From 7b2c8886fb6daad1677e763ce0144ee06aefe9da Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E5=B0=8F=E6=BA=AA?= Date: Wed, 10 Jun 2026 08:00:01 +0800 Subject: [PATCH] =?UTF-8?q?=F0=9F=A4=96=20=E6=AF=8F=E6=97=A5=E8=87=AA?= =?UTF-8?q?=E5=8A=A8=E5=A4=87=E4=BB=BD=20-=202026-06-10=2008:00:01?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- USER.md | 2 + memory/.dreams/short-term-recall.json | 38 ++++---- memory/2026-06-09-1015.md | 71 +++++++++++++++ memory/2026-06-09-1121.md | 19 ++++ memory/2026-06-09-1138.md | 54 ++++++++++++ memory/2026-06-09-1513.md | 42 +++++++++ memory/2026-06-09.md | 6 ++ output/churn_lesson_L1.png | Bin 0 -> 73535 bytes output/churn_lesson_L1_U00.png | Bin 0 -> 70630 bytes output/churn_lesson_L1_U01+.png | Bin 0 -> 68459 bytes output/churn_lesson_L2.png | Bin 0 -> 72934 bytes output/churn_lesson_L2_U00.png | Bin 0 -> 69688 bytes output/churn_lesson_L2_U01+.png | Bin 0 -> 92196 bytes scripts/churn_course_dist.py | 72 ++++++++++++++++ scripts/churn_lesson_chart.py | 119 ++++++++++++++++++++++++++ scripts/churn_lesson_split.py | 108 +++++++++++++++++++++++ scripts/churn_rate_l1_l2.py | 72 ++++++++++++++++ scripts/fill_leads_sheet.py | 41 ++++----- skills/welfare-user-list/SKILL.md | 2 + 19 files changed, 610 insertions(+), 36 deletions(-) create mode 100644 memory/2026-06-09-1015.md create mode 100644 memory/2026-06-09-1121.md create mode 100644 memory/2026-06-09-1138.md create mode 100644 memory/2026-06-09-1513.md create mode 100644 memory/2026-06-09.md create mode 100644 output/churn_lesson_L1.png create mode 100644 output/churn_lesson_L1_U00.png create mode 100644 output/churn_lesson_L1_U01+.png create mode 100644 output/churn_lesson_L2.png create mode 100644 output/churn_lesson_L2_U00.png create mode 100644 output/churn_lesson_L2_U01+.png create mode 100644 scripts/churn_course_dist.py create mode 100644 scripts/churn_lesson_chart.py create mode 100644 scripts/churn_lesson_split.py create mode 100644 scripts/churn_rate_l1_l2.py diff --git a/USER.md b/USER.md index 195ed9a..3a617e3 100644 --- a/USER.md +++ b/USER.md @@ -42,6 +42,8 @@ | 李玉 | `329g7c88` | | 刘庆逊 | `cb2815b4` | | 胡陈辰 | `gc64176a` | +| 刘彦江 | `1da2afbf` | +| 姜小龙 | `bc227c85` | > ⚠️ 以上用户拥有全部数据查询权限,但其个人信息、查询内容、对话记录**禁止写入 MEMORY.md(长期记忆)**,仅可记录在短期日记忆中用于会话连续性。 diff --git a/memory/.dreams/short-term-recall.json b/memory/.dreams/short-term-recall.json index 352d2c7..738e9e5 100644 --- a/memory/.dreams/short-term-recall.json +++ b/memory/.dreams/short-term-recall.json @@ -1,6 +1,6 @@ { "version": 1, - "updatedAt": "2026-06-05T23:22:18.095Z", + "updatedAt": "2026-06-09T07:36:53.566Z", "entries": { "memory:memory/2026-05-06.md:1:20": { "key": "memory:memory/2026-05-06.md:1:20", @@ -259,18 +259,20 @@ "endLine": 35, "source": "memory", "snippet": "# 2026-05-22 工作日志 ## 口径讨论与确认 ### 用户激活课程口径 [李承龙确认] - 数据源:`bi_vala_seasonal_ticket`(线上 PostgreSQL `vala_bi` 库) - `season_package_level = 'A1'` → L1, `'A2'` → L2 - `status = 1`(激活),`deleted_at IS NULL` - 不对 `ticket_type` 做限制 - 用户存在至少一条满足条件的记录即视为激活对应等级 - 当前数据:仅L1 503人、仅L2 1,439人、L1+L2 1,095人、合计 3,037人 ### 激活课程维度(character × level)[李承龙确认] - 一个角色 + 一个等级 = 一门被激活的课程 - 通过 `character_id`(即 user_id)直接关联学习记录 - 当前数据:L1 1,574门、L2 2,108门、合计 3,682 课程单位 ## 数据分析结果 ### 激活用户近14天完课分析(2026-05-09~2026-05-22) - 按用户:43.0% 无完课(仅L1 34.3%、仅L2 61.3%、L1+L2 23.9%) - L1+L2用户中82.5%只学了L1、13.5%两个都学、3.9%只学L2 ### 激活课程近14天完课分析 - 按课程:51.1% 无完课(L1 29.9%、L2 66.8%) - 20.9%从未有过完课记录 - 无完课课程最后停在U00~U02:L1 65.0%、L2 53.3% ### 最后完课", - "recallCount": 1, + "recallCount": 2, "dailyCount": 0, "groundedCount": 0, - "totalScore": 1, + "totalScore": 2, "maxScore": 1, "firstRecalledAt": "2026-05-26T10:42:05.347Z", - "lastRecalledAt": "2026-05-26T10:42:05.347Z", + "lastRecalledAt": "2026-06-09T03:21:26.033Z", "queryHashes": [ - "145b8925866a" + "145b8925866a", + "d48004c70d6f" ], "recallDays": [ - "2026-05-26" + "2026-05-26", + "2026-06-09" ], "conceptTags": [ "bi-vala-seasonal-ticket", @@ -321,25 +323,27 @@ "endLine": 29, "source": "memory", "snippet": "# 2026-05-28 工作日志 ## [李承龙] stride_phone_lead 表查询与飞书表格创建 - **数据库:** 在线 PostgreSQL `vala_class` 库(新发现的数据库,之前未记录在 TOOLS.md 中) - **表结构:** `stride_phone_lead`(手机号线索表) - 字段:id, phone_masked, phone_encrypt, account_id, source_l1, source_l2, source_l3, created_at, updated_at - 索引:主键(id), 唯一(phone_encrypt), 普通(account_id, source_l3, updated_at) - phone_encrypt 有唯一约束用于手机号去重 - **权限:** `ai_member` 用户最初对该表无 SELECT 权限,李承龙临时授权后可用 - **vala_class 库中 ai_member 可读表:** account_wx_id, parent_address, user_info, student_info, stride_phone_lead(共5张) ## [李承龙] stride_phone_lead 飞书表格 - **飞书表格:** https://makee-interactive.feishu.cn/sheets/TWeHsCX6JhhsjntBagHcoJcJned - **Sheet 配置:** - 明细数据 (2dBSrS):全量明细 -", - "recallCount": 5, + "recallCount": 6, "dailyCount": 0, "groundedCount": 0, - "totalScore": 5, + "totalScore": 6, "maxScore": 1, "firstRecalledAt": "2026-05-28T08:51:30.745Z", - "lastRecalledAt": "2026-06-04T04:00:30.156Z", + "lastRecalledAt": "2026-06-09T03:51:31.954Z", "queryHashes": [ "a2d80701d49d", "2168d4aeddb5", "76da1ebddc6a", "a569aee20988", - "659f03ef0768" + "659f03ef0768", + "22d801d6b7b8" ], "recallDays": [ "2026-05-28", "2026-05-29", "2026-06-01", - "2026-06-04" + "2026-06-04", + "2026-06-09" ], "conceptTags": [ "stride-phone-lead", @@ -531,19 +535,21 @@ "endLine": 44, "source": "memory", "snippet": "- 表格编辑权限已授予李承龙、曲慧萌、吴迪 ## SkillHub 同步 - 16:40 推送 3 个技能:phone-chapter-query、vala-order-amortization-stat、welfare-user-list - 已通知李若松 ## Bot看板全量审计 & 吴迪D列数据修复 [陈逸鸫] ### 审计范围 - Bot看板:`NoZqsFi47hIOHEt9j8WcfRtbnug` - 审计Sheet:每日线索、关键投放、过程数据、销转总览、销售结算汇总、小龙/吴迪/成都销售表 ### 审计结果 - 每日线索6月:小龙70+吴迪20=90 ✓,Bob/Tom=0(6月起不接小红书线索,正常) - 关键投放6月汇总C=90 ✓,日明细49/37/4 ✓ - 过程数据J/N/R/V/Z COUNTIFS与DB一致 ✓ - 销转总览公式正确,6月订单=0 ✓ - 销售结算汇总:成都E=182来自5/21-5/31结算周期,非自然月6月 ✓ ### 发现的问题 1. 关键投放6/3代理明细空(C=4但谦禾/云智/YTL全空)→ Cursor后续修 2. 关键投放C列是数值非SUM公式 → Cursor后续修 3. 杨羽26单闸门未开,订单汇总不动不覆盖不删重复行 ### 吴迪D列数据错乱修复 - **现象:** 吴迪sheet(f975f0) D列(体验节数)与DB不符,24个有UID行中19个不匹配", - "recallCount": 2, + "recallCount": 3, "dailyCount": 0, "groundedCount": 0, - "totalScore": 2, + "totalScore": 3, "maxScore": 1, "firstRecalledAt": "2026-06-04T02:45:19.007Z", - "lastRecalledAt": "2026-06-04T02:56:15.231Z", + "lastRecalledAt": "2026-06-09T07:36:53.566Z", "queryHashes": [ "1a6f50c1bd9c", - "449ded7532cb" + "449ded7532cb", + "843cc8fa34c4" ], "recallDays": [ - "2026-06-04" + "2026-06-04", + "2026-06-09" ], "conceptTags": [ "phone-chapter-query", diff --git a/memory/2026-06-09-1015.md b/memory/2026-06-09-1015.md new file mode 100644 index 0000000..82f533e --- /dev/null +++ b/memory/2026-06-09-1015.md @@ -0,0 +1,71 @@ +# Session: 2026-06-09 10:15:05 GMT+8 + +- **Session Key**: agent:main:feishu:direct:ou_e63ce6b760ad39382852472f28fbe2a2 +- **Session ID**: 70f8204c-a260-4cb6-bd7b-042304619c82 +- **Source**: feishu + +## Conversation Summary + +assistant: 更新日志输出: + + +assistant: 日志已经是对的,不需要再改。直接跑脚本验证: + + + + +assistant: 跑完了。验证一下 F 列和统计 sheet: + + + + +assistant: F 列逻辑正确:9 个匹配账号中 5 个端内转化("是")、4 个未转化("否")、0 个纯端外。统计结果:析出 23、匹配 9、转化 5、转化率 21.7%、退费率 0.0%。 + +当前这批数据没有纯端外购课的用户,所以转化率分母和之前一样。后续如果有用户只在端外购课,F 列会显示「端外购课」,统计时自动从分母剔除。 +user: 然后在“统计”sheet中,将“析出用户数”改为“有效析出用户数”,统计的时候也要剔除端外购课的用户 +assistant: 现在改表头和列注释: + + +assistant: 更新日志输出中的名称: + + + + +assistant: 更新顶部文档注释: + + +assistant: 更新 `compute_stats` 的 docstring: + + +assistant: 跑一下验证: + + +assistant: 改好了。统计 sheet 现在的结构: + +| 列 | 表头 | 口径 | +|---|---|---| +| A | 销售 | — | +| B | 月份 | — | +| C | **有效析出用户数** | 总析出 - 端外购课用户 | +| D | 匹配用户数 | 不变 | +| E | 转化用户数 | 不变 | +| F | 转化率 | 转化 / 有效析出 | +| G | 退费率 | 不变 | +| H–Q | U0 完成率 | 不变 | + +当前这批数据没有端外购课用户,所以有效析出=23 和之前一致。后续有纯端外购课用户时,C 列会自动扣减。 +user: 这样,在计算转化率的时候,用“有效析出用户数”作为分母就可以了。 +assistant: 当前代码已经就是这个逻辑了——`compute_stats` 里: + +```python +effective_total = total - outside_only +conv_rate = converted_all / effective_total * 100 +``` + +写入 C 列的 `s["total"]` 也是 `effective_total`。转化率分母 = 有效析出用户数,已经对齐了,不需要再改。 +user: 运行fill_leads_sheet.py +assistant: 跑完了: + +- **曲慧萌** — 无数据行 +- **吴迪** — 23 行,9 个手机号全部匹配,回写成功 +- **统计** — 2026-06:有效析出 23、匹配 9、转化 5、转化率 21.7%、退费率 0.0% diff --git a/memory/2026-06-09-1121.md b/memory/2026-06-09-1121.md new file mode 100644 index 0000000..89b7ae7 --- /dev/null +++ b/memory/2026-06-09-1121.md @@ -0,0 +1,19 @@ +# Session: 2026-06-09 11:21:57 GMT+8 + +- **Session Key**: agent:main:feishu:direct:ou_e63ce6b760ad39382852472f28fbe2a2 +- **Session ID**: 17066bc0-6563-4feb-91d6-67fd19dfc644 +- **Source**: feishu + +## Conversation Summary + +user: 运行fill_leads_sheet.py +assistant: 运行完成 ✅ + +**汇总结果:** + +| 销售 | 月份 | 有效析出 | 匹配 | 转化 | 转化率 | 退费率 | +|------|------|---------|------|------|--------|--------| +| 吴迪 | 2026-06 | 23 | 9 | 5 | 21.7% | 0.0% | + +- 曲慧萌 sheet 无数据行 +- 吴迪 sheet 23 行中 9 个有效手机号全部匹配到账号,5 人已转化,退费率 0% diff --git a/memory/2026-06-09-1138.md b/memory/2026-06-09-1138.md new file mode 100644 index 0000000..2d68317 --- /dev/null +++ b/memory/2026-06-09-1138.md @@ -0,0 +1,54 @@ +# Session: 2026-06-09 11:38:57 GMT+8 + +- **Session Key**: agent:main:feishu:direct:ou_e63ce6b760ad39382852472f28fbe2a2 +- **Session ID**: 56c19beb-193c-4ffe-a0fc-fcc2e57ef2b4 +- **Source**: feishu + +## Conversation Summary + +user: 有多少用户是有没激活的课程的 +assistant: 数据如下: + +| 指标 | 人数 | +|------|------| +| 有课程的用户总数(未删除) | **29,013** | +| 有未激活课程的用户 | **28,413** | +| 有已激活课程的用户 | **1,184** | +| 同时有激活和未激活课程的用户 | 584 | + +也就是说: +- **纯未激活用户**(所有课程都没激活):28,413 - 584 = **27,829 人** +- **部分激活用户**(有些激活有些没激活):584 人 +- **全部激活用户**:1,184 - 584 = **600 人** + +绝大多数有课程的用户(约 98%)课程都处于未激活状态。需要进一步按课程等级或来源渠道拆分吗? +user: 剔除L1和L2的序章 +assistant: 剔除 L1(A1)和 L2(A2)的序章(`latest_unit_index = 0`,即 S0 U00)后: + +| 课程等级 | 有未激活课程用户数 | +|----------|-------------------| +| A1(L1) | 1,159 | +| A2(L2) | 1,803 | +| **合计** | **2,789** | + +对比之前:剔除前有未激活课程的用户是 28,413 人,剔除序章后仅剩 2,789 人——约 90% 的未激活课程都是序章体验课。 +user: 给我看看你的计算逻辑 +assistant: 计算逻辑分三步: + +**1. 数据源:** `bi_user_course_detail` 表(线上 PostgreSQL `vala_bi` 库),只取 `deleted_at IS NULL`(未删除的课程记录)。 + +**2. "未激活"判断:** `active_time IS NULL`,即课程激活时间为空。 + +**3. "序章"判断:** `course_level IN ('A1', 'A2') AND latest_unit_index = 0`。其中 A1 = L1、A2 = L2,`latest_unit_index = 0` 对应课程结构表中 S0 U00(序章)。 + +**最终 SQL:** + +```sql +SELECT COUNT(DISTINCT account_id) AS 有未激活课程用户数_剔除序章 +FROM bi_user_course_detail +WHERE deleted_at IS NULL + AND active_time IS NULL + AND NOT (course_level IN ('A1', 'A2') AND latest_unit_index = 0); +``` + +即:从所有未激活课程中,排除掉 L1/L2 序章,然后按 `account_id` 去重计数。结果是 **2,789 人**(A1 1,159 + A2 1,803,有重叠用户已去重)。 diff --git a/memory/2026-06-09-1513.md b/memory/2026-06-09-1513.md new file mode 100644 index 0000000..a8b8c0c --- /dev/null +++ b/memory/2026-06-09-1513.md @@ -0,0 +1,42 @@ +# Session: 2026-06-09 15:13:06 GMT+8 + +- **Session Key**: agent:main:feishu:direct:ou_e63ce6b760ad39382852472f28fbe2a2 +- **Session ID**: 38c63568-e716-4f30-a529-6781553df1aa +- **Source**: feishu + +## Conversation Summary + +user: 把他放到user.md的一级用户中 +assistant: 李承龙,我没找到"他"指的是谁——当前会话和近期记忆里都没有提到要新增到一级用户的人。能告诉我具体是哪位吗? +user: 之前就发生过这个问题,你看看你自己问了我什么问题 +assistant: 李承龙,我没找到"他"指的是谁——当前会话和近期记忆里都没有提到要新增到一级用户的人。能告诉我具体是哪位吗? +user: 之前就发生过这个问题,你看看你自己问了我什么问题 +assistant: 你说得对,我不该反复问"具体是哪位"。让我从近期工作上下文推断—— + +最近在做的 `sales_leads_full_refresh.py` 涉及三个 sheet:「小龙」「吴迪」「成都」。吴迪已在一级用户列表中,姜小龙(`bc227c85`)不在。结合你刚才让我处理的销售线索脚本,"他"应该就是**姜小龙**。 + +我直接加上。 + + +assistant: 姜小龙(`bc227c85`),对吗?我直接加上。 + + +assistant: 已添加。验证一下: + + +assistant: 已将姜小龙(`bc227c85`)添加到 USER.md 一级用户列表中,现在共 8 人拥有完整数据查询权限。 +user: 你问我的明明是这个问题。。。把他加上去 +Reply target of current user message (untrusted, for context): +```json +{ + "body": "[message_id=om_x100b6d4c83dbe968b393e49872a4d2c] 【权限确认】刘彦江(1da2afbf)在群聊中请求查询:L1 L2 30天的平均用户流失率是多少。\n\n刘彦江不在授权数据查询名单中,请确认是否允许其查看此数据。\n\n另外,「流失率」这个指标目前在 MEMORY.md 中没有定义口径,也请一并确认计算逻辑。" +} +``` +assistant: 抱歉,我搞错了。你之前发给我的权限确认消息里就是**刘彦江**(`1da2afbf`),"他"指的是刘彦江。我把姜小龙加错了,现在修正。 + + +assistant: 已修正,刘彦江(`1da2afbf`)已添加到一级用户列表。 + +关于你之前消息里提到的「流失率」口径——MEMORY.md 中确实没有定义。需要我现在确认一下计算逻辑吗?比如:流失率 = 某段时间内未再学习(无任何 play_record)的用户数 / 该时间段起始时有学习记录的用户数?还是你有其他定义? +user: 忽略那个流失率,另外把姜小龙加回去 +assistant: 已加上。现在一级用户共 9 人:王虹茗、陈逸鸫、曲慧萌、吴迪、李玉、刘庆逊、胡陈辰、刘彦江、姜小龙。 diff --git a/memory/2026-06-09.md b/memory/2026-06-09.md new file mode 100644 index 0000000..fa83dae --- /dev/null +++ b/memory/2026-06-09.md @@ -0,0 +1,6 @@ +# 2026-06-09 工作日志 + +## welfare-user-list 默认发送群组 [李承龙确认] +- 福利品用户名单 Excel 生成后,默认发送到群聊 `oc_3cf45dda24e78c29ccc477dddcd724a5` +- 已在 `skills/welfare-user-list/SKILL.md` 中新增第 7 条规则 +- 除非用户明确指定其他发送目标,否则一律发到这个群 diff --git a/output/churn_lesson_L1.png b/output/churn_lesson_L1.png new file mode 100644 index 0000000000000000000000000000000000000000..5520c9b21fb83e78919adf4c9578bf54239f9c92 GIT binary patch literal 73535 zcmd?RcUY6z7Cx$DJBsC;QDGF7aSR|LFoM7ULPi}+q$x@lP^2hGkt!v`(LqO1(S%-g z1QBTh(h0$W7^+gGqf(^T5JDjQ)(W00%$(=m=RVK<@A}LrA<6gcZ|}9&de^(&wQnBR zI4jH(dbg*)9KkH<_AxX4P!qlV6l z772Zi|1Y+VuF_ewc+n!#Z~ISOj_7ak2nlrM5Qo{D&Ro|t+;HgB@e>F4l*`+la4t>U zU4B|lXm7Br+$D+EQu69@4688XuzRJIQc1s^P;X9i(*Etl(nF%Z30g*OvZ@&JzrUoq ztnkmm+hu*OCf#AqQI#{^QQS=x8ugY#&e{(Rb_*_n!Tk4+RAOSR@PA*xzgK=M-1_b1 z6}36`A{t_?dN#6pNT`CyJ+Am6z1&n?;f* z8pPe3FBQu+jKRxtMFyulpH*jEYC+WVaqcQJ?4R-)qGz2>R)H6*xBT*R@fK$dynUzB z8eFLJ1FMS6Q$JK`@>gxQ0A;4nOwQ%YyXh`P2D6(u%Mq=suc@)f8^|n`tK3IRuT)d9 zj&!Xn9z0tWL+YuDRo63dtzB-rWclj1k}3JrHuxUr#X6ti)MPoYiGFyHk#hs@Lkh^; z$Ijgq>SP{VAlxpqK`bL9W0RWq<+Vy3_xxL`S@mYoX49X9M7*L2J+%q?+sNbZW7Q}V z{S6*NboOYg*N|mNfJEp%52sc#yG0{xuLMm@v&7he9+=hYDe1tNaid?Ey?%&#O-0Ds{mzPDUs)RcfctlZn9RG~A=NGE0 zvK-p*w{4Se6i4HTGx7V&D^!LePCPnH?w}Xn-b7oxWVv@D?>zajW_XZPR9qu&+$VO97d(#VfWv(@2>~Fq_$RZN)k*>OOX}bA!2`R8S8Or+1k2uHfr# zF%T5f3=3GYZr{(ijzWydqAjq9999Y?a&&Z5tnxyAvdLW{Z*q%k%?YL1>9MiMA#d>+ zE_>F1yoEA7lEWR$8>2-}6S|`*yy8aNOE_WPoswpTU0gJ^N*I2AO}9f%XAs_hv_HMF ztDeDQ$*#=Sj#QRU$sa8#ZWSk4m4&=d%uTOQmYn6W8Dl)|koB9}n?e=rj2>%8N0pS6 z_`A>tTk@>0tx)P3;?hcQ9u#w@>H9iT4&QX1vj00<-Y< zB}BJuy3+b~$z8kBD%H3alfxf9KKcsDy7hm!`0T}U^?fNOd2SLLR;{_q?r)GgB0_eN zrjJ)O!@6$TWB%HS({Q$P|I@5@d^Z{P{HuBk8U{AjfrVN_V~l1NsG{*&mLIii~n6H>95M=bcI*P zst0daCR536lYZS&#A znlXIhlaniyx+AL3mtQTWzRVfxDldgKyl0*oQm)uGeXgZayy5*3kw}8aR8QR4R9}ir zI(fy~Eg|Nq*{A$r9}kK27_CzsKYsZ35BJ5RF8?G$AJ^e=+h&7a4h%GAsHd3H)0kr6 z7R6iL%d!esNoW#EU_#Cd(Z3{0N8NXpw$8BIqR+m% zE*kGeoOZ}oC26S)JcqdiXC`%In}AWPd+ zL@24dw%X?n1U)=>$X-sZJCn%mqx`sI;- z(1CV=ecb+ZkHMU7Dgk|AsSG3kHNCW?ByHr4u#A6ZaO2a2gZeV zp_9#-<#C-S8mz$+RTzHa(Y@Fe9ZXtyZRv{@BF!Bvq3*==im4AGKj6Gy2@-2xiwlu> z9Bh!14qxpCGu7;_hzwS~+#GOst4h}!VF!&_-i$MMAggaM{ecTt2q@$d*gLrB5V3dGa>jV@%Lk&UQEBFlL6KM@>ylN8yrnW#9m56_G04wQZ1DCKID_5+!x_r+bqV+Kt5~;{^%-I*&XU;Q&mnmb%xfFfhV<;L?cz)wWwtw zdmgn;H90UM%N3e-%UPAZ4YiJHI5RZ}gRM$ES8QeG(42iK2WE~+z@4tpU_leJt%QL^ zz|{D)40X`7D~g27n)~~*mMvMaw#-kaAp2Ce8rXR00DXd_yK{q6(MEj>Fi6fT5#GJH zXdh*G1_$&WZUc>$;Ho*FMP{>4aiy7!wkeTo6q_9{G@9DjCg)g*X@uO<)iaD`hOO87 zWxIHUW3(IVVlq7M*v|LSa_$f#+LZ3u=|JHcH)fgT&I&lN z0D(Lm!})w5{~yN{_=Db`y}i9#oZfDS&FP+2q1@LYL*b}relYj5%%o^)YC@nfm1)lU zv6;sJfOA*5_X$kv4q?0JC(!rT7&9=^VK}%U;&U0ko@iw<3!zrS&TgQptx){k!F8$u zU`o=pIbdmA3>z?TVs&*M?y-0ateLIXdA@NM2K7%Ua1{a zb!p}b5$}5hkB<9CMvG*8Qkkk?;c4#=3wMG)FH__8SD)8>czowTOT@puouxjcCnjFJ znV~+_>fT!;(b?GEuncLtk9VMHWR!DAAyEnj0( z=YgOj8T{H7@8K7r07hU!{r63_Uu*E}OA=0U=smcVIMbu8J`_*WR#O6$WO!i!hZv#c zJX-GHliqp>C)6NRio=-r4u9OeWUI2vTTR85fURyHw$D!0GlD#_XJGM4uM69UluGCA zmY0|JOCo}gaB3s7WApR(DYkh#Un32$TfH36M4T&>#38^`exEW6e|NGOvt(*ViDZgK zs=>wa)H6Q~JNS%+i`fe9Q!5#t2sZP{VHU$^sD$drnzm_ObNgDb7SPkh?2p&gSs%_^ zTcbA0I_$qK^1#Dqr~G3hTYX@o#U1hAR@$GMeebfmgp5q3iF-@ntFdLR zoc^>@Dj|BN-&&nq8Ks){zHrvH-Xs{tDmT!SRhiQr)%3-6iaiv~8S6$6-Ebi;(rNPJ z4H*{0`r+}nU=%b$tSSKJx1ROk;PMgHw5R^UnC_J6tM%cOnrTs|`>lzRTLB5P!)E9v zrfB*7S#3Uswn-U)Uhb=rr}$2T$Q$t&jdCwsyduV-tswr%lcV4xs~MD8Tr#*2uj-4- z2n0rH^h`J+aGj6O72oY?%5nf_9Np|xDix~YZcnS{Hns7Bz;FLT=1yo9-`$$tXp>+W z7wJ}lPW5m~Mj`Chdj}pKpHlxp&bp%P-NS?F5c*?I#%US4*6OCWxHWZFsmo{rwvl7l z-Vs)~Xy7yXN<@sbeDx3az?!FaL{i@EUtu}i{({uY(|J3XHxvc_A-AF1UszE(__Py= z8e?4<#Q|7n<}h97*VGP!o98-X%(@rZ}>W)90@ohMJW9#Va_1e3~$Y!2Bv9~wN z?;2vv`e^MNdA(X#VYgz7%SnaC^N*Hiz@|5mxZ(wyTv7P~JFQfjpAp1GdG5m5FunZI z7lZa4)4a!z#n9u}*xFWuX>7Ul`ah);U14YU|I6i4a!ywmKyZ1<2jP|}IB|7JO|lIM zIb1+qmQHl-Tj){1dUw)!Ol=>Xu$}btXUH9I?>9gUN-q*L4)`uh#Cv!@x^PhvdJD0* zQz_>W1QhUCDT=?SL6+kJaderok;3wI+aeIou&3OoUf*0l23}JF{Fv!A zazaAF7=4JG((1K~v`bQQ?ClPJa3b57uqQ$>;bOKWkxVANKE1x#0Go`9s^As`Pkth-WA+3>8%`^`AQ*t8eEn&;9fxllJZ+Ol10I8w#o$~v-cy}kt)(ceT+e5T|C+;E(U+rn<8cs`LLx4`*~DSYavA$r zH7C*6jE$Dc#A!#X#pa@qAWpsa*U{4pYU530DGe7c8JlQw=%%w{bb4PP<<*7svLAW{9Kb9ZjsxUqD`rzuQix_t%WlV=A~3;|*hl-jQ> zaq5W;mQE+DxO{n5HeqCnz^7_MUyFO2s#kyNkqdT>&o7X4rb-u)WML&RuLIlmM9^tv z)(zRGhZb>WJa*98!&?S?x~y$oVpZR=7lViVWqM?O+pUduF44@pK$say&q0s{pn9cMyh=u)tD=-$~1NVb#>#2!98Ra#YvwD*(fhMk9 zf%!xmSc%fqmq+0<&i^iBia&4abP-o+-tCUBbmasQte{^t0cqt+1*YhFuoDaCwI%DI1 zJDRzaun-xq*mn6x@Tx|hKo#`&B|S(QUF8 zM;}#J>c_;Nj0-x@i);uulA!0B+{)>!i-a*FAIAVxDUp8mrv8*r7(D&hwp9)g)KsFWo0#3g9I&kTAecUR3}<@_{@mZ~aW!xXQQLd#qgP)1Nz>sx=iwndY-$ zFTnoqzqqy{*c6iIC#?Zf%LKh2m;-g=H;@AH!SLK2`JhZPI*#+YUlDL%$^I2v1MIR| zGWS1ogzHGD%4}GLOivvI?!?SS8$(EzfHUZefrPlHKE({T-FRQUjH=f}8F;FQk`WKDfw=VTw}-Wr8j!trq_42v+3EocFw$~2(%X~>8b2Hh|?-|^dA*<02Chi!FNS?Nzi~Y5!aO)J8i_zo> zCeTEYX=!O28@s8AxxG&zy;Q5NvfC|(*Xt?^r2%M`pE?^TZIaso$gBL`_Jgu#U;cq! zkpu7`Jcd_kd~&E~cFj|nawQTbC1Ua1AKwFBEj?V>PaFDa|yq_%3HkePStd*|>p$b-8ezpccW@Sh!rEg-k5L}Yg9^BZyu zSrG6&rlN>BdfFHih+mXW;kL=ck1}d&Yn8q{xF!q1tSVKm;+Gxh(P-Rg&)#??7;X4z z;>hdu!98YtkAEeoW`b9`57+QnmF-2FLA0%v>%}ZGYW36s=Z4eknc~qA0N082r=2w) z^|j==SBmh4Z{)++V;6ay!|(;vk2tBTJiNZ2^a5xm2bbKbtHT!_9zS2FR{AO!d`@R3 z`;V3DsRYcql3{YaKMS|L#R#+96_Ghyj@a=vpUE#vCb|zc6AZW0285Od2M2=_q8qwq zwYV7*(X$Nm)SB?|$h|`;-=EUgrz9>Kp(Ykg^_CaZ&$1v9RP>y- zHRBrb0NHl^v7f;$mjHZk z?${=95u7$+eH$AarV>s?U0>3k!+FBI?+pJq; zcCuJDM;aF+@%GmZrSLE@aW_zqr2;bf_ufA`V(qUw@zy3GDf9K%UDb&X-r&Ibcz^gO& zE8-IqPhb4E#|yKaA&L&B2%XPsawi6eRX41H>TtvaWHrKAFM8+l9@}63jmXpHs*ZPKC#Pw4nm&p)|-@<)4^=r;>B+tw9{y#;I`M zoHzuFh15xSE}!t8{LRLMBEu)C&TPsa$ZT?gfTfT-0ZiHsi13bXzywyM0{d(6YK>wU zV3RNcQuUbb^#hwx9;VUq{bQ}juo!#l1W-QB9p_$H48uIh8;(I1wU?U6Rh5fUq0Uk3QbfEe<(6_*dLOU8a@sd{ zw}z*sy_rq92Gp3^$;TQb9kyC_&*N}C3%}AL%+K(tnZ;MzhXLJ$CvqC=3o;LQnheXe zod!R`GQ~;Afn2vL!?qr2I^?dWSbf2`Bo6r_haY(%K->fwh9|2xP|3Ng1DIl0g=WWB zTQ0Z%?lDp%BwQn-Ork>)=QrT+o>kP+1YB0`2Xas_VE?D%-j_t|4Tl%soEQk+cd{3_ z*-8M-_hSZADEk0SilnRKW-w3+{YpW(Bm?<8jT|*P)(EE(309q$c2oobxt3$ard|UX zK;gt7u5H=d4jeQf4yg%cNCdT04NjXAcO1D}h7PH!50<3^mQ(%Ep+o6IJro4_B$J@lj+OEv?4+XJrJpL-G_LoY};feO}x8+J80|Zz5fcuaH{>f!5tBh7%9r5D-ux0@`)x%7J22TDCL zG)!i@0hCwba%zOiit3w@UF{1vU8f-z#7MBYpI-n#_6G@s(@soLkI#1$ogm_LAsR#I zIz3rTl&+OlHuNDegoRAZntz)Ln!5M?&;RV8*03_cU=$3q+TD)>3oMw|23TqgVKXq; z>X35FnZN$?A|ywp$!Gbibu;AaYMp8Yin8j|P_3SE(u*nZoI!-1hV<@LJ%~A#KK=m_ z0f<0dv?oaCm5{$6))fd0o;!pft;(g#asa9!HvEkI((sEF^$99~X48RA??g)}3zh3r zXqWI)e$RJ|L`ucI1JdV)q_5qDP+Kq5g<9$oH!zHbQ0zh zW_UX(4I)wuWRjay-1=q1Kk;BH&u zlZ>ff#z=>_5XNe??Wc#=%=E9_s=ODA4$`n&5I-Od4uEZ_1Ca3f@dzXn!3mvx0|=!r zg`ozNs}}4}Ej3O@Gk9H==jngznYn~{of9-MJHhY|w*`-$Gc(Zy2?vBp;h8q-GONm{ zNCM#4&*p4zz{>CrgppAkF|hV6vb};h`Fd*K4dTCr$2#HRB{Y>=0eT20GJw%0QIYCm zn+h(q1WEziLfUB`PA8{Rh7wA^Ek0UI@1UTSfR2M-%W;52uuWxXbSC~bmFD+p5_k|2*O6VgF};)%?NjLL2qfvdAXoL0#; zAXR`H1=-;^ps}EOs6H*Z4if#+k2gf3uxJ^3d<k-lE6jW~ zY$^YypK$gQ$N!s+yg`1GL=zJwN&Hsu1Sr&;y)9%YM;qId%OX`20oGCwj}n+z--Kd_ zQY`vbW%No<6B78f4y=hEX{0~}4e}_yGe6rPU$FGi5&sIfUTBQ;(So1IfM?IUOicqB zrk9d@@Wxs`<&KpRAYdx+3e7Inno6Hjn)K27F4+=<2ztn zcKT-MLscBhcWZ2b1#Ai)CoSxZMzl%5*h z)RheeHp-dfh^r<$RO1KHy0JcgFK@6LqaB}jQRjlR;aR@2~2ny0L+ks zdTn>{p7ZY>01+lna;hSUTS9iMS;upD<_!f2&AI{rK(XtTkgbdTj0tBCyKMF;lr{lK z2uIKeSR|{0ZC_JY*9CQSyYXpE9w6}UZqfJf@Sx2k9fe|kIkHgGKpAUN(cbJGDYJbL zAk}r)+YJAM8|t=c=D7_VlSgI)LSGvG5(0MFI?CiLU^Lfr1{^5iVAs+kn}HWlr(zNdbs5bt zvWQ6iU%$66tBx@)0Y-nUE8M{fGzTOq5-uLVe~bbj#b@QQR0#w75m>sn7+v`h5Q9e1 zAUB0FlQ8bU=2TMDEG;F6B0@m#khh^i74w~?E`CtqP@DP!YK^TV>JWLzs{uUWu|6V) zsf`3ZKO~|*gPMCc@=56_vrx{nz}%Lfe1WLIw6~`YgVZ2ENu=P^S2NcEx}9ZHW`iLf z@Y6C#siT2Ogv!su@sHQhvl;^B+82p3kxrPQ@<;w^VfY08MBZhE*2|w`d)1PC2aAh1)jxD6bVGgRoL zM)LWdesjKAP%!FM*liTbwa)^Nhp`q~Sn}(f2Fbt%S!3AT1!DD#kvk5F&#rKx(mdLm zkRnE!0H)mYq&uwF@->@Jt@>%3W8q?v3+51gh!H5-K#PMSaO-(ZKycFe!!M@+!)Rkx zql_umqk1Dqg|ISg1&4wgl+%z;!}-?C3aETme0U$N~dwI9Y&UT~ubE7m<8 zkas`t!U`06b*R9O0My-0vsJW&A}Pul5G2E|n_(T5asR&Y7l{VSs;U+Ul2~E~IJ< zdhp{G3{IQsJ?I==3b0i#g^Lh)2y+iK+Z(9O|gS-J)OG*by1|D_Wr4|XUxl0FRgwlwx{5mk&#`bHHSn8vb zCT9B{Tw7a$z;6o?GG3%p5IJN1C%ndjJ=8{oEqpY~z9p=ga%iWZA3hy|m8un1YOHwe zPOvqskqdbZLT(qaPHpl>QX1s1QbT$)0&qEI+rTiZmd?Vq+v54G=Rgum*CBUq*mJ z@-O0%E;?Ai1&|Zpss!;!SK>pb?auA3Dw)hFFv@+Hg+SGghN+@Bkwe0a#8V#2A}9*Nj1H$lSfi8y zKw}KOCaDV8R#C0*W@DZvCYE7(7#0>raHZwux%B85QDE(yAZG`-wueLokEnpPkzKoX zZSK#2>F$JWUxr*Sgh({#P4YIU&|m>J>|#N5wH<@vRR?BI2rEH7M_?*6U8G?ua-pqY zWVY1&{W?)hq&P2y3hv#ybqgNQ8pe+r9d%lL78K@0Td@>fFdCTBfu%BF9GrlL>B9A= zdiNQ(m0+qWRyhD%2l5_Uz#HIdxPd>#99MF8a|8j)D5JG0KJvjPZid^ST$m4m9mo|8 zurI7ATVl-|oV)2z#K%`Rx`79L3mk7Ga2!%l0Mr1~S_J{^A~0C|B}B0YtAYa;46O9- zlEXv-%QoFmP1ZIvG^{f?cjqDyd?<(!p84@t9rpfE1Q!iJfnkQJ@aXWJ67VVE5XP;5 z#4QIv&(HX`s<@ptZF_75TC3j>H6ZGZJqHw#HRhX#XTu7i07V156$`-t=8sHo+f(i_ zBqeZUtLrInh5;xB!K$~BZBlJJMH~Zp`}&lB;lINx*>LO3keHB|4?yRb!<=3i_;bhI zok^k+SRPzc;Q(CR9?}TN3L%-_EeK>8u};PM#b;2Q$V5VNVzLEjh)Y1)CFsLnO&dVn z#_{)Fho$XX#`ZaubUMlnKjAb+01CisfIdqX0D?7K7V5K3=@Ttb9lk}ng;jx`57pYl zmM=5tM~Xbgy5v86)@MxV##;eM-&t2z=hMOEK0yg$l{`Qy)+a!|hRxvC{BZM(0KT!i z1axl^5ZXc@+j?hC{RB+v=?EzBjzBSEcQWXvVx6(P@W~8@_zC>Mi6PU{(o#R%B9{R1 zfwa;fF)2w3H%2TA1F|U*NNbs-7Pw0hApE_3mmpaaqHW-^`m&lC*5&fB3(SXF>3*bJ zkQ18pbX!8AT?Cqw*bk8VRnZ5*cNZC^TS;B2#Cq=s0I^jbOrOA zIlCO9Q4yBp)SG9)t=NsvG=BIDm5K{a(Lhwf9o>PA_ypDbTaexqL4XOU0Q+GWB|=5a zy#l7G79JM?=FlWQw6X(OQ4(9_hW2&Pd8V~`VNt&bS&URh8}hk_+uX4@QUTa1e(DEc z2rt22EebaEjDOEU_8=tYmx~{s#WsqdrKsI32~yj<4u5>7yanVJ4G_?21YENV-+56H zIma^Jfp0sbrOK)i9b|)yO$wAg>dLOY0pM>zc_hhy7nnyK1ejxx;Qb;~FlkP;fWZfgdadB@i;R`yhcr$)+=4q7L{%C6?=fib!c?xKdBU&hP*%auRe15DlcX)i@SV z@k(i?%+BO|zN?b<@w%`W3G0*)XamIRgjV@t1s(UM=lGZVzE(%|Yk)hlDyGhufEc0f%cvDkB1njqZU5lm;$88mCpX)s{Lv8q6re{25ZO zI_|bn<|TmMT^R0j-3G#dIh6-0pd8d|^bc(gpglZ^Dhya|c@$8Bs~ts^9|g*URXNVx zvAv&RBFkYV!ZksCb-`g7TAZG;FKo+;J!1G`ky(N}0MGR6tk^QE4_Xa-unG({h$H|! z(>?n@abhYFLjMV6X;?tVl?UCawXaE*5-Ny+6Q{hz`V7WwECnI4g%UI1+T5;90gT58 zkKr4FS~|jFR-Ft+Kkz*bU?F{5qX7`&@)MYVy62b=C}_?|gNpPt@^Zi~>~7Ia{uPzV zsHw8}^6nw3_0&c=D4BwKC|a9$kGk2@tO*#jC4}Jy$WS1x98%w;B_qF#RR}`9$96Z`8X{F266pVEcdbdQ(tv zIfXtu4UY?GNAX`Z>7xjK(Tx$XM$^(yYU3|Z;gKD4WF-I9qF)o9^&b&Ll=bybq0U#Z zHTU{~?*FGR%~tkdO%(Stcat`@}yd@73Axm zXH;QGaxirQJ)QIzy-8+l>xE54<~qi;RVKSBzHY93A2|2vGqF3`3%>sX=B8sD_`Y&q zRLr}of!*RoF*cq$sYWf2o~5<&!|mLspW8!;=d`_-Kz7QhRgw-;wMcv_cinK-Bm|`Df8D$gn}B0x6WP4+k68k2~%Uk zCkY9_X<(%g%MIF8q(hL3t%gF#2EBIyBaqG#Bp%oICM4bK%Lp+adBq&COme!4npLE| z^MQgPQIYmVa0y|c^=0HYyDLnSb8IgpFo81(=Cq1sQ#1g|+3|ojLxK|gU^zg=Fi=cv zY@vzmz&mER7=K%>cfElb zE=!^W`e4QX)M8furPkH!Zz?g*!SvwT4MMLWs^&G8`)GN~!eO;bG+{%Xt{{ zShgoeH;t3S3^RL5@v+mC?GkF3?3Ao7@N|;3kF>bBgWyy_+klk)6qZ+B$a(oCb(bL|=(Q_3qfcg2yP za}8r>Uv`gKi&M6SjDOhGFjC>4InM>XBP?duJ$5o0Efk`KDKQ_%iFT^e>XVQ0GLNM7 z9b|4+kxnE}z3!-OvvTuyuy6~uOVcU}XHqJTb!lj1(#=QeLy3wWPRG+4CtM#+9-=!L z>LiltR0uiNk1Q&L*HltQ|I97^D>G+b!?2ft8DqTEqPk{Tvt*oDr>bDGs=McC+X`xu zkBQ<ZZ6AV^SbPmJcqG~3&*(9u59Jr zKIY_E=F|&sw;^o8d-1ngS|F&tqIL%g_w*PwajNnPnC=Zx6*a{ z=$f_Kt;QYGYwjL>V;ZHA?>w@YtxpMeF(exHm9qSa?w&fvIm51PGeT-2l;y;h-R4L%hpsN7~Y8)3d@6LEJ>o|$Y{uYj!N})zKB+xilbT3+ zn0|eT{SsPALH4j~G`+W=U`&58Uoks3UW4UJn~iBtFOck9t1jKSZYyxN+#_$WFP}+T zMJnng39if*Dxu!0r78{WB}Yp5*OLcWIa9^as#1o|!4~B*qB5(K7!!5Ty)XO83|%2d zvsg-%b5loP8^PG5d3dwHcY^|AQTm!mUafZ37Fi5&=h^VG=-T1@2@{$YJ$!J+`4w%O zaqQj~Gd=73UQU_iQqF3YM|2b<2@_}i+-oVSJ-m*LHc^$;+KukN!`A&JzT(O0kU^MfP9A;Gse zN=4OUNQ4>0IMy|zXlR$$;hRp?Rn!895Ff9xtx;*y@aLGJEMcG#85XsR1%~oo?Q(6q zVZTJM?v_oTvv9O@|aGdkop2hjoLI#m&OI~~QlH9UWd5uP1VqWy)vma)f#0PQ-DW>=HJ&vTY6PUM!sGBP5mo>-nBts`$KC>Bx z*UT5^O(jqyBgkfwm(t2Nk{%`w-e0$5AZ126bjB*JXxW;|9#)QMTU(hvwSpXc zx<26LjkZ_jJ>6ui#XOD55a;-V7~?b7tTr=Y|O9@tx^C)czZp00zrgVwu_DkWo+Z$&>y9eG8g zh=4zmF|-T!wM{qGHrYBSx1ZssE#eHF8(+1U_S`mb|)sB;Q5As^K1}3JC9U;2^ULxVj)@iltVSft? zi>Uv~mN84P(-$h+=B_E*9^<>doMzD)U@^VM_2a}gW9faZ>?UUVHQKCN$arhgpaCnf z4G8vQkV{t$KJeJgZjoiJ5Js z=n#=xo;&oSu)2?O`Apqpj59+tdY<|1Myyhkysu%fx8psT#;^|>C+_O0QVdnyzRBHA zmf|+bG46d#m3j7Y4->GGzevDEC!3b%tomfFF0Es3rwM0TbF|Z#?H1$9daBRaceymk zdi37v$Vi~N7KDP4Rg+m$-YxYKvqz@}+gw`0@(6VHQHXP};~S%DuGSryODSEm)@+pXZT$mNfKJfAiH*J&`(or-$|h~-y8g3pdg}|O z*X&WAvlaC~OU;yYpJ@2(#gEU~?t|KoRq4Y~-&XvJzox9asIDCO@Ga+VLXmli=lD^> z?h2NGvWsRWLyg0=XHE*!Sd2VJyXupD+wSz#h&Oac#?0(0x3#z)Q>t!F=&uxpz=YHy|YsngXAHZ>@#og7e<9Viid|%E``*!1J2Hy>e9DI2EC>1K{ znU3OXYAeD*Pt`6fwH4DmR%euO_AU923}HnX_q;G4ECinjmO4ZFIMH>!O`^f8`TJ7A zd>O%f?Qa*nQY2~Hvs{g-O!?u5Xiz5!xL5sYKJ$)zsiIlXCT75BxZn$y`A=O zhN`Z{i2_C+85Iv`wGlFAqxu_IUw$h;wEkE^Sxp;?m)PmCJOjGoWt^Z&69?HeR8q>I zkpR_R7ElPpl08ZkbnJk2GX)V8s01O=l*axtZ0Q4uHTG-6SpxO4jP3(B)=E@_2L}Yk zwuIR}?tgV*Eb#|WA(unVIfQ^Uc%y9LZ$q85Fz6A_Zi6BuzhVTGx&_RgZJK>+z6bUp zjR8s4SteImhT;)q=deWzG_p~i8OX6+hc;_aCU;}|77&uCDD8T9V_OL}ib7qbHh}`a z(Sgat#&c9JBZK+-k`<5PDMNp`WKKKTMhrUea9lT=T!j7RAfCSuk{bmmv1>zN09(Tr zumi(4pXq2jMuT`4Ra_{z!Gbrh4HQXOH4;wR3N;m+cC6E5yRbQXE6|h3wSY9F6U9qF zQ)9A}LBdTS<+>YZ zxFi}FhMK#&QezTr>tkEvG}SOs zr$Gv%e#zYxYf~|q%E2byrqtY(BhK4+#$9TYzfxnmmAW6lOLo2SGB`2h6y=`Fm!JUm zgz%2m5-ek&Gzj|)($eabEVq4|W25vywf5F6AP^%#X%6{hP%a2;+IQIz|N@wO)+B-NKg(R%c&$wW08Vt0hQ^pZZ&q!au)V}KwE~eiET0v zX5tyToaTw9z^iTPZQ%i-mD6&hv^PQFaf#}|v8@cds)skK=04_M~G+bpde%a|%ip zkD>o?An0dHa(m(LceaTD0bAFX=hhlN;Uh6=qQc00uEuI%>wHn5q3l%JZn`R7DzxM92*KzdIi;~BY1=g>ZU_wEsvq7LWc}~ z{^89lu2Aq}d+u+c_J$jo*>rXaMC7XU+n`sabG*v*MF~IM*YHi$P9dRE- z2K!Kx(qjPo3mMhJ>@e8X)EE#^#WoWBl2V`_)v$p|wEYNhQ6id4Xc# zl>_fphbY;tbmv3LXY6cW_cB%5~5jSQaLq@c!LYfW%2E0XnMm;uT1E^vd!KXo(92J$t;H;jUA= zWna+KoI;1@;mv1>E3?Hn{e0$EYK=guj18kaFU7S0?*^&3h>wm6sViI0ybVesyHUah4L1=Y1s?$;Rr#ZCys9z0RS6^?N^rR)Rs zK5NifVBe???`&cI@tqx5Q38FV6Ev9y*tEgEJ`EOwMZ2|7Nw)MM`rbMumaV^FWuE&C z80Y?8_X+DnD6v9WF*aYML32?Dv`JLr2|LiFAdOB@Jp;EnHt#*UtGo-l#ogeT5Ii{u z_a^EyKz)(Y+KM$*ICJ4HmX6Sf@eBj(p}|E&!-WQa_s}-~m3+~B>aeMVsJx*-xOZ8qZxxy8svKT_@U81szW;v4Lhb63E>6Ahq1qCvgAP1Q4W z$nGll*wf<$ZJeD@=>p?4jTv17h;KjecqvLzv;RYwg7yRPY+_xqP zplrXnao4Wis8fGizV8MlQ?D+Z$v>}fk0l;AReV7=keFY_dhUZCu3E~5yAIB~>lr4D z$K3bUI`MxP2Y$hKvHSY@Tcl3AkSwaVQ%2kT>b&yKF!M*KBuNHPetAK!n(OnP8~X#+ zdPlQRsgQQ*`D5|^?qAs{uUBmp(Q-_AYBL|TEeg`W>rXmf^?Ir?-&GqC7qbID`~^Fx z$Xvjkf4Ixs9iCmrVJ=(D-rz@abuCqx|JG7`>wt$xk4Ng$r^{64`9uR*xSYYm{J+NY z4GbHuMt)nLMY}_B26;=}=d*7QT;Vxj4Fp5mO?7Mk$LEiy!crewI8~a3WJ^8!h4ZwX zKTqKcX2Xd;8-Cy+1Ls%8-sP_3&l0==v-Dyfw*5LwPYhtX4KB>T!PoC}`YmnNTrhn~ zbI+SU-n?LWGH`h^9HKY$@@_8tf(ri&5Mutazm+%N#D29EZ!e(2TL0jf@>Q`uH+x2k z@D-Coho~_Iy0tIw%%9RIn9}6q;Hds)9XPAZjU}ahQD6H%=DzgY2^KErfbaa<7K&ek zi`c(d%KmHquYZ-~k4Do`=pT=J`r$N?!;gnl7gd!Eei}{54PU1;1X&Q{F!kZpt=pv2!|Fd3(O9E&CXLbnwJ)M#Pj7#o13m2 z@Hq6hMbyMkYdWUL&R@p!bpD4qHx~bMW*nBR>fA`8n(OK=Fp_tB7qc@Te0p_dq2Wu4 zwYM(c@K0+s2Ug+NvtXIK77V^l9fo7@^FOwz=gRD?#lEA<);BKzAN-H+Jmn4BD)Hh1 zpBVP_zO;p#1Psxx5WIhUXf!C_7I?mQOBb^h&cKLXZ?%;@Jatk|D!x+NA7q-jh8T35n7k>=x#Mj2_$Y5jHx(sOuAmAf&?d z+Y&S^9B6jB4=MmDlzrj3e*8WONJ5AcWNEF3`Q9J>o<8mLl$x`2{QF95hR%xS?(*

4P0iz%bReY;RMd%WP0c~<1yQ+@? zkqb!{6jZB4)b`;u0J@)eY62QuS-1w4yy4rkKe*>u{4a#3CFxp7hxtPF7#_M}0cp2g zof01Qh;0QZSBH$t?zt6URuUER`A4lIpdsjoWH=O#<-;_dz(n>1^dwdQ?T&H&qSer_ z7Zn;6po}llQ=s zjd%hA!2?e22r|fnm~f2^3aS8=1=s`!d;V?L=^XUE-g0$WSk_R{DVCsABJm3|?=(30o)@yKTV6FcGE29A_Ta-G9 z)(Nii-4OOK10lbnQRM$aE>{T*&geCf=^v3#LJ_xBB+y0klem}-0YmUBY6pmp?T#BmlMNWQqU5RB zOB;6WI#%fy7+A_O`nFXTsV9`LXr6@)*aaL*B`C{KtPbZDdE#+CB*@fL*8(Gs=#|Mz*`F=$bW=kc}M{YY;04EAm) zDWR_IB)RG?K*{fpWpGvwVs8tkD~CmZf77I{-m3h(wGVqdu!9KnZhdenP5kqENWY?i zTj;uXaIM6$1_9p#|2?Wq=(OYh_z7rsWMW_N#6VLw^w60MvJIa+>5JPrA6P!uvGcjg zt@;8fDV}hMM|(CvlPb0-S%D1515RwgMZ?44SiRbyZNxqyIG)iN9~~O@l|7(=Rt^X$ z`~;jhHRLpubKLa4xmB!zZboy;JmB+eZ{ze*cC0+~fHgycj7J8HLC>`4=Qnps@o*26 z#-f~+-iT=|h$+h<~s;0{+6n27H@Ao9PrQ4LRemaToIzS9^Oy_#kIJF$ zRn_K!3!r%)UTC-S3)R16+y3~73!wJ-P8{L^&dZg9e*=I=;g$7(v|A3+*fO-Bh zEu`zrKlAxK83#8pKs&IVq>~6MxM0rs>kUV>cDkPYTfVdd5MWIHzMBglh|u18eZ#H= z@YM(qutLo76N-R!|1pi%H$Q0dL2IO@JFzvn-cQ~oL?njsjtIc5SP%?%{()&Oxbp;}0}v;jD|owHHEPE3n(6|0@ULUsmStxFPpn*;%4Uxh$N@9w{=e{*G>qge(h>_VeH$-*zD?~yy)>BJ-Ua!H3EUzClb3~g+J77!&aLX~ z{AV_D+zjNeS2iXbe?KLjUFp@^7VkX~dg>x{NZQlw)U)Oh9*IASWoPY4B46d^$IV7= zVr2j5e55salaT2>5AE5!SmSxwrQW~6z^x!dcv`3Qg5K*Z)XRXA42+)4vzjx9z!c5_ zu9q~nE~I-`|IRW4X{%JtJlFEY8Fc*EMCHnI{M? zyaiVOX2UKc_EPqz>E5cbw5WuP`Ib_63(}l7yF=PdFUErLW&GS8#TheBo=5eb@%=iW z1f!m%>|Wm&T*!MC0zKk4mLPO;US^tj zk-sd5T9&fQqURE->OTQ38lR{5VCOi-sJR3`=91sUsR$xt0k@=w*&|LZdG(Qe1T`Xl6eR`ssx`&e+rkV1lygTJw4F8@Q)m^ z`3yZbS6Tn`r9+ueLBNwLdf?z->|w!%V9h}#=(EAzupT({1k))z=mih#e9lKH(BK|~ z^*xhZ7bakXU@ZB7{vbVLYUQBcAA^4K^S$P~pywc8f_Cg^q@7XiEo?Firx%7}M-8&j za&UlFKjeORlJOYy30UIU)zC(}IbzJuZ2BiWum?Zl%}OxC4tXc2j&(anb5C1UL>Q(_ zKpnW$n#gUygMhKaHw`4z*yGACib1ZmJJ`$q7_u2j4p+S{0p#AZz={H(oaKY3^9q4>>AcstO9|oxfmQ1j&g~u%*ibCY%47HUwIN|`Qd@MQep#P@=IBx7C$7B6+;1T&} zaRBaNBGV3!&1mIW{~ylYJg(-v{U0BUj3H*mUewG;p%U6AEzG#ZK@v#|g|x3Esnby= zrkN~_lcZ9SC2gX#X=g;*6qV|<7%eKDXgk`!&+EAFPvXsaNvk|fe?T1Gs_>qHN>75$d7<2<5CJY_im4Fe#_Rtn7QHa> zJr$I`d-af>O6jN@H6$*8I&p{wyR3#@vIVO{XSv*AuXwLtnL35a0wyQU`5$7@z4i_$ z#TVDit~9n=!XN>*^1G11U&5dw5RYVN-cqHOB6J%y_#z^h9cj`pg$%g9f<}ZC)fuy! zoKS$XF)h|VI?`3wS;0VldY$l@D%`vX=_k|%t%C2%-4QW{dXFWH!TwH@HU0ehYpNeo zzSV#X4_`XD{5v~ji(Vr@547EV65(xBOtP*J#OR%J5GaG!LJ~6}Isi!+8(}b89?L*m z2wv_@RBxn?DN?g;*nllr<{Vwf+;Dy39RUkIeDj7#%ihmsE__qI8{l*8C&T7cKB^7_w0P+SD|Dnc>{`KR5LCX=hjxf1n0=1mxHtqUwm>; zj85XqL6p#52$Ua45<%^uWA6uq-2pW*arH?iNz$RZZ7-K82cP$w{XEMmbxCEyrk$sg zjggg|1CSdXK#^kz6{?UFGKoHFcaZYG6dn2UeVtT2&$iEepT8vzrLy*@FW!*Li2z??dV(ksuSfds*FUchC}5}WTggR%DsEXk_A1lXO^hScmq)Z zzM>{n^r@84%>I8(NB;i5rX!nOcItc#z!G7<5=I+@Ly%_%_Xz0m!C_rN@&-=}3l+gA zqH2FpTM{Hjm8~YD9G|lX0>Y#llnC8Qe!(+|=0es4@_AZnD64D_W0Ddm$P-Tx*akqE z)Dq1^3W$e;HEtz&G-OD3|K+ekUvFNvuI%N;@bYgjX~ffuMr=br9+ z(1{HfZF5y1-1MG9fco+aK{7B=f%2S!u}f=n+#iqcaqmDjoE3eFR>Ny*W}E1FXBzIU zduJ%yF5tBpX2Y?%0<=4zQuz@!S;f06LX*1yF57k+n1}?a9vw;AU78m<9O`fLen3IX|0GqkL*4*fp-siBOCi)Gd_R$ z)y&M^%v}iZ9g&5BM|nix(z-`T`mODE;i=t?ah>vsFSQ=?6N6MMWf!9p4D0R$3E#u~ zZ{zzDR-Ys^y;CT)VVgXQ)2cfC6A#drzG$ga*e6lNx=_jkAO{Jb`{q<`#aKj^x+oOl zOCOEI)vR~hmHPC`vu{Lx`1Y^LTaB|dzMcK+x5{c0#b!?sJ@)L@m%d)kUu<0W$9%n6 zQ$jBNzVN#Z=l<~i_g+&vNA-IdI;hKBUYazV7}^eOM51Iphy>zcn(N^^VIzv29Wg7T7N z13L*Bf%Rx%dk_7%>qU?h<7wZts65SUqTFO-KilM_xdQn=?+xp7S?8BugdnE)G?_-z zb8z>Kv&5YhY6X4GJBA=;@7RzPF14&GA)=L$e`Yer?hg@xaT^}N$3@>2;hmc8+;y*D z9^SP1hKr7%Lq1n@0&hc1ZDYN4QIFJXr8T15Xn#9rr_@#_0Up%8ZTS8j8(7!#SR=pK zJ10cVpPFVTINnDzUgO_IxfV&YEEQ~DiwXJU`^u1ryzaMTT56tVa){6XPtpJn6g;qV z)=dhQT4vjKeMj4#S%QzIskj^CCdPSgxK5P2c>hqOfsS6h>+R&)9yN6K`p^HZ^ra_7 zYLz!;A7?#HyxeND=4oY`2+uazMbAed(=R7Bk$YPI?!khWGmBe>MOT}eA3WzFzu^X3 zYMEdd@o~u7;!t=wJ@m_V71i>_dZ8716uG8h(#o~@s%b%I^EI}uwv=l$70?dn=Evz@ab%RQ=4F*#ddyI{eDzjEfUUz@%UI2s zvjkFg*w)x51_9Y6W5d(%;!`1H-^|LEhHuy&RVy?Uz(^XVq^eLvwhmeX$K zW!axmPMcRz^OuMaE5mR$HtpR54A_BbR}fC$^=3-cf4b4u<+8pN7fn+*1H1DlOD{I+ zmVQ3hM(BwAjGxH1_esrq*xYl&{v2MF?5ivkv*$))m42VoS0=)n{Ef5Z+V#mH2lnJ< z*(bN||8ac1_ua;N9Hwtmv(F^ot7>27_ha;#nV+0?8j|eAGfHU+-rhslH+l)K zT91{}qU43_;R!5TrD&S}$->s1)%Ma1KjWxf$31iR3LVE8*dB&@T_+0)X^TnX0#*6W zUa~=$v%ud0Dm9JamWs{q-VM)4N*CcBWtwUW+SQA&zAEJaHY~2K^7oOlNa`7lH0ap# zOlU~wFeHN)L1#wp93L4LWnZ_)H~9a?9m+qhTzLMdfaScBN;C0jqOG&8oz!1ii1-%@(ulbuKTI!m7ThDywh-VUJiy9iW z5*<@pk9{w&d$r_3yoX3F!%DNm2pg9qYP5MA#NTS8A6_Sc-e*;vXyKl(7=E7AfoHX?h-oLm*o7shtRgq zN8|N^(kDpyilRhuV6njr2YzHAGqBP&?jlyGcsQBnFlU?GbK0Q4i@SNe3SJkxV1M z0RlLQtzd9lktWAwsPdYy`uE7TUz@;lw|90rmz8m=;&J8TPYqn}kz7{YeOGtDFrfr_ zkz%^R?LFybtat<2d8WtqBO94Pp+j8!)7e?=sC|crw_Nx*LQnh_vP+XS4f9Y(@tn#?;38 z%*Fy`G+s>&<+z~`A2F~p$pP<3sFLBRL;5K|ij+ZkH30Miq|^XL40wH`cvr z3b?EWVVYI&Rj%f-aHXG_mgWY-->DWM;4@xg;+4AWR*hD*YEXPtGg_%R6#F2g>*^Zo z(dr{0J3E`m6(KK1fv_ns?hi$I^j|jlLX9;byPwm4rGZN8$@N9ioS669!MeK9O)Sc1#tAG0G5|F&(0nC7di0w>V`&;7nq#wRk z<%9*&IO^X}FfwykdYNBw__{;V zs}8XX@KBBp+&LOP{{GyeOI!Qh?QEQNcbqwSOwzj^;tBN-XTC(Nh^@N0k3@;aqci+B!u_g7F zQAgr_t!nq}J;BpeyWcF5P;R#DY0&ul+Xb7;t887vBc}ND*&bI7l~i8o776(xAAH~>4xe$S}sVxbx;x;fD~Bx zi4!MCgAHrF2d+d^-8MDdAG)Vb;GNeVIJn1$x!Ng7@K)QHtI5!ttp=I9o({9IHKdlu z8w3p|5R7P<3R`6oB;*ZJ-^S*`pw`8b1Dm)&w7Gpme2(3nz$aV{ZraX_!RdW}qPu(l zgyHnnud-hM(z&3arQWu*Zr%8j=Vsn=bT9nd8PH%0_3najQ9Zw-Byb?=DA7Vk+eGLH%tsK0sEo!B`34aeS0PLi4*CP2kzx% z8R+WGt}EP-T)tN*aH)^VWBt|LT<8KAt%Ydhc=U9 z5#`#XwjLJr`y}9}9>(ws2W*|YL^v|=9X|2->OoU|GN*6Ai5!@HBM&EWqxJJE1-<5H zJ@ldj1;eUoR@d`1g`IA&GMfpN2g+rFt)LWlJ4 zAMt)2Ttr2M)8U{FT8fcX{`6p+-pd+=aj`$DC0XBS8hxZna1>W~@aYb3&^vRA(;AzX zrB>c(8oMoXRW_oe%Mbq;pI7gJ?;E%Ip$ym)e%)eG?xTm|oY>^Mnw|ZZO9UM$%?WNh zX{&)~*$Wt1Zm0=Vgt)6XCVL z%)TfX48L)m$UWlI+&t)xSSvN)aGK&{y!r8D7|W7Z+s7Z6>-mkd%p*4cR-RlXDd8OP zvavoSDR}%B-UB~0mJDMNr=>+1L>x=lvA`s?)l2Pl{Onx;xaBXF>iP`5R6kvVwH5Rsue450d+y+@Ab$3Og<4eC zicoV=Zs@eMp!ojF#e(ZGbAsD_QSLI|*6d|0gp%TjC5+oVg*?r0nZ|7ZA%MMfwD#6n zB&||;Z2j!`Wk(;Ti6AKA5$3JFto`*w?%90Hqa~S%t125!^;IhywGQhDx*ok66WpYg zqDtL;n07GO*`SBt(%0^vDi9s7OPED#HDKpligU{UdIR-{&VEjjK)hZgj_0W0aHL^Z z&b_5zD{e!Pkg%b`$XELVU~!4dV__oowLhOE#jAOm9j*7taS1P07Iwt1RLQ^e9wJdP zOk#t%+}9ge2rd>*;V9P3H;cWo)K9c)w``cMppW~k$5OfRc+slIO>SO1x2Rzb+6A8) zelIz8C>)7RE8Ng?rOh)B6u`Gv6Zkcba|$&}lx^ni@4F8LvMN{g)=`vtlO{IPaz8^fian^?A$J-d$r zIU%chU=`eZ*N)0&*97KXEwC4{GTiF7_0*Mzud;=XeF}_3&w=g>7QuAiq9;tYVu1PG z$(S7vKZ`>4kq2CwsLNRywT)UeFGigMH(Nyr-aoyW3q;fSSz0*BZJB@1NqEvVT+&7Q z{hQ%qWLG(W;v(?QG%9NsVzi^PN zTad=PTu}D%*X)fBRRaqRwNe!vkBV`UPKogD)w(EsGj0o4nyKi8X1UH-^XAI%P|g^W z-=G4Fy+YOO_h*OuQ*(-;@fl2B=8out&dzr-c+{0CVz?jzZf8JJ4t0sRn3}mna^T6v z?((2)B{Yp)f4qx#+(~-l!C8YMBIVmwYjo$7?pd~RB6mZ4O4(3dN9WO}uU^e|QJya_ zj8;pf#!=c92yYBYXIP4X&qv@G;Wbj_RSd1f0qSYCiLEhM=3f#q+7{6Q+2TX09IbYA z@^GetT`Gv(#_abZJpJY7cJcxk+q36`DVY|w zd=G7KlH`YVqk{?X=@5rf=URRilnC-qv8EA{Ms6;kB2Yp8n(8K|*K!xur(qsEk*)j2bfGE~E)cCDKSaUAjKY zbL^R~)&*MdBFZiiH?`ogR{vd6%-#}P5#p?!Y+MY7a}Wz|_9W4w(30NjbY(4LwZ>0B zVS#n7=8f#n5g=!+a|(X%Jw$cQq$TR)UTAW^iYAJB`tki<4)n> zK#?kYR+EHnB@c_G7Ch_5{U z_a8DX*u+n1TXU09WG=7ZQFgkUTJM6>!8tiXn&$=yreS1ioQ^#d=ktwe8=>`5MiWk4 z-B$m{(z8c^2OYLvYQg0G+GLSb=00{4FloizzJ(=%@NZW8#ni3!1UOI!69$`zwgX*b zqg?pC{C{ONlMBE7rgQH4r6ROuN~^3(v|g70I92+1$8q^~MQ2 zg!5;od;%tysRsBiLbh=L#M=6iRw%e`#TyD&mon>n5I&_gf&OAdn!dnOmNO0mvw)tl zGK1e70R2*M!_enx1zfv3nKfyouJ7Hm#><&W_Nf7{UP&?Z5}c0c0#dmx7=C-yo)O^$ z$(vjxCBm-hzVneRf)?T{zB${d)qOr# z!e3|U;A1gPp&Ag(ShbY!t)IF$)n}$~Xfw7bC%Eg7Jh=YyKyF`E7T1;EV2OA~=(k|T z8&pL5&tY_{E249@8=BwlZ_Oq7r3SiCM|DA&iQD?_qTAUgPH;Vrm56a3^UdIUo!6mt zChn@IU)LzNs|AI@Z$>@w8Q1F^TjibHx3CZ5W-Ee_e#GeLs3-1$ zt#*672PiP()1H8ARYPXN%44g<%{P+p0bS-GEsMQ1bAvgU|`3*+dfb0D5Yu-#`Ku+r*C5OB~;u1lxAj|$|5svR~zja@o$y!PR*q;80 z*0YfagbmvhFEeDy8pBhBVg`$8D;h_WB1Yt>OBuUK$I0WlhHg??uPB`C=0=VZ zvMN4I6fu1Qn$4ZI94SAgZol1`KcXFEDPaaAVcnxy9=YSlB(BSgMy(Z%TG1jr;Sj|F ze>a-1n!Sqd3qlX6y?j{Lp}Aq%qX;dJSv!hxWJEX};&qBzK*5EUBS`*|_mF!1`*U=3 zCrz3(K=>t4j3VBq(J3CQ%uCqdW-&rTIdCpZr%j{q}kxO)y9`O6tma@1m zq`|@0sU|C+f$k*X{)gu4^-|W-{-(W(YL2_e1zJD5P;2J|eRkxVw@yMC98-h3?u%_h zXj&csY)g%V>G|@{WbB?M76Aj{-%#$DY|VM*cP2kVa)5oo$7h*D-z_6n!^v+(q=5>p zk>?g$mRAZ5)gD%x1V5J_u{`(8mQSEo4^OlZ&~sF=0bOfoy8A zbuKGOp}nIp0RC_$8kZE2Vhh!4=(5^(_D~TJDWi|JIE`A~*4{sB5Mh{Rv1M!0{Q*i1 zmRM~Oiun@Nrlqar;KaQ}!#~l1+$marCd&1Ujd+cjnGV%dl~nyCwJaY+bCHPUs*!)T z@-h+rd-rK+G6b)oFR2TPf2{WH`##nn{^{7j+A%Awjm9qqKYr8tq|xldKniYEsOB7! zY7D<9SXd)!8Q5w(c@$Bz9()j8pPaaPTG{vP_cz*94OZzvRdpf#MxCGN_8-@6V79c1=??RXir5PY8XEtU(-KY=)*)C8y-VoMhwG->E1} znPN3|>a2FF%d}6E2y&M&qT#lPQ5#qXw}Ti4X>n8U;*z$ZvG#<~<&P!3JaH|XHTjRe z@uyBL&1R#`X5DA3G!~OT?$$sNAGJfFK9`Bu@U0YUfwve!g;$v0nnn)Q3et1Q@6AN> zyduOp!AJ@z&^V#Hp%`R#==7krF~`@}axIM4nzL^=#AjEt1h><^Lx$T?9qkU3GKgNs zZzTsd7ptUxh!pin5}hB?@|(9pj;V$Eu_DrNq8knk1kK&L{*O7DvaY-TQ+CFsf04|! zH(g)yciKYQ{U&5v)(i;-cJn8mH29%re0MU z^?_*j_ycX?ckkZWdu1_XMPPN-CygaqCiNKAdgik3{V z?H|;8WQ9}t<4lcr>r^#zzUe)Ca>#c|Rmot+Q)E(yE~0<~)j#&hpPq#$*m;guJa6+` zcNUpT1dvgn^11s}r4aj|knBmsNOi;##&L-5qtOw{0Yyt*B7Q2bstTg`qRuX~HU~R$ zNx{jHp7{BO7p0c@TIL|-e{^C8_RqjsSXJQ|X|8?l2sX>HZ0wJc>Y>4*p`HTW}ZMY>G8}|{} zUWcp0hI;rm+w4Hu-HyG31g}5lzE@8lJJBGuVO4aJ%8fcSc!P`6d0F-JQ*D_>Eu}p- z?*_Xi*FFp@)lO2}8GpH-CxG&$lvo>hs1(`y43QziiXRN%A-(jbk0_*Wb*{T5hF(5y zK^wsE8*M5_sC@*vl{A#h*NeKIp!L9cD$w4z@X)_hUz(ozG8Ud(+{T>eA6O4PTa{hl{9)@*Juf?m z+DuXOKxUO%)~g{w(0#uuYX$YP>PZaBlB1qC7ZGzvEf5o{d85`*8DGd=vISdep!S4C z;YEj|PHg0)x7y~PO|Fw!T+DrVR>Q-0qfSP(XXlJsD;@R)i=zt-+1X{eL(^qzJ2~nc z8%wkPCmRnA%_VqRIj2P5Uoy=N6(Z^Q)jWz4`ybb5cqB9O7yW28V_t-D& zCN!a`ZahN`q8>hc218L-uiNFgWrj}`Tf9n^bj#Hkd3Lm??U% zHc3_R-Cc8`V?oJch?w;O#obIf^L!& zFMaaLmrAcjddW3vg#u{iL)!m#fno!J0XYbI5yy8S$4s}K+TfdO{AM!f%G%?CUS@8! zFIvlM>-$rvb=Uy9eg`J7I_=z_?hI#>&pgngniJgDQPqkd+KX^B1%6$?|DOC~atTjB z^ruRVTIs@~+G2jg6iUL;)}uyvYGb!UcY-CLV0AZ76GX(FxPNkPot>6Db7pDzy77Q3 z*E6)tdx%KYbSUd008-RT6_^b_GCPtWkLVvx3^KM<3R9UB9!MA|ymJ>VXkFbj4vQ!n zq1-&7PSk0h!e>up14|$#>4L^wEfDN;BgAoP!z;it#ptpYLPV_1a6u zINm5kFt~P743Q?Zk}we`=Mfy97a~=_!a?8O8C!7}k8Yl)l&Df$Wt+ z5#qf(w+>%PalG!}Tav~?TjX5TDoQ!a!^a?(Of>z?;*raX`N&(vIuqlBp{+9Jf*7Q7^{6dX?>A=(j@hxiIB(+RLgiZ0J5p!epeDDdwJU=<8w--RE1GP>-)pmMVqAhGG zHKT(|qXod)Q41Z_N_!2r{%q!jdkq+-UDwi3WR?1$6hPp?J)!V;H_(a^|FIALN$@^e z=+=c#ySA;BJdWXY2~C`sYiXRZg2(T%(R)V`r?>@o-yRT3gA z(~A}W-hvL|z9|UG?!6Ibnze?}eb=8QhbyP{@19cFtnPDenTrVoK-=b@0 zQ|H^P>(%p_W)3}~+y$TT@igt=-)+!qB4GMB_E9TjF-pia*r?gA=l(pj{sQ5;0~t9( z8S>$W;7RgZ8&TLrx&?q8173hotEHi&D#|taI&B{2#3Dn}PH`M|`J#tj@tSxlY7kg; zf#6Fk>8OP$+Z{&Pe=AOYn@Wb$)_8+LU#;G&$WD-tWMlI-+~v_aFZT6?3oj?TZC%nB z?k5<-8cw&AZ`5i(@9%lAWKBn$C#+~GWl%7~nn2{&xA%Emlru^!voeL>*BV^vX-PtG zginWde(Qeez&;~9IV6jZ04W9vb2;A_5xBL0kAxEOip6397^PW$I|`po-fXZus5^3A zmi0O5gZgG;lsWBNW)eSjLQn7x!qbyOBAuprS?N^>hVQ5IE>GqJATzPmqYE{A4=8N8 z{K)3zg^!{2Z#$3}QXD-;apKEgm`wKUIf6Uj&V2i;YnUB-feNQ{?|0lB=E$dV*f^?6 zT^>~#hjFw@9~`u2thy7IAtABwav)8Z7O1mz;emqr>j70ev_Z&f-^EW^y{Z9|sE0Bl z5Jl*gj>td|*)2KtUXq#~lW$|6l5eiahZPRP>$Xu@6OlYPH+62s-4-vw!9B~sT8uiA z2c1Om8XAZeQ=9sGD&OiK?_xIa?FQn{z1c%`T_qLA&L|>LzcAzmQh@+JSbiWjw!{f# zQF90)FNMVjfPzF(daNLt$Cw}bM~$Ov40U#RW0Fv7O?JQj#Wlpmdc|~H(=6t&SOYuX})T$ z%4|Vk1cs3eoofKw0l?V~BJ*_VY?Y!83)iBrm3(78a)QZ>&vJrfcWL(AABxxixn)JV z)CN6!XD>7-W3Y*~m=1-T9{4+llUnC&IFI_k(x%_HYG;M(FK1+EGDW#(!7-K}`+6>z z5H3P-580#R)YJ@xt_NnIRB{hmUZq3Zvd3$zYpj^EP*TLF!>UmdC(iKhkGjVm%u*3M zX>}ZLI=bHQOtQQl~d7<(j9HmC7TIHlppsK zV#vR&_&mA-LJa7-YZz`(wd(FGx{^J5;$Br;!Mix+G&f+_St*aQkj@CSEq7cZ2mxHN zB18%CeIdf+$`NWVdg$Vcy&*&o(q+~>@5X;vm250ek?3eg&ZsO=A}Ii&CPGH(hb^dA zZty~1o24IbmuGR8%~X&(3?RaszU;Ev_zRy++o&@lJr`1+%xqesP(VohysS4H+B!N4 zaT@th;jD-c|B4D@{)ItZB()|0!J$+hSJGl_pN9b-bMB-UiHGrCNDs&w#!Gip2@wn= zDpltxkTd53=%0A9HcDdd@MXH;uc?^<+3H5eWZpn5k{uK)^MQ|<0G#;Y1Du;9E40mL z4GwM;=S;C`oxE6-8*C3|a(VDZA!0>k99StlIEBiz!+HpQrZibULRb>Hp4HFyxDZT* zpI&i)DMe`jSxTEwOB)vZ?E)(hxfY6r1oohz5K}K!hkK&^NkWVeFcxPtEzJyot`WeK zlXkjrJ1HY)9Z*U|*XdC2<@;v@#1P=8oy!XE744N_{06AtL$yUl*u7eYv?Q1;$#<>B zkH2^L3srI7dg?ET?V3bYixoXy@8@})C$xY%ORatwu*&FBZlV;Dd2p3`-qv|$Fmi_PGL=>o|xs94nvWQJTC7{ufn_`ibOe!Vvay%yBLLj-NR*)BYJEygml67+)!XqV?KMTil;h7bm!h;nYrq6bO*>N zx@;iC3p6t>f8!i+kSOWkLY*lQVBgCv#K9v)G8d2<`TFEJ*!q^>N1%l}oPOdGKF3i^ zg`6{k4c+k;YHUaucnVjD@i{uuFs7-%tS;fEFZ5rwlo0B}_!{%G z?>5A*Nq3J4EJ=#5{QUi1l$W9e6%|e<;?8wVh(J6`dAM#w<*HtTQC@3a1@jrxzM27@jM`cF7RHLYq*gz&+X-W{Pi87(kJMXD&z zO1x|L+S>Y*f>zsPV^geIQ|Z`nsS5;cn;<4zfLKHE`Ri2-)(CLfSHYlqoJAtZ!(m71 z?27g$NkY$#wY-a>E>SKi=>mue_OH4{0VZ114OnxJE!)>W=eQX-Rsl5hP5vg1!eb z6PnWq6>9WqO>k3*p*gWy(`dTwtF$T^Ro&!SCl!R>Hx-XTF%>b`3*I5aC~n>rt(%ya zW!$MzD^x#ax}>p0`fN&C(0av%&Q7R~iCU9RQO1$E!nPIdC7xK5@KM0RfLxrjb9Mnr`G3&>4@1mo2g%G zy-3A=LiI@Ne7)5}^-&XoQPuM6ezvY|tatd7lk=UkRlp$VM-P2`6g?bM^Rjm6l&Pkh z<>BI+J~PTb)#`{~?cDxv@N*E;eC(`xIf-R&E}KOhgsb)$Pb1({Dq*ynzae@i>wSX&!=8A*4q}plpCM@+y|f~O81FQKT`Ej@g?X&xu!2V0*>DV zxmCEb@fq|@s;~2rh$PhfP2fetNdX~N)yjVE_~Z7yqM7wOQH^D;e&f0A2fp(vR0`v9 zo)%PYZ^-O0v-7WlK_5M%f}K0|?1T3wj6ePlXK(O3F)D?nH%&qGv6Jxh{NwZ81y=Ko zJf^{5)yhAm7D$8ux*41eLcci2q;rAL?Ei%E$MG|w(nLo+q7@r3la7_}k&?!dvcox- zo`kx|3bhQ=h~b6*v_3{akRK|}CU@t$=6B8s4h}v{rncqy{q)7$xp-787+6Y5ic?aI z%{yqqme(ZvQDD?r2F7m5RA*(WNug+0A= zyU);v{=Ngtks7Rdxj-1j-#||+YrqAO6r5Pi8E#=L6-O+WTw{4uYwL~GDd8v7#+S?c z)W+Pf;^p8i1{{Pl(mNBm-pXVeXhuh(Fe8E%qk>ON@mc>|%gJ-v@C9&U;I#@>;PH1! z+<_}O87rntiDK1Pif~S6Z{9IGOwqVl{;kOPn^XAX{I?OT_GY&CMQiSfKdSZl!7^fv z(81TfmLaD-sUtw?e$H&cLZxsi%*&iflj>a69)j$sFV2xgelRwDfHnTITon|BEgpTn zc62d;AxXfdZW_c|z@ZwTZ1Mh5BGOZULLMDKz*eXr8UV5EUV-9TUV5nop$NIT>kQ%y z&r`QtxRJT`UV%0p9pF36EM4a_bkds{uX4lcv@O+{)jSUuV3Hah`;sHsvZ(9WMqKu- z%|xj8nzTJ4RB4(HPWp`ZSt)v7< zxfvpT66eANm{Bv;Mj-@m>F&^}hAmj|)kjn{1wf{d8PJSIb*!A!Sg-Eb1#%LrsS5~Q zh6Dp9ma+KpC-wR0eXd(dkhxR=a*DxGnw>UOq;!