zy+*BFgbfV;Bhu;o526!-;vR+mwSLZ=v z)Hr4I6^uDtyYz313l1m!B6rW;}H(r54fZb4Z2yp8^g#cKIq&{YE9v)Xi zlJ;jA`$|x>JS+;O{3!-_J+*7ym1Iv9$Orp?-3`sQ!r_z!nx+#7`=Qo2}?> z3DWmB;&^opx}+#2#Ti9guGGd>fjkt0d3 z)h-1r;st?ytWL7+9fy($IJW^S?L24+)N_7j-P+0}<2P-O=IRIJEUTpLwXNVVxhQuN zRmg&VOj-Rj7~eH1ab6gh2Vp*$Sh&9n*onGvm6X*QNSdM=sbJ@iJ5xX(4yV6<%%ftW zI!Vwsp;y{I`J!sG7b$w?7Gul_QS2%rFQw39WCgvPbhWQQ2<9*X=-;3139^Pp_6rTt za@?GRp`XEjC4<#P;BveDm$rMyWlVv8JE};xN}mr~61v4~<@_}osH-i*BPDR1YzgZ< z;5Mv?OldH4!%=@HA6vbzN`+{9v+C< zc?wM*^ql`Yec-SI?s~aa%>aF%c%w==ScQfyz8U{P^QQ7K{lB7t-~08y;RaEmi+OQ{IpSC zYV2%A9#CA+vdmVE69A~+2$1k!s3$gSWFnggXHs0$=mn2A-*U#5tHg=6ZdY*r53GmI z|1t%g78$ytlUAE;-zOf^iZp~j?j`c7f30uv&~>@huO*I?`}wIP2B1KAKBqj|&QnA2 zkp=Jv@bgOe&^pDS*L*?qIX(uM8p=h{k^)>$S!|nY;elvoJyVv>?K1p}sN!8UpOS|F zKrr|VK=>Mp$`gOjKy{t(fbk{2U3el>5Ds^Ou#>`en@!$p=2B}jiKBb(f(cP>N5G=z zQeUG!n7PlosB_*7s@1lkg^Ze6S_E{}{~{)M_84%!0L4zChY)%uexuB$OxvhVvoh=p zN!Go~r^{>wc983$;%u|Q*CkO#BGH8w%*Q~rbe#QW<0GPKFUud>O* z={CXr_9D;IVDA+7&E$hE`hsCzd0zbdM&eyy7>u?#j1P9}*Aa=7DB}A9Z8Z1!Nx`c> zq_FN0C6%H)olKBE7Q!w326!$^dUwG2x>3E++D=ot00NNMvWnaECQ3lj7*hku zMi-ll1EBO^L%GQ<2)Ecb#>kz`jMMF4Z$pL|+1MiUS+~FJa;!H{ELu>V78RztO%Lkl zKhlE^&7bLk9+Vyss&{K2MmHZ{tkgwc3~~Du{TaeOuT@g| z%U}8o6ncN?GpOF>a?`Vpv|d>TxA&-fJ{kBUDsaXMznd9sIn^A6GX0=6(&rhn*+#S? z!2n`*7<3vdA|PjOxs!_u-BA*$3By6boW#%Yz=#2aP#5+CLSVm;w6dZchvPI_1pP|z z?W-OxMe6kAZ<@O_;!OH~CQG({_v}@;`aA1yc%jdlWMiq>UGW}4S;B|&l1EvB6wTkV z1m|YA?IkK>B*Ubc-0i>T2+UB95Iy>V=Px6I{P2ha0~42?JxyYqrJ0rWAg75+8J`vMBvXWlbM-$ZVGN|KVKzhK#s{M;2RZ(Kn37Mw0$ zJn!wE|K`+a^UX&bFvKUFl~`7_KBvYY$9?eL;6FvxnCMGmqEBbj^(EPRSpCTmK}irl z%(#E8(POlk(!Ui8C5&Cdq{0zg=qZ~2$z;V>eYxX8xA{Sf@k7&QOmSO|9JyQl-mWIi z^@%;uYu_hLiJRL#dxn)^j%V&!k z=|kAg+&XI!ZvtTmEtEsxH;2_*XtGw!*FT=kS}kFSPMRXm<5iQ5CwH_<=aNxY2j=2h z;|QBITeRVKpcY^+s5FDKtNQ=0Kd`lIMD~xie9P5T8Lf?gK@I~grT_VLT#5U zp#=P&_(8tw$0~Fb!lxL}J>IU6W{5FAZX$1rM_^Kr0ca&-@8>Z3sroB# z9kKFv@Mre4jof60wM`z8m*;bQMYkH5Wpl8Cbbb1wcFQ+1Dy#miLda@64R`}aZonIK zf+~t)DI|T%y;)WCblXo+|FC&qeXv{65V>5Rc35A?SAgmZ7Y)YH&HYcjyIdCkQf#Zq5z;Vn?{kcwq*hZB;s3D<3s(Pg%DPjQd8|VLUD!Z#>2My~U5q1yRk9 z!gIBfnqV?y7NhXOprdG825mFPw|rs8t16;Bu6~^iJOz)yT~wcYDG`5|F3exf7rCD& zymW07yl+oGCV#O!=JC}=F<11klOI3A**kk{U2Gf9eV#Rc&i+|vdi@A!NBGC(RtZ#pz30m#u87}@;y#_2evn=Z#I2B zD3;DIha;A-#=1jxRn4hADAnHvggtcolTa~Rs5XO%5@ADpdquZK1mPRw^_A zZP1ev`cK**D&ik8Lm>N)n1P<%TB(?*Vtb4NkMnWaweu-yn;5JeEhv)UGC{Yf6@BIl zS#7A>fLo={#!4R4&56ubm3hr{2%du#i zMgQEbK_UMXA1HNr3#AUgWud|$1}G7;Y_p@(!D6fpEnB3)`;$E(?^Z9Krz!5xwT)r!*cBI*ecA;chT`7F zz_xopo^$?XJ}@jMZWlpF!qzm#Mq=_cuquhXDSQm&YPjK@tC!$gJjoI>JGb zzLP38>T5%@2jze|ps|X;N6_*Y4`!F(lRieqpy}$lC%KZ@6vHEd>u7wJ#~XY&os?G8 z6>T9}nj%Lk~m2fcQVj|Ppc!jf$T+c=dj z&FL$~!~Q$3Up#$-e;+HtySh<(pr7%{!j9v~*l+e8bT=1XDdh8Ya}Nc z#*dN+T_rIIjAk6iW08kRgp8@#pOT0vx*WW3vkH@&o$uXre4OK^X z20Oh~tz=5P5H6G)i*fqYC0qaT`z;}F2m~Xd*Fs5Xg(DrHC5Td(OswCW?-$VG;39m2 zLfvUinHa6R@A#eb%R2jQIM=s1uT?M|DFjcB3IWrR2GDdQ75;qPg#<3c2Zi86p=(gg zank=7=J@F;85F!Vy`g`Un|9j+T-M)n1hd%vxrUXKgQi_1U*>P)K*g&p@cT(m!XQj( zH8WR|@vC=HtMdB?4^R+U&4wk1h({TFo%AbyapY9!u>FU25#4&&etgPbDfT1(f<7Mc z>Cg-HB2z<9Wt^D4+5wuvW~6E|@}WN7g8B8lukNOp-2lJ*8`pZ8frk9&X^)QutjR=P zTfW2mZMrj_$@#%4r?|DEfDIr+=%Y?GClfIP$FKhH3!kU7Simu>Q6T!GpUM_Tm)Wt} zcV6R0u_1G*jcALec@7^}Bt8<#W9C*1b#FHukFAt56ErOW3T+OpIw zb;VT68Y@HaP|8hFY)NY&=DxjYt>|3=3lprOpXHGC)XZt8MMG5Ja%KJ+b>RcebS z4@ei)An9U;TuHgVPCzelchBYYD?a({e=kA=O4&rodl`#`TCOZk)TKu7nT`FDJrMQ$ zmOZd!89tg5y9mZ1CV@ushkp?zlEhTODxv?TIhvMxd!)qf^SSj(_SqM+$1?M{!nE)Z zZA>ruJs%lL!(X7Iho(Ao_u(s}(2?!JCgJuL&yViIeZv2n?gLu*7nxb;M)V(Tiw4J3 z-=BKUjOjEYQD<6TPol_G{6S%JO(VtqjOfKIGiEki%#u&O&{5m56YXBa5_3=P3Y2+N zcWNp~@}xg_B4qnV-vpxkL_!#wxG+mP)SPt&&q$Xvs}^E%bT(s03_~h`Xm)04&b$Y6 zSA?uw%o+nJ9W!>piOopL{KEC?b(!hbW4JDanPG z9Y7U;#}Mnsw(wY<<`7*_{~Nkcs56DAeewY7Iky=QTI39djENonZak2jfTdyDjY1>7 z_v^s@@`$_e74Cs9%l2^HLR`@WF)JY=5GK-~D(nTAsoEbOFFOY-L=6vE;$ic{QeiMNGT+t^Yxw2;~ zG6GWxO(dJ9CV?Qb16uG@yWv*Xi3LlJQhAr(o1X|QIfDJeW^a9PPL^UYb7w!+xjo`K zalF7p{~w{lBAk8er%BrBf;N5e=Iyc#@Iq-FXdJp#1B(8#HWWBCS(Az=TV1I&z2AtZPDXdKi~5n}?glBc0rNgM|95-I4rZ3;IsvYj}};{)ya#R9uL zPuRyA5InROAsbhR*`F?(opQBNzEwzy7wB|O zV9C=Hq))4;n8_h>|FYQdXpfl&SBeV)O}zkY$hsK)^$zF^PxC^i`}D>~Z(b*pf%0-? z+0KGXTKa}g@Z6b4HUtVR`mc3Rz&7$xkM)D34vRR&9nMsxV;H##n-WGfUWSWb+u72u zcRG*Ee=)+B+C*-tnL-;&e;FCC%3?BYgK?=7^zyGWwTK~@ zpSzd?e0n;*XRk#byJ6Ux>|tD?==x`=LUw@xy#hEotaqA${(GM!iiBzd-5oLb;A$oL zMJ=Y}u(I!Yu;moMHs&WZ6qj))jngE`T(e6d%U4_xW5fbi%xKcwVI4OQ~0nt z^SAJ!NCDLS*pUk2Q1;NQBb)5pOqWy_jFr$WwvoWuYpn>j1EB1oL2&$3HwD#U_HZkq z%x&%2`yCih)ftq&L7UFZg)5_UjUq%<>D`qQn`>vqDQKFE{I1K@V|Peow{ShyFDx~3x$!LkPxrn_uGtv z+FfYIK~BW)8?q)nCH+nyCN?ALlu_5%lMHs%ABlqo4^oHvslnps(mcP%RF72OfAg0i zQ-wdh(-z5=6I1atg6kb*h0-aG&A*K&ky1P5cfldWPhLqpAHnZ3E~_ktBqSnZ$Hk38pm_h{cCGYZ;wC~&?08|q-5qH@yn zVL@`WZ*QPx(1k_HffT=jRsnk6>WABE3d1=L_hbkm#RBy$SL=vIZdq0lUzaUoZAL+AB+S8 zS_GoM?qUq1(}uMt=(Hg#?|jM5w%WX_-5980{invmR)G(8dFuO!^$%R7yGW2()LNr9 zl+B}6PTNgLao8zST=XT9lRHZMN--eRyV^{K7p)Dl;#;a6hKz47;qp<2;qDLnB6= zE+|mw$5FZ)J_k4TfZx|h3WNlWS|?>c_2N>_r51g5EO2$UR;w<5Hu{<<52fM_;LcZI za+2%&BSz0f?+thD(`I>8NRUOns2f3yn00y zCF9^FS68W$%RXjW(FatM{m_hq8hXY7>`i`uWow^}dN{x}n-JC^)O&37Q~q^n3i``l zrs$h1@l!-RhOP8=gm4 zwzmWbRkEa{=c!8f7BH;1?sN$(1Qgv8k~XYshEfH)7u-n1J`k_-6IyGasCfGH9hs>6 z!2KbUe;1g9XL?RV;PiI(E2w-*Gq2MMkjC=mSr3%{m#Rin{{KeR_~`^%)yRyHF)Y?G z^AG=vY>3fMghag~I!088sXW1u6Q@;n0z51bFH!Jh14zR8s?9ti9xup`E&9 zE$(k#Mps(CEOqAl1CUSQcDO>~p8|w`p;B0X8s;ON>lDAxiPj-F0Ud&cbS`wT<-Fu? zaAlcjnQxOrwRhi%ti$g~4)H80$I{30w(iMb=$V`DMOA!H`72le)tbR#HoGwPZG zvZRwwc%4pi=?0ilPWnTx!1_WBigv)31Egj=Yq3U+dv2P6@e`KE_xZ2`PFt{k1g)O_ z3f$jiXKdufq)eOqR-hzennN7x*JiG{3#kAqDweV+U4?ci=qo^4z`fZpS-KM$!BE?wr*HY6UdFE^KfH`1*IoSl zfUh5T8NaU%*yOd^8J=tYpY<}D22X)Atcn|ZeDkjYh4+$23dWqm*^f3y3Pv>0a4kZD zmJb#sPwnxScCireP`fxv^=xA{Tjwrym0A~dx-aw{C-OKVyG*BSjn#CJ%%uIa1s)S= zJK1M5)_$KT5Sz(|ED!3ud_q)EMfUR4)M<|8KuV5Dg)QKFta{L5Szm~L>HEIXmeq=r zVc9bE-M0F*>@bIqHYOB4H}g%im*+gK+Hgabb2Fdyp(|RRaQF*QAbn?XuzVi45qd*Z z^{gw|i=c&gIm_z`m1gR=e<3`-atoYtP30o9aU-=>fyQS`V-$iR{_DntgX%l7EpS zpr3<(mm|zsAzXh?555xbcYwn&ydA#{-gkFMT}BNj|IEZ+)&$n#KUfn|=C4~carp$m zvd+Q>(IkY1)=3LJQ6%_3NW(n;f=w^Q@w3Z6=EBa(H+_Rr3ucn zch{o#uE1G8f#Smj)}b=y<$Gs&kY7?FF6=TI#=gx}<+tjL)6~k|FoGHo;bf{m8W2Cd z3B>n*^Cp06$TL?#ilY0!xO?lUs@A^Wn{EUp1qnf50SgdBT1pV|fN?;68 zKk*kNBkJ@YNJhNfb}M;Xu3?9XvP%flr_!6l-iqDN3jPLWwv#>2zAU^x~? z#j=+xXfSI0UGIpLU8TZ$BG&96Xs%98bgJE8<8(12?9qN^$z7%SYz!o%CIou)qSLsG6ynBivYtD5gcn*BX&QR_JSjAw zBRjrDVzcWEK^VzWsQd|4nM?BVWFM)&iXCE4devJ^ha1fleeXD%gf9?9L~EdEeC7)3 z;%rDaaWL};ehn=ko#Z{bT>zj77P8En2`{e(vQR#=Exb|Wi&h9zy)T~wf@Z+>GSypG zeZ0v|G(*5nd}#Mh=(T5Acg_5^Zp|6^qy7V?76#sttgOs{FYj24U4Y2pD{q)Z^*Z1$3hRuXUqV~8nI!Zi0^N~cVf>SY zVTNqK-wp@0NC=mJaSHbqFnJUc2vQ2I7b%5krgCKxrCL42rld>Ym0)VGD-D4B^rJ0= za%=j^8m=5Ulfr94ULyUvhx>4WCg7Ren(OvgK&Yl2fz5-_oKu)BJ-(;$8a6f6J^*R~Z`>jMt4UpVnKa555-wU0BWOfNwJzHxOg>{* z5ks40rd$i?ri=*PA4;C2=LP|Y%2+=8Ur`y=J(Yd~6Ep-z(4Kyya&yMu#jz0v%IV_! zPABEx)6lQg+Xg;cr0k7Wc)vP{TjqjC{W0)$WcoUC(-DZfW{vARPoZm#POCge>E-kK z=j;N8>sL-m}&W66UU{rH!GKe zZ=}Lg9po=M5geC`Oevt;YcS8hN)ha(Hv^YmJm4&xoKE-Im0Y)X9Nb@@LGI>rY4X>Z zOp(NUShMUFs-tvYS&0Nr%~#i~!RY>BSR-FRd@5hXQ&J#CZ-rvnvr@FkSxn3zkJ1U5 zRP4$3nVg{M51UUa%~DlqEfp3F(#`r6+@|&cj_914$+ca^ph5k1Lv60N^<9H4^Ylkg zliL!sddLhCm@CVM7FNXm6lIlwSUNXa{KT5gX3$5Dz3(}D(bwWgPbiCy(&O5 zp}gzyXSKuZ|3`JHBdY3dHe^pLx)hPmt7dZoBT`dVA|_7;nV_>r*VH9kON&HcKUlY6-8|BOVpiZ9LihP@0dHUvee!-aB1gr#l#gOKq#~WNM5 z=Q%k3RRST)Uhi6fn^M3AbeiocT^u4I;>(XWr(0cR-=kH1tFq5Q>;Kl^*?<;vJ&heY zCAoy?@Z(v+pnEWXTmJhGZ&b|Lmm3N$6_AhZ!;6B6P>S0!v&~;|2{VxS4X7Az;x^>S zCo)?62To&4s7;0f@L6s$gBSwEUEo~^#v#(x~7BC<1qw*MZOC&ba!RA8wJ={`DV2%zKsKqeHxx7;2Nm$%r47rL&sJf zrf9uL9KJL}H@qeCOIda`?ggu5bE(9JJ*_wvGQj2n;JDZy?KGYrv5GT;8McZi??S@J znDo&xLbjSDR$Lz9z|JTpjh;uH465sIH^oYa0P^flzR1zQzxg8n04RV>&pAMWw(V~K zg@OU=V7tFV8lj+qi_p3GVPNunoKrY6TR#>r$Sub7 zcr@R{>rRP9qe`gENl`@DBJoM=z?*ND_SCI#@p^XPHGG=mxG40fHy?ddBiaJG0{j!M zlVji<-V8GFJ`<;6L3_~sSs8`xIH|YG@jG>|-ok75y{d`tyYR}rQMaG`ZYST)zUaBF z)=?`B1UA1IP-y9fL;aUjtSqzIAmE%d1c}&4hHf2o?S!rFjMlCPE}d>+=8r3V-sv|8 zr#)y}ew94Mg2N4fkUB~{9iah{NK_>m}K#dH)+AWEoBA#A=L!&8HlUO<3yuytN2~0K@|Qp%h|o8b>ANt|;x{6T>lnp&R_f zmH7#iUwz~BB~C(;{eg5n*PA;&TE_z3m$7F7b{UIcm$8`Xt%Q(VkKl!5lv4_jL&A%} zKAMV=w)$pEc>R}Is3|MB7#H56gvML5+s^e`meU3pDe~AiW zRZ(j3U`N#*;|2tS`F>lE44z`bJk^zK`VBI|Q4G6_eyZGqT?ZwpsOoOC_DEUfs`j>= zox^37CkV;oB5`{lCj=cN`hid-?YCf+0g_ADopN%_iWsJ}JV~=lmf(9vKVkUcc_2eP zNe$RBGLqvHFGeXL4f(HtSNTZdW;bPihe)TqF&4ngxQDvj2+CRDq>$}lc_}r1MDUke z6Y(Fqu0aq;%~UKvU(_wi1`bWSwDoWG?rwH_Yr4{*^0JqKf^z&ec<$8`?+zDjHbq(g z=$ILEbZZWADu;NdHt62wn>JxTVKYbHUc%BBHp zxiL;7E;P z=`g*@WYeuyeTgI&ZR=ua_lB^mraq(C4L^;P<6gMlyfWbBu$5ag1pyz&Kn57zf~S zYz?}k>+lh&drQ;)=i1nJ(6T`02~)?_AK(54S{7x#O`v5##S`m^px0WXKWp;Etk5eN zaP9!nAACj{7&?f4$ezYnJvVBF3K#O17h+N*gJW`blcyuIU97I!n_upWAvbs8-2F^}xjLHW11v z%Z)9BGpwP@m68{d7!6+B-}>rrM)Tf#*@l_Ay({ z&m-_-2*MA51c7=&Mc~)PQ1Ema$Ey6LPBpYv_xx76mMlt~NZOhp1qDi!s%Gabc83oU zatPBlq}D{I5NTPx({FB^n=uiNq@Eln*3moctn#a~Hf&-`CU40sH-Ve@ahj^2A=R-G zw8kL306HuUFjN&JLh6XsHIRF_Ogyz+7q(SrF~|tz9-u}>M&%MLRl@pfq1d0c7@S&$ zK7VX6-j#CA#R1}j*=2&)m5nXv{sd0QJPK7_vRyQ1`%>R-HFini{Zs7%Mo;#Mew~6y zKcSkKNS|87bj>2sj098m3hRBOC^rAE4u>OP2h?%lqI64GgtQW$%C>9{)nc67d!1If z*Xy6<%|X43L(sc`#ETy2>LB%y7r?F>6FkJj|Cq!;2&FWCw)ccXx2y)hiUISn9b!IS zZ{g?79f*vQTv1Or6#xe=uX&%DzjA!%8>=wIN^hw%^!1{4Vg4#nO8?Yj7>X!13 zP(Q^bBPZ5$17x-aV78>V3`sfDsTMIXAP{0rBw;-je|{4#Lyp4g$&N^%~bnlgKR= zr8J?P1zxT=TpR8ZoAnlip4^KLE#qP}_wzX$LEa%$64!BXI8^*-<(a8`qQOTgg_r#7 ze%VznJ9Fz3SsfZfl1SH(mgG9E`UCfSIz z{h;v=>7Ts(1(9&j**RVZ;5Oro9yvEof2^4lXW!_(@jOcx zgH8Vx_}(7F1rjO`w7_ z3}o+WT%LmU1qCjRV_fI8JO{|4xqAm#yJ7={E%x;W_XefXN{vWnUb^|Sl=kr+w9y}G z=<9>^#UCG$XR14v@ZysZlj81s&(>yeq^Yt)I2G`&a%Iku5=SX)84X2Z6PxR24yH*QXJuX!J(@d|9Ei`Au_XuRqJ2*$@CdZ0!!OC8uaYB@1J(_s?43AjEz6 zOkWUZ6>uI*e{mk%AkM?+-NBucT1)WMAGcVbE~{h}S!yeBTPpI}Q;~ejx|H|OYUv<# zZ{SkSmG#vQxLPdBdF+8Mm=Iyn?#A(yR%{2P-S;n*K#19v#6sKd?%+X zgK1@vv6T77A;IsnEddO zr;>kOR~MlnN(l=s-V>CUl|x7tmygJpzfyc}+IDZE26?Xrl1T`lW1Kkza#R$d-~7IP z0Av#5hsQu*X}S!c4^O%AF~=gxhgSB*S2{A_aZ(9RdG!w3>|>&`%W?3N%kC=GhY8=A z9JSe#+J^DxQn?+7)@2^Nv`i@C#Gu~V|8(+lKo<2Mp^gr|Xdd73CAhh{ul$MT_{U$} z2u7n|I3d&GZukdrrGr0OwYKyEx39?Y6oH+dqsILe4N(dD5`D4jCo=ax=E?qeoFi|y zinb$AuXI(o%g!YlOsKLsa|0ozgeBgmfdu_3-U{7WgZtHQuT=*+$+E9z&xM4n&M&!L zKp&TSboQ*@PF#zVa<*-*^V}WM$QobDda)d?bw3#_CTRIly6y}F)fT7ZAK%@atBY%$ z6E@B=wb(jw+O|*WoEei3JE3kjI0YOq_8?4;7n7{hQ^;t0XR~Du4!&=$J?$*gzt&2E zf@Ze488`Qi9WmMIF`31VV99}df_zd8fIM6~$W|gt(n^5IJ5E1HF4l-6TQ>xxT+ zau89}fa<)kJ>nKCyw`9_=HP>?gwWaD>t$|049f>ACjSaSRV`?_bu{4-y*4gKIE@`3+Ql-5F{ZG(W#dbNag}x z0)js?PCTn+55q)-wf_! z3UO?{a4jGnr0^ZZ-ug^}m;KHV99y}ed)$&&xTp>*~-;`u;}Q-o)AI9v#^TyXZ@dSue-< zM)+|upKW?3=fV61=JDQd%;O;l4oCkb^x%FTdJs7~=OeR~usG4+ z*?Nt-u6-q3D?w=KGX_4z4euz`Wr;DwYT0lk)bxf#l)$x|Y>5x>4VVPf(Vb*O5WXR( zVDXO4@yWU;nIr+&Q)GU@rD5xmrS^Q)R=fyt@u|ju2yFJ*<#i$A?K`o(1NQC=njIpi zn_;scq^*c0o*9))h%j{~e8lR(X?QondHHRQOoQ}6EwC$aX}JQzdnAbTbGd-b<_#}- zXm-NvSJw>+DY)=RcpeU>+<<(QbjSqcH$_JPiu`B-je)wGl`v6Zt8_$}YQNC}8M);R z2O4+!IuKU+#irXW-dHysaZ_i1nF3tu^*g^!5~tvQ(LDnVtdC+b_C&(3LPjLaVEz!+KcZ1qZMsTM7da3}Xk7bTEKWQzcK#7iKLSVbzj zkVnt~7w8?x1?mB?+gd2%%GRl`(ZI7+IoU7g(X)@Vl1z{tG$?RA3|&*& zK!c(OG$<4(u)wvacJU=(WhZ^f9YkJ%hA0gOK1c4@5#>lF0KF>8zqgPlbm$D8z@!KS z^HAg&Ko5xP*{zN8S3L(0Vll2u`*iyMv>1@4LXEFx0C(RRk>pF)7C(YuqrYqk47~-x zkZlJvv=&mZcb~;#zJV+5XTq2ba#*o<1V#honOwA2-&{gWUgLQZuj!*z^bl+c<#MYC z`j|lEVP*JWdtuH4i%oK_PkKCfq~_+*fjF}SXW|{VXX0)n#ip_=orG29ce*VTO+E%u zgH?gK=bJyT3VKKWaaC}W`4CigOc{JTfi40HPr#Qa!$QJ@+>MbeNTF>Fu0ub-0(d=1_5JO?_w%6+}j*{vrd1-s_2R%Uj*3)|owZfYp^XPf?RB;icbniL=e7 z|M4T0=RWV&FlW67LM%}d-+bLjdaj_b5$q6`^i~7*>OqdeJHK+sIf-Tn23KS9f9(Yn z)yZ{4L-)706ZmY6See25(X&h};~9E=#*RwK;`7D8n_r6on0RIFO@39ZEXj#py(1qd z^N#X8xbC;J{6i|R8L-NLRsVG}@C~du5P(^;hs6Ka)qqeqbrk6*zA(s*m{z*KCBZ01 zt0iqC59W5^UAAt=4Zq`=}0$8@@s*Pz=`z1?u zREDnVo_OURYoJt6cOVuKc;saY#F8NE^%N)}kP@Y0{W;bTegGxJm1YB=gt$bx0WPX> zD^iL~EVhf)#$;0@nLg>dV{J|VfDpw@MuoO2jaiFtYJnHbK33UW&1d|QP5z*R*u|)~ z1|+=YWwW`xN*?)NOfc<#875`>lrZas#>2^QLRkP*gi$dW4*Cy5p#NY1T44m5uZ+P8 zKuSjT2?B^&2kHiBm`%R44yp;Y%^6>aAlRG;V`VAgHEeRMKLVebo zHXpf+=q{Ob-?th+8>x28J2on*aYMPxYdl~_lSCdS@a+XmZ!ZY)O0GTw%%IMOfltNx zU#pKC#9f>=7p*Pv`pohz<+R~KuSkjXuWGT5>(%nexN^ikMo%s!`qD(udMOx&itGg$ zAb_7J@~HZPywKyZMk01uc;X1wpUCs{3NKD_74S<61tngZ%*etM78nMC?Epy$u9`E` z%^v!qiJ4h6Mp~E^{HO%E%byS-DO7o&aUf46<|1y1;Xa0gna=__|%T^g^H z<77@BFT}B1=%I2Ss%>l0P>rL#!6+QXNv~|`8*}M=`UhA?X!=+FZ>ImB@8{m>q9# zUJ3UX8eefH7*9Z&nh8n7jU_Vacq|4Jo?`%_Q_BUMq-f+d6(lNVM<4GbBAN|FGe-;t z)CpG%dmb1RB6^2!9-X4L#_nFUq2&k+*QV$2#!iaWkn;Ao9Iv1IqU5bTIz+&$G@okQ z+J^WmZUcHF&r3T$s@=}ji?l*0CGY#&(!)-9eMT{Nb6hG$1TnC>+yRbTW$pE3vtLp@ z-X84d%|hvvI#JC6{!5o7+x%Iey?E3yw2la3-Z2ToaJQIqh&OYq z!;R-=M^zE9zYP62xaUKEYW{-Tbr8DLaxucsqR-aZH{hHye+N>=6)l}@*NN}kF^T|o z$Y^#9g|W}AjC49!;+rIOFIrJ(%tw*QRc$ZqkUVz}_Gj*3h@2GOO8FGd{j7}kzI{Yy{RW z^jR+~;fT)%;FqnNWh|Qcfwp@uAX}ME-=nA>-Z?2XjF!kZdTm<()-Q*Q6V4KMc6K3s zBnd*&aeR0@A#+kM{V6()1JBc9PD+0$lc4m%!nic&`rYTHqdrCh(t2_fg@h08X>Kop zPJ@Xf$?x&rt0_RB*}@q1N$ybRjf#i5`_v6O_|Z#AqCwlJ%?SLu%G1T7#>o)ib$DZr z7oc^CbbV*F{u%Lz{=@yQj#s`o@%aPPz!u52*T?NHvaWq&rPgVrN{Vf*OR;+MhaLsz z54{n>>d1Pl=!b$_vN3^f7ML1ZUzYf@V}+>j-s?qFj>laDZYI5paptp7|nEdrFETszOzWZb2uKzOlG6G8nE+qe*n9q?laj~ zcS_j0l6L;F0MuxJhI;8YI*6xHKVK>2R{M}TZ}%rq+t8j|cD+mCL>D(6UcJIfzj`j{VG`bx41h`MEmj|JFp0 z8frOfUV+giof@IV&wpEyL>8=}it>_pI?IUqzz)K6AJ#pmJU^DpkrXS-JJ8J8yQ7E* zh{XXL39x^VpX-yaeQ0OF%Vz!L39sVBQ5kj9BAvX`e6^?S$-KE>b1+f)2}oP9>?&~F zX*n1W0R&=(*dP;9l}m(;{Cn4s=cp|t^}Z>_epN!atee_a^=evZy+WLg9gmvjZdvsk zWiczzP-PwsR4RV6hsV32#n;csK6vdiTw5J&1r(9Woyt1b4Te_Wo{m$fia${~pdfAD$$5ii|B4lG>J80aOj;K1Q-rwO};sg)AWMk`+6U2Wp*SA>EKIVxC zA0*O<+=-5Z%`MDC9eu06jj=9_V3~R%a8^Q-{4OyTPUSd_s-gacB}_qoyA6;8-;71} zTaR91QZ!SJPhK)+H(CVr9Who&X2HFavh>9)=g8 zz$$(JkFEnlVbFgu;iuw26TaGYqrN{_0OGK9VQsz#qgnc%1$uSbO4_v#Enee;L@W&x z6il~o$HvJ>%8AKFkm`Z;=K-2y`9!)&4cRbeP z@Fs*Xkf>p^d=LaxhrAl7>QIV|5@;$mSQ>%=^-H^Z&Na0Up_lBb86dKj2Gw%Lg+wAV z(HVKdM!fnZPo$p7d66%MC?y+-B~{3HSmy*sfv)@EeEJg7=ptq+4F~gyc083AD1}=9 zrJzm&p%i>4HNgyCKKl3tIHB7=`~oEtz7+-0ibPBQ{7|Vv#wJ_^@iIU)USD^t2n0cL zLyAe>(gt8A^${rwUAG3z$p)iKVdEg00PH}yuo&yw&3juQ|1Og$hTnaSE`n=LG>6B$ zFVzp}77k$iYeG?V22inn3Zdr%ok19{w+sWz{EqX6LGx^I7=|DYGz{?tz}nC-_Sb6G zwbhOPI`$`xo{#;o^;#VX+?@~Y53TDMDm9Y|oht_7i7&5)($aLi2z}-K+KWm3744;C zqvq#yo1Y&j#`HAh4wHJ)27oc*-NnQSsT=~~UE4UI>u}S+t5k%pGQGu8AI$eQ+Kv^M z5M4RzGG63|Vki{-djQoaE_;3)8rwZ+U(3KpsGQgUdfonX zu!=gl{7qHDWNNGka1^q=*yn~;mtmEA*#dCPuZ+G#auI!^-8Ik|#BnkOun*CnX|?kY zRX$fdKL;pmwXvYsawZcNQ8)v#_pAufLs}j-NryIQ+A%DC(ePMpz(Q3b$QY^XUgwHo zLV2sUYfm0rxo*2h(5UHNgmL*#FgRf@JXF2(F$jCO=kH@bEZU(B$-y0fu8rz|J#zi| zG^?xi+386q5bebpK;*{1&;3($;+b;(O5-jQQn(T9%IOg#wS-fbX%WS(H8IbdW0NIW zV;zWJ0pp2uGQ3^OVoPaq80vVuSB&<>mBU+1UHF(lUja^A*dnkKkhFG3ro&zu&Co06 zvA4Eqw9u?tfD`KU((`~o7a`3<^-6P3a84~BN_}TU<$UVbA7cR0$XQ4liIn&J*Vw<~ z3kckC-#>HG{@S`oh_(3JpB(ODcM<0?EPdvGF*iRyP^KmY?iN(#vy{w*=E z^xq@~n5Ch_K%*3Hpz!H^2~U369=bpQ0yr8}oD%pnp^u>!{J&h? z9ht$HcdB{7_s?s9&osZn0^phS*RViW=Bpzl_bWK5)jqF9JoVOIZ0M<8N}5d~5k%xT z&aFYvf_l*5V$xU%?&Nbc04KP>v<6(S+F>s`Bv%rwKOTIaI0d&HX4uacLE$kP`AYyd zd4JLnptm}~TO$KMblbDYy9^Uvd_CIQFcs^ISiai#>o-qbG307rjhlZD-b8A3i z0+q;QlkiKqK;NB$2{gO&hT|H4tzHwg(ZHEjZ z?zG3J*8FuTkVZ2F;sVu}9Y+8-O2iYc_==m^kgKzvoXlt-{b2rgT0qj>QV#J&b1tK| zjwXtfSASytD|jJW&B!2I2XW%1!ms$))dS)e-Yw|bhkILlv(64L7 z{!&B&Mly*L_3s_Q9~Zaui?^cbq+Z1Nb^vApzU!pG5DEDn8e2kPNod3yw78plSw zpM2Ea!C(%QI$Lp{3V`yV2;do$)}U$w+hE1>Sl?hN&xgh_!p6GB14dK*rSafJU3>HA zbeZx%O}=Vb)Q2*(xri*i{8q4qeCw~W>gTv|m%o*+OB87`*N!9trV`~Tb9=V z zbIOb%ovIP1Ju@hf*fbz3X6r-PXBkUOrgb0GIqa;<4HoDM>5Yo94(hlzfyg88hB-G$ zh8Pw@0>h5QMZXK>(Q8I(ilM}hGPh)xyjcU^L7I&PJ>Ao<-4bWMxc*i^^)LwL`9-&S z%N&=5Ok%uCa-VIs4L{JQo`(Y{{u&POz6b|^rJPjft4*xF;z*IbhR=tdKsB^iejEx( zAMOU&Td8I-Fa>{k#|7Pnpw^)NyVd|AEHCqI)r@<6LigC8rde1~yB{1aY_B{{_X@dL z%`H1~kH2Z8J^yurIx2xIQi_DY9Ui*@&h#h9Ko#t=KNabeZ`a78;G3S&K73i0FA60V z>N!06^ok*osAv%xwwb5?P6kBJ;FNJT-G+?@#t&h_D|a9xBq+K5f+3IsAEfXp@YkLR z*&I{4Oy~R%R~u*3=GI5xy7cHW6gf-H*FW>aMQY^Kc|vGp>b*5nACp~LYH#Y2EQadD z?5LKiaI>&CMMNKdoZmB{O8w;7>5|P+!+>?lP{v79@bY=aTWm!mX4|$3V$o zXiP38Owuf&8n;JtKiVTS`omCYeQ5de&pSfCl<0hBALFk_ISgCZ;IK_@l+mB30UYe! z`4qhAG2Sqcn~f$O!$gBB&k=Sh{Px*$fW&y$JEx%SACmzrsV_(#5Yu+0vb3bPMw)58 z%7sF6#qMAresPJ4yuE8^oPG5}-8Fn9V z5ZVLOko09eN{}U-=pI%sHGY+lG|LQWcCFVKP#WNG^|}<%iJxfC_vkI&Z0AQ7%=|Qm zmS|iWMhrZP8mD!uG~*eW-(^%>BCfP!7!%_|xY(`A!-1~-riCGf ztT`=Le1qiU9Z4P-9P(Y{!wb!UoLB{`L5W~ES0n|lvO|btH$ud1FA8|NdL^t z*R*4P;FQKnD$K|sH?NtM$Ym;%x6Y5)FO=JXV2kxBJTHHd4|4m&CuS|Bb_(iG>XJv;c-V&L>D@5+{Eta(DXApAc3v*8H&OiTFnyV_P_vp}l!pA!LXp37KF z=7#wO0}J9LRhql4%T8nUAT{DZOO;bOAEL(D-84N$5hi|Qi3|3S_DaZRdxQVQlE4){ zS*MD;By+eN`_NT*v99#P+ZH!yTaeYYACBzsyn_x+e`Ir9mNI}WMN$^4o~|B_P}f$j zR~uAgciC-~DcOjAE4$Rl_LMtm)VcdcFlyCoe}X&vx~Ck1B~D1lm4i|E)2-Q8)iGnf zdJ{Fje&Di*!rk6-RL6+``2#^(YZr(EJS@$8{*E@muM1=WEDDw~b6L&3d1;cCkTC~n z(s(l$`W6N#OX|&OjCRd9H?buEHy*>3T)HQuFes7g_GwMdQlC;OvSc%yZVcfj-K z{~&h^LGy?Z&B#2X3!c}Y_x`uP@IG8rgLUckqm36L$6`I+Yd97sI05D+KUra!`q+Uk zj)A(XrPA+{y!6`1SU&uD*AYQ##M39Td0m^O&!WnKLZ3J0F7KvQXVzG0ZBfyfko)?u zD_TY{_gKQpDcf$M@pCK=g|9!MsqM31-Hs9{>H;l|9r2BG>tlq*&!`wrkoMRst{gSX zFNMq3pILdV-BNS0jw7X^>XR^t0te7d3D zGT=&7Q;5JP{+*VDH^HQN1j<~2Nt+8IXZ$Wls}*zVpvAW9f9spb>Ao?xOgsOP=Rvo= zgz|gbl&v_bJS>x()t0*VdUe(B>}HMyJXjcD=?D6g0Kwnt#a2%@X;S7wztQF; z>+?0l-XCiS#)8_dAT-aSfgoqESVDt8mH{4P>4Vc$XhoY5IcoR73Hm1H9g3|}MbE=1 zG}IYt(HoPZM4)XmXxUFVRU( zo?&b92GIl08z3j(E*^gCw%u%}-{v-8hR1pQh95MXomjgtNU*Da|Cn)i{qjy|^;-;I zPUE)wHn&h_kwH*hmWj0=Imm=x_+`dd1$;7}IX3X$xP1IPe|GH#gO_FB5cG4z2uN1mG#*VcE}r zjQ9>(D6t)Wa$ax&w((9FkMLG$7YrIe%@u(WmH2{t@ZTN&vr5PrTpa!%{Ppl(fmlL^ z4;a-`Qss)YBa`cN_%>VF9s%B|ky6@O27Y>_aTA*OEI6RrIyX5m$i~{pPR@2lb%MTN zBp?PdY7UaYHEA)Z)Giqhsz~Gv#5kR&F-n_u@N9}QZ$*rjS;nPieL^YPl+Iq#7}xX{ zym^vv@5toktjJT$0QqwY!tXG~4sd{VT_Fr|MV-3=m@7eBH-v7N7-KLCAjf`17FR{J zxXD~Kpt*rNc*G5)j}Ack=rAA(t54tSphRfe78ztJw^TArX823ccxD!T4vq9fc_|rW zdRst$u83uQ7JGkj2i)%O+3)z3NCl?h#lsClO2AFNpD?gIG28v;!QWX5TMPIV`Z|#w z^;>Kzj2CS(*VS{K2VLMc01KcHdX1lM6)P)7;0+guI=l-1*x~?f7^HI8t29?(pCrfML-&K5;iW z+c3+J-+Hkxt++OaQUd`F0}CI|C^UM#D7(_V-W9{znm)w7?&6?b3iJFD!zCu22!MHa z!{)L`HaCx^M9oHD!KPPx->k z5Z`z6z$B&xeYPVRO&C0`pD?s$gEv-ULvU=}jdr!-{!jL_=)7i`k%27PRxB?%zi!;9 zyZ%brJ10NNIGkTR2e)q5<6C*y_%`5zkEy6Kso0F26SaLIU92#O~sQbg`5j#TQzEG z7y2#w2gIKo(<-V96r)}*m<5;BAeBYVNczISV6(fd_N}G6uEeajJXU8nK}g^>0QP%x z6ugXneo?wOmoNlI^8Bd{016zQjRV&b74!vFw87?4A0ECIb9&#~)NR+c?b8aVwZFRY z-uk*@;YA!k`0?jAXekcrSUOHMcoqc5tKfOk&1T;0hfT2aP>8(bWqbhYH?GLUy#}Zn z(D3zmIa##jQ+(;DRNVJri&u{LSqvPCFO|u2%qxDC9%4;nK9A)PfpCTTTz_00Syb$k zahEgWX;%6bAqv+yJ#al`q%pSAk_s<*z@BMJT*X4tiP`Y3by$iV9sYEVMRfXUUw{>~ zaWF2`G*)U6RjIu35#+Dtlt&$qXxL0Q`m3x!MF370`R$~DaGXt`yKj1WctT)f%BsZ= zC85N}22_c@q{hd!9gz~e^6ZEa@Y(Vk2$(2EVN#xCl05`8L zCchT{W@`S!b1BhoT@3~;Z~OJ$L|(<8tcA^iI-2+nX}KVVbpXt@GGBH$E&>8sU(P_( zsJdd#3B)A?XvAOJXRxsGYn56R9eQ)(qLLajvFgl*oz;uWAztNJ=MO*_3vEPYB@L9T zn8|HRMyE2?9T6WK6*}D7>s=Tgl0c?3bg+nR3prycQFt`>v6RAD6UDLPV;4~#AAV5i zx$hC?_4kB;#yjm8oqB{85Bro)lb7wzqOvX7W=xHLZ#t1sB|2QY^!{Rt6iGG6)*BB1 z;p5CYl$1nmZ-`*>=wer$qe2J^D8F|v)vTqzg(1$f$ECR}inP98csLLp29BxUC9!sI z<55(~zRg1cQGs)-u!WH$U?2u7{A>QdTD2A6UjPS;J&%mq{&Dla%>Ow<*(7Acnjj?s z764%}uJT7VM;8o4P>cL>7oV5U4uOnsYkeWVDkBT0`~O18IQ!zpDXh zje`ULg-DITvs6Nc<>@i|g6{4_9$~No<3ZntAZ8pwQza535C$lL%d43eE#tn|Kx(Hc z=8PiIZIiDn*lB5Y0#C^1A{pDm_eJJuid$tFeW%sBT7!(_H4#L{p}4Q0U(2?l9I<~usZQ^s4( zCZTH8%n!0l50k;OrduL~8&R-yWbpy^PP3J7MlTJAZAZR-GoXBS1wvD@><29i5$Pa( zz;frHi6$X-#M2rX-xM<&WQ@`c)tMExvfjB>%6aH_5f|vVMVd6*n#({0>%w9cIROZR zXv)5~9spq=3=jq(XP^#1dDr66ui@W6DxmPkEmCExmto{pHYfe5_s-J-_uHA@yBMo| z1h48j)_c%rHPWnc@5?pS#&0L3n0HJSy6VUIa9ynW(wVwA9zqV`;8+knGX3#EL&6NkHn|-W z5u@HBrRSPZ9ertZ;NDkz(0b$kt2&21#z}saU?a5D4X0DCiJ5r1I zOZ+=kJI^~93Z7KvxCay{USh+fseiWKK3j*!1~!?UBad0r0Q%+si4?&_FM!(O|5PvF zmIUYpl>hDpU>R+GAP`YCdVBxT^*JQuYe((Kv#2I>fq5`5zV zfW(4p%gs4i(n1=XP5 z{piX$)gU)KMoXE0;~1P}{XsSOpRNcDHhXT>3#9;MwFxlS+gWigys&>(>C=j8cI*M7 z1D(lt+-C818jj~U-ih_)5|P%^QAe|{EPu)Rb8$cufEDZ55%qT9%0UhWR|@~n4GpKe z1s70*T9*>E{sUk@yK#X_v;@N{$PiSW9W|V}d6}J>zbfA&5II(Y43JdX`A|}QW6H7u zOr-0Q?4`P1w<;r0f5!)YZ4914vyzy@*)IVk?*!sO4~Ek@+`yJ`IXw$6sikKhtioT{ zp8WhS?g*_6T8H(4i=q3vp!#Jc>F}!kX-2pK>;$GvhJF&GtM=U!b z-daEXUqS?_a`o|E7KIs51>1WD%-CmeiSDH^4wqvKitcoX8Ry^tq4T~= z)^025CBuEQ7Pe*j!aR>>Xuuuq$e?z zFZWgHMzZVj+kpZtA>tUfCkVn-R?GpY^G@*kKQ9u12GVFyI$2%t!o(nocLGcdi@?Ny zpO*FJnm}jGkd^zE!7&0z?y@H6tLb)(xSN#3oLy<5mBCJbv%Al@GVf3T_oI*G*jD$v zgg`XFbjhSO&SM8;eZ{3<=Pf>PxX4TomIU6FSayvggPS$XHt|Bw(UOHejTlk6KCIkv4sDWjfGFeHUhLo6wo3u*e~?R7iM#47K-8t-V@hd?eoIGCqD)^ z;$09B6CLBl((Uo`ry&jEjEz%*v0yeoxFz@~Je|lOkcw8~b~r{yB^;5IrUV z(PI)fA=H!E!k|&tfiqYTb6R2Vn_us5r?G&SW!&Io7XJy)OM|n90gZx-Q6OYl*z!BZ zI6s)L-*PqxXSl`}%ZZ^6uk*ubPq%_@@XG{jJ}jrSf2k8R)5vrH-bdyd*Hoc1jAifZ ze)M>)9WC2=c7T)rpR)rO6#^i81UGyT8<`=?3B_MJ1h+$kvC)-u+kldtL;89tam-yN zkZ*mrwN}FwD0N;TXyz*dkdZGL*X{aU=PB(^e^xYfvhX>Vim3WQ+d$1hjeO0BzTu}6 z^>?b=_TJxUKfnCUf4=+?U}&KG;jsot0HNO=8PE^1-8ucbQ%J| zXFmx2(YlH2v*i$@4ByiQB3jKhQ%n8y(n10=s%gRrqNH_*zD{;LU*~qP^U*gUp+@X{ z_U_fVbP;?1C3b|?2OrL zB^6GTo3^cU{+(&!Ft$UFpCe?ockh;uJzDBIH5*!Q^hUKy46OTJUwM@!uJ#mtF9>jO z77|Jue0g#=ZwS@^ZZ6Uz(^D@zQ^C-epIg6pBDW0ok9QOUps@!$eaIZXAlQ6NI8#g zUX1K;&-ax0OD;k;s|<^MuW&sbDV^0{nrF@5eLqp5#Jr= zvFub!DRS;J+k(gfteCApWAW*G9UTYpH8tUckMhYvTEq|bAV6XhK*Z7%a<@YZn&{ZC z`yFv4^m{U%nT^GDhkP@KPBU%z@>hl{!Ueu|(QapOID>bVtHsoZ-wX5`VjuSTVG~g= zRygxLy1I1E7D&Hf3*1=0U<-U(5|-Gk9_Bi6H0Q5$-l@2)zI5x$ZALayYWZO3+?&Lj zLl3Abx@FV^`E_KKsI`_`wGm*j2SNn}O-vDDL3ldeFQG!UgY??UJn=x`qZ+}ZDh)Kr zeZ+bOx%Eh?^eD`E{&06?3uYzY6&B02uk@Vv$yeI?7_d3upjnr6u|q*2!X~~MyS_Pr z0jDm^=HxdLm(Vic%(}LL$(BnbjF{Zn6x9|)diocWV;DK7xQ@|%&_kNo(*<`zm)K@| zOOA_r-Qz?vHT3^UtpGp;pjyEw@;}rHK7lrma`B_zSOJFGf5ZyJ4(YGl<=nJLt}l`q zbRQNl-<+EE0HlUrU4kdi{@f*q|G?7mr!E09B5rBtYsUdFh?Mgzzvj1RJoCTe^zK(` z!0f|B?#^p1M)ZFz4{jS>)C(**|3B0VtY*PXJtgR{7`}fnwbK4VT9kClxnj!?laXux z@yxsrI+~WjZiTY}GmRHVSCSfjm-mr+QsD+Ohl`N8wxGs-2A)kEO1y~@6Zu#EP2@9& zebG+Xbd!d@&LK3a0*IA*-Lp+o&s&`tb^Sm2cKshD{|XN>L|!dFwgY}lQ16c2v$lJz3`Sl{DI!= z`pGr`#>K7*r5Y1v^{eb8)#cKd+$7!v5AF$)vXLeUkA6FX_65O1`ZavUQ>?ettDLu? z=0Rj|FjO)q&XzAc{K(9!g(crTKd5mA0t0$#WOk4^A&7wC&kKTk{f1yc5J4Kfizql3 zCp5jhddtM_!~C^SEf!Q4u97ZfOBfaBTr*}cwv^@ScwLQuXvkfdD`abg;r4YlzD)$; zgscweEzr=g4U@tN2}4askB?|L-T#x4@TqfHlcLD$?50QeDQdLCFFu8QDx~)!EE+t6 zN(=5nli$O#u*RJ+T}s4WW|_=!6ewu!tA6X85yOJ-cjd{hu~v#sS^4>R6?@enIU?^- zAFC#arsdB-+k?De^{Sc^2{9T@B+W2`h@-dhGD{D)bsV*?jldg87}9Mn~k!nruo-*@>2IV93I|kZ7sv8PZwBU zVKT3%j5BxpU&Os-SXFD={Y`hLG$^H%gra~n0@5g*5&{we(w!Xv2IxRSEl9jAGAHx+V$EFjA2)nPl+m;s(&g_a)-z=rm&dLM9)93aZ zpN?xAVoC{v_V@~e2fJ^jN_yOLlHEVgzCF#P>iw40jx;Gp8V8mIHdR?m{*!WoN%v~r zUnzZ{l^23fA!_!5U3@ExX0x`;*JWF)EC6H{*%$%sNMSd|T_zcPi{tdOIkS-8m-Rc? z&v8Uqoo{S`9b~6~TkB5yVXEE0ZbAE`)seF*R$_WWL9p2#3nN|sP*68eK4cf2V)xNcu@IQwK{9{S* z6CUvN+wJ3yf5HRqODFC`wpV9sX{_C0EfYO!IUN4sl8|@N@&q4UQT3Y!+0-oJeP>kJ4PQZ-u0?fD32-H8I0pW>EwZAe0 zbYzm`>Ocf?J|kQ>vefK$j)rfkIcCA^?@R-7=83I>w$nlAGo|%q~KBk(2VkE<^W`5nL;~+&CH3L)5Ca(7<;&3iJ3UH@nsEPgT(qz7XGRCg&3n&d4 z@+GN5`5MD_VW10R`x~fA$SivMZ3I*$4BZ_KevoM<1KZhZAy)eM>NhR{A|#@#Lf=P> zJ1mQ8V?BT;0b+eI&Q3h-y)#TnuRMT9D-?hIXf~rU3<{E=<6RC;TSi1dP+bcQCriPW zWt&a*$nRw5Q?fmBF&pK$gRkiqLU6VZCj;nbMlnsAjvgE>rN$|qe$Kr={un#{U7C#0 z{^$EyyJF2eg-LZGJ-zXF=$9Qrd89G_#>J=@o1sx@aX(xQ?C916q?=BdI-k* zZLp)zp~Z(@s-=9D7np9+6Q4W2g90(eN(#gspOLcYtSC|gKUz=~oiAkrS<=(InG$(i zmgSTq5=05juSGj!r}9J&#}U7P*}aq*Zh$(wFA_$Oie0(Vc_EYZ&tUrho+m&Zr9k=E z2HLuVq(`d9_fa!Ub=}L{b*DRB98ADyDwPAaz3wkQiSGs|(rrrKZzi>ZZ1~AM>ce|D z!{{XD>BKw<3`FKQhaj@vvL9q`>x&qS=LQNq?cMj5`-u`FFvZ=xirH)Hpag@g_gdlm z%yXf$y+PIX0$I``bH z1R5?kdyKz&obmF9yBa!D4~u;WuB* zhM^L}vl<=u3x_q=?XIgR_9BqW2@rRH_yeZ)7&`$~s!5{P z!u~=f@?fe(nNpj~`JfZHg_`!c$lxUt*g<=qrzTquey>eL1jx3(H3p3SGzMt){CCEH zmI%Iu{&x7aKTT-%m@E#N^Uo#Q0j3L8S`p`ONxF7SqL`Am+h*HJ82se~5$FnDPp3ED zWk79;HQvYyQ5FYoeC8+twCj#?#{eC|5`1a@1tuL?D@0{bTG=1U0+;=;8Oiwp%c+BC;?5AF805M0%E@-Og1i{Xv71W z;BUDAw4Jnu{X~(Ewr#czYt6E>T*XTyZk?rlHn@>uC>n zITKj zJ5( z1NwwYg5ul(uGX5PYL$1Z;jx0#^&brfu|jJNaqUz;S`j;jfV)SE+c8x-wvrr&PWTj2 z?x~ePVFl71VEkeslQ~#@yY~we00INX{saT+12Euz-;~$carw9(vwZxPay1@w8BHK8 zz(=OXaL>QO8u0v&hseTaKmGJjxVjpJG~JS_PQGcay;I}>>ZtR-2`9%Nj%{=q4@9zr zuh&8u00CHi+&RcnaK$`A;2OhRn|^*dNGjSFp+OCk?juNeba+lAiBo>DayAn=2!4%` zy6GAH2_S!is8D-#L0ckis{;Bvb6|Ac)^G9OytBLq|2FmnVaw|(AKH=|&P8M6(1KcN z0$8|vee%?2!oRf{NQYcv;N;F+nFf6ZQE02U`Sc)t(67-A-1bsC0TJRcky-cp&rTgX@dA{{I zI3Psc*dY7i_>b2_BInYt@m`9PgEW8d#^npO7&31~ks>d{Pfb3pBOO@eM|1T>kPCrg zEN)l~HV_S9V&O5_mwzh$(t3$M6o2Q!djeD=@uoXzcD(VsuW%i3=j8y^31rYobHw`l zOJ|;_x%IGj5_i49V%0Bw)E%k7qq&C=?UK^!220(As#uWGsJ;U1#HJn)|HqNYIJ6nh zbEySUC%_2IZBe{j2ELsVrqG#9kjHp7;K?l;PEB2N;{qOP0SB4WOWUUN&5SI}KH)qK zdRVWoWC3&k(^=&6m4cqvCev4X4SUcQK(MZ&95HmKv~wbhpG;UT#c`UgD;4%?O8$fS zld?OCo)CaYQcS~{*HbuFx3di0wyh~=?`bAA)!os0Nl*KqDnD?sSt<#|zlevbtYGz0%U+R4Ag|M~x`_`l76#{Wb5 zS^C<{l_Z|wSX805W=7S-^BFQ^hrC-HL0Wp3w=Lzh&X3v8}A#tttnjc|v8JlWmM?a*DC` z5seACAJ>MtT&yBulw2(0d2u4dlkvHe)N-}y+2q0o%KM>ce(mJ!tJgw#5)C| zzSivrN2wpsAxFPp@k-g)y>)x~dIuzXu6?P4ouxU!Xfn2X#a)~JNXiO76QXP6246F4 zv!n9fzDAw&aL7idmhldljA#r0n8lx2c-Sd(LXa;43+k1Y9z99UW?}~CR~>8cd02*d zj59VTd`>2EUpHeUBl&xOXo>qef)u}T_{8(Pd}x@*5wkV;X5usdZ!%w39X-+< z=T&06GCozS83=I1*}P`jmy11rA$+ymX6d^uh}!3DJ4)PU#hqxW9w3?1eqHD8UHm^e7S>uShb_d`GJOXh!uk30q6z2soQ#$2bPZ(>2LH(-6K@@E$Q%4#QacrY&(HO1-OBrB-NPl>x@XUR zr0!XC0{&zHd}TIcc*q2%Q*BAbf>z~9q=L2b2(Bp87&-df> zt2(4<9Gi1vcn!hrS5yrI4HRQ7@7`pDpaktoML*bj%DfMJvRBRgt5tGti@dsp525!$Q-#PHzO1I9_@#!6*IuyQ#yJ+b#YRc0Q=pHtB*JDgVq ztC)XC_I~uVtYk_;+W|G8K;a_zwvbzR#vw%1o1NWlqk6&!sB{C7}qnlMvTLmifX@W?|{7lv*nk9moJ<_cdxFckIxr>bo|bF7$ztt_-FDT0{#h+ zN2<379*Lvx)$D)KIgL?61KXtT+2pM9y-x<1jN$>qfV3yf@G(;H1$&h!c~>1=+Mfl| z{;axALjbPSY;I1s69erH%P1Z<9>Uqa@CZ(fkJ zBSeQr4ma~y!