From 4dd30121cbbf1fd8708e2ccf4f34c8073cf72b03 Mon Sep 17 00:00:00 2001 From: "github-classroom[bot]" <66690702+github-classroom[bot]@users.noreply.github.com> Date: Mon, 15 Dec 2025 09:47:42 +0000 Subject: [PATCH 1/4] GitHub Classroom Feedback --- .github/.keep | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 .github/.keep diff --git a/.github/.keep b/.github/.keep new file mode 100644 index 0000000..e69de29 From 5421809d3f71edfd9e2572a51b647f92370baf8f Mon Sep 17 00:00:00 2001 From: "github-classroom[bot]" <66690702+github-classroom[bot]@users.noreply.github.com> Date: Mon, 15 Dec 2025 09:47:43 +0000 Subject: [PATCH 2/4] Setting up GitHub Classroom Feedback From ff55abb479a43b34f2a4ea618fbffd949d70dc8e Mon Sep 17 00:00:00 2001 From: "github-classroom[bot]" <66690702+github-classroom[bot]@users.noreply.github.com> Date: Mon, 15 Dec 2025 09:47:46 +0000 Subject: [PATCH 3/4] add deadline --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 948dc85..84b20f4 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,4 @@ +[![Review Assignment Due Date](https://classroom.github.com/assets/deadline-readme-button-22041afd0340ce965d47ae6ef1cefeee28c7c493a6346c4f15d667ab976d596c.svg)](https://classroom.github.com/a/uyodabcP) ## Лабораторная работа: Реализация MapReduce для анализа данных о продажах с ипользованием HADOOP!!! # Цель работы From 4092400320173da97ee6d43c680740b035b3b8fe Mon Sep 17 00:00:00 2001 From: Vitaliy Emelyanov Date: Tue, 16 Dec 2025 15:38:23 +0300 Subject: [PATCH 4/4] Implement --- benchmarks/outputs/0.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/0.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/0.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/0.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/1.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/1.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/1.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/1.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/2.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/2.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/2.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/2.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/3.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/3.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/3.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/3.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/4.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/4.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/4.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/4.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/5.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/5.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/5.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/5.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/6.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/6.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/6.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/6.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/7.csv_m1_r1.txt | 20 +++++ benchmarks/outputs/7.csv_m2_r1.txt | 20 +++++ benchmarks/outputs/7.csv_m4_r1.txt | 20 +++++ benchmarks/outputs/7.csv_m8_r1.txt | 20 +++++ benchmarks/outputs/all_m1_r1.txt | 20 +++++ benchmarks/outputs/all_m2_r1.txt | 20 +++++ benchmarks/outputs/all_m4_r1.txt | 20 +++++ benchmarks/outputs/all_m8_r1.txt | 20 +++++ benchmarks/plots/0.csv.png | Bin 0 -> 38692 bytes benchmarks/plots/1.csv.png | Bin 0 -> 36324 bytes benchmarks/plots/2.csv.png | Bin 0 -> 37611 bytes benchmarks/plots/3.csv.png | Bin 0 -> 39212 bytes benchmarks/plots/4.csv.png | Bin 0 -> 38457 bytes benchmarks/plots/5.csv.png | Bin 0 -> 36558 bytes benchmarks/plots/6.csv.png | Bin 0 -> 38927 bytes benchmarks/plots/7.csv.png | Bin 0 -> 39172 bytes benchmarks/plots/all.png | Bin 0 -> 40392 bytes benchmarks/results.csv | 3 + benchmarks/results_all.csv | 3 + build.gradle.kts | 48 +++++++++++ docker-compose.yml | 22 +++++ scripts/benchmark_all.sh | 66 +++++++++++++++ settings.gradle.kts | 0 .../org/itmo/lab3/CategoryRevenueMapper.kt | 24 ++++++ .../org/itmo/lab3/CategoryRevenueReducer.kt | 30 +++++++ .../org/itmo/lab3/CategoryStatsWritable.kt | 23 ++++++ src/main/kotlin/org/itmo/lab3/CliArgs.kt | 10 +++ .../org/itmo/lab3/SalesByCategoryJob.kt | 78 ++++++++++++++++++ 56 files changed, 1027 insertions(+) create mode 100644 benchmarks/outputs/0.csv_m1_r1.txt create mode 100644 benchmarks/outputs/0.csv_m2_r1.txt create mode 100644 benchmarks/outputs/0.csv_m4_r1.txt create mode 100644 benchmarks/outputs/0.csv_m8_r1.txt create mode 100644 benchmarks/outputs/1.csv_m1_r1.txt create mode 100644 benchmarks/outputs/1.csv_m2_r1.txt create mode 100644 benchmarks/outputs/1.csv_m4_r1.txt create mode 100644 benchmarks/outputs/1.csv_m8_r1.txt create mode 100644 benchmarks/outputs/2.csv_m1_r1.txt create mode 100644 benchmarks/outputs/2.csv_m2_r1.txt create mode 100644 benchmarks/outputs/2.csv_m4_r1.txt create mode 100644 benchmarks/outputs/2.csv_m8_r1.txt create mode 100644 benchmarks/outputs/3.csv_m1_r1.txt create mode 100644 benchmarks/outputs/3.csv_m2_r1.txt create mode 100644 benchmarks/outputs/3.csv_m4_r1.txt create mode 100644 benchmarks/outputs/3.csv_m8_r1.txt create mode 100644 benchmarks/outputs/4.csv_m1_r1.txt create mode 100644 benchmarks/outputs/4.csv_m2_r1.txt create mode 100644 benchmarks/outputs/4.csv_m4_r1.txt create mode 100644 benchmarks/outputs/4.csv_m8_r1.txt create mode 100644 benchmarks/outputs/5.csv_m1_r1.txt create mode 100644 benchmarks/outputs/5.csv_m2_r1.txt create mode 100644 benchmarks/outputs/5.csv_m4_r1.txt create mode 100644 benchmarks/outputs/5.csv_m8_r1.txt create mode 100644 benchmarks/outputs/6.csv_m1_r1.txt create mode 100644 benchmarks/outputs/6.csv_m2_r1.txt create mode 100644 benchmarks/outputs/6.csv_m4_r1.txt create mode 100644 benchmarks/outputs/6.csv_m8_r1.txt create mode 100644 benchmarks/outputs/7.csv_m1_r1.txt create mode 100644 benchmarks/outputs/7.csv_m2_r1.txt create mode 100644 benchmarks/outputs/7.csv_m4_r1.txt create mode 100644 benchmarks/outputs/7.csv_m8_r1.txt create mode 100644 benchmarks/outputs/all_m1_r1.txt create mode 100644 benchmarks/outputs/all_m2_r1.txt create mode 100644 benchmarks/outputs/all_m4_r1.txt create mode 100644 benchmarks/outputs/all_m8_r1.txt create mode 100644 benchmarks/plots/0.csv.png create mode 100644 benchmarks/plots/1.csv.png create mode 100644 benchmarks/plots/2.csv.png create mode 100644 benchmarks/plots/3.csv.png create mode 100644 benchmarks/plots/4.csv.png create mode 100644 benchmarks/plots/5.csv.png create mode 100644 benchmarks/plots/6.csv.png create mode 100644 benchmarks/plots/7.csv.png create mode 100644 benchmarks/plots/all.png create mode 100644 benchmarks/results.csv create mode 100644 benchmarks/results_all.csv create mode 100644 build.gradle.kts create mode 100644 docker-compose.yml create mode 100755 scripts/benchmark_all.sh create mode 100644 settings.gradle.kts create mode 100644 src/main/kotlin/org/itmo/lab3/CategoryRevenueMapper.kt create mode 100644 src/main/kotlin/org/itmo/lab3/CategoryRevenueReducer.kt create mode 100644 src/main/kotlin/org/itmo/lab3/CategoryStatsWritable.kt create mode 100644 src/main/kotlin/org/itmo/lab3/CliArgs.kt create mode 100644 src/main/kotlin/org/itmo/lab3/SalesByCategoryJob.kt diff --git a/benchmarks/outputs/0.csv_m1_r1.txt b/benchmarks/outputs/0.csv_m1_r1.txt new file mode 100644 index 0000000..5dfb8ec --- /dev/null +++ b/benchmarks/outputs/0.csv_m1_r1.txt @@ -0,0 +1,20 @@ +video games 139430602.46 28043 +clothing 135666372.01 27412 +automotive 132122217.95 26650 +footwear 130416434.24 25786 +music instruments 130099073.68 26011 +groceries 128176561.14 25653 +gardening tools 127180582.16 25046 +jewelry 127163374.18 25301 +beauty products 126475981.06 25373 +baby products 125928841.39 25139 +stationery 124781323.26 25396 +electronics 122490773.21 24853 +furniture 121305602.93 24252 +sports equipment 120668760.77 23943 +pet supplies 119525698.85 23820 +home appliances 119416602.83 23654 +health & wellness 119380159.69 23559 +toys 115830491.33 23043 +books 115715264.64 23400 +office equipment 115295667.33 22841 diff --git a/benchmarks/outputs/0.csv_m2_r1.txt b/benchmarks/outputs/0.csv_m2_r1.txt new file mode 100644 index 0000000..5dfb8ec --- /dev/null +++ b/benchmarks/outputs/0.csv_m2_r1.txt @@ -0,0 +1,20 @@ +video games 139430602.46 28043 +clothing 135666372.01 27412 +automotive 132122217.95 26650 +footwear 130416434.24 25786 +music instruments 130099073.68 26011 +groceries 128176561.14 25653 +gardening tools 127180582.16 25046 +jewelry 127163374.18 25301 +beauty products 126475981.06 25373 +baby products 125928841.39 25139 +stationery 124781323.26 25396 +electronics 122490773.21 24853 +furniture 121305602.93 24252 +sports equipment 120668760.77 23943 +pet supplies 119525698.85 23820 +home appliances 119416602.83 23654 +health & wellness 119380159.69 23559 +toys 115830491.33 23043 +books 115715264.64 23400 +office equipment 115295667.33 22841 diff --git a/benchmarks/outputs/0.csv_m4_r1.txt b/benchmarks/outputs/0.csv_m4_r1.txt new file mode 100644 index 0000000..67e6b6b --- /dev/null +++ b/benchmarks/outputs/0.csv_m4_r1.txt @@ -0,0 +1,20 @@ +video games 139430602.46 28043 +clothing 135666372.01 27412 +automotive 132122217.95 26650 +footwear 130416434.24 25786 +music instruments 130099073.68 26011 +groceries 128176561.14 25653 +gardening tools 127180582.16 25046 +jewelry 127163374.18 25301 +beauty products 126475981.06 25373 +baby products 125928841.39 25139 +stationery 124781323.26 25396 +electronics 122490773.21 24853 +furniture 121305602.93 24252 +sports equipment 120668760.77 23943 +pet supplies 119525698.84 23820 +home appliances 119416602.83 23654 +health & wellness 119380159.69 23559 +toys 115830491.33 23043 +books 115715264.64 23400 +office equipment 115295667.33 22841 diff --git a/benchmarks/outputs/0.csv_m8_r1.txt b/benchmarks/outputs/0.csv_m8_r1.txt new file mode 100644 index 0000000..5dfb8ec --- /dev/null +++ b/benchmarks/outputs/0.csv_m8_r1.txt @@ -0,0 +1,20 @@ +video games 139430602.46 28043 +clothing 135666372.01 27412 +automotive 132122217.95 26650 +footwear 130416434.24 25786 +music instruments 130099073.68 26011 +groceries 128176561.14 25653 +gardening tools 127180582.16 25046 +jewelry 127163374.18 25301 +beauty products 126475981.06 25373 +baby products 125928841.39 25139 +stationery 124781323.26 25396 +electronics 122490773.21 24853 +furniture 121305602.93 24252 +sports equipment 120668760.77 23943 +pet supplies 119525698.85 23820 +home appliances 119416602.83 23654 +health & wellness 119380159.69 23559 +toys 115830491.33 23043 +books 115715264.64 23400 +office equipment 115295667.33 22841 diff --git a/benchmarks/outputs/1.csv_m1_r1.txt b/benchmarks/outputs/1.csv_m1_r1.txt new file mode 100644 index 0000000..a74a4f2 --- /dev/null +++ b/benchmarks/outputs/1.csv_m1_r1.txt @@ -0,0 +1,20 @@ +video games 259923298.50 52461 +electronics 259157635.18 52077 +stationery 254846728.32 50406 +music instruments 254594364.83 50892 +automotive 254029581.28 50763 +jewelry 253367048.81 50510 +beauty products 252910413.06 50458 +pet supplies 252174641.63 50540 +office equipment 251283372.44 50060 +sports equipment 249580033.14 50194 +baby products 249424562.17 49693 +furniture 248987660.38 49580 +clothing 248785345.87 49347 +gardening tools 246012434.46 49523 +groceries 244898375.71 48887 +books 243425758.79 48815 +toys 242682921.58 48790 +home appliances 241639264.60 48846 +health & wellness 241394436.48 48961 +footwear 241300629.56 48890 diff --git a/benchmarks/outputs/1.csv_m2_r1.txt b/benchmarks/outputs/1.csv_m2_r1.txt new file mode 100644 index 0000000..a74a4f2 --- /dev/null +++ b/benchmarks/outputs/1.csv_m2_r1.txt @@ -0,0 +1,20 @@ +video games 259923298.50 52461 +electronics 259157635.18 52077 +stationery 254846728.32 50406 +music instruments 254594364.83 50892 +automotive 254029581.28 50763 +jewelry 253367048.81 50510 +beauty products 252910413.06 50458 +pet supplies 252174641.63 50540 +office equipment 251283372.44 50060 +sports equipment 249580033.14 50194 +baby products 249424562.17 49693 +furniture 248987660.38 49580 +clothing 248785345.87 49347 +gardening tools 246012434.46 49523 +groceries 244898375.71 48887 +books 243425758.79 48815 +toys 242682921.58 48790 +home appliances 241639264.60 48846 +health & wellness 241394436.48 48961 +footwear 241300629.56 48890 diff --git a/benchmarks/outputs/1.csv_m4_r1.txt b/benchmarks/outputs/1.csv_m4_r1.txt new file mode 100644 index 0000000..a74a4f2 --- /dev/null +++ b/benchmarks/outputs/1.csv_m4_r1.txt @@ -0,0 +1,20 @@ +video games 259923298.50 52461 +electronics 259157635.18 52077 +stationery 254846728.32 50406 +music instruments 254594364.83 50892 +automotive 254029581.28 50763 +jewelry 253367048.81 50510 +beauty products 252910413.06 50458 +pet supplies 252174641.63 50540 +office equipment 251283372.44 50060 +sports equipment 249580033.14 50194 +baby products 249424562.17 49693 +furniture 248987660.38 49580 +clothing 248785345.87 49347 +gardening tools 246012434.46 49523 +groceries 244898375.71 48887 +books 243425758.79 48815 +toys 242682921.58 48790 +home appliances 241639264.60 48846 +health & wellness 241394436.48 48961 +footwear 241300629.56 48890 diff --git a/benchmarks/outputs/1.csv_m8_r1.txt b/benchmarks/outputs/1.csv_m8_r1.txt new file mode 100644 index 0000000..a74a4f2 --- /dev/null +++ b/benchmarks/outputs/1.csv_m8_r1.txt @@ -0,0 +1,20 @@ +video games 259923298.50 52461 +electronics 259157635.18 52077 +stationery 254846728.32 50406 +music instruments 254594364.83 50892 +automotive 254029581.28 50763 +jewelry 253367048.81 50510 +beauty products 252910413.06 50458 +pet supplies 252174641.63 50540 +office equipment 251283372.44 50060 +sports equipment 249580033.14 50194 +baby products 249424562.17 49693 +furniture 248987660.38 49580 +clothing 248785345.87 49347 +gardening tools 246012434.46 49523 +groceries 244898375.71 48887 +books 243425758.79 48815 +toys 242682921.58 48790 +home appliances 241639264.60 48846 +health & wellness 241394436.48 48961 +footwear 241300629.56 48890 diff --git a/benchmarks/outputs/2.csv_m1_r1.txt b/benchmarks/outputs/2.csv_m1_r1.txt new file mode 100644 index 0000000..0e005f1 --- /dev/null +++ b/benchmarks/outputs/2.csv_m1_r1.txt @@ -0,0 +1,20 @@ +furniture 384585548.90 76840 +automotive 384490669.48 76821 +video games 383312906.53 76947 +stationery 382390452.33 76119 +clothing 381010652.25 76540 +beauty products 380639461.52 75923 +gardening tools 378827590.57 74934 +electronics 377424465.88 76011 +pet supplies 373751531.97 74261 +baby products 372758809.76 74648 +jewelry 372025759.02 74363 +health & wellness 371017780.49 73796 +home appliances 370879966.81 74210 +toys 370006875.26 73268 +footwear 369532067.77 74133 +office equipment 368926332.33 73881 +music instruments 368840132.06 73516 +sports equipment 368221370.22 73034 +groceries 366356685.55 74175 +books 363867163.00 73219 diff --git a/benchmarks/outputs/2.csv_m2_r1.txt b/benchmarks/outputs/2.csv_m2_r1.txt new file mode 100644 index 0000000..0e005f1 --- /dev/null +++ b/benchmarks/outputs/2.csv_m2_r1.txt @@ -0,0 +1,20 @@ +furniture 384585548.90 76840 +automotive 384490669.48 76821 +video games 383312906.53 76947 +stationery 382390452.33 76119 +clothing 381010652.25 76540 +beauty products 380639461.52 75923 +gardening tools 378827590.57 74934 +electronics 377424465.88 76011 +pet supplies 373751531.97 74261 +baby products 372758809.76 74648 +jewelry 372025759.02 74363 +health & wellness 371017780.49 73796 +home appliances 370879966.81 74210 +toys 370006875.26 73268 +footwear 369532067.77 74133 +office equipment 368926332.33 73881 +music instruments 368840132.06 73516 +sports equipment 368221370.22 73034 +groceries 366356685.55 74175 +books 363867163.00 73219 diff --git a/benchmarks/outputs/2.csv_m4_r1.txt b/benchmarks/outputs/2.csv_m4_r1.txt new file mode 100644 index 0000000..0e922ca --- /dev/null +++ b/benchmarks/outputs/2.csv_m4_r1.txt @@ -0,0 +1,20 @@ +furniture 384585548.90 76840 +automotive 384490669.48 76821 +video games 383312906.53 76947 +stationery 382390452.33 76119 +clothing 381010652.25 76540 +beauty products 380639461.52 75923 +gardening tools 378827590.57 74934 +electronics 377424465.88 76011 +pet supplies 373751531.97 74261 +baby products 372758809.76 74648 +jewelry 372025759.02 74363 +health & wellness 371017780.49 73796 +home appliances 370879966.81 74210 +toys 370006875.26 73268 +footwear 369532067.77 74133 +office equipment 368926332.33 73881 +music instruments 368840132.06 73516 +sports equipment 368221370.21 73034 +groceries 366356685.55 74175 +books 363867163.00 73219 diff --git a/benchmarks/outputs/2.csv_m8_r1.txt b/benchmarks/outputs/2.csv_m8_r1.txt new file mode 100644 index 0000000..aa539a8 --- /dev/null +++ b/benchmarks/outputs/2.csv_m8_r1.txt @@ -0,0 +1,20 @@ +furniture 384585548.90 76840 +automotive 384490669.48 76821 +video games 383312906.53 76947 +stationery 382390452.33 76119 +clothing 381010652.25 76540 +beauty products 380639461.52 75923 +gardening tools 378827590.57 74934 +electronics 377424465.88 76011 +pet supplies 373751531.97 74261 +baby products 372758809.76 74648 +jewelry 372025759.02 74363 +health & wellness 371017780.49 73796 +home appliances 370879966.81 74210 +toys 370006875.25 73268 +footwear 369532067.77 74133 +office equipment 368926332.33 73881 +music instruments 368840132.06 73516 +sports equipment 368221370.22 73034 +groceries 366356685.54 74175 +books 363867163.00 73219 diff --git a/benchmarks/outputs/3.csv_m1_r1.txt b/benchmarks/outputs/3.csv_m1_r1.txt new file mode 100644 index 0000000..374d067 --- /dev/null +++ b/benchmarks/outputs/3.csv_m1_r1.txt @@ -0,0 +1,20 @@ +baby products 512285901.90 101809 +beauty products 507675683.90 101701 +gardening tools 505693257.19 100353 +clothing 505352689.55 101738 +furniture 505293883.16 101313 +books 503362444.94 100086 +footwear 503153799.52 100066 +video games 502441147.22 101002 +automotive 501006821.45 99880 +groceries 500857294.55 100125 +pet supplies 500647164.15 100062 +stationery 500542946.70 101125 +sports equipment 497144558.73 99279 +home appliances 496840924.83 99171 +music instruments 496601427.08 99061 +health & wellness 496044096.09 98891 +toys 495260742.79 98372 +jewelry 493881862.86 99056 +electronics 491998226.22 99342 +office equipment 490119871.84 97846 diff --git a/benchmarks/outputs/3.csv_m2_r1.txt b/benchmarks/outputs/3.csv_m2_r1.txt new file mode 100644 index 0000000..6a0a031 --- /dev/null +++ b/benchmarks/outputs/3.csv_m2_r1.txt @@ -0,0 +1,20 @@ +baby products 512285901.90 101809 +beauty products 507675683.90 101701 +gardening tools 505693257.18 100353 +clothing 505352689.55 101738 +furniture 505293883.16 101313 +books 503362444.94 100086 +footwear 503153799.52 100066 +video games 502441147.22 101002 +automotive 501006821.45 99880 +groceries 500857294.55 100125 +pet supplies 500647164.15 100062 +stationery 500542946.70 101125 +sports equipment 497144558.73 99279 +home appliances 496840924.83 99171 +music instruments 496601427.08 99061 +health & wellness 496044096.09 98891 +toys 495260742.79 98372 +jewelry 493881862.86 99056 +electronics 491998226.22 99342 +office equipment 490119871.84 97846 diff --git a/benchmarks/outputs/3.csv_m4_r1.txt b/benchmarks/outputs/3.csv_m4_r1.txt new file mode 100644 index 0000000..374d067 --- /dev/null +++ b/benchmarks/outputs/3.csv_m4_r1.txt @@ -0,0 +1,20 @@ +baby products 512285901.90 101809 +beauty products 507675683.90 101701 +gardening tools 505693257.19 100353 +clothing 505352689.55 101738 +furniture 505293883.16 101313 +books 503362444.94 100086 +footwear 503153799.52 100066 +video games 502441147.22 101002 +automotive 501006821.45 99880 +groceries 500857294.55 100125 +pet supplies 500647164.15 100062 +stationery 500542946.70 101125 +sports equipment 497144558.73 99279 +home appliances 496840924.83 99171 +music instruments 496601427.08 99061 +health & wellness 496044096.09 98891 +toys 495260742.79 98372 +jewelry 493881862.86 99056 +electronics 491998226.22 99342 +office equipment 490119871.84 97846 diff --git a/benchmarks/outputs/3.csv_m8_r1.txt b/benchmarks/outputs/3.csv_m8_r1.txt new file mode 100644 index 0000000..374d067 --- /dev/null +++ b/benchmarks/outputs/3.csv_m8_r1.txt @@ -0,0 +1,20 @@ +baby products 512285901.90 101809 +beauty products 507675683.90 101701 +gardening tools 505693257.19 100353 +clothing 505352689.55 101738 +furniture 505293883.16 101313 +books 503362444.94 100086 +footwear 503153799.52 100066 +video games 502441147.22 101002 +automotive 501006821.45 99880 +groceries 500857294.55 100125 +pet supplies 500647164.15 100062 +stationery 500542946.70 101125 +sports equipment 497144558.73 99279 +home appliances 496840924.83 99171 +music instruments 496601427.08 99061 +health & wellness 496044096.09 98891 +toys 495260742.79 98372 +jewelry 493881862.86 99056 +electronics 491998226.22 99342 +office equipment 490119871.84 97846 diff --git a/benchmarks/outputs/4.csv_m1_r1.txt b/benchmarks/outputs/4.csv_m1_r1.txt new file mode 100644 index 0000000..d88beda --- /dev/null +++ b/benchmarks/outputs/4.csv_m1_r1.txt @@ -0,0 +1,20 @@ +footwear 639403255.74 127080 +baby products 639211761.60 127226 +beauty products 633703344.66 125850 +video games 630611736.97 126225 +automotive 630502807.28 125799 +music instruments 629086183.96 125911 +gardening tools 628565614.09 126055 +furniture 626281174.31 125195 +pet supplies 626019763.38 125391 +clothing 625294900.94 125459 +office equipment 620446962.13 124466 +toys 620388296.62 124126 +stationery 620388231.10 124563 +electronics 619936891.01 124592 +books 619096767.88 123629 +home appliances 618650159.27 124249 +jewelry 616792080.83 123466 +groceries 615728546.76 123276 +sports equipment 614185839.24 123253 +health & wellness 611481857.12 123163 diff --git a/benchmarks/outputs/4.csv_m2_r1.txt b/benchmarks/outputs/4.csv_m2_r1.txt new file mode 100644 index 0000000..d88beda --- /dev/null +++ b/benchmarks/outputs/4.csv_m2_r1.txt @@ -0,0 +1,20 @@ +footwear 639403255.74 127080 +baby products 639211761.60 127226 +beauty products 633703344.66 125850 +video games 630611736.97 126225 +automotive 630502807.28 125799 +music instruments 629086183.96 125911 +gardening tools 628565614.09 126055 +furniture 626281174.31 125195 +pet supplies 626019763.38 125391 +clothing 625294900.94 125459 +office equipment 620446962.13 124466 +toys 620388296.62 124126 +stationery 620388231.10 124563 +electronics 619936891.01 124592 +books 619096767.88 123629 +home appliances 618650159.27 124249 +jewelry 616792080.83 123466 +groceries 615728546.76 123276 +sports equipment 614185839.24 123253 +health & wellness 611481857.12 123163 diff --git a/benchmarks/outputs/4.csv_m4_r1.txt b/benchmarks/outputs/4.csv_m4_r1.txt new file mode 100644 index 0000000..7c991b5 --- /dev/null +++ b/benchmarks/outputs/4.csv_m4_r1.txt @@ -0,0 +1,20 @@ +footwear 639403255.74 127080 +baby products 639211761.60 127226 +beauty products 633703344.66 125850 +video games 630611736.97 126225 +automotive 630502807.28 125799 +music instruments 629086183.96 125911 +gardening tools 628565614.09 126055 +furniture 626281174.31 125195 +pet supplies 626019763.38 125391 +clothing 625294900.94 125459 +office equipment 620446962.13 124466 +toys 620388296.62 124126 +stationery 620388231.09 124563 +electronics 619936891.02 124592 +books 619096767.88 123629 +home appliances 618650159.27 124249 +jewelry 616792080.83 123466 +groceries 615728546.76 123276 +sports equipment 614185839.25 123253 +health & wellness 611481857.12 123163 diff --git a/benchmarks/outputs/4.csv_m8_r1.txt b/benchmarks/outputs/4.csv_m8_r1.txt new file mode 100644 index 0000000..8a93c87 --- /dev/null +++ b/benchmarks/outputs/4.csv_m8_r1.txt @@ -0,0 +1,20 @@ +footwear 639403255.74 127080 +baby products 639211761.60 127226 +beauty products 633703344.66 125850 +video games 630611736.97 126225 +automotive 630502807.28 125799 +music instruments 629086183.96 125911 +gardening tools 628565614.09 126055 +furniture 626281174.31 125195 +pet supplies 626019763.38 125391 +clothing 625294900.94 125459 +office equipment 620446962.13 124466 +toys 620388296.62 124126 +stationery 620388231.09 124563 +electronics 619936891.01 124592 +books 619096767.88 123629 +home appliances 618650159.27 124249 +jewelry 616792080.83 123466 +groceries 615728546.76 123276 +sports equipment 614185839.24 123253 +health & wellness 611481857.12 123163 diff --git a/benchmarks/outputs/5.csv_m1_r1.txt b/benchmarks/outputs/5.csv_m1_r1.txt new file mode 100644 index 0000000..c2d20bd --- /dev/null +++ b/benchmarks/outputs/5.csv_m1_r1.txt @@ -0,0 +1,20 @@ +clothing 765190140.76 152466 +gardening tools 761246670.52 152062 +music instruments 760851057.08 152670 +automotive 756896426.54 150588 +baby products 755500610.17 151207 +video games 755257841.56 150556 +sports equipment 752812776.04 151074 +jewelry 752061838.24 150679 +stationery 751635389.76 151128 +health & wellness 749861093.31 149068 +beauty products 748980486.09 149824 +office equipment 748715205.11 150094 +pet supplies 747688920.05 148731 +electronics 744981161.93 148793 +toys 744514761.34 149831 +books 741677657.79 147919 +groceries 740393128.25 148366 +home appliances 739505896.73 148735 +furniture 738560499.35 148590 +footwear 737860007.42 147968 diff --git a/benchmarks/outputs/5.csv_m2_r1.txt b/benchmarks/outputs/5.csv_m2_r1.txt new file mode 100644 index 0000000..c2d20bd --- /dev/null +++ b/benchmarks/outputs/5.csv_m2_r1.txt @@ -0,0 +1,20 @@ +clothing 765190140.76 152466 +gardening tools 761246670.52 152062 +music instruments 760851057.08 152670 +automotive 756896426.54 150588 +baby products 755500610.17 151207 +video games 755257841.56 150556 +sports equipment 752812776.04 151074 +jewelry 752061838.24 150679 +stationery 751635389.76 151128 +health & wellness 749861093.31 149068 +beauty products 748980486.09 149824 +office equipment 748715205.11 150094 +pet supplies 747688920.05 148731 +electronics 744981161.93 148793 +toys 744514761.34 149831 +books 741677657.79 147919 +groceries 740393128.25 148366 +home appliances 739505896.73 148735 +furniture 738560499.35 148590 +footwear 737860007.42 147968 diff --git a/benchmarks/outputs/5.csv_m4_r1.txt b/benchmarks/outputs/5.csv_m4_r1.txt new file mode 100644 index 0000000..fcbfa8b --- /dev/null +++ b/benchmarks/outputs/5.csv_m4_r1.txt @@ -0,0 +1,20 @@ +clothing 765190140.76 152466 +gardening tools 761246670.52 152062 +music instruments 760851057.08 152670 +automotive 756896426.54 150588 +baby products 755500610.17 151207 +video games 755257841.56 150556 +sports equipment 752812776.04 151074 +jewelry 752061838.24 150679 +stationery 751635389.76 151128 +health & wellness 749861093.31 149068 +beauty products 748980486.09 149824 +office equipment 748715205.11 150094 +pet supplies 747688920.04 148731 +electronics 744981161.93 148793 +toys 744514761.34 149831 +books 741677657.79 147919 +groceries 740393128.25 148366 +home appliances 739505896.73 148735 +furniture 738560499.35 148590 +footwear 737860007.42 147968 diff --git a/benchmarks/outputs/5.csv_m8_r1.txt b/benchmarks/outputs/5.csv_m8_r1.txt new file mode 100644 index 0000000..ab1345b --- /dev/null +++ b/benchmarks/outputs/5.csv_m8_r1.txt @@ -0,0 +1,20 @@ +clothing 765190140.77 152466 +gardening tools 761246670.52 152062 +music instruments 760851057.08 152670 +automotive 756896426.54 150588 +baby products 755500610.17 151207 +video games 755257841.56 150556 +sports equipment 752812776.04 151074 +jewelry 752061838.24 150679 +stationery 751635389.76 151128 +health & wellness 749861093.31 149068 +beauty products 748980486.09 149824 +office equipment 748715205.11 150094 +pet supplies 747688920.05 148731 +electronics 744981161.93 148793 +toys 744514761.34 149831 +books 741677657.79 147919 +groceries 740393128.25 148366 +home appliances 739505896.73 148735 +furniture 738560499.35 148590 +footwear 737860007.42 147968 diff --git a/benchmarks/outputs/6.csv_m1_r1.txt b/benchmarks/outputs/6.csv_m1_r1.txt new file mode 100644 index 0000000..928b8b4 --- /dev/null +++ b/benchmarks/outputs/6.csv_m1_r1.txt @@ -0,0 +1,20 @@ +clothing 891753714.47 177817 +video games 885102477.86 176843 +baby products 882598840.63 176193 +beauty products 882016991.16 176416 +electronics 881082373.54 176604 +home appliances 880042973.40 176182 +gardening tools 875792722.42 175676 +pet supplies 875326195.93 174763 +books 874860008.97 174419 +automotive 873659129.55 174747 +furniture 872428379.31 174422 +office equipment 872354630.71 174504 +sports equipment 870808672.97 174283 +toys 870701976.61 175017 +health & wellness 870674814.31 174277 +groceries 869403908.71 173921 +music instruments 868033172.83 173895 +jewelry 863256038.45 172945 +footwear 863038076.46 173291 +stationery 858410340.72 171653 diff --git a/benchmarks/outputs/6.csv_m2_r1.txt b/benchmarks/outputs/6.csv_m2_r1.txt new file mode 100644 index 0000000..759bf08 --- /dev/null +++ b/benchmarks/outputs/6.csv_m2_r1.txt @@ -0,0 +1,20 @@ +clothing 891753714.47 177817 +video games 885102477.85 176843 +baby products 882598840.63 176193 +beauty products 882016991.16 176416 +electronics 881082373.54 176604 +home appliances 880042973.40 176182 +gardening tools 875792722.43 175676 +pet supplies 875326195.93 174763 +books 874860008.97 174419 +automotive 873659129.55 174747 +furniture 872428379.31 174422 +office equipment 872354630.71 174504 +sports equipment 870808672.97 174283 +toys 870701976.61 175017 +health & wellness 870674814.31 174277 +groceries 869403908.71 173921 +music instruments 868033172.83 173895 +jewelry 863256038.46 172945 +footwear 863038076.46 173291 +stationery 858410340.72 171653 diff --git a/benchmarks/outputs/6.csv_m4_r1.txt b/benchmarks/outputs/6.csv_m4_r1.txt new file mode 100644 index 0000000..6dfdac9 --- /dev/null +++ b/benchmarks/outputs/6.csv_m4_r1.txt @@ -0,0 +1,20 @@ +clothing 891753714.47 177817 +video games 885102477.86 176843 +baby products 882598840.63 176193 +beauty products 882016991.16 176416 +electronics 881082373.54 176604 +home appliances 880042973.40 176182 +gardening tools 875792722.43 175676 +pet supplies 875326195.93 174763 +books 874860008.97 174419 +automotive 873659129.55 174747 +furniture 872428379.31 174422 +office equipment 872354630.71 174504 +sports equipment 870808672.97 174283 +toys 870701976.61 175017 +health & wellness 870674814.31 174277 +groceries 869403908.71 173921 +music instruments 868033172.83 173895 +jewelry 863256038.45 172945 +footwear 863038076.46 173291 +stationery 858410340.72 171653 diff --git a/benchmarks/outputs/6.csv_m8_r1.txt b/benchmarks/outputs/6.csv_m8_r1.txt new file mode 100644 index 0000000..6dfdac9 --- /dev/null +++ b/benchmarks/outputs/6.csv_m8_r1.txt @@ -0,0 +1,20 @@ +clothing 891753714.47 177817 +video games 885102477.86 176843 +baby products 882598840.63 176193 +beauty products 882016991.16 176416 +electronics 881082373.54 176604 +home appliances 880042973.40 176182 +gardening tools 875792722.43 175676 +pet supplies 875326195.93 174763 +books 874860008.97 174419 +automotive 873659129.55 174747 +furniture 872428379.31 174422 +office equipment 872354630.71 174504 +sports equipment 870808672.97 174283 +toys 870701976.61 175017 +health & wellness 870674814.31 174277 +groceries 869403908.71 173921 +music instruments 868033172.83 173895 +jewelry 863256038.45 172945 +footwear 863038076.46 173291 +stationery 858410340.72 171653 diff --git a/benchmarks/outputs/7.csv_m1_r1.txt b/benchmarks/outputs/7.csv_m1_r1.txt new file mode 100644 index 0000000..97d89e1 --- /dev/null +++ b/benchmarks/outputs/7.csv_m1_r1.txt @@ -0,0 +1,20 @@ +gardening tools 1008561966.34 202192 +clothing 1007248356.12 200708 +home appliances 1006912573.28 200768 +furniture 1006544014.81 200052 +music instruments 1004189054.63 200433 +video games 1004028296.39 201249 +baby products 1003726034.63 201271 +toys 1003067588.60 200294 +beauty products 1001471966.40 200872 +groceries 1001100730.31 201067 +electronics 1000455104.06 200994 +automotive 997153657.20 199714 +office equipment 996422905.49 198678 +sports equipment 995965801.22 199227 +books 995615759.95 199461 +health & wellness 994228655.01 198760 +pet supplies 993607814.43 199156 +stationery 988799500.22 197875 +jewelry 985275668.40 197660 +footwear 980870712.65 197210 diff --git a/benchmarks/outputs/7.csv_m2_r1.txt b/benchmarks/outputs/7.csv_m2_r1.txt new file mode 100644 index 0000000..97d89e1 --- /dev/null +++ b/benchmarks/outputs/7.csv_m2_r1.txt @@ -0,0 +1,20 @@ +gardening tools 1008561966.34 202192 +clothing 1007248356.12 200708 +home appliances 1006912573.28 200768 +furniture 1006544014.81 200052 +music instruments 1004189054.63 200433 +video games 1004028296.39 201249 +baby products 1003726034.63 201271 +toys 1003067588.60 200294 +beauty products 1001471966.40 200872 +groceries 1001100730.31 201067 +electronics 1000455104.06 200994 +automotive 997153657.20 199714 +office equipment 996422905.49 198678 +sports equipment 995965801.22 199227 +books 995615759.95 199461 +health & wellness 994228655.01 198760 +pet supplies 993607814.43 199156 +stationery 988799500.22 197875 +jewelry 985275668.40 197660 +footwear 980870712.65 197210 diff --git a/benchmarks/outputs/7.csv_m4_r1.txt b/benchmarks/outputs/7.csv_m4_r1.txt new file mode 100644 index 0000000..97d89e1 --- /dev/null +++ b/benchmarks/outputs/7.csv_m4_r1.txt @@ -0,0 +1,20 @@ +gardening tools 1008561966.34 202192 +clothing 1007248356.12 200708 +home appliances 1006912573.28 200768 +furniture 1006544014.81 200052 +music instruments 1004189054.63 200433 +video games 1004028296.39 201249 +baby products 1003726034.63 201271 +toys 1003067588.60 200294 +beauty products 1001471966.40 200872 +groceries 1001100730.31 201067 +electronics 1000455104.06 200994 +automotive 997153657.20 199714 +office equipment 996422905.49 198678 +sports equipment 995965801.22 199227 +books 995615759.95 199461 +health & wellness 994228655.01 198760 +pet supplies 993607814.43 199156 +stationery 988799500.22 197875 +jewelry 985275668.40 197660 +footwear 980870712.65 197210 diff --git a/benchmarks/outputs/7.csv_m8_r1.txt b/benchmarks/outputs/7.csv_m8_r1.txt new file mode 100644 index 0000000..97d89e1 --- /dev/null +++ b/benchmarks/outputs/7.csv_m8_r1.txt @@ -0,0 +1,20 @@ +gardening tools 1008561966.34 202192 +clothing 1007248356.12 200708 +home appliances 1006912573.28 200768 +furniture 1006544014.81 200052 +music instruments 1004189054.63 200433 +video games 1004028296.39 201249 +baby products 1003726034.63 201271 +toys 1003067588.60 200294 +beauty products 1001471966.40 200872 +groceries 1001100730.31 201067 +electronics 1000455104.06 200994 +automotive 997153657.20 199714 +office equipment 996422905.49 198678 +sports equipment 995965801.22 199227 +books 995615759.95 199461 +health & wellness 994228655.01 198760 +pet supplies 993607814.43 199156 +stationery 988799500.22 197875 +jewelry 985275668.40 197660 +footwear 980870712.65 197210 diff --git a/benchmarks/outputs/all_m1_r1.txt b/benchmarks/outputs/all_m1_r1.txt new file mode 100644 index 0000000..645c483 --- /dev/null +++ b/benchmarks/outputs/all_m1_r1.txt @@ -0,0 +1,20 @@ +clothing 4560302171.99 911487 +video games 4560108307.50 913326 +baby products 4541435362.25 907186 +beauty products 4533874327.85 906417 +gardening tools 4531880837.74 905841 +automotive 4529861310.74 904962 +music instruments 4512294466.14 902389 +furniture 4503986763.16 900244 +electronics 4497526631.04 903266 +pet supplies 4488741730.38 896724 +stationery 4481794912.39 898265 +home appliances 4473888361.73 895815 +sports equipment 4469387812.34 894287 +groceries 4466915230.97 895470 +footwear 4465574983.36 894424 +jewelry 4463823670.79 893980 +office equipment 4463564947.38 892370 +toys 4462453654.12 892741 +books 4457620825.95 890948 +health & wellness 4454082892.49 890475 diff --git a/benchmarks/outputs/all_m2_r1.txt b/benchmarks/outputs/all_m2_r1.txt new file mode 100644 index 0000000..dc840dc --- /dev/null +++ b/benchmarks/outputs/all_m2_r1.txt @@ -0,0 +1,20 @@ +clothing 4560302171.99 911487 +video games 4560108307.50 913326 +baby products 4541435362.25 907186 +beauty products 4533874327.85 906417 +gardening tools 4531880837.74 905841 +automotive 4529861310.74 904962 +music instruments 4512294466.14 902389 +furniture 4503986763.16 900244 +electronics 4497526631.04 903266 +pet supplies 4488741730.38 896724 +stationery 4481794912.40 898265 +home appliances 4473888361.73 895815 +sports equipment 4469387812.34 894287 +groceries 4466915230.97 895470 +footwear 4465574983.36 894424 +jewelry 4463823670.79 893980 +office equipment 4463564947.38 892370 +toys 4462453654.12 892741 +books 4457620825.95 890948 +health & wellness 4454082892.49 890475 diff --git a/benchmarks/outputs/all_m4_r1.txt b/benchmarks/outputs/all_m4_r1.txt new file mode 100644 index 0000000..645c483 --- /dev/null +++ b/benchmarks/outputs/all_m4_r1.txt @@ -0,0 +1,20 @@ +clothing 4560302171.99 911487 +video games 4560108307.50 913326 +baby products 4541435362.25 907186 +beauty products 4533874327.85 906417 +gardening tools 4531880837.74 905841 +automotive 4529861310.74 904962 +music instruments 4512294466.14 902389 +furniture 4503986763.16 900244 +electronics 4497526631.04 903266 +pet supplies 4488741730.38 896724 +stationery 4481794912.39 898265 +home appliances 4473888361.73 895815 +sports equipment 4469387812.34 894287 +groceries 4466915230.97 895470 +footwear 4465574983.36 894424 +jewelry 4463823670.79 893980 +office equipment 4463564947.38 892370 +toys 4462453654.12 892741 +books 4457620825.95 890948 +health & wellness 4454082892.49 890475 diff --git a/benchmarks/outputs/all_m8_r1.txt b/benchmarks/outputs/all_m8_r1.txt new file mode 100644 index 0000000..645c483 --- /dev/null +++ b/benchmarks/outputs/all_m8_r1.txt @@ -0,0 +1,20 @@ +clothing 4560302171.99 911487 +video games 4560108307.50 913326 +baby products 4541435362.25 907186 +beauty products 4533874327.85 906417 +gardening tools 4531880837.74 905841 +automotive 4529861310.74 904962 +music instruments 4512294466.14 902389 +furniture 4503986763.16 900244 +electronics 4497526631.04 903266 +pet supplies 4488741730.38 896724 +stationery 4481794912.39 898265 +home appliances 4473888361.73 895815 +sports equipment 4469387812.34 894287 +groceries 4466915230.97 895470 +footwear 4465574983.36 894424 +jewelry 4463823670.79 893980 +office equipment 4463564947.38 892370 +toys 4462453654.12 892741 +books 4457620825.95 890948 +health & wellness 4454082892.49 890475 diff --git a/benchmarks/plots/0.csv.png b/benchmarks/plots/0.csv.png new file mode 100644 index 0000000000000000000000000000000000000000..aed065ad41312962acb3d2f6ca5f9f019bf510cf GIT binary patch literal 38692 zcmce;^;=Z$7d1Q};-G+|f`AANsUXszba$tSgovbccSxuxAxM{WNk~Y8Vj$hpA>Ak` z{qFPmKJRnAf5H2M*LV#x=iKLxz1LcM?Rll9B1?4f#zhngMI=4pL!tJt^lQsP?f$?Fpr-f7PN`tet| zqsMErLGA+1TNY_)JRD1w=XBTCLi2P*n4cSxN`G9{#v_%M%GZ!u#y0E|_u+*Qe@3r?