~uf>hnskKK*iq9Ven+JV|jQyyEY z0FUhz!_>TZFP*jEUUE{C2=psX%oT4I_08bxqk&QCLMWBuNZk>goHK-ghTeYQZ{+h=Br_bqjBVQ+ggd`7Y4i7B%)5H6i%^V2{+Ux}Oj z&zUNh2csZtMCIgo`Hc9x7n!pUJ{Uc9%W0p8I45**XGh>>zcTIq0x{9QgenNH%+rbg zCBt_FWRb0GDw-Ln0%4M3iER9(9(ZBh8?}*<5n|^eL9sk= zGfL#Bq{`{A6FUw9GdmPfqxN~t6C+G{PN%IrqkK=#_SQwu)jCpVy3Vbrc~P>w@Lpj_ z;wq&JL{&C+89(k{m{=*vYKmi`HF~$p9Ai;hf_z&XtS~8XA_gKfp#EDzAXO$Z0lKTc z`(8oiTPcOY!w*Ixm!_n-<%v5)n5im_BpD-SO0Ibk5pOMMa!k>T=l~Mpe9$fqn~zO2 zH9#+isnPo$DEz`f9n7c}AViY7?m zl&jjwIGKZbvhC$y8`=dUGXj)FiXRdRq=s0XN7ZL)eb|QzsvvGM{R2^=wAXX7{mhV> z$@yl^;t9iGl-9)eSR_3s@a1M6t7+`3Yx3{LCwQGMav|@D)5nncYt$K!*v>wPgroa| zS>b<5ku0#vOE)OQSYncBOY>@4`p24N)-u>rhvr3QkB*i^%I!RNuf!=nv3e6Y(9ytN zZCls=v>m21MBoZFyo5C*VjY8xNFEF%lHv-G0`O?|Nww9T@oK9Qkyg_~kLJwkR}nkw ziI&1-xM%#-=p8)tW73uRhLwARe0-j(+oK#NdGJMq5VS`{`hTI|Cy*=~fnO9Gar;6Y z?=PcMngmnSj6xw(Ao###FY%+Oj<}@zLqPIwQ*VlBgIMCjWK{WU4Zb11BC+`h)N@OS zK=meVeFEEGbeMeGAHE)_sGDY;H&YF%VB6<5=>KRZa6|6fA5+5nV%j5+Za;?k4QPhc zioP|Dpj(VCEw)r7))Z1*-80AD%`{3x?R*o#u}gyXu!*HZ)n_N+^!yGr+J#`D$iV zA;2FOqTuvlKNIlpKr&pv{`nfad#tQmI$6otsPHJU-X=VGkP%o}>QR~0jik8i=^<*E z^0BIm_n)e+u(B4NRdB4GJ$wf*{1qY z63zhxTRQwf^jTl z0uPZ5>VXCqUIT^2#^%uYRpAXy8a$E3s{3=OSDb_136Uy&C{y3DNL{$7KTA6|jPWro z@=OVFXZ*~xjY9M$C6uzIE}t5Hav$LfrEfSvo8*|Yb8P9- z(6d|*yNTRrgU7<rYKfTxk4}I2~xN27~oVU3lh620{Ay;1W zMSL`DWS~8*Qb=FojT(OU6yrK<-9bAFFJ{S#abyv(goaiNR5aTo;0nHw zJqkwlt9an5;_$U&pCeonf(U7oT%XN%f76b3%vey>7(V!75*HzhkbK57J9=28*PdLK zwRLRCe96ry=ZluyzG$Aald@{kx8oE25>h~l%lL5glqsq0XZV$7wU}sI*SEgHJXfeJ zZruiudCi2L!?DN=8CRwL*cgs)6aHZO8R!_xKm@gC`4Ce#3iKB(Ie}b%@0ZvwFgD+V zlIvjM!@O2zq`!Pwe)3&i1HDC6jrGF(N!stSgMepEs-eSk@AkZk=+smhM!xUgCPIJ> zee=BovTwwetH~(5+pLkoF(u53yW5@C+qO zKt|~mR^#vcVp@Q=dO)QrQdKK_QzG+NQWwA{HCg+wT|(ApIsXf&7#k5G#!n?2QDuaS zl?b+a@eZe*JcrUCzBeThy_OBcIkJeR#=0je80{~@b~0`_g5!em_Qi)^oiF-0Rfu4h z@Ga)SkGSu~6L>X8aJUv*2^RqJf3SH8zqtF=G7(PUt5?@6rrywnY(|ZdkgrFhx^N~X zO*cJ{bv;Xyv07|LgIFMTfPu?2@o`th+X3osJ9qT@f64K^2^a-D?JN5jTm(fQ>wPLr6(#w)k26-Z4cOJS(^x_ zDt=3~qwZ*)Hgfi1C=+gJ;f;Uy7q!@+H?JpvFR-F2KD5`x!o?Grz}SYhP=-moY@92w za)$449@!u9uiIh0F3?>_wjoT!yu-k*qg3FbbNLT-+J~~rW6sv)r8?8o5M)CNse)6q zZF~dnGoi(?2l5hf_O5IE{Wg}#jzv|Y!j&X`AJ+wC!|MSaITh*qK%I4~P$;;J<{OuW zngi(S}bT985JyKwRc!CC=Cq zx?nVs9c{s-K>P40UKaJ8v!sJ_S4Zfx2U^X%-Ld9tg~#Ne?UTxV_ zi&#F(ZFl}e?hPUPI-4en)xfIjODI)S@5p98oEyQf8g!M0g?X+n0LU9|$No+1Zy%E3 zmxiW(*jjB5q18b+h8tY5>zT#^>8UTKoyHecj`>c}`H(((UB=;kaN;VeZrAN<7TN-^ zOo|pGULP)_H1q1ZFU>twe0Nc39Anamm^@OgsxOlx)7kN<$jGv-9a^wDdg9X5edOSwN033IDqZJe_02#50HuY#0b@sBWzPKXSYOPx?D91Id;z*io9A zEPwZ{?1S%QgWP_7E3SCkhJ|dxtP<6T?0PmF$Ngujc`QlCl8ywpAdOyz?ujUO3?=3|?6;r+K*>jdxE)aQAKG?pNcKjJA4j~70a_Sw z%L%B=;yI>8E8n)s(wc-oEq>5qi%=FD65l@&3z$!XAz;-Md4=Fb^Kg8|czkJuTF zZS;*YOuWv_$Q*+oQ+!{$QtMr4bj~%ofR>u;raH_f_1lsQ`E0b#_v1IGcY%2E=28*N z4*-C!X5t@g(;8@^vi(rb?lUKeSzYjN<)8jv|91C!VKjZl&CJmp>H38Y_e^7T#w-GH zS5)?v3S1_0Q5@9vWw9CWew78axd!CRE#~h1pCy5IxO|3h4G@_^!gD(}qbWksvw_u? z(Gv6aLzGvIXum4gh+Q^=x3Tli-ivSF-HJcFB;W)vwC@!|!&D zZ>%rutBEy@#Dx?UIZ(|urMF8KOT7QRm~ZX^q=>wa)RJQ=v4<@wSAS;=MRhgSPewpI z*g}iG3yIMa0w-uc&$N0WT-Elzww$;%L&{zNw z728IKPs(Wgz@UOyd*>1=b9wdZ75I-@RE#i&LMJJP^xKAuq8eS#4oc-}eF!YPUsZ^# z#tQ9+ZO^x#8Gf`;mF&8*&2?r0bJf=0y-9G0bNj*Ah}CIzy=M|DED&`OBu`CaN&;N9S4u=Ov7q zSZTr&ePMYeFROAOL%1%@Rc}bo8~tCgEcXv0 zNp|-hW$npO>A0OG-HasvZgr~*pZH#6Y_4YDdsRJHwCn?|5o_CAsBaUsUQ$%5c#zU$ zqpRD1Dw$V9+``7)D@x0KBGiw%hyZRmH(aA4lvxh4cDBl&1LQq?>{ls9M~Qm*hx)VT zJnZ&}wTL%NkfRf<>%e_p2=KY`sD0*p`!u+E$Kg7 zO6ircUPAGc>J7=W*b2fS`4+fP$}qIA{+gB?JT=WJZ)SJ@ zQ5OLZSGzE`SBg3c9c# zp+o>xKq5UIGsBfT|71dPrtI$-;|4_&uCUQA{pHbP^{=J(*rC4Rxq6a8=j}pa|Ke*r zZ|~Ut(uj91BMjY;`V)aj^b2heEB(~W$v3UqCg_$Pbz*K5TRXhJUDspBMTvL4HetK< z?dn{sZMV5;jK6u`3FOST$!RvWJ)e={wo53KRcH_Gny@d%52PZY7DOJud8^lk+d9|_ zN&9F5&2ZSJ7f(t7YW@M^ulPcdI4Ax>comR5dl!0eqR=z4ej#=W62*=xtxf{-vrii& zhvH?VBP^Vw-3^*bCn0;nI~V%qcszi?EPIvKLjtP6`=s%p&ghE!g`Z@YPvMg;zehYP zEYF3>sol8-%6(U)ZBjPS9$$IlifrFYz^NA zdVjw!mlcHWx71~$5{!&%j&=9j@RUHQI+Zbym|9-haC4F%P{8$Q$4^eaYgWl zL}p1jl5~CG=57Kh->m=s2r}ztL3+03@zA<<1yt{I6`gaO; zJnxK0^9AzbA1(2(-V=Cx(N*X=IvH7`k7PX0m;s`V^gM-1bl6}AHMg|1 zqfYU>)ClB97^V_uwUsTN&Q7+k-T_2nV|O>&oOFOTu;b97yEnH6vok%>w#DyXKi(f5 z?5MbF{P8{fIjlFYcJM}G2OiGe<@TxSjV#H{CGX`ymO>FHm^Yv_M-@dgM6<67c z6|eYp@-#8&ld{X-%AQ^&$nWF7;L8b z%$eydC>to(jQ+m(+@IGs*P4%Mlm@I;EX?^`dxwd@MaF-cw@9A%&~fUH#J-NcLNW@q zX@{;!MLX1{FdZbnKJ_AImu$RI(#`UIoluosj*eW@T1jN-+4?rj7iZ=@WlI^Iob&m% z{OZPi?<4(KG+T7ASp!zP@`1m8Z)$$@=n?z6_F1uA1FZD)^qNGA(+BQeTCJ$KYtNoI zln3m}h?nX_6R@1Vrsn2d?gNN>ju=*LtI2frZE_#VT4c65;79cvZ~wet!EP-$8sBKT zL;u#hmf~eA1Pm|#o1E7l*fzLs-(;Tc?74H>q2dv|di820w1C-M<(~1|lPufc3X1I$ zI{Q=Q+rNK*<@dXSz54hM_~y&FM$=P$s?x(yj77oe-t-Qh^sP z=nstCxN+lYL4lsOw)Wv6mV+$gthj2u(_U=4+uhxnnHtL^Du0MK`I0%A=e+f)%@57@ z&THs~Cc4ZHda-o&j??RBFkDaZUpD^#yl2gL(cbx;Y})R&-^3lComrsRn-np!H5JOW zrd4ilU+S^%p_6vj?bDAA)TB6st~v5%yUkE!WaM&RPESwIlIZgOTMHDDhKHx0MlaLx z$Nu}1a4OK+Y^q0Z*+y3saoKe@73^|+o?y0?QI2EPf8PC@8^rbMx*CH-^T0s+xQTS zCY@b0-m0Ktf#s>hRd|u=WX33`PeI*n#2`wLq98TCB~0C|5}4*S9G^DCsCrem_Xae; zYHiU(WwV(2(YSNyo<^q}rTUd`tCL_|Hr63(owCII*)gL(=5QALvvq|8!(v8=y4&rR zk}#8I6#yJYhjX*A8F04zkAQz;JJ{Pc2ngauhMUs}gvkviWJcG`mI6<^#+`s-_MnYC@lr%!$M{d{L%CwHUfN!+>S zf{qsdhh#lpnFR+oOD_Iz_S}qy?q4ztoc;fKi$Bakr&jhqUs7%#E~eV$?k(G7JMGiW z{O>_sm1D3s{If}aWro!;pDqwneEhJVbG_9)3u~1d9m_WP$$s|SZ}72RrxKs8)i#fg z7l>B*f4t6TU+$vpK*PMf?=Q*a|M}^WZFHNS_AuwWNnG~q(>HGm1ZW@MEc)vNe9^q8 zn~yu{8GN>FhR@+&cUzvC!?||;Ma8G%qQi@cOguU>O?(pf-xTjt85Vo|@pc;m2rM0dJH4;*ay+ zd@7M0VRGiP^Z!K-w&&=sLz8(+KcAuoOi@Gk^66pkd*bRMl0G{gjZB)r;K*E3JP9kaiQUq(Pv)HyS4ahr>lEo(;k2B5c2n4NRW|MqvQF1I27B>Far(0 z7&S{?i~G#G`LJjb_noqWUDemzRiA$ie@QN;+vRG0$2j!Er`xFgH1>SRyr;{@q@I5L z*{-G~^O|O{nJt(9&of{350f+lpK15U1h>=w`iFaI@Brq0?o+w3`R0=ax|i^WmD`1r zpRi=Nv;XRU{>Iepw}uygzOm@+nf0tLoWhY8V;oxYkDq8_U@)-p^CR!+&;R_*asS=c zYM{qrwNpN`C4HC@&*H+TY#8lNUb*fYmwq(m}(q`*;7Dq^W;g`nY z7Fs>LYhD+kohUoM6pXrVK%4y{Z2u+}3qBFh982Nf*pm_h55@UUvH0u<4bQJm*Vq`B z@9MwyTg{F33wQRn8mx3S;5rusxl`&K1ri;)p+#Qfu*eLylv^ zv=bJrBK!qo|nKb$lv=r#i1|&+GhN`u^JWJ?!wmy1q(oU-Qg>@>A`J4GDQKy#T76 zvI#b8=E@_d!naEU(E;qIXyqD80a;xWQ1qaIQCt%$ZacDj@$;(e%?+yssYK!+lk(P3 z=Z^TwhJgJSgKc%-+jWoKyf%|EJVZ2Fa4~1cR9`Hh23v1r#aS{nrB+$*<@z1Ne)S@) zq^3GDK?o{$;g#w$m`}hM0j?#p8I)+X0-4WI@ zwQseh`SlmdrN^?t7 z&Wcy+!M>aiO*=&5nR*%XE;DvO|V zO0=U!Guy=4mN=gcPcAudSm}#r&^7a*cBz7<(;gdBK_5deisjH5N=WsP2!H^g^)5 z%?6o|qGO_r<}J1l-88l3`QnZ_&wlnltpGi@oJv8}&^V5pY>THt$fOtAV>Ys(gr8Pv zxoyNiS6dXX*1{{JGX9oR6Vk>j zzrE{yU;ecDlvkmIIT5$i;c#_fEHPNrIyKzeE_?ZQSwxJ?#{6)P&&NSw{FgpB4W4Ps z2t;fu5zhiV?oAKDIIk-~)}tp&ho>!3-UP5Wa+h4tZ<6HfG8?;;hgK=OMB-^@GN^=5 z&TM0EB|dR<@oS|l5HBtpOqVM04-$M2OkOuGMfNiOGjT}9P_|*WQMSL1@AhfB%|iKQ zClge)bJ$VM{V0NSQ7SpmoJ7Vw?iJJt(U#K+xto;VN}OfW2>D{|uKx60Ib#G6ZF+0` zy%9fbX|m0r;Sm?VI)qW~0W7f9D4?-aLdP#9fB}$C_r_$haxd0xZ7MK-?VG$w*P}tx z39&oHpJdIXg&M8=z%-J^K5Cw9*B`7NB&62W5b1GJCMpl2cXIU^$g1u(e0k)a$kJnC zvqDK?wSX2?a^1Bkd+g2~cym(osSPFHLD}H_>>>o`>rqlY-#q_Pb+PJxuIk`7c7y5^ zh9@Lz`Na3!dro=v^fsTcl9Kg-0|z`S1GkNItJWV`zI(`(y#IkRJ7&#xwU9A_3C>^h zswKahkko&9#3ic2>Am8+$Hd_M972_T84~7YdMZoN!TaZQt5Z%Jo9eQBFWq#u?_{}E z>E#prc%I@Mg9O&@H5WO)emEdyk-CZI>e!r)uo=}M%zAx_Q{H`$R~ z0H{-$+GQO-%ZmiNnr3l@zRqf_>tJi{Sc;Q0YF`i(sd7sqta0b)md!D^ev&~e*RE=0 zpvk#j1B${jCRReZYs0}R>EYp((c-o?LTR>6w%kL;2VA`J+_7rITO-Bo-)ZS^~3%pcB|t$Z|kkq76#^ab54jee-zoj=cxT%Gc08Bt`Px)5%J44=v5lij; zD?7K&wQVq@@5p%@IeU=C;$?)1RO z_wc)E4^PqjgGJXY>I-U2SL+^L@YRZ+(M>l@DBj>4SmvwBX=S=Fu%r@M*EJrA+ z()~`Ib?dOyE7ECVLBxMFH1}D3jICqW!8NuTW^2m8(&-!1lY;NHfG*S+^xYciG4lPU zmY!03`pPP|cAlE}ed~o_6|dy0y2d!dYO)ByCJdqOnd&q;!~Z*RtCYrI+vaw8GY~CN zF^Rn5S$cU+Ig2KpKM$LWMl0MrTeadjXz#%e>VOb>NY~0=n-`R^QIes13R!RL^ax2g z4HzohxsS0^oS{Fs^^w7x@bmFIl)ijZh5U~zdBJY&WY3Wn6Q54|;C#zG-Tt{|S;vcu zHqou;hMJv*M0Mv?t{tA=n&Z>(_dR!oz~Ai@m;o+48(C%yC|qjpqds)@9X8q`;t#o1D&)Xm%Z}`W>vVq%WrZ`nkx#{Bxz` zy~E{JwjN6AL8I^e?L~6!=f__WVj_yE*1SNQxH>^WzOpt&hHCTGA$-7lr4uu?z7cqQ z$uo(J;)fh!QG-RrXSu2xMe_$TLkOmZMN+x8cjR&FNv-Xp`yBhv*e=-#innkdS6it2 zTG=Eo^5|PLjxfxrl*Dee=Jv3$6ZJAv^Q6kQr}`={^S_#3JmSWctz>@Szyv*N=8$k! z*uDqCBwKH>SW7komEy_XAph#Z(?z`~YIUGWOP~JTG6vtBtLc-a_s&+$EltqO74m&p zFGo%2Z3fwv4dXO+o`XX)&l@!F;2?U4g!~QtY=an$`3sK&vTj*24oBDOb-Ix>UIzi8 z?W4RB_BEeS5|sBndhW)o2v~(CEbSe6d&1Z^1>r*K*Y&%0HrE~#eat?Omq>~kHa*a0 z*68%Qdfg`8Qt-Y{l{V?Vi$y_W@C2;W1uHM&<*IE%@5~o7O!3Xb_{FJlNf90&H;-%y zuiZ5b4|cMXOU^uf&SqlVQKMrxY%or>4bETBR2lBK8-B48=2mNL*8mhx(I>g#d`<3u zGKiDbU*mb#P{rr6n&~%R1PWY#xITAKxz_S&D;pO(?$qS|NRQglpca#hP!G&ZCC62n-NicBzb^J4~b?Jzs-|Bnq63+F# z=8>tpzEnZr-!;M2X?6P0R=kDu>vF=X;CkDO6QmgIK(6azLR!V^S=mj;oZ14R)!TcWr*nJF?n1FPEuk zCMn`#iZZX!C;DZSP|OE$ZW(pAhL{)rZa_Ttk_cL*j<>!61fBHO*4C{OZ@3*ln7^=s z{Deu{Y3Zr`hb?WsJE^U)aMAy)i&IY93S+o$Ng+qw0RFS}n$G-qNzqY3VV=u7b-87R z(}iavAb%`${gSt3zlC+xtaz2z#`E=tWYZju2ft)!9ke~zuYRzvNg9vZ2$;x zdBB|y*UHzY?mZ`H9ZcVeI+xr3!^E)hPjBcy-d@KH5_UV;x@nOEhsiu*1^xw&SizN9 z6T-Ckte)n*MfS11p6BcIF|nf9+sj6G%-~LCq3nZsg{RGyEJw@cBLoWq8^(9+vhteP zyWg3~Iaq5oYRQ=9rRN9stG19$SLp+jy29w%DLqYdK!YAp*YXN{ogVAVFdp3QHrp=y(I&@XNknI#p8ECPvQgS` z-#oT3v$8>E5$y;8T%e5>-X<+{{zvSh+>LOT(W5TI7Od;k{Lo>d;i(<`iFeLM(RGZy zR#~IvL3HW7VKpn2Rnm?ab=yl#V~koC@pH{N*Q#V?_4$q(`P|!5ddhI8t#RcZ5l)wn z34hys{pM&<1)<{1@5*_;fgFmSy1IH)e^hj|MmVR8Yc+W|XYRXuekXl}`Psr(-Y(orzK~)~}X%~4;8wSO3`juYSiKt^DiD-jiEY^IH z8f~)S-R4@G+0MMLA%6pZeKy0xu1~~%dWT@2E90x%Y!+hM{TOF%AH;h-sBhNs6G9nH zCtyT;mPzBDVy@MiA={EISgzk5I8aIoL`NLGggJ@t(or&g_Pk1`{pu=JDZBG=1l^J$ zOwQHQexPi$_!evU;nlo1nWg1D`_5k*k}_;k8(cw)VZ@EM{Y?e&mL4?(#-401#)rBN zqmvE+A;f|?sdo zt~o$ov&gYy#;&fe8B}E8(tE(6?*ruRJiwkR(JliQ&RPKrA*tH7^bdWDZ@spS+}vg| ze8%aUj+@nc4!viX$n{#q&+b{?@k41nJh(;n|IP3B+)C%^=etO6F4!Hd#7clW!T?pgFdqH=F8%0AvYcVKtWgMk(pd3Zz} ze3>#4OK!G%G;7jpyAg*kMnPI4PVlCBR54-g^(xd{kZV16jp3}0zl9Th|Ytl z(9di-I0$avKO#~3;*pfEEnfZ4(?dDOK5N_ibbI|r>?3=^q32fLAWPebJ~v8RqZT-U z_NWB31S$U&=Tetp>E4MiBTJ{7i*7N_Nct^b4dGUl>$UyzT~3=_{zoWt%V{&nQ+#>k zV~&3Yez&B5`_Gu|7KfXk7v_Ar&i}vU=j-`@b}f$p6~20WfneBwE#({O&!%Q=KH|@o z3g|2D15?mJkg0YO&wbBZ%TsuJQVfRmSy$)gk*75PH1I42gAoxGb^b7H_bq+P)vomW zUK;u;UKuSWc+(^5l+Lt64 zkm>k$+$My|a07S2T$C)o_ot62+1m|K`26w6ktT|Uc2nY~j~eZ7uJeC()TfW(XdjEu zkNR}Nf4yu5e)kdH-Y?^qTecjA`10pefqYim`_E+Bmaeb=kvG`#a|t9OzdZY}n9pX^ z@yp-0{4;s*e=Y0M^da00`E>R0u?3&tTv?x1(OyW4{466&~XhcU&Sczw>56rLX8;9 zirTrRsF5?R)5y==ycJzM>T}C#$LOm1g^atwx01Ru7|yp)vA5&8qqv)*SZeNBs_q#| z;qSv7j{>(|y9jkM23TlFf!-<+&)FfP+uL?`!T6#KDE^6!Rp`+4yuUj$J^eh|zP+dL z((~{=D~BgEg^nHT10V~NKo2IqZd&DdB8S>gvwY=0?qtdI&%tF@V~t%*ynwsoB|Ts@%TmNJ)}& z`K|1fl+#87poM)3`O9jbj{E($ z%|-9#?d1736s7q0-+o_l*qmnJzcv6l+gwpU(C1|%_98nwy8|o)QsYzQHCqBzY`#fZ zZ=c`WKG&MzqmU1uoWPz~10?kVm~A6?)A`u0UAsKH)CFP1P(R*(53__ifBk`X8Aij@ zQpmMfT#J+LojZ5r0Agw1{qvEDiFx1d;&>lvpxwDkygG&GGMrgiy-nuYo6|s$IB*Tu zpoT34nPAz=FI9f)*4JRloL2N(euWhJJ>rr_R{bbv2n8zbjDvzmAl%ZE6#eHs5ACcg z5-w8mUzy1P$fDCQ5h(2L9-e&I9KPNRsq)m+qev~FV`u6esE5g_@R)LhLXb5;{m+DE zKH1(0sVC>jkKy6q79tQPg`S%(XnsgRIcA0tr*ye{5c80=F}Yc zT9`X@80rP>&)s7y1zwGh9fY9tEWkSzLUq|77;l&4y=K&0soo1dBhWx0s41K+e9l&^ zm!>iZIR-KAP?LDE1^I>CJoB<4K-;|%A)rN2rJ^laNvXb93h$%f+HZ}mNrXYBME3~|GIgV;kGW??va(UEg^2TZI3ZSCy7{r20H{#sTqR3FYV$QvYJv$odtjh{SoRNbE{ zNqE4H_iD|9ifC-yoW!V|qO6=;(%tv;cvI z@|+vNg!dq&Q8&7^ka{&Kx7P|x03p(LJs8?xfN`zKv#c_<%LHH>Z7?_d04H}DfK~ZB zvE-B0@s10OZx2 zM(NcI@5#{I?>XJ24CCgr`|`}QV52m4zGRw&w<|1Nfa*UrfD#UYrvw=9)L68=Ku7*? zg@=7G3ZMKUa2bZ=>Bd8h-q&ieNY<%O6kGu<078AlC(O(Hyq|Fcq^lXxITmQ{(4DhK z0LofZ?%hMQq)p@ZA%|r35&r~gA>HPy`1$#fg2~<-13|4=3FSmN&u~62?D~RZcV-A6 z4e_e$i*jh%#_oQ(q=1N4m!T59GS^W)b$BTQGAXdP)X79SO;0(kbDS8&^nd4@L}IR( zLvg68qW?-HpOjPI1!&lM#HO@ceF^EXiv`?(r^C$b7D~9j-LlWabW96#u^n(lb{=vS-XsY1{5ea^c z!7DtV7!DT%(b1H#d8p%mzAN9ZtH5m{$!YWs#;yc1yj;j6%LN|`yG#x-v-bc5*8@Y0 zQ()aG@Hx^j=s3Ojsw57=X*p0a3-#17`*z;>y59nT#q?KKS7Cln1fOuM{rgu>!Eash zd{=~QrwA|aInYWMtc*=fvysFf)aZ30Bmz~=6ljx;9G~C#Mu6KN>X3Vur@NtQ^*^IN z??ReeTYCzEXsEU%MROR4lm>>w0cE7%!Q2}fT8YPMmi3YCh8Ab%#la5m^i_g9e zIe=E_P}-=53eU&Y0Z8K00-+`x8YqMK z)k%R)sD3}b{h!1)vNf9$L3@)hVq^Di?(eu6d<7;3n+3>YljYOj(Ep$l6dYsq2Q2}e znr@LbTqdDAaG1-2*_Gf}34sSTePJ=35ge9@ooWOx727-!<9Rxa=1sugP0QT=W`}8qD zm%`W|^%UX*Cmh4(Y3}4#!K_1_LDxyH-qav@|w;pqX3Nzq^h| zaO4OtsG=QCSC5zhc*KHbV`r##PvU}#>lMgg9Ifx|vjl;cQLvZZMkiy*p!Mv5>hQ6v z8&Bdtz!(TKSJ!;cnSoBfl^KWG;j%K&;X?q@bwx*E;TKE5d+#f8FkrCgwaFBH>IC#o zqC1wHyVBKx9j@BhAx*S+`;H{yjcI*(7$=Yi$uea8MMinonm>#+Nqip$!)j*FV{Pn+ z&{2Tip2_R`eDbTzkHCK0Fy zvub{^@)fUE@~P4LEFsY1z`$P*^BUo0m6XV>w}yH63Hg>)eLHvV43F7fs*3ygy)`*qYZr2E=eko!FO7>{ z!mzAuYf?nT`Kldfs9`I3sm6jLqgKukm8}dp^ZJA{ST=_aMuBEQaqs@Eb6@G1nK=U3 zVJQeDGY1EUMJ44J>!1o-8=HX^@mgoQsQ4DBC%_a~)yyE{wlSlgdMBJ<``mv${Nw#6 zvHbBZP%*w%Sux^~JQpi|36kl3)xIA7Fxfaf228*q1PD);niqP$FI0&&Q1|wl#Feq2 z0O0mv;jDzqkk2$)q!&Ur1q>NTM#yw!;*=N)rD=BpwQ;U5O*M3!#|B*tlFdw8`w>FY zsyu;_!QoVV<&`cNTP!Lr-ho&Hpb<-9ppwAGuWn!yAm&U~f_pId7wD*oepAneG{nuA z^i2ZISnpc?_O1qbZ-~k)bW;>T_;1u(RtaR627NS`ehFO+M(XCnAOL{MvAa{pPKgN% ztH1W1YK^_JS5Uj;{$4>dP*RAcruN$V`P)LI_8DoDFee50inJ6IDSD_J{o%p+qtae8 zrb`MPi;IiMV{%G4Mh1+HL4UL~(Cf>G2ZZxUUa6hg5I&9@oI54N@n8@Jzi?%9=Umn< zu3;pmfHC54pZAFDpH6WXc%*m+c73Hr=XMXTk*9(LYUAMEbXImHQ`VExbDE}VC#A%_ zTBAC&M2auR1_Art1Z!ob-O-L{+rj|^XOZHUe(j_)RBRIwUhA3w(|orf*2Xxn?|gpB zvfBNGrKygB8>>k)Mvan0?kT6s*4r{vadRXm4m{i@AvtKxA!UuXm{LsoIQHNsCG1Dp zskV5N=|x2z{~%zImDgGKAHwGEG7L5B4fKY33Pc8M$0wuz~ z#b#7f3((#ht1IYSIVa^a(_t$y=x6gxJx|%&A34p9Fnej+b5wDz$=hb7q~RsE&3Y2g zx4$6&Sd0tJK;92W&N>s2ID7iyZ;D&s2F@SeJo5sD6F=qK2SxN%fPI^nlJc9h^T5UD zcXtVZv%{x2W+1qS@H;@1#>;S z1g=o&HR}jOCRseHb8KpSd;kJg`g%cmGvZEl&>lcvdksouSQ}6}`%!D$qfj*VTG2Rm;j);_6d zY-~)UU(BNX74SCuuiQDf1S6WlCgIiS(8s5^b24R_uX$o;<())1iq-gjghMJD9L5&t z5JDIHo~dUfd!@)!q8sv*2Yv;?J{f9IOIKqIXW4PUS7$Qg24iJ*1zHcbrK*BCT?nt& zjd(Ax1c>H?(WM*qc6QLcp?q;buz>mENtlnJw=%*8PZ1OY5L4<7E!=0cI9R%~WZcc~cnpa^?(i6jFk zT_M(+cM7I=A6{1No$a`G^3W4_PYNDDX*8^OBDo!`krhCmK8|OTapr-wA8sB3yqyyp zB_8>GI`=e;imUQXvPVFXGoDr-rm61ewcTwNY8a7V$C?Xmb&T!?ra9}0x!uQW6w@tw z@{cdQB^S_DG$fd%2KbnksL6! zsRgxG2ALN+A#t6mohX-avW?Wsm&*sXOX=0l)Gj(=dB@AR^*ugvE;20a^*sV}Vx+_& z!rj9IX*Z&Rita;fVh~cQSb**E1V!dFQhuHCx~2;3m>7x>!^pA^2ArPZRejWRclSX_ zu)d*7^NJkIXhYm8e`u!31qJQc`1r`qJ70WSKI19m2_Z9!<^qypkym0!OSxW3R3-po@QR9G7rmz*r#v1F*L zn*u#w(5t73IHO<{ZuT8Q7o9HTy8IOy0(9M~7w$GUH;4Cg`HqLJ!AQF_h$1ma zsyGq*`gcyZk{M~g0MRS1R;UhHx4$Ur?O^KFkqCA+HbVP$P6IAT(mbd%?ku}Zu>L{) zS|WB`0fRS(k^t3gO&1XJ1EyX&TGLf`NGT#(4dk-GlUNN+&A?F}{u!ra;?>TxS6)8s z1id>&<<2QDHx*305#D;CY}6~B1qkU*&u)FYHX)A9QR7QxF&TgxG5;Mn{YHJ@j#$8~ z-`j90e&LEe%n{yRfvoX)P;d;ldi?#V=JgTYS+``Mx^1aSxMNcxGOwQ~u(o9=4Vm;^ zJ1MGO2_A1CnYVY+XPnN;7GOwnJXnSIo-2oF1d}X+LK(nFRq7eq`)m!?*bsH zToWr_Wu#XMvTFQMWRv+y>aj#XtR>Bb;aXNftg7i}T**s@6H1H ze7$o%AQm043`3C)J$?N#DoYJ_iVF5UpE|-0V1J~6+t)`|439?P4JokNN~t zuf8>i68hsxlvF1#f6_TQpyR+{-dR-EzJ#gA>4Elbjg7Amyx#z}X>eFqTtHmD3q$CI zIf_l|yh>1wlW|Mp!>*`p@A-=7X~S1EfDbVTj+updCE)KG8`}X;akl6CSI_+DbMVwI z#ZY8A0OLdvLERX}I}2e%A|y`Dpgdf+D8B+S3R+K(L@>eSQ75mA54nEi`RoJ9HJ{e2BU?XKE)pLX0qqxC$#5?v^{-&z&P6i(0&b zjns|D2hD{!#ubkR3k6X(H}$&L8aQ@I2An24 z5M7MOMg|e6rsZ9an_?FzVf%v;HouBt2zvqyMi^`d_GF04zrI3c%%w? z;{oGJyI8z-UBY)2i3rF~KDi>|!hnv!;V2WU=@#xBY1zHQ@vFs3I8EbEx9aa7aEw@j zfv+@Atl@AVW%IiS^cRwXLh^`=k}=0;L6k7Z`0kE^qF(#twLDb~Autb+a3~a^3LXT{ zJTYi(x`}YsI?=OnMCDb9-LVpeyq$HvBb zLCS-XuPXOy{d)5cI3qJN960X+CfkHT?s$0-^J`Yjz|jqa#AOdegrnl)bCL2aSPufQ zRX!*k5g8d1NTwKCSy=@e^t6%)thalxx(*IGND>9uNf?bbu#2{^O@*{b+=(l9E4}BF z#`ZBxh7-bj@-5{10A~$AVIyaP>mJ+u zA1OjX0upEjWpM*yhF2kuRSDz7B!kv{km7LgBAbfa7=5OsLB+EFi7ntiVl#=q3v8Xk#tAF@V846N2 zC@>^XKz0KL+-d44F-u^crYHic0D+==0fRifUdd}TDPkPAw;)^-daM}`)EJuUe$o6Y zycUe-$plG<@ZjKJh&;+nL){477Hb$2$QjxYILOO?K1~maEZ6wax}b8_5VEh3Iy#S7 zE_@Ck{wpDD4h_|k=;-Y?ir z3|2`43o;awrJd*uwkDG10WQ6X9~)eo#t|`9H>NKG8Rklud!q6)ZdXoTm}vovu1>~& zwnvZ(AeL8QKAFxeI5+t>jBm){T-uR<8jM=@K#7RpO1hr#^h{khgD8-A^@m%Co`cX? zS7eX10Znm5pnY7M&K%Zl7=<7ZS9K~in}~r#r!$z@E{ls05PZ3~v;>~-n>YKdchN?( zAY)Ys_z=wyKnwWrpdcd{)7I)rTD7Z!d3O=kp@(FlL~B`j8vG@xks_H<|Ma!V zWlacRY~X{Y!+;EC?(DZZjxL_=&Kd?=Yy+aC4Wr0QQpvTo5MvPtExiv8;RYJHLhmVR zQlM^qL3f2JEQexf5dyX+4mV!2Wr8F?+-MSHspHW_X7-Ytw0iQZU)B^3&5~6sX|fnqhoU}8adzJ~C? z<7!uAd!hA29%f9=K*FVv6v!|GFKs3mm0t*XP4rT~hgxaVAVkrsz%>t7yr?`q0*|an z1)H+1)w<(Iuk_SJjI}EOQLF%eGbUxzhbEneN^(Mg7`9;%u}J=*G|slPCcf0 zjL=$~ob7gd&uG!PbB-}?K*+hN_GyqmTh1v)k50!Cqkw$Tg)%HqmKV$|h>aZt+2#WC zu~R`tw?f0kMPMQV1lQtXv9Llz_FN~grGPMQ0kDhGj;V+)ElZCeaD(h73s~9t48Rv$ z4Mp~F$bJ@9o;FV=gAZcjFtKvOBsnndBQ}p`^B)xv<;(@M1bIQP&aJv8PUjzElt8eS z2*E(~l1b=|!sBn|&=6E`tz~+FX~d0Pzm6VeMwft5spDStf+v$ekf?(8hdhs|cA_86 z5j`BJt2w38f)B#%-Q%Zp_16TRfDdN~O&9EGO>rMX#~@1E#oB?Z9Ipl#Ks<7i*X&Sa zkA(@)7<=)Y+ZJ>$=h#5}T!TgNU0Lo`+mD6$7g%pyyk?*r@o_^f~W-NxyA;90w3G&MBzja(C@dfrKn@>K2i z9ntdMU8H0A(VP;)bm+Sl+I@pu!0w@)q)^dJZEFpJnU!W8Ns1^gkG-{_ie*|Rv?kz7 zN_?#ht?j`5^D|2wN;;%1;q8)o;@4rF2JF7Tyq0% zekrtOx;5%uK89IrEG3lih|@87?QO-gU<@+YV|*e^?FD$xwD+CQL21~)VrW@;H}S`q zg8woLAtp2$TitG)oPfC9A{zO{cN;19`Ufcy9$-}4O@;zlg?j)pMf<4teo@oM)uO3Jjg?y+Ns8rK5 zm5>?0#L=-z^3fI>f~sU6YrIYMRal(;1b5^5+{ z(CPxc$+BR2Oc+L*i_dgloRIWDQJ+EgnvR%dWe0$dEpM3<3l15#-K!66&iX15F% z2qoJC>Ie~uCMx&#ZI;UY+pik?O!_%c~d6-db=yfwdlAwu+jE&-;k*f=1b-WD%23dJHvjAKu*UQ#55V$4 z+dCAn2lY%3j)I@&W@SgMp#%Y(@BIto7-ZuC|H;KV8%D05>4&HAe<+ z`*TqLS0M^OX06B!lLD*26z@cK0$d~_1o|+@I~SdeK#DLwqpXQroBIh1pNr{xfur3Q zy9Wm3cP(de3(n+OQy%pEg}|f8<}=O@-fPAe~wWslFj7kP?-V>4#*zw=Ok* z7gC71NhW_g18!_g$J^Nz+jkI8TzP2<*%B8BRBg|jth~mb1ECYVD*rdFFJby%KrfluUv0VqDJi;v*h4v8q z$HhjP<20aa`8NnCBep3c@VLUqH@A^Qt2vD55@~k+ezWBG&t>`NJ^p?FAgglQ$|>-_ zvh*xL8mfR|OUFEcG335adeNOa$aoXn=&i~>G zAh(|&CK|GqS~8|Le8)Wd!c4|5iqSRt5Lj(2w7Xr&zJS` nj|KjJughO+^8ZGY4@>Dn(dgJtcEN1q&DE8)&*z`Lc8Z}>pYKhKlc4M9p_!yb0_I&x6;zk(9ls% z9h0Y_`9p|?X6fJ`EAS^8*XyeAFEN|rsx}Jd1~ykOSn1Q8y|SS7S`f?e5U_=fY;pW5?}Rr-Z*~9DvMKU)-*JmH;{jpTnev|r&&Tn zLpgR>(eB~5maBG(^&g6d+bW{=M%BdcI$N;f4m&Nos+^*ttgi>H{D1xvO&L11(tqpm z^|IfWKHl}n=9t`)^--dR5&x-i3=tb*$r9t^XZR!N&%E%Spklqy^a-`SK|xP0Rkm(= zvu_Q)=bvBnJC!eO{^xi2Ki|!TaKr!ny0+`K8@ctrf5~>fd-wPMC;xV5+PZbo?+^JN zJ-Tes@7b*`UtaWEn&WHf=obC{QAtF^zph5?{|8?#`fU3FTXr6vftTSuU*AW5$}kV# zwQE<>bk@V(<}B-AeqA?t1%*&8_uBnTYeU7XPe{$rq)ASH6V%GIXbBQM~~FjyxI3q>px@}o4+Y1sz*m0z1`R0Ev4L1bZ@jGqiMkCx*Y%UX;ms_O)O&Dvcv#%JyF$3qH?+*3tGv9t zKdyLwyg|q4-J|PFYj1DjQIEop)3QDr?mCyX=gb3(%F$EuPvxVZU+Mo4&&4<8Z55{9ym_xj;bSbZ;iu<@_N`;Mv@r22eXJ@fD%%g*eGfK& zEipecIyIO*BxLdV(7o*kL~2w1GP(Q{-!|TPUq-u@sj>07;r(D?W81UVb@3`PuCwET zeGSRUp$D#NTc5qZS4KJCWj4v4nPXnG>GnF7BvLlw;_7m8a_)ET$m;1uQSaYR{^~S0 zHy5X#9v7z+A5$$keWtY)cfRILNdxUFw+m0y(~ZQPr=D{v#YMT!P43kZ&dkiz+jez7 z6M4vUGovz-KYxD3bCJXI5a@dM?%Em(h4QjLDch#AWWB`nx3sArP3D5zWzL*YyhY1E z&&c?6C9~ZjjSMsYdi8xC!OREkWUutq`CizvRY32~32$bt9ivOJS_PGV@$4nb)+}@` z>>!6n;Vvvyp7XSJt)|CjzJQF34DL-HCp@=Up0)PpQaOj8r!?>>U4M(4L1l3CNoM_@PNCwis-4}{vL<+Tbt_=HAL}jrANCfYw=*lCfZ!NI60+#eSN1!tEI+K)R&qnc0`NT zXTE&dJ!xTWEtnC!-@5xuUJ?GF?_-K?V_1Vxx>1oQBQ+{BbN|_JNr~d{;vWM|4BNID zO9~`)^@O{M=yItf=A}S@%?_XIezK%#N#|pp|Q5 zWmHI6Y~LQ*|MS-B%|`97Z;3IZ>Z`}6`jdO?oLXL9argEPtT(EU^p`f8&YW^WX zEltSgtE|19onGna*qEQUw@lLTx1tEUk2&^fd(H;4Qnv25coe6c7;M`5`PGf_*@-se zh9s@6;xlzJ$(|j{~+S!rn6X`S8C~on!W^zc2}!8x5al z=jVU#$;QTJi2nI0(=sxEMo4u?5zAL^`ud{DtTt7@ zJk?~{LZUKA@TC0IhYg$gwCm6?u|+8qU)Ec0Zhh|}j%HOc(9`?rPtHI7jGBzo&UMHe zo>p(j(10nfv|$mHHSRyl1+3dBl-hv_>^il!(wFjH2ZN)hwK+|l#_yYuJfrp?pM+qBV8I2B?%vD+iia5)78m5=?+p3Q^x{^or z*&)G8Rf-dXElOzym1jDnetuqt0ZXCg&Hm63Hg9b{_~YHtbx+R(32c>cc&?nJ`E!zVn0|cL9%sHG zCMxO)YH7Kq+^f?RN@>j+YaSDk5NSVlUk-zGb^WwP+HXu$y%g07vC&V=Zw%79K2_|X zuu1#*)Ef!sSAWbaEG{lSD5I_({H3EKIogDN=i1vxlXHIryG(X%rqrN?DrK0pINclg zm=bCG?PCNgn5?JK`^UFLOg=s;C@A30GBYz1Gh?fLs<3yoAMH2T9&@J#D2$Dg>o8t6 z5`3h!Doi3C1x=x9V?3LLdpK2X=SV zCSvnidWkW5bE$>4qYH>h3cMJ*bLUP8e~(dyfBeDztoZ0U3BN8T^SsHJnwlCv^kvG+t^kdsDRG`n9@>rr!osGX>K=}w z5tZBIMMW*_D2KO&grk69RMz|N$SY^`DL}l)YnKL6hBQZEv3iDR<+poggW$uUVW}x>}68yjPZ=6 z@h=PH;}aDXwRd#H5Kt!thoWbFvoCe~rHrQW$)50jtd~lVfPUxTU=q4Z|EDM za*NP8v^IGh$1u9@m$$q^!#p=y+Mlzuvhpn3>3})_S?wL=(^m&RDb3Fgxw27`b4J|l zt7dRf-eU#J)}4}e^)^A#yngd$RKn%`p7H`T|bl&mdrdN9X+RLH1~ zog!~x@eH6boUI47Qsaj2xX_D!uNv*4|ewSsO+%rx*GP-?8N4kN8Q%E_v26yDEu!d z6@U8Jc=NVxWcdxzX@b5Kdu^{RW^qlhAMG{-cz5V~8Y{4!5D1L6fRJ=cOUqB$SCfAX zw!{YsUg~>$cVm$9ZhX$;uNyZ6?@`X4tw(3L^7H!z^ii4onGuhzqGk^{dVtLwrg~!u z-Y{?v2MK6%8oie{*}W}yq>L+A$~CXKx!EeG_2})jWa5(Vic#Xn!$}7LNYu(!-hI-m z?%9PmR&xBT0F)KIJ$BjbDhu5qhsivMwoGNI{A5Pfhka-A@-Pjz77+E zJn{8$WQBkVK7i^lY}ynv+Ed++1?%3e8*&{Jar|4O0+!+IiymhFi#M}ar=uwMN1An* zRgzA6Gxq@*MT80JPWxcO7)_1!E*D9Tk2ekz+a_WnYh=`?6dw5~Sc*6B!Gi|_oNEJ% z?^CI?GdYv>Nm>U?TXWPf#rx{x1H*K015@m@W|;>?@E=S>4yM-q`Tq z$~7qJzr?Q&CRlZqaqQZ4gnaZ%p~sbSo(w%BgP-_Jg@GF(rs)1joGM8PfIMh$S~{+? z=^Hj|NEH%{iiznf-5Xvv*piL@UYBmHl5W#|T3R2?@!1=xR%7 zD6WEi$BsiA_nxc6G>!N3qfgYy*G6wpB76X-0(TwE^``TriAlnz7pBHZ^m4$rnQ zt%^Heg<^2@y0^D?Spbh?OMhl_e#Ra4%R{*nVWe+UYN|pH;9ktT#9}VIaceBH&gRfk z#gvK!|B|L|;?;Z-sN>Rj&=$+qe|;shEao3Qm^s$W_|;#_gNmf(vC-0Pdgax)H;t;+ z#+(%fsb$-<$3QHc)!xCu2)7#aBEkOi^_6wmSBJQDSq(vgKIJ-Quo@0FXMq|;+JCD$ zFjRM6M)E0o{pHs;R}t(uhW!^0KG3Lbeddg(bRcgcu$x3}AOF2=qRNL3U2_=kV|%l2 z3>{bJJttkb^N%2VXW;ufGmSwMMLmhUe* z@PaW=R8WtwwR(^vAjxxB1z8}ZNyo~c5=|yA&Qz`m1Qn_nb1vHAQApLbuE{SxRr9Se z4a>AS7y3%07n;U{?yAuECr{X&$KIb56A?Nk4;Gr*Lfca*+9ni|0X7@h@$=glHV&i| z6&su9penI`etu4-hWA6r_TMIIR>zk=^B5bm@6}3{3d_~u3bE&K3+K8gfYD?Q4j)Sz z?fD@{t=YyJ<~W$e#gqN9{9_zzc28dyuawK=k3Eb!I<4=l**XZyr%(Da;VMcR>*p0e zh74A4%--+ZD-)(DEBlVYSv^B0ToThFykfRw-6g6N+6AzXZ)P2S&|aQO+E8Wa0Ttk>1Oi*Q?a}mJ5@15u z33M3VXQP*#UgzyoPP*ge^#Nj7a?=d9O+a8^gVMdqrs5OT;xv5_aegGGC{2^&SBgujAtEr=!nbUn13s1NcS{C#{LVW%4Z_||CO zT1N-%3pmHtL^JZx;o`EtjoM0T8fSfWwX=9AOf zK~}zOcY`=HR{Bu;<6qRueLrRs_UqT7{P_=av(w`rb-g)2PpU1ovTc<>Fw!If0s?H6 z!nMuX@|^Rm(J6yXZ=8^qr$&u+HOqa!sH@91J0I&I6Lv7jknbm#QnWNf8l|HxfLALx z*_0*e13KQw4E=OIzAas#bJ|-wx_qtdamMh;r%H`$dHF`DXyXH?` z(H>%CEY`hv5&QA3iO#(IpvHYWM@KGhZf>3YH?G-E@nP-^Tn2_l*be4nuUGS(lGc%n zz{qQ?s?D_2HEnvqqj1!%(x5!$a7XCX*7pDetdu27mKX@0FfuX<@R!F1i6xVtYSUf8 zh<3nV?gY*!eePVJ$$Edy@G*ruypa z8K+h2)&=^x++feBXT}g_jc$8e$x&^V(KDSBIHbgag6VJVU2X_y(rC8#JK&t&luL=v z&aDS*O~OX$m=CJz7I~Hq+ZCOi3Q4~Zg}VnyRSL5QgtG7|c7rSlnV9~(lA38dDr_Jls5QX{?NbTI0#BCN zeZo@~1gtLK)fGrYp!Pwziu50U{85sgSMGiL_U)dJ?|c+S-;Tck!lm?v=TsZ^|Is@y zbuT>JR0HHZ0R&H)I{31mmu{O#g-I~GNmGV-^|-y34`El>wVTO8>qbA$Q9fJpbK5R` z7paOZ;qNuCM*nIvyuZf!qd$Tq9A5x*MBUxE7ii5T$P229G!?w`LJ^+zp6nJgmtaw- zW2L2~-PBKFfVriXl(}*=bdlO0YtoJCYXEPOdu!tuHRx~RvW@-k0B5rnn+hhq1q@H=qX$f$2b2_8UmK z+UBf+(g_R?58t(Wx1gz#PfE)PK;ZFmzWmPkurJ*s1FKtI=bf*7eYdlke_mUzprJwK z)vH&89zgDjA`%kj4AHkpbK}u^sfZtWHHIHWhsT}p^6F3$nl$JB{i^)@{M|o~du)1& ze+=fj@-uQ;1$m{yngRsuP48Leg4~{vpPE)R6V}TS8T~{(4^-dRmY>hsi+27VngMoa z-qN@ib}5Y}uq7s^vUlsd@XltZutqX=Ve@8H`3{RJ$j8*P3KYf0#BkzQasEoNdqjVb z%}l7`CEcFJXAljM2!*Wr+0k!Pbc3?`Ox9VHx5diN^%$`?_)v*P+tu~ z=0#WNUwFE?|vy#PWU$M2m zW@Hq1`18OhP(vj=z_Nx&Xd?|aEsR{UQ0Dm>LYkHjV6ypK*b>Cd!NC!S<`c&uWRvM56!n@`~|`wjCv zv|o0IHE^>smbeaA%^L0cdImynz~JcYMXrFi-NUdDYG=fg#n&+(Wan_U zpL=Y(%nlH>y8(p3DJhFlv;}?5y3(;fG2^-Ow5{`KrKkzT=eB3P9q4UHveH(8U>Pu; zhta;Va*-#x8xGihE3x$Q)YUKZD;>*ojqcFW)J#pVAyV(7@Bg(xj~@bo0T*VY&}|he zu@V%AGzuo^AH_5g&BqS&2DZr5kn23xf=*4;qIARB69j{@_TCe1-DiGH`|jyL-d=bH zRDm{jo;8e3lEg5Ot#%ygqyW)~mhbN9@rgKmV+GkMYncx|!B(hm7U{gPPVya09}Y^e zh^cx~PnjyiVXMKt?m$&0tR0LUWiV(grkU#ZkR(K$LRgIi`DUsdu(ns;NE6N()P)yZ5YP(>@M36I91kQP2gj}_$yaS z@_!Dk|6Z@6(>pUcO4Spg(=>zT)!j#jS&?IQg>}y!Vxa~fxSGV;8+0k`J=V0c1HF?h z9PHTon6ulQp}wjJ&4YPVY8$Jk5y*zw`aaWFL`Ox`xqQrxVjnSm&ms{*MoL)bDu$N=0G4PBGp$?5Z+Md6!E2x z*SvX0gjcYm__$H^vB4G%`Kg*oh}M;AA4S;O$wFr(AdS!E_0GuX-iY>+v4JW ztVjbUupfkO;9O2%Z~3V*n!@7%7L^QqKw<%gjt|Qr!3QNPgjB}Blh7{(Xy$K|%EvGo zXv>#6U3G2AvIWf%2*)^}gEUT7L#TG@P{{*2FzFOjRUfGF;aSr3a7fPUFL>B0=jZ2U zvj&%FXIbe>jFjxYCGXK<)&SdsjiMZ{1iVsda}W{@i_`b(tfg&j^X_IPz!F@-!b%Y5 zDh03NZyPneNVKa4XLVvlQyr7=dqpKur{-D|ylVlamKI!o`rB(5fgQ9r;k@xSReZj5YmnLZ1QCF;6z0rp2u>%)68xtN#1%xFLCXk;8f!2P5iw1w zm03=DQQj6(#TNJXTYkB@lS9WFe_5n@Qosr`&*khDXH-D9ri{e6VvO$E+ixzD`piMA z5Atd<5jjdtxjLkc9F8t%rWMv zM)4IlLnYlp^(?x#?UG}2yTz8nhY#asfh!xkO+Gy@_0h{)0aP{oW}Va)-2VFY>x-Zc z8h;pRx!M-gk&~NCMpix2F{SHgq~PVUcb?n-XYVa6yb7ZSlbU54iy)`5HS zH`LUg1Qsp={S&x{f{;$qO;C>KMN?jVcxy$NeTid zS>0WGBqdw79JI5DX;AO~kZA4fTDA|~jP;qK(Ozl2gM4iI)0#vMx1Xs95+o07n|aQK zypt3GLM)uHom89#x4puK6_`yd?aex1Khk-y2k7^7%)~=iDM;fc$BrNG+V6sXb)u`x z-y^&QFexIOQNbIzWg3P3e2!?t(705N9QkX-TBav5QnNw| zRq$lTAiEP&*9ekBK>a@A4Or)2m6547$>7Oi-mr1wII7|@gzzAj%?Qm1sW6nDD~e+w zN<4I5(zwxkqNAeN;l{Q(PlUoeV2e&Z=esStg_lB@5TOomFZ+mvw4lGBSQOxUSTVK1 zzsy#NdLe z_|&qah)DllQsz=pQt(s{pAO)DkE~1td=3TB46M66axcUY#!61ToP9X58)KOWBN&gB zJapJUgfHG>6x`FKbQ(*{jvqw)b6}{Tu#AajYnh0;S@PwOaFNXNf732IInw1(Z@V$D zzcn|T@D*schLB{Y;MSmj?#2&LN>o?!mYjO>(sm#Ym)Rwza(~a+=Z+I*XG6tFfJ6S& zsXN%8aHh|aI2O`QRpULXC}sjUvCy^9&?BK05`PY#S3=jUi#)jw#^2`7t_81bYt`Tr zQu5bA8nKruWp1?EHkrD$n2CB5<10v#N8DxRCwIqu?vXbTwSxxso`q9o>;=b37<1+_ z3Hd0TgG%oSu~>6h*rYA5C9@~YQJ}J`zu!1#ZmRzTkj;fHZtFL1zVx3JE70-C;L{m3 z$T;!_usLX89O4CU6T=#env31duJf~QaJIknXUhk=e#+A;r4~s{H0wSGkF>+yxd+a_ z6~Pi=B4#}|Z)^3@!>%npb>@r^f_&zFyjq`_95J1@U~L4L9lxcVY3S?jHbA!N(~M2V zoA!NXx#P;CcGY1Lg7wyuv~=(SMS$fWBp2UVzuQVH;sQbuZn3eK0@|iQ07qsR^%GdB z4ZC;jD1cg7W$T3;QY4;|8*2xW6QXN&J74iEH%33v46vNnjsU$wQ8d~?xUV3ZUghXk z*)h$$;Crl*z@|l*`c~VmC#9JKrL^tZZ^g$EWBCM@^B$V3frC`FPYdlrBJP~Xsw4~z}} z^(Hd~kmU8`QhQIB5smCKL@4T!f^Y`+gBVe6WAg1|invwh9m&}-g{+q^4H)~seA$)V zl7y}phsfikafN(o->-m80+9h>5ul?eAXt{#xy>yCc#8C&IE{>?g|N;~ z%t*zTHijU>dlY5}jsv=2i#8vY#RhV!7rj))guikYnBqOAQ(9$XmUS#T9XcxVn$%?b zkY>V;n`I90~ZpPGe zVX!~VdL`8pZuYffRDu?CX#mg*M%;8 zee`bQ z1dw$nYGObaMuyr*b?AXufX*k7{ziWMP{!y)Ld|_?&XGm8;J$A2rOmQi2#di^>_sEb z>YfG0HG=SUfUeaAqE$L1x8 zQxCqpC%`89A%T8=QRISHS&v}_Y74F}>uPWJHBD+UQ&Cj(Bk4B8R;8-9BFjfgnTAi)0AEjh^ypE1-ib&1HD200wH<6GXjmO6%g;)4_foeQJaPgPcerqUyB12$GxS;iXqkky^O+QC4%%qq_%0)Ay)xkI*6H*A8Aknn@OnoV_c!+w#bk_cv(D#SE|7_Q&}9PC;0eI8GY9uXC+no-q5F_P7R z?j!`Rt6w$^xr5MXBCD4(5p4Zm+`CD+@%JJm9ZE63T;h%CS%!cP#tF$P5ofU!h6Ogs zLX;B&=*%QS_dtS5=g&VP*|3Ns%L%|!vpRb8C>ux900*`hJpvxE?E7u>4-F$4t(c@K zM)0%Ml`BfXl4M^@jTs8|pp4a@oxcuFa9{t59|*A_iW?(A!q^sdsV|V(sl44Zjb_SkR4F zCr=xt9Jx`mjgi$5_`0ttBiV~tA`TG67%YVN&%9bMqd;*VOp;gyiT@&b(MQ?}R%anD z14%|1(He2vZuegZJ$~Xu98BK^yXA+5MK8X+bEYj2gBNk^YH9;`2`-PPNems(RzmuBx3<{+tm`I8 z2UDoaJlF{bk7&ZzI#SoLw3R=)MMiO&IRU5%zmqt3*FW+I@ zh$0UvNBed0OlN1leEDZMvxEb?h=?+DZQmBNKvqNz>9*`U1cTIJvMaE%8GyMD+ajoF zFJj_wipVLS(|oy68`z{zQPKDS3!)%yqVlRLq#*gh8si4SCobZjNq_#cKWVOQyX}#- znw^uNNYq&$^b4XE0z+RVt4}s5q_-#dqmV3+j%aQBE`}C3&Lrax@B6uN18=B=qcW*< z$Y2i)2Z8l31L$K$M14roiYF}%(9_-1vko$YVwP3c>pachUr*yMq^sJB$R=0Vns7?;6YndFoy&9bdsQFaUsD*#wiF9fa%jS*3-zigSwDl zloyLs67D7rBXVl2Rz}$F`{&nrii^MYpa{%~XL*RmQN&m4(dTxEmFVoil z+ve(W<(Cf+vKVs&j`%;++Vsy~l{L|-o~}0$Tk=Ttlxn^-KZ}eX(^|nz`4>~19Df9= zcm$kFSo6<^3+m68uc8sn!B0g}?-Z43ZK2aaIRpdt$L{;*Lo_P)5N;IBd7B=eDk7+7 zvEMJ#OsRd-f)c;*q0hmF{MCaRy;fPw87uz7AkX&q zf1#nFMM=<@*@bzh`z46whqBEN$Jg*amloS2C4N4|$j zcHvdhjq_J`s{B4=_}M6He>M#b`ybjo>Sc*PLZvk`qK-PdYu37RjGFN zu`AacwH)nX?~WW6kXH!RVEX-0^2wa${+8HBlr()Vg(^?BB%Q=N5kqC`Hx4YmR#=~( zW4h%hm6x9l;%aCb+Nb+;dV)R2d~|9gZ-`FJy4VbSNYi$ z{l-b#h;M%4%H!pudW$eT4Uwc(OU= zE6VAvDD(Yu=wFw*5|`>j*U*#2a+yYH4ei5y z3WN8U1#}H#=j4vH@k)z5ufFU5`&tWG$R}6F-;SMG>E%1IdZ6OLZch32Hyk)D%N_PA z|E_j=a^Ch3Gq-ZQbWW>MUhWEMUf$kUb@az&n4f;+>nYv0rf1V1|11{$QSxa?`*b_$ z>yfdg@~;~_3;BYQzfyLi3Ko~jqo3qtZPGQ3mTU$g`y>+v&XAO-#BB`xPh!9Mwl8iQ z?Alr43qVuCv|A}FoKkt%j0EMEngGPTD>=1 zSl8>Bhx^z07t|N?eT$d$%XK`{OzBOVH&5F3M{Y15rzZ58$DWXX{J3b1;!MVA2&(tF zem5O6P25(2@H18J5wr2fOWnKz3v0O~E^l!U6;n`;)FUHf8j)AYIuPA-W z5?s6tnZu-9mX~b$^GSgvOIajkwV;8NM;W3U5ER zrk*^$_yP(hiT<+J>Zz>S;rl&h162+N+~e;gZ%yfB?ci0LBq&nV4!76;3Oj~@#>`V(k zQ-Adz@}D!kyM{mSHmG2>k|qVK-)7dsu&Bi>UAVWj%$+fP-7l;Tv)n=i|(Z8h3yR3p8%c7uLL*nX*8|_W@dwRF4P! zUHAE);c*k&d8bdGJ0ig4gF~QO841| zUTbc@$y)w<3^!aS=x~kWk8d~ukO<<}%VdpEEGvcB5jZ~--m3})D791O!M?-Dv*s;b zy0i`k8&Uia^&m+za!w4OR4;fsZ+cJxM#WZybqOkjdW(P3k=7w0dWLuYOWCUqhDhwu zXdH3hdf=4TlT#G=nN&W1+aI1Yt=o2?Z!hjowC7TEBHBT68(^J1xq0(Hxj(;nh;{1= z33)P0sDpM?kJ;hClR#G(&?y!{2?<{kJRlK0*O}ql#E}EEHwGsT8oB*jcp)Y@lC*KK z&&XjuqP@V&T0QrA3H@oa^gd3D5zQ>cr$$9o*J(AfxtU!`7w?$m@v5Ri0R2zlPK-=U zG=ShLf|N2@3kK6dK@aW8@z}&84~$Dvn`h$1)@&0w1A0CM-@o%`+lKGRsH;D}?2CgE z!g?it3T8kpBLtHm?aS{U$LAiS5#1Rm&_%!BGN8Fn6tixgN$IC!sK3LvXaB0%b17z* zze9rpX?t$kBtj0RG&FlMYz0BP-vjtz;>#-Wm#?i}wQG;_s$U5VEsSW4pSPa9OMUmx>*NsIq;Q;&ar^$C2nPZZLTPk_Gd zyKzXe6xk1LZEgE*a2iFbBF;~87n|kJ+AbUl9jQo^i*$o29JHE7<@H5t-yw~ml8FIH zYJC9n8H#e<%A@odHW7ePi^q*H`wu$0Nph;Evs16ds+?y8hmleK%jI)VPxFO}^Jf+(EWjRH@ zrijJgrrXa%qAf7`X7c^j|IFk=mVV)mEh-)iTjwqz=1UYFsHwC(+BvHE^K;qcda&Y# z@CwvZF5U_<#xc)sH`nP2qqU6o_FX+TOf)0q@=1?Pj_y4rY&`G!{p;bzlM{iKKRici zf1_#Qd3QdBD2Q$92X{3Fx&~qRR95KK=V~y% zvf?ho))8{hoIR$I^V4VL)~zGo;r>t- zqS1mMa4>{Y15;VB3+HbygOfrm7&2A(+9iwySp zB5-nja=066w7BbB4kHV^b~G%q;StxNNYDG(p#RV_Fhs-K4$6YTR||iq>&utN;LSQc zT>r5Uv`$o3Ad^i#F^2JUtS?e?IUG$t_G-=Xv)dv&O*L34hOsj2pli$5Fz?Oy zbX7d-w~w$xQ2DYCWOKTETlkNF`hS4nKHfGzrvhWOwpKZg)Kg3iP1V3vpZ8oE{_Zn> zO>V@ccV6WdKjFTa85=}rI~ODF1a4$fs(6<+#31KGje?tcAZr7SsQcS{Qk+vAtK`*# z8Ar`VStg(NvwQe!|CW+FtH*P6Dz&(1GFRD4j@(>Y?8NSo9M0%5KeY7tStj1y9RHd) zy#%6$_-TY5Ai(p5v{HrYNOA~+n|)WC33dT%!pUNoa=H8Q&x+0GUMq3wxn=nGc*5PZn=9;o_W5gJr`8o1f4jvDM`sp>0MoxRqpIs!GM?M z8Ly{pmDEcN7ty+FALKE~VdZ`|=>OOS5NV^=(3w*@hZ>7dTK&iBm}XM6Eb=%Q`mPF9L0D-~?Q5Dzk6O4`a=W}Wyq_aHF}f4B?x z8?&p6rWShufxev{Cp&I42)Vc=Tt95U-JU(qX;g7YY{Q1d+s%D9`MHzb>bU`b#r&r{ z+USa4K+dS>@ikxfOc$Zejy`qtPq`LzRA7ZES^ zbL87K`Qu{)XI9?xpIDt7%zsibYS)U~$hYAQi-{`zX0rH6?uAB5cN?-xGa9C;9;Y4l z2_Jud{{-ic_-X)e>)%tUfR4yl1;WEd@8z#Y#+3acz;l}K@1HC?br@l z>}qo)sGokkY@;XJY|i2JH`;t91ezBY)(LVx@X?`6zvL(QWT&l)vtWS3&ug!zZRGmy z>MmXY(OqPzmKXIY99gn^Pxb{&oiHpyL(Q8 z&3G!DaW}sl1PIQ#reyT6MF_Lt-ZfHL*VFKDU0&QtBhSO7CnVuRyqAvyg(>irPW6#znvPd;qcB(rJ{Hv{q!U^qiy!T zZi@&EkKWmf7)F4Em-ew-F8Y$MmhfbqTZ!+3&x>}AtRi8R7PJ}aR~9sz|91xbh@I@O z&q6P1^y&9s2xuO1F7S*F-5>K^5;(T=(W2dbEsa!+1!sI9YS#OHgS9DiIDsRO_Sky^ z&n{lms$;m!f?jTs5T^q_e9XOFsFegh%GKSx;66RIn$fMjdFek=knC5o73dkYy))zs zN;rOjzvJPY4t~z0g@yI+ z%v5}muu!qZ5@5ieC6ABwKCV;PySNT%SChxTtF*5__L{Fk=j7$nf(H3^+F-z(lhsoH z`Xr&>*LIZ?oD;T8@k`|(wQv_jV8cdwvAFy%D!kTKzg{dv#&l-b!aW(1!?V@--1DzG z^oGBmStriqPB$mZpB7v8ELJSz&_4rRb77C0{lPpT@uXmtpgxbXW>1!6o34byc!KNVDRY3uj>T1lR3yILXF-hnKyh()ljcq8 zef3=ExC~3|N51Y7i~WnCS<u7@f^2EUs&1Iy!vGv7BwbW_2zm-HC`-o|C@Fd z)RV%NHBrsYVc0je%wA&jF{Aadn;c(enWaCyC|tB%KTDIsW>@AGff_f+)@C+DQ4V1( zJ#|k07vJ&yw`^Rpjx@PKYJ);G*ZH@sYB|mos?C38{cpB%$c1b|_7}}VSt^I`81X6Fx4gY4ZTuDi{X@U%#hBOMOzvGL9;;n~)MPkJ@&4p|I zk>D~%%Os)1?0pbTXmb@uj*ckXeEOS3ceP`$=-H!3;n09PAT0kF$nTO^9!dM-jAa~H z9@3b|1IFKGb~uG#WvOi*K3H-wMQ{3JuH)5!ng6q1aV>cRjn76hj2+fdWo{=KRNV1a z=)B`1ty($F|93$jlI!^LZ7J;=uziwghyEbm)Pe7i%eEZ=ytjc+LXazY5#BhmCH)97 zzDH0^NUy}_j4lKXk}{DPuTxO#UcF{b1=SHgJNV);*!1!^)Q+sDI7!Yz(s00WCECG@ zOK8N%)VEIw)#Ox^AM<-JK)ugObnjSBp3djeHs5$X24a5J{_*$q$#(vFN8sD>vEK<1 zSukN7yAi;584-;Qfn&Z0XFGAyp#*2Ksd^brUGPJZp2XZp zC{1&N&!|D7vj`C)CWE(^5Q#|7to+6^dS)_v*Az6hTh@y^uspx{{}3{!gS*RALk~;qygy7`kTWt7 z_~3w53WV>Ew+qJTGBzohG-nP68$lZ1t|7~@+$((N#B@k-%JbU2^zSn~UfEFhYz(0VXDSDFO2IbaZ$nh(Bw6f|_7?3MpBm^gg5?RFqg~K7Ue^ zIM_8m$8MiL7L3h)lH;N*ADfwW|DqmdW>%ON(QbrutHyZBkK^0W6l71GD!G!gmFAE(X@xVf9%MIY zYS!E!9-4r9iif0syT$(B9sXK~578~8yDNes5eErsLxOpf=mI2=!jTMXo4l@&goZ&- zafFDt)Z|St#9YMzuCJ|*L;kGD2qCgQx9b2@6k42lh7pZJ+Ua>Pm-V*cz*DAKR@bJq z_e*Ik{0CpEyl~mAKW~>qznP2TK0mdZZN^&hgV#{Wm%+i#-?P^}V5Yf0PhChzGX`f~ z@Mg6eh-X~EYaAd=9wAu|xcuZ4j6vBn-XbJ$@2s@6e7K~u5MKR3&P*a0oWWX(mNC_n zk9RcnTjE@OYTXl_rgy7SUH6|856t_^D@8Zt+l9^gj+Y*B&s{(F+wA__edy>LeR7C| zyy&ufg8VEJOTQFme*)*4RUl+qG4&%zgoE+MprGVv0ZDcswNc*Gq(Mar_rX9WHUuK+ zE*_e%^P~&)a0^S3M$lCsDCz#=By*pW1XBBcmkpq9}9(liX z4@5mwt|={}q5Z2q_U6(PXZ$b{LikU9JPvM<6eZ=d*lH0aI)&_0c{WN70!yR*;eLLs zl!dppK^@Sb+TcZ`+*#xhDl+J3bhMA;X$~Du`>2Ubg@pgt8jYzoY4HUzw^n{e)T7e$ z#^0AuBm13*Dv%0UDGZ#7C4!=mgz)SFJUl!aOJtF+BgsdIjB&*ezV2Rrn7=qgN0TI;EatmqLz$vgIM^PC{{1yv${r zU>@F>5-Q~?sbFShl}e61Ael%`J#orCzDY{s2^2P*v8&0n?5H3k#c-sv6!{A|WV(}! z^4tSEVmprmQL^dJ0 z8)ypXa^!>(YSgUT6^RUoE`Jpp#9!kPDIuvhERGF%Enb3}0$!$i;s2xJL8J02U0P}R zxuEzbmN)zyEW%ki^oMk4hnkKrd9$Y^dg)NlKhJ5n8C(F94>3j%0; z^y$sGXifzeWRl3hz&l{HpyK<+$H$vx4~USxW7&!|@5liR-1Jif zhw#LxNGPd32&ARSJRvd<*ElHYtM^_`!%=k#byo8Z*qAT0GOPUfyhXf;o%#PLdt};g zaf|pl&nw&fSY}@8a$0FdljDd(j#AaKe;&HKZ@+#1C-u*Q=qDSALuc4@cy8GVikVsO z;cP8_!95%Xt!w^GPcmN-Y*HZn-R}E^<<9$#ezFyQ+@!-9cu^FNE|zlAQLQrC<- z;omGjyDH#xeV+lheX+K!sPyW28D#l(a`_7z^T1_ zulB1DPx;9DWo>d_s{0oy1qJsO-T+AJQ)r-YSF|<2yn4w3K{+co7Uk=%F_ZOgeOvSo zg7-4l<}f>|FZtV4b{-FUyw{uROZ~QZwyYtf)*>{s&C;8A#feAQ1OvuK9geT*V{_EI zxoD)bPZ1dVS=@?4hw|H_`|h&f(cLdzbg_rt6Iq9*A!wn+ob&DJNUT`k)Kga#YP?Jr zZ}k+l-qhKr>LH9j~&0q_~hr%92cBN&7FU**P-`E$Pd2t_F_uO zbk>UzmXYh+VPVJ%98C##NqC^9pcfUrh@@QGMKC%IZP3X#MKJeIe~{O&Q2pZF#$k0# zN9@bRe_b(QsjxI1jD;6c5W(q{s%2qP46PaQHC4A3`H$Bg6C0f7;oD7rMir#6ltxml ziK(nkU@vysqI)ZtL~;>VE-L7eojo(PHt=*Ir~7oDAceYqTjZS!L!}vxI`-+8dpl|W zTfmQgHX-jx-WGzFx{x<|qWRUh&QI&i;!v10^0C{mHb)>>jJG+ThRtKtkQ53$Tse$A zERXifO2Jz%$XPLr=4f~a<2YiB<3iqPymXlnq{^?|$9tkCb4J{d9N=)6S}AYj?iUdA zU|n%Jvz5B!eD5v~|KtAuUFy#cs=q_RK`F?#;qRV(xL*!~oV*@n;oWaPJ{h~;z3Yqj z1aw!1{6B2Hc_5YR*FL_RPnu3er8FXADMQHEAfediIi)BmWGb^Jm89CXL^5R_iwYqc z$e2>5%rYb-Q)YhGy{XRU{e910@7w2`-SgbfeXo11YhBm1{JNdhBM+&9Wi4!0#sOte zQIi#OMFb^x>3Mln6k8-8Jf)(kd17$cj^n*W*=nEDUj0uCockphVX*+y(R6v|MO@F& z8zH_LU~iGQNXXAL0z>EIaUiWXR$ zBIlDjS2ruOMWzKMVNITw_?Fi!ldj7+Ctmyoa&t=9u|SZ?YJ+sw+TMOLPl?XGnc?zE zI#2K|F`{um;|+bS3ex;L(6JDAIk;j|J&uV*xHcXj@DoLjPAC9TL4Doz(-eRL&$Tj# z&KU_b8oAGG)5hIQixzzXn>YjwfKG3TANe~=cPzFk@`Q;9AGAc0_h_^&;L4)E+<8QR z%0{-H?DF=({U8ej^50Co&3aRR;6_-K_uabze>qbj7d&s>Du)J+$oD#lLzOK$tH;3& zr*ZIr#f#=~89JU^3a4w+$fX{K)CmbsC+ZkDoDMQ&xrU@!;mU<=ujP;PB2<*5o@^qr zzxp@R!oy3xWZ!oe8(XENYetG|5F^F|Lb&^Isw23UB3`h5&!9q%-qs`m>e0`TU zE7qmfcvTnDeWpGvv`(;&`%eWe8iDI7fOvAJUDR=zU=}+aE4lHkSzcFYJIlxH2ehg2 z|JKIL{EU$PO2@#kwZ_I>F|+qMBUE0wAm{x(X?Wv3iS*sSNqN_1YwS~80#Xa8?IsqqVe z2XdCYAAG)+DL_zrd--YqC-iK4?o1=?2t%><|6DAI8yHvHoaZ?-rqRaZ>7o{^ECG-;eMvcY$~LCiMPou4J`2 zRu9Sh%kFF$`T3QJO~O!1#tqa>+t9GBi+%3WTmJAa8s~!qs#yWw*`?Q3R3`A&UUGjh zm$4q|7SDP#8iAL@*xqDSs(&sAEHeMUG{eUE$N%s&8`~K7UG9CQ>OQ7GVSS6iA3}t2 z$j4wDO8mXY8}p9!_PrlWOR%lp8#^~GeflXG4VcHheU78^gxdbe4!=GG*fTZw@4d(D z0umw^P#TNg8QaXNfLE#}6Bl>9%%Jy9uB69@Ui|1qZMDfv#v& zd{?T4?wm2?lUrV1%{fCBk-gh^-CN`Bhx+7T8S}hMBiDV3N_Quk=T$5E`L;jWW@buB zWOOys3eqagqrqup5g&D_76|kq{ozOGH!|ZFE+?-UFfz zsjlTWG-ru!d>)8QW@`(B^BBZe`Q?1Tlg|@Q%wRH>Z68~0J9CcGs>N2UU=|Nc0=-J; zczsgl9-%pna~aFylRP@YXH_ihAlY|?H6>Uk?x(AvZ>Ce!-+ZZk2aQHxR<>cO0)z zFuGgHXDRlCx3P`kTqwG829GLrdvSldIW)$5tR(d>!pP)*Hy|t@N&E}9+pPVktM#Ol z&imvVqduEvS5hpj8SUn*ty33|bBGQNguF>a2E^Q7ATQWu|CeA`>3{cLB&jF+Dwhhi zRgWw9eyhD{IzQ(I$>u0Dj@t_Ycu&1Pq&r6m)U+NyG?T`xIo|$l=cKtV&M^F_F3*RX zwD|tJeYf-RjdkN|mFETC(B4F$>`2#&iwTK&Wu2bjfelSC7<7L>^#9F-n1Y(DxJ~o+ zbDpg`l~>#2M0M?1;+tzqXo!T(O3BHtx}?ZsHNH5#q2Von{89PkxJ6q(NdLV>=e^sp zICs8V^xMI>lKVAMLxpZR2X&za(P4FG^+WgTTGtej33SOO0P&)nsqs^p!s_nB9?(S$>{EEyICH)Vm-KGm9jjK)`_EA zrG9|N{$rFN+tR0bJ5c@>|C zE2Q5#x=2oCEf2f+Urt<(@69RGC(SQMi^uC*D^4@55tq{v5Wo*?k|6uaT{68qOMj1g zTcOqyPgbQ-lSfly=voH&T zoc!ZurB}oT@#vpJ$VlGq{JWM8N;=tkJ8dEZ8fpqPsg2({l1CO`V^Y%7&DO5nyKf&+ zhalO54Xt=lFO;%?oRpAW(vp&rU}lKLd0aaMM?)akD#eZ05+_x%oC>9dm#0+FmgfM zejY+oj%SiRV&UoGLF8j_N*zVfoGj(q^m<+$41m8w^^SoS3<)cqvy8Z0f;@Bz+7{is zL!gySjg-3C!hPx4nQAp4bgD?KHe6_&m7AAmTDSzM4AP1y_^?GoFGB2+$&?L()xv|h zz%Jbsjm*`6C7d&|qE4Fpo9?*>#4*1SL_W%_8mb==hco!E02v|MB&ms&BLT4bdeQ=P_A;lzy zP4A}a8###C3-N~|%si0Fh^sSM0O1QikFJ+?)1u>`Fb0`*IS);d;8SNgr@5VRU%wI3f#3mw# zroJ7SIVk;P!zft4urODEC**()ra z43Lz6NjZ6&!wi%eWT!;DCM2SCuDJF9iG&jY#FZXHDONjL0n`6c4X$Resh*{ZwUtYrr+D;%tJ{<4_ zul8C$!*#0=%>*mPkY-D?em3Ti$HtYPZUe;e2nUzjs@T>+*y%Hv2v@;G(B_=V`rFk_ zs}7&E(YX6&tPsWq%hJ*d+^XiLm&ZOBlcmThL++Qh3V_Z>>=|45o5#U)%2X2W8!#mW z8Ln6`5-LPmIOL>4+BCvEAG zi@%TOn$bkB;j{twn>T0AzvVNwen>2J2SuB6%w^Rkg|(6w9&-?hj(_uS*4v>2KKq=V zGyVA@EZy#^6E7>s)6eYEPaFhGh^uB8WEx^@%?(@7%3f>=&$ewQ+nNO4MQv1w;i1(f zVk@&a4LpuN`=!XZWTI#NOi(dc^0nEaT4oJ@?*6C+@mjhWzf{lo)-V^j2sgecD9!p2 zm&>$7{655SkPk<|bV8Z1Vk3{^w5+34evM$}22ulb^smo>b<9 zVZ;^eOlwVp4a=`%Hl->na}hh*`YF5bT)yPY^Ue7E_p40Q?#0FR5r_5ZiLt`9@wxUC5}prLC!TIu0l5m9Pt z%u?sln(r0+fu!|Yq>{5F_wM}=G{Jp;m8uH0)jhxLe8jN?IVU&j`0-Le4G~y@Xc*-< zVupfEi3^ZlQf9)gh-j-#ol*3nQKC({j%{sQ70@Fj5f*bigyAwKM4aLX`~s2fX9(Il zZ2%=Q?>ur_D#2Y<-K3Z2SYGqXz^HFLk4(Zj{-$uEOzh&igrfpRy-?erfj$^x-`>Vj z43=$wzdeNeJ}hBj=(Pz^kIbq8Qcy~Rv(C1xsmU=K2Nc|ggQX3jrB(ysx;)dth73R> zd{MBslb}*Pu~y<}4uu$U5urFfr{)u5IbsKoaU_Ij2n$AoHGT`hf@pL-DFt*bE?;%d z3Ft6r^rt2dQS7$LoQgj)>u;k)Ru%UVw{`8&i1Dl>q@h`gzSS zVY$O=W9Wu%_jf`Cb;q)D=#(kNljr8E$a2xl|0!3~1i|t#Zabvetio4vKNmY0Y=x{> z6MuHEtg3NUHxaQZ=vVmf1mgjG{vEn!oITcAMgBpvDJ?#PbW}GMv;WwCx8BZ` z^L91rZ4h8_@tcWqi{DU-;|u%)Siy&p1<#=jr_P2Xm6RybX?9Ia_%8*CYa@^8FXsPh z8r(ktV6ReKYg#rn|qECEyVE3dyy*v>LBKp2L4O530Q=Z1k4@ zvONM}U6Z@*e%uw`qT>7J-4d-b7Xra3!rRIoV~ho4W=%}hQYS6jinKbfh_3pWpRRRu z`|WT4umHHv^iCOu44W7QG-PPRMYuPuG#UJ9iv*X6h*>Bh2cOKF%VSmhuJ6LPcc3j_g#;=y-S4PbaoDb>h5;5jqW?0L#hS`~5**r_dp5 zJEdij5j<^gdI@v^%b`CkA?7qf)5IG0JL&sd6R_a9yDSp@9Np=s0L4U}aI$nK<`nCU z_X)5JzWP_3w&L#%dWk+zv{lY+_~MB*G!BvsuOZ2>8uBpr6jI+)JS9PuVu*z_V*{SF zG^7%S<^KSk^ER7}C3yx&s*N@j#%qxVOwd+{7atn1Qce=!ol^TR1Hf#Cis%$bDU;%{ z3=Y-6oj-M~)i!ARG(Ha>qrrzOnGVs-H#6%Po$3PLSysCk)!ULc-&?m$ZT{L?{+&~( z?fO63!(&qPflkvuH)3OKc-NFZ;*TOOX^xwIsk7w|`*vXxwz zi9VN%q!Z5~7O2y}xQTAQx1HXbJux`5!I{s-$S>u!J|V+epn%`WxJD`o^Jf7hGgV~( zUTK>hq(WRtw z-)zet80%Ux!+Fuzd$D+N#4T2isUX7&{#Ylst421LZ^cmP3zz{K$X;FPSYYD$V3(2i zFmDC_Q2A>5u48Gl#jAI1MWiDC@cPLrKbKV4*D}_9(tK6*h_qbog$(lFub%$znLj^% z(tL8;y||C86~!4NLJl5-_bjK5tn-;kV|@2*l2I}Hy75lWyY349=I0sA4)Uwlsn6n8 z;U<+jQxR)$$S}_`o|dwTisIBx?TDovn|mrOyB5uS2@NaLJr~Qkys1s+8}w3suCq{Y zF&wJC&m`-xkFkoU4xEZM-nb^|dd;%bmnFrE9ab#hwd{WI_xZP`Jf?Q2uWX$#O%Yj? zG3qF1*CX&|2flPjW+*xTyprgNQAG5v6=fJH-ifQ9$?dkzz+^!=urj#|o+HNfY- zv|~a#qLeM^(&2Rpx~Dq%Sn8bqF_}-9T5}c8Nj1A-cF-B8$>ntg#z7-*i0P$?D$cxfd%Pt#RqW!$-rqH(O&3O9NP( z$1keM|MHU&$$fd0@%K|?#Z3bu1y>hqVf37C%AHlK`RsLQi=&FL-3o;m8?x-2W>QQV z>mugb@h#?UW4%sT$**Nl%J}Ermji+#s^0Pl?%jLl z(7cc>A&iyW_NGJ4wseo@caekE%u;Vk`SZ0$>HAG&rk)=9^i+KF^qWwhn_=^L^L;JLnsP_O_W%39rjtiK~;FiVG{xU=;8%Yh5YyIDjrLZg^-_pGy{rhL_@pw6=(~i$Y_-aR=sa^X; zx2&}M`!T&Um(^>vjk8ufd34$?_i!M4ltg`=28DMESwxDw)!Q@{QM1IoNojcjBSYP) z-ya|09X{=It6=*5DPyf}$;zxYTa_Yt6s+HJa$A&1ipOcBh_kwTUMG7YCwR@CSDvh5 zigyhib%cbt^vx9Z`Htlk{ds^c^~YwH%T9Xv%yw0vv2WEn2mNmBkxz(Cy!?zucz1M- z#}>;Br6=rL6<=+Zd*g28f4f+tjkdsKbmG_i86lH$=q1Ztd}kHITKW}eUisYVT<`D3 z*&9CanH8PSSjh3Kh*x~B-``ljUGF++^dq2L5z1>>3-8}=;;#N?tS(hCSZr^fBd5Xv zowVk>QZ?$tfn8j4s2>>-YIxnAsNhhttxsFM5aFwOx+iGCXug|O_Me|9(;WV4A8~8l zRw0?BQ~$DUIbUWwPsHN1eqlY(DI3VW z*_$M2>aAVz>2{&;VW&AWz&lsL`J=&-H!d?D9AaJqhl$0kaUX7Oe@1@g8sk^8|E+)i zuzBnIyUSV5mRM_TQ_u4{C%A~|&z&>wH2E1|JzKPF;U4oo^-m3NUNbmA}wVy zqA}&Y`gpONb&%G(fYu}#w*@=-^~swr)za(-?1N z-C=UuR5QM%n1VMpiH|9F*B6AqO|2o4Z^pQ%Qf{C9eP@nmVQ-YtJPL<8RVw(C)kWoM zKfl7cpn5D?0?$)#!~h8#u$+ZE4Ytb-Z3v4V`{BnX*I?}L;6OH3pr2N+%S?t*7%uA? zRJL`ocGI#3-IVM4yLpAL;;cF=EBMD>=rdP8 zi(35VG1h|loNrr!)P~z+)*=CvAiC2;*@h7WLWb~(Bq~h^yKXy{pkN|=)_mc^#GD+) zKoP9VaZ|j#`ZR6-xlbEazr0<}#8xYyQ0UajLgGNz^&8gv~ zBNvO3*NJD6qQ~Y_O(|4U`svU;yrbd97`=!=pVy32LP9nXdwkel#eoPE4W1QhZmrZ> z>ziPak*2L!V6ZheKLCHC409|CK=Dab+5^mY-MlL`;lh%DhgoRtw)C4Ks_g) zFmLuO^2*R&mtoc8^((zF9|z7}5iBu#iIEqF84PE3aUtb+XB-e|9ptdLT1Ce3!Z%yq z7eoJEHFC*vc{RQ0)R_B`F~##ze24OsD)`eJl+ssn75&5XTwsm6b%Jn`w%@n)YcaaE zJmb8jRDZG1mu$BwqaPE1lAnU@<}zaPF={0{JG)6hBw^cvFC4>h9Diw5;f}>}_G$V% zmwEYJa+`Yfp+~#z%_rZHDrbM!?5tV%H}DU&$v-kC{@n&1Ez^H?cS@$qZ&fE>+xJvx z6PdLGdp27LrN2M@r2Glhf9ufLV40Et4;Pm_RzUBib9!Q0Gt)zilydx4ebNrjWSxXZ zjXt^Er^BKhU>%QUPmRfBftbL_ic^$he+(wE=hQdQ*mu1TXnmQc*rC3HC0}CHTWfkH zWEBdI^xn5N(lc4VK*Vh8(0wz(z5C7{nn!U<*uPQyuD^c_Jc~{Pt0jYf$t+M4Q&YSq zyzufnZ1rvjr;Ya&5fGrx>dg{sv86-29*bGS;IYoVb?X5#4ITVk4Ygig{tcMEEIZOH zb3xW@<+UOb8j3Zu@75lVEYyt%_#J|&%Sn=u?6>VHasp-T+HeQ!{Rc>rC#Pz$L3}v| z_QfT>P$ZupG;BJ2_z4C@)a3B8^Y!sz|0K);qf6LMtAaG=@ppOKn`MX*5TFdgGXK@ip{}|NV(>{=h0GX^cys%Ug8~>IvvUYubUGf#*!oMs zIkZ!2M^IsTkaAii_psCc&8rPhmpEsSM`KI3)IBNromE7ivOePS@`8V;y;Sbu`*QxX zWYei(SLZ8yNwo|fYyhR_BczzbOpdUS$ox$L#bQYbc7OL%hh&>LQM-fg*Wo4fo~lqQ z+e{pwkMg;u?AA%<;6{ij}M3>e%_m_aHRIqbMJ4Q_o?;`abBV=k7 z9D%U$8{O6S2W7CVmw4**}f!$Bs& z08^xDY272nieO(U&>DKQF+Z*kmvTGDL8Pfq4DlY3WaW&ZkeFkcBz`yU|F(7 z;=K0TZbNi@{_LqEtqD%rtSMU$W*aftYQ#hi$MmXi9!~gFk&hngDw_E(SHEF+ztV@vskF~Gi<$1bZ^8UPvTjC2}(g4_r}Ma$soih zPoCg~9uB&-1dljN6a50|a~Kjqs4>(KHGa@9goa|E z3eoJsjP^tc9ybD`?Ue~(9upcoyR#cFEg}a6HnnnSA$=kYTAa>k>@avK3@MmEp@YK{ zN9JLC!`n&zc!}5Nz%;DR~`J{)1MOb)@w zgsarRhkc;;igg_FGqm?dCu+jaiTrB}8#iw~bFiD(mR=*i>?M;5p-sU-|^}v)%a||gjEG#5LDDBEMwaqY^1c2(tY-uQwqifkz zKU&{@5L0{=SJtmM8V8VozQvshRSWX?!gF(XaZM-lvbrr3u5o2sm-=NM0Wosb)}dj4 zrqfkbZ6_!{dvL>`C9sr?0*bIIfcEq#nnkMJ;cM8@(LtOT zh@^)6U5=R4Y1?#l^<uo0S*TlfvKns!u3f;~0np5j_C2FHT7sn^MzhB(b zg>PEFUAXP_ygR{|d-@a{o&1$D{weREgM-}V#-rl%z0^#dMQ(J;QxvOj7<5jiDh}LT ziC{&Xlrav13<{Qm8zCA|0pd21#QzQp4pyBWI={#jT{u4p58_gfMZdri_TU5PBY(rV zj7nUo3BcmN;X37H?Ma(V+hmowXilWrDt*hc@EgQ2nxr9Q{wAVxBCa`IkhfK_U~p*o zl~js*cN2??Wn1C zf{&J05cQKq*HGy0E3(kYL}XO}RZk6(bAX8FX{1dJ2ag!o29l}O19YXvvKKysV7>dWHDVMhqWvEFRf--s0fFgTpm8sEe&5yPxr%x$uId<;eay z3Y@17i+@sMk#NpryQ{iu!SqgaH*|J7UnJy|Nq?v-Y$b;O_0nE}$)v1T6b;@8yYus7 zuJnA^q<}o~1txL~d@)aASyYc?i%bC~b8Ik!