^-!PG_=y)mXe)Y{6djFT5W)4LcE^$Z>Zx*iQgt?iScWb$5KryAWJf8 zZYz)2Ij8ZWyi!(k|`QiTp>o3UO4XsjhAVKEaSh-x^ zz$4$0L&m{9wj!?f|E?#1IMzq`GZiZfqT`e(p-F?$5l-u+E;&|`804AU1R7qMe$00* zcm&$CGXAn1F>Oe9{yXm9rO0fd#qFNew%JygX^j7As^@nt%$MChrqIw?V|>=ut6De> z8Wq2*(4z4r!BgWp0^e#}+&aQO!$JM(@e{?#bR0$()Q zzd~R@wwgL}H&fNN7L^J7kIy?8-(p&&8#Oyq3fykw8qjmXD;x%*a#TWR2A)Uadv~do zMjCekw zW2M!sos3!(`{~P-+$K>Naz@#dThzeT_WCnCFo{w_2WJ>LJ z|BKy!*v0^`0aJy>Pr!<^W2|+;vL5Koa&jbrc==8hgD?foKPP>oe@yxxmg5m)7m63x zC#v6PU9U#AqAet=t63^NXbAs`?vG05C}8!+^~Gir@UK38s12SdiK&h>Kj{BoS_;d?-Bon4*8V=c#z^p#9zMVCjgKd004b3(=08*6mo{t zU$cOWQ47+F{zMFI>_)lu3|yrL*IQXzo5I9v4|P-hRZqn5uNwX1VR*&D2ftSw8D!im z;egT7X>hZwnuWlQmzl$l@vQUTW_`AS|6X5N044x2c8R!Okp-TBiIM zhv3!b;AS=7axb6C5p0#CF2sYX)o&aAI{*Kg^f!42CH;k9rsN_^ar$nuXgD`30%uDn zt38fNei;2v@85R9`tTAa1t~Vw*)vyU&Rz3qTzLi$cEB<~*4Vx!6M>(+;9A)gbt3kv zAA5kbDEz3TcmxhO4$z;jjm@usQ(1p#7$xlP`%eEU_2u9YY&FQa8G;3+{z>mIchC~9&h7!GKiJmeJAd~g1w<9U zHPVJ#Ew>az+ADJpNT0BKa3Akzf<-l`CI|Zmo^lgF{lDRV-=>5hF}6FW==_3HswR(f zUi0>Cep0%71xSb5JFjr*KM;>Lg{n3&UlX{(!Mb*&FDoItMB)z>6wE*CzD-^F0Br}9 zOCtX?_mdHaeHp8DcgCindalgA|3ZrBos$>~a*oZapJMD~iT~sQ#`f`<3Ik^`ZXk)l z7&}RATnyO52&ZZ)Ba8=?6^uxT3YN?_O~0j6q-`isFv}(@VW0SRQS)Iwdk!hEnh*=A z6X_e$XH;Fg*9n*;odVw|SV`-^Q3T$=P%PHNQu=4A-^$$t7J~uPgQxn7|8)nDt^`K_ z?y0Z_{mt8dJ~W&P3>Iozq(iO-uO3DExd(+I9=_8Bq}FNM5;S_ua}{YCh1D(ThaG_Z z5&Tb906ZA~D$`SmYYb?-A0OBi+svX-WSac?QY(*Lt?fC^YhFpRzkvV;#a-6+1f}dT z({g@7{&ROWIilFVMYt8Z0uwe|P~T%w(-Xt4 zIa-#-zZG$gQOgj@@lx)I%*1}o%kKasb)Q>p-|8rSB z@lWsmErVmwx%;L?_2nn=PDG?zODP$t<5vnlvYm7gQ3Z2t*0OURBnS*d#|cf|2+fy! z?ml%*gsr=C@Hxy`e8s`S>F<+2>;OXl?GD9#*vd^RIbHF5t4=9B^7uM=N+GOAv8#1< zGz&F_)MzW^`EYAaeIo?~^1uE4=GR`cm8Tcg^=V2M!wM{w2(9gE-WN$bUCt9=w3JOk zOMgU+nUHa5@PA8|e;UU3hi9Mm2GHrDBEtVe%Rc;ZPp?pq(SoFqWLjt#lNyt~xwK%> z!4$37s^Q?cHZW}9%`vkQbgh$K6P10^^AwQ$G~#|q^0QL0KWk6}vESGRdOD9SUzC`c zWC+|J0|)ox`Bs#?wiug)_>8x&)aXqX!cF+wpLly2K`bC@w>yaU^)@qxD%w<;CGg`P zg~Jj4i&i#1LAQUa%qQV~yPLdtYBhWPvlMLTIcq{o5B;q#|AFtnF4!~5a)~_H1P<>% z6pf(kWIWLV#(Zn|jK3+Yl`nt1x*7)6Bv?lm%AktfTMkHZnZQ7sKG(m*S%&(Dtg)aqKR|q##K&t->0%GAmss02i zA(%K@6V6lR1?0loE}YQOd&l(lKBUO^Y(t7Xk#5}%+x-exS8aRDtotu;f93eiPR!!} zi0;E%=J4J4=I^|ea@F^hX+TE9iTEy!q7m(~fo%ja^%zl<;T0g@1IJ5pb$#!`ltEc9T4)e3a%#_zM&VoLvR^r7>oUB2N*z{e{f~sx8l5< zEN(g=_eT?}+-;OF@bmkG5-fT@tw!fC`en_wFDBC5WtCiC;Kf%u=PgDR?`%wOy$8+% ze~Q96Duh?V5Lv01ik_Q}ky)x333xKLC$|)?$2Q2VIZb} zIm1LiaQshzA{^NtJkVAuNsg+i+S(pV$~iVQR&E&uV*VA;djOg+2!|%HsAOR>^!)1} z&w_QCGYLurC}(SO$oA@UCLPX_mHr=>{gE?wu24)H$(miRvK;0VlY50~G#4d5SX8r( z=xlh*8~VNDQit~#9s$%u2Sl03^6R6`2EZB4|70?niT+nVe(Mg!@BH}dLjR2)|I#0R zd~QYs*S+l?qC1_WQCB-d7H$bx=bskvE${t!yle#`-O>_kl=2T1#|q$RACsd<3t-o& zkYD9Qj&H4QrE~qI*YEGdejB|H|4i&#GyNm6|L4&DkHo$!l-QsCZDQZf=x1Ud93y$! zn!-uxgvRKuiL2}XX!!Ge{=cNl5Aq8~JQ9OOcu{FcKCW=t3@n4FeFVw|+gm^z?D7$E zT>Y#qYY6A|MWuQj%Tf-5Cdk$g$mbvv|H2f-6x;FxXKqOu`WD_FsOBI)~-o}RN>-qg~*Z&dEXYEluUCJaF6b=DJAkCo64~V4 z03NyAvx&2Cgni1>NM3#=*D4?<>Lj9TZkET8qJtRQU zay^Z%%CV+pqlslyk3e9r!-5nytXmKgi>lqR3!9&k2^s z-`tZ^BrDV@_)nESfq(JeJN(X%PCq2F8eR$E>>jAxHZc9tVf7C}-{TAs0EcPDkE=0` zK~}e;yiRkcE=;p2f#h9Cp3f`@+^~-_`b*)91{st;R7;qnNK)z`y82t2@Q{YhE(pQx{Liju`15@$X%#h0yPJzh+p^ApODY z2R4%Q%1SURyV_?`dll?CmRY>toS_(JZMbdRhLezaKaM1?4+#$d;zefvN`9l^w@E6> z_IrwMfd+BXs|N|ZW}Wk7aXch0$B)M|Mw%O#J-;K(^oE}*n=HG741N$Ig4=Jp`qJvr zZkKb^Rk^?k+{JRX(oh-B%ER`aUkTmF1n`N1`Pp0qq8&mk{R{^(Qn;tpZmm#;gjJqx9 ze-g>ZJ^dd=@;~wmpNhDf(b=oT+&Smv_1;T8)_~GQuXHKL6vZ?mhEQM!TQth+U^_g%ZK&dIcU0!zxb;;wK*AxV9|hzKu4F*3?z?( zLAuXfNnhN}6YC6|3TGWh1(U}!NDt;&L|neaN#m?_35qKX#3eqd^6sniXt2m%Pu^lD zj~#16$A8TmK+bTuFuXOW^#CyUKW#?j?g9Tut6 zyez;0{A&8%yn|FnObBxU zR`i4?Yyp;+@;b2OX!#Qj^+%V0@raW&F5ns{I$V`$Cz!fLr;RV{kvti$^Hq79K$N=q}PH*JkR)JamV%U{}0uH;pWZ{l-s_T8*fjhRpe&7M| zPiSo{!jf{RAG+gg=GL;@ma|H9JXZJ$t!&mo&&r9c-t`YMyHQo&rnKwrB%ngTB5z>r zEuW;2!6$5)1p=}~zKog>b}l+b11TftYuz~Yd9_m#5d7Epu1^?uA|K4hA*VG8Uml!u z4czxgacc^UTYD>)TD%pQeN`_wqo=%pV*y>Vb%@cX-WFv3)vGyocu4Dv&R8cO97Zbz zOJ7uLu;G$dP<{$@R_!0PuG2JivamZM$yhga(epSKWGX6`udL+=+m(W+{&)H=xDSo? z6|yv-+<#*B@aM9_<(AP?MHD#|nD(WPYwDOdC1$;}nAar4 zuL*d1GNB5)h+o+HyI9QJP&nxYdyp1smmJggt7)%HbEu=36*?hD`}PyXBt#<|1d+29 zr9iGdR|LB8EyRuMzFLQ&Pi%ao1cl3j9==Qu`)MPXi*f_r>RGDsP=U}3t68bc^j1o^ z_y2TNqrS7kYV`7Zfwb1gTy@1lq{18qcI+%4!@mwtlVvyHrz zgnOygs|N&`0b(zfy&3@3bnMf^tvg}Ur7qh>+}o~T(k=x`rYZ0PB%vH*EZj|YGgJod z#ds7&RUr_o?N$eD9#G#c1@#2lfVQDROeAgK2xWzFkr`61vyvDLxlcnF0(R_6=BEes z7ZU@LC+0I%5oLKLQCwehflwKT2&&E&B)oBS?R1oZQIQ(-?xX{nq8c3!T>qX9RkmFM0p$1q7An69X6L zn-}L?5-)}cHi}nJQin8D;gG-=52+bn6B>tOfiAfRLlXR5Jx;FQ+I9Sp&lb46JL*79 zK!}e?-aP9Z=I+v4y=s$jDDI!mC#C|${R6nvr`UfG0xNRwWdg=maHJo+H(+(3BaF*< zUBkdLD-*5XsGQuA9iO8*PzhW0W-JH*R6WC}Xn^b=7g{4o4EvCQAgcj939rs0oZq{a zIhYF!1Sk(eBKdt>$5i_5MT$zK_B+{%UZ7Digbz_NG)ko9(Q1-{2=rjd4X|Jkf7)E_ z>hl7JgBD4!iP@hUK@W^(x#j`=a7KUmn+IA7x3f|u~yO!1>6N9g6t#b^unO{4E2wl`Ncx!4r|=2lfk1 zk(gvlYrDkU4gG)WhY*;j; zcoM50!7|5^aN&qh95$q1P)to^G&g7z6S@$O%$ovY0E-|7;H=tbw9SNCcTJz|3EJw7 z+z8+--VfREK-ouIwG-{;C-@%!?p?F^^}D-7SZe#CE|1mQeregeMt$o1ih1LBBoBVvt`{{GMg zLi(#54Fh}wF~$ia{CWBB6%}!S&IUDMr~8V@0x>kg9-7C5;%wHku1_^Oy@=D0H;BJyvfGTrmV=k%P}X2p6~Ng%nt8K`Uej(wG>C$C%YIrAKRM|k`HGF; z^NKYR@Cpbj$!w6WlM-ESq$Zd_GZbr{Ev3(%{?;* zfq!2LLmgV{9#G#hL=-=PSrMX+Z7{mq>OO4-i|;@R6+pfT&s)SKC!<+$kLqU%f#qpY zpYo|Vtf!^uW+Jx z`MG;4z*1Uvsik6C4`1Cn8Y3#pZpaa`E!x6Hlnzu1C~K#6mq!5^f0rOvM3}I~AfN^2 z7l|qX1Y?Iyq`Rq*s^M4t6Z~xN;kSB&nTEhQK;pG0J-P{~GB~dsoG^4ttB@?-pVh9t zt=4`d7A~~&5x*@p-Z4|KvQ@wy6Es{_pDt|Wulc@s#SQuaCTO94fbuqbPtLOS<2v^Z z_%)P^+jN!(r}2#pWBTzY0eiIhQZ)0|Im9qb^2x2Y0qEvcfGSOZGm-e`=h+ux)1n(LmCYfz+k5;e6SiD zUMe3V60f{GqwRX@;&B|AXRq^y)97}zUz2Yj4Wq8N_Uu+NJnM@ zxYk#z`Zx^=>Vopse2y^sK17PVuX}LfJ=28xM?C;OLEN}`Tx=w}_WQgxd)km7CBo-n z3s=om5>LHhJRZGe)6l1q$%nEV7^5jVdPo1 ziy&4gp#2QEap7GCZ|sKi(932WSkc_@PHQ7h5=>PZZssBR4Fl)+e8UyWI|vLZX8lMH z!_NR0pfkV@l%;Z?Yz;whz+JE+F(TUnNg9~vHJhB*RCStV0ohun-hklKDoj8nCd^J7 z+~8?jEy!RsjNGRT5wHoyP>2O->E0>j zgkVspS68e~WU-S8=W~Ep_axdyD zqk{$%2l8Us3h(tv6iR)l`-;b*e#fDDz0a@7zg5Uo^nPc2$2WQ`jMX!+=Z|(DMQ?$dC{?GZeC?K)v7aTpNU+b& z76Va5k3G`o9YV5vlG__>fl;UwV4rr(%<45ax}j?8JZfqs^nKTMF&ItY+xI8O<7>kq z%5$B)<7I4??{k;NnqaTl(xsE(dIfCgQ7ukt-INWbsRm_LY=5q6oL<*hKtMS6V?eGG&alcr*G3hhybxo8NAM4ng#J59?f!uBF*8Q}HA-{&bV+OhyM; z%U9XRz}Gh&9_;V%0&bKNIeyoj`7a|+m-`sBK(K$~hOvk-iTGu0ZjW)cG6`(ss3*ck z9{ZtCfuP`F-k6ZK3IefM8?tZ`w$V#J*PtH65M1i9dBdAXf(P7znYe@P@hs2q=_Yxw zFZXIXM3TeMoKD_cDLW0pj=xn>jpbmOgb?=xhXGggp(IsfH5nEG8F+Bi%wkDl62h#m`MRpGwjAG7T>o1l~N(}Cul~|G%bxp3!(-u~; zh#WPR)(IJD8gPEzWAw~DiakN!=t57b=$yptwSSmv?XiU*AmKvj$3^FIvV%9N$l56|rA@IIu4*5nkTELkEB8N?3Uu zA!TyCmpX{;)%XV02!7CWg2n0+?#-8lk2_N4uuIT6f30(eF>+0?+Hx1lg zl8p=T3d73)tm_=847i3QxMC(|<#H@cpBm@59#1N*`t?gCrham~_;MWDbqmx8dYu8S zFn_;C)QuIjS9~WR=dh|BHF|9zxF$ID@`c29Osz)Cg0OMcRfWp9QxLn{+q53;1CY6!Fi||B_YW9*IzXCoye3 zNPA!Qsfr0O*a6676X1*{pDI0EQEMRQ*kARsAJ&Yd4(@fszxc?>xi$Bc?wxr8peTP| z%`Xb3dwA-aZ{R$Mtx&q$l5_pMV1`Oqf1C6zL2&OifG3iI4LopkJedM{A||0bDpCn3 zUqRz6oydJKBJ=(=-+yg2?6QF-O2ykAXR$taqhA%1)2AR^^y3l72Ts9>|IsXmeaz3Kf(3pi`NNe~p(6Dp zbpBPo^U@&lm%(I~I1un(%(j3-r{ZIwqIvNcw(#hb>k%LV|`~R5pfCF<~G>Do5{-$G`H{UZS$hm1@9!3ekW!|Q08QeMDN zO@vFz0SEN0)`D}S;K^1qK5rQy`|G|l6qA!V=oc^Jme0}$qi~2AcA?3)xd$kp`uJcy z<4Q$V+;uyhZ0WKFU}v(mGV`1+He!*XtijS?w2(&=y3P<>(CAq5PGtj1Yru6N)Kr}{ zAmhuJh%=MI$Y7}^B;Y)Fe3*b_pmwyZ1gdynwlek->5&-9ky7b6RW5sjHP1&dCk_w| z+}~;)4p-fh!b= zFI=y}hu|~Sn|5F55fZiaxgabd^AgI45jutn?tEkB{5`XWf=Zi%TK&t{U9Kc?%OIy6 z=1pFCvX#~<<^NKea4r^fpq1f{u;zX7B^Yl2@VNzjnMA3a#3=$dT3=+Z;&)+F8>TmkK_UK(jX=eK2mr{F9ZhI}zUPt7Rv!1BP>9^0&c8-S zSqWxb)93hfv0edv!3eK~s@?YUB0e=a^ruVN-(^8fo?ls$&fR*s`SIlyDdJCI6M%!y z8;yn)B8%bkINfRS6NN061+m(GUw4VlnR?f^>dPdTsr^TvvPm83pP@L2bKQ&D(1i$tfuhWa~fX6xN7f|3VnML)dPsh8L~>U^7Uyi<@aHT7hvGd(2mc_Q5w z*n`Lu-;!+g-4t@Lf2NmNy+M6X4$FfKTx_;EE^+)t9}Ip3Y)Z1!^_ofqI__O)Ja17~ zwGzlbR1G!vvOSB(mIv*RdSuypCLyI!%AhRrE_2BCX}C8nr2!=1@iv~ z1u&uaV~?ioV_k{nzi0=R#ISz*}x!t4`d)!c_UNpU(7sn;(*EVZHN&qed6| z@=Iyjj&HRGlj@Wr;zz1q__bajw+ckQdS3^sCphbGMQ^&%&pwjZwn-yic=^O?$gJ~i zT3Pf$AP?38$(hqwnZ@YTZga`HO!bljxT4OlXt3qA<0W8@`gb$jxtKX@>guMT5wtu! z%-6P_Z~$GL!$}zpKC)kz{;x-Nig>8`=kFuC3!~^eX?i2UWPd5FG>c=e?YtViL>W>F>$@l>Pe4{NB9hR~f$LyOf7JQm zXbbSkuG1r$!!!N+SKyic=-%273v=wmbNI|8Zk6h^J@sQ*Qd7Hn)p||_^+RsMda_P* zh_x4>LAS#d)#=s@Hl;fG*aB>bzy9Q#AgJ-f`7x(EXzYLo$RBnAI(p8keohW1h~t0a z%Y%(d_LM~saQx5U9Df#UU%=JTDm!p1>bZf+K{gqGxVlAo|3(k{8;_X*GN?^1wcb1O ziZ=r(B6Z&@A=eTN+p}nmyFfGjeErz+dpYd6fTCn>F30NiIxo4Y%t>zl z0XJ#G=UlqnSDWVvcp0J*)*lsjr8n7Ed(7N1m@=7crH*`x9Ad^EO)z42=M88TYQyXy zJX-#|jU#C7Lle(qp0lC7ff|UP5`P`th%^Rixd*e#KU!%m?> z*!%c>!x$RWgd)1Yuwk+~ftqZ+0j~Hf+fH-h=83PQx1C9gV7<;eBDoP^*TbeBSg}&* zzAK;Se@?r{SR&=YPw}w7zq^b?sC36fSu8$7|L{7(oVFz}7!(>kwZ#zAgC>2SuIckW z3H)+AN4pm#7W_)oN`7p`8vYn@6X#ZF&N0etS|nK&8;(7DrYD>nigOc(?~=K zq$3^<3>Po;rAZiB%25U*qDZx|qA-*h9ad_XKPPKrHmJ|?K5l~mel#9x)|32XeNPCT z%BD&TXZo1YOYMNo;L{!R<~{B4B24>7!>5!?J_5QY(haqAQVId zFjmS4YeI|Ph#o#oOFk|g!|uFB_V$w$@vdvs(M#mo_;Y0gEby7$Ncz5}BP*mHZ~t`H zSuZ@RWeBErQCh$0F_!{R-z*VQLt@@d%EMRL;T25`$bJI>FAXdQoYHDRx z_#*MM_lm&|fqm&vQs8+iKyp%uzpZL3g9QJ!?9x2C*0#961ph@ZfVT3Q;H;LCdpm+P zE6Zx&;TdJeZt!3qg(DgO|LaPx%@Nv5(9&f@PsVRZwG&t-g$MOMW^)|)pdcp?&I%RB z_skQ+a~v1%PE{iwxZfAep~u0JKd(X$80aBW9zjf1YA&6$?se97FC2^|C|J&@x~ijb z{6(~#eC#e7uL0WA(ZcTo)^&SG994QHA<`kTRZi6o@~bxuK7o?* z+a;He$QO=$^Jsq)`Tv;PmkIGsE2WpsKmIBI|M4%-UrdvsQ!>ha+>Y zdz!rdFtE~Tjk|82{WjQ6R6PE6tEqF0C}(UXO1ByjnZ|$>AN`jPe3_%g%Ftuh-(B+c zSC5sOb^3YFfia;qPI0hvu}u+x0#ZMtg4RC~(E3-nPsJ}0K;EvFa=iX_e-^>@1wGkY zk$HjEyjd-oJ3evrWR>3bdfG2Fw(n{QbsyJ#~&SXUM<|~)3U7(MY+{@J5ts|FMtkj)cP2t+!p?l4Ng=_gj zq{$PDFttZTc;BzPP*i}0 zr*hS7`AK%SIeYv%?Hf=p8Ane%SGuh$zvR8$T$*cfb>JltU1e~Mx|hR=Hj`OvCQB7F z4PA%#*_r{@r^ze;t690k&9wTLzS8fhEbp z{qu!M)=b)q!*-EXjw&KN55O5BB6tkCnnpq3YrzZ1{b#I@-0u$Q$gVmGM;R7lDFAuE zBHSdq7C@Fy`$5a8bB4;@>v%8~%ixkbqK9oWdRcS**~XIv{<v> zLrHCgk;8)U3CqCL9(U(p{3+4$m1ru*RbMgdk#`R%e4R<2;n5@(YL{QD1~OU&&`8$- zv7r-?65>`+;4y+vnjYKzhSJa^h1?Eavu0WiqE}QFAINQF1X|~g8@xrCIqWhxzfAZ9 zv!})AGGBLkl*h$hj)-g@?y_lvi4hY*ka%^?+b9;8fD7PY35Yd^Ne5R*F8&n#bENWW zw97QX`4gDjD?V@Rh=o6^VF_k9Ri@{;reeS1Ex9K3LV6dgB|Az8+zC?QopK)p?htnxZ- z)M{eI@urJ1#RZZ9&|hA(mDLqFK8J>s<6!ri&VvAtyZ)hlt&car_zv&@|E}-TLHd4x z=%WZx?5xdav-xh}%DtfC^WihHIGGS^GIn!JkR5n&^I0wlLpeoR-@Qd)MX3fHu=JAj z>GW(4W~Mo;50S_K%aMrb1GvW`3&2w9RG+J2P&f&eyzv%YrrZrI@ z)*PKDK_d+=GeHx1{*%a@$3^`kTv{aoI!FNZ{xOX9PGWb;9YKj#!p`4xRhHk_UV0UK zO(5oNi6wYDxfi#YfINDR>E!|T;H&8ZY=(HBT(bLx6RsR7O(7Z${?zy77|^#gR2hK0 zzeb^RhOvtKdCn*C3B3pR!-vlU4MP^0Nb**Fe_0mPogZ6PEyC9YzO=PUW>Oi=)1kI) z^tb`gJ*a7XPDZXEODh$kgCwlock>juO`c?HKL>-fa*BxOaoISwZ0WK|31b02B`32A zUq!&-U0@Dyv0ms<>`Iq{nY0IG_t_*MuiM50?lzgk2ms zl>^pm(iIGfjilN}K7g$KI{3LqQo}EN_OBOSIwd}^__eezI@fi?he>ZBroV?Tz_91J z=&79x-nj!j6*;^)A}j4*;xSzTT~D@S8on`*LY7-fy#CP7Jh{>P^w6$9gx)GmVVFaW z^j80vk$sc;DcHA4U0?8dg-QneTnZ9$%}$e`6V1e33IFZqG}F_=?UH=|SPF)zz&<{H z{Ijz$%c3Ad-)ESwRQ^Bi-a4wvb$$0IB_*V#L6I&IrAq{)1f&}TCMw-BX%J+hpfpOC zl+=`vMnVZG2?6Pr4w>|MCb(R#wOxDf^ZWkJIAfgu95{3^p7)*eeedhOuFplz`>;mO zq7ZOHRGUA#fT8QlYqj)yt&*L-70GE_YAoc>?t7!qkw?a{*w;TtANN?8!LO2c8xe|% z`FE>*>pxffT07}O2v&4yEX(Jw45e8Ig9NO>)IxR{1NEu&sv=z|Mo$) z!t20wuRRqyh_3cfkJReyK=;&RtP=TzSj1h+zZBPJ1bJlW%v%V&+coQ*n)`M@OJYp> zhwxI0FTrlod!*!a&KoJtXOUyf^P?Oqd<&AJ{WIt;_+cN`v03>)vG&G*Tq{m+l4Z{(Cxa*<3)~-&W}TU$BEM{i z_~aGWL`{ob@Y<%aVeZOr(MBpnQNMaFq6FNme_8iKzVkgn70v|wE#TIz;oEp_j15V) zx_(aif`~i{9$yf^RUBczLQ)iGoeFLDZnQTc0&s%p-b4p)6}p}x0&HWyUjGiMVSa_O zT#x$b1W|^V-_+};uk79IWQv_5VBuYpc zIHnuw-7bNA&Akfl$?Om{L^VLpIub~(^;c%4G&fQskIy`}B_1>JkN&?cH+9BD^hXeq zz3$5Rj=fI5rgLpVz6AmSbXY2IQJtNARe)T^!rZ-PUPm^B{aXvA`xzbvb-4mFs(;^JFL zT0a#i*wFN>6>GVVO+xyyESNQ4Y!noNE|Ib*G~=(El@)uPX)lg%jlchfXOu)_(m$${ z9NtWkNB@K2UlBEZcz!+>qPjZt{%V|>?^bFs-F+^=21J6LQh{l@g^rZy^FgGlINQ#r zJ#tdKF#0$-hsS<0`>!yiJ)er)#Gs-Wo&*Yx8jS&{if~m*&0b*o+`M=|3p9Hb`qil; z@E;8;Ch}2@7O&Tw93SwvT>Z2qW!lf(l-4{2Q`F!DJ{9F;lfjFHg0k4k9CLlfCqS+7 zW+Zcjzd|TCKfX|aQWkSK*By{_v&^1Z#~~!NL7t=Sk#|Z4W5#sz1hR9b`Fya`dWt$$ zo4aK{`Y@o)ECmr>Br*7b@(+-~URpAHjuD8taBu3fjA8djt$VDsxx3v;=IBp_P$Jn` zco0nmX_zbMzHGo+aNv11`d=g@gFsV=4c4Cq7(K+1@xd~nzAnkv>pf=uRU#@)jjgCc#`;TL;5zJFXOTt7 zJT8Yk8H#5E6aVQ&IBoqaNxo|JY`GVdgH&Goj$}ZPcW0P-b`Gi5Ny*>jcpUB-qCM`ORZ&qEP?+0!&_YMf78kofBS}Axocf7}D#O_>*~E#ri1I-Z>oK}_l!QOR zWYI@bE$nWnrY>`w&VQ0M?AugrMFS%NFu&=h@ZZnzp{s9eHkxr(>>sXc9i_9zPNE^CA~B(+PJ(O-~lFe<0FNpm=vDH zR!_Xhjff5GO2+VTwcB(alikPu@N@SzV^p{AN!OC35H?EgCLGKL`4v`7%nn#`Y!cJ4RNye({jIxqJ9%@(U+m0Y`2=( z0VmKxD@5%(e>J!G(fLo5h8tE^JY`%+qfaz6r!zCGi^^@reXz&WD{>kU(3H2v4wn9ip;5cxL>t#bUeFLCON zAMGrqIN}Q`3yWKC1VaG^8J|8Ckzh*^Dw>yzmE<%1^!iN{Cx^+ujsHviM>B7VFA0$* z@6a7TH#C@NofkLh;Ri6K<$i5rGKogSmR8+rHNbMgC&G6V-Nv3zNFj7sh+qUdT1lWN z=bcIo2?CRDLPWn|N-vdg4PpV0$`i%j411FAnht+0STNbpj^`~iI1!fTtTmj{~ECUCnR>?X^9o~DC4)D#=;ZCc;YbK((m049%a|CK_9eg z-kGa;p(kSZ2N3Yg*B>$wN>per1-SBHQJRqnT)5;!*kKM4zPG}}*ef1)t0SEOo{0`= zA1LO!06Fbr#V$ZO$Qz~t6F(A3**?t(L>9~E=XNEe)*vr)Z(bB}&BwUTEJ;W7GUlCg z$#nbBA-Ip;egGZw_jv|ri1b|XlF2h35=bgEAyl^?PIO)$k2>Le=r?3hhy?kw8~vCp z6IEn0Zm^`7MOCAA^gRoWIq-<)%GEaVkQEpLY7vRw(SMlq=eY4(Q1U(?5$b8FX{V?F z&6-_+hP3+axc?bolB4(_snH!?uR?vT!QIYqY4+F{(7lO@o#s_0vGh%}l0;{ar+%f4 z0d|4u(YuLhaKC?rE**QX)$BHHKY3*DCyR@|4Q{2G@92c049{_NbpULrngvWZANpEL zfyJTi%+=4y;t{iuhO&b5AN>Ir|2pvZwfIJqXd`VgM%Ps285L`J2S-3vHtSu=lZ626 zRS2&i(x(wAs_FT(#rxxn%cB==0PvbCnAwmldaB{=N~ifyX}O^HL-4yjInL2Y(EKp$ z8kVnwpg5Pt7aCt7-s$*T2lt-MNO)ZVJ1b-L3E(cI!aLx3!Levx4t%Fnb8;KEzw4z z1PYPciMD^I$HNTbuf02)vsUJrdHm%UM?W4HHX{i2N0zlSwIJ{PQ>H-71}D-KQ;dhC z(Juq+U2iy%UXK3k7f{;~bdNj>nH{()%(iez^*;~%y)37u{=$n_G9r?ANYSw^fAR72 z|M2mPghMtO(w+R6?#+|gAQ}JsEd#V7uJ@441;F?RM=$V~quXjFX3$KXA>2pyeGbNp%RZ`&% z5<>JWspEI9`pq5pwdE6z62&Q=af;#;V=w{z&EeoZI+xFrCuHg<4eK z`n#k5)G}~}0{k)djIev6-zKhURZxWvHh@9@j) zj|KKLRs`!kA3=$qj=KOTcLZUTF+X=3;6^Xd#JKlk*2jiIR(LHMK3(kOC%N4C?oAx= zC%e%KMm^^RGm~>eF>)`r2K4RT{^wbrBLSvkEqi!q#n{-0;b(fbU=L7-d@!V5DG~h^ zRg*vV<%^_#vnz|oDCjhiU}$fppyO=c!lHtE1aN5zRJnsD06+wF42k{I-=7Jh5HKsY zbvD9Ljzj5swaLilX;2r-;-7OsQ{7Z;^7*w|xpjhhpKgD+*>rl?vUH`kTX2Yt=Ua!C z?KPl+Z*m%^!r}a^hYR5)u}?`bOT5>AnfxUv2~V8^E?DI{a@=Yo<#w@kG;MBTr)0p; z(l8a}(o@fXt`$MZlfq9lcWz~m!4zO~)}R#+yo3LdkH|mg67e36ks4ND1aBVqKCroP z+l6T0BVhy0Q&tjG-<%7A5y?Ksm7|02*)mc)T~)t372@Wu?~Tdb_zG%%&(QNs?(54q_ADW|Tdqi;Wzg&CqiN zbfGzs*>ioX(VI-7i~?rY3w*EOE(6?v*duscQ^Wup=*`v@?Q?7b1%73o{o-9J=Myfu zMxY3sq6YSfPf-JH^G07c9b%qrV3FX88E_EJ8?OK%YVQqL-`TzDKJ^Stp#16?sCxLn zH}iuJJui#6tbrgF;0h>9DVDGQ@b-5L4PV123hCkiIcbG}h(){i@JaA{*&*KgZQBgB*>~( z)T68Q0bHi`ksODg@8gsftPwR=&ezO|8SM!FtdUqNh`!?pJ>K>GDmGG^@f; zr&+9Q(5&lTqi1dH$7-0+rTKG|gSxDYMbq9|L7OE)SQkk_9P!LY5LPOTBEoCY4Wb90 z#d9dH*jT|-ZPtGsYhjAZQcTA}PHOI__uM*m8?VK=`fCLd@O`Kq8a98M+DbfBWzS#^ zo4!s)efu26L$19}R3fn_4~fT>Z|OKYi#(MgVLSpV0!1fguv6&yE;)_Uv_R2KeU+MZ zQR+tUW$=gxPx&L+ygdP`zRZV9lkGxT-aL*VpE9M z-mx@J%FvY3)ps11`p`Ivt&FArH4e|do{;f^NI%e;bVf^yC8dWpf9eWMtyA$aeB`z7 zW;Lo;ql3t$IjdzA15LEIqsU+?dGwV6pgL9^MT$o1v4U}H5{SNj^uX)AgU`U)YezKI z6FNC<1V(SjsELNKn+@%$h*H)>wqTW6iAzhu2WEIq>>SNRatg zAt4U(dm*8>*Ou0=o!wKuhJ<F>ppVn`@S&e7gtQGXcZ|q3#Al}UCNo7Qle07Vj=G@)9ka-N9oe_89_R=uqX<@A*Om?h@ z`*boDY^Bksp22)s+@8#%;Bevl+uNT)6;vI8X7J)e_wGVqF(`u>&**B3t&28z6V)5k{|y#^(QhwN`G8Y_0LaL}KKCdn5F3?*I&h@~ z0R^;^2{}riF~p`;Q7>4()gs2;XICiJ9fPWxrxE5ojp!CGccZPA%bbr7J#b!0-&JF2 zaIH^kJ{1gpg#%Fk0SCaUMJfl_Z$UHC!?})lM+vgTTJI<{deKzE!_C;b>Vl5L9)T6+ zGyNdL1$4lG8CGO=eP=iMcssk1qJ`4;20owytlRk<=o)rOE_b=4lnQy)meKQ2?U52Mg)p zB_L{GAuJ{NtswyGD!DOKU`P$ACf9GwOPuJE^LEQe3H2KxAg224yRjTnH;%zc$*N-G4$fx8==ptA1m zusU!r&j!$emcUE;pe67htpg0Ezgh>7UhBcdHQ8ETA0&pprN%1Bb+VkT(YUu6O%FvR&OMISC$$uSy)*DbxSQj+BAM4iH}fd1|uyMRWpFaYw3qR zEzE^(XY-l2d@y@q^@JO@C^PgYB;X#{SzF^Q0#rkGA^r0hH2S^cx$AY$#U<}ak*9If zh`1`XG=R`>yA7GYG$aS9uhrz%Rf*dBn7=8v?qgAV&3oK~MLgPLf`(LgSUhsSUwnG> z;<94JW&5e7C(D48_+|M^=~eh5xI@W;p5X=;Tj!){EV5TU?gp<%G#Zrszf!$pyWaPd=qZT6wwLn+0A1DZJU=dkKI5$wl6!KB4i*%O+=JRtDYe z7j=OcCCW;>(1`4XZd|W-T$IKJGWRjbJpPH_QBF+y^|-n7PHohVatFt1<$TgIU>Zbr0Z@t^GZu+FL4?HqLOK;p zVY$>W1dP1;xBdVXHjEMKx01farqAy2{+?<$S!yeckj;Rf+?xFN*2Gu>B!#VPKQzxVW6(!e`OYLhw(DLx2MMcYExPRSf-Gc|nECdsAZT z=IF-i#Bk*FR2e0N^c2!)Gr7BQvA=#%DPCjDm@pN34S4 zZGPu^Yu*h@m94xDH`xa+uxmdG2Trj8?fag7`Sgc>(gNgNfl4~|UFlS|!E;Cf(n2HP zYqlE`%vRBbR8U2dH|zd5&9=>(R6&lR-Xb=`@a45VQ(ae)uTH{z8^u+f&oEiII1LKvJd@zz@=aC*B#7Y zk!E)7!*x%qSBY^JIEZUPN$drc+nW0R!1n)v2Ls-fo+%UAL~x;gN(CICmIRs=_%tf) zjRMQ{Cw{(T6Y1382eXrhd4{Jn!x4+!9k&9vuhI9efT}@Nv7M+_+9tsywJD}9sfIw| zCDG19`H!9gvt4uxa$L?i71xRn^aox+aR>obax|X0!xG5aj#1(RTs_X}pE!Z;%HBUD z2P94)rIkJM2Tq{+6en=|DiSBq`TD=Y2}I!kzzL|BQ}3SQ1R5I3?tpIw(1=J{>I;Yt zM#~xwpnq^ZGnAa19J@HKGUa*7`LrOcPe9e6&Efd*mLmL$+wvq;2W$Nv(t1z6xNj>0*V*Y_0ZA}gOpKjlkkz?eGu?pM zj5dw(599#ie?t!NUnHv+Z4&Lg(OP}hJpd}4YKJoZZZc@ofDLZrxL#equMyY{HxobF zIk_S3j|ybVu!P zU=gyrq=Z>%iKU#kV8}8;r0_MI=>rQuACSyN>H|8yDl95upD`03$|8M_gikRAyW`M# zbIdmVRYy+)260mmq2jvM+OFGq_p2gvdc1I3F3Z?< zY{tNKV#Wa0g$_&zUL1*Ob{iV5DeV@1ATB+Zi#s{V-`D|!RLDGmIZ^}2qs#Zs_y=}? z39K(DfkKUD&B1X4h%pnL9WtI5=dRrWiA^YV?rdm_p#GESL>xI@`S)NKk_JI@5dZ%l`sieahtgijd5K}J?xdnxN z^)0Sl!r@rL8#d83$e4lp2x0=&`SCgvhOzki_gUH|7*A9T(f+}7B2khxZ6-uyOI=#CKxy{00H~lgnJRka)=!>*cK|J8 zWZNp7M5sMB+W|=u#J2o{BJfh}wbTLhZ`lHm8w+o?D?uh7{uJM`7Jsfpe*jY z;9d3!g|B1pzP@7MUb*^ibg+G_&+Y5{=(vST#$xTEK+Uq=K+Gn38dte-1!yHa%%bop z*dtw33L+G3CKSkMoaX?90X@#DmyhxE&(Ad;-E}7SNE66xnvdx_TIrn{3zve$w09!Y z2MXbST|hl6&X#`(5QcAna-iF^wkhAYosa9&WSiI6poM8?=)E%)mG%TKYPEZ6@lW zd)3;)8X)1y?`J4PmH_;lCKP}Ao4!}Ac1>%$c#=ZPp7wL{)#=t#8-nC5ge8lwqC*OY zXV(-=Q*OZXwpIV%ya(%V!; z2)@4>5N^=RA%xu5Q#kMI3{^-4O5ae=rlb4}sLL_L5%Q)B-Kk%4HSyanR*hLo6 z2ffiKv^Q0breHk$Xy+^O(n@v(rumbs^{BXJ6z>V6Io=^Zr^#aIAITb3W3|zo%lu8O znZnVc;V}cB?P$etVV@Q`j}a%{OA2Esp9rXGzuA2grXvepe11g@CVfZ~EtI@80balL z_d!1)@zf+0(My%h?VZKDh!2BkXieQl*pQ~7bpHqPU-FPZwZg04N%tBLk+^%R-6W4W zsvM3e7FKp_Rl?JByzIr%6O5X4nIbUWG>%J)F#m3G|Em!J*0QwRrz#Q6nhtRbC58{n-q9q?4+X$L>n|6b9a1YNzluuU zd`wR0M>`qQK)K#S1$N&50wid#krq}%@X|9*Wuo<5CVo80yhfr)%y5tI`3K%~fGCLN zKPMm%Q+c96EMBndKHhq@*Oy<9=#67tahif0VhBvtqU{6m(qB9Qh)1|&Oasa|2r>t% zO3AOWD0Ck3GIk_fQ?!*>uSdTS9}%RnTBlQHWb83Z21at7v?Ea@Tc{ZE%0LyNZ+8qwfewUXj#jObO|JKQV}N z_n)K!f9uC%yQf!0EX0=w;?NT{qt+D2T|2}tHzb99v$W|uB^uww5u_dvJ&&vh!LjO` z@h_u2knMjbftUyoeUT{cH4F{6f{HSC%Hff)G1m2X^EIS(UOv1I!~P})JPTFZilpNQc67*e?!+uHQNo6#I4PKmdKSlfz=xWvv-xaq!&D zr-3O%f4~nRk`p0LL^be~KXs)!3Y{bpr~sjNS{sT<>rr0;&;#so{HJTCjTk+g=8;~1 z$t1ALEWp?M+30@(7I;G5^5L0GNq-AD=LTlxG%~j>8nH*tg7-hO_9RdcJ_OyEMy}BA zg<=%@R78^IV|G0w&y{P$!rkJgs%=bRHXu!G@Mv^g(`81Sdh5D#sYT%&*38rHr`Bj# zG(zi%!787MV9w=<*4o$!02yHedqs+98-8&i8ZCKl#fbP3FV@WpRGsc3#J%7KOhm{c zSu!ANl)W$mJM?Vx>2wCpd_LIB@&)Ni?idCAcg{Ji96F!PHXEnzFh-Gk)w!>Pm&gQM z`%Y>-BVj&>R1y?8_y49OggL;FIs#^)w-*Q|P+@%lc!Qp>=9#e?&ua>A_^f-v+7~_x ze7krX#-lo}^QNn{i9%Q+BSm%#{)VreAPJa2;iHSzPb0`~t3kar~7 zN-u~ZJ;SDL{xt##7A&^|T@3k{UyWBd$iS1agYY{fu@gaPc@|A#j!lUi@|mir=Pdcs2fS{m!p|3nbaHuV1Jzb*B2pq3`)GwHWy#{xR(q}q<stW*)1P8Tdi6T>zAeppZ*%bsK(5ey!o+O~vJ;I8}u- zf=1yz#_d#M3nmm^&Bk+^pq?W3;L(jBIFWGP`g1!f21>iJYTXW2`4a#coaO6qCM9wQ znFNdC=bt?vHFKIHd4uC!+(Bq#xJ3KJF+=y~yPxBMcR)57DlSNe4odNY-#A2e@|s{W zuEm;l!rJ}*=WB^7YckjWq93?2@IFCx-fX!C_@*l_4I}L8jwc(Q?- zAZ9U7@T;0o1Y3}<0{ZS8U|C$z?XyEI;MjBerszh;V^A?M7BkLgUA%CJI`x8jrC0rh z>^H5%Vo_jMpy8KTx5d?q0;we>Bv?J?q7}Kbt*bRIlE2?I4){F;lc{_&GV_-F^VfsF zUSyp|Y23i8EYudL8q$;iJ-qxxP9~hB0DSi&o6Lgpzv1TRgpidf?m^65*F9 z5h;Wf#a2ZpnSQ*~ONE!*A7dcigk%>0B4Me0MqSVD`u^sqQ`ZyUH*=QzP|z+UUT{{7 zFs1&?3AchdQ>@aQu*>8Y>gg8#t^AOG@m*Ivt5GGcdFSZ-L0tJg(0kE!pWQc)>`&b8P zUkTz3p9G9-Lx~c!INc>F%vMmEumeGj~}Xe^g90;r+3SOPn@KwZJ@7jk#8l64S6Kv@?GM3;?t-? zis5wPG%`jZE3$HN*VJV(EGT?`>+NM5Y6J5>PzA5hlTX&kxrnQHWL0&G7vTHw-uKtY z#fNu5qtm@uTL8o^IK>r|*fXCWdC=m$PyGv)@O2@555c#vs#Al(z|ec0R4>e5R0Yp& zpek%@9;MpAoeJRn3RVLOTX-*31DNX%9H%^iW#T8)@&ne8EPIfB~vU*-SCp) zj7BH}2)*k!XQ0$ym^jv;th&JonvF z20ml8isrKt=r?#KbSg$XfhY9-AkNBV`0|f$j_8ew)tXV!*MLpX)e6`Is;&Q#O>msR zll#b@ylpQ1s+&E-DVqTOC!0VN_TN|w_Q;K`t?*cveY>(Jb=S(~MG9&LtQE1fwtGZr zoc}GGU{A&3|3&@aw27eRXA{As@%~?$2)e}n-bA4N<>~~_Sm74kn=7#Dva!6=dAl>BT#+7YvXy+ z_TBNSlcTa;d(*rI19xGvMA;-(WwwnO+sCQ@ zoqge`s_^&6#T!%Y>}RhJxp(4Fyn*UoeHv|KoxJ3hc1PtB9C$>(eW>>1VwJ zKdS-w!V2wnl)>X5^LdV@&skl;rPmi~<8daY2%Kvl5t(fjBCQyMB?7SI)v5uza;`)P zAEU-T63r-uBHALv)GrdktnnWb0&3YmN(j99{~#goUTf$VXQe5t*6L>%bx8TIk+~2tg-G zXgD*1)2LcU32Fr0XkG@(+6&fq-t!0BXQ+trz6PjyPUiZsM!2V(IAwk_r4eiJ~6rFh=dM z$*)LTfsZT3P)VED;%#37rs^N8L+8|n0E;z+b4dbu#~)&`Ut!FoaN_4Gy~DVo#+rwv zT-v4`qt&e1S^kydXQ~0LV#pGUH>BV{V)WaP51vf0&1$sgzH7Aywg6vXFB>vg%pjOJ zvAtv63zmh(c-Y^YZ-8pVQ{3T?jrXS^jTyWjy#$_f@m3jc?)-r}+(6psOXUL&l2hE^ z%9>11X+^Z6m@qz|oAs&3s<=X_%5Km_iu^`QeX5B1M2|ID?3fGB6b!75&ZyLIJdy{>X%p{AG)U)it+QAe>Go*-TJmHM!Oiqrt4VImkGyBQp-EK?PUqwFzIu0TLfr0Ze7rj;!wdv?7pG zD`A&fcD@)P6kYcPG=s@|8=0Y>h7b&&?kj?oW_0+mfMo}zF7GC1k1XmireN8!eb0&D z!=VUTA;*l%8Le3)uWH4W^>Cpxig&H|nX4XisvF*LU5*P2XpiNI9eI~>J~cBJ$@O@! z?0_U6DvW`-<9|p#%x&2mLcolf@L<+q)*`{R>{3F;v>WJcVnXI?axQ=^d z?yGu_c<{1S_Ufj{{hoQK@dC*_ zMA4ta7U8s=U>q^WZd$&{sRx&TBZ_DuQI)^(fQ16SGQ^WRaMXZBA62cAEN)Y4HEZ2Z zPqK*Q29A6`Yc1$xLR;@g2Usp$YZt`FgB7%$E&|+tQ4@Myb;ER^IUqSBo;f&pMwO^y z1FQQs0(x=IBka`Zvb>*AgR+hc{8OZdmoPwjAg>F=|4Xrcg?%cgRwW@X3nNM{)iCJl zn(_Xjw1JE*5^I2#EXWJ0%fimg2&WrgfQ(qU?$F% zzB#oWq|K_RK0pQ?r2Y&#z)yn?M*mwu2h}sE!P7Z<8-fw986O}ekQ+yyKzias`YqMz z-+`}T{)fFiy_H$~39Fvr&c=GWN5#ITQUNJ^XFGjV4*2|#t3KEw>LWrgtoXaj&xK2W?Zg9}Y4{{wR%`4`N=hkIw3gXCvO%)!eUBdT!Hp|Zi_ z(8Y1UN)%8~8kZh6;Rt99KW6pp2cQGB<1v>(L$1;kIXaIStZBmzVKYVo(r@y%WBaE) z22&F?XFUd$K`K#lj85jPT%c7^&%9Ecg2Xs`8VVNB(1B|#00mbDsqE_mtgF`hcaUfU zBH=GfvigU=7!NvrYdqM!C$XEGf}6bN6*$!S@;ZzPvkSU68@tJBDU6F#F3s|dL=1K{S^TC&e zt%ups*Rptw72-R}JARJ*uAe=KMhH zs;E(geM1dboq4ZW&mMZyPp399r<6SLN7^zVyN#EkE!0O-hkvUK=GdpH=;W4f9< z?Z}^PU*D%QG6tLyA>!^++5xa6WRv}ANjT@0@sE}S8JOL&6slB>#NJG#`kK4Flt(?K zp9iTG<&BIkT?Y7Ih0M(ehg4dmHRN(+`+}LaCkpSGs@ZT$DgFT<0}~D7x!o~ zpao-4ugY!BHg$S}$p76tolB@T6wdq(OR3xoO@R!^J}XFav0n>~uL4;l1$0UpFEY-1 zJ=E`9tV&)2LtDMwvJqK*uq9f(lAMRHO)W0C42uV~0>($F4RX{NM-%?pG-&2kaV2|8 z4ea!L)|Hj-EUb8yznt*;fsg_!swt`y>M$CM%ur5=ue469D0*sRD@ESeR|h6?ae@zf z!!HK7fENULX$tE2=IiGrKuDo!Rk24y>r~n~H7I-+vid~xB@>`I9Um+UIWI(TZY#Y1 zo=}`z>lYECg-^eWyVBh_H1mxxtgv=N$-%(}%UJUzcxHAeIuq2NOO$y@({amWUVM)3 zG^Wr5f`|H+QhbY-c*xH$e^--(Y{i@NI^1(3V}0p#X>vfDGwFGv9ljcrH4MV+z9o&? z_@_MqYF_C%#)iZnjNd49GWgfD!oP1e809kgeX~K@-t!~vsk@XHt+`w%*UcN|_1Ql{~2n18Jb@QWGc)@@;K$$(~;{3G&k zTCSYGjpzI?wT8b05AbLZ4m?CX-M=d_oUGrafdp=^dGs9K|DzG{mw!q^vtZ3gYj>{V zLDO4(^qm{s>-lua3E8pe1B=LW|wuq2#xqc1xhE|~w?cHY$SqiERrMaS$8`O5y zjA(KC3W&=R_7jq2J}2HAVz6W*OlXgK;p!E)r;`mb1QFcZU4Myzi0LGbiAw;t3<)>x@p+S!zG;L5(JBO5hADS zuHn~XH)LQzRrNHmz!3Ne@C{s|aE&#^W&qqUkvyQ8$m9VMY}f&E3St-To=eJ3>l@70 zmna;3JrAAbNxv)#Ll`^xwwV0L5c`>jjQK8OuFHamQf684Ho3% zRR8>(!J#(f1+MpxXoBczG(i~}dKa!^9`ZtA8QD`|VMKN09L-D8|1EMyoPk|^&04rjKLQRXo` z{{4ifC}!8v%*PZk%N2$B-o*W-tnjjaop;U6YJfmDdf+c9FM@O=)av+J7o{WJ@O}Xy zX4n}h4Ssh$8+^*HgYHM3fc}q>S1S9_e&_*Wzvuzkr+NTt=$Rg1on?XCubv+L>j1!0 zZ1_XM- zMkM558Rn||m-++G#NzD#5^_LF2_Ofove*$=O<9@TiOYx!+Y5PxwfCP>BhNjKIV208 zuH^#8J@Pvk3AjIs3tNjNP5z<|ESG5aP*EF`6=p`DBRFy*RI-`WX-Mwy-5x`kvzC)p zMBdc8|Ikv%6~I@|zKQf9Kwke5KBzhRKJq1)-a9V!M^T|IN$-=!;BJ*BMa(oseqU+& z|70?NIzQg*d&IMg$ElxCSiKnv>D3Lq!$T->SoGO2^cXk{)}Abq>`b7Mkp7i&aKl9! zY3i8IW9|i5!~270sRaM$|1OoF8i`CLT+mE7{=iLyXG{T5`YbDt_BLl7^@CD=H0Oaw zY58IEcw8x%85Bs_!+f@-Fx&*!S-3S(_ z9bUeCIH-3zyFu=kc~@rX^$$_zIod^I>>#)w&<8BH4{S!t-X;-D!pcfZ_yWVe7~X^t z($Q9tGKv&J`n2-==fwM(Q83dGZxXcCF+AP25r{-uZf}6)z+r;*rDCF6oirSAH<`~#rTfd>PAXcDek`4eEVI7dP<{&&uK}6^|9GW) z>Odqp`dgXUO3f#sgH@-RuA?N(-6YR0ajU}Eqq6S+!q}M+cG=TK0);pd-GF51X7l5< zLjYK;lXv?f6!VD%v^dCP4qzY!h_vkqf)Gb^-c-}gkGDhcJ`fLbhy$m?%B9S#(tPFY z7A$6^d|s15>YYG)4^zk2M2fIlNo+!&KI?~uc!lZp+Q}{NUoxTs%cSu zno97~S^5VA?OrnymK||Z4>svJgwc!lm6l|HX4JK=(0Y6RT^r=lMh&|tVj(Qr>WgPL zj<}XoXh6nh#D3cg_87x7z*Pj)I|pE202;ioBIst|OjMrOihkbv<@8vYct~k9#p4-( zPG?98+7s_R@kEVOI`=T>vvbVb#m|Tdbi54DObK<9FGeFAZw$cQ)pNia4Yq{zVM+LfXMQ z9X-&T*i0GZ5b7!dWVhw;Jxg6J?XO)BP|8` zK=oyRtd&5Qbs5GcrZ!2GiQGWK89;lPskK#MJpZ7qsx;Zt;?859ZSl|z;6iDB>Td-Q zvYg>lS?Q8jD!q>$6+c`MtC@<~0KGY|anS)E%rvr;?R3uK&!4iGDWGe*qES6m99`X> z!mLxFO_zc;OmhzhLxt27_9wXK`G63p9&-|76bd{hKj4*sm5qWwJn&w^p&pK~o4Gsxh z57*zTQoEd}?B2n@*Ihvc*owC*$PX_-q%F0QbegU2IB!2h=tsB4%YHPc(nM{3fNZ`~ zI0vKiz0g&vld^H*4R#3k>P^h`If2dq`i@}w^&m3WBoSSt(GBcR8%WE6TFpcvN0nRf_Tbk;%@YgK|F7Ic>v8rR!ZCL zDg;Bl$NKG}G4Ii4B5v}Wg1pdo4WhL+!~f7PVi9DE@Ur8ef!5 zi1_F$19ybY+JXqlNu(dxe0}$pSw)Z_Rp)+)?1duNR2qK!r7Uhi;z?;DSmCl5CpkiL znxH-lJnAvH)!Nn*LE)n74PQ;|q?ow`mNbKNu^#lBCCYT{*KD3H|zb%O5Q(hE^( z*4IuN@XSynxLJcNX;ym7hSlh(3&NSl_I{0Du`y9CP~A|M(70s~Is9spx~*d9nQ8jM z8k2eIw?14WtF>)Ibt5o4X4cQYsk0pVyaag(tY=aqaOne%kZ#*(TcA-T)>^HN)$li5 zIzRqk-+P$)Hj@^g*(k^7)Sy~60lFR|=_8PN(8Ds;O)TH18&!lWPX~O;QWmsKFLI(E z6x^p8rd;s`23Okhlqk@V7*EOO7bBYey3W}wjQ zNv2Ek+V>;-id1@sb!98)P^f(npYOHi>=dpy8k-EA{&L6LZ0ODy(f$jNz}COc-yZ!W zwK^b=>zn8^>lL>ML;Tw6Y1%ewdD2>zHjXBl>&`80k-KJXJeOkGUD)U=GM~;xrnOo0 zo(JC+nr!J&2x-SRjuLL>7yZY&OLKr{Cm?5ImLwu|ltS!-afsb&D>C8mV2n%8@x4}* zlG*Hq`!BaS_A+vLAb#aUi5|Y_i{ahWn^$?Ox3ltjhJ$sEY;Qxg40B!#JkV300#BWO zEwesp{sMl%$74?`#*=Y{!@Ajc5%Y@Bu@>@%WgsQA<@4dP>;Qn4@uv1=oYiq z4|v8?_6*;u65nd9V88c4sO$M;dsdf?rtc@q1nF_wjCd zwcC2!NAh^4NsGw{dp-7U@atbRmWY;-*s%SWIU+DVG-Q*Mx=Ve&VS%aBZSI{9#}P{h zQ7g=8^Z?mjvzRFLC{uL6iOL=UDdC!|RpG4J29Odq6`QLF3t_50*^O5Hdw0gCHa8yChwsgASNC#RH)2lC8bFfb{C68t&XV~0dXeO-={wXEcB*ZY$DuW1v z+5mgFk+GM#xrTs%t-_UC{KYv!r#*>kQ2gtP!hF_Gf)4>&&aw&n@_@4;Yg>Lkjr%cj z3yRs%{J&WH>bR)#g>OQ-r5lt^0cj*fq)R#_1XK`4x{>bgl9rZG0cjXwP(VOXq+yg$ zN;==)pu5-IyL+XJL&zW=P_icG&$TC=8O6|^JR;xy-v1QlWPYmrzSked4 zwr&Mir-0nFV;)DqD-aq{F~lHv1z%w1W;zAcwXhkmIvCEUQt>GI&~(ox}12&pag88&F)hM;~Xq8hmCr4YJ^3s|#Zno+?&ikU`&E#Y`x@g%|yRGLG_#Zsi zDqk&K%LNDU{yhG^W_B^T-6kyWzM#FnfV-eJ(Y{*T^=ll({Pea%vK+5RXspI;*WLS@ zsz65ud4-BDnm3(~EFPn(Oor#Zr6f~LLNE#<%%msXg}(4)JtmdJS}7UrFR; zG57qS$pwl$+dIN7RLuQBz^2%;Wlm}!Q(f|~&{-FZlf!i}+(X^We0Fsjdn1sPbv?LD zM4tvGY9kuNqXI*m^E(1t_Z#RJvah%An6@6PO2~9 z*3ONxhMr+9UHq1%7NuG3B&@|R2#xo21{?