~I3+bRwJ>%2qe;sL5h@hQIsnE*kj(ESgHLpWf!Asv@+QBd+{Sp# zdDLu|H%Y(I`{9!(Pdd^{nod0vc%Q}QbJdJ|vKhDgD9%2j)>-CSnc-j=VK`?NntStDKIe4#1<3Zkvh?7hrtP%QIMaTOCwq^a zCSY(<#%dEz-NI%y>4zJ2n|;RuN%!nxZ>4!_6zCLL6@=?m)^60Uc5I&=u9i5?x5cSo{Aj8(ImjH_N5EWAZ}M~A0frX`#zsbC6rLrX7APW42M)8Z5Er$67{ zVS4g{m@08@mfG*wVLP5qIy7t9WzzS^W^;9kQ8AYF3E6 zEvNC!2$94&6MW*EOTtw+=kVRTh21vBC%1pKlNotm@q&38h6PO&m6ekEw$PE#@6~jg z+5|J6v8cL!6xAbnS@D=s z)PkXZ$J^cW^KnLeCH;*)Ugb1@j}NwUqH^0gU=uOBP5D$k{TWGXn7zK)bQa5H+7@qG zFgmYg^dM<`$xzm(3l51pO^G&_53%a^yUdxg5x>~+I=8JD*?6zB>OL-B9V+qbY*~rw zgWc1wzf)iNb@BA%X#UffE%$!YznRwyZpR0UY4fky8#%P=`g2v2a(MMx`$I%jh5kxq z6j)kK#Rb{c|CMnPh85I0*+8N0hY!9YL9IRBnroeG>l>|n7VSO$?bWr0h(}GnKA~x6 z|NhQSwhamIkDC-cVOGypAa&}95Iv2b8PcnF|G0m%%64L9n=^(*n`^&mZ}i#6{EtqH zDw|Fvx*ul}NhKQU|NfwSwIS-VqGi3eHqsD5A?)d#(XuxD@vGO_^YfSbP8z>edLKA$ zI&F?t-cjzxLHS=(Lrx>F!e6=KR=M$`8EU7yO~+fWJ-mOsp-_IIGGP>V)njXpa|pJL z!ry0>rb_!i8MPVpKUpW_f6hPJs8iLDOe%F>irjzJ8pZf}XSx4Y?|SWGce!f0R=&oh znXp3)yV0cJ^(PaxF3Y|~Gc0QF{kx|i3RKZzaK$hdLmJvuwg%jNblDr#v&2qCippO5 z8+WY>2T3Sjf>mR4*az{x4D6GI6_1bLb!aIMh zHYXb_1w>Q!_aP!Bjd+gcYYINIa#LGx&L{m?`D}=(#@czj+F_C<-n_;liO;5wBxq)X zQpqN6P)x45W?uzBBSpOeDNZcxk6ExfOv zA;T`;TjMF;+jEVY+SWH*u&#$50!m-H|yk7(a*?cD_X0c5``M~hs5ZBo6g7BTl%ZU$-JCUeOb+!NHaoc>*YZ?A4ji(mV^MS z!Tv?h#2N-dbIBLPyrQdsll{ zPtq*UjyrzCtx9XH!qhbHtyc#R_lZ}in=7m)>uYNEND~7Y8#Z4rjwkUxyI$dhkNO;5 zTzrIsik}aJ_#S)xu3o&DTl?Lr`0T73Xko8E#gJ4FAer^;97l*8=8e?BQ7>uDl8^3? zt}|GX-fvo7z1>|Y;Qg<({$y`#Ap=J?aQv0*Xuw`NlAlKTZC9?bF*z7KV`Z!Ijq z?$WQKB!a5#g--6@+IP~v#HQ{`cR%blI7swEqx_SQ2!J=i?}Dy%E&gEGP)l%qv{xhU zy4Aiyk=%S|(!I{^679Q0W_mU|ga%Fazn_n^WlO+R z<)y>#Y@gzwrv02%GuS>3TCJ>&lrz3tdUj;PhQu6n2nD&LeTof;&a+H~#}+w`ME~MSMA^ z_QhOr-A2@t@1Y68Vn|FoQkDt7nJ^Q(i9$^|JAc1GxP5muvDp>7YIW*wJ@9Pb*d_$*fp5a?&- z#?!-Rn-uOIc73vP*LZzU_GR zM~Z9N0X%F(p|#xxNnc3s>J5+tR|Hn4ntXYFzH=S!xIJ4(-u#4WY3BRukHHs7``%L? zeZ4IDthwB- zWB0_aVfWWC0FLj5HICoCyquk#*UnuQdQ5Fppp`#-iHwcmAklMN`Q8M{qiXx#!^Bhq z@g|LDr(S6hHZathvjp?hSNk4KCN1F$djaPzFbOQ2oo=3W_(0TsBkZ*BW`7T!F<}hO zWNfJ0&ykxCX~#>A11Z>w7&q@e`ovIsHe#L@1Lsd}(qoZIa|K~Rk;Cw0+3J}xIk>sn zUjf)L9=RLjJ>fx_tn{VPn&iiG}TtQXJrnc z8&%2GJZ?*u9kuYA{Bsbn%m$+RLNi4SyNw|an1$Hu>%|OQ(bO~j@TjV|I)#28!^BE) zixB_>jwl(70juS)Q2FEAx1WIcix2*Ncvzk&?6oreB~XM00Q^~eMn~tpDb|TPH`Tp^ z9F-KS;<3tSaZB93zngNG%ai|zri+leaFD7l;xjAbVP8d|1uif4?s;$-J(xdSQ!8jpT zR>wbFWmJgo%w;}MB!Wv<55A!BwJ3g6Wt)Am|#P^p2DZ#m{@Dlf#SGPK%`r-^dnWYz}DLmfZeZ-fx zzv@nyJ)zd`^d^a)53^ErO`uT9TxGc%mWg{ce#&c8n1atb9%5iiMW1r(Ju1%+?6nNq zL-KJf+AOFh9Js57UFW261N5&5INbyJ`?I42F!heEaR96Z9gd}agq?4y2L6K+$x z8;nYA0MoNzCz5*k z*o#eGH{S1SOxM)`#*EPq*>+QnIg);kY=-r>4eDHZ4Fp~G9ye1{r`o2c`5xwv16Vhs ze4yYV(jqG@%}5~?(^xkps%T);ETmkl{#|O+8gXDe6 zGh!r(0+ri@Z*J~2+PS<9H1BH9>wVq#_ffUvvc|!Drtw6!SKVa>rUi}AaF504qq*+$ zkDiXcnYO_TXGvC1W+`~Q^kQNO_gB4bT;gDs!ET%56nj(F(%*-4bWhbcC;M!6y36Rd zMpH%yzT+|2y{n4fp2SDy3m8|BI$~ROSy_>Q2f97v;WmFn$l` zA?!*p=-KQZ%a~Vx_40Pwg2H2omI#_Sog%%26PMail?Ouxg|FURf0Cn`#s*oEFGbMh zd`iiD?&0w6>X0HN?AeJ$ifj7|Np@{RMt(LTUjdu9FYpz47aKO{?QN`EG z+_Xuxva||!;Fjf!`Fk9ZEa+yNw(n&-WG8%l_d%+4-@jigTVp$g6Je3{4SqDyDRtp; z+m8x!m;N%glSEz|B7OVNiBG;1gTLNcz>()WR-s)$%EmCSIsASlyltp8mR^=1&{vGS z;$AZr*Jdj~TI1d(l}=j7?9yc2m|c?rl8w7?Q880?nt~FUC)!3dCcW29a{Km zd47)L;BI9#rQozz6Von)G0RT z7x)qJ>Qn6R z_C+?CmG!h@34gz8dR3rbR84p^gELaT8SgE+z^>TUZ<(w{RT0>I{cennEd6{7z?)I& z*G#pdLaa)*g}Um#wX3!V?q8lftUj{3W1U50+>?raj{cO_-n%t=c&1P;A)Mur?#1}b zedex&Tupl%yCQ&rr@$P|dX9jIDx06qEiGCa%;X2hi=G{GKUTgDeAo^*HN5QQSi%mV z^&FFY+iU$bA)^F?lHDiyxv5;Dh$t{A9Jm5&e{cH&Bv&(;esKm?9h2&F4M3PDdAnx`59p{&a``-461@kyAAr%Mk(Ku_CzhQqSpNTDy) zvUXFkluSzWNS$kI%_Xudu}^D`EiOZ?txFaM_NPW%&yEIvH!^>5RG&fz?Ma}621CtS z*&Ev3B1b(~T5~iNvoya_M+wtKOzrg_y!JJ#ceZ?l+Q;Z93~hcW#}}TZbAI}$SiiHx+%xF&_Ru`#ZJspUj~@Q&{5O4j z)rVwrpfp6r+D(q<_EnVO-pI2Z9RfRU2{`5J0PgcG9ulfZK z?y?ctva(CJkwz{pz2-VxWL(&5j|(KLAPAHrItiaiGA*2|BYifv5IR41I3t}c)@AJ| zARv>Pa$j4A=Kj-NW&vE|9z%3sX`p0p%iM0*lw3fEN0xMYt)p~QiPe{?Y9C%ErTECT zGF76WTdJu%#%h)yrP&)Tu!{27`s*nq@54;-3CXbtp z?;!CbEV?<|YEHzWxM`V3^P)MkcrZrpJbWvlf{w7+D(K5Ubl{#CCdfb%>%Rj+1KY(w zROIy_@nIYs44M#^cA8ElpIE@B=Ju(yOOGC&xNaB*jYl1T`A1U_=-+_BFOnt?(nbe} z*@Fxm7bIQ~m>zHvSb9So^F;=Q_dyyPv|2+;h?^d=@}3tRh`ug?eN2NV@%elnG2J^1 zeqaRlr zj$7InCQ9`O)`?8ffnOxagPN}32K2zK?x<7YP3r`S|GPwsvB$@y)o;0L9Jzv(AQ=4e znI28ofcE$2zJmVEVoMMxcAJ(EpV}B>DUHTUju1oN#|(byncX`HMBi-2_C3dJT{K$hsRHlFjmADdsq5WQjtnIXZ(3c)rc%nA=3`LMQwxZPU&nP-DJq(NfOaSuI z^UxKnJ*hE=GtBFK0{C9Q3KsR*3T~qUkGfvNODJ$zWIt3 ztTCoKl!IIVZa9t&9K3~MXek;L&kYu@zD#85O-~p?3~agTy##v9@fo=@T|pqqm_rML zhl40-pXL_+TRrOL_a|`UYSI9Vm>BHN$L4Tj+ZJkxVd6m;frLv>BRUWz7L4JOBzL}E z5ZK7+*bHm52W#Z-hZI)OD7XS#6w4X=rkO8~Sl|+T&sBmP4>gsCX}&&w6F=o8$C7Oa zHcPvJc2;f^vp$LL}EAZP8Hd# z^FAnhLoGadJYHehk4>Yv>geRs^9q?*R3VHTJAacBedj?jE0VrFra-b(#g`2>eBd#uZ!PcWt$B6dL@3h&-m5{-m%O{Le7>I9MBfGIV!};H_vT zWiHVvfUY`e;f3l{L6n?p(Z3Ydh6~GgNkdS_@%WCY*Y=L&+ z!uDQ@pqqlbl&xqgEhZ7hgGLtkUtA$e5JH#eZ`n5N>Tt*6evx(Q@fZ|u#*T-tJpKbi z{(PpdO{=u(*c(Q9kLe-*c=^3P_QeH!+slC{{|b6ST(QU1Oc>kA`iD9thIjcL=OP6+ z>-$&w11`ZD`w!5=Y&@uaL8!Dk3T^aikX`= zdGcfqxX)Vwmz8)EF7qx{)AraHS!xd{*Y(kuwa^9-7ZpHkV0`xLgGQzd5rv3%wSJ8w zW2=cu@_pKFk)sdq*bGMN!wvVB`(;&9g%U#DS`PHDpiN9n=38j|ctraRc>ax3#4xp27CmzFFnLFubU(0L7D9wxVOhZi-Qt0hgbAn~`i#oW0@ zRptKoi4!p*uD`qUpexzv>C-Hs{c$HpkT>JI4+)k}JVj`HcHT-!NyU>s2Q~EFWzl0b zqylAl1~F>|vUDf=GORDF89t$M9^Yq6XC*-$Yrj#@;5s9z&N%ng!jIy0w7 zQ)g{ajEYLtW98-%N+|-`z9+j6Mn0On5ZWEkbX@45SOyYWZ-Njw5E$aN7rWa*6=qkA zV~YVbqHS+|EE_ZxF5B_@2YX|7*G^PC8xQMi1=Rd53(Ewq_N$8C9s6XXxFcX2`$f6) zDN>tjjr>B|RA!?_<;(;}qFwr2FvrUQt4Na<`_C(uN6K@(59Z@EvK3<7tH|!^X^EWd zXl`!s)=&?G06-8crN3>pha#V;G!9=6^}i%)w&L>X%_kgP)X^Br@v_uhzkj>OVmDD)+o z<|bbD))t=l`FB}vi20ev!`-FcuW))vn<43-nc^MW35UZUO%}|Hej)PK z@i<^OsTOzJBra2h`Y{)psY;9QoNPsOOuGWLm(}AUt>#tlgj4I~4>SbVu2tIqZhqC3 z4t&^*WC8+Kv4@E5^gpq@v&_{S#s-h{%gvMvRWGp33?Q-Bzv&9zTaBR4)7w0ry{6ft zJTl8ym55&IS>9342H^Q-6)+2$UcG>^j9xhg4Jlf}QSKl|e>nA=!ii(``wJ4$Bu zD5?N4rkFx7U^+u!NhwHtnkDx2;bmjYkOZnCcH^2>(W9z8oqwmNM|Mu@cL-V5)e>*1 zQuohm?w_~fChN8mE}BHRxJHf=g(b*r%N7M;Pl;(nSlJu@W$bKDiB38htX2wDJ!^_Y zL?1kfe~`#)V8Z@D(vOnFDAgd*tI}#P>gG_SPHmRPK8}@(Jyhr>$AnF8M^Vn_q^s>; z`9Ty^`#=r$I*YbK2r<=)0r5)y=!Exn=K`k#Tz<#pU89O8uw7hQf0A^_>uKmf`$uRY zKgMWQ{ztT^?m|TYljGC+(T7@hJZsk#C_lRIUCnu+L+DZ;%opCjSw+(Q-%OcG^#k51AXuOm&dn_8og^-0tl$?+ka-gGKk8h5_hTg z(jWcZ&)p-!4A;NC z-w<0eRP*cLK;TE`%_%K>G*fN}k_nFCW|swmN2B>n1{TI01>5&C!XJPCy&6Mph&N>4I=rU67Dl0 zC&Jk-?3;F{IvqS=Aw_NB?u4izg?3I`8ElXd25=&s2iYb4vO^M-;uU;xOvODa`gFy6 zad#gvRZX}i8J09mM>v z;7`0ZO-~n(b8-cxm@sL`cw@FDVn3uRYiUwq_XnljPY6SxZyMI?HXd&&a=X%PD2W%{ zwo==^>9y2DyXgZpysdB7RO5yH1VS?`dNU@EDhR^Z7zan5*Y0y{lnp>_zwh|N5%Fx_ z?CySVXqL!kw&IyD^BDLfG)D$P_(9lK=s%k0;fWEiRj0}lK%?Yo32U$6a8!72wcg?~ zZpPbo3cx+D^m0pj|JusQO6((B&Q7z6M;7a&mGi$I+4176fmp|pA}~tzuAtwt1&KqcO&mk0?6AM) z@jRV95T9rZUqW@Mk0UQYBk;WrDR1?%{eeu_jf1t2f|y3PNe@{Nq-=jETeu^@D1Wa3 z@|wtt)>S7<3n*&7??@3G5_%yLM_e|fw(=}3Gc}jZZ_p|AzC*@A!$mSS>)IqJO02$W zE=UUgzH)X^?iv-U*4!>@z|On!=?0Yi3IgRQ?yb{y=wX-n=2XNq6W(PCEK$1>Jn#NA zNms)av%QMO_wz9my4heveRHa9v-?CjH$mgRBEi^67n({7{niYy5*;C~9DDP7!C^); zuACq)Z6vWu5izcqCk8(y0*k&6Ove(CXbl4U{CBW~0+iwydum)-jWEDv{&j#p7oosu zDF#RVD%>3)`sV|5kQ^zT9F!42bO{XJIGBU7t`3T4#U{z9pwKq(5g#sHA6yv11sqf( zq%8bq?6eAuhc4(#ApkK{atLrNO2iwKMFG@H8iV& z075sOI7UnYzRX$>_y9pz{{X5}1Nt`l@6Y$i;m?kF7&>{a3ndw_$I#laj6)K^$i*+V zORvL2VzU7*-}>LzH8#DU@)fG$*z-1H{RaTRgZTVr<-HF8-mLSa5)2Y9e^}tz{ME$C z@gj8)JCi>~2L4OUN+B)uzgzg#=uSrs=A!-)!R3R2YS8>Qk|1&zlpnBY0yQc;)G&oH zkTf8i-yPLaVj8+^R+nL1r!rW)nfEZt(mQZ_vG@6egvdk=UxSChg5T%#1wv44;o)(^ zpb9I-vc@0Vy`t%_2(T3ITmXiZEE~Sunvt&b=L)=Y$qP=pubT*0($l*b(_Kpx?JFQ# zoDb-pp5#Bl@i4>+!-MZ4Grsm5$mj5XE-gMWa)j8Ww}15ONr1nJSpY{by$FnVVPHN3 z<=+EOjKg7z7EUcKL{T#y%B)1#}ovL*>faQpCVVf5Pmrb>TNM(hVJ4Z zHw&~T@)pju$EhN&9wgUQrzBCfsZmLB=(F0lu4tkjYr;IZ{$3KRcAQrLvqC5#C7%+P zS;uWi1(Dz~`T2LYWj^q-Na^7Y%>5;J%whSU`_){-wJy*2{Z8wZpcpq=Wk<7l3Q_%` ztF0KeR3D5Y5gh2xwm?`e5Z}E0_U+p(a7Qs+3@q?HIgCvv`_KZ50Ogo3iZYcf_dRzk zT2qDVc2)-4SNd^q!&k6tOaI#xrO38k`}vl%8G`T61a5OEB{Su`?SLRW51|O8A&Y#i z{HSp#ZEAeb9oc8s9Y9Cb5LwfI#)n61G4=3m`PjRYf$ z0tC!?sG9Kp{sU-u!Mys#wYb+Busywi$CL`n>Y$zGe*Qigd7w$r0L4HDF36oE!c#xO zD5F2z+?eoSpfX2nj;LP_PlMI&1h72%WSzqmua>}N+OhkVK8U}{{s{zz$9Aw&f^cQ= zn*qpA3i{G9F){U?fPk;6C66Zorv%wXhESOSd>RGDH+gI858bBesbfN4I2*WV1ZLwF zaZo{qx$2+EVE!e7LF5L`lUC#VJD6;)CtY%KZ0N&7`mZ5G+@hj;!zQsQG|yXJwM&B% z18Yiib3{vK0^A{7P76v1n$8B%v@cJczC36LYP?+Sax@-uSNd&8P?-CR^yTuuaMg9v z@cS&`glN$3ix;ZWKZWy(QGmTO2m~e@Do$JAl4^r0B_k`V60(gEZ$X0Oe+Ed~g(a~( z9GD8v0Kt#2?=VWpqu*%Rpq1*&xM*Gh+5R)91?xE!+7wShG`;^eOrF1*BsR$8f1hS0 zJC6y4V~9chA8Y_FOHgit(D2|NsD*J*NbJ4Y3QvbKOcrMP*-<^H7G%ses2jSWeVdk}zvXA;;_d zMG_9bR3Q(?vJw~Aa2|l*vjGV$RPNNOrinO$&x#?U1{48rD6Aut5jn>sth#Do+G883 z_i(y6Me1h1GfZ&jM*BCCPD=2t!iS_^Ur!JldM|#?DVh2VvCFiBaqt!x&wMk6Lf^c32g-08 z6t=T~vN|rNxV6E4oQL}OyXF4ecG$;^MvecBIt*$YrEB4=ARa*>k1aU>NS)h|fZ4gg z)&*xbd;ow5)n>dC_%frA3R(RI9tm;q* zx_&_LM5^zhB{)2jcGk!4^>R*mZ-)^CLNs{?rSf=eUI{;NzE`24T#LDj1hCRCk%;^F zNzLu#>FhYeDDYM)!ueO4XXA%D=ypgo6sq;h%)2)lR14jJ1V`lmu)O_R@!YhgsxTwJ z(+?x{+`&39Wb_;hnRUdw?_1s<90TtjLz>TCf`@Vhs4YXR=ct4|E5O^zFzJx0FbhkR z4NPisOwetE6*&Ao9By7xbwu_;0Y&&ohyu#N;$-m2`eAt-dphE{SslPDhC`dM8hGLI zk2)XlyO|xBgHK`hykNGr5>aXG1N+em%gHgf%}JX*f|W*bq9lT45!vi^J#j3ab;Nvz zn8kazZqD#{PvNG`3BYANTOl6D$Ii9;K zIS$GS|52Bl!7xcER6uq+kFbHHPw&N)+)F@t%}WlvN11nkl5mT<0brf<0q0qj+gUnP zx@S`r_29d;Zw@I^WFY!rl;CmSL0~wjSFLk6Omc<$Ccd~#!>1_VVjUz4@#xJB-nJui z8`fxg+3=@nn;%=Kxx>sVwk@Ct0kuVfcOc?ydweiIdoqsCXUUJS2mdfQ(*9KYSAPAZ z@{73a|E$iQUkIz%zUvX#Ai@GM`akeo{2t=>J4l2QdY`N6@p85O6s4mxC&6JnG-V2<+H8iy`01o z)o*;IALZ}g&zLFDZwK;_*+?GS0Rmkq_vWqebSB+GD%M9te#d`hEe8t* zd0W)oWegbRY8t@S`zpNm_bzynl?E&ahJYx=^`dxVaZsQ0<7LrU<{Ml8lP%~Ygrb&w ziA)5@MVOdm5Z?~>Z4v&_Qki{PD@Ly0e>{AMQy9sqso88sEB;OvZ(k|Y%BNfGPP?b5 zeyz{6Sizk9IbbK4#~9}d$!7l?oDZ-y%dAJZJf;IKDBbI;MsyzBNeCvLB9cBGl_VgT zfNaP_#-`5^W(^*XxrP#>CSS9BD>(gG5Lo|)uZ~rf>~lJFYsTe*S~kLJu6%!{xk#7m zqOASssd(&b-1OHzK`4p0I(>+V>7*Q=gVfE==q`A4Sf&h-K&UbMD$}>AJR3Q9v0RZ z8EGahEk*T&lHO^9h?%zJLGArVJb}+9Q7N9|%T1^4&U=cWlszm?1WMW8!$kM|c9uJ0 zgF(ghzyAb*UaG34L78S&9c-ik3SJXffi%e3X<{{yXME%P()Xc%FTwKSp0)^?X4iun zY~P9`=u0HG9~XoJ4T^%&Q)1+UYI|eEx-tg_r2Uart+)iMe##;#U$}S9t1wsYLB;}4 zB`|$x9uV_C(EY%+Bb~T}>S+*+kc(D`V5;rz`nsHXv1Lkk6;BIoe2?tXab4E=2Q}&K zc`qKZ1a;6qT??8J8uNTT*QUj`L{F}yv@EKy>sac z5PshPK|x8J58x16;<*9P9B0^ph8BfNN9>E}QF~7m>M=Wl-y@ki=<)n}psrvY^j{#^ ztMWN=Jpk$IDLAtK+71;L3KYPpznK%A-z8iD6iFhnfA2D`J@MWZTz@BUL3MNpbj1Ii z+BiWX1~<8jR7jWUc$w+zai9H(G6q z?VUV=Bx}H}Yzm9^#2in8tj+ab29OV$VNop?PI)Be*l)-JnC2pWVyZtC0l=Zf*6hQ=R zJu$zcljct;5ccDLr~EPRj@nvO3G&w|S* zCQ0#muF3sxr)<9&M7<0onDZG5C+F_!E7!Cix>;5Ll`K2?FU< z2)RsSD`D&y(Z7+2>?|;4zJ!e3o@Cd^3(#<9C8v`4%}1DfA<~eQEO-#wRuFd_Ee$@@jc8wl za6wqvpvObqmjwA1tb=!E@Q`~?@0(_#rk?^UsfLXu3xxyv^l&8XO<(AsCnS!2-AqjF zwZ@557qTq-bGWPqZu8qu`vRxx$(&DY2uT^U2bE0q-X#@6cN_eCL07> zU#FaJkoX4xz8%KJfHaT52}&AMNfWsX223a|gv-G)SdUi7BUuKCUR2)5b9`n)>M%q% zcsK$$2H+BaGxYQIDhsp@oLw1#N44w&>FiwWf!umJfNHaxQExcClgv@wjcx_%=03?xkn7{>pV9!d2*56 zBgS^U8k`2GPm)d)(*?td6u4yq5@}>#_F>MF=;B<-PyT$ptX$QrM!F-W3-lBq%j^Aa z@PEDo1uSts#R2U6@_-IW*80!Ey!k(E*y&S5p#A~OizxtijS@rQ@ zoDyp+O95)pJMo+*9a}xH%^we7v|%@Rw?xdkQ-yQ-^I{*Lh@V}!@46N* zzc$*j0Emd^D?LE%CoZ=q9T!*M8kP6o?_{&W3s7QoR*wM?8m08^?RMs90Mph|P! zS24E5u^aVV-36+h4dRDJu|7Y-mmabmt`wHE0h{PNfvm~3O$_6})n>#)310FHR;zmv zds|)N1BAdk{R9?poXe2BOr>&dwA#TWD&{MaDf5u{E=Ag90R+pQ*`_JAQtTZpKFYrk zwssz^!i)Y#MPSWdI0PWClXg+#cERI#NCzmn#WHo2fBU)LP&~3RyS(yU;g(7=#}FWo zsvRNJ{d1DbZ-4m&*^9)6;g*)aXQ!~~%X($G<2YthmGCS@G>;w&=X7TKZvgpahn*$$ z{$;H}=nmNI28F>pvxX2=Erf|>*8D+eK5!6-`1WfUq-k=!i2G*{8#Nrw_|Fv7)YNuA z()kkk0q0lPO-)9fym7t}9Ln~1mjZ=)9()Bv8e})gid*ztssLCdUt-vhCHIyt=VCk* zPDbk7NGL@L+oDX?izGPV zz*?hHNV9#F&mK6Xg=fIVM&rZ6*L9?c8X>$F0s~q>oHYx-|AHih+_~~@k@7*J~l-|_CvTM8-!^zjLDO(mgg!AaNNdv5FWWNg3>N_fzQJ8PPcOD<(MQSK! zTmna^Sg0kp;<|ChHDW+|WR|@d!Ncl3=YB(MQa;#0>bgiT9Q2$hwe(g4Z(s)XCkA@+ z9wsXYhK-7U`bt(La(<}os^u=lXQOy=bQTfpOWR0xBa!8S{Ah33<4K>d@RY&rMzRozHpO;o@a8Qp) ztJo;B70@WQRjyjEeOt@1PeoEv3}=0{$y&0~$k+WRfLwl4;_dl+6;KS9kA`=zN+!@P zlDdnY*nts0W&+O}H({nJ-#J0j{pGOw-gDt9Zu&ELtM9`@ZbYlk@V%YRw4?~Om17v6 zQdP=a^E8w=kWNg@t#U;Z*gzo2=Bf{W0b3U$@8vvvW0nMMWRPzkMAZ*Jgt-IOKnI;{ zZ*3=P6Yg=QL%&F32shII2rU1?(GCi$4Xnz~aaBa(yP*Us{VC9&oW)lv(mf6yNDUu? zCS&Feyvp(=RnZd$$g|N9%o4_+n96_%lOEd(2|+#p+1jbx#;^Rp0d$#5-QXba=$vE< zW8kvizuyvkH@W2 z28`8Gzf09~Q&ViSWuTHTLN%zwfVkac@~Qf~FeX*NrHx?)a$kbzP=U50v_gT` zJS+jy$6KVM0FuOA5DVf!jJt3|0#PtH?<#I-9W)la(!^`Xf1`sBD#D$+dKHmKix{{* zo71kqtBrl>-Hj}6t0jI`xw z#E0>pR>rE^qeOihkgW6Cu=;g2{iW@{NEr3nQ;1`;`4qS8k|yHQLAX5^Yw7#{k;y!Y z>NaW>`Rpc>+uT}4o*U9013}7$(8dL#Zfopa2lE=hZAnLvH0-F4pkE39h$P^B>s98f z2A@~TQK%yarOy-s{^)m{tr!PU`X8sg)4#?d_muH0=Q#B9Oe1YQa`fM(x~eAJy|W}y?LBkeUAyX|2H!b2p);f#TIq2ugj zWApnLOz!L7GQac?t@Y^2m|u~Be6`GvLY;mWkwAUP3Md4wKS_Y9&AtOl@Sq}7<&%9# zO9^QJ$loscu3yVAE(Miffqw>{zX;dLLQ(EczzzIL&-~dHI=W(+c=J>b8AQHBOcWX0 zy+b`5ut%l2M~m%$7iKC{Ob>w2xjflWmro*dyjjynCm=BT!2(hKeDBp5?+4oyd z6SyjLt2%uLjMO>s9BD(^ECldM;Ch^R`xoSvR#tk_nWi>O<2$?c})kimV8FF7GSdxBVinct>DO-G!&X8 z1K!&xweNGZUS;Ny?fXMjo?J^$s&786_L#?(Tdq z2CHS8=N*I4i1jD4!tSh% z*YvMx?l8t5F-JdQTd};6SwZk-qo|)Pos>l@63ST#q(QYsN+m5}l#9YY`adw{hrAoj z*Gl1cVlrsSiruh$6I#1RmT(xq!&6KU@;)uawhYf-O-7OeTb*}RgHh?gusQR|1LHVp zE*TlTIgfR*{Z7ky)k3e@l5VnzOL@?o{_Kae`||`o^Ij(Q(RgXf2J5j;%Fq$V;Hm>? zrX0@|aaoguu-C?^(?kzAJ{a1d4f0uDB0%{!lty4aS6VEp6yY7#;?)V{m7hhe|#iNvDQNKx60xHfYK?fs}e$@Pq zSv9J%noA<`g5}cKfvt~*&xLS+kOZm4^mJNqM02S>SZmFKmCbTjL!1JVb5%c>&qUL&5xwv8wLzT<**3 z9c5y9roWLsl6y*Zn@iG~wUd07eGG*vm(aDWuNF&iQIY6$jBB>jUd6LKd{(N;$akPQ zh)fzb2RWxc9>16dIVILjz5wp-Qe)X{!e>2nb6L9d3+y|d{PUbv}uTUrIdGVKbeZbB4b zg}b6k<#yfz&V*tf>AlOH=Ruj_KDV9*ePQnOOVGS(&f<7O>Jljn$!6uwfl$ONN(LAE z`eLntjU0ec7{6YXj8w)<*G-m0HC^k-c6)%LyyfD*N{sCKyfmmhDx4yU&vrZRe5AM8 ztaDquVyUsL-Xxqmn0YJX;w|b)OEUHIDT2iewf=+V{_ip*$nSU1Dj6mmKZw&1*Pn10 z2rSNQ6#hR7VqT|~2E=IDIZo!mMaCx4{i&~0Z!ezT$~|)Xr7#*vD_QUNOC59L8p0Xv~QrpAAuo|%32YrxKD-13^CtK2)MZZhUV3)M4k~)s)CAj z{NEd+V!4J5o(ubfjOj?N2YR06z^H%Kg=Za+S_?-9wFDDZwk>$sp`m5LW#-h@_WI7h z0%O&E0wz-Yn91C;%+6$f?z}|+Ua0D~I-{{{28m01)m6(TQIFUXuOcl^>GnPE#TUvO zulrRLN`kS>og!>1z$A=La@~ zT<5=COiw8c0=1SGjPTOIe@64Jp1x+G)s_JB1)Un#)1Qx@Pk@Zl`9|u*NnzQcmi1RL zz@Gs#u0!SLu4H{%MeMb{x-agJHb~!rCqpfcHF#CkfGg6yUQ`eP6qI)L#(Ys$2`-?> zylN||P2CSBGvrteJljq?dpTy2t1hTTfP)?Gk~PazKxdVGA=H+@-dDJ#+m@J05i+v} zo7o#FcR}g<-6Ok(L2J}*efp^N!ha^iiTjDA+Yu8(Q@HkQAcwKd-qPhe+(ciD4ZC^~ zr_g(U!YzkZ1-#8sKFNIbNX2d(>PJr=0B;hA{wi6;ZiU(j`dodT-7t9x9Nmeibdls# z5cxr2{tZ$jN8GdX%~$AU;&b@$n(rr9OkV#Ivu^Pr6VcW*Ua z(X(6C8X-2Suz@P~MW_Nlb_TAP-=_RU#5{B+1^DAF?qRu~I^6q5G3* zE~!tN$Aq9L!2qqEF+dQL8kt?qJg`vl%z|C`W9^obl`Y8Ls3`an`h$2Ne!_fO;-ekC zbLoarno!XhQ&j<$aSF_C3u%sr6YsT4ZM{A%Bk0pF$y^^MULBlC35^TEzUjs5sYV!b3dON`zZ|2a zJMfVNm>ge~a+-+2czpy0<)5{8h0Y-cbEZRpgZB#_Gz%&+Gk7qQ&>|BFKbMopnAte) z+^>vO{U0`XRuWQhF%0LvxR0o=Vit5HxTWh+y?{HAvT%bRF*qxRI5{~dcPne(RY2_9 zg84vnTZ%PJJXGL3)F_SFY5gCEhK0q@`2G`zmTv|CpQ>f*ImO;UK5~b(d(Ig*^WTJi z_`mqyL8SAr>xSR)s3Ed{&H9$E_xuNuOQ`hcf3HUKh9^b@rk_jh5%sA?qXIV=AO_^=g3&_1qYK`y>kV zgM+^<2;Dh0^n0-jTN2+ep|@4_BGgDIAF&DY(QF-U*C|gXKg>2L zU+K$odVCxt?tj zA9#%6^IxYjg^$=X=dx1~MWdNx8-m}pyS$kDx#Y!kbJ`AmZGxkdqp~zxDBuqeo=IwE z5MN`!MbK{k{}lI@VO6$o+vieI7fOl>h_nbuN`rKFi-M#A5(-Fn$O2Rp6zO!)AQA%7 zt#l*O2-2-|GsngMdEV`LXPcRAw)rym7rcSB*2NX)dBnc|jwCPh+3Ul|)dVT0DX6~x z*+6AD&aKdKXdaqesnB^yx1Y}w#OQVQ>(YYjKJw&vr{<3u4<59og2A zytf~p$aM;&_gQF9PPD&lC%S%HZG22ys5pl?_}6OWn)f4iMpZe5U##S53tKa0-)n8Y znlGJkJF4NnrO1vm6Ym?|8o^wMXYE|^lS5C_d#qd{kllbrgOo%5IA>_O^UZzJW0BD2 zc@^vFgqe*QMf5U*_`ESS)|Mygg&GrU*vjp!2Y-2SE9~X#yH0MA=iVg7el=? z_x0bty|G*P)_dwfnXNdf+sTMrs%=-^O_EFgX5wojsiu>a_B%=`)6K67|E)eMuuSq4 zwZT@}`6%rjM&$Nx)J#o3o9ohyLiPhyzTbE$107M-^XomJ0M1x)GW0oeLh4=Zar|Aj z*W`@Y4Jujb4?=n84tssd6>EZ4s&ocbi|#zcno2AjHL6{?w&HPYvKgSX-Z;Q*)}8WY z=0xaQ_=CoF^uAlYh-RVB->t@y=Ey0znIB~}jC;{Ooe2>K-Ul*`PNj0?53<-&`1Aht z#hjJDbYJr61KdKHs}b%2h9C1u2w&^#TW>AY2HfDWpaG4_-;hr0zVvs9m7zC7jhdTH z;#|u0Wi-)HlOL&LKEXm$=)tCP|vmOnh+}Z#Sby8x0ij2r+y#) zQn#?}x!Ijo6){h*j;6#aSBY^$A)^aCHVQO2#^f28di%0+`Q<&!E3#x586gmbKv^vc z*8AAnjBAqk{?wj-{aj|tXKxxPW_xME!|(SOgeqL;ZWd2v@J06w`TH@YSa}S9fMKv* z5O4MbP0FDkMovGc7{|UfJ;lFVWjIK%sKd-WNzT>Wi_d&{iLo<2%8kWEF=M}fx~4Gl z{NbVR^r)8seoUE%+#8C<_TMFPboE^F4Uf}I|JC_4t)Uj`MC(&E7#wX#V!oEGhT}21 zgAduR0HU?nh>#bSw2KI@4IW+hgJj{2c5Y256%-VrS@epoLv!X=jxLF9Lt4$k?i(n4 zw81Wi03sIL*;iZ_+n|ZXAj!p8?$w{Owcg!5{0GO+hSkAfLGtV4zTaW7q7-fXs}ZvN zk)(`|1-vY>bUx*`4;OO(2py=I4JKHQu-dy!jQ(hMs=gGL)1i4US)~}woBX%G%rc7a zk=Gq@Iz+Kkh6(%BMJo&hI?J9L&77J3Yeo>dasT=QLBxCG3cKT%rtQz-yhXl6-hEQ~ zUB5Cu`w6>#C2I^_?zfHeIiq6H%u?`e#j(oz=(ea^4gx2lsC*qJ!W=@vwp#@S)dy;* zI%MJg$O|p1Bt@{^uxF?x5zJc)gTL4w_MyE$!5oL{o)r8x%3tkEUHWRq0)#I`u+wCy z=GU+>s3r(<^tYz1w)xfXIkdiZm^L+xb2 z5FvVSB(ASONvX2r2zFj?pQ8~f3);)agVQB*eT`hIygvP^WmrAtmZ*D=-h`G-rCY5Z z3_m|3!a>8}JyIo8ZumgtM<_=$ZyXQ1hTicYMY&S3@oz7T@1txCX>R=ck9U`(zZyOt zJ@XI??V#IQ0utRU7(|D{eGf5txh-a8v=@If>wu^~Yy-FN4+KHxKczJjR7G|cx{kHe z^>E8_4F$>97hP*a^Ry_%C>bv6tc9`j4@91XoGitL+N!6#)nzYtpQIw*9}-`=ccA##wViL-}(E+Y-76WdWq7H$`<}SD}!&zqee&WdlvnFJ|$421d0`1 z|BmVlItVJ}PTzRk-=tfr57}+IwEu`rg$i`Ubob!WnL#|29`!o!v|F3mCI|*M(_dp& zB|V^CxM;d8&1u&0LB^)K2g2((j8}mzX^W6W)^ssfD>5IKCeqxE5t} ztWSSHkhD3TbWiTOrHhtRS>6i%`VWrFX4~s4k%=5c1Dj(bw`^x~xV{~Yt^bHMfBGYPy}2Ft>&DfoGboy>$1`E9hZ%W1Z2KRko9}6I#UE%+pEW9_ zbwz5*=IPdc3m?@)??$E0Pw^Ze(cC1!gE}ZOrf7=Vvu)LxSoF(39hRrte#X0bl8?pK>o+;{r|wFGT4 zQ~NL4^oHyYGljKN5{0!&KIGhUm+v$vr8)oAENb0ty#+%Vm)elp^L4GAxh9d@H~h&^ z=0>Bsex<$MES0Br>&)VvYYsK+wl@=j##1 z41YdU-v8h{?UZiQ+VNx$+TQr$<4!5;t{CVgCMQZ=qHguz4y|C})5wjxq-Gnd4fdPg zbw8^S%Kyryzi8H<)1oQxh#>2J{wvdW%}g2W(rxQL+ihjReg@9?C>#8M2alhaHbIg& z^^-7+LrLXzwWrQkS<{mJqKUImSiF{jhNg~LvU@>x(dT{zpEp9JQe>Njne)Nx1LdC& zMEukp1Qv7JQ-hgMIJ!AELk(F-^Ws0|K&O)E@yqJVC9qs@`5b%Jxa>$<@JA{HKa;a$ zJ+~AUeAc-R%1q+&+UVb|Q~0`w%E0!wq3Fq>L*G9V=BZ62@xr-sfKDiTb~V2q+OArM z567$rq19XP8KRndtEEy9_?W?Re`@Y{%bg{N*`HmQLZLdF@Ib?oNd|hFlD15a#6WI$ zF+a{2{AlRlMna`3HkdayNF$%gzBxkE3&0>G;A>ElM!UEDpZhA)W)7$}oR3vD3IIGy#vAtH%>z1Sd zy{rfQ)w8cxh6?4v!k~DL=zDmenQrL5z<|gr5Uo#E<1QcyM+4N+w-Wj1uP)Q#X)M#@ z^oGnNqu#qOGvmaAv>BC;*CylFEy;uvAHAxs9+C5!-=MdVq`iRhvqieBPB zWrjK-Boq#385+EQW+``N9Q4+Qok!&4pOB|sh2x<)LI>EzU8HgqudmlU(bc;5Zt=yb z3`f9zkExExhSRv#SK3cKs1sy+ddLb25k3%hTBAom=fwi7uW-156%b7yBsiziCSL}~ zQU%WSOP1DslJNg?1%x%q0l*%L4ZDc2|b30pyN%?^66yQD{Z*dVGfB%~@Jfn4tEAh`kL(GuWYIWak* zkvva-XMzVY{DN~>d4GF_1u2`@)*SJTAKk!#6Uz!*+5)$n1hBg>;bjJK!119xXvpdn z5D5}=uHG%&E{FY2(Dm=9vMLZ<^cGoaE%bkma^b_mYt9vf=9?0K?t;2w?YC$HbOzJ? z>~N%vb)|JsYMw}Eg+8^9$@iym854?doAm6qI1LVp2B*M>bH#%72?vgp$HOxFGz9S1 z3q)0BFnD4D0%F>V^($R9K(NIQgrF!8k}Cj3>@>UUX@xk%ldAB=l&vak+@_!cN=k(}>oZk9(%EpFpbe`rC-SCTUjcQZl2&fgUS ztWVb_i_)Lnf?%v``N$Z$u$$Gj(Z*5J40;?h=t<9RNzmZofu>QM4i=iRYz(ix(R0)p z4_Y!ksdG`CZ55M&6zwwpddkYmVW9);v7i>Zd#chx>P8CE-)njvLwg|oaddv{V3mgp z$pxrpc#)j#hc=~3{!M-Yu7)YSktLM!Tq*J$<6TFWkQVAeaYfvT0Bp?jkvSz zWDDZdbBONT!5qs4bc>=f$3Mb)HtC511ApQ)Jbh&QK|iK7X7R(ADEF$cr}CX`&z7~W zs-qE?RL{vn?~{Z=)0W3)O*Azo=aPIP5gV)ac_RvDfRIUbDn7#VHi+zuwSwrt zZLE@*(`us5iX-(nsF_oJPL9{-Q$kx|uQUTgrD*8JXzpYeY1hiW=dpn7XK0$4Ll?uQ zF?mS*MUSW?rHDzBSqk=5BbOccoa=K3mB`%x1WIm`>q+fgl$DcgT(q1^_00bnzAw54XKjW$@c%vM)p^)H`VNZpXh0R zLiczYk%J+;$9R9|f8apJ=w@d^7k=?8;unGtoaVA5V zKHcgURAr=MYH6+tHSDp(+&cbr&IJ+ItKa*)_}48I>h=ufMoqF7L_g~`h1iqf+JdyL zob1|+2Spw9Y}%dR*&(UY`4swsJM!%XcWPQzDQMe>TXj2Km5+g_*Td(RTLA8Yrb-w3 z6)2%xZ8>21DjToysp*>A8l~FV^LKh1hu}QU$Vic6u1M0_J%_iAgbk{3L@nA*VF4ai zlKUi1$Df|geu6#|G#wVAo;YFxoTXJ-5I3HUXY%RfyENX7cDUkM5kNleGlHc?ekReX3B%t=f^`#oN)Lz?I=J+}J zj|zkZJSHl0IE|DFSdV?-j;DzLnRd<7Dzea6Kme-I0CmP#nojkA{{~TaZUPUWLb^W% zsCMH`-|@r1g&YNcbDY;ZXbJtDx_71A;?6m_F1nvy7>)A{IimPDAXfe{$B#VE2D@1qj-YebE^vwR_!ufh z-#zdtuZV%w?-W8|Oabnkp{9)f8mLezM6nwn1eDjEDsm4k=1;{Mu%aUB$3AJfD2z_d zLyd7r(WIL!O8Q{;YQf-=wBJRr=(wL@ujYQBa47 zBS_Wz0{>3Jb-F>+P=CeegAwS-biX}|K`3#zGp(8-(F#ZE8?(+LqO=C)Lf|7J2dd&# z79C}{|M_)mysO;C5ZmHA{_**N9ggsTAMVEkve^syT~&_=6hG=GeDpDHp}X?zu8jY0 z*@2L2lGj?VNj9pb;$M^Wz-GPmx$9gnqhRS2DKtwi`H7C?ZabguoX~`C=m9J|Z;b8`YG~Xt`!kA?8!Rq(w1;5f&V{ zXRt)RB;ZGngZ>R_Tc(%@0n}bNhg9k9cwW-_s?UI*Zp9kOB4tCgOn^mZ~3P!L# z=j+EwG8PZ8NH>5;2px!$e3x==(&u=CItHXHF)GOoOiu63AuO8)@kzw z2Xh^HV`5qYq|-}s$b-|k1$4R=WN83YNdEHg8Y4Qon@4=GNCkh#4`{!OV=NbvOT-6f z6aqNp<_+gCGDKJn&|CdFJ?i@tvI6myQzx$Y4Gmu8*9kB!Er1Xy>jW4^f5uB16R;lC z62MU|e~<7}-ys4OT0c)*PcQ_jTwszz9bA;Er$w=pJ>D3F&4&f5F-S1lg7nV1U`zZ6 z!Y_GOSCC3wOtl)aa6ALikS}HAyU0_^jxV*FB<%s-8Jswlvy({726B(}V_iA5(O82B!bA|NSPp>h%I zd+UHq)bp}Jb1^Q{ry@Gfb4rS5aQs>BV5p$g@c{w6K&K)V-1dm9771UF_D>5{hLZBf zY;cIym$;yOCm@rpP!|N)RBk5G{vxM4^w#3CCqXxTI%%O7Lwt2rx*zP&W!aKs5B$zP zxaV+F#Qo=@))~!r(0o8;2ciz^BCbjD0$Ir6%elo#cGW>SG>S?a7dvQ+ruhQaOhku= zbbg@I_r2l>Jb>%asEE_Wz@NaYBBAm%_UGC4*yhQPqR1vG#UAS6=&-yeXIKw;=>tjmlVxFAW%@()zJv1wRn z3~-xpg4+Rscp#>k)A}M-GGHR{XSI*C;&tMT%K^HW@@G7!B3!UyOATn~U!ElL{e0F0 z)YmcG=q3=)`j(;thXfL?py#)qL>)_zQ% z)f${KuhM4fbwmqwy_&UqU^)^&(KC6%hERJ&bC*y_>CDqV zeE=dSXoCNxh>(I{0Asf@kDGyXw5IbhSN$Xfa3sNPpW7%Z>B34;b?RQ9gfy>!G&=x& zE4CMf4T3z)w@sZ*I$vGn@WEi(!@`$$h`KJP0v*7PDDvIDYy{EYcgC-b>24ypHXIbr z%{JK;cnGvR2X=2|tu_olDIyh1f0~TqGDbLcP9>Bx+-X6a3dXbh$A1|FS9ZCGo zmE!m>dOcCE+G>*}cCUM1x1BE~zNwGerA`VV;%ukGK|THS7+vwn9gVo*>?Th2n!g_k zS+T{oVZN32OV-ma`&I>s?-!U}g$3qDn}SJ`9hpOb-o^KN0GF#9RGO#o!2JRu&!@Cx zU~Zq%B1S!UyudVJ#L9Tyw_7@Z=v858_v_3n^&y#8%2TZ5XNbT(4uG{{I{{9cLIJTYod)ZZ=MyO_}g;vZ$T*Me{QPF8q7s!EbVfk}_fXE?5PlpjH#zw0PHj8At<6zzmS@Uz>6C3_BAx8R>=js|M%W zLQNZw*kbt}hQxw1j>l3nHk6vzDjZVmHk^vV!SD_Th_XLdLb^5}Yz~zan4}{08uTEL zJt%=*%nUvmp?Gb?y0<|0y7CDR6V$>rktzbTdm~`|X$C~GDF}lRw@1tf2$`d1e-9{R z5?ugj1@X(wE9r#&k{&6KUm0WFU#Wwn65@G8PAcd)ub%815f6%^Rw&1EATP z8>LyksYOw35wNEBE7!m}7o=QM8{S_9CKdeQMVMFH|7~cB{sTokqR1jY*jU!WF@44-| z%KC1S53m{>4|@O0!fZR$`0k8b2Q+S5ko+Gp7=ubFZ9W=&KCL8b!X}O4^NByg zsZzkRT=j+?jC`~E;H3Ev^ys+JUPAzVU-E?ZY9M=dVEz?)ws`vG-fJzM^UC6h{DbU9 z)vQREWO-p@++!_mw-l*Tf}&u~K^Z4Uibh&Js88-%Clj{0V*`yFaNKaEw_BDIL#Zx; z;TRTXP>&EdLW(Y+l!^p(jJzLkpx=KQlPsQ^1GD7Q*>maP8B&?fcU7#YQ(B?RSdKWn zv0}h=d4E>>vJ?fZ=A;;@hcXooi=2BZjvpyb^=wwvi0YcB5TVxdRB<&ElEAFSLU` z|In=edQrIv4-feM+P1OGR!1I2?F9?P(y!ujAi=L9ygo#@h?v}rPaP#&M~Qp(ooo^ofq zV1&U3q^tlsvKfR)5hqv7n@f=L^GwtNHqIqaznU&ZjDk_CCWcXokBZOdTWkVFtG;!M z#om?ksakEZ_I+D3407A;S1276em%cOQ`2e4(#C(prgQS#Y3Zv5p`=OgrmbuPSK9Qr z5O12z>&IcdPhhVwq}0SZ>2dM zJ-X$OIq$S*swl<{$PejQZTFv0I&>dtN8@>!-^IM%$k z=l+LVvs`jtGX0TRCmF4+@VKm~M_I7GfR}`!`_Y4iqP~EBn~~_=dUyy+o%;@6Hk6WnV>s=BXoB453uK9OG$ea6;UnI$h6D7viMl{%^4c_wy zszhw`kdlbpW>rp|6L~ki{m81hL8?)Hy2a-tlv3FykH}q}`S1bu=FrUC!P*BS{^#L@ zQLNXEPCl8xd-Z;@1Ugic2o4!yzm&%#R`J*HIkmUH#;p^pl zKHZ~yDF+6pUj`k~62adMO!y4{Xqwp*8v}SqBNQI9EU+zM*8t>a{BriEXBtYP#a=5)bC;v0<5<3 zwZGBzrnIlD&!!VrnGh{FfO?7~QkYb&gK72oJ{ikA%EMqkt4^cKq#lDCMk{rJME&Cp z6ReWqTzkwDs+0{hctb4CVnu^iX>Z|`mr9lb^Kzr(Wn_etn2Edjr&~Eh*?5!W(+37g zE%%O^+8XbBFbpp1Q*Pd;#p@!vO%f==>K~-~VJnVMe`9xfh^vL;xA1L|{m@8%Iknf< zGOrlQM5w2lCXR9~)UEbTFXc_Q2V5TT^sIXPW4d8vL@~Hawt432VV_bla8z&9uPz%3 zdL~Pf9&vnlJAPnYIg&+mHfyf@5;y?7Epm$!p3_`-Y^4>GWz-qYm#_%=d_tx~2bcY< zvg4cjPePXQCg^0R`&uO>>Z^`Dv=J1(ZZ`1t0`J;v1dktU6Bj`v39%fpG;Pjsk-m}b`J zB8Kj1dgGm2NeGS!M4xw#bBPwyvMF<&Nxm8KE!XJW#I0Oh4Dbv2vlcH6A-t1{C{7}F zqjEZ8;#`*M^w;d!r+?LrE`a-0C)H?#5yYd{}jHoY%kL)XG;H| zvtOPk$K|V7qu!LM2>A6S`YVAp6~mj^h-Q*sj^qKh&`*`?jQ{x6Z9RQ48p5~M^m7Z= z!JX5ak%$uiB&T|Dyo)aRdXaC!YRF9_4YB~GH)xvDx| zDpRhL$4>6Zu6XHcSA^2yRhBzG&qiWa2h4r2_wombu(uu_5Of&|aagO`e2lxqgPvak z!}`3q>-Ms4*(nEcUo}Cf1)2I~!hARpsnZ{)9r@?lo922kKAcUb_&?9I-yRm2ejXkB z7kE{q+U#SiJ^Oxg&QNT*R}h+@B%prgfS|c7`m()T+7cY3+~Ti~S#jT5W1`7w63*3i zQBmemm64hroeG6^xT?!fh3yx`*%9wWL&sRxyu|KV%mo$&Nb;X= zsNzwta3jua+V9McfN_^o-h@M4-;+IadB zlW&p3bVktsK>Z^$do3>spwSE64ocY#s>Z<$0o7MMa@sgM~%=7hmcta8eSk&;3 zWJEo&AAf$)RrEf39+9KBQ?hf+#jv3i#0OYI^ZRChA8?!YM}9xx`y%cTGhJq8G}&9T zqg2CO(-yTd(w55hXgbKr+U%g<$@l?9BrEgIK(%4^HC86Vx8xir@q!fH8`ytuJ>dG; zj60CA6mU5%Su8x*6WvpL_rP=*tNWG7zAUNpiXEvOLHdBMzt{feT`?DMv)RwASBa_Y zkX&bazpa)7)}TKDN?+akZ^Yd5N;u?mj#(b}ehBTAYxNlag{jsUwn9e>9RpA^GQ@Dp zHow-=2xGIp-4a7zs2o$H;hj*WLvXXeoXkrTjTx8?RG%l;{9UE0vY=mB9{=Wbqys6t z{PDA)TeE){_FilW?U}7y5WKchla|aZ!|6!+l2-D*UW3U6+>f&7trSO+-=%4GYHC)< zK5vPpt#_6hCRZlB=K#F1ir4PIHlb~40t+vbfuB0%J$t=X>#aoTgv-YltJE+157^(n zBP*+B#4OhS&~lb!wlz_vvq?W(`$BO|$^~nMF1b&TC!fRmR^OWaJojA06H--$53GCV93y?Xf$V10 z-KWI){k#5G9z3BBzj9nCcU@W%#)vOzHL}%l&i0xOISP0^VL0n&JTKbLiy5h(?1?6^ zpKSesO1L(m59Bi#x4K9(+Q3%Vo%@F`k@jZ!x%*NAv^OtUH_{@*-D(LT?MQqS+c`*n zUuuW;X8lTs1?m>S0*%SD1GdFE9T_9T>9nD$bwWoJ$QcOK4da~hjZ3<(rvuP#C zl@$G;7k1WL8j`k`kgM}LGD7weAr>@#&IXy{Dn1MYFkG0V_x-VqH|zI}=gVrnCOK`y zaU|;k+9m-VLS(#bDF~SZfL0?TfPi&{>b)ULTeg(dZRQ^yPML74wRC_=b=a}ABd#ZG0ezqcPWMap-8_MZ~8sGJqn`1T{`Q4U8fX#7KH53G62NlHHh8CnidG2dD16 zGyKfX1D)Dnu_%S5BO9jfha=nSrp&wnaCPXB*RGr)I+iHrEK(Q2qr^zLe6m8Ln5Aeo z&z+??8=wxn%vV^yw6sn+IN4!xG|Cx+uketGJ0a@xc&r@w_}YXC@8Gn&CPovhFH>(4 zN@5G)jqov2PoF3-qx4~{uOv=~d3><1g%2y66Pz;CD9}VOWZ40oa^gi|*+HF10hfXp z?MEcd=L@YphoJ3k%(4@78UfLh{g zDAe3#1f&&-|MLSAL1t71JRw9vt!~cMBgJDU`D~jdVHjg@j<=SDSP+!x#Id4jv~#W&c0?SQlCvm^ATf zTYRg#8m=6g?<{TaTh3RQGaAHKKK$~P7bqft7eHMSeH}rp(!gJM<%5nk;fkM~1t=L% zezG**d5KXU3^CHF=g;)GW26p@lW2X#X@OrVNptqy`&U2dX!L@;g0>})dO9)M;7x6i zI_~Q?pU_6=SHF_oEkxi<`_K@jYdw=Do4kbP%ziD8dp6k#9rO#%jC?5GA9chm18lxW zfR4Y#pcszK*LC<;GAdZ8*br-WOA3`Z@u@5C~_ z#^VCL_`Q$|hAWCcW+v}Z$j^KYFq`b9v_JeV*b>S6k*5+HA0J%Jl#-G6-tscPu2(Et z!!MWV+vi6z?!0-7f?Q9-0<2vWv^Qm1qFCa1^0W;3R`0PUofK&6tcVhIJBYVxh~SCd z3HoK{-k&c%yS(lgalJQPnpfB1ao%WOYVmYubO+|*y`HYO|0RJqI4UDeJif2^fIV{c zw;*p)0&L~9kUR5;kpkBdD486SlamPB41xRLzJkgl{CTn8@38|2N)J#g$N(jzBnX0? zTkvm$Rt0*EP(d3w`L|6Qi~mb$hg<}S z043F!9eEDGXmFhhP8_SAs!k5(t!;9MLtzBLHE@z11*iO$-yJC+nM-Zrrk~kgWSD75 z>_~OrOXm99wqU<^DT|X=Z_G8JaTEI=v^7S(}Q|-P3Glglsh2sG^`}so!!RrpcV7=QeEDX#8 z+t_`;t(lSh6*f_(&bwBRw1nVJR3U2v;cc5EO%?_xtaHt)>9uagV#9k}P=AEcw?kzA=X^G?h+@C?hMfJ=l#dBjS z*|g!4kkfu89{F~haQCrn3mGw0(T2Z=fpya3#=mxM)3X$5C!~F0`2JRXs}1Wjn3~j` zjxB$?S$U3astbf31paNz2Y72tx>6ysNpDCmm=NBWcT`C4t-ThtI#m$~Pejwf256_M zOt@&rf->7A_@50LN5;E@XQ*MB4LDSmm7Mc}L15vF$xdarKJVAPMi-hC@q@)hp&~9D z^#8P2SL~=}%Hz8+ckh|~wt7C|B)v^7Ov`3lT5dy`|B{hxT;toz<&(M8XG0#hWSUeS z6)9LnFyCfaH!`5}?-qB6ouDPVpq6>DVRgpl{R_BF%D!3&i(0*C#puX5P4<#&n_KrLMhv z%d(qUT~GMQLGVP+%qJk`-5nDzwp7-Kk*%CcGN6vL*=8C?>}u-|V2C|A$a^Ybk{L9P zPh6Yk|63`vii@=rY3$gI;tN=+_Cgp{-xZ^C_BX0rOKfAQX=_5-X)lI!_ipQLceLC= zQt{mu2WC<8wqE5h5s&MFp39EnUHGMuO{8A5PrKyWhO|Ag|Nbtkb(CZN>;OT+hv1rupqnKzZ#_6^8p2u<;4^-ohy!~9q6Yg~} z?z!=TD}QHY8y3EeWs3@pOTX<*GI&xI?8fp~2aGxK3-ei1 zRERE!LPegU2?!-U+Gv0rNG*((72-Y@lKcbAYrZi_guK}&eW6Z@M%gd5TKAtP$&(UQ z9o4#n(+_Cy_^;17{Su)a(QXC1@wN`SIO8}O4f70NQAuhi$E8}t1**{&^hDs4)u8zUX6== z)&rWM&|-)ar3PUwrvwi>rE=bV<>!Ve9@l|qi@dvHIpJS~B~f?*AttVIb);G}Y2aIB zgTBfB|1>xOIERs7aCKknyUkM`uKo1#qIKig#a$={$0j-bHqm$Y1T>wpjAqgfv?<09 zKz7K8%r2(q47;3f^Jg%fYq-%FX=;jjDE@>j`0seSgR1avA>{nnM8tM=f>!KbASb@{ z4Lq+?oY_ZmLQ44>#|2G?LtvCM0tSZX0Ka%?9`0zBYySYA^lInku)eI^{Zaciw%hVh zsQsl)RJ@;o)!d<9q-w+xwTw#{V4odNG64>v|f*+e!3QiBg)d_wj} zpm&9NwS%Dw0W+e91%WYw!X6K~A^K+cldVNF^16nB2@(kenkF7B5_MQyMMUJIFgS7@ zU@eS-%7zW2hzrBo+DTo`O?b0gYJIs7NOjoin_}Mj;Hzd^8vC=@#+G04{_$TQ%JuM(oU18rm)8k3a|L?Aano}@u@ zFrC2$=^WD>ITB@k!}+ycClrOunS|BFISXJ9V7q<@>Uaoggm4%FTPu?Rb^_KJ?H(GTvIiR3a{?la4K?n7dB``!nXzLOFYgnf-)d z=^1ANt`5YrZa}U3B3k@DjcxtoLB&$pywB2mXQ8H5Fxj4t+b(kw()9~_j%5Y&=IA- zBk7d_pq{@PWM& z(&IGhLZ*qaE0$ml|c~LmYu@WU7KNK2hfu57*Tv5 zDg;Xj0e1A{G>#38B~HC#H(@_ceeEMKtngUOjGeBg)W( zZ1j7NnPBHj-_Q1_0I(^Hq6jF0EG4>XxV%V}qGg_|5e9rqA#6X7Wy_yuPI^T~Zd`)n zb1&2cyUl=9Xt+o*8|0{x~f=xsX6gZgtD(FXd>%-+2`tciw&JB(^ z*Yb7>wd|%?^nRiDL|>H@Btbe!hVlq+;dGp6;TQ-HVDMLyJ7^sK01@UfIEjDjzvqKV zP?mk{Mjd^IUR(D`zB^I#A2#(V2QC`#&-)Y>5&H2-_c4_2r^S00WO-aF&UzcT0&CsB z0Iv6VjjFZ3pj~Ay`pV*T4ik*AgV9L`YqMgX5PTM{zmU6R!zaFYiD6Hm6Q-|}1wN0w zz4sf&uAAN&D(|{akz~O;fovQ2?_tvC#L*vgmJ2i$P6t15S4-^>F9unDv9q4|#gK+H z^kGAL=#?FU#qTTH3lAiJ>AcSi)Fsxw0jo)9tC@mbAEv(DEDW1K2IZ8TlMm#JkQg@Y zjMuGb0o-UvG2|tKa2jKGfXoW#CWJmg;02vCT;hU~QTt%GB*bR*S&jMD%2)+IAB1uR zkiZ4I902sG<3JBG^0v;71@Dt1mkp{p(CYHtxzmc=i~s;gcO%?d2Z8Oa@)~I8&Q=2o zaUg8NAsHlsF*`*dpw~%yLw~qC6*|iub4&sH>|SI5PovGqH@0se5})4EDvj)1Z4Mw5$`Lha`o|;LYvw91V!)NVxn>7YL6WgG@(pa8 z{0HxH+ec5AtcV6g;^dQ%`2oN^v8a{~IhY9y;*-&YM7v~S*|%F23vTUvWu1hcd{&D?#BNySG#_b_-o7Yp64v>vq@<9ruPj)v$rFWFQMzZuj2{SAwDe7 zWKI$P=}qGsrq!w`{zYzD?szr-BaqFNZbJ|CIN_C2h4JFEyOc@2z&%1dJZ5ubiwI6A zxA?QgXj%z$_(pbF46eM}?BU>WyeAFeXc{ypksEuSv?Y-N3pyaT$^%4Sg*evt%AgM) z8Ba}g=^ z^?^uTcN73$h|ztSpo2B9En+{>E3rwy_16pNH{;pwSU|*IfEI)8)=&Dsxv3pB#pQ=e zCso}?FA=N|t;|~AB46)QP@D5z=`2XX}YiW`A(8R<9AzQ=bW8jCO|LJ;VqI{Jeb+hAK!PN<^r-DsS$BeYfo#p)d{H zL*byvQktv}m`U_l{eVmwJt%iy-52okgb4zsz;l|ti|{oe3Q&SNrP+8CL}l_Y12hd5 z-E~mBGwvOnMfrvY%l~+C24!h?eCTHRD<@`otYScaAWKUQVZFWV25lrAhyl6%R=$nc ze1!Y488{lLV2ob}3SjGHj!L4nGM-N&$GcOvm3f~JYrnb9W<>>{9WRHsHE<)SLXG3J zAP7&hhZHt&6wo+zI7Lvqb*IjwRh2S;TJ6tVgGWHPF!s)aCr}r0vm*S6IGb|jo+U`K z?%R}3ULbjfP@fTyrXTzTZL?L#!VT!`TFfFmQq8bfA@IuC_{}2-+!v&1aC}kVN{q>x z2j5Z~=1!X59MqZkv6l1QSj5~Kw-`MPqc#x?Ia0Ypz@6H8hGV0-e(SJ2bNeYsMKTgu zGN^ra29f0Uh#-P3yNze{>Hxy3R6rJuAAq+1*-LED@o0)1p@X5`&`+83Isr3+mW5Idl%eaZnh^Nw?`QLa0;*I38hOcgM)=fN&aXO zTw3M|8SDp#aAE!gNTeyli?a%O^u-L0Yks?Mg6_VHvl=E=Y z8rWyum+^^)M;#SgOqyE7 zh&vJUd|hE}5G}+V`QmaUX6u`pnpUKz4A{ewe;B3$MA z-wb6tvY>=(VNHAY=FKS_6QuOY4&=|<3z1sYp))WN*|&+#iu*F?uV=!*_{X`$mok(% zKPKbfKilF!b?h1f5$ElL($Y5Nj~=$djz%-!!8E(^3*s&6bjf|d?L{+WyMH;j2?(ft zL_K;I`Wu`Bh?;RoF1j}@V>m)9u5CX04QA8X$T1WfVke(_gDfiKojTNKl>efV@G^QQP z_1FYeYxMj-NX@zX`ByBm+r&vOAQvq91JR2p=f!UKgct$u!(HjFjGDNR+-~xh%xO;; zH(iuVQ=K5U`RcY|UdZ30Wd=*9B@D+vUA8Dz+Gzv}o({yP#<8C*z$Df_FaMfO=1sK8 zU&!xvs8T}v&0=n#w(bfw8_20!oQnkhY|IlcH-yn?+*joybdV4GuKk$PKnwV(r(p=$ zU$?g*1r|RuKj4}Vf0qsVY3-twkdfIY(Das^#8x@*Shq{b-v%izEK7*+Cp^h)lP@lK zo0ra|fTT@sVw+y2AVg6yQ}>wzOl31fq8-bU__=VScnyND{d&(tk^7bvkWSQ;&7Omi z!#pWIkOtr8Ms`t_qCS!oF3ch$!Q$>D@R{{=r}_Lka;gTij0(aP&Z}I1Lw=MGD0}YT zYEg-cO9x@xPgO}S)a?Gbto7k%AiK~TNvY@yYF}s?`>|3N`;Ims6XM4=-c0r&-TDVh z6E{7x=Zc4ND-fYg?tFA7xIwV>bfq$zR#)m7BrjTr`f!+*CI#i}@JPZYC&Wq)r~3c0 tK5_c<{|}oWybdXE{QviI@zI5oGmm;BZtGb*JuSW{$f!!^N*cfXKLCOSyPW_4 literal 0 HcmV?d00001 diff --git a/benchmarks/plots/1.csv.png b/benchmarks/plots/1.csv.png new file mode 100644 index 0000000000000000000000000000000000000000..5aefe3a78aa6b0e2bd2243772820771f7f4b1c9a GIT binary patch literal 36324 zcmce;^;;ER*e|>ZVS^xB1rZ5Br3I7*DM_Ufq(h_|Dd~_c7?enZbfbizbciC|ARQ{* z(#^T&`#kTt&R_8U;I$QJ&#akQ>%Kp=c&(}|M@oE+7==QSK71hk2!+DKqENWnXae|& za1+ZIdzI=I+cJ*9Uub8@zFu;<|v;^e(eZ|UOV=q${| zW%qv%;B;`Z;G&C|w1kroIX=*FMxiJ#A%AczQu^Rhp=uAM?`yaxtxgcSzc<@!{?~th z)=uzYk-6 zPvwYdA13dd=xY_m+)~-()okIKuj_vOKwe%RE`~z+&r9q2;39uR*Z%J5yCTF);U zpL7S8)NxS_k2KIY^i-sRL;B94A}8DZ+)gtOSam*U4(6CDNClC+!(#ClM@n-{8dHnp zhco2JguHe?lF$kdEcN4{8l2$E(`SrKO!68U8gG`_G(WP8eYMMwjO%!PnK{#Cu`he{ ztL+GPo>oz^VC$czx3h293nOsP5x1;ORMS#e;-Jv{Y*^IB*`wfZsye0Sp(4i{-yfBl zE48MG*XQXzE;2N*uiepvM`ScJUg^xb<~P%FadE1?exS(6h_hOpFHSf-toRyGBw0UDvcQ8k7)tC7?uW!jFeLnWsLV<&)NWqEp8gB$V z(s;8B@#77tY+pANN?(p0i}G(^)5uLNV2L#J{@0W$GHFv(8$(V-WksjXRp~S<&!%7D z_+~kbM(9udSs3lT$hKIn^?Idstz6Z#%-md-Ggl7XvW+QmF|kRJWW%%5qxBpwIvCu; zH!vCY5`~=2vwee{hbVDB-?P<2=dkPIVx502c3mH?CVQ>j-CO+iN$8-S^Y<6y$-BjJgZG#WOuK7tq&axM-i{1YB z?_YNOTQT$RL8K>pLu~P4K}COJk{#+#G{rHz;RVqZ9dSGsVF#YG(OQNZbyb<$@OhU~ z)M0f42C7_ndbr%VTBW7#_Y(%MCU&}SqW-3TUv$seK{&AyhF>$^|GPY z;@8__xwy(F-1HKTH1ZxbiC=lz^oC-@*C3Kzx6HC3g$RWzVn8m~ks?0jU36md4AoF{&L6=V^1aXSv*wJYfw$G-zIClI){iU*i4rM zCrpMu=?U-%te19+y{ERX_@>dkG>~Uv55>fwDnL~#W-TZ2-t)pUPam4qOZjUxTV0B0 zG|!$rJ6(64>+tw?WJ5W)EiET!u`lL1`OV$H+iAXwcEbXyjSbXs3;~tFjf4cwyMw*x z(IgqU+hx{+Z5^F@U#z2Rc7EwSD$wMh5^;A-_**t2Uuxdjv1jCW^5x9)Qzos5`yH9B z_>P{Ei(+{NZoi`jhnnQ5d+-nc?>z)`HLDBHh_Sm&PAPEJnwl?Ldjp%bNkHs>dcZ71sty2 zYh74Qhr0Ji{O6EAAqvF>-ALl9rC@(o0ud3>=KkOC9INd}x(@}hbfltcYHD*wGo|N! zh{;*#X@y-jxTtp?6MspQuXbDgyzM;G9;>o6RJ6XXX&t>%!)e`{E_2ExzQ|V#)%QG% zG9qN{ZNI2n-CGCx!^Qp_b$vgW6}-($#V!-<3pR6+!b!FNep1hQO&t9yF_9}h>y*20 z#IAR3I`Vn@0242i#-!W&6?bINqZQ9GpmKhv$w_M#SP-o>%cy$3ak4ihFtt2+e?ltm zF^Aq)#f$kLBPNELp07d8LXQdIp`OT{eLTWJU5zzx(`oSWb*MYYuH4^V8Bq@+yPlla zTnF{6bMgzNq5J)xAyg)uqpOd&s?Ito#e9qg>wJ!8z6=@iP?8E>yKQ1(a^i){=WV@3 zPP>kIMR0?5A~pQ)m`d#6Y`WM)^>cyWZofY2Fx6Pk@{E7ps#*|Qt}Kw)BEvy#T!Q|A zk<}gSd*U|bvv&|&m?Gr-bH$`TmCt%0mmJ5YEsAyS>grY9LVcmjo>6pT1zKDOTixP# z7ku}6MV$^S#12J-E5z<`)^0zl+-zg-tXw$IWw=+=&Q*W>^hHLO@jx~&zziMfN3sH+ zVWph8sHAH?EUG)Sju-Q(5_}z&8+X?v$a`l{Yoss+7d7ny_(URmQ9BsvNlSwToxUQU zt_lYv7id0kRZi2i_UW{Mv#`a4;G(#d0;7r^hVl15Bc7^Us=Q2qgL3qs9}vAYQRVu+ zFH1oIdPe4xZ!gU2TZ@gqbB}M*qA+n`h3-eI<(-B#5(ZkUvfXM0fl|R2qQBaW>G}wx zP{S{5VneL^QFfmS+Y?;OWB9KLI!^m{#Pc+F;PiJn!2|j*m;R?Xf?~e9+Q;4*AwfTeO0#>r|>Hp@7|J)LNw4Nr`~{ILpiPlwY^? z|ATXEg(O(($r=x*zo7zcfO3@7w_LN&TY;`CJCjRo%M#0 zeW_zn;cSiO30@I*lB`)uVn6GyExwg_GS0X)`+gW(>a?P$9~92|j=BB^^R1TNijeDn zDQDX#PVZl&{b0GnDkxu=i(jDf?cb(!a>*gNKBLOa2+5RyWICg8Rr-U*Io|RQqRyJi zuTLzmj#oVUqLF*`*stZQ-Rzl#X?W+P;ko9$DL*dgu+jW>qx;{VIKlMe32@w98KEM^ z`kkFTuZor;4RjsdQ+no8e^eMdAs5!p{P&9a-<*vg`7GjgN*{-JZYsWP|17w7DMtxa zp1+$q)n~5nGGH{M(9;)TE&L%=^4^}$rd=s^AYzQ^EF$e_{>_^hnQ}3f^5f$`TfwBw zz)TX>D=7yiBIzzA8Ja0CG6pzm#+K9_UuIL<6~i56>8!0%)j8z-`Fm^gN5Kt?xy*_> z<+pY>dUy3Jvy2@_x6|+Yjoawbk{p^e>gfx)J)Q6RFlQ5hdk%MUt@^a(-Oc-cYq$qa zt%Icbt+_(%fv3avWoF&RBgI?(Wp(+UL2E`O8pe5QX%&j6CUz~|q!ke*%R}<3HyAUm z143Nc?TrpD={Rpl{A#4fNV8vvh1urMJNLs}q~(JkpZ+bC@Q7rxX$qLpj0!QlMwDEJ zG#hSH5{GXn*a>z#GBR$MHJk{vM2Qcz24uMD7e7(?&UC^M?qbJ8A%8`9{bX~djRDVV zivFhWnZh4#Z6%kR`GLC^V+vaQcz7SNE8hJjSBPlHoeX=}p^tLi(~f zx+3!(R(F2#WZ{#HTQWnK)0Nka&vdgA#uIh zW${wk{KrRMb8EI-m|us4MGVPxp-2CEerp^Yn|*)x{LFic>ej(nt@pVtuXy+J3@W3% z4_7!oTkSC%c>lSf&~+I-6DWSA?JzKSrupl{?B}OhedBZ#7a0UJYP5ZAhYTilc#Y=l zr_5VDaM7faX?$sSSQoK0f&)^w&P;B2T)+GpUBgD=A3To{1EP_gk?T;D(nU95&VByM z?Fi@ju7?0>lmg>ddYVO@j>{C|gyq9G*K-YqZ{y#LlSdN$xf=xlmT zrDE!pEb>ADYxu@zea{3bQJv}HCgd*s9$E9O79&#tv| z#s)siFTG6IE>ybjdftMyo_#IOTT$@c2xdxrf*(f=3(IRYgJnpXb*ki~WnWZXF zIY%dP6+d9(7>(7DVj-cEOxvM-uzKx(4qama`ivIXy*!$M$Lik!2oyDK9FmIWlr&zz z5C`6;kbV!mCnQ}JE08`#`S1eA{(dv1{9eghV68@5CrakrX` zyzG!1B`#@fc@d6B&WFOH((aU@UrIOvwWr?lbd8uzm)I}1C0CYa!T%hN@OaD(4I-&< zRkSG?!tSraKLS;+dSWH%m(f^%B@drUmIw;om;i%|#NRIytE99W?^vP2r0DUVD6Cw^ z|9C(8jtlxFYUPy#dKfc!ALYm_$$+XxF6~dAdnxEj8pi(vTskpLxW!4$l z?_!P94CFy{aNg+uREjG%;dtTzjK5v6K6x>7KKA#07W^mYa2cN9-KIQ;Vv%I8U+whbfiYI?g@=d74jK6w0N!*6YmMj0(a6_$xK_O` zHd5o^T-AI6aIo)-jTWos$2g>M0wcJIpbzKyK0mT&z|1{XN}4kzUlPxGY}=%W`OLsd zh&D0LZpfG(Y|b*FmhP5Xbn~Y@3VgaG zKc17~%XXfUllQm%@~=9Tz22ejI-~u%p^&@&Nn>eJ(qLCNUHUceykozTz{96c(-o5h|Gk+1 zdk$Zcz5|vh>hoK;!aqLGUbC!GUfIP}=mBamp#3#!-0`ex&(pcJ@mJhrUCb^Nk}XHHSe+p;KD^rC$h8>EEzr zvGwdFC{V%U%sIk;oXBr?Oi{NwR-RZC(3skHA?w`vE4&6`u12Z+&T8dTzSVh?K4&L; zk4m1(ATraUWqzpX?&=t`iug&{_VN%{lZnAXrT37-*jEm{W_PLp3>qLo3%NO_kpcbk z7X!JZ-DufEfXmTq6+s{S7^ADmR0{$F2}n1M)~Ti5F{>oIgb%9b9--e8N=~rndhG$g z<#MR`7vv|DTV(yblW!>Q=+^VJ`M!CzLy-}opY3Su2zmUI9V%3pv?~VnB2aaKB&T~e zLa1a`YNMiRn|uE(+uB0y)578dLc1S-#uVacb?*-RyD};$%O3vW-gEvmrNmClJ(Ul} zxi|0FSI)+y9+R|O#bv-SX%OO6P(7Bkxkz05Nj{owBp*NftIZH+sk8=Ok{kZu@3mH| zV3jF}qwOSN*Ea8+$Ar;tL?8HUVrpQ5Y%XMk9~Q0mqy093eEteVly#1N6#^+QDbSiTC2hv0r)?MLdS12tO3 z*R$#V_wEKYLjN%hUaPJC9Yo#X==rJ7XLrQn(#4DK=6nYWv;;`aFVF}+!PU3+JK2dn z&;^;~%vE@+TcG*Q0ZHSG_mGWDPjk7(;NJf?nGhKp!;6(%zDWFzLReNZ)*exfoKALz z60HrF2)M*RCyRl?7r*XzxR}FReg=zeuAu8^s}~MuF+^mE&b!Uw*9HFGex$WF`o$*p z&)xTWRW5mXOuq^Z##}gddS?sYy?e)P(UrveeST+t;NaC^>0+`B1|1NQA&iD5FUi0y z73=J_J~=^>IApvAC15kSe0yP1atA0(dl2c_nvp^AlK|wwo3BW3#=p>28%UkI=hmGp zdO8N>cP1^Ej@#?hg`LmK>FjFtcWsd=b=@!_a2S|@$gr`%rr7OAcnE3-mh3Sq!SwEELZOQt(+ zH*UqrU8UoVDsve=VTd9OJB{zvU!$ z7oSkkF0)iSOWC<9s(J6F;qwVsCjS$VRkL~WG`H{a{EwyWgfl4WXXd(7xR7r19}CtINTDH2v=YvarFom&B%8TTjT9nu`y_^0o9_}nH91(h$oBT1-VBuFgg!snq2xdFREOCC#`TB7sN{s)is5v^}R z$;fk&QT^Kw@mvf+o@6c>`yf;z?g~XC$qh^p2}R=u17`Fsr6dD|B>mQ~6dH>*zQfT- zKg|Kpn{t-|7mWodwn093F^Dp)#}Kf_BUly}x6r?(T<>t?2cn*kVI@(mNOP2UpvG8s z9YEG~SoEf_=;=8m(@rqNIAGHFN0?Nypk!G7`+r>Hh?4N0F+f%#NC}c zy0=#G9SjeBpdF~LU{y;8tYibV2qjuB^qQIEZ?jkfCO(^AWrr@)xN!Rx>HRE@#&E>R zjoK>xC_p}_Um5b2e(;kC{V@%u2#||g%B=ctv9ZZlJzr1${THSW#m1phBL72;3u4B* z-1&ivCY6>~?gnD$q+$MK^pZ>)Cg)>75b6s_s#vR9?$CatnqESJLQ%X3nATZlY|0DNo$qMt%YdTOR5LFS@f_Z@o$dj3p z(LGeiIsU{;>_dx=D*{Ln37(O*kFcX4ylTuftfU2i;I-ecCE}u@Zrzj(xii&oK#t~! zd5hb^DVfFtFZ=n1G<_0?{@~u zG?Ura6osM*WlM90?^-zf2)_aFnc{ak;_V0WlHUJZdA`}H*Y+s^Lj-PGj}ZE$zjLMU zigZ_!&@8-K%@i;^{R{3!;yN-7X`ut2q(N2tEf?LR1Gmy8MNe|~T6+UKz-f97^vkaE zFY%=sgkVk+sM6x2pd)<JhE-Du2h~dJ z{byzBkiK+1zy9@*H=;>(csrf+4`WVu6ZRHKideZaG5(3#Z$=Gt04n!_IZ3+=4oXKR z3sX#pFaXEfF=4n8yBPF$>`(5l`>q({<`yD)J-8*AXiPC(07fDPSOyA10^`*MyhD{A z=>I&5(`{f$T>_)V=)y0_@Pzii6P=SxE4@gJgE*?D*N}^(NwDBI!hIi$!wvXv!NFpZ z3>ZWF#yc>9{dpJe5aZLP^&9|I+lTMu2gWx#si7nUf%t6z4+JwNO@845u(EA5c0&ZF z$+R+7@;OYCG@ySG#t7BX4p2p7F9cwcWnD2FOhJ8KgpVcnkR$HXlkfGZ9#z&@?JKbYRlpzdxxkR7W2JQ%4Y+tyT zKXZ>UIi+MY#-H*c`nNUI4HSyg7AoE5s7=ws9OVz0wj-YbU>I}GJMV88djJf`f;s^( zU76LerUJZGnHUbeD;uX^V!Yp*^imluv$_eILlljW(*tk`I#U46dQHv?JI%Zj*&Q}P z4CXEU!!If+VouwZhu3$(wQU=7sONB98h8ihszS-rrcCg6K7;;BQpYxlvD+a+`RDYg z5)}JH7u)}yfCYzf1DF|k*W{<^{;AjQ%DZf(#J0K4M5PJ@6`6v1!)-mlLM33IR9R*} zA>4EqAu%3XbMX>G#l}+3Npxp$z4&$zM>xS*ez>JiNJbY0W>_ouZdp#VZBARA0_{_N zXB_J_TVaX`ybpoD(SvHN{Hz1uP$uZm+@9N(tlGt?Wi~@yB3(fCZi6QiLB(U<0tRDz zs8)w)E=KoN?`05ki}6VHPY!o@qJ>Glu8nr(JYSz=>afBLr0#-x+y>2BiC*!+gFC<1 zf4siT8rIvEp@}A=5u^te6t!M|W(YKqj7r?M23)K}>q)?%eIl`%xI02+o|SNG2fu@_ zn-1nb-fX!U-g3CJJo}nC`GIpstdXx(_>a+ zD$kON`u4#xeDL}b0_gyAE+cC# zBcCq^3Gof!zKd?T?yW^Bd<9Nn8{@}s^Xs-uvAS;40II<29J6xLLcMQ$42OA2>KgSx zaeTs>vqsfN3Iy5u^X6W{UA*VI6m_5rKDU24CF`Rf-UfBv9zoaDV^i`61|LqDfQK(W z{j6?T3kcX;96;E_pL|q6NA$0wT|+n3RYVyPV4ZSlAxQm%u_x?-Bam5GRoEcT{%u!M zQfYRVI?hZOSuN@Mc^~;$gY~|FS6YumEF)+YN2uf z=3v(20!={NXQwCX9S3hiMEp(`cZQ4v45VBsra-KC{%s@}EjGl2XeGTa0*650`>^+$ z#xJ5a2(Go!--}Z~Gv_|adK2GHsSHL{{vv<=Um6!0Y`7cV;DP^tz`V2zr5Nr;=mR>D zVw183-crc7fz8==i@K%US6izVij$SR@Z93r@zONU?NBQERf73rwzCMU3RRd6)=u^m z1OYles~LO%TU&_7sZndTK=+Gv)fS1X?aMlqAv*)%YSq}c1drg2Z@GdRkK?dskWw>d zr5W~*TZ^C(ypu$}Z}7PJLQR>J5^f>7&X1<1R`Ba@|Bw4MLOCsao3fK`mkd`zSA!^E zdr=Twdu!eX)BoA5-M_gbflmQ(V0Wp*uHKady5;lj8F`%=W!^zy5!A2*6BqZBky49( zmusXhA+g}v6dKl!dIM{!pbCrkBxnN%kPB3emoC75(s_``(72pbvi-=Ty@}^W31fUA zi*AMc`|dmyhJ;Ni;k)>~KCg6N5B%ObJe`!gE@eR^Dh8(VvbVI|?L03kSJwQw zfEkzgfussQv)dhSM z6?83yVn56`$!0ZrM%vZX^`iIvd&9L}d;Fc$>s8BzyrTC&oUp*11hc7AOscl~Wfa@v zHu7fxgG{cC+`4sZ-(h*IyhtbC6L3=w`ppuQqKzr$1E2#Mo#?70zMWU+i=50}Zj4v@ z#ndixb+8xJJoWYPp7h>Q;&GN95?S6G?L@CNKyOF+f9#bXO}!s@?Dq?m9l5@`JXDl| zlv;0bpFT%t;2hFk%eT~@PRq;Mf9Jc)a&>%g(dElcC&-MsWjRF?9if9lYAnW`tWyTgj@MGfca8RZS)(^&iYK~B<{fA08rwOm zJG=+`zS#3CDJhKPvA=fYZ>0AhKm%%V=fx}uo7)K#G<8d~OZp5Qyts+Nk^|I7Jy8cI zsxC}YzWUADNNKZQZQ(OI5%=PQ(*Q!c;+11~$y+^kz=ihT7nzUE{Zn8{XD%t zOh+pVr7#qskcEw>_px{rvN#pz0x%nb*V^DXcS<;}37M9t|KJ;Z{ulp4Q(SAq(jGw> zZJ|Lhp~RIQZ32I44B8H>gQaRd{WcAQf!i$qPq_Wx=%Chr&F8vBscquF(GrtG*ye(HPoc{bEg1lkG7n`9rj`Hyv zZ?AAf0+4xYpvHiY61>nZV+_U)?j-;7HT}x%K7}j*qo>Pt$D0b52~ynu5WNl!)