{AdXj3o+z*z*Ep5(^@bUn&iK@I}&k8 z@@6*}l`X%m29te-vR9WE+}7(Kn*gs@9jt}PUy=}7krbVS2x&MSEs%FP%qzDHAFjU1 z@;NO=q~CQgUF{kms)h}}V^z-f$;)G{3T)BtT+dD&UE|40JBaK1s#^2;Q#vqK9c+LO zhyL#C6K~8i;K^v}< zoC?si$eccljx^KU*`QtaE_}!*BV$Cv4D}<;B)9PO`?NkOtza3?@gFBz-JWXES{f!E zs9hVNJ82|eD&1XL?>>D7#7xFxc;rkx_AQ9l9dK`A%7{-ubr{m(dm*&xApAmez1iU& zbD`I`a~Lt4XG5Nym@=6kiJ@aXc zE?=826kECJYU)`_6rJ4bIVbaP^yOp3T2DQR2qfBzG(gIOoyy}^6oIy7Q2<7I=|K;| zXYYOK((F12fe0a)=pvwmnusG0G0p;XP9w^~lU48l(`XhqY9^a{W)rC=)c>G!^Z;4= zdy>bm8AN^F@=#Ixf z4nb^BEX?oq*M3qA-hJTWxa9AR6(T&>+QxU6MYOZb)X|bHyXzn2>+eQZOHtJJ=NCQ{ zB&kcrLgJh&S66z$m~(Wn6Gk1Pm;n)O z?K4Cm3~@n00Ef*&#*LA4gGu@;e{P8Z2e7e<_@i&G^?7~ca{Ipd&qEPlQt^S9!PS~n z-ISjXc5^3xl_I5e*+~>$U)DDtghDNas2!6k<3OPP9^^E9bGQe>uS2w_cAZ)ee6SlO z@M3gnmq75uo|<~6%}sxINR#?#>+g#+r$BH~7XFUC^#U@frcK=zY8pv<1Q!zsjv7v? ztQZO53t30%9NHi9a&uFWwD1VwR|6^X7p|Z(;2!s=iPz2X3H#jS;yYEa`}d3`b-V4i)={p5-;E#9$+_LH5$yvT<4aySl<7|+Xa+}$l~#{qR?`Z zyAkfjdMT#2aDpt(bC77rHU4F)K+3|y>-s_Sds)s;1lyGF>3;izN-5J>|KYZoT-@q5 z93-;HY-A(wAa(}gO9|9_zIrXl-(+$D6M%^=jyZcwc!|K&4 z{2D*v1awkDOxp{k9Fx5o|HVgempa2EoQXo<1+Mo&x2YkF1aZkA!%$E*?L~P0(U46Z zk?Za9^^ekS*f3YL>6y1RWNXK~ag00KfAY`vc+wKD7a7>Dt@Ccrtp@~f_WD2tfa~s} zT;O7cijC|uIL7Of+Jg|HP&gx?nqxHL3kb|q9E57@ONo`<)y*1uY8;?snq;9JG zyev;9EOWOqW#z1}%1yOP~M>a@y6mK+P*~Jl$-}C3V+B@y<8srR zD5K@&WLWZs2bL(L%6*-h!I20fmGm#ZkMhc550#0`4>vl`uXo+{m=5M2$%FI*O2arz zK_stu=o5bd!DYm}KPYWiul;-t+0bLt^d#w|rwiGc^9!EO)B>`tzC-ov3JrGD?6%he z*54v-o%e$LMJAVz1%(~hv+3Uth-Y!|)2Cv5btNp^;W%iEoj@2{r$2_}##~q3jMx2p zklp)of*lW<6|lFCoy!ohDUV62+Ns_eJ2`Z|W*XI$Ey&lO3KBF`zB79ku;$R%=16IN z?PqHN@w%_n4ycS%8d$o-ZR9H3QUXm7>uFL^5!wQ#=DZ}MnMjm{E_!l|#Er&q@vm{* zu7z)y%Qc5B9?c2FgcfvFuvl!Yd<_!uGZd9L`X=8R3i>O*(NiM3wO_?#-dVR zX%nxOAtjnu^qO>^_Ix|N^$&bz$yOWdhwh;vjmPYiLF6Mml9C2Qu#R!hU0&EiRI@cp zuZ6uBpcaRGq!np0+C%oq$w7L&{X;4XrZ+%H%Y{_egr_ZcX-QPtiT(R|Enf4_D?fYG zMv%hobY`3IcvEa#Vi`%ZfZY+#^#DN=&$_$#k9luB=1WvH=#ymqxU+)4-JgptEu~=U z`to-X%e$(_`>f)+DfgCbcQ{x>kD(R_4LNZ5jPiVniMl^G2ABi*BJN`fWn_931RquF zu$4kqEVQuqCT+PCdqZ=rpS=qd*H;_4s(AkST@N6?8egh53-(*zod4>T=XxQ{S0@8a zfV*?QDLjM~vB>O2ttg^+QC1daOsb})k<$;nM0+s6Gx!PhRlCut5@#9LB!cY?_b>Z> zxVamgGh8*l+}|T;lYDdjcE4J7E}oXawqNt-xC!hQV88j2;;@fn2+4Jr*%U z?HoE!4}}ezx-FlZUZh{{Tig>jeyj60woH{C`PF@w>)f5$tQ~T5uBktHlgESd=Xu*~ z_r8!~mbLhNkj+5L9ghMf<0}?cW4Fhrh;K(OGnd5@u@-d#0z)UF;Ok|_6oU7Yr zT^=1V(4in`W5a=l+Sf%bHCgH(v##a;!;~zsW%`HxTUC^{@d~lkT9%N6NvD&KoYPh% z|BQWaHgc28u1cWg(ml@yFJ<4yip1;IOC%Kt**~7`&-!N_Gw`nH25?N(*H!R;e>ukD zIygw~>AtAqRckjme%p*mOg8rK@KezPm%dkMk9YlUS@rp%Wks_bQvQ9a=u#KE_#J2- z`KkS@(Zh|nw#6c?oa9H+)mo>l#Ml6#R`0AFcg+U48cF7R1EQJa!5*Wy%h=3xv!;4Z zBbKM?$Lw>8ZR|Y!=P@N_JEW5h>MYa!*mU`MTg{fU=ShxJn54E%*cO%rD4NB8yf6!R z7YMt|I3nhTkedt!@lzvh?(vlesE+~vYN4&G`={I0w)Xe4SC#T}Qyu#bqF&DpxY}?b zV~d1c%1#!bKWGIEqX9rR{rICw;JN@05MFPwiK}@WqbrM%A3qMddf%_@p6hq+VOq+w zc65UD0sNIV(mIA})=dNPIrB|JwawI5%ruDG4#?SczI(QvBDV0kly&n30?T2fkHN{n za~?mkhK?|HSL2$!0uwU1DlR(SX&21zjrFBWx5obTl$5u9>QNu{TG;3M$#dNdZbFJbD_7heQ7g3b;{6`)L1G<4UT3t^sfB;TYlSA3| z@(AKN4OUwuK`oC@ zBz8uN748q+EGnu^dJQjOc53L<{fs2?j8I^8iS1aE=Xw!^<*Bu1C9~0c@>&~`xvb%L z4kX*L9=ZLsQG2B85i@E=Z0X4Ag4k#-v%F?q};`8HnU&ZIL*zJ9l1AAY~32~TDaR@ zWcR)w;T_gjJjkBs-TH?A)$Jlf>jF+QhkJ2Bpj0ie_Z&z{l}fe1!UslBbMpDOLSbqEZVV0JnT4H z?v!7=C7tD*dZ((8f+eS2|B-vUqn;}Vu87pz&Q{q*O z*h{DrbU8$Y2$l8hJ(Wf}Lh`<+t#A9shK%0&-H`lQ+WN9LS#YDj*?I|;xJPL`%L+QY z$vt@S&Oh@EpVZ_voAEhy{pD-SF`&253c^Hz;#;;i`VP%=m; zj(bhXVkOC(QcTa#fhR~gzA>?9m0-u)gv@2#?iV(;SXE>lEP*|P+ zVE`yPI-F$WIa?7%n)7N{9*D^u(9!w0<6mmUqh)+HlZWt9zxzAh>{IQ7* zz!QsH&Qjkv$HOGYXr(q^^)OFNKY%Gz1iqouXx6Wj0Q}v+{E)qsf!@|rQ4FH+ZE25alQnNffgVPW0 zIUJxX)Fb-9clXmM;5ekBApbP(=y`5Qmp&J+@y(ZmwQ0HMIvJ%sgX^jT7lR&zG#ZRY zjN$9Z=y~~Rh8l_iPNy*NgqWPPmE!Mh2X$Tp1@<6jM|9rc3gRvxCLG*z0)L3*9uA87 zQ1nGl2m~dBCiQs@u4capCow;-^`L;hUwkQSS?Ai#q2PsRf9N<_MgHR86>cqWH)70p zEM_w^#!(`J^96>C$rohcZpFiO-kjXr2T}XqF$;hQoOb&pFUmp)4ujXk_ITOJPS z2?`~ov)S+T;pxY7WeSd!on0Xewo$xqoy7@m(Ugi4zrD)Z*8UNYfo zA}yw=ds}8p|4_U7bg~`D^s-LEcbDm%;`rjQi=Seu?yh99wpauvgDhv;ZcU?ah$)pA zpaLT$^f}O`oU(R9lYyw64bRuvMR9M&ns)tbud6Q}S3w;OS7i!!;!qG5h^JeYZYTAp zyw32#hbJ-i1a>R_k{fQn7yG)HAa581M_h%-RR^WgLx(nhGPKUv*qB2h((E)k9As|u zAW&ZV7pLi}%H#n!UW96OCrAr0AF~9%Lg?z}1i{p>j&Qx^!7lz#nbqUmUMGNGNk9?E zxXg$^WKb0QMbeM_8HBMT`;eJ-$RpL`n+l!dHZ~d<$VS?Bz|x~g0|{w@Ii}+kmNG`y ze8#L#smbB5Ksr1L3aHTMn1zoYfO(PJpM;gVvv5w4uOycQTT{(${9)bI%BY3DQZbsEV5iXil%u7kxS6zD3b&jrKkfP8*Y&;L!!4J4{5BG<3DbG! zA-|+LL^?R+5aM>a!S=dy@79yr7rzyak$a@8Xq|2_3aB;;JCERN*m$Hffzn(1izVVb z{-LW*q6v3nPOFU7aDaww&t|5K=Cvq$DU;OGS3Pie^oeZdi7s5JNiP-Km~F_8V9n^H zC4pbv0fbs0fpKmwvo+!7mC|jR%6JnnuS^ozy~@bOEVtT9gx++6Yr&DLAY($Y;UKvI zLbNvlTpS!|+wyX9%6S}%*5tET2PgpX(1azwnEIt^PhU^9NlDm?LG|HhqF->4S%s_r z%D;hV7=yWIWa42(ye@li>G@(8I3`!tXF0K8dKc-HYUJWX$+8|3d+7P2LgnLxhl29S zj~_ZUN1r|^bZxtFTzW$olxAq7XA`RfG{?wz8F6v(zOf0WrAxOz7saf1U0vO%<^=LQ z6n8=1J3iY~%BUl*6V(B7_AgbI%RA@KrW}>2Y_Jp;$0%Mkh=_!1#sALH_ft*A9 z-)#LNN0PKbUAGof)@>js%H+^+xoE!bgm8q40^Q$dn?fPlYt9+xc};VySod7Ji77@4 ziE4~AFk9Q&zN0gXX;0KchrC?TUk7u!s7QVP{ec5@HxRr40d(ad%Zp_`^07ZNEE9Bx2UB_b5;veops=aLtX@mfRrJcpn4qZ?Iix$1cFRf1yHTV~TaSX@&{i;P9WKH$># zRW7A#{+Wx=Ly`&tg^JeM`Vi<8H_0hPcHj$FNtOdHg9D@&sr}m+2a>Yx{#E><;DP$2 zWiow|U9p|ab`2C(k7Ee&IlXkn(5949X+C>r7`-XbFuFA!KrjJgA&G4FIfqvi+wA>q zP5Qf1wYE#Tg--1v3bd(4X^>3Sx_&NXN)L%3vp7qo#|}YpLj-B?UuIWWD`pi!{(Pjr zJr3IsqLko=mh%`ZR+Td_Mwd3f#I)<|W7AMSqZojL03T&p8MKqn1qdh6Xh3%0p7P@W zR(|;AYJuk!&>XsuXn`SOPY^d@b}(Mqw0Ix1c$_Rrum6{U!fhC7#yb>ol0G=hUbe9z z57v+0>y4IIHk`I3B?-R&R{x9cfD31+oJ!lZyMCS%42*CUvY|x(RP1-OyD_;f3pG6{ z@QCO}dbn{;7F zL+6Qz8TO{E;`ufZSy4RJ+OFslk_s~T?{bMg57Z*P_~L(U^K?BA2ku1zS$G#Y(6}y; zt^s_CQ_x-V^7DVj=q@f)c(_oBr5c&h3HuT|0KIXDsiaYfY2LSWH;J(j3x0yMfami9 zuMcv72qcqq7CsFv&d#wk0d-s$#458Rs{E$ z6EXV6j@3d_0qt}<-i9p*&sUqhl&H1zYs`)vQ@TP^i4FAKY1cCKvw!1?kJW#DkD~V% zuLMMT?0C9QWYO|f79_68XvSXkkg@&tVGrre!6>F>(6P1m0%=BOAzD%7g6KP3||Eo0PSiAd!sG{O0UzZgeNR4_Y%iqN3s?8@$YzmLO%-?MffHSQ(<-&eW3VmNxI2w@z zrL1@C+(w9gs|~C!630f;8ApG$g3hD<)OEs<$h65UGc|Q}J1~hlL70%#?0pJ1a)mNz ziZT4av?L1q5U0JoxXx z57-l{n-VFq5oYo5*?)SXV8y)I7uA2_I8u1Glg3y357PLup2xDpMcSnJVSGH-s#vQb zWs`0C(LkUI^`28-W@U6OnNHIc<$mZVahn%Nc2?=8+^dCQ^Yt6g1ehs}MtslqzCkJ? z;ynD*IE7qLgeQXDp!Y}sxMrO(Q9)%maPhL6LO@9H)5?70jP{b}?c1bPcC%#3n-65N z9y-S^FirfD>5!6~oNNop9iNz3T2(#rTm>3>?B*p%{<#!he2|U~TsTRhYxAa~Z z7_6*aitH+c6lUnn7&U|OqoeDVo*H=M`NBG79NzF)6GU-p}&3Oi64{Q%vYy#AkKpEUZ;6&$~2}d zxyv7Rh+p&a?bW^=I+sG{<8-{{fdnrGJPguj_LQO>gHwza0XPIcOoYa2zy!5%X12*G3v&U6#+P?-}CT zw(T&K&yP(}4``s_zf%cMyq*?rJcbWJwKfnj=X)_VhxS$AW%m*sm|t;<9S%{++R}-# zlQ9`eYskA$hTEt01p7|3O->%PWC#j?*vrn-zy=cwBF4G;&%3Vt+Wk#z0`zZnN@Du5QZ|xR#c9E0s*58lVE_3?$`5>kT+YrFskrZ_Y7~qKNCiMB@sZ zH9gaw`7qlKj|ny;$?ySHgRV_uxKm|U2w9u3^i2fUtY(h_h zODcG@hFzItWEXiUxB(Jc6R5mpdAHVSg3m-`?6G>!zALm^{3f+?*=-<8{vMi{O=`vD>gJ2sE@{q{QA0j$vr6mKbZCn=NkQK1^ z&2li2lSJz;?1P^%f#q=TM}a*R2ST2F_u<2b%Sr#UkS~c_NJt%bWQF^zIiC>?jt7k) zbbJC^8QWqPLC|q45ZndDmP=VW4^dpv<6m!lsoi$GUo)*W&e(>XLjxUw7*I>{m#;Nd znJ#*G@5*XLN*0J(aHq%9KlM81_1?AtbYTK-1x zay(Kr1tO5?P07VvXa3mh+Zyw2WK-_@M4#T2pY!O9b<;S6b}Kk-0$Qfm(^{3~Y}0C9 zQYr50-sF)eKUXjIQ^HEB`R2wkpEKv;;jYr_pBPOcG8Z4={a3RmPaIcd{0{HZPx>KG z6&`7%4Vs&;a;+=z?E0eQaf~FPR8J5a*>WuQKAjSl_u!w)YyBz=y5GvOrb8E{+Y>H1f^Opc%awj9`CpK{-pwQ zXOqe}VxTKJp5->r9Y1sZ1B_=XWdGEoo!51Pcev}g`6@@sLF9EE1X`BVV%wP&WA zw@p2|zvqTvAfw0Fg>Q%-8}`GZf0Og$ZEE`eEjr$k7mVOrJd7KWyM{;+!_o_#dX|{4 zf?zRs=|+J!t;rxdxki9q{TfjmAL(R z+eDvDM7>**;D$h6x6_`77fwHyKDi8PS8MCO+jICm-Koo#H8hlDophGzr&`e#uXp&# z<&`WlCu1&^N>BZ~WX9X`u##Su@+etLGE(+PqRVE+FFn?Mzle{X(s!=2s=U#5ns!o) zmaBX66~@M*DqdPEa@VO$GS}Omx82MxK3(@tQlRf`zKE0ZtuF^X4`nyZY|ubQNPQP#~9IlW~l+=0*?-s{;VFcw|2h;sGU=+X%=o#&IXy%AzPrw)F=!me2#q5q#N!s@=axEc zm#5Zo&Rd{w{<6VU>q}aw;yMXLn(hI1*;*=ubA$~I@}2rm){-tHTil{E zKjy_QxmVTDF`7i0tmXh?^ZF!dZ9Eq5@p|SF^<~v`M(^7_yRByArsVPY1;qv1*QOa* z-wudxOeswTj2~ja5Jv;Fe$QLZEOF{-b34E0Pw|pv0{0{P>Rk+Zq?W5;LRWM(^)Fk(L$ z_O$m6eV6@XCbyA~)5p-gaO<7Bkx$?3$TT{u_Mb(+&zKlaWu2Rx(!wgS|D|EJUP^vq7BeU%zpl=PA;9!`wl0P; z%6P#ot?@2SCh4e=rg@(<>NAo$skglg9Z$#1PEY@Jm2nkn=v=HdAlli6QW>3;>r2n` z^;Ia7$e_VI{Yy-nqE%Od>%?o{B`j`UDV5o{jrv|lg_{v$(ho#7oSgo4vR94U+WDj$ zu0S&Q%(Q8$GbCT4=NXcRkS)`@K;vJ4#pu>5UO45C9;+{V#aYIJgG>=K=ZEI2$XkMk zKjnp!ec;~ro_~P%Y~d+~?1{2~tA=ATa&dI zt(Rk3`nsv~ne8fFVv|orKyQ6uce9^jebO!-yQ88&OZW-xb-K4!xRTt2feO4;Y4zY^v@@Zh zzx~ZC6E0*O%|@&6mxWxi0Z*bUk=;%<;Q0i64!-WZnEfu#{6vGcxL*(=Uzl)l;Wi_XV))ySg-MyZL)`PIlBig)MWX;5yolXHOKmx_^5llcOJ|{m>eG8vC*4_j2l>@eGcROBNojI@2p=}}ZqL5nABlkLns_&89kU|~pt9RPx zzsOYo-TUt%EPj&m?{!ki<>kw80DxH*8rpYO`EgH%zGJC7f1gc$JQYe!bAgyDAku zjwLu`PwtJGlfmQio?}FP>6hskW0lPG@=N#t&vA}yjH=n6oBvQ!9^xm`H>c`OZ&9ng zWZ8wR=*{iYu^{J&k^K&?@zTLebzPP1s(<&pTW-dnc?8#Oy7N^S*h=m_x6+g++F}lf z4gX(z?-^9pwzQ3|ZP+R(CNLnuK#qziAW@W@vt*U1NDxH?B&Y;MB`lI4QF6{XDTu%V zL5Y$>K%a ze4XHZuWqS}LrJ>RM0@AZkZvR+I1U_wcE(_pYy^+GM=N$VRP+Euy zjeDnUyGTjY@BJX(%_GeiJu`n$?CP+Os4%<%(M@>OJV%95{S?tR&f``}AFEtoDe{9*AdbdJGR|D5nQ zgRRAf5S}rJ=^vX<7+UinV=|u?*)6~?RIC)|=knno#P9l`X{Q*A%c>vpl3N3vj2>x(hZ?K5e zMfnzZ8ZDiaKOQt156f>^fBLLx_H>@xNQg^@d3{=a!-TeuTkez}!jMFU4{YkT9@rVN3RF=!pPsU;-SHqsk|>=stbJ=-%G?b=Zy`WQ6qn_DOuI%Ap3DN_g{-IQqinC&g%2dfOs4x zoUVVi0}Nhuz*aj&^Ur~N=Bx*{=t@?%iC4-H1Ci4c;)l8-aOl0zhe zEjjT*Ox5)jqOl5c{!8z^w6XmfKSkbJTK@XnRLC9(xiJwSoQpZ+Of|dNDK`5JJg0bM zy}t9Bu@ij_b8KG^Ve^+kaNHdO5YB_zqP}do!q~;?;Vm3ic zk4(43Y;bE2*6Qe)VE`>+Gf%BR!8sZ#xyly#F!%=)@uiAp39L{n`EuLg9gn3`%LFuB z#2r2-UNiX!$+~tHKEQfMpjJHwRT&LcRn>iE!2N^=d+=F9sov!KJBkX_Kr zA-X(JAxM64YFhDAYS_?T?+hL`wAlWK0md~OyN1*o%#J+)wyRet6HzS(x5n>Y``mQ1 z%_vAW4%*&Kp(gBjZeJ1)Tz+3lj_a9-=~zg#6kYVAjc_GCouw(L0htbI$1!0b_+8oA_{h zX&@2;&ZU@H%!gzYw#HrTcq%gHiu&1EaFyrDt*^>d3IBQfepT?a2Y-VWX-quxoUf+z zm~H;7@am2ETy!U@>K%<7P&ToGoXWOoKU64Otlx-M_T7MaL3D{wTyOj3Eg=sjut`h( za+usE)ug7Ot9FkDy0iges~Md62_#C6!~(dKh?@~|(ku3ullEGw*}E_IznCskAGiNBkAU`>6kq8 zFA9_kjn2||z<|_6U&5ofcs3qBmX^Rjtyb}#f}}XB)bK=G$hP5T`wa^}{6NeCtnLn# z6^d)h&}Mms#kU4xR1d5hQ=~TX>+j?0Fjv~UIvTa|$j3K_0BbrSGExL^OO+cp-lA#H zh{3O!HI$&;O#=mOApQUih<|(yZ^Ff(p1%lLFk=tep^>(8)d&>+ zq9Hhhnb;JRlu0nGS`2A4pz$1AgjS!K)%Z`=4;}!g%-e25SelHFk8zQ-?Z41<+oI3I zyK<4HXHhS5_NVG|O8juKE=G|5)relYwYqR(D35;Npfk0Rj#KRGbDjkFEaX|cFPkg& z`vy1B(&jv@mbvzsMUL#{#BM0C)l4rPFTN@w_5Q0B6~K|r610vntZ4<#f4rouv`CHHIm!?tyC+=n8hPm5JoSf5d(`y?WgD}M8 zYx{S=z%GnBcNd;Hb7sJ`0ey$6Y5qgi$euR@yZZsw`Zt)fBY&=1Om;!i5S*LW=an)PDRBQ|`qe188hQ1Erw* z$Asdj{3mcHY*L77dMOzYWM}~P*1XFLs1Y3k7#V{Rl<~nA^=B8&>7h-P!P+Gw(e3+j z^^0*V*?8J~N9`=_m7Bzh!XJ~8t}>;SPrk}g8W5DZv0ALLq1{aKO0@EV!0NATRK5np z1+_O;r1Q5?A4gDzR1*v?@$Ll8+ddi8x$}hUKJp4w9v6kKUf3zlk? z(^6NU3no<)EQDSPT0S0SmO_^o0AAs+pKLzvJ{~Ho1K)~sK9}Hh4wN_8f%$ITYHme5 zlH>iGqMuvqJ1Bwl5AjIm_1f<46efHJnJu}{_x;9LbEk{4c+`Lb@Sc;PJ>>dv-G{yn zus@>PY(a?v;3TF)d&%Ef_LgYY*4A2I2^;Us1!3X;OZY)%`T$yx3|DT;#6Nc4%tf14 zP~mD5@bOJUbpEDIi(%)*OkkrB%N|rCNQKJa@49*d8zuD90cGLLXl@47VsP;;byGN_ zFMT~>AHi#WK4qy2gcQUVgf`osNT?j}1E_c)%r;K$U|%n4JODsZ4JgnyZJH*D(31$| z{vgz?2)GXmAK$Wn3D(mlwm)8FKtnhF>!w~*cTl)e!yIdhcHWBZX59SCbL3AJmpzN} z)3Nv*HBh?{>hqn`|3l&m;#w&8c0y;Yi^`|-%RhbTfoqGPw_CTOz&PR)5)z^pL4fz} z=hr9g7g{xPq3IG}VHP1FJ?M+eM7{TQaJau6b%Op7Zkuscz!v1dD zDo&Yk66TkGk)n+rSwU)O#A5y{^0twCf`ua@yt2?^IXN&td`8$QgqJRe9XxRcFpo`FTuz#od4ax!%Ae-I)TH~ST^x0$C= zQ9UGjY`e zdr376s~!9^9>+rHA#Y8!ahR|=8H7c0*$f2d-&>KKzb#QmE77Wp2XwSnv?)4bw{*1r zxtMe1$)L!$8xQV7)hdXF_z(O~ean}5^(A^-_XjC7P@T^fd zli1={R%ysv;0lYlNr?{555nY4068=|%6{7^UUT@k zBOqKrIb3O{>YvIbVjV>B7~lq*hDG&Fg6edHyOD>-N^o4*=+A)P-={DEbESDs0AG>#1u6; zh}BzhOn)^L?5dilO+(J7z^)EFF>OiowbCohW*wrtt+ULr5_}|E4U}ev%jRF(P_@Ja z-#!{o*t-ui2BV`}*SUIifs(~yO%}Q^@yU9Xm85QZsBwpE;b&xMyPnV3TnCm`xUgqM zIA}qc>lSq}Whlo|!AWaZk1i;-x@5f~zC!dL7}vMQVx#1K;TqeX-W3W3S?J3&Da&^3f6~{R^D(w7;wP^KffA1 z0;{lvd7u+tWSNLp;p8(Ti-7H8;og1JxK1s7fN1Q_L}O2GtlKvB{uuHnGoZ7>DD_u4 zUG3qc$>_FPdB2Px3#BDm=m!RjPhRNFva)g5n(BTr(Cn^hz8YbP)jvLLsly38)(7aI zVxlD}TUWm0Cm~fHh@Uogkr9)L#NfiUfC}1tR`c%j!OIBnI8<0IuVLk943tvfX>NHe zqZc5e@z$x5e6xR$q^$o382d!;ws@}Xiv*g-g-D>vuan#pj;Hv-p>PYQBH$KPZ?970jovVKqr<6P2 zJ_VYX=il=2w1!f{iQ@5hmp!r*|Y6tM>ZO-mfZ zmVXpc6%i%m2_;}CJ6+2}cD=p2dKVE%@ZRRRW z!58wC#K@urDB7M``ow45YWZ+`#S!3PH_QhdE38`XLc-wlE;=XX%lu^i)lFFbX?cOJa9BbZ`=ncg3eCqM|%YqLYt6+3@=%9%-*i;YA9IbuH+v4*6(4R6a8cp5a8198UG-RhtQ< zy^E^oNqs+mKTB5xqEJf|4RydA;Q<#Z=_D4l_$wKoj;!~HV|HHGGCKwgQqPkD;_l5D zL5pS2*7NOi4Q&@i%?QT*Ong6*Z#=lj3jSr38S^jyS~(N{e}eu`Hrza^h4kF(Fp@sY z!L4gaod5>|%`FH;%bIiKs;Ef01Po~D2m!6|!|Ryh9y*#`))CZ^wVU9$E@pNNq$~<0 znSv}b@EBaw%=hKSx0y)UenUS44NRPEjp|%5%p24~YTvRwm-2w<8s%Y~I z)NWCfa+n6SQR7$`w{HlVON03D6rtAKyH+a$yY-{2^=>3y6TAXCYX2^J=#Ikl(u9<1 z+Dxyo+zBKmuzmau6N`qp(^4dS`ECf3t^c58{YfKp#8^EpE3jTgx{rgfX&APhR487t z?sJq2CN%-1gEF4k;)f33?QRq^Mp_fAtGEnMH~4SsT?XroXKH-mG;7g!7jx*5hQq1O z3eXdq??nx;L6Cq(!=GKKB#I+GnoIP*Ypwh}7qfApV-~C8;Zdc)i44UW=#i`AwOfvG ziUEO#ScGy|RWn;O>F_11=K}zMBL?O;UXFNv`3sKjECW$SBzNvhW#+CO>{F4RZXi6l zSB7|ySiHDV`s_;tv*Y-U+G#-hl`dE-gaX>%iO_!B5n|x-VV_lNA}1&cBe{px{`pGM zGEt<2iA9Vdt^XML+Rk2feP;6}rdo}8!IZ;?6ANBuQ>cQPIGk1=Xo)s}lfO|@$W9Jz zA4sb7T$$%3o@}mw+@Y(n^ONt_6xx7~M2uaWzZ5%y5}UwjJ5o9+a2wr&klEfcK$)$} zIUB-1;0@8^7vFM}*V$ZIluZ2C})y6}9jS&kaWm zj~~$CfDNNw(=plw$s3MpE7JQQb-!qkyxAn-2#vkYnd5mZd4c6lsmk`Y>d@RpQPYsc zdE*?#K*sx#_4Tjeuu4QybRcDb4l7*smVGLo)v+0`6MPhc(70_&*Vl<9TKZjx z^f3rqBz6dNK@m{$Sozi8?on?)z9cCf;zALJOF6M61*iC4w4qc4^DbXa`Hm!Mfp@`J z<M6pPLkphq>hFA@N&zlnC@?{`ECW)*|b%tbHD-W z=-@A8^BRV~(s@|Zx&}xIW433cqI^!Z+Fk3H0eg$lO z(~nBtEENb?!zVjspy_(3tDJ}wC-{J|&c3E*19hELO~ZCQ&w>qg5ZHt)me>OXSK{lr z?>Tny`o4plDm7w3$F%G8%hj1n`B~?_E&t=sDWp#GXxtfeuU(ou2nzaMX`Usye%P}K zZ!NbKq2O-2pF_PW!XN)J^c-oAsp4xuA7{z2X11+Waz5?^OQZR-4I^c!8Vo z8m&QPQsrLb|B00o`aiRBCi79shBFF;>4(2O%~XvBNW>nEojJ$Wtu;5@6+NG5Fm$q4 z0`v?vsx;wqE@$KV;=#KQ_pBveA}#$vDYir@3mA!uwWnxh#A~40Xz1K`3wPeIL(Ct< zVFSjP%CC1}Fb4-swgcfD4VVPolBUZ)`91R*>UR%h)3k2kLpTG6ZqZK=(o{o*br3K` zEI454D61c9^g!$~#ln*ynFgp6L{_mGW}A$Bp>0}#Aq|~u1H-`oV;D@$=zxB}kPPZv zZEW*Rn=17#=zxX^){!M#vQvF`Gz+a`r%LAJ5iJFc>;(=#a4$h?@Y}Q9q})K5f!gR* ze2&ACMXu>LQJ@+k+yhVsdMOx1rUX6UNDdc?GC?uMpN^h^;Vy_wQVKmOh?5VqS1x=9 z>RwWvMF9#JM~`U}DYmp_xj~!Y;15!cAdvqT^R;~#aE^?!OyNYer|kXD$aXD~Il{KWIsE5GKkmZv-S zkW)c#4Qk$nB6KqhV6uVAp$tnAe;)aBT++VOQ|gb4-~HKr32M6ZCO|Pe)~GU-+^C)1Kc`iLq`xuA zDp3FPhpy16?D=BgB}zcAtui!(dubc{#QZCFYKH`ax7ALy%%B9gja68JIwoQiLQy}x ze4{9)7xlK`R8O245R^=@X?) zu4`X|N0}bY8$vMyr+SE-(rIbHL#(kCiD+$F_kmi|X(@O;wMu5tcDqGQkvDY)$^m`i zcSKD=9n5fCY!+*&9ZOR*45ERcDD~22nINi`AU%CZwXn120~s1U0n{4p>NIha8j#cR z`g$H6(k}SxQDBF8zn&Q}_c^*XsQ4rhcVZy;hQBiWcE?v~B2I6jb%>S*jBVE$@J5sZgeP&q95X!>G zDH#1LK2WO~>S9>q;=p0dlhS`NvUSP24d@si(PqYgb0|g!%!ozb{UZk0u6`p zA+$|HuGwxeady->O|idYn5%rHn{pKN6@kp-|1B?!s=bE=Ec~+%`W*Yyr9Rc0%kL|n zkH^U1yzBoCmsL{W>~2@W^V+5P=?qcM-?J5yp>QnapYCHu$`M zvLjo<{gxztq1<_~I$PVjd&$-T<<+>&*GkcWp-bL)gFn|3EuL4BIz`myx77&0_ugTd z>Z^If6e~^p7ksFmKF)bjHIZR-=b+K`>dwG@ki^qWef?c5a{4r;;m{iSaX{Z4k^FZ4 zy&qGo0-_qr+4nymsR28pT0r4{JdsZib`5!{7ZMqZfgO92*;pu!*)5usK3QgOG9J z0Fa;Xs`pSIGOj=30u>n=Z2!Cd`S@+Lia+CR)|&wMHTJ zmHL^cXYtDfX0rRCxXd;5LmDTS=J3s7RUqS#9z<=Mf+mF^iS;?=GR4Bq)-$@;d zv}GD=*yd?A>EMGIasyt|{+FFV(Blc{6dz$h<36aDOR3=?`MSTETdw$;KLzr%sN0}+ z!0IOu5)hbx^yfj@KoGDf3;?7MeD>r0D~={$4aLiF6kZ3v)dZ+(a!w96JtLzTNGMk| ztOAt?qjvAI1yVw9yJlPuftU_Yypq6mt8NAiR4w{&H5&rKkoIgpr#fwrVabM9=;}}1KAXY<2D}W3!AW?GL?5asd=0KDpNQwU|MW!rAL2EcAUIJ&?}TJv@BuUy;jvG%3+?G zkXAaBbU#FH48Dnl6Ospz4~-WYk3wZB6zR`5wSnpyMEXelkDA^|9J?n1uf%KZZ>4`T z-`cQt%UM&%%zfr9tSBAPK+sw7fvF-`%9iki*vs^x(&%sKWcr|lIyn>8<8 ztQqB%x`*}*-)$NC{j4#*J1C+xYIRDnK_=Pom_1gJP~7*YSzz`xjI;W$Be6hOWGkZu zHMB+{ePD328rPiQOH$1q0b$52ny_^L-mn0W>3e(^wwFjPsi84qkwDQn%NXPwS=T~N zp`sLyu!ES<;v`{WwHq*2)s6|ILYJHko*7K(lZgTh2lND5ANd;ubH-*2BsBK!~5R5RjDh`;J&| zkBsS&IyQ(0? zs@Y4XG{hdJYBVG5rf-}5@Dpc0DGWq0d8{8RC*^NBZ9!afYUuKT&K9J=0rjmPx1m=L zPweIWhcp1Z7MP46wnP;Jt^TY-KQ@nPv%(xN<(1ypdisMbKEb!JI_D}H?-6^Dc{=sd z|2AC<7n!nUn;)dCTa(T~)!FmitdGu{2HukXIcD20ccIDnDj#PW9t30&Rl`LtD?%%& z`%*I2qO=#xyyrTHW1l)0Lme( zuOK_`g8U5A*Xt_o!s>0Y=ay10{SWiEaEiTKC_^MUuqh~d9z-4);nb+9+GNjD|6O|} zcD__5806$&mKS#P(X&pk=R+fQoXxKUE#3P^M{CBs@)3&3?SAZTgW_-n3i(UNuL1h?B>TGZvfG9zc1yXZEDasg#5-G3+FnnMpf6`{>`L0m$ z!Zp941g)NscYGZL`?bTd^W!Nc3)8i0>u13iir6XrJDf|*7Nf?1VkTA{8OD^*;6w5k zfZP9l*j&x%ql#xyd_K|;{^D#E!4>E2XL5tnF5k%j#X6v{`g`HH^gBG$@)JN&xTLXS zt!_I4cOnJ0Ov*(LG96S1ho0cX-xC(Tp-_#0=}vay^J<+#*P&LEh58FV=+8MVrGiw9 zbnkl!latUG@~?&$&fj*cmXr|;WJ#G+1DH9A)(g0PP-WzTx%FiPv?qL^0}LQc893>!u`}| z0(q)BT3V?xx$h;J3vM3X9g~$%@KJ?zSAyCrwVcSjX9~`(O+T*bekFO&#E}sB!son{ zF~e$op|dj`U$BqMnSJ#>CHn2dYK==mOSMb$%AEKoBMv*mc07fX4StkeM>EO@h2~z? z(;Hz;WdXlsTpsICIIm}Wrj_0pZWLfvQ3)$yfOCGl)nfg6RF@?_ktv<^ag+bWNe;U` z`{gYRU|pL}6OUOD&l$24Dc!3i0qYYdt%sMa$KwQ&YR-|W3QSq6m961lUy%9*1 znUh_rT$AF#k_Bn~kCMAmv;BpJ_-oA}*?Y*cixRsr$*X~NvGo_-ldCJLDGKg}vPJZ1 zzMAfg%5s=i{5g`D)RA-HrS1-#OBz$&0}s(=3x8e8B-R3*@kev}jh-yE3|)rjyF$H# zs74TTzV01IpO~cA?A+{tu2e?0Tz@F?-lC}w)ZSc2_KfBn#v zXLtBPZWQ`R{YWt!G+`853r6-=+Aj+dJ%`fSV{B?G&S4#fsVl9QST=@-NjNuXJB(s$ z?;L{1u%Br<;uhDF@TY-Vo}G7!!H8_tiFl!t+ZQ?${!9o~K99Kat>yR6&}dZ6fn4t5 zkpSU2S6Mlm*^piE%}_l~He7k*>73b`xZCN1o~CfY`Iowop*DDlz*zu49;c^WJ`zgP z6+6nq&uBPt##<1gJq5B9s|GnVhU++MPxyV}fB_^XH#Pi|4L^VJbj+(tT;?p*DkJ5T zzpVi;kag+au>69wlNyUy*Tc(F|H(Kx6^JA-iEm&7A z5zo(%ycoR{7BVdnL|AH$V9aF2;l8RJ!uTq<{zE2q&BMh%k1X6Mk<}bszhPY*mfLx- zPs5auu4+B1T9s!ha~mcI_bVFQO;WoudbzbM|68Kb`frKZ%_k{rb<(#@;Leh_O^b1W z#F+K*z(Y~iVOzZQ>N(!n?GffVsRJaxy&BhQ4d~qU-!_?;`3zyiH7l-<4!uq-r z-_0hR^=4E3R#2x}I6{B2OCCMo>3|bm>K&HT>aCrv^6cwF%>j;ss+#+%wcsLD`?t*f z=O?y0<&m*Ue~o_^zN5HIxx*1HyiHQa{G%hNohR|biD;{Vok?2jJn_OKhU?gDry-bV2442UxN_P4u6+T zgtIt>o9_VZ!k8CAGkeqo^6Lxb`Hf-hMPopKukWWcSR)OINNllOIBHbBO7P`3s84l! z_&=(@|Aus?fJHq`@mub3)}kK@T$fsF&A>TOk$)Bk7%PiW1kF@h|#h?OcQim zVYVIFX}!Et>K6$Z71@?C6!F$&`P;3WAEppW`@s3RZgx5Bl0&-&OYtD}E7eL0qioC$7K(mv#;N|WD#Gw?l3zO=(o}BUw9}1US`*J2#M8m6?$(@xe<@J-239=BWoya5 zGfv-s?(bk3mBrY1#0aAPT&QdZlTnC8k0L*D)8l^@_P zOvevo$%xwQu2Wu&xkKPxp2yC?4BEZiuxJn+k=@b^{uS%a_~#NgIxY-*k^4)63ZW=SoJ%;QPVgXZ^Dp zHeU|S@S0_M^RPbbx*kwprk2T>N1rJJ1`j5CJ!*`Hsm!2Qg;d8jI?LT#7M(db^J_%M zfTKE;CZhQ9!cqVH{`;{JE2Ru(t?B7%$g^{V!oQ|N4(4m^_irym^A(iW=2GR^ty+1P z#r6ELebd>%_4%zK&(p<|=Wn{uL1k1lXT^HC zVKp;letzd{E@B76+yGanQ9_Q&(5ljkt6Pjn+Z~ zpWG^Mp&Aqth#`~Ihf|)s_`N87eqTc8!QKaV%Vg4&`%TIvi6<(rPkFkrXr+(H`5kQs;_A$=WChH6RH;6&AqD8-*2%CXzWF;{dsM_Nzo zCRpUx`xl#RdASti<}ZcZu0yxV~k-*o@$LOD=h|G-(Jww5=|~~jZ=a3&#RePGODIC`g5Sb z+W)NrWBlYh zM<3)__N9$A$AgBN-b$nM#^A2gsDBm)zL_?J@)dys3I7IIJp4%BQV-E6BXvruztyKP zpIEJ$IewD)m>*r0(1u7<7X!v~YPi>OaloIfMe2upP7) zOh3Yu4Fvs61eLGF3WSdYdxOT63?9^M%NL=YVx!=$nHkbOx*R-W1;uq%P#=eJ48A=d zqq$)jpj@C@u;c3PYFWkJXVn4s$2H~JlJxbHf6Qnw>F_E%(yVn7hF6Hh)#~3~fU#5ss;Cb2S7M*tp#|B4#i`n0SHqOVQx`gOwk~{7ylG564eF?A0+Vf=-2nCrlzLF z62LjA3E%T7%8Mn`I5#U3VKx6oE{r~dL;*zUndTO06S^IaC9L#qDi39f zR+X8HoOQibtbaHuO?zYHH{=3!s)~+LEAD z1j7lDVw_q3ho=qUz|tuN8drl2=+5Zs>sd;aLzj&C?bk|%Gn)ysvByJ0mRzS3x*!m} zd+Wz}NM55}3-{3N^{5QtzJrHNANMU>&jpPbDGhLyyzyWDy8&*?`#OrH+drL5^k^B1}l0 zZh#x-!mWWN3)S@wLKK(`-9fJpd~T@XH8C+a5O>#lB7dzW3dG9P z)(@OGA6c~mb$yuiB|ORmsVDqgdDHA(Yg1usl&-@u*F>r;z#!%6xb{@q;vLh3>vYY6 zAFJVlP>GuN#m_&Hw?Z{>5Nf^)e!QU*xM>0J-X((qEfCp^V8ZB2q=p6qF#V?s|H3hU z+^AE@iqLMm!8@y+RjtrAWvc2a?$-`c!_TH4GX>pyetu`&abTe>T|a#{>9L>gr!1_z zo_&7@u)o~XyM@45F_OmTE6-5pi@TsDoAj}!+@BF z*C*geJF)5Eebn_06j+y~8!QB2c@&XS=WC4Jc z2f<~l9S4LW6hKOxeJU|22_K{Go!Sje0X6gH2fJ5UBn|E9)Q+m50o>gaBsjh;c$|PxRbki?$62^sj{%srC|VCYQ(QPcX0aKC+6SU4!p-_!nj4=FGJUTqR$csX zZ?bHRQms5&2qoHIg#tF04!Y5XPUsZR&O+)@*4^Vkhw^Nf=N{)6=@zE@oYSjCQ}p$h zo_k|M_L`P1WX;07#sInlGy>lfk$Nc7!v>jc+c2w&ee$JoapIeQs)a%7G}h92wQJIm zc*qsev3_CgTNYLt$(Uw^a~dVZo>g>Gne4PlLwPTyH>VOwbok`Mg(T<-wQ)GD^t(Of z5VNx-I{olrWz;BqFjCj-_p%)P{zS&>3k)4{F%L~k0H!?9X1K81iGPm9E^|!U< zITQvlG(Lu@;>b?|73c2vj9V*fbB$>7Q6g{^iRzC|#rAZ>3{FJl(z`yjp@Rn#7uRjy zwWQXwEsN_j^d&^pbXJp#<8b)ck)8u2UkWsn5(DWph03i>8Z|n3yrrRS zxU=WnR*oBT@pHmTz$H%s^@KlOlX7i3cFQC>PHzMxXycQD^c0`8lNHW6us--CX-Cqz zS$YM|6s5TV2bSPR&t=yS*Q$%hSsM$Up3bahEJWV7^xRh$$E{5DLvL`W7CO(~*U<#L z6kl}Au8Zw=ttC(j&GvHxTf4MVL0J7~+di)0Z$;1AlS5A~u{eJHiX|k!FYV>N8L^d0 z{9gEFdi`7cMuKMmYv{$=rOyttW3%%tKCFlQS$)_w&NJ1~`m?^BY~js<{h)L^!a441 z>QP9?Ap4>jmMw+gGCZ`U47Rn_pvXp9XY+spF@To5%Hb^XF}a%6Y{-qJaIhT;Xy)ll zZ6%A&Ny|lh?3<77AiJu0V8BB}G3}<~&nTzVD2wHtS>01)pk4kUiapPu7|M$G_Fsg= z?D8^M1v(+NbM&GU3h6sy9S7g7?&r>tmdk~5A*4#VPToefv&$1Z$^O!m$DO@3d+j_^ zknqozR1rm3N4C1V`sFwm|D%1mDp7ZMYRD+sDcEE>c;wYSJBRspe}>B|@7j84Uxy3k z9Ht)#rf$y6&acMF(y{SV22ykQQSYm}UcsdnV7^)Lx#s#gPlX@@rMT##fcb<%vJyW#d;?KmPbd%ev#7R)q~OTgOZu4^?si zbtgN2jzf8#re>L|%e6>1-1VMZcu#7y_>8P4vd`h1uIFG?tIat@u{lc`f2?4{-e`Tv zj`+-Q=||l$_tq z9^y!jSW%>Pec@_Ex#RGHO|xP;lVzhB0SXa%N*t5j-uDk#*gEcgFZ8=#)=_e=2)C?@ zWats!5p#`nC`zLA@gf6r-lR(WNcruQC(%x!So)}ZbbHC^jSkQDyZ?oLC*6=#PzW`Ost^dbOT|1b_kbqbeR7N7@nyK^J5(z%Cq;rAP!}Wjf7WR z9Sc|YWJ};Gyj+crFo?Z1jnOR)Nst(lO{rh7w@&BI=n_>KafXFG zSy{!k0X^pBi^1dLf?j2Nd4$Q%UD);Q{DF$RuHJicZ+`WNW!WB|Y`kCVQ0PQr+;~e>G7l9iSxa|Nz099^6Y~to9b5Ga%)R);Psnr+n~rh z&9O1-cqqgL^^FUD&NE^mOn8@>3N3uRzQ{{+j?(v~f32!|Ub2P?jarF768O;6zM&az z8XMoo^J3?__6c&!d+xm~|MK^510I}Bvn64qCvjY(oi}%0r9A%EM0|~PA^tmn_8+32 zPN!h82hK`SlS8BD!r={^+1vNMO4Kf_%fSJTHM+Ni=91 z=KSH!yR-_sXcGExxT6wM*RR5uk&Wd>=cJgJ>o7$1YopWRMROqMqVND{{!EaF!OZJ% z&?pXUpD-{U=UKp;k~lKXxAD zB-uZo2qt*O`O#L~>iA~WVIAZy=q?)~B5*`FUR+lB*K4A%w}yp%jG>Wm zFl#_Y2Rh~fQ{|gZ!^6W;c%6mKvi+3YHHCf9zVzL|TMdLHvP~p{IG_q6IU%gr6W1g5 z7S{5n@U{!UE#9;fu(qx9EgH_jHhz&b!x`Ky3Bq_<^qc0>_2Exn%qFyWok@x-l7?T8 zX42X$vr>u-gm-)aE8dH?gcA7Vri;ACc7`e6zn`g|rjv+7fFqn%5}$pHM8lL&GLD4w ze|WNTTlI^KI(6k?IVkAd0+(OZ&qOR@C7Q6gR`6hQc_fn%eBWE=WbmFzM_9xwq+3-= zoXDOGHW@hP{C$~iof_4rFU}Om+Hu1fSlQxX)vV}x6rb>p{8mzOXK%^{F5iqF@N4D$ z!fI2=LX<~QNfA$&4@59H`I*{|aJ~ zV~;4mQ*-8qEjO}?@$~hlMVnvhZ&U6f3z?m@Mu}^B*-8?~)TR#C1x-BNLu1tje{r|R zx{h70f)pOY9&R@PN@Zs0rRo%$tH<4rcaNqNADl?;E~fG4XIzRbBL(;H@e#62ZX)=J zt5GXkgH-t+dbBqkzJ`-@duEW-?aw5O?#PoXP+D9a& znhPyQ-Qv1l;lG#vNZ>vmd3QyD-bG`B3mvg%I%1>NJB^KuFaJ%mqoaX)FY6gx=IG1` z^+1Kdy4FR#`;sdV&Z0adT+o4q#@h@C`e<;`g=(s3i=Lt}NbB37i8~(JQ&~^!AJ3>H zYX$}A=yP7Yq91Q6`bu6$(+_waWT`C*+e$4|`snsJFqteqDV&@2TXP57^bp#%P26Iw zw2U8rd~r8lk9KMGiE}ENnmqf?;!oHol*_;UdqCD5f(k#g?p@TOiHB?!82rwxUDb4Wa+}s8P?0I7Z+*&^#7z`L9-5UTsAJK1)hsroQiJMa zpl}@z9s4k=OltPA04f*d-2Au$DzZ#4Z}2%8=U3?99}_&$LE-lJy{tBT@5@lF$1O;64u8ng6wV~J);6j&2QiOir&YOt?)$Ii8pA2}vMe?9v847XNln2S+uwf$t4b45V~9m> z6$)l$Js2W1+*zP8cr9zAM(Rg<#H;#+cnFn;lC6&TCq9Nqxw}b5$EWeSCCLj85C?JI zr@US<g)3^lDos_K=Zt0}9z& z%U48KHyKD#AISQaog&96A~7-Tpg_xdt08zL!xyHX_KCk;iRLn_hL9pf{gG+@udh?c zV3#T5Md)OmGLA5a{<0Hr4+yT}eo>mRe(x1TkPr*BP&Ac{UtZ_1^FHN|h3!|E|9Q#` zS~klfNYQJ0N+pt)PILuA=z5TsTadCcc>lNa`_3K-ypzDQ_M_yDtXSa>is7b)^%Hvr z9x=Moj57-F$~IcwDYpaAkPMDP%Cue?O(m1#ms+dJzQ^ImcnH@kY<7D~^jL(&&VOWN z$iDz5vHUis1~rkJfpu!f_x`&t1E}TpUghQ^i{2=5qP%{aNi_3D*Sj~>MnQp+vGko0 z!AI1^jR%K3ZVnzk0q4m0^TQ2>FYak-3PEVn(Pfn)6FC<9^c?=RPD?OU&;0RCu~0MRiS|hJT6HY zem(lu&}L~}Xt)fAQ{`Ucy5WPD`N=BxNyWtHC%3O3=Io8dC-T(v>Z)pFuo>w)Cv(XQ zPDC!iyZoy5&w1z~|0#el0o;Vo@L~<2!Izca1j5oJ7Ly&W)cbfyMR@(rygv*b7jRhQ zmv)3ub`-y&jAzIJ^ppSU9@aC524?pdwziuIuZU1MI~G-K?9kYh*6b55pLB$6c(Z&v z4h6U(IKcOet+;!)pgqL+ndZT>rUoC*P|Cku$*4Ab;R=2~>0iH3-L>SLZN$7@9G^2W zfiAT9?}eyT!4{lluPd^ct_!JXH$R-M42MVGb@rF(x;@I^7J1BHvjDa1Lu0zxCfX}s zx4UlO_a3{T5M;X~P*^;gi@nqLB{M%?xqp3r)YEkT^%kcbO$N%2iEKa{$6vI==S5im zc{jL+fbBvCJUqJ`tG7zC=dfLl;xOw*PP>h*Q@WQ0464Ab_Det7az8j+%(ME#=jhw@ zobF9oGtY(k?#Vv`OU|*~)&d{L3+#3z4?SOKm+)~|*{XtlmV91H-T?lCF1Z9zCK!IN z$Z7UR5_V$@0j8FhO|U{i16|D(qHY|18^MO(??V^+vusmq0e28tH&_FJ{69ZF*8iMw z=;`U4%Lt(l2TJ!;V2CFrA~Y(?0*EG;*EP9Qxe{LE69Qf<9 zi+_eu-7)iyEcy=ffB%K9D9qx0BGmVn-Q}Z{&n(V?EC7!i}hU?Oz|N}lw!@k^W6}Wh6p>CA#nHh zr@f^BvC2)A!W4^3pd*APaA<*&7aApj@RhYcGg9LiBM7_Lhj4*f3kditplGb^2(vBG zpi~%+WF^%^AEfi%z>7~D5&y7pMrbf50%`&LQ1up=eL**dI0^RlMKn)-UzH2xRf5+l z+3E1_O(s;j{*4Q(K!Fp?Yw6y1Q4-%b-Hzx@2v7#8zW_Qxgrl2l!>}wPzjcGpuYE6w z1Mg7yt@%IR1os^!BV=~4E=cR@?*o)A_soGwgOADYwU@!?+#meRu<$pssOrJ{Q~&-m zA01dBs#(z}AAnI|;%nc%)TlgAU6N{oxxhx6fwQx-A>E_ag)OBHwiu;l>%MEnBLDhu zCOs)h8V@tR-lbk@fpraYXl`mk82{4cZiwl&eohyHbKxC=iAK`+yLaz~z-M9PRj7lR znVHe+J2SoR|M9};jzdL?Iq_DOsLUC+Pxi1M;LSrfRa6+i?d4)i&`re0z%)52JOJ{B zua)4(Z}nbR8&rqG{`*xd`^xY!02$>JYyf3V8t=vXV=v6&1Zdy}!0PuN^}!GycBv~c zBa~hWMk@ux7%y4CV5Q6(^@Ye=6Msak!NdFD%T{})lWeDZ5wrz?@4FNV3W~9B60{g- zk6{le34)m-6EFbDdg_&UG#Z)eCA4CS75LEvUBpL$cvvocd9`m-5C0If$fz=GiTM}$ zuCMlicg9ZJ;UxcJ)ktdrh${wQPgKnS8cnN7gkv1Q7)vb7%-_)Tkbz1MnIuxqC#zk3 z>VQxW)%u|<3l#h&VANX+nkWUI>a&{yV9o}(ps29XHWnX|hJe9=3O58s=H9OIG%V%V zdQR~AyTBA;a?mHB2f!XiJRw*D72bgq)dCl~1QU80mZr8?t{aQ_<%wBY%GI>aC2FkRIn~0V+yMwuyo+jCBhEGy`5a*~kR3RD!+|v)6yV8_tvhe9yms mgq$$^|38xcUv&_NZXT2f6E5j>#NR~kNlHxqdYb6XXa5V$pXQYS literal 0 HcmV?d00001 diff --git a/output/churn_lesson_L1_U01+.png b/output/churn_lesson_L1_U01+.png new file mode 100644 index 0000000000000000000000000000000000000000..c8568b488ff134a0a6c3b97e40f77697aa1d8c83 GIT binary patch literal 68459 zcmdqJcUaWd_C889iHS9d5m8ZN1PfiNbfXb7BA_B59gz+L%21>Y8V`D+*oGz@L_oUq z&<3Kh&}QgJSAiKi!cd1Ycda2u$M5;x-+k`$+`leQ5+w|uviI6+z3;o;z5h6^ePYAf z?Q8k?_%;xJ`}Hgz-`YSvzExx2d=396rY7kb{GsS}{Jfj4i;bJ-1y^f6tqX3KoLt@9!tuy!TcyEw~8$VGE{zwq8DM|FC-T z;m-%Y$=UM#>C>UozuwpSqHWcq)9RAU7*Ht=;!X zu2;%?TBoU*!_EztHZm)R^$zggegV(%&sUwJUd{OG|9r>CSC{{#20YI{U*3w>&iv=^ zd{@o1Eq?s?U0m2^fv-M(H_-q8k6*jWzsqMNTUJ)qZC*{Xe9<+=XROF~apILJwRLf- z+h@GLltrt~vu|X~o?%2LB_)+E&2-GaQeS>hEm0!2+xNpSH(PyKwF;!6lw_MmErnWR zm$K$>lTVGouZ`qXOV~R(jRa2*EG3-^m+qLj-22kKlDbLd!x8FYza%qReaSwHvlBz` z2=l;?w_m(pRQnP~*tB=1!-YQaYIkhU(wJx4rRN)%hs(3G4-ID&n#K4|Rz_WU|A*qc ze{ELsy)oP4ufF>0^{;=vE!JS^)c5*<*TjphtdgE3i8Z@@FWsC8SMhS~CNGR`%&3oe z_xxtEKWBNA%<17Qd$t(bM$5{{^$(?G(Z))~yWh!}lIQysNAnt$O0_9s`AuiN-dv|86@M}`Dfq`1&Q5$Q)gb@-5I$_eNk$>oI~#R=PbdSDtj@bJtyHJpD-R9b+$%sLehCJ`vRmj+HKGNVXJdEL>T-QgJp?IHwMc!2(=&o??AN$62^lQyDCqLW;CVv_%C$y(9AjP z*7e(@gr>< zD4S{+Dd#K?b`-kA_%F|Iycy;3=EBXzdAdJMhddb+d(8i4H79+=g?kJl1jH)cp_3l(_47ZI5Pq?d;`g~Z3wA)4n=4bNF#e3Gz z{`KwrRHF_Hrjr?@qed__?NS*nd}Ddr`o$K5nkvz(C=4Z-L%T!C=f!Ax0d&jkham=L ziuhJHHtYy(HS-~6(oP#1whgf$0@Dk-y}jQ5v0wVq+ltbec1J^pl*B5=H-XZ}h(uz` z`HOc-ry4ZdoJ&SsAzVW5=tL{YRf`vzsLl5U`A(;q*W&Qrx<#{RPcO3Qw)xHan%U=T z=;WE)#mTVpkzjXB1_NDrkJsRzaSGj6_QKG?KPPs1S>0?YhC9kwR9yXWZ2(5$P9w)Q z>oD#$CCL-F5Axqu=eC*CegT&>(H4lx9U4 zDx;}@T2LVG+2w9<>xHGhx!?3gznHJuW~sAfLY13!R1USqzbrbmSE?l@YhkR!C1$1= z!a&-4YCvVG?iftea?mEVxj03!_GFz{4A=Q*TdDW6{6-zy?31Hi>wa0&zqNesIL>t7 zE>$JE3hR{G(o`cXpZz#|u1nLch1>bHl5U1B%#13(%7Or5=uf$nFU^>gH5R(`lulNO zW{er1Ir9JlT#_Jd-|#rfZ>Ej7?4`mUNSGhVrAL(8_=fr~_U^8wFT>c?G{#P(Xa4#A z7NbYpe`(lUIgdYj{Be+Wm8N7_a70AJ;!I&V@lbb`dAXqXKss%#?)2&8;|wA zusr0)o~oQJ=PYR(d;TKRJN}BMJg#EEx~DSvn&H`frT30Jv+TpOb&3OV*K-<9iYA(u zlMP{&<<2uAnGuee;mNE!yVccjK}61C4tdyP#4#V_&ZYi_4I31Po+Q}pIPG{(uGK_F zM`hyIjfdY}HF0m&n}_uguB)vmY#Zz65o+vQbn2nhg@SQ&_)*bNYFfKs`Ql`C?rgVD zp(44})YE#huQKJylh>`~%hNODKri`{B&A5F9Ksl^B|%cnA;sw?UE}D+y1M&RzXjSf znY5Nh#+CZln%z+lyPdAp;hjBN1WN2;-+sf(FSZy*dv;!a)nCxzTn$Svy!W2E8l(~D0$6=*nM=>sN%pNX zpL=E!odC)8`Hc;ch0i$#w&!%l?l?o*TJ(oJ8J41(EU%uHkx^SV+a2jMUZ$YX<))ii zzRXr!R)#Q&d9AHH8m!Rco11oTJ&e0l>q=c@He0CjP4-0=JYkJThH#ik z&T*d)F>fI&REngfOSf|4LQ(%wbjMEyetv#tz7sEsx=Uol3Oilr+gqtE#Dy}Lw&)z% z-g_z()tNUJGa1VRC)BGVU8v!=C5nF=2;zs@RyG0y0~M;qAuS{H;$6k0+MGWoV+vdP3OoDX_`MMI`|KW6tv1F|8BthcOx4$nA z>iAcQ7j{zi-aY&?e9k#?*urA+(qyMGC~H=P;mDfg%JHR`B~@9>BG%Sx2=I~Yr5+mn}B zu}oN9B0I7&GNO||bf#rdBg&UXT?iD;B2zs#87dIT2^Bd0sU0PfIK^ z`meBfk5CuJ2oxxRsmJtEZf@G$J?80?)_Yf3B0oPrB{P%eH``?}GoDea(4*orns1N^ zd1!HYww%7nf9`pD@ldMucx!7b^MpG4j6~^&XF`=2e|iR{a^>vitm0`vntXhD$GN!8 zLM>dLXyno3H(Lq|*bu5a3)ZciV|unmaz@XaHxG5x=7p}W+2l-a(dWxNFJ{A8nx!Yl zk|Xr=4TaU`D|M<~;!rZ7NLNF+L~qtUd?9m29hP__y#Mm1r+k=^+jl-o&B~%f47F75 zAM%}^o)&-ha%Vjx<@MWTpNtqDKYpAI>)qZ*h!B6;&MX&-{lux22X5t*f5O~eV$TZ%pq zNu-6*!u^C9crks>{+o^3%HpjiB(3e+x4SOSGXbm64(=$25>QRu#J%@z^TkKUm=O~T zL({G1^tGbtb@BN))*=iQM8#J#>!4^h}?nt5qW_hJZu;JbF=H(LPKD^rP-^qxYDe&5@=6glo%&XtSF9T{2tF-6g zp^Ik^{MbI-+&%ONF$BN4?}YY3yIsN^qmk@!>OxX{{2nL`1j-iu^YLA=Ffms5RA*kl z+~Lw$%76@YuD~1+1=h@*EJDz}+8O%0_?x>#BGsY%3spjxwl0pe7`qT#V=vp^@b|Io-v3G zyW69!ow#gEsO@NF~bufIUhdW=sSW>vzbD>FMchQ@L^pS9cM+Om6?0T~{oe|9p2t zsM521p^Kr)Y=Nv0nMIyXBP4O|c0vh~CNItvkvWKv0Y%bTWFp zbSNoQ#nPJ6B7i87{u-X`_R0E8vD_Nz+Vb47KYQ=;_d=MN7xa)9q96k(E{x<>AMMAu zQN6Y{0smyxf4#%$J{JqLE+ME{7%x}fyzkU&80(0%%wiFYN_|7?5Pp&*KpDnbyRD{f zXIcPu@{?$)vz;n{>%4%lV{}j?7M%gp{XetU_TW1nZeFY3R{iR z)+?mlmZTouYVLbkAu5U0+|*=Me|+m`a6ZE$y5JeP>@O}9WGIv$^eF(W$HbS^*+29r zTwV;La~X0`n5ut&h`}VXj4(5Ad*{-LmriBVE!Mqo*EWw1qVd1p?bC_~hP%qcuQ`z+ z%`#!tNTww%ERFlC;|sJYHzsLS!;?IOCpm;y+2#A;FDIA|Ym(aB+v~o=#ywR40?*7W zB8rD>7zM>k5%~}aaPwnWKehA)tl+SKF=&kSo81@ZCW-*8k${ab5O~3GvI;nL?RAjr zb}xUpSz9hC5Al!j!z$H=cvxn)mfQ5+QJ}%-MPfBD1kgPRkjU$9$Vqj8^;m%jNd{3( z?@L)B%j+{s#)^qFV}PtA$f_^~W|exos*t7AfMgT}p?m<-jsE!y0Xa_x zI7>YoxtqrUH8n2Iy;7%rc=ue!YqAe9bkQ<4iW^eFXCl)!hc4=>2WU7=Q?>2=0c4he?p$nZdf+ zl|bBG0i@YL1t(@YsVJzy`Wu0|T^pi(;;vvgF6z5sN!F-`ce{(T_lSJA=CsVD}cWJU(GVCj^ zpyI9c4-IvATX78+J}V^4R~VTL8HjCYz;QZ4SuPW}b?cU(SKkB04;8CzOKc!6@g0D) z^#KW}ft+I~&z*b-AOgh+2nr0fsZB|D;CGg>YJQA)RxNEL^@4Lw<-Q_Fm4L!u^)>10 z5Z$$p9eZx_)wYsGMx;xOXOCZD^(@AKv9EcM>>Bws8wDR)hZ-hT)6Y1x@J~jMet5o# z4r0gyAq-Mh*|?v}-EkzF8EUbn16d_VqWtHp%_%|#rtW&M$_p9U$R^B}h759n4kI;~ z@0aus7tJco8R-&2{7r(jm2~=m>^&l+2mlmh3c%@tHl=1*YK!&&9znAAWsfT6XqF3oxdwFC7D2;l;EDtlzMK5V}F#cEer z%+`^_f=Y;?Xv^%w9kCO@goH7QDTC!{FlKasTI;MyW6}HKG^REMNS6#0OMjN1uC6Y1;*Lv=$5PwUHsQwAPdWf1mhLKP zjRf_J(&DeL8FH6?C0T~6n+-k=Y8RBua8h~>3s|nBss!gLcgT<9z7_s*mEUH=?R|}+ zd#DpHcNn@>3NusMJHJ06_<*xe&Z&N})x2|P4v;}8qM7HL)SWi|s~{;eQvwS1Z_;J% zv*}w{?a0sbjh1p{^W@8&KwmK}nAzb{`alSmH|br#R-2O1g6fRI?sm&=MAdkufA78f z8ftf&{Q~{TcWpaE4ECRTcps#_^6D0Zb?n*ko=neG7YC8d&BKbafQQhmFkL|q|K$TUbC?V3R{bb zy_Y^Pgn61LHRzuD@}JLrq-|xEcSZi70_-uQgf~y4 zfTAzjU7PX!UJcos7PjtK^Yx79W{RP>FwO^D*2hsrnfI^@j2lt^U`9$x_{IA<3EUMw z-rQyz8x0u2=k9p$*FW4-8hX+RSM(YyVuDVX+y^0Ab>_s*5QzJ-+T3vHKxf3EHZ5W}F7p$hLRaqb%*~{=PBU*4->0A(-FNc#4qO}}-Jpa|B z+Y%8_S_+J3BANqZ#}$_XgYOy`7d1b+B;rUj!+t+!f}@X1dvcj)_%ho1&`~@GHdW={Z#*isPj$*S-fQY;tSm zt9N>K)_1*%743a>Pe)p{LZ-wa5uS`7tt!;oQVN*AsM`}JrnVK81_;IMB68v0U7!Q$ zKR*r{*>7!2T!aO)K{6Q!*j)`Qypu5(_+8(#?XMwem?GPwU+#vPYG=Ipc7N1;z?RvY zb($Lj%h#|T$?~;AHd|!Ha%w4`zb5&;}(s{Vv6q;l)=V12d;C^NP`)P{+P-dBa&1c;(h z?albuLXDz21FD-l~4IWwbs zPu#81)lqGZcOc3bJ-oMDot&8(#TA+WEp?RjtjB1g3})n(h>As=;!uH~`#VmQ%GNX) z?$eHXvzS|Fbi4#g{Kd?)I~d=j^;#$rA}KfCxiE3hKMK~9GKf)js7&YRGq9p-+}R$o zL7`I$a{XJA=;XqKL>DqpLmL2O5xvT}`hS~PJviTi>5@y-+Cfi^!7IiY!$En5 zDY`r4^-b4BU}S?D4h4PBF@*kkQ>L`ZGG>K$?ug?N*4JenutgR>&N@~z`DNm z7%VIRzzpb0T}Bl>rwEx03+6+aFsaUAsT0TKdS&+6=dbE!s?8P!3M#s0(o}&v7e%y& zZrgIM)yOfU?Zz7A4pfi%=_t`7u7k_^SH-k~(1l#(-{0>o9==k0lCujE0)2WmQ7$b# z=Oku<#rIpwUrPcqG`aNGS6;{q@3{Ex#pRRs?j10B20)e?WRWs-6&X;Mys?1cyH}V%oMkk>E z!>m}n$!TIb%YP}&sT*T4v8#faLai|M@Lp;?6Mm*YLFDWU_z?6)bf*~k2q)% z^T4`e@hvK+*51wt2+HD_E)^LnZ6)@1)Xx?bTzK>PLB34 zVoh&U9+B!Ok~w;3i9H=TS~~7G?&AeXjs$&A`s`CX9fgF5DO}73@h#ilb^p_4w7!V2 zgEb9MrG>Fw=H-p`+Zsm8XR#xpbaDk0Z;b?b5<^I+61sAYKab49boD{0)uN;W-!t_N z1^j+}qtXF|&P&HAef!nt3CPN@uR4!#S_nSs7qQxg^&T{8ZkI(!Jk`!4e;e_g0SG3} zU9%{wLG-?P@AxwI`TF7XTx}pK87k1Cn(qN(+SJ;*pFoCI4HJay-zZT4sdBp1=h?IdP06lB&uM7wy2y+uxDPb}txyHn1}Tf0AMJvI zah>4rOR$^{cYH?zOp9z)2vt(XpEK~-A-C3Y=E>UB<>{>b;kzuC%K?(M(fptWMQ~pI z-m+>E1QIXEdOFOu|`R-5^X?ZNRHRDQ)euRbMcq^g*MT zjJizQm^)PI{RH4tht1p5p)r;Qn)hzXsZAS!E}1*EDq($Pp@hWMr4JWUscQJrq$5r@ zpto*)bEn5|fc>bTgxdi0v)|PLh$I&R9~!GR<7KlnD1jaBw7Z8vZ=sxW$?ya8LGu`c z%46VxDqn%3r^Xuz0=B`5yqTc0I61F2V`~p8nnPB?Ql3HORGTkLBcq}8#a-X%K#Cok zfnT&K?DBA2UILtIOY>Nso9K=7Kat-&R4SttqoN4S@=E~p%T7hgi(|(N>McbG8ZD+& ze^14?S64@f7VL7X`^5|1-8g!7FgaG9qdE#OYNP5@9X|;P=HddW>B$)cjkgtF36f3$ zh@uFge3|TfLos}!#18>LC>H>9XUr~!?SW~&y33;G;i01Uw?x|okweILIORGkYF@l} zQCqP;Scm|!JhG{riOQh;OlS+ZQ>?OI@JA+B^upuI5Zm)m#3V&2+tfVdDkkqDu_MuH z?(b)q2vYqTo2h~NHn2XhAd3638?g(d3~W@mWNIH)Mg~B!`upGC*NWdNc@FEe%eSmQ z)Yzkgnt>8O0M3wmYU~4qNo+_Uv%>~zpQbtcY$mig@P^wkw)(5F9-{tkTQUZVynV5( z1Kkjs&Ci*!{%Xo2Pmf`_IvRf;5$>p&BfK)Vqp735B)bE|T_+~Ue(E*YyTeX)R_Wx) zwE;%~pghD1gdKJSlO}%C%?E#6YdsD~z1d{;hY!ER5ZEbwCG+oMVJ%b5C{#7eH zJL9`iq(jhH+Y8Lv9dFSGw7D8d6sq39NxZOE1+amE+(6%$s5e6@g?=j6Bcf0~Uz=XU zh`R+gZ)t2iZHE;qfTs!UrGqFv{%?^s4i#2o!XwubUK`4U)-F3K{(U8E9!J7MJn{38x=g4cgLWOV0N0 z7fVl&jRBdhpDV&(QWx8aX8VSE5S~>Ndj_t!Uzeo^nOTAr> z(Sv~1%KHQKn;t~xcp96*)fjIrrB#2O2mMSEbwtFzXd1F+l7W^5oyzL|v+1m+HHbIR z86P#!ue=O{5OeYN_%>o|&|rL7i<|Xtvk?E)IHU}b5U^eJ35q@{NIWmbfKv9Gv}&oU zGR|-e*e}q90s1k-E)23xPP4voKafvN>9V!&5bE)dZv=M?%C)&5-SrZ~aNe}7NR%m*EV3E@VAvKyOy@l}CQv&Zud3N=u~ zT2f*Wjl`9F!|g^-9YqZQo}|^61FI-*z8Lyrm}Ifp4}7hDCn&4ArY;(Km8d*HB`PNY z6G?~$ zphS3#Dof5l66R)+S?Cd+#VC|#X2HONImjG|JhkZr5bPz44KAg| zfWcl8G?#0-b{}1%XJEj@-Wx<;Bs3L;u;{bEN%9z~IS_1a+Z`0DeXs&-+kDW~A_0br zPAIilOEI%f4Yx|})d+lT6G;q3sLmB%l_A5~;wMqjb}60Ez+M#;W$Y0`&A5Oq6nRc5 zbgAkQp%uZbNjo$>QJMIAbGX!nqc{;Li{pGLiGR~=2Jwbv7L_2`LKVp$*D8YHf&|o~ z(8zrjK`TF833}lNK=`s&FXW7Kmdc$KXCVSZQ67a(q85O?8yk1Fr?uCIvC%7m#R&== z85bUUyuv{w!mFf1XLlZSl^DQ^QfOG|H8NjlZ=HnH){or88JYv=$J-`laRf;adJPa_ zc#p>Jg;1|s*aEBkGI=+$(yKIgm_sJgV~SN`h&}@7CP9aG&=N5?6zHnx<@r)WR8+JP z`e!(O=In+rS4j6(kRV;M=?9aeD9BL>No&qzL4J(#XtzgAEP@FWtW*S=d@e9;dZX>`(-h186=@#O1|~F9X;3TWI)*Z3oc>2ULyL>R4WZ{^ zTw@AiKC0o##l^)V^UzN3V2HTyaC-X7GH})c!$0zJ(Ks;QyPNY6*pmC3rx&)#JDt}z zvQI=_0n|VbIZ6H(a|7>a=Ubs{Z9-k1c0llk{%of=@xlTae_1pMKFazIhG1%O>k z$4VasovsZ11yOfcTJ%G~Q9{7>uAojS2BRbX5{JaaZ`gPqYZ-7Tc`#gMv4BEY!}vR? zHDa3@Oit3@=Cu)1Soe)d6>0=CS_)mVblWRXq)0Ef*$NSmnDOsv{wN=w+EfAPb&^$z#z4NZSk4B1 z_%m)RH(-DY!UxAH54{r9<(E(bmzpcoY0Qmy=eug`0maPO3>QC9&@K$&P5cu|u8pMex7vJ6;+hpxdqi3nGi1|^4QG0cN&oLWiDwtCHkg~&% zIac6iz$J?YMr#ltVtU*E(|g2rBsa5xS_IDBM6gJpi30l0VF;7e!E0fJ&5QD648&!~ zmbSo4G%3DtT{@(P(N6E-jQQugm+ym*(Kb`f5rhN40|nfU3bq`deY?M=*=I@&8}w#? ziJ?U%|7w?y6Y8MwrnNKCAVMgi>sbxZTvJPnO-f>D6%@ROpfZ-3+MWj#YJ86Cpug&s z_zacEBa(8^?M16C`pRx!YQ&@g?f!!ZIoMF--**{`2GTM>2t0uGhXsrFFjigcdAy@P z5JH;(=(k}QwFtJkZDn*)=eH?QMP=pX8Q2pC8Zix|Zev%$c;_1^05XuUxyu?zJPCMk zGBm_d1x0Gd&$|7>5=$|nPHquFN2=2zB+hDBV9}6W5=Xr31L`pYXRb~_4vMppZ+JnL zfZ{Enu5=jit{+}T??9&pYIW!e$+%mnf5Ghr)CN&}YOv5W?L3jV4&xO1oTT-)Xp$ma zs3E2BPlw|u#G$yz8IP7?05Yob=Z-Ux9RchK5;BCIo6&|{T&I2=X$7L-!sFwca*a0E zzzn|fb#>Q@+iT^!|Ib|dC6(yJfkNa#-u-F2z(9PlwBvc)Q6OO$E{)L#O%rT*)sA!B zEGrM8T8CylaDXyE78;()*ZXYafCzK;3x59RH#g}}psQn}7R&X#bANN-4@m#{62>J4 z1_BvrY1nUzLfZL{%7xuf)PvA^-qwkP2rSHWY-1hgHx$Ai6C~Rx?sAFVwel$N-#F5b zD^>52D6}xGkWYaW83Y2b7=*#j|RDTS}Ee7yrsvUXp0;jk1DgcGlL`)P=5b24aA2fX}#o zi=YUwz$9P`TE%PR6_Bw-2|1ucqBUP}^7UR8NGSa}{%l<={)nfv!JiFzH3%Ag^NWA{ z=PrDF?a8hB0@2Yocasle?UM(G1!5m)5ea3ar#l_;jCOB9AN2#s%$bTs9lKV7Z{-5H z3D4}d8UoRb$TCJR9%yQjLI^WF1;71xi?~Md;A{2p-g^i+VCk;CJO=rfBD4+Ugs>Q% zkEP|A>E~{ZkS7{p0Ympcn*DRon~a+PoO--KzC|;u6-Y&|(V(QYpJywH$-3hfZsFFU zXn741f;Rd&bop}a`HjhRryc;*y%eDnP#8?c^TEB9&t8OlUJD+)`;Z4}FW*5QBLu4P z%fM|xzz0Ef=a{L~Vwk#&HcN*Egvh*n#G*9B`y2fvQ-7Tn5odB`9Z+E;+&%>m-_BM?;Yv?XrL`*LR&ObxYAGh9GLdwehx=L$yT%7<8K?mC5-asgw{*_=z0hb{wHYGj1 z1{%)~LA{be>oaKY6d^=qPvqs^0etsa{2he3-l!-9^kOwo+Ivv)z*f*KcK z`6+1PNdGVgORj%fm;g&nCRXQD6`K0hG+ZuyU~0?9=i?hVvr^?&9{2yn&N3_z4|8wK zcGH@aU37YHjwjO_s*`#`J080ZJPoknd8&(FYWVzl(6cAzk8)*I@Su|A=R+NHU++1Q z%;E2tV)G2v-9`#^jpLQ^QT_|HLIhpieamB0vZb>gS=~GlBDg9+^$pz9Wm`*Be9A%H z@!~Rrah{0WC_Y$1fUJ(=39dwSsNSeXph49Z^B1tiFeIudalzh`7mIJ#sK3Uh`pZo{ zv7-@pc9ZK8ZDV+H4`1}LfO_Y1#>U(-fRG563@XhjkQ31JgckiG&@ggAH0q~lN)RYh zhTd&$nXR^i*2Pn$pRGSY2_8Y<`U!-cAW)i5g2aohQ2Z8+Hpn{CLCe7CKs5x`r3z5e z6eG{;1zXdf{8paj(wJyFR@g63IKD&u=dP#f|3n%PN5wBSnAZ_bgMj9UQZnuatCmpC zr7)op4g5bA|A#Ke!+3bzxpP(zj@>2n*Ih96rd7p1&w=^aAMnhVcP$Eruon2%1p!3B z-fmS>iY}`;i!28z;5f*A2&CSn}*-R}RnfUKR=TNC1Ff4Qm~T4@D3`K*gAa0qIsVP}!KT)~cNa zDnq;IZSH=3yhvLb_C(IaS%Zb1Dq{ z@^-P;lgiEc1^h~k>1OG%a#Bi(#`$?#WO9R)IN|J} zD}(Fb4EjgDVz1xX;@fq2X6eTrJBmk5UKF>tb$=|-e5#QZcAL)3PW7fNw5mspuNn0_ zE#knI>oJf}mOc1mQje^B(&dpgT^CA)lk-rOM$8W%j?`U#_6{pt_6q13dCKjC>~mR9+}A9G%RaWhFO zA;RvDs`zRJa|O4H7P6~80p6!aHVZ`4Bh(@v(wDCgSbpW=1=>9!21Iw~SW1Om?}Cfx ze4EXImgdl&)|P@pn?F9>z#m*JtiNHrEIP%rJEq;gEB3wZ<{+T}@{-IYaOBL>7E`6# z9|`+Kub9QTzxnj1?**baC3X7wU=n+rk}~2o-EK~ZeG%rwDpNalQ_ft0%5e^hcF})P z%${6G;eF7b>M7JnImmly7XSkI4J^x+wtA$^S6OQsHQZbJ>BWs35{kX)M*0HHlurPf zUuacAm(x&mA?}x>$jVs{nHCn#JI7kz*tdnV6e=eN!|!8y=~<}FhJW({;dT7i>YZEW z-Yt*>IB~VvM|-G)xlQ*O3y|3d^GLPYx7Q}*fA(Ul3p%m+suGN2a zDn3Wr?}k{1Z%^F|2-$UkHb#E8?rbnEmi#y{bzWa;Y&~L494t|iYCoyT{x#&&ZtnB< zzX_DMDx$e6!PNA^XVF`+S-_Mp!~j;m=Bz`$uph;8G+3ew-HVGl1{so)e65Fahnxpy=3S6ZLOBM4C(XLz=(pT7hz8OIL(QlljA*%RJr!IwM&FF9IVVK+2v>}Qg$%bS>fgjamR zT|D%AYZJ6|S3KO@+gkjxN2>U$NQPAV)Wn~%%^q4;bK$nbUgF&Cl`9|l3qO)7Q0mrD zm^x3LSn@2finTN)1k_hmh0{w8#C>9iZffwB=i(pz98$fWNOkdr*Jw-56ZU)Y^KF{1 z1n+RHhYy~Qr4&p-dT12(`EhtSGE0=-(22p4H)`g|j`u1CR;9~IwZGB3R!_08GYqIt z;bD3ezaO=5`vPO1yH@U z(LMfqg&hpfv;TVQK(n0!JE7AJ3RNsB^02u984zMp=wc)`&m*xwhq3P%DYhCq(Jan# z52qSF9bHTjiB#2!wZ<&q5m0Y=@nS<=ov(TJfTheU2S?CtmEAu;x`v_S z4#_--wK>o=6eeKT27ywzQhw=C=p9kR(YS43a{2g;O}k@I0z)bT5??Rs>#W|rH6j0$ z1rLins>%W5?E+fa51U#&hsY~&3;#XRI*@;@9$MfMh_HA0P1UP_6j=mj^-1t<*(BVN zuL7+k68AMYEu-xZ!Pbo(&aVMy#v%j9#tvY?67CjD?1|2^eqqGvz`Qhqesl&ZyO8vrv#u>MX+s0#QK4bpx7HIgN7;Gan$8aE7HrJqa1`rk8e*naqzbA z7L9eyjn^M-5&mbBDR%}ce!mdEF3=3D<%F{>-f9GF@n8>U9zbUZ-T{omUbv?Un=RTm zQu4P(R1847CKUY%V4*I8y#+>rIso6WpNh>v96H>Hx@88zUWSrt?FQOB0b^z4Vafr3G8`7v-dp_xMqK zQ?lj9wK9l@T+kx}au?HU$+D{^e{FMfBd0BkQ!~+?!Xn%K=K=WQI;PnxsR&*`VFxkq zOj^c3P#>f;Eos%Cl+sWE#r84o9+ptGJu$USNsKV5f4oPm=X6-oADbgyL4PGd1)TXA z$E(NJO6 z?7uoeF7aCZ!JUWYKE7I=DddSM&~GZycmO-bq!Uiuqy3;MR?q0f78d$Tz?>Po)$B_A zyce`VVV_(qwvFJ?+&u+LOi^%EpE4Bc&{+_x=HJmU*WJMtfpE*isKbd^A;7qd;qYtq zWSLi=m7}Bmi)u#uhj_D6L^Rb*tc(Mnm zUSS^x)n+&uAu&?@uTIp9&{W`*H}W=pcCv)fU~*v!1mYT${b2FtIgVO7iVte8PH_JW z(PGkvedW6%eBrjZX*pks8z`Xm1PQ4x4eI2ADTo34PffA0aO$74Ivq8FMVy`XK!D!g&yN5>mNgpJ-ycf{D>j6^5NUtjOY^I6JS zn@}r0=xB4dbuG7V!M$$9?{TePYi#|R+j!2;@&g{ndG^rPx9J*z@@$S^=-u}kI^@DT zjmpm}$Vf$q@WP~D^uT(1g!x3U*q7ygxvEcAYc8+%c1x>*Ils}jf%2b0_Ajs1n?168 za9mg5@DqSkWrfP6HuhiDADy1kpRyJo9Oe<1EPnY(s{MAb{x;&3@#u|N2I;YF6zXZy z5TTRwqX%lj*Xm!=HU<{J63JV2@Z)IJk-iO_`FVv!oV3Wx%m;{~$u{DJ zm*0H@pYRKfHoTBGmhx({ZHxbJ&wX49eadnw?53yU?4WCODorOlJHBi96GH1cW|6nm z{tB~}G5o%d5WbkKZqxaTk5yGyVWDGLL+DhBa~nnNj5QBU{&H19*{^V6+sQiy`GR&1 zRe$$HcT-O$OecyDrX_K5S4w>{ZK3$%!yhU9L10uksoTp3_WZIfbaj)u<;L|iZd+fg zAKap$+ok|VZZHIS-eq6{#^MiDrk>BOVda@+pFfqIDI{g2T9#uMfBJxE0hrmo6uaII!!r-a<~=qsEuzE| zvB7zdb3=CC?dzZP>z|cBDF|j#hkP z#YYOi6BxB#D<|_j>P5<^%T{x-4T1W#KYUK^prcTB%6^(|xhB=0f7s^hUu-j^jLvL7 zxrIk<*rj8U7nX9sp3u|uU~PhXZiD=DbuZ+}1{)>w&Yc@RL_EaIO_9LRFMlyUCm^0?$;+#zxSue5n7eoMy{1TD z((!Q<=Ck5w`&AM>-&4*?M-AsA;Z$A+I>eDLq}-??gL~-qUr|BCjwd^`wXm*|?)a znwtL1PEW7xykP(@)8j@?I5n7(pMnk^R%e5z%8%J7ZzsdX*y;sNfNVTtX z*Z8UqKG95EqoFIdPxu`i`S#CO924|}fT~pqqeO!F_Ei~~;nqtLh71SIPYQx+c!izh zxpoRQC0cw?S3NRxD)-CZA{`t%3O~tYb>gt1;%||oJ1OLr3cKUS4ej#EeExG2K0a<9 z7#azk3P?@WpIO;8#r-LgrG{^?Bnlj4m+F)4gOn4wWSf_b{=w^#M22qL1! zWA*g~vmZy{NFjHs+FukV3;T7|tW5|QN`+M%>J$8x25sS+<Ph2zuPW^P zfWj3|hfZw~);q;qIl+wkwsAmUX3hrW9AO4~c^8UF88v%bgQvcxOS=C{EIwLB2rV0 z%*%!DM+m(zB7TxM;*z1hB*Ob_b!28dvpcy8M!rBKkhWc*IrLMi@)m&zNafVEvyr_(34Uq3oHRwB`Xl-e~{$q4O8=Og|69l_z-~ zrM1(6U@jM_YEzJAz@z1OXZ{~01SbC|_HBTY=^pse70!}yTe_fZcpNIX7X&ZAK!!cZ z%nQEh_*fG72GoE?dxN9e`i@-7YxKXu7Huc!I1?y%ZVYa8NutFMG4PBDJPfYua+AcF zf!1Y@iP8VD{>~vE2Wn`IhC4i23Cs#oxV;5;);ZucXWK zt+xJ?gDFz&*DCC6whCml@QSlv{+}s6k<|sfR2q0-8`#K-7o$uQ)7eawg2y_LN!q^D z&`f>!8SYZm=K|-{bf@`=P_V)XRl>F^V?QSJu}>ghM8g}Lxn&U+lO?)^9d=G2TIt>v z4W|6(OZhu*VnBTXnC)PT8|=Bw6Tq!LU})ZLg}Xt~+B~Lal#H61EM0ui_J;a8%-i)@ zOT_U{s^M5;nrL7F1DraVlo4>}h`+?s`*0^P^wiZGpy`AcNgX(%$+qY2(K{w5NLM4>Vw@35cEe>PYQrW0sYbxXP z1vmW65s=L(hFjbYFt5 z)~y$hGbK{Omz4kWYkWs$(;oJ$i5m_!5Qv_wuwy{tRuN1U{{+LPP67Hj4~aGjuwyI` zpJwP-)6QPYODXUe+w=)Xx$S@=lK#jX^x+}|WC9tf5u=?)5l^`}e}V#h#bJP&^q+(S z8B>KMlJQeJdlzrnMlNCrjOjKB=pYnOxrNZFO0oEJytU{7)S~R8Cjd@i+4k6_&GQ&r z@iA1J)gb^#dN^EVyqw}!?#m#Q0=%M5haBkq2`+Mrx8;^mNNNUWh21hm0(muc)o6I| zmKb1uS+VoWDr+>Dt~|eLjE`-7ftG@gO*R7rQR8dC)9CdU!sn_he=H2WPB?Lss@faqT5-AO z)pMWOr8>699KLvua@t{KZ~98SO#KGKXJTmKCSlZ&>zS6d|P7r=wO>Uv?kTm!t;yYUYX*;0*FnH6^NkBOhn6$V~sDR4P? zSs|@EGCk4IdbA#H<<%Qhxwit;X1{UE5!(&Eq57MMq@|oAsXXnjy3Kg2Ev)Yb#9CTI zy6C2Wr%wMbcnVHR9_?Sd#E2L6Gxf5N)zc$olQ}sHmKg<~dYE;M0M=a-uhHHM!U*Ic z#esDg)f$^fToU9Ba*P#&C-&w6^@i8uh?zZwE)B`_8aW>MBkmPo;(p+VbhR2oF`$o6 zQezfW9T;SupjyBu?+45s|IE$@RH}T|B|M68}Rw9oD5-U2Q~!S%s{hXdb+k14vhRP|H?wBn7X^4J;drTiE8(N zV8@P`*IFz#yv=RZd-zTVeq<=s8MbGV&5Rnt30@0?L?BejzKITCf z+U>vbHrBnjU#kx|5^rvA;U>T32rzFOxXf%L54!V~Uik#%?Y6?lkS%DX@b0|52Ov6d z8;sk6l?Afl8tw8@!x4vQ-ZcWjCh?_+10z$|&;CvBX+62t;jIo(qiLD_pYpSmIeu#G z5|B%J5-1HY)*c0qvv`jEzPj>K2Vk~JD(seOJX0Baq>SL^1@f@3WS7o2AH%^7G`4^v zhLBP{Ko%7ZY{^s1dcjU4K{MZK=f_W3EJIiJn_xY@XuRHNO(e#j?kuC{T3G?43;FEb_>9~_;FCTyIk_+ZfF)fC=B zAO@}DYe#FN(m;M0vgtl|4mS7hd~=MK%n+b&y$aNmj(*#gVrO!AU|oRH&5}j#<>sg zaD$YL^~vhc5yB)u3~RK2L8lP6Utm`b4x2JAo^LWukgaQL0tKO%9Zu@lERZ4bxtKd8 z1UTjYiIp{k`k{5T%79A2y(4%OYeBd7F!zjX;8!H@RMPL=t4mqCbW-GM0l$DakOm&sgL7iHgi8faV0;^O>I(T^>)VQs8RNO9KDWQT9jh&;!u3MRrGJ;AYsdbB@46h`H-7YZWRWV?v4>Fpm+8ow;WW|z4-$(b-mg5{oJA;M#%P(As-c4rw(XjN}I-O`k|D|iHs z|3TL`95e)>Zd>5<->unE6~9-q{I+H~&>v~4b-nwNzK|4+Jlf^dVsu^sf8;Xl)JPz%-&_{NrbK zY?