*rt%KiPl0)kqMdgFkOkOl7hR$dTzYlW; zv&xa0L8#mQWA%565=qVQZybSdq}Wmq;_cmosYZ!L;Dd$DPt1m&5doj>EQvbk!C=9R zvd_xFYX;2Cc5XO#T*f{>_{iXucTKe2ESh8GI)_?>B@#zYf^a+kw}=-KgXLVBEntGt zqT^Pn)yq8)7QgkyNEiQ2gs5&#k<5NQ4;Szr&;xJ-mAk9ZSR{b{bPW_z#*K2<$gaGu zIe^VvR89ac$Xee?G~5Zy?FqB5WOeo?TxB)oaBO0tW!u@3Ea5<*F?geB)u7n|pbRA~ z71@BqSt(oYxK}g%!n9|#(#IqB=ivKar;@WtgbL6*(F7~30}Y)`Y`K@-&)8uW7*iqq zjKn1l%PP?X3l&XCRAvUE!#V4~<&h4Y1|^XwT%`+^1K8x>9(|j9@$u~RSX{~TzE}rk z*+ijWK&-c@PR3qe8DkF$IX;~P+vyyr;#+#jA;VXngm^f>?`rD#!Xx8tKy5LglO9P; zGDL`zsW9B)(f!1v{=(F<#;nPi{naI~-Izct;>h5&5YEb9u>w{i2m@m{LctzOf%eL_ zi6tnc#vz7Fpf~7`q~CS`{M+!zy@0U;rqPoDVaYjs6~E#VAO2h0xi3)*i=he1#0M}d zZWa7Zy#l2p;K$)rmS$V!zLV(R^yukVKJyyyV%^#Mq9=Q$wU9aY`}cZrwVYA7YEb>o zzURU-=mFh8g|oBlL&Zr(EA}W!K+KMT3{2Q8;Yn6B=wI8`?rvaiPY{LSCsJGWZBt~k zaT0;G`z&LRO%UTwT&w`oR4*6Xp6Tvm(78)*BSJribOgcfufRLTJ`5xIRW(h8M0uY! zMb#nNjf$sp`5m_y(PFrJCzUDlg1Ers#3~P}zOZv~PsvWms@8pPYq&oe0Q#06TYZiT zY4hr}+;r}Ns<+CxH{D51Z=T{7f&mfmeq#4t^7@kP7QviG`WkR~HWYXy%ZVCD@A19? zWSv0LSy*A() zm;(mnAt?Wo+F(JG)H^jQsQN`tq8+54L0jd>-I|V{WW(K}yP_L0;_Gqn8!ULZs|{$^ z9PhexKS2z<)I_X#8TUq0r%nUW*+OtaRWd^obj}!Tb>#P6YDb&((sAE!QD|+gec{f= z8LE-PLs04`z;4-ZI!(}*+s{;m^)TO}%gq-IGMW{>{`z&X1=}6~)c4FqMOX+$Tz;j4 zmJp6^F59(K*8mBjamrf|a9O-(t3-#Qz0`!>^Jl%PQ}y$5}(-*_;|vQ7%72w{ljzFgqo!ZJM- z15pRLz{Q;>5syWDTlew@YUwivgTii`XadHg zspFrBHM&}5oKXyY-nYDP-;O;$4YaMhdY1OfgKpSRP8>;B{S-H=_$ee;7+CP<)Va(i<@- zT_KrxGz>Z?1iVLTMjERS7KCc-jn@6XQN5RB1lDjunD)w}g};ISQL%2I-|)u;&iiqJ zP1!`sy!mCaBz>CLiq{|aUEW7wNv|pr70kBY6%&+n??zcMU5O>pe>t%iu{H~~f3GVV z&swaSvjWF~QHPhoEW&XRL&2B7NOs*CmNdKL#y$`hE~3G8wb5ho!DzASc4YLv!=)<@ z#f5Nmu}9~ncH@F6WM(-O1=rNxIoJ$lrJwT6at%b(zgA~umVDs7`A)AnH6g`fru7^g zo8w=^hR8HdaIE;~CQSCv8$KE7SD}5d1&j|=d3VI`(w=Bw)`amBA~kT#qk4d<;>PMs z?b}@$cs?#qan0CxlQyEMg(IlZhKyUi4d|e%3IS>mP*-g6aTp{TxEH|>4_TW>#X0s( zPU#f|1B=pZRRx})8P3IN#Lp$(79mF{hey*%;gKq>jEAgU_anoA+aw4534=-~Jbcox zoQu2lig=2;OKMBK-V4S4fd#nuZleA(3*d9#PhAM$c=2PaN$YaFy z6Rf)b)j;F4vxr;h?b}7&Glx5hHpFywDw5Y7&>#EO5mlkJUD^yS9<{v6nxa4b>@i3( zo#T+M8^Zl{ve4xfhC?;7l$O%Wk)++p<pZC!u9f>{>pXC0O@pD}bshVNV zgPA(_S2K06m)HcYkmuX=OQp`PkLB+rA+Kv81(LZu3CIp3I4G$T3rvWA0u-ocBv;U8^sNzqKE-zJUUan>!Jm;(dlE3Aby$B!`YD)>N->2f-vQL=zV zc2xyzD~Q$W!-pTtRJLNEUV=+{?LB07yV77T@wB?UdKi1`jzoJ@TdLgwIOdmR8yprS z9zIDhq-L4ol zXy$ylDQ{DVW_?47&5mv5Cf@}tcleMcmsZ3vmzb`DuP?U}#!fD&uYy?#ip9tA#Q-b7 z@PieQVMQ%*Sbd^qjA;SZ-9w=$^tMyT6nC6F7y%=EEo>!}c2D2YuKqsO6Aa(Q{W2s; zE@C7HF%DGk?>d^BAUsm#aXfRC`_4-p54M!RP_uee;+yIe_X?Py46@FxvAr+pFv44xM?OLC)~3zj zy(}%(>a-i}#6HlmkllJ?EN04ynRG+PO7$rUOL;v;G=B-4F0**!xXQYAuVwV@jr&e! zzT43@avu8adCiPF%s#3E+_3~=Np2!9+&6CBJ8ajarsww`q%i278xWt#YYwT8Kf4$9jxVssXcjqymMQ< zQTUUN^Dz!_w%(qCAN>>0w_sAy;X_1%Vui7+eWEXO?wwsU?oG0M0Rl&cQzB0}U-XdF znWSC$W5V)T)$pM*PMr}?Rb?e_>)Mx-N)HWh7wh!&48JDYKh~BBB@#nJKlctF`t;#S z8ts9%VfyYPpEKq1YMs@~5v2ClrSO|r?H>$pLC53gxl-rfyw)-Es7YxX^Th?!EU*W0E>N$Yv%M zdgAs84|vVN2ZlL{3|NbNcX*!)J|4Xt;~RlfVtO@YH1P3F7uQN4%K%_CI%j^Srhffa zV8^$B5n(SF1oncW*&xaVcc&OHMDC5VMZlKeeX>#do7K-H+f0Ku@^Yu*beD8amcM&O zL%(=chYk3!2&t~@Y?Xjb1wap!6t5&ZrT`A1;4JyU7OmNg1Vz)vfHo0fY;&0UsO+I# z)5dDK@*(;=HCts_C#W>7SY{_VM`-b8X;uZ~`3UCS^3cXOJ#FVbLmsjr9&V1dJI%+N zO$R$}9NxOw`!800A66`0y(D6cSXO+MIk-`5ht;3>m`X%2GcoRa7^eXpoEeLoQL<58 zO7YX!a3s4s!MwKU#jrvlN9YxvqJRf{m5MVRI!P~-m3jS+dwPmDh5t+t=qZbZdNT+w zFiiyKzk$I5zRY@U+|X<{HtuFV2gG?DD9Bg*YOt`wK^RGPG^I{QrJP{7Ww1d+{}GDj zYq5?>#;uzH&6ST#{vt z&_J+3;j%UYst}laM<1851)9@_U2rE5TWkP@mfo=yI*=1Y&ihw_IH)rIcQ9I>Ny8EN zCNp2)4uGPeDz-y36uOsGNB3GSd-21GX1F(W5ohfK%old}+JTRbSo|rbPI|@Oba0)p z2nqW;1yD?8-Feuw4J zXZ0LSyUkkDJSWqjQE?nLNUvV37=!#EduNh35#EVpfbasmK%;jGuuN=Z@0wG8uTbMBrOuoL%Prw@KhfkT<* z9PlNkcD)s0Ah@lntRrTy1s^T|%LOvaVMTyp-}#cok4<-UnZ$}kgXa4COOn>z!jjiy z%#D}8qypFmPCZw77?1|2+*czR?RqQ^?n3+tFljogIRc7N2Q^w)DzUtm21-Y0 z7za5Be}eyAPiO=w#3=bGg&_=?nO7!s|o zH((Hy?7x1#9Zk@HI-0v;mm3v-Qt}O{)UIY}6NX905(YdPJ)&DGUjR4_-egUI4kc?Y{=f-ieX)3M{&4QzaP*G+6? z6G{TwC-={!9ezdpIDTx5AeljKNYUPuCm<+UBzy4bzr zikX2Qcfrtuz(f;U^UdeM?96xTfIRp%SilE)=lOX}t}iWFy5eB&U8@#R?RJFVX)w8I z-}2gw&;ImRFgux$m65_Pmdr9M7(!OwdX4=E6peMGMfP7F-$BGQxK`)XqhlrH7E$fU z5VQ-9b72p75F+4sOIV2XyZmmk-lZ-(_lOi;H>f!pPe;NzQQBki_oCWM4t_3w3m3i)=Q$BLe_LZV!5s&X@KQ~ zEV}R+Y6ChavkQL$ee+9}mwp2MaPGeY`azS<@sg)Q*lVCY9L^h&|EaZsl9Sx*Q+JC6 zm<{*{!d-C0Vl1;5-E9e*pS=F5Z~$G7?e<@%MeflUnQQ zL@>FbtGH2j85$97{iKMKWCwJWURPoidHzG}*ERo>*#Gk1#Quig#D3-E7rD zT1y8L$|X@Z_?(3ThV<~2Y={r8KiZFI)^NOYXvHt=bL6b4GW{ivc^%CS&@`$kpMN7y zh=9EBqK9YjQjgxoxDgcYUK!dZRaX9i?ZMj|XUXMPY#&8b1KE0^dZF)&buUQ?*-tY0 zePr6W#jtQs$?%fm8T=uy&5G*FQRjxAdaQb_IGa@CZ)b$T%9vpsp45iJF( z2#uQC@N8t%khw)&IS#!I2=(bj!ixE>oni-h4HiV!3`mYTofzAIF@u;1gV{vEPt#yF zk)N%L+>;*e3q~;(z-(eFuUU%1$8Hp`Mq@|jm*6xv087NgRAJI+*Kf7CO03a?Iur!E zkyL^o(Qt*Yra(g9q`~zY)ki_}F`^{aq+2J&q+vG$a=BK(e~vhnVx*}^fVq_e9(Oqx zR=ln=K*&j(!lWCA#MO#jx>CO?D54Gah7KNA^Z0$W&Oh%6mKC0Wbsg$~X2X`@7Zc5) zll3XDtCVVwFqcn3WpTeRnyyGZ4revbSTcC^`W>yX_Gg@-4c8_}3AZ{YZvs!xy8U5x z0$JqXEW_T^Gv!Fu$U$yhscZM{wp)C)3XVM4n$^1E%y&K9HNc`s;4zNyS=E8f!uK~? zUmTH=ZlPP6n0BiZu3aDKm{c@^Z1%t5!0-sS318U)Zgi*J}8W(=|o7}v;f zJ(4`*O4kgP^XL?(6&grv;H=^3oEusSRW-wXCP}wxK#(k+t-_|hijzVkG!~EvIaq5u zd+_l&Y*pbIjaI!Bi$lFS`t~{am57Jjg~-z0jDI?_fM2jKIX#k&O+T=m2N}j9-DN>g z0qw66Nx4}_>-i?xd2ZJ83DbdnZG$p`_YdqjOX0HOEZtnqgE=>hj5(jlH8{uh+;f&) zefJ8{60~jRv$HlLD@AmlKsVDNVqYV(CpZq$i>EX|8%*2i2ra@*m75AmORCF&azt_r zxWGHT@?Q2gM2a&Vqc5AKvE@A{_S8s*%%-8@VVAD5`dEdjS)o7o!!bwe!2o`PRUCAR zD}3|#-TJqut?BVYaGtQU6?XPo30{|cW*S#Z!!^Sf7d#m+URAiz5>Zi_T94DCn-3Ng zGA|YsSipk9^vR<;iVBph4jht6&O8T(+nIO_O~fCsw5C3JzPxNrrOQNuc6v>uMkW@1 z{l$I#odc_T$*9@b5p?j*Q2exEL!(y?-=5xGB#fvC0r3Q}l_`W9;^P>U5hM^*Gc)c5y1l;wfYr}C{{vyXC(h2%TPu!HnL5FOxkE_I8qZpyP4$DfBd6?0<@j9h{a$ik&{~6Thu)p$_++p}#IS;vI z<)b4_hv_~pdXbQA{Hm7~-$jaF%*wd(9c;(Au{~mt@diN2@S#D^l0lE0aD8`@8K&89 z)Ihk^bCrn0t9AOIkgi+{pM8rIuJOgsfsYng2E-ATfr)>#4Af6}YrQA0Z#N1X^tRSH zy1El`(u~d9!oC){$EfRpS=wBB_m}!_}#a`!6E`y7I+2-={1Lka7biePyet;Y}QgQH6R^zN|<<4jm>GXC9 zH~ChtSk>Y$(@W0T^(&oG7%V`&oO?h>N3{IH*fY917nYan{%UE&KI75DuR=q^S(rCg zk&vY16mQDhIgSo7caHxo{&>1A*_SvZW)XV6?|1%+xbF2xBgNO0Ds=PD%@CWbgiVnB6 zn)Ax5d7Q=rLQt83dq97;>9&pbfo!b<@DG&sfhxrNMMRzB(G$}o*)1uN&^qNv&JvOz z9D%UA_FUbnL>_D8sdv2Oe%mqi(T?A!^Aj8dO|Z|)-sUT;s(d>Kl<6mE*M-yODj4@~ zv+*jzc)MBmS6J;bsXY16HWx;Tlk27k)!I%M{Jx9pqWaalf3UA_REHZY*4V z-O#T7#s`cbDAgU**%B2VPDq`ON@1yX*Saz?4G|J_Q@eSL&hobGBv>J?kj{KZ(Wm`S zmC8WpPNvD~EX~J#;?iC=!T1}I5`3V22nSrj$@#b0Gu21^$&2l?o@?Bqg!e%$*hg@9 zfct7YhfFFFAH-qpo;*6=d-P}_T`Hsan|W^x?d7Xk^$rMoSZZ@uFW@bhLVJj2vmT?1 zSRx&iw;gfD<9wrHKo^Fzi=D)tAH;5Fewaccer#d;I7D6;DBHyhO*Gyg$+~pKGr#FYGeuw1j#P*z? z)?aNS5PU)>dBO|WlCH^gO$|HMYILn&>0CRyTGi6h^|_ay9Lm$XHoa(|UqIh8IXS)B zu-N0zDtm}BVj23Hk!M=?&i4xxVh2Sq749ze#eW3icA5!LdyVSusk$C)&Oe;*3{J-< z96su2&9zc#Jy^c0fKa_rd;Ly&{rWDUQ;AxuRgyCry7MI61F#q8ur})mQ5cNjv9qk{ z;L^^jei<-2HW2h!0CYM0tl^#cqe|tSfefXG&>%c{i_Rddo1J(k_eeQ3uqn?@zHO(lcD@;QgMt0crhlcIQd^>?Owl`-BA|BvwSi^^v zXAF3T7TpKtr4eTVc2=jy&oZb)z4`C{Eyb|&E^l9CC#I?NR^jnRn;E|Fs9dtvs8+I? zuD9q;7_l>{1>&a}zO!+Dw(%si^%67-z2=@zZD&ID@E zv_>uZfe>k3OU8n6P!9Z)x1fqnxYAJVZFK!&lbV!Xk7Q&rRg!SE2b@2FS!E8N+>HoP9DL>-0_^*LYG2b&7|-qssVW8cBr1%E|D zR(FH#yZo30x_oH<=t6ZA**1JkiUlj{`HJlA90}ru0PSll%kfu-9FMMUA|5yk8JuLf zR}z>B8D_sY3($iuoCS}wZm<&b$Jea7q*nlEM}vlFTnd#LrC)ssqK7g`CCdd= z{m@`O|FqKNwa}+FKR*RUbyZf8O4qSVl8$FxQYV39kJZSmAZwjqaifUdxW*!QN|%`} zB&8Oz%)F8H@tfm|BeOuEHfH%K*9-bxUZz+?Qy` zEmpkl1x~Nn=8jNOa%Dwd#H@mBeH?|7wxst-^1IHqjWi)WO-q3yDf21t7uXm5$zKpz zjTFdwuntpo(S-RloUQa(;LB|I%(y?~kw>)c4Sg$o;Sz#3Aek za^3{6Q*aw(h(;>sQ0cAFmq7TuP;=*Dy9cNPghGDO4Q}n{;Dr@weaRZ-w@M>~`<})Yh_T(;bnbssNhO|qEClg0* zf#w6~W!>O5LV^gJsRpNyCT`QrWI|lKWZAkIpC`JL6)A}oK&${GQSr~Qf|sVk0Ye<2 zh-?9J5r&&|616`TUgFRKj1tmK8ZiVc8*qbGtx?MRoDtW+|EP6-q!E)>ss>EwE;9(9 zSzBC^ChCL-_vguSaUc0^d2+gkh5&0l?7l$xJqmi5zvNwzE!d{`JLaJ&v#$#+0dEP& z;sa?a3%TE9L9D>+Z(;?K58hzC`!WM~iOfgKZV1`|{~aIZz7YZ~6TxxHU28^_Re7*k zbj6JgHfy??x}?Kvs|4;PeJ|Imjv%FNT24bwf!BPV1DQt}>^kxGBik37hdI16s8Y(^ zxMcccE6Pa+A?36u5Xhhtl{guPdH~E|mh~%&>FCG8^vdCp+*fZ0D%IaI=SJM6RLA{FyJTPK>bNN+*Hi`)lcvU_X9xBxG$26H{*H9Ztp7{ zYa$W_$W?y-mMHiUZLkS`x-6u}Q2pHvL|lLgm|eSgYV3Sd116To*#PBVB}_d30H$G2 ztiP922ZUv^+YvDx>Qx^j3K9QIJlp}q1J?!*-Kl-F=uwmluyX_}jA|huG*mon0>R;E zy;sAZxSS+?Z~7VI2QvX9O*s4ISJa9tAmXesm7@~tL{@2^Hd`5`hsw!G!yoT zm7|1N^m)X<(8)cGT~6gi=6vE}7YS++8Y{VuX2;)51cBDG_7xNu^|$Dk3S;E?5_#=quhS*L%sGcW zT2|>M`)N>;N9nR*)D+wP5;Lug^JmVO|3?taDc}1t$4lprnweAfxZ$YwE=B6 zl1w9r!y3V|F?rZFceooAYC;24kG`UHda8=tB%vf!wMYU<7ovAu&Pqqnx%!2H~1-2$2u8oa-!f{=iRo2~KS3t5LkiR7Yko%`)SB?|`jK(Zh}_99tu zcpCBP|PqGPu47q9D?QPfM3Wth_!s33B&&u9RPE#mL(4+hW8&IE}v(HbfB^d9}RU|IwTHAZjxg zSl=pZAJ14QnTDh7KOy!+FhJrBE-BH^7LQ zJcvVf?&-UNZZ@-p565E)8v?K?GOz7xHld%jL=yZ{`OfcIgCz5Gl9lMvi3|lmw89vf zCE<*pGhQd-$vj$~M&!AY#}2l!`ZU%f>6UoAh4+E8b9+s2gN(cJE~gSp4Fv0jYERzp z+<`=Uz>dN)o(GNRPwrq`B>TVN4h}EpzN(SGCcb%C&%ZW%bdsuTRzAi|!Z~T{OXI9Q zIsSApvhwP$?tN+H^;E7?A|EY>>AgM0mK5dctz9`$HoVjB*CR;_hSm>N0zxHx-L4j# zjL7~aJ#fkpFuRXR#EtitVT2Qo0A0m%9kOrLe_=fEVGL;19SOfD-Ed3x^$QJEl*%_{ z{iQx-#we{#-BqrWOcSQ<-~%VmJEjacex5Gl1s_jpL^jRlh*dHx1sjA9KsG`hKCIqs z1X&S!D=g%iX|sHKOYU0J?eE!*>$6I2SoXbJ3p8zK;IypkX%k0xU-llK#}(~`DPqX* z51K&ptmeRbgVgCT2ib4AmA8^heWWxr=o3WlL2`>;Qs5czM~&>9e&Ea#^aEuihSkTD zX00-JWK}QkMQRxHNl)z%a`&|dBYf%8B$Dvo2?Je%$MYYHm%qL+=E^ZKoHJlV+mLML zkvzp4Bsr)M+jx*Ee>8Qz{%CphT=loP#kRteqv>CA2mE;y-+yBZA{XVbXXFm9- zjFqm_pQvWPv;2+{<1%{`jVQm@7L>eBIhDuy!FWYH@dg=>@dru7V=Ei!=ud_rqo{S6x7=ylqrEJB0INPwVKIMRX%7iv8beJ9J;K+5H&=J zsUT+~3WA`BYbvG?K?CLS-}wMmM6n?&GC~*~ITPt1Wu{9-qSr0^dDxF0_Jxgc4~U9MeSSOixlWgJ@RVL(PsS4eGZ4Z$^Hx~ovBD!p?pZB z>iyK_>8?;iVt&qnM1w7D^&8B}f$MfA`d}_mis4FEL}+KsYn*JpcCPJ<6oJNnP7#DE zW3!r)fo63Wu{>Ms7DtLRNiet3%iAejkCF5CZ{zgWeQo(5A$K5RhbLSEy4$!5x_Yi; z_PSLT8OuE;LQHv7sV4>EsF+g_A_kHgeL%N)e}9ll*7gCkcIODRo5 zIZTD^-5RSWqudNQBoAGr7^IRM0G^-g`>iHG@7@?E$y)@~K!)`bf=Y&HdOBjB%sUF`ZC-L`b@K+khf6E_?1I8=qUu7Tm%0pEilj%3S6F1mW*PJ zxd~)AvBe-^#qtw((syfBb`WE8U!eDno^9A4(K|FdhSJ=C?!n+-wz&8OdhdJw6TPof z|3L3GCzfyTHpZUxMp2G>yj2p>r;8G0FM^H_VG4{ z5k*CbGV{Hab2p0Z{}mI+JbLZ0wD2HPr8~favi~i$S*DPEg4shAx2uFs0xzSy>!+ky zdkReV7(q3mE+xH%huhZj2FGHW=qe#SWH{gc3wjJXx?#?=fDQ^$etJ=3i5JvshWwS z0~GOK3{{sNmMJ0kp}?_$J^I=@$I*Eq6(mKz+bbnFlcA zCcL;De>wNF!G2loT~dsTo&Ykl|Eee8WhuO>JfR{5+0$>P*`wAhfK+X%lOrF;1#a;| zRkjkP-bi{t>1^s?B)Ji6lQg}8yD0&Ox?kXj#|1pxIb33|Dz;?km4JC*C)yJ9R%AXc z(mN>YqtX-H<63rK9w7r#vlFMEa9LrUA|59bJ(X~vXxqoQ4^PZcRQuk*h|5Lr(qeM( z{K~gQ>e$r(<^R{T`04-W{?GpZSbC`(9|TIT4jrPSPx3(Hd<#n~azT=ay|I^8!OuXx zZnR;rT@Q}86%v)#m--8_+nhi$plA3@Kj1d zuGs|gZ;#>GCgtj^^MG;ygIWg^0OF0OPVQOA|1lJ>b9e_RH1!J$89%xKgrY7lB>inS zfIac=senD`wZ`JgMLH-Qy3k4;Ip&(+JfWtQ@w2Ps<@OeZjgIqAD$-=t`EEXo6xb0b z{1gRW(`A#33uQ1U{JXsq3al% zhK1vB<60asa-e5Y+12ZtfdzKq=(wOfiLDo3OdJ`>4{W-~lwUU!d&a)iWAsS42U^1o zJVHj|SX0Q6gqaTJx_WZ*uP_miw!$Xqc{CcR^BA6T&GAT^v=@a0#%Q!_j&GIREPdKa zm~9D?tNeB)t%QDhXTmM5)czxow!HH^hf*2>M95&@dB~Q}C^mt`5u2l2FAy3q?SAr^>+Uia{fL z;{D6^oCi=L6tvVEQEoen&EB6Q1(O5F8fFE<-=_7b!(fb=E|^MT|k3QtT$6-vu0 zYdh(x+-=lr6q*WQLLr*Lin%y0u%R;En^&--3D)!6N;mURgM0W)zTGy!C)?Qhmgh?H z$;=2mCK=LbD!O(ARMu((H-uDY_e}<@zIl~odW|i#o-9!hg=`adg+Sy>c~{mH8eOi| z8K+ag#2Y4S2N%=EeK9^le@_A6B&Q~q6dx|-+vR!7UA#=J`EllP-s!ovDVe}99PA1X z3!g#KHO#!Xxe7ve5UPAOl^N-o?9kG>3fiK!>_+`RDgI$b@|g^D zwroEfttVNry-eQ_QLF2*b7WX-Q&d>u1S$d&%=}Jwqfjpj2<49*>k5ezQ{4Lyxcyd? zhK1_CX9GfGehCJoKwP9eY`GL;Kp;%P+lrk0AiQw{1p`bV))Ym~Dc5Z?eO?C|C6~en zVukcB-H2?hX^A{`rU#K^aA@cdM?ol^CmSM7%M`+2^G2|^<+C1qb-W0u%t|pOU+!q4 zcZiw4U(;w54(4TA16S;)@;^fcQUXY2zorDb#8ux>-XB$+lVbq_Gy~_8Vmq(d8q3gb z%#9Q`z})tWdk0OjghqD=f1{dzsD=(Bf3v2D!}A#-A#fC$Z6wD3%v(KLvJr4Anq0|usA1l@6t&RXlF zd1pk~Bsmc3#a78aBUh`NK2=sOE+ix`*P{87h16r}p5~vR{7*SwejSiSgNTAMR=m}k zH++{%f0y&kZ~a-$kIr%jJ87MRNXV7B-rM0St!e%%KgE0u)(E};WD&={7Y=pJ0Nkr9 z*|-4t-de6IuU;cZMM#7@u}i=`1V0WrA@C;2>gUppLn~FoFfyMZa3ij!EN$y|K#;Il zyCCkw7}_g0mA+ScS^u6DFx+kWXE1Mi{AA4eiNIK~;sa2J2jqQ=f64pY7xKR4B+I{* z20(Mqc36ol5#q63GTy&h0|w^r(ZpdC78h}3R~(EyLPSz%w-NDl<&Ot(RJr^M)Tq}O z_;?^q*Ea!J9PncSVFl31b3FjWayyrh`~=GiN1utX#~?p*2Q7pH^_=6|BGt7wcM*UY z4Y8d_8jL8d|Eb_VHWvR+AYc3HKY;v^!SGah%%b4!n?x|n<_Kn5`MV&ToWML_jP3G$ zsU@yL5$ByO)m)cNG7)R#JPV=>&D!~czSZ}GsuxLXX4hs#sLbutO>EL8UA-x!Jd?BF1X>41 zN!^lmez^&dvg-z}iYE(yz zVyV$lNy@8->YtGR?4~#c77cQ8WRhL7GDYcWVUeaRWSo6$5=$=L8Vy~18uhnd(_|vl z{Fz<-7Z(Fg5W@ueh+%?%0QhNB400*G8nwur(avT$xSqK_d+A&?0u&Y=@MjKOtI{et z&EyG!cK)$s>!F)=1_!XP_m@rtTy*9GFz6V{zb^GBLZVMmSUK4mY@ci14zL`k+3Q4A z>f4476s_}j08@oQV+o=n0P#Cb=~ppK^Q(ei^}B*Exj*%|Rw0!7Uvw5INy)arx(9XG zT7dG$!zC{g0}h6W#K19Mb1I^=VWZgI;<_|nrns9!&xK|msd5nUL$vQ&rPlS{w3RBr zH1L3CoOR;xTJ7+HDtZUk(<2u}HC1KGY^B5vDnwuj))NYX@$A>p4-Q;5iV*Pt_lvfS zfi(t1{+Iq{z-~l|*LtJEPnkaHhfH6W>vv{AH32RFbQ}9@Nb1~}>nfX({-}$h4yn#e z2mF#=+GvS-r0f8?Fb)?eg~

4uLm|uQ$l0?1NZlb`Q6I08aT;vMCS}k9hw9Ftkke zV4F3c!JNHwKQSCr`B{yJ?tBZ6pS5+Ngj$w}rf&Uneg2LWvN$w^TF)TGlGwoVydxfO z_V8UlrEmOt?c;|n4k)?m;~c>2VK=i*`e(uZZRGEQ{SRo5!7~0e)BK_ZkmY9!U>e)v zcIT1?V+vx)u!Xc)PHy^T|NVIo5D50h#d0`axL0B94UU!(ngzEM&2IZOfP6qlxf#d@ zr2MASJIuD4BratnkiGq&P*Q9#p>HVb0dm$plE5f#8MCl!qCK)O(B{qy932MaTLdHL zKvfg`|F_b#qqzlwZ zea_5#{$w$fHq(Z5#;0EY00zUP0}fn7aDa5=3w9yo*<))((g7Y#65|FiIQQ_{=iiC| zaZjLQYrq9zRS7Z!>fc?f`*6?{lGRx>z%3?+j``plESNe@0AGcbotmnRL8e+X0i8h} zq`C>E=SIr6_q~)8ZD4`7ug)7fGSdHab5VDbZd6DiisGFUP6odEKR@ z=WIe00h$RFgCan!(R>jf=ldBhss?5NpW59HAEH7f$^8$yyjqH94Vl?%*GeL#7sTTo z1VsdqY^cco<(DPnz6@q39yf^wU$6MMKIpriEJN8ke9YEBE$l!djGfcyeON0Ikr{)c zv;z_~Pz9}xmG`Ol;NdQj{n*4LR)J{5jdQuB8p7(4Zjod-^me+GME?l!>mAly5X=M6 z!VvL*PZH%K`XC5~^8A3K@MjYx{pJ@_ld}&4H_rocf*q=oL%&xy)h~PHJ*f5|c%jPe zW|C}$29^rJlaY9eUEz3zT$jk?87F|2m+zCBOQ6(OEDc5Tnxu<+?NxXg`IZzy^S=v+ z-4I?KS?JGyTn;+`$%HF=(V~Aw^b~7i1>||2tHFr2(M&^Y*{a z`Xl|Ptp5XVM<+zjAFkupk#9*pG$Arln6#AxQS&#c`d`)j89)E6=1*fpVw!KR@N}$R2VeEDR^eBJ7vB@ro2^St-ePiPZPGh?i^-KLps3&P6D|MZ0EerR} zNNBEMlecw{L`^eN10y)>2CfD7@4U*MG-;3#PKG&}wVvIDD#QGx@ zQ8~j96@W)*7Zre>@74V|$3o-K&9CLh5ZdDwU?U0u0VxFX{v=fNQ_tIfAbT2GRIQXi zsJM^UGg|201R1z%EE>p(I+KC7(nle&s-ycp6Z{6pGb^9zUNrDZ9ro1aNpQ_+RI%;; zIpW_~d*|OG{y6V!;iYyi12VHX^SE1}`HZcNWnHgS`LLba{(3Hn4o_m5XXQyzx1Rhs z`xZL^-^5hqLrhP(jp84#id1#!5Qy0hgCApSBfVT?vRSpqE8BiNBTfGBWaVe}Bj@nM zveu_)GqTQ~k?{+qWFPeng>8;x*0$QxTSODEZyC50DH&GVDTad+uC7tIDo%er>;r|T z@Pe-&$MQAVlJ>b=-YpMmqf2$Dx$2yCXO%;KcDpZ>Ok`{Fqd)h`>=)YOiM4(Zec3RIfIVI>L(3Q>1=u&^dN&-blFSVM z%8;-0l%8qx*q0%{=&x%4%$R|fzYUgu`u^9(z@I??UZ&v*C9!w7m=m{cUx72>(_{ld z(HH8;%I$ioAKt5FE=}T4ID6Od(+ol=2b+y{i@?WIFvR?>a^4*}sul2~m7tUcun)>S z)5V89Jr3V-TV`!BZ;{)z3QU|Dtq9L=ixI@aj~ddDS^^I>7S*4 zFe$R!jg~7svjTGj)B8oqa7D4*I7cG~+sZ4s>*uu+9w{H@5n=yh!!NI5eL2-RRRwmz zcK}%UPvO)znd_PFwqZg^QC-|0VVm8)rwUT|25@s=;7<{IHvGGRfBUWAPdOgcmg;=L z@-q606S32HK0P~Ja<1J6%_lbYUsx<_^HV(BeQjqb>-@(i!0WnZcgUbyK+KxHTD1*LdyVJrDw||TCUXl`dNMpb z>PNVLO7;rRA);3uG>j=*3|%hK3(&7mD*t!8KDh`*uuT}Z$tAOlWL7>ma0wP4f|%^( zlAJExDK&N`0Z#P=JmNK~^vmbTA`93x&2HNG5ucixzHNZ+_=Lq3QJo~2=lI>5GbF7V zl!AaJG_p!lD2VeklHdwKeKv#e>%Xx9etpO@+#z9kn`bW)50I;J z$%MZJsedi8a$w`(f+G={~FOZQ1b__eLN`L-hSba z+HK4En;riLUjNOGpEdcW<37#p;#>H+Dil&+Iv#apKgajTj-4}#g@WU3r$nls6H)wE z9E;!5o98yBDtLX$@B9?fK#8%0TxwUU#LC&a^GWJtGcbWl{s&^AnBn$@g*~EKWZ(g+ zd@B0CRC$1GfMMV_tM~s-l_%sB&}H)xMzqO+WpYi|<>5SBP99c19>e-&7Upd21C2@1 zty)Y3Gr}h85v5mCSitrWl-<=@rQ=}sM}fcXfoo>q>;3($Ff`$8wY)k4m)?6*Ccf^y zuB^us&`szx)(1g}+GiP4hqw4y#*A2N%Dk_{KCydFR(}Au9gH1pms0FXs|o z&jP%%B}$KjL^zdIyiG*F{6u{+DW`6qeKu3?kJiO(Z9=Dc?{6)9&(;xvvD4gMpP{HQG4q<)g&#I zggGhuGe1tEB{Anx=8Da;Le-^OX_cVdkv#q?U|?Z$t$Q1$Ijuhy5ch_O?|d6xS|v)O z9LxWND}BdYXDwv^14P4c&6NF*qP*LMD39Z(;&^e@izf7L6$0H=_vJr8^%5*ZwMA+M zsJ3vM@hH)MVo+n$>|Ued-$*dbnuk=z*#}hQC0`Xv&{)drVN*mfYiF|ctJl8M*55)1 zEHFg1E`g1-bqTtw>&L)IU&N;lO8hFs0n?zq_p7nKEFXvwS##Krk9O=dZ9mT43kV+a zR3Cjl@;u9}m)5Osn=XP!*M92%HFhrkOs{bqFDkdyl3S?bjI0$2DN(r$VKKQ&mP>?4 zbL5al)Tp*Pb8V!P?B!N2p~>hhGb@=ROz9NENEeiaa-l~^ z@6Y=YSCKjc? zNJa^nRaC-=T@yMA>H8jH9S$2dLW)IgHb<$_>b+KWY9Sl*wA`)ibkBtu}mRP_`vNv38KR1w_+s17v^r#H^7EJl4fb836v4?p*F<$yBL&D~H@Hl|auYi>pGKr*h` z_J#>3_WDc1DhkpfF zfM{Kei0%gYe0}E&a*ZR;;rEVlW3Uq`f8VN&8h2NZ-iy&qhX1cz{vY1{@8|M6-Hs0| zO6XWABk5a@VF4Rps?G2tZi<2rx0YOR&(=3?gvdMFO&3W*2~*UgK|`c>m6^Nd@TH>| zg5Ssze++?Z#xHD_atSS6S9WTN*IQ>Ru;ajCF2Id?nwixzWz=&Y#1tg?9vbi$p5Z_v ziGF-w6q_RpTVeAMKk8klcJ)&--&r;OqA7Fzw49s3T&qa6dao4ef?TT$^t`vs2mw@dONtvk-d90?ow`OUk%AQ zd7r_SV)+=2IHWJwVgNm#jV0xV+C{vq<+pP?D134sWEpQ(rsDZte@Xjy347#A!HY84 zGAhn5jlc%LZIZ7Yk|Q_@gHU??_{gv}kT&x~iIqNm%jHizV<+EM2bVgeJS-rX=htE; z5bHr)1Sc+lx!tb#x3F*+oLqqnYzVvsKur^O@fSMRKi-xQK?R;ZA#?d7^$m&2o?u|~ z8w7^9=lXMmeFuB#vZXHkCXmb@a}T!;4YiH88(o*PCgvtx>?yrtTnG!1?YRs&>3O)C z*M{_1HQxvLLHBU)OsCmA=o5#vUc$1FhqmmFhhR?ZEHfvL2N2JF;@w zU{s?^+#@{Wr1zn}QY)~y)}2n0vh(fzZE^o%@8_zWzSmy7e@Cw`sNYx5;qcrlY~R)2gtqlNuro(j#U^qRDST+!yJtisIQf7}F>`=_H?j6|uK zE$6%gsS#*hv&CS#?@Uyb-ne=wouRq~9S~l3!p0yc;3UID=eVh<*EQvc#Yj`lj<6PK z5?t^^2x9uP0zPQs-znFnU5*6~#q#jU>7|2B-3(c2;OwKVE2B9=&OU6R?QN%AcKx&X zhBfn@ebyRt&c3d_?qwwDz5@V!AG6JVdv@FE!rFIDfRhj;!vxLO z>xHKNZO9ZHRL_rqLoWa52Ef1V2r+$@LBfu(8LTBF2(xFLC#&@@OTEyxAyDES0&Vrd zg0*Nsy!D>;b?q;Jy?p=yUni0ej0Unw^~WmI{0!WFYpXo->0d$O1PLdTp_uOs^D~^% zY!CZ^&y{>vP^9nK>#rgGR zIQcs{9$}9Q5HFWAGv^2>Pou?(-00TRGw~D8V_=(HVwlhQGsO;E-pmg)^qiX02ck_)wH-FZ|e2>|J r@O=&Dsx$9on#FYC0@goItDcXdzDAY(kq4Gg7lF^(0&8A^_B!<^EG^=d literal 0 HcmV?d00001 diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go index fba878ba..8bdfe6bb 100644 --- a/tools/trace_analyzer/main.go +++ b/tools/trace_analyzer/main.go @@ -224,6 +224,10 @@ func runTrial( } } + err := producerWithCompression.Close() + if err != nil { + panic(err) + } producerWithCompression.ShowStats() withCompressionStats := producerWithCompression.RecordSizeStats() From 093ab7fe5768eb75ae127852256ee974b99be288 Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 12:35:49 -0700 Subject: [PATCH 09/12] update documentation --- tools/trace_analyzer/README.md | 13 +++++++++++++ tools/trace_analyzer/imgs/test_sorting.png | Bin 0 -> 153092 bytes 2 files changed, 13 insertions(+) create mode 100644 tools/trace_analyzer/imgs/test_sorting.png diff --git a/tools/trace_analyzer/README.md b/tools/trace_analyzer/README.md index 123ceb41..9974dadb 100644 --- a/tools/trace_analyzer/README.md +++ b/tools/trace_analyzer/README.md @@ -54,6 +54,19 @@ The following screenshot shows the output of the `-span-events=` option. ![Span event record dump](./imgs/span_event_record.png) +## Test sorting + +The option `-test-sorting` can be used to test all the combinations of sorting +arrow records. This option is useful to ensure that the default sorting is +working correctly. + +> Note: This option should not be combined with any other option. + +The following screenshot is an example of the output. At the end, the best +combination is displayed. + +![Test sorting](./imgs/test_sorting.png) + ## Schema-stats output For each batch (i.e. instance of ExportTraceServiceRequest), the following diff --git a/tools/trace_analyzer/imgs/test_sorting.png b/tools/trace_analyzer/imgs/test_sorting.png new file mode 100644 index 0000000000000000000000000000000000000000..9daca3cd11d602b6b384aa125cfc3eae4f96f9cd GIT binary patch literal 153092 zcmb50byytB)~^X}!676#1RXpCcilkHz%T?I+?@ac26qc?2?P%?xCb9Bc!CFlLkR9} zx7qtU-#KURd;hr1GfxlGUDegK%GO)IH4*Bn3Xid$VIv_SJy!ffRuc&cg&YY98G?xp ze6y@6*#aCMxoRp%BbAR(ZUX<9m_rmTR8)}IfX|pnkHV~xP#-P<-p_zH5)x`cC=v#6 zBm&;*pB^Eh0LMoU=RYC;>q->zPbmNTj0^$JBT2oMQB(wuuT5Rd%^h5=9Nk#Q_kDnb zQ`TA#H;BqBVN*wYPNslAoR*)Ho0FSf9GjMwR@BAJLReE){(q7K|B2CCxw$zBb8&fi zcyM~W;B<7cKY#0IuM0^>T27dU80pGW?avzw(hacQtjfc5<_JbfA66 z7i!|@?j}Z0|8S%K{rjt&=APF7zLSIN|2!7(fLsq}xOh0Zx&AkAAgSoXx5Dbyp5}JC zvex!M^#Jz}=jY}Y{qy>NocZ@1|05;j-zf!zc>goyf1LSyN^Mtj7a2!;;FfOU|F+Ek zB>vBn|C3OZ>*2}&qbB~U=0Cp$>RB9HlR!YnB(auM#pAM5J zeFEmcXyVZ)V$fw3NfaH*pJNSc5;`jzFOB%v2OgeT~wkEsw#7f3}GMkUc{ z4x}Ak?(dt3?VgKzSGZ;!i|%`8pD)yjXP=902wm@NHcT&gm(`vB*w&y6R=sg`L8W}8 z&_U?*9|vP&RBACN>@0tVB}_r&*#A1*%XE<9TB7|eMF%1IGvsn(+{a34U;itshm7?* zov8ma`#*0MkVChG-TUp+N$@{!?;NsJ73XW0#%msVw`1scHJ%;XL#8*>^(Fk~yw}+| z>vN^7Q`W=F6ZO$P{_a&*`~B^{g5-(FpQU1AMUIPHPcgO0zW%upS~Du%T=XoA`khsp zgkM{j_Iqdj56o=rgddn6Uer<@*D}p_PW_CjqR6?6LJtqitw{KrjXa90&C~POi|ik- zVSFsU$T>nxnu0k({P2pSUAoON@JkbLTwtKRdPpjWoJbN-9>}9OxZm^kKTP>o zT@y-o#1&KJ^d98?-JFS3k94@1ym8)LQvG);2msQMMibiLaz*~F6>$F`bV4(&ZupeC z_%~CN(*d?7|Np&>alAG+nVwzMK|*TFbJ0yjwP!iM{x1ck2o!VR3#ptIH!I`?wO7PLwq#94{M-E<;25WK$QE|8%z zoZ-NzSTxY-hk0rU&=)qAt<}8W%(#wzdMhiy*iBZqdc22jXP*w zye&?f!4w+IDLmpk6x8GA;d>s3HT$eJ5 zc(wR+-PS-P+T}-Iv)!LHF`%6hMRPsV7kPABYIMsslqDu&*K*hk?Tvm)AB1aaxZ40H zYllE@f35C|AV)nzHb7gA71_hQ;b{2jl52c(5GFwa`hbjhOONWB6v!-o7_qz(#f8V5 zml#8!Za8Jd~l6r2?Bdr)o}SN<1894(w8%A%ZuBxge# z(fYP=w|)-sv&mJ?i!m_dwAAplf=;ER&Il`t+;6J+ zB~;}OG#A{ItSkA&Y0~8BpLn#oRJ3nj%-Wo5(lBH{X}{m#ZaF~UnA0u*I^uQ>^1Lm>XoKV1GeT0X=pnwTYl*HLls|9 z2~7E{Xk3{wvm7gtcn$hQu&A5)P)FMQ^xo4V)z zy8V8eDa5#+3>5ql{e2h>OweZug$7fZy-N1{W4!?8)~L^~7v@M(o+|y=tF0>hKV-qS zkQ~Kgk~mUa#LSuGZKfRx3JwW#N{%C?*k{A+KU*=X#*g(hg2$RFP#XIl{Pt`=7M)7=^XD!C5#A@`5{5$sKyzuI}s0{@w z_oRdF!#)}=kRb~-OFbC4XrfL_6`^kN`Tn~C4M$7!>69K07cn^35*Uf;2^dI<{MdIF z-KPz5*)`OdjJBHYuC|rul{PnB>xV!6=H?-~Ukbuc*-yc2*zymFduuUfh7&tR+i3Ny z$rh`ozU8E`PmEJ^LueF>%d-;)u_1mgv}_MnO7>8`TpuVL{e1oTglFKS0|oz&Y+0`_ z8(H38O54edh$|-cz%&dCZP$AgmBL+qn9>JiK8Ah7-5eU$`YX3YfaO=3CilP(reD*w z!9dK8nf-1c%X%0dmb6#Y5L;LF4ytm+Gr*W9*F+nW+PY(|Z#I&cnc)YgegUg)HmPVm z!?yc~aO!EiNNH%1Gja9DS=~9EHZn@g80K2-RIWoidO{fxf*P=gEuVPhb3M067R51# zG-DFH9_>gxB605%VK}eQUxJK+MCQjNCjKjT)zo0zktSm;(|cpk=+5O~B|&a@{$)CX z5fvxYL9r46*0X_jvYQt*FAL;N@CkPeKHNkpd=t_T`Xe_eyMFV9)Q&#TyHI ziuGA4#+r%xB$V}V`?r|!EEW?q(1c`8l2-?LSw0vwQ*Uh1W<#ozwqiSsB8$jM^@Wzz zz;*=DH1B@X5%$Iku7nGJUi%ctQ9qNrAvR0dR;X&1*;O*AG#jr#{nTRQ!_!~GnbX7y zH0mBqeWr0@V7Pu(c+8>>pu@bv=dpB5S$Du3oQE7 ztjYRna62@ur|`7s4OFO$dWqWj;!3IXbdfRYC?%rqYJjB!Ym5qGL zguM~YT_smqUSZWXX=|;Yd!OuCnIXUDQ9l2$ip2ND4cJiLeGk$}v`j2moEmN@s3OIM zb0b`Dewf(-9X=nc3>e~$c7Mq|F?imKxEHUx&we{=eRSIkv}NX1A?$&IR71Ai*u(c; z&rHeCRkEhzd$_<5gD=#3nCx4aCk4j8&q;y#Q=$t`WJf)UN(qg)tlaH@V$9Yaxfe%Z z!P9gpF5r-X<}w`f2ZV^G@_^;;qU+>y(&tY;XPfg2%+S z=CfjpzK|j@Bd#)q5>j_}HyP(eqwGW+X*L^_aQwB}#WxzdxI}ez2MuF(LgRB$i1EVe9=_|7-028z1co^ zy5K3;0t~g-VE8@xGV_au!wJ|boW))$&C{Ikbh~_6h{Q$TQ#+|gr%I@;% zGZwEE>?k^=1A5ZR@G6JR(|a)Io@xeZNnjeAfAmA_o6 zKf$L<5X)mBSHZ$zKoJLtLFzkAHVabmin89>j6V;(qn=}?MKuXePA{~7PPigrfBu+% z=99*pjc9A`PbnXy@B|Eb%o#`}$Cf}=N+MrXQuVV=es)zf=%Vm$;EE1Cdp!n~o4VS; zau^Ngp`f#QX<0o{)`}iAIMfZX9dXi*@$QqqgR@B#jTTXE9iGqeBkN{sks~_-{cxjP zA`491_bF0?6QQYNEy|a=_I#1P>}9X#yzM=NMMSr)d7AKjlJ|2WBDd6&$?NbRJX+X;hwx!Lh<_fw|ePX>XJVeda=yl z?2=7i1R_!g@oz5uDeo?Tp0;QpCiArtb6b%3ZEPB)uJ1AlZ|s{_%s+o#Uq$2NS^J3} zS@fX8WYyuTjAzF|{c{Uv{JK@&e0%ff$ewV#-kU|OfgWil-ngt&_K2r|io^#G>lh)r zzR_=W40E|^wDA|k56twkDtj5hValSPPxapZFgL%Z&|4C}>{r`bU70K~;?cyl(vwiB zS#(iNfz6=;tB5l09?sS`w^JFfd049CE?L#QBBT4ibS;NcI1o@PAAg-c?i606>^wdY zKcpp5OTtE2zo-`w0{qjCK$%ZmXfhl^*3MN3>UY0$<`p0l1VCwf(VwJ(iJkMzAi{0Z&L!NF{Kgo!jIAQly9s15;-1N3`AQ!sS zB|r!nB8*N~zbLiM(}%I36nIXaUzYjVg-Jt2mi$qWcYEvU;rAu_Nn0b-OJ6)EeH3vR z;~3)8-DWCAx@DUbD>yn)>@rtH5@A>i0qsAk(fphcY1rub$)zYQ-C$JD_cBCo1;HMf zOX~QwzxGx*fJt2pZ=@c5$m!H6+QZtobV~lUxN?5Bp2m$ z`)5J7m9`%_zX&r7AA^p7#tcjPyW_0U{+&7~N6sDZayfTm(jTViuX>=3ILD8O3*c0@fIX?d> zX|lYv^{o5p__@op&8^G6R(2f+^X98im3?*@C5S zT(5W9T-|y5m`nG0eD7$eAdUV?QuevFuSMJBJ}TIqzV4>bdL03AzW5d16L&Q)~*s>|NQVw3Qse3#z&It>|0KnGxfg^U&2+WtQ2gORWkXuxAc4L zM7<)awT??ci@5}b(|t<5&+JM>11h53>eLTyzdW-%q}4M#Anq!$lF-tT0F~L?!aZKX z?SnIv#(>aA@IT&ATCh6<+Fbc=zRx>#jwq&07mwg9S;9*^Jh!)2BWzi{)S6~Gs` z7?1dKP3>LYd?oC_cogK|Q0z@t@kPh+E2bdV*FLLd#V62O$ffM2->j+MvIF@ed5>hVlT(BoDmI{*l`s0EA(X>)QVtwgDzY+6M@ODIT};kK9-RM3-;%XN~+f z2f_^o3V_nN5&w_eXypJ3MDqB7bo`AE1rPufi1tFX`fqq>2{RwFF)%)N`TW1Z;R9JC zcwmI6*$V$8R3t#%X!6}G{Ea9%p`t%vsDP#8um8yHJ^d24d}Qe2KdQ4s5-0!#kQOk}Q zNOp;N#tME%WpPP;f6*6q-ge#!z$Z`XM!;hVOLtqej?vW3AcK)y7FhoXyInA|YiC2p zk)bMaf40^TEA)=)IR|LZY)|1&m!%Jwd@FCy=E7c#ioS3YrYbEVrshwtLStVSYsDk( z(Ae7V;v9VNs6@T?ThBv{ZdRUj1rLwApvq$d&OQr%kzRu+*^eS82_c?Y{ zui6j8%K@EOS+80G0QZ%YkSprcuKYJsW9W*M^&?5(Q-7U2Uu`Y#E^H6 zfJLr3nSus+2ib{#4W*A0pZ7`JIRlJI46zS8Z_cWWfN?9Cr~m%Kg?p)za+b+{3nlS1 z`Br5qx@BCq=(%QD&@`?p5>h0#YyIGWdpw}v(=By`eDR)4v3ig!`k%#qRugKF@_;p# zZ}U}=Q--Cve7e(p)|t6SLyVLKhd7((>Asof858_b7(UE^lIYt0UzZb z1Nca3PwihoE6V^_@;v(RX_$YGoxmfE>MiC2vtN7aZd^O#o+0#B2QM9p87H1D@HvtQS9C}X{-kL+}vps=$lbsZ66{@}6T zm2h8q86vCPqCA&;fp&Kft%#Cn;dZz<;2=AG)OXqkM!2MF~*jF;cb z;KlDKnZ|`Evq})zjRVaeVADO3?#4Uzb9kCwt2DUG2xh|Hqkt>r>ZuS;Gy zQ7!QFsJ%nLR)Aw*&jZ~1mOrn&d3BSTs-fh0_;V#<>_X`GO`m9QImWM}KG9!14_gYB z4dD+>NN!5_{^q#Z)lcA?Bd~)I4D28zrKDp$dW6ChR(ba=Jq?!{;F9QP_$Jy47xMmr zXY(FLx?3UufEDy37~%lkSx@HgTWb@Ir5ZVwYw6z}%iv&8d= zFiBttlW6|R1=eLBa%j7>=tsGe>O_i4R1+66u3D98f*wcpG?V1V8mWUNj?+hjZOfbF z>pPqihFiRj^YIw7xK4SvYi7S4|D=hnYMu2}nvA&y8d* zoD@2(#VbU9E6(5>^!o7i5go3{V;LU*8Gf{?FP(kv1f`GOzjbQeVnc>r#XM3D&d1N` zl(D;2tT^hruuNW0AN46DbiI&*NP7U|{$3<*J6&sif4tP=0MrkacB+~DD)o;<4?0jx zF6oE$DJIuLKE;xTorR|D%pfOm&ZUeQdm|}dVUGK>qg2_Toa&`8rLn51TVm459glOj z4&d}kL>Xlql*hZ_@7ox5S9!Jtr%%d*A;r-w>hI4KTMK<(JHM*pEJzg}ovcutE41co za@52CQI%yIS~IK{Xo|cyEQf)`pA}yIPQKZ4>a^-oVv$F?5z1Gff;}}FiOQY!EB!q6#>TESa+H=-ZjSS06W-4zBu{5avI949aO{^{~p4Qam zlTdlRIBokf>&+_P!qs*K&6KX?M}KV^_KQ!CaV9@?CvX%w9y}7%YvEHVjoCW70h$U; z{fr5YqT{%VK=QsdL) z6)HLMDUTx@wP66Ur!tSCml?6nZ@HE&qEpy$pWJa7(-2et-UP0Tqom$83m5Hzim|JpM<99HJ@HHK+KA+Q2= zT59em4%T>VT8BaxB=z2&fovYw=`&&UnVVZ+0<+8q+4a!v04ry6fp!~RYM%qCAK)O` z;kU&CEz6Hhu*^g--Pz+w)mGng&9TiqlmGZ*rGN%nbnAnr|n-L2Pzfu{9aQx z?Y+d+_qYLU|YZ(_PQCyDaF#{_^>L^)VSSkOdP?