_*T zNlOcS$zcS1z=UOn;Ls(Copq-PD7i>DLkTr-5-1kU_Be8)dbKv)AMu1Dh~OEjezn!n zDS7(xtQ!)Od<-SfC|TEX6y&zR<8VXpj3Dt5p)q44Ju2&)%DvFt#eO+}mdxEETOn4r z`qQKcAKHVK@(6lX2@f)LV7fLscZ)KEKpO=Rx_gB}AEJ>i%fFN$x-nnhjbKqwb0eWg zz4~z1tucFZRVm^<<3V@ebXuAs8m7bsK5z(cL}7(Imp}$HsDSi<0xQQMnGiV+3bs;{ zYGC?@cY-KX*f*HV{vUQPUbuRPegcs2iJNoDy_k^3U%<2guEL4N-#{)8)!>04z{#A4 zfaquUe@}U0RpnGN=ezE$lUE}-A~%>a!N4dCJRn>WPnufx7RzpmnyLhEmv@!j$ja{r`o!j3+e z?t0}hFcsp30)Zv~W|9TfT?KJu06NBAVwB%6nkut;f4o0>RLZ6 zK03*(_z@I<@%W540C+?-U-ugiNp;LGCTs-#PifL;&j5*}ieu=+ef1$2!v=slHZ$`U zlAcBI2e2=5;eB{q_|$Osnj8jI1LQ@#7-56qJq*lwb?aXrS>XYfoC#07%8ULEiPyxX z->_P4@$+jEkkKW5nztVLoW=S(`+2;GhZDy421+6q?kx=&7A=(FSO^fjp~luq=F+-@ zoE7z_is&*^TxSfT9Hz^>l}8-5f}%R^$Bj=GfWI~H)ta?M5w-or+qeoVH%t~zV*m*^ zJ`-kGdP;w@aR5^Fe1LB$;Z(YF2$*M@<|6u%(88rsJ>+}O;G`tWDI@<%}{oblSJIl)m z*O(27u!UUXlTY^Ee7I$?%H|1KECuLgCws^|T;$DX9DdSshJr{0_iKa1k#X;>PV+M8 zO^)I)hn^%tdaFWa7|$4q3c*`5-~Ivd?as+>;MEB?`S>2K3LxQSBKvO}po-`0Zy~${ zp_P;<{}bpW-{5Uwh#?M#DMx$JYh1(q^48K5lDfXmt%bmh+iUkGZSupj3hBtXHi)nypKWPM-!1kMBBmMbXznkj$) z&^Mr>4hv$$fbN>_rW$^90ke0D&tbAACK>cYG#&EaA{fXI4e)v*;a(-FSddQJpr4o> z?XKc*r8!PF;PfwQ3eCD*9>@;`Lqv` zU#AKlwVVUY*jMM{)xO6A?&J#0;t?Lp9(s@%6ob~Mz|3`VNW5eGf{JSh6ljQ6-FvQ# zIOGQ~J38e>Ij&IL*6tyH!K9pInSF7=wRO=1a)=N3?Z+(>WR@(2SO5KkLf!(xz9|HU zv!9tQ%`c9ADL_nA5nl*=cKluVfg>vZ;ifwjZu9+l*HTy=wCA4HsZhU=DG00e+=+~2 zR7hY;J-q=sYp3_&MM_GGU2b3Sq8P-<8i-x4o||UG-lsp}bsYSpr-eA_&b>F3y}b_$ zOdyg;x8eC|81WwGyf_;16L3?FRp0U-UTqCb(!}8_%gT`-~^hrAV56up!yQOPNse4^g_#VeDwdT%Jt z_DD@T6Zn+qdQ@{Mnr4Ju7U&VOHrUwp;hsWnN3y7%(@cx8;af-YA2g-Gcl3GpefEC` zXWz(Gkb^~GBUaL5q$5XVh9_- zV~UH&RuBO^$NgrB{t1`vxBl69U5e`27`?u6F(71HUm$y&y}5^^8Z~-KiBn}Us;kMfFVrhnwy$30?;rmecAE&RJLz+JFrNja z=uw6&>HDNF1!|irSGL6m0A_v^6h-Y*w#$5fF`M3UyOI8hI1(WxaupbN3?yfLbgOf< zK&xoiZ*b5X@vaf4a1+F)IFmAVtEIxUx;(r^z8BjDMYWQjofTOuc@%sud~i%{S4ZNr zB^l6XA>g1c<^zxxv`E>}uXc%Z{iqYO9@8_B2!oEc0rYlWBnXIt0$>`$NKiFwR%y8@ zG+pJRKs|g6?9=IZ{~1qEA?Q}z&U1?W0lby(nN<>s5J6@?t}gx$NK`Gq?xtmiI+rnY zRj=2vyOHnOGaeH8^Ltj#CwnROQ%)3Lql)K_g{=>xw)lfaVP_}ne!sz@z1d(8E*TyX}@oqXA?Z-b;iWiD!de#=!S_;G&S z%$N*2%BDHg@4MYAH*dG4TkGi>FW_LP-A(FG^^1_^F})x2`Sy@JF1z|l^l z#9Dl0mybH*z|nqVYWUh-|1(N39D^6T7SCfnLxkaVH#857{9%JM8EZ0gDX3b*cxi4Y zz4qdi2?uHI4}HwcP{sJr0mkS_aCfr|#JUB%dUB93&Pi>TAc=I*kVNifT<@}o8ET!2 zuhu<%R#s@!ui~I2kvWD2_oDV7=B>5s zhBw|Ya21ETt^_{zPP3=gc;Wl&w!qEK9SENHQg3}>rr1Q)g<$njTTURg)J63blg*R#a&lqLwag~G~Y-*$IM3bsjg{!_52av!s zC`_6H9IWWJ&Sz54$)X0*tnm z9SyxMZm3zP&x&MG6hw-ume^Xu;0a;9i+w7jZ|PK=f7JfHO4A)OSLSwhBcIJWbIy+% z4-mNw&;MEt&b;5wECqpOg`nCvo4nzu$9|@mo6Ik;(30-cOM9XNTk_Yd!(ty*wrPvK zVCeDsNg7P{aAZFD!lB8!_l{DYX2q*jU-R-rQLnFg!b_J1R#s%n@D$X8VnX>)eIf*T zvy&<;_^<&pG#@n@XV{PK>c(!O( zpW|kZK*uH2^aVsMR{r(bOrdm8iBiuO43g8V(s?~9E3FuO$qDySh{+xNdCS$Y2T>Zj z34CFIipbtMiX6g*c9_W8K}hbdVyo+(L9go1NQqo(2|l$V?UF`u!OyVa2)2d9>4Osz`C7FBY z7lVe8l*-t49q`r(AaK)Z#A#h*$Ob~IyNL)lC|^#({1^Y3s{>m{xkBZlzZST4=zDPX zoO{l5Av&`a5DMCw=QeALt7B1)Pr~dH{{|ty<4&7|agSWEj5Txe_h7Q%opBT@4fLQ} za#!)EO+hp0D|awLvWQ3~uF7TcDd%CW;a&$%cihpi!7w`(_65WMtuVDLG6wwJ=%nmV zeJ2p({~pM-ppLh9jlS3Fm(NeW;cm^tUX6r0mQhPti;v4!DuDwj0CZ=D4P&J{_#=_CcV~4mmx{u-vjW_u?oxnvc2E@#3HKr8zqgX*s#FxlT+;b21=@vzQtYzRov@kPQv{vkW;Vh6Ur zl8Nm%=tuTnvXzvS9PXk3dP)hhpndVPzp|CE6R7*1fWdsha)l^qklU4A32gw>LnP1e zQKlq=_gUbTl)nlKi|Nl%G1~C;yk1-M;pNGS%X>!DFmby~Km>BT?}c5L;*yzRpA)|l z4<0P1x0NbTfuOL~1p^v#KW~ij9~*~_1DB|&ZDO##upf2K>-vc=s8@6RwDv_u`p$3(F zdrzi!8rg(e!qd)%g^CajTtBfh=J3y=jDXpatI5xhlBF_~J1H_)1{iFqir9fPl9#j^ zEz5(aDTSo8V4gs$8xuQRxLHySua}Q?3PhmIK`o>Bb)V?_uG zU~B7{U6rZE(A1J0SfBiR=lmm}kYZeb1UtqQH*49|=O5v-KhBR@^V$AtQ&=gRtr&ml zmopv;pR8S`7V2#S5L#=qub&scmIIJW5Vwe;%hCI@g3x!MLZApZe>++M;H>|}Z9)=QG;&oNjuw0+Y5!R6UHOEf0nE;TnBLP! zZ1=8Fdlc*YKi&42U5R}pJqEl=Dc*Hs`kPhTCm!>Th@50kdBEm3&W@(e8ht#Asmw3p z`k$!L;!nF#uxSXcr+l~#0|RBlymbKx4pJW9gGGB})B}Rf(byM$+u@$^p@+*3I4BLm z+90^Sw{@^rH&6FVKCk`we$AdxDD|2_v+kJy5MMJ-_n} z3{VmAfn@k=O@KT%=aeR~55i9i=yeb26}yy{?O;C{8>|8SVR+`YMgzoN^e+9LV~#>P zeLCMcaNGe2*9P1{qo_*3)FyWxT78v?)1U_@HAN=97AcM3ou-sn4!xK;;S|_5jchOi zDlxXL1k)AoH>AI2!D}`bH>RI$k0m>Tqyu;OQtA=RclQy09K4QAl}?Vs$9QRmT{-Um z{(MbIdh(Edy!v@j%|_#SZZL=aNzJ^sU;c6-buih+M`?${Q&@(UYhGtfUvsopoduGJ z6R08hHATvgSq!Sm;*%mEEKmXzvJpufQE2HiAVIf4+P4(!Oo*6;>_g@IiZtK*s%J@1 zD-rdE{(SC*Dp0gg(y+^E@$3}gGq3}cp~+R5!m8gd544F!c+-OuLcqoJXt zM}06bUEkw>a)^+71we1Z!J=W~dfkyS?DDz^D&K>0wd_LganS#UAA`WNBt!!;?>1o* zM8S`Wx}(`+D=(<>#@zo3v5Z@A%a`GnyVhYVTXqYd&*8R94&%OXh}rFu$FMzSLvWdY4!pzZMnEICp=rDaxYnydxDMNYFQZ%s|AIK* z@#+n1Gj0PM#sQMq<$IvS*+PEzqjrfTQjku^L2x*Gy8~Hvgl<~^{w-It6TEy|cv5oS zf59&||8W7q>NA{%0vIP5jFWpV__}WdERc32N)J`%64imq$39k~(eqh|A`H>;%QV2x z72xG_QLXl71TS({dG1(SK~CO-K^!cc#leEu8fXWneb!JYUR3#Qv@)ke1rn0U7e{mI zNF*Ps*ii9U#oG>-i7$k&^S#`hkJ(kSR@hQtZ(($y4gQR;ly%UHkd=01SM3Ng5o0M4l!>8lT1QO zS&|<_%r;&@!aKn{PIvfGodigT3+wOtz-U9F(Fl4qw@)*8DT?`3prs-kMic+13K3E% z6=Fl_gq)-~>-L|j3z7Vyk>r?P`WOK_nA?$%{Wq8W1uG%%_omoX8IY}r}rn8Ov_(0F>-!FsB zajyE-*Mhq*z8M}7Zq2u_I`GvzEWB-~EbE}hDW$0r+fQVX`Jk)DNxgD()A3XAOm(Qj zOz14nY!cq?r3No_pku!9InMWE?R$~K*xJuK`&^e&+$8{M>-p$z_`~*pR&f8%y6c|g z7SJoi++M6VOf(Cl7EoU4;J1?6yCSyHfCpRKfF>hGTNViCn*-`9=R`5q=ax&~ZJ7?M zoS#{<51kDZaCje_LU(aMb>SS|TAg8A^lg?^qcizkT7`pAj?rSN$wXe2{Q*`lNi{Zv~lh2g#o;r?x(GxxK68{HLEZm~$?iMLj!YWxTTg z%wj603`F@h2o$c=8yc`p0oc8chG;`{fNn{&K*Rxf)o z-9J3ruRbpFqF#Ki&h9Zc-)bzbLLY$>TOLE&yw|$r7pk-;cJx%GWn!x?dOcx^Q8fQo ztb@QQ#V=?4KB=o%b&4=nwsNfnM(5|^H-i6Y>A;*!g~Ey$(cj!rz0KYt}}m#S*eU zqk8#|IXS8MOLOkrw6EUf_OM&&aDlCs4xx#R@008G-pqBg6RIQ;w;$jvvc|9%m2v7B z6n@xTJGbt|_B({+)GI;6C@1tU9>d`M=kz3vtqGKNjQ5mJm9JvWgrBe7hQb@ks-7L! zkV7F!8VJVHSHHQcIU0y#`#f5K#<~%2k$e}A=F8t4{`D7%gpD3~ZdSaw|3>`mSRGyi z6X2}YUnW+~{SqJq-FkQTT)%$3dy|_-s$8k9XpWW!msZEh#SX=k(3jL-6}CpBr95;c zf(F<$9+|J{#r{58E;@LDr0^o_e7U`Na_(+Hb4ZsuUVIP8DDL_%WPq6#i+pJ& zGa;urAGn@m#kH`!7LRS6n)-p?O10Qge;pmzC3h7|J@cxA;q^n_*uXEul$^GogQ&45 z1`k1yo8ABSm%%3t%D6VT4mXkC;h{>m4#6|!a;FNj<}}`+*xPRJXheT@l!OR+-cYvI z>>LlqV?1wgD_Er|XeG%%q%SKy%js;)N%*GxJS)8oSptxwf%QgGW1c?w;X3)aU%Bem!K+u*XOT~%!>dRHy-R_{`O0HG+D98U8ep0|Og zhCr%6rZG{eOTRwZ{F=CMjkiU=OTbOCy(B(*lI1+@Jv9I{u>0YS?RbUSi%;6`yf>G4 zXibM-d0e7?{`(^Fe)Ifa%C`CL@f*u-*CX=S`_I-NRZ1Is%>G)Q-B~wpsqAn`!;zHs zBQrAMmol{Jx$oI^Aj_XD7_sJ~7hA|6$|ev|SnqdJS;`f%#DR_lvvRR5d`(5shfSyK zezfj7kuy+p@xu{v6L0B=Y#u2R_LMxYBOG`qPKHy9K+>RV1YDKN+ht>xFNrB6x!rCg zInB2*43+1yK6kTcxtvoNW%N_X>!)^w-GrBPvbWzyl2aA0Jfq4GZ*hl8Tk-vM>Yf)K z&aItV1CiB5b&_Hi*UJzIQC9^&QXI+Otm) z<;CNgl>ud3Mp|nrC#AMx-yq*X2oKy%`O@rnrS+DZk5i(uv&15H&Z>Od+bnb3ZNhBx zu#u2yr;;IL%$RwW;gMOI%w(R2GGvx9gmc|}zu$9yXRY5l>#TLo^H1w}p7#9t-1l`~ z@Avz4nU0t@@1J%2`N_KRjli?+d=0JXfZs|ceeBsN>y_I$;v=kgIUCpa!qc=yvmLqk)F>1zsx+Bj-5fmEbqU&<&M}!rxm=6s zWwpFHP@u{&P!@IlvNRvf&YP)LU)nqK?&7JZREsYqF4QhNDxNgR_G^R9@8p&0hQ4yQ zYWZ`_UE~fY5^2XT!okn50v{TBRxx%dVb-<++$W5RSc0n@4)gU$J)D;GkuMiY;;0bG zod*0LLfIA#Q6VclpA0-77GolOn3TF@#nZXKr1r_)r~LW^al5Kt3ZUhO!Tod{ofY`o z)~B&^FEh3d6PXO0UnuhGu!RK^9)5=wW8!+4gmT4|k?K>Qy~0CIY=Y%s3&`|67%XWt zAaYQifdi{=5HDF78*%-0*d9)->>wKopp_;8WDo@>v&N4!QWt^Nghh4sa1r}eQ^<*c zVLMmexq}gIqr*hFxZIf|931P*W5%P8eoz&clz=<h-$7v2CMnK!;eq-=M@iO#<8FfP#wY=>1C)fqkcg@qfdtd7<{kjkcSdc znHLe}lB#KmC(aS1$BhTM+1c1+76OSuQw*XdnII-e>3746^-D{nYD$}9v*lj$Yh zATwj`k=Z>%S)Whly;1>Zl??YGaM4Ub56NOuerdRT3i=es#m-^}iNV8v%ZJy>m>|2@%K1SD+JL2S3jwZ2O^b`Ur>*l^ur!D445Eur4xW#OFrb{On|KCE)3o zeg*C{?M&)H8X2sMG#POfd*>V-#@CRY7{du~Vh;PWvhGdfMg21c)tj;Sx$f&tpexhT z(oQ?F!L=R%eUK(-JY7I05|k-H^>{g)MUl7TP{=lx0PH=8O}0%F0?Lu?Sw7jh~G|FmkR2dw{QovGKS`9Oh>`_4cW z#Uu(jp-ado1Sip$uiGHNo7WS_k=3-j!X3-DcwN=@HAmgcIfOer2+{>tudp zoU*vi6rUWskqXDp$MvFLl9c}byKjZwO+rdmq$hx2=WM^K_Q}Bh@CkYYEK%bK%#g7XbtMFjzR?;y6whyBHvN zj}5#s8tm)1`n&#El0`q>=NhY8WP~e{y9)wqC_de|!dIcAZT*y|6ub*>rjj7r$A6aD zW5NcZwze&SMx{lNNpmNESTW0?O%(?UNo~=4^X3zDB!Ii&Ij*XjXnc4AmI(giWZ^?# z*VA{*_EF!GN;fLXc4sLq%4&aSKOy^00J*HN(>Nst`STqNBol9yrJyZvKih>V0Mf{8 za3BhYJI5HpaOXkFrFj&${FurMNo-$_e&M@q+a2T0D8f+;Rw|JT;IbRwjuEBgs$K;7 zk$3mxMvaTY3yORQ2PwUnOWGjwB@?P=%}v@p{Nwv~@OoE1+6Oa~>Nhr>9P2?^orlV5 zQ65}|L`d+#_3hWRSTi@!2L0~HO=mvk^31~n5ZSH=MC6l+Qh*I6U zKyoZ#?{&p#Er3=v=+v@2{>kPB3UHdV4^g^y7SGup^Vdl6f)cmiD^4gxvtowl6?8#j z3qY17+vST%3v$4F{dfwjoj!u4*x87>9taH_B#Bx<3endG_wzw0d2&otZpf)6>d+dS zyRx#r!}cGkR>4L9F?CHkCT~Hqnw`0v3q;9py7TVz;V(mKE!%5Y!3KIT0%x!A3yjuN z5X&CbV5Yn*n@kFpN+AUXc^52EDDB{9{jduZuV#_D3Z?F|LBgZwf!X$EHsLm;X%4h>7BhE7T*qQ~@(@O^ zpRth`V-P%-TzGa7igjFO1cW8F=^|&C@9{tQta-IS2)ZZ zejH``w?#_cWV#sk=s$<9tQJ^Xbkz?Zv8XgzfJg{KkIa26NvLLEfVcK`w$Y%iz?Jw) z*Xb5U0a65k+Mo9nIOL4;uu+cUxiX^ctRugQ?MYWX^&&7(aCf6*FglJp9VEKJSpm1Y z?!w27>`~EQF4qh^YurvSwq&q~(mjh}sl~<`maKE;JL|L4qMQU7h(}ox?wu9JockIm zV@Aw|wM&xgGrf0j66{Lqe2@0P!a6OKcAVc(XtoOgP;|W|H=;exJzbhzyOQ|LF0IkJ zG!H}?j=MI(+O}ptx9wgN3_HaY{b(2G5?GzW;4WsZ$CM)#KWp z+2G=&xou&CUo|ed5OCv3{3xgM&(5h(Xyk>#4i|lB;dWNnhjmdqw(WhHL@>ZML$30# zI?Ak6dRyKC%ai>YEq!k9=ZTRW_rL~ggdMi&m@!mVVgFh8IJcgfK zqy*yp2*)^(%mI(lI!i`m&!j~m{(_I*9`1k%s1Rw`K*K|>(}r{PIC>c@a(;jGo_f0p zK|MQpXWn%(KO8)YE{sAvNaLry;A@#^T9WFQSWra3#ySr98@ZRfKUIlA@lb@2XynU5 zRtV^wlx0|F@x@^ZaCsPl?0ZOpcCb-CJ_=9Y2iZrA5~)dt7@04oDnOb+7Fu8@ATGp} z?UyXWuug&=b@m;`oid51pQa+(Ec9GZ>k-Uz+Thg2xsJMJpkH^c%g-;H;2mFRAh-(!IkhkR5M(Ss z5JJWngsZ(^@V?LhTrZu_&1r-lI=Cr?9icXEhE{^#e%t~p9%ws|xRjYepK7ICv>I%m zUx=lsd>WC1Y85~r&ESdT1|-AlpH_Oclo;;=MFu=Wb@} zgo1d`2v+P%BEnZgMsf({o8>!RmME`k!EDmuc8i4qlRPuv`U;9(USn7;awU&neLf<` zhIxMkzV-T#;rH2{X(mA4RViky#(2|dFt>=JV+wqME35K2^ya7Fw23Ulji^n(m8KjO z3FjU}rGbX^GZUfY&(Si^RnAa~9)>5(h5YkxFm5-33k4!F-{|1xFSWiJP7Cb}ibs2p zhCIim_#r8t6C3DBaA0rK_hj<6#gfD$&8YX+Czg6JMFMvw3=*317VQbPkuUxMe~b~x zA4!rlXF03RSh6hlejURvTqbu8kVY?R$5>wjynkKhu6mZr1@-xDI(T`hHv9I7)C z-)(yb_x|)eV1dxL#-OZ7OAUdm)AdQ7=oy}fmzoKdgZ~+{nabR8K zSC(_Gk_R--BrNAefX0PVJOm+%z?sMc#+Tw9oe3fxa#}8U9}qj=gzH=@Kn2@aCd_s& zq=Xe<)Qh-W&sH7Xf8o~wTM(K{=#2J^PPxIrhH)uRg_2ad= zjMftBK9YKnNsf57;ehkR3cqFC*HRzsX4vBwpBlrK{`3^ziNLmfar_ntg)R+x1cz%4 z_p>RU5`|IjL*H!j4TLDp$uX3W*5fc&PcGNf3JwgM&-+@zPOrsITo11z0bk5j*6P_% zTc&B>Z&$c)g_x4MFx_e=qp-YJetsbsu7IWS;4sRIwAm}u?gnL`DicF8|2_yubrR>9 z>;8!l&(J%Xbqu1>3?(N_u$bYet}hBV!qhUJ$zts3;AP*_`0zd-K5dlyXCUrRg%-QK zZlM>irw(b}QMgI_4U30|0Q{#93>y2>Le?K>OKe&>?ctkz<=p1+jH;bj zri>t4d6$PRE^zMdZ(0%)OJW(^)mw5Tia}2b*UClA;m4CFd{{Y4S>HzHC%vL!N6w$2 z`!0^YByNXk=*Uf3chdvhf;TT&CEVX1zE;|VIB8+=kI$Q3HW51hvTTR)E-ft6*BA)Q zw8TCgCXJbja*-oZ{uL31k-?n~^wKzZue2suvP+f`w_e%WQTV9k9wTZv4Ud6d#0VC+ zWJxOHq2p7%0ZDXT9N7dVnq5-uGnD?&taCvh6zB0s@#kvc_g-9d+>n>XXDWb+_@8 z_A-a*iN>X@_z!cM9*oy!Qv0*O>qujX7koOU8IBY`o^iiefA@x(y9BJ|n5yTzWc{R5 z^rr}sfjXseC-4{?H+o2q%q{3g^dI%OMCGxOM&h^v+x)^#7r{F0#+ z96{#mE%8o`GGD%d#QQawU*R$Em|aFtum$#YA*Lp%Q=xmCE6+f@5ajA*e<_=Q!Q6TY z&&%qA&7V%yP>R4BU32Cw$)v95BFNM+#&x+J_AWcsa=PJy*2U4eV$A8Myky*1;zO3n z^q4*f#`lBoqs|Z_Xlt+w5P$0YwgR~**{5^3dU&^2>6U+wlS5Bn7qAKMVRzg9?+*E4 zjEIDC@E*=u7C)n9{7AM#wt*zrRh=kl1f??qe1~!C@sz_Ub_zu(-oJm34}oY<#Qxsy zo839S#|uy$UjqHMsk?p3Wr2-&Jhz&F;du`4;RWwcYNi&DYQv{~0L+;O7408*0BA1v zH5Ux3Xi+@MQVgaQ>+Z}@6h%RYMQ8|wLw2+of-S91bL`MRfaG>kfA&poebE2GjCTV$ zdBO7?0rs;-*pgZ|zy;K{+CI+#MHDba45d#sW3FBX=YMWT9de^Hin-)MT!~Y)PBam^ zRt-S$ynsR_C=L6Qfyx{Ci-9P814Qz6_c4$Hnh75Oo2`TVW`F_rBM(O&3Dk6gnmu+p z8oFZx1j)Vf-U8!?!C<-%rDPHBk1Non_(cOSl(l=8*<^jD04M}q@el|{e9;-UgQFza zrOeWUk%>J{((|??K+q{!*PzAF3~xy$-6l%ZJ^EWBcvTXa=_hA@2?6{^njjBZ$y(Mg=8YWL%6kPkHw_ zPx2^64f3soqtIC!06#!CTrlIdh;6Eru!fouQ2r<)rYqz)8anvEwf6cM%j1SXpALza zj1me{u+fb#!f$-VSUv7)Xr5_R3*&OYp1={p*WY;&$&5RRM)Q zVm~03H2}L&R0FON;?s18=CNcG*VVF*)sHkQ_}oo`-vD+S^+9oVorpSV6qbb}RRlP~ zWWnGSn`~NgC)4Fm)sJAY7LU5XRcEpup7hy8Qyqu~wZn(}B6hEC`j!yHGZy3_te>LVlPOR$EQ0Ssvr+qWF=ThvZa(Xtze-VE%aVc5 zPxfzzJDf!P@@9;ohq_*R1gfjdaC)_M2g|H zD_D|>-`RE*dKw1{M+wmDRoY^(RY^hA{k55ikI!}!a||n8_Os1AJep{Hw*ZU=rl?SG zGG7Os^H1OW))5MN-c}c)BOM4ABQ*qZ%sN^IEgGBzBe0KMi?Yi`k>=baAGK4>KUcLSp26u**~~1JJaaavumNgsAQOEYR-B=Q-@JeW zJ7@Znr5^glcUFu0HRZ#WYlZk#Nxkhxo+vSucy!Kb%LrXH|3iou4H`_B&CJA#lDLz} z`LU;vaaJy$txE5aX{7aZxTVNzwl4AGAJyG7>mX9#RjlVr)R67Q0= z7e9bVA4dOslXRxs`O=FXU^!9(OrvTexPhwDk1V3pA#~z&6VHtQ_Cz1eUeYo*qB)iJ ztU?1)%4=!?K8WDT$i82kwT?CpsJWXUPm}uS*FwPuZsUIntF9F01jf8qnLc=@d93{% zk+2w--g&OYAtNr;{9LZ>)#=y2e-{@yw%RcYIAmSauTi}QaVjIFGBrahQMqCktu;q0??RR=!IR)}M~I10|JLes`L)%lSq_o6VnERL z{_&n4Ycn(eJ`!b!*QwyvQHeSmnEFO*Lx?JPpwxX?Ge*QKe%SersoTm@|OYM@q3OuzXzAAD5+}Nq%zY)wLcB$NH>JIx&^3wUm zs2ivB4!U&GJ?9@gE;Fl6eY32MvK6B~@+)`blBlSb(fpYH_qMnQ89B}y4~7Q>w_ZHQ zmgn3#YYp13`1-o5;_&-t=zIV#Bp<2r2R?+|r} z34dki%B|!q%7qrEQ$BdsWCVbcd**v;@Qa#0kMTjF^p2FLsRnD`V#SEZQwW@~?~O5? z%Z4ebJXn1pN-XSuYB;)5zTIo9k(@`-j7%vNVh)pF)2VXdxu%(wCfKfW6Jk>?(#LhNRe>|h$$!*+*O+Q9D>4b<4p z9yHFarVLH~9=K(#nSBF@)tF%>inHgUCL6o-!|o~GUj5@ebk%ZA2MZufO_Z|KW*TTLZSmO@khQzhmz!jH=n(S{S@CYe!U{tT6 zq#|y~lr~=f_U)P0`3S~}lGlAFU9ilw7hYVC`LieCs^%!K@N^+=T*4`2?GU55?uEdP z#|rlzCDPgRsq2urE)JSUK1c4Z1PGcVrYyg+2XG%e3>CDw?^L`xE$+eJJTuS!EI979 z@_b}-H{aBa;g;j{;={XYvNew7Io8D{X4}v1NF6*+aZF zTyEB+HhJBq?)%tOmhxb;`BSd=ttTT*!eP^&Z5k`NXZ#n3VSL61UY;lZpAro((HZw*##?`yJj z6ycK{69)}3sa?nP&0fn-E-92^8{R%YXInX2ukQy=P`)wOg?>$*it{V`f`8$X(@e6d zc3deDb5(4vpFNuPPqn(YVfhXT$RH#Wb*3Us4QCh!ih3J?B*u$8SBy zwe9?!f1r9RlQYNf;>l7=XWorhJ7PTfmkqi4!s#qcr|_~>^i45(-;W)etfW$&`r6t& z1tx%lJ>`=}N0*DV|4qfO{udSB`zVFoj~J!K_<54X#IlS}pA5K4?;CR*3l$jg_eRml zA)&>n^eZd?#cwy<4b{oi8b;mKk0Q&@1!O8;>_FyJbYzzb^s_rY8q8N8$yN++yc_8A zUs&e+W3ryO`lG<>#%ITCs@T9FDefVc(~$y}$8sel`h$Y%lLj5;GXFfB#WPmj`$wlb z^EvoE`3~8Ce0TVJh587lPKfz>`}GII#7-{)xXzN#Y+lFfM1Q@Dp`L+~K}P-Zg#EP2 z857=y5{qi{-4CxMNqb~Y>X6!UN%G0;OBS_5XY|>dW({_Np5o1O97|!Tsa|^bFe@u8 zvKSs3KcO5zx-E=E&`a+Cl?@sP-dC(H(y;_4d3X7-O@LYtCu(gM3O^K_nULott_L8W zx`UQ;2hW4!BomKx$UpjVu?_oXvtb`siIF^L;OUVWdMcCcmrwpQFbVTYzfsP_UQrJ- zs_+z>FahjFi1zcsdwHWNLhOs4%Kioeag}dc3NXFF>p<x+ympMm3apiGjRMR(#?6gSV5T4)yR|9nSG{ zA%~A^a*|NL0^o2Ay$`RFApJ4QMIYX12j~tYv7^`>zHk$)JyABH_Y4D(w=4AM1MmJ+ z{rkgA&=Y`r3$cnlkQLb&9_IkKQB46p+145C?Ldv6`@B{eb4jNEX(tgjWzqk8wK($gDLm~^$UISzBWhI!jkaXz9_a4{Nm~glTmlpN zEm0dUVmavO5hbhAQd|z4!^PPF8U@Xnz*58?rzC%d8K>OzRHUM#7|{DE?n31U=LoFb z!WCl7F4!ziQ(4C8F%x4&1*08!>e(>;bjk|MzU--Ocl+jW;~W>6oh2h9h`c?qWXuE& zt7UY>fUo~9bbO0u#O|lQ^n8k`>(ms!!AzmAOM#h?dD`JqWpE)?l&tPqTFTOwA}tIV zjeAYymm}XEki^J5({v9>IB&R+*^_aopNYyEgTn(saVCvD6)x!1FP)mpCe{}q(xa?k zSl6tqbjUj`W%LV7=4)UfN>+X^L9fM3Y!7(D^YBK^5+ugV&nj1yc+g|COt;U6nZhH@ zD1AE2hZ!i~iUKOOHyOrfU@cy#=yOmqmPHrZNCMt|8tn24wAe%AtP5-{`F}5hTb?KK z&EeBx7rxPvv24?;d;Hq&3=x^o@>2z-Fl zofJS;mqkWk(U-jeM9r~V>3_$9ka*+Ra76YLM9E*XpQ<64$_J2qbWLL}U@E^GmOYbY zyIGIWKjVPz?5DaZk8zR4QGyy#9~eppEDPCwM)+^KIP7D4<7ChX5CQWyDI2YH=CuIj zOAtCVa$meM3&F$Jm+t7EIdi6ky`O@<@iJ9@-lfn`TK%K`N-450WF2>%H>N&N2c`B= z={1=5G~M#NA?@x-_-LK&WN?K zbLDS;y9=IPj)(L1-%~B5MVsIl$b)bnfK-DP%*{#QG`)g+cA!>VYsS83KN`o^Av$8fzj6A6F2$lQd+wd$!1b!U7di#H zvKE&H&OHl>hb_%XDICUd;Qugg@079gKlxyjqu!`-&Kdm$OL*6ku{SE@D7~0Evmm<@TRDe=A!?LT-)qOsGF;PTdIUbD_>dD?)laU8- z=2R1R!E5l;Z$s+J3_2hjI6&%a0=XsjJ2WP*mV;Tq9A=?tLFx>h(2??hz=sGEB4P*q z3l1}mGROm>))z2Zdd2nNi!}#|eUa<35#2E_kgo(MHbA=Q1R#o2K8hDY$~3x9=`y0c zxV6+j71&SCdsFUWo3Kv=j)Z^H7mQEu$)D+`UY6k6>Rvdzal1Ec^x?>bD@;0(!YsdK z+t?F|_iALtE-~BoRQZeVkC(1~YhRnp+WLwz76-O|XDyU|JdQ|J4~f*ud!XsIn=ufX z!2N2_>vE++KDXXY|J?ZVYnuh(POHmO2@i8$gu0mXM5w=Ujog3f749(9d+TxjZ&G*i zi6gT&sYi~{uPH=D-f#B6k*c*v=!;bEqxd07YnBIX<{tYBq{cj$o(;L6mw@bfg`S1a0qW?dn3CjeJXY32 zh1`T8-R0K`w0Q?^!BypxrDH~~O1*5u+jkCLmy;Hsrypd)_SU2ZRt?ssi0@3F*Dp3V zuGr#^mMZgD9lJ9*Gtg{4Sz>aS*(n{O;+<^H|?mxlm7N6xL-T-rfklLgRlF zxRZ{Kk)5W`=FEZN{ztcuNw+;8M8SbITil@1p}&m=Gh8A3?%ux8v8eZ#LA{Z%O6p>d zxp7#}5zSo)puZ6Iy&XuaE6*Cc@vLuoNDU$9ukSb~fbbS&sI7IOK56+hYGrFjberel zup}eNBhSpgeX31$4&jKA>h}w>xDj>Hiil zqP=c5eRpxwh;;JGs2h84&C@(2BLxoG+bNaEY2+Fuf!ALM>K$ne(1`{zK*3<&jLF;re^pw4RAN}OI2LPoa=fEghGP%1u&qW-2oSlnY3Xddr zG;vKtY;ZUJnYuHnGaLi0_95TW&Jwk>R|!$4-a`bnwe+Ilwe*F(8P@o~s}b1CPFn@x zC(^Q0-C0G0{AqwvXG!vTSo0dYad1)5@_OxV%U#xr(|F*>q@T(Z3c9`o5{a<#H9+>O z7b`->>Y-pnE%d6J5N+#!&UoOfnADy<)*czU}E-3zvGO@cAdk0R~QyuTtE|)3Wtu6C~ zT~_BAaR2?DFeE~{#~MDFN7{&1>kZ1>YkfjGhNIt8n1Rv{xi@12!AzqTzxPoyypH-eCS!e1Hz$75znRf z1Is4^zK)b!5E|LanHW|tH~mW8)p8A`A6t)UF3Rt~EX^Ab6`umP)XHVjjhl-l;hCeH zBDO3k;G&~j5drP^eoewvhchtUBIeF0|83o4A%TIfDXtKC?IfM@2<1CD)f_Qh0n`Z) zpSw6-HKl3i^C?an{M@+qWilwZ@z4D?a;ZxBUi*Bq)4wWD-L9%h{ycw5d{CUD)R6o> zyAadf2r;w$YB(Db zZI_I==Bj2`N#c4+rRDJBW1M_0^JY^g{`LH#RsW!u`S+{cp1s+aD+J?X9R!%ElGiXW z_3MEJjZNlJc}0bvN-vO)HPCBi_CMn*7!VspwQxNsr(0G!giz>5xL>uq=H&Y!8 zV4`mRWd}B_29$%A-UN7{Nf`ed0m6NZT1uAn4~7xrXrr$h%%_bZZy?bB1ir!jd1tq* z!E%9>29Cd7djOq)?m-Og)>rHm-P(Q$!Lh&LhkyZsb*0Cpd$RP|QZYBZ{4 zKk4E0U0lsPEX;2}(STk*JQUZ3hQIus)^cqLlq9L;SFX&WtaNMbHSUJDV+R32Y7Tr> zYcA-~lnNMo?TgsTCBP{-*5)mkzVg!~VKNDyrzEV1roL8=qR~b<(SubATNi!*_3Ytz z)^S81wV(n$sHav%Kw{8A$1nEr_ZOUI?Fn9rd7mLn1=bI<%|BNFH3`+uRITcpj-Ogu z@s~2&V?0>L!P)(wrqAhM0^EfkKJ>77do zUVRTM-{iZmECS7Phmk3ol7UzH$=-(ES{2glj(-KY?7~QOu+ik;-(LcARq9_?-2cUZ zY+kzmq6{~dd0#S#yQ4rg!~6&0S1{ zxk}m~n_6$omN%jNeBGTrv9~}p*G&xmQTkw@^T5?EsTqWWzYjKPRhQU!z3qO>(r;F! z5X`vE5T3Q&$P$VCr$K6LIe+=>K`+}pKG+a^;z)+Ju!|3-w}PG$qr0@6=lCB6u~2eE zn*{d}N9#rvVPFf%ssBrU02eosA7JiP4Y+vgDe2MN88^S6T!^7%#*Ao#WD1G8K(G9E zcZ)#cbx}D&z%adgPN-Dc2mIR_GFnnr&c;P(>kc3-~ zc6K`*+B4p><fVw0a;>1rgkVa;FS{_TKUg2rfZ7oQWe2giVX_e_|y)ANx;Nuw7yn zf6{!ZEV@rys;+}(V*Mi(vq64s8M2*v0G(Jjk>l`n{FRWm8L|=z^QUi1tAThURsEC69_z*&NX}m(yHOeVaHYYKOI?beDZd_Tox4_ zEONs8K|}*N>A8{e4ZGEAX@*bI$l|=_df8WbOdPOhUAessB95srwoCH!B7zhdfLI?H zpLl2X?h)nK7%RRvlu=Cui!BxI;7=<{c{D#ib1i`I#{iQ7$dt|X*3wSlzQJ+Khb@S{HvHRs zhP#iP-H@*qdYD}r^8un7aM|?zMYoX3LEtTYC)>Re%-#<-tVISv=5IB!HN2e>WQJ$_ zfr@RQolIZZyfP5@ z;q<{WqBa^2f#yA-PUP@+KCd-L%0q>9R+T-Yv6b1;WH>M7sJDj#_ly(KcV-`KLBRs4 z?0hr@DC2jr%cli^K$qk0mskgOrW^XiW=KF`!|{Ax(vCQ!AcnH%!@@VO;u0DkA^9%$ z_dCgPPYSc#DN3^f{TD&YUGw3$X9{#699%g#)eBBx@dUHUM=q6_0xB4h(E172EpA_$jz%0${rMG{>^4SRX zTpS=Nc)7{*E0;u_Bmjq;&fgFVr*9i!n2z|d6o$-(1MPxsjfv*(n0p5l)H&ChAR#sj zlNqiQtU+|)!NvuVPPo>?z$X&b4ci8N-@}2T&sF(gT70)KJiG)2fIxu*gipc|Dqv&w zYA4$GjO41T;K*rhw+zrf!~wD^p8PXx1s2=sE4E$fK|LAYDNqrz+_=6xe(mK6_IPnO zerq`XUx&LrRD^mI6Yl!d<%@Ua~o>P01;p#0~T6s*cxkc$Fa>4o|+aKI^v{TqkH2nJ5b7XXY zyLNsy%z$|==d2E_iI(u(!8PO{cZ7&ThTTHkcNq=c+mRYyF)V}QbdGwTvq#V?JR=Lg zdQ>3y9y1Tz9DW5eoN)4}kOINaiBl(Fq z=5b0;7xUu8-L&l9Pmpv?CV`1_6&w$InZhdTT{p+PZOjsMGdpvVtjZL|Y+Z5NY+ZBWyasN3v1Z=WOC6*1 zl7j7l+}LwG1W(XR2!ywseZ*){Q}=eUGF0TYJ{A5O+gwdww=1(;kDoHE*=oMo;1ECy z&}=_-{8n~tqK{l+x?8lqHk95 zXS@fpC?QI7WPC~&8nflmlmE6cY7{27+5RZNUl%M=l&b1j!~!EW6zUQ%gytu)p4$aL z4^ZkZ*dcxj8oM^V3uek&j!(Sl3e5!J#25YQ-nx%as0Ppo*Nrn&MPN*WW#hKU06OwR zK6mr7p~uhUXGB2Lq}z!UI^)wq%!$C{5!ncw^VF_3Ydls=jM`8ZZX!i$&)n2w_&*1xd@HvFFock@(v`sZxgan( zsiUm$hIK`HOkmBZ=&?fs8D5+}Nf~$crN_j6_S5e%gKS?0DC0U0vcXE%hvmQ&&6B)Y z_YWB%#vqnH^QGbHe7{%3mBzl!U0)L%7*B9m3r(=mw|H9{?w8*COhHFdN|DoSwI1Gu zEMD2VdGKmP)(BX=3PToRYwtU6N9}ti?;g1f6DH}j)`jxy&blK4%XGQ5<(C)%%h7UWfG;&ql3DNDcEJvtzsuuZngG0-HL&DbYu$HDNQzl})?RiD z(4BlwgKE>dr?(2wpBNUHp@aSmK|>OO!3R`v06}8vQozFw|NI4^!=DIUj{f}-y$=@s zDIV~z`tJYq@bP2t(O*4(PKMB4JsI%yr~g%-|F-`Isg zRjHlucrJ@RB<;{5Vw##{L;phyMrk@7z#89qn(iVfyMM!a;ND{gPt3kXCfgR^Cj|~I z!k)S{W-J%yUjeA|zg%@NDo)SrzzS^+);Z*`hm46^>odvlyFCblqF3xtFCxRW{ zIe<44Z#@Hp`=$8 zxJW+2zpFCz@aiSYK0P`r#Vz$Rgrq@QMmH+nMu`PxCXjyy(Y>i&9d0uoG*ORD7krt5 zecO=+DC4<6s^aLEkQ?lsp+Sk%7)VcnNJ{puTbZQ?2v#k6dG)i$TGp-P zA~aUx6?s`wAhJ7CZMA$BJ>a>V8%hA zG=e4m1%)h}ZTZ=$z1Wo1YK~XAX7kt+SMgOt@oHQFQ*>N#kOma%O)Kqhw|YE7D)3jL z*9}Y_nopirnq#Sw-d%w?y0O!u%)gRUjqtt3Np%c?iR|1krdPF0Yf=0$q|yG44?M!nM-y6W=pSEFJ&NGW8 zOPS8G=b=HxDDPkWqJ|4D;RaDygl|db7*+@)7Huam8M_RwaRangLGcFK=qddUV5-61 z*Pouw`spOn)gjc5eYEt0-sWhwV83*N+cYB`wBzF2Bo|H$KEZgr()?ELYW zY)>2`d;ot*zs|YRIl!8E%lCgYPzB1YXF^{N~75;zifbewxFB|CpzlUQV b?nv#gKH$%uJq9-&26O$IntZZ2^B#Rl?IUzq(eHD?vRj_Ryw6q3=jmQOS+^%Iz$DLF6ltYdfM)cW)v8qM4`k!KEU!WS)qrzfN4A!2YcE?{CYtP)AQY zigQo@X`Zjsr~6cWnK=yp3~4WZV66~6Y06LgqNQA<+4M&v{66_|y>!fE)ctxq=h4c8 z_85Cvv)G9F2a9JuuS`v)9U?fZbvq)@8$7UowY0P#H-~Dn=g{^-NB#@-iU0=<`AsSg z+$st+t&Ay-{Ip|0r$&DA-u5Fvev*9<#X)}FcuIwd{Cs<#0C~T!#LfTT-=5LFzdDqu zTkR0R{p#8AYEk3Qsb4>TN=GqjJaAm-D19}=lCOk~LN$s~VftRWp6po?i+I=Vt&ONL zY8F1?b6nsu%6`2)+gI&q9>-z&VK941Q~2V@c%;#%ac_N0Q}#0h^#zMsmORJnEyMR8 zK1BFoVC#7Cqfke0z6=i!Yvn7Uqt5)Eg>pTrGHH)i@DB+1*Ow`0Upe7*IKg4r_nwUM%a+pUy$vroHyE@&3Jk|J-A^JB{2 zbJD=2^jKrx-TfU-Qy@%^LOqgtLx8%NN_!fd;kLWbHhKAzQ0ezw15YFGi`{M!j2Cek zkC%LS%K3A|+*Ss1`*PLjaUZmXQO3OZ^&xIb!sl%St(=aREDEI+bd?%)*7&*ki-QL4 z;AZ1x^2Sgv)}xxY>)*y~B71t2+meN9akWUkHXJXIR=e-N^lyEYxpRIv6@!IGBHiG5 z+|l@p(#JNRzkH!`94R%G`>@!XugSVwC9qk?sjw*GbKyyt zv9r+0WIguH`7{=nkS=zSMX#p(c(>HFU7owd@Vmd6tyyP0_rLt223fm~jyTRtjr?Z| zuKl#t&MO1qls;$dBfHY=r?(7J#ouH+4ZdS`Y%vSFtI57x90yfZ&HVh^(ub>#$H$8) z{rhB7p1TTG->gPvlj-H6AC(vx8I@2|Q`=Wsk5{p8Y~N+keOI88E;;TcCMH$_)2Og@ zq?##9`}!lJMqccgf%|f%NjJ^?`}cXwyAl`d3F+je`!~0mud&9?ZPct5nox3jpB+^> zp6;}>8grWdG3gTG;^Nw<+u!-aR218aPt5W2Oq(+1h&{#YKs#blsr&TS)Yi<8PUDro z1qoSG@DOWLVa&PZut2L)D%fRoEU(BjY3iU^4djI9##=_M4&vM6IHJceG;&Jd*x7I}=l#K5MEvqr+!Z=Q z6|aW4&MD+#Sh$C3rgqE}lLa3t3GIItJm2d#%gx#l7_cck5w1GeUjA25IT>-2Ml#ln z`y@79Doi$k$GXE<-+h^u4<4HTq5=%xpx%AIV?PLwv_n`0szm$BldCAdX;`x*Pe0sd z*T|$(h|f4a`u+R&Fo)@%*g04SWFG6I73$=!hZC*|#uw+CKG`P~HzC2FLTtKjrX*<;*vk~^;!v_zMJ&qSY-#rLJMxsl! zJ7(M1xdoHi7D+#+?=jQ-X4(A)3bp17D|tNd*$9RE5;dR8S}gI??Kb+9jC`Yy8?|bb zo?Bx6jE1sKDan09iplly-6|Kh{26&1_*R zs*9NCAzz#st>p5TsK|7ButuB3nnvA+#yysiQp*nl76k4waJ#DyPkC^thM8@KS}`_t^A=oZl~ZRz-iT zi4JPXmXqNgAY#^0*ZF1@mo+63=^1^04u; zP3Umkn9-4lQJu|W_ivHG=0O!~KIuZ;YWaJKf^H7}r@9(Huqi#+3T2~pwgtYxM%>Q| z>rN7IEj@e_7?^Rw9v&V};bt(~zft(!haQDW41z|{*3(OnF8Pr|Wc4+MYdeXWT!5Ur z*U`*dq&OeLRheCs-ZX%3%GpE<*5;1EvT|&P#-n?WxD#eAd6VeJvunAxVX3~ zg-~O-z(;KXk07k1+<`+LIoeLc3)y-#xc~-R0c#tWj4d=XYYzYmH$w z(AW3c*NEeO6}{Y7{c@0T8CI5VYo~$FId>a-VN<2ujCj8rr?<1RIaOA++RHPqfI?Bz z%)L5R+1iL2#(><3Yq%(1a_DVMog69!I5o{*f_{X&94#%I(c6hBHsnxx<@4wy3?Jr(5x5+NgM2_0LT6uc7dDkam^zdml$yv^G+xkKC zMI4lGBQ*iKXd2r+pST?Q<}WWN>#9F9KmU7ncDCD%G&nWq#I8ZPP?r@aXC~*$yUMox zUjBuDzT~Usv@TQB?bXbM3Uus`R=oPfNbF`X5YPQ;HvaFpLp!rRzZ?p6MhRde(QxBNz1)owaYM5|6C>ZGSFR| zEVopnOkzi&F5bh#zrVAX;?uHDJdoE{yV>w6T9VGyp827|HEYkbRFzuCm-nptGTzVs z4wq>D@k4>|Ucr6u%kx9rythbe3lq5*9?zcOb#BXY!5`EPDBQ@_v9DV#tQ~JKg9e}R ztUzbMd`NY0kL9lO@@PfANmrt_%f|RakAtpA4&DM8&dkMFPuAS9PcRnX_M`Zd*`MMJb_kCevK zNhkal>gu1}>Na9lhl&iw2~IxiJN^j5v;Q$E;JosHSf$udjB{ZoJH?v=&1I=4b@mlJ zhv-Mz_ut}E^33#dcLQw7zWU+g$Bz{!4^Sw-rvb4nl>@1}INmf&oE$iPhfsf9((hr-p+Jf8^!mFID(d=kF~h1Z@6=Lh=d->kAm zv_Fz?cf@#a9CWUJ2re;h{qqA~#Ok17^={xsjTOC=L6JfNkLnjuv|V>v+0SgJ{T0jc z0_NSxQH#kQU28-`3s&wzhE1q`lSh2Ly}di%u_}kiGG-=9M8;T% z&;P|3%r~5FaQfUV|B=jclizJ8u+%db9?KJE(aYWYZ- zkoM8#RKL-?{yK%AmcGyVK4xnozq2d}mxW>U$*TMmG!ngU)?;QYL`=^<1I&=QI6IE4 z3-vbQGyQXW_l$o-CPnJ7=@sw5?$_s)h1ioqr0*(Hk@n_)<=V@hkLMSsn}p+)UZ)4c zXUDqD z*{JIPwiF#Ype$N$Bx&dy&x?e~_| z$LV3h9F8qc1l$Og&nQ3nTWlmzCa;zsq+M!af6A+O!RNX$ew!(fe@CiTZB@|VJftwH zCZU%Z_gC=Um`|Sw)Sf<4&ru%t8YVq7p_dDyeurPdBpE^;uMs;3a{k(SbuV`o{-0u zv(OP|9PRUx^3#z~&wgB^#M>KY!NX8{W^IO!%So{IxuFEc%=0-v%#9cJau4#RtSvUB z8mRbnvi_q`uXg?|rMI+Q%EiB}DjH|HDST~PU*$thT zm&qbN!W#|YG*a=IS%q|LEH(1#%cUx=x|NjBz$99EcIYM($OLA!$0-8Jg+>83?&!%)8KVlcj7^R=%y~knemp# z3uz& zd^LBXwqz-mr+SgW;hJh*@~La74ty&$y3#+`FCNI*l@Dg4nr1l6uZH_;@3w8{w?>Y; z9*>%COOaq5ZcMOb%6VL*AAS!|xpn(QF$48X_30Q1+GR# zn*a4m$!lH2>AK%o;Vx6dd=hr%w%k%0C#uH37V_T|_y=&bJ>C!cL+{c0+fNSr*7)Q7 zhFn!H4;5r8?lM1`-d?nxoXrRf{4D26%f?PV(*xzItWi;OY7hp6XWYO{xfmCZ z#>qlINmXHdZ&)7P$U2F0YhZ@ zLmiEau`gjEqdW$GlhS^1qf7=yR`1Stu3tv!XS%mfycv`ICO`63IMX*PV8UZ>$!Gy{ z1$6{W4*0pY-~~TP6IYIC}jwP78b<(~dSzxZiGBrbq0uCzv@e)71% z_LpQ|zOK;m>7OgwE-xxA$q18~W5)Hq#wXUe%d}V-Fvx{%Mv1mkh@&nt)I;z0Ra#-^ zCT4&ADpdB2;^ny7j!D;C$+=TS3bv)ed%-q@roX3P3^IlvrG=p#{qw(+2h$0H-lgi{vqYs z_?Pr*UK9m@DWW^;6hQ>&J5L^YZ;g@K*N95-xv2hX&^UQ^Wl&MPa>6Ac&Ngj|>-FsA z_##cA?9`BO_?uUUzbm9YeC!U)?u8VY#ijM_{Vk0U@OW13Af(DeA;=h9xgNO`+jNvK zOXZ|b<R+bTe&i3O~O_P}tz0!YcH%qPoYW7io@VttPNlQ+@an-Vo zJR(3eRuZ5>6u|4jzf9K)^O5e>3fR~F-!|REEUWmbe zV=}^vkxwUS2M&V&zn4VyXo2pH2*8%j4l0XllqL*9fD+FU#do<`7%qzrG&5Jy84-w! zV+itvi1>gJPsNp6Z+T~NKp9(7Em?+Hq{wcc`m0B_HZ;XiQz{RO3 z4sN3R1*33KmQqwtKIGh}X}u7erhG*DMgzwe^~oN&0|GW2Kh(4~ruc*4l`oD@g9JSA zvDzikF2!*$QJX-#Q5+$r>04O-RH)Z*4>l^~@)XFxJdk%ihYzp|FirQhy@`p|L;{~7 z=1d^!UTk%HS&Sf1O*a%bd{Fb6+l*VcEJc_IQ(~YfP6k^0Q?w>d9Dmd_C8Dfvv8rSH z1;PbiQvf47!zL2{NqrstH$(Kt`?Q#1s4Wq7m_y&8n^6l>zlxdr^Ew%D3Vx9)Wb=9McGdmL87 zZ23w=C^A3BR3T+}#vZsg6Bu=?iuX1q#@4+Mo(Nq#E+v7>^1h-d-1R3F7-TW!7*?}v z6k{7;>+#9Q9tT#0IC7xY1CQE0uBK)y_91xuoF`uBtaLE@<|mEjJ|pw5!mz^(4{6gM z+G~J_wIx<&HL#I$<39I2S$ry5Wa!CccX3$tY991wDR7F2?Da@IOSysKz2Sk2hT5VG zy%rcruf&sD462uEwS#GiKwiM|4+oVDtO?1P+sNA+IQX2a83ti+H#A_`odsAY{HbzW z8)nxoHuS^9#+D1C5K{Hh1?ggZvcYyrxa~7@(GgQ#fbU_iE^IDL4k-;Bdc{NwNyYM) zgMUImv_L&Hu4X_DC!{k5F6*(>fGBRl^cFib@s7_EXSVZU5u76|8V1;J$;OO<0xoNx zfZ57|T9@It*!993rn}OD1*0~N9|v`?7%O@N!c_b!BIt#ZdA`P&HO8X;D(*;(DxL&N zXbLXC&Qf~VALh#O`yk9mCh|GT0@*hKQQ_9jo8fCEP$xgtIIqU1$pH(_grSr={QGm; z!1mV%q6Pbt*FuV6mkSBDs)7r^LHe?lC?D#S=kPUtAY%GMYFkIGS){LU5DWDD_a|zJ z4&(iMLI>ee6u@~xGiLSdZ%AP_gPn2=WSy*6@AH4fs!v>me#)_1h{I-_x8D;QekcgP zgnV|>zPNgb)DK$h13nvQd2|`)V2SjBnLxPaeY*a*8q_fPCZ|PUzu{R534h>DGTir9 z`mz*AN6O5@U|Bs!Wb4Y-wTarHkdXc@;yZWflK7oDyu`S^uB__Ux-hq~liYq@ZbALy zE&gM_XJHRj(gH&$MJ5G@F3wMdwz@_FXwYZCkeKgDl~Dbv#lCwNL;A)kcDVi{QU#H` zK$Kwt_!4rB-sdJ@;VkU*D~ZH4eFL?VFd5`2%Vq=5-No)0AcC>J-`sZ12vPg70FmRB zbH%nnnS`$ExDb-tV;Ku8KH`yn-LUTJE+S$|ek3uqkz0c~idM^3Y%A*)W_n&}69pu` zH!&edtAMBB{9sHbl$iZR;8*>69Z)f-YF#&ZT7e+9)U^PF>U3)o^XnOuU+}}G_#_`k zw#|fr`b51(iJ2&o?`Yt;{bt;KwE)+KRW;+C=gD&R!Xmr}Q6J|vNQKh2@NVJLj=&MHvZMi_ja;NH9)ki8()yXRc3%56);dGRNWgjFaLw#fp)$g;Y#L_j z)yMdGAR)ale{}cC*QZfz=TJg?efqqBN)2QyrG$wcY+d#%ErBg~t3&OH_dL73@N=Wb{Ve57xA`8$8{{*GZ_lQ$$!nhUX;e z8c0r28xba0F(6}BS``*Q=Rrx|fNG9H-Evs3=$B38@l&bMRl|7UhkhjkY#Eu*T#fwb z>Pc98{$tLTmS?AP?Gd!W>IFK3fns{Iaq-3x9tC>{eZUV?L>kAJbXgqKh14M~qxHpX zUe7t$Pz$4a_tZyIxojuvvK(BuXP-JIun-OA>B+WM+YC)ovOM-+RwAD>2_=!oM>Rl0 z_^+g)nc$pa`!$t970Ff2{4jP3GF9}(ViIWFBiK2EV(WjGXGtW&`xqYMy{QRP#xU9# zuOf{G(huM?I&?_Y;P(;QL?F_Ihwoo*qq?`$SCjcm*zNUBHgLQ0u zFtq&W`{9(2NSm>2^drkcd`jU&tLeUfX~#SNg0Jb3pd=(D)C9YnJ>Z5_&vladTiS2} zeSbU+y5y_`hnF{IqrUcZqqft|J&EuL^g~%?<-XY;P|jYEbS(M07SPdsGx~w$m{j$n z@zqG~>c!E08k&C~F|(!9Gd}wooA>`76?D@rbhBG#*P(`QF_Y7zV$3-coawnv&_c!e zJUwk#8P*A&XSqdhGa}E6&{t1!W9XV=(xeai0&X?Z7ufu>b*V#CsP!n6 zQiP>Fnwc}|H|*hG6NMtLxK$I@twzfq4lXXLV>Y8&98|guFR2h!b7{$9xi|eSF;7vz zB+QxB0(#by!#jE4y!{4=WY)%@;$;+KahR?B1idbPIu?YN_{?;qWfjdh%>KkB=C%8B zdgyq!EKy9!PHt=CDo7&Z=aau}AU8XI#T37@W&WfA5DC!a!Pvi9~~$<3ZUxSrRW zE|qW`00M3l$Y|Ne^`$iNe^9>;N%>XRCj#riz1)vjxkg5oJ94j6v&u7r4!JsK>yr^-TjAGK1eRGvazGu)Y z{MFyD;fSZa+k^*m_Y?s_cpX%jiBh%iYpVQH1pw@SycW0u(lnQmGDaqrSV4!SGMV7( zV%(P-PV1u@(JXo|8H4jRi+HG2F_NF{xgTz!6e8T&FU7 zK#QJgUab2$i(^vq4clDKt&=-`1b$Y!F>b01&+WrP4Yvl&Tjn(J+i4=73oN)wP8$Lz zczv_e6fm_24FMK{tP%r5(^06`_<*kJLKuNEY-wVO^WH)By;u~$>`f{HbYFaBT8Lm= zyc4}=2-~tL7r|H4Zt%KW|CKEiI`yP^hYx?1e6E{i{2B}V!4Xi`u2apIEoU| z8@~7|v>m+Ax=^og_z{Hu_>T-sV*#5wx~I_`g6wu*a{?R;OhA+XOJ0+}i+~3-2_x70 z4`mml0O7*mVNfXaJIJLtf<*73U{J$^$p0B~qf?UwoCo*{snG5T2K8h3IwIDcxH^C< z-zb2mzP?g$SH64H1kE>LfIgDQJ!-uXU0SqYz(D0nAb%_erUIA$FKE()Uu-o1c+&kw zk|bIaF-~By&;dU3*A2v}Q&OhgyPg;5yF1WbF{E2+USqSLi$bISxk4zqgM8jH{+rAn zU0Plws5*HGD&G)r+Mff~LdVk(KO#K1**wMMkKzag$G9mPZt*|@2U8Ge9LigZwu8cZ zWThV>B}Q+lUNh7EWYTc;(x;+1BE>`%Gv@`08kR{AV4jhC;GEyaGvx?955O^5qYZ2{ zq@@1ZL?PDXngh3B^$}1#FOHw@=6_=?i6QV+16;pKfMX>0=&nLiN4EF_4#7WgnYvI$ z>gg05f8YIK3AlVnec%@M8cpD1!0?x%5b>DCfeE}6g)0WHGX+Ay_#C6}E@M;u?+y~o znD0(8csZCy%i4HWdc?#Zg8nWH7LvdhM~3MXD{>sLvRDyyD1?MtmczX35rCiwkbm1D zureQjFI;@GH%$xh;FD?;!Sat%m5jS$1Y5S$E``^>S@uf;&b$v*2N8eis(ir4k4_>* zWe|}|p#e#wn!dCm#hH3NhlfZA2%3;-{*nhK3GLz)RPh}^)SEOo=zc$<T@j{x7x zbS3g-f~f(B+w|U zI5cg8`I?y!TXEQ|Ka}lFJCg#G53I&t)Uec)YP`X#wwgt&_>0rV_{bV{$Y#Zmeq>R@ ziLCqH67@yUjr1+-YXusLT~E>MNfbYdK8Ifu33lB%)C)}s&pv-?H1e-h3r-Qz<;;oN>i>U^V_%Fy z6AikO9Qdf6xB8&K$D3w^2_3{P^FV4Oq&hJ9hpspkH7up;-wFuww&z;geJ*w>A8HmR z0w~t{Td2oW@p3Q%i3p7u;lnaTy;7zvXKkjMCPQ8i0V6fsfor}AkE7pT4=X+4`gB7b z=9ZCK^d4qn%U>cWNqrx%IPEy#4T6~Bm|W4p=#P8sZ$C2{$?<~SWqzOF1eZUgnUXDx zpvsStIx&b1hxabjVk>_};7w6%#qfyCk$N zM*T^*Me^mo%;4Ls`r}TkLvpgA6he$jBIo6xLF$*9bu#if%zs)L%x_0X(p^@4`N37; zlcjX~q6*LB9TUn*>oFcqi8@g~^avpjm)vIs@t%;JxJ5`9xyJr~eN{zRfTmqaMcCKx zQGshNH(1Sg#g9M~eT@e5LM)1HUyFxC3nxI@>S$|b2k<)hKx$zB&^-1!13WR0q_|)> z>S^ienP61*)www$DLRDqsWy6hA&Hs~-6a;i_lY0dj4K2z=4s?-C?@g$7j}65?W@z; zunPPyZMVo}-8h&*w@677=I_-v+Dz2!^h#06NK3ziou}=v*u`wz5)uwHtSyc+e>&no8=5Mk!{e1`V1cBwrKV_zcUqt}dmc6_sC z=t+iAB&}@&r;KW)^wEVN%L{!0KFFTzOb6h@lG5zhEzmBLM0|5X>HR8@AhjDVPF5eZ zTGA?a%P}R_x~y}wo&jmx>EP`C4MxqsH+S`==LAd)U?Dt!g|J1G7nmy*#m1&g{=@-I ziOB<^B%hk!T$|e4{x2#;az7v-V9o{~4=)N5f$=Fr1H2)V#tbsRk;yHd8c2MLKt0GZ=^ zhfe6|sg#EEm}hwHk{FcGKQ{=lW*$Dyr-B#^TVbrEEna<1hx6aB+K02M1|LgYIWgWXX+f{NbNK%@xpYVq4#C0G$@EFJr@K0<;EKFX19?V9= zSH~@TYw+!a3x(1z2hP)H~HoCI&7Iokd^ub={#Dk(%g@_TvT)}M_We6LyZ@- zAO=N3$SQNi8A5s;6`|#J^hi>V{~|URA!Ud*sQRAKXa%qWXmsa4_LmHc9*GPsR-}=> zVX3qlDonCu;Itm)LKKC0ATwrMfuTh`#Z?afWUK#0Kc5YC1L!;tXnAMEJVo2CMH;Y^ zXlc%^Q49_7rfQskF6Ba9z9J3uNYX2iDRE+}ce&-f-q!Es$B(0bc)Q_fHkiZYHv#8{ z*s|7Da?4ab87A<{R)+d)()bN8c1#a1$@>ZNoLUUejMa5Q?K$HAXocKJ2Qklr4Wnt< z3I9tM+9S2Bkg*o#iCR}Bws>)c6yXWo%Y!jnvo?#fcF;aLy!dI9F9nU71FPnMR1sH> z4}kLq;fOyy?23|a2+-a@y*g2*4J<0L8gN&~o?$K&&E&*}Cs7zBc;$kF2Y5#MCMT|6M$WC~she0c3WeYIVS_o0#s1>{ zgjj9%m6n67NC(NZ?9WSd3pq;O0dNcJcIH&tOO+@0||q&P9hveJUV!T$@AiPF_N4v<=Nr5 zW0-b)o<=ji@DbI9iqHiwQTdB(N36!9*=uE*TM4!e z;h=B)25pT6dUZIYMB?&NH<&&DMQL()>O(Ey;lzWyz(dx$Eq_bZbdSsO6IYM~3Hbq3 zB+Xahi=6d5QW`Yl8T~2Qtwg$sR3+6^@hij-)(YzGWP#cB4S@CeC^~c!06Z0&#UPRu zvA?TVlRG<=6=n}%wz98!wa+MCPov>py~^=p*_ol|IB3A_E0+$1*H@^SYUyHjHR%X}5K&INtZ8oC^n<|IeC zPye>e{cCSnlM=v^o-6gH$6XzFJphXnAjQ^#1NzKST zBE5nFr62Rt%aAXqao`;JAo+jNM-+I5yudA5peF!@15tf}fQczI#I@e6P)$FFv={pv z4@9ItO}mggrW*5?*S-WX#}quUTR7mbcmOo0gT9YKS#m-!!)-oXsw3n{3MRMiK!OoG%L#f?9xDPLDHwqn+~OPMB|ddrwU$y9luNPau|qXPo)OWP?)1h=w}(~xvID}37qDkCY|vbK{v=5 zAx#qwNf3Mqvzsu;SC8)Q8z9$Yr1pe=eMMdOS2S>M+z370g@mpN@OV1Z%7s`A zZPyaQAcmZ2%h}LL;q;DYB{PWxmgju==-=JB4pL1Ha07U)Y>oQ0+#641FaWL;d zXZvf>oAzdzi{G#b6({Uf1ImE3zrTM52#UBAmCmcr5UKM>0G-3ZQkE zr9j0skXSZ|jU^*YRbHnqNFXf}^V5`wu3bN?8y{M=3l}zSmn{hSB^8d^G{&-u(~H!$uk- zR1%~{P6lvU_C2AKkEN0dB?}jogt2k|H@4;km=wW934&ncb)alib_F^WvO1ME%rPu_9FABZP*e68(|hVu3wobbJ<_Wg&~2@R##?=P zaheH?vJY~g+7KEjQo{504dOVEi0aXYOZ|N@k7-zsKq9uI7E;^aptt{n>2R2C@-tz* z=vwsKN^+eHhp1)y@$TZBO)ZGVTsGrc-WSK_Bf!)E<4JAQ?J6QN{V*;$JXe-ATKNyA z=_vH?5ZB9ulr0^>ieR(o;;v}b>+Ki0AQ-8G{=UI85t2*v1JZN9fzX)jE%gH6A|mE~ zsUD=C50YoNEg!wMt%4xOt;;ue}MMQ30P)@ZQz`0Vjt2j7Akb z>4@L?K(4ZKdH6kudHuX}J;#Cs`gN~W9OjP}$4tFwoQ=(ZE-Tz~%2m&e=!j+iK~r=L z!ICk?Ut>g|ukhZ)Geeob`}k)*is;Ts-PZY?DhQ#)-be=o%|0QC5!a1j)SLFy6u`c{ zkA8z^^^+%0V*e#=KYjXC20{{^Uhb$m;ApUd11kYyPj|z+9}MPcL;@^(2B3frG4i$D zVjrsY*%girG@Pt3ZJP_@2gYY1=2P_BmvgZ|eJAQv0Q5?4RY5GXID@d5TAcdRZ2+P; zWMBlnJJlvN1zJrt(s~PL;`RQZCQ@#9W`kMdMOs^0;tSKE<%D>2d=J1@s8nJ8;qHGC zW(S9FB1bFY6kyz)C>eva9}FmgG!T~T;vwAlKIur1;90KfQ`lg1lwNz`5XAhmM(%n1 zFNRRi4Ag7YbV)qIaY3V>?{4B=ob}1EwgDUHymH}p9?%6lULWU8GO!)$=#S`InxJ74 z36x~qtqT%ezaO6n9AR9SVxAcVuVa2U7Rm30>K{7Lo{Db_VZ@Va&KAQ)jWvkjdw6_C80Uh|tY259g+S~q(jGWM!vX@POy3Mw37BZK z&-n!H=F4NcZWW6}hk|^?`&B%LTJ~-K^8!Ha3n#-R#?Ml&qK45m#Jj)1WEDG8c_InV zHL-fFWkjan2Slsy!^|I&6%xeJ)zYT|C8@bz3pn)Tzg?vl(5iSo>cepq7RQ2JY-h|T zaN1>Dc#?FE8eoqle^MUgJlxKX(K7Jlr2GOAofo`W*ze`UJvqDBBFFQDjxwRbiic!b ztw5~)fucZXhlPzzA8ViU(G0xA2e3TKJw<3x!+6FF)0WVnstBKxLb!bV?Z+t!sLiOgF+>jJ1wiWCGwRG6d6p>|0)hC zwtoB;^7R^UlIj(-A!&^NS_7iRUVxvELYFBs>y#&`0~~Jxo}>fB&Vw6w++uovg04i9 z|Ez#RPH_F*jr51O*xawtH)<TOOGUW-Ytvm2KXGwo<-gvF?B?~X#@8(n|e!XC3l33EiiaDzh7;v{CtDFD`> z3}i@t86ZWX+Tqt{n$;h;|+mpg)ROn^Fbz}!CwLu^>}LS5~J?v%~devD~)oHtD(P^wX2nEL=h zF3UOqCsEGjUVR^4EJUDVl)CXy)8y*7GY=6w*1dDAxrKd$>=WEIu=zi%1?@7<>X@j- zv{i;JeEv{$-%DQm*}yo9FLSh@1e&>LRHY|L9eOo$G6;b-Uv zv5z@QzzmNI;skY|ugE~eAcX=Y@+5#5Ujt<$)ez+KYRc2BX>T9 zv(FcDEsj_y=#7sZaVpxEKF7_G%_13ZmuIvB{E&jzb z2!ucA(XPQ_;^iI26pe31Ni)M7_c(K%-xISB=&${VUfcyvx_SH`!L25YK8Ovg4gdMv zc0SuKuu&y(7MJO_1>7bpVW~I$@dZ08tQhUE1UOI0q;yTV={GLyF3dF03*(5wYGSrP za*f(-IA!_ODkUWqEK>G>K=R2G#MPgNBY7Mmt=W3+k4QbS2IUX4>Oz?PGf z+h~|5aca~rn5qUIqh`z!!W38H!9UXgBr<{c??8c%&Ei1P88KiTw}U*2ocvo5_IiYB znnY^a-~R5I&AQ#t5jZ$GQ;r@T&luZv<8tc=W-FIR7kMDrIs9K%y&RCf^GNGc2KIZbr_7=S z`t_rU2@TPTJX&D#-)2y58ZYGR73w8?8t|3L3MTm%;z~eSx2b$VrLaYkaL*xKa z!AXCC5riosVdiLgC0n^H?hUNJAlX^yN@9YubdeCHpXgv1dO4@2BosAYLE(L5M2Ll) zt0d$?irfgC3jk+YsPx6Jt8Q@4E|QG%#ZMfydXGvzSlir4Xdg+7=H52@2@lm2 zAS<2j%Bv-h)Vt@}wxnDZ${z;hq_D*mWP?G zD8FVA9OeUc6(rF|aOfri%4JSrVgqrG!6l zzIiBn5sQjV1u)`(V!E#e5{Y&^2T3&JB=&P&XrWLrf3~2v8Ys5r@vrdm-iNWO=X}z> zn)fRU0z<76g=nh5ay3^9VD@D6<(S+GKbX2BA!5h{$(HGAI0lFI_W#L#CRHKw;Xtl; z7l208h{5tEhc^4q?UGgs&R6cvk=cc=e{UDS49j(ms!KNVy#@`3wg64wik?kg%2dUl9KYY>6Sg_!xgoD^R0lu1L{6B1 zmLpGarrQlt40C1oa?J$ycdGi@_yM%XL3-^^Q1uR%z+JsGNhwMP4$_v)QBiDIq5K;g0^THFIls6OO+XY z*=yU9@}?fi323-75LHmO5GqL6L7KeH+Hg3%V*CNC>(S4)RPRAxh6CO zhdi@+IrU<4S8{~#f)HX<{N(+uZzS_LO+IW1Jrwtz;iD|m@pQ{0a|I@ss#aF8(>m`1 zx70uk{5sGL&2qC{7za%=YSdLF3})%rb#Mn16Itu`A}kr_(!#94h__@RPAR;v-o~8) zlqS2n0q9Z?T)Q9y7{l(R;vxQ;jodX%xY z@VR2qrf)luydi>WLUdRbRP)m*H!JkL^0t(;CsYUA8qXF@V9L3gMaj7K+pS_t>njjy zv+4fj>~ZEO+s$sd-6Me?M;CV@$S)>_k+YFK5Pb19@)lSOtd1$qgwB&p{gmJ8zs#og z>MzF#)91=uwXQk1hvM*8zIO!BtGL}krM9=;ztC-FVN5~>YK;`n$r ztts^7jJq1mO^D%t)(j8?<|EE40ZOI)+}r~eBt-5@v@Q5uI=3e2oZwXC*KaI{`(=n^rQ&Z52@ z3IQ)uU*+vNixUdWl~5x-BGHq=Af;jG3vvsbtx`@z|O!GGQOQ&BrJM#L9M6}j!Og61yjT-J5Ubd(PFtCzOiG=C`qJ?mPF z=_eQfsG%11yxJj?SSodbyTbjBPg~Ap;fxKOrK4luu^Lte5^BpBFj}I<^nt$;;RLu{ z*4@cM3&;DfJ8|Oa;X5PDLwgr{Y?8MFvipKqMu$zIsbvjkwDUS|e7Vqm`{&g=g+hs( z{v*NWm&0&;xb2Nt=HZ0fViJe#q#*8Xh}3S~Sh$siC$WN-@pi+fzxcD(+1MWY_A(C} zo(6)Q+!9@e2SirM#FIFe;tvFhroXkWwrXf~`+uKDCQ2Y- z9gBfKvq+exM2EM}H!tefPa|bh_?nD6%sM9g2^Rpr5Y#~^?EE|)Yid5|Z*4l7#$pa| zkfDXDpMKo5?&ENd@@L9%o%qrURR$@uTH3_hJ=SQKCEUQP)P8LHIRwoRX~rP+W3$Ey zRL4#7znZ$p7$~g|Ba$y3D=~fx+EDKqU&S7;-mTSc(6R>1IDlLwEmLHWica*N2kM;Q z1@aW2&@nJpF+e0m`D!4wsxX*{DSEowWoB2D7f?dkH!ZmW9Tr7hhrzzW=ve2bg~rQs zTZBiD(%f!-2uz#aa2(S!Q$5Y?&2o~#QjsSG4jc+L;lEsJY6BfGuA;8+u|`7Yl9`GI zII6qDqFMn^002}s5hGuk@z9{5&e9_CmbGsBgu2K63N1pM*e<@_nrO&D>mfp)dtUKU zBVvq;09{m4nfAIa!pe>U;4I^?uFV~sMo@41-$#kYzMJ?vj*cT3DBeVjv6A#x3(ME% z{rmU0@BE{?F;bDgp*-J$)m0J(iMtA)OK-?_h8+o{U_;0a8*xK zc)xY#2H_4F8%N|@PeAx;1EQ(WecQ*}jY`mUBN5Wuy=(OHHa4ju!6j#iN*@Sj+9wi- zUU9dJaF;DrV2RgfAPx;0JNNep-d$jG?cngTG+vzKj|FkCoS408#zHl{0Va+zAcgN_ zss1Z^1m8{|4OQ+RILFSXT1h#|Kl34^2wlKh2lpNO9cMIsb{o1~HO z82=c^`3Y1xKA?G*6)EBS{s8eS3AtCnbU0LKFM=#82c(l#F@G{GeZf{AB&O$h3NlyR zV>OIv2r0{J4V2u5WHv`7g!=#(VK=3w68LFC%%R`%HcHSM1UKY75r~D@&0wrb!?(qB zM5wrKRL$Lpdu*F*HD09>gipBv3>)G}lGL!DB%myj9;UDXN1pKm zuvfdQL^L6is@omU&9w0iT%iP^H&C0m_m|P^cn=7hLy^!&GUARPNp&z-C)Kej;af5Y zQO>{SfFN|d`vBYc5A^#-z_R~)7Dzf8Y^`u0UGXA_p|yeM0hZT109&5+rxjy4Jc--4 z$!$~1ME88Y?)+=_SaU;U8s1jWq8UK^jiK~D5(7p=AICBAPMx26Ci=NeI1;`Cw4z`~ z2Cg{lix70bAR$R^3=DNF22L}+WeP7NPZ^h zlT+7QpLtg95WL3g&^*_@$#v{#60&e9xY|ZJ4i&op(@hG6wfdw~_F#?tfq7`* zty|+mE0KN}NQj)Pc_1y?;Y#z;(o)q01LC*?n{5N>u5(-*d30K!UB>a+zwjS}*pbmB zn;s96KF-xDNy{a3e|aM{+R0g88sg&fBA3Tuults-#r#`~Yv0kH>T=kc*Csxic*JKv z6Cq{r1DE58)%m^5_6Qm|GfS1+#IwHIw_o|3w6MAonQjgh zKKH7z^DPf-uG21S!|oi7qdMB{5}8lZkozZVl5zWYxY|Z_W~rcNeyaTNH+{+T23>UH z$7m?bptX_B@SZxFC-)EE>Bc>{BW68d_=-KCCKPy%h?>EKK5 zM*JS3e{%ovWEFe#;JvK|p!#hyKi_EZ@*LIQ4j+` z6i}o~5s(n+l1?cFNhxWhyTPKn5or{V?hu0x2~k=?I;5L@4c6Lg{g3_b_jvcG&4-8Q z5awjgdyadIE6($G$)OJJ#0nFh-`PtyBatLuZ=>o|FPWAAkJIY-`Pxp1Mj4Sq4(fnT zA0}qyRqO)YcF7hD%$$OzeRM?gH7haNTnOUl6C@*!svoa z`FYEJ%`+W|3+wBC>*<-&I}VdSijG#O*9vIYBi!4=UgE8d7YMeoXt_vkzgC@|8S!-b zZJzW7%tz}+_yK+@aP0?Zw%SiqJ#@_zxN~0?_yL9>=XtKbK3HaP8%c1^6SFqRN_RJ8 zi!oTR_NI!S{p$!dtrMNhP1knwMis_V{f=i8eJc40-1eUD@+bT8=Ph*FAKxh+o4XzL znkY0$!jhv?c#T77J6~BjKu#ytoH%f0q*BIU+1A})>Ybs@9veAE&w`<^RVQL1BjY<4 zmyWab?>$aus}39II!jS3N~SpujT7_mDJR){O?R5DwFiw9Oy5h*9>wvymbE8vbzuwS z;hPd4z@0tuC(rEL_l)#G>aQq4y-3Q@eExY~aLS;rxbY>Iw8-2$+OYeX{kgHX=J~QY z`&nGo!KKP_VSAE$Cf;4zT#B4bT1p$d-l}JhNW{X!l`qG1-280W|GxR!`vK>}1FuMt z--qQYF(j^z@gHMI@h&b$q{?YX=J|*jetwmveP0>#vHtDbVGvf)zvAy7omci2g<=b+wkm6p8qabrF%2<>z5mVSk*}Hk_QU9L7OsCzsm)kQPsLM{ zf+X@#4b?`x)~Tc+<-?uXpO4k;r&w}ssD%pQ>@@#a7t7FKIQA@#2n{VFxNfUS6L75c zTW1+cl(x7W0x6=zmoMuLmbkE=pC3o3*+^ii6X?Uf4&-Zxgnx*$DoGS;E%L)|E6twe zAhYGaC0!J-depe*y{YaiI;HWBjtu}pU8ECShc)JPI0#hW$( zS~~~IQjjoDLk(ZsJt!;LMLHk!6Ufvlk!%I^q87D_+vL1SQ(IJe&Qr2qh(c=0Mv`jX z#4PWqQ^+-4x!6H%%)AbNG9%46Upx9;<$C%Y_v`6S>iQJE3IF2L(C2!^O)VUEPU^#K z%x9B*C6ZM?(5W+O4+~7np@{9&UuXeD2VFm|=l^&OdS#+EQ_Xtc9&?!eU|OEI_4_8b z4b5^{{qfPzWWiXW9#LGmb9qzBK(NP9tpaHb3+=A0k;3L(Ei<)fbzWyrz1p~a$F|z2 z+|0edVm8y!gZ^(?d<3_hH)}8ro$ualNtbk9Zy#(&D?v3!>FX43^{TT!Qhyp*NN2#cFa+Q!Qv?Y!+q;!`kAxoDzu57&kD|4{1lldy2ET1e8e8Yz+L;kKT`dy zL(8sNdkdCV;LDe>6wWpqS1ZdD_ql;QXB}&t>?{s4I$AizW4;BQuD5zgdtE*EQGw-; zQ2=KRYbufQrqcc@k+zKV4^CnLc~Io-NAg?Cn{EjcKF+o++4Q`vKP%r)OWzV_xF7XC zHL#7o?NQq${*|Z^&y>hr-iU%k6$WBDt1;V{^Kr#qo_oKqrLx|-CqAlO{6N68Uwb)a zFYU&C&wIc0dDOCLMsBM{G1q&n^xE1J{JD(P`Fy&SrX_Bj61Q`+NYd}PeDg&u^ml*C zvR44L2LxEj-Bi(?6dMNKZDrnyF}4nXEWzeqx~Gw=!dMWPw3=~4on250ov^=l-fcg;SA)1l zS*?edwqGd^?XNf z7x|qvIyI}PxQmUVO~0ON>v2DuF_vypG$+{@$KoXz`_bLkT+mkJW}ZtmpH5boxxjN- zW(n;WEN&aAxSHLmm=RCOtemlyFr1ZpeOOA3)-FHgWZR!}I~S!*wf~Z^386r-&Qeb*o5x7L!ovAj??R{k!sci_BS zQ^Rc)mV@t~?K7f&l3B-9{&}lbM;ez>i8`>I9jtu2V1V2w0?Hh6nF=Y)@Vd3cPg$Ke{KxCdKIlO{DuK4s01AvqFN7Hfkr23r%HWMj zsYD(ZkRo;5HT-j@FxHvH#$BxtCNrQ$3Y<@`>n92En4a8o;T)bXMsK1g)BIOa%jmVs zmnp$NcaNGLy4lP~vWav*7$@8dMjyWNK{Ct*mKoMx`^XpoFsD#trF<*wn-0^ z{6KV0uhgn;mrk^4d%j=hfCPR~pM^5fs}>9>*qM;qJ_b=zk6WSxY5ydSpU^G*bHA}s zf{E1y*D)MhgpB7Hc?O{0nGUrZq~fsMhmX$y@*^843!b#;VcR<(1HHDcSzrnVWAFuf z&x8lgkX9Lu*PN+C3J*BqQVduRq5fn5A#4!@f`1)3qP)l6emaj{^J)ydGp`M2P&d#5 zEr<6TbM7Y^AK+;5{Wwu!Va#>yA2`Dsw)O)hmJ9@CwD<4d|JCH@=NH?=q+av@ zy$TQbyb`@`rLNrdz`~4!hFvoZ46P#@&p|U?u377%dh$z1mx94~ssgu19Vmb8DT0E( znwTDc6he-rn+xcJ*FA+yI@p;=koENG({xw>YmhcKLj;QiA%ETp3W9tba!y`$hl!|1 z+Lt|>=m~aczbS(C$7Esmof7!)K~URp2HiLC5~8kYI|-v&9nkRXefBwVpqj6W5UA^q zkq{2^hBc>CHHbu*Ghz_DaVABl2Vmb(; zj6z0{!UIHO?2}|0@8mQmdf)zhCx(Z_QojZUfU}B}Two^FMn*wP7I?k!o;ti#_>C*z z0)m=QHHYw|px z$o*Jh1zIN5S7QX1P2de~w&g8Af$c69ceNMwqCPJ61H{a01Afy}k0Yq*Pd2{od3c%B zErv<`X>^MZ2+`qPKjk#-V;#uzX+mjmm1O5whrgQ6|^$rMstV2x!qwu zF+T{N0Sr*5@;4YF;L)ZO8Mosac;cX@C7~t0PD(MkY&5$N4-v((<$L)fgBr$MDyH|oQ zH3M{@M!)_*Jb_w^C%uzHuff%6BfFK9dqLmN+=J?rPWW>A<;$1<@JL+Te$Q+3r`;r< zMY|?8RX;HhU8WoTk25u%HS$Y)u^7B2XnD@|<963|>be2g@M$O)z|_skeg?q8M&Bf# z#VC-mgb^&=$lX7-!~O!5h+4NF)-T{Pi6B=U1*JvuM4q&+#$3A~8AU<=XQ*hU6XT3Q zHL90UCE;^>67N7et!#Vg;s&VD*$se+V33b`&FGb6vSG%JLH6s;5$#RZkF+|=TY3&V9QZ|6m%9 z=8btRHyJ6C>;&}=YF%Cd0`@op(u~%{zrBS7Cl;%whoFS`v~&plvoc+A(7_{DA|ID& z-QfUA^T;V~db#*3TtoO^IRKF{#w(B``c$X~GSY!9hC?bwerXx`zFNV!+Rpb0DV{2H z&VE}^bh;2Ec(jvNVmY#xS)f{OsYSRdpLm}Vs*%#&NhO}gM+77!CZxTvPjN5T!7RMgj;7LiX38kk?^-=z<+-G{GCs1Oah>fB!hsq~NHZ&_Bo3`t<1&-Rzv~Cur4cLoqdasuCKp z#`%|^n$FxJbpwa98;Hse(N;{_J*%W_aU<>2CUW8dnt;wZ7=2EG#MjQ`HRAvtqc1i2t*ciEtQ+wOBVn2FH9q2ay?H z9?WZd<`Un^Vf9=|MC8_92Ts6F3dyA#+;{qUE^h4DS{>S_M>1ah<5UpP_$To1C)9IuaDKu6hC0AMt=gi}J7)Chf>5?Ey*)){ zS?&c`<9AGCK$8Gs?(n=Pu6l^k2 zkN_G9Kj)RPF^^|kbNoajlG;sz49k*POg9-ZUOFE)dD6ix5jUPi$yx_0@>b9_7zSwH z6mWYiB4U1c@BX>Z^RQ^V`ikxSKLQ#M+?Dgt8b-MuGMhuaw0vq9LviP)1iZzXPd~g_ zX^|CS0JP_Ydn)64i^w&MQECeFR@}y49xQF+NcfJ2-t_%2>K_!faAFjJ^Q_WtE*#_- zpAR&l5Dx{+cK|VY0`CxOivUY#kF@RICp*Ti`Lee)Xf%tU-d`cOF#8H(yKfwcQizjX zQR@z?k*addWswgp^M;rkg$8z@R0pfrZDe6XbvDCy$aW5b>9%=g-)nFXI*95ciIz$5 zo?RH1m9_~$V$to5m=-{8iiU2N3<#=~_~c_^=^k+p!