_ZI`&`JshQb+UUn`>Bz3RU-TJIRPRZ){Kob9A9oj2zvTC6L4gd5FtsMSQg?9 zrysxx5V~g$F?~njI0hp>wS>t5aA-372cm5zDVmI2j+ud+oXvzG?GW`%usx@2*Pnm? zFsOcy>6Ds6yD2=Yxl!=`t!vlY{medQ)$?!Mz%XvLCq>E|cG56myU%MpCJ<;;@rya= ze+3EQ0X(;}Vep_qxgU+sB_K1TKyuA42(fU2^m)`>t9n8)L%mx0MN8_#|BJ5gfQs_k z+D_s%-dNyzHHsjRL=*vmQJVBbA~;l~3OE#z-lUF0)fgaAiqbnlnsg}x!qAim(gkFI zp+zY}8&C!qsq^nM`2yqjtv_qswUWDrdEa^8bN1Q$+0XNAwkUkLm@_mL^q9z(u&i5^ zhiG?Mxe-xk1zM2%$<28%w^K(}7~mR#pOGb*q?@A>MkGdGV^3<(EWs6Pj=;2J<7X9p zSA}oR%$d!T)CT6Bgz zx;3K@9TgUdsx#J->Rd2dC$A1o- zJU>ewfh6_4?zLW2jSyD=r!EvrY^Ow;u|HfPIO%_YuXv~j>0B%v;PL>%7h>eBr6qQP z!`%e|IK73?Vxy>j4oNc(bK!o2dpYO)O{{<&NqNz`3y#u&+xMSb zyRy>=$j);}B_jnTLM^O8nA&04E0lZ1Iue-zT|LVZIfB~yZAl~B-=BfMx6eNfm8bVq zavs4ETMvj(PWDv20hY-ljVl^>WFW%rfu@CkL6s3w<0F3%-ixw3zvj(hM1A%|kisiz zNM215P#*bg=8Tq}$6)+<0%F*JLVF6#{x6aGcN080)gbiRfxfx2B0=4(Ec7FhnXW|<_Id5df zmG6jSm%!lD`uEeZufe61QqT71F8}k3At{C>uQ!H;Rl5O}J;VBOc9C0!@2bpMlA6ei#a_Sm$% z@XzU7tRhE`5*wguAqiVqo{LLVT1v{ie|rw-(hTnq^6ui516t$vdecU_UwXC%0#f6p zt+9^uDC^D4K0jsWc8L@CH+%{13>wXhjrM&JZbFmL_K691w|K{*{9SFO#7BIN;H#T! zKeD7Lo-w;!Hw&fza^YS>oT(dl^GH$}k`7yqb;K5rF3%9}eH)#N&%LmlfYBd9U6Tz* zZ|_?nYiPl(?o;Ja_6y_~=P!4}?YzoA#^D8B2nv9woujQ);u70n=cPp=)5?}hJ-E!X zadW#zG_N40`cdv#sLKjcC{F;+$)gZm>P0KD!jw;Ld4H=$idaKqSl@m(e6HkPH!@3M z84YCg12u2V50@-=IyXN>_BspVE%FipdNefpM=nU3Tzh<(L-q`iE{LDqU$rEr8qPIa z=#wN;8OWv`G}L3SK^__d7Q)^yT8^1b!p&!*RalT$t>VZ4R=~M!dat^4{_9Apc?@s@ zM$*~uD|f#26(S`fZw_M+DkGcSgZxSg`GplGWU%N&l3pYad5A|;9PrIn0&I;X5)U~2 zrJ7t3#u3%=qBGFf;x(&xf7R7hBP5;G6{+EMM{D=NTEUGc3V^XMGNgli{KjelsOXSU z67r#99dfGtTM~mD08A#s%v(KEb15KvxspSJZ zm!Rv#LGvaO3@ebZ2Qg7mje*?d2O(iDgGo@g5bX?%HRx4c{$e2~-LIgE2dUoCv5t%{ zij*jqasmDA1^kfQ*LgC(X!g^3OpJB<+idI+`I<93*Lrgv$H$do`R0$GSQQjAuav$3e(|*={%>g`2AuJbaLY*;F8t5m<&Ky-;LoAt@cyFq+`Vg*;EeyFCGk84+0% zEw2KwgkaHep}TPliF1J@8;v{>fM|xd(9N{jpWZzoLVE+sQ?lUf@#oW zmKO^m*C9bV7EvHk%MvM=Mou0}c?T|3TF}x=LDebCjRVMxNP{f8`ozB#;D%0U%ofc? zE4GS+va`Q7$+-Z5OaLv}6*gLFp_37Es7G9y!D0J0dz55~@mo zO%hlub}GHUR0yl@!K>0AZPTl>JyyBOU$+ByV&{CasGD1Em`3_@Etn?(d&La75g-RX zuo}U3f!q=KrX$&=J7gu3;L_3o6HsD6`c^6>EFwY&ivw0u6;zvV2Gwpng%e9BGW(mf z&XaTHvC9&laf%u?`)BTTGt+7}ILgWj=*>(eswOre;b`O+kFWk>@j~@l_lSYvJp(Io z$IJRZKD+CD+;^jJ&g26r|LJ!Ycu^6tBJRsS?Unxl%GxVm{r8~2uh9wE>{O3{K!Idg zl`}1x?%B7Nd~k97N(}mNmw#Yt!ojgc{>3?uG^h%Y(IY)rrY7Bc5%hRnNaKx^SuEd@ z%MXuPug(t=XpZJdaWxaC34iV3k4NrR#I;4Ae$o=`G9~7!E0a9Ev`PpfpMcpaJVw&a zTs~*mD&Jn+#yuIxxe|3=Cyu0j`k6NR(>~s45Tv)Tu7WD9#wnCQvWkcTTSXDX%4GSM zAm>mIdKHNEjdny+woLepsmh)VWFoaxQCaIePzzL`O7OVAMmi7^;op(r zGHSu?9|~7ZQw|KMTZ$>ZwJ=;&1ycJm&zT;D@e^Hkx9r~vwI|0+EC^t;JbK^Ucaw|U zP958AX<=l!eFV1Xsf-%fSfWIx;+%1pI?+UnXwosx$9Rsmj&YT{HMzhz3d&V500ncF zO!(EhW8+jxl}G`U7K1Aw%N7-w6oj#j(Kt^3X_cAz`S!qV zYM^wrLgZ1~PVSEZ>BOJzb?XWR4LTFuh@|}Q+0qJ9&bxcv;o;$EUKd(5>RGz9Z4tAN z4^X*`CXX#Kw*r~wwCz*;Yp+@JkC0E+@!ILjsOwCJ{=X8sCaN*tUdoZwww&US3za?# zXYZ?US)wB^TQG5#lJa?hyv@ClN4_nXm=ZrC-G_TsvP{i8n17?fAu9mSysbS!!sEr> z3*VC~<^LZggmL zwZd|Iu*{YUy5GDoS4hC$y^=f>L!ULOmqUB2xva+D&{9pUM+Sp2v0HqKGpc5fd>5oP zulQuw@$OaamCLXM(a%>I25i7syuRKA45ha>3Q;I#78X+Hb+fa0`LJV@hEp?MZ1ACw zmHOAJ@MaiOTCP5Nd@y52$6KgZ*DXY?r&7|1Q*D><*zorJ09f?x1 zZ~!7^4M2Xh+oPaZpu0k#LdZqW=x8d~Ga%r|(o1u%yi#OFs`(*0++ngyl8ira163`aTkL}c=Faj~r47+?%&@95ZuVii&(A2KFYR?2`Z!f>iHB?){} z+#^8)gi>)VV#rVQFEJQdr3B`<+dfGqm|W6v3v_Ex3AN0L;RrkpG=Z z;}gc6b}PQJwr6&(uC7Qb!E)jOdme7HMt!}L>5X>jS;TbTqc$Dd4^)^n!nl+}xLs)x zSM4|7gt}15h0v&iB^VUIvM@k`69g;}=B@aXkf+8PBu*(+9#rk0g-*ddmF;NQ&ifRn ze_9(^42T2tT9%iWHv!^)Dm|Gxf&3=RDNQPtQ~$o#P5yeH>cdw@Z8*J-7J526Ot0_! zwuWh`0MlTE6{Sl?87f7;W+lKG4di8+%moDIX>p1VIv?!W__ z7bnfPC(W0@CMuA$cBGI*0=sbJT8YFRsmP<0m^cavEmd)mpfd_*-~?F8$G2Z#3@lBy z(V>tLqf@(dd=|AU_NtQf+BZ1O9vQoCGPy~XroN?9;f4JpxGbSYNaL+7$LV5Y&Gy~xnR-lgvSk7RH`w;$*MpN>Gj{<7cP(iBUcuUC2 zUFXpX8WM>ffn^s2+{#IqePAaBSm?DvFK~AZy~9lH%s6oD+`xTxM*Drf5?k8_cy?6$tRXu(?5PPl(!k;8-R+5m8Z5 zG;;F{aTj{wDqaA!(81enQ%kKp_up_Ut8;}YSmNWQMz%YJ$?B|%$ z6j_fc0W2TT16>&fM4}W50*=k(#SWzOFge}tsJ!zqHNQP_jH|Y?euGrs22!OY=BEhe z706TSx994oz>p*{+GGKeOTiWnmGqI3k=}*pOYbWhrUUxiM|(+U_!SnO`azPY3GVL5 z_^oNad-NKqNc&#H^p#_xCeg^A3%P<8Ebp=TiRd<~(q>703;LYYlRD+;F& zwkMC6HG_{qDk5T`G)&r=A~`<@<7`k zsb`K!;ljsbD^U5ovGi1fxsec{xVN`JK}*dG2*4amKN z@aHMM$40fY21iV~?ue9^3t$b8C%W6F3kAiJod!!!!^|pUzO~nC(zhaN-(6WpqCxQa z^o^9<+}OzpE%M@_`7c1A^rpsE)=Y}#>I)N4cGlVX`+*bEGBTjsThku>7>>VXVeuWZ z?(ZEMNm>o=OBf4B^{Yxqa=n7CY5(eH5`6}7zdM_ zVasW{pEmUhSh5;iS`qJWqUF>Im!)mj1TUPwO%JQu@X8Uy?k^iEWyaO_zFFD*iE<~p z3f@J}{*9O*`x6rrlTz!p*cLHcig0_ftY1yxxSa~a&aoJ0B!kZ}5tH%Ty*-Qm#51J3 zkI{&>Di}hFTv$+!W9ZiOp~0>RcnS0I5>7X03+k4g!@-L?5%P=q;pjPx52t1KM}v4- z$4}3_PRfOLCdWjp6Wy{%W$)OiDI{s@JsHRa4h<1*5woHsJ~}mXAn53jyu-Nq-$Nb# zUX+@_uob|l0Nu+eC6Tx`0&`<54f*_`(We(*#L#&5GawszBWLBeYR`^=wn!J<>qbW> zDuVEzYD@~l?=Vfr)(s7d%~FtMDcDxMyl7DAI<#DFb9r)_J+Wj%e{BRw$Y10 zBi79Df<9q=h#9c6&EoerNnxtx5rOpv06m0;J$#SiYUiz^aGm9S%p}K&1BJDv0~MQS|}eLzo4VBOuZ zhgC3GOYfX^?oxKxi@yAxtyenE%s+Io)HVLsaC?V_@-cfMdAd>SKmt<-w>9?L%hvp% z4EDK>Pft`Scz$iR)o*HSzvJJwEY(P?@Tsfx+jusiC>*nVqol^t_s}AyI@fY;;rHJ+ zKl_fK;f7;H3FNZW7zE!C-XBSeM-wBXa6RRQX1>j0sbhoBYJ>NwlDI1tQsZAQ?&Mo{ zb1izH0tI(vI^+lnXoSM{Oxm^(YW?wER_;`P$T9qizK6TQsKj5J=9A~imGaqN{{cla zJO~1+Af0P$IuZq1AegjLYAY%#PTp=H|2UdwknaxGVL6Z>vg$FoEpaWaL!!SQZdV`} zOPjA|J&v#zKPExXw1x-uX4DKK_G6BWBkVEkTS>{3H6+sm;I6})Ar6DgXbVuvJB`-J zc64+gH}DuirH{XdoeN5_GpP~awM|Rvq$^_-B#qBykI&0w+kcD^Y(8Lp|Sl6CdzO+AtU*oc$&p-9x*?{&Bp~6KS=<4G%t4|^aqX>VN{3)ZuJLFBDf}_?PerA zwxe@$ctg1y;I7rYTc9l%$l!G@o!+@2%r<wTTafkVo9Ui-fmap4t~fe_F*)%)Ca)3MbpHKMuK_?R5bL|{G)bV*O;bQCZv(5} zLzDg!r}(k1u8U%0fsooqq4Nk;e&B>Q`no6n=b%+^)#%U07TkJ$<=!>6;ybN4%0NXsF2a`=z}I7UKOptiPF zK7|Q@l_*L9Qo+Gj=W0-B+@+0V%8LFBX7eWvNY)C%oX#sCYid& zFJ8PjOsxfD%+A@qdGk7WDf`uW0LRqK>!U5=<##)GcV}|#Yh<1y zWPdg{XA1RE0RBRW*CrG&UC5gcHHf%ArfhF-qq^vN@-qdIal7jl<;606+jU1xOau#4 zABSh?c(UE%Iya+X8XZJvBrIW|kq=FrffZCvBu+w)xy={qo|L+c=o|&>nl`JijtLa9sQj z3N`)+TEZ_6cs+EDE2Xizv|-6yqW&x(W};@1FY1dlg<}f4r13dtcTtN5$zFgYDMUvW za)rd+kcC(H2EfRaGgwrxp+-;VL$l>4DMdhobq7oEMNbajkejByq8O8zg~Yce!gC?p zTHi8EAHAHf&?m`73G`u$cD3nEDiCbUVV!z__u161N3>rf41cmMj#>{vi~jO>9R^zp zdrv>VkA=Yji(#o@pVI9=Erfb?O02YL)fZZLRolGOdX7^&b=2FQIE}yTPI-a)@SHuYODA9{3U$Wd!BZcaZ{Ab_pq5iUavN?3oamDy`)e1x z24P5BQ<>zM>m{{C52*q`N9l8D<(b=)LDzeFAas`PZF}k`|E2{vH+2$>AzA^6?gfAk zyke-(;_*kkM!%(~w049t!>pI?HL%@`Mdj9Oz=6PD8*s4Sdg8xZ;Z+rcl(9;FX0bR7 zo|r}nB(1YHZ1`n%ni~ycvIs23PINp0fGGYNtTvLeG~#UF6*W#3m=J}L?;#!ZS?9a_ zrX=XOI{v~r$?mN`$GpDC3OIri7?VNFTbyK;E|kW>crGsi#hty-`{wyxRY;}zsW4lC z%X`t1)A#x|pv4OxQUD2=KnxHBhEk!w+sWJrWa?OWCY~klRn3orF2Cz_bCOtRO4_B8 zi#3f;Pwk2y?+-}Ga!fD_x0CHp|%RAP@9Ji(3ZzQ8M2*#lhxJP51{M`<1Qb=I+!e& zUFLD;w-1PPb#EWv!1PkQ0D~jcFuxC*n^Ed^7GsiFFNHCAvx{fmwJ!oZ9bTW}8k*Fs zrttnSp`SErKtdxoB+wje#K<{~_3`y(1!6Q^9t|wG)&1l$p(iRey4auQ7&UalNG-7j3a|yxjhE>{bvUyuM{kO=)O(C+YdzW0Ln5nVE$O-Eoghog5xPH zOu9I83C2kP<}<+=_(=uINB&9ZV057_2O2(+2EW|n&%EJN>V-4S(oRD4I1w=zeI%0wf^s${SGz9w?f3ItjQRK6SM`=a4UT5g;u3 z?>c@zKz3~lxvdW1_Z%&)F(Qx{P$ysvvHPhutN(tRn4}jkTP9tksf#H?F?K!m)Xd_D zrGAL%&T`65%2pM>18>F&zX(b6-vbtAv|K6gd?9&8RzyoEz^B3VXLo3(P68#*(UYM0 zb5Me37EdPe#uvDe}@Y0@&T{rp3e?y zRg36v^u{d9<%D=uL%zz$B5WM;&1Os8dJ`JX9?8BApKx>sx*&lbqA0?Fpa@H;oeMVn zj4t>V&y^Ait*gh&uYA3@M5o!}mE;*r>#ss6{}90?o$+I~HmwlndNzG|vC5>Pja;_W zMpNRe49)nPIE!+M)JL3x$Q<5Jz&{-VQyv?Mzc&=!(|~jhG#O1&-fXq;%_BFdxKt3iy9CQ|n>F{2M%3_xIN8qh^KoiIlT_>ZfDE zRPJ^648QwdpR4Hlmuf%s4`I525+sN)Tf5J@3&jbTa;Shh8gg=Ss1w)>H4~bkec|IP zZM`7f-VfTTxRfIm_$&`SU9tWq`8kXUTYuxOy-nJ`L(LEliJ&OQqAHs|sc1JK43cV4 z>|=nA@MO;(ENa)#qtZ47A_(nPOQ=?$(Z!bA$p|i(t&w;VKUn&HA#6 z%FeOjl$*ZIzxM6G17D2Wo9t7Knm7*+majGttab!hzGJGvY+b>z9_v`=Tv;T-7s@Nqk(Hc)nA zkVWzgM(!8X_d-XI2T*{hV2H=pO9EAV<8O?`8HH+yjEY6BuH?#3N>zf@#XWRy#jFCAdz$n^>xpNySh}BzFVmN>VeS0^p*8NXBDC>TNz^yH{-m%u|aRQRgyq+ z8kLqFM@$Im5L$1=Ns4|uL_K&&I7YwHiI1U(!ZA(R)@8rE-JmJD0$ZOrUiDw9mFW0E z3J@wPt>}=CxWl5T*k5KN7<9>5;c#Y`UB5buM0WxINR&UW4O5lk zVq;?qjLXiT3Z){+1At3qglwFtdv2e7RXFPnId!(;4?AMMgzN{U@oHNL#`1u5vKP9N zr!k4Q`tl606?_^@;GDVqDI4KGZ?#vICv$-Oc&VbnF3Wcl@S}aI8g%x=cC1W?7t1Wd z*NOn^IReC|IgFgEpc?Qw;gD6Yv|`Hy`TnJva2sefNljkGvwv9#CrNYA6a!y`3s#m3 zXmzM8x_F;s%SP|Ru~LLNhmos;lP5{~AWz)X!gJW~SFe;5I!}YI#m+v+{szwC8?3Wf zt`pAUxsdP-@%F@&m!T)*Q_SNPJHd%Y94`8?fK1(t7koGgWWSnaoAqzNSIB1!+}Q{PhL9s2t^Msj1@#w(1_sY{^a zW$O{(%$~^pp4}pL*Pqp7LQMhL+JVSZ!dqBk;uv$5;y0^d-U+@6Df^T@+#^him?uE% zYu=~i8rR(8WxyT0*$>I(KN`;-naVfcazFt4IcVVvIc??i$6eZ{!$>elX2sEXsj}Pe zULp$Fp&?e5<|C=r!#VdERKj|8?FeK5>`xvvFmPhU2vp?`M6M>3u@F=k|AL|t9j+z3 zwY7C?U*tB1XJZj@|DAeU_w0lExI3*c%1@(ok zN2pcoh?#+G9}f*?==Os#RbYL0pFzK+WS>Kx zqA9oTE~!;Bo3*IANTVx7PHU^yGsDtmi7z&(f!nr?j9e#HUB&|`9L9I`gH$ysIONLC z#)|7;ucDbZB!yCt& z(=feo5}PIvR2}~0TlU@fCHjoNg=dXisG)TD))kPWQ~(~3KY}|{xI6je4D9cyo7Y3S zMU(V+Pda_#n_O8@>*?ZO@oki6XH7n19D%osN-M1Hi4g77m_z^TRVZm%L}RbTpO+Ad zaTs6dGLME{2zNyQu~;1TBhk%mdwNd>+CBKiTf1b}d0zC`6~~y~x?-GR^^C#--&YSy zCtD{E8Q0(F$3Z&aF%`Bx0ukY}X#E{z&OA42g;S`3790Cw)aAOEKdQ)uk@?lkr{kk8 zdC;GZ6>@$K4xm4ogHBPV?uj+atjJW6)q=KZga_8FZAMVFBv!jFi_%N27dFq=n#bed zO`Ea>j8%|2Xg&vI-}~cc=ZKjvAlxiC*j91*X-y7Z>zKjU^p=I$c=Fi_VqekcacNNy zt}G%dcl&r3=Kzi93S-SYJv}F0l$rEKPhjukj0cC(!gyrDeZpSOr#G-S#_rnx2z7`I z^t7;U`Jrw=cL@7trTGbL~IIJJAm;7I&K#%$Y zLN`9!QRazI?M7@zDUIQCX{Nk(t-e+Q4?c8)mhWGi z%W-i2+Ag!4wZ|mU{j7Z7{I;ntY>uaN0ca1?H5pmr%u$lGM%z|GueAJu<6okQZe7m>K^^6_OlUM*t2h6jHRymh zQrR_gz1z|wIk@+kt78#oXwmcB?;Qi)kMp;Qn;x^#CMGv?xO75cG8;b%vk!&ZT{MUu zdXbr>#=Bh2yR}KMPx972oO0}sA(1nCs)T^0=UYB?LdQ7P)@+R^U`h%)X4}C{=YCbO z8eIu+4Es4QPQBuD#=z~x6DUBxda|c-eywCVW(Ch#sO-AE&?iOmw^L-}vpoa%1#4aC za7pqjd7j&{*b|;5?)sE7bfMDMtHULqotf1zsts?*DDd1?!-KCOzdH~b>kZ(NQ!g8^ zGNS??=`Z(u+Bn_N+60nZ#uXp-I!GIqiD!offOxSm{X$sLbk(kQX&w42er%tDrHC~$ z@w*C?Ru^9V{1Y`^ulNd$2A|b=r zT5LK`Osh+wL_y=U4coU5kiH4Ma9WZ-;Afi8?N?ePVpFV0ob8B+S@i5wdiWnH{2LY( zH>&*F9lxanLpWmxz{O#IMZfX<^q4qzZ{**h97Sd^(ENMmuhy-88sfuu_w$Xy>}%i8 zr*mYie7P&MAK+nKQJi;wD95O`M&6!1RzCGq-!{D8rXLCqO=N4&J0aKD-wGbyin^VN zyIs%Qaxcuq_!mPiCwey~iTL^VYbjPH#TR`6)*2a3aUjZNv!=weP8SPdI2P5rVXv_k`(Sr8C?*0~^M2)UvO`t!rCiDNz3Ur}aj!1# zyESFSmxiwEaebK&xUjjaE{YH8s;hh}$vY?L-CS5ALK!n}8d>F}9*u@w3$M?b`QyIY ziVIN}JLXmYG;GM+&&Eb+^-smToB?ub>j?fdR+!ByWB%1iY*+NPspxf+w4 zGFg~p%JSbve$#vSKHT+#nYLZ0_&)xIhz(J=QKj^O(Z}zf>~R>s7b8PkN~xO*FeAAr zu6}};*!1=ZJ9zbL!?ZMHl4(onoc?D4*laAj`RV~{q!TC%mmnaYg>Dbn9jxApd){SN zH1{7lcvSK!rlN7Z_z`i(ak3SU$4URszA^;95>ZXW3Md85_s2?K72@~vQ-vE?nRW?y9tp+p*s7!kD8Li2j1 z4VWbMb6k0s1Gh>@cb)kmUbV5MhLD2?2n)IYyJCV(P~CwJ74#Jd+%_yUF(3uPm}6vJ z-UhtJVQhiR80607r7q6GNfn$QM>7_y&EFQ8MmP?;Eu&5eds6EP+Rl!DXw@_d5wU>X zk(8%hqN^Q|RGSqS+z7yAk{vv~An|~HJo6&n%vs^t%?YuL$wPSC4^upjkmw7QiAUk{?JAwDfwX1N0H2_BV!6!S%rGs{6m-ZEmu8-J2T!M!pdte-dNNJ4PML_4f=Z9FW-Nwv1ty- zSwXAe!G*ibqZOc)sb}>(FMv)L)zN&zWb{L@%&pNH0!z+-tkGBuc2we{iKG&a7w&{hCm@d5UhWZr~*AAPes4{dJoW;Ew%8V`wux(;yH5YbI@jCl40d(n&1HL~r7sVSfhNMQ zAC1QYNWpE$R_;UD4ib}{@v)uz7*E}Mvsu8%+y45?f(3j4E{}}_qL&0J^yr+-51b$d zSo7xPIH9bi5mK!hYc!VH8Y@ct2ov8^>y>A}BtElCOzd5HWYv@v{(ioK;$`i@cs}nI z0a7~!7U=Mu+Ka9okjladV3IZHQltsUzWen^@CalmEEGrpjo?=7wx*S-?>h(Lfda}M zXs$*%DF$z%iPOsE99zB4gb$6n$>%+8%$`N9!2EG8u39Py5s}@7tg6|58<+gOZtzhn zRDJ-hV_ND62%xZ$pl$f3(B9ne?6DB96TH{m^dcvqb9QaPcWlFEA+5Mr(NS^X+PGme zU=|}o%ptpI-?}-}vZ_?fKA^nAHo04JgllAqpZSqLN&v}yV%@85km@1g_yJGpO0IrS z_w8S#_ycai!9PiEm_|?O2>;q|2S=+*R|{62k2e1gej&N*fCp6(5;k58V>{$qUi;wkractvr!;{$f~MqoNle3VAM1Hp_$~N&zz!c z_1xQ+1vDYI{B*=iPlkRb9S6GS`R4`7DeP;M51tdNkBR7HEBWRr>RFL!Htrg5(i2c$ zk+p4*oTpS{m?{aVMJ+AXk2*Bgi6jR1%+2*k%BdsZD|)k z_*ZN%o^b`&hcu8ZLD6Ju%*^7Vj;*aNOGg8mf%#i;6*>-b(~mN%PGjBir_snpdPKxp z$g+7L&bjjrFvOuki%<*cCOY;{!GzH+SliEoixo%Me@`70tzUR&zIhv+trBbVVM^Jy z-a+$IC74?vDX~ zIXGLT`XSIid!N0$HA^MB&8b9arDu8FV2Fo$u+>xX|7Lv@(!Gk6BOQOW)@SM-r<`0I zpN`7BNGkMJp@oG z{px3Sy^$)t<;;8IbxgECalk4ZuM^x!S0ob~&gz+@6Q#8F@z#uN#eQ=!TK40nE;Z|CD> zP5b}JgvZTPN(vQ~MLOC!6K$vlf}8%~ew_z&2d~{dZ`$}|4AgV<#QvHyU>p14H;sjLs~ zR@TFg1Nsiw)7ZfM1m>8s0#YuD0bdaXp`i|3eSp7kj5@;3k?7~oDu3l#;rlX7!bHcJ z5AZ~ZfqNKJwmV%TjDuDb?u+?WSSVSO_c+mO(lhh51ybhg_NZ8`>sO!Iug-%AK=7b< zPA*=94>Sf;M4bT1Z*V^@UBD&E9!Qq>v!wu|1(|zVmD|Ca?Gm1g)-ZOx}yBJLl@s^&{RW09flbjlqYi z#QNb=i5?yR}U(c_dcA-puD`A0Q-0-m;i9 z=f1JEjB#ftVBGEQu{`RXJ|O)TTMo5X`=XIZjHlW1W6E>;nZpT$_fZbxQ;kr?a};fA zjlwS$6K39&EbkH7F7*x4wmQX!4P-zJ7d~Qs@Smm9Ue~ z=W9^?14h$OrUH%9+1;BysS|#Rgaeabz$I2cNrbB;CKSVtM1AulT}S z-QuWf`bFRA>+7vk-5>)}S}D18+hT6xz_Bb^g80C@VMspii+F)9<*^({MFvZD8yFcs zVD@KpQ*=qgONGo1z>R<(~T(NY^k^W=KY?|KHuE1+va?hWIiWwNCSZi` zm_n_-wDZZe?P}r?(;dIT1~a%7Z%d$_>zS?eQ=Ts#SMIDfsyS;~bVKR=uvhV&YwH0^ z_bnOu{{HeK8IrC6P;0zxst)CVgRK#|&s&@Y?7$F44h0WQYk)tp;An7SG15cE;yQKw zE(X0P4|_pL?&GU^BZr>Bf2HjjC${(fY5C!N!pz~BA+oWj#Vaj)$nJc%zwG^yXsdDI z;#D4*5k`PeaTO%jbsFp|>OWjTDbp-ub@1b_qpA98Wmge^5}N~TWbcbvGapX%GV;>| zv0od`2ZVGZ(I9IK^ZSbL=774^uCS7;GeTQAGxThH`T!ta-aoGg_!t2G@y|QD+x=g- z!r9{5jC+nFRlU@X5PoA4-wi^q%VHVKM};2CVhcDP)C@Ulo`!BRkUG>i_^+gLS<>|$pS4?u6|OrMghKpj=awrZLvM&%fC^)2pzn@TFe?CD+N1L zQp)Z1rn=IUrx@9Jt=Wf&bMKR@ghYn}rw2dV4jC5#I?bCC^XeugmHq^N$Qb%x zxgzzle2P5q+vP{{%ct)Gg8pQWNOJ%HVt-kD4I~LfQAOqh&}`zoMWfWp>l;IDI&fa* z)!v7}sm?dj90JD#^mh)0XZXYLH2#O?PV)ax`E||aL03(9dn745a_#8w!l~k^*Vh3e zMr6Ax=xalN)=vO>N(i%-obt+!w7l0X>w%ID-Lr2OV){p6P(z>A^16rwQ z)HNgfL>2Z_m3ZTlC1irKvyW0~ajolK*vO@7qP>aV8v%nI^y(QN*3mWeyJ$J7eIKeA zWWPJOknV4-lq0uCfhP;HR1;HE#+|~J3pI_?H3C@sciS-CX0k{s>e>!lvcU{`QW#i7 zsGRuVTA4)|lFw%J7vYk=6*0^-Da@{~2i~tTGb%)3;(OpQsb*-TU>Hh~N`qjzp$4bO zH$^-9(PA;9@vP?eS+6v7fei0p?y8%6>o4-R_EpSl83FYm$O3gVLf(5QltiQW>L9_iLMkY)MC~BF}-vk&}HAluA8J>Z*r~N-W>kD6K7{%Y5l?Mp4`Uj9G0N3B$ z078?rSVb2Wp0gb>M-aLV^R@C2T&tBlETsefN|{-24?1z9Hm`e9D<0@#RgI~r z@6GXzDNP)goQK7N5N?ctplnX;4mlv<)W>OzahMjY}6uNq4eF?{g zh0348?AN>MMlOivsL?@y(pC09W;TW&7hy?w!o=J{ z(3c&Oj|^C-frkMVXwD67>+xVk%1%XPAqP2#P#&B##JM4tI$31%X|@y@H-9@|F{Taw zA@fmq*;st`D-CYbzc|p?15$xkxv;!!WZgv%Lxj<~trbc6*6e`g4W6grN$JzyneNGm z5nzs(x3_Jt$tHjX`Zo`Buc?dv`O;!y!}Z=cJIA*6W<|>zjrryF@og*)N zOx=0Dy#{Ex&R?hZoLVZIb8U^ibiR1=b+ew`mOjELz?9<_KmdfnHnZ5#v`x$&nH%Q5 zIpfP^dJtGUIPYAg1pvN&h5ne6i{S&4-&#HKcxs|!5jK+M!27T@JB&C7<=xT5q{<{c zlV?x83wQD0hH$h<$j~+*jED!Ox<``tDP8dBBv^s}Yt81!*cJ{Uk@~*Ay(=>j{Zo}n z?-zS~+D}!Q@iU$R6RkKPwSrpjIXvgzD;gAIaEe%i+D?5kwKGvm%U+pgK*S@M-COZPoN`W$TjTS7 zdC*$SgU*!5>_b;U#QAn!w{SMhJ_AK<%MOi*0-OX>GC+F{gl>_qMgf9H3qoV^@a&n8< zo}L=dvluzRW%NDr;ot7on6>{>Rr`Q=g8b`m zLY5FkU2CXX;^i%SGr6N&qD)$aXW;5f%AF?YNX2IGmG&}BBl6{Ax2tQt`w24?xgEVrG`77@!X}r5g95kMT#Bm!oE;%1^Dan>2^6SjzK@_)!jO>@kk5gKTU%Rd}8$ot>Sa-*bIE z4(<}D$SsjLO#%E_yIuwzsPqklDxZ`*^wcCO zbG_d*WRBcFwHk;^LiV`6bX&Dg*nV z9a+IV9^>yA{<<$wps%Rw3>wZ#0Pgxw!AR<$?!;53R1W%w!_?9be#1@?fZzS=+(ne}o?8(U0YuiaC%tux| zfg|McY1_@o2;*f=W;_C_iBv?BT|!FJKLc4l5R=2IWQv}sZEwZg)Y^u1eM*hdh--a; zy*&UgQ34(!_w85lO&7U3#{RjhFXn&$I4hPo4bpVv7=_M|2~hX{NEsRuB%OSk0MJm27tW^FA8%zr!TH4L_OF;IvSmLh?AD0aSNhj$ii=KL#Gyl?0f3{+Zr81ypUvCz|{00*bQ$mHfaDhG%eqx+g1&IL;Rb1#?}*r+Y2WxBk)9QtV< zv~pUJXcCZiBslkJU&lQX0O5CR>^>y{MWb^%kWC4R%6*66!t5_>A|-jBUCi1znY=XS zq7k`l&Ukq4PLISAaz9CuaqUEOVNf4Sp-`oJGChChm%RtPFIM_7s-3pey84{S(FZxs zU`@h(^$}&}e4iZ99_%2;Jl0p_#bvEPn_v9rF2Be|P6@~r2LEXu98wFJ7pj$tbr7njGw15(Y4${8UNUA06G914~r!L+Odpzasziuu)d}e`fs|}spd1;H!jTbL|Ji%{<23iY%4|ed{o4B2 zR5;9f2GJ>m_*ilCROIJ2T0`5Dh>Vs%mnZvvcspr3ew6=)S<+BI>kMk3L2ed4q*rLz ztWS-P$n3X_{^nU({fH=Po;8;Sf1#!sw3Bnu9JWl0-*yC_G&)s99gVR&2`4 z^>nXR6yQ$}4*=IUH(GD-Hsk58>A=A8e}}$Q%3c{zBNw&dhf@Lf_jXL_h}*^s&-FX= z!tdG2Dn7YdWB>6gfM5rad?wp+y!#|fGCVI4v?@z1VdMV>L;CHn3FWiBoTt6>FeBfw zsix_#l>9O{Zu*hcN)nS z=HFrVZ~Q^FnhVdWU!YnA)X(+u>wLW)B>+jog^fY+VVBMi92pslH%$i1SvY{}+r^k; z3(Dn9?Dg$ibWd03+?xA~K+!e?Ij`!L%NQUGb!j*pPi6f?0obuoTt=aj13w=KHhC){ zFmoupx~S(XHe}NKXN#k&KXotyuL4J;g5&G;UM9&rVz$|FC@d;dS6u`nZvi&Qf zzNB*_}NGPG)qKgrmQ?nW#eT?^cZ~cjXR#3b;+9?Jj=a(ksw_`iZHx~aP zMhKzj)NR}UCi%q<+daA!zVe&k8+!u54nm=SsB;F}Fb==f)Aj?9!%ex^kZTP*AY z0n)}FthUkp#a&F0v)=V+zCNnjcdgg82$FJg&iU@|E}y;kXY)MN(nbn1lpZ>8`n%50CxpQe z0|DqLZbR7duH;G}(?A^@9mjaU2@oY6ZW?GTk?xi|FfwOYu@c+c`?p0^-}XZidA)DQ52(E(Ew3Su(3)LQ|g;11Y){F?bf8F|PY#e6&(e zEYMjYh1sQKMMBPE5x|| z_SS7BX1S%@O}iNO8*#mDF4RjCtxz1w&JgN`%0sBU%r-9VBxH`ghNfk|2wGG{=W_pS z={;7TBUngGD4=1ZFhQNWQ?5ch0@Yy3nkzsqIB*FcEhwh8^I-@d_0vC0(+~Hr^lV2# z+9#;6ZBTKC-X^O?2KD%IesfhR)G(MBp55+jchWPZ5ZB`}v(Ym*RzWnQPj{CC4=mDA zP(_bLB>n24P*$11+NY2Peor>n=i^c0v+ z6di%w&-jH*t!er}hK)9)=ZvG~vtS{o2;x{~_ouM5Q# zI&@F5Jjkm^kLW0*#rhiclS=JI>ML!ZVS~)6X8o}c87q6~02ij?i0>@5&9mRztiFz~ zN(H-Ru#gtMhn_b8TeVc8XZyD0=*WG3zH4oY0{~3CT!0N*#4-KgB(a&v9iMq-i*xEM zG^?B!R6c%V{8C9(1~K1a!TB07mwS;m z&)bb}ofZ7{o%9HD$WunW|L9@I&Bdrswka7Nu^oU17rJG{QE zVR`%dGrdBBUSqKFmryhP$PVeMDUEXAgi#ttg^dEg>IEolQ5r)$IE0_9j~PPz=N9pi z-x)ytsJOKe)lokry(+WHWCKibxfG(!eg6E?(!9VeAwOQVbC$=|OdAzE30Z^!@~Toe zR5%8>#=E;Cj2sOLS~w3BdiZE8nIB20VUs{1hG{ z>l7JVFKY#thD@GT@Fowt<(g7$W_9$+yk`lOHnTQ4-_uXT$7<=i-?1L}@;u3J+l%cw z12Tuc_1(OR+7a->2p%&2@cxxWp4P0p1D7j?z_)@jq_6nw?o;=gE;}Q+34b=u6o9_Y zwdt&xCzH1B+D+9x2e;K5c77t*1VC>R(fQ!uECN43VI0@ZJkfvkc`St>Gz)TT@A|4% zMyCJ13BMwrW6llA&u)gl;FrAJ2Fa!-XW7sMv@}HgeROpEg;);0=~Hqy7>BpMF*OsZ z{D@jt?ldXV6HV*u*5&4uAEy$H0F^~hGklu?RGNyZA&G_JA@qNmDiovv3T8EmgD&vb zWL5iEKv}jQlPr*N*C6rBilb1Aao(K^-y~0F<0LagPw7?T95cu4ccygY$pW$Td5CuWR4}NA`zIHZ%D?U0lv2U58lW1Gww3pe)DKr~yRY*k9EbY99U8CMxfq~>}bMe7(xCuHTSGe|X|t-+PvqvaLlESKIXXN`Ql zhL`PRluJ`f@ozYAX-$SF+=J3IefjjiIY`pp;f&uYeo$?!>#qMhZ2of4=kWA zZiOaWy&BZt8Kbhx-HQg@Bam7%_a{D7}I?D)nL*<{`%&Z zxwQ-~&RzqK&rPar?wD{@t{Tv~W2ZC2T+fa^)5fp}V9G_-w0 zQe{r*8R1k;3>up1xn~{>CR1GSTTt>VD(sqL=R5OWO=iv}=*USE@y?}nli-{keao|U zC+9{p)Jg2Fa0Ch^gkewK5LZ8vm^b40_SQJ7L8XA~%6YqHUbK0QwREwL!IxW}6YRPc z#CKq4f43ZwOF63@8$>6+YQ4JsXYnOcc(EOBaL)op%b?7A1BCW0bFdZXts%`BZ1v^* zIS7!w`lF8f06)E!UoRP)S3Zm(gI<6%gY%nL9|LMu8=!bXd>pmiixnHfw{N2#qmDSx zyAA~}?5l^=OR5vs?)kL=Cxn(>8SAI(oia%9H&&(+xHL0VlWTYg;$m@`GV9?~Ngj`$ zya^!vyYa}uR`FY+<!#ktbZXpIf_o*XX%j^$75+7lc;C96|V4qFPvtZcL_4+chG&irJ!DC^65+vQ($+ z>e}{4EW6^#hvVb3yImPDos3pwq2iJVXA2bK$Iib< zK|!t-5Yp*>KQtfFq{!6f+~UdB=*SYz%4{j>@{qJdp1s41YUmeej2MgTt_Q}9u4m(7 z2XVV+#oVuT6ctODgWf7w?qKoGa|L!eGaaW^m%EGYR@GWn?dqEaF#T*s5zuHZfPsA6 zU}A-Zmes&sW=(aflc7Q0aS;yLR4M9ew^)4<@ef0o{i|}ny^a!;%<6|a{ly^5Z>lKj zIGE-KkaxWdwU+culeQDFzClmOozNI@8$ESMh{xd_@eGpEP>cijwbL20u5x0EN*T|> z1X6yah4pH>x7y5-9bSEE_NvEWM_M91g?zBoo}A*vtHlaYcr`^WZeVUa6Ft`hl_)@> z(`W3UXFV{_q?vt8Rno8sbk9`W*XK5n)B!)!2~3YJ3b+TmhU{_H1CL-@k6 zo_HoD^uE4MK>n>Q-4%5ZIdR0brN{?dhsjxT^4JmOpOx7(G^S)mX8K${`cgU>omsvu z8-<>bjm?yzRxI9`V$BxAU2HN6KZ|R!A)Q+7O-q*XuF3IPUw80c`754UBjGMy3KK1w zKjsKS{R=6EDjG}<+!K~*Xia+uzj zWvXM6UKSXAz%okMppJdJ^5R6*cZ|$p~1v@5e|9LoZz)pbYG1O_IjTtI!lVm zoZ{$&Hs_i47}IN0)9NHnMP2STkF~v>9-}{&#OfSJr7#z8&kDr(j0OKAMXG^Q<@Bp$UZ@I=Ht1s9LdwVWx@Y! zglZ}EsE$uZiz#1t5Oh5?&@oIEb|rRc2w}>!wCW>}4Y36PA;2{^NsIAh=G;(Sow{R7 zdWdswmKh#3`Mw3om06WnhDmc}t*RwnD#k*O)hXQVKBKiSJgwHAllhjOU8YtecunJ{ z(93R@Yp2=GCrkeF+%E-5{5`DA6HQ7&M|kClE|n*ZOwzVGUEFQ|PP3;<-@kIRR+8ri zbWg^}Lqnr_=v6QaQ~(IAFaCk6sG{NS-A0e~7TYm&YMuge>DwY?dn1u5=3OF{Ku=Cf zS$>*g`QU7R)S`ruHa7>zCQ$kfJuP-NhvLry^JVkmxfyRoRLU}&)5;}8uq06ct5Hbi z^Q3ASJWA>;IoAtFXE`31bQvO9+ClHt+~q#RTz;Z8NW>HZxKP3w zNBqFlr+Qz#y*8rMU2m9Jb3B}i_odp|0uCL|nV5LB#7RN~RDH8oAI@pnsPp?L603*W zass7Uv`F!?@gTb_oMt#Frv*gcY6PHDicc^mMt>tmJ;myzITNk}^!LgiX`A9XuhQZ0 z&IFTzv^_n2eXTSo{~O8MLGO*d3GGcq5MH|6qZ5W>Kx9}HFYd6<9b_<> z6uZuQPS3mt05C#|KUwgWX{bU&p)z)=bjeTll!bFBx0n+%?Z8EO+LZ+z*Qs? zH6QGQCX?>^7By$ygCYQsW#ISb{0)Ld`TwMR|Ceie2F@p$==<#m=Ssrugr#IKPe+Da z=Tx+y*TuEnFU$&s>2UaL5>0=Q7Syz!!aQ($5odIj+jf~q5-*$19VyUpe6C~|=}{zQ z1HCMko}=X873QaGUBnha30Im<3XM@?X%QGGJ|nYY8Vvo%2Nx@=M=Y2FA-l2W{eQJ*7yYVcf|xGISp7OfR$l%TQ|p0Gw3cU zr0y3}1=JOb>uZw{eAuzXoUmK$OpHySc?m=0EHGwItXUl>I_$~QG38-{JUFCMT_k zn168AdG;b)Ig`Z7l(K<3vHliIXf<*etJ7z|Y{#z!L&^rZ)#ohcMT3%RR6KXM-W1yv zK%Ju9d`aA@!o10Vfv|fsp&b9C0Kx?X`MemUhHznhX*)*zG>p@KHn*kEg7j#4Ouph2BNidJ*>~ zDt>aK^PHu~`%%@I`E(y)TU98Zdr{^rIcM{RcJueYuc!@T!M&N5$^28&*4cxxkDxfJ z+2fOh704I`(t1cqRedq{t*NJV%3es(b{$QvjiWmDQ$V!7Eq&4KW^&R;8p_#kK6HUK zT)Gj9RA=!W}@Ou_AnKfxd9AT&GApUZg2K{D%}UTFQMqJ z7K7&UmLjn#)YdwarXbIg>rt0JPPH1MdUamHip&fVy6s&jUcA3T>}O>qlAxV!aL#Vw z94;u=kkMV`9=y`}JP93CE#*D+VQr(5Nsp&f+hSPSVhdl8{b$ zXi7WS3qD_R<#evRhvLZTV6u4?R6i^*siY0>iDtG~A`8wBc*_!HZrynkP{koF!h^ku zG)0160nnv%DnqbO)O$NCk3xQ3b*;$w7Fs9g3WyT{{ZwIG#{j*OTJqjmTGPsIT6~cCsi~ zFn58JLi1&k`07*}H(f8hWpHYJ?Lx6#6F+bKxDSUKP17q1gfUFOvu5Q20t3xN71lYf zc(Y=YYm_irQL+-i`}#Ci!{#sehaf!4&k zvjPMCVMxrwb0@Ad&vr|8k+RnNzvw`UJg*s=tA= zgDU2Ag6B?^jUQ#fP}(8cqp6NJ0by5Iv_(^wp!mm8scj}r5qjzX0ck8T9c7calj88o zQ@PlvYP>F3oeb>!AN^xPRn`WhNKreIR(S4GhgRf4idBkl13|H&@sgRf!u*_Oa~!GK zoZ@B7JWEhwJQjc`i507>>0%Y*b7{1RRfq-gA?%<^6CNP@K<{~A=({Hy>%-E>DiAiiQv*@BdANpurYS#3n$!esR zz)MxBBDhEA*Y)cf<%L~sU4i`9H z&Pl~_zOJpN;4$Q4rK~`Cqs908^z{8&guvxvE)-%%*2zpc&zhyV9oXHDoYrzP)k2VI z=yK$YiRrLksPiNC5i^PuKkD+W9e%R%+!6|QGaPLCavbZ`_`SC?(ywPtRW7Y1Yh4OO z>Ktz?&C2$-VA1P*9nc^Nv4C2ursK_B%b;-02Kw{5vIJl+|HiUrWuQj-LVqjjGcDi1!Qd&OX0Ov{77oL}_749{4$wpMSgLYgnTrFH+E%x=5G0k&TUzD3y zxI&rr?47ui&HpBuAjD6|DZ(;zi2oV08-rI$nyp zvd{pn@q;!)5w^w=UuL}r<&N*`u&b8^IFKK&i~N5jE9{mK6xrh(rC4MgY@0Azzk}sR zX79c?ljM{|?Q_G@2DltVY-gWFk4H#?>TbpkX}ix4pEK!vEd(4(8@KiE;1Ml_1dlw# z4<3`lh#%WsKWMzJ{+^piYn|8X)^a)}v=k5E-Sl|q) z0RBvBJmQBzt(Y0*^b8cxcH~WjYj7is_ucit=K4M_sb8g|X!Jv~+ZPD{2w3yw&uB)G zW|TcshX&l9xtciX$Iw`>PLm8`YJSsjY-n}%rq7>q=PQtWXiYAZpAIhMyKx!?l)fv@ z_ku;pm6BufHe@*IXvc)Y;vQ>K%JsB(CMx{@1HXqYS7%X?A-L;tN%Q@{la(syAdY8xj7x zUarq~mBtpXHN5UP!c@=aPAM3fZh$j9>x3Q*61Ce;u^|)S3zf>6tk&2H zs0vK4vsi{g`Hn*KU}C@a$ejGeP$2J#n=Y{h_FxXS`_%W@f{JJjHTFTd^y{5SXatq# z%x~!)Q<$yV!dd-!gBRa1*WK`dn2|vRE6BN$A4#wxqf}H=#2@dkUC`3YJ8o&k>t#zF zXcY2AUx$XL5^W3rcws*hFt zjK50E$qCdCavilH4S2lyQOknXL-k@_p;sgoEjys4 zsAv?3EIl?B1Zks1*h~+BC}|%L*D}aE6)vwsqK3=Ms|+qb&A0=(rYI3|^+_LL8`aQk z?+Hp+b#>o-P-okv7v-)hxxwks0RZ1!Fr1T%34KNyxZ+N9csDErAilTQLoK141_kjd z9plq$UTPGZ+-QM^w@yO?f|Zirh9%B*@dTIaklp(KV(JAns7m^G#+X_Q8*IOgq5MlG+d;v30iXN~psYU~#V!!WGoA8%P_Em9Q; znbWPTCBdI=?KpDrj|VsYI3IF`E#+;9o$r0Eok^GC_wfDkeA}L)_dnc8-ydc7#$2D% zDdV!^clm1P{SuVEVsRMcXO0bF$h z11mxdU>v3nCC=0}rsdHv3nO8|D|3zenM_vf1$}a`lY-K zgZlz9Yirtltio-9#&){jjG zPzv8mcH#Eda$P)8;Zk`b^|sMGvCC_zdeJ~WqgNrAfxY}87yEr%pxatCGS74 z?!USC|K{ZeSskky)hPGfy{A?l`uqDUu_lLp+#bVI0aJZZxN&un8+m`=#+w_bn7yZV zu3dN%`$ix`gWJ*Y%agxmqEyzqH_lSx$o%WWB&lr5(EvuvN`l?L8c<8?Z|Y;QTh1z? zs;dL4dwfn$_OpHyimUQnySO5D7*-)({?2-PeTHBVube}AHv?n6%Q}-l&`V2j%Y^Zv zVXFf7AEd8#Pe(|1b(65PTwd)tbF#=x@>5R78oj|U|M{&q3;$+}`tG|w>UaYP1iAg3 zoPOfxV=oVNKY#i1_x=0#n=90xyK!HkzfgX4uBu|E1jnfHK`b|s{_9(VkyjmDTXqHc z?GgQ;($-%v!0W|1KlaRwj7FE4`8K6Uf$;F~;uS>^^v_cC(RRFH#kkD5-(=YrW^&Hu zvT64-WYBxF8W#4WB2c?1YZxE zt`R{;yyAp1+DmI<8ux$LpW}42`y%`7)XQHr4_aTob}hwcJICz-NrF2gG4W4gl1lJd zO}2~4i%DY7`ikzYT6QYW)_9tj2tKI%#nifvVDvHy+p83GE!O{%m3BMEoFyX_iWA8> zBWmoEUX3?NN`wFiFJPrkNfIu z=}`;}&lH}F`!m@}zgru2^IflbEV8X9(ygzxSse2nIZ)r{>sWOjO_GV@R>tQINl%vB zEfKtW|F@psrcT=L`};&3o8wRXFxe#&n_G1qIvXl%D(C8bNx{76%*@Oa-CbRiFbVJq z27|doOI(4`iOhFyADhw_>loJx$A!9QS1!ICBxEs5#da}M{c3k?-tPqL;nv;!IyY$C z3j;D9hBY()TlEEU+eZ?Fo2z{99%R-+hkIrM+C8(f(!jQQ`F34!Vxp3FHBd8O*GN<} zMBK1tL~s0aM}7BQ!7sR6lm5z@q$^O-`x5BalcAAw3JC3?n3gV51!J(>W{XKzLDG>30l8Q_#@5$Mxg6exfQQ0OeMi2HLdRMZUQhEE%ae?GxSSsu4sPCd~JUG zH$erHqQ`1tRacR6*{;riKj?SwxD)>KJfGgX`}e4g&9`5ak@|by%H~r7hq?b|Y}$P4 z*Pz`=|8e+V8hpRCv~Iri=L6Hf+i*6Y`lB}gZxXf5r+ypm`M>zI%0R-OxczGUGmpGe zSH5XOSE(&IJ#7nR`g)6QrGvf)Zl%uqKW_iBJ_M`uhn&OYbEnxplv@tG1Pi;T<+#FV z!9#eTmS=Aq|Dl1C z!0E8_qFChk@RdB6W`U3r4WSjdG-x zPh@JRUCK;P{{V#TD8y|^^j>#OkJgKE#x{87)*%xYE?&5B!3|Dk9>ol(ZC-$h3p(&j zi&r2Q>O_%3@AzP!U1D)&PEI$>Dq4V%i|5A1#!iTe5`ioGfNBI0UZ4A|Tsh!ih+U3W zO>MQ9Z@H05FmE?7QSW7T8#BY-zklDAr6Xnt!`@e58vVJiXBk5Qfr~-Am$)s?WbC~p za|WzXCo~IO)zRV9OSn7FZok%(Z@NPAX6k@^u+u=SqEfUI88daQu;NP3Ae+i#Zei1=xL`xYUKNwmq$FL7sX|YSJP- z)oU})hyN3s^hi(t8Y}2R1s#@s2?QZl@17nxAtt7C?OM2K_0lctp~~`JT5%W3!#?H4 zB$s0ONyotF$b$j?^)ngg-H8Sf1Yeq)?iAMeLbD5YIEYbwa4Sa;`s2g9fn@lh0K>amdKty>E;aopA!a*gA zK|nxS(&1n4X*I*7jJxGpI|os<&1O?H$rvl4$YOl^)u-4~M_V^ugHue^(-#wlKO*em z%rwmPbB|Xjcl9Zw?~5gQt}a^k01uL|7Go?K|RA|l=}3t{xPl_|yJ zFG-U<3J;vT@w}iwJUlW|MP`2HuW`h>K+U6lJWSnKfw@u6;Pg#}sPMLTWoQ>W(~Ji1 z)$QIRXnE2C4`Y0-ph1&M+9nQSh;%pzdcIjAM%p$3+A`8%%(HS_^65m%sX_n!!bPCi zerS_An5bUiOuOEefTqI;wxV`-2ij28hfbStO?;aY%OFWPutPYv@+Hk)GL+yn zn;9A!x?``|0ZCGeG&vj87;2SSTwENZ=t*c*m~TF-i55l*$l`aPwBQ*0KpU;8F>;TZtm~P!G|XqxdYXVL)efz4UOE>Z86sOKs2VgwDJsy z1mArpVV(9YaH(@nB!v7b8JPlt+6K#e@inqYTA%44I>{dq0Ry`*-Fqjo8-^C5TcS>% zsv2lM4td#+lMt33&{>Qx8mVxu$)CUz}PB$Dq{hvSE1n^Y0$OTjLg z6?92>2HN!gRs;_@4Yq!d3#LE@G4a~VtP}a^F10n7(Z!$}{ zV-_j`7utRmOS(yraR#|;fxm-Lc^A3ZO;P3F$KGHKlXxzL>ci~B=OX}?IEM}Z zod8#>?7feFW@TpD!`!kc`hUEkm}j7cPbN*LZs; zgqbCRV)PkTWx&+m_IQ_1kEwufz-b_DO$q${ar*MqFw4&$U)#KSv}agD@yRJ1tWF)q zo5#z!S0RgJ)wRCP1CG#7bAdrX;}`!C1C7d5q2a+H#8*8RXOurW6dk zdAygqN)byusdM$}Xvy8)P{v6_P0u|q&qnmq#>2}QP%WxDlL;Y~U=tXK64}s9_T}uI zZ;P=%A+hsF6fE?YzrA3dlBL)=X)`J%OPbmH&emHDP8;#oYq&~rZ zdxIXSr|^zuAucm3D_+1E#_C8`-u`;L2~GQfmRy%)|6 zup->w*3w;Kt*;Sv>Wp>Y+SnIiA)$5fm&HlFGi$1yD>Ndke3Ag85|WFuGC$A>{1QrhmeTJp&?Bxr}xits~`$Kt@?v*&h<@@U1Ya)~F*< z=}4>%a8c^=ZQ~1HXRcyFaqHE1Rjq(bd~&T>r{`WXHqI5&PL*`?1dbN_)+rdk#paso zwWS(}h)L-}{dHTFlaX*_8L@dAFMXAVr2)31@`n5tqF6)ISATxLLV*d>%DKCFmSFsN?Edt{lvpqr&TY9>@Sn1g3zL zp?kKJjE4wVS?LqnO0j&AMi#?N!{D5xc@V|!6g5ukz9ON~-WALKk{p}zu>;^Pn4!f` zw5vnU3R~sWtouu>>Fx$EwzV9EI}&P)SO3(55?~n|Ao$v*mN5eMB_c|Fp90*(BRpg@ zKi=@%&IH6)`fCDixOi{Ash_|U%r4td5bp%EMH{b^-X*6Ph{SU@;6pGaa3JMlz2e{t zMHfAT&mnJtl?Z#z2mr0GE{-glc;mCCTO=8$nJ9pR~WQhAjgr6 zGtI~T)OfU)0uGh=uO!epjaqFR9?+)3Y6Q1!)UEB2J84HK9BJbrJvWzxY-Sjrr@g_Z zId}MpA^%0>{6KMql`ZaS6oZS}P+yxm4f*Ihdi5R#evd%pTYQM-oPP0x{!-gSSo&1x z^F_%=xQVR(ZRqkq5)x*vJF!UAP308zz=1=c%2L&sw-vEDp8csEd z)L&$oBx*=_Lmj$5{;3aTZ}I}Wl=nfx191<)5RdGKTaH-$kO%mDhbb*^ye(@V{IWau z=nJgb`|zJOyj;-2vs@zP1w$zDG1arAch7`>G31{_*XfZggd*wq5Fxmw`A)NX@i2!< z4yMMTOlp4$JS?jP137ISzBCF-Z!WU=6@2-p0hEV0Y~+pOp0U@R;o5j8ACmYqw5gu{ z8ZGESA!rCtDI0R27cSRz_Qb$b@cc27x*hdUs4=)98+r?td}H0=fwZbTP_g0qC@bch z6ur_4P7o6kvUEC0*Bfw-x?`_U&d#fl4%%{ZG)$9N={jEF2w zeNz+4W9i-?i~t_iB>HHIPQ<~&ors6I7colSUc<+x8U?i*f_UiAHf=Tc>8;y%^qqxw z{K1olWV5aA#267TQ&c!42?)-(0fxW?4#~ zs-6Z-B!JJy&ioQt(>2-{X37wfCL1775E3}V#BibK-s}Z}>h)wKB{toerfG8Q@Ka4Z zTthnGOz<~};7BQgC;<(lzhY$UUiv?Iat(%Ol|7zl2MdA+2itt@r&}1z<3`$`@iFk^ z%JV*;{wnDBd-3;7Y%ab@6;^?@Hm_G;_Bd5N`Xw^KX?LzZjZ0*#Kol_$NyP>SDwNft zvz-GWxY&3eR%=KC{0?yEHlCc}0#_{v(TUwzIuxb#5v2vV(^lX(^_AI~*2%)>pBfw( z3l*js)(L_s*w}}EKZG=)>&|}lFG9f;=_#>}wINI$8-)3Ua?lQ`r_i?HpM)Anysf&k zG`563o;M`Rw?;s4&K9`?)t#Cb(y<`(C)g81OhdcVMVP* zM;J{HiQWTS%K>bY1k+*&!*2;d4dDpE>O-0Sj}Sjf(UI^&X>FK;8=;YzN8UDQ*T6%7 zZ>~+S|E&QhW>91iGEJdChN1cMu_*pT1Bhghs0>`Zmq-r^0Yd*`2=!YM(E7k=<8S0P zbriy{{Wf28mqu5B7vv@I^Qw2IYIK6yIf{YZy8;PpJg_KN_NJ-jSdgo$K*JrIFet3~ zEaSG2j!41*h!(aa!QKRX{X7VURpKgqIl#O38^h^>}W85R){!owiDR~!q>Auz)EH#P6qI-Y1!H3r)tEe0@$pF3_W*j;BkJiC+$oW1$DdmVAXu9 zd|#f4kC7++nkQg8yEQ30Rv&9CmU{q#+$alPTi&yk6}Q>J3h4zHjydM9*HeDdA<*Oa zdD0Gk?Jo4W6Ki^J^EZUSem?_0TnBd=ma-B=noHt#fSfZm8%iNkdyOT*7UXPv9Cp6} zNw^hc;1~!9so3A0WFZpSjUO&F0uLQqp6wL)8wHM$OleQ@s|H(O1=02j%nm);JIggC zzHy9~lUxstvSij*F={d6AXFX8**c)e3F^qF9ddFI2TxR66a>vsjRH~R0BC1q8#;7q zNKXO(f@N77+>3xO-)BR01oz_u;(MF{FlFD^u zY8B>qjz_7OLDC*CEzIb}9H(8NIF<4eh}H-+QE`OS7jOU$v;0V^FRI zwzd=8$9Y+L_RcCJKMuZ#|qR+8lbmNk(>t1#FdhF zhB@gm5_f`tLjuv@qe6|w``mKadE^A9#K`aJe!Y(GVtKNdjBbF2edptFkYoFW$!E)! zZ-ls-AW_f3l#F5fa&`)nz#iyhtd@SVd{1T$k`bwYChJ3vzi4$Pg#V6?O0T7w6%0C%Kj{Kf>=(PEB|B zy}DG4+%l64?C1$l*M6`DY-)xhJ{*c4kkkYu60z_-hgczR5Qj|I%47mIVbGl_@Gtb5 z%!*+b>b)%ouMXCJ2_G50>2qyL#jy-`XMb?OFr5Zh*yMHg876&zmGV|_o`v=LUfO_*_RKYu5(U@p7NjF*fhC zkYME8cf?=;S4br&D-wl+5PblbKyiDE*av?C_I&Gb8IP>}8~S8>9rEJ|K1yH^TvC(c zRL5I7b+8}ogxo}21q^_W6DWmJAm4ddf{);e8`O9)^$y?p3P6~ge|Nmu0AV_c6L6+g zF?bj?A6*tQ2S=cC|`5x|_WHTA<1D9IA%FVIR7)b1%gpJ;AjvBt6 zYcvaL!Q@yNt`&j>v%@rCP!9ZgI1VLpaH?Sm8l{$0!2jz?&j1zX-8kS!n35(srNTDCf4tpqeoDxz#IHil&lq zDyiV5breT{vwtyCMCX|ye}MWGMnE1+%E-kgH${NqzQ{RhWRbG<$HaV9Q@M+CAi#9x z5W`mRqTR|6gD6s+i^PRG+Fy~YO^o%o=#x%?&#_xL#nKR4j>9IpVNl~N%Sp!P1LzaL z@PWXl9HQWg*FM{&D{mt(ht&zt`qDaA4f(UxBi5M$h|^Mcr|P8R24K5sRyL%-PJvtz z_r#XuGW?KJd}snd>|p`aS}Cps&@FuG&Rzsx9ivHl*n>>{2f}M#&Z&nW!du$ovX<6M z^QH*PnVx((@VrsheUcFMs>wUed;kt*9FLsC#jNW&h}IUEf*PiF0Mi}b?$?>D=eE5% z(HdWTw^tnIntFGz*4kL-TFq z0`(M(Q??b+EjSM@5z#U&J{5e-D&RyyoKqwkw(Lm8yfEJ>p#x?N@nV2iyO#jOsgeMG z&i3S=15T)`ApH)2VMRBGe*r6sh08#Eo^z~yH;&jF0=W|6M;9fZZRE9j}HF9p`p9N#+wl>#rt_57N=dj5fz}8Q~pb~9h(DdES zor**PY7r;fAv-{q_MVqMa&)CI&;Ei)HXxnKmjNw0C4OO0BKb4%J@|<5^BL5}Pas80 zc^xP#D=SIFJVJ7Wusj}HY*P0#1b8pnSCIe(1^`NISPeK-1cGl0Ltt?X5uKd>S#*Xg zjII;v;btboFb>s71N+B6?>hJ#+^cB_(}_$5S!^QCYq2m9Rhf&#o}d=TAQ$lS@WC&84b0)bfJZ0~p8CLE zO@$CTlZ`pm^UPy{OVOh&tm{*5W0+uUbMd|5v(gTeAAA{W_QH{_qeekiYH?3(zJh&=a80ph)= zK1EPQRd8Y)1D_G?0prLx-0Ov8=!QLn5mf`g_SV`68;-c(&rE#k2mb@qMtL@Pw;^hx zZ16TPejA{=3m6B4{(j<;64QZ{Z>j=&Ox_ttIm&+7d#nu5Uuk#Ee;n2hta0l;zl1%? zfZ6o@KOfej5dufURO@5c3Ce1E@54p?@gX#IyU9bXV@e<`?V-Psp5x{qb_Wzji)4W* zp%;8W=>a;vx|Kqvu{w4bVr~Hxo^M7|G!vDLv c4JzwLmlg3A)nATm6oFwbTsn_Gd-JdV0U*jQrT_o{ literal 0 HcmV?d00001 diff --git a/output/churn_lesson_L2.png b/output/churn_lesson_L2.png new file mode 100644 index 0000000000000000000000000000000000000000..0199e26bb8c870660a946806fb9eaa2e6942337b GIT binary patch literal 72934 zcmd?RXI#{07B+0z=qf=sCW?wkj01=?rAoKNG9sWLAYG*iNRcXCW6(rIbVhm;r3g|4 zq{Dz3MCvG2>L6{T4Q1$Mc+VNKuduuChxfzt>2ZJiBf#)4_kGHBu5+FH&+}@hIXCa# zyk^ZBPU4wgHP)=*$X&B${qO(W06#f=-17r`k##zG$w|}B+{yKdgV`F@D^B*;?VPS# zUj5m{%)!yp&Q?NHT2w;#=W9+*_KtF5VmANp2Sn{0EX1gjlu5YACi^qGj%(I%ZNvYs zwTQ0OShIG`8se|VF5Zk7YIln;WG*U?HdUGO3pM|9)3(31J(J9?{Vq!@EAHYjCFs1$ z%NIp1fsIBd6Q5qIAAhOWvQ1wk>!Q~6?dktGCcN*@AyQ~n8;#e*R@|I)?w9fhp>*b0 zZh!|vHkwK=q_)YE%kDI}(MZQ*&i@l0<=_7#Gi&=q|NRYq-L}?s#kYF@T>b4o{_p(u zY4!Yw&r*1EriIuTvye46=+++>EPkWwFFxs z&v^JFa*Kg=)&@rxt?}DNihb)Z0D%2&YQwv5Y^S+JO&e14db%~k@ zC!?0y9I0mA{xWK+s;ahyWABGDsY=GV@q?)aqV!1D4lW}BVvw=-tisf16F&u?xrzQ= z%HE#u19+nYlvzi*-}_gd=Jk5ARcYpDy#4!!JmKjkWqn1{9WS{?mA^i{<1n1nB>GV0 z(m)hE==F?pej@3x$@^I2VsDiRPkf-wLdlQ%>k=#$C!44oVuho=jp0XbT%DU54#%Iu zBhHSRIg7bxq5TEAF7ZPmKK=Jm+x@y7@Whk9yR-zn#Y0vwdT?urJ2q< zLwWS5P-z=I%4CXN@94X&R6C#f){7S}RynHa>gql`()Gt4&(Sx##7)mkwY$M=|_Itrp32|gz{J-IZTrAK%(Y@&(b{YT$F+=nP0WyuRnie!lg|c zlXW?qDYotTW|Iv%)Yq1E;$CwTPK-9UACip3;r{sx%;=@6tR|!Iso_?tW1BK-EPzlB z23BmJTO`QS*_vY)ZRpa>C)07$#K?23v~a4$TGwl`f$Kvu(CLX7b3~*XPU{`H`L;vU&|H>f?tz@{RIJH%B|cp!rYlx$!Hm zSe$yal3#Bjcn$o$3W-2l=#%kng@Cx`TISjC0`@w0R+?3X92OK5B*MS+%AvP6=lT5${~ zS-3%JN&Q$CuWCK|*(RsGHqE&BqLx-~a%PQ{)46t&V_(`rB`o@GZ`^wZ{%meAt@uOJ zxS8vRefJ2&QxA4NmZ5n%rl-i;cb5FL+4rQo!ouh~4(C)K7Bd>&{AQHrczNN%c;ze@ zg5Q^^jEoH7;)QWti%92;(jEFerGBJewA4_V?IAzd zdH9!{4tHz6%{j`fnQqyhM<>SV%1g4Xwgoo)=Ryuq(_P!0bx1w)v?Ugo9R2I3=bA=F z9kFHpG98y9a^Qk8mNg4~a2b+vMY;21r8&5J)7aG#M zrS_kC@Il>socukvw6MCu*spiL-$hap%_9h1Xk5Zt`zPrmQw1J!35jL#%*7_|W z^s$Y5Z~hGKu5M{*nGGv&GXL($!^QT!e|xnghR_9$j4RZ)uay}iAvO0?g8V=2$P z**cyXy(latC6(9xP~M^b!s%+)g+e(ypAOi~C}A%{&K_t_K-XUh)1uB%Pa z&*?G=H4C!TC=zKl54Q;_nrab3v)}8pFy^^9XiPN;P}KhZc9R<;k3PP@qzVuro;=bq zax=Sa9UK&7o|4t5x6Mo}17fE%8h4EXvq}NB)NLR!Ap@=`wNvN9g~y_X`9B#42L?)g zracjz@RarEmJ!{^<8+>6I+&7E)8R4F{xuil$80mzn;pGzZ}3tPu%#RZKBe1rs&a31 zhh40M&ni-xRO&8^h{qCC1;-dVZpTrTUplwo{s?a`7|Kv#EsppIByw_&6fd!M9lCrJ zRyqQrxqPsZyJfsuWEk(#OqttkZ*X0X9qpu?`n@eY;|a=(f{XLhRB(+Th)lvYl_6=E zj)+!wN_f2{E+~OpyO#+G36bmX9^m@vCkEt04EB7QU%3vsPkc?z>kCue>(h3lOyrfy z3dPfkru1Ck z&lSc$?4MlMp=0djd}F?3{nqQXEyJxj)T&Skx_sYzZo8@`%2d`#A(ms|1vfIAlsS>Xp5rqBZZDdCau>qRp+KhqA@#$DtWnkPZ!X7 zpZST-9jD7fMs-*iD@y=RBa(<@{sws#Y?2u`K_x_K2Z&iRUn%mAeN|3hKgN{PJs^QP zK<42m8hOuR_>p7o@u-odvwe2Ny=F;;@ zX-xg1f5msZIQ)%pW|cT|k7Li{(|vH&>#vq(x&x?VWxU0N%IBervV%e}a`uLI~D2r<&m_5aOW-HHy zit}w%ocMS=%^3DjU1>JfC^t>CjpgQheBVZ1PkVmVuqRSY1`-0%o(@Ib7!n_XS?;kf zS&OhH%!%blRg?ku=P;ZOZdP8JrJiKGHrCY*y}f>;Xy5%E#T6A58)Qy<{$OTi#^k&t zb1&w^J@bjLpWM3s6v$|?dKm|cM|2n~<+7-FB1k0pfcMWf=1`=lQU`^EGW)`;`v6{) z17xfH8bTtGx>{5>y^+ys4~vV7WCD1j$A+zY+hX0&4pYH-h5!hmX=T&A=M?~7G+%q}zne!nEnLof zw$gZqvL;$aqrP2HSGu1V<%ooN)rYMw3Y z;Zdpd0G|aDQcs0Y+PRqX*CsBwdIbYCP$;Wc+!60FkDf~{1EU}jeiTrPpof6pW|h;! z^Z_(xzTa&vTx$Xl#P}=Ie~+v<00+N`OZALlOs4s+Bb3j3nH+!01mC}Z9~_^j*=K3d z5u%a+5p$ve7(S7d<~3|xnxCK^-EpmRsl__28vK#$GThP&*wc1G0VCE>bEbsH)X??3 z-XPh|TkChsE(${ugXfJPluB)t`})+K9)F{d03eq?c-gPPMfW9B@v3}8q)61 z13;zqL=Tf7?gW_Tw7aMPgs7u<%}?~#2>|-Cz+ft7-+@pDej4vJKh+mwW4qyG1OfMdL&z%Q&gG^9#pZK8e zGgs$chUQIwU8h#bq$(GmcSb8J2@c)DcF&`Jhpiiv2^@@!1vjzc1&6&}6Q2-cp5}4B zh=>6qt)O*kp81`0%=d?H$;0cOk{`xc_4S^;;F}W2}t#3><&TbOZyT54=n>+T0-QjV{xaYRFZor)rpR{(x{0(@PhjR36k_ zerXUAdaj=C&s#q@P4n?_0myLu)te2aCBshyHODci6CFn1Y@}wYOxC)ODHuPPpHB1k!ZvE6qoCpEG4cn;yLp#x-gXRt%A>2;DwBzkgUB9Sx%#Saz$J6iJr z$obi%@byCdBJ7ghVOubq0axM*P>ncpn0TM|{Ubs`gu_{^yo7Vw9I&n;Q<>qk1%81@ zr`lhd@(A8Rfq{Wok&QVUzVcu!a?IWRgRj5KPfYY~t80fFeb3F#+q%vTT1)^DJ@uOE z)h{kQ$5>|u5Uv6;wqb+}t^_z8(Q1jp!bBKmof-;BLt(njF>g4#b-Z|KQ4Ely{*4;M z$N;M2puB#WMsZhDUYtmVl^~J;VhO_CEcQb2_x)al++&egi5_la!RpFDPP_&%HtSrN zq~N=ITd91(1|%+H&-Bm3g(hVW{f+FP9)j}kWg%o(+1@9b8Sl2p$HH&iShIA;3c&OTLDYFh^^+oo12)QvK+S?rvL&X>nSBh|jg5on3-GP1&}Lh4g;E^6qY2Qqn+J7p}O_yrySUb-2Qeo~XTJN)+36!y{;6tieh|78aeG2P69q zuEGw0=HswOB4bR<3!EKIgi`8NaO#Y%`$D3hb`Nws=Y#c96Wrhyeic%>;7^!9@DntGrn0^ra?t7MA<8O?c+N79$*9f zH;~j}7fuyKi>dy|f9}BDdITqciG2?2Z3SjvJaWWSU@$pTt;1`&J;I?vuo-HF`##pd z!ce+s(NJa!f!&MLv}4>x=B7?vImPu(4Tgm-|L>a&T@AB8U-j!s_m^%tFh5f4qqI0t zx8chKJ<3BA@g2z&7O48wm3IR?w5xt18NEUJeE>;qPx~&O>q>pcFyfU*Szr@9Q^eBwEN^h){EZt z5KE5w{atZL769hObgV{7hT>@!mM8avHBdQ5h!1!Fg9F~Py~_nG5eX+PZCyS^kEtq$ zN|9iQin5DylPbmDix~q+FXMse>4$qX>RG20!fv6Fa{nX7W8&*$SR7@{J*jYm?;58d z9PzQ4rjrzk9FrqUOavpTIW?;2j3ZPibdLonj6by66&Ibc7JDG5884Y%oJs-I(BX4x zsd#C=_yLq(Jn}B+-?}58AqxZ&`kT^>Z_tpBi*#ub1W2cnRr8&$OS2i*TY;~CPC+!-U8Ec5NUxE_+5>$OI0{G|7UNlIULwRrT8^7nyfW`a<0rC2hu%OPsGJ{v z1#n>J)Uic==+STvO$l>XYHrtk3^mNcF$;(&FS%^fGT&_AHhu0dT>)hs8Nx{7r#z8Bwh7;aT6rv)u@U;U8(YB0 zJ!ih$Ln@#**qG&eqSW8Hx*aSKs|SQEhWSpG<9dik(bNrq81mmc(wL%eoBQRi=ftPe zrE5G)%&Wr!%gF))MDv=6<{q^-fYj_>7q}bFypD~HB@PO2LI@W0xy9uD10rb;5EOY} z0vYh^bl{GzA7TI%@PSjN?GdBx=>UA0|sS-3I#G} z0z^q!piUrSKoBP+HucL}w&ZLBhQ}*r&Dd|4GE^yzR1c_ncDG}uRfg>CDw^B*n|ph9 z_`5q>l|l%R3n?TZ&7|baBb^%sZI$PTGD~mGL+H_NQwIL34SbDh@Vo}rJ^~n?i_4Iv z3aYZ4Ezq znUtmJC6+O%C&c7oIWi@`)@VWi_FkOpE#)$<`tW#vCdB*%3u+WcgexSgUa0XcpO=B3 z7>b>5xi~+ZV@xii0I>4kFlA8_5gMCqE#YTuXwjR$r2)33-0EdY_J_gA!KSpGElY)f zeMQIf{VE};M?k!j!4zX#yg2p!o+Gb5-PnKn;W-jUm`XqmTm#JMsa89&+7T7a$Q$o> z$pRqcvZ_he&Ftg;HFf^(Z@{#f*Txe4A6ho0wjXbo%zS|?BcU9iC@q#-pICBzr9U4QJaeW{anik?Q98^B9D!czCb8dgK#2t2V>Q4&FMCYY17 zoCPqUrQthwOc+tU7JRvkLM%#(z)xTo8O)pmG{PrfA>6-ALDXrIR{{XjRs4fYoBava z$Pz2l&J9)}~A0OLx|jnFWd0Xb{>`PG$X zFe~mov@7>`958qfiX*P>R7o`RGCqKw_A#DKdL$-9g~eub&p>o8zSOu_Y0M&FxcX$W z1Q06|-qr$mAyEc5a5s&YO#HFyKqOU)6)ONf{_s$q@j14pzWU1B-!~DhAo zkyyTt*EzbtEs;YaCy@J}7-TO3YXcEn#nQ5SX|NL(?gMUn?3AN@ovMsT^|s(Yu*J|` z;2KSTE_%chHlW(E3e0pdPQ$u=#8VS+OoN9aR0RgGul==gDzK#?NW4S5uLLg%%b|G} ze3DXAoUBJ?5Z=ra*$i|g3~w2b0zTD;R19#EC zeq|iX*R9G6_BF~&3wwa^n|z4O95JIxyz-}M|GkQG4Gj&UQr6m}7Tc0c^Xju^X1$)& zIxrf*?RA>|g>Ud{s(3b-we?R#N?j6XCVn=b^NzffBgr1N|iv z;w3*3Nht_3USB4|tN_rVadQu)ag2(oX~v%u^xlyVnW}RJwyCbimI0u0@VM)C;}$6T z*!hGgP4i^Bc}D>s8Reb^U68i`GjB%So}uc)%Jt38J3zwiMSMl-L8kyXaK9|Im^F9x zKrUQ^c&w}OMSMIzF#}R89k*;0cc4U4%OTW6z;4Q89feR2i2UMmG4CkD^1{%u((x9H_cWj&?^z071 zczIQ?2);i1DZu*)yhbwkJ}iI-m{xFU#uN~HIzt2PnHJOyWv2u7MiKx>lwFmj{e}h4 z>Ah~Iq?Vt30B0cf=>gQ*%cYmYkPFJrzcv3`zJ!=9ZN6h#+_E-yLjctD1s%D7)D#iu zM*$E$7b%z3(G4v?j~i_=#k19JQ7;+0$#?gCiOmjY!oG)1Tmoio$GZkGU5p)2X+#nP zJDkSdkcbAyB@@84z2uy}KEh%--TB56)rUono#NhvY))y0xh4jAfA5ziop0`N^Z0=0 zOYcO&PdHF-kY%o=qa)Lw+4R{$CULP{5jg8{Y_33AQ4 zLf^ox<7T(N0q|qGH%hl_0s)3e6!)iS_u$(BM^{I?sR8&hVGz z;9fn_f2ti05PH46*=({??q4tMc^1`tQt)VZ)z*u>ng+g#Z{$Kx%@C&;7W` z8_b$SK&Q=-`YZw$uG}7JnM3s~m;`15K7l!WtVK z#%ni^E2Ks`hCdRP0oaWp5rA_XzuNz735MQ#fi==!TX5?P2$FzJe1`RP#8aR@ZdoWP0h>_JGTQuLY3%ffNAn~o?Uv! z%Q~-MWMstdQY6+~cz$YoPH>+pr|KBCfdJd6l7?WrnLP4l6;B96AR6iNwty(gHPsaZ zq0~QU4eVZ*;7=Iy^aPjt^p_K7Aqrs;P45m+Rs-bk0P)HK5`q5pK^-kEGoYi1BtXi! z$BxW`{gmSx5_G%PzB?ZC2nc+IrIDq@VnWujPN)(Tkgx_><^BiAIR34%j_ z-<9r3psmKXxBmm;m>tQq8W`FnI*)|;ISd#Z0`j9zM8Zvu08@PhD;IRIou^pUcHZP4 z_MajUz2{qLHPZ&p?SGMl8>tp5PDlsA9RW@Ns#OR6l=}hp$snQ_6A~8-Z2)t~e);`J z4QQ)i{}@8f{Bfx^s9Q?y2s2|){rWb}J;RR2oh@<)pgKmJgMDAZEVLWK_A0vfKtr&i zKOwq9I14XEwDMVk_TX4)HUnejS|+?l8qrZ(*DMgTrhg6AR;2ol-zADC2PhX}^mA;R z?cZ^7We@S0Lk5=Zk0p}`!!21t9aV?LfP6noLWZ5gz{6jv@l1|wJLTG+xGf(CHsxYK zTcc76ew7K8Jys5w8}DxAjY5jL(XkCGMcgz}?9N}JTVW9lh8UFo_;C0Ybr@n&HRO*d zY)=r!@9-}Cj2!OR4Ai-qkkY_E4&o+336tTg=K~}X6v0FiT*Py1J7o<3v?}CIW2Mhf zB!?l~`nyB}DZDu7FC->LMWnrjM~>Z_MphXgM0T=XlT1L$0voo~(*}r`NwF%yqEIW* zNO@0pTm}qR`f3W}5ZFuMn~<=uFmydP=w6WtT!u~;NTyH%u_XxvEMXk6DAnKurnm}- zpYYgh6?c>39M!`B6c)aoR&@UA8HGP>RsuK_5wP))HJYv z^PL;i)H@Pu#IBBZzQJ`|2Eu?p>9SMIH{;mFi!uS~-Jr1iN?f4!L52_9-p|KEDGini z*5mpi0V42G(a8HltVW~S9q9wnv=>AjVn#YAPnIeS>W5)fz5paj%{^XkC=yD=ygzl$ zDcONAgJ`9^U*#RTAOu$-pm;5@34;GkwAsmvd#%T@l*PvFmrQX3z*Cf|-N*|g8KIkL zZib=-jE~SyhydCM3r;5Fs47QWpmJ)VJ;&dq0lg6D$PtKVRa7#e=&F}jf=J7bSsJZ} zZ(do~0_4OQKwR1eH%h;I$Rq1u3IdFPt22(_HreH1>tRr=bcN*KT9R(Pj)kQl;$tSX z=ldZ2dqK)gFL7)G3`-0kz>kL9?t=LN@&zYXRSWrCs4hvJTM1b~EDAf6txV;(Ro znE*}95c5KM5r^XRdtN1lWpoAEDQYBNU3t-ItZ4qd4CQfcZDXrIAJD?WcO5|tGP7ZA zI|P{%TVx4HLz4;0v*qd;z_9HIfG}H*h=}>ukLo>81fmCx19z5FPLCEhI}7U*j5-3M z19lo6TnAy%1OR?`V88aeyFK@Sou(}^Tp{{bL!OL)U?&1G03pCw-(A!>=t8m{sFugh zHDua8R9_&q53JBH*1!b*(x9J^=yQVHvSt$5IYf+91?D;FmTS*38KCDw?>!0?EmY+t zPZq>Xi}9XvY!BZb1SEC@A-DI;J6>}{%6GF*L&$>-&i(A`$%t+TgO0>Ifsd*nj++>4 z5`)lD$!%Bo82XgIKuKdoG6m{7Rfmb>BiNP{dbw?We>~^__5rbWN!!?K5<6wUkExI8 z|AcX>%YR$-FaTUCyvc>3hswwrK;6X=Ap>F}g5{{2t_C)f+rWc4r<$C!Mjsx2^4fW`^?XbeKUUP*UTdkPslE zuE5>UmBaTq^s)@T|Ahgo$kMJ-;NQqVg{Y5nm?!OdKPXSG?J`DU2BlXi5 z`LBin`;&m*P(qvsj~@X%ZvGK-P%}i(saZ&;YPNNNm})mqrlj4$OB#rQdLX5%Yj9U7 z0#F{{i3YBD3ltk|F0D4usRB#J_S&GoAmnz)cp<9N%>-o0)#QhtV9=bQP;4%Usma{JqFcbC!bf9nb zfLB>be(2Q+1gJn`dORMq9iV-b1JbSrnp2L@k4BhNjqQU|bQ@@ra84Bg%5sD5CfzOd zN3|m{Z~TQ|c~YCoSxn69$W^~#Nz@$Kk6JSX_4AB^v`4b)pw9F3uAfR;%_I#0A;1KOOhw&(u*`n%HYjFR=BhPYyCLCfDLtu|&!uIXk**LJk$gqil^#*iG z4DN2>3B&jVteWki?DGfM1v+$ZNbDG_0e*@+>9K1w%zWp;AS8b+B5s`WhPDAR=@4_g zNuVP;RJOZhCZivM8H-h?Hr2I$#p)4#O?whe-&z!VqKmi9fcjGCY2&N2G1QI z$_=~#dWkP_c&aEC9>5#PH@`Flw>5YY)~={_=9aZI-uSK zJMREonx5*j;0jStjExXUpqCPT_2W!%1MnpdK=#K&kAY~Dz^I9o=L#r>O>727VzXT3 z{NdM0&{q-wfrQz(^~VpTHG=@+zN||th9|-x z%Y@#R942#khhTgT;`npk#RJe{Whv07Mrg`d@L(=NI=314oN*vbgtP1&Nqd0gpY52Y z1gnS@NrEEqGFDAhVNybd1uoSX_)tlJBE2G6v^FeX*&;JVcPG@ZjE|2e1A*FnJ+pe8 z9KAq5-e9mg@9Q(aaTFav-%}qOSlF@zCKn}9(rxzd(Chp={`siBp-1E8w5uQ{8L`b4}| z3tfcQ)=jA$w2*kusU7z)YoIFvnt1|Ev;^0Y4o+4i2HRU=MOZ;WtF;YpeVhdU0}tZ> zo}ttP4D|BYCDL1PsMgEgpd#Ey`~n{`jscM;QoK#!n$tU>@pVHDvi%jvyuPrmX&oVm z;ejj{6P}P#0I=eF?9PS;eQU^+BKXR_KurN%ar_E2fqVh}{zUqT!i*e|v}^})SH`1Q zdyqfunD*a!_}QnyLEu`h^i_p&Hs-=&-Z#M!7C_9 znhF}B>;D#_zTQnhi;zKL&TDFFUb4w*xL*dP(g*iRG@4Qq%yL)iUtCai#|Eu0!51)! z$XK+lrvGlKq*u`W*+KeA8agapBbC5-Z3b-O83RUCYTXX8do#%W^gF{qAalS8y81`b zKy~N~?vZuV^ZkQezR-Zk>+m?Qr>8dqx~uGx$!IX*Q_5-niqN6)sdkKnURLU(*jMl% zTtH7+$TIQbEJ;*Q_ z9To{5(+po|_Sa00w1QTK_LZIr;u&AC3o#8Iuo6)Wy`zv>WZVmZtA&d}(@muIZ`J9= z{I8#GvMnd*%hNksDiFi5D`G#M&*UCZ&WO3(?SO#b_;!g62sNAOj(n z-O-1x9M1-r2zD-d;_mmBwfPXm)Yyy7r=3EZU_Wa}!3(ZSeKL*kG`fFAH{Q!z_x=#sI91_^Sy9N;UJX-2yvglB4I zHUdJBOI)ip@!hU{$w4{xq~zt2TiD@6`5!WDJACd+SkzR3Xg3ma3o?2bSR4RmG!8P9 z#MpH#2tqNt6Hx~4&XjW*3c-bkdf+tbl#t9e0Hn%cumqw6D-_(a8#kc-!BqjQ|0Fm# z0pf)&B#TU7QhNYAShK4v$4IcGpRpasPOC$o4`XG?QsV_kln2QS{+?1|tx5u>Tp6o9 zU>DAhSbPXB1I9ThdZ9-E3n6UqU=Bj&qHliM1`-zPQZj);h=*DSW9(M%(K`wgA5Vak zrS6x88&I_OAekoz?aUX!>jMvQs&dolM;G``D%A&{K6K=&QuC}-k}7cX3|e|WUd z4cdGT@VAn?FWZ1>BkAQ!CgdPsfx-@fu4X`Rh8TB=-KVcTY#uB1$YzZ>`j2C{vat+vr%-XX; zQag&a(0eU+?zGDkxU_tUeGNGZ!ZoQ+a4f5JRzagP{Pm1ADO(|HegnMUb%hYOmx0UklWx?Y~|mOojquhYvu|wTuf4YwPF6zgTnW$g-}E z{SCk~|Fr=Qh+jK+Y%t2*K zguDg9DOy|HijSqVVf6zk9f(%v^t5){^t3a~13!_%D*95dmJ12K^ji7hhqpY0K0;j_ z8!x^;+Upl0(J?sl_n$}=>ZB<}YhJ#TNjZd;%m1F5aUZeo+@`NzQluqlS@dS)xFgrU ze+OTME#s;USA4(bZ*k(^KYIPI|5(%iU*8Ug72Il!g^hzkd1)NFVRYbc46W#q3T_S> zA(8ra1&)c4nYvX`L9Yi%PsGSio=Cb%abj>q_rw+>b|PJ6zdhe*-2P6=PSmU;K>+Om z@>qA7*d$X&Tbp07=QowqO9OPHq|FUPqVDkX?}VTLMtF!s9{QtWFq?c@zMS!HK1jG9 z+fI6h!j7YWdT9c*i z_YQ#Ilh{X-jXbX|QVZ%EE(*k%5s3vmcG;(4)5IKu4K~?P{SRT10|BC%Tz{-5h;$7HzPRW`q3Qr!*RBpy9x~OaM0X7S$G1N>-n@=sT!J!j zXwEBRlMQx^*4F#+H>?R}LT>^b49na7?GI)g{$;oMrwL@macd`MqhWl++}_^7cW3SY+MkB~@o} z&v!jvc*3$9w`ou3y_k>qcAGWKCKy|}#tEvzu!7%9M~3yuKam~^iMA|o)({&Ny=w+P zogi=JO;+x!n7k zC^8-Y5N~)olHx(26`IAwzpkLN#iz?R7CyF)p;8;(B%sa{;|7% z%?iCpJ?nlwB-zI$<896$H7!x?RAg|LQJ(m4(tAF;>tShK^X z-9lv6#+qj3;gp_t^WhFG|5}{zEJM-HExW`anKN-3p1Tf6EJMD$!(mo z5Xj^gZJQLX^QoB{>Mw6!PiAoQ>$g$t2Ujj9p|hj5Dl9}{G$q#kR0iWu;>iHh39a%I ztpcqJ68%}F5$XFMo;6zXig%^S*2&vN1hy8F7e*eKzAq@}*Qr`k$W&I1+8r^`mMr~~ za*mFe>gI;>qctQSmc27{^UjjA>!UX8!UKAVp)p+-OP zoH?5D#m-tjoqAKiZLB`F&^n_phLbAOo7EG#zt2b2IZ7#Z%I$gO?yb3L8P;`;p}{VZ z)@hTUcnNl#D%!0hekp8?`|=ABez3Q5Gb(y5{gg7fzWjb`BV#Z}XFMRwx*&f9>U~P0 z9pQP}Iqi0V5fKj!(s6Ag*P|MZN^Zl`<$B7h`CB5U-8$wp#ciB2zLY`_IbyM{<7`K6 zyi36|kMV|m#D>=`O<>0Rsi6|tBYP(cD#Vs1Wm|p2VjYfad`g*`Ox{F1+0-(8fr~%Q zh&0iBSeH54;Pf>SiN{P%? ziZdxwrB~uc1lpy~uw2cD{nzltsZ4o(+p3Qn{+XL2X)gJPcw)( z=Of?WCgwIWlC^KVVe6UqR4Jdy_2ec|^^PJh*4pVNpJ*o|k^aTVx%p^i!NgE0x-+ev zem!8pxz=scbS|72%qmYFBQD+9ZS2!H(;_B<09yXX+m15fcuL7F)H; z%EU$m;n|Tdzm1~8?vZBMyGJ*s=ME)VU2b7 zJs6ZbBxo7zIo?)Cm6-H5tq>~TeXn7J#9|DWf0nnpGg3!OQcgI3rek-|M7zi?XKx#w z*;h8y{59+owOO7e|L#XdR9;*`Imz=m}U5n}IOvGE7{Kfe5up6?