}9N*3YhsBnVr*m>j_7nBD zO9h&XaBR4{yFJlDzWv-um?l+566>@)W}*F+#@x+Bn&vZRf?5r>i}x9E%|C<_H63;U zego6A(-VuPPc@o@<*)bG(acG1ZE;iYBB4hc*iEA{eBA;Wi(qmkZ(`_TA7$Oa1D z0F$|m;1JyDF|U>)xAdbeV&rk6ldX1-)Q);sK+Y%Tl7F}~PKfP1V>(OP!cq=CgmOZy z)^>6>82B;K0`WfrI}fweHv~IR-7ZIvq%y`MFFq@!`gzme><4I*tyEjmtcO=uR-{LS zPlmjlg2=S7N-8dS6E1WSg?H#j7MUBrU#bPc?|uA-7v82Ac=gg&ANEoVD)>N(XC%r- z+zCub8;V~SMZS+i+a}JwkX;gh9L1oY?>H9f6F@58bz~XW*Gj!&`O9dp%;0-1zg|`l z>OYW|h%rQj%8oK;G8$TvX|#rH+E-QvKNdERd3T-CYJUZ+7wpTde!1W5f%(utv@gg= zsm1mXr_>Mg6{KJZjXlSwGvk2A;%iG+)9dZa z@yIyccO~DELDxE+f_S362P{q*jzCa(ara$AopT%Ax;UN&?!KybK>=a=$C_+)-dC#c z)TnA7m$*7xQ`hvq$i6>vJ)}LR0X?Bi=vo%==?ePJ&1gobx+YuxZQpOq32>X4h>`7( z>~5aaU8$0=)$A*jwUEoVz>b#ZKmT-Fk^Jc)y7I<6q6n!@sYa!xapFgWH;3N(G?(F3 z+ob%J>fW=|36Ug$CsSv-nboyDb}bhLGz&4;10v4-t;ESH%bol;w*OiVNu1VXXWA(g{`ENzAX^r(AY&+izV!nSc&y7?$Wl`SG&hXhVrb-J+8po#}f>R^;kWR z{MdN>iP*#Uq_(MWQhw@NBg~$2R2aM(rTsQa3$^u+sXm1dNm}$ELsmSRgl$Ef0uQCp zvg(PCEZPrGidGd@{dj8P>3(ikA-}nG)DO=?WeN9BxC9^#V6RP358&NqA$7x}k<(0Y z`?;xgb0|1wt~TaMu_i;|s#y`ns1KoALvgI9tA1Q$#5S3eM6-!M7U!}Kn#{rC%-1QA z;jB1$n&wPIGi5xi+*Q^##xJ4LyjThoiSGqLQ`$`D^-R?=y`o!YyK63n*zRee_H&~v z5%uf+$?J*PH~H|BdqBm&&NPR((QksKx$1m=({=_3VL;&9)dw!MG@Hbjg`JV3J zcL-eEkm?_V2jUN4j4Gtgb2wE%e;`uUSA}@N_>jDhAOB5ajNJ&xO9Bbipue5HNBeB9 zbV~S_wM%;YTVKa?ImV2%ruEar zOATG^wR|l}V5Q?_wd~d(PYt_HJ>E@nxBeQN;EpATWgh-L$}o13>In;LJ z2m0@BMaNsNBNDwm(#!`6Bo;-c9yWs_b?G86o_zUlTizO369_?*{2UM|Me#UIj;j zecx-;yIT!=W_1)9%Fjq?zFR%Wc|?tO$Ub(*Z9B#8Y-Zh>iIcZWc(gH;o`^$z^V) zi0cNYhXK^r5_lg3=uhyi=BKs7)x!_xYhBJ@;juc0~pF_8#lcgdsf<4;aVzYe?o<# zA@2{L`t^UWVZH*RqA%$AcN_=c`$!7+5Gqj88I}?bq^VDOb1C%#E;EV{=lf2qBI{Rg z-#fH+I8&xD20vva!C_LM9FaWy>GqhnVl4*oDfn1`$%e9y?!A)_9r3Ru*4Mq5Dovgl z^5yKQ25-|@Sm4+@O&eMCKDun(^jIstC;vj9+=Ao{D_>D z&+4N1;yZv*Rt{{=c7CjUasre*k6tB>h#tRk{t)ug2JmMny11ISK`Iwmk8ms21pT|A zv}yAIC0pqxa4b1EP!K;Nbj}E)cez|ojUrO<5?n{?i#~Ys(Isb{W-U^Nosvs6DNxEN zWco7$IR~cjW`3e9w*sLS*Mzl@)2w2%&z@^GF}2^m_hKe`L)&OwS&uSH5gCu_3ZF7n z@u9dM3y+|fmSui)%*4jTYc;Arnm(}$%9-oS@q`v-9{rX*)}6b#iqYv)248b*K@UcN z=J$Q;^IAmr$Vx;6FwCr?LZEIPUQEZCi45H7gyfLUj`iE4L9WF*zEy)~`(>DpCC2)| zG;3m@a3Kekgh+N8@1H#Eh%U4M3})T`$z};{5VKuyJM8z_oa6qx#wkzC+Y2URgj}a* zzp^1c_G9zc13fZT>Ln>5ika=}DSE0TxL_Ru$xQX)J$LJrBN=GmXM98X!;VNqu=MGJ zvSmhIWx%GjOXwJL1^&htfHMt-Wsid}mZ<7ixt~_9xC8Q-aH7cEU|Jd~%ZRaH_b0jK z2fD07O2i9t2O@VDt358bhWYJ)q9B4OnmevYJ6M{;3|wspaG61yXI}g5_jfLBcYvN` zc(nI{w*=37EE<5v4o0H=`<18yMN8@6DUwCmurJ2`MLJAW>|>q`;PnsM6noaDvq;Jk z3-5H@jZd*nk{{ENRaAXArlt}N0VG_ih^;&5Vcx=|c>ggVG*ZPy_l&c2KLpfgkxBTB z_@d+(5K`gY+Hr)20u`xXtQ&x1$#OC#UtUNECnikFZ0SXMOls>W@>utM2$Z7Ty|1hA zRcUdpnYSXh+~0WUj81i!rO#J!26$Hq{0IcqErN+ex$+K7@&(U-x|Xdy$Bi5QuB!t9 zNQ3#h#oo`R+-~;Pld)yp(RV5EE&mv{m+n{yW=8RGJ}ZxCRu+ZL$gG~A0-v&*rESgI ztrea=5EN-)IB}k0T#>9ITF)0it~fB>C5(ema?4FU zc=-3Q8PX1H2GgKPyeWur$VZm}R)pHx)S+yq z@Hgh=95xbzICnQ$MDsk zHBh1(bxw`q<*>q{42!hnvtGm3vnBwf+N+N^>iX!hz^a5+%IzU1hcfGPJS>;ib~bA} z4D@?<3)E5R2`MkMPJELWNlf0$xU+* zZX$My=RoHfIVM`#9m0kr5~TcVse?>*@6uF+U|rh3NS{RsbKmY#W-~-xRQ(mfRYlv? zRwbZ)8boCYczK_uUpj!M@qq7s@b`A3hr)$71=#g<4FU=LSuk#&NQGAuh2hs|ydw^=Pvj2rB#b{8XJW1P0+df<7-rS3d>eqP6Ja6byvU9;Qruw8l*wcQ zeqh%*6VMc}Q@I(F;I>u#!9iHy*=?^!w({$9`CgNtN*0w<$D;s=@LestL0~4=I&}hZ zogd;aheqHrTBOyE2ycHqXM(F&Cd3mZk|{4k3QE=+5GB^RqO@x-APibtDRpk%R8##1 z9`o9$f*dG5LuL_USnWp!NNJ{Y_9kKqtji+LF9-uD=29syMM6VRhHl_~!NzUGs$e zn!z;95)K~3xQD7B_RxBv#Y@u;jH!DnQ)~!KJ_Yla7Q;3ew(OM%$j8tLD@KVGiPD%f zJ-Q1twABaIU}h>16(=%(r)KF)L7E&$SGUCd&w%!W2R=<;_9Fs22&*r1*duhL2B3f##3GQj@ z4g$X`;4Xy~2#OZr@7K>c7z}c?pEmu(z097ZffNVT+MkqweB9+U;HM>Cg!owjzx$T( zc*3L$-d6S^gI*C0-`I}Hzd1`X;#E8q9hh_!ot-K{x%@s|+FepjP4fD&vfsIgDtGF) zUO*!C-cC*?pbO%k8=&7y8Jk0ViH+t*?&|Tz5b&QvV>-yuP?odXVd3V!Ombl18APX{ zIy)64TC3BTLRmY_l9dJo(xaH6?(~;_BRVb>;X=#JK>IjI9bCEMJcb&Cfvq6H2d{>> zTb2&d%6_ao`IMxgR*wO(=Zlt#l&Xs8n9VnQH2{b4q?wdy4%YUX4`PrRv+F~UUbBVh zTIUM#HdP}+od(Wn-oNqw!QXSvzGE9^S$V=*cl(JP7Ispi#Hb`hT$NSWJD^UL^Gf;w zS{78O%cGKWFnfEYzh8O;H-&SX9OkRKcW>e8nP`r=x$8aEqb3X<*JhvRESeTx_{MkY z+X`MS=nboV^|O>4V=*6d-Dj39d)uCsDsA@LVTYKdJRtXj=b(>pRITD}<=dmE z`l@=FS(@1?slk%fpfe0AW6HLBY3 z?<9t{EBWB$fD|XWZ|5yOsLN4xAq78*7E(;6olPZm$g0vD1%G8)ZA|H}i0zPN;Fj;S zN)#Flak~OU=wR`}aj_ux!B0N$kmO`wecoeNB`MNZlKQ6b6!kg!U17JT3!4wUlf=bR z5Iw5t$HM3&y>_(kZmx%X(YBe@`G=(FPkw`^V*W#3u|WQ_dHYan$4SEFD3elU<-HV`fXg=1`d)i~S-oPcPH;aq2@I zjjtn^vJ6%@(v;4bntbeQVeq4{k4Vs(S65vEQ|fU}xYLovpq7$xhlezLtg^auO?r;L z)}eW~J~#UNh!1xxqTA3|{H$Z!lF=7SHzt{O)8}S3SjmDiuNG<=0H{ zP@*_#nOi}U0GH}36q=N;kwwm5Q?(iDO`%v8BADwz>NEYyRo?{lpQg^_cG4`;O%O`M zitRHGh^9ng?qxa_ttMXqh;X$QM>bU;Gs1-7;pT3N5 zkI}0U%(bvTEt#Y&(r4Lpev-bDwc5#q9<2{k*-DM-t5>iZNMgtM)m38O-KeW@Ky;cjn#iBx8U=sox>st}AB+txaQz$m)TN9}(Gr_#wb~PqEtA_h z;fiy=JdtX|K^5ZJ|MU@o*;o>cnO-jo|KuIr{uCQT$wMZ>|X zG4?$?j6Zwtqj|N3gwttU+%MV{S~KToQFm4AvWm>2m|rcT&)nF*8(xv9{dc)lzoJ4K0=qHPoNU!ViGLFHdEKA>;VX}sw z)~+93VdR*-q$_=B57?x;DX=(cu^-4iWMtyq7TYM~CON3gN#^Wd$+?#pQI(=OSTxAu z(FdMFzTF*^Vne%?59`K?L)R}}Ez%9M>54*p1OC5BY`!BG2*J*oE&)BvQKe1qtD*mywx5nWr)fX?r@O3A zaBpWsO#?HHD328t+~pTyHkLR#Cwe_PlRR82#iT`^&K%xD8+9~%PEO7Mxpf0XD^DNg z@8sOb(X|tY4Cmx)v%Q{J5OL<+yNsf8&_Cu#E;{ki8Wf_om(5_LBn#cp;NIyjLjX3^QAZNHkG{P^D<}gU;F;-5D~C3^Fuy_hq3vS9+vDR+sF*rc;=& zVxF{{|L&d)RMpq$Um@(x<-u-|$ z<&hq>c^JDux1$mPT*;n+S-Fm1AlRU7^`pk9=h*WUzV0fh3#OK~j< zjShx<{{Wh4#(**{&A3BMM8TMs{(TnxOQrP<5?0kOF8@~81$>t>{)~;T8oJVtVQSMC zR(d7CM0+XanOx%RvcGmzTDaQI%#8d_-@g2Wa#e?MJ@q8RyXfkb-^K+>8OLCplg?_QadK~Gy*2KPOw8(UrvRJ`H57pwosghD-DsIuMtVzHnV z&_n!G747^y_~d)B-p0_2(WFX1BlNa@)~3_}B06W71*&kKWRP0!`W+{QcrA{C4;oS$ zXS2kz+{OPMuh;Oiz{7Pk&+<(51m!!M183_O%cN9say8lQhduwyN}q8TIgEh$w=p9f z?*=Nbwn_(Qh({y$Wh;iomaX5Y>>1M;*w6Cbi$A|vT$4pA@)eBl zivPCrqo%8u!jbYp-^AIx!z)xy7-k|!)YbnDkgUuS_{s+ZYh3-7`mQhy^=)DEH9_^e z-1khXC5_St?-NLSMGE-JT=<1TwT}1CpP~J(9O4}ecWr~M)_Y~Q4Y1M0Vs4CPFET|0 ztS+&UDA20d@+cb+K`jG;eFUR>;HNL`axdZbu-o3!RmQS* zBX7bEV!@F`rlZD<1N#E$**3>d(BlZ1)@mk@LbjI_}+5=-C{#3`U<tMB=wV%&tbpL1V0cM5;aNB_JXz z*d`TugM)^0BWMQ%^{kXVbzCm_;0M6|glnswRDKB1?0Se#fL(mj+&ZJ9UJ#%34vx`< z^r5Kg<-x_z;M^WHT$F!PyoZqAZsM1|G>&7=A&R0btG+2^c10iGW_TiR%nSoiOfN}1 znB)rP#z%@LdLUWs$ogP1MmeFe&0}bnVn+y6BfhK=Madz7>%`rQ_41ccBC-dp-k5 za2AVIqMj@z5@lOIs})%&(8$-&pUFbk6=mTvyVJewTrIeo>@mgbL7)HEZvn)1a`TuE zkZ446H7+5iXJ#B|7N*t3DcuHy7YO^i7E639B7d?6JWM5^hePxE)q%hCm}g|HLEUpx z=3qO5Ig6Z};;#v8C+W2+A&lO!ciQa(*JPYmhI4pZ#Ksj{`+IN%{3?02K9+fQB0wAq zUpwLuvXN>--j0z@qhyM|`|cqOy%C$aCE%wUP$B&@6drMFk;|i$0cf!uGx$tzNWubE z3o{+C+4wl>CN!7V64gfD3=+6hhV%MM12HdejA=7oSgIPY2Wm$rRerIr>_n$?DBcp^ zV{UhN-u_eol^~Mf{nfl}28ckZ2Z+`FxlXknCbHjBb4|xZOqTfK`t|Ztrbn1S5dH_! z$H9q>$$w<6`rA(%c#ty6P(Qy1B6>gt*2ymv+dP{A(b?DMhk)!!e5Y>Okj_B@3$n5) z;_MyW9X0nzjW#(TFa6MR&o;D`kaRvwi+j4$Q})d=a>ivXaXN% z7OBer@91vPzu5w$=uDAjT%o*`$Ec)z4=m~muO)NweKX*zn z`Cbq}Eyz*1ssbYulz-#^?dAw*H=x$&kC-;bAqj%Omd~<1NDR^Ok%ttT#0zLCI(f6& zfW31pLE7j!KIGWd#tlax+*cs6_Tm+Trg-o6pTU`r!KmAw>Z{-i_e)?4yhjF#BGHQ$ zO^h#bQwg`@sOlz~+zC5to}l^qNh^%$_EDB(RYzl>X3=8ScP>JcryIY=4@PHgD-7oT zq`wA05IXO|w~e|OF!OewuBP9&0a37Tsnkqd6j=GS-oE=Rw%xfWSR5F!;KK1>`%giH&*1q2t|fB@P6EI9kFka3>L8a!CM zUR4e`UG-pEiKhlQ+!mk}Bb75rRN;>oruAf?Jk(FNfkWUc`M$x51j`YVlqA0OlMkxA z+!j;czN-i)<#q-xuuBHfVM%No!L!O}8rLD7vC*o=s-r+&s8=DQS}-pA0_HQ8KoGoA znjs)h(W?_Xcc_c@AUJ!afw?-j7yI=W-PY5N%A|(blu6+ZiJSF{=qieTAvqe||3q@&ubM*E zeo1c+Z*ZKD)MX153_r{;GtZ)-SXsvZhqAW}i>hDvaA}5+F6od4326q9?yjLr zL^=c=1j!+WRzezS=@bF!loDwLq=yt?2x&ZPe4f3Z{qF01uXD~9FXtmN&a8E>`~Lm; z?CBYN=^S+t*P(2JN>~G2G!Tt1DgWkhkn67>v`gEBJ^J+k#)&m@8>rcBJG4T~0ug#R zsb33wP*MtECqneOyn(JmLQw$S=il+IWBfS2IbITO~O6D z&}XEW-PjBEn-`}!zwfB0+_PA|OgqFUM@th2RY+Yw(5j#0OKniUJ(MmoHEz})&WJY4 zcZeua|E*XSb}k{9ThC7ATKQ8;Ne_HSoude9o(1XDYpsQfu{3$rv2(EZXYE^(STO3J z)IN4e_johqnj<_VV(k*BHqzIQ|MXB>5gx$@kMG1ZJU$w(S_~I%QO}TZHlS8C5j#vYg zwvF6eBN2q#BlkbLtvE>i3RCz8dj-~xU?u1&Z6U(7+0!m186rcOT(a^?w&qq@Lma6H zBu84^kTkH`AIMPgtAUGjZT}sh1WY<0{z}Z0D4BL3L&C^x!dt5VI2MK+W=&DGYY}fF zdbBbPOLbD8XVj`^g=5xM+F|oVysA!pT$b(PpG-*b`<(gJzS1<{j$F!vKwOkCL(^ZB zrAqUGaV-~{StG+ZF;r=VXNi_u*Zh)`d>UW0tf{>E-ruQ9NRiwSu9tF67pbmNWg$T}XBne00#rd4+EMVbKoP8&+hF_=un0+4qr0pcBXwb zFu3~zKTo5}3lJaQN49J|T-XvYsG`Z?e@VWq%fgIYWx|lV!AED(q<%@RDH|rRY|K&% z@JH}4p$5TOYd@xCBmIeK2j>L&i+6Mj@K3-~@IZa6b1r&oyWg@J7%|KTcJfO4JpEI` zJvMRZz;;I&z5Zx=h(WC0XWYcVAEU$6>xvpbI=8auWz(t>tlOYL3}~r{POUIp zC;}PT@mbt<@d43Pl;-JFozB*6icKTKWPRyb@#VylpL^Ci-la{JRFUKER)+^8Th*e3 zUAzp9d-}pxjiI*wbA{jQ3-5NXCv?qjtWa;0hm$nJHWW*JLQA!i6`D>3KdxVS$;w$=bvv$|iUupvKTDyVhK?Mi0dBAcVLofa#ML-S=WURG#`{T+K`2&s*#bN%KIK!hm#UQpT16& z&@&E_(ghQUZ6H*f*bVZ!=GUkTf`Plg1w8wc8xqE$ zx=6)sy#JX?qF%8cK50i*{Flv#+TjWZvc!S6pcjFvwxkcy1bPb9vRV7#wmSdxi-J-h zLgVfg8a?_?MSTF_dLyfQfLCK6s`E3)g+9o&?WFv`cuFm}^kDBLZOx^JsMdPX!H%?~ zrO0TFKbDWgZkFc#mZGJE7BVMbt3V9XVk!DuiQ|9!~fqrg>4L-<3 zn1Qn_tC5R8bbM20;Z7sZ*9RZeu=BlO{VBVyroPtqbOk{($|W*<09Eln%W=7T^8AGA z{((!b<$B9X4r;4|d^|SI;rGe+?eMqc?VB2z#ZVKowUC8m>Wi^VQO!xd)q;yFKR%{V zTrl}dOi(qqE(z63EMJt!g_kA$+=DY0a|saz-F$f_F$1*@bOP=T_azlXrD~I#C&nL& zTfhIl-m;(bg!CX%6<0L}iu2M5Sd9AalD*XNE$|G@Jrt=bIin(etpexV zogD8E=PYE3(>bx2gzKCYT~Cb1{>8?A=l_e1bsvUc5D~olqGu=Rs^GP?s;t8M&*z;vk~_G%xjS0Hz)Wc<*mBCbM8E$G?g zk%3+Ur@A~SqbuS;rK|ObVRti?{=W7=t|d5l6BNgTfyqlV z(W3WILi*}QLw|tak}Gl=?)45IHT^=ZCw#8>pOT%mI?@eZx(Xp%!A%8U^u&rS!4w3=E@tVC7eJ7OQ0neF7RC^uU~r-Io;ab3S;-?lO~6u#F3BMKx~ve#bG94wY+ud`UQZZFtGFc5U0AW)PX;dok52n+L$+*pqpsZG=S7WmfD76t))+vqi| zuZo@UeKFvmz28A_&~x&vu#g+sbLVF>o_jn+q*@s7iJy7tID(T$BvoJ@<#XC1eOWMA9U!d?&cy{P4U1Pat*JMMmHhcP(WX z?Q`+%!#sOSTY3kNZYMzJT_RcMdr1(QBHKsvYz@vi{MGian}^bDpO`~(e+MJY!3%?% zBm$bK?W{xlR2#JlB_KO>w-_XM-+h?Z2Qp(HaCn3lTj^g+F-{xsWUhIEwa-{$_0C2K zpnYf!EHwudr4-3M$D-oGaF9!XqECTCRN42x(KYW14FIl@^Ve5eGGCX%4m-MW=wQvo zJTEN+#%=GmzkT*w@1B=S?{1H|YZW_k=dFa0M%6b!r#0(z+`*+Da}c)HFCt0G1v*1w z%fRg7{wnQ)M@Hm|B;o0`>DhkoW7SuH1v4skhs%?l0%ltod!Je3%4T-;c?P>TzH85T zxEnS@^%7YxfGAjl!|i2)XtsLxj3fmGmgFa%*n#)e6_xcdT4Y@9!2RbNP}SckPDvTP zq|-9^<`li368je5eJPYwKQ9#DVc}vyy(CZ)Xb%(^n2WJhP~c(&-Ex@#J7|8Wa1^uW z1-ZRX6%Tda0x@O(q<5=?m>lsMx#0HCHSc6`6^syhFBfP0@O-wFY(u!e| zo9$y7N=Sx-->X!sUA_1`R~TUBHNA(1fdM3I?3q%u%XCwYm%5p1VCnh;b^E65!Kyu< zE5w)qrwjnTo{dOp8p1+FGadcdVQ5mO3=F`soN$u;_cdZo+O)^)um^m-5aj=f+?I() zP}-b&X@4tToq1?6W;ZVOI_g1*1Dva$%_FNm#Y>++a!2QxLbF|gVtyv5$2^*>2P=mR zoyY80vhd}*p9V)OIo^T_i|or3 zqOCpKPm4TjC-aSXVk6&Fr|bhEX5}FphIq^=YC0YDFv~#O{6cJiP%$>QKG zG;BGpFzyUURo}4!CQg^ZYn>D=A8n8;l?i=i*N=q~L+iUA?BAV|+l9?wb`;yzP9v1D zcyZLE@YB3FOe*^|+}_yP#xObW{f87M8}MtJ?Vc4tUmdKu``3%b9JyCtdyLQ;hNxdU zu;NPo&F7d?&|wd-64?^L!hPYGeUpR&}dyrJMSUCP#!dV^mb|fkGji z-PmDgUo-QEQ^9=K4rEg&r7In-`(qp+Y7C)!xXNnOm!xIJOzz9C*@%IlFOSRq$yfa|=lZESkJdt~_k%YC!+tt6`$=BoBf z$ufnMd1!tjr;&P9qjyLxCRxCLpV8Bol*Zww;<=NV+3#AdInt3!kR#uM5LYcVMUQ=v z@BaI_n2^CVO5^)qX#tU{>W*6lb2VV}TGl0reV=?aF!H^y(zZXAQ~MJvyk~;=)G&>s z`6T&_t20X{aNSr3h4OfF$=KU^utE^-IexRG`EfH8Fdn`DP$qJ^%)|R@0fuL}=o>UF zxnG++!7_l2btF3rrOZ?#wvPxG$w;cK|1=`{d*!)W%{-?biuzsHqo|)l7HMCT;BG8N zp9Ud0Y2O)}mKv88*LSW{2sjHEq5DdfOa@itvL(T%k72}5kKB1C**?qtKpT+VaEHJb zr9Je?UK)p>|GKa`#>)ya72G$5pXGwCY?M=4c&aXW`Gwi@@*p z-wsj@q?ZTJR4vZ591kNT0}LEl#0c8|L$iSKLc>pkh^nb6Vlqd!+zWO5N} z-u%dST=CT4V}GE}Th|zK_-P|HHB;EYNtfxN^{ zLyZJ`idP3YN{DxK#8f8G6z5e#CBbfG1p@W`vHb8ro4&!N>8M1^_ryD*+S1R*%h~V= z$g6TU22z8<3sk<9VOr4qBf342HnFYUC?k6_G8j{OkSxHf4~m0?eIru1V4ja@qacXy zP4$NJ(_SMP6c}cZws1}ntIEMc>cGLF$0ThQF@qA(M}ss`3h3i|X?m2_qWdTK!B3#YUn16ax>*g^G}vQAA|rUr+NK3MlhT?L-^+EC z(wexl4U9>Jy?ICcGPkiV+u{-G>g-Ff#yZxqumf73Oyq-0THf?Szp@~9?9V*GRuEuG z4vF>kLmB2p{`86FY+HddVgS$ehh2m(;He3#)*6gij-2;AwPKiTyx9fC;bZ(z&6HHL zBZ;Y{Wqrr;Z~8|gg~=q$`lGn7iPJ>#>xee3R)X*2H2-h3Js;=^UsQV4CZ^uZgAzem z8}jozOjPI;pd$w#dA%9A;Zmlj4$ca%Y_kY1xKh{Zo_88i{bE#1iP|T0!=8F!-uxt& zpf~lI)3SK7MT}Ect57KN27N!0orG8ROp65M24XlQWKt*$sa4G|)YjvuQ)>V9z9#jo z?&K}S;SCA6`!?`q9mc>X_jGfVl%2dn*y45c$SzjEyxG8GA3F>Bi{mJR@TBShe@(}_ z-KxJpqIN^8IDJI)OnP}(Xjji`nI1ex1@Gp)>W`0Jm&ze;C@{ztx=GGg<*@>HHJAHd z6DO>Mbs4CFkX#SA_!sx6hA|$U-+9oI0-T+tlDUXLKIT`GI^DFCW~gS+W2}ulBCt zO)9)nU@mh1s!C+m)(4k7p_AQImQX+e!;X?5stKYOZTygiWts0`^54xuU3^%LGl3gz zlFZ3EdPjlF{8vKX*1AQ$Prke_H!#}@yoc=IQMx2ylB1!<5(D^~L<}{66n6nQl52nm zW`tWIXG@}p=C~9#XO>g2{6&|U!XS?R2ca5VHoj~50D^XqGJt2oA%}$Peu666Y|#l0 zFb>#VdX)u9&F(Db0kW;4`LB}>Bf0sH)qpD3J*@i|H_W}Y&NLOt`9lszDQUXCYQPJI z{zVS+{m*AeX|S;(HzhdnVKSe`?6ITLWS#rftM{P1Ivn4xnzdcuT@W@bl8256jx2bZ zPuDCL7-RLRoNgES5^SI>Wp|-+}G#)KPG^E?0z?}82}-1!l@5B! z?w~{mHl!~Y{m`*d`D~fMadKXkzGRj)EOd{!-z_?4SlyoJ3v&EIj2WL-5 ze(t2bLx0Wm<{j{3H&e9P6_8tXPDYJG4r>`tHT{s4iC;Ax%Xk$%t~9fg9*IV{--k3@ zu~%ek>&ljGs+-kj*J&8vtbD!vQisB(iSD|P<8u`b)yn(zs4p`;H(4j9t6Pr{E$xn5Iu1BM+34SGVSGWTp^5~oDK_+JMHgra8kZ9y{s zb7u|pN)L;%N<7H#zqZU!!*lhI_mRZ@9$F zZ%@koy7e6?Etcr0oO8oV#7Bkin5T&$DRJAI)E)HWd+Qp`?;0@iCzD1Y%fn{`B&?h6 zm^nA8kFQH$5a5S)BzDDOGmvwdi%U;%hSFD217=#^)1U0%+=)dQl{7ZT^_Fir+gw%T zH+Otd$PtmV4R5}RV`KN1%f%EJv>h0-3>the{PDnOBPkln@CHx*Je14%a#1|3aQyGIO%za<*-eAK>PBqWR?; zK$K!tPfIRR&&fMtg9N1}Jk>d+z9%24$_X5~eQ|hD_&e$|9%uF!xQ;G%FD8-1TT)p` zS-O@g~w{H$4&O3%3QMM&bf8nU#=e^R74Ou!=h~4_kmLQ?fR=VbX z7gzelBQBls!`U(YHvq*k>~bb&jAi-$B0u-Ft|GLxUx+JrMh*uTxL}wtOM$3=o8{1nkYaMu#S&^1>flx+3+w`yXLCF*HlvPQ zR~|6VZd?^K%88%t&w3*3nq||8+=Z4Ay-}8=U-|}2(?td?9@h%JhuWw6MGtpM&>--O z>(x&>$$*0(n7kDv0)Dx9pG!Cl5PIj99UE6KnPj${-DI!{?t%y_ZI!lw3!x!k!LJEQ zJP^R2E4AZQZoBdU13gEM0tbdoLD)o7*|M3rmP#?62BodW7luCSS9CYzDIUTaSq8TL zIq`9B*XP~yy*HYEa2w**90-0Ip&a7D?42U>tO5AY(PWHF1tIRf`F zMV@Z z`^3CJe^-Tw0$*;me%#^4OMto0Q0n&}8@1ajUcTOfei-}@Vi@>`7+S>r7co?3**Mp} zboLctw{AvuSj3bv_S|Li!NycfE$C2b*c0pZ5$WP{pd*;SD{zFE~F&q2x zRvu=MY8<8nZs$kEtQNx0+}p}jal`F^TP-3WrniW$a4QIDcu7D!3XF8Uwk^c>x4OIf zx4DNyi^WbsO(+UbrT7T24P10AKrKdRn}z$WiMmL7@P zjv}>9ptl6FkKEC%_D@n-Yp5fsd=76Dnl47wxSz1&6i>9Fb;ANh#;ib()l{_(7xR0o z+oNb~4;~;1B_%E78CKGWGye1tN~~Jez2I-DPT|0_?g_6Hah~fXmIMF4pv45#*$eN! zG)^06MxZvlT=^A0b+Znm;rH)zg@%G+`FN=z3kC|?%eLWn6c!CqWyKEmCPmojLP4Mu z%1~N`?cLI!DwD}lpnMQ|*}nBu5YIST99n{XG+I3nS3fJXu!FqMh;vpK}fQUG(Vi+gN5LGk9;*H?A!%%@xo7WEkzW z!(0=xqzW|Wm&yd%oAJk$*#XVw4Sdvm}qTwHV5p%nfSkDKH zVETus+h)hOwEzlwk^y&G^g-{%;}5{ZXO_A-F!jaFw0`>X>^o-+PGpf3<8@a+HH-exghvcF6hN|L?vTd?GBR|VMQfCKeyp80Oo<;0c{Pp$Ca zF6%m#-@AcvQH8P~lLd3IJfr(=*RYs|!D(Vpe|1!|j6q7A3xgidvnBtnYQiF)JL?~m zO)^ni`k%B%gBxWWz{jM#Wq-jVK;v7@_+N>l4LeLK&Ga9M&xGT@B)&Z2k=@CA-^D1- z1aNPen+)r|qw~yIwbu=65+LPZbR1GCRY(pKJ{nlvVuSG=`9x!EzT;v+j(%xc>CUNwoKi8%n~K3&x7{eC zPs`K?*vnIFDXv_By`Np{z85R>!6eA!h9*E0QFNm}-<{Qw$my2iw_8*p=zuS@Lj1SU z=k`C1KKII8`AU-d-6(^0V31VfVq^~o8OKR!C_;tsani^{9N9TqIAEd#yhO`dwVqiz{*IRTMkuv!SsIntvWLsTZ2QsF zRlCVP_r;`|;h`smIv2)^O{%`1Gsw(za>t0ECMl|IE(rNk(bghe%6__)nHxPRz-a*n z9kk{{u07gMP3}H%_N?qG7Nn4Y{&*Ws^cn%ApICxe0+mZzpCF+Sp8+2eb`A}SN7ax- zgZiGyv+^^ymmwz_7ypKbib>^$i?!1VZo~!zqJActUb4cuaT;LBvM+Te(8vV!u1cKUzjvlra6 zFJ{`JamOE?ICw>+E9M*g@h>>wk8eet+4uv71u}|WFd}xv8QooHLa!mp<$obWCCdSo zjkms6?pAFE67@JLrW?Ez*UIVxTy|^Ys&t`3o3gOrwA54L5nqP7%EZTG^$g({0rD(- zDjIXv0aYMxH+DVwynPjj8R^l#OhDGJ;@>Cpk$aO`Q=Tsp(Yl#OLlTrRTnx@ic62w- z05uT27mCOh`>fBc6~P4KkESGn>E%G615`ZcCj9MSLstQd&NXNG*8=23X|lX=&3;&& ziZ5nlLk&JFjh55!a%f*NX$bT^%Yk0L;?hC(ab`qAKR@TxQUmn@hTx}v48dLEx*P(9 zZ55<~_mtqDK-RIuxo!HKIfL`JQMv<}4qR+~;l2qZGijy?!p4nR@$8VC>Jb!gF}3#X zF+?i$-YV!MXw0r*cMr{!9&Kz%~{O#^vV+UiUFBlqwW==FZ-v?b$RJhr;lrEO9of3=0TBD>P-!Dj8L8#rO}Ghz== z=9@rqW1!r?)4h}k#sgu?{1kY_r7JVBWE+$r|FgdO$|AE(AC;;aZj z;q51UEe(|FaDKE_jqV_`w8jgGY&`1-H4~jmLG6*&BYD;ZxLR_(J{1TZy*TWz`ju<- zA5D-L{3+%$P=NC$(_DYTU3XJ|Bp}EXVE9;;Xj-;tPGo;krXr#8MDR}m>-kP^z^M5# z0UMJ)s_3m>i$*oDZ$l|*OfdP_LMe4elshWLSOo3=ZeXSUtAW)|Zc=8kwX_c)fz&%1 z;Oz;4VfCNjhDrT-ab{e>ft(?FJ>ul3_SIBdy1j>Ko+z#`uwvlqBubup(8(k-CLjSf z3u5;4LbS~0el8=QFnhHMP`>I=HbBd4f>`*0MaAF{UD3*UmAEWFECGF{OR%$pxljfczPSeB`Rr8>9RXrMh0V5 z>%^uuaf4W`V0z{X{Vdn&lhD0*3viv{As+5yrl(lEGo$b01i*7MEb3o>OJcCW{@`PT zeOc1WE?@f&eTYN6XixSzDKqCjS6S-A;HS!%r48F@e6V{Q&t=UY6+C*#&Y0HYd%%}0 zdKFp`3<<0fnQB{DbY-ZuHV}igark*A&pnC>FQ#IN9dZKWU7J0AOoztQU@zoE;-uVz z@9^5mb`w(_=7G@tb>8E|_33i3Xy_N&`D?MwM)oE7PSR9H20sM>jY@Iu=ZKjv{{k5}`1}z<;=rkDS)7)8i zmzvzx84_C)pEEjN>JM>kIz=e6zaxKB0vs9vo(!1e>u>0p6e&N`7uxHqa+Gm|%aTZW z^V)Ih#K_pqh?IAh*#OiJxi%Z`7KD1a9-}r_XZfE=Y-*W~CI5CGWvW|y;W+JG&iNHH z7Yo6JUX?m?rqNk-X?Mq6F$H^s?tk{M5Pe&}u+&O=JH&ccr5H4Ao~i=c zYM?hZSFXrCCKAu{*%|T^Kq`w@>lbeSR~K9Ozk<9!U99`$u>|l4m8C1{4n+0OSsz#= zD*?D1QcWEasAE_P;Aj@NdNEHeBB->L+GbG#;WyNY2=(vN-^~5jxdSwISU9(z0$_Wa z%1{3r;)UX=00$i4;Vd>h#o}PY*x@!PGz!vrwN}K7I)3Nx^9yJgup$d=553E8jVnsV zr(91NvdR0C4a*Y|;;L3A@J0iTV2g_<^hcWOhv4|qv&*1lSJC!X5z)kx@{5gJ=X7iS z(UTlyWceUwiJvZV`bs1_AlFoVS-WQDxzC01vU>2=k$SJ{er_SDsaKCk>Un< zS1UM@>aOoEhGJe|UTZ-)V1i2;xl!n0(f9NqU|u1S0Q+FOBER&eYb?eISc$h>5R*FF zORGBZ`00PbybKRwHt!!RHa&|wn#|kbosd31hBp(0x2JBq5?wA9M6p1<%#j-#amsvD)01W*XkTXy|E0~h;ry8Gp z;}p)Ab$5L8AR8E6&)GgPI*RKcXg#eR&RlPh_y4er8s+0N)wwfbwFl*<9?ZLWUY)4J z9ucJ@cXOfwZhY(20JUe``|>zQZ?qt}=d5< zzM3JCTJF`}lb)fke1U4Nl`kbe?VA>41sV zh&~wBO?Z zfFhU|%@=UgrO&+I`?nx?o)~meNb)i&y3}JJIeTmKx6=W5g@Ze$a~c13%$}8(-isbY zri)IxiuTHlIR;Drp4t%_dpPs!WYF*s=}(Fj=7O+K`Si^1u;5W)xUA|}`WtaHXZxNP zv%=%x@1hM2AIBSrO;0a=eExajd+F!*+}Q8*q*iU<&U|+G9`p`>lvx$9Ui|tNxIRNX z9I#AJU{RU$VU>ai4|vrJ_m%BuYmIA=MmfveoJ_rD!XF!S&w{qHhd#$ zvFCR{sJ;~HR8y*Om2u+XuWaoePo-emBRk;ow18s0S{<#(hIu+1?=&N_g~K4;1hmSUGR)qoXUl zF4cYws~;jmUk$L_^@ zgtQe(T=V3WgMv*v%c0)vYJ`OA1M%cbj%`tLdxr*ffqubTmzc<>erQ{k!Ebei?t@RK z4TXcf9{*cm?9YIv;;?%1doL zIb>=V5Rb1hG83sT0agQbhw<^lItd=>hxBh_7w_8I&BlVWibC~Z zAtIR_C0vvMmJV1@sBk|-9sHN7caLOI|B%EI;9gEG;~JB|HUPJVO8L(g;GI=G$+MIt zXcwkMR{2;v7c41QW(zMRRyw2c7iqnQ8+4U34|B&zoXX$b6la2IT$1tnXhk|@dq+ZO zNayw4SSX0Gf?@N3y36hccpSp$8n*q^$*y%wd+PucdJAdE_$tANkB9?z#qxH1Ccz*< z*v^pr8TyO=#x=sFIbk&#SL$zKm2tAF2+QyQZaJ~oU=N42I&o}xD|vKx;h|U&vAz(; z!ZsQQ8cfpZE_`;OR(*|JW9KmG7`7g+b4KqzQei68sg$9ZAhQd^ibT-yH@hf?(R=)| zQ_(4&=Jb2H{+oC8MIfgYYx40H9VUo36?v4zZrzE$dOjUqACHen$SnsRr#2jX`)vuB zicamB%qKdw<>!o4w6*+A9-ps9P!BgNGYlgQ z>32$v&*644VdrwTC%vPGA_b2eL4;=A4<&8QtngSuJ{w0B1bePvuHJ@g#*kqan=_H_)`}^hI!?kaNdLKQ zXs^##{^DVU(y9VW$tq~Gs+|xvFHGpRqIf9AlrpUx)7vL~XQ#$^=a&>csw74@k#PO| zjyFMUYBE)Os|d+jk>aGQ2yZv(*y2;uT<5bjce) z+|GkgVpf(|>)=U))YZPFzK8|7VLV=Gd}$9+P(4=%*91h4^cvXgW$Tft5cPvY5#fKj z;f7YV;QklG!vr@KyN}FM*#1Pr0nO;sq!PO+)WCY*B0&#N{1KcP!ogd4&G%cMx$MCJ z;e3KvNw9;yDorHrTCuv*=D)T8tcCR{gzCSP&?r=<(g333jG?ZKu}K$+$oj3YnX$bx zVMqS8Yt{R-N*}!h9}AxvwL{`OioBg+9)CUD6pLYes!B$4Fl4mwd|`OJoaw1%^&egF zC3R@JvBF=-v0vEtYGIcc^sPmVb-DZ&&E_yH!osuNI7Moc%8&eUM3S*wiqT^19B}7) z2%Nu^@egz)M(AGG&u;_AIK3WRp{9rfI`x_{fzedslyWAp$9wk#&QBHU3@dL?r)5L* zD>mcpVLF?*6l#QZhxZ-0UsC(Wjh%AQG`rbD!Z`Kr(-^k;74oIc1WRMItJp?|g%)F} zm>9Tr-hQYC(L(O+kO0SO7l1@A!5EYbg<6pA+S|VP1@vG~spC5n5t!nM9$dz0Qur#> z*(PQrM0YoKen5^%iE3p9)qEApq>`+O9$1#E#Ns$6Dat=0#)+|>xP!g?44Ujy|2qmj z^I7i;H+|za%OI0X*y^QTTaO$GhBOA})ty>kozIxt1LDH67!Ejz^<}fqP+{?jI!Lx# zw3o~p(S2T=7H~6eJW~FW;yI^a)b?PZatx;9Piz)uJNb>6nOZdy2vYJUo{|im-j%KT z4&+HJ5Et{J;^Or|a$PV>+D`T=+A5_2oX^@!hLy-U-$l0PJzitwZYTFfEJ&Pki{VnRAb@Oh8QyY zeVpJ`D2S|+r=4_kXdiC}KE~;(iK0Kp+Hj;TmB2JvR zuM=4KO3q(6qv5ijIWAR`e;#J%U1}x8&YPQRV=Oxy{sO3=5t;CGV;;UOze}c<7%`rL z1jsw8!gu?{W#6C4t&WVqD3*OWG-P8asm7&X1l0G1lqZ8=($q?Fz!Z#}bNVmSb`$Og ze(Nlwn`#k~^POrSydSaU4z|p><`>-3S3@gwlW*fp(l_DQIWy*zt*5f4i%c|IU&ZzB z@ugI5*b4QR$JdBP;#V0W&2Fk3Cs4zC_^$EGBd(OhVnY?qH>e09WQL~r&287Nd5lln zGHr%9PTe#8oau0~*H9Zt_BAq-(yVn%BM35PK_iCxhHpC?)7r4`7- zF=wrNAdE8!YO-bZB*ekSIQC1d5fSqIe0}Pv$H3S&8<)D9M6W^Ifiyn40wEO+4s+n{ z$6_CbT9-}1J+Yb+WZjVi%b;>pJ6fSU#Qob!e5YjAO3Is`ZO1xwYm9!=`oicAcVcSP zsMu*7Goi^G+OJt3WRM2~PX)+wZHs$j-i+w-dr}d(slgISL(=)UII(OBj7Sm!sP7vp zv%3Gn>o*kxYGn*Tz@QohE&w@i&~9yeB|HPWsnf@nrm-zaa+%wyrgUx|Hwe8{p6jKw>6VD$oZv4H&hlZuX*V7!XCktW^`O8j3VpHFd z{h|1db%3wdsgOO4;WWJK3;vXE9b=(aJ|81s)ca&DH@9)Gx)fBf#<6e(w|QaYV=+!Q z;21$?p#8j#)6Z-P&7XhwQ^pIc`B+SmXXecFlbf;9!BHDwS{hUa{gD$o&~MC2u`_Ma z&u6`xVxy+HkiW>ZVt9x51L^u>%5Kf+C|TWk$Y=g~6mH&@Yw-?~j2A*%6IZ#95*9~W zS}qY35*63Rc7F3>{p7aGMMN7>22cTPNYfmF2yj)m`Obe>YGV`i*i0qKA= z+9g*h7)66R2<>wp2@X4^>-WTB!cX=@wtiKO) zkt=}c1U?oUF_Z)EkZ}%VU8^8y_C1OCP$3TyW~=$d*B@1Zk<7RW&3P-bT^ta;eJ)%` zRP>+=`gkufFiNB%Uk$t~YRW5N4ZsjzSQx?hv5h*m@GtI(#26Tp&^7jN;csu%R*8B& zhl2oh0Nw*5pxNmXI0UB&`~tA#3RPtAQ-%V!6J3r6DW2?y4oCeF(Xw5<#xr+d%a9c! zscmL6tBrU;8nl!=(L1+$Q2{N`OE5wue_qn#OKH5G3k%HWSLzBuV(0S=NPCDL$u3Fy zaT-4ixU&q-tG7F>?GbUO;K`k;i@7T5Z!TnlJ(!QL!_0L3;Rq6peXp)QtPxfmkq~xvQUw!VtaC$;%<)onQah@dI@Qg0Tx+!o? z{MgD6x!dR-!`WIDZv5FOU6g6(xXe3DD5Z|RhH!&16;4xwB9pJe^*WHZT{PXhr2v`y z1dz$NT~7SHDy|}qk%y4#KoiJ)qO-z&jw~BV>qe?Z;>#F?hgZ*ktbFrHo!TA@CTIu( z&Qtu>$WSSAMM{+#r{X>nG858m_!k9opoi$a!ON>xwo>T+P6k)q!uH006EzC%qK_GinkK@ zu*`fhhA3M_0Aqa};^x2k8QsiFI8F;aCkCa)8t8(6e`;6Ko4D!8qtoTV)<0N-v zU051hWxh6Wx(->Ng-dM`)zGf0wtvACv{|N3syoIgruL{#wHzCu7c%;C-04w1n9S}Qdh|N8UQ`>FH4BCxw|vM30P-=OkGz(wR?ae3S(=k z$Hv}SFpKp*wKv7;7cvQKdJ$+k-~NV^Xe73sn8~s4&z#U=c9a2Z7%IyeGQyz$QE{H)A>*TbqjNWj6p#7+neon)X_yynK(2Z^?%h?a+#jTm>wqI#;`e|3c z)KY57-JwCx9U0&kTA&UV zX)_n-=zGS#l1(ln)xvxB$eJrFMt5eSqRpM98VGD%MjN*G_ukEzFl5+ z=5gy+1lnaJJypxxzUza+q{$d3toLiH#bI{fk8i1Dxn=j#p7XmIT$qi!LQ0Y4Q1z+P zy+fe@z?dLmlsafTc0qo5V)q2ur#73vBSE^%`qe($VKjDYtr7V4{t!A4&^Z6?m|;m3 zmozzlm5=AW1VQaOlS?Q*W2_R_pDu)E9ZY zxEo%RRR)1_&9`p8GJrIN@RDIw%@3ITNoL$kKyv$k_&V#TsMo&hO9&$%T}p$%z|bl!9SYLSFd&U6h)RjlNVkBrbPEg( z64EK5NQZPPNP{%I*Wfw#bB@n*zl(p)I-+k@9Kkjx_hUEPV;hcorUR~nY zM)W|UVB*9l{j%!sq>>rUw)SQAQDR}2r(&4+_T7MGopPe%NS~ukip$>>*t-R}@!X=L zMOM0)Y%-*2$?qPwUJ;5vMbi~Vcbrw))1G%ec>reiY1$OqCt~b9_V4NaEp3T!)V9vL zPuAzz0d*j9;5BdEuI4olkIcvn%tX~%Fk*Le2QV>6o@9S=Bg=ecZ|Uvu7Iwo%_y)qVl69f9;y6NY4y&Q>%`sHuLXcQU8Q?2 zTxC51ouoIv*lZty3Px%hp_QdOhYJ{znd317we}|PwdDDmHmN<(@~uq?5JJ5TfovB>LUU8` zrI5F@x@G~lRc%bgx~}9n+_bixbKR|hkg=;0fa=Jn!oNn%Wc7W?0OCVtjHT}Towu-{ z=~vha6rP1TeAL2U%i$L9JkAbVfNaO@Wmx?PB7&5=CUwDPL||pBBv9%V#2~)~*`gWJ z!+@JWY>*dJdHm~JS6JyyCgY0s8i<4Dem#YA6qy3Rca;9(*!>vrTf<9OMqc$sS3rrp zMx$ZLSy^-leVh?R>i6S{nP4iD+C2+_sjt<9PP%^_5p%`-Vl`_4Qsf3i=9-^@ckqep@3`?K zaHk-UN#a_re#A|qfvGqMXkZ7eeaNO3{M`&;7-NXn2AYsG|3h>YMJD{3ujZh$OQ7Kp zsLF(o-clRb{pA+~Y;cw!9GDke{Jm}WNZyIvUfEoq!i=Iv<8R@vYZ#=rbiUL-KDP(7 z4m*eU0~fRog6mL+m0q<5x!K>5V{{3l`Go}F7mjcA^~)l~jQ&OBc(kRh>l$zjLOaxM z%K+Zzg=0`<9$gbP+l-kW_oP#>74&7RNBR1hT*Q5+@yKGc>)X5DwZO-ylC;X=x7m&Fd(-;B_FM zQRjx5Biw;5mP_^J!Mz{O{vQdDopJ1D*WkGA| z-L&_~&MUd4n0~2F>($F$d89DY&8xN50B+RDiMz;IXr%h-gijDWa z&NbOd98II;x%^wzV0wVAA>&BCAX(*fb5v{aG7k6Wp6ucJ{M4t3cm?-(4M_6MV1tQM ziEd{;5(Z4)_OYf|dKHlWj{ac;`6@L*ZK@c?lxS#>R8(1Tji&RU;oJvDP^p)d+ z9b^kbnS`78JMQr-$uFmV2xB~=PEx0*KDV@nu1~)`guK!RMm(>>K-=;MLS1%~Ck-rL zm9hPx)R10_E~Wc+4u6G<51tKhSO*kRKRK0)Gafq!<)h(Enz2+QC~C$ZP-JsFQkO}+ zxx&}evgNAK-~-Ure8>b*m*iRmR^OLZ05_S%Rb4YrDOmY6mB0=Z2YO>no0JqO6Z~|I zOQmj&r$%bLM%@bZ-tM93)--6|!{~>(U6SGV@3moSRq|tmXI1^kyRt6*Bu$|j4!a&H zI(+XJgY+gV%r<6|lc>FDFfSyALI;h^0JUOAjm(eU@p?yRFQeYf`DXx2pI}&w)|0{am0VFJw+n zKIsh^b@lgiY9|f-PNNR|ZJFUlNRX?qm!wc9H5}=3V9dzNixZB4&@I z3;DrJz43Qk7%a3pHR<0~aZ(*vn3}g$VC+NYR_=s$P~dY|hLP(Yme6)))`8POX}L&i zKZ0}LVo59UKp~&@{u1gPKg4WNGx!6X{sg)88Ghyr&fW!E)RsDrN(FYAPiXp;X@P6T zmr=6l3cxio=;HlWR8R@0X3lvDJC-S#t*dOX%L*o$SQlAj1eZwOD)5fc>A+o66jimTGUO-N&i$Razm>9G@$D#jp!;;>Xz1BD zebL-wbS4<+pa;caH8a`$^U2wkpNYUQT}3UT@r!T9n9IZ{jTG(fvu7B&sn3)|>nW{Z z{0UDX(yJ6?gTK%akKXs^g=$w2bUormp$h!!9htT*xN{h9FD7U{76peW+?R<|C0Cq>HakDF~rWYl*;S$ zdM$V8J#1+lW{?f@$HPn@aHpZiMzJ(oTN&^3H(ldmtZuTJfIXX94yJiH1cK? z^=n5_UnEEcU9@;?`heNbbUb%@_nQ9GIEzl)xh{H6K`J1#y~bxrsMYw2w3SOsbDy~{ zQql}kz+E5(+#AWe&VWt3dX)4F-9^wLU^p`A zg9-=%3xNhZ$qDB;`f#C_WgVoJ}7#>%0d$w zgSUm1P1doG3T{MOOB!i(qO>zc&h`5mN!|~#;xh%l>CBdAQ^L`nD=}5yO)|en<}tIK z^Bp(rcHl_e4_pjt(eJ6=a+`DefPTg}+gi3guX}g(wZ~0N5*g{FnseS?!TU7I+?cS) zUJDXDKfOa6lYy6tCX68z80#jXik&k;3ArSfW(*TIHeiBLWFMxhZ|U1g2DLq& zX-zOLW;C0SvXM<~9rYqLCs}JmVpEn&iUXeWR?vaokEj++*X-V?ZxP3oL{G$5LHA=G z5K}kr)OwM=`KDVfufw*IZs9H42cJKq|REJ}SaMM9^GPlp;tT}t<-v5v+ zwxXOUya~?ZSJU)Q%kSsfJ&AKrY0Dq@z>)m@10h00%LM%HD)=mTr6jOxO3=)Z3hIX% z^;_4Q{-KubE|B>;h)@^l{K)DL9CtaMDG=tU^ynZQi4@J;M%i26STW3@&DbJvUq_qqF;0!}pqqo+8fA zRm}ZBC)+KvyOXhaGr>qJ`TH$H?QA{Uic|_6?YE9?`=6A@5@syHVT{R_HIRVK>klcE zyA0iAK{xyj2;BPJ@MoDkiO%4P=E}Z^B}<+J%fttn*Fx#&Mp}L!3ob6P+>~h5q~h#n z529a6u6%u%_?|Pze_z4Sf%Z6TzLsPmS)=dCNSU1SZ`&R}WO}hLGvfWR#c*$z3u=Te zSgUW_YN&!1QE}ztN$r_hbpz19aI7cvgNBttwHzu0zm2%<+!G<{YF7FRh%fw4Tliyo zX)jd2Sv1O`(1rt`EF_B99QD9WesM)TwzpXBl?>wJtGBAW$!m(b?=r_;@G1$RqqnLc zdfS_f4^zpn`>W^g9q9SHhaC7&&;@$_0M?+k69jL&H^eZ_u3`uZ8voASVn|&Q;${=o zH@fiet;=1Cm5iE;%KthM7%(ypymjr@F$;}DDkyih|5U!PLZn6#YH|Nhj0JG>fzYkV z1;&C4EsG5@MyFKX-OB!#V~-ZwInUVU6EW^5^1#siBaSKFGq&3Mi$J96vfcGq*HtNV z=2RG>vPoEX-Z5);Y7dzIfbr(8lLh@2XNEdl+B6CRt^RqohP#(cBoQ^E&3R zhQqz>!_#-|ciZRx63Bkxd8>9AE$oxOtWDns(Yw{|G_Bf4LW&nEu9m}0Y8Nn!FQZ-* z@U?w)&Q?Y8c5AaY7)k=FMa9UEhPZ+GipjqvGP+RFTi4iUdMEU6Q`+te^iD!voZ!_$ zM#6>rYQ{v*Pj(iEoVQL-3l8WXUkQ5*|8&PK>8ZGEIt3BCRa+U?_}07=>Gpl`z$&*e z9VJqB`YE=erjR6+vyOew$`p=R>GO`8M0#85B@6aPH7eXhBaSxe-Cb&{#hq*kci)|) zh}b_`1=El6QrhBIt2}qxRC=%Am}L;ovD7uuqjaNpMTwp>1Nv@cb<< zUxYZc83TXpjuGPH~chIM3aIjb8L5H-QVPxehPJGwnX;u6DCRO&KCwoqf9n#p< z+Qo4pLUAFyP+v?Oba-8NDE!#IAKo39Q=12*C*J5tT@j|($R!5n?`cn|t!-wdIFe^C z38{KrUL7lY+|BX%QuPqxfo~g?kv?HG%@yN}OWY^j7>+E`yKu)S@03Q9TLIpf8L8Yw z8wQW!&HX55fnarY>nE{DF3p)*(u6qITU+m~5bss$kHS4q>h^{scQZ7k35|Pvb&EQ) zPiUjsDLCJlC60fYO+t~|#!=?DYcUYg{{+8H!m|&$#uI@`#hctYA|q)LOJ&)I4%dr< zVpoiBR!U%Pp!va}hWp}g<8;OO!5(!xu~lO65~r%lD?9Z4!vIDN`IboT+9yxtYvCKI z<;CE(s}U~;>OCj$d`u;v1huOSm$6;}hn%jwD!ZZckE})Vp;E>&KpkXN`~D2`me-vk z4Ed%i;FiFWk&Q>4AU`blj9SzTql+|V2VBw z8Kaix0UIaAUn*LPz4kV7(5^aLFU}l6qU*NJLOjr$k9vsDTtM$(bLPFshgaUcs$Xul zpkc#PRYi++i@QduI?2Me=}_u&dHv8xvbfdckb=>t0CU#tT|0k9GkxF(iAyXEWo!UV z_2p`9Z-!+=Dkv5q<~Tass*do*lSKP35!2<8&l>M7LVNyl*p1o#$6;qD9;K@4I$Vkz zvDhMOk*Zd+^8i*mD(|Mhl{gNg@{{f>UB+H6jlf~Ic*Dl|TdMtHcPyGqMpgzDHv~|2~5V;~j&j)3%xk+!bYy8wSQ4eIJ z7k!+I)94)_5}m&*0?E_pH1zr2NKq0kZGYJI?y%p>59**T12J@8+xhlDQ`i44%<&=k z32pz!Vdony@dBV#e1JVmxg7`HL*0m%0D3k-P2f#`%8o<*Q*=$>jHF}9|6i9w+Ec7K z|19b7`wPUe+o#w)N>it3C%*+4YoO}uMT?wwI-gCdLH^g)Czli_a!}^~65%cgyA=g@ zA>&}|dmg|8Z~NwU{A^KiES?yd+f;+}&s))94;{Q2<%vN%OD}WjXC|GdrC^;uFx0iq z2nXx}O*YVr*r2l&lWJ1y;oMoLnmZ|q?