_tW9yoworukQEjGs_cj^{N~O=lXR zx)*Ckrg+H}xt`&QFyZGvE))UwBsB!NxRxP-fst?o{%oge2OW(%4~l3p@&-ehY@qQ9 zgW7a#MkNgx&pJ$)oU{c-OKhNfuGloCa(*sztt7s5IPKR_n~ z2HCe^UFrXFxJYTu-VV!TCKq{GmAyV=i+z<2o($7=2DdXZF~hF`@c;L-leOd(fgB0& z@xtf;Yd#dCVyuBB1>a7d{jKy%3<1ea!%fDYKcbYmKM25$ih;ah}!XmAOAK{2z9kHhbG60=iuBQtwQq2?7Z z#}j&Y`+^DV5=z^=QF_$lBQ&cA`Af2hJzQg_>)zdXIR5aLlEw5%8hCO1v_XF1)gb)h zyXVOr#R%8trO>PxNcc}&d7ly-L7AgIR`d z*D4=Y>LpRiPxuWT_-EWh4t+5cNNx*FUdMFsEh+(z8d-#5rjXF82Z{m6Q0n*Mg$yk2 z47hiZsy`06G;%stXea;xa~KuhdZEb%Xb=LjRWa$*4KGbX5_P+ae>*YqmZ~&(SWWZ) zZ|~_AC#VRfK?cG)6AOOTbq$1lfE|Q7YUMS%-(z2Qb~NxBkzguMu!0dG+17o|m!& z9T7cV(h4ZOF+;KVZVW_rZ4hvTyC2jaZL;iw7M_NQiRsf4qE)~h9dD`+_$OI=<~qI4 z0dcH9p*SDMswd(@k)xtUWJRmrYGmC z0Zl=xy&c5f!1a}W?+>A7$`_F7-_mpgKy@?-DxM(ZijUSrE~tZcWxd|4K*-4UUytfN zVJ~p1Z@05`gYr`z;+(MY3WN(;KvFe-;eM#@&;2Y+!;Lk`c{vDJnWu|)urUj8lVSK2 zwh3=tc>dQNHDC|-?B^ht`PCak3X;RSZGwn!MDdexL?-)`+V;758|9eOXD`Oi!@FfB zl9RpdX9{`w+}`100BKH&t`+6DCSbNO4uzm;R6gug{0W9Z?Cm?672TRZ#qCx(syjY% zRnEZ!S1v^P$lVo{9@g=nfWIzzG`~%>-27MgR4hF5n}6?@rtF;)3{D7CPG-RTFEm&f z((U;yN^W~vOk6zv8!G^-I4BpP@fnFMyiSXd3ryzQ&;5a*X>z$YBMCGXZ_KbJ-*x4b ztmlBj>k=7HWhNX@UZ&WV)z-X43 zo*I9TG1uSg@F7_VP(f1BzR)icqTxiwD( zv@^*pzwOPH_IcXAYZP$jw;=K}y5Xm-4M>`brm5DbHWgfZfw#BMSIrjkEQ`GNhiwN~ zEG~gnZodv=oRGO_famPpqlNTMV*0eU?3A?AjJkp#KJiMbjDACRb3qYG!M1tq7r}yh z)6>r{INLht0}?_lRQ9?8rK51$LdUrTO<2;e*_# zIKOu``c0!$tOSk@-la=i0}##2vQ@JlX*Yg>a6IB|W7fucHK-hXhx9ee7i?f1Alqf; zFF8}lE}j5>93U_40V?*O)sFui0b@W|wL(ULWx+md1HyczkGh}E*Q>Qq?M|n~R5!EW zl{c>i?bGmlXY_1&W7|YC(ZJKPwRbHTU1PSpyIUWZDoPukXVel8sT;dI!D1p^Bk4 zNDtV&I;o(Kp9zk9?oVcO0%95L=klc5*bjX(&3(8ID+Cs>}^Xp|J|BMAiG#SZ7 zEPVRTRya_*W?B9toL2c`f7UrnnT^coiwwn7qHyYTp9eZSF<->*iZ@&R6(4CkF5Fx1~$b^zjOl0>OUwks}}2W~j(AVD;+$c^5*gD-;i z)_e-fqfPq_O{guzrFW-w&A7-O&}PH&bMJzANwrCqd=lT92X+;V_<8I~7ifTpu;)KR z{P{kI^xKMCq}t%W@KV3;0DlzoSW=sk-o6s0>Nt;@_t?kC zvsN{8!2#=&{0DS-?`8vgvNSkDFP2(GC6gaAWHFEaJijRO$m)X!hJYcQzWktX!DDwT zB#6!7P@_DgC5rov+i+&>7woUi`sT44aZ;$a%>UFH}Ul4YYnw;_KM#bBvZj-nTPW=1~z(Vc7;1~-L*e>yZ zVlW)3%2snMNNZ+QsGRXpVSR{JSuwO`XGyjkDzY;(3V-s#|M6Um_%yP-vCECs;#{qD zJFa9s#NhMW*Dq_BL%QPWoQn-&UcB$yn%kvhY@`?tO8&@Oy+qxfk{1wpX^HBgu?w7I z27zjW07xKoeBK{8G4^MWFuVW$0EIIdRzWQ^MR(kDzVD70_})j2@Wzb zE~>R2mJJ=lu1{2V4V$)9{Dn&=R#OPb2&pf;>G?y7>A5YFS);@tLHMd}Ev-Kb>!;71 z>OeYUxae#Bk96YZbq_dua(304$h4Xg8O=s%%B_C6KZyVFccdp!=%%htnPRLtPi&c$ zVQGtOue4#UgS?Pw6kZpL;L;woT$B01er#l0f{xmajK8NaV=UK80eWNnXM%vtU6$rs z@e@x>mW`~xB3Fg!St>2ceGqH|nttO<9)W4v6`gZ^(y7daatqnP*|Wqc_4Q2G#B5}e z)1K=0*vT5m1{!ou#d^9N0u0c*;o6leOayJjE5{o}9M9GijwO_6da-Yhvrzp>3Sbo8f6bJ9Z}=L?8uq(Mf?x<7(pg4posnV!yj&FAV9PbK`w|+pK0R_ZFGKBjL= zUzBK%!22FUbKmYtDt6Tq z|4_Mgx{c*h=bn_j_TR&!r^5hqZV-4%E3J0J^&#n14;_)ubTW(61vGoDOz#!&a3sra z$QBfzfhl(F*hb}Fa-u!)g)>`F&-s+!v2Y%vN?KR0Lkr9Radf!*pHYdh1G*ej#u?sXqB2PDUHFM%cj}x2;i>H{iS#9Jd zDRT*{+1|HdydJMm^ui!|eW0Lqv^c8+1}b`gfBa1A(%s5V6RX zF7SN&`)sTk1oimV<|H_mD}c*^FG>M5zqdseF%Pkq8O{N@!p;bv<~$ZOQIp0_DigrG ze))oRwgz7kAN)3_HXY)ma47TvmJBQ@LqB0-3Tz%iWO=s^5t?Q76S;r6UkLsm>N{AJ zLiXL!0Hf|{lY)wfm(Z+`3N9hl`N6Z4_{$$PIhLL=oyK$uQ()t-;&@A5)Wfgf1{ZXv zIE5V)w7C??&TFciehv|(0X97P{y*NVzCQ18)VyD_5<4NnHCR1Q%}}8d$7C46OR(JF z<70*0R5{BY><)cqfJ?VpH=K3D_n^N%kv*H+lt+&A$Y8(WTsohdIzDM5pI11F~8=oYWnP2f* z$H%ElCKX>^ zloNkc93Q&|+Kl5jDAiKDB1C>qi^P3Ri3!qX#;0)*v+v%=@mwWpr10{(LPEPXFg6Nx ztJB%|d-zczKQBiK?GWhUt35|A)z6C^AICjVan@DkY^^T^jt=$tJ+%`AITo^L`dwWe zP?RixIDFpqwBA4QO$|C=s@Ijk7J0K{#!zxS*Ed-h$4?b#-x#NB-rXV~QRMZZ`0#+Z z1kQ@f;CXBqg{N3AS8OhN_>t*~n*J+>gE+z%uw-&Uaze~uK8%A1#RmHk z{<&Wg&#d4_gg$SNDb7=ILXB*T@aZOQgF8cwCPOiFeG@3L8&iNYh*`a)f^!JtDbAfH zY7--TM}_0rxTbgvOzEY>8uQ3ol)5a~A`Rbgd{*hPg^wQ)KX5^5m2S(kGyjNvby})a z=ZSYvIcr6M^Y3TVQNiJ-SSWl`_Jl`TKd#}+n&Qs&#&?hci;cKOs$!?dFi3LH;i ze6S}0GV$lLTay`zPI;1+fSS4|j_+4bfqmvCurj@NvhmM6&Irv&Tjn;YWYEJu@_MbS zO9jgeu7dX)D5g2!_%mJKWbqSz97I7}f#bV+PlOV2&$W%9>%Q>){uwoDoHO@e6;p6y zi;z=Xafum;c|(A$N9#ioT4S0jktgs^JuoP7_^?H;+mUbHiw@Fw!HPbiCEs}pw;)Bp zt6=GQy%0IUqx%uz_-u&~!?N%f8mGYDBTnruUaZoLWQE0rGk6IYIH7=&$HSgjdx+Z5 zdiZq@@Jr|$VGSU}4?d0s!MP+&+7d!o^dwlgK3fln{RDx>aug!;EL8~4|45CtWXR@W zBSlRRK9oxdsPQ$Jx}gx*Ac}8yG1qrh0&eMJqamS+|Ci$5H3htm7-dTU(Z!hDvfxbmG}I zktBHQ^e-Bj;?|_&_(o{VtOW|{f|D|)i*03P17T2?EK;*T0vZjn1Q`hKP~Ub9O&|p{ zh>}|#R2L9R3eBku2jg`Pa3S5+JGdBc+CrCbt~V>>3d}i#N*5iPyTvu?B$}^X8^3rL zsU|=o9@{j3*JY79gpUenCsNbZ6X%5s3k#1*FLsNltcO|TKHzo2N_mgJ-_qQ{I zmqrP~8BjPz;>#FlF&?^(uczB-_%Idl~d9e!9CSksdqH>|{=DK4iY zPVA>c@?%xrM5QM3z;)fKXk+D&fN(`HnOn3-a)7Ph&@F+P?b#e(oUL_vlTHdgP9p_Y zhV*QUVl2Ikvx(9aJGZS#(ZTZ%{tv{-W144`>F^t?Q<6$;plo>C8N3Rzvo@*(n}0PZ z6Iu0qP#Kl3*|77VYvwyh5Ms}1f%pqIKqE*6jsE!k9Fn%4I(JtSSj;{HuAs4%`(H&C zNF1^T^tCo5HTsXkI3DaFIS)?g%HugRh2X=yRR6}irHrWYONs0UPbq#aO1_fAj~qCr z?vtE0MiGvGE<`6)2e-wf&15cc^OKxAogtkqBO>UMp2o+seC?OV#)F~|ytXLOI`>8G zUAYEK@Ph_E(q&_thB5(43fC2w zGNGZN*Guz31d`CSz>TN|rawN!jhCACWg`p8UDa=}nBVmNa=4UAl&@WN>vMHTc-hE; zP(>1zS|5YJ~E6 zU(?TX)N6BFL_No4E+npUTmN9;SSSBfc+AtqZ!7a#VqX1kISzWB6LKrZOSLz0rq zzqs+8y~yZ?xXDPRT2;ztsnm}uPTDydMWF{(e^Y9`8Fwd}pL4rx`IOZ82OECWeqj@3 zF!Zb5u*+XL$K@d1HzDI;p^_4f@t_)3H^rHjR304TR+{NGy9mO|gdYShSERb0hMMw~ z@_N=fFbyRvXq1L~$ag|-@E3Wuo;A!O%i*CrTGII2)(k*DiVYwCF_tKoAWQR-(%TC5 z*DX|XN|=5*3o+{`xLYR`I%jd*zP6L#rOr&cqY=q;yZ2c7kRS<#$*=1#HIsdn8QUoI z6KXiN;MakUpS3|0t3q^9I3q*E1I;H3-)()2WfSjzXBzAKb_d~ost+Mm$~4U?d4nq7 zTHZ=?Y!7u1>)ztlL*?|RKORBzQ{Oy+(*}JJE1rxq1v+6bvlns% z{(Lu|oN}=%NtDTyb5N8VBvtxUS%fXorU&!5iusEc%Bl z+U%j!w)IVcD~#&J!#Jmp{@AqtQ#{sny{p=4EXqKzV9!Qy8YFPEXzrrmrR(>YJ`r@m ze9(#%+o|T?TRVx|R_2veaPNjs*0={kuao^T!2qjrZuq_xxpdU+*>&453$c+>D{8)?s&bBK8twpuv!xlK~UME54LK+r^+<-h8`QOi%q!JD*z6oT5UR)-b&v`gNI>Yun zA$e9)#bgesd0>1feD%~m%?Fp8 z=J-YnT56~h9m?Frw;pIhla@w@Kn!R?_EsU!vBI3WkfZ81kjH!uOtucntN3;IuT=r; z4*~xY??8){!xj2LhR_+zq}qlGVVvG7<9BsmQ#f*@mJ^^bM#B9a&GR@%NS+qe1hzR~ zKAi0Zv79X2hVml}RK+jtIxdhdA6|fX1eRBMC(|kz92pXttZab?Lg3w(_ z%X^jYb z{q@^77o*0C6zDYiz&1_)wP{u-A6Z9@XVB+|y=OdwG^@ZLvf4{*asQzWV&*{NyCMkB z>XUVbFK^bwHa^nm#zhjg2S@+`E!Vq5EvQOjR!|$Q`^v-(#bnSw9J1r@pX3Y$F8DWW zWaZ@zvp9Xy{HHKH5e0+1>3_7~;ZGx-0DQxYEB;4pqelvJ!u|tHHc`EP<%$7wa|JBi zHW+k{OrcRvEGxg3T3!`YB2<_hw_ zDZmSr?e$?rm(3{5t>iDfJI)i`o0H{9vUr3{sc-pUT!+zeVle;PRDn>oZ}REF5NiDk z#WHiJz2d*KX{~BE)euSr%yOU36V^KYeFuyvDd4m{70{)22guwsG>*}vPDU6)Q3qcAadYvy&p8ihImWTD0~VQJdu0_`mebH@Cml?aRes8n|fmb`Oz8s;h+yIiHmO?jPj^k&t3RtW7OMU;d z=Z)icb9Hk-Ct;Nf8b*XTT1YAhs?Z2LK`CkZUySQ_ zQ;1?CA8x!hK%~+k4$Ce{-CyKSW#Q3ro+d(EnLL3cuMI>a^0c*&D^}AdgkgL$Q)sTP z&OC_Wy2EW@GC&4qhkryOo5O8EDHDX#kKLuq(qzPm^mr#n-PYw0Y6q7kf17A^o8_+E zuXoEs%a9QDXH61UO*EHYm`;6hvuMu_E81f>`rk8iDHK74v%T@TwCB>m;5a6E6B=W! zU^h&p(=Ck( z%9!(d#o4L?|H5q@0g##a?VtVGr;{`G%Q&yVt<}pkAhri=tREj5yN`oSN;&_AKRhg= z27$Z{NJ1XFB%}EijVnPU?B6uYO?v72$FQlKK|7FaLYGGVU_&r^uh;|l1ENsdRZG!s zcnwwx1m){=fbg@Ju$%$X(0ElAT!Ok%44m=x4*#p6y?g&^%OAjyn6$!P$^?WahLCrvrQ}*X`^;e>kf9gwHt9K> zQ*3P;r5Y75cV-vVO-3hS0t_sbQwy-l3qk1p+5&=dpCKf%93292g1UpH1DE5n=K9SU zSioCwPO7EI3&B9A@^;tk7{@Vpu9icj8sFvz1Xy%p3K_h*)|xDM77zrQL&MvHHKk=^ zY@E~V#}@#4eOVr@BL?2mgs+$)QKM1q~D!RjHUpAOHzS{`GX^)O^OQ-+wYjkDy@ z`;QuAeYB1mzeNV;eg-4OH{<~@bmPAK!jHUZ$ckb>K->Znln-!^T=C3LtIlN0A1c8* z-KATZJp&}eCY6u&KbAqP+U|74A~d~C{DiO^sq#JmdW^+;DyQl}_Br<5S$L09!I*9C zY#1N~pt4%TsTKVGw7b1qD;#j>{!1qp0goUhvMG>+j8~zK-E$r53d?-}vgHYA4L#=+ z?J;zcAs^~k?}zs$_@U}Uqd%2GeO%6Kk@cu-0a zlud2(y||J*Wuh~+^J5B*I;Ittw*N?^r_?p^kO~)S_OXLy;s%$%SF!;$oTH_GU_bQJ zc^MphFX_jLTE2A7jV>VFwG;6WwuQ)o@KczJzc0t`1(kM^_hzJd)vE)b1V+O5AMjpI zaro5t>nV>&2B;g6u&k}~ZuiL~2(w4ucVw(ei?hrAKB}T2B}voKo^^N$mTM`XVSNxF zd(zDkt_Arl3?aha28x)5z|Q#Tlkr_l+%P@nqXEYSG^tj1!~0&CB1oY_s^zZRqDfxi z>v#qTq7NYyt>x}h=;V(8n3Aw6nv2RJVcA|Vv(9l)NW6&(jc_ls95EF*fCH?f-Q*VJ zp`a(ADMaV$_M_XUH2&!eklagkfz!qa*Ak!)?Q1saDHqq1AyX%jO0yjT1KG3aP*dW8 z{_AKUh26^N$b4^!96O17y*&*UoBXj{Hw)Xwy0?czcOm1R;|_51icI@&t&2Sab5}b2 zRkf5`CugN*{8auMt%ISTzEJ{y2e!aAkA@S`;%ADY7P_^G)?TS$+f|^PVZE1mw(+DF zP8PM32*m^oe9ZrXUani^F(3DMve?y+Ta=F&iM$@oBC<4S2SIxWAJvr+OT8@Yv70#QOp?Y5!&7%r z5Qe$_v=)Sp|B`B=@Bc$NisHoo55e1il%D^)hkMDLC*x58R}YfGBBUt>2Q>HSx2+le zqrv>IY*ibn|BAB;V1u;z-T065Z~trQ@WF?}TsIO{T`yNy&%Qy;7X&E4P(sFR9 zXaJLf-Kbr1%NcMVkC5~o9CxCPjg9FLdq7mRY(QQxqX-47^6fbf(OR8ta=NP|B#g++ zj3~sww>Il60RIn~UZ@VJmhdK!!HFW49HL?)d^afYXkgo^hl1UmuLJ$I15I<2?1rs0 zph)5jdG+#TD3a1aT|;j)1|l^n*rpMqlnum;2A(>QFS$^fI5A-;$k6N@qq!b^)v_NgMr$e)`CWft{{e#W`Y6cs#UWCa%kG34;0@5A zqhqyGYK#Tm(p~rvSBsEf?e!=GM{?Opq)t%ZF%jtnx79R^A>-)3TM8ko$w*ac4fq(4 zsuab;m0G8#!9Qe$6%oMnh@wY2S#7Cqf0;KVX&t)g#*J?SDi9eJw&#guUO-Ue1~Bj0 zg6_1#*~C!UH?a*evvk;b{&*bLqMcpi^%esRL{_;TcY*dFN-u zcHd1GVB87cRy8PSK_~eShI|L8sT1Hu5<=MX;^B1&_=E9$rDF_(;b8Rp1|yTe$^_iR zllej*9>UGlC;fsXq|u=+ji80;2$$E|+U?*PqrrhkIsAZhW4Vj;PszLNHr~k>!WrIb zx8q6OAY+1|+Z&Y-S&v}rDJJnb_h@nfXa#&!&Oky}OoIDs4jJuOdJU6c^|<;BK?&A4 zzuInYVvAVo;(RW16%^FlH5Yo?zu2{8s1fn&{hjzq7iby_!y@|R$WxNXzKWerucmn4 zCeKL|0#hpeCVI0JvL=D#f#Cv7IfmsnsQ$x;G-a4ihMtnM{{5;N1%x6MpVlO4=5*SD z`*e9F@mVF_GNu(CF|bir9%_}~%1(^YW^9YA0z!!?qtm!8X#VU0+;pjy*ne>2%B7$zlU?Nscv$tt^8Y1-*b zgR{Vl^v3~&1DPUwpU#rU(&oD4?cX?s5&DJ%)L4*>at)w#eIG};dPAk!#?+RCOgSue zbUAqWZr|mLjH;(6dkZg{g4QPINNc08YUN=}zDsy=8+#X@KJ&we4>NIt?scOPcpLNm zZFXiLGoEV-2g0flin=zT%dF%cXvUHpY$GWZQh`*8OBnrY!Q>`fB&c_O4wfVD(GU)z;Y&!!o!&7Ao#ue zDfawfadOO=5!eG`fBCvt@-!*NgqiA-ILaA@7XzPo-D7s&8i__)-yU@$_I)C+V`n>a z-#BdbYynVb(!G2^9L-YV=NTtre9v+vRvI3PLgJNMKL zwlKC4LAYftNE>FwwwdQAdF^I(#g!_Cwqp|^9ZqOXPxcKEJyho{FqQm)?+STK`d%fp z@7H{u+G`P@GpXVEW404x2Qng{fA~L_FaD1wAUw;70RcVz|62X{|Ks8Jdyh|XI8aS7 UrRoEa8iSD%lYfveqU-a20e(D)UH||9 literal 0 HcmV?d00001 diff --git a/benchmarks/plots/3.csv.png b/benchmarks/plots/3.csv.png new file mode 100644 index 0000000000000000000000000000000000000000..aae9d8a002cd09c4802367a7f5bf2b2d3095c55c GIT binary patch literal 39212 zcmce;^25JVKpGK{PH7~R5Q7FO0i{$L zq&x52-{*Pn=e_^H{lU)>IA`y*)?RDQF~%J8JXceZyKs*39D*Ph?#bWPKoGo81i`(J zA%Ncqf4%h!UW8m_?z?I_TDf|dIa?yiX0A?;99;^1SWdFblu zH5H@37=JF14)Y)Z|Q=A*~rNMGzZ~k{@FW6H{VP6Ck=D!#cf27h2J7y4yvhfCPM zz95UeF65k4`cA((W-dLzn3!7p(YDRcutpuZs2lOLcf#aPj`qKoXK<ZE?c9!&}P}0z(4dJ zZmjq@?84W3I>q;C6Ahi8UuMyg-&q-7%9lKkNS3M7;s+AhPJFC8JskhwVZHxY;L!-p z@!@Wwu-l@15bhbJp+cQ^`pyH&g6)EnzVw8IgzYP(Lmg(H!|wh4_Ak-C=hBaNQ-$3M@7}$ebZD6WxWh8h$ZExB*vP|j@u+F<&v{aU?W2Kn zA)lX;2uAts&m^X#yCwf4(={~PF<)H$USX-2EMTu+VJ?2WrCF(~nV7L?mpPZX<)O&T zTdJs`oFWiU$#0v)vO3)!%e(yn51A6yr^QDMN4k=E-DIBB`EC#C>Ul?yoA`2b^YHYa z-mY_*Q(@DudRVapOZ}(mw8ZGcC03o{`6lI6UD#4z^7C(~!ChxY0>*~b#b&u7C-CVD9>ol)#0S>URo9R9o(oc@&-X-o% z_;7O5($bczri;(c&Ckz&!98emaLnoRh2(>A9K`7wODGZ@ z$!pz{l*{bcu$?gG{>y$=*#55bxZAMhLHUH=u94TD=S)gx)I^d?^s76TH3t>aI6e2B2&PSLVu{8UAx%*cp(iD6xgc7<;u>=On!AG`xm z9(!wM0W(XvDGof^nc-dB=>aERVd-`Y{W&L_F7$IepBpkveV zY``)+G|L5U1aZQHrNjoV$gpY`#!Yu7_68VzaQ~-d-SL8q)#_lq@#Mfx^UNUkm7f`! zyTg`uVFum9euq1jdv#SjxjxhVg_lkamP&JR^L({?Bl;QH#DBVNOS`(ZzLg5mFe>#q z@y!z1+Wxpdo1!_Mr(bP*QjWFzQQQvWh>Ij4+!Db-ruZRJVk8r(PBwcba=kiEjt^&s zbWQj>soj#Z1$f$vVQs(q+V^Kak7L$k{M>5f^RIfgh=c#%aA~^l>G7`By_qL_!D)^* z4>cO2^E(;g^2r60f2Tf$oUFo>y+0k={Y}o!5N5tGrjQtxOBU_7+eg6j$wZa^F(73QmrxGtn&)$=B~p!K^`0Sl~4!C%*?@e6`urn9qtd%vGL zck>S?E#5yq*zUH!Cg`BVi(Rafx*be4vwc1q13)ufmT9w$JCOzGzv^9V5AcjA^orvn%@7M}k zauq#4Bi||<<+uN5f|87JthznE;}9WocW)M^ig;Kpc)3kXR`!b9SuNS*sr)N07?-L( zpQrQXWbbbjU*b!Dhy^DsNse_7^HfqRE{DdfTvMVfERKmEW|*n7w&1*pAP$fN1C>VJ z+y6R~C`6DMGBO04reX}ku)w20wIOczgRSzB<}St-t5Bd@YMfgT9_gIKZ60=Nr;`}Y zVz2Yp;M;-^`!ZctY531ZzYnKZP4I3Y$j4`pjp%YS<0|$Q6!f3;6Q?e2baM6%{M{?8vA`4)irdm9 zn)n>XMtoO&*o&i6hh^AJ8pkH5ncn3JLQckkoP5_}xWveL{VRFr;cAm3i^)B_l!=`` z;he9Xa)#~R_Nyhv5GxKh1UFi7Fn=EHINabkUhl?xIO+Sq++5jGF`eF~M#)}! zb2?VFqr$Q?<_V2ag?A@=P10Y!tv!NgYb{x0}4m&t)UC3OUkwagh1cuTZOiZqj%2Wq_)w)tJv} zgVpNK0aXe1N&mxlbq{M48|F`HLPPOgBqnup=sEc!7G>}v2^7VcCetJ@r2iC^X%)fG z43d`m3zwrc~Mn%!z!~qsjMoQ^enU8 zDNLk{N^S1dmk}h79xzzNU}&CH2tkGav3Di4Dr=a^+qptAja1G2czu&i3fNaK7_yK+ zr2(25yO^wQ*EcO5CEhEcQV3#r1LH>0j-Kuvf|<5gcg~S>JlaW#xF*Q)nSBxm30jzc zF>LJ9z5G?=f3cI!+13aOdPvh10C$=Ns(3f6YzC%FKCHw*fJ>%$FB~Jcs~2^Zn{H@w zy}rr6FH?rcq7BR2C}+L7*p_ZPRG2*bs8O$!g4=moKH%xfb5f>UuO@&HDPn&P8jX8P zt-4=tbn*7?r93~AdD!{%!ZoXvqSpCxj|s0lNK;Io=jP6o81WP;<5gAHbJ+DK>-~H< z1>tU%q_hWTpvO7gZzp*u4+0x{Mfv02pYZO(*@*_9!_rBJVt=%CjpFwpWiT<`yt!8z6&|km@o%I^*D;JI z$#Z9UlrLQ~>cetH=Ox8>miUosJ6)HqymWucwMKxmJT)X&xoAcYk0G8WFQt3UCTq1G ztp=R()>J?2qgw|Yc(Nq-lG3uo@z;BMMq^qJ7t1G3|9)0$H2M2!Zk#NYHffBDJ55P? z{e3Aoos($Hlj8t`Mhe&glj^^JWW(a5&p#;Cu+V4uTK|=Z`*KoOx`fHk_x9J;{Hgu- zGPah6d)Y{j*ITKT=jJ5Iq~Fai{D4@00)V8QB}h0{M~-BsH{FEz`fXELcIJ1t7mv5E z`$MYJ`kPtBQfJjoscHEL@}Xxc>n=8zjUq4Se)$7h333=gbAj)se(xJ0`lrNHkajkw z+s${D3mSZO2|o5poF19K;L$aF{A3J(@Phb6v0i1DZtB@L8)E(i8aZ7W-|6Kd+W?y% z4|D2Odh0OD%20gNDR`Td1!0!gZLFD^6F z!G5V+zK#Qf_%Pt-t#FO+3cLPR@a}LJuZYLW)+#5FMROodZpsJ*%WLV8z<#e&98B}F*)p_3Yrhj$m$2+?p z+)W3IMUbg)B?~&H+2o|WQWf4Bk#xORSQ1+T4-4au2Y0my(+S(^Zd_5XjO8$@Zv!BA z=fEd#+us$IQqNn-zAOKNan7lZr_Rnt3Ysc2~x`A3lTqH_=6}bgw9wk`nLb z^FTL43XGuR1e@Q%7Wep*Dz7G@BC~pdtGK0!>rS{r~2e==?2boJ+xEgvPr<_WBx99l+b`+wXWeeZa(_H3y?v)xh zC=IKmiX~M%eOhWT|I4w7y=L4!W%OITdgJbTd3m`FfqG6QNu^6fV%-M&A`lg`6VpX% zi%IHd*$%b82}m*I9EM35l1V?9SoMVlxkl>UH(IZXW~MBQxGQ{9HKa4XY``KHwrY^` zNPT~5;abk2(Q0RMRQdFi>oQ@yI1Bq|NYZ)>A;YCef^5GvPBhk zbKGO{UY6`jr8yNNDe{N=1rxh)cH;nhh>qGfazBP2KKgF;$<2x#k*bQCl?-&u6>1k* zz}CP?pY-s{QHVbp-Y?8a7W&p{II8t+m%2_ZLmJ0%*Qhkz8{gnli&xGznVZF|$EmxZ z^uha8F}9Rb@mso81u#2Z785O79d-r@Hf1rBOPHGEB|(Mp7=|4ER}uXA^(9v9`%BGI zEpHV=Xw0yf^n1T_+LYrtst@=K<#s2GT)O%HOTI^%)@NkzW}gP_+#wOOcyGPX*bG7M z6Q7$>@8VFAa(YxYc`DQV`LF|*exW~&Ifae>G|c-Y!{1(wq9dlj_^~@wKcZ>_nqt+c zQ(`ET-+PUUiXlpD^3E*B2o3jBo<{tB`;8Te#DYWBr2UjJk3&n1a>E11!p-R(T2+$8 znxgGZ38{W3tk5cc{8aV6WnA%R2-$hs{46- z_na!nS-#7#Mkt&eSn34{VwZZj&c%9Dn>ETi@}5n!Vb#M|6ij&+82q+;*pUSdqYH1D z{f@VXPe#L>Y-k20x)c&abKf{tJR0Tk`d2+1b0LQ)tYb*A!)0}XF@{xt!gDU~tyl>; zo5=@F@i!acANR*z_P_VK@cf0+@jb27*Ot@o<{V?}eMs6{2NJ_cXT*{oZZp&1Pv}(` z3Q#|Lbx+JOS~jOMyIzciPFh%}ls499{FWn!K1+Db>92FwdStQq#cn(&5n~^=Toz20 z&Uw9^CDY)NTV#0AR=YXZs|X0u5-6$F_d~#QO4cV^^M^J@e+r%?rTZT+TPR;i;kUEG zO^d9M|C!7uEORw^| z$DZ8qS>`@{Z9TrEo2NoGpkxKi*6P@~$^Td>BzgIJtC;s*oUepkkXE6NbZ)OcJE^z< z-TFG;rM6{bX*a#Uw*93B=b4i@YmPp8W?dKZR@j(rXJ+RtV3avO7k^LUh$B6qN#o5C z(~qS?%(xEiR^Mr%UkZOhWA|%$rDf*i4}K|cM16E#%ynBQJiqZWJa(A;gigZo#G}?x zL+fnn6D(##@rkdDg?s~Xf2IZ5zSpGp!tjbWa{_C?_nm<=;f>Z2QInTj#6tNiw?&qU zr6y}JRHHg&rk?_L2X=pa4JQ}W7NlA!;ReCridEf18jnf88XF!LT92{EPm^g&$fW;0 zqRcnT7Vic5E!+S2VAijpWDj6QO0rwNlz`=MKhVZX-N%skG;)zIl}{i{5g!H=yIlTA)KOf!nIH zWwPeAVhE*Wj$0OsMy~WlA-~x-5h?pcY=+g^J?TsjKc{W+zK9AqHWJq>*DuLe*XH2R zm3=YS%i8+4r>)th(qbshPbZzO;yDdwWS~S-ZaQNoHpewB*xCNc!6mADA7+c?f9jeq z4i+qM91co)Zq2Kc62xCI*t+zLpdtdl<$T{goS*ltM#{`K0NkXw48EBDo^hx9R=6ZR z8zdL|Z(R**E$4HW763tK0|aFBT~zv7752mDl^tv7?}IAq)}E_2KWxi}^8UPL$@ryC zTXjIR{ABU%@kM+b>rsI<`vT*)_+-*Fq=p8dW6>00f`QLFS!z<;uKAn)tM5L6xYpT! z&#ge`D9w<@AZD^xtEi=Ekme#xC`K_px*@c=2@|p-jm1YisT5^#khHs3@sYrDv@M}5 zwDVjFZr?f3D;_;PM~k)MOIT-Yc`Jq`z(M3A;Voe-v>#t^JroP3L69I21Cd%vGb|EV zrA~YIzB)tbuo_hru@wB`d=}i9R{ClcG5Y5ST5L-UOU5va4P%78Nra0;KSl)*oWhXb zaxe~>O-yJRzP5BNg&EfoCInEz1!YSFiIhSA=97P-(FKbI9$uj6qo*+hJ@!`!O=$oA`V$6gJLlK@}^ry8x%gbe+)Mk&K zV~SMqM(?_DRiSeYB_@*|!PS=D?W8i_rf7bS4k7dk5ao)XMbmk7@)$8(+D9QQv4JK8`8}Wmg!wN3PUoauHrk<#)nf8dmgXkZ<Y6EaMx`1Rk$4Nu$H?fj%`EuR zBbT(Ln?*1oPQ1Z4kPpE5BpKli94$0&BAcH^yik6YVEH&ldaYJ2+w?m%nXxn~(956A zAPG!?8yFZH2y}=`A7%+(HPkw5#uO@!7^4z?D3uvjhjtG~(iv{>dblvuAyGv3W=ZXk zHBK`tCIE3VgQwGmB!m-?3`vFJ{w6^x!Xz=jHZ|g-{X(5YT4;iU*3KfI?$F=|o_{Nh zxgU;Tkc>Mtq4b^w3Yc25At{T?I9R0RDTo>i@b}Og@KZ7T-P|)rp-o)6_TrFK_FW7< z;)5;;Wj-2fLCwKHSET=Qa~l8Dn4Tw2pR%k)(@ zI%R?)=<#s_T`ppN-_{~bW%r1XH+)>wi~C#B?fWr2&?#RSzdSsHp@^-+9@AGHRYNsr}JiDlq&VpPs zt9$qZt`b6nK_-6xWXQ@JHY?=4^&>B$A9i_`hl9?;%kMu^12h*k;J;5#icSXqA6C(2sZTJpD~jVM4ZmIyxoNJ-2BV%8fM^c5izRMTaDf_ z)$O7u;!Fs)x-Rv7AKjX&1TBDp+d)OJYi#=W{udN4EJ!;8S-;~C~ynPqp-gv5mzSI^Hb8IWEdvp*A}uW zuFE5R5jhZDILH~0`fD(VXmz-ro)JeqT!D}EsfhbG{F$+6F?e_!5!iWubQo4%j97<} zGAUH`-QS!`MB)760FEiCLn-kk+y?Zlw!M&Fe+Gq#4W#&lAxH(ifPhY}atfozxLe|2p|&E#RCdT5v0)dkbv(OBKMgv+%?%O%BTpMp zMVad_v+HX?b>e2z(T3vdT?v=jh>u(Siv6G|yC{Jcovjeh;@m5?+XkXkzft*ckuE2* zdS)nGL~e1ol+*lM#H-NIP`)T3=jmre*KezVG-{D1*F;RoCm(r3?Dccq)??9&7*bNw z8Q|rDlLJPV;ppKvJfXqRT;1|>u5lQj{u?DB&`tiqb%Dz{g zPBcT0DN7D^{;}E(m&60@>Bs*}9dM-1@nM;VluPqPcz7&;V8b-eKZKhj04U<^N*jKR z?exh}qj1?`rX#)}(xBe8Kxr?Pk1>g>7 zvEAoBL6M;i7M~;0*t_7mc-Le)JUWn!V?d!$0NpkllvkZ}VkE_Bz*#-`ZH*ckK2{0l z9t~N${a|~kdj^IR2W2y30f(`NRvxE7P8p9Fwn3UpcG51s&%F<`RYC^MuW%SXl+Gde z8W&$nBEBb?z;0mGG7i-)iyy^$8{LAFZSb3Ev{FXOq|ydTPAnBv%Y^D?5)7t60_5@D zdZ^dvTc?yJswV&}k6phiy0q~?fl(@0o_^A%3hO$r(OX!I)OQ~^Nx|=+&a!cGxY{X0ZWOnCz+>6b22{(wF`dWq z#Tzl79|0+0yxUM-P<%7|-|6#T9Q0XcZgs@s(HoH( z=)o0>b&$bqF+y-*T@aTVDmRx4c(MxHM8E{^iBt}i!g&xF>wOm+CGBVb7`)3H`T+4t znnkyS4OOP7l&fELp*4{5)*G<^5gC1o&x<9ldjBJjNj3i%0cnI-^6D023r%3e2!yA> zcLsvpk1y!uD6+UwztuS_7kPc5X+kiJu0h>_@|+vBS-)hy&l$H>W2olN%p{uZaGu@P z{#R1_=bTG=HpiCXfv7?{lSr#4MG)3$M7(9>5=8p2ze4tPx6Hn$K(_wyMx~9pQ$>g5 z)8ECI9$u*c!+&grWMbp)IWO<~`Vdy$VGR?WkiORXaHbrJ!i-fml@$L@3V4a!@V~tj zoVXe{i9-R&jzvvG^GtYuZga5H3#^COyBK!JN4RL8+}xg`bGWtEwRKjIsIO;c`puE z{~%cXVZnGDgo%#Go7@Z=7+*z^B@obe>?W+Z2D*^48@16!f&1!2s?}8gOs33>%j-`$ z?5}5K(ey7~{Ru|~6tEYBS&gy+6kZ&Y+wm;g9Y45@WohuIm{sm`C|pH{4v%xB;>jFme7g$7*5r!T|e=u@Mf=IE7t;1OSbQ@oy_;v z8m*z-Bnq#R;_H7c@uh1M44w}1MtvX0giHWZGi9Kn&rlSEy0vZ{N;&yCEknrDMZGrU zAv1OFn)q#N7yk0&ZFZYTkBTh*F12n8kFy|B$p5I8!unN(Gw{wii>PE6Ns$tNxp9Mc zu3bSChsVo^h&W&&Ih5k1O?f?XgOkd;Y{8P4<~z%VR2J{w)?6gOxqmOw1xnh#h*E~l zRy1>!)}Pi?%}+>gLmjalG5q#{&*s;|7x)HWz^~Fp+FyBZ5%6SIe)L#ANKo~`Tga(0wg&M?lniC>$GkO|U1lCEJzecw?s1a(i*eYSab-xKg$Hhsc%j55rm)C!tzm z(fZJZf=WB1H&4oWW4b*zIDbguLVP_nT5T@qaqCLrMmacyO2=%V{Z>(#0uy>4+}{o6 ztABoT{zQf*w5ZSivb!7r>ig^qX<{Z^L>7B%zfUCR&l^z^@T=Kk2MaR^1gSVcmhKE3 zSF7&d?N{V%2i|A>P5GfG3Uvy0#MZx%;yi6%GPil?JDY560nUk8?yYjy=!UR<$;0d0 zqHg=($N(19wF+^Id0>2N)H+?6Os9d3PW_aXM$r|Sk4)w6FCJ=Qa2bg;z{`l8yZG&R z*YSB?V)!KjDK{*p!BI7!YCfu8N--L*T zBBnSkG$^VUp~1FnkNvd2+ygt%42zhO15zxp&YQ`ECxMtU@x|i=a?uh=t5e|zXZdF| z6qFpY_lr{_xGGXK_}4|>PPD(Y{20cCflpVE?;-fqLD;nBJ;K$B&(7*_Sh8iO@Rm_$ ziR4u^s!;Na2go4`*)edrDfdwE=21-O8d1Va@2H_p8N!gY3}H+j{T9v&VDjq`-*|T5 zs#ACIC7OMJ!nClI)YjfG!`@S;3Z=SugzRB4znR&tZ4(zIhT{erVNZ~36kki-bwl5B zxAx)*Vu4bY;7~3M%^Lvm!7z?yxBDFDMBWNNGo?pxF=udTMO*C;F$;XQBwA-*T{gph zl0@*a#3@P6thzI5}Mc|J=2P$?|_tIM?5KusVy zwYeEYa8Ic{EG|whR3p>Aic5PC&Y>TixPu8Lfw%p_g0Bb@h{d41Rq%gFkE@_G3=xC7 zh6{IUHNPsx6F&8H3yY8ANeCDDCf>5BN0pghfDvs`=XOd)Kl$--!b(Ud1eU9V?(b2kEQX+954>=K|z1{Ri%W%}izqQo!X zzI7NlHZTB&EQCL_y3*JW=J%bUF8%*-o`Ze7vdEMK2rj>`Ks>-u>8{W!$;)$@{QdhE zC4^|`mw$eVAzLFyVWWe!G|9;mFzcpR;FQb8iIkw}8~iaieMrVk$2l_ycE^)vZCSF0 z{lHXE0nR5Pu?g^e^%q}X8KH=M$$KW6f{na^3nu#CXXZN2W$55)Pki)Jw&cp`h-XbH zJxhEYb6EH3^?kc3ggGm(a8vgT|_qje{Yh}(o3Hr;5AWBTa< zn7=yn)w8;GcgH=_E$7ZQ8y}uctv8H=IUyCF%%q}?tS zSMTdQ;Rppx6~QMB!UpCE+5ETHAQmFUsK9X+HYXCO22l%h4(3b@1Cl}iCWp!+|Knd= zV`EyT&KAbhfB-Yn3F|%cmE0r_5~w2VWaS$FhU__5*NqYLsC$rO8FWhwH7YFbEsR#? z6&p7QPaS)#j4?Yl?&ksCEdW(Ky*ValFHqhD ztf;)11Uhpka5%>8rQt*r?7()K4!h{a0P0L=_)BjR6XpIe*b8cPP<4a9$26;T$2fiW4$jt@e0=k4QAB$W`60?rED;- z@VG5%F&oyFxvq?jiuMef1h7|Hb;o#Z&fbI9iuD(DXTh8}`t9V?6g^Q(H^?|USwVL5 z-!pPG^2}847>Blea*)_ zYEP-MUH?YNr9))(qj}oE9Kba0PDwNX!fBOve^c7O2hJTuK-NdYyYqc_>RlHe;96O+ zWI6z@Mp7W-3uXypZllIihen+OjjziyiUr_4n}y1PF8BkxhZ}riPpQ^X<#;9?^n!a= zmg97|`I{GwKLMcw9{{+9Mw#*t3HTr7W*=UU=de2i8RpRwIHP4BKq^Wu1)NXl=~MpT zYuB*E$sYaZsDe&a?T*FlRc=Z_hwE#%C$~{<=ca_ZBmTaQ_z#;Sqb(;=2n8Gxr?W=6 z3rm!g&vfQ}jpS9+M7=(>4ya_L`))knZv>5^-Qf^SL&t|Cc zTBvyz=C@0tK^2;Eks#>%=>IacDf^!5@;HXangW{i`U}kIeJ_!cqSDw&dUd%H zM9KlbkD!tD^1bfs$$~<#qI(Lb8X$4Osq)6-@O#%rEM~59LiP^4fX2VWjk{@NAB26x z72L10P{y=g*p>SPj+>aXH$0nN&-??^3|cAZ2RA0K`vXwn+h>ntWOJKn)=|@f(H*x( zU#!#p+&_&z#fYOmWejs+2qtHCzhv_3zJuK!nWQk9DhN{InFu$iBlIssrZ zxQKr-5{t2$k5Nxur~#uz`U!8olPZ4j{wD${jOVegW?@$@^)i|0AY{^)YFFN;0 zvgi~)Y+RXW5SjYdxD@Ly(%tdDw9I{60#kbdaGNZqiizrMMq;+_g$Ep%8IMIWc zOM&Z0emf-WBkEc94FD}HyWZ$?5^)%+m7zsfD>Yy5Dzld$Hz-(i{N6mcDy+!G!lD48 z+H{lg9KEq?pN#XtmQCeleg>o2Lf0@_OsM2*C{|i;GdItGbZrijKivmRP|w>eDh&d@ z3#MQqj5P^3)?TUoOFZzBuK;qy>p+jAy~mZkYO5}^V54~jo|jJ8@5=NkdwZwv~HK?DTir?$iOw3bB7awP{Ru=lxQgol^9F5|L1g7~Z_L(USqOZtm z1NM%s(_$PYhVfs5uJdXOV|A7L{!rt~#T@|xTxqTPc`AlMv1|ELQE8(-SZK$!dNU5s z^EWSC{~XV%OF$F~uAu~`G*7xwH&hCQAch*7%^im41{sCxZ&m?21FdRaE6Qaq)uRKf zN|q>-OJXgll?DfTm-7(B_@pp_zP`J(UyG1t-sP%*=tU6k(E;NBd`eI~)0vo8FTUXB zO`XoD{8}EIC(3FD4c^r@H#EU`GjL0mGw7QfSkk|o-Uja%#`6Yw36rC$V%>_g|{%EniT=HC8Kl_^vci(FLF!o%@__JB3W#ek0eF$}>p zrjEcc(oBJ5N#44+VtO`IvRMdVGFFz2yjlX6EZPmq(O&QiM3rV9C*uw_bokN4N4*3N zBNkLI1;KT%bhxAlHZc!9x9jy*fEi5S93vNjh*0+RM2hpR@Ky0p2^vvM@LHjImTbEm zwcky!%dDBy1f2TwhM?9atL1O7;TTXOG{txyXust}@&0G?Jp+d=t`M9$SFl{qTgtJh(-p@2D8DVYu|?Wj0e&I=Y|!(QSGmifd45dIUh8&6Ms+T&RhiKxX5ooBn4A$c|!dN1VUNgi@Ouk|z>KwccKfRm$>CAWazAOq97L)M5kTc!qnhl^u(5kIKewO}5)0gfb2 zL8@fD`5sh>(PP(zhmF4bUwU8-+2(eRL)gf>MPb?5gK470FZfgYt_3aJ^8QMu+ZL-T zZbR7)j#2*6YL7#wmZ@2BcDf^nao!047>bP)p-A@zc4a;mUmYOnch=%4^B zS8-SjZgedo{#!pmaYLk^&15bB>G=Ww^d{x>LkJ`Uv20&~FgCNRnV?rdIP#6z(+b%8A9B8BX+1gU9?g8Mz^+v&s2DC+YWp>D`~q- ztwha>L94j;!?`e_lc;pJu7H;@@WhYgHiEPMh(pTSGfxiFAt z2}F0)y9BBaV{uLc^{5M8YVRdtafV8EJm`Nect1-r2p8>ccpOrui>by_Me7q-M#p^t!)s;sHPCzp35xDL29vE z+4o|*Hol{2C(ZxBW|Phcs$=addCJ!J`w8#2wqLMBno)%QxVbA(y?TU&(d#{?x7lINA?x(^Eh9xC7!v3PCq=9)MNoB&ZaJt7$aDoj9A0laM#gW;RKCmQtuf|YhkK=9s&#e zsz4>|%9R?3wnB9#a;gsf=F5Q)n4>2&R?f?K*BZ4OBOFCo+h_g1w{(i&#P8QbJT6i_ zgFK2tFIE_W7?NSo0u`^18mEphlo0n{LwQB97jNz7$tR~aP0=4<9)yOJ&@xU6dsG?O zat5^^rBpaTO-^#UCskzX_zw4tKTscoP958^+Q;9isaLQDEKi5>pwI3$dINF{t8U4o zFy6(ZPiO_ous?HmKG0sQ%23m`RBDa8cbIX(SoiGGTC^B9mC%4|=@rOPTS_zV7n|Uti zew?C$&jFn!>D)w9n=_oq6pqZM$8|S-6F^N{T$FyEXL)%0O`d zX5=?#yFY7ST?S1LoX~!sX>gg9AMgdf&B!1sZgy4&xj|O$mkqWUv@oJ;0!j|`3ykGi zWgZmDHt6v;vp|^~wiw3HU8=M%%z2 z%K#>&MCd0;>B$1^B=d9!IOuD?fFj+}_kXrvcx>P#88d5*q{@BzT;=v2P|+MX1`p(5 zia_WEW(J^MdJoOypnC97$;H}EHZ~lAnRx^1OJRpwh$<&}P6iPIh7&TVH`jZtayWim z4;xV*!TSvl;t^%TnAcoth5avqWNvfW!oxUr104X0^b*jshK5Ql{27Z*t^-vnj?EyHi*#I=1fz4|jtG!`dR+M$)I)c=zRFk^ZG6jKqI!2L$ zaH$Tw&!Okduudf)Qz`-CRjRz&EzlZ8ofry5b58dwJCdGgaUE70H5tsxC@p{%k^8#~ ziZ|KdbpI_bh9H5_XF=MWdIaH`M@-d~B{;IP6M9%~YmX#GK%t>06IBPa-sx+jHuDmb z3XA7}V6?BW-8a3o12K^UIu-0;5!cvcRS?N}EP~?!suv$CwOhd30SMoP(BP@W0fL#= zOuViIlx1h@fm)_0LLc5VG#@4cx^H=*iTCKqafqIaFk|U7^9{Rg8#rCkG*iZqfcfvt zjW@?g=HJsF9w)vbdLLZr9;4;vPxTB88hyPg9o0l4a1rD-Ar5ve^7rSbooHvGj<_)d z;6D}#_|oanFGz~m+`tntn+AIlJD709@y-(SDO)-;?pxI@78WTzX64~=3Qy?d_@K1h z(Ju*3e!T%@XdeuCN}b4V@T2%^H$chwyfe_Z5k_;CCJ7jybLFD??j?Un3*bTd;<^f; z(W{(Q5%+g{ER!XWUQ{35^wap6A@?C7@+!CVxy!dqzb@dsZw8ugEaQo1>H%Q$11n|6 z{Y#iADiNzo+kh&&dO?MXL$$|MH}hFAuFgO`Ga4RM2ZRFUSZFAjGQ<}}9C!heJPt4G zr5)^;LQyIhU1EVJz0T!oL+JBc`YkTwc@?rFjUT>fbE<6Qb!KQVvJYFGgj3Jw2!_uD==qQb zhmXd1ZtR(ry15(s&?<%sMkvrh)v+UxYIxA*5$H~+<6!nH28@N88@jGzd2LJPamRFM z+1VCQ_>xbb1+~15V)Xp?CF>Jba-KWxh9pg>M6(E=6aT~S%@R10HLj^bE{p?;jMWcz zLCs8Bg*MS2S~Yg**b5=Tg;Lb?HqiqtZ^PclRb9$AQ!7f0Wl~L;pAVq#3dF&iMgf1; zvPN2z_|vdY&@tNvX3lJ_0*zU3_S@UbqnZwNGgma3BTi1E;>kd@x03k_IuLakX9ol; zCbWmTAn>Q&2wq06_i%z_Y>9xRZ0V z740>$4lm-p>=>9!6LQI22+wS?E@LSx!Gx--tIrk@KlTMBshfeJ;U7d7T@z67an5$e7p7g zZRHD66^0<^RJeiB+W6bZ$oYV^;@x(YzptGzhocLOip>toRfch4JV-DYwMOK=c)hyL z-AC(XDDvIU1spYtX)8<59b7!479*;`(EuB_!9j+& z#>2f9(|$1z;T36i!&bP^40ZW^kk2*tMG*sSR48$1j#_RYQK~8i^02h|T}CyIJs;0(adgV5%AC)J-_E zMX-VnJGtH1+Or4`z4L*aSCM#viu!kKp^@5l=A<3d5CEOzU#_zmsd`s1)of!Kcg}7G zlW`i48S>>Uxe1d($;5(K3L8k~+LPvfVJI*s>qt*0AxHXx>BUBa~2sumgI^4gsG-P52819R4NY1uoYap)2 z0dr^v>z{=}-A`K`&VvSHkik9bptmjmYKzO^*^5UiS%JDh-|v5|G1MvwS>TTv3|g}V zZdu?kAj{SGcJ_Q^A&{C&6cje!^lrYpeh~I~iA^f?!FS+tr(h(}dIj{ojct6e9Lu~Q zE))O5xV7uML&3q}{J!0-A26m1&K1I26JVA4K=_hc!nh-j+5FNbP|xl>9Php#m2eQ# z>i&VrjeqwHa{sAcXb;piP085j=kuR!)rTKELt0qei#S~Euzw)c;Fu6 zddOf8C8Lvc{=fprCx@lifMfwq6dHXDw2_yL+a99{vB)+34yzZGkLs%If9V{6raiG_ z$7N7$8^7?Qpz{3oPMkIxo7%wGF`eSr_zFO?B79u=^L3+3`dP9UD8#&73+MXDo>yA; z3Ycj}^{M274wCyi5vY~skgLAa`S`M?b3gsHcL{TeLhdctA5hx^=rR)%^d#w&0lfG{ z>t_O|N!sE;_V9vVzX8YVi{QA6L2HjtaO?K*1J{Z+zkSOF2wZ0$ZDlsdy6R-y$imUO zlXipGv>EZ*8MThRP_f%*nOpx-M;{jV>U06jng(#(2%YoKL8y z{CmNr{nk7A#eVh4jlSh1iGW5z_eS+A2QIQXHKqNrL24=O^Gt+4jpUzd5M(Yrb$gaI zZcv3ANS^R=QM~2g$&NmNY2>~YRPJW&z*re`yi5Q?05JS!RKC#i2MCopEHynqozbE{ zuj%IL$?9nf#CdE&xIVp{Qq>#QlgY3(Cs)dDP0=+|{pNNUs^p%QLU|m&2rtpsCD^L_ z^D%t@wqDP2>z`~lybU-#uDLGk+SU}rZ#hT(p|lAABQoWWmTqjG4Z!nsUCrxuf)@Il zDE1pc<%s_6_rlg{cyBrJ8LNR+wZ3aQ6DWCK;2aVtvTOMMqa+RZAB$~l@6afeU_q{g`b=Bey|OiTb+Pxt4j(dHye_?i=(YaM&@=ie<*B4dG;S%AZb zYajpZ(!CIhwhmW0jO&9LvLtYKsNfv>1t+nj&NCehC@rZ4h*1Y5#sZpttjf&MGHi1Y zUVo;{`O0tZ&;ibfS?m>ZE~_H>^wnA2v4^gzQ(T%RDIvAEhYdOxvcLkq*Obm>7HkMD zVC^L?h4QQf19n#jx8H+K!NZwN(9EEikW`j$&J044eF^FShlh(`H&`+TY~rDC%?Su7 z4aypK$7q&=)&NQ+g3z7BkQHR;K5EHh-E&M+n zik6e6bA>`>x^t>XG3uU-J8$1A&HgWdJX*%;`=%c1IE>*y0F+-3EA~JFAC{ zSz)pXzZ^bv<4YQC*P4AM;LW512>oAmU0OPL1aPAn9284Hz|Lz^QkyP`97ac+KcLl* z7Ok=CaTJcrR{vHioA*4QikEqsQK&mdty*eUmoFyr(%Wk^-=NGDMB66_))KmNn6TfP%S_M;}z;6+wXNKEDsbtRmX8 zk9tNEbs%T4f=K53J#F`u+>KXBNmmKqS6H6wq{k~wSg6$LoMk@@IoUJTtW`6vn_WEU zukdnfPnW3q@-;QKddWRy*kjniy4Nw}P`k%O$y?Wkg`Av~(<{rRW4-b*&u+Rhk7X;1 zkgvdxco#yPX4{LG*ey4!V++re#vcjc_J-mG+jl0g=ThWec^}7#O_KNR@@w)oM%oAO!_5#gQej4ZS|6H@U6&aF|h8quJmvU^@6?lAB74}V+JTCd1 z6kqO6HW7|5AHP@J9+;Ls!UGce}BJ!QaTXjFCNW$~7Z@(M+7;X5&>PAZ2r#9w%19}lq zj8gx><^1(E&3&66MI*`&9Ht@VpxSPg@HwbJ$Pn7#sPlwAW#CnU%79zGE4YcbEh5J! ztKQV_j}~wCv|J<%O5Fa-lA85wgxN_Uo$MOhoNU>ce(~sahHz6xGD(-%*Phu`BwpLj zBA2{{TEaV>dWqZVSttxl#90z#mbMh;qcldhBe~i46o-ON*`LmLv)1|i`9!MCY#{B~ zI9?dOVQ9-?xc7*9;L~8>HKvd`{HQnUMN*{@6k~dr1Ar z@ZCM>9?r1mpIh16S{Zowh^f+ie~Hp;-`(Wo==+iF%#yF4jUl1q(}KQevh{}VPVC6$ z=jfqtAJ3OYoqBuf4|iY0jwpDPc+}q>>5(65+toRo*>^S1^-K@632V=YeK0$rvKF0O zAb4xAIg22OfDO%5&*<%I@wxhzQ?K{{t7awqj!jd zTves#V_p!)6Fz6)61_}?81L(sFW-Qd@j&Qa!M4$RYhlzw=Akz!wNhF`8xILcD>Yhq zqq>{CGz$!FTsQu3m0*9XMmpSHZ8o*aS6P6BZD+Dhs{M2KTKrqN`S$6S+-4_V$J~3m zgeo)Nc@5(7xh1HYo_#v}nkL1vZhxYVKd=b&bLe<~AKMwl!i?tOHZzQCy>{v!%E=V)Mw38TI5J;* z!|SDZ-_VlI^AJ~%+!VQ}DidoVHW4U`bWTxO0ZTv|0{supTr-&|n_m0kOf2X?LfcYvgl)&L(kW!zbA5KiOT9GDtRd#;Atd+jarf^DJ=@CFVoykTGRabxY%SA(P|*PyYClGm!@j$ z{#+@Nyu=urY+w7$B<0$QGXdyB?2Iac`AL?39s+4%^mS!51nt+x;VQF>IFII-hZoOw zkh8*R(mim~ru(Z(SIX&!E!S7|=O>0d`_{Gy0&hn1DOkp&s3}g$&Y`>5KC6_p*$$Bv z+DKv>&`i!m(`;JgBCI!iedt@Kxj@%_%dmyC`9vKwSYA#bAc>GvfU|lQ`tF;6!8xS&9?YBBNj$L`CS-%vtkNaHtLYzl2 zN*0T*{xpJNaoX;njTAo>TEi*Qtg<(az7Da&rDnJkiHY7^@H=(~Xmf8x;{XheF@50*k`fr#i6_ z$C%v-o~vY{oP&n*!Pc;br^EFYuY2#({h2a*ckk+=huT?iXwC7v9ia`Y zhp)7+{v>hUwU1~P*=ie$AHQ+2iZ{a0+o0{e^XV!RPkL1XVSqt=&D{guL-dDq@tEmW zH=S%vE$#~5f?&ra*_ZKOPD$c~tR^FlVIZO3ON zBhw~$BHbq&WKK>FBcOW&=JU?$zzexmS{N+fz<{m`=PRiej(=lqqj?-J<{PipO4dd{ znB1QFq$Fae)lKE`5zY0a8%?_34bav{$GPKt>ntPm-h%z%Y8)87>4{qpZ#B8VM4Bq*mPh~`YJ^B>^V*58z!jrl#V-X1FB2XB7lu~bPi8p}*6 zN<59)rDBqE7LE`b>lSn->R&=RT=MCzc0Fav@16gXA+=7x+sf>$^z zc~IWlgo@A0RInM}wI>dE$Ih-x*g#2i=@aTX>hhW4UZnLbIXTJTc#&XQ5%XyyL-{W+ z8Y>ZqWu{}Uv(O@^K7%(F$)eCv-2lZ670A*Mg^nW~FGjkK>q?M-40aREr>jd!PJ$;t z|KOCdxfr?J!C!~O>`Atcl{~jVsF-8$s zc$<*~y2-@$j9@iAMW{KOnN}z$318x@fYsZ0%ZoZo`7Z<7V%MY6XhG&ShF*qw8s$$9 z4>LA{FXe%2Y>#~kEm3Sd@@boS2tqzd%g|t2*wddy75@f|iQD@d;Fy2O_m`mnvs*+V zdW({?)POh|e%BtkkjiQ7LeQF=4JHP*jW;v`@}ZZH_X2-p1ui1$YysE{@5-*thC>N<#QBSFTVO%$l?a0O~4 zlsqQG<3q^nlNJP0l~DYW!ZiP6p|++wLq3h>z+15cm1|$Ur}Il_#&1dX_V&(65?|&* ziIoqDae7>~=rLS*7vB?>Qk%}l8W(A8mZ90kuY*V2u5jj11hSl!v8wfey+cT9ukrAx zue>H=;!>b?v5t+%&Ri>|F<d4a$qi9oKax(ef%WUUp4&__u3d?k}Xf4UKU%8WHW}qz^ zEm}v+Nw0Ng-KfSX8-cF%LG}5%d1F0-q-_sM5p!3E?2`rQ&jp+#R)()K8+dh2h~hI% z!W;K$x&4GF($$OM&_Y8nzycKo;qb_ah={o@I4%(%fGus+!ld}IsBI6U2&e~>T2o+? zgst}0*53p1gJ+1u4pMohz|v6R;lqiGCP91)_HOwUqn?X-$v1+Ov~IbaFL>==g+MyN zwKJwl?+nb;#U5-RVRWs-8dy;Tha5)Af+pcYUJk$>_Wu1!%XLML!}e#NrzeuR z)Yxi@fuuiaZ-^&J!h2WH0tq}KAyWV{=;^D=P<9cx)DkoJ+1S433+5Ao%|YdX1i~(0 z*1+7yDyd@pX)FD=uzux?VCiDBhxfK6x}jC6N~K|*+nx14wEq@!=iX_A1utZeOJ8#38&{RA48yl)MEc=C_i^|gYEd^L%=Zh=HAh5HY_q$X2^7;P zye~f)QTSI?r%H~cUxt;~6)3oQ|394T0ViV6))>QUu6P^JHPS!gZ4}hMF3{|*3LR&} ziV5O)=muviMYCy_nn~ z@EI*p<=X^Zu=^q<%^ag)$X5S|?xL7yz$^P!4=wiY&=<|Sa)SiZ5PYwc`R4_MsJDLr z!L`+2YSV)J3Us_ScqBTVdY}#e9dw09Lr@IfgW_q}Q$ zLvv=lPk?i0`FDKc^_>?H;3F=tA;I!(VS65Z(j>ot1^^k$@*K5 zezXD3W){+|SaKHmHaJnq5l;c_3G|#w!>L|Bs2EKE)inwIZ>uhkDm(>dlI9C5jp;p) zNNxI}1S!jk2F9X-(Q)z20_}3-lC@HNJUm^xD;2NiPfzxmEa}mRBug}4>50-}lt#A7 z9k3ZRff4>4!*44@ahjpL5T=aXyr0d-${DhObt16rfMd8*^2?og%^q^p61=rd1WF1O zBAYJhIuE!OKez@5Zc-p;QrYhc&)46Rg*Td9LEa@`u90$^eD^_phsb)=PYwX2Hg!#KmEqw=(cLS%%RCR=p1xF&HLaRM*!e<=*4)hR9<1{rr+^u zNql|JF2CyiYsz=(2=#1gxxP8ZB|paj?=xtAj)n}1?)E;LfbHvJ>kjxc{u693DTijS*W_FO@Aq}VhQ-n3NQa-&SotXI>7H==K2JMK4il`^&%~#GIfbWTAose zeAlP8mPuq#1mxE+(zoB}AiKCV>6zY%dRn4H1%g5-GASZTEQEng=r1{Hr|Yn_$~!Rq zM-r?f0v2lXcx?1aSnq>poi+eBj6(mdmIJLi>raj)g#6V?Jr z=u7TSvD-zY0184C>;x;1R-o&JGAEyRS`%X)#Yk@mI z?EbfITmSS{BWJq)9|XjWC<$f}{UV4#60)aoG7v8peddHZ_4C?1;b3e2ESvV*1IfZp+ou*ZcFW5%n`JVOOD2eWK?pead5C z8b6Nz{Mm0x=URjMdNjXFXR4S1G|YIx6cmX7Y?V_l}2@c~C9?9a!>QM=3qfx8!tnRm>y z+#XaxujH#%R!FFYhn89ed#N5_gQ(YA&$Z+Hl1D=)8L|pPB+CTBuN!T~8|Nbi*7>h3 zgdfju$7d_o-2ZTxI!)Jg>OmI=@ea3&Lh9{IK5mjqGTyk<(TgeyXBdAIVA?2vY$bvf zU6A1*;SRu75`_NP(&n(dBjLXS#zB9Tf6)W6G&v69cDAG)l&-E+UihJzM-bda9E$n8 z0yrcfM1}HXwox`Sj*q(zs7)yJqYbp@Gsf&3dt3(^;=aU|9Z=#JIJz

{cRWgDoW& zp3n$Qjx zRTO~s%qBqFl>q?SAx>dQHzaisxTZb1=~b&;2MMJ@{kR zq~|>S;#5=9IP8XH-h1{h!`yb-5efOBlL~dkZ(p?V`gPUob{v-JSOHejpcN@R9Lt!( z8yIMpC||-KJWD3d2ngF~;QP0Ol$%>bn4O7aG~T#5BQ-wED_c8(Qcq?+^I-xlu(t?0 zjMtr_+9H2XMMQ(D9yGA1((}^n8_L;y*9(HX6b2Dg5s`(F3)wUTDQe|34UA88&#zM9 zOnN(pjJs8F#`X!{M3eC;?Fns^n_pm z8ZAUeG6XDZy|-_P&#j7|;SIUN&O~|giZ#1ywvf{6CN+Q2RUGkZ%Wa5JqF|x}g8kt# zsqW#r2y)0`#5ACvp7cbEp5&CjCyQ#>dogb)KHSV!>3X|zYRj^U;=~JRyYaW{tlI)o znG1dQ3-liaJw|*M^T@D#5AGU0G&ds-vR}WwbgBK9vY`)=|8Gwr6tZJH8$7df z$BV%42Mc8_)tO$i`pZNUp+101YpGl}i{mn6hJA|98;^zMw7mf$pJ*`Fb$2j#M6-t* ziiY}W(I1h0A~XEb*t|kWNi-5jZDuyELx5ujAgyZ8E$hXxs!~JRg5Rv58)ZXW@xgk09V%LJ5OsftKrqY8HBQ$bwQvoC<|uf9Re<}kzNPZ{JFql#&~z}C>VpfP z;Cx&}@Oiz@Kev=QTpq=0?vV?1H+@;^$N7naNOjiVio7lt$^N9OESN&bn>2`bUdg)EqabqYFz}c7X#qDmsYcB&J>&Y)&u6uZm6bkn~00vOtb zxL7I~;v$>#p}Ws00o8%4V2ZZmyGZb<$G83}(L`f>#2i0Peej(HCi^1f0YR|S1?{3a zT--VEaCm{>_nshdgBITWuN}<=Yx^P!FN={pP#;Bj;-SMGjS=fMuRfsMOj;;+*YQAV#`|B9j7xNw>10+$#gYVIlCmc6aX>T(%ye%j2a+7x5NsULaCtcW5< zmXCxN{u(D201N)-Q6w#`udoqt1Kp;2-tz^76S{;t_eHMbz{OPr!;mr9tFbbCBv82ZI{cxfIF>lThSDbmc3~>a31VROv zLU*Tntfj5k%x};~^?~icc$T7Mw<$@ku^o1r?Il%|7rDMw|wx_dQKA!^D zkp=nHekg5-!4o2+jq6}Vd8L_fQM&Oj(K|$8U9z#L4IW(VtJ^*`960WblsRuWvEK0HKQAM;yU%cG6~j20 zeyZUC;}D+M9o`eX|9{VO1p#d^Ny8V6@b*B;O#=`_N8{KCt4#kr`1}E&kXv~H?+OPZ zT+A$Dt$dY7QF|Uxji3HE%RDPHbF&HmZ%9SA8L9wYPC_pLsQ1&GP`6Rt@;&eXF>owI z0?OdMM3QF&_O57RVgi{k80$c8{=f3xb(-SG{`7L=FwW>TJAe6IEJ=#<@m#1Ft-1M7D!0)1ft+Ld{WvrC~w07*9Jp1z{|0*cQ(&m>_2HdQC=Aay++i?5mVgClSs;{(HanjJP zJ)(l~XK>tmFQkp;SwTVq&b}@Z`b<(&L~V>H#XwHe|HB?#Ds z8~N{lcE8=6P93x!Aqiq}EPFV}NrTiMdDGteIaV6yxgFI5CbHw%$Jd*#1cN*|cB>C` z&k<3!{g>>;i6?#g62xoj*a;EWgd@<%LAETZG$^eL<%@RRGwA>tTm(K$N1B8&U?4i^ zK0(DueB>sASJ*F*S#qTdnlumB0qSwfJjfW%roCD}fa7+*bgL8H(Q(sk?)#m*bbPp# zT8}ISFIUuB2!c}_T<$y)UfXa=(%z-oUBiLm3o#-$PsZ{Q%E+f_^t}$@${-{rRpY8PG%2)LP z4pUWo+Y!yt!D7yHn=?_><$uZ^9-1ZAZ<85**mrn3m9AgSO0twbb2;|LckVY=6n{He zv1)YDIWe!jKC1Uje%81|HsZ1oQOR!0!bPK&OmzbTtEXW6GC?f;S&Oc=X6^iYRQX0f zjqKc>QVHmBr?j&R9Hc#+|8cgjcCJC%Z{(5? zE_0!ad4vGKKl0$=y@AM!Fcl&KJmoKjYMd@$Pb?N-cuks&_RIH6$qZRM7e!g}21qQaiyta1!T8MA>)O#L$zb{cO#-j`yY>iG2{Y9)SN z_1iw4Wkr+K3TbOU%-G244V9^^i-on%OBc4>Tg2VBdI<1}k;1X|@2TFibA;yK2OYxW zea%&)hXv*>e|0v@RFF{hM!fRcpU(nOsHT=B z9drbgn^X~e3_{oV@n7n;g!@`b;-dxPKxKt{|61PvGj^LVFI9^$kf#KdV*_j>#K*X` z7@$uoAS%E*q2c{-!p65T$3~~-H@497=Y#b2uBH}aQb(sCK2c8X$(m&^k&9Hkr&kd5 zwKLD)F*CF5+TyrLZAHP2s>b~wI`NaK)8P%C!oUp9M5**=o`-7uJK;Nxgwsg17UZ3Z2$s}!X&@3w z%t35vJvjti2VuSc4WbS9#y29o$2GDqDXf(qK^iCE;%g6(Aq%f(k3uW)O8oKy7VAn4 z+UD20qp=z$?9*}XeoLrXN}o}o$P{ud{+Z*%Gc6f?;oOo5HLAWw@0HRPJ*|ejp+kqf2xG4ll>YtFf|n z->%?9SPc^IL^;2YW}QB2T3?Rvp^Xv5%W+p4VPuN{@kqjGfiZUm+O2mj`dIlsPI7#^AEyoK9+t{EyM6VC?SK47U|Bsxk; zTl?)Ko49v2#VTf%`Xnkli3_RgJ9G|5B}G5AnLRWYRt}%rLHpW&4BCFEsbO6-!NK00 z(%Extur_+5RlQYd?4cg~tK;rp!qTVSu|02!iYVmeXQGJCiMH1aYjBI5|EMNjS#Ca` zzJQ}ve1XlBB{kA@>iJ_N;bnD=j@~JBSAKQjdAPKb-uKJVw~TkKmJ*~stj4w{-)%BE zH(7F_;Nh27-!-oASH)WouK8$J-X%|b6wZAcr}^U>7LKAA_JSVe<#!`D6e{Lu|dKL5R^6JV6iJ(#s!&=WO=Z?=bmY6~4Q1 zsBfp4{W|8lKA+59`0E!DCB;kMI;Mm%N8|p)iH-Jw+qSwxM>QQUoPvmye-l~Fw5l1) z_}b(A{J}Y0gSklI>{T<<*3YuiOqz zi@H_T!E1gtuh{sVkJ&_?&Z)L_lXlI0`O1IC`my9mtn7T9&Nb%n!Cc(iX^+lgKg5AI zuaKs|6I{jZ;1LJb1ZP&aVU5@I{i(d0f9x<5S4i8QcUT&2T^YT8y~rphfutrs^|f!tD{+ba z^M>zTtE}dUyx-}>I_^)^S+#XA%&cCiZR-hJ&GLGA|C_yoSxrFw;IioASpEC)KVK;K z=kX3-J+I*N#ifboXeSfrR_IEPum57B)KxF6#f?|S!K^iAU+eheC)B<>_K+|=;N01D zjs9cImsd6oAq_&Yy~<#G^=ljVT(%nR&?|d#DE&TgSX<;acl8EqOTYW#-#LW zInBrx&2*;f5Y2UR_xl>Nn;&h4tVp_aEcIj5hV70p4vNPRPAG@tyUu!;q!=n237VUU zTx8&l_BCfQFE+f<`s*&|l5@#zdR*RX8h`HoVHOsS`}6dXbK=~7aYF9J>mU@4rw#H_ zoHp6X@@;qpnU_rx>6zkRk7S4cm%w6l%{|z;x~x6V?cz?NsO!U|y(^N>JU-xJLtlz8 z36CFyeg10wnD17f+tD@+jg()u>fLwR1+koL=eB0z`fa+ueK-!8Q59EljI33*&DE@4 zUbyM`bPetKWSSx$=1t9XM#_YNvNJA0=2xx81PleEuw2hi?_kw%v3n`ur@1MY+k|28 zKOgt{VNZYad=L*5Zn}1zQ$?;gwDT=g%<(JPb$Yc+h0N@&dRw-norPNe{l&cS6Hn8o zQ~#pj1_hyu_>rV$PqM@nFkYVt<;6#-&5DT*fclaMK>!XkY4BEF-XTz6r1T<_?h(l&!ubh`A!}cmw8$Kt-(ej^|;SP0$ za6!Niz@))zUy4No2d0_NV$pVkoGA4TpRGBbG_Xj{;7rRhlCac;pczfzJ;Q9%Yn7R*?6G3bx9 zcxd8b5lYeb%1Fga9#ugVkkJ6w6ZMx2iz1LhK%h`(J}=#4Mi9`(!K+7j2E*{YhZ*WN z;hflGc&+D*w!FIMo^QijXnu9amPsrGoy$x)dfuW3FgAxw1k8mH0K(Tg4Or;H0!*l; zEq7Au-Ec-*Dcy7ABp5Uf_6}o3LTVvs$1N{Q_Za8N-&{DUz^Hcub_wm zL)72?=U;(nfo4LP00uP&dF2rW6bVB>hJ*~GG~W?Wkmd&eJ@qFU#tNna3|5Y#L$vvx z2YmZMC|mAk#y*h21O(o()p3IwTRsIR+G36zUj{A$FP=0|d3Zb8_0V!0cxB;t2)dam zt?4X~*&Mr{$}|t*w#$SMx{D%s@|u%r1^LxP$GtcYHiLYmG1FN4A@mcywK4q(I?J`e1kfESFm+_18cu@AmbnB{Xb z7G25-%QRDP<@3Hv`;a~^Nc5})pEy#WEzd)VqEr;fA7efhvEUhn;4F~f0sK-J%9bPC zl(j)rd*l@O<-v@$r05K1s9t=eF{!h30Z_*#jPX>4u~^y9_BUbTm<7)#{X9iUyV2TU zS$VG;vKXgD+b?}`Gjm~TGm}@jv%4$f6*G-y19pe+C^=bzrN>UP8zEZ(dM^t4J}OX}>3oXVF}>Gn6d-wtn|lg2n`n?QD}e*+8pz4D zfqDjtgx4bR75~-F{D+~L`F}GsJ7)@i+ml1(uO#I=GFqw~DGDwf+&cl}z>nCAAsXL* z?W?dVq@`@GX3cJ{&bJ2~&{5sb<+N~%eR)SYx7_9m93x`if5E@(oYt`IyUU z1hAIWfBD0}aSm%rZ;1A3469>5kNyJ8n=@PZhiI1*V=}h%IbS z3Ot>)Eophl{ss~dwrG0Q+pei4QA zdqJG6?gmxU6l5$YFb3EVZ4Ug2R8?m|UlNa`D!)PGW`nlYMr5D}5D1JQPtpoOGgsy~ zjRxR_pQ>UC7<&pfXfIx50U0gdJS5n9i15<$%{GEx+DZVSedmuybC;2kn|?ST*Jk`D z=2>8%JCx>D$)Aq8YaxWM7|aIMg1PsVavTnCkl3s|#@v}_B4{R(bB>ESEFg_;$))-h zAki@6a%3jrd;%&$f>m!DQuBXuc;Jt-{oHR(m^8nEfvR!*Kb6sYI*}7^hreKmO5n>2 zKLseLGLS$zc0kQ999stn9Tj}Ct6U(?+h9N@Qf%F&#RpInH)3z8IRWVuQtsUchkX__ z-aV(j5n4UYX)zHLPVUU}lxoK#S?@bmUZ?&6ci0> zWb>f{G6cx+S6hiMHPc1bSUPsb&!k7|Shl}^f3nQ5^f#WeP3sL2HfTNdR&^|t!a*s+ z1~i{|xGN7FmO+T{3>15a@)(&TqRqWN5Sq$!{>_`?^{GIB6KLDl|B<%?_ZdRN9l2>_ zIPma3m;z^@$-iyh1X70b6+M}sP;TW0mCEK+PLmF>JZ8Y)TjsuQhB!GrQUT;^#I&ZH z@_OZ#vgl5&EYYRT`4KJ3#KEfe?9JX8^FGqRrG-EJ{LebLYBJliqgX^aAJ3m(|F%Hz zG9^;0@ATIkzvEhmOG}24^9BP=gVRg#;XF@N_W=Dc!@@WONfY&|x&%$h>F+fvg`P+;*6qybO=j!h;fffxt1sch&RC->>+KAn$YE+PvEK}uNj32pQM zbPFEFg`NNj+&cUhcsd_(`hl!D9?JUPAB0P=flE!z?KRK7ZY`c5f*U|34T7?&Qq3x$ zVNEQe>Eu8~P?Sq8C3@vxYQ7_$_lGZ+w|mGbL+9rwyWjr4?4_D~RrSd1>dVmAF)|A3 zR)3!gb9Y_e-c_9aBpBN#(| ztG^nOl?}-qxr}D98Sor=vZKT(8y=bwhKCI0V7zkQdUR1>(>ffEnJJmE+0lyVl44-w@!CS_hA{-=6%9UsR4m9&=lXV3O?wyS1my7`m zcfUa332weN&pxfQWmk}yxut3&orv6~)k!6H9Q%fpb~WG0O7P`U2irdf_~Am~N_HAY z=1vFo$C8f3tA6WcC!q=Otu7HjA~OaDAv935-Cae%zU!p7)-U+Lc;*?O$yqaZu_(&-|I={jrj z{(exRL>`t0MNfleVMSD`0ws?37d(fsTcB_foLcVdiwR?p z;(=b0s$R`9!h}75j!v$qHPlISlJWuS`}+SwHl=Iop8(X(Z@LcBJndu`|G@874(^Pk1sjIZNs{l`mdn*GPNJ`NHV9Uo-!Z+?DKs^8duS zWkF_Uds9{>_JbY{X`#)TY?QtLS&V`D^i?1UZm*6BPaJ}oLmg1QVee8e!h8C;z1M}D zBfwcQ-MD$SVQ3Pl&&bHF9KudGV`MWGk&^%p(0^FnPK!<2xirr?nyqmo`T?!0K+TGW zF*c7EgjowQxb73d@gZpCeuK8u|yT)}Rb~eA0{oKLac}{R6@SkO}l5z$;7M+=n)e_3o1O zx2HdtmR-UoU>G|if+%oacFDQ}g|d#}v$RWR7ay$1vY9~l4WU2g)TYJr9ZDW7u+%`~ zxML5|Ob!$pXdr7Dkr*Nj1rkbR#Jy+Wo1znk)NUCyP}Z6m^{CI%P%J_sX=Bw1U}qmRWhAmD+X@QH5Kvi}Syzl@#i?GJi%=KU8# zXduYmIhCk~nG7Qh-c_GlTaA4}!?s}uN+gRuE8=%jPg7kC1M8EqHTH^X=fkJKM=-ZD zK*qN%bNkp)=6w8e`WR3}3=u;?p~l5`+_)BO3n(=o0iSQI@d+xB!OTMQ5U-gr0oV$J zehBpUd5;a4^7~-SEP_PXUYjtMJUwz&>F!@d1WIa2f;TS>{|~7f&2WLk5llMc7E=)Z z3&HLz2ohot%+q;>XLlG$?lX=9J8!>^>QlBu+VVjD1N}#cnhdCjQ7gL$k~#@SypHVG z#9o+N17Rx7_Xg*Ab$xoP=lGJx{#yWuVB5C)yEXF8A`s9Lqa^I?j%V#yP}YHs`E01* zNtmUP4PT+PXQr=F>OU3Sx7h8AgAlcU2br`5=Zm%^&<`Xl$DVi&TJ^vYehrF7&-p5@ zdi*@&3CO=$gtIioB95T8wxs6~`~h$M256*yE5h!3%Wr;(-=_F$j-cazrm%N}96;vv zeunN$T_y?6SicWOxuuH7ic=@&^ErMdMm##5)blLUc;?p&|w0)21ic^PQqmcE?U+6r^7rW=~9w za^G0G&_JyHZ{o+?t=(HocN`bfo{$CsB=x;v$*ZD#qsjuqAna+dUFEIWD6QjnnE)v4 zgGpa1-51{pfR||fe~dw&*1(Ny1o7+_!RTILmIJaJ-%^LaF6)|*F2Oyi2(B_GxR}XZ zZpgU}pUViKD}WuXWSK+eu%0u_RC^F3v`RD}z6u;rerc1vrz{@NIxX`qScjh^XZsLT zFeUMP8YG+D4pf`a$y2iud>qaol|~lx+=b5#_k$3y-nQgr3j<+Kt~hWp`3-zizEgi+ zNJZI5mKF#}14kY44Yy#jQqqTc+7E_Fl+O_FV!q|Fq`{MCZwLJ$1Dh1QLo4(+;WUuN zauRWf4FTXb`44?ndc_a3z!h8m43d z;@)4#cqy}aM1HcQq^4#94&Hlazkx`={`Kou z81E9cjU0PJn!LOX+u8+V-oTu$~YUbWW@ zLJpP)VxbUm7oI!Q0pb7NfJK!~6aKSq+@)XbgzWaSp<^(3=%<$~|D|PGgT-5-*oghyi-1X(~k;ULAK|8qdZNlf7M~h-m%0P##@}=PV-^u zt9)dz4>!{+oWVK2trGTeUwv4YpR={P)gu>@cW9dO`yWzvzV{6S+`>q7Z1+T3?v4%UVBNt&W^-Myv9H|f)1 zAEiRW=-rVM_64rI(D?MNAeJ`hUh%hTT{=|E-Y~3pFSE zvN5DCf{Z}gZ-kObTnfWaJT96}3~XAgS9~(muIYja@Oa2hCk#Xv#!kNKyWoue1}4H| z6)FVM1rx20F^$=8+K#?@PekXJrVB;%_7eP8y_zKK4^e_pc@m<$*vZHJ_IR}7+tJ9N zvcLYBN}8y~d^0eR83uq_$h5qk&M>#7e!e5|!Pnk}@elB>l3257zq;;x1r`Pi#&@>ih!71 zp33gpzWXs!`rm<-CUWylOCi*wi-uAheInVQE#f;}gTSD}3$Kp~Th7ko$bdv#{>1Oi z&LIEsKZRibLbh<24uJf-0@zaE&ySgi@bLdt1owYD{3B~H83PYFIXOS5i4p8F&TW|a zf;`**(~I7D0fVnvRu=1yHrr>xoyZTNIx+zf5ypY;&2kO#)Ol`xV@C|M2q+q1&{Q}~ znOS$GB+mVYGMXt&$6*3;dn`bzl)y4$30yS0N%L+j6xYr;^dAR%)vZaX!i))LghrtR zmCbC&>E^j3ME`{7A0YtEsXYZ@(@dDyS_IK0PDNw@E#x~+FnH!0G91dsOv1e(eNu{_ zUmLk6)|_EeKrFynPz0Dm@Ip-p!wKY0tWrlCGD%Imkcm_;sE$(ss2#lJaZtSZ4(qye z2r0HkGRvu=YGLVEfw7G3ohb~WLMCt_+D8+Jvyll_ZJFVcNh|LKGbZ3bVNz7B+ zcWYBch62v2?+_^-!gfKh%@7*z%V2}Y5zZuD1(bXLu9q^Y%S=FdHw$29h`Dvk+Xv!b z#9NK{2xq|mqOv27puSXiYChwQK}PTmPCM0mk`N|(J^=_E4>CF)D++pW#Ga5S;r&5` z-KPO4%24Y+!}uA_R0Ew}Sk}peddg?J0crXe-4A*+u5j_q7x`iNNWl~$@ENeBMnGzz zj8Lg|XgQ$CZgDX|&~hI)Qh&4Jp)de)Gg6V@O^td0wFf(&3e=j9s#d3(rtoAKj!$3% zxHX?0t48Ydul@u3*_ZK>CIeuYL`(eJv|)g42B;O~!E|sm)D0&tMw;}M*Hv14pNi31 zSPvP;C6IE^sK}pTBtayWe$=|O3y9>ie0&Q=nr?+iXSee!yrH#1Bf-K#(+LDZagZN^ zDapNTDFOdIq7mU@A`ONa9om0O4!(UCfS;3X*n3pjnj=8+>cd;Jo|pUfI$$SQw&^3t$$pdz5t#~N>>M-mKUnUnbnEJ`5LqN?}P_oZSWjd&hV#3MEc z8pZM37emSDMPq`d;4U;FfV&J`1b0Dx$rg7_J#e%-d_Trend|Yev9TG>s%Ky7>w8ES zZD`b~Gy0L0MEK;y`o%JuW3nA0iFny?l|x6fZMNg2tmoOuyic+>8yUw@3eAJl~eZeVXSS{ zRJfgGK&qsAtB{R$L@jwXQ1FM0tZt|pW#w-!K#yC_J6a|Z?M{Uff?r2)?LuI(!#PFaal@w)f#zXe|HXOm|Y z{5h#oI|*6R>aFSvw~1D_Xi&yrmtDgrVeFXBL=#NU%Q?uQS97JY{m$qK@J|5> z=EXjBdZSW-i@BZe-TQkliOTS0x~yPM!mh_x*iSW@BCeWUwu6Eqs;B4f*%~59i_ke-HQQKRx^F!`!HOXnGv-;gsam KWlPZa0{$7_!*j@%?+!~fHzAq(LN-u}a(kJ?i4`cB?*&+=l-i+b# zY*IWA9*fq!!}DKliH=rX9j!*3UD2oY-Y>qx0}XdaHM+?J`C=gd3z(uO#zdZ#FQbtc z8ne*QV-#vi6I%v(c4Wb1K%Ohf0*R4lqfn`TSKySR$3}jSyZ-G|r>FBcPD#CrjEp@yJ;wd_so>Y~@GvvQM(M@qzP0`Jk>$;sH>E8H zkF;jKzaq^Rfe*@!RJr7kvFWO;NEHMR=Icar7=HelAs03iYiN(R$Ap0**49R2&?jtc z^vDt=aO*Yrotl|OW}WOeoX2S8+*ADh`N9GSW zV()O8)*G!gocr1IX2_LrweXb7|}Sy^lLpe3iS+` z5tEgXGWoOZv~z`tTF=>W_sQKw7dx!0UU^aJDaBz zXIa19C7P|2AnI=4PsZebcA{D3Y`NH*`QqeYI;u3v_=~;qib+cZl_0Y>4UC##RL$-$ zLoK({hO?srPk-mxHl{+uFMCJvo6{{x^PD>Q?