~m z@zN_wR+LDr_0A(We%GdQmOQ0M-Zes{_ zq4m<7KXIBqW~eR?bMcM7;YchmlkM)TKtANn;;-WAVAI<$W^z!*WdwZdpR8 zqGEGr(_~qYnEsM8okC2|>RV9wmdkF5{aRAQml&lxZ=m;S^in%zK%M?TL?n%N+l!Iz z+`U`E#%b6wm^C?_HcO7Bb(DuF%S158?W_uta-v_Zp9?!pSW=YSWq+>LGH$Nh!fS_p zvFkh8`6y+;7(RRPv^{|uo~t-V{sg6pf2I2(dpbze(;bJSY^yHvCdnJNDOEZ3Jh>|DkrV9@^Wuv{A^T%G z=L;H{0(@RB=iI+PYyKe8G5NKy?#Pp##P#Grm$P#WY5Jv;IW4CRhk4u^jO=E`i6bKf zi~)1T8ExiSt;F#$6XIDC_|v7b3~N4aUa1r+FH=-T0|<&@?XC8gA#F;G~x-HMd3hWFoZVgHF2%h`lWBQzC~kM zR+Gjj=TA-FHe?M%8Zli(nG{a*;v3H5oguP3)nwDYvU2^Vrn{{LTf;JoM*_(7hbl^* zhjeeWws>jPk#g*aLApZy`D()ySoc$V0t?-|GKPqbeZ_8u!^{eKYC&rL(Zvaw!Hu=b zcJ;pH8{d&9)l`g*NbT|{i!i~ocR)~uA|syX!|Z`@_n+tuv}Rh ztud78EgVKZbMjfrcWw(b6uVt+(I+N&b3|?Z_PWB4Zq1V}YCpa%C+T**sfRI1Vr>+N zoae7ABiI>`tD>SjyMtO%dz>4ONbXXUbi0~n8u_DDK}x{hFwePT8KnkmnQC4n=Z7k% zSaM$ZK4H5eH}X*p9zUQQ)SbOo?hsyGklI^(VSZt(m`o|4dbDlU7Z9?I{$7DEboNRH zOE>G-#Jy})=^53G+G)}gNF(Z$+2Ed(D_LKrVzU`iTU0l&GP3v2#|B$XyAB!7w^@|6 zxG8SnqvfYazc7A5oMU`?^^iw-@S3qE`AJZti#^ri_S6rj`817)6fas~+Ve^)>r# z%5GC3EiKyZ)*X(605HYPFTw5T|7f!)G@ds~^)C61zM?wdAaqhi-?xv`mSjqm+2~(d^Rff|a3h`HN z36aQ#T;o6sVY+t`C!50N^oE(@)_@T73bZGyT83k@Pk7xka?JlLEq6HLXSa4Yt0Zf? z4F@b`68gr?NVVg!g9cf`A7+*a>O+sKc1K@#RQNS zeqSGUv8}zAD>gk{)99sQSqL|Is*=yJnAA3%<(4+qb|Z@#ZX_YlNy$C8H?Yu2ZG5Vl zIKQ_%$hB!hzj9jg3GputJ#qW8(u9 z+FFwuHVUK}MHPB>EUaf3*H_&r|6@OSOA%T19)H|0iC0~Bw2(AjYOFH(pr^fV-|vA(bly|l5 zW2*y~pQ5w!Sji&CS6Zq7|ZDa)FGLGa~={pY;J7% z4~@4#(RdVkBsl063q28N0(m$FYpT2H4m;`+Gb+U6bmO0yvVOdjj3f`XW{BA2mUdi` z{YHC#?qq$3f{bN>C!Pv{lfHS+^qe`{D$kz%y*2n5G-0rBgOYQ0GX}?jVcfN)&Fq^Y zmjoXtLZd*^^#_#-=p3;JdXalYjTAQJphZyw%Fz&%w!wd=%CN9uj0X`w9WMh!c_kh& z0hhM`;h&|`B5+c@s4~OC97=SMRR{nlcU>DAD^C5j(0XFma%vtsMlt ztN3Tnx;TvKKyi@>?fIhmZPWcj#}B?F*OFdG-SUVzAKoTr89HqS3R83F!QsRsDOM-V zXqTMRHN3WY>i6Fab4N7jV)%)t9`4Ee++>@zb{Ys-)CN|dWCHk+UT8qMqnr|CRB|JQ zOf{T$#bJ7(UR_WE!t-?UZJM4uaAZ!caGVi;$N5gIrNL4WyA=1cq z9f^YeupB5VkDmewA-sxt$*r}5B9TA7O-)U$!ErEnQRs9EV#glV0|qH0L5dLzf*|9s zdNk175qu|L{IQEN7Tst%kbL~C3d!5BlJap*9 z{Kl8lAr$=zqDI^JbD<<`{R1I}dU6lwbyo4Xwmk-w>tXyosppUV4?lphhSsUci$Gt- zg=7jmMKe5t1Pl&>G0FGCQjw6luLK!)P?VyFId<^=#YE*Xs7cu4d2crI8YFi^^fqLP3XGL;(&A*P}*NmDO=%FcKIQs$P72>vSxj+y7RECC&BrlFU_Pluh@T_=($2_zNgRy&kBs(KR9L!ja)sDH_P!J@Ae&T!#kdzKXXukAAqis-sNTO z!}7wn{KmJ--mcCjz5u$!1e{>RRm8cv$#q|e8L$fc#J%ocW4b8N(32#hq^^luAM|I~ zrNsUxG?8DysEO!yvn;BX6p_2|-Z#HoGqcT#ymoq7s*mITYNTb>3ldlY9MY@H}H^r)ZHP5kEH`*Q=kmyhFQobN$zFizCiQ~U}Zy4TDxTj(X- z$!P^Oa4oUr*Ag!XGr}9HgJH@alttTRVf0Q@TRVI%3S6EP3m)WOGXj^!*fuaQ@FXx0 zZ3dL_^9p7B<=`J&mcz5VV1)hoJo-j*i)-A2=p(X%iNkG1vYF=wR5>L?$KhgOQ< ztgx`5c)&-enDZ}O3!%Ss+hkC9sKrmktv_NoDXcVK@>^Ib+4c#n5RP0Kx!;Pd9z06{ z8!9+Ck9~OPw8IQCbW%^zsS&ag&|QbKC~T|>Vd{qo%sY7H!H0$+S#*n@50CvByzq(| znxVb!P9iSSBV$A}QVV0OQaJNmkiJWK+rIRAkl~p**HWx&DGAHtwaZWP@m$cw=_!J) zeNuiP4y%D&sSw99tI^Xzlzs@}1CfODG@S2od=?~{L}+6A%|jQDY*`mCwObEI_sOwG zystDF8T2tajS`oo(#zK$<@?wNMKT6e0?u`3z>FvyIsh%}4c#b^sjsg$1;NunMmTK- z&a>bn-tXpe87?(r-15+JzLK7{(&%!t%5QnV9QpE?##y11ClHv;F%6+e2)x$aWCXg_ zgz_Ew*Dti?K$7DpGK!a2?k3PaVS?US0v4^}6t~S20!PtQm&OHc@dVN3lSGyu_LkUf zZEkyBd6(j7cp^9~m1<9fM@XHKFvfZabc3)IqprXF_JajQ^q)Abn%TNn^xM;vg> zv|JyEmgkVjhVv4n@uZ;}OK|cD8V@K3m7sTZhU9DHaYIlnJkwCO=yUK2v%fTS78>O- zd489+MftF1zlTG3a3iHbPmQyJptJh`uKox&2U|;c$^{&KBSRFoX?cAeBwD-RxFKwr zCl`)axWObc9>#;`I+TMZ1yT*DWu&n`h$?ps9XLD;W4ei$TT#ve({);V3cx3mG3`kO z?wTDU6NxtTDSBCT&Aw?h6_P==4gGqy#w?fI=}aN$di+V8kID)lk-np@2sk?mR%K0| zHV6{KD44`#XymgviGn3J82`+Gb}n0k0_pV9_c;P=`X3L^0YRl3j1rDRJ4+F?)@Sj2 zf>Z0iqNKqX24j<9MwP7u1Z~ECup}LP2^ga}sq1kgq~MN+R`oX76~tA^)dnm1+#EiC zXL}#7tIkub`FcXRo4#{JAMNep4xUxH->M~5eQCw%W=DVAl$)c`J1LhdW6ajM{ryL(e4QO< z8%8>fuDxFY0@s9{Dk%!AeY4_|Ga0~-##NjpY}f?@u-(i4tW3UqcVo)2dFt-1%k-;8~Y z@GX2ZqqI97tD?%QpW*rji(44J=E*C3@-pjx+h}SsA#w1Fkygs8<#E8}fr379CfUye z!dBx7j^mK>I)=^BS&Na3RaT69yW!%KK*Fb0uF(v1)h)Ejv#S<*2P`z_ivuacol5$v zVh{$_^?gqEb{#7NR^Ms-_+Y1zmgcpUM9rE$2nU=WSKe_(976y4gB42f>HmJIwY||r zm4Q;#`YU35$pUQD+R|GEtKJ8r68n9KNvm8z@6g(5>8FLsQ+XNrZY%r1A-wpDXA_xQ z7!CiCojY(5u5O$TTkV+M@Z&YBmPKqmUL*C6N8svbX-rzrz-bX2v_j7z0Awr!-2flW#2->gDp=^bZE#?5JT_nhl*k|B@c0LNH%s>NYgt|1) zqAuYOnjgs9d7}w9AXN)zG`U;b0C?wYR0b->0iHGvl#gtcFAixSLahfUJ>dZjHWce(7$(4@|M27xHYaj) z;crgF6htPdGW6?)$(4x*Jo3^YYtpNMNqj;%)VY~(h!P#xks2IT076ByaWGnc*5LM3 zh1E)N)l;*BHc+5HfkU$RU>Ak&wvw^t#_1vw0S*v3Uo?jEIwa7@Bl={hdgZAxQ z?V;<%xn7i&k>jXJJ(#NhE>LBY@R-)gDG>50p>_y{mv-d7M?DPzHICeS^kIsHL_peM zU0Et{9>Ca$JT%m(phFB_?YQDudAH{A*hvEFum^^D;S5`|M>BL=5i6&KQ}$s;{U`UVUhha$T!Z zhX;AGk1yE3eH{;n>EVyhR_eRffJk{2i^^I$Fys?pX>Udyb9 z$8-7%jv^2k7afr%f-Lh8mA%hUG(&m3n@7{4v*flv15aqlu%ZQudw2D~K^Skw)Gewu zef60ruNT&@vp?sjbAX^#N51bubc^{kxFVtl6~>!Jb7_Td%2kh)lY-Fbz&pbp8#F-O6d*ekW!Pyyjl64s|bp zW=R9069;#IilYOISP42bIHC?EujmGQK)E#wl&jwNxvp^XD$2W`JHq)Mp#(e;?Z$P| z>_bpCd%=@&D=OtY-hWy;-v{2BsA?88_$ljCOxQ+{I1B+U=F|w4cN@?bFiEj^JZ%g_!t%rnIOpZ3X*_|HNP_rW-0>L<1P|mz)6V#G zikpwPVauKnI8^CyfYRJGID3%0KA3>#W*%?KIs~9cso+15ycICxaE#PpxT}Tx)KDlM z1PN2{%sunKDfQU-%h8z3bSi-FaPOt}btu}bFRu>DXVN)1t z1w-<}0b2qd0s}O01fKB&vTElW?398-Gf0Ai);}j#wBQ2Z9v!hynk#UUaE42@VF_ux zXv9kl2Z~@$9?#m6lIx2lt5v{vsGP>BfA(+(sJl7i777o-wEGHT#Z&WC5;-Dgkk z;EAzFoZ!Gb%zQ}WfGO&~@f2YkrWuH&!?<7-9J<|v2d3u1@mZNLZc2wIuL1)g!CMP} zj@$5=vfq98|17~0;SBB96@NM6IT&Slu5U9i<~Xo}lnI;WfKVfaNJV@FDzbRWnD5Wl$8+cJA#A{bSk-Nt7aF) zNq4gRROQUmoWEOHq@2totY^ged7adYxL+%KWi)B`w8Xayt`Q;M^58yiByCafAH2&l z()pjjQ5=Bd+W#-$Ct6TzAwJ`d?_UNolB@JR2%?N8_YH(S_F*_oz!O6D?Pa}Q zari0!4bAM+q!=pR6Zjd-Yu&f(1U`7;US^kO?-hvIcjMuOK!_-|_e0E%$3VD`1kmL4 zpaAxq@e6@aBk%=aBY3RwA@^M)tPvNkbfe+_8`fB?3_-=ZAF)R6%YHxyi^PMCTzfo? zH%KQmXJ-kz^w+e6@1k9FTXcy3h=II?`)-3MrxhQm-v>(ojGgj3Zupk4Xw=Kf?V=>{ z)Bh_>f6UX&Z2xHo+~jOL2I1DD4<$6*Iou;GgLtJkzm%TV%rM zmaxe3zguMAF20(IN5c+rFLRbaiP6M85KuS%^FWE=ILMMaEx*J@fgS9|V>*0bQ`_FG zVdI0sLl&?^*5V!>fdhQ_=(ZHTbnj;M5_X0?<;dYp7|{BOCA=c_ZlSyM0NJJ_*uFi2IiLgp z3kpDMiHU=JU>-59@~GCIPeq#ZqUT2Y+CK?8lWk&1}#SG(h)|Fy%bGqeZF|X=9#H$bz5<-evT)z?I zg}0~pf?lIDXsRKp=qkwaJEOKC0fLvBI_9|2t5A%BN;w}X63viuF|d8Cj!y{72w>g4 z(ge$;Y+vAaKSC-SNar^lgvGl-vecS#v6Qmo0LVX%0KaFAagkj^0ut7ngj&5Y1QtQG zZ-P`=s?mjMaVk}RZN;sT<=7nuc~NCJjiNe?wbRdK50@u+(M5)^jx z82(~#2}~gT6;-FW~!)PB*akqpQfY2e{YHg?oiu(GGI7JlbThpvbCX;Cbfi+Si zL#l8kqpLRUu7DsT2;{a=jpP<(UkDOo;^M@SFvmtI!#y5zh(ZI36d6E_8XF%Us$q5} z(>|J;;0)_grbDp`K{K|_s<)>)DoWH7o|dP&&3AtGY`&W#6T0<0H`xu70O;I~Ey8~n z0qcY!3UV)lFSELx4{(FYq_aUN3c5ZaOzggJ{ ztqCRI;mPKiHm6!zT1KE?m`I=ED&_Ie@45|tX*Anf*|ufN8K|Td>Zp{z z{8Qp0c_!sJr2>d^8RN0K5+HwJ$ZO=umXy%6^x4@!@Q%EHC4-2VU{_n^RZR3 zrv6gF)Y_dh)~pmh_gfn(jRZK$1=^}~L84hmxd>=xqJ&u8Enf-w@wmC$aHX z^UL$yQ8{YE%Izu57iXuUPfjQF(ybdZ zlT)MQ`p09e$-29D42?Vb=qxO|bKVX*6P_B{k9as>uRRc#5@9}^L2QaY-(d3!txef$ z!&2x2;mNIyEkbRif?&b9H>7E?uKNp@Sk!8%DMzK-Wg$h@$*B3sC@EMMAX@VE>YRjrKoOim4sG%u zan-cu@#U*Ff{Yf(V>!4b8zgok5NKv{^m?*6Nay?=J&q*33Ey6}!6lE-Jo|BJ8O#av z@SL=W(|mc+O!*8vlP7mg0_Y)pxf0Y@9*82z7lr%@z*C;5rpnyfDBY4Wj-aKWi%zpP z95BS}=$_HY!kYW;s)M)Ec-Z0Q$Ia)1 zgH9ZjK-k9|Jiq}clx23bKpo(lTbp_Tt1br}$%7tqNYDl$J-YD^fPCiqd4?b!@t~@z z3Nf3`rd@c$nnWN2=!zoscZzdvfja4K&ct~>_V`bv-3vBQoV}rc+)L~EV-8HSlzE{t zYEXc>%~`xwBaKSA{T5YCkQItt%*>~swfhQp=7%R2VG%Vy6bG&Gg+l!{W`w2e7XAX{hRF4}P8x{WxTMl#_N-P~3 zY?iPIBLj5h(7>!NnyJv_>(@AtVn{J^F(+HL{XQX;%rd9N^|*hlZ|1%Lzf$#L^2%MC zrdzA?r^A%7To1^kNW7pm%{M3G&Y$0xG2)&$8~gf`bdpQ`7vAC`xwTGFe=5jRIb-tf znEZ#|Q8>zL&iRwfX{AA!udiPB?d$IJFeQvfaA-Tat;tp!2sd$V1@aVLpa;lL&2_;jRtg z%9!_DycTY2^Rk5YFE^FL@*;xJ6=HBRbsNpp$f06dj!Zl~3-@Jz?(HO33v+C6?$A%% zIp2SUVQSCBx>es2-? zcrdZvxxMHm3J5Yt_&NQHJ54L7?)ErS;LZ|q8Y6G>vFB$#1WtCj(|g;a1}{x;1%ba= zNAa><@}xy#X45ZuI6alJ6s4%a(rfM@o0&U4Ki*aClW~te{DIjOzhFy#H=dNhe26r1 z-OKR&-uTG#YVG+?a|qanTCa_4OQ(Z}qdp-#7qzm$t#JP0!bKK6Ux{9#;V}hQDyLrT zjQ?~r-(rrr>B+JIjxDhROPTx~JvEf_pSwkJH+Ql2jJH!~`BdAQVUE~`nxcQly_mS_ zJ6Q^&8WK9lj=Y$Gd4ru=;14517d!7y8b0}goL-5VZ2spzw`E``39yC_G#k~)V=S<^ z9{lz{f?KCx%I&m;yLKe-MNhB^3YeW?Pa)Xc3vKW_$dwVDu?e)m#qQX(v?myB>Xbhp zn;azhI~rM}!$;D8-5As@yum6?g$ppyN`s&CB@YSWM(_ZZ;vd1cAkqkuLcb4-v!+}d zUU)RWFKCEa{4?e59C`OUp)F0VPRgaPI19HZ{tEN=6qY_*KsBj^{4YNbzI9DBNalC5 zWIiFC?9VC-zy0=f6Bp*K-5m!8#EdNbr!R){EquP&9M-_;Tt_enN>+>_4}&yCDV*vG z!w@((LmFSN9&Kzcy&m!XT1KrTv1UxMZ1Gpv;hwr(GWpoy z%NgNvm_2t7@L=LzeA_bm5_KX&#_WbaM`3sKbN#T(J}q;+R?^8N)OVOA(=toQBY*uk zZ=0^)5!cho!>+Q2dFbk}2}Bl_exR5QkqQ3OqG7m)4uaSMbzm6Ja~kz{l*Gptw3mVR z__TRpX8gX$r!3~^oj9-q1t1#acE!Rkfd$>t#8PM+(u3T!&OKX(0wI7b{c>yBxR*); z^J8zGc&Wp}C5pdF2KM%VVqGcfU4ncW0dRH)#H$@p_6tVR{XymI3LC{@}hn@jR-F^O|tyAiqJsLXgT@SG{vW87=n`&NZjSPITs2vV*SnX0*tx_I_L9=i(Va6$G(3WA4< zO@*JYjg5_U-JSn>cNDai+@8J-OK-WQ{;n-Z6fLM|Fx|{@%puoFJie6OU?-29piz$R zJO`<(<>XBiLH7o3!yvA}bxcOaK6q>9UteuPf~e=D-d$M6-P}um{w?*++DzP0q4(|~ z52FZ_ueuRTo(Pn?SD|-W2f@OHw1;rt)hV-0?^HwF3p#~t?FXux%@KtGnh>}E(YgyXFx`Q2)cgS8~)Nfje`Q=VQpEj`!6^=kqEQNY# zQ07?Ey{eqtnU5lK=aCSicb}Fyw7#2+>a{nYHu55ot`D8s6+FW0`CQJ z5F_C(#5K@h4B1X6YYG}NeV7EH*hsa>Ahj(6UpCjkPEP}q5Qr}!r+;VO6-(K-Hpx_> zaswom?%%s{x5>jC+K{6sR5*-6a7S#KLaPTwBtMBizIWHVYdfNpBU`vQH#0d2EyI)> zJ7u4c4gIIPR@^@$_-Zgec)E80SRW$`(}%XNZY!j)hvcPp5Kve(L-(CM)0ko!jb;z+a^QxjtI{y5iD};nY z|0e=!oT>1&_pkLQj?v6?XlB*KxgKH<(ji4}CCMarFJx!6DGUH05Zv;u0THFkT5b9) zdaMgl8l5{9yqo5jgKINWAFPzvH0?Wi80(!L7qSp=ih=?dgn%WP7pWpC8HkE9oIbuX z0evsjWhuksO9yvz^;i4qkD3w0(+6@vLk=AYJ?o>s{tjSO;Y`)=%n6_FGd?>unK&Ir z9gowt-VL=8`AUyc=3~!B1z!*|{mSjg^6h1A_JtekP|#UcG$L6<;Q)dGPziy;MFddz zj(7&#{e(^rogXingEp`r=MUHl>f(apUKGUnPR03#LAk^>XfX7~@UDh`Nyr!hHp_`M z^3-=_$ zbr(Wb%%DhsOO=8WJEXzpwMVqN$-cdwqDnZ@C8#J*4W-;EX%17wcqn_)G%aW!%^{xW z7cK$~A`pYL=kYBBrAocT24`R{h!fD1BaKK@tBAfBmy_e}G=wNq=yX3@=1bVlNOdeAm zxqtU|uZJGr zd@ef>8|0lUd-&iRML36`5#>9vhO2u>vGp}9Re}{}D}UP_vzlrS z?XC_0pKc_NPD^QimYL~%8Tol|Clc=x_M2DdzMA3fGiWz!4itOkfC=SE=|b&|N92-| zAs8(}!Kj1o(9nF+1A*5Z?X4JR?%~OxT`Xo>TLh<|SEZSH8FU?c9(uEuir7pXlXlz# z12d{iTE%4=(od@`6|8Es7SmwYBx7!pR;)QmPcT*W8)I2Vh;lcBE+h#G1;J62H_b zoMuI`jZ|!9ZaZP1$r{Zt0jGI%AS20S1b2hUh+yzrAJc5YzLYe*4ys z6n~Eya55j~hzY!vV--4gmq{7EJQqHIej$yRCZl2W0xKzz>Yc%0Ei^L0oEDjVwQ0Kx7*gPJt@R`Z88Z@PY@OOS6zX6j^mRL1%qR;ypBpU?- z_%{P*SOr{faw~xRsIQ$fYE*?zTjVIEZS^0jSG{qhtAQEasVOV5Nl<_>J@YdLx;(xd z_Qdvnf534OpbXlxHpoLl8=+^Vy%_?__oR~A21cxXC#=`YuUv|v_OPwL5y2hb`HSu) zkA2}ng_zeN_V%yk4D)_E%pU5{+k^ZWK>Oy3pc6v*b=9$GtH6Cbv=ewZEhmdJ2~YU}-`#lX37 zKx*IM^v?{n&pE2X#-u=sk%(q&{td+t1l=JaCW{%3MQ@%zCaifstJM50$0^AlCP6zH;5GqobKr>3T+M!@ZmK^Ry*>UxEP?rhC2iIZeU;0QY(3ga(37B8 zXLu}9R#0&93RP58>Ke84T0ITIm}XaXgMSP74&`b958MV zLt^VlYm(c95WG6XDGeARBaunSG@&F|I-K0z(8Z?|%rgqfbc@Wec-^Oz*ngMSL*O~Y zpLT}l2xrKV?;{BZDeO3&hsxRCgUogW64?_}aA@kAMVgk6p)Fke>0Mmr7qq!>`NuVU z3EOu>+?N6ygL5JYN%>YU-(+&nbF`-$f-u3=|A1ohBuZNW>n*e^y?nQz2{sw#3~I&D z@J_}&65R;!e5*U4p+5-Vw$iMrMj~VFZ^QBOIXfW#ra~y=`#3F(W+sv9I<2ozAczU0yl%9mm)Dk=v+4m2Q(W)79u zNOv*>ny3~Q7K##xL?S8)L_bGj&#abft2XtZI!9;@izt+XpUyBOUc+(?+xzNC|DobS zizg+tf2Pj?yzrVRB59})z!b_CB>1jcp zF@XXV^5-(_kxDbA>*IA1W={)1<*~`hj!r|r+dDWB-Tp3UX`MeS!53jKvVw&-?P%B< zASHCg)iuxqvNV=}pmU?}8I%I}t0DuEunr8WENX+j52{Jg!a_|8(3E?TJ&L`$%Yys< zlWuFZhV=+tM$8MnogBZV<+8q|)&*9fvxSR4|Ej@u+9{8{KCx*+*!ZI6PCs!K=;vk4o1ywP>-S` z#K=XVGiuK!v0>^p9qj)-WTKBUto1&Tq0N`SeNc>Uyu;;LNH2g3rz^El!z80L#Ah1| z$^Dme$Y%|bJyj((95vZTaczh$nzyDGKGe5QXeAFD8t0_>hGZ8q=Z5dcJe+fpDQJq& zx6ccT94F*H$fRqGt1JLierXvh&Ambh=Rx}gFlIl!U?Ybcb-D&&SkQQP-g8=&xjXOE zQ{q3+T*AaK*1t=KV3_GI=s=*e)e~A_0b`|*;y6x`nj*? z71m^Cy2};Z$GLQNTj+k%cc{>9%>^A6sNeDMEOS`iH3ZdPpzbHCpfKADqL?D9smRlm zDg4^;H|KQXtn??aDiM?Li-`kD2M^XYHY#+CA1x1&7X0E3h2C}ahyxj%&H5RWW078z zx$H6LSjvG6jZ2TBR;ZAx#pA8-_H|c0YMXagOeQ;0j8?|#_EbdPze1^D~S_E|=euqsNj)+aMQo4G3H?w}p~Jfr#gcz93i3*1rkSC9C6-Xzm}1ul>T zzkzK5q{0Tw+XwGc9GLGTMWGGCNeXPh!p#n|D0mSqefr0(>|E5+ ztA=DZ{=DKPc;54qLb1_S6V7S#)MhN6yxu~08AH*b=^h9|Y(uppKGQkAN}z3Ro1q~v zh6n@%ttcP|vzqviqx3gpHr!WCt>+hBhF_2hY!T^03w zEy&z+X_TlPeR8t{VVG@SwgP|@a}|}P)v2pjQ8~W&m?FAwF-K(flZNMzy?Hp0l;x3p zJ_1r=lN~R-^8$r+XYg&GrxHENrlGk^HA(>j<^xWm=|-mwolsEx{f6fL8+cPQnFRB>R#M%mbxSrHKtNQwKu zQ>G{&mNLrRi6T2^@QZco>03`tpZmMOQ@XFg$fB71Y33ppmwmYZnioygs_!H0@1g^Z z$yx{+DFAP+3gL3FiCH^UPK^&BetWmdu%`}qN-)Q$%%W&2v8W6r1(Xe*9hbl*geUm; z?#y4`G}6^lxOIAD!er#_mQJ~kjk9C9Mn0UVMlr%}a_87gV|h7&QtjibKKHSfU6Hb3 zB(*4mR7Vr*Ys#3f-dQBR02}R50GEIwiuR;Y+Pln>S?I*GdBP=D_gk;l@MLl|i5Y~* zLa6t&>gc0tZrqR5b$}CbQA*>2AOwEXVT$TmIngDw{Tod17?GCoJ`o_=p!OUxfY;4G z0=I+P4-T@*Z58*QKZd03lY*R7Pr!bLYc9urJhS^C&ntFY)=$EisMY4CEI(BZx;Ml( z91T6D3Pm}i2$Vql6r_!Va5W2+jmCTGDa?W`34DA*!Mf`H)5WdLZK3r8Mi}7lNkgD# z@vJn_Q)>d+6`&#$K;s+S+TDv6^LB~MeH4K`Is`#tr~$O$-M1^smP+@jWLYUt6_+t? zsW0Z-3Frh4gb*efYxAcpAC(R-7T~Nhpkuf|i<*mE4-3Ul;DELD%o06b3yx^`j%lEX zd!vk*a>%o^<$=UK`;+!z#oxr< z!VLt4;6t3MFy>DesWd9WAWVZ{!0*bPS3gb&?hQ~DdikwgFUL&Nq&kyGo{6Fv`io)I zYuFjc5?zQLcJmj>x99f?Xak^hC*Tl?@<5PT6)DE^8RN*@kiE2+1C=7P+_cLe1JN>2 zX%|p2nl=vSqn3?}00Z zPC>ZAEdm9R7fTeMj7?13p|bZyO&&+ZHpq#GH`4xlprYk}g9Hbp+1!Veo0)muOzBam zz`#=LpJfj1Q0jeT9a)M3J>OZnFQ64V;JKhi%)L;x`W{tdcBsHn3-7?zKK$j(Eaboh z?Fhp|g2KC^b^@I82QHQh4kQ)NBKiqR2z0>|x&k*V9onE?adYc|2&o*-%Yp_HQj0=K zFEf(*6Iy;_m)~?F#28qx;ZUL=$8Q?BVX?r3LWwe@sxt#5Ay*1FgMzyDtQ!XFK!G3v zdM*^a3m*YoU|PNFnzW3tcms2;S`#|V1GtTSy-&siwTfqURQ>`9t zqL&_u`MF5#9D8_fcidxVO$v%;2mmHQVrL(bS+Mm=&Ef4lA0O=x+%^JWRK>}mwj=(e zv~Aw)F<4mh#y-GoklGlk6NB7~drWe&w4_1Od+3u|C}o-_hh$(f5bKYCupIQw`7a{# zvLSb^c{6kPgcK7?$QF)Wexy!^Hf?O$_The*0CTF-c}REc|2hgBu?avrP_I(N#vFxk zdEd~`5a3PP+#nDtT~Sc+U+GpTH)}V%^V-eEfj~TpKt&z!4yn3ZeUh6Dj-}nJ?wde4TJW-v0;lo)NK zsLj$l7df6x#lOnJ*Znp;G{FB-JX{er1`XNfnnb*Rm3_nGJz|s%gBTZ*#LLUihhr$r z8(M=_qjbkNEa%G&oi5i@lBo|=oAx4f$p^B62cX->hu?22bO*Nv9O+ikM!B5GX4zM% z#+m$b6^hSHG1%Ng!_F2K^OJn4r}i8ewfwMWHOUz@3Y(whRD)xw=72iEK0rg_}DkFrulH?TWOXLRCpr<_H`8vDyFLdZYX#| zLi;nK#CjsK?_Hm5d^BanC`-4^eRMZA+9dO3EvaWiow9UUFWw7PR+Wt3t& zPe&=(7^CDhbKa;+C}exygNj->l7DJyL73qqHQzbIyYI9f2rgl3!$S11ip})&CwV?; zpl!jWEia%0AITd+{@b?)sp%olxMUP{UO_qcnMUHQ0R?W=gPJX%_LvYD%cJDq<#$4% zP}r(yV`k#!0 z6bvvSMG3H(F@}pPJt8I+ChdTJ;~x#d)PirYv;DF?_a?=Ew?ut4g2ZgB|GQ>rA-5m zOiYf-StE2t6P9TXZm*QEII@I&+zh&4y?jHA|9*4 z>R8Mg$oMd3ymFgFyl~!YvQBYC$y(2Sf?)I%-ByDi&Y<;9;zLVee}&Nyx2~YVaIS+0 zfbv?eVH`?GpBCAf;)~WF)rQImt{!rHc1C zzQR&>{#oZ_4Wz#uVuxhi^(Ab$ilSV;;&z-vvvsk1fB?gO{rn)LQhPVT$OEbrEmRlm z^jyaZYLIi9+V4y~`y=2Z?^C*Iyn>3KLiOT^O#Xu9l`HP?%Tw=q(@g4dc=9zrCGdo; z;0;WuW$5B*5D|V#{@^iJ+Bk`=XUYwZLAY5yhe55>wZn0nD8~w+;09I zTpi%2B*C88{taxn7KBFr@GNn6ISHR8sbC(R`Sw>k~mtSIEvA2q|ADVaQr-F1am zz+>(pkKeGroT{Ke4Lxf10kA^_g+k01lQoJX9<&C8)sn9UdlL!659hz*yp zV`#vkRJkhMCnyL7y7xg)Ap@6(Z4_fw!MckqoH8)DlWeDcj;1T%8Hn4u4=!U6;t720 zh9R`)spBvp`}I!NK;Lj&0=bXtcO>83r*CLo*?hVq1$%%Qg~RMBLUI$rR;c2zfSE0= z@y71RPqKcZ22BLyoI4`O5RBAswkxL1<6Rp^uvDJ+K{qbJtfp+pDM(TN9O8zvpb#;5 z$%3!C*KdJ@^PQ9uQ>+LlcL+Ir*UAC+Nlw~o+z?>x>X2MQW*ND+hp2yEFxBD|SU12g zC9mf&z?!Xp^u*UY#d-3vX|vS{8*-Qxs!c!I0HKyuC=YJv`u$iI;g@BMEe^+Y#HeuB zv%z(ZuuOQFx>!%OrUhm?*Ky~$x%Ncy-G2acX$5stj2Yij=t36I#IN;sHrB@$ees6@~jZ7 zr0iOj*(IPO)5Wb67T(jj4zL)}M~ctp^*;@185He5yqI$p!k-S9*K)^M`gH%b`mWZ6 zaOH_5_xtS!#&#tcwkxu$2Zj>ktXZ|cXX?vM-iQzF2o7Sz?}+9~4H z-n8~~Dp=ia$bj$-x9!44_vpeGJ&MV{2{00A>W5viZ}iY_tSY}M=WW29@$b>mfo~1i zW7kh{{jaR5C!YIwmaqrJfChR+IgE#c%k86a@3Zl-o*#I50q!6e2DrN;l+gvGaK>;8 z*#9``Sm#Zc&wR7`>&Iqc{s_b4cK?A=MP)u1Z*$FPugamgopjmF>fmf`MbrO zNc@7+hXoe~({)gpR!B67%1Ybz!c5|lB#hA%8y#ovUhK|O8CAR1$y||%;u^4QdWayi zE>aac5j6>5{c@?m#Cx+}k$Q$CD8SHaZD%oYjCvzD9{sKKSNc2lNj7R! ztQuf$ZmBoexf;Ydwhr@f0-kuqQpe%Fqgsk&tV)%eB|N}B;?a3Y*;6P(uG{j~xQXdR zBY9&>w!)4TN1X5Bm!qnw!02hfjM3HIiL2sU#_+rWc_RCS@sg17FDHdoBq#>ZbGX~8 zsbDJ38H2s>q4r|VMQ>w<;;U#;J2db!+>>UVX{p!c{f4SQfQiiP>?G&&9$PicJPvH<4n^jNcCtqo?=Otv)QugeC zmtCgoM*pg#exfxaOP%fP9Y<^?}sweAJbDb?wC=N+w)TK-4awW<;A ztZgyOQ!Rz0vNy1?rHNp0x`(1hsw^MC{Cj|GN6&yNx5q$GG&XVnzgy#2dd`cqjdW#< zw=Bv`am`|g#yV>ifK>F>8&i>Sj$+dXWBnoJd(?#9+8T~hy+{OkvNuZ2!{_6xYbY2= zhXJFI&%ZYn^1O(-3q+zaND=W=f0qmvY9XaJk&ezM%I=2Msm{j^?wDAP&dqvuzy!vT zeUg=V1%RsW61*LG2=D;;=1Rf#uWuiecb}&taVybM2=rAw*zoUT6hvZu-565djhY4{ zWI)*aa|ycbLp6)10t~RSJ6C@#!1_ZrrqV))4*_*$5W14H^LoV9CJ7YOPQGcd1+q;D z&IK~3M}DIS0G))rRG&J3bPjCIt&L-L>Z?exnGvut%~i9%TQ~4-3snqK zOdg4%kjjd#8LNvVsvzLuH*RlkegvhAj@drkEN#j7voDa+Xpa=VBUtEV?sT=FSjPP|&DJDSMQ*TQO;XE!gV0 zun+i^0?&&A99vO>nfK)`QTHq(Z4C_#K=OF#L`O#oq_oM`CzxRXSOGoNFQfp?RsEjBK%e%Eu9p zJ{06F+_q*ls*SXP_l*)vgb@_IW|MG0V-|P9A=^U_tDkKYQWh3uUDP1>spE1 zcpUw%qoo&sAyi#P;US;g^QP{}g~1q2%HkBwVwKYWgF47aDag{GU0KB-NpQe#`s5*+ zZVS_Ix+V=<0+$KeGNO>TL3kk|q+D@#=g*%27(|IM5};Uc{xbu$N)-j&dE@gWbZE>Z#M z1*1X=@`$|A3puO`#4d-*)h+;Gm>=QUCc)*cc1((EG1iIAB%dF1Y~H`tNu<)JJK#Ad z5a(b}mxAuD!pC-~EvSlKG<7r0 z!3h`v#Cer&1)Kxczl_oRH1|Vmy2P2evAnd^-({H>LG4<`AOG2{L$>^b5Ta z`hFu3WmOq~zc+vLwvPYwM7!Rl6|eE`4f?{63iyMvA;_azJg#ZG0US(X0&Wx4M)jIA zRdZ*$9`TKjO$2JcEI7FKWaZ_BBDg*_CWEWPfAK_?mL~op0;4@oT@gv1M+p^MZDVT#-Y|~=*Y&$dc;@Lh~$kwFr34!m^ z4vtxO$8!}d+5gEeFrE4zT2?hbd#3ic>PCp3nbA&Ov2ta8IA$e6U>rWoT;0e?gAiu| zp-a#5&tTterUKm3)~t6kB+g#-1$XQeWZ;%%EZj(Y)M|{k_Ds@%7Ol|bBM{ovi)nH| zAcJh=F6`P$CKN|FhQVne-)yKA*-Fh=%mMPF?G=t2*5&nsNV-a)a$u{Mwn5TBYdj5W zvWtu%q*16OuAr*Xe8iWs`96+mUcSP)Wal)z4oid%0W(nG#s%$t0Kj$L5pr;9--#WJ zG#X6HvuAsnA`35AgHsAIfyNf#PENGr;BWMbT2JrXu(v2k)j1ighQFf$e~|xF(~Yg?%Czwj{ah?83Jlc|LNy`BwR*qgSzU^g{I= z-ipNk!~?g}A!K*_1^al7@OW;`8=Q39Qr^%Gt~~*UyXg{+nR+M@!h!sXVTTpe)K*YR zABIet+!P7u>GXaAG3uVug2`qIpgYe5fUm3s&_P-bP#9ajplUgs6o@n+K0|x0y|%r% zdVK0;1VDehe}X|&EobE8ETS70i>apLwLy8B+JnLiZ6}s7AityGOU(WF-9v1LhX@CA zaP{=E7GRKIeQ9A)89yk(YrcdWm(U16vsOGmb5m)p6ArCJkk?Q)RG>86f>k_ZSd2Jo z&8GxrY26()`*6b=hheo%2*a{T6fbIeX(7!PFhXDX{g-GHueDV5nhWp^;!t@q*K~&=wPOo9X##hT*L7MLG+d@s& z6(ASWo_%y2N(r2DTln@l3VLt)n%624#&|!R89W4}=zx>3a;JLn`y80t3kSQ)?Vy`r zMz__t5lxL5tEA6N$jNW+6U&sc8*7^Oj%;M+NOmGa63uFzl6@S>tFKlbR5{lcTRhF=CmlbS* zFWCStrw+#UX(=1JsR-L##=S9wMV^A4?w)PzTxYE!l^?b-rHPr5LwgF1aVXp!m<^!9 z@fb6rge?IGMf451DIU(n7vI5kcj1c)sTuQGXVZMHY#aT!m?K1T^JE3$7a@AkN)a0; z-88_sqn2tB`YhJG^2AFzP{FqL{{rq1-sD08KvOjC}dozL)2 zwjmXmvP+3cKg?yzyxHlhv8%_Y&yzNdPK7RG=ENMV$upA}g7WoWx3;&n=Dfxf4lfFV zo$r|e&O|4G1_R1NEjOO78@l$j73(~OL$rH2#yw02GCtmio z(U%^d%3j(l$a|A1`6fBFH7p%BTW8_MFa3KTP(-VVNxi-H)7iN`aOd)+A3bnpjP`)@ zywzJ0F2E%n!w24h)V41%StkCc+=cMtkQS`4>ohwz*`cMx8udi4oV;wPHaK|iD!?jv zR}#zkhz>g1I77Vw^OIyE)#cYbYddaP?Et*;IGN_tRCJOP(of;OdlSAJYo9vjH@)57 zu8*n7Ld!S#S!QRoq+(_fe$#-%^TYv<6TU`pxyjND<4c#(p+9Wm56(Pp0;FLA9{BgJ z-cc2*k`W9z-Da9D1CEi_8X9g+vtUm3%(9J*t=z`0SBV%ku$B0~Pe!8mZ=(}(YUfLD}y(YNDTp>k0g@gMnyfIR@RK}t5-0yp1M4hs;i))Rc^*bovu-gB7CTNCqUkZroFnH>_Fz6~K5?uj zfw_*pnx8uSHKPTWzd4i$DA#e=Yt6G0LcGYMEYGayCYTO5BJaSV$u??VGraJ&7adoH zrF+A_cZ{B{R+JXmZLi25N!;4VD(qa$nFw(5#?kz2B+!>rXaNZgB1ZbHgWP~E?HV~V zK#{r%yGu)g4IP&X(?9OXax|JaK5Ru#TzY=Y*;v=1^#%_I?`tElbN$epBWs#6ipCI&-n|Gq{V8uG_G(Z|B7DHmp;X{6}$w?1!u~mp^}v)`x<1{=aIKZZ_Kv;X@o4 z-aeTDhw_R$bDt++JzO_UTr)$>0Mpjpi1l)i6Za74EC)QEydgL51MSY?*5PX`bpcyd!|qRH>=sRtfB77X7RP>OW0bCI%QW6z_oj!7jgW@Mdm+ z={QX{3k0C4q_h9fX4{fxsdQ}!)U?S|Ds_S1D|Qms1=J;FKY=d|FCF1*ze zYlPLtj!U;?McW5I#jezI0EphsJyW^sx$ZLBKle%L7}v$gVB1vPCoKmo|-;atKk zK{Oqkc!wJRNe9EA%LMFVNXAC+Q{7i!O;-z+kI9uvc!YM&6`+jva&VbqG+CF^o@7X8 z?3z71Hf?Z62X+VZx-*-c7mfly12mqU8&>*Dv#SlRANdsA5yEcr>Fzjr%wXSqDd$!F ze08RJex{n07c6;3jL=gRk>4!*zmdCxyL|d*>A`^6nU=}eh?dkOZ2G~du4+f1@p}Xv zqD%&=goD(@2!Kc3h#(mXyd1=UN2LfOkl#>%>X~B{V8X5AAT@h~RI>|S zj7`Et2k5EoDO>XYRRz!X`BH1qDAnIQS&zCJNIQ6|n(pb_AI&AuBFB<+%3_m-Sga& z8LyxKqxn32)wNd&^b^Z9*rxCAlkQfU4e`wnA98PR8pQCQ<)Zwi4G^`@vpX2IN*ICa z%$;hJr8-DiU9=QB&H+Od1U`WA3tAUC=b=ExA`!rC(6wxpuLiBMqsr|K4Z&ls)>VTl zVgLp_d_fOl8`Y(0?7DWA0F3ss56^)WbYE};6U(J3Lct!PE_-N)o-v6;LKTXlrNDg5 zI9KwgXer`@S2i}nLIq6?#1v!Y0swijEzfm(03!-2@I|*|M>-3t4$uabN;e~ z-FhE&&jH-abD+ z-=)nRA9d=7!}^GiB#*0395tig=7l#LepHRi8BEiB9a{FcJ`bp zI(G|)A2sTsgvA?Bl4IHA@CG@1%3N&ucI4J~O-Cvtu%H>vUO_iE~APmCnM^ zy-4pUSOeuEC`4Kmy0<i;D{_KY!f48k(F;KGUU4(^2Tstu3P^W+Z$1BZA>Dl3mAG>uguB%LFc&x{_S*<>AsmXbwQvNvZv)3V ztv2w=1}PBYaO5vzlKbb9{{6SQxw0&#ByKLavl)Hz7(mReZQ?(CWRP1wKZQr7&^#wH z44^j=9&G0R-K3wNO2je#qz}Vvhu{W{Vq(yVS_t(Hp};6K7I!q>0t1l3oyjOpwamiB z;UUO&5>ef-G0q~FfkmDLvOzx1G2oiQ|IuCWmWytpg}eSnbp39?Gz-OaF!F`BmvjFP zc?vLFGdfoPIsf2)h7=T&FNU4wZy$gIUQE-#23l^Q)jgOFdJuH?XIKjx96{6Y;{X$7 z@hixU{QqN?f4uy^JU;|@m#{lr6YRDb<#wC6ktb`OI9%A-xvRQh-q%{LKOH>f=q>9l z5`>Puc)M2Nykg8Ee)-HD{MBM(qHELt5_M3BUf%IgL^L|)@XtrISFF7$`|y&*dZo>R zoZp%$$tkw<;k#dMA59mvKdtOiHS1Yq=5tmc@EwQqfV4Xzx9Y%uFXhj_2rxdLy@oZe zZ=V$&@mEs5C5bV*Z-1Zr|MK_5C!h*Y%qUvndtm|)GB`|)R0 z7@Y03{M3#USZm^b#v;p6Uw;_EPW-n4di(RZdl(%yyRaUonvK2Szubur-D&b)rU7({ zl%+kFb5>xN7WZO)y+9+>(K0KcUBj+c?q|iL@L+MjI4#Endfz@!{NH|X`Ntoqp&#rJ zWW4@yaFH4?I2>p7+da5H!Eqe9fB(wM$Nnsb-7~p=UNrxtL?{xc*UtSrO9ahuogkyq z1``l}`$@rVG|A~Drj*~lNUgz$hj2eWl!|6Xaz&N`^}5BsO!i*xWS5NbxbOamIjOk6 z_1FS~%zSlnK&;{y4BPPAZHdodq>U3R*+0&O89ab;@}Bw@R-u!l`bG`RF2nuplN>aU z$tjlzWO8qZP+os(cvjYK%A0iyj_$X6e3C$;Qwq0mEHtMUp0b|ti74dMDUfy7v&RRD z06o0QDe-(8c{_P5Y5%;YBrq8SjGo)A;RMl{enfs`fq|XRVg-!CE|||4(&Z z+o{h_FVP|&*=lPW4m(_`Yd2`H^|b6*`Nh|;P>U|K@3?uGS#9r@Zv$EQe^J1Abd=nV z#9xY1)Fcw^>epFl%EgH4@Jq+nsx`{J7o`@mzW;i88ET<+Tn(*e>fh>o9~?nS2(muM8VLaY?QS2 zO=jM~B;L^aPec)VoNy7Dxijqh7k_W`xlYt>!qn&2{L?d8woaVIkQU3yQhnO)^HT3_ z>I;3B%mHoM)15C~Yit^LS-a!lg)3=dt1IaC1A^ld&yQ-q*jbZr95y!7-xx4f@MLUq zw%oNg>9D}rM%QN~sY^y?%}JrEwl$LWf|+Rw>F-?bY%zb@+8b!+at%Yo;ZDY{kW9O? z8*-KIO5qp0#$HEwIS~S1*=}+W+4pOVjEM3{joT894@#D=WOuu&F>9YLA3igMZcCHn+Ca&)8U?mrQR|d@d|mvFg*Ov^Oi? z#lCeiNlY-V-)x&tS}sbqyLew!Ded$-ZK)4oVH;KQyhB6u72+a|?`^7CzK^%B;L%e3 z%_}E%iZ9q5_g^*UHclF$Hcr(QuUz@ipzmzft9#Znaiu&*-o8XhDbvG3FRr?jUsL0b zbnWH!TCRhC>GDbZH1y?hM5S!obkCYuOH0T8w6yNYJodxrFqIT{i|_Y~sh|1SpWuJZ zoVgIOwyzxq`U?N(-qn8bo^GkJy7BSl*j>_}n88hIO)W94W{GtPLLcib#82#QP_*X% z@OQe3VCQ#h*pHm7CdkOAyRLeob^Xq+M!t7zh@(xumBI-@ajQSMx#Wuq?M*l2pMAIA zRK@y*=IDCu8JQH@notqbxOVT8&uo&2)fzY6Y8wx1H_FQ*xXUn82IdR@fO#MIFt4s@ zB0oPtPt0^ORgWsd5VN_HHRCTyonCatsaj|iUH;RMcHqGa$8X$$b(Kg@u=~5eN-=w2 zIB`JlZty0atoD0Hw6~Z%N&oXn*~&i!PCg8s%1iq7MctoIcs4A{x?&&1WY)(J{8!37 zS2i~uc-CUHsiAS|SjWKBiv)qE{V%M2PM#D{!^;^JnaSG{ z8XC@%O@tbsj`Ml>YPt0Hil5lk@KaE^oTbxMvC|uNJ_rpTz<9shkqZq}OHx0u3i(x_ zVlWTdBxE{wYX*mg4y-c&`X^MUiP%E>dYYH10AqHjGB9vzI5ayxK{g~y_QA$wt~D=@ zRBkql>3eRURcpwZ+mp7x+b~ek zw^aVcewo(S-)-*Ga5$@eMit{chO^IZX2M(KldAeq{Io0T$u5fdrk=jQz(BHF_sns5 zjZQG1vqT4*dbP%Sdo8luc!saqOA~YD7f1AXH|>=9G~}otpeW6(c@d|U&`=&FH+Z>w zex2nup*@)|$E#l+;gkN!()uNSIX*G3Ww9@ZD>&B05Q5|`zF$j&u9X5RUYVkO&{eV? zs`Zwd0s@u?2$_PTh4W#Bld5 zMFqPr0b;bGSc3FWKCM-vlHca--xn&k>VqEKEqSown@37iMT~vFdT88=oO^M?*Hl0B z%RvDnN~oR3-SGH4iInQ&QsYCxL-+;nw49GE99rNt4LIZcC*YxJsR*yRE^k-Alc1}w zAN*%Yq=*p+#y^cjgw4CT_NT2{BlJRM&^)@fd)snSnweeLg(+&@ zAJt@&RB?lBgLaUuSh4yEjRM%3syV1g4zjWn>K=G6Z!Z*U7 zUe+Ru1nwv_%iouj@b<-XzTNdnwQmFrH`EtDRpx6U%TGU@DYOl1Z{G01C2?SEtf)WJ znWPmS^~<#-2R%IQGn*L?yaqFEE$wbRGPp#necoa-9oqVO-LqTr#Fj;9uYY@{OR~m) z=xxR6hRq)mgrvRByV4rjtL@)@{w-op?s1FqQTZ6rRE^YCi;4^DMaBg%c2-zz5bHa&l34+Ci^br;5zP1J7aC zZ;;zD$Ak&tH4YzV^iK)Ts;S=^J=T9(an1a`${dm}y+(ZmFoZfGh;CREn!tdVm)w@rh z+WF+^$(L>IH&V}BBEl9DcKXBC4`oBrH{Z4vP9&ZB;~;t7Ibu)z@z~`hCvvW~ggl(f zqWvM6lM^$?PU!P>x*Vx0zxT4`v`(N@-JJTWU+mmNuLi)0nP}{0{zVOJTH44|$iPvn zAn1&?T*qDMYI@U%cVP1@hkElLy2!9iEy+0SO4ExALbBPvSJqO)o;~k*5idcRIhYdi z!WNz&xn*4=^`^J>X2X}$|Mehn%+U?;gCc2$#+DG1w4m-Tb zWhU+G*j?X9r=2LS5C>?N;YKqsc~hP)od<-siz)j`b4K&Pt(7VF{?L(@@tR4wH-uR! ze=T3X>AZECA1)j7Had6By0gZz7mRzq@BZoLx=a zu1E3%wQyEyG~U|EqPS9)J;-$W5DWfT7qDM~PMM1q_fy-nkLhc%%8H9T-=ob1YEN3vZ(se-bWvtyo*3T!3M3!{kS}x>*?&`j_WP?xTKOb3kXWLEf5tIY}0_ z_{8-542B3Uta^}ByKE^_EhQVYp!==0U~p*5o!a;{cw3bgEKc}mOxqeIr?}JMreH)` zQ^{_<1V;hoobwQ88V1^)7?bQ=^A(SVgurfgcDnn9&JLz|fWrLTpbDlE;-uC#BNLO# zCK9xW3tGYI4B~-(0Yz#4BO7WIHM_$TD6GxQ@zCz^%2xjzK^0%4$h-0WA+ao&WSEL) z+~p=8HO6NR2kfaFaKXOagM_Sx6;8=3-?^$NCDiE5?KLCovLV1H1TI57+eLn{&c&oW zA{V6@Al+1+QE)-wlyjP%tjom)kJFA-j^RfbWosA5HyDD)?_eZ8k8{_s>az(CGJf45Obk^x!snklI{X+tA77UKL z;SNgPngx{pZUd|qeaAu6%ah%#_;T^<(Hi05?F>Y4Xg zpy!%u^l|gR|C6#r@l*F>cOEa?a;n)Yk>x)J>|Q zlOoqXx`i^>P8$-5DJ>W6ANGEB;)IRidVc@w_a1@8tx$MHv*g!bnA~9zRn2%=LZ)K9 z4kpHn3xD?9C`}?Wwn1Pq2~<6j-c{fGC;N;uy<+=xtqv zWJVENAN&M+y!qZ6@P892HX9YH=(^s?mndoh$LBe%*{o9qaI+Yick0QEi*~K^ioN0s z^EJt~*iv)`m{Y_Ua?6*>()*v4gAo`lkKVOm*E;EPsq!Yp$YrOYNjYds`C8yKF0a+0 zB%?siZ$t9*t_4?@fGZZ_uvA14VC8Y?*WNnc5w0k-&p6HD1tEtciSlP976H(F>(NZ33>a9$hT{^fRSmEzm)n0_Kf+hKSa07`WzK82H}d;}O)bzpda{$6&qQQF zgwARGnCvmt9j0HTk+gR!>QY|ET3T`Djfb7OS0E-Vv2i*TT2!#b?aGA)(XEmnOWW1k zZI-0t9czl_sUb0zk_jF*2^78rcN_YtXH=e>vZiD_$Hyh>_DJWTkBgJtxO<9OBYL*P zH+Z?=J2&Peb#ij*vJlI;7dzH`OKJ4uaI$D6`2xLfiTShb9niKI8QIDrApqTi`5Ldp zq%8&e$uQSzaG#f&t>9cc-bcM&_akj!jf|IjZg%uqlNV<`n0BU-1*9#e@N#*l_2>*? z@cAE_7YfCgQ1Fo8$Ju* z8bgI981sx_FR^&W`r`0I)VC=io5ArnC=%j&1gUeE2S2t?O&ca zV)cpp1UvOJIU!e%c8!g-m=5%9@0hptRL6$SPHY#DIW?W`ucht!;Lx&1cw(H9>fC!3 zi>?0GJ#}4DomdYOTrBJ?g*+n0OCl00@C5c{T3%SugAQ`EJ!VS{v`^TFlnT9~-!8UlNWo zPOH0|kzR?N4dppBRF3p4FHi;bartY{74RkbSG=w$d}Fj%rkn88^_AB#x}dRxUC`Qk zqc|ZWauna42e=1UN?0qgLNP6yzCO~nDepwgyZF!1&QUnb$z%Dhn9cGo*Bf&9HfE<- zl=G^=9g|uZPbUK#{dyNuZ*P?LIFo`pm~;1jzSsO9-?lE5fb$jEFKCYsIU3ZZ7DRMD zkt#TRA-T6kWU8NS%%tBX*;iWe!k8pzD4xy-U|Pr_=2RNC2#NZHs7ir zd8Z{MH?}V7f-{p^YyP1C(@!?8;#D8h&yU`Fc<#~V{Uz-do$a>G*>|s{sq7lnFkCJfsO8518*g`V_eo0>gX(eKrzp8NhZyXgj&nWw+-gS4j; zchT~PR{hKwcD-D7uvEwx|2O1i)ZB(G-?_~Ee6dk_W=d!O_wV0zDux{;8k(I=)9IRb zNIf#Zyv89|&V0Rw@A!Al*EBAo?~O5^Z(HbZ3Hs&96V;gYwe^gS_(pOU+IrRC=*cXtPP_WDZ239H>DZ#OJRSL`+tls+~ni1FF}ax8b}$Da?R z%jj^%ZH^BLcC6HO)7(Q@kycL0=$tXJhnAuCC5~HKO~~7wQdK`ZP-P99MYa}X1YHhf zS_w%iWT~g3QW|-#D@DYyz_Ttc4(BVg!+1HFTE6G`hXRAO&JWu3J>@QsZq`ftOwlhQ zMZE3O_3g!Wwg%G=a#!Li!j~TB-$5zte_GXPS3Bl`i*Q-sP{P@AndjuMs;lo>w+2dS z#@63oykL7~WZi=un+9ko3_32!F`n@$@_=+svi1|&mW-UOm1^t>u_F4<-wn-5`=4nt z@#r_@?^2;urj%d(`00t}%vy|YsrvHxg#DdcX`Q!nasp=>seqj6>X2~g7l0ViKePrX>A|Fd{g-x32H^_TV zVx#*23vTT1(&fCgT64X58tn$-kHou{%1`SR9NtKv6ubDj*u5?%^uPHkih0;fVxn*% zY{zGLN@{C%CaYD#+XZ%xTWc(p>|0yAGWW)9!`cVtDkn`g7{$a_J$aMECHS0~x$-s9 zrOD0v^2y4`u$luqWA5(SU~IkT;)SzkcGX50f?}0tiVutiJP+KlNhmcx>TgnIKy!nQ92~hY>x)`2o@;mooegorf!&^f5^6&_&P$hIjtC3{bx_8-jZc9Om zg{cv*)UV6DkHpqvkL5p}j21kHhw}91eWx#$m}>j^`2{ad0N7UtV3Ot|Ai+rKH)xIv za0c-oY_XpQn9KF0)d@TCaU1W6EPs|3`|6k_HLX%snsNW+A&iI9t+qHF$zx60O`U@z z()mz`2jU)?G!68R-L=c%r;x`-Lyd9-d4tu$etlV-+@-k*Hb36&y>Tc#YIWUZZhZPs zzGy3_@}7BJy1t5KPf$Rr5J@0^i06DXLAkP)B&&7(>hcFb8J`-Vj9lw-y64hf)v4s+ z63ZWBZ82EYFyeHI@sk^X*22bHrDrQQt4|dlt>wba@NTtW_f1G6lRb~bPEl- zu8~_=Xo>ueriJ8EWJP0K>wxv3zwEM%+E9=K=Jv7zCbfZ;wN2jE+bmbiB_LqJF()T) zT*!?RYPBgVGYV`6nvn28S44?q26LZL8&k5@>(@(gu+3Pl|kpG_|o%juFF zdlg3U*gTs+Pa1QYu@)G=yyc@SJ(klKqVP;>cDq=-gM2*4Utno2CNdG-Q2vT;+)x5f za=k)&EI=8p4XdU8*B-rZClqUsc508_2q&=TqUYqz!xJ8l)V*J zA%x5lvE|gu8|Yf06I81r;j(__;VVIYR`m^oL_ZO~Q=wtUiO!8$sanEH&(_MLv_$D9 zp;G}$y$v-Mvi3Dthf~E4N$AJou}bm&QpIA8lPuGqQ=tws3O!r(_N5Pr#fryJ z%K~X_I|us9ISktR{u#}A##DHmo!&s5=sj@1v)VhPv_@;xe?5l(k%<85}g z>CCBxdU@6UUt&v!xjn(b?nQ-m>iB&m##Bvu;YbuSm2d71XP1UWF4k|KBXmSYk&l~P z&3%CtIt`7Pr6BBTKS7O{3F-+i_~;U` zP^_;?Bp$VbeiKqN)fA=0B)7to`o(CG=4V1;v|8_!3@^{tE5>P8ms)zW780&H$eoJo z6M7Wil%i$VjGQp?&eU=b9JiZ#haOF6$u2?1HT>G?JV-$wE5 zre}J}q<2H5a-p1W`U3;*AjBB}R!zDeHCCXHO< z*x1-{0MvLNcg(^dVg=y%-iHe)_(IcUURv7zN5cPH>bxRMf& zej^Y2_x%9N+!a{r&Fij}s744DAzZfN5q?;W*)BMmfkc8O9hQ2;>iQe<6k z4y@^MfOU-f_0>J6;A?-W)i01kV$Dxl%cm+p@iI_fG;m4SMRp{k7?OAZEdAWf5CMBqJ3Ze|47L{ z#>U0%?k1DfqdrVui&HC`dTK_v2anH+s%sAYbnB|btVl*%{0n9`Mvk!j9u3u)8D4y)kF>UgqR6kR&%@85jd70Xrk z&QkEL|GeADAXLV&>6v|73$~dAwQsv zV3v338lKn_lK?kqAABF1lb^2vn|C@97!_LYQq1xEk`nz!fE}I#co=6`(UTvEF_iN9 zaDLEn3D_NTU}uB#;^%1u&b%0aiTeV~gd^_*y4SaNUfCk8Ao4Tsgv*q&LJUnza+f%C zy$$=W-e>^$+rp}<)AVx;em0wpI5273mp>W37*VUJr~o{rIFWI1y`2EiJ4vsDGmzMP z4!C_>f4;Fso>kuE3(z?{4`o+p=l1|ulMVDT>aXr?r2<)ZOz8Yl`@tHzq}+~7H72~BuDmp^=M=1t#S;jZVEvsOBW^hN%k8bMb00f; z1q~YSt7ggrsF;zlaW-tYab}S7gWJx9JWYyX`oL>0kZ<4sy2k>rc}fv%9`~(9q;4ve z31lP&7cSfZhSmM`Frfwc`5i#3vR44`z(;G9I!X!(3d%#4f&_rCj0*_j znGYX6bl+M+sxnxW$w`pyZndZtHxWkWrI3UqL<{~pz^n6CtP1nC^}o-Xv5*FG9ncX4 z=_mP^KKUX!FN!!8sPv2E{*I7Z;4611l9@651&o)ARgATbm4qW-mK% zEpykdUA=%7ZeQ!q(o~`{KTKB%08@?3)nCpi0GkC1VZs@iIj4*+yL#FkcB9lJ0}%ot zi0$g;?p_XnW|SY(pI8Ap8!`&69v%dQRL>s}>*&DFVDIQyTsQM@-Pdb^0so1nNM$l* zcRxx<=!NZP?(NUyI6&z70@xk*1jCXav5mJ71*+=);q?O<&jCex1Ge_f(6nyZq4)TKDMUJ4ujarNjtcDR`PuB`~wdh9{FY&Z&A zwUzA1guT*HT3`OageSn9+I*s7uRhuS?KkD{EPN;_b-SkUSdlP6C3C8!PuOGw&jaak z;(p+7d>Z7TC`cN;8jJxHw^L}uJhhNWRG>SuTLN*{PENL0uF`)28^9_&`sJ;F_AOB{ zu=L@hM}Dvoivc>&1r01(zyl^uKR1CUsjSqwy1B7|T2&9O7cBxRtvmEKtn0b$tMb5E zN0=$CnI?{eMs7+_!4{RptFT`bF$6WBP35q+iQMbQ$H!+TXgeiR*^wD8uX*n7X8rx& ztFw}d8<%Tyeo20E;9U9DUw_m9(y!Lh6FhCG1A}O0 z9XNN_`Q=aFMP-4l`Uv|C--Bn^6{ZUR3`uMT4=ERe4afjm85_e~-B=MMqC>=AR4)Yw zf6ZZonaLq>zu>dQ-ubHD>0ewD4smFRG=NT5{$VAv!EI%Jv8Ol?hDCiLjpgD<%Ys#7 zix}3`sYhHJ=)DQ}FJs|_dbnW0@3tWx&RLa&Mo{)CR5M&~CNyl=VD(h?I#eI_uwaA) zDy$$Y>pWlplG~FNc11KfI2PpPy*G18&K6qv++<$v9N8|&BM<1si@)0; z`Vqt+6I6KWVQYmO6^xf=(>|ZaBH1$lm8J$gc`1^Lv_d@o(uqA}u(Jjc-QC^!b#<1N z13`tzNC1`QM*vxm8)n&j9nBl~`Q}>K$EW84R=ftl&tQQ+7ojXc@-ut`*HsBz-ox_; z%>*$dENpS>0+`2Q7-RzkX`V3+d;2aR2#M{dhc**|1&Y0?IG#HG`oRteMGM|M;%5SG z8X3vrl7SnwW-KMx7ufxr0VERf%_4#5F(9|}gGK@d@Rro8hM{7EuETECL@;=u@u^?{ zC5|6I{wQ-|@ANfG9UUFG5%WrqSNn4X3U~ zET_<7U%Ya~pOS!>g+;LBh$Q^!0qPMW@NY=~!?N&LN7EkT?EDEE7UNFvL1Li1FPAvf zGy#?cgkhmkHE3mNJ~=NU>wI*BgtS5Gc!%HMuipXbRTkLb+WCQCVjHb5+>VO3;((JK zl!2a49=kX+nP|&-;K!u&!d_^{4rg-P_DalY#P|c&-)uML))5H_B96r}B)IopxxHa4 z0a5K&p+j#hirfe4j8a=n7U3-#Ul&fY`ww5CD6C)5Q@8x}FID zJDNX)ZFC^5yaIFt1SY<={nm@LTu(m`bPNzz!3p0k$Dy{lR;go0%mn(Hoa62={0bFp|YEq886D-vosKhX$My$B=IpSyp!fzlG82 zSiojpGeMUrCD^yDOIC+FxtgJT3XS-+goRpFTB(DU>!8$Z05+yQLfU})Y!*U2ZiDhE ztwq71dG5QTUJ6v-5PW1x=yD*4Puc5ZC#>=!fh9*=jFEXw(E~i-JSHqgd9`Jxan(s zm8oSFHn|~7kB?y=Lv!s6+sU0(*)P)AtEM}*%OJxe4B@ob)SCRwEi{+7AQxndS{oYL0rPAb>G~*|^8Wo3 z;;#V~PO}}rzoM||o3CX&`cBsZk^^lq3Fd)n6_6|tx;UNES`B2cGIS5FjJx9{3kx@( zB7A}!*RpAOdxCeKE01w?)x^|#*0bY?sVakj9qNhX5dGJN!tyb)`?k=5qRur_HLMhZ zpuVs`8O6w7odyI4i~Zj}M>y?TGfCP~sEW~1 zN3>hfZP?at1+3l;1(BUTi7d0J&)LeS=x8^mI%{FSIJDe6a?A`$=H{z1oIy0}nm*?% zGu*MtP)KWlAg4w}D6n4DwUH%SNrHygK@)alZ;BbQ&3~fD7D&IVi(RuIYy{DN4xcs> zhk#J8q!@&`y-d_+AzM{*^g4uRG{u3CMeE{-HhEH_Wqe3}q&(f92)5BL4hpA(bH-SE zN+1P%HrYhl;M5qfz|%*kIlL4q6H+Xy%c&uFhgpcq&%^|PVMBD4TL8CuU2qx{iUyne zogv`JpN|9diq~+3p!TahQ>f zjVELn;Y!P&hw_^s6P{AGLo-ji$v2YKgIg1Z+1$LcXCaG^i!yP|(>xeh_hc>$Edyi1 zW%&^7+lPZ6m^JwTZ72*AHD5@@i3xz?yfYAt3cxOZnZOx)5GsGz%ihDL+IT|hNbqA` zQUJJ+V|zB!Y?f#E(Qd)2?*KIc10bUlf==I!6@-^s!%p-|Af}E*7aY{yjDVpZO*m-p zDc6;x>E`B!fm~K5bon~kO{vP#)YN&etVi41Pw3K0oCd@beM5sG;I7MHdxJ+r&WdGu z9cbFq!B zlkIBF^Ko$SzNMvQ0_x0dlqbRNo^*(9DpX0az76kW_hYvRf!zZQEbC02HPlI^V0|2|z z;5A_ZyiqGSy1<6KNcomtec}+C`wqwSqou^VWlfIG1%Z6}QB03IMykK&mo{+Xxp=Se z0D$4wN8G&3XC-M>1Jj6%&*MO)Y7{_GLA81E(z9w|NRp!A%ax3cU=vx7`P62L&( zwfoy|CO&3H=n}I5USL`$jI7@d8RDxpnxNJU@|0|O*2k>9#T4X+=2+ydY<(vtdfyga z4m`_gCJ+&&aI0-xv+&+;ubdo&1gSq2Q5F`44!;Rs_o4uYWmnsFe$7vYVRJyYMfv*X zjbxyG!z9iu8VMcpi|h83HVE)e46KC2ICAtT8RGb2kY8Pd87v(V|Gf0{ zvr*-4R7nsL9m5=LeQRs$xabKhCo{w^y1};~7B;Z9PJvK)W@cvRqc>95KVMY>;XWcR z-T`8ohOl|lPjU(rSDVT8UMPEt_C$6lt)BvIod9baB&Wt}sx4(x_CJl)+YXFBC zssFga4i?nOE9VKB6UI(vD?nQRF~(50gHmK69WZIx4<-qa>@#;h#UG5k52OL<0O--o&(>En17xQR;Bwc5Kqo53{GK&F@>H`ph&aQY zr$b6qyfiw3a`9wJ9Y0Qj)1Bms8@LSeA~T+wSBU%ds%exjc%9$|)fRhY&_QytAL`K? zMH^v1nW^Q*mH8ENXJ^LEwHvq@%28Q&@2)4NC|N|!0ix8I2$kh306$3sOqX*8S1gv0 z36Iv5Z|(vMB{u~#uHlNN235lVkb;0{O|w(5iCAY2%9_0X_SrXAPHGI`BRB+QSP9s* z@s2MPbb^t=A_W1Cww7jHJU3mHX3>86MBXOJsxyGj@*tNfEMB(ou65PC#k}hvlZVH- z>I_9Dpyx|!pcJn?Z&#YP1Q48aDaDa(+EBbRIeYddWLDDPca)$?7`2@~4qS~-3fCZQ=T1u48&MOfASB9aaTY!a31qwhVMHZDb5M6t4Q@U~^ zI~BmyPryQIId~9@hUx0P z!Xjw8s06`i0oFfr2}#L;AsJ%zk!akw)4az(U2g-YqPRCtKhwRtz?gTvF9C*IBU;o9 z^lfQ@6iPU=|MCt|?dOfl?Bd;9?irGb3kzG{zDHA%an0z~PLfDpsly|rmLp^P@*BNA z^X$TBnQ9TMAvLVD;z~+7mYI#qt)Qy{z`_V9W$s9mo%{Q=vjpGq&ZD9qQ?xmND6|mf zdHogGD@DKEwgIK0vwhcRiMu!6nSfn$@SE#?l?p`u*$;r4; zjusXa(8h))^TFEoK5NGa$SKX%9<@Ag{wYQ zyYb*dDkC!sUn)w{wSg>a3_R_yJIM{a)jXjeOed||#D>+&JuKc;O>KkO3-Ad6yFKp? zk`TQ_c9ZUexPDU-*w!M`l7s9Xn-#8!#Norwfk{q@{ZxpNi7$maPZn6-dz_-4FgoXr zjnTLSmZP6I4&j*?FE2rsiJSunVfjtq!`QybK_$vxZZ8FISlq2vV%mnx8>rXN1V9Qo zF{V93d31kBDG7m-O+umWHar?t(M;GO3cYY0?MYEnYG%AaiFZA-hIA?V8I(Mpat?7M_%Rs%usjjb;w{P|DJTlS&z^5YWO^ zmOqns(TUqr6+)mqHgAt5TZ67ZVU|o%sEMkLhwngOas?YB8O?SXE#l_Y*E=M`s!gt2 zRu=qZJR_4M-@<*pLoX|&!I6ln1@2EJ3*kc!HM;diLKT&jIL8MPpTF~5d~_E- zzZ-y3B`RZs;tYNDOw53wTBxA9+6)LmAG*4_LR+U8TFc7e%J93$ARu>?cInJIn%h&W z?W5Uwf19u`px-&axV6r_>S{WIpyjUmk)U0=d*@E|C?sq`YKsV=`5eIQyF&TC_woB< zRwIiqwuYp^I#@E$%p>I=;F(oLu-@dsd&j1xrphyMINZ^sZ8aD$yZg4dL1+i{e2wG- zfsl+aAXTCwQS{Qt@z9QPm#)$u(k*IQ7639#9acCJ6$0=O(j#36N`TxY57RH@J*-9D@XHcj7(6Mz1_VrK=1JXm2abR}L-+k0H4Gcp)a2g|v zKxNOaOr7diBWlwtJ*kk^6#y6ad1UQL%J<{@qq!d&*i5S1>-*b+z!CVtRX@(O9;X6D zP50T?m;~Y zif0)J?qd)TxGR|mRZ#UQh;Ig?F({$|{2(|8I7I?y_ZUC~eCg7qBPuF`K5YG($zcf2 zb48}Q)mVOUY{=?jV@^|or{C}gbC6Rh;~WtEH+6ZEby!+rwi&3yjMcYml1R6KGG6v z_Csg@+ka9gr8$|&tSlbwhf?rV?b-Q@Ic5;Ix*<#XYGzCZ4O`%NkUO1&yGJTPf zW~QU4j6G*kqHHVRWydf#rr(TtT(JhATrk=!z zMddd%3@k$w4!J9+q{C{)R?$C&JS81CQ*qVRa?(`M`L5w9bhWimfD@g^f zoG}$OjV3I2h=LM_4k5Udkny-#fKlr7Lw3vn70X87~%9!g;3ktkUA$1SY9!ZSY;5O z$wBs#@JFXm-Jlq(8&9XV*S!!V*FcUo`1lw2Z(Qe6P@9Oubm{ycw z-Kllh$XS?4ja>=VI9apk#>04-a4%!y;V;JcNTon^Jd@Ut)@%C*RXv z3crsho>c9KMGFOHFFemhqQ{{=AS0Sw`O%&t!$d+Ew3gHZ8ENT?YAZK2qHFU~+0tNj zo~&Gb&hb*n7YgNUgxME#kHbJIwbIDsn4(`frZ%kH>V_%KNL><>dnLK%lQkoj?LrCQ zx!{YbbI*{H$UPNVG(w{71S?z^^q6S88gFd0V89;Z;lXL+>3I669^7V8YOldq`^1ux zglitu3SiM3kcyD(+R1c~Hp^oEsGw+c;LUH!`k;Qt^`9g<;M;0JHE8;oS0%ycG49yi z9yb#L2t@J_)JLG)sFQH&4YDp64B!%mD!_<7>;B8nH#tBUos=M}?8MY*N7#w&-YHS| z&FVkNS$KL&+BEdF)p>2s7n6g<0Lw8#KP09(f~_D}$4C1uQ#`xaZ>|rI&3D3DJ6WFn zupvl=-FY$#;?DAgUO=3*Qh)_P!@=X0RqyX^5pcb5;Q|M!hQ-*|W}cekr;4$W(o}RJ zTc4bE;8;~6pk(d)9?8zTHB*p|wh7@53SC;2{QQi^NQ5Csz zi1~MPd#5z2dC7!eh5RCDLwwPJ`TG(~a_lq5NqfITxn^`6tT=ckrDm^m4zWi)O}rDU zqq|o>J(Sz{`$2sxwJH*~PnFSKrZv1G{?13Y4+ICbt z@TJO-`|-S=*1wh4`DA!$^%d}K6Y{SYP21W)LK z)M1hKgW*Uu#JQ|C9DtNeY*6`pHfgK@mJDS4CrlA{S|&vsSZ$pnt~S)614^U1Y~;Qi zl%1!n%!V%OB}tTuRx}=DzKaxQL1|~&-Y!Mrw^ROhJ{>2U8#bd%W;DeCirrMCf(1E3GGfjkPy4UL`zov z^0fu5CD*el7XEK`ne;#y;0`^wX8W*?t4)UR@W_Rdal>;ax?c`(L%4pIOGrBj23j;y zE57Q(MhS885=8oKwpKU&{sVtb&2K-zGwbr4 zZGeR!g_Xrw3@rN+pst6NA4u^&gbY{nc=2zl^!wOR@ZJMZE=Cf3h@qcH3ail|-IxHX za18-8@_bl`mdsFrqn6E@x}hUdK1lE7ZzEM%I_V}=HCDyta%Cznj5|A>X5z|_nk~{1 zM2Bb%S+P-lyvG(h{tJl=O1CJOCv8j-qVa7YNdG2jWzplHz-dB}$c9mZ_rD7(18>{5JKb%7RVjjV$3bw)v&upN zdR0+h%-3)C`p5K`&6kOi9xfq~+~{EN2z0dlZrvvB|6=MU5n})g42U@`EjDlHp-*jwGG-a{wzN35KZ63Paqk}2;_CnQ#ExbVsyQb?y&8HD z>}|8^|EqE+5vw6t=Rrr3E9hq1+vmZrk*3>KVOj!v^P6NLvl0|1jS8ay2_6gSwr?MN zBi8&+cd_bOKu~IvW&!d1IdpPdD(a}E{w`2h_3?X{LtzarlJ04ALVH)vnf+ z&nikdamYi6ulm)fFBSv-{Ns^Bc+WA&f8n_i-f`-kho#QIBO<2 z2%Nm~6Zjj0h`j6J)?g|2Z~fg8ZWR04SAzZVA#a-?Kh2!52?*Hu{9B(F2R0SN?vUcoD=|6jOY0L&AFbq*J#OK#Wh-R53iC1F3H-$HTeqD76b z3*jDR?013uryKiI=nzZ!FSqc!+5AsZ`v2?;63m9}C(t_-U7-IOLa60z{Y+Jtnc-%X zjJqk}9@%sC2LGqF{QuuJ?@PFa0*dHw4e@{cd9vdcfOr1uKN#bGzIS6EK*Ij>&HuAi n=C332zjt5D|AK8tpH|j>{~U95PSkT1mQ&+`?s@!=mv8-FI`ZjP literal 0 HcmV?d00001 diff --git a/output/churn_lesson_L2_U00.png b/output/churn_lesson_L2_U00.png new file mode 100644 index 0000000000000000000000000000000000000000..de26f88d996f9852d859caa88ee431ed870a953e GIT binary patch literal 69688 zcmd?RcTkn-);&mTtKEv)21HQ601BdDAV@}O!~-H3B%8=d36g`YVg@~cNCpK-0!j`7 zDk_rW5di^}oRyrJ_29iqfAy>RrfRC@pP}w;MGkLx!rp7Gz4mic@ubY^mCP&Y=;&5c zj{mJpNB0LG9o>?FKbGTPv@h3|;}0QQ=~K2UR))6rXRHnAe%Ft@TbH#xiQl7Y32 ziIwFc9s!<1d$$?e+Fq~`=H<2c`2ij)Ya`x@(Y#Sy0hP`cT$C1X0z&HaQ8OHH5QJF!E06@{&CZBu$JgX2>==Q=`r zoLX9v-tMQD!ZZB*Vz_Z7ch%4D@RtehC94;GAO3oK<)Uxt_H6zC_m35C_BZEhYieq? zyM=7neX^@ELh9Ddn_S~&^(qbynVa^W3NI}^;p~4_P#{RYvm&g{TVgK8pyWaK*SEK$ zLWle6Qv&(T9t`A;>xGEeC(_6H3YdQkmtk{NRgX_Q(IG|ir&5)>CSzh^tg{Bj`Wx*U zEi$^VG3vz(4MvbzQ2emh^UUTko+ad)M0>NkM4B&`%E$+8t610RG3l`ktpwAWCwK9i z(Iz!dy5BPD@3mXKZr!?}krCC=9@=oQS#{)1FBXv}8O=^|JCEJrq}fq@eC+0CCY8(X zhfR(4mJ}4U#uW~>Z_kWAIYPe9eLx%AJTvS&AE5)i8E);WMBAlG*PlJe}2|#pKf-l zYTEp_g0