+%xWPUU+B*i&Z)Wf3y*XSSP7xWVB%m1ksZ z_rvdbQRD+94mXN|YiogG((Fe3cS5KV1`G~Og>Di_92hrZwp&X;qN4yfTa^@p!W=S7 zmqyowjn42&0=r+!UvgZ+>taLyIQ{Of%Ub}{(s;q&5GQ`ui6#9GZK*p@{~NzSQ>H5| zqZ_n-LEmVnij;5-;2XHgv?&WwfOyvA1r?k4>N=HjUYp#O>x4@Bd%i9qlfH^lC(X!T z2#=nyqdg^B4^f6>%(%3YD1NFc2B}DFLPm5|Ar@}ORzfeK*w0jrNF7iIhzaTd-IwAY z%k>%G&JM!8{rpfb+6d@p;^UALi=yxJl*t}vPP!&3*7b*7WBWfn3MIp(3ke;Lu*5x0 zoAM}?l8$x;cz?7&O?E909#;$@@}FLGQ}Lnr0EeS(NGRWZ*C_-K)nfq68)%%a-HA5K z!rwUEOhRfFjkjG4N73?NwQ42t?zUCTCl%^cG)4Cz8)6YXjLL&y6bBRb7leZ|=$QV3 z!GWuMol=Swn-3k{MI-nCMc0O*dHnr4=ZOyN>MQ{sN-$)wT>#bqj=ZMmE$=&6(sX%w zMoG6cd*zH)8gZMG@bX!stZ?sKL(s2mQ8iyBqr>}>N*Xzzo0H5rY}ge5H<(njGXW-u z*eVo%I16@uK26XSveTsmYaRp__S1=+??O+#9x}gY-tI8>i-ux9Ctt1VkR=ZUSMjZ4 z0qJCj;)Kp335=3**ObA8RL-%v>rJ{^9nxI7+HJd&z3nJ)Mh$3nsPBI}?ApT^7*s_T z$$u;()pVVtWY;z$QdCqop>i zmaf;`Y_pr#U6<$Ie=%DWIPw5K4`S+cV@7eR%Qx7nMK8j-F4UW#`EQEYfPe5Pkgus! z(uISX%fX4HDG1~38!y(xK#JgE(&v`}h68jiO|7gBbrDIwK3W5xKi9z^gs&6Bsv}w8 zVU8J(OT1Ei#ynVBggr~rRe|O8RMIjWR|L^RJVC6~$oag6O499s_N>RZ%_H$`yMv!cp`Wu7j3n_+I5n2)tpttnGYv z0PUx%OaJ6?x2Wy0%N8&~q6VeM1)YZ|>hn%0E^r;*j~S2nt7Lo9)C(`}<&kn^Mh@e5 zyA2m&^Myx$zNHXeIrGIw$VY( zxnQe`ZgmB6$YI5@M`LfKF^tq9!4dt>Dks^Losb^zs`fTq7_9JW6`WXS!&1BuGT>k! z8npEepqb4?-rl3xkITEFys8OrU|W1xY$9W97ij%C{KiVTY-H_9D~GD9Lo!3>V+5#B zB^gCprmYnpG5NGtx?;mZ1k!E1ZZ_Ytb%et*F{3$ORy7hAMn;Q2bZy!QH>^-gjk-xv zM(Vp*t9mZm=VNo4t_l^|3RM#zv6Za%yvKHf9ELK2)*;1LiFx#^TFI{{vu75X-4BAy zKy|NYuiH5nXg*qLhh1j~GM}r&v%lXgpPs@4=uoB2nzbp%1qk=9Hzc0!_pe9w;SKB- z6VH1Wh^Oxtz+guIG1vjDhZbjHjQlt0=#QKzElUTNq9ELa%;|D>pcjAGwTd!4!pgVe z=-SfExybFR|0GiR1M1ZGe~?+_=50TV z+CgEB+YBY>%0K(7|8mx`T{f={e^avAjE^fgFpG}|=k_ku#fQP%=OH~+$ke0(r?KMP zR!vE3|6J1VdrpO!ZI7O@#=Oy$ZsP30xf{?FbkYqYLAY1FX3R7(Usw}(>ew9tmpobf z$cn8Y=saH*hUwQ^#>+;L^uw=xM$wI z9)g%scuOZo3mNKP>V3eAQX*Xd#rS4#ja8rN!s~)Vi%oX*}nO;uS{THko-FbNyy{Z=z%3yZ|>I<6azh zZ0r?W&oqkcAEtK{W@U860Rn14kaG22BwMGokHRl`bwkug08jD=v4xWR&CHT89(&0N3eZvnPtK{Ko?vMKD( zxRxm|wmo)JCWM>xyQnX1(a2KP2KV{e^64}rqCvKtDAjM-0A!m0K(^szqFLGVKDQZu zD||{fen)muajPrpIg7i?be`@kd=D>Y+*bkoX8mn}Vln=b~-qbPu<< zG94Nza6BPtjhw;ohV!h^lLy^iaQZ}I;ni~49oilKl0oKTfkOi3CVxl_q-qnxiy9C* z;wiEnq*Hy>bUW2$Y>bN^^Wu2bZo5ua-YXG!ZP&al=H`2@#2KFUaNvV{b6A{2bGyd2 zVtfak-!!BU)Sf3oN)NujB@}PU7twe-ded{RDSNJFG4tuJ72C~8Zy6_KrwK62K_r&5 zaQ~9`uDUw15FE2aJ+6>A86nyS)D@?$P?-uaLnt>4Nrb9@sVAKn-Q4FP%cmm7lcB@h zL2Hif*cVp0CK!--LuK0R+fJcSYLpV7U@*%)*rJ)gB)s+L8rLUiBjhl_6JEHFn-&1b$-k7Cmmz(&~R@c1;87LxG+z9rEv_S-E7__b}zyUBm&d9!z*JDg^8=MF^1h3=Nu+{)bOLkS8di^U^dpg^_jTQ# zlD0DRcA<2I><-Z7$EOULrR2bKv8Mi|=)i;6Ly`481?~c(oSJB!42H_%(I`>M)}`R( zd{ppVPY}hmMc{*Y!5Y=VklzpW*P>j}tnWQX%YM9jPqz&9Nh}#Ok?lNs5@m-?-fb^d z&es2_{2jKHDL+gMkWmnr;MCc*?EO$cF>FcKWe%O!C*(cPne5(ISZ!$YR_Pwhbl>GZ zLgqNVY(ZmSGYR_)R2>ED@21PY(~$lz7P(^$f3|r!p&bo4-JM#Y(!zNpQHK+Y`kjpQ zp~A<3F~4E9ro{E#EGpiB@H?rPPN#6Q!F0;O!wk-;_bPY`{p`)1RuQVonJ}7bWu~dM zwdc@-X&q*->zd~tFGbqbMEO>BY{p#Y%9L;3j?c&zAGH)m!Ne9tiv>on0zPUGz z5a5w(hhVLb{rM8_BlH&OQvq&|BluxNSI)QX{j$W``nMxJKU_9Ga$5;);pTExJ4b!< zIydi^&F$Jh?6uOek5UQ-0i`jH+QQq4)m1?7aT27M-uUNx^L>YuXR%=$+@YvJT1Gj8m=-tUMq<}s|JS;g<0lt61K!f;+5%|)fVg%ZA8JbHFt+I{;3#$ z)xsXfYX@{$tQ2`lT{-d)kUe|g!}mE<%YWVkVduPw&QtO+%Ya(no|oTXkh7X)i91!}!ew>|QU7@QA*H1RD)hZ8>@g55|Hkt`3{GPQL*glRTq*YR4igeESy1N zC#5uaq0w|nI*u%iN%iLqo@P|?Hz_(`QQ*+Mrw72Q^2U$${IxuC)Kcid@!q(nzZyK? zc`r7y-)Y22Jn_Ej8LMg`SJh52Y2(M);BwHU=C8=$c1t_jcZZC4UBm#ss&k)xj|L{0 zkCFIPU&8iX^i@@{%e+%0y|`ZfP@x0}(bwldz-l#6N}0c5HKp4d*p&1YY){fO5-<7> zjEc}DYkkl_Ag}gmm4K+acrL!uo1qQ>JRPr#6gV#X=fye*W@35*7%3)oGY2M#m&kLi zt*E}&%wEJtAR&lD_;Fr{A&S_?aYDM7k7aXq+pZA<*9T}%yc-~J(WltNF_z@nu?;7Snvbv_&2d#PyfqC}U>biIsnX+!FhL#ZR)w>zOU%f{ z2gTS&@wuLrl*ErDWR4@_)uC)w zpMbKjOSk5%StxcHz$pAA68;pe0NJ$WRZu#FQ(o0JG-z8&5+|`W>ON!HA`G<*Y!w2+)}0maP4hB%YVgR zFlYUX_$&QI4f5*2e3&)va+eol;hNJ|Y2418Rx|je{nWftM!5_KGAI56K8Z*1Tsb%e z@Eg9yfLI-36a+jUvYY@L)PjT(M!p%%(_&A^xv_@0TTC7KPk0q5oohQPqWP%1ClfCv zQm70?Y>LBP5yS2ozmd5_R5FJv@smMx_p2;czJY^kJS&}knQ#QXFO_dVohmddQ~p%l zSbd?2$X&!R?+GrN=swf?&-?z@E0`7J1c*zF4wGN=3&|G*>KH+=!HN~a(d0dbM2TOFy8~z%|x3vZ8 zvl2e(o?f2E)cLBJPUoll%1*>zn($4ta1D(q-v9jY0&Ey`20?TX(s==OcTrzcrM$=d zB~NA>SMU}Y2^NFuu0=WNzc^p@v8nXh%@Ys(#sqVR#+HjY>2N%TuYFbd_)3%AWBBj( z3v>yFd}@r>R+z_$Y_j5vuXcD5sVXS4dgdfXgs|osd#c%H`hac1WQCMc_indWvA>#2 zpJpMCh;spFPIhkZY6WeP{+F7){0BmAgt4rs&8L?-PVe!{R{7bCm@ML4#${FOF4_Wg z#9L_U^jrFT?4KsOU{9q56sW~H*SZm5B*Wj)%q3s_^#nS^jo)m4O;IJo6>bs_rwkav zBjL{Y6uX4WbvXzEP#HWuLBM95fJBTS$~E-yw~nrU(! z4>5e2!AyPIdpFPJUL&=<=JdnMYC0Nlv0Kmf^IY#t{NtN@(xQKL!Ox}f*L6rxi$J?A zgjj$|0V^>B1nH=H4S=!+3{jY<3UQdt%Ezf(d8j77<%9Gdo9XI;)NgP$R*>|`U+4_-wBc;8s8T1KxV%$RhZ2Da zoU+0s<(8`e%d3vTyY) zw63~7luC(`rgkhu_4LIw&eo_u#(AkNEi0D0XQP*6e6*8WnnN2CgL4+|Mw9JF=7D3~WEv_(pc<7@2RnIWjkoA!fs6fgDzo*; zWgotvIZvC&v`p{(cv!L%NdY>h&w%AS+!KYaZ3ipTBH{brFhFTc&RBDEm zzwgbBt3IVs!9j50iH9pySxC#w=Hecfg)ARdA9?H^)!civ?nAwtVr#Ga!}C5;5J|uL zC3|txO=Kc|D z0gOO-^hSSh!IHUqA9JJCV_g$dqws%yCo>WdsA)INcLL=$|I^lkPTye2&tzfg@$km{ zbGdu*a14<~zpHoXlKjg*x`1#fz`Nm8nAht6^C=2OjYeuY&=JHxYGL^BU!Q_507sXG zt3PP(Ui`;Qf}T*o$1DvA*l&&id(^J=@ex2YarOW^G5xT@f`=q6)p8)IGWPNn@E1r$ zym|H&B?$^^&Ydvi&M)2x+>}yJ-;JYtztP>nEqPmGz3zhI;NeA&kZHHIO@@}p*(9U? z95FC9h&~^+0N(mBX24lD`U>;p4+0DOxK~q7EtvRRe5mUlC-V#~;5NZa1Y?@75>|^s zG7GDr|7u^q-uHiWI=kU-K?6&QKWx# zxUGI7yAl^kB0KueP^$4*w(JZ{VEEz-4d_PnpUhtkn~z_!&@&@1z+ zm{j0R@Qz#{tJjVX_-n<7IC@wNGd${v+xqvvnmS`~-&E{>jd_=tW{Ps@QrkDv|7Z65 zJqeo8p-%#5eCNaebrQ&cpAF*)0dLSBX8|90wt-QzGBtMkA2%fQDMZbPK0E%~$IJ?I zsQldp@ZUbtxDd_*Fr@!AC)0SCYUuLj1;fD0KC3!S!eK23ewqc*Cu6&!PzaHp(@`M41Gh)l zVcicEYrLdH{VCp)TLyJ8-9OG<{H2OIVoSb0iYhtyLHCXqP;3HZT`tc@rkp%H09%a$ zKLLQfW3bs2ATJ5gX{S-A+9$??SVh2=u=Raxd^LGblS>?Ru5?B=p_JH21>s%w~ z_Mh#Z?QUMlh5EBGuzqVcI@^x58Bh`G-PCY>w!IEU!tkK!dJKNo2&;4zIA&FMl&LzDMzz7bld@Cx>_Df?8Gxkg;CUh z;2XfZDnNv&@E$hFEb@LG-{uXf^-w4ghts_gBBSH+5ls7Ya7B?$ouBRNJnAbtEDADm z4plan@A!nJV*6w9z)PBD?58Zl(O0RA;m}$uI4bB>K@|(ha7m0 z)R@$bC;rwAHT1+cw(h4n2L7Z6_-8hrGhY=oveE^uWbxAVh>8}**t%)+GRLoYR+@zq ziANsi`yT18Xek?v?lv-`e+dm#;nL3hMKAS+Io*HU=1GdNR!^}G>P9jcy(?D~+AfSX zqS(;0Rb)mL822RK5!=*#7$Glr;jC!G%kgbYf;7=)&A^MC;Z?vL->myMiQ?>Z!^0mC zqVvtMc@%V`eBOqPKh43zabj^TTiFIhG(o0X z+I)my3tK~2RpRg=cY8Pt>$(eH5R4u1PW-sr=u8tw3L94f{sK%Ez73~q*0bPOau)_E zsLT22Ltqki=NAOfcAin*L>Qvmn>N9>)h(_A7cFbP{TGp(f|;ivxzw*f&<^^+OQ7Be zCyO#`*Lj**u+#eXR~9WYGys2bJb*8M(tZmHwEPX;$jf-_m?Gl#qbB~o0H`R00$RfC zK+4&Ri@PDXkACBGJKEi>+i>GWI^g>2*XG%o{$O8QjCsIw0+!YULK8OLGj2Fk)C(kq%mychrJ$WWg!&iQ=b=gcyzYT8Ta_R zL-Gd!Tl|(I!(82^1|a(Y6}|OBT2%BxuF&05eYCW*e_NKjYK%3-Mt# zX~Q)q7*JA;lWlEJL5tPho3i_h}_jff_jQRVH2C(vSe^thX(QPZ0lsue83zs(b4m7{uRufl~&kL_5=NoCcn`HSM zZ2%0WKy1W0x;^TH=v)9xX=xPe2JyeXM1!rElhP90=AwtL#}(hLzNOp5NKlEp(qMm8h_6`6 z)>M}kXKw#sYyKNSL<>P1A=em9a~DCwA!7(9Q(Rf;7Fa3-q-(V5r*If@NSYhJl`C;P z`jNv*Po@l~Ssb4XQgl&22XctfO0T9!5cFA#n<$~UEokoh6hsw-8&m*)1*3QP939CQ zb!|lr*Y8y&$W+amH`}#xQe)a4w)CHYMJjU_>E6T5>}2$A-XM2u@>It&9C`o1hywy8 zf~9acE|+Wh%}6#LVWr8Lbj!>_^cmC-F0Ad%;mZ2k=yf_im7!zWrXVb<>tpqarul%& zpqu&;wYf6@EM%#ri{Ak@w6!6l;G)1-t5^A9BpVk&E|OVEw(E}g5=C=Y=9ZvBJX@}B zaP2K^r=PsacUS2k-tMWuGEuSQ+I@hp7K~fKx7oGDZUR3Qyq%M-{S)klr|XBei%o42 z@(3(7>*)=-gwNT815q}dS@H4(X^<(r25Hz@bVmfOIqTCTG$Jx=@ zL+jcSBkl-Yl)Kfe=H-{*iD&9=`~nR@{k6xK`e3hYyeRI`p^(D%Wh#9>6qxczv3Z$w zA`IbTQ3L(w;~!A2ve3v+vgMv|+~l-V?= z4S!`kgnMFK3YL^Ai4T4grjYHzu(FWgyd*Y#sCoeI3glDAQ~N=z*rDWYm(zTssZl#n zQgF+&ka9U0X*gr;EM~{Tpj*8cuW4C|Eq~Y<4EMPzILi1FC~uyROZ=80OysMCNi@yd zAu~;Wc2NIo2wMqbAHl+Wf>sko-!FIe^{d1BZNV=Q%u2>oA4Duye>7ASgb4BSYWt2x zcbL;;jnhfr8Tk-}wFnUs8^>x3IbykA+AlBW$*}j3fdG$bO-9$wL2;(HO)D6lm$=Ce z6MQizV!sr?_wr<`Lr0pGmva5DMW4pqJu0n4sr0d^aOQ^n;@MX3KR$V#))ObyQ?FRYb_j6Q%i3ckq2VPS3%gHW& zfPu?F`)b10bf)AX4qtbLQTpiGgPsSD1~cPC)+`?V8=DikD;{fdq6Zqc8vuU8o9pPv zLJ`kzy+{iAIPiUtI%k}PLzee>xMBX>gIQqj(V4-@KtIQ*m}oo`3GKnE%nw)`v$!Xy z22AXQhF`EP2xRrk-89z?5r(wvPkS^#eh@t2vwTC0S@Pc4#C)DTU$V*{X=`U0y)nOn zomM9!n%c=QuRQ;QLcT;5oEvqjwb~lU>en+VbT3Dx-3R#l&baf)c;Tx3a#vdV{YWqI z^UpSCDdkLXxoJppk(oC$XItMf$&i$xrz9iSAg2y4zAMFfunOm<^2u6BEv8b#+VQ)X{yI@a$T+* zDVE1SZtolve>-w5nJhTEs+?*g+uh%NMDdp4mpyp$WIGb(+sr8hNjjnOrk9qq=LG7T z%aFeI>pkK+Y>TXQPmCHT$-}PrNFv_xj~frJQY~(4v4q5^6-AXjm>MeI)q6FeQjzin zhLG%c4Lbe6;K<4IF2!(lDXSD)fU=7-({gDg)=Cnlw&e6sxL>Z`yH~xv5my8?vi%%R zhbkqMiQ^u+#@hNhJIIEnNyf8{dW6~F3vWk0jFF6}&2tgXRaHd-9^v+HX=B7#4Pz6S z+3;?ua`Cne`RCmtVcxnX-}GJ?Nquco_lLF?KeRk7?^XXIT5GlSnDevhH-m3#%hB4B z&TCdi-_*YQWffFG5qiCI-jqBjy;(Lq-n6GP<0#AQ6~!9(T5LCw5bu(Q;S-M%1Uez&EX%9&Y(9aaLu>97=GKZBK84jaDnDmpOIdtn)D(5uIY7- zt^vy@&A95Ybg_=9SZUB2E9v*c4*$V`MGF5wWwN-f$_v|U7zhwP| z(AP^X&ebgX<#hxzn<5VXluWy39pPy1Ko4dzloe2~)2N6wKL9v_5xRGGMXfch} zkTmOm9;95Nzc}r{x5~;p)LEpja7JXxpd78Wk##Umib6>!e1!4##o7+dKV@(%yqm9_PP~HgY9gc9rr1j(Gw+seeOqtx)oKELf;S6RBv=gj^vLFG+M9LStMoefH~ZUkB2=Cn z@wiRJwcH@e8kff8tZxjsLt@bmX(u2CW+-ShLzfhf;h_`gJo+VNVrEUS=J$YP*aOb< zUM6q-;F3-oY*|?k>Qu}8<{qwxgDBr3TU|Cb(Tre+M5OAKDbEJmF)vBSmN>%unbCPz zwLUOR@lVR6FS2|dug=6P4RBWaUW>#YR5mQ#F6$BraO>f;ep3_}`Gf_mzHkkjEn0*> zQMatTubEst!owlMZV}*rjtE@@KXQ4D-V=_)PHMw!)m0t$ zVV;-e{nXsn#d}*pGg*InuvG6PUa9N{?ejgB$&L6YuecxMQH7Xi+^+vR^@*HXm=7tS zgD`nkkupSxGBvJ!BpFmQJM_at#3{BU;gC**$eWorOk-XPPFH>hXHSXu=PElVVZnFh z;Q{gV%QY0-j1>bR;}$SZ%7O#uk53cxZe{eE3O;Y(|H*dxooqZvd92_&{a{cMsB*d6 zveH)``mQ}gLIe5C(<#Tn>N;;tL^;$t=WuV{Y2~YBjctZ=>DsNN>?(_s!HN)FNvFV* z?!&CETa}afD`vYt^d&iW^WM78eD5YFXGMSiOH^KpL~KpW zYOHg%YmueMy~kX;-=1%BnZfrx3a1gDa~%eFCH=)Cu6IlB<*IdxPje8(3=|zpMjIvZ zzumR3O_=KywR}0SUR^raCY?gly4BV!I^?bwt1V^`=dhMdH}`F))a-H5_$N-6q83rT zrhs^%^u#cyjMg)c8|6dkiR!8mf8IrQ!uk(HACiUJNLHIo`Qz_BV?hPw@y5} z4NGG`BD*HvmXc_0+w1re<&f(8Ja>fN;*oCe6Xbv$X~R8t%10^#gEg6jli*w|`ckJ4 zmRnk@nMuys-*Z!EHR2<#P9gim7Nu1(BCU8DM9pp-E;w?ur8xBe%$~G2|A9@EOxL>Q zYnO$7*e3gHu5C6DAAd}E+1SFYm@B%FOc!-5oSwliQum2uh5!@Cz^Zdcp3qaLND(5; zy9c?e)((_B=b%eGoez~}c#KD}f9#|y@V=mS$- z*jd;7hh8pq4n9A_W7N6pj~5#C(FexfAkxM6Pp$S0e7?eY@m|!QFH{qP1G7}awvYGc z@&EIO2@$~Da9tKttj12RW7)*SROYFEh}OW3s%9H#J*hY_cUqn4vK(AGl?_REGxl*7 zm8x+<$zgTBN?nUUe_%7HPQ7k;*rnr#UNXhrdzCoM7@hTe7B|9ZC8lnqH?-{+%xu&2 zy==AWGx;WE)OoEFu?Rdj23FXKB++Ey>T2xwo?{I?eC5&U&768 z*stM2dkr=hKxZrky7tJhdC5`)6U!HD($9lzmm6AU?LPxwVEPJ30ezDqrwmOgty?wN zxE`==!Ndcah6D|D3>>1T3f(4wccb}>*hZqOJ6exLI0|T{JSWuDUD38xKg?1cJKpL+ zT1o~_cPP;v^||NX`bg)ZX&JNOFdl~b1HO zU|0v!c5xF9jn9Rw8KFpj1?&&6y{EKOzj?kL+dyl$^KQfk*jn67;>}}zRK*eS;B%L& z$APeRah2rxVQ-7X@lP_KT}@xbr};qxEN&5n$H7buCH?MZS&{^pYA?io?Pd@nj`vt3 zVV^;`j`c!^WjH_RXptql^YG4iWU+LfiyEgkOT=@hugy=x+fjzGi|CMA%F$p>GuXzX zCKR5zw59zXqf&AX5+Z`_$3ZQ5Jl5L`20yyzwOj3*-V7&`vtO0|VXg}-CcqDZ zkB*O3oosibah}JOOgmTh|=br0c4pKQb@mm!A#iXR|;u&xh`9fXBF_&`-6L3u%alm1&a3Y zj(Jy9@%QxLE_5RW&ug;XG$J=B@hf0gB|y)Zi}Vi0xfHOZA%$(5rQm3$euL-Li>;-0 zphd(7Z8lB*676el%Y`g*TeI@dtO2@Scd7M2=>lI1oFF-4%2@V+f$LV=ELg`yp16GG zz430|V4SCeck^7Re(S1bB(QAVIN3=#CqP@+qM~ncCs*>7jeo-Hu1J9cuW(?(MOo6b zaR#VtVW{2Wyo3TqekgDlt;BYhaW>HMFr3Wb%1cdw%BqL7%%{K?%X@-WuF*Bs4`XRu zxb*D~Ba9>6A688NKhoYhD6Y28+Qr>HxCD212oNN=1a}B-!GgObXb5h>EqHKu2<{SG zLSw554jb7#%lmRdq_j$-7imPp@UFuQoVHD{Sfk)ma5_A?Yg=1W$pg= z$>XqCsy)rmv&+rO=TOO%#i}nC&tkUpkuwN9R%|q%c)3e- zzDxC@hY*xnQ{}DWqpqn3hgc5`A9_kQ%duum*k4LId@fkh`N5~fah~tZ!Cmh7JLf(t{v}~Q_RAlTe05wR_ zGBd*QU6hmEI2sV4^RA%E;&j`yNp3X(W}&8wL;h~{Zt}CfVeQAzS~w0h$)|>7d|A@b z3x7gu9Ws4$ork?6-H68budh;|&~lXrc-dbIG+JVUj$U0PUBhIyu$GQ$bYCZ-AYtSbC;kxd38cc6t5c_;Hlye~EXhKU58S1V zpzl(cf2B#U)_>Z5CZR9hM<3JV4LqV)y9O)W^qdA*VrBJyXZ(fo&=nVfe$LH6F$t$AaaphsAIX_>OzhY0%#P{lDToh{DaguDO)Fk5S@?Y>bDpb`Ez!_#Ns z5H)A9v4xOUc*SkaQVKR4lBs9taK!KRk}lhLa+>DJB!gSUX+N5JTQA!6QrB%`@IH)C z$1cU$*V_qmooI z0Kp*@3qMx7UNRf3?{4@ydw5TSRFQOMHFX;l8riEk zuFg^Tp|n9xPwyoKUy?I>lYu&KiKvVPIUT*~SSIzax9>WM9!hrf21L?KE&_i9dag93 z%jIl(9+?#v-psK&6?Fh9!C9q+sZsfUKB~@dri2_MPI{<=Wp9Gym#gr^*o-P48%_-* zI_<$(Chnf<@bRF+rM45Zl&Ct*V=aFU=-K8AocpwNUtY1OUn8RWhfAqA|Blbup5qp* zra>Awaq+f$Uvf{)yHT0M6?#(Rp(nLlyD|=%VCxwCtfIg~{?E8mKi}+|G>+7jDUhY4 zS6)wF){CmZCv7qK%BPInYBW3u!DMe*ws6xPM7qlodFw+xQKLtclgzKu2^uW`+hsyJ zOvWzeNlP!FRPS2A;)h%bG3$*KV0*ugr_|ID5Qe$c;%%3yL#Dk426Xj*dB`@PfyW0s zJ(a!{JKRNq%6!2AakBd#Ed1OC1V=iUm9ZujLApe+Y#i>Yl&_s)qE$I@G|B#0An z=mZ*g?dh|-2zRT#=q^ZI&G;X(8l<+JsB_?R$p0l~)2gm16HS?<@ZA652FZC|YCF~* z{=zb@2|h3?_B;ol1@S1NRqS+}JH<6(ujg|Qu_)?%sSc!5WfHs-1f$A4mjRu;} zx6?l|OD&T=K4Q@Zur>Wyewo$G)o=WINls-I+hp`+;%AS6_L9gpaI3$A zMov^SG@ZiDR*I-LGe?`4~uZmbB(A2V<1*wubK zeS|On0oajXF-Y1!E+NqUI$||j#pK*Os$Tw6-N1To-_4eW_H#9HNASWc>&XutavSw+o55c97&jcLeC)` z>|a9AY4Dbqb=WyNuV-(w3P`elbG;kx=|s)d4Cu!*cO0k3h$E-+6{wS9!g2KI0+t++ z+fimyd1Dgr2zDDf10^iR&lE)4FPpWa(nkKb8u3i%ffLGaD>*6~W)**y!qA62(TYXU zV&Oi=fm+uL2J4x4(u%Z=kc- zb1Jsqg}pA1SKl6ew zNi7L*8QeyHAT&NKvO0H9_)p*c>!VW*pQMq~A5;I-Ed!-wZ>7TsOY=zMO zwA=i7SrLYgTK59C`8PRKgVGO2*{$XM-ckdVhTJSig3U@(xrkoN`$qUf{qRKOe#{}R zKrMj^szg&PUH~X|_oFQh=zoZ9jS!AsAj1&*JH@J5y&f|~5Tu3d6n1Hpoi$u}F}~k@ zZL~J=I6R8TIkLSc_;KvfjPf6XqPGF3B8d{p7L48lej`MOfF)^4zDkTt zu0!>5`*+z|!_J#ESFs%ft1m9F_Q}>s-mc~KgaPbidrQnFkd6g8i1HC>+Pq=1AmQS* zNzzZg!AjG|S=2MR?n@mbHy2qeE$>>?7lU+trwHQ~S_8@W+IZ?$o|tNQuAQ-dW9c&CNi^1l%rj>ZoQ zI!hR=?4tF%?~9W})R8`?FvTFVX9JlafuDVuAe%u4yu}8mip!r|tix5Saydo%lZE%) zs)52rdNd!x1f4&(Y|z)V@;%@YP(b5|&R*L*E&$NPPIe*j!|2KRW|#?%Y9qm9Zq2F{nVTfA|7?2_&mD zp)UR&5Ci;N^a$RKxCRYS+u$_{tO@ZKuCgpAzvN2BIT-}Gwz#&Dga8B-mKM%9?a_sN zGNU0DBG0j${z_;6ph>8z5;6m|{>{AIy!xL~j>!j(n>)K0e8}ggokn zw8nd3f7FiPg*bOw!_5b)FTjL*g88JQTBz%b%|Hx- z$)H**3}69%4|OyB;UC+pHF=zB)Qz4x`je)}*(GI50>F!oigJDBE|elX-D=XTj$Ut? zh*tpgBHhDD%)@hob+y3DB)6djy{a?Yc^du%?QP_sPa-w%ix0Qsdu(aG251|wsaMt7 zt~(Cm7w>rn0}6&V>vwvZ3zHYf(wMl(>Ih?(U-!)yHU9#_&7cic!7fvyzMU^sCw?9A ziTk?`YkQ5&b@d}qm~!ira4?$EoDN?pM-IMg)DSyY{B9Ts-dhDTGnChQ zH@$lxOusO`r~>ADybsaVD)OsLU8{k5l#p1@IL4M{Xv@2tYn6w)c`~sC2^((~r7QVl9y5g)eEwhP-M?m9;-S8}bSOSrFo z&=K1$Z3K*Vis0Se0=JsgrQ#uXF9VzJKGw&8J*@7J-$8!VVjtt6&H80^gc^(Fu@B}k zp9vwSU0Wc9#M!ZsFYvc4?Bvh%P49e3tPJB%&|l`u(5<`{a}?qfWuS|Cx73BG$Bzw& zB*HUbAe)h z*KgldUUVLkelQVc<6^-$u@QQVYp(sMPKLaA0qGMmj|4njBT`NfGnVg>#Q?+9b7>?$ zyb|p%5Y@7Hx3?vs3STW#-ezcbX&{Ov)o=;#pc)4%a>44`ofgHq8*9WxX2C)myz7mc z@(1y{Z7uu*6elJJGNTq*? zA`IfvfFfR#6l)Gi0*23!kE2YCwFO-H>NNMD6(;Q_)zgdbKH=3afDA%oU@Q7Xw}<=ZZrKuB*fafL#(;_Bi48 z-O>CSZk14>9#h0{J=M59@v|+c*NUvzkLL5--`<~VjIGdi!kFIRx!ql~sOx~yC|czB zSojuPl^hZNY>(M@Axnv;z$&)@=Mv5IUXqf5o^izu&5dJYLU5A}F;q|!C?|~Nb=`ZP zEVfcie72$1*gj}u_LYtRpTGx$i)mUG4tX?IJv8_qi?>ka^hbOU5x|3b*)}bd3FWY5_JIKvqi(w)C|0t@R1NI*0d`iLJk8C(waR z0}=&3z}{hdMFz-hLvXB)qsh#DYJVn{4axW2Z)7;k$O~NhVypsbs>tY_`OUANkK0ua=0zhA)cI-00dTB>t&}6-md*1M|8+_1jeRI!=*LMwAqsa=Cv@bsG zxgaSaynCwU>FecJUIX~($@d=WSad7~m0A~k^(9s__j?Z7K)1)zlOzxYLMcIc#=&=F zbb2pH6@ZnG0$cv2ro1Fycg5mv-OHu<%Vj^HfH5Udm(c_l4$uU@^`dD__=?1x!R>mi zNP>^RDpa}gF#_10qT}|tw4Vrosn%1%8F9kjF>+`q1)z*ahyz^qZ9s{~m_byj^qtw0 z4G-D*k@5OFI1?x|M8RR|1cay51wOWm>zo5hx;pjXL(WRM{FZ{AF!)rrz$>Y;qH2`$ z`I}hYNgVWDpfr#n6csh!oBE#a8Y=mj19Y@RR4%Osn&u2BehHi0dn*K1i3XqS2`xWE z%$BOU5>E={4T{3GDFV%?BDsKd;dKF9NFAXX-j9pHB5W$!aSx@|PtEt^qe&^l2hxm+ za$w?lWEd*RJk=s7qJT&ZOIoH33zRAW7C1 zB7J{gXh^kt1MEuy9(rUE3*~$ZaGC>KA^I1#bmxVVX4zYLI*^zDm4>dkz+cE|U=s{DBLA)>jsHP%mvY zk#)HL1Gc1nrN>dtUo)P`uk?ojB)RgPn=<1Ip$EVTP>1#^g{Y7IY{Qd=$*G8r2g)N} zDbzV%^nQ!v*GF}r9;?v%4Hd(nyd~Ve6$J?tp8o(Y>G{?H)Ju$U`;!lD!)>VM>%+4l zTVbKDK!Ogl?(Lr)+-5ud&shaO+DdokTZx}4;i*u(Sd60cjL1^dT2i7!@1xFA${_3THwD z;7qLigA#qOKc6FDF+q}H=}8e&Q(!A|QO>VLFZ-fR(mv}-u;Jvxj@>htX45{AA2YLZ zUYGxvv%%%5^$ufI+}VlYG*Q|r(=w?IWpWq%a1mZ&IA{Yg%34iVwQ>y< z3GnM$s28cf-v67(SmxD6jZy2(Bv^g{G;r9S^E(p>3gE zaCx4z9Mb17+fouzxXt_NKORquR_qpMBNCNdfBUqS=`q-o@i}1Ybh{Hl;wrtUIxE&j30ySc6w@K2e&n}h%`}zl zMJVDgtAT?aS6}_0-n-2;DN9S7leh|D7!(kR zDo1$3hfym0HCy{$sM$OvGV`2Z<&!e?Nzo^`-3flnXtG2Vw$Z7KIo*bvpqI0k92ZwF z9-X{n)pVD?+qw-}S%M)eE%L3F9z;_roqaSS%^P@Vl_86YnTOxts4LsT6>xMH>3ou9 z%if-8EnP65U}nbgH1dBmE$C(5yUi`Xsd;g{lgy{3I7sA&oIY%Jf+R)nwX?9DW{R<Vl`8k~VwC^Rqa5qWDIWB-TB0k6$QB@0dO0!X_g^Znz)|ob4~07r93A zv62q#vdF|JC-M9Zxr{4#yEuKuR5nlk?H56@Nc;1`%|XfXAVwvMObp$wKr+RK29C}F zl3^i_{r)wHw}zGhpTRiCZ;OTro#1u2xNO+d>s1|By4RLbO=l!eXSIetNhemw+Xv*G zcK|x9&eRb0nRGZk^XW}ZW59U5%<;f-mxaH63$upaZmYDa{_um7!wVVGEgHNbLacBK z4{;_5bY~lw5s!oun<3R%DLXdmLasGF80w))M?q@6H-M@@^jzMPykT-VlpjiowQRD40^1-3DAO-p-6uZM-db_j^%Wa%^iKaSY3&R@PW|Ap61H! zaf*x++kdH{)Gr1XOOv_95Gt`7n5^4|C)a{+S2`j60wag1_1ZY7McFe1=Tw{~l_V82 zE2eHx2w+0B>XYzJnvm>&`$fDwws8)V%N@0|!tQqaJqM}8h73vA zN{d!r?98hZZc@$oq#>9#iF7Pjm~^@8s!jrC5=aHh0gNET&u9|)a~qe-XaQG!RQ`auk^U0P*x{t|CZMd+^Axe#Zi#z5UE`Fy znA@QAZ@x{dyqTVpL{?~oaD%7GE!M|OJW~_r*F>hA^%ieX=r%@RhDfg7ElVZEgWrb1 zRuT(5RxhAUcw`7=G2G#K=qqV)Sf^0;bg$MUgmtBG9G#l#Befusvbqnxz<87!Nq**Pujo*m zXl7HtXG_q%Q*1+=VLraOUVbP?p~=hct_icLSj{@<8u4&2kcd}0>0&6kpWf8l`yedo z@Qv>BU&*;AQ!=kzZaEtSmZ@G(m^SN_BeYMdF&3^o-@{EvKa7)x5X;!D)4W~i5ki=# z|7&N+Wq#>-VaQsVEAZAP|NbDMumhwVhxD*__kz6;B{vMw9gWhd^h0PqCB?Z(wS5O^ zyQWohl1PS34_n4+-$~GutduBROzLoz9{rWrmn0#Jnl+#{Wsb{>)PdKtkC%MDSI%Nf zD}G+MeP*ioL~)eM@8swhWgEH$d=od`F3b+ya{ELrep%^~rXCcm{l5IrkzlUYu-LYg zXKvPQ0h88AmwWAYVq06Ma;!M}z;dpGu;r$L?<^0gwR@m_33S?bj!on#-1Ku*=^7e@ z6wz0GXV1Su+ zd|jh6ncUE7DXMd8aw}!1cs#)HFseso2$?)@!%UbvZ>dA1qwz&Fu3A3=VZG#?pr1H4 zA5<&7zkAMybegWVl36y8SuGC5-IgLWHfVlty|eq#PP*$kdT5|ZONH4?+|k)9G?NU|adEw;_C3>}in{V5KT*@I5kQy)T%U%vPS14}%ZmFFc0#X0P0SXE+ij zJSM!0D#k}J9RYSLTBk7gtnWJ4G}p%#^E_0NsMXJnw*tTq{P*LpCB|c6z*^H{LuAPR zee`3%tMmwsBUSP@n{TO`_25oE;AYeAk&OQHTF}>n9uLUyqAX@8Jb#StIJ{l?CDtF- zH)kKFr+BZ&)dQZ~R$lt?;a!bR)Q>kWQ=1*zDXwQbZ>dNN^1ZE@stk1=nujS1yZU@g|=oY3f}h4b1pHLhY|LGRH3bkA3`@*x#|Y>w zQY3SW@6wzyJzy3S@M351XvGZnp6dJ~w^DgJN#Ek2$Par>@aN}#Y`d@IeJ^%({DTTCURs)o zubs)NX6&~;?7;IdE4245%CJK26wGg|yP6N{GMLLYF9B+XUP)eQt0c3|=<7#}ncpQ1 zhW$_K0gd}~PV4@b4Fr2l$F~7=i1-tH$rgAj1^F@&{iG^?t*AiN_>GPG>e~$q?Ew;e z*~-P~TPeQ}at|n1}GuWgj}{_)Iz?1N^oxO{ie` zI<6D!yJ@}8zU=B)3j1L;DyHQUA)Tb;T_iXSYB<6n;m%!PkgUZhk*w@ZPWjtJV97{3yagpv;AUd8>YsRMpj!YcbS9g!dV~WrE+pJ_2YC5bQ#oMBMF4XyVnPxviA5f!gH-@^+bRC-P|zhXyqx**XfJU zxa%5K2(qBKz!fx5-PZ~WJqUE&k$T>*^0o*}(?qtX6L9?1Pru#~LAo-1IS$Hs1%`T12?-4m+=Y75 zzXR#;n4-id(3)RNn=wM-f2@9H~J0ui@uYiuGM8hM=L}S@@~7+ z(l=T$&=CGzbMhH59B_4J0Z;-YcvZZ#xt1%fWKO=ST_~%zaY~<2_DERahSps78S;%c z!INH>r1wBs06P|?Sc_ZQw@7B1&!2@Jmx7*_Vm@?|Q4|DSa6S*xB9a(ERnHjc>>;tz zSN|6%@}|A}p*_YjUYKDQBrge>vDK%1!$>a@!xP(nFpFRpihjqZUfBEC)1zA@!Dn)` zsVCuwF*pzckNnf@5ukrrL$aln;3vpCwKK7KQXw!?#b7g4ed6hn)s5Sxh;-ot*sc)I z#Wh;*ESZBFKy4d$kZ~fncaUN~0qjqc*G1094qiE&H&YT$6g+}67P%(L+Mxz7ik6~s z`0fxh)q;Epy#&jk!&0!MSI*bwhFcO{-1a0wjya^R!yz)4aR--6%EU&g{+_P>o<(8? zYrd&IXaLX=S9uPYb+@(vu1Ek2l1@&lfzIT;)V|SJi?g1__mhpd!O1w!6QCi?5sehv zd-~--bTU>FjQe3qP{JCjYYx@JPzZta_(k-mP|EMXx;4CVqZWXFxy&r>g8$r#q^7K_9+H6p$Xkg8k4 z2>6?*84(&Vc*|uAgv{ky!%|WrB)=YiFk{)?jxl|-uvUlGZdRHPG*~LbY-8`fFa}*R z#sIuH4_CnO`3IAWG2S0BY%%EXQALf(G{MR;LJVz7IeeE9SOgy9>!x)#7c`m5Gr@ zDbDX%hm(P_UP79Sk}T&HixKu4ex2-4H7FrfY_ z$?iSyi^RmP*mMHpwY2&?sYE`xu*Bvdii(=~ZUc!>)<=C}CPov01@HJ98s~;AoGri1 z`m0NoV{3unGpY5|t8tEY)_Je+@Evk^OJ}fY+#UaQi$DnqCN9aFjWA0Pn@KH}+VMIL zgXZh}+#p*V#ixomr#Oar?ow2QRg8eYQn@M&L(O z>io;}tU@!>^!2SN8|wlwuKJ!+tsqIy+VTNPpeQP1uKy)1c#eY-sO1>{GYC>NR4_v+ z;XEqRpyirA>ITRWW8>uL!)w19MsqZ+yK`o~ucYWmcG`TSo3(5~)!YQct)JAc0B!^% zVb;Mde;TE(5+hr`kwYgSHJ;Rkcip-GwYTYemj;wR4cupW9a)TIpk3a;2bh!E4gvjU zi(*rDYc1-y42p?%g%Zk0ae{JT)ZRe1ftrO7ZO{pt?wc$xxGj9~VlTCyvT+gR$6c+b zE%+#a6yD_MIxWFxR>{>r6hWAtryy*pZ0fU@@`FB-T2@_~0i8td3hJk9VgV;Ok0$}1 zcTa7bAhri@X-Nqg59<@8qc=g}hEDuc`V*EP~(}+WF*;D6_B+`e4x$#BcS8j{YW8n*FHjYr=?ZwQNYHl*1r%$aykol2}wK*B4 znw_WwY6o^@HC4KC9kj2#BUwI_jR#GNk{m>VI?)9<;3`<1RAF8`NnM@5fF~!B*!+6W zIIopU$GR$~QN*rB%4h=i4cG8TH<}{)euX$xXY<}|N&-^*Pyr{Z9)wxd4PZC`?iTL* zZ%SJVE78{Jhst1ZP#N{gZ$dZ$J9NlpZ^QC3_iUxI*}AJuBfS`j+U{4Zre9~#dJe6S z-v1`N&A$G3;jLj&)p*!liq2H3UZbQ5=~RhNNb`@GTUAiltLJTo{2jo}Jw_VP{CH+^ zl}qvXV*)u<1jiD8srEdMpY9{YQkjwjAN;tbH}b8zI%(93fx6OI1eU+bt3q49G!vxg zl}`?3LG9d4jS^*3MrZI9JiVS6i^hxv9kVN8XZaq3rnu*1-S{L9OHa`u>_-yglJ#!> zwk5;C`kP4Ojy4)w=xDaFaFjuh7mlO5csPBCOH3S^Mr1A8zsT-rb6GLVf5Ml{6HhfA zZRYNDJJZ1(@)dQ^nA_WRqZspj*9t}_PD|%N=xTL`9p{xw z5a6BdGv=ta>>Ho=H{O$JRtZGrjdE@amV>4OY|xeN0uKc@t)ExwKplXC5v)N($|Z2h zcd$W-T4G3PpzLIG(tkZCh94eFd|r*bgiESr;MBF4%sx~4sD8!@l8Kc;@v>|=C9J0l z8n*qYO7H%#kLY{PaNWmwyn>T#YiI0>x)SGlFd5Yv@cDKKf^)^R_(dUsbue#g`Cr?` z`MGZAmF_^F;+L83a!W%Nn}fhAY|s`^KHYp`iAfPA42Wqf{i7p&PA6NwLxewp@4~>L z9wPLi>_{GBgXsj3qq2y!!~4)sZr-xAMq7Pw+}zIZ9&TBN8e#$XbVv@CbH^HhYY09J%IqhAC*); zlo(>Un4ZeH5`9a+s=5@uVnvA86$4J^5)LqtWE2@85|4wZ_=1k_8-s@1q&xJa?*Ij zjM7HBE0H{@z*CqF5eaFl*>coT`CiQa!q^jhzXJX^#oGs%UQOeWm|wg0#ybVuyW-*8 zJ>%rSJ@$y!_ ze{$XwR4nr>n>e5w>J>RM=ASAAtC)YDw6{X~M(f)c4F*JbNs{rs%q=Z(`J(m zS%K9K9+ri~a<={}6h)GkE|-=&PTTeeIHbsk-xTfz*y$SpW`xG&5|ngT%B5iP2$Ur1 zlK5wGxF<1C?H+fsV2qKN?V$386Lt3w!kZLOfGY0Z?SxYX^uMV{_=?<(0LvLsNcj8^ zju4u+Z;OMfSnNL|cWs4v4}>1F6PTJ9aO}DFOuVmu@{Xn5mbPvG$vY(;n=%T&wETRfB4Fo7(=l_+6akDq@F zB%dlmTtDwRZD)4-wYZLyp0TNqnjl9WU|h`^kD>Z8W2u-VIq(S;1A0%#68Bvx~*VKK57n^HD4Q=hd*=eG*aDdZpuJR|q%?%tqcw9=+K^ z=QZs_c{#Hpy*%$SLY*f(&w{~D6arC7Pce-gx6gpiF66Pg@nn3IdqGLIN|R{@&X|jG z&RPVEd*zf>i6;x(3REZGvLDBQ_t(pwpX*c&SL-q1+v8xfhvNP5u2RF~Pu}}j?)~)) zusrdpFCmNS{Oh-JkUBzWRjXjhYsuxL`W@j$|Ats&SKsFFk;vWFY{kY7{M?tGKwK_?nqy)^60l-p5c!= zM>5I3hb_B1>aL%!hB|}J)Sqf*w$=nD4s%JLYnodD`w>-a!r z&HsxcHnjMq?zZVVXWNjB(hEC*tX-kFSHE|enWqBT>tNVqsaa+su%EDgX;AQRP;*7e*CI22N|km!}>O=LRd)jD|~hGmg%(ihtz1Sjh>$ zs&RuC`eu6BMg;ZT3QBW1@@!bDkEeIqYivJth`CF_;Z>z`_$)dcq=g zoS7BIq{ZAxB^luV^G_u3@!j+U!%DyWi~=gE&GUf6%o2kS*3y!o2@d){{^tP)|H2g5 z;L!i(e>r+eNNnMTN=O{RWJntbBsj9(lA&5f*(i(9U;Cej*^8N(JR-($a0$M8)AeLb z#l`P$(_p$z>?bjqsq3qIDsbD9ceSb9UC-v)_6zqh?eCl5oXv8c>?b#X0@g$za#=c`s@W9yRJ?yX7BHMwl9YMLo$%D!N$f;U zMrPA5O5`UPs)`w>-7PLNg|S_ns+Kn@;ar+3`d;_NWPZK7`}8HpajwntY~U&+s^#=; zhD$0BxhQMA5>yL&=u8VhAw4!(>do*6&gTXSiQWTB$NV9?&$mzR89P{i3U4&Oc36q* zOO%%KW?prA2>5iBxYwsKtFQ3nuy>EkveW#<}d$-@SZ^?x}m;O@9JE}W% zy^8Zfaq;SAkUs~#s{^o6rXF@2`2RH(%d)^>)0$s1vSv1|Vz=vE*GUs`0SeKLtWh~N zg4&&n>F(d~zHCcAM#V01s3<6L!=*B#xvBbXg&?OMlAjZb7xA9y4wsi)?LgJ5!zQ}- zS}^U|f`hO0_Kp+$M4AIK_;xC;3ASuACi6@;yfyO(+S!Nda8Nx%-H$#SHE+;DWi}(LCYxH$w^`V0xG3t>y<3S{Yy$S zF6bp_wp>WH)$;0E8s(gMm8tB?mCEcq!h^UzcB1BLa@nbpFrj=wl?qU8hItUhCr+LV zB_W0H?q3zutJpP1X5~Zdr{q`Kz(cmoqfSdF$8OWlop&3eUm~#xu^jm7(gK(!?zlUW z7r)o}vj>Py2xOD{W;^~hd~?NsR;7>xO-#Dg^3J3pE`PD4L`=b}TGdDcz6i|YTi7hP zQI^m{78Fj_Va&d?P9-`c%E2A_pZilhXnJLCRSc6`9)6$H^<%^46RliY;r(`|B^o{wQ3~g)v>KL@R9H4 z?B%I@3bssh{PQ3H%=$*B7h``Uq$veLa3m;GP9Su-)?|;EDuYbxX&6Ndv(tpkxKTD^Mvxf3M(+Jpj=;x`Vwnq&1>;)Fnb?-*mGJIOR5Xo;d0E;P|}iM}I3m*nqW7Kk7$kG^o(y z_>%T=X-YJ5S*wwTf*Z~mdPMcSP36pt?*65f2(0%<6RtvGSoyZV-<=m%oH7pZGAhLY z>qcv@a;86-4%H*B=AKrHdmOSY48N3NKj+G zz(1ynPk@uo##d9Y7)XzE-e8-WQSjJI|6dxMru1#EZ){qblwH@-<@_S$Ze|BN(Fj_a z9sH)pZk!;fQP3x0KHA9+6Fv$9-q18XeFg&^ncbC31<3LK*?~s$=TptyY~QlyQMdkJ zV|#l?AIHW{4eCZuznfDPbxJh)(bg;7&#v#ORD;cOFm3sI_Mb}KIBQ>?h~w94z6Y37E(H*$oPy!rg@wQ| zp83e~{N-LKga7aA85(PA{IZ!Xbk2^iRj;eJ3aOrKi4LIK<;S4E4xcCWRH|}F_*-aS zGZ2rx)4}zYr%Ttk@BBxaI|?9xMVSI7IuSjtfe*D?i+OT3iE0m(OMn&Ljfjuw+mJ2S zGmcN|kGq4Jq+jCmv%P&p+X_vlE1MKvY2< ziVD5}z@pAGZ<8-aL`&J}JHjK4TBAhGoE<$7essdDNK1dlY(p350jQzu4j$`_${%B7 z+yw;SXjeq8#(9ZHhy$duUS&F`;&^=9;QhtPThD+Kj#|d2oqhoP;rvsWsqw*@hP0g? z3r*0QPpd>8L$DX(xA|Z~^tvIz3U2oaa$K|jKvOwuQPEeZ91dSjZ7lz9QfuK1_iGeuH~-G2~d2psi)nD!>aPVFj8knqLp#|1m+ zw!p1)5C^-`ewc|>&6$$%hzJT1VPOu3I2@nmxjyCywXUR1$$!9{gig)tEL6vHH3;@M8R+VcN=3r0UF`p){ zvM3Aw*(G(%mBD{Dl&`w`4_y|8gpdC99!%C6LEc2cU_K(K*-7)6tJNa>7N57*cgq+p z#wwkdTZc#iKZ0RxNYRkI$9SkO*a569S`g^SZ zggA+jzntyS+U(NSw#|ZI`d~m9yRKvG&1|#1u)m3^*p=!JXRmQs?1mwEY*b{)vgC6E znZW{3TJT>YGv2`#^X0w;i!%17pHa{C)xj-4ka5Pjvo{3u=;v~|d*e!oy!T)8&68}@ z{xpNLW86l}6R&tM< z5Z&IcbvmSm*^z=(<1VXhRAJ*cE*+nQZZN}wI(?}H}7Bo5b-u` z{oj^vo;+{I{C63TN^9u9WV{v}v-6h9@Q=Ox(Wxm8@XcsGyC#3!i)nI>W@jb@ud@IX zU7Bj92G1gaGT{WJ z9B+enMk9SjRcE|ma7WVg*hyu@v8 zZQoUWNu#>~Mzfw|SVQF7S?929)9N`n2sraIU8KD;Jt~#55yymR*u+g1)knKhlWO`5|Ldj>|3^al4sRmLl>xZzP`2HUj7nWX5nrv-wzDbOc}5KH`#` zb`2QbAUz33BOt2mzj)v$Y?L`@m=SK=t-n;1uVm$$zt)ap>GTB>S-p1Mf`1q$l8pL~ z7&yAGyM`#;au;qpr7wVDz_-q(03bJ=Kb7+kw|cw2yADhQq`={SmjXiu<;WOYTQda_ z_yLz3N36-Ez%a@M0_hX)rU#r^942wEAyeE zU+vK5$9_zo1hev{B?Hqn>|^!h^=iPrg7`1hk2{^#Kqi)SXb5R!Dzl~x)sn|M5x0H` z(OIpM+`l!&+?_8Y!>2XUJFUN9xUV-MrCR`mTVIZ4fQ-iaoA#i|2rk8Z9j~LC{cLb+5;O*PK|xCZTmHF!0KAtefFFnS^6DzESU;5d)KA_ z3I6E0>Cj@$dBGTAF_*Y6u&F(YHT? ze3y3nO&0FkK!ZG$G$w<%zmJkr`Hd(jY$79tX7ukvq@|g@WoUjJ4>z0gZ92Xatx(5T z6QQP&EVYf?KI%Fmi~AXBB-5Y?l}vx{aN>X04rMkA|IrTnoRl|FypO{CcHiNgcflEK zcdIFEIfI0E<I`6DH58z(>7Lho|hSvU;+yyP! zs*8r;M{hOxWvV9sAJX1BD$2HD*QXmv0SOUM5G4gcKtMzU=}@|n?#`h@TBW;7x;v%2 zK}tHMJ7-^mPrcv!?EQD0LHW3qCHaK0te;zV4(S?Cgr4id4>Nki zdK{q)U}8mD=#tx2sAE0rL_MP3cJZCK?-@63%EZoYQR>>{^JZwG*KBh-Iy`R(82GI( zSVk-8PmK`^ldgVrNP+i9<43+{EQiHA6JRU~AFQ ztsp*GYj&0QhB}Jl&xqj@7kdoF4ZhMAV8=MUV2&nT#ZI6jRt9jY>IsSOjq5k;$n#3@Bn< z{wq+N-2GFn3-q&fjk;iYt1lx=Ibhjn^L!_xtiIvat&90rx6XTmoP>jQ%lI_y_x+6g z_Z9Bz+z7TuFc~ePegr}iw+mdfyaYywzGJuV!0h+6b|zUv3waj1fZok!Y*!00l4rH{ zYN;HLT@^}pkk#!n76>qBw{C_iu;H=qZx7Y5L>8XlJLfR!n37nzy(5#Y$h5Fd=~E{L znUnk&#HrWT?V@9D3sonnORBMooRpPxQ!jTrvEa9;bKA*X?nH2|sOR7SRbKaWpZrv8 zVyY_Y;Me%|tU*uwGsBg&roV)`q}6(Ge&|+y0W%{^%^>A2*2AkI+lp$>oISr=ItV66;sC`+|W?N1I(UV2c}byEl<@ey)ir`WKEhP`|{`XSEZZBlX0Me#49E zQ0~#w8@6qz9?2)m4fV9vo%%BhL%G5O>}Hj@gUFQWb9F}3$8tF#Df*}1dH;zMw*!lV zj2k8YB#II3@+#!^FNKRNKN?YnB78X6-F}!5ZZXlZG6@5UifXlA?mK+iG8^50%Q#Y8 zx`-td6#2b4sdmh7s?MVB7kPFBS5{qQ7LWzCG`DH?WCbgi-%a)D2E6+mIxZ$~5V;Y5 z8K2m1FlUu+!p-R%gOI@}SLgBJ#%9&ll~#yaebzetBlmzyOuxrKhh}EqOQ@87cwyp3 zB`6`t?k#&^W*B$?F$2_4mofh*swwDz3zXk}d|W@Bc;fuDzPC-7TMjZ!!c8mhSkAsd zzc=zM;ZdXbKC`^egsCuwSyYcCE1LWUJ#F(dA>@HmN)R5?<+gW`Rj!=b*-g#>obZDr zC*+rXz^leOuxO~aLh;o3v6}OcGk3M=pNuelk|vi`%F?o;oGPIsX(Ex(T02G?(?o1H z^7*m7>5QC-&scFiJyY`m%p1BtHl5GhrmSSt_?)ioqhdbQI#XM-VrJE&9zq-DO8z#- zu2T+P4mNbQ9xz*{6XTh<>I7X6y)nRd^<6iSo7!GXg*s<9+^`8kC;B+wiV515IlDF5 zWko-a@!bLN@EyBN_MUv2f5MIz*O$e~k99WZ#1Q_aAht+)K50oYOM}RbhYjx>aw8nG zEv7bS@7=8Qed-8?U>eN5Nx55nh^cY*IwbMQR0$l9<;Uz~{Zw0?-zMG{Qy~VF1t+{O zUn#bU9yEOxsYIahu;Fuf_@Pix7en>YAd#5YdT&`Gf;)Qa@~0kI<@f102s3C?5&fbA z@cl^UPma|-SD^3&!k5uLRzf1OdSgOPpdvOB082EY8eV`hx%zw=Ni+N_#FBB-I`R{=3Emf7O)PcQH677q$2va~LR z@R+I8G+DI^rJGq>KDIin5RV`$wyl7t6-T?O@g!sNGGMP{T8^Vc1n4`7v`b4tw@> z930uQ(h{T~n{v)hGl%3Z69(FJm!G|%=a@MIG?F2z6vOox?BR zHU@lg|3S3i^tfbS@+1lOlGE*w(=o;FZJpFB#y%2!r?3-;yJ}nq)#_kUj;r14aSnX6 zQg7Y*AQCA;NoThzQdvqktz-|$rwf>Pw8pk0^s8Mnz$N%g)j^tbk2NqIZMZbj#jNvWB^a z*Tf}+NR0xML#k{r+s1IXkIBR2OBCmBE`=GFbJ-#2eYKXxek!BItpwdl@ z*OHGTh~Vq1tp9a|o$Ycan1hS1kz)t!%C){ezm@cqPyUefqGvOV(C$*i&Rc;}LgsL- z>oc%DQ~P4Sm4NMjxIaA}eawT``>c;HDhxL1o8}k6hK4fez+(&isM~|^;*=3DI+SZQ zIw%ge)7UiJS5g#w#E{rykOtv5`=p|b8nE!Q?0v|^QH#3Zj2yV{mBM2&|0;79mC}V} zWQ|an)L?Zzf7s=7@hGYTQy;2zca3|)F9q$@WYja1aV2X^L8CjoS9{+B0Tg8`#J){- zl$U|DKhH>54Qtn|ZNn(Pi-&FJ%$q<6IOs+xiL@uNfb@nq!Gm@xFLmv5Jftz02UEzh{VK39Wn``BulG1sK-Oj{Z-Dc zY#LY0`cPc66X9#EtlkkzOZ40_LfGXJXOVz5%2{iwOq?VmV|Tt9aF!aZCdD|zvp^A@AGB(zQZpo9sN2)_}+5;5iDF~NkzuzC#&3HpNkJ<;xyxV4M` zs#Eh~E#8`lqlsSAdK;7YKn)BRV8*^Ci_?_hP_!jMRA}gj>u3EN2`0E;Brye|2wTPannN?t?_=6q=Z0h95edJXP)hemUB0KHT`GC*SGaPLB zW8L8>y9P*X7>yGeZV>gfx=?DEv8RYezE(MKzLuoHSOUNDzUd<1sN>7n@L6 zw&GoH+W&GhJjG zW0>|%zv-x3JpMdGQ~G&m7cu2F)4Knvc|x(#So-N9Xb0$a3A-Ku?%uXAL(U(JNRfqQ zpm!5K8ZOKjiw{(PuKI-A_4v^SuX4i4b<_oXaoR4QD5+2(RiK@Ed#w5K3WqV+CJ;el zmzy~+@9580aGuy_%Ry`Zn}~hh9Ut zp4=78FBoC9nUNc;A|^6SHgQ5yvayGmdaQROvTgJehl>dQ3?P%< zg6L?3B~qq%Bmx~hRmIon0pV=zN1$&dM_C(97U_ej)-4?@fth@Rj86J1aM#7XoIDy+ zi)?T7wYol_UeL@KJ$*SeK5kGX*A|%su0O9!Pa>xbuh6&05v?^InzYpL`P|hLqv5!c zi^GZjHB6FYXTq0^iOTR2r012g1v&Hd|HI^ioA^6`JMlY!%Z@XM3BLqnclDvbYga7a z3%_<_9hFpc+rAA%C$6o$(u(J{2?lGoK4m@e*Lq6DXR8QWp1B3bs1j%96cj4XtK$;~ z&#`_Xp;Y`QE8Oo#YBUWy@arNZfyHot3w;Yyp2a1vVjr_FaL6mK!eJ%*Y=Bd0w;9s< z$nGF+Va&%b-M^$-w#CCdycn%RgPdK}Z*vSq3V}1iV3_G8%I4**)u+59fvGA=vz}56 zD^`s=H4PwP2_nv~#Ev2Q)D^Ruhr=O?Q1WzJhS46mY8*)pr}eA;OBulx!Po+>ajX}1iJL__^B5OAjI2w2!F@(R7- zmJpIQSp2X0{ho(CRYHHwX1Lw-S=%KdlnUWLS)q`SqAmKD2L*Y;2af}#4QJzOLe@Or zHhAi#iJM~2L>XA5cQ!98Ls8hSzDrcqgVSw!c~PiVGge-sHe?3Ll+}wdBMO<;J|AtIC7D*H9PJ1gMU~g} z+#&&=Jgum7y29!a!lh*s8I_4}3_#TFr!k{vRe_WU*W$%mm~G zCSaTMl6Ns1Q=YM)bSel}J~H5JPvN0lJ)xQ++Y;3HjEgWu%}rhR}Vr}X&D$BbrMcZS+ZOkkmx9Gi!AN{yM>7^Xw zGQ)}7n?ziH-bLVKaBuAhGGg~D>xu!DeOcAUz}_Ac4G9dN3C@WqJy0xXk@H?uCao!X zQ2LeYBOD~<5%cu3YHKC*c?4W}jGGeiDfK&*&8P%jRW@qElC`6q*ZRIK_gXZ$W zk@s)&vi8|%I#UHWswDNx*WjQ{FObILEtGt)2|-XrLk@rRK&W=KXUbbE9ewpqD#U#- zr=Uq_*|MC;a%gY=ehZ2CJrx8GTYqOSew(wr_6eMO$?4O%rh0YEW z;WAr!2o~^3dyOlD&Vu>0$@9|YJ{;Da7tv!4DdqPzUE*R(4wc*)Q!8V)ScCcij@Pk5{B7L*sK;~sg`5wF0}=ZI|t`=RzG4RdQo|mF-Yv7eH{*`m zh=N;h^2Oz4FOzsZGp5vyA(s4kg4OdUV=P6Xzwxk|xX+clg!b-Zm;o7hIV|QbIfahK zC~#%}$Rmzn;j7QPl4@tep|^$t5uuqyTRed=%Q!R8!L#x1U*o)M_D3EkvePV%aufm$Bp7LXR!igHpuN2_aCN<+I%atKU$QfPEHn11e{Quwg&gb)=_4(lO|n-WoDwFMfXFP1y4Fg7p~b zwWuE)Lc}xQIbkaD6voIPI0q{XV(e!r$k^JC=~d8Vp0nKXW;12IS$`hQa$a+mA2A|D zmRjnN$se*a0nSp#3NkL*FF3<-X4CF&l^&<^`<12r(*WeVuaj4EnlCnvZX9Y~;mP$u z|C9@QD}V|x2J7~^9BO40yIxT2(nMaIo-&e}>8Fns2wulMs}N)_Hl*~OdPkyZ=!+?@ zemG#>Eo`V|dr(q&$v11S=sWJO9D^il%;>|g5I2Da?^}{~EB(ST=?U}scO?MY zJxcVNNXK^Uc`i{!vGIMTVq56vT7_xl;l`!e#1JDt`n|RbBg1!S%CsXktmc&=JLbBP z2V=uEx<_tw%_g9-rlR~&+bcy{g%;f@!pe-}o^|L%yFOsDETC1A*!{$YsY>fZDYAxj-w;rTS6B`=&@$`n) z9d>!Y>VJ7vnAAuH9cN|iVrfk8y`T(*zMwMi&=fJQ)bW7|3Y0-oR<Znxf#`(sqP!=3~2eykZ(V{X^NvYHy*Yj zu>qeL%WX_HwTZj=>vNLnPezV@nU5N|hus7-0{I+1iup56QG2zc;Tk#Sb z(b*rKnPV`7-GBtd7Enp{8oYu-w#2-ALCBSp4yEb}FThXLXD*(^u-*)O$BP-3L8PGX zrmf1(Wd9`!p0J{DxOO>Hp5{N#|4aV+8}