+&-$GAXO@mr4a|_W zaj)gVY7OqWFs^!Tf4|+q`<-e1$K7*rrhXKpmoHyFHlpCQ3U5skbWri|@K`B@(fJ{9 z){($_o8NZeWgQnIBO~+uBBM=O(@z$y9>p42N>^M?4(HRFyeEe}B>tZ5~!d+4_x`5HB~gj4V` z_ipFR`o6MT=t-ZujZDp8Hz6vZU!4Iv09)dCg*QRaA$9EO?KW-c$nUEYv%S9F5i>Z=$o^BS<22+jTl-Q zDwWBDE}fG;+Yx!sJb5kK$hH#=3YQ1+wDSETe}s`I{jPRfHrX$gkD`sandYOJ>b1lo z>~l~u;_h*B;Iu8_vA4N6v|QZ4`7MNix6^j#HZBqEJKaKqgch;$lWpgtokfrCq}Y9? zBG@J)V`pc_>&|OqRobT~D3p*=2`LLouN8KN>T_0DM7L|6u7--IPFytC*49>8?91vr zjG*KXt#Vz|4DG6!juh<>cBtLFo9~BHSib04_NW^c$5jr4_~RP4<*U(@UgPHG=5u3; z(agqQWO7aGympmb{asyMSB}$7p>@hT@%=e!ExNZGj+P2s8@QZk#J%|TD(1V>(z53v zF5%@8V@gp+NgU)rTw)eD;-2HG_F#Q!kdyzhPX=BH60OV&3F8u3!J)Fj@bK zHu{Eq#pXvX~>ohsqU7qis|7D+*ubwXB zJRKpJeNZd9UfVzBx6>=1EjkA?)Jf96yva_r%T5rX9QW2Xmre7-OZ}@!l-1aL_PN!x zzTpBLiuqMxeazg|uKZOk3(o4MwOq86I2Gw?O=);=M+RcdfR`ha**dI+MvJsf8yk*k z66ccVClBqFW7!k(x7TXcB^LX0q85h_SHDcQ8M}{LvbxN+#|e6G|0*(G-mQ(K5moy9 zctqt|vY4lH?Xj4SEKSazyti4}V}!X0JeJjK(=bb^Grp<&LQGMwLPNJ&k4fU5x~m@W zVxXo3AORelTSknod~jc%(9F|h>bGWG8-nXUq+4Dc-nDjAEZCp$R{Q+qH#5w8$e2?L zjaAhQ>@Ulmh2HGZg(p>6x?_A~tWQe*mfG|)_lGlaw9Car{@GB_tGHBNUd!cVgOwC4 zNs2<*%R=NkPZP~;4ySm?s*BeULPSSKXND_cit7E5zIM>L%{Nqw zLDl7&i;Yj!_PffhN6T$$)vw?$`kIOjO?*&{Mj78mp?=+gNkR2C-=w6h5X}ks+8jXz z%TAxswB9EhFI@LB;`{D593mE_*IwzIiE<`PB0EonQD zyIgNIX1)%qMQx~C{k;?h@0_$v071x3Emzo8j<=`B`$-!M36IdI0K@0s7w%p|p)}1m z|NgM5$|6h|Vm0?_w#6QmB@$13p-rTo(}gj$sp;5NjX-*)wO()o&2K} z0to|jPS*X;qyJ%=;y*>OcAe)sDD>-ns*=UMby;=tEhwFBv~Cln{3sYtCN(HAlV0)2 z_~0j;Q_TN#MUPa3ir>~ERKWjqH}0cxjV=x$^{wLCEu~r)2x82;%R_?7r*7Hn5rPx9 zAnOa5USZXK4I4utRm_v5F7m9&8S=s0VFg}-MATZ~kYnzUKHwL+T5m$)X(~IsMRUf9;9H%@#M9uXuwB+l1~;=t z?vv#<{SS`zR_!G0AW4X4%Y|K?bGmeuU16`n#CKO`yAonxGqt3j*o5!Rd&%70F+HdI zlMY>r!=;&r$?Kat{c1_m;$Axnu3eAPe67~lU<-9X94Gbm>HDBK=K;&$uXtRN@F$rA z80PrClGxgcI&T>R`?IMaqM5=k6K@f8I!lS*^Md{*LkL_QJgSA1Rvq!Z%hRrh^8o&$ z3yGJ0(yiVz&Q)jFrZ8r68_F~!3BAH*)y!verPS=}v(kOzYS&hFesQP2!PH_N+$I;a zmZ+TN zs``V!m->eb?iZV|Tnqw)tZ#Lgvxo7D3P(Kc5U{P?=a-$y!n}J2sp8%$*9L~H`?FOu z<_EGq*aF;GJn~F#dK0KVbamN*4oMvVZB%QIceq-D@kkln*TzbNVvv3^e)itCcPSvC zBwg!QEzcUh+Rbb>|h*AL6r99{cUkFiwpNmz_%C{5G&DV_-=o;%Z%;rY0|+>vwvjxVtpi z`N(xV?f`I^5(1-sUR3*{Mb!N>j9veehwr^r?fh~oTdyuBUU^;gAQT;0kfb$>O~ki- zA)0nrX>q99{ZRjw{<%-J)j?#($iY=Hzex30l`h;8%~^=Q_~O+6>`?yW2UxqG?1nfS z&c+mdX$O1pZPHau0WMm_I@O=<{Vw&!>zCcfWF4>GZRcwEj>AiXm#%8U$7q`w2N5*M zi3E)=kJCgW`cxr`R$L_~JC(pw^ z9h;pHeAd6tqg1q#Fx&XbzkO5O8p5WV#+l9Z&q_{Ie*Z56Y@1h^ov5CX8rj>ox4MMaPS8QmPazUgw)*1cPcV+2E|r; z)-N3;7^Rgd$8naL_sH%ak3$ji$!ph^m#v2sEuJ>bWmGw}E8LwX>0l3#h<4pg(>pRr zn1>jumMbIq zMfbyWj^m51=UZ*_QSNVIi+!2nGBo!BXZ+RNV$*&-ev{W=Z1`f0`OV=o-wWy*hef`x zmrbf-`B)4Lyj0T?Gqyij{iJXAmSBC7JB^By;(f3)SVt>3yjh>GC++4Gs^^1z>(OtWuu|DofGe1A*P1zje{@TZhY=L-- z=obhYKXt1fy?1};P^tATlPWzs)NMn@yOlUHtH*!-f0^N5eN}uSWINkm7FZ-Q%1EahC(c17RwY&#SAP1er=26sHsY)DZk*eFq_*ivUB)s0N9(hY6i^%Zca*s&YZQ@Z*yWo7!4 zRoks^)fI1xuby(oW#~@?Pl-~w>DQ0e-kY!+G2nS|vtcUZ!GurW`W((yYx5vRjl`5! zE+G!>p!B4klTQ&@>!`Ytg&pmRvJ-v^Z!XsF3Yj5@8vQ}CqWi~QTv>h1Q4>wMH*-Co zW%gb1A0^YgdEt8@wO5h;BfKRy$f_cHl>)g{e?q8c{{9H#dDt9&r#S1FET)S)SQab& z%u=_S(G@Dg%{9X+=d9Y}wVKTk%_Etr4A0q233o+>5OvRoZJ24|#Z>ISKdVWk)F?HJ zkIUH?n%rxWAw6f#_sVPHSxcy~{QWg^Ys5!F{l-DNocM%(jW%JjBnPSJ#ErpA-|6BD znq*~XySA>(Ce>8`Oe!F6Z=MIzsc=to>XySHN%60UpB9?w!)c8tZ4 z_&&En+w|7j>U(~&^leQQj_x?}tw|Pg|EhfranA9+67cV z%4;tZ_tci#@QZ!Q%0!*v)?B9@Glq77F2{s$OC$|%G*-E=8l8CB;r7g4s4B3UaeS`umSH;(!>04waU7Bfckh4cp8ODlY|$*svzNTtZ9~3Bq|k3tgg5 zh98tDLZD7z!oERGK=DHLO6cke8_Fka$;^xx2Puz3&D#v z^7K0lG7M8xzN6QkZjb5W>edg3Dt_>K6nHZB&l!cm4yg`F$9ssYR9IyVn9meE!VjSXh;u4}gqNA&WUmM?xpmT1(mE`I1xuL<0bTGPd zZo~mv#OR;^^_M#@{|$)d3mC5u=rat|IXy8B9$bMFM$|r+uxSzAcnp_n>DRT$t$>pdCV&2c^$pmXKS+ZO`QC%h56nW&|sA*i!^Bb6S_t z9Kq^nlmbhBkfTU`kdzrQnj-|RjHkzW@n*WnHIHCvdPj8d)jPMap9Rfklw8V()o=}a z$`xBC>^d1{30r>9ncTJDehnII%rGfy^I#c9roVb6#efrGHm5G*1UB9vHlT(fo|1Os zc0>oE#;%JElLx$e-gN0u_L(n5KxV0bk09KQzA)K@rq+?)NcZm5op0Nz@2DmGbu00% z$RxejM5EU3!lxmtr1pQKH?zc+p<*Dz3=qAHgY|+N-S`9@EFgOe+b3!^qyDS22FeCT z0nLe-P5?vFC=Q<@{IC08fiwozR36%|i!GCsp@crbX_xbbew`uXcGr!#1P3!c;_}7u zh(9~1DJmHKN{YaqIrMYXl!`X)9}9Q^R*VQLomh&y)M#KI*&1%#8!#gk#Aupl>gW%& z$G8~oFw!VQ0Z>jCLEp?2LF*9(_DJWFV50e84vUc7Xii+hjG6w8_+sEY^Qv1PU;bPF z7*nR$GPp3RC=?rfQjZ+2@tT>Pe3t_T9Y*ipeJ-PELRlGJBUiG8(F`zSAQrin-g9_8 z^1|`ODP3(`b9q>^QA_j)1M=bqj8X+Ge*7k6E-<_uAJZFEI;IB)2OI6%{d~>vwO$)l zawR_q7)<#}A?s`v8sOrSxh&oNPwR^D1Fq1#rQBLN)3`QOqZtx-^AUda)6h zC}L}5U%~o-WwY|bEpX%HaGU4JDBt!e7Lgdey-W~AB~80rKkR}P*aff#8~u#P(U3+T z%a|7$RD1wJ{jWf<3<@oQG`#@rw(P9&MF$sy9wr;vBnbFuOr`#<-JB%*g0QvLbDNQ! zU8VZzYU1B*kUswI9uyhZF!EiG8zvyIN)}9(;4v*J#=Lj;8Z@@bNQWU=$SH$D*a`4# zQYo2zbDu^f!7;A+6_^Ui|8<<}z7D#-+Q@Z#u2WH$aGzReE!qwX#g-w0u3`8W6iWn$ zw9#Me$61$u6-GZE`K0)Qkmi}MaI91eF$yybLSdt=5h)t@TQ-;9r4Qu+U@9Z}1^T%o zR%}={!Jzao0W8`~kp+BmPNUa(S~+c?$go2d{|-`AYa)NaK(2;t2tLJipg@$j#(?Nj z9_D<#dN!SUFf_P7=%IYxj1oU-%*Y}{MD;B4)ur4K5Fh7 zs7i?@dQ{~LzkBt|MKu;H!=>4W4}k9e;56O*3F-mTYWwO%W?|42ap-1^FLwu zGX69P?PX~Q&c9#G3G@2)e+ASGP&@lxUBHfZ{uCle z^W2_`*<1acR8LQ-yX(efT>Wl=njo|@NiZ&5_C=yp!8{q4i4ibvk5cXS*TyA0=99l( z33P-J{p2ty!D3LJdl(jY0Nd|n8217l%pupmIqVVUvG_?}=e-{bid1~@dc*kyHq_Xk z6E=3{)BF=R$cKs>&RF5)dOT~;Be*ftyY*{5O7UVS$<$IruB<1M-nCrNaEl zC$;S>|Act70K>%&LtA?2w>8u1e7H3`e0(>8($XGM{}mRXO;(%;%%a5i;_-r@9QCZ7 zKb|~4yZNXq`Szg5c=N0VkV+J{9|RwoU>O<#KOvA_3}RGil*XSwe|W4qu8~?v9!z1q ziagtI*!N1I^WAxKXi{t%m*usyJk+htOwM7z2nw6(w)Y%kq?){e%&$qYT>J5AkQ3R% zSQ$`|)SljfL_{|(zi_DHdvdTjT<5tx-z_)^yoGSDaOy))FrwUjfW=l!1=546tXqvO z%4z?CSC`H2&xIC1QB4R_GP>C;gT!MAm49gqzf`J(uR&WZhaGD&OP$0QXCL~31|fsg zU%tUdzfp`4>gY-;^B({IGS>oUYTZ+VSN+V~N^y3!QXOfM4WL4@_X-1&6Zk?UXdmuw z6c^iECs_m%l@c)Es@DdXQdxv=<_#&e3){~fAku9zY}6^!YBhD6ZF05eYp@`AzDzW| z?<34Y*vOa~D1Q?l0_R@vv^8a3xTsE2tZ3h$UZkbdh(Df|rGUibCmqR3yA-P&HR-Dk z@|A)T+C8Fd>OpA~i?mx$B2c|dpu}!^P0n>D^`F%8KI-B-MpcO9j*EzkJ-qdnYBoDv zegCp8eFu<3wY^sqQ*!2Ssl8NbwL4s*76cR)(0&=`Gz_wrEDW~urtMvQ&!S|y)cbL+ z%(OMHO-2v3jvW?07kruY6Mf3Xko-dGTXZi%9U%vES?;uDbrRf4A@f&?BuEx`9VnX5Ae6< zZT_!R7E#^+`bcpn9uWn81A%;#qSCd>8YHrZvT-<#P#QCPr_Ou8zSKJTH%RE>^YVvg2MmbvixS?zWow{^ZNJm5h0li>uXp zlZQqxi0ER0!;M$60QK!*)bhST#DJCP@=&qb=5E!MKw?F}5<=w2#LBt#9D-_g9rz^v zZ*y)v$1|!+;5T(aX1r?NLnCpta04W*&_fA` z63o_~na6m$epxYMPXsbuF4}>L4=bj|sNP3^t}De(Bs!8xuq(K!(zWDtxb)#H5c;tY znU!JBGC54tZUHfuDE@+yXID?=$Oz${i?h-zAVF^dwb!~fUXvvqgtOJB%*7-!A9LU2 zc6W`>p)*9MTD@@_3dm7=%j{Nf5kL zw?Dyau8x(3BVE{GqfRa4_#V%8!gXmt@hX?eW7aTW{1heu2UEd z_ig>CU)I5IJAKVJ1=R47l}9QHaVea7B~qZ7aUwdgN{YxJb{{UCPfv%oimi1W)${Mx z!SaaR-4X>>SC@~#Al2Ul|Lku=>y2Pq=3Fd!JQj5Kcj?-I~msh4Ew zO6XxKSUjjHf4Eua7{->j|KoHXfZD!JP`t5 z1@ag9FNz()K;RE&jYeN|u)>wth^Bl!&ctiTH66uaGdR*W(I-QxVg`U~?3L6@?Mx+v z$QQx_h)Er?L?18!$fXhhr;SVuv2N3uv>qNW8Ue;A;%msqi2-M6BEire`3(*EAEm&7 z$Z!d$S2F1>d{t}{gzNfeAIM}S34Sam<%0((WQnCF(l>S)F6 zb8-{(UY0QBG5U|)zY*LJm&a{_#MVY2I7Sbm{5yOK9);t*)hv@bFXzAC@jL;21o?WR zP*gC@D95*sPL7r(It9AU;Lk}Ac#>ES%=g48fB?eL3XI0x5+kwzt`dLZ06VNd1;zEO zz@bD#kQLInrVaiLf;Kk{1#zf9Sdr2@x%rLq-3nGA^CoNrmF}#J@D9gK8?4;G?t^s& zBs&=p^Ftr?ZvZbJ1Mno_E)U|!=|~a1fBnXdEScvQouP5cZ?4Nd^Gyg)lbgG=cLmjj ztn8^fk@&%epC8};0(#VILK=~H@nEOAldbkGMEM&kG7fTux{L-{(?ZH3iykF#n3E-(L`MU#&?x{k@Z+ zbRD(q)PE+OAM^_#7HY~Bde5Zv?ls7p3Mwk$Lzd~O4^yX*4UV#(`6-oqw7>3Pk6=Jy zFnp|RLXd9%`Q}FFK7d2Lo+2WY*%K%mAGuz;FtwD;vxMMIVVAj|Lo^aR?~m znLdDxOt4*n&U5B+{}Zw^`G*wrp3oE8CNs0gBF4eK!6;%2h}5>=3hFB{mpud-&+<>x za}pAg>##0kVG;&9V86ga(8ZO00F@gfb&6@mWp8s!)~yHVVocQ7_fo{o1dmpLHmHsB ze=mkep@pO@>OueLdp4W#O9m>m%FBVo7|VPYKfE*CBZ7U8O$8fg$_v@j_OP7-=*=K% zG%A6sgAGcSY}b`x4Mf|k-d(=$Oh_wsOHF+D9SFGhcr4o(^*>p>SsE;8M^-s3P}SaL z2}sDL#TBlLeT;NpJh!cQWyL@cehYvhPq#3!7EBz@ph+=y3wv&T*jenCSBhn~DN=KQ z&Bm5DQBr9@bsn2;*zpX`k(tk!DrgxG6(qihh%ZI1_QPk%L?5c`pY!EL{TKe&hB86ru^iIJ+~EcCGd{kb!F z8zkGG{c4gNQ1ZlqyqC2_l{@0epG^aBns`GjSgnuu@tGTNL2y_LrA$bnH_eko3L(Rpai^3j1qi`fV8~qr)5X z5%UL7#rC^JCiQCLV5G=-F!*nc=c95SR^{@m)09W5=7cF!B;yA8QlK<#po+}q&Esqx zP%=yraqFmWL|l1y?gZ<<9RbjDXWsW@v*nZXtWw!J7n7Ob^{`8X0$1oV7ssLwsdLaG{F~C}p#A`jZGq zcLyOi)fYRY;ja~+<~dZDe~{wylX)$iNUu^Jfd@tza4Bg@W{VDlkm(fC{rY!MtAPC# zg`&2Yt#Ss*Rw((A<0;S(wE|X~_#e2SJY2b5c=Y4@caKwBAWJ+ufG6rm17jk!cj}s! zcD3N`bV$kna5k7oHcbj3tCLVt+NN^-+3+0ymOH34e!Re8Rt+%|g&A-f^cCupqs*JA zVR?{FvY_C%;+oJ>6StI!eX+*o0~J>^HFKJQ`?y=2eqz2(ll!Ev;9h0@XMsG8YSY_A zKyxIm<-~EB#@Xa9+RR_21oH(CKp4aZu z58D0^ZiCW(;h;3Xqr4He1Bgp)z{$;k9P=)WoU0AOv&x|Q{#Ecwge}$=0eFc|2tf!V zglgc+>#g%QI2DEXgqQNq7y>@;x<|1&w!BnN9%K&XM7W-f+d8H^~E zOCP>WqbcN&#$B7i#}JoFO{-nCeu!sBZ9+^A`e;&TfLH?Y@bGSbTXefs_f*UmjENQq z(J(I2UjW5}6@@KCbPHJF*@k(96+`Md7#gOM={|>B3CsO=`6=ylAoS#@rNur<^=zgd z+ICV^2%qpk)Xt z)jbyd5ph(0q~&bEPTF%BpXIcpa(hLCW&5mxDYCx2rn^Ox)7!88w4;QG73zkT>rg_x z7K4ZhkAE)nDFr0&RZ9Hdmr7VD+lH|SET07-B%|rmm0|PdCt!NHIpIX(lKxPnyvBC6 zEyfZkqX)SEg(!t|z#VO}MB)}!j9wrV=^1=}Y;)IOL97{kH(F~|^R$OR-2PZXDi;)C z*_Kh2nJMO!9{2-d68Y_vN+0}q5EVfqs@s(+&IYTBH&DGG2>dSmWh8}>0E`{U0NtWa z7Qv^bi8zc~Ktf}J^7HN2AY5gjf3kq0b>8k2Y|qyz`2OEbP_JdcNDl7ptH<+jn^uR0 zQ!C8(YjiuejH}DRkfZ()E0t18pjKMElR0TX<|@#m2_%;45vuzJi_|d{{*rVr)Ax8U27ICIP+o%(`p)PV2fB49 z5E$P=nhhKLFOtzeH}P6zf?yrzbMWVdRq+%6KE&7-3rXj@gcWeWh;_tfxFlWA*rS9C zM#&T~$m_~}YnWdM*8$V-ZfVFMw&io+;AR$jGc|MW(Rglr#hn(n0@gPBL9TS~|LJ*~ zZ}6xF9}B$9Yx=bDtp+mHjx4Of0i8YO1GEd=lzQys7f{%v&o7Z%K&PxY(<4(AkZAm) z4JPQ>Gr~-OrI8OFJg@*$-WKeY1oil_>GI=S5COn9Fa40BaUX#kKxS22fGNtAf&-2Q z)CTT6MarjPN+c5p?jR65l3LgTs2AsN1cEQeAtfO#(Oduy0FhkfgQWp%Jq`}xK?Rhv zQ(c%61+!}$z~)epvJeo`YCkMbvDB(Z=8|G?h3vDzIFM5=aIl(0r zhlNY{G6jYjJGo!}9(NG2Lf!x1FZ~Z%-yMzC1l}CH5Cq_slyDcD{`vE3{g2Hl8=y(4 zYHmNwjTFS&2ByUsP!X)U%)sS#P4o>VLfHV8P=p?2A(pNdcc9zO54-*U@kK0#FT{Tp z+~?|v!_~V=U8NVKU&|52I-HDgUo?hLMI+#mxXajzL9<=2Mf?!}z-#`)5 z3LA!znfWe)h!D3VAnGJe38=-tpGl*nxIY?x=^`uQBNmZv+$ZJ)mn-Z2B6cw0y%f(* zx?SNsTw!-#OPreD_MK6!hsNDV>V%>pTTo0`rkQv7?S8S-o!o);{AxMCYZQcp#hIlP zLz08`c&=WvF;HwOIZ+CDCY~T}y>35sraev#ICeHupUvlaBu6q3uxg8zIe_z4OQnO0 z1c;W~kB^3@RDzykL;cVlgD4oO!@xWB{Y-ySVLVL+Ez*&vLASb0^C6BV)Y~Q}VVK@bhwS!1_{rTB(_V3)33u44qSv2o}L$!NY5~z7? zK%tLf-J7q_&~QLA@poo1V(-XOK(XEPgiN6U0}Dq1oVqiBx8K_IXSaey(OQ=_B!ro8 zzFKv4yIYc+?UD!m03R6d?v#n`{4#U^&dBpetp?0w#JH!&Rk9 z!s#R>_Kp!`1qtP?4|`xwSe%KMA~QHHy2baC56hljdGhOH0v|wwz1!aVYy2s9EAW>u z9Z5EUVxnq0WFw-L0sR~c0bNZ3oQlLZ@jU21YG#EZ!xWw>1cwktL=T!Saeeph zfIylB3xK)uunF9ze@_o#qr?Sb;U*%x9;J}SteW^T8e5E*l^}3bj*kU_$%jhCAbH3^ zBDBnpf?XTiaDHY8@3X+nAgmu^cnjuIMU9ucR#4HBP`+UsAHrhYYb!%*?({n4>e_gQA}+6vhUB%S6$GJ zT)ZJgnwi4ME~!QhCT!w&QU{1Fb0p~Kipsw#TffYTV95>Xae!THxPa}zPd+c3kxyAw zgNH#PnBcW-TAn_=P5T!jU3Pz7zH!ax?liiMD^OdbPF`ImLt)aQm19^farl-_zQPdw z^kI^t%kd`ce*hu|pz_P4LIC^!b_xyL<%Kg1aX^$`@RiI=GD7HdWz-Z3KMNPt*c_-X zFKykk{RJF&%3zAfg2M&b7vtIPbB=s*NJD(FKrnQgGWkagc@lR7g zZC9t@Bs*{#m5bMpfT&Cm52`jTfy4w5klZCL5_m5mjl(|OOSFO!+9nJxi2LGi-bm${X3nc+U`(4q+dGwq%1_a%SSK4wuRz#++CW zC|Kz?u1RAY#0oSIm@t6_G#X4xYLNSwb+5dW@>uL+@`S>T37FY`#|S)kprzq;{!p)2 zO-@3c7vuyy4!zVhB?lTXDY%!v$=c)UUBp4$_|X1WIbF{|a&O{=B zD|JKx$Y`I;zu_E0t%ikgL4eap!Pxr-agiYr4jCMw2j9{C3$y7jXy3vyrgi|rq~h5M zZ>}T9oesed3?JMey$j{7nXfh;#y;$m6Uc)diKDk4HZux`n=ImV!0Hx#KZK)q;a^mp z`pKDzlxG4@Mio3fwzvx072UKU&2;{FsL$w9f9Y#IK1zYKSsgXx4)f02E7hV*E#mrf zM`81>Xv7*2G#}Zg0@WX#XE83=I09+pE>(oYB$Va@fYL}F681as$S}F}lx%}3Q{MfVKS z%dXlckOjVX!II`jBgmA;|ICL)D?7a0cCd}w^z-9{a)(J1;G39`M1f1|A+=V!-6ds8 z3(W#CMzPN_qk2hWA6GKt9Rtvi}FTAfO$Ijt+cljm^eGMerp^wEJx*y|51aoQb{=rAk0xBRH z9}GkYkD%3I3-a2qu{vhDJa~Tb0{Eg}Ym_j<6ujD9>~G2@-^Xv6g+p3 z0xi59x`{#+SG%vT#fR`n;{^lC7Rd90qXu)`aAu7=MJ~p^%c#Mx&Ice=_N7IDYD|!s z1MBY`pb>i9kuX2Fkspu+IYja}jY53;;Sy$zpIUGa3)V5HWw3^`6W zmJ@XWMb7{|_$oc5G2hqy2O*9|$a9YWlw-!eWsUD5^oMNw0p!iMH{=P+MvH-aW#INQ}D z++$7lR~OBfD$UQ$wCk;%NcV`3?&sCsgeAFgd5?HBET$m%f1E+9gcbSpYpmd^hiSiAG_e;tnmjN(?C#MB4tLzWT;AcTXtQ};IAF1eMoaZ zyo*3aYJJC|#Rxm554<2{lr^FYiqvSA#z#8)pX}hFa0uJ0vr_J7uQ(f z<7b$<(gc&IjD$4&Af@wX)`GOB$^bu;C-rdlq+@y#_#FQ~v{jE=l9+Af@>o?FUXVfF zG3Zeb?w>CHDgi!25unrGl+1^eeE3UGZxbNr>|#ODM|SK3t9N!4o2@s~RCWvyu^ul7 zQPl7fCw=!*9{>KVx>mi+sSmpspH4!oR~R`Fn6BnugqXcu;7A}7Lb5~bPgFAZx^wrg z()rn`YURLC&%R8jgSz~}jL0l1GaN>8cV=!DNJp4MA`zGYq?a$I z$YX^IxD8Z!feQmpm-z!@hM;9&9)EPqULqn=+ewf#tv_f_E0=uf1qbCiw>m3b?^fwv zstAQx`DS?9ptry0KAhYE75~nPlW!fw;Q0KEJvum|8+pItcp)>YV;}Jc=r=E=yYv7w z=Y$Z%V=lmfP%Qua7;&TYT4}{FP<{2j-u-lPQFU<4b?)|&UICymh$LU&h!*z0ht?MM85te_eH}){v-O=r68Q6XmW^?YsUi8-USqjnPna`7(XPt#^BZE##JTR^+K}Ft&66rTLklc|+tNE=DmY9ww#Dv)lu{>=Ghg}W znY2N-V#F)bn~9d`l)6Bn#4h-a&mRCBO}e-U!IuM)L@8BjtQe-9arp!|~>mxs2oKa+#dLPv^jvW!rps!O1Xq{q+QS+}`Eh ztaK=5KLh{VwS(V#FBAH*Pqt+873j$pQTcslFG?-1Y2l*ja)y z|Gv68Q#GH;t1MojmB)EwFzYSl5sAR7UZwX>|02hYRkbLHd{@8-Zl9>!oK=9<(Ij92 zQqvakm?jmuXv(r>g8S&aVf83J*qg2J*3|u6Dku*(20v*utD#DQUb9`NhxtE= zMKBQK?LOutU#sIgTBlX;f)cyp_|ceDE`ct@aZbszgUmeEC8MtZ(-SX~j7skyl<_oG zd8oA|kTble_sTUB2Npubz4zi<7%LtR4*nAZYRylAeM{50E6Y7YbusIF4`s)SQYe>5 z`m)lLzNK&$@AL%ZK4eA?@_MdT40Rmf89&XdlXI0!)m?L~%8QIwI51GunfYgCnC6^R zX&25*_hxdluja%5+N0A-r|Aw~%5XaGmD{Bv%Gfd-qM#E5aY0fvGY*#7zXcM( z%KpDwCWN| z`C13&d+{z(O1Vj9`7Q2?u>67OBd~8X*uV7bD%x!!>nUZQpsMJ`LR_}1c(z>>Mk7nS z{DP?~mD|<);Jv%ITye+Q781zUp43-zvJ6J1;}yJ0rN8R_@lMmc>Or!|klLaUE^v)* zSIxY-6ggJk<(FMUPKH@AER}el_N}|k1W)9+kgU=JgenNA{(MkWv-TFDMNY0towp3Z zW{PrK8SZ_Tn0IXyiOzXStiB=(wOJ63El{_jUxOaytu)QSxwx)FmzU-EJww8sl7& zQ7Ro7_l4hIih-`sK)eg2C~?>Gw2Ao<(`)Y8W?-!ADD1jE2_dYO`vA(Kq`Bzo@NFO$ z!|T-MscjqkvvRO-@L!4-5j-ic$?Li^5W;7Wu-&uV=Nqb&H0rU3pRbX5Hvy?!GNGvw zo?PY8xsO_NX{tk+$w)}2c#MEA>wNrLHA&z{Y+{|;Z10+Q^_e@Ii+i9mI^o_OIIUS| zd~RkMYN^hkA}*+d&fKcA}5+$+4bG**vLUp1e>Qx`u! zw9S9RI`sfK@*#XgJ=)1@zo9+aBS%$(*v`n3Tq$z8Xa*#g)jbJH72VKoNdfYD1m4wZ z+QGa zW~z~?f({d6rJn-sqs3{0T{A76%a325{pceU*OhzD4JJ{W>FkT?&Mx#HWET9j@lu{k zE#L>@Ki5Y8A%d^9U><%lUabTEA+xh&O|MkWR~5*GDiS&Xv8wFTkE50%)@}~;71NBC zV@lapN05MPH&bZ=U;CoDJJdF}zW{QH*nb2R4Lvp3`t%JyX6bT}-(;_{wYjg{A!4=- zEC(8h5RBQ+OZ3DqFOwlHP+!0gmKoM>#ooTyFVfJH5A_3xVh$qb3yrPFp}3E;yR~_v zkM9bG-|ma z=86YDLhrQj5jQ1*b>Rbk``yzh*7R+4CRd#NV8>9z@8V<3MeGMDAe)pekQ*bXunMY# zGx=MtI5G@lGf?GzzGV%`M&wB+2ddF4mqdg#y@vwKsbR=>f&el2eF++j(YUGy>1P%F zyd;T1Hst&9Hmp!mn(deH9U-tLTLG7=c9Ruc@}d`mybC8=f34h9v9)LT7;ze;KoHV@ zLmj!Wj?6qgS<^inBHG8X{^v?4g$VD&^o;y(JmA}F ze!}|w004~n_d5v>v;3gyR$u77%=3&Y zm8p`no{?d#1?m-+;6Y=sfx(gY8!%LA&YI71ZsgHm*UIERWCTgEcv$j&p~2u-7jlAi z7{Yi*Y7N*qzNNvT0JX9HBn zl!=^nUF58`Y`=<_kv)0AK%#{hq{FY>zW%w^0KN>x6N+-*y=sI`L>#?7g$jYmTbkX! zEw)Y~K0TSd>~zVWgS<1Eqijs)OFmzo(OqYYE=F=rxz?jP+}WC0DvQZdEk94y#`|rv zZEWMLL$3`kget^t;5#pAe&`sfk@XusdvQqntFcdG{^4P6O>9(1h{d}H`i2UdD}_vk zA!`^l0+mBRtE%2m;jm>3H< zAci*{R+##NPq2)8aMOd4wbzt~N9_siHJ058dCr?{8m*Kjd{aYccf3oNqCtXgJ{uv$ zce`K#2NeGDw-NkK z>DI4{%b(NFbB#!nRi|iCw$F5sF-(40Wo@82G^9=Ale=F0{XAjrtWGx6s*@p&Z}FBV z@1r+yu^o7$71t$X(zl_!qq(R&yTB+ov*6Q7su$u^+$u zgvSP<=VFo7R@;{{UoQeF0|JKunP0TyT<7{RJCm(g^W8sBU2e8Txr@;ovug7zE7YYc z!SM^3`5R;+ykv77deZrGo(5N`7nmMpJjFfko8ke=AR1VpczpPm*#^EbLkzyTqYo?w zye!gKnOD=xzp4Pm`2)!oH*VaReIrkMJBeGzc~!5U3e6w0Y;|uuEqB?29}L{X>v8Qf zYIHFdnYP>ae1|CK=?~$+NQ7PMhQs_#3Y=+5Vb3=we3d!1$J->revw37=%S1fXNBnp zSs(sHWfmU~^J>J+th$BGj4VY&;|GVTBMsl@OJukvlGEEUowfeP_>mtY{`FfTZcB{+ zENBV5E!Yx;#J1NEb3Q;SwdUTe52H8!H5M2D8a*K8ip7IG0xQ?O_mWEgPjTlRPxb%) ze@QwaolsUdLRld*n}h6;?95O`$ShfzrGaG2IQC2#g^XxO_J|@>_R5Ux-}UtVe7@`U z{o{B0{qyUe(s5qrbzZOM>-oH%*Y$YZul#{u6;Rc@)^3H{yLbOV-D%m5L3XBO{dlpa z4(i+`PtOPV;0WauwtEkxK_by*U9ZjVkR3clsn<~pOo{-FJ zhJ=f?PlnV=tB@|F>0eeaT9(_l#q*~XS=7r6=crrsES;#|SxbhsPzyYe$NS!#4Jwcf(f3|Q1@gpT7^FI8c8v|sQax<3g?PZ0|*>P7Jo zBnELZ*`X)(T-@O)sk!>mMC$L4U@E(KK4tYBin!^1YkT^4jbm=Tv3e=)T-+vtVHS?l zJ|+{;I&l7jn7v~)Nqn7KoL%U5)!wkxMS;r+S6q1ecN zQFmQk{4H%pW@fh0%d5X=pjI+-_b)7Wp8*iCy~cnFXEx2zA0E9#aG1IH+z=mdr+&5G z+aBE-Cv{3PjP)*jy|wL~VzemkE9eGV@02f2LwJ@0nw+YFb# z?@!)u*;;`af(s>PTz6{1@FcK)uBYqT$tv?R#Rzqs&Au6TaerVyl%bJ&^8o~^Z#<^2 zPIw_^*fNrWUvX+iZ^KC4@08tmc$P>NX%N>53wfwPssoKt*hANu@Han~_4bLeH ztgm;p{5t28)pAZ`tX{~_e0}M0L5yI4p}~!j$@p3MAK$#0f0k@{ef~k(Ha-#b!S>6~ z`jV}`%&{|{T89S5Ryjs?-yGaa*PUYaV68~AZJJOEmRfIVAb(hqX8nTyFy9J9Z0azT zA^S#m-jkhx^T!v-2nFV~)y6)c=g=ujdjZZUh<~OPEd~OG&y}|ozAix-fUQ4&q?*)X zm(ARxx4lc7lMfEGTz?v$T;;8jc;4Mmtv^R3+xT&5v&{1wKWml;4xY2^eZ-OPfIs+G z-J?~XzRux^Z)asnOna*2x29J-X2#Vq#e6I!7O@5W>1uSQdSpYPwV`V-*WRBFKhn(c zWqI|;TK3yesO8(_(3gWv0LU9`2;6pKq;6>S{L-4OC%WTq?GU*nRlFW>Dug-T53g{mM{51C+59Ct_NHp~gX*?E)9P2hzagviVrIiWFN%Bl3^nR3YRq?K?ntcd zni{iZ`Rx=eTRvnQuccSF9nNu7us^_)@XE1pEaHBYD$Kl@V#QIaZ$z7?TlNfyS|&bO za|aiz8${o`w#NyK1GPVnFCZV1M^k;whrF1dd!p30ZtI+P)?ABjy(QN-*E=<*9(wdm z@*5c{q_hKm5P#bhwJUu4UM?#mE=LakHzx{vDeulXix2 z?L*oIF%V(eW^G!QGM8^wNG#uIyIA^jinR*M#IYfCJ+@nX`BUWJUewypLo~kyNB^+X9_GDxECBeyW{yx zYc%Lq|IC^{h~~IbGQUnTH_^FKHqpY8M`d#G3;xz=I+H7pOk;;8U#n!1Hc~XyF}yV= z9@fhNGhFHIrK@ST;2rN-)GyAp|5lhe7(roaFQfK5`r0(P+bNm}P@;JPpOwh(@~pSE zNh^=?w9&IpQ_|mx6VjOZ=agg-+3>%*@Gzl}h)Lbg!`w`eFbc(r8 zk&a|8n49niOCc{n@~ouEGlv7!doDhrvxvTP4$A4~QRPq)I+Khpk_EB; zaE7``Jd_eXgPD{U>iS3!5P!*t7R-4kPOt6dWt*#h-v6m|n)W z5+p^PF1qGde9Fl<;DC0cNH{yyS zxUB|`lg$TO-Ve!RAnv;bdmmS-H7xN9VTRT$CLgl-;GIyF`_f@V#G%?Ie4yHs_^ONv z$k4UpcU553SI{{}g2j;FX-`u$IvYtO$%Np2u8MR0B2~b%VxK;dvg_rn5F{LuV=`Oh=DA@GYaT zolb^ap2Fl=jRYK$NrS8%urb-KOQ4tn34%LP+jJLS5#ze@st8>LC2%9te8Kxzr?Fx} zhB?}4e6atdDa>r)v?SPOsxUJt``x3= zYL~mEyPiSLg_Yv3U5y4j-W3>a@thRgwF?l`$3xa5vB?BJiv!M>3lmzW!0AC5M36jA z7Wl&mY|Tid+}PL{?F*pGO7B(>-oBstYcoy^I5AbLjl8lK&wBmrL=Tb-qul}|Bm4cn zqvQfe&8~XtVVEKW?D%;Z!Pyp4rv#fIAn9}l2J%T5>_v(@SvX@!C8&h&*e=T6l+Q6o+8>Bw;vi>!`OCM;Le)r=NAi&<= z0b7HrZb~OazVblXk)2?jDasIqNidD?u79B8 z2f6OXq~||+hb8@aQ8;0VKdG&fw$1KY;58wYaAZ0`)L6(e#z4+VRYm3ghT7*J4Z+qd zqw_6SgibhBFN2Cl6{-pdh8NAMK*|M1J#WqVfy8I zJUf@Lfb9~D{Nlc9>O|}g!IWN|Wc$ZlPNE3dCGWx2dUHvnTsAK1*BwZhazm9_{g3xi zM$s4qT9q&d5tL$+^P725>W_%Q6!vPe`6&{Hp9Y=V6Xc}MyOg;PuxuX$HZ4f1EMR3n z1HxGmpH;}mu)$M%ew1ldJ-PCIw){&Zn?O41k`fsBrMDK$>BXF%ZA0~7;x>pFb$3=I zjw5$JCGnzITvX6aI}2V`B{$)l)2%hh&ehGn_6jkOf-zgK0V_^3;N}uC`aw7!4P`}B zhPNvl#MtVtfs7Fw`f*w_r&-NIWfT+?EcSLX-Fvv*dxKLKRab0 zb(REyRl=2yzod~!wsz%c!IAjTle|Wqye!gSp`hRSK{&7sIul(`cLN32Afq32_GMKm zu*J9VKl$e8Q)(hy+t(}iL!<~%<5_)8RJwl~Vdk*~q3N}bRME^TKq1xqW~oVq#ANbd z$d_gq2ML1%6^=gA+L5y&H@;V1N&<(|FZY<#gTw?jIKf|;4H`dQzQ!IoPB9-GCZrNs zQn$%HoCXLiPEgWEgD$M;NVegjx$sU-3xwEobKrSOQ7B z)sIW(Lc~ZEe9}$qTp059=>m1&P2U<9sVJKQ%BeMX5I9GLTSRI3&3Vz{1|`|9xx>9- z{Qa3ed*$|zL|?%D^P$qG?EvYVbD7OjohB=oFehN%D4PZ^F_PV;Wtd=GFkx%3MGU}a zDwUpk3~D^{*thVwU&)B_grapKeK4w{S+ke7oLUM8Wrn8%M!b16Gxl#)O4{T`{*3+a4j0D%)N&=&GOm>knLrgyxBeAXI2p0u7IUDmDFlP zu6aEQ+jecP0dk@ry`HfhVtZhm)1Zcv5pv$N4~gMR5*v~&;~N4^mEBw#q%WL;20>4D z%H?Ca!5l^6_Bpnt^@N7ePLJ9!%$KcI2({WjYuB6i zWOe2X&+tpcX@Cc?&E4@Z@S1sAkUl%?o0whaTZ)_xP>a;KBk5iGouj#T`~ZqA>VEi7 z2Ve=sm~<-2xTXZjNSLg!&KJdWZx_-~LENO3)t(us^{+CL9wdr2E3_280P?{W^njoO zzZR6*PJ_$|*?=kzPgQ@HK2UZ&azjn6Q7%u@0Um*~Xt_9Q=aHW;8qswZRY=Z~1#_Q1 zjfaT__wL@Yc$5i#)X>S7bH|Ut_bG$P!bLqyPaqj<_d^8PIkF!wLWE?*MWf3~q8lj< zJQ+F<(lv5Y+AVnTqtK$IHo@=3YwQa#Vpi-AtO}Ood88#qiL;y*Xgb;?__vXmz&@qe zPG(Ffq)5oW;NSYgxNLO0@`Om-);)aHp>P0#tE9Mcm^5M_)z<=b)*wIc7p~)x0#k6R^Yj(asU~c z5s&yY5RWoQ-zndJzNW^(a?T<3ebeRO*5QNqh%jG|wWtokGP0IKh~mh)TXCTp{}r|( zidH((U=BmGH9}{@_ML;XpLCYMFy#zYt-uEaNgb|ov4T)|g9P@>Sy)OZL}3Aelm!XB zJeCr@A=)5CoiWk72^v6`}ey0Ri&Q z2OODb|Bp&22tI+Zw~2P3Mj8VJun@6bBdSs5OIrs+HDkn zz<7^Ca}GQowh*}>byd}LPI9!gc6`Daeev&L4f)H+cD6ebhk47$9oCM|?i7b5nk0gU zJ7iem(Xe}mbdJLX5CsG0e*2NY{qhX8DP}#2lwdUw@!TZEP#BWpWBEraVs66J4kF#{ z`vUh@Pt#PBH=qJtJ03#0mWsfekRhHhINbX#5yJBB2XH+@@YjKvv^)A$t`eXyi6V}1 z5T%L?FXiQN?uV7UjbJ}a&dwx?I#mz?n>}=k+8e2K-^!la;<^s?lJ2tW+GWCeP3k~8 zHAE2;a!J4}k6dRU!!`$GEm{U$1W6|{&|HLRHFt5=NPb=d>AQDl;by|`>2oqXU z;`CrnY9pFfz=g13Nsp_9fJ2)Z&l-iG-9+8@xe3yjI6R)K8*YR$MVSB>s#7a-F=7T6 z6v)jg1y2v4ukJdcMK}v;psB!ulEa0xU1Cxc0BQ7GB(SpP{|Z~PQRE#iy7w()(efg} z?|ddU5KG0xW=yHPG436>nvMrAu4$wiD*~f8z5+l=q2)BE)K_&o7dRJZMO-<3^}d6B z@dPpJjqn*<5lGR0P=La=@@QaZ7|2BLdcM5T3pWHb-r%E<0h9hsSdWNap=?Z6qj%ee2vh?e8r=XEi^KZDbL( zDE+hnO>Zm!{Vqc<0Zt@~kBY*s#Ku6-tqQORR*0FNf}=|n95GqohC}2eBg&*nGlLlR_~!sk?VWC_|+2;`NU+=c=!a>wU4ey9l8^GC@W zaAh@;ya~~-1+Ql^5p6$I-EDro508d;j9&VVM-9%mVTH5%f{YtfX3fZw_xV3VO*PnfkBTL7-K-04Yo28S%l zccqtzUYrCQ-L5hn_<)l|6KB%G8bKx^J?w{=O0SPH2n)p4gQaUgZw5%>Tp)vg3MREP z4mRK|CUw8^#>=UsB)7@adkPXN)G3$2gY)%f(&DKT>;Hg+B7qC?EO-VY71Ch!!W-56 z{M_81g~Je#{D@VW-&!Il2tZScohHNNlg2lH1L_?&sOgURX=VR+Z!zJZ zc&%FA7KUx*&=xn*kIg*F0YEctVuJf&IJ9_dtzLZNy7|;#)PpPU9$!!I@3do5i*gxF z4n1_)nwI6^k7WR%DLG5tvv5yV!l{Nw`lFqA(cDEi5Es3t%UbGyBi^A4BIK zC}8L3MIOxBWysM(DD(Fow!AYQYuIWCK6~R`aY&t_;&5=@d=jo<03>vXIlLzlKrr%2~9OWxFse~ptu=-8rk<-@fCEo$t zvwNXCcC=2*p~F?E`jN!#Z=6K93z*B=Q%A1>?_qQB?tg*83D>{u9KplreAjBYRK!C{WT8)*PuUnOU}q5` z@5n|mpj_wMALokNgmld{R{9*FmH>xU4Ov=u$HELqAlC0hOjh!VY2I#!-Kka5P!@s( zk41N(xcP>PJ~VC!rkC*s(?rjoDUd&kygP^ZU%=&1S$B-(e5NdOn~=GEAt002?6vxH z(+Vxy_J}rHZkqP9x5V=JG`ZuSoC37Lhn7prTdBdzL(4}?9hyd#m|IFO83mrj%v(LET!B}hxf_qMqg_O=fh z`A6KBogiu;q?PG6@?~x&`oc5ya=j`05Tmxv3W+jI?mQs>K=l2D&sN_%79bHLXr|>E z?g0B{>qz)%z=kMA=>jN1kUO=eA1MN_(=`%K;GH}RlZ`8~i~arfcGj=uje{k-)#3$Y z3onD+ZuV)v#A*lNK__cb z$zf*xp^v`&v%39DO%?G@V%ivZP0mb%z$ z77?+-vf59l@(Km>oeb%}lvmhL93@}lco+H4KyjhFVUk|ETCy5A7Rh<~GUc{mgoOmn z3rBaM;_YdpBQ8FxfNtV}Y=hXyI;8%F{TSW~=h;8G1|cKp3|`cDF@GT={N}g;BWBJI z5=U`h^-l_1)0SEaQB>Z0b6VL#xg;B8{^4ZOo4%<{@6CcFz%VtRt<>qtmnidN!qH8`f6doU zmA40&7MXKU93ziCANieQlHV-uz{u`t+Dt0`+8+9B?I8n;fxbHVYQM#lQ<6STLN7AZ z?pua6oHj0N8CzR#iD&F@Nf0Tll@YxX_GtMh)2+{6q6(KkJ>zowV750`O>EU!2baf; zc_8D*kgl}hLHhc2PjT0cfy29dLn4S=d+bi|370hb^?8ZYkGZ90Rwm7>cP?`ozmlsC zxK^BXlu1H(tz+Q3l6526Bm3My;X5!3z5)Ltzj4~=9$I3n{0H)s-UK`RRFVdzgCGF6 z6idqdckZAZ|Hi53>XIS}uuIYMS{OcuxP@p%g~|3;iu>Hx^ZAA)sq`fT{U)fCbZysE zvzJ5Yfs%``CTrKYmuK2T1-;EwVcwx2MdOcmxkUb8^Qz~s-5bsmpUAA-q#Peqy!YL% zbcw&InN}fRx9t^5;kP{!U2(#wwn3xgnwXlM-Tl?AJ7N8x+FV(==Wh6^rtOW5<>Zxv z{*UEMUDwGYD#s}|tXf!9!{j~rW=f?btdqt*Cm1sq>7JD{43}f27!boyk!$xc+>15BBke0nofC8q&mP$bwU)!x?lS^0HqsI_fRayPJ4D^?Va`n0$7N zhG*(e5Q$}j)od9u{b9P&T{PbD%tO%@vO98dE zow@a&Hs=q&=PojVVRbatxI~J#L+h`x=(gvME%P@v!R8WvY2K9KMBHKR)NpC7SZo6( z*w%gg3CrN{**{G?hNnk)tyI*byWxawO?lfBJmgl!>mx-#}yA~es=D3DIF_mZ?AqG&|tV&io zDUWN|>u-GJV{&;uv+j8CdB1A8;|GT2(Y`j+3*y^IKyz%NVYdA70aHmWIjRVwYY_eI)Vx_aY;x^n5 zTPT08bbVp%#00G=Vm;dF!fO)AKIi9IyX}6i=LsdsN^vA6IN$t2saTC)1KDuIkowdy zlLMU>xeTm7oTsUNFDen6DUtEqXk{lg^HivgHu+#UdgoZ(w2 zU_E}{+$ifh%VGG@m+B-HpW#*AS2iqi-KX{(9a65NeK_)kCWbDzOD_D~5g9Bm;H&2y znOX054f0O*QcKZQ%D(x0j_Wz6S51DwcFmfJy0r@di&3Q0yL`*}iBEx^kizuk42|dC zb;T|G6W9Bndzi5h->VH;dnY4*eU4fq!s~=IFyIQtix!?v9{k?k6}SlTidz%Yt%RSe z5SI%d6jty^Phrt7G1Yr;vi;mjz#yxEZ8oXUbw2axZ;Y?hBR_IEei*5~$RX~|s@u2l zr!7G5Zh4q|#p+x0BS()s8ElDB?;2&v_siU_v@SEfAEDNC;c;9Ly4hJ2R!L@9i z3wPSd>@OA9d^eQc@JsP*p?MlVAQCH<3td}W^^P3B4-?9sQgGZJx69A~-ho!lf7*Rv zKuj%@ioG5=*H?Lsx^cv+(|T#QcKKJdxZtZH zGePg!Yl(|Z7r*%}4;;R{6JVJ6iz8dP%|uu97IRg=#JbyRhR8Z?@Pl-w*-im58PXJ&<&fj3=# z+lV5pgV?1=km#{*R041#mj_#5t=#c>Xgx9xEPpMbLGAmG06`K4Y7si~_3@C5=5I{j z!4jh{!xSP%v@3@zC&Cj%uw?W11ngM;^G)>teMhWvO0**j{P%~*oyMAA2m$~~9yn;# zS^b|c0AbvO0$zYCse~;*gWtcr!C1^&G7RFvQ-Iv{50(@z_`kpV3kG6>(s8ojNF6v2 zdB=agIRoY{${PV8zVQbe4JnJ2K;=IlL5j!KJa}+&V~b@^ia&}HxbkI}IX$@XR*P8D z;Cnc`Vh=Pw8XQ@fj=s^}<$DK%- z6006sc6j{HJjngcIrKsrd*PSi0cU`+f&vEAQu{b}7FL=wkvjJ)F~N0E{^27||AQq8 zeu#4QP=O}s7>mPTJ1~MHAw71WGYJ#epoAfrdn`AVu48x4ft7&OJKPh2qq_~?_cReH z?E&n~lf(oTEZNgZ0RAsvg6-j$y!dpHZfeml)POQnOPO<<)=Iz=6SS+0DQ70Oym_4H!1_NAOo~3dJK=QS#Tr~q{N}E0s#2w$%Y;X-1Z}pA305A zLVf^7-`)KO$1()JfU?|l8qD&Yx8Ul?{VhY!Vee^dbH?hQU)%IVgyNII@glD%P#2Enl=YuQ<;7!4c*QL?( z19@2@ycI~)eNIz+RK{vB;sK(Mz6Ays1w&t+^AU`2{*Z>hnBaW4Nxb{_;{XYDU?(0E zx^$e(N{pl-hK+=j@<8VuH2Op2?9PWYqUT82GYXf$Kmx59;LH6yb{BLR=Qxe5xr!Lb ztjt2>8!gqa#5-_`=iuA{%TxZsQjfftjx3+5@c|~NnT=!{S`c!*5+iHKEX;rW5l1*a7dBENtMtWzQ?Cv8lF z>waMG$ccL*<0GF%8iu~e9}VI<8VnZMXk~8U=-qENBep|^0G$XpRFjO+x^34&@ZDe6e)cq* zJWf4~H_>L`y}sala;%KsX`lq_xHm9sdK9F_+DN{nxNK2ccciKnN;H`Nv2Gf}yFhw2r6F=H2gePg)BxJXe} z==au2y71?&=E;uQ)z(PeQr#yWd#(8!b2aXhS_p`?Q3p(vGo7KKq0OLS()`+e_k#O` zhCS^1Gu(lNpp1kE8hJG!u|(n=LGaLtgJf6=Sb8W(zU@~F#;BJ6-Pdo|-Y>@xPx=9v zBhARc08|yk2S9t}s*fPhNFKHQ9HZLrGeHw!CRh+)j}ZT2Lmp2z05uc?(wFAR68B$e zmzQsj*Xd^3pO}^|y{A`TpmA|~Qn~8Rc){P`%khz~iY!!9ebTEQZCHg%?fupZui19_ zLHFkivAs@axs*@9WiE@;^}dVqR|muJXK$+0X|yeO28x)d*KTKz7i*T;PX9D>)8E~R zydJms$jvZ3X<2n=%jQS*wBY&=gO_ah{TbpO(Nrr(`p=)Sa0OhH_;%UPH<^T+O7pt? zsXP+0xN!Y?@u^`Xtp=85Qs;O+`^;zs{sJ&ZssMnb8PyW?bEG2*^)WnA4T81=%e*ft zo_`mus1e1R3%Xn83Io)8cvc#8@PO3>;r@Om-ny%+3t?|tpjK`JBuBy9i$88pQZS0P zhREzxfeFl-`w2pMpSeBb2^Rd$riBb?@mKhSsJQSy{P`t3AzQEJ;x}2(J+Hmkhw*lA zm)me3wA#4Qdt)hA?jAmX6mLc)k>TRweeFH_hWo-3c9!_F$|pBgV|~W9s%FRTRn0ol zlBMXfdMMyDH0kE_350SUbF*rGdj4EK3yo!0krf&t!s3&0YMUO_Es}%(%$UJMQ`^#a zs}+R<0;{OpoXbCbShyN#=vb=FUUTY1BhKHe&o;^AiKO3V`4LmiB;oK{7s!*N-h=id zb+y3R78&+tm=nf1;K03eXU?^FYRGq`O&9P58z8RvrB5uPf}HIkwUB66x&61o1U1iX z8~ww8fbU2cRMQVO-7v_Scj?hXPiHpg$*((~&LFM}ueHCz1==wQ6|h4Yg4*pZx6Kh{I8wxqZWkbXvcTuzE$B>zhEHN7YpB zV4TVVS$KSh(ebT=J!gKK%RvL5wcX>S^HqlhDoSmtwDEi;k+h^%N1?bY>a*6{5WKX< z^bERnS0Pkn#tNjut?^Tkf@g5CNS}NL3BxlcCsF6lGMZH=x|Bl6<+cxv2*ph5#}F%l z-?L3eQ=Kp3R$q=D*8WtGSg-ytr@v2s>nSzfY6)MJ<(7ySbf1o+k@lZWedo6LmEPVf zb8p0=QrqFp{a1Vj`mdfzuuFC@Yj%yEUAS`g&r19ge4_h({o^E;BZ;70k?bwfw}0^* zj(xvR)7CAo%;L^@xcsQ|+q$|=`?2C*6@huhN$9EFHFvC6pc15QG{B>*G}!KjW_HIh zJC?g*>SGfpzbNkRHZ7FcuIm`po7fvy`$wAA#4Jyy)NX6r8-N>rys0(fQkz+SrMIKpi+pVpqwTbKO)Dd^x^nK9r zO1oF0L90U*l3rcJAOCd-_Obx_B*G@>^)fd{@V5(pGfd$GdGf zta`>Lkg9!r!86fEzoWgwe|f6Hwx|Bk7Ty%+K2@=2p-Hh8iZh7Y+uMS6hOCq9yyY)H z#nw{~y>@hovH5iS9EDL^XyNr%f7t-3h396pPq%9rKJCOn@5|S#^Mn1qvOtr%tu6(c zFWN0Xu+P_|risi}oHK;=P17T_9%=)Oelf4EshYmiXjU5z*h**geIh7cro=As3Rr{g zg|qdwTxK!G3ih70>nFM5#ogP5YwI@z&1SvAdPf&Z0+x0+X%|Y4g~qFUaB^>Ihu2+w zY*G1Pd}Oco;d_JkLDMir=WsppI{4-I$pI&tH94F{V3vQ`uMN#dUnGph4=t4JEe@k2 z{OdsIFGF4ZQp+u%e!Oo6<}Y%V<~Zg?L?T2UmGnoUHF>kjoARh}n}{BFigm)Glynp0 zzgk8>^)_naggf9nqhOs@0w1fr#4U&1t`K3OiB@kX{kGkmVKMI85%Ijnf@?+qRv`Wl zjBHjj0E3+vny2!@0nr52g{o-ZqV~PZ5{#W!Vwe8u{UBw{^Zb_9_fb%#Yxj%8V}-@Rv!1bZ|{z#8>Vra^a@W^~Ns9=pPLUi_K?NK>BHldcyuA z=mO)f?KSop&mT!q2?=yt8f#jis0R^%L!SCQ+8w_GWTt~&n&`ZSWF?_vs1ER#yoM$< zX3Ew;lxqW8B9!>1mJ<14ucV#a!!9;@6Pa@Xe<%)3ck@+%`KAwgk@4H=8l%;yGZBl- zcMs_=DnX=85&eeO&?08@iIfN9`*F&_}BOr)&ZJ_dm)6gwcdfdI$`M zAO)!5u)RJb71h!GhEglppZ&rcKn-stTEp~W7Kmdf= zZ!*}K`U6N7i9Vm5nZwqFEi09=VrOUTcB>1LUiTa(4K(KG*V7c>WUQvmz>TUpcgAo)o5 zu?`736GKOhXBRF(VV@Q(!G(sXsaCL;pB8HSs{&QSY^dga$geN%IPct}5CIldr9kTmuzy)ht$2~HhtIe_j#*SA0KVU3oiE$(;iqIwE)m}f&eRQNcCLhA{hC249 zE{@CxFH-zVYS)s0&ovlA+p$Gvv=dKPedE%)6RH$K?*@kIU!Tg3j)O-Zvo`)UZg=?{ z2bf7`*BuYcJ&?n+^c?F~lQne=KKQrK(83P^429aRt&-cnb{)M)50H-yo#HkMkd`ve zsk=Svklp*feU(#KxL41@)8!US>_L9UuU4V~znB`E^cQi~6iXWN`W zeyh8kEXO_%l?u@|o7Ld^yG^?F{l|Q&T{wApdB4VAzXIBeSTseqdx5YWzSxDneSW90 zY?pLn;;7R{l{ zd78GuH=yxmss-o4X3IGeUMC3JCxY)A9ELH;FxTQ50&7+B-fgWU;pPx|CTW6|4r4oR z9-0d%^sJd46jOidyAXH9`TUm~L$d{swaXb6fu@jr291;lJ0FhgEQ^8Ix=`P0not31S@j(mzGq zlvomwPQDSR#L*Avk=i4F_WT*@xt5znP@nt=-kQOhCUE7LL)ST1=y6Y91|vIR(D_YU zO%uqZq1ODZ4+V@cS)c65Qhj>635JLD@F4t5IzRBt8N@0R((NF2YK8JKn(S85H(1xH zAHFkNthjy)C}!V5*0X+SeDj$d>WL=p1m*Y_{2z|jZA>t(Bx>v(H3tuGE6lA|p`^^* z133H@82}eZo)Huj{2G76=;R5!Q8ys=TB$DWw0YM1?`Xse{EfSAS7KlVJ+jn)mp6v? z_Pk_5G;&ax1N`}y1b}a&kP8hkJ{&M6$YA{Hey@sv)*QDZ><^Km=8z-Mf$3hpq{&Esjki|cWQF7f?=l!~5|=QkB~SzvTcbUd3eMjZ@J9E$O0`9K&@=05$3N!T zk$ff_u&cQ4^U-%oP&X^>_fX%rYKHfo9cQ{HLC6yeGRzhAvC8`Ii=88qg*jf0f|=% zleIG=+Aj6Ii>E+xk(E-{B*7pL%`wHuPH@vm%6wq#Fu?52AA%_{gabr9A3RKwA;$RD zpRBLC+bzl?6r9fkT(CKb*$I zLQtRzxbYyb$6o!wop&!ZQyS%~{nDN>@X=yA+Ab?{cNza$f##fvUXqv#GdzYQJ4&V3 zRi_fpTmKq*4e+hb;1>?z%_}|s zQr*(dwUE?QL*{RMsfk5wuWx3Ve`g)PP7Yp>o)DT^ZJzHcY0%j*(c5_-(G|2<*Y;ld zfAvSkAzJ0ENK(g?y#iQ&Pr}8ffq&M&@6_tpe0VzLa+0)<*UE^@jxA{!bKqF$)Li(i z6zP66CRb#L{{Fv+*8Znz6vf^|eE&`4`M(EyH}503JebiCANp%NC|+;;6S@Dd?|!Qd z>y_i$s)*Bo9^4l;2#cS>jZjCTP}Gt7JS2Fc5LOx)IAQxA2MT>Ph@r+|7ooN69RTf9 z@-6D?z!t6qDD_%zCOnCY^z^kSU$%86rIAaSR)m-=7{Edtj3kw4SHwYs{BGIgXOk|KI zvKo$u=u8!IqA+;)1R-O}9$*gpAGe?Rw|R+hNBPWaI3XkR1UC7J$Qh*$E%`LD)$^|g z#}JM#uozm0xUJ0@8$$>6a;HH9$agt;0~%^nI-ax~I<|Zd$w#mmxc64xWM{+V=`>Z=t7sQaJLgV|yPGKMydqb}R4Nnco$6Pikw`1i8k0nre)gUl-h;U3t z1`&0l9@`B#kAlM&ix!RA3R~Z_w#g^SZ;*ct#ktI(*rLm_*=3?S{GH_LuWV zufol#Gse%5BUY8Vgy*+OaC*@5Q*fINctg8{rd{KA&kSfhy{~^4$P?~#P`Vtv0Ie*k zYU5n{kL%S%`+&S#H(0pOzj%;!m8lE0S{rnVJsyqcZa;RdQMMa8PJIuoHCFM zW$>qh-4$vyw^#=LE_R6tV>fSz%#wHR9;uhouY%)$DEywEg*VZCY^|$a=&iK+}QVpd@K8D%OWz{kW$fK?~< zSDF$_;TE&!bOHZ#h1AY!&jgQz#DFlNi&O%6`atiL>|Bhlu8|-ak^D{6Id~AF*Q~#% zI?Sb*#-pOzg;wXrS5C5f9!q`gcN^>_jv3YxzvPo^rix@;0=sBs)lEX~-Ai`P9`IfT z|C|TIA)>d3;Z|WuOiuK2r?sy#f?_;zgw_xw%wW-M_4T&1)sPIB5qAxK7Ln5FN;5Fs z!AnJ7rE(5zbQIV2WPlbs$@B_5{% zn~Tb7G~9ZhD1!GO?7rI3)ihJ8arEvc9n;uzHqP<`E#>w-tyRO|d3#GDI^>gEb`18E z`yGs7Zbn@!p;IH1br)a@sarwvOPSyQJ4ZtMQoO6yvkT{k6DW4d%;QOikeBdV@Es?K zCY|^v4%YN8nzqphW4_`)wRIC|Yd)v%wjzD%GYQYnt$e*dfLh;uPZ};9JHs<%4MT3# z{2~OioO{}X&1%q8h!xcjpM^||@Q@Uc1vM{c_vG+0RIhea*S9A_b>b7G#>P=!qD&T0 z@i|RwO?O}R^K*g9lXK$_fXrOwjs|q1@+CV=&yV~Q?<=8Yh)Z=q1cS(D;k#Y@LvQjT zU4XDnulmzz#99}*z%M8EI(FX78*!Y}KibT2b)kCpIgKnWbPF(1dGuTz)+TU9P^w@2 vx6uOq{9iH_|Ice690n2|{~zCuy|pQO)Q+=q)egGWz#mm5Eyd?}%b@=Q7u1C5 literal 0 HcmV?d00001 diff --git a/benchmarks/plots/5.csv.png b/benchmarks/plots/5.csv.png new file mode 100644 index 0000000000000000000000000000000000000000..c69525509dd29c6f2e187c3f983068273defca5f GIT binary patch literal 36558 zcmce;hdY+FbY>`ll@WH;+G$nvJBy+o0m{16rr5#19cSYLI4Vdt%Jse z-w6M_H3mO~oFD2qYuKARzc6+*Ln#?MJJ{Ge+gLuOb2W2xvb4A3;}+uP=cIe)?Cjtq z%)?{*|6agt?`Xk86F&J2Zi4S1tLub9kzGaphh>q{2agK9FZV!F)9vHh1fH|z+}{4b zB>9cneTGL8;Y18ds;W4(I=9{pU!lzPx%|q&CUv-%gYE{WYy?9pcAsSR4iSUw1`b+o zvVwN%EnC!WIrI6CLJP;b*1rSdh4@%a0uIf@yC;qD;XiD6Jjx--p+E)s1ImaHn;!Z3 z^_m|E@>Bnv1RD9t{g4g^`5DVVf_%bP;R+fHel}#GVMb7>Kk7Ib-snwt>>oSV9o`UFW2z7p#uud zODOpB-F1cS^hYd}iGudYiYa0fnt0z{Y;dRjty)Otd(^3I;QmlKS;TU83Ffj&7Ma!6 zY{huqQj2by0+sK-4SY^roK71q5Xa?P=Jv1~=O`zcE)V2w)t{fLBzr8g6{z5&Pzq}F zI4IMW^@(q0T_1(A`&^ILDiw08R*JrL?6RhKGQexoN+Cj_V&G*+gmW3zjjx*Z&$9?Q z&3~wI-Hu?csr<%{&IIwA)nnHA*yaS1!t>d((! z{xzBMKDN~;>CY;xuIJ&p8PFEXV^4G6X81EfQoYviodegkQMu`+*R^8VDk);~RlB2Q z;$?DCERj5hVr;6ZzU8)KS~oa#!Vla;hxR95c6+KEc`weCM^<|5F7tOYGHxiS3r;vk z&9+9#e6gS6-d^bL?%5|o`OYw*P$4BI%~n;n()6nwvE0wvV|iE!$Zt2)1TI8!Xcq-w zU%bQ=@cMPU_yYXR$Q|pUqPzPqX=txpiCF#Tu{81R#ow9pvt#>h@>;K>oh8fU_LIZy zPLmyX*Nw@fw2ch!)1&#}>F+@~hvcHH-Bs>&p&=oPEm5p0f8AG7a+DHd9N=38?5&L@ zj-_X0biVxSt_YJ&s#T;PzkJAdRF~;|x;vEEOmLI`mekaJ6iQj@H3>@np5yGBJl?sk zq{oi4E%etpwD{Wz%Jh`_0$Dcdj*AZU3j7{d+C`UHbhrJRX`cJ>mXz15?b_0CiAkwR zvgekZli}&nuGvyw)>TSMYZ{;Fri&wAY!hpCe?QK~%%?>+BEu=JKlmHW-~H3cF!%Q#&Oe)13~J$7%F@@tvy7wDoFASp03{S3)c=_g3*?-O9W8 zC@O~JJyGkD)uR`(j z6TWs>5>r0sUQeU9{{9S(_ke}`(f1NP>cpq|T+w3L@}eS#lHT*aOM~#YoymfCT~~F= z#JMuW&QF~9YHC%}Fk5inV^96Flf%y4Mt?jnv20iy=CsM)#K>*)k9|)5$q2bDe=zM% z7X8l1NJMqdsECn)A=9Ywm6*$J%}nTh^@*ZE@d>G=Jaqy4Ns&Ply$Y-7dw)&f-ROE7 zMsBTo4X|fv1;7k(KskeP4LG)h)2qXG{y~@Cm}A+Wojnqa%e6ZlM4J%EL{S2B<5c)w zhyTst@-Iqz{-N5J`vUDuE^jje2X+>DwN-kyzt{{oC3=gG)-W@QOv_z}=b2$Cs+v#W zr_E`9{OEfiVeMq`MlI{trLCS%bv$y+gk?}peG{R^HZ&XWR`V!XX4#LHTT%$0ZPcF& z49&GgxA#1^ulX0K|6;<$+W?%$b~A$e`Hto%*!IzB zCVcm6o^U*OTIh;?eVME+Rnk8bZp6X_l~z8Gh?@OTzGehIDNCksky(2Ti|4Z28=m?T z-hX@cb%(z=qZCIySs0yL3o73|`E0i5^{;2Hfvuhug&KbYJw;Nr#_hRNQn_C2mFnj8 z-66x+hru^mTccQ&_Pa(atQBBsE$MhH_M~ZI4e z5jDFtg_mK?MNIcT4$7AjnJt<7FV;U~$b=;nb7jedKxbjrtZR{@}kG!kH6JNjr5R`Dz)`e}^avBXJXoH-blNUshIetEE49>VNb9 zj`uv|Pu1U374cK&zup)X4N}A1rT%7qIU(28xRIIp%TGr0j<0)-;N>iQP#?^HM7pr{ zo>p9}L|CUliz`pNIN4OX!fNnpV&f;B63nOY!TpC&wMCv=a-mRm(sVe!=k*^n@CsK@ zE`^@%*y*@oFrBT0g5z{ht^_J4e9li<$lWh{RcrQ-c}q_CEaHC{CCM_Z_ih!AUT)a4 zuRqnYtD1}XF}AlcWxv-{yVb@~YTkL1G(g0ez~4gd8B+G&;M%X(9k2hW^-r!1NFL*D z-_}c3y>4^nW+<|d{QDF-{=;8_;V56JB}e)0Ncpw&ya}G}k3x)OJO+xMiqKK#CSFW+ z4s2Wd_AVU%@h6@w>lWjS9j|gy(A4}ea-L1kKSz!x%;Blod{y=Awc5r|R|3p8@4k$T zO#9d8GkqWN4^qxgWRl(f;+G9P;?cXajg#HccN#S1wV%`xcjx;@Cv(bq(}!A*3O$`d~lfJp~_&MyJjP z+}QmopDB^oH(2}O^N zjt+uoy>$d^hQsZ0dx;W~gk9uMwqY&uFe}7-_|!93dPL=Oc9;`?PG+O)WmtE#%;8ix zsB^Oo)&w`_v^=E+3MDHkbAQo5wlL00mgxGCN;0?LAg<(1^ARaD%Hcj#54!Kp-5Kk_ zB2bU;wX+mrV^mX*`CTY%gNUe2e}B^bUmrJVy@gyTSEz+{>7MjCKQ_d_I7%nWkystJ z)hRete&mcoeZD9o7~MNhauim#J|qNfXz5 z*XMs4u$Fo=g5v4(&TjxN!{ebC{6$bX<^Ao)&!2Ko=Q{gX2w_We^K-RTJP*hzLBJd8 zYXswkG+ePY%!`9fW6~r36L*`*8r=jzd+z2i+Sn?mg*KO=Cl*Up{~^FftF?8kQD1CE zo;IZtg(}~~9ekwyB>J9zJD)uPawmev1 zv1|F?!_BDfyQV`a+8VR3Z{?~SXDHAv79hJ$P0h77S`qc`I)|RuyZ>&=){NT(6-pKs zaMtsgU-K&fgAyn-?Q3^qLdfr6<~tKv6=FF5S=Oh~taSb^e9SBpN~I283gw9hpKp2N zb-Wi})ejr6a##-5bB9*8M4o0|e0RNL-G-qKRTsjPUgWeC+?0dei=DTnm-=zM1_l6 zxVGN7!WN{GvU?a;BUGxewa%o_$a1~>VOF4m)$;lB^YgRs6x1|qKg$+k{mF=OJjM@$7k-BF z6RZ!H$hAf9pX2$~zC7@`sXNmWmNn(M{r<pTaK54q&S-pLqEh!^lI3lpoaN)+@ z@wUO#eC|{V>H6Q664K-S4Z)$qt+{QF`h`7GR^C0o4zfc>i&%jn%?P>6=i#c6jJrG| zubv*KnUrpC-dS>Rxtl^`Smj2ar(W~9L%;qJMt4st^u(~+C3|&*Zs-~}tC{26{?flE zZ38inWX{_h$Z>c{u|>%mEdMeq-=Iz6png|bdZdYxahT2N1GJL363wCQQ9H#KUgvqZ zs_Ja?5t3|SY?#g*4QQYzu7m`>ty|$X=6Dam!Is1hHf234vJ}$ z`bh|rzErCluT!72atoe)^G1HZhxQKE)z86KR>)e;%5r9d zV`?*9{RY}UFnn*ya#~8@t(%+J`ZZcrda@~|&_&wy03Gl+sm@bfY-IP#xb_m!l6qYd&azaq)UDza^W<5-Ipn;LvhSK*)QqChyXhB3-phvt9Hl zJbJeI{>qJFO+8ami)r;uZmH6wOBxkvR3SoK^{2H@x}MZAJuF>_p==+BWW2LrI(sx_ zde+$C5|@E_lZp0esFye8;i~+w%y!-BQAAd=mfXgT7qWG^HI{ompWk_#ht$?^8NEbj zFcgfgzm#5du%Xk0wj2{Cex{>UsK*SbFjB;Qt7TBzkZXV9Mas_VNI%cHQ;P5l$#wUC z7Y@zl1ggkaLd-(60x^&3_2n!d6{h0{-idu`wp(|B*S=l(ZSaf9F!r<_3cnskb`ky2 z=zNylOR@Y4vML7eB2vyrxmQBX)-H(nkpxK4c|9z>9))|D*kUpy&Md^}IKoYJ1#N5* zy2`tpCbhJCRkm3e|Z8VUofJv>x3Nt zg?9+^KUDsi% z^H$;wzZx@+Zv#CV8@1{y@y7Yer7Qe0r9$cbx#GR5zv9uaP^kO#B-l4hMsEEf!jVMz zQeQzof2fI%MYsLm-!YOju?ApJE#$ADZCxWlPxE1n|9rN&##Z8U+xZF(7Ah?O;Gr)q z3G&BVNfloKc1i&BrRp}qZs50;H{8I6qOW%8dTzvgH#+2e1 zAL||k-0Y93CVHAo^V0N?a>hgMca&<>q~cyq5Zv?e!yJ% zZw3Nv)Od)*8($dr=ljSNYv=&fq~=yf$}DN_+l}9|9LSA;KJ@s~4bEEtYJl*^ zWFC72lko_I^*66P_c%HDH`6a_etve^S7~p^rdygRRGOH8f==%|r-<#!q>D>3U?*lW+3+`XBKNj;ax8 z>JozcQ^0n#<+Jg3#neHQwhwHKz&G!9S6B~mi`O`HNzgs$A-TlYHP|lwNOrP_!Qp4Iu&*sRymqc+<6*M#g!%Ib=1(c^|%eqTR>XQ~_5HW4?avY)$#c(}lQA*&CK!C1E43D9m!3+?%d67+GGM`acN*7@n z_GJ%N!F}2hOtrdqm07+8kJi(uE}7pl5+p6Qe{~UzG6^dSDLw}I07u-u;eN)Wacc-@ z>=rxb9N9kI@Hvm_&rwOVdQxdOan+tj>r-3}z^Zv`LL0e4osy=2y7Y&^EMn3RrKQ_s zXuV9ER=;i3am4Z%D%YrVZ=dc@2^y{(u9Rwqu_n7UX|nhnuLD*SG8t*hSKewN$vvDQ`+oa&ixK5#z~9=x-=G9);(GE}VM`i+}Q z$-_szx3^avs23@&%iA2D=FDBac%fgN=zz~SX(V=&GO{kW?;*Eysa8?7+$K|bjYx*` zqmRioN7MLy&Q7u&U(9z_9Ka5yw;?o!+q0D6A$a_djXYJdFI>9)Z;}84_sPvT<1Jj zOPV7mHkL;7F0A!Cu8#`=e`(BYb_;D!6x_HT_HVA@#3dxLB!~ok#hLPAQ3%u=-HbA9 zkb&&?hL$)RD$+Seo;N(KGxFKkpF&g(7F0Tt z`Is?G&TD*3=}l^y|d$uc2HJ3hv2ISNVZc> zsO0W*6wX?fQ6y=&?G9=yd~;o!?aNZw+U^!l?8-zcW7=&tY8!DV)>Ug?#xh^-ulH5E zShImxassNFd3Rc%Vl5Z5R}mDbxS_rty$or>Lzq&tp`s^!<(3-mdm|Pa)Y~W9-H8iN zN=@Ht=BfY0c``v(<$37H2D?#+_{3iVJ(jj|%QqwyrcF0v;(@40V^1QzR3H;BX1DA9 zM%?XOKXw09t$F@ib(>9>S#sT-RthWIfC$0_fRxYjz^bADox#RrZ7ofPpIv9d-L1dD zJZ+zJ%Q}RtX2`vg7Ls3fty(C`#U^zn3aSJW({dv{2sHMeIDJrlA*@ zv*j8!s(Pj2PG0Zn)YjdTAk{blZK6D$NY5#WTgFw-{*d5eG3_daEvYlSWUCJ~+8na@ zr4j4ePANXPckD!5Jx$z7_N38uiVuTF8EN!*l@+l-u!AMg0dxuN0Yv%!eo`(ZDBn*r z8q7BD0WzUbB=EwB$#EOxj3nnLd`N9NcV`bQGX1Jj+xw{R>TXt00~Iuixkf#fs2SRZ%X?i76NCA`TPIC!C}*-`C}Vdu8p{$WY5vNrx=6$Z56;K$*ZpqO(@WN!9a(SRop_k^7G8FP zk|dAj0iBH zHZoG94iG0f`M5t7nu$l5>0^DU$0Mh*PbWgzm=H3Cq~lbm3tMt zOTvYujt<4J)ZG*|9s5a)kZu-PaZ%7O?gdC@zDA)@XAkKD7}c0fVH_58C~OHM#Mk?R zaRIV{LepT=Qw6irW51nC_md=d=E2aRbYOemBX5_!B9Hc8mqOzJ7Di7$)5Q1dksx;_ zh6{!-`;nk{-^`_-JtTJ)Lw-T#M-sZQ$DWoE^ZrKFvt5dYZnS?FLMDzG!As+ z^b^=_5~?IPNkMdIR2mPk1=K5DW*j5JrqpfN+zk|<9&$I9_I@&{diLwe|1Rsoye28a zM3bOt{_jQZa1rVRZpjI^bl}FO*Kb~R)FLJ zfF9rN|6DqJ$)0$C5tUHUA#`YA zO5`K&!78Cs3Xrs51O|Z)a1f1ok3D$>H|ae*KozD#)<1Ed_$m+-2Rv;0KYi?J>x?)x z@H|@BzrJ`W@Ot0E{3AG+2|QgR`y1~+I?On#HPN9^>r!+$`ZYG!Ht7heFTmvz@;I1= zpTjcfhj4X6?Eya;#Vrl5Io}_JvPTCDUasC@(=PfbBwkB%&mr}r$kOT>J;n9-X+{(o7v+04t6g2XxR2F7;mdTWKk|Wu zlq?!K%DadE05HXxcP6w#tIh=J$8qMpU>o#g)7D64Ugt&C_Ym= zHQUOhxVwi4O~FpZRTo`9-l&fS`X(~?Tn~R>yYJlssHUBFCp z&UqX$(69$~HMk0z31NvM?xm}fwU3v77h1Ewq5%au1`+u^MW6n7W7_;IH3|I42VgLO zihnC2;@sQF2P%GNX+OA7>O{2J!Kq-7FQty%g7#^pollpKd40*f_7s$x+l{LTsRj8r z=a@>*MHAd)6&J*t?Q~QvJh3$EGXZVh+};?NY^F}h)4Z<7Que?)J3b0+znk)>gep2* zS)xcHWP47B>=U{Q`zf)KzMSc{nSnfwEieJ&itlb_Wl9zTXpR*3Is4I^Wie6h@^-qL zvU?49N_XEKyZHkZ-|8=ic{$0ER)hKRp%1FvHGR;@Ae7bD;=Y$biD!I&7DIxY1}%{; z9AJ)}u-9^=;u>%MbrD<63_`wA@{diktFdO`trB_itJ^3 z$GJAMqNvcSmX14iHgUB@m5UAh6k zIANa$?R{+DQ~M}b&N8nv-3&*iwXz-K;rnkIRo(i-9nJpek`D9jLN$`=2by^O)~ssX z$s!YEx&D7#RHma;#MpT14$>+1Q=K_qhnDvgWeyf-?;lo_C*~5x!Aq+dI=&l_5858n zeQC2(MlWZ2+i9$1ZFV zo0t%m+D}iu{T|QZ!`|(Nt)?JS1ZC=NyAr$`AWl`ty9xb70)OiJg#TOM%c$%;vaQ8E zg;8a&DjdgbE9F`v&v-_@R}IUMKj8n+dM)376QDI+kBFbV1(C;0)f0}FlTD_2B8{q2 zX+d4I14U_IhQvS-%o3Ki*LGPRkaJb+JN5+rOQlOckbNirS#LUmj1p;SY#B0EqFqw6 zTrqvd(Pz>|p!Y#lri&BtUjf}3y|t*$Q>bq@k2DgT*Por#C9YBqA~{V%RplT^*!W5M90B`?$fG5!{__dq(G^ zQljhuuYjZPsS{z&IIp?c){rEJJ$=!GZvyV$p2@H_$c>8ylb~II(Beo%u_!4{KivN- zy4AwSV(PwFhv90-ysIdd0eP$#@&J1*WDu9iZR_B?CfnjxRzsI3Pt|?AkCJ0zkb@kJO!jrX>kCfBEM0y z9jcq0-)U3+_I+}Sz$8L@flxh^4yB5pb8@-_Gp1reKUbI+GMVkS3Eg0O>9B8kH1kmt zbx@euv?8+nRxAf?!12hlQ}IX?`z2LrwnQ#SeY?2R#JuYx8;Bq*HkS3Fei!f(3~0`J zfWVazJjy{Y-n(3Q!^&b1R@$iZUBb(k6F5PZ}&Y4*~Rrc%NT*6ZyqZ1roBiP9ZASlg8;z5yDfX#2WTiqvg*G_*; zZhwsK*MJ7)4#IfnMN6mIK>E{ZO}#J5)!8F6fL-(0-}>^PkFlhK)abs$Z2Nw4Fr^z9 zVH~y7`gYCz@r~uGPEsnYuNt>DXfuWXLm{ToU{U7yhxZkwS5FT}-46~WztiN21gdam zD=bB@>B7#P2y0r&UAN!xSLF7GwYvAQshOuK5I04RMXKkR33?`H~_~C^R#m zK3{Pm0g`-(Bgumtp!isS;!{5LoAQh6Kz%nVM7jQ4{-x3&uZcH-fUHeH89WT3FLb}l zsKkskf^e2suxC`Mz6JGIX@;X-Uj7-#3zs5*56vW_jR@-x0ZmJMCPDit8qp$XKJ`AL zZa0GSk7{^|JpK_n01N6@Arn^GUyzfm4dMcMm(qn7^^w0E1SG7_dX2KJK?v>lKXpC+ zhZqJ2Aesdo4#@CGMo$7of(-(>uLQZ#DkDy~t|p!oF+FJGR>+56pZaeKVqlaX0N(2a z6J?+!VMM+fFe1*>5(4bkAcZ4f{@xXUalZV>os?zh2(WLqqgv4U{=XUEDdUJN?;r|y zX($BjcSFdGcKY?xf1&obNH0-K=Mmu|k3#`?YcN9;@RMK(awZrF${Nx1W#7Yx1sWaI z&KcoW;bO>T&ymXxSjL;1v1IYu{rLO>dC??Leo%E87`V8>vG)@w%&73^I8AivB?PDg zT1gmO2jZ1mo0BkH8Eou8AaM9yO_*YOgaG*ZAVPn@HRL8|03J^QPSYqPf_fitl68{9 zFB_~7oCd+Hc2FmyChDMLT8@7$L6mZKaKwC z&=^cB0gfra16ZU22_hC3pH&^sC(eyp7vH^(`G!y^8)T_{&HxH3``|~tf(t?+A=>v1 z-?!SQCj&5#;~(EspF;&$ZNo&yVCwvrLjcK?_3SX#(EAR32{6`Hnj8fgr@1y}R~fqU z+!BJ1Zv!R8Qor9SBEiA;hec=IpZ$J`U)bS~M7)4)0s)Q4Fn{C{;E2-ZQ-Evg*@_e; zNZdik_dmJ=EAh{WMM^Y8^4bA_TkKu38!eZ!`?e;K2l=?aCI}EmqB?+?-%i|dMRWp` zr{)(MUENB%Bnr{zvn^LFds6*&mik#o5GZEC9(eQG8Zt%X)Y8Ue&>K)`U&0(9m1Q~U zgVc6~TSl-ha46azMj?}DM2$>;J5WGW+A<8H6oPSlv8pmEnOWM!22U+;FqiMY?~Axv zL^?~9@mUbo2HiDgCZ?8Pp1NB|S;l|8B&z%^>?#^7wl}r=*_D?@vjJZJIZ##*N!nU2 zD3*72E??r+D|!0U^um%9p&tqA)tgiQ004u}j#taNnd~QPkZw@5oL|5+(5s2-z$P5h zbP4(U-1{Cox#d=aZC8v{5w?v2YYGWc9k?x=JWYaqg1&?hELJxFb!L+_?nrd>IW~6M z>t`a^+G*c&3;sv%l>b4|YpLCzKbHd7ONMVYKklM z_7bC0U9Ug)J_M$rbXzejH0i77Vd*dhP&Ila&9ZtGyLe|j;K6Vw^v*2EJRnjr=>gbB zEyHg^?!i*GnW%mQ4iO6yf35KXbhhPlzVB0N{2dp`%TnwOLvu7rp+N;1;iicK&HG3n zPJf%RSm|B>H6$oo0vcltJmhG6PM-6%o6Dsc8-%RUKr? zJTQ^|+E!C&a0DSb?cjIdV)Bq8gO~?{Lh&G|oEpEBR(P#{bBcS)pd8HX>~3A4+j+KG z`j}jCg=)<^*&!LAo-FL&pKPxT=m)q(z@w3K9Sfo0W8&pipLAcKX4C)rnSkn^DiTH1 zVBQIOY+pOLQa!1jCI5D?{9WcC6UyOgzQ4rcrJugn-z|jn4CZOD^0_i_b1MVSVH$w1 zoh;-e?Ks~Ne_-Lo=wf0HlCUEAPOd?1HIgLeDL(xD*j|YJ=LPzp2vQWuRg9?496?yc z(X~I=2=irgung*joSGb@3z(2ejN#NpvMP}W3rKbj;=Y|*U76*g*3Qn(pH+w*M1(^a zdUA=d(^v=m=|~iT2gbmLZ6`DIqzBd-ZCzCL>yropu}UqaN@boGD7#NBB#8qOvRM`5 zjADWysl2;|2)%;K*@<@Yd-rUGO@f${kewP{e*U&OPa~&8q^X<)UF!xPHG^Q?)@+nY zg1EJIF9em96QD{Q#KD`0Q_j%7xwFV|8s@M%d?#wOBEA!$u+opgYW|v+2C^dE4lEd6 z>3w2hxtfs&4(OaAL#HJUYu&_0VjY0c%T1$KuY4WSxXdw zcq5*dN+yAKXfUaqai*{)fqe7yR_$G6&VrWdd{evWIdwi8^{DS6?rPDu^++J#@*o^^ zIQD`Htqfl5({);2(>L)i&|fbSnjz8<3Wd?=;RqNNEq7k(dzys=dhH}2&inz;XwI@j zLLUgT{hz4T?|E`cSm58oVT3>=%7$a{I)+e9_~WD%RDwH0c*Hd2kSn3fRHMehkb;7u za}`bNwWG%OQk6$b`1#*}s;+2`*sKMthLQ0B<7=RNCa2;x!B$F?=AjmLzD@YV`*4m7 zi59PpRd%m1lfamt3Mb_s?XKX>-h~JHs+L#{vb(QU3}r$+Hh&r0)!pA74GExx!@q!& zcnK*X^J#nJI_}ghYM_1bS95dwVsA#LjiZ+*)IIlFM8O2JByoOab*kR*Xm5=JNz8%& zoH*pRlodM*X? zxASm%7B>)j22SeT%8lU?sb8Vg)=kxa4w9r?ZbCra;S&w8+xiJ6!