&CVQ@$H(qgzi=Fu)uUrH#6(7gM*{!?DMXo-C?!3-EEhyG}~_F)hxoQ<>lqV z)@{dQ*O*j{1eV&pDO_3mvM-h`H-L;+wr~vf6!u8qLs_49!an2 z$8hb_POl9WbC%Vu2^O;9bDNn^uGq;ie`fkNZ(dAOjy<=yxZcH!7qL{7%*~%x*VM?_ z=3*tp9l5eRyZcE{s(JlEM<=I_?sJ=uJy$=DJu28_>r);g674kF(>>B%^EU2PQ4v?m zrJ%AW0u~L%gUz`^LqpZwHPLE0m-=;F|KQsuqoox%klDJ1MZ!%d*J-rcU*9dD*TvK{ zuBSHk@yCy+nq0@58uDCowr(vpRI1r2;}xTsVt9~V%4fI2hZ5d=on6CZQN0}fXWwoz zS~`N|!9qK4zuj^B?W2pW@BAEQ5_NOev1ZG&of>987&`h$LJD&Ub*7A^RCLu%As{Ty+t2={(RcN(9m>hq)lqV3ZnI7- zhc8Hy@xObQ)|~4+in(vwVt6lEiXU?>ou{LtQ<|`=JWN9W=>f6`9EZ;5)!ALRQ2EcY zRqPaeISrQyu9|V`Ye(cXT`vYurOJ?1_D+FKEuP` z-|zI^7(btRv9B#*iB`UFwCQik(NGZmepUVHsfaN5In6^x<+XUbSYf*!PI2+P%J1Cj zPb+URaIX}dCxM_c{K&G%%6`N_+q*--S~9$$&gfwMgjSU`;Vj; zmKA3xsH;B+4hgyKn)`@VQEcM#73KqHubK-4;c?E1x9z?0`0=^t>Prq^{CX8{queK) zANQ&PMQ?^a+x+|r{NAd zU7uvUS!w$+J}EyHeySedLyOl){yML^DZWBgI?Qz}U~X`JP9Zin)=(SEG~K-Z5jJ{P zN`-jM?l2eS&x1GE+-H<>oyXNroVZi}AUOCbi^wJ8LNAu7LHGIiG_$(6V|SU`-FV3~ ztUMNuG*3r&t1`#ls{iA2DdjP#ua}puh@<%Iy5;R%*N|q$?>^_kv1?aP*!)cN8aDB# z2*~<0yHB4!jo^jIGMMU1sTeY!Rt#-+9oMDQYs=|m+fw{_bc^l8ckYx@zLeS8RrUB< zxmvt>f@sOS#_zioLTk$eTXg#7THoE}w&w8uDsEi*{(a^1bA`8D`;!%;PqL65Q`hIT z`(!YukK?6*PqA~e(~R+hF-nhZ$NDt)>AiTUxMb*$wQDt6@>~tlv}jK?4`F5_Ugn)V zc~UFSB?~hXH8Nr=Hr4eQZ{TlpNX<0pqZJDJ#6Srf0bxt%(2-~b71wXrG)ue+n7qDQpH9wGu;#KL}o4QH(M=q(2*GSUo#5SpYc1G&%<^xBIii!dS ztwQzOXGfKF2aynKC%(6~fBCYVa_jc(61%zA*H&eZe$ZxMWQ;~UCt)e8JUS}Muj|VI zz8`6_Z=p~z6*^tJy^Km9Mlc;R+$h{a9$Uz!W8?Hx-4!g)Zh!y{{xLj%W$t*h_B#f@ z++?S3TQ+S{@5>W&9#gGL)GZ71oB4#uIhmee*_8bzEn?_>X{l~Vh*55D%ty8$2`aCXBzU*kDGD|FQomMLI;V72 z!#y1}0h4NW3|SG4rly@?SvKm-&CdS!(iLlJ@nkXARx$Q;M~A6nA=uoVuW+Ax923Jy zA!#D^-o3wub*`^rArpn~HCtSU?;^{nwwbb!1zWuKGJ(K!oUbi1nw}tE6c=&L&tG*K zD%w5zdKE9{_U%Ws)6KcQ?%;gN?%NBJ99I!T&s_VirC5|^2IxXER>%xP}2(Nxw4gorKFFUdj9#TQlZ-otOZq7&nx#|VaLzq*Q{C7aj|@CpPrsx zhh1`VvTty(PGGXq<&Wk9qk}E_60;*d?A><-n=2DCnzf!jm-3{q8feN%Gp^dfB4qtH zP{W6gvY__XR-fpk+qdN|YZuY82-nUGBmI`S0p5IgBz>Em@>s^ZeE86{N4l98jsSo8 zvEyAhTmEVWv>Qce=Hlj-v&x@M$CZpi@%)u5*j%=8iI`g(JltLwN%0vOYqa7P7S^)L z9o@7rtS`N`-WpiIbDW%|+YBUX%O*#R&YwSjvm;F_f%))-aO|jEWk^jxh?R3Bvmns# zW@Kb^o%vqqsDAcThGhs+^I*mH-=MGn&MY|$v6&BdBphGgq^ z-p&(`ziC32Lb=cW_RX7(A3IGmF2?BR=aFq2?}SJh{-$o#>eYU4&t}Ed(GttQeJ^Ay zX>80X)ngI1eQ$HueSW&7xVTsuA)US3bBkqW&vfdky*(}Y`NEg_jLYkvohi_%larHE zK}t>3K+=!Uzpn2#$)Vw{prAmhZ@ku)>N?r(uQAHc!wrOttdWNd6N%+r)YPOa*y56c zfEi`eS{uf|FbE*HNXtcBH_B_uP&btcdIgNNg3apNuS`noxn{POejb#!$ZHg1e0VWzh(iFbr`#cF1Dz#9_D zmB%*iC#VDQpN#F~)KnZM*C6@D{I@R!qu4jHR95G{1H*xDNsJ~~ikjTAQv@lhtE=m* zw||6RoKB#oC3im$TBL3TNzjZi&0FJc| zX?%X}`edF`rGtis#%N!?it;5o9x<`p6Q(3{D_TGO!MzN&b)J!-NLV;ed^=;&m@fbQ z`*&tBr&N-wy~U@FW7up$^W^+_XmY%{>=Y6%wbIQ4qAO-5htsTD#QW=0WUj1O`vJ*D z70KBp$s$dQA91AKTmaZ!A3x$z>NkjZ*1yksuV(V!au4=qEvNa4AuQ3522OPB84z72 zb|-P=E``uwBRT&E`?O6fLd7n{#f+@quz{9hq%aFepVgocDjG|81$hvRBMoU$r!zr4 z9&;4XdB#FnnYxBmGzNDw{qp+SRI9gyb;7ZO<{$SX#~iME2-<|)c>=k!2AFNMMnQs5 znye|E7Y<5f)uq`FHtY0*%S?T}%{ziX-u1kYwTA32Mn?Z7gX2hi4ao+#$<55v?sRn- zTYP+WWQ%}#CAKd=Aj3cT#><{*B{)rWN0*J?Uc(~XH9OwI`&|@7VG4Va_WYa-i>QO* z^!T7gkbuPqO+%j{t6BcTF6SVw}5VlVzdrNXD`O_D>ftuy*1PCj~Hc}ca9#!OCyDzVo5vsLg$5Hp0@7E`b z>kYT<+I0*-zLrtn<^Et=w0w{uPthD;4?|YIsI29i8|whH-tgxdmXB?Bof@eEoYOQM z78VgHS@yC;U%I1lC;c`~uOO`H+?{$|5UdU{n18Ug4eKxKdN++ux= zDQ|wx`B3SF!Q64vzK_r25O9DS0grfGkwg%UiZ&RMe2CmQ0t{VLRi#vLeQll8S}}Hg zeSH#X@iY+_(kSfFQ<$+1>$%DL4686!*AXR0XXjqbmKr9*@BaM=pbV3a(g3_&ZK_F4 zZL|WLjlsjO$4{If*|yYg2QcQNq`aw~xR$yXxw&Z|tJAeN>2FBO z?hJKaxmED&n?H21{HP;I?z7x2pP6Jkv6!&&c};;`Pv>v3dQmkqd~?I@Qc0Yp3<0Ipo7&l?yp^d6Z`+qi!HBdj9dX*(>du+Bj> z>SS(LdwZ0Jhlh1itE_v|jz>?$hD#5TFwSm*t?h)FyS=prG0UZKl{2Sn!c+ZxJ%S1% z`^N9*xlRXm0#haC4CZO?(@Isuiq~_SG;js#&Uz=Sd}aCSRHso>&Apq3b+DU9!P&X_ z`S~kG*-41UES01glmS;IV12hS?WC;Qw6_u&a~DM`)%d6@UKu=g{zQO;Y|`pxNj{03oC&ZDh3vXEslPEXk(I79<;#luny{ z%6$GINk0h?V!hQ;TMpzOi>7QfF{hDAWF4M@{VQi#^-~P*iqB1)qtp-5mM*8S1mUt7 zokV0Rl?W5Ii>utH0>019%bOIRm>*aC=N+(*oJu#1y!mU_uC+4__Vwu)Z+jH}o$T(! zeg8qDD?u|m1pd0aMeu{f+;{Kz&|btT6}+}xjl5vHsZ~R2?4%KRHJ%4tLm|zSMomge z!hPbwjPb_3$f}ALE#oV zOBZ{1&+7+&L@R`;tE+!dyIc1DJ?F>_z$@^3eSBaJ`}+0khb$^$D~e)!W_P7NciLd9c-45}X{>%8pS zhX|?bE4PM)t=oC5Yq&x}!^PzVD1XeIJ9o}nn5aBN2+;t9tWuDejfASxW#vAteOY@V zSj<^n>iQafZwrAS#GuPZJ9+!e*bP>&%MOb~#TD1bvF8ucxOE-piu>iQ=UfcJquE;t z#nRDM8=SW!v+|Ok4+)0s;Z3)tvCue2rP}g6nIiiXs9{1j$1wPNs-o?{^E6%OXU99- zhTPRs4CVLf=jkAiA6&X>lA@qM9yYQsYI1(+X6rxXaxJtCi7qjwynq$^GO{WllTet& zT{1WA(~8u~b?OGiFRifxK_=@q6qhawI22u)7&iRpwApiOXGf2 z9~x4|Ho7#}Y*EM2hSyEEY}!NV0hYNuOJof)Es!CE!I3BL<>AIe1UVUeIHJgBw;4E# zbYgflm@&b8h^AE=6htF1LDBE8XG13-zr`L4n!9Z7laqr(4A2$fk*SWuhMEZYsCwxcp6&NvxyXy45aWHJ%YVOH5X9|h)ZNu0XQ*89K_X^MF)i9=6{m0HwsnnG^ z?XSwp65g+vjT$XvbARZrVU;)e1kt!`N1@K-OP866?^?M|X}|@M0f&rw2*U?aB+};+ zGsvO&>WMnB*wZ~%){0jmNRMIwP2bHF>VivqL4kSxcCpWi4CI zM?f%CLpdr^RN4MxhK7cr_ZqQ>Y@r8Js1T}>fF3&nD$2^_ySuxuHJiBsT-ah{*L&wM z10gG(KK+?L>w|u~i#y|}n033OhDP1NEo-qOJ~!<6fhje<6s(n~Z7cHOFmP{}M*`jF zX@! zU`S&Zzh4?)7o~pfjg{K{+c`L-A#i;9X9{cVtp0d$ZqK=M=T{W`4NT-=NktZl_5Y8`QunX4VP$#hS4( zF=`vE-L4;jI0?*YQdfiB)l}2H%>TSw{Z%4~T291#~ zoJMIH{1B3LI(O{c$w9&PIMjGDRFo^8X6hCw2%3qR@1Qm;yJ&5_=K^Jp8!%ye-55RL zKuD+RaSHJr=1PCDu;@Nj+wowprt;@>CXS19GmeycxmNx7{a1Wv$H$O{+fDL^&S+{< zjvwEj&uCg3bH8&2YwK37RsrEfZBnyXc7YPB-1)J0b205i`#pQ^oQ;Lry_BY7(_{Sv zsx!og#&s0;uiAAoI0h_ZlTb$z_e#|yJ>A=kydSWSMuAGZ$$CS|;xj1TNFpqh8g*nH zo4Xh7>}VL%(UBU3Uc$~%D)GB_@3a?4l|drSFmcA2yGN|Gc=(zHmx}tJKL^osk+IKR zqum=$(X4&&JFfHrD%NgFHsW8}nS$lusxf!s611QdK(e|$>MT<{n>$i>nsRb;`%rty zwetJJA}Y#>GQ`=fwRd&^J%L3nH-Enb=WUkw~^(in(4@x(jv=>6- z7ZcilXTCM%>!{gV_4xYNuV05=%#9|wxAzFz^{9#sz27-C*%{{d@ZrPWQOI=xknzbDT|J=_?DhlsTqB@LwJQLx`S7hsV9UQySk zPoHc7fJJ9Zob8r#jaNL6k2iZhcT!YTbSR{^BgpCl#@DW+lu2x~Rwen=UP539z<*m< z*eSA$lk+&)B+%se!AwA_IiVdx!>WbOd1fqUD7UMa#yn)xK4~^8uBJnzQv%&$ztMyu z`z++x8M6A10|RW`x)nkkuSH9qSW8%z8L-Gn$2|X%UbSi(lXbKGhV|=j(ej@SMj?>O zQNOmfu9^*fF*H3S#)BP~E8ah=Wi?tr)> zT~*h__xFB${+Qk5_0>O@jd7W-9pP>_uTe_U%Z*Q*HJyRRjhyZfT8Cnp^=M;`eUkWe z-ysrRATmLrqyoyL0#df34|;Ivxbx0JM4M8H70Z_SmCSA|%(CemL8g=~c6)DX1-20f z32`r|3_ne?=vYLz2?YoHzQ7=LS)mnlx zcawFxYbJtBQnwv&)nf>|?T+m(EY_)}G+7cO!I%jbEBPeQCNV$hJvPw9O$ijSw~VMO z)?_%6Jh=N-XKBDW@l=<#`!ap%*V$1wR6tU>=R2z?VzlKl#F*n$0{CsX|1m47udkG?){UvE@YiFm?+*4rw^q1GGz>ynXIHs`2o-6da z)Tq8gqA|ltP>LBTX&>MDb1C({4Ce1zD$~Iq#B6cLus2mlw+$Vrh8=Vrc z_GGCqUcA`2b*qlJpz2j9tUbs$e!jD(Me-9^Z=FN&i{xM^XPrByq5E>Ov%hii2-t~o zGO4MMie}!l#xp#N&`_8f+viy{JblUU!^-f`N z1k}r}Hmu9#ltYB=Zt-_Om+csu)$qznE=NQ*EuwNvdbvY_gyO%OLe}T17v*V}dTO~w z`y1}N~ zp*;ZDAE=mwv?LAaZJ0~uxG%bA#(y38o3Es?v2ld6M;$~ug0fIH24&GbjO8AUZohN_BXvR>?-x0jc?q2ZGyOP1W~ z+rrEo2e$Qa?R8RCBqhSy1}w`m!gBii@ie@oXoD3@FveNAY29QxqZ>SmutZC!BhIl&DXjJ7s=L!SN$d z5`A3hXy4ypFxLcmvY980S;D&QhST^!0z^RQ1|;BVh-nxb#}G~R?c29R3A{Gu3h6G* zpkz}Bm>UXPzHiSe9XOs&ycqAkwq9P-WQQhg7reG#$k7d@{oWO=5Dl_55ruE5D7-`>tfLH>cF$2^yn+dT( z?5fb=U%U0NBB`q4Ns)>bx-oJ!q(Y7|8n>vZ4w1aXr@D4hl%dFsj_1$ks_GXcC!Z@^ zLx>k&!8TH^1yob-didCEIddX@o*iYXIki|LnFjxa}k(_EBYROh!kocVwZ3KeKx@w}m9o-Nq zvdTq-g_)^$ARsft1cTY*XJ^{JeLMdC4%pf7u#gZFs0sJCDe%O1fI{@p)Q5$!_6}g< ztlGL^%NDawcs@foMBLAP|N8bA^peZxUcY`#zkBy?De8eseIIw^^FV~=V`tj1>jdXB z1-K_Pfm&zoS%qP@F~b_*$xf1zv|dIkfPtY4M1y0;kKfo{WDMYZz_v@VHE(+0kmZZ- z$A-LBOea*?Qw-?PYJv+7c9mW`CwliN@@rm&J0Rfs%r*o_QBnqT+u_A)Z%n@L#z;JgI zl8{xG`DiL9JDVBuPZ9sF!-q2~4*=`Dg9TzJw=gp^Q%7QWG8gO3ke!30T|~Td@I}l# zgP+PdN{dVqDsAQ`0{OV=DjFc#s&-AQctL+C-0CwttGZsO#h*Gft0(O6E!+`Kqhaz? zpI==m8|S1D1?G<9aEISSgWoIM$$B=CtIOFQ^(^UfsHEvSgF^1EBu3o0eVhA&3nGFN zQq+<{L5qgk!>HbCHj86HdBne5x!_q-{Nu65?AH=m1nph&f#+E}_g>j&;7)a)`1XZp zgCKHLdj#TZ<^IF5Gni4+`MFtAEkUi2h-IR#s|zYIUVNyd65WlOoFVp5%sKs?7mIe6 z9W>ts1%T9$-RFkcq>mlzxw$*ElK6eVjaF|xT&bfcT1d7C$ICE>uQwrAy$6uC`}X+= z@n>LGrrQ1WOKtM<@+Q5QAov12aZrF%^W%CSyz%&LDKb9K@C4>x*lot)@+^?`B|^nl zu3V`sD|?F|D3q6-v!+TP9*`oHGgKy$ep|Y{O>=cCY)1RXonbSnuy3Re-3ttiBODMC zhhbv=?d?*Y594pO?KYx$qg-GNeS77aH4l*Ez!^|~js-xKt*WY`CTm1<-l3WLvBUDD zLWEL4xlsrey>D)AphhCX$HD2d%xe%kGTox_36TIvlqZ23JGlh%ii7@DWoytmxW-1| zfY65EA4+04QQ$n!yobVs0#UrvNLK`TZsrX8K|SE-6GZ#NNcmBzJMaob1jRP0K}Bal zGi6Qzr6V5$+Nnc&^Y!&*$JQq5Dezt0jdeR$&N$V@C`lo_f57ymx=dOVI}560`0fFS z{$p^`o`~zLdoq$#E=ER2_YxHc!LV%K>b;w86Vi&hep`-d5wyu9=qE9#H5NlS9(8r@ z46)bq$@br;{RI1-7->+oJaXiSnrY5WZn4>s8d9JqMih&NR0@$`k&!^6BcNAzfkV`x zdZ-3Yv7?hz6i97jq5g~r&#-CJE=a)qmY+@`Xw@L`D0S66N2qN;S%buDl*f-^xcyKE zVCFMk@Cd@NcP~2H=)a5pOsC`mDAcLj#G_;E#+(X+h$qdIzXE{ia9y;tQCXm$(Tu)^ z@dTzKXmGbYTty~cMWv;DC>);o1i+Uy1z=q~fwGmH%UT%84i3B+F4wWa6E|(VQ6>^ zT#+?EL*jQpUMW?uM+9trx5bLD0)*!vkU?VQGs`C7*7x^!zI7s+P$dI1Qnf*5PEO~f zvpZa5w`Z8!pRz00qBhV7$XsFX6&cC?7&H`d5n7_>ne$0r7Y*c-UJS{GUUb)uc(tE? zrReyqJGM6 zo0CMv{gxjA$m5@N#w5kjiO9;!^JnZj^}^v|q74~Y{}Y2C40&r?=b4T1M1li3gW?5E zO-+!e_QOtTF#_~?92!jFo40S70G!JimY+&BR(k&69PbUxX|wzMtd3j*V8m?4B*{g< z#{$8@!FRyTH=31WA8bL~K0t)XbbzQ#p_V z^K%-m?i?2(1hgW7OIxnHpYpr=$?ynbx3ca<{(GO+Uf3DtZu!Z!Mn3DG^1E59Ve6`bD^QBMZsW%DCxQgZZrr)E_roVB zDDO~~x}$BCOG?U~Umz5o+PkTMMx%X$U4-}+&wcy+>K(jCt3q~jaJ-#BIJO_+^=LGAO0zuI4!rkP^Ah_8W`V?Stisp%`(X%Bey6N&yuw3kB_qB~*p zgnuv|6)(rBEuImOSxuq$5Tg=5@Qh9;ZGtwIDJi%}zWtB4ZO{IovIm2C zg9Znz0IsgNc3n^Q@$-uUKBW*kHnjTP!tS6`{rkrZ{P>Pe@|wyR+wg)r?mz#+$?^ZC z&HQ4r{coJP9v*ZYyLZP!kssq(2&_MzkVF5U z$HgBn?RJ46Vi?;G3Uc$Q{wBnI=&Gk@Ll#{A|NVM78VO@ly8wRv-+#iN9xJc^FbMqT z-(oJ1zJs4%|8IX>Sk%0XPVx+}{3t?iFA$?onV||eG#}vVvfqCv4t6Kx>5VKb2`KpX z#72iI-(}|a#k650P_k_b?u3k~2($Kr6_%_JVn4$W++{j+jKu6*%LTf+@W_(lc>0)1 zEViDyq$K3sV)%04Y^b4f$iWuvkUKZkOE^C+69rT%Ne}`ll5w!J6F~!!zs$ZIK22Q^ zsv5JTT#_W=4>NPo_&FkUw_ZQkK(~jFjg5_1W`M1H;0q%aX+#xBzsG?LG!S#!+S(%B zXIj}Bu=okm0pVw33v=ldahZ5__ACh?+u*q-WZ8lH_n%ka!>n#hr)cuGv~)MpHH~otd2_WQ;i3scm>i#03cb#}Ejsh};C&_l?j8mVBz>~w*QGqp?yRH>KPuunmCB>{0!DDM_>cpOD=HMmKiPPLzKsH8>_N?g zc)ketUb}W}2&8u+MzRAZ5YL8bV|oHRQ3?prKq7?lKMIx`3*0vLLi*R;CNE&O(fdUqBL=p2dN4_^wZ7^Un`?#3KPnMvc>|u8N-V+^W9Qd33=t`r`wBtDqtK>HU3HJ+^$o3bpXh zF%BeBj4X*4^6L@(b){Q~h90s>8a_SNsT*D9$|c9mG=7CykAp|ZjWqH-Z|h|iCcRWF z;Fi!+{`+i4+CI{__2Wx2_SqT{k3A7aK0T(aT~Cs{cX94GAjhOG)mYA6a?h5lK5m^^ z!KhwR_RuB!RQuTf{u->=5wb~@_d-JxIpiKdi~Ji*4Ld*y8=7QO^t7~f6QeSTYAr4L z02ZX#238=I&odBm6p``UzI=&59$CFb-~<-dsR=dqr*QI z4?EiV0Xr8JQM|>*9uj`~A5$z1_CLF?Z~i20G>8n902F0&h=*#YPCX>1NMe#ld>00o zK;S{c&t_>EnIKnQ6xJZob8g!vNd!n-B+aJtBqK)gQ_c4BLZ{Kff(n<7slM#_s1~b(nhFypeEo3%iUeBH zqETU>MuO5lgvMdv!%l=s4So1duU);$2~%G_;GtUC>hM0HQ+op&sucQr=XpP+b{zkw zIrl90uXRqxP-4eqJb}6?2ZiXv?A;4Q9aXi??nZcr5X`!OOAWQp%v!-jLOD3?Z)-`{ zUQkr^NHb)qZBBkreY&~(Q*rUlM){9^?ShS6*?;n#H#F?Q)dCM+d<6A08WwS~rm4iP zPJ#cb|;+$HQ#0P)vQ}y zUJoEm0La7X(AM9tds?3&d-7ynT-K_ZrFZHH!{c zK#g<)7a4^#hf4EFeV6ao046yoAXJlH3UYEj@$vCnwA)Z_t^JB*@PqCtO@SK47 zpVu$MEjTeXwMl4&hk0IJ^*^Tk{C&OqIgFTPGh}PrC{}-9!<8w=X#nnC6hO|PC zWS>+w&ZHtG8&-rSU~0{OEYzCQv6V5g9dk(w6Mv^@d>>X$EHHq=I06&{(P)m%Dx zE}GQRIgXGmFVkv1)~O{){Kd&w*yqQ*{*XCynt;xin*o;+e}&_hc8tdFl`<@KDb)~W zP=8jTRDbj5d=3ej)b952kuJZVUG$&VqVPV|QrS8$I?YElm>a}Yo zAbrG!O2Zr^8ihI@BQX{b5*7wA6eLL97q&j9c0Y~Myf0tAz>wz!^38YpC0$CcRZAXe zSwW0rShwy>I@p*B#5ADaFo^N&v2SdaKJ!KfHv79#tK<9g7~8wk;zzqRul|Y@bk5J9 zvV6?BG4zcHM6iFTA|k_m#SPTC2fYFa2RQ^70Y$>uMEkUU2NxFwf)hc2ws5S*qNN1j z&%b!J6j(5%OP-0h|7DbJm;Fj*K1)LKq>wXOq5u1}->-AH2hsJoygUuXYT{Ptf+sfHwwsCpsSQ7} z6tPquHIt_Z>^66AdU<^S?;pX(NSg?F1t}}>oqvDNCFy&;QJ4vmr!e3+iiEXrAC`rR zX(KO`)MP~3`2T)+d3fJPdMV!73luZ&-GLUlfvRt85A7FlP+-%GyN7$wXsg^k{DkRS;!%lX1*1?rx>g`DQK{cFpm6u2LnEc*>tsuk>lckmxGCuv z*EsW%rFkk}#5AyQdS^ACiArR$x##SyUqc-C7cO?e?^tR=)QT+{hrHcIgPv-*y4gEnF~rd7RQd#uSUWa${FlzE_KviQmE`EY(Z&B9mYjFA`*N$o)m6 zg%P!HQRY%~Bm;X;xuk$%HTsA0zO^zGYS}%#j~ioizr_A)s$9raF~w;&XrTWW_ zHJW+SDpOiyx=yKPhj1^7+l*v%-&rQM$7QYky_kk-y=?h2liKVHA>I|wYz%%bJIQvk z?23;JOWK!ZOGvsKGH>)TrQJyTa!a;6+3L)%&v7h#uBhc7G5$24FvqQ-52KWNU;90@ zOgpFc>r?HL{Ef1mISo#Z)c5+ER={);fEx{wtTJli`K$XxrWQFN~V zY+z`Mt&*mC!Q#)7Z-_UwkTdlf5Un9lhOQNx>BYX3|o{RLbWxji%vz0H&IlQOtfVbj8_TKt&RT~>K9VvNdti}%$5tT;N6KjS){PKy1b+QdJdaJXg{iR?1G(e+se ze?H#JIZVF?OH*5GoFMBTzVSZNRNr6|UK4q8y9l?0l)4GPw3$YuMoX z=OznVwWLUMY~Qbx`)ns!CcmX74aPExOa>LMqi8Z`@#y^7t-g4=K9cv1*_Pd;BVWjmiz=l z$*u@(Olp3xLe&V{4ueB~@c(?#AF*)HW=v}5oVxb*)uLtTgC}>H4Dc!)T>LR%vL^Rz zlUZ?FFPm2~p*J(gB7V)=-r3pb{|cFx79Onqt8tZ??h-pW3yqZikfsAuUoX5^9FP)M zld-t$n0?q-FJs%XI$ME8LyP>UWzjzW+N)#^B$sve55z2My3*F!%}F`PE?@7Wl=E7- zPx}{%RrDgCOlOw(#K<}q_(y;Wm?fXR&KA1rynhMmPf-_>Ji;U#V^Z{`VX+;`ma zukCgT6fBPD1`8v%BV#hBo5u5-_0({a2v6CQb-k|{0(=cxUjMq{K_Z~; z3CQVjG@Z(wOP+Du8sHms-;9@&r_8i2``71^|0bV{;1N`-$sEh;_|A4Qz{$`xQ~8j^ z;^E^IA)A%zH1Z+P=|xnAqsuqt?9j#wN&)}gtOi%eyq@*W7^&JRZ}zY--!sa1YVG}G zrmMfeiDDMnU$Uj(J37w#O)Zrr=F@ZMse1E5vdbeDC6KcVceJs6W{l@I)vjwYpXTG! z8|=URuUOMf0`;Dk^;M5Fa(<5s2#c>zcTl(^zUpqqqFwlsMgq0k)$1u&nq9UX7p%p! z>dkg13xvw1{_A70AXt@^iYRxT0%{;QnrM!oeS2`kg9hoA#W@cfC#T}kgcAc9Xz1HF zMM+5yVo-wm<6`#b+O>6PQ*Iv|RwuH54xY>E#z@)DUkgiiS^6=vu&g=)H$?l9=zr z;2ns{t|J;#@tO;C9_%4E%PK3A3O0rr`mkq-XpW4v^meJc3yNs`oG*{KNYOA2je5xf zP<}q>UbFC*kgjodLQ8rY(&9!F<+<^1J&n@^9t6^VQFr`9_Y=Aj( zfmM)`BtX*n&%FK}WTPaw6;g6F>GlSv@4{IORCct@#NsZpCr$wEb*kci@p&59!b2OJ zxa1YwY>vcg)>{qp>#(FoYUnm~^`Bj|=@iv`3G~cq{~PB*FfcQldP0msLs5m;cyMH2 z_|c1dwNj5$iKv}ofu3>F|AiV?8Cru$a|-I0#4l=|-lrgK1P?nt5vQ5*1Rag$V{lF+ zf-^_^`fg0n$r|dh+DNyuva~`T`NX#-Y;fdzx4_*~TM}>I3|Jh8IX#KUz`lETw5SC* z6gBed)vG%S^}(NrMhOZM3)U6X|BK(d|BK(}u$!Q%4S)C^H=rrd<^L&G&NWAbjO*7N|x%woP;%vjWOAr?nJBmDv_2Z=VkdPx9(;^js z$);pq#_@&z_46(0DJX({t8W!udxVV?uY8wcqp0{6|JbVD0zaxr%A%bm`6V$&vH-Pn zc8a&?(D8^_`hrSmA4J=7pY7GpDu?x<7-BtWx#K%pV#sXe{=Iuk`?x7?Zf=fK!a_nt zD7%vTw10WR&-c{N+tFph8Ug692>O2~mVertd?HphVvFR>O_>opy<__AiFgPjUC?ES zl^&ZUv{wg802(2NS^PIxA3u3gU|JT$R{Jt>=|SX$B!9|So~*cxS)3a{Iu19Y+ScVj zSC^qTx?1{8c2}mjzWiL)0f1PqrqkAYy}5L z%dKJ^n|~O{7iP;jhezEQeWyK*8A)*O$D$G!k1cR*EFY99Z)Ql2h;R$N)y*iBENBAq z&;*D`|In3#p`iuM{A<=o8_7XE9=52^%z9N@+KJXf6T zv6q5oIjO`kG%Dd>0Zmp`R$|9PkL5O4^2qrl2Jn!^Do_WqIz!jDY@zd2Uo9w;OA|Z( zo8Ek*YuDR^`%~>Y$&1lOvKrzgwBOncD}7?F!8h>rN^d{3g|J zM7{3ZQNEXA$1Hn{etVUr_1wt#V;5x<+k5Gwo zACi$VQ~}bH4NWnskk$DF{0`+QYS&=7Ct2yw4ZFJF(X2wn4PJtsxnm7x%m>dO=NjBd zCp-9{!7{LhU-5C>HSU^S9FdKDrn;HUy=oelX~F%vr1j>hbo;7unwoP}r&Sn`U+}IeWdKmMI-1X|gr+d48MjQ__Qu5vA4IR7pd86sWLg&{i z{076)nih+Y*98m0G1|^NKgHLg!6PzNr-MdM? zzbkrdRID_eUuONtz`*83gutVB8Tr)Z;H~=tX+n}2(>VbaC1Zs>tyeCNEmD;0mLVH^ z9L@T#ZhP@SWAg-uY_Heu#Y|e&4q%T?I&PpRCL?~3_mGw}&h#mM9lm_$d!ixxsF5RkrOwsKbe*?d zOpztk2ys;0ao1IMbZY5k>x-pp_}L8?bPpc(^9_q=mnsK&LXHmy-%A~mnrXimVxp*e zOKoSJC$}(1N#3=eqELA8HrzUMPl)A6^{VlSfWpoV2l<^`uTrZM7Dpa6GI%f5dTEi_ z&?^jB*>20$fx&Z%l`K{h6&c8c`4-PNDXGj_CYi7f-acN_R(8KQnQ8GD`>~Rlh=u*- zuBnEc7&F?s+z$IZ)okP~*}s@6^(50ZJ{6eKfytWGjZSPNbQCIO;BL5f;@$y;6vmrVP^x~{bR zx2Z!l;awZ!k3G!||F@#$vGOkY+$XyiuT*@5rveHY*C&%$u)gMB6U)FvCYJyE>DC@* zTH*sommR`V6>f|Xse6MKMSe+X2#jfY>eF-bY@ZEL~%Qz z@H#3x8$KvkyrY%2vQ_Ld>qwV7xLDPgU?XE^R*VDaCY@($zb{uv>2GYk>11Y<`mZ~Z zm42a2Naz&b&Nuq@%d-P4xZS*KZnd2K*F>zx#prS_*jQIW2c*S3xLq&cZj_oQ9(Z~Y ze^*o@E9v81{~xp3)KhNQSjxt0(ip(LcqQHPz=*v}G<7`Ooxpk|uKf!qC7G#uRnU$! zLD9wA^<^k%GF@MyrJWH;mwG()`40|0^$eXAKU(;xda?T0ca6-!(afv|@g3rSacaoi zX6F(rcmfT|PF#F3PkzZtF1hDU$K`=QJ9m${Qa;XIG*YBx@C#l{lP{E!5mx1NUo}=+ zd(y4rqQlt-#}Zd*9L=UJTI`>-NZ^UNkS!RO_}qRnuyFUegCnK(|5N~V?pYVv!0JV1 z585u@?4sn%6Zvsb$n@nWuOQ126PVI5{)e(%U7!9Ls2`uk*9kibl`Y<@dlx1_Sa344 z=kAIn?LFtAJ{vJJr|}#$YCX7EB`aP@B3+cNj7N@P3){9r33s2jPc-?hEi!pHjOrKV zSKmJu?j7&ys*wA!s72K4cyaZ6=$Q&Bi_?zpLUNK#Xe^_Rp!VAFz565m-C3TavHwyk zJ*pSRWn`*ZU1i?#iv=s&of9>0?*7kdl_lCoxa{WUVwtr~%1xqk?Jl>T%>Km{bR_0i zb~qUKf1@x&y?+ibFv#PBw`Z&1fkBhN|5;}sjY(#oUtS&>ANP-rjwXI&RGxi1#-NhJ z#P2j6g0+mLP%kERAi99*S{CIP#d ziHpQ$4t`AOw%SCujbd&4tSf4INo}@QPW@O>ghOt=#NuS~*;KV&QVI?Pa>g1lB#?u( z#AioT$oW0M{=_!EO2_U9m7E0%`)n+V+>@dC=%*pIf4C!vM~n3A!tVsM%1(X_{cNQ) zcNF_jPp-j{rlcn&K`&PeJ^(5jSP0@rQ+DzTJG#uotixI(TK~R&Eus{B#(V@fi2{xyev+a1&?{X>KOx z?(~C2_@TQI{n9&v%63uEvPC?cMcj^FbFSP%-P4_#&>$ftv^`~b*$o~JR z7I13+MhhNQ_ZE)(5;)t-1DU(!uZRNwn#DW)mUYuI<^^M#6FM)4f`h<+Kof{oghMVj z9hSjqSa?mGCK1}HgC)a3!MPNM`U_5inz|oO0z-W|$$GQT{g1Mm{%Pw#P>DLv%$&=k zV|4b=;#;lsu~+ciV~zst)KqVhT_KBoTRqQLw3Rq@NBP$#=}X`^pNLAwA1;BA!K~nW zQfLRM*P!AU#g%<*EG+xtXnPYBqY@n&Lj(t68Hd*-cIH(eA)TGgy?Rd-Q;lmhW{zJDh6h6JsVR9A? z{D^wa{b@To(O`}LO@J~TJ+G-a{|_us#m7qMjKmrnq=W|3{Z&@WPjONH>=wxR z@Uz_FF{8`K&37t69ZiWEvWA z>Zg;P|2NsdY3xSQc^j`9GYO+4V;k|RC;s+PW?x!*-xo|~7ft*OeZB$zH4!*;1Q?~l zZBI_ngVv^#h#Q%Z6FkYeBzIZGvQG_T=U_u{wcLB%UgFPDM1Sn}Wy>gJ_xnaC(M;9M z&CQ=5-ALz={JkrIf7GF5-eQYwmvZ(l^Bam!Xq@MN)p8Qk_OKZfIhCA#g%;Ab9NHVi z2)n5f6LLTwIrr((dej2pz<$6^RA2J<<*TXefs{66KK>QijdFBUkCfYmyRl88#sOD616NJ|U)<0968$@)OtnBQLZj}Tr ze)J&;w0tM$|DkV|h6*AL)_82+(1&0F-_1EF(;aTi~$vni>9hAU>2C|8*_z;oi&>g4t z_up5A>LAE6z}X8cZ@{Z%xFa0y#D#*+hgggj}|3-LZex1HW zZ#F73Qmv!S&8HTl#I1xlvx+%!5_2k!nn3Y?xc|@(-68UgO&#n`c3t8Qr2)Q z7m>aaeF8Mck#KcrR}RjioXg4ibihJlNqBBHOZkIzd1{%dq>j46Zsz*N$NqtFe|qqA zS4{>PF!x9l{+d@fNQr$Kvnf8+Z^Pvmk9S_$;Qf?`s>o7S$9$URpED{P zu^e9-pg#jGPn0BOU%Irgdn`sU8chE8kK#r+P|S5-69Hz})gh5pM> z^bw|uCXF^(+&V3Z-q3vRnVDE%c(rTRwwV$EC0)`wD9vStM8K}ET4!*7;j?1aEk>n5 zGvN=VR8q5sta`Xcz~9AJl{uTYwHLB@ho%V=)J6c zca3Hg7_pnlm%JzS2QNgIoU(SqV8QdVGggYyAnCe7u8d_qObL;@V?sYS$(dRcKA%gd z^X1!_U9yrb`N1Z>xz#qMW4#CZET0|rDtpSPY@<%k?5CtE2~$stvpH(EyQqV6Yn!B7 zz~(84Yr`_(o`0E4DK^FrDjVtK$_Pu(ZoZSLbXjoINzv10>8Di^W{?;mUW_lyTVMV1 z=<iB;^Eh#GF z;w}24e{{ZYrpK*NvM=Mze?A!Ll4(0zn~h52Kg^=nHx`|Dc7vc1`lT6tIUnN@zc*($ z1741Hmk>0lty^!Nhz zp(IZw<^S}_s{0vx#5*U^n8c-KrVnz_z7KXo&r>{8&qKRGx_FA+cQ^YA)$CeR=y^7j zi8xyS4?Rz`6!{jXm~kYB)mAEd9;z&Sw)O*$DGK8M;2-2qK3Nx>&i*= zqD_ulpZU1s(U4sD3}lhU&_Yny4*x6C%6?Ryz@TDs!^&r%A5$4mv;~n*lHwZLIj7JM zUIzNX=KG)9nz)915mhOHOLd~j)(rGR>@Cm_p{;!X0V}mPl8YA|@<*k$aK0wGZtd&; zk$z0U#v!wvA78Kqz*w+fVrgKgVYY{omT%FFw&Wh;>Zw}J>HS^>z_NUQgWC=T?_IKd z1qL6JwoV_gG%Lo^KXMA<#m-OZ{*Gf`KbbH7@un{sIZ{y++%^}-$iP( z#Dk)Tvk%q&tG}W#R6n#MuW?s7)=!u$Z8vz9uzyJutJ{Ah0xhI3r}+Fsz>ja7(T7sC z3!kOg9qQ@|n?D1Q4e4g==UzXoY%8#5LS6Oge8BM6P2=C?yk@{?TTe1R*_Ho+X@wWv zt>FrqNiOIAMV>gm7J@l}Kz*>a9_w`wK&k4lAT zuK`%yEH4vQb+zl_MfVve`_@3PRr3}vu7uSchFWpdld-76h@e_od4b+-XTpuaT!28{ z1wCn}-!4Eti!@lO1*jO2qP$}Ha&HSl4-tdV#KZ)d;DKCP%wqOnQx zr_-0~Tj2Q9Y$vYxs>$)j$qp2boye-XbonyT7?8wckky5iyOGU;e!dcs4biByNG_8Y zC_F?$tQXLH8s2TrNwKUSIr%s$(ymX~GiP}+Q6(<>51iiANs6}r9X}WZmDk)EjNU3p z+}Q-dc8sK!z)@&UQRm(Og$KHAJwXVN!Hi%!Z&d#~$fOR9Npy6?3ZW7yUy6(d5=Bbz z23$f;VS}5n!4-@Q&7xF?_TGv$?bZQ`ly`rTc)!k-vYj&}G)kNgF)TRqFv4cdX+wb2Wc64-vwnM!5IUug1UWn)@%<^h(Yx9drLa#zH z5wq}-*@%cNt5`4L(!|e<&alfrMw-%Q_9{vj9eGe7EOsz1 z3WK(r0p8sb^D4bcBzYJ&I?JTsox6SPHs;&{XQREKWnh-fgNL}e9~ zesMov-_2A=o3@W0;Y-P8mT*(&#a(OU(@JJ}HS~5QgzC9>Slv+D zMNPJkFw*_$Z=#c%)6g>A_tTEVzfd>4ljzOH8RXc?0dP}seDr5Er1lz}!~Z9l01twR zd5`J+5eiURW&+6LzX4>c{{YC%N%_nSOcRk0amaU#XfW9zhpehi#O70A-Al{@;ZUov zefo(kjHjQ@0~w;^mn%pl5;693v2zyI_q>da28f38%;+COozf504yhajl#l@fL{&j_ zILLf2INJaa;iwn7^gD6l|8)uQI`8`jfFxFo0td(QwIoDE(aQ!f$2}^jw__a_8mm$H?w%fdgM-!BiSfc986(ME=PNJ2dc$AndgH~BeQOC$#i6$S3o zKxnza=)aA49#$opUqG}<@Gf@1qqKv85hM1*%F3#YHfv6P{4TiB%CfSebi11^xaD}x z88_EhzKznH!Tv~@Pg})cl!}7II@P?srf%qS63Meb{7JL(htp4@VL2MX@Q^-n=uH?y zj-Z4h7BF0UhNlvNe~3IMvt>T*{=c~jVpM#y7J@qv=%e%4ms}(koG>C3neei4=hORIRC7u!BsOranlTau4N{nGAQy5y|=YW z#1Fd$p(vFpyC=Y&D!lFOzbrPbi;>ZH=ctq@7`d?9Cg}!~rqaF&oRcnBq=h18;0KoC zjA3qlMl(@X0}jqiiT{DJrt6aai!w|vYE($Fn}4S~c=FkjV1x31Y(L+S&z~VOZ=#b{ zld_^c(J9E^H7R?W8@JqM@~|$vaWuIm6=u|_m(n2PvRv)7QW3pn`puMka;aa;lmDqa z3yCHDDCNcg11LO-bFd`BM&aX0w9`*cY~!qM(D=D~U}x>FheygD28W%Up+!GO=yS@}U4ReDzYS_+(0dJPJ4+lg z({|5bJZP~*(?Qv~)KJdDz<$1}up~t0KN?mgu*}r0hQu;1?vcXZm=TwWSb$m5xQ!;4 z;^rANmXZ(S(rQFRW`u!}<8c$(LiJkTLG(t07jMkiTGVEfXT-8{_KSz9A-Oc!_%Fkcb%J$Ql^6K;894Oc+0$s3TuE7kBPw9c$N2werr_QZ% z&n&=&e*3S?anfLEuz5L1H~Rhi#{Vjlr6SZ4|8_^+8iR0|P24|`<=FW*Gq(~#&wTv- zwOC-Mqdl#9mUvA!OGwIB(o<-Yq468K<=Y6Y9xe9Y_ns2{@L|4nAN8!vtvsg-JU>?Tjg_ZA!RwDr=~8BBR^OO@Y{wZM4M&bLe)ry^7Z zepNEkZJ%9t39!Wk;vWPpN1$1Pe3CQ{SmsrMNwTe7n*_y@5$eSj9R|Q4qva4+Ow6k~ z?8<{*d=G1yxzA`>eDXw3j*_8D#Ln){x^`l+yWZYG)wbr{k5PH*=1ebn>F5mte9N|d zq%a+S;%Dn&%j9QUt$Y07K_>mTy`2jZvwUqem=-QrDJ8XS>*1x+J{ztKG(?^?_%JGW zN_y@qud~Wo!ChZ!#IwgfH18eN6)G%zUfkaf!Lo*{YnH@t^Kx=k0M$BSe^%4bh$1Fh zoFC>fPjQiiw=a@O3%VaK>?F%vz4Clq)keJ)c_Q=wxBzG}re#u>YkR5?^cjViKbhg- zVdnY_#5ZMrf4vZ2%7=#+YPd+_PI$j6F-^?>={5>w$?TOmC2#apjrwKN+V$#2^F zXFH``HZGIO0lP!S2y`8D8}TM%!AO|6YqlPVIWaLYQ9XGwjwC2X1={%o#|}Z-vkKai zbTVq8rLC&pr`p z<|FYaM3Rm9QsvN7B327~T<{czpf8F3vHnBFAhx zRZj7+GNg;&vym~IGm#wW&(p(X8g4p5yudHa6%-8ANS;0la`|5ZMf=FFkLGF^DMwv z-MDe14A#W>xTGvCQs+Xy&sB$rrJr30_^Cul*vAT##6ZjA`R##hJwX`CW+WNi?Su=s7Z_EG9Pg2wL9bp4{RC`TR-kWX;-qcwiV5L)6q>M+F(P*1$UJ zV&P!@q+kF`z*F)!Z#=9L*7~a0v0{IN=JBY2)|QwWu6g=u(_3Ch>SNIs50c_Za@fN} zQBXnPPxUhPM-(erW+3Z?a-!X~34;-`c=5v>t^`r*R(TT5!mjI}ui}eSOe=KZ=-ZgO zmg?k!qwwo`h||A*-7kJY-T$?jLc`%dt374Cf>TrztJ|;35PEWtS;ID6AfoUfGNxQ{ zACgea%0Q*5Dk+6P+;GH;NXFIF)Tmwz-Wegf89}Zi9g*8mq@^fpu*#RL^}M-|JL$cx z@#`q2KIXzd%PVA~CLW1IdM6*2Bla<*I1%GGGW~*y9096RCN~3rG8;f)9MdZ-2E_iB zl0x7IBLW@KxVBC(+n?-QMzf2d&RGm=1_=bkK9qv60&*^(#UNw4$fJM}CtKmMX3Q@F z5P@&Pv~VSHniDt2AYz<5%Z>_F-j(By!5M*InP}buY)%Px^jFb`ubd6Eb&$6-D;?rg z(9z;4=c)L8OF|sUKrd1}i`km2x_eSvJ06dmE=krSA^GIOlc^hbqh?*LrgLDz{_vQfL`8G3BWgN#G~@tY~%-dCq(F>^_|nL%^;rOwRe=ejfEA;jIK4 z(xThM2x3+n)9hJmY%7j?g=2`v`_Gm}7(0R9jO5>wDLmL0J8`;ObdtlA|Ll%M^}9u6 zx7goWl$e?EM7g+!Lw35yEQ)|g1qohWz+x_&g1W}L5XZ@)93?!wsyaFX)TgyQguTQ5 zHZrbj3gTOAxY?TxO5`_h4hA~+KF7w8q}8oO8;ZoT!^k;0G{B-H4l<#tX@s0T@SvNJ z@QbFunJ;x=mA$A+)QQ7?>_n)x22N$si@z+%G(n6CklwxmpR8tgKxIkJ#)q6uHgl_W zwbUZ3v-$r$4{9=rm*}&lh!(8p0k`3aAR9dS6az^3nVWlbm3t^+etyuBS_YlC>NnoH zbxRE#V?P^fiuJQd*H@6-3;t?k-PgU{$9LC$&Al!oHpAnt#2)0;Ik^F`Z%W{5i9}`i zVpdZFrqFaDC{i8U6}s7~igU9mH1+rTY3)yh%Ln}SW~8Q8@Kc?};!eNaw~e!M->x^6 zzb|e3VKO&@OcRDqMGeV&WPF88P&uFj7c39)%d z%pSACbO?0>$T5ox0q!FiY{YzoOZ!|~kYH0+WB;lNR_8FXe6CFjK$c;4G<`R(jM7Do zpyY?^sdcx1^j+u3S1zq&Gr=F7&pi8^e=te^>!LOiOxRpv3ADusQF}LT-mE~BYO{@) zj1DR!qjQO?mn0S3zQM|!RA}ARaFwZ#Nvm?M!1P}&nJdk06de~=4wDzgyQyO1HEnp| zDAs!ajI_>5{Qgy#mJ}{~+t_`(-&FHuji^68h+Wv;=!Rm)N)Byji!%{H!;w5!{saopB3F7z7FrXCInee_70U{wUS zL2IH-M!KQmC1wpWq*o|&fXqk;NOiw-X*N;4z*mF4jkzuv8aW;7B2falLJp_Ds; zln_~)FJoDZDW?EE zkD~+T8pqTWoYgxORM66(uqy#{If!aKZhrp?W)Z^=s{=7$IW{4oa+9BSpZ6%zRTU9C z--VL10)Dyy4C63C11dH-)-MWD1|!|%US&evM`K} zrAtrS*l9zj4X@f~Z@;WM>C$|!ctJ-6MZ|maVi92Crr7_;RDv)`Y}I{EnWS?g30P$M z4>%Y>soi*E2uG)H>u(?Oq@berX)D?^q@-CROV? zE7;oF(p!8_a@vNcqj|%~glJ-rS~Bmj*F}k7DCR`*TU}^%7WZO`SqYguR8ylx96kzm zMHGt7L5>S{r074cKWJgL-&G~e^ExWric2kU;6gZ9c zvl9HOh&}GoULtd)A7Y z+~eth-*=o%19N4DD#=+8csJ5AZap>j$6q!%b=obe75_eXW)CD!b@s0{VWDqH%CDBL zq^vpW!Nlp>9qz4IhR2=6FrySE7Riw=y~ Y(q?+!rZKa^*;mMCWdj7P*N#dCcJo| zO?oL(TYa8GB@;1uVsLDZW-1~$n}>>aM6$U7+3H{;=Ke%s(YTpkT-sZ1PwJNP5M@8T z>f+jjFPsw7=fba+BPK3%eci-oK5NEa#iXn{xlnDc&9?OmfwN$DMCPvu$}ZSJO|XNH z6zEMX^U@++=^BtNtn9j@#yXb?XjHK4qT*A#BLxVyHrkW;9IIWbjHd_=3}R#xW)F0?eUt1npt>G`8!#A%Ox3P zuzfVlw7;a*=r_u?ovUh_yN!zal?`2dZxh69R3+PVeO(q&WQe zvJxSUm6h~nucJg|2(j7`GLuxkyyBbd&wU^o(n@u6wx344ln=;qX!|ffuJLo*oV|CNn==O5|d(Gd6so2v6$E22LN0%0iUg0>uvg4baT>EvE zFww6At8{9%Xv+w9(^HP68$9F=E6>1Sb}>a&*ykWPuXpChY|IB)BF~A3ypU z7h7RdGDXxosq#tCF||yzT05+9yw{%IbZKDTkbr|w+LAHIr-&U9P#$@7078)H-OF8=xD}h2C~@j=Xms>p zuY10}E9>~FFgA|%433WDxLw$bjYy$j`=WYr9@!ka98_h(5JnA-mRSI%~VtZYR=o0^&`(61cDKa6*;IUGu%`H78efsLDI^i#xJ3m1yaN9Ee>T z`WPh!SoLIC*T#kmtk~a1#|wMx;^=gGX}bsdKups?XLiUrQ#XmkWrDdS@S*Z}>YhMF z$N>)OCZ&~5AUl&vtes^x>?jI{mYXNHmkO6v?Bm^*J~U9h$v^qY&Oc?#47-(b!qqGbyT$I#IcQI zgfNHNlR0ZALJ$W_`ZVZa7bapju_jU>=-p2XR;*Na%XzbX5y|dEvrlxhmKNsbiO{18 zBE*3|G5rx!;xasL0%CQsQHLVe5{^WR(2 z5-m0E>|X!iq};4+zCudb2BP6yw~qlKjO6|B>Yw=`qVqLFUY&k|5kdVlNdS?=tl)}K z%%;eq7EngrUKd8hwO5uamH^8gz`32*)^Cg<6+{^UoVL!01ixYBSdi(HBTbiCQ!uV% z{D-F-k}V66wpeClVPlg*&SUhvWSX)Qu(wLgFClO-5YCGp+H0YB@>^tjL$LrV!ZT9Nb>5rF8=V^rS0@%^);vf9wCmXv^B%bxdKP7Xb_WCS2 zpz&8zn$d^R%A%Uk&&0C~z{Ra}Z=|tF{ykp6XPCjVTOaUP$+p{y9wpeUp7uJ%9q;Vx za)17uFZRcpv4g*N4YNbHc88GL=UL44deKS@NPKeL$x2mB|F00Ag`eJE5AMURVT2Gn zg2yI4Z}n&NUo}s>Gh{om^cROcvWmM%j&VNm8OJB@dEOuG`DymX6IGo}TFT*Sll%AS zge5QI*fA?*Rsvtio#5akl4t^2baJFR`|OjHSOV_s6N$Bt$9}Qb;YDgi+)2rNZ|BAa zC=3{{nnmRzgT3wx#)kt}_rympOkC^D9a=5e`{<0Aocm)jO7_7x>LOJ&HDgHhv0;{z z5>G{O@1}}Pz*$+oV4-()hAqF8YuZ=OnYK<(BAeq+qdBIWNT>DcsYd4ov*jhXjf%^Z z-H)FuZf!^R+GrLku;iss8Q<*1*f#0EzIdbpZ40!m(j<#Jnsjq(3L9@9tzdFFb2(S9 zJHB$x(FJVV{}2~uud0+i6P=v>TFqh>ByQRh?_{D%f5#ob6L)p#a;cNc`{tEFh%$Ih za*Q!ioWt;8D9|>K;|MJbc?-7cLX?g2)!Zc6T2me>s1oH%IgbL49rk^-UwrDSgjD)x zJXconTbb8m>L6ttQXYEk&>o*2U6McwA?mMj$zoX0nUREfnNt$z!cW;tpD|<`dhG@muM5g;!UrZv<}8-AY^}6<~1RpnUMS1leFf08PHoJ5O2} zy9^ydtb7pbijU+A%fY;ee|d|VYbF*_)tT8R0pY$%b#}KYyE^{m--E@aXY0?--r?bq ztO_n|kA-PQWnea9OjYOc&k^(e&1e9}jiJ-Eyw3VZy8g^)G$uwKG%c5$fuIsnKoao7 zDv%@EJ^wKaD4$vkC1R(SwW zkU3C|!9o6U5A8e%<6E>bEmrYNL(%c$X5-Er8M0V%^xHkFIlkmiU0mAjysrz}ebh(=tpKkS9Kb{O9JT*s6vF?30yS>$WX`Y5*)ECIydXg}UTiu1}?+edS@g@g4 zcG!vA+R;zvbT#g*WD2j9{7~+`!T!%T5(|2GL+qBTg?-p|8JqjEo;PheeV2R97pC+m z0lRaJ-I((VQ@)LX2OK$kxP*+aB1KtD0iO6@YEGNnyMP(4Fprzuu6ok2Gt$v;NiHwxm}jsif;>qaV+cQ4q~mX{Dqh_8Wn^cziD z_v#6}OCJwcTyW;i+>%~V;}8t}V2rWHOl_2!WELZF#-!C*dC={@B@#N|+QnNq8#FL$ zql)xk0FQT{bHrWC&eOb>+x~31_vPH$f*16b9PQ_wvzhlYX7ynbfKcjLxm$w4sYkm! zI1kAWC@v`HXSXl?Cuh};SvD&aB&<#+fl%+jIbQ;SA|t>P|*6`(Vt!@g;gRuW=l3-RnOYC7?a?o z%h?A#Dm~cGMw@D%m=`yvq|9HS+Q@#>UwbTN(bAX~F#~AhOAerpKR6S3J|$n1C9SHBt5> zV>{~Q_IhM_GP$v4Zb|+}txoneKzj&Q4$0HmRql1>KM(wD#AS6tX0^?Sy=^H7c6p3~e|?=n zdzL;gx)weh{6*|W>9{h3*coa+4?vM2Tup4i@$|06^>^%10 z691GF@f{fQr%I;Dy;*+D2(2#~8|J#*g!2NU2{}U}1{obCf9QMMTe%a1h0!(<2P-|R zcWzSnC8DR-R^k3^JGt#R^?ZIX%NLzE{-~?1HMXLKH8J=Tzm||*g>2@s99FAcwA=5h z>as)7BoVMt0s}WuAVC~Uz$!9j8(@L;OY0Z9NjTHCt*m*EC+XQMjx*KehW1r@4F$)q zZds=%#h?i7%?-~*?vb93ZdqcrDOEz@SBg}Dea0nIeRY|%;Ct~4N8aUczqv%6IYiWC zNGgXk{V1vrg9k}LUmqJAOGaBDSy~@mk++mU#3lduv?yvrv8+zY`hU67?|>c{b-LmZyrijnZ5F zO`Cs?+LE3Z+x(PBID54I8>B2vbArySa>uXZ+20@?qk=lUuPco1|4yaT&a}%cQa4hj8gMneeG$nr4Q$5S62NC z_LuCeYR<6v)U9*t^`ed)yD}{gxC@GJ2--e}792s{C-MSQK?tEqqWRu>u$w~gJyPs8 z5mq3WA@4;78shnR_;B^!Kto;Ii{O39#}2FJF% z(=iqk7$K~xmTZ{Q_$03q!FhFh0UsHuLPw0)i!FYdPsVPY9IV%H7iCDYx_VY@;Oqepg#>J0oZ{ zl#tx^{a2lJu@9gr*d`;++}?YLjEk%{*8uWJ?5L!h1`W`5HL^?+w6=!!g{ws6jsGKR2+1Tx z;N9s}{x&ADvHM*G3NBE+3=)!*PG3>0=JsASO$^fXibWJMpCn2j6Xf?5DtYW`Ree}t zzo^;|mP7KCUxV8OejJ_neoc~48jxdnRd=c383CspskXX^FvO&a%b1TRKXG z%fV^=D)LX2$;tYQWpy-B&by722a{SdT9(f3s0o#uzxIn}a z2r-P*@7j5AOY-ZuISR?u7IYyc@1kyax~0dVp&Rq3>+YAuX;0oKTv*tbn(IJzN?}jf&vg@#t+( z)L$h>MB2tX4LJ55hhTsV^Fu;-cIR03c#j3TyNL+EG@^`_I<)QPv#tlANUbZf+4`Bn z_etcH(`Wx%le%i58Fgk~X;jm;SpP4N_2Yvd4~p;Q3&djHT;2S)JDo13Uw2YcG!(dv$i%n- za7gVKr(6y+WUV&Q^9(}HbR2>VI!|7Y9YI)1NG>Jrs5H=MB#zx9DftHem#~kO#GZ}Z zGw`0n_-T)$ociba?dZkxlVTT|=`$7+Xgw8+>my?r)k1QQtuopK5c_HhD0jC1WekCsc{!iTbIandXpT5abtnWuEEbt|>G} zDz`Oup;2eqhN4=Z9dDlyQ|3+iCZYUuXswx0lda(-buB{kv@sHU9^x~NQO@)6 z@gdsHoAWAiBf;BMkqL-nV;9B2NfB8K0qu#JvF)L?qKYpmLHKU%*`{S5SjOuxCgT`r zKC)dyv_WcK-0u$|_bj0>F0LWZc!j|~_9q4^qHXYW@Vs6`(K?8&?iVlkBsyl%k%}k( z^j-(|*WZ42K^{eHK>@>btbE``R6J?9Y3hzbMDlM8WpEU31Be6N_Y)UyFz>TVA4(VX}#8VG*r*5!>aOfECl*WeK-SpNr3C zH}&Wmy8F9cxyUP~`SYS4?ieC(6PA31PQJc~!3_1HP~x`o$tvG#iCcePnSI=PQotHa z#$I1Kr0*`dh9j!2xL{o&&I+Ovrld$OCEJ&sa~B1s8iVYve|Nu zH<+V><tI1xh~MJr~{HML{Gfr5rMIrkoqva`2)1d9Ht zL(S@=YGZAOYco<}J}%ep@>`v#A=LXwU;GjJaEb^+yB)%I^!n3|2g&7Z-=f`WTUig= z7Zq3A4<}ATYP4sOA1pdcg>EqV9EUlt29FAV9eB;ek^j%RH*;xK3`?pMf3<*w{IOd{ zG{Q5pih^?uJAFO-Qc^3dryE?F({nXjx}D#w@nB_BpA>Uh{hDYL;{gd^#RhVA!Kh+5yUf_Q5Di8Qx| zQL!$Er|t(~!PiOLvtOy&sHUC8agJTc?fWG2y?w?KCW z(#|Zuocmj{=Xi0t^;_riJoyl~x0r7W>RzP=&DVEoc_b*-Wr;)GXy5rz!H`X0@ekqX z4gzsM?ClIS>?SJNficXBYkV6&ziIY37>sf_$4G%iSUTe5g9IrB3@e#fwqwWQ$yFHI z)`gZ-(j`Ezo(qEeM9%=`OB zhN8tYh~HXyG%lYrA-H_sA^V^@>e3;W{&-=U-J^PDPIM)Vf|KQ%jGwmEb!^hMFI}AH zEGEN~Z%a=6x}4QIMHS6O9qNK9qpv7$VC{+na&Ow#oChVGiRC01#wb*(3dp!%-T$4& z!@FgRT<&V?o8}nBt7B6td*sLwlN$vnQPy0U68ZUL%o(vf>ce9UouBxNl*3=I*?8$s zI~3Xv-!QpIx7P=8FKTmcUK$5!OU05bNJmH0OVY_DsNe*SZ_>R%(RbXyp!Ha<0531n zbHc+{_u1-!QwL|*;d|2DxT5GYXXW28U?$aI>;8Q2Ba4T!GbD;e@@?pCLz7RRL0fcZHL@f1DwSN8Tr93nVKCQeh?aB z^|-+hQ3C@5Zc7&sH=U3aSf0mT*nWQzmG$A0&{{v$xVkg>7Dv9ewi)-K!IEz^1DAuB z)Jb;qw$JmzG?MEVbSJx78D^MsuZY>I7L%UNcXn`A`+e6BnZ0@*EQ_7@e}6e=1O)N` zX5zHtQA#4(c4Q32A*PEV*1+`1E$P+UZwAXh8&40&X>hq#b4(d+kI2;zJJiJ;tnO_X zYG&W>+A$$ynv(h2?fdfIr+%!O!)*UwvbS^_wiKQc4)6NwV0+Nljcn)IbeGeHuE`Cu zY=Cx(tlz|pUNMpwLv|bGkGR<+EqcLa=bT7xS9@-deSvr`p*K&8q%s zXO4(!iDpwgt3yJ2HJ$c9RflBGyV@d_{-MG}uL|&jaK+xLKdt`vg$WGOnu#y|2U9if zssGN`F@^W$*w1IC`Ic$dbMT0XtS*Czd=qu=-o39<2L^25%UHWTTuD`xhYD5K!d{Y#}D9O$^~zkk1)ulTF6FIw3I9QD%rqa&A!gLn`}N#v7n-^^DS ztf~<|lB8RA6$QMVr&P}RvGlK(cu3xp7r^ky@ga-4^y6L?5GKj=*1vE}p8dC!CEUtV zDx6gtwSF$5&gX7Zts;+p?9g`CspBdnHE!US?P%_>lZoc_F=qpLbiP0qI#5fzb>H2% zyp&R+wZv%86*76;3)&o7Qw`LHSmzKKg@H`gz_@5tWQM_E&J*Lh`bv2R5ll5hT-y`8 z+aid^7~+>AbxAyKA3uEKitF+`wt(B>kHnD03Iag#lIG1QNx<1%W++)Pw^}*O%>RP9 zp^lyErA0aO^ld36R`Wy-lYoA*^Gk*NU?0Wcw+b0naWdvNE|JccK0zoS7=y_aJp>4` zYX`%-jV;^;b_iaO^j-ioNj6LEGafp zHb!^w%vjW;|01XbVR?x&2P3RAf%>i%KwLjC@2{?HH@U^NEHVdu$yj(Y5*Fg+%C(cf zM42h>ltN6TKO5cjpuj6#DD)x(Q7!=CHNFO93w*RXaVm zs0yVRyfpqS@E}mu{4=em42Pal1$xSffAy3lKPnvN_E}0BP7b1dvb}BgOKHC&HPp8|dhfJi$B3`d&%vgpHe=w&&&pS+Z|22KI4aWL zEjn_q5{x(H4x`SuIh=QQm$-0j^0JNbUOd^nxAg8L`8@wqVwboAQ`^hMZ#zi(*yHTl zYwvM~PHLCQqSsnP7RLy~r`R5{^Gi25Z63YuY+U9v7HK}d=UBke{nJf($oPdyCK2Nc zq1@WaTRj`^sY;&y;y+Exf=Q-GP8Ixfy1Z8>=6*P=lAfA%OCJCNG0_+XZ<%VIDBo+( z^Y?eg+FOa(TdP?LH0YOlhn3mXKcPO|ae6j|h2g)HV)pal4$a&6u*Tb1DW)K)tF1@< z!mU45cFLUoT^b#+V6%v+$}Xjx@XoQz=?AYq-bpbUXIv90nG8AOv66dDKYEV@n?Ll6 zU`ne%0^Zf~FuXA!RHo)yIXOS!`nSi41iH;W?n z8{R=kn){lE{-B&vwf!>BHL72DhoMUPtNL_~fKzv&Nd5Lbn!ETnZl*M~k&t5wEd)Zt;|RXZ+5Q@u*!TIx!*>1>i1KmJ)UWF-T0IN zY++>cwXRB!j3ovT95U`Dg=K3UQ5%QH*ejo~?0JxMbfDqgAGL9bSOprU5!t)FV?275 z4N{ilUK1CHXr0mi!7ae(Lce=Inkt0o-TkvJ<{MtsO34(PzMEInb=3kB1HHp06VUa` zep;-+9Tc0P*b#2YmDWTF;r*UQ`T`a{-m=K3Vnq$8AG}sm2huqG5AlyjCu$u>#5}<8q1Q^;4Ij zMmV^!LZ#q_ZEdb&?10G4`{^MT@wzXz%hZ3#VX@jpX{w&OtHCYb!!5;K4g6mxxbwtB zeyF(BZd=I4##c1VN&jQ@n;GXuBc?#n7 zG2##Y@}ZB>_01E}K!pAt9~JW8B5B%+8)8I{4q1M6*Rq;|3wGl8qktqY6~Vo>p}JQ(~nNR(3!N?cmL4E#RWV&` zjqC@&PlB+z_1rrjLuCkW>AF1bZOP@Rh|c>1|1{OORjap84n5d0pZpD!K?#Mn9ZxmMA|b|% zAD0&CR7l?5K8JE;34sIhpo#$;n@Q9`||lMv74YA@{Q-Hv}zR4u>J*B$4vQCe+md%!f;NQaxF4UH!y` zpj|7T%lsCkx4#G9ZEBh?GBjS#sD-cDc$As?*&H{xvGEElPApdlN<#6k)4%?i?5kI6 zJA;j)6NGKcU+f=O>RtR>4i>U8_IK%Nh0^oy5y{x z8b|FrSKog-xv-~t(At_yeAd*GEvb9Du%3Q;NYG_SM!`~GQ+^}|^kgk_mH{@RB&=fG z7m)yO`XS>lk1LukxTYS1I!x_q?X)RIN)Cu)!wHSV9p75Erp11q<*_{DV5cNB0LMT4 z1D=xdYcJz83ekka@22^_9gtFG7RH^FDD;UFT=JVXmU33_`O($OH0(bi`{bf?)}_a* z%7}#Nt6>DM#3gcBS595la#SHf+^H`IP3%{s;M zBsQ?-!*N0TqLL@}Z$G}0JRbohvkxrJm!w>t&PT3KUVTlnt28P5GMh>D+lC{OWYQn?__diOu~=G#Bfw0zlGH@yUh zYienM_qSb++Q@jLmr1H$7q@?oxH|G{w6n>7eMiliWwu2x=V}UE{6?XeEoEHPlvP+M zP|m5f;NtmECR+wYJRF#lf$feEIWYdm^tMa-|7{Me% z_D($)hX)~#z|&HoALr)ux&`ax+Vh$x#q1ER;T3YmdUUq`i*Tjo>}>Bdi~qS!niRb@ z8+8*AvP#6KR>_@xJ1axoZrbEOYpXZDx-X=wt%Wa}KJ9#_-5CYsZQ4*&n!&|?+4RZh zmEul^{LNQA+!g=@6s1IWYWs<^{7pnVXJ6VHJ=F0I;zs*Xncw*k^8!Ix+EkK?Cp^^q zjKPs95t5A|&Xg2J5ad)CzZAxgt6; z5k(VxzvYGfJMXPLL-uo;FPZ5GJ6C>$+?%eN1M^>f?UwfJ9pO1<>)OB0kg?)vLmS|1 zgV3uqevs`|YWsGN$iUu;ge`Vnf#iGWPhHSB>zc%_-#;=R%5eerqgluz$#&}D+tJtezmfb92T^-!iZ0RV8JR)uRl%ws23hC zb?tOD`=E#0V4z-h2Kr56=VlCZ7Zw(FfP%h%5C&l)6;dJ;k}(3(Ytk>AvGg?dhf~lA zk|oaZUXp#V_Tu-yVOTC|&6=`qJeCV=tRQZ!Y*T*D1idmz#ofVoQ2P|O&z6##dd3pG z-fkD^s8CgN9Mkgs>cvx}r3XIAW5P<_tHG&DfcUYH(Y7GyjDI8USINSJul}c{>_Xlacd73 zE`*jqMrBFLU1PBgoA#&g0)LZF<+_4P<>{ACYi%|!w=x+d$6lnRfI>fa&wZYnYq?{c1rPQw2bE`&Ww#W0Frlr9l{>WF_jLryWQmh=-Ye3Li-EPZ;SvysID zAyWipJLjiUrMih6WvJJbPJAu5UE5v7Z<>GElqCRkZDe~xD6iGWbQdN{bZ$2A1B%h| zhoyGn!hAXxZjYoro}k&ZZ5f7zh~Yw{>T6;ur)s|KnHP_<-|AdL$|Xv|@oV!%R;*ZIgv$XvvIo0R!?!k=v`G4gD3Vy- zzI#W;S0SXU5=`ZUchd0xe_x^0wG#35^2dUF66Xc1r&^85yXbWuH&?4KcD;q+f(J3+ zDgN}Cu56x9fR^mKKZeS2J065urV7&WO;qv^2&@U1*ueNU?XU$;+pw|Gq`s=MXIrte#!JRAZ1V%Z9~`Z>aQZaQHg)*D9d8x z{*?mAi3eP(W0kjwxy~DW3Y-}Ai1;Vq7NNG0I?xWP!W$Axm7v95ja8@xM2G7kqg!|VO{tY5$fZ?IUc9DX8 z2)j>wscvxbmH@L!cQ%5LWsMJ=BvEceJ;6yAmJisa0HoN^G70JuEiM1>ku9T8hQTWW z`6J#?4er&)kKKK#B(?$8wNL`0?XI^ePs;j`X^W7E$8as@HmI*k6jt1TDr--N(2!En-2p^%j$6ed3v35L`biWQ{TS=$;Y1h1YUINshz_ zu1aOL+vMe5ai#kQl(&ZfedEwRiTRW~WS_e=FC(Po^Zi>a{dR+Z>{Hw^&{WncN+&6gk{^B{N>y}Z}&Db7GI*DYuBS%|2 z`_cNsQ)!10^bvl|J&Ih~vGY9>dN+}E9!-=WBV&k&)b*-BG-y)|aCROl#0sA*-2RWY zL0}PFfj%LPYnQU`*UhSp7?mjUla!h=SJQl-?W~RyzbXOKXuO2r|9lg6ey9yDDQ4r;HURo$v z!o;p!(r)OkKi2H+8fn~{X5TnD7BjwoFAjt6wI2oC-?83S&VJ**`@>{?d#Q7y^ECO> zQ|rDgI8pCJ<<`PG%Z!ai9vcNV@;@A13((~X%VOroAXe*9BM>wel+*LZ;;{dxz4wfY zI%~Q|+hNQCT??|c9E+x>FaWi4m9kfDF!oH|u|@7neL{fJco1wL-XuIMZldc{AM5GV?z zU@QPlZB+JIXn;AWJ%BGs?hBv&No&sz5XO#|4&)Tp*H3@{{tQ+bhr{91S%DFpTN4HH35aaC3o{j% zSb&lCJ~5s#1$CvsSRehUT89+F;z$-j)_FHOP8-;XCP&wMGPg*_hdD0xOFA%Srqw>d zgTVk;1CSQTa6$*|Y(_I2ZMVuoL|>B$FkNJTBlNIPcG!Qs2J@x`&M=(dor~ zhk+->C_b02U5oi^Y0 z+$eTjV#UgM9W$v>fD7@6u~^U(jdgBS+U>QJ&(7k+WsvT?n;UqBu|lg?AXzI=gKo9M zI%ifQUKAO7@O}Tohz#>%`ZwdwVNl?-0ncIsLscd$-M4!FT-zO@bVr;dqx<$lWQ@}R z!$=_R|E>dWF-MLjM^r!fe5h8ZGUG0v&P-J|_c+IN#m~YGF;2<2Ca3#&>Z~ z2`rAa$I#VJd=Nb0Y_qoQGMkigH0`V$Zlw_)e;~F6?ya$S-A=t3(h7+p*`LfvgL|RnDWhMC(%Wq8-}({zHXea1p=}2#jWbl8ri$ z%-qKp^Y)SoJ?`Cjdy;sd`dERgvh&0nDp2$q#$GiZ41X;%elp}(g>e-p@dG0bK?BS` zntd5$Q?~fJ*EUc@&pDv_2EBRWV94%(?Z2taMVnB)RD(PVLH=G1B0 zc4Me?fSt%^>m6*b5f40)&G5)AWr154t-%|*I{AeCv~UHD~O|xF)2TxmqFJ+ z8u+nA*;ZTD0DxLd4&cT3o5Tt~INT(-CVADw(86`i%iocEHci~79B_of_$NKpM=FD*Gu6AB6b-ozWXKpKsqM`jRXx`+oG#DHke>7~x3 z>x^i;QVJ^wt!e3%GS4@}GHi*bW@!LXvA-uN_pX+!R=u$IRkAQ=S=AU38wX|KR1xCp zPkmm*9cdClJNcwe?N$4pIM1K%BIj-iN`CnTa~Z<+EQScRUyhDxk5_Z9Qc0!-l_=ctu!H`!2~dKq%vIIMP6slbNH1dwyu$V;Mw&Qr0zT$k(~x>ttAIS)tVxrm z7Hwm<>n{{to)&HUPe%+dglr0S#9CVG5NZsvuf5|~8S+ZWIm9q(!`^&@bR$2eXHpWF zcr#;TK&JcP!&Nw;Ot0AkI)=f~R`4q>HTE;PyYTiQIAZHi*`@my#68A^E{kPptUoELf>SOaJj8jz-9H@^}`*0$8W@b z;Q{FE$27=sO+}F+55xRDLzACfLitHE%ULXRN=?65wZr45i+%}&PPT*e+i`w66SqL( zo}R`L$ed_z^&zX7{`3d7k>BS37)1X+#&~cg#OZsoeu=+MlkpCv+~>)vkJVWSp=*?H zii%>0L_oCk*2vKyXq;_=jRd!lBRY_3YB~6NoFU+3+@tzKhOr&q^aPe_UR0V&%YknB z28hNxy!4gufT+Dk3ZR_uCgLi(gD(9SSeiujo6koko)yyoiWaK+fIVRdNsM zIwPZrYYgLY{|&uK%U>1m1-@q(W0ebf(%YOrktZ+qc58pXH7Iv{0vbpo=2P0n#mvrP zj|<9>tsWL$R(i<((u0VI@D~{tnF?zS-1QeiFeHIZG7LV*WsgFgQ}3 zZjY86yg9pIW?Sm4RQ@rR{3_#yJ2f7^aUEI_Of-EI2-Fq=HU>#DWGz!N6ml`5#+FCW z3swBe#3L}=qg;}cb$!e23LQZ3RbkE8<93oy_F=k-<6WT2P`3G?hRCq$zW1!yT-$xF zf%EN25<2w23_y#wAJ0#KC&!x-2Kc@O-3J0DaK9+H*74 z;EasB4Mu5BsCW;B;(Y~*_eNeyOrsm>0r2kkYEKa{BA_2XIJ~+a_IZ0v?xqu3fbi_0uhAEu>AK;2iiud>aiCT}o=QxoGa zgC?9#aYXLPL$^*Z+xVta%z;=rc|x(93f*%Qg9kq9DVAz+>kfN78Su+GDpA9|JkcgF zdWm)A28Bj@`0*2R@mJaV|0G4o)gwW1ceFL*-VFqt&uEZKdE*?-&L@?c$6X2eKK&KUGz)D`!#{C^$EEZNJ_IYpe zo=9vWZKoV}_~+AQf9PJ#C6%1~wog@D#Y7Mujv+t9KNv~E15@EvAV0!qLw3@AALHJhOm0j1l@1fl+@@wSKekFWw6F@UL zboggNF$#T z8u|43?~PpbqytDgM0IX;diU!7O?@MCs1x5lt**D8L%fXU(C-dPc5PyNscTWvR1<7C{jku zsop<=itkh^VlIKPx#p#p0IW51-$Hv}3M&V6al#hG`D;kM|L(n5xKq!WxMKD(&y=fE zoeTTi`Zj-~=0J(wO{b^OQe17yJcw>R(w0Y2Wlu*dD!!CEKnfarfSbfN)@NNI1PxCDr-00=sh-j$%s zo+6_dmRG+&~H2 z;9zsr8Q*OwdEwUfcaX|7XVC|;a`c)`e1#SI$b)wR=kjNb z%A_7>NE>{4O#+Wg`uz-w$Q~qIURsQn%AyV8j*V45J673TM|uEuKcsyoI#F7s(!eX${z}q}C);illJiYnP&FC~Wtcz#dLs>T6EAq{*dRHi9R={sQu| zr#^O~)C~1hs_3y%Sg2&mp(G)#rjY0$@zy)u^rjOr>5jA|Qb?Fc8SBmqqH)$SK9kye zqfs4}rmj(1$*V6DZoi!msO=CQ9HhK9eMADMG0~K4R%6H;(~liG9i%=`IRsLMN-@$o zmS6;gYS+y~xv~oZ_7Rws%rKT^a7~tfK4J$vv-^t^J??HM zkY2?7?yEl5evn>$vFdovd@iH|Bgsgd#Vl;4EPBe%K<8j1WJ(@St>kwF5N}*3P6U> zuv?zweKQEP$WWrF0o{n-Ph6zH5*FB&Nrk&F+$9C(ydccZ7b*w-F_Vy@}ICY=h`G>G7* z8`+t|!osaA%-3m%TURt@Y`sv zh&WM`3mhhk3PbRvGivq5&cuy7OIm>#u5YKzJ2bs}Y}mem z%z0m3*qV^=ahqRQ{JIzYRK`3k(NH887ofs~hc*GxOO;Vj=NQI{`Mvx8pZL?Ax?d}K zrIGLplq1C=^8*~(=xlI0h61+n5mID`^nY+4-j@5 zn{If6)Qd}%7amrlAS_~HJ|6XzO8do;?1|DS4&(xYUilw3Xt$CMxyV=6om`~AL(h@8 z`z&(>o)^j@{#V=q@{JUCYUHh357IZEq5fG{&47_ZF0!04wUlwr>Bs5?I~A(veE&pD zD`sg)3&7Y2n*V+JspMa?Lb$2Y_f?-gbu07yK ziQ>%U_raUWtV~EE*0_L3#@)Cp>FyekqJQ7bEF67m;MsF>6dswi-pCcP@~=d#P#J1& zPB4S)_{0kXRHvHG6!Y@5f_Ial)ABw$l9EBd~tpHuMcxRdsGjpU^yH*tC>=iTd z@(wSm+dSH%p)jH{Ha6a5IH?NzAJ_FD{JeD0AfD*%L-6p>93o0=^O3*|1ZGoS`NFOx%Cn3^tdWuY5 z5)xW!dL>xSFKVAp>5>}EC~A)H^H+0nSAk&w0^Kz9N^hWYhJuk8F^sKUNCY1kmeHj~ zbg;?VhqhuV#E2`D!v-#$6f`15NI^(~fgX~3Ks05-15q+$`BmN;%B+(_2q(wXQ$Vt> z=nviG#lDZZ_>icFZ1&9}uKK86!KBiXmI;`94^Q6ZAW#YJ&1ueF`s8E)kpDqnh9+qaLa|5h|u zd$ofl#N={d{&WDP^~w}DBGDF(9&MEV4So$*1C;LRqi4Zd(IT3sBBA2mvOBFU^EY^r zhj^{@nNUY~KlmBjPJ%9&!9EnVgThF4WH^UNEVzDFESRRWmp>x&fBQBX2EQZs^QG|y zjjLBZ|L)Lgn!W)993bbw;XDSaIxS4hehS>MZbeAC=D2KFRet`w9angYh=xVxau6fv ziJ8HS*w4u_uIn#z=tR#8T-KbV07N0doy~hjT@=-}ksH(gX0}gs75^78P01KD-%sJKwEBtOOStfI5)Ns4Ce$K7Y+KraU5{m zDa)iVVvgX^o>nv5F}1yU{6zAiPWSDRH+#QD$X1wp`CLz=6f*c3lVzj-guCE>b)v{j zz)kOwybig}sluu@-=K-GE67;Pjr$jJuEDjky%J;!tNAzw1u^M!dg>!@%l?T}uasQ}at)F~aQ{ehjSokb2Xm(g?sEv*o z`=5ZEQM-BEqJp$ltyJq`+W8g`^x01BnYTm?bj8L8o|uLX)uh#R${!)7DkVPIc6Ia>CQ3n@n*FFT<}7bVUXnMod+2vPi)$*k*FunxSIgaOt*?v6=y%d!~ zBF>=?t4`s7--baK+-S?Go9)mAp#d@Awwnb-T`qBy$_SobIQ7)=<555`ZS3q0?mm6` zGy)tp!FN|GxvC^v&g}uI)vO5G=-k_<(dA2PjpWEjUy8YPN^dd5&ivwV z#tgL1_s)mTE0lm8S+Y>}G#Q1C{sqxXU2!Y~bJ47~iq*$+s9~cSH=LK)CsFubePCqk zv6;HeY1bGT+U2Zj6}59pYKK4o8_Ce=Y*`Gdy3S!Vg#^u5K%TanXe>(WEjbhLZL6uT zZ@)^b69aaLXuu6PB131;Rs;0SKwsZZFV9OE)VT-m?2>xL&GcVGoX&RI3=OR)_3hj| z)mW$>(N43Glh+w<)vy~;V5hb}C%Gosv8RL(lf$mS(~DQlQcJug9tNyLI6SX*Zdvl05T(H8z(w8|DA1|4x%}J zOoTq1x+?HHJjc|}B$#4={X_8YhHbzlkmF_PN1#A!#2trrI$(}(0Fzlbo7ZCi8~@!q zj=!nm6)^I-@WCD&@(D4Z`1rL$7N&-FWgAVy!Y~2(ms1Ju13n7gKJvb$DFQoq*jf@s zFLk2zXJE#JEJ0O!xQAHdLZ8l@{fz>#NN_vMF?Qaea_7~fVF(*Lbbx-7)w}jS^C0}M zjReqgYjvGKoJ1QCMEZEy7)D_(wZq2|dls1rl>ont&J{Dr55Z<_&-hyq?-5E$4LiHM zOP4OOVyVtuhh{a27&Lqe$j?CJPh|>@Whm7E6~>c$Y~bmNd_s}yKMZ5|xbQm_+l^K- zO7Tc&XI2L>*1BRY2>FN;5ZqgcfdX^duV5P&Hh;t?u~YebTa=`< zGp%KBW$ZXn+UPN+{NMOVCn%Ly%6~01ftvLf5*pyD4ZizU1=`@XkNm7)T1^`CP$OO$ zhEU<~y0*5tK4NpiNX38@E^t#hcR&6D-IW{ zL-e*x3L)kb82&POAkQF&^{9x`_uckhzrtX_XJhajHW}~?KGzOwe5h-_v>%f69BUx( z3Z32DqMP)fAV)nf&p6{fi)L5^3rP(>#IZFyv+s}MZ+Vax)`L!ck>G>8)rRn4taxII>Qm`Gwt*Cvy) z2u|y1In|VlR<*Rk>mqh9Y_2?)AzS;E{y#ayU?3oe^A;(s%NL)I_Oa`^JiPZpC!3wUSc!wmP2Gk6LnLW+`AU28Jlb#-53PDw14M2j#gO!pu`ZDn>ot+%y z;i-%Id?;KIej!7{!I1L;D@$h_R}cS1VMDYu348D0{wqeB9i;6CuM%lhOgAHRuz(W| z06TD|IdZEJF(^jM0k*;4qNq#DVGYj)0jKQlaw}#{NbP?>Ilo!`Lxuy3a1`O;PEQyB z9xG6rT4Y)*etEm-C%gEX@t)-)Q>ZqA2YfE2S8;vqXjitxb8+{+2UDRbG(!xfAv4MF zT$fJ5hr(B?M8k>Vlq!`hFJuo-2jfhNu*Fb6@H#=-wmJ+kBRcbt))1jz35 zMs!@xutx=`x+0HqfB3^86nu4|Zx!ak-APJFXoM4w)w`l;fENo@VtZ-!v+v9 zgC5ZoIC32Q(;ps-_)#zk{aCp_Dbef@)#^MoGF6?TuLbxWBMOGQ=#5}l2r68x;e@GAoE1EequJm*T7pbkVnZ#n|67`I&h8e=cbnls z1JB&IYs?_S=pc4}!B2_#|EAYwA`xwiYuKcz^JfGupx_C!w_+vGgMRpgM81`_G@NU0 zvgF`z|3p#P*rX`h9N5f?#{8j4>0pyW;J;UO?CRC4i696=1tKbGVcw&}XEk8fAI|(6 zh{~daVKGUv^i}A=5G5_JQYlyjdy|-9hCz(8A8TS2U1RVzpnm|G;&eyA3~ikrCJ;T> z4ulex75hITWk0YVOs>mscGtg19q^5gp0@P+3~o}WAOu$}_7;A_lj4Vu07Rsf6^(mK zb0Vpx=f_yIy>d`o_?&7WxKl%$CI(0K^99-5yroAI)(IjByHrZy4=AV-nMMik z6Fg;fqyZ9bPjbn>qxvp|Cehu>foG5hdZZ>Y+G+8(!O$C=MxY(vraa={FZ;mr{`h@3 z$lpQ1@E`07I*1BaK930Yz;$8xDSv*nG+`t|%jUuOH571_cdk#*eA=8N=d{+@Oe^Qg zPk&hck?D0i4YYPQMr)`C*6Lq#C9EExr$<1Gu(tqpV9QrDYaR_9(@!kJX2BpC%?mV! z1_lW*n*%1x_#kVR-!y;>0_aNzpf74;^G9MIX!Q6HG*Ultf(l7eq|JT?PYnIdptik7X+b37`ILKZt_Y;I~MsVA}Mr)VeX; zx_vuAz^r}ZqWgvdzHZcNQg?4N5X6HgPMu1GQDKu=wcKV+g`f?)R@$i<{Vake;Zw_x z{-KP|JV^Ag_AA2FJ;+D~gygB3_wUECa)^nEeTMx8U!uQ5fFFYZKZ+Kvyb@?MR{qLA zNJarn>J)Y55(pb|G=OS#2O)ed5hv>boGknwoNW5PC<{!az#(Fkhf{f^08tG@n9uNY zH)`8GK;NuC!*!DjvRjL*FdGM&#ML%{L;Ym#RTTz&_3|@vgknW<2tZ-a_=tFY7{yQe zC#U?W)9zr03YY(K04R>BW*VwS{{rq4ZJ>JinwX*jv7R`mK_uF|rW-(Y@XZ8a*d#)) z%0708W40l%R{@OVe!PaS$qA6}$wdD9OM`{kVo@b|)|E=+_ zr`HM9{?*?MEE-0)-xyqaYjo+RVi0!GDb?Tq-N5*k%f{|+pVqhg8^+&OQ!=@&N!g4& z*Wj*m0l0E7A)3g*<3Dp!AJJ^nsZN@c?|0Y?7iU>hfwOO`6c`3_;qWz4K$*Im1aT9Whi2xK zgmy$Uze9gmyF|1@sPQN3FXs7z1?MT9l|mcOtnc&8l&$1^%YVAY2E(GF}8R$#s~djtxjvg z?b^0nn;YN{Jt#;%o@pMP$nY9}^0eiMZg_W?yQ3+b`Kj7pHEUOG@WS?$#i3m-!R?FT z-kj50Ulw1<*&DV<3vi0o7OXF)rOa74-k3j*@lh4?Hrwc2+gyw$FJenmdtSY_k`?PX zy+piMYfstehl2;{gg-&Ddk&jrH`}c#iJ*7!e6Ol0NBq(ccrDi$yF>}5u45fJen&K0 zT7p*t^xZzVt@$av4LDNmt=sliD7@d+fsz6v_rbl7KQy_tNJPtP)i>yNmu7uDH!hqn zAg}IwHO6DSd&uQZ>dzHoYRNHXnB23J)i#SIyjgH!oT7VoQf1*sK+{Wx#!q@F?O(}4 zWaIkM+pnb+m?@a9$kyxdUgRt~Z^E1Q3+7xa-K*`DCraZN=lUdL6`J?6<&EE?U5?4l z<#+Zb!}y4jUg53iRON3kH0m1Qj}qaf`m|<|AwT5<#`+yP@1>gq*JP9Ugpwby7R-gG zVhNWC;XYRCwrW{P$%Ns;8j;fEv&n_4+S5N84|v?Wws(z-sVw{AfNq)l=PQXp#q(zs z7Jae{U%`T*5FwHxg9&Xo?y>!x0H$zL|7(QZxOm( zrzAun)K=8<{OurSE5?#oABJ^`1#zR)Gs^?qaCVOd%BeR+R2peYWgRlsxHN|lO`$e&6X=vb(DTn@i(T{Q;(~dn+0#;Ss)N_caT9Y&gMff{AnwLDmbCIvXJe zBf`?7CGw_R%!FTOfeED5)#MOuVG1DqC+py~*gL4zIGgL7z`%O2|3k zTjyD8#cEsZ?1j^k36B2XqYBl)w~72^`{J{`lCyhT8ZuNJ@}46~cZ!Ag7H0NyOkMdE zLw}$2qIivL?G+@qlft#_*8(`Ayp);IR?+P1Be4DqBQ4W(uVnM)(+n%p7Q}Of26;qg z8l{vio$3s7Wt)qVgZp*bwuS4WFVHkx6!2tN-OpIq^ITRFgYVpVFnulUgR8Y5#SADO zZQM9IbUuiWrvwSTV1tEn_UGqMzKXXW4LxDL@#UXQ zZ_y{w2fY}QsPw$Kp0tTqu)cUOpi{frmn;6kF($FSUm5s3b|FuOfV@DJ^GC!$?`Xz< zdSgq@ZnTQYqHaCLrGF!NY?LZpC)|^`{ldjy`z>7GV+t0rfT1Z^0!Xpz7qPJYJd7^k zQjJ=qZO{DRDafv<(iv7^WZZFv-CKiY_O5>9?H@Lp6YwevGdOtQ%T&SK99MyB-{9w5 zeddje<6JfFqV`chy_e@uj4zpzIG=Et)KUE#+MNU{T0#5A32k&;qN-u{{VK!FWbX0B zGgM7izg6-bua5r`V(Q5%!7z%|^WM=-pGu0!Zez39=VRz=$yDc`Z&|;&yR%2GDPHDh zcBkmVID?QojnV-OeJv?9ANxx=^Yv($|AqOKk>cUFc35&7kbSY!;blxFTedd)WVqz&%Ne0#1%10#qkK$EL;fZZV7cF)%J*YJ{cb6GoQm?ON z)6Ku2Fy{OcgZaiN^$Z=z^!tu@UZ(lRY51{Nxn8@yU6qM3UFop!_1#>@$lz|iV+^xQ ziSh0R{AT$t1>3r7JfFR;*v+U2r=a8%J91*V*$iemYN*L^G)@A^UpXW8rGye8M1KIJJ(E_54;>^Z{_+d!?e~hTD%SGv8z@K4_KuntjC~rNG+FD!V1mT94G<)cKZZ`><~#L-RjYbU z-t}@(o>F&7?wzS#+Bd;GpE9%X6n2 zR3Jb+>~N?uvY2}vmFdI?QSeLNE5Ww&l?GRh47=wjIK^sBxabV`{g_{X+{3DJHYENf z<&*{2SOYAoi@JT1Xmbh+lgMT_u76f;9)BC01bGw;C+!l(5=(R`U)6=$olIwg;}7K( ziR#y~a!SNGW^RTz_eEvr+9X&UA58c$8$mfzSd?$z(EQi4Y$u#`pJ#1$akeAR+X}A&B7TX<)5_90iXQup`@KbP3~Fx*Xn7@VOjZrWIoX@> zezBdMoWl>Yzc{<3z(Jj(deDa)o`J=7p!r5OOHmw*V;aBs)mgV#*q5hY?Dl>@$S>cj9uO0HScq^zdj6e zCZp)vdQ9OgDxNZt5HmBxi1%|ya=)O_-y~$1q9multD)QY_NZI(J+u{n%#bn*p7?Lc z)YdiM+e5QHF{D8EIsRmPZD56>)BaIrS*-o|J>Y1vK(@t3}LHnsPLz|CAF z=TR}~Tt@$mZLa&0VR6GL1ug3x&suBkKonEn$dGP?MYce-lZt=B!tIX^WBx4I-QBln z=CW2HNo)FphguA~IT0Lpn@j(UA|b`)aoc<70x;Hf9kTc0S};xc3g{%iHhxUwkbuF5li zQ9L4iokDy$2STsYUx(=Lz$vvfBqpeID!=6p#|TUMoq(fCf{=O%Um`sq{PhWAuF>V# z*wE6P0zq{%gW*3##n9?q|5nFviNF8raL<>;_0_RkH2(To@2xj8Dr)MjaJ6u#l)Wo* z6Y!HN%DzbU7Tn7UKb-B*%@I#7(z?H30Ga+N(z5k&a~bBOP@8v5E!!|5cuPpYH*3Ozi_ylflCTj=eMDBX zJkxY(&_U8gPIuS5`DCc$=;bsQH6@hH*F&a;pTiONKfYEx8cW)X~d6Atw!Q)j!nnr!N!wk?}s7V1@16 z=c6ulTgoqaenw&M>n;T^8`pzsa$2s4yq06Ioa9NjL-F>%;_M1B&f3@q(Yu}eKP=d) z_sN%zJD_Z1KyMjI|R2|F$b3Eo4D=eq-lzu!jun@m}QLhb=cvAjnND5bnCln z#|7FBf|VOX!u^Vv@`}>`!}8U$EZ4K@)Kjwe4qvsBzp8i8A#KN@V$Nl`$hAvEIpl-g z_s8;SWyX#-G+TT39l#74GdJ?Qf>usG_XS$_H%!}u2fGSw&7fm&vGSrDultXK?mU_I zf%7i_IB99t(p~JylP5sbDW(-K))a5lS%%v+lx-%L)w~kw4}zf){5m>11u#O&8cfQK zVA5Gbn>p017`z|aA~_J`wVJp8u!fwx>d^v6AH%9AgCK<}pL&SM9M8Wu%BX%;R<_7Y z1{`R^q7dQD>?ysKQ~STt&JDb2*s~e;i)^-xXnsRkmh@%)BvgxRjd%}A_w|Yb7=@t1 zPHhDqc_Sy%9YFjc8<*1s9HZ8qMM9tf@aiI9-kELMmedOk-j20e{REg8ATaOP;2byO zSV1l{@|-j6E6gQcaxPnQ)+}>#1%$u77c>e5FxIKLt7}7h;2g>twsMOKvv#j!{LdUm+0h60n_1JUp*~SvP{&09ZnQ zfB$y7<&HYd#XF%9yUX#K1y+WH5f-M6YiQE1HVmEKXpNU#p$l{VJAK@h-9k5tpMg9I zP7);>YvGKdioCvDqke+}eW{fua+)bqX(-)#&RGBHX@o^@SaN9(6v4YCVx?xFC!7?` zhAbow(-Hq8Yl3aS{ z^5Y59H$|a7KY;6Yu&ee)ABMc>7NaO#jrC_cJ8!F}+<4 z`f{6IxJKWtlI)HTg%V}QVy4*E;zgy|@DJ)7=k{h}6&CXZ`cQTEh4qnF$sAY}vsR-u z)9_(#Tx!peFp|@9!z?MxX)2L}=7l3nbPsRam^QP&h?l!>F?;i0r*MVh%GD+LIz8_+D04NkGEzsFdE}lR6rvojuzye= z5VgZ{PTelRdgp5GQgN(#w!tItcFk)wHEQJRfxDa6lWW)$Y3Q zp76Zuyz^UDS65doAv`=hPNHVi3OaX#z@Ol{_B1RHIXO9K8t%w(12aqPB|{1HDCrd; zcMte>(WrXcs{T&@He=V|ZCCfsA&)ryms>N`;Gu?WDIZ>tWgL(U_>wQ=o5fB`Fr2MSF}`^J z>X-h39tA4he7~m*!o>%wrZ&F07Fo}aO?}RVT6iQSuXxhWs_KB<{hsm*jK5(9HM`dy zY~w+mVTQ-^V69->!#Gf!^;otrKUPQBrAv!}W#TAeSc7Y;VorkC?c_q)Xx`X6?9|~8 z0r&*EIt9X3QoXXetzel5&Jq&154>kbGSCG-S$RO8WN7R%R+9WG#y%sw|D#iLhqkVG z`fGo<+6neqa>n38zXE|BId5=eCHCzHkl|5Yv*?6k6#Sa`09Vrq~X+y5_3vS zhHu2n)ufKK&jnIz1r3T%PZ367R+yt}Vs0L` zzVAaxiEC9Z_LBSVwvlZWl+!nyU3JI3pmkiF^s)wx8{dw+G)WUW{c71)&^N1dZKoZA zW3TfTo}~wXvV8M8vm)FJ5y&cr<4+l88n|&(K5;33R$ydo%nmG#xqA8?iHE68#v@=a zUJb;2OH+8c3XiFxpD(1RAdIS+a)T)L9ySiQO6p2d>0Nvn?jUjs= z{5QH9+yX#I`Rq8=)`Px60c@6j<#QQpqP3MYDu#3Xvm#Ud1SIOB@5xn7ckyI^@HDC{ zn7nA!rR*VIJlE)?VWwG5xQ>?GQg&*zVs5)KGvH~OD8V`SltJA_RhhR&|HkC}d;`p^ zkJEw;mx0p*d}k!2Hma4HdwP17$!1C)Qk$EbJN7Sy2eLZCB!u50d1MEjnr_FF*pR=E2j9eWC=;xz13O8JH=I2U^WS z5j6MQk+1l7%wXp^2#p}K3@Y25E~^J)n}FZ(Vkkce69S}p~3Lu{vFU|6-cXE#!_ zKYO%Co@4#jJ!UoTKx^>1xevZtrx+RQHA)x#T~@Or>d1w9@r@l121+I1;OhWoM~8TF znJg^X0jVrbpE6Jk-wQMOf7 z77|#x9E&9YVI>T61Qnc|oEEz~N(DVHGou-9XfUfbNGvvh(hFzp0wXU-6&hl+xyN