2>vbaTL)kr0+RUZlrZOd)HO?lYvY^1 zKh(meo93nvG!k{mV5vr9%SPvIewr6D+*}!MJW%^lUCQt=pB<<&?-yan?8_bd!?s-q z*Y0wSImH+m;ZxFMtl7Y_s&NaVfx3HzmM=9cchy|lcg<>k?wnF3ZmVAoV2w?Jv8)f;y?XKhAGB00wWNc(-KPV}nn!OkPYh|>POwV$BrK5An*ZA>xUdbcuI zh+H4@C%ydlihZw2O*d^SaVZF`2tunuvZt9H3?k-JB9tG8?z;uH z^`;K&QgrKHK*4B&W(>kzCb_|S7v_YFq+L@d6Fu%YH%H*HF~|*$sOkr(6>SRV=L_0Y z&~F#0Xl$PY3r{~CTdl*u@Uc|w>8UdW<4KI+I+$umcq8bCVg5XJvWKtt2PJ|&y~x4= z7)@w@)~E#;Z!wgYYRCi`t+4ycpb!_8icsTT=qepc3D#feSxb;MtlCc zcV6)wDbJ9x&=uihvC$7QVaNg(K=DiPN=09!Rg{g*J8wj*dL*LnSNK)b6t7Gqna|_9 zfi@E;dsNjRx6IvfI$nU<@jqO9_@uJ3o!|M7hB#Ujc1}Kfd+C=u!u1 z(`Obf6l<2zeviexJviqEWN#T1a z@exm7W=CBEc!W0h=w#w>kehg>7TR?Ps0<$VnTGHscoykWjZflV#53+9vV?gnAuz#b z;2>3}0NvpjoQ;Du5&lFU6<`Hog*FrFk{vq2tiV+5G)D+tM{_2Pa-PUws<0QVzwx}X zS`X_@_+9jiEe+@ewc+IXKKxlYO}bHBT_@q6rUakzn#myShh z^5W1D&GV~wha5MZ^RJH{KP9(cOfmN9mnYJ`}rL(;3_V)S>bCpaV`s$b#JP>6BB1pEXCaYL?GWSqnIMi zp9{i5HzZA&*HP?uG;;OxqgxSFu8elTua`jRy#3fZ>2iizY2lgaJQr-TrS625`Ljcw z8Yum_i{h){5$H(Ch!J9-VNRG>nDXwAi*NBO+wh1U=6gH9S^*leaA?ovh{NYOuv zy4&ow=-QxkPHH5!9Q+KrvwOp&BF%CEFSs34HvAkk6T6N)DOD}f{)L2foZ?%WkZmn_ zFPa)_IOXX1qxY&H_WBgtG^iQaol&)KJ~ven?6EKrt6B&&41Bc#n>>0{I@!CRO6nLp zVyxaCRMW0Xcs}0>cv_%1`QBi$&tv(17^MW0o6=*=yAR{>TaW!%epTXR4y$T^DZMub zKGBrEe=?+-MDRpyr7JhlPR%#I@q^q zUDj%uRql>%Z+lM~Jwn$)P?1|lR1Zdb)X-ja9z3;(|H%jQmCHLx6NKJw*D~kZ{+0q2 zum33pqE_zd*FC-mOX}A3Q~qz+-(0ApzkhjT%*Z-jH8dpTmKH$35>DS%u;q@5qu4du z8vR|x)tg1;8|p%pi@^bYb~MoX(q8eFU^99ImDT^T@oic+?iUV2(YVAVzmK;ivJ~&} zsOP*PCELlk!`3kD-BnpmS^0Yt)vYJE;I70AN1$mX;j#R)b`O5WttuT!@v-3Lr<^oX zq@?R#`iBVOAZ&*yY+XfGt+ST{xU7BL+}-Q-Yeb{k4{;IlOM=4O~^R?ZmI<*$uLe zmXu*JbHrVE8>}-()H~)JU9fGIN&>+EE-QW{F=YnQBPPfXBvz@iUr2Ul&qp>BH2{Kk% z%p7x%{39Y(o3v}#j7f!+fv_9H>=pvd2rMni`zA<%wHh!2`JKi7 z%I+$mqu&aFW@H@KYJU(v`+pL@(n{|*7EG#KN~#Fweafq5N(OcCg4(>zDgrGKZAI%Q ztied<2>6(*9e;zrdaHj2eY;7JkA0x3D92%& z_N$`&+Kgn<@OPXS*XotQ<&xWWz!2zupaN?~k-dYhha^u3(s0T&%lJ3iwvpY;!_NJ> ze7xd1Xjw)h=@H)MB$QWZ-eEkTX7I1tNZ<)jWzDR?J3nA5>1w7Pk8E6`d-ZQLnKp3&dxY@22*xicW}?y{EP2eaa_jFJV7T6n~VVi18xK^0FQ4 z{Wv0gM9JySau44MOp8zI`IX)XTOF_x!MqqI`a3Lz?zlhdOYV22F}%*OHAt|1Ni2Vk zG4*GUo~UJ8x-v8%Mi${V%d2AO3M{}rH@iI$Q&QY)8YGc0e0|%YSGUjP4O0Mb5dR+( zK&7S2rf=dF6kfKcsK#Eb4WP5Fh5I_B+2jc@2`|oWrX#Y ze3mLo-H%65t*UCZp<2bWXVSc{-PD&Q5_nE}tNiixnxK2eu-&LNJ#=6;3h)$Y7(6hp zJ?$C{epXf-Nn|^mTsn?2LUF2A&9Ast$2o*dDjG@tJK0NkcPMM8bf4$8F%Ou3G*C%( z7|v6(zC2Altxn`-xwQE%i870DRM?q!#{b+^2L~SwiZ0F+*=Hz%V*voi}lVZ*NvK67%~5 z;*Pqn^Q=J+?J@<2c`~~eUrj#^c4Vhbb@H8}rgZy&SuB@sK=S%K^?)>w2ITm|JFj^k za17V5i-aJKh3$p>N$NUta2GLO4_!ZQ{5dB-BR@75F~u$dIYx5%u_vdSHFGmEBQH3- zR0?#4MT4=UIUZAdiTBZLDRY52gc21oJx~uEmj@$AV#16XISqq#V|(*HZ)}3#OOy=g zUPXaq@Juae%oF%AM<6Q9q2GgoLLyPr3kwE2-cQD14&vGOxeW#*tFuTwD3~qrb9MeP zIa50H4Yle3x&5JWEnl>ldg^n9s@KtR7pPGTEbKSqUNHW5|F{G}lf=-w+RK3Q0aEr; z3p_{Fd}dX4mpVTdlyQct)6_@pl2ADE@!?d}DIEl2t$ntnbMc04&ZtVb0$Q!R#lE;V z9d1hCwcLE&(3( zYs9Aqyf)tygCjvCRJZNL(HbImaM=xs5@!b-<3=b~p-Jo^>Fw23G=GL|OQIe&oU5Ew zj4?y>$&4&i6hSrrTE`F+DSo1zca@|Z70y;7HoE+B;*nyDz!%JBj+P~|NRu~qf_hd) z`GZFB+jjXlaU{0OYd{UIKY1_`1xb*S#KQ5N)1uR&RfTR?a*Mj4A&UoH`AN9mbOKHD zY7tz~^?3TYFMn7G#e^D3m3`Ok70bstxo4p@O`#-^ z6pc7+fdHPMpHnyI18#hn;;K#IUh0D{`=ab=(eBT*oN-FQo3inn>Ur1RK(3=Ve zuZ7W6Emy&Ex;fuiXi9j$yzFt@tCecS+!=*PTROgIwk5r7cRD)hp$E?9uStEsrh4Lj zKwNtDVnlMOaJJdIYog6OKi+i;H=&K~+R~;G)SeXDF^+M3^C#VUFK@_)L+}~j zsYIzS11uyl6X))zUYPavyT5UjUqo8 z=vmXpn%BOwLC3n))0%##LO?kO0(#=^pN6$(Dr)d+3=`!cKpxR*9`i`-Y1dxp{%VJk z_S>a3D92cLq{y$Dr9Yz58ISJkQ`i#3?~Ux@uFU79&-^Ys*ilArCYBpP$B6DIR3i!F zfWZ+l;fOu0zw~OP^sX6AzxAb61Ju{>P@FN$M>B@uiOLkwwJ58j)%4o@NY&{jIiL{Z z+k)ZuCS()7%r%mp-qZ^ogJ;cpnmx;HHIl2sEFo@C?C+p({a)PZxBqi@p3#}N@c#&zE4oMcy35%O78X+r=FQ|WBiUAXOGs1~W5TZWoTmx^I&^ToZ?(DIDR6vpA>!EYCAHF(KbN151j|3Z9bSULlgh zJIa;6#^%Ae6lLY?QOd!1HL-1BnEv_?p!P|h*Fu>0a3^L9c7xwHq$yDNld>w`>1dz` z;LEF(L{g{Vnbjbm&Ifmwcj#`L^EPK9U%soYzM7h7hy-%q+9|UfOJ01Uw(zpEWt}mG zO@%moUL<`*>k~JOXAw#7zI=jJ=g~`H%teOIg7oYG)aL%#W{fM@qFaD*k+?t`N>bnw zM;dPdy@fO%e%X7CBP!%>7*hkf3PWN2$<$Tj=&6AeND4>HwshRnk1rP2Z`0>K2jiC2 z;&hbx22If!4p`Ic;wt3m(;0p?Z*QI%wp!0A$I!z~9}GaR2CU~$?>lIo7l%SjK4|2G zLX@BID%3#1%B&SA*b5q$>u%hEzzX)>8TAlSxD0G=SB$8J?7#aP1Ue5Z?f2L>947pc z2_~CXR?fe|Psm6P=z*l8=20rJ9P{eXf zohsiBQGmC4Q-clK^g0HVCREI-AE8c!ak2UYK76>`Brh`=et~p>fByc49uitIZF|b{ zU@~dmI>fd9d^OJcRq4~hx@V{pV&ckoWFHyet&iZ=0Ng-E{7$iRBZSgU{39@sn5tsd zzaiYO2jd@sgpJyFe=!r6VQTn$B;HlBGn4E65Xl9(i?k!{{>r1B&a}#F3`X$=s_g4B zZ4KnIgH1tM!W@2r{}fY8U9yv>Av%(OB+}{hQFb>DWL=PpbPsm(T6Ytm$A^3p+rK(q z3488hJ>xjH*r+`)Z}gaU^s{g2+zvNYK-~jhghC9nCnfd)Jzu@DcJ$*bE1qM8vlJB{ zKGRc4pZ}{cZ?6!{UG{bgy;rh)h<1+;2}S=Jx}tHTdy>Gn;7wpN6uAO6!60d4 zMn0@M4~6E)%+X*mY1a*UiP_<<4jj3_q?@Cxz>ofuk)`rUpBAZGX@i#*WAqcduuO7x zr!ic;=5T4?5ubQ|%kJ|-7`zj^1OOb~#(Nw4mMvIO*cpt(`e?isp@e0G+f;sDjGNpL zzZ;_!ZOV=~hwbgIoexJfl${NQx|W^gHeTck4Ik;B!duF<&x7EuL#6=Wb1pDG$D?#Z z1U6&4o;hR7= zw&7Z|mLxwHC2gFkyotAg0#eme%<6jHqp>P7y2@9|Cm?~OJEUKY3i6t~j-}}qRbYLG zXi@lu>xeS}{os3|gN6D(>h&`AUjR~zqGFPO_aBT7kryjC-(W7Itk@Dn=wBMJd2k@_ z_F%PZK#w(;zuq+~Dx8g@ZUzBfuGHG&Ps87*J|<9SlUw()a+PqBCLpY*ztNZRwIo)X zdf~c6_Oo-xup311a(0v<26dy2#V#i#7``Cg&M>$GMl7OFGwI9T8yRoA8uE3@Z6dw| zbdF0`%>lqDqOO+2yL5k)=%v17^&1=qGj}mG-~aGz{^W9gw_I)yd7R3cfbj&>G(XBd zE@ZFJVF&eSs}D&xy^a-wzT%ILf1cu|(&kxsQ)YG<`RTB0OWP7;ZJ9tdWklN=-)Xf_ z2{`U+;>0@%kE#+Yr)*BwiN7Pg^J=?J3Kb|b zpv53?#VV%UboM1I!@l^JmZx^9mMb-FidHsW7O0ufu&bPgW7!O7oa{EQ&#W2sZ~tqE z+?d1xocCM7RfsXyvt!=Nu+!XBDnz5@Fp+-Brv9YDQJe70CQXBEnD7MqaTfCO!pSM0L>qq_Q+*s6+c^`2-bYN za0)`916vy)COYQ>=iSxDtP=UVFfUg~wkCX?;h9m=@x@A%M!zRY;5-R7=$o?5YmkK+ zod@Av#o&Zv0f^^R@$U-WV|Fy#g#mMQ{3>*?mE=*gID#|8>G2X960AE@wL!VIVs(S zE>i7Z`THm2<6WRN_wp{H3Ij>m(4Xerurtn|5nXt!s?}KI5otz;+F`=@$m z{9V0XQ9gGU>??E=Olc1!P$iF^erhKjsFx{>CL^QJGUjgr0$ZJkYgHgDBaewCH`RLa z0N=)G;DL&OA_2o3{Pi=Pw5;lfb>7nW1EFe$$0L{2T(4jH#=UAq?xJ-BI-Xt+QahRT zvMX9iSs45JESEMx>&p#9fg}~|VB&=YUH55{{AkB4CbJ+pfds%II!P}cUZzXbvqDP@|HmQ_VaRwiu*ej8F8evC-q7YYesRN z63nU_gQbX7npk2rt~V7*Kllq_%_jH3a>6QHWx4#3*A=OhNmSgWc8Ipg{4MzvEy!D1 zphWw)6{-v=zbPILzqRYwd!yOpU*Fnww3|QujZOJ9OT={2cZ$#5naGRwCUrt}LHzbC zVb_I@GwvS?7nRIoe+qX0qbjf2miu3d@+MC&S)Naw*K8rh%W&h}&x5v;rJq(FxVBP6 zCHv9-lDaL-yM(~n_wDdO`#x4L+dHl%T25qxQUgl^k8{(waDMRul9cOKah6LcxPIyS zk2G%gYuu*tww5EX)68$Sy;&|#`Summp!?@x;wi(;r5kj&nlYon8q>M7$yI6D;0g>` z>=^vY^7NVQK+(mkWG#B^t{iiKo2X_OnTargimPA^hub@JkNCCnv!K!Fc_Mj&9f6b- z+8JM>zD!A;jcXcrCZ)ySlnq-+H#J|i7%mV!9`SHVT3|lqDT&!|B~?w>T7niaK9#fOkiY$fh@DK=$auctjn^0Z1Y;1u zu|m5WrDmrDGK~Guo#)UW&4p7gnmLH99G2LaKNZ;!CM<(%mIc|GUi#W=;vi?hO7F|d zRM(p(!dU|<>^F3ivrQ{~FDl7&RJOb>@}LmS542Sw&EV;O6m>4uC1&x#EsuD!#aP;N zu@LRdoc6vB)&wKOO?8l^Y`z z9r=`fs{CY6XC;p8=oko6s~v_*0y({dNNidJ>_ho|?nD+C$$!=7<&xxfhM%t`V9h^T zw6S_Ou2|YS`N=&h%~WKgtRnB4dUOQ1a#QR~tZJY5eD5Xo&@2S}TYsMZRjsD#-~D;^ zrY6RQGWW5$DSv6!%u=SYb+}pmQ;#dDoiGslZ#_=<{QIKF|20g51-ea>ESf2v4Aeg^ zt>DMXCpeI`!asRz@mQ=*fuspE=WX*%uoZlUsm5%#f*gBz^`Pet5)$*sJ~Fb7o;0)Z zP{{$==~sr#J8~ZnoU{OB`?&>$?CU~Y$|-+z=ka=R7>t{!N=Bs) z*~7sT!v&tgsz~ZfMAX7lifM9K(SMkFhI@ZyRYJq0(l>I%X4rYNjXp z4yopkSG9j8XoidQE#cG)iLShX9@t2OVnpUCj9nNSvx9^SNV$S08 z)C{hxY)M^}#x{Bs53iJ#&-jq%;kT0a#$>4|K`bkr^~|x4Y1jM4;Iw8b}Sg~ z!tt3`E%??67rmc0&S!op*}_eDK3xvR1T-}Rk#!`~qA||l<61Z3k9&(|!SxF!T>+B! z8%n6!yLpmt7F{h5W1`iS%VdjhdJXRSiw{J}v9-gMmMRihp1|4fy5osnZnC|1* zwyqHt+|;ooyaHX&5o`#;WlA<*yzG31*^O%idunlMyA8_JH(}BItcmgS`K;rp9 z_~Ek9`*QsBR+oD|QJ1^;hGaZFnqQ_6x^Gz+&YU=5hA@V_5pA$UY)vY+Q;*Mtd{uwh z{!U@mlDlo%_-CEt{EliT44#lZQNv$QVFmgTL*N_k0s z(@*`2F*h%2Kxng5p*C`pZ0n~qpG~Md+QLl#g|!HeXxT$kHK#9G9F(Gv^(EH!Z_Y^v z{oGoR{eGfVuH;MAncUy@adA+alaWTo=l!4RIHK2q9N6V-!$uP+F1J9GV_PskLC_G^ z_8W+gY~K16?-d|mvYq%1j=|Dzi(G%>@us$4oq&LGvCK(EaK4xPI;Y@KIhnf^P>sKf7gJ%gE+tOlqdO%lB%> z)hm*m4&F81G1Wr9@Zvx7GG!(oaf#GqlE{k-ohH~qQmCRzUO7yh_{XD3^H)bTT56Ew z;@SUoTb5`2Q|O1cy3wIl0$=Ny^IEFBo@w2`cjc*wCY4HtcN@WOFF3IriaqSoVftAU zUlSZBBN@d+)c@ak2$QR?r+hmq#>)SY+5YUzYr3xkrX`$%_T<&RH!Xbf*rAub%(<5Q zVm18XR<-++j9q(qP~2rfx`+QN6H{F^SnAaEwDO4W=n#u{WPkuFHt;rP)|gX@Q)8oY zt=8~MqaB6QT>TAQ_xjJ>)!odt!|ScV7e`5srPqF(tkM^~2E(r;vJEa$PsGT_OIOD$14w8mGqVZS!5xLHdqgk;#$r-Agyplt|xxE!nMC zD_577HEC_f&>Qmn$fQ5sK4OFQ#eYpkgjh>T6+bzse<8`y_E|A={$mee57>-o3+o(67irCP4havZLpJXL znbxjIXx3rV@18ulUa-CJgyT$=yz<_*rG$r9WcfuZ4s=uFI#)Fl3MLFX55SE8MIOx* z-bBhxhL01bdMfX4{f)@fe{EqcHIPZUJdOR%P$cKpF>uf3H?zkG#k67&9u|_2b0u$2NSgz0wxYMA2Y&UJlgj%1a zsX0Bh2cmR5g}n3?9S7h7dadHfOi9iyYu=-WA9~0?aLfl*IeS7OzjSh~j19{V7M`^s zb?Mqo)DXV6JpYFjrz#aN^z~MX3kWW*1L@63`gOws&Ne2+lUyNUe56PI+@ zdy{X0P8oZ6*6ihF{mrQx^pp*I)*1AX8mvn%#|_2A@a68@>oP3~%Fim2R*Z zU}Cq+O1D}~LtGJm6#3DQ@Dt>fN}_=m^K$PMnh{2-w*vu%qe9(y68yc;?Ru;8BD0oO zi%R&V?fVTF&?1ld;H~;)RVY=c(Z5**+1e&glblgelt5LwhzCCOcI0A;@OI>)rRwe6 z>?<4XWVUOJ+ntJ38IPnyx100&Y%3KC1Z3K`Jd{73LG_@i7!(}uG>8-nTBVyE@!yVB zbYtr?Mn#JGaqeM-k`m#0uvx$ zqr#79Ji**$i7XIo?s5p*71}@|$|h_$DjRGMgNKGO;I}(Cus$K(XE4NzaXgxp zph#FdPj0s=B(MHss{#PG{$>=ELDpoXAQ))F6c?m4I%ZV~zzw8=fcw=8rOIotbfC8z zmPe=5v|gDJ9$EIO`p%gPn18nVsN<`(?=wMO~D-TJi7$aqJp^w@zb9r0)Z0Irlcq-@RQnk|6)JX?d3=^ z+YS`g{TBn1;(k}g5tQSm{Z+aZ!r?^Y&9M+D%)1cs zX>Yxm+r3uT`&=&7x<>z*-BpQoFez*&$$rjJNox5Ry?;H?_w+c+GRsb zqx&^on@Gvx#|c~;Sy6(dEF_XUulbO%n#(ZvlKZ^nu|S$Q9J}kuIK*VHQe=<5Ni$^K zj5qbDh(jsM_0-;tQ#ji%j`Dh4*z5d~bLgFae=63JB>n5pv{lj}?xff!TmH~LmAGH5 zNH>7KeQZ8!My2d^9wAf?sK~cw>_gQJ|7*b_@52citMwqF3*uH@wUFj>zgy-BgKug4 z{{y~B{srHT{D>}(QuFXfFBC|pS!03iWQ~t~-0U)Jd85js#q1SYvW3O+YD(+o4;!xZ0bbx=JmePQ*)-)Z;MrWKO)GUx3ps|r`CXz*5Tbm3?%s1xz`I@f4LC(QItFT&`oqSbCNkPx z(FmJs&%WdPEYK#qfZL!R&sK1n5Hsz$-%egl*+RoegzaP>G6{6JDe=LHLU4w_in;3s zUaL{%NhEHEl4@n^f3Uglp!2e{>Udn`@MRXSt|OIrIJKfMPs$$G z>A}ze+ytNF_Y~`)7P0Gb|3FOsVX}oYwrG?Rdt>dY(Ui))Er+urO=qF?^=Q zkf;idu;X)A@%SV0IyGjT&llu=Go;$M#=G0K^G+w2{+RiKKe91ABq#0q5tdUS(jl7Y zlKYogiOGRL^1yrT*m4L88yT0svO@c-8~2?3#2}#U0Bl^CFTE{Q74woJeY>lfY)#~u z({v2qIz|qMWNp*#^EpyHt^BqK*w(VM;DD1OYZFR3vk zU!dq-OF#|>qjg|L)*gXHgpj77%vUWt!!{}Ig6z&v=y9a9CU%+puy|BBqSn}>H=b3u z65N(&x!xu>Uq=1kgBBSxH*DoMw+Za`s&+qgmC|+_ptHs|rCu84=S{Mx+9r#nL=DAy zNdKRz@c#DTCj5)*yKf}X0~)F4cTXDl#v3E&SXg}jvkEWiW8Ys@cz-NfMB?{8C#Gb2 z^Y@~Kp3^rmVa}g3z{ifJF`ZI>7#y7YUg}6U&n@Gs{E|e6%(Ktugk1cdpK?rGx-Dme zME8&2ItHxh2a!ZN!drgm5?Lkw(8c0aYDI+-}oW z1{wA>xmC&qG>hwDI?^qhMY*|8Gg5RcE7<;;LYG1gf5~tjnFOuPXdFUVFHH6RCF1H} z)BF;0IsLQ2sktVOiN88zFnZYNusqYm zpAUN_xT5uiw*{x~R!Rv+Js6^~?oOKK@20d)95m)DD!>--2NG0N@+^tpj!X2kpMiNE z4r{1(!l$DuS*(ko-*@~%yw_Wq*IQ8v7nIj=+!YyCzB>~ans?NJ`aR7zK1li|M$lMf znM|3k{p1NO*?LL*-_Wl0#b$OIk$UD5CPsU2vidk!_T>!GTGbZd=5(wty4N(iYZJ}t z%a>^XAu_5QF*-y^+Q6qC4xK@Mv*V3T3XI!{lQO1_=+^DYgAuB;X>$w`8DQ7_pmQH` z=)dPDF)aWa$Pn_&&}@V!e&+7aR?$0d&;^;wB{Qp{GVh-eRqSRlK-yL&#ZD)#JFj%! zU^2Mzr%O~cBrLq_Nw@llynu!gfQI_X-CY#-jkL`2tFK618%Ld7=pru({}*L% z9Tipg_YF%AA)V5obax3#3j)%EGzh4Ogwowz($WahCEYMEh=3w3&5%;kGW4_O_uTh; zU(fZt>s{+z^9O6OX3jZt_L;r+_w)Tk@-iCNhx?@^YfK!Fi2GQIxXR?Go|nd*rxMb0 zreryG?zyIAvbhVO&mwi*+S*pu+Bzph3Pp&R7e-&=ptGi0IE=TeJigBhm+y5dGKVPz z%S|!sk?fds18;ZUohUsLEQOuy{^(QcP<$I_usnVEdN7pCsk_FIPtwWU1$8G8d3N)A z^%;jpF<(Ac`|Ei)x95ac9;0>Ty`|o^4xOlx3JHoca-yl)FQ3QCbvyMWrhYt1V$&d1 zl4>YVhpTIxhc?$U4DO-HPP(s46)aV-ctjrk+=!$dYEd$H2=ztVW1rR%NFBp@G;ci+ z5^H&om#uhWXNKxZ;h^RpzyETP1rtoA;!wLUz-_Gu{ zai5E`xNcQeffv}HG_0Odtl&IlwKeTt`<4VZPo_6a*84QQWHQ?Qif8*nXo6zzi%}Mg z2lQNs8YwDYJCdsd9KKr$-=bQ!TH5Fv<~s`ByS3pEv-wrW5pS5$)*)}9%_CwZCV7sU zBde7CF2TmzYR?`nB27q^>vq0x)OiB*H3^i)2Rm_D0aG2*1bOE%0W-ro0iCl(PeTCK z7brrT4w_`ypM6SqV=GJWm zw)#71WfoP|a-`5(rY~scOiCat{bhzi$M?U9<4saJlgN75XDV~pnc{XHAidKfXYe6d z`GkRzZEr@|6R>YC*Y3)GS$s9mq32_05|7>`z^&AoK~hlF{8i$P<}Ob#77Z44&)q;$ zYkak2r3nmQlJonTN0su_h$!Uq!{ntR5h6$%B(KIvta~;I8w@0XKVx#F> zg*Dc%>h1P}{2{fo3RMI)bPZKeBZ7;gTHV1FGx8n=TzRQZ^PL z%(9?>H}p$s$WH8`M-A7XiObK30-?#sI;?DoPamH0=a8{pE0PO+*w^*^X*c2BGVHo2 z${XBYI&JdtqSL2nacHD}y9plba6IwZr=E8fIxgakpelbT!m02+jV#9$JPR+QD@-(ttwjtW!fyThw5E>}WHtJCC`Wk`}6xMTe$hafjHV0|SG; zieED>fc0QZ@lKjt@=9{~Pjxa9{sz`%NQ^k9Ne{K7=*GD#CU}20iPL}o!KMz(q4Feh znvt;wA6p#RSwfk8-fkl3&}yuH zktw-w);Zn&m((xeNJpP=fu#{?+LD9JE;u?ab86q*C2zF)n4} z2I@;ZBl)eS0crK(dM{YF`~3$En!e(%=8l5h9rIJ(eaRY4E!>SfYRwWl#ck1CO1`Y` z-QI*E+&QO$loA9wW)gakc}cmzcSOk&9EnR=HQ#B_e0tFwi8rzP9I#JyTU-iUovDZj zYgUOx2(?$2IU_KbqvhrBD^LdKlAl6%Kzt+5Wo+HfIPehSXD^{To6>@FlCa-6yA1&z z1H)&nT)s`G`?7+JM(r=KPtyK*LtjfbPWo-Un!)WW9fBVVK7ySwNqLTTF8*VlFAVr)#r=21f-&<`#qNL zor$ix-M+pdqdDVGOVXKHISIn&OCU3qG@=R(A$yZ=l6B;Qd1KTrg8t1j`JZ2)UfE)R zS@!scbT!>k-R$e~yPgbM^nd!2f~1|5KfMDa8n>0mfg{=HPSS@jUf_~d9=MD+65>Wl zZu7M5e#!R0dll|(m+fl6{-;##{vwBkd*|)-K9Q%g#Ev5nD()&W>k|G#d6Bm{_m97M za1AVcj9_1rLZpT5e(X9yq2$lk@6>rj*|R_IlpejuyTsQpp+nD|wZWP;Vsc*QB)Oif z+X@9?mYNGk{bbV8hdy^D$u-Ai!GEMiw|SQm%n7M5MmUgeE5lmi6@Iy`{o{esg)~~u ze|$Ejm$noU?X-MpX)kB?eU3Aib~lo|*7@;n8;;~nlgw&;O4})NmAL)GrKB!?e`-5l zy(U%X8I5G;8cJE(_d9C~-TeGCgJsG2*S++2%?4R$G^DBfh?$ar_XVUfyYwU7m}Zg1 zlY^HfPO4XjeQxI+!$Ly?`z6Hgy~fUzLxpF_u^22U!jPuS6O*xEeoscNnLm9q>4bY) zT_}4%DQ&b5E=CT+E4by0qV!#}*RiXsNC~3Eo0Jg` z@?=#8f5kGrI|fS7CjzKgOjxY=BDL6}$7+BvdGZkczSCot+-96WUf1v)((|f8{JJ}b z6O#$gg&)szg6FTYaM3Ag7SP*z0r1P8E7yr#Lgs*;< zPZH~PvRmJ-g+%Q zc>O-d->HbBP|`=@$}&XBr#L(gs;ocJZ3CX0*;J@vsrxzJpL2zS-bqZf*I;*u2T>b+ z%?)#|Z*Ke{j6;kFX0%h1uV0IfRtJyNhJUWwoii$vE+))Tz!rKL;gpMK{jhG(4k4cf z#QcfNda{8?5Yvhaoc2PR;|}R}AgVZqOxtK^x8ZVE`OAI)H;u|;ti1GjO==I3p!o|X zFscXK&l`*4AmCQp->sK@LMyeFpa26r9(`_p$f$iqt@1Db+v^8!Cc7k7$ybKc*2v(_ zMJWb&&TOoGH08{XS7VYZOapTPidvjUDhLT6XBm~+pb=EKPn1jO3hZ92lryQU3WwCeJ_w(neOCA^by+D{XNu*J z01I0wPV^Zizy4u}{(j5V`MZBENM4Wg+OT`0LTK*%b_ZD_3HI8mNmNDtP{Ss`O{${! zxRhX~o;!U}nrau~6mg1=TvLGNt0XBG_&`oal{l970Rkk$7JWnAEqZ zoY%NXe28D^O45>*wD>N&ThqHX3iwj@Ky{sV0LJXl~%zIDfMOg_x#R`ElV+F&eqg#us36EXN%qssv&t%lik&-kzqu&VO_>=v`1GCKSheN_$k4a+ zJ*8S-ev6^r`B36M##hDqL{Z;}sAIyL>!JU~KNjRi6zC1)G5%MpjHE>9{Dnb2DNgsM z%yeipf&zO$ z8?pOjiVUoU!uS-^5+Th7pDtf5v@^-1Iqxd#v}zZH8c{~f(3A7&J2^X8E2AvYQe`X= zhE{(OAgef$2HV%5y?`zmHx#3Z+jcG88EBt2*T_tEmW{VFji`^vrintE`&rw;!jbl! z2q{2eCmB28X!4z@L+BDcP_QmQYE>b#w4luErSZQ0)`j;!9~c+NgpPodLQg1$AxXu$ zb6^vs0Yz36H?t*mYMZeLzT3AQMLUvvdu8VtKS^yV_8 zTeap_fmG6!+Kep{qVzja1?c{;wn7yererL@n;hS8%HRSHSruLu3u;x1(T5iu|J?Uo zD+ZJXzk)+ZmeWZrV$osAr063k*NuRm5eII-)?o;y=Ns=5aEZ6S`a_nb(DI>8n|6pD z<P~l8j{E7y)W-F|6O%TXYB}f52x|1 zQjIb$bNm%^fE=*?Oz}i>oZ1SY|0Am(0t>VM@VWOXDISTv;R?*pKO{ggnq6 zP(DDjn!I#48+kTlUA$AZF}xDb_L5?t8>%klG4EoxXb!dIWD4!o?anm@Tl) zU-_6sJ8#FxmsM~)X>RPXuc#b7N*Q_d*wb>Ou)?Cy<69X{`6A*0`#&FFWpp%3C6Nyz z#3vt-lS!}UUl8l;G#`m@-cR+!Y)`J~d;18It5K@aoXC}%;=YYm#H{beO~+?5!6@(2 zH87}7EAx%YS;xOZ@RdBrn{6&b@vI+fzhm?SvpQLSeD>t**X{gDAJfV`-AmPlRMI}s zPROWzDR1yFMzKTuTc-cc|4c9Z^qBX!srl(&wim{A|7Hmg>iuD{>j7sDLX{N%PhAkB zf+{598#X+1Y9LNh62ebgmwjNA6Zrp_sK_YM3M9+E6} z)axcZpefvK4^dWLb-@_nw~4xrZV9Ela*JW9oeBi6qvueKmCWUC9Rf~ee&YV%#sBNM zFF|YjpXZ)d+P2~MHbP~+i&juKEw~vYL6F6Nu5BtBp0J3|a7J*nW@Gw8DxQ|2s{uydbzc$6C`3msJ1C+hg2O z56!;l?{oKmjUo7qp#XM?kPP=fA2QU<@=yW8erOh)TmHY5{d6^SH=5fRn=aT&&i9)R7ABxEU;sqiB;=&v_BdCs2}e5!9cjNKCRQM`i?4;Gx7o7flnCG~c2t7A*U5l=&t zkCF3A#H=IrSQ65OBk33%pv6ZN{4-bE9o}VPHYa1)`O`jALYeESJN7EdIvlyB{O@g2;F1Dv)7iXu%o+<9>K|by^J?b3-|li-Alj34+X_M z`;77vK?DN>4qw(}SYM=@$lNclok}V{WG`bF*b@t*Tw*N2(@BfI=7F%s7v}xRbZnvj z@Fk7%r4%IHNakgSeQ=8CXOuDl0gRNCEp|b-^0*geQ95{E`Sn%#N}AuQj?vFP9O}1; z_EYBm*L`zo{hu071t8Z({6|&#ZTju@q4crtw<&|xYN#e5^1GuS*&?!EJPgDX3Zm+7 z1o%QW;DT zEQ$6Ib-CAXkU-NzeFF^p2I|0())8Q}+2JAt+!1pOf2EJWq6P*!#nhc33oi_{Av-FY zmWV!_?r0M5{wlplvH|w%0@nR8t)m+0``8`39CgurttIvGxEL3hyaO*AYc-3>%nqXr zF?nnOd8G@ZD_Z2YPo-yrz_=s!`Ez}u;HKF8eqQX2Gl7P2(ldId;HWN>8)f++)3U-H9` zsK+^7LZkVIrp_CM(-K3kKzp450j}S;`RZs0)emKbUW1!UF!!cTrk)l0m^iqUw)wDnpA=^PN^EJpRvt+LO)7_VrCQ&q>l67eEtDgJC32iR##^`&BsEN zg(tb3bZHuQ>2SAx4!~<-)5I}a04^R#A(DXZ$Qz&g(FN*vs0G@7jXz8!44xYI9bf@6DZjCOYg!VVaxHrp@-U+kR=LH=*Dc;wn@M%zb&Qfpjw5)vy>|6%F zwCZM0Gna1<#+r_Ptl%zg4r~wcG7Q5FLHTslu%|E(zEb6y*Y(b`;@GFXevU4Ol1Qj( zv!Cw5G+M6GEt6K4<{0J0^SAgszYftS;$ozzNTbJL=r1OP2N?(WAm+T zz-xd+h0a+KrK!8`BIXQJ8K9ILR+awR)=rDL-Kwf@gKZfd7l_vZM2Q;CV z#u^lfXQ70c$GKJ>`U%4m5lRI^B{ACO`u_bR?%+r~v2>K$q>2-CP}WC)z3-&WRBe3U zq!A1oeMV)zGi7NS_^mn-QF3TLjqZIk&ksz_Ov45&!>n*pEA9du*ZYQ8IfZyQW5xq) zca=sttg4pCt1aXisPAj@fSoHR?$>S|eU%okCYUy3@-2wBOg<9Uk7J3lry6-BanR@d zm7ZPLjDvxr(O{<1DOog4YcYTLncqEu_BQZ6@cEDVR8UZk5|c6q-;H3y?LjY5^cO|R zt*4xuApMTVW(Zz9;+*+-)Y9Uacpxc`c2El9n@GAR}?8Rhpo`NWv= z^UbonoHyWH==Y^=QsGl^KP->mEpmAMIKm%PG=ZnwkOG4&16k3|iAk1fL)s|av4XCBb8Xh^>egp^d|Ib8fqOY;JQ80-2|=5e~=25=h=j64Ni#taFMxE zhQM1Dtb=Q0SUqa;=mssr^t0pyU~2hw1R?pXp_+2n?>*zjoR7Y-M?WBA?u;T<>;%(C zv_VWz5d1fe9P+UZebF}kqEqEeqpPcgGuhe?mj z9pj#EudkQn{!?4V@2t6;<+&?rf+`kJ`P6+-UXl|>w|R~Pn0#(@PF+Qa%QI0@@Ko?zz4(iBM*Llc>*<1Bv()34 z)d_Adk9v{Ch?A%SXmOm*sTsQo7x%Eqqo;x>zNw2=ui|A>iDt8&Y$VwO0(DxoJAK_D z_*6bwtb^e;1y7-U@2APch#n2}eh6`iMz?2Oc)cS+#&f&I}lM1POePW-HA|0PmGr{s*!C#Lf z6?0g~$H~8?KZpM3v&U1WE5Y%YQS48Ps@i-HMPV;*PSj+**G=h#6CXSq%qx?4cU}=3 zyBtti9UUYtl%9^@uB$@KfW(NuTHG z`s7Am zuh_#uhJkgDJ(VhZbUD*(g{L^bt5#qPAw1suo((F{0LlSh4LO=q?muM2=z@K3v=*d3 z+&Rphx&-Ch^YXW%S!UXQm?-ZQtOb&wi&4Ib{unmyL&~12W6N4|Q?rBaw=;nsWgb_9 zw+B%8UNgq`KOd9E(eugzlf)qrHha%>nzHS}_X=pP&M-L9AnxdM>?xl|&mEtGRwNb` zY?C9L1|6f&^QTM$qR49YzedP_M|aM<(!D(PmAAH;)jL9;@h!W|BgJf=*ICb(p5MZ2 z>TQx~k8-#DqnBKk>i0(vKBj&4jR^L#xJ4oGnBcjV>!YCjWQVe(7&U3mje}>6V6g#E4S}MENrl)i3yfMAG{`{EbccaAU5eRE zfYp5VccqjX+^G1iE~3OSBwj;&K@XdP{Mr26%Zg#1N2On;ansa@u8bZL`v0e4^do1~ z6B^>0MaZf|5cmGiu6(~S<{xHIUCq>IQb;Vx2=F2SgX;r(Tald|io$vCuMj6Xf z^t4xzRd1^d{?Bp@ukvV^trY!i z^$ey&lm9{1=po(Pu4^|$t<}9!Z^{{#7rn;^vIwRSK>+#b+BL_Y1iLir6{T&n8j0(O z-WXj)K2G^gN1fR?@1ic~#w={)Y_LAA#;+gNC=@*THUnN(VDfMc7OUsqugrha(Y!3| z_o@4_>ntPnGMhoFyK@H&f@jVuCwv?x7>}%MO$ot4n(rwsCO_ttgdbUiK3opKSR=B( z2b1dp;J70Rb%v(Asx4mfkG!YtDjth0eEn>6RXmjWAr=&tpRGXj5CNbMD7{b)x=JL} zb>_)|`^Ux+*yDwGlT#Af3PeqSqS_&Z+ zd2b3CIH;`Ig;}UKw)7kX+pZ1t#uNL##Js(EeA^x~~a z#SBg2clTd1*sHqq!{oV-JI3%-PWUhOTnqS(%*P`re{0qUyjYD<>rZgkR^L~I7mzhI z(H^x!|9*C+>?J(%J;B}UE8W$6PqeLAuFLLr&@1rLSjC|?(2zV?+G3Hstr1Z``y~8I zOvCYhXEA}sYApU_l56o{JzS}`xXNZ&`9qp&SC$!<7Jq}CzC(;yw!Ml?PK2=I7}ZZk z^4k@u#^+Zr4=rSpR99l6)G7fps(i3`si|#afFhY3jGjY?{T?u^)DVPA6Fsuk8}54AJH>U7%WZ|OfkzAI)T}>e6i2j zHe-M8PkHy@OlO^W`Xs!Oap`oIg+f^Si6rCkU_d|4%R{9h$8+6Du2ac6YJhMU{#zqd zKQYb4OaI)Pv%UJYb&J?tF`Jz34*ALqrQKhrm4rqz5kvTYFot8q^2?5loKuGEe9QM| zHPd*_c=`~ z&2gr4FhE;ZKbOgT`ZtER%=+_X;@L9Q*LVLn;AbQ8fgTi!7^Gi9 z_4QvsCN-d>^-!yyJaqUs@EF7lAXUurXZ&&hK3FR1{HedaXa9L_6pD$d08mU^gM2f( ze;w z8$7R71m~|+TpD-#*S%z;MuF!wc&97>=M4kk`M(B6pa6n`3TQ@=4_#F9aMAJknk`W9 zVJ7CGBYmKAWH*oC^ti|-zxT{g(9Kre93^M-UB}FU5~da|EX%hN9aKV z_xL}Mi)OJkh3mvptlb+lbx*D8YfPtvS?{i67ofJn)sj75OG0%Tx7gn>q_GM-gS@vB zSUd<54?&5Q7P?SJv)rC2#Yi*~@jLnp#1f87N1rkz04uf4!_;f5=%V@WDZtX-12mBL z!xI0O0hS)GTmlh!A{gSD;@TI*2C`}rE<|rU)5=p3vP6r|IVHjuJFj&&&E|; zaDRO`)@L7m5CHobiC~+l-<4WKfujtgKCv&>I*#%}XP6q!{5ID? z6-9u8o6=={y*vPJDEL8t%~=}VI;y+IvlVDIWadF8mSwEy6a-}h+}leeM_1LlT_*T_ zEsxD_>o)a6vLs`){HNk(v%O3Qiq*a&s>wZNU5TnAQSU%}JON5)){8RBIam%RdY=1teSs;Z zgCDDmrPwk{^H=a{$t-%<~ zK$98)pgn?HFaR)A@8kgGus96BWyHDkRPC&BDkP5qZxKUbua=<8FEn5Z zWJEzjcCyDAHKWS3SVxLRUEn)BkpcF^W%Ic%gPfM2m`k!lVbpinUtXV16NOw)6w6ZF z0Pt@}c(7ZK+d!&3Zf$i~&NeK<9l(!NLxVuj!x$&IL47WjM)et9YXR=e8wINc;J$4$ z+vH&8l8)fQ9?^bVlV1fmYwb<|{ZhNQ-k@Une#qyVwn~M(1>RMu6W_o!(xNOT!+>j+ z`H@-{<%n^*k?V_&p~+nRPOb{vOxALrmR5&3h5?1DIG6KPNoBP1I6x{LOjEDp>Y(F8 zB`YXCTC~k{C}d>05&j{;dIjLYyTG)o>wemfH;;+S7Kvr1+l$F1p1R==ycoWYb6yEB z+FNQIlyR};VCbX)&#=qsk7m2mb!E!+Nw&;4q`!qxa5p|BDg{F!+iL{Avugfa`5OZM zE}Grt+OB$)ah2MPC}zFd1I`Tt)%UOOE1)YtlGwlpB4+>mTJqfz2W>R@yd9PzPuoY2 zx&yv3SICL5VF%v=<2HOGk(Is*QaK>VZOPX?V_OHJ- zA(4#o2etu<-JJlB!^q~1f`nN7I1$6x2G&WOBimO)>+8U%pk)o$UoGNs?p4=ON_Dc2 zw(?QDakrM=5gBkW>THA=oj-nJiAO%HDS-$9UTgdj4OW0{MFb$~V#p?u%)uj62Z7@Z zvcq9PEUbLRre%?*Xgd7gP?id+9{_9pORb(Vw!mK1b5)bX7sf?n~Lhft=Ux!0&B*WV{qmC$rf{-W({r8R?@aGSi70Gi*Zg#c{?&B+6J z-}9bk_EwPl3~2plh($NETqg)@EMn>&SfO{%4$yQNL7yUCdk6e32AnZG0R5xyNGYpS zs!R?4F+DfoDL}Ij=z3X=-{FDYcXTfx;}uJR=?#G&H;M>t2g#CYK?j$Kz^njSly>0XxEkXJ9?)j!)~gv&f3L}_rjCul zJZw4*m1@_W9$=wZlv<25McwXK$i~wugsvfPomoTffMsfwLhh?y6VTn&+yarSkE@Z1 z47bU0h)E&KK38y8rBQeF%Ai)P3ZNffqDi6?o=N1P;y#2FdYD3)f;Qv;WH2D@YHejn zU#0nS`Ss&5_t|gj_xPq9e*@RiHWU5Yp6kzqiHxe_+#5H~qM`p) zGvMS(R@A`o(8^_@HFEnaQ`gDPrf{>NgfiCkA^MVS^-uV>< zSJN7*k|{suEuKDc*QXJo*GOwD@GLbZT9-k%^m+9NtTdngcCX<2x^&W%YFa(3 zrDvI{rt+1GH#pw^Hbq+pN|C$nVO985PSollP%8rWl!t>>M*Y-(6Xl#RvFQRW@vzTr z9$Dv$cXm}Ib{i7MdW~y{r*L{<+Eq+JTA*!4zXs*sia1l^`YmHH65sk%6kNp35QY#) zJ)T$QL5YX^)R2){KJpdMwu9e&Mi%zZJJ?hO}FySaIdF z-qCeCM_0#YiI9Q1-e-JpQ_Bzrzd(U2NZ?#HlWqAp^8U4n8Fd1YEYc$5ah|NUYEPC> z{daZxVNxXsYY#u={+C~!Q8fX&4BJ#DWmg-#!%kG+Cbj1-g40|a>Ue4lQW}0-O1aK` z1|#u|U8__|Ucg~IZuWC=f3k^OU|y_FkNj&&_f;v~LcOJ9lsewHsg*{FtD|vG^*E_a zZvIi(paALV9qbd+X8RzL7Y!6Od!cDAHimCp47XDbBb<}`RzTw~O{-i$9j+qTKp=Z_ z7YvNY;qXdiBHgWOnzQNUwbc!^`2k1w-H#2`nt%eLl;{1EL722z4iOa0&lh|bCUFzE zo2vLVlsIySyp9sZLvSzVkg}tEIws)c2rJfehpy1$zw-=Njw5;){fmhlLMa8Rhwr@y z3N^*!HrZ%FB5f44C2Ga~;aJF9qKbB6%3R-M)}tVEVGNQwe9%Hj6~*Gft)N0k^8`YM zTbw@PNa4D*!7fJ7-}uaBxUJJ<4}fKaHyT-^gOIBX-(l+GdaL{SDG4(p{uGG*WJKOg ztr%TqxV1gP3dE|zL1M0sVGHK{@9`2$5NxX(p#sn4d$No_g%b^CQ;Uz<*=a+>7Ur z&6V{=kcP{zt1wX+>bub)Jg~T|0gBd}V&vjJec)lp9m0Ty+X927NO_y1%aRnkC6cNq zQa-dPnVP#1wBf83DQV64&&nm{LZWrEvwz#qaCLn4*g7+y-x4pi&(hgXSej^S9GP7! z;64W`_-@+OeG?dWs>_cCD0rLcYGyMuq~H(MZ0cF$PXuK{?d!$ADmI#JeA7`xBiV zUfq#+%aZI(kxeq4nM{)h49~7Z{qU_x^{>brob2DHf)zhRtHi#9g`L{_dQR2eGphK& zr$chWV-y|#i<48upxK0)^23fMev6~aNM*a;9!E-aoknx*!KXLDqBa}vNBwj&+w0+P z3Xw%mXa+F)o+iVCDSsGv8PFU3OA$n9+!Xh*&q(tVvQ5)V(j=YvMWFcGh-QRHkqHgh zp8NBILwA|bY%k0EvDyl1o)pX3d~yhO6%+DDKw?PH-#CO&?yaFP zBKd$l77}dNT8G?%)0Y_tb5jqJP@_-k-?R=L$d3S&5KYTrb z{}0e)d7Z36=KsP>x=E-NP}q#Z!NXT77VS*kPu7A}cL!ioKmI{c6p(fv`KW2#{oZF}wx6}B?h@7Nn0Ks# zKUH<9`$dJ1#-#Rn=3``K_*;r&9iF;Hs-<^wpwvueboH;(aGKZneA(uskj43BrGBw! zWw0pm!i_km7A{g;UuRkyx}dtQzhhLr{{FK@CMC#Flb^9|xvFC9dUrZmzbMLIid-R- z@2%1BEp`^^*r>55(;62DKIvG=n|?evm$w<};M#Q%%0ED37@RY0a?@WxQ0mN+*0pk6 zR$GRwT#`l)j(Ox(UZ1}8e80f8j!Y{#b?**;$H|zcjJiCm198_e!S2o6H}iRbjezp6 zlk7}xzn}JuD$V_{Z|aY5qxITlb8g!kZ)s4Je%l9hxYkPzKF2qkC0kpfIZLB6Z`<~y zoa3Emr1X0GeZNWrdSF6d2EN_;1GnbhF_!OJNiv0lZ{e>xxUKKH0d>XR2CJb; z6gdk^BgJBBVjY}Gb_W$K4Bllcos$Rspcw=c|+XF;@<_4!6j(dD(;_b-o{@A`cUr0 zdFdm3MpHnC$!<2hEh#b{CUVf56Lf|8eD#%KRKCdZV0+5`XH#z1_xzHrEAuFXLL3Tq z=e0ViR^}@AoU1Q2Wmb#pK+9R}X0@l_sA76g=TpL%B(R#6La7(-FLazOwo%G*%I>7N z^S;s9GFsYc`-~{_c(QuBbKoqOga1J0J;*woSjn%2{alG0*(pSl~L3C*v&i(8&Je#^UwI+jJKu(i zh$Hp8f8)$ViNpURUC{b|0V5?lAW~w`9?;?gE0Lr%MbF09le#6*=gU7ew=Y2PO~SAQ z#6MBh#!KSsKoj+;fGIrQB{b@qnqBhU?