{#3et8?3|97aIoK7YfAbs$>84tB7C!X0(I2 z2A|UX3V@RJeKwYI>SgHq8Eh#SxE*l+)TS`H8gX$M7|-9|0JnzsdP8QmQlfcNs@Oh| zU8SF0ASF$P17~RePAtv|-$>b2KSj(-k(}zbk#ES&yKUpy4>QK>zIBRBZBBph-0{tH z?)Vrec3KBj#)LiAYPKcfzkT^x7zW2#XWc~-lX`xa`q}n;=N1yFmu2b#p zyH5$`L2d<$7QfbVLgkkPi$%_bGxo$q<@0AbR`)k_V|A?P6gk*EfdM$eF^0tM!J`Tu z)nBzMjM5*+6$K}$sTXaa0Mk=f_4;*YIPF0se}^-3 zj|4Xuw;n{Vo|E4g9|>o#ZE#+Z6#mu^QWaAnzze8=(${y)3dJr4-0qgYZ%e*Z@S$Be zYHL+@pwOT?WB}}Iig~?CzbuhD;6>(#xi`Ec1wIWdX9PCNN3&;L@|WjGOnzsUx~Ox1 zEh)X8;9x${{zn%laRA^=L3*WFH*5!Tb3kf;?&&@2MP*+XvSrB_{6c2nCW&+ocQ{oax6%@dLCXe~zB?lli0U7=r7Z82Qd9?{T^2l+el zo_zZ<9L?;f+TPtQy8rPSx4urkcClSwnd{xH1H>Hi$=wkq#M-1LH2Y)ENp=yn-*@Ua z8kK=W=n>h6{p0$`G1Tl1Z_MfTOqh7`@>dX9TVd7OCVbN@($^JsU46EP^*dMX`>NzX z?JJ}Lm70iX;PqMIELA;u`Py`j+^2s-EyXa0@>$tOr0TD-FZ!vD)m!230@4t)HLnO( zZL4Suv;dyXN|l@WyA&ZO7KLUUd3f=i zx58dbd1?PQ5+8JVZ?NlL?-aM&<8KAjK|6vMg)_iSh>oIcLpk8?UBOk;k86prIjdjX z#*Oc~y5oFQ18%kAX8#o;y*mTl2jH}4R~aTYXX-QOzJFHUo>O#Vz%Cs*kO5j`0*kb$c$Pow58$ur87l$oWC}M0uG_<^l>ucRTkgLx!_^PEcU= z2j{$O3!4Df<9#?%!V~Fos3?C~TG#+1^-&pL*5lhK2zf(J|HhMdKJq##N-ynaO+Tuv zUUI%r81C`ynNH=mRO0L*m&Q6AQNmE+U>u3xJ*v1s*`h*U=c=Z?I;>e=bE@TL8w^cj zD|nks7vuctLEFM3xfBfxTqt#e9i%(IoL(aFBkHIfF~iVS^u%^9p`$Z#7O8YKUM&VO zs1xbKN1wBD9euBWyt?J^XJgfFLZF9G>AN08lTZw1DUdmdLgCWfhqO=!LC_E;-0s5m zErXh`RlhmI)j^UyJV_~C95hwL{4;28fH+qEW)9bNo2Hh{f$ zv=na}M={FwD7M0?jQrHVnKm=kKNKiHEV>ikN^k*}AUroW_s8*04TxtR{~w26Z`!&iRWiHo1!3Av zXBY9z&^86Vi-Zp)4SDk=RY}hTr#wx54?@^!V7v}u(m=inkX6TGw!b{6U}1EM3r3qvA7H%s2R7yh_|^;8uTxX3mup zXyo(cUPRPh5s_VY2i{)v5JR{O*e!8YzQSv%a3XQug_nb#zVVX>!R5=|LE6m(+2_EY zI*8x6QY7(NgjU%?+Kc7ZGUYM+HsO2|h0%$aZ5Jjv(&4^zk5)luLZQ;hQfEtFX$=le=U)0d||FC79YRjMck^*cL0 zL`+-$<|048)xNrD5LA8zH@C0&xuDuvm$GLD&4&Q-h;M!tl?c*ToJ4MS+DmlB?P%R0 zeJ3S}pi#WXIer>_wCbS_yg@@d6dA(q>AkI*V!@Y>?%ZV=++vd+$9ip$uW>)*$b zyjsxGMHBxjf)HI#&OiSxCu zrOh-iJNTokK;S|OV)o~(M+)|EfFMctCfdceG{%RR>R_RA5l|Wb%JbT2FDShvQ~?+| z+rr0{0%POOX<1!bNaCaTD|=rTCw_oMck-!m?;j=rCM|>Wc`hsGx?GNPXW~*0<5EvGh&09^c!858WEBM3e1%0gw?Pb_!);%uQ z9O?keBB{W4WIT3y9R@CgkMh=`%~w}}d+>A~IjZoPD2+t6p7mX5caIvmM{ltxAC=TY zD2GJ(HiP-m@pzFpsO9q}+yEic3^-lj4L(KqG{g~FpL}(YL_#!yCb}o9lOwjBDb87{_HaBGGQ*ny(I#nADX>=Yq?kL!4(wDw(sSytc5-;wK zqfmLhs<;yBnwO_tf#QDQ)Gd7gaRqb7;LzUwx%5%ehsPPu=xln^U*m@$O2qJ!%bDSYz*Go^YXy~(2TZN6U$1;$0>OhlZjkZSTNiRUEWt!D z$aHTAoBSduHrWC{ff=$;u>e_GwGF+@V!}qDhZsM25K#47GPJnvD8DK*b06`N<|9AE z7(={^s@&Phma zZ-5zCkEm$OX(?WN@rR>Q^)&ZgKUJwTD~oJ4TzLB8ORllUFV)%Zl$5zlG@I*$cuNaD zisB(!{`{0~^&rrSe*6z;5HSdQ2AXNba%(XQPKD0bfws@G_n`L=l8<>ep{qrI0_6nJ zMa;iv)%kh!zK{191Ea4{7|w6$2N7>*OYh#EX$&VJWTh1KC`YhLUyZxd+js9G8D&D_ zg1rkFS$FE-h^8z?61ZVP3>@S(I0SCpIh5R%D(t?M`Cs_TH-p8Vt5W?A4)k!eV7%0B z&kIe0X;aAH6;v%=3xM=i{22I5*RH-dA2Y*6f@^+(#H{ z;&I)<-^<%N4MnTf;Hi5y;yItEdAOM&w~L5~Q2(TJ#|gjU_A@!U6Tp8=7F{1p9i}m5 zMQ|Fj=I#Dcq}mhzf_>!Nr^pSIQPRA7C7j?uqh2ZeAtCCQxs9{Rx_CwF@#kf+Mi@@! zA$je_(MoYF96x@OSfCkqBj9(xdsIiML#Nd3jKy@+b zD)j1huF4jWEiI*$uH8~?STS)HPa|?9cr8%qzzXpt^j*)MFEovtZ8f!mC#y|Xz?cMv zvgD)X_bhVI9(0~_(b|YBpFJQ99Q}VN{a#1()pe zO{pa;I_FpPX(VXTndY$AwrCCoaM}C4#zDw69s6S2SD?*Pf_(o>YdaUBG+YT4w4xPI z68b7!GSo-Y-X(VDn=YuB@ewlQ7I4D(PAtd8CW!Yc0vC~@Q*5=gwwo4Pr3Gi5G>ya| z`{3Xp{MIwrg~GO-uqq|Apjt1$PSP%oUva&@1G1uB$(fs6p2nu{U=9}D1CmQv$2WzY zpOuOiKlvswXiEd(-xz2P{{`{7uYD^MApt#19pr73JyH*iFPuJius0|C7!R{dBcdR4 z1R1w*2=&Fyr6lO?=v_!N=+h{F)*Bv|U<8W_VA33jEwQvdC%x8E6vSR-ca1N&B84PP zwm_Lb2FtgD64|J~CES3y$O0FggF3c*q?44ZT52lCcb6VK;HNJ@jRGa)1H>%az{2Wq zXoj`Y0!O;D;QYCH(ps8SkRr)|xXiA&;jk;K_bEKO9ZpY%uYOUzVfWL> zgV4Wveh=(ee*0|PhM&P?iJx;#*bu5@cMOr#ADy|*}})oeU+%c$^kJHrU^YrI)^zwk=|$njfe z&`#Jd2B{b&PJeBb43w{OCJ>#W7BeG)+}c=W&Ipr+ zwkQOsHC8zn{cg{3hJtv_iVLbM2g@Y*4z5m=Mr54RuOD*>KY5t2Fk!cA*`R`cy@w&e z!E}SeuIOhCAGTDM-*jdoyeK&(m21MZw|2Zwn-1z|{0e*pmPyyM6Zf*5&kx>SMb`S} zF(;5%$Gx64Tv)6YxTwTo6O7cPR%ent9| z*M|GKU(YU_PeK^m+)8nM3^XM!mDR5S00Gk!G_cgN(%`l~wA9mwhM zPdpT~9Yszb^V-jY9+hQ3RfmKvm}0c8e}7sUI`vl(JIsUw=$a>mijAIITb;IZiPu-m zw*9_)`*>Hfg|h~YkAKSMFV;}ons4J?;Q7&3o#fN{1I`=ONfA)iM_&H9dj9wpD@RH} z?znn&$v}s;mg9p5?MuVtx(;p`t8e4E7yfqXd3i{%bJ7xuy-GcQ9rRG4YJ5oHrwBEZ ziY8Bi3Lf`oIIhr-)(F;XBSp{r{d@H|1NH?5T09G2nzZ=G&k&Inq|9hImdNz25P;V_ zVZT`htMbQi5ZDvi((30)tmL#8Uc=!iL$SkI(tkN7a5(Cp#)6r1aiUpwFX`663%3QO>8)YD0sY_aArt z(!X?cSmHyn)JhqxVerZQ8~!UNVxDOHW0uyR2MUqm?8W7rj)mhIf2iYq+`cG^-&4EF z#J@+{;Dz>d3_wUagcHRNM><7!dbj4=hw} z4_pt2O{P-wgwjkoQ9x;x8&+~{?Q3F@P2Z^$K^7KiMD#!ob&Bi`Xm}F`z*(rdQ(cAG znUvU8skOwGq0@857oJ;$X}2#lH9ZKN?3a|k-o+}KOu;In%u<|rQg^6wxES5 zKDzk)L=ki4z1hbwqebz6hCjI<_s#PjZyJoe%nbWjU*0x;BZb6d*Rt^NxkS?aYUE4dC0mq*)F$N3pkBh_rDn~qw z`O0@0g0VAy=O$8aD8#*~8Oey+Ia@vUt&Qp5dG<(~J?0kEKJoc)&MUht^G`n!oKD$L zc=)hV43t&W@VhGabdzqHJG_5vc05A8)mk*mK^rOT`0r~?`M)O=2FG%i>bY5*qF?B8 z7tp3Sjklf9evQ%M)$ay4c2ZYGJPY(gCd_x28q97A+Hryos!WwQ1dfC|fEhD{&Z@t{ zmFB`&`o|~QRm&l7X%l2yM}!J1#j)4Ae$pijNN986%UM?$aH+Y8xv=(KsC{;U?5On- z^ShRL|8xE>$)mx>WZRWi${8OeJ_44z%ZZ0u-&giqa^D8e9>i};3dsZ{Uy#{SXl3x5 za?;~`>20a=IbY=S@_Et0@b>dNTZ46$jxr;ZaHa?!=Q{@@j$V#l-MZuIYHWa{&R;;( z(U4!3LxfE16fN{!f;uo*-){fDJF}>+z83Lce*jZMK#HnjCPyHycf{ZCR+d%p5CH9X zp`gYS;wzM7tWmM{;bWA85%d~9grh5g`O<^!@6MF}>?_rI{kiA5Tr*-aT%k)yao^gk zp_^D%C06~tX=`sZ%j)6NxqsrBhOcSV?`U5iaS5G^Mc4Ms%sa>)l!fJP>Z^0B+#hk> z^nk;c+=HM#l(pSqjh!K?mp}4hZUs{mB>3<#=EXl?#s^z&oS#f zyX9Z5*{Pu(L-lxhduE2&K;YvjOP14z%dHYEVwg;Vhsp$RaKw+>Ngru(|2*X?dG4d@ z#V)~ne%S5P!90Ki{*&lSEl~Bydv53YZ>0E~x%2%_hup?h8?vW73SU}$^tu?ldLynl zvh6trhE`ppWbIY^vJ`|v7EBZtIebmYwCF)%*MmSjJ8?dvpiR^LRN2MLwpWaMucrK| zJ;xy-05J3cKv5zMvogt!${^%{B7tz=?cAmDJ}|CwUW)XDwdd_#2f}Q&uF$yqqE7yp z!i^RV)~?>UHZs=kU$PZ_4|$yxOEB)UKPV;*bv8^_b=f`^8U=>3Mb@TL-CH`{_@F8g zO>&0T_q!B=Bl_Yi`3v=Q#`4dp^`2p6N6vpR2#f&}Ggt$@?Xs`i#Qm?JEWz*8^^t$Cl&YSO4hkLBs>hICY3s^ z+Y+a`h!3i;w0ZY?XdP94uFU4tdmX!TUV9>uKbOa3xb7wRX90JZqLEPdxv*>T4}CFq zcPD+G9Fs-i&_4xm7^sz0`3khl3>jj+$_%Ir5M~OCv$pNLNkfx7@7dIG&wa}@!Azep zF!@-7zSj^=Q8QJvU5mmZT@?@LBMMCxW(__Y=9(BCi0;nj{`Pk!@pqn)w^oepDCLLk z3w>paEiCRedSrPKmG5kXz2@?D|4(ag8CKOA?t4#=g%c!Iq@*O2Zb76G=?)bMkx*0= zK@gCV6j3@w=`QJRgKiN~LZrL9-urRw{qDW5bFOop563U81vAE+V~ppy8Eqe zH~lAVB?GUdVuC4dYp8|JIqkR1M#q=LCj-wY%4wrV0X4!4@Aq7=8WG>v_jS}T#nFe1 zwrI-%s&Ks!?jW1HZiXgPzx>r;OW#tbO@~25#V|4Hvb(*zcJxqPo6F=eb$@z5_3^yG z6?b;C{ntYaVODJuTMnBk_J{7i&S|N4GiBHA){zLz`T0;kkUfE?Y$#jplJA;Elw%td z-W=z)ojB$5F=RgAa>x}ww{XpL&`;MZS9P_A@8siZi;qS$9bt~XLnbBIkpPW>wI60d zEga#GO?eZ7CYYfHU~T!#hbCO6wsM*E0+ zoo>gdQ5J=Z$?1veYw`lIWG@F`8w~E^i^NAhi&&8YD6sv(OE=?D+$OCJl?sXnJG|`3 z5p(*)Cc*kdjZ#30TYqop#e0|iE2ubW9geNHXmA}$mnI(DvA^Sv*X_D(P$++`E#}91 z;nruKir|JG=w*%?s*7HXRd?Zu)o@{ww>9LZ9Pd=>Y&Jw;#^WQGd%_|_&WztIlAH^& zsNI&H{MIt~DFotepi9z^_syoObyOx{c-k~d0RD&{@}8gD#-jUA z({}L&sF9g7$9x@~{LBWiPI#-EpT)}6IWhxZ-%*V z^$f}|WE-Fp?CO@YBd&2!4g!YfI&!su`a%!o6p>HUg#9!}rCrZsepK{j{DNv7 z<~Ne=D1k})ZTi@o5e>%bMz(fv@C-sLq{4ALWl182LPwXS$uzqQ*P|}#?RR!Z>GxnC z!Po?VB+a=-0;pz32kRQUkl0v2r*RF4CT+q4hRi4mpP?optsi^D7XWER{iw5vsX-%B zu^>9oEd!|VyBAa?oRp=zMvAea&jL}*ff?jC$gS(NR55K1R3Yg4FAET2Y>dmaNGk(z zF)KkxB>?`=&r4Wuj}!OEFF2V|<3SpV!SK6k^O)3fIW%2V04EM)n3%`*e?Aj9t+iaV z0PqG9u*178g9uBs45_ZwZ-72VX!+`ktsDS$w7+=|K36{?21!Gtc4D-d5t@4dCT)yp z59~|5)w~=W%E-WroNmzYM1nnZ2=x?G(ib-P6Gp_m0gBZ3xv422EZ>jJhLHw5Sm_S5 zYOfFBWBs6vr+Fy^LIQAkfwZ{vzqPluE1y{roH`{KRZK)Jz_Q9e!h^bwS!U4Wy#UOr zN(52TF1Il)sxEX~{WB#D4(RBm-Npae*j9lK@nmY0aVW^FQk+ylSVDdJV^F`@#*Y_E z6$(dC03oWq+W9q9tNv7D0z*O2%Il$CL*L0{%pDWpJB2~7*>VTAqIXIFZ_*ha0hE$% zS&8+p@7@K7p##d`RKQaqM{*2k-oeaz3fPoP5`Bh z9ah8$xaj%~;g*bCpdx;4{j)d({!_{SG;0bXVl9sXcgzBHthYAaePR)IJ8*1yZCvB* z{{hL4WImofO@vc#EMx;R6$P5hkM8q8{2moR`SIY?FoaM_&}DXUehbi**t}RUP4H1% z4ML9O6Qtsd8WNk~#UL`*V?O8VM(l-}8lX#w`Sq-J)VgfgvN1(6U7st=8EP%6Gkwbs zp@_id%|ZM@?6fSW4^(uvXR9|i`?4d`&TS zpNWdWhy7)K5!Luq-wCzgl>z%|gzKM8C<6O%8CTzYeU6(0-F$x*p`?XW;V}FmiDk?qkO8-cKO3}amClfxt~-DjHAXO< zpnxW!A8H64+fN~ZN5H)l2;%NO2OCVHsU~fk;iah@o|`u3WI?`|{CK#MO_5GC_#i47 zycB!`fVtDjvPgtnU9e371Pq*D9tZ_nN={Pa_R__AP%BMQ#LRqs7gcufZ>q-98 z7~bCmd4KH7b($R{F)G>+p1k91w3pTOQBS!lIg{vjJs;Ma@LdP!%KG@y#uTDl<^_2mZ>782hf|);j;fS z6y&K07ul*_pBa%eVxs{T-;~+2-K@)Ku#JV1>n0;eph8ix|IeR4s-L1bd#3n)7R%HA7;@WR%#5^w zbpd<@#uESf3V=rymTD#-+jI-;ge$Lu_My(yM;Bm93FoH)QpsNVi)P&eaP(&+s zV&)R@lV@jr@y&-H-iPyEPSY<_@0M{6SNiMy^>ArDTtVe~N3$5GTzaSuaSluGpr)02 z;?MJzTML86+v84=AL69kN9OJBi)ch#)QIDv3nQ=OU4g_glJ-e;kN2J2M-L*t6%lR1 zl^OX#-#CFU?zXmfh zZ-1QPRUlH_u+^b5AG~k7z)Zx=#q^Iyck(_#*iygBZ0wWT5b)6aSXk{VI1S|}`^xc4 zAhO{ABf%E1bR3Mn#%x5VZ12K}x4NN6?EX_tH>%qCtHpgET?Nzo5#I!3yJ4ZWp%d|u z@#ZO8W>tO7nt~w{dlr+D9`mNGfD~Ns;jr+;@VwtcYhdcW%ZIDaBcXoxF2?PrBik%j zBP?byH7;UPOtb4V0|rjtEU&@}rbZzOWszvnUwoX!r;*)NCF3tC%iNQxO%bQw8CXpr zpjKhji&9@)+65?CD+E>@;tg?^Z`1Qb%YYoQ9io=DnYv zmt>3BJKq09jeR+zIH~_Qm*nSzmJGEia^KcMtt@Y=|RXJ4x<5;MJb>$oinx5UTZynP@NQ_9w>Q zx(mE`nByMlbW`@!l(Jbf-9%X*)e?2NelT^Rnz^N76~4p=_8r7f1BsQkM3k>g$&2mB zc1kL+imE*Toh~yn)L2O;tEkymq~U)9ksOa6l`bd~qfnh41WKsZciD`uI3P1F9)Gmh z_j?sNg>38%EP?lt3{|mKL@=SLuNG^yfF~11-iNGNbPH57vh@3>a4^m1!HpU;m(cOU zoIWuy9!t^Axz;(H@MQ%x`CwqK@IP*N{+XD%i&I5FXkvRkX-y3PH0uxc=Y_W2) zVPn10Eq)e8T+Dlm3T7M~P{9P|4bo~$T-e*@W&!p(^!?k)02F5BL@ zKIvDC=o!A!_jSOvL)G{@LW}O%xh(Ik-?{9>Oyppt24y~Ghx|YO6YHdVa_qZBvMzy~ zg26a97Vu@+@k8M0Z5+wbeHK^gQ{pr(#)I?37$Qo7G7yz8TB3O4&D$c?poMV}Oy8lf8p$odYZ+4G zw<(G9n~*^BHq^AilA0^SQX5fI8(xd23_H$mnEBBS-EzamN!dnLWh zOk}T15JHc3QN0&fkbOPyjQ6cikvv$Da{@&Kx~2==kKO#=6mMB4h|SP8-uVgv0`JzD zKgx;0hdvn04P9)k@WV(BqAWjpXGOqJvLK!Vi1qv7Vb`-1A=c?CBm zr@}JRh9g*|EMNmelIX!|r=nf(kAw<&MQu8zZ(3Fey6|BubM37(LNM{edINlG(hx>Alu^Pxf7|hfC&>jSwIeq%{1azJY z?=;{RsTPBr6^YF84-K(i)N=OSB1l+@G56)<@TT8gpN;~3MRR+MAZmoHHJ;*C1PMi| z=_lV=5b>+_Wg&HG`}Dv?B1a*Ox zKc>qB^SzR0Bx=0zjLt`-9ZVbL0%TcG42+$J{w3aqJ=QY@kq*EtBR+uN2rFub;k?J5 zbOOgKX*)yv;9K4}3K8(TMJUEk-XKFPS`QTj`;YENYkm#W~BMC{E4fuCF5cr454}x`3_*!JX9LZ4L zfaeEFM|9Ui6VN?;beb?0x>vIm7)+rr zA(KZv7#0G*YHMS#*6?i;@1Mk}uYgw}dj}b)ykP<0Bp82-;mO^cb#W=~Psez}Uf@v= z2Bo~~eAn_<*YV9sUXtZ|aDs0_n(tchiXgr@JuH;RAfFD#g%xT6eD?KqU@+^Ix#V59 zD)^5%7&fp1ATzVMn&pGJ1D!uG4B2;6P$`qT!)>|s-__Col|CZsBjQpa;U!XAB90W8 zDSM%)4(r<P;5_sh#e7zSGcqvoGW(ajpk~iN`yo8sN{9h7ic9Ys_!|Ld* zxC1Z?BfB99FV8PoNoiLKc| z5Bw=XpSSLC>$d-!gNu!T4VQ)nvV_wg|BLN*tf?OpP4l67gG3GNfWE3Ygy1$9%>-OK21V{WJ1v>LxC<90<2d{%ZLX9+wFQeGN z5vgv#0-M>$S^_&0wWLdVIQQ-EcvazgHNYv4#zcLCiiJg^H^FHLBq5(MEyQd?(ErXN z0T%bv^O7#2gHK^C6&gSp>s=~cBhZHZ*oqU{AEvi06g1)gscp6zaCO@^vbsG*9F#QGAh?10}>Dnt#>2CC*E7GGaTW3 zeB(-lgXHE{yM0K!i=H9W6NuG3$dDDiZ?TVd@hi2W!P~yn1o}!stLs-%V?QzxV9@rRT=b=a-xf%@s_ILB|uh==ex-RNwLHz;pMikO9uAeui zOG#{(g5_QMyU&-eN`X>ccoR;!8_4O>2FQl?wJs#o+1p-zGIjRBBp;B?hEL6anPL2b zc*6pec|?K+c+$nr-Gw5wHV~@XYA=?-qAgQ@B;(D|$mscYic$LOY;U{t4cw2{{MzQ@ zY9K?A2LDgHD7Ho%=uiGZEg!CyWuBgMk=CHv=r*$-^3gv9nQ$-_c9Y5;dh;JYzJO4} zF4vAMtQIKmPX#OA;5MH}mazI$UA8^pW_0k8@8#KlO%#dy6&4uWO->OPLNVg_cw79r zB|ID#!YWt^v9PIl2*NV;!;s;MEldAGW6BEx9Wf{Z6%xj0-7d?kfQ+nUz)ZYs-nK8i z34s3%LRG7iR3gk|7cSYd#8VLdfZUgH2X+!WR5O_pvxw57!^UqMr4*CDxtQVPnLPKS zAlci`uMHvv9pd;pP{+;MW~u021%8|33utalWM$`t0!c82-|TwUK(Fg-<$F|~(pbFr z%;5ELthi*l!T^gyJAxa^2IwC>%keIga0Wzt5weWApsIuUwiTu?AuX95V#80Lf7$0( zJJ9zNCN8nU>ge>x6|_%?CiL#*7E;$5*1B9-m2{<(hyo~r3Y3T5EtG8RiU%ptupnd+ z&5!%f`=DyFH+hJ)7m9$3Ohy5Vw;<1H1qC{lgCcyse-*OEj${8IRGn38(uZqki6*8I z;4d;j;N(+A?JYR98mfG^i!9$R{47xcVU+oj#+CO+ zu;QSiTufdnzy+d^=Srxjhcyw2WWk`8w&w;_So#>C#Kk^kO9h5+l7 z`_Vc>3=F6k2u{lbsmiS?hujTN3BxUIo@GxXxxYDo5pvs5DD=J<4$Bw@a>s_&`b}ad zv2SkBxSZMo8dsXw^{ALR@lWK;*A?MTMs-9)G>i_e1TSR;*!K>P=zX*D@w(it&7(;$ z!}he{BoiO`sMt(RYM@_nG`s5f>p9ONC6z!2bZAlFUC)P^Td-Fc8fZvD|;GGIISP2q(@%v)TRu`FT zG`!68>BOIDpX2(;w*CAu*NLjK@Qac=S`PH0k(1N*u?t!uYom|pCVnbgn6LE`ug%P` z+a5f6GtqvIHTQvDIFr$@)|gY2lOZ47!sXI4R~n50YRmX(ek){VMKPw@-M_lb`WFi zy6nqj4sQ}ep1Gj8I|Yw+C&ztB+foiyCITeZt0md)UAs(eu&?ePh3DijJbgOqPF?(| zEU)HEvWz+URnqS4vFW+(yYp68&g^%Mn({s~=H9j9IAQ*Zd7CUvVVgV)=%=j(W=FXb zhdb-e)Z2&JyHD!W-CT{+tJ1#+pN=DA(+G+g6DHy~EcxOm7}YwodDTKOYTnB&P}(3a zw@1#B-Y~|JN_Tpkr`2x0NoAz@eQ%AbU;%9-qd+BZFdsIXqSIJ`W4h{=+fOMzej-@0 z2mX(5oMlCN-yLGv1@mk2(*joH``^lQwfJxhfh-|jxd)#5y zDO6Ni4xGGf-E4T=bx*cUa&hRbM~1FeO&hNkME&7yJ9g-Zysa$4zfZjA$@hwr39m6Q zYpP1^a@_k%)4a!ml%&#A6+B28+G+@j;T|s9O%ZDjLHkaziW2#`#CJRC1*+QI*%49W zASl|CIO!^Oq}nbYQ{o)^tS(LejyhShN361NXgoBkfP#s)s(2#bUOvK4GRmRVk~lD2hMKKZL>80*>98Ll;L z!?Ef~QI72F=jJ%a&NA~&QYnEkDW=Ab`%lRC*8Wb`Dry4!wRni zytBD4oaLqXdc{vOJ44l|P+Z~7|O8wLi5yuFXfmiLu6FPCYb^cM9eDmz*}*~oa7i7fFF7nkfGpTG`} zI>^_LKnP&zKLh;H3IB_6!Jw<>l50xuFKOws5K8T3C2S4}dvkrof_^MSa5}|pGn87a z_EE@z?GDj0Zw`a3`$n%7`-dVM5GaHd<>wTZizxyq4VUpfrc#QyA$jMsleurn{(z)SmF@$hwOisMUh$s1>% zSQ)CM<(3@p&qs%xAu-^Y>*C9>WH96wiFh<&7ZxpWB|vd zX>+DZRjSL<_kYh22@>~5&^|7g0q+P4bPK{DH_&Z-mSBYGugD4y=g^XNyY)q?x>nS6 zEUEoxzM8YqKz(}CsAgT|`$`*`?+fE{+&Ss{n9b$zbMg;%Hg>MImW1Adwz29EYXPol zw<}IC88-c=+uX@az26Q5&ztUwFeX4^ZQpqZsF4=X59tN)5L$$<;W?U^d@1y?_@QGo zk^5vyX~E)q>HeHog-YsTzuv^wx!L9UM>i{qi7HDLK0ot~@+W_isj2jfv!SiBb3 zN%s5JdSmIe>B>9Lh{*tn8}wS_uON7Mb{Us($Z~lwp7rw4n_{jbcknp`oZofV1bYzB zxOJwW7lS)6*4p*s_AkAuDKxlMQC2*YwiF>Rv!x=&qdcpQBN%5?@ubR)JU_QI zdU>VF`wvWfEo5l>dSrXKeQVZ=+(y7sXH9l3-xtPUyhTW3E@?^Tu~xpT~VV&*K&@Usi`Y2 z%5X4=RU_~b5c#jiqgp)lc&u(oA~!{EdYOi_Arw@{KbL_=D zUGDtUTfOJy=Ds96c%J^>PBY@kc?i^Hp>x93O#Hh5f{}NZ;d+6RJ&+<9GJ9z1!g}7hFGr=D5U(%W0-hA_b>Cq>geqiX~ z`T+REh9mS9u_ia(?^BI;Y{-G$@>m+TfL!FpsSkyZgv@DMHR+0lJ@2gi#g>nCZkU?s zp2A^~ry>IIBBtJ2k?!*3)B`5ZH**Qre1z^vSwkw*D;~)Eygyx7nd2VD>I&I_tYu z*b}_SN0Wqw%^KbilX>N;k!UcjER!dI&`YJsh{WNyw_nw86)xYo1BE=?P8`~jeZ)C#y*oZYIRH1JNOLW@XOO*X=VGxb8meEQ*PRak+#i zODxlU6}`~bHG}4){2!tPQ2UbAyQB|AG2lPKb45Zu876kt-+T^lVRoQsP2|&!d~1B^ z+>=dqQ9@I`;=cz*ml$*U5e;F4k(cQuKiT>vte3Yms7@#d8sz(B;q?+f-OtcFIZTgF z;AxX|?#h<`F!vkwhnwse8*J~(wk)4SDndCpWrcz0!hDIsvUZuQY$BbWS`TxRQ&Nr}32&u&w(U>gIm zZk;>JGQoH`3KwivPxopP`f$TU~b;4jwR%b`?u|BnCgBgO}vi1;=Rb5!X!5p;I#vd4cRo^FEq$ec*iLT8Ray+?H zFG(?EsxEV7)K~RR;fUC3!w3CInMjJc1FdA*Lb*%Db`ilA$%$=CaID^N9#GAN*(G z1}y$jAx1Ta?jcccDHv4sV_rw{krDSbY(WojH}3$2_|OkMixbxrTOe@uXMr-dTo_)f z$QOQFU$^7Ua2JbKf%`NWB*x^X-A3r*OyM>>4~8ziH2?uA0jwuMfOPxV&cwdhkv0YY;>H5*)w?0h-fz~y)ww}kVOW!B5&!PFv3K-Y_FF@UTUXG!X3VdsXTK`SrFf^ z`uw#?F|XNETUf(v(Dkt&h~ozh@8QcpFF>-s=E4PKm7{7e7KJVKP#devZ+QbMEY%*5 zhRU@Tu1N_l4ckh;o1S0Vo;H5=ASpcCSfFjx?z-ev#H#>!|J_>XnUoVe1G7jW>IRnz zF+#mc2c|B?&HX^ih{tt@4re$J6cNf(kw|6+118y#(*Z?~#wH*Cn>OfMhL#-C27yN@ z6iS6L(bAb{Om*iBVXlq4*fFOY-1MR}GAs2|+to9aY$HvDJ!i3Ak=_lz+BQOIoE|h+ ze@eC(80-&aJU%);wsR!O{O~bXTzi&%_wMMu!mWvANhw|#K5JM4wL3Guf#0(2Sq~!ZBbGO(4673=anf$7(s$$YTkO zAQ&X@HF&EFokD@Jr=MSuBS@<mU!_E!Oy9UE!^bHze4z|K&d z+1uEE2R5M0Yk#5azcZ)#VFH9yT|i<>0YzhYv1*P~%26KK(r~fKJMWU?X<=K7r~ykU z-rJ=NAsVA`%nf(-E^XY1(2Vj9bSV!IU;BP-uyEVvT@YuqNV>~f`{LT-knq}KwY`5C z5CVQC$tp4uIa56{S-5Uxkm2uA^E~+T=hT|_Rl0%MDGD)Blf!gRnn%{F@^-4d8zx{; z(B>iMHr}8lxVoRH*k0yeHt@LQ21}s;h3qM*tMi~5YKF7hikAn)Th@_n@Xa)XH$4?} z7QhD&H*d1a@AJrbX#=t(7{VaG4C_h+hyYvRUJcd56;?#tYDky&4en=~yq7^B9w&+a{x z8guUORt$Ucfu$+!{^I!VpPy= z9rW&o>O1RTt#lXve^Y0v$e>OPsI!zy6|_DjELo{iF{_5PlN?+gVV|TjsYg{moIBFwf&L{P!N^Bzv#YUN=R>`k)Ky~lBEq<7eO$A=9L_Y){TBX* zrfrncp|vNV_Mgbji_?mm;w354x-uWPt0b_eF*rMHhHDdZthPs|vNiCGXGZFQ7tXfC zs|o@xcYVixaO3ws1!AM6dxCER0Bv@ksrLRV`4bg^3fEK^yE@}b1EtxAT@2^x35yI^ z9~l%?a~YQ1zRUA<&!s)b;&zJDBH=A(qw-`is+qu~lJ))w?sV5tcN?aooCUF}>v^rW zFZR1WCPo1TH3h{jy~f51*Y4ghaOGIJ3vCO_-L%V(t>E1MSww|1y{oB4s(>h6A_!NG z^2Z+s_~|1ZYWI)efCcGEQg&7p8_OtfxpSw>uH~nDw!goHxIf$;T%* zw0Y&+g{SUml~1PQZu-A2o#u`1Y>L0Ue~7zUef9a*lwBv`=zaEMkj_%0L<)_QY>9M? zlZc%dt$BZ?hCZHiKbrXr?}j=8A0Rw?>9CBnvVpR;CF<&ntY2Wz zu*$PPEEAzn5qNm1C~sq=@p;dfyuiWHoW_fhW)~bOk@P>)BKeN)Cjzzyf-W2nOa38$ z;S^vPxPBP*tl{*J;}O;~oOkubo-e((B1|5Zw)ggNpq0PRNVdnAJDTI@cE+qsU0=On zpH{TG?B$nz+MCsN|M??AKcfAC)X~g>J!3&Z0WfAs`$}}06kI@LkV!vIy`KQKYF=o* zZPIW=bn>e@y{8|4TNn6L5NT&%hTX>N3h1n~LDJ6x(yo%(q0A50b9Xd zSs`8)1=9J|Qs_$J|Lp+$ePTG2g}(`f_Gq1fc1k1|5z}{XemG8lb~&MpV;o$N?K1>j zKVEYJ-D3*|_m~5D6wwIb9rF><2&p-ALiVA5)xo#3F_R-B{PgbJl-U0q#!AqwpXh;8#HPDa>vLQ&8?AJiA1S@GhkJ=OUeh8LjTChUoirjIQvnvq#4?#K9c@p=54~;4uYSdlmgw%-X!@` zg3oQBLuz?FDemMEc_efI4p#~>R3eYx!^CQl;iehV8?cpmIsmc&5>0mpkRsM1b@L6E z&SJ@jz=gbtcClNfk75YoXjY1o(mSkrW1k{644SWjrU|570I`+^l7@$J^Q&=ySr3t? zE92%?X%vA#e&6$nf!zFXbHPhU$^Zl>`R_IMe=!c6?*!U*5XKGw?j6NhK%Et&G#`eZ z9c(`Aw%{362D^~z{%;rttpr6X3%FNpw-#{%uO6MeoLSE+qJla1f0STzekTHi`_gMlPq@!ftDXQ z&O@jD65LJsXF2uTU1kE_yeVEd|KSfr@e!aRR0g8XByhKx$oBZjmPTrR9Som3?j`LK zqcXVhP&JxQrV>123r8?kTM_OFuB%e%&^?Y%L3sqwzXq$G^JWJM$ef5j3S9>+A=`%4 z&iW6KWPzArh=~89%?T@JGRv24`D|qPBM4*(U2RMMHl648gzHle%vV@cCJ%u|MciF+bv#n00At?b&reik~CN+SJ3E z{5t=GJ)Dq2Xb!e{Q+DkW{y2=Hs(hriZT&Ax{3)@~(}_V}TVQ&?$Py+M_uZ)gSTFuL zF!a!b86AtWeh*U_@=6+T4(7q$5e&=8J4-=lnWHEIW@XnE}38nz6I8gNkKP-+ojuU5VG!^_yZ~Pt@{dZC@%&oP0 z)0<{A@-AIsd&rLM)x6~6ouKp>qW*@Q9`~|h(wCRz`&i5ORIVIOrY*65OB0|eZF)=F z#2fzd8J`1g>1Deq)peO`*{JaV_P_I{(Egla=z?PYJHCwMi$X*XK2e*4GNk6-&$x%b zEv-V2OCAmO>K565%)Tty^PnD}-w)m~*1!trUneU2^@HfsMng0s*wV#siTN98pTXGo z`dk%d7?Z>eadOF?E}a~0n$P5$!g)#Yll%~{b-ILgy7S}wR71TX9KbuhIV++EE- zL0}{cs@*eaDEYz`XxC!5OF@Sj`60HiBTnL1brYrX!uYV5kHw@yDd2~7+Q zd-ouEiFViLLr?u!r>CzmUw^~5Yz2t5TuBOr9k{DI?g<=Tb%aHf02%^nKj2+u;ePDc zH>`6zL<4MYy1w(U)?)JJM&3wE|BR!lJ?Mz=88!YkiA$_8@admR;Hl^%q!dtZa)2Rp zN|GQ;&(`>2|Fi4~FVK?Sz6V}JB+Q9GH%W>eU5#+W>QEX5)y~N_`NMl4G)nW#EpmY9 z^6}T?`(7+Ym&Ken?iYpYX8XcES+J*z^Xmdxqr)@fV7KPJ7}Y(Q30VCK_rlMsMUBr% zo6yAzSpO8t*0{(r>lX~lj#luY-1*Av$b-zSr`;RIDi%Td0h5a8n)-;8qQ;oUpADAx z#*YCq0)XX$Q*u!u7v`TWmv(;dXUuzXIYjtBM&7x-?cwi@iuYpD7Ef$x4LH*xIAEcQ|v9E z6I<4Em#jI|{$v+>QS`$4hQ#+C>}wdhqgCy=`gxUo#IaO%6jI&6sRP9!M|2;eN2{x4RMrNDRUBOz=zT$8!X?!WPrs^-&+Um@tDlWJ7Kf zfC}xWhoDUKZgR3&oNh|uUgvqi(CgEs!az~uV(RD1%N9ZVI2x4=8*#Lyz@FQ@BA)q& zqYnvn&D~um_XcH}(q_6=06$_5-@z1RBAmx4cpC%PERafK1J>;ZDq0Z{@~ASpV3F9{i&p)jjh>?IaNuBh0EP-4nw32(o_zG#a{N zw50Mt<+!%{&=Upd1nkc7`sE?QXji*f8{U~2>tx;&-TE; zEfzG`HvlGVG>Zg{NYGA{{RdH#;Ol9D+RR`<2d1d!nu`kPyP3zlcwPDiKwL z0Ail!WMVtr$&IiehJ*1~z96`A6C=$ASSm$$19O;T_t%|;a+@>WFocj3 zO_V2i1QM2Du*Eb($~6IeKWu@f?0K%89`| z1|ud0>j{Ea5q=^L;%8{JxV5yq(Wh|{3~_A&3J@{Ljsx@So#Q?bW)QC!2HkX-_wy6q zg~(GtMe%T~{^bcvrF5QsxDH(k`7)kaO@qERcIO_koq^W3$qz~}bw)ayLXEf<@kvH&NdID5Li_`Y0(^xAtrskmgYfX_1BC_?0tIs*(|Bq3Pit~vW41gpZ9gz8ITAnf}hf&vIKp*$QE`p0rKW4XDHfA zGK>!fq$i)(?sf8wt8p3eOj&AJFC|?DYM7FJY@lN|8?V@W*X=tSP1~W=U>;4oo#{Yd z^KAAs0KhRTCt%IGDV^zIeV9=5><gjGX?npW{z z|7UT_o4|0yKc&V$2KVDd`sAQ~ix?WrCcjv-k%H#^6OrIFerHxgE$*04@ThWI{T_qE z@`w>a_oL|%V3%p0=NJ2$1gQ~QwAC3}I_;0cYW8tSJmc^AOl1rCsrT+l@Dc;-Uzfk= zn#zr?%DT>2)X0I= zZ4&Yp;baD==UYte&-UuLx;{Y!%EsT2=s)5J{n;(ApmiVH_dAo~b4n#p*ec!OUh5U| z=m}Ud`qnfG1BESFe9Bydtp4JwEVR31J|(*4ez+mb^6*v7WaMoZHy*eOOY`xJqWt!y?LXh0acSci9AH8FzULGp Q(Ay}6b=mnib;2aNTW1Jr$IMJiGb2A-OT>p z_c!mXS!@0t*Ya}j<(%`a=h^#H`@BOMNAUao zN%$dvex!%ibhbi!n7de_l+Dpk9h}h)wvXxDEnQq~ot?PY1lYJ)>1@#Gr>=tR?2iBY z0ybwCYj&E5-!||ecu(c@T~R1uD8$tqb5TQd z5u(W{(lObX?&`vM*DKoNcGp7uiSWT|2Ka*q2S+u#wib$FApaJ?g9{gkLd~dSOCmqF z?qkv;KRvGn5+gr_-;3iSKWQG(VIx1oZxds}j{sQ`T;%=Dng9R4-DQ4lyj-Kf+wI-^ z_fe@r9`C0Z7#S5(1>NqNHu{!5KlA>idKrZ>q$9=*plu7Mjn_5x(@x@ZX3JKL=gr8K ze1-2aqOIEzK`%A8G?4knZL@wS%wfFj(MH38Nxoj`$1!71&+4m`+;V^Z{>0lYlk+L7qfIT=Cn~c&Hh*vT@J(kKbW+~9 zVa4`Ix43s#c%yztWvBX6aigH@;zbvGQv#j#XT68ZW2KqXZ6Q>Ay}}-`%-Y@Qi@mA# z1@A07Vh98Ij{zl_pyKiP9%MSNim07>+iN=#B zPqrOdbUw>HKmGT&Et-(=`y-SpK65(5|Kfb1dVhV=`Y@r?qKz?qQkK>)<{Ax+Q*VRKz{ifo!g%X6uOGtC zw`N)v`i`qB!YM?&(Y1?xJtt9vCFWndEt0rxqcW$dQK+g6NnF%zmxXQ${aSSXQO&cz zKgulH2$v_TikH*!l`Sg@vaYigKAw-G`4r1ii27nP(5lr_(do7|BT+7#rD3FnzZOYIEtt?Iyf>`rvNl$#)t8)nz>v*SRNZRCZrW(1k|vy(IZcZ~>6QvcVg^uu zHmqW+Da#ruXnl3%p6*t~c1+o0x6OtFM%XqBOGkaFLh)LacG|AKU2zYhds76W3;!0? zZ3wz{H(i`tdn(;!l1n~K zgYUz`RiBIPZVxK5XZv)+V~P5dkpBGGHf=gShVT}D#OXxS*}h>>8Wsx0_W`--Ikj_{ zvCLE9`+K9N$t#h+tNc#fmq$Lu*IdA{i|haWpc0_5%sAPIp-C>oPoS8}&E4OaN?sow ze9crV+gruX`M|FTcJ;`qZyU9ToXXmClPM`FX?I_(DZ5ab*Fqw?>XEec-A!XwwGRQp z=ZAlnX*9FsNXo_3vZsg=;ifSZvf8z&XOGCCQ1wWiy%0-ho9~-&$g=KBW4y_{E)6%{ zRN*BKL3cXb3;$${#qmnB7EISd0(-W)wK4}@6mYI#& z8BEI>8U$|hUGeeuMKv-mlJNmKSGDyA+HAhw@<&q?4Ki}nqIt^OvaYUqd71ihUp|694))>qN~Mf&AA==F&a=ePZ54hjb?4-CJsPWD|KO#3IVcE++SF4a3V z?CE%|m9{ChsSspM)w*%T3W&%~CC3j4EM5H$g*K7naJ_0er?yX*r+)p*WYni8yS z=f`1W#EBZAlst3e*6Fd!L%GQ- zbFf^aKP5~&b6pwEUk>|ssd4)GNe}wBl0Nk?#oN7=k*=;ByUo`BE3 z!g+ zN(yFgWL}-_Snz?NdzQxv_e;;N?nXa<=nnAfbjT6)#jr>$u1j z%b%b1mnGl3e;Yno=t;JgVOy#!uFJ=f7FpPzbXL`VHH@(mE_$3-!){rnMjgA=ekVL( zt3c3wZRx;c`vKKR!^_%=L0!B(x6STQUdM?nd~Kcf)ssI$2R{o9-z?<9#M4?`>6v@VcF$emTd z_gFBoAX7HHQ)si^f{l{VP3wjGFC~f>6@SJW{d}5=^>bCIH9L$NeZ96dMt-r8?=25x zzFFR?ahehwuYQ)fyhdRMTZTJGHJP{PG$mev359YJe?^QML@y50Z`1niM(R`M`~RHX zt(D$gNOq2cmeU1T!{zLh@&~t^?PaBPy#kBt6)o?=GW)IW*H&=Nr}0wfZ~X~oPkR4x zLw{J|BMz35OH|2LQ#p%ALM|S@*5skxtSb+() zIh`(AU?GHpYYzHp6qR$mdWspeU@NUxY!65LUK>2Tglg{6UiFkbVo0kIW2U_-FHuEvL~6c;{d zQ;fN9zFhMkywx_Mz#Ta~+L=FIEslrPl9a>AWB-%8ORh3s3C_UsSM@V!<5Hhg$&im@ zC1YY6`S|EcqKMBI^y*LLICfJfHfI0xQWFweCis`*L=Bu`jk%>r!|y{PhsP=l0pbv|@(jtM2t$huyD4 zV%#li&a_-sA;O0H2sZE6iEzX#cRV z`z-SExeWCGY`%o|k*llxiSF$j|2A`RLQH)l>EcGf)Hj23qB@>Gq&vZrDe`g`>O8ku zB|9I*$DKW^8=4~bS*RF`eBGj)d>+NDjd?NPGs$azenGr3+bMnseXz5}bumlo4Pl2l zM>ee10qj-**M%o6#L%V~zjkK4ZYdxlP;xtAF`np1v$!{xns{Yr%g|G5Z;)Yb$Hys( zH&ZmK`f%;+CGUP14d;6J9_O>8bg$=UXJ@BG>CbDgg(oPL`($Dcm7ESPLVr_)M z`&3}|LD4OtQu|RhSK|sB^`?UpCoz{fxn|QkJtYiV-MSp#O0-*Z`eZ0CEkEn(g(w~M zs!2*=n=XsCq@AgnOyh-xaerTrqa+DV!@jwFUkB}7Mt@@_V*NXYZE00)NoD%FT2{vN{H)p|jGJYger^$~I+6v;yvAj|dv7pX@$B~|m7Hm|LTo^zQ{&sG z6a$4Xl}=n6*2JDMf9PAcx=5^(POHty)_R~XJk)l*J6+Xe^{0fWeznn`-Wm%p>HD8v z;?@Uc@sIniaph}mKfohWY@(#k&TC)MXdH7b`?u6aFC^C7RZoepS@ig6`S|4<@->*+ z+4Aq~KZ{;({s()m4!!)i$W49;n3?8OmCe9yufL&u-F+fH`&Y;8O|){de9?w{?{Kfg zn-5vxta&w_xf94@bN$DM5$ZJ~bCO+AX58{Ch6N>D~J$puUJYF1YoG zm*y<|mPp+rySOuh$J-}VmSptbKNd$PS>Efcy^}dF&Z^jfL07DD?^{RHXyd)nxH|ob z*arEJcQ`LJ2m>xJ5{sVg4&`L#ITxq*(hOU1ULj|T`Swj3!RfXf(d5VVZ&Xv`^2-+# zdN>*8yRtvcH|Ph?8DUD?;hQiqQl@d7GA+LX+ZF z-P1(u73a^?m>HA%MBe5^85hnoU$YDbgtEK`gzk#Y2Bf?_c|=O8s_?{Z;-W&B4sdP*){ zYVUGc_@2K0uudNmQs3_0#Fg?jR@rjczPN!AfJr=&=%IMr14Anr>1%98dInWa4-Te0 z(to)q?k9;qVGtJn#m#s0tOrMcOjWk2{?PI4hO4b!X}yu#Gwpn>`h;(3LicEUO&&Xi zt5%3MV>A*O=1ZAJISBBYe4#m!?7Z%9=X)ll+!JZ9cgp;1$@>HmcdT{vJ--BaEXUKE zTzz%C8BHaXA$HPxD~4oMG$!gOSn<`_GyYGE&hoX-YS!=qbC z*M$xe6gj*K1>g3|MR|_!C< z9Ka)4X><)$*7XTCLSaov>?Ag->JBj`O>_IZ=ABL#RuDp*KnU4Fv2SEz)|)V32dvQ% zx4N#C_!FZ7%v>kS)KM)Gbl9xoQWScD%=D;x7PR!lx8NP^4ErRQy)E$jt#EN%Rr8v> zlQ-AyxN6~Hpu`ohC7b7$IPg)w3rTAoY3aLU0-NEW0c~-i8Vu0pM6o43UmM2-52_(5 zlRJDqis+*PZt>&s`=~4#I&5O%kzi`lVwXSg=}(#AIDwDog6@r3*4#I{ha3PENc{BQ zxrAT{v@SX>PZts%_(jo_=CvM%-V?#u(Ls|In@Jt1O3mzo6fyCzLA5H|^ z#`A7p!+c5^7m67uK^OF?6mHQB(FveEVSowEAK=x$D;>r;DMWp%(VM@G0i)8Ho0~60 zC4PNF)HS3k_JGH3I3h3aK9gon$nM&>rcRO3^1;8!D(85Q-(IqU=q0-O&e&+*qiy+o zjqL7pP&<;A?WqM^q-lKC9_Aa>lzBa903zNt58IxCCORU5&bj{I>)}tjsvk2mv(d|g zE>HzJ0Zo@56?sZ!jod@g@!u3MpDI&te04dX{{fY;YkmDl?kqlt2GMX5Pfq^%9BjnG zTJD6uO4W56wX1WRO&4*_O=midCmTYpwxdPH1r|%56#{*8EOlg z!vDUJaoP>%p^FiYZTs_cqQgXme1Y~SMj)TD00Y_$of{a$PPbmN8da+)#N3ZuNk9q# z5J#mXZu$4uSs0(c<{x#$$!^(;ZciKxCi5Z5eFxzd*ME+WQgI z0;)}Ct=p;+@$l#=;G6l~<)MYsU13;vlCA3mmIdTOPxhGT0&riUW<&s##bijm=_KI$ zWyb80I9}sw?edmN#Jl1es~*RZXyNZE-<_Tu%G?ZA27&-0vC|SL9sDEf1`Ty58+AQ> zWQgMe46FpJd-<(cg;Wy2G_U$c+#utb2xk;bhC3?{G zcrm!{U03IWT_PSJP&0XdhJico+2z{M*T1*tyL#M!O!b&FRut8)FuSHkH;;Ufz;bP{ zR$aMB6FWc5)IT4Gr=``RVtZW^>+{C-6j49#?RCQ{C!P~*x9JbBdn(ZBnS+*vu(Pv~ zhd}@jLtF;b9?PO&a`ugbb5PxqR<%FrSi;^o%2zN<-4&6|lnFhhS*-H|=C>S{Z&+1i zYZRSoQ6D0XTTM)0NsJpLi3$*_RT>)Q8Ky1lKdOxY8D!6zbp4v(^Ha|q*LXH#jj1Y& zwy?RgH|K{=s$Oh00zbNzIPtL)Cl82P#cD$_#g{xACYOLOWy7gF-yCvE3Cx)iaI0AW z4$~c_LQORr9TRgG1SrMxa^5&5tvt1yzJq2gq68VP39kycy!?%wOPvV`H=Ejy_t|qC z%%YS3J3mx=g~HNzKOGdYO{qMIguWL^GFnfv5M-+Dekr2Fq7Oiq;*i=u@x{^phssqN zVg8Ynrmd}R^1F@4E1z=g^TI+8fuEMA_`QX?)#^4ThKqe8gBZ0|2(qR`KDO0Dtggw! zDH*qvmtilr2An&d|0txto@>)d_{BJ6liB zLlY=(pgIs6_ip@fYOi(RKEoEm4rZemNqi2%08f{UTZi@c_t$&c@l0cjWkM+_dbx&6 zulpVEK2$bEyJrAB%hkwMSn!7J{Cx9ZDy?kN)+y{CCzLJhcgg!C8Vo^(%hUFh_c3a6 z|I+P7MHNdZCG$F-(r^KHLN@HU^C1Xha&_+OWw&H!soWytHusPBR&#}9-i)RTd9WGh zs{6NjQW(q3GP@hH**%h?5DdAkci4ZmdE?{lKZT-~`i3Ha3U4N+Z`N%#q7UqE4z+Aq z_ohT%oF6n3+F0_qBc}Kcc_R;1%HnZHq%cNVixne zKv+(-i!0Beem1MkN^vQG&SeNXOMs6pgX36bRq)?Nbin#C<@m*SGU#!JCQ0~jBY32#Le5D``!Yngo&w;2&X zR@donO zrf&!|_)VAERGLM`q;OFZ3qOfWOiqajs$Us49A@Wys3SpGq8 zljB2~|9dl0AaU3amjVBN^K0(n_pwu64v?X)1#*P9!urJ;BOtJp>|+YGtbd^fpum+F z7wZFRGLKcljaX%F-!fD5ze5H7uL*RO7(O$C5-KKY4St7i{%~2^SAIS~8N{kOe5$z}&MNdevpy#AxRib5P z;EzFdl>RK07ia*N)2;-;PKbi-k&wPw{g)7YBeqs?Z#w(6dvF~l!sNJ!UQC8h#p`gt z(th;IF*-mv^XvVT*Z*BbkdIr9P06R1tW*Sq`$VnEfA7`TJH#Nr5~==@A0mbz5Rm?~ zZ{NN>7iZ|yvH#3%W%!>DB8WYD{QlC`Rg7jK8&0e-tW+5c=N+wAPg{fVtmeK|j+)s2 z(7>kBmfY03JT8ViM;HtD`ty7~zPVF;@c)qA*@cEIQB+OtbmwZ-j)_b*ICZO@Ig-`x z>jwJZLS19llB;!Jw*#dILqdw8`qF=&Fqc&)^qLPwQyGgud=7uR7{>d{9 z3yRa1aOUDmUbl%E85laqO?}OuTkX@K>M|0)iUANn1;yRlC+qGnNi_5 z$vanEtle52Mena4giBx<(EM1H9>w=wv70uA9rc&AN`5v#jHUkWFU6iGh*FG4bnvZs zjhU7FQvDkRdSU|;XQxY^iK{~ciCorC{(O74un2`_YGnw+D8u{ViF26Sgs5a(XpSr_ zD!N0XrYGFY%nF3Gq7HkuB@WjxWZ$TJVsy!3pm5nnb#Z4M+)dd!&n4&%^RC@aI6S%3 zyb3C>85t{8&rRA1co89{Iqt(~Vw6j`8ZI_@s3pqzHgW5hwML_B`->GnINK?qp9M67 zxfu{z;=pZ>ta{8h;x`|&Qn?YaP<6uIG5POAIB8i4zW} z;XEajq>pe#Q(mfnC2m8%Pm=S)MV(Fr-aw7KAp|jLi)70wP^eQlO+v{x>YF@q5@sa$ zvtOq#q4>kaZ63yjrnSL)EMOV4zJTg+0luk#xK!c}FYN={JtmZwdnRz6@-dDdVlRiA!0&+k~P5l5+Sv1mcNXfWNY~APDNf28i3v4_9w#Wb4Xb}z1>M!*_LQHzr z`KEB@0qkCXb5%I-wvJZch-&yVI2 zjXz(fFiGHirsd`KH!{_But-_u<>i;d22PT>ZEr)9{vs_SqW~x-`{``!_D@6Sj_bNc z^k5|S&I`>0KSZGhKN#RP+arc6aE7RS&D_r44L-_`9&jND9g$9@h(zuJwuu6pYhMPK{pPRuB~3?UU`fjxv{d1t$HnEIiL+BPKxIDhMHZ z7aGdbSLONd@zKhsVkNo}*K>p;M5~I*dptM58(tiIpW9eOvjZx0=bdoj+fW=M&d*LR zFQvMQVrD3pgcFOq!w#x|qERo2m8P@rR6UEs1bS;+_^5a;x3mm6V$&udb5U@Z1solL zoT=&-qO(|$bcjG%jz!mjN8}w%=X>n$!o&H(<>gu80NKXk5KtyGFKOnfWz4<*15&9b zb!MPD6wD|w|L0y8X9vo!`WK;ca&@VQovd+F=17L+`8PvRo%=2cmuMG*=yZa7w;&BA2(#i4fR zXaA=b^zrVp{yCwEI30Eb%hlW}LTyQVV*IJVi!gDs3J~tRHZxwc&`$C3KmLZhvjf;B z)whnu}{(} zZ^LTwAgOEYiqDnx@C%umuXfm3l^`W@T`mDL>^W7{?#c+uhz-7Wz6OJ9;cPE?`yjx* z_?jZ48kgF?z6Y09Z?fMZzCD-n#VF=AC#ozshYMBTOrD2c_#oCe$#Z&Sv)4~Ptn*nf zaw7pYO=ru?%gS;r8d-AN>w^Aj4@?_>ZQ36>6$1lG`yVQT!jR#>p0R3d*#l;NFq!b3 zFTzA9EGNr{Fm{7Wsmmj|7q@%kAtftR$lGpUAM6=W3!)>oww@*mc{tV1?f{>7SWf7+ z3G9*Db<41h9D2vC5X;Pcnfnz)=Z2`jq0jnUi1wm?e6;nIC^=$2^8_EU{F=Vbx%p?{ zlmfYHW)<2Sn9pTzIxT}rlhl?qTxiHw&aG{Ir4elIj;dArgVoW#)6XZ@HEU;HTv0k0 zf~ZO-Qd9o@``2+maFatEEOa^ul++zj!!DQ^@C#~L+Qm7Psw55|15%}&1X73Z07tgQ z@0@V;OZe9!Kn>`}u7-F;at<$|oIqMa5kTHtxY#*|&y{rW$F+(xsAWxk)_KV248iSX zMti5Q{S!tnMTAiDbarzqF@d9Gm17Rklikhf>6A8b#qL7kk9l>4JgI-Y&SMkZ)R*ks zXxqCA|9rTJ-s#~>u6c)4Qvn^*D~lw!j_p06mMLHS`w0^y-hNhNK;yiiPYLM3@OUcge*2oBkJu0NLVyt#dIH(f~6b z(V}pZUo37qXO1^^Pt^Z$1n%XbNEN&$*)mVWdp82Kq{P37mn50${%~Ye^%L+9XhQ-# zzf?dT0w0I*Kkw5xyv@s8zVTwB{UJ4~)@zeK-)*%yK+GeBE10e5YLE_J>@!Ka&nDf8 z(~qldcd==Iro4H0JwuB4pf_H1(<7BBJCpe}8e7U;jB7)%L3hIMxn^^^&ksja`Bw>7 z91euO3gi)E@)EubNEXeb=V5-0LJ2`EsSUYI}K zO2Z*k9K!HGK#*dI!!R}OYgB+5lJ_!`!v0$S_Y5oGGiZia`_*t%q+|R2kYAhKCcb?a zDg!DI?{(1EwOK!WLeM8Sr06Oh^6|z6o>&nJrczOL!JQX-VZPw$jG{X+qQxbGm82@N z7h~l6?>o}H85Ck7fZTV0l<2sZk5TkzSS2$cn&c`5%4>c_yc&Q*4RGZrbM28)?53j2 zgW18{juTpd1z8cDa3uFKNi8_5Y8{*ln7BDI&z17?& z`B6&BJ_qV;v+`_v@GPLVS%yr5>!-k35I=4(SCtlcLqJbWX=%tGD&NCuKY{#7e=!s; zqpl7vs6Na9VOp@V5B*Rk>QjmZbxiLEOm*?M5jmCN*F%%|hCcA)Mf*7^^BQ|gg z))wa|l7oWiOOi+slgPm@*KGhXUBK`k4^VhtKDpd5YFpv`a3OoFP@(-7M>WqaQk=rC zqLR%b;Gu-y5_nt$g`Sy&gv5&09NNnqD16%+b(@{5#Z7FW_V7~6u{Z1vvZfa!N|W<+ zy;r%MQfWZC7z&j!_wA|NP3(Z?r}H$e-@ff==Ys}GA&AZs-tCvts72c%a&7(oggxV} zG$D`P(>3g?d6y%|eS?YkLQ6_^YA^!GYRV+_kVc(;#uGa**?4|z55B1Tmo(>|BpwPK zLcUFgLJTKcR!y+iKB;1r#8$L)b*|9U6Qf>y1*4WFkeQM3hZfFIfkyWGn%~gLp>OQB zwc}Nj_~4OzR=d$1A%|PRhpe)hPI1sHzRvw4Lll?1ygaP~T2WtqV+N8ySt$zC)20wf zL#G$FG2nUk#RisuP&5caArh0)zcB&#R_ov-?)~wLOfrrSG~y=e4AS>WHc-tJM&nvC zQ16ak|nK)KgJiHi|t8A@|P}HUpBP zr(05q(2#>(y^;sKHV3H|K64U4^nhl(957XNju6%5D~5aW_Oh2!9RUPowu zeX#gVy0trKQ5h8!D#B;&4tB~rkOvT#;Qy5hebKs{d9Qv@hKs{I)Gs4)CmpATY z4dwCO64h#7(G0ju0#sq^2B;PA=fA*d1U?+W3tW_DecT}2`&PuQ%JtRZKyN*-1adSd z$Sx^$(_w4;XJ7CU<5Iu>!HIeis)kEfrN@iUe>o6d_&zi;Lbh`as8=mE*`e=n!~ z-Q4zH4vpRAWEoa5!@g`AQfY&R8}Nl)#S+B$BrP= z!kgu#;&Y0DUfA`sF#p1d-Jn7a`X%!#{OeJGJ-VQ+vbcja;}E8TC^-9^VE@*DfR02e zI;z$ut5hedoY@uQSR)}-s$b=l`U^dzT;_Y^QpyFVMyHFM4_-mg(`ZODbU?y_`8r4d zjgH+34_*Fz!&{ziYQhULpa#+(qn;`AE|moLWxIW-WpCW>&&?|Vz$cwb{~vNT6_ip^ z!r|J1`0aB*RAQhG%0=FO)UDAG%vRg3)#twXJ9Xn9WdyQl5qHGP7c#Itt5dN4flzc_ zHMIsFgVaT6-}Tq-t2NjEKU*ZeSWm~13$>2w11jR6S$ z>#G!xpBKaC>_i9<$niIX5EFp6G`wF-k{-oBjcj-%qy@U6r4R?TsP7nd-Muu=R_rfG z(hY8=b?fL@sm0KGv7&-P6oC9rEFxjLPdbI1ZFV+;X8h)@*ksJPs_AJPZonq*5>WBR zK;lv!ngis6*`mOEg2us9>;+j2beoNu1Efoj8X(hX8-|2~1=#(HAO|-$J4L#43iTDl zQrAO>S}3E2)z&m2#yDPX9X>|!-%6y1b$l}Tl-H)8E>X~}Apf~-HVaqd)7;ocg~RJ( zrC(Vihr1xaVTs^!I6tj6U$9#lpX%gmd=ILJ+@d^4$QS>mhQZ7!$miW(9c7=gpK=>D zb^%|?Yj;3)9-veN;`ID1Hf4wWT{IFlf_QP%Mnb%acL%rUz_dMhKMOYthnIgh0ZB|y zFgF3;pyf18wCQwP(FIr8Fq>7c|0Pf>n(e?(Y#zrUyk*1egyf84SajLC+JOF! za=I=kA&R;FZ3+sC#FcY^(ukXK#m~=YV?@iRlpl1WgeuFg6W8Vq+1#3}K#k!- zQ@|x~Od}0ZFq6@6UmsSBk7GL}Y{ z28)I3FC7&9bkGs32U-sP^9)tIl{!z#T$NO8cT(a_pX+Zg_Bq#vtR#fSNQ}!P_wowp zouW`CtAjVLe>SKraG0v)@e(tiV91_$sFi(HzL74@<+Jp}qBc{yW*h%f<2OhMpNRbM zsO!C<%xekq6Ak1pnU_UGH&`0EOp$3uP&TiUaj?wC8e~m8Afm|x_*nRClVvjZ7 z$_7#_j_#xU#}sWu99K9U#!BYI>|d$!I8JaM@lv;Ld>XU8?!3D+-~ws(B(E0$Z@IK< zE?v2i@a&r4>Dh>`sq!8rCAQn}HxS=?TzY^ZD!wCSP_k6Brm}nV44SjmjGqFOAfCPp zQ2Y`_UQhTgfF8!zw&c3B6kL(!e~u*YO}me5JncscViSd`L6u`NuC4G&t@qq&x!kjK zm7w%|UtJLIx@5c?Wu?Zs)TtY01dr%0M!?xE{-@1B4AYP5EDB<(mMt^}NysSs5r?mZN*0Q_do#B=sic?=rbAg9}kmgf5ER9%%VV`g7$9F8DC=tP57 zpE-;Pkivii<_hqWqyqe9%@5)ji2|-UULm|S|2bSvw9)sRVMc#H%(0@5Z~gd+T&A4`$#g>V&898xHDcyWVr7*n8%ZJFxPd_59~; z+&tn1npjCx;CbuPSrJz@TI+j6m|6RV^^edtLWLvUG~7eiO|N}|eEo`;_2<^?hrn#+ zeo#5b0Q9yx=BF0Q$QUg`o?;0$cm!GB2i5t%!-~!Z9m2~0BaW!?@yc*18NKP>+^K+y zpwFXBw&Wi`L(pIOS;#^ynybY(tt4DE?kuq2 z=d2ymZ^xS5n*BPD0>aPLZdR@W4rHL;21qLep5m1;Nb8%d)&(g;hGSq*bU$ZcpI`e8!h30_{uWJ5>x6G$B^AUT`0C{@uT zX{)|8>WI-b2r*CdG$6(ea#bT>fE1gbN}HAB5(g0Z;F){CMROY~xxIcYEgi&l6nmL58hdGus!GAjfVuH1u1Ph?no>UlBO_2d_&meZ^^*wy5IX5^!CP=Gp z%^|4Wj%5ykU`v1`9sX&2&S@#aUW2TgO7e!~3w`Ng!$8V0I z^)9x$?$4sbM{jMHbt(bf=&do&1*%2wLTI*oTg~y-4s^$4zU9|cPI7zvsf)8e7*fSe zsDVxll;c(o9~26ryqB2|vpFL|GupUnqPu z7roF2DtykW4M4DH+H!ETh8(pNO9DS!V8DpW6Vf`~^5u!jPgSW7 zWP)M!-Y`g*_-DSR>_TrU3!*sP687w0qxL;s&earIfXj(OB38CM|+qQmX-ol?`@0 z2rQ0q!J@DoIbn#&^#a1^-Stvc1i7Q&1JCgK-o&mCWq*Z=*TSvzu>nHzO#uSVT&V$Z zpj`m|RvDe;M%nkVzFVY1~B+r1r}-PQR7gCaG*>pY4_axp!_ z+$r65%G9xGX>l<&|6HMOo(ZyKlQ3$^wO1&poxlJqmi zL6XfaiZUR#+fp`EI8XmJT0NDZ#!!a}(-cnh!}BeIT~%@mfW2V&Kc^c5cGtgd!$u~^ zos5BMHV-U;88$2a%wAdqLiaG-Ip&{oO`y7RgEivptN*Me{w%qC0BUxHL33)3yu1pxrTqJesK0cyO<#@4%LdAgJt z{^B_eDxe>{7*AODPtE8+M%R%uS$xk@6mgl>w;xS%25g`wO=61Ob2&R+0mPSXKf(8{ zh3H-B6rU6KW`U1%d=96D*YZGHWW5aGbW=CW|RIOJe2qcN&4$p z%|7@+>6ORV0SlDXssP##4`%(n%^obm##4u|s0Fbv730`{ysCCOEUqw64We%bsZ86l%e%6(m9x7aat*y2!{n9`Am5aPlh<9y5f zNgAMeSVBB&8z!jOVWWrRiAD9TXrhRpfV2=03u!s}sXC8%z&D0#_vZqiLhvhRpbH6u zz{8IO-;8a_qBEYI9g$E>pC2&{=e|Li@r$?&>it;HBb~rflmp3teJ=f1)A0&Rd73-4 zUkbuZ-P$7;*emoRe9g9Bmoet9!WKgX*M%S>kAiM1cOxScn=07uji{42k-5^TtHcv3 z6Iw$(&XOh9K#9`HkLxo;{DB#_51cW-_1ijXHcN%;Wy!c;1w^U?tpO6<^SQ84E#t*FUmmp##4<1mtWhX^3eG2Q zjr{gTaz40yCE$A-4J*?R;u1=zEU&8(C;CAQ3TfB)xa0C666J|OEt?t$Qbl{GMYxDn zQYWI+BjXiGe{?*nFSK2d*`=}A?7%G;4$etlN)uTWyA{iB`up?u(D(1lwkuF5ITKL@ z4tVBBBQ0N1KOlV$#d;gG1bHi%+WS_-iWhWGH7y1nNLL%Jzr%ACd7)jK_yM3h3NQ~> z$S;CIMX5i44{%#d^{D-r5yB9-1xf>>I&AWZ(;A7FI638cgQ1Bmxgmbf^egM!N%DFv=RyExdX;O5S%XW;Sb(Qw;#NVC;XMG z05}H3b|D|0GRkOz`M>uFM&aH;I<>=S*SevHN%H*NS$~GqV6B@yIPM)=4}qZNkoC=e zeIw=V6rd>-ii!IGXapS_n+nd=n{=Rz#98$u$wT6*=aK)dQW*PGRT8ET+kyY`>uQ4MDv>8X@6Y#AV&v&NFIs2Z$24f01cZ<8tuFP%HG0TBk@K zz(|&$9Bl)1oA7=w+0GJ#gxvJYtr8a=QVg6_0Rd{R?}*fz5W=4{(24O;#4e*x}(}L@Em^2vbpZDv%)yHA9U! z@o-_HLp95Srp9gSwj34Z5tmyb99(Pl_D(?a4uo5(ufRH}r|0Ce!Gh>6`OQ|Ui*e1ba$&@@jQ$B zyB~cnW3UY9{SfVvX?TmnwIKz>%cJ&hn2=ItHvr~DCj45{5;)SrN3qq4AfSFpCrD7B zl&cGK7M33Zsuu``HiWzfloP!tW0*8Q3qFAO%zN0a8@muS=!7!!0P1@TB)~fYu`YMR z8j2+Io`$sd_YKL$H)@{(5VGLA-EptudJ7okiL1zf9(a|HU-Q|m{M29}u-PtZrjO)z zzF~xFGiT2bDlH~P{mO^3xbQKW7_i#(wc;loQD22M zkWx?Xf(xH}NhHc~;0L>Yp%hg%t@lG2rY5vX(Zi|8^745kBg4o};ihr3;x6&|qS!?w zL}|f+EgBEe&ytIrJ3)8k6_t;iKqS4#V)j3w7Pd(9b4eQ0%CmwEvd;!Qe=jtLPmnBQ z;zJ7=xjup|o;Z2d=e;XK0c~)Uvy2F2Y21Ph&0{!@o-_oo)tz3h7(Vpinfvu^aXoNX zI?~1bzpI~FG=-}wDRJ+d{0O1A1GJj^ z4i)-OGx(=ZAOx_$-|!$C%sK@SA)de>Fk^)6fDJJ49E^GJo#~L_98v~_ET2>e7j$IF zM|badKs-UX@7p^vOW5R$uH2CJnQY3%>F+*YdqPhX1mBAAP*G;j@GVTk{5);jX~;Mx zZy7DB1pj8CRK>tQId&-ftH_kzf*=~DXP0G*!Vl*6iBVC}}GS>tzW`>J0BVR&+c-+Fe z3dfX`IQBn3+fwS-9jNYs056A>-4f5jYcdOEcb4GW43vqTe%E{Dgd0}aM1m+GfqcJ0 z>8Fyr(;Usjctm}E_XoxEvQ6vqG;_lorrhM%*0(Cwu`;L^hy|I51#9w^-bLN}?g)YP z*#0}Xuf%`vu9isPFMe_=kahocVQJ;$>5erEB7HY=Gtz?~X4}o#`+04uZj{x0WG3hP9n%s`@8`9{T2;yG(%L{>zH;tbxbV>W3~trRM9>NAc>-8!5kRwGK#X zA71mOR+McBRDf9F5Me43Zr1+379@eJ#-#alXm|?OabhW4uH+=~abI1r zU(y(;sF2JH+=5JYmm6I-n}|mpUo4&%9eT*y5S0PCyeA$!x@em_?GQv&FfvNXpM%Hc zMzKLV+{SEdl^@##O6f1wOCa~=8M%#U4?+YVJ!=cNcA*wH$n$hf=TY%$K-1_p$We?c zv2A&TD0nHA*hnSDxQ?zve})Dxq=nZ25WkrT864B{r-3|me(iEvqvR_M53vhq4pGH> z4crZsfd5)1ov{p&Wc5Jup|CVIk55#h^B>2}IMIncQe7Om5&#+}^b8(j? z9k2U9Z1U>pJzXHEbBjSU5Odmo!942~B)N%*jYTljmF)Na9NS(jn^(&V`mORKHC>dQ z)J+00M9l~_ME9kL}U=Z_ZC`RqOXj31p1@EHtMQhC;V zy)PN=7qlUBe;1;PGc@LSi%qwPe(V^`B9q|cWk@izd{=Yvd^ts8y(B*xOJgHf6ZuM! zzqfr`)*yk#TO(eVVwXw2-suI&uy<1-)IvXv?CI)}@e6P}>s9LkG2Gs^>eF_q!?I*|aLpP;cVHe)8%N`)d_3KiB;obFvz5msJ zSKM5@mE3nXri8R#-YN{ssqe{eExf5zY_2vsx$&!Js6LVswb+;L-1;%@J;->LPD9Rw zD7yJF^;1n4{%Q_G@23y;?Vl$pu7pTI8qB`*{`&qyYW>;p&Hb2A7FSSvm(6^PX;yKd zNF6InAfqo)>i&qJ4_)Te3* z7pRPD4PjrS$s4A6CC`_I*KZM;8tN0gXS#l0jc&?O1tu`8H}7Dtg)nDS0S+2#0X#7W zI8kvlTT^NZ8vK1=YH?7MmS@KLV6VG6%z8JmcQx0EkLg57*sN0`)owtC%8uL+`;S%5F zV_JnK5=hDwp5W^9CLxLC2=e1`BNm^=U}qW6&Pm_&X`X6=Tl{L2d`=EB(l%;CkHd5> z{a>}cWl-1c*Y=Bm2na}slyrxrfYPCKr!*+7gmfbUA}TELGcT-h6r~$U;&6Rp)9g^xit=0*ik- z?A1X_&}R694cmMUWUZWi09SxYQp^DBTe1F=9z}ZL%4800rg4FqcD*?&N7uez2XL9& zkOBj3EO5-a5OE52@CO!N_N4m_>8IMuzuQXMFTBfN7clmh$Vo+L)t=a6 zs3{MgU8=-Ac;q<9c!lQf48N8;Zbf=wncTt73is)LS1?N~5xw}82#xe4?Jlq6760hw z^DgQMp^6$KYy=|}@6|@MDCsV-VZEq~A6*oVO&$H%damJ=H{!OY>X(51=|#tZ=}{V& z#L3;|BzC(a2KLUAz6Tr^Qxxqdxw6dUtkiClOXzHBRA(!x8wJ=$t4)f_cCvg^{vB{L z`~Kfcy>A+|QvdE=-VZpmR(}2~@LbbpKNl-0Mg|>`+={Cl!b+X2%Zc*r(g}NEf$`EG zUJvA*z3}+)VXim645pUCpx+ z#6L2wv(pEa$wj?yUammvanUC)^>c4^ic(C)gVK)z1-JbxE$1|R z15W~|-1JRSyQdVYXVOZiznzxeRoqF6s;N-1KPNzPcKUmbX7j{QvEW{p;`F`Si+nsM z5+CKB%y2UX7D%xjJC1R#IaBi~hsj~%W)Yiv$$s(bebwJ!J(?9Ub7RcZ-Q>1T5gbWO z)q3N3-Hz*9PRc0u12~WHzSlTcvfHyqv__Y3E2aRSWZ zlrS&#O^9fbD+d1|BemHY+`L)&xqi=HabcHgrHPw$iC9rWCkSfBsB^L05=|U*Fb*a+4ZYIBrQnV>}b7vB~5@SKcT;wO&lyZMmu6 z+Wg4rWcMOdg%lx8OSe&(AVDbSv47{i)PXrVPFh_pqI42D{wmuwSBU@SPq~Sq28qFq+R%xI#gR>V5elHSZQ?P(S~$m^&a-V^A3IQ z_Q-*t^@a{BszOMjQ5PZ{IL8*`lFp3ZblErt3yL%`zf%%ofGDmq+uYEY}9<<6dc)Na$l+IDf!k4`ewtfkW=JE5*A8em$ELS%G$AN)1BQBqU9nbfCdjh-Wi%Z2{ z2tvj7poEes>SXRYb|Zg*pRd6hr4|qn9etfFlR=xLuHpL3&(tu3PS$n` zI?lOxx1YZ_q!!YrFPxtUnth(4j{7;vqv*zM9eeR;EQbXGxk+5fyz~2ci;#Y_{+${& zF;6r(KG+r#l92+)$pZ-s1;A;zRe5?JGUQLq{ilAP*}B7-Px! z z4dzLm^Hy6@NAK&~teoUz2`hK}e!gYy6Wusz^gB<)o6N0Zdpi21G45uLL0rwo;ctCX zE=VIN@Xu6=r}^B7era@t^|qKvAlLdksB5RF{l;M|CEfuTRr_)kh%#rO+9EPIk|Zo4 zA@OxTtor`eyta@d(;JPv`opa`nF52X?EVsS4LbV6PeZcl!rTiVRxFnt_C1$ut3L%{ z`MUQs^3Vs{%y7j^Gs(>^;|4X|5`A5*W?3wDkbEO-oF)0!+;^?u&c`$lU@+8qz=ZNmQ$07}h^1B0%U$QY08;{2zP!M#PkZ>689sVRQXU?bx zB6!gy=LkX?+Z{54QggEcaK@~@rd4v6H>o?Qy*KU`#2Hopa_u9RegXFKE|+dy>@%OD zvS%+pYTfSoP|jaFVg5nM*~Rs(M}C~|xm;>imFA_Dk+#CkIi=fdQz{QX-MhF$zW6CD zGM**VIg_Q*Fi57Ayo$fCNrc0zx}0lVqkckI(t7Tk3lJ9g_73~it|zz}b0zu=6vULR zS0SNpBo1_alAGxK)!=!e7>1tEg3X^bC;*lcFS>O?jGX3KIpS0fF{Uh)IEjkD*$w50 zOUX)^G$pZXb|;(`?dIT{y55?^95HjU#@-e&=$+Wc$HSLdV$3=kO{ZSp;1hyrn>v4- zEF2eiezxU8nuxJqy~f-uR~GptT4Tm=rt__DgwM6`9o8p&kFaff8x}k<*{f}nWApaz z%m(R|nE_Aw=9fc(N$KpMV{wjW`TN0oa?0&ywReu+LYK{HDwB~}b z>^M9j*}GEMHM6Qp(>875oY(=dhcA73IhH3!y|3&12 z1g@LT&$+&zIxU9nGmZCblk9lUBpQlIHQl;|3p&EP6Q4mN_>?C78Wnrs%Y8ksHF2+# zN4+~nA1!x}L+g#gq{L(B6Da16*h=}*xs#Ji8E&4x(X!zF_k-W$e`%rdJu|7INmSXCX{Cq6FHFuSBsz1*ZCQ8NZCQwuZa}7! zHU0VH=7$EEmn1Af{PpJ&c{LA|nXY*(*WGM$(pAMc&t?}5uwz|QX(m&HqK*x0*JsvN@i3a{ z6tsQL5!wQ0w2-)dt5@}d>u86z|K9 zZ;ju*20i8X5T7?fIl&w`O`+792u>kARhR3RIghHej;IA|BP2qP5NujPo%%O?_lxxsd60-b^L51*CNa_yVz(}+AKS@4hU%pKhml7azYZ_2iAIcvXGWPWacr?{+#tof=`Z5pyzt{)1r4) zZLDJ-O#537@!-vVa1UvwT;Cz{yKo3P%-ZzrNE(^$p8FS{Xw6H)&cDu<^sMFqO<}0i zGHW@Gs^S?JWR2ew1;RwjQ{dU@E(1k!)ZLgP%$*ots3}O!1u}IRKd5XaBW1aUL!P!| zw9MmI_uW0a-)6;fF^+|4&8x#3D>;EGcL6htDB~1-4REoMkd_^p%_>2+WoFx+!iXXu z=u4Ru7?$#S0kz?m1Kf?L(1Bc!VU&NAy_e7op8Sr_zJvjY(+C_=rg6&y=%bk;-ii@K zt3y=kHkaGE2V~j3XgyV%w5i)=dMtm8X2seHVZ=@#RR)xOlA%hFdp=ZU?Qm}@Cg;}s z+q3VzX45r?);%aaZo^^mKVkxJt_w39mLpVtBEVEtU4sjfh2>izHeb$_Ws(%-$9a(nI6a^?d$74USjq?7 ziA3l;-xNfRsa6zF-&tv=$}Bn)@ks94dHu#B5`3gg6F9^qBP09Ahl47k3G@=#kubY@ zz6-~q3L!~@VQ!N}N- z`X6ss2N@{I$yrf7*tZCT+GiNf{?M|H8V=Kf%VdslA4*U%R2S_*N^fX#o;Lh_c%C;F zGFN3NUd7vyjewL_HlHY0F_FK#PKTA{qAdvI!I=Nc6Ck_skojt-Ka09WBum*&d59`WnN7WuS_A47-0ik=?;VZa0X;49?5+!hAV+_jVv?$%rs&L zIA}xZ%Z`zFBJ9r zo=${S2IJSI0F_5}Lsu@=yjPhghi@7I2&ZdJkR4g?t^e+YaP2MhsNqpbRn;(c?+|Wj zf_e|PNfQB$2+w{Bh$DEuHZ5#!BZUY^6p+Ua6!A((Iv4r$Y1?`V+-X!2KJR>s=-xC< zfaT)@v|TPAn>$lDY~%fsC7t8zBO%TIMqRFx-z}Y~3LF$Zh(VJ<1CeI)fq~dKn%|zV zHXQEPgdYMXfONrN+(5!TcvKiq4+a~uq0B!lHj5UIGgvsyNY7U}?q!l2lks1=@{f*2 zfT1o6*aBHOgt~Rpqrx(P8f{P4gr-)XB$VtVJGMcokvjS4&M|{S=+gd@o(e4R$preVkTErdl75mY)ycszZnonfh zr2+CIaoE$Uo_ekKD_o%uSPz*7i3eOK`DD=N8Nc*jz5W*3hTvug7jpH_&ODG1g9g_h znNn+>VTu%xvR#s9cm9(Y{l=KJ2qYE*d1r<&+ir$*k3uK_ech(DKZs41XB=QqzNgd?}hW4lX9PDVDhdjfUV7fXO+o?bu(TH~UY?wa*b0Bg) z+!?}&b)tgM2g2pPD(}D_TnFv_54XSL@1v~&Je9*@3bo;mOs-tj=i=}n={3W)QJQTM#XSDUt+y*5k^j5Fdu zHTiXKBtti%B^Z`r!Jwl(58500AO%n(Ur)7riICULAPr*`5aAzj4q znt=^95q6o0#Xf9PdblYtR~0>p*DulXl)7UJy_WwSC_kfXTd zH%lDE)E<}5V$6ZEBndC|xV@BIXV+bsqc(S8@zMu~Fe3IU-?JO?0n=rTPuul8|UTt-MrNTZv!-FwxX zZuNXprYi+uopAA7Bal?_-E{4IuR4_Y1D}y^ZPth+f%V#t2m;P{aCMVu2~k^R6=H*F z(Sh#GCN7AM?qOz0MXWLwK`PAJ@RT;3b^qjU?GSXLZC|w5SNp&&G&=|2GsJq`)Z_XI zIHFy;c;iZ2mv?L--M-6Ota{D`q<&e|&mddh>ABxO43v_DAX*Wn-vL>)Ut-6*o|$;l z#;b};(5}y!?@!&;sgP41J??ZR(&V8!1}IE>Q3a&BJSJVT zlpbtJ(Ks&+#iE%GDdm5g0`%8aO0y`kZ~Ln;?m+aL5jw-R&YCzqy9^8?s|60XP@6Zd z;*AU#RiW%$VN#%=6rxe_f)f&ALE9ux&(&7AOH(-eea{Nnu?TtgU-%u!Ht;`y8`azsVSoe*k?7Ej^*$Wv`cJ6EV zH^3G4kcaTE& z$}@zmBzuanUNkmi_3(qwg)>9!_cQom_|z?uZrtz(yI>EeLqy5dA9;feu1hDfg=wFF zhhf3Gg$cGu@R|d1QroJXch1UNgD@Q4bvb+y?h1N<;gsMX+^O7re+SYbU{w)GRW!zZ zY3rP`P1c(4=gOi0whyq)&jPcG&{X4^BJ6N^x2s|Ez=D@rFukB+&nVP~%xhTj@pCY& zVaT|W;Qroowb|YLScASMhIN=`fvc&0cVrP!xJDtV-x=UoVmzQF#+B^6BHNAE0BPa_ zUE~3;3zeDIb}quNS=s&T#$inlE>s!&8;|BaEyp>S1BMwqAyOr- z#gEa9pU1Kb-Kdi>*J9ivu8fe)J9^1O8xFM0GJ}7H<}(klOo3fxiZOjTq#J9jO5!TF z*J&VLIL7jm<4{-XhYYczJXD?nwGm8@XR`RgBJ_S!suA485EWuzq%q+Ff-}532RC#l z_(D+$T8FEm2j;-9+lRGFdSM1 zE8#{4OTt!?2OUFMD)vps;Aq}uBEbCl{v?6j@=UGaU3AwL!UbBt1iyGi$`kWlU}E>m zxB`{Nh0le!p%1ok!`69VvBigs!kdu*bI0n%A(u{B3l2nNK1mX!B=#O9bu^Z#-T_nSZEwg#^ zpUmWAmi~X;jSrZC1N%kJvpW^ScQ!C*wCqfQNSP0LCtx2^EUEf~&uLoq4tn6~sAJ;p z3oZPa$f;%PEv(#iipia&Lf_3o9t284L5!(M+64=`S05}b+sphURQb~fav;{P` zIiP3jgo{RpG_)Lv+1^Pw#h0rH?f4>)Y=7E-bU zkL!z%NtokZVxB#F-t$H=%_a}^`@c0cu}^yMEF1YE14I`RrsCyGf%zdB(X>FE(IIF= zj2q%Hq&UxWHTevNKLbIdqWp_ikQ;uC0fTEu^+Xx_Hbt0mpdPhepTQNFIB_>Ah7J(D z5FsT8)c%iER^3&-5cb*G10=2LS(`BcR0+7LMV4aMs^{pcq1V_^NsPpL!981PF$wI$ z?${XXyzmI(UYd-DtzgjH-|1t_=m(pp)fy%lrodvTcJ9xQo1FR|4pJ(2S}PbFDBS){ zH{z?FCPkG{U?!O&IbjWndJ6xS=aCg#>4y5PNwGc0HEpM}CGppTo#Vp3Wn&!SOz6J} zP_BM&gXLgW`r=}AWPDZG-w$qWbeku<<_+@kKK@p^R-|mn$wh3U`p!&*PYmNRN%m)~ z1B%)wD$VOB-ro?(7@FI?_NW)j6^pwt)ao}Yi`Xn%WMs8A6LYPx7oB;I{zoWrDIhhz zxYsg&W~DGe5SX!Z<&tT^HK4JoR**Rg3KG4M{eJpMXeGFG^$D2Iw#wuOG@YDCGZPZsksVygJ@fZeEwRIY|3R{@_CC|}_tDWd zatgzE&hvxK%=8*bU)gW7vTAKj?y;gFD8mo zPjZEC&Lq?CbSC17H^fzi3F%x7wsJ5#5Zs@CBK2YK*Ck)8?MgScznPLm;D(8eu9kmt zk(Nc-ZZ2)zNW0Vk<8S;yJtYwNs z0g3TMgE`X_Fu=D-fw>?R7!!rf{l?