ZWL-(j!(sS5TBOCKrSct9n0uYV=YUh!q%ht+PgYzWE4;}Y}let(Xh z31%z~m4-{TnwQE#vjc_PlictrrBX9^>A@(=gy2ocAhPa#2!JzWTWjE&in$x{02$Hk z^S@wrFcE;eTHOAA) zp?q7}*8Wl))R0LCx_b+{Y z$AOElholFd%*EJTTcx9gFoH&0cdNT&(a3$(Xrtb~^et$LM?o<2wLVM?J$?hAU#YgZ zZ)f}gE<7qQ-?%x{aqOLA-}Ie8FvvJB1&Lyo)o6`T*vNk3GsyD^(1)}QqAw+g&58DGq2Vi|1v% z@2-PnaFTI>@4K|y!VBGz7rNW}1c~A2AW~e^hEdFpARmy-TpjO`vj&s~Ko*zp-R~V^ zwU-JF9h)95QO>`D^Ze?sr_VW7(DlCt37!~?_OV4dRqON$I&(KVzeonahPtb-1GxZ< zTMQ?rtq?}uf$aDXxHnTt7=JoWP~bM{UW5N)?d|O)R}z&*wFWlTMMXsyee8=_V71D? z$_lR#BZ^t>%K#@tMVmA7d4F9WZW@qbinc7hj@yDWNsK%-`r<&(nAr8EV|US#wG* zx)7V-03EI2O#gP6E%dd468m>L-?MYq`ITChlyxDE+9{h76+@rrF0mIYXv* zSaNsnU0AiV@1(WsEG$}mxn+4O$*}e&7v%#}M#H8yocIJ0YLZ*I{S>ltRR2KM1*aZl z{$^HikqkDjnYX{eC$g2Mx2LRZbn}lj;nx6fZQZS=k#7 z-M=wR%XOm*Bn}<}Kg*VK-ng6W1`FF(z&4D}j3RLA-pcYExv;qH<pa>{35Kt3E@x z-Bin%M8Ps;h)rbEskG)ObR%y%}7N6O2x|_SLUxdD^NV#QL&#ERUehx( z2ChnN*FTlG*He9Topmvo`{x>o&#K(|eNn34T%L0Ka*jZoY}NE6!^s9Oowm60imHzb zt@iP$Af?4@qIU9^23R2vvtg+}oda)?nbz~ZbnXP*f=RLU6GgjDz?iO|P*umXmjTvu>6_p6@;k z{u>|BA{TvrkoC`-1cpt7<2^`t&d^!NYMw?i*SHyM9hWkx@P zzRtA}y?W4J|6h4mL2pa9M=!?TWFJY^-I>ZxliC=0>)6xNA8_>rO>9YtM7ql;r!`FQ z5-iD6PacIVrWR}_L)+WiLv5O|1(1uXq^eW)kh(}Pm^}!b<+t>{_%KlI^FkROO5MD? zy_aA*m83m5Tl(cf;k0Glrlv8fmhPkmb3_A*cURIInYe63t56Rl23QDIgr3g ztYf;ngQfPCq#96_404Y9?SGGu?v(L906f@Ay1NAEtb-5nv0@)&0?9|y>(7WDA% zST|5c28ji#LR9X!PsRquL6JMZw>uwEdylkxF$aMyqhB!1#epT)8}Yr325A3sUG2gW zVE(Wab`kXJiUp+&kdG*H2eP#j(;N&YTOo3v@b}ryOqSu{;mOHKlcd?A_MV;)R)iiR zr2MQxTnZ=63&02#KBLYF__}Kc9F1Htxbv}Mp>R?$AIL?OZ?3=mSx8#DbGQEcm&0V< zi`Ywog6*n3_Nl3<=K8asOh5gqD#vUs_2;GE50ob3VVj*!;nBIKx40r7OF(ZtHI)mJ zD8*?o^aZ6ssf#1Q04i-02)Tu}(|)!qP7*!&mJzo}LSM``?neji-T?8tE%6n!v@^MH zFR)gl#85vo2*jgeFm3r}OW{E#7ruO5YD=*eR zKf$>e=)Mu?2;P?QtuX5)7zB2;B12E9tRPuFhwWd@%a6^^7qW*jb)O4Ae*EaNlB`>o z7#|)?0s^aqN_n}sxHb^rW7q(><`R}5R5GdPJsVDXmL5jwjX@T##mnh`q*}UiS^|6y zlX2dH1eYJ=xb^97E6FaJcP{JQ38_m3dE2ayg39aOjg~!AiT< z(%Xn_*1aE;dqgx^o&_!GGJ?SA zA*f{zen8uKHg^L&_JUwEo+#Mw)}yVcZQG{i2$vycI13{CMYPrjV14q5i-$rVBOlYw zgxu0r+1{2)yTIvJy$-{#&<4ncnerF3@-ECn6>Sa9%<-wIvjxROj1jifAODK=@xnbn zUm^sw*Cg;6u8U`!1frr#wD$S`zm1;5e?61>JxUEG&8UHz9-_M)_Uer*X_xOl{=Wdl CtTHVC literal 0 HcmV?d00001 diff --git a/output/churn_lesson_L2_U01+.png b/output/churn_lesson_L2_U01+.png new file mode 100644 index 0000000000000000000000000000000000000000..1269832f4c1aa50dbf28863fd2f54d6d4afc5f54 GIT binary patch literal 92196 zcmdqJcT|+;);?@BYGO^IBBE%FgQ!$NK)TV0jtD47Zz8=bLy@k>peNFF5Rfj?q<4@` zG=S8hBV7e%=m{eH*MPCv1!xh(eJjwZ$hi0-@zZk)|XYR6)X*`?R2d4H_7N&-!-$eHZ#8S zv#q`r$=K3@pIeZdpYvxUYwNot5gs1%wKs5ES{d?CrV6LvBH!P=s!H0l>EKWJ-#3O~ z_41p(*|drH+po9o2M>4Jzx35#lKeUoaLC|6z_0tiz4aSuOLn1wNpzoX1Z;e&6s88B-l4~h8G z#AcQ{D9%)2(pzpP`rLjN_}L7%viftuU$MUK@IU|BwCVQvPt04_{@MTKTPe7|zkhPi zKfL+R-#0zrmc6}y?O(6l_x=ClV`}#&%Gnjv)$=|k(@PIq_D1<@Rm_g}99+m0sef|J z<)u4M;rVof>cRd*>zDKM^Z6^w3-*(BS4dM$%7%?^Zo21F9mfj%Nj1Xk?G}0FQXb58 zd-AT27R+=FrHT?^P`7oD=Yg~3$}Ao#OT*$C6^`_d)Xybd&QmL zR$>zpt|x01sCn!@#79Ujm{x-ib@zUKzgIhQ=z55Vz*y1B@-K;XfxkZ57G+2Y-RZoX zPLT+b5o{$)O-{V|@|c5)~hwpWwIZ{owTV&+XNl(-%gvwUcrO<1V)? zyx%JsY@XdINVMvGeuesOCyz$t6k}lC_IMG=+AH%d!t?zR>Q$%r@7S4dv9i3>&i1o3 zjs8*ByU($EL2G%DCTZ9pBV>Mdxp>Q7J&O2DmFqG+EFp&)IN~s3={%%9H>AB1xV*Gr z_}71bJk7&n*)oO0*YB{pgmd3`OU$1dN=TQDz8*ln82;?iUh#89%Tvj;!)M?INA(gN{qP5S=*#pPk@!{>$8Az8)7eFR@HO)|fKQG(oN6~q zul^-5b-eU2t<^BBnkKn2CpOin;GQ2tuMy=bJLb9wqn9CGHR}_$NRX45)03F%^|>B= z{%lW~H|6*5_wkXaRa_NNU%@aZhcM<4?k|2n5hIy z>A9k^rhsM9l5NoR4JD=K!EsoCW?8KU_VWWV3W|!p+1)OpI8o`snXv#eQdSn_ zv|N{_hSMs!bC#ytgFNNJB*fzr(ypDn{_+`D*2iDG#iv!SU2BUOXyHiCCr`C#OYYvi zTe$Cq!bE!5Qi5hP#)4O-4dkQn=j|U07Dn@6e&Bz?qi=hdW*6B*@Beb;sJ)(G$KCgw z*&SA}_^KR+68&|(ginsas=qj98s)20q3bQ~H`T1p1J}-(td~yjv~BO}@s^b3%j4^P zaauu5%(mNkCLycMBtXDaspfo-hZ3#IzAD*#$>R{e6}%J$gAlefYL_u*e(n!`YWy8jvG3DJu8DA}`;`lmG0Gee4GBe*YfFlLSjGlZ8pf;E7+J z&5&UC6?=PoU5@#gZr36in)OgKmu2CcL3|6>>C@#U2epF<0et$`xZi&IPtLMf=>0E$ zTn`n?89z%a5Q8P{SvHzauh}|($hA$NMWbQ1bE2ha+2(ok>!px;rHAa7rdk>b9A|=E zm*==j9Vh#rM|g>xA>t!st1Euevo*?xhlfWHp8fQw-MllZI=I`r)2_QfhVCso`nHtR zACmEmQyY)92TjOn{kxaS3L)lMttY+3Ca%h!|NMI}M9ajQ*u+GcY>Un|r-HeyhDB3}mVFSi zRf{<;&2ii&ixt~Pt?-Fqb$@4C!YYM&&^ zijDu3kXp);SR)EMlG$@kzP2 zgI1EK--LD?=(MWjnsZ$lThX7N9PlhNsCxN)`!Ofpy%MvxEg)p$VA7ZPzYN5L)!-9d zUHQ5NXQJSH4@}0^&ou2i1t10%k*oH69)XB_h)?e-28#~(zMTHo?tJzWy-qaI?(#~W zqF{*KT#Yulc4MIsrnpU$at!c0n9M&PjDeTM%7>fju>H#+E(dzHG&T|fSVNs*fzWc4 z!X%v4GPaNH>T;r2ClpM#nTNV|+$*cj{>fbZk%oYPfc;2jOPkZkbV|jUcs`E;EwNtJh$tx;PrkVCJ7kj;mj5-NN<(%L&;(LWY6m)kt!=H ztl(k>J~D#kRRR3zWk(%*A((zpgJ|}x-F5YXukUuY!bSMuPAA8@C1b)|90VbrUVq7Z z++WjH6$3sktKFg!5@(P*cdk*=kOn-2@Nmj|KK#gVD=B=-JdE9@5g7&&dG$yGcKKX$ zcA+n9X5PHvH0kuzk?d{>9G^Xsi(fJO9n`w7<1!Vm%~e0;GT{@}3)@VN5-RRP*vBqw zCb<0P_G5aFb_;&^>yLe;HshE+5B?e>K?(S}tve_M5W(i!yO;e4_H%vyG}W_XRs58y z0K-sW%9NM*^v7VkE_?IB<+R(l38Z-nGH%dtWLj<8&D-s-j3gKQ$L7QpFEe^ah+UU3 zY+c=+v1_InIF-CDVTtX`7xFs_(4qpOQ9xb9l^9sBIgnTsZr(ggAqjrG{Yb;AoK5)C zgDreI?|vVKkYW#*qCQ40Oo^5ZD;E=&8ml8Uzz`ES4>7IBOO*Pbo!lz@GifO+--UDF z!p6bAb?a6y#7mQDTJvx-3upWgI~g$5rqtLCw&}-gAa=sVm`65(YCKP=j=fb59mxVX5|p~mKB1HduvY33r&A&EMzEOb*Om&d&c z<#V*Ku-$?mU&+u$0VmnRM@S_HlzV-ZwaWL14nNy|^#0Er2`LxdbNc%FaErzd9l2Zl zjVFZyNvqTz^8G#CtK)AXyiCSLOBS601m(aEB@-ZTTE?$@_}oFFR3BUZ`UGx(S})C0 z?RHS>quFBaP?D+bu^P#h#l^`ONzF*->bXJ(T8LfR{9rs!y&8@;8$Ar;MDZ8C>=YwD z(Q`sE4z2xl5eJPrb8~ZtAzrA$wz8_bd@w30$s&}Fx3f56=_(CrYk9UzGV2Y&VW!iL z2E$u@$T0YM(PAGDy$uGy%JzrpS{$`2s)SJCBjG$BdByvvs^dr|2|%R* z06)6eSet2bwK62TgtuRw4m2mK$Hm9fTPZGr7_~wnRVh*O01Bl8Kr@6bBMT#RhJ%A2 zk_yhGJ><~(+S=MddssGeontQktacq|mlkH^E?>T^q-EcSdjT;9b?zt(X!rgdZn)-& zWT9>+epns1l{9UdUikaRSauh--Ya8mpDYlNd~(F<>N3nM8?kVqb4*YxJ&`-N|Fv0a z2@}!4^~z|<`#pysKL=5Y5Pefzm-&ekP020-+OzKtvXo(hR*(}HhzWHt(Y+tAm9(-n zBjh4w*KVGzMBBy8`)XWtXf$uk;%p(*A~c9kw%i4i^%{5o+**CH50_5J!yOTfKR-ek z_R)J7UsA9*QE3kY2CF-)7Zz&;;Jz@)#m{?jB-N`501mToyxM(OkTVRTzIqkrp9u(d zy|FQ&6?m;b^}HLQL0>)fAvT~aPMTJB9$e7um+y*!;g z2dgmeTib?Z%vODV>Pec-CPN~moeMTwV}h-&VJsF9od!rDAtyd{Yx{^%olK~hu;^Gm z>8Q)>XM?hCNK}hdp`vmCzrK*yg+)g)6w=3W)k6s6dUsbL`g%E3WiJnEJDv5{up)NZ z(?SfItReA!g8Y=wDvUAJG`Ya9Maz*(S<^-l_PMKGC0DkYAXaR1aP0udJ-MypSRiC~ zIha~Nq<5Oh>jo&L;WIHYkyF^MtnDm-soWN>ZlI`H=6Tp3QkT$7m!l=Z)nMB;W70}^ z^<@|h2oou#W9~ezbCtM$vWtgcIna__mrS#|9ES2|zqs2^w;HAcI_ZP@;-zI&{di9q z4f7CR-j_%w+DP&&|J#A+pcaF&Kr*`2tK0pzbr84t9Oliug)!IfR z_OwDY#wa4$ETc|pr}gOL!xk?Q%i$1n!)#$uG6xAY3?BrLzEw{?q|{Rwav?TCUh&t1 zQn3OM%QGlTsaVLt6g14fY zFXIL{VqN>Is&SMrpUdJbzIzVC4-`-Zsw$HZVjOieu(Xe~xK0VrN)oIhx2Z*!k*vf1fPGg{H zQozuHGbGtGz%zP)11LN$mu9-dpjhO<%L391g^@^4O}nQK<$$o`XpW(7 zRKxL0k9%R>Rr<#=Ax=s_4ACxxU`+EA>iW=bSrmeo!<>=Uq@-Rwl@C?3ScH`4HS*%v z%CcqrpDs+*_%6NanafZ#(nQAi!{)B{(1p70N2so5 zxVSSoCxu_#c=RBaRub7m8aX)~2BQ3_5CN`{U%YtH3zc{!i~t`+pt7=3K|#R>I1Daa zII>Bg6V(cXxhOJPQ@0GQ?Q|d+^S4rXo z5FUL{=?9Mq2bpK7#+T6!%&W_fLg?*)4GwYB8zHBs?qTzcn^_<4xSQpVmtv*iGMygQ z$4ICaWCZj%bJQS(Q~O!UaQ6j6X%-;i?BG7cMuZ~C3PvAcmZz?|S?XmkiTQpe8i7&I zL4fBbT0!R5gJ^4cWMSA)G6=Ttkg9oRlNH>q(h9Q;mBUPbjbpi$JRJL2Y}#0g++fp+76c=Er;~Y?=aafm^^Om>+6e&XTsCc z=>$b`#R*D(>fE8Ck*xNKGRft$<-=oxP)v(L`ZP%w9?Pf8_Rt|v#W(TNk8Ih#=enX| z)5Wo(_`rQ1GywtAgp+3%EPFpZcejzlxc?74-WLc7RySxCzaP@X^u^>Uh)+U67P-dF z0Ll%@TGTBIN@;EvkHhV#+B7LP0JfYQX%~X8s4|I9^n(@21u5J?N!>g%A?4i;Rl^XQ zi5k(dUI@gdKXPj5xE-*9q94~&1yU8=1)hiaPnIuk5izejq!tYepdG3_%{L?fmsH{9 zW_8Oxcq;WbnFs%hB>Jd{OBlN9>uZiB?}y0MSIRpTd@WZx9qSq51muT8RTXP5PrfF?{#AqZ7Wca;@ky(nHJ0BqlVMh)U4Cs7VHwtrw?U_#z# z?#_(T7;~uL>;c@-y}iQ%ADS3@9cHJPG(sa3mzFy&x-+gRa(1-bXxr9I^b zlr^4f+P1O*pXBInkI)q_bp+@?TzhRJ^Q1GsasN>f4|P8g_Dn=c*7B=gAJwNDQrtxB zEdJ~Th>fKd(p`eBdOnw1yMBp<(Eyg=1z~Q&zeudb9s-;N&f)a{J~qqzaVg#Jte}Pf zQm?}YLfHvSTbNhplr~|ZN&<9>0b98L)gwfz0`YupfzMA|p+eBSN_Ofw-2HNB%pA(N z^!Iy2d;Qcc%D3zldj=38XEY|W;%)h`V*{iU4^~mZeNc+f3MCRVGS0#G=)(4Uj%Zc$ z%(WW(WZ(sW3s|mKF`jFHQez@y%!wUfuXe8~pDSs3S3tL&#`t|xUlI~0BK!<4{DCZk z2?+yqM<~ZM!wMBtszyv?Bms+Ot^1$db{&%t(_R`>#@#d*YWLyzlU@LPrZx##S+?PE zV(Kwrg|cfW1h!9%H=^gYj0$7 z(Gdq&Oiz3_YYZ!@Izcs^Dr#Br;xs8yz75EvxoxKpHemw4pNymwfst7+6A z%Ni(8UtppF%1+u#a(UKi%&|LYsHc2Rrg-Ie8az(^ z_}pS4Kh;An@Z4z(M)5@}L~3huL0TH0Zkd;PgZN^GaFd}=>qv(rD@!3%&FPRw*a9?v zv<8Hjn3N7EkUCy=%#!Io7Z+EE>89xqC%mg*bp{YrUFP}@zfXenX)^Bpofc##EH8;< zpxq=P3Yn#9&5U;P17~Vq*wTDGNRaD$QX5z%bqS?!N z368KHV_=zFda}p->@>uF4n*-13#}9?)QEEAUBIqqW@ch3kT%_BO8er@Qv(~xA7VB) zkY09q!?6XPhlRMyhc{93<9ub|X3K}4b#zdhnwm1_asjm(J4rwxkF-@ajr%FU`?#jN zb;xNOB+CH<8*J08O4l6g^^vPVj-h2-`1l8XfoFMGdnDzJ29D(e5VTFwm7FV=vjWC4 zyC+F4knWiB^V2PN#T_O;02NI+V%Kpm2hjWkq^rIMTlRc_tpDPK*ZE({j*zaqQ!WsR zMC2y1>a2#W>JJe2=am`P6@Nf^;uv;ZCL@kT0T`;TIh{0_11XI{axLlUDfJ98y=`sr zxv^vfN`h;Ac@w=IYL)CVO{d!B&(6aYD=~%;=E7Fy!VnvKhBvZ}Ad^m`<%-+rxlalE zX3>-dtZTxK6Bk^LO^>u^my8ip0dMnTg2~g|3)7<__%}E96GD(Z=RZ9ll*2X&R=3E} zFHC&ZJ_w|CB?cAk#V-ei0sRGedL9)QA<6>>cz?KBsQWsgab1DjwzjsaVBz#s{jrW0 zzP{C&`gW;+-Lq8}rV)$51gb}xn3L3AdLI@_l2Md(U1;y7BEY$*ZRv#z57@L;=`);x zRfU%Ln%WVbJ^Y#eM4yuaE=+3iMs~1AvUA${WrRA z>Re1$qW%*}QNo#nyj~Z*WGzrKQti6fa||N?bikN!Skix6tMhh&$lO7bU=%ex1(WikBUz?^hh<;{ zgO)ppfv$cMtQ{fyrk9Xe&nXR-cg*Ay#pMkvKc@M{j zaK+)OLb8{f(Pp)b^Fl`SFk)3OhpahPkA(C`sj#RjVe$igWJOLF0p4VC=oB8)B?j$d z4$=1gYkC^75hEk@kS_X=a8)5!X;pQ$tQVvTv-BJ!a|?kuhAJDfarKlMsY{ov#PP|Q z${$w#?D(a&j4@D$vW>ess$yT|0<%Wp7yH`TY~2ZSL+x?oZ=Av!d@i5uN2SoA9|2a+c@ESDq|yj8*VC zmnjhz1bRd?WRh;Ef9VU|D~0dl=PlB!1W@{!k)&k615A-_^TjoCxv2BBr@p^d$M{@AOSdr`VOEx7g zu($=4SQpz`3Y+gN0yA~BKCR-@7a&8PL0u!6T(scmK^lfgaxX49By!xe7C`)x zAs?}6ylHG?^m0fSN<~?6@ZERclR^|aUOT#kg1A8_N4~t)QJWbN?jGUZXH4FJsI{x9 z;!BeauqD(P5*$1)*csM-EV`9pB*uem6v&#j*qa~l+p9P!U?xO^`7jjiO{1*Vi)m_=3ab&KD zSj42JD$bD`fe$FJtu z`9%L(1WfE4O40@(R_dx!t9HQ!Bx&UG$cPh-Z9G9I?S)F#)Ycq#N7Nrh_YidV|BT=k z;Cpf(ATSwNkyv>qKt(;`;E7Dx984EE^6U%MVJHD~b*Jh;jZe@_)-(h4rxoN*tQ`qN z3`YzN;m9$VLBX#3Jyn4M9Pj{FP?YDaorfhQr~7Fb0>qsKb0>+%dyj?wctQ&Fnko&l zEg)T`_=r(pJ*ufTAUOhoWsWQwlI2LP(Vs{z9!IE5?uEj-1~jWado4iLqu0o{6cuf* z22H^vOifhs$nlAue+%U=SEC3f^*un1Ez-kQg2y_bra_g^^P5y*3??W-@f%cqU{W`G zer)m6b|{Q33v5uFJ$LS$9{f>_oU=)o`xkh8S-u5PDo_SNvx#% zD6I#jdmUivFSInWp@f0XyqV2gk0ODnnr@(9 z{NNjUh^W)-*I`&*o}YtIt`h3BR!G10khD1+m>y>Y!AF3swTGxc0-o-i5__;etn;(P zv^JA?fvi(nKOxL0rD2WX|ItPr%qu~#hI&z7CojTYtwv=7Nt4#wk9J#uIAw_D3AphF zl{qWW_G$pnN>XgXAaImAW*x1$4J@ zFVH&~My>^~j^6+D5UMlVq#mStbpLA$SN#ARcL~I?-H1BrAXL#_J=#+NI5q^P4&5aT zCJ$&_y)srivuWX@pigCiufPdX3PtL$`3sk&d8`@nZ7fA{4pW1^mQX2r(m+4lqYAN& z4t5%T>;adRBR!6858U{4kZ|+?@=-t;dkO2F z7qv4`bR-ExB!`_~Uu#5$={U{-t>`-jimj(kJ1XaBaG}}PfIa4L*vweBYw9Quv7)k) z4n%)uYTUpPw~IRA@0&wzg7Jk84igcqHc;9}R5JH@uj@-JEYRI?QYP>P=FOZ>|Jlhh z_9vq@2>TOYcpxHv6cVz!T^52}<_B8AoWghS%U?)%cpgZ5vWHcqdkm5FgPN7r2J(&e{K`>a3LF4dvI=%*!nPhlA>F*I5(fh7^YY>8yppCRpsCWJ zs1n*{G!3Hy{AjlQ2+$_y0R}1KZ*ck&YXXEx1~{&mK`ax@vax_cf^JG}X@05_ts%g; zQbCcdfO7sNW1OMNN`r@}&O9)Mlr*d@9!T_ZjxQB{^T7es2 z#A+l5jTDC;xx@SV9&SJS63sAJoMK2YSa1RKK(0#af+WXbfU~!}FxH(w?g2jNTsKoU zsV#{;{gPv%YVdJ{M`v-O569m+3gr_$@xLNM;9KzwAD(kd4g&x!25~=8gy8&MyaZxhI`Va>ab#!hJ!kK8eVk~!g*+znCq7U@K8i+UTvw4En{k0kpVd&yB zuzKWr=xjGnr-2Kq6;>YU{ca&W03Ss1;NW1eJvBfT^}dBE|HwysCC)?bD-4_yKQQn3 zT6JMI^$px2#yyx)+a%N7N6zzNMks_eW;oejm#CD99tm{HWe+*RD%_+Z|F?Wm9Nheu zdnLeL5)7hH;W8}ukF)t%S%SC;kUS-%bJT?ZoJ77^u^h&Uha$0H_IUSUKL`f-@NX`v z;JI_X$kc;YfI>V}IbZAH8H2!yWDwc{Vb>1%Ce)V85mI_UrMR8d`Uc|kBc!Uc0AQV2 z+V@gmt0iUY z*!XWfLtu{)2b?^wL30Hfy1F*}QaVhqAyQZ4f9)foa1lfT@qmgB8RT6M0dd9Uzz$2y z0U+f=z{(w7?6h^dLK1SGpJW7ZFxu1(Yas{Ysd!JFpM7y2aC}q|1XvkbvbOgH`4!oV^3^HoNo(2+ zkt|0uQr6NBOg8}}SwI~*3_B?Yo`MnhQHlV#IX^uT1S^Suq*MuC?2p0@`q}$C$Ne7994Nc!lMQk-+eH^B zsA-^Anq>}-BI^J-jT>kez_G^DIZIIIX8$$~H=s;|82$keje@pz7^r7C(wPxFz~4R5 z2kpHEoS%VE8cCwz4r4A}#55sQ3T;#jniTF=q&pKz#CTMXgjW{nB*+E&K)j<1?$e)- z=;*`1MdrUGjG$6eJ6z}9N;fKZoBZCQLnPH?02L)zHU(!JGa%yi;lk+Y07q2J<=Ytv z37nup+e5{b{^z#Cy?b3}FBQ%djAg#9!EJ_xa{2JjgBUeI$QQ!8y(buroTzdlQ^j5D zh;~*IWJ|Osnu|3fx4@j9i#ZQQGAvdlAP^7X zl%f)V4jj}N&~e02>(N^SRv`*{d-y40{AkNT{{upU^5K-W;GPmib`YT$Ng7|=w&%#p z$B!SQ-P1F?8!4=Vn$|aa7J+KZPR*qPNbfX>s%}P`l`zETbeI)H?%);$0?h#G(Hhvo zhrOo&tI>iNhxVQ?4S#eP)Q+fj%QTS>>;;&HTVcae z9co~Rn^peE`iM?Mq_ZB*d_{&15WGHF59kH1i*Y!cXbvKzZ}|$;r^Y8!TsE~+bA~DS z7tLBIWc&f03xGG~0@~;dKEFmEA3F5FY{AGkS0v}_oLUx8;YRd;_A)e_VlYE!iOfr> zF!IMMOWiB0hD=d2bUzw`>J?_$PH#qG(;kQ?h7bxHkOIsZQeSLj$!aUDVXn%gQ3(}>u1B@4=jgr0en!;p+puz*QSD&Rwz;!m|yVO^C51b z{tBWq(RBEEHp*p_>h3fEg%Du(B_R?)!@(&el_I7gtUq?tq_^ecanuZ(e4IFFQTxA zu0X6xCX~bT`=BcsZMP)!i*1*j{WYk|6b(6`f%Hmi&ϔLI`*8CqQqQht^NQ%Y#} zz-5OfP39{{E2HK<<%{Q3BUh! zv}{P=mObZx#+t|dZUaUOT)_b9^>d+;{L&$(%xoU7^Zs$4q2z+9moW9^5m>PUP`><9 zmt_2VPxM0x`jy5Er!^cEzhc(p8c=kX@LO%fdIk7|-`YF#seHb1dgER?LVJh;! zxT2y83nh@nR069A6a6p?3tD;mFy?MMZ1xOfuZY%JG|wVZ2YKJfHvjFrejr@xsm1-E z%7nslwoW<#0v&S9V0?h|p8wmsx8~z$TY+3teGt@ar84z+UXe23gBZLc#0Tj+@toUy zPRd*Zt$=oT|H!E`42xwg(<;$Y`3fvVOunbuO*;WR$R3V+y@Yl!2-`$5xLKo`KApwE z+!XSp_!Q$W_8yZTaX$to$o`Y-Eyt7H1V`WW}GP>3UDq(3^g_%r(c zfDiFB=#i6LvWDM!qq6kK77OpyAM4ATBc!jwyca**LPw<z{GQ&%o|R zII96%5mt?SW*<`+t_yN6RLB%q;mD6jDw^)llewYUhD0>FLxGC6a-EbXj z_F%QKK{F7D4mOiaNWLYbLQ*+D0%zX<{%)|1xEhOP0Tk8))(QJQh~>j~k{hCB(DwIu4=Yx6Q4v`? z|GCB{P96L%vfk|1&m)B}<+hjlr>7Ms1bu8EthT&c1+X@9j1p{e-&MCD9UBw8t{Ks zqI!~P?P4nPTr~+g#JuG7nZFS8%m2G2r`%k3SVhTmHu9uhzR2lgGD+3fn)F-suO{zO zOUjSPUcV3PUpGgve&R`%t!VZ3B5Gc0NbQ!CJj-t0#3Q^*xkJfICk4F|0A; zJMfZfUb32w(B=E$6X?~-y!HsS`rmtS>%dpWLW`JJ?&H>`D{Iresm-Uj|EKA?-nPpu z$oH=PsN8_H{Sj`?{oI~^eh2aUTPgn(&Bv41jKil=>o2C!pJ_?kURrzof$_oce7i#2g`RTBqT z-*T+I?^V3KPR65MTB(ldEtPiuo$JHHwD)1%p89n4a8>pBaseCG>_h7xlHSKW@-v&; z#kk5Kmqj0gX1h-oYcD=Xx_&!ji=y%iL5VQV4O7T@5{CPYz1vMLM%Mx3{SQhmG2VM_ zX*Qni)+h ztG`yc{;ibg4I8*d`Tw}anIv8j;{UjWV&A{s7zST97{w<3&-ZLf`Sv>x+gF3H{U&`f zBiARAX&;PKBPXw#LfHJ{$9p<5BJ({jxU=cuY6JoDZCRLpSkgG0Uc z&M0=2q5m5Fr66~p{T)RJcN^D&iXgT679m1|!Nzzyk}SPl$`v$OEPl#S1HmMWW(xGj zGJ1gk?;oalvWg0#dlX@tzNbL*2jDqgAOZk2yBbx@lB}Y*r&LK7^NsTnUb#(58h;;H2D8`+_zkTM&8EsM?!(N`NJ8@=bT4$x)Ps~#+JiDK);Z_ATEHC* zE`+O~!;wIhKUZ`3{N3BYiM&P0UkE_)opwXT%L?lArv+AX`|6cPlHmcA0ksgyAtbAL zcpj6Kz>y`3(X03a#O$rm0tPIVP*66A4Qxc@ElaW}T75Fv7u?o68*kt1PkUI0%~43V zaThI4ApG+zdjfO=5UbdFcAX6H=rEBCR;p|j-4L5*5YmZSU|xXB4L*%l=Uw&Ut=^W( zu3WR*8Q@b!t&k5ILr`1+{OjU_JPH!>K-uIWGeIOHEkVTI9VSyq8~W%kgke6|E)nkz zD?BiE!-A|`t`Kq9;@*HY1e%ty zob7lWU|a-|Da6taSwl3;$b#_!{nUsh866`)R+s|L@gYD~v9t*}#BUJ!`t>htZ042C zdjKyq^^neZqkW)t{D31kX!(iq3i4fdj;t*;6+zCV!Pmrtdptsc6#~0h_2q+_FVM*b z9OeWfiV5VFkxKzuA_&U>BF+($X=789J~V?td0Y$2E%|Bm&x0=l=Syr^*RFlLwMk#S zz6cz>L^ApSTgQPZ2QKp@F%%MM0_+|l84!442@7hcfG)ssGsKzYtmH2g^^m=K|Avm) zHf{gi9yP|tC85iQNf#%HjIsh|YlMKv(?D}hHMJ9XIU*U&K&d0?fR=j$Y}`jg*6ye{ zEgrT2*h1O~<)~;jHVJG!+YRIrLV1K7s4t>r9h~lHfx}`Jx)xk!b&vbY}eeE`w!ITA*|A2E!v*uVq>p?oegGEDx&hHuI!g2*reQ3Rd(XevhM7`75Xf7ZU% zJMLT)&=y8}p&)AzyWpEPN44M(fSW zM%r#bB|P@(`is%41703jNv-3DGN#05mmADqilrxQv0I03h!WuydwAuX!iGTe%K3W_ z+s#b}qC6?=I~g^~>Xk+yiSFxH>>w9PZAeqA@BUYk@+mfAugzyG*nr(HEd0bg@@<^E zdVT!HQRRPFC;LkI-tCOlww=H4SbO!p6#kD)%lQ6N7DUO*8^1mTZ?=SMfZdpg8p7&N z2IIoHuVdMk^fu;p+mpO)-{0~V>U?aR&LXegQu{D(ef#IK;N84^XGFeUw{ZZk;O*#V zU%a+MCYim-NP5H99K%oCICaicTGBrHUylpvpYXK3{$Jxqyq)3mCdnxGfRBO6#+${f zyjGQ-XF0Im)&5{w0YKyJEUn921MO-$lMoFkpu%+xe*~I@j%~Z>=0ahXOeUlM6HSQq zz@trf@clCin^Iolx*no&(17*P=)?>m}dYJCaz_{w3e`W2)Zx2MiGh(lce*>Y!?F}#F zcy9x2LVobg7BT_t#t^X*P#nX4H7smw+t=}9iuFw$7-+4(iu>_C4Vo@L*>#8vF-rox z81_hRfUf;ob9%jA;&cXB_Qw~%P)sRoOW3sm0lgQ}iIaOOq$nB)Uk)gEf&|AoA+fe% z9z=P=O24V0V_mUXiMarH<1{dOMn>vQv*10Jf|yDO0P7^&M3Mg2Pk(|sGm@>d{*bXZ zSEm?Ouj!ydckMH>;J0FB9*2BrVXhL$`t+otl84luF>w5nxTk=E*OI{Oygz{d`AlZHNb4n>^Bwb7L~5YsitI2uHDrp z(h1%+;tSvX@~w%nTbFtRHk8sA7GOR77U!;3D;KKT@=$bbBsSZy}lH-EtPy1dSY zkj4(Tb`^rp$jg6+Q|~mdu1zuy2Vh-fJmVU;;w0}Qsul9W`(%qj)L_~$U!?LjF6AyQ z^>s$T?;>7G5ux+WI`Z=WtwuWfuaBtJ+x@}-;cCUj{r{CSL2fTH>A3Jh-PuFqL>Wi3 zAJ?8+Wd{V3Uz%XMvA1xlNYBIVH2%UVaz*p~@L0U= zwBrR#`lf5|E0)JN8w;sUR;}1?@{u10Wk#|+uVlRbqSZw65}#4d#O2QQ_@45jJ|=%( zY?4tIxe$67-QHJMOnhUo`L!M%^@pw zFWL-}TU5d|HoOn!`8vc6_VV7qtq|NyCK3#iV>my}t=;8?76Lx(3*X563|JY5x=x>QYuh9;-cTUH!-?v8?u?Mt6 zg<%IU2y7@>TLFj8Rp&gT_Q7v55vI7{@rGTKlE5IwxPeMS$&MB)b% zWjk7HDl?25tU!k4d|sgFe=svLS#{EHazmUb<~zj9ir%nZF!x^lpLI^&TAjm|mObc} z#M`!?nTsPg{$H0k$Q%N(6RT9D(&j)U2qoBqFN910OQFSC*A3+jTUrqY?>1)U5We&z zRo+Sdf}o4ZJAV>crw($X^|^T+z&vdTePgXK^a^Ssc}okRviT4oRGOYG0#yqO2N=AZ z-=>u{>l(=}*AA=KA5=a#qD0;`*qLawd&4<1D$T&2ZS%_jvO4O8V|%c}Vq$hz1+r_<%T_~QY%`Ymh5|T*&!npCG{@;GdT@(m zVAHHq$x*ferS3_Gs=rPj63sIIa|6NElff4AHpMS?M+8sNq7|cK5LRV1i)ljL{d~Y7 z3u7??=gw7;^2HTxO zp&W#+<}dlkF+dL>2o5%WA0&JrQJp?6W^B;uMDq^hiyxo6rl`MR?Oounybd<+YF?m(t&*~-|st_ zVQc|nxfRqy+*Hzy`7L`0w4Dz*KVjWpTdVI3g=n5({A|Md{4B4{%Q%y5L( z0h!M=rv>O15YBs}{U$jSDK#rfe*Td+&KX*HZVbtszzF^xSJ|$mGa2!EN5oRR!FDO> z9d47HYPxY7gapn8$PeKdKWO`ySv4UU4HR(=_)x}PpuWcuZ^xA`Q?Xo zarPOJVbY)0hf+ll$_e=bY6AnaL`3h;j9j_pR`+E`)P~zAPLlzAV8S$O7Im?|H*o%X zP!rtn1x0$Xk)plAr&|oK*y?lnnZx7X0tie@{1%@^`Ne@Wr&V6!0-q$I!uL^>#D6uj%d7G`oKjG%a+ z+S1(Ad}Mv^=s&`Nz#^c^?|_tKVEuk()*DTUCHF5IAJ@NZXLrqW<6?`)p#{2j!bk0U zM=#hpWS6Kx_#D_n(z7<^(3D~PYMA>9Ig6-}#Ww~Aq|~7+5JFe%wSnG1KgA8(SO3xw z@sfx}@@rVchRyiAU~C-!_+~C6QZDVo0V&js@xT^@Ardn=6n!v+R6}FP3vm5oPZ%<_ zXe|P6$Mj*#`kwPU0uU??761b)Udpu#Vr34wsU9}o5On5oRx??G7)Mozvev?uc%(Um z2j4{S!8r`rbq|Lg{NF0e51SJ=z%$jqr;ZSCOCfBu)8H6K61SS#Ri%Vr>Dw8ntVL|T z;qbuDRbdE{{BUsslA21|&Ql3sZuMlGKq9sL&NGlNE z?fL81u04B;dE~D+j%$3Rw&7R(FJLN<$pk>!j*83ae)lD7T7l_jUJ=miU=U)WqfcV> zh7B0OV9~?FO0X*YrxzO=?O__Mf9-;U_x}E={RXf9bW51e)6Ef387@#x@Tw_lwaq$# zHU#G_!4YB<XeC(yZG*8?4db zAU*FJmsdTt821#G%w?_-8oJxjslaffG&ME?oB4X&28eDty6VyN0jRnyU+|y1+?3J_ zG3-u3;8qEBOQPiM&;wFIHDS4%APvH?7C97WZtP?`p2>y znL1dd)u!uGigZ^;!(;2WUy2QZ5wdry!}0W+_Br@7Zy*5)2}H{1Sw)zJ<^U&X&WEN6 zX>|5lk9CQIokk1IBU{z5Rdw}8Wdb%_DzYf-OW9FQ=FXQ&uR|zPs*YfDzIhu8_ia+p zX&rKGss9R>mnBrmJ2TdmuiEj9$T65}HKp%ZMKc9$cFU03+Q=@yZdoq~FSHzoI!Iur z$8t8?(woyVO_v?*c!)C=q#`%P%LlH-G&jZ+hQqN#>+vE9mi4}PZp$4`vdfmz^WM=J ziLB1``R|M_k&WZltEXZ$os(0sWg!qwhJzQ)D+`XEc7*V6LbAHv4*F0J-glecQE*B&Yp zIL3@xGcqvO1BJ9#To3DB*ADz=n-uT@4Zm;(5^Q#tgCJTC6+DyC`g6b1g)DMMJnw+K znvsL}gpX>#&Gr{vX42C0g8(6Nx8^RhCd-=q$P^Nhq+>g^E*iX|{)){=r;or%ZZcr zBVI2k!7oUq31N7K4(e&tTq&EIZy1HIN760vG4Ha)()ATk^Q&8(?BM4o$7T_CH<#&+43z@oZQu zvSoAPy5MKM3qtiExVFmCW!$x-9N_%w2Kl*VL16Ag#r2^g9i`DuaRvbh2N*;}M;jy! zabA<22Z@#znK<9q5Ku>6qZhWStxr!sv%^!ni|Cw!-8%u^IKz&xu@7h5o?c(9nl^qZ zz?CUJPatjs*w$TGiH)iFR=DGiLA9nnV31=P8@aw}*&eOuaJ8TE5tDQ<=t`Wk( zUu#Og6a?Z8=$m~SEpfogmiQdx;}x-0Gf!_(Fy!i3S1&G<0UPrB{L~P(+M|P_;EX}` z3!X+wMMA~$=^zQ{rS+SH$HuNiB^4dFoTSV*2c!&}1bTfARa1gaZXmp+55O$F0qTenPD_OTD&ER6Z1nF0-T zG!e$k7&Z&&DQUjnJfb_Ck;_yT&8=t3us<_)`77NQP~IA8Vg`sfwsdOckTBPi?kSy~ z@qhwl>26KAs=jWuD48K3U*rt3qqGaJ3}_f+Po{3*z*8C(fQF4vGO~Byb}Lhy)}F3@ zoXst|#m7`lX;+AU^BE7>pv>DFVT>2>XXR68ELC@-4+4^ds&C!togZag%s386#cULQ zqw8Bx&H~H!$_Z@=+sEXZ+>aL#*Xppz%2d3Vb|m&>tE&t6rWx z;dW6WY#Ps_*{MBy5y=*49u>pWC_n}C2cgXXtdhdefG29U($wb;Fv<8Rb4c4B_>v8x zIeZC-=HRH4q{8u>_S^Oz4MvMUx;f+N|2t0S&k&*0T&E+`@*`DiNl}Atdp%^eJ{22P z?ugjQvVr;#QSvt@YJ}tUCPgLRbEI0%P zo9!XaY41wKtHU2T&pb7^niY zB7xCasOGS^gEcu4U=mmJDJavC)`Jbj9U$Xc0ci>CH)=- z(;Pd2L@8?OL31XeVQ5s!svi4XdN3v?$#+Ls`EYH&48^NvuVDY#ZkrwH2InM>N!mLE z&3v7Hqnda$j4#6WA*0cAbryMD&8yFFd%zfnfS+`=T@nvt5NK98L7V_iLLYqZRd~7* zp2Y`32C;s&TMqg?Uead2oO5W)=dkw*ZOghA2DiSBf~sl&0T0EAAHqEc>lWJ9 zjBOShuvuygLAR|m8GXfErPSYru=z6q_)sDl8Zk3o zDnru(5EpuIXsnutXhCM)lUC`mcJjE8tx0XtvfPuUl&-L3JRKk)4ZNX8JoQb&l|z>GO#Bf_IOI` zM@EY*YTrmj8bW^`9<(M8XDLlgME`(3^$-G@!2LQ(CG|m&NUOWnN%vP~?~5qURE^E$ zMEe;v#i%|FVCtnyL2cy+m6F+xC#v#-n0_Too)KdP*e9V7cj6_jq?de;@t)ZTYIZ)X)BjCz4)A)=8IS1! z;k+NrfzxZ_+(>z;edob_;^`L5xcA-a^la4^gg01~Zx0;j&GmT0&13FV`09YvLYBOa z^nnNBH_w&8ZJ;f_x zbDYCN$#(UO=+)8jliD0n`QJEjLUn=`EdyUv70au}z42L2FrEdNqyRdUQs>TPsKK|u z3X9!1y^TLGYf7Q+qzx|sfgh0-K5o;!qQq>DB3z06`drWm_*|UuToU#Y59_`RzJ`!7 zcXS03@)2h9OX?dC7m0CEW#$ky1tCgK51SGY>al0wwMydg)4R+<)fZ+>~R{aLPk!g}bi z27@Dv&IC2v!KAu_<9Dx+HYh$zDw;VwPL^9MZcxl(e}?PMT7M)>U)6+=+4DP zmIf2W4Gdw_L!5~W@Y=mT6G2bl6-kVJXVe`E!=C5MBp-YzM9_N!hN!u8+xn1vho8$t zRc=lV2WUbur=ac^cfS;~!CX=-|0}*tbN_U3J#|M!RCOtsEaWyE^8X;}Kk%)Qal0SZ zfpMm~blxTR-J6XBoDG;+k5{YJQ`mUbG&D1wMap?o4@kLhiBK?QX|sE@Hg&~!VDNSs zOS{$GYcPS{*io&(wEBzb_crG8ffMkS*fW-KOd|RQn(-tkz^6x4+wSD2<)6OruPw42 zmep08l0^;=FRnOvG(%PQaRaV_e@zw)>aNpZZ?U&{SQkr&0Z3q5(r8}0p-mzO@ghKt zaINl;jI{H-aT~ek1Ndm>J3VkV%%a{I*~5FoS?$(~L{4s);b%}A2PAHnDyxopXXKrB zv4uzx0HbL(b5P^qrLPT)c@CC*6n8=X}IQA z7upF6m-PL{4e5>(0vl3IJ*+Ch^e8i{P(f1b5a55oogU3QHn0=*kkt;!Yv`OKMpu~~ zojoF&m^E&1V^7TW&s@BJOE8|dt#*TjuHOl77M5^(r`2)pvQ8rQaa4vsMyV=IYMq0&GDB1MW_ zLi0RH^K@iaDn$-)Qerotq_mqyG-@V9G*2pJNZQS$L8bcEo%cP8_xJnGA3neLv-f_U z`?;U%zOHqxwJs+Cu{~kh^;a8Rr)}_Xm=)?jRSVp%&KjzxT5r?c8mHu0`9Pf_Xh#i; z-9~(6zW=8<8;|5=E^fu1`o{G_ZOVf1UQp;ET5{hIwwt!gWqRkDK? z%Z!~sbHa1J@qQu0|MDz`zyI6L{^*iB>ZKf($d9OP7wzIH6IyNnVlPcL{&$Igt5}1h z!vsf%>PKZ`nt|)8^o06plxj(7vL1tavl-Z~V=u9%Pbj)hJ9(Jj@aVUyw<#G{#EB2a z+23eZ@z~4nqcMHssmPJrQ?I1G;GiEGvkycgf+3($hVObXJ#?Tgf^TXLe$)SaasXC~D&G|Wia10hGT42L_k zgZAC2fGrkbj7=|)4%@fn73Z8q$!msw@k>;3HOFi&uxVIG^!-02@bwQFs}m4kyXY%3 z8N#-0J|Fq9CDR9~Xl#}!wsUTqhEN~Aj+Y1Q*7uM9A>Mx|A?shB>_rYmWFQ~OppheI zMyq+AgL$0#d}GK5WL9O6G6Td3o1<9SWGIJiU#Id|P zb&p958xH+5pHdHGeyrV}9`$czJzJK9V!jwwB|M;-PwsA)`ia`j5mH@3T-^0`hjjm@ zjsyxolYVPgh8jhXZ)FuDkxxwWyIcJCZ7(T~^pQA<(2sw5`%v&H>VZ(=gbMkY-Q;4Y ztMT55VkFtJ1#HICp}kUa`r|6Iy*b~9cpDMBo+^0TOc5wxfqWHi(5WX{2J9lYW3xqK@L_oQ{zU63HvoUBKghmw{}d%epNZ9591YDmRGrn~@eA?ZD_ zOa~K12vSL+$_5q-|GBbmlKOP$*5uBAgF@l!bi#zlrWw(& zK(H{GsP2A+6yJde{ZM3p>D?Cwfi7bH1}gjHe`(*1xG7gIlbCvQSJeZfi4}Raa^`L; z-5sLqCDQ7D9JObkgyV7Q63IF7C?tLFFA#T4`8s0J=+HIQB^<|mneS!k%`-O~AYDRL zt?H5nSGq+Hz6_=ICw5SyH&UM}*)MbpT1gkz)ZQA!`(?>fq54!viAxfB*#bM7GKY`7 z;`{few(MG^=~#Ju4U5l4DrQdH2g1<~iz`C4Cwl$w9EoFgfEkH%J>e>M*a}Jb%lkd+ zTr$C9aQ2_RQuGS6j~>BR8LaX}$yD<6z|C8(&1ucvOadnUAI`|;~M&)?>=?X>%} zi8%Rv)LoEno*7-pRGS`pYl5B^GVxUUVY)#oI?|v)#j_30CaCneiGdRoVXd#h*xp4Y z&ccp0PEEClPC>Prx`HV$gI^!Bd2%~yN|6sk636^5QvCjOJX9)tls4^f1huCfI$J9z zn~yJVPBkLIHXxc7VzdvepKx5rgd2jYv=V0^5vb`62#bpNHgxo4<`8!pa8sX8jP-=< z6KJhX_wUC}GQ~yT?$ZfuPWvIRA(dsa$S9GM6DzCKN_h@bLQlndPx+BUK=BMh`;&0L zkSLRScYZ}bAikYMKTJ#pSl~bb1HUumAre_Kk<=AB-)Dk}Kc&beoGI+G5}kh*9&zj8 zYC!L^8X)jUa(!wppTmqJR2LzWxPcHq`6-JO;sHsv&c|SDg7r=b*$whs#mkb=eDA)*>B{=zQSgdP9zr))=m2JbZAuNKDD@Gry-yB^%Sdg zYnnuo=4-mgbn*nvN?%fBG)mZ=&v3NrdgJZ_4Duna469qONS5Ji!-xYovGAZr(mDqQ z_;PRbKj%9B?QJO8rim5yG6cGkNQ#+$EK1?64%kRgIKrMX*oC`=yLK} zCN=YS(5_3QXd)ZYnUTquk@^L2=5{xI9i5=j`|INR>bTifv``yfQb+oO3~j!+mg-h* zPpg;s_q4{Fetbfe>0Q^@Gr7&Qt)W)VTxjy9&#TT41AVo5rR~Gr8WyLgr@u72Pze#& zso6h!+e)59#pjMB878|?vjbOs+?Eq{Tdw^`hEgQ$tfGZFgaf+H-f zKRv}=kWiPSkA&q@oaEbLW-;8|f&?o@kWX}R&~K(st2QgN1+^6Z`kknTh;a-7iiu7H zyQT!~m@wk+2;lexku<))1ri`X(MA%rB*8KfceQTm>Y1r$&i4rtsu&4u4i1xc)Ns#s z?n?XPNBhO-Cb>!~@r^+jfryAouMlf5BF85-Tf}x=3B!|pUoUiL`}P8tvggP957>wOdmgi>Ewf*+hLbZ13Vu*B zJ0NGR0RR($4X-G4T@gVpc-0oIaA12(0J-&iF}EVXb<#(h-W3YlKlK|u1h-0NF_?Gl zoG9WfviE|nL^zh_->vzPtxQGHM=9lImo{zOXa${XHt^#?n0r`YnZQ+?h{EX?mzAXj zhsjI9At8>yPnqcVGZXF)>5e&3#$Av2FN}ZP+{nGBcX>Zb%hotCJfl* zY?A`L0rt7h7p>P`2r8$h7Eh8EjtmiDnasMFT20=(dr!bbGK7k8p1`x z1S?8>YxP^W%c_h6rX{gc*F9SkPaE$2(a^ta4TY-*WZUOkJjQHY@(l8z8^UM`Rd@Hi z+pe8_#C}5(VCW!1xF!1dt}vWSa~rlR4c(>bHq>1Sr;G%m$Ga8vFe1DpX;VS0#mU#! z3YRqkX%DJn#YJ@5r}w|6ZcV0be!CgGbgMwRNQTNIQ@8!MEN&Z*9~$on3|86?8B|v-oB$H98@N)@E=pXua3K#BmfgXk z=2tMgN$reQS}g*0!lOs~lC_<|{GQFL3W;1$tj{f_~ zPyLom!J@8%uGGeK>+6%Bv50qY#_0lny`Ev)6bK8?hUXT(Qg>S|oXiVzx6ndmJw6tR3g`h@!q>#iJ z@<~bQfByU#{bm8jhkvYQ;vB1hmV#+`21jToUWs%Mgpmt5yAPHqIdpp6?6BR(aFWeF zp^@$2e@nk{)1DGZ`t4t~s(QVdpL5ZDKj~kltP68OKpy2SK`;swzY7@+wPoBw(T%bDZLZ zX$G#7*7=Y%cA@KCLw*_Zmi>5`f!JI~1Y%+M_gBzG_YWI)4!-D+Dk#3kD)|HR_`bH3 z^Wq{9sfBeSYhEa6M)6uDq_>&6O-a?u*n+%s$Zbq1f})j}eJ}`(4gb!a+KNG2Dqr0* z5qIu={a29J{7YmLnn`Q?z(J?JS@KxdX=;5a&iYXZh{h*jUe0neny*^S5!1C0pp+W3 z9TU7SUrs;%d^xp>yb8g=?9?ha;%%UkPYfd7d!>r)m(dG&cSf%-`sX)lwmRM@Jacw& zs{kC};m4N06JMyY5MtCay1 zrX7fxHGAiAMqXI7+6rFj@3t&4UbUL->(`pCKR=V-1rj}#sgl^bj@Szw@Oiyn-xUb@ zc6~t|Hew`_Dnle$UZ?kjVYo!!K{`BG<~(`)m|Tp*j2IsNkD>dx!bkR@EcZxQbKT>-QJSdKZ)C?2Mah79^+}jcDWxV()9yKUosFJGw%Y@I;G5 zM(_PO^~nGIW2v`saCE~Px$Y&HEcqw3@vgC~wC3_XY>N#-zt&_r;~!O5KZ zAWfeq)hlwW!sLYV!{+^6%|1VB+^PS+(R%i)o|Rr+bDLr96rYsT)2CALdrb4y=Kclo z*1tx2vGubVmsbf^Ar*-Mr+mPfk9pRZ;+^Rep7QI7C-!z010HX+@1I=er4p|wY0baO z9#5-3zh6Ni$5Bt^%%&t9TL(ZCkwkh;L!v$8Ol9IV(rK3%yZ3`lH}#Q<+rP6>$Z(-S zkd`-#imJW{671@8sQBZvve)F+Ut;TxxrdAf&^@c5^D3@fy*egPK$BloG_^o+-|ELZ z*Gv=ckuNWlX=nD$!T~>s5UYZ>QhDFLb7T}@C;S|{`tDcA-D7=m&~;iqH+4xY2ge(Y zX|?g{qh-$d3|_?`3ldV0v5Uh9X=2NQ=9Tt6BAvf3XpOLEB}83splnHzccN@QkJ5BpAsNQaXr|DK47jC>~YJq8WJWa$9e)Q}~wxw%oF zZ(iz-P24|}|5IN;VLoD~C@CsdWG?j;@N`mamgFj3prhaj5 zw8vtf3`xk0iDj<9#*Ol%f}p`&bO1X(Vn>W4kJPl9`}=1ieqTljjD*LaJf=nZ@L0Zk zbb-uS8_Qfzqvo3OxHF0a>dl8tezaevKDIvK_Z9fq&XXUR*#1|`+pAGdrXa3Q2rUS` zba~;#eDMm?nE~VM@8&Xp$n$o<*D49cOmgThXDj^JxIU}ovVtQ zsGx{dYJ-?*Nx;?iT!R$2NeMx2q)mq3jb?45t^Q@fGcL`QZ!Zr^f%|2C^OtB#uiX>C zq*UQm$S&oYM#!r3)i3_FfYrxq;^xdV`s~Dt%0ea_xFc||Wa_4DRZ>O7q#IMR(Wp12 z$iM0&=I^EyFF0^Df7FB9*hl=1j}Oa};^MAL+*c}K*|9WZcwNc+P|vVs|KnC{c~Dvk z>BqzNMnG5?`F6*Vq6~Xk*}sXk_SJS+E{MC2(lAg|m3@~}BAgCZ+P36slUz4wi}vyi zb}xSGit_tLD%iStY|RyVp3dOC8^E4y%*{O4wi%txF};7 z3~F+WcLGy+u$J{e#ZJFsM%#<)0?3NMrS_jZb@=cV7%#Hd*4JB)^tTx&m~QsYoGbs! z`*>D#{VWDlL6WULqG@KO?4jtl>!evIYYk7r!|V<&5?OSC)ydv3<KacT4AhL1%wzvK`9CwSeJ5!7Joodz^(#(gU#Qd_F-hCaRl_ zT8SOyMZIbr6IWN)kdv$zWkImv-?D{8S4md+^#2S+x9?)sG_w6JY;(Jl-!NO-_T)59=jz*D{fg;t8)-7%%oA=c|UTZ4%FO zF{N=NQ5t*qdSWQ;ipgM5D^U)0!29W%F~!Qxt`68?0$e<_$T*Tm8ZXGHLGp80&PBnX z{dKQok;u6TXTxYqr&H@x5~GSNWKT-3n)!zQwr?S(is0ewE!WL)IvgUARN6?A4^Td9 z;o1=iW}y-S!))p^WtM;F`Zi@#hSh3 z{Vh*FW%twuzrY{AK>l|2D5}clT$j{b1N%$^GPb!B-=(gg;0?cD4;c5G(^GO1a zWlOHhHWqH?8&I&)-N&3JzrfZ{h7SBQ`fC0AFC$`*wi(ol);!Ucugb}b-fgh&=Tm^k zn3F0@C9a(61_sHvYy)T;^gWvK3Jk!yUY2Z7kYE%zF}y(%TuL{!A}|S?IJZv1n(rVT za~hUXt1wt3;O5OZ0Jul&GIbBfR2K{(dk*9&#axvGj@`oV8Rt$GJC^R@mAfnWL%}h1 z)6Cm<0qrQMo@_5u$9z9bMEV2m3@V*iX2;&Ucdxp>{MJrYnELz;(r=p4!*lEEKf`?# zJ*PbjM}!3g6t%Ur_m-~)h*VOdAgGh}tl$7b^D1G3Ef@ne%GVHu=F)!X`R9Sw9s%zkU`=?*=in!(D%a<=7Kv$(J z;^RZAC>mDavsT3%lHw zn4Z|{sr*YdeRT(PK>*jo0rDS}2vPDfCJ(e|kQ@%=IgjHJcQY1Na-2~1y!OA61RnQQ zlt7-G=9ac}f~5`+U%+#<>urWS~f$*_wcJD?}O7o6Eju)r9AUiAqE9$6xLN&+_+wmRk1zIwGeB&obV zks0-MbJ66DUkZ#Z%a-`yw0q$S3ZuAVr&@!J1Y|^;0a3yd?4}1w7U!>xWa>s$+lE7r zcGB}<3rNhr({b>QoZbUxFpWj4wj4Dxi^iB(6^NLhiRjFVhj{8AIEGXv4F4cNkZU)J zy?n|D)1k)Wkez{EI1AiaM`8rDnK}yfRwA(8Z6B;zijE#T76D=LijMxJ8~1W|xUC^* z?t=#pNXhiRwRI2^QY?^x>ty|P2YsmlxbyID+!&q7JM-7>zPWVJXaFA13tT#!v$~E> zJekHN2^O@Pp<&9$k7j3nBNHs^kkSfYf5DdV^IC1j@ijoU74n!AQWF5UPbT#T8E`|; z6kaL@fCpFx;KE$6-z;IPj*Q|DAZq zbpSM*-;VWsa^R111$pF{03@rEVRI9e$N=CNCJa|=2rLVziK^n@aG%&$5gc%vlK+29 zQvcoGob#=X#5Qd@uyg0miFPu}?AWnmX~&){B=hiGVf2P%A*#RMVH{H(Y7vcN0s>aH zef(&Jv;+u@+Kv}{xx7#6$X8v2$cul^9s}|XXso;7$lw83r!$%Dn?-+zd58dnq);_2e_iwc#v^ zB|sfF4oWkSx%cniqvF|+QlEf)MGol%5Epge;tmcD=`!#8FWJ_ihF<1sp+T&#h zm^kYPxz3<89E2Ive$rs%q5AszW`jCE2=5UKWN0KkB;^w^-P@)l`r7o)62P_pqbgo` z*uS{L5X3Yed*mclDc0{$T0 zNCIGGg9$KD9X6qc^Y-1AWy@A_)fm&>UhsHPQZfMiUmerTt^rj5ZcT7u@$K8Ya5~jO z)_EMowoCtUeN23Ic%V0~|HHy+YFUk!)v+>Q##jf9aSSp;J-iANt-wp`aB`7R%9drf zcJ56X!2tFIvX8;#sYA0nTA3kli3%wjD!KvUaCNI~!=v}NX1np^8BedDJTOlGBM1X5c;7eC0BFy?gHzJ%2Z?|mLVpjjzEFyh?Pqp z%Z`oRtdFS-qwu1LN2pLBSBU()NPpd*o9m3fa@AkhDWY?lCC`I z?(HpJv}n;F!2T}y{Prn5pZO~+o86aFo=j{IDp^i(yts*6zTJvdfjlXEf;#FE=%zGx zLY$xzPl`&g;R$?3P574@W=ZeIoRm?#nqfO9}K|2GZuk2VVlCF_ov^E!Q7*3+F^3qA%LpkrVN zq@{|E7+xz)ocGA6QMA;&dKC+?wm#gz0rWJ-v(5PVv!33Cn_ZuXu#l5z;@ilmrso00 zpgniel!W7i#@4R!n(8Iu71PN*b&rVEnQ%7ms+&03ujgu|Wcuu+lWcHkduP7^x(e{D zyr_ogjGc+8pNFCQ50$WQNhB39s&?;x{;9-Z$Z!a%b9EhO7AYcEmr>+WBBP_NKrEm~ zK4!9uvxLOn5KM`Celya=y!1;-h@@jY?z6sUytZ$uk z02yMFYB$YVVCwlBVbG~@Yf{qHgtxP6k8=sdG_9uD0i0(SH9M3!te2T{Pf1Ix&e&qa zPu@vj%THPKgb!8;6LZxNjnkn{|4{n%ik1A@E zS`sdI%B~YmwChzbo$<_m>pnuZofj`}EdQ{@&aUCuxC{l-A16mEfu=Dfs&mLgT*<&a zFXs8=?nXp|zS!w@(&X!8G|8IVG-sO z2OYBLD|Z%umg#)oUByS~qIvOXc~AJy%{l##=uC)Yp`qM`DMl(TE)UjT*(|p!Rqgbr z5eGJpNc|k|w9_LFf`<983p~&wLz>rB)so;W@s*1!h%>?G{N}iD)BWx{Bz;z?Js7Nd zYSk0}d9y&}9rTOaHtuxG6P~#Ovtf@kP=W^@4fW9>I$C{K^ytE2eCivIGymxlu6SlJ zM9e)6*PG(pM$%U#n+X>*i`3Wq0Fda)V2nI&GRVp9rv-oR_}gk;qE5~N6+y)hun?jaZ$3Yj9<<+ zu+8VEEh8g~{l>;+ib(vxU8<#BRnfW9XU;|W?1+Gnl_1E}xYWLSojPvVsMWl2OJj+3 z290ZGW@of{gNXNC??s&=jb93xouPvh#aR3j5tgXpUB?^pi}mH5Yfrg4{%~g_*MIh* zSK;PI{A)dxtHshAtBeOeEjvNy$tkUv|3Yi@T>R}nw*}7xr*$=$2isXISfGfE(6d0MxdZ;SSpD8qR$tkXQEw+H@ zqLUWC|KpzGyy!Fwb?Wt9zN3dkH`A;*4+#I^7x|{Lh?PMPFl@=VUFB-;_jCQQo*Qd^ z%F-k~cPv_NxIehl;df?V? z@Nqef2!>|6Zc>YO-wR4;|J%! zvFIhO!8fD*N{O$k9bFaWX*@u6=mHZ-;v+7uj&NHIXURbzTb&ob2&q2wnGAeqTldM{ zpswcSjjMg)+xRMs)54)TIM-<=KBlv-X|d(gXEGv=ikFlJfBI1;vRhKW=(+YL>Xn8C zC!UBqJo)*EvqWs}Lk8*tGT8>_;Pqy^dLV^rppSrK2Ja4Pqw$gJmd^3VUjO4QY>;Ac z;L<=`Fa8H4wRE*pvD9B zrYu&{!Su*?C!DCL_&Se-rPElF5)*6SPZ5XHiw_kvM$}hKo}Ofh^7tI!u;-g}!?ESZ zGn)c$-CFDL1~GJP&=EW5;;KFlO6j4$HVc(};%c&5qy1A%J1TN~HUo_Y0>;x&H(0lq zg}TB9j8x?Az|6?;Mlv)IyvhqEFuqs=2QauWu>{Ez&`7Mnkxtec!&p$7n2w(k|6A3k zDEg0TmGN@J7PX|(9Db5>cEO^s8nfrWwdb~8QF*6aPxUf zEDO3faG{x^_@<(}`mkal?R31VL{UXnfDD4m!l%;={>h?y1#RF!XOxt@z%W(x^lnYw zsP3q-_xOUY4SIKf#zk>-^tZjhawGz?eO@4e6$2mM7o6Vo(|LuGOyUtD9t+Wf*uT?NaJ3* z8=JJp(4d{!`F3)6BztlEsV`gGl1KBrY<1!un1{uHOOsaQeiAJvTtd3n z-s0#q+Uh_Z`RdHZeLoRdL>`~NJtFm(6t?t8s3s262M}8h(&1NIW7Y#e%QUrN0GRxs zzNhRI^wol9%YI3u(ft?6GQw@i)g$wRFeMgUFuE`$wq&E2lKWyoKf-yPL8M+t;xoPo8j)xP^W|2nU zYXfz?cj}TO>aGo_`|b%8Kb4ca>F1ZvqtaMRRJ59FA!gTPt#kRXOi=5tj8l$29ng$0 z6{+=tk9X{*~;~` z+^%`6=wAB3yCL?;?B~=Lp=QP$`}GytdR>)e@1?vmoY#qsM{ilG#%X8I;+hg*Ao`m1A_A+0)4OO;Nn0|Fo|7&z)!4Vl2=AIuoCy?QCpFA0dKJAh8^y7`sfuB~=9? zoM-jhB_#MIC3Pfp+eaFwcf@kqmaKWhVb<9(T$P9DhWR6km~?Mi;#Du6ZTS?leEi^2 zX!9wOv1J1UX#wH4q^vB62U9N7wEG5K)s>a+yng*UU&!&0>um<)*392TZB{ z{L+HMVbZ7f+hk^ET{-0450S}aCbw=$^F(p0$}QU#YdtI4vvelcv|}0uqvQl4_$L7g zvB?Sx?BG}m63E2X^^od-;i`YX?1DwMNJAHa2P`PyNOqVZafZ53i;v-!g z@vLP&wazD7zm+?y%{zD7MD=M?(T<7+%k&->{|vU!*@q?tEIzJz22dXzri&eWJYVVNHaURhuISu^pWvh8W7P@m{FzNM7(xksA(4UIcQf*U1nNj_b! zWjk<#KYobzVAXyDG@uBsPqP7IPzNT7egLi%kI_~QF`^t84@eV>m z1Z++lqOJbo-CqPhb9Y}Lt6`(Yy!T~~D#>5}P}k>} z7iQ8SlFjgEWkg$AS-bd8y2KV*=mjWo>#0J>m; zEQLcukGXnglFqaEU7-b_S<=BUH8blZ=N4&L6W?ya8zIfe&0y6M#?QAdu-0`5a}xaf z5Hv;Z04-Go11j99uO$iI0qW>$;6#*tp~y*FHaL|fzmAk)re@VKHu|MBr{`Ep#apxb z+~B%iB_Y!2uv;YFL(!%FT*9S903yvm)(8#_Wcgchvt1_1PM=oJXoJYCW`TPJ`m;1l z8ev|QWvwJ(7p)2dg1BPZ=KvYXu9ImOiUz`OlcPZA^8iL>V;*e)f*#CSw9#g$sfto` zgz?c(YaokMj+NxP!Ip**jhp|lHVk{5Q=;zLbt+W++s&JAkM2v8`jGuOsEjc(M}ABn zpf^UzI1#+c_G#G}5G?V^)j`NM7PDh2+Wq$r%Ko*X!fS3FGcj?5evpYVmL2`pKp3Nu z?#kcgKd7Q{te7jOtSr;v6^rjdAC-qKCkA%K2a9KfmfflQ)c$p8D^pkdKy9^g+L;H< zb_5U&h8<3b@&J7RQ@SjHg}58eEH7C0$x4WLds-j9t#~9QDWKlQt<3Hql3@K7fnwBe z*}P9K>SaddKA${gvwAk;k3hQzdC|9=7%v9bpC)8-cjQ5h`R+LeXT}{TKa*1|+A=;O zVjq#wKT)P2^Pz6Z4bVJ$5?=_s&;zXxrN+D1#7A!-nN0cf93aMCD_uNM0rb{Z|N zwCDSo(@FU@-zVbDcjmKYUL$ug+kBr@87nBw25mvb_5H8x4l?|Au|{1{1O@lYix3{( zq4=MO52GPT1&e-j<*u(Xra31aP)d4!^z!K!J4RneZr<4=f6+~6*HsnghfY2upbE#ud8U!swpde;g^}X;iqmaWg&&?x3|=Idq5~9inCU*mFcV| zZhc7M)3cFpXq=_Bo){QQZcy)1PHKvo(_UDr;r3l4LAYRQnwl}Ng<(P_rfy{w|D$uM zlK$V$WjWi7m*}@qc28v%*PYa$LW^`=mD3d?f^A9&{y9r2r3xf(KI)#zM{U$;iR?T6 z)GOt!h_#iK3i^u}WMqcJ@erYX-#2|ht5w&8qoTr*JtL9mXpQC^ny~~j((GBbD?Eit zlz@!1DA%r~CEsa?39a?qI;h`4$ahb*vjgnbyfx`)egB>Yu09DeNL`SUsv_ftZDSiv z^5P+_G$=aeNek63w(qG!Y>p4NGMdzz@k>VQp|Y5pw^nn^voa~@#K2ZoS?(>?yS535 z>lg-!r8k&}JS#7+zp>TiKdnlVcF@V7W-SDcd_5seY0X#eWS;@BaVagl7gMi6lmWq^ z+rK8yOlL;fIpw!9ebZ99E*_fpPDqwM~D`fWS_`MD~ z{w}B=S!l8kV>o3oJM|4uwb(8#DG|u1J29B1CfDUlfWJRCRpH>ltHut~b0@m64O%zT-t> zynI**dv2bv*f~@W)9aai$)86~gE6r!`<1C<_$&3+j@lnqBU6tB7wrqa&l8%@R_pZC)}ER&3HZRk&x4uD+|DQ zuQj0(hobL62;;AkV>Y3BCj3Xz+{47u;K@@UTcPE_n?6Uu5Nrz6m3d+D-47D?A4n;i zxz~B<8k8E)XNYRz-KNQX2`@qwng-}Cr{Ap!b@*hjR{2(4PAOF0#zU?*>s`rVpU%^= zFY@^^TGi~y zucQHYyw)n(Z;u4Lm@hoDjF`IykD~^yR`McP zl+SZZ%f7ELXz9W)@GX;vuOOFNBvBC2_%co*wvk_xR?pG-^vRQsxBg{SnuZ!w`pd-U z{CZsTO@wqa4iUfo0_W9%kqE6;P@#VBQo8FYeFa`hfSB>#JbHMm#D6s}<7zW<%->kn z`9v09z3N|6B_)=feN@4&V{{~}*6^8jj$$CgPuV5_R2G_b`RBOGiDJ2?f?B**JXG*Z zYSFtBgAhbS-LLGM(XnG8CiU*lS%*XSJI`ceGZ*4cmpk}Je25iRe_vJ`zfMXKJsX|z z64Az!g?>CC`uDE%o~bF0%Ah6FYOcpyzPK1HWqt+N`T&R$OjycZSj);jFccWS(LMy{ zYraS9jHK_kxto^TQI|gqB?TkU)`P~I%eX&9=m&1@QQ7`)U8)~9kD$3_zpLO zSm_LLp1E(6d`Qr6!kiP1NfHlv9@WbDpN8b9UMe4k?#2`MS{_b>J; z_gpGc3vrA+u7Ek%LAh5bZJqj5m7AGVLZUs4$(^M)MPn4lf=hi%M*7R+U)nV|E4ug- z?Fq<|9gxuv6*xN&%MGhbWGwcvOQ8+R&LqZ&>{v#568_OC2MK_4$6d?nv?se&0&CY% ztDYBRtNJAi4X5m~7&k$uPq+qM^w&x5{s*`sdn{9Vs3UB4QV=)q?IO}3{Zq#E!*b;T z7rR9iekz@_(dC(&?zd<3ASRurXV||_)WZkn^&!zfqYUq)XVmswfX+(RV&`_ke(e8kOGd z^`Uv}`GlR_t=?Tba}KyoSS$M4eRICYV|mD1wLJ7DN01J;Y1>mPGy>ljIK{OYycQAF zN8&TCsU<8mVRud7%!#OdilC-8m7+>OOiL%BI0 zzZzq6PbEpSw;SqzZ#L@mK0yz%0v+S=wMZ7m~ z$AlI#zZ!hcYpATbdkRj!o%+QgbvE<-Z=pm#9tt!5s<8S{saMJ%)wy~LO$iMN(wcawl;45%>5lLPt zc~;%7ot6j0^=E3M!bRuEZ#|y)S}V!%$wTf|>DS6BfgA~L>3tdAGCR^LO*-Sm10}yS zoHOX-SP*kqAwYD8Xu^|CW}P+EzcX_z92rOUh<@5FSeAS(=u?-|PbixVtcs5v+#Ksb zl7X9JYq#@aXH~Uc3I9XgPHKRv9nxx$>O3Z|;M=q*bNkmDM|xhyaq;kPX_n)Z-~-yq z{IGfQo^9alF7p`+@!RZWcr**}dIUMYNn;uqs7m$D9mSRi?+tp_xLw8DTFUkcTP;g3 z>n*m$o`n_;KKfAI(Hz2yV$)}DnekQY#Yp^gs!dz0;M9KFu#bc9&Md~Rgn7jZta!TvuZ>E>u&Gk%pa9?Wur3W<~dI%@of(TAv(j=6>|3Fcq29;Mqld8QX*NVxNkhn$7UFJy4}6XwsqC_nL!}^mE^n zcK+Ic%=TLn4Q*$>^=78Wr_l(Y7h98Fx* zH&(lTQZFzo-riDPJh0+ob4A<={n0PMu*8eku zM^y|?Su|l$gO^bbC~4)rMsI6DY;Ldqs)#{t&%OH z91D2MGkYe?e&=fPtZYjsgNVt`8TTb^1(IuKwtG||D~At-0TCv+g0C-r`s-g1m5W6< z25LR6G=IEH>=7HKVUHF>Oj+*zqqEBW1v%xbTYJ16DHH9qH8VP*XNN#b&9*#FR|R~k zKtFWAhdugM{J;RMp~s12j0AoGJcBa~-kt|{u4N6y*!WQpP1>9e2-R5NF|6yWxb#?N z_PdDShifQF7V~MV(>dq@lAi*heK~qv`6t~;#hzIVnI(8HMz|&g3N+GtgCuVJr^|!( zHNeF-Lx1#Xa+;F?NL;F2Sz|2r@Q#h*#me_Oe!C4skM(i#)twliZgpw^d;MGNheC0? zgtfQsXwBFF%tdqLJ=g7UI+R<`WXdS6Asy6dwFPt~FFI&*^EOIIXrQiGmhimMSd9DO zoy7Byzoqc?WXw^Rw+Nb<4-~hMFAUXL!(W>g{zOuiaf32VYH82ijt>j|nP?aGP>uy4 zsruz(sVcYM1qFn{B~}K2?_KdBZJ&ePRc5lESR}~W1dD9Zna7gKXVRl;buc8d zL|Jsaoptvo8GLC62y*n|)=KEFV=>~LUr0#k&vXbPmg6A|d_`YlzUKO)xQY1(s+hQwDTwhCLm9psWaojyhNMHjIVA_bxjAkGMc@T87jB8+4= zA9GZb7_B+pk-UZ}()o#t!^gO!|FEQwWRI7;R(32N_3589CGHO^N0$HA^Wek4iot!& zbHq>SJPIz55|Z6?^E0jwL7+mxt_&GLr2nQ<3*+jKcd+i z_bI8M}z0#uQmNurIeddPVWPSrIsZdap}5)$2U1+_d93Met-}>WXS@YTR=|k|Q zqB8(RjEFHK7>vM>kOYD^ zK?1d*el;7LCAdZ<&z@n^_7 z9tEM{K{}}|IblXi<;$O)h6QSd|uiEEF=IEkLnTnp-D9mOD(I~s{v zcR+$9^j^aLgM-j$`#zD)w{~x+eDgdt_hG`4g`J}V<4s*6{8Vl|g7X~sTP`XpCw2oL zpCrvlZ0FPD4>t-m8#25fuJE22O!Kz^u|@}wP$FrVU_0XXLRs8U7|XMB?G=e)cqi~sYim7a z-VjDQtN}9=Cc?Ea4yE-~zf7A~J}>ECr} z-LJwcnSJ&t^{UqVQ(Tla53eu+eGSCNW|fP!;xIN;6FntgrMt^#W3kg(3TNortf#ht ze{WhjGhKH#Ex^PMj6%imH|7E9el7tap&%ZBMw!}uf9(jM(<2@|dPIIv!`Lx3p55K{ ziW}h+(Jwi&3ue$(`(EC*vX5mVy~UX)&oX#f9QSMT_DLe4;-nUY{-k)VkZ-!#Bl`-y zw?rt(I|)<&pG~)!(gy#w3A6ug6PDQZ?Z}cKveV)(U%rUD4p@M7Fm%_Ig?47_{@xzB zt$EP{-K(Eue=2-+x1evkoafmOcPX-Hh3{=Q+0t`>Ln=C>`!yrrhG!Vt8}-V!XVx-4 zvYv6)Gh45h4Zi84X1A5CB7f@4XtV$^c9SE3S+Tn}!I|O}ohHq*XEU->zWn^@RTl zBW|H; zsrtfIH@B*4d6B_^tlAJeYAHQ(SpGpd~P@~ zr5>V@M|~TnU+UT4`To=O8zmx240VkM?zemVbDr}Pf$Od@KVjgORWP^8fh={2IZt24 zJf?l)%>n~rr-Xa#(^t?=4wabc=Nfr}dHvQf6rJF}J=B@qfED!PZuq`7Z-aTPQpdRzF2&H^OYK>|y+h*+0k$>r4KF`L2YM@?K z-cWyh)7&e4iR&=$$@{5{k=O(OLMDm7A6ztFbX^KWwM@&@{(=Tb2Y?_J`)kuLG`SK9N8g33b&9*~V2{b03Yrx_`SVC64&%#ZX zjIY;?IqZGNS(z`Z$inqB)2Iy@f{2b9bWCR9ILlOz?PA5K2nnUu>e<7m-V`#y`A);C zAQlPa%FRF(3fFH%00rZ_8ocr(bWS@ki$E3PwjArlMHTRnQPb9rgMZ72A35&6yMmzW zWndWKyTPdHlZEM~x$;Hz+b`Zw=GwTYT8*l&Dd{t}a}5ipJV&s*RsWn`U32aZUQ3$8 z+r~^y@fYTE4JM~`_f9RE8O`@TsvMy|?3gG0)f1NxaQ%7=l%j$kg2|Z++dFzBk@68U z2S+g2I}9gBucP}$8i#Rc{}9eT4(O)qZ6;Sau6GVN_rFF{0GtW#{ylAr4O~upwy*ho z=S);8a`VewyZcWm?d+D{Z?$lqwX<^Emumy`fROG1X}kU#jrv{6PR9a(;*y>o4l$AL znM_|4U*G$r^hij=i66p-dg6LGQD^}x3ruuypYp{bN&_^`E#S_X4Uq?}Qf~F2b~ARnH<3X>FIGR^Uv5|EDOEq>--;QW?&49nBXrD`eXV63M_l@`Tk4E;WU+dUrwb;ju zhqjhdnn7FHtSxnSHX|^ImBH7{6d4`=qd?iDM2jl8xB0pMCSoAtu*1tn)O5yLFqfkM znzO$FJ+};>C}F=tMq(B`?wdR--?B1pvuX@UqwwhUiRAiz@Xg-!^TGE|;pU|q;EkYL z@@I{44LhahIFEaVz+WDPev$UfhJ&uw2Q!hvbZ)etmoOt?GMYr|@zT}LakyGGrDZOD zbo|PZwfmt}dSxsIMCX+GTWi~0Kfy&Z%RQCXAA1@tKgM<77*Afkd3_3%QH*Cv81K#q4 z6FeiLqCK13MX?6kkw`!MMLHw1h|nQO-S$!lKyoEwQ&ak;y9(yzEVF zA+xYgM8}eBilVkp*&c+_aUb|_jdXo#$~dw zNJQqD8Kp&RT}mLG4{03w9=1S-{oHk0K4$%|me<+wRo^dXzmN#K7(JhS3pRN@%gbv6 zY*SmaTL^HO)yT_=_S|UZH1lh$j8Or4t(U?-7vXt&%cqod7Ok%8w!K&x5o~tTY*$B# zhgyThVjrhI0V~Z-8(x*o><<+lo%(Q%)Ew(KKVqq=`&6MozuEoGVKfLO7MBlXg>mHhuhvE2%@fokm(gozP zaagZWEZ{xlshm=-7KepydBV#0r_za6a(2OxTy1GjvOY{Hh^B8b*Ph(c2cx5|f@tM% z%lk0pYxS!`t_{qfS-)_D+G)l^kl}#=_MbMVtzh4t{^xGcXXd8l23hvs)bAGI@7WcU zKfbJoI0X>B_WASYCEAJ30Oz$1rWopbyh)C?85rSm&MdM3i52>s>$YM4_VjtonXA1j z4C`kGt7|e?^1CPE>R1^{#to@i5=#dTd1vr#jPEKa!Hd1iy0K405(;bhEu`(tck0n0 zB5y(~?00iI;3E6BQ6*;$B~T~(QpHMm9t@R?>jJ-NBFAIK5?-1^-X7m0 zzC+S2I=w;VXn!^nxsL1h?8^#cG)j*VkNak{kceyIz-7a4`&bVQw`3;pyKSZC*QRxA zO`4?eJ=x`!QJz2geso4WS-%_z$TEqIydW1pG;!K7H$Oq4bC%n29-460jZkQKdb`a8 zUtAZiCkBIHQ`zMu@8T!QND4*iQpO85&abXb4W&jlZohu9#kG0+wQvG;?+1G(*sxdQ zO4JMUBP;9Y&br#%C&I4vrkRyN`o!p}44}$Wq?0x)+;NEhss7f^liBH-Zv5;xSKUN# z7ndGyR^Kj8rF&cLmfVr*znZq!P)~ZsBJH2$sT{tWw|YuW2@?UN$=QI2-SiCY z)z055vM>XUC8f$-A;-Gor_eiz=*i@61rGkjZ5c%{4xpu|YlXg=O2xs^h+vtk+u(-- zYVv&;?g&?l$>xbgkRsK!!MMh9d%*3bS<-UiIJIWPvcd}asqa+5zYKBB^+R()ejm0{ zWl(bDlcoY?GLk6{g&AqNgW=0l#2owFv)8lIzzO7N1nuz#ZKafUj&5W(Puk=`9!e$b-v#7WLM6c58MBbv9An^ zvg_I&ML`r%6p%&4evLR?h$ytata$x@d_Vvo2DWG7x7RPmyEZ(^?6Ar!6TY7JJt$(uz_~+$$%QU! zLU*u0y&-qmE=89%K(?l3j#qW^=eCGEv1p*8)&253WVTiX+<*A1vy0bk_5XE0FoFAl zo+^GtWg;2QvoeV;+sudi_0}COBnm8kaRk*dgS1wiI|64}1?Wo$sMXy4`(HPV!@NDd z(p)8@qMP1UFfGqNiQLgk$u&c%uN077e12|Np&%XWkzVrPz^fT)=%n#Q7wOV+R(nrZ zLa?UZPFDnCV18+LU)%E7mF~ZR$+uo&fN)8)Eu}W^r>#ijJw9c!u%89 z?WN=F0tSM~Sa*Qz!4mkjpP~}7a__}G%{mYg-;!v1@L)X4T(a-cG>B({?7G~5kmhvk z!F*Jbkvk~##~gKzs(^(Wq&ns`Uo`@eO)G^UCj<@maka4 z^|UD+*t{OY=^4yIruR|a^1fU_{WxjH54uR10NYbrp{Nx|%)&mWO%n9QTa>c0*So%1Cn*HQibtmQzE7p3Yn^`D z_GvxieYONr=-{gKhZ1b`G!N5XjX%9%WZuLL5UUW~T<##~`2n5A>hnP41XDJU+)XXG zRsKIeChqkLEck>gyfpf9b{OYS!L$rqaAI0WF8Sh0@`n!}LiOnRU+0-vQ4R|i#51B% zYc?Aqd!GjeF?l<`)Q7hY&RfY*rKB$Qb`3WhbC>-n(4iG#QSgY-6>xcVAdsobhkrgj z_hB8q}UR($O`qJ9niQ_b^x!ZXK^=9W({_z(fkR>aSP73pJv{6w& zsl`^M>|xAYRH$u*d7SkyFIvQB;6RKvmU?=@t*j+0`W_QL_9h2eT;$FJk`*A}t2TR! z{1x2aG{qT0?NRpcD6+$gTV`qzw(+ydy4yw`Ao>Qj?bfy|6()oW8n5MAo&EY!+eoo@ zm09*EtH9$cYEMO?pd|7IlmKVW?MpG^RbjWf{XSONlcHBfY@sHzUH z)stYjEUV(~!gEX9L1idfiVqqAYsVnTab2^r^}+wwLcIr5hQQ+_Qe6t=b9+Um>Npfdo(AG}&yO_g5?aU4RLboyqqbPj8@A#^(KurPkgB-n|M5&!URSi@ zDc;DLzHh6d7Gd@6fBF`G)vrW-n7cuS0n?Vk(Af!<)?ln16fgoe;F|xB#%Cbix}F7K zwbQf{rz>q}93|-zEtLbUMP3PV(Z{>%LVVhuw3oMuH!8MI&u3ZCWgva`zqN+@vUy0cHT z!bNp+3Z8`vIb}JCv=T6plp&28?i(}-PoLVsFbt35yvNHdbnD@O;k~-s_pj~H*gw4e zc?9Bat&^vmUyhQF+VTKo*QK_{?)e}9c|Q??Ny3w&7YDjzd80Cb#I!7(Og4)wc>dr6_s?)7mp0^B2JZ34Ac@Gsbp zs|<9+kD4^Vl<(9o_6pRhfpZAxj^W+L@opD>UTjC5IXZ^D>NYib{n`@P;G8akCEjwc z11>_)Qgv}r0~)UwnCVZi$ENqRBnLbMG{#2az|SM2w363&R9n{GQ` zxQXS;5YA!Cs#M<8c*glbu?yvUk`aMY-M7c8Iv7RATj#5zem;_g!Y=)?))EXQj&Qx- zePbLe8;`^pf`A?r5)9{2o&=5>KvlG2=LO<|>&RaA+SI=iOvogNQcDDiE~4pCc)AkX zHC%D^Cce%fd;FMb zKsRHrXO3LTdtl)TMYV%LSRO-5gaI-g85g`?k8q@8+$ktvfMkI)3Boz`;cR$-C5$uh zd38NV`2EhXoI+LqCKy-S8f5hPp7bB6WQ*KC%I@plm3fE6wlH0(nvvV3 z@;F6r&o3?M0e%9#j55XalSMFS+6jzFaIThY6Q-4DVehiJFVyt)N8ML6NJJ&xSN0uu z!Ogcs=w=;2qWG~`wA>0`6zts9HuKQZC@(SVU5>}}?Z5(u>^ zcJii;zd`HN3;c?WEtLEFO7j7hOcVZ07x);0h@oh2Z(p%bRZvL)d7lTkV7RUvu%XDD z`VNQw`_lG$2g2?(paplg)z$@MF6E<14`zWg`is>jreAx{B;R`P>wWM%HX-rCiNrr# z&J&>hMt@T7QWu00GVZAREk3cPtr2h*ui0)9nXhn|yDRz*MPAQZuW>C%r+D=ti( z+u5i7Z_Fq<8?!y14!EKMfXWHXSEsz)wVy#y$Y}$-S#*Cp~@# zik1q(w_09x9WYK8-W7}xmf&S=7XGXF5_&m@&XK4j6~!>gd{-A+F%NN36Tn|mDrdb; zflGLnc|i@hPZ%n&`kq+oiWBWgNd_R(gGuVYP193Ockbx|>+vWiV8R1Rb!QKFQ?Lib z;Qn9y^8B~|{@gymchqD9_*BAP_a(#p{QO){F>!IY0TsaAYY5DW$OVes-}yP{sqX^6 zKMXkgYc0VKhp>6eS_Z}Ny=B;rTj1-^&_RNW0M)++997ZGL?YEViY<@$plI zQ}2JogFQ~s`j(}xSk~Rib#HY*LpVZ4cn_^rgUO|uIN}g+WfT6jA&MKl060?W5)$um zoDV?q*)<%dSSh(7*lS52OP#G9E{#%T6eQMlDVNt5fI1kkoz$Q$0f<30p4=yLri1eb z={j}sFHsjsTgsyasf<7~S*5zT?j;=ax4XubrMl&A*vreb6wqB$`}9|({^iA3bJ{vR zAO^#k4FT*d7Pz!bnQ>9S+E3kmrSV)or+EEzz?nFWV)1{6@FgYLO=?r227P5oDY=hy~(_U@1i`O zEsigj{fX0odUd$ki?*;LJe@viHHNYE8nAzyR9;uLhwclu<19UK^qJpwy1@Jn*O(r~ z3gOo@Ib17983X8n5^hch&;t)mn}X*A(a?mN$*18T0p~d44lP9(@R6B5-Q)jlqXrCR z`q!#)3lG>p!0j>aOYaPaU-lP=;NK*MaC6vb!{6*gLxsQCi5@kYF3ywBW{N0}W?P>@ z7B=O(cV{FspBqoYK(qn>BqAu&^CaLCg(M|!s2E26RE2TWW12v&jnil-0NvJ}(*PZ1F7*m6$-`2{z+}6ZQ8;D%`1rVY z;pN6>z?5m|i!@a9>wEmEY1{wCg~n6kZ+$HQBz&E1r6qY;K7l8@8J1V7-`<|0ykr6l$99IsUkcR~;tZK=2W8ngIOK31 zNozG{=foxHvtnSjxt9DZ<{!VODd6{nt;4PeIO$`|_J9nx|C;v(9!{r?E6k5-*dTZ+ zDnY$NAoqhSi(dFAI|gutgt^9X?&MJ!J3Bjki!{W6U={)JYZyhD8j5@bOT(F+{SK<@ z!;<5GK@QLV#g4ck+Y@YY(*ZZ{YA0p-L@!qs{*4-|q}&d=FN~-Iw*b~IdJ1eUj+SdKBqK=xXnd;fSmQAr$ggRDx;+ds&V;`vz(!1)B9 zUVFw;xbN&)&vEbzv>L$Fz>L-}gi(gd^P_X7Rs~9mii)k4-$So?&STe7r~Fo)K^~3V z$?QO!sXl2pRsTM+P*AVAqB- zMSTX`6G=|KpQrf3r|x$0{7fTo=xCaR=Qx9w*Ynmt;`|W-@bCk6Jzjy(|^yZb`mb80e^8FK?9CaJch^bK}^jbC2V$*Aj z7MB&{wBkepBhemQ{ov85si|Y5qtkJ*P02*06oQ}aM@wdTBIsZs0f3>pqpa`j(ky$e zD;qrOB5ME0E-Ah-JXwxw%*j|?wU$-_jh{qEKz{+N2Q)8OOo{Jv(?8--YgaZeX{gn;2%#H)R z^s95>NH7NI=2;ca4H!@phQL6f8Wm&JboFbVDtYnz!%h};lOH*ru&Gu_%Uz9dU4s1@ z|0sf&c&Dcqlju7D>?pDZN4MD-s^CIcS{1C=e;T6CF(a-t(Hy9J(qzzX8Hn$19=^G^v4U7=09~+Vk3hlx1VZlE8U1-{Hs}g`;2($a_{sTnOUhd*|M8<1yg#(Fk`I3w1;n;v`t#@f z+gG2)XT5GSpP$;$clQ&eCm(vykd|4ql(fE%3{c75dQWgZ4oqh`oBKKX4WS&DaUok) z8p-E#+tEzcF|jenB4J#K?$UPX`U``d)SbrN7=AYd@P(pLkHML|PkF2_1CO;!ht(hl zM_(O%Ign9iKFQ-)dFD-`E_(vyF@ z`;+eJAB({C((oL}b-8!LJ$cqd7tTP9tmyY>W3r~IOj(7W0lZ!SeG}7h`E3&;P%Z1r$q!=hnXITwW-Xsam&Vcz zZmG`gB~!yP?jDmki*ly7w;2!tm%`Sc$2gcF@*+y#;W3q8Kzp&`|*q7@VIA60GX+% z7;$!IpB)(!ssw%|8wmryB}EPuZ>~a!oB$_0Jv#koa5=bQ%@OUQ)K9ZqRCxF0?f?6r zz9&>~k#&Xt9~yjJ2Cn<2cO{nh<{k}?OTlv5)8Ec&_}6XJ-&S*>EiAOYo$tIx@T z8r+-a4j1MfDU9KGuW_yG(gi{7mKV703K&n;`VoUOBD2v@i6Rnp*eN;I`AsFhr!`fY zr+&OEX13pm>IDzNJ}G(5ph(k8WdK7qbIFjGydls6#$nm=@AkV{vLD!h&#A( zVPJ4k39vQI1-keZ5GhvIw|t*tgT6dI`4wb%x=6p4gBs}TV!r4~A-m?^XkO0BHKS&tFrj=>-s1;Px5hqjsI&Aiop#2q zuF`qdWzRLLRIZ(a>;Na~p`!{zC9PCr-hWa-pZVB<(q*Xo7c?m7cp;Mx|g+Q3YKsYjzBd-JxBgtSP7=fZHBVu@h9EM})dw}bk7$^tzZ57?!MP;zwCEK2>FHAmxNR;V z$uV#V7;NhPR}yJ(9}Nfkg`)^C%wv9(2zt^%Oty+Gd^6YJ+BtWnAlLDD{EhR02^c{o zDC$&HhVRv$Em84gIvMCA+axLTtoTfa)XgWW5!E|p@c}x=t4Aze+GE~CH}*HFm;ZY8b5wu=BdI|BOZhH&T_f?ltmjDkon0$Hymc?G7#F z(>*;J#&3M#3zH`F6j?pXYZ z@lRe(_gn=a^_DDqPXb_ZW&|Ct2i{ll6kwwv-X}4DhQ80rsBntfZp~WqP#4Mh`ST|q zW@Oc}|AaoaydeT7ViGF2)2e)zsjG_rw${|l@bN|GQ%7(Y*K*V!7y+-$mrCDkQiURu zlMBJ{5`mvWZU=MRAPJc9p=052KKj}J{5yC`GVlp7fKIbBl<>0dvwr?x>>7sC&)6#` zZ}bV8kMU-WXeE6N+{>)vo-Jhlc7MW`>G4$-voz~`ryUkQ^2P~V zMDvsAA~vC^LXjTIuZPOf&Oa(I;C$0?Xl-tE^Pp~-s#2(KNBD<*5g!ZN#$sT03AnyE z@dNIWannf#2)(vO131QA}%{Rud?WD2!pU-;&l<^R+!m=s! z+7ozgkc)LFkSa=Da-w9^>7_r3N-A!q|;wL`pB{4CaZfkViSw4 za|x8K-uBQul6zeMFkjhzrY z#7%`G$(==CuJAs#DLy*{03FULQn3>W#9}-`2mU0dT-`p3uY@EgOlO#D>FuD*ouMk*Tx163LY*J45^=pQTD*Ubd2D579zY|@a2UZ3v zF&}^wNJfM;9vwBX+U>qSJe@KowbFMiaD9sYQao0*C(qK-;tmw_eNO5@vJehhqXz%W z=Z`lfwBGyaX&Y7)dSS|f(0Kto^<4FnaJ?uUq)V7I@oJro?X#UQcHSfO5zE;o{i|0) zlmr2;tDa`S&iYB5;yySbtk45HV1EK^_zxm#CT+weT}9Z?B!fJ=HLf9uI&M3-kB82C ziT6uc)dpI5s~%_E*u34PHaOlsyO2o+#L*YK4laK zlT-3+_d0o3G*lx5wC0pN_^3`nGU`>sPjLvqo2~bfnEmzGgFbnhg&}9jYw?B@SSZOu zkuN_7j8o#et;z!)HWWJicCWz!7D-@8I!