|cSjwIx;0PSC7vSj^GK|DIoRQciaQ>Ed?W zxtw>cKd*4`(&*Jc)FCADX9#h31I34d@q>6aKT56c+fUkIWzIa|I5^aXvHC4FH}fRa zikMyo0uo0zC|iCM4!BR}RC!pz*zxFYq`yTvu5#kRlW}lW^g*hWJR*D zf9J50Jdg%ZfWZKwE}$WDUaq0i&K6{zJAVi_@fw|7ie+`L`^J_Tve&d^_T$^~dt1z> znrSKtO91Ivo3Ml_+vi(!KdDAh@hoPu#v}A4H}8A>DYf1PlwryQ-A&2RhtDq`oCBE4 z7mYbp*IGNK`!L-)?wgInz&p)4oFSLYwR3PNHf#*d_~PMFbpG?`I#o2fEgUCSDWKVd z0rnWfuekTXiIyZZf!7Cd>ye(E^>T=Fpv4I!ZU?X7E~;`;w-@F{3KzRbiT_c){^i}p zsRcbHyv-l54tN~MM=FtE7ecCOrrh1FN@BMkmHS{{vR0B|iXzqA@7xLKbwVZHvEzAU z9o{|uE^ZD5WKb+x{eh%Jat0W?r0lpviF*tu$6pS<=HkbcM3f(>UF?f+%r^%ODdGgN zdoi)^dz=A55amrpueyQ|^jM|pA+d}hw$qOWoLTZ~7!VL~TH|lN=q6geJ32Df_ze0= z0fjtBfPA1L$Nv%_7iYOd9gw{mKcl=nH#twh{~i7^^S~;@Jc3)r;M~R47*6Ie_$V_Z zd{EK9!dmN`zN@^yR*yP|IccrG%r3{1P0k#_#D+Gt0C5S3rVBfI=3=o`)p_DNB!XljDtk;2vb3BmE_aSTqpGv-j{O8 zR<#$`#jta_-=@n{1+1h27VMEzN-ot1W z;Gm=8IzGBj97UWkd-3tLj7e!UkW952vkwvhd@I05c{BP>9BKF+(uL49N%?zy7X96o z!j=TYUKS)ixQSZpIDRVb4-mMRmMcb}T~;JxkToT}Qc(b8gL;^d1T5(7bucKdhYJT+khik?I1(b0vj5kb`832Y3iyKbiMqJ*1MQ}A;DD*Ojcof(4`$s$rdB4Fr~&5X&E>^RFGMC|#10KZP#OFOkY*Xw&| zQpD>k>!0C7B(`2fVltLR--cHk=iYLwDW6Nn+&RgHytWAaKyAtsKD?IN``gheT!mPo z+r8`hZ&G6y*tug89!I^sXW2Moo8;{$9BiKmx4Rd2HEJ#gD$0VF7OG_{kMA0H8Wg2* z=TgKq;`-I&#E{WV4DRlsa!NHj9lPG`1!B6`l#DYh!99Au52>;+{*_hO)Tsxn<@Z$!tH1_?Afx9Ihs|?ST;_m&eI*or z`@Rs`gzWtgCTfIh&!n3KoyqmT@vL<_CZuAnh%F3e>UC@wJIK*QQ|C|p&8GOZVoDR+ zy&{u%%9n>8BFjPT4j@Qkbwxfp%ejrv8qP87j2C=qF~>XK%(LLtETne=zpk4jirTJ3 zmnU`VDM1u@)V8(?{R3eO$j9Lmm)D}gRtI+-(9#~+O6IwkrXJ(n9;B@ZXEQ&zizHf4 zZ6Cun7Nl25gC|UbXdFH)A^Kg6>(bu3_?Pe zsmNo1B&B$WKjsXD70SGwbckbDE!Ut~P6Mco6VxCx3z>cIYnT%9mJw=AF^Ku6i^J;x zvujI5mpycIkPS1S47g*&hbvQZMiK>=ui@a;kojttZ>pcQw@$bfZz`$0Y zQH^&MeP6#E!HuSf6Du@Cp-xmdWqt67`qA&@hruLOUJzwy;4_KZtQ1a)Vn6GSaYr4) z@6~3nFo>fh(b>;oYGF+JMa`C_p|Yo?TCThk9I;YELBtWRq-FsnjwZr92z}X@Tk1X$ zKi|)uzCh-_Mk35ML814aJsIZ{QtS9hjyE$;Psf2`W_=H_Y;l(oXC6^ub)QhS@SWck zd}{X#4Q=Bg3ML#WC+x15hf;*JgFU9@CT1|>CKf<{m!QLKJn=mo2neyJj- z9g}S%u9a;`)HAmHX5qwoiow`BpKRi#1-=Df5-p1j5U^5eIhC>4`Z+~%e&{dfvul=N zfl%4iPMB&|>$m4SZ=ZSbhI8LzjPhJD3zbBER$cCqj$yay=~aEmdli!<_((C)VVY#B29s@$k-cW*%%dQY({A? z`(#RWRyZBM=sH!Ub!E7f_e*2!@8y4qW*O>pf1Y`THZj}wHxD z;4>|LYp*zS-N%K2J%W-8Usf*GP|DkVI59eZ{l7SS%c!XOhi#h%0qO1#7`nTqQM$XN zq)U+Q4w3He?(R~$1nC?pN$Gs|T-QIJ`+hz=?_&8u7bxS*V)j0N$9bGFX5JY`bd`0H z_vWD)?5K;J`jkhPJK)Yc2N~l=$g|Zbmw51&NLY}fHWdwpLY@2ds3~)0ro zr&uXngYNtCncO&u;1hGPV!d+LsKW7g`d`Q#SyvT zC`iaS{W!?%Hmr^XrZ*f2JFOv=AA)qyXap=5$l2J8p8_!U9i>#?vM&JZ9bkRnojhi& zeY-eJ5cBRsZLT*)AkkaQQ#s<4GOE1b21To&*F0a+UL)Wi;`Mz7f>d1dXitkizEPa+ zUZ!gV#It#x!bQ{7GA|2Kr#h2d8q#paV+4RFQY6HP)Y(-amWUYXm%jUn6F^8{;kh|L zqO-+?dce`(FNl|Hyej^UJh)#`H!>u2OTH&K3c;^ZqBOr*DDT`2D%kRmhfwoXq%Jz5$(1 z*4(Gv`&Yx}_fX+psJLe=oT<@8Z5Lo1KE@Y~Q{em{lCHN~flwAbq={Z_Piq;u zD!BU$Mk2l#DT8{9uNbS^jo-xN!sPkj#_~^@)Y5NZQ(opzv)Pbzeh=sSwPu12{6~_w z5}mgyJFR}s{}?UNxK`I!$fjSYjLG#zDsVe2l_MH*aEcQ%Ha|N^+E4wVJ7VfkB?{*^ z8bbWa9*W6g=mpPgPgtwX z8L-`#Z~B;Vgz>q+fHU=A8Mi+`Fo^ZU>Wo9X;sNodaS1r%m%uBkr$%j19!*JS>A8xt zY;(L9zLU;dregUW#_FnxokwEBed18I_UmUF8UsTHk>%lXG94ES4#QzpD;a#Zg=VBT zC$*%3Qyer@=Fb3R6b=Mb4~&0_nMMhk0W6{uLfQY!ynPxI1-)a+ZjYkjPi4GMa?FXkxL479%DDY z0OknD8??py2NMfxf{nYXqeo}(gG21>-Msq(w??Y{n4s%E&z^ghf8 zI*ASoX2#LR*K_}2X!7PKs4+S(+KyQEy4hqF_K&i$b@ZW^V3^>ULg3D!R*@N8LMUi9 z$^RO!5a&L_km<8QtH7vul$E6U4>yy@4j~dLnoo4lcCEXncW0EmVe^yJV$26m4JT>y zF6}2a=R#=1+EFh+o6x>3Zocn;9$#wcLgM<#PAFM7bg?fn3$pGFZ##Zf8<=b1khSxtzBKrv* zBB!EmI$72D-ydeEdxAY4Z*C>US}GL4z7W3TTKlfZgV`@}oAQbFs+u5W{piNC>7oqi zI+eLbo+2J+S79z)Cm(~x?7X-x%3F_`GHLZL4T0Nf=Y91%gO!bR&2!z@3hOTH>{~v# z`brEZWphHk?qhswe$SYioX>~ctakm3Xr6Z1Bk#CT^=j&A%Cl!U$eakGIJl1K5_zK* z&%>McmN1p!h#Ug&VbK7uP(~IoIIh;b5cP25zAZ9&A(E{@Ipr$2 zwmaM5g_O{Il?zY;``(epY5564=eutVbsdA-E{L?6v5LmeOoZaZ*YWQv53_JflBP%| zm&vxbeAm49x)p@u=o;L&`7x^ci?=I0rG2e~oMaj&fi_Q{%Da}-8V@n!7Q-DAC~zOFZ0AL0 z9aVQ!W1}jLfMB^4`pPXH9rp^x(T5iBF zIRJYxHk*ZVXq~zMECrS{2aa_la#(sEo%yRWs#t*L(L4T_H0&r!x2{b%hsNveK3S44 z17(Yu%E&`ceM7S;?;tLhgww~3TS%3MYxmlm(`0#UDo1I9Tn{=!H`ICOfQ(_32nk|ZUY2UUfZV{YVW z6M$b!9=KZ`o_RxJm!$I+&DZm+4>1Goc%_8|M^?Db=M>=cc$k2@=`eJ@vJ78JH|IaK zVz}t}SPVvvVkScP;aO5dVFaJ_k{{DsMzr#dQTf_1VN32_*K0JMMoc$0}0{rg+ zko*&z_U?VQ@6PTyKTJV@*c7s~kiM)UvIr0)N;LL=r|$z+1HzG<%Z(lF;pGwhK&VJ4 zAc9t80F~l!7C5JhVxlT3O@>bcBqKK8UUg}D7C@(#u;V~a%8H%s!D%SkorG*cdmy@# zAi(0pSOwtH;Pjzv0g9?PJeq9)k9jrI&Z2gm$sZUv_I(XR{hNG>Jou~scEm;0h3cCl z(hcx-;{_qQ4>_ms;P~gM|lDt^<_0L|LFn%;IcVkTtQtFcv!f( z7@lQWMVnuVP8yRy^;W$tPSd*#Rx#q&n|(-KR??=YaH4E_MxG4M$lHm(F7wf8+l4d| zPm~=saplbv?}{xaKk*LGf&ZFNYW%NUQI zz_W1p%AT+HM7LGJ}P-cWahd-tbkZ6Kv%-y63|p7tGxz6Eieqq+v73{7hmu4 zQinpl#e`8+Gn!KmRc2^j_dH@b1&Klg1_nKD2uui;S;wXr{>pe5lW8+zd=b@>7n!g> z^93V8gcrGIQ=TK1ZG2VUc==Q75Gs#D7N9);2EoEl=%C*T+0nI+$hPjIf#mz_TGsGR z01nX~1|5wA^j+8wDQVLYIO2}-_XHxOh!D&?(muGifGA7!KNMkRgiv7fAyM4v(VXLd z=6YdLd9CpX9!^7xgm0m!$QzB|C@6adL@7t)11+x>nPZ8P6ah`# z!*NT_Wl2S4z5FIr|9&whA78B3GlW0ZSHD=@=6o&tykC>!dvC46m5N#UA7LNb5bonX zKAR#?Bu3$A;0CzSl!VijQ++Rr0O0Vo5zzx?2xbRaKC4=|z<_FSc50@0D+iDYcGv&? zBKe`ACFdt0jBn{*busgcoq>&W zB)Fgi=eJC1&7Po^f}|y~kCF#Hb_-D5^v5Jo#GI@kYz?|Ost?BJ($iv?nE-=l^NPgn z0!0(!^9f=A-6PIo_P1yv&i7I`6UA4tZ$0K!WWGnk-UT6+G6tI*!n-r!NJVqb9{|@F zW|M=tvU#OgbdU_MB*(XXoZ+0fJ1?sefNs{f#@uvRhF$gkOqOXpnAnLS3K#t(~%z^(UF$g1gMV7uc3@;`}%=$ z*&BJ%9qI;v0sSk)+ewaoV2`Z)#|^?KqPHTTuNpEypc>|l+>`rP`_{nMq_ZYp{ch8# z!rnzlT-R5F#tX&-m0FI;vmYd-n$j~Hj|t;YcBX&Jas5P`P* zbYc?0?jgnkQzf7FvqQGD*AGMH)Nnhg3xH<>+rrlW>%xuiee|qAZvik81zQ;UYl^HB}chu#Ycc zAY1?>%+kL6Jb1dT;d^?Nfn}TfT>Hh$W%u7dXcEH$k@`_aAb; z9>GPScVhe@r_^(Gv`?W-a_gxOFP^rrHxUUl`KvFTnun~47?K6$kAU3jz zX4a*>E4@@&30eqZaM#dI$v+sIVj#0kkX^Z`0;1tSUU}AAj*jH~zoIsZ34GgN%0qL5Na_L8+#35a6opa)m$PuVmWyu}$ zzG5u3r{8E2Bj`;45A(;y53_ePE+o_1pt7+GBUu=5{qjzl@_=a`7j^vnMZH&lX)kz{ zIu6^yYnB4h*>{R4FCAiw!2&UZXm9;XH;sATR+u{QTX8{jD_(OqXE(f$%H zh-q#NiOOJL}&fFI2r=-Ly9tVG9X>lMD}H>6CtMe!}zH~>xu9} zO|K7{2;2{|b!7By39Q`cc&jV(Or7eGzqhj0e_T&W5g;8q%DQKfO4efgX|qp7H&H#i1D{Tf}F~OYr(4Cp=WBp$5gJj`MGB4^n|qO z*3>;Kk4hPg7)X*mZs90X?W)s43TljhQz(M|Q)sT~Wn2Y43co`lH1HeeIP?=t-WOBH zKF(a(Mr*j|Vjt+vgd@7tw82!EjoAeq*kR!(Hak8ok>exR->er=3li+7z**8=>1jE{ zbk8YjH>y0YmhkY`9j|etiS0nrSEs1wkn54<(u>=fH#N^ykXHzW^(A2bb#V4j@7b=1 zv}~NK7@c}|C49w}ZXO3~K-ZrCW^UJ@=MM*#lQe$1qAN3T@}ftvMA$%bzB2o71C6%r z-efyJl{WceEnG`=mUhI!B=)%EDO*oF;E=Gjb+ZmTsaP>nMQ$5+s_qMHfBH6|C4s<< z_SfhJ9oEqBCE)KsoqJ|DE5Fd1k9#Ofw0pc)7 zF{|8_KkX#Ur=9Tl@;>qS75;?P zVo=lBlIJ4cZG1Q<_&IO|HQ8lVzt)16#-`3EAxkOp;440p<+y4RK8YR*>B@!VoMWr7 z$%NTR2@ZR~Xr;88P#r?WJ81^PBb{ngw;iS(+oB=CiuH>A>xU=V-6DldZSab+o-ZXc z#Ka!7Ae!vXs950*P>MkGX_EmIuO~X1-Sm=@Lv%EL@|=1d(=8Vsm;eeuN&k@7|79)D zVqqckXZnl>al0jA8b9bIni>QPjeh@!b^J0K=tBxi>|_2b<@#4IlIqO4>%8LsC}ToA zZe2iAQo07o(?e#H#viH#37x7g3P&)I|KFm(-c5>WE%+ciu^lv!g#1Xq#uM>H{#nqC zIYXG7j~d#5!)vY1Lw7J=WKYz_kq^86-O7dFYqdwk9=Waj)5mmaijV?degFvEKmNjK z0<49zsBJQhjGbO=e351J-M#pV0_=s}tmO(>63@4)CD{JawqGfTA1QA)aqws!B8!kH zQFR0Eu@5tFSTy<2%9+gcc-Pf+!ItTt?mo|LJdLZ(H9nj}h(O=LJJpCFJ4^l%sVOVM zI561+2Ph7=MuCkwGl7~76T_+#-jM0?3)@WlQp6tGw*}AhFP)03dxq;H!s%e0)eQY= zrwzbA4XVPvNj?pY^D-Rk@W68VJ3KpqWnD3r&QtLn5gzT>Nc@xAv$U-?H)peo-`TMC zX~k{Zcc%V0$Cr4D0!Xu5XeRaf7+LEENR#ob6>~%kw#T>f4<6h=)M{?EV+y=hNHqh;h?-YF|Qh6Lo3}c$Ej5m17Wp%Kh}16yw!zTi@wE&a%Qh z?T$kvaoZ-l%p&BpaLv&G(`eNI*&9E;#P+CJE+4Q|?`e_z# z)I$@TdgW!N_p%gp9+XuM(gHU0yu{NITAXn}ZHd z0s{Sgv^pMw?ag;&rCW1m!@{{iOtJYPIve}C^MPouzkj20Rq}!GIfQ{r37JuI;}$2Kh21$j8Kpy1LV={c93z8h=ussNwNii zJ9{uxxrc>hD-b?{;cOJS%>`A_(sp{K(aN{EJ}YK~{LG4gUEf4eY|@C7k6v}Y)meo# zLX(=aqxxJ2^cuf!DMBVb5aQb>z#$Spq$Bwp4~BP$N>BksX3o05=@p?wZvT z9|Y|47i>N?02-;GG-G|vXV7#&CFB4)d_bh~u6J8JhKixh`HTWjyOI+G zFwr#nAX{AEU0onqD@y2kR$)8KGPFoD-&I#t>;)HY)l&>aRAwr#{KfZ$0BSr_S&U%c zYh24-slLrYO&p?&;zZ;y(>(P_lpr2Ih&3NXkl7jCi{f-h|JDW>KgNMdpPw4q(nklkKnScw;ihuKiiFvUVZHqkT$L6LPBvFVeda6KD6TTOcKRsjPAZvU#J_1-|Mf!Y=9jv#I(oHp89u~ zN6#NZyy~)b8SHo;mKZ3WePFpgUIt1!6K8$c)f18x0F?sX$)wEO$+GQfphHWmbz~Gf z)f*r*BC%CC#Rt)a?EVobad1iZ6f$P}mrTz|Q%MniMBxi|Dlp(_(pP*U*K;NpJH>@| zNNR>`Igs1BnT?<$lnQhf(Yq&;Y8Xh&#vwxv{|WK6b?Qz5;1ydNhrdg;@O1G${{9Go z9v>&7FO);LZ*p^pm^^V{i=xoEjgy}!Xa{a)OAU{sh4TY&oQqj#x9*|mVUb{L_H6;BMQoHEpx{j%_zE-6gW{I@a>HXM z#$+dk7Y*siExfO(QXj(}$Y;^DkqLiVX@P#i4&i5kIu(xY3q~k)n zd%&6Cc;Bozh#n~E#Pvf5L&g|4H~CKP%n%l-qNcb=?h1N*|1$jbeo-F^B5L-ol4sQt zVI;A`ezZcL5q@vMo3@k=C?vGFAojKRjPL{?$dj=!9bN}wULZplH#Uy3_}{R-BAr)TsAFt+TmKc~QG7eo ztK#Y`QR|&uaWx?%ZO|38Zq(+bv|y}trMLyMCBRE4!Gzi77;Kl2Lc;Qql5YK6@h?D6 zy+B+WMdd9)Zqy(YBs7bVO4$Qpw+{8WpxT1M&lUg-4?CaLvp2mg+1}#qW>%E9Ojl%{YV*QKJtE}n1|ETij8#yO7(mJ473>4Bb z$7RH8U>@S>rwBijBvihn=alCf7374~7RB7Ob}tZgD`w#c7Vy`=>MWnrHs z+GuJTp)D$z$(TwCda5ofFNU}om%LS9K*x=GaHi3+prb@NOB1dqU;V0U|1Vh;)U(we z(a+$Cnb>w>RYz{WF)S)jQr*b_EvsV5lf&)c?%D}15nuq z7brVExJ9Fgae8hUI|j2K)evsY0m%SK@{jhCtdeCfQuk4lSHp*PoSqR z;DWCd2~~xyHZhl;k^S2b%1S`YUkkI-qEOH&(r#LMg>4eJ1p7Ziz6Dd7RrCJ==q>FO z#C=i!WcMwEI-BS7_bpY|F@`-Sp=YuQ#n=FpkR-+h5+rk|E!4i9+5t2aryZ#Cp|F(C zBe_vUh(%aO+G*iYq6i=Xr(jwO?9B-vh}K$#A$X6uiUDvYR7ok$t7RMG)ncABq)0;~ z0SQ+K+TTG+N!y`Cc%~B(x}}&NZprYJ7)Nhf#m>m83Cs1r4~&aKf}%+gXdq@Akrfy+ST6t6g;fIRFwWO%>)@0e}Q4}Z?1dNEwc`$gwQ z@59X7BU2Y-KxWIaiqJ;NNKx@vEO1C3t(B$D0X8_An)<|!6%>^sbB_9TUl!aBK%wu} z3M!3>(~{m8oFs$a{Xc-EM5=EQdn7!6 z@C2w%ij9xsb8-QCFMDYWdy_E5RY-c#m719zBo5o4dmWJC^Ku zmkQKIan$$Vo_a=i{`KRVkc86&~fFwrYK1J2Fz zi(WJnd8Ci?n4B1AD1zRUjXU;*gIqn6-fWJLQ3s}bCbT`$EMBMl-_BFNiB31)ZGRBw zx1lV*$Ui8mZavsilq8f5;-iFv0~~MIqClkh_LXH8#)69lk8)$JD`!ySL2*XpJ6t)<#>x58u>7$&Fc~@ehqq^MPBeL_1MYrRTYJUNDj5dD*cV;noT=bLb|9_H0 zOGt8fkl+Fyqj%JNu2}z3wt}PN?~}ptg-l*St$w*(}q)~kd5nu7uR_Cmc#OEcs7_SAOqz9NawaXa>h`)M=c;UKtbDSw?Sm*k+jK4XLG`wyMc0dTdS1|TP@b;ObzT-HBl9%Zd4h&X9 z2-4#j1&j!|$j@HYW1}HY z0TIeiAefbHdjTT!NE{eSw;*zUI9Bj&G@ljkF8UTyNKBf+ZTf|dr11WAvvEw1U}uHo zQd$7j32ovwXK=BpQEWZ_R9?Ku(srM~LGf&XL)E_%#|e_uzY@pkXMvG-yG{Qj^|X(n zg9u| zeTaI@zk>QiKbjPGUtJEouGs#}6{D7Q{`hRs&!dimKk??7^~-o!lIlEO8g(S!~ecVON6 z=W3F-YV!O;X)Vp%J0Cr7yrifT=uq?Vf0KMH9=|1v%CIffzk*|JstbFpf-Et^Xm8p$ z)X&q3RfctP_NwQ-PS&hMTRdv*43`t*nx%+s(k)mYO`F1K&BITe`x{i!l7mbNYS&vy zAk(7(SCjqqa(9&;hn+ThEgDWY9jF?|!izv6Ik$16RqQGxgEsY_iKOuAX7ZQxPps{d zR~S#>aHOyGrQhsuQwhx&@|yQq4AJOhY9Mf&!tjLqS2p?2 zR5BN-Q{Un7@ZXHyKR-jP29UkfL#6Vp@8m2uZPMb$JEP-@`2FvXXsWjCfcbduWyU^M%=br+W#g z|LW3Z^G?4ezv)bN*p?eyv$Ulryx}|@^w~5g9_LFPJ8hNue3Ri!7TKfbG(71fYZ#u> z19XtxE8W2yUrNfyf|vw&j` z(m#GS^130nHP9dn^_z0f{BFc-XG!9xFt#G!`wc|dxUUSus*Q*$kcMm;Ze?v9fGihJ z&0PW4si<~Z#A^Ip>KCMT?Q3 zrH@u5C3R2H8W@Nzmy*sB{fZ<>`1w3!=#alRLG>Dz@>#b@++f@G$@la(@7KoE6~5n z?_hZ2M4xXzski0D8ogW@O<@MZO9<`f2JsZ4Fj?wL9`fKnQ1Lo^Q*Tuva_=LOnz~xn z>jT#Aa50$K&-lyFmFoh@pD$QnoQLy_J@S$DB;d|*nhbjDky7b$vz{M^9Ui59Gkz+k zshyy7S{dLLDi~nex-y-9np;}EPoChFerM*flrlFnIrX$UWp{Lxy|>vRiJh?&_U3U9 zs-QY|BBSt@af0=EoAnn(Fr<`mIJ&3(WiU_*gJWkG-}5yr|h)ECJP7)VP?YGz!h6EMsn9Q^@C zG`LU*^4~;tlCmWxb0Obh`rQ7u6wN3o!^)QA7}7?)5+3#GHX4%cwT*II!(Z~?d{7F1 zDiFOd=v4NS=~NPmu;muN&4Ramx$)Xy_{uejho#3!{OSq&(s z^D&!I96kWU1_>KZtfssOYP&Ykk2;oFO?d2r)+m2yL-J@SoN6$|1%h2v>Yt>ehQ;PB zFzcia6_+noQB{iA>!=K{qa`n%&%#8776vm}W}AK8_X;2KSJVi?Nh+tP!fcG{Z+ER4 z7NA+AdDlJ6{`8^y)}Aj<0EsTEL#<(tb#}3s8b5N&euu;z)!WvqJf+@g<)ioYnHCl~ z9WxB4-&tcGfE(XM(2GmXgTCPyWYo;!=45TjpgdR^cqlB8Y1snQqmk3+lT#kR&aXWj z#KBHOMT0E~5-FD4z*7*0C$L2WCdqyQoSNO&BxaP&)fP!(5g-iZuzyRz+N44xK$zbE z8faCUHcmuh!Qsx847v-*u2J>b_bl}@yZg;f&~DK2$$YsB_?|g^6!VI*En?S+($P84 zuAsBSeg*NH8;BWQGqSr(!+OIWRknpta)&`COnw2s#%v_4N#t$B>5oH+?Y~_X+P`=9 z$|64`@9q`&V4pw4(gm_Xl7Av5T47I5okMiNdhOQdX)B^erCN?fyKG$54;w+ISc-Wp zq=VJK@#9_)u81S%2qImi)!E{(+ss(M>AnFs@qUg&#nn00LjA3RS}DrLUO4kpJ!))>o+>M>p4!4&h(n&^HZssw*kK_N9O53L10k|`};lSUINEJN`zeiGu0b2lrQ+vOh_!z4;RWr z(Z*;ljZPhXpuob`Ch7}I{KmpxiHWG`AaOQ-b@r+k7JWPe?q~_PJzl}^x7wb_+9gY9 zFqNOc*W~PHgMJ2JXB%zV$Ll`zkN60N9c;C!H-NYg#7T=xI)Mw!cpxOjbh;Zc0xClOX zEY{tJ-fN9oK5kBV_s-V|)Y$^%f8Vu3-s6{PZ{c(ki295Ry61;vJ6sT7F*qSH^F@;dLShQB%1pW%gP%_S(t7 zfX^11=)G{M`etXqi-woAuu)Hh%bKePI#uA8M)W)&@=s}6n{DNo;VDO?-tn`tF4V)Z z@=W2^=Fu#6-V?hpviF8^XQ&o1Emb>F6>gCtQ=%y)w<-49I1bC7<9E&oKAD#)frRFN+$s zWB9iC`ZB~im$2usyy8NrMA-Z@<$E}4VRaGOpkd<4R}nx3`{hljS!w6BPbD zm_Q-fP?P3m=5@Q&X(dUnVDg>C(K|iw`+X*+wnH($U_HAKy5(i8*UjbHHx24WWqu3m zd7p^<-gaE|uHwJSsI68q3DH>$$9+ls1xxE?6|FAFLp~jX&jf+|bV?<7D=qy)zWj(& z_8G*K*>$3WN*T^;#7msjE)fSUUgTVA5K(iXPoqHZ07eJH0{n+3g3BxPn3Um9;k5JI zCFuKLz{R>cJ#U_$)$@zH#(K8x%kQV&uk83p*!pf&qE`KWNBcjQIa|8ZYfOzf*=iMg zbLlDR5r6I$L)qam$8usnHY<#>(yAF-iLzslKToP^GYvGso0$i2saW;fRW^=86NsVA z0iia2i*${IxpYW7RY*zk&L z=s^BsM*O$B9MSWso6>41nea%jn?%BB$*^SwBP^iXchlL2Vn9qh{5wY8QhIHs(0JIs z!@Z9iY8W2Vzb5><>&$&<;0W+<-?JusvlOXJ)Bhey!IiLphDtxIbw@x26~^>_LGNt< z_q47Yr*L5@QUwbo)?m_=ESWhbLzS1>;<^6xH?3*g#ImY@2TCFm`g-2B`JQ!DKPPN^ zfTI7+%~fTY!>{NQP=5&41B7u&ER=ixQY1CI#4+1L#tHmx~~T)ZyY;RYF;Yr#GG zM2ryh%XRfMu-7WCh22?d#-dML60jX5RHhv>A$yBM$Efr|M9<@cGe6-Arq;rfaT7+W z-mbUe-|4eos~HGTy=bQ$Uz9u#i)jZl?{i@p%Wsq<_wb4?uHQD-lXLA2x1xv62Hy4A zLXVTta`E8Zv?}MVOkcL+FB_gP9oUJt84{x@7||=Nvx}WlRI}3|fq6_d+3^zS|HMtB zv>p|cb(HaNS+9~n@aSf&iP_~vl1$S!e?P&x109EI1x#;55(_dp6xeasW$5$ zpZB%{OLQpsB63<{+Xu0`G)IM)BPR|g^QaPQA5UYy=Fknifg*C<;|o057BP>w3Nofe zfB6lyz*SAnRouAjT}7{#uXL{eKy)1KgtTRkx_HdNb96)Sda}&Y{)MEISCK$)r@wsx zQKGStsSECSn6GhfU{yrY%giVIGtQA@;YgC{w59D|Z^F!n2Zmb5MlGFrFEc%5W`gR9 z8&9g_&0u6DPB+{niclSnRER!&g?iG}l zWhs)`ay7a>0qKP=AlGdeiWe*JGo0>)kX;u}4mK%#^$RWE$A7x4x>st~ zsfopD=FADr1hqJtIiRb}5)WGcwUZZu2_aQyJ(LZ^^TgMo~L&W;St{ZH#=>?iW*74Vmg0b*Nv>`Z(Y+ z&dkRPzp_SFt^?z^fmHAXZs&Vn~n>_|nvgU%S71d%v@qnuzqz{ur2 zh6_%nc<%VxtB~yYz5mV9DyeRximo!afZq0D(v!=lyzO z_f(mU!>EK>)c5*3Tbf=`PEKB^Fdgf0=4~ddBCd?ikR@oj_wLhlG_NaDbCpPG8mr`;UuKLX(|!lVrEdI#U3Wayz_c${%+uV z2mU;_Qvg_-4t``3=vmStk*$8e^g*`D_-w}+v$5w z*67aemv8v8v$L+;?P1vQO1-2g=xM$2!+WUW)i$hZ86SrXvo5IMN_u4?Ju@X)N~SV$ zH6@BdS0oB$`hrs-alW*%rmb(KlaoZRkI|+US%!F!PwJH0HWjh6PX+7d3t&T-%Ui(|fa6|JqKD9Ru%sl4Cs2&}-{8j`o);)>mF# zcVCaB9eg0aO_2J)T&s_dDEEh7dqY26o5u*N81K7ott?*Bx^IaG_UEkBpsBpNke$Xh z^x46BpZ#q>;%4u8)8llyzM}T>j*G8F!R6l4KFw@wp$)k!@z(%{kL-zan#J50J>Ka1 z=)Kt|(BE%GNsevrU*y5>J6` z{$X|cMfJr>V$Z*My7RLj=4)$WE0Hi`76qn^IH>@)K$;44tGmqa>5zw0gzKP(+|M_7zEQZV0 zOt{t59vRSu347ckdt7+!6_vLT2YeKJ?HDioxiy5NeZ4OSsUePaoPwItl94Z3}r2E z_SH9*v3;0}hBze_?M30re{VNGj4SJ?ogku>2M@^!F z_^h+%Y$OY0Q7toj{h>$pG{R_X?<$pE)n2g!m~q29==#M!aYUPxvfiBVQsVx&_i|vc z6;;<<*a{tWS^fCv?MeKD3cgjhqGo>bli!0cqfCY>7r5zS)-?0f?ZJ1+JcU`_+RO*E zRas;AFxmy#V*tMHHu?{soVSZ#_ip3?{)rpnVJbsQlnr{#fzb1y7S(Q59|^v=I)%Qc zg=L;g+l?n2ao_lDvGLIrt@WS6$J{v+NjRk5D~EP1jPT{U#2q-Owi3jU0pdOGH$&Ij zo!huIKfkQA*c_hX2sy4T|4DA?G_P7!T~54E!x&o4fuMLP2QT>DXCYF^>aDWkHy2%( zEKlAJKNc;D-T$xxGrMt2s?&4&mXQXvz^0$x!@jM?vO#nA?4S6B#Yx$tj@TJhqioO9 zFfSiuhBWK_;tczANeM4x2b%PslOp3w@>vRm6~IrsBaLzK%it+Ce&M@AO|xcEm- zb=KYRKsdy84{R`W%bj95K!#eu#wxG2_-j>6H=o8go4#^=%3qAUrB_Zat;nZE3A_Zl zoWF9d0$X1tC(_zHv%;KU6uO7i(7bMvnx+c4heIof074)aXP@&(JvaB2HchK7nbtVT zM5~%Q$hK<^^_!AKplo@$N<)`PhAXa1`y^k&NlQ zom;ObAd{^^2!`B|3s~4Kc(pUaIfK1mD9!3z1&L>LFmZ*_dX@j67%yZxh#2~;85Wpy zynJ5(GbjwWk5*K`p#pHoTq1@WUen@;cCvnudNPjS8=1rA>`N*8^)F?P1F0zbd)$qI zI-~$J+4cx*!U-aNAd!#aE>w1n4M$5^Ac#*2C_Sc{YruI`d<86Eh%VBdZI;(e0J+FU zD)l0rMbRCgbZ*nMEQ^_K&Y1kQ&|=%ou1hp9)}0w^2+xr9r+x2uP%nbExdOf71f4F+ zRkZ<_Xx%d|T8Ze;)f(!xFf*QmL#?BiY{a$0FUaPKvVjRjY6XhUi|x&HubpGrypO6{ zc;viN3Q&MW;f=}n>rsZ6`6MbDmnQN2ukBe`s9D7kfOx%DIW+|T3huSe>k>N6d--4|i?Ie6FLe-0!oT&aovd5wki z<8hZ)l-5*;PIzGZ8;xkV_bEEW5iFy~EmfPJ7W zzOudRrO9;-pjb?CsO+}qUweT}rZzYpk={@Zn6XJM4SQz;8#Fd5bu*pa;XB52n9Q1Q ztY!-OWPn+Z#}$1}1ggB->7rJHEY&dbKjre zH-?fXv|&f_$)zTkA+> z0m+(f*4ZB-i07U}24})du|=9*XXdkgj4yh$-)b&4s5M8+QxacXA#)_#X07ATRtf`& zJ^G)Hzwv){8+(tL?a@%Hddm4T^9M(Dl-O}hs0Ug7Nq6l&zi%QV>Aph|g>NJipoWU& zBJE-KrsCN0`4ob6|oFzKL8_ zO2{fQnW(bU&Nti^L!`Y>+C5dd7UQR1q2EG(M%0h((o=r`prO@ksXp3cl=)^6I|q`6 zeg^MtphP8cJOsH`4bYeZLc*dq6=uhVPDLbsHjzExE|pqi(%TscuL#Nd*_2&Q2i%2V zZsuWiilVOaP}k8bV+%;xttOOdFtm?U=AsjMAwyz|oRS3&Xo2qL%cH5(2Fa!Jcg2(w zFDW-9&bf2Kl6b=Jgpfj?W{{VX#k=mdVUGm_ZW38;2XpzDx&V3!D=Z#D5E60J72({F zp27QDwT<-|9pf&5VFj1IIyV9p46LKF?cTcmxXyoVS!dEQfxodWg=>}iay^ZgTZS@M zY|~EhixBV=#`&Q0af+!z>C2(hR7*Ar83)5MYWD`&)rFyV6DhJ4&8i z41LLi=5uq~eSjUV0Z*_28WUC8i;B8xKtzSCYPI61K|;XRWRZp5_)@-R6dUY923dLi zRcG$hGG!gbJ+lsR=3G0sJ9T(POY9OWM$vN=uew?^cwE+YIIAA<@b8$~-z%dg@HK@{g6E?t@b2|HJ zto{!GEb{$30K~32uxenT0xEgvSKNGoV8d;#kFFj;e`NtQ+1vuq_)Z9d+d@1GHvqGc zJezaiIw>(p$1Yho()ZKl{>Gn+1xd8mPCA7=iW{V^`PNzQ>8yzZ$+>H8O7!&?msqA> zAbI5+!$Bfz$Iq1+ds6ng8lJQ~xkSe+avQx-V=y&nks=cNN&IZr9LWL=5kRiAp{=3{ zFrCPu)Uj%LK+9c-ZGxs;!Ww<$O+(*&9jc`07t9NdN)nlp{lf^Gp=RRzPW+*TFO2n- zr+6rBtyt;LSg18?TO%&$Q}Q)nSKzb3nD-FST7J;G*7tp%y~z>VrXOTx2Zf>y0MIX1`Oujit^+p zJv@^t%kB95+;KEfg%~c~t7@{Y6&UmQ{O)HP37#9k9%*2?r)!rV;4>>}oP?F)JSGE= zKaE@MxS|eMRucMr*lA6CT8pY|DwGeUDDe|;#2Qj073T>sWXW^OJjq1)Iv7XQIY5~@ z&%c#q${#)O$>Mp;r;a3zpg49O4Ay`xpwT0p!-TTm6~?X~uhTvRya#}0P4;Bd&6c~C z5^QtP7 zf5fNx4N+vwyRJ3#`h$RAfcpvJxt%6BkyTAcnUP&Il%j|X+m5#wypfn_5U zEfkj#L$J^Eex_YcB94+uAu-gXGuF1KXIVq)qykdYA8~Wj`I%8g7E@lD8NmZL+4#>6 z=buhdyTpAbO+$x!sy$zLo+^mWEzkeH1R4Tj$*al?pNB?MI!(!z5b#4mep1J_jgQH6 zBw&}b`Z6}Y@$0ZSaDV;T)S}Gl zukH+hk5U`oYi#F!h`?bXKfTVDV`5( zS zLM+a?_uE1GZEuxQN&n5M{x z9R!^_9?7Plk38t>be?a7RZELd5Sknv_2zD-;~BKBtY>5!T)+2r>5cFK18ZdVqunq& z@8xOIlfqHU0fYrf{_35`YJO^up za92tZ_oW>=qBFJBePIRaJzn&d?heFe(^y!WvvO?ZKDR0+$QRxF{uWX;AS^hHMXi`X zORcE~f{l^g8!kAlJQSU}yG-0VOIh;p*3ziU+DX;W<gOGRGNBrg6|vn((*q zx&R3&D_(x$w3KI^6tHGO?`^yWlMG3NX^XRK_lb#_%HeO=wMUqpkL72Dv?uCL$+Ip0SI{iqyo)^(k7@b(3<`M#uqjx5-)>dE(3m_G$~4SJMtM(>#*`s z36#)0C`;mLQnQSX&!G2Qtm9?>Du-X8f{siPLy!blT60`h%loIqeReB$##KC>E!3`k zJY8=Xa12ZDfL*no@Ey#_1!_Wzz$Yr3#>V1SR?Q`E9y7|HHNGyAR_X;-NoKV5aMW~J zJ&%Z@RCB+Cnqf(R;;Z>K*^WKwbSC?T0M{w+G%8PpYFa$S z?@}17PM>Y5%d#tnWPZ5k`~wXP4KjD>O^d4~nhUOf+;7nUl~%#Z>=#I%09S_e?<-@Z zc?jd6TTp@fc{5l!swSsBRK2x-APjP5xt%N`Y<{}n?V>*U~rdn( z#UOGpy-F?ct4_`o;A{0jxtjE;BThy)`bzEaz<0D6nQS~+zY)nzhVp#yWytNJvm=Y~ zv(j0NZ=)lqU~}m&m`QKf70+AYXM1Sdm=7K(qY9lRaP&2bobTJw1k15<^f0M=agIGX zi?^5!BUX@9>p|S_< zEZ4Bf3Y%f*7R@$r4Y)>W?MSSFJqT^Oh&dGW6O2{>Hk2*ydPr&h3l?QmL~1?szsX?u zNnCuV_->OJ4gLuibABnzT~=>%D$%iL;&izE8-vI}22R;3%H^7EIPx>t8 zBt_D;xC5I6<^@rgE%Vj-LOIb*+1#-+tY$Vw5vH&U3WR2##*c&?)n@Vw1fICTAA?%- zvP#=Aimp{jeaZ}Hd8?NoxK{cvjlcHQEvr9qVH^1r&12WMw#IhCfNL54CVhG+gKX54 zVZ(fiOfWaTCpICd;d#Ak2~FckWPEZQdU*SeWxbl^wHxS3e@-2LxjpQWGRLQ2lNk0V z+f(G%iacI#r`H!oYdtP$R})4OcBSH|#(ZfybJuZDU5C^R@7u7m-KYgyRxE)l@{+%%5 zq%?nDSKPz6{T5H7;7kZw1)lBfQ`t@cmXzjv_pB+T3TFmL6QWKVcdravd)=$03`M_k z)WM|Flm`~+MHt?`tiYkm$zS7-A_tpPOi zqE@V2wM_m5l_Qf+!{tDi`b=XAK%CXze)tfp^$Z!^U?WAiX|j0x zxv0y_CzbpOc?hJc0^|VB^Kltj`?#xP_&6C(m%k)FMoxsRujk&)v-6YAxz{$1B^{MC6-@dnq+;e7OR z-}+im!C8DwU*i|=!<#D+sH#>1Km z$5lPXgX9ax0oI9&uGECa<>p|RkvnTJ1N1#z{Cc-}eH~7Q&sI<{L2_Z#F!vNwL_Zfr zE1XQojBIg>@uW zgzkr~GXDW+2b<~iar9hFlRWidTFooVJI&SSK;K{nd=8jihu1W$a@d^^oRljmNevRr zLVzCFa(U+mvfETWO*`P-r`V&ZKgn4|&Z~b-I~3H>F2@G=gRI*MfpYkU(_D`ZE~CQ_ z+V=8}iBC^FZ0wb6@{U3`*fC!l0O}fJom|P_a57h}8i@|m?lUbg$kI%MoK<#+5tFN5 zNVy#EFO}b22gDYe7`;vJ8cj|fOO26W$zo4C-~g{Z8R}Qs;`fnP|OQ_UH7PBd`%ff4%GaO*qP|0yu@j*Eu&?FhjjFO~Y)}yG#FIOz z8kv&DjF~+WdHXNj8y)DdFfK`b1`3UlG3c~IJBIu3vu(QTe zh1M6UX9&~MF!p$x8B9S^!`IC@NOGj|!ML1!hl>J=X&mOCaZlIXL9_35f-v|VhJ%`) zq<<$fsJ8K!#Q8!X)tOPL4V~USMRVjn+~fU#G>F2~NL{Q2iV+~K6mVIL_|_u`JB$>j zJ}8j5-fXz}U@4CIKaegZAQgN<71N9f;iK^2jk7lUj^Or4CzdfHmh#ue6udVn+F{Y% zqUpgqU^o2)D}=kO0?uoxpSu8b>QyP|)zUsbpPs*Qw_IWTRwQ&c2%jD;(Bm4i#+TU* z8~v@wQ@uhe>4ZOQ0R?lglHx9Uh>v5?oEwqK)$gvKL+T-y0pS9#1%K?6H(?Xem9H}2 zFEO?=MVi9_RA7na{$-!$j&H^s@k3PfCjsBS^n0TX5vDA6nv;@jzH;?w-A3x!o&ikT>hes0I0`2*@Y z`Jv47cIK2^%-+HGcOt{?8Qv$&2pCy?KPc?H!e(>zcD~+alIHB%qYe-%>r5J1U)fjMF4bYkmc+XF&gHB?!Yxp_ zo9qf4u(|FMc;vjEi!CKQ9ufqq1c~w@BQJ^5TLJ}0tu+r|eI{3cDbN&PS&d-OJQ=Py zCS@PVY_VM2{V}F(vgfOQ=!8FF8izN?B$=gL$t@^7hVvqq3xJ6Eos9gQy99*448IXY z5}i1*XNrXcn2whi68zTZ!RPpc6GEo+>Lma)NA(Xh_q4k;;~w({D$L()Z07Sbp3tE& zB%6EK_AkW^kdGLmthQAhT0MS|eY1#H^nXWlW^wq>Z3tM4Ng1n2Ri(G99m9k&8#s|P zw+Kik7 zr5@U%Vq(+#I8|fKyzS-aH!J@!RqdXEY*Oy$>7pHdl=$s*m*dj#o7yx82Ra4~H%W#$ z>gJp|wIng(Yiy>qY6-@uI|IMFWSG{D(i2FEc#Bf)0fVRO{-CtQ&d)gcU}DyWmB+iR zUfxfd(_BDvJr$kb4Ac%K3F4-F1JqwN3VX~1Dh+k9Gv;qe1ZeorPD&wScx@P-*QTb2 z)7Y9{9i}+lrjxk$*mI zwv1Ubc>*Nh{+||s4B6+^|6PrjHT2+TutbxW!U9uJ^619;K^qZ0-R}W&+sbFW<(VoJ zqThNvr;zZ~zWO|(*(-1$_s^!0i3IBxbS?-aXLz=SHE4#O6ar? z&>z~5))psFF8&@PeSqo>8;)H-hiI0*rTsB~Vo)Nn;?hMqTd}VQ*QbZ==C!!e2GRDP znA4nIR4bb_@W}0jK2Q=>2%O7!DDb>5R-E{_?$?kf$($}$ZRGHWWRI<-PN91%+gONJ z{-FqCp!LQpV>F|pftblGkoF0E?4qQAY~YF0?e$q^yAyu=IE+YJ5+F9nhdkS_SvjjD z)8*E?it4#(Jo)?ykADm7-kto?w!)*7g`3k~>Qp}|f1gbQ1#p|3C0nSwTUW)j*75SF zoYj~^7U8j6?Juob6EXH-lbVck<8P%uCA3n03++S+_|_ugqkjwS!VrSXdMQLnJJ~!M zXA?e>6h>uEK-P$5_Q1_~-5{7#F!gU*yBezlr{?eBZ;=77Di*#}&$PWqhV{8!0HiUUTHzPM4S!%Cw_4HvD>) z~j9`@=1gD0sBU zaSw=UOSGm8jEMwo%j@`9 z^*QC4cgWr8Y2svNI-5VEC|dMLdAjH6rra^0mo(@{mE@MQGQhFv=GHI|(AQC^#SRWh zaiY=VPZinCh0CEBRXYR=`IjVGhA$qy|BI{H6_hOJRmEQs z{U@0JabM3NuJOLcXz~eaRI)c$_(f4+JxG(A=lU_%>e$#X1!h|j)oi=Ci>FF3dj{xI> z6O@3pv6#cI3Fm}AL(@+nQc0QSbChZ4`jLF?=l%$&Q)2jb5;xydWBrREhuHa+KB`** z%EUwx?5z-X|pFC1%Z1hMxK)O@~@L77_78nWeu!uGPRt zMEsG9$cW8uf4kmJ5ImMZ2)fya_H2GP-U<}{1jUz z=P#wZWMGQI#*9~UX)sv(;?Le0c;F?Cs;|Aks~3DAq}&B`=OjO;8~bdrD!3QTo=>Rx z=18QBs`=;sE;sqj*DUtXD)gj}y6V=!bbc7*Y$u_Q88bM3bzugDeM(rIFpuib?-d3| z)n^cCJHoOV)^A!m%+*jLvw|m5`)C93s9n`RYFQ%@nXZ8SU=~5jQ<}sYrQr>4R8$I- z@Uw?e&pr*3;Ky&W2f?Z55-dquexO|B`=N(fD~O-iFuzBi8HpdX_(l-q6w1?R?Pr0$ zJK|dTApLC*tL~QlqwA=6}#Fo_jvv=Za9NAj@cNH$c4;Vy{w zU7?UC1{K^2O!-pb0*ZLweAux-^SVqbH_fwZ(?l5p-P?0Zfv8x>j$zA&E8pvFWN<;_bX7YRs{jV(`+K&BWbM#RvOvuU_9Gq=1siBpt7M)YD$+fPaq z=(aMdHgm)=5cr!hU;XL{DaiM{jefv2u=?Cn^n5=5;x4BSRxKuP(|_vbwEkjbTp(uU z!{OJ2h+|t-ngk>v3;l2*sD=vSD+O6D60y^_^seDqt(C(18mX%3v=-YYB?8-%M1|hTXh8V@jL#%~j2KVD^nnDq@Pt zCeO|o#%ew-M_PEA{c`{Y1$LZqGGPINX5Bas{;i5*d8i}thmS7+$(*rCC$yA~l|9>R z%nJK<{xu`{4X2_iwJMuZ#_5`SAi4PhsJYs+oPF=lbN%1=aOK0HI)htMN8Uz{T+T*- z!Ed#Ei3QD39wmKu;80NGQ;d-l7Psq4Bmng2x#XXKN2_G7(z zu*C|wPLu*CDOwpmi;9eKruVk|K7v%i5&Tyb+&mE0!x5JpN2hd_!~ff2q1C#|3w$&2 zJqGPfe2j0r2TrO~ji{>3cO-1mJFGoHs^E_DpX=Mz*aW-Z`MitA;V2sRcM)7;<37JC zsNeBx=`6HdYGQVM8IpMka4qz?8H1^*o*#Vf9CX#0h_zS;x~bN?$5Z1l_cnj?ltG3h zCDPut<# zw58?OIds1UqO|`)P;H)X_Sqq1W0Iv33|hBYr$Ovqxa+NO8D3_1lwOAM)}KvZOxqm# zoJ|Q5&RU&T-5xMuDJD{Zmic_K9hM-M)HcqMrhT$v1#?bT%BYKYgkBXf0=OiAW^ha`Oy3HE^G_2-nbqKF$cu zL~8Gf>7Ut;!ggyhsf)zM(nf3c#yU{U=RimO#$ET6-sk(Q zloKHW4TxW*19oa3cFR3G*o?{<8V$#O&a-+hECCt+o+W2M8Lke1)*N-&YT~q>&~s`k zM;lmr7b`u#M`3*4NTJt>Ee5+* zKiTEfH{QIE-?p>LJu&RE{>r5WcwifEUYEXmou8fRP;YaWV3)Na-r7v`5@0=@VHIvIH<3NuQhWJHX8ZJ8@2HxDn4J1epOtuQ z=T}|4g~tJc-HmjVtUNc7@->Wc0mr@vKIxap&I19Y9xW9~cN8L|K4!6(#iP71Q3Rub z!+f6HlHrVha=#V7y%-dP95F*i%J^||rP0}JEBx$?YJ}s+Pg)ATlmuYrpH&OaBgSgp zMwetedjh_-huh*FDy=U*dTzbW%e*-*aCxIe@>V8=B8>c+3CocqDQEmnXCY?j2nGe& zj%srbGS)~T^##1dqp^^uB*ue{IGu7sxe09ngq>7q{c52A$)iNS&8UY;`iBhdPY>O4Zec(AX?X8BP`dbU7a9H~k;{Gc1C=s#M6tAc%-4U!;JG&)X_euD zY64>mRQh@h2$<9cgVtz(SgFo>_*XUXH>5l+`QdkpdRPK<)>WVeW&w{J9-&6tiXxyS z#=Tni-CMV8-1Cw$)%VN+z~!&d5o!%R=FZb^9Mbw6^=2kY0C)5ApCo5JAJcaPeInN0>S zthoscS$=idv%X*tIR=cJyOy&DkS`Dc@60!1-Dt8k98xw4;Yr(mgM+@OmBJM~&pB)Ke>g>g61J)OxLPdrbBhA z)j(izBR5vHXE;U1lVI^GhyL3726PqaFTaYhrslImsxorAj*toNYzMS)rG5Anr(x&M zFh6y2v0?p%+;mM303X+i{LeL*^@svI^C3$(`GD9$CyirYOmm|<9Dr`UXi4LaDKxAP z3}e~->zbr4kUwlCztt<#k6~Ek;gN95uukbwhL4;23j>$_r@BCopn_J~4t0QP$VmG- z6&gM^Lnc~?$rP67kmUOVRsGvStVt-1g5ola_zCYSeQ@7thv zwHH7y?o4WvH)%Tlux^~`466(daE_4A3tA z=5L=ty#|29i8lm+GAIRaNvq)0Dcm73Tg$>e#~Rah32(L~1Z0wi{Yd>jP4(aS zZG(uzeN#qPN_}g7XyW5=dzyGsto0YXvE@_oVHK`ohCH{=P;IL5zri*@!nWUQ=Xi8~ zQy}}MlyZWEQU_vUCL7C6%iq$%Uyg<29Cf&b#uO_16YUP6`1yi8K~{`KT^7g=UG@@a zSGM`2^!oBN;hOVT!L9&?GV|^d8RhnT94{hc7zU@Idt zw)8JkZ1}I=rdV2=Kc-kXlSeZ z!T<1fC{+9>5V$GU-_4vkV=`7C$!$GrHTV~O`$C(qOLwr^GfrjV2W`9Rz_BTOMrc|2 zfF$A5cO4$%n!W5>0kG@)WL-?|D-`n}T>Qc(mN{`+-(p|$)~#AFtvsn4 z_%z*5db>DVA4C;Auf$pRs1#3*9_;!MFvTw0{bh=cENUFTn=XU3TWN%>>eU@GiKNPD z`7z!2@t5GwCJk|O3`l4A&}|_7)dT$rATY4W;Ux7GVlDo~ z2L8}u?KOUc@YO+^T-R?i8t+v286>-~!LZJm=xU&a37KW1u2Sce*eVy0z&0 zf;1TQ4Z*@&S>o(+^5N<@axl2x&S>;e)4cslv+g9ct##hEyTOZ0SyyxW*GA-zRD~9U zX2>H1*M3|R-?u5Z9-4M(XL|27Vi^GQr32a?bUkkYFK=R1CM5)}Y6#uXd=7KS;!1Qpoi3s5m^2XfAF02&B(pK)NyyX|ES~WE~BUfIE$h%WO}H~5q*4v zWE@CI+>`n>v*6*Yi7xSkV#S*rnq6eG@Aw8xG-0+nn?6%q1aJGR$PoRami}VE(^Bcc z*>_72q#UluHaS47S>S=})_3NyIyI3e5a5$6Vi$L@Oyk&EQK&RUj$7)M#)I_x5O!#v}lzVA4;G!&yu3uM2LpoW!=}NMdE86M_kM?NxR2@ z5bo`RqWU0tV(qbqUU3$H89~{ws{kr!Ezt9GtofRlK$W%TQu!-n)@u3|_nuWI*nMo{ z`#$6{<<@>l+eW0B=RW&&Od72T%=ZESzXC;fQiX3iwaC#wJTYp^cA_s4SZ^eok0s)430D5J|#(;UpeV^ zeOw@kTjn33Hlp&>G~?=G!-?fL1gl)LU6j+r_MFgllOCbC9)riljfce=16nHcZV1?F^4p0g6bn-#5w3tr<9yfYS__1>Usf4YW|JtNz9SH?x$;)diS z$~YJJbGfRcPY+GZK|Z~3>ymC}-vJl7?5+`k_s-`6pe%6wzlOWQ)Yh_2bSFW?2+ z4$7l4ov-wy!yy`A14(WhXv7@na`QBC9HML9_jU7ok&S+WlLwjnOJUsAk zc*jsSVf_o;AU*qStq{gjB)gLUfbQgyd|N(bEz5mmB|Z)#&u5tP~ZJJ!xr6&v3Fivu3}8EwNAv0RT@#h4Z*0@xa=Cqj{woDG+(EQe<8{&V+Tf5ir)8prhv5=`>#{IZ9F9( zozMi36&Pk_Qi#lm;3?qEf8pEARPKTrO8Zv+l;Wf_-Y7&7sec zBLPq7i(RHY$d|k5YcFjs6-Sx8Xq0@on}NI^&L0tp^H;lhz1rUfD<2^INIHm3?ML~?Vpib@`L$L_ib`k3&QrUA@-QTfIj!a4I9UlM;g6A4 zQrfg`mON8Rslp!?oEt^kInRQK5>Ord`}S*c(JTMBUj?c`3v%`!g@kM?877=U4{4U) zU92Wr$tFaVyd4VCb{X*z=6imyfaqxQ`s06HzNJHv6ENnK-k4D$YQ1iAbQv>nVfjU4 zs^bx0nS=ii|Etvb0i6rA=AHqrvFFX4p-CeOMi48?`do#DiaIu+y^)dwP<*Q7YTc<9 z*>UTWyjk`aojr~{sGdibRMc;5kIQ3om1(V zFZyvW(VF`xzC`LI@}!iDzFv-POxoqUXeiYDeL^mW64w!6=v1e#_lzjFoiAvpRLy#B zRn0w!y1Tw)^e0m$(t>?V@bcUB?5z;G(9b4oO=HoA#jd-(f)@6d)@HxNrYUw;DQK zN4GpwTzU;*zEOQK#K`d@JeOxLFZR)!?YGCCep8$`myeWkTlIzh^)3SZ%0#EuVB z7$(pzwmi2BkAqrV5?ge-eHoD7H;VK=o6A5Le{QJ*rHo3r^wR2A4*(^v{PYQ%Qg0J` z`7ePyZkz1BM_K%9Eu|UPM`S+$+-&b=% z8+ISTdZ!5hE!!^4u}f&D8!