=LrV>gwLWTzzp%Vmp|dkBeOY){m>ThPJB~EEcPK zvhmZIf;(~UO*W%%$7grg`RY|C>Xt=(r+2$pq&UCyx__jhZVkKCcJp`AqNUmw|7@+_ z=U5lk)tUa%bWNsMPx6g7{vl&Mon(KwQ5XNW>hmjq=x27^Y?7Gw!FAet9Zt1kP>}ew zNb2t0Ij!;2JZ1*4?i|Nvh?>?%@Qc$JfT~nJ0@I|WPiwCy=IKmgtr*Uh@AztGA&si_ zjW7wx*+UPjZpGv$LF-?c_I6gl>4txK-pTSZ5#Z=a z^UeI#WyViqGnp}})UBs)>QpuBGDRF7k>Nx4LsrvBk~_@HP3Q&S7S`d@bPR-rh~-EvltWG0S->c6pDe@(eMI33}Swlcg5Y zWlfq*Du@bbRI+MPA5cAc7+ASkZ!J_4j8`tBq%jRgBKPQ!^HEayp=t;*+LO<2^-4Q67v%z;=sbep%WFe|MzLAI| zs@9-4)T#6NtJn2L`tFRjbYZD!wcxlr0K^4+KQc;O#06IaJEXw1EWr4L>@w-7LzaKO zx2f5+tFFSAl!SyAZ}=A1i`C<(U&rCw9t(DII-MscY%Huw);>47JMo%v2V|=hZe_DX z2BtOngczK76ooZN`bnQ2l@S0i=V%Oe0=?aZ&px#HrI}5h23Clx98e4Zk(39O!KXn~ z*IX?NRPk2#g_TzQrt+6%Q<(7KXU!dgV8x6Hnz*L@78a}Uo^PI68Zj2 z$ZJ(m-I7;*&PN3x`fjNtq`um$w|v!dU!l$+zqdNbZxjL{H4+6$;KTQVK|!zdK9o0* zze2Cr7){m#PY7W0k$-bSuQG~O+yII!wjYDQhv|YELHn?ytGf_q(5*v{CD)&BJaZ3X zk(BDk2x$hjztrkbR3n9gZX2+OG1p6~Lzl3AgD0n>^1=ayOhb+jd|c?si}AF0%zf>NS>TjV=4+<;&g@!d)`QDjcl;LG%rA;Wi@6KuwQo{5;(>PG9q~O5emJ0Wb zQ@vyeqESI3uNl-1YQL?4z!jg8Vy{q#;O}n8WCDR)ujC-aBOTjt@xX!UfR%+Kmcc9q zA!pwMh2$5GQ0dy5W8GtDu^JM7HdOm38 zopA(}BUF*s9U(e@e)ZL*6<*`_9s>KmtXE>orfw`#?K|w_RF^s3p^~}}HBOhwd8X^M z-Udl76SVQ0p`VP5X!Y7+?jzM7e{yp9wGhUWs4=q9*A4FZ|JQjf8h?eHbipT6W4*Er1x z2tIyIp`5p2s50=7eCEsdDeK^|`$Dy4k||G`B=T@# zF#+>3Cl4oIg-Kd3VO~v(K0+Qoxybov_kK-gw=A@S&5?biWQi6}zFmyveEPE)g@9(~V$RM~tkB`Ekm9W9(3Y!G zs)=Wxb*wSOt9t-L40%9(`cLWDMbd4(+2+x1Rn+ z)`HKT0M&G9Np1+~FCJB5;R$|3c%~Sv5#IMk_^uRAQmoIttlVdQtM}#^pa-r+aC3)^ zsP`+1X4rzYhS3*4%yF_Op*N^Ict&q*Uqh{VG^kNC$c$|&*o1AMHSww}|4#e$;hMGB z^y?ILtW{xOmKh0boxPVys47+!eO(U`O#K0 za8_5Ppo?L`R#9Cms$@O1z*NVDCu`6of-8-$+#As`Vqn}Q#=RoLPaxH3`2#mJOWqU8OhdH(xL3Z>$-9KhK73W#$Z%Bn z4-pQ(tiupFghBrGGb6!)A|-(&6bmsv;{nZBj-#Chz2&P>5*#QW=@R2QJ#w^KCC14h z#~C-L4GZR>Af!VBSKOY;*z01;&oLAD3Bi$vktb!8I06j}BHE$!Qg=*X9eHx?XWPeA0q+N9XKZ#%THzIiFp{+WBBLO`RC8-owE`~ zr8GAvQ}Ks2ZsLY^;)gny!odqEpkwl9CKe;k>JGvUogfT-kbw#e(|Xp?F%O*NelPS+ zv~PM9q7y}n^Ooq}#~v|rN}0!dozgy^JG;@C28E-#Tb$*(l>H1!lv^VIPS#Jx3!YUssu!+5feBX#m4=NM!Y_06qA@K233b?)B40*0 z_;$(x*(KDAwWbK^zWJrQBdc3uK$e>XXC;I`MF6V87@cwq1f+6V;$Ip3aZm@^3JzqB zk+{Z(iWBoGe~NIW;W@leS5kD`A3|j)L68s*h3%0XF(u0O7o%Sp1W|=unz{{R70#hU zMK@tqEWZ+EIaxs{6*B?U%1p5viJ32oowwq@8z$@W@2~D*%bh32&wy5sUmf=H|9lZe zhON(}I(gx8=&q@S$E$_9=^hy7f5`#RZY%=8*fp^u7p(aG;r#wP-`)(wek>Qoa#ZXi z7GEVoeNKk59h%Qjy<#99!OrTYD=HxpJ7d*73Kt40x!7cF3TM0-iT&IYd$@byEQp;`$RT|cvpWs*W>^2Vj@{9y0joPZ5;Mk{r$wv-gHG%R~U@nAqSBQ2he1e4Qgq5)NektyZrvh* zT={0>S4oL3uCUAukb&4h;4KIeCWo=A_h@z&SSC^1cmw1b%|DA%PiuvtDUJvUpo@|F zR~CD5H4bQic7E;PqC?{Vb?O6rIblq!sYlPvjmGnQN~Wf!kD9*y`0c+>MRV0Dp#?Yx}7=Tbkx-?CDB6?~=wn zQgPS%6kj5dVt<#f_NsV&>th;TB zCiTzv&m~8~>eDGhiT&XciMF!J^8@4Qc2nhR9-ovNo#VcRvJo>?WoA^k`2ZWC6(+IV zkxMR(&yN|zM~07SWHFM3ettkp6GA8I%>(&BjlbV98==PVVj#C-#ZOn%4P4o<}BV=o}rSu6I*0*Sb4O&P4B*)?n@Z1kx!aS7)HpQ z1Y|C+IDhG5gOjl`zOPeHnr^hsc~5d!@S0tjq9}IN3y+n7^=s(w!@}vB^TsXWG!e}$ zds9?WB|2)tzON3-1OryieOUcw`ySJ(`vmu)Yl5W#-q*(0IeMv?H#LH}mGh*P>OaXY z(K5veza=)_8#YRIaJ;#SP!6sYAaB^ON0|FM>F9NzUk_>Y}bwcd=|&(QRK zI6QU=Uduyq1*G}1ph|ecw!8x4pP87u25UNBO5UX_oqGp-P6q(g77RKcp=G0i>8CAN*#qVUv5vYyi(MH1T`7dAd8 zs^CQxv1D<%iksdm=fR_2 zWQ6Yr;}cRvUCaw4pHSm?YTg;)PubYk#nA*!2hLEIWQ5J%@|oTelht}B+#7FFWx^Y^ zJT4dCs>^>%tYMt`=~GDX$~fQX1=_@&imp-s{A~>H?MOAB z2Kkhj>Q%jX9>qo83lT^;-$RBmo)kh`{7Z|>ZU=p@B&FRncX2?lBIz4!g`kasgWwBS z@is-Q(GwZMP?$T={8NC_W$=lGIl`=45g+Y*H+ASOcPxpi)a4-fXdqnJoE~MO-j}j` za1!GQ(-xOMHGsBNm$v-%8~dq0p4Q*v&JG71rGC3r*7VNmuNWylw(KEv)v77z%ng{B zxKw*nC&ACKCxFlp0lGAmS3$?VkD4H91sT1(xuB=nJ*$$_c0>L?s4qUgReLoUcvuEE zP@mXstKMgNm3)~3s`W>kcZSQhAA}vB8qZ!H<%z$TT3Pp!k}5@jCUV#!BlU_h=S2Lj zbYxQVy6bh<4ZV*s!R~6$FLDyI`bX1t9aLZjtX7j+O*+*aGL4a?h(@r79SJ8Z9`oFf z%wysG?eQ@tHQpuU8#`M|r2Cf(Q)SG5LQklht6?6i&9edaGhs>|w|<>E5hdIqB^g#? zkvdN1N~_F(Nqk)qXKJr!_>3*@p8v7wJaIYg_uPQiY95T=%|nCAXXk)=l56}2Zhq<0 z1`4F^*?V}l%cWWjXjC;*4+Ebili+UNBE4|oLUL=xQSjj_nt(XTn{Uo%*E(&^ZbpfE z99K#Us|elY;M+P@Z=F8AxpVRHW6~BwCdFWHR=I3@DHjiNqDMTF7SniZE-<_hN6Y$P zg?aAJpmKm*(U7|9seiI&$z!7hXf)+=KJ&sFAh|T+bg@&0q5aXbdZWLAWOphx44l6l z(wNpYeEI7C@5lH5{3%g8vE31FZ*o!46Qu*|zs+N%|1XIJOna(n+WR4u52ZR);MpEM zQps^A=%dSP+9S({L1~iEi3E=Fr`sifeBOYWB+an0If{8Z=Jk|c#eiL-|ELZ+Yz$uIt;*j&-*eFZRk_q<9Mvyb3*;HKUE}(}!Qn@U^$zcyB|70F54si` zp}SfUEr&@CwzDwPL|9cZPc4-RI(beovmp2O=LctI=h!m?1P27vUtAS9qe(C1`s?%b z=+xBIOjZP)VB&Y^f9Zh$CD}3eH=LP!L92tM78@^RVQLG9Q1Cm*;DKhdI{TTX&q z8U_HBvZSLq7$MMAeHS*94JYuTshs=-IReIdL3)7K&w@0*D*a;P0qn2OFkgwJ{^itu z9R|}06`TRMx-eXp2c0?vl_VYq%o!*uY7th_@TpL7nGa0ya@ z2i6Ca$8A8<^$uT7hwp`v7wq*CR8h$9ZzN@>kXZq)Z9c%a#s8bds7dH!+|xIEHMQd! zpx)jcfe6iQZ{12au5KpDWV(9prE0~ut2v+mMcPNTL0w66EC(o6tF3p~+kc{{7WsEQ zFa(?Epmz@^fddot2LDC9hMy83+(v(f1ht1_y`jRIgnFpJ zgl9%JRtI`h7yyDgc&KTLIK|tXH4lmI3^X)|#pHom6;z?DP(V*Y@^E;vFBEEa>4TV! z1q~BFRrrq_<-SCQ>dc|&;N;EGSmre}=K<0A_r0&d=233%0{uA&Ko}TgzPRJyf6{)k zdcb>d>e(!rp`2H?0!mmHoaYqW2JP(`eecg*?LQ~jG!%Jx9=LfRQ)3-psSEerg|4t6 zgs)PYo2<#EXvRe%T1Bm1BQ`!3!8$~ZYadfB!FcBn*9mt#BlgU5DLGC>Wub;05(Z-s>OgPof4s{DZ z7+EzDkg5#|_UYh=(}N{GG&LPMrY3<;qLH3))8>OT9v&V-L8WGT4taUa)-ZlTEk5U( z1-8wgMGDFT*7Tri0ic&|?(QIt8lpphX7AopnG`GpXWr)z1X5=jQs_;$rwT#xg}h;E zd;XvrQfJsg@^esxE5pnXt4A@5mfF)Vi5@zEjHu>J2`JI(x0VJqVN&T`sXbuO7<)xK zuOsO>;wB*?(&^EhG`u5DBOn7`1pAZRI{0mLPJYQT3Y8nde6Ks+0G(ln-t0)5xj6$g zWWZy2NSh1Bqe1V{Za|yY{#PI0wcWKz7rD$w(wP8?QGqDBgV-HYG*$qT{rLz-Osn-P zFw69XsEc!w=wjsnNTn(do|`H+Xpe&y6iBkIdc<+!AR)-r$qBabq}sYkVRnOo00Yy? zRT9keNO$WCJ?Hi=+$cog4d~f#7wT#TnBnd1g=@XgTX#6=7_jLyj#6KO0)7IbV+FjG zhJ;DAljNOvE5FY3Cnnh6%*j`?o>dCK>1gsacrPk9f<8@_eh zJgsr5g?z~%Gum$c3G<}Lb0q&zo+gF4d!Eoz!6O02+|BP46Od!N}gpu;+! zXg2C3IBAEm`;mPOwqe8bK0Xmo%`B0`o_CVYW7q1na0I^$;SG&|hPC4yNih)-jYvDZ zdlYcSTaM`G0gIzf+22D(jZ^WPzzw|p69P_M!uQIqa;_uNgl@~vz><-@8--`k02zk| zSAEuhP4h*^x+_Ls78r!hR(ML>gFY)L2N(mi+?}hCRK#SzoHW-$g&(_1W8HnF>e}mNNyX8PbGRSo%7AnXqpZHA}zPy`e;B`44J1A5ajC5_opzOT2bZtV2_0^)ufYg zh^*y1)2pr`&SUmmLt=KjNVPwuT`n8XOLGjG*bW_?V(MrZvf14d0d z!G&{i;29W)XGhX3zED2UGprRf=XUV?MF-)cv1$M{`20+9-OL#B zX^)z5K~Q2kotMh+z`F_tsx7SUM(uaoWH*bCR~DCf3O`ALg8ezLA>zo)dX>mi(w#EL7cmBR%`yl*W=WI zy9-^oopjfV@fqgI+j4q8JrtW@ciQAVj@Q^fd>578_vxL=skDatwGCVF{>|3F{)NW6 zt{!@WjY$vJisnEz8y?CJXuX5ffR<0bo#Iw`ps1Syci{=I*p2bsmj}*w^8G9qC@4pi zwIDochMSy)b~J0#e0wdgfloM~a{nQ-o95&l+Nf8zc&RC&$e>D>`6tGO2K#gelL~xY zmrzQaR{_CM$Ff7;z8Znjg(6rF(}*65(J```IliG4+%~zJA)55e9L<`iW^R4(h>U_FGsG)eXzSlR^A5z> zwg$TJJQPdmGbEy&wV~D+ubb=zXdquUJT?ZIxp!Z*%pVprlf-%-xI7Gs%gVg4RTdhp-qY~ae`h%k4Qb+& z1;q>Zps9P*Kpy_kr4arI)r2F@_o}`$hox@pGb2G3{9AU=G{J5(bsVp$pyDrXYk)`B zsqvM8l_ynHkoy53S5+YKE0R)Y$lxxilA{Y)m)&$J<~{8V=JROyg+g?>Clh%CPSYKb zz;{T9uC!l+3E5@ACersNL4=X}lzBrTw4yUeAN9Rq0pJol)rWmVqwC;iTqh^&dhhm6 zC65I|jbdbG8$EVzT#7+KDn=FY5;^+$`3-Q@;lE$n*#D=28w$MtZi_0Lv0Fd|*Z#5|%|L|GA&QB0VBiGuyZlSp1YlZVl3iw?f#YDw z73fl;F$@kcy&?co2r8*H2&;0SB1TF^#tg=p=X8>O%@Cvu2GqTjhp6RfBJYrJJ7_#O z2mTEeCCM zh{cQ{R&y?)5q4xj3@F+87k5kI5ODDGPjIeWzyBu;VsRy;qC-Q(kwi~r+myN+-4tZG z5J<98n7W4e27u78T_6NaphGoR2*?!iFY%;Y#uuIr0^JVVD`D6X_y1D=x!Mm@It5-J zG&_uxzuo`zZ{P;3n(QcuGKD~X!Q2jr0&Xa_v-BU(H*A3|Ld{YG;Pz`BuyP|83Y#7U zhn5VmLs%iN6rIanqkyyvP2j~I28Ey6O&2(AYHD%=yT^jgiS(LTJmGCQRl!C-Leb) z<}Pe``s00wi$&*h64eRa{!K1Kc;m6s21BTm=zi)%i#D3dj=VFV?}!UHgtGxV{k#0R zERY-(7DGXbU}y~=<3aL!>x&q2zg8+IHHbo0u*QL+W0mBO&}A)FS_>cA(dO8_2hbgu zooL%m35K@>6X$AHeNVN}Ar#ys#o{zVX$c0Eo9$c&`-~pEs<#s!S*HCi>e=$w`EBC5 zk7RQ~47guV2jr=zC9PI$Ra*f36@HNxSoNlrFrrVNQV-^QD(h!J5>&0ofc=1>&n5%L ztQi%If(O;A1V+9AyvmGdv5@zmJwtrZbg8$!+@mGOfE>#TJlbr}98(IxIF=OC)v@;H z&6!?{*a4e7>Ua>(-j(|cB@MT~Y4DU4!BfW23=*T~t0I%}Z75=0KBwmYSAPbKbtwgI zd4l*3RKn3MoW--8PQT)5>nCTRBENN5YfqL^-k@r`7F7eN_I8~SR7n6!RSqONxz*1^ zW+Alnqze*h`N;yFV0n z^?|4um21@jS;alBY_$3ty)GE6>4E`J(}Yl6;L(EZ#2wK_Uj&8?oB0)(U9YHq7X4O9 z)n!+4mvRv|qP-vlZgt!WFooVb$gLp~FFu|)YOo3(|G&(Yf71&n{ zOWQP^s=}Gim=K8;SHHaKpz|^2@5=W+Z6b#S3HeELsbE>1-Cz5o5xXE!$*xsbl(0{r z$k?9a?CZuTQ%!p;hk;v4BlBc_S$-SbfjKp1yYoP);~Sr9gFLdpWu!+hIV6`b9x>aP z8FhG9`m?shg#Ln0N_{urpmt#%KZ7yFOw3CzxT#zf5KZG;5GD%ylLhJB$4@OFCUi74z11`Nz zR7iJa;#x|tgRkv~Kd41D1GyM?*p)++s`CAng#55U~fYsf(z+>e3P5I;# zqus%M2)b$a;b}#~kc8jRf4nz*d-ialS2r*)7{&tJYy5?xO|JNn?wg9*_PBk&-jaWN z4*2KWHNnv^^Wy4*o~Ns3{Y{guUkPnl!W#l(sH&lBqHd$pCHpn&q$tBsnC0$cK!=%p z%!F0inukYukoDijC=tO57ySR94H4e<|D_P}f4rame}DO7(PMgFmgM`#?l08P!71O= LxKSc!`S5=M5%V)w literal 0 HcmV?d00001 diff --git a/benchmarks/plots/7.csv.png b/benchmarks/plots/7.csv.png new file mode 100644 index 0000000000000000000000000000000000000000..d3d9ca0d70ea51b8a7a7cba76b7ed1b2ccbd8349 GIT binary patch literal 39172 zcmcfpcRZKxA3qGAB;J&rM9C;y6e6-`*?VPXlaakCqoIiG**jY#D|>{pvy<$yN3u89 z>->E0-*sL0OShzc|NfmRA9?jNVQ?D9^chkS)28EG^$aQW z!b7f5Ng@B#%k73NI^%BiXWpmOFR^%0IW$sgou!qhk^SqlSu=i~QO)O{?Z3+HvyAI} zqQwIPgq){>3UO~B$cbDi8RGZJZ{LLye<&kTEGcWgf8Kj3FGs1dD_O88&%nrY+}&l; zf46<6{VlVYnApf4)ie=y>9F%r!tP7=>izbw`|hk*dD|Bnl+V0iO?$JyInOHQu{4-x z6`3J6XZKpuv1<0>=Fe9;cN?!fLj|PZ>rJs@9?(v5Ql(c5umB3gr?vZ?f+wkWR z$!pr%(Y6EG%y;L)dFtPMdwn_CGWQ^9VW0VUT%)6HIeJi8aQynPv2UTiz(Kd*q{V_K z0n+%mObUbCn`|Z(FZjStu`%D1?tF5zuO!~{Z@QVXskyn^b&=WndkSGF5tV|+D7;Kc z`UcOni4d3B4(5rRNKU;^rcyF8GQS?GE_HDa!^l|E3UyR~+sgY(6_fJNJz7T4k79@hz<{e_H3ir;_!Q2J~wnAJzV zdZpBsEa>$6_`vsj(rwP6P3tZ9`-@TXS8qiw!n+6y@I;W5Fd|08FjS|x{&?rXrhA3s zIB#8x^UBZSjiz%v2}Gtf9;+6|2iq>|zhyPs2P_j@=fB7LuGQ(nZN1h0b#ij(l&6M$ z3a?7_p}D!Td2&L+rGYNl^is)S{1=hK9EoDja(>6fy`W@WB6vFIT}}~Co;F*uy*%8o zWDeJI*{Rly+h^j}wCiNOze_8f=XHVkzDaeH$w;w-Hm%j~DMIE+KWv!SHfB5fb5zr{ zvb1;sBIH#zwY9ODgRmJwN7cZ50to~9GZG{t3aGLCnd#2~T z-2Z*BTqM})w?7*%c3MEisdGJT?MLB*I?R{{N;V(*xslzPUvj8fZ5S zeb7xNO7Z#kg@E~58DaP{67Pnj6d_lIhJa&@@sGYIv;vQ8>bZ44ri=xi9_L-vta6!c zDJDx6aOl`rj@F7|lC3>afqF*_wWGh-d(%q4+)g_#x!p#SHtR`=MSHXuy(c__WP2mK zUp1ai`-?g0UC|vM*6~Dp`g=1)7}evIb@DWrr5jrNGUO>6xV3V7wdspqTf=>?ZrA_* z8V*O&Ch17*h{#=T+xz3b?(z42AS;55g+XBz(;_JEAFA`+RT7WBFk9=k1 zp z(rH-X7nI`Y+v)8Xy35m1C3e(GiT*|+WjL=Z{-5(?tEM|Py%o12UGfttx9&+(qANP2 zHu2xq=6j%e*WJ!qd6gvJ=uSD)=f{7(@yEXofb+c2zS-l_SM#@;Q&W;{vHnXYmP3no zvpQ46(_}{q7n#z69#z@lqVDjhzd*l~OEjM3p)NeCZntYOnVoFzZHFr(rQIdUzbtS$SPBh}qFVlZ*O#{>M?pFmrf1^RPEJUvJPvIbqub~M}g?_Kx z40-X4KH$!PqS)IozSRO6YHHRVvBO9Cay+(uRX(a z9kK0Fy|9L6pAcNV*=oD6e%?pbekAuV-4#BoSNjILBuiJDx~jK-Ja`+LuhzD-{99p=cpu&-5jN72B zEkw7_5B~w&vZ%GF=d8mCfCxt^XiFNsS?{YY2I;#kH2U-7@Jm~-`f@#9sP^C+@_$5I zmaUW+&1Kr1dUyCr2AwqYK6|OieskaLC1(2{1?$3lalNPhb=c|+F9-_U6FH8fXAC0%Dh({bruOaRo%V5v(P7ml%UZ^_K zMoVXO%Vp+XDfQY|mFq)yp9llGE4S@pY%c9SQm5gs=?{4%XldrU_uMtXyWqUNU z6-k0eTr$6{My@I)3bv%aMLkhFW3t$vHQN?-jb)43fwSJS^P+8k<_p{7kFUwf7*Py{ zR7PEke|54ypU!gL7&?5Om6B25@peCylNRPI^aE2m5$8jMTxR|)J`O!cO|n;o{xC>e z$fZ5^@8!XzsR+8e{f4~x4LdNYved9rjH0^eCooj<_)_JMMtG|Z|JI=RDLb#LeAw7N zF3L_b(QYWeJ%o^Q=G$eb^V_!Qbx5?yyp+D}IHm{1<2pKhkDyn~y)Uuu;jWkrsL{&T zVjs-;4@5G~{*>4o(lxnXWL($P#eQ7vv%Tap)rjLgpXxa??l~E260k2D$7Aw$AV6C5 zM{?nV3Wbk`RhfoWE;xI{aHcopP{J!_zNbDQp%cEY)Bn-vZfPvL8i(#jE_Zh{JNP6%A4wBw2WWW``uS*HQw4!_+7Q3@W?MErQS`lfWddq@^StZ^2b=Qvx@CB zS1&JVI%gW1eLp^ZqaAubQ$|LI?8Ru}QoUkv{7kK0WZ0M0(bG3XR7a=uhvPN-6(suR z#TD;P)}fbnW+}#JLivATb~6vkR+2=e*ZRYB-08XQ6wOBY8}!-)QA&8P0K!Q~YxcF4wzpKA)!M;M@ zUBa89w}1FDSB`}wK7P0S%SG0wZfJaTJGds{GTX(%vs_RnLABm9N)yoUE^_`oWB%QDu+Gj#y61nYO68WoS=_tJXTXhDsBc28^0YWZMqc zPFE`C-GhgcciM6$Z^Ykf{u^sW{4w_VzrjPA54!B^^tA!$E5AGqS(J=uqBrqsy-zCu zAI{uL96XY&!m2H5?aGIQw$o*O=!oy8kB+Rk@g}zQ^RpQdoW}bU6yH1A|BTCSh+T_5 zq=~w@_Mr)>^dgyVd~!xvUcJXyJXJKe+d`*6k8yo{y&v$;fGG>-mbYrE2#~W-=9zWBuk=?MTe530DAcFb zeK+JiptgTT#ORAzt+E)D7H`@cRxY1?LiBo8Z_8WX*)%yNGCY<^C?ivOWXWZ&Uv}SS zR7BrxMzxrhb&XML<(krK|BxqN1Dd8@K4;_E-)LYOapjK+S*X$|b)=8_*JQgBh@tZD zxkSCI+qgp}C#O?9ws!u|*+P?MduP;1F+=Y446vkVSWk)Mw2g%5{wp(lJwnw|) zo!PLoKYO83T0A46(mv6z&Np;Sqc(q#TTMklZiY|t-&bOj&TLIzY5$kV(@M7(wM!!L zJZn*JS+B zqjqaBXNrhF5yzAoPl~#<-$h-p^!JG*)Y8f`0C)`_wX%yvA-JI&jL2OEVD?wS^+P6# zAMtx(LXm<9i3JTV>az&L9rRzX0Ivp}Q)fQUEyaj@_)iAF!@-gTQITVe+LSwGc`nSV zUU9y=L!SMb!|We95sn`5S{z6WPoJw{8WjLwaq-koF&A@$^*8^`r3k}^L$%2;M&IC2 zoV_sp5KtuG7#z5&DKB`%^x93mj2Cb*w{aPREFPX~eRgmGX>`ZFF~u-wVM4f@T+|T> z0~qHjmP~?;4D*ESrPcC9gn>|sG05~9+=<~6{}5gI*j`$=_NOl-7AW9Ojv}Kd;bzq^ z40@>Q!9cDpwft`6e2^)6>xO*cZ!9zF87~-|gCQBWYxdz2b*oGlAQc09h}JoUHTp{JrT@6T_y? z)Sd3WF>~L0F3~#EZ+~OXdeI%o$qY1B+pDho8$7FE4~^3D>q{z)Ts5pkYfEdZVm!Bz1*icUz`g+IzV=RAYdAHw>PfqS z;;O+SlgatX;dV?2iM%@*<~(i3Pu~%nZ9f7jf7;IyY-Nr&uU}}IQP{Q(`&VSxFecbQ3<2{mQ__iTS-*B z@PgdQ>AVYH+$+E;KhG=Pn|A6EKdr3=1*reC!>C)lV?F?;4gd;D3AA@T9zDFIWl&eM zR)45;TSZ!5$Ci2HLs5M+5Q|P=1_@k^b;moSRx}GOFDOxL)*f;B*29ph0FXf_n&0(* z`UQ}L@+O}KxjQfDXpQbR+<)%UcIiQ+o zfdUS{`1L<&R>!NIDfmluH2sX8!fCSHK0fbcv0l=MBPm)36U%LX_DOG_9yby4k3b4r zPEJJr2vicm;j`y1ZutaGH|YxNI*nEKEgwH4rH|7!_WsIscPN{`x`;QoT!;nPAptB{Vrw#`Y9-Cpk1-b zY@iykjvNP`?C0pGC20YF?lNwPd2Nge7p{e=s&(sQXr!4YwS+yB_zpmxk($aV4dbxrYZ8(zzFvI6!mL4~{Rj?qLZiY!%s`d0XNBCK?=;RR&M$&Id@AV2hn z+bu>Wh9}1ln+OR7=t%o=RO$Kt6oJyV(I-!TKm6j2uAeU$rNgc#Z&F`9Q9aHBN}qj8 zNrRY{|E4)Z+46k6NdWuleox@cpGa|%rL{jEcv5$MgucJfn96iyApn2~&?^qXL%g#o zuS^%N#&YTkxb8n)1mTK*T+aP8JtFvDuj4ym`hR&jX}pum=Os+eUlsX@*CgaRcfDr3 zbZo0B^xWcKYbD_cCcf56nkT(aa!GK}iiO)%c%dZZC&t3^ zt&8H-^XE5T+lsh}{RV`}L(OB%e@Lm>Z~0Nd`qER0g*#AhgI;C)v6&+yT7B_k=O4i; zQ4;SvTV!D5=?C4SxHM7UY+ARUE{gN4P{Bu!|?Rvn3DeOmdLhscfze^E^7yPG;zjfa!lLVfZv=ees$r# zEwjVVPi8MBeeu8AQ>#V7OV+%A= zW!`_QWIC9Yq@Ax7wYTTB4^x6d`aMZr!+e^r2A!bYAe(-bOI98eJj0NU%~X1YwM_geV~ox(7&UfjC$nPFTx97-A!q7cPXS4X<}l)HZzWJQvviA$ z=YHFAy^X=YM`u?QnSR&vBVp7*od^5Se#ngnpSOG*WnW&nrQM2^e%1knRH=>AxVCa@ zbyU|FM3$T8?1)8L-3^c8!Wgl(}Tys zAz!xCnYT#uL%z$FlR4wV0zxosQrJ?!D!$jqeq9)nMD!)ydj+)!kDsY6Jc6q@1eg=l z85d50PtFk{HGk~_?v6A=86!G)_|1gJ@WF7k1wZ(pFC*En^Jcw*)Gs%3h%?VW4UyD4 zi|wU@n-jgWW3&l1fSHSHB|jcy?;C?TLjz$2iMycCl9$!}0pPl`w{av66T+yKjit;M-z0(w8Sm7tp# zhHIGMC(Xu9jf@wn0V{nX89v*@u9=;n=Jn^bpaQrUsHwr#@$ry=F!&Rn6t)I{ojt~L z*+m^5TuRu@OINfA&(ISQhW(Xf!;|VMR<^7a^7{9#D_z`#iHRu_G$k>5U63A&D%O4$ zOEX>DP<#gyXz%4sOb&MB)u9w4v2{?dvv%k|=*+y=SREUVJ@`P^3F>;M07DavhuSfc z(SFP)v+}4~_#Z?5J3^PBTAEA3q*X#s8vnCt{kN6JsQ5j1G8MV3UZYFOIC$yy93c-r zKZ*ibT`^6>I}_ZEhn69dNIlc}FcR&iDXhiJ<5mDF%Gvbpwi*hXv4>*8>u=LnUU(qpANdk>5cztiL0x#hp(HQ`ibxM!B7)LT#W zo4;a$8^tl9f2G*)aGTfHQe0=+7+FO&Lv>=2to)v1rG8>xmtbjdK&Y_MWk zi4WfkFDPjd7KZzWA`%REQ?fgMjt0mcg-9~E0eu*I<>`+gc$a`JKm~B-gj*Ue={S+h z4-UEwQ@fHJI7<-2I|Uok6;8Y<0XPi?N<$b#(URgf=ovAxFVSV8cVVhcV6 zzFA^0^$(FkRM0DCc%Dn~i}a8P=MD{wB?ZOMR2==C4Enn^_#HK{r2!C-D?ehDa(78J z=?ZZKLgICQhl|ovgxxuUiy}&8!w&F}z$&$v9zo>i2L(OR$tP;*_$3n3X5+a= zSTW*8o-pFeECV^JyZh^-pB>(U71#-iXO>hbkqbb6MK`xHE|YpgW8c-=`zMEM-NR66 zRNWt~{wkjhyX<(+{SZLb%C>c(Ua^#8&8k3^*ZO;uY#h~o4X5rb?GdvN_y%O)El2Iu z|6ekrlzTlUt3x- z_xI-011Cbhi1{D1fj!4cPEJ0z16QxO{G$*R-+3RlV7$Rm)};F|{b->VE0#J8vfK6O1`1fwr^2eG?a6Q^11{B_fNfvt9nZ9~eOW}L4v&sqVseWs1 za#D-yOSC$I1aX<|v!zI!Nz>W+_1S@wSs|u!=});-jxh*QEjM$^nC^gmy}6xq+rGrl z7|=zmQH@7p{(IK*`QSFRCEPOa8V0)JSYl3cRfG);mRO6PG$XO2f6Z|4M8Kg#>5AL$ zmKQFdE^(!&Q=*edfeoEPA%gq~kMVb?njG9zCx*bgz0)afy|XehR}CaK@9ziAoCtlA z1E@KjP)jJCPEqG;qA6QBSpm4DW@<&)1lp(o^1PYdbj5{5Q3S=+(?XgC!CaSO9FvN- z_u08>SGm#4oZ(cr9k+h~v__@$NjFNFQS*V=1_a}nxt@{A$L0_BHov(Z!q_Eluab+O zks(iE4fHn~OIe$lFpf>3X#0ywyoFs>q2qWp$kBk4uY(9kzRNd9P_CL5>*L$<_ z0VnbK9&6}q{lCabJ-h}kx<6L%`VmC@+6ATrFe(}0#qav0d;B<$H*Q@Ca~`qEaq*2Yt3YxfH^l`)psxIObd|BzDd(Z@z3%__XNK2~;oPU-lmk)KV7; zJgKD-T!(&=^eOim<3}JqE#`kK|B$$@x5e|MkM!ik$`HQ+hbz{p;rK_05+129n!3P! z?jMRN1H~{|;a!Cy!vY(|VdH)9VvbTG6Re%LxMzv(!E)|q*c&zpG*U^q1MKJg`r>|> zd2U3on(JKGefRWg=jo@z=C?!gYtglTNe~p1PghuP$6$q@zk2s4*Oi=T`g(PNCc%Ji zfnJ~epExknu3uK34!19=6L@SPqXEl-Z}@O$b<-zheg~Xo>;H`bRT3m2m1#mPVb|Wv zJ*%v$X zu;h#{mwNqAqMe_IB2-ePqW^f%|E0n%OLkenvCl}AYtCS<`n8cByYcGskY~?2;e}}s zr$@ec5d}0dsV)*Mk@%kZd5hX`{2;`viY=&&jL6KI__9C@I0K1wUO>Ie2=%X47yTQt zPTv+*GM3lAa@T`vD4<2x#9td-#O>gmZY>RQjvS-5hJI3h=~*bJiC#4)D>-RC9e$#w zjX_%DO69kdA3Z7nDMlVL9u#W>5!on}gGG}(iNj<@2wzw+!kYe_`kEcO_{#>Q=eP4J z(~LMn`a-|J86$6LxcP6`s)G$ z|5lOuU9)_zV72cF;Nde3?;7?G13$|cSotq1>W(%#Ur^P6K9gAYl=gF3Vi&|LEWX_< z&?|1zA};UG$+#{;Y^*GhkrJ1=E}D@~X2FC}!Zps2IY&Pwa+)3fKg3K}7$F@`7YWTtl8Zm^9@dUY`G?W4(hBde|i zv!*fNU0pX1W6ad3*fm;GCL2z+c{JIfIpwE_`Tug`8yY1HK7A*Za8?Ub7)*q9Jbhxthe(Bb`XW=-S_IRiT$kNh|Bsf4=wUz- zyh)BR^Ys`P$5{WR&lJWq(nC9c8tT~(Rpp`#8y?yD{|Zbv6Nr}lP!0D8LD@+z9-H=hFy-ghdV));snj+Ex2`xK#6C7Bk)35S4+Q&5TNth6!g-6IrknrTYdsu zfW}P{#r&(w?1#BWj)8KMj8s9=+(8pVbqW&P7J9#|Fe=&ooBFZ=T}J^DHBxS22y$Ki5_o1rI2Li& z&P=1y#`Y^3zUxd(Qet~kXHW!VSm`YJ?G??nwc5>yt%bg3H-@_Du*)A0{Qj%$lNEb&AO{;7cqJUbTNZ=8{OO_MjC7Xk5TDNynw%igR4guw9V{u== zX(GjH)_GVg|BUm;pG~@AhJ@Gg`|lTv^@84(I z^u5pfTLhV)DlxE&SNHR zW^#o0<#BLcFy%DiClWag#Myy?3z9Dob$9>~z*_Ee+hcQt5x|tLVQ_!Qvf)j2NaVt* zw)mJ1QxQ0r>F?Fc0*~H!PWlh~9k)=bhO8VRc=*JYPs157dh~!nmv_kWQ5G`yJ(V-v zepVT#70)xQ zD&aD$RMROkzTv(!7)40Qk}!(HP&!r{_~s_&CuJ;rJfAEdGJKkZgXa(id(6|IV|8}C zseB^Fl<+7@31@Q95}aA&bul=4o^1XMJEZs@u&+i@j*epubcnWioxJ3a)^v~v&l{>3 zeFU)uTJasU2jnWO&mf>`jU(^?(Rkw)9S_f{A$@(w;+^Y1Th(CXO_&AF87ba+$5pkDwx3bI(Z3DMIj^y-}1fgtxw!w3ZM zi+9DFCz3gg=W!84mLbHUR}CKtntHE*xkJD938&GLPA-oG7hQ8xkKoYHa?emG*#(XK zo(%jo2viK5c_y-^i$BF}0{LT#@#DgQB4>KVgOMKe0Ud@C9)aOgRCj@r^&Mqk@CEtK zrj4KCm#*-~;2?WXIT)w7Y6tL5N8v_jg{DJjLQq2pnfNa}`i4=9aM}Y!_8>VLg2EWP zvIF|40@Nndbk`^}xShyr`BIPW30d4X@N2-w=tgT8K*mpK&~g29^E1*;I?pjiR1gfO z=IKZeJYnCR@GU|U1P?81N6`ds(0RRTx4i$t9}pL583h)>3WzQiWdCG|+@UX^)6swi zuZJ=xV#_NLD7$-Nnen~k|M6`4LQ-Htx!w<-KiT5GVNiC@qYD(70smU=a-~iP@nnLu z1|^BTJ&`X5@|Lp3-m_FMA|g~aFA-Y;cDfZgWWJ?WxU@RiU{bOKu}%$$Oj=YNZw;tM zUy~=H5q8T(A-AyG0t4`o(gK5Wg#s?#K?r$)$5i(Ja3BaJ+}o^&YSM`YS)o%KuNA>^ z;J58>Szet$`x=^6ODmOoO*`j3{LzTBsBR|-RFO$T{^!hDlImyj{w{Lrmt>YXO&WWw zP2Bj?8X1oYd83@#`PUP(dg#f?qxSqk0RS`O8=l0t_<}lwQ~_RRpbsbR>xrZ_Mhl%A zxAQ~XGol5Df<$enpgqS8q9lkzE7w#?#ehXAVQPB^Xhu7LHHZ4Y6LmGitu~jGmc5*O zc2;bgOhIe4gxWgyxw7&Onu1YE71o~c+f>$!Ra^ogSP-ikSXAXY&l1LOR4-)Oh-k78 zzO=NmrE-Ua)QicUWI>)=A=w2QP(dCPyz(4F-*Bhs>CtBP?;oEX9CtX-t?kEUQVv#XR*1mW<1Q69z2=IpFj0z&=Ax?Fsax* zo#KIGe_B848wM6}?N)L4;;a0>icG{4guW&n=mS2h;mmq-I-!6jL@{_V1+s5L~%y36sa zx_ls=l_l{6cLQ)ua@|w3jpgb604Heu7DPwmPzMAw*RLIVyhMr*t8D)LEXOK+3hO_E z^tYC%dmVuk4>>~$&GLcA=WP2rlJN84#VSHDv5TS~M0Z6much6wm+J?HK8GkW z+USP7*wDPWRzGt(jrK=Fp-opbI;k3QRg?pI|82zwZw(p(>hdnxsgon}?JuDxa#kTF=Tx}N(kl__`9SQ&ck zLp@bct87F*=WxlbAziRKoo6;p%;Ed{!&As~ImRUi>`gzj63R1zZvW*~V{cW+qPwL( z#2{PpQCAlUdTqNIW2%EY@PWi*v7cFcGyX%LcfhYK%`?-G3ynT2rTR>b*mxpEJaEEr z9&+M}trjuduZOU^5DZY*ocFq#GcHdEc6IwlKw(IbyCJOh{8ECVZ>1qxoDS^C6*jJM zkX`W>{qE|!zcKrk?(LSCNklsvT^~#fr+dJlmE+avT+-cYLsQ8xX6$IiY)sP=STcr3 zB`B$KCNAPh+j%-VtOm*B;aeo2FbFDYfQk08^z7TK{~Ie8xQQ0fDppRNf;Y=W4aO_4 zJSXASkdj(Mtq;M~BD{QM&AAooHHsq9bx;UAaS+%9TS@LDmx&eSjxSlfj}ZP7iTjU082ngMdT;>az{h3| zpuc?C{^MnSn>SvgojeUGdc~Uw0uD(un`%YIq9{iGNQ*%+iso71Gw%UOb^;@2fnYVS z^x~xNnrIQD!_nS)|0gqP8jyWxq)edqKxurvGFGJt_++M>b5W6}?mCDCe48YCdFrxVXQ#w$2>Y;Uv#nE#j>Xi`a-ALn~g}w|HE^lswD$V;& z1Fe}AhFf;{=P#Lt{aAKUBz`A;y!AG(WU*NIS+C}h;{7wJ0&$BF?-U{^yk{3Q7?giV zUFUwg8+r>+G@iLz!jWphAMmC8Nyepfl}$^2qltU@tKKbm-2jH#psjuV*hC?6YJaWS z4Oxf?Zp~UcK8-07&An*#>Or%co7p^mlY}nj992E9o4_Rw>O0&X+W#qUxJW#qrFmkG z!6~zMX=ngmaK-McQ5E{P8ct%%yYpiIe&4GS2qf=3{_gk>Xw^MvFu?R~EQ+bbH!V@< zet6h!gPbA3qPsqv(;(q}?}JWZ*NF_VA4KjSu7nhoUG9Zy)J^*bN+RpTN28#Vs6X>Mg5WMWh5Y-U*FhH`ja^z-ymbNN` zi0j-dwDY-<_EQxY1Q>x)W=pwDqhV`}C#^>eZZsH@s=NGl>k4PE<7eymOF^Rs$hBGnpwqBCU7-IY^w;=#${m&W|~Q=;n(_9;52P^QD8csrPN| ze?ZP4{B2d8!NS}U1Dtwg89ovZ%3lYyi60|Wiuh#5>h=P$!Tsm#i#p|Kl_=m?c%t@p z3nUB6xMve!J8twV@+4B{IgEa8znY_LEmfS!cVSHL#&z&9(0YcHST%(ZzA#A_^Ea65 zNl%|MCk$b)-TNKRYuRyu=B8=TzH!YsAXOovw*5PtFjq_;x|{ z%>J0ZA7Gkw?oFIv%#4EZ0b8 zU;}DWvZBtoOXrOZ*rk!QWDeO`OOOjTpoJy}ng0O2ffz=i&j-G3o zWaqmi1QQX_)xnhe+5nin9)n6(!Z?LSH9DwWo8N4!06ku%)TQ#z)MLWytlH-YgR%0` ziCrU)^FL{Ell?p`f;$P3>Yc>eKkuL3!g|2Dla_-CNMF*CWg`}r^zaCS1SM5zP7j6~ zx>h9XLi+zR?f;HdedXrA@ay)aU)#0lHL#vLi0)%iPD+sD@f>^ntm?;purMwYh@i&w z^v~DHKytdBs-g{+Zi{0|*{ch1L{K=c8QgG}vs|k99jmTO0D#3*cCT1{gU<3_u-I8n zM&^3*yr!vv}iN6fbXE+a>0i(7n!Q9 zx@k+T)ppNKK$;r@2-L3W5$~OeICbFIzZXpYK?E9ZmSN^1k1-djbpSiX%VMzl@MY_Z zGpd0=2#3wlJl6EyrI3M}KDfxo2<%p)xLa8&{ufZ(Rl?5GFac9f*HdqsEO#3HtPIgb zvpBCN8oK+0;K=dV&yUW4}%$0Ymm9)y*Y z=lfvYvQCIU{w-6w<^(=G_Kv7LezR#PKNxzufEW>mN`T=GJ_!pU!Du21O`Pjo*z#OM zvkxfQ%mGQs5$FhVY)EL7wP9 zjR$m$f2d?`yS0I)3Lp|{37Z&T?+S2~Je|TM*eb*WBM_Z@qz!ZN<`^3_+iF=Cf%q*V zL9s%Qx5B=#_Pb$!?s91wDBZ=jBpJHZ`!29fBt-=)o;AM;6Mo7t_EYa0A$sbdH|{j! z5H*6tfE?4cfz!U~6fJpKhDwarlji?|g7bG=W}YY7z5Bxq{({XxrdLL)oF@qAI#gQ{ zxuvImgg&%aAZLFm#uc83#9XoAAVGZd^&^YVz`&n6q5Ihi^!bDWj=b^%*gPn=T;7m` znbdd`E`EM%e8~_nDv%GJ+XRxdVptrh2A&(zmID52LK>?um1OJeY`giSm8YZ$ zZ@#43-S7aIL+Glv9n6iY@`niqdpLa2kjDL=q@r7I#{753zle!4F#Ht9AkG}1YrO{D zq^m=IoZiNhagl-7w*NZcGqsvm@JfcqAU-BQd0|`DA8c<6fFIa9w-JG+g%<@G3K&G< z+c+9BS*WGNtCPy*-&(95h1T9#)NsN9K^6gf`_344^BrP4;A1D#Ei@rIdIAPjjq9i& zhhU=642MI-xD}BB)N!i2=k7CXJ%_jr&YQVg2-zNl!w;G>tI>|uywEXdV4uWejIcN7`M|Vi=6j%42 z#zR!EjRAxZq`n4PXm`H+xZ>VdYLhll7zg~1U|Z7Hd?^Y{PwHJ(bkiWTok73U7>|WM z?hKTo&H#wMkVAmzeuX#a2q8enonC2Dq4!v&d$`lE2Tb|>M49c|{d%bV8dxdF_&9cr zf$Urh+^xj)3$A{xSMdy_5`X4k8m(Si5>cs~e4*fd29Z>xKJlj6Q|JISuk0+HfkXAz zdb^_0C1uS-G;q)fyTs7cBI=>Lri)!f3Oerd5sEGd6E#w65#Y>Yd_tXJlZXa{z7ubm zhsnswW>q&pMq;iWHBVZBED6I&_g=$uXrjrzfQ!5-u4k+6cntZXxkD&U$@Od=i78}T zMAIN&WdWWvZhj{ZI}(&w(d;MQHjr0cHFmr=7xRM~srvf*(0!&TqU3+{Qw_|(N8AVH z6FabDD!En9sFyPY#Ls9TS_fsrpTL2T6ksEh>rJ{cE!_fVD=quSg zF9nkNXqKyG{{mZ!0-V+kLHQe^vWyE)x$rL zk0p~(KxJ;Zh%4+s@8Z$zmn-ixwz5@H?GE1CL|z~cfmF%uCy&89d1yI}y)?D=(>yXU zoA(#LTyopO0%6_4a8d2XOIwaj=(ecKdU<8w%u(2J@Zaf{IbH~jAc)4{(ubn1l3r*6 zieR{Dj+}og%0-G`)*u{VY%D0soXW#9Hcr*0eA3s;_#Zk=OzL zfn?M&ZH2(Cd;!-2cxZyAr|<3xdGlZie4$>D4Xn)osI|Jkkdq!@SHII+)EY_e^mm|` zQdMLg_8T|S_WDZ}ivg9#Lo(tG$Vf{s&%dP_9K;H=+Fl>7|56~zL~MK-lY!*pSH z1<1HqhY8v({m|efwn2Wr9=P1)^(lwUS)hr**&WSzQKyDDAMM4S?oh)9-Hq24QU;8u zJFb*)Q&J(0%a)=vtP$pOLMN=%SxCn7?)rnGF;^Tk{weTgS%Dg}8zo0*5Fa`IlUIGn zf@NRUw-Rc}iw0J}V%}V0|%XRDai5>jX^Y&4nC#(7N+gaM5YQE78XU z2i4$-*4rIwkF&zw>973s8N1^ES9v}Ej=f8}jO@LA5EsD_7m2$gPlnh316Fitta3$N zEW746zco%#m5LU9Z9tZN?`4@moY3`8ar`zY$A_3!Fm5}7lD+bR0b@9hE{ji_=QD=a z{4KZB*r4kB^oZ^z;Jg;LV!BbCu0}rqh4sI)B`5!X&PMno?c6&cHmsmU#zO~AB1#Cm zWb(8NtbGeuBj|>+QYs}@45|xW4cIdqX$TA~X$4vA?z(rKkwOex)Lc*B%D*nYo_in$ zFatxLt2Su}$fmz<0FpQt?8xMoo^ijMbTPZyW0eCUM(u+ft*Q6JdY5j| zZIh;ZCh_8HK>Lqq)lOi&mpuGR#IBXAR$>l2py5DnUiT#}zP@)*GUmL|&A5r+JGNh; zedwQs!(X?y%C+$16G$Oe?YSq@V*!V&bAci~=MHu!16e=YJM_ML;$4vXV-i;abaO=N z34$^C|CSpWpzPU-8Mn5&{~a5t%?X^1)t$+TH&*yzr1|0D{bYF-ZP<#-=iaDmKsb0a zcc{~;exGH19!)e(1fKdYPBsMQ&jX-JAq+-$liTX$F>0Y%)sza7@L>fr3zoZ217LR? zx;g(INIU)hV^H;Hp#eufyXteVfP?D`-}#&Onwt3<6tvG^;{pob!*;Y1fbn@gr<+(Y zD!mXY&XD5JKhg)A(%Ot#I(cM1mF#3bkl~tgb;bDQZ<|C5KCsjjEurx5sa$P&%)a?s zqCtGOUT`wb{v6fL;aUoxwF)I>;3d&yz+vGSAiHd$9Fs$-_*ZtDZ2&s=YYEmsOtvEY zfG>FCs`t~>{!PvYp9}J|u0nq2B^76!mkFeHl%@vM5?n4PT}(wy&-_qW&(U30Nnijc zO(mwmcFHc1ZwfTuD2(KA8XY?2#`T!B(43mHD@Mi!cDb?69hjUR=t=~Bhpzp9lIEAR zs^dQauwZdM27Jl#&U+&)OmbW>S5a28p9qWJ1hC6WnCw8IXM9Q7^66DfYT3lapz>XE z19Gr{8pv?TIey(k6GPc{Ifwrs&~P38Z-G?U0nxHTGe~3zJYqoP1X4*>iFx24Pon7! zF8JZ5@C#Gu;d9lX6dI>1It@$Y&cE460G^r9es&^4{eC22%vRj@Y5~YxCVvQd3EMO{ zF;6kKiG`rGWIM@2xjvVdGc32dDk5d7L9brn;t4Sd^rz%aca@Cw4qbGZKR z&Du2?J4fQsm!=qtD~x1|BgN*=MsgOE8Fn;%zO~x&wE+)T2Vd~o8T|7%hs0L3@;mRj zUkDX2LjSvk=o{Fos9;^5{0Nlx|5X2jjUHyJq>UpBeUfAq_}Ohq-jZ3qsk z!^hjI7PFU3YpwclUZEy#ll?aWWIdN3rP;l!S8afu+q0++UaKmvY_qKv zJeBNJpU6eFWb+c7mzyK5ixxO^XRt=%K-U#1)5K2p%!}Uxz)7|z4mt1@uODhV z6gf0ol%){M+mMcL233k-u)OJ4ht6G`MOt$@vb^QjF&zK_>#vHqe&)6+j-cP z0E=Ub950GoxZ!R>sp=SPWz;lG~h zSifCx5VoN}QdFd|m%ZcO;NH862bt6AOhsXLV>5+ntpPqz1~k0HiIfw&Hqni zC38L|(VSO-V3d@W|6U3MNGK0lmyXDdc$d0wRE#m9|3d>LL6f&zkd)F#gGAa=dJtyZ zBakHX!1|uuKKAQB4q=avu}gmwGt{!>mDXC?(9=9nxb^?aw`2*=K^+vNQ}-A8)(vZ@ z+|93z9s?hO#?0&lrzPg+Mvy48@bKq%$M)$S`M$sleIf)cqKP0(bs7 z&^|X8_gPfaR@`f4VE%TK?E$^X%onf==+%Fk#EOceEu*&!>;{s+LQ6V+!M-Trlf`$w zRBD$3_3EqL79VcB<{mGE4wfH2;fP`@_Ic+EY-$X**jQrutiNkj;IySkJbGBc`9YU( zoR$b6iDL_e`cG}xrKI#H=9c-l1Y`k~k6qKP1I_xwIE1^534yEoIzMtId zMcd~Ff*hXGs#Q|ibSC$Rh|gB8+uDTa;}`kz|I6$1-&^YG{}xwWq(0AV6_=)p>Wf#U zh)abBoI#5$0X?QAJfghUzHYqZ=?S;`@RpBNuou1@hr{h<>}3geRqP2Eza*SomjO>K zGhJv>#ytH*QJ85fuhb)ZCQ`xYLBCxx?1jJUQ9!f)?m<1MW>)!Ozs^|zM9uEsojg4e z9O+2_4R)T6DsjxnbTZbWbpP)?0vci5MifGRd(NA8jNa!>E?;Q^IgNWL zpb_l}wWq@){=fKS=!+(StM}EeIgONL4ZCt`WIiu2uKN{I0PbTu;NdK<_22y!P9|us zky7^xOID|ndvD!b1nj0l_fB{1+w2XRqZVPPuHp=okth(y6Tjyk)E;ccsNCKKkRuy>WUx)(5O@g6 zX7c=wF2kVftEvmEPOndm>y1k8pN!2vpk~f2G)*(?$4a`}>Xb&$gm*esA7oJImvXOEf1_O-h}c`bGK?j)C36 zw{MGe4GgVg9!O&eAe<(1X{+ewix`Tk2lqy5S7&}CUyb_rX+@Im%ha;(w^jK_#jmXC zyN9l8w1*~D**0dNm#f6Hs$PZ7qXjO5-XRd3z3KgJ;F_%MMBgoH$g)sfG5}EQocsk%e*TG_9WOiS9hIzAim57o*t&}4XpD~&$Q&7+mK8rDLMRi z-}`YBsmqMp+{9j$zL#Et$UyxIH(L$GxRcL{V##%KDk)VA>O!UW2Y$uQhU4tE7v0_I z>@?|$Dy2TPl?ZvYdaX=@&8`1YlSq`%Y`H;drV5sb*MAM4rr5jQu<{CLXz6^MfTdkW z*Mq}OPhXwR!w2&UwH7OUcLa5bs5XgkGIPAN`0}(Zo*TZpd)@bY08d|hq=J^kqFVYz zLk7s=>rZ!R5)X0My`W&Ga2g(p{I&P318Uj8=!0Bs>A(SvE!ZIA*wJKAz2nL7Dx&JT zc@9s!s#Rf3>!?5s;qltrv}^S&7p!{iNk2z#gq~BFk7sF%dfPtvu4tr0S1hGO3ty~P z>ZHiY+S_8w(}nxs|0?Y*prYK{wr^0xp;M(p1qA_-4yhTsrIbdckr0sX6oXCyaa1}) zLZnNj8$=qFZV4%Y_q^Qq^M3dJz3=y|Z>`6*_GY_bm}_SK*FVnlIDSWamD@M>>sZ~q z5dDNJeBnOMTbDLl7BT(z)=-rmqWkOR8ylutH?1UT_1`@uE*w%a84=K@M1|5eQEG`0 z49T2uq*Nyia&E@{@tW}z^?Ddux$2B|&Cwv@K_)?S7t(U2=l%HNpg~itF;4B;6Z2|* z6sRe_#${6TjW|P9%=sdRvE%{tXsj0J7wEpj4c`7*?&%-BhuiFH&NV)~_9;b%(I?wA zDol(=#tnXn1Mo>{=f!hzMv^g|*Ufvw=Qr1T{0R>{n^H;) z*cfyQ3m-_h$eI{PNp!U^L`q(YDonm=DzM0w-aZt!eqxgTJ>%zZ%^av#Z?vA%SGK)C zd+{3CPK@@ARIpPxVG;3N?Xws6%i{7PYdxT)q86^3p7<*87SXLyGxq$S+zb~`Z=f0* zrZo|e+dtNnJS3eHVI+>Tc>D=uwJ*r&tWQ!awfty~bBu0hbs$&!3gRMFb73IyF<>3!g%YA7%s6WI zy8ANUB9+ZM`n{*WZ}mty8gwreM4x5yXmGtqC`+q5RxNq3@Fr_nllMg7BelDJ7Wd)A zN~rhI^1jSrrJL?MW&H>gQBp#xFVXUq9+UXcWp~B!u%X$LIrB9&!RdFJ-|9Nm_)exX zoSRz0ZgfPh@cOUs5Z;azY;m_-x=9eq#d>C3J+(Ey!#k?r=AH*w@p-;xsnM7A-{9bu zMWo=a=$&o3KJ^?ix@Kgcm&@gUh#Yb&RT4Hj7z5ptqvfk-%u*(V7kJWUyEP}FxQc0V z&UA38_Uf40bZueRKS*)7RjztVzjW5IP4V5>kl}B|IQna6H_N7*IPY4bzdzbnZohuE zV*iiFg!sqJ1$7rA%hPxJMPcy=7ZCmI6E26Mo=*-WJGnTy3(sV0zbW;e9qcd&*w~0!bKaaN}Nm81fQYZ0I{s#sS-+ zsplFj zaz=l9Onq_u5B|Q#!DhZ>-QDMevD}6sTvH`iuFlWv=q(A^e&)o!OK3W$P|>zEw3f*J zxhN)6;e+Xp=z6|K9GBRNH`R-0ueA2aUUWAsb;vIYy?9jJ<8x{Fyoc)V^mGn_*!P83 z0;K*do1XkV#ey)KQ|-mKYIj9NAu4EEbQDxG3Oz_3(YRCTY>^9fmb|BKEM3I*zm`@@ z?1mHk19s*;9r8h0IOX^5-kHtTYTwbeZzI=c?-i6!jvI`$NEOC+bK9ysty*+9%ezw& zP3${EN-Joe`^oAp5y=A?40eJu^j9p)n~Lt3lfgxngst;xyYDNKYD}th3$AB8IFUOg zhhZIR^4Gi(l7L}7Bq*Kh-8a3=b6hjXDRx=M(dxUi+6#djR3wPV9r44PPu6&D!mc^R zgng0+%7%nko_V;d-srpMPsl_4k~#W4RU>u6rPT4EX)n*cq60qr&zAenx26-D#roEo zugs2|bVbM1jiGxjlT`(ysgXDO9BbM_mx`S*)QY?!e_ zc_D6v)ZJ2L`kPiyV|!j~$7@t@$L0Dv@_G|Vw9oQf-o0IL#XYHz?Pypnc49v2%%8N} z^Xv+r$@OLlLUoAwd1QW=cYU{d>lZ=xR;De=;xJcZ_SB`OfoRc}wBIT2s9X=zpa+76Z z>R7o-xc-);|GwXd@4{OKDPI%k`A(jpYl*z?^26kP8O+KxMJ(3oM*Mz9-_(5n{-&of z|Nha8pD6Q%YoRVPiBCMAwvrtRw_`daV~;Lq;IF39s>RSXlIzLwcBZNPvNHeN2=1FY z?@Y@Wf0g7Am7>RnXkP=T2t$X;&%Z^#T;h@$&?mPkO#;bU`=9+r=FvLuU58R?-K1v@ zQ+_)~l64Q*C0sWP1Xd(;elv=%Cb@h{cw(2{p2=paqh7l0w)GO@JX3bEYjh^oI4`8# zRu^qi&WR1bKB4e*uJzgwQGARM#mH=D=F^hnPY#t%qGhXn1fi1@#CLV^nmbW(L87)Q zQRk%;yIX(QxIHEVg2%_Bg@?I&Gg}~iH@<&zZJ3(-LFE+fZwh3XPz|Z%C|4hM*U!JX zPY~?q#yS_vmDx`xz{R-Z_$KAe4XdL`If49~^Il1={;c20^m`%k&cfe`<+HFF9v4%xd8`G`+F8vQk=960)KG2M_4+?0 zcc6Ir9aIY3P!EtGu9;xb~(pm!dNV8GRL*;pJ40|b2czU0+eG@~q8Lsh{YwlbBgI&P$4Iz;@DOYmy< z!=$ajPp^nbGm#D|)Q_I%!gHK*Ft6Zb#qw^YX>se|H9y08q4F=%oWg3CTB@Z8JHA9@ zi6}}ih@#N%%Jbps$lI0q-V`DUJ*l~(W zYYpZOEFBtw>|A%$#h@?Z+!+QR$3V?> zDBNm&c%Y9c5^jQ65z)532Voug#SpZ6C^}o0NCFiWh&e|QXd={Z(lkx@l&JG7g|7*o zsZWjI6qN-&yiis&Rvh_wFTTmS2n2vYcs?3zuP?Tjq*0TC^z`*Yd_g=poPc+zkbpDb zdZZ;xuX;8ZoCkhPYTSl;NqAN+#uI3)Md*U+`02*VwPF=OYaB#r=Z7-skQ4^LLgAzg zK+y|KfE^nTM{RVXKn(0;Uf#Qe)ubRU40W70rs#I)i2uLmJx=PoBg=zex$1 zx)9M{3@A6-L8Fq1s3TwrL0+So445?ah|=qx32-!FeS=?LlY4>MBth&L*rk`FY$s#sEq|ni+hKlQ(UU<8lk)NQTDFgWq(2 zpMato)E%LLKj+MHP~mH{++38DxOij8D}f_LG@Sem*XmFFDxs~J37D4%WBGdEfu=yk zfmZw%kU$?J&zs5$pP2FPxvKYwyC%fBz&P{YM8|MOY;GO{s8Q+8~@LD*} zk{az-WWnp{2j0gb>}`KMKwpCaA!JdZnNz?(oUX~O<6x@11b0P@01G8)dj3BIuaBB= zN6Y}E?VLFB)AFUXC#Bxyy}@P+j6)cYCahsFRyzsA_JN4hoYbts7Vd8kR2VJM<0sJz zqz+_Z>S!9g5`bHZ;9+~~(@H`H;i2MrkJpI8LePhZ#TN{(3?Z5e{_1(>IfL$gxh3Z+ zS)oIe{=q1o7qxdbklcyppAT}O%oh8a-{vbhWqO1y))y?`C*c1jl`Tzaa58`^%DX#_ zetq%kC{*SG#z2sMw$!k^mj|mU`u8I}A*Wt#iNN+Mb;yCR=os+D43U~NH0p)ty)*@h zZw6hAehBJ|6S&!kzHw7?isNCf+$NI9p~GjE>7z^2VRKb}1cn4WxN)5bexJjSqz}Sg zWH8{r%Gq==EfTg4iG0kKL+I8h9DMq<1Hk+H_}%V+-Bvw-PM3*r?mfl;SggYK3K zC3g~i(S`StK0j0`lQ>j|tdQI0>RYeJnyke5Q^j|i&7t~DD_H~uBBZhMwyG8knKlSj z)dFc;4v*E2)cIB;4RGkCv4d+X8cv_>K+2s3f?yoXEU7Ay45G1&Z)DyB>ZrtdR+;1f zL(v}peQG!YrsM~eA%hNB%}NOxui~;nNmRH%VxYJ6f9TecM$&DGHQ>D@Kwrdi!ODgv z4TJ+dQN#1Yyx*X_g@{5cxp{chkscgkp@kWLK!+>N3*;bb3jiSWc<0&o5QZjK9O4##j=`4L!T4w{ zYi7mm8%2eosGC@{UO?lm^6RS?&idBizU|uV10g{>NEE0XhjBa)wrxuBc0hcrx|4>K zC5NG?OT4!~hKsxaul=0#q-d|=_(AdCOa>WOsH+}{=IV}=iz(8SWy2KQ3cJ0|mlF2! zE}&b?s`l4}#*mtc&o4R9?0kfd{wFS0`@as$?Bi(n|LEVid;?j>I0BksezQ#j1N&{D zCXEkX^EL%}AtNyX*kh1Ba$B80un;ogUAK%f>(6|l#0^d%qu4zC(k#`NH}#8Ze~+41 z0J30e&Y(F<_~qE{%1B)1{qfE^yFwg1HtJCug531obL^kBw5Ezb4I12$e^T&DELl+8 zZ6z8!x!$#SPu$M?!lffZ5a+dV(UEHRcd9Q0l$4Wr?1Ltt50bo;4C09n1Zh`#p^$V* zPCR7kV+8c%)DSISq8EE+PvKw2kOGW?t{vzIm4XQwSVm5|Iz*V@CwISS%9P>fg<>sQ zW?wrH1b>n`kV%vTIEO2{5qANQfaYuNZ=&a)0i3L_K<+DLxf?qtnDuXN z_hPcRNE-HmnfCZCDxwi{HRSrZ7NaYDk7NVv(k%Cr!R(*1{4XhcbzMtO`wfS=GxZ2S0yIj z?LKo17ogyP3W3+$@aoBelny}*Q(ka)d~`HI)lqX_2^JoG{AKKhLGQ0l;%5;NN^Vmy zA$HX@gX~=yh9=w$?;bsRB{bF-L&M<=06yNQ)Z%wqVh~)ys=n$^?aO$q|K8XV9n<> ztcXRFv5WFA_@w;+{tgaIMFhLhas}EYzFRMkL0lDaNStu~(Y8eGc~8XeKT>kEHPwJ1 z#0E5^?CboXRY{ATw||^nyt=R5DWJ`RFJgab!it zUe$aRklU2WaQG^4qjLTwzitDxmS5ccJvw|Jb{v*hkDxC-FZlL3l(i5Z98jo)Fbny* z`RqX8je*HT8CvHxZfw4bnMufD9kj7)8V^Rxa#O@}?v{g5kv%mM#`_|Wi z2OL?!7LD>$w8|eo!yg0+Uh0<^jz!K!1S5-BlJ=pN+eJgXdhPXmcB611cE^D_@zo=P zaPPy_iZ14telOkwRd?%Au2!ZwxJLCk&n*}CFrJN489F@SFuf!aL<_4;T`4lmNkcg( zNHM`q9-+q2IZb>vnv14smHt-n`BucU0?OEjM7O$%O!q!B(&TKloxVr>mi2iV@C#@<2|MeU0W_(^aC5=i`Y9W0I;XIq34Mn2f5 z!q%sQi)82*rI_>iyH$$OIZ_SL@SN*$l8#;lrKxmtP1a0~Lfn2vhjjy zNYfxHJWv5-YIw2tPu~SpSqi_kwp$^KC#JktA3F9VB|TT0?oN{v2KSIMf?R|78_j7v z8gC+P7qp_K>D_~GE-1W27ob(kdmj~^f;{OS{rbHCasXrTBR?MLgc7*`26XS~2_mj$dsf&%Z^0>> z+LB2{#TOi=IMW(6F1YAtnhTwpioBgrG(dk|Vw7L)*TfHy*oZt+jFT7IO%#e8-a;@9 zCV(CMc6MFQj35Mi&4V$G7T`_Ca=hjvV2btkNIG?gcnEEEk@|qS5lA=%KN$(lZaI*K zspnIAX>t=22Z53^rA3^o;Rh%;A7&(oPC3+_Er8@>xxvCVTmv!jUjgdR36$9- z2a+&#dH6wa1=w(%2H@dj1j`Icgmyk_xU)?cO_m3zux(9i;RK?O(d-z1KACo-YR;FLPBq;POJeyxH1IYbln zEn`Uhc~JxhB|IV;w}wA}?G_u}sc_&d;oS7Njne@p<3J4Zh$rrN#RBlkS-urWrZM6C zi2yGkaFqhTf8|8fZP1-y>G-CAYA_w&cfk4Z_aOjylSYjpA1RRIzzkgocKwDrw=_QSJMWHH$JplP@c+6#us{_k+`m~_z%qo@#E(r~;_(^v!0gO5p~ z8%+OADyWPYLb$j(jrd-}o)NV<4kP7;0A6so8?hzPLgyKhQ~v zGaYO323Xq>L-`>)&J09=eq#hnLL5jotq%4O;~4C5)rwUV6%}{iBeFrz;d<0gq{20+ zz|YOX6sQI59UEA=3&6XAFqgLYcfh_JY2IS3`JnH0Xn|3s7N|iv;1Nk6sP6!?j|F6O z%>710;|IHsC{Nve+{D_*yAcasjc{pa2O}PEdMrPCnPU_%%MdX1e;&ys8NIg`ZXuo` zgo*@PJx-`FDeeBE!xxl3$O8{IJ28k9Z_7t9**iQ1<^saK1x>;%=*8lZ@{;)6zxj!k zfy&modP)8n?|fbYy6{dA+Z)zq=lt^fCdj8^OeXfYAN zFj84L@-z7#pU-$_P@#=-ym;gKpa#bK0yV44u-nM|b2xRP?$TzZ2Pdg9BRfsCO0F`H zR#@&YfSJbvq;e4zb^$jbE=V*3R__}_E^Z)sH0ntc9ax{YQvmkG0l{b3WP`YuDF*B! z-48B8C_)8r8^(M#AHt#LJtdq!kcs3Y$z5_M7|W;+pf>4%Z7B!XY!hIt?fW2pgc(rn z$0Gu95EjnDi6eT?WBtT;6cibiML-uBK9s0%94+HeY5ACPX_tH{n;JoU?jL~NJ_&a0 z;D5I=2Ni1;eIMc{YyV{6)t%>@N!XUtm~P(QLvJxs#po<5d8Aghc-J4>Dws*AGR$6{ zso$j>D}0+YqK^6sy&FTcW0FI>uHi{y{>rUx>fdxt%w-gY!B1x28rB+UWgBs{C2*&v zJ&%kzW9Z&KY$w!is<5|>Tf8iZHWo7Y>thVNzgOL;ddGvc?cC6i(Zx&azs9zHER_Xk z3)%M7dcg5)cVEO;qv(GdmlF{v(a0(i4N&>DI~$~b8dZ)r0JfTP=`^;8?W+cZt3)Y2 zIttD_$`Jd4MDff?l0@o1+SuUG|M=&+=UW%d{_S1M%|GG;=JS&UM+)7~8+jEz0PHJJ zd}c0h*8E_ztA97x#(8r^t_|r$Y30WfuZ^O+6AV_qJ<6xI zFny-&rE#4>t&;q4nND|$No-T4OWQ>GyQCg3x0qS+lf=e>IYrg++357_)cjz9_&~#N z*q=F4n7c(eXW1N&li0*8v1vDto_zYen%Jti`zUf8WQaO{J=bvLBW>;Z12=|Ra1uad z6roS*BgXE3{D%+nsutn)xwkO}<_dj>JQA}qj^}>wqP8{)R-Qh2vU!kJMW~rB;Vty{ z(?5+pzPrT6W-ppguR*4fre-Z!hw1(~s1i zgqSDbV}wJRS|2;nPE^;*wtQ)uxbDk&;eKrW!&HHj+xyOq?>4^~lbDZ}8fUgtn|AaK z%%ApB*CF|yf6vpUKiXn1Uz1D=VHOUe*znM}^+&v1IFx*ELjMuqW}H zl}fG@B|hblPdUm)ZK+!{9;LW;Q=>KJjeAGt$HKV}c>CG!9}k6m{;cvFV|9A7CieZq zKz%oWXd^a=zb5={@%25Qw6%Ga%4`h<%))U!$m2T@CiHzeWA!J~5B)|JWp*hz?caF+ z`RJdN-?oA1Jm=cT#f#>>S4y=)WypNvj_OCQSxi>d&&(bg zK=#!)yT{u#qaQLmk9<>oc%?jPRF{5aiY%TCakViqv62br(XVKSVA4g7HHL3CM3$6f z@bZ;BnduUij%2DAzCm1-BBasx7u@xXPO!b;<3Le{+!J$OQ)^k-kVWS_FnYzUNP<>NBS0?8YcrBxBK{%J>HLKF`?aZ}z2X_hyBab~(#&5s- zuwPBa4uJ+slIZI99bnWINN!WU+L=%to+fot4r6fRQ1ts!nRqtos}rb6&mjGHH-s?m zsS1VW&fU?_!3!_h-d26SmizAo1;iVV6jCaApx3025Y%;-4g7nv_y*=3;z_yflvqT# zX@v6hWV+L$gr48`dB`KC=Vwr=D<+i3ij@@!S<=c5>l`i9?f(4fV0+JWmmzxK!t2>Y zyP#e9=e($oNiLYX>M%nnb*Gq znkWjbsvax#4m}w6l;%87wz8Z`frr`6(|H?RFctS+LXQ47Q~VP-BK(y!9K6JI=q<;_ zXwp#JLQ_)SyS%o!7Vwg)Kg(E7kld@cW{OMC@GUzV2|$3$?4&Pa34B zzHiQY3|wWSSz#i)bg_wz=XoW+O$5;oxJVt63565V>sEW~yCvpCWZhHOhZ?Uf@Y))? z841}6yX8_^UZoDR(U4shijq0-CKJ5Mp1Iy71xjFqMXw*0=Ry*f_g{{GrE#mA|Ci&R zW6#5SpcUS}QJ(4>Y!wW%mb3eeu87ryLU>+j3MvfpZi55#|ef zWkNHy2~J5#6jT<<=i={QIX!k}fa5-AWV+;aVdI~^@~Q^y=dO`&@VwENOVV-|@%mj8 ze?9iSt?7Q#8H+9KB}(fM85XCN!H0tp#tJ{LGbe0poT5CRr~xS!AqTDu_W`}orq^pD z>^JmECiv6XUx4BhW6RUu!AoJ47XYUA_=N@QePDl>L+yi-iHT>ucK79Qv=F!xZN3#_ zM-IxtkA^rb5rWD#e%~VQWL0e4cE1YJ6XIXj+`R&7_rXp^BdA{?v`lDtCM`}i+pHw9 z@F7Te%dCiFT!a{hDSXJEZ{P8P&uWpG@`0O?{6R++qZYUtIP|Y(Xhe~b5yg={w{2Y! zH2lPq!yq>NOwI7E_QcZMdjEw?!kIYwj)ZtmfBX*wr$7;mP9Uc(q-4LGmYBT27Au~o zqS@WXjktrFV&`8ch$n0d`Ksz64bZ>jf47xnf>)zX?2?j`1wRHP!e8c@DAO&J<>&H9 z4Y?!(<$)lYP7}cK>*d!KAscQM$k;cc`aDBGoyG4doq^dU*UOu!^GvWIP}%tNZdF<= ze)GeaLmV`akjBF-9HRy8?TY_XMJETU7kwx&#SuTivEN$dFKQX)`oSW{~XHqNL&$l}a~0+oquCa2dF2spE&C0`H9V*X;Z-RZ;ma_BNi!ljr&VROg>n5P#*o zK(MQKGJzTyhw8c#pW=n3OPqj%UMS*y+*@iGOnYVZ%CqPCS05&Q zQ2dV0P`q=e=vDfKX<69hAp`+vm!t@OsWS0^90^Mon^*B%iKa~JlR96Bt8X9gc4_T< zR+i(xHISfT67@APcn$lC4^sOlztS@>{a(FF)iz|4|p6Aj_>nj-c?wIninx6Rg z{Lq&z9Ie$bN#;|ST%YXL!Fk7#ShMZzl3B7jdD=eH>ZjP|#=Q2-Mv4nA0l=xFE%Vyh zGRfzbsKr5h*XC;M^OE&%HV>&16GrV6k52E{c1Q^8CGq$5IZLwZ5za@(E_@W(_v&I# zsX2BR^}XR)y;5)y&m^6mGlYwtM53CTv3zW^Z#yYEOeGTP)H-Y7mkoc@zmL2qkSi?x$q-zjN_od+0PV?qP}E#SJPFFB_5$ zRWAs5L?`;|sXj<6Y?OoGz%-QZzy2~)fE@zgkB{i zW=4c8kXJf~&P##U6(7ttL1xnk3tN3I+W!#Yx;Vb;I zW|if4iM{`rDX81={`@2ns`S2|y!b3GaT!8_>EEUC|>v2V%(s zREW^*oKveLX8G}l#qb?{K0>e8rD z;M48+_};eFS!*{`rW#-7)T<-%J#sFj15ZvGIL%64Me{w{X`zhQx`jm%RmL9lQsQH- z^1=t(yINcvXHGqpMg_BF7K>Mh$^@A?QEW_KcF0G1_jsp*r5~H;&{2}E>M@pSlV8R= zxWG#0P)J!NL6b!s{v-fp&J;*)5S>n6pAC{@1xi@`fRD)ag#{@4a1(y%D;YrdQs9#N1wNg$r|Hxe1%+sry!6TW9cei^4p9p#5@cGdz?V#xU)GfoR%&8+8b?_MRxFAc+a zta)j0gjpBU;0xcJ9XtwylCR!{CFH7IPyriZn)v>&Y*8N}zTrojfuO4)Z`tPNt)^GC zK`gAmQMYnB)%2HpNdNGj2=Yz3ig1}~JQ0It=k(R6TNYkWsvn21vT!8^NRT3|Aq5@!M`I(Dtmme>`6%Y;YnpM1+m11 zYaH4iqFooYOuc?r$yGhFyDDgxpe9V?)x=t$&FJbv^T1P$V$t+njM$d||XckJ7l23~m{Q9LQYY19!Ym#o^X)A>?hRNjy|f;I*jJp`6Nrza?HoRvK3 z4?fP0Bh{I=Vp3;%O2yw|g5gFscNnShEWHy^XEnYxk82Y<&jjthei!XbpCK*%<8=Om zNl?&rBP^w@YAD01Z_agH1KVOEROwOH4FHo>g&0%1YMe;;m(fMgGy z6KjB7umOyTKM6YdNH)Zje|H2XdnRV-=5pwe>9I>HaXspvKq`{&a@vf;CsDxn$Ks8E5*erE`$!3Jb;S2Piwk%SdXXDu~CJJr03$;rh z$8EDt)N0D2JbCmsyECoQBuiD_duYDg;3~0PC~xvmqglAjH9VQ2LLbbc(Xpkcb(@DM zg|}qaeOv0QY$tZ#j9(fHD+%FMYANF2O$&%Nm3A1GpY3S6bj@PvID^tL@cRwg>&4O@1@Vgqus2!Bgf;)obwsPxpsg6P&w*dOGZl2Hp@B$U+X{vn_2Uw4+ zyh-k(&tJa0Xh9%ffV{a~2@sAr2`f-7TOc{b?RP31j30`(tg#Y@E^PJj6)dAF^M?y# z>szH{IPacdKRunmyB~FTckTJ?)(N+&Fmc{MHc#tDQdaBf33{au4=8T?npCU?7r!t)&4EUzK0}P<{_!6G{@4DIE3TGHYLW^_==NA&(Xy3Pi&D zt5jMBqGxgd-Bg|h765L-Dl$NfB_V6z%0~Adf04^?UGc3y{9`o#^PXyR$``qJ368&wMqD$_ zh15?w-^)KN8$CF!r^jpP#}QNdxIiMt?~N#4xZVg@g}IIXXhXx5j|jJ-McF5M_zEV|^f8&v|9c+OK?cP9RU&M{i{qzPWtyrm8x_mapa57h}=O?vrVdHk?9yRIu0D z`y4-_{($gyy)vplLknH(_wI4;gGZ5%A15_0j-TihInF$IP?q*|tM=~DPf^LF4$AA< zMJ1mEBu1LAUpcC0DPd8NP3ws=zPxtcWyJF2dC+~iFopIX3h%E}m_STvjO zb+RoZyw@b`xizc&Xe^TP_T*aD&Z5>n;qSC{%X7EAeZQyX7>#6lu$zpbM;3#U^#82l zpMU3Q_UqsvN+?Qcv8N-uYeh7lVC7^olk(a<>;}T>dm8E4`->dl>w+pWkJPbxe`41z z4IcS$>~4d;rfKD5z>;4jkt+tg`@LLO8HcOP9FBi zm*Ri^R@|Q#8~P&bQuaX6Td_+U@cN@4KSp_iAgW7F;il1ZNhCB{IM4~|KW(S5Rz{xy z2V2ABef%fkoUqv08`mJGP7Of?;_N-Qs?4d7*|qt_#VX;!>-k2A(d!+oQu8|^J*!As zeg6#yB!UMRM#6GWj7Gk?Z0AHB3CMQ-ExN{b6YGd+AUP1gv1tFd9|bge`^KcwgyVv} zjx4lfD63Pxe7fxTBP)3EQHo7t(3wn-mqt`95056x@2=R!y@&_)$l<4vFeIlFdf+&P ze-`f$IC^g*&IVdgyY5#3!MSY>`WW$Gcn}`3hs=ddka=~07z;`Rsz~0m`R*`;$KcgK z%QM+GjOpRShy6%Y;M!})sXEKS&~TxWzizK#4T&9{A1`GDVXffzF9xxj7A!qn_2<>6 zzh&|LoAS!rqT3iq*OZRlAaA6SdW5`R)Svry$H!gm(=wuOkd2 zgjY6P^mcUL^*=RO|Hd%we)ldTJ(SIw%l#F!gWn$LG>tLe1~FBzn>t)sz{HfeorPv~ z1OOL$T|0-C(j)I9ENOyhSZY5aBF@~%;i5ONcTu}3pYQGUEKIO)6N-Ki4^)`&8QRpX zNUIY`jCy__s9WsNOcP>MukE9_43lIQl6Ez>2i|Zc5Gku|sM%T9(nFXn@?inwm@W%)Q2*_6+P)Z|Tfjn;6fB?PrHoo`2zppTmrx$LubVfgW^=Y5=8@1TxJ`=vHoy+P!Oo-4@#SN#v{MJ3H&Q=YIi5%oHLKSYd1?0p+E& z6F2CDLCVhvG;fy2&p$#S5}0W}WUm5odd{obn%;TO>RVYiYQR6-WwzbIplrFO7+95I z2ZIk(#x}EeE0!x4{FkFW#o~(oNiE>ue^mpdXUq7&NTpX;$!N(h>gLi&b}Fc%a~rdhk3%-vph>KO8(+SRWrtn)PFF@lm6SiX|)_oVZ@aa=-zg48*7x@6@3#}?w z8<*7XQ~fd}2h6>|HERW*5aZH-D_;7*HsX@^XGV64pywvr;TVx5U#iCyn-PKKGIxy` zHZy=J;J-XS_m)gz9ZYpwcjaNfM|Hw@4AyLOkSI}JxBwcCGB(EkLS}YvByKiEU8|H_~W_IAxFZuLm0%TW50K9t(K@Dd5cumB6>;5Np zld8+Ts4YvIFPhzJRWX+xz5MOXFk7xhcFXhgQxs2gFJI!Z&Vy~uwHqT(Tg&mA;LGSWMHt9mKeHPFDmDZ6u{B0oT^l_&52SMsd$o8|W16Kg;>-B+}nfZE@hOV~8?^?G{$aKy+kw0tCp%^lgw&uWejTME z^+JQnyaHJ}YKq{P3DGX16M)z4v@?1o9T)-m#attS`tg3q0T+h`( zJ5lQL{JbnAh820L!JWytr2Q}iF0Q}k%7A|`f)_#N*AQ5>u3_ERC+8l4ZbTjJ>IxhM zs$vkI6~8??+)ZVBebDv@j_+zoyn7i|PVe;Ym5b$ctd+HgKI@BNeE>ea6cl^XT(X1^P3ba802jd>E*&JF&O%2^LDV>~gq=lO^oMG9qvnkIP}o9+1&& zxpX;G#l8%aL7EgpQSyWG~rmHxo^e0)E5B2FQIduqn2K&3j^d!8^-d?TCcxfqZ`J5!f*? z&VB)m#pVL1A(uD(!FHffj3#0!tx-#L24NKY<#{Ws`(K{Lz%XLxFJQYdMJn17e`l79sBCXq;1=1MVB2f3*QYFXt;EOuz6D zY*hGFoSW2ChbW-VW)x>*8W89P#6==cF{mxlwNDfHho8d%lm!DJr} z6RO;N{Zcs1=%T*V)qc@T&#gJZlZgQ`{^T9h+v}=U8b-4>kc}74*?YBrcWVF5&J6i} zfC`d!133IlaAm=tX)VakfIt5~Hg=~1FvN^vI!#SY<^UfDwjM}Zss5Ws;{pxJp)`9P z76t@Rr3f=kCLmJ*r69Bj{!-7*2&yZ8rEajHQUW0BWzat%5Lkea>b>X@N1&U~&IjJB z()XrN#Cn7<1~T_OB*LK%=25G$OTTnfb;64f4%-x%eJ?{5E(T)rlDDd1hlr%XKzK}* zPSjM1#nbJT5$*Ow?rWmXGtp4ML}rvL2=RM&eyMW#=k~Af-@o%gdiz!~GARHdi37r~ zgx;wj8M2^;K?v6%s#AYae;t&*#^(4;L^!P>!0A#3-4=w#Nc^SYX%(BvP=y$Lc))>3 zL;_dgc8`XWMmtjB12@(tP<=Zc0f!H@fcrR^20wwP1Bv=lv;H#^r$On+400SKw+xPevAQh+ zkDoJ1jB>H=ghSv-GFy7p$`&weG|t1LR%`a>QmN{Pd9%;S8BeAN5Ob208T1WKi^B#} zM@l6FP6bDfCA>L^Zlef+R&o*Nfk~JxUme8bh?Q14V6mhd=>8ld_ArtJhrtBD?e&c3 z?2gU_i9{~_dqt0IES0NfwDO-E7ef>RmAqhQ!gbT*yr`be^&eQ=e#7V?i)^}Bgj|dM z1?NcqU#W1*=7VEaIskSEJVW*`*^JPp_TQnr=N z6erNS_>F*30h=ya+cy%9q#|j!Rj>6K!ZMiGlEkUot}|8kCYR^58tvsM2GM)+=*z~V zxtQfgmOlW7qa~4X>>yT!wn7~!x2P|yCp#-GgEATk%(8TRo!t&$VSJ#5$6|EldbssqWcED=gxq>Ds z0#v@;Hw;|!>qZ-p-||5ifwsP3rE})Um26hU;M6cq`@C2Xl1W%pd4d*hTxYS2<7pVr zk;(3`r#2*k>ld2^A{iBy+s!b!b@@mcd*w+@r2;YX1@9j0G*h0u6>{ynMNQWv;9+~_ zMlLL+scRXCB#p#u`?dFlonLVC3tr-=S@l-!fFqGTXPg%)9qEqUYE2%iK4t|pE^ESYW&ATLfy MPF=PLZ5H&u00rnT(*OVf literal 0 HcmV?d00001 diff --git a/benchmarks/plots/all.png b/benchmarks/plots/all.png new file mode 100644 index 0000000000000000000000000000000000000000..613a0c0aea46b1861e51c5031e389db03f123e7f GIT binary patch literal 40392 zcmce;g;$j87e6{6N{O_BNJ%#mDo73jN=SE0BPHD-bx;IEDJe%fBm|^W5s@xI2?6Pr zZti~l{_bzB`w!f+);V}^=AAd5XYWt#iBx?gPegE?0EI#kJ$!Iq9fi6Oib7%Q;$4E@ zh_O=ZBoO?DqsmY6Nw-2$@;z5Uxg_g75#NX}?d|P^@Y$$l_m4QoILMz+Ez%7C{*ZW+ z1RMT0NRbo|3w}0d