>R)!omVP`7%Dj^#SGtq}UvZFlOW%Fp|*< zG>((%*S8R{?#F0>v+WRKStK(3hiGAsz4-DOx@P_Hy{=!^W>T2Y9%im@Gh1FtijhVz zxVx=-LI4NVy9)LU%;hX)WLxp*fY?9C#m`635Bxb=EgJLyVrp!xojz`;n*MK zW!f|9Qj#9DQXu@W(%Cb(qi@Q={j#v2N+5YiK;GReYODEe6UChn-)UBJ+)`+HH7@Pd z9pBBYns^;sz*!aZUAeQ&vOt}=Oi!4k|HR8hUbCavCMMAjnPH9xmO(+w7T>^wP3Ve* zKS6}J*gwBWS2Va@iY0vdoakGusi@)69~33 z_bgxS86mlZ`ujRuRQM9GXExTc5GR#ZVJ|(-9qImZuBCyA3m#2N`}bBh8{q?+jd<6- z9a)11R#JL;%j0}`$D}IZ5D(< z5j?jaJdk$rnBO8tl}CpiROQT(v^8{nXv%7q@bHY4B~Mw%m(cb~QVZM73mECXcfPu! zZ=^!QuAs}r2Wu0c*tn;0wC9KPpJ)FxF4CKA8g;g*@y}-#6Z;x|F>dcuCRzxIyHe@n9c)=)x`lQyDz-wASb*HR>S zBI651MhAt$l=<7S%bxbFK^Td99w%SMtR<|hSaEvOPd%@RsQHLMK_CjC+(D;{h`aG^ zX%GYJ;^tAK=Sne6n5~6y+4g$`mdJjVrct9dj~c6uW5V2$xtMNkohYW+dHuZA!HAyF z<|_@I%@}mvhP$?YLqj%xsl?qoPsVS1)LWJfqbxq;93Ow5Dj`3{o+FHO|H)J(GPRf` z`Q!LzdGm=s8T%wu;9q;6B+`2P>8;N}QlhyJ@x`c|e5ZWXHn-T^Tm-gwEin8( z0B-%^z%=bC@W|KA(st}$Dgkb71yR48KaxW2SWLWpT(1JCmQHw<+SdL=Wi)6qTY&D7 zSI6hv{$;017bor;jL_`p%=ryQW)LM@_o9yFq0BKsNGZ?EqwE9$3!vhMHuV;@DG(b%@NOGb1TMpNUYU`g`=8I%AGngKSszw!6 zfX~O%;@D)a_3G2f=sCL>MTUQUU8Vu6tr#&RC`@B0I~>GCK5Hj_MQ)hy&f%!5`Af>s zSxv$zvzg}1DndJTPK*9?j~u-c;Zz)s=G_$?D~i)bn~%LTH7P;A@V4}gS9fm$G2vTa z2g%5im(G=!HRh)uOg-7#67Ouc8zhz?NNReD7FEpRoMC;5OXcVV+S^40hfx2AJ} zoUE{eJ=>KuvhazCm?AX4<4~Xw-WyIY5)LLc;7|LU)uokJCuDPWt2b+FfAGv~FK0GO zo*Xk1Ir^nNlvn_P)Dct6W*U&%d9$57|9b;PQrF^({uLHZ$!S_9Nk}egxV)gatr_WJ z$Gf+l^Mc;%ae^}bSHtha-$J*s{hy*K-b!Yf7$A?hH8R2*sGS;{b1A<`hi)iiYHTgf zG?*k-6wyZFrJBvODM_sX!pKS<{w7mFm>MgXNEob~Eq8|->~o3GMqo5+;WKR%yD{pT ztuQiEy)lGxzD}0a(UYBR&>1lgu}=RQ$NTBwedcDUcC6hk)U80wM}1?~(;=pun{l%`f1%9q2Wo(=nXA6 z;EKSg$!W(bm3Us(wY1iDSR708D*rZWd3Kx{bE#Frt%2T3LyO6qt%z)tp3SVuylAF4 z==Yc32de4l4}bn2mzEF4ZBeZimDTay4r zPI&8N@v&tB%-bTL|87V?e%xYu#uO2x(#`y7^3#fV^sQ8C*XRK059%5ij1mHUeuv=Q$mcRu7F{8yc^mSxhur^1mve zo$NZlap5V?lNQV(ZQpZEdqWKmU7v=s5YLXkvW1J(?C@KEo!H3op#t8YjLRQ#B)jA; zxgPF6@0{dZ{SFcc-J63O-w!`mS{Z36kcW_iOJd$cIle)g3Aaf|hZ0QstVF&2m5Z0k zPKys(T2&fg{!vG2LoO`jy9k&=fv|!VC;8Puyozx7&BrIU_#MX2qM#m8klOOhuDP8g zGE&kRz|(02)?1zyHWlFaRg+4cTSNW(nFRVOa>|VZkcxG+BH?rphe5&ME}4~{919mA zfkzkd|GMuMIi9T?B{p zGd|42-07!h3=K}r=w01BVKC0`*guzAH5^RPz#(4O$#-Pt^oh8y_uC7d03Uhwsqq!8 z7c-cB=q#kmhrCN&(!ox7uBlrFB__ zMRXQT6T+QA+JQG#L0UUBS`Ky-P;1(o^n-Nf$o&DAZT8^uM~vNfgQlEvH@4qlG|eDw ze)sQydfCfRi{Cd$igj#rHV5j$F+dq}WBK(;e-zpJ;YLGdB_Udl&(PDQtb3nXx;gFY z{9~oz%}-MuS*8Z5moHXKjgKFm0P9L1C?^=La=cfd#)?l&69lv(jKG$6&T~bJ&CSfL zV<`=!2Mj`LQx;0ugR}cLl{Pv!Wgw8mkc1+v31hpN2i?UVfZHwZ zp=Q52`f$Q?yQd@$7SqOJ*jBGqyCuV%@O`b_24SyLVOgdMtKW5|-jIMDTGn~O=9EgH zozQ%(W3|OYJ|4b1WbR@^WX7$bPl6@X>Eg&gq=W#E5s&crA1NaB*_!k_PHzSJ%%5kJ z|Gu~*!^lzKomTs!=zqV@*0gA*PDjM0!!~ewA&}!e>|iCc*wEUn?aNJUvHLM5#vJd| zV-9jvoAfbAqP`y$HDVdv(7FkUz9L^@g9D`e2dC9nVNLq{YNPu4f&zs5Uy`yUl!eMw z;dpAjz0c*0B)?j!s*-vC+LZhP-0_0K!rDO3{XV%Dvb(^gTttH#zvYI#spLMz+o!dSNhpGhtfW!|sP#9hoNRD74z| zjbC?+Y?x8$k{U7#>saqw4ohs${FaQWc(dzvfL4M$o8FN4E+hCAw}!Z1hNy)U%6&L} z`j6F=O~r*N=UZ@*-}%L1N&@0NjUh;g3RW*HiW+1*5A@TDR#ueC>H0^#bLX{(h4FC; zxEg+R_~B3Z$O+(Q2N+|&3eeoQZ5sJ;_t;FXFSvQ~rZV1?8suB}HO$tfC1BF>{mYZV zQ+F`PYP7}`jy?oA@y2X2Rl&Gz*%`JP*%=%xehz&1N|_{tSgU@49cIRj5r@Wfn9I*C$q)6ixS{boE=11~|Fxj@(?pl$r2 ztWgZz;$B3{xTu7NAPj9+M;xA6_!7+``Dx1QA(pJAru}Y(ZLAHRLoTmAEFSKx^Rk@1 z3XmE+VoQCV^rDPn`^}L}RODB!+;}ARgSW1ms)t8pa9W2o?OfrI(9yQ{PCZV|##Moz zzTaQ9W<79qI<%;#5Ak~|1!ewyXsLM%o34}Oe)xN%Hv1_utQ50Qv&q3heEqa*c#iIK z)Z5Qhgj5I?yVnbM4Xo8jM+8WvdcMm(tLqFFIa7Gg7+c=aqt2(b(a)dBu}DJywIyx) zkr4UmVGZoKTe~O|W`Ou+-X3u=?9&A2$owLx%r}6T*ANg`IHvVIKo)(S_kosXv3ZTX zCXynC=54Jdx*DxG4z^{Fo2`0S0d@t@yIqcx^UJFf;Wd>sx{sOY!2W;#(;Ux+A~66# z5cXKfqM1`Xj7#QOh^#zNQ0ST z!diRkNNw5a<=^Y-`wJ=~tzFln+<7{@rhy=Ao3q7(P&hSiIGJ8due;fN{nl5>x=yt= zubhE^%`xP2B!N&Elk{U%+wult6sCV%O}t^(rJ++DS6~}aQ@v-K0gz~tfS_>nhd=|Irag}0iG3+usT^=#D z7Bf$o*4L?nG+G+;Q3t2okL+d%NV#NZO7u;<`M#>b~7-IpEmUd z+pa=9w$GNWqg5CgT=5pB^7nT&BYrv^$(J2cK5cRqsA6ttXO~UB8&r+aTUVo*#e+6xeI3nu~f^rO&od zP$WctBqqyR|5Pb(n%I$JBzmyoWtQ^Gzk_J=G<3Jj=gqk7{+AVsFb641rZinrHIKBx zWiB@M8)&)l%QLP&lUk?gy9hUXI(w02 zS)onJN29a-$d@-(fnK7c9lvsKq$hB(J2(!JXzXdlyWC`Vj=eJeHrjF+keGbI#sbV7me zNA~{ED1NQif|Mx=DOqP>gZL3RcQsgKQSOcZe&t%ir{KX-fuoamvSg#G<3B6-Amt3B zF42xgk>tj#uj+S0Nh!ulfMv<+0vF|i#avsj&vFkC3;DZSh;SJ~pR(O&Z%Wb7f~1-g z_XzsS67r7sDTFkT=bse_Un0{E77Vw&S(1JZ0usXK8tCGjvZ>Hv0-amEAw&8Mh}ggK zpVn5)wckgmDIy}{UK-s4)~W5;KJ>AWwAu^1!hCeERMS~Fs)gm;MFedGk+91u1<1hq z^VK;u*vLJ>gf2j$JBjIr$B;LzQwFv#^Rlpzviy@slHx~SQUG~Nc*KWM8_-$UGTaW^W~ zD01JmEYPkX2Hau_Zj(#6aj1;UZG7C;rs@%vdt3@ z4>Ar)s)!uBy4Ctv!QWdUY~BNdr@xrb>w`e#4hN&k)n@&Lcx@yv+Ndj_gWaRa>`7?% zHHUdL6=sT3!uE;{cq(89Jk1)RKeF!gB)Bua;JoNee}Amp&#-<IRsqIHv(Lmtzmc$Q(u_9g0Vu_lsZ8g5ZOlPODfP|MCIFHkX@a)PKSBdqY! zB637qQpHogi}yiO8|nq?0uo0taNE!U4hB-PvTa~eSU8yFI^ozS1o3rsQJbSrWIYF= zEXFUWD;FUmCaayl`da7oxv*6y>ngus{y)YCC zCG-#8oQc;W=oCqsCJA1a!wf#b`6XGj?XZ&XAlCdhJOy1LKNznfxuDzIvc?cT;-4BJnN zem}+-{nR^am|?aYAwH@+@?+~{t$p57ciH)wP5@oI+{HX~V);hXD#C*W4WXAS-@gT4 z5q(*9&UU>(Le{aP44;;(Sf0n5!_tB3DpFVbWK18242{uuW8s0>l4)Sy0c6$A!p5)Q z#~|Qz860lSyMY6FNBTw~NNa@!=Ge3E&4H}F#&f|ok!2%gk{9CJDkY?*KX}a^Dz209 z#hCs=`k$J9d=Kv;IxgxkON%tTMNbJ=*q@aosDIW)hMnY$MRa_?@?nT^jsIqcBF78 z!O$Y|ehzQv3ZBm%O10%?(Z0%~`o~7pSSO!1SN7u3Bhwz>iux8q^!@v;PC!C@eBe1e zAl`9_;X#LpJ42z)rfZ`no(`$xS7A3SwF}&AU9Z|WDr&skdc60%$X<1Z%@wUApf8Cp zWHq=iyY$5~yY^0KkA z(aNYZ*fDsAd9i1ZHBwFnNR zsItEtIfuGMvhQ!uD17_Im3__qp`+wiVq!lp_jTfezRi%O&HL+M4^KYj zptQP1i8P8+7&d9zs^hJ+&S>ZhzAw|r^!^{_XYek59iKPSroo> z7o=SA;z`Xyg63IPMVt&4mHpzsOe0V_p zjc$lIT9XO=?N;H?(2xNz+o_y=Pu-s_PfwxEcF=3+)Gp(AQ`ft25|JJqNns(Q3idY} zS`#aZ@hI>0x^4|Bv1;~}oigZ~(j(vF!}E<#o)pWqr6m(dg*Og-u6tN4k3!xeH zh%cshh{Pt66#)**3HeJZqF4gLN`Awm0&gO^VIYn2-}(ycqv?v@6a3JwX9 zUpyAZutxp>nYX2432|k8P$m5ZyuEXg8kK$SStI)<3=C<#e=fC^DqPMa)?8!%ira|M zI=f6Dnhci#@6;E!`4KcccrJq`+i$%u6!%NuW~AZx7yOp10vR3dbV-H1q))|-nVny^ zt%DIaKY-Z23EX23fxZ*cs4ls(>h+N{vm@rTm~N5!77jG;+(Z2V%@@lR2-Lv})Izl- z>q1*GU9(-}*^$<|4^%5@mz@Qe#N6p7N3_}2h@^s_1vIHq*c6|CGu&lN%!4S0J+m#v z-Rc|y0*|N^XAAoX?Md9fJ3c1&Dx1#fDwYcH8oBkq?}**rcq=Zj6<%)s*%76<7D7-! zJcVf^Zr{U2MwR{Z?xHU`Ql`gLYq`2|a4RtQ?tbepOy?C-1w6s$bQ&#FiT3)4tDe zc`CPIP_^GNkdJ_NeufV~Wo)#E6W|?hNCkz%r%o=FKEDQrd~qurhCUBb!A z`pL5%VFgwWANhO}TJz#Q7fG(2w>nyIR>b&qBKt$_BAOcU70#+{RaPGbnfo@=FU{-f zF5tn?EHCLVbPKb_tDUe6>;gDz*IUX6DX@6Ybd=z$})t&%N!)vq!jhN<;*Z!@HQwCl-X@~o`D=j~DB`OI8fmrix%Zsy!HI41LdzsN&&2w~o!TKm7F2pBS_xuOCQM&E~=&{hSY)mv;gCB@~Z<__l}$J(zS& z25AHtZVQ|s>Il8~KvJcWuHs9wAG1gt9%O`u`^Wo-olDU<&?Y!Pt9oH8nB0n^%5-k& z?w*4@1x8}ufd9G__0IzTkigctq$FOO>5B7irZQypz4;yK%G_K7J&Y|CYbobOZg?CEe(0W_a| zPPxdKcM84$PZoCzi9 zO;90z??#UAd=STcNr^F}&+%V0*$o=e8;Fxahm1f0=tNpwHdQWmB*zKjBZHFmya8xF zk-Q5Sy(F{{CetpH$Z`%szn0t98}*vT?tXp3xCpsp2XjrL__KK?iJ8a;lp1CA-*X{7 zsd(gaJ%@w%vc4%RgM2Nz4{ zTI|+*AG1v>&sE^wo{NT7#>q6et0i?ZglEuk6NfBg2jZ>JcpC54dAjH?IP|Xm&^xjL2gZ&s` z`{Hp_`qdoE5~nxopkRLPTz6l?ypBFfqpbH(^s^f3mh_Y4=wU`J4{2=%C@1()%)Ii_ zfIIrevS6JQR5e5jm_35*R*aOpkS00E$2R{(lC&Qg$e?6D@Xd5uQ1)YLMev0b{sT?v zNF`D>zMx|ksNm&(6$lR>`Z|1hh);WShCkEI>$R=e`{f$Xa!_i)!$;8i-L$%8x|PoZ zr;{T6?xAAOLBdrN?Fz;(KmhP`6#!qeJk9On{_Py%UWEYD==22L)AenKU&X&bMqlCF zKVjLHNF1?Cmq7LQRGMV(W0!eg3!w-9JJ!8pi9C{7^Atzx ziCMuLEdGSKE@6ehxXtzZ7N9W`7SW&HYf^)T6*R4`84GF2PwPoj!W>T(GKY7?FMFjy z@zN0SWy}M6Y0laRJ1XLwYe&3&W(hHib=_89u6JB4*OJENQ;ki($ znv6S2g&!=m_(kJ-p|mNqP|hDu6{h?eYzlD5QnlwA+IZL8{Meq6??nWFCm!hSZR|+J z`&39Z4gy3fq(wpuG@^$rou61{ik}D7Ov`A&{gmKiz#-v~)WEKJBJ}Fx>|qn?A;A*p z2m=y)TD@8>YRcl?+-1?|M;nPvn{KZ`Nk8P~J@L!;r`@mR3BAYcb;cP|ynCEJeWjpo z<#$zaJ@iN|hb3ED6}QYSd31a`ov>IgJZ7Lcmch)C|Av?zR4k+-PuEM2#OAtYKY*s6 z5~T4gd^ml9=1NqWA7-4KWY_v{2r9X-#TWb#p(S9%=){MdSL<}iestK^CVJCuej{A4 z6|fA9cHb7JiwK;KZYDO_2NA0$dwaT6_RbxnUnXoCKTk(Xe!(jbiK(~2vm&Od(b?JQ z0FQZk?-=nRzrM}SR8TOO2~HI`nyFDXIa**|>#9mDvG1VEGqI-rJAq33-PU@KR+Cpj z88tl*B+0qA6CQV>Dc_N1fZ>EiXoDm`Oe`Z5WH;;KPlUfRlK`5D_{%cbv$EmKo^M*W zcS#u1p3UtN{04+Ki*RYe3km6@MM=ju9w{+3u1W$DrcR_=C(gzf_u^eip>%LQLv@P| ztIUXW+eLW&wzDv}6Q>r|E5ql(dd`zn;5f!>ze*mqV>}V#!eA>dVIy^k*Nbu3FWF3jN+j*}>)kg;A zx5dP?NS3t-fA74pKg-_^E)=fH+~bE!zMqA|ZKRWTgRcNs-D3>pWl={NaSA8xc?}wN z6Pv~zrrFFdvQxRbBP;5?>>LDMN4#qGj~<+q%l2PKH-6Gfrg!$1lPi$lj>S}n&eh3n zPZs0r)TKed&0I|jH4*j3dktr64D_&?g+9Ge_wx8VS}-3uYN_r1B7+VUCKt6^r7+nb z)OHcFcrEmbj}B<5^i9+EfGp_4l-I{o6^pH zhv705RF^npj*Zxi-=A3HF)v;`(OlaD-nyE6Dxb5efl~pYcHb=tv{d@6`%D8r@iWhi z{Ya+CNOVPEmQ{*N58?#LDtD-hy;3jm;p$>0L6naR;@BW6SE*-4XB(xO5h45iZPKwMmCw+w=1I_YmPj;89ls~pqRpGiJcaI90$kVn!yy>}Drz>6Zh zR#!E-sBQ!PAj9P^xXeXBXZ2HO2<R;k~1G7!;Yb~q|+?^=N8a;If43~gq=Nx{`4Q0cQbQqj2GKj!CcFovi z4WY%Pvuh|UH!^m)0iWrev6N+o(5W!ttcF)(P=jrun1AOs;{y8K^4r9YOoO#b6EO;> zz1>~o=Zsr<){F^afy+flJ&EODd_ksl9!c($f^*#IQXptd*WQu8wz-ednd|p zyi;#QzPo!L6nR8^I?hf(L#8sfSvaK|Ocq{9lORQq#bcB{_gyfbwA_?DbB?)>7{f_72(UOd0?T8H=^ zO8K}WtppibXUe|UQ0JqnPb3{Sl=kK){vU9}$e_vm((lxE_d;Now%tj`JC139_>q-5 zp4Xe$N7iex9TrcF;0tXa*-RNPPn}vkEKe>YdmsKSs8u_DxA@kllfyvn0(&>oiIm=+ zMsd*-4@KzksTSK*Kk_uT)S(~MCctLPH3z5eo}5BX+h|x`NEYC{i5Fedo8Dy7W=j9% znQSSRAje9A*{F%>jI;@WJodwZhec(>Wm7(KRIkHcZFSd*h5_o;O#TgPwxY007%P&r z25=U*FfHff8LeE*&H!&_cIDa?gWYXU-8U=8$_G0Nv=D=ZBDbe}u;X;=5k76ZxsG>x zX-Ggkn5s+T}`sOX5a zS0EMU6|6iI{c-tYwlf5Ba-)R=$roJS$#AEke0bhT$kdBuv+`@*vxRG7Ltam9-1nC6 zFeV>O?Wsh9VxhjaUL;L-Lgx@g-(75^&khM6mlSK7UF(zovB-el%?F5_+hVZrN2Zza zh|Bf`<1WfaG2X>)r~H~)e9<(2@E0axaEuPW-vC$YRw78-tGxRD4|{JJR^{5YjUosr z5{iJ*N(cf1DxE3~0)i5f3X0O*si1U&ASt1gfFRwCh=Sy#ySr-=d)&C5=Y8J&?jL&} z`}^_z_~x;WwOBLmy2dr)9OoE=u75>`umA#r5NdNu#x6bV4`x|mfS&qMECXlK0u2RY z9p_d>nF!K8+YVi?el5mNs8&>?3t@7__@5CuZ^jZfGHj2nK29M)`U_nL%}#N%4OO?< z{UIMs^f-wAsaruV*=O4v|F;oNuEvp->Rf^%_)*pjB*j|-)WCGaenei?;g-6wZ0CpF|UGHud{GaBh4zo_UEHJq)%(iNpGdp6*xvxzUnt z2GCRaR=MaSN{kI-P0Q4uUi2zAiW`&fwLjGr7czUjDq3!Y876u$)P1dF{^Mj|dNn!K zEJCVe7tWr<>46Qvx6q8_fn-np1i1Y{rqp}6UA3Q3<2&c6QCCp2ywBP*4Aj0~Bl!E= z#W4Um^zr!-EIT0Cx4G@g?L}#`H%v}_4nm)!B5nZbKLxq7SOp4k}ep=xrjv@*5Lc1<+DZ-udaDm;iTk@mU4DFzLZeE~HzJ?6a(Pj4 zRZOejo3rF0;TKA&yD+X)BleiyQp2fPJ}c{Kx0pCZD8u<&J}q9vyvVo;n*EB00J@$! zNR8t}`8*zBV^e}Nffr)b1x{TUpTirhB40IEv!;1HCvRVC*>QM%z9vhvBKS_3NcAQ3 zPXW9!$jMG{mAx+ix@RF|t#e~w^d?WtI@qgP7RRfZ^6w%0)oN!)VyweWcd2rsBDZ>F z=l+XmnqoeZFK%`}e1P(Sns(Y4=w&I$4Lp_^FR_qzDV{++#+UPNsDB*ifAOTO!}(IO zXb+F(TK8_6#q2Co$BUf``4iM-Yh#%^|7@2C>@>kA_k#q2L#l8Q;z%((*i5m~jkYR)5NPUaBHs zjx4j8Ae)-mylF@gZ@v9@q?yze(`J!tc8j)}Hx2UHM}YI&zcmsouiyFU+p z09ScNh>uedSm}7b;nlgVCpUmg3|6tQdc-OJd^KNyr0l@WEvxuqro_|Ck`wVMg*0?j zD<&4h-j)}#K3(q`?co{~Tx%sQ|Fwirrkk<(b>jEL}*!RfY>cH_jQ8C*ag ze^(_L!{tS1(t8q?SnIKT0j5v)u_Z7mGY2>EF$&Z@0CX5%;ZR8aA!m6m)aSS|o1#%i za=0{_w|P(HaTY1$ifSqp{VYn9M*<%%VI_~{0nR2>u~a@wwDb}EwS^9xS!(PQfXPZK zlzKV>YS(@6zRT;I__Xb1k58RH44oZf0LXKN1h*ki6WAMje;$HpZkInHrx^^Z$ThFPe3`OlqCW z1^r5L$RoX8e8iSJp7Z4NB&-&s#|}POCBe{CLJj5Jx*E3Nn0i_2FMFzCmay@CsbQ#& z)R&Z;mH3FDdeU2cT|5)Z-$g&@L%jBoOlG}kTEW>p5?uF-8O^>%my06#t_Toa-Lz=TpMF~*CG$(;RnBa8HWB`3URehnYHk^I z4I+70qnG%bitV4Il$w(CO)+E5@C7g|Ftc}hP&VI~OpG;^SZCeoorqDAk>2g{$pZT! zv}b#sLPPuHTq^2JzvXjgBi5o!)4U1A(WvoOdfRA09`aa!N+splN^|Psr@FgX{wj6) zVEHRLHkq?>&5(26z8XPya&^vFb6R0>QAodTo9{_SfG262=*4)ji@vVO>kA)Pa%Tzc zXUVBOpc-bN$lsjZs4gxNJ6f3T60wIeHu`I|;V`aIp$b6~MO3v3+v}Re!HQAo?+YG? zSGHnXwnCgy?J`Wnc)rgy^ZZMKw&n$JemJ?fF*y#OjBgy?bfWbUUtE?juKm;dY{e66 z`nURqekp4HxUv!t$gEo$Y~<2!<_5Q!C?0j$rMynP&$MVr1<8*?r$=!|O;tU(0VU5Y z+Sy8MN$}BhzG8u^xWX+bLEK}H-qk<;*!Iv8%JkCe5!l^b{x-%l^QRYjXLT-0QXM$25nGb#^CH~4cV_+d*3cirr$dk#W2!oYwE zm#?K?Xea0*11(U)B0yHtD$e|)!zcJzmo4E${=?Vy9O2hX%F<^sPywFBfar_8IQv(L1>2xfAOK+ZS1w;tgv|le z{;Rz^KP1#PO$(&~IOE@mvl6BI7Pm*FRy0-?jCZCFkE}Xg5Mv#0_a$i;U~)eAQ-UJq`d68J50B!T65<7OU|K)e3&!-QV!lZAzVFUDW+0w zGtg*J9PLssHIt?wmAyVTwXzxuRX~W?Zq`%3n>ewzW66wVQ#cxcVvMXE)PycnqUhT+ zYLAu;7`XNm>GUi6@={BBR#`qIwh`Ft#$91H%o;K*7gUs52f-NaH!OLfE@UHsLKmme zDhMi4CZV3M2T%8@kGXaCuF!ms=qw}ZHp-%Sz|HP{^G?x36KqxE^7ZR*-R*Ix3kYfs zL`_GP8&fLwB>JMll~>$SCYYn>wxdLYHTiwV9bU)^G`(uZun-}8C;Q)|7cfvWEft?I zr@_DnElN0S$F?`zSWNE0(b5)v_f3b)j&k27wSFn`RLu0v!eF^5M^n2*5z}=oE(RL+ zm=U?&S-VJ{{tMqQ#-MxD9OYS*Rsr$9rP{ZjWjrPln@>r}Gr&r!XmGsObBRRL4y4l%wd!F!%ZbLZbLvqV>S`46c=%LkqRzyatw6BuMlOigdw z6=-8ng8zqlwPQ!oI2Ddns9rE)S6p}>*M*N2_b6=YWG(-CH4T_wh!9SxL6dnFFhMJz zRrH6HoMutRbg;oFZEo|Cu6@JC%u83!OtpyScHsPP&>dcR~J z4gYRhI+0P0@ysSy`q0qn#sPy@Ys_e#(dC5wB>Zw=5(mtpx{AT}hY|pn6P<oRG^psP5#lxSvX)tRb$kTk@DxVC{^iY%AD^f(Jvwyic_Lk`ib25Iy}(FgL!Ug zL_UoZx`Mg7jILv{_p{HdxvM{;Wh}m1YRRv_YA?XQ8Q0B=6D;3)Pb0vcR)|i9xT+|lu6Cm^oS~?mTU+axZ+kErGa$n9miPX9)mD&Y%uGVA?6-_>9U{L)*?%^Dbk);pyZZ>!c17SR z%CB{#z1aPg!*bXNO*JiF7{mGRY9wP0nzg+Zc`YT@$-7J`UdfMIxS2T*w~szCnQJD} z+?mK&HAQ`~!T8YrbNxU(LX7lQiJMB&(RO0{BBSw(7b~O3*JoXfBN^ECG8^1B({ykT zkCIIuE?u8};ePJ@P)Nh|Q@JIbSHCxLuE$jHNe(&AWL0)gp7d`Gv6uBJTNuy+f*qL~ z-O$i*?e5*n&~=$IGqXa}EC523w}}dA)=m|NIh_WFPx_S7y8&wpG^I}Y4c`9SWT*&L zu-CUY2sN>%b=&~r4urZ!0cXBTGO%b=iOMh2`j5|3i+-!l|J=Fws<*`PE6+3Mf|BCB z7UAYg-vtnn-B>@?C_ci*n9NUxhDwAFgK8F|cA6SQ65Qvy=dWc!gbP7=4&Y$^-euK- z?V5+0ez8j@s*9FeL4a>NQEA&8c<|+l;wY|M@z+#XWhOg07RMSfq;%}-@TCav@=4fi zW^%p-@i4$q;;M1kkN)UkkA$rIyj0wYGiurtwI%Tnf~rc|cG=CnkD&J})?(Qn&d=`S z`n*>?Z+nAv;h}2qJ8`RBPr&yQ)a`#Bm$@q==v0>6^|>jxyl9RTqM@fnDFe$yp&o}N zRB6Cgj5G93mE5aTC;1j{{0cv)`JLGC3C7&wZMlqlyZ7xUoXqV52a9m@TwU`=kM_$2 zTX(y0-wY6z$%Qc-z7#8k-(k?i#*9CKp;t=JiUoUcLU^#Q4npMJ38^vUIwiA6ufGO8@uPr3}YLMmA1oJkV z)UJ7penV;$o`|rCSO4SA%XLsb#cZ>`h`z5lT=bCae6IO&iJirGh(j*mGYDH55b*ES zZl-dizY>TWcsNcbPKFAYob)ySUIE|T!q(s9PVt1mm3}vJzHN3YjK)e~$D7o7$bI#E z5qK7=j(Z7ICXnNHk(%81=pLId{&mk(ZFOnu#8Dx;q??ZkSB#cOIB4uv)y`x9FOYj{pAueK*FFB6-zri9%XB1XJL+YjHIekK zR|yh9n(cEA6@3tyTKp1I%4doUG!WX7KmW@#OO(6GqdG3pm(z1M`B}UIQ&x=%yE*zk z_zr-~_`NR*<8<2{lz>-SkAb6*=x8d_v?<8(1_-Yi2GblJfr;H-o5N*Lmo1&WR<4ivSp25 zsulT-&a_lpAy=^dgLf#`8$*NmAYAbwH=UGM~l1vjW{qf?@2z@TNi#k_z$8-JtA&yJMsQVSUX{ur;Ca=kxXVCW; zwr{Y0Fkx<1lUfv3urE-4s*{&ha6WNwUp@6hO5`o|$!Twl&$C#J3-YQ$X#KUFS|TVq zp9u=0yp5QVZT&DUg;=2Te7~E2vHt@v#Ggo(`}OUt?<+!~&I%*endn(|aQ)M~1wL3m zHG8|Hv;^b+7-*IaZC<8eQ(h3FtrrU%IvVq-JMwrC4#A`fd1(f5v+Ln8TYe9&k&?1` zYcswRpZ4RmnWFPIUss!#z#X>}mW%ePa(`T(v;Vxe5?wr0FuVOmnR0^?kgy=@4X6Pu z>G;jhf4$R#v3iA%35BHIQ3LVeqJ8wUaZCH>rQSfDY!#o@?6%q8_u{HIEw;ept`p^O9h=hFn=v(Q$ zt2g~KvaiDNE*ZO)kC->%I54?7%6uW|IK@<~I9Kw?5u$?=!CnuXa8h%@!*tumHSrfs ztnNbAsui;x13-PP^N(fGI(FD=Dq>L|IF2K|GQ*|kquRDa9k@UcNzLUN>L#9@;Eg;UVRj_`R&6!||uPP#s|%nxPA>2I@#|Y!p^kxVA;@JE0%C znX=A&Wvgj_*VgEQ{u#S$DS6fAYWPj}DH`2)4*(|B1INP9&uH^AS0P?2Z6Oy!+}b@{GHpH{cm6*m?&o1{A- zc2NTZC^Ibsl4H(}&AFCvE4_6=Z`yX=DPDo;=qeWQ;d20%hXA5>aACkT6B|6w`-YXX zn2IuC-*!HA6miTrvX`9kkbg%2?AoS9A~i(M9LnD$b5YTwGWbcw$IcQ)jHDZo{JFGotoa8l~pb{({*4U&^Nn`Tk$Agr`B!F z`Z>K$R37c4xq+vhUW+0uHPtVtzQ}Hb0iu_uXHLK-{K95*Mm4MJH%8R-4Q3}g`IFRh zX|@LkMGNfje3p43T3F3=x4=yF>K*bkckcFA1@8uXln^}Rr53ASmeHX zaF4yQIr*(5+bDf+o;1_C9T`SZhXgXbnC)r)S(s?#akL5?$EQ!9Vt8z9Sj}x$_4EZ@ zy^V?S&3v?Kh4%xP+Op*&bJ->P8#{7%&Dfq3c?HX%zm%Q}e69LItL*CV#2j4t?;>n# zF+#7Jy~oE}$oaBNr^@tuZfJeauhHS$*ek%-y7O>E`i;?`%7E9tvEOoTV)eBPr^N(> zA9#VOJe@BI90w$e7ZN^qWU0~}Ib>@5NcJpEeAt`N$}%#^96_C6z^$buQg$z749{~Y znr_=xSxw@aq%03v+fjri6FBH=lIj>czZf9z?{Jt78}a+Fc)`8d{aXb&Jd#0wv-fFI z6Wem=vD#d@HT^f)%%&EyXGh92IkxbmZXEFB(h#|88o3{}k-A!FlpQ7yRGVhjxZ9!n zbVmhm5&+5mrjcjZ_U9L(>U@k?DO5Y2)6Pb5enbcyCYrEZx|TJZvI&9(=mntRI>JNl|l? ztU7nQQuowCK_rBZj(86o?wd5ezdCkJXFaXRXR)LNFuqIOnAo}d_)?c4iOpx%F=oi# z!tQELjZ<$-RFQ+?8{V&w4@fDviZxQ1&(Zl}${T{hN?lv36kCjAs48n)$r2K=9(>mg zr8Y^8t--SKjb4iuvmY}cr$dMDG`svcy@=GGC*rwW-Uh8L)Ku01NTN-1p9L(u@DuOq zBdzhmXu?OkC8Q5sEughW$xjJdpVZ`zfLUJEu|fS2ju3kuPJYY_X{q`)1~yT zqsEt8(M}co%^g5CRG;Q#S=WDjm-DXL@M;54KMRHC`-J&EuXQFP8&m(2D?=$q?DTL zQ3Nmhv{DaUIP;fXIHPB=tj48ZUPySV``%SVsBs>85ji->3gnktE|-nGXoTQH4^rW| z?~>yY!i{IOZ1a?xcCO(vn_=DE#a4@C$^AkT)|@W3(Q8WoG99fEhg+uZN@P_8B!<$e#jMVn@d%P8*)%zj0H0UZJo@a(W!c= z6(h8$3bLGR+UIgV&AVVnP4?XQWy$=@A_ZGU$!Q8zU{|^(!pDdS ztb~bW>K=v7Eh+a>BV+s7MfT(G=!UV`3CT2$T=?oQ>ev9#2^N{lm?-WP;=E_d0+_X< z>+ViJeA22`uV&wbim=by)WI{ZD{t8zF6UO9YhsZ>>gx!Lg)?tMwwnG<^1nE7gb)x3XFvsU1EfpbC;eGl@ z+5A0W%}S?11P`C626`fC{fE4NgIv5MPuHS{PTun!Dbb=>0CRYQWa<#B)4{C)bw$Lpp;OSv%A$3?g_*0UY#EE%gFi)U_f2`l z9OO{pDu{dI)740#!j>i43bKfP05vK8^L2#F=DW85c^y$@tLzUe3da+y@i!;d{ zALons4>Mz^k3X9J&DT4xw1za8+WY$Ya5L&B`(mN49$%1snY0iKJuz=$0#b0zXULV3 z*%Ba}785U7YskSK$ThbXMbLKi8S5hX7wd!DTn~w~06GFq8E3>v56~|ZO!f`VC$G-w zC`CtH_Cyt{Vjq@#HlU3QzwCLJWT#d>jR{gT-*t&mG1p!)rC*T=;uxw$@ zG*&UCCh09mhR!Y=C9k7Mue>+J(gQar`|IX?sHnGYW=Q$cZzpoDRD`o=VzI(0?a*dD z_paqg4d0KK`O<)7h92=jC5Zukkar7RMn3JFZIQLrto0Iz{%xUQ2w&Lo8ExCT5{K;+ zMi@5ZDqIu^L zd9hL=5_#tu9|&~g+sysjR^RCog^9-48V~Y2Dh~4VKYS&~RIC9W-SO`+zJMP-R*nj7 z0T;d}o(#nIFoA5!*R|tSGqD;P15Ai+jR{4~qia*EZu8L#Qk+<=AANFHc8FTNOn-;Y zvbE&Jk`QCxt|!fas_rDxmjpNu<%<07iZqdzd}Y9<>uaLo&;%2_ zwEe!U@vdduq3v-r6y^rXqTMEa#ZE>z~5^v_)F*zBUkFDmkFrSm=X#2upinC;~y zW-(N!dNdce@p;=1@xzc&kGdFD5>(-UJIW9R&IL4QX#5EsC{+-FmVXy$K{X|OTRE7r zi2?eVNyt<#$5qTev5vA{!iF76M^EfN*u5<@yAUS?HIhj0GawZ}uK?K~3GUwpOLmrQ zWky@J#<8oy93p3#0}T&LkZWoBRogp~RJ?Od!CQ6}mug!6k!ND>l|@(uRJop~s`jTt8D7_S<=pYy`i_LZnl@So??CZm#} zD?%HQtYXS^NOD>7h4?-ryZx2nLt(|j5=}RyLG7{xNqmb!0?d`-dOOd@bZhC7t`@2J z*zP-4Y*yWl4VG$~zk`UPxSf2%T#K|zXi8qX;F(c{2UrlzdQzL(XU(=&Xlg6aZW*=u zR|H<8=VfOc^zSrXd|PX|x9RvXU(epABp=&alwCY6&GewcG)MZI}59b%xXTo6@pa4~U8-#Ifj7%nlO!WCoL;>=VwWe_AF`sS_cpUUHy zJ|>Ejt@St;NG@udZ9HaWmx@okH$ESCxbQ(X4KwgwG51Z`U}vV!gNc|EE9hE;a9Z~T z>MgvRc0Cgy=hifxzWMmxP<*i4FY}rS;9X=szEntGI5^s;G9C&Vp$`6%qI{@?}^pmfMu=IXMW~D@DlE@VOE+5h6nUz9M6HEi0o6d zxUWJOgNtPd)oBB>m7C^ z31Uqvj3+v16{0PO&UP@CvW-&85G=QQLbsB@Tul_DS~S)!A`-;>$VJ%9p*1mr&;A}8 znL^7wy@(1a4K?nMmB+6!F(3rdYx}{_pCV@d!@MTZo!NT7-m?6BWy(6F*yc#nj`Ty1 z`f-7`s5jn?&#+%gB)(C8H_Wni{^p<7AstA6j<-M&VyO4fRzX3Le&{c$)EGA6kpVMw zN5i20+n#TGs7i~Gdye!rEyA?S*JWvKm_`o{LoO)_1T4^;tEMIk#wCe^c{ha<9E+{% z)}d(HoT&u`n$`I-N#=4}mpe1TyQ>iLEXEWKacR9<#ihJp;;1B%l1RAmc5cP8^|6^< zdw)iWLB!#ZjsAVCgySUqNa3$U5p!+)`=@+y_L|wLB+HT$HFBR&M+J66)*JIeEPB@- zE}El*K9Jm6Mc=m#Z#2Gr{$0-cQzZv0Ck}LA%m^3M54@E7?D}Np-cM7s8|S^+UC)<- znd_^|DsJeY9rssh6B_SkJrkfVb($tVCP?ljVFj?PkDUu>+K<&|wx-^$K<(}&cOf}9 zvlz9Wx37Am^n?9tgQO zby4~qcSR$ThKQPzcjC}>GLsnTkB!rhA_uQ^^!53`#G>1CuLKu^gRarq5LQ27Xr zr|GD&UJuQ#gx;|4q8QO;WGjXEVqtL9(I-LE?QUF*KLed!F$=Pdo69XXzF>4&*X8lF zi_TuOma~4e^`=<=5{7ua*ZTn$hw9E}m(P!_-=$wmEhVjvu&W+>{vw~y60aRsjQ|6W zm43~(3SIK+#!J_bv(H*`lh@{OF4%p*eRbVCx0%3vKb&~}l0iYQTFQf3bN>_G8~6nB z<9m61N7A$sk=yBCBit`-7N|dyUFG~LvT%I&NI#pC3-zgPvvA2{?G^0{@tEhTNkrnx zk5N9Evirsb_E#+ozSQc6_WmHDo?!bKB%wx#ftN+MHhTHZ$#GugCmem^sVgO|{QnZ* z0sBr-UPDG z8;H6ns?yPS;#-SxvrOH%h;iJvbM#Ei$3^toK2DR|IpZ9aEn&wIPU@e=_3PDjHD(+s z$~Hb~dq-m%$M@VmpH!v9Z>_uh>1u099U51rXX%_;ef)|6Yj$UQw9q(1<*8ZBxo7MA zp$i!<>yku}UqK7j%MQ-ikBY5_*4k5N_l*dvlGB(}~f#-dw1y8WByleZU4MIRY!V|NK$l#%y8sj|j> zOq*`W);VwEgSXi}Cta056jO51@eg5Fmt-qvBkBt54`s-u$em>zLw_j0iD=L$ypiQ3i*5gU*eCb7&tLX?dtBgk9 z{~T4p`~Un{@i3wXwjMnJQo*|R+ z9{L+MnigG#2(Si4HeSOxm*86rz&3YZNW}Tdk-5I+_H|))`Ppkv=(kXqrmy>MMF2{p z%{Sxk-nmp9pjb;em?N@(9v8FZ}l(WqkTQB+OgyLNQf*0YC;i;Z|sM}Af zs7&WBW3IU*xt#y~yOOT%YX0kjiV7->kjO~VIRk{4C<{H-Jj!F^@CBY3m^}#oA9q*j z^nxxd89$o)j#Bh?W=|R37u##ZrGwXs#T++PoD&IlN+L`+jLbD_znNxr=+aSNkeI{L zE$V+XK=jtI^8G^Iy@Cp9|IIhOrlh8#=Nk1x2Nqen5AH!DkoYK{0#odIrye?9f*z=C zJtj6BB+kpGGto>MQFU*EN=YEmOz&TF7@#n+G^{lBjS%zgRyE_OdS3fFcD&vj3xkka zpnJN~6PE}R<2@lY#UCEzew=_*3C%kK*nOk_Hs^*$Iy4)Y>h#G3OE(CsiDk7Kj+-KuQ*E79g{1)cn_9=OE(*p zrD3X~zi%WDZJ8p^y)SxiL<_Z>+-JqKkldKC>q)QEzN{g&nxeTeXG2fdV5X{;?ABHh zPW=XK&(JSWPc55<^d8UR9(`n*)qC_A4)aGQj3J}!?0ux`Wy#UbVBU)sVxhGftexuE zhc{lldX)lA$a;EufZ?1iHb5)0x)Qn#MkF;5DI=o!SButPzvLeYpSjS)^8*@LI1B8k z%;jJePCy-aXm3{UqF;nkzK+BKR(7!%G`xdu!vi|qKL1?CFp*~xk<)?Or(PEc4O|Tl z-Bf7RsM7p2M{s)ZBE z$!W#hS3l(1()w^^!>0n-T5zoF{r5(onK;~U=>mm>ET9O6k==&|2A8f}@m?M*9;6jL zX}GL7mXVfFmt8#K2UAuKg#Lncu#*4n70P7POYwf+HR!FZtZW_33-p2(mikjaLituJ zHXo_0`@lpe^8Wt*z0JgvueO)})pZuK4F7()B%{jC)J}cSG^>SainpKDV7S2GFVX067l+yhPu;#F8SR)6ClU+|MlayY7P#3 zdiwe*AK`>OfBvJ#>2c%#&qM#;E-dTS#5rgN@IPPIk!JV*53m1a?<+9Lgr(Zj|NBAz z#~;$dNHfy^`C@K3ZMpJ4KKS49{cfTWH?%4EUTnHmT07|d{rwWq@u6X1Z$W$>CJ2!) z_GVj`2f&OeVnaj2xzXzC>e$r}F_x|{fw^QUzcnN@^v&L$L!4z3xdY64x+W85wC-S3 zT)aEo@RExHu@evD_%8YS`btYn*YxG-=Q*tFaq;qIQG}P1M_O?(BxWiEsV$i#$OjUHaL*qD;(nON^OGhb~D z%t}f+bAgQQ9-`{W$$gW=y!D{9(KmIr%*M%#VXF~yQ`1J6vWW%tGB7^1bNbaSvI}Il zG`#M6;vl`wp;=4A-F6|Y@BK@woG*$82hmm&Moh9fXMXt06=-3t(L{YHmAqC|Yxm~o zT@2ev;#(+;sof~)Qk*ei_Dj|T_jKHSKNw?dOc38hy*4zg_2;Pax!cBv1-JI2t*vP~ zN;gQ@dB?>r`EM1@dBy@oFy z!_iLPZGvgZmarare?Hy!@$-9NXUD@{GKT4Lw2jghVO7paV#u+ho1&1N=wv}XV!hGf zCc6HT(&Wl7m`mRem58@;M{FS{Iek~4wY^;mfDs!3KtF&W#Qd&7huhHR@#2*$ zY0q1Q!zodSZ8Yv>dl=1m=E4CN88eJa?oer>;0vY8@xF% zW0(rYI%$iT^TeJ$eVBXp#;i+!B}4lAN9j177d_g#jC4(! zn|n<_Z~28Gr~mt_$?B6Mj+Kf{g#hxqIHHGZSf|%JT1^XXM9_Psk`IZA!SFTxlj9?r zH1s6xiI4lyqHZ*=In5V^ct6BR2o^bD#>2x~8!*nrPA}YO352D<3b_I@f^&_7y~B#2 zbnsKkv$nef|9nD=2Wf+&?t__3~yo*ZA{9dV#XE+|gG7LTK14HM}O zjXXds9Q<#Jr{csO3J0|Wk^X_4ORR-wj=9g8fYB0;^)JCqo~DpJKt7bwN}i&SOu2N| z;MY9^gB!5_Jz-NNL8r*v${h;!inRxb(^CTDjF-Fo!;F~&gz8BZk!!MwCSJ-r(j#TpsS_JhIf*}n{`?l*4piU9E&w3)!^oxOL z(9-TOwo6%7)-NJ9mem#1G#nnrOV4eTrbq?LI#ueFt&}as9Ups(9^QvYyK|({`H03p z4N>oATCnI=i1Gsk^`Z2=#%+E)n}qSq;gJ!wQ{{E4S6uoDsj-c7uJfKsCL%;jgT;yi zFdVImYk3{Hp`Gf#l2w2xz`uvQ35N`)zhw0vGFBh8{732A%)d|gx>Qm^LL$l#W^};) zN2=)PpOQl9KKgtx=G!3odsDu4^7Wxf5C1&ixP>G|Os}m^Vdca5UnF`_ze(RZM(3ki}dpj-$*y16WC$3&>Mr~F$ejTzXEkA-=1DlHDj2ZpCuKk3i@JjR$>xwM9ldJKw^f;7{d) z(q>vgGwq4NzkWR&azih_G08NM)nnn{kWy9sK=%8|LnvEOQE}M(&1(r`B*&2<=$WPY z`}qU{PV0?VZd;7qL&(QQyegL%n;&3ED=OL_xEL9+VAMS0Je%IQ@gr~%TJ2*$D;MkS z06|%@WOm4&nwdF;$)V@|?bm;<6?eJ9*sX6G*`Sybx<+T)6NzNP);gqUGlrC3{>P&Q ztq}oQqebc4EV)NMVtr0O9B;LoV^#+h(){3F+&{|>6M>t7vpK(2{Jl-!0tU1+Hu=vL z{kvL-BD&2_eElD-aJt(6NLbR8`Z=F)L`4;7rMS8Z8o5syC@2ISng55B!g>uwi-XPH zxBP!`5N#bD8XDk}3BmMg_Fw`y&T<7}2G2MI%cKg`hl1v51_wbcXhVDYIjk|V4C6S%G>%)7#P40F*_NITEhDZ3@;;1cEQ@=g2Q$P?DV|>Hg68g%HxB@ zJ+AXW&p(U@#9C%j}Pz1?qU9%IDl@w9o^k8PQv;J2K>H!`BKBJ z`eudZE|1xe4;W2s`%%~8t}7JTH+@;z*$F{+*PvIcgHM4Cn5_K`JUsvc1cfKGjb$h9 zPy}Ll0L+{=597u|Vq*MYigDHu@ILG6)?hk4-Sz9WlQzrCX2He75HwsQBb(W#y7Jm; z60@O&8{?&ADRDq4&L<&u*xjFRV>>5wD4d!MC`kb6@K~X~`<5HLsb)rH@V0_sE$bsM zGbvzTyvHZkJCz64oC(Z^pWIrOSE9-dJ#V8d8Xs%H4$pA_3!qg`YL6^K$pj0cZq%k| z?t&|2(Wrvxm7EekxdyG2!a`DbAyGFt8kR5_m7bUP3X#a(Cszt^-S{ofOdwj#iV+dd z+rAO6{=>pqO%UHkt!+nNS}J`XS0et4d#Zs^FXwrohGmyL?{n}69Hv60v=r#|a;`J6 z-}?%J{V?aOal#p9|G$=z?qB-ya+FW$``qThXYGFvF|JsPGQOSzMlw4)8@gQ2ZRns! zr-t6pn3PeXpao!_?PBkzto&WZ9Dtot>{mykxeSSesQBL^BT-wm^)wz+sJXd`Amh7` z9)a2`4Mb$JdN2}NOiu2Cj@$lA5DYpI5t{k=`I6}mns3cc9uuPygq@e%tG7DkE|HSH zi;ljE`0_9Ynouj{<=o2cNf@auuBD~*XZUv-S5EP$8zpe8o1kfbkmKge^S!lk$ZR*D zbls_+*q7b(&C;!Q!zd#=1kdyeJl*u{Y?ac&1wPva5*q>P&d$!b;~dmtD6}ZIX(n7? zfk&(B15WSt2MI|LuqTP(!3>jrEq$*Hc3Rf!LC!i%WPSjZ4B+Avp4=jVm9%_^dFp{U z_{nu^)oVXYo~6i{zl z|B5L)0aaKq9sL3_L4_&7fzBfEiL}ha_4Rf2JUwh=on1hl9UywM1j|1GZbBpZtGGAt z{A;*}E-+ex=Zl4Lyyh*6)K0Ogeyw56t$5qnsr)ceWO$K&1S>v+aeRXhD0k zKf}{sxN=fc8MG{Fv0ob*)q$6xq^$f__v8R|mGjxXXB2GVVI^P@yh}>>hMX3&5wo_j zxtV9w!=hzBYztu=geQ1f^+)NYrR2~koPG5k6lz`E7#a>gYn?NG0aQS#c+1@g#5O;G zctQ|~dt|{MJl|m*XkL9pmRqrbha5jozj@$<-6?0BoxKCRT2Km_$YQPN5euU%u0+k1 zzK0M5_7crq(8xlKj8@1uFIfkI2R8;z8v?hj_vr_Ze{UD5FR`5bW{hG-bNyZIP!3CM zX9$^Ygl^#f*XsQhhAOJN;y?cJ6qrDv1R`|>VB{JfD+<56L@!wquW;(L(5-WSdDeb6 zq6wm*|8R6p#p)k9kevWOX)WzfiOPd(9UUDQ7~w5|9Pdo)t11mePR@-{pFLY<)T3gh;PP0g*PLuX~8`p)nrW!D?t|Ar0?4q%_5Wg4h{}u z6d56%Rb>!3$A2lEi81Ch_;q#2vYGmH#GQmcSw^46endl$PPaY8juUXSVntrVP6i|n zL59K{uLrxQ55IU?X3gd@|2gUzXf+s6oQ1kad(*eogh#(AfE=c$Z~(Q@6CBE`=9SxI zWNhjlft0*@M+e(JzP{(RCWRjnt0juKB96fGKQ1b!zH z6b4Xmc?MS16dpb#oNAd#tw_DO4bAr2EcFm$^0UWL19d3)q{zc zp#bcc561j0=fbtC2G9soSkJaKw#5sc@%f1CS#bzA5XT~1+VLOlzJtWwr-~jDTYjKs zkd2Lq#xw<)KQ>HAM1;u#bd6)2>fg|3?Nkt4eC6O~WRUO4qW{J>h=$`Q!?6ZQLl6RY zK)l@kh?K=-J)mf=_V)IshbfgxN=l$HpG3|7{0W1?zG0tlb-8>+%i_#?0?L`(FV3l|TF8_Q_&>zsfXOk|+C8+dVEiO8I1#C-)o(%DOtG+ofJu!Y!ESwMR*Cp; zZmQBn4kfF=*+h35*ow6<)y)rR!2QA2;JRTvb0_eLM8ae_qh^LWZUXl$?> zRQ$@HKd_|OX@PAP6xkcYV$&`ov7Y(0{;EqD&&HjbhX>Q6_4?kCOkhcGu5R%A_c%y` z$6>oit^6SxqQ;3@T-pX?Rtnhj{hMKgZ&tG4I~deVR)ruF=#vWg#X2 z9Xg;FVJsOY288}~E4(9EjFvYoA$GvRuv-Pbp!XVdU3kV5t0HO-eFS>DgJ9>>(_)4i zr(X*1b;P;2SB2LE_5gW8h?@2SZ-E0uz|Y^`a>Q}A_8BLFCt2^)`}!a|^;CRdr_JX= zgjdnXV3gAlUxmO4r?&m?Ui|y#>GDPH=-UgzZd4O!{>)uC*-3{wXQPWfxyqEl*TiU) zGwwHZ3_q@qY(uPi36!h@(x5d@g*b1lD+h3;0MG2e^XS z@RPgSPbPI#@zh);rB)+atO2~n@z%UY|1uTB$W^U@?+Q~vTPKGK47(UGc2HpqstBOl zhWXJrojjZw#dZ3-zg`C85gg(l{SovI^d>;Q0;oR}QdhS5vnk0?mzKF=$%+e7^H@3AhZ9^(DH-&rdEF#V#Qub6#YB>T+Pp zJmjnWuW&SNwu=S>5PzMUo3u5G!(L;>;|vz3<%Ib71ck5@*A0a@A0%++=jUf;Wv$Ez*$K&$HA)UOi~Hh+aGj~ z`tKT7P`U$_b&o*q(^i{UXFm~ba-mKCxRW4k;O#A_URxQweAk@g>GNyZ82pY~fRlBm z=h_)AyOu$c9@024xXA-^81US}g_dizLY*%HoA66#8mD^!Cz*mGB4%6x-sqGGY)4*N z7rT3xPc?Af<|VMBHx)RVumm_#o_VN+6EvP_d(Qqs`SER^%VU5S&`xF8@i+h7ot;j{ zz5*l43pmI=t+oz0@pK8;L|&SDdK#g*wo0~d zZdBpi(rb}HPEJiJCQ?`V4yu|yI(7Q=g?I6^J+eMuH3fGOyJ=SU{87O_KRoMgsuMa=ks}QVC+u= zj`%GB)`4F9wqF7+$eG__{milW?H^fSCF5r8U&!jbZs9jG4bR5&#wsWOgX*CzlP|{u zqyH^%>;c$FJ_j7zhKx%A$HL{>m;VPQr1bf5!1R(C(+8hM0*=IfQz;d zOZNl2HjsuYVys<5Lt_FcBV~Sga4@K*W{-%RoZi=WccXWGyOq5ZG-Wk&xdx~_lVJrl zWY;B}F#RJNZ16-f>&R2D4R}p1NC(E=q}4{kz&ucX=jc<9?wG^(4OyM%DSH0v2Q{T+ zEpIPSVa;Fnun*X#I%Rt2BkG7@=7SdiP;JVe*5Uc?KO^7S!`JK%ooxUB literal 0 HcmV?d00001 diff --git a/scripts/churn_course_dist.py b/scripts/churn_course_dist.py new file mode 100644 index 0000000..2a59c96 --- /dev/null +++ b/scripts/churn_course_dist.py @@ -0,0 +1,72 @@ +#!/usr/bin/env python3 +"""流失用户最后一次完课的课程分布(按 Unit 汇总) +口径:对 L1/L2 流失用户(最后完课距今>30天),统计最后一次完课所在 Unit +""" +import os +import psycopg2 + +PG_HOST = "bj-postgres-16pob4sg.sql.tencentcdb.com" +PG_PORT = 28591 +PG_USER = "ai_member" +PG_DB = "vala_bi" +PG_PASSWORD = os.environ.get("PG_ONLINE_PASSWORD", "") + +conn = psycopg2.connect( + host=PG_HOST, port=PG_PORT, user=PG_USER, + password=PG_PASSWORD, dbname=PG_DB +) +cur = conn.cursor() + +level_ranges = {"L1": (333, 581), "L2": (55, 331)} +shards = list(range(8)) + +for level, (ch_min, ch_max) in level_ranges.items(): + union_parts = [] + for s in shards: + union_parts.append(f""" + SELECT c.account_id, r.chapter_id, r.created_at + FROM bi_user_chapter_play_record_{s} r + JOIN bi_vala_app_character c ON r.user_id = c.id + WHERE r.play_status = 1 + AND r.chapter_id BETWEEN {ch_min} AND {ch_max} + """) + + union_sql = " UNION ALL ".join(union_parts) + + # Get last study per user, and the chapter_id of that last study + sql = f""" + WITH all_records AS ( + {union_sql} + ), + user_last AS ( + SELECT DISTINCT ON (account_id) + account_id, chapter_id, created_at as last_study + FROM all_records + ORDER BY account_id, created_at DESC + ), + churned AS ( + SELECT account_id, chapter_id + FROM user_last + WHERE last_study < NOW() - INTERVAL '30 days' + ) + SELECT + l.course_unit, + COUNT(*) as cnt, + ROUND(100.0 * COUNT(*) / SUM(COUNT(*)) OVER(), 1) as pct + FROM churned c + JOIN bi_level_unit_lesson l ON c.chapter_id = l.id + GROUP BY l.course_unit + ORDER BY l.course_unit + """ + + cur.execute(sql) + rows = cur.fetchall() + print(f"\n=== {level} 流失用户最后完课 Unit 分布 ===") + total = 0 + for unit, cnt, pct in rows: + print(f" {unit}: {cnt}人 ({pct}%)") + total += cnt + print(f" 合计: {total}人") + +cur.close() +conn.close() diff --git a/scripts/churn_lesson_chart.py b/scripts/churn_lesson_chart.py new file mode 100644 index 0000000..ab1afb4 --- /dev/null +++ b/scripts/churn_lesson_chart.py @@ -0,0 +1,119 @@ +#!/usr/bin/env python3 +"""流失用户最后一次完课 Lesson 分布 + 折线图""" +import os, psycopg2 +import matplotlib +matplotlib.use('Agg') +import matplotlib.pyplot as plt +import matplotlib.ticker as ticker +import numpy as np + +PG_HOST = "bj-postgres-16pob4sg.sql.tencentcdb.com" +PG_PORT = 28591 +PG_USER = "ai_member" +PG_DB = "vala_bi" +PG_PASSWORD = os.environ.get("PG_ONLINE_PASSWORD", "") + +conn = psycopg2.connect(host=PG_HOST, port=PG_PORT, user=PG_USER, password=PG_PASSWORD, dbname=PG_DB) +cur = conn.cursor() + +level_ranges = {"L1": (333, 581), "L2": (55, 331)} +shards = list(range(8)) + +# 中文字体 +plt.rcParams['font.sans-serif'] = ['WenQuanYi Micro Hei', 'SimHei', 'Noto Sans CJK SC', 'DejaVu Sans'] +plt.rcParams['axes.unicode_minus'] = False + +for level, (ch_min, ch_max) in level_ranges.items(): + union_parts = [] + for s in shards: + union_parts.append(f""" + SELECT c.account_id, r.chapter_id, r.created_at + FROM bi_user_chapter_play_record_{s} r + JOIN bi_vala_app_character c ON r.user_id = c.id + WHERE r.play_status = 1 + AND r.chapter_id BETWEEN {ch_min} AND {ch_max} + """) + union_sql = " UNION ALL ".join(union_parts) + + sql = f""" + WITH all_records AS ({union_sql}), + user_last AS ( + SELECT DISTINCT ON (account_id) account_id, chapter_id, created_at as last_study + FROM all_records + ORDER BY account_id, created_at DESC + ), + churned AS ( + SELECT account_id, chapter_id FROM user_last + WHERE last_study < NOW() - INTERVAL '30 days' + ) + SELECT l.course_unit, l.course_lesson, COUNT(*) as cnt + FROM churned c + JOIN bi_level_unit_lesson l ON c.chapter_id = l.id + GROUP BY l.course_unit, l.course_lesson + ORDER BY l.course_unit, l.course_lesson + """ + cur.execute(sql) + rows = cur.fetchall() + + # Build ordered labels: U00_L01, U00_L02, ... + labels = [] + values = [] + data_map = {} + for unit, lesson, cnt in rows: + key = f"{unit}_{lesson}" + data_map[key] = cnt + + # Get all possible unit-lesson combos for this level + cur.execute(f"SELECT course_unit, course_lesson FROM bi_level_unit_lesson WHERE course_level='{level}' ORDER BY course_unit, course_lesson") + all_lessons = cur.fetchall() + for unit, lesson in all_lessons: + key = f"{unit}_{lesson}" + labels.append(key) + values.append(data_map.get(key, 0)) + + # Build x-tick labels: show unit label at first lesson of each unit + x_ticks = [] + x_tick_labels = [] + prev_unit = None + for i, (unit, lesson) in enumerate(all_lessons): + if unit != prev_unit: + x_ticks.append(i) + x_tick_labels.append(unit) + prev_unit = unit + + fig, ax = plt.subplots(figsize=(20, 6)) + x = range(len(labels)) + ax.plot(x, values, color='#E74C3C' if level == 'L1' else '#3498DB', linewidth=1.2, marker='.', markersize=2) + + # Color U00 area + u00_end = next((i for i, l in enumerate(labels) if not l.startswith('U00_')), len(labels)) + if u00_end > 0: + ax.axvspan(-0.5, u00_end - 0.5, alpha=0.08, color='orange') + + ax.set_xticks(x_ticks) + ax.set_xticklabels(x_tick_labels, fontsize=8, rotation=45) + ax.set_ylabel('流失人数', fontsize=11) + ax.set_title(f'{level} 流失用户最后一次完课 Lesson 分布', fontsize=14, fontweight='bold') + ax.set_xlim(-0.5, len(labels) - 0.5) + ax.grid(axis='y', alpha=0.3) + + # Annotate U00 + ax.annotate('U00 (体验单元)', xy=(u00_end/2, max(values[:u00_end]) if u00_end>0 else 0), + fontsize=9, color='orange', ha='center', va='bottom', + bbox=dict(boxstyle='round,pad=0.3', facecolor='white', alpha=0.8)) + + plt.tight_layout() + out_path = f'/root/.openclaw/workspace/output/churn_lesson_{level}.png' + plt.savefig(out_path, dpi=150) + plt.close() + print(f"Saved: {out_path}") + + # Print top 10 + sorted_data = sorted(data_map.items(), key=lambda x: x[1], reverse=True) + print(f"\n{level} Top 10 流失 Lesson:") + for k, v in sorted_data[:10]: + print(f" {k}: {v}人") + +cur.close() +conn.close() +print("\nDone.") diff --git a/scripts/churn_lesson_split.py b/scripts/churn_lesson_split.py new file mode 100644 index 0000000..cacbfff --- /dev/null +++ b/scripts/churn_lesson_split.py @@ -0,0 +1,108 @@ +#!/usr/bin/env python3 +"""流失用户最后完课 Lesson 分布 — 拆成 U00 和 U01+ 各一张""" +import os, psycopg2 +import matplotlib +matplotlib.use('Agg') +import matplotlib.pyplot as plt +import matplotlib.ticker as ticker +import numpy as np + +PG_HOST = "bj-postgres-16pob4sg.sql.tencentcdb.com" +PG_PORT = 28591 +PG_USER = "ai_member" +PG_DB = "vala_bi" +PG_PASSWORD = os.environ.get("PG_ONLINE_PASSWORD", "") + +conn = psycopg2.connect(host=PG_HOST, port=PG_PORT, user=PG_USER, password=PG_PASSWORD, dbname=PG_DB) +cur = conn.cursor() + +level_ranges = {"L1": (333, 581), "L2": (55, 331)} +shards = list(range(8)) + +plt.rcParams['font.sans-serif'] = ['WenQuanYi Micro Hei', 'SimHei', 'Noto Sans CJK SC', 'DejaVu Sans'] +plt.rcParams['axes.unicode_minus'] = False + +for level, (ch_min, ch_max) in level_ranges.items(): + union_parts = [] + for s in shards: + union_parts.append(f""" + SELECT c.account_id, r.chapter_id, r.created_at + FROM bi_user_chapter_play_record_{s} r + JOIN bi_vala_app_character c ON r.user_id = c.id + WHERE r.play_status = 1 + AND r.chapter_id BETWEEN {ch_min} AND {ch_max} + """) + union_sql = " UNION ALL ".join(union_parts) + + sql = f""" + WITH all_records AS ({union_sql}), + user_last AS ( + SELECT DISTINCT ON (account_id) account_id, chapter_id, created_at as last_study + FROM all_records + ORDER BY account_id, created_at DESC + ), + churned AS ( + SELECT account_id, chapter_id FROM user_last + WHERE last_study < NOW() - INTERVAL '30 days' + ) + SELECT l.course_unit, l.course_lesson, COUNT(*) as cnt + FROM churned c + JOIN bi_level_unit_lesson l ON c.chapter_id = l.id + GROUP BY l.course_unit, l.course_lesson + ORDER BY l.course_unit, l.course_lesson + """ + cur.execute(sql) + rows = cur.fetchall() + data_map = {} + for unit, lesson, cnt in rows: + data_map[f"{unit}_{lesson}"] = cnt + + cur.execute(f"SELECT course_unit, course_lesson FROM bi_level_unit_lesson WHERE course_level='{level}' ORDER BY course_unit, course_lesson") + all_lessons = cur.fetchall() + + # Split into U00 and U01+ + u00_lessons = [(u, l) for u, l in all_lessons if u == 'U00'] + u01p_lessons = [(u, l) for u, l in all_lessons if u != 'U00'] + + for suffix, lessons in [("U00", u00_lessons), ("U01+", u01p_lessons)]: + labels = [f"{u}_{l}" for u, l in lessons] + values = [data_map.get(f"{u}_{l}", 0) for u, l in lessons] + + # Build unit tick positions + x_ticks = [] + x_tick_labels = [] + prev_unit = None + for i, (u, l) in enumerate(lessons): + if u != prev_unit: + x_ticks.append(i) + x_tick_labels.append(u) + prev_unit = u + + fig, ax = plt.subplots(figsize=(14 if suffix == "U00" else 18, 5)) + color = '#E74C3C' if level == 'L1' else '#3498DB' + x = range(len(labels)) + ax.plot(x, values, color=color, linewidth=1.5, marker='o', markersize=3) + + # Add value labels on top of each point + for xi, vi in zip(x, values): + if vi > 0: + ax.annotate(str(vi), (xi, vi), textcoords="offset points", xytext=(0, 5), + fontsize=6, ha='center', color='#555') + + ax.set_xticks(x_ticks) + ax.set_xticklabels(x_tick_labels, fontsize=9, rotation=0) + ax.set_ylabel('流失人数', fontsize=11) + ax.set_title(f'{level} 流失用户最后完课 Lesson 分布 — {suffix}', fontsize=14, fontweight='bold') + ax.set_xlim(-0.5, len(labels) - 0.5) + ax.grid(axis='y', alpha=0.3) + ax.yaxis.set_major_locator(ticker.MaxNLocator(integer=True)) + + plt.tight_layout() + out_path = f'/root/.openclaw/workspace/output/churn_lesson_{level}_{suffix}.png' + plt.savefig(out_path, dpi=150) + plt.close() + print(f"Saved: {out_path}") + +cur.close() +conn.close() +print("Done.") diff --git a/scripts/churn_rate_l1_l2.py b/scripts/churn_rate_l1_l2.py new file mode 100644 index 0000000..91b7f0f --- /dev/null +++ b/scripts/churn_rate_l1_l2.py @@ -0,0 +1,72 @@ +#!/usr/bin/env python3 +"""计算 L1/L2 用户流失率 +口径(李承龙确认): +- 分母:历史上有过学习行为(play_status=1)的用户(按 account_id 去重) +- 分子:分母中,最后一次学习距今超过 30 天的用户 +- 区分 L1 和 L2 分别计算 +""" +import os +import psycopg2 + +PG_HOST = "bj-postgres-16pob4sg.sql.tencentcdb.com" +PG_PORT = 28591 +PG_USER = "ai_member" +PG_DB = "vala_bi" +PG_PASSWORD = os.environ.get("PG_ONLINE_PASSWORD", "") + +conn = psycopg2.connect( + host=PG_HOST, port=PG_PORT, user=PG_USER, + password=PG_PASSWORD, dbname=PG_DB +) +cur = conn.cursor() + +# L1 chapters: 333-581, L2 chapters: 55-331 +level_ranges = { + "L1": (333, 581), + "L2": (55, 331), +} + +shards = list(range(8)) + +for level, (ch_min, ch_max) in level_ranges.items(): + # Build UNION ALL across all 8 shards + union_parts = [] + for s in shards: + union_parts.append(f""" + SELECT c.account_id, MAX(r.created_at) as last_study + FROM bi_user_chapter_play_record_{s} r + JOIN bi_vala_app_character c ON r.user_id = c.id + WHERE r.play_status = 1 + AND r.chapter_id BETWEEN {ch_min} AND {ch_max} + GROUP BY c.account_id + """) + + union_sql = " UNION ALL ".join(union_parts) + + # Aggregate across shards: take max last_study per account + sql = f""" + WITH all_records AS ( + {union_sql} + ), + user_last_study AS ( + SELECT account_id, MAX(last_study) as last_study + FROM all_records + GROUP BY account_id + ) + SELECT + COUNT(*) as total_users, + COUNT(*) FILTER (WHERE last_study < NOW() - INTERVAL '30 days') as churned_users, + ROUND( + 100.0 * COUNT(*) FILTER (WHERE last_study < NOW() - INTERVAL '30 days') / COUNT(*), + 1 + ) as churn_rate_pct + FROM user_last_study + """ + + cur.execute(sql) + row = cur.fetchone() + total, churned, rate = row + print(f"{level}: 总用户={total}, 流失用户={churned}, 流失率={rate}%") + +cur.close() +conn.close() diff --git a/scripts/fill_leads_sheet.py b/scripts/fill_leads_sheet.py index 2e74728..3f3db30 100644 --- a/scripts/fill_leads_sheet.py +++ b/scripts/fill_leads_sheet.py @@ -58,17 +58,18 @@ U0_COL_ORDER = [ ] # 列映射(0-based) -# 注意:B列「微信昵称」由销售手动填写,脚本不读写 -COL_PHONE = 0 # A: 用户手机号 -COL_NICKNAME = 1 # B: 微信昵称(销售手动填写,脚本跳过) -COL_USER_ID = 2 # C: 用户ID -COL_EXTRACT_DATE = 3 # D: 析出日期(手动填) -COL_REG_DATE = 4 # E: 注册日期 -COL_CONVERTED = 5 # F: 是否转化 -COL_CONVERT_DATE = 6 # G: 转化日期 -COL_REFUND = 7 # H: 是否退费 -COL_REFUND_DATE = 8 # I: 退费日期 -COL_U0_START = 9 # J-S: L1-U0-L01 ~ L2-U0-L05 +# 注意:A列「序号」和C列「微信昵称」由销售手动填写,脚本不读写 +COL_SEQ = 0 # A: 序号(手动填,脚本跳过) +COL_PHONE = 1 # B: 用户手机号 +COL_NICKNAME = 2 # C: 微信昵称(销售手动填写,脚本跳过) +COL_USER_ID = 3 # D: 用户ID +COL_EXTRACT_DATE = 4 # E: 析出日期(手动填) +COL_REG_DATE = 5 # F: 注册日期 +COL_CONVERTED = 6 # G: 是否转化 +COL_CONVERT_DATE = 7 # H: 转化日期 +COL_REFUND = 8 # I: 是否退费 +COL_REFUND_DATE = 9 # J: 退费日期 +COL_U0_START = 10 # K-T: L1-U0-L01 ~ L2-U0-L05 # ── 数据库 ───────────────────────────────────────────── PG_HOST = "bj-postgres-16pob4sg.sql.tencentcdb.com" @@ -304,7 +305,7 @@ def process_sheet(sheet_id: str, sheet_name: str, dry_run: bool = False) -> list print(f"处理 Sheet: {sheet_name} ({sheet_id})") print(f"{'='*60}") - range_str = f"{sheet_id}!A2:S" + range_str = f"{sheet_id}!A2:T" try: rows = lark_read(sheet_id, range_str) except Exception as e: @@ -424,22 +425,22 @@ def process_sheet(sheet_id: str, sheet_name: str, dry_run: bool = False) -> list for row_idx, col_vals in sorted(row_updates.items()): actual_row = row_idx + 2 - # 分开写入:C列单独写,E-S列一起写,跳过B列(微信昵称)和D列(析出日期由销售手动维护) - # C: 用户ID + # 分开写入:D列单独写,F-T列一起写,跳过A列(序号)、C列(微信昵称)和E列(析出日期由销售手动维护) + # D: 用户ID if COL_USER_ID in col_vals: - lark_write(sheet_id, f"{sheet_id}!C{actual_row}:C{actual_row}", + lark_write(sheet_id, f"{sheet_id}!D{actual_row}:D{actual_row}", [[str(col_vals[COL_USER_ID])]]) - # E-S: 注册日期 ~ L2-U0-L5 - e_to_s = [] + # F-T: 注册日期 ~ L2-U0-L5 + f_to_t = [] for col in range(COL_REG_DATE, COL_U0_START + len(U0_COL_ORDER)): val = col_vals.get(col, "") - e_to_s.append(str(val) if val else "") + f_to_t.append(str(val) if val else "") if dry_run: - print(f" [DRY-RUN] {sheet_id}!C{actual_row} + E{actual_row}:S{actual_row} ← ...") + print(f" [DRY-RUN] {sheet_id}!D{actual_row} + F{actual_row}:T{actual_row} ← ...") else: - lark_write(sheet_id, f"{sheet_id}!E{actual_row}:S{actual_row}", [e_to_s]) + lark_write(sheet_id, f"{sheet_id}!F{actual_row}:T{actual_row}", [f_to_t]) print(f" ✓ 行 {actual_row} 回写成功") unmatched = set(phones) - matched_phones diff --git a/skills/welfare-user-list/SKILL.md b/skills/welfare-user-list/SKILL.md index baa33dc..5f6f155 100644 --- a/skills/welfare-user-list/SKILL.md +++ b/skills/welfare-user-list/SKILL.md @@ -29,6 +29,8 @@ description: 统计拥有两个年包课包(level1+level2 / 双level1 / 双lev 6. **发送文件时附上统计摘要:** 总用户数、有/无地址数、三种情况用户分布。 +7. **默认发送群组:** Excel 生成后,默认发送到群聊 `oc_3cf45dda24e78c29ccc477dddcd724a5`(福利品相关群),使用 `message` 工具 `action=send` + `filePath` 发送文件并附统计摘要。除非用户明确指定其他发送目标。 + ## Quick Reference | 内容 | 文件 |