_dkcCAwQb8OEY9#5#5I8wi=e61!mhnesIyP>WQS`|OL z9&(dNIIRYTE7aJ7Op^~2sHsN;hI|NH45$qR=(owXF$y*5hmM4?pJHd`IdkQ40FKx1 z-#z#8J#G^_8!vaXZs$K#_p!R{>Bjx_mLi(?DDrrf%yqw&B11sd#WA@*Y((3fk=mq!XG`8`fzGt5 zN4MD;3ue84bQvks*-CUC0asH*)h{-)@1gYHmsf7dSXSBcR9L_7Cx6}D>eb(WjsNOz z#|{Cd4q&Q1W0iZg;ojDmY8c_i6D`Gnn#NB3A$QUY}ig9_=QtROxB01%s;CbKlL zL(@SpR}rr5Ua(Vk1dMm~Hs1K+ULtJ-XCr#kVg0hF${SXdjBMUK5N4dU4ck_sh1TCr z=A*?9VC`H^%+AgeDD0>EVX0m|WxoTct4zoQpA;H5vaE)? z<5#%=8C#xpiy<^)PHsRiZOMtC%#K0sIkhm0!A~$CI^z5^CMuEB7!cmFj?{w5R9qFU zMy_9$u!3UqYtNl*#v9=)tn9ANAiX2}0n4<5M;U;Ja{%uN<9v;N6>(s$wvg z%>_m0Mv7gDu3hFa;NAsJz?1dDTgch|&8)J^caQynLELJr^#Hray{+{PK-5j60{4K> zb2e7JUEr@a<`%M(yM@otq^*=EB7tc|Z!gzXD;Gb|o@q>7aNz`)-vps` z3boc4RU_4p9=+kHE`($F1wZ1k?~l6r5w#-V5*)L>f0f=e>IAuHx;?uUkT}tlc-^OM zYw;EGxPc{BiRhV)=7*Vjt$sk|HrKEr!)5!)FY&igPv!1j3ZO;embgTQwfPSs-FW)q zzb%UDKnU><1mP5pCIyP=#8eQCl}v!sh?Xc#iH#+YbwCwfYSUOTPM08>{xR4<#viRQzJ9V}!R4(R$XbusDoll3I^KdT)g?~LqgFRyGa7*A(2-vu zJjE~zbUd5f_=a7k%&Fw%PEV*%4%(2ePSrg-Ch6ylT4ixaAyYRD4T=G;*z}-5#q|ZtGO= z^AC`G3B^lwZeI9aYQK&N6d;!|*_@>U9LsyxOyG)Kc*^q`V42kYfdEn*%TD{$^`*%o z4;z4$))D*&e0w?Xh!I3%hsQ)+Iq&{juMoN}S0VJY`zU_1LkF3{)c>33USuI-FKpc(QvJm`PZX-k8}FBjc*Za5qtwbJYRU2TeKE5I9=N{o!Y5XF!3V@5hJxE zALEnxh%+x(vR`sMO9q8;djd$L+^KR7shhm&N#9x6^19EBwN$73S@i$rNN*Z+~ z|C|l#B)+)@Zpg|!28yAJB|<<{|K>R~SRk1OZ`U_BSV`5OYfAX3aZS4BrC^ogA#LL0 z)^PL%g9aR0KP3vMb4qcZIp|&nec;OFd>Y`U?jOAB8+?<<+;>JIN6VAIVK=U813T~F z64)&2oPujk-|d6zb+$&CBnvyF9`tzrI0+akrRkR8QRdS z{eYCU2#Zn_Yv_ILbGQcI)*brSR=`k%nB)Q7?|wfgxJbgBTY%7|3tTjpV)W1V8|3f& z%cEzrUrY^Xd4X3-TvqDpXApW?S>DWf?;EluK4zd}0nJ^l30f6zC&G^N)*v^7x5=X( zyHoMWy1v_n=X)MasfM6h;qnO2>o4Qgg#PO}97$>sr)oDVYHO8fl+v8Cls23K$mxIs z9)~M;40tu+2rzN%rj0a-HSYn7|AqY@OC7aDqo zYHNCnoBru8Knlswc3COW&&FzCPcvU0OiiKS4@O;2L_JNC?MvmOB)pGJOjuhgKi}x> zVL4*0mhRI0ESzIOovoOo=?Hl%3A15!^Z88C*}IRSOX;D3!s=-stqtD9m-;-mYRPqR zZt=8ZhPb1JOD$5$THV3nqkK77K46j*dL$!?nCiZMQv?BfW|w!ex5b`%H9@28cBWJiP$K|>l`AiE96MUT7TiPsuT<&m#w{wK=t1RV75VFDCP(5#R#0|3>dFG zhY9He9#Qb}w=j}g>7{`l=p^*S$qFrg3OdzMOyheoZf+yB%YG80#4s)Z?K~p8-p-JF zd((OmU*b0`2S7xYNKw6i45fiUnAeoeHp(}TWF3zxUpl;v?JgyXyiIje(OZ)-^YxyN zox}R+4Jq0azNr2N$*ZOg&4wi&Jx;6$K26Bb6)66hAbkF+iFY*nIBz-`qq^mpltrug z-Hmtf_z^7|tGAU~bfJ(#t{WNO^tW%Nc0g)2_KM48_m+)pl~ht;`C10A4PH}!;a9iG z8fk_{Vx`r0{`fPnZ=;lNRfcEYj6!T-7yXU`0XTq$>hH${4UalzM5FUh+tkb&%7ZE0 zb^E2}3wU)-mHFT2^Mm^MuTYo0M4|uu=RYr*j`F{Cyeuqw`p@;@pN01`W8^Pb-~KV? z`_HvF^1pXb@r%4wily>F8#iYuDy4VsJ(O(t(1?4ScRkrxy|3bVK?7NK&)5pJ`^2U+Im_%TP>|O|614^FlB)qx4Tqr_q9e_v=Wn2e{bQc@Pm932)n1cT4XKd5+v1EueZ!j>Uq?9@xNg62!DDNxGXDIv`(>pfM63I| zWeYKM_Y87-mdaMzz?%qECl##T2KZv)Xq|oZXvm4F*5w95Ti~oD@C*cYuRe@?~KfZKG#)Er{izE%%uDLEjBGw>2{wj zHTtYPr0+h|U06hBJx_I?oGIhKUn9(9j(^mSfApQJRz&i)bB1J3x;r#ShYg&Cd zbruOnySY!j_RixG+KQ?A^XjmX8*VEO`fpZ~mxJR~CZb*LIO}mg#&n(gPhTgA5^9cR z6z9(tuXrS8hc>M+-ZCae(mZ5&uS+3~MgCMzda)l3^#CJfo44J3l`D0B9CAJGQYP^H z7oo^TR{2t*;{2Tk_FsNuZOC{N!W)kkOp2memBUAGr9myrz9-s{r`YjIhvaX$J8n6>vPDD+mQoeoE#%>ZQ9RRRmg`{`&HAa5r>g^C{yjj?a&zJPUMBs5&JxGxTl95>Z*ruxEUHxg^5Nn(UBZ4f5 zL+)sgcTsT0N$Mk_$f<9k=_>J-cU)@Z9tkxZQIXil&KH*S4H!E$P7o%LM6jupzHiIC z=(9S4Gdf;!Xq*k+>34H?sRZZ>?>h+h;m|`M zzx@PmZ{}|=X;}>r61VHO4I~^X#8haV>dBp{A%S@>_-$e){5R(Pel17cY(()Ezc<)J zUoa-~7;aOMCaJYS+|JEkdQ+8NWVa@=z@2_nDMIaH24z4L>DNV-13kNm*Ff}8j|FlG z?Hn@z$i}G8vYBAOexL^qWF!;*aACwK^7MUQk_VI|*t41##iEg|IoAOJ$46K1ufXHk z?oY5kB2$^y^0>e@aO9VIH~B+2DSm%^xv+mv$fOo69PjZko87a$1YKqx~cB` z)lG%#DKd#x&~DO8G-NxQr@}o0Sjl-c<{g+iOYGSl19kOt=tj5?5`VdV;SkZMZ%@tuS=B%J{C`ZT$Hn z+dW}yc0>pxlX`d0D0J-pVEk#hgYaP{rh@kzpklD{ZM~*(Y~b17Of-1gy>Q=X$>VT_ ztc@Pn6Y*wRtGr|qsR!m-*j)ls&_1_*nJ2sq57ybaQ<64OA|8cMEnjKhZW%{T|K6$b zL*R}#{cBymJ6$PizDKbHyJv&9SA(VAmb;5%Q9$S0gTymnX1w~W=afMiMb80W46C~n zH~IbNxIv~~nNUm2Q3Nnk&AJFSJ`c78!ba?VHC(Ahz@GCw_$xQrN>*1v$}{Ga{&pGC z2VTN@)Z}hWN=vQ0+W-_*R?6U*`{Cl7$T034g3|AF_Dfe$8hS1U>k7pR&ZOgD3NW8k z@_&&)amn~BXO&M2Ll5bB^s2d-%@dwFpN5%N>U&anA%Pdd3)F<~v2$mfQaHH%i6mCZ zQR^idY9SK>dNKJ_uEuW>#;Hi32?L54pj7F{1LQ$#1rS7m3kh_pzh7o7e8>4-F8zE`V5Lja|x>!&&?82hbEbk84QxW0R;Bb- z7Nlj$%K^v*bg{5kCHf^eHc$t)TC7+jrjB%Jo;dICC^$;YtF#`ifL8}?k5DG(ARzF5 zLBYP=86EBz1DvjdyP)0gz@_tKdv6FBAMM!b&(QP=LYW-z4SY5P1ns~~3kXHMma0t< z;IAI(%yNY2Sa6iuwa7*!c2+~X;>Rvtj|Es~A8`RI!M<=4X(fwb*p`&U(C8K>9F(apZY6&w%ONE?Cg$PSyPBUX7HiwNY zn^USeHIu_MhVQ*T*Y~=7neD5Fc>$>mjzVFxjdfo5W^Zk51-Z~Op4;C>=%AHz3 z5>rr>-?^=27aW-G>y)LONZRZ(zBD54m{9$V1>r7D;ZeWF_5Eaim#^0QoS8vBmmyus z>z+bk=+M6NaANWr;6*gOW`vzRu2GOg)OhJrW0W~Le)Cxz`%`!>7uql8stk48%tR@c zKuj@e@^|NT2U5OKzildT`0R0_TP^C7xHRRC#3;J=P_~wUGX~-dBnqBxJ3hQ7j%>%% zle_u@d-6hM!P8F_ea9P)p)s6MpO`+wKP-9Xw2 zyT`0W3JjXK+(*ADHPD-kMZhVt(m*C(^-nH?w9eYs9jiV%`e3hd2SFvp<4ty+3%exXnHkBmV!Ts=h3;5)MPHVSULckKr)+#*{6H$~Uc?+gMp6~3 zEw`VyT6^F71qNV1c$XVl3k*^{{0*OEPU+rdX4;DV3tS->If50G=e-}O0*NMaSAD6K z!y3)Ge^}jC!U2AoTXD=Q{Z>ou1G_!8gSp#O<=N9k6a}fH0P0D&!#;P-KzQQWI(9c1 z+njmv|>#U zZW99j6^t0by|OsAJvJ##k$q~bq+^KYSZ25CQrbE@-Xl`f+v=wNU0t-B{5P8o*~=_Fj3Jp}1?PW{!#Ve;8Vr)8mlZvnT; z&kkSa3*;Mh~1k35U&T>`JP!yI=uEo7DB{#p`9U%mA1$5nS$G-dJ@D-Uu| z<#ai=`BO%v>~+8EGdd(t(@I1MJumF+1hN8B=CW99osn4osu^(tVuXMvW-|M{ayDh1 zKnH2+$81SNFr`J?hp>UK>)EyaqJRnl-~u+S>R|;}=*B*eNfhO*XS;6!C?es<9!5RA zC$=h_k#&;f*_2v7td^rGE1l8u+w7Z@a-R?8&5Dcg0LIiR{EcssSTgYD-P?DA6h#dd zT|=5;bgEG?ZAbdXZd=Pp!R1^Pw-kOjI@31jm}yiyc?r~rp(*<*ndJk10n;&rseVd2 z$PqSh-}Qjc79VM;tmDT{qUoxso7prmAnR*frKet?P%`L4vy{2%L{nEV9eOdRJSfd- zx_vrkdt6ZnE+`!cO0&v+%H?WKV}EZA6S{UDoi7Ae@!gL~yyP*|7F$}nOps~u=OSL_ zR3EfM(CD17<=Td^#|#xx+8TFHR>jzOR{3>eHtms}n$ER_NZC&8B)94ZLEa#N;ME>r z!)XD+VaQXQOeZ{NRlb1O_CzM~g37Oaxa!-HVau}fi+cX^*oab8;vWBZbXU*|SBG|c%zHKaGchqUEK2}uNSN@x?1}j{F{5s1jx*7Yt)q+EYzLiu7Q}ln z(B-StevQrV}0p$H#8*;BucdDH#+?uNz$aEqU+W>ZTjM{ zlMm1m4a_M;G4CI=dG392F0e(^rnMIo+;Hpl#Pa!c#;)m8nC)>Nq(ox`-j7vZPA5_Y;6$ONM;*zAtjxtfS$j&L%QI5UJxp^j?UK& zsdtXZF=QZ;Pwe!}>M$`6Hr=l}%yfGw;!PzlvAbINz#saVS(we7iA~amA#=p50p_m{ zN8^`L>pSxaUSr6j>n?o+vdCp-_E{=vUtPs5+ARkeXLSx4C=#+60kbXMbe=zQW%+%UlT`ZzsUN07Ua zse1z=v!|e!d}^*cpr0&&0r>Gvc$UteRsr=Rq!Nlv3SS0Hy_X*Q+rTfokBurimxzJR&nhQg5&eB=d`ZYk$n1mJoA`lg-> z{+|0+l#^BgW&=ZEobz?5PpBI*Sfy&8(EaSl_Hz_1WmKBRSC}Ku;1i1#ryHD~$Ss_& zKLnevM`<`tUG(MY^57R>n+}z1rwGdeS8}3L_uNxkYvpV}#Utjm54I=hnkNX(){i!Y z|Ijf~ajG&jT1=>59Lh$?D^7IJ+4jS`43o+tPd^zqG(i^BFSfQry)AF|XPOzU)cdlZ zl*rac^g{Iry}K4tm}9SjfgN>Wir2w`uOJQd}Y0Ox*p63N%HfC5M$p zr!w6u)y?l5pQJqA$j$KboUDoUqV2zqG6gI^caKOrdST}|hN+lA;+D`JC$F$vyB>|l5M%gc}R)`y|oM?5{A{~`+&pq{q@Sy zQOQSf`FpaE-kKNsyhjb%HR?LmIpr&!C7r<9di4?Fr`N_5^zS}9#Q>?+6+S?b#Z1{65o z+r{VpEx=upccxI-d-$8W`cD3vJtIC74}fbNlpsgS|FP)xcV~}>I-m-|)%`yq{;4ki geW(A=mA}>`ZKvOlpCl^plmL#?C(hcJ*?L6(2ei^?m;e9( literal 0 HcmV?d00001 From 76ec4ec0e92df1d1806747c45aaf5ea7b02dba72 Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 14:01:44 -0700 Subject: [PATCH 10/12] update arrow.record comments --- pkg/arrow/record.go | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/pkg/arrow/record.go b/pkg/arrow/record.go index 427fdb84..fb016675 100644 --- a/pkg/arrow/record.go +++ b/pkg/arrow/record.go @@ -17,8 +17,8 @@ package arrow -// This package contains functions for printing Arrow records to stdout. -// This is mostly used for debugging purposes. +// Package providing functions to print Arrow records to stdout for +// debugging and analysis. import ( "fmt" @@ -41,6 +41,8 @@ const ( CborCode int8 = 5 ) +// TextColumn memorizes the contents of a column for printing. +// MaxLen is used to determine the column width. type TextColumn struct { Name string MaxLen int From 8110af65d519184c542defa0491482de60a0b7c9 Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 14:06:28 -0700 Subject: [PATCH 11/12] update config comments --- pkg/config/config.go | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/pkg/config/config.go b/pkg/config/config.go index 4ec4d1de..15e4388f 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -27,6 +27,7 @@ import ( type OrderSpanBy int8 +// Enumeration defining how to order spans in a batch. const ( OrderSpanByNothing OrderSpanBy = iota OrderSpanByNameTraceID @@ -37,6 +38,9 @@ const ( OrderSpanByStartTimeNameTraceID ) +// OrderSpanByVariants is a map of string to OrderSpanBy. +// It is used to iterate over the possible values of OrderSpanBy. +// This map must be kept in sync with the OrderSpanBy enumeration. var OrderSpanByVariants = map[string]OrderSpanBy{ "": OrderSpanByNothing, "name,trace_id": OrderSpanByNameTraceID, @@ -49,6 +53,8 @@ var OrderSpanByVariants = map[string]OrderSpanBy{ type OrderAttrs32By int8 +// Enumeration defining how to order attributes in a batch +// (with 32bits attribute ID). const ( OrderAttrs32ByNothing OrderAttrs32By = iota OrderAttrs32ByTypeParentIdKeyValue @@ -57,6 +63,9 @@ const ( OrderAttrs32ByKeyValueParentId ) +// OrderAttrs32ByVariants is a map of string to OrderAttrs32By. +// It is used to iterate over the possible values of OrderAttrs32By. +// This map must be kept in sync with the OrderAttrs32By enumeration. var OrderAttrs32ByVariants = map[string]OrderAttrs32By{ "": OrderAttrs32ByNothing, "type,parent_id,key,value": OrderAttrs32ByTypeParentIdKeyValue, From ff55ac62d350306a6e41bf6132b001dc1032200b Mon Sep 17 00:00:00 2001 From: querel Date: Tue, 3 Oct 2023 16:13:20 -0700 Subject: [PATCH 12/12] add config to define attrs16 sorters --- pkg/config/config.go | 36 ++++++++++++++++- pkg/otel/arrow_record/producer.go | 10 ++++- pkg/otel/common/arrow/attributes_16.go | 54 +++++++++++++++++--------- pkg/otel/common/arrow/attributes_32.go | 5 ++- pkg/otel/logs/arrow/config.go | 6 +-- pkg/otel/metrics/arrow/config.go | 4 +- pkg/otel/traces/arrow/config.go | 16 ++------ tools/trace_analyzer/main.go | 46 ++++++++++++---------- 8 files changed, 116 insertions(+), 61 deletions(-) diff --git a/pkg/config/config.go b/pkg/config/config.go index 15e4388f..5dabcc14 100644 --- a/pkg/config/config.go +++ b/pkg/config/config.go @@ -74,6 +74,27 @@ var OrderAttrs32ByVariants = map[string]OrderAttrs32By{ "key,value,parent_id": OrderAttrs32ByKeyValueParentId, } +type OrderAttrs16By int8 + +// Enumeration defining how to order attributes in a batch +// (with 16bits attribute ID). +const ( + OrderAttrs16ByNothing OrderAttrs16By = iota + OrderAttrs16ByParentIdKeyValue + OrderAttrs16ByTypeKeyParentIdValue + OrderAttrs16ByTypeKeyValueParentId +) + +// OrderAttrs16ByVariants is a map of string to OrderAttrs16By. +// It is used to iterate over the possible values of OrderAttrs16By. +// This map must be kept in sync with the OrderAttrs16By enumeration. +var OrderAttrs16ByVariants = map[string]OrderAttrs16By{ + "": OrderAttrs16ByNothing, + "parent_id,key,value": OrderAttrs16ByParentIdKeyValue, + "type,key,parent_id,value": OrderAttrs16ByTypeKeyParentIdValue, + "type,key,value,parent_id": OrderAttrs16ByTypeKeyValueParentId, +} + type Config struct { Pool memory.Allocator @@ -101,7 +122,11 @@ type Config struct { // OrderSpanBy specifies how to order spans in a batch. OrderSpanBy OrderSpanBy - // OrderAttrs32By specifies how to order attributes in a batch (with 32bits attribute ID). + // OrderAttrs16By specifies how to order attributes in a batch + // (with 16bits attribute ID). + OrderAttrs16By OrderAttrs16By + // OrderAttrs32By specifies how to order attributes in a batch + // (with 32bits attribute ID). OrderAttrs32By OrderAttrs32By } @@ -124,6 +149,7 @@ func DefaultConfig() *Config { Zstd: true, OrderSpanBy: OrderSpanByNameTraceID, + OrderAttrs16By: OrderAttrs16ByTypeKeyValueParentId, OrderAttrs32By: OrderAttrs32ByTypeKeyValueParentId, } } @@ -273,3 +299,11 @@ func WithOrderAttrs32By(orderAttrs32By OrderAttrs32By) Option { cfg.OrderAttrs32By = orderAttrs32By } } + +// WithOrderAttrs16By specifies how to order attributes in a batch +// (with 16bits attribute ID). +func WithOrderAttrs16By(orderAttrs16By OrderAttrs16By) Option { + return func(cfg *Config) { + cfg.OrderAttrs16By = orderAttrs16By + } +} diff --git a/pkg/otel/arrow_record/producer.go b/pkg/otel/arrow_record/producer.go index 3eda2189..d32a4093 100644 --- a/pkg/otel/arrow_record/producer.go +++ b/pkg/otel/arrow_record/producer.go @@ -155,8 +155,14 @@ func NewProducerWithOptions(options ...cfg.Option) *Producer { traceCfg := tracesarrow.NewConfig(conf) traceCfg.Span.Sorter = tracesarrow.FindOrderByFunc(conf.OrderSpanBy) - traceCfg.Attrs.Event.Sorter = acommon.FindOrderByFunc(conf.OrderAttrs32By) - traceCfg.Attrs.Link.Sorter = acommon.FindOrderByFunc(conf.OrderAttrs32By) + + traceCfg.Attrs.Resource.Sorter = acommon.Attrs16FindOrderByFunc(conf.OrderAttrs16By) + traceCfg.Attrs.Scope.Sorter = acommon.Attrs16FindOrderByFunc(conf.OrderAttrs16By) + traceCfg.Attrs.Span.Sorter = acommon.Attrs16FindOrderByFunc(conf.OrderAttrs16By) + + traceCfg.Attrs.Event.Sorter = acommon.Attrs32FindOrderByFunc(conf.OrderAttrs32By) + traceCfg.Attrs.Link.Sorter = acommon.Attrs32FindOrderByFunc(conf.OrderAttrs32By) + tracesBuilder, err := tracesarrow.NewTracesBuilder(tracesRecordBuilder, traceCfg, stats) if err != nil { panic(err) diff --git a/pkg/otel/common/arrow/attributes_16.go b/pkg/otel/common/arrow/attributes_16.go index 2a8a902d..0ad58e54 100644 --- a/pkg/otel/common/arrow/attributes_16.go +++ b/pkg/otel/common/arrow/attributes_16.go @@ -21,12 +21,14 @@ package arrow import ( "errors" + "fmt" "sort" "strings" "github.com/apache/arrow/go/v12/arrow" "go.opentelemetry.io/collector/pdata/pcommon" + "github.com/open-telemetry/otel-arrow/pkg/config" "github.com/open-telemetry/otel-arrow/pkg/otel/common" "github.com/open-telemetry/otel-arrow/pkg/otel/common/schema" "github.com/open-telemetry/otel-arrow/pkg/otel/common/schema/builder" @@ -76,12 +78,12 @@ type ( Attrs16ByParentIdKeyValue struct { prevParentID uint16 } - Attrs16ByKeyParentIdValue struct { + Attrs16ByTypeKeyParentIdValue struct { prevParentID uint16 prevKey string prevValue *pcommon.Value } - Attrs16ByKeyValueParentId struct { + Attrs16ByTypeKeyValueParentId struct { prevParentID uint16 prevKey string prevValue *pcommon.Value @@ -270,6 +272,22 @@ func (b *Attrs16Builder) ShowSchema() { b.builder.ShowSchema() } +// Attrs16FindOrderByFunc returns the sorter for the given order by +func Attrs16FindOrderByFunc(orderBy config.OrderAttrs16By) Attrs16Sorter { + switch orderBy { + case config.OrderAttrs16ByNothing: + return &Attrs16ByNothing{} + case config.OrderAttrs16ByParentIdKeyValue: + return &Attrs16ByParentIdKeyValue{} + case config.OrderAttrs16ByTypeKeyParentIdValue: + return &Attrs16ByTypeKeyParentIdValue{} + case config.OrderAttrs16ByTypeKeyValueParentId: + return &Attrs16ByTypeKeyValueParentId{} + default: + panic(fmt.Sprintf("unknown OrderAttrs16By variant: %d", orderBy)) + } +} + // Sorts the attributes by parentID, key, and value // ================================================ @@ -322,14 +340,14 @@ func (s *Attrs16ByNothing) Encode(parentID uint16, _ string, _ *pcommon.Value) u func (s *Attrs16ByNothing) Reset() {} -// Sorts the attributes by key, parentID, and value +// Sorts the attributes by type, key, parentID, and value // ================================================ -func SortAttrs16ByKeyParentIdValue() *Attrs16ByKeyParentIdValue { - return &Attrs16ByKeyParentIdValue{} +func SortAttrs16ByTypeKeyParentIdValue() *Attrs16ByTypeKeyParentIdValue { + return &Attrs16ByTypeKeyParentIdValue{} } -func (s *Attrs16ByKeyParentIdValue) Sort(attrs []Attr16) []string { +func (s *Attrs16ByTypeKeyParentIdValue) Sort(attrs []Attr16) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -348,10 +366,10 @@ func (s *Attrs16ByKeyParentIdValue) Sort(attrs []Attr16) []string { } }) - return []string{constants.AttributeType, constants.AttributeKey, constants.ParentID} + return []string{constants.AttributeType, constants.AttributeKey, constants.ParentID, constants.Value} } -func (s *Attrs16ByKeyParentIdValue) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { +func (s *Attrs16ByTypeKeyParentIdValue) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { if s.prevValue == nil { s.prevKey = key s.prevValue = value @@ -371,13 +389,13 @@ func (s *Attrs16ByKeyParentIdValue) Encode(parentID uint16, key string, value *p } } -func (s *Attrs16ByKeyParentIdValue) Reset() { +func (s *Attrs16ByTypeKeyParentIdValue) Reset() { s.prevParentID = 0 s.prevKey = "" s.prevValue = nil } -func (s *Attrs16ByKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value) bool { +func (s *Attrs16ByTypeKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value) bool { if s.prevValue == nil { return false } @@ -388,14 +406,14 @@ func (s *Attrs16ByKeyParentIdValue) IsSameGroup(key string, value *pcommon.Value return false } -// Sorts the attributes by key, value, and parentID +// Sorts the attributes by type, key, value, and parentID // ================================================ -func SortAttrs16ByKeyValueParentId() *Attrs16ByKeyValueParentId { - return &Attrs16ByKeyValueParentId{} +func SortAttrs16ByTypeKeyValueParentId() *Attrs16ByTypeKeyValueParentId { + return &Attrs16ByTypeKeyValueParentId{} } -func (s *Attrs16ByKeyValueParentId) Sort(attrs []Attr16) []string { +func (s *Attrs16ByTypeKeyValueParentId) Sort(attrs []Attr16) []string { sort.Slice(attrs, func(i, j int) bool { attrsI := attrs[i] attrsJ := attrs[j] @@ -414,10 +432,10 @@ func (s *Attrs16ByKeyValueParentId) Sort(attrs []Attr16) []string { return attrsI.Value.Type() < attrsJ.Value.Type() } }) - return []string{constants.AttributeType, constants.AttributeKey, constants.Value} + return []string{constants.AttributeType, constants.AttributeKey, constants.Value, constants.ParentID} } -func (s *Attrs16ByKeyValueParentId) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { +func (s *Attrs16ByTypeKeyValueParentId) Encode(parentID uint16, key string, value *pcommon.Value) uint16 { if s.prevValue == nil { s.prevKey = key s.prevValue = value @@ -437,13 +455,13 @@ func (s *Attrs16ByKeyValueParentId) Encode(parentID uint16, key string, value *p } } -func (s *Attrs16ByKeyValueParentId) Reset() { +func (s *Attrs16ByTypeKeyValueParentId) Reset() { s.prevParentID = 0 s.prevKey = "" s.prevValue = nil } -func (s *Attrs16ByKeyValueParentId) IsSameGroup(key string, value *pcommon.Value) bool { +func (s *Attrs16ByTypeKeyValueParentId) IsSameGroup(key string, value *pcommon.Value) bool { if s.prevValue == nil { return false } diff --git a/pkg/otel/common/arrow/attributes_32.go b/pkg/otel/common/arrow/attributes_32.go index 701a5830..3f4262c9 100644 --- a/pkg/otel/common/arrow/attributes_32.go +++ b/pkg/otel/common/arrow/attributes_32.go @@ -305,7 +305,8 @@ func (b *Attrs32Builder) ShowSchema() { b.builder.ShowSchema() } -func FindOrderByFunc(orderBy config.OrderAttrs32By) Attrs32Sorter { +// Attrs32FindOrderByFunc returns the sorter for the given order by +func Attrs32FindOrderByFunc(orderBy config.OrderAttrs32By) Attrs32Sorter { switch orderBy { case config.OrderAttrs32ByNothing: return &Attrs32ByNothing{} @@ -545,7 +546,7 @@ func (s *Attrs32ByKeyValueParentId) Sort(attrs []Attr32) []string { return attrsI.Key < attrsJ.Key } }) - return []string{constants.AttributeType, constants.Value, constants.AttributeKey, constants.ParentID} + return []string{constants.AttributeKey, constants.Value, constants.ParentID} } func (s *Attrs32ByKeyValueParentId) Encode(parentID uint32, key string, value *pcommon.Value) uint32 { diff --git a/pkg/otel/logs/arrow/config.go b/pkg/otel/logs/arrow/config.go index 6dc3679e..84076fe3 100644 --- a/pkg/otel/logs/arrow/config.go +++ b/pkg/otel/logs/arrow/config.go @@ -57,13 +57,13 @@ func NewConfig(globalConf *cfg.Config) *Config { }, Attrs: &AttrsConfig{ Resource: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Scope: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Log: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, }, } diff --git a/pkg/otel/metrics/arrow/config.go b/pkg/otel/metrics/arrow/config.go index 7e9e8f57..f162cdb9 100644 --- a/pkg/otel/metrics/arrow/config.go +++ b/pkg/otel/metrics/arrow/config.go @@ -120,10 +120,10 @@ func NewConfig(globalConf *cfg.Config) *Config { }, Attrs: &AttrsConfig{ Resource: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Scope: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, NumberDataPoint: &arrow.Attrs32Config{ Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), diff --git a/pkg/otel/traces/arrow/config.go b/pkg/otel/traces/arrow/config.go index 594a2e31..695eb84f 100644 --- a/pkg/otel/traces/arrow/config.go +++ b/pkg/otel/traces/arrow/config.go @@ -65,12 +65,7 @@ func NewConfig(globalConf *cfg.Config) *Config { return &Config{ Global: globalConf, Span: &SpanConfig{ - //Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceId(), - //Sorter: SortSpansByResourceSpanIdScopeSpanIdTraceIdName(), - //Sorter: SortSpansByResourceSpanIdScopeSpanIdNameStartTimestamp(), - //Sorter: SortSpansByResourceSpanIdScopeSpanIdStartTimestampTraceIdName(), - //Sorter: SortSpansByResourceSpanIdScopeSpanIdStartTimestampNameTraceId(), - Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceIdStartTimestamp(), + Sorter: SortSpansByResourceSpanIdScopeSpanIdNameTraceId(), }, Event: &EventConfig{ Sorter: SortEventsByNameParentId(), @@ -80,22 +75,19 @@ func NewConfig(globalConf *cfg.Config) *Config { }, Attrs: &AttrsConfig{ Resource: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Scope: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Span: &arrow.Attrs16Config{ - Sorter: arrow.SortAttrs16ByKeyValueParentId(), + Sorter: arrow.SortAttrs16ByTypeKeyValueParentId(), }, Event: &arrow.Attrs32Config{ Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), - // Sorter: arrow.SortAttrs32ByKeyValueParentId(), - //Sorter: arrow.SortAttrs32ByTypeParentIdKeyValue(), }, Link: &arrow.Attrs32Config{ Sorter: arrow.SortAttrs32ByTypeKeyValueParentId(), - //Sorter: arrow.SortAttrs32ByTypeParentIdKeyValue(), }, }, } diff --git a/tools/trace_analyzer/main.go b/tools/trace_analyzer/main.go index 8bdfe6bb..29fc3a5d 100644 --- a/tools/trace_analyzer/main.go +++ b/tools/trace_analyzer/main.go @@ -119,34 +119,38 @@ func main() { // Run all possible combinations of sorting options // One trial per combination results := make(map[string]int64) - totalNumberOfTrials := len(config.OrderSpanByVariants) * len(config.OrderAttrs32ByVariants) + totalNumberOfTrials := len(config.OrderSpanByVariants) * len(config.OrderAttrs16ByVariants) * len(config.OrderAttrs32ByVariants) // Run all possible combinations of sorting options. // This is a brute force approach, but it's fine for now since we - // don't have a lot of options. + // don't have a lot of options (140 options). // If the number of options increases, we should consider a more // efficient approach such as black box optimization. for orderSpanByLabel, orderSpanBy := range config.OrderSpanByVariants { - for orderAttrs32ByLabel, orderByAttrs32 := range config.OrderAttrs32ByVariants { - withoutCompressionOptions := []config.Option{ - config.WithNoZstd(), - config.WithCompressionRatioStats(), - config.WithOrderSpanBy(orderSpanBy), - config.WithOrderAttrs32By(orderByAttrs32), + for orderAttrs16ByLabel, orderByAttrs16 := range config.OrderAttrs16ByVariants { + for orderAttrs32ByLabel, orderByAttrs32 := range config.OrderAttrs32ByVariants { + withoutCompressionOptions := []config.Option{ + config.WithNoZstd(), + config.WithCompressionRatioStats(), + config.WithOrderSpanBy(orderSpanBy), + config.WithOrderAttrs16By(orderByAttrs16), + config.WithOrderAttrs32By(orderByAttrs32), + } + withCompressionOptions := append([]config.Option{ + config.WithZstd(), + config.WithCompressionRatioStats(), + config.WithOrderSpanBy(orderSpanBy), + config.WithOrderAttrs16By(orderByAttrs16), + config.WithOrderAttrs32By(orderByAttrs32), + }, commonOptions...) + + println("=====================================================================") + fmt.Printf("Trial %d/%d with parameters => order spans with %q, order attrs16 by %q, order attrs32 by %q\n", + len(results)+1, totalNumberOfTrials, orderSpanByLabel, orderAttrs16ByLabel, orderAttrs32ByLabel) + + totalCompressedSize := runTrial(datasets, defaultBatchSize, withoutCompressionOptions, withCompressionOptions) + results[fmt.Sprintf("spans order by: %s - attrs 16 order by: %s - attrs 32 order by: %s", orderSpanByLabel, orderAttrs16ByLabel, orderAttrs32ByLabel)] = totalCompressedSize } - withCompressionOptions := append([]config.Option{ - config.WithZstd(), - config.WithCompressionRatioStats(), - config.WithOrderSpanBy(orderSpanBy), - config.WithOrderAttrs32By(orderByAttrs32), - }, commonOptions...) - - println("=====================================================================") - fmt.Printf("Trial %d/%d with parameters => order spans with %q, order attrs32 by %q\n", - len(results)+1, totalNumberOfTrials, orderSpanByLabel, orderAttrs32ByLabel) - - totalCompressedSize := runTrial(datasets, defaultBatchSize, withoutCompressionOptions, withCompressionOptions) - results[fmt.Sprintf("spans order by: %s - attrs 32 order by: %s", orderSpanByLabel, orderAttrs32ByLabel)] = totalCompressedSize } } minTotalSize := int64(0)