KP*dtSXym6e2R0+}vzj891o>(BTnZ2Q$t(N+``fuKP7eN( zk&)fB>`YJ|aag+LG%2=yw`$zw#c0d-c&_flN$1Z*EfSO{)Qt!@NnWyR*Vt6Vci$YI z#p@W8-m@7k#Z=f1$|Z2?-PFi^M6|aASIG`n>HLbX@c{j!#Ds5ctSa#m(e?j~E>jD9 z@$+A=Szu;mWgX4EfC@4v!NY2no%GvQ-rk*#puc*rpVMsZSEc33j}HP4zbZ^KuAorS z$SqCOt#-!P|NJORK*?#5VERkB#JHhrBu4V=?r1Ld|2adtK4ld4|rY_>FBQ?BQ-{PgU^+k1CdCtL32^*AQ^D;%otg2n@m*FKuJM{D-V$k;Xo zoMySqeJ7))wlz*s&sIq0oFe3_H+9^XGr6atk(zeT(`suN9_{zzd)O$c@P^a9F?=Ee zw2Tak=lb~kap2iuyJ6$uJPoy=Rn%oFeg@M83VM3JrjxA~hmCsWRyqym*@}r-4r8BK z{lX$56n_-y&3${tB;bGK<~s50B4L(cjf=~6_nppPl~0uO1{u6h4xS#a*KH^XZ&m#c zcs-D<$mTt65_qa5>bA&mjn|Mr@JIVFLygmK30J*JyLfMj-t?9)&#&?EQgUkYn`s1I zt>f{%h-!YGM}i#`W9#gFIF~rL|2yywr4Z3WH8r)I0%7MVDc20P48H-Ke5u2glBU_w zGV}T43Zd7BQz66_6SeMJr~AJCX|$m3$&ZPp@AxsB+|?x#Rfe#WlXS?R_H)y^`lb(nkvB!o^KzKHKj7 z?`4yH#9=F0YQmancN4L2(H9?l{#N^vJIDO-Mw1h7hX09YWjA)M4JC8)sD?%eT_wDLbu=V4+d4tW__OrOXUg!#y&YHRvUk| zN#IUA|0&|NX&N4IrT5T!#|wpuMasd6RAPk0>CT{fiLrP`%AJy*ig{Y-hKeU6J>&BG zT^FCPpKJV@V&zdc&@PaSV0&ZR)|YZq_Bpd(NvE`U#rr(U``O3jxWsh!oQbveLLbBy zO5)`|Jcd2e#fUso};3Nf{O7zxVHW@EBpenoi1@Q?6iPTFn~o7zyVC3R(5Vl$Rn3r(3Rc)#OWQM@MY z!|Co~qq?pUxM7!eZeXFDIsaXtcJa`U4+ahEPX~Vnh~8%GyMD*f{(9@;mQq>_)n%P0 zbg#Vv-{sQS+Wir%7~_E3BKGfHR}4q^GZkrk_f|QM_cv7VWPbbar`4P)5E-1vW@zlM zuw2m!&M7B+GF-rtDIb&2opL9|xnSncpKb@y3gdWgy@7GQn$b~Rs0l9*)1eXvIU&U} zf>W!2xmRpE>d+Xs{7H3x8Tl{EoxL%qJ0`!q7t-FPj-`1{+BWti-I94GoA^xPaQ3wo ze&LnO5z?!*I;9U^v(A4SuW?NwD9{#sopQ%1eW|NpLf@d$j`GbmE~?oUy4IBW=Lq6N zC`bccTZ5LdqCV1f){UF3gdaWD^f`>{y;OS&JvSy%t?R$k2m@X_^6jJz5H$o#B0%cUN))HyZYpzI`MVH=$MOuW~YJ zWk8`M?n9fn#$oWONNjJ^-0I{D)C4|{cjf|nq_2AXb z771GDg>7ZNc!3AgxP$#FV{b-27>o$H^{G}{bdW_xM&6Q%6(>S4532d)4Qf2$&3JY- z^c8vudvr#)B=MT*NQJG2Ad~&s$)U@imv=7h8X^#ZLH9;YgmY&C59?)P*KXm5t?vr- zD+_j(hq=ri!Xg5!5YKc0&@6x%DSKz#WH|c+}PagMK`QWlO`*2V*2bz=>b^h)6eC-c!qv$0k-HI+CFRgM} z9gSpFe*5jc?29a@Xj|>{fk`h2h=~(ZoEno`z9O$N>@5p+9>{t)kgGy(3!VS4(Pwwr zWvUrVaNKM5+pCYJE!gn9yx;E8ESF85Kp!9@C1r&Ewf9*C-W{}a09&goYFH-XN@Tp- z>S({cUbJdAfD$PmJVStS*JbmjNe#+gYiWccJOV zN6-h{{oI>b=+G-G-?1ksA7_}s#BI10wh-H3t>Poef17!tmy#@{znlU;@|99YT;xLI z%%87c6pP16<9NiBqUpq6&;N0m|IQ07Dn3(wARubEEi4RYy#{@{UHw<$WQ=(-ae-=i zOzSTO^A!L0wVrf?_vU;Z$%+euetwu$?^(2cRO*(CQgzdr_4Z8z8`ks3o3B>&c%PHs zx0vU%MJw0hXpxf-(ON!0~yW*H>ACc3fshBmIx}l1sd|X8-!sEgX@v zJvun4*$$Wg-rZLC{fonj-`VJ+3hUlmKWqM!j(cfT3QaV*C1b1SyO1W|>Ggep>-QH+ zN&nQvG{o?AUFe&RSDyl>oOtyOKBbAgv7>S;6kh0zBtP-Mn3k$wIlpvWXe5bTrCuFG z-Dr6gTx!$*etu=6>3n_HqgU$aqh;sOj(2%@==aT9Ba8XQ z^@5#vMI}8I;~u3y{n+Fk1E!@QJ7*N8`5v4Z$y)6O5wd@lIUVuN&51IxY_P6eRyd?7FX>E>tR z*W;gD<`k&KeJTzc0Ru_+_9)a4cDBFtdHBFEufG0BCqulLrs&W=(eGA3S(Hy*qEOxR z^$xPPE|NyWc5RkJbqyB#>6rp%tsmc|vSG6cDrQ|+D_?tIF_!#!OZpTy+b3O}!;zS% z<0cQm2!B;zy+dP>Sgldf7fwtpCu7jge=(9wY|*=99m1;2?NYBuHVRu&)m~So1$)KJ zMW6fZ9WAX&JFu2NZX<|%@#1yB=~40}!DLK~?@6mja@pfonq5W@8YgSDCnrmlc-xG; z&&hr9&c|eubpL#fpPiKGX4Waj)8pUZ6Y-u&y?;MkG4pFYvq|F(0q-q4*QYa1+`f2g zRWba3jay0ZUm4F`SL}6pId{-j{&Dr2l?c77G;C|3&ig7x&*O-zdS1&$RAn8O{ZzDZ zT4lq*W)iB1n(f*C7;625^KZXvmQ};qO+A9FU+0XvJL2X_UD{1+jF$-u?Q1fq_ohds z@^T)fank$myeiTwmjl?tQsXig_oSpjo6c(rt7g0Bp8uBQeg~nN%kj01Z$;t;N(;>u z3?x3pp>)HAiLv2CTnfd8KUqYN;_QD_m?ZH1W-Ti_6CvheAUV22a#U9nC9nJ7Y7OQA zWqw*!#r@E*&Lu^)j|abbK2Fb0UKW?Y^flszN|{>X^YD_A8qFPrZzw)Us81l2$3g2R zGu1`;EUNl691Ol%bQQ2%$O!PiQq_;jyViWg7oR+$HR<4Pa^NDLtMu2zXi-LrZju;598a*71^2E(^;I1$eXp`FG{frfYmnBu>t+2Z9s>reDwS!ceF}Mv|F=o@+BBIHd#$(ZA@CW3ki^;-ctX2L{v%oz>w} zQCt93rN2mgpDH~zHm=gfPop5nC&NY+JpxAf5$vimNvq&ktX6uji z4ivQ65>V2%LYA6cY)yR8Xng(0-~m zTqQ#va+SUKwDOdgK595FUd8r8ZznL~*|Xz~#3#iyav!aGc|}}iV}YP`_F-h^fRS=U z|E%*Y@!M>{bpa%!FkGO;qL{#qkZ{6lyh?+v%iEO>W7-JSO)t^RR|lYSO|RB1f8;ph z?o;%oD>v9JzrT3}Y&f|D7;tr}n76?2!hbJc#v>FKunf!1o2_CxF?8Y<+w;JYVbAHzeQ7Y)@^EWzYpav5 zGwb1N3!q)VhNnZ#0|4xJ&qT5foEidHpRf5EP5T6GJ(#1+;xt*m1!V1;isUKt?((qU z2#d$gqMGec-YfgxjYi)S`S^eYCn%@f?ih1w;*mT*DF+IL-dgC*nDMR!CJwbwIOcbw zzwh?l*K8^Y0B}1HVk;eTi8`P=HI#sngjp@DHN>Cb)653eZg3IV$N$}ZO-%wU90ef6 z*(OZ^TO%fc$(;Zr*~+bZ6M$|QEDz-~8GN$8HC+8gC~3(ZIB=!?M6H&7m1A1Y!oc&) z@RlpIqDdrqy}+J-CvAE!_A%A~IoG(6*_&xr`edYdKDF_5&){&oS8}ebolda#boRAM z&Rw|-na`%#3h`ZsPe_KA5pL|n`Ci<2?@dxtl2W~04=EWv{ImMHv~YR2u=A6KeD=YL z%E76!wbkV1^fO4MjbE9XgfiknY-v?KAqm$zv8AR)D*iGVD+I<*l~Q6dvK`0%&U5T zpRe|0JJBTIR(#b}9(}Kd-bVl9EOZ!wdWDS|`G6bs!tf0-FI9yEZVr$?Sf#FVs54K0 zf;E?vozosepLhZH3Uj`xcA<7RH_@%QXSuhhFsbKCyGQ>B;Jg}c0S=cw*v=3ho- z46uAZGrawLC#+S9hjv)iCO$j!Izieew>PYUsAsY?RbC09cCx&JZh`L?3VDac+?O?5 z9h@2ubM)+%ZL$AgI`7Bx((Hb9Jxv$)6>yJAQDeN!kX!KyH}#k9S6eOgT|z~9tSl=) z-Buazs}!vk1-f7hjBEZ3C!$GM+8*jBRY++bD$r6qJNQFf&i5454)tO~k-?p|!L^~! zf?GEQ1O`^j?Q+%K=ev@XX#ZG&sKF4gN|nbdcy>cpI=&CN!+VsJ^vj9F9`9#jUP#&u zCK@;RBwMC3$wfUFRZOC;y`~CMMsL)MO`P%+$J!1d@BY}lm&O&YHgn(O1yB7R&~UHLeB^CioDliicXtWV+#& z^KQLlWiU6!_GE?&s?#kKU@|L!vvwnh=^s@WyDbgiGjY}bHQexCjiUQwg@dNS+o3T< zwM@S`4b?6n6Q#zG1eGjJ))_d~vTIKRXj46(-G4@y$kSJVepot+yDxdD3olrl(!9K``~#G^-%Cyp-xG{ZHHgqppG#M z2@U1;_LrH<|5K8TKj*RKc|Xe>$S&0TXz>cFFLVA4pB_DH{AKS?uu7+W98@(b?X)7F zKaYcYl>6g3liGaiSB1&Rmc6#R# zURcz7XF4=vP}hU{++Om_4b%b_56}!lb8ic^KPWuS0F{HyuSA-=1_5Fqs#w!K=}8r_ zYI^+Yrfine@5Zf}7koYrJMVk*74>$LYzK3aU5CssU8Z6vsozqFlis7N?b-pNp9q}Z z06G#ENLrao_C8|{RmtX{+9Z6{X+K2IxL4x|+>h{gyyvd@yy+~|Br(?M zrnCI7_mO%`vC5LUKzJBfS>1HOjGr?!^5RX3qdEnuJk`7+GJ<#w8O%+J*0r})VmHmq z;swPVTQWANdkudvZuIV*+BeAma*Q|B;=@;_;j zu*Dt_!dnf>(eZuwn7$7Pj;bO&yT{RN`E0_B;>>Jcb@2x$h6VvFI%tObs-)4WoiC4d zE|3zOc6`9}Eoq@;*>O-=;jn-Aic0N;R7X`7>0#{#8PqHoX~zC+a6##&X`wL_iP5#N z5m8feKfG`+qOLst-+>K~14n|BaW`D6AoP(g<eyYWw>2dni76*FLlm!p&qXJWcj`U4}>FQiY+1gsHnv*o$KKb(_&< z&?2$73?E!4Sh2o$9atU;C)oUgSv;o};%OK=9Um@aC^K+t6}+ji>AyL(aB2TJCk5TA zhE!}pC~)4xT|jhag=9ZojI%gO!42~K*i&18+S0@Yjm|dVCAKqb6%VcZKmeMHhu*z& zK&@>{4dqO~Qg1*I>$=d>v9mPTy$^`Pvs4Awx!zPL;i)UT+xGx;AtPK+>UYtNH`o?X z4_GOFT_MP$|qnf32CONeO1Z+;-U-wRYV_(BQEZuAb%Pg(b?TzYUy6OXd z9MpoVy#}?@6*@6?*sZVo`cx5)GU#Ur5Uats$-Mo_t7qPRUg4#>kYzLSHU1sJ}oNk+QpsEEa^fCH2`=_D7R@n-el!8z?z)sCIhFXkWi!S{D z&9e1H#yy^^CO2@^e~}P;2(c1G znM&4=N%!4~ZZTTbWVx)(o~3|vh$oB`H+A37$N+#1S|h;=MltOCqQUT+Xk5HC70d~7lc+v-C5rh4#-9QW+1`FBe)01g@Gc69^o{c341Nq4#ctjUP#%P zajS$t;TeopMb2wwrdv$l`ET0h{RcO$c#-2~>CC>WHqCg(w24tZA|=2Nqto<`H9l!X zowd|aqogetIL+S4V8{zXpQ}D#SBkoGSbbeW40ZBCYSGjqFmsKfiy@Sclt3_C)yAQI zTHfxU0d*1s7q+;1Hhu9J{}pLy>l?3aVqytq6gC)%&186CKV)80pEFV9+$TYup9VL( zOx~kHeUfE&Gx^MkX2kFdULb?9wF+zdH`j0uvr~3s|M593CZP zm#+W2nR{qcXWp|q>=t?Wy@&^K*eY8W6&z;M4llf?B~YL)lDv z8j3!?Nu^JJ{u1?siR9>&hD2F}pe$V^`Mt6y>=riuUr7k~;F4%DpM4ITutzThlLR@y zM}E%7^gYK5Tav-UmpG$A?akDCa-eQ>7b`wUtA?|IzeH-Zk|g?}v$2!0YjXgUQTvW) z41a8Dg+-dG7d3K?oM&xMRxSf?N`yw(0qQE>h@tCCi{5l2m)UQO(8UulG7;ZF*3=O9 zfC4!1PWnPevS99PZ-xnwPqxlPK9y}(Vw&4ZpmKLvwua*8PeP0JN5ouE@~cIf!0+ws zw5Vx-uJ)or-M#02#3)R}6~l*dCWfCFmiSK3)V zn=WZOr^~K9D%=?w^|2dU(5o6NJc~Rq_sd|BaHBx`i)HK zGBB%Io$cNYn=8a~vi$k_QZS|xO0rv{LXRv%1v}fihzpHq?xpCoXBhJH-ySmqYOt($ zTa~`5I=B~u{-Xe{?JRt@K;lN@@gu9=bO-E|@LV2)Pf44JqhN^4tyTTLjpcB9w9ATG zz6FltZH#)z4ETu}{yhf=UfZeO+w;O$I|}O%ClK-3$phn7>bB!J`|p6`4@Z`_JU8_w5zvZ4$-d0XIiQp>QP z5M%o8;N8_}e=>We!FN9a_`Plc==8HkkK3Mi0Mc=4%n-1AZdmViYxhtXq8$V7uDTugP%p0X#0fw7k##8SA^=aly-bGvGBet2 zo`hf`cxs#8n2tsFHb}1Wm?kfp1RK4zk);&8%N#Oa#S!eibJJv3- zF8wTDpv(va!an~5e$Nc#{GlV4de(n>zkFuC;Df?p+q!$5K?S5a#Ehow*-6hB1CQ%k z`4~5vO^XnA3co5|*f}G`Q3TC}S2TfESud?i(zItPY@-I|-d-mmq~v6VhN1LS3D{-# z2ocR~FMlPYqkN1ym!D2%ry9AWm3}%GQ+u_ZZYlT?CmrMjnS{E66vo_BMXJSGttS`N zH{=#NRdpFR%7P+Vmurasqm(gg_-521LDa557rShIkMoh#ri}iQg!C|I_Mrq5u#(Li zeF#Go?!8$SQ2j8TCgLgwX@Gd=F?e$9zXQ)3>bJggJxq9;GjG>BR};{iE}ks)R%+zH%pTwF@}E=FRX<~-2*QYN6LDv%sfJ~#CT%G0cgYb%|B;5 zgDO_^@3e6%4RRx_FUwk3SQNC|u@Cu&Mqa?sjWh)Y3SN5L_fFbYG@?*EQ6gqwp`#0! z5d+Ri(3Q*|7ISuH@9y$YT)KcE(Y_LiBe_ybLNlK@w{TQ_^IX{XFXbBduRSR;tT!>yJj2+$uaU-=i-G+fumMYe}EXonmzzy5ARKH>H@*5I;T zZ~Te3fKOBkDV|w=f&LfL-+`@Rg?AD}OuqS_W*2GmxXlE#N-O9Q^$= zQ0xAryy=lOe&g;B1CDhKST)=3P{r~u@fz{I_`Q`LYrixzI$ixC6*Ax#Fd6++5SF%1xjItNsO8y}o~z<9Fu83^@KlXI z4j=Sf`=teLyaql#{==tDpyz$%J{-c@&{yVGdw)M}>>TL*w${QaOO@k9t!9Qv2*&t( z0#Ax_8n0HGguhR#IqSk&jaa9_plei0O$j#&)uHPx7A7fTD`8gpRgGOv9p#Ko%haE* z!B$>T4mb?KZBRaUeSZJ$+zitWDK-ppIy0SwhVDaD2n8h^&BD-clUHN_jVUNG~ z?UfMbFtd7>ZvOcE?6`zm@8cKEn<+xJan20^8Eh(agZAwPs9lc$WF?>o!_c`sY|Ipw z0GUhae*v70_`~7dEARHfJ9^-C5Kl9^G>P6_E-d*DE1ay@r0j8+AGmK;t6!kuWGuNp z>3bK9?}f1Xfn*_8)~{~d4Q@+u$xrgqRK<73L0?zfK4pp#iz~HO1wrO}7ri~CAcl~Y zwXlH0P3_KJSYPALbkBpzeMJIY$V>0O9Dq)UxrEy(k7d{m7AzYg2mZdst=osgKAD{o;=!sfsRh4=N)x@gj#DX+EB!Y+(O5vbTSutR z);zf-1h*5E-EI-PKUDs7w3gEjp|X3cKP`clZ^5Y|?a}gAg)LaK0Z2NcTd8d*{70SI zgL*kHi~p{mCOnq&C<0IMGx%D*uYSB`qJvlYi~{e`qJUjH0p>kA=?x{?>|J4KFhN*w zstQ$vEA4Tn+II zx=OJqeqV|~rpZXx?5FTC{#r-DF~0by4lv88Su9jO1H}=svemN}0Ddiy)72;_OSeMW{AH}P_`ONy#T`ImX~qSX3M~!r>>aIOno|sJOn&ed0y&M*l^&Fqb_K-4D@rkjt!_0g#oP!(b%f&+)`^J zgBo)cjP<6oqfS2_!|GDE_3@vpj7qCWeFxFfaJ_!}QQ2E5KCBA^&sDuFftCl~XRo-r zM~NL&es^nP0tBP35s0UKgY`WJ=adM6kk0jqx^6rIBlTZUjr6J!3fJR zwveD!J6~vT+Nj6j{}$&}KL|BOj4<-N|$|VP~eg*>{YOANJ#atj~gh+o-l; zsMyE=!Z{7Rgu8|d_|YhV2-T#xv4YT0^f{tuoV2|PRuw;9EuSy+pcIFYSL^OCJvWF* z%pXV4`LNq8;95KXIcphG9!Z!fQo$b$$ z*+TZCecaUkQ^B}ORca&hbDMe3C^&FNNWUH$2gc=w{5$<+I zJUptFvZ~%Nq7HhO`IySfaa4usvL?Y`j2$CNmoT^wcYHGkchj2RP4Vt!tB_>Vr$-2; z2f_q@jT=nz4Yfynly2}0Ggcc7May*b76sX5EQSN1QQU0~TA!s{JB=;T7=KW*7^=tr z_Mkr9r@ZorD4d&?=<@&hwHJuHqNJJ^dh=WOb;rSDTEp}?w#34^{l`E*O=p=>t#V>g z&}RI)j1-)8VTh;})C@u2Qd%@)k?}wJ4)soIiUd!P>o)VKHL5!9bwOCmOb%G4ed(B3 zQ#{m}JVOOumD^eQae#PX8u6+L&t;GJSk=YA(AF+w1q8lAqekh5(OHz3SVZ@O!rOdn z^*Y#}m#%_^{O=fz@(gZCrcGsT0tqjEg&4`0mDT{PBgF7;BW2A13}rg$%Z_+qj%WPs z%E$PW@E3Vkv4b`Mzuk?aMPB})2HeU?4C0nDY>)4jNXANQa;$YYLL$Iyij;sa0(}ox z2JWoI6`-$~K!-J005T*_{M#>xTw!=|So*jecF}F9saimZBmUit9oOGYM^|UR-Z5E{ zWe0_afeabe)O8Pnu$Hd_{mo1iM^~YQ4Oj&H)a(E&*C&S*KS;NJ1T~9! zqy(X8x9!7 zr@+bva+GQG8hk46%gS~@>TwnVc!@~5vM5T5%EE8!3eGhxwC{;$u`$}XfL<+z^3)z%W|1;b7lf>vN2vZcb(5l&2^RIV z)sr7ZuOK(82-I5n8{pDgiClecO>+P~Wppxzk>#n4yZ407LXF@OExT^|ErFptylLQ!6kQ3|BjEVgJ7|Lh_EQ$N< z#DZe4XhkdL)t4&s7_8RY3%4!4k>Ep03><{c-4PQ$kju!p;4z>EzWlpqZjQJEU!YbM zntcxM05g>j0A4&4{#*_cL>EBfc_NSq9(U>Ffe@;<2IU}$5Ez3L?K`VKH4v#EDP@py z{N_+KVHFKe%mfhxaz4&?gWa7ChTvAuy^RODx=Hx@NTLIrfHASeOM|l&0wWE+p4&+f zhIr1RmJDpWFF6c{s!@5SPage84Sh z{U}hUvzd3LHgUKxRQvEe1(dIyuaU^wtU~@0c z1e)Y<&g*#Qj~^=?49>ldw4GDq3Pm_SW)tFcw^~*~2@#T3DfFIvmZgooD^lTei0B`1 z_FMp2bCC?=NB0%&5^42BC%fton)z`*J9DK~Gqw@810n_~+k@L(?5BFS?MGub7iwG= z-o}oCK+3#7n4Jk}0}^-wtqCWj<9H#c)n}?yR5&u#9q*(=EEfAP0~i_H^3-jGz4eI{ zk{J*JJ~Ic)7kYY*KaI#=wq;jTx-gX)BVkwI8)>`yh^8VBQlcz1%AfO%a~1g|52h|` zr_zB3$=@l(rj*2h5CNA|>)(@bRUER(Xbq}T9L~LLEhVDTTAfWu1uIk=%S$gxNKf3!GZPemL;;e@K)7PA#NS^nL zhj5xS`WZX%sZMSER$dt?QQ0Li}d&9#{XFxs-HsJ6He~++X6OAC^Es zBW0oA@)M%J_(6nu3-$q9O)nD3Z&M98iSX0!#dM&B|`cIk`{r?xe$b#3~XY zdHA--D>Du4{;f`-adrzNpIav6F`f^);N)C8zTKk6#AMRSY77GJaxD{GX6)M)w`mn8MoSl?kcZ*t{hj?T z{X%?eVFa2DaxBo#W&6{tyic3k9B?Sar+|ThZ%xgS_-_6rtP6ZRfrnjFHflK_1)i1wUTh$L}B2 zPN2X~s^;N^<9&i!m2`x1#?tbSybAm%xwMts(=pK>77;i6=zTe%dyS1S2E0%7!>?S%%O;5}fHbmYJIPAFdI6P-m&|Vb{cw zX%=z25o%1fE%cvl|NF2JbI>%HC+a-!43{HDE);kTf4^QT+}^wwvtlEVROf2DC0c(5 zE0RO>rO!Rq28r_%*N(J%RY>LrltfMss|nA0QkPoO7vg@cq5NW^JAOP7FrSkXeB^Zd zHPuV&DY@%glY!^{+ouM;u| z&U~(#blZ^tDBs;z(H;-z`huYsByEOi6xc(-l%O-y^z{-%Mc>@BT~BA3Y6ZkD&q`uUm9o^ z8*)gVY=+brWoV=t;BZvWUT7L*E5C~{2?o)7)i$RB^pe1 z4B!7u^#COWiF2jC#HgctBzD<2&X66zi`U`|rPIzMlJv6w z%BxQXEIL1$V@w|m`hNXC0jZNRVlhd5&N&X7nv9=BXGbf1OVHlqYF=DRb@>^au?#CxW&z7M+H7P?s8beyVeo&)B|^ z^%EGS<;B%7y_KUFn~;Hp+CzWlesU+d%qNrjj&RDu=y}1Q1~DLNtd|>4wmPjiig-gN zDxc^ST;n1CG@N8VLa|iDfyM`AgT~dm9Ws8F?gy!tPu?#xpx@2-UXS6%TWq&`G*+ zd>L!ScBD9sTeno|vAH>mkdWpo_f+sEXbdpEmb_{0PwK9b^Qm|kfHG zi0aYeni_I>s)s;X|T`s)SZQqDxzg}!weoq*bC0chbLG#ic( zJ?9shDA)t@{)HAC)GjU^#7sT9f|usTet%`RZ@NRL=s0yt$5j-?VsN06G|NCpztxT5 z)~vki*e$mLP7XphD)r_O-MWDbP7 zSrOl2U=V=tteD@0ae#+E5AxN}#agvfS%C$A1$d~+rT=&Cg29)kA zFl@CgbCFKPp(c!TQUYGm3NxH8lxKqMY%j?64aHZbAFR zQXGPLi+Bi+J%nHF%>v}e`8`IN@FedD)D(`kAy2b__i;B{#b7F$xT=?{ z>sz1iJPkIUewb=q1YE27vwZiJA35ZGkf7&9(mVarLN)(ybYT41Ml%Za3H)YG@c6U& zPxI)oRk6+&wPoI1$tC^-B{;bRhSDyNx^6ubG2NKn36fOf*imNB(qBwjW~98|ERLP7 zO6R+JOVC%9uf+}QplxA5%hKY+C}&Zw0ID2_+zC=}qA^ZhgpoM1&ED9J7Er}AR7vXtxtkyTH$sz-Ph>!1i{qppcMIN0f|%5aM4fL22yU z7li2W=jXooALt0ys!LQ!FJJg$H!OqAWU360P?P{2lHTM1F;iI1OtLSo3TrjPGW-q^ z1`sBN$!KXE_5=csmU06miBWiNx&1bT#p~t|{EtWo{9o8%b}ulQkvgj}7{dIiRQdwI zmqeI$8FeE)1wXPYU3!AgYprrb0S1y_DC~J_x33MVd96sFrQ!mb(JylOW~$BKnKp3j zv|%>KOp4&~r|U}ecv^+p@x&4bQmH-9UE5Kpo)WTO!W5j(FsCF`X7V7V@k?*MeNy}i z5wK}J#~HOLc0MBJmIV}6t4KCfb4^jLdh2&u`48}kJ+u!fjUJ@64`K<6@`}OeEwgQO z{;9&**|Ag2N^xD5RrlM+veJhmhtQ9=S_%0c0MUf3EN9O4;^y>ca>opQvu8i|5wFBF zl@5hUkY?W@wz`VFSq055g^pEp+7w}EFckHi5_Y~Ez=^FTD8G!;)6)aRM)wAv3Y7u9 z{tn^KIUuxzJ4;w7!*AcU&~->}1X1fO0eZmFugb!D$jUsHg(reUI&F7cVAie!2&yHd zEx|K_bR#nS)RlHmC$+htGYf^VI!LO8)!Yi4arSD zkA>bjwJtDv_RAo!bdQgI*A$;4Xb8~;Tp*M^$Sqgi4Ty?`mzQ_=MLgVNiOuE!N`9I7CE-R4=NVt7UYUQe&W=GD0W{)7tzc`qI9z@)n) z_l0w3G>EI%50nxkm%qzT(A#)QAL<|@#kXDYDmxb;V$|gh`n(_$`;M$XEPM-)H(Txs zqfquOk037>ifB$#PZ2(k*?vT_nIoVelTlpf4+`iUw8U6sO;uKcAuM!!sq!;B3Wugs zcA}HF+j4cleF*=hm6*-l3sOYX0{0PfTBC2d4-+z~r;3e{x3S5?4|-%n_lKzSJ_T?t-Fl_ z`>a@=D+Ji?Kd^IlvaK?xX$6YV{70+q>pv@OUsu@w92n2pujJYz#ztXxI2y^P4fzj+ z{G~vxvQOpD!B&X{W$8Q2@nr#K0j4GA8&M<=Jc_ThrpYX)H9!2PIeH=x z9%icbVIs$l_o%_x`WjZ?g6rz&EnDyk@5{;M_+$|EYOpAN&`9GZEtLUuzB5d4cA=8jDtgDZU@;Q?Li)?6nHg0T%$jFiIN!xDk< zht$?+BCFKu+`f>8upmLBYG-NC*IBrqxS4KqfUH0-^tVa}~;0H`(}my}=%k`%T_aW(hW149^++oWk_ zFjanJC{aLVMSS-&u%5Xe22Kq#<8Ems#eepMsPy%qOM+Z;L-0#KO~MOoyh{l$S|9r2 zr_m8mwvd!om6r000LswX$ldQhh8Oofx}%33M5#)PLt-zKhP9dxr3&^@!_{Z--+J4F+S`V25m3<7e4|Hp1PCx?Lwx7>>7TF3 zV{WToWQfI?wXGsO?~8_``D#63RKDBREOzd_v*?|FwP5uR5-fNru)j8Dox{Eu&;oPu zNiPCQ2FXC`dg8bO98OoSZ<4YbrlDaB#KD+kO2n zWLIt8dTBvMcu<%5FV7r9&j(FdFj7xu>hGWS?zy3Sjjeup`sA_3qh&5v6V&EKws7gX zTHPSE+u!b1X(BpHvqWoaD_KI+FOJIvK}|A8FtWldAfOKL?eT4M$b#RSzHKB>uwuXa z2{xFkNuB99j;YZjq7Y5o=}(rKj+eupo8mQRVAGjYo))Z=bHf)Y6zunpAq5f?yhl>K zL_ynkg)d_}(Ki*-gmgiO^PhJ$-Nw(f`gcDZq<<&K=2eqfs}KSw?Bp<4fVROxDtf^`9=@@ zKtk}}LV|n~Ue@{_=HYfem?pfQUQvsD6^CnopF70SG&dxnWRqWl??d22m{e$Z_}dkC zJ1J=TmcV!g?1tEpZv-HVJ_OZUd0JlP-PPb7kztq<$cCE0%D!Bt|8%Ds;wRLr#b&DX zDjS(S>Ech0;uedVpwM(cqAg|iq=GEZOqDDBI+b{uB<^J@(`O5a&B97=F$4?4wnwA) zSYgM#FJmL!cb&A5z$;9ZE08)nnE&=|?V@J{jHWz~h(kPxL!pId4>{Z_jFjRsZ@#FR}FhVeGA=qT1j1-vJQ^rBUgWP`Z?k0g)7t?vO_5knS)L z5J_q2Mgb)x1Qlrn5kaIoq(S;V+w=Xcd;hq1t?OFna1PGwnc1`V=kvt-{d!oNdu6F@ zmopR{0&@H{OF0*V)up)ldvl7))VPi7-CO$bf_Cd};A_z03`Db=D`{Oyclyu!C3HHf zR&<2xadiR_Qq_ko$K56REmerc$LD~Z<1Q#?FOK2c{Q9(ncA>;#;QrTGM(cxu`Ku?z z!Mq1eUuNB7rq50$&YmQkXCbzK_LJPy@1Avc@{4}$@6`U;H;vCp-w(t1y2yBdXV+>h zM17I=Bkx~-wqw2qQN0sR_c|-+ZS`o}qt$hRYQa}%0$D=(v~|4Qms(k9!B$>3Pv!Cy z**q(#&>kWW!K*n3rqq2O)AV9>NPz@I7`cwPjIW?;R$|`09V(Y(QHtknV<7@i#c1y` z)h{Tb4dY-=+~7($2Z;b@G%p&J(#Ef`P^6wMBP~|4d>!qu^?H3F5EhNFMju2HOMAN} zXI@iH;-7H%8od@QyFJ6OW)vLOQeD@c7Mb-)BTQCXtNk8bH{j+i#>(Zh|0jLp1U|QU zeIaX8Z#nj9@A8nY>CI;G`f*PL(-Qt2Rk-r}Cg*Yio_4Vo-|z{1x?o8O<=5Hx&Xnf; z0cq;AVg4mywXWB9wD5y>21a~DlbayqGogOJSm~8_v=HZXZqRuF&$0tBR6KHIN_{RF zzm7dre3ocFBf``)hROBvYJ$?!t;M)|PSsI z&g=~0XQMh5ul8BQvp=!E0o+#E zeH!-PHpyuVqUj{bKP&|GmJP$HzL#Hh5e; zU_w7Cp_vpQdAOLPcu}nW<|^zN8=@*E`{ee-M~gWz-ETFCi~|mVrFo*E}){!8meUNRs>jTBs1}?5EzSg1F@9roqBzZ03s{ht3JmdQv zeG=--(VFE?f@{vAg*O;uwx|jlH$N?(1UZ2?`=*Bvz1q|~Y|po_{(y8{@Jc0w4MAx-533x;Ka4~b_HSNA$UL7u>mN;g4r-pU2O*DQ|Eq3oSUSi|I8XAt;qg7L z_ttI|6WI941$OLcqE3hsj>!pvYKU>ouW*uwr;=R!EjN)`0R{i5=@gQTzoLCdkMb~% z5LCEATOwtD*kJ5iNOS~mdc%A0ScW-fLeo}VzRxbFgZf$kH30A)fM*n@Y8%BnyM zeJuv(kLGi~x@)sPuHMX5Y`hr9VdMEEx`~8c zythCS4ZxgPO0}5FdEW9#@1gLueqS3aQ?`)BoFM4Q64eCsmXpb~8c4JO7NJGxe=|~D z%DZ2m5lJAyYnxRb@kZ$AXnFB#A7E+{N@3hh~F1q4&z*IWrfG$e!2onu5J$c zo9(IxKAr3$F3TToTM{L)?s9x(s~BfldB6J7e7!HRYT?YVfN-JGjiUR?i@Ooyzwaz- zb21JF9w~o0uGZ=`tz|xNyQ6eeuWhOG>u9!tg?cu9NtuQFn~ifA=7F0%1x}ja_a@i! z!+~tCKoPg4$E6YnRcX&fxV@{c;_caeJP&-jmzT@kKj#dv7Z)r=7wG5fNR=VI0wv!| zHTH`S00p;&Bx(>}&qA|m&zm8t-d*tvrxEu$kI9XgTTaX`562lF1?&-I^QN1uPTWzt z(!(ZkAu8codt88PqxFo`R>!dN+-4KkTw{{&*K4v(32yh2hHKg=S7~tFtcjA;E_lA= zI*L&!$<9>z{`u@yd5K)$T0E1tYvAh#dVA9JX9RC7O7ABA^X15+feiY3+7VTsEd50_A>9` zr}QVJgL64NjXN6o84Ex)tJxkb_Guw3$V;e$c<997%dI_bbpO z?%ch=3v1$&CJ-G79+BQ`M{sh2U%#EaKzcrQ^*O=!F5Me7V?DS|;Nr^=6&;<3gn|!S zv~)*XlSiZrpBM?bE}!0Bv&?1uJ~3|mLE|dHDu?#7t8qP%r@y?Oec!b;RU1F>3n(_{ zeY4-B$2{TRuX}N}hp}B%BfLhS;Q~gR_Yt9;enZIE*65JXv&;tPdw2Q_m_qBTosAg6 z8f#t77}9jPK5z$8kNDa1nG<8&zt6kl&+MfC+bUj!`oR=PmHp%=NjHVV+y?FV0>{74#IMiZgnIDZ` z9_E?YjS(MuYnPuf$i<$-!P)He(_&96FJZjdCG_H{IM?47nt=1tD6Zrj`ykM>KRmIm zZMd&gb3gncJvyBN=Zbm%$WQsjD68DMHtyyMF+aw&z%%S%S170^KTF3sP9K3*+TCY5 zfe{#5zcX+|zq(Z+>d4gZep&8a<=JSDb(rBEku|}kgl9?j2R*t!KjVwzDzQ3bWTeIP zE1Ii^M}~KXD=VgcHR}1COo2yKwZC4W*_K6JX>?hY!k+#WOUb7%gGPiO695|)M&jd1 zzVV0!$v{Axe6%Y<=RHdzaBddT>aC8Myj#Pc1vFXfroCOeHr?zDW#&B#dT%S%Y%Lu* zXE|q&xlZqRH>Z>N_1R(iWo<59?Mf0eZok}~ zsi}G>jUF5yH2f&%t`c(CJ(v;wHa+p^t4B?z!s&+>c9Qx2T~z#m=PN2`h2O9z|Evgn zn9xg5oOf_~-c?R1M=8&0JdyUkJjB;IqUZuG{J!>#ME`}eM0; z=rH0obTl!Z`>y-Uw}3{>rum|fIdM?J9{H)~v5lQcVZ%dl5w+>hb%9bJ>ychr-9m=1 z<kBAns&nl;k`V1|xTMp0@QgArbSm*Alx`+K?*_c*#Cd{>vEZVI9oSpV?T#;qnoKxd zmX>5fgIs;IdHGHxXapRdeDJZME>fTE>?tuAD!%^cRvFhikHHO3S&C|@;?SgT>a4YX z`Zva0eG+cB%XM&l##K;o9`9|Pdv(jfo|Our#v&{m@a-i)Qu@k-b(~x0>c+)v?uAw8 z;OIXp`F#h7oHI#p$b#dqiI=#S>TA>4k4gvpwRq`QGZ5Hio^IP0Jj1_OwzTzSFg@3^ zCXRn@q2}%SWJlPq?b)ZXo?H(U`nY%JW}Ff`L$rT|_%v(o zON?jIo9)1tb|pd`9d2i3;@6FNE5^Q6zZ)~CDBj5wl=Y;QVDy}tWhjI~hX4N6FN&pp z+kIyp##SbAzm%KVIb!^I8v4q%zv*M^7Ra%rr<9-1hajiVNF!%|aMc2-g(0Q@?FZy_tr10xICcP`RmzpXT;}k;f|x8E}i{v_0ut5gXCw3O_5@SeGf5_W85zrmKUgKjl^Hzh zJHP!AVYLl*hRALH{Oa$9_rf2S3T>ATzYV_~mUr42duJs0=3Jy&$KvKCl`EB=32_jQ z-Fgxo{i4~ECN78VZ`iM=V{|xVh7J2!rN70LFD`U4-c-Jv@EAz7?(Ws4BUProR`>C| zvqU7&^<0ob9}{)SrBmWtO!IU;wHUOTdqb(gzeV*VT7qXvpUKZJQCew~dGH3(8%rrP z3DF)MTF&K3Z}j?RV@{lu9@E6k@xyq09q$1XI{(i`ikmx04R33f7zys$`)1xoEIyNI ztMvmeS4P!T&%8~Zhp3NuVNe}=3B|IMKN+x&673A0`-&rk`*9}>)4+rlB{JWT3d7jk z%-U=>l5JUomo@d@)z$~w695YDAr;=iO|qaG5}fpByo=&t7-32bi4LFpV!z;o?mkr$ zC_o_qBno>!?o$HgE5t093k^?eN*jAO^zP@uqq^|aeWKP^=#bvI2!_RXyb8oBPnNTe zLZ-ui1~u1&D?4+rz9)^-TD_){lxl8Gfy58$Cmh9OzhZ44M*sL7)^5D=>s>~BaD_bcc_ zJ{RlRI*_c=-{vL8N$=q@?{~ncli+GH;bT|62FXz;cxFF?o-?ScRs^S>1;3sJUC)P4 zilfPd#;$w|a!>_W-}NYiiJkF67+_Nxy9%4$zgH?j^v9I%p(QL@xA}z{Imp!(*L#02 zF>dgOWVsRJWTQh+A!X20EE@ORTh$lwTur7F0oDj3*mvvy9g;$3G7wHLhByp)wWrYb zEATOdqD3Bp&I0`zrJ!xB7Wl$IjExpXG4kGk4Hm0Z3 zww?HbdB5s$KaFC-0b9B|VF-gby#AyqIK=OugU8`22xUMMg)pFSaD#~}d9kw^;FR?r zphIqu;9%)}gNkBG(aidP(nNFOH%6DoiLnRad&kGYcoD-RMxZ9i!N|zCB&jO)eAxwr z=|xPad?HLgB|1bsOd93M=e03;IaociS1p+r!*uOh9z-8V1N9$>$P(%)u80x=h;&+o z>KNn`;b1ZHp1{YK{_o?bf}n%>U>h3v2tbQ<11xKI5Y*Ov-V;cYxseJu$dI0b{53Re z?)4v8w2Bm4q_iBdyJX0}t4nng3M|UNTt%9#q*PR|rac?iK((C&-tg3;Q{WZe2lQKu z8ajwlp4c7teFQvLE_6rr5*?6NT0TMg^iaZ{+m%E} z7|_d1ZH&+XHzWTO-eeb5!VpKiV0Z^|#5j|z5PE(9f0Mpr(NcgA3=eO!)cBedn z=FlwCT()3?Qm@Dxer)rgkuuRjbGEI=zT-dhFJJ)efSgAhM&ckt59Hx@IqK;Ja``_aVB{Ti@D$6|$jjDnjdlsc3Fxv&^ej}f)pKdr)D$j9>#HmaLH z6h?BP?f^#n%&?I#9ZalntvFP7VTZU7-lrV;n1~VlZ=uo@3|be~p7VNH;b0aR(Dl?9_$?3? z7~0@blV6YrCy`)dwfu%-N_+H=gPffQhdm@qfCT$YmKXf@JWTak;+6Fp~ zO2IO9^?f*86Ca|G;}BspPP!uXCZb?ReE9mi;Oh^H0{8+xh_1hZZ%^#*O7Wdx zF`u^()4yh}E}ON0jXJG{rZuIcU#&ZMcM;YZ+;8))HxUIhpT!r2P+S6LK(EI^QeR|L z_ZBg7ybU}%y}Ta-d`qO+2UdN{KlF5Tjv4C+MFeiZyhCxsMF15I1rXS|#%)1W6HDbGC~H{pmo0b<-*s!PiX%vW zWZe}9a`HciP5W=~_Ojv=g5Y#K;K;$v7&Zjxg|vx}!!5}z8-cIr+6~Ycdzs8rBP4fB zP=*xby7zKXfr=jV>djeAZ`z=r44=LF8jEoC_O7+(+Q(p~-5qIEoC;WS{<}~wVTd=< zMI@RN;$D2VgmU-&n*As-Lb{jij}A^HW)hz`DTLoY?{_M&LaIy<22C^s{@~br;<+^5 z*l-}pl@V}ghj>Wwod4Aff9-gKjDQW!R~(`zy-3deu-p_(K1Kksp6@#YkwlzQ);I!a zWL>3|^b=-`1swLbF;n^#M16voP`%3$=p%gTDhY2ue>d&9=iPp(Wyrk0N~*u;-@joe zT{}8ALXB?ugSgDMcY!phyv^5<WQbj>UWuN%Mr~B2-F26PSMxV|+yL{t*VoU~L zAQQQbUpY7G(BH(@DO6{a1Loeyjut0|p}RUZ*(?)ltdontB8>(+;onV0ijDO%^H$t9 zRQ?qa2iBaScS$BbigbP(n5qgVC{3Bf44y99aCQ_?Z(?EJ3QxthTRKmjm;)GDCWVYE@RBogf3-YV15 zg?Im%5Ds8)g^KpQg^O3Ae=qpx8zDl26coU&dHT2oIHtFzKJhA`-3f(|T^5H}WmKFc zHeFld8clpe{jB>^0WOB%QT=7Dl0c<%uRWQE=5i6TS?h_@hs`^K;`y-cS=SXwT7!=6 zrT8#7AR05epwH7i3@wg4;pQEh8S5X$u_PG>m|H1% zvKduvs9Bp#plQ;#Qs-5!=BG+2@}-A{7JasUcB&R|dSKI$Db+mYK6n?gs0wJx1yXv< ze}xO5VpS8zD4b!D1_uLM+WvryGUCcwWm9R&)e?(ftzh*D(VKol+CeXLV6ogSowtnx z-@Ga4Ns(_pnlP-sNINiFr_6vwGhc--2|%8|O5J{V)&W@Z=7UTu4mTN(*nbCyEu#=b zbgwGF9;V{*3&N8gXDJpOu`NngdSE-FqJ2L!xc0v;JUIR4xo6 z?GyZJCs;;XcMlsQlpWqxfh6&A-%Y?$hmAxydog@B#Vtd#7Np0zm(`q-0<_)~BO=s7 zU=FWcO1$`m;ptpOAYTKU`wo+4=v%XaGHHW|s9(yDfr1`EQlZUoH3#vhu;H?Tn}CIsiA{kgb|lUBJ6#|NX1h9LQW9zua5g*cTf2 zy4K-lOZ@#FS^a&rqz8~;{Cv1J(3#bH>-*Db=rQ-S93hTm8@e+Pq9!7omwAEalf6`t zJM^;hrp)_LlR{E}o&#H{7w{2M>O$*XE1^p`?>!0ki7$GW{9d5QPRRGVH`!6z*2JT4 zL?KYXeUA&5h*>iVJppan$9T#eEKREGFO#E_ufxO;e0s^TF&=jI&SU)r;^j0<-v=oo zTE1+IBbcZW^8{kI#LIvN%}dCFQZJeTL{~E{w8?b1zcAPp$P4p&u*6_#b3A)e5=&RF zwGZahE22Tpvh}d*Lek84Zd7rMHtdG4Vht-F02g<1|pK_uq=t*6sv|yb_HJRRLd3^R!D*!lZ=qo%GJTy$wyrw=OexU~oznr4IOBy>38XxKiy(<*e&Hwr~s**TPG|soa|c=C=iliPzNm zDnWO+4_NUdV1Nz?`|{wd@SC-ukk((N+F;yRy-|DwfA1yaJAf4Ohdc$&YTKJ&L^;?^ ziDN{C>_f6>oK*{lYNS`A@X6vx4|NWys#02B7la^&i#3t=$hfviUa9i{-O&(GjNI9E{ZgLl8cNZh(x zT4^MhysAM9`x1mTmGq!VQ-O3b@eV}T@KiN;Y8^U^SC4zSH-cZMf>2Zh@@=f2=RqlW z3xGCVkd<73=Lx~{{BUGy>qQsmPeOId2uX2~gyJVXJnjPWIA?p<`mig>LKr5wab%Km zL@E66bJ@_MaG**lc(Nqy#^I&aM&F;n;)h0on^b!7z9R@asnV{(i9xMKEi+82!YjmS zCqAo(mV6U@%xx$;?K2VAUmn8XynNZ3l^T)-rGj2r3Y@X$(&*tg8Xmk91XiWhf&G8R zF2hlR1W0htu_>#302Jq9Qu}%SQ0YY(tqUY7s)dB`sZc?h#ONt@onpfJ7r)#7&(ZF9 z5C_3);16L|%ucf!Yi}SY0Od@Co&Bs<0_sfoe@-zCIv3zQrafL}KoN~Io|9$=KP;+c zsgSrHX9)Aae{bsD+-uJg8&}4)+dNlEq2Q03q*)RQA0g%Q#5ELYRlC@O$+K(t z2J}Z4P9lX|;OiJ(-TXsUUV!Q6Ht)Zv$9)l1ODbuGJ^4}WpzSVPRp(%JvcXlyT1VPDxNC z|MRpD=4lAp{d!k+nO#c(A+kevKMs^V$Pk#u@iW*K_(9(d2&AZg1DpJTcr*t=aFHbV zR!gJkBn*&wVo-IOuY(~Sj4&xjwVh+e&z&-yW#lH>AX}88d+zlrJr3$9yp@)XYa@m{ z#1SkQFr{n9oqjl1kqlXCp02D6l`QO@0zQ4KbY1Ln>uv zr~VU6DPaeEQXIrz%8;SuL6Q6|@J_s;8$XADU_jxBP;oTH)gYC#0&&&+CfLrM=xjiy z!vEk0r+%ebFlhT2eoIx5fz$bhCqYP1^9G(ID)8E68M{dYjr+aAbixQ=RU9xCtajN2 z0;~i`(S&;X1l$+Z$#BJBUKjv$)JSKmFBWEViIm~kQvmNAF{qoHCtd3XfdEnmNkArn ziR;`yq@lt^@W8;a2Xyb#6Mox0VZ4Qo4Qsc+s*{74Oj-0;^hM)DaNAxQF-{pNE*1z; zC4*!b{2+IA-JF)w)c!8vZ^s8SsH%>uAiq`&NgrqoqcZcT$l?~-{aN!MspxdcZBgUf zY_&|GHL%K;GCS~S^sh+-o_>IuX#27JkLN{D40r)>)~Y6bsVn_&U7i?>IK8zUs z;19j~{m6SLG)`hP)3y1&OdfFSzFb_i9gLb!G;~z-ILjK>MMN1|r${qYv#9GOTg;f( z%yXbgq+Wjh5N78&H9?JFc*SCQw_Y6C!fr$tfz}&T$U`f9?3;X!^IxTfU8ZkW>1%`R zb0|JsEmM*UFpo)4ha8DdhbA^NI1hVw+!DAmOuu|^PE|SZXyi1klD$7O?Y}`*D}>hJ zG?DfZEMw_;pc89EGQxa#KdSVXw{(+Xy@}4rNz5n1jky{n571bDyu!q&(Jbw~bT2>H zD7B*6l87LwitpRo#R;yh6R8rbqm;nGT`xZaA_j_8ii_LU&*P(6Rum%RJZ68;XomQU zmT!Zsi{)TjnWxe6B5!>Gk2lslRB)C47VnGvW3Sg&SAlpE@2(jLHKGP8m!2>9aG|W` zDTLfC8NRDwgXPEOR+c@(PQMyc^}`R~uXIbrZSNNSyRN8T=~^;2QT9UoM@b#N&x2R1 zV_npBJGdVo>dVe0WR%SvvRhex8IYRWd|%MHDR7T8g{wrc#Ms1Saa^OaV?ksog1WKQ^%|eRU~g1VRtvh2W%VG1XYgeJyFVUT=*^i+;Lm_ zS)BMm=&$FJ)GYN#<5_L3u|ZOJM7Z^f_eUOai;KzwF8wy79#hSEkyK@Dr-zX$uZ|*j z*7_B`NQ}$=q1=5=BjV8;W8*0Gv7FGrs?L`8a(ANgms=n~CoD^>@a%ixbx;xIe>_b& zQnwvccN%WrXxZ%{G52PIRYAq?p?V)BDvkK!I_EF-KitE&=}u0JM?C(-)^W3r*Oyqy z+@EGX?x$=PFVB_a?so!&R05MFIC_k&mkN4M21P;<4mnaagV}f3KCjvrYtd@F4NLi{ zmS3VM^Sg?o!++L$lxP83zeVbWZ=K^cT^JwPqwA34yPE98;Vm%l7`rJ|8mo(&JN99j zb;;qfn_5?W+)d>|@%?Wximhh%>$P?UDLE|vtQ*edi5WZr-$Izr8*6!eSIb7fx}zj! z5JoK4KI3;EB#+|~d^V=p)S*rPa_%*%w52nUJfTltkFNB)Muz^rq6~$56~Y}*%6hMy zWrqboF-bfEbJA^2#-aa%)^{HZA5gN`vZ$7SEVR&T%uPBASu2PIQ&zC2K($7en851f zv2sb%y5gmgNR{#$JIf~r{sBHgLFLCgww`5vydFiLKAD_oHueP=-SFT@j3qt4rNFCy z10T0R)RraK@wz4xQ|9+BQ&ra04Co{SW^AlHGuL+smy~L{zS#%sr|@M1K8odlwM?R8 zR^L8)yuG59OMQ#z-{lF(++5nCGyT+kyHDg579U^i`+CtyeAt&xEC+de;|YrfR$vM= z94!7ZTwTdoj4~Nh567Cl(V(ct z7UCga(rS8_E=H(O$Mna`zanDU z%sHV;U*T5zXhONgsc55N=e)CN+d0&pO@g|fu&-ks#UsT%dHor`SS>$4KN*3P*&L?o z?dAc;vktp!6l&_*IPz*FY_RFQwd{zy+_vCxDLFc2aMKm8LgiXShnoM!63i@6!Q=Ss zwj?PBT!g9D(zRAySE~-R0~KL_;){)rU@6-Kb?Q9flnUI=$Ovo2{X#-x1FF*Dq-6%u zOFeON_XkH>7;bUvw7v~HTuX!SRawDf#NX%aPq-5;GBv<>?CR2zg2ze3e+H8c1<5f#`Bsst;U>HaZvV zYcyiMspiYa(A^yB0Iy66#2R7YbxaqH6RNuO&H}kyVKeWUR9y4Q-PSn1+pc!}c4uqy zF59NIHt(DB)Se1GTc30Fg2(LY0~2G3m%f)qbRRlA!y$#P=le*^?%?U}z`LKjaV*bI znx0wqu?=md&BX$CJgOP0`ckOf~zw~i= zJ7;RBtpoa@FY0lB7IdWeHLv&~rE>KL1D||#*AP%91P*L)hGLGP8<1~MFjWQWD#Xnv z@Rq3##_PP&508=9ORlSk5T~`5f@IjO@%^0__1#(vlwfeuKqkT>vlO6&cn=Av4iFY0 zi0=0f9@y$KZf2Z~66RVxI1!W%yjN{`0&!r98mr%DO~%r}!<4X<>W0M!YLDW3Po!Qb z^Ytd*oL?bM9#eia#>_`PWBKXRfo`KyDz0{JUl~E}uQPv^U>ORPC%k_%*Hb0fCyoVl z=jr#FMkL;}vwI}e);`=?&K#`pnK0w&zz*6$yVq2@WGnF(8u)sf?OqocZJ&96)UG^2 zBNxK&IAy<1c{UQD_e#gBWg(`~y}dxA{=WIY8ce$m+T&$W`K2GcKLOQ+1e0oQSweHl zKgz?AIYrm{kQe^pa=YPj>DgOwP6q*!_ zHWDtO*7Vq3LhP{+Xj*UEdU@4OWK`%)jSVc#j}8=R-}Me`B|Y%)HcJv1y@~drk@Qfd z^IN}gkQGQ?WSST6C+1Xk{Lad$b#3k$dF(HP?}>)x6-+#L|H=hS%=_m@@#x<~YtUBf zc&MKQ_$A?+oQ2|-{cexSO0Ek`Srs{h=MB%7*|wU68?nqyY0u0#?<{3y@Sy&RUB-QF zK*6)QHC^AaHCpp~F6Z!^)zZVi15=J*D6S@%CON#IpD%q$dq#7m;gThV3a9SvTLPw)zEuWsT%0P=nIb$dM%q{& zS$d{4ZK)kNcHoXY+KK0A%eoShmC%a(`#s~XM5hrCt@2PpRnqHOzlYVcm-=ped&9@? z-DjWjZkr*gC`k@>w^s8l{S{4V9-7;gHn|N5QaE*b{h$9S^Gr{$UxEosE1->qQMS^fhN2{ z5g3jOn36CI$9aq##SU!en z3uRcOHRp8(iifkd<}1!OFm}Af6CFl4lh12AhiI@sWf2-#41?-6BBU1?K+4R3_K~Nk zCM=GCGD4^{+K>@F$^*)dteZgAfVxVnN+&59kIv-Ia#lhplxTe9iK~fP;rV}VGwcKd zwu+@#-K$cq?M*2SRH2ICH0y3T`s3UNw=m2#xCYe1Yv@q{+VUqESJCB~ZnFKv06oxsv0N+~}?VInH zQ9;#=#JI`SiP5Au=}?$t%SI0R2&a|7+4VXzz9S$? z3*y6hS*TLp*xv6`G{fgEhU2j@5HqzQ-#o5=7uQFg9CXwVSp^)_PXZ9?tQxQ|U zcZ;`Xu9Hxd1;eMP1YHMf_$Qpe7VoTm5(5yNUD*lD+OTqF_^aQZaB4_=_2ij99Jd4p zH%kA_7I1xI%dM*gY_C7)kPedRvB>57&gyq@P&ic35g)sJu`GlajYBl_xh4A*8nwX& z*Zp6&kwWcac&9C+=x4#0n&4%}`URpbm2?;3PoFQ#zPRiUiIDO!3kF_6W`yp!Fy2v0<$Zk!?NPkzSNn{jElUJor>by_-gcDWnXhvKEcMyDrEIDhOe$ z;QrUyyj8%);HI{Eay`h5@wzn)BS{LL3o7K9G`b6F)RjyjubpI=u)dw5J)i=MrZr-z zCQE#bT}d5s|4?17nka-GYQn83b15JuhoaKxV508$J-KSS|H{J8x>OSS36IcFJRA#( zO}+(JE?WFSLAZ(@@UWnLV^k0GUjV-VV}FR52+y!nA!_@=pAcOm}zko+T;yu~% zBW^d`(CYA00>4G;#V0W_`%7-ZEOZjs7A@o5WTa#W^{`oJlxXDKA+Y;VnsN*_6@IAdZKwGlc+xlv!Rrt- zY9Np@q=5!-s}AsfS|RjcWaRP+l#nu~GKUpusL{Jg`Ou8jKs>uQKs5|xnvV;8ZpZzK zb;U5h-bYEn18FU(QBzA;K-A&p~ zI=$p5d$li#x-0%Ad1_58d-%nUGcNu3>;)G5R#TJGVGVMxKQh6Wb1O>b9VQZxYW(@Jze z8Df;2pV_x0GwpBO`}R5)*$Ph$Pv96LRLN-GQ_P9|k(7B&-jh;tfo0_F0U#oOta8w$ zzEDs8#%^wX&fFdA47b(i^V6;ZT2bZoC8@6wZD;vDMyIPJTfZG1eH{)gPug5LRTy^L zx%6aHlykDYSSm-x$dTU9@t^PQm-&44r^2Tmt-EcG##{$&U7b*6{G`Da6;+$fiV~a1^1;qmgAwyPOky_8s-@N22Y2P zO7qYn{vQCe8|yX5yO#P)lANopJ|^Dty-=+9fg8?|J7LW??@ChlG{SJLTj1vy(Y zt8PP!)X!(hmyZYqtOu8-?~~VT-AdZ#i+mY|!D$D!rWK&`wwljQ)Yt(ql5YVHXl7(W zA6^U~Py zIjPn$cvQ5ojVn-})NiM>&~eS<*_9;vce!htWq0KXyZ*dnn@fC}FyJ28%D}&(lzk_V z=uxI9V<27QRwN~z<~v9J=JiA0b)B#;Ees4McQmOM?A0f)9&FFXn`K6rl{x`4k3 ztK%u2mtCH+RLxWufLTChS#H`q?gtwC^5I_+!w)|52(;Hy2KN)q2R71E2`g+uw;lT0VL*H@&n;qfY=*mUk zFxlb=)i|)b%wFPQZRq1B+AFHf@Z9)*=O5BDEV97i!OL6j2XF<e}>Wh8kj?OE{b^DIX(RqeM-h+)5a5tRU$(FXmoXdyM5-* zPm+Y?BkjPog71yqqmy}$*2h6}ye&uz1zY{4iRNa?b9^B35TwrmF>m8|#t^vPi4z?DlEj?-4zo%U95lq2I`4qlD=>?j=^<4{1M^C$*wt8xh7d06Y*5_mFGfTZBpS&?(<0zQi-Q_VcJ)5fe_hb6M|5GYc zy7~}6n#62C|BosK#1sM(y`fiW_A2_DV>T$Fnh>UwwWOJW_ZPV|sX)mg|0vjEjs6>P z1C348fJ%egGOsu7l}+F_=Pxo8BdCqyAkf#PRl|s5K%uc!)jPrfrva#1UH(-WPgr!e zTGiKmvMa0&VpuXsV7V;p8i@}l-Oyy65|v=xbg%;*5|D$DgUcpB< z_n{=Cyh}k4;R9RM!?=`S(Q1=@PM?{&CfLFhqZR!O4d8;SkAjXUN}&p2GD_h)MIX5wJA zordg`}%_CDMRI*F|wh&{2j zfDm3F$WZ^FaT@@JxxnbK?*5Dv6+kDp1=E!g%npLaKo|f8!tsY8O%--3#BI6pkEgh71`2wKu4@WdlU*yXiK>aDvVJ$Fj1 zwBNYvVB1I?{%J+V7(M_hXr(d|k|Y$$2>ABMPi`3IhWtzdnm+spQU*~T{A|fXhb>k9 z-)i2W>S6-mos(ORg9PcW*d%N%rU>O=kX;xWsT#0{P>Q-2rb+nT`dP4u7LC#l46N~Y zgKtSCbsj|EUnTa(u2Bm);_oeqbiT1@&vl+^onL65x&U1(xm)u!pGp8@25ZTBST7lDZ!5*a@iYKr2xrPw5JR zNb?ST9))4xXq8bO4p}x85L#LZo7Q12$Ff8S<-FuU5OchX7PU5w6%=WWqOC z^NG>^6lfU9WOWL)@1@iQI7cZ%REXOgq=2k-{?KZJsdu4S>6w}cC<4*pgFGl6_Vh?? zdCII{HK|E)zrU4u{y=d+CRqZ$G69<0WVOK@48+zUO+~E4hZAr;){|8T&z|Mg{ zb3U{e)Ca0?L+qMmMsuA&!(x8j$aubV=;thAeM6Wx2kK|g1SIGb!Pb$dL?sr$K(z=b z<4zd+`^GFY?iwJ}!EBN z%;xIt-F zpo4sO%VzEI0fJM##D6FC%XNp*xiat3OFSRULTdlaM67$g>QJZcra2K(J|ec26*LYh zq3>L}kXm1$p4w^qlTIo?oc{Vb-IkwtdZRF|-g5l0t%ox#uOB68+yBB2)h(3;Bj|6L ztIMm|QhbjP_?isvfZ=M1;mV!?=81->2x=7;!~Ht@8L~3m4|}5z^05XcKZcS?3ddoXA=xoAH+vchIr23v>W)uIXG-T z1(j7sWNIKRoGqoywcyR_*+rF0r*<+}z-^TO+cLzTD!K-4gTG*bN*VS7cpSW0d2mhL zK86PJj3EriGFbqY;LV=}mdYSTc+v;DWb8tX+Wekr2Yb4M0r+PCK>d62R`HjWQt&~NVpZ`F+INgCt_Z( zaBaeM{d@w3u=#<5tb4@>oLhev7Z=SkSy}u^#3Jls2f`QXXN%g2u*~b^T@Kz=sHa#Bwl?Z&H#8i z#Jz--7hZL?XaIzY0nzY_fO>MBrDhkZ))yiWgb0{!|BpYD(aeU*y&X=R znC)~M@fiGX$a()Je~Wmq+^TgmAR1A8ln4uVI*vB%V94r_Ya!-7 zUUC}XbEMwpmd+;3G_!N_$2auTxz|niz+N4;d1Kt`9cJSZPpl~1tc+2-_%iXWg%nkNcK1_) zFDDNgqZl#y248R#_UNv$zw%lt^SnBA>r^S}_BFSiwoAVWVUivm3^}r@RBI>M3AOBt z>xXrex5EMH{R4{Z-%QD?@!RKCgIIEwcwzhra}H7UlQ8>#anWde4itSbB2r?YUfM@8 zc06TrxCqyG1L`yTtEx$sCcG+q`FD2*ars55rv4`%-NxmGd&OEu6S5_^HKj?B*__P{ z26+AKS+`^dgofZ%_>`UDo_M2vJ>=+z87dyUpKd1Af$-}wN^3_=4f|?4g540_lmF+%F0#+P#=uLwdJ=tK3>+skz; zCp)L$UwnZKgE@kzR0oNSi;NrIc^gBBb^{6BkdbGIPi499667=7oV5GrQI^tBm=uHt zHmKMw5CNDj#P2pC;D#)-1SA$~WeqszL1zY>{qlHNxV}CnxrRVkRJZh~`jH9%Sw09N zS)sBgu~iaqV1qp;0dk_`m7D64o1fq{?7nW{FqO^P4LJhbO;T(j_}qn8yoHR8kaKAis%MA& zIz8DpCBp|!C|Imgwg)=%aYbUl=&cNkPtV$+TXLzWEDt&Jyg8glfdO;+fIl#ktpnb?#ZVWvtK_A~^~!0W^mh3T zyHDN6kf*@)r?Zw6Ef3<(Txr_pslWD_X6}PYV)N!Nb?Fp}s~5{^z?)t7_iK2tqO5JzmdHh`;!Ec%GcbVf zLT7OV_P@_w-&gy4R&7gWY}Kk*%dIFa(?ns++6-!@GT*xgyi*=u$Iw7LB$a8|AT}qor1l9B1!&vBo~X@uIlBw_8hV>&(2R zw<^B?n_?wWtPBU(fyrHfB}(*)*8Fo{q|I_>%)CE60(j$q4scs!jLjCKWpnMn&N$-e zciiuV1=rgzFMH3~g@Eq~cwO3m57$vWwO4dk{O>ADt~-PG!|0&c*##T zYQ3@Wa-W%#9)0|he)*!Pm9xRxk~b~?dQMK?0y=>l*qzDwrdG9T4KUL^hPdMGrM-o~ zV>BlNPaU8AOe+ewe%RP5Xc2I!ZJNZN{QZBY74+N-pPrhqTPg}f2KIgh-) zuW7(bgw-~@yk|YP7I<8w`OasvvQvO37hVERkE}obLZTbE6KHnAGT)pMkG*B)S1Y@A z^%MgKL_CkByqN!WkI9R$RUs$O$XzMEY}vM}Cq(*mMYh)DS-_6r?CZ|)?a_HVkA|>) zO$Xk;x@wM1<)t%vR~~RN0IyH91qPgo)SPSUVzq(w_`H>C)&h5{zL|VkV97yW=c#6) zo^K|)%NgFa0iLCvx2ojU6j$fz|02I%uMFN>RXP*cK(PUC$V~fk7+BJst+5BDjq~q) z*TwAgk@y2_Y5KSZN$+~0!Nr>>WwW(uMg%aLeZHRuj-Je9GpM?_x4Y^;=#().configureEach { + kotlinOptions.jvmTarget = "1.8" +} + +tasks.withType().configureEach { + sourceCompatibility = "1.8" + targetCompatibility = "1.8" +} + +tasks.test { + useJUnitPlatform() +} + +tasks.shadowJar { + archiveClassifier.set("all") +} + +application { + mainClass.set("org.itmo.lab3.SalesByCategoryJob") +} diff --git a/docker-compose.yml b/docker-compose.yml new file mode 100644 index 0000000..80c7694 --- /dev/null +++ b/docker-compose.yml @@ -0,0 +1,22 @@ +version: "3.7" + +services: + yarn: + image: ${YARN_IMAGE:-mtsrus/hadoop:hadoop2-yarn} + restart: no + container_name: yarn + hostname: yarn + environment: + WITH_JOBHISTORY_SERVER: "true" + ports: + - "9820:9820" # HDFS IPC + - "9870:9870" # HDFS WebHDFS + - "8088:8088" # Yarn UI + - "8042:8042" # NodeManager UI + - "19888:19888" # JobHistory UI + volumes: + - ./conf/hadoop/:/var/hadoop/conf/ + - hadoop-data:/var/hadoop/data/ + +volumes: + hadoop-data: diff --git a/scripts/benchmark_all.sh b/scripts/benchmark_all.sh new file mode 100755 index 0000000..ad61a6f --- /dev/null +++ b/scripts/benchmark_all.sh @@ -0,0 +1,66 @@ +#!/usr/bin/env bash +set -euo pipefail + +ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/.." && pwd)" + +FILE_GROUPS="${FILE_GROUPS:-0.csv=0.csv;1.csv=1.csv;2.csv=2.csv;3.csv=3.csv;4.csv=4.csv;5.csv=5.csv;6.csv=6.csv;7.csv=7.csv;all=0.csv,1.csv,2.csv,3.csv,4.csv,5.csv,6.csv,7.csv}" + +INPUT_BASE="${INPUT_BASE:-/data/input-groups}" +OUTPUT_BASE="${OUTPUT_BASE:-/data/output-bench-groups}" +JAR_PATH="${JAR_PATH:-/tmp/app.jar}" +MAP_THREADS="${MAP_THREADS:-1 2 4 8}" +REDUCERS="${REDUCERS:-1 2 4 8}" +RESULTS_FILE="${RESULTS_FILE:-benchmarks/results_all.csv}" +OUTPUT_LOCAL_DIR="${OUTPUT_LOCAL_DIR:-benchmarks/outputs}" + +mkdir -p "${ROOT_DIR}/benchmarks" +mkdir -p "${ROOT_DIR}/${OUTPUT_LOCAL_DIR}" +echo "dataset,map_threads,reducers,duration_ms" > "${ROOT_DIR}/${RESULTS_FILE}" + +IFS=';' read -r -a GROUP_ENTRIES <<< "${FILE_GROUPS}" + +for entry in "${GROUP_ENTRIES[@]}"; do + label="${entry%%=*}" + files_raw="${entry#*=}" + IFS=',' read -r -a files <<< "${files_raw}" + + INPUT_PATH="${INPUT_BASE}/${label}" + echo "Uploading group '${label}' -> ${INPUT_PATH}" + docker exec yarn hdfs dfs -rm -r -f "${INPUT_PATH}" >/dev/null 2>&1 || true + docker exec yarn hdfs dfs -mkdir -p "${INPUT_PATH}" + + for file in "${files[@]}"; do + host_path="${ROOT_DIR}/${file}" + if [[ ! -f "${host_path}" ]]; then + echo "WARN: ${host_path} not found, skipping." + continue + fi + echo " -> ${file}" + docker cp "${host_path}" yarn:/tmp/"${file}" + docker exec yarn hdfs dfs -put -f /tmp/"${file}" "${INPUT_PATH}"/ + done + + for m in ${MAP_THREADS}; do + for r in ${REDUCERS}; do + OUT_PATH="${OUTPUT_BASE}-${label}-m${m}-r${r}" + echo "Running dataset=${label} m=${m} r=${r} -> ${OUT_PATH}" + docker exec yarn hdfs dfs -rm -r -f "${OUT_PATH}" >/dev/null 2>&1 || true + start_ms=$(( $(date +%s%N) / 1000000 )) + docker exec yarn hadoop jar "${JAR_PATH}" \ + --input "${INPUT_PATH}" \ + --output "${OUT_PATH}" \ + --map-threads "${m}" \ + --reducers "${r}" >/dev/null + end_ms=$(( $(date +%s%N) / 1000000 )) + duration_ms=$((end_ms - start_ms)) + echo "${label},${m},${r},${duration_ms}" | tee -a "${ROOT_DIR}/${RESULTS_FILE}" + + if [[ "${r}" -eq 1 ]]; then + docker exec yarn hdfs dfs -cat "${OUT_PATH}/part-r-00000" > "${ROOT_DIR}/${OUTPUT_LOCAL_DIR}/${label}_m${m}_r${r}.txt" + fi + done + done +done + + + diff --git a/settings.gradle.kts b/settings.gradle.kts new file mode 100644 index 0000000..e69de29 diff --git a/src/main/kotlin/org/itmo/lab3/CategoryRevenueMapper.kt b/src/main/kotlin/org/itmo/lab3/CategoryRevenueMapper.kt new file mode 100644 index 0000000..a923ab9 --- /dev/null +++ b/src/main/kotlin/org/itmo/lab3/CategoryRevenueMapper.kt @@ -0,0 +1,24 @@ +package org.itmo.lab3 + +import org.apache.hadoop.io.LongWritable +import org.apache.hadoop.io.Text +import org.apache.hadoop.mapreduce.Mapper + +class CategoryRevenueMapper : Mapper() { + private val reusableKey = Text() + + override fun map(key: LongWritable, value: Text, context: Context) { + val line = value.toString().trim() + if (line.isEmpty() || line.startsWith("transaction_id", ignoreCase = true)) return + + val parts = line.split(',') + if (parts.size < 5) return + + val category = parts[2].trim() + val price = parts[3].toDoubleOrNull() ?: return + val quantity = parts[4].toLongOrNull() ?: return + + reusableKey.set(category) + context.write(reusableKey, CategoryStatsWritable(price * quantity, quantity)) + } +} diff --git a/src/main/kotlin/org/itmo/lab3/CategoryRevenueReducer.kt b/src/main/kotlin/org/itmo/lab3/CategoryRevenueReducer.kt new file mode 100644 index 0000000..aa050fd --- /dev/null +++ b/src/main/kotlin/org/itmo/lab3/CategoryRevenueReducer.kt @@ -0,0 +1,30 @@ +package org.itmo.lab3 + +import java.util.Locale +import org.apache.hadoop.io.Text +import org.apache.hadoop.mapreduce.Reducer + +class CategoryRevenueReducer : Reducer() { + private val aggregated = mutableMapOf() + private val outValue = Text() + + override fun reduce(key: Text, values: Iterable, context: Context) { + val revenue = values.sumOf { it.revenue } + val quantity = values.sumOf { it.quantity } + + aggregated[key.toString()] = CategoryStatsWritable(revenue, quantity) + } + + override fun cleanup(context: Context) { + val sorted = aggregated.entries.sortedWith( + compareByDescending> { it.value.revenue } + .thenBy { it.key }, + ) + + for ((category, stats) in sorted) { + val revenueStr = String.format(Locale.US, "%.2f", stats.revenue) + outValue.set("$revenueStr\t${stats.quantity}") + context.write(Text(category), outValue) + } + } +} diff --git a/src/main/kotlin/org/itmo/lab3/CategoryStatsWritable.kt b/src/main/kotlin/org/itmo/lab3/CategoryStatsWritable.kt new file mode 100644 index 0000000..e1093e1 --- /dev/null +++ b/src/main/kotlin/org/itmo/lab3/CategoryStatsWritable.kt @@ -0,0 +1,23 @@ +package org.itmo.lab3 + +import java.io.DataInput +import java.io.DataOutput +import org.apache.hadoop.io.Writable + +class CategoryStatsWritable( + var revenue: Double = 0.0, + var quantity: Long = 0L, +) : Writable { + + override fun write(out: DataOutput) { + out.writeDouble(revenue) + out.writeLong(quantity) + } + + override fun readFields(input: DataInput) { + revenue = input.readDouble() + quantity = input.readLong() + } +} + + diff --git a/src/main/kotlin/org/itmo/lab3/CliArgs.kt b/src/main/kotlin/org/itmo/lab3/CliArgs.kt new file mode 100644 index 0000000..65d9371 --- /dev/null +++ b/src/main/kotlin/org/itmo/lab3/CliArgs.kt @@ -0,0 +1,10 @@ +package org.itmo.lab3 + +data class CliArgs( + val inputPath: String, + val outputPath: String, + val mapThreads: Int = 4, + val reducers: Int = 1, +) + + diff --git a/src/main/kotlin/org/itmo/lab3/SalesByCategoryJob.kt b/src/main/kotlin/org/itmo/lab3/SalesByCategoryJob.kt new file mode 100644 index 0000000..f40cb21 --- /dev/null +++ b/src/main/kotlin/org/itmo/lab3/SalesByCategoryJob.kt @@ -0,0 +1,78 @@ +package org.itmo.lab3 + +import org.apache.hadoop.conf.Configuration +import org.apache.hadoop.fs.FileSystem +import org.apache.hadoop.fs.Path +import org.apache.hadoop.io.Text +import org.apache.hadoop.mapreduce.Job +import org.apache.hadoop.mapreduce.lib.input.FileInputFormat +import org.apache.hadoop.mapreduce.lib.input.TextInputFormat +import org.apache.hadoop.mapreduce.lib.map.MultithreadedMapper +import org.apache.hadoop.mapreduce.lib.output.FileOutputFormat +import org.apache.hadoop.mapreduce.lib.output.TextOutputFormat + +object SalesByCategoryJob { + @JvmStatic + fun main(rawArgs: Array) { + val args = parseArgs(rawArgs) + val configuration = Configuration() + val job = Job.getInstance(configuration, "foobar") + + job.setJarByClass(SalesByCategoryJob::class.java) + + job.mapperClass = MultithreadedMapper::class.java + MultithreadedMapper.setMapperClass(job, CategoryRevenueMapper::class.java) + MultithreadedMapper.setNumberOfThreads(job, args.mapThreads) + + job.reducerClass = CategoryRevenueReducer::class.java + job.numReduceTasks = args.reducers + + job.mapOutputKeyClass = Text::class.java + job.mapOutputValueClass = CategoryStatsWritable::class.java + + job.outputKeyClass = Text::class.java + job.outputValueClass = Text::class.java + + job.inputFormatClass = TextInputFormat::class.java + job.outputFormatClass = TextOutputFormat::class.java + + FileInputFormat.addInputPath(job, Path(args.inputPath)) + val outputPath = Path(args.outputPath) + FileSystem.get(configuration).use { fs -> + if (fs.exists(outputPath)) { + fs.delete(outputPath, true) + } + } + FileOutputFormat.setOutputPath(job, outputPath) + + job.waitForCompletion(true) + } + + private fun parseArgs(args: Array): CliArgs { + var inputPath: String? = null + var outputPath: String? = null + var mapThreads = 4 + var reducers = 1 + + var index = 0 + while (index < args.size) { + when (args[index]) { + "--input" -> inputPath = args.getOrNull(++index) + "--output" -> outputPath = args.getOrNull(++index) + "--map-threads" -> mapThreads = args.getOrNull(++index)?.toIntOrNull() ?: mapThreads + "--reducers" -> reducers = args.getOrNull(++index)?.toIntOrNull() ?: reducers + else -> throw IllegalArgumentException("Unknown argument: ${args[index]}") + } + index++ + } + + return CliArgs( + inputPath = inputPath ?: "", + outputPath = outputPath ?: "", + mapThreads = if (mapThreads < 1) 1 else mapThreads, + reducers = if (reducers < 1) 1 else reducers, + ) + } +} + +