From 0993ba5943ae3feb5edc615a3122a1f803b31a68 Mon Sep 17 00:00:00 2001 From: Sophie Yin <141193561+sophie-fc-yin@users.noreply.github.com> Date: Sat, 4 Oct 2025 12:03:52 -0700 Subject: [PATCH 1/3] wip --- app/patient/intake.py | 353 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 353 insertions(+) create mode 100644 app/patient/intake.py diff --git a/app/patient/intake.py b/app/patient/intake.py new file mode 100644 index 0000000..6364b57 --- /dev/null +++ b/app/patient/intake.py @@ -0,0 +1,353 @@ +""" +CognifyCare — Intake Chat Orchestrator +Start a chat *with no prior user message* and guide the patient through dataset-mapped questions. + +Adds three endpoints: +- POST /api/patient/{patient_id}/intake/start -> create session, return first prompt +- POST /api/patient/{patient_id}/intake/reply -> accept free-text reply, return next prompt +- GET /api/patient/{patient_id}/intake/state?session_id= -> inspect session state + +This file can be merged into your existing `app.py` or imported as a router. +It reuses the in-memory DB pattern from the earlier skeleton (you can swap to Postgres later). +""" + +from __future__ import annotations +from fastapi import FastAPI, APIRouter, HTTPException, Query +from pydantic import BaseModel, Field +from typing import Dict, Any, List, Optional, Literal +from datetime import datetime +import re, uuid, threading + +app = FastAPI(title="CognifyCare Intake Orchestrator") +router = APIRouter(prefix="/api") + +# -------------------------- In-memory stores -------------------------- +class MemoryStore: + def __init__(self): + self.patients: Dict[int, Dict[str, Any]] = {} + self.intake_sessions: Dict[str, Dict[str, Any]] = {} + self.alerts: List[Dict[str, Any]] = [] + self.lock = threading.Lock() + + def get_or_create_patient(self, patient_id: int) -> Dict[str, Any]: + with self.lock: + if patient_id not in self.patients: + self.patients[patient_id] = { + "profile": { + "patient_id": patient_id, + "created_at": datetime.utcnow().isoformat(), + "timezone": "America/Los_Angeles", + }, + "long_term_memory": "", + "chat_history": [], + "intake_history": [], + "routine_history": [], + "doctor_plan": None, + "last_scores": {"mmse": None, "adl": None, "severity": None}, + } + return self.patients[patient_id] + +DB = MemoryStore() + +# -------------------------- Question bank ---------------------------- +# Ordered list; each step asks one patient-friendly question and fills a dataset field. +QUESTIONS: List[Dict[str, Any]] = [ + {"id": "age", "field": "Age", "prompt": "To get started, how old are you?", "type": "number", "required": True, "min": 40, "max": 120}, + {"id": "gender", "field": "Gender", "prompt": "What is your gender? (Female, Male, Other/Prefer not to say)", "type": "choice", "map": {"female": 0, "male": 1, "other": 2, "prefer not to say": 2}}, + {"id": "ethnicity", "field": "Ethnicity", "prompt": "Which ethnicity best describes you? (White, Black, Asian, Hispanic/Latino, Other)", "type": "choice", "map": {"white":0, "black":1, "asian":2, "hispanic":3, "latino":3, "other":4}}, + {"id": "education", "field": "EducationLevel", "prompt": "What is the highest level of education you completed? (None/Primary, High school, College/Associate, Bachelor’s, Graduate+)", "type": "choice", "map": {"none":0, "primary":0, "high school":1, "college":2, "associate":2, "bachelor":3, "bachelor’s":3, "graduate":4, "masters":4, "phd":4}}, + {"id": "height", "field": "HeightCm", "prompt": "What is your height? You can say in centimeters or feet and inches.", "type": "text"}, + {"id": "weight", "field": "WeightKg", "prompt": "What is your current weight? You can say kilograms or pounds.", "type": "text"}, + {"id": "bmi", "field": "BMI", "prompt": "If you already know your BMI you can tell me; otherwise I will compute it.", "type": "number", "required": False, "min": 10, "max": 60}, + + {"id": "smoking", "field": "Smoking", "prompt": "Do you currently smoke or have you in the last 12 months? (yes/no)", "type": "boolean"}, + {"id": "alcohol", "field": "AlcoholConsumption", "prompt": "On average, how many alcoholic drinks do you have per week? (You can say none)", "type": "number", "min": 0, "max": 100}, + {"id": "activity", "field": "PhysicalActivity", "prompt": "How active are you in a typical week, from 0 (not active) to 10 (very active)?", "type": "number", "min": 0, "max": 10}, + {"id": "diet", "field": "DietQuality", "prompt": "How would you rate your diet quality from 0 (poor) to 3 (excellent)?", "type": "number", "min": 0, "max": 3}, + {"id": "sleep", "field": "SleepQuality", "prompt": "How would you rate your sleep quality in the past week from 0 (very poor) to 10 (excellent)?", "type": "number", "min": 0, "max": 10}, + + {"id": "fam_alz", "field": "FamilyHistoryAlzheimers", "prompt": "Has a close family member been diagnosed with Alzheimer’s? (yes/no/unsure)", "type": "tristate"}, + + {"id": "c_cv", "field": "CardiovascularDisease", "prompt": "Have you ever been diagnosed with cardiovascular disease? (yes/no/unsure)", "type": "tristate"}, + {"id": "c_dm", "field": "Diabetes", "prompt": "Have you been diagnosed with diabetes? (yes/no/unsure)", "type": "tristate"}, + {"id": "c_dep", "field": "Depression", "prompt": "Have you been diagnosed with depression? (yes/no/unsure)", "type": "tristate"}, + {"id": "c_hi", "field": "HeadInjury", "prompt": "Have you had a significant head injury? (yes/no/unsure)", "type": "tristate"}, + {"id": "c_htn", "field": "Hypertension", "prompt": "Have you been diagnosed with high blood pressure (hypertension)? (yes/no/unsure)", "type": "tristate"}, + + {"id": "bps", "field": "SystolicBP", "prompt": "If you know it, what is your most recent systolic blood pressure (the top number)?", "type": "number", "required": False, "min": 80, "max": 220}, + {"id": "bpd", "field": "DiastolicBP", "prompt": "If you know it, what is your most recent diastolic blood pressure (the bottom number)?", "type": "number", "required": False, "min": 40, "max": 140}, + + {"id": "chol_t", "field": "CholesterolTotal", "prompt": "If known, what is your recent total cholesterol (mg/dL)?", "type": "number", "required": False, "min": 80, "max": 400}, + {"id": "chol_ldl", "field": "CholesterolLDL", "prompt": "If known, LDL cholesterol (mg/dL)?", "type": "number", "required": False, "min": 30, "max": 300}, + {"id": "chol_hdl", "field": "CholesterolHDL", "prompt": "If known, HDL cholesterol (mg/dL)?", "type": "number", "required": False, "min": 10, "max": 150}, + {"id": "chol_trg", "field": "CholesterolTriglycerides", "prompt": "If known, triglycerides (mg/dL)?", "type": "number", "required": False, "min": 30, "max": 800}, + + {"id": "mmse", "field": "MMSE", "prompt": "If you have an MMSE score (0–30), please tell me. If not, you can say 'skip'.", "type": "number", "required": False, "min": 0, "max": 30}, + {"id": "func", "field": "FunctionalAssessment", "prompt": "Rate your ability to manage daily tasks from 0 (unable) to 100 (fully independent).", "type": "number", "required": False, "min": 0, "max": 100}, + {"id": "adl", "field": "ADL", "prompt": "How independent are you in Activities of Daily Living from 0 (need help) to 100 (independent)?", "type": "number", "required": False, "min": 0, "max": 100}, + + {"id": "sym_mem", "field": "MemoryComplaints", "prompt": "In the past month, have you had more memory lapses than usual? (yes/no)", "type": "boolean"}, + {"id": "sym_beh", "field": "BehavioralProblems", "prompt": "Have there been behavioral changes (e.g., agitation, apathy)? (yes/no)", "type": "boolean"}, + {"id": "sym_conf", "field": "Confusion", "prompt": "Have you felt confused? (yes/no)", "type": "boolean"}, + {"id": "sym_dis", "field": "Disorientation", "prompt": "Have you felt lost or disoriented in familiar places? (yes/no)", "type": "boolean"}, + {"id": "sym_pers", "field": "PersonalityChanges", "prompt": "Have there been noticeable personality changes? (yes/no)", "type": "boolean"}, + {"id": "sym_tasks", "field": "DifficultyCompletingTasks", "prompt": "Do you have difficulty completing familiar tasks? (yes/no)", "type": "boolean"}, + {"id": "sym_forget", "field": "Forgetfulness", "prompt": "Have you been more forgetful of recent conversations or events? (yes/no)", "type": "boolean"}, +] + +# -------------------------- Models ---------------------------- +class StartResponse(BaseModel): + session_id: str + patient_id: int + prompt: str + step_index: int + total_steps: int + +class ReplyRequest(BaseModel): + session_id: str + message: str + +class ReplyResponse(BaseModel): + session_id: str + patient_id: int + saved: Dict[str, Any] + next_prompt: Optional[str] + step_index: int + total_steps: int + finished: bool + summary: Optional[Dict[str, Any]] = None + +class StateResponse(BaseModel): + patient_id: int + created_at: str + answers: Dict[str, Any] + step_index: int + finished: bool + summary: Optional[Dict[str, Any]] = None + +# -------------------------- Helper parsing ---------------------------- +YES = {"y","yes","yeah","yep","true","sure"} +NO = {"n","no","nope","false"} +SKIP= {"skip","unknown","unsure","dont know","don't know","na","n/a","idk"} + +_ht_re = re.compile(r"(?:(?P\d{2,3})\s*cm)|(?:(?P\d)'?\s*(?P\d{1,2}) ?\")", re.I) +_wt_re = re.compile(r"(?:(?P\d{2,3})\s*kg)|(?:(?P\d{2,3})\s*lb)\b", re.I) +_num_re = re.compile(r"-?\d+(?:\.\d+)?") + +def parse_boolean(msg: str) -> Optional[bool]: + m = msg.strip().lower() + if m in YES: return True + if m in NO: return False + if m in SKIP: return None + return None + +def parse_tristate(msg: str) -> Optional[int]: + m = msg.strip().lower() + if m in YES: return 1 + if m in NO: return 0 + if m in SKIP or m in {"unsure"}: return None + return None + +def parse_number(msg: str, minv: Optional[float]=None, maxv: Optional[float]=None) -> Optional[float]: + m = _num_re.search(msg) + if not m: return None + val = float(m.group()) + if minv is not None and val < minv: return None + if maxv is not None and val > maxv: return None + return val + +def parse_height_cm(msg: str) -> Optional[float]: + m = _ht_re.search(msg) + if not m: return parse_number(msg, 120, 230) + if m.group("cm"): return float(m.group("cm")) + if m.group("ft") and m.group("inch"): + ft = int(m.group("ft")); inch = int(m.group("inch")) + return ft*30.48 + inch*2.54 + return None + +def parse_weight_kg(msg: str) -> Optional[float]: + m = _wt_re.search(msg) + if not m: + # try plain number + infer + val = parse_number(msg, 35, 200) + return val + if m.group("kg"): return float(m.group("kg")) + if m.group("lb"): return float(m.group("lb")) * 0.45359237 + return None + +# -------------------------- Severity (stub) ---------------------------- +# Simple heuristic for demo; wire your ML/heuristic here + +def severity_infer(fields: Dict[str, Any]) -> Dict[str, Any]: + mmse = float(fields.get("MMSE", 0) or 0) + adl = float(fields.get("ADL", 100) or 100) + if mmse >= 24: + label, sev = "mild", 0.2 + elif mmse >= 10: + label, sev = "moderate", 0.6 + else: + label, sev = "severe", 0.9 + if adl < 50: sev += 0.1 + return {"severity_label": label, "severity_score": min(1.0, sev)} + +# -------------------------- Orchestrator ---------------------------- + +def _first_prompt() -> str: + return "Hello! I’ll guide you through a short health intake. We’ll go one step at a time. If you’re not sure, you can say ‘skip’. " \ + "To get started, how old are you?" + +@router.post("/patient/{patient_id}/intake/start", response_model=StartResponse) +def intake_start(patient_id: int): + DB.get_or_create_patient(patient_id) + session_id = uuid.uuid4().hex + DB.intake_sessions[session_id] = { + "patient_id": patient_id, + "created_at": datetime.utcnow().isoformat(), + "answers": {}, + "step_index": 0, + "finished": False + } + prompt = _first_prompt() + return StartResponse(session_id=session_id, patient_id=patient_id, prompt=prompt, step_index=0, total_steps=len(QUESTIONS)) + +@router.get("/patient/{patient_id}/intake/state", response_model=StateResponse) +def intake_state(patient_id: int, session_id: str = Query(...)): + s = DB.intake_sessions.get(session_id) + if not s or s["patient_id"] != patient_id: + raise HTTPException(404, "session not found") + return StateResponse( + patient_id=s["patient_id"], + created_at=s["created_at"], + answers=s["answers"], + step_index=s["step_index"], + finished=s["finished"], + summary=s.get("summary") + ) + +@router.post("/patient/{patient_id}/intake/reply", response_model=ReplyResponse) +def intake_reply(patient_id: int, req: ReplyRequest): + s = DB.intake_sessions.get(req.session_id) + if not s or s["patient_id"] != patient_id: + raise HTTPException(404, "session not found for patient") + if s.get("finished"): + return ReplyResponse(session_id=req.session_id, patient_id=patient_id, saved={}, next_prompt=None, step_index=s["step_index"], total_steps=len(QUESTIONS), finished=True, summary=s.get("summary")) + + idx = s["step_index"] + if idx >= len(QUESTIONS): + s["finished"] = True + return ReplyResponse(session_id=req.session_id, patient_id=patient_id, saved={}, next_prompt=None, step_index=idx, total_steps=len(QUESTIONS), finished=True, summary=s.get("summary")) + + q = QUESTIONS[idx] + field = q["field"] + msg = req.message.strip() + + # parse according to type + value: Any = None + if q["type"] == "boolean": + value = parse_boolean(msg) + elif q["type"] == "tristate": + value = parse_tristate(msg) + elif q["type"] == "number": + value = parse_number(msg, q.get("min"), q.get("max")) + elif q["type"] == "choice": + m = msg.lower() + if m in q.get("map", {}): + value = q["map"][m] + else: + # try contains match + for k,v in q.get("map", {}).items(): + if k in m: + value = v; break + elif q["type"] == "text": + if field == "HeightCm": + value = parse_height_cm(msg) + elif field == "WeightKg": + value = parse_weight_kg(msg) + else: + value = msg if msg.lower() not in SKIP else None + + # validation & required handling + if value is None and q.get("required", False): + # re-ask with a gentle nudge + return ReplyResponse( + session_id=req.session_id, + patient_id=patient_id, + saved={}, + next_prompt=f"I might have missed that. {q['prompt']}", + step_index=idx, + total_steps=len(QUESTIONS), + finished=False + ) + + # save answer (can be None for optional) + s["answers"][field] = value + + # compute BMI if possible after weight + if field in ("WeightKg","BMI"): + ht = s["answers"].get("HeightCm") + wt = s["answers"].get("WeightKg") + bmi = s["answers"].get("BMI") + if bmi is None and ht and wt: + s["answers"]["BMI"] = round(wt / ((ht/100.0)**2), 2) + + # advance step + s["step_index"] = idx + 1 + finished = s["step_index"] >= len(QUESTIONS) + + if not finished: + next_q = QUESTIONS[s["step_index"]] + next_prompt = next_q["prompt"] + saved = {field: value} + return ReplyResponse(session_id=req.session_id, patient_id=patient_id, saved=saved, next_prompt=next_prompt, step_index=s["step_index"], total_steps=len(QUESTIONS), finished=False) + + # finalize: persist to patient, run severity, craft summary + patient = DB.get_or_create_patient(patient_id) + # log transcript-lite into intake_history and long-term memory + now = datetime.utcnow().isoformat() + patient["intake_history"].append({"role":"assistant","text":"Intake completed.","ts":now}) + # persist fields to a simple snapshot; in real DB, normalize + patient.setdefault("intake_snapshots", []).append({"ts": now, "fields": s["answers"]}) + + # Update last known scores if present + if s["answers"].get("MMSE") is not None: + patient["last_scores"]["mmse"] = s["answers"]["MMSE"] + if s["answers"].get("ADL") is not None: + patient["last_scores"]["adl"] = s["answers"]["ADL"] + + sev = severity_infer(s["answers"]) + patient["last_scores"]["severity"] = sev["severity_score"] + + # auto-alert if moderate/severe + if sev["severity_label"] in ("moderate","severe"): + alert = { + "id": len(DB.alerts), + "patient_id": patient_id, + "kind": "intake_change", + "level": "medium" if sev["severity_label"]=="moderate" else "high", + "summary": f"Intake suggests {sev['severity_label']} severity", + "details": {"severity": sev, "answers": s["answers"]}, + "created_at": now, + "hitl_status": "pending" + } + DB.alerts.append(alert) + + s["finished"] = True + s["summary"] = {"answers": s["answers"], "severity": sev} + + return ReplyResponse( + session_id=req.session_id, + patient_id=patient_id, + saved={field: value}, + next_prompt=None, + step_index=s["step_index"], + total_steps=len(QUESTIONS), + finished=True, + summary=s["summary"] + ) + +app.include_router(router) + +# Root for quick check +@app.get("/") +def root(): + return {"service": "CognifyCare Intake Orchestrator", "questions": len(QUESTIONS)} From 3409c6d17d2acebebfc03628e2ffc048fb0b1fe1 Mon Sep 17 00:00:00 2001 From: Sophie Yin <141193561+sophie-fc-yin@users.noreply.github.com> Date: Sat, 4 Oct 2025 12:15:03 -0700 Subject: [PATCH 2/3] add ml --- ml/alzheimers_disease_data.csv | 2150 ++++++++++++++++++++++++++++++++ ml/alzheimers_model.joblib | Bin 0 -> 1919177 bytes ml/alzheimers_model.pkl | Bin 0 -> 1911440 bytes ml/alzheimers_predictor.py | 195 +++ ml/alzheimers_scaler.joblib | Bin 0 -> 2135 bytes ml/alzheimers_scaler.pkl | Bin 0 -> 1821 bytes ml/feature_names.joblib | Bin 0 -> 524 bytes ml/feature_names.pkl | Bin 0 -> 524 bytes ml/test_model.py | 250 ++++ 9 files changed, 2595 insertions(+) create mode 100644 ml/alzheimers_disease_data.csv create mode 100644 ml/alzheimers_model.joblib create mode 100644 ml/alzheimers_model.pkl create mode 100644 ml/alzheimers_predictor.py create mode 100644 ml/alzheimers_scaler.joblib create mode 100644 ml/alzheimers_scaler.pkl create mode 100644 ml/feature_names.joblib create mode 100644 ml/feature_names.pkl create mode 100644 ml/test_model.py diff --git a/ml/alzheimers_disease_data.csv b/ml/alzheimers_disease_data.csv new file mode 100644 index 0000000..43a1e73 --- /dev/null +++ b/ml/alzheimers_disease_data.csv @@ -0,0 +1,2150 @@ +PatientID,Age,Gender,Ethnicity,EducationLevel,BMI,Smoking,AlcoholConsumption,PhysicalActivity,DietQuality,SleepQuality,FamilyHistoryAlzheimers,CardiovascularDisease,Diabetes,Depression,HeadInjury,Hypertension,SystolicBP,DiastolicBP,CholesterolTotal,CholesterolLDL,CholesterolHDL,CholesterolTriglycerides,MMSE,FunctionalAssessment,MemoryComplaints,BehavioralProblems,ADL,Confusion,Disorientation,PersonalityChanges,DifficultyCompletingTasks,Forgetfulness,Diagnosis,DoctorInCharge +4751,73,0,0,2,22.927749230993864,0,13.29721772827684,6.327112473553353,1.3472143059081076,9.025678665766115,0,0,1,1,0,0,142,72,242.36683969636556,56.15089696091113,33.68256349839592,162.18914307736603,21.46353236431666,6.518876973217633,0,0,1.7258834599441897,0,0,0,1,0,0,XXXConfid +4752,89,0,0,0,26.82768119159602,0,4.5425238177221905,7.619884540163032,0.5187671386507053,7.151292743051223,0,0,0,0,0,0,115,64,231.16259501016503,193.4079955157258,79.02847731570753,294.63090921495643,20.613267308882918,7.118695504189474,0,0,2.5924241326736475,0,0,0,0,1,0,XXXConfid +4753,73,0,3,1,17.795882442817113,0,19.55508452555359,7.844987790974517,1.826334664579784,9.673574157961111,1,0,0,0,0,0,99,116,284.1818577646338,153.3227621844376,69.77229186479597,83.63832413899468,7.356248624670334,5.895077345354194,0,0,7.119547742738579,0,1,0,1,0,0,XXXConfid +4754,74,1,0,1,33.80081704413547,1,12.209265546203783,8.428001350491492,7.43560414000302,8.392553685350862,0,0,0,0,0,0,118,115,159.58223960561193,65.36663683521382,68.45749070794797,277.5773575001914,13.991127243891668,8.965106303658107,0,1,6.48122585936608,0,0,0,0,0,0,XXXConfid +4755,89,0,0,0,20.716973826446807,0,18.454356090619612,6.310460689360432,0.7954975089177474,5.597237677578526,0,0,0,0,0,0,94,117,237.6021836280377,92.8696998816807,56.87430466708379,291.1987801806695,13.517608895586092,6.045038774287464,0,0,0.014691221285652034,0,0,1,1,0,0,XXXConfid +4756,86,1,1,1,30.626885546270938,0,4.140143784276235,0.21106163066602068,1.584922010674088,7.261952504681128,0,0,1,0,0,0,168,62,280.71253869023684,198.33462850589245,79.08050328760615,263.943654869938,27.51752897800825,5.510144075004051,0,0,9.015686282121859,1,0,0,0,0,0,XXXConfid +4757,68,0,3,2,38.387621858169126,1,0.6460472705489217,9.257694909794447,5.897387927490878,5.477685593697583,0,0,0,0,1,0,143,88,263.7341489945217,52.47066963316466,66.53336947612827,216.48917492881301,1.9644126908445048,6.062124473797494,0,0,9.23632827520978,0,0,0,0,1,0,XXXConfid +4758,75,0,0,1,18.776009409162835,0,13.723825705512622,4.649450668217012,8.341903191502704,4.213209925103094,0,0,0,0,0,0,117,63,151.38313679710524,69.62351040559693,77.34681647712739,210.57086609648726,10.139568430460008,3.4013735067187523,0,0,4.517248273101627,1,0,0,0,1,1,XXXConfid +4759,72,1,1,0,27.833188380332352,0,12.167847629604712,1.531359787981249,6.736882043694737,5.748223868874191,0,0,0,0,0,1,117,119,233.60575518016793,144.0457395725674,43.075893172318416,151.16418620325027,25.82073187432767,7.39606097967361,0,1,0.7562318075997931,0,0,1,0,0,0,XXXConfid +4760,87,0,0,0,35.45630172642629,1,16.02868823659191,6.440772687360699,8.086019121177605,7.55177344379122,0,1,0,0,0,0,130,78,281.6300502325664,130.49758044040834,74.29124729357356,144.17597454508945,28.38840942324381,1.1489035304880713,0,1,4.554393865141739,0,0,0,0,0,0,XXXConfid +4761,89,0,3,1,39.46303422106146,0,9.811292128906842,8.819950351470192,0.43402027782902697,7.644097300051016,0,0,0,0,0,0,131,86,224.52643740134405,160.7564751153461,68.32831269134016,172.78522009458237,19.696106706450212,8.246968116664839,0,0,2.0189400651747635,0,1,0,0,1,0,XXXConfid +4762,78,0,0,2,22.463382649410605,1,19.300182977973385,3.8346393816450988,8.279189503998566,8.312325536865838,0,0,1,0,0,1,165,97,254.58656029579038,132.9600115403453,39.009281903548505,344.44859497634735,21.205615021989942,5.5685414382390706,0,0,5.467266760513016,0,1,0,1,1,0,XXXConfid +4763,84,1,0,1,26.770945999107713,0,10.978021644757177,3.9780788724660274,7.0244173809347,8.253004551076643,1,0,0,1,0,0,145,63,254.43538612927824,148.29142290554302,98.58554707886915,81.52513703747937,2.2003397962979965,0.5151364226639332,0,0,9.003759363143377,1,0,0,0,0,0,XXXConfid +4764,78,1,0,1,28.870652386039602,1,10.194706301683002,0.6312807270806853,1.653281416913489,7.333235622932847,1,0,0,0,0,0,137,82,221.3053384595624,194.60037890258272,26.33392004278159,357.5827714598004,7.852082323399632,4.510712861479074,1,0,1.9395955375257012,0,1,0,0,0,1,XXXConfid +4765,64,1,0,2,27.942862734988346,0,2.1757796502821014,9.714565829085549,5.317231743513623,9.087141194537402,0,1,1,1,0,0,94,98,247.58461434698003,193.90848144359904,94.81173993148599,287.04788285803414,10.786498514103378,6.7916856212055645,0,0,5.505587270988235,1,1,1,0,0,0,XXXConfid +4766,69,0,0,1,18.04591747393549,0,8.116831615915244,2.956494729127719,7.570632793725998,6.736796641729542,0,0,0,0,0,1,124,72,204.67075926226835,97.75564857738567,99.28633938440575,246.91076705746605,22.715161212568912,3.743028013922194,0,0,1.9111312323709861,0,0,0,0,1,1,XXXConfid +4767,63,1,1,2,22.822896244065568,1,4.433961006314455,7.1828945553896775,7.929485772084872,4.654828040280001,0,1,0,0,0,0,148,116,200.50012324501552,181.0235603909688,51.86713802597754,119.65638624484552,7.1676022573090235,9.365946321811961,1,0,1.3820863701922304,0,0,0,0,0,1,XXXConfid +4768,65,1,0,1,16.33328275322603,1,4.161794911046941,1.3063204115225913,2.8889355278712294,5.436422671151927,0,0,0,0,0,1,154,61,183.1123334671573,101.25819637493115,39.22966601450789,374.8551646323911,18.049293886661907,4.0195462370333335,0,0,2.8929399362730157,0,0,0,0,0,1,XXXConfid +4769,72,0,0,2,37.93246902566973,0,9.385602765284368,7.127939893468465,3.3149826638192073,6.790196088361632,0,0,0,1,0,0,132,107,214.90840553410436,132.1273691337255,20.887996233421724,192.76077931992407,15.544705792805381,5.189535531063215,0,0,7.498113889775122,0,0,0,0,1,0,XXXConfid +4770,68,0,0,3,20.041400357053135,0,18.426364465753824,4.06071391664163,3.361536132824541,7.393126210784456,0,0,0,0,0,0,144,98,195.20463483092433,181.97792891304283,50.597866648083844,52.7869456132406,11.044984290585633,0.5356392113596287,0,1,6.538580145491703,0,0,0,0,1,1,XXXConfid +4771,82,1,0,0,36.22309879636211,0,4.19289550965694,6.381502407159495,7.971127068871205,9.521026998926784,0,1,0,0,0,0,120,93,271.84144940568734,84.47888882125085,76.37038996359557,361.24201396686277,8.984758990788695,6.946428266027044,0,1,1.6880245896723012,0,0,0,0,1,1,XXXConfid +4772,65,0,1,2,37.543943165696646,1,12.063959313182217,9.12603821752063,3.5312068468822524,9.574004794993964,0,0,0,0,0,0,178,89,210.15051832284004,94.12843563635644,68.19563334929448,364.1496872647215,0.41131578577258576,2.7474835500249117,0,0,3.001113535909161,0,0,0,1,0,0,XXXConfid +4773,82,1,0,3,37.583877059139006,0,5.836420770415041,7.676580403528889,9.76757902526422,9.250389464823087,0,0,0,0,0,0,120,71,225.6582355059466,87.32844006802857,43.224165240355674,365.26308811921746,18.844436767326457,5.882797484487043,0,1,9.178852734182172,0,0,1,0,0,0,XXXConfid +4774,82,1,2,1,21.96939009200723,0,3.2896501984691406,6.93472637071743,3.2423431324092586,4.4125955011923566,0,0,0,0,0,0,106,95,201.621614558135,110.15186574533797,26.635027886933045,99.8158551730985,16.929658638603982,8.446629240526804,1,0,4.572520339310109,0,0,0,0,0,1,XXXConfid +4775,64,1,0,1,15.457688068877605,1,9.775941142399535,7.198931182955705,6.217547835258514,6.7325950076725825,0,0,0,0,0,0,153,81,239.26341370570788,198.44986386073307,37.71320826063381,297.5005585236952,12.99198002026128,2.4758166541920135,1,1,0.37362673380336386,0,0,0,0,0,1,XXXConfid +4776,77,0,1,0,39.12367687367173,0,0.953868876213162,8.93924865859906,0.04314651892614707,9.582176669777855,1,0,1,0,0,0,115,112,299.86848245556945,88.110915027727,81.9830391410278,279.7590257147657,24.598559122469922,7.710189041177024,0,0,6.286605713297274,1,0,1,0,0,0,XXXConfid +4777,72,1,0,3,34.91818382670918,0,10.428664097862917,6.509781497051291,0.40634805209964764,5.797063982273073,0,0,1,0,0,0,177,61,271.89297836488447,116.66457125453137,36.0991304045596,67.7487142135675,20.449127109316105,6.601261387497216,0,0,3.1769672736372656,0,1,0,0,0,0,XXXConfid +4778,71,0,0,2,18.4347889493694,0,15.919274092857767,9.986553927183724,2.0325055299205284,6.090393671344253,1,0,0,0,0,0,134,77,189.98167751139005,73.92538973889418,24.055801625231148,95.42414615905524,28.715931801368612,6.0503404944298715,1,0,6.173437286836137,0,0,0,0,0,0,XXXConfid +4779,83,0,0,1,30.95364704240386,0,4.692218861789743,0.44269086420938963,1.2892518488393956,7.869067535006348,0,0,0,0,0,0,107,104,186.55983336914747,63.42324157105127,88.90087636957928,114.9232292815966,28.661262174905925,8.153338978912668,1,0,2.1116385814865812,1,0,0,0,0,0,XXXConfid +4780,79,0,0,0,18.807876114762117,0,8.042179813744138,5.29252297640562,5.367774441778151,8.391242698772283,0,1,1,0,0,0,145,71,151.44525788082694,185.56363229277076,92.43703209007266,272.48134837485384,20.36814030629116,2.571258770413507,0,0,9.928740566287582,0,0,0,0,0,0,XXXConfid +4781,73,1,0,1,30.51142941417678,0,9.262293831691872,8.172444166051893,7.875327508795635,7.686632191715098,1,1,0,0,0,1,114,97,198.349085799917,112.71326478410006,88.87665350666276,379.3538318063738,24.674906593288643,2.724442169619122,1,1,9.892824127362175,1,0,0,1,0,0,XXXConfid +4782,67,0,3,0,37.205176643412315,0,12.215677002389489,7.78054361069664,6.433890340028459,6.7448203467299805,0,0,0,0,0,0,137,114,270.1677399421025,118.891075149731,78.04944147950317,272.80401861506425,0.6946002355490943,9.986440703623883,1,0,6.0093757860437815,0,0,0,1,1,0,XXXConfid +4783,84,1,0,1,34.777377691519135,1,4.898180373627003,7.7315798215466724,6.242674512858354,5.621529007180653,0,0,1,0,0,0,91,95,286.08847165299073,85.46079766137265,96.32974821384235,331.3582384971276,21.016751361988995,6.254139559905415,0,0,0.5989692913815092,0,0,0,0,0,0,XXXConfid +4784,67,0,0,1,16.254045137595448,0,17.911892835353513,7.905611792872528,7.76738553069734,9.018246217761325,0,0,0,0,0,0,90,64,236.37053574036878,196.19655560681764,33.7716882169865,102.96744573848639,15.000171564867951,3.3811127176868494,0,0,8.863775646960248,0,0,0,0,0,0,XXXConfid +4785,66,1,1,1,17.572895650191803,1,19.966670359022707,5.01330385168889,3.192164279390383,6.16464623042618,0,1,1,0,0,0,117,75,291.76422822114114,73.18497220146364,29.8351269775646,294.505028402855,8.03320390023114,0.7835157448298014,1,0,8.141149037049292,0,0,0,0,1,1,XXXConfid +4786,70,0,0,2,22.784157007536002,1,17.819125274066515,3.769174561905708,6.633075040283733,4.872167754920651,0,0,0,0,0,0,129,77,166.68130520904631,53.509336828207914,67.47526375365655,295.35372779358545,19.60405565925975,7.40167290070713,0,1,9.947440462613503,0,0,1,0,0,0,XXXConfid +4787,85,0,0,1,36.221033471912186,0,2.6536664118255193,3.985612823500009,2.40458512208533,8.810729380102739,0,0,0,0,0,1,97,60,227.2994680840813,91.43542995437082,85.49093666753777,344.72008094652006,14.105907247055107,0.3121609268889025,1,0,8.744281024870336,1,0,0,0,0,1,XXXConfid +4788,60,1,0,2,31.56868858617654,0,3.4784091884533486,4.773199920139789,8.8568335672575,5.539085587449215,0,1,0,0,1,0,157,98,195.47270850052575,58.260787004523074,31.22483996704006,239.80932308289493,16.640193723583465,6.538657627903354,0,1,7.605223631326135,1,0,0,0,0,0,XXXConfid +4789,88,0,0,1,33.78068523580437,0,13.44208168540459,4.005685759630396,4.269645241994068,6.046635135585661,0,0,0,0,1,0,164,110,159.70466944056957,178.2034261667855,90.88366664863948,256.5490397746838,1.4816615287452695,3.3584302819978804,1,0,0.546761558062342,0,0,0,0,1,1,XXXConfid +4790,62,1,1,3,24.852705199101358,0,12.644183618611036,3.831908857933252,4.553545357453736,8.833340547414064,0,0,0,0,1,1,143,74,187.23489648664022,175.59477544271917,44.48162727316763,155.1506361999629,15.74564922258117,4.799272518021191,0,0,2.406760775956145,0,1,0,0,0,1,XXXConfid +4791,79,1,1,1,33.63310068080848,0,9.866852151391326,3.613763602608011,8.336580009513547,4.938170630340368,0,0,0,0,0,0,158,96,216.81675133681006,55.82071509552271,34.694205304319716,72.34908844986222,19.64558452840872,5.746548735774875,0,0,7.253777074877607,0,0,0,0,1,0,XXXConfid +4792,78,1,1,2,33.68453287657587,0,8.92323812756332,3.690074973361086,2.8702229329436246,7.255962626159428,0,0,0,1,0,0,143,62,247.31296094644796,134.77608293825458,32.945962195170836,181.1453178497133,10.041839587118828,3.215689764875116,0,0,9.551734157316785,0,0,0,0,0,0,XXXConfid +4793,68,1,0,3,30.99980980953103,0,6.07243923385691,3.7599192817712748,8.165084570764785,5.532066340099291,0,0,0,1,0,0,98,98,249.23492434056686,139.33507573668945,39.2061980551762,379.4827626481613,10.155358818610411,5.094438729235272,0,1,8.890769869517632,0,0,0,0,0,0,XXXConfid +4794,66,0,0,1,37.56853045247124,0,2.218579778507974,2.9155731051790914,9.750510860070055,9.741159407092935,0,0,0,0,0,0,93,64,274.4064553312813,54.4599241490053,35.59406656457185,338.58112875367084,14.421212105828445,2.193043795271575,0,0,2.856805755191525,0,0,0,0,0,1,XXXConfid +4795,82,0,0,1,19.525593276054863,0,13.392876209372188,4.581855185382406,6.758409185822163,9.999201295719935,0,0,0,0,0,0,147,100,228.60355048462208,184.10898956131481,73.76422215811978,331.4296740370788,6.245616650798013,4.874718416820421,0,0,5.296203388634902,0,0,0,0,1,0,XXXConfid +4796,68,1,0,1,26.804163783794337,0,19.688744302145626,1.2251824258166388,7.69909381443262,6.715982191312737,1,1,0,0,0,0,102,63,277.12095794377956,120.09170631493522,88.3268383648198,213.98922469064797,17.96343514247208,0.0004595935958040531,0,0,0.2758867545038235,0,0,0,1,0,1,XXXConfid +4797,71,0,1,1,15.648055357542315,0,17.88591914169506,0.9305580959447057,4.944311503010534,8.473919092103424,0,0,1,0,0,1,118,115,283.93061736963017,178.02511693646335,25.567222253831765,64.65858177317232,13.430165928299747,5.082369495508024,0,1,1.439628888308907,0,0,0,0,0,1,XXXConfid +4798,69,1,3,0,16.480198981011053,1,17.94765303767396,0.307673696903642,8.951569609585077,5.720984795484445,0,0,0,0,0,0,145,106,240.1482735887456,102.4563827981049,52.677854416676766,214.04648298991845,14.201644862770051,8.873655655097439,0,1,8.052004386050056,0,0,0,0,0,0,XXXConfid +4799,87,0,1,2,33.476970506688936,1,15.809404159618325,9.338357918987649,9.648614359042611,8.204619338232337,0,0,0,0,0,1,127,114,264.4327044808505,168.52815421537633,73.35605096471771,196.3387894967753,25.834574220705505,2.5586364415885363,1,1,2.5971083097022007,0,0,0,0,1,1,XXXConfid +4800,68,1,0,2,32.03489967050928,0,3.0600960202439786,3.59993251063514,3.003473371070846,5.1230093568427595,0,0,0,0,0,0,114,106,283.27690107127273,91.74234964463577,61.96978305509521,107.76925851425277,16.205444483994544,4.100220769294647,1,0,3.7242696984605574,0,0,0,0,0,1,XXXConfid +4801,81,0,2,2,15.639676831549425,0,15.649190272628825,6.848293353791525,0.16140287245550278,8.35376119760604,0,0,1,0,0,0,162,118,257.16542976290526,153.47313349041366,47.714131383799064,232.96649752350794,14.745243844281068,0.22211645253434886,1,0,4.4232711915174825,0,0,0,0,0,1,XXXConfid +4802,72,1,3,1,37.75222567854867,1,13.658963678566096,1.2300840683913516,3.591935440789836,8.232079223157985,0,0,0,1,0,0,145,92,252.92330723113767,175.57747609265624,54.49802654912634,337.8955641647924,14.551215764764887,6.872970627357818,0,0,5.5456690316644375,0,0,1,0,0,0,XXXConfid +4803,79,1,0,1,16.77870147946048,0,17.24308131100337,6.578338282934574,4.701480109633602,7.981846356255614,1,0,0,0,0,1,134,95,267.13549272767267,171.22243220803205,73.83044729035757,136.3147947932837,27.594226875271122,3.166224293388258,0,0,2.8759495008624523,0,0,0,0,1,0,XXXConfid +4804,61,1,2,0,38.07613526117206,0,19.984018416523096,9.859541545926415,1.915171496332837,9.710274145896904,0,0,1,0,0,1,98,116,215.4212980884916,159.51070186821158,92.80009613863874,59.92562176374312,20.352169404834573,2.0959287688604666,1,0,9.456372653627996,0,0,0,0,0,1,XXXConfid +4805,80,0,0,0,28.1691347365741,0,4.994094573092179,8.194583994364073,4.427581351816205,8.55407083958628,1,0,0,0,0,0,127,113,285.2338162571798,141.52970003336765,34.51402845949514,199.54125651945986,29.926298769548872,1.1883080636672627,0,1,6.773003915906633,1,0,0,0,0,0,XXXConfid +4806,77,0,0,0,28.53741032053623,1,16.469852356364957,8.117289817498778,3.703020988222079,4.137892977802525,0,0,0,1,0,0,114,70,159.826376753723,103.35075138954065,74.89827007415597,121.64361942130172,10.71551237426292,2.7530932632843177,1,0,3.800949790530086,0,0,0,0,0,1,XXXConfid +4807,66,1,0,2,22.311784165629994,0,14.428811284937307,8.030965821537063,1.4349144378627643,9.527302729458018,1,0,0,1,0,0,136,106,192.21216551068827,176.61503092452915,65.93196328765899,204.0153910359108,10.63998610280641,3.6486741620451157,0,0,5.216411248235317,1,0,0,0,0,0,XXXConfid +4808,90,1,0,3,33.4059841532612,0,14.245280021113347,0.785802295964233,2.1698918575707307,4.580380897011411,1,1,0,0,0,0,105,74,264.34053160219133,67.54495747566763,40.104992302922426,136.53730369630077,21.707730124521422,8.009213959816243,0,0,7.9291592664632615,0,0,0,0,0,0,XXXConfid +4809,83,1,1,2,28.997200715954605,0,14.852120003327268,6.034843145701762,9.542655266446602,5.912972351942352,0,1,0,0,0,0,106,96,268.7744437930413,70.31802763299095,81.76072752791059,120.93430088038778,11.424841001732092,6.117160978715171,1,0,1.8176733916873322,0,0,0,1,0,1,XXXConfid +4810,68,0,0,3,36.49638842262803,1,3.292011146648617,9.673810276806048,7.788818508320887,7.621481249678437,0,1,0,0,0,0,164,79,190.33052863713846,178.39626813828414,74.27411857180473,61.98441601759174,14.813436390717152,8.964177537349366,0,0,1.0155255340502034,0,1,0,0,0,0,XXXConfid +4811,82,1,3,0,39.339062016967816,0,13.353639260046876,6.539632390925265,0.47115098409147516,9.470753228889999,1,0,0,0,0,0,150,64,183.7556814000701,95.8141510938827,92.39396818433302,89.05509835049227,11.855802985871826,7.607442430867218,0,0,4.067242639768802,0,1,0,0,0,0,XXXConfid +4812,82,0,0,1,25.836892879517414,0,18.604389208647422,8.153139133631672,9.274916850220185,6.551533268894777,0,0,0,0,0,0,100,116,278.6160765262001,96.27144048223474,31.304028649464115,347.4920641120968,20.140644705606523,5.4303860457836475,0,0,0.4170187001255299,0,0,0,1,0,0,XXXConfid +4813,80,1,0,3,26.316130552428866,0,15.317051174888686,2.3085665528289026,9.088062766580776,4.074438546518098,1,1,0,0,0,0,156,112,290.8384211017682,130.47145370578363,36.00305578917265,201.82872122930453,0.6192263257900443,7.5880868257937495,0,1,7.826448807499044,1,0,0,0,0,0,XXXConfid +4814,64,0,0,2,26.523592445466893,0,16.92051616305591,0.8254913522043184,9.613602951082607,9.986317716443294,0,0,1,0,0,0,98,115,283.73295030102895,61.721276133800906,80.4497000851915,322.35758211253943,11.422661689360531,1.9578832885776887,0,0,9.97266301542073,1,0,0,0,0,0,XXXConfid +4815,83,1,0,1,29.85840694404552,0,5.351024434646208,3.6901368097859146,6.080361921242039,8.561218519437563,0,0,0,0,0,0,121,117,251.1000885713345,147.79325816617558,26.593936770750854,356.4992286041496,6.085876673210288,2.759434922371713,1,0,9.525700995231858,0,0,0,0,1,1,XXXConfid +4816,90,1,1,1,28.191096972555492,0,10.45477362783194,1.3535218317106013,4.2315190884380485,5.208673801001327,0,0,0,0,0,0,90,86,261.1368448166798,159.71136792820081,86.2559496461119,381.82028050446985,11.23537065932257,8.104205667002496,0,1,3.2315433875568536,0,0,0,1,0,1,XXXConfid +4817,86,0,3,1,28.02060416033194,0,6.996832780913476,0.09483767035836532,4.208178634649436,9.383941130243764,0,0,0,0,1,0,94,113,200.52181604562915,135.97289084653278,78.93904963434606,333.8576828157077,17.734284342634876,3.102666876159328,0,0,7.9712954359534836,0,0,0,0,1,0,XXXConfid +4818,63,1,2,2,22.049001658563462,0,13.22010953947846,8.731341356619165,5.426497156416725,4.231687993691498,1,0,0,0,0,0,173,95,209.3767315787548,150.98496422042172,48.56728145861443,195.4775041081196,3.34297191261948,2.005683318851789,1,0,7.367210785234079,0,0,0,0,0,1,XXXConfid +4819,83,1,0,2,27.58637207522561,0,0.8479413202476049,3.4414524263732638,2.8252298264607845,5.966401635501415,0,0,0,1,0,1,144,93,211.27702042046647,144.3386970965331,84.20189768171282,324.9163442236195,3.424275509505792,2.4590250995328833,0,0,4.539494312889184,0,0,1,0,0,1,XXXConfid +4820,72,0,1,2,23.871788178740935,0,6.146672725613018,3.8770916374770303,0.6396683648582724,6.062905324632155,1,0,0,0,0,0,161,90,183.91254947189762,90.14086463623732,84.69553149315941,113.78428325525692,8.278596220252636,2.6268458659900906,0,0,9.476401694011459,0,1,0,0,0,0,XXXConfid +4821,64,1,1,1,27.904365091154986,0,2.9530006794556285,4.855611502778581,0.35206603916260626,7.988009990116874,0,0,0,0,0,0,177,90,283.1111052037762,67.83394550236552,55.61316807093473,391.53483997877015,1.9019403812754032,6.837883532730425,0,0,1.8555839845330069,0,0,0,0,0,0,XXXConfid +4822,88,1,1,1,33.56305654257149,0,10.317780060811646,8.492193835174904,6.381683269475275,5.5475089730406,0,0,0,0,0,0,130,80,296.9488934113678,136.9503265533011,62.413509072306965,321.7455396504387,18.692766282304497,9.223685102134617,1,0,3.683929040773278,0,0,0,0,0,1,XXXConfid +4823,89,1,1,1,28.443777018713156,0,4.3818603618922065,9.985068848406968,4.2870746769741785,7.561233253235286,0,0,0,0,0,0,119,98,268.4730655520528,129.4209524303987,62.822561961642094,206.30795182188947,7.134966768353525,1.5764384432815548,0,0,3.00079410278701,0,0,1,1,0,1,XXXConfid +4824,75,1,0,1,23.60156305317375,1,9.658511215534668,0.1194808506526035,0.3025355153575182,5.397002484038709,0,0,0,0,0,0,127,92,227.79304106484597,184.2024288202227,73.83117753782223,282.79956587920606,6.953998018273281,6.038325146830308,1,0,1.2858981363362998,0,0,0,0,1,1,XXXConfid +4825,71,1,0,1,18.492491155609486,0,9.78678432557457,4.810866398985436,3.4258558219707345,8.371713973029534,0,0,0,0,0,0,163,94,190.06774369977393,189.1854276692725,65.22954576470813,278.7432293052789,26.141022681618484,4.75675679315996,0,0,1.805842108586947,0,1,0,0,0,0,XXXConfid +4826,84,1,0,2,27.763743984775303,1,18.69025509202584,9.861258410369754,2.688521431818063,8.303338438275645,0,0,0,0,0,0,97,118,196.0798369349882,134.95658755798507,74.85628434139129,148.4174204611427,12.927302273539606,2.8620646435920727,1,0,0.8750528152733839,0,0,1,0,0,1,XXXConfid +4827,68,1,0,1,24.48758892994578,0,14.06004678648779,8.112291312103183,9.864425829021474,5.949473786438393,0,0,1,0,0,0,126,90,206.9018329521557,52.763095686922455,39.8281702578149,244.35216507761916,22.640682162744085,5.815445153144524,0,0,3.3014219909244935,1,0,0,0,1,0,XXXConfid +4828,90,1,2,2,21.28859319810039,0,3.3750238784968656,9.27779433364166,2.6130996947954053,8.900769320649765,1,0,0,0,0,0,169,76,223.4967590459344,139.73371687165326,30.962447679769916,192.6599426804045,24.581973467402804,7.278260691417512,1,0,4.859682448994632,1,1,0,1,1,0,XXXConfid +4829,82,1,3,2,15.9082749697791,0,16.32903099130341,1.9159134356576246,6.607292456262542,6.1461660534426965,0,1,1,0,0,0,90,112,234.27491663823463,76.27097869231658,96.79349199855398,174.7188608474149,21.042237662412255,3.6624611553752184,0,0,4.013722217637229,0,0,1,1,0,1,XXXConfid +4830,89,0,2,2,38.05290771179751,0,18.071787282884955,5.2044115878194495,1.2144674357551455,5.11251247145041,0,0,0,0,0,0,108,62,152.3544633783926,113.06772961580063,46.6936413915069,282.3245962182711,5.826763232916336,1.5455118726807693,0,0,1.9517058546788413,0,0,0,0,0,1,XXXConfid +4831,77,1,3,2,39.12851172442893,1,18.718532606599066,8.78431344514947,9.314870360883678,5.528364622579245,0,0,0,0,0,0,132,110,269.627456242328,112.51039898110763,84.54294235972765,93.34970587144895,15.963228332147896,7.847366039688599,0,0,9.478815756859488,1,1,0,0,0,0,XXXConfid +4832,71,0,2,1,32.57251646697094,0,3.321739143860447,0.954071962934343,1.1619638862213233,8.066368178025488,0,0,0,0,0,1,156,75,257.1495471221082,198.6193851262339,74.68265779071879,182.01240081247448,4.456185718610732,7.183131705379264,0,0,3.6102761605942346,0,0,0,0,0,0,XXXConfid +4833,68,0,1,0,38.394412700682025,0,4.848256928922217,6.438980426545232,7.634650677841584,9.209426651904,1,0,0,0,1,0,158,84,263.110572361367,155.37004389300816,89.3594438425633,270.4326742094325,14.208720499926292,6.512727831537788,0,0,2.7268152703655693,0,0,0,1,0,0,XXXConfid +4834,76,1,0,1,39.30991087288686,0,19.677901441761303,7.639779986006326,3.416674088988655,4.213679567453642,1,0,0,0,0,1,96,100,184.86401010043954,116.80517257518599,46.35991844633991,157.23038109812984,28.752449459850407,0.2757192223697402,1,0,7.581490071955348,0,0,0,0,0,0,XXXConfid +4835,70,0,1,2,29.858891389167145,0,0.8330350275633758,5.5259530867951865,9.142572858805973,9.76886371800798,0,0,0,1,0,0,92,107,280.4536487281832,90.68346023492381,44.85808576635058,253.5271596412912,22.150173723144746,0.7820696310942687,0,0,0.3728544871031414,1,0,0,0,0,1,XXXConfid +4836,71,1,0,2,22.619512766357353,0,5.436570317962268,4.01212556522886,1.4422160136430984,7.040055328491915,1,1,0,0,0,0,125,116,203.410902367891,124.16814747429979,73.76658159716754,208.43094002989332,25.382349553015878,4.980645022434577,0,0,5.6018102527396625,0,0,0,0,0,0,XXXConfid +4837,87,1,0,0,21.002055096702627,1,2.603051064684634,7.789202727649634,3.7511729997477894,5.278122600222032,0,0,0,1,0,0,99,62,218.12244783022007,199.36798893266362,51.63577140026411,296.6477120048477,29.36638921703591,1.1531727450599005,1,0,6.297861751280429,0,0,1,0,0,0,XXXConfid +4838,75,0,0,2,31.820252826675087,0,13.302858739490993,5.328581148424521,6.320741827715956,6.160691722877361,1,0,0,1,0,0,149,105,156.69561931203086,62.859561657183306,42.42839648473459,259.10638143414235,0.9055439954768552,9.88230722514203,0,0,2.380974212834235,0,0,0,1,1,0,XXXConfid +4839,87,1,3,2,30.69497508311098,0,14.227585374289626,0.826220365173983,9.800542465618056,8.46734849714418,0,0,1,0,0,0,130,102,294.92629297377596,146.76905878627588,27.25537588633145,359.75103765963934,3.205386999689045,8.19529226179721,0,0,9.196298609566876,1,1,0,0,1,0,XXXConfid +4840,79,1,1,2,23.0136591042034,0,3.5825350266909184,8.596946094196774,4.53134844420382,9.623875362924363,0,0,0,0,0,0,104,103,182.41553000898878,117.08409539888905,53.2637589836574,105.78475504144193,8.850832136511318,6.617945830971729,0,0,3.367233798906728,0,1,0,0,0,0,XXXConfid +4841,74,0,3,1,26.428679208073596,0,16.683677784208932,5.369292726187504,9.672833773212687,7.092990848047392,0,0,0,0,0,1,144,118,158.87312059575405,104.60667930854311,31.21367351747172,286.23533725307794,18.966873826877578,5.492027299630012,0,0,4.699102185828725,0,1,0,1,0,0,XXXConfid +4842,71,0,1,2,19.038815249938732,0,19.483501107147237,8.072807243562046,0.9745420865547894,9.078878634682363,0,0,0,0,0,0,122,112,181.58687073355105,63.487722770057815,95.61128457485735,389.1376312936425,23.164826117782436,7.020471825586507,0,1,4.6457483682061005,0,0,0,0,1,1,XXXConfid +4843,67,1,0,2,34.88956627733201,0,5.321073376350139,2.9734937101473102,7.479021814700254,6.090990203171707,0,0,1,0,0,0,92,104,253.67469939027944,119.9146377394273,63.09836546478421,353.5294650624297,27.8871545666946,7.928002417691062,0,1,7.7659872405819055,0,0,0,0,0,0,XXXConfid +4844,63,1,0,0,25.70069818876989,0,4.8705640861737525,5.487732366479664,8.561660581875254,6.271847716755871,0,0,1,1,0,0,162,107,151.21627041454443,186.08464866158988,84.38299595537866,82.73965781144793,21.22028786338326,8.54885015526583,0,0,8.294921676258022,0,0,0,1,0,0,XXXConfid +4845,64,0,0,1,18.08232854853098,0,2.5742686352260935,8.152379678106405,4.641570411701713,8.197572564748686,1,0,0,0,0,1,160,113,238.05578583470378,78.28349382850546,42.65960632585414,137.17223390062503,14.391726155078135,7.352829848192454,0,0,4.1173114672111595,0,0,0,0,1,0,XXXConfid +4846,90,1,0,1,32.717031626728925,0,16.573517262715953,3.835697959826417,7.504739741699511,8.395433148519658,1,0,0,0,0,0,100,116,178.10536891485384,138.96124724516903,63.68484268485497,378.21714804850194,26.087863105028067,1.2658273507998186,0,0,4.678015639970987,0,0,1,0,0,0,XXXConfid +4847,64,0,0,2,27.16284609940701,1,14.347898339739132,2.519586929288696,6.073423271250684,5.196521038997499,0,0,0,0,0,0,106,75,251.0274714708215,167.37928307232426,50.23117688106211,171.5392181453887,9.19842310648889,7.361331359879758,1,0,9.184213702086353,1,0,0,0,0,0,XXXConfid +4848,67,1,0,2,22.978765833980802,0,11.070171321401537,5.141054569985368,7.687968843557444,8.114124784480644,0,0,1,0,0,0,133,96,201.35421294589827,192.99203287469425,23.43516555500292,355.755976852918,11.755502689416563,9.00888677812372,0,0,7.618158264409223,0,0,0,0,0,0,XXXConfid +4849,88,0,3,0,22.721826997949105,1,13.711095159361404,2.948416555565907,0.7885581203029002,6.145349958322296,0,0,0,0,0,0,95,87,188.6212521200722,192.82446480088512,38.122416904289686,281.34634374201846,7.837277224097187,1.7114243844052868,1,0,2.4421130843733865,0,0,0,0,0,1,XXXConfid +4850,81,1,0,1,15.10871500081569,0,9.855489373267503,3.754985345846751,1.9921914899336979,9.800456733624781,0,0,1,0,0,0,137,71,266.7828152332651,124.32856357429081,77.90387307707519,196.94093618231233,20.214376098093297,6.624023626308258,0,0,3.5416288330459853,1,0,0,0,1,0,XXXConfid +4851,78,0,0,0,18.54244492767501,0,4.860764791108226,0.4804277591346562,5.571284224625156,4.179465492095699,0,0,0,1,0,0,139,73,219.25682352938514,70.02839381072694,36.18967475319276,296.9269396078065,15.914143879333707,3.709475577026413,0,1,4.320430743385339,1,0,0,0,0,1,XXXConfid +4852,79,1,1,2,18.560207881676323,0,19.273590824549693,0.4131376862049818,3.5035105567365843,7.673755281870287,0,0,0,0,0,0,140,110,154.32821572019236,53.20936964040757,60.39727399432085,230.15065762197955,25.990321259239405,3.5846413222357154,0,1,5.072395017769242,0,0,0,0,1,0,XXXConfid +4853,71,1,0,2,21.9143924672818,0,0.9580907927661264,8.594595563423313,7.641307921794725,6.055813588848742,0,0,0,0,0,0,164,77,168.97659556142844,66.26338326127474,65.30227644438398,159.6334475338228,22.987887989385623,8.839665712230854,0,0,0.5276860237993009,0,0,0,0,0,0,XXXConfid +4854,88,1,0,1,16.514566734854224,0,16.322112077202103,1.0069766537658764,4.70746710762756,9.38249302529594,1,0,1,0,0,0,112,97,195.94341922089143,159.2484574258704,70.4543307135279,227.63500296147316,24.20557573242864,4.661765419479304,0,1,4.110831569813538,0,1,0,0,1,0,XXXConfid +4855,61,0,0,1,35.60109736804393,0,0.5187279188311034,0.3716132694137886,9.091479762329254,5.710991648693582,0,1,0,0,0,0,164,78,232.59466983960618,93.6536817565788,65.16191839805974,126.68281688981004,23.032406031248755,3.6318503702465654,0,0,9.158020062900489,0,0,0,0,0,0,XXXConfid +4856,78,1,3,1,23.15713741823646,0,10.094162314107791,4.099069626303075,3.895201606378682,5.970889347472665,0,0,0,0,0,0,149,76,225.55939340377057,196.70776194030103,66.34977059816578,294.16206598627855,29.43358544840514,4.120742721267661,0,0,5.248982718413318,0,0,0,0,0,0,XXXConfid +4857,89,0,0,0,34.8538147279089,0,7.010803076294874,0.22169456145884503,0.15347444232013063,7.965444592825177,1,0,0,0,0,1,163,81,243.92354283413084,55.57897392657859,77.77086350733633,194.03247278318332,8.183706172857171,3.955961917279085,1,0,8.036658859048744,1,0,0,0,0,1,XXXConfid +4858,74,1,0,1,21.3997647465231,1,13.170067046148443,9.129938879214652,7.273111374956961,9.774264069329137,1,1,0,0,1,1,155,83,229.7004503799311,196.98481909088176,64.58814154643015,390.0829858948339,0.40682889410143863,1.4764821924718075,0,1,3.53527299449416,0,0,1,0,0,1,XXXConfid +4859,83,1,0,0,29.89175265787035,0,19.45714612340072,6.293358538460085,1.7813292806462189,8.89028049282581,0,0,0,1,0,0,97,61,288.55624733231326,181.21181428798428,60.72750352876569,312.84851977863036,12.76520923913263,3.229809820812638,0,0,0.2119534894129338,0,0,0,0,0,1,XXXConfid +4860,60,1,0,2,24.97428624623763,0,18.454895623919924,3.7227860690826287,3.7952117966990038,5.40147540248275,0,0,0,0,0,0,147,111,162.43970661444325,62.464566722621534,48.23296747994454,107.56034346423573,22.65884916861422,8.039719776027024,0,0,6.94343205064342,0,0,1,0,1,0,XXXConfid +4861,76,1,0,1,34.623723191723585,1,6.864896281212893,6.224811709111132,2.3010466903936564,5.847680946961083,0,1,0,0,0,0,177,97,225.52360074939367,173.56279030109613,44.223526616067936,258.7756723039867,2.4311570204432567,1.67348441663418,0,0,7.575328943875466,0,1,0,1,0,0,XXXConfid +4862,88,1,0,2,21.975751533561453,0,6.1872929959764384,2.9049789477362378,8.067845033991407,9.400618597127103,0,0,0,1,0,0,104,103,157.26108714570242,112.65382549390236,43.20210778360107,136.0447908330929,11.719457051091718,4.659545789590084,0,1,5.637145604199859,0,0,1,0,1,1,XXXConfid +4863,85,0,2,1,33.29276535206675,0,14.65896610965057,1.032838031467157,5.735418453327697,9.162086050044001,0,0,0,0,0,0,155,87,203.93913216532138,177.13103011539255,62.60630399146882,272.1183940586152,16.158150970029077,7.71837329401981,0,0,2.1141165758056877,0,0,0,1,1,0,XXXConfid +4864,69,1,1,1,15.567789564232186,1,14.837210472025177,8.860267773661622,6.745761794214412,8.776681783666929,1,0,1,0,0,0,129,70,240.085931777943,84.48971577360902,83.16547397239935,81.97512108670777,16.59336087937438,1.1030265635782277,0,0,1.418047669309076,1,0,0,0,0,1,XXXConfid +4865,90,1,0,3,38.775195741512675,1,3.724094213052087,5.154916286640572,8.33609180750232,4.738131517107642,1,0,0,1,0,0,111,66,173.0436810328988,189.78133142800903,25.47532188698205,218.92510591839323,29.09127959584554,4.846582008528508,0,0,2.165398503931649,1,0,0,0,1,0,XXXConfid +4866,63,1,0,1,22.924641746317224,1,15.217973014043888,9.208989543673948,2.277149975635938,8.974868275069232,0,0,0,0,0,1,172,114,180.46496451732003,89.27368905869047,77.68938666235047,279.9927158326692,2.7819625740977925,4.769956302606727,0,0,0.3532802058984652,1,0,1,0,0,1,XXXConfid +4867,60,1,0,0,30.017337150619387,0,6.36917872049626,5.371700899275066,4.475316472463043,8.054286018600276,0,0,1,0,0,0,160,93,275.8457391246298,110.26774024216024,97.33082512886445,311.73800146077093,10.720276714736945,9.973696988972861,0,0,6.499084351981635,0,0,0,0,0,0,XXXConfid +4868,60,0,0,0,33.1124956532412,0,0.7224703481258854,4.382984750285274,1.612894746741087,5.009484294214631,1,0,0,0,1,0,129,107,279.6537551405323,173.13763632395597,70.45611883649028,337.47884468907966,5.50783200387616,2.8766708105698404,0,0,1.8220838547621743,0,0,0,0,0,1,XXXConfid +4869,77,1,1,2,19.364545083578612,0,18.23714054886429,1.4770531540776022,3.4808279159120548,7.471877693572239,0,0,0,0,0,0,166,93,295.9802426390147,115.01580550387871,82.49633979467387,195.39322332666708,22.866157399945575,1.8043918926760538,0,0,8.8256852341999,0,0,0,1,0,0,XXXConfid +4870,83,0,2,3,16.55252871972151,0,9.705141862659863,8.269198501132543,7.1195781858522125,9.736569156781895,0,0,1,0,0,0,118,116,268.92344332118483,149.66081811137974,52.895686405399985,80.35472685031178,6.064562357028919,8.096497172558921,0,0,1.9800251524549062,0,0,0,0,1,0,XXXConfid +4871,70,0,0,1,39.63715262864945,0,3.6819929057498557,0.28550962956833237,5.19867613761583,7.682909988495406,0,0,0,0,0,1,92,70,281.02681992430763,169.72617619895976,99.76895477633977,343.56734217585154,15.20651974704618,5.825126056150248,0,1,8.126068316033583,0,1,1,0,1,0,XXXConfid +4872,84,1,0,1,18.50231568083795,1,11.748440774046774,2.6774430389408943,9.307697901972542,8.9404029913721,0,0,0,0,0,0,96,88,264.5473194263046,56.90287563925772,44.6372002769487,169.1285072067669,5.26097229146119,3.7562994196685615,0,0,3.1501145106673323,0,0,1,1,0,1,XXXConfid +4873,70,1,0,1,35.41867033645954,1,13.83570224460589,3.434712218248599,3.8767153452979928,6.864590764118251,0,0,0,1,0,0,99,102,187.68680360976668,161.55097289078054,80.56483394481955,377.09880952975846,16.663273233674666,4.958081298624196,0,0,1.947732516966878,0,1,0,0,0,1,XXXConfid +4874,75,0,3,1,21.574301393517494,0,6.684209270022374,2.6877289829436313,6.3357183183779275,8.384601758309202,1,0,0,0,0,0,124,61,289.11700590485935,177.91054518440922,25.08097054136754,387.25918687786077,13.91464044383601,2.890268849334957,1,0,7.95965331252532,0,0,0,0,1,1,XXXConfid +4875,71,0,0,2,37.05114444699741,0,19.63251740642762,3.0246306345759812,7.271644439542941,8.863252738273506,1,0,1,0,0,0,130,94,278.35916670533584,180.08906834411812,60.94312315018498,56.73012751750227,10.965728849438367,9.713520837277493,0,0,5.730220652794644,0,0,0,0,0,0,XXXConfid +4876,88,1,0,0,31.98930423714245,0,10.299023309938331,1.2994388924516342,0.19765529921098146,8.193919243956906,0,0,0,0,0,0,141,75,158.85166065427694,72.35327226847562,79.96920950997878,93.30592663223183,27.646536707741657,8.920055551998942,0,1,5.171574287470877,1,0,0,0,0,0,XXXConfid +4877,64,0,0,2,29.811658619283072,0,13.22458957240599,8.38278544844905,1.560659707437435,6.279817322373436,1,0,0,0,0,0,108,62,273.7059254675671,110.60641455528682,60.56723801982741,290.6907429198836,27.353680845072713,9.624123138111996,0,0,7.4747654201769,0,0,1,0,0,0,XXXConfid +4878,60,1,2,0,33.01111854647752,0,18.924952941751872,4.550097985786058,2.9136642896337306,6.885776580544102,0,0,0,0,0,0,175,78,254.78990256204037,136.60340448863923,27.9129164661245,98.04891394684459,18.50423261117672,6.425783764113225,1,0,1.95328042423503,0,0,0,0,0,1,XXXConfid +4879,82,1,1,2,36.563428334557656,0,16.50768400600212,4.776335485676962,3.7470081036281897,5.980217209872899,0,0,0,0,0,0,156,100,191.5080096922423,178.84219549915235,77.46754430888521,168.19733572842802,1.408127831978574,1.2237833114819463,0,0,0.8980223000328591,0,0,0,1,0,1,XXXConfid +4880,63,0,3,2,21.615799680101308,1,13.304053227716071,0.8359445390799392,0.013055683764013892,5.314996764804624,0,0,0,0,0,0,176,85,193.52892886460518,127.33582741705393,78.84216015725939,198.00944038134028,6.061105467435343,5.572770025889363,0,1,8.045859436750382,0,0,0,0,0,0,XXXConfid +4881,76,0,3,0,22.43511669564493,0,7.640756818619437,9.495844194108189,5.787581574977284,7.976352588369464,0,0,0,0,0,0,155,93,167.81618579187221,168.6719950253962,46.61218304363174,274.3757908136106,6.333894355714965,1.40478589455724,0,1,4.008385326440212,0,0,0,0,0,1,XXXConfid +4882,60,0,1,1,16.19656940234525,0,4.7167250048000975,3.7598151292772686,3.3944368598674366,9.636810651736614,0,0,0,0,0,0,172,64,273.0459290095681,174.85615753999411,90.1344580772458,118.19055925076849,19.9657358198544,6.284235895115312,0,1,7.681795642179516,0,0,0,0,0,0,XXXConfid +4883,80,0,1,2,22.098602158803494,0,11.810070878595738,8.28772655929743,7.104164991674189,4.56083583911451,1,1,0,1,0,1,164,77,277.4538806064477,115.57522748912793,22.943901717360706,217.70825296274802,8.872014183082024,5.582297036222111,0,0,1.430123116790194,0,0,0,0,0,0,XXXConfid +4884,73,0,3,1,16.207436981928865,0,17.833373488481573,8.484430437995867,8.329890047595278,4.918900700392317,0,0,0,0,0,0,121,98,173.07766035686896,117.9705417211171,72.42447291662387,258.99161151148553,5.702688382673761,2.61001650250831,0,0,6.021654732403647,0,1,0,0,0,0,XXXConfid +4885,66,0,0,2,37.73988463742744,0,6.2448893675415595,1.8951877610808088,4.316523127086739,8.794594679867194,1,0,0,0,0,1,94,96,188.78923939536244,67.19219809108421,68.38723496954967,69.83622464544632,21.590225708790463,9.302898476857228,1,1,7.767304971935907,0,0,0,0,1,1,XXXConfid +4886,78,1,0,1,16.853584088126095,0,9.600317698311699,7.902595613198882,6.6288997513964985,7.123507657825934,0,0,1,0,0,0,131,101,212.47246996526508,146.88601533953707,79.99209827228513,97.55502814495392,17.81276866111878,2.5698164492973974,0,0,5.55950112723533,1,1,1,0,1,0,XXXConfid +4887,76,0,0,1,31.581079273681905,0,6.260215933117643,3.6979765757731697,7.987123333355083,5.177029721758176,0,0,1,0,0,0,111,116,201.8950938007817,112.08137307707734,42.27718151160875,343.32960407701034,10.26290389461461,8.079710477402601,0,0,2.5745368579504158,0,0,0,0,0,0,XXXConfid +4888,60,1,0,1,35.75544656773175,1,15.29661217895988,6.941537038261389,3.927410437575448,9.51437554775407,0,0,0,0,0,0,142,68,221.01240806080466,182.04178787014808,24.832003137902934,223.84836993439086,16.793106405945903,1.952813388900102,0,0,5.645817178938193,0,0,0,0,1,0,XXXConfid +4889,60,1,3,1,31.641952265104614,0,9.367301838117307,7.93212977402481,3.350938876441286,6.244615652693188,0,0,0,1,0,0,146,96,220.0163123622923,70.23048682511055,32.5195175802921,287.04267859328814,5.091876029731978,1.0675565287570632,0,0,7.3808650445765345,0,0,0,0,1,0,XXXConfid +4890,79,1,3,1,35.22931797932756,1,17.60710221169267,4.0797677473831175,8.14357702877681,8.945353599115993,0,0,0,0,0,0,105,116,227.16817347591945,97.1531128732554,62.41122611825272,360.02878206499776,4.940487035795313,6.671779437735024,0,0,2.4492914035082167,0,0,0,0,1,0,XXXConfid +4891,68,1,0,0,34.85118424091242,0,0.9017595300259695,4.719271867395008,4.218714955088135,4.214771769629818,0,0,0,0,0,0,125,95,277.61024803612486,199.9365651557248,21.164603359858685,98.99052578156584,9.117392758674262,1.9010808664313483,0,0,2.5532058423299118,0,0,0,0,1,1,XXXConfid +4892,74,0,0,0,38.23211098955082,0,9.32850390763628,4.347627047022486,7.5825546231652385,9.983428632132625,0,0,1,1,1,0,135,102,160.13870547203433,61.96759186826718,77.57169538371113,311.65201099497256,27.30321756884299,8.552445406852774,0,0,8.819599480967778,0,0,0,0,0,0,XXXConfid +4893,82,0,1,2,35.02768690192421,0,19.67955058131253,7.734304947746926,8.571591763187335,9.370081092313136,1,1,0,0,0,0,101,109,247.22463635534703,129.54769852887912,96.27099476005051,225.82029581665168,23.710398939840864,4.056961488406904,0,0,7.330651147575219,0,0,0,0,0,0,XXXConfid +4894,72,0,0,1,21.811223423058642,0,3.7046534454492552,3.365452018155671,4.513798916201567,7.294820346081822,0,1,0,0,0,0,137,75,231.54541225488043,63.41103565670389,30.459713821000385,281.0948932988049,8.657999725936584,6.87802469048415,1,0,0.6661815875119215,0,0,0,0,1,1,XXXConfid +4895,63,1,0,2,26.225709855099446,0,16.75322950177155,7.877661114110584,1.3555433919960436,4.056827085441213,0,0,0,0,0,0,116,109,276.180575953153,163.6697902590918,67.595978611207,348.3841175690498,16.193425763337142,5.564241054245692,0,0,9.428105130310795,1,0,0,0,0,0,XXXConfid +4896,80,1,0,1,26.86631222102816,0,13.160706271895732,2.8501250993820593,8.474539820843008,4.3364672433234785,0,0,1,0,0,1,136,62,275.1398803419251,104.149828593834,70.93336490235865,128.95808093513972,8.84166266122588,9.042163068686328,0,0,4.039577085800293,0,0,1,0,1,0,XXXConfid +4897,69,1,0,1,32.4166003997243,1,19.168231120072605,4.860084547157149,1.1065105014421683,8.842697311411087,1,0,0,0,0,0,158,110,198.11146781203757,132.43479546988738,44.26939628848521,60.591016313505534,7.907786547378257,5.0627495656030295,0,0,1.6570552316266385,0,0,1,0,0,0,XXXConfid +4898,83,1,0,1,17.08057903435431,0,2.1197435464905023,6.145030221749322,1.7519098059260996,6.267035704189427,1,0,0,0,0,1,146,108,196.11586094036397,135.17181026032029,90.77046038751496,229.46406428258803,24.476474520515968,5.760718923520887,1,0,3.0126142063024552,0,0,0,0,0,0,XXXConfid +4899,64,0,0,2,25.313124846972748,1,19.695114144109994,6.893605137311917,5.970611228721551,5.192307311539606,1,0,0,0,0,0,145,71,215.31097202243245,142.41297026429805,41.549178276105366,221.7729651892807,5.8852613118124495,9.50382954679168,0,0,8.900857690828463,0,0,0,1,0,0,XXXConfid +4900,66,0,0,2,29.59327449135317,0,5.090043119907968,7.015328512975232,8.28969473996984,8.549867465938892,0,0,0,0,0,0,90,102,280.0066214995712,153.8523529929911,86.32876796415604,239.74238203920004,20.796712352329273,2.432584183624753,1,0,5.246875445881626,1,0,1,0,0,1,XXXConfid +4901,69,1,0,2,23.295405156859346,0,5.155943036157826,6.61599591159284,6.290659617589457,7.512128093721149,1,0,0,0,0,0,127,106,222.73257482237773,98.71490470047411,84.61806779716032,368.01353409764897,11.38266137232957,4.2845700923655,0,1,4.73337048844842,0,0,0,1,0,1,XXXConfid +4902,68,1,0,0,28.65526564258021,0,17.61862752188633,6.986113659199039,5.667312653941993,6.457284377165646,0,0,0,0,0,0,123,112,151.2807568338238,173.09197589470241,61.256629452673934,52.41445084314964,20.824012119652448,9.710308870767696,0,0,3.3976818401683415,0,0,0,0,1,0,XXXConfid +4903,79,1,1,1,34.48703240068921,0,2.360028031010548,8.4100633628696,4.973181103293549,8.847994802358622,1,0,0,1,0,0,152,70,238.28388819984156,63.38173875560402,75.01645339186497,295.75953803520736,0.3981314160747851,1.9599634803141297,0,1,8.827238826652112,0,0,0,0,1,1,XXXConfid +4904,84,1,0,2,15.754083241748804,0,18.452767152448413,5.588130078940077,5.470976235440991,7.614823307113453,1,0,0,0,0,0,174,110,190.56512344441654,80.43534981823309,88.40602236396707,187.8857836624793,22.695703261183542,4.169808046512033,0,0,0.3685673329288086,0,0,0,0,0,1,XXXConfid +4905,77,1,0,1,17.397549220323974,0,13.72046617798585,5.621272925674869,8.114532984561473,4.66453901445278,0,0,0,0,0,0,144,104,216.59672457565324,78.98501931354974,86.54053159228386,162.73488638779423,28.619630972014065,0.48806012260009024,0,0,5.736978859880423,1,0,0,1,1,0,XXXConfid +4906,82,1,3,1,31.61121348110381,0,8.351134521512753,7.823262493112707,1.9478480548047972,6.1450709617044215,1,1,0,0,0,0,149,79,164.12004267048758,188.2495384705369,28.116803494597534,162.88961305456723,17.678318944579633,5.242831581275713,0,0,2.7838213899053175,0,0,0,0,1,0,XXXConfid +4907,87,1,1,3,37.315081793410286,0,16.85794093818388,2.7239381038046275,3.9805169211186806,8.579315066705979,0,0,1,0,0,0,102,93,264.53601846985634,191.76879218679707,55.62380039969085,352.71468908144107,4.509610212645736,9.181931671268206,0,0,7.15534746547535,0,0,1,0,0,0,XXXConfid +4908,77,1,3,1,28.33956370827761,1,19.96687514231906,1.9519286142022052,0.954634048803662,6.7005075685591375,0,0,0,0,0,0,155,79,165.97540822290176,145.48007363292982,58.57642036384099,348.4398218224657,5.95256433990257,0.26126282048767324,0,0,8.547913518665016,0,0,0,0,0,0,XXXConfid +4909,68,1,3,3,15.794386042426545,0,9.393492265439514,3.838677523860765,2.317705593576702,6.396638145313985,0,0,0,0,0,1,108,75,190.51981852600312,55.50110408292393,43.10607542947129,350.56023235070865,13.478835825443635,0.9449032954263015,0,0,3.251197863759445,0,0,0,0,0,1,XXXConfid +4910,63,1,0,1,25.963246288268145,0,17.3723113292958,6.065147916442784,1.7375876529176415,9.302614122631262,1,0,0,0,0,0,126,62,185.48508499293632,76.9016578894161,48.578074973134875,275.9168163369811,18.038696838510525,8.777405490927519,1,0,5.0389727358981276,0,1,0,0,1,0,XXXConfid +4911,85,1,0,2,22.925783045554986,0,17.585493474728548,5.109163018047287,5.108594593846409,8.634985519583338,1,0,0,1,0,0,94,106,245.75476073248802,143.4379129323255,56.12173001334641,326.8745753931273,6.207370230452844,2.4193407163430667,0,0,3.918579557374222,0,0,0,0,0,1,XXXConfid +4912,63,1,0,2,39.79396986822624,0,6.496444797823062,0.66452914823115,7.561093456092172,5.863165775644562,0,0,1,0,0,0,90,62,237.3055866515752,186.6042157945485,42.44826415894438,295.41900538288616,14.729232573331867,8.457156489069613,1,1,8.022176289875283,0,0,1,1,1,1,XXXConfid +4913,87,1,0,2,36.737824973564315,0,17.913998427854864,0.06853862623869222,2.9476931743198884,7.582171801500154,0,0,0,0,0,0,136,76,264.5604712379573,115.3491548580911,48.824428471899196,399.8881375858133,1.2454337186860853,5.786867383263045,0,0,5.884869827146254,0,0,0,0,0,0,XXXConfid +4914,69,0,0,3,25.063256468383464,1,19.79239153015194,1.4556400240537137,3.896881920012236,5.254170845402334,1,0,1,1,0,1,121,78,167.39514579812007,71.08167486640009,58.27546808976201,79.90945446161689,16.05113087076259,6.329548861342525,0,0,3.6360619343605736,0,1,0,0,1,0,XXXConfid +4915,70,1,3,2,20.18559756769313,0,15.283926608128349,3.6543451787474535,0.5595805354872396,9.775853852634375,0,0,0,1,0,0,146,66,193.37119634246773,90.02505227902175,24.43651279399723,218.85062987453793,29.14633969481036,9.161333897055524,0,0,6.067723406694055,0,0,0,0,0,0,XXXConfid +4916,63,0,1,0,37.2778842697443,1,6.1422017550811825,2.524450733657363,9.179861911576321,8.047719763632672,0,0,0,0,1,0,144,84,220.0008012084412,155.45955148518635,66.12431381874288,294.631045767022,27.58040160731845,2.700258379970312,1,0,4.878741304159389,0,0,0,0,0,0,XXXConfid +4917,60,0,1,1,27.76561281358562,1,19.524423350319218,4.437512567652144,4.9805347513902865,5.1281299127855755,0,0,0,0,0,0,155,119,164.8374751294404,77.66167686090029,69.37747407673359,336.9964704552613,12.95605506651217,3.473196336650642,0,0,9.768333382895522,0,0,0,0,0,0,XXXConfid +4918,87,1,1,3,39.13352837730506,0,17.1566242285996,5.142474584610206,3.8947392221856783,8.047322494541007,0,0,1,1,0,0,156,103,180.46976119645672,103.93875186817728,71.87525815810649,149.59064906679967,28.18543197388794,5.922436375861793,1,0,5.410824185523651,0,0,0,0,1,0,XXXConfid +4919,71,1,0,0,27.830775847190196,0,13.840064974020425,3.598203487321454,9.092869411310406,8.015484154109947,0,0,0,1,0,0,126,72,225.23494322711883,86.93625921634761,78.24937545131348,147.233922986298,10.758947442476089,4.7145710233311995,0,0,0.9228967210211858,0,0,0,0,0,1,XXXConfid +4920,66,0,1,1,21.348198668213392,0,17.796538616521296,0.4040290980123007,6.5080839904815635,6.336382527487426,1,0,0,0,0,0,148,84,269.0935544732931,177.3332432846567,83.93503703987889,161.06558867543782,15.190488343148274,4.76530136186626,0,0,7.014939936490442,0,1,0,0,0,0,XXXConfid +4921,81,1,0,1,30.041415493743873,1,4.605116153789066,5.226966648002488,7.751996778624934,7.906201079333949,0,0,0,0,0,0,155,75,293.05131635558047,139.60695618666284,64.04585831613625,257.98144023723245,17.09045206331354,0.8790594757271364,0,0,3.498997155300667,0,0,0,0,0,1,XXXConfid +4922,67,1,0,1,32.917797482011814,0,6.089406426549391,2.2445231151162206,6.156294643619564,4.231904221095901,0,0,0,0,0,0,119,104,169.4382373838562,183.89529699043496,90.44238598707709,99.76446053905782,18.63532751321012,4.320276975265914,1,0,0.4229106564131291,0,0,1,0,0,1,XXXConfid +4923,88,1,1,2,31.322618446726356,0,9.002002991985785,8.312775800984175,7.252256946338063,6.491370942467935,0,0,0,0,0,0,132,80,190.21863871364468,59.561255041171364,45.20109065635215,85.1686985667269,17.068026399626454,1.9239505615351415,0,0,3.773315549233991,0,1,0,0,0,1,XXXConfid +4924,66,1,0,2,28.730642530703108,0,2.836562813407868,2.8623769371467134,9.962781706857225,7.44015293853918,1,0,0,0,1,0,110,61,186.97651887776095,62.68230984443822,38.152480789340004,54.828291338317875,25.887597557563915,8.116123474923656,0,0,0.15485635285437338,0,0,0,0,0,0,XXXConfid +4925,79,0,1,0,20.781603041625427,0,9.98346126971493,7.634173992808607,1.8071031723310282,5.453489555561596,1,0,0,0,0,0,131,96,220.9351604296395,125.93943497311665,98.06800048362301,366.9166737464511,7.260801023492062,1.7942483849058588,0,0,5.7629909306574145,1,0,0,0,0,0,XXXConfid +4926,89,0,3,0,34.0688589521036,0,10.366758192991586,4.036442044004423,6.922538965700568,4.6812246050912485,0,0,0,0,0,0,148,73,203.88089785805283,87.53261252907103,63.59812607778524,398.85578527040536,26.05289432556832,5.375868215909975,0,0,5.148506445160905,1,0,0,0,0,0,XXXConfid +4927,60,0,0,2,32.894204946756744,0,0.6082776318857186,4.191025867562692,5.986073182115908,9.068296380011112,1,0,0,0,0,0,162,60,294.38475281408716,199.80717918251392,67.23850034736532,185.93278905522442,7.258038390730414,7.084496132367723,0,0,8.910499036756981,0,0,0,0,0,0,XXXConfid +4928,84,1,0,2,34.272559087525686,0,16.060407754791054,5.141069382315596,5.905516557725861,9.630179347348292,0,0,0,0,0,1,150,61,269.52392968567915,128.21800071704,60.55717027304098,149.5280449833395,25.080874294051966,3.5483166386307383,0,1,9.156082915101072,0,0,0,1,0,0,XXXConfid +4929,74,1,1,1,32.148697804031585,1,14.800527179648547,3.69866679208509,7.393709392916662,9.77970487005159,0,1,0,0,0,1,101,110,248.32346066071483,154.44884841326734,87.80043156289963,186.93726749848238,26.767175744285222,6.640491403191327,0,1,5.943198792633611,0,0,0,1,1,0,XXXConfid +4930,75,1,2,3,20.621037801883027,1,17.69859172977573,3.1742770873400907,8.08099148460136,9.156386000377923,0,0,0,0,0,0,129,108,276.714789830303,176.67929240994823,66.59906770881864,65.64587827704061,11.272435561736133,5.092444793033345,1,0,1.1689774672725894,0,0,1,0,0,1,XXXConfid +4931,84,1,0,1,29.913352108349898,1,7.1155960211959846,5.957518975626447,0.9003002584891251,7.708647962553311,0,0,0,0,0,1,122,62,250.4528895015082,73.83591017269481,58.107671996002196,202.0724175359092,8.412409905734744,7.287104255369696,0,0,7.555005226861132,0,0,0,0,0,0,XXXConfid +4932,62,1,0,3,24.310318837351105,0,18.024217249858392,4.867640413742478,2.5396253858467013,9.223367621354052,1,0,0,0,0,0,154,91,157.47013581783307,129.09504901766178,48.66010213733191,153.42656890903197,5.415193562304415,9.118460893521075,0,0,6.625033549970923,0,0,1,0,0,0,XXXConfid +4933,78,1,0,2,24.265812908986018,1,19.800010494290238,4.427868031308888,0.3079157255631615,5.277151781041667,1,1,0,0,0,0,169,101,287.9565592986347,74.48851157454618,48.73395916526966,239.7639561875005,8.012671641809408,9.22746414070656,0,1,6.684108336432633,0,0,0,0,0,0,XXXConfid +4934,89,0,0,1,38.13850258821758,0,4.167783582388472,7.489578799691613,0.6991677183427403,9.586542040254443,1,1,0,0,1,1,158,68,245.52307906872892,66.76741879882246,22.358738461346938,273.17396900636885,27.687501930606192,0.6756083766167698,0,0,9.72298813374189,0,0,0,0,1,0,XXXConfid +4935,82,0,3,2,15.031271340942569,0,7.792302600955794,7.8698497364470175,0.10722630901116359,7.819307143757181,0,1,0,0,0,0,134,77,244.56056353961242,136.15892918908986,79.3338257052585,352.064704945503,20.000243480017048,9.148802553528807,1,1,9.699319826374664,0,0,0,0,0,1,XXXConfid +4936,69,0,0,1,35.28892179392558,0,12.47389178931434,4.293537665206411,9.733991307292031,6.780675413513996,1,1,0,0,0,0,142,91,193.43318752102073,148.96423615552496,70.57842301361097,223.70260942130386,5.6777683179073835,3.6725213184352667,1,1,3.9165213185919425,0,0,1,1,0,1,XXXConfid +4937,90,0,0,3,39.66146454879683,1,6.957363345770792,5.601585140272508,7.169251841499995,9.509201433883971,0,0,0,0,0,0,123,103,245.05838233240416,102.10959415452871,54.082119256994574,95.59347695990154,7.906937348530776,7.184587978018873,0,0,6.52876543790839,0,0,0,0,1,0,XXXConfid +4938,75,1,0,1,18.966819455569205,0,18.794120178474515,6.417288761104394,2.2695763958531145,5.9175987625245146,0,0,0,0,0,0,167,103,290.17199469090383,118.45979205263308,61.89854949638405,133.81384564088026,8.79205457129941,6.285716952697845,0,0,5.944415539914027,0,0,1,0,0,0,XXXConfid +4939,67,1,1,0,29.300473328511185,0,13.603866235962034,9.296853838531842,3.5009607362127424,5.06908221367117,1,0,0,0,0,0,134,69,214.98770809230376,108.00543816495718,43.2861738022558,393.95700413152326,22.85569643798405,4.625447966370969,0,0,7.551030422690665,0,1,0,0,0,0,XXXConfid +4940,90,0,0,0,38.76117622690488,0,13.762192131980253,7.442755354212772,1.4837634378416187,6.098709536367071,0,1,0,0,0,0,161,62,174.74656336272892,79.08448522600324,87.74716384603208,321.51854029787046,18.373714516959243,7.437289169812394,0,0,6.5070510260234595,0,0,0,0,0,0,XXXConfid +4941,75,1,3,2,24.471610718026604,0,18.444352195549694,8.027074916034952,4.9599182199922165,8.063560556264918,1,0,0,0,0,0,114,84,202.11853321116496,190.34552269017004,60.31247743716234,376.51559849991565,16.56140737376939,5.803625637124284,0,0,7.738044524219106,1,0,0,1,1,0,XXXConfid +4942,75,1,3,2,18.755428590199497,1,8.523478616041661,1.9279214769659614,0.14454316163059588,7.694271779072983,0,0,0,0,0,1,106,61,151.70460566244242,74.21427196981256,39.16817048038587,350.63498363935935,11.967205612918479,0.9214827622178856,0,1,6.125917513218032,1,0,1,0,0,1,XXXConfid +4943,89,0,0,2,30.20358420574792,0,5.435166380078245,3.961081177895449,1.3239811244539756,8.66061440694953,0,0,1,0,0,0,97,119,232.00503228979136,127.29560627309121,95.8692909404701,351.7412900009346,16.65524535686482,7.8706057833029615,1,0,8.740066666107376,1,0,0,0,0,0,XXXConfid +4944,85,1,0,2,17.482584988237104,0,7.074457835941863,3.24718126518993,2.7254903347429025,7.345048931349302,1,0,0,1,0,1,166,82,166.12758368833778,66.24311935106493,62.42087775007906,269.77408005951,20.53311105122186,5.467276816575678,0,0,9.426069411740277,0,0,0,0,0,0,XXXConfid +4945,60,0,0,0,36.3688912566036,0,14.237706359643528,9.947909587222547,3.586004626484194,5.520566093053901,0,0,0,0,0,0,149,65,278.4301977674514,96.40824484312148,76.36352499475436,269.15393023825425,23.70858448061374,1.7981949716790402,0,0,0.7634526515853812,0,0,0,0,1,1,XXXConfid +4946,87,1,1,2,39.693680475688666,1,8.250450883744298,8.847971682800582,7.000779323052615,6.915031210343294,0,0,0,0,1,0,176,70,202.35133653846842,158.22334488890488,37.87751580796741,242.86897750249122,26.191108324708015,4.271958325421021,0,1,6.182935563459892,0,0,0,0,0,0,XXXConfid +4947,78,1,0,0,17.119822007791228,1,15.538480134163297,3.7163468493928975,2.804160625065789,4.808708488074845,0,0,0,0,0,0,164,64,294.486667295795,187.67021440352872,56.77181145193006,340.249994179419,5.05755734942592,0.8792437607754189,0,0,1.9334571279540491,0,0,0,0,0,1,XXXConfid +4948,68,1,0,2,33.016448227412226,0,19.650082385821793,9.095152050338456,3.297929314133532,4.45742816322351,0,0,0,0,0,0,92,91,235.26074679850558,192.31769381021107,92.5423474155335,92.4265731328448,23.15888064395245,2.1742029231794446,0,1,5.648074217577181,0,0,0,0,0,1,XXXConfid +4949,76,1,1,2,18.093532468486977,0,3.8821332323053426,2.0415893269447905,1.4219003043402922,8.542214506190096,0,1,0,0,0,0,165,97,195.58777772324555,103.0284495691586,29.566735287480277,208.51295104885384,9.256683329802799,3.1110555241662583,0,0,5.886228306449148,0,0,0,0,0,0,XXXConfid +4950,75,1,3,1,20.623037534982224,1,5.9596829534642115,9.874974891227813,1.4844827015353823,9.44338726105834,0,0,0,0,0,0,91,85,221.6835529097355,55.769558235014706,45.051715596565174,155.36121484173236,9.529089953012083,1.1577194005076907,0,0,9.11698580714558,0,0,0,0,0,0,XXXConfid +4951,83,1,0,1,25.047418770295472,0,19.972927101772417,4.236013001222942,8.897781165910484,5.018263059859555,0,0,0,0,0,0,158,82,275.15633220292716,157.0593778659573,40.71075862017431,282.78669106401327,12.509261969713656,2.762328390493052,0,0,4.041915428565223,0,1,0,1,0,1,XXXConfid +4952,65,1,2,2,16.63153375291955,0,12.036374463629047,6.729113935977917,8.369564749604304,6.518285464954447,0,0,0,0,1,0,152,109,236.8272453747436,115.8057032056351,36.24971949841519,209.24600849636843,19.856425477600386,8.154822821675824,1,0,1.1208250793440555,0,0,0,0,0,1,XXXConfid +4953,85,0,0,2,35.728179579870144,1,19.806976023797894,7.184832376155667,0.2735842752810935,5.430600991442037,0,0,0,1,0,1,108,85,221.52080985921594,100.06714745024748,49.647919677415345,52.05209661709366,20.47671980708335,3.107962678961033,0,0,0.8073180984283612,0,1,1,1,0,1,XXXConfid +4954,65,0,0,2,28.466693901424833,1,19.422125645070405,4.019272802129294,5.60034498468526,4.511287752779665,1,0,0,1,1,0,107,76,272.06743941099427,170.53023365232386,66.76463693023453,321.1950344964613,8.766542065549704,9.478909650676151,0,1,8.226551096840687,0,0,0,0,0,0,XXXConfid +4955,67,1,0,1,38.50706903065149,0,13.110136368036073,0.18367659357513277,7.857243670654594,9.393881445727539,1,0,0,0,0,0,146,62,227.91034414430385,160.78439511927985,38.83863413325477,272.9106847797087,9.119745064670312,4.518474773418568,0,0,9.521925790488226,0,0,0,0,0,0,XXXConfid +4956,83,1,0,2,26.662335489072568,1,5.934112137267238,3.410777046376947,8.772172861883533,4.470068474942693,0,0,0,0,0,1,110,119,289.00987789570615,151.98178143041315,30.660097501841854,218.38219646077548,24.03314229778539,4.737546300559857,0,0,5.237469077298237,0,0,1,0,0,0,XXXConfid +4957,83,0,0,1,23.59353938398644,1,17.189149120554966,8.399828228375647,3.746043424708736,8.807931749114353,0,1,0,0,0,0,138,104,235.6287720267144,144.90933127740738,22.505710293881044,227.9051488414481,6.072704952388031,5.178873271777942,0,0,6.683712971209454,0,0,1,0,1,0,XXXConfid +4958,86,1,1,2,27.764649514133453,1,13.843982527440872,6.411627158121459,2.091097145751586,9.292146954407432,0,0,0,0,0,0,130,62,268.33283158116274,87.88933368516439,27.028112115387614,140.24467345109048,11.167594767311954,8.508945146231785,0,1,6.598480167885718,0,0,1,1,0,0,XXXConfid +4959,72,1,0,3,23.789912096611463,0,3.2609654804256283,5.1722264791111625,8.74045419007889,9.379208690685719,0,0,0,0,0,0,154,118,259.5578086718944,94.48042985113675,56.653049239580255,279.38618964176817,29.105461551500078,6.892248011581157,0,0,7.440937975491496,1,0,1,1,0,0,XXXConfid +4960,90,0,0,0,18.180227045851527,0,16.819259533091532,1.141677172678378,9.095786232368797,9.625827289185676,0,0,0,0,0,0,119,77,212.12123564677157,134.06858427522204,82.66310860467888,356.65412055925,6.164382877293627,1.9572560954570006,0,0,0.2816596841377361,0,0,1,0,0,1,XXXConfid +4961,69,0,0,2,17.939951214126285,0,7.718617831685457,7.614818071895626,6.178232546613537,9.274465337952147,0,0,0,0,0,0,121,88,248.55146548214964,127.52565589942769,32.60887998410854,96.88357602955332,3.054439519015469,4.470867332653535,0,0,5.846067974889996,0,0,0,0,1,0,XXXConfid +4962,73,0,0,1,33.00555717514902,1,14.05369447063845,3.6884102930382143,6.053318453324019,4.097670272113894,0,0,0,0,0,0,170,118,200.98363069204294,194.59184421204495,92.03760050201505,330.96868534328416,0.018021711201527957,9.369299047334497,0,0,6.79146692710982,0,0,0,0,0,0,XXXConfid +4963,72,0,3,3,26.30426305135467,0,16.084457117643087,6.900270614559264,4.3652621356425385,4.248308694480487,1,0,0,0,0,0,132,85,229.4746403503901,135.77983557071872,89.28097884849323,277.32335229634697,24.202889797228067,0.9837162762162899,0,0,5.737357564844535,0,0,0,0,0,0,XXXConfid +4964,86,1,2,2,26.885583564896137,1,2.1140315840752533,1.6483621861255127,9.665525640919123,9.041231385684767,0,0,0,0,0,0,139,119,295.9882971147097,186.59107891217926,63.77030926421571,141.96091816790042,21.014039731293348,3.247965654070697,0,0,3.239956378855784,0,0,0,0,0,1,XXXConfid +4965,81,1,2,1,27.80417454465237,0,16.70260503964768,0.7402750285007798,9.212162249253407,9.940734163122286,1,0,0,0,0,0,161,97,167.66396615738137,190.80389249998544,74.36655265973263,119.3168693804018,26.048450316964136,8.221749899171385,0,0,2.923190451858799,0,0,0,0,0,0,XXXConfid +4966,78,1,3,2,31.649346995769264,1,4.363075338254399,4.070773395710581,9.353616450052535,8.5514956393748,1,0,0,0,0,0,116,67,274.8417087397178,82.45936647876194,85.76012017398614,140.05751489701373,15.170200980749431,8.990871080219595,0,1,4.122755780626644,0,0,1,1,0,1,XXXConfid +4967,69,0,0,1,23.063803718455123,1,19.751504319528472,0.9662819712607862,6.910946603766597,4.140628064335338,0,0,0,0,1,0,117,108,172.3309480952565,82.35367084690408,71.07457502022856,187.3159585914057,8.779432606675234,6.734927602506534,0,0,8.807474081305626,0,0,1,0,0,0,XXXConfid +4968,64,0,1,1,38.56355902713955,0,12.146624360065363,3.729816632058042,0.7506638177643665,4.4399735523861334,0,0,0,0,1,0,138,109,226.4889190312217,80.41447713988836,37.75404845160983,380.95609449244915,12.104783772519605,0.12116655094565609,0,0,3.993001255101176,0,0,0,0,0,1,XXXConfid +4969,81,0,0,2,18.651175269744268,0,2.4407477795284094,9.923465322479109,7.262113581088433,7.047064043362823,1,0,0,0,0,0,168,78,203.08698608655737,147.60068470255072,41.74260101055228,230.36774757879343,27.954158723856672,5.485697402427,0,1,4.133868873015464,0,0,0,0,0,0,XXXConfid +4970,88,0,3,2,17.685666350373,1,9.944366952502667,2.7079500182796323,2.240344981839506,8.278826988542821,0,1,0,0,0,0,151,73,207.70533261718853,123.1522359843563,46.41463664561344,218.727991203264,20.119620301621616,4.8128812318210565,0,0,8.480840488477968,0,1,0,0,0,0,XXXConfid +4971,70,0,1,1,21.780689656012658,0,11.698616384419175,4.190688671579456,9.240717694086175,9.655138833629085,0,0,0,0,0,0,101,65,164.36036094339767,80.4199840829217,33.41874582286629,131.80600495634468,15.024632196331805,2.694063012918738,0,0,8.495473471544145,0,0,0,0,0,0,XXXConfid +4972,70,0,0,1,15.124217282547761,1,5.979750333104372,5.837506161057919,5.645843904467323,9.524949596377777,0,0,0,0,0,0,107,61,219.56831564096495,113.09977797995117,24.2612224640078,133.8538422317205,23.965939813537727,6.911690351334015,0,0,7.998984212831832,1,0,0,0,0,0,XXXConfid +4973,87,1,0,0,15.239565096499483,0,2.949102725307482,2.8596603199624457,8.105544717287517,7.9735655881138365,0,0,0,0,0,0,134,75,296.20207762077115,88.75608060386838,53.69045557403339,252.2424177283188,15.694276535778842,7.545370379925838,0,0,1.7699105263791293,1,0,0,0,0,0,XXXConfid +4974,72,0,0,2,39.51522362738196,0,14.646690199533026,2.621373479850079,9.505683063083808,4.0086852223386895,1,0,0,0,1,0,160,78,223.5685712865756,141.69955070549153,53.30644492066786,321.4319646387925,14.929218581076144,6.845619619172117,0,0,8.402520118093102,0,0,0,0,0,0,XXXConfid +4975,76,0,0,1,36.64793958386747,0,3.5443994167433712,7.222447762123958,7.4034402105675055,8.931010830956714,0,0,0,0,0,0,99,69,195.67827306343605,189.03221939646997,66.45648791644822,372.43188826758814,0.9815808783235436,1.9658133774510522,0,0,0.5064747567921346,0,0,0,0,1,1,XXXConfid +4976,76,1,0,1,27.865391635790452,1,10.671003241734002,8.017559021263565,8.282861860435375,9.135238617958038,1,1,0,0,0,0,99,111,260.4049157425181,167.49056575947802,66.67419217246245,395.42951469349435,3.0052481572292047,3.3847586918339436,0,0,0.2108413255037711,0,1,0,0,1,1,XXXConfid +4977,70,1,0,2,28.918354192855325,0,6.432884499936384,1.1191927410007274,8.236774108479656,6.02984765608386,0,0,0,1,0,0,147,109,219.1672153535925,110.71401331469019,76.55059821293956,303.1883328212513,11.711640406652204,7.077052952710013,0,0,1.59406050379027,0,0,0,0,1,0,XXXConfid +4978,86,1,1,0,33.65376178907762,1,14.309028799813188,2.041521315867769,3.4123901996877173,4.784847781533431,0,0,0,0,0,0,176,65,269.58681196080494,90.1197942907639,43.80531366150494,60.56316332999598,9.829817607162992,7.105477196069602,0,0,7.071764885773671,0,0,1,0,0,0,XXXConfid +4979,84,0,1,1,17.5728978415988,0,16.360608124387884,1.3175157686462358,6.072849318677555,4.268992369113227,1,0,0,0,0,1,142,63,207.01823993056883,76.84534079051738,42.51471139947796,163.33044456256593,17.841342129914004,7.321790802568621,0,0,1.4999771658840488,0,0,0,1,0,0,XXXConfid +4980,72,0,3,2,36.06576515947022,0,10.912384544391067,3.98300050499395,4.726481890017436,6.011145269645537,0,0,0,0,0,0,126,85,276.73520239061435,183.45462831729725,24.265787921335516,130.9821567526005,6.121514571993391,9.714560505345153,0,0,0.041825594043052305,0,0,0,0,0,0,XXXConfid +4981,66,1,0,1,39.73509624944676,0,1.984765492888163,6.075934124741148,8.131555129831515,9.230261023670574,0,0,0,0,0,0,155,76,272.92917816090807,142.02706060808026,60.68499013290272,127.91317566988954,25.26406202938368,0.464275410402446,1,0,2.858125501539276,0,1,0,1,1,0,XXXConfid +4982,71,0,0,1,22.546918122558825,0,18.162116083290226,6.2906570101968615,0.04766061660409271,8.373842924880828,1,0,0,0,1,1,128,88,233.90351763838106,196.96016900637034,78.00964654707576,150.1646155817325,15.65386947293997,7.316058741304118,0,0,0.7543790421790963,0,0,0,1,0,0,XXXConfid +4983,60,1,3,3,22.133917500459937,0,8.00475537430852,5.025370304624696,7.505658201852504,7.787134233887958,0,0,1,1,1,0,138,89,154.38583875065976,69.76299525813067,63.3305144997886,365.526165260629,3.109641514850648,0.7844799707050809,1,0,2.3295247227272875,0,0,1,0,0,1,XXXConfid +4984,85,1,0,0,29.934084435459006,1,3.89673915706362,8.487712387288706,2.0270891153965485,8.817634538811774,1,0,0,0,0,0,111,87,150.45964892454555,131.38504362341587,76.48378222906764,273.44598732319173,26.755423518405788,1.2794726117066157,0,0,5.022675580293027,0,0,0,0,0,0,XXXConfid +4985,70,1,1,2,35.45510186586688,0,10.15192258260732,4.235300492369884,4.133676978952955,6.638248989179273,0,0,0,0,0,1,151,92,237.02734592542527,186.11357867199783,40.73842340621698,159.23532836870856,5.237676739856286,4.932578745761164,0,0,9.007573930714273,0,0,0,1,0,0,XXXConfid +4986,90,0,1,0,17.35961410609714,1,3.5382684451823088,9.245893309527919,9.240281193680518,7.9921210413883195,0,0,0,0,0,0,149,89,277.9690404098783,138.45662722527584,48.96154458302067,137.63692486639977,1.4853989909803944,0.4111844406647125,1,1,9.55795440008601,0,0,0,0,1,1,XXXConfid +4987,89,1,0,1,26.14708720319304,0,9.550822078053152,2.6320735658351158,9.168206174056541,6.896320695086148,0,0,0,1,0,0,141,101,230.25903235303184,158.88690604902774,32.238292138315074,156.49552300722047,11.503217224783773,9.55564622691802,0,0,3.6318677909108468,0,0,1,0,0,0,XXXConfid +4988,76,0,0,2,25.04135676936539,0,3.050724055843115,2.8327944238897294,7.883691668708456,8.060909856408799,1,0,0,0,0,0,177,104,263.63857465035744,126.11884640477355,72.98782349159988,165.55529976254238,23.171517620070663,2.886585409336644,0,0,5.758811192211631,0,1,0,0,0,0,XXXConfid +4989,69,0,0,1,26.474380585828563,0,4.633337614203157,5.563494028605252,1.417343425988753,8.19766654321993,0,0,0,0,0,0,117,65,242.90750300497518,81.64197028746328,61.629455304259515,346.2744889686457,21.080756665106016,9.518820482738198,0,0,8.821406636631323,0,0,0,0,1,0,XXXConfid +4990,67,1,1,2,28.042208883472625,0,13.885033483397205,7.0089356045444084,8.85971689069989,7.249184917690617,0,1,0,1,0,0,127,100,261.7145186874565,124.48334711918724,39.868908586190166,185.70837686247896,25.426067257908148,8.008732572937795,1,1,2.360106868347528,0,0,0,0,1,0,XXXConfid +4991,86,1,1,1,28.743777092777897,0,13.462932733303983,9.358457009870737,0.07400348539439605,8.569030027103068,0,0,0,0,0,0,165,93,237.40749821628788,118.61864297927798,42.79241638258298,165.24131218194253,19.5958190461956,5.468568798496446,0,0,1.7741836020935986,0,1,0,1,0,0,XXXConfid +4992,76,0,0,3,35.68189057775244,0,0.9251952936688812,0.4468478636387374,4.80336391505788,5.028689033295561,0,0,0,0,0,0,139,102,210.51823282949692,178.8755359598149,27.244525301274656,337.88168332444815,15.125773215046896,1.0755528353000499,0,0,9.14311702672467,0,0,0,0,0,0,XXXConfid +4993,85,1,1,2,26.654659581060486,0,1.607404086079871,4.023315614626435,7.266543119513992,8.919390090288452,1,0,0,0,0,0,127,87,256.0385762154738,124.93108681007939,93.1695664941987,317.1768395894372,26.442530858500636,4.606049588488221,0,0,9.89262967921545,0,0,0,0,1,0,XXXConfid +4994,70,0,0,2,23.18599675060546,0,8.451036079477237,6.184947662952243,9.927076998680457,4.148365748805471,0,0,0,0,0,1,162,64,203.2300180438349,140.1026298577848,63.21650194559464,312.54638602836155,24.199335264803093,4.225134382440338,0,0,5.454608178952652,1,0,0,0,1,0,XXXConfid +4995,90,0,0,0,31.02431453621879,0,8.861308565862844,9.55267152821269,2.5968690422244145,8.562963150918641,0,0,0,0,0,0,141,65,242.94676171166316,182.63376620948551,72.45261820018092,263.80949948796496,21.835044387796106,9.599964352863864,1,0,1.284572190119796,0,0,1,0,0,1,XXXConfid +4996,61,0,1,1,39.66864999872227,0,7.627501689223022,4.198819059177018,3.084166405028479,9.688652984263356,1,0,0,0,0,1,120,110,183.24392379357653,82.31668281646256,68.79781730827662,296.3930564544778,18.485111256241204,4.686054219344898,1,0,1.4773863977997015,0,0,0,0,0,1,XXXConfid +4997,84,1,0,2,37.96697617811644,0,3.682344318795534,2.6882891635670934,2.9784009509509035,4.137831262663752,0,0,1,0,0,0,139,91,189.54970628427893,184.64113824184972,94.50229883046072,208.00765912743313,18.29006425625559,9.194752766600924,0,1,4.630247745540982,1,1,1,0,1,1,XXXConfid +4998,72,0,0,0,32.60913130238437,0,15.58090453612737,4.150035356154573,3.641064504126664,6.613337928574493,0,1,0,1,0,0,114,69,164.7570195452404,153.37213052818407,56.30772260113339,213.68651123107816,21.098860777091737,5.106842421421387,0,0,9.292501013445804,1,0,0,0,0,0,XXXConfid +4999,66,1,1,0,35.235847173836184,0,17.586477723893836,8.640588166891517,8.72404017012753,5.216096856626923,0,0,0,0,0,0,152,118,248.98028401948014,177.5127909786985,97.88390558720023,211.9276774641658,12.62865950662489,5.339032203649423,0,0,6.0369024584609186,0,0,0,1,0,0,XXXConfid +5000,68,1,0,0,21.920243905561307,1,6.541341347451548,7.876942741820172,7.985479706887978,7.9405618751559,0,0,0,0,0,0,152,116,217.15224324745466,169.3688910913512,54.588442951211455,265.64872247791243,0.7535125325278091,4.488084460174058,0,0,3.038064885381476,0,0,0,0,1,1,XXXConfid +5001,70,0,0,0,37.43808917887458,1,16.119066843494092,7.888661862783877,7.361613417476064,5.2064527587032154,0,0,0,0,0,0,99,74,188.071192874135,193.94572045240176,77.9103087718954,399.791762167026,17.683374078388496,0.020428089959275697,0,0,1.70498887757634,0,0,0,0,0,1,XXXConfid +5002,88,1,0,1,38.99098625166495,0,17.859025032709326,9.750502979239986,9.780858306231927,4.96580957734434,0,0,0,0,1,0,143,116,207.93863767444736,157.16101502695597,73.64850077388695,166.88414113218937,29.64848007918171,9.859059730420364,0,0,0.3740142696966364,0,0,1,0,1,0,XXXConfid +5003,79,0,2,1,26.798031370499878,0,6.008986485353953,1.4983162080849977,0.13986205617940062,4.367016439594103,0,0,0,0,0,0,156,112,181.69209960446494,56.99049380543113,39.06235811657319,72.82204463016222,5.200256178209802,6.46269418041494,0,0,1.1708710650152887,1,0,0,0,1,0,XXXConfid +5004,82,1,0,1,28.3574784066991,0,0.6178985964897787,7.489041573118191,7.682480943153954,9.610604443093695,0,1,0,0,1,0,105,85,201.53171993075117,154.26757560966712,20.263950787860008,183.82273570956934,7.523419337621345,9.35687880307334,0,0,6.558613435762053,0,0,0,0,0,0,XXXConfid +5005,79,1,1,0,25.971216204415374,0,10.001860725392685,0.745796035263594,9.35528666307197,4.86637837048713,0,0,0,1,0,0,129,79,175.19233401496004,125.10145107880324,52.130321636403174,231.3947582339809,19.739525621162176,6.931808947595978,0,0,1.927703387503894,0,0,0,0,0,0,XXXConfid +5006,82,0,3,2,35.35346417324422,0,15.39395997559498,8.148103767928895,8.718569896073072,8.207433247893622,0,0,0,0,0,0,90,102,257.4733849583806,175.31173878458378,60.9560798248608,340.58289162295677,14.587252711294473,2.0808501587184356,1,0,1.8271040679515893,0,0,0,0,0,1,XXXConfid +5007,70,1,0,3,29.2938586934959,0,7.590790839018893,3.3638673465435076,6.588507396949158,5.432648431577754,0,1,1,0,0,0,168,94,265.99060297613426,170.4698910405324,44.525983860728516,76.16445572852015,26.45593103450268,4.452602596761128,0,0,5.724693150918566,1,0,0,0,0,0,XXXConfid +5008,63,1,0,2,20.661798913353646,0,15.083032866713108,0.3082654995544676,2.3989338528549276,6.6260586702136886,1,0,0,0,0,0,175,101,294.89130475646107,77.85017286175503,40.78395284402143,248.43776958355508,16.844462178730023,5.110532634527738,1,0,3.6662364297713057,0,0,0,0,0,1,XXXConfid +5009,88,1,1,1,17.470749424783932,1,19.236553574432243,3.5051577942279666,1.8312618790943347,7.925108559420298,0,0,0,0,0,0,137,112,261.05005267246605,87.00797313975293,84.35762133561587,291.940500928416,25.75038122213404,9.378673344085641,0,0,8.066339136746135,0,0,0,1,0,0,XXXConfid +5010,76,0,1,1,23.950444930510123,0,13.789174264685315,7.586138268415853,7.045473924187261,9.344363209139216,0,0,0,0,1,0,122,115,166.74815259384292,96.19898379725333,42.56134637055926,364.0785460752472,29.950813133918626,8.427908698147276,0,0,3.117151255278643,0,0,0,0,0,0,XXXConfid +5011,72,0,0,2,33.62596941919904,1,4.834101538437025,9.407802747787139,7.817102779470465,8.153920715864553,0,0,0,1,0,0,121,114,261.9431253974518,73.96229738090814,86.42960563237763,291.73309807676503,22.11648641131508,7.125122183749837,0,0,9.773090105823746,0,0,0,0,1,0,XXXConfid +5012,73,0,0,1,17.532129497280664,1,4.530044710975243,1.1313955739521364,2.1045847560341446,8.77590261921392,0,1,0,0,1,0,103,119,221.4950877722195,157.04051622898015,35.030462734199475,123.11816938074148,8.99769381542755,6.340135069266161,0,0,0.8014153092469578,0,1,0,0,0,0,XXXConfid +5013,61,1,0,2,31.037388829754864,1,2.6722593321724153,2.5768619204527643,8.085189317323518,8.288394483644971,0,1,0,1,0,0,172,90,271.1695812406655,160.0655600167755,73.2005476146219,178.16718776574342,16.77612077825327,5.435862432592042,0,0,8.345394632954887,0,0,0,0,1,0,XXXConfid +5014,84,1,1,1,31.673714741906874,1,10.321665519297952,6.363930512577413,7.247938774163388,7.6291557164472215,0,0,0,0,0,0,119,70,174.90567415306958,60.43096056305167,95.64055449346397,322.31187826958114,0.7279806219178508,1.3563135449169117,0,0,8.180731065693402,0,0,0,0,1,0,XXXConfid +5015,81,0,1,0,22.923111108363308,0,9.314832022172743,8.917377808332661,3.807813179139379,9.241848798235885,0,0,0,0,0,0,159,109,283.12850191766177,143.46015452389804,51.58641266813092,365.5049309878605,1.1118445780858155,4.594907015621112,0,1,8.681800761656863,0,0,0,0,0,1,XXXConfid +5016,82,1,2,2,26.13021160050082,1,15.167104812049754,2.3870588914095836,9.197977412734321,9.296659877886633,0,0,0,0,0,0,95,69,257.553151731439,68.72299240996685,82.75165270235888,398.82319306790725,11.433649652925759,1.6007256634101419,0,0,0.6549079590937956,0,0,0,0,0,1,XXXConfid +5017,78,1,3,0,39.835550330926566,0,4.420062804688689,9.072189895228641,5.409317529490906,9.829564500315731,0,0,0,0,0,0,126,107,209.8771739844843,115.56473399327707,72.01831084555913,146.2007663706728,16.752804534413514,9.579197922564097,1,0,8.8696972433825,1,0,0,1,0,0,XXXConfid +5018,67,0,3,2,36.15929046542082,0,11.609705133266191,6.9267094942458645,6.621345517752278,9.618718583251823,1,0,0,0,0,1,106,111,206.20469427501402,199.96566510142804,39.77559828599688,93.4214089549861,0.36452210931051554,1.3005083997577571,1,0,0.8800506155907706,1,0,0,1,0,1,XXXConfid +5019,66,1,0,0,23.99332657290627,0,18.040145780944897,7.066063337153495,7.300272307449016,8.847288791839103,0,0,0,0,1,0,170,81,263.1658501564482,113.84297834071995,86.30352055850571,54.101158582906876,4.9939611473658765,1.0718245502347468,0,0,2.519987845274956,0,0,0,0,1,1,XXXConfid +5020,65,0,0,1,29.366832089244582,0,9.426422175449156,5.2758219415317456,9.755343107840792,6.856579935748258,1,0,0,0,0,0,154,88,201.3636838058321,67.43603129337487,25.90689329668993,321.02496504927063,19.175695955844017,9.063815575129802,0,0,1.1914245593440742,0,0,1,0,0,0,XXXConfid +5021,81,0,0,2,18.355071795960217,0,13.41812801278946,0.46802099457858737,6.860767675924661,8.97514152463604,0,0,0,1,0,0,105,119,171.05214060890503,82.85569856965432,82.82181595304968,393.1257410826795,21.12321042174517,5.260783886774561,0,0,9.7795665698577,0,1,0,0,0,0,XXXConfid +5022,88,0,0,2,37.46882265567558,0,2.2936902780018964,2.887563401431726,0.3661619505259195,8.84823071548405,1,1,0,0,0,1,165,118,223.0399050325222,186.2760790945028,40.628578785701784,114.9886075618664,19.717964226660516,9.70265815748827,0,0,4.642499107748302,0,0,0,0,0,0,XXXConfid +5023,87,0,2,3,27.803264196966662,0,5.614039072645214,7.502017763117021,9.624374502936146,9.651808179323414,0,0,0,1,0,0,109,108,245.60071190695606,93.00881174740556,82.5221145795244,141.73001003957683,3.66676682040443,7.016789985857011,0,0,2.238360383314717,1,1,0,0,1,0,XXXConfid +5024,60,0,2,1,39.32202885491082,0,11.393981890673393,3.9860721472427327,6.442458368881976,4.704038513451755,0,1,0,1,1,0,138,89,288.91223895972496,192.63163196689115,25.15033352335891,191.14865072880087,15.847854711246908,7.200175890621832,0,0,3.2296127462307442,0,0,0,0,0,0,XXXConfid +5025,82,0,0,1,39.98851282501771,0,5.756121626231061,1.6808971893664104,4.846949894835292,4.549807709975231,1,0,0,0,0,0,175,89,180.10245203193895,133.59799417030797,28.7803393569622,174.14826695220077,15.193285470623156,6.420616520961156,0,0,0.14813688845378814,0,0,0,0,0,0,XXXConfid +5026,68,1,0,2,33.853982737836674,1,3.8795102322813935,8.087191249187867,4.571074006761694,9.453985878871148,0,0,1,0,0,0,107,92,239.60403279126206,127.03916347000485,83.22980909780512,251.58205029236893,28.698925766275693,4.13684292828452,1,1,9.596907284256332,0,0,0,0,0,0,XXXConfid +5027,75,0,2,2,26.97126765936439,0,9.571021562418453,0.009347661532137508,4.597252626408983,4.075573743362857,0,0,0,1,0,0,133,71,200.6613854959204,158.42554428019173,51.7561085214318,336.83662163480756,2.0656664433343073,9.761931752087328,0,0,7.470466790155537,1,0,1,1,0,0,XXXConfid +5028,60,0,0,1,23.024685075945236,0,10.435026599306521,9.049333574808804,8.826863724408241,7.090394984430804,0,0,1,1,0,0,101,103,264.92134745317185,103.81086720340843,52.54910356498301,218.8455887499033,2.702368427001253,0.6385436088239338,0,0,7.330476891796741,0,0,1,0,0,0,XXXConfid +5029,80,0,1,1,23.873066578452878,0,17.93607488049775,9.835367342060652,4.182067783663358,5.335816033220796,0,0,0,1,0,1,170,71,233.2870246036254,107.95501062858874,25.98153579975112,386.2340425206368,5.038248667184565,3.871071784301572,0,0,0.1463055257027701,0,1,0,0,1,1,XXXConfid +5030,64,1,1,0,34.82983179975028,0,3.3753024445789004,8.63878374318226,6.894610938421245,5.59977552297536,0,0,0,0,0,1,179,67,211.2129336068506,172.32669354877456,40.3833291646218,257.13986930396015,24.80997245303564,9.253534786036868,0,0,8.599262482293272,0,0,0,0,0,0,XXXConfid +5031,83,1,0,1,39.15624323789184,1,5.402902817204778,2.999611702060778,8.01262166222372,8.588591135433987,0,0,1,0,0,0,138,111,172.7763425549789,182.79919130978573,39.58699212396085,131.4627216026836,2.623626863954632,7.819612044260222,0,0,8.065589625236386,1,0,0,1,0,0,XXXConfid +5032,68,0,0,3,33.789882889065275,0,7.5178560209136585,2.7402145041794235,8.307371793264876,9.833603417607566,0,0,0,0,0,0,125,111,190.46288689958627,75.55271722931859,39.52841088966564,315.83577291151624,24.111727127268676,0.30235822623053243,0,0,7.542834324116916,0,1,0,0,1,0,XXXConfid +5033,65,1,1,2,25.044594430109374,0,13.176735700518599,9.700076962809746,4.473406482876787,4.574615041805773,0,0,0,0,1,0,156,110,277.6389678165052,188.43424653879785,48.01461081910865,368.6466320710183,24.07105410027527,3.486190765965722,0,0,0.2279393204714686,0,0,0,0,1,0,XXXConfid +5034,86,0,0,2,19.368231582559503,0,16.120664480885353,3.8577267556321293,3.706893092383976,8.924927137736743,0,0,1,1,0,0,90,63,202.8276677862769,78.13592868271019,80.56148033547353,189.6425693709032,0.005312146441700527,7.884950321349553,0,0,8.590869407576598,0,0,0,0,1,0,XXXConfid +5035,88,1,0,3,34.58087891243782,0,16.504952922603017,3.7326471652083404,7.069906314942708,5.635608016335351,1,0,1,0,0,0,158,100,286.1042975726349,94.01732775173639,50.60159419325807,165.32299903470866,8.533311635005944,7.070225181124146,0,0,1.6499901921485716,0,0,0,0,0,0,XXXConfid +5036,62,1,0,2,31.607917480347776,0,9.044636277496274,0.9595988686605517,0.7229252950196874,4.547585313693178,1,0,0,0,1,0,109,78,186.2583897209261,90.42351828011059,34.48643790028748,294.6361761761375,28.926149427333787,2.8497289897145217,0,0,7.889519343773626,0,0,0,0,0,0,XXXConfid +5037,82,1,3,2,23.04135933607349,1,15.513246450981804,1.3858956518944432,8.444561962939826,8.15851067910664,0,0,0,0,1,0,149,103,153.624239820458,56.28520059047376,21.526509343129668,218.61248752229707,1.7757952029678614,7.674090455067956,0,0,5.852163095905578,0,0,0,1,0,0,XXXConfid +5038,83,0,0,0,31.33192541051433,0,13.902137538829859,7.90468184283256,1.480997591409231,7.201690840255469,0,0,0,0,0,0,145,117,209.4533966935581,167.71311679740336,94.3023920594244,229.1727687753529,2.416765441406815,4.107692984224068,1,0,7.1998424839636606,0,0,0,0,1,1,XXXConfid +5039,61,1,0,1,21.439566766785028,0,12.376989463213343,1.5797627469343778,5.2397661383459395,5.222150888766976,0,1,0,0,0,0,161,90,205.57089263043449,82.97509688335474,92.10436383800514,205.88540884513682,24.1277336403099,0.6127239622896208,0,0,3.7980550495327634,0,1,0,0,0,0,XXXConfid +5040,66,0,0,1,23.403366475838773,0,8.32524230752881,6.48417943189728,3.9361604181855636,7.988088174420879,0,1,0,0,0,0,166,109,250.4838396246721,62.68374037213279,31.938237277444514,236.67513398671926,2.1772126185022476,4.178655763919243,0,0,1.7549319498790372,0,0,0,0,0,1,XXXConfid +5041,69,1,2,2,17.63031833222239,0,2.7205528049805916,0.9978622191474484,1.8866135840466125,4.013579396975648,0,1,0,0,0,0,178,78,286.3510655657285,184.95510175719,87.59217515798815,50.99271714464115,13.580759988458036,7.555929766286106,0,0,6.898207006128838,0,1,0,0,0,0,XXXConfid +5042,72,0,0,0,29.334527502140062,1,5.2525641918277195,5.099925362433439,1.116501688135907,6.740129974944856,0,0,0,1,0,0,156,119,258.71269044784225,181.41170982400087,24.923854856709298,356.91539691275733,17.7637365347066,5.449186852292462,1,0,6.13942217750313,0,0,0,0,0,0,XXXConfid +5043,71,1,1,1,32.71356209927926,1,10.195223353431636,8.767568663773261,9.891478654607237,9.802415432849537,0,0,1,0,0,0,174,88,164.17222274844698,51.918472165248026,92.32359711133203,301.2626263408358,5.1833098751135545,7.399716726035726,0,0,4.575793849888823,0,0,1,0,1,0,XXXConfid +5044,82,0,0,0,24.95930386282369,0,9.861136081604903,7.781990009655995,2.139683988062233,4.894542471245158,0,0,0,0,0,0,147,104,295.16346076215734,180.02965950253508,20.68996673894384,240.03329497409862,24.481337506557647,5.679862578708471,1,0,7.0114549834667095,0,0,0,0,1,0,XXXConfid +5045,64,1,0,2,23.432897072660325,0,11.317356446252788,4.226317940489404,3.9026946337114,8.450676090025189,0,0,0,0,0,0,117,108,255.0706989776121,70.3211987506024,92.04658512793833,296.7657677567298,22.0069125218805,7.244316345107935,0,0,2.817044441293853,0,0,0,0,1,0,XXXConfid +5046,65,0,1,1,25.84003553903173,0,7.314437872373527,6.933434928861473,6.281151843162061,8.97073199724757,0,1,1,0,0,0,106,104,240.7734013678409,93.98749443716628,59.19575325096502,351.40665891038003,27.688386155613195,7.322431662883007,0,0,4.776381198096601,0,0,0,0,0,0,XXXConfid +5047,73,1,2,3,34.8585279087243,0,2.291407402806882,3.2419155201804593,4.739587022215907,6.906940984878458,0,0,0,0,0,0,169,108,176.1238272764051,57.43296493665552,94.63358477462185,192.0244681298241,13.708636717250734,9.62644184135909,0,0,5.278024105827014,0,0,0,0,0,0,XXXConfid +5048,64,1,2,2,27.927760204317202,0,12.936215768084553,4.0597172476291465,3.485779822659534,7.747012805806179,0,1,0,0,0,0,156,100,171.94186853235723,191.04198915403794,28.117633193926128,375.25828224032824,1.6923114219613855,4.111931333968983,0,0,9.309860300629293,0,0,0,0,0,0,XXXConfid +5049,66,1,0,0,20.561419303017523,0,2.0582964358466405,8.451846116953742,6.591744304128111,5.464979404662817,0,0,0,0,0,0,151,105,155.9558654403167,190.63073815185768,41.633148003499514,60.40932249242557,20.896224035405346,9.66179324565723,0,0,8.78192640523943,0,0,0,1,1,0,XXXConfid +5050,72,0,0,2,17.998346264403057,1,12.044805566477667,3.1060942867619556,0.26141171102992966,9.845341047143563,0,0,0,0,0,0,98,102,268.1889304708192,186.03987870518847,25.000010099120562,336.28485567727984,11.730651675944202,8.278716266366109,0,0,8.759408584751094,0,1,0,0,0,0,XXXConfid +5051,70,1,0,2,25.361921455201884,0,4.781686727465839,6.084822622331123,1.0470197175178608,5.266550632362683,0,0,1,0,0,0,169,72,197.82721903471122,121.98651601700509,90.33632502026896,378.0685716559398,21.273949077485614,0.7950503153238853,1,0,7.1336945372279015,1,0,0,0,1,1,XXXConfid +5052,79,0,3,2,18.98314103384955,1,15.684487660209639,1.2384485394036704,8.578390162965162,8.658322442982168,0,0,0,0,0,0,111,96,249.61626199720237,97.18198766084191,77.31055971276675,282.1647083017093,16.573230994048856,1.4131991801692045,0,0,3.641165673488503,0,0,0,0,1,1,XXXConfid +5053,88,1,0,1,17.647485588168546,0,1.2131935223378876,1.446166633976137,6.002699089235972,7.4602861054403675,0,0,0,1,0,0,138,64,187.20345549924295,161.9192920978129,30.966047358542326,245.4290850893635,10.76421935150406,0.639074243014307,0,1,9.091783097614655,0,1,0,0,0,1,XXXConfid +5054,61,0,0,1,33.64283855236398,0,11.493383913373247,6.793268857234529,6.405131844033759,9.082515777542955,0,0,0,0,0,0,141,82,229.61584224340862,146.24532302138232,93.92343823844013,260.9034892303998,12.156484914609727,9.820369883514354,0,0,5.33623059669835,0,1,1,0,0,0,XXXConfid +5055,69,1,0,0,26.8135451017068,1,11.32798484752625,6.536312403673858,6.922993131404262,8.783685507419438,0,0,0,0,0,0,140,62,253.23577968092007,71.45510497326565,29.086473852779633,161.37283896509513,3.870452536242679,8.58045444309185,1,0,5.045023195251276,0,0,0,0,0,0,XXXConfid +5056,89,1,0,2,21.893239412922025,0,4.645678103012932,7.754038437012987,0.5184279609746023,4.027486555505964,0,0,0,0,0,0,155,106,196.78695925979437,95.30854198668698,42.559739706387006,386.64320645136604,28.66560282268794,5.422681423093212,0,0,3.324013298667512,0,0,0,0,0,0,XXXConfid +5057,62,1,3,2,29.23561417981011,1,3.962362773612098,3.353167665746435,7.08071921444888,7.066008618328294,0,0,0,0,0,0,118,98,269.51421552245,59.71390765794214,87.20914119792941,121.93617532180002,19.26627907665178,2.822605460008303,0,0,6.9676171856507105,0,0,0,0,0,0,XXXConfid +5058,82,1,0,2,23.61346826347128,0,4.257334938617157,0.6001867630644764,6.561918941255712,4.0378054318614325,1,0,0,0,0,0,160,107,268.25891482631897,144.5352115572406,52.56633694494296,110.65227997160892,10.77157247654282,9.614388777003537,1,0,8.838089095068337,0,0,0,0,0,0,XXXConfid +5059,69,0,1,1,17.6737271436989,0,13.454423110389369,4.009443019700881,2.526757046065249,5.627684379192839,1,0,0,0,0,0,174,95,181.38587991984303,157.71656730235867,99.59364668064944,91.20657395032487,14.388877712074406,8.077028257793119,0,0,6.076349855499464,0,0,1,0,0,0,XXXConfid +5060,88,0,0,0,19.379195598726998,0,6.537883163817934,5.606976531166072,0.7158290705509041,4.839175132911661,0,0,1,0,0,0,117,72,262.5183634121691,96.53995378245497,74.37197553809187,62.30606948852526,15.411327386385313,9.899695035428307,0,0,4.323789373243323,0,0,0,0,0,0,XXXConfid +5061,72,1,2,2,16.008146177804385,0,16.781788462582043,5.191241732462542,2.2767270942814557,9.666376305248239,1,0,1,0,1,0,114,106,196.140635499211,191.1131491065574,52.72989392434045,89.78769906355194,19.511415164826257,9.06166937385143,0,0,8.40809835411864,0,0,0,0,1,0,XXXConfid +5062,71,1,2,3,17.144102948964687,0,18.046806270945417,0.4728681743255003,6.88608021621942,9.804054245793882,0,0,1,0,0,0,144,67,205.0053174751126,162.80195559099062,85.40019877955396,88.44075969454289,20.524978832356794,5.979063444117414,1,0,7.226231539082527,1,0,1,0,0,0,XXXConfid +5063,63,0,0,2,35.16056436511791,0,9.224763399290017,8.432492025157769,8.427409908758932,7.349938059650088,1,0,1,0,0,0,157,83,249.62243893527332,121.83398405387747,94.37793515905481,50.97375551069045,24.970786210397442,5.14479032928792,1,0,6.645809262763293,0,0,0,0,1,0,XXXConfid +5064,83,1,0,2,15.289738951899848,1,8.050554424471816,1.2933581601599686,3.034453257217601,6.83795446935504,0,0,0,0,0,0,163,68,232.32251196784074,193.9538029726906,20.742605448481648,123.68006370182418,12.275443880522758,8.224748870034869,0,0,6.76601329819677,0,0,0,0,0,0,XXXConfid +5065,61,0,0,1,37.716555949845976,1,2.4805168121973886,3.043753890683539,7.17618258932265,6.86212786906467,0,0,0,0,0,0,156,64,206.13704250931244,156.41777407921245,38.35576845871302,166.73096300211103,1.7648662789809078,5.391301030299366,0,1,2.8638987805327973,0,0,0,0,1,1,XXXConfid +5066,80,1,0,1,29.093673634571143,0,10.327453253835234,2.424280488973584,9.723905901113955,9.572990717129501,0,0,0,0,0,1,99,65,229.07062743126932,58.489142199408555,68.37129161140628,243.32096031272894,3.1193023123312846,0.0923170241697624,1,1,4.862052897353118,0,0,0,0,0,1,XXXConfid +5067,82,0,1,1,29.5131896432099,1,6.179732975831078,5.822987740436503,4.0290409339282895,7.4844023762381,1,0,0,0,0,0,103,83,181.72744082622668,89.8922399807257,59.570836764540175,130.9322726275371,17.84430001740165,0.05973035174790642,1,1,1.0672175180522847,0,0,0,0,0,1,XXXConfid +5068,82,0,1,3,37.05247250472502,0,14.586035847115289,7.306312316707782,3.900656473333941,4.146190187713576,0,0,0,1,0,0,140,64,299.05652759456297,144.95641955017234,42.60616145629644,273.7604251132192,2.0443820816049896,2.5729881034575373,0,0,4.050506103593074,0,0,0,0,0,1,XXXConfid +5069,81,1,1,1,32.08098476587824,1,17.952025673599127,8.333778783104048,5.796696475405158,9.572676459310685,0,0,0,0,0,0,129,70,156.61378971155136,123.81031970764712,27.125433490178075,359.02630248685495,14.392021207780886,2.406024253759366,1,0,9.204962909756311,0,0,0,1,0,1,XXXConfid +5070,76,1,0,0,33.59826625628237,0,5.28443646224699,9.47672330229334,2.873510603693765,6.415072828738079,0,0,0,0,0,0,148,101,165.12034803996275,88.53948642053314,83.89583641813232,93.27903820190417,7.669429960726005,2.3919143840009296,0,0,0.9050490805694689,1,0,0,0,0,1,XXXConfid +5071,72,0,0,0,26.235926269221736,0,18.851419815796604,6.153825769735927,4.477992058657488,5.500580095077644,1,0,0,0,0,0,140,80,191.4008709156274,118.71696706865455,39.217047396330315,216.87785219821205,24.02266127328044,1.3106832449932093,0,0,5.59216047736805,0,0,0,0,0,0,XXXConfid +5072,83,1,1,1,27.508134389771058,0,9.06198225755628,0.5675461979362839,1.6095245090364174,9.54974682985996,1,1,0,1,0,0,174,104,212.10936452327337,125.23655658665218,69.47267881745742,301.73775687852475,2.149476239981387,2.3478243724589176,0,0,7.516555319756258,1,0,0,0,0,0,XXXConfid +5073,80,1,0,3,33.521167717408716,0,2.0235089696558517,5.671050015580516,4.595652333110239,9.058626847453318,0,1,0,0,1,0,143,106,279.1420909222369,196.3227520754346,89.14064933532872,357.5546007347408,25.465309340703477,4.489444240856154,0,0,1.9196970298977367,1,0,0,0,0,0,XXXConfid +5074,70,1,1,2,17.6704519150356,0,7.053030747148048,0.4978997704339627,0.9549930750247093,5.434813299192202,1,1,0,1,0,1,146,62,166.3696927898443,89.6788646177309,36.17917093500213,368.9258588131964,26.856709424532532,0.7775592276259957,1,0,4.472865833167148,0,0,0,1,0,0,XXXConfid +5075,83,1,0,1,37.3677513439069,0,7.718387556600135,3.0225719279161476,9.99834567881401,7.0789244760455725,0,1,0,1,0,0,124,96,196.54481550057332,86.63416547112371,99.50682817144742,357.6940073402552,24.476504937920584,7.745180089420841,0,0,8.640649392126177,0,0,0,0,0,0,XXXConfid +5076,88,1,0,1,18.16505674141623,1,18.420581929107477,0.972753371189532,3.6736592997234974,8.66554914398408,0,0,1,0,0,0,130,66,271.9007346302302,191.74180905507072,93.65290730510641,373.83322924165566,27.20442808844164,3.819499617826805,1,0,2.1501319392376717,0,0,0,0,0,0,XXXConfid +5077,82,0,0,0,32.36232700351748,0,18.012678580648327,3.98386351719084,3.0292865718884068,6.6221084051369985,0,0,0,0,0,1,175,62,223.42266781648044,67.01560231600436,47.68532013162513,356.4079310211623,19.744027533624944,3.3214516085986,0,0,9.621756240422663,0,1,0,0,0,0,XXXConfid +5078,62,1,0,1,27.24952677795831,0,19.329277303427848,5.964852490172129,0.2761259101838398,8.694452939778152,1,0,0,0,0,0,149,61,220.31558140981366,198.8637240011399,72.08317042373669,375.73009124840934,12.626387446946039,3.517218026107578,0,1,8.152458697337998,0,0,0,0,0,1,XXXConfid +5079,72,0,1,1,31.99180521598679,0,5.726229335457711,9.983993817060215,2.7373656609768005,5.454019314286256,1,1,0,0,0,0,124,85,174.45945701656575,174.19273375550023,36.376466350054926,373.2220283108444,23.28654842548459,1.1492741560693842,0,0,8.675110252680525,0,0,0,0,0,0,XXXConfid +5080,62,0,0,1,39.915136161227196,0,17.41134208477415,6.608375314157224,9.675490311297466,9.146713704068912,0,0,0,0,0,0,105,111,299.50607417390563,160.83662267761218,21.179536610107643,176.123474707646,6.730131851401735,2.9194179816077104,0,0,1.699087368377169,0,0,1,0,1,1,XXXConfid +5081,86,0,0,0,15.035723517184799,0,5.074811756187401,3.0941190775527936,4.343031050276904,4.157848300042068,1,0,0,0,0,0,102,97,298.01104075803755,69.64741927655707,38.017970289134304,149.68438750571727,11.517634387849006,6.952288387344523,1,0,5.803310329057526,1,0,0,0,0,0,XXXConfid +5082,84,0,0,0,21.126129616291664,0,14.033285149356916,0.7038740230776519,9.294779155098597,9.735096085794819,0,1,0,0,0,0,163,62,215.04699080040507,82.25501536605515,58.15032164504597,228.6171865497781,0.5544109267581099,5.187134414151441,1,0,1.739984528283659,0,0,0,0,0,1,XXXConfid +5083,65,0,0,1,24.87628758773296,0,1.1668975070597187,6.713417133518515,8.107859895109984,6.373858122311737,0,0,1,0,0,1,166,101,297.7304998654694,57.543071273738015,78.2020840298371,286.41305505018113,20.212675022701212,4.87927146831109,1,0,3.446236396621374,0,0,0,0,1,1,XXXConfid +5084,69,0,0,0,26.62180675688729,0,5.9831904049692275,4.305987932958506,5.3071629304959345,7.878602924513055,0,0,0,0,1,0,114,110,258.8660604297884,55.10469159489354,65.70070448500832,316.2000073555688,24.78458298322877,4.05414214241144,0,0,1.9611363087496148,0,1,0,0,0,0,XXXConfid +5085,83,1,3,1,21.923465721428336,0,0.19802888415274778,5.911030178007476,3.290571270308279,6.211039816723973,0,0,0,1,0,0,160,69,213.75962778789943,116.76436080805068,70.08071246149444,391.5629126504874,17.843534738624776,7.429656512634183,0,1,9.832044502353012,1,0,0,0,1,0,XXXConfid +5086,68,1,2,2,37.37971436534558,0,10.85464534887771,0.3582904758380423,0.23063428086122162,9.759514399592536,0,0,0,0,0,0,109,91,221.85151323193622,194.8338045132989,99.16262560520353,258.21269224735613,5.669865490946683,6.146902075218702,0,1,7.481445749528457,0,0,0,0,1,0,XXXConfid +5087,79,0,0,1,20.54621139137514,0,19.112540787189754,1.5685836063496894,7.250120838737874,9.115609547264148,0,0,0,0,0,0,140,85,180.35058930451208,99.09866765973419,23.269045538343526,360.52280492159036,8.487544259238689,4.597432896105595,0,0,8.207505362903394,1,0,0,0,0,0,XXXConfid +5088,70,1,1,2,37.9865156032925,0,5.646354984053124,3.910209887013102,4.405001298792184,7.805691800664095,1,0,0,0,1,1,151,105,284.6772569750189,73.07455296534216,62.017331867980594,356.09773727767765,18.81845718792708,9.756851875941745,0,0,2.3101587357921205,1,0,0,0,0,0,XXXConfid +5089,74,1,0,0,26.575025937038575,0,16.907981841866814,4.595490618420458,3.7977805976788925,9.782373183427055,0,0,0,1,0,1,158,101,237.1682913631996,121.07061300346233,53.5803386652253,265.69889462250694,10.881652738763893,2.469440720854812,0,0,6.513559585543067,0,0,0,0,0,0,XXXConfid +5090,88,1,3,2,36.84294039373488,0,6.8376124979812065,3.2550515139678304,7.598883477039213,6.530488476825422,1,0,0,1,0,1,134,74,204.7845206497027,142.8303068481494,36.65143609367743,212.83186244139196,2.914784387979541,9.646816124849108,0,1,1.089316353514146,0,0,0,0,0,1,XXXConfid +5091,83,1,0,2,27.492877285734814,1,2.740603653527942,4.260907148721356,8.802184096910885,8.566773966305346,0,0,0,1,0,0,162,113,198.63224167388628,162.5703199011616,64.89299823416496,108.59966238836924,13.02760387493191,8.06389790081406,0,0,8.783265408679066,0,0,0,0,0,0,XXXConfid +5092,73,0,0,2,23.963787822360747,0,10.53599794071259,0.1717065343224944,1.2159651831501117,8.49683173997097,0,0,0,0,0,0,113,85,277.5996636666129,166.1942604716594,89.9941835187939,342.70683654428024,17.800582190064457,3.764658664620498,0,0,4.4872888943292155,0,0,0,0,0,1,XXXConfid +5093,60,0,0,1,30.983949669675393,0,15.025634136047877,0.6668911913255748,9.674142221080416,8.667019564368967,0,0,0,0,0,0,146,61,285.6784065633242,103.0647766440866,71.24252886422713,115.79795587319668,10.965836711849287,3.1895226489324022,0,0,5.354425473810656,1,0,1,1,0,0,XXXConfid +5094,70,0,1,3,27.91930212332332,0,5.220753153488655,8.106746042938898,0.8508161568088846,4.1969216397760825,0,0,0,0,0,1,103,106,214.35184911700583,123.39602559155782,76.1159760482672,111.58208885736116,1.1320887365290233,2.3668785962804084,1,0,8.131216946134671,0,0,0,0,1,1,XXXConfid +5095,72,0,1,2,26.880676253450616,0,4.402216898351849,6.03043994347098,3.7580314417515384,7.005371121164024,1,0,0,0,0,0,164,103,279.4047684768863,162.1696370169944,97.79361774099061,55.68361208069999,28.381027159533513,0.9657654188964993,0,0,1.8804742677032416,0,0,0,0,0,0,XXXConfid +5096,85,0,2,3,29.79178465486087,0,14.779872395398257,6.362608733498922,2.46270375021946,6.127437732531694,0,0,0,0,0,0,172,78,214.76007062309756,98.34635524231209,41.0752081845369,68.94908316157851,9.976216796995773,6.894814297771131,0,0,5.282417623628035,1,0,0,0,0,0,XXXConfid +5097,78,1,0,1,39.42113344637264,1,2.104983393482749,1.5715795401453347,8.918760575085873,5.541336197695246,1,0,0,0,0,1,135,88,224.07197722162368,92.9464657556878,92.80411875748558,165.28448514879705,6.968756161435329,6.534586556345544,0,1,5.802980918201087,0,0,0,1,0,0,XXXConfid +5098,78,1,0,2,23.4588029268651,0,5.299912935056135,3.968356325750726,0.25333789363292114,4.742974744362623,0,0,1,1,0,1,111,64,195.6638091326682,158.54870137220323,64.92851421856425,375.205670013711,25.9092073625667,5.64953152795991,0,0,8.391042319091746,0,0,0,0,0,0,XXXConfid +5099,83,0,0,0,36.571210639374684,0,6.597079783559896,3.9511370939337453,4.480990400711703,6.300438985687809,1,0,0,0,0,1,178,111,276.23128289579154,93.31605450024112,25.835368224146098,76.01931521266545,21.66677073007979,1.9468275151705583,0,0,3.416393347238645,0,0,1,0,0,1,XXXConfid +5100,81,0,0,3,29.260096200735973,0,5.804851525819245,9.84315689806363,2.619197845458946,6.499606007408236,0,0,0,0,0,0,162,107,187.3764179281663,152.16786090811345,51.06558400409494,113.3863778461488,5.417738089791232,3.5887484751946817,0,0,0.3536838871269621,0,0,1,1,0,1,XXXConfid +5101,77,1,0,1,36.25074563654884,0,15.181157290553992,9.405984285503585,4.381819220681521,5.2214671400509065,0,0,0,0,0,0,150,61,157.19792584260318,163.90232560455195,72.44145702248508,100.86075301508382,18.240308451274988,4.556573549419129,0,1,6.517922698816426,0,0,1,1,0,1,XXXConfid +5102,78,1,0,0,39.4395142388811,0,0.3215855010181312,3.2759012764919104,0.30978778780570093,5.432321287604349,0,0,0,0,1,0,112,69,236.99251598125113,59.33756035374447,63.89782938704944,68.94733817191599,8.28994298545165,0.27027019853100187,0,0,1.0962867086709194,1,0,1,0,0,1,XXXConfid +5103,76,1,1,1,18.94441706954349,0,19.63600214805571,5.508921435309757,4.886145082032559,9.147818196222783,0,0,0,0,0,0,93,92,258.94904351075957,138.83065100137804,85.0799995788603,398.097292611551,21.152451956606992,5.754813760316736,1,1,9.945036380466634,0,0,0,0,0,1,XXXConfid +5104,62,1,0,1,36.83714230623704,0,1.2497789849780538,1.9354502703478194,5.13069143704397,4.5719834554548715,1,0,0,0,0,0,161,106,174.51876804056417,55.55881114548386,56.884272800758914,336.9619009099126,27.840251942937456,0.1837405659044411,0,1,9.576491034182213,0,0,0,0,0,0,XXXConfid +5105,85,0,0,0,15.256284073938486,0,7.8911109910030985,3.5458948019008307,8.269639383868054,4.194009122083109,0,0,0,1,0,0,143,99,272.195031983479,181.2885108089212,48.695858112823984,363.4587866385852,27.870188929586934,6.978905718196295,0,0,0.3282763824000112,0,0,1,1,0,0,XXXConfid +5106,85,0,2,2,20.95334359075645,0,0.4075447167718971,8.741726929868182,5.066292941246626,5.9908346922704805,0,0,1,0,0,0,119,72,199.79936986915862,192.18679064260564,70.3094723575938,276.40930894706923,24.803001026378894,6.6134258479587835,0,0,1.1248767848172103,0,0,0,0,0,0,XXXConfid +5107,64,0,0,2,30.917727744710376,0,15.593466456981966,2.441693436341085,2.658215656046534,7.74310016492944,0,0,0,0,0,0,90,114,270.5702298919015,176.0514379848779,85.62870368791239,127.96491875605443,22.111082657543378,6.665563753887361,1,0,4.465643900359137,0,0,1,0,0,0,XXXConfid +5108,78,0,0,2,21.717501593777236,0,16.541143759083198,9.854842888522848,1.0671054794762613,4.26688515952086,0,0,0,0,0,1,160,77,247.5638498167757,160.7938031516444,24.89519217940004,297.81289310350456,25.687573346191453,0.2911591975497907,0,0,5.294014449680544,1,0,0,0,1,0,XXXConfid +5109,83,0,0,0,27.63664909955422,0,8.877525260548186,6.835053621860182,0.7765029115762279,9.549016797824988,1,0,0,0,0,0,124,94,276.41216698673134,85.8431266118084,87.77455972273994,399.72969758597225,5.372794090514575,7.3910816049273445,0,0,6.516295071190862,0,0,0,0,0,0,XXXConfid +5110,61,0,0,2,37.751954359013254,1,12.305679652010994,3.347418807498468,1.792783335548448,5.1236526518437895,0,1,0,0,0,0,126,115,216.63786143763548,62.54019108870689,75.45865003244216,352.6118230934154,18.03092206657375,0.12359685369551232,1,0,9.517992221128539,1,0,0,0,0,1,XXXConfid +5111,73,1,0,2,36.69973759870493,1,12.904436039961055,4.167867616685831,6.781338122308971,7.568078458245445,1,1,0,0,0,0,96,62,261.8356459392363,100.07925539168804,98.01281736667458,213.65172639598782,5.015061815251805,4.291178803361699,1,1,6.084479506779363,0,1,0,0,0,1,XXXConfid +5112,71,1,3,2,33.53474445093556,0,14.045744540621644,3.5306653013591505,8.818901743857353,5.786148087374573,0,0,1,1,0,1,92,75,163.03650920557985,91.35083384384444,88.87237660886152,364.16759230763205,11.96921248972463,8.595344805403524,0,0,4.713073631250836,0,0,0,0,1,0,XXXConfid +5113,77,1,3,1,38.815719705345956,0,19.089880658060785,2.7580642792707897,8.9050211853808,7.183497875819476,1,0,0,0,0,1,158,69,156.0957990592384,154.3149272594183,24.40643207984209,285.10711141064814,10.364230909368072,6.681177288430251,0,0,5.708908712582799,0,0,0,0,1,0,XXXConfid +5114,87,1,2,0,17.85448196267939,0,3.3478987411362526,9.923983731393967,9.36974484241798,9.926320445642311,1,0,0,0,0,0,153,64,151.87879961526403,192.03192303846714,28.076755306220484,151.5364605087956,24.694652673712035,5.868976305422412,0,1,7.119123806400238,1,0,1,1,0,0,XXXConfid +5115,72,1,0,0,19.39258390699771,0,6.413479187093625,9.30272939418881,4.037829830055766,5.366642451520756,0,0,0,0,0,0,171,81,235.35772634401852,88.38835088965834,28.946927787037644,361.577359824101,2.16115416508486,3.1613091414976435,0,0,3.9137687108467754,0,0,0,0,0,1,XXXConfid +5116,73,0,3,3,18.24820611140709,0,11.137230129168401,5.606439183771638,7.927682082559857,7.812387723220585,1,1,0,0,0,0,99,91,150.21264987624505,119.25110129509223,83.99780907055728,122.32432113191406,20.383061337154352,0.4824838233894646,0,0,0.6984382424216096,1,0,0,0,0,1,XXXConfid +5117,76,1,0,2,30.302431748247464,1,11.814029672884471,6.28117027369856,6.204348897935667,6.825154928597685,0,0,0,0,0,0,95,119,233.62311445478792,101.04801293548522,23.251477125754967,230.79660003328598,28.609437879529967,4.648135163216597,0,0,9.355700232075861,1,0,1,0,1,0,XXXConfid +5118,68,0,3,3,27.505045328428885,1,14.412499927184555,9.438722783968183,7.866581274923201,9.485172023321663,1,0,0,0,0,0,142,100,173.74527651323234,82.99644987925052,63.707498074286086,141.97130698585977,26.05840362325486,7.767483261540773,0,0,6.6011083109849835,0,0,0,0,0,0,XXXConfid +5119,82,0,0,0,19.69785199905428,0,4.2066870186088785,0.4549299906413895,8.266133774005912,9.7546356617805,0,0,0,0,0,0,166,77,198.11116385995876,187.285070789133,33.62283630934166,285.285537217819,19.16638409032759,7.640096905992775,0,0,7.688560877379533,0,0,1,0,1,0,XXXConfid +5120,87,0,0,1,31.74820167554216,1,8.328004263530564,3.5740949115354193,0.3843707045934319,8.024143476272464,0,0,0,1,0,0,106,81,236.91565097761764,69.18153678339034,52.520754199289144,253.0374703001886,21.455441900335348,0.9679848564675975,0,0,2.1903287706257957,0,0,0,0,1,1,XXXConfid +5121,70,0,1,2,19.156361914454504,0,11.51201639855574,1.3281736946412281,0.989180688647121,4.695397483026665,0,0,1,0,0,0,174,101,299.326714375141,105.60849098892677,87.9834103180042,106.37017854735917,1.2994470539357739,6.496209764962849,0,0,7.72427437839856,0,0,0,0,1,0,XXXConfid +5122,61,0,0,3,31.291777553906776,1,4.466923321185357,9.559487343867854,4.569653792308568,4.882426857814032,0,0,0,0,0,1,135,79,201.35846470122584,54.768696798893764,48.66309049995573,352.7480776662802,13.939264438716512,4.976142969180732,0,0,6.86131143084711,0,1,0,0,0,0,XXXConfid +5123,67,0,0,0,27.359740834855423,0,14.548892386755243,2.831908386666778,0.7105416428981459,7.601085348767617,0,0,0,0,0,0,132,106,247.51224851377634,94.10912868991014,99.45984347035127,379.8651208214197,14.677120185910386,6.05774853267474,0,0,4.1650848716725974,0,0,0,0,0,0,XXXConfid +5124,61,1,0,3,26.351265507770844,0,4.503479775546135,2.7731340052583944,8.477359551461149,9.135241027051036,0,0,0,0,1,0,100,100,188.99640997485068,151.29983534406176,20.902272533457882,111.04811719958127,14.775171875035408,9.108643537246188,1,0,0.10186097642955638,0,0,0,0,1,1,XXXConfid +5125,80,0,1,3,17.09540356146034,1,14.990590456357305,3.1200023955738665,7.487360039148669,8.402306777659378,1,0,0,0,0,0,118,86,151.221516935887,77.53832288576433,33.949139549532845,102.81907267170357,25.918678843498302,7.819560133404392,0,1,8.248208807539255,0,0,0,0,1,0,XXXConfid +5126,68,0,0,0,15.38339086033498,0,15.45324725341494,7.880195135819449,9.75758081977711,4.020211458208151,0,0,0,0,1,0,91,95,198.8613549183693,155.95607257251564,48.424186719761835,389.42770624605987,9.771712496029568,0.6666360147714734,0,1,8.69950625457424,1,0,0,0,1,1,XXXConfid +5127,87,1,0,0,17.174325571923656,1,5.861335398528884,7.578198564220214,3.756824104047282,8.334150929862489,0,0,1,0,1,0,151,75,271.27346794812735,186.77592646482174,76.9189672690565,353.65919565580015,19.922446686204427,9.768200016169287,0,0,4.358811295762753,0,0,0,0,0,0,XXXConfid +5128,82,1,0,1,29.581096429183535,0,9.863896712957953,9.895206411360297,1.7083445383919638,4.344190525732629,0,0,0,1,1,1,139,89,199.53901690542403,175.9460284521746,78.59844114407058,395.17082107382925,3.99423636041474,5.496974499624105,0,0,9.868634749384423,0,0,1,0,0,0,XXXConfid +5129,87,0,1,1,33.590816675877164,0,18.142714063655866,9.594883653184006,4.478006061460485,6.155182129441974,0,0,0,0,0,0,173,109,290.71661465309944,176.08398682255302,51.89137390726038,96.42190797804368,3.7319153623814447,8.136756803188112,0,0,5.886319885261862,0,1,0,0,0,0,XXXConfid +5130,70,0,1,1,35.9226837237578,0,0.759744224553538,6.323555317592052,6.156986205900887,8.191820012533167,0,0,0,0,1,0,107,96,191.10068977383563,196.35969436111256,30.737508393880113,314.08152033831385,27.246245569690277,2.7248388441029823,0,0,9.732256397896402,1,1,0,0,0,0,XXXConfid +5131,80,0,0,0,32.97741210348072,0,6.133179214670044,5.3385250559909405,0.40312105133022413,9.427967829920254,0,0,0,1,0,0,127,112,239.49066922851364,95.12416163085129,42.26917229885822,392.7380727105561,0.035301041484899764,6.174597576749232,0,0,4.424642272842258,1,0,0,0,0,0,XXXConfid +5132,75,1,3,2,38.66895998343006,1,6.669039131487868,7.328894548173231,7.973274736874043,9.966550650341116,0,0,0,0,0,1,134,68,198.0832421855734,158.72388421944567,55.37692127387149,211.19343088187924,6.177862947853438,0.7024060145663569,0,0,6.196022077725171,0,0,1,0,1,0,XXXConfid +5133,71,0,1,1,22.984127551993698,0,0.10346000675301559,3.116850237927399,3.1795234450598233,4.678967985171946,1,0,0,0,0,1,167,83,255.0086670149443,101.35865302284415,77.43665615029099,186.82088517957007,0.9258180088673573,3.6262832712785134,0,0,4.340573130313466,1,1,0,0,0,1,XXXConfid +5134,90,1,3,1,25.47234956810447,1,3.0356477274937865,9.921600240311403,0.7288373177989571,5.403387946598646,0,0,0,0,1,0,124,101,218.51583605574314,67.43787099313103,77.96780377007332,149.52566213953057,0.24982440298774833,7.720121856670572,1,0,7.122437418346936,0,0,0,0,0,0,XXXConfid +5135,75,0,2,2,22.80583876320141,0,7.688416622837706,6.1529777278790885,8.306085799718693,5.055943261764712,1,0,0,0,1,0,107,116,286.7007456062504,178.47779430431797,69.9739531178711,267.0650464923559,24.08521548389772,7.159147064253329,0,1,8.681342696790985,0,0,0,0,1,0,XXXConfid +5136,73,1,1,0,26.6791814406475,0,2.696011680978485,7.029777974283851,6.854401316445414,4.870124347157354,1,0,0,0,0,0,119,88,268.91209023164083,169.23326321742337,83.84514605587856,284.02340258325245,10.941800446838299,2.997555600697667,0,0,1.0879761188964043,0,0,0,1,0,1,XXXConfid +5137,77,0,1,3,20.214718274894743,0,0.5567619458800821,5.994326552320056,6.354277327364275,9.49599698430866,0,1,1,0,0,1,137,71,225.08642980203206,116.38509663660655,59.97526613574778,232.50941611860426,14.732642597964213,4.735933850734202,1,0,4.156969082853265,0,0,0,0,0,1,XXXConfid +5138,88,1,0,3,16.818703098013025,0,7.445596687333422,0.4457031953178292,2.292319766761123,6.663228898100256,0,0,0,0,0,0,147,69,152.8546190885384,75.44048538414924,79.08915715466586,259.8645293622547,15.97037101382207,7.968681635975513,0,1,9.570045890698465,0,0,0,0,0,0,XXXConfid +5139,77,1,1,2,30.151246417475235,1,9.726145425144509,8.312411604582033,5.61602559964642,9.702610082450713,0,0,0,0,0,0,176,97,266.40551256047206,196.96824084694484,84.46815095971532,272.57869084759807,18.55619414190679,3.6532575485887375,0,0,9.609696204895684,0,1,0,0,0,0,XXXConfid +5140,86,1,0,3,38.13425719785836,1,14.567275377566837,4.3203721159455135,8.521131813620254,4.735347560221074,0,0,0,1,0,1,109,116,218.2364890963449,194.6829915570184,39.344509778133165,354.30016141538715,25.67258231502216,2.9412397727284034,1,1,4.312858081520728,0,0,0,1,0,1,XXXConfid +5141,64,1,0,1,29.472270958892338,0,15.51357617184629,4.294428585330451,2.687559847058293,4.5339769291529,0,0,0,0,0,0,129,63,245.64356591125173,150.55287390318793,45.70258367989591,168.91633649710195,3.429187476332044,1.831406343324059,0,1,0.9275071256694145,1,0,0,0,0,1,XXXConfid +5142,86,0,0,1,30.624230534334757,0,15.284845659243098,1.418271736622868,9.862397613530065,9.484198673581803,0,0,0,0,0,0,107,104,151.2649978935568,174.99363650165134,25.75914066902742,374.45028272706907,24.154021817795833,0.09850291101563435,1,0,9.541530158949733,1,0,0,0,0,0,XXXConfid +5143,87,1,1,2,39.810994883305085,0,0.6128620029462151,7.58774430432581,8.778156606544908,7.532699938744206,0,0,0,0,0,0,113,96,241.08610204634203,96.3989268715793,84.1671174254983,258.29051020663394,11.949204495385521,1.5451739613405546,0,0,4.584014239024686,0,0,0,0,0,1,XXXConfid +5144,75,0,0,2,37.48287990738551,1,3.636159028113015,7.895616875009111,1.7287967356302036,8.59236133234314,0,1,0,1,0,1,108,91,198.1260373068002,85.21394170818112,91.06861336262192,337.83824618868744,23.13214138891787,6.624325443693527,1,0,1.5378043561157806,0,0,0,0,1,1,XXXConfid +5145,71,1,0,1,35.856474823811965,0,16.340321357610936,0.5408051758977583,6.222104641896222,6.970432289176758,0,0,0,1,0,0,113,96,173.0095327019307,145.64944605065116,99.19288833333425,398.0058584592749,7.190098332531059,2.9947333142441526,0,1,4.97086866104019,0,0,0,0,1,1,XXXConfid +5146,68,0,2,1,28.00320547101672,1,3.7451958692590015,1.8858551766272258,6.637407294739282,4.992562799899135,0,0,0,0,0,0,161,85,285.1590852384719,182.76765657283062,64.96168048112017,262.91281271320724,12.626793144108072,7.1514090905788255,0,0,5.4472902833072485,1,0,1,0,0,0,XXXConfid +5147,85,1,0,2,26.765872398445865,0,4.635616196495292,0.4710047525875227,0.038784226594649196,8.789599669903598,0,0,1,0,0,1,93,91,291.5810567486558,177.4869927392699,26.61894375975801,202.83649118586897,11.102925155314004,5.544357173433465,0,0,1.6439140023797671,0,0,0,0,0,0,XXXConfid +5148,77,0,0,1,20.2339774031436,0,14.6730952362691,5.557453261925682,0.8817529165948146,6.845186386542547,0,0,0,0,0,0,169,94,281.7614298623429,180.58578540176077,48.01168279648978,237.93782669093986,14.06873527136127,7.372740483725993,0,0,0.8096881512411358,0,1,0,0,0,0,XXXConfid +5149,68,1,0,2,23.290559347512733,0,5.280953631768266,6.509358888227924,9.997202924310534,6.417770525839139,1,0,1,0,0,0,172,74,285.7031022264414,175.7119422971006,95.90472982960729,364.9400661249346,28.474500300586293,1.7288805392124318,0,0,6.904485021470937,0,0,0,0,0,0,XXXConfid +5150,80,1,2,1,37.30295492086057,0,18.13487899241759,9.718401453840398,3.5290770400486746,6.223200586297088,0,0,0,0,0,0,140,79,186.90646167327117,116.8461684134333,44.143629437912104,329.90385991407766,3.2874715681992237,6.9542365583293115,0,1,8.277344542962124,0,0,0,0,0,0,XXXConfid +5151,74,1,1,2,16.069663702321648,0,17.909698403845407,5.997183217017613,3.2348510183843535,8.631939303895287,0,1,0,1,0,0,100,67,152.7022318433869,171.58831399918807,52.118961699996746,344.6980546406325,16.75092273319628,6.847368585728964,0,0,9.32445807314759,0,1,0,0,0,0,XXXConfid +5152,85,1,0,0,17.112223917886,1,15.27367007011341,2.4317573175665377,9.1915022344997,6.614969166981309,1,0,1,1,0,0,177,65,270.7311704538462,87.12352537721577,62.84968975839252,239.91061844174743,17.15662826927705,6.906943692290046,0,0,2.396604051322573,1,0,0,1,0,0,XXXConfid +5153,76,0,3,3,37.24808884988575,0,12.648325014814422,2.549975383213398,6.226853217332627,4.5512495116879785,0,0,0,1,0,0,106,69,206.77533270138656,94.00291130028484,64.90466514976791,131.39076528776258,29.269283663726497,1.784411265200484,0,1,5.284833879466832,0,0,0,0,1,0,XXXConfid +5154,72,1,1,0,15.215941719903709,0,12.006213123062789,6.046942618249453,9.43526107969339,4.562849319402472,0,0,0,1,0,0,105,61,268.7237785054823,195.09308719966748,31.617655434486736,305.1384395063013,27.057986732047937,4.688584611933448,0,0,4.64417624191709,0,1,1,0,0,0,XXXConfid +5155,68,0,0,0,19.134666757031134,0,4.29356064871487,2.289489171291854,5.7889614223346575,6.7237952036115205,0,1,0,0,0,0,150,103,287.36887144413856,117.7878027999229,30.094229557384935,73.38413415947895,16.12643338728627,6.331258866334606,0,0,5.5895991356881005,1,0,0,0,0,0,XXXConfid +5156,65,0,1,2,35.09902991895321,0,19.55150454582152,9.635700587002923,8.113178434634694,8.758863813819813,1,0,0,0,0,0,138,65,224.28868701937137,119.02889997344545,56.33147341363183,374.7136969369083,16.93319707107979,9.871399950942434,0,0,3.8933489581047187,0,0,1,0,0,0,XXXConfid +5157,80,0,0,2,34.38460219130273,0,2.8860336510707163,9.264915844169648,7.773674773987289,9.640702746647952,0,0,0,1,0,0,163,100,215.09737357514857,198.87160587289537,92.67912762459551,65.84981232501075,1.687291664064624,5.511927653216322,0,1,9.902311473176438,0,0,0,0,1,0,XXXConfid +5158,83,1,0,1,39.769418731333644,0,3.862749726377215,4.669582075580334,7.1411329561835455,7.803522906307812,0,0,1,0,0,0,106,91,206.65312423119366,134.22849621073323,49.36606308463108,239.03213398677676,3.965217704205246,6.1231059790458495,0,0,3.5448918422452182,0,0,0,0,1,0,XXXConfid +5159,87,1,1,3,39.24841947283985,0,3.032025629843411,7.367321490777211,1.3756375760759743,8.981782671211937,0,0,0,1,0,0,119,91,258.78258546124835,53.931945288438165,66.8273546154334,241.90641470572172,9.916182172856987,5.0249904959755085,1,0,2.304705925719739,0,0,1,1,0,1,XXXConfid +5160,84,0,3,2,26.259955688898668,0,6.112414679540912,7.031012479577181,1.1442095654852558,6.340283523518997,0,0,0,0,0,0,97,106,209.93227629030227,53.66250462101608,99.98032407804152,207.84767527596534,21.703146627498274,2.7356558498018924,0,0,5.178251891822669,0,0,0,0,0,0,XXXConfid +5161,82,1,1,1,39.4692026683161,1,7.3485764513597545,4.078674549110145,3.2471840230365867,9.182900270690343,0,0,0,0,0,0,125,97,201.75183957931173,120.88616947730966,36.351755884758646,278.36637134353043,4.911230666744011,1.3069583858262435,1,0,3.896135663862108,1,0,0,0,1,1,XXXConfid +5162,83,1,0,1,35.953738522216696,0,12.005345333026858,4.647636687543706,6.7270566677376475,6.29096552523901,0,0,0,0,0,0,169,88,158.71424476947328,116.57775328564554,26.398709596802014,234.01607798469647,7.4835872776509715,2.199299221202249,0,0,5.076804090436094,0,0,1,1,1,0,XXXConfid +5163,79,1,1,1,22.07976407224882,0,19.46190847698412,1.5996302017050734,3.277276620388987,7.631398914768295,1,0,0,0,0,0,129,100,250.54448363221212,181.64511412824825,66.2176659194339,233.6447258549367,17.24457215102417,2.66012360384396,0,0,6.370311623530169,1,0,0,0,1,0,XXXConfid +5164,67,1,0,3,26.145520515457143,1,18.35204429294364,5.260458182775382,7.162131034319569,6.940151810318684,1,0,1,0,0,0,104,101,161.6385395330774,199.66812841667618,60.72777417350939,83.80823116220974,18.854090885318545,4.933630665530565,0,0,9.561478098624992,1,0,0,1,1,0,XXXConfid +5165,88,1,3,1,26.639474116611787,1,13.727209432696995,1.6550191549547155,5.712438295486818,9.088533432923931,1,0,0,0,0,0,174,69,281.30310298604127,159.364536802345,52.78812395250708,223.22230707985568,15.152139215486715,1.3159846729123659,0,0,6.395604390539809,1,0,0,1,0,0,XXXConfid +5166,69,1,0,1,32.38537914053397,0,16.652103695750558,1.868167780395844,6.238113083506921,6.920993022395072,0,0,1,0,0,0,150,94,280.15412354710435,79.57673585338235,55.48519639313953,399.6843108641155,1.6804467403294243,1.591742111551101,0,0,5.502752406874754,0,0,0,0,1,0,XXXConfid +5167,64,1,0,3,33.45295222234227,0,16.44643746851742,4.174914643376781,1.5831864841582055,6.2485187958850394,0,1,0,0,0,0,164,68,291.9560114512916,136.17774927297285,86.49409577260704,111.59403435246571,17.718277295929628,8.86169699884968,1,0,3.0688182905104586,0,0,0,0,0,1,XXXConfid +5168,61,1,0,1,27.32981391617286,0,13.05014484585536,2.6036699367578207,6.2169669402172065,8.711222228349815,0,0,0,0,0,0,97,71,226.94687991140415,147.21623825876344,88.35188476956033,246.76059499169793,12.065670495825614,3.14761075140661,0,0,1.5399525303429107,0,0,0,0,0,1,XXXConfid +5169,61,0,1,2,28.63041409998381,0,6.779066368030248,5.066955917307596,1.4633952858721222,6.7308458656275345,1,0,0,0,0,0,144,113,151.06321343887632,55.38287610628204,97.68333504488879,247.1573031152213,5.813724937748271,0.6662156588280022,0,0,0.12417717004305273,0,1,0,0,1,1,XXXConfid +5170,73,1,0,1,36.92603874214224,0,15.835243257431175,5.265447014146374,0.039667663927920316,9.894755140273428,0,0,0,0,0,0,121,94,269.6812835977211,122.81011037454707,54.003204510088125,107.05340243641132,19.83557641763997,5.712410237947556,1,1,1.2757365726485637,0,0,0,0,1,1,XXXConfid +5171,69,1,0,1,28.91736073307318,0,13.669602837097436,7.5977282832945905,6.953287361996885,5.864524032592081,0,0,0,0,0,0,108,71,203.9146285626784,175.4847749817415,89.94300181975208,236.62847850603652,6.01029947928276,2.1768181653560212,0,0,3.1766633342341644,0,1,0,0,0,1,XXXConfid +5172,66,1,1,2,18.02204730864056,0,0.4025350888506085,4.605769418005856,5.531474601330039,8.645182584732853,0,0,0,0,0,0,118,116,277.1309547855948,67.47363752805438,40.52575997013122,218.28911884763784,23.385033426021423,6.592357965175809,0,0,9.322914070641012,0,0,0,0,0,0,XXXConfid +5173,74,0,0,0,16.34984030035939,0,4.608306589711743,6.410241728148921,7.761080966549532,7.0051864449584125,0,0,0,0,0,0,130,109,189.8335677142933,156.48604586184865,38.10135318140855,375.2222002554079,22.357852979533615,5.416057979350239,0,0,4.914406435887697,0,0,0,0,0,0,XXXConfid +5174,81,0,0,1,33.298591177161974,0,6.286501641020241,6.490298842079424,4.7578066692841645,7.231815093564643,0,1,0,0,0,1,101,119,246.11207767660125,58.3957411585995,84.4374258895518,359.9382676719313,26.306842120576412,2.889888425002117,0,0,4.8044738648662735,0,0,0,0,1,0,XXXConfid +5175,71,0,0,1,37.42158191661356,0,19.480927816996065,9.511493319912823,5.411153434476521,4.155608930313978,0,0,1,0,0,0,109,84,284.9283417472001,160.62926441762974,27.634127353445894,208.7176191246571,9.583679770907517,9.470413106364635,0,0,5.004761604291522,0,0,1,0,1,0,XXXConfid +5176,76,1,2,1,33.693965120187954,1,11.028163292966052,9.090222422248132,0.6821015100619598,5.443782918628614,0,0,1,0,1,0,178,87,239.1551462439882,124.5871395715982,98.59714519426203,160.45353700229555,23.78600559684367,8.083639911964722,0,0,2.374675818959593,1,0,0,0,0,0,XXXConfid +5177,72,1,0,1,23.308724110104826,0,2.3471470578889453,3.185526336650195,8.75080329406061,4.293652052742123,1,0,0,0,0,1,164,67,269.87603807549283,148.0083510978437,26.81426556825943,317.7381497294674,15.42983831323286,4.271401469321047,0,1,9.427577689722597,1,0,0,0,1,1,XXXConfid +5178,71,1,0,0,37.464342184311015,0,16.146045582098118,2.8736635313967476,5.812415359259758,8.634537514233624,0,0,0,1,0,1,107,79,162.40732780287652,66.54474941675187,68.87360443629132,133.0243730533511,3.3949957992363053,8.018873498024298,0,0,8.32600402203781,1,0,0,0,0,0,XXXConfid +5179,71,0,3,2,31.01680010758959,0,6.740664419450042,9.027701808480394,0.2457241652356379,8.26160402826315,0,1,0,0,0,0,109,64,177.93609172079073,181.61333248031417,38.048722124879575,211.73816000965206,28.678028771999035,4.5637914760601594,1,0,1.2292740855893525,0,0,0,1,0,0,XXXConfid +5180,64,0,1,0,31.587736101341473,0,8.85505956131011,6.765898987161341,2.252369980813805,6.091912799647166,0,0,0,0,0,0,139,100,276.8221622044633,92.96265161066785,73.00184724189162,160.43924185728034,7.222207065823425,6.39560722562339,0,0,6.264302476856603,0,0,0,0,1,0,XXXConfid +5181,73,1,1,0,32.37796518352276,0,17.202623089466083,4.105603350418483,9.366785437294224,4.933466927644121,1,0,0,1,0,0,146,104,173.92609794802655,86.06590725951935,50.7294295751354,90.81806687286775,3.454366714064161,5.66794286992072,0,1,0.5118055757262407,0,0,1,0,0,1,XXXConfid +5182,66,0,1,1,36.673238339993205,0,13.382907069627363,9.438554846776961,0.9115922395630727,9.809412502740296,0,0,0,0,1,1,108,80,202.54368276967918,110.73634484432071,29.294767707361984,279.5664752476745,12.799210930878896,7.242904151149627,0,0,7.751305978870443,0,1,0,0,1,0,XXXConfid +5183,90,1,0,1,26.576836727842185,0,13.144380488766007,3.8977294180671263,9.599956605831624,5.07299019556581,0,1,0,0,0,1,128,84,249.66199240229093,111.58143678558176,91.66136425812623,160.97870892205543,21.42796904167713,2.7757127174367016,0,0,5.682719693968991,0,0,0,0,0,0,XXXConfid +5184,73,0,0,2,15.43716631097081,0,8.491166340477573,8.681107402334167,5.846401143749523,9.100666371080992,0,1,1,0,0,0,174,108,269.6551937774949,58.55131254663269,62.520255472463475,50.46161069316175,6.1195621104549245,2.5710718942909203,1,0,5.520800139370721,0,0,1,1,0,1,XXXConfid +5185,90,1,0,3,26.57008638250447,1,4.676487071591922,6.706810773340447,1.2449385897120635,9.678151514517374,0,0,0,1,0,0,149,92,290.59782064075057,75.92652186219195,44.71236032221789,150.36326110619225,14.234835752743226,3.7492918411754084,0,0,2.44365701835326,0,0,0,0,0,1,XXXConfid +5186,71,1,0,2,24.05007732058668,0,1.3053412934002884,2.6379842326749126,3.996835309442904,6.967215914240437,0,0,0,1,0,0,102,68,285.54682479318467,170.73543699026192,94.28563111837502,174.94285025312178,21.746467487260148,3.720994549853728,0,0,0.4463401631423858,0,0,0,0,0,1,XXXConfid +5187,75,1,0,1,34.104934951404566,0,16.562240001806966,9.613334375378752,6.340310465272612,9.595461390740454,0,1,0,0,0,1,153,105,175.74641719875478,116.33350123674178,65.26512918996563,191.66158585616355,5.883036280484838,1.248649415179126,0,0,7.493350723390541,0,0,0,1,0,0,XXXConfid +5188,90,1,2,1,19.20848558583313,1,8.702845095321663,2.224318275491747,5.025735847153139,7.951450439013026,0,1,0,0,0,0,94,116,172.11488218299957,192.51839272596519,78.83851429254162,336.5695042833068,20.065502584408936,2.04485563276371,0,0,1.205145788781944,1,0,0,0,0,1,XXXConfid +5189,87,1,0,1,37.50438542456771,1,16.765504255992106,3.346280501521175,0.19483097128583982,7.04756424925314,0,0,0,0,1,0,144,69,232.2956991991951,106.36872506662534,76.8856913043303,103.46949271979305,11.403883628136441,1.6446726858931338,1,0,5.343784549284373,0,0,0,0,0,1,XXXConfid +5190,63,0,0,0,26.70348540473415,0,6.362875396757055,9.716149460795357,3.52528584243848,7.983331305102099,0,0,0,1,0,1,111,61,195.92684888148244,179.68344550302047,26.56454292100267,223.90775100508324,23.41564082483473,8.418074532509491,0,1,3.048574786238899,1,0,0,0,0,1,XXXConfid +5191,74,1,2,1,17.88163310013079,0,8.801103503905583,5.911290121303068,7.1832426147590525,8.5906394609774,0,0,0,0,0,1,92,80,282.6003314902133,182.47026010732966,32.89484840179371,397.585213725624,18.715787112423325,9.155015720302613,0,0,8.96657760541394,0,1,0,0,0,0,XXXConfid +5192,84,0,0,2,32.36337818765915,1,5.636192861114353,6.964001214287135,7.850067459563084,5.3719115795621715,0,0,0,0,0,0,94,80,245.9317877819629,61.972163512462714,65.97893675231558,365.0074165150132,8.98833874976457,2.954914638843007,1,0,0.7954019045476168,0,0,1,0,0,1,XXXConfid +5193,81,1,0,1,27.766345959188413,0,19.210943220178972,4.736258814908495,7.893624851237967,9.146351510394162,0,0,0,0,0,0,161,109,177.42930843526543,131.71273287852623,30.692777397036473,118.0120060595991,15.582322245000299,9.536252999025269,0,0,3.6223993231065665,0,1,0,0,1,0,XXXConfid +5194,65,0,2,2,29.584935419769714,0,5.3896234580036495,0.9685289921961904,8.836712710744068,6.567843093156393,0,0,0,0,0,1,154,102,173.8314412518243,88.95120940581751,40.47608572123197,388.61650526922847,9.416365571250257,7.882552917794502,0,1,7.614877239926679,1,0,1,0,0,0,XXXConfid +5195,84,1,2,1,32.396430277287024,0,13.94260192477194,4.677393565721144,0.2202257700624366,5.7228562588183305,0,1,0,0,1,0,179,74,237.0954434332478,70.5885433983197,89.68564994040148,323.74284138345286,4.929253511743368,2.2932476371620103,1,1,8.016928192030075,1,1,0,0,0,1,XXXConfid +5196,62,0,0,3,24.72556308193264,0,14.815555989094966,3.8865835560963466,5.939271850527872,4.363277563656819,0,1,0,1,0,0,98,69,173.07951587050087,189.4629206196235,43.49023670998126,233.4140005509556,6.4921116436919295,1.819515872230848,1,0,1.971349504535449,0,0,0,0,0,1,XXXConfid +5197,80,0,0,1,33.398409593001276,1,7.558891381234794,8.497812259876037,6.645197024353666,6.992889290697102,0,0,1,0,0,0,113,83,185.5898712876217,87.83841828668088,47.63499516792162,154.48753449091026,9.474630582099117,5.421122624798096,0,0,9.711455779711542,0,0,0,0,1,0,XXXConfid +5198,60,0,1,1,17.162113379119866,1,7.414168865496378,2.0238759126336237,6.715461108355148,7.412713622675536,0,0,1,0,0,0,155,119,191.69404655762867,165.81159471125616,30.25163129884845,160.15901536227784,11.657815635564408,0.4104758514631557,0,0,2.9011971240317056,1,0,0,1,0,1,XXXConfid +5199,83,0,2,0,26.83774105990606,0,13.23710706162201,9.071344099676251,7.237437810985071,4.616921708713698,0,0,0,0,0,0,125,108,219.47169306680996,59.519413702260096,52.164504737888116,206.28965027977983,3.4035004096679176,1.3291283024900247,0,1,6.743605747183076,0,0,0,0,0,1,XXXConfid +5200,70,0,0,3,37.85662915013715,0,5.363986639747171,2.728150863550185,6.104171942036324,8.630975623430349,0,0,0,1,0,1,108,103,154.77109903458577,186.05713021495566,47.77165552837087,364.4605327172065,5.167723054745431,6.567635440550923,0,0,6.8783273677597725,0,0,0,0,0,0,XXXConfid +5201,61,1,3,3,34.94099928081367,0,10.22723123983675,1.221223324666073,1.2057110920714864,4.549262399458605,0,0,0,0,0,0,107,76,268.37713359488737,170.1949371123833,99.25760656995942,274.2003713964099,24.14149398455559,4.07142656836574,0,0,4.298558626465944,1,0,0,0,0,0,XXXConfid +5202,69,1,0,3,38.57325174375967,1,5.8860695283954945,2.27339229367433,7.289339197111891,9.257138142432918,0,1,0,0,0,0,118,67,205.02079148099466,75.78826696147291,87.01385507793569,310.27170476416035,13.957098632668622,1.2737930042399237,0,0,2.014531083049037,0,0,0,0,1,1,XXXConfid +5203,60,1,3,2,24.33216970868441,0,13.81382148943378,9.551024421831457,9.476242180033744,4.149048635423079,1,1,0,0,0,0,172,66,172.44021317795728,51.36955840873103,38.33797194382007,354.1523519276584,20.05209353636576,0.9740610088180368,0,1,9.425958480606974,0,0,0,0,0,1,XXXConfid +5204,60,0,0,2,29.40261350924478,0,2.206330924429547,1.191201084232193,6.0188920453509915,9.84236964104467,1,1,0,0,0,0,127,84,158.79294231497042,188.84940175360842,35.376998307369725,74.11283955056781,29.79306974391187,5.039519081007475,0,0,0.3572483099873647,1,1,0,0,1,0,XXXConfid +5205,90,1,0,0,16.450544261192423,0,10.810414282979528,1.0711144279863627,7.593641333041424,5.684659778014005,0,0,0,0,0,0,128,110,294.60881351412615,91.24957827226027,67.28821320126096,354.4984525242593,8.556972311549218,7.1649643432965675,0,1,5.051516868679238,0,1,0,0,0,0,XXXConfid +5206,86,1,1,3,19.096180979732193,0,18.721031867964154,8.809302899638666,0.3756147844026847,6.470218369316715,1,1,0,0,0,0,129,62,191.76473408056842,183.22436405148324,64.38495711399139,278.4991506779626,11.067212547097325,5.539669468712328,1,1,9.027218489389426,0,0,0,0,0,1,XXXConfid +5207,76,0,0,1,36.90809868454829,0,16.864471937596615,8.505389779245537,2.439710034512219,8.428569218699693,1,0,0,0,0,0,132,96,275.821252443295,159.76391209425975,28.37532105236764,99.87223737795861,24.428450169813882,0.4582640587435516,0,1,7.395805430900796,0,0,0,0,0,0,XXXConfid +5208,68,0,0,3,26.63477907060127,0,1.5087750750578288,3.0193391296483894,3.046509325230067,5.6161058335578256,0,0,0,1,0,0,115,117,192.35629870393808,80.3502340685208,47.02584789399328,386.57868663913587,16.520113145085787,5.380111921380925,0,1,0.865188837564449,0,0,0,1,1,1,XXXConfid +5209,75,0,0,1,28.905839527065883,1,12.821991214495823,9.759968656792505,0.9820972261790284,8.293660800124966,1,1,0,0,0,0,179,104,267.7300042950544,80.59905035560926,35.666117000372935,223.16208783405568,16.97200393132913,3.708425813585184,0,0,2.95678185845944,0,0,0,0,1,1,XXXConfid +5210,68,0,1,0,28.84941508548009,1,2.499367401815047,1.2337913882702356,0.3345579822098754,4.51214836702653,0,1,0,0,0,1,128,105,204.48301423810537,111.72937996822489,88.62195803743779,384.88541034393904,6.966100350580774,5.385652422339472,0,0,1.5346727564479357,1,0,0,0,0,0,XXXConfid +5211,62,0,1,1,17.87510303807553,0,13.525545618162717,9.585769202707498,4.266007574282117,8.24708401200774,0,0,1,0,0,0,131,108,202.41974178470747,184.97482202766204,36.97303309911619,288.7881805842326,6.592071465162111,9.572719223201867,0,0,8.573933044229893,0,0,0,0,0,0,XXXConfid +5212,85,1,0,1,34.43705693749994,0,19.89420121120662,1.956137661594698,8.19728254816946,8.56252093751107,0,0,0,0,0,0,149,98,234.31186219147753,135.01324494609398,83.2793484497768,209.22213710448892,10.16467114431535,4.11027642074266,1,0,0.6985907895915833,0,0,0,0,0,1,XXXConfid +5213,88,0,0,1,29.866989664859734,0,14.106951014909427,2.4778463405008635,5.645933615277655,5.173993289467553,0,0,1,0,0,1,133,117,273.5468618763812,102.45683750104602,70.8391592608314,67.32836573747804,13.470748743751379,7.368927853791005,0,1,5.08384618925339,0,1,0,0,0,0,XXXConfid +5214,74,1,1,0,36.32230879794626,0,10.13815597307946,8.708641292100307,5.929389278888106,7.669125487453284,0,0,0,0,0,0,149,61,244.1871971309224,82.90639780468612,38.46467987729217,121.73583128327522,21.53833978193527,1.9766409282499997,0,0,8.145371726606678,0,1,0,0,0,0,XXXConfid +5215,66,0,0,2,35.65111696845346,0,7.8923540575878715,0.12271573034641103,1.8731114111191494,6.809722182140143,0,0,0,1,0,0,98,110,228.26996190721644,63.03654690449686,34.46649271378176,304.82525952004477,18.074329425085843,7.690527730902898,0,0,7.583541902752486,0,1,1,0,0,0,XXXConfid +5216,76,1,0,2,28.999327338385946,0,3.627201797930717,2.704021076315973,2.3133053703911943,6.489011717133938,0,0,0,1,1,0,108,90,157.13326416338026,135.31655799102367,74.13777015582826,157.64790359759846,12.30144316354748,3.603755721942421,0,0,0.3662728721010944,0,0,0,0,0,1,XXXConfid +5217,67,1,1,1,26.257376090550746,0,14.304545850617945,1.7426736831914869,3.28969793251898,9.851938784224247,1,1,0,1,1,0,151,60,213.3932528258284,107.29803368105613,38.95103579365689,67.83035715916648,8.545490209928934,9.358445785876196,0,0,4.675272076470303,0,1,0,0,0,0,XXXConfid +5218,71,1,1,1,37.674149960781165,0,14.707459013680609,9.031593675320545,9.246870561437785,6.479318895278821,0,0,0,0,0,1,159,111,208.38967431196042,74.56798699444953,59.343400323168034,98.13802099877762,22.0223379448992,8.545265403079362,0,1,6.250251917132999,0,0,0,0,1,0,XXXConfid +5219,82,0,0,1,38.48336650356528,0,15.284017503568684,5.732626688125098,0.26599275343462736,8.699425747590166,0,1,0,0,0,0,176,87,170.76616746216754,161.46634440618288,38.35432934726662,286.39109328781683,13.364326162295516,9.839970106761678,0,0,7.162137079552293,0,0,0,0,0,0,XXXConfid +5220,83,0,0,1,29.17072861196108,0,19.36268650835035,8.192618900170025,6.523067621953248,8.42314030627039,1,0,0,0,0,0,165,93,242.72664871774217,95.6118672324387,73.21733598980569,388.4423787984621,20.639175565823756,5.024857748791075,0,0,1.160801082036611,0,0,0,1,1,0,XXXConfid +5221,75,1,1,1,25.691360902918547,0,3.078179314841807,9.089393447010654,6.1990633001397875,8.186626005817686,0,0,1,0,1,1,170,72,246.51657917551157,102.70018199589677,99.62298434421912,66.25154595058967,22.918475674676944,7.959886539226514,0,0,5.967554940399231,0,0,0,1,0,0,XXXConfid +5222,68,0,0,1,20.590728836177504,1,14.609002125479426,8.484837812767305,7.916364522396313,5.088967471184765,0,0,0,0,1,0,105,88,265.8790556207693,61.46153390605181,69.54452760190112,82.64147060332792,10.996067914977283,8.206859285883347,0,0,8.115444796130374,0,0,0,0,0,0,XXXConfid +5223,78,1,0,0,25.15015724814278,0,15.449475392891552,3.4129934162159326,1.462801439218503,8.162858130207278,0,0,1,1,0,0,170,65,201.64027587947893,104.97216359727918,62.88259596878418,148.96149096957112,14.939215032958776,5.692761536436436,1,0,1.433790334359284,0,1,0,0,0,1,XXXConfid +5224,66,1,0,1,15.900701529119868,1,13.958694750718,4.58929692074749,6.395391742248596,6.839897778496186,0,0,0,0,0,0,124,85,159.9806310273018,76.48144470387433,64.63906703506922,206.9340125109082,11.118624193935666,3.616825205748925,0,0,1.997795008935952,0,0,1,0,0,1,XXXConfid +5225,89,0,0,0,37.63982526230137,0,19.903820211504616,6.284359400990349,0.757732578152801,5.149190793987828,1,1,0,0,0,0,136,115,280.02908476975256,108.89236701329511,57.34772780011884,352.1548897726803,11.967863195414807,0.7296629533893095,0,0,8.513947028784266,0,0,0,0,0,0,XXXConfid +5226,67,0,0,2,29.01586425205184,1,1.2271859572585742,9.583061001376208,0.9842884258924078,4.957976380946105,0,0,0,0,0,0,104,85,277.87592415768455,113.20943708722213,88.00090245020345,241.7098371072057,12.655350522358507,1.3405104513975619,0,1,1.5554230539740532,1,0,0,0,0,1,XXXConfid +5227,74,0,3,2,21.148124189487916,1,7.4844447356105555,0.16658150464693988,5.966972925750447,4.565363047007998,1,0,0,0,0,0,172,94,226.54350999744332,134.98882193140759,56.84066024611197,92.26875533867047,6.375259377458745,5.317653978434028,1,0,6.755856025480051,0,0,0,0,0,0,XXXConfid +5228,77,1,0,2,30.289430772382183,0,14.69754220599537,8.076476567633277,1.002560103309078,8.952667794913726,0,0,0,0,0,0,166,78,210.83403679338196,177.3227792253361,24.836791870548957,360.02164385626253,28.27621580865152,6.310178068841706,0,0,6.869591116288582,0,1,1,0,0,0,XXXConfid +5229,87,1,0,2,22.53506017387086,0,10.3832964325335,7.0813020511316065,3.6438860858454456,9.335540724872065,0,0,0,1,0,0,105,83,184.7437799156972,167.56676700982294,32.670213320448255,235.5365287896488,11.906803663266576,9.198626786433694,0,0,2.935397772373187,0,0,0,1,0,0,XXXConfid +5230,83,0,0,2,32.9080270933142,1,1.7543018557168444,0.7099625044784375,8.589420308186444,9.492066107954031,0,0,0,0,0,0,129,100,295.9936825832297,188.49516307912313,85.42199407883302,178.9216170809413,20.00125766565261,2.0491799043714645,1,0,0.26620835526075304,1,0,0,0,0,1,XXXConfid +5231,78,0,0,1,34.48545562265012,0,3.904806128248335,1.9638494096063097,3.0488925519748955,7.222419751548105,1,0,1,0,0,0,172,113,275.0255577003059,128.05129808215477,81.5854197047787,215.021155309847,20.912208134382002,7.661323351522354,1,1,5.990418742750725,0,0,0,0,0,1,XXXConfid +5232,88,1,3,1,15.362310661632865,0,7.778095642770706,8.828601185852348,6.300550640623722,4.723002921302033,0,0,0,0,0,0,158,110,202.97013796677388,161.8121556741836,38.53066025794565,335.09545394522917,27.08853872181334,4.488044167580228,0,0,7.430245091701191,0,0,0,0,0,0,XXXConfid +5233,61,1,1,1,21.349544923511537,0,18.800101082910093,5.356150776941327,3.1632071590552204,5.162080101624641,1,0,1,0,0,0,171,96,240.15332508590427,120.6604859955936,63.7674138251688,195.24225304158648,11.903587583579586,5.0664964102478685,0,0,3.224473152486701,0,0,0,0,1,0,XXXConfid +5234,61,0,2,1,25.838598221516914,0,7.032135608050751,5.494712647887583,0.6209171671916591,8.551463653835949,1,0,0,0,0,0,142,106,234.1783541124139,193.52836671988115,39.421351565398425,85.40745256835737,15.620772905641328,2.9695177354014235,1,0,2.8507873245836404,0,0,1,0,0,1,XXXConfid +5235,62,0,0,1,17.45848455708525,0,3.5488916414812777,1.6992861351913247,0.8528066409097912,6.096847029801743,0,0,0,0,0,0,156,107,167.5596380760773,84.83646279251296,86.65633957863838,162.6353766777756,22.364519624902123,5.969030958622666,1,0,8.294354512670967,0,1,0,1,1,0,XXXConfid +5236,80,0,2,2,19.53384333013282,1,13.75820890553676,6.857109044869429,8.961687209276011,9.311368618543533,0,1,0,0,0,0,160,99,242.6247426162463,103.5674044783029,33.877168414536044,296.69074243708354,5.710176292185361,7.830720931467109,0,0,3.83624243909877,0,0,0,1,1,0,XXXConfid +5237,74,1,2,2,23.395481326899343,0,19.988291320978103,1.2748308719550172,3.5129026988439946,9.707421150982734,0,0,0,1,0,0,146,93,163.55971549207308,124.94518230128021,36.84420367944114,214.3321262334076,6.553472117886047,0.8150807231518409,0,0,4.629737854139917,0,0,0,0,0,1,XXXConfid +5238,70,0,0,0,16.348776591553914,1,15.430588189024348,8.13104655265213,6.010538307930251,5.920503398398159,1,0,1,0,0,0,100,66,158.8426703443551,131.94186550097345,84.58004143848319,88.6551990306,22.089828655457904,3.365350904918273,0,0,9.087113398768535,0,0,0,0,0,0,XXXConfid +5239,77,0,0,1,26.51624543888031,1,8.396824154758917,9.924836624690496,8.529222386570195,8.043233714155384,1,0,0,1,0,1,172,113,184.98640697120905,132.9319421698607,56.76535991721202,159.7101638683077,2.2311962281636752,8.121256203395127,0,0,1.9806190996785467,0,0,0,0,0,0,XXXConfid +5240,66,1,1,3,30.659389164269292,0,7.64604897223027,1.2731632597075093,3.644761263468559,8.305036448645675,0,0,0,0,0,0,169,103,233.2245142910167,159.59847778517195,83.40648213125263,215.9175457874859,7.520493591939459,4.035455139630992,1,1,4.3271409604264175,0,0,0,1,0,1,XXXConfid +5241,77,1,0,0,27.6572086673942,0,9.784650875009595,5.08380381765027,5.145963530850629,4.560572292087984,0,0,1,0,0,0,93,119,204.40359000655616,197.8708508340058,73.8896614855941,110.34465197691368,8.639903524496761,1.0665223730482876,0,0,0.6257344312073154,0,0,0,0,0,1,XXXConfid +5242,71,0,0,3,17.469964277458306,0,2.4995053318913474,0.6633429816820535,7.376840985176864,9.012182868884818,0,0,0,0,1,0,144,115,226.72736407567402,76.94847732714055,31.00936020982146,237.51917665677945,10.924177551174543,0.15922509135340657,0,0,6.48209778005823,0,1,0,0,0,0,XXXConfid +5243,64,1,2,1,23.396322805297814,1,0.4827098920402695,3.9827995612988665,2.5262863343136663,5.5675162972948575,0,0,0,0,0,0,144,84,183.04305080992162,189.8308275673659,25.26652373407461,65.64133201962161,11.013341815833193,2.16872204369013,0,0,3.185604867080387,0,1,0,1,0,1,XXXConfid +5244,62,0,0,1,39.81304181077198,0,16.7672414480335,4.310288376853949,6.332350548490906,4.245434378540598,0,0,0,0,0,1,155,65,157.0210966001934,188.89892584704023,21.25185939721603,68.74641989438902,20.254757773876246,1.296631583736213,0,0,5.651234131144061,0,0,0,0,0,0,XXXConfid +5245,64,1,1,1,23.946179870252,0,12.510150617954947,8.47956920881203,9.677324796667133,8.45526409593079,0,1,0,0,0,0,118,83,205.38037372572052,156.4229167873068,46.275768762654494,304.1027698085886,2.3570135727063155,1.6070247371991775,0,0,6.639351760547085,0,0,0,0,0,0,XXXConfid +5246,85,0,0,2,33.96765649067699,0,10.739196894147591,4.247829482458716,0.33843104126913603,6.2332198947476165,1,0,0,0,1,0,122,92,158.22491122038977,54.34883594286723,90.05457754647186,262.3412214051039,12.215072584743009,1.8098101211143491,0,1,7.920117706126102,0,0,0,0,0,1,XXXConfid +5247,79,1,0,1,36.73334010917422,0,2.000227026044976,0.7373388957436744,5.015220321255779,4.521139748526014,0,0,0,0,0,1,101,83,282.515829194018,124.89200009970422,86.66129121781381,85.40967990271142,13.812138115757271,2.104050564540901,0,0,2.2616595335083822,0,0,0,0,0,1,XXXConfid +5248,86,0,1,1,17.0679005018865,1,13.936579628843631,5.3473915877750136,6.278426141711347,6.264368182590487,0,0,0,0,0,0,104,92,178.4535724576389,138.15796780080103,81.64320540602714,161.78539269140205,17.7237331922464,5.757511526963018,0,0,3.332887625749671,0,0,0,0,1,0,XXXConfid +5249,81,0,0,3,27.994578125805226,1,10.869035984424047,0.9877105471645242,9.152984967727729,8.192888861730305,0,0,0,0,1,0,179,76,252.40159988428007,83.97212291851937,79.2564658490137,252.37420588844935,22.5430823587117,0.3622168023954109,0,0,8.62584913203314,0,0,1,0,0,0,XXXConfid +5250,64,1,1,2,31.650439514590396,0,13.371360726762918,2.702006193840276,6.9457770919166375,6.769883019491165,1,0,0,0,0,1,110,117,161.38745408782466,96.35868864338357,91.03414303378035,208.52836898435626,9.666452729317703,0.8378747699680378,0,0,7.845410787324644,1,0,0,0,1,0,XXXConfid +5251,73,1,0,1,19.054427259222688,1,2.1893887776667564,6.76044447991733,9.356916656132908,9.9732422844438,0,0,0,0,0,1,141,116,283.0293508459931,98.54433438764102,40.01631032309126,59.29997731676733,10.966036180658378,7.07406335934071,0,0,5.440936509474696,0,0,0,0,1,0,XXXConfid +5252,62,0,1,1,37.511566643548676,1,9.402618375143511,5.619958111223621,6.132239884726265,8.137825705251405,0,0,0,0,0,0,143,115,227.98177903155022,95.41398316478448,93.14918124242297,126.36494535451294,1.030017712647805,8.50279085765019,1,1,2.0365126720450313,0,0,0,0,0,1,XXXConfid +5253,81,1,0,2,24.38980025210136,0,18.39250116584391,6.754647105885779,2.62944141026068,4.329690126715274,1,0,0,0,0,0,166,108,220.8387620074858,65.84210052088767,34.76369130373479,345.5615158239071,16.03061557327259,4.961576799988863,0,0,1.2030186343833227,0,0,1,0,0,1,XXXConfid +5254,80,0,1,2,21.15146887389404,0,19.065334412099617,4.544718180126711,1.3177356566027265,6.552573786064517,0,0,0,1,0,0,109,70,265.6352909220633,173.62381612228938,46.69830685251239,86.13544037642129,13.325705890807741,2.561856276049931,0,0,1.4795310417222607,1,0,0,0,0,1,XXXConfid +5255,68,1,0,1,39.73371014370947,1,3.3682264283561603,0.7606286843818877,2.801780231522688,6.501614801449034,0,0,0,0,0,0,124,98,266.0182427720281,196.89149990746023,23.72733148195814,228.5774669552958,14.658692863993766,2.1167508998899254,0,0,3.385612360663015,1,0,0,0,0,1,XXXConfid +5256,73,0,2,1,20.260630920289593,0,1.1441114450574008,7.370079390679175,7.576393774431064,4.917915360943811,0,0,0,1,1,0,128,76,177.96352087403025,53.579577365117814,69.6192069094848,354.2581732823403,17.972518055732266,7.238520540327395,1,0,0.212521472042001,0,0,0,1,1,1,XXXConfid +5257,61,0,1,1,20.168624255797695,1,6.564912136217953,0.947122705287885,1.4991405343037745,6.67417599638104,0,1,0,0,0,0,127,95,299.30746725015496,142.89348163213464,41.989991952685,97.03775475932741,23.75605796296018,7.620011460674929,0,0,3.927277422455193,0,0,0,0,0,0,XXXConfid +5258,74,0,0,1,22.292319526192706,0,11.283331553859327,4.0763304708396175,5.493093386027174,4.777369195730925,0,0,0,0,0,0,95,103,156.54268581002745,87.48799546150903,22.96229777529102,80.9627198461125,21.67149770167151,3.757367434025088,0,1,0.5562680136922771,0,0,0,0,0,1,XXXConfid +5259,78,0,0,1,33.98519349210194,0,16.887559905277364,5.952748702420026,6.1070706708590015,8.49899951713664,0,0,1,1,0,0,126,118,220.99070233077003,161.8309450240304,59.38915364193263,309.530812184391,21.720917388991506,7.289735387196439,1,0,0.8284793051005446,0,0,0,0,1,1,XXXConfid +5260,62,0,0,2,34.783084976662536,0,12.70225157989928,5.993307558591734,9.578223062433084,9.821264686004515,1,0,0,1,0,0,159,112,258.96208111325666,63.709411709520374,98.55250950127248,373.85882905992037,17.802041910678764,6.845905869384047,1,0,3.417781651011352,0,0,0,0,1,1,XXXConfid +5261,90,0,1,1,33.00373258863148,1,16.683074248319933,6.680440741888907,5.529074860136526,5.344278656235156,0,0,0,0,1,0,164,103,203.35177879745217,137.0343989613624,46.667016049252965,112.21259458698742,6.3697873844241855,8.415877220501116,0,1,6.064813569464739,0,0,0,0,0,0,XXXConfid +5262,67,1,0,2,34.09835946842374,0,3.9005981250810695,3.1029737353496056,1.3163521593549876,8.883737371803216,0,1,0,0,1,0,131,65,221.26613119228315,96.84257827356431,66.88872239613464,335.0435479325505,4.026648846349156,6.515383184731082,0,0,0.3533861272934047,0,0,0,0,0,0,XXXConfid +5263,66,0,1,2,27.10158482367648,0,17.98917129536225,7.323118190880362,8.501715473209385,4.298476037561329,1,0,1,0,0,0,175,72,155.49337405317218,193.59565563006979,55.76747839718452,280.82955288924813,5.854213617928944,6.563982362022468,0,0,7.341183065335257,0,0,0,0,1,0,XXXConfid +5264,84,1,0,1,27.948006142380542,0,0.9093919565518971,3.551892140592301,5.770028311705103,8.702133545668808,1,0,1,0,1,0,178,98,285.8753647555129,172.08641773005684,95.15381039863489,273.79905069707524,3.1551826198605926,7.720831884917647,0,0,8.63314236014445,1,0,0,0,0,0,XXXConfid +5265,78,1,3,2,34.269800259483475,0,18.380625535927052,3.172165657549506,2.4172080945557606,9.374144711145396,0,1,1,0,0,0,178,114,298.8213155651596,100.54652653963169,71.70391022957429,62.25355940961599,29.515656325423386,7.614829121908279,0,0,2.0359358936007474,1,0,0,0,0,0,XXXConfid +5266,71,0,0,0,20.65088542221331,0,7.051122536309629,8.221333076331804,8.121182255164864,6.6284770111762885,0,0,0,0,0,0,159,98,256.21947731393027,177.10109906782748,64.78285319759098,315.273268839507,4.063212131122444,2.5136493176151484,0,1,6.462173054632299,0,1,0,0,0,1,XXXConfid +5267,84,0,2,1,36.30507164646246,1,7.0339702207101755,1.5559329630160446,3.1716846207483105,7.837269077707999,0,0,0,1,0,1,122,77,292.45733235971494,61.17987882894511,39.4342419613137,313.05278629764274,24.453359001205406,2.9652107487045853,0,1,5.558602811175662,1,0,0,0,0,0,XXXConfid +5268,88,1,0,0,18.41068801765176,1,3.4154759342535024,4.3848689494722155,8.386669649792518,4.6325817570817955,1,0,0,0,0,0,156,73,153.04869786015706,187.5263926553751,62.84231149736023,280.0398957045892,18.85210963639899,0.7780740174788425,0,0,0.4728722103384575,0,0,1,1,0,1,XXXConfid +5269,89,0,0,1,24.020693401441164,1,16.08408547077873,4.0583102153153225,4.366482490237305,5.17896351673173,0,0,0,0,0,0,130,61,228.9251776803954,108.73438930084713,87.22639232272816,57.18468376063458,3.5000955702863825,3.7295937595258977,0,0,5.315525636868456,1,1,0,0,1,0,XXXConfid +5270,63,0,0,0,16.54082603405461,1,3.197655270643669,7.713665728928921,2.4951991851836794,8.802267520239772,0,1,0,0,0,0,160,88,224.2126532900543,120.61864988363321,42.08341965922347,121.9459335330666,28.08929650311617,1.024219495007922,0,0,9.163722180316986,1,0,0,0,0,0,XXXConfid +5271,78,1,3,1,31.939580766513117,0,5.708742494334233,6.586231598564537,8.07094950663851,6.524972479624314,0,0,0,1,0,0,123,94,213.6162656077448,150.61384030320022,72.48534217774878,370.9209949232482,10.905465744524701,8.863077570732766,1,0,1.9828211452400701,0,0,0,0,0,1,XXXConfid +5272,77,1,1,3,30.97653289859587,1,4.257052910336565,2.983499193415456,5.721082603046118,9.757828626726939,0,0,0,1,0,0,100,88,177.5985196225915,86.16100620260747,70.4774076476486,211.80435771571086,22.818236504020135,8.717137072245729,0,1,0.42888247709228833,1,0,0,0,1,1,XXXConfid +5273,89,1,0,2,31.030492221632713,1,3.82093467685348,8.472526978967501,5.167853123131537,6.72589842572617,0,0,0,0,0,0,95,70,235.15967732682455,104.76593974725573,62.019508181816015,130.78747899420495,4.0881227001047895,9.561069722595825,1,0,5.6200069945462605,0,0,0,0,0,0,XXXConfid +5274,88,0,0,2,18.318054835389837,0,14.27459603361667,1.0549795920387506,5.0459039262486804,4.0041733525232885,0,0,0,1,0,0,155,98,172.00666368137564,190.52047759247682,44.70818529404221,213.5044804038357,6.07465025230661,9.533197486697459,0,0,9.465251892865524,0,0,0,0,0,0,XXXConfid +5275,62,0,3,2,34.15032012228898,0,19.791585412509477,1.29305304024257,0.35039161821186715,6.708381513284248,0,0,0,0,0,0,150,92,251.5837582232753,184.30055476712593,95.37084986248995,170.1506739136025,25.003440995121505,3.2106147595387693,0,0,4.587296512987825,0,1,0,0,0,0,XXXConfid +5276,60,1,0,2,32.48259435047236,0,18.829068608515996,4.490351309185124,6.6663953658133135,9.83232239491813,0,0,0,0,0,0,179,63,261.09379776900266,61.256068861872734,45.72088614529635,213.8661359551432,25.929371691455284,2.7424087042926026,1,1,3.2232646160745624,0,0,0,0,0,0,XXXConfid +5277,89,0,0,2,22.32233492399432,0,17.83480753680989,7.6300763304526455,8.798753135970216,7.962467013853606,0,0,1,0,0,0,131,72,289.5714335547823,77.60546206388308,51.17283301978677,283.04835751566486,7.390533358159933,9.168384008554355,0,0,7.986341744083989,1,0,0,0,0,0,XXXConfid +5278,76,1,2,3,22.83919831422125,0,19.198755666764626,2.142998253225569,8.295257641052615,6.205329529121231,0,0,0,0,0,0,108,66,154.65974048831706,189.44093829157814,30.139041561268563,57.73328261123097,17.047939990734136,0.10677117808361336,0,0,9.289822408848073,0,0,0,1,0,0,XXXConfid +5279,89,0,0,0,34.92373286781692,0,10.924171059438839,3.9891904856744898,1.262537581383144,4.8254812676108685,0,0,0,1,1,0,173,111,213.3062647968725,128.6140746143172,80.3793904315917,309.93473034527096,6.005235468225923,4.980056584171257,0,0,5.364999731618858,0,1,0,0,0,0,XXXConfid +5280,75,0,1,0,30.70673082303413,0,5.675321299577929,7.394836000490727,1.7833268183901019,7.160814095325031,0,0,0,0,0,0,95,99,176.21138533265795,66.54640592172656,80.15911751151246,121.82154917096643,13.036926895562383,9.776060414647251,0,0,0.05832852456198245,0,0,0,1,0,0,XXXConfid +5281,85,0,0,2,34.63115693448319,1,11.605140001055654,1.913844537241719,7.407772031826728,9.256233753002427,0,1,0,0,0,0,162,87,195.80038929917086,176.8365689899355,30.368471089634514,94.51260187020067,4.206233388023151,2.921682549633926,0,0,4.916906441714296,0,0,0,0,0,1,XXXConfid +5282,65,0,0,1,28.6389321860782,0,2.223471614988546,1.993665312621724,1.3091086340780123,4.60748373433365,0,0,0,1,0,0,127,91,298.5396848387234,141.45775556154004,70.16278876581282,145.76465360612525,24.48346350422842,5.739646395413965,0,0,7.333945150146822,0,0,0,0,1,0,XXXConfid +5283,66,1,0,2,31.793916361493856,0,18.61281902771608,7.824361675404477,7.693946562280056,9.95496780997384,0,1,0,0,0,0,95,104,165.33721637355697,173.023510220771,49.51738895964667,324.11741989741114,25.847956560198313,6.91540558243894,0,1,3.5148821696782018,0,0,0,0,0,0,XXXConfid +5284,68,0,2,1,15.59844248027632,0,8.562515898467701,5.54878187647814,9.801591138427927,4.412911474878718,0,0,0,0,0,0,152,89,198.19824028601371,109.93451528131533,81.74733058648799,166.83578668104047,17.493064101748296,9.204091902461576,1,0,7.447431910322949,0,0,0,0,0,0,XXXConfid +5285,86,1,1,0,23.101025784555844,0,17.27121875005699,4.441357120049564,4.29712672969292,4.638653902715926,0,0,0,1,0,0,177,88,255.95729999544363,170.8255864655061,41.400127901240154,328.95423277885493,12.166694596897864,6.666332769483189,0,0,4.884242587054326,0,0,1,0,0,0,XXXConfid +5286,65,1,0,2,24.946490750330632,1,17.212654471044676,7.283985599519234,6.509550510181028,6.43027193943853,1,0,1,0,0,0,114,107,208.34808412266148,175.60996780180616,41.426502545001796,194.4451487264044,28.655588500647895,2.6337553304636616,0,0,1.3077525633938158,0,0,1,0,1,0,XXXConfid +5287,78,0,0,2,39.14394924741038,0,14.746297954725527,2.9748299573737667,1.9373309203067235,4.323479071489464,0,0,0,0,0,0,148,112,167.08592641247904,104.98017332041164,86.0055372931987,89.42869938870159,28.33338913459059,7.879021361702899,0,0,0.8972579951346338,0,0,1,1,0,0,XXXConfid +5288,84,1,3,2,37.03658582291186,0,1.6472499702542986,5.26267084036731,3.859935744423729,5.30720354807349,1,0,0,0,0,0,127,100,199.0974134987922,110.44819945551649,55.510487953449385,195.16816422868573,13.320524530740771,4.4467216861822525,1,0,4.883654147833062,0,1,0,0,0,1,XXXConfid +5289,89,1,0,2,37.59561064300612,0,11.020291878210493,6.053361214518062,1.1240135203467594,7.429705326409272,0,0,0,0,0,0,107,96,296.5728403121625,126.16640725367867,56.565002540617364,233.21458962560288,21.896601851997065,8.719722846277062,0,0,7.813282017905364,0,0,1,0,0,0,XXXConfid +5290,84,0,0,2,15.791686077004277,0,7.822646893389525,5.526622810979553,4.376103776529499,4.666568754732024,0,0,0,0,0,0,122,60,220.4244667791673,176.51932344109076,30.94415778840439,364.20647252023304,11.180667175003865,6.235758036529901,0,0,9.018127781476087,1,0,0,1,0,0,XXXConfid +5291,73,0,0,2,19.04169695062712,0,5.0307111218403495,6.00329441095112,8.671520131052139,5.515540872159609,0,0,0,0,0,0,139,99,219.51342407760689,183.36474989117673,58.65097305477978,340.2279793835636,15.3460973444548,1.1523088392975644,0,0,5.041728423700636,1,0,1,0,1,0,XXXConfid +5292,72,0,1,3,24.085468545556758,1,1.4033899009230155,3.6260155744228872,3.3389930828109717,6.705386945570274,0,0,0,0,0,1,95,111,229.44297829718766,111.41428775468182,35.47044632214362,50.40719361978579,20.518647432112882,2.454897673524996,0,0,9.934789879347914,0,0,0,0,1,0,XXXConfid +5293,72,0,0,2,24.33268913104834,0,2.7582368244858846,2.942446375882779,2.2183910400626394,8.140661494388786,0,0,1,0,0,0,155,109,261.7508611204562,103.68133553191825,38.067900615513715,255.27649735691375,19.11145548039946,9.156338235250782,0,0,9.988158570979106,0,0,0,0,1,0,XXXConfid +5294,72,0,1,1,35.502538131831045,0,10.628693851616633,1.2784622060504158,6.750428946099579,5.9926631635870695,0,0,1,0,0,0,148,116,202.23380434289504,106.47699488855747,91.85907357260521,136.28642614591007,24.171469132113014,6.804936609377512,0,1,7.437523465893179,0,1,1,0,0,0,XXXConfid +5295,88,0,0,0,17.92525392678905,1,13.705795771895481,1.4251079388757149,6.0632277975595885,7.661277153766031,0,0,0,0,0,0,157,87,237.15013108814506,84.11879028934783,98.54966736510107,225.79142145344835,15.018751445501241,9.5516377810892,0,0,2.3747185353054165,0,0,0,0,1,0,XXXConfid +5296,75,1,0,1,27.75398290243906,0,15.928488832874336,9.631812896892672,2.4163712262040837,7.550456635752648,0,1,0,0,0,1,157,96,242.70373355869185,122.18627375927323,48.20940020498463,252.10221166272336,22.798806019244022,9.901835000099302,1,0,0.46248791430036906,0,0,0,1,1,1,XXXConfid +5297,66,0,1,2,30.13044530620703,0,12.68736904177237,6.863568853556171,5.041910605266949,4.842706789808173,0,0,0,0,0,0,166,117,250.9662469235833,143.23849440082375,43.40370599476462,137.55252110349267,26.028112327550915,4.351083004082974,0,0,4.926554285909642,0,0,0,0,1,0,XXXConfid +5298,66,1,1,2,37.21149421292094,0,8.358161514841182,3.3059060074153557,6.40263486025694,5.610049980880746,1,0,0,1,0,0,157,93,179.4121841601822,162.6202376255474,69.44589025313263,397.04039226586667,17.145797051975354,7.513743793632342,0,0,9.726473533382764,0,0,0,0,1,0,XXXConfid +5299,73,0,0,0,20.934329016858612,1,10.782334152805685,9.846121693849613,7.706188813388878,6.409515791966033,0,0,0,0,0,0,100,89,249.4513454981767,58.87818511961348,67.11547192544636,379.219472884822,11.487727226777372,5.575550921465919,0,0,9.74521137038905,0,0,0,0,0,0,XXXConfid +5300,68,0,1,2,31.62365461834637,0,0.0020030991362718353,4.63801700416639,6.623467599763739,6.468209957946469,0,0,1,0,0,0,152,71,160.87887374915294,194.54503357067352,42.9821972131279,56.87978820566386,7.78944759301991,9.579038909505838,1,0,5.258633124928457,0,0,0,0,0,0,XXXConfid +5301,76,1,0,3,26.336276051674588,0,14.871869329325742,4.560889684861831,6.875791404946584,5.768224050194088,0,0,0,0,1,0,91,87,203.14331378741178,118.14192855964927,28.986975769027037,279.13539571486893,13.821722245622958,4.281652177071439,0,0,9.675192370461925,0,0,0,0,1,0,XXXConfid +5302,75,0,0,0,32.17007034679207,1,19.484126903419345,2.283416150161257,2.9157469887265144,9.816984018247108,0,0,0,1,0,0,116,110,193.4963018948331,117.5187571919879,89.28513734858635,369.5861574015012,18.375642130967865,5.164969674897649,0,0,5.321709548571655,0,0,1,0,1,0,XXXConfid +5303,65,0,1,1,15.828332772981577,0,6.172108303059911,8.009776148591964,2.3710431437116872,9.330619159396013,0,0,0,1,0,0,101,62,254.67654030750936,98.87720264055238,70.87908285985549,219.80273243259595,23.187809249206442,7.769651205631003,0,0,7.907006001482602,0,0,0,0,1,0,XXXConfid +5304,70,1,1,1,18.23459010508548,1,13.196725042886392,1.3609026934628488,9.481268954873292,8.062691989119894,0,0,0,0,0,0,142,94,223.75468123713455,84.41725121858688,27.24817531650844,244.7352769635225,8.570570157955284,9.800120571239903,0,0,5.068058702590882,0,0,0,0,0,0,XXXConfid +5305,87,0,0,2,38.076026557654714,0,18.388840023990625,6.362301880185362,2.898970526512085,7.813986612332634,1,0,0,0,0,0,115,106,173.5160726695398,181.77089450055948,58.07952370207963,198.0906058764527,28.741477159171193,2.4152755053552113,0,1,1.7936164945646171,0,1,0,0,1,0,XXXConfid +5306,63,1,0,1,25.43354421389484,1,10.67587797671251,2.71941316094358,0.8230759441887747,6.9076612280282585,0,0,0,0,0,0,96,72,283.7835610272582,142.416376910722,54.886632982907386,326.8710187169058,29.553548945009577,6.045204114557413,0,0,4.265540524880459,0,0,0,1,0,0,XXXConfid +5307,71,1,0,2,38.37435679871292,0,5.945256697513603,8.236568334768448,0.009384720116230039,7.194883162406361,1,0,0,1,0,0,160,71,284.41477799075153,111.11747199348616,90.51556925525661,180.69434638278972,24.279769953857,4.937761562680495,0,1,2.2243608520013067,0,0,0,0,1,0,XXXConfid +5308,72,0,0,1,37.625889357067024,0,13.851418499439967,2.7966393988124905,7.24696164812923,5.0165063470288835,0,0,0,0,0,0,152,102,276.3109356138469,162.76297569420134,74.90824603098086,90.63820429378453,14.528854852203446,9.427557713303273,0,1,3.6516816920705466,0,0,0,0,0,1,XXXConfid +5309,67,0,0,3,33.4501453643105,0,2.8164472022059805,6.965264394835398,4.090161487909052,9.486774402068594,1,0,0,1,0,0,133,102,248.73508179277525,77.1970127806687,23.92470036490785,249.44943704708305,19.336423693306433,0.08946642083282996,0,0,4.027866316452994,1,0,0,0,0,1,XXXConfid +5310,66,0,3,0,28.282069524617874,1,16.107328550845786,9.58600134426539,6.988144674409699,8.96222189540143,0,0,0,1,0,0,145,112,298.2473704849464,107.72259099615019,37.99032846236094,276.47575773951326,21.750700365729216,6.7172336253174025,0,0,7.854019609594733,0,0,0,0,0,0,XXXConfid +5311,71,1,0,0,33.367673587082756,0,3.0836143001266603,2.820783603946546,3.3611589863741176,5.564563873673333,0,0,0,0,0,0,124,91,154.39499430019728,140.51217531603578,92.62878823973367,155.22712336328595,25.406921213594497,7.3391935944670355,0,0,5.940063511996473,1,0,0,0,1,0,XXXConfid +5312,74,1,0,2,18.092921915548132,0,13.782532225919004,7.726419370551935,0.6055498942681314,4.32801241208664,0,0,0,0,0,0,155,111,177.8724522649454,137.39080884123723,23.231031098354133,287.0946733568927,11.729263459145736,6.213146480463864,0,0,7.938563126698737,0,0,0,0,0,0,XXXConfid +5313,90,0,0,2,21.643499314426172,0,1.4483037263172394,6.932591457068335,8.16902122530919,8.774775271697024,0,0,0,0,1,0,141,93,272.432492621748,142.03972642222845,58.310577604796634,241.029110155436,20.796738220567853,3.9675979632855727,0,0,4.64996440640452,0,0,0,0,0,1,XXXConfid +5314,73,1,0,0,30.59321746974596,0,0.6240122805262227,6.342169283026367,8.04670106274964,9.10162116692321,0,0,1,0,0,0,175,72,198.67076500541657,65.77358382812483,68.61164820109154,97.17247862965368,10.056645950495684,7.497195016128762,0,0,1.3826541013267402,0,0,0,0,0,0,XXXConfid +5315,72,0,2,2,32.27685048327585,0,2.704373605253112,7.470750770927786,4.374623405566159,4.8374298214751486,0,1,1,0,0,0,98,109,167.17375857009512,174.43873030214945,61.58785967520159,166.4009395763515,2.1659925828110116,5.97976875567003,0,0,4.547585739394294,0,0,1,0,1,0,XXXConfid +5316,77,1,1,2,28.743950473231212,1,8.175272069884482,3.4221543430722043,0.07958851049527205,5.804301983678859,1,0,0,0,0,0,145,70,188.06663243744836,155.07842574861377,82.00380593446891,67.58734770656864,7.9401918070014466,6.221850425352072,0,0,2.5992111602976897,0,0,0,0,0,0,XXXConfid +5317,84,1,2,0,29.878653020182387,0,18.74806697785919,3.8903609981543017,6.191843160681522,8.12891777622536,0,1,0,0,1,0,101,101,231.90809223787568,110.07737047947096,80.75870864395496,215.98175875495,10.716344397244725,9.81172368308475,1,0,7.397358435874263,0,0,0,0,0,0,XXXConfid +5318,60,0,2,3,29.138579212560025,0,14.798546830173763,1.632034199355653,1.0825798944993226,8.868287562258244,0,0,0,1,0,0,154,70,168.50249912244132,102.40683914798717,34.94250188943116,74.15107293557426,27.644161035923403,1.5459311109048701,1,0,3.66091231574343,1,0,0,0,0,0,XXXConfid +5319,61,0,0,1,28.163856330667144,0,19.40776417753174,2.025041763683406,8.900272640032163,6.505724574785847,1,0,0,0,0,1,160,104,193.85121807869314,126.47829452096079,82.51991803703501,349.5658665427625,0.340244812578292,8.546096144345661,0,0,6.622717545605098,0,0,1,0,1,0,XXXConfid +5320,78,1,0,3,17.769492535980987,1,16.026554342276498,4.4916812706227365,2.9761728763849082,9.521426884504944,0,1,0,0,0,0,143,67,162.14829525713245,166.36262357691803,37.58845123653459,113.8607661543334,15.228558566459023,8.205144863896331,1,0,9.453333739201156,1,0,0,0,1,0,XXXConfid +5321,67,0,3,1,31.82695332320297,1,18.363964692968434,6.725278481492297,6.511931799751746,5.6031351161602565,1,0,1,0,1,0,96,88,175.06530012688853,102.13060264293136,22.764235012462485,119.88793734719133,4.579589107896647,1.621487548879058,0,0,3.8772625360906976,0,0,0,0,1,1,XXXConfid +5322,78,1,0,0,23.796450320664015,0,13.414594481843253,2.5475167103205196,3.983776828891302,9.228180522778146,0,0,0,0,0,0,178,99,285.01511038484455,78.80592383377612,43.71462419900585,211.80620230292672,18.0643515703906,6.914246320577549,0,0,3.589955771151192,0,0,0,0,0,0,XXXConfid +5323,62,0,0,1,24.60781008835424,0,9.616486836439613,9.365491833882738,1.1862408760689636,4.980155595703891,1,0,0,1,0,0,91,89,202.28910705493809,99.360827834399,26.920988660336562,172.5304399004179,27.157869612949522,2.808937213149748,1,0,5.480380857519046,0,0,0,0,1,0,XXXConfid +5324,69,1,0,2,20.543093421794126,0,10.028842647412063,8.722775923260413,9.709278622412153,8.995910978749448,0,0,0,0,0,0,101,71,213.0928451964142,165.95473811325851,33.80606528966447,380.411221514968,29.23040063591954,7.668544128694719,0,1,3.149512292032571,0,0,0,0,0,0,XXXConfid +5325,68,0,1,0,25.349937448375165,1,4.890839380429846,6.238313032667172,7.664498435349097,4.945223638841819,1,1,0,1,0,0,169,111,299.99335247432657,64.18212927971064,51.41063712588313,164.7631479193484,28.395123432455605,2.055129294255159,1,0,5.268328713521652,1,1,0,0,0,0,XXXConfid +5326,70,0,0,2,30.26986465432471,0,1.2599560921289332,2.4903053597885827,5.259219792717924,8.74574403359721,1,0,0,0,0,0,174,110,288.28858990240974,165.44931608118236,42.26359701131663,101.09913817296487,20.489855149369745,3.821272442181888,0,0,1.159346555954861,0,0,0,1,0,1,XXXConfid +5327,84,0,1,2,33.74497451635651,1,6.071953916661563,0.13355914767612553,3.9734494208704008,9.831192125791556,0,0,0,0,0,0,154,112,180.73324368479797,123.65176587697275,79.06449726119675,117.39129204840137,3.300698988589602,0.5633924563318848,0,0,4.128294463208943,1,0,0,0,0,1,XXXConfid +5328,67,1,0,1,29.153867295231905,0,0.16706662073424194,9.847049332426977,9.884981215864178,9.834224512859862,0,0,0,0,0,0,179,65,187.05899496517685,64.74739024929764,50.43095662379517,377.55076672609135,17.798343557231007,9.908790290499386,0,0,6.0429553823424085,0,0,0,0,0,0,XXXConfid +5329,70,0,0,1,36.159578191450066,0,12.84625591009837,8.483159976944174,1.190442243325226,4.5776494828640875,0,0,1,0,0,0,174,82,197.93068765916152,177.86611711134543,58.33349027854218,329.7732269857432,1.9373749740614776,0.8210000797049855,0,0,4.393757110053931,0,1,1,0,0,1,XXXConfid +5330,88,0,2,1,28.033997324646805,0,13.04771722323471,5.940148185589079,4.633675129376705,4.913971801831256,0,0,0,0,0,1,134,105,178.00908015867856,108.47844233966502,60.95282743767832,191.95352962595143,7.619759120116537,3.0715540316553414,0,0,3.584722687235684,0,0,1,0,0,1,XXXConfid +5331,61,0,0,2,37.00540371706157,0,14.742240536811675,7.755680444969303,6.109043348006551,5.250913982720672,0,0,0,1,0,0,125,61,263.76654343708555,114.48140845739992,63.20290550831585,121.296586316598,4.397441429725801,3.6735085958700333,0,0,3.9517600485427886,1,0,0,0,0,1,XXXConfid +5332,79,0,0,1,18.758686698172625,0,13.306974337700472,9.117282838186458,7.2004361512026875,6.94291610042023,1,0,0,0,0,0,118,117,191.51222419379243,121.7973977399892,75.63098751700963,273.0734684683484,15.408736990293107,0.14445151172574278,0,0,7.709012603839556,1,0,0,1,0,0,XXXConfid +5333,72,0,0,1,28.249553811493207,0,17.20062486722988,7.447008889859871,3.424856248334155,6.095187343875059,0,0,0,0,0,0,148,94,236.63153474441236,164.19168657088233,98.00356293895899,294.02878520423326,5.096832175013461,5.643766025392717,1,1,4.0306440817790525,1,0,0,0,0,1,XXXConfid +5334,87,0,0,2,36.213493306819956,0,4.688253108590084,5.360319155199885,4.9590761944335915,9.390826130946092,1,0,0,0,0,0,157,87,271.21752988614656,159.6155899306081,80.10068392143395,237.94615881215137,6.967891365270683,3.3298672702886876,0,0,9.788963479177164,0,0,0,0,0,0,XXXConfid +5335,90,1,1,1,19.13254347938066,0,3.09534848960056,3.028467461876491,0.8116301162852069,7.464479587223202,0,0,0,1,0,0,161,71,208.42632875066246,198.19285316594625,86.88645873834429,261.5150991815916,10.27693803226677,2.0816597170367945,0,0,3.3758175060517956,0,1,0,0,0,1,XXXConfid +5336,69,1,0,1,33.68977159945215,1,6.7766361350549005,3.3009563901952985,3.7755011064693154,6.978128016125959,0,0,0,0,0,0,149,80,231.6917176992513,169.99551798515103,58.58483665959725,77.26569932565738,2.313023074742795,2.9520196027747936,0,0,9.017739554351635,0,0,1,0,1,0,XXXConfid +5337,72,1,0,2,19.11285899970452,1,5.332921609655705,1.790001818480561,3.1461765907959602,9.946001621613117,1,0,0,0,0,1,125,112,179.39616237069336,198.5136551589611,76.49795558461506,256.7682216062605,6.0003249420721545,4.735804230675397,0,0,8.615250778821123,1,0,0,0,0,0,XXXConfid +5338,63,1,0,2,26.56538815991267,0,12.547105193541094,2.99169606865639,3.947474749401232,7.41926318828285,1,0,0,0,0,1,136,84,274.8857556179687,63.27426199512428,97.59212254492412,51.9793907036936,9.277574975284326,0.8637913631725613,0,0,2.3506746430348304,0,0,0,0,1,1,XXXConfid +5339,68,1,1,2,26.870368172138342,0,11.032828861132069,3.1883607201917883,5.93660195986997,4.081171900728666,0,1,0,0,0,1,133,68,192.4215775882198,61.913251853551905,79.8948449791155,91.68382576002712,4.118180295517785,0.8120920235766271,0,0,1.4720522789112012,0,0,0,0,1,1,XXXConfid +5340,72,0,2,0,18.518509096235746,0,17.676561200634854,7.295458128366091,5.25348079377485,6.720085870065448,0,0,1,0,0,0,146,99,202.38412009304608,76.23665164933232,70.30923844256179,77.04631136116667,1.59656663353134,0.6238678153392885,0,0,9.461573668774193,0,0,0,0,0,0,XXXConfid +5341,71,0,0,1,21.245158800623404,0,10.662947133327652,1.3272552899716772,4.3972756534635575,9.403381686476969,1,0,0,0,0,0,93,103,207.11731571981682,96.93366728668741,89.00175282675208,167.06405103882162,17.953653763074175,8.454109127564385,0,0,5.874475850663407,1,1,0,0,0,0,XXXConfid +5342,60,1,1,0,16.273563812851027,0,3.6225955812028166,2.2989196032405257,1.4212719400973939,6.490109980212963,1,0,0,0,0,0,124,86,279.1245042993151,195.37569140782398,61.42778260386485,67.03581029155494,5.115888813999483,0.09039688653812883,1,0,0.48765081531321863,0,1,0,1,0,1,XXXConfid +5343,84,1,1,1,19.140117312168766,0,13.04786502847298,8.704873617038912,1.4848542238789975,7.2026666456968815,1,0,0,0,0,0,109,107,165.51187337627715,51.89955349235312,43.185918209136965,278.62016438328885,25.334009125605917,2.1984524162293138,0,0,9.906568626725015,0,0,0,0,1,0,XXXConfid +5344,76,1,0,2,38.76859018572604,1,9.013918967871303,8.296793726847598,7.8925954300876775,5.928934011645101,0,0,1,0,0,1,118,81,155.8508116009573,115.25938603058988,32.70844528988714,152.09283185751116,25.410147659132257,8.626983972791074,0,0,9.413984463665939,0,0,0,0,1,0,XXXConfid +5345,85,0,3,1,23.69813666215903,0,9.408679221652537,0.06815547175433756,0.47877198954706546,7.43616794207646,0,0,0,0,0,0,105,95,224.58307840767134,136.97395913836039,22.804461142892436,62.153589836847075,28.182083662590582,5.329400226094965,0,0,1.0475107134447514,0,0,1,0,1,0,XXXConfid +5346,65,1,0,2,32.18171750697033,0,10.854145396873387,2.0475155348052287,0.20341486151715826,8.05276037899539,0,1,0,1,0,0,159,86,224.78265934725158,57.72434427240151,29.130505984096633,159.97151307545104,6.587895222451756,6.690266873610752,0,0,8.672402820660025,0,1,0,0,0,0,XXXConfid +5347,61,0,0,0,39.389870703712035,0,0.8864068494367228,0.7343968108604637,3.9574397288296206,4.919732614559857,1,0,1,0,0,0,108,78,180.1854046971993,170.7413096502024,75.1404938845109,346.77185705242414,8.174681341451647,2.386266654407865,0,0,4.390405811467345,0,1,0,0,0,1,XXXConfid +5348,66,1,0,2,17.237499094501896,0,0.9101192521727453,2.1834907356701327,2.1395603681661326,9.329286132734987,0,0,1,0,0,0,120,78,247.58024534351355,64.32934579342125,35.71853244161349,90.72919453434892,5.899022633536301,6.137925810697681,1,0,3.6606581756725918,0,0,0,0,0,1,XXXConfid +5349,90,0,0,1,15.083201432028957,0,10.922651703318277,2.5511320432348605,3.970068290168914,9.793449951566942,0,0,1,1,0,0,143,106,246.17643002124188,191.51426062746035,52.49524680704375,177.71819156505524,3.543469681547661,1.0865137064400954,0,0,0.24837750349998355,0,0,0,0,0,1,XXXConfid +5350,79,0,0,1,31.261029019869554,0,10.804724035841089,0.6945991264649898,2.6914510190955845,7.097458901109953,0,0,0,0,0,1,138,64,175.7582396499941,50.48066969372662,21.704602976596632,250.74183922796414,11.782152024695883,8.917266405064959,0,0,6.651153587313319,0,0,0,0,1,0,XXXConfid +5351,73,0,0,1,31.277427822876646,1,10.545065212933109,5.205133055887712,9.628501184470785,5.435717945373916,0,0,0,0,0,0,113,91,188.82200271586896,175.98347744442566,78.4427822958676,278.66176804971167,0.5203830594054482,1.3523554651043712,1,0,2.7845965831544826,0,0,0,0,0,1,XXXConfid +5352,73,1,1,2,27.860726812958124,0,2.0715721209632343,2.9412209521484223,0.1329206214370493,8.661208850326737,0,0,0,1,0,0,128,69,197.76795862841152,163.82146998783475,93.4326700420213,179.88232562333994,3.65919231220576,7.575550419312378,0,0,3.3717639370412025,1,0,0,0,0,0,XXXConfid +5353,70,1,3,2,37.01616791386846,0,14.536111226242486,3.802190139903716,9.578994226530623,7.428924602214166,0,0,0,0,0,0,172,85,250.50900449151476,128.05937540394456,82.04807670383482,218.9400455793469,12.692661837400262,0.5979164514893676,0,0,1.1680680108292674,0,0,0,0,0,1,XXXConfid +5354,70,1,1,2,26.534459673916484,0,4.396500794305325,3.9719466718360863,7.102001130937285,9.793669204172645,0,0,0,0,0,0,141,79,269.8986058910864,114.65630912249848,32.87768561452851,381.4306746314083,21.29028704493123,5.288551968828542,0,0,7.765838067755947,0,1,0,0,0,0,XXXConfid +5355,60,1,0,2,19.08194225090825,0,18.31949712509945,7.618110595340165,5.457844999396904,6.15556966237125,0,0,0,0,0,0,159,112,207.1330691883804,103.44271647554098,58.796120039121405,227.9329472639089,21.1971775464766,8.665682626310222,0,0,6.5195697727764745,0,0,0,0,1,0,XXXConfid +5356,68,0,0,1,34.064186774265224,1,0.25000440922026357,1.5850867770893562,3.5193225233107386,6.607805316563267,0,0,0,0,1,0,157,113,161.61238733570804,135.2603804546631,28.486208086381186,132.40228093879597,27.010072542078973,5.31456567841487,1,1,5.232520630055521,0,0,0,0,1,0,XXXConfid +5357,73,1,0,0,28.18746519383112,0,9.16384314253907,3.663993976870316,5.946964724613119,4.114202658980096,0,0,0,1,0,0,105,77,222.0810317551789,81.40226553007446,30.091304370259948,168.9164824024354,10.568237378262724,8.166745597272943,0,0,6.683499704232231,0,0,0,0,1,0,XXXConfid +5358,71,1,0,0,26.472989356632965,0,9.17238605121059,1.5875672518293737,3.5752194973434537,5.12669609927299,1,0,0,0,0,0,136,82,240.9392799654836,66.24789914909515,60.03917770086554,393.1033515430447,8.953287601354814,1.857645809815307,0,0,1.3854509020241346,0,0,0,0,1,1,XXXConfid +5359,67,0,0,1,39.75373948899124,0,6.157564607249341,4.818369761589528,2.594078278923603,5.341225932868805,0,0,0,0,0,0,112,102,263.1727917171374,78.15975744512251,32.062496813595295,380.2112526973546,3.086731053544084,6.5411104001543,1,1,8.795242281175984,1,0,0,1,0,1,XXXConfid +5360,76,0,0,2,18.53013172796615,0,9.621768575393443,1.7537892223459106,6.9386166949344465,7.353780260348545,0,1,0,0,1,0,137,98,202.94733237688916,88.37596536671208,82.94237512462996,393.6945987877234,1.9299106702145485,5.480983681103501,0,0,3.219415483975945,0,0,0,1,1,0,XXXConfid +5361,73,1,2,0,26.256832339823312,0,7.421229276440398,1.3175982632304672,9.011162156105804,8.696689146986113,0,0,0,0,0,0,102,117,246.4010117531009,98.51603495796522,90.63003364253903,315.7560283482139,21.928356352358566,7.38493466537011,0,0,4.134161175691532,0,0,1,0,0,0,XXXConfid +5362,65,0,0,1,20.794336567312357,1,13.362476113318454,5.798950026614246,1.7668421662066702,4.473548397766005,0,0,0,0,0,0,143,96,237.29853540678397,57.56173636160024,48.382571501753546,187.14486376061586,11.4026551592302,7.02317675951916,0,1,4.851017908278006,0,0,0,0,1,1,XXXConfid +5363,76,1,0,0,19.10040794407703,1,19.03091930514742,7.354986916975397,4.6085457185681395,4.730784068380609,0,0,1,1,0,0,136,89,295.4760844805008,105.01314468698158,34.66618633882349,396.4933829484588,7.9962818990084354,1.2915913777209087,0,1,4.025375820480638,0,0,1,0,0,1,XXXConfid +5364,61,1,1,0,29.270539720654966,0,14.782027759197707,7.315484244127758,2.976618872327678,7.417461067935494,1,1,0,0,0,0,139,99,172.68369370396667,138.067488970794,42.289510035827405,306.5223404651766,4.877793215517069,8.872867242414067,1,0,0.775005300252547,0,1,0,0,0,1,XXXConfid +5365,64,1,3,2,39.354605742215455,1,5.701197013742753,3.1266172801542647,6.168083231262632,6.22068279785636,0,0,0,0,0,0,135,66,214.92637902592358,101.81836659279588,81.33184993155389,108.47706990760281,28.350140418465685,3.0615768123694487,0,0,7.6528507605792315,1,0,0,0,0,0,XXXConfid +5366,85,1,2,2,21.640730768394043,1,4.035042827714528,2.5924653678770007,8.721388654940437,5.574936415376566,0,0,0,1,0,0,148,110,183.73736363878666,100.91306278301994,69.6072558690731,390.7964089704798,12.06254256369743,3.262767171543277,0,0,1.5909316335651713,0,0,0,1,0,1,XXXConfid +5367,82,0,0,3,35.15940492052864,1,13.073816794443154,1.1582514829807689,6.029767010639708,9.57793027477181,1,0,0,0,0,0,148,64,214.83930200123706,158.51128935471374,57.441473073684044,50.77533974588722,8.85640681708379,6.656008031175993,0,0,1.2531568792020142,0,0,0,0,1,0,XXXConfid +5368,67,0,0,2,20.067413054340065,0,15.112762589678294,8.312749104716845,9.088695023892155,5.698420483344132,0,0,0,0,0,0,174,112,197.5766296063319,82.8532203453322,35.61608577308269,222.99262730698317,20.122922993640934,4.644342870050695,0,0,3.1911661748507916,0,0,1,0,0,1,XXXConfid +5369,63,1,2,2,21.004162554221658,0,11.705232787933618,7.618554217669127,9.52396887498071,4.874701497552718,0,1,1,1,0,0,148,106,292.0209949784726,58.151451746509956,94.08783824933712,315.5081746423589,7.115960769596176,0.04498797421899736,1,0,5.244149002638034,0,0,0,0,0,1,XXXConfid +5370,90,0,0,1,21.94525331000741,1,16.273599532637366,4.01916739796102,6.46687164440163,5.00887093549238,0,1,0,0,0,0,91,109,241.6800017097447,115.68908478481086,57.12779892037084,54.769235092683225,15.456346940299362,5.823508376514814,0,0,3.229356580143773,0,0,0,0,0,0,XXXConfid +5371,63,0,1,0,17.4311063259313,1,4.611677904719844,3.2334391814603625,5.359430914095924,7.130945513434793,1,0,1,0,0,0,142,82,194.83373261185167,167.5222148127738,47.895120315449724,330.51774549468973,3.2569064493912947,0.495725340189751,0,0,0.009273646910492594,0,0,0,0,1,1,XXXConfid +5372,84,0,0,1,23.472537248325512,0,15.923144269368493,7.568357885637576,3.3840274201599883,8.079023333621885,1,0,0,1,0,0,168,64,232.09087640218456,102.75542601565544,21.598572620092995,278.9428762985803,9.119424744081044,3.413875597964587,0,0,6.827115613151246,0,1,0,0,0,0,XXXConfid +5373,81,0,3,2,37.500376435233754,1,11.438660263495139,1.458883656673634,5.51179448297121,5.370942360936398,0,0,0,0,0,1,158,67,276.15101679572723,164.20553537872377,84.15744911291395,346.675253541541,18.22932948530181,0.9370286746694434,0,0,1.7679289666033304,0,1,0,0,0,1,XXXConfid +5374,88,0,1,1,16.80667015617741,1,1.833707410309009,0.8013636111160638,2.5981093161528057,5.685567834575544,1,0,0,0,0,0,124,98,245.37910388075488,85.56544369285615,82.26407202219289,187.35461264223815,4.955554387645977,9.620305195297208,0,0,5.992177782360524,1,0,0,0,0,0,XXXConfid +5375,78,0,3,1,21.507827776141145,0,15.624840096675307,2.9842793018493996,2.063693547718607,6.0028021461424155,1,0,0,0,0,0,137,109,161.26465839657294,141.5840977548856,34.35960408819849,88.32075594669342,3.955994156812477,1.1770252491660094,0,0,4.598842385040935,0,0,0,0,0,1,XXXConfid +5376,64,1,1,2,24.950535012520547,0,19.9202169438974,4.3753742742476485,8.941904359404912,9.60513385417207,0,0,0,0,0,0,146,82,275.928297813075,124.29983596361149,50.28757331341373,357.76178335131686,21.54031164022856,4.204610803328315,1,0,6.7920336160345816,0,1,0,0,0,0,XXXConfid +5377,84,1,0,2,19.403096031881063,0,10.764187060980275,5.0669670791179655,9.384022136375597,8.900470441075479,1,0,0,0,0,0,155,73,200.0262571382817,109.51937154067191,50.4909354619998,340.1546534274113,23.062880226658326,8.982682249899964,0,0,6.0400684857584706,1,0,0,0,0,0,XXXConfid +5378,60,1,1,2,35.99250859003972,1,9.14286844953342,5.163251573987315,8.43998284006165,7.650205865925521,0,0,0,0,0,0,120,79,196.25112400008487,95.92821102864497,74.81156212736136,206.13074128162506,27.685561002943903,4.636947330952969,0,1,6.441465768286867,0,0,1,0,0,0,XXXConfid +5379,69,1,0,1,36.11065190784288,0,17.081013521183976,7.108593178507605,1.4502222225880845,8.367690405725156,0,0,0,1,0,1,94,64,227.9216995689498,165.56922037074727,39.936818675198154,344.54861907346964,20.290522636005775,7.4860014111962006,0,0,2.418248096274689,1,1,0,0,1,0,XXXConfid +5380,71,1,0,0,36.77144416049592,0,5.508364103302412,4.9034221856964075,1.9562002991381766,5.602265305080911,0,1,0,0,0,0,132,85,215.11026645804523,109.26780062248878,26.697496214854084,264.75516757187177,20.071313447035156,3.687079408412539,0,0,1.7889463136936112,1,0,1,0,1,1,XXXConfid +5381,70,0,0,3,37.098744102320296,0,1.3602020567941908,9.24298960979783,1.8192842449661728,5.218052157679643,1,0,0,0,0,0,144,93,172.95180328465295,181.531732287969,59.84621856289375,284.2127823506131,8.292136418133746,5.616830426813884,0,1,3.884562244558236,0,0,0,0,1,1,XXXConfid +5382,72,1,0,2,39.24952454869019,0,17.042607914670178,7.848683878629755,2.627348759574837,6.170923024739484,0,0,0,0,1,1,175,65,222.5503512448824,188.8485762350304,81.25017400180653,60.54084439903582,23.292386666059908,8.006498740905965,0,0,5.472488041780137,0,0,0,0,0,0,XXXConfid +5383,65,0,0,0,31.081563156833262,0,19.013497868071784,7.800726386982047,9.0095034307722,7.949520515967018,1,0,1,0,0,0,137,79,274.8855141021952,157.15953438020045,29.92265579435232,77.83257326692261,28.887044382409712,3.6700177848626137,0,0,5.072425263555331,0,0,0,0,1,0,XXXConfid +5384,67,1,0,1,28.063369776284674,0,3.4823162340645597,3.632502196030387,3.734192978697608,7.602244500458816,0,0,0,0,0,0,99,69,221.3737588139808,162.9827840077029,21.735206623026315,315.5826424446075,19.59112938613397,8.785579887732398,0,0,7.646348484018669,0,0,0,0,0,0,XXXConfid +5385,89,0,0,1,37.843813567968624,0,4.3180386987669195,6.099407919068714,3.6733803966728793,9.715803771716274,0,0,0,0,0,0,154,119,269.8206500611667,86.44359956313374,44.15733760195551,266.0622972015831,13.990367163292381,1.3374292319881875,0,1,6.5996534757578775,0,1,0,0,1,1,XXXConfid +5386,61,1,0,1,24.57261794228203,0,0.8859105940441236,4.08282298295985,9.536220469434475,8.82920335261757,1,0,0,0,0,1,145,108,175.34144484764974,154.61741323930437,34.44705574777097,91.81774698059661,19.33259589933323,6.276206790088387,0,0,5.330352256436792,0,0,0,1,0,0,XXXConfid +5387,69,1,1,1,36.62949036313123,0,16.99768781681225,5.134920993574552,9.035070993495356,8.834460802724735,0,0,0,1,0,1,121,79,156.59917575278445,73.03779301067459,99.1801112695593,173.8754496626795,23.97304889814715,2.344932285675234,0,0,0.3461251440768731,0,1,0,0,0,1,XXXConfid +5388,60,0,1,0,22.712569006598113,0,2.373580807150133,1.7801835477933803,2.6579888523385042,6.531839587562999,0,0,0,0,0,0,111,106,151.72151722489514,185.61756033433946,90.59451087697073,362.66040168642274,18.138677395840077,5.933422515634699,0,0,8.623485072790334,0,0,0,0,1,0,XXXConfid +5389,70,0,0,0,39.167851101559464,0,14.76108249512015,6.006941653929529,8.195243821594756,8.89300131649999,0,0,0,0,0,0,154,112,268.2698535005598,113.55000388499327,69.40703457102649,381.33338165685973,22.246201600696423,9.806194327655266,0,0,6.274827613270685,0,0,0,0,0,0,XXXConfid +5390,86,0,0,0,39.19741868136575,0,9.218341302383685,1.4776150852233882,6.044332581048616,9.480324305980865,0,0,0,1,0,0,109,100,227.01235964408815,100.4176203587026,70.38410665672757,287.2942541283444,18.772870730091935,1.658482493998772,0,0,5.205778708029927,0,0,1,0,1,0,XXXConfid +5391,68,1,1,1,34.353946675066275,0,15.739731549780686,0.9785515566137049,2.8243897421569466,7.556486918209959,1,0,1,0,0,0,119,100,225.75457151725595,158.2623841825142,94.13981057434466,265.5385416691724,3.3482018035122687,8.824596839048269,0,0,9.140566516331582,0,0,0,0,1,0,XXXConfid +5392,86,1,0,1,31.683401469315186,0,9.58369599805059,9.528932214547233,8.019542204482285,7.6094896122200755,1,0,0,0,0,0,127,61,271.04250229590696,62.489761834537305,20.57716177694436,212.80562677192697,21.520118370592904,5.7306065396258425,0,0,3.4948637292105977,0,0,0,0,0,0,XXXConfid +5393,66,0,3,1,28.24073790875133,1,12.84963168681042,8.919796285967665,6.800234092264362,7.580615507677516,0,0,0,0,1,0,152,83,234.0423014652713,147.58371579062313,91.08886574169419,310.6273811555845,18.130538376638473,3.8343713409010993,0,0,6.089746464081407,0,0,0,0,0,0,XXXConfid +5394,84,0,1,0,23.440566091014656,1,8.007673011334402,3.320433833232496,9.791653589584755,6.273444129615266,0,0,1,0,0,0,93,112,213.6965813156368,94.37922287643987,42.5419991543453,262.8885702806346,3.9042521067065774,7.602818045296314,0,0,1.70661843333766,0,0,0,0,0,0,XXXConfid +5395,80,1,3,2,25.897063522467214,0,8.56258337849111,5.101015373570816,9.113505409903928,7.899746844578753,0,0,0,1,0,0,149,63,177.16803483111022,192.41236294247875,24.4077618489029,124.7341557987189,9.870412971779869,7.379935569870066,0,0,7.081076998606278,0,0,0,0,1,0,XXXConfid +5396,68,1,0,1,32.39368724149297,0,17.291716106708822,5.082909891118797,5.308163930218304,4.6950770752124775,0,0,0,0,0,0,171,83,232.6361084346633,166.9876975460333,22.574498801109186,292.73715275164136,28.42420720375835,9.429527749323867,0,1,0.8050796919452174,0,0,0,0,1,0,XXXConfid +5397,88,0,1,1,27.315415996004823,1,15.74526841677187,8.762473318548686,7.996690095040221,7.238501023080261,0,0,0,1,0,0,128,61,199.87129493238405,158.66715109976016,90.60589771911879,194.75437106542947,1.0731396563637086,9.282715298090066,0,0,6.970268296080759,1,0,0,0,1,0,XXXConfid +5398,68,0,3,0,35.468697084486365,0,9.01294145439936,1.8673925957968107,9.620482576653258,7.753476551493845,0,0,0,0,0,0,109,107,165.03720502622068,82.81521216277531,99.80943675005632,100.26685277913984,2.2491026951831463,3.2244216094331133,0,0,9.063700485279956,0,0,0,0,0,0,XXXConfid +5399,63,0,0,2,39.05653347412239,0,18.86193304476414,4.360621292141035,1.1263331247994923,6.751384464281985,0,0,0,0,0,0,130,102,229.84637896655624,127.8097633200625,32.0022873350723,230.28741117327485,3.0903842502323817,5.54201965798975,0,0,5.414517534650514,1,0,0,1,0,0,XXXConfid +5400,90,1,0,1,39.555193823743735,0,15.985480235921774,6.461411966818622,5.526055102958324,8.180504917625765,0,0,0,0,0,0,126,74,162.51574522135726,168.93370078556845,96.2118905845209,119.70444029845923,11.763942129874945,0.7376633483130968,0,1,3.7536217574724895,0,1,0,0,1,1,XXXConfid +5401,87,0,3,1,21.631578090964513,0,14.7488213333234,5.445477455615908,0.2247298158982014,8.197225626320945,0,0,0,0,0,0,134,103,197.47443758179756,72.91964315071922,48.92662267766628,257.1424926670645,5.328673520836682,1.1120260546586203,0,0,8.292531525386948,1,0,0,1,0,0,XXXConfid +5402,64,0,2,1,28.59805653622105,1,5.552951430053524,7.014252836618557,8.699079403822322,4.783858559370161,0,0,0,0,1,0,114,79,295.616615876064,94.61395451606832,25.41813496665163,378.05373484293153,13.924037950101336,2.01092339075297,0,0,4.714836747568635,0,1,0,0,0,1,XXXConfid +5403,85,0,0,2,25.754165972390624,0,0.9862529009571275,1.1955670776490535,1.851793209141741,7.566073969695722,0,0,0,1,1,0,118,94,291.0316255820034,157.8646517863188,24.64676222957032,200.46200187602753,26.261174594058183,8.720573344209887,0,1,6.135860292854986,0,1,0,0,1,0,XXXConfid +5404,72,0,1,0,35.169155563388315,1,5.904008851031978,9.271453983888064,1.204807695252862,8.16166219540608,0,0,1,0,0,0,172,72,282.51831497031276,128.95096578808023,39.94272221640564,219.51354114344647,16.0376042821785,1.1810587949093287,0,0,5.55526511515427,1,0,0,1,1,0,XXXConfid +5405,66,0,3,2,16.24528152958919,1,7.35763396828496,3.14489433355424,0.9304837641763519,9.16143638095657,0,0,0,0,0,0,141,87,250.3862194776753,192.949879054982,66.42194743138904,108.96527233225198,26.532129189151604,5.461832142222419,1,0,8.166431494814715,0,0,0,0,0,0,XXXConfid +5406,87,0,1,2,30.183200746090645,0,1.1232175647096065,6.802220204136309,3.3657149729854985,5.185507210869412,1,0,0,0,0,0,126,82,232.0140164693967,180.2215640947504,28.938065842037204,253.74275622769716,19.219315679645835,4.419411447385243,0,1,1.570579861147996,0,0,0,0,0,1,XXXConfid +5407,67,1,0,1,22.947439840345737,1,0.9534914348403034,1.1602962487852397,2.929877836669953,6.776171533830644,0,0,0,0,0,0,159,78,209.62745356097187,162.99408332654613,58.36433204256763,211.99263491999827,8.054002237348705,2.247148531222254,0,0,7.425207074325844,0,0,0,0,1,0,XXXConfid +5408,84,1,0,1,28.60396745017301,0,18.92241320068437,1.5088556195309244,1.0596547167924775,9.157248646122145,0,0,0,0,0,0,143,81,198.74350587370554,71.41036621107841,78.5682340394155,226.0058662127926,1.0624082775908017,2.3352270873274508,0,0,8.480285532578431,0,0,0,0,1,0,XXXConfid +5409,74,1,1,0,20.789193698017154,0,18.172291788972384,0.41623352439125183,8.52939316866385,8.748362014526975,1,0,0,0,0,0,165,99,262.90649940769384,87.60725602633003,76.88155616287008,88.85091117938336,2.719294170998264,9.448989012110422,0,0,2.369254094906552,0,0,0,0,0,0,XXXConfid +5410,65,0,2,0,39.26633573259336,0,5.575182048425131,3.071577436839351,1.8832138818914934,6.461612424917831,0,1,0,0,0,0,159,112,150.80616942563603,174.09455037871837,86.51242051285332,108.93655290374376,8.352830146850524,3.795516412448042,0,0,0.2277458204640026,0,0,0,0,1,1,XXXConfid +5411,80,1,0,1,18.333841082030943,1,13.172679371027009,0.37705757038140497,1.026630181065521,9.847776342454516,0,0,0,0,0,0,149,99,220.44240810432188,126.49536104538696,53.76516781992787,166.19003387368537,9.400138967623533,7.7895477758143485,0,0,7.092204015214349,0,0,0,0,0,0,XXXConfid +5412,65,1,1,1,36.35521143832998,0,4.139366533083983,0.5289139227506501,0.9208905020953995,4.527349533348426,0,0,0,0,0,0,156,109,174.7383789365187,144.12050948022187,44.54832148324109,63.24069122201915,18.89967223338955,2.483059748026084,0,0,9.55470339226412,0,0,1,0,1,0,XXXConfid +5413,61,1,3,2,17.606457629569586,0,4.595970675266954,6.198391897874856,6.993951890539904,6.882653630330605,1,0,0,0,0,0,106,75,173.8733527091456,62.42693269501463,60.664124820524165,265.7081384576624,16.241396035900934,3.0161331321563045,0,0,2.4539996995045508,0,0,0,0,0,1,XXXConfid +5414,63,1,0,1,24.69152304312719,0,15.589328576923556,0.8337818412419518,4.98502622057094,8.153415157393269,0,0,0,0,0,1,133,94,262.6437819661003,55.57214307664831,39.28197396230914,324.85152944843026,26.503284656372287,1.7269927060862744,0,0,8.835623959014537,0,0,0,0,1,0,XXXConfid +5415,69,1,0,2,37.98868230919786,0,5.41293801046425,8.661140757789703,8.263853383711036,7.0441538238361145,0,0,0,0,0,0,163,112,201.9992498508526,178.92854915631395,86.8085870242521,302.30471795183087,20.730271057529855,7.810076633272988,0,1,5.551865842881388,0,0,0,0,0,0,XXXConfid +5416,78,0,0,2,24.473393972751985,1,1.8726470479145418,5.957490109870803,8.42182337984901,8.476227388709114,0,0,1,0,0,0,96,97,176.4534779477303,53.65780545440275,64.46164101896542,99.63643662696026,8.487081588356515,7.236027196505903,0,0,9.621265974513086,0,0,0,0,1,0,XXXConfid +5417,78,1,1,0,29.019778102524043,0,17.216801969717835,4.324288332986374,8.121660186731148,9.134045681941412,0,0,0,0,0,0,155,94,151.16495354206077,195.5046803930321,69.31121648906696,244.28198744662294,21.840504898944623,0.4255098589639128,1,0,0.42113547304864163,0,0,1,0,1,1,XXXConfid +5418,64,0,0,0,32.36213190805218,0,10.299740321407153,7.982987365318439,7.157272969613921,7.528198334538067,0,0,0,0,0,0,165,87,150.09331559406317,69.06775753604876,35.440517741980635,339.04101184498865,6.773325224444848,2.882135296944356,0,0,7.579159759611875,1,0,0,0,0,0,XXXConfid +5419,76,1,0,1,36.897886488502664,0,17.5418123740083,7.878701083956511,6.558316930733106,9.583179059940163,0,1,0,1,1,0,156,92,167.65854418017415,197.32252561260873,25.330286108269338,348.0630457087408,3.376888669025612,6.2170606473393155,0,0,2.562482932690371,0,0,0,0,1,0,XXXConfid +5420,83,0,0,2,20.32109630265384,0,3.5875322536485266,3.519003000184473,7.684550458338196,6.581453518150926,0,1,1,0,0,0,178,98,232.2543680078842,173.43447167239577,57.50290596777891,92.24180287700096,23.224019373618447,8.94087168399573,0,0,5.668189631274668,0,0,0,0,0,0,XXXConfid +5421,71,1,0,1,17.896566393604502,0,7.657429500583046,1.8660100415738068,4.474019300229157,4.813633248683554,0,0,1,1,0,0,138,118,213.39079415592877,199.42047019673112,44.73987337054125,81.20947411818835,1.7117815185790564,5.010455862774142,0,0,3.816265878498788,0,1,0,0,0,0,XXXConfid +5422,75,1,3,2,24.353082997502185,1,15.979701495799628,6.605845419459536,5.476056729165416,6.477747898098197,1,0,0,0,0,0,117,102,249.94719866091538,107.88473249006216,58.91511501617362,229.40414109186207,1.4304164332628688,3.8533811767036195,0,0,0.7187409843010772,0,0,0,0,0,1,XXXConfid +5423,80,1,0,0,38.864805719928114,0,7.059478353389741,9.893396194323634,1.77273110227805,4.9169215481012305,1,0,0,0,0,0,170,92,173.12828803698966,139.50993706017948,60.453103183861536,370.78678367814007,3.104542570511064,6.163950023486954,0,0,9.565025783128325,0,0,1,1,1,0,XXXConfid +5424,77,1,0,1,26.892732141277797,0,7.456866462773409,0.7426568260521882,5.229888685975568,5.241865705657671,1,0,1,1,0,0,157,92,194.02536903022326,108.82844786921254,87.3769407436845,303.1759149849869,11.82195265945175,7.218617481245958,0,0,8.979400769913626,0,0,0,0,0,0,XXXConfid +5425,77,0,1,1,39.24613104109075,1,13.445103302642615,4.158246957421241,0.3619506175746823,7.647346804449397,0,1,0,0,0,0,107,114,208.86629189834179,128.23038979532384,95.9643327966308,128.1113060313508,11.924516966002182,0.10927615674904856,0,0,8.1390708715569,1,0,0,0,0,0,XXXConfid +5426,61,1,1,1,28.26083300995415,1,8.379174385497851,6.226202467972872,6.682308086878809,9.416885596913236,0,0,0,0,0,1,106,113,176.533075750118,134.8047605044485,43.180080560785996,73.96748245361681,9.393154777205101,2.6712089086194704,1,0,0.583063231926868,0,0,1,0,0,1,XXXConfid +5427,88,1,1,3,24.620868052234655,0,19.234389342711612,2.7219315264576993,3.6374215149706037,4.678770167221607,1,0,0,0,0,0,126,101,265.60169356317874,134.33073471084396,41.66254614877285,348.86697876084344,8.601337246340591,9.857108424832568,0,0,6.882213466575574,0,0,0,0,1,0,XXXConfid +5428,78,1,1,0,36.21304912688035,0,2.2980818750012633,7.316525410925767,3.3234496687005075,9.399999224260057,1,0,0,0,0,0,160,71,283.18495435697,131.3092585911649,23.417502931404766,329.5053632108577,3.3921126280051483,3.066010261881671,0,0,7.289430907687492,1,0,1,0,0,0,XXXConfid +5429,60,1,0,2,24.621664888470214,1,1.3899148722219556,5.7391835599023056,9.105148000944379,4.027544642598778,0,0,1,0,1,0,158,87,257.9922202359701,71.2129220831913,61.99704223552467,220.27682590369906,24.558960293349237,4.250467326476478,1,0,0.4345123053189792,0,0,0,1,0,0,XXXConfid +5430,68,1,2,1,22.75313420894944,0,13.24141805014236,7.784493257429616,9.812643386033978,9.799114492166508,1,0,0,0,0,0,108,83,251.2780840997021,74.09942680605913,98.13307964720609,291.30205198981787,16.299103857265486,1.7681468605319606,0,0,3.365375239369702,1,0,0,0,0,1,XXXConfid +5431,76,0,0,0,22.997286470196595,1,7.525496761284847,3.0451392390444787,6.897592573304969,5.834303501190792,0,1,0,1,0,0,159,109,156.53047435811465,99.38746944305191,73.47894872313819,336.7252843781046,29.79569277041834,6.988327965305194,0,0,8.959130139989078,1,0,1,0,0,0,XXXConfid +5432,62,0,0,2,26.429281321665204,0,1.665777100464716,8.595879345545242,1.236304846504357,5.242995036042849,0,0,1,1,0,0,163,94,182.47143836999217,124.65550856957749,97.14731802310541,289.96583488891616,24.380805365047085,6.156631686085002,0,0,3.796215186182007,0,0,0,0,0,0,XXXConfid +5433,62,0,2,1,32.85177693114479,0,1.9974958083473693,8.107130707040117,5.914796695686829,4.385305863354552,0,0,0,0,0,0,177,72,185.3739961356064,173.5406933296038,78.82310620156858,139.610122971135,24.900889663269798,8.555102039848313,0,0,6.8079908164928105,1,0,0,0,0,0,XXXConfid +5434,84,1,0,1,30.28141144427265,0,7.411636007826865,0.37110922389292367,4.0141424442784635,9.165370489436985,1,0,0,0,0,0,158,93,225.36710466186952,64.33097504313663,32.88646683465935,69.65716627634863,18.116500434734288,4.3579263425238,0,0,4.490738842515331,1,0,1,0,0,1,XXXConfid +5435,64,1,0,2,37.844931735684455,0,3.2068941977042065,4.618535052894664,0.7175923431099507,9.251362079039954,1,0,0,0,0,0,128,72,212.55902743349137,119.39581815870936,72.03154947995532,308.00673197998515,8.630100687374716,7.922538772050739,1,0,8.400551156807762,0,0,0,0,1,0,XXXConfid +5436,63,0,0,0,30.57031991252681,0,14.235807601186284,9.80474686411209,1.6156689031862148,5.895122997600874,0,0,1,0,1,0,168,63,174.0204621424047,131.30912113526153,81.35130150653366,76.34647805529542,7.744211530570146,1.4203306559800821,0,0,2.8215078384967285,1,0,0,0,1,1,XXXConfid +5437,65,0,3,0,16.670388482184848,0,0.5976751903015431,5.7670616553845555,5.70138819432691,7.9481462115190835,0,0,0,0,0,0,155,109,255.28846992905187,100.05339506188766,83.12417893662794,288.10395193070417,10.874697240229564,2.481353965003714,1,0,9.859800093611302,0,0,0,0,0,1,XXXConfid +5438,70,0,2,2,33.75019464007863,1,11.266569638440878,3.6845040633124713,4.994759996969496,4.0456977459675825,0,0,0,0,0,0,112,92,266.5694447518643,138.65123509033964,41.90301919887243,246.2843483181438,8.293639724751914,5.826809689918955,0,0,8.570910940677084,0,0,1,0,1,0,XXXConfid +5439,71,1,0,3,28.18403510260215,1,15.706970428230385,6.859987325753818,9.460275734529864,4.96490963188498,0,0,0,0,0,0,122,108,222.9927640254865,157.16281970392998,32.3098028621994,327.3677440698942,19.86680091392063,0.4336829822022603,0,0,7.463632730578611,1,1,0,0,0,0,XXXConfid +5440,62,0,0,1,38.42215818243475,0,2.5063560944109664,5.028042824926566,6.040048346488272,7.357278899569224,1,0,0,0,0,0,126,103,295.23387815455135,94.61928329953744,25.662206618755754,335.5210923939548,1.5122541237578802,0.013210891306112416,0,1,8.950317884806235,0,0,0,0,1,1,XXXConfid +5441,75,1,0,1,16.549106337113443,0,9.935653169349706,3.040799864377368,4.562029269044735,9.354095538841268,1,0,0,0,0,0,125,115,160.72188309567642,198.23681626193297,62.001561571058765,297.8538238550241,28.264100341354517,1.396571193064673,0,0,7.340807554432621,0,0,0,1,0,0,XXXConfid +5442,67,0,0,1,23.914475311089237,0,1.050820210007637,5.7237578598599885,1.5254750032803277,7.596908125922166,0,0,0,0,0,0,171,93,171.9836166240084,92.38954111868911,71.28177186160055,397.50377571958546,24.061540012429578,9.166969491402902,1,0,1.8653781914019552,0,0,0,0,0,0,XXXConfid +5443,78,0,3,3,27.671508152216724,1,4.7010389737428415,5.8710604191276605,4.01019972449574,5.2894497640579825,0,0,0,1,0,0,132,66,271.49166680621386,189.17494203282573,53.86645101696497,263.79517130077966,13.570432693924362,1.1481493335784965,1,0,7.226400396307751,0,1,0,0,0,1,XXXConfid +5444,62,0,3,2,38.49125749752178,0,2.6381819240573545,1.4527030411639863,6.4689861349554985,8.256949997214502,1,0,0,0,1,0,176,98,268.15397422552667,194.88429717692475,75.71597230389888,379.50268703770655,8.026902681311684,6.425158199153726,0,0,9.604424096850451,1,0,0,0,1,0,XXXConfid +5445,61,0,1,0,26.32160604217202,1,17.032699164692286,5.378094534922772,7.950242357411005,6.712886021849007,0,0,0,0,0,0,118,116,297.51161874501474,105.68840062810213,76.6676413978166,369.12544561938523,12.190165692810249,0.7591090052303862,0,0,4.721067449320171,0,0,0,0,0,1,XXXConfid +5446,90,1,2,2,32.9716841300903,0,17.662549629123692,0.07604637621116628,6.636221498302236,5.810700352595247,0,0,0,0,0,0,163,103,235.44902651233747,60.71275117584509,78.08426817479813,177.28417486994957,4.7648545564552,7.140731526453815,1,0,2.557549107378513,0,1,0,0,0,1,XXXConfid +5447,64,1,3,0,34.80093414294668,1,3.315612527270886,3.8227943549716956,9.721896189129899,8.680479391602383,1,0,0,1,0,0,127,87,294.639358315235,113.97503340281983,32.67969567324532,274.8718236819653,3.903172280863089,8.679663390415763,0,0,6.135119752458884,0,0,0,0,0,0,XXXConfid +5448,68,0,1,2,36.95528644325947,1,9.740542504802963,6.056309075618368,8.089298676343683,4.270869466063007,0,0,0,0,0,0,146,85,238.02864744693497,58.73312749882307,31.95079464936449,250.99500172729532,28.812950395868405,8.794687915335533,0,0,9.861125422628845,0,0,0,0,1,0,XXXConfid +5449,74,1,0,1,27.043863307249737,0,0.018737728002378162,4.636838844773159,7.907215746662653,6.853953573460348,0,0,0,0,0,0,92,113,229.4883725320185,66.69071315180798,96.33775630762005,290.91262685312097,3.5216964606243675,6.2597024232457,0,0,7.727447961180105,0,0,1,0,1,0,XXXConfid +5450,76,1,0,1,25.786356328889923,0,8.361981365360233,6.375726500473874,6.707960994327426,5.914846214864856,1,0,0,0,0,0,138,70,230.33055346943326,118.95004955147303,47.977977672934024,234.888082220601,23.234738445701236,6.311200802320328,0,0,1.1531659008486417,0,0,0,0,0,0,XXXConfid +5451,68,1,0,3,30.451764761086217,0,4.407420605051375,7.7757586265029675,9.971204135390327,6.72924362604626,0,0,1,1,0,0,97,89,245.76871547262664,99.51568221204603,53.40350766859266,148.23549654051425,5.571905032844646,0.45417976345268896,1,0,9.357797355920717,0,0,0,0,0,1,XXXConfid +5452,89,1,0,2,35.62810389849413,0,2.0617727446634038,6.351615316516396,9.855714745153234,7.896565343281841,0,0,0,0,0,0,123,72,150.28701409601246,163.42498608066958,58.714097703184976,362.6785550565328,17.692156647894727,4.099217376276703,0,0,2.2672122349013426,0,0,0,0,0,1,XXXConfid +5453,62,1,0,0,26.331549828032333,1,18.23554319273985,8.106837335157191,7.3378083845263475,9.11639258901301,0,1,0,0,1,1,164,76,165.64372512122384,142.56054452958972,35.50984285490732,98.96544701960144,26.46862825219084,0.24059536456257358,0,0,1.8905914769390153,1,1,0,0,1,0,XXXConfid +5454,76,1,0,2,17.811506369159947,0,8.435057972581806,5.6329956441096884,4.604706888232291,8.910986216877815,0,0,0,0,0,0,177,104,202.86463160333446,131.10571710916588,60.365624871308384,372.35321484314693,19.87786449772557,9.927945260027665,1,0,0.7954801474417794,0,0,0,0,0,1,XXXConfid +5455,90,0,2,2,21.993101083786772,0,10.76141763848263,6.242563507005778,5.063303887170041,7.25986839138844,1,0,0,0,0,0,160,83,215.3211821086261,122.47805646239254,73.24972339382893,185.96684828798792,27.823852801703957,6.100564050414653,0,0,2.7069064018906053,0,0,1,1,0,0,XXXConfid +5456,60,0,0,0,32.43584785747663,0,5.900340631582244,8.1914094442836,9.341730246534995,5.408548179589625,0,0,0,0,0,0,158,79,197.6010564279084,165.44460287593537,47.17009523644344,313.24480305576225,19.473588586096717,5.954001374103301,1,0,7.541861746122035,1,0,0,0,1,0,XXXConfid +5457,82,0,0,3,32.74449622690297,0,0.6505837068464992,4.837964451767291,8.290195696376037,6.7552384494588065,0,0,0,0,0,0,149,80,236.58264059966638,186.60948907168887,62.377184503696775,51.47292410688606,1.0797059368201078,8.986988059268189,0,0,8.687469099414747,0,0,0,0,0,0,XXXConfid +5458,80,0,0,2,21.30215092389175,0,2.3636537613782194,1.9945343908119828,9.382042906788797,4.447425994595156,0,0,1,0,0,1,109,79,211.9522224886664,72.2615603286672,73.63672433474274,121.98131571842201,28.01870206825728,0.15763941108426383,1,0,3.7797200201954917,0,0,1,0,0,0,XXXConfid +5459,65,1,1,2,26.31393783340132,0,8.05914253477262,8.623143650297788,4.02741950350614,6.73435594350069,0,0,0,0,0,1,151,73,197.7309574137475,173.16787249905036,91.57327159212866,370.68297274728917,3.765232405665474,7.4046311357975325,0,0,9.124759580981394,0,0,1,0,0,0,XXXConfid +5460,62,0,1,1,28.20441801791292,0,10.645084469838611,6.876926119827312,3.9563551659824556,9.300056810211558,1,0,0,0,0,0,114,60,293.4534356969191,142.68350264485272,58.78474981880736,117.95004995239478,26.83709643451538,3.1225540111008963,1,0,4.801801756825597,1,0,0,0,1,0,XXXConfid +5461,81,0,1,2,36.97086996934732,0,10.962042030255414,3.5560759032282796,9.822954316527813,8.099904522429924,0,0,0,1,0,0,141,103,192.95242725800958,183.4910380405593,47.0974022380609,227.71174328339268,29.11881710154028,3.242755128584559,0,1,6.484364987627565,0,0,0,0,1,0,XXXConfid +5462,60,0,0,0,20.352157611043456,0,16.789335345341335,3.37678562803019,1.7367644432230367,7.6335714821157525,0,0,0,1,0,0,123,77,191.21565694949018,108.13445917695553,62.64879102428196,232.687492859554,21.986095169407562,4.4966839590615395,0,0,6.747443475510168,0,0,1,0,1,0,XXXConfid +5463,67,1,3,2,19.639042372290014,0,4.103411553428193,0.23341322421685073,0.36195683032528514,7.777391940247598,1,0,0,0,0,1,94,116,181.75758885736101,99.53507711894765,72.34640228304461,121.94148140253539,17.558363419727904,9.71899860539516,0,0,5.652948122355229,1,0,0,0,0,0,XXXConfid +5464,60,0,1,0,36.891899426043,0,12.420704404260158,5.73811036322385,8.970336192277408,4.126466841360461,0,0,0,0,0,0,131,78,225.16771998937304,183.3430258551226,93.71785255771974,60.17352924103977,29.17135815204215,1.9654867309920343,0,0,3.3539806800452485,0,0,1,0,0,0,XXXConfid +5465,86,0,1,1,23.4357359321426,1,10.947802739977481,7.032818720333626,5.3982230423818685,7.067341027182038,0,0,0,0,1,0,172,98,295.69502644745637,183.18929201126392,51.37777404633195,68.96714276841905,16.856673617053115,4.6034999720836955,1,1,4.560955123142304,0,0,1,1,0,1,XXXConfid +5466,81,1,0,1,34.0923066630855,0,1.3800556570447053,3.017392651007027,6.763457648048159,9.430694326264476,1,0,1,0,0,1,139,61,223.98044715464425,86.91174787414295,75.13527980863684,136.82124940396096,4.897862635079745,1.7190801888144258,1,0,5.602816672873362,0,0,0,0,1,1,XXXConfid +5467,70,1,0,1,38.58518146672395,0,14.410953553264385,3.0332363747323376,1.0697932379722308,4.389160424013199,0,0,0,0,0,0,92,61,229.09940526924197,176.4915975957925,69.25929014607055,350.59377791315075,5.667699462441716,7.5543244556456255,0,0,7.467358091693193,0,0,0,0,1,0,XXXConfid +5468,85,1,0,0,28.932424025659934,0,12.879462672109497,3.336305393378687,7.460892710412526,4.087075575785558,0,0,0,0,0,0,174,113,259.69480673534224,119.33796871544595,78.97225973820186,262.07348424379427,24.30473946936515,8.645073295483112,1,0,6.389377732066656,1,1,0,0,0,0,XXXConfid +5469,84,1,2,0,33.8170080681649,0,0.4886490159588486,4.720411430365719,2.0040431600749664,9.742267392478615,0,0,0,0,0,1,139,111,255.7621593651454,175.32346946780643,81.20485693243951,264.4681312555418,20.625684539225905,3.4203437922925795,0,1,9.17955841041201,1,1,0,0,0,1,XXXConfid +5470,84,1,0,1,35.655671289523994,0,16.00688659066555,8.33764229161135,3.530223438758009,7.429367787325864,0,0,0,0,0,0,171,108,155.89909076092917,134.65288126519675,94.3965867337903,347.67489642730914,13.3612372375376,4.536046708085447,0,0,9.098128280781985,0,0,0,0,1,0,XXXConfid +5471,75,0,0,0,39.30412315060677,0,1.3243060493808922,3.2865493654571387,4.80560099898728,4.025683731802356,0,0,0,0,0,0,158,72,233.1722788540531,177.85625519965186,64.8638042467962,58.23330858464597,8.911762541303672,1.5156422921043178,1,0,8.573828984074883,0,0,0,0,0,1,XXXConfid +5472,67,1,0,2,20.3617753764162,1,10.666023109764156,9.05767281783992,7.456166043716879,5.765759896496101,0,0,0,0,1,0,114,79,242.73628101764595,171.45214788140663,65.1233662014786,257.43891155230256,5.027985751952104,6.078241649307056,1,0,7.644393529348346,0,1,0,1,0,0,XXXConfid +5473,90,0,2,2,24.444090523586198,0,4.273842017888569,6.32603588776821,3.6941401544580432,7.152720966313055,0,1,0,1,0,0,95,87,191.67329882137395,125.65475730824943,97.25349086940875,180.02616294684145,21.470013071261842,4.588892130353916,1,1,6.847663441785946,1,0,0,0,0,1,XXXConfid +5474,66,1,0,1,24.706250080814115,0,18.498399472624737,6.398412991862569,9.794084141382363,7.842402374780072,0,0,0,0,0,0,172,85,185.97069312939908,155.0701634116997,86.69102248826908,225.41486500792269,25.71487706531397,8.106720482596991,0,0,0.7825621308925945,0,0,0,0,0,0,XXXConfid +5475,73,1,0,1,15.738828394733194,0,9.0221845203499,6.430375388504154,4.982461958391986,9.966227268387062,0,0,0,0,0,0,100,114,251.20798989952013,81.03046123445809,75.78443017450326,355.50478560217243,2.264790782679013,9.369573631623837,0,0,6.517006825836146,1,0,0,0,0,0,XXXConfid +5476,83,1,2,2,27.415037765042907,1,5.2097416328769,3.496460535119695,3.109888694326134,4.9783102122789025,0,0,0,0,0,0,97,65,159.98742359943796,170.30703165925792,44.78660179232818,116.90027884305194,25.434216533512256,6.029833693965962,0,1,1.2659285681193444,1,0,0,0,0,0,XXXConfid +5477,73,0,0,0,35.095895167031465,0,5.330796340785309,6.044197054974891,4.96734761373049,4.030861518075093,0,0,0,0,0,0,132,61,278.8121092788331,167.86632562383616,21.482308831885195,302.7945952378308,24.70798642906124,9.260822180966791,1,0,2.146141635958111,0,0,0,1,0,0,XXXConfid +5478,80,1,0,1,27.97587507832237,0,13.450677615330726,7.770423323208821,0.6895272394798757,9.447786058411769,0,1,0,0,1,1,150,86,246.111987889091,154.14713737002978,94.1385925686545,240.4261365620679,29.573845569941398,3.7543535774391557,0,1,3.3789463465779734,0,1,0,1,0,0,XXXConfid +5479,68,0,1,0,26.51668349170353,1,7.177055628617788,3.9788786494032347,9.273995974136025,4.219314055110669,0,0,0,0,0,0,125,67,249.77268956364503,80.18174870276462,64.643244969503,285.62703465172024,5.51580618624574,9.2946652994485,0,0,1.6933995796960344,0,0,0,0,1,0,XXXConfid +5480,76,1,0,1,24.855343205612023,0,2.2385751830816525,0.0074825923576782305,3.2712515402477638,5.996706799974347,0,0,0,0,0,0,103,78,160.69647104194152,78.1731556543655,65.49314381566725,135.06235205815324,25.51772589552155,1.1175595888026901,1,0,5.794292426049299,0,0,0,0,0,0,XXXConfid +5481,90,1,0,2,15.392563144997954,0,4.139557812038463,6.648838200339744,7.696666183940265,6.600914299594304,0,0,0,0,1,0,167,70,195.0485566771005,137.9865241584442,20.36677074257984,313.26379287040356,1.0294338270830505,6.417242403680042,1,0,7.603081869641609,0,0,0,0,0,0,XXXConfid +5482,64,1,0,1,39.56507525682295,1,7.43296300095359,2.3120303804930398,7.2457996206971975,8.100237917724971,1,0,0,0,0,0,93,104,246.9365184092873,158.5367088982012,55.54671445136769,275.683534946445,2.500384243199939,1.7628445964581785,1,0,4.877846323865499,0,0,0,0,1,1,XXXConfid +5483,89,0,0,1,24.891551147963803,0,16.387465615534065,7.398560742352302,9.202607511840895,6.325369744834048,0,0,0,1,0,0,137,100,160.34718825378116,77.62908385374058,65.38616513443027,399.2397108479853,13.755775786842843,2.602386453883435,0,0,5.526457232301536,0,0,0,0,0,0,XXXConfid +5484,86,1,0,1,36.8377568449433,0,11.439800675866401,4.138221052139165,6.479141771574105,6.035017988065426,0,1,0,0,0,0,93,105,250.04562455376873,161.86613841278583,72.38113420479722,290.99568759228123,22.52186530711765,4.621312118540689,0,0,8.35075818145082,0,0,0,0,1,0,XXXConfid +5485,89,1,1,1,31.391050736500116,0,19.105644160521138,3.5721545617104047,7.051892021106089,5.209891759708794,0,0,0,0,0,0,147,92,204.1399720648112,64.44733575748359,78.89625305256422,52.363812752159845,1.2701898290304947,5.609485666230677,1,0,8.538602526911218,0,0,0,0,0,0,XXXConfid +5486,60,0,1,0,27.560757803784284,0,0.042764979588194585,8.763062814621122,4.581085019360993,4.06585165182841,0,0,1,1,0,0,130,100,284.83460277392646,54.493648172242175,96.51841232249187,315.04069820647544,23.802962764124572,9.330409664399118,0,0,8.015820124244417,1,0,0,0,0,0,XXXConfid +5487,87,1,2,1,32.1135853256703,0,6.291862903753708,9.314859512704606,7.79005036310534,5.499359896738556,0,0,0,0,0,1,172,88,247.00323487482586,113.07544811883326,58.70557873775351,235.17478388292957,0.5305209052132054,2.7289646278100244,0,0,4.512840629341246,0,0,0,0,0,1,XXXConfid +5488,66,1,0,2,39.42003053080823,0,10.152166526065141,6.496641101656877,3.0822251858584204,8.411235522524521,0,0,0,0,0,0,131,116,215.5929881996793,175.9678838448771,78.12550811056514,285.9587499679939,23.474379548493012,4.945924488048417,1,0,4.983284942383914,0,1,0,0,0,1,XXXConfid +5489,65,0,3,1,20.46461901146145,0,17.89536757374378,6.746755604527311,6.161499264469763,4.415740416356327,1,0,0,0,0,0,98,93,272.2745796863311,68.99660393119082,79.77164608653062,172.97789190323897,2.6053916651222675,7.702865194975496,0,0,4.680899357804962,1,1,0,0,1,0,XXXConfid +5490,88,1,0,1,23.936826888332035,0,16.86767752717511,9.556417041740488,7.937101153967956,9.694615524769562,0,0,1,0,0,0,168,69,289.60593323588625,163.74959403391455,92.91506332714916,169.2773475030977,22.006860746417477,4.020559039836064,0,0,2.226535642219254,1,1,0,0,0,1,XXXConfid +5491,90,0,1,0,29.211111531357943,0,15.811718037997027,1.4311811363280658,9.419059192876569,7.862941193516271,1,0,1,1,0,0,110,88,219.82785255883977,167.28052556200254,47.0102415240057,375.1044362815366,18.94588771622801,0.18175485283490111,0,0,0.8030324921430332,0,0,0,0,1,1,XXXConfid +5492,86,0,0,0,37.00161393417564,1,6.922844777904242,2.9280128717487006,6.493641655102323,6.693764509350564,0,0,0,0,0,0,148,82,199.70172109966364,192.43287649282493,35.65887212394098,200.76411302013094,12.445867959861426,1.3298245276096987,0,0,0.19649075787231074,0,0,0,0,0,1,XXXConfid +5493,84,1,3,1,32.701408874200965,1,1.8495847534211607,0.5687920697176041,2.6384199122330765,7.223721293586104,0,0,0,0,0,0,105,69,292.62416261770693,108.89054095709642,87.39449361137086,143.0280222276669,8.67769613451779,1.5312500115841543,0,0,4.972396648429779,0,0,0,0,1,1,XXXConfid +5494,63,0,1,1,30.2529232232931,0,18.405689187160622,1.8557223854852145,1.9871099925551938,5.658122434378014,1,0,0,1,0,0,132,69,192.52773802890286,184.52126673811523,50.33836501013226,363.6255008265865,2.244092671779213,0.5489168180177117,0,1,8.678439289473557,0,0,1,0,1,1,XXXConfid +5495,73,1,1,1,30.007211381050766,0,12.540094061645178,5.840325638775498,4.345578711931015,8.485078544727058,1,0,0,1,0,0,111,91,203.1826994151483,79.1858470940346,58.12120365859131,66.2930812628799,23.174602557484885,8.668178095275241,1,0,7.825099346111955,0,0,0,0,0,0,XXXConfid +5496,86,0,0,3,22.527503814228236,0,0.6398162540339447,8.140984216274397,4.49355912331124,9.061901963866132,1,0,0,0,0,0,96,86,250.4254888322601,118.8791158383143,93.32176975392447,299.50662925529446,14.103364981184544,6.042354724294825,0,0,2.218531164507511,0,0,0,0,0,0,XXXConfid +5497,75,1,0,1,32.25629479137592,0,14.4457595419653,2.9125211815967464,2.8045856285619486,7.32706468176541,0,0,0,1,1,0,141,76,242.93097011056727,87.76995917692011,29.09843742271038,314.7800545321642,19.332579739107086,8.843996011915253,0,0,4.0750431509122915,0,0,0,0,0,0,XXXConfid +5498,74,1,0,1,19.74514293338545,0,0.716035467011289,2.195243058390126,6.435057451895676,9.866740544143818,0,0,0,0,0,1,94,81,189.43098709331906,188.4184934661229,85.1093830909181,265.32703257426385,23.924553338130313,7.496452234318841,0,0,8.065492438169153,0,0,1,0,0,0,XXXConfid +5499,60,1,0,1,16.19244691875935,0,8.054930830355051,9.803097235593945,3.198016473073324,6.215006525646972,0,0,0,0,0,0,116,80,226.18817425056483,52.25374919899846,76.24292229383327,264.6923617237261,18.896510532584042,6.224164101983619,0,0,9.605447016430432,1,0,1,1,1,0,XXXConfid +5500,74,1,1,3,15.014659194933325,1,11.647817747701092,1.3807517614568043,9.505110754333698,7.106935260005499,1,0,0,1,0,0,178,103,279.96799820335275,72.82524542377661,33.953173030552605,322.4040177956701,3.259244190278835,5.977907655605092,0,1,5.7604551163317,1,1,0,1,1,0,XXXConfid +5501,70,0,1,0,38.794054520558106,0,8.329498605331748,4.309175514868269,1.1802848562067925,8.271223569705988,0,0,0,0,0,1,159,89,242.81043762327752,66.91280582096888,76.52475030708632,235.77111969929237,20.099776979136198,5.1493457076641915,0,1,6.231800988106641,0,0,1,0,0,0,XXXConfid +5502,67,1,0,1,25.04124117004405,0,14.784266137461373,1.82963664614617,8.695430847444216,9.754619180085665,0,0,0,0,0,0,94,61,260.15071449945424,197.44342642864547,89.78161320966359,308.71442187218474,29.679726877428685,3.5696583540068505,0,0,8.515112232366013,0,0,0,0,0,0,XXXConfid +5503,87,0,0,0,31.560152455426067,0,5.545507736150115,3.354029118572057,5.478716969589126,5.477017096125293,0,0,1,0,0,0,95,99,291.60462117063867,157.79203264813262,44.49253879569178,123.00247766212559,19.56184077072657,6.8268871098876085,0,0,2.090865480547196,0,0,0,0,1,0,XXXConfid +5504,82,1,0,0,15.602047405636553,0,1.2255831786336935,8.385442691752893,7.378427192377424,6.50264922713834,0,0,0,0,0,0,174,97,289.74379958519114,188.62308481200463,59.01452521587129,213.99253345608895,11.846065664148663,6.745014631346046,0,0,5.475619009083989,0,1,0,0,0,0,XXXConfid +5505,72,0,3,1,36.875358632390856,1,9.319915159738688,3.23746783711338,5.412580728987653,7.713007913408396,0,1,1,0,1,0,118,95,264.32885658854684,54.114787929717494,36.024718203962216,251.9454632652732,14.469000441091268,3.041975763283923,0,0,3.893378125174314,0,0,0,1,1,1,XXXConfid +5506,82,0,1,2,23.455673396911656,1,1.5733806499268876,8.707644340030761,8.843953840542303,8.384152926374599,0,0,0,0,0,0,158,118,224.78137720912605,100.53123919792483,53.019738038879055,189.20965079030353,7.181618395775765,3.872698082414172,0,0,2.374253654672761,1,0,0,1,0,1,XXXConfid +5507,63,1,0,2,15.944764069632352,0,6.158673171170596,5.302046776788371,7.6834478910863915,8.047429480621561,0,0,0,0,0,0,106,77,163.98073051978608,106.05449390044609,68.13611952290859,370.9198672262676,22.835553147615922,4.265099213458664,0,1,6.065070694749458,0,0,0,0,1,0,XXXConfid +5508,68,1,0,0,25.642368920406838,1,3.3292683790134836,7.249333569069215,2.2800236871745962,4.879250721043468,1,1,0,0,0,0,91,90,172.83436872239517,191.89411169790833,36.13791458481093,250.15099832430906,21.16376704476342,5.599120590264732,0,0,4.4244162752141225,0,0,1,0,1,0,XXXConfid +5509,77,0,1,2,19.04599875886179,1,6.086454156204642,2.065465927780025,2.792135759046621,7.769561692981143,1,0,0,1,0,0,162,76,279.4785118071251,53.13383755584191,86.66315892350073,54.09659480793452,18.49743237006487,4.719586756208699,0,0,8.06939881157538,1,0,0,0,1,0,XXXConfid +5510,77,1,0,3,36.39195084953792,1,0.4986157863240481,7.621074543133006,8.649805626087037,8.63943353458884,0,0,1,0,0,0,137,119,260.8317260510932,197.47861571026158,52.119677682847644,276.3265576936123,12.943559230456783,7.82684996548255,0,0,3.1611080127298785,1,0,0,0,0,0,XXXConfid +5511,90,1,2,1,31.514395351028917,0,16.93058166704416,6.554061959564798,6.009991563331757,7.673124511219371,0,0,0,1,0,1,126,105,160.03090927558844,51.52939184158612,47.7921652546891,271.31953668299684,19.308645162736298,8.634951691939376,0,0,1.20313572703715,0,0,0,1,0,0,XXXConfid +5512,86,0,0,1,21.900204538582255,1,0.8615880215434313,2.349265008617558,1.6721895498251715,8.957111432949628,0,0,0,0,0,0,97,88,198.5846286672153,54.68817434571302,35.00466006267917,395.20489158021456,25.659106080387712,7.417715056889715,0,0,4.587075552508088,0,0,0,0,1,0,XXXConfid +5513,68,1,0,1,22.303052243640792,1,17.27799637294206,4.407954297998522,1.3484878716253512,5.285773722974328,0,1,0,0,0,0,167,71,285.620182994752,145.2757926203932,61.97466827713208,194.22910489918183,24.363516574933755,4.05236317887606,0,0,1.2335705785885898,0,0,0,0,0,0,XXXConfid +5514,71,1,1,1,16.608253220688358,1,4.867680354022427,6.606394414179126,2.4068558126203197,8.852320823620373,0,0,0,0,0,0,94,65,158.96434915950314,62.78860173593277,70.80435475948468,272.6667984111751,24.71918399473716,9.810493244629384,0,0,0.852960433280926,0,1,0,0,0,0,XXXConfid +5515,71,1,0,2,18.573514762032083,0,16.467741201071185,0.16787282608666465,8.938343995056744,6.930628255064903,0,0,0,0,0,0,179,109,262.03698371530373,134.46347419292567,54.88875517196196,120.24328541300412,26.597183869529204,1.937335780627002,0,1,0.4283574969915327,1,1,0,0,0,0,XXXConfid +5516,68,1,3,1,36.010701068582016,1,13.901332519035886,0.826775518820555,2.113705224560439,9.85055643521789,1,0,0,1,0,0,120,94,156.92957958235885,87.0893637625058,34.10838471012483,324.55153376137093,10.009077321024582,6.792740516292231,0,0,8.505273771952451,0,1,0,0,0,0,XXXConfid +5517,61,1,1,1,31.414054938400238,0,14.254246583346283,9.252042522289607,0.9379329711252193,4.978460647820539,1,0,0,1,1,0,113,104,259.99431492332025,84.98649978161451,67.63323319243275,284.21717256320846,29.97426212460179,0.8852360118138136,0,1,8.638540744129276,0,0,0,0,0,0,XXXConfid +5518,62,1,0,1,20.44973612984428,0,1.573738547510759,7.451236556878634,0.16879763839587003,5.164143474441225,0,0,0,0,0,1,165,87,266.6767810630013,177.8258884494357,60.4976200169257,290.4139957770218,12.780639894196907,6.766820379660164,1,1,6.716955759043877,0,0,0,1,0,1,XXXConfid +5519,78,1,1,0,20.35934269346895,1,5.25678119128711,8.747961243109675,6.297251043129305,5.907485005547148,0,0,1,0,0,0,149,99,245.71127673013422,181.7666772672932,87.46086004652194,354.59392174814656,28.199525526254625,3.9579043140963996,0,0,7.458042291503274,0,0,0,0,0,0,XXXConfid +5520,61,0,1,0,19.384607391236983,0,7.003220104142638,1.2821595882149162,7.262937420940068,8.414082918799455,0,0,1,0,0,0,113,102,232.10202886793758,67.57504338285676,99.95949424971501,149.57535932978072,5.956131364603575,0.2815343972898532,0,0,2.038915407284928,0,0,0,0,0,1,XXXConfid +5521,79,1,1,2,36.41323066187422,0,8.33115125239852,2.5432268562869433,7.274718453074112,9.61742638035315,0,0,0,0,0,0,107,76,260.24148678414156,194.8005516789245,44.95180967889735,79.22990336614245,7.893652256957818,4.97453904528581,0,0,8.599703228484621,0,0,0,0,0,0,XXXConfid +5522,62,0,0,2,27.768114629892214,0,12.727994418815351,5.5301832097213985,9.896332254920846,8.029710474669173,0,0,0,0,0,0,123,93,244.66209922090133,80.03814391913932,29.669260397818373,151.62146854530994,11.060085367188286,9.292582050162538,0,0,4.512443633070568,0,0,0,1,0,0,XXXConfid +5523,81,0,0,1,31.456892542975403,0,11.89671264774628,9.218084962463088,7.421303390156342,9.305302832603587,0,0,0,0,0,0,159,107,212.61620326581001,187.62236005844338,35.34316854097203,163.13457430498022,28.896583603480877,9.682576203653909,0,0,4.128420920931751,0,0,0,0,0,0,XXXConfid +5524,73,0,3,2,29.01629997104851,0,11.31968425003057,4.180685795874987,5.63566339897343,7.855285671983669,0,1,0,0,0,0,112,93,174.8536357547759,135.4443902300556,24.267021141660933,314.1758203592356,13.249997573592545,6.59048143007103,0,0,5.711959048668439,0,0,0,0,0,0,XXXConfid +5525,76,0,0,1,35.88129028524742,1,16.29479286857959,7.118326434680215,0.38031085166817746,4.2365571645153,0,0,1,0,0,0,99,71,235.00894935379023,59.31091666104368,43.34620974996223,355.8923833280397,11.770506184736366,3.751170219328901,0,0,8.07882453706235,0,0,0,0,0,0,XXXConfid +5526,62,0,0,0,37.435133949706184,1,12.27753868454457,7.0631048202348605,3.618688874161572,8.010275921558701,0,0,0,0,0,0,126,79,200.46417190029408,89.46960209322386,66.03843987128401,290.4754225914932,23.312552916810706,6.943106681780218,0,1,0.5540907957156782,1,0,0,0,1,1,XXXConfid +5527,69,1,0,2,24.032400153100916,0,15.213739072312421,2.6594761712924098,7.4818254751708615,7.159846122252904,0,0,0,0,0,0,98,116,237.87340562206015,192.11191775175854,59.23556159313246,306.2181345136505,18.490568063858966,2.27399579599763,0,0,7.805996285790818,0,0,0,0,0,0,XXXConfid +5528,90,1,2,2,15.387135897922636,0,15.821380055039967,0.3251805763418858,2.2403106186023725,6.253343732770489,0,0,0,0,0,0,97,61,284.15784143402954,68.86527965827078,33.995828670772354,60.951975118354426,28.87621833874812,3.1365690801699655,0,0,3.733342978094696,0,0,0,1,0,0,XXXConfid +5529,88,1,3,1,17.519976617203405,0,0.692173011445083,7.903141751688295,2.905000832496276,7.537553512858154,1,0,1,0,0,0,113,115,255.50351424177666,193.26183084821446,44.717103581953744,109.86268529298272,3.2878678888865953,0.9479187980343273,0,0,7.7507930087688095,1,1,1,0,0,0,XXXConfid +5530,77,1,0,2,30.031884504199454,0,4.769471511497532,0.3282550002386575,7.8581717537125195,4.149339920847824,0,0,0,0,0,0,163,76,298.3116940596366,157.1528987715459,99.52083915333074,128.43181750660858,14.025034657797558,5.396053123223261,1,0,4.072263399104388,0,1,1,0,0,1,XXXConfid +5531,86,0,2,1,28.15596133231321,0,18.629164139053074,6.535592701744366,1.316452128094029,9.62059046342095,1,0,0,0,0,0,139,86,228.03822423817115,53.219276863546824,69.10025795224004,288.4189402792399,20.61033725738712,5.5668733762851765,0,0,0.2329379393125519,0,0,0,0,1,0,XXXConfid +5532,67,0,0,3,30.187345518691487,0,9.461523943090462,0.17094285752969007,4.1429805631287175,5.573875559885945,0,1,0,0,0,0,133,64,186.5561105244594,150.32237485696243,99.41201719572236,92.19837395919883,26.859642684772215,6.200366099643244,1,0,9.78073907753052,1,0,0,1,0,0,XXXConfid +5533,82,1,3,2,24.822461456807222,0,1.6297557494573844,5.804273006054275,1.4746932273153224,7.059890384073475,0,0,0,0,0,0,177,85,192.0477296162435,173.25170624537196,52.51766711869493,381.39941256447923,15.748758451289223,6.565320896494883,0,0,7.255715479148636,1,0,0,0,1,0,XXXConfid +5534,62,0,0,2,24.043876054570795,1,12.025622756492343,3.260820315311843,1.6846319599080406,8.426711717101824,0,1,0,0,0,0,164,102,174.64229438705098,174.63971452206823,54.42569027709019,273.9446915918521,25.803516642665628,9.891089734220792,0,1,1.9857778146936933,0,0,0,0,0,0,XXXConfid +5535,62,0,2,2,37.20479421498817,1,15.866661347045255,0.834477443280941,7.408433461195386,8.910175818738136,0,0,0,0,0,0,129,112,218.89888390266373,61.511821400496956,82.96228609955556,146.182026814609,0.5946715714242723,7.616162217127542,0,0,7.948689002681172,0,0,0,1,0,0,XXXConfid +5536,84,0,1,3,32.64774058153015,0,10.318735460622806,7.622147814112667,5.413394533785309,4.682157097082663,1,0,0,0,0,0,158,82,223.12650393369918,148.50370713893295,86.55221323674637,192.55170556263252,11.840755605961835,9.749772906091588,1,0,4.820799592229027,0,0,0,0,1,1,XXXConfid +5537,67,0,0,0,39.35157403223008,1,0.7888592535563999,5.091996317742641,3.8605242736952547,7.559731769638111,1,0,0,0,1,0,118,67,204.2746194846949,109.95298248134696,64.41662054948281,135.37555776931998,17.668939403777564,7.781344761058088,0,0,1.905696296754682,0,0,0,0,1,0,XXXConfid +5538,81,1,0,1,32.175640878974534,0,4.495748765185912,0.994345694761869,1.3288873044677285,8.333922398301329,0,0,0,0,0,0,126,117,154.54832409195814,73.57980250682091,43.17260290969305,149.88815040170607,25.45799858738231,1.674492341049909,0,0,8.286941536809477,0,0,0,0,0,0,XXXConfid +5539,75,1,0,2,33.382006627232826,1,2.804984335023508,0.26861701709106844,2.1006547579555788,9.327668994529573,1,0,0,0,0,0,124,60,168.9645785711532,99.42977239678233,32.87428353335351,188.97932473813833,8.772792738607684,0.11537283960935119,0,0,9.776072861885051,0,0,0,0,0,0,XXXConfid +5540,69,1,0,1,34.51986803357191,0,19.078696093313958,1.3934941602343343,7.963928973416725,9.124303838053953,0,0,0,0,0,1,163,68,293.59814267111403,51.8900838087469,66.05758680112197,72.95887264319221,22.957793201161778,0.5039028689381131,0,0,6.67214664989391,1,0,0,0,0,0,XXXConfid +5541,78,1,3,1,36.236456050792015,0,9.38734478762293,4.883964519785144,9.922934173606281,4.112643462272303,0,0,0,0,0,0,107,82,259.46603466086947,81.70837578616151,84.86893494523027,276.3139283970695,6.734619154436345,8.541456781800571,0,0,4.606666775381046,0,1,0,0,0,0,XXXConfid +5542,61,1,0,2,26.19558977259958,0,15.673469396292521,3.6344091934115843,9.027204581160039,5.137590418756876,0,1,0,0,0,0,175,61,151.2096169989198,124.49267687535998,45.436766602167616,260.0160323542647,13.560872080441928,3.2164595350837253,0,0,2.3428362714720494,0,1,1,0,1,1,XXXConfid +5543,62,1,0,1,39.65321247895338,0,12.342194971546625,2.3936939203906213,4.338271307420836,6.557982804460757,0,0,0,1,0,0,175,87,230.95521780285176,143.46474542118926,25.99376805145888,72.60970776999268,0.14866087969199526,4.792862800928584,1,0,9.432532548456381,1,0,0,0,0,1,XXXConfid +5544,63,0,1,2,32.991687722364844,0,7.025780507626724,2.5906151384891576,2.8104713964467876,4.326224712901714,0,0,0,1,0,1,178,68,237.31659456362837,191.89912262651038,44.33274049621169,212.69504194790673,8.59715964003087,3.8406201386720182,0,0,5.9095903158917364,0,0,0,0,0,0,XXXConfid +5545,82,1,0,2,38.271172386850765,1,1.0965510185131189,0.6043252147545142,4.363783392312813,6.222452945869782,0,0,0,0,0,0,91,117,151.37493326822545,53.50546889336132,24.855517188522,111.05046667224157,19.937905793988126,4.309946235165611,0,0,9.906226555654996,0,1,0,0,1,0,XXXConfid +5546,87,1,0,1,18.609226411156232,0,1.7016978127608229,0.1540314039167212,6.328449229951315,5.2582983783584325,0,0,0,0,0,0,91,85,227.1592775742642,101.0597779203501,39.88258482599737,202.59922524450926,8.239140668248998,3.5936547645778916,0,0,7.357408546934019,0,0,0,0,1,0,XXXConfid +5547,66,0,0,1,31.003762047731907,0,16.913568180007058,0.15895922796920425,0.4024871846720568,4.679587352168952,0,0,0,0,0,0,172,68,223.2163892660098,79.56411911021024,48.97804176637195,158.30273826915138,3.463961800754891,4.10486891729517,0,0,8.213951734788845,0,0,1,0,1,0,XXXConfid +5548,72,0,2,1,19.46201736601808,1,7.446553669687852,8.315056806250142,2.623017726381108,9.537957294851395,0,0,0,0,0,0,101,85,152.30254522761362,61.82344607153754,82.63368017367242,367.8327312787694,3.5118564299168242,9.415109536030666,1,0,7.730468782944307,0,0,0,0,0,0,XXXConfid +5549,82,0,1,2,22.602947992813952,0,1.8073126520209515,7.077525546396512,9.538392482050194,9.994079149295871,0,0,0,0,0,0,130,118,163.12603472968854,92.0467653083933,38.02267414115279,223.2601148639277,8.955845990157163,6.062227055756537,0,0,3.052137506377599,0,0,0,0,1,0,XXXConfid +5550,63,0,2,1,24.107191989378947,0,4.888162703254999,8.597405056205845,6.1796955669227565,9.387843031751304,1,1,0,1,1,0,121,61,235.08941228733357,158.66968552964107,67.53250496585814,261.4459365359804,5.404077482860222,7.688360361774162,0,0,6.432689247033584,0,0,0,0,0,0,XXXConfid +5551,84,0,0,0,18.945462307582158,0,9.84711686460751,3.5216251082778562,8.378176570629265,4.526354864828871,0,0,0,0,0,0,136,96,175.7372037638673,102.92140267883062,68.33926443004066,327.4846858190369,2.193452235815764,1.9080956348245726,0,0,4.342907548271335,1,0,1,0,0,1,XXXConfid +5552,79,1,0,0,31.93471462855315,0,6.39237328828373,8.92598034126491,4.1582008909591295,7.508882333712222,0,0,0,0,1,0,133,118,280.9868913643112,94.6840468346131,60.947858960900504,219.9760647557558,3.272696832533338,4.921476822451581,0,0,8.254852733628995,0,0,1,0,0,0,XXXConfid +5553,67,1,0,2,17.00994297984098,0,6.069015231626212,3.605856957574801,4.93156857808274,4.515741024595194,0,0,0,1,0,0,94,62,273.6187001851626,165.1404053969457,47.25975362082755,280.150940573655,10.362395492667963,7.561958902689429,0,0,1.0647052594476891,1,0,0,0,0,0,XXXConfid +5554,81,1,0,2,39.88691231720354,1,10.597132263439256,8.34211556836493,6.972279709237682,4.412060508673991,0,0,0,0,0,0,166,96,151.25061543502977,151.235721126408,25.89898851471296,118.96591150830646,10.550168756406133,2.178133268812573,0,0,7.557230548618263,1,0,0,0,0,0,XXXConfid +5555,60,0,1,2,21.64175277817831,0,0.9305116112252443,2.714702291512916,5.125134758012554,6.7710657169402815,0,0,0,0,0,0,119,99,283.3953317979178,193.31333332909128,22.46744467261105,325.965685501563,12.920961427762268,2.9823281547447045,0,0,1.8077171423229443,0,0,1,1,0,0,XXXConfid +5556,75,0,0,2,30.32349952789493,1,17.012679600781706,5.927805601500352,3.6017309412976384,8.678726854991577,0,0,1,0,0,0,91,66,196.4405611216587,191.25221752656012,46.007617329646436,342.8364462674027,3.408015324836098,7.659399552285709,0,0,1.7803699297082276,0,0,1,0,0,0,XXXConfid +5557,70,1,2,1,35.1865471744536,0,15.444762421490555,3.28046479331407,7.247692168456989,9.844161826372387,0,0,0,0,0,1,119,91,260.1947410212451,95.59592551532445,90.1605727029928,237.78313936422336,27.232200733974192,4.975815848121559,0,0,9.005702090695506,0,0,1,0,1,0,XXXConfid +5558,79,1,2,1,25.091602265156684,0,4.580255292688293,8.475805418335488,2.09433663347687,5.685428397588,0,0,0,1,0,0,129,65,297.59454186295534,175.81176722545644,99.77030815803809,207.29865596120374,19.241614373213316,9.731007416870094,1,0,9.501104030475036,0,0,0,0,1,0,XXXConfid +5559,83,0,0,1,17.467626439865313,0,8.131463398802087,7.851117691945952,5.051645375097655,5.200530853349484,0,0,0,1,0,0,178,86,165.85153540895467,98.7366339987403,86.74469706183379,83.00594335933168,0.136895661666655,1.734994485241299,0,1,3.8093855979615343,0,0,0,1,0,1,XXXConfid +5560,75,1,0,0,17.99319006973819,0,18.62562205141389,3.6042254314804643,6.316237945652676,6.451650572840721,0,1,0,0,0,0,149,68,224.08943645820483,142.06038230566162,33.12621517716528,396.4084724331554,25.05098367909374,1.7855278434137656,0,1,3.334780766294736,1,0,0,0,0,0,XXXConfid +5561,87,0,0,2,30.173938686378136,0,1.6539770205338211,7.27668639314882,5.160906880730353,6.219263764728556,0,0,0,1,0,0,139,87,237.62161075218975,147.33027323603196,27.212928734979958,346.06397237964177,18.568193408201378,3.3176156885681873,0,0,2.8084704159058105,0,0,0,0,0,1,XXXConfid +5562,85,0,0,1,28.985337361783436,0,10.817245291675073,2.8261548465144113,3.10047018999416,8.205370586955727,0,0,0,0,0,0,122,115,198.42331645782244,182.65097069386573,55.27563144025797,186.51311632279803,6.501284319172889,6.090690251914706,0,0,7.63262822244233,0,1,1,0,0,0,XXXConfid +5563,69,0,0,0,19.15983004355889,0,0.7713338958383553,4.637308399057536,9.404154251325702,5.664726198638878,0,0,0,0,0,0,99,62,189.95279079249028,51.76294396491417,54.518334581753656,336.7139795356339,1.3223048769827206,3.85064051052653,0,0,6.854416621286429,1,1,0,0,0,0,XXXConfid +5564,68,0,1,2,25.183469772247975,0,19.363204756534138,7.982687863593133,9.40829335267772,9.699853153455477,0,0,0,0,0,0,172,61,184.0261864352156,57.56881095694344,63.35644419141809,290.267283774603,29.473767928712242,8.340352171798214,0,0,4.685371513567025,0,0,0,1,1,0,XXXConfid +5565,71,1,0,2,28.762638209223766,0,1.9584989821890497,5.291809530841768,5.8272285611051275,9.947026351910171,1,1,0,0,0,0,116,93,189.20560867973825,120.0184333503278,33.66295343613916,397.95436308952264,6.687933583406541,3.957927362573196,1,0,3.7581309202991298,0,1,0,0,0,1,XXXConfid +5566,78,1,0,2,38.98227576663311,0,0.8579633040491852,2.5540787706708645,4.414653568692581,4.514756426508937,1,0,0,1,0,0,121,80,178.06177903576997,69.89979105183744,63.57589103262261,70.97508522056347,13.785085367046879,1.9600698034586383,0,0,7.483998357289822,0,0,1,1,1,0,XXXConfid +5567,85,0,3,3,23.132154183693196,0,11.721495406111774,7.994914722367874,0.6981202307732237,9.972499084029856,0,0,0,0,0,1,130,100,190.32209735006674,144.81288262614544,41.236228581540544,374.0652292272975,3.693496506681002,6.043389744238658,1,1,5.512302985262139,0,1,0,0,0,1,XXXConfid +5568,80,1,0,0,21.323532392699942,1,9.825940994494495,9.315504716392798,0.9445148029626471,4.230832592134522,0,0,0,0,0,0,130,114,282.5662589546477,128.77486287590023,28.031254068690473,262.9299544321201,12.01490099086859,1.576858379643622,0,0,2.720543185495644,0,0,0,0,0,1,XXXConfid +5569,74,0,0,0,23.711449796870653,0,4.552950705611725,3.2839146289417176,0.5728343371752087,4.846223833813956,0,0,0,0,0,0,163,113,269.59399952024177,193.83028416035629,78.26924510209967,328.5012950191774,0.4804522264058231,3.937273105711795,1,1,7.1683349959345595,0,0,0,0,0,1,XXXConfid +5570,89,0,0,1,18.891134603457683,0,3.8520126244667607,9.931414773627056,6.4759607075457275,8.86505669260545,1,1,0,0,0,0,102,90,251.53214419425902,122.9352829752307,76.67732032095878,129.65775799733134,5.036091974099105,5.551858409535342,1,1,0.5032536788269037,0,0,1,0,0,1,XXXConfid +5571,75,0,0,0,25.39152648781331,0,8.449636887925049,9.549368707581674,1.7744176249688348,7.9516809388467316,0,1,1,1,0,0,121,117,226.34661393283972,142.65087042292296,23.460324868615423,153.9097130674084,11.968871823993245,4.00169386611511,0,0,4.918145626136035,0,0,0,0,0,1,XXXConfid +5572,69,0,2,1,21.448119774961775,0,7.253156608320552,2.9825314905489755,8.94705523958584,8.508751155296244,0,0,1,0,0,0,106,104,257.8304023325624,164.69917836436343,21.104898236011067,306.79714795349406,21.56491159788373,9.113111160665683,0,0,2.6131940730943626,0,0,0,1,0,0,XXXConfid +5573,63,1,0,2,21.318756243393302,0,3.41089267855629,9.792069759547314,9.099209524903342,7.584489114091641,0,0,0,1,0,0,150,114,259.7669084088619,197.3136551279784,26.48822305846749,199.34724469289395,25.541350878604998,4.776327322146681,0,0,2.8269972555251477,0,0,1,1,0,0,XXXConfid +5574,64,0,2,1,30.353960698497826,0,2.4047461319793895,3.968767347924005,3.0518625090879157,8.281038299907012,1,0,0,0,0,0,137,116,284.86906632424075,56.96863342989684,23.09135413468578,133.78927583466918,13.286116545809456,4.887154856142325,1,0,1.7404451705021895,1,0,1,0,1,1,XXXConfid +5575,85,0,0,1,31.986906763977107,1,17.435695308461348,9.09880141080203,8.9274298239801,6.458848648479863,0,0,0,0,0,1,109,72,172.7984120689374,60.75854718300389,76.03975138233295,364.6491587508501,5.7325090182356995,1.826887983871277,0,0,8.984925243463492,0,0,0,0,0,0,XXXConfid +5576,66,1,0,1,24.83720800091465,1,1.4692620111628596,3.482389359232705,0.8938317587240996,9.100618035176831,0,0,0,1,0,0,179,101,267.56728035168584,57.54225138235528,82.6193508055157,88.31152841619627,23.215901233771913,5.098708998113449,0,0,6.547279593265284,1,0,0,0,0,0,XXXConfid +5577,62,0,0,1,20.396169541979482,1,7.44020540278254,6.918467588831163,5.50068574881721,6.367450173486455,1,0,1,0,0,1,92,71,236.30047559891486,112.62956018754147,61.59331555396081,150.90188021496598,28.27812925007094,7.660452528313996,0,0,9.60866971018111,0,0,0,0,0,0,XXXConfid +5578,75,0,1,3,36.70729493447077,0,0.07931352886521026,4.643868312552637,6.812911233935793,7.495585465169061,0,0,0,0,0,0,134,114,201.6062875797897,64.96300446872257,31.41029398898261,397.07544898123115,28.518102723340984,0.6896250659302161,0,0,3.3915379423630574,0,0,0,0,0,0,XXXConfid +5579,71,1,0,1,39.677200017551485,1,11.337109666689928,8.861771133724414,2.1075936986905566,9.362158745518009,0,0,0,0,1,0,124,83,225.19982437493013,156.3886910279693,78.99103377364177,83.36409266936745,9.168285983182301,5.204142076973774,0,0,3.9054729731389406,0,0,0,0,0,0,XXXConfid +5580,65,0,1,1,27.641953448198947,0,8.500087948738045,3.502091503668625,5.194009464648836,5.709645213787412,0,0,0,0,0,0,166,111,294.8641940006376,57.43629217734807,47.12376916354894,353.9501516170264,8.018001040763169,0.4257284897771896,0,0,1.200800138417324,0,0,0,0,1,1,XXXConfid +5581,61,1,1,1,31.4452233719539,1,15.50109508141979,7.8630647717192526,3.128334430643751,6.169472855667014,1,0,1,0,0,0,94,116,195.85927725631913,58.537932671016925,97.91030480836616,272.69974059754054,10.716269037024217,1.3108701591284821,1,1,4.240208531282193,1,0,0,0,0,1,XXXConfid +5582,60,0,0,1,38.184738379157174,0,16.91893189797627,0.6396539524303857,9.193472829025259,7.71000471459441,1,0,0,1,0,0,155,103,241.41945549633743,77.23607314003797,40.48349175923654,105.38839162700162,29.03265871233817,8.318432790905684,0,0,9.564869834978376,0,0,0,0,1,0,XXXConfid +5583,66,0,0,2,39.15949718539364,0,9.904921662646423,7.234938616357019,9.351431268666962,6.18798648249618,0,0,0,1,0,0,101,76,248.78882077490218,166.02387364649198,93.99190324218056,369.20329970274594,7.9865411199930065,9.9146443026369,1,0,3.6595162406802464,0,0,0,0,1,1,XXXConfid +5584,78,1,3,2,16.784411588378525,0,19.86539862256609,3.0433050231967163,5.71970329671712,6.420329268234697,0,0,0,0,0,0,124,61,197.64077031724503,118.46145769862353,61.17021216054774,105.64823917171094,29.286210740931963,7.236073844583685,0,0,9.516914359181573,0,0,0,0,1,0,XXXConfid +5585,84,0,2,0,21.64361676243078,0,0.6016546239177845,4.123159393103,5.076087316642557,7.325677753460445,0,1,0,1,0,0,167,87,185.003620315132,158.28323674768535,32.97657605143064,181.4249677344779,19.84906990614877,4.522161071356753,1,0,7.4444425949687645,1,0,0,0,1,1,XXXConfid +5586,76,1,1,3,33.498509838536165,0,5.963037182127606,3.5075780437650006,5.456298837392939,8.89888865225625,0,0,0,1,0,1,152,111,157.16473236598006,122.05960556543418,28.909851759545575,144.43519045644427,20.252129014459236,0.8098630626442405,0,0,2.60003944458063,0,1,0,0,0,1,XXXConfid +5587,61,0,2,0,22.54674577072894,1,6.34281063189408,5.675807655973054,5.126586033197088,4.903181362921871,0,0,0,0,0,0,112,69,195.06412823656092,116.13846092364693,28.026980968241013,257.4405431694219,4.604198141192192,2.3132160588623707,0,0,1.5136810652275934,1,0,1,0,0,1,XXXConfid +5588,68,1,0,2,23.748673164430272,0,6.603467260961768,2.610247273390428,1.555613108037276,7.401958300845171,0,0,0,1,0,1,95,117,241.178013587441,115.76000149235367,89.30001765493101,91.02961039162935,22.0575030474495,8.52264194835221,0,0,1.6724226563283173,0,0,0,0,0,0,XXXConfid +5589,78,1,0,1,19.698489185723307,0,14.402795851519004,5.718099456140655,3.096124320191768,5.758221078720922,1,0,0,0,0,1,131,109,188.34500710257157,138.26165481259306,42.881063846547974,219.00604263163618,13.272431149628236,3.3049446012182493,0,0,3.8444140547884498,0,0,0,0,0,1,XXXConfid +5590,82,1,0,0,20.588861733860544,0,17.35281812964339,1.1678925887666902,3.1459308494878035,8.746750111081942,0,0,0,1,1,0,128,113,222.54725796849476,132.46466245818576,42.760409437318856,177.07576646179922,0.2162271699555629,5.694981944441909,0,0,7.773042109035229,1,0,0,0,0,0,XXXConfid +5591,60,1,0,1,38.40157540258613,0,18.52390408497453,1.626487077276122,1.270711787002008,4.09677283212096,0,0,0,0,0,0,166,107,223.25593403755704,135.6614353022193,86.71983778240349,236.7154607194463,7.876128751436884,8.282615600018303,0,0,3.9162369243263684,0,0,0,0,0,0,XXXConfid +5592,74,0,1,2,35.57139183807088,0,3.1084682313048373,3.0129048693258764,6.605002076040407,4.652771252150604,0,0,0,0,0,0,166,93,196.3652450267498,66.98365924234477,60.00600947092791,95.09497170605925,7.5263640424527765,2.437977005969547,1,1,6.374903361920461,0,0,0,0,0,1,XXXConfid +5593,63,1,1,2,33.82810556342382,0,13.721930784023233,8.62856832441786,1.8055863207762424,8.971746871837702,0,0,0,0,0,0,93,69,268.2296689342452,196.20818939396383,26.108455482254396,115.60040222572741,5.827099046080072,3.546436645264622,0,0,3.2038976941206654,0,0,0,0,0,0,XXXConfid +5594,88,1,0,0,36.99569263759394,0,11.765319806508659,1.6837140128552053,4.272914766109832,4.83981174610696,0,0,1,0,0,0,131,75,211.37788477282788,113.79414629050598,45.760724470694385,276.804450919648,4.8130416007402355,8.623333349090498,0,0,7.795510716719647,0,0,0,0,0,0,XXXConfid +5595,87,1,0,0,24.573966285928496,1,5.752846199884354,2.469515556314532,7.15780093197679,7.739194109177892,0,1,0,0,0,0,177,61,273.78675314660177,140.3347661931395,35.84912156179055,287.1847489322374,5.6269916152422255,8.545038134637137,0,0,8.835683104835947,0,0,0,0,0,0,XXXConfid +5596,87,1,0,0,19.748823926860684,0,13.088539131465915,7.0851732086808745,4.899250777178162,9.914330828013625,0,0,0,0,0,0,105,70,233.74218473469872,146.9387613023274,26.704387446421507,95.20919725040686,10.848865316140898,5.118861244985668,0,0,1.178540523301017,0,1,0,0,0,0,XXXConfid +5597,74,1,0,1,34.80791068299064,0,18.07344935810511,1.8632129327597957,1.341573763523829,4.526783625747578,0,1,0,0,0,1,178,83,285.1218817043156,183.20696042516445,21.834650672961438,207.5458633176248,2.7949116951940143,0.13832914734246637,1,0,3.601583211814824,0,0,0,0,0,1,XXXConfid +5598,75,0,0,1,15.439005942887775,0,10.991814239287594,9.224255105594793,5.189685223433411,7.828496669883704,0,0,1,0,0,0,105,114,291.41308951292234,158.84393924582378,30.09971797578178,57.564866972512476,10.189371159950625,5.076403485944143,0,1,8.332884347269392,0,0,0,0,0,0,XXXConfid +5599,90,1,3,2,17.536596035103706,1,0.9033912024032853,6.777515211748923,7.357604107581852,7.420434520705141,0,0,0,1,0,1,136,113,264.7473776212775,167.2086797683404,28.05337836749871,345.6505865057526,2.696109746526789,5.143704420597129,1,0,5.533067516669177,0,0,0,0,0,0,XXXConfid +5600,72,1,2,3,20.614871586018005,0,1.015350148896319,8.106001828003322,8.66503996138832,7.338442480718381,0,1,0,0,0,0,96,63,203.9278433080147,143.4890253190145,65.54971414488284,327.90457972317125,12.4733196181862,0.28998825329417444,1,0,9.075715740043597,1,1,0,0,0,1,XXXConfid +5601,67,1,3,2,25.610546894462242,1,17.787065600739606,7.457067589465808,3.2347405707747425,6.254908168725279,0,0,0,0,0,0,169,91,194.45739017690755,74.60869640238165,41.59157644242259,86.65086918139409,11.82126804850806,8.75353118818582,0,0,9.048302502329891,0,0,0,0,0,0,XXXConfid +5602,90,1,0,3,24.490613434646214,0,8.96210639550892,7.692713438455057,8.319462545334478,9.292856109208914,0,0,0,0,0,1,116,94,257.1095409297282,71.53354424019403,34.987171096130176,69.3409040106059,14.569870141422443,0.16620916973506428,0,0,3.3655059688250963,0,0,0,0,1,1,XXXConfid +5603,80,1,1,1,16.834968205661593,0,19.05356472955789,4.352272180812965,3.432055071445128,7.361459170929955,0,0,0,0,0,0,126,112,270.45705720485273,149.65794862611756,60.246282169111645,250.12543250996973,12.399831650941913,6.265783506404059,0,0,1.6117042441253782,0,0,0,0,0,0,XXXConfid +5604,75,0,1,0,33.326818204911355,0,11.29720254905845,8.452643773679302,1.7878178277119494,9.83698937798226,0,0,0,0,0,0,122,115,179.10633045974583,61.24647194765234,31.087327325521493,170.99585041946398,15.385064903239291,9.549794490182276,0,0,7.548480915490981,0,1,0,0,0,0,XXXConfid +5605,71,0,1,1,39.344406953420616,0,17.547634803281234,3.453156122762988,6.707847192417318,4.613364495631068,0,0,0,0,0,0,106,86,289.6312936817134,91.09165391976791,43.03429920271594,98.98929046366317,8.840285835387911,3.3158542192839646,0,0,7.0364279085504435,0,0,0,1,0,0,XXXConfid +5606,70,1,1,1,28.108654280826116,1,8.687297063628051,1.2168690286047112,0.28464849816036697,7.1538219793216085,0,0,0,0,0,0,140,90,156.23229714278253,130.83269136890553,42.17614795107671,231.19831018154773,6.32091521304811,0.21793179863596301,0,0,0.2514297256845077,0,0,0,0,0,1,XXXConfid +5607,62,0,1,1,34.797125884900225,1,12.632616416945034,0.29600094954322587,7.933459191866666,5.630448362922171,0,0,0,1,0,0,122,75,271.42925932493705,55.037262229862584,73.87942998095674,374.5555288777278,18.496147850414864,3.4758732475282326,0,0,4.932775959437244,0,0,0,0,0,1,XXXConfid +5608,89,0,0,0,23.58175114371152,0,1.9392269406322904,1.3224645137965596,8.758692746564094,9.262999358794158,0,0,0,0,0,0,170,71,218.70793950644185,82.85907730331307,95.33489520898142,310.312787087061,27.648573371101584,9.700073456710532,1,0,5.157190048691678,0,1,0,0,1,0,XXXConfid +5609,64,0,0,2,29.023326861435905,0,12.057723589756336,1.7766127835706946,2.984546298460038,5.346366681492616,0,1,0,0,0,0,113,67,252.74554079367482,115.72096197290657,87.4706623061991,69.6667493694587,8.087081029084445,3.3999545181232547,0,0,7.605583897694538,0,0,0,0,1,0,XXXConfid +5610,82,1,0,0,22.497556996852666,0,4.252890171168088,5.784293429579435,8.076364223641727,9.382453483196402,0,0,1,0,1,0,125,87,197.1120958185035,122.66161481509492,48.88734597198621,382.5501339455646,9.694310839526617,4.2197768572046455,0,1,9.052356128098149,0,0,0,0,1,1,XXXConfid +5611,71,0,2,2,16.080043541877334,1,19.8971128826336,9.974595189910014,6.019738361785545,8.182690030876941,0,0,0,0,0,0,134,72,172.61802447417344,86.8567757332221,36.66351749635591,343.47922995235587,7.0685289957040816,9.130647192690102,0,0,0.5669934746287897,0,0,0,0,0,0,XXXConfid +5612,65,1,0,2,29.187863051035464,1,0.5332092737581329,8.759569962573625,6.364301948769383,6.2311431378016415,0,1,0,0,0,0,158,117,292.33781695954536,125.42962975790019,82.86544953129054,295.6822097276434,6.627741502408121,7.52135789162126,1,0,5.193683072384392,1,0,0,0,1,0,XXXConfid +5613,82,1,0,1,33.14639363903562,1,11.09383694058687,8.83905705583098,9.727558008506254,9.812583778248197,0,0,1,1,0,0,151,73,179.3642882419033,110.70383910519953,59.80647417817422,201.0822400842848,0.9201551931540797,6.244299795833422,1,0,6.281807988390371,0,0,0,0,0,0,XXXConfid +5614,82,1,3,1,35.262498281905444,0,7.434299524853318,4.639583113882415,2.5649498204643373,9.366482886380702,1,0,0,0,0,1,155,66,186.9352875408428,100.63880669949876,20.725533223405826,366.1865373946164,24.460833286355918,6.070005666822843,0,1,4.8153020088306295,0,0,0,0,1,0,XXXConfid +5615,60,1,0,1,19.897329438904755,0,15.028362182795492,4.6406941733102585,2.586766953901365,8.57064260443341,0,0,0,0,1,0,96,64,266.33718306381036,122.29376030779298,99.20034546047887,119.86166714068302,27.007129852922994,4.754797504453439,0,1,5.191770990427306,0,0,1,0,1,0,XXXConfid +5616,89,1,0,1,37.88769552049991,0,12.617499986853844,3.9306918151116967,5.731788379657049,8.222196610854624,0,0,1,1,0,0,156,115,285.62362432891126,110.19603237128635,87.73529871626141,121.8856045526164,17.439512233028562,8.490364907761704,1,1,9.747875682543093,0,0,0,0,1,1,XXXConfid +5617,66,0,0,2,24.274355498872325,1,14.016363699318328,6.320907159056846,5.228418403198464,8.451671749395215,0,0,0,1,1,0,106,116,209.26470515459738,88.62116525721109,47.89760448090283,370.8936387936624,28.70907801057833,8.797740810172927,0,0,1.5137437315607805,0,0,0,0,0,0,XXXConfid +5618,89,0,1,0,24.010200570489324,0,16.79559141915743,6.804451488432877,9.948000882891124,7.196675374745024,1,0,0,0,0,0,114,87,228.31115017605512,77.22036057790179,95.69161535740362,370.3176970330315,2.255683379029849,0.5127876207096749,0,0,2.2680048893318894,1,0,0,0,0,1,XXXConfid +5619,68,0,3,1,15.1169711122146,0,5.549996302189182,0.06549380990832021,6.8321369239409275,5.110181990110788,1,0,0,0,0,0,135,102,178.55451496709236,182.87499632718436,94.07913708380491,350.9135266759922,23.384717132305184,0.12329861219570581,0,0,0.455580144801806,0,0,0,0,0,1,XXXConfid +5620,78,0,3,1,32.55494039335531,1,15.96586264519199,6.3325827742338925,9.24710233295449,6.000900123169935,1,0,0,0,0,0,140,116,180.81139796012482,110.62080053569004,84.0453406117524,217.7965448554239,18.572848298990017,1.124353628044129,1,0,7.997850411831865,0,0,0,0,0,1,XXXConfid +5621,76,1,1,2,26.817028015591077,0,10.948195305245846,2.9988692566169717,5.88639536862519,6.933118712313695,0,0,0,1,0,0,163,114,170.95694265278073,131.54731087530428,73.35298983567861,106.07969195692463,10.862385859674925,4.787780241079986,1,0,8.786787883601423,0,0,0,1,1,1,XXXConfid +5622,65,0,0,0,22.07518619913869,1,5.330385262306874,2.194415949232511,0.6122640484675912,4.24687621653567,0,0,0,0,0,0,175,107,256.8587519415242,157.3344272642043,80.0325083014896,382.71015843586775,24.9216329730894,7.616932308202705,0,0,8.044445812432908,0,0,0,0,1,0,XXXConfid +5623,63,0,0,1,38.93449100796397,0,0.9040034184871404,2.122937819562977,5.059234488933948,7.4194237867499515,0,0,0,0,0,0,162,71,169.70655455257042,115.10786196298154,63.2813102122136,222.2233622449092,24.1984911595359,1.3667255508978926,0,0,1.3182679891673732,0,0,1,0,1,0,XXXConfid +5624,84,1,0,1,18.902473401857367,1,16.786264510584726,6.632144191461025,3.7359222225500224,5.2224631795466605,0,0,0,0,0,0,117,85,173.33653988399794,168.88601706777337,77.80132352506605,334.57582159396173,22.686805631552463,2.566280915026039,0,0,0.289815129746297,0,0,0,0,0,1,XXXConfid +5625,71,0,1,0,39.29192260435684,1,18.152063955328668,0.08499368478877001,0.8883309795102501,7.799253696014966,1,0,0,1,0,1,101,106,198.5868302087713,83.24552568578032,69.24411470474439,236.89150558400385,29.323470452234968,8.746283986555554,0,0,6.050739115692609,0,0,0,0,0,0,XXXConfid +5626,82,1,0,1,25.29846198373583,1,5.049710006096609,0.04540548724769722,3.1180529469279317,7.489547961993016,0,0,0,1,0,0,153,100,200.24604840330034,66.59997844145343,42.77820779457875,283.8278014912178,17.117807679138267,7.856078367255526,1,0,8.537764565515229,0,0,0,0,0,0,XXXConfid +5627,81,1,2,1,17.05236715237172,0,16.22775332170613,8.256350258802392,8.419147488771376,9.928928113328944,0,0,0,1,0,1,147,107,172.46879746388595,133.37470949332192,85.82740129518737,392.8094289285348,2.9960181622722026,8.861872333941967,0,0,7.149190046724466,0,0,0,0,0,0,XXXConfid +5628,66,1,0,1,36.48539126801879,0,8.875216839765415,9.57936579965035,0.43539202737974625,8.727111303658345,1,0,1,0,0,1,128,87,212.57581582620585,98.53072584208628,35.30510101925945,369.5751497682675,1.3071676825547807,2.773332686994514,0,0,8.308902826045848,0,0,0,0,1,0,XXXConfid +5629,81,0,0,1,30.437387978257256,0,1.3938481160073457,4.662772228228686,2.765994780167346,8.899443274109284,0,0,1,0,0,1,115,77,223.36371557621607,135.45459961324906,30.850018837253216,119.22597494804018,18.132099889107273,8.039990581191802,0,0,4.333493718883235,0,1,0,0,0,0,XXXConfid +5630,80,1,0,1,34.96488619922512,1,8.941474156840677,8.504555794214209,7.294891901072061,5.965927730390957,0,0,0,0,1,0,170,95,265.6159541334921,179.03235568373137,80.98081962722426,114.28779618536612,8.409087917349543,0.6008373782473408,0,1,1.6923184482903308,1,0,0,0,1,1,XXXConfid +5631,67,0,1,2,29.72681074610737,1,15.642599128344298,4.605987753394379,7.871526460892586,7.915238729218879,1,0,0,0,0,0,110,62,152.96664850777114,144.79395698577952,68.26317318839712,100.79611590556156,26.253987114332446,6.088452503792533,1,0,9.105791497358338,0,0,0,0,0,0,XXXConfid +5632,67,1,0,1,16.752573265496256,0,3.6222637256561896,6.1113112362346875,1.0396233863961468,7.843370307697594,1,0,1,1,0,0,124,85,272.7299339493833,127.14936058302031,52.55982511953334,189.50728367476364,16.47489394145355,8.438447422380575,0,0,0.4518226800161973,0,0,0,0,1,0,XXXConfid +5633,82,1,0,1,38.79342438080752,1,3.838056313952687,9.79590558846808,1.5282071392323304,6.391498847420368,0,0,0,0,0,0,126,102,265.8920105288728,189.45053364434338,60.901142387573614,125.49119292772042,23.908784719704236,2.34158952754161,0,0,7.8612709740165165,0,0,0,0,0,0,XXXConfid +5634,84,0,0,0,39.58692403096923,1,18.6367412846843,8.032769664946116,3.55522006037135,7.29767456135096,1,1,1,1,0,1,143,95,291.35160823620936,169.51936292990248,92.98457745509805,210.19290850498925,13.74513879496664,0.8222954214079037,0,0,2.287523745769573,0,0,1,0,0,1,XXXConfid +5635,87,0,0,1,26.420234304302394,1,1.6115607500765505,5.365965742242547,2.5310013216826177,9.793483066431401,0,0,0,0,0,0,146,103,177.66432715316117,107.32570748928248,88.30253675804568,200.04583108439687,1.459188150426668,7.463528733264741,0,0,2.67147654320342,0,0,0,0,0,0,XXXConfid +5636,86,1,0,0,29.165875942349903,1,9.263180576367784,6.125415350009832,0.975279258879278,7.476551100688315,0,0,0,0,0,0,107,94,239.44127656096163,67.08833996153085,27.106158518479013,269.6948402677659,27.8920665799461,6.378806293907733,0,0,3.7034073933081393,0,0,0,0,1,0,XXXConfid +5637,77,1,1,1,36.331549186684256,0,17.18939399691254,3.734377966136875,6.266352334468027,4.4062952779491,0,0,0,0,0,0,141,84,286.96647179032766,105.51652313473664,24.631933020227397,106.0402488849005,18.411694948038107,0.6670663260100385,0,0,5.3336984507697505,1,1,0,0,1,0,XXXConfid +5638,84,1,0,1,34.21872428500915,0,18.353963661445345,2.9727799664219647,2.8048903458082783,9.01193799043664,1,0,0,0,0,0,128,64,201.41008416501506,148.17049438923766,71.60576233035086,367.0572968838989,11.213167016810626,9.63635264043248,1,0,8.81038385398602,0,0,1,1,1,0,XXXConfid +5639,65,1,0,1,29.592164051714892,0,9.651056879159208,1.2662405492129536,0.54971246939445,4.7781640929881775,0,0,0,1,0,0,148,85,261.5095533451847,77.96823942913205,54.72808672347291,219.6923987584326,10.002861758980671,2.562758612264542,1,0,2.4076632420893973,0,0,0,1,0,1,XXXConfid +5640,78,1,0,1,23.855642550143926,1,17.671372107650434,1.4560800376006933,4.566921551109692,6.629945033749318,0,0,0,0,0,0,133,108,180.3943974568782,116.58640864860837,37.666529305008524,138.99673997464123,29.88009851458337,2.8231876468470682,0,0,3.5748416048607554,0,1,1,0,1,0,XXXConfid +5641,88,0,2,1,39.89086465467688,1,2.3095831760466856,2.24863540591938,9.422153514266263,7.891724319032644,0,0,0,1,0,0,153,65,259.0628099461999,185.3579073400975,61.56033139694258,361.8822426815062,28.78487144406215,4.903378813155054,0,0,4.475252925795623,0,0,1,1,0,0,XXXConfid +5642,90,1,0,2,24.556434234406247,0,9.708595628891786,2.137042995236232,3.7413814693845837,4.303359237585296,0,0,0,0,0,0,93,105,279.2572954812797,95.69688919995286,21.25895604604194,194.43846896952581,17.06319861527034,0.8626142069017118,0,0,2.4382372252720206,0,0,0,0,1,1,XXXConfid +5643,63,1,1,1,15.676665250103984,0,14.33626390034341,4.162451225670269,3.007280458319528,4.80781453691584,0,1,0,0,0,1,140,76,226.2371080928362,57.203455002733364,61.81682114517852,179.69835362397475,17.217987222474203,4.8735095961993915,1,1,8.340169896488641,0,0,0,0,0,1,XXXConfid +5644,63,1,1,2,37.66160001866009,0,6.700137157778587,4.6145911690517805,1.4959806519708996,8.525068185896796,0,0,0,0,0,0,146,109,251.35151534596105,164.37593548337077,72.22635643383329,146.3168266093038,22.339113641464863,8.177710434400353,0,0,9.105469776450798,1,1,0,0,1,0,XXXConfid +5645,90,0,0,3,20.742475601713977,0,0.6239971716277481,6.140243447117272,6.611484682351463,5.777911824962915,0,0,1,0,0,1,155,73,169.24126989367022,119.86707387920384,96.41759066678544,66.42712707634593,4.545883695555747,5.646271100225206,0,0,5.917484661746421,0,0,0,0,0,0,XXXConfid +5646,62,1,2,0,23.274425678387438,0,3.0393045383799056,4.47467436129884,7.253036818260595,5.811274245270045,0,0,1,1,0,1,116,94,285.57458169912513,59.09791921709245,27.918711458868035,164.99184928831386,7.220941362578905,1.8011203072780047,0,1,2.5067363969493703,0,0,0,0,0,1,XXXConfid +5647,64,1,0,1,35.69348165773876,1,16.667147354837986,3.121437826430821,7.8086021426320755,7.014581256824542,1,0,1,0,1,0,144,61,276.9980210215616,85.25470109287261,28.804612298237558,109.75755091669387,20.579181020179853,6.718784380450703,0,0,0.11567969447140558,1,0,1,0,0,0,XXXConfid +5648,78,1,0,2,30.844795008932493,1,10.518348759167484,8.760164644823105,1.0070421012023212,6.481819895802484,0,0,0,0,0,0,116,95,249.60733794938614,56.00776289612006,77.89548763270673,313.18326465340755,13.017392566288278,1.3853386100814202,1,0,1.419697935005353,0,1,0,0,0,1,XXXConfid +5649,83,1,0,2,33.71578494914033,0,5.333997479273327,2.8790898233905846,5.315590134474535,4.677768067235785,0,0,0,0,0,1,151,89,293.0482176805991,101.90186318259572,92.32822418748013,128.2755009145378,14.915309351212375,3.212675287805409,1,0,7.246234950171207,0,0,0,0,0,1,XXXConfid +5650,72,0,0,1,15.646296246208381,0,8.702076107231473,3.0428633551924134,5.079624418650179,9.485291834370148,0,0,0,0,1,1,144,118,222.09707329143401,122.26651954010134,72.16037102597724,336.53001286525574,6.972330055496169,5.32476812666742,0,0,1.8435227892636008,1,1,0,1,1,0,XXXConfid +5651,84,0,0,1,31.83738305458502,1,11.583039529344068,0.49471089659729905,1.714980321640861,6.6047862781985005,0,0,0,0,0,0,114,101,255.60720534087028,66.75783499140084,84.79272345197845,133.33971180342823,3.5729476004672267,5.268488104154422,0,0,8.657178471949145,0,0,0,0,0,0,XXXConfid +5652,76,1,3,2,37.264146193739336,1,0.28936022997718913,1.2160856841277767,5.185738605716991,7.8745729873956956,1,0,0,0,0,0,165,114,270.8778640454116,85.67109129299948,97.03112244045758,76.03170060157152,28.085507724937333,4.8944055430090465,0,0,0.2577534247361779,1,0,0,0,1,0,XXXConfid +5653,76,1,0,1,39.94632130092825,1,5.178040351083036,6.123442197542711,5.173989936060051,6.7059424051872805,0,0,0,0,0,0,105,101,193.6294473238479,168.2479110086589,41.79292322929092,356.00019835859,8.133150933756493,9.49578284841158,0,0,3.3918263589307496,0,0,0,1,0,0,XXXConfid +5654,90,0,0,1,22.594230774350596,1,5.562317170268822,9.531802430515246,0.3363878220204286,6.249780007770741,0,0,1,0,0,1,120,100,153.70334642601506,197.12306834705848,36.567191906205416,58.3326382721744,26.980844934676874,4.803596391412558,0,0,0.12368801102859983,0,0,0,0,0,0,XXXConfid +5655,73,0,0,2,26.765088176252107,0,17.360704763505083,2.6398072315499768,1.8235946625470933,7.031314608121779,0,0,0,0,1,0,113,105,165.12716817260804,61.82446433963935,95.01071695616352,208.4932922762612,23.282533916462587,7.21088079503343,0,0,1.3625395400013074,0,0,0,0,0,0,XXXConfid +5656,61,1,1,2,34.53149367560035,0,1.2961932804547405,9.174858668705308,1.656669055386255,8.791682775883908,1,0,0,1,0,0,125,111,185.30992431503557,76.33376185898076,35.97958095150417,64.99784929703657,1.930016299664602,4.990471400970517,0,0,9.856080019343306,0,0,0,0,0,0,XXXConfid +5657,66,0,1,2,25.826647925294502,0,11.14059253074412,7.776463792350073,6.032894447297656,5.847717113613551,0,0,0,0,1,0,91,75,193.77255751650586,75.08558848276469,75.19031621001433,316.2827343012341,19.833222417107855,4.961551261303814,1,0,7.504981564654302,0,0,0,0,0,1,XXXConfid +5658,65,0,0,0,34.361158952056954,0,4.0885441359296255,8.756897780434159,0.019939764044464292,4.680026668123419,0,0,0,0,1,0,103,85,160.20257858164138,103.7288156702396,53.67000387887587,132.0995311775583,5.509685301779813,5.930347568762469,1,0,3.9325660019526887,1,0,0,1,0,1,XXXConfid +5659,61,0,2,2,29.69277444573813,0,18.28662042065069,4.766424282118628,8.469109562678973,6.2256284985010995,0,0,0,1,0,0,90,73,262.07636579484745,70.1963306814451,96.4878202908767,90.42543192402886,7.7309867442744675,6.166035169412728,0,0,3.006527837730565,0,1,0,0,0,0,XXXConfid +5660,71,0,0,2,37.46255306355748,0,6.0917202008570515,5.016604240360111,8.700893301236581,6.835319874437981,0,0,1,0,0,0,159,102,206.62697418861973,117.30881793521824,79.60734330868905,59.38807265887595,10.532553946045006,2.89095995103977,1,0,0.8572824616286445,0,0,0,0,0,1,XXXConfid +5661,83,1,0,0,31.443368947999343,0,15.476363618749891,2.1777012209668234,1.85286219655186,4.526171083255374,0,0,0,0,0,0,102,91,272.87772786125703,154.8441521207767,49.42442121799657,61.1842056131899,10.378895049813318,8.788523226722315,0,0,5.864574417692193,1,0,1,0,0,0,XXXConfid +5662,83,1,0,1,37.69512551492376,1,12.8688861834485,0.7131356129911426,7.635747120066073,4.111105211646485,0,0,0,0,0,0,147,86,177.84965784003023,62.493275340867186,45.220254132004804,355.08174970720654,1.3365787773026339,4.546761638719454,1,1,1.8782213188570362,0,1,0,0,0,1,XXXConfid +5663,71,0,2,1,27.981423546916822,0,10.235514718861548,5.604943804008251,2.004545076866273,8.875351395792292,0,0,0,0,1,0,114,70,287.7851953206482,140.7627992158976,58.62119347582703,305.26455751886874,6.847749688279547,9.734455818360267,0,0,3.6878264318445844,0,0,0,0,0,0,XXXConfid +5664,82,0,2,1,28.491775368942527,0,1.8766084134299188,1.3678403846947151,0.4135057251248808,8.178018670499998,0,0,0,0,0,0,142,79,153.66368973120763,160.32385303071993,36.69531505792282,117.9799570316031,28.118348245653475,1.2677638274561764,0,0,0.6560607979085264,1,1,0,0,0,0,XXXConfid +5665,70,0,3,2,33.00015287539136,1,12.947821466899338,1.4604485918509968,2.97805217255057,7.3244757591674015,0,0,0,1,0,0,133,114,289.8907315098761,105.10222040078304,89.77828982708846,160.72068229763866,0.4435312884304543,1.3242879595157964,0,0,9.894221060323282,0,0,0,0,0,0,XXXConfid +5666,79,1,2,0,31.569574126588712,1,11.69590717235744,2.873365710059106,8.712837387346537,8.792508104306993,0,0,0,0,0,1,153,81,215.79255123430846,104.5323021463181,94.14552771863222,239.2292372109967,8.340569881847014,6.032089431468969,0,0,2.6354892895995006,0,0,0,0,0,0,XXXConfid +5667,65,0,0,1,29.02900867549836,0,7.241429209662247,8.593868033235687,9.871203035671478,5.105150994108211,1,0,0,0,0,0,166,115,162.69596783238788,138.9105910786796,93.12930301246138,243.99989419818345,26.41934121791852,9.013568649992342,0,0,1.287866236692039,0,0,0,0,0,0,XXXConfid +5668,68,1,1,1,18.765744900123124,0,16.88787854272892,7.388559374355905,2.747004732063305,7.909007191008074,0,1,0,1,0,1,178,101,272.1606779885496,56.2543395762998,82.49462123098466,54.925879691975474,2.5163485382532977,2.418483864589378,0,0,2.734100674190568,1,1,0,0,0,1,XXXConfid +5669,65,1,0,1,24.902348291876816,0,15.234631222231465,7.187936349728105,5.367797440849382,5.109117934065715,0,0,0,0,0,0,145,75,273.42137175909744,74.3601230798165,25.949395816300243,218.75281169485794,21.03388701878906,1.0231558290470777,0,0,0.36058428494575523,0,0,0,0,0,1,XXXConfid +5670,80,0,0,2,34.242050444765184,0,15.475525081901921,5.767185038715122,5.451478566679376,7.30257326905047,0,0,1,0,0,0,98,98,241.14105838806728,77.20716575118163,55.46784183166183,380.74575400372566,14.347568913850612,0.6185014066501937,0,0,1.5809308520360243,0,1,0,0,0,1,XXXConfid +5671,76,0,3,0,21.936674426348436,1,8.778611319252736,5.9605308772446115,4.362338469429082,6.967624202749258,1,0,0,0,0,0,174,114,256.0059238597767,82.21354904077624,64.96024849380666,277.57602118846035,8.77837332399178,8.990302338740687,0,0,7.675944542034894,0,0,0,0,0,0,XXXConfid +5672,63,1,0,0,15.214789409133303,0,16.636534028463153,4.907351133283441,7.6684351707834955,9.861298276352057,1,0,0,1,0,0,99,95,250.72715372808062,192.97196886120446,29.703842582114028,309.7967520540171,12.400720962438452,8.63859314495237,0,0,7.418992011850637,1,0,0,0,1,0,XXXConfid +5673,67,1,0,2,18.60876743180022,0,9.740162237003616,4.393379649892203,6.123152041451986,4.99584670593509,0,0,0,0,0,0,152,73,243.24329786042983,80.53184809562765,22.266972269247248,146.27890626828477,10.006516559608329,2.2115736568872757,0,0,1.1118863003024015,0,0,0,0,0,1,XXXConfid +5674,60,0,0,3,36.61833218687749,0,17.93924063193475,8.013897006538826,7.596331878268741,4.540265029135167,0,0,0,0,0,1,152,75,200.28902429018336,109.77896949645313,72.01565495335865,382.91825604918705,1.758375472980217,1.6485194806544967,0,0,4.218699744979966,1,1,0,0,0,1,XXXConfid +5675,77,1,2,0,25.977544620443705,1,12.837984718439689,9.392621593296601,9.73007666246428,4.572712253973821,0,0,1,1,0,0,125,84,214.5972238820048,76.45547286815727,30.005039650339853,60.04558216898248,2.7831357187007146,7.443298255703898,1,0,1.6285472068388596,0,0,0,1,0,1,XXXConfid +5676,72,0,1,1,19.133419306267758,1,1.1652850213710186,2.8742758414033,6.236340184656013,7.742131553716961,0,0,0,0,0,0,101,61,263.2693988436611,73.21405001714362,49.62285061333169,161.71355938239705,24.014534575888867,7.360158396110739,1,0,5.593977526231932,0,0,0,1,1,0,XXXConfid +5677,88,0,0,2,17.072275406848863,0,10.454666037958166,1.3295934961694333,1.325693361728223,9.018454937810393,0,1,0,0,0,0,171,81,198.14289704939705,137.8860678949573,23.46994139648217,117.43172612875595,10.682237309124616,2.7446460782559976,0,0,6.730764024808678,0,0,0,1,0,0,XXXConfid +5678,77,1,3,0,17.368801417987633,0,16.78625672349425,8.353497415566762,5.645010086023002,7.128500593527878,0,0,0,0,0,0,113,66,213.4194281128661,101.95864823609537,52.6694895347752,177.03998389731248,23.003491661099282,1.9709980407002525,1,0,8.048990029498249,0,1,0,0,0,1,XXXConfid +5679,71,1,0,2,15.008851181631059,0,3.169215288354379,5.86313241102526,7.920967524659393,7.6147662601440995,1,0,0,0,1,0,155,89,161.46372160154638,171.67200808082563,38.67511739203166,88.61972573640567,27.869323572922436,6.4265487577785425,0,1,4.1572105417114695,1,0,0,1,0,0,XXXConfid +5680,78,1,2,2,38.85745166979255,0,14.411179755828663,7.128369676095383,2.176695369219086,5.965032782076866,0,1,1,0,0,0,99,84,241.95638056146305,190.92506063007107,53.54587240430027,274.983039999369,25.629225726765515,5.290484488973835,0,0,4.116632670436507,0,0,0,1,0,0,XXXConfid +5681,85,1,1,0,19.1165360320033,0,7.61624272054404,9.928924365606228,6.705019140336854,4.469326874487087,1,0,0,0,0,1,107,67,231.70814212768065,94.74038557786173,80.56888267530137,137.6942425032962,22.13263527634238,1.7359271367653484,0,1,6.266509905309691,0,0,0,0,0,1,XXXConfid +5682,86,0,0,2,36.488707112142436,1,13.402046670031009,1.4225274829551149,4.491424350292878,8.51787958006197,0,1,0,1,0,0,112,66,246.60157041088573,168.82982995455868,72.07354465923457,88.5096270979293,28.623769151219587,3.2361521605252452,1,0,2.2847484584156086,0,0,0,1,1,0,XXXConfid +5683,63,1,3,0,39.77138194995395,0,2.358392846523001,0.37238155998130296,1.9069360763105903,4.834506159471558,0,0,0,0,0,0,97,78,266.64222939586443,156.35441890149286,71.4247390587151,308.89340469212243,21.675606184660793,3.293175186866711,1,1,5.0800345589868465,0,0,0,0,0,1,XXXConfid +5684,63,1,0,0,35.195904382607814,1,4.219251400524016,9.513502300837066,5.6945499853722445,7.538424951958757,0,0,0,0,0,0,143,91,258.46653046514945,179.38409295823655,34.59606335152075,56.07661513692508,5.159678359495797,9.115629717367433,0,0,6.865459785667754,1,1,0,0,1,0,XXXConfid +5685,84,0,0,1,28.903315578508803,1,11.312637084182311,8.669612338325837,4.018128237445468,8.239790398349125,0,0,0,1,0,0,177,74,243.37113233624223,105.74270503682297,40.232392202732896,376.8538887321977,25.164930120123742,1.5451503946080802,0,0,0.7107038950439204,0,0,0,0,0,0,XXXConfid +5686,71,1,0,1,31.206759629663637,0,3.8821590977174036,4.140712600006347,6.8566933194631385,5.8713958705707014,1,1,0,0,0,0,141,102,193.06194960621798,157.03641375129163,71.54522045783197,210.46518600349106,27.547577311185982,2.96518897519182,1,0,4.878135405802485,0,0,0,0,0,0,XXXConfid +5687,77,0,0,1,19.41193496423626,1,12.418372790533443,4.074434396963093,2.309486777354759,6.433805303754339,0,0,0,0,0,1,121,116,223.02814298219474,196.25327887152815,49.60814768327068,309.0615434207406,26.480491686705257,6.182360329441099,0,0,5.200744563485608,0,0,0,0,1,0,XXXConfid +5688,89,0,1,3,39.57009931082165,0,1.5767002268634478,5.712013600861365,1.0261379410579274,4.6702439069088895,0,0,0,0,0,0,155,99,161.70454926680517,112.30173441850965,81.53576130214955,316.7248600452612,9.327921971485333,0.29348976542175387,0,0,1.30729528674566,0,0,0,0,1,1,XXXConfid +5689,72,1,2,0,29.71367988255355,0,6.865473923649046,7.977536489091152,7.994242657762771,7.70854473587723,0,0,0,0,0,1,131,61,297.9111512279087,67.15097962063398,69.8722705134401,88.12184343994048,15.865908441326535,1.8616796030030047,0,0,5.754572221718115,0,0,0,0,0,0,XXXConfid +5690,67,1,0,2,15.573440839223249,1,18.707740974433694,8.890187352762858,1.6339093186419895,4.759863518991117,0,0,0,0,0,0,141,79,157.67126645606587,115.6381302471125,72.58412614266351,102.33978691960306,22.933524993807342,4.961056582515116,0,1,9.257957076223853,1,0,1,0,0,1,XXXConfid +5691,78,0,3,0,27.040867144479236,0,8.022735331113617,4.06144536579229,2.8768602031293034,4.016066782205513,0,0,0,0,0,1,163,80,225.27684736061525,84.92061007801905,81.51618378449169,300.9369555717785,26.58384388644669,2.5125970833105846,0,0,3.8098338995188827,0,0,0,0,0,0,XXXConfid +5692,86,0,0,0,33.931773260592024,0,13.80228727730595,7.12127797149618,9.812899217396671,8.665080622821488,1,0,0,0,1,0,113,74,286.69464731911506,105.2519013982249,57.52468746643666,287.9681220896824,9.638056574644253,4.207755956324558,0,0,4.672518413764985,0,0,1,1,0,1,XXXConfid +5693,85,1,2,1,25.390426236448675,1,18.83996700422392,4.201621013795379,0.35273278798104046,9.554517148749419,0,0,0,0,0,1,125,97,188.59251556330665,141.16957484478633,42.46753850556445,319.9641512008963,27.866768090342802,7.314059626004647,0,1,3.402694518587568,1,1,0,0,0,0,XXXConfid +5694,60,1,2,2,34.18425775168092,1,17.279520951650206,2.266105742394492,5.424595028284543,9.293329015108887,0,0,0,0,1,0,104,67,212.8764667939184,62.506358809649754,53.621193695621486,247.01103236160804,9.547692311893352,3.0730857437803563,0,0,1.7107549045957382,0,0,0,1,0,1,XXXConfid +5695,61,0,0,3,36.412321657717285,0,8.241659205149965,9.503743628297228,5.873898985432833,4.052766198890813,0,0,1,0,0,0,125,115,164.67869582987532,86.78400160598596,40.17017264156146,344.2135302692709,18.44771984308527,3.042037444353812,0,0,0.45609760861131776,0,0,0,0,0,1,XXXConfid +5696,88,1,1,0,17.615689420796112,0,14.259640008274129,3.4664691002931414,9.95183644249738,8.101374198280025,0,0,1,1,0,0,138,90,184.54404775851276,75.72592662481307,57.86405571850665,259.06716589015934,6.109392137414976,7.363316704790685,0,0,8.49804264052301,0,0,0,0,0,0,XXXConfid +5697,71,0,0,0,37.88382820070184,0,6.185814194197654,5.0370432443592446,3.2814904949932533,7.977523565182737,0,0,0,1,0,0,137,82,272.0460314689044,120.2178968153499,91.01445764550634,358.4419286229435,20.947233271048617,6.789160303572961,0,0,4.349303978941842,0,0,0,1,1,0,XXXConfid +5698,75,1,1,1,28.14554106112066,0,14.687081303544712,9.362816036785777,6.8919557049258104,4.2378872052258885,0,1,0,1,0,0,138,99,177.51930711050028,57.71849801779314,54.90224515219671,183.75203421510028,1.338835881522381,9.562562427832155,1,0,2.540360629288163,0,0,0,0,1,1,XXXConfid +5699,70,1,0,1,25.476537624875142,1,19.016450469092163,4.463489489614428,5.944252739786585,4.4438304023871344,0,0,0,0,0,0,97,101,212.18868657807536,75.92720328604777,95.26949345386015,265.6033704940236,12.694566276785288,4.5736992696571175,0,0,3.5633741986620904,1,0,0,0,0,1,XXXConfid +5700,71,0,0,2,16.496328807994924,0,11.643087587350136,3.974651902345745,6.461333904346765,4.409469111618898,1,0,0,0,0,0,155,81,159.98075596054613,103.12956955449707,52.30439698464601,74.41424878971664,4.862269606602448,2.4714083258654886,0,0,9.788455762694795,0,0,0,0,0,0,XXXConfid +5701,71,0,0,1,39.561281241905284,0,10.846792271778229,8.132315748210864,4.197591157760292,4.421060941087176,0,0,0,0,0,0,167,108,236.72325947154297,184.9886979835923,26.124722727548928,326.54575093385944,24.60945982795826,4.011464917086004,0,1,6.501176447212728,0,0,0,0,1,0,XXXConfid +5702,90,1,0,1,27.27634952322642,0,3.2436411713584423,5.812113375853834,1.8067048735957092,8.167113068353107,0,0,0,1,0,0,124,90,251.38712501120762,197.97189824857966,96.81871180167276,219.09588033264095,13.137935189245429,3.9116211255757536,0,0,5.468883029040461,0,0,0,0,1,0,XXXConfid +5703,81,1,2,2,36.7226356781281,0,13.946654531738407,2.608986318625589,0.48846909378466474,4.055860466284014,0,0,0,0,1,0,169,105,185.62844799906475,138.97208627087565,96.02970737236876,67.02064595943818,12.346493525511201,8.135323631624143,0,1,7.0390784272392715,0,0,1,0,1,0,XXXConfid +5704,75,1,1,2,16.043673616562916,0,5.249856565687132,5.976035171505103,5.501937121903709,5.290965060897756,1,0,0,0,0,0,164,97,291.49028105901175,139.78890660122534,21.722791228833565,259.24748130693376,11.488354898170929,3.133684627298383,0,0,5.654017898841847,0,0,0,0,1,0,XXXConfid +5705,71,1,0,2,18.507919797430652,0,18.384383445085575,7.154671152728996,0.1267949230385157,4.492151847247564,0,0,0,0,0,0,98,70,290.2130071387635,69.28716111951388,66.97531491145386,178.05635312411414,20.822000746149385,8.667521359715916,0,0,1.196683860310529,0,0,0,0,1,0,XXXConfid +5706,72,0,3,2,31.35492004079278,0,10.322987707445193,8.085569903244334,6.246485616697946,6.428606084072787,1,0,0,0,0,0,116,67,294.74104061263887,153.2194997300405,36.08097723910696,360.45810013513926,13.797765263179114,6.017521312813512,0,0,7.949166895257873,0,0,0,0,0,0,XXXConfid +5707,60,0,0,3,28.933154735249033,0,9.670526564476932,6.013416678862678,2.999944361235105,7.33092388744233,0,1,0,1,0,0,106,98,157.21173072754362,109.29023276462469,30.061112421915972,326.6338748593263,13.02629087368111,2.7675629524301923,0,0,6.9438967545073735,0,0,0,0,0,0,XXXConfid +5708,68,1,0,1,34.141863315963946,0,4.1074279905066895,4.709980878627911,2.2602794737234557,7.756871656789767,1,1,0,0,0,0,126,69,284.3998268197523,187.71786812616392,76.20495273302183,121.3975458148101,1.9264499777833655,4.331170970374948,1,0,8.386887745307174,0,0,0,0,0,1,XXXConfid +5709,78,1,0,1,32.93303084867942,0,2.3834795916463647,3.9604689830607342,0.6948691180935529,5.04422054305164,1,0,0,0,0,0,157,109,165.64126220576355,87.91190727924103,42.808678501142396,123.76415279967587,14.194315636242528,3.1632433293081332,0,0,3.172298188255296,0,0,0,1,0,1,XXXConfid +5710,85,0,0,1,27.175385283729085,0,6.0398575461302855,1.9353046154033193,3.019487238881098,5.479943273667016,0,0,1,0,0,0,130,106,287.3508200948585,96.46625709859725,91.8955009467179,74.54809064211561,6.734729589521372,7.013687138895892,0,1,8.001989599642588,0,1,0,0,0,0,XXXConfid +5711,64,1,0,2,30.14182717688382,1,7.136677853878086,0.8101407818987472,9.129962161615003,7.062461786397556,0,0,0,0,0,0,156,78,166.71096148716984,176.37499947123905,54.57664858752239,250.63979256715763,4.9812850785684395,4.341524348515015,0,0,9.462566405109719,0,0,0,0,1,0,XXXConfid +5712,90,0,0,1,16.350611039280928,0,10.346488906512175,5.19304117784595,7.810721390490102,4.120119225647423,0,0,0,0,1,0,165,102,215.33959874347693,173.446491434763,74.4144867916965,360.78288126007254,14.676712408012202,3.1426646813503334,0,1,0.19430284015644728,0,0,0,0,0,1,XXXConfid +5713,70,1,0,1,21.69863677905872,0,19.33007667012571,4.239994368336549,0.6227284712519809,8.194751549722888,0,0,0,0,0,0,161,77,200.951941894087,134.96819689968987,90.3302952171219,340.0256238005198,6.2891767497284565,2.853424907370523,0,0,0.3316696964244137,0,0,1,0,0,1,XXXConfid +5714,89,0,0,2,26.46129954386825,0,7.848116761013335,4.801356811511221,1.4835060115719323,6.238171767520544,0,0,0,1,0,0,159,63,157.80565235720118,101.63832795025195,53.22610346775886,267.8157626006872,7.109973860538977,4.170526842405024,0,0,3.2847640110445453,0,0,0,1,0,1,XXXConfid +5715,90,1,3,2,28.251751256089847,0,10.00635641331968,2.412698228930407,0.8394242331969104,7.683895619074653,1,0,0,0,0,0,115,90,192.81540763090837,151.62104441905888,46.27730034317111,357.63620914707343,13.510722577132565,8.552011907533299,0,0,5.307498014208514,0,1,0,0,0,0,XXXConfid +5716,87,1,1,2,37.21763367866454,0,7.3616178193774235,7.365872094445947,5.111504057983027,8.099755160573377,0,0,1,0,0,0,174,60,164.51226808472381,125.89327778786267,50.19733923612624,90.87877230557513,11.653116238496148,3.589590943708252,0,1,0.38800145922590734,0,0,0,0,0,1,XXXConfid +5717,72,0,2,2,32.282174699127275,0,5.0496449591767,2.41459546949228,3.819780733223314,7.78472653287676,0,0,0,0,0,0,136,95,274.23981976091864,66.13506089721274,94.73401160440298,76.17064459109284,8.706578698737511,4.355715570324147,0,0,6.352922093403478,0,0,0,0,1,0,XXXConfid +5718,80,0,0,1,22.03161132314471,0,19.556822524160214,6.96313118493415,9.465376553062598,5.595907812614986,1,0,0,1,0,1,130,65,189.84811117908586,90.39172207643978,21.94111974400475,110.54123567393262,25.519035940778075,2.003966731424429,0,0,9.45561345932268,0,0,0,1,0,0,XXXConfid +5719,89,1,3,1,38.866212484431216,0,8.62455412820935,9.869696559439777,4.370038389145444,6.899845630860306,0,1,1,0,0,0,111,117,273.071990019359,193.69538244807828,28.369517626298997,129.17800710800537,14.116927960911077,0.10685809137062074,0,0,1.7179200384224569,0,0,0,0,0,1,XXXConfid +5720,64,0,0,0,31.109093668805027,0,1.4958566631427428,5.157688950915292,7.72734491317692,8.737382057299495,1,0,0,0,0,0,108,87,160.74137914793698,123.16496245642013,55.92802523801791,381.78904024090906,20.690849125050093,8.31063602580892,0,0,5.214497862587736,0,0,0,0,0,0,XXXConfid +5721,83,0,3,0,29.032199332283287,1,8.48490417520182,3.734992139648916,2.316498367548321,6.543544992411983,0,0,0,0,0,0,131,119,236.88403662352783,146.83019803846932,52.41565275219933,122.78239959975376,5.519691223935375,7.546981307526927,0,0,5.339308027547495,0,0,0,1,1,0,XXXConfid +5722,70,0,2,0,28.467001908069143,0,16.85820080766844,0.9735527398279908,2.2029881410824004,9.81333776860453,0,1,1,0,0,0,136,98,183.8440010150194,63.43693349526,25.24745465399649,280.24645487634893,15.347676287848794,3.418394699921532,1,0,5.53104004614789,0,0,0,1,0,1,XXXConfid +5723,81,0,0,0,34.046496482592275,0,4.870626248981729,1.8930300402535394,7.642268087736467,4.594391080848116,0,0,0,0,0,0,131,75,226.4072442868134,122.07270933620917,77.08802794212858,126.87256361944102,7.705018632483763,9.520988331405968,1,0,3.98200759396563,0,0,0,0,1,1,XXXConfid +5724,80,1,1,1,37.54179770228564,1,12.336855221666159,7.559450913539037,1.010828496587075,7.890398527932765,1,1,0,0,0,0,157,115,234.2074638972307,97.67740029171179,59.76823749767153,380.2928414233841,4.777993800490861,9.093621477998234,0,0,6.950829420744659,0,1,0,0,1,0,XXXConfid +5725,76,1,1,3,18.619350509390554,0,9.633142424434503,4.143382629028379,6.380968860959708,9.988587669435342,0,1,0,0,0,0,178,79,217.5553084184425,159.69178613679446,83.02404251834793,76.5656773880903,22.92461584269124,3.688593922029674,0,0,4.223520680203993,0,0,0,0,1,1,XXXConfid +5726,90,0,0,1,39.99276746402374,0,17.542214788572515,2.885512802347555,6.519603063148637,6.80615707273905,0,0,0,0,0,0,165,117,279.3821423175756,127.03395868689931,76.75423136076621,271.0146751107367,10.579319748681959,2.248835669164709,0,0,2.9550347991655803,1,0,0,0,0,1,XXXConfid +5727,60,0,1,1,38.63667912563096,0,15.602572178410819,4.1189064230079815,4.621664013017548,6.317163177623003,0,1,1,1,0,0,178,61,237.61518433384143,194.84011023518784,56.77279663110163,309.6200051078529,0.7928923960232037,6.405195750607929,0,0,3.852631191043013,1,0,0,0,0,0,XXXConfid +5728,61,0,0,0,19.095537449887782,0,3.73213162208601,0.3702710381690222,4.1254690164393715,5.113516218482507,0,0,1,0,0,0,171,115,202.30343707962012,128.5558739473189,67.64883650716929,119.33435435927598,4.9507166456499005,3.180402731598926,0,0,4.426613905824562,0,0,0,1,1,1,XXXConfid +5729,73,0,0,1,19.060665024604834,0,19.57759110365766,9.290182115316902,6.155533625692455,8.472929252349832,0,0,0,0,0,0,160,83,297.5051577254536,187.7576842406886,87.35136561809448,154.62245062692904,10.811238697003482,9.013686448833635,1,0,6.166283278363618,0,0,0,1,1,0,XXXConfid +5730,75,0,2,2,32.881834811467144,0,13.294171120864192,4.935878686450636,2.523134895097452,6.622399888603911,0,0,0,0,1,0,152,91,239.10170608881833,163.88633992909834,68.25215942028963,395.257565146653,23.69120360380844,3.6569252756172754,1,0,6.036037657586231,1,0,1,0,1,1,XXXConfid +5731,75,0,1,1,21.35319172229446,1,5.929705677918832,9.519568590941411,0.014332337874297663,4.01153788071276,0,0,1,0,0,0,153,100,173.80966383402796,93.44426014076976,74.28346589311376,270.69910257633956,25.874203038912025,7.423696157284148,0,0,1.9475246059653095,0,0,0,1,0,0,XXXConfid +5732,79,0,0,1,37.931855072841515,0,1.805132011549293,2.901622117834174,1.637303961272697,5.875851902792962,1,0,0,0,0,0,177,62,228.50704724241677,50.793086546368755,40.716017202992575,98.05987107766555,15.230459451227485,3.7214566672563274,0,0,3.9627794242175285,0,1,0,1,0,1,XXXConfid +5733,85,1,0,2,34.020749021756224,0,8.93912892184508,0.577719750411404,1.8460914717369348,6.373143433413701,0,1,0,0,0,0,144,98,180.19261254465408,175.6571004259643,39.10121999382392,390.16222945414563,29.503828613310205,4.8240683329418355,1,1,2.172921541033288,0,0,0,0,0,1,XXXConfid +5734,68,0,0,0,33.929723657987935,1,3.68408058326003,5.8224222705560145,7.6026069553167455,8.440609586210584,0,0,1,1,0,1,125,117,241.0246223815805,195.62668490197171,37.03786975335384,274.3219920674526,16.955433532856283,2.1913865043182943,0,0,3.9782653562256085,1,0,0,0,1,1,XXXConfid +5735,87,1,0,1,15.413378656856752,0,7.545187798037631,1.8062195550049331,5.902405410734182,6.48722504771386,0,0,0,0,0,0,110,91,244.1887383397175,76.35995682637977,42.05044298863528,172.36797918662992,10.424356924346593,9.395739124873339,0,0,8.515630961820603,0,0,1,1,0,0,XXXConfid +5736,70,0,0,0,19.661953192443512,1,13.475832427743185,3.093671617076923,5.141619213666174,6.4761665458765885,0,1,0,0,0,1,143,66,201.60935377826038,143.00194415938972,40.25805571305952,170.43488561924102,3.59902786799735,2.4322339561388384,0,0,3.464816455107119,0,0,0,1,1,1,XXXConfid +5737,76,1,0,2,37.39770942152376,1,6.704213070774148,8.208095893751231,7.710565066265462,6.2711102538929975,0,0,0,0,0,1,104,111,228.72731847405203,135.02229180202903,51.56601797231879,382.40656279355846,28.481850693672097,4.754372534207424,0,0,7.931245794851366,0,0,1,1,0,0,XXXConfid +5738,84,0,1,1,19.095327305640755,0,8.212874422679423,1.2873522942775184,5.538986868877625,6.098727888017167,0,0,0,1,0,0,95,88,203.35416912525255,145.33807890090947,32.89647607846008,345.31934796646846,16.153098288536594,6.603604467475892,0,0,1.9358843278297666,1,0,1,0,1,0,XXXConfid +5739,68,1,1,2,35.03534134045001,0,5.48418149100288,3.0036837762266657,4.196461115328908,5.8695354493336875,0,0,0,0,1,0,116,97,154.88783236628228,110.89064097947495,40.0452348515844,61.53225634521161,7.089850569924019,5.272278124878305,0,0,3.559273860604044,0,0,0,0,0,0,XXXConfid +5740,67,1,0,1,25.81756878961191,1,18.026840967678368,6.859666370513507,2.9918685861407,6.870866839265467,0,0,0,0,0,0,171,67,282.2693501139977,150.64026683730464,86.27966961941374,297.2947811593069,29.040473672063396,8.164921445332272,0,0,5.09758522572624,0,1,0,0,0,0,XXXConfid +5741,68,0,3,0,37.658946784647554,1,19.921389522965523,2.467033296987019,4.0800881892605645,4.0234465708388925,0,0,0,0,0,0,170,74,255.76227085670678,77.95387329825147,38.4055359095537,334.5333287655113,20.835337109390345,2.198003970228072,1,1,1.160163864333108,0,1,0,0,0,1,XXXConfid +5742,81,1,1,0,18.532037801232903,0,16.99566025914546,2.3810066403329055,4.418764734762184,4.45750932141976,0,0,0,1,0,0,101,107,274.1752215950753,78.39963572222213,26.18403496428458,135.49254952656824,9.478672769910457,1.3620788574204357,1,1,4.526962681044417,1,0,0,0,0,1,XXXConfid +5743,80,0,3,1,20.49630030208173,0,11.124936266597384,7.4554337532063215,7.5772918622124905,4.787268358239647,0,0,1,0,0,0,160,92,278.3838230612157,179.02309850358117,36.60743636762126,388.26897507297076,12.501177081797763,3.2106313181664294,0,0,6.497650701181094,0,0,0,0,0,0,XXXConfid +5744,89,0,0,0,21.404464485191,0,8.846157001262199,9.550666732166961,4.752064286083295,9.205138196200648,0,1,1,0,0,0,91,78,257.19421525132964,128.9791475917376,61.5568717395933,342.68064660556036,19.72135908832015,1.9218196519281439,1,0,6.332008419912843,0,0,0,1,0,1,XXXConfid +5745,90,1,3,2,36.46374793044537,1,0.6786609673555599,2.5732991710669872,4.426083147218157,7.688932274792897,1,1,0,0,0,0,130,76,243.75431081549777,128.20535345797435,61.86710985778605,348.1830128196652,11.431850854936151,9.986410313109603,0,0,4.2893688401921715,0,0,0,0,1,0,XXXConfid +5746,70,0,0,2,34.183661724970726,1,1.195681057491147,6.248471434728604,9.14090882920515,5.4140845273990905,1,0,1,0,0,0,169,119,159.0469706328236,75.38397510964342,71.57851530864093,112.81436668711007,15.684809405340074,5.8136226546589045,0,0,9.158293957063691,1,0,1,0,0,0,XXXConfid +5747,83,0,3,1,32.98009066467834,0,18.802520586604324,7.427898828075353,2.2808092181568673,9.815333278990973,0,0,0,0,0,0,98,95,248.22778465249246,183.34066900672556,76.83993571692365,252.43478134403205,13.331885983223646,4.044084805931519,0,0,8.797415398552129,0,0,0,0,0,0,XXXConfid +5748,60,0,2,2,23.125277387034227,0,16.41112945829874,8.740492078505138,4.9427649296156915,9.88237195631753,0,0,0,0,0,0,144,118,258.7986894845115,181.66180448558327,76.00910081997772,217.65240661974113,27.097930079927533,0.044970704200245626,0,1,5.168955511593846,0,0,1,1,0,0,XXXConfid +5749,71,0,0,1,36.57173451380533,1,11.23612127146361,2.5352187650830094,6.444034067071431,7.266739862673438,0,1,0,0,0,0,179,112,228.15851733745112,180.7575545252629,30.084911824392513,99.14224697601247,4.0527290113099355,9.017970004774977,0,0,5.4725855827749745,0,0,0,0,1,0,XXXConfid +5750,82,0,0,2,17.84494583454638,0,16.24136493050904,1.11271188593705,2.2178759460182693,8.14331812554138,1,0,0,1,0,1,178,80,221.10207500743843,139.76549812682993,76.95614121889975,165.62525347800735,5.253406942215496,5.704970291971176,0,1,7.053501822707355,1,0,1,0,1,0,XXXConfid +5751,74,1,1,0,31.53181622652717,1,14.545212746819558,6.727399160930233,4.883257980629031,9.599762582417156,0,0,0,0,0,1,130,77,224.85991330061984,53.192800706737145,57.19533904378739,80.25464676658208,16.98120308684893,3.3211423932286053,0,0,3.1356840884894366,0,0,0,0,0,1,XXXConfid +5752,77,0,0,1,15.418517395430884,0,13.299333237246401,2.163622955016231,0.30176903357228224,8.149686958573701,0,0,0,1,0,1,160,66,259.32863668001715,83.18313096893728,83.91798871390256,282.94431151741526,19.270930457378697,4.309641892867439,0,0,4.419818224591672,0,0,0,0,0,1,XXXConfid +5753,74,1,0,2,16.139575887476735,1,19.59248307576726,7.085733564887027,3.051825408790747,6.968545734425285,0,0,0,0,0,1,171,109,262.2489389391211,179.96827000859022,56.76189624321803,99.48743093846662,7.4174845367840945,1.8034881895975619,0,0,7.357099751597377,0,0,0,0,0,0,XXXConfid +5754,70,0,0,0,35.39599707960483,1,14.544335883169822,8.358991516302334,5.266309450205241,8.479037001790399,1,0,0,0,0,0,113,103,170.5605909988535,155.91035384564003,55.58467869097821,398.2774425251496,5.382130834018353,0.43268834579309856,0,0,4.381495540753045,0,0,0,0,1,1,XXXConfid +5755,80,0,0,2,20.287549186791612,0,17.75097268942264,2.448712120882716,8.650402772318417,8.188469574806277,0,0,0,0,0,0,157,83,274.70023849753414,79.3902085988582,62.28148139992485,59.23415710885785,25.929651524215533,0.9336948605452267,0,0,1.6094004131652029,1,0,0,0,0,0,XXXConfid +5756,84,1,1,1,19.151933955347488,0,1.2996860965818735,6.3239895264685035,8.622826587509884,7.850919107991995,0,0,0,0,1,0,130,78,271.8246591069959,182.81153589961528,50.034535731724375,58.45062134820762,5.090295222629441,4.712646906718977,0,0,8.435555769082017,0,1,0,0,0,0,XXXConfid +5757,84,1,0,1,29.514923854558752,0,11.625875884905334,8.006692184783526,8.732585918764496,8.34442349293782,0,0,0,0,1,0,143,115,228.2852771635737,84.53043342613677,67.73609392227432,116.15365261054598,9.060650682994183,8.589320049201461,0,0,7.876961245766951,0,0,0,0,0,0,XXXConfid +5758,73,1,1,1,34.07861758322048,0,4.385438561629263,6.149962889890229,0.28787810695827143,8.167224935713888,0,1,1,0,0,0,95,82,174.90815340385768,196.00674804752742,63.775049328652344,248.67987312306596,18.89970552192326,4.5859887548548715,0,0,1.9823996272374678,0,0,0,0,0,1,XXXConfid +5759,73,0,0,1,38.31339292415885,0,9.865982835039603,8.742010496098773,5.148624631554696,7.766716998870116,0,0,0,1,0,0,98,80,240.83229046330712,129.64557073152417,21.959315135565536,172.41182279222352,7.031861467895487,9.902168068326864,0,0,1.264265120913599,0,0,0,1,1,0,XXXConfid +5760,65,0,1,1,22.31969523338526,0,18.672658876806448,3.211644623811382,3.329025802580884,4.002628659826611,0,0,0,0,0,0,174,96,247.79138847456665,132.89011766095183,26.844305239759887,347.97669256250015,10.506677645375538,3.8755829420636134,0,0,9.447369862456519,0,0,0,0,0,0,XXXConfid +5761,60,0,1,0,18.21228393001079,0,9.682091196980123,7.758265977497131,9.241053848361535,9.308076318688823,0,1,0,0,0,0,156,90,208.06713712023478,71.38843886250856,28.771571946556477,242.25877407100035,17.08630679363512,7.799388191639388,0,0,8.208136358095379,0,0,1,0,0,0,XXXConfid +5762,69,1,3,0,33.51332525664202,0,19.912189363784584,2.0299248081886834,9.152817694176214,9.252275424537746,0,0,0,0,0,0,152,71,192.88200609573022,78.61851476084946,50.47950160731713,285.41614054341244,23.36110648757268,7.896523507637937,1,0,8.866403852019717,0,0,0,0,0,0,XXXConfid +5763,82,0,1,1,23.497268878075662,0,9.35586540910868,4.840445303391818,7.361853464463094,9.654730867585602,0,0,1,1,0,1,148,64,200.34215741590646,55.818590144503546,65.2436000288047,105.75737475083663,19.282548457978656,7.031316920080925,0,0,0.4474580203435985,0,1,0,1,0,0,XXXConfid +5764,60,0,0,1,36.58037687212922,1,1.8690694936520447,3.4609833738478715,2.0788989768578245,9.530779044955722,0,0,1,0,0,0,178,99,279.5626339349677,106.07736744437803,21.393759747273833,120.26920297957105,0.05062351247050567,3.1090116413084656,0,0,2.2590810320078836,0,1,0,0,0,1,XXXConfid +5765,78,1,1,1,36.279747257449415,0,4.342556265645577,0.36249447996241413,3.7541548431838025,5.132171303098438,1,0,0,1,0,0,151,104,210.21215995784848,59.607548513262664,65.1402529120177,256.1242891526714,9.14951605007192,2.8031209622719135,0,0,8.80307746498129,0,0,0,0,1,0,XXXConfid +5766,69,1,0,0,20.79148911300796,0,5.610159870462821,5.680289319546912,1.3613751442971633,7.389551002788378,1,0,0,1,0,0,154,93,299.873258710394,164.45264782421768,62.75736683500456,80.48509266795726,4.8241010988819175,8.981848014724928,0,0,9.191897455981078,1,1,0,0,0,0,XXXConfid +5767,74,1,0,0,30.20008894621065,0,15.760783594760985,1.314587445637131,1.703070981435716,4.915650920807823,1,0,1,0,0,0,161,70,221.28444321890566,133.20298495332287,65.02153259370752,346.4382384267842,5.836522694637733,5.880367565254076,0,0,8.007066435062118,0,0,0,0,0,0,XXXConfid +5768,60,0,0,2,28.58619564188164,1,11.441628444995477,4.884948739158331,3.4525444983793863,4.892764897298774,0,0,0,0,0,1,155,103,218.67039423798317,135.35312668708207,38.056622489490124,76.43884206013558,16.087511665911975,8.984157874535484,0,0,9.016823209026361,1,0,0,0,1,0,XXXConfid +5769,81,1,0,0,34.641073072678054,0,7.383102815437037,2.4734794242300917,5.280583737322621,9.015089324875834,0,0,0,0,0,0,97,77,264.9506625237702,192.41918700900644,78.65541445221496,242.22513772549985,9.994136653198568,7.191480958746204,0,0,3.389056210188348,0,0,0,0,0,0,XXXConfid +5770,69,0,1,2,29.68405070404888,1,1.8021176620479862,3.4264987946696426,0.05699304877042288,8.241117750836409,0,0,0,0,0,0,136,71,296.16436010308166,72.32403082073532,42.8443117004721,52.387140919908916,5.7320697638421585,0.915427400211376,0,0,7.55026311038396,1,0,0,0,1,0,XXXConfid +5771,63,0,0,1,19.10270503305134,0,18.791887946762028,6.268881160592418,7.275461688421732,8.437226317815377,0,0,0,0,1,0,159,116,213.82614729421368,142.69216482475127,22.834412391145715,319.7679285771335,16.46784475478036,4.039392038684209,0,0,2.6879011796270147,0,0,0,0,0,1,XXXConfid +5772,81,1,0,0,37.76788735042888,1,11.977079788706114,0.003616016826019086,9.1897143423182,9.008648798914805,0,0,0,0,0,0,138,86,196.96385569141918,97.59843599248607,90.40994241889996,213.23993000902004,17.7102141861483,0.08284014301551568,0,0,6.651332868761345,1,0,0,0,1,0,XXXConfid +5773,90,0,2,2,22.18984179259421,0,14.640250770603805,6.858580133702702,1.01905786202246,8.905149315573373,0,0,0,0,0,0,106,104,226.8684299830121,124.2847070022139,95.16984564496097,332.3189274685779,8.726399214846053,9.486589713640987,0,0,4.964513936875362,1,0,0,0,0,0,XXXConfid +5774,69,0,0,2,20.61145437720073,0,14.07951070115817,2.8958246324912484,3.1672065941950676,7.605905801697563,0,0,0,0,0,0,154,60,216.90048232034752,78.74979197044573,54.37914771738235,292.2452018792121,0.5965009584836034,7.25310870664442,0,0,6.303597910418732,0,0,1,0,1,0,XXXConfid +5775,60,1,0,2,27.191345750515474,1,9.281741686212733,8.509432930002665,8.552217887981705,8.367090063704959,1,0,0,0,0,0,179,70,283.9081345253464,145.19458520676443,32.256335368950445,311.6399104674916,8.056897613778109,4.4380885068702804,1,0,9.298841102466062,1,0,0,0,1,1,XXXConfid +5776,77,1,1,1,27.390979759194025,1,16.915396689159913,8.054228467102027,8.994876654180965,4.809943326712961,1,0,0,0,0,0,90,101,219.78699384255503,159.46138489180953,32.58587625015303,294.3223144222098,17.983823676206597,8.981968515542748,0,0,0.90130807783941,0,0,0,0,1,0,XXXConfid +5777,66,1,0,0,28.68552863901433,1,7.5433951622890705,3.080343333370641,2.005503455029598,8.461638499701264,0,0,0,0,0,1,102,100,206.76181941940254,179.74001358719,27.14644410098667,137.27447094841813,29.32927277855721,3.6401519285804937,1,0,4.297444384892007,0,1,0,0,1,0,XXXConfid +5778,80,1,2,1,32.42365916947407,0,19.299608311117748,3.582617112628228,9.481088224817082,5.957165477042924,0,0,1,0,0,0,99,112,257.5382803745051,128.6603062766901,24.565067446636107,85.1918027228186,6.715410005053405,2.499817479189973,0,1,0.3877334990112924,0,0,0,0,0,1,XXXConfid +5779,60,0,0,2,20.91363804474943,0,4.511577944265712,7.104289679889135,0.6853969972451801,4.3234453704911875,0,0,0,1,0,0,129,89,230.31302922200013,88.54438747812097,53.918323379546116,397.9821089822823,9.534764290907852,2.142281239968801,0,0,7.080545014704304,0,0,0,0,1,0,XXXConfid +5780,87,1,0,2,18.378521675796083,0,4.595119559268643,2.022351847557319,8.84453582186882,7.990831377164303,0,0,0,0,0,0,178,107,196.34837929030942,140.70340853706125,65.97793762854093,240.37639516029463,7.807172879403369,3.5863602991117194,0,0,0.32074583611326424,0,0,0,0,0,1,XXXConfid +5781,83,1,0,1,17.24297741703285,0,18.38269134700188,5.081749647958035,1.959823248750957,6.122846144216855,1,0,1,0,1,0,128,110,246.23358799552227,154.8683740608276,39.061704190623146,258.32898523990104,23.451928090183447,2.9876064740158004,1,0,1.0709929636592508,1,0,0,0,0,1,XXXConfid +5782,87,0,1,1,16.716257949929606,1,13.484548880025136,5.481441292079112,1.5707012895511319,6.992348496268592,0,0,0,0,0,0,162,61,175.94626244986105,65.08905633684779,28.03271498765077,78.38207383757981,13.869680275676208,3.469825056230549,0,0,0.22609887489650538,1,0,0,0,1,1,XXXConfid +5783,69,1,2,0,30.677631287197293,0,0.43717085994511073,2.068110817046133,7.205285573084986,4.822632425909297,0,0,0,0,0,0,168,118,213.1229601859731,127.83247431586676,21.767351988553223,179.5382787111641,18.52243170550505,6.197277133391116,0,0,1.0730169385396182,0,0,0,0,0,0,XXXConfid +5784,88,1,3,1,17.860838604464693,0,3.4788927896827437,9.98408954063349,9.85982518455285,9.335221777313052,0,0,0,0,0,1,179,110,169.88094983819528,146.526115001186,36.39769250963962,160.3447453823654,0.6315531095573423,7.357503947250809,1,0,4.0509805274653745,0,0,0,1,0,1,XXXConfid +5785,70,0,1,1,22.352999813634,1,0.8795181458845169,4.235614513715976,0.47705189845667184,8.135678309151286,0,0,0,0,0,1,119,74,258.4925647197042,183.1909150089316,51.23082342827021,73.15124247961612,11.971789944617235,9.723544659807946,0,0,0.4594194317533973,0,0,0,0,0,0,XXXConfid +5786,81,0,1,0,26.448074996025806,0,2.151293597491335,0.1462019438947515,1.6076886372187682,8.681632355068654,0,0,0,0,0,0,102,96,283.9682986739812,185.33509125879954,30.57013177814713,362.0174332870625,13.140360215380289,7.350213020982581,0,0,2.99335048784536,1,0,0,0,0,0,XXXConfid +5787,79,1,0,0,29.494055213638212,1,15.5303284500411,0.03185729451921415,8.012152624696805,8.950039091754178,0,0,0,0,0,0,131,82,290.168932943032,50.707076844917715,91.0874925710017,62.78387357506268,10.873543385826077,3.34342440044456,0,0,4.992679191551552,0,0,0,0,1,1,XXXConfid +5788,89,1,0,1,20.103385302890203,1,13.264057897151469,4.897435537347656,3.7972213482775263,4.608149023826459,0,1,0,1,0,0,113,79,265.394053496109,171.80038719705541,66.03381557963716,256.62415929616975,6.554892549763876,4.08886971292028,0,0,0.7518499126492795,0,0,0,0,0,1,XXXConfid +5789,67,0,0,1,36.684196640783924,0,9.193775986931609,2.921623778610284,4.614752060197015,5.052366701358286,0,0,0,0,0,0,166,81,185.66889010356698,172.2172596304133,95.81833623988199,84.97037955589553,28.03760822690314,5.8692554053434165,0,0,7.134943107315913,0,0,0,0,1,0,XXXConfid +5790,63,0,0,2,18.338968596663523,0,16.798893339484728,5.7724516388055225,0.1584667870609724,5.541778388060033,0,0,0,0,0,0,101,64,191.43532040615787,86.3059856224342,65.36671561468717,195.2267466979461,6.612082062538636,1.7563362540365623,0,0,9.673683700650873,0,0,0,1,0,0,XXXConfid +5791,71,0,0,2,16.79765041929616,0,10.013646102399356,3.0696323779469283,2.3446114427342146,5.52878419066377,1,0,0,0,0,0,178,96,284.49010786632596,117.68062819105539,41.927229327860275,307.1792038843245,5.534362345548266,6.22906326324615,0,0,1.5797828944974412,0,0,0,0,0,0,XXXConfid +5792,79,0,2,2,16.446102085494978,1,15.649725780327227,5.417142163658879,2.941492478823311,7.019834270160846,0,0,1,0,0,0,166,108,255.11200080064765,154.34743171014932,88.98510544916651,67.668919466782,12.586794525303622,8.575907309203497,0,1,5.616697929582123,0,0,0,0,0,0,XXXConfid +5793,62,1,3,0,16.522670793340907,0,10.353124934983013,9.300417536515072,8.165480171056867,9.535770960856194,0,0,0,1,0,0,176,79,208.06291097884622,58.561343127275336,63.6023910290606,54.564326054021485,5.90194106602373,0.482852209988226,0,0,1.0168805725161845,0,0,0,0,1,1,XXXConfid +5794,80,1,0,1,33.912976574353905,0,5.736603935060794,2.970015479102872,0.5896320323827886,6.355637676645798,0,1,0,1,0,0,141,88,183.54952078236946,117.95929706004299,49.93429977074025,177.89818699172386,10.2123441796264,3.9381347965769486,1,0,2.0766344252973856,0,0,0,0,1,1,XXXConfid +5795,90,0,0,2,18.408830614555228,0,9.844113364933866,5.922699674380793,6.337522092718084,4.271995091144166,0,0,0,0,0,0,124,83,227.01598422722338,90.47246229736066,54.71350643714316,104.09360370413876,12.769865928320261,8.796441935051766,0,0,4.03262605588735,1,0,0,0,0,0,XXXConfid +5796,66,0,1,1,37.36876380812141,1,2.63697514243755,8.81836815283521,2.7388599048472537,6.058721740513138,0,0,0,0,1,1,179,86,235.4160349458086,194.606741057618,43.67360489401226,291.4780075277677,12.417217091255134,1.323688096523269,0,0,2.2224955863016094,0,0,0,0,1,1,XXXConfid +5797,75,1,0,0,19.57423420756907,1,1.99744555904795,5.716459687091788,5.141433403586548,5.050391837940072,1,0,0,1,0,0,160,119,154.9653828758977,137.4637862982663,29.65937239157543,262.9061970474273,15.829414234273704,0.26123308760027664,1,0,4.129774673633728,0,0,0,1,1,1,XXXConfid +5798,70,1,0,1,22.075957264575933,0,3.602839474961088,8.83836090208655,5.4221841728091995,6.664250888707358,0,0,1,0,0,0,102,67,270.41542986857144,99.62580605654904,89.24426298718262,358.1542946380552,7.380530676956565,3.118438858547916,0,0,6.617309758738732,1,0,0,0,0,0,XXXConfid +5799,86,0,1,1,18.147812590127362,0,16.740285410513508,5.2830945074989,7.091697257234246,4.120369044905899,0,0,0,1,0,0,126,99,277.8225315533236,157.9193828660441,76.46844234300082,173.32410228863728,0.4537085098864302,0.246949554396092,0,0,8.880667800092182,1,0,0,0,1,0,XXXConfid +5800,90,0,1,3,31.430904185515498,0,0.9964960419549662,7.108724758762872,5.328609710205794,4.977538058200427,0,0,0,0,0,0,150,90,239.5683698178333,105.72200916283283,73.97340957536471,130.98625559524214,19.411824861606924,0.8803551581731406,0,0,7.805410146672904,0,0,0,0,0,0,XXXConfid +5801,70,1,0,1,30.16585209900244,0,19.364989367980886,1.0911691143157443,8.332597096471453,8.847693729314454,0,0,0,0,0,1,155,77,183.8252811224492,139.75128272499424,96.52052581028018,240.82501481181825,25.162277230724328,5.97057992170027,0,0,8.545625109363362,0,0,1,0,1,0,XXXConfid +5802,90,0,0,1,21.467452471359017,0,9.86353697508121,1.2383518129421356,1.4865366293429128,9.066972526500592,0,1,0,1,0,0,146,78,236.49759550543925,129.97471241617583,79.56198274323097,343.07506987841754,21.29191540380584,1.4715945535753205,0,1,6.6924300751338714,0,0,0,0,1,1,XXXConfid +5803,78,1,1,1,22.787551053365128,1,19.612656713749324,3.8633113569325883,5.54796713853423,6.186620119221892,0,0,0,0,0,0,158,78,165.01882458729568,97.99417487396087,81.06153786542808,160.51350031831345,23.190142100123904,9.356218454776313,0,0,7.858910491069585,1,1,0,0,0,0,XXXConfid +5804,85,1,3,2,38.5549277005657,0,13.838371098941561,3.509199765268638,8.246322162314382,4.325691977685004,0,0,0,0,0,0,173,109,178.84420282831528,137.69867206286628,96.64922605825224,313.8115056572668,28.184766665814383,8.88619653733594,0,0,7.092648363931541,1,0,1,0,0,0,XXXConfid +5805,73,0,1,1,27.36950710197938,1,15.804291574686257,6.297990970387976,2.5416895196563525,6.071554293451418,0,0,0,1,0,0,145,111,172.15297015540497,158.36703732199663,48.618220092071844,102.22880118267167,26.544767758027035,1.0657935370334648,0,1,9.681787564663418,0,1,0,0,0,0,XXXConfid +5806,85,0,1,3,30.518466805118805,0,11.64279354484302,0.11794051202451916,5.733514998410217,6.058711981964871,0,0,1,0,0,0,92,108,262.03165662653026,64.42033877226014,91.65316803791546,70.7098724672642,1.0108333080302079,5.902544093337035,0,0,5.809759025804222,0,1,0,0,0,0,XXXConfid +5807,67,0,0,1,19.86602459334705,0,18.697928119315574,7.033730576607807,3.7885476214435734,6.533108042610942,1,0,0,0,0,1,107,83,283.66631309318973,161.5132048450946,81.57538204597198,87.24184530891577,8.8691968523324,6.502231457203446,0,1,6.213454437391206,0,1,1,0,0,0,XXXConfid +5808,63,0,0,0,30.630798283281436,0,8.276329758032041,4.759663685119341,2.504449945892271,6.734893190617472,0,0,0,1,0,0,114,103,195.46204133165796,100.43195298343699,56.99602056756122,308.1605428359069,11.776466950214953,4.468289172435825,1,0,6.298936409333784,0,0,1,0,0,1,XXXConfid +5809,65,1,1,1,33.85582339647818,0,3.9152552092104376,2.0180517914357887,2.4042965321933165,6.745339908726266,0,0,0,0,0,1,103,116,274.65882034886044,106.93749807661891,74.58618438488384,77.78107661397141,26.154998976812283,5.815400503577837,0,0,5.2032224500381865,0,0,0,0,0,0,XXXConfid +5810,67,1,0,1,39.040851909379825,1,15.095018234352262,0.2624468654967216,5.666450116004452,8.808382299437199,0,0,0,1,0,0,122,112,205.89270777189066,182.12652159776798,63.13224197667669,167.38281269164045,28.575034138457713,0.9793033915916671,0,1,7.085329123530519,0,0,0,0,0,0,XXXConfid +5811,72,1,0,2,21.648413200069847,0,0.9426287391041033,5.811866618540945,9.354798181500316,7.881320146306874,1,0,0,0,0,0,120,110,164.3715410181722,64.84771301473653,44.09023616287065,202.05290949715706,10.216098003602834,6.661835093349854,0,0,7.3822120560521896,0,0,0,0,0,0,XXXConfid +5812,88,0,0,1,38.89768772043912,1,2.260244089660781,9.225983246905088,8.978579998231332,6.133758411725719,0,0,0,0,0,0,94,75,238.56198904655355,126.33400008855932,75.99106863698239,117.45752892635021,7.931031855837068,5.818592994495971,1,0,6.994549728677411,0,0,0,1,0,0,XXXConfid +5813,74,0,0,2,16.327314641183154,0,11.281356740220584,1.1519125858516543,7.171360240711789,9.68915809127126,1,0,0,0,1,0,145,112,269.5119611893683,84.56794987086144,57.74842363311251,108.7584179294187,20.47448767376568,0.9217359867674768,0,1,4.217613524669449,1,0,0,0,0,1,XXXConfid +5814,78,0,2,2,20.835175846759604,0,14.074171023935937,9.660246407334615,3.5237477358146996,9.387795572849946,0,0,0,0,0,0,101,79,281.5482193920483,128.49668270449266,37.99885603004143,242.41516348561527,18.0401918908586,4.971834353388064,0,0,7.127981790715822,0,0,1,0,1,0,XXXConfid +5815,78,1,0,1,22.268722187155884,0,9.765105802191949,7.550988374724338,8.427004855332944,9.989228060914737,0,0,0,1,0,0,138,84,278.13566920610884,196.87378649963344,92.33477349566678,363.150358964354,6.678163812567512,0.6285522707349844,0,0,2.115343330244661,1,0,0,0,0,1,XXXConfid +5816,76,1,1,1,20.454361547663833,0,15.289243262384488,8.439269467904037,0.8486407453852329,8.159415415745617,1,0,1,0,0,1,102,98,294.51434758827816,126.64446248242578,79.06459814796978,273.87671051713676,22.280123944418992,9.45003832764079,1,0,4.939985796837059,1,0,0,0,1,1,XXXConfid +5817,67,1,1,2,35.92431310745368,0,3.5637610827947075,2.383073055857299,7.330824158184731,5.446340763185867,1,0,0,0,0,0,112,107,189.73845489012098,152.65358968721227,23.07234209283412,126.9560263359561,13.734742691637257,9.439871693335073,1,0,3.290852776793237,0,0,0,1,1,1,XXXConfid +5818,63,0,0,2,31.819828358977908,1,17.684923845143576,1.9157782817888425,6.34277560224008,8.281523222613806,0,0,0,0,0,0,156,101,213.6020479489288,137.6235511052066,41.80062191214385,159.76490760393364,18.479598682027095,5.809727481787942,0,0,5.76379872390177,1,0,0,0,0,0,XXXConfid +5819,62,0,1,3,29.708172542469434,1,15.63929986207554,4.856851243855889,6.978589224544018,9.4202744922294,0,0,0,0,0,0,131,111,204.68651020870215,179.66818454153895,37.88271308860957,359.12188133911235,4.4297125356523726,2.894288363789208,1,0,6.702159855504536,1,0,0,0,1,0,XXXConfid +5820,68,1,2,2,38.40410168954084,1,5.187918859304186,1.6813736313486338,2.814739256780634,9.758961956696847,0,0,0,0,0,0,146,100,285.1531324965125,87.63703386387914,96.64865221527118,104.99502504375472,11.47855287803745,0.5668366453275064,0,0,2.55713181656005,0,0,0,0,0,1,XXXConfid +5821,71,0,0,1,29.58226794932882,0,3.5662416922834472,1.3464474474877475,4.096636979331145,9.81231188172121,0,0,1,1,0,0,129,97,280.3775785898598,150.0626600763579,93.32101363786592,248.80042958263968,23.909209218390817,3.6102404032960567,0,0,1.4830196672053875,0,1,0,0,0,1,XXXConfid +5822,84,1,0,1,26.642632375843682,0,1.4011890644056457,4.1429584506238335,6.737215024656249,7.8576184939686975,1,0,0,0,0,0,175,63,278.57603894945714,64.60355373001701,74.12860009654875,386.77617982189946,23.919602747559292,9.96467074236903,0,0,7.007580999895918,0,0,1,0,0,0,XXXConfid +5823,75,1,0,1,37.54263440752149,1,12.224023164303468,0.7283436573735302,0.5089878196439424,8.600382235842789,0,0,0,0,0,0,99,76,172.47393786054047,185.22554455313136,37.25109994813853,65.86505708725197,3.938907217927654,1.0761117965511457,0,1,2.3188074984263105,0,0,0,0,0,1,XXXConfid +5824,72,1,1,1,16.56326835747648,0,0.6257120018519435,9.15361863386049,9.402803419889109,6.596389570527763,1,0,0,1,0,0,167,69,294.35766074566345,75.12963670013018,31.41949298903592,237.0951835568609,24.530546674079694,5.8326122172382515,1,0,4.092609596929523,0,0,0,0,0,0,XXXConfid +5825,60,0,0,1,16.166533161306532,0,8.867298162597379,7.992767266108531,1.6351691981780925,5.370651298978227,0,0,0,0,0,0,154,98,233.5291059661409,112.74586192207506,47.484785123875774,100.89594722942158,1.6832787613241484,6.867768835584217,0,0,4.719252840868599,0,0,0,0,0,0,XXXConfid +5826,80,0,0,3,28.269817739245262,0,6.037274994072311,7.390658830929674,3.0882428069644305,9.915732217658949,0,0,0,0,0,0,151,92,271.06580559152,128.8526966148963,50.195758013956905,199.9712449360657,22.7750108620539,5.088038675892617,1,0,1.7818214961426582,0,0,0,0,1,1,XXXConfid +5827,75,0,0,2,19.83768933447272,0,12.842136072921837,2.824423213883228,0.02541234351818855,4.046242439850269,0,0,0,0,0,0,173,93,216.40037665406408,85.80174954538377,26.625406157359013,120.01675418733424,19.285324623801618,9.07221654401667,1,0,8.789839818911862,1,0,0,0,0,0,XXXConfid +5828,72,1,0,3,31.144745241286216,0,15.140029781288673,5.465937365611473,3.3855545887534753,9.997627265423372,1,1,1,0,0,0,147,109,190.5727671951184,67.48637918091285,55.662174926225376,96.47036274694102,6.847389029451419,9.246351778266321,1,0,1.8149423425241173,0,0,0,0,0,1,XXXConfid +5829,84,0,0,2,15.955742155470968,0,2.679698642439363,2.57571417925388,3.8130816884926055,6.087465392047683,0,0,0,0,0,0,172,65,288.4655837269097,102.10749430400863,44.60378490747114,81.34820619866527,16.96383008025685,8.036851270107539,1,0,9.303346263417815,0,1,0,0,0,0,XXXConfid +5830,81,1,0,0,25.853357151985232,0,3.8092472423624524,5.197995568979747,9.809090646146414,6.755285467243616,1,0,0,0,0,0,162,82,152.3657770641562,152.63651908578402,67.12127774008121,110.18883182137337,14.843620591473034,5.021272381676311,0,0,9.56659013546689,0,1,0,0,0,0,XXXConfid +5831,79,0,3,1,16.63965033505729,1,12.386741013401295,6.340730229113744,2.675036041284118,8.96865679616703,0,0,1,0,0,0,137,60,258.31540918801284,56.70619654117132,90.14856674711599,231.421656281819,20.22552717473449,7.389916795127702,0,0,8.637830804154948,0,0,0,0,0,0,XXXConfid +5832,72,0,0,1,39.785205670065636,0,2.2217398943803612,7.179528518914278,6.93528787080295,8.744647949792068,1,0,1,1,1,0,129,95,206.73458871626622,56.54094789314722,53.131430550356676,265.29092557859633,28.864956924446084,6.565669836874141,0,0,8.804451120390901,0,1,0,1,0,0,XXXConfid +5833,82,1,0,0,33.63166471122091,0,15.8756547756329,1.1535225888135758,4.265449399397569,8.377959052112885,0,0,0,0,0,1,158,98,168.0336974426699,173.16524205202387,73.88282356783957,95.57445093850424,17.039333930549166,3.033254261303787,1,1,7.84711077576273,0,1,1,0,1,1,XXXConfid +5834,72,0,0,1,16.578893738728958,1,18.861768760133035,0.981075570647858,2.767014363139552,9.093297563819736,0,0,1,0,0,0,162,68,218.27551675805557,185.465769414898,77.6072519845718,371.7681289801406,6.516561148516379,7.199210359981272,0,0,1.511265362145604,1,0,0,0,0,0,XXXConfid +5835,89,0,0,0,18.15268422844387,1,6.79417558274592,2.820820747527949,3.4388173775796416,7.283591281167055,0,0,1,0,0,0,168,67,217.8966235972169,174.37104044315794,83.1720826854291,298.033757543984,21.220404131965108,1.3793981120635335,1,0,9.566101495906276,0,0,0,1,1,1,XXXConfid +5836,88,1,0,2,33.48840127860251,0,15.077451866836002,3.8604459244176583,4.210247816603379,8.838069641818846,0,0,1,0,0,0,124,60,152.43028123992877,65.58289827425581,59.142181326965336,85.90057035313139,7.037491943970501,9.243858260040188,1,0,1.5506746263354476,0,0,0,0,1,1,XXXConfid +5837,61,1,0,2,18.956117092272777,0,15.205621267264691,1.9556261415696963,7.57620971748148,7.9719795850955055,0,0,0,0,1,0,177,102,155.4499292184298,148.70124530218317,21.05198120201404,305.4924244493478,1.4742533220726928,5.408229705079794,0,0,5.74553315893329,0,0,0,0,0,0,XXXConfid +5838,76,1,0,0,26.2250973001886,0,2.99828287951027,3.7952258963161745,6.632390370104664,7.559649272418009,0,0,0,0,0,0,133,60,280.4620548263257,90.32629733691995,23.69592340404285,373.7569858780796,18.466619933516824,4.934663791150014,0,1,2.212246630217175,0,0,1,0,0,1,XXXConfid +5839,60,1,2,1,33.041568565150804,1,3.1065668234153088,4.593485934658301,3.846433101635356,5.026853569627022,0,1,0,0,1,0,177,76,214.57238176017125,70.71323727687582,64.63808265369312,301.735351142814,27.933586225463973,5.316522467534618,0,0,1.7549399808114008,1,0,0,0,1,0,XXXConfid +5840,84,0,0,0,39.98153262617275,1,16.703908436023603,2.068971765330577,0.6166383205348669,5.022207129731787,0,0,0,0,0,0,147,95,244.78562504910957,52.51621429930972,89.63713509751071,206.3354337452154,20.736273357448486,2.185423286850161,0,1,5.492566493263472,0,0,0,0,0,1,XXXConfid +5841,62,1,0,3,18.670685897417027,1,7.164366550292529,7.185487381903071,6.123822568359792,4.557878031781112,1,0,0,0,0,0,103,117,151.5603586933223,160.85017574969746,79.39695061542811,87.97457360278528,18.947628928127767,8.668855590254038,0,0,0.6851039337808162,0,0,1,1,1,0,XXXConfid +5842,81,1,0,1,36.86551412088234,1,0.7620924082515934,1.450404261016679,2.698384968531381,4.326862450890435,0,1,0,0,0,0,135,113,274.9416642464462,130.7838452093614,39.93711654895336,151.82348459860634,20.609784956885612,4.250107178616732,0,0,0.6072671331183932,0,0,0,0,0,1,XXXConfid +5843,79,0,1,0,28.537323851670813,0,4.719719713753008,2.716706250536993,8.481405080826129,5.085229169596476,1,0,0,0,0,0,171,107,283.7292685159897,63.16385246005175,91.17793147292045,128.3964913196378,4.802855845822542,7.2301527581533644,1,0,3.420683682647806,1,1,0,0,0,1,XXXConfid +5844,67,0,0,1,28.1682051330883,0,12.701617715081051,8.316491688750185,5.882361866138987,8.507544646679678,0,0,0,0,0,0,155,79,174.41886842076676,168.5554609016855,27.79353075292761,147.14948367122668,27.776368483405353,0.5766015934161683,0,0,7.091623677163231,1,0,0,1,0,0,XXXConfid +5845,87,1,1,1,31.59946205033447,0,18.69869794718456,3.6660861797200206,1.4981718296253954,8.955281032645722,0,0,0,1,0,1,116,111,193.4888914418047,133.42077413148513,31.543369929751943,55.753216783411474,18.31340516380167,8.900061858858313,0,0,4.688777880025723,1,0,0,0,0,0,XXXConfid +5846,82,0,1,3,25.52223298386016,0,15.432488717459679,4.149321860430522,9.605963403020322,5.2356914832472246,0,0,0,0,0,0,128,112,239.08415151312346,137.39188266053907,23.909988679481184,164.03813088856356,11.671289177426754,0.2982026352415046,1,0,5.590417277068735,0,0,0,0,1,1,XXXConfid +5847,74,0,0,2,30.536551020421832,1,10.881140573798485,6.7664580701517805,7.654095855539088,9.695708811508549,0,0,0,0,0,0,131,102,273.9875496517603,163.3838341387059,91.30510894438699,274.55799734066863,3.4688134134759863,6.870800636226583,0,0,0.07792661796725553,1,0,1,0,0,0,XXXConfid +5848,83,0,2,1,22.737871810034918,0,1.3889640500515954,1.2988873741441354,6.002369406090832,8.874524432804794,0,0,1,0,0,0,170,107,207.3780341348333,191.52280785065471,40.62273647909766,397.4598009635149,18.458529319589417,1.503948218975909,0,0,1.327958228087004,0,0,1,0,0,1,XXXConfid +5849,88,0,0,3,33.10006337728587,0,3.213300458203756,3.1839237169089674,8.614885676824194,6.5865690910833505,0,0,0,1,0,0,148,105,282.38916108788044,153.84999683984597,64.18079493280548,77.33725714561625,5.070101646889114,1.3983046298679647,0,0,3.9539457720217275,0,0,0,0,0,1,XXXConfid +5850,64,1,0,2,22.53079633772639,0,4.369192897890017,0.4265998139466176,3.189174442960284,6.460784937999152,1,1,0,0,0,0,119,110,293.21678120185027,179.33010881540258,25.2054431262272,359.9021221264332,16.04121283652911,6.517403540140366,0,1,7.402154900164396,0,0,0,0,0,0,XXXConfid +5851,86,1,0,0,19.006600968814077,0,14.459468976317906,5.075776641326307,9.825988841894294,8.021400339142684,0,0,0,0,0,1,133,65,158.5609108258986,186.1835550792508,71.37126506675614,373.7313090112777,17.387810541585445,0.2642380016470247,1,1,3.1764592989266904,1,0,0,0,0,1,XXXConfid +5852,69,0,1,3,15.03674286553689,0,11.196916053027175,6.34676197656801,8.265342966708392,6.69328037272235,1,0,0,0,0,1,165,63,176.24823425061186,134.3972280051671,27.709003279566193,263.61558249959273,26.09409475781219,0.5748915263891197,0,0,3.925575297678612,0,1,0,0,0,0,XXXConfid +5853,83,0,0,0,18.511034156734198,0,1.9390556983365559,0.8661511221510487,8.733059223313257,5.247848803557089,0,0,0,0,0,0,100,88,194.89787189662488,86.86693005556077,93.72495107575317,360.44638057085126,3.733089183538479,5.194853240734062,0,0,9.164732158214052,0,0,1,0,0,0,XXXConfid +5854,77,1,1,1,33.8881740750366,0,8.684450747557742,0.4959061034372869,1.7130441670472762,8.580077128792485,1,0,0,0,0,0,163,107,230.65840207364275,50.28230178721092,96.10099532525822,238.18279669741048,21.341298865643875,6.079554129987658,0,0,2.6139754820028918,0,1,1,0,0,0,XXXConfid +5855,89,1,2,0,39.47549688815361,0,4.251973804957201,3.223554374241304,4.470123453164653,4.126643038920387,1,1,0,0,1,0,156,104,243.95769065494034,182.8121787245466,56.84200429418915,114.89522733206078,2.1860239225293467,9.649743671085574,0,0,3.864312168579429,1,0,0,0,1,0,XXXConfid +5856,83,0,0,1,34.83102845616145,1,12.419039122738623,5.441338846933961,6.30559914613904,6.252802508879223,0,0,0,0,0,0,130,111,210.82741753211013,122.03683587940142,97.28815167153716,364.94748919239345,14.184208866035487,0.7834591300739335,1,0,0.3489780373193574,0,0,1,0,0,1,XXXConfid +5857,90,0,0,2,36.42352039467653,1,6.609955272115564,5.014680951440163,2.5881067255722643,7.132735546164174,0,0,0,0,0,0,105,117,292.2257592657097,87.45148852712819,25.76339768123038,148.97639560003495,12.488671848543438,4.672691564025455,0,0,1.4962340426059384,1,0,0,0,0,1,XXXConfid +5858,65,0,1,1,19.787231369691032,0,4.620082074459928,4.230476702307758,0.8732410960277226,8.856147646093861,0,0,0,0,0,0,146,95,210.76200450003864,167.8719895686575,71.52627668256281,75.68873618597199,28.70555040750698,3.1798335047807766,0,1,8.136063745880177,0,0,1,0,0,0,XXXConfid +5859,75,1,0,1,18.739307024347788,1,15.908558763222251,1.5971478281292883,7.331074063398128,5.121283564595382,1,1,0,0,0,0,123,64,192.6355239674239,74.20943869131264,56.426707364516176,376.7858327977863,5.382753372705577,2.19888405336339,0,0,7.892097222145914,1,1,0,1,0,0,XXXConfid +5860,71,1,0,1,31.43841796036309,1,18.055056780694535,4.0346496544816155,7.438314957916088,4.604547252472651,0,0,0,0,0,0,135,81,269.3830262482811,125.58040131354822,75.14774038998794,140.43400461831135,2.432425494133399,7.878473329248585,1,0,2.1185786990853916,1,0,0,1,0,1,XXXConfid +5861,66,0,0,2,25.657662291470405,0,11.469931530595186,0.38304995788058016,8.314310345680191,6.498795275544502,0,0,1,0,0,0,102,100,291.32299297251984,179.47774883154284,68.06621171178489,56.237787909514,15.997537561290049,8.557327316597124,0,1,0.4032561660007794,0,0,0,1,0,1,XXXConfid +5862,63,1,1,3,35.35172235762418,0,16.297609662987004,7.326075805805519,9.905636670621558,5.617832796270264,0,0,0,0,0,0,148,66,188.12432075417553,90.27647126270094,94.53943213725071,298.1711981303488,1.8542672728537946,0.04425448300721224,0,0,3.8365612205691066,0,0,0,0,0,0,XXXConfid +5863,72,1,1,0,16.928147024710537,0,8.471892128840155,1.6831992802708884,7.519703538946365,9.619021834766274,0,0,0,0,0,0,119,101,220.90493277444327,84.10525950478976,54.730206398828976,223.77037943279305,11.52234120073757,7.684763897566969,0,0,8.651975880167663,1,0,0,0,0,0,XXXConfid +5864,76,0,0,3,27.97558818921026,1,6.101472459661254,2.3824769927220557,5.827601519638631,8.325488126260876,1,0,0,0,0,0,160,112,166.49604727953022,64.6814130139304,85.42423649948957,190.11038399675138,23.42295762653591,2.576802072567097,0,0,1.3613741830187576,0,0,0,1,0,1,XXXConfid +5865,87,0,0,1,23.472981382670646,0,19.954759696885635,4.935869390644432,4.694408821047303,7.653640525696245,0,0,0,0,0,1,174,96,177.4981220144402,82.2948513782421,86.04003910319109,364.6524512841982,19.790129737535644,3.077036794097582,1,0,1.764188043720335,0,1,1,0,0,1,XXXConfid +5866,68,0,0,2,36.15010634096073,0,11.039601971855523,8.148027136671747,8.72459139437311,5.903265900650149,0,0,1,0,0,0,132,63,281.7973688938232,79.95381681577311,96.40330338529974,203.17720825164923,3.462756221548057,2.179203605175337,0,0,5.939236708585904,0,0,0,0,0,0,XXXConfid +5867,62,0,0,3,23.204059843852058,1,18.597160586549503,4.7919728207348955,8.230137851608754,4.707404417783474,1,0,0,1,0,0,170,114,267.35644200563274,113.44804838789301,70.38962287320437,134.09030851663368,17.907147469451164,9.7741716384833,0,0,6.503731571372739,1,0,1,0,1,0,XXXConfid +5868,80,0,3,0,27.346796702063457,0,5.487921052171679,3.882605627269128,0.7932573617358674,6.924481994477646,0,0,0,0,0,0,148,99,164.53607789897285,70.05698496606558,61.20378192234254,142.65950181399253,1.8119437163065177,4.020498875245101,1,0,0.6447518756133674,1,0,0,0,0,1,XXXConfid +5869,65,0,1,0,21.022234958264647,1,15.447169884886842,7.075594314661567,6.792223972695303,8.222565758526176,0,0,0,0,0,1,154,90,263.5584003055487,191.95515122785608,64.38214455476722,264.90156786403213,19.960056220616003,9.734954059234628,1,1,9.31362420658282,0,1,0,0,1,1,XXXConfid +5870,77,0,2,2,34.880516492144075,0,15.157930613603764,5.789598933839133,7.283637745788413,5.583633214122962,0,0,0,1,0,0,135,94,184.18918780643077,71.32692210158544,69.6285955214885,98.95803600448102,10.063447549978159,2.9372172491660455,1,0,1.734896046646358,1,1,0,0,1,1,XXXConfid +5871,79,0,0,1,27.31882099132877,0,1.9660982847048358,2.5949560172823736,5.906136069061581,7.862118649712189,0,0,0,0,0,0,141,119,299.9599913852104,120.91865792794805,90.37201810017889,388.8760532984561,22.654543324406635,2.5189998312782036,0,0,3.6998661621516407,0,0,0,0,1,1,XXXConfid +5872,70,1,0,1,24.383659828197132,0,7.626677415634527,6.121658342290026,5.941409315643202,9.569576186213396,0,0,0,1,0,0,179,83,237.39100012967515,97.17496264131783,54.74401131270688,203.57515004021295,4.73130634401158,4.7150018992148,0,0,7.4967346726620026,0,0,0,0,0,0,XXXConfid +5873,60,1,0,0,26.391519259262484,0,7.568048066734905,7.250125809449466,1.5297789919980298,7.924154713913177,0,1,0,1,0,0,97,92,179.8429576215965,53.05530435118127,91.24537442630576,106.36186160752418,21.837919601464186,5.108819763458743,0,0,4.6258941660478,0,0,1,0,0,0,XXXConfid +5874,66,0,1,2,32.391648888240226,0,15.242151112510873,9.445321206145842,9.780654233169814,9.450719358310254,0,1,1,0,0,1,103,76,248.1327095158223,85.33483280798909,68.37628766260448,238.42300134546292,20.252415279032995,2.1064596826239312,0,1,3.4669394958610655,1,0,0,0,1,1,XXXConfid +5875,79,1,0,0,34.77685320806265,0,18.79519434741059,1.1989219300369347,7.4959144104686874,5.633170108107318,0,0,0,0,0,0,116,67,156.71445008672202,93.09547406750588,35.633482978568836,335.61919409570584,13.832466319240304,4.500785038578207,0,0,4.260663794592091,0,1,0,0,0,1,XXXConfid +5876,79,1,0,2,29.703145892618544,0,11.104877733420295,3.952771303803151,5.384789563380387,4.137266341747861,0,0,0,1,0,0,176,73,232.1858783910178,156.36840312613646,52.8805412049543,374.2136442697981,10.565030475104306,5.084175947509265,0,0,0.2042073744056372,0,0,0,0,0,0,XXXConfid +5877,85,1,1,1,38.78366190977461,0,7.5020552752796394,5.50085055677919,7.906368681485687,9.007151356589443,0,0,1,0,0,0,132,97,224.56311330765686,128.37042553869458,39.164703931535065,261.6221903407797,17.888546154357506,9.63939531359342,0,0,1.2075714257790315,0,0,0,0,0,0,XXXConfid +5878,63,1,0,1,31.249795385375485,0,2.4245389910808446,3.313994239606491,4.58418628671771,7.326688548911058,0,0,0,0,0,0,164,93,218.8380174109197,100.79622597141045,60.74609858320567,291.88971708853546,19.525487167538934,0.09008888370193757,0,1,9.740488798844018,1,0,1,0,0,1,XXXConfid +5879,72,0,0,1,39.23028997228407,0,16.844654062976907,9.149840746454574,3.2967167858544535,8.514984885616174,1,0,1,0,0,1,122,78,185.85419537576482,84.72270156683982,94.35173316917513,246.69971780760045,7.328971072163625,3.82475759596542,0,0,1.879659534249547,1,0,0,0,0,1,XXXConfid +5880,62,1,0,3,38.921136959070104,0,16.942047652144446,3.8746607969670888,4.22802999543778,4.112339149204837,1,0,0,0,0,1,168,77,156.10421335223782,151.9158718841737,79.69443604786221,323.40202299863137,6.112879432762442,0.17933225360069138,0,0,1.3042170580952372,0,0,1,0,0,1,XXXConfid +5881,85,0,1,2,29.216597391543473,0,9.424857788565472,8.004951281552117,4.276641610757418,7.641721484642698,0,0,0,0,0,0,124,118,295.21427628929604,175.5998791373658,61.7264937425542,62.16308031915955,28.463207003643724,1.9576381488451056,0,0,4.030134334760195,0,0,0,0,0,0,XXXConfid +5882,67,1,0,2,15.501087820141038,1,14.005894737763267,0.896809718495819,5.736075780167644,4.55775518150678,0,0,0,0,0,0,107,73,228.3366502944597,166.14819806792866,67.83131257649106,211.94615136311327,13.441206794869236,5.232351483109018,1,0,8.459600578864105,0,0,0,0,0,0,XXXConfid +5883,69,1,0,2,25.138166407794273,0,2.12470090148859,2.0154986043656486,5.894660022898926,5.020596334842371,1,0,0,0,0,1,161,108,217.11931262283687,193.51554670843433,28.490798532377497,139.13217548217497,22.272739809353123,5.010441257604727,0,0,9.334599986685374,1,1,0,0,0,0,XXXConfid +5884,81,0,0,0,21.094020285403904,1,16.564164822546527,9.472755767045415,5.995928485089217,8.203188364569234,0,0,0,0,0,0,101,99,268.5659631540862,82.16585444554224,32.29849852165699,356.37481930437303,0.8470471949601033,9.402767185328049,0,0,9.177504515453021,0,0,0,0,1,0,XXXConfid +5885,76,0,1,0,38.67214764605175,1,8.208121761684737,8.389634845822373,7.91689621492757,8.941107643663415,0,1,0,0,0,0,135,74,267.6578970058971,104.25649913337355,56.72684392323886,340.1114836085478,1.828090856032486,3.1600731324091735,0,1,5.631009795920676,0,0,0,0,1,1,XXXConfid +5886,85,0,0,1,37.75296321054491,0,9.619913974660596,3.7183471713772995,0.7353036241818967,9.005092071042945,1,0,0,0,0,1,160,105,296.5900465137627,196.0424316544412,89.18016624948255,215.26285952238874,14.423622339892862,3.0725357208550097,0,1,8.629720671188224,0,0,0,0,0,1,XXXConfid +5887,63,1,0,2,30.968971617435468,0,9.035176957074153,9.493289783498945,9.198248290710113,5.182105320561204,0,0,0,0,0,1,132,79,219.70390588498145,143.62894630329427,85.80877495517487,62.12401218044018,14.415136638004782,4.926870504274792,1,0,2.1894509264449926,0,0,0,1,0,1,XXXConfid +5888,73,0,1,2,20.04849594773776,0,5.748954890350751,8.39652778675842,0.5349552184255035,7.106654007451316,0,0,0,0,0,0,170,93,205.14537485313954,83.17518825425392,88.39716704488339,187.87052005633132,12.598222962304074,4.751611283792457,1,1,2.688877260742437,0,0,0,0,1,1,XXXConfid +5889,77,0,2,1,25.225890288881953,0,1.5426459786111968,3.724536232166924,0.9015513897700222,4.318297917944999,1,0,0,1,0,0,178,81,262.5221755798962,99.84217843106521,65.93667376675187,265.51233856749866,4.702088654154986,5.486046375628156,0,0,1.9250545280804199,0,0,0,0,0,0,XXXConfid +5890,90,1,0,3,26.14674837054253,1,8.358440188454434,7.920940195575876,6.754069582378257,5.656777356786269,0,1,0,0,0,0,93,60,185.37271312309795,127.98381480086368,41.90592786854054,113.03682880224079,19.489750136476417,5.439001072495672,0,1,5.085685457944654,0,0,0,0,0,0,XXXConfid +5891,78,0,0,1,15.12577333772452,1,18.73835710998089,5.917743520187157,2.1731602458511534,8.870911784875991,0,0,0,0,1,0,108,60,159.98743301911443,115.47245872455116,86.10620394236216,235.77972986129046,6.993844596549717,3.4219239099349075,0,0,4.034441802063581,0,1,0,0,0,1,XXXConfid +5892,65,1,1,3,20.61118632267641,1,18.950727216206985,1.0270819490876348,9.355518310005737,9.54723761480809,1,0,0,0,0,0,146,100,161.14405980507027,172.1811050601651,81.63943402575276,54.7314658179054,0.0479367868292635,7.539818447962078,0,0,9.65769723028359,0,1,0,0,1,0,XXXConfid +5893,81,0,3,0,34.025880736533864,0,7.87264299871498,2.3159227692622606,8.903014453640896,8.03924112275451,0,1,0,0,0,0,100,113,270.8527494100877,160.15882066394306,47.379568347938694,55.87468407095646,26.5385047301922,1.352099103272446,0,0,1.6592318417443808,0,0,0,0,0,0,XXXConfid +5894,66,1,1,1,21.35075024483129,0,0.7179258002616695,1.0545024919106116,8.31772268554544,6.1676843109749075,0,0,0,0,0,0,154,94,172.03436040421138,172.86342863229874,45.560935379883105,55.66130013615129,4.056052829937398,3.8728688190936387,1,0,8.113614306119617,0,0,0,1,0,1,XXXConfid +5895,76,0,1,2,20.64560128620954,1,10.414823650015055,5.4804271265809135,1.7345653000650063,9.561890321024089,0,0,0,0,0,0,169,108,235.2696909004805,95.60056202780943,97.6818924715401,118.37434905141522,12.736023687124625,0.3138947293458483,1,0,0.6325974652518151,0,0,0,0,1,1,XXXConfid +5896,85,1,2,2,17.467861349478195,0,18.57805106193394,1.4252862693673085,1.5412208402986827,7.252658885989839,0,0,0,0,0,0,92,93,168.6455568269407,101.82913232676208,99.1352071792214,347.84054922114404,25.540863342350356,7.486328415152515,0,0,1.3734656501658604,0,0,0,0,0,0,XXXConfid +5897,62,0,0,1,37.410002628322474,0,19.92038683023292,1.6393849470406074,8.91094116713875,4.037647447168597,0,0,0,1,0,0,132,82,242.99432408018518,141.6820922722805,33.88056879640685,172.23982780209218,27.74176763126875,5.286593247512302,0,0,1.9765589096428648,1,0,0,0,0,0,XXXConfid +5898,90,1,3,0,24.332592629018876,1,12.058027266936111,5.982200915953523,9.31723269545224,4.205878735973398,0,0,0,0,0,0,148,62,223.86103560419883,68.36135302813997,76.59401734985173,122.05573551935348,27.192963358461487,6.261759676742634,0,1,2.5729967722496805,0,0,1,1,1,0,XXXConfid +5899,76,0,0,0,37.82689279740511,0,9.1420370178555,7.850462132124367,9.501875746760133,4.133815756798261,0,0,0,0,0,0,135,111,165.5916943318683,100.68809769579,56.941250796158116,331.9653814068123,12.99292253122127,4.918656434156596,0,1,5.351670965121212,0,0,0,0,0,1,XXXConfid +5900,76,0,0,1,28.22919571829252,0,9.092742332175698,5.2236276442932725,3.2533978845079634,9.892412941510402,1,1,0,0,0,0,140,107,239.2746625489061,188.936177083041,63.09216165707082,385.07681701416897,1.1441405315148123,8.20088025690622,0,0,6.7166503208116985,0,0,1,1,0,0,XXXConfid +5901,82,0,0,1,37.172190621159245,0,16.942404447569967,9.02076665338926,5.8337594733542755,6.356745905222975,0,0,0,1,1,0,156,61,257.72795819146734,116.57458973618756,98.61982015547207,125.73300978057712,21.81811069614636,0.1632076503202573,0,1,6.60360966521649,0,0,0,0,0,1,XXXConfid +5902,88,0,3,1,32.73824675973752,1,5.2224471846854215,9.095884419115807,9.264149628180494,7.233335946973689,0,0,0,1,0,0,122,78,289.02842082625637,163.0732838274576,70.05635417274542,309.4010988683659,9.411568023004884,2.56500358431184,0,0,9.030559493650319,0,0,0,0,0,0,XXXConfid +5903,72,0,1,2,16.635013700393685,1,15.911680046540596,3.0490848224755975,5.752215774712349,4.6477188025522,0,1,0,1,0,0,146,81,184.78251554098242,168.07724869583657,45.101959977318636,376.9023695490021,14.392474936720228,3.774703368083131,1,0,7.904571921214433,0,0,0,1,0,1,XXXConfid +5904,70,0,0,3,31.932509769174892,0,17.631984299174416,2.423888854731324,3.3077945201885783,8.114906308456892,1,0,0,0,0,0,103,62,199.51324909134007,126.96366952754397,93.59877611974882,198.33553515946954,2.259319790569523,9.664887097684977,0,0,0.2737812428995601,0,0,0,0,0,0,XXXConfid +5905,62,1,0,1,25.662117451000704,0,11.376684785893168,8.107986484773901,2.892463595227488,6.831422058370052,0,1,0,1,1,0,138,97,234.31849054816098,189.62027357724642,59.438575113495034,201.42835734486707,4.753961004139056,2.0740423721659984,0,0,9.305634887629648,0,0,0,0,0,0,XXXConfid +5906,78,0,3,2,26.87656443817876,0,8.981612226323577,4.564683507651485,0.6768388530824554,7.9475618325051025,0,0,0,0,0,1,157,94,209.22249570207043,161.0579501704794,41.67359668061519,134.08048239081285,19.557859059803857,0.5379190931049471,0,1,5.038381943109968,0,0,0,0,1,1,XXXConfid +5907,72,0,1,2,33.81562419271489,0,18.03554816329477,8.600114285554374,2.421231486066869,5.595259881301054,0,0,0,0,0,0,120,91,198.0091084211374,148.9516350752594,99.9583580259353,284.2449242202201,3.041085632583699,4.379486913127644,0,0,0.20089820741623465,1,0,0,0,0,1,XXXConfid +5908,90,1,0,2,22.130445213843014,1,10.066841665853064,4.679370430357012,9.691334453219733,7.504351675956624,0,0,1,0,1,0,117,103,226.50959650139737,108.69384023691046,48.44574210372749,76.50861834075683,23.078754779924818,3.545014747658588,0,1,1.2834670586295382,0,0,0,0,1,1,XXXConfid +5909,88,0,0,1,15.622737729975457,0,13.970951225481926,4.577978141623566,8.361073481673419,6.89567341481951,0,0,0,0,0,1,160,68,280.7846433289227,194.57016303914784,66.72458905438985,229.64410463931074,22.70420099744561,4.089175033094804,1,0,3.3189131890853885,1,0,0,0,1,1,XXXConfid +5910,88,1,1,0,26.341456947179154,0,17.79386563482942,1.0160872463134385,5.708031590789324,9.325018261775718,0,0,0,0,0,0,176,77,210.94903637664044,58.110510626425295,96.68184989926917,206.73335215654765,14.48864071302017,7.307850829651147,0,0,6.800702841611061,1,0,0,0,1,0,XXXConfid +5911,72,0,1,0,38.64631637736201,1,15.431342876508234,4.439511026992022,1.1442772149418923,5.390840936068692,1,0,0,0,0,0,114,70,185.04659378236946,56.67115642073224,35.654052501763374,290.8476717733396,5.640887933110879,9.94845064769727,0,0,5.792629257180452,0,1,0,0,0,0,XXXConfid +5912,79,1,0,3,21.757781704668943,0,11.361209453384618,4.789175199476686,5.793956691154203,5.208245320977706,0,0,0,0,0,1,104,80,215.48071546937678,113.14780732366579,28.748470354793394,297.8494165675194,9.860888841303815,6.8736292063841,0,0,3.7674204211842452,0,0,0,0,0,0,XXXConfid +5913,63,0,2,3,17.760098261123183,0,2.52098551879119,0.92728388296211,6.69198011841338,9.539782677248454,1,1,1,0,0,0,111,70,231.55129346353533,131.34665912560965,39.79213565940401,349.54960301759087,21.71857019463476,8.260175910925597,1,0,7.5589325898896975,1,0,0,0,0,0,XXXConfid +5914,86,0,1,2,36.6430433444191,0,16.08259421809465,7.823075848835421,9.9491342437217,6.092442100377918,0,1,0,0,0,0,163,64,290.1625538110267,123.6383626288578,41.70728691237632,260.5270821502537,5.513030201982287,4.045506363460472,0,0,7.9041854043906925,0,0,0,1,1,0,XXXConfid +5915,90,0,0,1,23.23303038111981,1,14.367240783461632,8.511546851961402,8.449564457516503,7.042935442364179,0,0,0,0,1,1,90,71,218.60006076208404,149.42026192030067,79.96987727516857,308.13310827475414,3.534329830566133,0.1557783546431024,1,0,3.800974047390986,0,1,0,0,1,1,XXXConfid +5916,83,1,0,3,35.00527379342403,1,3.226572065759672,1.9243735219256952,5.521436710789951,4.483176614941392,0,1,0,0,0,0,135,76,201.26980151929328,107.84246630642026,31.520927224068636,331.6929086309808,0.8586561209913934,3.562172233726958,0,0,7.131106892585233,0,0,0,1,1,0,XXXConfid +5917,89,0,0,1,19.697406837009147,0,9.898294864737263,7.071006322081113,4.981097767356496,6.229140266361332,0,0,0,0,0,1,94,85,188.16763133850947,167.71019634004912,66.14360798994707,106.94581005424835,24.171436740110398,8.059895755657125,0,0,7.2933328240964,0,0,0,0,0,0,XXXConfid +5918,70,0,0,2,24.894229645753363,1,11.186765848166855,8.940478295682432,0.6620703070664946,6.439911562605091,0,0,0,0,0,0,117,106,232.86077795118865,97.67022029535514,27.653310061852512,300.896743342936,18.7406051630568,8.489647044486953,0,0,5.017153372580648,1,0,0,0,0,0,XXXConfid +5919,66,1,0,1,18.669188947389408,1,9.664896908585634,2.995138896108165,8.048575971966564,7.275213223068917,1,0,0,1,0,0,176,97,161.83400873332602,84.12342312361486,94.79558462267565,208.91061620745654,5.754240382107339,6.429282405530153,0,0,3.28536168211469,0,0,1,0,1,0,XXXConfid +5920,71,1,1,2,35.808564307982145,0,5.41636223793541,7.11503942461743,2.2804062094920208,4.512002249383086,0,0,1,0,1,0,136,114,172.56860971757797,108.76039729835176,54.36696379023837,264.15721908294046,5.132562814143218,7.0107566146568345,0,0,5.79676557713184,0,0,0,0,1,0,XXXConfid +5921,87,0,0,1,35.41091182992417,0,19.111898488480954,6.3799481274004854,4.825687051341121,9.703302619905894,0,0,0,1,0,0,115,118,167.50083140956755,60.73957785596987,80.04001924659562,391.90934881827707,23.485596010069386,8.116703708482811,0,0,1.3301552788592186,0,0,0,0,0,0,XXXConfid +5922,79,1,0,1,22.420318727439962,1,5.57865815695261,0.9636575229334066,6.686781508505053,9.264135522950347,0,0,0,0,0,0,134,67,154.11592102670878,137.78907777142962,80.91125057979485,243.56831177920043,11.141452440044079,7.0597636965058665,1,0,6.132658012702566,0,0,0,0,0,0,XXXConfid +5923,90,0,2,2,26.699664562060452,0,19.428719372641517,6.650747861705252,2.205635611969714,7.450183466449392,0,0,0,1,0,0,126,101,272.3442046201239,133.2028196837784,69.49494511951063,77.6842837063706,28.06482181928319,3.002559153638884,0,0,4.880308253433019,1,0,1,0,0,0,XXXConfid +5924,83,1,0,0,27.89953660935263,1,14.22021925773479,2.338289318150164,7.675198552460923,7.023875693524785,0,0,0,0,0,0,152,69,221.16542815379688,127.45288304308652,27.94147392728828,226.2688229845187,2.055363689230009,8.155654919559122,1,0,4.53953371926906,0,0,0,0,0,1,XXXConfid +5925,67,0,3,3,15.135260611075614,0,0.534348309280317,2.3362629513383304,2.830787826547141,8.408337765116288,0,0,0,1,1,0,109,86,164.01303520326823,169.44704174527553,88.36034107248,330.2041266594057,7.07961999771161,7.003210592961107,0,1,6.68245829507357,0,0,0,0,0,0,XXXConfid +5926,81,1,0,0,35.7837694369497,0,6.381536117181435,0.21103507170770364,7.691021735561546,7.71896741679776,1,1,0,0,0,0,155,90,183.23840878889882,196.62357185811922,71.49417763940971,283.29317384236174,17.478863730424163,1.371721824480192,0,0,4.783125591126761,1,1,0,0,0,1,XXXConfid +5927,66,0,0,2,38.653960744715164,0,3.167948073672986,5.528618039448947,3.778655045075996,6.381876627195766,0,0,0,0,0,0,112,78,240.67871599186358,191.6031826364731,28.329151680087232,156.68334033165613,27.568163820217247,7.973391490535725,1,0,7.033274662303038,1,0,0,1,0,0,XXXConfid +5928,75,0,1,1,37.82358359433992,0,16.304243474496573,9.365582915067233,9.270864301354187,5.975956455105875,0,0,0,0,0,1,126,116,150.57569546009037,123.26605517737943,85.50912659504417,132.67012493888328,16.042137912629553,0.4485933639995765,1,0,3.9685096195269787,0,0,0,0,1,1,XXXConfid +5929,69,0,0,2,16.1766739173608,1,18.567841798546645,2.018025656372475,9.904519031545199,5.456361805283585,0,0,0,1,0,0,150,73,225.16657204636368,118.75280285535813,73.8235034980071,292.6637393279101,23.656692213741657,6.4573929105039705,0,0,8.70547500006028,0,0,0,0,0,0,XXXConfid +5930,82,0,3,0,18.841829519009664,0,2.9442071487754373,0.7340287756382025,5.882590092401009,7.551695058070097,1,0,0,1,0,1,174,117,257.6262045346302,61.06106024814184,84.27404028630048,199.4595831128681,21.736110197654813,1.6702009006676644,0,0,9.173499201573595,0,0,0,0,0,0,XXXConfid +5931,80,0,0,0,39.145917059579006,0,11.961936889331435,6.112649296648507,6.540952475053015,5.201687567979153,0,0,0,0,0,0,109,70,258.0437043961382,183.4631973718566,73.09581850739055,132.54686872067745,21.395494535473052,5.7719104474922736,0,0,7.626359491534337,0,0,1,0,1,0,XXXConfid +5932,88,0,1,2,33.39857883906585,1,4.272809899867964,8.463615494421937,4.551154052735224,9.734428198184062,0,0,0,0,0,0,119,103,182.11516312481245,190.2833505405475,88.6763574155317,110.01479473532169,20.117844940843153,7.300560744601618,1,0,1.3727632522360689,1,0,0,0,0,1,XXXConfid +5933,75,1,0,1,27.754224091891682,0,4.5197938540134,8.866446781562688,0.26945118650511746,4.562522691820108,0,0,0,0,0,0,143,103,281.13742780075927,167.15113474239337,73.50569887765747,254.42551066232065,4.176046333203454,5.211284976610764,0,0,6.460064007280717,0,0,0,1,1,0,XXXConfid +5934,76,0,2,1,20.2795339433746,0,8.650726060055899,4.546652020554564,2.4658673239862097,9.483535506842731,0,0,0,1,0,1,135,75,154.30720442246957,99.28344964818936,83.30812940078967,201.16225302644568,26.86396524289424,9.93484086843694,0,0,9.683286626614503,0,0,0,0,1,0,XXXConfid +5935,63,1,2,2,29.762713343124624,1,14.569238209024064,0.1130146903709639,1.132631627692482,6.042252092157618,0,0,1,0,0,0,139,114,281.1178878089795,147.96646166493048,82.33083532049572,369.66801083707486,20.388631952678185,9.206424741632373,0,0,5.243814388522542,0,0,0,0,0,0,XXXConfid +5936,77,1,1,0,22.23843070094189,0,2.790014313516269,4.73172091280558,6.930751307022569,6.638412063450623,0,0,0,0,0,0,101,73,187.49473594026813,97.14859108669492,43.840148663226145,342.5445272466956,6.031793784629409,8.459821599466865,0,0,8.203402959745759,1,0,0,0,0,0,XXXConfid +5937,66,0,1,1,29.424341831348265,1,14.206665389090933,7.543424713666447,7.466741930784017,7.369353691833299,0,0,0,1,0,0,149,61,270.20952690246054,89.16971968637947,23.33815620812902,73.10284949206311,25.87706837383621,0.5141304067167396,0,0,7.8874598177028075,0,0,0,1,0,0,XXXConfid +5938,69,1,2,0,32.64478270683665,0,16.755043470873897,5.728251984098173,6.057005335212752,9.74711985262121,0,0,0,0,0,0,146,76,188.7122264902524,143.13106820204064,77.2945129261231,312.1293751498896,13.07338318952112,7.728949994397194,0,0,7.28926422864234,0,0,0,0,0,0,XXXConfid +5939,65,0,0,3,19.429885471532714,0,6.156346499962049,9.811099530942744,1.8218299295429752,6.439254039971679,1,0,0,0,0,0,98,66,221.34858229418927,172.29405570675124,45.896689579055604,280.06827775029956,4.572896252943643,9.810719048507636,0,0,8.687983280173246,0,1,0,0,0,0,XXXConfid +5940,89,1,0,0,39.221866530472596,0,7.103306434417702,0.7377701583286322,8.680778904353096,6.3972665291207385,1,0,0,0,0,0,137,90,235.0280373662414,165.9942960931699,76.13554524241505,68.8663901094411,25.58353680861907,6.95809842069004,1,0,1.1088899957365117,1,0,1,0,0,0,XXXConfid +5941,90,0,0,0,32.03402057647888,0,11.227719434171672,3.399638228519468,7.050301485943601,5.5951350526570796,0,0,0,0,1,0,175,97,227.59233125419442,57.771204904014326,55.295074449439845,86.84797586703188,6.346910675921903,4.115785977905711,1,0,8.837766834782826,0,0,0,0,0,1,XXXConfid +5942,71,1,2,1,33.54435579847387,1,17.570040171356915,8.59728026856476,5.374231530299283,4.247637236596076,0,0,0,0,0,1,121,81,262.75308099981686,143.8606609109617,35.45516378069241,340.9109913664353,9.269714549836278,3.2654159784349623,1,0,1.9646407999436943,0,1,1,0,0,1,XXXConfid +5943,88,0,0,1,34.981654860811915,1,14.036820418988768,0.5883605712931561,8.156804803454127,4.463055736614542,0,0,0,0,0,0,95,70,230.21222566673038,90.31304603104778,59.62425403130986,153.31577832939223,21.048955884351315,9.570213062156775,0,1,1.1598653555641625,0,0,0,0,1,1,XXXConfid +5944,68,1,0,3,36.22670014149867,0,13.451489943907918,7.695098014452776,2.4862585764958354,9.753186804220364,0,0,0,0,0,0,157,67,175.07119054662905,129.67707637617949,66.23718690649213,393.2359702255708,7.026580982421244,8.262459778943374,1,0,5.847896378505622,0,0,1,0,0,0,XXXConfid +5945,83,1,0,0,26.262025004370432,1,14.111169284307625,1.3983138903598546,3.524005670603799,4.574437079888719,0,0,1,0,0,0,174,97,201.2623951428334,64.21324680431813,73.33256263561171,399.94186159413323,5.396825573533468,6.28312950608024,0,0,4.3617505702646655,1,0,0,1,0,0,XXXConfid +5946,65,0,0,2,37.70625207732876,1,5.207423689617457,1.7165154049252829,3.480592136469345,6.8517281565182415,0,0,1,0,1,0,130,70,243.8499995501437,145.1071789069412,31.624026738196296,326.90545169806074,21.9156957855677,1.8266976302400906,1,0,0.0696708590988393,0,1,1,0,1,1,XXXConfid +5947,90,0,1,1,35.63492784459034,1,12.601321318920442,0.8116037877070315,2.308222724630479,8.3548143859026,0,0,0,0,0,0,129,64,193.7835736324342,139.41766687596018,58.61703603564326,83.54111493202373,26.278260546691616,0.8351280169300535,1,0,0.27286159155880174,1,0,0,0,0,0,XXXConfid +5948,73,0,0,1,29.106537431771866,0,17.335405763643255,1.01844771255867,1.665721836761923,5.542466065707883,1,0,0,1,0,0,147,104,236.31694002955672,90.0702117513374,53.69387785167354,176.68571915541978,27.98369838158009,1.1020435850690913,1,0,9.64767787751436,0,0,0,0,0,0,XXXConfid +5949,66,1,0,2,36.157146085163426,0,9.901577717584608,6.374082164580819,2.180358435964942,4.529523297839653,0,0,0,1,0,1,102,96,152.7183502127658,76.57208490245795,73.04243948704851,60.119292442170405,23.27886161474421,8.817961766190493,0,0,4.113878109297827,0,0,0,0,0,0,XXXConfid +5950,77,0,3,0,26.44541893701639,0,4.967481898902464,9.987429413422253,8.920332120232517,7.3138090183309235,0,0,1,1,0,0,116,62,237.81668389416058,109.28554012840027,55.545738214409575,264.1548273864811,22.512455243694514,6.557604849215709,0,0,0.12904643070124955,0,0,0,0,0,0,XXXConfid +5951,87,1,2,2,31.434118957099574,0,15.96168021056981,6.740219953150342,3.95688704474268,4.911771267849322,0,0,0,0,0,1,105,106,190.64118185459455,189.69840047267357,74.67994762736268,175.59447240808655,4.007805444719582,4.323972880323473,0,0,0.22221925381609053,0,0,0,0,1,1,XXXConfid +5952,77,0,0,1,18.097366100639597,1,1.8085741822123924,4.547629157014375,3.082786607407958,8.412915122653592,0,0,1,1,0,0,118,85,254.76125687051945,53.752666361985256,98.06700906518674,145.19979326747696,22.492262594989676,3.6097183368868215,1,0,6.021882402802073,0,0,0,0,0,1,XXXConfid +5953,73,0,0,2,28.308589319690526,0,16.78434091103862,7.440611502685506,3.4821222088299777,4.909297521739006,0,0,0,0,0,0,137,103,240.58217319223414,171.4007528815342,74.22453080256422,342.88177204787337,11.771321356463842,8.77096718549607,0,1,0.6973612545215813,0,1,1,0,0,1,XXXConfid +5954,64,0,1,1,17.121973203018037,0,3.220656857116646,2.9924437304922025,0.6295904972075728,6.2433473386467675,0,0,0,1,0,0,109,68,163.93803894536805,184.56087171948056,83.62866251429116,140.80274486163498,15.55663319102748,0.643507624879528,0,0,1.27312877733057,1,0,0,0,0,1,XXXConfid +5955,67,1,0,2,15.989409056248707,0,5.710524009325826,5.179653499820576,6.593359508635803,9.516201893665713,0,0,0,0,0,0,160,97,223.20353623862613,162.6635273279243,93.37566027925342,386.5422471158717,0.8808305231605074,5.6255745795003955,0,0,6.3913012732910826,1,1,0,0,0,0,XXXConfid +5956,84,1,0,2,33.80392221384661,0,7.046026367976408,6.169403975872644,9.17915072607247,4.8650537910311105,0,0,0,0,0,0,138,73,238.85389074256176,55.314054189757755,32.214314287021544,191.56845692335506,6.907541740249049,4.010164717009501,1,0,4.317319369161359,0,0,0,0,0,1,XXXConfid +5957,65,0,0,2,17.318461276541438,0,3.259325989056565,5.453591628729805,7.415785201103987,8.255163178022137,0,0,0,0,0,1,147,102,256.299842595249,148.69561114217402,45.96101779203174,309.6213410992863,6.7190217887929125,0.8555413252311517,0,0,0.1580847915303707,0,0,0,1,1,1,XXXConfid +5958,62,1,2,1,21.130834991952263,0,5.83971888213698,4.322367576125589,7.232568976114596,7.049275407943659,1,1,0,0,0,0,158,84,222.1332527562134,157.9372042461183,54.39935111349968,363.6514677275076,0.8900814167876603,8.96226887816215,0,0,9.046632128909813,0,1,1,0,0,0,XXXConfid +5959,61,1,0,1,28.05664293962254,0,12.691679714389112,2.41940462318981,4.058210792685899,4.282234998965597,0,0,0,0,0,0,96,89,270.9381676828592,124.43806255888548,87.54889823119184,390.74443609793684,24.473548438075568,5.996899395009745,0,0,0.44332356143793383,0,0,0,0,0,0,XXXConfid +5960,72,0,1,2,30.646710981000492,0,4.452855838274723,0.7680164270912282,4.978013480473709,7.715735033797541,0,1,1,0,0,0,124,79,223.57069716909234,173.57051243669105,77.86205493959457,292.08899295860067,11.253828325856675,3.595237621078944,0,0,6.933665785518196,0,0,0,0,0,0,XXXConfid +5961,86,1,3,1,29.12728940088401,1,12.342021614607539,2.9672145292529253,0.48996058456008407,9.472524057896816,0,0,0,0,1,0,108,74,160.41748655877169,149.68714020760302,66.67918159794274,53.381024456444294,21.58492716035427,8.622276693366235,0,0,9.754924383366298,0,0,0,0,0,0,XXXConfid +5962,62,0,3,1,18.651894053759122,0,9.040913775382071,4.154960352779091,1.1833010885204176,6.548235777208987,0,0,0,0,0,1,148,93,213.21727899138915,153.14696658152857,29.583266304338558,213.67335533421596,21.45888466585555,4.714638458384282,0,0,2.9572651567382655,0,0,0,0,0,1,XXXConfid +5963,61,0,0,1,22.446831360133153,0,15.339037103933258,8.638759055575282,8.070759565283579,6.367477957816533,1,0,0,1,0,1,116,114,281.69339132611833,114.47314498468016,44.047506596558875,251.35049211882372,22.76937737359036,6.093822290413955,0,0,9.899632356558872,0,1,1,0,0,0,XXXConfid +5964,77,0,2,0,39.74273056303613,0,2.661449483055558,9.505022100399596,2.282057014997231,6.599938297424503,1,0,1,0,0,1,100,87,151.50130260149956,191.4786450709846,41.49413194109858,206.42235709745205,18.6147487249941,8.632562397223015,0,0,7.4519155815381914,0,0,1,1,0,0,XXXConfid +5965,87,0,0,2,29.167872853380995,1,1.618527597582995,9.455259249356873,2.0577606514949407,7.599914383209494,0,0,0,0,0,0,123,111,205.03641885695237,73.79757611796929,72.2241693553064,329.83264827969106,12.515014074360995,9.023277123721282,0,0,1.1077879578705907,1,0,0,0,1,0,XXXConfid +5966,74,0,0,2,18.2729171276653,0,16.52661522761321,3.458778602358903,1.3008844863110713,8.572977994142219,0,0,1,0,0,1,131,90,289.9621545886953,98.95435671775974,20.795812905230704,331.95797580252895,1.5144841261014375,7.506945201457183,0,0,2.8197466194083134,0,1,0,0,0,0,XXXConfid +5967,67,1,0,2,23.28120283378536,0,12.499821591778154,8.046865311782618,6.295028522656012,5.7391424589664215,1,0,1,1,0,0,127,88,298.64232400179674,154.3151400764977,30.35624992370022,186.27175335451224,23.522057693823378,8.409199920049474,0,1,2.9035180156416693,0,0,0,0,1,1,XXXConfid +5968,78,0,1,2,34.1511863399689,0,19.01335430873408,6.472853908293038,0.10886146402026897,5.5563611657325005,0,0,0,0,0,0,108,92,159.18211495195771,94.35280903464998,51.08108417098177,156.68182161394296,10.416846577678765,5.232862478547499,1,0,0.32678436793495913,0,0,0,0,1,1,XXXConfid +5969,86,1,0,1,35.61732099936089,0,8.421844794222542,7.873065410936778,9.968027307067368,4.258341230838965,1,0,0,0,0,0,136,71,157.85081115668976,51.81872450742143,83.5832955141257,292.60287163210285,15.244572650797181,2.7639142192806965,0,0,0.0315346497035629,0,1,0,0,0,1,XXXConfid +5970,79,0,0,2,27.549843045220435,1,12.684896643527484,9.44566240335883,1.2097080628555257,8.089140695395976,0,1,1,0,0,0,122,76,237.58956909666477,61.50950486049403,33.51699506757995,173.00582668457884,9.045101359310998,5.623844168688647,1,0,9.306326929053318,1,0,0,0,0,0,XXXConfid +5971,61,0,1,0,15.445934559997015,0,10.33751105817293,4.430495887886755,7.121458377759645,6.945327688473136,0,0,0,0,0,0,108,71,237.2528215294363,88.40529585012214,23.97185142027685,357.55932742620297,18.246467656999375,7.52316470677775,0,0,1.346023072296333,0,1,0,0,0,0,XXXConfid +5972,81,1,0,1,37.58058791102577,1,19.591346728032526,5.516881919223122,4.699109645660967,8.19552245724232,0,0,0,1,0,1,94,107,227.77859276408918,83.01151401300024,63.70243786578317,340.7812431137293,20.621814125106557,8.988080372554172,0,0,0.822901586128052,0,0,0,0,1,0,XXXConfid +5973,67,1,1,2,29.997110186713275,0,5.951500492317871,4.778918081033458,8.97298969951155,9.598472636000878,0,0,0,0,1,1,166,71,183.415188850316,73.69491126777419,74.87886940133731,383.30811276963004,15.63068690215835,7.08502049004755,0,0,0.07776272330045852,0,1,0,1,1,0,XXXConfid +5974,84,1,0,1,17.120425488580075,1,5.848914192321619,3.608828819616152,9.376442336528093,7.639094867882406,0,0,0,0,0,0,177,94,206.62902143360736,122.23307547314731,66.28116208347464,328.6723545540295,24.59571026011837,8.507317439510283,1,0,0.1541559950227145,0,1,0,0,0,0,XXXConfid +5975,71,1,1,1,33.60539853254164,0,4.596179774410349,1.203149944162455,2.6263743741742274,9.021791127936329,0,0,0,0,0,1,97,79,242.9759248542345,82.51226209157272,96.85019644808658,250.954842477305,19.477694486888947,4.807729385123491,0,0,1.5625625224392958,0,0,0,0,0,1,XXXConfid +5976,89,0,0,2,34.738421632642,0,14.60280265502927,3.7419268142968267,3.6615390208067353,8.912425573650527,0,0,0,0,0,0,127,63,199.26010024057086,92.51315540767615,20.015124832101414,252.4244062258466,22.94327641250498,1.8126619276933909,1,0,3.1851352165317914,0,0,1,0,1,1,XXXConfid +5977,83,1,0,0,27.722781862586107,0,1.8401544263483416,1.138478424736794,9.95487934191606,9.408020488734525,0,0,0,0,0,0,114,85,224.39072305149423,139.15251291450699,99.41429968039492,383.1016389871297,13.322950847258891,3.7795542216674214,1,1,0.17883045778233297,0,1,0,0,0,1,XXXConfid +5978,84,1,0,1,33.68421037305005,0,9.458690680088422,1.1599825202942293,4.150396894157167,4.831004008259589,1,0,0,1,0,0,106,117,203.02379979372614,137.36314642670374,26.23051423358624,287.4723757463629,21.428678523613794,4.988171406835571,0,1,5.30679645141125,0,0,0,0,1,1,XXXConfid +5979,85,0,0,1,24.34799990914982,0,15.769374561857523,7.965831900228065,0.40136720519065694,9.207355616475486,0,0,0,0,0,0,153,75,187.19042718484826,160.47542656244792,79.88705653519274,294.46550418355014,8.089081345785969,1.0782692527992122,0,1,5.29985526854329,1,0,0,0,0,1,XXXConfid +5980,90,0,0,0,28.72618844523717,1,16.800527525605723,1.7902295097404597,0.22769723587170443,8.034386371633932,0,0,0,0,0,1,135,95,158.95753414776274,103.69810330151012,97.5885434064723,302.4576637672818,6.744261893991074,1.352301175110956,1,0,1.65534593910879,0,0,0,0,1,1,XXXConfid +5981,89,1,2,1,32.60667687366682,1,15.81901148140593,7.129810448396725,6.687003409109261,4.526634332872326,1,0,0,0,0,0,171,85,261.87312744394546,116.4494608053203,26.747051011989473,180.4808101662181,29.711720809232574,2.4465904345472875,0,0,4.693289511850152,0,0,0,0,0,0,XXXConfid +5982,84,1,3,1,36.15583623653987,0,16.234037711712283,1.1510199107630092,8.022063881009235,9.701672576365112,1,0,0,0,0,0,117,92,293.3930846108576,164.761722089413,87.93402492464824,398.1913462424029,20.38109823794667,2.6549414294160645,0,0,2.1141228149786784,0,1,0,0,0,1,XXXConfid +5983,81,1,1,3,21.052494479343174,0,6.026208451138968,3.027745965276254,5.21422078059471,6.47736058303746,1,0,0,1,0,0,162,80,174.3333813612906,66.45411409829396,67.14525053207421,243.98802326760628,20.56818585507576,5.514972203042339,0,0,5.189350836389261,1,0,1,0,0,0,XXXConfid +5984,77,0,2,1,18.944096519719253,0,9.151666863764124,5.101619385578861,3.1899070833314913,8.745812161592237,1,0,0,1,0,1,117,81,265.6025914140462,70.1254202142402,65.36728746867225,310.06831506353467,1.7023237681673686,1.920318411938161,0,1,1.0871854797996205,0,0,0,1,0,1,XXXConfid +5985,84,0,0,2,38.528699933152005,1,13.30660079934371,0.4485209827847003,0.7920286144620503,7.958006481815309,0,0,0,0,0,0,102,64,241.9238548416469,87.22827956724348,89.71559088828874,133.5503229598262,21.65476330040838,3.493100080897719,1,1,8.13966238868041,0,0,0,1,0,1,XXXConfid +5986,74,1,0,2,15.070944458989286,0,19.30664238247411,1.1258994238367592,5.343269920004171,7.005387773035506,1,0,0,0,0,0,109,98,222.1859540360837,92.9593697206468,51.091191989942324,300.91080533620294,24.768209474360432,4.151459891483346,0,0,6.613915592502229,1,1,0,1,0,0,XXXConfid +5987,67,0,0,1,25.71563459763004,1,7.399321790079534,7.087181367398545,4.052272294415063,5.028806939515933,0,0,0,0,0,0,113,69,268.4436373292055,52.49772549606788,62.952357624933654,253.6293525162293,20.967713425608196,1.5392049759290527,0,0,5.706071108419084,1,0,0,1,0,0,XXXConfid +5988,78,0,0,0,39.368345795549146,0,11.580206697360389,6.612341652529656,7.798443454191876,9.221181578505618,0,1,0,0,0,0,116,86,203.44473197599555,81.51871550787457,80.12001974624695,370.1022501929588,14.711841915303145,7.255303923805353,0,0,7.138927464056314,0,0,0,0,1,0,XXXConfid +5989,88,1,0,0,17.11255490441451,1,2.8558300942555137,1.2781796792243316,2.9906510062845015,7.7670955849424805,0,1,0,0,0,0,155,112,231.4375155735073,72.75314823955793,45.002147922449815,104.13318093799187,20.966160954361232,2.6947335093739944,0,0,1.480324657732407,1,0,0,0,1,1,XXXConfid +5990,83,0,0,2,33.55309596733626,0,18.925669134412605,0.6627992746962796,9.129382352355561,9.443451956419667,0,0,1,0,0,0,108,99,185.30835204397027,125.01222367043785,25.45123883721643,90.17592419546126,10.02398703119774,9.536101557678078,0,1,6.8715904556913765,0,0,0,0,0,0,XXXConfid +5991,77,0,2,0,24.422836987408893,0,2.22576765571749,1.5856828001875922,4.104406014839711,6.731169054620916,1,0,0,1,1,0,152,106,191.99988008450396,102.17867940863749,73.22540536945039,77.14254471269112,23.70846484864568,5.7262167584043135,0,1,5.414637795400523,0,0,1,0,0,0,XXXConfid +5992,78,1,0,2,39.17189152367567,0,12.83155638002076,4.487245940034637,8.093385305038613,5.894227542650472,1,0,0,1,0,0,146,73,168.3961654365375,181.24809499094812,35.13481903380578,232.70230093736055,23.20221441690726,8.490385372557563,0,0,0.8103082272748574,0,0,0,0,1,0,XXXConfid +5993,89,0,0,0,25.559269966855506,0,11.839192807810727,8.132566246119431,8.349686248150315,4.6178823951197625,0,0,1,0,0,0,138,110,261.9896436216789,150.55330031487864,52.79047930306568,216.24785922095606,28.707812399090344,9.774362781118482,0,0,3.8988116057663644,0,0,1,0,0,0,XXXConfid +5994,84,1,3,0,37.78276269425536,0,10.594565353231625,7.3967834967618975,1.849108974337813,9.26665454640318,1,0,0,0,0,1,155,73,216.19948346735424,82.93407417598036,62.90041199212247,272.55494819521596,1.474858896865141,3.2045810678160747,0,0,4.10908932311593,1,0,0,1,1,1,XXXConfid +5995,63,1,0,0,25.435030861631773,0,7.395533693459047,6.725169085666986,9.068347090047403,8.679241181343087,1,0,0,0,0,0,165,107,234.09166983107792,104.56535815370083,72.5490936298004,69.26567585951497,25.4346327594897,5.7256011444254575,1,0,0.23675054685872277,0,0,0,1,0,0,XXXConfid +5996,86,1,0,0,16.656064227347766,0,1.9451745987707447,5.795247863513545,6.069316036024517,9.603342302196445,0,0,0,0,0,0,95,77,228.37520991902164,68.92282361762425,41.60309592004292,248.2745570669806,21.64918877267203,8.562309888714026,0,1,5.892779012711607,0,0,0,1,1,0,XXXConfid +5997,88,1,0,1,25.673892232278465,0,10.379986853275353,8.043195515924515,2.3544240148631843,4.7643780356734355,0,0,0,0,1,0,126,83,270.95446086326075,85.93614607581222,65.7818730985363,59.475367085045775,22.16992240924668,6.59233386560702,0,0,9.420887330649174,0,1,1,0,0,0,XXXConfid +5998,74,1,1,3,15.372438526457763,0,17.14386352131969,4.733116166541633,6.169755092240861,5.146886315939768,0,0,0,1,0,0,178,106,166.3483234984402,111.7936796412211,28.0120455332907,196.33737097563682,19.50351412802446,4.944604330332185,0,0,9.77701285090269,0,0,1,1,0,0,XXXConfid +5999,87,1,1,1,31.358487089363063,0,5.374521663060545,4.944950618154811,1.6690657294692368,7.313417528237876,1,0,0,0,0,1,103,93,287.0797900626811,119.17574553066925,76.82847979437673,277.7490827180426,0.12705125263731354,1.4523926696891931,0,0,5.593820977657414,0,0,0,0,0,0,XXXConfid +6000,62,1,0,1,22.081275243740894,1,14.267260286075473,2.1195584227676623,5.867852612513094,4.9893569410443455,1,0,0,0,0,0,95,65,243.62674930031565,112.47313021143833,73.75269703558851,258.7782344708196,8.595409412558771,0.40516699567273107,0,0,0.46161470965394913,1,1,0,0,0,1,XXXConfid +6001,72,1,1,1,20.79658561343065,0,10.070795312655349,3.4768164851249828,8.644178471684906,9.249762837065433,0,1,0,0,1,1,112,96,288.9135124259876,54.07921840924722,92.11659871386864,298.45345576656325,14.410220971211476,1.5866435065306927,1,0,0.7959068868754537,0,0,0,1,1,1,XXXConfid +6002,67,1,0,1,24.066062909536768,1,10.84649391991161,5.832994200805064,5.501940043623904,5.389244512335807,0,0,1,0,0,0,112,92,154.9742288387899,96.02294872368635,66.38227214680244,260.13467999961335,17.60181367878733,8.366069602992866,0,0,7.789946638947508,0,0,1,0,0,0,XXXConfid +6003,72,0,0,1,16.33221675395889,0,7.781003208399491,7.532527353296557,6.714227830121189,4.623234154353556,0,0,0,0,0,0,155,63,286.8829885736935,89.29513429907763,36.94296189250045,111.9324078666927,28.457718269603866,8.753677969617206,0,0,7.145451024621812,0,0,0,0,0,0,XXXConfid +6004,82,1,0,2,21.335958599026505,1,5.961961113682959,7.8234110386181355,8.480279715035495,6.572383418550564,0,0,0,0,0,0,98,104,183.87994853329275,87.49131522714688,21.969074722147155,60.19916935695683,11.511558483964249,5.298863203454298,0,0,9.715188934808898,0,0,0,0,1,0,XXXConfid +6005,72,1,1,1,32.391942130443084,0,18.66820985441094,9.335702169144394,8.323286053124505,7.95078563800501,1,0,0,1,0,0,117,102,240.3134919527233,145.30493798533695,53.150571064431425,221.03533423138083,20.469966294800038,7.678171772137649,0,0,3.0371577947667836,0,0,0,0,0,0,XXXConfid +6006,84,1,0,0,20.77186231310206,0,5.298999320372772,0.5637331524120603,0.9766701924381682,6.48960509019618,1,0,0,1,0,0,112,81,238.78846712875009,93.10061818825548,67.633217379075,338.63577464860066,27.433483214073934,8.807215554572595,1,1,5.807633909690505,0,0,1,0,1,0,XXXConfid +6007,85,1,0,1,26.383700597239176,0,13.34201325861507,2.933508388539332,4.833825420215954,4.0732092491661795,0,0,0,0,0,0,145,85,186.34318874315545,163.14164876463096,48.10651387455035,392.4520383360876,28.1747413661541,7.080745924225552,0,0,2.2307228281371283,0,0,0,0,0,0,XXXConfid +6008,71,1,1,2,27.24142334244651,0,0.24476412017646387,1.9433175431524918,4.35387415390967,7.577600074217981,0,1,0,0,0,0,158,116,243.48867923362565,88.40092220271225,64.51857686309307,90.03560419622497,22.295972784725826,4.0469975896369,0,0,9.940631030847522,0,0,0,0,0,0,XXXConfid +6009,63,0,0,2,32.60736596949495,0,4.645887218701077,7.752903439465402,7.513802702873191,8.15969621375492,0,1,0,0,0,0,132,75,175.16206367407574,156.0755777826613,42.06378863299,314.27863661758863,23.682749392224785,4.490568285377585,0,0,8.365911280171995,1,1,0,0,1,0,XXXConfid +6010,81,1,0,0,18.420487643819236,1,7.1020614870204675,3.0969304662608166,1.5829384019410353,8.397735131698042,0,0,1,0,0,0,175,76,247.86965773060666,70.97103707842679,74.97798992510425,204.91504537115296,27.191840514835093,9.110117304823754,0,0,4.992834076375985,0,1,0,0,0,0,XXXConfid +6011,69,0,2,1,30.320829557252818,0,14.237337591761117,4.040968181531317,8.422600644136208,6.139402434347973,0,0,0,0,0,0,138,92,155.3101458719519,125.08407699991392,66.1515303815752,68.21964139941971,6.881219287706202,9.625306077793613,0,0,0.24886528720566514,0,0,0,0,0,0,XXXConfid +6012,83,0,0,2,32.69233639024699,0,17.88443864224068,1.7042175834566164,2.7559167924350025,6.077807650860441,0,0,0,0,0,0,161,62,156.37393174745876,144.31625190628893,28.26085918432331,115.12471300276452,2.108060937543396,1.2718081528727632,1,0,7.539764303805885,0,0,0,1,0,1,XXXConfid +6013,75,0,0,0,21.68276268221961,0,19.327958236988255,3.864114982964122,1.0696777319873851,6.105200040605313,0,0,0,0,0,0,110,119,257.5375801320395,77.39382177135438,86.42318615707843,102.47679254078267,2.0438833105098073,9.51673378243863,0,1,6.686931702227755,0,0,0,0,1,0,XXXConfid +6014,60,0,0,2,21.79966124999394,1,5.689315832925635,0.529490335763424,6.446648586279906,7.913371706115477,1,0,0,0,0,0,111,74,279.6830135506153,133.42089139569816,21.540457703930027,195.76891333343676,14.650279409028485,5.715330951899823,1,0,1.63657039699742,0,0,0,0,1,1,XXXConfid +6015,78,0,0,1,29.803745837224714,1,8.5216501976347,3.4009754708847284,4.147568710819208,5.047524091045158,1,1,0,1,0,0,167,88,199.87748740315018,105.6466186294231,58.7364373089011,229.87780456308326,16.555954248172384,3.397375307646694,0,0,3.7474635682244317,0,1,1,0,0,1,XXXConfid +6016,70,1,0,2,32.40136924436585,1,1.5412338508560142,4.434327854691476,5.053104330257709,5.164989062100837,0,0,0,0,0,0,167,105,261.37078373123967,71.04987386735189,91.57329348725835,275.38004837754653,7.7041796578615855,4.146921252168182,1,0,8.699607718012082,0,0,0,0,1,1,XXXConfid +6017,63,1,2,1,26.841102062226714,0,2.1610323970149437,6.466976843330624,0.012645731620033462,9.508079141724865,1,0,0,0,0,0,143,61,241.31914983815398,183.8352751509972,88.67125978262904,138.38264313137017,27.430116814583762,3.311374554396468,0,0,4.446810337976638,0,0,0,0,1,0,XXXConfid +6018,76,1,0,1,25.8821058530094,0,8.37124905761524,4.12401593903286,6.401486327435774,4.097602693996345,0,0,0,0,0,0,165,110,208.14817735535019,70.21310188924785,47.808781373188424,80.21286574658606,6.736540599049206,2.1328244010897035,0,0,2.946533424783573,0,1,0,0,0,1,XXXConfid +6019,88,1,3,0,27.92059223415577,0,6.475905248511831,6.381809380396405,5.853472741632229,8.330808771916697,0,0,0,0,0,1,135,111,244.57602044183304,184.099472026283,49.45822508811532,339.5358371448233,6.4054726493017675,2.9082001124858547,0,0,9.559479976564813,0,0,0,0,1,0,XXXConfid +6020,63,1,1,2,37.79544050506982,0,4.741266130015407,8.76457965446473,9.886365744124353,9.684893774222292,0,0,0,1,0,0,103,91,226.67517773304422,178.02767730718483,34.786301823901155,273.2570508490545,18.61945462103564,0.6055309280686583,1,0,6.999184478063569,1,0,0,0,0,1,XXXConfid +6021,82,0,0,1,27.25159355342331,0,6.761715381495341,5.812778856084258,6.099531352852871,9.481635749565534,0,0,0,0,0,0,152,84,236.61488537405705,114.21287694789962,67.602169770686,336.2964516889347,8.637423041491786,9.946884680909818,0,0,3.6967607369160715,1,0,1,0,0,0,XXXConfid +6022,62,0,0,2,21.5998930976088,0,14.892498085890164,7.75595550587591,0.6122757829815095,7.893486216612939,0,0,0,0,0,0,90,81,162.93794876452063,135.22910101500435,27.181092929821453,62.174186242408524,15.963508094760755,5.6669690630797245,0,0,6.211278916641807,0,0,0,0,0,0,XXXConfid +6023,73,0,3,2,16.45324524949129,0,2.206758865369496,8.90993361964701,6.704852896463204,4.420036044897845,0,0,0,0,0,0,110,96,236.88087001091026,157.5998851478287,84.47871888215982,53.31719679573366,17.22441985425337,7.977792106250126,0,0,5.889336039950823,0,0,1,0,1,0,XXXConfid +6024,60,0,0,1,33.996955888310026,0,8.40219926486007,8.526069509355018,1.2674255735529616,4.335423253128819,0,0,0,1,0,1,177,98,233.49181253043602,69.6891691198454,31.70810355575619,342.95724515590393,22.102904495377445,1.8461076315121738,0,1,5.024672252698098,0,0,1,0,1,1,XXXConfid +6025,68,0,2,2,16.47586451141214,1,19.88253318811028,3.3199770895879563,4.708365283129067,5.7062734797855175,1,0,0,0,0,0,96,116,153.10831766618483,151.09764692270673,27.16151215227842,335.37703660395147,6.220507394875803,4.248792686376862,1,0,2.9379707294237924,0,0,0,0,0,1,XXXConfid +6026,73,0,0,0,38.747330403523534,1,11.149354954232926,0.97731220625766,8.077713905630956,7.705776742597874,0,0,0,0,1,0,156,111,281.48388556011224,131.85280306775076,83.08595669015023,124.78104185169515,8.509700373477086,4.172013964542565,0,0,1.9754428481248532,0,0,0,0,0,1,XXXConfid +6027,67,1,2,2,30.914016446206652,1,11.936227869731502,2.367945832184474,7.665018271509313,5.534201952348232,0,0,0,0,0,1,178,61,184.2330612979174,190.4028245038085,49.03745865983406,242.11709552404136,24.80081385992709,4.4745533916669675,0,0,3.063905626725557,0,0,0,0,0,0,XXXConfid +6028,88,1,0,1,29.501616827788517,0,6.3746674002578985,1.9315477051409091,0.03401004107488559,7.865662111563977,0,0,0,1,0,0,90,73,220.40554284791222,167.8462600451145,77.78314574581697,246.5479690778972,28.31603276563959,5.021810080201853,0,0,2.8731322834714246,0,1,0,0,1,0,XXXConfid +6029,77,1,1,2,26.02207755115252,0,6.793041447845738,8.048745741474313,3.272334093777914,6.871508624977105,1,0,0,0,0,0,113,88,183.36134499769364,177.93236712822346,20.00343401498445,60.34514877605434,1.1102186398409797,9.874923970262767,0,0,1.8326749922044328,1,1,0,1,1,0,XXXConfid +6030,63,0,3,1,32.212718288491565,1,12.752015182253235,8.843000904253921,9.956199249326747,6.786556948087453,0,0,0,0,0,0,131,65,184.11226908392274,94.28889677103328,35.62090153278064,375.5020348811618,8.031245127397272,0.2560401119656186,0,1,1.5970814091243712,1,0,0,0,1,1,XXXConfid +6031,77,1,0,2,21.538994278016453,1,7.454256106615125,6.216064909000831,7.954774054419326,4.109870778828838,0,0,0,0,0,0,144,93,172.74503825767002,135.22350100768958,96.07486230169901,280.93242476086823,11.591965153740984,6.9259720273540655,0,0,2.3355880726779397,1,0,0,0,0,0,XXXConfid +6032,66,0,1,2,32.184845614000125,0,2.216207989309793,9.138169602821938,1.2790574558587198,5.688334609217335,1,1,0,0,0,0,117,88,232.15607604549055,160.85654568347036,27.94101825463037,138.2793795420862,11.476964141898646,0.12853686438315526,0,0,7.036902374643372,0,0,0,1,1,0,XXXConfid +6033,75,1,1,2,17.989630605402773,0,5.364483399082802,5.613441451161947,2.4327042392119678,5.679720588975959,0,1,0,0,0,0,100,82,278.754531385534,52.51128685879806,97.07268050730329,177.47257882512645,14.06383547009389,1.9795364813986982,0,1,2.9597257939807764,0,0,0,0,0,1,XXXConfid +6034,72,1,0,1,31.38376028710749,0,14.233645369474722,5.169299806799209,1.433255609576345,4.846522564072144,0,0,0,0,0,0,95,106,180.57167496883253,133.02827351521637,22.25083723008936,148.32655005327373,26.951226526622595,8.697120820575323,0,1,6.9482355913898015,0,0,0,0,1,0,XXXConfid +6035,70,1,0,2,25.595418701343476,0,17.400645932948034,2.6725763438601104,6.587116987000046,9.409964416040694,1,0,0,0,0,0,110,63,296.9599139615539,76.27212721694085,92.35248588670646,173.15914503342694,21.643560138901474,4.3990821484278895,0,1,8.348520837787909,0,0,1,0,1,1,XXXConfid +6036,68,1,3,0,20.333972292095652,1,0.9927456291498382,7.047439151679505,5.315755405501632,9.112466711195808,0,0,0,0,0,1,146,88,191.4441155540528,87.42054719419988,97.22427168421235,163.93118401213488,26.32991030840256,7.605924609553761,0,0,7.793793903273429,0,0,1,0,0,0,XXXConfid +6037,87,1,0,3,24.788290892611442,0,1.3669570438107703,8.556911366951358,7.902727030352979,5.871177503501656,0,1,0,0,0,0,116,61,296.6363204937885,178.34437021358653,87.65535712961247,233.31257174363316,10.184531990310589,7.162409750590291,0,0,0.9122267754605085,1,0,0,0,0,0,XXXConfid +6038,62,1,0,1,39.38815851653081,0,14.510003612381766,6.499305726978449,2.604003090496464,8.204063183034304,0,0,0,0,0,0,123,92,293.17429971406455,94.15220443927466,81.8001319085607,392.729463728241,28.151536957701424,8.637818903620136,0,0,5.269084285801791,0,0,0,0,0,0,XXXConfid +6039,78,1,0,1,25.618783626534018,0,9.934412376241738,1.5035282138978068,5.731051267006816,6.996384244552647,1,0,0,0,0,0,170,95,256.7859042950106,80.4719493379262,96.18108274371123,321.6009348316185,26.489603855616675,0.3497788425737358,0,0,3.2300135081252956,0,0,0,0,1,0,XXXConfid +6040,88,1,1,2,20.8706833997801,0,17.117960164753107,6.172094224349959,7.152884182181959,7.294162587146595,0,0,0,0,0,0,140,106,220.5004239790329,98.04467001182337,29.464714713548396,243.61944923162383,25.68338243604379,8.727860868110751,1,0,2.134543038719535,0,0,0,0,0,0,XXXConfid +6041,82,1,1,1,29.224278332656446,0,10.277010823053507,8.534761531396692,1.759313210355955,4.48364774813926,0,0,0,0,0,0,119,81,259.4698999114484,165.51500499209678,50.92299369384285,305.45752797118496,14.98759560733936,1.556911945398678,1,0,5.031899828578696,0,0,0,0,1,1,XXXConfid +6042,84,1,0,3,31.930697388507866,1,9.687760089201387,6.146167144308263,9.279793985474363,7.135966298754992,0,0,0,0,0,0,151,66,192.55940803224456,67.40305024654548,75.93058847263549,289.25024803898623,5.835491216344214,8.652568231871964,0,0,8.445547525763713,0,0,0,0,1,0,XXXConfid +6043,83,1,0,0,36.00109880454774,0,1.645305991308601,9.160511944811937,3.6059497164991616,6.40825615817496,0,0,0,0,0,0,174,81,222.7277719316498,136.071942764426,42.67709739071933,126.97483965444424,5.139849855860906,8.401439492273711,0,0,1.150089376679817,0,0,1,0,0,0,XXXConfid +6044,89,1,0,1,18.4333097013927,1,15.571790714966049,7.774400213466488,2.6290564110028236,4.133589611603414,0,1,0,0,0,0,164,92,295.8869232544188,149.69514073274382,81.10054170195853,276.73499866255884,29.421360363054095,3.423872485275404,0,1,8.874372826179531,0,1,0,0,0,0,XXXConfid +6045,89,1,0,1,25.741021264744898,0,0.03626046706898034,6.2920842934418095,9.072248606031277,8.497493385233913,0,0,1,1,0,1,161,76,165.7134257380137,143.6265461996507,85.622160358932,340.89095052567666,6.230188649837815,5.535547283649583,0,0,3.464861456181576,0,0,0,0,0,0,XXXConfid +6046,89,0,0,2,25.19282906219847,0,7.070371061886956,2.4913151375695586,5.058368658502367,8.761572123343576,1,0,1,0,0,0,147,93,264.62338424397024,153.05853554480348,59.83466679794923,226.90706347090514,5.821555538495921,3.586520449991469,0,0,8.472673581380315,0,1,0,1,0,0,XXXConfid +6047,66,1,0,0,27.805268749291564,1,5.010800369269949,0.8973870937339978,9.95245096212673,7.954794779292236,0,0,0,0,0,0,98,102,211.70725749526883,83.95115721950904,71.01698598064371,152.54096468324215,3.599097268477409,9.282050725571553,1,0,0.19637815311026707,0,0,0,0,0,1,XXXConfid +6048,88,1,0,1,39.359945247539926,0,4.6849513127459215,4.261979382821917,2.2632826607311674,7.4615665682996015,0,0,0,0,0,0,161,84,269.9536921614209,141.56954686559288,49.0122583554496,97.67222036131561,3.3630717732570603,4.987657397495386,0,0,1.6757242524420202,0,0,0,0,0,1,XXXConfid +6049,77,0,0,0,38.23210300010149,0,15.667625411776013,8.59572824464109,7.447440388639866,6.0127586036557625,1,0,0,0,0,0,179,74,294.43467362230945,67.0083181770067,77.96076329657842,188.53265378275796,7.440116763729971,7.569036570639234,1,0,0.7098135801611383,0,1,0,0,0,1,XXXConfid +6050,88,1,0,1,21.560129823511588,1,6.192885155259336,1.7948718246136808,6.246839131156769,9.010069946941963,0,0,0,0,0,0,100,113,227.0232268569083,109.55893814701928,71.21041617856282,290.82391858919596,25.033669312237443,4.134076935479033,0,0,5.328393734295903,0,0,0,0,0,0,XXXConfid +6051,78,1,0,1,35.70829878936526,0,14.955806536798818,0.1309954726436391,6.765033580676677,9.335216452294857,0,1,0,0,0,0,165,62,164.71525404027884,162.08706889903598,98.02890548039478,274.4432639253423,28.356550990025358,9.460569714859503,0,0,8.971081643478376,0,0,0,0,0,0,XXXConfid +6052,81,1,1,2,37.444606465922874,0,5.470611020863016,2.7414784280564963,7.309651292907674,8.137698591696696,1,1,0,1,0,0,92,119,182.31296204089037,105.90740587315096,32.90580686208755,270.13061824510703,21.718584540361412,1.253713830686628,0,1,7.173440311528453,0,0,0,0,0,1,XXXConfid +6053,90,1,0,0,24.76768126585062,0,17.42707784417275,6.32879735801499,0.9608881086998056,8.010690347193368,0,0,0,1,0,0,148,65,199.06086758780933,65.1478240240695,67.74936656471219,305.0188026762489,10.50481656586,7.295807244958333,0,0,9.223362064809189,0,0,0,0,0,0,XXXConfid +6054,88,1,0,0,37.22282938144657,1,9.818193122249635,4.035686591862038,5.188703946808575,6.407981468756787,1,1,0,0,0,0,119,62,254.14456213908198,98.4445073505976,72.00413623874664,351.3059255816151,5.1079274871484,5.878386913334647,0,0,9.269977473476153,0,0,0,1,1,0,XXXConfid +6055,80,1,3,0,15.39296021771843,0,1.3879021083288423,5.267056902041887,4.111219687751896,7.972127511228731,0,0,0,0,0,0,172,105,209.10800894590835,147.61471278883928,52.2844611921522,311.2673752459583,12.715485476812836,5.609535694792673,0,0,0.9378968883304195,0,0,0,0,0,0,XXXConfid +6056,86,0,1,1,28.83813287806342,0,14.66665508155506,6.714782125132612,5.658273823222184,6.778237854560176,0,0,0,0,0,0,108,67,154.46703660384395,195.75772210131012,27.220840367564875,357.6886473136433,29.08469062551874,0.7102218592381793,0,0,0.8253738383253872,0,0,0,0,0,0,XXXConfid +6057,70,0,2,1,35.26943731472321,0,16.48782953713891,2.9465828946078423,2.833118961713147,7.923545607191274,1,0,0,1,0,0,171,79,254.8157065721636,198.32029206591824,83.01654222615583,380.102787857007,5.9400553334935555,7.727375411030016,0,0,5.897047608644369,0,1,0,0,1,0,XXXConfid +6058,83,0,0,1,37.49334296493187,0,0.7480497792400342,8.592731585487218,0.8966804556669117,9.714068147612632,0,0,0,0,0,0,99,117,224.14008107327834,96.51266590872683,93.81127081532915,57.389854244125615,0.046927529345390795,8.438039846292728,0,0,7.295883192993982,0,0,0,0,0,0,XXXConfid +6059,81,0,0,1,20.186426392619413,0,5.62602450045717,1.5372829428109624,6.5024657258923995,9.541968354219367,0,0,0,0,0,0,147,72,175.4843688886588,194.57370197019907,75.61493032348616,358.00629094866383,22.473770223913885,2.108153354836191,0,0,0.986209296661017,0,0,0,0,0,1,XXXConfid +6060,85,0,0,1,36.69663258267654,0,17.340267119931365,0.2477225200132327,8.833748124691539,7.434823427807917,0,0,0,0,0,1,163,71,182.39896440691402,84.01007051386152,72.17602390916622,187.12708551402596,6.8952244503276505,1.9164824952157222,0,1,4.2508556500153905,0,0,0,1,0,1,XXXConfid +6061,62,0,0,2,17.891463791772765,1,13.803552926119906,4.128681091478929,5.959693876009059,9.847487667427014,1,0,0,1,0,0,145,64,290.80354139403005,159.4534384562457,69.02116645177922,380.92818293874836,1.7450402670197696,4.011718050588872,0,0,9.172341924159662,0,0,0,0,1,0,XXXConfid +6062,60,1,0,0,33.391497416327155,0,6.783248401192681,8.299078919502286,5.608097067788068,8.737336539275107,1,0,0,0,1,0,110,94,253.38312494333937,126.58974124446544,31.4071004323564,96.69864529649324,10.704780623760822,3.7916287441981797,0,0,5.887117735698286,0,0,0,1,0,0,XXXConfid +6063,67,0,0,3,20.124908132963665,1,10.248479366517898,6.026917020054594,9.220837457068944,4.537702828523206,0,0,0,0,0,1,140,96,254.20776929518945,104.46428769034597,60.25597094652005,147.521925073177,0.1551193311065091,9.077604939351625,0,1,0.9898736644691075,0,0,0,0,0,1,XXXConfid +6064,78,1,0,1,23.960749688899817,1,12.24757873431967,2.1217643682715845,4.179176521483749,4.988147789656112,0,0,0,1,0,0,155,76,214.02591076186508,197.6787423710788,99.62836154024502,374.78418316072356,28.414357186804125,9.815062934724393,1,0,6.565250464590042,0,0,0,0,0,0,XXXConfid +6065,89,0,2,2,30.79539798011756,0,5.531934361467091,0.9994725211905331,7.588054470162374,8.003548561192014,1,0,0,0,1,0,163,86,260.15350785446003,87.63105143404108,38.59940855848339,55.37968209481944,6.25705948590784,6.23593867772988,0,1,9.64960133144452,0,0,0,0,0,0,XXXConfid +6066,90,1,0,2,27.919813203372186,0,11.027066416533113,5.939417047092343,6.028871059233043,6.545821962518264,0,0,0,0,0,0,123,78,174.37236561589594,143.77670496681378,32.59581000069537,291.30374023326857,22.878476072521657,8.15443351880123,1,1,3.0021686592078725,0,0,0,0,0,1,XXXConfid +6067,74,0,0,1,17.461073105748714,0,15.408766197466207,3.719246932510721,8.504389553118962,4.5123057029285185,0,0,0,0,0,0,134,110,283.00878534559047,123.254585891943,37.587255256780665,63.77900442303696,17.532834238599847,3.450822864462576,0,0,0.7308227016684732,0,1,1,0,1,1,XXXConfid +6068,60,0,0,1,31.425225513450016,0,1.742578777764494,2.6893624215935064,3.2661464309276997,5.880669129413821,0,1,0,0,0,0,147,86,251.08384001985743,70.63368249378496,84.61236511178922,149.209987134411,19.6244741058344,4.408668529977138,0,0,3.0275786367897597,0,0,0,0,0,1,XXXConfid +6069,65,1,0,0,22.372554635491205,0,19.76278020147568,0.7539434148066171,7.131137166654709,4.565135730357985,0,1,1,0,0,0,179,82,213.3905373572895,90.00438115388319,32.11500117608617,190.65253395802893,12.064938598653349,2.6515313687297692,0,0,7.689812230930942,0,1,0,0,0,0,XXXConfid +6070,61,1,0,1,27.362888353086642,0,13.84103616079036,1.9471356987245514,6.865909463347441,7.57785199982131,1,0,0,0,0,0,160,118,271.4899822248477,183.1055846665788,27.09609564871732,394.2215735073546,29.23069592249948,0.2508421338117639,1,0,0.9031319245075553,0,0,0,0,1,0,XXXConfid +6071,81,0,0,1,29.178139274924956,0,9.498267134635636,0.0927934076143655,7.0933467865468645,4.229469631774058,1,0,0,0,1,0,107,92,236.9863020137422,163.2657090064592,81.86958516944401,343.98477888401806,27.756304909615633,2.4938190862427256,0,0,3.1536741804941295,0,0,1,0,0,0,XXXConfid +6072,82,0,0,2,26.19138105234143,0,4.035605543222188,6.720012638078291,0.3148673276156988,7.952407202406994,0,1,0,0,0,1,165,66,250.0288229469654,180.95545918552713,94.32869897271213,284.93092375906167,8.558390087736479,3.564185962449998,0,0,2.1132878675294595,1,0,0,0,0,1,XXXConfid +6073,69,0,1,3,37.17453065007287,0,5.495962151014721,4.050715974889366,3.314528084804885,7.976175839704754,0,0,0,0,0,1,171,83,273.17361096758515,142.46461535559064,73.56214765223592,227.7595380223764,10.652878095852419,9.826532123050901,0,0,8.661125137862882,0,1,0,0,1,0,XXXConfid +6074,69,1,0,1,38.450687979629386,1,3.481659935420669,8.932072771375037,2.563571666681932,6.953752313907618,1,0,0,1,0,0,107,112,158.39632391044753,112.25281036089501,59.98023296284867,393.24562204168205,9.336734996323617,5.643095374246531,0,0,4.832750032307435,0,0,0,0,1,0,XXXConfid +6075,61,0,3,2,35.251441051809046,0,5.770827055013972,2.402843643735605,3.645216688303219,8.651785608717956,1,0,1,0,0,0,124,99,230.1754908779119,77.80951108261826,44.09858782095385,239.68608689901745,21.220361265850023,0.85837120742697,0,0,9.372940431066338,0,0,0,0,0,0,XXXConfid +6076,68,1,0,1,27.39534553087739,0,19.61905804771205,9.778357469872573,1.3982361447266545,7.749787090613088,0,0,0,0,0,0,168,117,260.18842175517426,68.16551038043721,42.31078334254225,138.7722519182666,11.941889328964475,9.60452940402708,0,0,4.783867008133587,0,0,0,0,0,0,XXXConfid +6077,67,1,1,2,20.73142553232993,0,7.090484556855145,4.637847209807972,3.783380966858365,4.108584202414529,0,1,0,0,0,0,90,88,293.77471069427276,145.53372774276065,36.68632373024458,80.34480807525131,15.897732561104881,0.45260871086112986,0,0,7.205357415265451,1,0,0,1,1,0,XXXConfid +6078,87,0,0,2,38.852267242515715,0,17.969848755264227,7.717606222496565,2.582516024390099,4.382098015027621,0,0,0,1,0,1,111,66,252.69798796152725,166.17992989818563,75.50306535874861,288.91100510603815,25.13605615107511,6.2810733451204195,0,0,4.027523365122154,0,0,0,0,0,0,XXXConfid +6079,81,0,1,0,39.46639791495532,1,19.927242810825273,4.108743869312272,2.9916893641687947,5.25553875460695,1,0,0,0,0,1,96,104,280.8240853765543,108.6947838028748,37.98565826332563,178.3093664569564,6.984766039393885,8.425023179827122,0,1,5.534373222124135,1,0,0,0,1,0,XXXConfid +6080,77,1,2,1,25.870719616622587,0,3.716292018075147,5.571830622597079,9.473281869183538,9.77224781465154,0,0,0,0,0,0,136,81,238.61503181860175,183.17576259515684,99.14514655423899,203.55519138971383,3.556818665657766,8.917576435770437,0,0,6.062386194543755,0,0,0,0,0,0,XXXConfid +6081,86,1,1,0,29.336210856464277,0,9.690368801112662,2.615073773179909,6.981413152681722,7.413609177352386,0,0,0,0,0,0,111,64,249.51198842228416,138.5598794373932,49.582276403962986,246.1883212504617,14.441659908144548,0.2324831092843893,1,0,0.8392755942126429,0,0,0,1,0,1,XXXConfid +6082,84,0,2,1,26.41514417352466,1,2.888145304030354,3.5972255763141248,3.643024084286762,5.299373159709385,0,0,0,0,0,0,92,98,208.93051841757605,54.10689059475298,28.526069098734375,255.88634390397013,6.060878825138234,0.4308768892596715,0,1,0.4151028993064809,0,0,0,0,1,1,XXXConfid +6083,85,0,1,2,32.47369475801552,0,9.995191575291777,7.200882577455754,0.7260082027837,9.701796211800655,0,0,1,0,0,0,128,95,274.4978141848078,146.9165344689842,40.994686188300165,368.8471946359703,26.23085244306896,9.270278413533696,0,0,0.5789308148191941,0,0,0,0,0,0,XXXConfid +6084,71,1,0,0,29.710328866495168,0,12.791788634107352,4.203083715483642,7.3584570288650095,5.674804159446393,0,0,0,1,0,0,102,105,249.77855963379875,58.178123730654505,71.90560976481301,293.4802378033952,6.512448197465837,1.065613249390256,0,0,0.21785761792847524,1,0,0,0,0,1,XXXConfid +6085,81,0,0,0,15.658661973301317,1,17.603209214207652,4.362045001517747,9.074930883470573,7.705718897096751,1,0,0,0,0,0,98,112,254.19095071124346,115.17858352947005,29.78944504894322,313.06013421834996,25.9082479137816,2.5676833299699586,0,0,4.938271136105334,1,0,0,0,0,0,XXXConfid +6086,73,0,0,2,21.895799707074286,0,6.768289038109748,7.172714643784315,4.728280415843512,9.711792239659317,1,0,0,0,1,0,169,96,228.0155675144395,171.87948737377388,34.5672737924886,330.56233279994683,19.344343632136642,9.024883789753556,0,0,9.137333331490709,1,0,0,0,1,0,XXXConfid +6087,76,1,2,0,33.8293639108859,0,19.826313091376086,9.399462708710182,4.7941062124568115,4.976045740143789,0,1,1,1,0,0,125,108,270.5244657436494,113.19711983229845,35.326907803137615,152.87039903395123,18.10555514327309,4.801435992718286,0,0,2.718906931446053,0,0,0,1,1,1,XXXConfid +6088,70,1,0,2,17.021894771748215,0,16.9053981198087,5.346585371921973,7.611084415740087,8.449854787277296,0,0,1,0,0,0,105,110,173.5755678243477,52.691316914979886,66.14005330449208,134.06904064076073,19.894915285596696,6.52203062126572,0,0,2.2433726154264564,0,0,0,1,0,0,XXXConfid +6089,89,0,2,3,15.773971701635794,0,1.4252277926780588,0.09115922611690364,2.6744621816431255,6.109529018715013,1,0,0,1,0,1,112,61,238.99403474042865,79.67138956260638,41.564263417523264,360.1677152124237,29.56109607230567,0.24231905430363132,0,1,7.006344769857101,0,0,0,0,1,0,XXXConfid +6090,80,1,1,1,22.677112731510793,1,7.743711732531633,0.7131545062211864,5.940249561152902,7.92017600987237,0,0,0,0,0,0,126,99,211.11106950276033,113.78027265048598,96.46621403731896,105.64306177138974,20.478339066702702,4.220004181991669,0,0,4.656667933058211,0,0,1,0,0,1,XXXConfid +6091,66,1,1,1,23.94818128136423,0,11.41415595657504,5.269243320590898,1.2072451748168667,9.752741710167633,0,0,0,0,0,1,90,109,282.43641359096466,109.58230680011158,35.64416247023991,303.8472650891449,7.009347067287804,7.112984386849942,0,0,8.911670574907818,1,0,0,0,0,0,XXXConfid +6092,62,1,0,3,28.18920966542312,1,7.763348854966061,1.9134914986288998,6.023576565043057,5.039160228384383,0,0,0,0,0,0,176,111,289.3752986787249,176.1837776835058,58.060186142918525,364.1340585589235,8.973482578411838,9.307895689624354,0,0,0.4423259991921047,0,0,0,0,0,0,XXXConfid +6093,80,1,0,1,30.511732422613964,0,3.788271055821133,6.144565852431006,9.807207693415481,4.541606158229937,0,0,0,0,0,0,166,62,230.40377179071223,120.33109411153725,35.43774898111879,95.82769302180456,4.1033953172529305,4.801976327154998,1,0,3.5865422974231596,0,0,0,0,0,1,XXXConfid +6094,64,0,2,2,34.5723313430698,0,0.7917875711271871,4.893581278396709,7.759318950244152,8.607867107213789,0,0,0,0,0,1,102,70,217.57397514570363,149.83848324477563,44.66403990014005,103.77271511369457,23.630112658946487,2.2659360353245916,0,0,3.216013829320956,0,0,0,1,0,1,XXXConfid +6095,61,1,0,2,23.361917294662597,1,4.759297509633782,3.308345137658013,3.998038718349518,4.261269043861834,0,0,0,1,0,0,143,119,190.63222760061083,169.85850910016396,55.80669312676139,337.3122281838154,25.046823263833115,9.30656496307451,0,0,8.911135435974542,0,0,0,0,0,0,XXXConfid +6096,90,0,0,1,38.855794988650615,0,17.960878545982347,1.5772184766650343,6.767726878789931,8.753573327194886,0,0,0,1,0,0,113,95,216.90002794656056,67.79352567138594,91.88459199166012,332.04946293282313,8.749666548054,6.263892186379109,0,0,5.496670668445801,0,0,0,0,1,0,XXXConfid +6097,70,1,1,2,25.69945203616924,0,17.47360061224112,2.4358296324920348,7.621878498332389,7.0062311348956445,0,0,1,0,0,0,121,68,243.18846784190498,194.70666960045693,31.208912251423826,156.63935135691787,4.45035466112301,8.108744402165042,0,0,2.7530261828199465,0,1,1,1,0,0,XXXConfid +6098,69,1,1,0,29.09808247002706,1,10.1510900217299,9.370254652408898,1.0292827546054995,7.6333148010686065,0,0,0,0,1,0,107,104,273.4339011011632,127.4196336621813,37.078047510701985,150.03431571690237,11.134879620302057,3.6700545312353694,0,0,8.315118306726488,0,0,1,1,0,0,XXXConfid +6099,62,1,1,3,16.75150053689837,0,11.560819747804143,0.43905065556184564,2.721910968104896,7.572929360183842,0,0,1,0,0,0,165,87,263.38352220266756,135.04467830259628,50.41847471540943,160.23319502635997,25.87690728573375,4.690925318264844,0,0,6.116923090328651,0,0,0,0,0,0,XXXConfid +6100,76,0,0,1,31.372627966223444,0,8.252730750183396,5.279799231414507,9.767748265806746,7.81858737359838,0,0,0,0,0,0,146,101,234.34604889344968,194.41282338386668,27.444555910659652,371.36154138250475,26.157045425954003,7.108354737628558,1,1,3.4316975773559144,0,0,0,0,0,0,XXXConfid +6101,89,1,1,1,25.079810281223274,0,12.718037953098927,9.339113724908309,1.5779485013008088,5.374834586141294,1,0,0,0,0,0,112,110,219.1597056726756,55.24926574381998,65.3916491139731,65.98451319301992,4.552778376614242,7.538630954250584,0,0,9.378973924530875,0,0,0,0,0,0,XXXConfid +6102,79,1,0,2,22.829263545693053,0,8.138995243635026,3.0767796050232787,1.7513714599661712,6.358500724482829,0,0,1,1,1,0,149,119,209.21931389233185,195.42266084297356,42.80459001915397,151.69547348267912,25.520716468691855,3.794439209595545,0,1,6.303048343305249,0,0,0,0,1,0,XXXConfid +6103,63,0,3,1,23.35604250418085,1,17.56774043535555,8.565534291670392,8.233384768953652,8.767303779130813,0,0,0,0,0,0,106,65,199.05618367052756,184.2518689208268,74.25040654129785,342.4294323053075,0.3642377160215404,1.466079217671703,0,0,1.3914624884142024,0,0,0,0,0,1,XXXConfid +6104,80,1,1,1,19.23498325486564,0,12.635845788176283,1.6180915013484043,1.8709840160178826,8.529212205763763,1,1,0,0,1,0,108,93,285.0303514607016,135.9941958345488,67.43623137644195,136.71576004506323,26.966433369210517,7.188973691813089,0,0,8.097677605854038,0,1,0,0,1,0,XXXConfid +6105,76,0,3,2,30.864922559305214,1,0.06528599679647806,0.2208737490191126,6.329079161903889,6.650873185874888,1,0,0,0,0,0,124,87,279.33462372911515,156.59673642484955,62.36791294190573,78.3126760550619,23.33086519790581,2.877697738336754,0,0,2.86306944085624,0,0,0,1,0,1,XXXConfid +6106,90,0,0,1,30.733561887327433,1,0.675887770242829,4.287874136235566,1.2274709955622465,4.6828477319786215,0,0,0,0,0,0,139,109,249.2400374172688,106.72168781383641,52.250729033153796,158.75082136604863,29.456268864821684,4.900669384466388,0,1,1.4489848077990164,0,0,0,0,0,0,XXXConfid +6107,72,1,0,1,36.79464040862758,0,6.041479405429124,4.16769717289603,6.269232606407039,8.220132330738863,1,1,0,0,0,0,175,118,198.79897423349377,52.51103591810392,94.24206876187378,376.8526373261856,9.64456766823323,4.736029228393766,0,0,8.8782134706482,0,0,0,0,0,0,XXXConfid +6108,81,1,1,1,26.875060302722858,0,14.516886107228766,8.139149401842909,1.400242812990774,4.635530223099917,0,0,1,1,0,0,138,79,254.70724869230693,93.37617203548422,23.68287936746711,274.72870920477965,21.314457290680096,5.557972253629933,0,0,6.559178598310949,1,0,1,0,0,0,XXXConfid +6109,66,0,0,2,32.602802813931376,0,10.383929208220827,4.070684477828887,7.879033296519742,9.658305536940125,0,0,0,0,0,0,155,107,157.39379879179197,133.22013853221523,69.60341653054849,373.5520821991655,17.32721865681954,4.20299026458205,0,0,6.667603372858096,1,0,0,0,0,0,XXXConfid +6110,72,1,0,2,33.87664152122769,0,11.170894557091323,3.5244597993603355,3.9132207831371293,7.6796052391182705,0,0,0,0,0,0,126,116,222.365917607293,177.67023283239536,32.00533603217528,228.56978471692514,25.35947928270157,8.495836556019041,0,0,9.204931141410244,0,0,0,0,0,0,XXXConfid +6111,60,1,0,2,35.98448777366965,1,6.478724095400777,8.663977793805802,2.402226269363783,8.68015802569175,0,0,0,0,0,0,102,88,200.35679217887338,131.4220695198784,33.93096913974058,121.62751760649248,0.37996992286408626,5.626642388695135,0,1,6.719697314601443,0,0,1,0,0,0,XXXConfid +6112,71,1,0,2,21.371774032648464,0,16.166560817373316,9.264892021377676,2.9649748498702024,8.081938220987645,0,0,0,0,0,0,90,61,191.05569841989762,113.45291054632162,97.22066112860253,329.77141964237273,21.360901386417183,5.969379599573758,0,1,1.493834065532188,0,0,0,0,0,1,XXXConfid +6113,78,1,0,0,28.753354553808393,0,4.6231261137585555,2.3460718069368545,3.5596480344815284,7.4821521435826375,0,0,0,0,0,0,100,72,193.64417578820934,164.28359459561005,71.06991598017537,287.43777510052945,7.85958251069514,1.0724890028900058,0,0,2.9680587471285627,1,0,0,0,0,1,XXXConfid +6114,73,1,3,0,30.65439817175313,0,0.9068365924813748,5.125448838595096,4.283818092647735,4.610616566956779,0,0,0,0,0,0,171,114,183.65486996387074,96.08995412757164,92.06533635634466,227.90142513472367,5.314021850934383,1.4303905543526285,0,0,2.335308750729894,0,0,0,1,0,1,XXXConfid +6115,78,0,1,2,36.577664701277534,0,9.043887211879373,7.1180540499665055,0.9537969954701164,8.238629885464364,1,0,0,0,0,0,113,85,158.93037660780305,139.21285838200026,47.90860989643903,161.8494619165042,14.656176704142043,5.5254549636367924,0,0,9.28941205534333,0,0,0,0,0,0,XXXConfid +6116,80,1,0,1,24.15550397223091,0,16.234650142296417,5.929343141017652,3.7230245486506366,5.895880369043467,0,0,1,1,0,0,165,98,274.99233784033794,88.45917759798454,40.92138618969409,63.557052245323135,5.284180750783935,1.9413321154577023,0,1,1.9079624728380629,1,1,0,0,0,1,XXXConfid +6117,78,1,0,3,16.38768414652902,0,16.608023010195815,1.4754475354191587,4.674053688568836,9.104045078743049,0,0,0,0,0,0,130,111,265.2851433849841,82.1711546724188,78.88810464807307,75.23628340292137,8.659165008600961,7.85415800769646,0,0,1.0030745874457214,0,1,1,0,0,0,XXXConfid +6118,81,0,2,1,29.773644894337185,1,10.269719875277634,0.3127233851686828,1.4873960791807195,8.610857508908051,1,0,0,0,0,1,144,96,298.0156300305987,167.1060769413206,58.56139412628827,379.50959405603317,21.709684291420505,1.0846438093284483,1,1,3.069114313341177,0,1,0,0,0,1,XXXConfid +6119,77,1,0,1,25.627571205272268,1,16.231099162683044,9.918025925664931,1.3195541279077705,8.325676337424216,0,0,0,1,1,0,96,72,150.40304916708345,135.01384166835322,69.79226764720542,316.11486330467585,22.485505872032803,6.850160328384565,1,0,0.1476786969714028,0,1,0,1,0,1,XXXConfid +6120,86,1,1,1,32.54197069981607,0,13.526394796708543,3.2371802383096937,4.3205105055792465,8.74019611221766,0,0,1,0,0,0,149,83,200.7451190109985,82.71550295592894,73.56345930355121,113.05991250330774,19.93103553035839,5.4099614507341265,0,0,6.536957091840524,0,0,0,1,0,0,XXXConfid +6121,76,0,0,2,23.671595873398545,0,18.300121065230808,3.148953038840782,8.846350596425212,6.9417029421685434,0,0,1,0,1,0,143,70,177.06204286075368,57.35744370296619,24.831390932264572,394.8395897483777,12.350215244542945,2.6952074238666404,0,0,1.3596867417540137,0,0,0,0,0,1,XXXConfid +6122,79,1,3,1,30.149925226526737,0,10.388900745818741,6.60636795484759,3.5989437104806155,8.07337533887114,0,0,0,0,0,0,130,116,276.22138270198826,92.90296533550404,40.499569424504784,394.7936509397752,18.24469791412145,2.331443490380758,0,0,6.343874027940556,0,0,0,0,1,0,XXXConfid +6123,87,0,0,1,21.701110953059363,0,0.7154246108497841,0.5600269251789802,1.688713850745831,4.863304254889211,0,0,0,0,0,0,146,66,283.55085355017275,54.65155748642993,35.763411387977584,388.0991687733435,12.620459695412235,6.477396566168152,0,0,4.081927447667615,0,0,0,0,0,0,XXXConfid +6124,80,1,0,2,16.785346384900716,0,11.936505412752226,9.72675815506387,6.596704717693072,5.4781398831738,0,0,0,0,0,0,166,102,194.43655960644676,52.34643255577548,51.177247331682985,315.0388166298102,12.685603600260292,5.877282972335905,0,0,7.655237740324355,0,0,0,1,0,0,XXXConfid +6125,75,1,0,0,26.85813003249853,0,0.6757393362911102,9.110986845099852,6.743298357845511,4.498254927855566,0,0,1,1,0,0,167,81,169.26917167722019,66.72095194296668,28.130115099915223,217.05933666708262,4.993908855086856,1.2384652039842459,1,0,9.9438051666682,0,0,1,0,0,1,XXXConfid +6126,61,0,0,1,22.992633568850433,0,12.657377250774262,6.595115133386603,6.812625102248626,5.721318960385037,1,0,0,0,0,0,142,86,209.7355466180054,97.20720486018504,44.079920136051726,255.85436775324715,11.673872191690478,6.325445537029547,0,0,9.328817568199286,1,0,0,0,0,0,XXXConfid +6127,86,0,0,0,28.91606328756319,0,6.787619732741046,6.778407656700233,9.702190445046087,9.982321972778614,1,0,0,0,0,0,179,111,275.3849960531597,151.67431760868095,90.19886192699528,357.1726803645333,22.235349816149427,5.710274560057455,1,0,2.2490762841292944,0,0,0,0,1,1,XXXConfid +6128,69,0,1,1,26.82957889402449,0,17.954427928028604,2.4995916494352377,1.3894107221310315,8.851238532482153,1,1,0,0,0,0,98,105,164.05881529135672,148.54083830981057,38.444429537724844,61.10658985179457,18.612409328620025,3.025617280325773,0,0,4.551497015197916,0,1,0,0,0,1,XXXConfid +6129,77,1,0,1,32.61691001521399,0,4.000663589861617,0.5123446878558091,4.783905515327287,5.404731386534615,0,0,0,0,0,0,97,117,270.8390363995329,53.12769915313039,72.62914522691602,139.65648942364248,17.859926669196525,6.206165501306378,0,0,9.031883944368209,0,0,0,0,0,0,XXXConfid +6130,86,0,0,1,23.092281224983907,0,19.27500809191441,1.070087328120486,8.770965738479997,8.822088081366617,1,0,0,0,0,0,117,67,221.01899581568705,75.86980843390592,99.2586377664114,256.76823726541005,16.3409775933989,0.4560952890126213,1,0,7.822030702656236,0,0,0,0,0,1,XXXConfid +6131,79,1,2,2,16.546184782067407,1,10.217359944939101,6.179294528150997,0.7890241279456311,5.324492248200292,0,0,0,0,0,0,137,64,276.160442992461,56.582662895282155,99.25540239130356,137.44512375550957,6.385913361128619,6.082270921190701,0,0,6.818467210843918,0,1,0,0,0,0,XXXConfid +6132,67,1,1,1,23.570577380503202,0,16.50048781742366,0.9634710132896274,8.45276710097243,5.5974860945586,1,0,0,0,0,0,142,90,269.61370441073444,80.08238434091807,74.01509706399364,399.8543216616483,7.1017041996183385,0.9664037341603382,0,0,4.372670046973367,0,0,0,0,0,1,XXXConfid +6133,67,1,0,1,33.37794458905259,1,2.00342552356112,1.0553500651487857,9.721802805544213,6.819543210745386,0,0,0,0,0,0,95,81,155.48276654104805,108.83364437025197,55.59851657267693,128.97691900116365,17.659683533678724,6.031943860254608,0,1,9.626645573227574,0,0,0,0,0,0,XXXConfid +6134,79,1,0,1,18.436752097013358,0,15.658074218918259,5.574727513388243,0.536428037427058,8.212667914784442,0,0,0,0,0,0,119,102,247.43955064366463,97.42437485638898,38.50810586310531,312.9290343065253,12.809297525004355,7.66083333234609,0,1,8.820626538322117,0,0,0,0,0,0,XXXConfid +6135,74,0,1,2,30.929793383652893,0,19.080389962215992,7.338881174263497,3.924736305236327,7.531005536255536,0,0,0,0,1,0,105,92,243.0179711693762,148.5796035587199,87.18973181445703,267.7874930112283,26.307793748531534,2.5304005587390255,0,0,0.4962807041360662,0,0,0,0,0,0,XXXConfid +6136,68,0,0,3,33.60338305000154,0,7.798858755139097,2.7933225421443764,5.882181264666116,7.227692270134742,0,1,0,0,0,0,105,63,185.6868199782167,50.89191007863555,45.47251786671956,168.37882859717269,23.333575753444595,7.3126647066382215,0,0,6.507293325339125,1,0,0,0,1,0,XXXConfid +6137,72,1,0,1,35.35433545619453,1,16.982924378264407,4.188076166435478,5.479817572533462,7.206189042817023,1,0,0,0,0,0,150,119,150.13557160748235,137.63022293206228,37.58305499848756,301.9431710762342,9.70646205705317,1.632320344495063,0,0,9.40997979536602,0,0,0,1,0,0,XXXConfid +6138,72,0,1,0,18.415857325256937,1,6.867397014250778,9.216421700093278,1.4844841240141693,6.334182703485292,0,0,0,0,0,0,95,109,201.54805264210017,54.38957990029837,93.30672250830385,272.2885079821525,9.413889059752744,9.444776768607714,0,0,4.670247489696004,1,0,0,1,0,0,XXXConfid +6139,66,0,0,2,36.94431090433659,0,19.70843586860579,8.723207360423697,3.3221637516813307,9.534456718618163,0,0,0,0,0,0,122,63,178.75285403708853,58.49552387295055,90.77386616100812,88.56644909212261,3.7811864205383197,5.775631931682581,1,0,6.351900871882789,0,0,0,0,0,0,XXXConfid +6140,60,1,0,1,19.32946186965785,0,16.75411483634669,2.6912023211390057,9.706223315009373,4.406478903689862,0,0,0,1,0,0,158,74,242.28401701714802,132.91327123378898,89.64763873080126,273.1879968747925,10.106485413674472,3.847018146319654,0,0,0.7049005673285702,0,0,0,0,0,1,XXXConfid +6141,88,1,0,2,35.75152744778571,0,10.876878993700736,7.052473278342565,9.314380022263128,7.865430860478224,0,0,0,1,1,0,143,107,166.91549496853958,116.57410509449933,91.08774232342944,285.51314877878133,17.270830815117,4.266608670378704,0,1,9.352727483254707,0,1,0,1,0,1,XXXConfid +6142,65,0,1,2,34.184239057596336,0,14.663257353664056,2.5124772587000397,2.3862496344578323,9.209331000909664,1,1,0,0,0,0,155,99,282.2177484043666,149.1478340308287,30.021183155959186,131.75420136714087,7.693806602054821,4.1014608078532655,0,0,0.2922442619501264,0,0,0,1,0,1,XXXConfid +6143,65,1,3,1,23.97427776445368,1,17.27758601073746,2.3348974466568095,8.221101401041231,8.257800909236364,1,0,0,0,0,0,138,118,194.8852176252707,152.69377269322223,31.07406476799925,119.14399198026267,22.160554778430704,6.310565736459406,0,0,6.7637870941889275,0,0,0,0,0,0,XXXConfid +6144,79,0,1,1,34.19842282637834,0,10.714077659107232,2.9485923833195606,5.451826471279444,9.218167059880042,0,0,0,0,0,0,119,69,266.745325351609,171.27093070344853,24.869796526410575,391.3557682338985,16.08523710576502,8.565907313570456,0,0,5.002073426322147,1,1,0,1,0,0,XXXConfid +6145,67,0,3,1,36.26769657436985,1,11.667660804496805,5.754122149341726,5.231688190095104,7.051331683310293,1,0,0,0,0,0,128,107,255.1800546222471,58.97754451665056,74.99811798131678,383.28836898941864,7.23725380381953,5.2728597734537725,1,0,5.57076115487272,0,0,0,0,0,0,XXXConfid +6146,73,1,0,0,20.399776023632423,1,13.21159799498465,3.3158217133743983,9.71014316278943,7.969871043751528,0,1,0,1,0,0,176,63,242.8491357691113,115.81344558384048,37.94694167586306,391.63718673848734,3.7306170854240985,5.035414559287147,0,0,1.7120579225285648,0,1,0,0,0,0,XXXConfid +6147,89,1,0,1,29.814671457854207,0,9.33152203271594,0.08564174751774178,0.2526436543162791,5.347653476407123,0,0,0,1,0,0,159,111,296.3738696194614,190.01198817754633,66.34549342157638,143.47528343623702,9.806596873133431,6.2663891232561495,0,0,6.214031348456764,0,0,0,0,0,0,XXXConfid +6148,68,0,0,3,21.533742992628504,0,8.897567056462485,3.804732890133776,2.1713764472826735,6.794696542374048,0,0,0,0,1,0,104,90,162.17731367495458,172.66350097193003,97.7967363275343,186.78384079150467,16.995865176382104,8.035965518995239,0,0,9.262183378515662,0,0,0,0,0,0,XXXConfid +6149,90,0,0,0,16.826537862456597,1,5.780629427457747,3.272822100393568,7.756639838918852,5.124991418178886,0,0,0,0,0,1,154,99,219.07656279441062,170.65018436621125,22.43090590726301,104.91644543522719,21.791838566354333,7.929347358238465,0,0,2.230001880302306,0,0,0,0,1,0,XXXConfid +6150,72,1,0,1,18.24833465269667,1,6.9191644412237,2.433153013938446,0.6964013072433362,4.774919247223275,0,0,0,1,0,0,167,71,244.63205710717847,99.7716313375361,57.34589605480152,392.57804890667586,24.865204189166977,7.576565367917962,0,0,7.757863676629897,0,0,0,0,0,0,XXXConfid +6151,78,1,2,1,35.23190734539823,1,5.373352309934971,1.7470001685389958,1.1207994232913554,9.743896592795132,1,0,0,0,0,0,94,60,172.7593842151474,95.29542122658052,89.44376735492145,116.35935936544215,22.471352250708023,8.937507939922467,0,1,9.71683585962144,0,0,0,0,0,0,XXXConfid +6152,81,1,0,3,23.179560355382467,1,3.2424736710299285,7.0001611783776285,8.119849410435622,6.350734275331435,0,0,0,1,0,1,101,113,215.96417711897647,124.12985976200937,86.15431359290153,82.73207630246152,15.374452019629226,2.4786153875481953,1,0,7.135827837462028,0,0,0,0,0,1,XXXConfid +6153,67,1,0,1,27.790551413393217,0,19.02917342650602,5.284801841897182,9.518117802798972,4.7364683875886,0,0,0,0,1,0,179,61,175.63846515503275,95.05390325929193,39.68920006778882,387.2128611811101,22.77781826037192,0.6584241466217655,0,0,8.225118926460725,1,0,0,0,1,0,XXXConfid +6154,88,0,3,2,19.375710649592794,1,9.829830056243017,7.9291899864187085,1.8308468419322954,7.249198509700362,0,0,0,0,0,0,155,102,294.5535513795214,68.07313391194344,78.17991819828076,324.04726276012906,8.98613374308862,9.809329980898573,1,1,2.5295366610211003,1,0,0,1,0,1,XXXConfid +6155,60,0,0,1,19.923139543349535,0,7.37288406281813,4.996526286826327,6.12401856952798,8.922895431093265,0,0,0,0,1,0,175,77,273.8795614805982,130.99946453502025,59.45945190656906,238.77749227593574,26.190257170115142,5.768454711595158,0,0,9.324218449723729,0,0,0,0,0,0,XXXConfid +6156,70,1,1,1,30.936135870091828,1,17.26738211429355,7.667504434957152,3.7699172886765506,5.467873782322181,0,0,0,1,0,0,131,105,201.20659175962658,103.25977230149604,81.89844370929309,95.6501340846855,24.037260566448296,4.9472465919894395,0,0,8.181833099159284,0,0,0,0,0,0,XXXConfid +6157,62,1,1,0,28.167351401259467,0,19.26920738736257,6.785383773365039,5.2167708091638785,6.168704603006202,0,0,0,0,0,0,109,74,195.20622520732348,155.72484470399476,75.83154013973065,107.4488683437777,27.405485247032566,8.1460794175908,0,0,8.968742898991511,0,1,0,0,0,0,XXXConfid +6158,60,1,0,1,34.87816123833426,0,0.9237698663368499,2.7211506687432063,5.580849492956117,6.377430219558982,0,1,0,0,1,1,169,98,203.58579690099538,88.63279514162748,90.26207024169715,284.82311809772096,26.022097957108645,7.883544791481308,1,0,0.5139627917363543,0,1,0,0,1,0,XXXConfid +6159,67,1,3,0,34.69865805516808,0,10.765257520386438,4.42316198880401,0.20609476698702722,4.006170919825948,1,0,0,0,0,0,110,96,234.41308760929053,51.39541474303115,89.25784311458321,128.9513597099259,17.640357490078497,3.71574791853189,1,1,1.6422486649242907,0,0,0,0,0,1,XXXConfid +6160,71,1,0,1,31.0423063005475,0,1.2911583051517805,3.0733352924363224,7.6588461920723825,4.166907883221095,0,1,0,0,0,0,140,97,250.871563760367,160.0507176161027,33.39464438210541,396.47662990371157,17.71170819813035,6.037986085381842,1,0,7.969740228770768,0,0,0,0,1,0,XXXConfid +6161,76,0,3,3,24.972693760377982,0,13.89364052325469,3.442206434634766,2.5938314746238555,4.04340107244456,0,0,0,0,0,0,132,62,292.58460864659276,66.54135110174188,45.3964390247788,393.16352304752985,10.253735549454545,1.9428461391720675,0,1,6.4119320948982805,0,0,0,0,1,1,XXXConfid +6162,87,0,0,1,16.79231060064619,1,18.478373072326576,5.685551907251112,1.8673307708385856,9.567159212919288,1,0,1,0,0,1,165,92,195.08989418128334,173.16112275428515,76.96751377804554,289.48557426009984,0.7226947696279662,8.777541363268043,0,0,0.8499444738920603,1,0,0,0,1,0,XXXConfid +6163,66,0,0,1,34.43736238699074,0,18.530706065600427,3.8742865766191636,5.397991891656768,7.7837188427212105,1,0,0,1,0,0,178,93,184.27983295423226,81.18555992878534,52.69756452477363,338.63022254512634,3.8602724169413163,8.786478089880191,1,0,0.6678150749836953,0,0,0,0,1,1,XXXConfid +6164,82,0,0,2,29.51370440640298,0,16.50703028080565,0.7528333500911633,8.947017354267254,8.37501105978713,0,0,0,0,0,0,106,93,264.34206441651276,64.84220716839474,69.72811800666179,126.98654112136377,10.50677887338535,9.569406936995676,0,0,5.12280644556938,1,1,1,0,0,0,XXXConfid +6165,71,1,1,1,23.26339503128002,1,11.785542507935867,2.7882848083710488,4.2711577027108705,5.727580892186524,1,0,0,0,0,0,121,69,298.5461212454644,174.62798578549354,96.93824010687591,130.9473842240595,0.45531394679434456,5.46453770013567,0,0,7.867314957573926,0,0,0,0,0,0,XXXConfid +6166,85,1,0,1,16.70472515806749,0,13.906028785520766,4.353904250511382,2.376647566631922,5.279977781324675,0,0,0,0,0,0,147,111,153.0476154863119,195.09220306750018,69.46062745554147,119.32074424059124,16.73670574959873,6.057415239922312,0,0,0.8548624138134531,0,1,0,1,1,0,XXXConfid +6167,74,1,0,0,15.427472028355588,0,6.01623907001801,7.352988736365397,2.9491825349441223,4.5273519469984205,0,0,0,0,0,0,134,114,220.46405335719606,181.49605698234421,37.46461233296483,148.89729437347404,6.508183795047061,0.740601259311916,0,0,0.2778479834869796,0,0,0,0,1,1,XXXConfid +6168,68,0,1,2,27.360280719296185,1,3.2182365166446747,7.636924965071423,5.308153591397547,9.914291935638012,0,0,0,0,0,0,159,73,274.38633347291665,63.0220189104528,37.48535784390877,332.50321842681,21.804166670529515,6.725146762900013,0,0,2.465603585134355,0,0,0,0,1,0,XXXConfid +6169,62,1,0,3,22.441162394836702,0,14.20107155368584,7.99273854155344,4.160334950400602,9.851097949737555,0,0,1,1,0,0,142,72,214.43813844585173,102.67533876288013,40.36369277967967,135.3452168643044,20.83020494155256,9.65294745577725,0,0,7.241347886547444,0,0,1,0,1,0,XXXConfid +6170,66,0,0,3,19.963095557498026,1,17.127549036315465,0.2563666277516974,2.132525913406168,4.968555564681691,0,0,0,0,0,0,146,118,209.63296695854518,63.76314300954428,42.06765992573099,255.16114999803267,25.192438132381568,8.20338268859249,0,0,7.6146099256831645,0,0,1,1,0,0,XXXConfid +6171,89,1,2,2,31.750120983686095,0,4.561567088823201,1.7989058982693962,0.5091286374207904,6.383143923676575,0,0,0,0,0,0,135,95,203.34260465029263,107.70201071915248,24.61439981306488,333.985138061859,22.73689888456041,8.382778463406524,0,1,8.401268619561833,1,0,0,1,0,0,XXXConfid +6172,72,1,0,2,24.77755683457339,0,10.830753260976522,6.646540310144953,7.171432541650428,6.022458778429014,0,0,0,0,0,1,112,107,251.008739791864,155.31088100322734,78.93739722955206,316.1828511693312,14.48918118695373,0.29692854666624635,1,0,4.43655839282766,0,0,0,0,0,1,XXXConfid +6173,68,1,1,1,33.081728003444,0,18.488821205446293,3.57379263560106,2.840030764623859,9.775686651733213,1,0,0,0,0,0,113,72,166.17819472117571,181.0016860040915,68.84149082423609,113.6153123805794,6.840111885535899,0.7934855048264977,0,0,0.43511349135034627,0,0,1,1,1,1,XXXConfid +6174,68,0,0,1,22.488233831219915,0,14.455975258723717,7.3925400249341,8.689923128207926,4.671290272240535,0,0,0,1,0,1,176,97,297.6873229391968,60.06941417646283,31.21262516846185,99.13495817290541,3.6986918219471288,3.8467775614938127,0,0,2.830751060868706,0,0,0,0,0,1,XXXConfid +6175,73,0,0,2,20.07909186233789,0,4.304789031856409,4.021262131765258,3.4464621984369015,7.817878233195967,1,0,1,0,0,0,110,108,194.40791353334112,124.01703927801121,49.00396331010364,221.49941202434115,9.885251709243573,8.156955687705366,0,1,9.612100606369658,0,0,0,0,0,0,XXXConfid +6176,76,1,2,2,19.96366914723341,1,11.624875591183228,9.257000936493483,0.3492443912177856,6.747226942557166,0,0,0,0,0,0,141,81,156.049503513616,54.895197484243354,64.60645814546616,357.09262705444183,28.077200618170647,1.283810345343156,0,0,0.8014056065333719,0,0,0,0,1,0,XXXConfid +6177,67,0,0,1,20.90271478540035,1,19.072701115407284,9.171246749461039,8.539995360084719,4.925701483408543,0,0,0,0,0,0,93,114,268.74605224089134,137.15111068622974,52.291280314295676,277.986418478738,7.566178724947497,0.6497907544023485,1,0,5.806518345890535,0,0,0,0,0,1,XXXConfid +6178,70,1,0,1,34.91528643042514,0,2.209860776444472,9.446901906430394,0.18128969144115992,9.72390346754683,0,0,0,0,0,0,129,113,271.8482141463765,136.0905913089838,68.97830641594103,163.5516717570958,8.394910019205936,8.204003172193028,0,1,2.4638378789261273,0,0,0,0,0,1,XXXConfid +6179,82,1,0,1,37.00243912886408,0,12.324126357448431,2.4501980809254666,7.014413777156482,5.303641117332509,0,0,1,0,0,0,146,113,260.5909497058334,55.14554323574225,73.54573291923556,227.7593206550406,15.219490260863525,6.8383025711314644,0,0,1.9650293992303225,0,1,0,0,0,0,XXXConfid +6180,76,1,1,1,24.776858266448635,1,5.301677737393506,2.4548037388810764,7.726412888953385,5.91546817047629,0,0,0,0,0,0,115,105,204.21392596133492,134.07703132535454,49.0941523848706,141.56842452268359,7.854060108135263,3.610339150931161,1,0,0.2692925887765252,1,0,1,0,0,1,XXXConfid +6181,84,0,1,0,19.982027408981146,0,0.30055855584927516,2.2307294950288936,6.489713753202394,4.73192566019186,1,0,0,1,0,0,142,82,264.37320830506013,98.95681728765406,26.856454176669907,331.9867560191511,25.823173916596893,6.098208186456368,0,0,0.309837900824782,1,1,0,0,0,0,XXXConfid +6182,79,0,1,2,22.8198625485458,1,4.041329936817726,0.3927268557602881,4.450732371016191,6.136488882853141,1,0,0,0,0,1,157,102,170.33267439308386,166.69074211897157,22.745289204355743,175.88895900424188,6.922748317547384,6.263545865478637,0,0,7.380491713758332,0,1,0,0,1,0,XXXConfid +6183,71,1,0,3,28.327030753701543,0,13.341393413749827,3.342403451589877,7.801620757124215,7.7899369095867,0,1,0,0,0,0,144,83,289.9133276246659,195.71583913946245,88.94282691547274,367.93681763754637,0.34353129666817916,2.8875636048506683,1,0,6.602398280180569,0,0,0,0,0,1,XXXConfid +6184,87,1,2,1,27.76423169490196,1,16.543169714273965,0.28137920950158213,5.923418306049611,7.836104053057154,0,0,0,0,0,0,165,104,152.8672822718924,81.77392795542225,36.31550087247973,156.31573715181463,25.399205750453028,3.08554340783024,0,0,6.643692997491097,0,0,0,0,0,0,XXXConfid +6185,83,0,0,1,29.98395013521924,0,6.5939150422122195,0.9877549306891298,2.458454891670577,5.527135262783663,1,0,0,0,0,0,91,93,255.03114139110107,158.25409950915582,89.96116763978755,234.84210968437762,14.50031182179097,4.207338450671462,0,0,1.4011301669964926,0,0,0,0,0,1,XXXConfid +6186,65,0,0,1,28.70615027457673,0,0.9580321699588978,9.16354707787747,3.8112548679731386,6.313218617427026,1,0,0,1,0,0,106,75,259.0052119167759,59.24559977138286,99.56244207600362,346.8057415919715,26.003327251722453,8.843941129349414,1,0,7.442205286335934,0,1,0,0,0,0,XXXConfid +6187,90,0,0,0,27.932487320933586,0,14.284360796937023,3.4658454988532506,7.947699519354629,6.504003303900714,1,0,0,0,0,0,98,85,218.78827596215154,144.93327592358634,99.93249646704045,359.56070177870635,0.6093404851418405,8.792276978874515,1,0,2.4132972878997796,0,0,0,0,0,1,XXXConfid +6188,89,0,0,3,37.9806837945598,0,14.320811621991263,8.242964675253715,0.9124127244712354,7.566767476366313,0,0,1,0,0,0,113,89,224.4538885882048,103.82664046078452,91.57458324775193,330.42056278979595,6.444429997577984,5.557485240476602,0,0,8.018767018478627,0,0,0,0,1,0,XXXConfid +6189,83,1,1,3,28.417834845397195,0,9.985219699403007,9.886783801889461,9.57643766314132,8.352862890636015,0,0,0,0,0,0,165,91,195.550602945737,142.60107633856848,42.87060706274724,205.15397778422616,18.729313250753638,5.285878977516757,0,0,4.661052807132457,0,0,0,0,0,0,XXXConfid +6190,85,0,0,0,26.2751175818309,0,9.514061474466637,4.781381985962966,5.015388061025092,9.516982637813825,0,0,0,0,0,0,144,96,237.4135705424405,82.31343672293994,90.63802824368946,214.97585449558753,2.568854114930972,7.969361155847052,0,0,9.215299824884447,0,1,0,0,0,0,XXXConfid +6191,73,1,2,0,26.19721737919012,1,6.459403161708861,0.4231891072694516,2.3158799946104502,7.014250565433641,0,0,0,0,1,0,117,104,168.19431374156846,148.6834485096798,33.35588782254759,184.54482303170616,8.430876512892137,5.906680179468556,0,0,3.082306001230223,1,1,0,1,1,0,XXXConfid +6192,80,1,3,2,23.715891412053303,1,12.33937172013508,5.9708010242908856,1.6250982585740548,8.944899002829168,0,0,0,1,0,1,109,112,264.4040261545087,129.28974201324462,54.41220504638978,150.0586124113243,24.098345278608015,7.021783580235532,0,0,2.7440578526717276,0,0,0,0,1,0,XXXConfid +6193,74,0,1,3,29.549055798776372,0,0.6978636904067881,2.7494937677590094,8.522937434586497,9.98845161700601,0,0,0,0,0,0,164,74,164.5335485890003,151.15355978205432,24.108264453309893,365.62983154267863,25.15786386913596,6.491645389641578,0,0,0.21819885927129135,0,0,0,0,1,0,XXXConfid +6194,83,0,0,1,38.44589210350911,1,18.904225517986767,7.558175876430605,3.115858869615126,8.093528967794137,1,0,0,0,0,0,96,102,276.59595761336016,67.78963510439706,43.38278975460867,375.48454821622227,28.958809876999634,4.520802922688559,1,0,8.880827932066058,0,1,0,0,0,0,XXXConfid +6195,66,1,0,3,37.33797982975229,0,19.474854941102503,0.5877365862040418,5.53944944954344,6.439719460092556,0,0,0,0,0,0,108,95,193.79221068384777,179.491636131053,28.88003752780883,124.90124741684815,22.320801625410965,5.715282100146988,0,0,1.5237335079156933,0,0,0,1,0,0,XXXConfid +6196,71,1,0,1,38.776005284437716,1,15.680825843747767,4.039462533519008,5.422784880749564,5.822412011421121,0,0,0,0,0,0,140,108,226.79405813004348,93.19305598858983,33.1878994658151,203.12696454302935,2.252110381064294,2.4633075000706017,1,0,4.9000084562377975,0,0,1,0,0,1,XXXConfid +6197,63,1,0,1,28.124920167841864,1,12.633497352672908,8.032973645200471,0.2612013774828881,4.163161248153837,0,1,0,0,0,1,109,100,195.24444505075067,118.2849573008142,74.07366533853404,233.47647185421485,10.514088562003396,3.432099598438041,0,0,2.5086316445624424,0,1,0,0,1,1,XXXConfid +6198,75,0,2,2,17.972968323169358,1,17.160030060642132,5.0042628578457835,1.1588204713975803,5.887659056990695,1,0,0,0,0,0,161,84,257.8420790888474,149.57954124834754,63.4527417337718,215.40010062224164,8.804176970679784,6.664868119596566,1,0,1.3546326880381399,0,0,1,0,0,1,XXXConfid +6199,61,0,0,1,18.09733047080249,0,16.185374544916773,5.980101083945516,3.797860130512639,4.948800314702201,0,1,0,1,1,0,126,96,250.08316233978252,141.76402856575066,20.944842765133664,309.0110887148882,26.53243137809144,9.298117048294577,0,0,9.091281481565412,0,1,1,0,0,0,XXXConfid +6200,88,0,0,1,35.33114658024888,0,19.013475450794857,5.755967205778134,8.624677187418886,5.29729059583591,0,0,0,0,0,0,124,113,234.1717358940791,180.52470006678993,72.11557817119083,189.0244070702225,19.4186328069277,1.9062238734926884,1,0,5.069046760912649,0,1,0,0,1,1,XXXConfid +6201,70,0,3,0,31.001218926167066,0,1.2388071484489793,8.572865995951348,3.1623986569696108,9.260515147232375,1,0,0,0,0,1,106,60,195.32837306501142,193.83997908684498,37.95468365498027,219.78683674013018,23.585953148072594,6.871451548928321,0,0,2.310358216607499,1,0,0,0,0,0,XXXConfid +6202,78,0,3,0,30.537077179909808,0,11.640900605744315,9.29472412309947,7.933096204211944,8.139192198853156,0,1,0,0,0,0,97,70,213.87791966166486,172.71350714170737,24.036919290219565,238.86930693011325,4.450277048169382,4.9537835449368774,0,0,7.884923941033718,0,0,0,1,1,0,XXXConfid +6203,66,0,0,3,29.190322677106995,1,9.538291178383592,5.810151262467507,5.43429928546489,7.621500646003295,0,0,0,0,0,0,166,93,236.90171703374025,188.28819739676553,36.88060375028908,53.31875032396127,9.917925811834692,7.5377359341629635,0,0,3.385455286240119,0,0,0,0,0,0,XXXConfid +6204,87,1,0,0,36.07563080204315,0,9.327536061376732,1.4599554002529935,4.851626162338508,5.2613675930585835,0,0,0,0,1,0,125,87,230.68653221054228,169.92331900202296,90.47749236651819,92.76781051234384,8.067739834648641,9.84983977202487,0,1,3.735328928023589,0,1,0,0,0,1,XXXConfid +6205,67,1,1,0,19.71887264438756,1,17.018567504208725,6.22930575954031,5.564676425013465,4.113027158492506,0,0,0,0,0,0,138,105,213.39538123602279,119.89788170886422,83.6741953488108,396.0718843501056,13.86150359928254,4.354604780701528,0,0,8.598224314807164,0,1,0,0,0,0,XXXConfid +6206,83,1,0,3,23.670724140338613,0,10.044873286256045,9.929788692380493,8.103709120370352,4.022886036415397,0,0,0,0,0,0,141,119,234.50966750372004,76.52967349380503,71.45290706030856,251.91717018926465,20.924044224920994,5.3418087741797615,0,0,1.0302447372376233,0,1,0,0,1,0,XXXConfid +6207,64,1,3,1,33.474675342581335,0,10.657981497683329,5.8450230592066434,4.461531242862954,4.341353059637576,1,0,0,1,1,0,134,112,205.97010840621328,188.69192721881754,40.802643543503066,189.80353959573213,16.796735677485696,7.470633028017026,0,0,7.6287537766951115,0,0,0,0,0,0,XXXConfid +6208,75,1,0,2,24.9616324142438,1,11.27083947665352,0.5629273338920671,6.855906712501694,9.556083301235814,1,0,0,0,0,0,157,63,283.45991978897007,195.9973624587325,60.24752095887329,178.34130344731554,4.964218084142961,4.764006114862289,0,0,6.586144834394327,0,1,0,0,0,0,XXXConfid +6209,88,0,0,2,28.138354121074535,0,8.490290398913727,4.029999248058802,7.013923326322628,9.495868499657135,0,0,0,0,0,1,110,108,247.85030465097853,96.96498963566981,28.173034471740202,253.3367605642398,25.52770777053514,7.645742463046318,1,1,6.709839896165134,1,1,0,0,1,0,XXXConfid +6210,73,0,0,3,27.18922943449042,0,16.28578688185064,8.59014767576958,8.564807415300775,6.679792538707819,0,0,0,0,0,0,176,105,219.48241016141827,180.4770223455003,97.03035129592283,102.96435415042276,29.006388569897826,6.682365846358724,0,0,0.24907745783579238,0,0,0,1,1,0,XXXConfid +6211,90,0,2,1,25.143341527151332,0,17.754620895890795,3.048268896960029,3.256392247635148,9.417513556733054,1,0,0,0,0,0,107,115,258.2331790178686,150.11171047212156,74.4410652110176,108.19743641634365,16.281836603004614,8.774484952442753,0,0,6.2261344010247,0,1,0,1,1,0,XXXConfid +6212,87,1,0,1,27.82392368946317,0,18.00607239260414,6.552904894022599,4.414864906896185,8.177747247350315,1,0,0,0,0,0,140,104,191.34603512431036,199.35898722280245,30.6770784964851,256.2190411454982,12.05792058850741,7.237792182489282,0,0,6.503397040111659,1,1,0,0,0,0,XXXConfid +6213,72,0,0,1,21.80208840891732,0,0.17601577090512022,8.124578836725975,1.5786132894719773,4.1405054934946275,1,1,0,0,0,0,124,100,279.27680794820327,76.1443358605592,97.09598692204631,102.88022565248099,26.064936811547792,1.5555822211311288,1,0,9.6830314059285,0,1,0,0,0,0,XXXConfid +6214,76,1,0,0,24.56985168807526,1,15.083681850812894,2.40862771583941,4.038098453791987,6.247533412719836,0,0,0,1,0,0,149,99,220.36829412011508,159.69365339226138,45.63002272963962,222.51491071852217,10.936196654843068,0.9520952007795236,0,0,9.714904940877604,0,1,1,0,0,0,XXXConfid +6215,77,1,0,2,32.75736509173207,1,0.7493844678649664,9.0968241561017,4.466551986031759,7.157670786797581,0,0,0,0,0,0,91,119,298.3672183661709,182.8243186347576,36.3403607447942,171.81118573531262,2.813153900118879,1.4104585219317711,0,0,0.629073875766315,1,0,0,0,0,1,XXXConfid +6216,73,0,0,1,26.052162164142512,0,12.529028571389926,1.6572879673299423,6.789760884305882,8.691230826327894,0,0,0,0,0,0,165,65,292.1928771032685,179.97741243391295,35.24853575125614,273.8773869695239,20.496514739204375,3.4982456636897163,1,0,6.102676402623444,0,0,0,1,0,1,XXXConfid +6217,68,0,0,0,37.71771407240899,1,10.928608445886667,5.1963458680593435,5.464241423812735,6.99285894470709,1,0,0,1,0,0,169,105,297.1218375060932,113.37481342154375,73.55477637809676,330.7818605498487,15.130168326689295,5.881459758889216,0,0,6.759773889451735,0,1,0,0,0,0,XXXConfid +6218,69,1,3,2,30.691632037329697,1,15.322485598090065,9.80480243534937,5.8583210518828635,7.8088907906283165,0,1,0,1,0,0,117,106,271.27356972194383,94.23847160971758,86.44273600523758,370.2440264585609,3.602170931752612,0.8533538190517842,0,0,9.499813844057675,0,0,0,0,0,0,XXXConfid +6219,74,0,1,3,34.054827872899445,0,4.073177941440907,5.245237988445918,1.6713450850462919,6.054016840194689,1,0,0,0,0,0,139,110,260.014332345323,125.72662842495303,96.22047397803347,248.21413586244108,8.852245083074472,7.341569611951274,0,0,3.3960857432672054,1,0,0,1,0,0,XXXConfid +6220,84,1,2,2,26.482324051510318,0,2.9879003091336886,3.010728019159213,0.8327433618948332,4.044547444819932,0,0,0,0,0,0,102,97,249.80952570022987,193.68959778343535,53.064598286518425,99.18824966239899,29.36019075702149,4.159702058399501,0,0,4.998029403815939,0,0,0,0,1,0,XXXConfid +6221,73,1,0,1,31.19466242831626,0,15.969910972586908,4.122733621572314,3.0456581316811073,5.665190282439989,0,0,1,0,0,0,117,112,183.07487392809256,194.19281058519704,69.84062135864411,170.21419350648733,1.9336876998992636,5.044288703878345,0,0,2.3525043244681134,1,0,0,0,1,0,XXXConfid +6222,68,0,0,2,38.574264760978224,0,11.04927492156039,5.049263630616342,8.830054987096354,4.806432770074255,0,0,0,0,0,0,128,111,196.67415337796348,52.21647057435463,95.2668844885283,269.85056028427147,5.202312272792877,1.2987267626172327,0,0,3.6466543766110338,0,0,0,0,0,1,XXXConfid +6223,69,0,0,2,30.257070561642777,1,5.378409531150692,6.908708366158889,1.8059845110113382,8.966507308162035,0,0,1,0,0,0,120,79,155.31139301889237,159.2408928053203,94.1689284473962,81.0059801694839,4.197322137157976,2.007990193787542,1,0,8.204662340623784,0,0,0,0,0,1,XXXConfid +6224,72,1,0,0,23.09431930555155,0,4.181354643868984,6.003548105193021,0.10019676015180834,4.486343284026962,0,0,0,0,0,0,153,118,292.8083185011399,183.56093162505908,99.32854034498492,279.5415460555156,6.940924272179011,1.576871543320919,1,0,8.472253806706803,0,0,0,1,0,1,XXXConfid +6225,73,0,0,2,25.60734642425835,0,9.622842665217098,9.932245618788638,0.12854621358070362,4.441335224649164,0,0,0,0,0,0,179,68,294.3916712903498,186.03757777399753,67.42648612539651,266.2271355325863,14.304170274813183,4.17850181796468,0,0,7.000463030835339,0,0,0,0,0,0,XXXConfid +6226,64,0,0,1,37.69078354946003,0,18.76631679193746,9.772839981215533,1.7032229925073017,4.402350647076297,0,0,0,0,0,0,120,88,244.5620450012056,163.36379811011756,45.96058513681132,322.84156208810697,5.903627120086377,2.2760588200547582,0,0,2.582521462556495,1,1,0,0,0,1,XXXConfid +6227,64,1,0,1,29.714024032512846,0,4.088801338900778,6.35746886174922,6.742926072614769,7.104376475821985,0,0,0,0,0,0,151,116,290.31098952892995,123.29962538954766,39.09569849589276,376.40126371402243,2.4205293999605395,8.62519666501263,0,1,4.706855265244503,1,0,0,1,1,1,XXXConfid +6228,80,1,0,1,21.821333925664547,0,2.664901469386829,9.780803990829577,6.014216098787065,4.9898133426782625,1,0,0,0,0,0,165,113,234.5788970690112,132.35397885554082,91.65232340080134,140.61352042684982,29.278230735554448,2.4453154607771896,0,0,9.662295679519529,1,0,0,0,0,0,XXXConfid +6229,82,1,0,1,33.78800392361472,0,10.675117446583576,2.044729832868446,0.8556195840254333,8.488847211012876,0,0,0,0,0,0,91,108,216.0712414731953,123.61960651748139,50.78314039273886,316.7839743776601,24.03678029246189,0.9858912703915024,0,0,9.10984370126038,0,0,0,1,0,0,XXXConfid +6230,66,0,1,2,17.072617912106193,0,0.43952297961938225,3.1170264923024824,1.0208201109733783,4.6733507566736385,0,0,0,0,0,0,120,113,251.77345367282797,51.37029853426812,44.60349498054732,346.7719773052573,0.24570397523083543,2.0408944851310795,0,0,9.157251844762023,0,0,0,0,0,0,XXXConfid +6231,86,0,0,2,23.724576588844318,0,2.930263252460974,5.044274164383506,1.9709476413146398,9.435539934998443,0,0,0,1,0,0,116,67,284.2402669191019,113.01506986981585,33.570619389641266,366.39910528223135,0.5751722105813217,4.948698893234495,0,0,7.788724166140585,1,0,0,0,1,0,XXXConfid +6232,81,0,0,1,29.071527491788732,0,9.702742137968874,5.115925354302799,0.8784352111269933,4.896330799928974,0,0,0,1,0,1,154,104,276.996315625963,128.20490201503875,78.53603047380182,352.48165161177536,20.1603829706789,7.1686577419848705,0,0,8.003815965043456,0,0,0,0,1,0,XXXConfid +6233,89,1,0,3,19.598617594216773,0,12.030961716387385,2.153061207949356,0.1114606343850566,8.909879878984281,1,0,0,0,0,0,172,87,257.11146748047355,145.30376399063934,52.378501875039724,254.82020786701526,5.383558034687798,4.6833615812162845,0,0,3.623845235987826,1,0,0,0,0,1,XXXConfid +6234,61,0,0,1,39.166398140070584,1,14.223082442179676,0.5617080035910171,9.100901999845789,7.156288959155608,0,0,0,1,0,0,131,79,210.36165130717632,156.95525827142305,82.57885577887771,369.5366524695161,27.096278244216073,4.613947059314235,0,0,9.075787349062905,1,0,0,0,1,0,XXXConfid +6235,75,1,2,0,18.359235556961494,0,17.41989103629891,9.050287248632314,2.2914626250173766,7.349034130755986,0,0,1,0,0,1,158,68,280.0662966709232,149.6038450311108,48.03057633107048,208.4325796687209,6.404585790150338,8.769260711611377,0,0,4.212651073398779,1,0,0,0,0,0,XXXConfid +6236,66,1,1,1,36.22120590047308,1,16.733257183029885,2.221013001283879,1.6593506704006544,8.473594760015818,0,0,0,0,0,0,120,79,291.93274402306986,105.0275673458875,88.30664555990347,64.40101064459363,12.225805020475473,6.902868931912243,0,1,7.989620382711039,0,0,0,0,0,0,XXXConfid +6237,70,0,1,1,16.79820206268296,0,7.07457531772155,5.655789450448352,6.42038812766036,5.878433813411303,1,0,1,0,0,0,119,116,211.8263946424032,62.02886095122802,20.967795971769114,306.5913938360628,20.512898341141636,9.454767833419654,0,0,7.912374635863704,0,0,1,1,0,0,XXXConfid +6238,67,0,0,1,37.503436859626014,1,19.952014016461355,1.9539455067067601,6.797332565333262,7.666498002018717,0,1,1,1,0,0,121,76,235.94262906114784,150.74410498565567,62.16978594673528,195.95457888149883,25.342616264709193,2.4870417032722214,0,0,6.217529720127375,0,0,0,0,1,0,XXXConfid +6239,83,1,1,1,30.35007703977338,1,9.719035715118826,9.79259206308373,7.64732215334562,4.100938788022385,1,0,0,0,1,0,155,116,292.77250200280747,137.97456744611674,60.77119882040591,246.1227773869815,29.401831565982352,6.829535593421358,0,0,2.1976163597163123,0,0,0,0,0,0,XXXConfid +6240,76,0,3,1,29.87811289836774,0,6.278612936201875,5.032999057872571,1.311205011453802,4.174911148117074,0,0,1,0,0,0,103,103,271.91842443491277,149.57181826414853,68.07915989206482,84.43334984630008,25.21521001767313,8.796878156711628,0,1,0.6950405515927305,0,1,0,0,0,0,XXXConfid +6241,60,0,1,3,28.59773747802153,0,7.360575142154346,8.465618004455017,5.853248710833334,4.45889100274439,1,0,1,1,1,0,111,64,193.93627440583327,144.0962880176291,98.76423594337122,301.5181746594746,29.389349626581982,9.853325992088884,1,0,0.34016535202184395,0,1,0,0,1,0,XXXConfid +6242,67,0,0,1,21.6114079160327,0,2.4952676990898515,6.14411049914978,4.029593835593625,4.294099207441974,0,0,0,0,1,1,92,71,165.661657081755,118.75515347712873,35.573833544057976,312.2313252856741,10.376708721798597,6.750407712879927,0,1,0.1363083600420556,0,0,0,0,1,1,XXXConfid +6243,88,1,0,0,21.658865890031823,1,3.7666752571831807,6.193490726607857,1.5544925588034886,6.8950859428086675,0,0,0,0,0,0,171,91,267.20705757278046,127.39542201029208,91.2129593565101,109.06300203032086,28.999046088845336,9.451714329712205,1,0,1.3104896373294062,0,1,0,0,0,0,XXXConfid +6244,88,0,1,1,21.49590351355799,0,11.214823961556029,2.2537315278604044,1.5066899047209592,7.876156993635796,0,0,0,0,0,1,90,62,228.95446045182206,52.64214673532333,32.815769556526476,383.05358811614434,3.1044196126785684,5.7841250717814665,1,0,0.6409223301060352,0,0,1,1,0,1,XXXConfid +6245,84,0,0,3,33.39652779404047,0,14.30525131863754,5.937476006925939,8.05148357230828,4.949050257506681,1,0,1,0,0,0,114,65,251.77949515797872,80.43207746846547,76.49474722387362,243.44875791385252,14.656169498140962,1.9823032584304956,0,0,9.111676324608272,1,0,0,0,0,0,XXXConfid +6246,90,1,1,1,32.332727118177054,0,7.068465768734244,3.9747255072681007,0.36681357926661606,4.831715803995007,0,1,0,0,0,1,144,78,167.67515183522298,152.14014604207773,53.957112076505034,214.45982626184227,0.3992487505471132,9.646711742525518,0,0,9.865888471837991,0,0,1,0,0,0,XXXConfid +6247,63,0,0,1,30.599017454898977,1,0.41089801201723564,6.804784956146236,5.08899523193867,6.791000219478013,0,0,0,0,0,0,131,103,281.8371450439488,180.38647594711537,73.13411293439401,304.25459624535233,20.94361720766767,6.428912496507715,1,0,3.2671238146191826,0,0,0,0,0,1,XXXConfid +6248,61,0,2,3,37.95326497624012,0,17.94626179059187,2.6615986369648947,7.374352045522617,7.376322379734949,0,0,0,0,1,0,143,100,287.140252035104,140.85398715130637,77.68047540461708,331.9604095587796,19.73514925604411,3.6986903675002667,1,0,0.4317879419062176,0,0,0,0,0,1,XXXConfid +6249,77,1,0,2,25.544632720345287,0,8.152047268196805,1.6989779211200395,7.132291844497011,5.520249593739657,0,0,0,1,0,0,113,84,196.16963054362463,128.92081803659255,23.799407100772196,128.38799584916333,3.2598026632264085,7.083352842620276,0,0,9.627490025174794,1,0,0,0,0,0,XXXConfid +6250,88,1,0,2,27.91208154602863,0,10.32491346618129,0.7744570603934453,7.531944456384857,7.836966588128728,1,1,0,0,0,0,143,87,262.7704181585392,106.64448600749847,60.249090800614375,397.85955557513984,6.861540748546657,9.15642620342188,0,0,1.2470685200980014,0,0,0,0,1,0,XXXConfid +6251,77,0,0,2,19.53840839486753,0,3.426059623729052,1.5301289050032363,9.91746165366753,9.607986844812984,0,1,0,1,0,0,175,67,192.01398993016832,163.5739988646789,60.67239525419342,171.71363265947332,20.329456401497495,3.8468079980851666,0,0,7.051611257956969,1,0,1,0,1,0,XXXConfid +6252,62,1,3,0,28.632492702874814,0,1.0209329993765226,3.3617716607321,5.247591639877901,4.211068828367778,1,0,0,1,0,1,93,72,240.2617803300559,194.91212224081238,91.91384863415342,179.52694811870316,21.758250848240735,7.6548626972180625,0,0,1.0808818003630671,1,0,1,0,0,0,XXXConfid +6253,65,0,0,1,35.23472133308162,1,3.8921406862336094,4.4458975710618365,2.0285603986327483,6.867843933644758,0,0,1,0,0,1,160,96,195.6099070121903,53.96645443379794,49.30291766915532,138.58061041802736,14.501780054290736,2.0639139580168866,0,1,0.1816038123151531,0,0,0,1,0,1,XXXConfid +6254,80,0,2,1,29.693726897506025,0,13.518077937620582,8.430792935577289,4.211157749203025,7.3008754335747374,0,0,0,0,0,0,124,80,211.82094130827403,111.38680119366771,77.29223697317565,96.55619035995736,15.390361768456092,0.9606138892675586,0,0,6.997453308718752,0,0,0,0,0,0,XXXConfid +6255,84,1,0,1,29.631785981806694,0,7.322039289213668,1.2684055879172818,6.9215421414045375,5.229654233095236,1,0,0,0,0,0,115,61,190.25296314505198,76.40949998641798,99.68281638302572,117.58743830632083,10.736661492522954,1.9500481437572348,0,1,2.4173148370331554,0,0,0,0,1,1,XXXConfid +6256,73,1,1,1,37.58483413721055,0,7.989660887028876,2.3364850193745914,6.468962394699736,6.111297387560927,0,0,1,0,0,0,178,95,267.43304207997295,71.29017437290777,98.57867058913384,265.31705732240357,14.731840528254427,8.91748701504792,0,0,7.059527576004108,0,0,0,0,0,0,XXXConfid +6257,61,0,1,2,20.185584307325357,0,10.480176661836706,0.4586396838631557,4.3425525840475485,4.306860091398932,0,0,0,0,0,0,114,98,223.34147455251485,162.88988371160082,50.080327515722125,173.25215187802715,19.04034005776297,3.1562954034194646,0,0,4.228342888677432,1,0,0,0,1,0,XXXConfid +6258,82,1,0,0,32.91273191456898,0,7.858105914023492,7.495347770416544,7.517458764562361,5.9718921205365145,0,0,0,1,1,0,152,115,287.31238040250025,125.81430321223488,51.673881767878065,288.7322328244926,23.018543035178997,8.702119849778054,0,1,0.20365503519037653,0,0,0,0,0,1,XXXConfid +6259,90,1,0,0,30.784424244680274,0,4.187982745815924,8.047648118497376,2.748455325592997,9.944668399843417,1,0,0,0,0,0,172,110,197.32300962703698,112.2492428984146,72.32690123756366,140.48334459116887,4.171719558661476,6.022228631546177,0,1,1.049322556901262,0,0,0,0,0,1,XXXConfid +6260,64,0,0,1,34.93259769998021,0,8.658941457153661,0.40305911695977414,6.79493635600053,6.3438991023538875,0,0,0,1,0,0,107,70,277.84319377228906,130.24873387354955,49.83919467293571,379.47250237603646,14.201257447388612,1.5497487175357427,0,0,6.3718840293074885,0,0,0,0,0,0,XXXConfid +6261,89,0,3,1,26.525257327247616,0,5.923149131809273,1.8557196432643897,1.2818466450911525,8.876863229553436,1,0,0,0,0,0,111,86,298.60051872689735,75.44761439077494,36.96365907522579,279.33073713798115,13.870698394068958,0.6494901354955018,0,0,0.9806673924332465,0,0,0,0,0,1,XXXConfid +6262,79,0,0,0,25.680984233770978,1,0.20033677847912212,1.6674338426241708,9.94719121714011,7.345414348534636,0,1,1,0,0,0,142,64,243.4410998507844,116.32368601699619,58.90731359105082,393.1772663618247,11.099664728590065,3.654289907737639,0,0,8.470520770533659,0,0,0,0,1,0,XXXConfid +6263,88,1,0,1,20.58121189610189,1,14.875343444063,9.855450832693034,2.5082894566597416,6.591695745533173,0,0,0,0,1,0,106,97,213.18635390540294,153.7703966253639,85.55396306594876,218.3987811764648,0.4664465290297237,9.550129576662387,0,0,3.9133846811913253,0,0,0,1,0,0,XXXConfid +6264,78,0,0,2,28.139876066023497,1,10.591305393520503,5.704414275288769,7.913941056540579,9.921386929995446,0,0,0,0,0,0,165,107,159.07011943232223,129.89861109938107,30.787350783562015,207.7894843956127,28.897460029998328,6.64858733408456,0,0,3.1321070447102595,1,0,0,0,0,0,XXXConfid +6265,67,0,2,2,28.49397660321121,0,14.614015327077345,1.7098050344464355,5.884632669467926,7.585991854328452,1,0,0,0,0,1,154,96,191.2088756121212,121.88774793727912,45.36163871876444,374.64613409026566,12.054070655193645,1.1108241711751132,0,1,1.563355991369323,0,1,0,1,1,1,XXXConfid +6266,60,1,1,1,17.8275283970122,0,18.03969900628319,2.3337656165499987,8.071353694830737,6.26928050416163,0,0,0,0,0,0,176,74,267.3610791216509,107.87045425843164,33.03940876878797,297.152996276618,27.69522205889904,7.4951925859336495,0,0,2.1708557820899044,0,0,0,1,0,0,XXXConfid +6267,66,1,1,1,33.066830605780424,0,2.7157623024841837,5.466918933515159,1.4264805715424234,5.204019014088195,0,0,0,0,0,0,151,84,199.18412821341832,164.24297427671166,96.29166460926055,234.3077193999525,25.07023856142844,1.8617729279845652,0,0,7.098187294316647,0,1,1,0,0,0,XXXConfid +6268,64,1,2,0,27.382827152193105,0,18.09016009249586,4.2137100797011,8.873661314548226,6.082349008235462,1,1,0,0,0,0,106,97,263.58052816361925,159.13608067309178,99.40660541924954,239.49539550291976,3.3329783921950504,5.032625088408436,0,1,4.840977566183678,0,0,0,0,0,1,XXXConfid +6269,78,0,0,0,24.46286866691181,1,17.077078560738464,0.23298861994092812,3.117073722683481,5.438203789588128,0,0,0,0,0,0,124,92,205.43150145383652,57.14332451695814,70.26767448221634,76.22550866441028,28.530893301466758,9.745004230525948,0,0,8.341474918998788,0,0,0,0,0,0,XXXConfid +6270,65,0,0,1,37.1939684467836,0,10.179860444772322,2.8927792957793574,5.483558232530572,7.362386348288193,0,0,0,0,0,0,153,108,258.5382292889947,77.19063751506629,69.71228750141617,163.17847301411842,0.5090813684214013,6.702595015878989,0,1,3.141576961393997,1,0,0,0,1,1,XXXConfid +6271,69,0,1,1,18.907733959060106,1,12.927278394473925,3.023386313980997,0.7434805347431972,4.213539360216281,0,1,0,0,0,1,139,84,182.14827365833258,56.47431440221026,72.94788005976599,116.47120503010778,20.90413265970095,3.763824629723694,0,0,0.5244287724967245,0,0,0,0,0,1,XXXConfid +6272,87,0,0,0,39.30671611116211,0,4.835366211609797,1.8980738703920208,6.994039226848184,8.56349753596795,0,0,0,1,0,0,124,65,277.6143636390992,99.43102469710652,81.30051246283038,165.2834194741768,23.48550212387926,4.198623953667704,0,1,0.17961691596389495,1,1,1,0,0,1,XXXConfid +6273,77,0,0,1,26.828226115917616,0,8.513876147008963,5.538150124468379,0.047509442979070116,5.498917980527386,1,0,0,1,0,1,160,98,268.5562792600602,175.62640547551138,93.20625586890003,198.4282781426589,11.153068308453221,2.535404351322499,0,0,3.903631869437075,0,1,0,0,1,1,XXXConfid +6274,62,0,0,0,38.84776577091912,0,5.050398047886306,0.21905033827680276,4.045234496236674,6.635349993436526,1,0,0,0,0,0,98,106,196.16620905020625,129.76009087200293,24.642256046365052,215.90024041500632,15.109519239780887,4.973647528733252,0,0,5.674282869892747,0,0,1,0,1,0,XXXConfid +6275,63,1,1,1,32.29620393022474,0,0.9853029070718833,0.8648298455135439,2.8661685471087606,4.770670126134926,0,0,0,0,0,0,153,75,196.85085675883516,114.58245212925655,93.79987715421893,306.7202045083104,26.858220712122467,9.368834154189743,0,0,9.96279372005615,1,0,0,0,0,0,XXXConfid +6276,81,0,0,0,38.16658442555853,0,1.783394675731993,5.877729836392546,5.314310702095323,9.35233708535758,0,0,0,0,1,1,134,72,209.91418097464896,178.41182869045528,76.84484573724734,68.70752099079169,6.256798727310545,4.938302541602543,1,0,3.306565542116675,0,0,0,1,1,1,XXXConfid +6277,77,1,0,3,17.28665842122467,0,3.5492621733639296,2.7431823820323586,1.9041577008174881,6.925546062736958,1,0,0,0,1,0,127,62,194.33851397581523,141.99219508072434,84.16954581610051,333.1370229231958,17.97172306480793,8.687709391462963,0,0,7.1044321716532,0,0,0,0,0,0,XXXConfid +6278,85,0,0,1,16.998567831536015,0,19.118965888553955,0.46056801286869953,8.356670508367728,4.382301245770734,0,1,1,1,0,0,116,65,196.87037221955785,129.6909802459545,52.54306710325448,224.39235277011275,3.877002517844762,1.8681541227893217,0,0,4.618866113553324,0,0,0,0,0,1,XXXConfid +6279,68,1,0,3,33.55491411546972,0,1.4301584485801544,1.1723846094081847,8.942161759204668,5.783789896986204,0,0,0,0,0,0,177,104,225.5109819837072,75.60863057312162,51.02712875582834,109.76721574589901,14.574760472156138,3.3851552683273867,0,0,9.75181319923182,1,0,0,0,1,0,XXXConfid +6280,64,1,0,0,34.36687389837576,1,13.592016632706283,0.3367426431823861,1.7218454407368633,4.2311860023166386,0,0,0,0,1,0,171,112,294.7163586141801,91.58717959536648,32.72960423447142,253.3515711246512,5.952208519845894,9.768875649433378,0,1,3.301302480283088,0,0,0,0,0,1,XXXConfid +6281,90,0,0,0,39.603664158818944,0,17.51220253162635,1.9683950700099928,0.5667001107424308,6.1367388101618205,0,0,1,0,1,0,93,93,172.4692811117325,103.29223458960966,98.52309809628262,258.79670420218565,24.637764999160026,2.9200701271561345,0,1,4.744203268462267,0,0,0,0,1,0,XXXConfid +6282,64,1,0,1,39.17001397752509,0,10.04766370194709,1.0056706934530169,9.005501697513576,6.769420173591144,0,0,0,0,0,0,138,60,282.2717719595456,79.33190272860327,65.26823691359124,248.29661919735605,27.169369018772258,1.9842094138812183,0,0,4.032776186320217,0,0,0,0,0,0,XXXConfid +6283,62,0,0,0,26.559674471755404,0,9.369069960925753,7.359204348438915,7.698786098949468,7.09845483745655,0,0,0,0,0,0,176,94,226.8419138347776,50.400002956322474,96.38243114075304,250.316254946386,2.1289069182816425,8.083944905471066,0,0,7.914361003782545,0,0,0,0,0,0,XXXConfid +6284,68,0,1,1,15.813649673182978,0,7.1242766195952045,1.5400487804024898,9.334937403691232,6.920826517318696,1,0,0,0,0,0,169,105,165.5645611676555,73.37606915257109,87.66317941426253,195.10288691652124,7.442836947206926,2.002763645235021,0,0,8.967548534744026,0,0,0,0,0,0,XXXConfid +6285,63,0,1,3,37.81126895406159,1,16.757090019748496,2.4262750625300122,2.833151232539727,7.461216422839391,0,0,0,0,0,0,144,86,271.06331717314504,65.24683377373907,82.20508143880302,245.12614406593747,19.17885838652635,7.816297299613247,0,0,9.30119602420828,0,0,0,0,1,0,XXXConfid +6286,64,0,1,2,36.8411492097042,0,14.128449784821257,8.38820602525873,8.061507709141937,4.045231189099868,0,0,0,0,0,0,174,67,157.11621637903463,177.8924301506628,21.54231663222843,242.94980734720178,11.397657098229535,0.6240251638545657,0,0,9.333913202967432,1,0,0,0,1,0,XXXConfid +6287,67,1,0,1,29.042378338769943,0,19.181443541411927,4.272231352854784,1.0245898620481209,6.715317254954066,0,0,1,1,0,0,109,73,242.61657148193316,82.530212458169,54.251814651934794,229.9462210044189,25.534010270187398,0.2235443114444391,0,0,8.174514261591753,0,0,0,1,0,0,XXXConfid +6288,71,0,3,2,25.005861374758194,0,6.928414890594306,8.856621463361035,3.374852248084572,9.463334577715669,0,0,0,0,0,0,112,114,272.6561520745104,112.27511504030164,49.70992752261963,359.881768696579,14.168905414699063,0.44206550327331673,0,0,7.765602133174701,0,0,0,0,0,0,XXXConfid +6289,82,0,0,2,34.836581609072425,0,18.798269785119487,7.295556589916284,5.409949081588357,6.650501513701233,1,0,0,1,0,0,157,89,168.91401516445495,106.74040482427118,68.75685275943457,247.4568847110321,0.6015724613623874,8.808567553598943,0,0,4.933223328013741,0,0,0,0,0,0,XXXConfid +6290,86,0,1,1,24.26599326574167,0,16.030430202294955,5.9024729257952515,6.989228479464288,6.1433580050024315,0,0,0,0,0,0,106,75,210.76769821118722,186.9384866221971,20.7924251642258,55.096058512285474,19.67605610089091,5.88020006554721,0,0,0.20780998121977534,1,0,1,0,0,0,XXXConfid +6291,78,1,0,1,33.515895472758004,1,17.452868352992084,3.820741991086898,4.246073430302429,7.439793937900998,1,0,0,0,0,0,99,99,234.19133772001047,76.5498450903297,38.370066372474916,284.83691507388,5.926610323305791,3.7601007945395972,0,0,4.320777209193633,0,1,0,0,0,1,XXXConfid +6292,73,1,0,1,16.40086930160541,1,0.5976032203187209,0.2871504876464015,1.712107608413731,7.392014391249312,0,1,0,0,0,1,178,62,291.0201286440936,88.62695378539985,84.8238427337961,145.1866524424564,8.170776326649865,1.201389668320505,0,0,0.7436041881687305,0,0,0,0,0,1,XXXConfid +6293,78,0,0,1,39.83774246281974,0,3.2242141357135456,2.403568438029351,5.156814328747187,5.940788315069085,1,0,0,0,1,0,157,76,225.02079695269526,157.3496790050828,80.99126111630133,307.1550211084885,9.627828746883743,1.2713246430983216,0,0,5.1791144092255355,0,0,0,0,0,0,XXXConfid +6294,85,1,0,1,27.435283708440018,0,13.310507719400121,1.8208695662411967,3.8268476296111906,4.231071544295377,0,1,0,0,0,0,101,68,159.44762185030504,192.78168847817247,70.37364622714784,101.0558867318891,18.995111889076256,9.126093491080045,1,1,3.9640460644638487,0,0,0,0,0,1,XXXConfid +6295,77,1,2,3,22.40662667242922,0,10.49302592409247,2.584100955941131,3.9488207326919564,4.927195166648485,0,0,0,1,0,1,132,64,297.8637600306141,193.4352612434406,50.42675128850614,201.65652373592798,2.082533757734258,1.3373740473809037,1,0,7.66711235334178,0,1,0,0,0,1,XXXConfid +6296,69,0,0,1,21.20601010415656,0,18.184286215919077,3.876700786816134,0.3173587274900225,6.956266044781805,0,1,0,0,0,0,158,119,241.4290901739197,84.6569186286523,79.55165958313603,280.8789695597135,6.782329976849653,4.016334585640745,0,1,1.8457678851384607,0,0,0,0,0,1,XXXConfid +6297,76,1,0,0,23.722429138658782,1,10.716338151347811,3.638057072834613,2.2383548824859956,8.043993451259885,0,0,0,0,0,0,164,61,222.13962738569984,160.02873049345675,87.83832958305359,370.2059722735041,23.77484226962864,8.793740456924608,0,0,7.0269433660838825,1,0,0,1,0,0,XXXConfid +6298,66,0,2,3,39.539595228879456,0,2.4811872736185014,0.41155268352444097,3.321076850417847,8.767803454212974,1,0,0,0,0,0,165,105,195.98979301950584,120.33609128343517,68.30292760717106,108.25731818169892,5.889718496712693,6.401155020061443,0,0,5.55976697741007,0,0,0,0,0,0,XXXConfid +6299,87,0,0,1,28.09913327231424,0,11.072677598464018,8.11118833126267,0.6669281568820151,6.847919907496669,0,0,0,0,0,0,121,89,211.86208723802852,121.9477942583221,81.5787650179931,252.87463101479702,8.52777561401746,4.326338649808173,0,0,4.136049646279466,0,0,0,0,0,1,XXXConfid +6300,65,1,0,0,35.141843297276935,1,17.111404225315773,6.6452841860553535,1.1123789258236783,7.568751204482914,0,0,0,1,0,0,111,82,227.2657273573446,100.5887706989342,21.152397369148417,156.87963826229975,23.78999867606459,6.197276594779492,0,0,7.519208613527938,0,0,0,0,1,0,XXXConfid +6301,80,0,0,3,28.366192177623738,1,18.530598074085304,5.630666377834111,6.275747924927306,7.203158582680032,0,1,0,0,0,0,126,85,252.4155671955043,157.69537251180958,85.94818351364421,139.152103723973,25.708801634939675,3.651309180008151,0,0,0.04113651734300561,0,0,0,1,1,0,XXXConfid +6302,65,0,1,3,29.049329904552565,0,5.045923291454897,4.181251304437568,0.6898830391510191,4.3923886680161885,1,0,1,0,0,0,169,84,150.4449449928018,195.04828214005104,48.63329892189297,249.78938534321318,20.70206986679576,1.426690726667179,0,0,9.757680176224069,0,1,0,0,0,0,XXXConfid +6303,63,0,2,1,24.056794449305556,1,14.059831438317778,4.035924759692654,5.377061409367853,8.36767766918279,0,0,0,0,0,0,93,67,228.26449769960448,70.16540122061036,88.22043150201368,82.39285287976915,3.6739158154948246,3.1545505976024657,0,0,3.9830627358818527,0,0,0,1,0,1,XXXConfid +6304,67,0,1,1,26.38528380772444,0,16.023895036830595,2.372371709610995,0.9996417350980535,7.753066821752461,1,0,0,0,0,1,90,94,176.47972909862295,181.70116461846396,95.24916473851123,245.073137758818,27.456521031045014,0.4315637359639646,0,0,4.460943950022651,0,1,0,1,0,0,XXXConfid +6305,80,1,3,1,36.18342967317996,0,0.6103708134658681,5.655616997984287,5.182279589141329,8.904381179763108,1,0,1,0,0,1,139,64,253.5805940579121,88.53881328744546,90.75378361490651,133.38559250763177,0.20978139356458647,6.5039661950857415,1,0,4.2708625884662546,1,1,0,0,0,1,XXXConfid +6306,63,1,2,1,27.06903427551548,0,9.558949736190016,4.6814408399691185,4.732912839271737,8.32867947195263,0,0,0,0,0,0,138,91,254.86852453707598,164.81784650625352,61.48829256833597,394.9047956001084,28.5895310210987,1.9018330575330333,0,0,7.182065526342187,1,0,0,0,0,0,XXXConfid +6307,76,0,1,0,24.044037389168377,0,5.291633737821275,3.538056848809611,9.86578809325917,8.600165202382144,0,0,0,0,0,0,107,75,233.48716839588508,63.71262609462171,99.36608679875945,172.91415676426038,20.800114987319986,6.371574110378818,1,0,9.56976056405264,0,0,0,1,0,0,XXXConfid +6308,77,0,0,1,30.034937664683486,0,1.9768938499280564,1.1238448770614229,0.18224695737008578,9.602509911743294,0,0,0,0,1,0,178,106,258.91108338147717,86.08004407234318,88.99956472334604,380.4844863177393,25.367711980442706,7.506252416329103,0,0,7.272113555938437,1,1,0,0,1,0,XXXConfid +6309,80,0,1,1,26.2405122728492,1,1.2617094423170072,7.141895003038491,5.050777841292017,5.188235651868587,1,1,0,0,0,0,170,63,202.82649873478113,167.7164834622654,67.12569176642019,312.46160569580667,16.85724709462168,6.445134634201523,0,1,5.883872474207109,0,0,0,0,0,0,XXXConfid +6310,76,1,2,2,34.93794206891323,0,16.248236902890266,5.981708112451471,9.187515662619457,7.260853722151237,0,1,0,0,0,1,101,111,173.91898943080315,192.72769390580592,32.354585001255046,225.61747759042908,15.973123442106477,5.230104841722257,0,0,3.5297712532166106,0,0,0,0,0,0,XXXConfid +6311,73,0,0,1,17.96795621666371,0,2.8004878447532677,7.0082801443688645,9.617395994683077,8.89821330614472,0,0,0,0,0,0,121,92,252.04708618899798,121.71902942819669,71.35536123066467,300.6781296771592,9.898415871565913,3.04393964537113,0,1,8.7234370200963,0,0,0,1,0,1,XXXConfid +6312,85,1,3,3,24.91168116053347,0,10.752950333357488,8.057991261776756,9.914845971046484,8.024110667892463,1,0,0,0,0,0,102,62,270.0403325681901,54.179101439537504,92.110765788289,354.0039392511492,16.620624678149344,5.3889628655622595,0,0,9.003465859933712,0,0,0,0,0,0,XXXConfid +6313,65,0,1,3,23.369634812826234,0,5.310439208118389,0.6505641627082726,7.899988176138218,6.8324674406415005,0,0,0,0,0,0,122,110,162.89180624307323,174.79865957901507,94.96191675058203,279.29143766217476,14.625410027161944,2.128594274382386,0,1,7.42951527133259,0,0,0,0,0,0,XXXConfid +6314,61,0,0,0,23.277977011630522,0,10.078633263717878,4.031666747322071,8.823388495548445,5.501649267278445,1,0,1,0,0,0,144,82,246.619681337381,53.18925845233609,27.610914090838747,249.7460771154996,18.142719581696852,4.175610095046876,0,0,2.7153343428233603,0,0,1,0,0,1,XXXConfid +6315,77,0,0,0,20.02409953609999,0,10.23636488604517,9.687305419068316,3.3113586905887438,7.808856482274898,0,0,0,0,0,0,132,115,168.12567164371802,144.59400677232358,39.970805772035774,280.8908773176642,3.8486964298576485,7.3963817444890365,0,0,4.565486119107699,1,0,0,0,0,0,XXXConfid +6316,90,1,1,3,15.32667202246377,1,11.952817279461854,6.905621572509131,2.7535534634740557,8.703989274921229,0,0,0,0,0,0,176,75,243.91658600177192,197.12123320034112,55.24594880495803,192.87405898209911,26.458422852906022,0.06894160678706629,0,0,3.032664823116278,1,0,1,0,0,0,XXXConfid +6317,74,1,0,0,38.30083441178928,0,7.279095064399435,5.276162199538938,0.959986254965618,4.5614904806981755,0,1,0,0,0,0,95,65,291.16960482794946,161.7337326339525,48.70591300017537,146.04695252353528,10.822888171407408,2.379464546538823,0,0,2.602815329600965,0,0,0,0,1,1,XXXConfid +6318,67,0,0,0,28.639624816589574,0,11.61338485377361,4.632801047132588,9.055235878087947,7.069085873339764,0,0,1,0,0,0,162,71,265.8179217343499,51.21472930415559,83.15128656805203,225.0992736902577,22.101468376677968,7.04512285695182,0,0,4.105519290082686,0,0,0,0,0,0,XXXConfid +6319,90,1,0,0,29.528382492214856,0,16.88255138636412,4.962985712239377,1.6064692482767506,8.386952881798994,0,0,0,0,0,0,164,90,263.27719356101545,91.0363331071442,28.770910045908575,200.6620435727624,9.843115067064618,6.876936520317213,0,0,6.063999330546586,0,0,0,0,1,0,XXXConfid +6320,62,0,1,1,18.411994408222444,0,9.904658903667812,6.782898067405924,1.2703131547023139,5.730468076086304,0,0,0,0,0,0,94,119,154.17763854711663,199.46172138055485,27.0648405729387,164.253697039975,0.7725732166256771,8.165744714775267,0,0,4.686953889114664,0,0,0,0,1,0,XXXConfid +6321,90,1,3,3,23.0931935228583,1,16.691546941714428,2.5349442945687595,1.8087474145548943,6.319724809787198,0,0,1,1,0,0,109,75,222.35313623915135,136.25143194990466,71.06671879872434,197.9872934356771,2.035233354855648,7.023263398614862,0,0,3.1932855926114714,1,0,1,1,0,0,XXXConfid +6322,64,1,0,2,16.38166941260744,0,5.67148415743093,0.7918537082574995,6.842798133414365,4.521386561974093,0,0,0,1,0,0,109,73,174.72971307374607,100.7846028521621,27.346797579135604,380.0068295277442,19.23518732143636,9.811669697116066,1,0,8.356197570404555,0,0,0,1,1,0,XXXConfid +6323,74,0,0,1,33.77532827614855,0,3.249608572275684,4.527964866594925,2.368112364703343,4.306872628980139,1,0,1,0,0,0,102,73,235.26603163513488,52.060820575391276,75.88283395994692,103.08529266429719,26.342695083353238,8.814803950348136,0,0,1.3033259817514364,1,0,0,0,1,0,XXXConfid +6324,69,1,1,0,38.11807122890359,0,1.06872465465625,1.3821590849548737,4.364337377568853,8.64746858774614,1,0,0,0,0,0,144,100,208.73434787605345,68.23501085474817,24.07602221354738,315.6452651892297,13.986719871705358,6.516435528470172,1,0,0.0012879277024868685,0,0,0,0,1,1,XXXConfid +6325,65,0,0,2,26.479302029287567,0,9.894133620396147,9.747155207882205,7.801496488480066,5.051455266096277,1,0,0,1,0,0,148,91,284.5886916570365,129.6795832787924,57.01983816214686,214.56712676788874,15.32955146423233,1.2226274725951025,0,0,7.399804757775097,0,1,1,1,0,0,XXXConfid +6326,60,1,1,2,34.18151494930733,0,0.4600860771728299,7.362735099149939,6.723427829433577,8.698388781137325,1,0,0,0,0,0,163,71,241.58554744960094,70.31889546876502,52.11781670335638,83.46529284097659,28.733234815864265,5.68545641898273,0,0,6.045436655499175,1,0,0,0,1,0,XXXConfid +6327,80,0,0,1,16.500548665313506,0,11.106983435072895,2.5444791703761838,3.7413100916748956,8.445284485558002,0,0,0,0,0,0,150,63,204.7459627678493,54.68590727890854,54.64996672305109,175.17023805718458,2.8622337963073354,8.014090415491975,0,0,5.938116414135131,0,0,0,0,0,0,XXXConfid +6328,71,0,0,2,31.177300313603325,0,8.092173211331204,6.803205204912882,2.712564358758287,5.45451403930893,0,0,0,0,0,0,103,78,182.9662652512846,119.4749865813549,91.30220946121223,210.6954655367119,12.875495533132263,7.418394605636324,0,0,1.7007979775150917,1,0,0,0,0,0,XXXConfid +6329,65,1,0,1,15.012070695981445,0,2.4150202033153234,1.2971143841693211,3.839334207246534,8.77372122659245,0,0,0,1,0,0,123,107,250.45386514344995,151.66294279459058,98.80629126584383,362.1383729938788,12.625008144496771,5.192733113267236,1,0,6.845832024268125,1,0,0,0,0,0,XXXConfid +6330,77,1,2,1,37.84453926116944,0,18.55374798684949,0.2809587433720129,8.500182317552476,7.154365298706727,0,0,0,0,0,0,125,102,152.02293715024737,150.48725780751295,28.76138618915384,282.01873112310193,4.09212838127424,6.135385648830177,1,1,8.578583727434257,1,0,0,0,0,1,XXXConfid +6331,82,1,0,2,18.09574114954392,0,11.59498095553133,6.590406188619376,5.49765501591124,7.460946086365597,1,1,0,0,0,0,95,103,279.3146334129657,89.30741591074818,30.254064763746918,205.57792694047507,18.951533173593603,4.765430910477929,0,0,5.949055307895733,1,1,0,0,1,0,XXXConfid +6332,83,0,2,0,16.812177110220205,0,9.256811514668568,7.685303527244929,1.1401896069008621,8.260021959917182,0,0,0,0,0,0,96,73,217.41462051288767,101.44021311575057,62.59119613116325,215.0090328306503,7.856968146208443,2.053791324181505,1,0,2.424172060578046,1,0,0,0,1,1,XXXConfid +6333,82,0,0,2,32.568999963905355,0,10.055484052935878,4.340453311448529,3.0052106747694163,7.501163046165338,0,1,0,1,0,0,157,117,226.64962418626845,153.1448241391566,30.280005699529767,262.16708861188886,10.377432865068986,2.2570261040987694,0,0,6.297957531542561,0,0,1,0,0,0,XXXConfid +6334,66,0,3,1,38.934001530790184,1,5.740806560501057,9.784711564159469,7.5609353761267,8.736556666846585,0,0,0,1,0,0,138,109,241.1606680343897,198.73343163588956,97.12958671063251,83.98488510317804,18.385040323462757,2.4728586060308198,0,0,8.923830687893968,1,1,0,0,1,0,XXXConfid +6335,86,1,0,1,30.266611798555928,0,17.678579425193593,9.60852631364456,0.7601751943639545,6.565237651100494,0,0,0,0,0,1,179,80,296.6148681505798,151.76045467002717,83.54233109379618,174.914222297543,24.662071881430357,0.22452346776687504,1,0,4.474488737812559,0,0,0,0,1,0,XXXConfid +6336,85,0,0,1,19.995751939187972,0,7.149898724093209,7.885866151655159,9.725953646143257,6.582179423052877,0,0,0,0,0,0,178,117,244.2702858405367,98.1670720665294,84.46060983139773,167.69183500079316,27.07615786145739,6.9291021684284555,0,1,9.895742935933374,0,0,0,0,0,0,XXXConfid +6337,77,1,0,2,30.459615087046245,0,12.38423468697378,1.6959715987297375,8.64427402007382,9.580298042096118,0,0,1,0,0,1,177,86,217.05359219004015,123.91079888420659,79.03231430614008,317.59327508771435,19.371786112544363,0.5536826075316092,0,0,4.447755692470217,0,0,0,0,0,1,XXXConfid +6338,84,1,0,0,32.07371581470105,0,19.985621506530652,1.9695524485992166,3.843190855079045,4.423135276198503,0,0,0,0,0,0,128,62,184.28180177260663,101.74394748670451,49.60225380525237,392.3721558893764,5.38543274274166,6.378229166185544,0,0,3.1574271317098033,0,0,0,0,0,0,XXXConfid +6339,76,1,1,1,37.24230530530178,0,17.64417450611922,5.995263537170652,3.793936227248426,8.37671842056296,0,0,1,0,0,0,132,90,253.39114222179404,132.70306886104578,60.13586822251173,145.32807549426536,25.018834481578534,9.389768537128738,1,0,8.279150334454474,1,1,0,0,1,0,XXXConfid +6340,73,0,1,3,19.506076161796596,0,12.526256350426845,0.46157753003989277,9.260511658874291,6.69655760757222,0,0,0,0,1,0,125,100,151.90978379496238,92.29932271881346,30.268330909607684,292.61300050229414,14.197948188784878,1.5604448821023797,0,0,6.381288078723399,1,0,0,1,0,0,XXXConfid +6341,86,0,1,1,33.139028822261025,0,17.900189313215822,9.740349011870608,6.043251306316283,8.906678933850863,0,0,0,0,0,1,157,63,275.1017767081827,187.1968344306712,38.093339273055264,79.09005210872886,25.15437813550112,4.24311665159035,0,0,8.93612245174379,1,0,0,0,0,0,XXXConfid +6342,81,0,1,0,38.18638814041504,1,13.440502298449141,1.5443976214932775,4.019143652721331,5.830100358401776,0,0,0,1,0,0,91,105,157.32307931573982,81.9697199848329,29.54281837701177,125.51825662355596,29.15288772772689,8.035822607975012,0,0,5.078694571402641,0,0,0,1,0,0,XXXConfid +6343,71,0,0,1,20.57551359569847,0,3.4199303377464174,5.083316144654876,8.551509594513009,6.235278306500649,0,1,0,0,0,0,144,74,290.26069868353864,158.20041163577034,80.0889788331129,127.00117248095647,20.526440541081293,3.691759945564299,0,0,2.354039510958348,0,0,0,0,1,1,XXXConfid +6344,79,0,0,1,17.067038051781264,0,13.622266216931155,9.955316018570215,4.064811866518121,6.448797225148776,0,0,0,0,0,0,153,61,272.9795756162564,111.6920503825093,65.48920729454626,96.51605103516981,18.436755760822674,9.286567246906465,1,0,5.1887057372336,0,0,0,1,0,0,XXXConfid +6345,82,1,0,2,15.502096620070077,0,14.553965974915764,7.8335346817069285,0.9617188218517714,8.19340076338457,0,1,0,0,0,0,142,118,180.58337111759815,152.62745270985732,38.01799506990424,250.282126804288,27.353881628026045,7.522662983226343,0,0,1.2332846588321833,0,0,1,0,0,0,XXXConfid +6346,87,1,2,2,30.512705567160182,1,11.883343359158623,3.1263274440731657,9.10459766295606,7.199600199815192,1,1,0,0,0,0,92,93,219.91752283355828,141.60899350365057,30.19238729773288,171.40708962573427,26.43604455906193,9.821632338356189,1,0,3.333757207616012,1,1,0,0,1,0,XXXConfid +6347,89,1,1,0,31.24187246535187,0,10.553761793045336,1.517616216568346,6.565423680593382,8.873370347067706,0,0,0,0,0,0,175,102,171.35482029592245,99.28202557544202,58.11106773222011,225.48576880751148,21.119120289603675,4.628215097950231,0,0,9.668610474174185,0,0,0,0,0,0,XXXConfid +6348,83,0,1,1,17.973245869949547,0,17.197310267297162,0.9004968960447313,1.4955207154973016,4.68199489336253,0,0,0,0,0,0,167,90,247.64417484236048,147.2012723375561,25.51865107771663,300.5607139759637,19.690081511996578,7.107829334692999,0,0,9.627375495304335,1,0,0,1,0,0,XXXConfid +6349,83,0,3,1,27.389849108038433,0,13.97629099909386,4.591800729911574,8.228417346091796,4.3217889202062,0,1,0,1,0,0,91,111,261.6120785413847,164.84742502551128,70.64064078468246,238.03612377466405,3.441301563687299,9.296191519401019,0,0,9.387012582790383,0,0,0,0,1,0,XXXConfid +6350,82,1,1,3,37.1314159866161,0,7.761269958374775,4.451497708684035,5.322372085796782,9.846565107143803,1,0,0,0,0,0,145,77,179.37024100687847,153.9462214712476,44.48692716867009,235.3669206494394,16.05223212971731,8.306961617636802,0,0,1.8119312878104588,0,0,0,1,0,0,XXXConfid +6351,75,1,0,2,19.54185883641342,0,17.630652404572366,1.104171621568446,4.440790398147102,8.348997501491482,0,0,0,1,0,0,149,109,186.95607691500743,55.12599149514522,26.562941283930357,318.54986622976145,11.505922661434013,4.579417390451601,0,0,7.8255910280471035,0,0,0,0,0,0,XXXConfid +6352,70,0,0,1,35.425468012303455,1,5.365735542445734,5.725831276164848,6.09059394797156,5.130359980577504,1,0,0,0,0,0,113,86,151.67685332618794,74.02154645536157,75.8114790679913,129.05502213251816,10.82469383055021,9.703713718315527,0,0,7.543623800122832,0,0,0,0,1,0,XXXConfid +6353,83,0,3,1,39.67910465236457,1,3.3935117159168637,7.959483147721419,3.764520089228691,9.113598534631961,0,0,0,0,0,0,162,91,199.8626136628866,66.78986897641877,59.50993430039122,226.4068641970008,24.05743725916335,0.25445020861853296,0,1,4.51771224173537,0,0,0,0,0,0,XXXConfid +6354,73,0,0,2,37.20387914522807,0,18.471788574245036,0.7540309065287631,2.5076337985181185,4.2475911135211195,0,0,0,0,0,0,166,78,227.30193595104822,136.4020465102261,36.31998189148254,80.04900841800065,9.727341378148267,1.0465804470839757,0,0,4.593751806290616,1,0,0,0,1,1,XXXConfid +6355,89,1,0,1,21.409773767029918,0,15.126206172510068,5.315230471793404,8.093647767454225,9.993038856649672,0,0,0,1,0,1,157,108,289.4640797279594,66.72323481068608,69.33681044288173,365.7408092951759,19.340152030075323,7.682109722876092,0,0,0.0229991605626112,1,0,0,1,0,0,XXXConfid +6356,79,1,3,1,32.42363702206407,0,4.249549412562987,2.6533807574242694,5.341955894243701,8.450113534422785,0,0,0,0,0,0,171,78,230.36315239834016,188.0853849684981,39.839591601487925,172.13874474645525,4.366112854482155,7.7017963202843,0,0,0.9002280070500179,0,0,0,0,0,0,XXXConfid +6357,81,0,1,2,26.047031542693475,0,2.6608649841684406,9.719083743757835,6.844164431772345,7.581095184470305,0,0,0,0,0,1,124,79,186.87789720280477,150.69903619630395,50.74416748694532,362.42462468796344,27.857251985887828,8.859551665699922,1,0,9.064031396960052,0,1,0,0,0,0,XXXConfid +6358,79,0,0,0,35.7905364992352,0,8.546529867207715,6.58283802063739,7.705017813394671,9.91414753518762,1,0,1,0,0,0,119,61,188.99061705778232,191.417196605278,99.83690026708838,279.0756656593695,8.996839606054586,6.400627544981241,0,0,9.20155082618404,0,1,0,1,0,0,XXXConfid +6359,78,0,0,1,38.993927521540996,1,8.651380462421862,7.228380865626713,7.418800536033027,4.110925053301431,0,0,0,0,0,0,153,75,234.25830241111385,133.74790094631103,70.75948830414029,123.92124059397734,16.83076156645873,5.957584521583392,0,0,5.226450528916622,0,0,0,0,1,0,XXXConfid +6360,70,0,0,1,15.409534682090271,0,14.613087846559017,4.171558587676217,3.890083567814556,9.240104550638415,0,0,0,0,0,0,92,110,297.8680555006887,154.89564241325144,56.75710148393259,185.60636983873206,14.293173593319331,0.2596683830730995,0,0,0.9173972781730577,1,0,1,0,1,1,XXXConfid +6361,77,1,3,2,15.308733456756432,0,5.315086383005767,8.745977685244577,2.5446407569408236,5.2948123184659766,0,0,1,0,0,0,141,64,240.8714040687126,174.3716362091252,62.258939577351,301.5429095316017,20.55192452067494,7.110714890012636,0,0,2.901862678031942,0,0,0,1,0,0,XXXConfid +6362,78,1,0,1,21.96653343572467,0,5.311979375253662,5.233647581191181,3.7714526777199575,9.970120427153208,0,0,0,0,0,0,101,87,234.99819990783857,151.4745501182627,47.92937154442774,374.71930111796667,6.3916202505480815,0.6038096350948396,0,0,0.9506928989933094,0,0,0,0,0,1,XXXConfid +6363,74,1,0,3,28.39303837019981,1,4.1930716034327435,6.792081690216433,7.561461071887312,9.198242182705847,0,0,1,0,0,1,169,79,198.57857528492295,100.36634862463205,47.15885693683304,163.03123307407003,5.983515410813709,1.834109235867002,0,0,7.393573307358827,0,0,0,0,0,0,XXXConfid +6364,87,0,0,0,26.571419586916214,0,1.5558870104275124,5.31195779886033,2.395882826203536,7.9227032727018285,1,1,0,0,0,0,115,115,290.7104793963209,76.1720657980391,81.29065468013995,167.04972121703315,10.081491242551186,9.631243233919827,0,0,7.027009084973351,0,0,1,1,1,0,XXXConfid +6365,82,0,0,1,33.34232131067513,1,12.904710304313411,4.599536318045462,4.6884597763490525,8.300356442494738,0,0,1,0,0,0,118,62,288.73589800108505,198.95803605876606,25.480693989211545,376.03591534631073,8.273003543949878,5.6519296422267296,0,0,3.5219340020426895,0,0,0,0,1,0,XXXConfid +6366,77,0,1,1,22.700845963812977,0,0.4877891286379721,5.268263048525985,5.623813168751667,7.3297587667952175,0,0,0,1,0,0,141,119,224.4379965790693,161.8125124446298,73.90200682745538,109.82353795550338,9.926822556972247,0.8488264354873576,0,0,8.350834711801687,0,1,0,0,1,0,XXXConfid +6367,67,0,0,2,32.13854267687364,0,8.471708012832849,8.735799769181664,3.977901210816961,5.32526747872849,0,0,0,0,0,0,150,60,221.41809642651316,160.69785568632147,42.532875439143595,77.33585032492579,20.605752259859674,2.420532205548148,1,0,7.310648443162872,1,0,0,0,1,1,XXXConfid +6368,63,1,2,2,19.41070248098464,0,3.1705049734771773,1.0385863655910121,6.2374549526025005,6.757235973935378,0,1,0,0,1,1,155,118,207.02370210454606,52.166093643324714,42.90137904880349,164.31988674537428,26.40973640493488,9.597724749390418,0,0,6.476281862004251,0,0,0,1,0,0,XXXConfid +6369,64,0,0,0,22.413217746289714,0,19.16497125168147,0.21457420080503664,6.079801761986122,9.533420349521254,1,0,0,0,0,1,108,73,157.17624309345751,66.62876569473443,26.529542641251034,184.2254554209134,27.53242002712373,2.785037212545408,0,0,0.3260718153804798,0,1,0,0,0,0,XXXConfid +6370,63,1,1,1,38.43162016795283,0,0.11881736670996235,0.5023017058367774,1.0492003487253077,7.8248134516076675,0,0,0,0,0,0,118,110,253.24178559046635,123.43073889392112,32.4576154305774,90.04601865547752,4.0105572629016715,7.078586322633631,0,0,7.574740223887513,0,0,0,0,0,0,XXXConfid +6371,87,1,0,3,27.012602377762313,0,3.4283224809461665,5.315697839387363,5.141242539610639,6.542714070368749,0,0,1,1,0,0,154,97,228.91549719526412,130.14632451819642,28.679185637595673,53.251421273448415,26.501648778707487,1.9022166653965022,0,0,1.033813064453768,0,1,0,0,0,0,XXXConfid +6372,64,1,0,1,37.00361685785508,1,9.80556382599178,8.814898072294326,9.727835857853023,4.183306737261124,0,0,0,0,0,0,90,115,152.74382298946827,102.18604162290433,65.07116352775412,292.96385764515315,4.992295079537224,0.9084333223452867,0,0,3.2921901015627473,0,0,0,0,1,1,XXXConfid +6373,88,0,0,0,21.946117667290537,0,6.170534739242097,2.3124064353407405,4.1521491591776964,7.284002028473761,0,1,1,0,0,0,171,104,221.87613405825797,87.69878371062137,87.18915825651975,95.57464407500947,7.7018687730907756,5.782412428754537,1,0,8.152105889018172,0,1,0,0,0,0,XXXConfid +6374,88,1,0,1,35.353243852863294,1,0.7689429215892818,8.883325965137253,4.0857731016852314,7.4508354948401125,0,0,0,0,0,0,179,67,274.52154264219246,95.6777302786953,26.902848351160742,179.90853114371785,6.894089901214093,3.5872288314038325,0,1,6.835110220327573,1,0,0,0,1,1,XXXConfid +6375,89,1,3,2,15.018239929530528,0,4.681111638426221,8.801599787989378,2.1571589399382542,8.298021644519983,1,0,0,1,0,0,178,117,200.0633512265731,140.56662668060156,37.76185145392507,67.30080559560508,3.991714616785024,3.575342921585254,0,0,1.7247380443366134,0,0,0,0,0,1,XXXConfid +6376,76,0,2,0,26.65501426896364,1,16.500985638725773,1.4885851647435666,4.708956595423204,7.290727583125217,1,0,0,0,1,0,162,91,262.4614370610867,142.45020679456417,20.064239972722746,90.08935068446701,28.573313835418322,4.2209207069088475,1,0,5.301841567660799,1,0,0,1,0,0,XXXConfid +6377,69,0,3,1,36.55545484346853,0,7.347979846775252,9.631352249686833,5.10151883533343,6.234317463518924,0,0,0,0,0,0,100,116,157.3405055314796,63.039754426716236,20.422355154925043,393.71310751057206,24.970345558978515,4.452110349301116,0,0,5.732422370805381,0,0,0,0,1,0,XXXConfid +6378,65,0,1,1,35.485624755044014,1,7.236522600393734,4.6082087251918,8.403954052188947,7.78901895698197,1,0,0,0,0,0,108,107,222.51544170596145,93.32429852295061,56.3351753957885,375.52002094222735,28.16511478024103,4.958638359326514,1,0,3.2227959613565815,0,0,0,0,0,0,XXXConfid +6379,64,1,2,2,37.20373488692684,1,11.275081139463683,9.375332316720005,0.4100378938242022,9.490599371944489,0,1,0,0,0,0,133,82,193.16518226230613,194.46720325662707,70.23963218839437,330.2927214034491,24.03566046144181,7.786882979389595,0,0,9.842318446875014,0,0,1,1,0,0,XXXConfid +6380,86,1,1,2,26.046053317142217,0,1.0485375848026801,4.305381470252581,3.483950748897604,9.182150956003293,0,0,0,0,0,0,144,85,267.8052024144934,103.53174775847228,61.867377478626544,385.7372152316404,11.832532544837404,3.5758101075447213,0,0,6.904284175832197,0,0,0,0,0,0,XXXConfid +6381,74,0,2,1,20.86067620367753,0,17.635201436134697,7.943337740048467,1.5598709794753363,6.528282234995748,1,1,0,1,0,0,171,95,157.29381550214538,109.08550301012423,86.54613665936938,279.7974100985095,12.149775308340239,3.048353293046514,0,0,0.5678113467349855,0,0,0,1,0,1,XXXConfid +6382,61,0,1,0,24.578806932213563,0,12.44597765690822,8.81717547616362,8.696376305064756,5.415286118925625,1,0,0,0,0,0,105,69,240.88461016894666,142.93475415283189,35.25504991893378,145.1914305764809,6.701105077012133,2.1386659021608487,0,0,1.2679701326033188,1,0,0,0,0,1,XXXConfid +6383,89,1,0,1,29.889362899621123,1,10.964100660524261,3.0347612185171533,7.366889155717581,5.299442366980762,0,0,0,0,0,0,104,87,201.25555041677836,135.22340342911167,22.70323983819931,217.91792865575496,23.80137143480986,8.483988618485608,0,0,9.454060782401033,0,1,0,1,0,0,XXXConfid +6384,75,0,3,0,36.06040344523004,0,1.2350198342473195,6.3867958924132076,1.263325652395778,4.19610929033021,0,0,0,0,0,0,118,115,190.72399561339398,63.15197070860845,76.81188647350676,360.9645387080914,13.131124932150474,5.351162843718842,1,0,0.6338179427037194,1,0,0,0,0,1,XXXConfid +6385,84,1,0,0,34.93371569790507,0,7.071921267696927,5.892970727005976,8.595011414006613,6.319818565168817,0,0,0,0,0,0,118,67,207.67359666947806,187.18806777503312,53.35717823284705,173.88541940527602,18.178905812156636,6.112540503371583,1,0,5.079239636344725,0,0,1,0,1,0,XXXConfid +6386,72,0,0,0,28.463430458421918,0,4.8226582135255285,8.465087450728365,9.254102736925176,4.691507423943687,0,0,0,0,0,0,128,75,200.23323603328484,92.11596155505397,28.992649989497554,297.42068543945084,20.883473946122862,3.832516310700791,0,0,4.111695074083423,0,0,0,0,0,1,XXXConfid +6387,72,0,0,0,22.379807081766486,1,16.21597335208461,4.219446915995214,0.25001220365357457,8.839479214598963,0,0,0,0,0,0,169,74,249.1213574447142,110.29937782399784,74.13107315541356,244.23116925491252,7.114121543931855,2.5684172813489816,0,0,4.61506094352287,0,1,0,0,1,1,XXXConfid +6388,66,1,0,1,22.28797678492195,0,1.884277997596182,6.891689238029063,1.65530212206063,7.713556755608413,1,1,0,0,0,0,170,63,249.963331228617,165.8194833644595,89.52706805532834,337.14689218004855,29.825271665698253,5.244138849514038,0,0,5.902645326822547,0,0,0,0,1,0,XXXConfid +6389,82,1,0,2,22.874070173850637,0,16.00614501657945,7.411056123676381,2.3419645658559975,6.688946586120565,1,1,0,0,0,0,160,94,228.5868454731476,140.11915193530956,58.86117315359739,214.97594154367007,7.325867438558106,5.432951006922137,0,0,0.21482487647079496,0,0,1,0,0,0,XXXConfid +6390,78,1,0,2,34.63975123249375,1,17.457739482983044,6.517929905089565,0.4809043098916854,5.089444535986918,0,0,0,0,0,0,145,74,150.75399039263095,94.83228657101455,88.09053215903074,72.34375982979843,1.9822152225725787,1.0621781015820653,1,0,2.176515404728787,0,0,0,1,1,1,XXXConfid +6391,74,0,0,3,30.04498721955122,1,7.666754955785637,7.639842954133913,7.095274607530596,6.604079172231261,0,0,0,0,0,0,91,70,242.65287329174882,60.27891646171089,78.88694887667216,91.2628790590154,20.74957297463867,5.8209174879513315,0,0,6.5171299666214475,0,0,0,1,1,0,XXXConfid +6392,67,1,0,0,37.44668765814431,1,14.864617807712364,4.046031146901904,9.43514688404955,6.698426373522941,1,0,0,0,0,0,133,60,253.5321406607938,169.22099350023825,36.25713842304914,109.46112972015055,11.055487155966384,1.717378390852713,0,0,1.1934090613682014,0,0,1,1,0,1,XXXConfid +6393,90,1,0,3,20.849688308328574,0,16.842373440038955,8.094060945048197,9.691623385672777,6.332590247823499,1,0,0,0,0,0,90,100,167.40250379165693,160.35868282638796,60.26142679870874,226.6546240808209,2.250126789204734,9.360222883358587,0,0,0.4276140571767373,0,0,1,0,0,0,XXXConfid +6394,80,0,0,1,24.35617645517616,0,12.487866015807732,1.4348376368924598,5.785695146825665,5.424794477539564,1,0,0,0,0,0,94,114,286.13119073725574,147.49081491063532,33.85279951374898,228.2725581719154,7.550680263464306,7.514933289354068,0,0,7.742090855391575,0,0,0,1,0,0,XXXConfid +6395,86,0,0,0,24.160456221648367,1,18.72623781714523,8.991381717750764,2.814760829756059,7.477972995562469,1,1,0,0,0,0,105,62,256.5195779973869,57.94611155118502,57.60882843966107,238.48564303024335,23.73143050535016,4.980886763855116,1,0,0.24201698012150885,0,0,0,0,0,1,XXXConfid +6396,87,0,0,1,20.312525316278986,0,9.883568975955534,3.251504651227771,9.455725121605292,7.06123455132908,0,0,0,0,0,1,153,79,228.61939286241812,146.91261691099794,68.0099815237859,87.94934986240769,7.5630067774203145,5.940178454600781,0,1,4.028529491943573,1,0,0,0,1,1,XXXConfid +6397,80,1,0,0,24.731347971313042,1,15.697390198682402,6.282033191679358,7.3499113663151565,7.788726807223858,0,0,0,0,0,0,163,105,200.14293701121846,99.67847879364905,48.8919484072541,181.5581082005783,22.079537697210807,0.7217990144189357,1,0,4.927808433101034,0,0,0,0,1,1,XXXConfid +6398,81,1,0,1,28.802372445904062,0,18.95710354166703,2.852028819511656,9.626539750514226,5.4829972093245365,0,0,0,1,0,0,119,77,155.12292648044942,151.87093188229846,31.334914530333258,95.27212977816505,24.626260299458682,9.601011619093075,0,0,6.6249083327027405,0,0,0,0,0,0,XXXConfid +6399,88,0,1,1,15.346395365889807,0,10.493587965569214,9.264717246171747,2.250883910860404,4.5033882939981655,1,0,0,1,0,0,117,115,240.73545231190087,126.40476816729338,71.196350704015,386.17505471065306,14.611384236172873,0.1372747746755154,0,0,1.0661852206969902,0,0,0,0,0,1,XXXConfid +6400,88,1,1,1,20.38002314154681,1,1.0602136954875552,8.508578852312763,6.007021630270062,5.843185064275508,0,0,0,0,0,0,100,69,233.0608631685177,195.9512011883535,82.13001459816333,273.2020408288427,20.7267082916996,9.118315572990198,0,0,8.262218919067529,0,1,0,0,0,0,XXXConfid +6401,66,1,2,1,36.602101684661925,1,2.0401010603389502,8.336618091843857,7.931415888248741,6.270439655232482,0,0,0,0,0,0,128,99,251.33173281806387,152.82700322578313,49.75284956104723,101.36557570610091,19.78848974583806,1.1327155001541411,1,0,1.4270067635063244,0,0,0,1,0,1,XXXConfid +6402,61,0,1,0,19.27717550238354,0,4.481202365674708,6.7127423919536975,7.114715139128419,4.330867509097501,0,0,1,0,0,0,173,114,193.80252189532274,122.64334732058965,95.6199031794633,83.55931647174032,10.832395372154021,8.034714459438641,0,0,1.9695516974546923,0,0,0,0,0,0,XXXConfid +6403,66,1,0,1,22.198748044430307,0,3.6374182908988595,3.286080754317519,6.754390127577667,7.6554728544571935,0,0,0,1,0,0,101,107,250.92266406894998,158.76164431953163,89.3189947603804,213.6724622702485,17.957519456731745,1.758785437695728,1,0,0.5738629866593892,0,0,0,0,1,1,XXXConfid +6404,63,1,1,2,20.966850705255048,1,19.584923304404942,6.06618680062804,3.378328214139068,4.246275698096933,0,0,1,0,0,0,103,119,209.7841583807873,188.1813750077542,53.070702748748964,305.42683833606,20.379189931672272,3.0904516565413633,0,0,7.243720651012452,0,0,0,0,1,0,XXXConfid +6405,79,0,0,0,32.50456926334674,0,15.059938973925211,2.861839299106702,7.887500322080888,9.489943437783221,0,0,0,0,0,0,108,74,192.10736219434722,53.59349068624768,24.32156137957069,315.31695197715686,17.763279639745903,5.5991217934967175,1,0,0.39947492023562403,0,0,0,0,0,1,XXXConfid +6406,90,0,0,0,38.825047703921406,0,7.6099047317462105,1.9772986364744793,1.7763823577473314,8.55683149310608,1,0,0,0,0,1,112,115,215.43671531232243,182.11711801049094,57.08576275853253,194.1734997231458,4.086208922149943,6.541212242463064,0,1,5.841925435839049,0,0,0,0,0,0,XXXConfid +6407,80,0,0,1,34.802944009482104,0,3.781659828092425,5.897372400246304,4.951743737728956,4.342511736871883,1,0,0,0,0,0,104,95,172.00910626118957,143.70917549161487,66.40097665260315,272.60652346523045,16.92427470474653,0.9807565633903059,1,0,5.1162125761054,0,0,0,0,1,1,XXXConfid +6408,67,0,0,0,29.270476782836354,0,0.8600825306246995,0.5038699063373597,3.0360892129916914,6.8896458547290305,0,0,0,0,0,1,139,72,293.2793291129078,182.6297357904874,89.79786248008858,113.80540598054574,24.810314989803448,2.182277486039105,0,0,6.378764982909995,0,0,0,0,1,0,XXXConfid +6409,77,0,1,1,32.1834720510016,0,3.8044502712128314,2.9205813816921755,8.601188584960173,9.308566328497442,0,0,0,0,0,1,136,64,296.3848003112495,187.7852755135263,65.19533111872195,193.45865030225363,9.011462848254023,5.787178125348818,0,0,0.23993780331857506,1,0,0,0,1,0,XXXConfid +6410,71,0,0,1,19.355125562437404,0,4.332677119988569,7.597508807360506,3.977549169482919,6.906817754436288,0,0,0,0,0,0,160,113,276.82617392361556,159.46519951058562,84.70619427192707,163.09745954787047,25.080050058749126,1.7971744899083797,1,0,7.017543482191014,0,0,0,1,0,0,XXXConfid +6411,73,0,0,3,34.8548061492366,0,0.8538644150983599,7.805067493570524,3.042984963854228,9.556909101545923,0,0,1,0,0,0,154,100,240.28092697183172,187.25611716027493,73.7636135990221,129.8440565358554,5.928966358375534,4.766593879462863,0,0,7.830252177571499,0,0,0,0,0,0,XXXConfid +6412,77,0,0,3,15.229170831505709,0,13.135910052741018,9.214386940658812,7.06666874414792,9.956251823628225,0,0,0,0,0,0,151,115,171.79836624261958,143.9584775167856,49.593888276477784,204.8156207767732,22.096496144696438,0.2551399082778105,0,0,7.11558833736688,0,1,0,0,0,0,XXXConfid +6413,68,0,3,1,15.646247298212268,1,7.9565333185757625,8.3811495802487,2.0938528244313357,5.426763230853572,0,0,0,1,0,0,173,82,226.00085378693078,92.74858512911393,41.06042097147434,196.29641172407742,25.72103563903238,4.486211649376375,0,0,1.6542149150030017,0,1,0,0,0,0,XXXConfid +6414,78,1,1,1,35.64328985233533,1,13.246407325113429,3.2196826652409714,4.317186885376892,5.64132570147195,0,0,0,1,0,0,106,69,278.0473760132327,64.4395942336221,37.255157004870384,284.13501826201104,25.818024209625097,5.94401123062601,0,0,8.733324043884261,1,0,0,0,0,0,XXXConfid +6415,71,1,1,1,22.93500102584801,0,7.885695648846434,3.8443467706174173,1.7978455181008424,9.384140633346203,0,0,0,0,0,0,125,118,176.61150047923084,134.43860038376442,41.5675836730027,226.10299820591936,9.371376131511362,9.627772640648258,1,0,8.058227483781835,0,0,0,0,0,0,XXXConfid +6416,63,0,0,3,39.96486074112221,0,13.588099853829814,3.2419170154111034,3.5252950686592843,5.064251759687927,1,1,0,0,0,0,133,68,157.69524376574466,195.64188088282825,42.98657303512992,115.94018665581211,28.854515953349093,0.09089589837032452,0,0,9.141628605577246,0,0,0,0,0,0,XXXConfid +6417,63,1,0,3,26.411808579246753,0,8.225646172281742,5.876880077873883,0.2803760595236182,9.326203991082352,0,0,1,0,0,0,108,113,292.2341442603798,165.4061816646772,45.863042364493324,393.73752157862043,24.358318539466996,2.1356248430883884,1,0,5.3262610313333925,1,0,0,0,0,0,XXXConfid +6418,67,1,0,1,29.337619184643472,0,8.04633812458655,4.179567106344212,0.6246507980195293,5.642338900260891,1,0,1,0,0,0,172,64,267.859570739433,165.98883297380877,52.854520386638846,169.455872049996,3.1173763454883927,6.286479867186175,0,0,8.292964426780868,0,0,0,0,1,0,XXXConfid +6419,64,0,0,1,15.574010402267072,1,13.275182171470457,6.695773484675476,7.240801631169668,8.392062096027928,0,0,0,1,0,0,137,109,239.03397910748674,99.73532496886426,40.56296121907466,117.0468734025801,4.725457312331246,3.004096330921816,0,0,5.128497108800339,0,0,0,1,0,0,XXXConfid +6420,62,0,0,2,23.355254758026305,0,19.155484681722314,2.2150584276738017,1.7288161374239608,7.7650233143374,1,0,0,1,0,0,93,105,278.9096706400776,186.18141932440324,76.47416488986386,386.41458401302083,19.52787413807402,5.51131665260812,0,1,4.059800808381446,0,0,0,0,0,1,XXXConfid +6421,90,1,1,2,30.682213189033632,0,1.8831810834138851,8.165214599153916,8.072207588290375,5.580229413948401,1,0,0,1,0,0,164,113,201.25953800799599,73.231518238272,35.31716148049681,109.68809525729628,19.090096901912982,0.31124807791905074,0,0,1.5098365780961676,1,0,1,0,1,1,XXXConfid +6422,87,0,0,0,32.12191982168926,1,7.317790550456886,3.2465421442186457,2.756333665245295,9.780959601510965,1,1,0,1,0,1,149,103,284.42429295434613,172.37664393041666,26.572260812761073,163.1924785274952,10.201815962231803,4.09985236111095,1,0,7.751521111265914,0,0,0,0,0,1,XXXConfid +6423,72,0,0,1,19.112288020318218,1,6.820456388143703,7.5659245647537965,3.3989805265254116,4.6910642001239395,0,0,0,1,0,1,165,60,182.4518185857921,156.0677872260648,80.84555614837805,202.27855760037116,26.16166206021421,6.453461074995532,1,0,0.6957296527232881,0,1,0,0,0,0,XXXConfid +6424,69,0,0,3,26.08858797010197,0,12.95376322517206,1.1497641774521294,6.519625955231718,7.0849283798977165,1,0,0,0,0,0,107,94,267.563788921777,92.77070200467313,28.740209563767436,168.37122366881977,23.355968061982637,8.436813763761181,0,0,6.887480402035165,0,0,0,1,0,0,XXXConfid +6425,71,1,0,0,21.837917080490847,0,3.906899602040821,7.566536621522025,2.288612388459148,7.35657756000362,0,0,0,0,0,1,159,118,151.58681482015388,106.86586740061585,98.15110028916311,327.3312040995297,9.450848533983375,2.5125646641083943,0,0,7.663711754552029,0,0,0,0,1,0,XXXConfid +6426,83,1,0,1,36.65152412729512,1,0.4332458264172079,6.564487512280296,3.777342550345395,7.809981297971969,0,0,0,0,0,0,137,76,210.56678778698674,129.56328785286493,65.01588203363855,201.3484054067125,15.600732948393055,4.38090552704931,0,1,1.2556748959063346,1,0,0,1,1,1,XXXConfid +6427,90,1,0,1,15.52924369203372,1,9.948911484727194,5.557818046906142,9.31777015484024,9.58152627840723,1,0,0,0,0,0,151,105,255.64829614251562,144.53585101988716,68.25388668241027,162.3102963432905,18.66088209870319,1.1343853414721272,0,0,6.474464743012875,1,1,0,0,1,0,XXXConfid +6428,68,0,0,1,37.22262384798756,0,19.960887563127365,7.084171211048041,4.111681966236558,7.1904929876450545,1,0,0,0,0,0,123,108,221.73713469614867,102.49702531977073,44.16744560638978,381.44881671777785,6.587959565419177,4.53454972716793,1,0,8.117818867583615,1,0,0,0,0,1,XXXConfid +6429,90,0,0,0,21.287783005318552,0,6.282531938518927,6.471075027497956,4.910991460495572,4.370085395715785,1,0,0,1,0,0,162,111,268.5519146477888,101.90801855675342,86.06376607282918,177.5167431122493,8.006294613634916,9.659171506213207,1,0,6.023418808168804,0,0,0,0,0,0,XXXConfid +6430,68,1,0,0,28.904544543409976,0,7.035981339185251,9.47760163401426,6.403966039729651,9.858934607110694,0,0,0,1,0,0,127,79,175.20729416592155,57.22085657286531,70.09405049841037,291.53730740556216,7.577414694402033,0.011898315577351104,0,0,7.778816663744111,0,0,0,0,1,0,XXXConfid +6431,70,0,0,1,38.43237597441793,0,1.5185685442027586,1.398701514723918,9.270589129154247,5.178966756255406,1,0,0,0,0,0,107,65,183.23965453502385,160.47555432057698,93.1722273753104,106.00446629022424,23.004247005884597,4.552695943257163,0,0,6.724829032657674,0,0,0,0,1,0,XXXConfid +6432,82,1,0,1,35.134860927254174,0,16.201275862855624,2.083471089514497,3.086150167989399,8.481269478262588,0,0,1,0,0,1,165,88,171.54708169406734,107.10968083118402,60.43943787378085,352.20513627668055,11.989398743917427,1.1792207495591223,0,1,2.8710220674579254,0,0,0,0,1,1,XXXConfid +6433,88,1,0,2,18.166072642539476,1,11.878743081501016,8.434699464484357,4.920109799970714,7.296638925910531,1,0,0,0,0,0,135,86,208.85261415999133,69.51618278588626,93.03202772409884,378.40721726486385,20.29016046207771,6.168618604170729,0,0,7.030055716076281,0,0,1,0,0,0,XXXConfid +6434,88,0,3,2,19.005785890645647,1,6.045314145923523,0.3596054010972216,6.51089197810747,9.827411206862077,0,1,0,0,0,0,140,78,158.20638483883886,169.95404697730316,70.56774720965778,63.07034715605707,19.530507954970542,1.0358275267051753,0,0,6.904117622820408,1,0,0,0,0,0,XXXConfid +6435,81,0,0,2,22.304322674830843,1,4.921701339086764,3.050710071348526,7.2990566731251905,7.744799684782552,0,0,0,0,0,1,153,64,268.1925648712733,104.89091605911344,76.27916179934167,312.39270637924744,28.405129142247933,5.389971665873654,0,0,1.351713804476562,0,0,1,1,0,0,XXXConfid +6436,70,1,1,0,24.485727493983447,0,8.914508768261609,5.349867773130893,5.499325229664262,6.555814656843616,0,0,0,0,0,0,160,91,203.84136928274944,52.96717508772857,55.63099401554535,53.970995729789465,28.58900573668783,9.738671429118234,1,0,6.132620518748202,1,0,0,1,0,0,XXXConfid +6437,60,1,2,1,38.64131293757028,1,3.9388941595788585,3.2769507179838318,1.1876598440549635,8.35350017040531,0,0,0,0,0,1,138,103,175.17190685412572,118.16345606142437,20.985207559595516,373.9343068322797,11.696364471034391,6.120012854837505,0,1,0.13467813769077797,0,0,1,0,0,1,XXXConfid +6438,62,0,0,1,37.80766739555497,0,4.05767131239966,4.1272186905743755,8.032561130925313,6.1360663468579455,0,0,0,0,0,0,93,106,255.7127577624334,199.4378500272455,89.57177899858063,191.11338632266413,1.5282170185963517,7.72155355894708,0,0,2.425454525549464,0,0,0,0,1,0,XXXConfid +6439,79,1,1,1,39.05337839687264,1,8.842797461186505,9.095800965463237,6.833856152812093,8.504674290565333,1,0,1,0,0,0,105,89,211.79889410122195,193.75880169886028,74.03768924941298,159.13316221330058,10.914730294717899,7.195227338483611,0,0,3.0311088578556813,0,0,0,0,0,0,XXXConfid +6440,77,1,0,1,15.256622936348204,0,6.335268261860323,4.361069381756434,0.05997028292053619,4.7950669776223265,0,0,0,0,1,0,152,105,192.03923161021098,159.454371351923,33.08810993347013,344.5480303282408,19.196184444902695,8.489497445108903,0,0,2.854216539354951,0,0,0,0,1,0,XXXConfid +6441,90,0,0,1,30.160708345131546,1,17.96081850529202,5.9403278015540275,0.706863660337298,7.050858507762645,1,0,0,0,0,0,154,67,233.66734438415438,50.466968763913044,46.05745757083476,220.79106067710083,16.360869967270062,3.9661528190406314,1,0,2.8601546493656524,0,0,0,0,1,1,XXXConfid +6442,88,1,1,2,29.413884566485546,1,8.581461564754926,2.2256401306636198,5.6557281172006855,6.43470472168108,0,0,0,1,0,0,114,75,155.18789699811592,96.18918733998109,30.214999051682554,332.83692884814786,26.38492381150808,6.347197116027522,0,1,7.328732818418474,0,0,0,0,0,0,XXXConfid +6443,77,1,2,0,22.720213082344678,0,5.165717968726373,7.715041486120068,5.236591244761787,6.135664114397301,0,0,0,0,0,0,110,106,259.3095461930811,192.16370340253474,73.32654589114657,289.44291344388284,8.962433868974243,4.021602311413918,0,0,3.267092692942332,0,0,1,0,1,1,XXXConfid +6444,62,0,2,1,24.13164175681785,0,18.35624361515639,9.460848375354482,6.418246099643908,8.784236835428839,0,1,0,1,1,0,135,66,205.27009628761525,110.86748025763126,65.6764305147246,217.42373274812903,9.258446339716173,2.654054391214362,0,1,0.434139434511257,0,0,0,0,0,1,XXXConfid +6445,60,1,0,0,39.32096716763204,0,15.82875750604283,3.690020340763253,2.0527204940936397,8.347878288323454,0,0,0,0,0,0,138,77,280.272748577451,113.51613133606872,24.242016380484237,349.81187896663806,8.79746986642713,1.4601230098601448,0,0,4.565657840622688,0,0,0,0,0,1,XXXConfid +6446,78,1,0,1,20.707349907043916,1,2.0368218500840474,2.803351271877447,8.115240998293856,6.669068600375654,1,0,0,0,0,1,97,108,253.65085256244603,164.1120311877267,30.81231181268081,319.2945834681728,21.520850672219538,1.2237281575080616,0,0,7.470029740295447,0,0,0,0,0,0,XXXConfid +6447,80,1,0,2,16.88958326665526,1,6.629953387794291,6.627691312076952,8.52531730979162,8.756230823982115,1,0,0,0,0,0,139,93,262.5424895568473,112.68163092967144,29.990515802272597,267.09585057299495,6.191262602300926,0.2748088114066205,0,0,2.6884909836798876,0,0,0,0,0,1,XXXConfid +6448,67,0,0,0,26.346478519805878,1,15.671735387662856,9.873861613978587,1.8937008909336839,9.083228488851793,0,0,0,0,0,0,168,87,236.36078367353798,124.96551869740519,36.99886291996971,126.39078042533176,25.3999579227181,4.046990734770974,0,0,7.378638995910888,0,0,0,0,0,0,XXXConfid +6449,82,0,0,1,26.223175544096332,1,11.954328588912693,4.9566465658083745,6.662746950578957,7.267763221629186,0,1,0,0,0,0,163,84,154.02600839929957,67.77260061326899,22.838504341099892,169.4320431919391,25.606554531697356,9.299296552896644,1,0,1.6820049661461822,0,0,0,0,0,0,XXXConfid +6450,75,0,0,0,19.626718986244786,1,10.501722927364284,7.16776362299428,9.013730702912323,8.659630067132746,0,0,0,1,0,0,139,65,178.76580657194515,53.00225015997212,34.59642839572438,108.00636411586964,4.134961918691877,6.011206341611535,0,1,4.423125815322236,0,0,0,1,1,1,XXXConfid +6451,88,0,3,0,31.775755308351634,1,5.246999133472261,6.667843262193559,3.1215034704996834,6.264254833288282,0,0,0,0,0,0,164,107,234.50107620723833,67.68102945072327,26.591209786482544,70.3839308806037,11.227896218881174,1.0712968310507254,0,0,5.969669178583318,0,0,0,0,0,0,XXXConfid +6452,62,1,3,2,23.207174132892202,0,5.60752879168229,7.568194161002139,1.6572860515055243,5.309403111161318,0,1,0,0,0,0,106,60,179.950146183749,153.05218861901648,75.87380113707786,364.06937867878605,16.042709980600247,9.649215986180199,0,0,8.857751481445678,1,0,0,1,1,0,XXXConfid +6453,72,1,0,1,24.050930108935123,0,10.314980210480012,7.837631572503444,1.3018086333788725,5.360164643684218,1,1,1,0,0,0,163,116,258.59965734447565,91.9728137479687,91.00555008115043,139.96498514563336,22.272308145074657,7.429133932767355,1,0,0.680499918271964,0,1,0,0,0,1,XXXConfid +6454,73,1,0,1,30.289387461376187,1,12.044059734267085,8.904379100744116,4.998097083693434,9.343106944689346,0,0,0,0,0,0,95,107,228.12285718540562,141.6245224338054,22.930032766240515,257.9804219169627,24.544395743259656,6.152059002534727,0,0,1.228058568210254,0,0,0,0,0,0,XXXConfid +6455,80,0,1,1,24.52311399254746,0,14.365207744431949,4.015639366109408,3.6963548458297604,7.390702896510858,0,0,0,0,0,0,119,63,279.8268701630652,105.45756566573061,21.27802012832604,323.28857769117104,27.934590869029392,5.9963001177336706,0,0,9.605254951610009,0,0,1,0,1,0,XXXConfid +6456,74,0,3,0,31.410380896470368,0,6.142995547018009,2.5437842384356877,7.897165902862206,6.093694547166552,0,0,1,0,0,0,119,69,171.2012482249758,64.51070167732158,53.256807174786104,352.9109086877974,28.08945072740988,6.078292480279983,0,0,2.249987911017609,0,0,0,0,0,0,XXXConfid +6457,85,0,3,0,37.49543021527708,1,13.351373247469764,8.87598517103401,3.8127812633116367,6.361955497801716,0,0,0,0,0,0,147,100,168.7880947224376,60.915553843730294,81.31345908953475,210.95727341076451,7.338661163119831,9.213827713827893,1,1,8.56317696887604,0,0,1,0,0,1,XXXConfid +6458,71,0,0,2,17.545005382856274,1,3.7826235715443612,6.170480889389705,5.586319398724252,6.746013020112016,0,0,0,0,0,0,157,68,206.16485543861458,91.87002172152165,59.2272199446593,213.48716433595987,20.042813397002963,8.31720537277772,1,1,3.861284394459764,0,1,0,1,1,1,XXXConfid +6459,69,1,2,1,37.012976558146704,0,3.159661707380297,6.280137084534187,8.728158437502413,6.2691302048832585,1,1,0,1,0,0,162,94,298.15786113454226,124.87380914684803,31.947382986929043,188.96083102373086,16.924976041977516,9.534759402447682,0,0,0.18673901129961257,0,0,0,1,1,0,XXXConfid +6460,76,0,0,1,28.99042691907598,1,10.491908001295041,6.7180238771088705,0.22840774919665408,9.859308377816195,0,0,0,0,0,1,175,111,192.0541997984352,157.1310144078878,34.886487691830084,252.99838405192426,19.104197504621464,7.04334306314081,0,0,0.3433664462890351,1,0,0,0,1,0,XXXConfid +6461,71,1,1,0,20.598372539337035,0,19.50305845453557,5.522197361903717,0.313767240498386,5.4608484054678845,0,0,1,0,0,0,161,66,231.41895688081888,147.64912548051285,82.41745292188843,347.22352808058247,23.5254106252132,4.420018306522566,0,0,7.945756753469082,1,0,1,0,0,0,XXXConfid +6462,63,1,0,1,35.60137778107505,0,6.0646559052946,6.463592571571235,2.154994958963928,8.943331352054745,1,0,1,0,0,0,160,61,214.70822236787828,174.13457257370715,74.01146080230441,91.43358186656441,23.530468240374034,0.9256071562294976,0,0,2.281007401177386,0,1,0,0,0,1,XXXConfid +6463,65,0,0,1,15.406584757476613,0,1.5057313602131717,2.839339962791625,9.876762763930117,9.517914482049116,0,1,1,0,0,0,121,94,231.58905269419927,108.06710536009925,59.295748581925565,294.246793701476,2.237776714295021,8.612849407068182,0,0,2.5811994498558533,0,1,1,0,0,0,XXXConfid +6464,85,1,2,1,21.165496570129307,1,6.510209205946662,7.290492683345239,7.458032982834318,4.652418887475814,1,0,1,0,0,1,166,84,268.9002188334329,156.48978533993028,85.7870923006371,212.3101847612709,11.577431234132536,2.169933586941326,0,0,9.616889769483324,0,0,0,0,1,0,XXXConfid +6465,81,1,0,3,17.11640683924301,0,1.2766139935987741,1.4919921858052576,2.7341511874820243,8.299650252785606,0,0,0,1,0,0,130,92,182.23735170971256,186.24894572060964,97.32197675581035,343.3736346875478,12.649627761854402,3.098181602687693,0,0,6.667228040825071,0,0,0,0,1,0,XXXConfid +6466,73,0,0,2,36.31435232442894,0,1.9199365245812494,3.646559143102831,1.6491927404187534,9.194688667764341,0,0,1,1,0,0,140,90,176.10045869508346,185.75078012034092,59.604270345505405,115.11795860013947,14.68530937135668,1.526947247614594,0,1,3.7072182924539367,0,0,1,0,1,1,XXXConfid +6467,86,0,3,1,24.066975798402446,0,12.008247255672437,7.920178202297974,3.6250586788616515,9.822669805642612,1,0,1,0,0,0,114,80,280.78832482158356,60.456536979866925,48.863659669218464,165.4705502971371,23.631085680795664,9.99260957926868,0,0,9.621896850855476,0,0,1,0,1,0,XXXConfid +6468,60,0,0,1,23.949421168550316,0,15.872405098353484,3.504291599044531,0.15715675401575702,5.188236842443359,0,0,0,0,0,0,165,115,191.6352219106773,192.2031879643606,79.82936455207707,176.50942667355045,3.8037593949282944,9.519397413000664,0,0,4.570167092553662,0,0,0,0,1,0,XXXConfid +6469,65,0,0,0,37.82488618733517,0,10.650730215108082,2.900281359080259,8.652653217240443,4.611514966230017,0,0,0,1,0,0,102,112,187.5770846948737,99.12860886444454,76.19648940621879,171.7065907782747,22.072325411295054,7.930717214741193,0,0,7.581195878035313,0,0,0,0,1,0,XXXConfid +6470,66,1,0,1,16.66550330671098,0,1.871311941463465,8.69889967431413,6.968652563319406,6.580946804749244,0,1,0,0,0,0,114,102,188.51578323786487,115.14180863148108,91.59542953884782,303.29032206561544,1.4983729015625635,4.455211189390072,0,0,1.0633601343139176,0,1,0,0,1,1,XXXConfid +6471,90,1,1,1,17.23598994112382,0,6.954825937297871,1.768236739427238,8.647668121150216,7.123329063641463,0,0,0,0,0,0,147,118,249.3635351414281,100.45092583647144,76.15767829151193,330.9428061426752,3.0703274507368206,7.937030307842678,0,1,3.3770235574100758,0,0,1,0,0,1,XXXConfid +6472,77,1,0,1,28.536406734405155,1,19.59652168408279,0.40611067929102074,2.9292920904162454,6.644173530306267,1,0,0,0,0,0,139,62,253.77576545163691,187.35822810465612,60.23841594145658,390.9051699144089,23.258044086848766,8.640969944844867,0,0,0.5120645520083744,1,0,0,0,1,0,XXXConfid +6473,83,0,2,2,18.905001887252908,1,8.79769632788249,7.705130013039696,2.0795847882790905,7.531137559131021,0,1,0,0,0,0,132,102,151.70910611406487,147.2752434165709,76.28608516086754,164.36361244307756,27.227884087401904,3.060459051707852,0,0,6.635914868097668,1,0,0,0,0,0,XXXConfid +6474,62,0,0,2,35.22895437073497,0,7.446075651482125,7.431135270345468,4.486564005030433,5.583009253152419,0,0,0,0,0,0,118,99,197.46699274350368,172.2682963949302,43.14489061968197,317.7128243514932,2.0186137757334786,0.357186077086884,0,0,0.3204218075604526,0,0,0,0,0,0,XXXConfid +6475,75,0,1,1,15.192882111683106,1,1.87032681445658,7.12885560911423,7.383941750234255,7.383204345879207,0,0,0,0,0,0,101,116,208.37983251567607,100.07638780487764,69.98672452986622,384.49129261187187,17.829027960749055,3.934366300726807,1,0,6.097345499979841,0,0,0,0,1,1,XXXConfid +6476,70,1,0,2,32.70690577916862,1,10.166233586172758,4.679626023293061,1.1930718922049,8.84436534268507,1,0,0,0,0,0,175,114,243.79405182806994,148.99311653845422,33.31661793490749,200.7616339234902,19.72699462332826,5.009055143397028,0,0,9.06503017837719,0,1,0,0,0,0,XXXConfid +6477,66,1,0,3,38.82342475668496,0,8.206949946333708,2.614794946660559,8.829937816527599,8.513436192812442,1,0,0,1,1,0,140,61,194.04203144157748,177.58487698542405,51.51685325943326,381.30503995286193,24.04878110662991,9.211381469740886,0,0,1.4724606101810722,0,0,0,0,0,0,XXXConfid +6478,63,0,3,3,38.99360271716128,1,5.31095371300367,9.08605316428687,1.6339833754978739,9.720758866371876,1,0,0,0,0,0,159,87,176.27231431196756,121.31496674488015,37.93831053941095,100.43126707069703,11.146696516603065,7.391967061093388,0,0,7.573085312648972,0,0,0,0,0,0,XXXConfid +6479,82,0,1,1,30.095614309915355,0,4.034607360413986,5.316775972849096,4.803503820870823,5.425391708727196,0,0,0,0,0,0,139,118,189.4933474686266,104.62605781438006,52.61226755956664,108.48006463920998,18.598112718977248,9.28263880034812,1,0,7.592244611837594,1,0,1,0,0,0,XXXConfid +6480,68,1,0,2,35.99928117657439,0,11.821463143323252,3.323240232093667,8.286928809781562,5.544677107002985,1,0,1,0,0,0,148,90,211.17222830687962,110.12560722472932,90.1877392671628,150.07436048537602,27.3966169537981,7.958843969681167,0,0,9.07771938204419,0,0,0,0,1,0,XXXConfid +6481,85,1,0,0,20.43349491672064,1,5.642157342998897,8.936375449124535,6.366380460609217,8.272224040173231,1,0,0,0,1,0,98,119,160.33166390898907,113.66483353512038,49.02025265901167,230.30198250753128,10.720546080125274,4.15418660296777,0,1,2.588244469504908,0,0,0,0,0,1,XXXConfid +6482,80,0,0,2,16.82093406382753,1,18.958269689555834,8.441460103787996,6.368088909523952,5.644087051527251,0,1,0,1,0,0,168,62,174.5726079450039,169.17328981750507,73.59500381571893,140.73592229293814,1.942353730918962,0.7253231279788441,0,0,1.8971951999704884,0,0,0,1,1,1,XXXConfid +6483,67,0,0,1,24.34418565517464,0,9.914228190172565,1.4493813873655137,3.419799257835272,8.713527118525441,0,0,0,0,0,0,125,107,174.78827268497665,102.2283696974996,62.82979030369375,379.6721908071411,9.816290345627326,0.7784781253317741,0,1,2.977246487302929,0,0,0,0,0,1,XXXConfid +6484,75,0,0,1,34.213914154224916,1,13.105570440073073,1.215611917748436,7.487468114601032,7.1432030087924625,0,0,0,1,0,0,108,108,295.51538641448906,70.22115116543947,68.22795290565998,67.6509929981674,26.87270770591424,8.936416840788626,0,0,2.573280302151785,0,0,0,0,1,0,XXXConfid +6485,69,1,3,3,37.19783446549077,1,12.956650640070444,9.444127589700724,9.828431428676744,4.3849128833673925,0,0,0,1,1,0,160,98,296.2505819510104,108.0430266792764,51.486595762247504,255.88018493597184,26.132188040463838,9.466246241547598,1,1,1.9306376127797842,1,0,0,0,1,0,XXXConfid +6486,68,0,0,1,18.91574867402943,1,9.96722443862156,3.3937719527202272,0.32449517737496936,7.782735618189411,0,0,0,1,0,0,141,106,284.52805442944043,151.8365583388839,76.52415456429956,387.4903629175128,12.888657930774434,9.859413732950657,0,0,5.690469882982811,1,0,0,0,1,0,XXXConfid +6487,60,0,0,2,32.33777232800634,0,15.500097324518507,2.0884406700199554,7.558624703888169,7.10243954877463,1,0,0,0,0,0,90,64,162.06826575451984,62.17484958395474,77.72220900476616,176.06544315563877,7.967314999547578,0.48190113639254184,1,0,0.015305827027164431,0,0,0,0,1,1,XXXConfid +6488,87,1,0,2,23.824947884793904,0,4.305141846358729,9.774304698667786,1.8548170018312204,8.29460911167191,0,0,0,0,0,0,126,99,172.17559321413677,152.28894169786759,28.74989012979703,384.2810194606872,2.1998180863685657,0.9939620503893143,0,0,5.508254389001142,0,0,0,0,0,0,XXXConfid +6489,89,0,0,1,34.33930070547858,1,3.1150901630397576,8.435659217197163,5.818051458958765,4.071024467879334,0,0,0,1,0,1,145,79,282.32773579971854,187.53885152597752,34.488689579036574,52.24649749412315,9.281500160606655,0.3307719248907315,0,0,5.300098890877477,0,0,1,0,0,0,XXXConfid +6490,60,1,3,0,37.68313758683672,0,11.484638521938777,4.184034607027909,8.096412026268084,6.957933861312603,0,1,0,0,0,0,167,77,245.08223888847726,147.66273769375454,72.05177761937485,299.69688737819376,3.9667626990571803,9.23609884904295,0,0,7.644891049791341,1,0,0,0,0,0,XXXConfid +6491,90,1,0,3,28.109477059993562,1,7.4422533408015745,0.20356937816658816,5.492157438060509,5.148711124118909,1,0,0,1,0,0,155,72,157.53925877928583,92.58348555162357,68.43672330790257,368.13572169524923,29.183421986021227,6.084258420183216,0,0,3.9756927194870304,1,0,0,0,1,0,XXXConfid +6492,84,0,1,3,15.085792854253915,0,4.50555900579888,0.31598177988626297,1.5786516011780583,4.945214197550805,0,0,0,1,0,0,134,77,234.31499728046904,190.88669203003005,81.72190612043178,233.92317491026049,10.064878055057417,8.898604392804032,0,0,6.071791567058888,0,0,0,0,1,0,XXXConfid +6493,80,0,2,2,31.51007683538552,1,16.034866134812244,0.9196763764790705,3.6403789624398852,6.869562193120151,1,1,0,0,0,0,150,103,279.0254727583265,143.61424029286238,74.13014819806975,305.7163582207352,22.375864107610674,2.0926827575250897,0,0,2.7842462274382687,0,0,0,0,0,1,XXXConfid +6494,75,1,0,2,32.517662463283344,0,15.287423576419819,7.372271989929352,9.789645835573284,9.202924292746648,0,0,1,0,0,0,105,104,270.3096328790395,155.64078795653228,67.97372810513701,158.55773072343592,24.079580980533397,7.423686621965468,0,0,5.242490229755614,0,0,0,0,0,0,XXXConfid +6495,75,0,0,3,29.406026310441877,0,15.458639440779523,7.505635217521539,7.303857724933903,9.632667717091188,0,0,0,0,0,0,106,71,189.5239313904341,197.23756672469938,66.19933614577855,397.8006513700197,17.603419333079845,7.490023861498445,1,1,9.03893574769122,0,0,0,1,0,1,XXXConfid +6496,80,1,3,0,22.532037110184717,0,19.550885920270687,4.1543520837565655,4.930133880794868,7.604332012780969,1,1,1,0,0,0,179,108,154.85711218638517,188.0528640274951,63.89039322011547,282.7827556322893,27.816934164550933,2.588562885930555,0,0,9.30734874479885,0,0,0,0,1,0,XXXConfid +6497,73,0,1,2,37.14027448469115,0,16.030585822176242,7.928485434545449,3.7283968678707913,7.072846296302439,0,0,0,0,0,0,108,91,270.78939108689457,91.82372850114959,94.68552924577631,73.7715786451524,4.633513492962919,8.211915857035615,0,0,3.9080603673857217,0,0,0,0,0,0,XXXConfid +6498,83,1,0,1,38.01470188598432,1,8.975037376450564,6.705045071605148,0.028973736289092944,7.044146820045212,0,0,0,0,0,0,156,108,256.49264966782664,117.65990326432578,25.704504000289575,164.43551543680434,27.61565291448234,6.795799748038141,0,0,3.3855127411177097,0,0,0,0,0,0,XXXConfid +6499,82,0,3,0,23.234744914767447,1,9.18536092427712,7.159601047227399,1.1312716919133936,4.613667661058287,0,1,0,0,0,0,131,91,186.35848090524922,195.58509283063944,29.153315833923614,368.83642441983034,6.488267632009309,8.109404532716574,0,0,8.98708952365263,0,0,0,0,0,0,XXXConfid +6500,77,0,0,1,23.57597804610334,0,0.42608809553419835,1.1537473348849059,1.9021263427353052,5.271635222051157,1,0,0,1,0,0,135,83,213.1442297883864,116.87951224789526,73.12252284252608,123.02472184302957,5.917701457705399,0.5476590769563638,0,0,5.979627869516281,0,0,1,0,0,0,XXXConfid +6501,67,1,0,0,23.169040023249927,0,15.510836888163027,4.2401350026303035,2.8921334639866725,7.3117287940447095,0,0,1,1,0,0,151,86,224.3877095864912,118.34253853096635,85.55581942191496,215.9751958466455,3.8961782526908086,1.3102829528294824,0,1,3.8069679932092084,0,0,0,1,0,1,XXXConfid +6502,61,1,0,1,23.499919757178247,1,19.673357421141095,5.363288415988922,6.621023099962359,9.421145527145299,0,0,0,0,0,0,149,71,169.47447715839328,60.39005136957671,61.87763416928316,127.47135481845213,18.119963395759108,4.811834781147669,0,1,3.1053847922098066,0,0,0,0,0,1,XXXConfid +6503,87,0,1,3,36.78982891717248,1,13.477651509007789,6.664228698885431,0.024542579937403275,8.419375151907255,0,0,0,0,0,0,140,102,173.1039755638256,140.0862900612757,89.69778549125651,284.8281155095892,8.066373476272187,6.263249841686451,0,0,2.4861065566331453,0,0,0,0,1,0,XXXConfid +6504,60,0,0,2,27.424072102945882,0,12.571875257238037,2.7232329285752477,2.0860348190690017,8.756546720911604,0,0,0,1,1,0,96,118,248.49502368251484,132.47305132586362,34.43634138511072,152.85154097739502,8.734493004214785,4.44420956181402,0,1,9.5331837750766,1,1,0,0,0,1,XXXConfid +6505,76,0,0,2,19.733204757243904,0,11.479074737922804,9.907924894659647,1.7917643157034036,8.641571758173345,1,0,0,1,0,0,100,116,221.23902448489662,98.54589652045541,49.493530949735664,288.5325265277771,13.757226227283857,7.725966433432844,0,0,1.7052119168405566,0,0,0,0,0,0,XXXConfid +6506,87,1,2,0,22.724597258853766,0,14.910186865714174,8.78930586811699,1.289357124876146,9.009490167464998,1,0,0,0,0,0,154,60,287.8085001357182,56.37302106281298,29.709230303916605,337.9876862977625,23.951810116807927,5.137758299447403,0,0,8.744376028138289,0,0,0,0,0,0,XXXConfid +6507,80,1,3,2,28.015491081110518,1,7.843688452940889,5.591040518789824,5.995834350388877,5.776209550391497,0,0,0,0,0,0,136,69,221.12992322658647,191.81601330902177,92.106360615507,188.16268725217162,22.055364307355994,8.639559289046803,0,1,5.6674397326950245,0,0,0,0,1,0,XXXConfid +6508,65,0,1,1,28.761051578978986,0,2.4810859808649854,1.0864294268827168,6.114930451468547,7.154910915046415,0,0,1,0,0,0,139,77,200.66785120345628,164.06843068779438,97.69041252295688,265.65700804813156,3.002977916436844,5.21742744670493,0,0,3.1896013926017774,0,0,1,0,0,0,XXXConfid +6509,62,0,0,2,23.587924421192348,0,1.236317722647431,0.6664256192590823,3.360431588390945,9.594945460549944,1,1,0,0,0,0,94,111,202.6384354508627,137.8849623561536,41.83296896876739,200.2649091284984,18.393421788854987,5.646826370601143,0,0,3.983733095975892,1,0,0,0,0,0,XXXConfid +6510,87,1,1,0,23.786304880452228,0,3.363883036517328,2.2488712891883145,0.44801410619262017,5.559410203021947,0,0,0,0,0,1,90,64,152.48228381176722,120.43578274070458,36.571302398680714,304.9458490748274,8.484043540601196,2.985340865173609,0,0,3.5659153828908217,0,0,0,0,0,1,XXXConfid +6511,79,1,0,1,17.725028754212445,1,8.54370366716575,5.678820629314217,4.016105734104727,9.765965415566868,1,0,0,0,0,0,137,86,159.4700911233145,147.74924910447896,64.97775316734351,334.76214378600235,2.0247499087435195,9.357563188582082,1,0,5.061076889043133,0,0,0,0,0,0,XXXConfid +6512,89,1,0,3,34.050878818646325,0,8.486616669819387,9.256772677669037,8.403006946553978,5.039137310057008,0,0,0,0,1,0,117,105,252.16997461532756,74.18680842150863,92.19837173618558,192.85931527329052,28.516950810548355,1.5202007880819879,0,0,0.5247107574158827,0,0,0,0,0,0,XXXConfid +6513,62,0,0,1,30.71328422177585,0,15.788932084331632,9.961248529317428,8.265377629383728,8.904659814804262,1,0,0,1,0,0,172,101,284.28750846611473,67.38821367667799,53.5809183799507,390.18852870074846,26.221478092482634,3.6758191861947633,0,1,5.565379424980053,0,0,1,0,0,0,XXXConfid +6514,62,1,1,2,29.894101682154407,0,14.254575802916897,3.1987472145520055,8.901327123742142,9.528525807167242,1,0,0,0,1,0,169,79,246.39059975708008,99.34683767452879,78.04043848159324,301.017312677497,15.616462736665008,7.829416711642904,0,0,7.6266366825751355,0,0,0,0,0,0,XXXConfid +6515,69,1,0,2,28.33930420912678,0,13.88024594709713,3.9062040152670106,7.955759937569516,8.171629291788328,0,0,0,0,0,0,144,94,268.6797423173071,115.27717601537933,52.08778507424384,291.220343605872,22.018308758645695,5.565579728417939,0,0,2.4272842934099415,1,0,0,0,0,0,XXXConfid +6516,89,0,3,0,37.8028189786965,1,4.809601891259838,4.004345758192781,3.3004345038251683,9.69281766753448,0,0,0,0,0,0,118,106,232.83537734905946,141.6669487483623,21.434010836117288,75.8062137475364,0.7308131157817288,1.8490051248695571,0,0,0.5062774608167553,1,0,0,0,0,1,XXXConfid +6517,89,1,0,1,29.635182428732616,1,11.302510832020873,8.139538200158789,9.980281202676776,8.125227886953203,0,1,0,0,0,0,169,103,288.6390390944803,69.06955213049983,72.88623717128964,116.46191597875641,28.22406371560707,3.708205657465177,0,0,0.052062154034047126,0,1,0,1,0,0,XXXConfid +6518,85,1,1,2,25.206331633175264,0,6.047285273110871,8.442053093658048,8.038829903901362,7.949290367482487,0,0,0,0,0,0,158,78,297.17886926943004,185.11863396581634,63.70938468774725,142.8699474964665,14.395270965728388,5.222023719121446,0,0,6.161141497047908,1,0,0,0,0,0,XXXConfid +6519,84,0,3,1,30.83518119131334,0,6.502712881683097,4.049488402403297,0.818863100302426,7.562535851103771,0,0,0,0,1,0,157,97,287.172863780193,85.4385776588399,65.15670545121807,197.20930943591907,25.38966864308308,3.1808025674998786,1,0,0.0226262403629085,0,1,0,0,0,0,XXXConfid +6520,79,1,0,1,24.713943614690045,1,10.943292039969506,7.455079854684968,3.945272227806119,4.059692965919652,0,0,0,0,0,0,160,100,219.1532212501346,52.4605149136854,39.77705266241513,242.01274469261196,2.2537900000989994,8.11828591282703,0,0,3.7202137902317234,0,0,0,0,0,0,XXXConfid +6521,69,0,0,1,17.583183229445098,0,2.951456730950246,3.794501763469462,8.786216043866418,7.475288913362036,0,0,0,1,0,1,161,100,165.94997673270026,62.54671931682489,57.43941675173045,221.0263994370296,7.9442290260620965,6.125496013106012,0,0,4.312592520694082,0,0,0,1,0,0,XXXConfid +6522,70,1,0,2,21.04555106942138,0,2.567982974230558,2.2361181298850266,9.099631604041964,8.963049922435074,0,0,0,0,1,0,92,116,212.59487745498507,125.16470414361571,21.614501683484654,263.64183651556266,0.6962652100929001,4.9931688664424945,1,0,1.8684327094844,1,0,0,0,1,1,XXXConfid +6523,79,0,0,2,35.24008972887364,0,12.205080918153621,8.603837009105806,7.710060477135135,4.891304776912236,1,0,0,0,0,0,131,109,285.4850986145941,79.52928679270187,94.83576681689905,219.04705247988647,3.7877408311735925,4.15182336571574,0,0,0.11275887100659632,1,0,0,0,0,1,XXXConfid +6524,72,0,1,3,30.358605071443733,0,7.729498883814934,9.423927860281276,9.713237341364978,5.842214527172752,0,0,0,1,0,0,114,77,237.86657762185985,166.4062128723516,74.35354554837286,359.46160270409064,16.920296052194686,6.802374091226849,1,0,4.535467793805829,1,0,1,0,0,1,XXXConfid +6525,69,0,1,3,31.05727274468239,1,8.47083422206124,9.059101754205264,0.3525102095162036,5.988451445969027,0,0,0,0,0,1,106,69,274.94898161689065,53.26054093429939,77.13627609317945,368.40874770249866,8.058768237049618,2.4730291596549705,0,0,4.686874189996855,0,0,0,0,1,1,XXXConfid +6526,74,1,0,1,30.640870945896296,0,19.065846614075138,3.3536706817594544,4.676769504101557,8.334419096597497,0,0,0,0,0,1,101,80,242.16590874315887,122.07851851311914,97.71842737223785,261.29974980635893,14.879848880259368,8.450895312424045,0,0,9.49217273362544,0,1,0,0,0,0,XXXConfid +6527,81,1,1,1,23.84684493506864,0,11.341063608162,0.692243945182307,0.07862041761318994,8.757306678884769,0,0,0,0,0,0,113,94,236.04779877380273,119.27619506083423,88.38243108480194,129.90597866040127,1.3244681747647702,0.20579716473253074,1,1,3.298347741201356,0,1,0,0,0,1,XXXConfid +6528,77,1,0,1,28.080558024347514,0,8.22003808891365,2.7602277224649105,9.227941673364278,8.577057489613484,0,0,0,0,0,0,102,115,197.71891586247347,100.59927849991631,98.22151228364322,302.9056477028221,3.147014034799349,6.246617309637482,1,0,7.861396243492398,0,0,0,1,0,0,XXXConfid +6529,64,1,1,3,20.971114694934492,1,0.44297062218364713,0.3081057372997831,2.7268605769449996,8.137760665817565,0,0,0,1,0,0,148,88,284.10526226453266,197.73896214419358,42.40503185327131,289.28495478916204,13.138314639381948,4.557135623710579,1,0,0.8823380079904142,0,0,0,0,0,1,XXXConfid +6530,64,0,0,1,17.93847046058103,1,2.313164418821021,3.933138449833603,1.1326702856132742,8.509150131125594,0,0,0,1,0,0,115,84,218.68715324666948,77.90544427623091,41.21691600387379,134.3554014805154,29.178619646836864,1.7682644443932993,0,0,1.9217055825559726,0,0,1,0,0,0,XXXConfid +6531,80,0,1,1,35.332702448359626,0,17.379703278527746,3.615184423804636,1.690577608587902,5.048367753935325,1,0,0,1,0,0,117,83,263.6180011302451,150.44003120000093,98.3800303301631,179.21673820292858,18.20902514622976,2.5467126129889373,0,0,7.298788818655452,1,0,0,0,0,0,XXXConfid +6532,87,0,0,3,25.173318901612454,0,13.18295835752332,0.33815309595833565,6.835913297469584,8.002450428806217,0,0,0,0,0,0,134,85,246.78767555363942,132.3347935188018,41.65665077079805,398.91074353258045,13.437781335642304,2.9999810187749643,0,1,7.7402145058370655,0,0,0,1,1,1,XXXConfid +6533,70,1,0,2,25.502380007946023,0,16.926053524447454,6.03536972129289,9.529067218966018,7.397376138827735,1,0,1,0,0,0,178,107,292.755551533373,99.77949035389811,58.29953942821098,123.84799875688893,9.992075709524848,9.152239465746817,0,0,1.339268973278367,1,1,0,0,0,0,XXXConfid +6534,65,0,0,2,38.74098911617222,0,12.54634372082479,3.9234493600231612,1.8444493772792336,6.056168039355713,0,0,1,0,0,0,159,113,189.83901679632993,87.19579801749344,61.1283699972746,228.99812610347524,15.837544999699574,8.650588709399395,0,0,5.489622599780458,0,0,0,0,0,0,XXXConfid +6535,90,0,2,1,34.57528160839121,0,12.474371776504592,7.894907518175388,7.690754601513243,6.7138453781253205,0,0,1,0,0,0,159,75,199.0531091461275,193.15888897556277,45.730171845610144,325.5816640088833,9.537920537623833,2.152649513964665,0,0,1.2195529781220438,0,0,0,1,1,1,XXXConfid +6536,60,1,0,0,15.447968711735717,0,12.792222710649611,0.29196129617370614,0.1610695640948756,6.097624699463262,0,0,0,0,0,0,104,108,254.56597875944925,58.65131507962191,41.157262685205254,382.8035404627153,13.953780197873648,1.2783933448615548,0,0,0.5267916189614896,1,1,0,0,0,1,XXXConfid +6537,75,1,1,0,30.054019769215472,1,6.1518216102426715,9.49701599838973,2.518776368749671,4.358842374873991,1,0,0,0,0,0,91,79,279.274835610862,70.96570290892726,39.36343960578749,257.09465961097743,0.8848349133074129,4.28323356017235,0,0,8.040083510797416,0,0,0,0,1,0,XXXConfid +6538,65,0,0,2,17.908518839357683,0,13.415429549461852,9.724728590029954,1.4432461346464542,7.715178710925558,0,0,0,0,0,0,171,99,210.30489131088643,109.04014503485823,41.970152099460414,358.1535772753817,18.66265011078238,7.257967646300932,0,0,0.65217365766297,0,0,0,0,0,0,XXXConfid +6539,76,0,1,2,22.94506766492008,0,0.9933520451658406,6.674560328193283,2.8028229705972887,4.757196638122683,1,0,1,0,0,0,158,69,250.68087835447503,168.68248063143568,34.03955922520424,306.6161404453517,14.937173742569637,2.544889228969592,0,1,3.489979586336065,1,0,0,0,1,1,XXXConfid +6540,77,0,0,1,34.87218354925482,0,12.410392904255666,0.11629748207985457,6.764506020989982,5.803818760291314,1,0,0,0,0,0,129,74,245.3830757306394,74.05647298170187,99.74207701778704,289.87443865128705,24.85509522163796,2.7910862162019336,0,0,2.563293206992052,1,0,0,0,1,0,XXXConfid +6541,63,1,0,3,37.07794365859406,1,16.909750667886655,5.699390943809272,7.164247412161105,5.792930044480396,1,0,0,0,0,0,138,119,255.553512764201,70.49404969721286,86.4454067023966,346.9765948534264,25.940092779639624,0.28308584478351384,0,0,5.0783296898430095,0,0,0,1,0,0,XXXConfid +6542,80,1,1,2,34.40000114549222,0,12.23935228913402,8.767182927941464,2.6435585397890407,4.809093280252639,0,0,0,0,0,0,133,96,295.689780879881,133.68427117409814,26.653008647683734,327.97168071453234,4.97925149692538,3.953663727895181,0,0,8.999801280886562,0,0,0,0,0,0,XXXConfid +6543,84,1,2,0,35.3213597177633,0,14.1646325765578,1.8923192075733242,5.650549837299263,9.181704683086348,0,0,0,1,0,0,97,83,240.2705307895591,87.30574692914487,25.645377567024312,269.18112778516956,13.703827170165965,0.2781237344477827,0,1,2.839200974778132,1,0,0,0,0,1,XXXConfid +6544,66,0,3,1,18.0607965252802,0,16.273489006563416,1.6832916451577973,2.451236624031937,8.015367670574035,0,0,0,0,0,0,120,80,287.22481487039977,133.02786069981602,47.11531267474744,391.31249742725385,21.55225232570747,1.8178498111235897,0,0,7.586159170689703,0,1,0,0,0,0,XXXConfid +6545,76,1,1,2,36.16910304379418,1,11.030414131567063,9.534552669060387,7.254090017138154,4.3648954613874125,0,1,0,0,0,0,171,78,168.21605628662522,70.85024287200427,80.46913083616427,385.9232065946475,4.4734953621330495,5.3995146489848285,1,0,4.725687527189825,0,0,0,0,1,1,XXXConfid +6546,76,1,0,1,37.35754158740677,0,7.083164295281643,1.181638297768075,0.41004396386923325,4.373065212184187,0,0,0,0,1,1,113,78,224.3599537283902,179.53167999618134,26.25605003479068,88.37599138058557,20.88033239053348,8.596735222100259,0,1,9.587958285808824,0,0,0,0,0,0,XXXConfid +6547,84,1,0,0,26.385642771841972,0,8.583413632755743,9.444808093387385,6.6639907701113135,8.287346086371723,0,0,0,0,0,0,177,86,257.91588526208824,124.5532041651637,34.50980499968695,192.77326446283274,26.33587734543446,4.094356499531121,1,0,3.6792194479870433,0,0,1,0,0,0,XXXConfid +6548,74,1,0,0,16.802122503301483,1,4.595367966405459,4.713740624357707,3.673000514094713,5.819236661553592,0,0,0,0,0,0,140,71,193.76647450548649,160.16667653481437,31.93059918732822,111.15297820858507,10.289360115499779,5.258023328922117,0,0,7.647121371087931,0,0,0,0,1,0,XXXConfid +6549,78,0,0,2,32.90304449683447,0,16.456068337704803,4.658689651902614,8.26653003306424,7.470354523628536,0,0,0,0,0,0,154,95,167.3728450393378,106.73318253199321,26.39175973254809,355.7669459305624,18.20122860311406,4.018724511495516,1,0,1.6374785943216519,0,0,0,0,0,1,XXXConfid +6550,67,1,0,3,20.42938798246997,0,8.546792070572323,5.724150455562322,0.38141209031141154,5.6911697803677965,1,0,0,1,0,1,98,69,231.73323638336598,100.58622574044475,33.36282649326772,226.13600237603836,19.751183070403265,5.408618117870924,0,0,0.8012272102037055,0,0,0,0,0,0,XXXConfid +6551,72,1,0,0,36.092267347271154,0,19.31453966941006,5.41998220492553,5.456477101771807,4.980747046432754,1,0,0,0,0,0,119,75,158.6484279376405,93.21737221960316,64.77992590548492,102.59881269163085,11.479919260509305,2.551929910548949,0,0,7.729007637321801,0,0,0,0,0,0,XXXConfid +6552,61,0,0,3,39.08868110512138,0,1.8681423150058873,0.25978692656648983,8.557270096208008,8.962066740932652,0,0,0,0,0,0,177,72,235.2289422255325,166.1076300313864,61.17628952553118,315.91644603382065,13.742969869574244,2.1311274535130273,1,0,1.3996389671681897,0,0,0,0,0,1,XXXConfid +6553,67,1,0,0,34.274315710370345,0,17.033770069013386,8.558213771010262,3.489303740585071,7.750786906079941,0,0,0,0,0,0,91,104,240.23375782612803,189.8753271112698,91.36847518656793,310.45958248407794,21.084671029886966,1.458928550156251,0,0,9.41609861332776,0,0,0,0,1,0,XXXConfid +6554,76,0,0,1,20.133164419999368,0,5.2210442433818605,4.374850708856798,6.175776023553162,9.90906408316065,0,0,0,0,0,0,117,90,295.35553933614176,104.38782159870169,39.246954118266835,89.41077850927475,19.604908963220122,9.975833336650803,0,0,2.3931878939874887,0,0,1,0,1,0,XXXConfid +6555,77,1,0,0,35.57798686165586,1,18.94015038956298,6.311665461523868,7.155175172051496,9.484199748476966,0,0,0,0,0,0,117,96,212.67695630447898,107.74094878834651,74.05444129889466,376.41918299314585,14.431449144643857,0.9195982190923491,0,0,6.968577331631439,0,0,0,0,0,0,XXXConfid +6556,68,1,0,1,26.630225539755116,0,1.7604980760964306,8.733518268364245,4.658708596037232,4.683134717128406,0,1,0,1,0,1,97,103,172.5005228101378,167.85220756610198,93.93785534321984,127.33965854928819,5.133359970080234,7.809791006919484,0,1,3.6650914613097765,0,0,0,1,0,1,XXXConfid +6557,73,0,1,1,21.98617625499957,1,15.448391106268533,2.861012074653729,8.66928901642735,7.770777795117929,0,0,0,0,0,0,141,114,217.37061622385855,108.91285446439952,60.1910073292636,181.40306492485854,19.80611604291952,9.446938984081415,0,0,0.3623149262545844,0,0,0,0,0,0,XXXConfid +6558,89,0,3,1,39.76207968540181,0,1.6972641529919064,4.86259346385541,8.883870759677494,6.341880589448442,1,0,0,0,0,0,151,78,163.19447703643687,103.29314476854734,21.517869067528473,363.01586525987705,15.650798398210336,9.708260014031563,0,0,7.471435751163051,1,0,1,0,0,0,XXXConfid +6559,64,0,1,3,24.008036888530093,0,4.838942052141397,2.041317674999481,9.240247578987272,7.964212717197957,0,0,0,1,0,0,130,86,264.89569716559885,58.98403910347646,45.491930438860834,273.39855862975037,6.815952302509415,9.996467072555017,0,1,7.818734946632833,0,0,0,0,0,0,XXXConfid +6560,88,1,0,2,18.653183725953568,1,6.566131169788028,5.2300379541972095,2.5343263190826937,6.618425438399344,1,1,0,0,0,0,117,118,264.3934137195503,152.43901899206253,45.040702792265996,135.84793613484828,19.596154244653498,4.499653449810127,0,1,8.367396303962044,0,0,0,0,1,1,XXXConfid +6561,76,0,0,2,33.465663951210566,0,1.6044109637474357,9.296835439989323,7.201011749690785,5.967754308123034,0,0,1,0,0,0,163,76,166.3781123685959,190.22301656603062,62.38342056753376,255.54739903675923,17.744380168574157,2.427671802648396,0,0,6.313713363387029,1,0,0,0,1,0,XXXConfid +6562,71,1,0,0,39.602027800520716,1,16.770451607258362,6.020111520740915,3.099419971769696,5.578889507522021,1,1,0,0,0,0,141,67,175.27781748575455,91.78746468503778,87.16557132827538,167.3733010707419,3.628929411734058,4.227493750052076,0,0,0.46861695689918714,0,0,0,0,0,1,XXXConfid +6563,84,0,0,1,33.96921224569632,1,18.52935722306222,9.377951788433206,1.8345468708912072,7.182424510015182,0,0,0,1,0,1,107,99,214.52006664992598,196.06973319330805,76.41685043277519,349.1234950824409,25.659643053244405,1.288239427611294,0,0,1.8056293755416675,0,0,0,0,0,0,XXXConfid +6564,85,0,0,2,35.08953149309997,0,15.446049185978442,7.133286275129419,9.586623348320161,5.573677979908201,0,0,0,0,0,0,119,114,181.0961331450571,194.35492585770055,66.96796088611198,102.77948643020123,14.056513503845778,5.608127551323499,1,1,7.211256764556694,0,0,0,0,0,1,XXXConfid +6565,65,0,1,3,23.272142080014284,0,14.28246222502815,6.023296071866577,7.739810950073455,9.405874776153162,0,0,0,0,0,0,119,105,171.13731600225827,85.2135989314914,69.76669713337057,206.34471825958883,7.579620568303786,3.96598760486362,0,0,4.704678451070743,0,0,0,1,0,0,XXXConfid +6566,83,0,0,2,24.286514093118292,0,7.961933707455227,1.4914707210581712,4.618067785698815,5.326705028647225,0,0,0,0,0,0,115,110,160.89183210849083,61.32431938868869,29.42002773193493,370.9760939307049,1.0483236800391427,7.995419619548105,1,0,2.7629537406841753,0,0,0,0,0,1,XXXConfid +6567,80,1,0,1,25.328964686321548,0,9.27169913284006,6.309278178571337,5.096252472555097,9.587868518582843,0,0,1,0,0,0,178,63,245.42986415059354,59.96906307793658,65.0344866158786,282.91140109578976,22.220986339274067,5.790105633237328,1,0,5.581717453184554,0,0,1,0,0,0,XXXConfid +6568,81,1,2,3,25.04228224874148,0,7.292599045592185,2.272874751189934,1.7326854696901317,9.328921656443125,1,0,0,1,0,0,137,90,280.95396062511685,139.75207565979787,31.64620475893986,186.18067873481698,1.569837788149565,9.991356785991194,0,0,8.501593120099693,0,0,0,0,0,0,XXXConfid +6569,85,0,0,1,31.19165646967254,0,4.371807330842776,3.241623949084512,2.6825138403901763,4.80493346331308,0,0,0,0,0,1,132,71,167.14926569000932,95.86030506253712,95.51362863186907,188.20459184514058,7.011066025885899,7.811445695125423,0,0,8.084955016007195,0,0,0,0,0,0,XXXConfid +6570,76,0,0,0,32.350446401231935,1,18.658700846592822,0.4521728972313077,4.184009260420787,4.42187220568565,0,0,1,0,0,0,162,94,187.5686002233265,146.7469586311414,63.610201674777784,114.39482368887315,11.867584054553928,1.356746520394062,1,0,2.5870874051491333,0,1,0,0,0,1,XXXConfid +6571,82,0,1,1,35.44027481748713,1,17.893376619885032,1.7115934485078788,8.513504019925822,4.519884602724934,0,0,0,0,0,0,170,77,198.22645954717433,122.43789213662075,49.01724187702377,75.18079237071585,11.506951263254866,2.5990072434544897,0,0,9.745664197274143,1,0,0,0,0,0,XXXConfid +6572,89,0,0,0,39.72973664966399,0,4.978580114778612,0.09917990477434246,9.482163327003475,4.4349054467731985,0,0,1,1,0,0,99,107,187.78374300795468,108.68933052935938,80.74571180814795,390.139291382637,8.32917327505892,9.744464090078512,1,0,2.4240995752376127,0,0,0,1,1,1,XXXConfid +6573,76,0,1,2,30.998033643402366,1,4.848164935592663,0.37778463980722043,3.367394239455842,7.8729854066655065,0,0,1,1,0,0,176,116,290.19580987422444,106.74068162289953,96.23008356566365,361.63844320163884,14.200630848821227,3.170979919083389,0,0,7.388050134616232,0,0,0,0,1,0,XXXConfid +6574,88,0,1,1,25.260762551908442,1,8.757618686490325,1.644693625252942,6.691215862754465,9.931823939868474,0,1,0,0,0,0,106,70,165.6149014479203,86.02813689106966,21.440995576282962,388.98712949246294,10.351099256803785,0.01518726845041729,0,0,6.7998328022301004,0,0,0,0,0,0,XXXConfid +6575,61,1,0,1,19.392277164243453,0,9.775572063253898,9.42754483120977,2.012372475084012,6.6277023555949865,0,0,1,0,0,0,148,103,275.14312482951084,169.60053614526322,56.43819054997163,91.31581147692049,23.873388871120756,0.4346131344707782,0,0,9.746627331619601,0,0,0,0,0,0,XXXConfid +6576,64,1,0,3,34.88340572186421,0,3.142483082819021,1.9427062521089111,3.615911276726246,7.502559305518459,1,0,0,0,0,0,172,105,222.50869606598945,107.65785748734282,91.98418875396435,345.7267025943483,24.429567285036434,5.677003341496358,0,1,7.0572580261782445,0,1,1,0,0,0,XXXConfid +6577,88,0,3,0,32.29041448837382,1,4.804531169072845,0.39216204597610327,5.896139426713781,9.932262309335943,0,0,0,0,0,0,158,118,268.04066467842847,174.78688430151442,36.73470784791821,225.11018878843336,26.60400570912306,5.529987448341717,0,0,3.4958724493522197,0,1,0,0,1,0,XXXConfid +6578,86,1,2,0,15.471814924311984,1,9.381914968093074,4.487207943223469,2.481597838859643,6.586293969508889,0,0,0,0,0,0,97,105,282.12874843018653,81.50795896254647,74.97181603229188,104.17447224210943,12.548914383624894,6.376220852335033,1,0,8.735430769617547,0,0,1,0,0,0,XXXConfid +6579,76,1,1,1,15.200084596592633,0,6.071232401192141,0.7155383903414925,6.491477547569422,5.685390333447217,1,1,0,0,0,1,94,72,200.21009416465014,171.95544600253416,58.24005804077988,149.46907365516904,26.092473381996584,2.0619466097302954,1,0,3.5280581441128653,0,0,1,0,0,0,XXXConfid +6580,80,1,2,2,35.55748633691526,0,7.117785719827083,7.787740597493167,0.6806915391294244,8.762902805481627,0,0,1,1,0,0,142,76,246.97435200856745,85.34201895584616,41.35415206880577,70.39820912661264,4.695406699190321,6.0237622637530475,0,0,8.887653768713234,0,1,0,1,1,0,XXXConfid +6581,64,0,1,0,21.82953268295541,1,17.116814268441825,6.657484516479481,8.80426745635559,4.124499272194384,0,1,0,0,0,0,102,82,159.70467146378766,195.88327830260036,35.67104765987728,150.82970417942968,26.432245082749965,7.435485678877651,0,0,6.499137558731749,1,0,0,0,0,0,XXXConfid +6582,74,1,1,2,16.675238766604444,0,1.9296951127728668,0.6291035208324225,2.704589889880955,7.832514108100851,0,1,0,0,0,0,171,75,155.3479035978436,159.90412151835523,39.02743889563552,269.1154468473336,21.28721835872294,5.782337388500805,0,1,0.2425967376784266,0,1,0,1,0,1,XXXConfid +6583,71,0,0,3,22.78917773914175,0,15.252407912727362,0.2637769273290902,9.944673598946576,6.419950767939003,1,0,0,0,0,0,113,109,157.5364497870768,70.11808371365599,69.38765351681825,387.28823569239194,8.701729340675815,2.967327419688004,0,0,1.3860535198894763,0,0,1,1,1,1,XXXConfid +6584,82,1,1,0,37.36213079021419,1,1.1513742912279579,1.665555334846297,3.4617323454202475,9.06829005373833,0,0,0,0,1,0,159,60,204.40171567765663,181.88388578720833,26.737899538593595,120.42817345309362,20.4693227412343,3.9375556323500014,0,0,7.439680561362244,1,0,0,1,0,0,XXXConfid +6585,63,1,0,1,15.957784413887117,0,13.688091443137944,0.4768530684811634,8.967459706002298,6.537934134120145,0,0,0,1,0,0,111,102,152.55503148111896,141.1571136390958,74.3298819302341,297.23922309152215,13.109461706852017,2.1779555174250786,1,0,3.057447404319562,0,0,0,0,0,1,XXXConfid +6586,88,0,3,2,37.592254895208434,1,15.22819766314968,3.4920067134649866,4.254088635678856,7.551695671285229,0,0,1,0,0,0,90,80,262.96153848843625,170.68307047119322,25.679831797880304,164.15691853785808,2.1554679844307034,1.032608714297183,1,0,1.6284116110949376,0,0,0,1,0,1,XXXConfid +6587,74,1,0,3,17.6580614939379,1,9.606348514086303,8.62554388089964,2.6174777808236236,4.137355409527417,0,0,0,0,0,0,130,69,249.15939999924834,182.91664173974613,59.34303861678649,268.11757309926975,28.527012545988615,5.036610532081967,0,0,7.101034918467196,1,0,0,0,0,0,XXXConfid +6588,87,1,0,2,32.95689505062494,0,0.26537538650741377,9.635507546695214,8.230297263921576,9.677300964142939,0,0,0,0,0,0,120,61,206.07227647846935,75.71990134279048,35.56107765333037,74.70670718760061,16.65085563387392,1.908582764119111,0,0,8.762244406537565,0,0,0,0,0,0,XXXConfid +6589,76,0,0,2,29.37124908240796,0,5.725501783112654,7.496865747128437,7.522160391990212,8.742194673628205,0,0,0,1,0,0,157,94,231.29541727637394,128.22180442973416,55.47613259497726,137.33114230086676,23.829695946156242,9.375060172779524,1,0,9.526871314066717,0,0,0,1,0,0,XXXConfid +6590,85,1,0,0,16.728190496756213,0,4.067087539681664,9.060157503093233,8.464867658718404,5.691627039465168,1,0,0,0,0,0,100,92,252.03064732576064,119.4451686359114,48.25468430751194,302.4632143570118,19.56010684087452,9.939692044651272,0,0,7.695137861256721,0,1,0,1,1,0,XXXConfid +6591,68,1,3,1,34.36810875682623,1,7.3633241580570115,8.775824530498822,2.7452300940212604,4.214155122611422,0,0,0,0,0,0,114,63,159.84328371270405,139.08411959269105,67.26041718369495,59.688826218857464,29.471296336844798,0.13892426982251793,0,0,2.506594963001593,0,0,0,0,0,0,XXXConfid +6592,80,0,0,0,28.16198430714664,0,13.82472867934813,3.520581662214457,7.1557489442706945,7.3175175808210415,0,0,0,0,0,0,172,74,238.0975088405456,63.860022767462105,78.94069579903402,316.353580248477,29.47369961637087,1.3955675806200996,0,0,1.7871812043718804,0,0,0,0,0,0,XXXConfid +6593,74,1,0,2,30.81138373731668,1,4.09386976916249,2.724935536749854,8.28294637944585,6.805264610187975,1,0,1,0,0,0,141,91,271.37435555231036,192.33553214439908,36.230653323743525,83.8893258388743,27.06670541199243,6.108961030534079,0,0,7.620315151913191,0,0,0,0,0,0,XXXConfid +6594,69,1,3,2,33.72400754111382,0,14.182463078267638,0.8655052013517572,8.346273489122586,4.184962650117221,0,0,0,1,0,0,98,95,264.16150989297694,135.4417066535872,51.25095748813517,167.30996384474406,21.33219987529774,1.7809084332282443,0,0,8.2324730580394,0,0,0,0,1,0,XXXConfid +6595,83,1,2,1,24.499975432633494,0,10.330380894970368,0.7584253023089882,7.065598471393976,5.3686086514934654,0,0,0,1,0,0,146,65,238.1475775107641,110.15555323727091,35.97209743747281,95.11484673931088,12.84062074312112,6.281238948859356,1,0,8.709725390092073,0,0,0,0,0,0,XXXConfid +6596,61,1,0,2,33.2426339646221,0,9.413553580606633,1.338332527775109,3.267058058008608,7.265013301408775,1,0,0,0,0,1,119,113,223.97757380772237,153.5858668885315,45.451599433979624,276.9261781003083,7.9719428126583995,6.670940445473388,0,0,7.7646512927065,0,0,0,0,0,0,XXXConfid +6597,73,1,0,1,17.200736168292146,0,8.04082261942083,6.746166506291694,0.20794467016256202,6.162877041736447,1,0,1,0,1,1,141,61,209.56263816374687,75.64776369984591,64.6139911851168,395.60771084176685,24.334071662201797,4.450790452752922,0,0,9.99974712180168,0,0,0,0,0,0,XXXConfid +6598,87,1,0,0,34.82091781602621,0,6.518478574403808,2.1600578159307227,3.3831543734278604,6.761062616866674,0,1,0,0,0,0,169,118,273.35148297695787,78.85830325890278,61.25512452645047,251.19321086000107,0.15815275544096896,8.703893852087527,1,0,3.4735844878231203,1,0,1,0,0,1,XXXConfid +6599,83,1,2,1,32.153989791301996,0,8.697229006160185,1.5104103118919798,0.09063601818001144,4.857394004280175,1,0,0,1,0,0,165,112,290.1624441296361,179.17481505140216,63.91854757040599,398.6655700284486,16.893635402683856,9.520251671128971,1,0,5.640297392770831,0,0,0,0,1,0,XXXConfid +6600,61,0,0,2,15.283168854244739,0,2.196795462955239,3.170947416660109,0.724948958356344,4.34670820957185,0,0,0,0,0,0,174,90,215.77677835396608,71.38514801559882,24.063939884171983,171.48237431030492,1.1962107199607452,9.736511317491995,0,0,7.537656303729516,0,0,0,1,0,0,XXXConfid +6601,83,1,1,0,25.730769723106018,0,15.194960724628029,1.0194013690540638,7.6704016481284025,6.623770510946294,0,0,0,1,0,1,97,83,170.3177994860999,83.73574173661841,97.71172073836327,163.50027817769606,7.830374641836241,2.403691271309439,0,0,7.125541101642959,0,0,0,0,0,0,XXXConfid +6602,84,1,0,1,35.375234734322405,0,18.255530527183915,4.2546722986011565,3.068066212135302,5.36738185517951,1,1,0,0,0,0,151,115,234.2767194316415,125.578246912275,41.857440231547976,209.65806919523828,29.003016133868186,8.121223883375102,0,0,1.5023300167330889,1,0,0,0,1,0,XXXConfid +6603,76,0,0,1,30.65688718952333,0,9.292733915379152,6.660147849910096,1.0889914410481094,4.254873139467936,0,0,0,0,0,0,142,111,294.33809778825423,83.13290967509388,54.91923001406497,331.8600294600868,3.0710935957820027,5.778290047727684,0,0,0.8120138296280333,0,0,0,0,0,0,XXXConfid +6604,79,0,2,1,37.97713928455626,0,18.22322439973798,6.806547500030574,4.348422626748123,8.951449604289966,0,0,0,1,0,0,95,86,251.2022344682914,176.89105045901547,96.20885519652164,173.22463024604292,12.08975738089173,7.273191681022272,1,0,1.758704063444756,1,0,1,0,0,1,XXXConfid +6605,84,1,1,2,32.43590981790261,1,10.183925493050271,7.276945915942656,4.019206848924954,9.918766124189144,0,0,0,0,0,0,141,70,197.2452161960317,105.94429273863697,58.97113294412573,258.5503041834377,24.023436402643135,9.350067545378272,0,0,0.9392780285596036,0,1,0,1,0,0,XXXConfid +6606,70,0,3,2,15.70883466199669,1,10.260579489595997,2.5058187668857625,7.13884952328963,5.425820211967324,1,0,0,0,0,0,104,90,265.8795966050698,155.99642599371646,21.652384091051502,126.04551634666409,24.17656019500459,9.704128438987087,0,0,0.2881031547305357,1,0,1,0,0,0,XXXConfid +6607,65,0,0,1,35.6341485549689,0,13.2319627119798,5.6465093370048525,2.415079836003776,5.919874133234967,0,0,0,0,0,0,170,71,167.37930107306525,177.82928726755597,94.27576053195472,311.97127357174094,22.70302025793628,0.17178637110021655,0,1,3.836315035900393,0,0,0,0,1,1,XXXConfid +6608,85,0,0,3,31.8686029340579,0,19.11478007833491,0.019956905848157458,2.990987159026679,6.006376705906585,0,0,0,0,0,0,176,103,211.63990807352627,94.3567521043345,44.108786087335645,308.6123555258223,8.706039365861468,2.5482440026393993,0,0,0.097465237451686,0,0,0,0,1,1,XXXConfid +6609,70,0,0,1,37.27529841950167,0,14.064992012113658,3.7470150300412906,8.82297452189722,5.479615094212737,0,0,0,0,0,0,135,93,246.31041148527117,108.33396333257684,42.15983050219438,310.8065501545529,28.514357104806713,9.349333563870765,0,0,3.96631319216614,1,0,0,0,0,0,XXXConfid +6610,77,1,0,2,16.79400540167207,1,5.245465014080466,6.512123849505986,4.289167098077932,4.109265448771809,0,0,0,0,0,0,115,96,216.40732495008433,118.24997043459335,36.36385744999642,333.63380194559096,1.5594408768240065,7.96451017402064,0,1,0.6600212637813463,0,0,0,0,1,1,XXXConfid +6611,79,1,2,0,37.21119654029643,0,19.345257203341944,6.816821097751806,8.904589337781484,4.073751726652478,0,0,0,1,0,0,175,119,183.82187475401372,79.15273390625605,45.511385306948526,355.51421777871866,11.050443105773942,8.15718405687851,1,0,3.9424398818158437,0,0,0,0,0,1,XXXConfid +6612,71,1,0,1,27.625175442704876,0,12.039578158061444,8.729187188800475,2.189873516948854,5.520776402076068,0,0,0,0,0,0,127,72,261.73125048564464,113.78193197125609,74.83603193328344,117.43057430178706,1.5665942020560764,3.1248627501578463,0,1,7.959649534848615,0,0,1,0,1,1,XXXConfid +6613,61,1,0,0,15.583679852152375,0,5.555575993618131,8.708821856345606,2.80999565933721,8.338495741098257,0,0,0,0,0,0,126,70,266.62678550694477,54.75385928531345,40.077458325147965,327.91158865763344,5.798711001636651,8.81540006929053,0,0,0.8080424598154823,1,0,0,1,1,0,XXXConfid +6614,66,1,0,2,25.3808906335992,0,19.45175322211106,1.4135574838139953,5.267741684593069,7.581511758580197,0,0,0,0,0,0,106,71,151.1438040510688,104.34152277548185,52.94039850599084,168.13011031294536,20.170809586840175,3.6557334194030577,0,0,8.833956940599727,0,0,1,1,1,0,XXXConfid +6615,69,0,1,1,31.35745895184347,1,10.426743115401806,3.6736328074423117,3.889658772618503,6.011094757971991,0,1,1,0,0,0,158,76,228.60483683709992,104.91782192861571,48.88473818281916,58.567256143059154,17.62049199391828,2.2132395801312796,0,0,8.017733352183917,0,0,1,0,0,0,XXXConfid +6616,87,1,1,2,30.521177657880877,0,17.703945000457907,3.755575133227361,3.5532723259053767,9.398562166762545,0,0,0,1,0,0,92,93,251.6398117551371,170.45984651255893,43.7541626247035,272.37291906506334,17.611418083104724,9.722356368253752,0,0,6.638658884668804,1,0,1,0,0,0,XXXConfid +6617,80,0,0,0,30.68070513620397,0,13.278229393976726,4.251052665193411,5.654800681613899,9.12761670525715,1,0,0,1,0,0,153,110,299.65992599143283,91.48844782314436,42.58163835838751,208.98784023004447,4.770630663853607,0.19743103138174067,0,0,4.469644360904064,0,1,0,0,0,1,XXXConfid +6618,89,0,0,2,29.642299147273583,1,3.089483917277882,7.0135101155769135,0.37131716291195827,4.262445150160665,1,0,0,0,0,0,156,69,180.658412741476,104.39977525110353,45.15320614811647,235.01843864984258,16.335329058491336,1.5246204459023949,0,1,5.911841426511957,0,0,0,0,0,1,XXXConfid +6619,75,0,0,1,18.389368514411853,0,17.19231197141339,7.335371240196329,3.404568648756837,6.383782176177565,0,0,0,0,0,0,137,84,167.66736188308613,108.00431941124036,64.05838096065841,369.6707096285649,10.723492012474384,7.7459402229815435,0,1,5.227654120676588,0,0,1,0,1,0,XXXConfid +6620,74,0,0,1,25.77879922626233,0,10.288263496681719,2.168141581310268,3.964740002761258,4.715351246581838,0,0,0,0,0,0,115,81,228.17991641455814,52.77957232732414,70.10018009939793,381.0091654381834,16.01986508736844,0.05366870618506048,1,0,9.747884001255267,1,1,0,0,1,1,XXXConfid +6621,87,0,0,1,23.618236559907064,0,10.364981189686631,3.699745032305505,2.014930154292376,4.728651420890183,0,0,1,1,1,0,130,113,207.14097838640794,186.92603437597597,81.97087051133963,281.0643994730501,18.8646748648982,9.4515913132921,0,0,0.6993251949775925,0,1,0,0,0,0,XXXConfid +6622,83,0,0,2,24.380962909036402,0,19.09316531757245,6.7530436211906615,2.2738811146439897,9.13278100563597,1,0,0,1,0,1,93,71,203.92726414011872,138.95168048737747,43.40772210530574,376.83613275345886,7.90904001676878,3.1401777304865988,0,0,0.8326334986898942,1,0,0,0,1,1,XXXConfid +6623,74,1,0,0,36.925186388833026,1,4.410666363624742,2.0091064009586193,5.528129786964869,8.910180452093389,0,1,0,1,0,0,165,62,214.13767597985355,197.46622980419465,48.26561311874157,145.51213566473592,29.631809243105014,2.139264062807895,0,1,0.04537441914997942,0,0,0,0,1,0,XXXConfid +6624,76,0,2,1,25.0215872502931,0,13.40188628021712,8.493581308630256,6.4295021561902015,7.812837932649106,0,0,0,0,0,0,126,102,255.0370927878074,128.3770577334074,79.22792531635076,267.1742132287726,19.469188009202487,1.6439651241851416,1,0,5.116885650275249,0,0,0,0,1,1,XXXConfid +6625,87,0,0,1,20.030148131999766,0,10.07821367272524,5.334342211566154,0.7647252829564155,7.615018725952222,0,0,0,0,0,0,110,101,152.87924671844777,105.63281379717404,83.78559285042341,161.5480254722603,22.317269776470777,4.541046350971349,1,1,5.588665052747388,0,0,0,0,0,1,XXXConfid +6626,61,1,0,0,29.888093046924308,0,7.010844867531983,1.4580349514386615,6.976409396287162,9.910523983100791,0,0,1,0,0,1,143,77,284.9741941360861,164.4404336093818,26.05899374593126,74.21216545410175,11.720580501657768,9.165245034051452,0,0,4.409870784411378,0,0,0,0,1,0,XXXConfid +6627,68,1,0,1,25.044371614258274,1,1.5868591545435273,9.184181547238005,9.097328676287923,8.278086098870709,0,0,0,0,0,0,93,71,258.0895697205807,72.77747054828522,39.37660332037444,353.64968893152513,17.955061115471135,8.726183165347392,1,0,7.452972124301903,0,0,0,0,0,0,XXXConfid +6628,77,0,1,3,28.19312157927997,1,2.2956040193773175,9.858644692708925,7.733321645514295,8.689238906372264,1,0,0,0,0,0,142,86,277.6505978036805,173.09112452512966,27.1016052796743,190.18244932735553,27.019634283029387,0.5798205548747837,0,0,6.874462593326671,1,0,0,0,0,0,XXXConfid +6629,83,0,0,0,22.9746102798997,1,7.796825172832915,0.3807525245298282,2.8896612690866696,7.112846288671772,0,0,0,0,0,1,115,98,171.13738970543045,109.27692356385288,38.08618862507203,201.62256930216913,1.8933978396813034,0.8878822466676262,0,0,6.833601083276396,0,0,0,0,1,0,XXXConfid +6630,88,0,0,0,24.109281098899153,0,14.033789548401028,2.9799940252777857,9.645792902779494,8.558909529288492,0,0,0,0,0,0,137,76,202.60111579570582,199.24960671317118,25.403898558563014,195.7755160041598,27.192063321139752,1.5480654948571893,0,1,3.923341552737676,0,1,0,0,0,0,XXXConfid +6631,81,0,1,0,36.180165095127784,0,15.259073836791977,1.7522852751863804,5.249465007696632,6.997781973604753,0,0,0,0,1,0,129,106,221.54493666197646,105.58525760879147,63.8199375525724,111.4829966710999,9.206993815879763,0.49846882951291915,0,1,9.407088786845781,0,0,0,0,0,1,XXXConfid +6632,84,0,3,1,21.976199169585797,1,10.800893118593622,5.538740303945647,5.291232884191945,8.403617132553508,1,0,1,0,0,0,147,116,291.4492037655287,74.20597092877418,29.761744705517962,368.0219423029203,20.814903823404833,6.9361771584074186,1,0,1.9777789818574476,0,0,0,1,0,1,XXXConfid +6633,62,0,1,2,36.16664626817936,0,14.153476737780288,6.429221733831849,5.070869653697368,5.052315056762332,1,1,1,0,0,0,113,104,251.42192159261714,77.1428788782511,63.05741336755368,314.83904618292155,2.758596428925797,5.928136888617333,0,1,3.1019741173094184,1,0,0,0,0,1,XXXConfid +6634,75,1,3,0,15.373360084066753,0,16.816156401912558,5.399615112325272,0.6737895293310692,6.29159863301923,1,1,0,0,0,1,117,62,208.47517987035968,157.71241109391548,32.38071866718623,316.558798512326,24.026705363105798,9.064497763352644,0,0,3.0093874222956907,0,0,0,0,0,0,XXXConfid +6635,74,1,0,1,23.039121182202436,0,15.548202575962605,5.1127052771897095,7.33649037640784,5.038564274910218,0,0,0,0,0,0,126,71,269.8660573950282,77.73681616002295,58.70669613480384,92.36021457804233,15.244788261117861,3.5252997211916473,1,0,4.473053863005124,0,0,0,0,1,1,XXXConfid +6636,88,1,1,0,18.411131383908142,0,19.98929335906197,7.62818972791532,5.69480192582631,9.576360823999126,0,0,0,0,0,0,156,87,224.80312536313085,50.23070655980742,93.97722372244343,329.73918282849195,13.397474293019942,2.4186381995270168,0,0,7.650393839454762,0,0,0,0,0,0,XXXConfid +6637,73,1,3,0,22.020569325531365,0,16.314862946562002,4.141378645968466,9.420014548822524,9.460874019587513,0,0,0,1,0,0,97,96,174.21302640940831,147.6657344163972,57.71185493045391,283.61609289940054,11.64393820588166,7.271521646800486,0,0,1.149334175109682,0,0,1,0,0,0,XXXConfid +6638,71,1,1,0,36.5520679338084,0,19.358366296713225,4.004900056122978,0.7333245365269747,4.313827564886589,0,0,0,0,0,0,96,112,206.79763730647704,74.32189192938424,52.96685284114783,240.58533844364982,7.551746748169408,1.6810414285965802,0,0,1.9887826931185915,0,0,0,1,1,1,XXXConfid +6639,77,0,3,0,37.424734300219185,0,17.386256009547772,4.358274980474625,8.818825292301916,8.275861802064902,0,0,0,0,0,0,141,109,290.38245584184676,165.75785020080505,48.36723948248961,94.81061031065582,19.683185564885544,8.77387719935981,0,0,6.3339021149746,0,0,0,0,0,0,XXXConfid +6640,72,0,1,3,26.12076947854807,0,11.324097174770642,0.1352996202749368,9.431955528779293,4.152637157681318,0,0,0,0,0,0,93,114,152.53894362388525,163.8074738281037,98.7731986232214,319.16137557413293,29.991380560529063,8.600724066525927,1,0,4.806319733862802,0,0,0,0,0,0,XXXConfid +6641,75,1,2,1,31.688578994242867,0,2.302951692262931,4.618762135997196,1.064281949909175,9.382030389796238,0,0,0,0,0,1,173,108,214.79625328688104,83.01743524212932,36.590274730673976,352.7389036503962,13.737564976410365,9.118927138856938,0,0,5.026306086980924,0,0,0,0,0,0,XXXConfid +6642,65,0,0,1,23.24014483277133,0,18.6713861016543,7.975633062215653,9.84450814487695,9.79545855951405,0,1,0,0,0,1,104,64,293.70375698338603,63.33945182210139,39.482094235923675,130.93200201337697,0.3497892746893272,9.047143155590945,1,0,5.825461995988971,1,0,0,0,0,0,XXXConfid +6643,72,1,0,1,20.010394506519553,0,17.391707042665907,2.3865985501676334,1.3573496417707043,5.585371355653408,1,1,0,0,0,0,168,61,280.60573478663514,102.68583331903315,98.51057957961397,127.22585877797948,15.432607468586543,2.873073879933159,0,0,9.528757419595337,0,0,0,1,0,0,XXXConfid +6644,68,0,0,2,38.86802206177963,1,16.964745656605945,8.889825594756042,7.798113378084576,8.965094674385574,1,0,0,0,0,0,110,110,282.9796105390537,150.24381226989868,31.915245178386478,397.6694408959339,20.733813190777322,8.571643223682932,0,0,0.2446077139336411,0,0,0,0,1,0,XXXConfid +6645,77,1,0,2,31.533628273927732,0,12.049557642016996,0.546067206112324,9.54638430393576,4.167289295730603,0,1,0,0,1,1,105,85,219.41618785442606,173.1820487264424,50.467569532530945,323.4125830513371,22.161027912974813,9.744454491534368,0,0,2.2444042510526616,0,1,0,0,0,0,XXXConfid +6646,82,1,2,1,23.13047095541582,0,19.974442568046257,7.302839963424505,2.1673216373318915,4.337329765181998,0,0,0,0,0,0,120,100,180.30917032561146,84.60101573876358,98.26751595200392,295.2718254811798,23.352168584697143,8.402530804520033,0,0,1.4898586997002838,0,0,0,0,0,0,XXXConfid +6647,61,0,0,2,22.12284538819212,0,6.703499513805249,5.108983592974001,8.95725916333984,7.979992656251692,0,0,1,0,1,0,96,113,260.6292139594975,138.19468414197053,37.27882710378485,375.2305957840284,22.45703675868063,9.160326485624818,0,0,9.251842108483661,0,0,0,1,1,0,XXXConfid +6648,85,0,0,2,22.78034379886846,1,11.039802765707725,0.6273072308189587,0.6851344003547299,6.5477174660867465,0,0,0,0,1,0,109,107,278.18780668165334,155.4463604011999,67.73387814894191,249.60195876743174,6.267438593855983,6.693426365116944,1,0,7.826002831008899,0,0,0,0,0,0,XXXConfid +6649,67,0,0,0,34.09086110865118,0,1.8785510327265031,1.561771893749131,9.773309197980927,9.02226285679166,0,1,0,1,0,0,157,73,163.53596005602563,179.7923200521323,90.19848584133511,164.82913524470518,28.93247614078637,6.94625858133588,0,0,6.309785675126237,1,0,0,0,0,0,XXXConfid +6650,61,1,0,2,30.989987793377146,1,5.139809588767377,2.2877157993290242,5.289290698416634,4.416580984544479,0,0,0,0,0,0,169,115,245.65238102038728,79.05926055716043,87.98821449276817,373.57732351850325,1.0241312839001648,3.228231646274544,1,0,4.546127022628097,0,0,0,0,0,1,XXXConfid +6651,75,0,3,2,26.403767355660086,0,2.4866377495664227,8.761610910562833,4.901585731570473,4.493131673439971,0,1,0,0,0,0,111,88,289.7152092418276,89.21117804831738,49.89204901577654,317.93155710749227,3.1853635870249764,0.9484948207478183,0,1,8.427521102230692,0,0,0,0,0,1,XXXConfid +6652,72,1,0,2,33.78419361602157,0,7.902580882931407,8.841834856827715,0.3204154430381412,5.3513036609822215,1,1,0,0,0,0,108,83,294.0182140865826,81.36241360957314,25.28611950944656,104.07198303971208,12.360505482610552,5.269807601542364,1,0,6.460503809843068,0,1,0,0,0,0,XXXConfid +6653,84,0,0,2,17.95982613323993,1,3.777783647878765,4.523844504440804,7.419910723864699,8.709108274638595,0,0,0,0,0,0,95,61,205.55912161650357,141.01142661087516,92.83138937323535,180.98237830945396,14.628081857267656,9.488012537638804,0,0,1.0304002203023976,0,0,0,0,0,0,XXXConfid +6654,79,1,2,3,20.736848181918006,0,6.826343952410494,7.733203908093329,1.0306260609468942,7.613761176009471,0,0,0,0,0,0,169,100,214.6135881518186,59.11407838700687,68.03585576857253,296.7744046926416,26.759959183173745,0.8314543488244608,0,0,1.3982097851911823,0,0,0,0,0,0,XXXConfid +6655,90,0,0,2,17.43030415852181,0,12.990271098384927,9.188524479628153,5.757974809194333,6.3424951036167,1,1,0,0,0,1,92,84,210.622244973744,126.65674710792564,57.52003637420497,204.5323229277529,1.6619896370674914,6.311239496982569,0,0,1.3853082878185063,0,1,0,0,0,0,XXXConfid +6656,89,1,0,3,28.171632981917213,1,11.487108775551786,0.791471673529196,6.584235178471412,7.683601189505442,1,0,0,0,0,0,134,60,168.6756872995797,188.32666268747428,21.588432176029144,107.48242922712126,0.3265747267972907,7.1414315383233715,0,0,1.8238978900233338,0,0,0,1,0,0,XXXConfid +6657,63,0,1,1,31.876462798535908,0,15.976036955952573,7.440545806589853,8.927558300539777,9.647424383752927,0,0,1,0,0,0,114,116,242.84353875891435,117.61093683307533,77.91793847457383,345.8016784250945,2.8568980842461587,5.438395143909096,0,1,9.671052758011353,0,0,0,0,1,0,XXXConfid +6658,88,0,0,1,39.41597531514966,0,3.507652073301941,8.139960942093857,8.42123729729146,8.63669418437709,0,1,0,0,0,0,109,74,191.9348356551247,86.83554144868987,59.44829873703299,337.4574998432461,27.0089738872592,8.51803587885994,0,0,0.7304917035503466,0,0,0,0,1,0,XXXConfid +6659,68,1,0,2,21.946486243055475,1,10.03900732421972,6.585358779073433,4.253730444297441,9.114923735785368,0,0,1,0,0,0,130,90,263.7651012515743,54.57504607820562,88.20492913813817,296.2140001496072,28.30077691078741,4.204053374901644,0,0,5.6148433682217656,0,0,1,0,0,0,XXXConfid +6660,71,1,0,1,18.804381373913678,0,19.954861090845583,0.33538399973649824,7.159439530934692,9.225077486961213,0,0,1,0,0,0,90,80,267.7658653139971,182.67141925536194,29.285804008013674,377.1812452287073,27.20470926883675,6.905609147087307,1,1,7.871422204846025,0,0,1,1,0,0,XXXConfid +6661,64,1,0,2,24.490762521558008,0,12.43918684345449,5.131833753601015,8.747782382407378,8.90836712653336,0,0,0,0,0,0,137,101,239.35530896619247,147.7261308381481,60.702982065233016,190.18572914913943,14.824949901780293,3.46341333506313,0,0,7.757272593348547,0,0,1,0,0,0,XXXConfid +6662,76,1,0,1,26.528832671360263,0,4.33170691015796,0.12520268285300062,7.854433029397453,7.4748018364877,0,0,0,0,0,0,170,102,256.60709788656834,85.95436847105421,92.2019387498807,259.75773100471395,10.521744761841777,4.659132690392468,0,1,7.207636956512713,1,1,0,0,1,1,XXXConfid +6663,88,0,0,1,26.91897734634496,0,14.354468981727752,5.5790258156530745,3.7988364672746555,5.988642440664013,1,0,0,0,0,0,101,73,208.02713237933645,71.44423667698854,23.82683788788181,118.54514795708394,27.220114684317966,6.1438341073064215,0,0,3.7644806306664513,0,0,0,1,1,0,XXXConfid +6664,64,0,0,1,24.278459857324748,0,19.526576808785915,6.451099637748676,5.476109034128606,9.41727929195763,0,0,0,0,0,0,176,100,260.6144140372641,70.47883964148349,63.446936349566656,257.13477423514826,4.408360355653068,7.444884804498477,0,0,5.917207720171916,0,0,0,0,1,0,XXXConfid +6665,88,1,2,0,15.135299763785538,1,15.730325674441438,3.0929639765609016,3.617936142563031,4.820024261056346,0,1,0,1,0,0,151,109,284.93912311287835,97.07845094527093,22.876297147773926,161.60898415432416,25.87665360610127,1.0594358845546459,0,0,5.945116476177531,0,0,1,0,0,0,XXXConfid +6666,80,0,1,1,28.4032805091829,0,11.73627552966989,2.1990392596623645,7.889884209327196,9.450911383165886,0,0,0,0,1,0,102,110,248.07061411586926,123.34259304551028,34.31132731931463,308.59664645142146,7.305481990866101,0.6306072403863738,0,0,7.154928836371336,0,0,0,0,0,0,XXXConfid +6667,81,1,3,3,29.266615310336107,0,18.380776371730644,0.9129226358962506,8.261725560256357,7.859770622747531,1,0,0,1,0,0,126,74,294.6893541100975,152.37280940020287,76.78166192730235,370.5606069596796,6.179681724722595,4.919604408568002,0,0,7.054984365517935,0,0,0,0,0,0,XXXConfid +6668,87,0,0,1,16.03129870396414,1,8.660075909172477,6.036596686746759,5.418057970681204,8.155942990671408,0,1,1,1,0,1,177,83,291.8589561531078,162.9536242708941,27.157158101525106,152.10478089446008,13.967802575900981,4.988044102280846,1,0,6.042783901552825,0,0,0,0,0,1,XXXConfid +6669,89,0,0,2,22.714725929227484,0,8.552703609632875,5.278284651911704,9.372680515602841,6.51256819782378,0,0,0,0,0,0,137,67,186.88451359753947,74.99559427797846,42.801655166513555,288.0845116733474,10.578970746143906,3.7471741795545874,0,1,9.443689975972632,0,0,0,0,0,1,XXXConfid +6670,80,0,0,1,27.827454472923105,0,5.990845795204205,2.5398223386252186,4.943752299897256,8.114029023319445,0,0,0,0,0,0,131,66,273.3730985361743,149.6456320758581,26.145911555089132,101.87705888203965,6.200376850020253,4.90109589036407,1,0,9.328842022331393,0,1,0,1,0,1,XXXConfid +6671,81,0,2,2,20.770216855230476,0,7.250049410341193,2.8311825901327783,1.4674083750446099,8.404025021609403,1,0,0,0,0,1,135,68,159.67463916729582,71.0249508179931,77.80283812579492,64.03453749061623,18.56352137106507,5.303646881301144,0,0,0.9578234826403409,1,0,1,0,1,0,XXXConfid +6672,88,0,1,1,24.855717624649053,0,11.352270222185057,7.574256452864968,5.1604312548505575,6.437041393991609,0,0,0,0,0,0,169,67,239.46368020981186,51.09757784744755,50.80331839071335,271.7385593325033,4.2748306382093,6.962917072100448,0,0,0.8305413903103798,0,0,1,1,1,0,XXXConfid +6673,80,0,3,2,21.826512826041768,0,14.859331286580556,2.6490622916695292,3.5510830781161653,9.873654284660827,0,0,0,1,0,0,153,84,164.6924088615043,97.15273151722155,41.416951336550234,258.0719195949807,7.218261794853234,4.826436070868448,1,0,1.266847183819363,1,0,0,0,0,1,XXXConfid +6674,77,0,0,0,37.506094075635986,0,9.370043150343633,5.764415316705628,7.024848714523886,5.532676007540786,0,0,1,0,0,0,123,102,215.89029233795134,181.68496847412644,44.658102878246105,147.48226650338265,24.931788439953603,6.4535435735485525,1,1,1.500159930007794,0,0,0,0,0,0,XXXConfid +6675,83,1,0,1,34.10778837234993,1,5.78722088444583,4.918256593883637,9.822395196978084,8.177995007443126,0,0,1,0,0,1,120,74,160.01416579510806,170.37825824475883,74.00333972967394,164.55774933581958,22.00786991020917,4.945047135394781,0,0,5.6138623486980075,0,0,0,0,0,0,XXXConfid +6676,60,0,1,0,33.361609919118145,0,8.731103814669064,7.284965593265222,9.455526676075573,6.981196437362386,1,0,0,0,0,1,175,106,164.0685739613219,79.832869909238,26.645844725447,190.35287885586015,1.4863318989163665,7.904302996082283,0,0,7.478417368005145,1,0,0,0,0,0,XXXConfid +6677,89,0,0,0,21.200155125680705,0,16.0593604366993,9.169833030658484,5.676018146358869,4.008388178627179,0,0,0,0,0,0,113,106,293.9365141516257,179.13102659305332,40.10140002838788,137.41310846635434,2.7070947906875578,0.32768970062469704,0,0,9.629501038656002,1,1,0,1,0,0,XXXConfid +6678,83,1,0,1,32.64943474181294,1,2.747112259828388,2.6091470677830984,1.7717052746613438,9.908633407983956,0,0,1,0,0,0,91,66,260.8828412805832,178.81385867547218,59.21338017251155,57.94019785127355,2.285480501085828,9.077420538005862,0,0,2.018297774552856,0,0,0,1,0,0,XXXConfid +6679,69,0,0,2,20.944052302778946,1,4.523530231322079,0.20530393191578455,0.5922290287828613,6.462494692936119,0,0,1,0,0,0,153,60,196.01278758566653,73.79831967752824,44.79118920104983,299.71703581577106,5.258641414118658,9.709919775577546,0,0,8.169705199116144,0,0,1,0,0,0,XXXConfid +6680,69,1,1,1,23.152079925114716,1,7.360615462220119,2.8335072798204806,9.559592675154166,8.365161969361974,0,0,0,0,0,0,105,107,180.97159299450269,134.16070869464681,82.78528145046357,389.1343571738478,1.725976647036177,4.636985939335797,0,0,3.5092668202564092,1,0,0,0,0,1,XXXConfid +6681,84,0,0,2,16.60768261022719,1,18.197064973238188,4.496116906705275,0.2936993066733673,5.689444596524364,0,0,0,0,1,0,160,61,159.8484307856378,169.58374517905327,44.4846656349562,337.65862429604465,6.24896965638913,7.235308283875726,1,1,8.013077092690944,0,0,0,0,0,1,XXXConfid +6682,70,1,0,1,34.934083623625874,0,8.893063418374902,8.754723009118935,5.056104727936644,7.080829449847063,0,0,0,0,0,0,122,67,195.85786216061874,90.65251156972482,59.24777057162582,99.31242170707736,15.148184306603632,0.46269988956691877,0,0,6.1322316981603855,0,0,0,0,0,0,XXXConfid +6683,70,0,3,1,30.44478590740213,1,14.737048790933652,2.6156897696433044,6.684098135665803,7.760052352218118,0,0,0,0,0,0,103,62,200.06731140492414,147.2872342251172,61.566691623453536,355.3622966193355,21.21992143829609,8.48756475521223,0,0,3.246510224016823,0,0,0,0,0,0,XXXConfid +6684,80,0,0,2,20.790602796071173,1,9.452566368199742,7.0776133475971275,7.724159461757935,9.825681072667944,0,0,0,0,0,0,99,104,251.06514031319028,143.257486991241,54.808169355671765,371.39760204937886,17.257541442035027,8.870350485007885,0,0,3.7645621659713138,0,0,0,1,0,0,XXXConfid +6685,89,1,0,3,20.50521301255702,1,16.840617145198514,9.925559507118352,1.0756499686708043,4.7438493132514665,0,0,0,0,0,0,90,82,168.48838119452034,149.9848470197996,90.51499570477914,390.41475084072255,7.267326166386885,5.6028922184472165,0,0,3.3296016031027307,1,0,0,0,0,0,XXXConfid +6686,89,1,3,2,33.643784356290865,1,5.2642128167607005,4.1871840617022045,0.15915971148422692,5.43668054441159,0,1,1,1,0,0,128,79,219.27627953560653,121.43721987755279,49.927363531750004,368.1360845114341,15.678995438323065,3.1419297891296782,1,0,3.2031295601271825,1,0,0,0,1,1,XXXConfid +6687,70,1,0,2,20.937194092159768,0,4.948500443356085,7.833811667304291,6.839397369601282,5.135682507292168,0,1,0,0,0,0,108,78,273.60701528137076,155.68899185197967,58.04134650012201,66.33764168201307,14.590752597416488,1.81195198667491,1,0,7.868714848498083,0,0,0,1,1,1,XXXConfid +6688,89,0,0,1,19.9532591649589,0,12.831906413296363,4.144894497809021,5.844150784895504,6.77924569570955,0,0,0,0,0,0,176,109,192.35052438511613,76.49758206157752,97.11128533478805,398.3699175607777,14.23166604645143,3.8042669407749417,1,0,6.7358996631712,1,0,0,0,0,1,XXXConfid +6689,71,1,0,0,20.92423078840939,0,18.114191586245887,5.371383972527227,8.37089094635545,7.255351234037789,0,0,0,0,1,1,130,101,261.7378849997899,183.54643922421565,29.26184768124444,381.2059121497756,1.45479462875864,8.712664581196476,0,0,6.7637603646685935,0,0,0,0,1,0,XXXConfid +6690,64,0,0,0,20.241923021238772,0,14.33039220601086,4.531173353223382,7.215891540381363,8.675551449310916,0,0,0,1,0,0,177,113,192.4911206583404,144.14613319007933,75.65337211826605,116.56237884055261,19.779671732904347,7.676657403632936,0,0,0.3062585857991551,1,0,0,0,1,0,XXXConfid +6691,89,0,0,3,15.652806615501325,0,5.665266284668955,9.302901816855263,6.903792327092097,7.156592483622697,1,0,0,0,0,0,168,109,203.52090012119754,104.38362548370722,94.82972240947461,105.93479328160005,6.443619620720552,1.3020441153590367,0,0,0.4453915711709999,1,0,0,0,0,1,XXXConfid +6692,86,1,1,2,31.809006085239773,0,1.4202965635786513,5.3877388888549245,1.5043545258310864,9.162202323178366,0,0,0,0,0,0,171,76,234.43894188078337,84.37575898322422,92.86623231898002,59.44282120888909,25.34713872563707,1.3102203358875764,0,0,8.769207842544771,0,0,0,1,1,0,XXXConfid +6693,72,0,2,1,26.73709594863219,0,0.5167247446689882,8.598759290440483,8.037581160313078,7.340570060296562,0,1,0,0,0,0,121,97,296.28901803544056,146.16540933074623,89.63707600660766,147.1402382122218,25.293365815336337,6.568534611514281,1,0,1.5771949803226804,1,0,1,1,0,0,XXXConfid +6694,74,0,0,1,17.854387486610776,0,7.338498182327076,7.009845985595003,8.369580207467276,7.127650108312231,0,1,0,0,0,0,172,114,184.83887262049228,76.47167866727376,52.53871374230143,398.4962350016093,23.086322513301283,4.468450526579351,1,0,8.35912951812352,0,1,0,0,1,1,XXXConfid +6695,85,1,0,1,18.639503705653425,0,12.147992199264833,0.9625620040674299,3.3129599685738564,8.526821571807094,0,0,1,0,0,0,179,115,182.28996545572943,136.19773116645126,87.26255653846945,85.66162145381708,11.308345482723198,6.995969397161254,0,0,2.7255098258342434,1,0,0,0,0,0,XXXConfid +6696,89,0,0,3,25.1160652506765,0,0.010504438791409942,5.556923010461908,5.721410204509958,8.772479468627417,1,0,0,0,0,0,168,78,293.2086420595512,85.32866953112702,65.43422155647812,398.2927620726721,22.293597738709757,7.351706349393242,0,0,4.387463319382022,0,1,0,0,0,0,XXXConfid +6697,66,0,3,2,23.987901655309244,0,16.381418738710188,0.3147317938019967,7.294865966045405,7.68322330553529,0,1,0,0,0,0,105,115,189.18115677294662,83.9061953489797,41.176451997691466,81.17398590425735,11.410873649847769,5.974652337537423,0,0,2.713346837450923,0,0,1,0,0,0,XXXConfid +6698,67,1,1,1,28.099988753458035,0,3.510408396096354,4.411354456901297,1.4012896438311617,7.66363518572371,0,0,0,1,0,0,130,109,166.99022420153057,107.08042521190484,40.68910164268112,92.7046967597856,9.517762185542784,9.846735376818025,1,0,3.3693107023246838,0,1,0,0,1,1,XXXConfid +6699,76,1,0,0,31.38853661935191,0,13.953106434114805,9.53842498796925,8.934141960120641,8.93022093877624,1,0,1,1,0,0,91,85,254.00980774982378,85.75074584994427,54.47418499130406,275.1096213748786,7.274722575128463,5.5035593455175835,0,0,9.540995142967608,0,0,0,0,0,0,XXXConfid +6700,75,0,0,2,19.71699232292862,1,8.817248463520556,1.5413403530399716,6.281219392176139,8.31986326851315,1,0,0,0,0,0,117,119,192.856916323056,93.4339707152431,91.17316387045219,162.29996660549023,18.14857544843404,3.670959724796826,0,0,9.183077707593615,0,0,0,0,0,0,XXXConfid +6701,74,1,0,3,21.887089220474717,1,8.276900074857567,6.324575046303812,5.653982487284315,4.379218656639562,1,0,0,1,0,0,95,64,291.9948975367927,100.12236121986341,66.3588384741436,217.5709759065747,27.41271408730698,3.2734131253928247,0,0,3.230333374761196,0,0,0,0,0,0,XXXConfid +6702,87,0,0,1,30.629048834650057,1,6.245747385931953,9.111274266513144,8.117240196876493,7.088391058438307,0,1,0,0,0,1,130,75,159.84587883558962,110.74059351742133,34.04127691567223,347.65620824781695,21.44810408286087,4.220352627670906,0,0,7.07166401332897,0,0,0,0,0,0,XXXConfid +6703,72,1,1,2,23.04968029567584,0,14.069087319432853,7.529675562881759,8.505304111124756,6.632324355484898,1,0,0,0,1,0,122,104,166.63234362943518,88.95541634555995,90.77899630558078,96.5645407525716,7.159777817131464,8.015300315978154,0,0,7.668386973036926,0,0,0,0,1,0,XXXConfid +6704,70,0,1,0,18.97105827430695,0,11.110142337019935,7.606683884422601,4.637758729293319,4.42094260730912,0,0,0,1,1,0,159,71,293.9471184518233,82.61690615080954,59.393812187745716,351.18842677159785,3.7411626325194725,2.980572762952879,0,0,4.4960669951722245,0,0,0,1,0,1,XXXConfid +6705,78,1,0,0,15.73628542459109,0,0.6299036378577805,0.37922753055145364,7.017728934447015,5.940909269399429,1,0,0,0,0,0,92,117,259.13712734334,89.79841404685652,33.56685593053701,281.1533854736024,4.582358589700575,4.650329888338933,0,0,1.6521992217440418,0,0,0,0,1,1,XXXConfid +6706,65,0,0,2,17.420175038221288,0,16.203208732711865,4.035658335505068,0.8760955207845267,4.979517278873186,0,0,0,0,0,0,158,68,180.78485142039904,162.85382291192224,26.227853174092147,126.10384773557557,27.75317913494381,1.3976179626934804,1,0,2.0888116460643333,0,0,1,0,0,0,XXXConfid +6707,75,1,0,1,39.05112487064058,0,0.13684841999811015,9.148462476347136,0.23713268398912968,8.538749703233357,0,1,0,0,0,0,160,107,169.0726844728169,74.25600367329821,79.36496459071553,127.93946369517326,28.12691735490612,3.6663961152387357,0,0,2.673936592417924,0,0,0,1,0,0,XXXConfid +6708,60,1,0,1,24.20265295692426,1,12.593715279993866,5.311993687288741,1.8848117996755132,5.596700728020555,0,0,0,0,0,0,124,82,280.0831772520468,113.40297359613194,87.43673060466706,325.06996978525143,14.351802702988936,8.774702247158203,0,0,0.3144615586734645,0,0,1,0,1,0,XXXConfid +6709,61,0,0,2,35.16426057359345,0,3.7358218720837177,6.420774237505222,1.5369152516643891,4.95542292020012,1,0,0,0,0,1,129,87,256.0950511098319,170.58045616270311,52.65289393836583,272.99849056727595,14.411885731882887,7.149889451620329,0,0,4.877877220517039,1,1,0,0,1,0,XXXConfid +6710,66,0,2,2,26.458582254702883,0,16.400492584090486,6.845568461837486,8.531824231314046,8.918556311622488,0,0,0,0,0,0,179,84,171.3600198017304,115.66038626527644,67.43137700649655,313.071379160083,17.19999826008572,8.726234844526081,0,0,4.8710403464892025,0,0,0,1,0,0,XXXConfid +6711,76,1,0,1,17.030821238449988,1,6.575575142671535,8.563196487496292,0.4501596309247802,9.95888663691722,0,1,0,0,0,1,172,108,202.37447427285423,108.18157858109757,78.42646411433734,185.25211849981528,26.01105538361317,0.9620095817590024,0,0,3.095844766605207,0,0,0,0,0,0,XXXConfid +6712,69,0,0,2,16.67536116225719,0,10.665613923532716,7.957842549924026,0.9694204763387704,6.554296578760377,1,0,0,0,0,0,154,63,166.68483295145296,133.81527277082716,39.09274622481709,147.10635135401992,24.82507966240158,1.7049822629197575,0,0,4.612393668335317,0,1,0,0,0,0,XXXConfid +6713,68,0,0,0,18.22824151957145,1,4.8059561850045895,5.654854675269218,3.7029009502412427,8.389188812287172,1,0,0,0,0,0,104,103,217.60477920103386,59.74324847251199,50.421329036505,163.17662666724362,12.29272522612311,6.751583093349636,0,0,9.061349538041775,1,0,0,0,0,0,XXXConfid +6714,68,0,0,0,25.284540432580698,0,14.997025701264867,9.327890888166579,0.08333702244813113,6.984167188011215,0,0,0,0,0,0,130,72,246.31599597873293,107.98594615698572,38.644759073876216,167.52744097996222,9.731060175360781,4.48067724217625,0,0,4.869840861124351,1,0,0,1,0,1,XXXConfid +6715,88,0,0,2,18.20058625395816,1,18.133165816105745,4.258207261906136,5.6693737999757445,9.582565918356003,0,0,0,0,0,0,150,95,253.9361428448282,137.53780528547566,64.97882839403097,272.47067016725987,26.01106126940529,4.379435759596468,0,0,6.4829415368132235,0,1,0,0,0,0,XXXConfid +6716,84,0,0,1,23.56156583705652,0,7.0948206074552145,1.2781679968341175,8.166205033412973,6.993833466630063,0,0,0,0,0,0,137,65,195.04912331850585,130.64400611692633,82.78497174818014,233.4945948057159,29.06472875302242,1.7448300978973275,0,0,6.543140276043028,0,1,1,1,1,0,XXXConfid +6717,85,1,2,3,25.709936745183175,0,18.35470734942007,8.396567018479256,6.152909728565534,7.192876493339676,1,0,0,1,0,0,99,103,183.57428259286468,148.122816700793,28.526139737247675,357.8860298247053,18.69349075014434,9.24438412873627,1,0,9.12137845338479,0,0,0,1,0,0,XXXConfid +6718,78,1,2,0,16.431406048626652,0,3.0310137913772928,0.2915419064841862,4.442850099677134,6.362157420354844,1,0,0,0,0,0,143,113,263.54098159452667,105.52608576987252,53.68239016310885,191.68706151975005,23.54672611121532,6.4220421225284285,0,0,9.23868977325285,0,1,0,0,1,0,XXXConfid +6719,73,0,1,3,21.069116758295575,0,7.1569115629554485,7.979117718674385,6.628470691223117,6.202611766761821,1,0,1,0,0,0,179,64,158.24704262162487,86.64962298147239,22.78091029547582,150.95455614594746,1.869565584489693,1.9263610349645777,1,0,3.5439737716333886,0,0,1,1,0,1,XXXConfid +6720,80,1,2,2,26.4499876100206,0,2.8823579942890376,2.113722736253468,4.069929026335135,4.252143235401815,0,0,0,0,0,0,105,114,234.4761474602445,114.87086963120183,27.539401453260155,262.44254247816093,18.17981429559793,0.6678779248587885,1,0,3.18062055390011,0,0,0,0,0,1,XXXConfid +6721,67,0,0,2,23.24546059833611,0,18.829193494320208,7.310961077378758,4.135207043269386,7.847713089351672,0,0,1,0,1,0,122,102,278.45784307006454,137.46370733421574,91.15183381506462,351.830105912209,13.931333440025927,1.3034371253110155,0,0,7.901613560900952,0,0,0,0,0,0,XXXConfid +6722,68,0,3,2,19.23383059619952,0,12.09053654424361,2.570626475699899,8.616224301293563,7.034119541448099,0,0,0,0,0,0,150,112,154.35906540974904,56.892800814230085,60.988186343687815,275.8424452834695,13.02753590979951,6.948020451179292,0,0,7.057637360911631,0,0,0,0,0,0,XXXConfid +6723,72,1,0,1,38.61368076222196,0,5.371634060478227,2.8798381205463874,4.060838750971277,7.009335253117111,1,0,0,1,0,0,98,103,212.198230050988,158.20237474374107,82.92020411745833,66.6669461402677,13.257438251145656,7.448549808004783,0,0,5.1011767959342125,0,0,1,0,0,0,XXXConfid +6724,80,0,0,2,34.818821791203774,0,7.529182787353235,8.36339982405412,6.389472893552684,9.146111307730495,1,0,0,0,0,0,130,105,162.0117426049824,165.16277225316696,99.44470958034248,162.48047504152674,0.8040521956329938,2.3165454526015097,0,0,3.1971093858527357,0,0,0,0,0,1,XXXConfid +6725,79,1,0,0,39.07010459068296,0,19.39802794185146,2.0926533515304535,8.252511679020479,8.663941955334966,0,1,0,0,0,0,122,89,246.61298382466765,87.32572805184682,31.263756024294473,238.39097412584124,29.839425370589908,2.1886989105681884,0,0,6.321919064367277,0,0,0,0,0,0,XXXConfid +6726,71,1,0,1,20.656766593554867,0,13.408146619120075,7.6042099524139575,8.380206955364685,6.9945367122367825,0,1,0,0,0,0,176,90,159.3223192863763,192.66362125894364,62.91097162623167,64.31363838193909,4.706265816011164,1.9333638401073339,0,0,0.1466957876061037,0,0,0,0,1,1,XXXConfid +6727,63,0,0,3,24.928458423998368,1,1.9800248078544236,1.6834557046106668,9.158441062250768,8.128715502755277,0,1,0,1,0,0,157,86,153.3766497985056,128.16825533304143,74.64182825754635,238.54224807656374,25.410920984548902,8.34689563610813,1,0,9.059979669644953,0,1,0,1,0,0,XXXConfid +6728,66,0,0,2,26.831952287261835,0,9.17007163352615,4.568941172068946,2.7805909440999765,8.76624425024314,0,0,0,1,0,0,157,117,152.0780043530327,155.6074638685934,81.2682736402218,239.5878497484055,10.636262456735922,8.795186388198934,0,0,5.436132046724501,1,0,0,1,0,0,XXXConfid +6729,68,1,0,0,30.618834694356263,1,2.1073733331178435,1.9386663586088693,4.663116560139931,9.021963806550183,0,0,1,0,0,1,133,69,161.7923693684468,140.28148058727623,36.71070659069618,395.39172075600277,6.872069294461328,3.40892889227407,0,0,2.330894161602086,0,0,0,0,1,1,XXXConfid +6730,83,1,0,2,29.6564091427802,0,18.701857278200727,2.1761753522566396,3.338144447395095,6.489840780646671,1,0,0,0,0,0,148,63,174.96925920491555,100.78815109523327,40.87293129422435,370.77087737143995,16.70517037574054,9.438608981446242,0,0,5.806361233090486,0,0,1,0,1,0,XXXConfid +6731,65,0,2,2,17.90835901971597,0,8.20450310661947,9.853817132517063,7.354630918637106,8.344001915478177,0,0,0,0,0,0,148,74,223.55291970941477,140.33238342243672,90.40184292301973,284.82983787757735,17.54147979358277,4.6696755283018625,0,1,3.7987212705538353,0,0,0,0,0,1,XXXConfid +6732,61,0,0,1,20.67041323160231,1,8.39746108411944,0.05056027776155325,4.114269571312201,8.947571777573593,0,0,0,0,0,0,153,113,221.10060886165206,127.61493572720225,22.905079590762938,146.70977293528108,0.7833057603892146,4.0843056923211,0,0,4.354853115538232,0,0,0,0,0,1,XXXConfid +6733,71,0,1,1,15.138279394912496,0,3.5702422521352495,0.3317434162304489,3.3768905713988895,7.113182008456782,0,0,0,0,0,0,166,114,167.72816997634038,92.19215138864125,78.95276681839937,147.4123649697963,16.94365213377572,5.492227194675047,0,1,5.023992552386552,0,0,0,0,1,1,XXXConfid +6734,69,0,3,2,32.17133728729022,0,7.33341867397127,7.60134505958465,3.7160720690133067,8.315466424255384,0,0,0,0,0,0,100,71,282.1804337163054,100.76616080171115,44.05631918085024,135.36098401360738,4.366619739135549,6.110614238764811,0,0,1.0629826533944042,0,0,0,0,0,0,XXXConfid +6735,86,1,0,0,32.118211327295484,0,15.24087652040117,8.589238047963338,2.475839811284579,8.788732149315406,0,1,0,1,1,0,104,68,161.4143366345978,188.31424374563773,61.31092581590892,321.93939168354643,25.15252699108106,0.3109654748323454,0,0,1.9381603096388245,0,1,1,0,1,0,XXXConfid +6736,81,0,0,3,34.76391667606187,0,2.2964373778906944,7.680174936837601,7.736507004330473,5.3233059120725,0,0,0,1,0,0,163,85,255.43152364688797,156.54516288534583,96.767159009349,371.1065633184531,14.203264802035763,2.769547415586203,0,0,2.5419243629953945,1,0,0,0,0,0,XXXConfid +6737,74,0,1,1,16.38008597383873,0,4.93206066170816,2.8199964795102073,5.440087409319508,5.520971606722197,0,0,0,0,0,0,132,81,272.5351257041182,89.58645719306315,32.57848451358976,325.9401103852702,10.156997738054724,2.120195299234088,0,0,3.025265297425712,0,0,0,0,0,0,XXXConfid +6738,85,0,0,1,32.378885018111674,0,7.376107883912615,7.209136951639767,2.313500453117574,5.026448657312363,0,0,0,0,0,1,160,84,263.55185561862163,150.88413919577135,81.97834484392413,294.2706142072386,13.969831713949352,8.220458391996726,0,1,1.1132662993751274,0,0,0,1,0,0,XXXConfid +6739,86,0,1,2,23.80277881031118,1,19.03203630111805,6.979616845437517,9.060131052479068,7.681316031285133,1,1,0,1,0,0,116,83,162.46750326096787,157.22264023064983,29.04958756085799,158.29953904666866,24.483093694042932,1.4342870361189697,0,0,6.543282656350069,1,0,1,0,0,1,XXXConfid +6740,88,0,0,1,21.94711918480493,1,11.778006526123937,8.587384147795737,8.799328076808493,4.504471735777616,0,0,0,0,0,0,117,63,210.8855698804515,174.09361502547063,84.03047053005733,164.06355327324934,10.000420516714337,0.9989608827306284,0,0,1.8065730792531876,1,0,0,0,0,0,XXXConfid +6741,69,1,0,0,24.984793180472767,0,18.647340311292613,1.2189633853696824,4.655746961641717,7.9671686391750605,0,1,0,0,0,0,161,102,299.8901334803945,96.73708229182463,97.51695701535294,380.76558317297423,22.21349691880758,4.948080107061342,0,0,3.8270144717507923,1,0,0,0,0,1,XXXConfid +6742,82,0,2,3,25.330454226142585,0,0.9043771152094626,3.583844221132474,9.552713107996706,7.161885170847257,0,0,0,0,0,0,99,90,285.84303792974424,196.1201971267698,23.925936922712072,169.01032783320701,20.504931778620797,7.073865755331834,0,0,3.4678330196445906,0,0,0,1,0,0,XXXConfid +6743,77,0,1,2,29.285631408844235,0,12.013241644433556,4.556833537776339,3.030740979216553,4.276919372521567,0,0,1,0,1,0,135,102,161.5031422617039,154.6323521282212,93.77633482721723,135.29027557792818,13.227767101086108,9.575905098128153,0,1,4.723024269727066,0,0,0,0,1,0,XXXConfid +6744,61,1,0,2,16.01832803676956,0,8.291885083848314,2.945723775104482,3.1340407442129137,6.708657841444925,0,0,0,1,0,0,94,113,197.43594759327564,63.62634042505896,76.13441398786071,169.54213894511767,28.02988367301556,6.527289009381018,0,1,5.4438697119965855,0,1,0,0,0,0,XXXConfid +6745,86,1,0,3,33.231027372955936,0,15.141931755886112,3.10724772559567,2.868336737943703,6.932516011580647,1,0,0,0,0,0,91,100,205.0323044221802,173.98197067349165,61.188956357764,288.59879586069366,17.389005814563628,3.4584761821692234,0,0,0.6831868658256524,1,0,0,0,0,1,XXXConfid +6746,67,1,2,0,22.310463360927997,0,16.552334374544312,3.459809889455503,3.218011126166016,9.460508886765409,0,0,0,0,0,0,118,102,223.40770675131265,142.35145511689956,87.05816905141164,99.62850357659414,11.040152134889054,4.094188551064212,1,0,3.380868143924295,0,1,0,1,0,0,XXXConfid +6747,61,0,0,2,24.565356805196963,1,2.273373270852501,9.976581454477211,2.0571880117416272,4.715533572681179,0,0,0,0,0,0,169,69,286.5097588719833,58.65864131066715,78.50846800556317,225.36089521985946,2.629134500043553,9.601238053483275,1,0,8.81893153977778,0,1,0,0,0,1,XXXConfid +6748,71,0,0,3,23.087420639279237,1,1.8943082944532463,3.4380044836451837,0.4351097077326993,4.260541770494057,0,0,0,0,0,0,125,60,281.82822860351405,163.03409300653578,45.51087438461357,264.5327918795765,12.352288249144085,5.491987579537701,0,0,0.2113546804687083,0,0,0,0,0,0,XXXConfid +6749,63,1,3,0,32.33215250902606,0,18.133869250490324,9.504678300691642,0.9161588014316424,4.5647075180319,0,0,1,1,1,0,140,62,199.69649096041036,198.21052345903627,22.846377183282076,55.09702990956775,25.716161146334798,6.498223525956219,0,0,1.089878518319095,0,0,0,0,0,0,XXXConfid +6750,83,1,1,2,39.77414583390946,1,11.980349920689559,9.319172093917548,4.6427624390336,6.209635919621798,0,0,0,0,0,0,156,96,229.86692047695172,182.38847244234415,93.88373613888832,209.46905005237926,28.349639546082614,8.71287482326252,1,0,9.289086555940457,0,0,0,0,1,0,XXXConfid +6751,90,0,2,1,22.16158993115465,0,11.494339339999177,8.305149463129379,2.303003467039609,7.862229900830995,0,0,0,0,1,1,134,99,156.96682922439814,57.54922852760415,46.48950905507229,351.1332874404148,6.050543708829325,7.582191349152963,0,0,3.3079324981724003,0,1,0,0,1,1,XXXConfid +6752,65,0,1,1,30.58888931351953,1,14.005588372572442,0.1825546959755553,7.580054137150055,4.3120293093274285,0,0,0,1,0,0,106,95,248.75164915898523,165.78570310684614,98.03830118894155,384.7461829430558,23.62650997918415,6.652212276432785,0,1,5.148285219689187,0,0,0,0,1,1,XXXConfid +6753,64,0,1,3,21.933938414309097,0,8.38288405738889,3.309847059316251,9.468894573977188,6.520242761019414,0,0,1,1,0,1,161,79,272.85405147099095,146.33426809785533,90.68980890321546,331.6923420212203,13.27370191943942,1.8635053499595,0,0,8.545683017388018,0,0,0,1,0,1,XXXConfid +6754,73,0,0,0,19.810323684074294,0,8.936257899811164,8.767911655111146,0.36087048297512525,4.527160160419674,0,0,0,0,0,0,136,88,283.2699866084023,165.41312689207228,24.893502373331906,52.339053894285584,2.3184658519225385,1.0136893380818912,0,1,5.021112710004855,1,0,0,0,0,1,XXXConfid +6755,72,1,0,3,33.8310524355816,1,12.255830130072443,0.855091947842096,5.4588609494704885,4.6494001868438115,0,0,0,0,0,0,135,68,211.25936602834557,67.84470655346526,62.875179877201354,86.64528284501597,5.405827993169542,1.8122679178240464,0,1,9.114313859717791,0,0,0,0,0,1,XXXConfid +6756,73,1,1,3,25.604010624256254,1,4.2707790904662835,8.113952517338594,2.341138932793255,9.69170109124212,1,0,0,0,0,1,101,100,247.6998865593825,155.7079902132685,21.961919681377744,78.26764659975707,17.239001155014627,8.146736871860089,0,0,9.116038699122248,0,0,1,0,1,0,XXXConfid +6757,60,0,0,1,19.915841197804383,1,6.377578740398202,4.608131009868213,7.431310200083154,9.712505033184705,0,0,0,0,0,0,129,65,161.16052825982328,170.2023727815369,47.59503723069077,267.3802576574798,26.331224518408078,2.005341503844391,1,0,0.2905224767181558,0,0,0,0,0,1,XXXConfid +6758,60,1,0,1,38.214531776630594,1,8.757122759323261,5.714610278603241,9.824053542566793,6.279847847111893,0,1,0,0,0,0,116,67,190.0814443793048,88.84759442101614,42.314630794388805,265.5074296495203,29.399385459359415,3.111862674003656,0,0,8.364342290009786,0,0,1,1,1,1,XXXConfid +6759,74,1,0,1,32.65152452133543,0,8.69189019163793,9.519231669518177,4.125244290426505,8.572455004348694,1,0,0,1,0,0,130,101,208.56153468579117,81.97607728081536,81.53180576529815,299.24023461821207,21.591586961625914,9.153262801487362,1,1,9.238292299114486,0,0,0,1,1,1,XXXConfid +6760,83,0,0,1,32.965631159089085,0,16.598730527226962,6.130911212802673,8.628927003045582,9.749571157216682,0,0,0,0,0,0,156,82,281.40116000349974,122.82428714029274,38.663923380426255,348.93385450610754,15.738119896758047,4.697169728232947,0,0,8.866481869381776,0,0,0,0,1,1,XXXConfid +6761,71,1,1,1,26.814193413317007,0,19.071071120829888,5.192593566628546,1.0752784086066713,4.460036312205968,0,0,0,0,0,0,117,80,299.6381459407182,91.76967378171813,25.40415524951915,143.0995698520074,9.611277411535454,3.5893725528167253,0,1,9.048610597218028,1,0,0,0,0,1,XXXConfid +6762,73,0,0,2,38.94764381349484,0,18.504010173100085,7.464692043035797,1.1266337490328582,5.858770400188078,0,0,0,0,0,1,122,75,263.9662525003286,153.38858566168835,92.92506776789884,209.63406427096615,4.481460399061224,7.3343178345602675,0,0,8.422497715553744,1,0,0,1,0,1,XXXConfid +6763,63,0,0,1,17.76891961167496,0,9.098222460706433,2.576862935026989,5.319946814740533,5.7980276146256955,0,0,0,0,0,0,96,94,176.02567534531053,93.22267866462275,76.90720153150679,339.49061593032275,12.349824542555638,7.460747294328897,0,0,8.455109418306929,0,0,0,0,0,1,XXXConfid +6764,69,1,0,2,27.48987576423749,0,8.560888492930863,0.4924544300174305,8.159991855553507,9.985307331208567,1,1,0,0,0,0,112,100,252.71308139302482,125.7194361863648,51.240252607824324,343.8341047487349,18.274684755303635,1.9581494503817842,0,0,3.2956092506127965,0,0,0,0,1,1,XXXConfid +6765,87,1,0,1,36.983208008038694,0,16.7842867067232,8.60146652965287,6.0247364608326,5.409636631185979,0,0,1,0,0,0,94,81,291.84442087648006,114.99788503834,87.44665492571113,215.26604087982645,12.233391130861424,9.257443882104802,0,0,5.465871391684363,0,1,0,0,0,0,XXXConfid +6766,66,0,2,1,24.420770084859292,0,6.536497604877063,2.3737563116747973,6.659564129804948,9.160354965014111,0,0,0,0,0,0,97,87,185.96129034693024,107.1350394050989,63.973884779783305,288.9236586540057,19.198209519682973,3.0099282534207616,0,0,3.5764643158684217,0,0,0,1,0,1,XXXConfid +6767,69,1,0,2,17.37683827059376,0,10.846024798998638,0.92640961023705,0.1635933266000522,5.6147189544583185,1,1,0,0,0,0,107,62,241.01176850831206,127.4657423781499,36.90439062289688,190.29040036110223,25.377032642649603,2.634707397998387,0,0,1.556352350087531,0,0,0,0,0,1,XXXConfid +6768,68,0,0,1,33.85714678429299,0,4.7726518468858785,9.793562830941415,1.0866523821259921,6.62067210945956,0,0,0,0,0,1,175,119,294.19656763209764,103.93022967076561,32.61764845909974,229.93319736128828,19.21697873146458,4.292091384057582,1,0,8.578097519875627,0,0,0,0,0,1,XXXConfid +6769,79,0,3,2,17.665164488773677,0,17.774814231023985,5.657330852780616,9.737814679511608,4.323188058582332,0,0,0,0,0,1,107,87,254.4258429939004,170.6515535333586,72.6245820596536,302.8044823526037,25.6612506448771,8.51628702581362,0,0,5.926678922593826,0,0,0,0,0,0,XXXConfid +6770,70,0,1,2,20.354777133022786,0,5.889715183397,7.035978806839212,2.952637894649295,4.444632088101517,0,0,0,0,1,0,112,82,238.1152578944317,87.03421628592534,54.925771176056905,75.74020395890776,8.459046872568937,6.161092519081974,0,0,0.25382560957531886,0,0,0,0,0,1,XXXConfid +6771,62,1,0,2,37.15762924388162,1,14.580471653342922,7.635473958815693,0.5019645657008742,9.212180418922472,0,0,0,1,0,1,111,84,232.61303458706544,177.04739785932748,74.22851398703587,238.95407962137512,26.31227809266082,1.4884710657077005,0,0,7.041675243032364,0,0,0,0,0,0,XXXConfid +6772,65,0,3,3,16.538438614579487,0,2.4018538535310663,0.02246155974581665,1.7905254295805495,4.54401686156885,0,0,0,1,0,1,106,68,226.684201690535,180.68136367462233,28.931430413585115,254.2307714294918,2.1639751460599688,8.1500080505932,0,0,7.331506923319848,1,0,0,0,0,1,XXXConfid +6773,61,0,0,2,18.652299238676655,0,5.704878494882141,5.160350902481757,0.2653784847376084,5.13750621734965,0,0,0,0,0,1,109,80,248.09642446585315,85.14163462735384,64.8530974666085,373.8847180530897,18.37963737288803,4.119009219257021,0,0,9.58912155168923,0,0,0,0,0,1,XXXConfid +6774,71,0,2,3,27.332494585655617,0,19.693222622333774,0.19863758071050341,2.488602011749358,7.713024851322346,1,0,1,0,0,0,117,86,185.20590441035407,78.64673081478378,21.834341532262123,204.01860871088854,22.637255810887446,5.362629746699254,0,0,9.613929801329213,0,1,0,0,0,1,XXXConfid +6775,66,1,2,2,34.70788950276973,0,15.781502731287896,7.7415975373085715,7.805941960241909,5.336567094189982,1,0,0,1,0,0,175,62,152.7094418443788,66.16260635428227,73.03753726427928,244.11597485122857,17.025051018350588,8.606576212481784,0,0,0.2716450379700508,0,0,0,0,1,1,XXXConfid +6776,74,1,1,0,19.424997849621317,0,0.17551793760672174,3.4750707440180797,2.544481654537286,5.151360813813252,0,0,0,0,1,0,105,63,215.08189364319395,167.00811613853415,43.16218665476405,347.4668974820227,6.331502628072112,0.9798597096298012,0,0,7.476960032497645,0,1,1,1,0,0,XXXConfid +6777,72,1,0,0,18.4189038724048,0,16.50612599037589,1.7364187284911003,1.4608743635767851,9.386880880009095,1,0,0,0,0,0,162,103,217.07021366528676,80.72719764475765,54.135079219899055,196.464087372943,6.249976744704289,6.577741047405837,1,0,1.7608272720437312,0,0,0,0,0,0,XXXConfid +6778,86,0,1,1,27.894214237271008,0,7.986305392460351,5.418354620639944,8.953680724869264,7.115646231398432,0,0,0,0,0,0,172,94,231.0179485606344,175.75591953979347,42.79855425137865,381.16617018420266,1.7881880736220723,1.7356599590360977,0,0,4.001339539373054,0,0,0,0,0,1,XXXConfid +6779,80,1,1,1,30.457210119822648,0,6.92899794998076,1.3726280327067297,8.540736241568638,9.339183380699948,1,0,1,0,0,0,126,117,280.2273649484803,51.41263255271317,41.696734131738715,271.38060469681193,24.468856284974628,2.576502522700428,0,0,8.463073504115671,0,0,1,0,0,0,XXXConfid +6780,76,0,1,0,27.947226943266415,0,7.30085314769884,8.195905152902782,0.9894058464864908,6.4979904482476405,0,0,0,0,0,0,138,87,191.7599470664729,157.6575267597875,99.0644320196999,183.37433416800044,1.5734688036243738,9.437339010855512,0,1,6.118528190558344,0,0,0,0,0,1,XXXConfid +6781,84,0,0,2,34.16434666931834,0,14.236514110344,5.584056883250482,7.155148176371994,9.214991464993876,0,0,0,1,0,1,106,83,203.29072089535717,132.4482241681555,55.2218524330291,264.30927409263404,24.2986033814222,9.4947378631884,0,0,9.145942707893598,0,1,0,0,1,0,XXXConfid +6782,78,0,0,2,33.85777359027924,0,5.8874832937624655,0.4292905425319715,2.6233976957784986,8.082637783620587,0,0,1,0,0,0,99,73,285.6037505103732,82.74751059696419,78.3959576480882,160.26814469366423,9.987966178748806,9.019001167992137,1,0,3.972869487690792,0,0,1,0,1,0,XXXConfid +6783,88,1,1,2,26.489990052117562,0,18.968613986193503,5.422803484653164,9.503775859678703,9.907700014274639,0,0,0,0,0,0,153,114,213.37393008673433,65.43323907764068,42.86585328889842,277.2423387601844,10.26787899926949,7.856003201988412,0,1,3.1496944710265407,0,0,0,0,0,0,XXXConfid +6784,83,1,0,0,30.778588090132267,0,18.0572431369816,0.7103150838000771,5.911858246152226,5.629008692364981,0,0,0,0,0,0,123,105,278.82280416246874,195.35440813406845,27.813341305590793,98.02783194038923,0.9694551031108334,2.1533480991910334,0,0,0.9569450377953859,0,0,0,0,0,1,XXXConfid +6785,61,0,0,1,22.37141534225801,1,19.32101087919626,8.398880413413526,7.1808069126908425,5.802240678139479,0,0,0,0,0,1,129,115,190.0789491379153,156.4545863091628,54.395886174728446,271.0145430775064,13.993796841371704,4.955122660933991,0,0,5.470595520190661,0,0,1,0,0,0,XXXConfid +6786,62,1,3,2,22.75985029542789,1,8.003970546068448,9.564388551937192,9.899023653934728,4.6637107638153275,0,0,0,0,0,0,154,92,211.94759255784643,186.24426358779584,76.73111211450046,380.69842822830475,21.09681892565852,3.970165482842871,1,0,6.09416546374392,0,1,1,0,0,1,XXXConfid +6787,79,0,0,0,29.272423394642885,1,3.590356967103301,5.0999767078389615,0.5099063638376822,5.743538424587091,1,0,0,0,0,0,112,64,241.0630663657824,196.61580509853857,33.67165265541178,278.83975333269495,20.36416016345479,5.53537024037659,0,0,1.1820783264418033,0,0,0,0,0,1,XXXConfid +6788,76,0,0,0,35.52555144341453,0,0.3243936402534775,2.9029602530729894,9.971091289614142,4.591999939431956,0,1,0,0,0,0,160,76,275.16834000280903,95.62082780079896,24.422556873325867,136.5997495091368,27.347752720175166,4.78259168182197,0,0,1.3037695779262337,0,0,0,1,1,0,XXXConfid +6789,72,0,0,3,24.748737921965265,0,15.136097896468833,6.735203779692993,2.0161031383405135,9.13546384909335,0,0,1,0,0,0,99,89,238.5407685220518,124.83949479978043,85.24697667738815,163.17158445549097,12.639158712688735,0.43795302760235466,0,0,6.591319810104345,0,0,0,0,0,0,XXXConfid +6790,62,1,0,0,16.949009448438517,0,5.135353922932362,2.6175795588914132,7.521115309299922,7.1640657484134245,0,0,0,0,0,0,125,103,215.41439040850014,157.33105506799225,96.82695509706876,229.94139717928675,29.95942479832663,6.936925843745173,0,0,6.397175808251085,0,0,0,0,1,1,XXXConfid +6791,88,1,0,1,28.637613616711203,0,4.449722872300934,4.016191284737082,7.745026290880773,9.112567405131653,0,0,1,0,0,0,110,98,284.3082649248015,57.993388933702086,23.010271682040955,194.78979194690712,7.887776784614039,6.342522712401807,0,0,6.560405089341534,0,0,0,1,0,0,XXXConfid +6792,62,1,0,2,36.50141374439244,0,19.32716708296383,4.551224908683922,7.601505004444661,7.869490967108659,0,0,0,0,0,0,135,114,235.70860415223552,87.94765464804306,28.886339097427527,284.41461307847703,23.215715978349813,5.761445574183059,1,0,7.844066084810164,0,0,0,0,0,0,XXXConfid +6793,89,0,2,1,28.492178277566673,0,17.282384477029538,1.659933660438252,3.2787428154272567,4.645490225523089,0,0,0,0,0,0,91,90,183.6054105325759,115.06987219433485,56.001112059440416,275.3433440456406,19.117944440882294,4.785968048406247,1,0,8.516105900656974,0,0,0,1,0,1,XXXConfid +6794,77,1,0,2,23.6517592271358,1,12.820734787680141,9.723538361138367,3.8174082090133243,8.314329305459284,0,0,0,0,1,0,120,64,248.4365401141638,123.40667451410813,64.65180606181852,206.08269134338158,23.029314000400667,3.3097670683250726,0,0,4.481020892533348,0,0,0,0,0,0,XXXConfid +6795,66,1,2,2,20.9173218712291,0,2.018655351166232,9.621395587197384,5.596125356760071,7.645893627713112,0,0,0,0,0,0,169,60,292.71868671933976,89.55681121920314,97.63374102761054,374.19680481442845,3.670122752698598,4.550149887720247,0,0,0.8355197627459643,0,1,0,0,0,1,XXXConfid +6796,63,0,0,2,32.021447822496924,0,6.949405443041998,2.005275390148026,5.7149315665307485,6.370980708337687,0,1,0,0,0,0,93,90,221.65289894728164,171.66587152572413,55.281384517962316,159.18577909124514,6.1773554903638415,0.03668570592737397,0,0,2.570050866502449,0,1,0,0,0,1,XXXConfid +6797,74,0,3,2,36.40936669630091,1,8.265743997680392,1.095919250511812,0.7726780328373994,4.515478610637782,0,0,0,0,0,0,159,106,255.78947378256072,98.89507804859716,23.31983046483277,304.30097430495977,3.060776756802598,8.791490437664804,0,1,0.6782325974964143,0,0,0,0,1,0,XXXConfid +6798,63,1,0,2,23.334707698416555,0,13.817746353014122,7.491242385602975,6.333042695377879,5.465014306889778,0,0,0,1,0,0,124,116,227.34891316737148,103.30534468082476,40.86595394494828,175.34757234004303,27.76330631122285,8.824043046748768,0,0,5.121891111322143,0,0,1,0,0,0,XXXConfid +6799,73,1,0,3,22.76694959711344,0,16.75864734611866,5.140033612014326,4.287918034346582,8.819508179763123,0,0,1,1,0,1,104,83,277.09717842690577,62.31135736081324,61.29098885062685,110.96719538312897,16.313210733740817,8.808272272697886,0,1,7.045553719641924,0,0,0,0,0,1,XXXConfid +6800,72,0,0,1,38.51571141251317,1,12.26230202446192,8.679744241168715,4.057193844280977,8.304589590452201,0,1,0,0,0,0,102,74,224.06074371803967,180.54329706556365,92.49631020636616,316.46109989739995,10.291649300609611,4.8768382768949525,0,0,3.875864558794607,0,0,0,0,0,1,XXXConfid +6801,62,0,0,2,24.2473339789425,1,8.147790623319548,8.453190530031687,8.265085067662651,5.816467233189988,1,0,0,0,1,0,126,107,197.15618533540652,178.57939353498995,93.64109461348224,203.95306682155888,10.211788136482978,1.1170075802101598,0,0,7.542943748434565,0,1,0,0,0,1,XXXConfid +6802,70,0,0,1,16.58503639192466,0,3.2066088713224095,7.465421423514438,4.098699277634528,5.364625531291532,0,0,0,0,0,0,148,104,286.94658521648455,120.5310430082224,26.222672518163428,137.5832224348673,1.5634073999374198,8.748154937295459,1,0,0.8497281062549322,0,0,0,0,1,1,XXXConfid +6803,80,0,0,1,17.228972769706218,0,15.607623668891238,2.6042181974555936,1.9986458064617885,6.918767372457106,0,1,1,0,1,0,96,86,208.7494750021719,131.48941118529825,85.42486387846417,124.99692737650504,0.18876196977459903,0.3476416465314347,0,0,7.642644795915416,0,0,0,0,0,0,XXXConfid +6804,89,1,1,2,39.03128388715214,0,1.7332020997876274,0.9349627826015827,2.516517062194855,7.271949273682361,0,0,0,0,0,0,157,113,225.23534986219892,176.6592441384629,47.53348538384347,384.7664565289415,3.0441696956550954,3.5295760843231196,0,1,7.052128811427708,0,0,0,0,0,1,XXXConfid +6805,88,1,0,1,18.319210652171492,0,8.82363848034604,1.7685512178679985,4.807654277028219,8.050990754008005,0,0,0,0,0,0,146,102,167.3574863915934,106.33051285925802,54.300104890856595,243.46245495987696,9.47626793020314,7.938923073693903,0,0,9.325972698963302,0,0,0,0,0,0,XXXConfid +6806,85,0,2,2,15.686086845818496,0,18.66570784385624,8.192486043724749,1.9203671887293938,9.89174226912859,0,0,0,0,0,0,165,92,183.96893118347643,193.11341882784168,22.803930590887703,230.18228646326247,10.816285686756899,3.214046049416198,0,1,5.682201103253917,0,0,0,0,1,1,XXXConfid +6807,63,0,2,1,32.7265497253145,0,16.971928630868522,8.569750626935926,8.744618768000404,9.227229326331209,0,0,0,0,0,0,173,68,191.63243522772325,194.19688385431965,31.927148397859995,303.8589568517608,0.7184843123165185,7.583049854953121,0,0,9.279272482557824,0,0,1,0,0,1,XXXConfid +6808,86,0,2,3,22.06292655766774,1,4.103601664917855,6.487105350093479,2.1812053994325242,9.78972087028394,0,1,1,0,0,0,127,63,216.89333361068384,162.93562988010865,51.73273654621883,70.501602129633,26.40625877042964,9.633090433768434,0,0,8.61492118382074,1,0,0,0,0,0,XXXConfid +6809,71,1,3,3,27.94157999920557,0,4.921792630292154,3.6553458567776245,8.637388550907252,9.602546580836169,1,0,0,1,0,0,112,118,260.3530872815214,174.22855536564293,54.285578450633174,136.07649613679376,0.8221607158039845,3.2127348158144695,0,0,0.9336357937877726,0,0,1,1,1,1,XXXConfid +6810,76,0,1,1,16.320988945862204,0,15.2174164147121,6.824674277621769,2.696727830701733,9.416989181956248,0,0,1,0,0,0,114,78,251.0337924706559,128.90047224615157,80.20955576126018,87.19083086564709,3.852510607824887,3.7636512870739622,0,0,4.901179270653662,1,0,0,0,1,0,XXXConfid +6811,60,1,1,2,33.272558187301655,1,4.404632456966093,0.5930528409969338,1.7806457270918596,4.153488151517746,1,0,0,0,0,0,105,82,207.9259715999712,160.91833048516582,52.62191635154164,315.8182707076326,7.493069398701699,4.228070261080163,1,0,0.5077178392480131,0,0,1,0,1,1,XXXConfid +6812,68,1,0,1,25.35531515000973,0,0.8428623393991685,5.76984384395388,0.3806851124751376,5.707521355591478,0,0,0,0,0,0,150,113,241.48972591436473,75.03694006901694,26.225426940568877,364.1452567827496,5.505361107982859,9.924721089763116,0,0,6.004800851814839,0,0,0,1,0,1,XXXConfid +6813,76,1,3,2,32.569495534393084,0,7.033497833707399,7.671327796782497,8.86002090250961,9.660030970579262,0,0,0,0,0,0,107,87,224.0248479970178,159.6065107359169,96.24567231512034,313.93541866436817,22.493687648889008,5.3135288658517785,0,0,8.69121861565149,0,0,0,0,0,0,XXXConfid +6814,85,1,2,1,26.915400996758656,0,3.9187060854822264,5.6696456613915664,0.5873040645302285,6.679696831010671,0,1,1,0,0,0,177,76,214.7169304369537,129.80342975128042,98.73557267643423,395.48924593170216,24.00536683449922,4.649751131946013,0,0,8.228230068277318,0,0,0,0,0,1,XXXConfid +6815,74,1,1,0,38.916401025738125,1,0.9235928448666364,9.658793963004014,9.606757305460174,8.309027073229615,0,1,0,1,0,0,133,68,176.42648915367494,163.63709936094892,64.93085777471595,280.2771472336785,22.78238637014922,1.2803626230170873,0,0,5.078112791575091,1,1,1,0,1,1,XXXConfid +6816,88,0,1,0,23.74985525341115,0,7.986119983291471,4.191477050206959,1.6992451414486753,4.465377699145365,0,1,1,0,0,0,104,117,191.25323209954175,161.88387001409754,29.40620758929345,240.03829126509385,22.738996092364676,8.43663834977617,1,0,7.870277669302368,1,1,0,0,1,1,XXXConfid +6817,61,0,1,2,39.37357643896163,1,6.391839815099834,4.544123820772756,5.520722457891019,7.0624841490523735,0,1,0,0,0,0,107,80,249.56008042603418,113.71810294461449,21.277355243334597,251.56307658126138,7.673086825165049,5.218298581841907,0,0,5.909630628704775,0,0,0,0,1,1,XXXConfid +6818,79,0,0,1,30.699940762482157,1,8.543995004746655,2.968621220527199,3.1650517804192315,4.396506828193937,0,0,0,0,0,0,111,106,224.3844875547479,62.00412346331904,43.68772408052823,306.14946421715626,4.007537792912511,4.640780468710551,0,0,7.151980188865293,1,0,1,0,0,0,XXXConfid +6819,73,1,1,0,23.029452639006845,0,4.591788191231609,8.34213934009772,1.354325712142529,9.691203662025131,0,0,0,0,1,0,135,65,156.25127409089518,114.80564652478913,91.54634434409473,96.1595797690063,9.960602343266444,8.780205321035904,0,0,2.3873979878066978,0,0,0,0,1,0,XXXConfid +6820,75,1,0,2,31.272188988545278,0,16.08579200823553,1.731872717235683,2.800257715487323,7.5297344065534055,0,0,0,0,1,0,108,75,210.26925554055495,162.7743304948927,45.55419695257064,247.538897525784,3.446594191907061,7.393618446552013,1,0,0.8430781391225028,0,0,0,0,0,0,XXXConfid +6821,72,1,0,3,15.17279481156769,0,5.5298103840738015,4.000143699454155,2.027629346038524,5.293073820117326,0,1,0,1,0,0,121,92,191.84692968785475,106.09382687268996,96.6982538060408,368.60403163050006,4.309669983305949,6.404114597055665,0,0,2.732326144321905,0,0,0,0,0,0,XXXConfid +6822,78,0,3,0,36.51772946389124,0,16.40267914175131,5.215282399300655,1.1249276066206715,8.350395907921817,0,0,1,0,0,0,107,81,195.33095226609854,74.65122229130169,70.77201899414013,380.2319478693412,1.3527604084607125,3.924714792787518,0,0,8.363150222288159,0,0,0,0,1,0,XXXConfid +6823,68,0,0,3,34.244492188085886,1,3.4511717931837538,0.4822096215824201,4.616106865560836,8.094816010010932,0,1,0,0,0,0,165,94,261.47725871477473,191.21161834238703,94.96005046795662,307.69404772403,20.17132753459178,7.80498950159315,0,0,0.03559074459645317,0,0,0,0,0,0,XXXConfid +6824,67,1,1,1,23.41802401799953,0,18.64170016523212,2.7502627737568517,6.546232698210346,9.117292780441502,0,0,0,1,0,1,155,65,262.2622981464489,93.19408457754832,33.5391200919646,56.50516841787603,26.90735300429428,9.896389566834545,0,0,1.2030271740042964,0,0,0,0,1,1,XXXConfid +6825,77,1,0,2,21.266637010961325,0,10.539632886441241,3.6103868296237964,6.496993359264836,6.5198885644779105,0,0,0,0,0,0,178,103,248.9762640444184,52.132894744145716,38.537442578620585,108.26227515534816,10.96689914297151,6.041010528791989,0,0,8.097756336440376,0,0,1,0,0,1,XXXConfid +6826,68,0,0,3,17.908258545321644,0,18.48728415231228,6.295095870255575,6.074755971736755,7.922731500304384,0,0,0,0,0,1,126,72,249.80240420517356,176.8087310933309,51.17352843850837,346.8598901651411,3.786173350091521,7.650750775418671,0,0,9.453192149459408,0,0,0,0,0,0,XXXConfid +6827,60,1,0,2,34.20750224033638,1,11.258799096672183,8.55980017238353,3.3393071124734464,6.408287022931286,0,1,0,1,0,0,96,69,285.0040767529435,111.91096599215908,63.30966358937361,273.03963614354006,3.6606981335586433,1.860303954672028,0,1,5.319320130909659,0,0,0,0,0,1,XXXConfid +6828,65,1,3,0,28.459278063095724,1,9.857146812597241,4.872265837160107,4.858956798064602,6.309325837101584,0,0,1,1,0,1,122,98,193.59578516080842,110.12308683073323,90.77271743702953,176.1776955949533,13.524068741883678,5.102651758978261,0,0,6.062679418808546,0,0,0,0,0,1,XXXConfid +6829,90,0,1,1,35.38843415844472,0,10.465389616804055,9.369925915933953,2.857321296549926,8.798458392927056,0,0,1,0,0,0,126,110,277.71033652308694,107.2329266442368,49.47427394924499,339.00375198804903,3.64457007496783,5.746779084378623,0,0,8.293481971682438,0,0,0,0,0,0,XXXConfid +6830,76,0,0,3,23.038013477127254,0,11.257557124123457,2.9191206648643133,1.3939725096898914,7.79727096942798,0,0,0,0,0,0,178,117,218.01528606017004,152.81087572872434,88.06673810036085,103.23398672876093,29.833992826478283,6.607882775327378,0,0,6.328126236152506,0,0,0,0,0,1,XXXConfid +6831,72,0,0,2,17.598952859698073,0,3.324806243213152,9.079687994060304,5.610518748938109,7.994294925133737,1,0,0,1,0,0,131,77,247.11078145220398,93.78322327057538,85.65384321768371,88.18667946484327,4.792434014075707,7.747167717888514,0,0,3.170875903329055,0,0,0,0,0,1,XXXConfid +6832,68,0,1,1,15.479641117971788,0,13.753968133482113,5.703772420825186,2.563104061702146,5.027829280845262,1,0,1,1,0,1,107,119,177.33068975413465,182.30941234417466,86.5384596191381,200.26989620629607,1.112969137418044,9.158292179731573,0,0,6.125550123254739,0,0,0,0,0,0,XXXConfid +6833,60,1,0,1,37.08999544051502,0,6.879325885525511,3.611448691239435,0.016445695153888273,6.47863023318926,0,0,0,1,0,0,132,78,276.3367413214992,173.27938583603057,72.54731908762695,268.2352028641636,7.347983216526746,4.16013834061053,1,0,2.273081389197529,0,1,1,0,0,0,XXXConfid +6834,66,0,3,0,21.990349510222046,0,12.820506755554689,5.350638885581444,7.145356791803995,9.314261189407993,0,0,1,0,0,1,120,102,214.7399677560693,194.30292735248915,73.58841191696175,336.8636626396086,15.333487298038534,8.826886192236133,0,0,5.227758517518083,1,0,0,0,0,0,XXXConfid +6835,73,0,0,2,25.252241639589855,0,15.387668929306184,0.4982936965210938,4.4273339846835995,9.277610696209225,0,0,0,0,0,0,94,74,287.53002211428725,148.11903216118546,69.40476040642214,120.03797522057953,15.2083401458302,1.7722791335147825,0,0,4.169857403356052,0,0,0,0,0,1,XXXConfid +6836,83,1,3,0,38.87324702462376,1,11.438405860560898,1.2728695762018394,4.532342040509228,5.441952770801077,0,0,0,0,0,0,172,105,191.60133784174613,178.77572644753928,34.70469567380921,71.69860220138627,20.79568914632858,0.8815104287939723,1,0,3.8219461370298466,0,0,0,0,1,1,XXXConfid +6837,69,0,1,0,31.891566953293662,0,17.058992011141104,9.799702088703523,1.958730646803366,7.117648919296763,1,0,0,0,0,1,105,73,235.65421222791053,169.01182948705215,30.769763347851402,324.9854463878822,11.378167577986364,3.967762696475,0,0,0.5530745065985054,0,0,0,0,1,0,XXXConfid +6838,66,1,0,3,20.372081826222338,0,14.398938843767205,2.584292658432439,3.554042360977544,7.897737290337794,1,0,0,1,0,0,139,66,246.36004822961578,95.5125359598192,59.58424449241373,166.7635026439531,11.818590685322206,7.179234811221465,1,0,6.261403979125766,0,0,0,0,0,1,XXXConfid +6839,64,1,0,2,39.218488933777984,1,0.8445540035452925,5.4835131386031035,9.034446783876179,4.144768895911804,0,0,1,0,0,0,139,108,167.89654066627685,96.97720742208506,93.88316780005881,356.29521982908705,11.814348018855199,9.295642287728288,0,1,6.666666555946255,0,0,0,0,0,1,XXXConfid +6840,62,1,0,0,25.178006224891796,0,10.825071350271307,5.0889339476237865,5.7284736808969665,7.538553546889692,0,0,0,0,0,0,142,75,175.7241098437479,106.87505333487785,89.1794775765405,170.28656949447364,0.8318304907468443,7.681637657494438,0,0,4.462152399112819,0,0,0,0,0,1,XXXConfid +6841,90,1,1,1,18.381472642488095,0,7.185066326635566,3.1444287671034274,4.180192059294888,7.7834827596260165,0,0,0,0,0,0,161,98,187.62858645668368,126.32754846575358,53.871034560304885,60.86988958864593,22.072583587795144,9.74009238023793,0,0,3.2654117792995385,0,1,0,0,0,0,XXXConfid +6842,64,0,0,1,29.087306489005616,0,19.783623361576335,8.823072463290506,2.30424151508972,5.323151115168115,0,0,0,1,0,1,172,103,150.1921833050125,105.8577716192568,79.1636993932974,176.9248000853629,19.4628682644477,7.160566232553536,0,1,4.559788345462383,0,0,0,0,1,0,XXXConfid +6843,79,1,2,2,17.067430639009753,0,12.069153107099563,9.596895047174923,5.95021645243402,7.287439735118713,1,0,0,0,0,0,91,95,186.8766000346576,104.29691498827228,26.033951902928667,173.08032910257714,0.8154220078122287,0.13719131748276325,0,0,2.1567810318978085,0,0,0,0,1,1,XXXConfid +6844,69,1,1,3,24.460794247985074,0,7.660494034180109,4.733324252952463,1.9738331965684164,4.496817336846929,0,0,0,1,0,0,162,62,293.80379820368,121.19254245317278,41.475467474039036,255.77250383510605,16.198514935656707,8.544427842640925,0,0,0.07200201992551891,0,0,0,0,0,0,XXXConfid +6845,85,0,0,0,24.385193341800303,0,2.8939884366574242,3.490207196372168,9.324759953362669,5.303670077991751,0,0,0,1,0,0,173,63,158.16604303959502,57.167602353446696,31.258193981859456,142.4577203625629,12.505692544329781,9.555378042071872,0,0,2.8110165964811995,0,0,1,0,1,0,XXXConfid +6846,90,1,0,2,33.869777724855325,0,7.151651237388905,7.97301846970301,8.443707947044256,7.606749023331502,0,0,0,1,0,0,164,70,186.84491352900392,140.35755979285852,43.48888627295381,396.18852347531833,16.415595760163605,4.495637230924893,0,0,9.113730836971055,0,1,0,0,0,0,XXXConfid +6847,64,0,0,1,15.196969189263879,0,10.51156433142057,9.464028735800847,9.360582272028369,7.296669405792092,0,0,0,0,0,0,171,84,286.7618401663141,80.70804017243978,65.74367655828897,238.30550595555238,22.14892987065585,6.848196000689465,0,0,8.018002066205932,0,0,0,0,0,1,XXXConfid +6848,76,1,0,2,32.947245208485796,0,12.29896358884953,8.167681553482328,6.272032522021776,6.5164077669001,0,0,0,0,0,0,105,74,289.18557729118106,121.90469172644899,79.32493005651584,201.7727595035337,7.517199944789297,0.4242058497179524,0,1,5.343811640429484,0,0,0,0,0,0,XXXConfid +6849,62,0,3,2,38.0407644069423,0,19.062323559244952,9.468334215216176,9.355869900651964,7.97207115601541,0,0,0,0,0,0,172,119,216.06908343949718,80.40407212765047,23.417629779760006,193.0813269920542,8.266820890194522,2.9400861985619,0,0,1.444557213380513,0,0,0,0,0,1,XXXConfid +6850,79,1,3,3,30.921926620910757,1,17.59703366229912,1.1091981862149425,5.77659143653824,5.797903045777625,0,1,0,1,0,0,117,74,220.33156746349306,154.7516415121362,71.1933585362875,184.19333570798258,5.238284791267618,9.990056838473217,1,0,3.0428684584016894,1,0,0,0,0,0,XXXConfid +6851,67,1,1,2,34.75294431860084,0,9.81977203519258,1.0984420269881423,5.5378791962707785,6.015094275247428,0,0,0,0,0,0,140,91,186.74532017489582,191.52722240996562,78.93611285660151,144.7213759872523,27.718645567339557,9.66651068189478,1,0,9.010416181283082,0,0,0,0,0,1,XXXConfid +6852,78,1,0,2,18.224026148620002,1,8.780669314873947,4.315767808040805,0.8445705880874066,8.153123338880055,0,0,0,1,0,0,110,101,184.67062901710017,114.25731739616408,81.09130896463921,371.13484323389827,25.94048179660927,0.17272894811780182,0,0,0.46120049511481853,0,1,1,0,0,1,XXXConfid +6853,62,1,3,1,26.06234662469823,0,6.131511524505296,7.044546104840387,1.2181323665738197,4.180375776698125,0,0,1,0,0,0,169,100,242.63834171251273,86.37808969873848,22.43476521011128,271.9777504717315,27.00230916904261,5.1075759465012425,0,0,8.086296182872056,0,0,0,0,0,1,XXXConfid +6854,90,1,0,1,35.13282468089806,1,10.416973355018106,4.120716306796672,6.096416611489703,7.275427758591924,1,0,0,0,0,0,153,98,253.54109524442237,118.63826930821489,70.51138864202504,368.7260157013173,21.445739217277975,4.674816500453771,0,0,1.9719569217441613,0,0,0,0,0,0,XXXConfid +6855,65,1,0,1,35.709548469026785,0,0.12710975629061982,7.693043819706257,4.78646563312194,9.576381780179478,0,0,0,0,0,0,113,71,186.31771200282765,113.59173849143139,90.04023063733729,114.0644899416186,9.73280024342375,5.155391995751984,1,0,1.6001112361462067,1,0,0,0,0,1,XXXConfid +6856,83,0,3,2,31.095663847894993,0,7.542266377011817,4.593094080918332,7.603504099804315,9.866459516877558,0,0,0,0,0,0,90,97,178.78464072136472,102.16288761328619,52.68271499308653,137.62996230967664,25.388361818775238,7.829597960669065,1,0,1.0232170466146973,0,0,0,0,0,0,XXXConfid +6857,70,0,0,1,15.803675247645685,0,2.0131895622105045,5.105483723813533,0.03210468538686562,9.448987824565844,0,0,0,0,0,0,153,100,173.02675868014896,137.65864081355184,43.225061533127295,61.30674659383969,9.166439752343543,7.605390572411404,0,0,3.326548851596909,0,0,1,0,0,1,XXXConfid +6858,88,0,1,1,39.77417336863185,0,11.136302479116992,4.127906231375355,4.568146979821933,7.90396282254871,0,0,0,0,0,0,125,87,167.55410770408216,59.66504465955036,89.56084265426894,123.78864938690786,27.881403325839425,0.22538618267172295,0,0,3.769902193499177,0,1,0,0,0,0,XXXConfid +6859,62,1,1,1,20.525492370527463,0,1.0961261078923257,4.043529570180677,3.7043563577226424,9.99984031668144,0,1,0,1,0,0,91,71,193.58702074239196,156.9296026519629,29.41401658440702,75.87897014337989,0.9747388657322897,5.0315569977182415,0,0,1.3773960683899367,0,0,0,0,0,0,XXXConfid +6860,68,0,0,2,39.93417453272819,0,9.24273404516222,0.5327646110330642,1.086457114804178,8.870584074214333,0,0,0,0,0,0,170,70,239.04403176649197,183.9230202726399,76.6782616495035,188.4672873391197,0.1749467571707053,3.2559087121425634,0,0,4.524796394233129,0,0,1,0,0,0,XXXConfid +6861,61,1,0,0,33.52980969465629,1,0.6916508414130362,8.448133522740912,5.41438408025124,4.717674095411189,1,1,0,0,0,0,128,102,177.3738504669326,194.2481348153468,24.585691500074518,222.39274606965895,14.611658422772184,0.47842443403413704,0,0,5.794056378160596,0,0,0,0,1,0,XXXConfid +6862,65,0,0,0,30.531515493355734,0,0.1451794071304291,0.9585448335831315,9.847203144928878,6.759128926401673,0,0,0,0,0,0,138,75,268.0818882045558,79.22955022634085,85.62726170324908,385.54796355107726,2.508099705839155,0.307459976930442,0,0,8.1979950711389,1,0,0,0,0,1,XXXConfid +6863,66,1,1,2,31.213856268487337,0,13.709142630525072,4.069969216095882,6.148757099068266,8.77261475930343,0,0,0,0,0,1,128,119,269.3216938347748,75.79094242519544,37.883142719866434,101.33238593314758,9.534384696977442,9.014623918456524,0,0,5.765005858434479,1,0,1,0,0,0,XXXConfid +6864,60,1,2,1,22.677545484125602,0,12.121507929401183,5.701564408203412,8.213415144826813,4.300610238784001,0,1,0,0,0,0,134,68,247.36175229372031,50.4300830465557,26.103451011340326,139.71502346562568,27.535143918141056,6.019406626598843,0,0,0.004354362826640701,0,0,1,1,0,1,XXXConfid +6865,84,0,0,2,21.08751284867181,0,16.063758371028914,1.6580274263389239,7.49604252498579,4.565573655739471,0,0,0,0,0,0,171,89,228.10840675645034,179.92345861439017,89.06321037698225,51.24195101558454,26.57040244806697,9.926330870781488,0,0,9.925386209226861,0,0,0,0,0,1,XXXConfid +6866,73,1,0,0,39.813073583964425,0,7.361619746795991,8.728048827581453,3.9443344679304184,4.136609309830435,0,1,0,0,0,0,127,63,282.4416555623626,74.29631886352635,87.99302568586755,158.25407117202383,27.841094679649245,8.843591487023971,1,0,0.35715117684474995,1,1,0,0,0,0,XXXConfid +6867,87,1,0,1,30.415737277736582,0,6.317086555821499,2.3027656500757745,2.9829297175868073,4.249375650275887,0,0,0,0,0,0,90,111,220.16131311836494,80.17245814469607,21.356941791622237,366.58072855771087,25.741795199167733,2.3735038227206906,0,0,5.2470407658419855,0,0,1,0,0,0,XXXConfid +6868,89,1,1,1,26.490629329755617,0,19.435249456247814,3.8502043746011507,9.532484749594639,5.203225444790251,1,0,0,0,0,0,110,88,202.7355193002045,137.2870103103753,68.51368754511128,79.32601840547389,13.380935515909968,4.279582904478101,1,0,4.618762925188963,0,1,0,0,0,0,XXXConfid +6869,70,0,0,1,37.079982995306096,1,12.797561380023,3.5199016447592313,6.788793046873554,5.920783692538623,0,0,1,0,0,0,125,119,275.33547502689123,197.68667406097447,32.26534370595886,166.37747351393824,4.520177677729981,3.748488867537242,0,0,6.632571935332954,0,0,0,0,0,0,XXXConfid +6870,70,1,0,2,30.664356273380342,0,7.284254081994845,4.152669914713332,9.111936622277954,8.486049348349217,0,0,0,0,0,0,164,115,229.19919008605467,98.74305035209139,25.767705714981474,83.52897510408587,28.90665175505876,6.520106184182165,1,0,8.705924456806217,0,0,0,0,1,0,XXXConfid +6871,79,1,0,1,36.15572775036195,0,12.8128082537361,8.702362670282646,0.31416718445562153,6.653608200620521,0,0,0,1,0,0,137,90,232.8254370788722,94.13236821913458,54.923158448663,197.22542717970921,15.758025462176041,7.394169899864814,0,0,7.559859806013677,0,0,0,0,0,1,XXXConfid +6872,61,0,0,3,25.532211685282135,0,4.22634336711149,2.8009717312273263,4.219055639081586,4.510745576940326,0,0,1,0,1,0,92,116,157.72199318664383,166.36488400647437,62.36811483270759,51.064226938735125,1.3768102280444416,8.344546982358601,0,0,2.6983061013679013,0,0,0,0,0,1,XXXConfid +6873,71,0,0,1,29.214036922979172,0,6.314398807602,0.2639018702080531,4.76663412383978,5.202337617335464,0,0,0,0,0,0,150,82,212.57860280138806,144.43385892407377,87.83559226583307,133.12275640191706,13.836662673570132,5.25958804657405,0,0,4.478126297359277,0,1,0,0,0,0,XXXConfid +6874,76,1,0,0,37.91847934759649,1,5.734856437025564,2.5904433859176246,1.8127317042093982,6.97778184088416,1,0,0,0,0,0,137,114,176.29994776153086,115.39772205258706,33.08520463911654,376.4939681125604,20.703495088929085,8.47470512698321,0,0,6.588494294563423,0,0,0,0,0,0,XXXConfid +6875,70,0,0,2,29.59778468597829,1,13.282467827072967,1.2713960478313902,8.06531541611896,9.295084046156596,0,0,0,0,0,0,156,109,178.33863041272434,112.39574695787545,31.433206442835857,115.7758632518788,19.03564443392234,3.8442009106929174,0,0,7.070712311378005,0,0,1,0,0,1,XXXConfid +6876,70,1,2,2,35.59215835544864,1,17.105627821821564,4.548318238794549,1.2644893415287317,8.197806269378198,0,0,0,0,0,0,165,106,276.0414017958211,176.46188836559799,78.30255888418515,251.8077491744536,2.7630301664915837,6.558418635947243,1,0,5.918482587676193,0,0,0,0,1,1,XXXConfid +6877,75,1,1,1,35.83212483016938,0,13.036672535301834,2.6049047138650283,4.278959556290383,9.50657665797964,0,0,0,0,1,1,173,87,212.01412376257065,160.94428996494736,60.510029872173504,193.20790325080227,10.644398966209309,3.350043638300988,0,1,2.180182508063119,0,0,0,0,0,1,XXXConfid +6878,89,1,2,1,35.806099888523136,1,13.076449600026745,6.523343706842865,8.59130087321785,6.069556340039641,0,0,0,0,0,0,164,109,272.5464965866349,157.43772159610958,80.04210847384732,367.3187418325656,4.494165586386877,1.4119287856617746,0,0,1.476535831198913,0,0,0,0,0,0,XXXConfid +6879,61,0,0,1,39.49818583246071,0,3.207478044642007,3.2976740906620727,4.37239394608641,7.117036254731822,0,0,0,0,0,0,112,70,280.8037839758273,62.65833707805614,71.5911292138627,306.97531928403475,8.867102504004563,5.174030486453387,1,0,7.988514360481953,0,0,0,0,0,0,XXXConfid +6880,75,1,1,0,36.56977345059477,0,0.5920778960414252,5.289252660830264,7.543583275968146,8.336231580237335,0,0,0,0,0,1,171,84,259.9584476919569,54.56447742797841,23.69645108300407,277.2820255591892,23.881368065202892,9.090110242757968,1,0,8.671584437560819,1,0,0,0,1,0,XXXConfid +6881,81,1,2,0,22.630944676651062,1,2.328341104617011,0.33460526089975406,4.103678479250944,7.85822733016993,1,1,0,0,0,0,140,85,186.44868713392043,63.322617429162094,29.61277476986841,310.5935918588748,10.535127455429516,4.877707159773347,0,0,0.05537868829632919,1,0,0,1,1,1,XXXConfid +6882,79,1,1,0,16.76048675039672,0,5.09733699951894,0.5651216115221547,7.367997612558329,9.516258266410743,1,0,0,0,0,0,124,72,274.43292967419154,152.95342658486433,26.833466879508137,272.00162065703176,28.656517580135706,8.54623040698007,0,0,7.16133595497939,0,0,1,0,0,1,XXXConfid +6883,65,1,0,1,18.517832329791105,0,8.264128073381773,5.235067975618416,8.456601666245305,6.681212869343556,0,0,1,0,0,0,94,117,281.02686200355964,83.2193287068369,95.84504619115395,61.02889425118991,5.727075112421458,2.2698098696055258,0,1,9.106984852230141,0,0,0,0,0,1,XXXConfid +6884,87,0,0,0,35.58096714734138,0,17.11569626227991,3.7881254559083457,6.051338010683251,9.989399094038546,0,0,0,0,0,1,131,104,246.81702389895827,132.21231626655373,29.886689799455787,293.99106123809383,3.9271429660834922,1.5397100984260081,1,0,0.8484239093688184,1,0,0,0,0,1,XXXConfid +6885,62,1,0,1,23.918129040090445,1,10.327727700851918,3.16853865744367,0.5309174344849632,5.011026304779995,1,0,0,0,0,0,116,74,219.93912329593203,60.908800285521984,49.47039398637613,193.46677123929885,1.2922005047552065,9.254717791183344,1,0,1.1589958133888822,0,0,0,1,1,0,XXXConfid +6886,60,1,0,2,15.435244088704465,0,15.609039976817915,3.4305267262545636,3.3531139575221056,8.412728842076767,0,0,0,1,1,0,154,97,246.96414799248333,122.73856120706792,61.04194914051636,308.3407125857631,2.57809123928911,7.964425857856238,1,0,3.2510691666261993,0,0,1,0,0,1,XXXConfid +6887,83,1,2,2,19.006925912293106,0,13.98083400357393,8.150726657891113,8.369826623058147,4.573938224933681,1,1,1,0,0,0,161,81,212.75802691474212,136.89685397375035,74.04112199643862,328.70662213505824,27.283567110253408,1.4923003791962242,1,1,6.642847441407479,1,0,0,1,0,1,XXXConfid +6888,86,0,3,0,24.226040418678195,0,10.8909477189127,2.938590252939256,5.5308568267139595,6.972506120729781,1,0,0,0,0,0,142,107,239.01654285057685,147.52535232492144,52.25016506452132,306.3846055528933,0.7516158887859015,4.563097207945139,0,0,9.87078000842443,0,0,0,0,0,0,XXXConfid +6889,71,0,0,2,36.7961703950418,0,16.1421464213283,6.830831748185199,6.786050018724379,8.6423613915754,0,0,0,0,0,0,146,118,186.426213544171,135.80587266208084,66.5056112046095,384.10765316627345,27.962676135161463,6.341421530228841,0,0,2.002522107899223,0,0,0,1,0,1,XXXConfid +6890,68,0,1,0,17.828965284629795,0,2.9827471401764116,8.394825679174996,0.31752616479011175,5.736780233217059,0,0,0,1,1,0,102,61,236.6494019972246,173.90269906682482,48.91721625850522,334.38573100486457,10.828249971808791,9.104117322077458,0,0,8.819114923465953,0,0,0,1,0,0,XXXConfid +6891,89,0,1,2,34.42241884848946,0,7.770687451209335,0.9475671266361962,5.7321387750886235,4.917760416036157,0,1,0,0,0,1,142,78,227.11122848647528,58.548910403001344,28.58788891012904,187.78933851295682,4.9264001085316735,1.6051536300204816,0,0,8.734081992436181,0,1,0,0,0,0,XXXConfid +6892,72,0,0,2,21.600144216652758,0,19.391766102136852,8.181468969080733,6.640194710884112,7.088091194267687,1,0,0,0,0,0,137,91,264.9949408512415,181.68352091296984,96.36132187758584,347.4796189456548,20.013785640464373,8.722739080803413,0,0,9.570775942998056,0,0,0,0,1,0,XXXConfid +6893,88,0,0,0,20.097599618122707,0,4.089458262968291,7.389633239889697,2.8787378485199255,6.271698980561099,0,0,0,0,0,1,166,105,190.97571241490797,104.92057278817937,36.59371057506314,81.07513004252446,25.140902588805815,7.729269651714058,0,0,6.156039632488404,0,0,0,1,0,1,XXXConfid +6894,66,1,2,1,32.01380553908762,1,9.30870649975102,4.352401934318716,5.43237445139726,9.624311855308283,1,0,0,0,0,1,101,99,233.95410785673266,57.45417049505661,67.16267487427397,98.68809456683704,5.90368897320165,1.4058212915968504,0,0,4.5445379260370045,0,0,0,1,1,1,XXXConfid +6895,61,0,0,1,39.12175688179427,0,1.5611257867953587,4.0499635474450475,6.555306177849998,7.535540233158519,0,0,0,0,0,0,122,101,280.4768236515593,94.87049018153041,60.94309186391883,234.5201234341356,1.201189759068546,0.23866699363355837,0,0,4.492838029883094,1,0,0,0,0,1,XXXConfid +6896,75,0,0,2,17.857902787323138,0,18.767260655227215,1.3606670291415413,2.904661636047192,8.555256019650281,0,0,0,0,0,0,152,106,186.384436151611,95.41070035813202,93.6497354072566,367.9868766873898,6.458060312181194,8.687479533704925,0,1,9.20495234789384,0,0,0,0,0,1,XXXConfid +6897,77,0,0,1,15.476478962537794,0,4.594670177230455,9.886002294154125,8.120024549170605,5.769463545732796,0,0,0,0,0,0,115,118,237.02455797161457,156.26729364253342,99.67820897542589,294.8023378668354,17.0110030992151,1.9721365659712364,0,0,5.036333990211887,0,0,0,0,0,1,XXXConfid +6898,78,1,3,1,15.299911224725683,0,8.674505178970971,6.354281752847727,1.2634274888256836,8.322873960983284,0,1,0,0,0,0,103,96,242.19719200578226,52.482960636295715,81.28111102002694,145.25374617827902,4.030490878240885,5.173890959228204,0,0,3.7853987136912446,0,0,0,0,1,1,XXXConfid +6899,72,0,0,2,33.2897383134498,0,7.890703150840494,6.57099338260492,7.941403883694901,9.878710516362112,0,0,0,0,0,0,166,78,283.3967968922141,92.20006442522003,81.92004332759814,217.39687253340273,11.114777374300154,6.30754331001179,0,1,8.327563008451316,0,1,0,0,1,0,XXXConfid diff --git a/ml/alzheimers_model.joblib b/ml/alzheimers_model.joblib new file mode 100644 index 0000000000000000000000000000000000000000..df629dc32537e6b9914d186e64c52a3a648d7ea7 GIT binary patch literal 1919177 zcmdpfXFyfQ6YsSlcI;iTcSXgH?kaXH*t;M_FDgP1Yb@AH&{(h=MPrPyVu=;K*s&p2 z5D~C<1q-4v`p&&)etQnb_|7Hye|e7&%-u3Ov$M0ad$!C5WnDHSi^1|2Tx|4+k={cB zM%DHnHQL+PW2AR&x1oLk-lGFUf{Sz?GRn)(x2+}UJaWkB(LO_cyaPg(hE$stGC8Db za1JS(kMEE`zkrb7!YC&&z*{QA)12LVv{XoIZ%?1mK7ONmO7Z_#h-ZLLpm%_jBP2NM zFrQIAA;Gqz{YUx)N|92GhlQ0KzC*^ld3pN>8bi7S=lAs)a(H_B zyA2uXZych^WamaAa~ta&V3trwaJIU&>({OqGR7k~_b4|Z+|eN}Ucq)E=;l8pV2JPN zkgCR9#(YLQV}4@+V?kpfV-aIvV=<}O@_Ip<2QmtGJ!8ykb3Gg-7J|Hk; zp0Q}Kt;dj&Lq>U;i_2ve7PW!M3DUZXv-1C0#@By> zo4=2zq{bn^`Ma2dEdv6EOz0z3(O<2twxh>*Snwq|Td+ccvybu`V$Lh6ba1xO#v%Sv zbu-VBe)|P@nYAyIv-I05aDo(XtZQs6<;v{SIAq@3IU(Ics=8ze&g2x*rAwENU!_0G zKNmw_h(~bFAtOinjdSz$waB=n%%O#jqys*~M)`V=3Uu?B5Gd)Ei`^KHOkbgjndrx| zi}b@>e^F&g$8#!55Ms;`oJ#~H@eGm_!dC8>mS)If%=_J@Fjg_QLg9`>46! zqtYJ6sxJ1%YA%_K)s3~NTnA%)qoY|u#)ig5#>U1b!I_7u=AWCl%oTYa|N3|YJ3h7ccIOj<3p@D9mMxT-9 zjul`rS`^Ao_DSl$fkw$p8U4(8Y+-|>PCv?GtwdK0E-G6+Z!b4(N&#OV$&!y6<~GdF zEznQ0bVCC}0xgv>nj2KD;Q!R1E{545MjvCKi>(BQOVCb&BaEF~ib-&!1nnj0E5%op z;3z5VAVEKK$z$p&RW=U$R#jXY&kh;m!d)`C*h$?;v_Ph>=ojb~g%t$~djIEpHvO;m z+X{S1WG%AF38h~j_Gou>H3uHrZwTR)Q1Bxbg&Z;ktdAP7<8>lCPlKX=&Kix}qE~Qa zqiBN@MPx^U!4NTFTMYC6WqwlGuD4kv5&XKo`?yQ%<_Y@5mH~JOOU2lQRQSu3^~&Q~ z*~4R5F~a|?WPs<&FF_n+ve6G4f;o_2Fu0C+{)FxMkP?|W%MFI|C)}>THrcg?ppSkB z_=SE@F%c*Zbe42mGQ+uaMUHsj0c!F4kNJ2$V8smvIj^lU+hbo;Zh>!01(hRM6a^a$ zp*`0eG+lgCy_{oG49idTuiq)thMtRq1plaSPQp{Qf5acxKbflDP8(ch;t95x();D@ zxvImLKn^nC8&J#t@L_&MkAx)({%2-u5Poz;A%UNZ3Mxdf017r3-1B9>%8ZZ7t{LCx zIQyC6TQ&9E_-tFC;6FFT7bI9j!H+&uGL;#Y?*03RyZcyIieKI&!D;v2p#nb-#oKA1 z6pX&^mCQn&Uc9}xZZ&hE^eQK}^&4uV;OC|Id;}p!DQI`7?>!dL)oc2vqqA5GN06ah~K6f~{cw_QT20kYo7}2{`RAYgk zp9+H9Rr=%qCdXToU3BZe`<6V&Ag3BxcKv;?858)R3-}HF)myy1_C_=GuXg3C4ttf? zdi|H#JLrV|H|I@>^CKJ^SWVx8ACbK|?84VeU4{<)qp-k-zL$~-8NjC$4CquW%SQ(7EfC*M;6v_!TKSjS(7OGMlV=#(cawLFbJS{Q zPULj;N6r@=4*BixTl`r5Y~=(#?0rcp5dB#Sx_j(SW@)Q0l%25k2!ovMnmFI6|D~hV z{09~JGGyJ$PzF8C)XUkfPo{Q)KI#pqt-oPTr3g7&TYJZ9Z}4v!pkHjxEUx?`b1-AwI`qWvpSd~Jg0M^ex}YtCdg(qYi{_5*J* z4@zItaQfR?N$vu_BE?rD2tAjAL6gh9G`(y0^z-cbmslT4ce(EowKKRsr=Xz{{isS1 z{Y(mmEj$!sihR|4ba1Hz(f+wV6hBZqigU_ts7ybq5LDR@*B!^+nd}dYKX5t!ErxM= z^|kTk`VOiq@S(SW-{>!ui}oLBR)ADHtMQ*u`+={o1xmc>#;RM5FO!cAhy9;g;z*}# z%t7E+mope(-(aVuXou1%VJxV@<1UE{er2sF-^s@}0#;P&F4_8k zK|@XYQH!9e{T6Mhc86{5+SI||eoe@~=k@JF%KMbbFnu9E&G-Sn0k!-;(&;~Si0^ve z@^3rlNeY`n^FP>CdH&}l_{Y4U?zi}ZUevl`;z{;(e{>5I^)DItru`tVMx3(i+8<8i zH}p>)zYAH7FVl$#hy2XuXM=ma4B{Vjf?d{*-;Pv~W&~C3pBA|^g$*oR`t{HA&okKR zwqr+(YqPPlkY5ABYe*2|loWJLY;fBYx_ZOqCfD~djB^`~xK^-tb>Wm_tPRY~X{_y+uE{v*O6|3wE6?N3Q5Bj^JUP>a9$ z!u&GbrSEUZ&;84eX|H!>7x*oS-~I&A&!nJb{_}ayjIn-=64>vQ9&`HMv{uXf1^=+? zZ73alNU6IuKq*6sW*LfuC=%PNctf6o1d6zYPTckQ<;@ ze#VazoF7%Y&hVZ7uut-o9CvDRkO3Z`7GKVH$_e#4VB#sJTO|d4Cn~5jL98Q4!KA9Q zZ!=dKKhgecEbAww1U~2j{xf}L{+&_#^MJ;G@GsAw^9%Y|m*`IX!%mokPfLGfJ-6AG z>mQxK22%Q>_Hmc0PZ}cR?@ICA2&%@vpq|r`+4il~0%x{NVEril@v3X%H#}D6&!{(` zw*D6v9jR3I+ARh>O{ra?)|ih2ITdH!_!D8<9C|&lpkskXeKI(HMdWG@yQH<>J&6(2 z4}3|`{#>P4lfz9@^R&~O8NSaf-)~=CIr8i1p>gn)TbkMAwa=cK)=V z){oKt<1OpQB{NJP?Wfg$@C~TtU+?<^cz{}bxmvN|m_KOkp9j@@3_*+&Qqcd_dob19W zXz-#R!w6!Wk%Hql#J*zvx5ou9zIRis-+L}A5$3W&X@76R8%j_$|97ag;wI~|r+7n;lP)*k`_^?9_`?Zr1VQw3Dfr}0!;K8r%6=MRDvq`+m+gy z%&ywqsyWmDI)i0R%;Z{rUWs{mE;r4yBh|-X*#4ugd!49EuMnhg zbnNbThLxxE8AXdH7P_VIKbPWv`W8Q^`HSnOQzO=VEYUMo%%A7(=-OiJI%WQYem$S? zF-}WC`{T!6v+XWUMV|$q74zp6oe#I|yDa19A7Gb!JLc*zrh)b2fAW8{-*UBXIzj)m z^H;Pxptk*Gd_{kzPrEmDZ^33M@-)tb0|@)-wyqBqjlD* zb%g!=nedhn#CNI`4Beg*$KKqj<2<+IZL$6}Z0XMYy?ay?_=^Z{F+s(CMHDNYC&@He zGyXoJ@t3me_8-0e3%LP)Pkyl9+W8ys0RI`^U;zHV`+hYTFn>2hrQiQwMuON$Q2YJx z#J%I5anqyN1xlX~>^SVx8fE-kPVpNEs=$+bJCjY5y6tXUHsYLEKW#m8$ei;9Te#Jxq-UuZR)x|lO*-7;$$iCstfcrg1XcQ%+_0{+eiU7)@|q4& zV*b9h^ze>P*0mP;vx@Lm6NH_Vf?>-a$C)CwR@xDJHd2f~i37jPe?8k-;G^9Dwe9Eb zdSy$~yH~~j{kS{pn?4F@#EG1){>l07g=1Y<{(h=$HGZs){rH6#2_=|^pai1(?s?2c zx_&Ku`&6P>zyBH@TEH;Bo~Zvi%D{dp_b(gQR4)DrlR z8=zKxSUf#EG1h@{1JfKmYFgQ~CbV;%_8I{ve2Xf)upu|2ulTSY5~~ zf(22!!`WV0R{iWH>i;XnZzibvehXSY@flm$H)|c!&V6hcrT<#f{y^XfW&Ls!#s5Z7 zHUD#;<@%RNjy~n&Lg__5=3n>aTpvzBE9IxuUtWK+%`kokA{c*oZ_PJZ6#BnY{1$?R z2};2K#|o(?_Zy+hN}s=;I~~X)KiX--}avFU$UW3(@}DD1JLZ)%UNzeadULb^eic zANoX#@89FyZ`^ZeqU>LQZ$K^oVg2_lKILN)=butSaxJbprvWE&y6wNVN%01@O_lYZ zW*;iID;HV9YW#aT_GcF{vX7uj|HD%Le$8h7@OM;6k6WxFrEfmJBzE>u#eRoT{BD9a z1SQ})WbHGSJ6c{pfc&-V2ap?}R(>cB?XuLe{^`gOzlVP8C8*Nhd z4W|7YjQ`s6uizW-pZO0H_D|b?|0KQ-qCzS-u-W}{W@9G~Nj`>eU*N=ng`~k+Fh}wC6nZCcc z;QugHq>j@LTf2G{R z+7gt2yI0!_CZlHm z-G=txkqvwUYWe>keLpy%Ui&rszn}}Kr7!dO{qMiiRFN|T(NCmc(6Kgmm>hl3sWGKz zIni`j#Pc3PexM8Z&-4w3T7>_@s+?1vFYLl8s5|~3AM{VV{u)UcE)ayCNI?g?{gI|5 zYJbd&rfS;%9O0cOs0OAMiKNySogf$O`76{L@O$-#{ra!pe_Hzux`0~xSbv9HzF5vb zD&zMhs_+YfkdqX2U1oonrFH1BD{WW;3#9aFm8K4CIc%6{|0s%oNKn;(B0_zivfgQ% z9gh8Yi#4b80XtgloN=zdz`soK*9oe=|B^pdO)+8q0R74H@`v7Yb9LvG-4IPbt`Jns zzZSjR7H@K(^Bd^@IDZ6u$PG{{KfV5Yl?u8>P-XwZ_7#-wUs(PkoFEtN`Ek$%)Y7M7 z#rfxdt3R+Gvi&Z`QSJ@;5lc`ten;m&@y_(9)AEpC@5QnTlx}}AW%9M7O8>n{@i7EZ zPbp}Zc=ojk=ZCUWdgPQ=8{VEQ$0=xa|Hu3%qxz5iH|W2-|5jAczeSA15mbHuNB^-m z(bTx>$5pK|-xS{;KUCPT>}IEq0w3)L_`UW+zmm_d*BAJ=iEa`>mHZ9Ye;gz9AM?*d z7uQBhhjGz=;tB5#K^6at+)ss@7Uj#^`oz-9V*K0ewIT4@co_0|4x;`zt~%}vS0RVOvvvw;UyDPeg7D0jreF9PV;Zrzj=km{ZMgqGfvrc<%fKj ze`)tWQYgbaf_Z>I>z`XDHFK@^=Mk}fduhSU-u>4%7W}`V{BH@W#{cLESyGwp5jOcI zixA&GhkNfRTk5zY2N|>*ptk+=^cQ%5T71ySO+Q{OA6KW$g}PSL2R_DM?fNI^0&3}F z{s#M}J^%TE2-swjf1sVD(38;lPuY~>y=(u~DS_EjzL&Kg44P=)UdTU<;m*UHQb3ow2o)_4|*M|1&|A{axht;1G+wv?|26bE5cu{-v_((nBp; za>{P_L_hu_sM3G;Xz%ANn$AyPUR2=SxDG9h|GV)6atGAPzbf6og8a4fpTCLktRz1b z|Av$g@7e0HTWwc+#|!sKv+p8U0Ute*t)aTKx7p=O2Iv zsKxJ2`=_9f^Ggsj@Bp>=a=vJ>{+LnwA>%9eSG4y(m(?Xsf^EhQ897Gsd-9EM49V$3 z<~eXH(n+?z+b`50dV+s0fDr?I2vgUP#^i?Ftz;oiA+{UeC(L#{C2%U|nG{MF`e zW&#U)QF&E4?tP*CaSvDfJuLHM%QuEg3nSPIUqP}u^TM^dk z4d_E2a{g4-!O|Z6c|LQ5b8qg_$Uk4MMSb}>b9=kD;&*8O%2K~JHTn6Ulizi{?@0Vs zBmN4AFyxPOt8)7m;E=EOKIwCdesv>#N@d#no-)71M7p*;wDn1!zoC$qTwf&&{=hHJ zxogYE`eRq~LC`84MSCC&e6%<8SuWo}v%Z*KMEHOvH`b>LwXmisT~W_Hc# z+WRS5d87QLmj3Qa`jp1B_C)3%{ZqNG0l6U^VdxveW^s*hY{O-HQJdstC+rK_Lwg?q z`ik^_<{$P1>vIN!oZp5Ylg{Udr3G=ze65lfUuv!Vo?#Ajh<@N8@=vqt}Pj@)rH!L5{sc zjDrSq%lxQPPk!!MmTDfK263~w4Nv95UO|3N1GeW*j2y&|(0H}yLeJy@D+Y11`j!Z2 z!cVQq`tEsXZw`6N{ihjsH!G-QuOT0lCx_FRMW3bd1L>#_!VfflD{zhy>BujS*X>BY zmHD`O_d7N}>@4&{&RXAzk??ZX!Ec}3o5TN zM|sGP^1%Q9y*!k!)ED~+kZ*eXi~O(`He!ARdXR_APZ91ms$JU-qXvrhi@tihdiAOO zg?`BMv!)`9{)6)5{$4|*Lm!YX*RPC7$9x*{OwUg$!+Zz$fRG>dLlLjt-_+Vy&_jDd zUclG(Kbapz-be?&&Hl>9inY7*CgyY9p#ynkr@ybodN=3Y%pKmp2QQSZ@-M6BG~uvs zGQKiD`lh}b|3;t({?OhCWBw2ODCfug){gX1;a{egM&p+qhrKgTCnij7%~7sAU$4(c z(R>KsACL#;3tIkAAEYCU_CopC2Y|g4=^Fb6dPqkYfH{NM)G+eUF}Y z{Sfsx@do819sQ}axxuA<9q1pv z&%l?Q-(IB4^(!LgZ>aA->ysjHvHvVJgay}qN1y-PeRLX7Xa>iwYpxCH_q>tH#lK-GRlbaY(2 zX?TzAeYSi`Wc4ZiXSUP*#qI6_AM3DKXI9a-Z{G2fiMtrzXPI?XoYyStUm|xvymDR( z>!8@r*X~zfy%6PNza4UurKtSZuGbZ!^-l1a(e+N8*M^+5=k>4-j`djWdi|3%c|Dyy zcQc&#Ip#2-+4xV^``aL~8&E#%4C0lV%fGbs*V}IcU)ZNChJp?9dGG$oQ;YR;ie=>} zzEHcaN7i>}EA}g}4}*1fmHztsEqP*!%;gyIw)_RLU(x6I62IsbEjh@by|EvPeN`#l z^;F~=QU z`t$yvgZ_o_AMtwar?=m!hYvcCuXemENEvX>0{u~nww#xnLi-(vm-joYzi)k!_KVPe zifZoLTFZa>_EXl0u)ooq>Y>%&R}XU*8?pE{yH5t=XinF@`%C^L^cVIHc<9ekaf^12 z_{-GMf9xZlpAwi4;SWwTBzNpIgA+Nc_iJI_FunsH=U6eEpgvN%#ox=ir^YK`JrbBF z(SI{@Y3^ZpX9)h$->_|f@+5qV{$?%rXyvPVw^>=j5B)l++KMSb0>30NQV|R(Fk(=% zcc$yKUyuDnmzve8wY8bVk*yT{s6Y_*PDkjKT2=erVQ`(#g|jiP=$U}C5U=TL5GPslZC%N^k4bBd^Jwl zb>;uRI`07aVcre;)#*nKf~x-G(8A*hOKP_M@WcZl%!ksu2Xrp-(qp9PKYHyS)OL&0 ziN}+e7vcX=Z2py|T}N;V>ej#B)pCi+x37x*=J~4|bgI~_oWQR|1=S{qdP+flw)0;m z*UHPUlUzT^8sm2-y( ze*?=ud}_5S(RzOYag2cZ(RlbW>l^dL40RPLHnP!UNv3R+;^Hl_nk5}ejXJ5{;-}wV(wA=h;L`ckbY{VMlX6VgDG#cOj^ zzgCo?9WpA=VNIq~Q(y8IjQ(9Mf1Ndf%?EL0bEY5AZ;W$NbSOKTXlj4*{*`%!uZr`| zwYQy{x~5ePfv>0kdgCALVq4+^-$_!?^4@|MotMo<=__gsUcbI~M*XcS{sypaM#bsM zU+??5Jr&fMph|y&>U+O38QK&nR;a-`hH>ur?FKc<-RQ?bzXSc~NKiHZi3oTS%c7^A z8h2&qF>zkE#~#OyK!!8$4{1u{K z_xKjy;ey8lQ*tiu<~8}0I4}Og-Erftlycyd-O!DGbSJ3#eoD&S>oK$Y&Uw9z+Fy)6 zSlZw_+;R#z;ElY16njriQ zwG6HjGiO8<4tzcNAs_St=PnSRQGD(E&zlO`N>JN>hLioPP7N5nHTY8Et2rF>htiJ~ z1Xb_!;6B8f$-eBO*txAhs%U>z)tqdo;F$4<`lz@NS&8Md2&T%id*1g7-P<)F)S7#5) zZRE%{f`0fDEP({cUr@j0cUk{s`8qC1jT8P_Pd})i?f0==II@kTAHD=t-_Q$r z{iU?k_%fZaaI|YdI{yLsW9i3af-3&)oOga=E34#MzTosl2K}`4nsxfwCRkm8e|@#QNF1 z(H{586&S=RyRQ891+(+JN}dz%jpg3crACv@9jwNe=_EN}oneaRy`3M4kx2wq^^f3x zd}N*Iz76aW{QbgC>*=4?U+*pQ*GuGd>yLcs{~4YCdC>X+@U`Q=9{)1^d&1wKcKiz> z1{V;tBPap)gIN;Ua)-4Y+t0ryzW+WQ-&y9-hTcMdrcwT2f*9weVA$IuAK6^Tr7Oa6 zM+$%U{kty6J#Cq*z@JWda|o({^wi%olRtewW1nT0W&Y;Mk#7e5m`PA&f80}xCa|43 zHaR69xFYTgKfSZFUyk20Za?w;q5b}zMRaEqRFA*IcAqf4BY%moA4ADsB4xK)e?UK@ z_8WA7uWkRilwlr0Rr}i=9p9=a3 z1uD>Wd-fD&AMeqjcGivJ`*maf^O*xyv=REFM_(>3!YL1xE4QEZ_CHMHulwKi|9Ej< zTigE^5?_l6s_d`(xxe?Ys5)!r6fc@6?(0oBKdXI6UFE*(&xE&#AncqJ^f&al$&%>3 zL-fmhmiG>;XHEVL^!&XpBfggt%ui4PVVPQ|F|T1|mhVkDCC-oRn7MfJ^3lqDYd!iX4)fYW7Joz5 ze?Jb@89!DMf!_&Yok0rv_sVvUxptNPW!9(kB9A_7+rF!t(4SQlznLJ~NeU+WUwgo^ zPMfy*<=tDt{{Mb%V2yeyoR@<3rcdX@{68n9WB!l%%X*3rC5V151q+QldeRgg zRrg>`>HHn+!kcL+>uy%4%qhFo{DZHIe*fdW>TE<%ey_S@2I(vB#c0Pb>-x|4@4Idy zzJ4R9vcLXWUZGQ{ zJoQ7>oBhXe;BTiNX9=q8M{;nT=WOovta(qIjANJ|cfT8!>*5P#{bC2-` z`zrnlcTxO7f+~Ff+J*zBO`C%z)Q^p0O(^|r{D)SlyqBOKM)AA9#UKB)YqBY%OX(XQ zibV;3&!LV3Csazy==Yn!fcC@vHzH@)LqGl`h;dE|20bhPjJ2w|wo}#GvEsduUz55t zKKHH}r|gEk^kW}E=(!Z!Qh(|-({l3niFn!HXLU~5b^9;gyTtri>u=Ip{YAgRd3w;_ zPd^S2L_R5)>~-^lY0`JjZvtPBzTW&>4_~GeCf1L&_j?WzBZmp9_>Xwp;E5?H`}Scw zRws)2`zz`E-`RPbQ+8eXBOm0Cdjg0*LO;R@!cIxSMOi%Fm_FTRrZG1XSw2el`rPvV z#}SJDSXY1T{+~Uk;tWUW$1#E``o#uCq_Bzu|5!1g#ZBRFzm{?Mk~PVSzi#X3EB=aP z{{+_SZ$(=Ffc&)nMk0vs;{?%9rC`v7z)xhBqMgt$b6D;-wc?cB>h^>E*Uo>etG~g3 zb?IrA^&drlP7))h2%?@+Fm$eW6l-0*^lZaV5n}%5*2=lXvp*GoZPwC<{gCyqAt!Q% z)AZvELDlz5=rOklQ(u~YV_x>>zw(!E5aWVY|MmDEPVe1fT+qIE8%cbhBM3gt!PyVe zSn})lcMf|W6X&-oUGvG@ptCZ6*P~CxigS+J{ac222x`p{uZQ14=lskCD(E6X761Ng zH-9qqtXa2EM4^*n{I)IAqHR*7x7GCZ&VO7Yx(^6K&QdTbYsHW3`lsKGD_0$7Sl`Gy zw9#Dq;of5WjUv26f~xsPlH1{rEa`a7?Xefb*&IqQB{}TfAo*3m{Qok=#}Y(8k%E@} zo3yr7%66Nzp9N9+t9HlA6t1SsKcXrA20_*LYj|7RmCXOeI2E7+-(r*_Bh!aEpE8ROyd$jW69T{3FzM{al zw*D9wwCktwME4HCJOm|RS$|ka{?^ehu@-;prA7bKqu+`AHNh_YJAX||`)Tk0=+T#} z6CIBA3*7HSHIwMaU4p9q?cca; z<*TIs|L=Z(N07fuv_JfXLVnAt(J$i+?X}DA_{qwXuE}$k-PPEJ{ltfx7e=bg=jCp@ zg{Jw9=4B*7H!{s2|1r+O9|Z2VhmwB|tS4Yy2lhd3C){sV`~}GU=Ly68Z`1?#`j8I% zHR=2Yk6G4-f8awT zgj%bn^UoH4D5H3sba3^q&p6?K2zd1^_oaRLElM9;{8;{M4ZZj($zM*5dt-U4PkC>B zx$4R5N%yJGlnUUo{3{86T4;|HvxBCi?K#TDJs*TEP<3wy^22!o+^2@QvDZ9_oe&pkZ)y8Sn=0`dmW(vw^W}k#YT$z z^7qXC1R9PI_-KzQl`p$&_&kK}Yr`K!W^sSJx|BR{57JYa_Wr?S%ll_8B0uVDb`KO% zxQC!`@keu{JBM6wj$f;<;2-i?+Gfhk-`%>Ce%cHEp)cbt{KG$(4cDGeNBhe8QNIF$ zkM#6ycop&&VfHWgX3+=^e;{Wp{;GzG_IYmce=}5+gLBpBzg`yqIs=8j1DXD}?Fahu zxvUDJJXya`U-W<2gEY3;Vn6z6J7QMOdb1E6PFrkS_O^N+KQYZJ=^Y!%h2llU;ut(qr_DuF4RgLsZX-~)#{=Ot{MOD8XVATH=|7MVHdVf1g|3kWV zJv+tXKMDSB9EATH=yO%_Zztmy;qa$~u=ack^ikWN5Jr7a|MdE*v_INU-oLC%`qy3f z=P-B2^Se3=eU$y1bQbcnw1>*iI_QHxl#ej@0ZgBs#?0o&{BCJ_eqkS;Ff%)5e{sN< z>1q9k!T(2Qkq`S5GCjpV7}^`TVn{%H4C)91J0*-Lj> zb2W2k;ZG9lQQ)sp?j12kzlI_m^BbgtKZIewP%n%Z(0_!XU&trR(~jm7g~j-XbhMYY ze9%WeIjoFF+A!J!`L+E;&YzhhUAsSX*sIpj9VY^4{@IlfHH&f1U#^ z<5efV(c)jL56Q0ym;K9i7XHf`SmfJQ*f;Hd0{nlX{yli;XyrJ)>W%bhd`@?)Pm0^DTt7Se>jaRdLzj%`Wp$h!U z#*H^Ui)vkY>BY(4KKltN9 zSeAz}ej%()m)k>`Ps?FxyrTII+C^?p*f(W-5c$d9YWn=&@894D`2XD>(!eYpqyHcD zhlB+-jX$K$4KisRB1uvI;1S72{w&A3>_}<=>>EhI`m3KW5LCn*^1TLUd}W{h&HwOK-k&G745cX@`#w@IV#einZ1v&M70Tp{759m!?mPFS+b88b zGR}Em9UA3G_!j^F?uVbntk`pnHKX!>ewq8&toh1*HtL&;(pCJ2EgyHs)RfMn*QfL| zwPG&K2^qjCXuvv^EN6r8J7h`!`;Eze<%@@%lYbTafy-)!j9NWjd4B-=2WYplC|Ki< z1M7rxKhF4m66z<9^U8W?y2TwSp!J6Yb~4isnZEK}rH5aSVOB+`^#)KFYQuH*4oY8s~7P_z7{Iw&dvW2_CIFaFnZu zFX#Iz&Xa2CWB(ELMmtM*mh)uOX+0bLRDS=tbO!1F`}*TPEcBv6i48UFt0?;+*#E*g z9^{kwZ_nO5HM9Lk?2V*rEC()7*Yfs_#xrV6c-#=8eC#DVMTtlTrRLKO}Ox`rq>( z_hUP!ANVTt!HQgMQQ|h;dvBuFQNfg_T&i<=2n#x5Rni&ZS+eXPKk)pPGbMi=YZb)G2z8;XXI? zC(D)+(+}ROoZmhsfIO-oi-%%0MJYULUgze}0_;WMxarHg(hwZHj1{`dS@P zKKhSr{|a!#x27L11XcFS?w4n;O`pBS0fuZi=V-cPHf{BG+c>~A~5Yfn&R z{|w$Nb2QymV%u#7{n~pZ ze#EC$%J_+SVSmEMca#*goQK?Bd*zZ8Q=<6(FLq~EiA?#F`(&$EaUMMOz^t)V9@Q22-3g%wLDl>% zdRxhtWIy7aF#c=b)3Q!~wBPTx9DG`f54mXVM=vS}`hk8fMe|`{XW6U&@qK9Q^JI+w z@4vs?mkR1fP&IxAnSP3Ajv9X$^7>gto-z80{N;7`B39!+Ab-ZN-`e+Et!uwW!hXo( zM=?QvAXUVhAm~WJphdsmW92t5Zyhy0hB;Dt*-NVuCKOQa^ADoon;h*q1+BIpu)o;10KOaj@F1vKKS{p3@S*9!p<5k0nNG9Hlzybw zIM;IP+j0sT-08;_Kdt_mXCI4e)VHv_bDUrt*t-o zpZ5D(4J*Zk$QTuH&a*^NwYN)!{6`Vq4T38B6U|L;*xYGdv$ga~V4)CqbYtoLDl?WQSS+RsKAGIV+8<7QAHz0NypQ?3>&xLB+4S^} z)A$Mf(e6KurGmy0RMkJJ`T7SYUi?(EsBAIpS4tlkJ9FKFPQwNNdh~5i6}#qI_p0!R z9d@*RPXFmcI2EUBzqXSzfOAMdB5 zU&`-cl;+mr%lRIP?+@+z+Y~BjDnYIN_dio$UZuDb;y&7i;4X9ACM)}YdhIV48x~%f z%AX@W=ltW!cASE`^)I4xpK=-%w2+{x{UXY5dctIbH zCE(uX?+5H=Xhi0g<>DB=Po`A#+_BA1S$~{C`DYU>q2Nbvc>LHD@VH*SDM@!&bBfqmz6Q(v&dUH6a6JnOpfN7iCpu1^WutzZ9&eO~ME z$$1CF{&UeRhreucZZ7ES@gGe0(b2BHO$NO$R>V=@&nLbY5JW$df?=btJvV*cJ@Zhx zUr#c$>mOxrKDl#`3;dr5FPI?uxfBeYU*jDsK>jH4{V2aDm2rR6nEz<+v+LDg&!4Ft zK2^&A`N{V|8gaz`Oh1+rROzoVywMrco-zXudCp4|?+LV?H_K;5w$5VwSVVYB399rb zshEv4et%q$P{uPxtbf+-J=?GKu9lp#8y3@#B?OBg!C>fgZv9Qxh30|hp((3X}|wMh>>LkRr+U_bR>r5PWqh1>*rHq{o-l;s!ay;Zz|-c zM?b>h;Np$RJH>l26Az5&-72ba2J3%a__Nclf36_DR}+Mtk%CF5^ChzKG=G6zt~>P0 z+uyb~6#TCwyj29zPo$uG`_YLeIXcn_dLiG>sK_b1?)ZUxXg}@vrzbz)gD>s+&l<|G zmLT|)f|IsxI?almSoib0-xJ09dDO(=UbarvIAz!6AN@BAA!y%&u$F)5Kh8IU{yO@x zo}fzq+!GHhWA1Zgf6~Cm{3T=G-^%{U|9by%1MwYBP-TCj7yr11UF|Sn%-`D+*?mes zux)EDn_tEV{o9Cmf-3tF>M}TmZ7F5%6?G$lVV+T0I)3$crV#@FSHjy)P^JH2eV#vN z(?4z6MoJH@W#=(Hb*RAKMDf27RLMW0-kFc4iNR%}lS(D9_LSb~>b{BHD-Pxq z)YTv4L;K;JKjJsjk3R^apGv_ehNNgy-_=cOR_~w4oGCrwk8HP=t?ADxX!xCeY$1q# zA_bFbtxRU!>HJC=O5fzs;N~624x;{g`WxHy^M!KZQNo{WFPp)CovziEQ*pZWKS=j! zQU6~o_i2j>{H;{bHiCswu(W@Cx7Y_3OY_G{6kjOi#_i6TJ6X+tPq#nw6+L%byoXq> z=B%#cjO{td=+z(RU!WJ-{=b6?3L^+RAq6exw+?n$IOUDQRk8jQW%g&hxGSgZhMn|d z7eST&2YHp*XL8u>U+`hw6by}e9LGX;JB@6&^rpBEeHHb&N>R=Evp=ca{RCl`%|Y{f0$XVP4f@~n zU#`DFueAFQdi>-39okR3esz%eK12|FNZQeVFJTA*kyAd}N&mY&)HQgZ%Lx9ptQ6e=631?}CiVPjCJ5C=rMxsOrBCjUGNS zIT8OJl-~XPvG}}=-8lsf$LPmdf?D~H%6DV`g-OypoYK9z&3fy)Sb2|vCTNCJl&x-B)nbZ^NiyCH&p94Cl&l7jvV)+d{Aeii*^^|kTk`VOkg zDZ8%yM?UDEcK&yQGMq$41y=XHbDv@T4DJ7d{IOfx{$t4>5ac>DTZ8bUD++Otu~vW3 z|8Vac_^0W|8G@?yuQ0=r53D!6hntVmP4phFwfxIyk>S`sjz4p@#=_%OITfcXf4m0- z{NcEGx_iH;{4c)=ZD#t-+OY(Za7ar zE)c|bt`v-Tv^LoU`-OS^2ebWIQ;Sn}-TEV+7?&*X*%TJ|7b(Lfg0K@(&^7I20$cPS z-_xy1?~y_NO`YCcEi$;Qpl_Z0mHkug_upmW`zk?|{KC2%O=UrS_U=my+{YSFdhPIW z*FL;e_AjF;{t7`=|F`pP^T`xZc>307b$(~HDgDJ~-ivM*$RG5`6u;|J`=|9bqmNqoO0Sb(4e98&hYU>ir| zZ5sF`k%{r+he0FUt|{k-V<>+dL6!Z9o>?y0l=j;BLcUkZ_e;>}aZWp*iqqAfp0s`h{gKy?3UJ`xrXMc|qMfB6 zuU_Uo^V)c$$+jnn;{H|kozH$7Jyh}MA5VDq399YardBUZOKAPF4yDiRKmKB&qpqBS zhCB2liJ+?eA}VHiY{LB=jGuefyFU4xP?uA7LjwIsBnUev1>JilykHoAp?~maXzloc z^TUvzcK&Bw`ziKEyZ&~U_`XL_CBH?DvzXuGl;6Vx|MK}WW&F^ikMSS#hkrMIDd%6b z=Vu-e-_HqRo?#B2zx|HozB92y$&gs_o=zR_$co$ME9>VE3GWF(mHs7nD4t^K`*DKv zqiWY#c}joL(y{E>-`a2r8XnP)#{|*Oq@cwgSO3j*hF+bm__J>K*OwW&T`O4q{e$zj z82`Q$DDkEnE5V7JZvT_>De{xYA6tR{lnQ!A5Ok!VdyTxGn6X}#FFPDBiu1SjGaSF1 zykh&IyGRy%E?ZGzMlT{{g3lM?f#ec{?<#XcQQfM`j`9UXRA$i zWtUa&YLg(&Z{+H7&ilvT8Vdej5#DQp=%-T9vVMT~Br&dKwEv*}(SNk(FZARmv!$Hh z(awKUi0?N9RsG*EzWZ~r{{sGxKW&+Rfqh2zUn0VxR|hQPe@RZ{boCeOx2V5%{o)-J z^cO*O`%U`zgx!mI6Y}ow7_tB4)O5CEx$VmO#e2g0L{K&UIxM@N$`;+Y(8t~NlsLaz zJPLP)j;-8rZ1y7kv<|1>J-Bf%ml zSepM%>i3dG*XkA=)%Opv|B-siHTdS37FOFI6o>Bz%ea++^%uSN)6?HA|C9SOpA~=d z2M_H}Nh!loufOR>c^Z)IkRa_}9{J@NtNm;kpBNCsu)d%BbCr`l8;=(9`$GB46240Q z?l1DBFx&7&CC-1o#wJj{_rdeF<{Udp;D4p~+=Q>vU;BPrPP4fsp10Xr=CXJXtMYie ztqr~^>*of-%T7==e+j)fHJK%^$?NItxtp~jI$Lt)bgb4)@u!-J@G=urt=~j1?e&f& zjoF?3+0vEb`y+qT37cxiDDQFUwI7i+;QJ$=c>*H&VM2TsqH9ACc0x)|PW_a~;^{q3 zjLX{nldOc7jUdXEVCa%5PfU2v8uOPmRc3qaiz>yD&szRrf3)9k*5NDfL1gs&8u$c# zdH=^w@NY}?&P7l)|8XzA^&NB1HrKn+%gdtwe;7F;@6VHz{m&eP2mcJ9CqaAjd)5`{ z`xpJc=8gts7SC=Z=LebLA~VhtG?Cvdhf~Rq59*!1(p8$*Nnc; z9Ok!uwabto&hNa4%l)F*T*ZGtUc%2$P&Iz|zbbdm^l8JS8ug^_zcN&j+@Zs5?|HQs z{O2P)yqAe_R?6-_;=luwJIz0H68@t;$y0LNsVVUF@;74SPiUPml}tpD4TT z_$l)r<^;QO)+U5}t@{*u(RT^gHmYE;lJ=R|S;VeaFKW?KImZnqdh-TjrgujP&Ix%Ir#CaDRya= z4P*Ajitl&dg`wH}n{mN^b;7GbQ1$&7wkXeaQz1IPgYoN92G8$c{TcRKyZ&60=++_# zJ0;cIq0aI|)7_6)NU-#d%^{-F$b|k3MzvQaFzA^P>GuE8Sd|CL9 z={YbauILyCp?`Y(>)9VYd@t(1(7zRy@ki;u%c_$mY5k!~Ue~_k5Iwh=<~wuX_IzH< zTul6Y-n`iHn^|iad3EzaG zOg!3`%l=X7@)eT1Q|BIiguheSzqGTEo7@gcKi2y7f}N1{{Ru<6!9U?nGr}Sl4u6~L zE&dQY2>+C3cdO1l+6jN3%P6e37o6-#}lBk8t|*V!}T=_N$Q&demwL8NV3$ zV=N;4RpUDi`04Y*AEe@M66x~!z)Hfuqt@SwOb`C4ZMfE-j+|~Q+DYs0#*O@+U$Xc| z_ux?pudAJL>cp2*d%u4;)+?l92QJII5Bbxt&#~^OR^_Jxe z|J#sHD$~kunPvT@1rIap&#j(((8K|49@c2VTbdQLTQ^Z}+%re|64DR&%SZcY{c(UE z(y`xu)9lZEYHLmVD*k`v{0M(5f4RQS9OqZ%`Z|dICF3^~VfbH$eBiesefz^dYcWx8 z$QO8WeU$w&SBpL9%`JZRZg(VqsO352h4ZQD`9XVtKgItW=l~z>jd*Q%o8>*Eo*e#J zwc|Se?_6o0Bfl4WJ7;ivQJ)?3J{0JsFVBYWqIB3F@RPoLrG8p`F1a6e zc-M;TNh;IcUrn#?sSN&u(I4TjL#8MBYt@{ekokcC%na;dM3>Ge64T^lF8P+)AyWq+IqFY^Qa!F)p*FVpjz z%9hgn1M-J{f)3gf>5vc7f&3FO+kPdmI z4=ep|s^$GlS1})MK45$9#7Ou*|Moo;?fI~bwnsV3e4{&`Nbl*KvAnm@l{?b=5BPpT z`)bcK$@PJM^;Bkd?{B_ui}xW06m%@msE;!rWHvZ$oPE(_2*SG%CAwQWP zymzB~Z=oF_U-;99exSd~^z6m=7U-kB5Jvq_Ze@DE2kFx-?-Ml>^9|rb|FrdkJ(u}Y z-oMb+2l578=r8mQ<-^`0UwZl2i1{My1L|XW&qf+A!Jph7OxPpPM|md8dk)fgN`IE+ z2QeO@e`Efqv>*5dUIo&(8Irygs_M%z-Y<}b@8>@o`8j&;rK4qhGK%(TDCuLu0uRBj z<@-I*P4I(#Qq%|I3Bq!Hl=&F=0Yo~&Xy5eqQ+ZDT@1vz}Z$)3__Np)Vg*;{Z)0E?V zl{=R6&5gx;3*WbLe#ldiFUBYEiT4iXTHa%6Al`=oJ@AkGXiubLK8N>(V80MXe(0-Q z-vXrXkf$;qhrH9*AN*s!{Dfh=L-~+5_yj$9{HZP0C$#J7pa*>PN4fk~B>%?5Z$l1w zZuzu-qM-=1%_ykF8tycdS~oh(o7dI;)kEBKe`De_8RzMWW)Li=mK7t`yT zGQOeyNQeBi^3m4!zrP2OciH>e{~x^vk?Y&{AaYsp9>g(fNXxpU{M+IWC*j!ZdSyN* zvWB!Edf@8Zu@l2qi~Shv^YkM8f=~$QK2pTGyQT*-H?w@_64+o`P@dVdl>6)cAspGT z&W!USC6Hh+G(K5x5wm?hHOh1>kzwB=R)h3*|}puCt>)nc`c2%(;7NJR3y(e>JrVO5W_5Vg4a!%&(|8@%{wbU9}(T zU$9mRJ6v$Wg_IGuS${(Kxr5y=zkO8Bv*)CE>|?0TQzR7*d1e~FCTQf5#j(tl@)c-Z zF58V7LpTKu*yqhl5vumf_jj?A;ywxVNphq z*ijJC!{4gok18J(WQPJ3Xz|Bbiu{S7p2x_a2yLHOc^<-GKs#am9%S_RPbPnU=;zw= zsMx~Zb!^Ay`t;@H6}`@6W`jS~K# zN6d}ByKhtI`FzjAbhcwgQk zuiH&IW!I&Te9%A4n-Q-kf8+zc*8Wzc3{?nX9Fl_m)eEPXY)V`&SUNIZoM(7d$Mv(H zS8Gn$4VCCeWrENXDY(eD(^F=o{b10?elYakTK+NqYWdg0*YoFHmH4hk5cXIKCb#`< zzbW%hmt5hK62*CTyN)SU7nN?oDZAC}2f4`KW6F8z>Qqn-f~s-M?o9PJrrEzG#r`xg zM)=cte!JC?fIP-VZ8vR!#$Dw6Bz!_pgX34aU@y<9^(EKt_b z_2dsaXg}@us2+Y}I!_DvHM8`;IvnNJp&yO}Vdtgbq75J3n@YWVxB0^R>+E+*&wjVO zk`B`ECt=e^Itc;pz#~?Bernqn8~{`UVrF6zMqMlp&tFHPf%sQ3^ntd zGhzIJ{eMpP!GW(QzsR5Y^1s%c6z?g-Z5lE2#`N;sT72BcgZ;yOJm5E=9~}v*_z$}9 z;vI9%)@E6mJy+OjN^kDxKkLdC#h+tCif05>{m*dX>}%%G`}WMVj*)CSrQfnI-rnU` zZ!v#qMDdLYs>Y8X`@7HCqIrv&g~o&ne>fG*{!n%g;gsF#{tNq1&D?;`ItctGR8Uib zD*9nVdcI(dPqSg2o}Ff>UyUhwn9strEse8}Eh@P@#g8V7- zm;4;xt))l*da-y^tzakDw9Jxe!D<$*B9s`*Bj@fAj}m;eX^$0OJq#$0)ldSNhQeA5`cbRsI3Z zzoQ%>7kd3|t^A?=75P=qd#t5Lz3S)hZj|2^1hI~i(Eyi`uOvUR=f?iT0E<7$hMc0C zn$eHu1U2(N+fG@6B-lfs{E9t91wn6Z{!xB?{TtE49u(!*+k>{Ge0vbYK9Y=D-Xnc= zh)1n_aYOi1%G!0*p5$=eOii4u4M3P3`H&Y=YQNFr#DAykXNTY#jCO za14XJO}XC-+lG0l{a2I@0$+ z1kq1qH1zG;CoJ#a5k4clVwewwfAHHqu&A%Mp!cNj-3VfyC!=09nmm;@cln= z=>H)lZ}q%7$U)>E`>I{O=N~luz%^+;`IEu^*@wJ|mFk_X$|<^G|3N(T|DV&pK_O@t z{XIh?`3HaKFP!t>yAgdN*<&I9u*U*@clyznAo{6{TK2zlkM?XD?s%8gq42LhR~EGS zMcu#aLEn25)X0zT@R{+^=Ti>RoEshIv=j{lkPQf7H9!C-w4&_QyFJu`|qnW|}{v z|7@fAGwA!#kNyOIMS$G?p|77wbsDs&Ipt%Fu!k>d_9wyWb3`+$f5gN5M>!WPBdnJVD_Q>@U_bY7dG4H&-!rFlzl8+mGWq{}{p$V*h$+*+kRUP98#k`4HU@f_nK^K8HFMqVOzc1@Osw zf1E@n{8^8-+_P!G@!i_?gIwTTK6UhwA*g@lK1Lf#Hk)Wpj0*bnCmIjdihJJ7# zCv9HZO!X%_g6KvP)bu~wJzbwjp`$v@UcD|@_(PlAEpcSRbani)w)|L^DEF>iII%O0 zq93Eb=kI>v>V3&!xT(bax9WQWGhNDL39Hpw&>Qi;{IBoX6c+UGQ}8G8*MQJ`i4Vp8 zvmFKaS@xgR_2*dnK8~Pf{t_@|YqHdA$FBqS)(#c+=DQ~8bO>x$*AT2 zLJ0YjgZ@bEd)&)u{fYTk-DJDQ#li}5VrOOh1qpvRxNnm>`p6K-&$+n??^-^nF8KRV zLNf_!+Rv|Hk%ReH{E8??K%7=MlUE6Ik2)S~pA z%GmBi?WB=SMR~h`}?9BKs`}K?J`f~x%?IEZszsdF2b!`5$e#7sM3}>+0 zKU#mwUeA`JI7K%tq#v6JLQl)6>J?Ojd#F6)pUg;v_X9;~@N>IE0 zd2#G5^NRacXR7}y)||p$HSxJWs$>U2Z=L*^OfE$K`^$e;chB066KYyUKb8~3JjIM2 z34hIAcyF?ed3RN;UzR+c|J&A3+f?%xJ_EZbRZ439mqXk=@gBwcQAc{0iY}ST z@`r|?{QCL7QTa<6yys*@PsK82rysZvkMC>g#|DC${_7j!e}@&P_jvHVx>^5utNw)6 z5#4%%8u^7S|U*iKL*|2Ay>dj@~5m_KytyW@>t*78FBw-Vhpf|~i~m-G#V1nuUA%a*Z$Y{{=LW#_N zwdeibMMK2?(XK%^3b%1o{oxw5zm2Kc&JX!_v!ax~UBsHJl?ONEgc{c0x*xn}Yb|}G z!TnRC{40Ed9D5PN{TJFKbXxKUx0e6%|L6~8`Cyf{s8j-#PS|oEizeV z^gV*0rvHRz`X!ld$e!y$iz~;)`P0yu8Fue#JV2EH6w#d~s40JFj>>PP(BmPW<`+E1 z(Eev?rmK6VdOuFl4a<*snE&YaKhIEv3j{U##}xP|Q5xVCvFNPr3FblJJ>Sl(*ln=d z|IgC*FoGKWS7GCfNXfr+?TjUd+!OcL2F$$~(eFZePSFkXAFn&VS*?4|=^Q0=o*>#; zMlJInyoc}$h3n-@_?3oJa)$X=;{Dj4=0!^AD#5%+Sl<6Hnl+IHp78gKe0-2K zq3`|u9eua%QT?G_qVJapVxAx6KjtOM{e5-*U_`HED^#36J~kWv zt+wNoUDGxCah;$>e}zW}y_5>NEAN?O{($$CKySn!`G;KU?GKFT!3TOpKmWc#5uym9 zo@CTLwEJ7;y*+C7yttcU{nBGm!63IK>U-`tiS8Cbjs6KJQuvirpWc(k_n+PWLizRc zUyKX4iN8jEV*S>>VPVTJ6dkkmh*-bd)NXL2+ShVIe_C6A=>MtRe=~ZI%sT!*eoxbo zK6ah$V&}W!{;1xc{#~j!_(Rt3--N{GY~s^Seb3`@%Rx)~r&aH7-Xr=q1U2iQrA^Zx zl19HDv8DWj7@_}*jr&k{!Om`+qMKsqM;t+o{)xX?(R*|h-BADjZ~9-T*gsUxpY1vLKcF8E32ORZK)rA8B-=S# z)_;t?E&RDRE9_n_-3&KDZ`l5nF8aUT{@@XX$A8a%^)~M-l0W$qM8E3u%{-^iH{FE3Z5Y(Ta40T#tY}|%O zaekjK=1p)?sJec9MszO;Vx1tP7W=KympY_REO0@re{()K_x`@CYX9_{=w1-i$iMCN zC2( z2>z+H|M++Q892UMoBwn~pwGV%z5e`Ik)OhXeTUM? zctw5B>MhZIC76St3@rQi)t}wFoiEKLR))SO&g)ykp_rR!|9ABLGr>XxWe{j5yyBIA zgKG-KU``Oo_g^RE2w}eArR-KTxy(Snt#H4l@vEx~`VSQUBSFlwWHf*If5KVN z5AGkC=b`35qxOgW5%luU&L2^)`tw60{z@*@`=fe)H(!(prhf=(>MwR$_%mrW?LR>O z|9>_AME$`(1!dQ;{u>&+=W3#c#Jdi;kgzPjS+iV~?620YI=ap+G5?DRT+sO0r?R5| zSXck5{j>i5l@UGeZ=n5^^P7Ae+0?%Wp;N=Na2h``FV&Bqcn<>aI%wqIH=%5T6h!{uF@9c3r9XJ=-=h5b{ab6x5BXQdA3ITg zBl?H5{|9=#{`s*#-Yi!6<2B{1v$AHRS-ge3tUdO-KaV(>wnAwSKmNO%(StpF`M~Le z8%}yUn6H%mk)GVykN=U;_O}(wT5+>~pZ(i=l7E&=qCD`2*@VJfEdIKhamtCF59L$x3x84Z-}$?=$f3rrS-(y|e&N3d@sa-jxjoeS zg});uJ$v$RS47AU#s`E$PEbCCD|)zs@Q;Uhs9)R@-!(br@ZLgwxUJ#B8AIgvP72JmJ{a;rvhuSN$;qSMsN>kM#C(N`I)K`ah zFO!Im`a(GB6YZm~Z`3EkksffRf52Z8{13xlot^MUhxp*Hl*f+zUsf0Or_8@95&peD zKD~Vo@{9IH`oQ(`x$1F`qt3MV<(+LEeF*J^&F89P)zr3ZBI3 zlfOdvo2zM=ueKZJE5X4Z@ewZaL;4H;1rZF1p}leM8{hS~{#--RXVtj=zI8#%{UH}_9*@oY*or*l=ef-V(7f}7d(H^A z_yd*w`yzj+A0-_AncXS94-Ee45U#}k-aj46gL}Ea_4jNcFO2*v!++WZ^4Ev@SK1H$ zbn|kghy11t&miu2;I%m;u&zEE$VN4Wm}Q)f&4 zRTKJKNw18^uR^cZ7v?KSAMLH=Kks+*JMc$1^eg;VD)}ug{Oe(SL;9cx4t~IqKa>yh zq3AnD(VrkMh_A?BZH{!5aQKTyc{A{3?F&uG`K2e-haG38Wsw(m_Y~tf(gXi-4ss1G zL%0neV0o{iu_&M7&)$X7%fLsGziNfQ>K`9C(g&_TzejnMaMj-=^rhmTv%MIPAU~G- z=+XVCelVUUG04Men(r&^QH6IjCs?{4$NVjT{C%SSpg-NnKW`S@*;hue0jxt1e?tR)DhL6s3Z9oMSSyoUDeMYn3tvh!e1-=n`YpMpK^Vn`d8NH z2jd&)pueEc&>p}QdevSW=^-5HK))e8WqYdhNFVYx#_o#S+ApnmW6S)u17BXd-?S|2 z+!g&P`^!du$9RYIF+T+k`9gk_^f5oLMDxW49O0nH_=@rB-}S9JA4UGb5B(YAEyBS+ zB@X#XEBX)e1Ni_Bc>|96Oo?Ou41cH@g#UT)hkskhXMbIPR@RdZMSjq~zz6=Y!5{Ji zT&aIm9wASl*YEc!@qa9z|2}@G`b?qEB>Z2456Xvdc1K7g>-?V zJ{9_ShWRLP@B^KK!#}iIKmXm|X}@

i+-G-)T*%8Mibu7J4ikzp#vV4!6wSUEL0O zdwEwZJIV6J-n*K2b+<#)7JAq8uI26E-P@b_d2=_L5#2Lc*6Z>=%RYvj)JjTDb6)3L zE-mv_ho;5HE6@BMZ;F5cRu*u-{~--*PnNEKOF2_A$tt-qz$v@#j&(u*yu&6X&rmb7xdT%V?>8@0U1pQt&}Xk`}?MO z%iZ^w6VVT!b8?BxD1SkZebACbUzDH>Ea!C-T;7&zUsQg-p6LCu#5JE>(ofK1A3Yn< zY3|GTd`kO4>K>Nie!tr>tOr%}vt8X9mEYsb!3O(~mho5qSP%iSy~NzXcO~1L#R~2J zbcSIcG<;V6;GUfv1wGC;upf%_NhF$>i7pbKt26q+Ajrv{eCIv0QK}rKEpzA z4yX9Puf~yo*b(5I80{p7+s;q7RdQVE)Bl8Q@7;{rztAlw7Pxw%s6V8Oey2IF2pGE~ zQObMdWWAx8BH3j+?uN3I34x-zZ#j-fEk5Sv-Ti7y9M(o;%Z@N$)K9V}Bfc zHS!bKYw}y^ME?~Z3${_uyZv^wtUq$Kz2J{}1Ju_a_RGJ`FI(>F zKRwv520$aJ=c<@>5p?mc=9aJ$Kt62lt1PPM2vcnBxd@VpH1Q2!Wz z@f~sjy#slW!@X9Qcp|M#f4ttth#PD%5%{N@^08o3>-h%<)T?v7=OuC89d@C~>t&H0 zIQXO90l%yNEzXChrn$}f5J9P8-9E>c?k(tXzFnBYAqO%VuxWO(v~+(`ht_2eu@w{^ zdf;-`g?IZ1dhi9*^T&A|>Q8TPRfN(lMo=SvKF5}Pkn%5R=yWp20k(|7!@izf8!$Ml6%#2N2XNX!U8Bf`E_LArN_NEp@#es5951)<$bF*R?`RUOe`M$ zU_Wa`2{oHj^jQ0#_JY0?eXmIn{Xj-T6aMyRUpxIZrc{eNYy*Y&9F(Sb=W_!&p(fm; zs7N0$4$G*;-m&KAJ4Lr{l=VM_|JLM4$3>sJ3jJG}zLz1W>3<2gZoZYmR+VwicO`~7 zQg~43H=n+IYR3t+y8a-SSdW3eEd8iJ5c)_)2mJ1RQp((ZM3!y;#IWiVzN|{6lb%s( z{gj+m+tT~&e@Ph~W8!kq*u)INCLx`ds= z-gE51{_UJEJ8+6_nE(Ge{wsXc`_|Z30Ds734f+5%GoyPqM@ePKUKI0u_&Y`UQSX38 z^^bKf_=67c-|543@4u__*IJa213``a1l`zmpT(}8ZL@Fg->d_Luad8;6kpOQ)%^$h zE$h}?ef@mgIVESRO+V@rgq+G~(E64yq)e~g-#y&x7=xZKeZ6nm8qHleMK{%Uzg~h-!$~DEb+Od1cwQK={RpBGDG=8y!7+~>lb`Sy8-@t z`Lqjk>oMd@VOx1r#s4*o7Jujm?cE(%QG+TIIhYB}@zp>W& zvbHR~SoN3WM05=aYUWQiH`i>JitK$^YF_rM40!nMG1TJut$9()-F}ouc&vxAJsqluhRc)1%J>1{)isqs&YP9UC=k8e7k&~ zfBV3SNm4-jz56~4-^Z}Ns~j@wdh%Pf{=pYe&);bN2s%JLJ!Q*;dHO4zIZ zlv75V{klI^dQARavCi-Ib;qRFyGo1x*M#Vr62v$uqu$j9-k@n$gjoM$|Bs?u-T%@O zL2COC_&_h{*Dt6yKz;rB(0wuV-_T0gR!u%ofFs@J^uv>&Mt*HC<(?r$)ElxgG4o}% zhQjkNw0RV{X}GAr7WBO%L9FLx)N)_fCb34jytxB~y~F3h+5Y@iPxZIalIYqHL_5i- zPtw%4EH-_%QU{xD5cXCl@6;$?tcYr_OcXVCN6oN5nC z?%R!1bi?*D8oxa#q1FVk4wF%fzgFdQs3XR?L6&<1UZVccZh-psqhw8(pWMAtXb2}`uqM$^6Gun)ap;%cSisHS$i|+CG#`p=6A?Zf1T)u zH$lz%%eUu?f$V%jy{Vfk-x2;^$_M|}Vo#24LVh|ET`z(f`8Umf@K_3L5#`}sd@C!9 z@WhGT2bE~Y2{rveKY9|>%zsSR)4pLgt0Jczd3jOTyX{%y9{=TD6~Vs?(e)sxmw#LG zcMZ8x>_saJ`mRLhMNl(;4IOz}o`37?)pC%%8bvqkzee^--6)~%1R-Z;boVle=3l`= z|Kl8nq8su@Jjl<_&7alv56-2KF8UpyzW@DK`New?$iH6xds9aG5Y)(zeaPJRRDa=) zSU+0yk9_aP+WaFP`0LNbP;Nkd`9Y6;GTc+e_rCOFC_(M~@5bpcR_M=n?XqvUCf@6r z_ocY&6yKOln-CK}u?TCGm4C~5)a{_e5bs5@fxAaUq{a92jTMqic^uvdsX8j(}^y;hc`k#LN559nU{@?@oN$vaz z^q7DB?EDShM-?5^WRDw`5I0?RuDuxnbE8BKClz}O|Gjvud=Zee%K|~uMLOz z2>Ba9-~9+;oRU$WG+7_AJyRzyN%jb5qbNKNyA*M}kV-$2zK=mTK^fTo5|u1PRM|E( zbFt2dlK|F^s=IViV1qOJK&GnAMK~;kG!d* z4+;UjzWq_J(#u{nwR$_9VAzFFcOE|4C3Y{yWqtxQC^m zxTs8rfoGWmg&&puRk#%Q;)Gf~{y_gNFi${Ms{0?~DWM4jwf!&Q!8_@u&!?H$9B(kt zhnDYOdA_^4{zbh5{;2*_u3zm%{wEUO$pkg}FR~4fle&-3Ubg{@66e2jmMpke?S_k> z_a(YX1b-(e155o!h5KY|<8oKbUnlxhuh9OTy8c7H0slS!>iDmJpBi+4dU_*!p(&K# zsRT2s`RCt~pGjkH_dl|y;ZoacpZ$%OyS)bmF?=ym;l8qfji=|gG%8taFP z7JH$3g8y`4FoPiUl#KeG=>3-Tca$T(EB9_22zu}Z)bpogP3V6=*MCi>Y?Kh}K9KHA z`Z1rNR{w1ZO=O8vu5}z2dRxq&=hw(!aw*V;gWjKh%q0jtC8G)He|^NB^>vx*Fe^rk z|NS0Mn{u#vL!p0X5#4Npn)VMb_3)iE=GjuNl+YZ4 zn)y%Xxm#i-A6kE5|590h)!^3hFHZZ<82?HXTwB4mbUv%;!3XOa{XO^qiZG8LHYmLpo}afh;quPZ<)TY+3aU= ziRl}i7ykOBsnh?A_@{x8pM^xXgrG+LGI?iCV41=j{?p<2V4*+Cr`z>UTwNyU7ZKfJ zf@uhvK?SF&l26si*FMhLD&%j`q+1i-WKsJ+`YoWo|3d$v{6A|iiFu9r+G>qV4jkD8 zUqC&7qxH`+N@zJjjr@oA8S-AbNBh^P*Poq#K>ky^e!>0;>aVM1|I+&Yla|iE(f^h6 z?>wUZR#CZw32N5g;a|&sVLcBNsbI+gO23A_Zz8Cff5g6D|ALiCaM*wBuOPOC!s}d_clumk^}W47 z`o58%X8x2gx&1pS@QvcH8S^U#i@)X`oT8i7(vJ-U(atjJ8WHw@eK~g^OZ~qui1$`o zL{43u?M+Ql{&hsRo}fnm1Ru-xK+1ZAjlao4g};kK?RFF`bi6vJ=!W`dCE2T^{ZnhN z4nAlX+*ikU^cz5Z|B3zA^P4nQ=O28qzASg{_}V$wy#)Pcim;U+^t6ly)F}L3I`zJW zY2)$}4EvuCxBVmaifta@vw|>D2WH_yX$r8|}Xb z5#NIZHT}{}m8V3+CsU{(sBN%sdKe|zcsK7tzgcYojD`}1Ge z_fd31{egIB|DTgzlL_V0+lQgu0QKz$`Gfw_``ZE?pq^gIf8-DQ59k2@ojx?AC{@H( zAE%Hez709*1$2OV`o-k$6Zwb!0R5t}^vipS{@S@)8n?7FaP_>IxO$!qtSqotxvn<` zo%82?<&E8!|M>G4TSs0vvVJm8keBJpy882fcCGYo*K!gcFE5-rkDJ2#9&2zw3ZKZk z%JDB19>Ejyo?4N<Jf>b#Q|zpx_xyXS$ug}q41`bc8jVjtXF*u&wz8TS3qe^CD^%bUdZ z%FUmzYcEkB`ul!zYs>uGiE!B0oii_Ny*zll?9TtrAqfAvPf z{{q^3JM{;ILq7mVJSG2J)SrUea{YZUln?fX`u$p@ubgAR9xA=&`Gft9DzC5J$Oh(doPrl_Ni+BM|&Y3DcdJ6hdul} zv;AY_5Me(VBkQk^QGEoS(mpYsxtQC#RW}M(`#bpHoE*6R+#BcE$e&W*diyBUM?6FQ zB0bb^%JQi8|QYXR^Bk*?&t}U3pc0$bZWG z*>K=WdWF8D|55(Y|3MFV1demC(PVFn`q=0vJD~Xt{}Q%5C2qs@=SNEUReNRVUnM;` z|2q3^)EDxhrG~$QM6&lc=E8|ZC?k>yI{vQ3s_+pvwms0)l zDCJl8{ekQGL;qX+^Z4}OP04;YhnYa*&j9=A2!CU)aQS9f%KY04`(XHwfPO^z^!v$Z zPlV&X5%eYM7krfXAIN@CJr~sPv!cA9!#-#&@;{f^Qod$f@i$b3EB+d4l6>bPdsmFt zYI}jd!Vlr_-=NAb`bT4`PbEL_m!R&aL0%B9$V)EaPX_!f_VT;xiT;54(bpf!i+v-6 zE9pZ&z}{OgAFv-sIP#la=-Yu`!+-1T<|FFol*im-4eWeqe75IBEc36v!k>T_`NKi^ zpzncWK9w?ms(q_|{jM*MetjKD<3HpH{SW+rqn-c}ZdM25mNpjU)$`M@2ggl{o4EHk zH{JY5)$iT9S8Kc@sHvzACA~5Nhrb2nSHIrT=NJ76`9?VC@g3#S&;Jo0;s4#9wsFL= z#{U=D(?0mlp7wz?_OxD9@%hjIvOU_f;u~4Qw4`2%vOO)Q1=Z8iMeE+bxtt>!)~Rmv zAwL34%6VS7o^gpa4@R*(6!GgH531j(HAn2nVV~2U=n81))64teCxRdKZnfzy+d&KP z)koI4zAiOG&|{qkI?aBDX-2N8tXyQ+X{WXK*l?n6zHWZby1S3XJa2gvmfLTzUHE|@UCa&nR5Lh{n=^$n0PHm z1wo%;aVaDE^=t*YkA-@wp59_YrQ76y-OPKZhx=idKw0E8g!|Ucc(V^cM$k%8p_A z!@t&@wZ&zvxX=5%QbZ=d$6kUS?VXzvgq+A|=-ZnKQf|5rfO6qJfVKQ_o`rt#bLUyX zqW{3(5%^>O8ttaP&u~U}9U~V3`p14M>P4|fwqAcI`3!bM`IYfooevuE zx6u1$ISTnz`oFsWg#K0n6{5oUxSa{o#p(^7S3Z1#VZXdzp-t=KWIvpUhWaW_A5f1n zT47$Z71Dr&iTOJ^MzUfQ{#)agN7gh^?eTEW1>xuqa`f>T#J7M~%8#NWBkOgy^te34JVo<_k>k zrTFI+51*WQQ24*km+tV_4GpY6kHvm0+VAJi17v5?luuvFe6KDi)Uf|9CwmO=*Xu7M z`SGOtgpeQoeL^F8C7%&uKUqIdEJ+2aOc3LMj0TL}^N~f?Y*}W)ydZ{q8!MV#+c&n5 zdY=pDBo&Arf9|vPCrirbi;fsy;D3{%TbX~83G(x^^9PKR@b6_U z|EzSL4*jV=Psce^B}z~;{@a#+{gwrj|9Ff~Z!G@fYoxOMOeVBTYV-eJ&vQ>u|3&%r z{=2JCx$C1sRT!UP=NY!TUxWT1vs@SBceC@OgV%0U?K!Jb{JI1+`qTDuPWe1EaO;xb zX_3Mn^P1V8$IzCd{;CmO9fFWE8MQCCmNPU``p!ut`KryaVak>Fp0=xP$w_kZPcs3YW0Ik!;n<5;J^)cb6T zA72Mf>{8u-u&)Su2l`Q)phkW}2jx1#+$WwIb#>=4hVO0mxF7CYPPJ#XHvgzs{l2Ub zz0rLhBYIZ@|M`wo?s^1~PZ{;elq*>}MdLTxb%LWBhyF_K_^0p*bj17> z`<39&=!Yvo=ouNcNgDWy@na=_^~`-z$p5j*4F-&lROO!&U4!rGy`LUGE&WOMgy>fe z^~$WvnM<9&I1!yQK~4XSE&F#oizWHN`qjfCKMtb*7_}cIYr?z;e)sU*h~CcNK4L>k zs4+pvxs39LGu|`X8O>hq@{SVkCyccHR{HVdq9Xr|h|Yzeru^Y0K0cCQkBNN(*kh({ z{8sIO^z#>^^1~k#GXGc4+nP|hn-WC1%&7T3q4HUM{}<=B6y31@ARgv_ zsns8PdS%})FUR+0^rI_5>~qMd*Xf-f*gkrH(woAE>)xMiPTyM))Xv{VfBGl|h8BJH zckyGaCxt(E+H!Ni!Ty|3!}9;T{>UfjTT()p-)ZDGz@ge_=5W9}_+_79)}7)dUtR9` z@}qj6&YiyhK~N*VHgR#utW3*Ul?HX%&%7wyRB++SiYrw5R`k6MK~4SHggs7_yxJw4 zwm-U#b*At+>$@F_d)b#0YVx2TtqEd1D5Ew_7G7fBq<^6Qj$7=Rt@j6{B&)u^uJj*U zPV5ZpAL9?k1*QMw6!dK=Ay0yu`cLqSJi-D$+6_rpVktxU0>cC5j`dLOq1zE%M}pZ2 zn!%xENh~}|M&AM%H;Majb|KIG3wQGr`lmg`??4dqL>c9tYZ6(4P3ZgZDuLoY`^?5& zqE6U!5cEd+gOW8BqaQ)$bGX}WIKCUv`%(Kre=GX0tkv|9bNS-WD^4=>|ELZ9r{0)c zT+nx-j6lAyA18kf@37|y4UfT&SYKr~D}V;=e!BcPMFTmz*1>#_{Tn%E8(Q`Rh$|0|{#Sug}|CPb9v;w_%5`F{(cj z-X!eli&mVXoBGg?0R%PkKYO>3SFB6N_5rqktM8Y#_w4Ujyh?S!ALCkIqDMcIQHwvC zFZH7DWY2Y4*i-%4EpcQ*{wkcJ8_K`Y{!>3ns6RnX{!NWnB}rSz9tr(Nu}7+CHGk}X zlK7cY>yHuTg#0V>2Rp0zEA&yqAEJK$bPzEZ3`Qz+Pu}`LN}G7^#WB}=;{EpIYn_KW zA8*1D%_{vNM@ISe>pve#Xc)oYkg)8}NP6%>S~@#pR*%wA!XA3o)*a!~99%e}4WS=H z32OSk*Xl!eq`dTgC-i@F%ln<>h5T8Yf3*M4&HqBh{-5*kfV(|)!M z8(yRN_j_^vpzNO&=M>$LKjJ}t^zv(M`(gc~(B~KY#}b2a1U2##dUEk6DVY38x>9(E z#h+w*L2tzW-{;R61^u6t?i7NMQyH}%o+VZa-%#D<`qiDxg~HFyIb5pk@phb0(|GzZ znP5Hym`t$^H^;NiBtIBeAU}vUfqqQQ z`Vaig6SDk;I%0nx_lGHZs{4;#|5%rQlL`ClSMI$od&aRD2mcxLV=+OE z{077he9axc`98ub+2R&oBJw`yztqr!wk$tkGT8rh-@bU%gK<%=0GQ zEESMB;SZtzW)j^Tf{=3=4RTw2j|JqrS8Zp<^Q^`bw&G@}3C z?7x^y#i@L_|4685F8v4~sIR{k^YbL%Sb2jLq41uY!qROy(0~(aD8JahN>2pXzXJU{ z`Z1rNM*od|^y_g}a@@fy$=Obc@$WBF>7ZK^IS0K_{Xu`DT>Aaf1(eW2g2<cv z6)`F-DWA8KpkG1}mJ-Byw2W%}kv(-RMd8^k_Y<3>TKHTW#YiuccGyZOzy~w|j{3*!>I%cNy_4i4Q=)(=(k6%mat|N$kDx(&EsQGFC z9P$b1`uX!Fim;iWX8ew|tN2o?bgfuS!kufv9x=R+`_KcCwK>u?DnH_ZzyADu z3q{yQ5dB0(9i$F7C40I*n1#a2@2F8^-t<~R{{E)#TM269*R=fYc`2ZG`jXqO-V*1B zAMz$vs&}?Hr|5?5k9cY6M{4JfWhnm`7xecZt*t-kZ@k-seC?ngrwD51&jACvKaqT| z?jL13dz*cu@cPb={QRzr;DnlX(hr(w3csiFXUqQ4fxX>F#SW0~&r-bYee0fE5T)*4 z?xOF<2%?>3G;GrR_iXXYE<^qIMvMKY`SYh;YkpMqhZ{t6y9sL6zo9D%e~`96F8`uc z(a)Dby&I(yc6s{bCWHK~ ziaUJsm_vR+ZzR7)< zuf;Ntn+*Crw$I|l5Av)2^v)37ErOcy*LQ%;2j;r*T#LtRL&g2WHy$fn95~fmjK61z z?ixY;`H5Fgzq!3!jxntB-!5Mikkm`14pmLKcdKPaRvG3;fr zNAeW>FVgo*1U32RZ8s)K`NM5D4Y3Oo``=zUI^S@+(p1nJ@i)3Zewp}QA*dNY_U*iS znt72wkm3{$e;}!qfAnkRJ#;6L|8Pq8DnaxU8RZLae3U}zJ*un}URL)Wl~MVP`o9sq z!Zs)b`d@D!cAfGSK@jDX(Jl9L#YqL}{wBuN4fo=fT@R|vDY~Kj+0y(U^@8^_K!1aN z+$5-xpYU*>ht%!E#QiOO{;ey&dVZsyzgtU>b+O)l&WJvg_J1+|(d+NqRPK8O_4+66 zn7*crhwh2@bo@Tr9xWE7&Of7w?k+)%{;~MOUKyNF{y=gJD?{P$CbX>b_^2Bv)O3e_ zL=)7szwPF9Z&>HUW8ObJdV*nG*>JdEn^KkP3H@nQe(=eTA7&U`hXb{aUOoT&x%P_= z!Ms+nKUVq2P)1@2BA$!}ZGIoag59R|{?_({I6rWRe>m^(i)x&r8_GZ8Vg9MVKXacV z#1TY4kx~B^5AR5)rn`@7`TCOBe@(xo;N;*qJ5JH9<`4Nx?feJ(ugI7F{?3p6xjeAS zpUbTWdCq#p`|}6##gJ~N{rPI=LsNOe5WY{oCUclgg6ykRe-es66DM9n_TS<%dIZ_W*Wn8-{zXRcP2@jditOHD z;l;kfKf+>*-&rpXeS>?8C=YPGJ(Lm-`)BxffIYT~Lw=O<=MwVdS<5F!mH=;IkG<0J z9yI)A*m2;f&(aqE9QB0%k3$lFBi*k1L;GjF{R{RZlzFAVls>KH3ZM z6&&p$+s6}qynL<7eRVtGkHO+Ep><;+Pl|s57h%7z_cw!k@u)BTJ$JMh@`Lxv5g+#g z5S}u>sy#aVS)>eCB56`ohiP56D~Ke_HfOM-hLZ+2Mrj zj|JtyJw)(R(u01$d)&4nKJNX2UVo2I+{@GXFG-oc-hV_An`+VbllT_7{LAz9=0j?1 zX}Y28a9+;h@2WL-lC{aXsY5yZg(L*LtnB{6OS~uVQNFXy;A<}AzsZUJdce-RWF=>T zL%*SYkstWiP;kgM@`v$4^+$vHM)_0LS0+(U=acf4`FfC%KL>T5fc|%Z!q;2cyR2w` z#UDrskq+b!{RMne>emc>64?_f`BC!^Tq%EXk*-o+HNOg;UxZh;_%~7gWud;1UcQ&I z0bJI0KhXEkXC*~A#$)6k{FU@F2>DDI4t+c)r?+@tfM}NM**rH#13jZ1_0_72P zWG8{|>sj&WjuRdvPbGLEOZi-cK8HUUlppexGQX<)=+BoI(ED2{`!C|>9QqvXugWv@Ip#yqH;^afAMJy1q@OZ8E!T&m zf1>^oU%{ad3UPeLImV1N3&$TCIG7hR4_Mth@N#B`&zf+>Uta@$oBYWr{;X>A(9QYZ z&gkMQ{NEsbr9SiWK+AlvF-Q9F7l!hqJgEPNz=dD4)Xb`}ST(`Vr|VePH zhOkeBeI2=7e55JK(gbP8w{i*ceR*2&zdh4s#PS*|INA;S_&Cqj?3cK2Klero`m3(z zx370t8zPA9z3KU)gIxtZ_93tzsp0SbanJ{;v+n)l#v}WWYE)gdm&85<_T!L_%+BUe zhd74w8thj}7JH}KV!sOeFgOp9#xV)OnoIe%1fx zyvk%kK9zo=o)=+%RFiKsP2l_q@eCz2k14@K%Bz`!d)|GJ+z%BA+xO@=t3>f?{hFoU=wF+0LJjx(jN}jf z4g0*Ba`-l{Hj8DNq4=w)Kn#5>{wmb-nq2ff4?#`-11?1;GH<%Chwm9I_w}lZ`umOO za89F`B>pA%{-LO)6n#5gLWu6Zwnv#g!6P4C_- zl2xVf=0&D|{AWu?A^%0`yDdRY{)39U-(?ApRwW;}wSytNY5%_(Z)n+C&>OWMB`fYh z6);b{3bf?-UW|SeCy0J1qdaYeI98wT`=MQ)RS8+%D{m!E(GB%aKiz#Fz5jRX@*fle z`P1)_t=WZwC4U`-RA+b>&yzk5}g3xwy6T`)K^d_?=gGU#Bc3gz-hIe@~T5mS*RPZ+Pc( zBy*#9N%pyNH>&@K;9riumnW!^ALpe#L#2@g+Ex18?4G#q;&#sY>83pD{KeYxLx1V_ zcQ7thB>vC`G8$+ny<)xT{V&X)hFISJO0B<@F!6pN)*-~sYWYX~>*c>PB~*tX=4mo& z`_T6-`_jMsqxI|tYe3-}CLHg0$3fK}_VgY1`84$574{`bCF#C}1I6>t@=NUK-`j9P zO;zXz^b^K$`Lpl#JKI?xomZp&!X`MceS5N)ptrXDP=00om&s~++!sLm>)$`CPWi|D z4D%8BbKt!m&zPx7&ZgI9hlu-*JC8*7{}iXr->l7l3F0Hsehs0fn)IUrdYrASX3~`ZOQ*m{}{C&WlP+b!#)(gTSp%)?kno`AE$(z2x`h7 z;*x18OStg+yJwTmi~F*HHRik87IX!fq5h&|#ru!S_)}HTJ5z*41U2J_?;i)QOMCV| zzioT+I>Wlkc5#b@JnQQTdg!%=-_r+%-HVeJ)BFu`p{)PPrE>lg6qlReupph^{F?P5XsTX!J?q(+~DIyXyqI zOyN%JgIeAnGL92!C_hH`y)m!wqy#ndUz^^Y-Z0lqPL9Km9A_6OyxbM3!{nmlMEf_R z@2v@!hqfi`itR4=w;;Nf1RNK`gTOuo*?EqG8!M~|CEJRx$0PQg`cqZ z*daf^m&>HmTdO}X&%Tt(`VY9-qU6TA+r)jfTJ^gO$-1sCr|cTaU;5Z}wu_zbGL%by zU)$RJV}7>8e2*z}7s0<1Wuyy1%rj-wVlVA~%%RhikQ*#Ng}*Q7oG`PQy8qjmzW+f` zqd(niJ$NrEpTorZO?j`VI;ZG{-P1k3#{$dB z4toOC^^^1L(zj;xFU={s)%mC4!-R7x(08LB-3e;+zu(SLx7e#6*vrsxVkQ3|;jbmN z^%rOGer8X~_b7sS2+F{HYPCmF@!w;X-jV(NpQ7&p+moWxmm9_rtrz_mNl>FdZF3j= z$a2Rvde^Tw=YwbKdKV z);}&6&anQubnKgLI%j82>oI*Tej+?Z9c3hA*sUHGkMEp#SOZWd{>qAA-LVl!3+H!T|oFsmI_m z!d^Aw`H^LZ6ssuO&szNhxx{%h*cj1oGPtikloA?2P}6_x?RG`7q3`oO9XaVLgI=lo zc=X#-TU2}3VMI5apl1H%I+(qZ+L6CstS8jCvVN`zXf1v&J>u)1^rC32?{f2vI zR9r*(SK_@9`%ilPIhqohh6GiZ(Ddp{DXwps@teoTFn{{~*P$Nua{bnqBib1HF_|FB zDWev9^QmXLJ{(g&TKH?eX0!HW-!!Vf{;@CP1nYwf@Z zHI1Vmf8v7*-EBuCN;p4)Tqx&9#W|u`SO2QNSKQySmfpx-e*z^mi6Hcxj0Wu4`;vv# zpEdDei%22=nKw8$y5w0&^xug@=lebV%DqdjORgs$T%DQcn%KXnwC&u)70%^3MK_e6 ziw6D%tgS!nKk4`1t)q_+{=#to1NomqKc*6do|VxEv%Mnh<pf7-jAH62tnW>Z!epwv<)pAAUqPiy+!bMni|@O_bV{Su!CV$rF9vpQ&ndcT zCjEeZ(D3IGW90MakDhDNPmL7g&&Se%lb1cNA?S_j@89)rPOIrN4{!RRU8}2N{SsdC z&C~fg7<|8PBzz@UTvIKi&|JRAW?@HzVZ;;#6ay!p#7W21#$1)c`eXuzP z8>8~u1SjuY!gIC4;^KP^08RjIr33}`JtM+>O^Mi%N za0x+;{QHI!e$1x&zMPw7%z1`+)!^`RB}VjbD)jFnqFYR`5J4GO&W{e1XqBPWxa$n# zTJ(p}r>jg?*PllDpGy9EG5#s`;*q2iDmpXr4MiG`1 z)XaYa8%Dm7Jdc>N^=TB%w$Ora?epNEQ)ef0if*WX;jaSgXT81r3QFi0LCBemhUXX_ zFSQ8oBnw@di^_RWuDSe&0-klmmLd?ewlBc>aT4T z(QP4EfS?R4_kW_-d>THZWEAtH?-j3At5zqji;$ny^nD{iw3CdMNguXP@<}?jIN{_a zaem5O=NJ5Ir>cL~5ZyY0MF`3uaBT8R7F~1ti7YoFStBMFtKz+-eZM$23o79x=#AtrlHN-~zew$SNevDB1+AxiZy=~yKbVrj z?y#x!ULVRe>wo-SpHcahY^meFUjJ>Pd~YULkf00#gZ9m33i`y+j=t;P`?QX~s{e5R z7Hq7gFG&Oi$({l9f76eh1U2JNtfR*(HkIxVL4PU!ejSDUY$duK1U2Jt`1p)bQs>7- zSB$Q8T+Dx$l<%@;O*{4e#5SVaPEZ2^znr;5^{2k~roT6AZTX>pa8DY1tfj~L6Zh1u zrQc$(f4z$m3L=Po7BlKxbPkK4@gMS^$8vuo_4*&>Pwo9pC0pU*{*C_r$sWr05rW_& zqZWTN_U{^}&ye}1@K=}=I=bcaiK_nEOLT_`VxAiD~l=nfLZI4z?A@9Ruw@K=p>nO=VP6WsxV8u>3%YWM@@MfTp9f5G0Hh9krAkCHWE zT>Uxujr!sGDVP`>A_zH^QOo{0rSYqKX4?XNTMK^3e$PeWDXZ@X{T@<^YvVy-v8M#PM zKmU*o`Zm41f16dM279o`$*Y9dSfPJIiS8sp&H6dWZO3~lZOwpCkMQd(4bf-WlyCW_ zIwLqmHyx)RCkSflFX+gtXlao9w>)=Fsqf`}3kl3+@>lQgTGxIi6ZDs&KZID!sp`QYVp$4yKlXA?!U_3Qg~#Zy7~Lt`~M@EHO~f8|9ypHKAS|EcU21t)}ggp69o zzua9Prak>AM!dJ@eyaN2(EjTA$rYlzMi6>hMgvyAe8W;X->i+w~S=kz> z@7;wH-Bp5+QyC4)?D33MDjMN4Qa=C6PT_x;3few;TTSQ>qxy%xJjjpYFHhaSFrqI+ z{vx6OYU|$1HlkOu9V+G@%KXKSQ*lfY^y3ym=ouOHYSJo^EvEAujQ{QE{D#z_=?2l= zB&eA`xW~^*k~01Iu3h#Gs=v?^?tL59eQ*8#BPA>Rwg24wE7&nBC6rqGgWd-3_1&g) zqX=r`&*9H!m!%>}9ZI~K-M1#tKy_) z1MI(~J9w65Lp<~T%e#6U(X5jnb^Ouqf83>n?h(|qe`vtOeeB)c$_@N}za!=keHQG@ z*{*d-tNTwEn*TulpXlEEu{QsxKmGarkNxe$Smkdg{<*1V_jLaJf;=&~)@L>!RzJDP z?NM#H`I^RdeC?d;?!x|Be;-^)5B?Es zM1MhkQp#5n)8D5?c~QT(uYh#}!qHy9Q4fGW3Qy@D0Px3mwRA>BM#!s@p6t)0 z;E`s(FwUba_uj?`eRNrFQ2$M%Io@yUA@_$~)w&D+DMWKP1_*jd6>A|=8IE6Iv zZK(JMadPJ+EdD{91rGmU@K*(YSc*Prz;Pc1IL_zcze?esU-Vb>2b2T;mQWt#7yVW7 zKTuBSZ}0=X5+C|l^@pM4r<#x_q=)oTUka}JcS5?j=b^998*QH1@!|ykXPgf{1n_y*PrybIzB_cqdt&6a7BLL|48jmhzI(97XKR^xVgKA z^lZUTu1Npxd0;!?zeMp@(?;lb=!=x?hxW+8?NW@t8Mt2mW+>cZ#kI7}Mf)oCQCy7Y z@Q0^wzm#}>j&guLrN1?GJb=Hz`Q{0d@W+;)Tjp`HKa7;}P*dRG2R@Lmljmlae{VmA ze=zH-qux4wkeA0k8rgGU$uYbc`SViz$8_N5%oXhA!Sj>zUJR0GyrUkJa694OPr>sF{SEq*@iXxM^ZG!QKg)iEm=CD_2$lSh z{*l9xKKcj3kze3SepLOA{Qh@;Ik_ub$p3$lznuNw`ODdFjlY~AY6#7Kr`G|$Pb{W#=zs`y1S65onuJa<59_J|j-}Co*>F|jK zVVj6PL$hx=r!tiu z`xxbjPP1PV9^P}S6teucbL^iOHk1k)yJGL^dSId4+ zwTd`8(5QFFgB;zx z&8Zh`^rzoWrEjbHCr^8@bFHGsRC|RSlrH2}b6yf&die{MtD8g7!8>n@_xWaRd$7jW zQ@yWjRR0NAvfrL2`x`;|7CUBr`+0-|C$?6$f2i=UkNGX=alWS6XGBn&sPYe_Kk0oZ z$oEIf`%YC;$zQ$ijPU?WjLMJuwvY>Dzh2$%MtkF)75b5!eymg6U1?;DjqTSL5#qjh zvh4n})>AI>kM@GzKz*3=m-S7Yl)uk^JFmrkGw4bEeKVu-oAY7*L;q98*%I9HQT_*g zU64L#+R-Oidd6Omy%OYnYu1pYSre-W{cFVEllF^IugZRLaZc>4ls~<{Fk3;7dt44GHw=GQHZ3&_u%c#X)ocG{zCua{i#b#4@ zu0<~Uu7?ffgbIH-Md<_TSw`($vYwU-W_kLk@VeVHj+#uB+PVie`Ky|sH>y9}cSpL4 zzmvjN(+5pFHR|flW5V9ZV~_jczU9gY`eJfM&40xeAkMXAG-!AEWcKIZy~hk&b(~G6 z@Dp>L3VxeA#On6X@AJ>i``wPPkwo7*S4;2m)qOajhV4Hgp~dzuHc{ff^r@Sri`G4= z?$4H_gh~@cKbKMW&U4q6o465h4!aZj~ZEk)n$2%G8)il=#&t#imbJS5m1KW>-fLa`{rJ9=J>|O!LFic-^$DGL zT~a=WIbxoR^*Tj2Y=6W{OFw>g{s;Nd(^sQ(IYCYP2Q`VlDZTspxNIxO2v&>Q->*&k zDbE&-L3C4fqN`01{a6T&2HE6_mgZQg*Ta>{OQDk9-{qf(D#}Iwd3D2{#mkh zX}f!A^aeJV!iV~Yg-!k9#R)a6KlC5epT7UpqJ$g>YQ`VGgt7@zVARp2)weGa_Wt`a zFa9&#H0$}>yn284aIa(HeVa1Z`=+hYyr$LpM>#vwkHzF)9N+8E56q7>?YFdsDM30# z_eC+kT~vScyf=qbe>ZiB-jSe2f5m$qNsw~S*|Pp)^lfq9wnbt0a_MH2=M>$r{%s8W z^;p;cLdE(C`$phjpMEfcn(@QiZ^Rwye-|C0m$3f`dh7VB_obEjuezUNEj{|be!ty` zGU7^5JAZneHeRYUX>QCPC2q4|3V)XOV3u4<2XjJA&h(=ZLG*JOwb)y(>)G|i`mZs< z-)O1OmNpNbs_&CFAi9PGv7R;4@2m1&iab>NOaH2O8RmK8hxGg0Dz6Kt=!Wf&c+lU< z`m>1D^e(&hyVP)x5%%K!>nu3+n}f5UcOeFi32N%k=9g)2rCiP2|Ni>VUEwb%B72Qe z!;dx=^hWLX_>RN%W|QxU`OlsG1tP1gQ|CWM^tSXqFxI(ObngQ+t2uXyZHb;D|4r$;8$pfy2W;PZm2Jtizxsm{HyPyYmV95ZT#vRw z{~G1rHPigo_m4$0%oDC%%#v~N=caz zQ@)1~#5g0Pmiu~_S}L( zrw^<-GD&j(#jjVbmsf{wU zFMI6pyv|Bf_=K+0BR@r`_a)oW_x1#f5|lyU_BT;1y!YNSFI#OA`fGaQE>R~sTJNtf z&^~zHx`drVen%hd-_H56D+e1R`9VDBKjj`kwN%nahoJtH@k=ht|TIoLw*??iN1pAl*XUPqpsl;X+XANX&k_w5l6^O8U4gGPRX zwzW=>R+7I$jDKw+ws$Muw}_B`YwJ&pYr6M;jOg*c9Qx(|!`*j=RgpB|9uwwW)`%H1 zW=xpSZV@8}R8-8UsF*QlMc14bb5@LN7IQ)eGiFp21Qpht1yn$E_0Bm{Z_hBhK67xt z`{Q1IP^YK6x~sdZt7BFDti2)hpR#@~#!-JS`q7IZ)*0sDil|U&!uaaE?y6{3l;TY% zs*T9fNS!}>(D$AMHT@U(v0W0o9(!=~7MuHG{uzF~>-5RT9Ib9YSJL;#ypmdde}yc) zzFH1{TE;+L=Z_10>xo?rOTckE9T07f`5DMIkn++HE&MIt!}>` zl|OKiMq>$T=nq)>*K5hHki(ZQQV0Y8PCE4cNb@=6tuEilUZZvVtKQ$}_s`>r?nwk8 zC*`1jb^B;xZwL1jaZ^hVzS+=K&_99jCK9wGC%RygfAr&jD$)HrLCyT@JAUbH>D=32P8JKl!kSY2 zg~xwa-?g?Qr=ZpRkNv-Le$i0iPos=x64Z=8|FS0{rIw3wC*E0ehgG2X#h-U&_`0x# zz@JXvXAsOrPzGZ*M7(212P*dVF)!=w?OWIXAUtKzVv~WTI{#Mclv#C{;+iMi49GnRefWl@)PL(80(6aKXre6 z)EVbG`t|EvqIVuajr`8Gb5b;0G5X){uTnSvs^{_%E*tR_-DQ%!-tga}zlP*Z<=8G7H7KR&(jdhgIbi zv|4^){e^dHz+X;3RuI&T--z)=4oJJ)ob$e#cTub#Ry6k8&{o<2@+8 z8{y;q4ftQN7nqR)e--^$OHd>K9m6jtNG={V@=lJr%^Fkumf+28KdkfO6f~`-A8QB- zI!WLEh0b29VsFY$;2Y78azKA--;ZoIuot1|X4duM{ZF>qV>ef{SM_zRYrnuCj4MU&NS%L;@UxM=EcjoqFT088-b^qfK^X+M zaf+9kotSa-{H|N#{nN(*)!C9x>iXNLd}N1yQRbf<9N&%bd4WzBhell#_L|%5%l~?C zCiVPzD`oU2L5=+PYq~T}sz&8$MGBs_{{0-vfn0lF@pr4vKYJ*_UV>QX$U*no+2h$&pRM-MA8!hK z!7H9E%DE%h`tvg-+rXe-D1ZI=t99)cD(tQ3*YEo%-~9wN<1fbhuXyRjjU2N}MxGJ# ze{|PsonCFL%qh8H{~OK!2PmV11U2U`v7dgwBPpMQowHKBqAyjEQ_!${r2AR<4}9>y zGJiOT@_($ae8?(&<%RMQc!|=h?quvVhkuj()dq&n;XCB%(*FHSo+yX? zW2fFd-Y zeW$v@KQZ*z;ICN!o)q#erT$AMK_BQ*_R-~q{-nwLC-e;upq zO8ww}+3p|uH8{73jhoZU@lhxKmqnj^gwRiZXm0P~Lxuh(=tF%l?o!fIio@UeS@XnN z-&g2oKQZUGaInzNfj)TQzh17t(9(lj>LKfg)akq{TXaYZp`Q{#{_-&RVYOD0YqZ=qNIhxSMrPRoB3o+rQe z*)eZ~vfeG}!6#VsoqO<2I?_-}u|Y;>i=!8VqP^e~+~ZlG96_i6p0$e*el`~Z2Fl7AtORQU&eWArD^law&@ z^HqJvySJjsmYv**W8WM>;hE<4tyZ1nS0`S`+`+Q`T{$xWuR02O-7TYi&ebc?pQX6| z{sirf@=f%IFyiq&W&7k2?V_}=4RINz>{i!A-*2PL!Zux>?bMZaq9m}9QvXE zUVakO$Aezbsf6u0R-iDpZ0=&{dwmA zi@({%LLXLdzXJRKI$%!#{9A+CO9__}@&RF`KE(uGDf>&6@0dSR#wRePz1ni~I^55% zFSTC-UYW*wCyTw01|0SZfUoFx!XAq{eoznaFSF=>x^QQ+zIi|w>Td^*_C|W8K6yku z>aRcl0DmApC)p>ktQTebBT9Qf-xm7B>Uh-SV}7Y%*7ueDs-V1v7Wv~z^t@o^;iu(q zg})k#c+>~_tk4eyJ*X$-hq*b-`rAm4`RYgMQ^uzi^PN&3wSFiE`!1z_8wh!?-w&m< zUtmM)vvM5y04nWm!?FHD`-2}4hWrJdo<1e)AoBn3`k;O8#+Ls7NFQ{=KlDL2SfdY$ z^8)O<&F#OdcCwVK%f5-7WPQ%AbkMN%V~%~V->wqvk9`*QYuGo-=)vI^6Pf*QMGGEE zzQ9VDGnD_X&9yt~-MP6q&%`+q_R)ZHQqKXdp;GXt>ZUEL&WQc|i=DCqvY2MvoR|5J z$P)HRk)IqDGG);xw!`*b`Dwmk;y&$GvFXo(T~zzMIDf=Bf@VJ&_}j*pQt0wlSti)4 z`{7(`7F|ggT!ov~gb-lCI<*zb$Pnn$v!MU!6|6>CC zB(rP>vs5nnDVo)yhT)EF=Gtae^_g)_<3{;t?i2jZpIO50uBtNpRB|+{O!zY$SJk_I zbfw^b+!Hn;eDsGL}PWjd6fD(at$%0<6v=r`qQoh)q*&-v1O)&+K&(mf6EJ@ldZXih;x{#{4> zgK^RQ+wLjv_vRJ&IR6FR8u=9vRsM_Qc&uttzXIpkNh)sO5uSaNn+JKl_f^Wc#NlUC%5y^pGti{Ggy5bw=jx zFX#uq7od2ICpj4Ex&JxKMCY;Ki{qB_SXCdysQyWp4ri^m{fc;x=pHd`UG}(AqI@HK zB1_B@`t@!hN>G>}=#+!DC;2C7YPY&qr;UqdQz-tg-wGXRJ-IKZpdtV4A^*YP@4`C& z!AA6d-1^FQiY$NnQGs@5|9zKxiSq5~dvSv34>{;}vBqa<^QzD%PWhu*Pl{hZ>%q`J zlU4kp^t~8CP5<+@mEJN3&q;-YOI#NBp+O$?r<9tQTL1GV6UK%9e9EZ)u?GGVOAy_q z31U3T!QjDlV%eIa7pKk1`H*>1e5>J?GT#}d`oAqn-%AmMJd%U9&Qp`5HAR|zKAapO z{O8Ww^yh;cO}leSZrJ}whjqz6*5|qg_(oyE3$E?g;o<0t;j96DsMly!)syz!IP!I% zA7uz)JtGG#_R}q&{W8>roW_1I4W-u=|6N}`B{N}tsGOgw>u+oEvA)871^JevA5{o~ zPvoFqSoJN;F`>o$nvWie`;^V2PxL8yUzH!_39m9i$YD7cSmJRkn?wF*Ft5V@BI=KK zLKO)g^NAdEUw0!;g8g)ii`2dc+i0-Mf4nMFz4En8YfAF8O&&tE8 zI79yZ-@Ip6{g40b`VZ}o^Lx-=jeanK;4?WGdZ|bpYd(D4@LK0@uqG70{(6bH^j}r~ z(begDJ%T7l4!RfkkjzH3dVFTnip#-V@7(K|WdRE?(^@%1666 z6G0mJ8|%3hIVy>Jf>BqyIB~_|&eyi7XTPUw@v} zm=ZK22tJjAJ`*>^vU6UFJs_;B=UMClsq-J?T2sQ;tY6(j+@3L?n)mC}9B^K&--b7; znr+T*>)(S=wqpI3+WFt;J(&^z82R67P6YlzP$U1m_>eeO{^O!F!R7BUI~qXaZ=KHa zbm9!Le{4Z`qX=T1E(b01Z;9m|#oKg?VuwlKENeNT+uOt`0>35U^&+TQf5diZb4|+Q z)9vm4#^^IwQ=6J8sFxe3Z3_=W2+sRZf6 z;GCmG{te~rOV{8?X4HR3hkD`s8sFQ}4-bMG`a^#^^HFkWHMip6&W9Mr#il;lb6yIn z%z;d3C z8QSmX-jk{J5S0B>T295Ky8UpE1^lk`!;2vJ+#Ec%GJ&OESO3}jBdR{0hn-8|LPyp0 zUpK<*PEa%dxOcUUmx{HSHO93}C`0^%q0x_M}LC9 zB0`q`>9fSL>*T)&_-6Y76<UrO&oP{TidA>*D(=zpx=eo1)zyy~th9K{&5AKruFTp;Y%0UrlPm$VvRDJM|) z&sFZ{3a1kPQ4r*>vVOA>_yd#zOalo*PRK!?{ag&m&#V8l_1n+N56Cq={$Qee2*Hd5 zWe^kIHCc+y7O`%dSCFu$P+<7QaV63W=16ALf7pLR{{NjLe|&3}U*P*vM#GVz3ST_h z6DxUjzgPI##e?iTefQhw^tw!?K^(~-*N4#u&HBY};PIEty>G^`IU9wrsuX|wbcOJ1 z+uQ~J8_{ob^kd+JTIzf5VpBr8U!U(P$~VGSiVX?Ex+FK<*AqFW5%gmuLCyLhFpX=H z?Ei3fafe?wutgL<@AUfbXChU56h`Iq27g}6Rb>&IOZc6y)DBHJ)QeNlP<{_1d#>OM z*mDK`X!FU$9cX zzzJ3N|KsWVB!ZgthvUtFIJR!oj!dh1-xvA}RoXsDZJ&r{tz7^kXVP&?yH4LKenKo&h_SADtc{?$771xU{=s zVl__54co6JonL^jQ|mvo3HyEZxwJRL`GrT9@W{L)9Yy)mh>+<7HRoq`{qD!H;P>^a z-|Z?1|LxW5I&A#SPqoKuH2!_gl=Yw0_Mq_p+PZ7@9XT>I7v&q_k2BCGnn`reBBSNC%d%_rhNfvv;#W)pf$bU+@V6lGCkDvLJ(E@^) zXXK#m&I7M#{qa!X>-Vol{ZHBcu>GyY$NEFR|MRB;mJ`&>-?l9_zLk+)-!eGl{YHoA z{g(umHEoZzRqbZ;0rJ7%+rQ`VVzzf{rOPp!$I8!hS9YJnD_xzj;gicyK1n`!a&9w? zx3cJ`_;Sm9T5=lSw!hMm;yDL%v;I%M7Jj^z)9|n?GY4{4`GIe}%zoU9^d(ly4~Tcx z9mg|U^eAgJa)6@K*z9HVvzhL*w{pHkIygvs$pbz)7ihhCW??};aC@T6ZCH?RRlvWoH{!Cz4 zKcPKU{MbsxTC$AkEH*T(R?W`qWPc*$Rfh2MBMiu?<<<%=!;SiA9-<_gOCc`5a?9EEos$o|*B&w70U&;y8b z^a)cQO+JvbGwH9?;-_Wz;xoH>@>>I?lA{dw0x@*f8J-jn{X5>8;K55h|={8x|kCp!v% zkf496rT^;iEf)RCj-=09St)-(JMM46FD(2MBMf@~eLQ9o^rIZ~uadqP@mp)b@6bmB zzk+_WFZ6@ae|yaHmA{*4U&}fys+pMYfRFhE`n1RobfLZU@%k|83p~^Z@(kbg`J+CF zKicMxQw>UaiT1>N3w{MZEA)f^igDoM{t)p>{_1{231j_ZL+zpV$11YtuHfh4`t`hm z??Cbq{_Y^p^9VY?&!{ij8}kk51wBgrs_NvI>fa6P%KxsX(rdBXpp&l7Hq zK2Lk<0L^~Puc*TgspY~Kr%HT@W=&~BIWzgseVuo%68(yEBJ5W+`w`xI{1<6O(0%7} zD?MoCjc^R+{kgtN4K@UT$Nt zhYHoJ-}x>ZO8Cv&k00#PZo0t7`LiA2p&jL*yiQa9(8Xz2OQxZCefyH4|E(<_;{@{%=rY1LvTv7zGSbKmWbGUM z>@$n$qxd(&xO!HtTc-9Cnh5%Ff1Qi4z{hehu*$1gW}oLUef>KzZxR{i5(ycZ>W@Ua_I`!Q? zU0^GYWCiI*A$(AwxP&4&Mp-9iRX$}8uVBG_MDQNiqnr01i=q-(DI&g z#mC9H-d8#%&NHt`)nos@Ss|76SI;A1*8$}l^`DXaGr~tXsGr%4hS`rfz8m2iz2|nI zj4BhvIzkRw+Ak@4KaWudBgK1${M+xZoS&heXumRq=SUFi2{ZoIzdtj-Sw1Cl*PGahSa6PUC~*eBf{QmXdCGpas?QT-`fQxE!a z;EG3V=jB~FzL%#T6$oNJl7pe=@<%ZDp@(C){&iX0htA0J_}BbLYH&(!$p1)(brQ~F z@Vz4as6U#>D8&PqF{9`0PYEVYb1U2)R<7xI@wk!F*gMG$e z^*zm%#$NqAI*InHNqDtDkOt;i@L3A@ZEm`0mji`=rTQOQW^uaZ!I8|U{c)d#{@34U z)uxQ<5X3r84%*tUN@jkEJ+kbI-oO~eOCMeit@^mFpx>x`LNnE+9~~|BVcK$hH^MI) zv(bK;%L4}b_3J0(>p~e~oXWw#!gnKCn18+WpP$?o{_!&Rc--MyCe^-rJ;Fo%upW{> z`}W>(mD$nw&qnDsK76$Dc3`Dc);}-^{HvUw6yubg2|w!72dszWU_dG9o$zmoeeO4U z512as*W2f}{yr3RqWy9HgYQQDhjgG{+5g*de0QZExUbg8f8Q-5BBThfZcde>t_XeH z!4=Zo`qk4*;5Q`v<^(nSkKkgPUofZGqbFB~M+p0}t0!CfrZP3O}fS~FGOytekjsQwJ+M3@R||SteU*{(gx8cH%8`RH-AY}Qy0}g6^S#{}@gAz?izf?@zp?&3Hf1Z$36%9q6^`%L_1};E zlUj!#;f(z=&T~^&esB=RwX*+p6!f>Cj9L=Z@K4~n2A`zn2JbPA=>Ol`rw54lM2h_+ z^}fcP=x#?)v;KqX=g7g>H-Efmo>emBy>R<3t49JfPmUsuip^5bA3X_g zAwm86-}|h~jZ;1Ev126gi{*drKB)2UqW?P*-ZX+(XUaj}${E+Qmd#FO8(AZibtHV- zl3BMz<(??;I}zSUf;dl*gO>M1{quN4jtRNLj#GU8#^uYD;p+KcXZr3#P$R$i*tTbw z`^B_&)x%G*wG=<@UB>=*4)|~in!3=BUIaD#leBTzEtYF^(;2F=(C_*$B=)H)Xu+{7nJ!k z2dCl;*Plk`M?EN`o&-^j9JFsAmMAHoLxp{1+&58j!}5_1^S}Q5-e~*)AMzXaf$`m& ze)J`XbaK!yZ`5lxi|jdIU!u3?(3|l35Y+U)sk3PdgMTCRt1^B|b4s4-`lt5%RVgPl z2=e3S+D|=y)Z_P~iVP#D>HokAF`p#Id*|-Fy|jT%qxe5g|_5=Uu-$hu5f7BU#t(RZc;p_E*b8xDzX(IiYL=ff3 z!GObWK1ilXjTYUk_ouLj5V2)L+tAINQ*y)ci}N?g75({{b@T@YL9Uvg-CUOKcB6bh z`Z0x|hJSny&$-Ql>HIef#b12dFKok#@|=Q(^ke=+yF}>jKc-SfzZ2A~zf42MMAG^p z*cs~|z5KGS{`&q)%c(d+`jHOw>(@`yDZxB~n*CGg(CV^(??(~8k2!skt*7{UK_?Tv zcdF;-GwAzFg8KEZyZ3{sc~w? z1W`{pc+{;%oD_1fN4i}j?}+=;25aw>eKMyur{q?*ANo&`|Ahtq9Li`eL5=({1x^|z zxn}gvSL{`!IKL=dsr1Rd*Q*G8qxxg~pkB)ODQGo5ktOcc@xBk==hF{=g8Ke*88CHE z__1hl|I{b>j%#`c_55xD;r&5Svw!pIQ0x6a`QKviyC|pRR<}Ro$Ir??w4eU{nNjeEyXSBb<{|=)3HAD!`2e8kOKiBM5=Qi{1J0$Okz-XZlG%Z8*pp(mU z34H6ySLYw4eD(df5x&v+5$2U`R1d7P&jR0_4VID866;~k)JWsLtjbpzu)ROKKLH1Oz}&r+n5^V^WYRT?W7-p z1i>eAut~vwcO>jzu&)U*@1M@9{+V|X-fn`Bb8@i6xvGCj7=KtlAN)!G%;XH=xoYcXj`L zi1304YUCe3z2`HlX>k8{nDCAf)XblO$6DNB&8svBb@mKr1u5RU-hedUE2#H}N9g-e zg1-`!f#v)>pwEE|Z(DB_=T|cucZ)pJQI+4;wjc6U{L(OvVvO*c7~Fpxr;JV@Llruf zUhs_r}g8kDg`Nr-nvHhuu!wTgZ=K!n^iQ{MeaaA2a{rzTV>spAzr4Jsd_%`b}ex z<}~45C8z=Rmr6!Ryv_};he_9jf7z98Ew}Y--HIdK8TxUBpoae))9i_1_ZO$zF!G>! z|1xMnKnCABs(CY1cpUA<0 z$AwO_8KrAwEHU(xH%Oo|}+5Bx}y z|JIiOzga)4=l}Zo;}Q{anV_cq{Qg?Kf!I^EXQ9-;7^mb`w;#rje*IwW_(_KXE&d5} zr@H(sg#WYjV_xY>{_O-g^y4N$&H86nY?)Xo=15|btLfIU<`jRc?CEVoPj}!HG~J*d zp#(Mf+}ji{g&Z$fe(Z?Tg8$tjW1Z7gSNCt$wjb6{@Hd9?jqqa(?CBffE9C?S)ujRz z|6FZ2%D+uN?h?d4Lk^DF5b=&R`N8@f=htC`cZVSMNpjG(X8O-RTz>=Kh<;A`AK<^n zMIHLS`z05r;;iI<)t}DKu77?setv9EA>1l^3hzF)>b1P}T#J8M`wVk<31ij|B00xe7fG#3O$ttlEQsJi2aq7v7WVZ^wJc z?bo|%PvI{%i#dbj=A!*jo|0cCVecYkdC=#CKf|V?J)s8xdho6l_)g{qc-c<$2lQ!C zf4rkddejf`c;~LftNQ%CEdC;U@DrAMj23*gSs?hqzi1wQb96{TULS;Qxc=`KK z*$DnZxzNu=y#Bp(N_x>gdi~cI>~FJRkoAL+FWw!e#4jb{_3elDXi>xW*R1}YLcdwj zcl98BS?KFRUp9d~x9DfL74`=7?_E=tpTKY*3H~2w@&8y_@B{b@^-#iTMLfO(AMyCE zlxHXEiT59M$X-N~2Gf4|vqf2c$-=)bLO&b!0kB`gyFn$tB!)1`K^XD)u3sU0#&75)#)E!*>*-a-Pc>0ryvIQP`u7$3^9r;F+DFe{`ttDJ0Qu|R z4`BQuUdg`-H&1unUN$6uu0^T88VG*X%Ws5{55oHX0R2b@dM);B>chXSD$kG(_r};i zgFlf!!vEf0X*u%Imp|NnX_E%Ie1t#Rm&Xs3k5AW^`X>+9-&evPwbK51M0+5A=+_`# zp%3$A9a5JrBeAHoAmv$Y01$#4Gus|KLy7fg@j~{V`vt@&@rK@oiGJ*Zta}y)EnBsMkg|AbGu`;KQDfy|CYrvVGP27}Ou}C=c~P zJlb2&?@GLyALcLQ1OAL9|GWq*^OuWgZ_I}%Poal%r>C^v% zUP_4d*$P^ZWBukOnzv5&M31N&Mg!S?O^dTN$v^VO3 z{y_iYyPhBP?XORd@d^Ad_j>kD>eE5Y50K9&U%&s=)2H8`>iJzMUtK=|U#TzrtE>E@ zug`zCS8}WV`~MgH57(p~a!WIFNt-1TmpJ(R>XyZ)dyD#M^ae}hPyb@E#75bvW8aQ@ zZ_RnVV^XF|(vGe%TYJd<59`o{$(;%Z>$G07ii1C}k9MOEwumsF7gh~rksE?XAFL70 zBB`MD@`dq)eyaZ$oCDyV8TX2EHZiW9KS&R6ySD!OZ8XbC_=Oj|UtO`pIF4d)kAr(k z&3%jG`g;$guU{jkPIZW4r3hiy`Ds@Ja<&xsI7h@eU14M_(?2fpEemvW&iiWKMR8xS zqQ&t>o=fY9^J0_-y3rnTHk&tJ{Kx_Z`i=bS<#FLZFWuEg7yIqP6*I&7Bq4$#L-^c4pZjiZ~ri&ALn>_{|`9d!g(C>k+XBWohkMo_nk}Xjae9XtQx1{tUPZrnZPHI*T6@= zfIf^TbG+GJ$`d;81AjT>x%9r;diA|C?vXU(23f~AB?YoJ zO(BHC;C9%R`2HDL-FX z;bz4!fsgws2g)B|Ik+w7ioL92$yI;8iF&}cQvBX-wKIP8SM`1D=zAf8n)@Ozm%k;c zXA@8Nstv+fC!~v9J8RQ6)&ByL~s8?Ewrata!b zALx64|B74uSLGG>xSzs(F66kJf54ZHvb_|CBRhU^+#u{-luiHi>VvKAMf+LDf5Aaz ziQr$&4A`K(DBmjl;EZ)azp_42*CUWu#VLPH|Jkp}dQ%EcTQF(ZvuHto&voESp^#UVFniB{%Fpq(lAn>rryRrR{5EI&2~@?BZ~ zRTTIoh`^ErHF7jyRqyvwo~$pQ7TS1E+*ej==N`~>epP{QL_cLK>{nyGitkugl%@|@ z2gpJ9Vf(@u-fKbr&$YbQQs3KHSH9{$QCa7g=P2Jgd{y6E;a~MUstjdRji9Fe0#9Xs zEWKGic1~AWel@4~aTj)H-5&2L#vjI2C5neUl7p7}X5W3A-fo|EPsoo-y}Hae)Tp_@ zFGqNgFBCKb%lwxs-OillyIf-!Uoo9SPJHxkDDcY@LIr}5W9Hz&;t5iT9*X})tPAFo z|3*q~$p5&n0{^G>zRH*UKcZbnkpD+(%U9Bc1VJwA?I$}@MwJO-oXbJqG_T^M^L>VgA(5-&H6msZ8Az`*Yhg}s7{ zWxo5bS*P-!6XDe&sNp}p@6${6Zhvf0kA6|YUO_S6{Mm*LR^J=dAiSCcu}+qQwr|oT zu>DR4o{d`)F63vw=O^0iKgX~l}JCOuh{^1aSrdar}>8U5h+phAA)`B}-H^xeUiKdUc` z@vCot>-tZ9uZnXhkZB#h$%OqO?jwNTfPT0V)Qlh7Om{y^yY@c!&9dXXm_OQ_3zaiQbx@PLe9!TTaT%q*tW&xHWmswD%NkCX8c`X-VxQ_QX|4^ zOc3jEIcTvr6uNcWv(I&Q3VRV-W>$SY<6cv%$1i1T!uqbD*&#xA$ckLQ~$@>02yGZd4;|pBBv`5{4wV>}k32OR3wo0GN(u&5zPB~ABV%sVHNy$ND z3g;cdDQId*KY9?vIF*CJpBg5xH#J)|yPfkEbD?;@L5oiH30L}9vg8KE-$87u4 zelK>7LCy?%T_j@kvUZ~X+zGEWL5wpw7!x}!O7c5Di+9~|hGBg-;O*Q|gCbjVN^U6s zkPdXgK03a)p&uOyVw}lAi@x{P1gCoYhlGmvx<#jct9WUzYA>QK;k74-ewKr=RnEt< z95nx9{dCr1?@iS=_aMA>1U2pN(0Aeyww3rl3&nd__+LGLG2%Z3Em+u#(%+XE;rB6k z@7sas@+7F~KmWn&pEA7HN4>nh?Vj>}Z(dHxt?obciz5Hk{i_lEcrS^5QS5#Fmdf&D zg0d08dVesT>3cVVI8Tv-K6z%|m+sT~ANo%j{}nhT7xqfJ(g&0y2QBa2e&oL>4W&1# zKgz-UsbBwEi;wo#?;pEU0bVFbg~65bKBDD;y8qL^zxc1^TZ@nSr*{9p*}&d&FRJet zf*Ss}jbDCGI{YBbxV&W5aUb^x)&?)Oq|~qqxf^Tr|)al!HrYU)Q5fyBB))zOj~u1 zjReZj{^CDw;{c&jPBgy-jVy_zKtL+Sew z1Yetjs{iw&LSG#BmXzFT`GNlbS^fvUe*HLr2pLFFProP0Ppm(nuZ(oo@$Y{UV{R{pVgM@d?S_2w^WSwd-Hd`J?i!ZGViPpWDC1 ziT$sh{;@>hRDv4$#hY|^CY8U_ExXgQdyG?jH}iW_cTWUO@`?!Pq0N$t-EY z@sP$L55@UKjaJ#t`<$*P^)-r0eg>> z+>rmUenS8K-1;fd8RH7?hO8}LNf#;XJ^md3ggJwMe-NB#QYcdE!Vf|~yG3(NOe z8nG}-+5r=;vI-RM|Ka{$Jiwh((6IfH4)p8iuj!Ov7D3JU554G_$lUvMA6a_uVTN<+ z-d-2C9T}*uA7&8VOoE#8E3an($x@)x&6XW{Z5Qj0ipAI4Yz|%K1%ELH|msh$Ar+>M4JYsU4ogg2Mb~ z=X@2-dQbztz1!2Jl(az1->V4!CP59p$;~BHa{077`OfEPh70tMu6O5!Z=A;|xoI{1 zI7JZWOmfh2e>CC4;Jf}Tn#EE4<%!vD)!aEol)r|)uP3PKztG;ciPE`)yRwGK@7GRK ze7U^ePwkb@|0rl$OFz~T1fR*lz?1tEnJ3-f{Yvq}>HaQt<1bL$U*ml%WoO90u?G5r z0hG}Jf*Se9A07>3UtfKHzEXa_vY+A;CafLY;Mh>nejDg}AVJOi8&jZH9Gld%W6roG z_t{X2U%BS_FBuo9_PRFG_w5Ap6O@7fYyXq%-KIiaP2KOY9`t?su|oN_Z!h{(j=JcI6Z_md;SXUcLV{D*yPB`x!HAh!Fe#0UKj41XZkKHT?=%=fwIQ@5G5* z(?0qE`A`TEbbsXcQy}tA>l<&J`qbn7@QkkO|qxu`Q|3S*= zBtcF4`<+|=PO@9>wk}iTIpMEk&+)Bmz6ZAzcoq>ME-kGD2 zpN9$W2tm#K;UBR5ofJX$*O(Vq(ET+f|H<*2h6Dd7{WwN29U^4;Iji?|I=?t4)?ZjZ zrEdN*nNTnN`+KAQ138dC`t$D-lpu&8PU*Ys??^wg7e&caUH_lme}jMY^4B{4(VxGl`A&8eU8nsM0umhrzIFZgL~|b1k8EK4lmjNynDobA^*mX$kxwgLTcYXsq$NY{$@l!?8SmEy}jjIM0YwGkQ(`8 zx*GNubEtFNvuk8DYfkasGlUke)51^4uiJ#5Kv2K`yXu{}Y5(Mh>>28^4|Otad~7{rnxmiy??{DhK(?Yq4x>aXuE;YAVD$S+e_r*o3Sj&z%22RvY{DL%vC3Z=Z)ci|K?h0~8n zf_V@jufK-AdBbXMI`17^ShaV4`*`Umd5^2-XAzYC9zo6c_wD1hl~ud?!NzaGCGq}y zNT~+tF79{bD8{J&kq-Tz+Vfw#eZD!LMjR05|E3)??Dv#vkjnBO347go{muJC-~)mf z=W@{U{>Ll8cIz11VDbK?V$rHTfzwobb=K8CI0)yz<;?@=RZ~Gf_%fQx$38<2Zoatt z2D?o15A!G+w-otzp48qTe}Td zj*5Q99LQd3c8b5**L~RG2S}k zf*|TC2QB)8$BBQiuF4&|K3m(ELPGvo*M6$KmK!h1(h11$cAW52uYNwV7~{2khdt-o1mhzCcyH}vBz zK~4D)$BW#Qjz25+rggJOVQ<`H(DaHUmJ}EGM(v07FXn~Ro}VaW1q%H&{r&5EqC1u# z_L=73v6Tt5e>>`2gW|`Oy5Y9rtExX_L_eXK9O=jTguD*lj;Q+&Yw^K<`uqQQ%J&1o z94Js;f7U7VhWQl!nviDueW5=a`)Zo+IOn>e|E()OSiB!o>=9MuDCQ&m_(V`M|CA)<^)Dqil)pyn zSL^5x6#B3F_479(AM>aF{2@IN zQiz~t{o$J?+Y{!rCwL1$v^%E9S;K8V2ALRWD z;k#eIU$^hmZi4@9P%c5u_;vSv`k3*C(^rg_qQ&~N|I=0ngL0_vzcUhEHiDY*7qc`m zoVo70*Ko+4z<)8TWZ(oHoFS>t*T<>nVe@;FBLjL{S{An^_UW8p3Yx(Dl?)*WoKaid3ZA&mW zGM3@HgHM^M&8#u5WkSXIxATVGeQ)Hb%8~3B!uypV~mgSiHYY?fE_M(JraIe^>Cs#QddyKT(((q7uPh6$JBt%lSicy}6U0w2Tn? z`y*ybMdoW{hT7Vjr5_$$=+Q^g3cI6>|C zLEFnQY}oNv;mh}{`e(ySgnQo{>>%hj8oxgD{vG_c%<}%dBqtKBI`JQ;YWW-9Bio32UeG!(evQ-f};EiM0Z7k8vYFk?DdSj()s&bNB%w)zAzc`AJ(s! ze|~QL9xUGPruO_sq4UT77AjM{F(4r)WIT)hYnzpe+%tMc34b5Q|M1>5@{v1|o2n3g zU4mNv87sYK9sxU+ADte-ic*8!^4^pF!Z3CHT9xo>6V&jJ{et50Z1XG6#LMl&SOLO6 z(0D-qLv2<4+iHYYi(ocNCj*QAS511q3A#R5-fybw-|B?tL=fvN8Q*=@AIXwwjdFj6 zdGVCv*g9j98*&t5#D7NpUxUi6Nl>%?2tM2|QF5PAAx*or8^!wJ!;tI~CO>lhpOtS! zKk5m(6uaLItS;Yz@0a!@_+S72vJTbTnV@F<=-<1*Io6HVFOdH>mi3GE>t}_2RsRR? zA5br&`a}N`^eg(88Abi;5#5ZScK>j_V>FxbgZn#c%m3e;U#ROx{rQDa{S`XD{P6r^ zX<4d?&+k4J%1p5sB6Rer>Qha&I`{*F`PsB(dXK8|xY_Kvyo9{4>#%+{&ub>|)mWa- z9DXs3$3*llo78mx?mWn;mN*wl_g}r-=zl@R`_G$I!xwv0JJi_{YhY0KZZ-6fp`tk^S z_4uyvFX+v~Umh$|p+w0({I%IY^142J+{!GIUN7jz>sjn2_vS6hUiuNU!Rve8e5Bmm zb&ogTAI$bvM|2nVrk9xw*thK_)l-I2lKb!4Q6x5K6r1A@|Acy4mwbO#BZhXr_ldTd*=H5 zkq^@A?SrfckWc(axrz2if2015EcWu7QM?ULcsj~^Nr|SS{q^=TV1E|$f}cQ#zCJ0- zOJM#(T&FZ0?ZYQ#mvgw8)>%Lv;!0jyU*@{0P zd2be9dw167U2;~-QKLguj%ZycEBFiY6#b|8i>M{+r_Yq##t*1gUCfs$!I;5K+5efi;$NVP=r8b#l0J#;Gk36m zXP%GjD}i4zpCLcJ{(!!IIG@IPBV|}UcTnOB5rjVnQtAqrG4*taPZ?e^Zc2+tUgZE&*XTgVKts;GRBlE>=>mIyQxh}RtZuQ}9%mvEp4UZyC ze!HEk9k=)+sqfAgHk>r=&+cu+dKUf$6nWz!+EZgAX zhyF!8@iJ!v5Aw-|H>dp) z{5|+u_Dk>|Wy4dBFLgbI{L$Z_7vmLS{remJdm5}~l=-4K&A;k<7toJ*)ED`qy%CT3 z%hLYdErmSoYHo1Z9}?(Q`p1zYABCUg{S)m^Q9pfqp?!gec%}RXR36$F@0m;{yhFf! zBKSi;|Dk?}PkW|z-{9A66@OEuJMp+Vy&R`zcUSm-ZwvD8;i~w5%G87}ZoTOD28F6| z#s6AE;a??!{LiFpFVL&5hf%MT;|Km?RDVxsAMh{2XkR6)t_KiC{ZS6+MSU@UARZ9$ zDbG7fQT-~4^<~QR_FUPIBOdYy^-;sX14MoF^SgdMkuv{AVtoLAf8ZDRPeT7H{N^m= zG4{vcr<7q;o`XK6f3QA9ec*qv7{_^zlApRBMt`M@Phx`qsQ{(DG2ehc@(6i~{sg@U zW4wY+@EgL|@0yQm8nkUJ&YPA}81fPP3;GrL*ifuzW?AGV!s>VfJ?8AjPImp_cuYB7 z)%L}BM17R})b#`EgZPyE4*3Xrz+dY82Yx_%{C9sYcRw!A=aZ)~GW5yY(#K8>Ik?&T zlyOVrQ#R#krCVCzBBi+xo8`mZY)AG?CvS?7jRIrYQWyH-Q{Ttk$GJf!91Jg+A-iGm z@o>xF)6U0JE+oZasGI76#aU#Z-n{1m`cfy#SLe^g?X%vUi`!>GY9EnTCd>X!{zu2q zrc;z1?!Dz;OmNSStlCWPtTkkNP>tzAa#)4Yv!`cVE$(wbPbd;9&yaEW$&reDo3%WMChx%0~=+R{iT9# z+>_$HE8bn0@m)GRXAy6|I7K}SW77$tTb+Gr^N*M*@NrL&i^|vB=fo6ipCCD%`@3%b zoDmH64t{O9_4c`@Q#mC!AwBNFP#-xyWXhsX>?qx*7bAppZNrE5u<;P(XQc1AF9DQ4 z#|BqSWWnyuTU{@DLfFHc;<0U8$6D%pUfh%79v^hb_%9BRdMv#-*WS7G>3!lo%HhS% zFTIMob1K$^{>D9+{yoB?KIu#BycsU+!6xO2uUPk@dY_VoGRjI2?I8zk`z}qC9Oyn5 z?Oe-ppKHB7rqO*E_!v;{&qg6jwMVST9d%yX~$Fgs9e>53fHTM85(4d;h8Lfv^rjyW;-Mfj(&DkMFZ~57^xgm%cx& zdXM4VUi*u8o5d}hEXFU=7eR(9eDP>ctQ4C2-I`Ck@3JfOy}jMn&y_BZ;Yfz}0|n^= z+EEVr-fI4ut?(S)yhpd=!X9+nuCfEUmhD9OkaxK6*0jGxesI#KDo**Qwdhl+@4=z} z1i6iVl9ThQGZI+L{IKKkzitut@!4yS-CVI>8&N*m9Z=u?F-Hb?Ms-`p&^|XZ^-gna zYHLp97`}%XL+>%b|9X8AlnbaY-;exB0bhR~i+ApYi6HQ^9CY*?_EgG7`aqChia(B` zR@Yz2R=rP7?fBhjK)*fFU78@qsT>S`|0J13L=-7G^x!?ViQ>Nnk7>1Y)Nnz6QTkqj zAm#x%Xn79-eX;BF6Ib2- zn+vDn4Cz*TfZfLvEZw}?>Q6yfYqh=bb;+%`}OE3_^%v&uSihk zAHO~8)9sfQR2&kR7!@t-!BlGdB#p-+b^TJF@G2100C)S5@e*%!B5qlm-Qqp*z2qmo zO4qdhJ?;PIJ;hOHtk0BvtrG{GmFR~fK@I-}IG;#l2{E5Dm$)7-)_+M3cUv#Xq}sDX zzXR&~|J2m7gVv|J$spffHwZWx^s>GvA9#Rze1)w0;ytZ?{=~SdO7vr$BL}%%uMJW~ zpSDxxxrK@MNL!9QnO1h4`koZ!0{(mXVL@1Dx|$DyZ{W z2Z(jD?N8cc17GXM59kKe)BlLxn?>;{Cg5fnP4-4k~tNshGs0AHs`r9QXO{D*b}{89VmB)ZJYU-LaM$OInXzvBl6fxjxr z$LuqvbQ1XWC?iG?`#Cx2UZL<=$(`OaVt=$?#iiX96RQb)lnbaYe-FI}1OKE}pN+^8 z_Ly-_jqmm82l^M^WoUn?WP}tLl4Ews$TQ4~A{uUvDzxf(H%>v53;k$HP&5Ah>s0#8 zJlt$wu zyp-MHTwULs<9iGG(UKtKtQ_=zSL_9Qa=c*qu_I0kd$7$TW1Z7guPXQtiZfjQ8QC*)r;HX8)Qlh7fmb(6Bl50|yH+}i-J|ob42RR*9W;BID8Dt~4JHUa zk%PAH3*Kfidp33XD>_=(Qwi)^`f_4H)t*Wl!s|^C`%yV)Ie&}qXd3_g*aJ3};v2ut z(Ims(-lF~5(sxgSkkfK7VAY|IQsj)7q~l4UtS7~9ua`dZ%Fyndf+i38(T<=-{)YC> zl__0jNP3!gQZ8J{EP2K26cY+%H&`C``OYmovf#Uzpkw3mQ%g-rjb^oLOxIeKL zzc%?(0srd#QTCvWFupYM!&GQsved13vyie4LxnwohkToY+v5Fo@!5~f=~ZNt7EHJjjxau z8iaFQ+@BJ;!k^0k`k-k)|Cfj2q_9&ZGIz>#R`_!as?=cM#0a(h`VyWGLCyKylLM!p zNw8-Jxu)nNmFJZFKl4vN%BVj<&H8P@Mf=Chm;7Oae@|D;zIN*2GD3c1+yegl_&xX2 z=NCAC0{`p%K@TLl2NBflUt+ue{gwq!Y_#ZRy+4IMcEpwqZ9_NnRMH<9^b6&$-1{<4 zLBsYp(x)Cm8BHY!K9hsK%fFwI4)*kBdFn^A-V|Rdv`+I^bG$hPO}_MFGCrs<*6a_y z$=*Yas=G%soHGolz4%nfajJoN1r)gQ-j!W%&ld?p9|PBnbMPLV!4_Wz1Ld+Pnc zVEpLcAAoNG_52HcX2>t-GZVR{QS<}r8|*XW&lZ1<)o#|RGNyL8*gwPsEN=WNSsg#4 z34aVhP5b#=3yonRWRDZ=a&Pm1X?Lco_ivyZP*1;-t!j@XwdaSJzcBt%tB+`8&v87} zdjdg?{PC53Pn58JLc5%aSbWkkO={)0dVi;1KTM=@ClS<)Kl`a8;)OjNtlxfC9~JGF z+V(F?_YYW?&9V3cFUpBrlOO$-rsb%`B9g*^|c&7DV%wVYEa|4b(I zi}GHhI;Y|cW_LheV;>617ghg zmt!W>aj$adgjl~^n?J36r}Z^C(n0P3>g5moaijl#&L4MR5Y~lw?}+l}(T_g}VxEwL z7JniEnKwJf9=R#@e=i^G>6m#-714k532y;G%oB1jbasnaW~=M}N!0(8+_3+U4&y(y z>vsiT_2;NRzeBqN>f8U{<@awKbSZFiud{@=C8+}hI0ypCtS-zh9Ddp~K8}9Ld(v zkM#tx&Xt2l&ko%uVf_gH(XSs-Z$N$hQO?iGkM?wa3;xr;pV&YJY$T{z|Cm}o`@rl1 zPv>n?f1kL&UFzE8(5|}b`!&!FsHZ=m+Vhst^EU~9EN7qJ8MeG+8;*Jb4^WREOa2fr z{!{A@p{K$5^%f#z2SLm;a*)@VpTzurAMVrQ!A9|Zp+>h%?H}FhDdvx@gtwhwUV<{P zPZPJ1c}09Ho7jB`!#a}%j9%ffv9cKbivy?0zy zIn*|K#=-sHnuuL2*sv=q_J+OAh`pE58GFGpj(xBI(D$uG4ffZu{)sp?PTGGNO8YO#%|FUDx%($(^Y`r}_W`1Y`VW28 z|24bc{z&-C?Kj2xVd_-AQ%-Kv@lgIIzCfZFXRFTnQ$}O2ocD$hPzjX*X^v1WY;NMAnyNDX>r~jhr zVafu+Gei5WX2UZ}{`x2Empp%i-hs;cC-1+@>yLX#?)^laiK@gcWbYf6Sa-|8iDQq6 z^E)5L-CGcw)?oS*hfXpY-vstL;8j z4US}xZ%{e^%V_?9@{`ZMfe%#X2Oc@}M}CjtAPI7asGVXla`-IaY@YIT6Mf0nSHn$r{H$CAEYmj zKT&R=a{2l78kGG|V6-?tJ0*3+pu>x^i1ZZ_B!s9z|6)$hj#J95`}0MoMz>AHz-u`F8mEyJI=D>Ra{B)5S^EBfsH}f;E1a6ysnl(TeX^ha zb{YP%WLIH7&k^5kqVoL3N2$_bQqVQlko^1e?vF1HX)E~8)Aw6M4a6_{;d|D0NQx)iP^z+jfh~WxR!}!k<>$zE3k$IM5&1n}|b@Ihzo+x+k6JzjH`V48+;WM2gc5~bS)JDTcaW!h_NTK?3q0*5 zO%B#;`$zKEzlB{UJR(ZY)c!$#pufrOKadW}HIsDyB#Z)t6U8_|bvoDWn5f*R_LqnJ z8%@3UaYI>s{Bf1OUn81{s7fvtiHTuebp8bW0?wbHoYC$;<@OgM;Q`D2ANW9J{^$St z9%n`lF|X5)NTT`Rp`L%(8W+i2w&i`dcg6E)c1*xghBcUfL~&k_1JlHPN)*M6Uu?6-`ki+TtB_xjiO59RakFG=24MA6Tw&im`f zMzIyNegpYON0na@>y?XBaMSjK^=Gu7N)*+RcG)%w)H|kUPV23zv1;nzQogU^6;A7`8XATVBGqN ze31>mrWBNZ((4E5{_nx2+2ruUc`V4=>hj_s6X1&L9w!5hRxvBzK@zqdY z8a@i}o`7GXksQQD8C(q$BFpm`vbsVgTFjKN*aFxOH*m+ z)il$_@oQH7%HD_9u<2`0UYhD-l}*1paNv#Iyb@Ks`1tmuKjk^_XEga-gndJ~Car%L zfsX@!Q1JKhRsq3Yw-xw5^7(AU2R`}y^u6t?OL^C;EBFx}gRVzXZ3!MC2S&O!Q|c59mA6MR~(tOW#r0 z8_1){@A8fO>Fp(HdkUsqP+wdi;3;TS4 z+`xlE`miS`7p*+>`bK?t+VFp?kv(zaz-NR%@(Z_o-U#Ij`zEIkH{<|?eDK%ecM#>J zR&(`mzZE6KM|e~k1rd7&Q;Jl~xst4}p;CG4}-ep^xd2fh{Xw1DTNr6yAYr{Y6*7pA=sT_+I+@MN)YZn7ls? zygj5Z_a`!cPQn94|F7w@hbXV4_2Iw^+U5fuqWqHTAMmeIi2BshgS~R#E2{RLl6EZ@ z`3HVF>*a;^3IC+|aTWGKOW%QyAbfcZzpo|X1y>RM`46`7 zLPb$ua{nps_aJ?wtGP1?ev}{l<@(Xw=nowDk-u`hp4Pc7$N2ZYtv_qcn_4qiq!B+e z>E_#Ag=e#C|cT!Y+?8OGCyPm|wG_(R^LfQb0p*GOz>V@odMMBT zj;Gh?x7+FeFT&G%@)e%m6MOLVMp3~U)}y%l_@OMoGHCfH6;FoKf@tCXe%yCWOPGoBp6Er?r z+~yqWXCxtkYs2$*>;i+^$J9Yq0RwiW!dG68G`yyYP>)}}E!g`&&9~_vrLh$PX=fru2)<+i%3SF%4 zhhd!>>xd{vYx*g2e_%Pr?z{9Zo&LV5dYe4(`gnak9s49dq11HhGkx(Z#phDlACC3e zE6zhq8b9LB;Y&3+f+bnpQXTSo9M%(2&)>VA3%z(r_TAp}aUbJ*(?9XA`{ZUsog! zo-N8B`&?~_-*BENcy?4Q>(S(7f}8FqAsq6B z@eRJ`rXM(Ofp(^Tj_I^BQCYOS@I0@eNQQjgejDDVmP&E@t_mmk|+wSx=Id24^pTc<2UilFY{hBuJa}nw1rvPq5QBJDUh6mxbt8Ug@i!Za0 zof}Uj6y1z{AM8)Hmza?)v-W1&QC4DD0r> zbdDKxnJsv-sjEk$%i=ym&uUEqHdOWz=@%lt!bGW=*<9B1NW%i~z5XFrQIZe# zKy~`HXn#UEay|a{H=nPI_EWvu)C&2x>i6Ny?-l94IpH-s{Ks0HlC!h@ zeG0<(Mw|Z^5d6g{qEbW+?ccdco9Ar(!D~|%b&C@AWBHg)SF;8-7WG$x_(~FmJyxBu zbwls5&V@@X+c6&CCIelxfZr{qlYzv5wu z=gk{Miu=&52TUnF?Dv9#zcfWuhA8ZW>a?9l8A0dCF;1*b=gFa`X7XeFh4%Zs`?=q; zpJwS(wk)U@+diB6?f|}*qaSsNVmzxl17A)(r=4!T}H79?s6EF9-+^x6&3iQ1?QH+OGXH0INx6G%~vPg!@+eV-&!Hs6qdoo$9`36;|Gua_Gf* zG5-x*?e+N6Z5>aY6JIT&2K(#p(l&vO`uNwAOMe~}gach&@b%6dzJ^2%_UqQiOMfaK4!PcWaN#yX{~Xis z{*sjiTX70*U;U|pVSluBJ$?Mrh$8YNigv0x8?g9i%6dA_gnC_i-*x!zarXDWc%K;k zitRqq@=~0VGnM~wz6BE^iyai}AJx*-syehpHNoG6B5Fz$^B~n3Fy`G0YMxizu|9?M zZhQN0iq?X40{OigGy4gC*ag{sc~O9tL@^IkowoDXUP~@_-dOgAIFEhodZ(8aqxJPG z^s6n1-=IG+hoXX6t2X^T3JyIl+Mn;Uh4WT6PX2jJ%nR`D6(wg{e_FV!0#9FC4|e3> zZ$&@QzA(;GKl@GY_mts2GunUs>CKj{xTmkbv?hLUqR=zd8MyazEaS9(gLpMOGW|TV zS^eQY4C?Ru`Y-)FC)T}5TszCpV!`|o=Uc$vj()T!ihf>o+U9@rU0oh#JGqvjfB8_j z!u@s6bUY@r{AQ`*xY40#oaF@?D6}m#AU< z8XGh=K^f93&B-5{hB6=Wuh!6g&9qgX||IP!|^Qf3VptIWvB_M+r{BP4%z8$$dhz^4HP{7UMU0{lY$e z{XGNOe)gb@^dxGqe{PkJ#VWxaMjfj+`W%Cu$zCO$Lsj)Xatdyme}u!jnzpZ8Tk!Xy z0KJJC^e1?G<+nZ-yBYsR6Fj4V6wx4} zNJn*sUP$|vxwLej?^$KOxKDq@`kqKt{XU>s`jE3I{di=1XWN_OyBYs0N7F7U1-1-HBXqyNCZc5?Z% z5QFXA*krti)WBr_YBa^Wov6Y71*gt*Oc}Fl-K;DL*fy#A;9mrB|8mHivG4x{- zQH=9dr?bcEL^g14kW;!G(JX@e-44%m{*+h8^BGIuml6G$s7h?(k8%sft}eJOnjNR_ zv$rPPtTS$~sK0UaeG*Ya|K-x4>k}nMjWKB>SKef6$bZXCx9fg;`f_qwexV-|i5l9k z%P;2>S)yCUMptGBvEt;vpqcA~CJ{Ow{IB$V0#QT$11?sIVlnG0)C;@3U92C3%sp7R z_0f8qf?LMZ4}YT2GpqBy-=Ay+;b}lGTV37SwLqV|BLDWbKa79m{?ClxZ2V)!uVpJR zr~u{9gU%a~)3p7Bo2*|=rihjjHPoNqyIb#=N2gCUO1eag{fnaw9(Bs2=25QO?^f0DI5xt)yD0yu#5ap5`gzr9+ds>)Vs#gO>Nvyv`* zm`4=t%<4=P{76ChVfWPcgUERVGDS8nnj zy|?1D`djt$GYjbZA4CoM8!)@&btO13Dk4Mf?V|rJ+OFuW3X>Xg3T|0QKYst3pHFKN zuK>>y{rdRt#508cBzOLR^9z_i%jXvsk=%=k8pglQr;5ib+UNb^Jw@D8q2Q+N58=L7 ze(*#8eQf8Z-8sJ7XTMWO?{THDo8OD}KhQ2(?({m?r+87pznlcwNYv1O`&r`NvCRdW zJ2W2~#?XI6CXPB;cB+2iz#J3Xk!Hq5b$|cYn^N7t1r%GAmf@Kl*souK9G2 zetv5;@dpq!j30t4qzz|2^qw5_%FFTW(nIQTJPK~AKiEHn{gBr$?5lqrPaO9c>`h+_ z7c1W5!g)^cucII9i5kjp|H!cqndMUdzIk`)cmkV;-YZtERY?wh`{Y+`F)_&NXMfW7 z4MY*n>WnyYglV6H#d|j2JAXm>%lik(m0v5r99)yj-uGBTgOD%H{<$TO-#=9i$S>F5 zW)fr@(Yz3h*3YZt)YjiouULQofx>Mex>e`HFTZhlG5-p7N58URdY^+6K33)kWN-OF z{_ib+F|MHV|MsSDc7E}1is%MWk&e25eLCA+R&q%7QdJLKVs)s%JkNFNR%*alG5!oB zzC%O}<6oDv>E0*-d!9wO91j!ouN!&F?tL+32&dqd9rR--QG@*rj=zwo%%<}TdC0#- z4v)Nf2G!@}G_^liKS%$C^>gs=q9417LQhp^V9R+QlyaZXRccl}N}T^l;XG<`*M1(H zf}5safX*Kxefd3xJrvPFqK5SSFOGZ5dY2k_w%mkpvHv+P;`HYaPE3^lUgA4I6nd&U z0~kX|Yu?~OX9XTXP^(%KTz{#;DY#`H{n$^`P=C(TKEG3dN00fRh6j;H@c+N9 z|Nm3#w-|rO_czSskC*oU<@X4KsN9Yd#W+!Q`qVD?URjWNOEae|p$y>y_FOKM#chx% zzr)0L>}!5Yp;hmdmxM=ydeQJ`bUdOX#76@?i=qBq(oa64ETR2hw5!}x0#+QDl-&7~ zzW;;!G?c6*n0_23YOo){r_*j=ztel@7{AKzp_`RI(n0(AUi%6A`@QR5-{L<(0$w62 zuOEFH{PFdslcyN$Ooe;PyKVZjzi7WFiSIm7kRRo6@{V zFHXTNr|8FNqK5HfXwaTVN}9T(Zf&0yD)!&kly}`+Jls?8+gtt^|H=0|Lnz&IM4_ju zGxko-7=Z@}`<-ArzoVZ&IzxPCi5l|npXJMChW8xNfA8DAU}g7%$=&}Ab;ta7V577R zhgU4ZDLGU7jqxkyum9NIqe^c3xeZGvP@Wj_;xL<1$f4c&PnP3Pp6CXbwbd(bmt7^badH(ji*l$*vwkl;#}k2R|KBU_FP}K#JAV=?<$4AMig?Y&d}N6cc}h?#d`qS{rvKrg8zS3 zf9WVef7|^?H@nlXL+1~mKk|EM_SIjY*gpks1@a$3KkgEh?dSCMPYOpB+Ryrtf0_>M z+K#`d<6%b9_b8&6C#%i?SLG!OEz|vA<3}4EgcUtn)qUfW+bW-zd5U86{oX%)7IQ{PP_-w?8f9(>Ec{D zf|<#W^+WXE-?x4k9E9I9`yb!K(BIS0=HJd7@jjv-kBJ(`58HRV6#WnE+JI#CpGXJx<9o+% zC_jzA07tyv#?yLY7oOG+>4&elbZw>$KdafJncN{Luvfg(Q2tKc=bj%snLF-v?Omv} z2jQ)_3p}0THvF0L{A@z@qF?qgfyV+o0hDtG!ZX6Uy>>sphPdCZ^~d^sXZe1j?Eimu z>-Y!j2oD9}<#lI_gW<2q2fTnB=2P+Pch|9rj;KdLl`8|kCI z8`|(ligVz>U_Ju*p&vH9nZIjr*Yue`^T_HGCm#hh4O_z%E!75QBl1|0(s#^df>--MQz`r zB-NiIha3C|zsH6z*POSsHZZ@IJawL?%dezp!fR1_T6uAf^uUL6&G3hQYVzh4_C>=t zs3PnK&I2Q!ug>>gXxg*mrmQ@ve<6-_bS=M*0S{0kPqc0yP=QZ)7;re ze{^}Y`e`BZBcIPieQEr#PmUb%YU%6x)QRkEFKYqU?azVdvfBy}72(T)NAu8jj!DN~ zk=?TV$e*l#ntoK|t!(w(UC4!VcED?SVok4gCxJhP{Gh#OuzvW^QRri4a-)1Td!Wx7 zaE=WAh!5qV;dQhX^5EPS{I&4eNS@LnoNO;q-*R~$wBds^5q$EwBx`XzsGD2(!A1AoAL+v%6#lY%SjSEEqc8U% zds2z-7}xsHgBm?Wd$$(H*d_IaTV5{(J|Efx#!qm|>w}tnnM8cDzq}r()t}x!%IkHQ zUugL&DaNnJ=R%u(s37p|FrGm9%j;KiddLsrgFb>E-?jd%Ab&CcMH#Q>K4N^+*4BS_ z7WQ0TZ%L|;sy-3ECF0fWdtt$^<)@Ia|Ilwu-&FiI+juQM2S4P6KjMe{$gk`MKPdcR zkMUjBH_csu!~ehINu6!|+wlK|cv4lU1U!G3_Ir!pfBC&=?+l)4dUt7(@dp`DO8xXN zh*A#PO3)7!&03;{^)SD?Z6CAyQxbZ_8}Ou_70FlqPWab&QZ0$!upT^rUiHn&?vK5C z7J3}b9BDzzwV(gKqn{RV3NF@Z>d*&yJ!o%qya#k;`cw*>rwUi5uBVBlsEQE@Li>`jV`}X z`g;A7HR?pPxR3r%P(UWjOb?E5SZBgMl3_oj(xNDJKaB1ZAfMWO0{wk>v-LovgY`(Q zow|th&G`TQJaR_Ck9AtC7otAZbYreIe62jB`|Q|HTWxzEtBT;qJ{8vM4fXF*c=lT* zoAkcJ2zuW^joQnu^F(7-iSWiSb$^C_W z>FfK^u;<8^z5LKG*mv-wyz@!m4EXb8m0Y{NQ82FwuUneu{RF za!~pGkM(@5qol4ECwn_=6*=xeeu%oY=pI-N^|LbwBCwlOQEA`cq2Zc_+kq z)`#VbR_)MUKM$Lg!lT_FKk8@4peC`3|LT#0=Dk=g+Fz$7L3!N!HQ-3bto(on2EC40 z-*57@i3RNDM>?=8+Bl$gGWlPN^JMb)4*N&g2g-s3Rr@t6$0;^y#NV%usZRpVpzo{V zis!q1W{{{qly@%jH`Jfos$wq{za_mc1T+h0jmW>yV6Uj>&$@APn(pU0NaqPRCG$Mt z%&hHB&FL1#kl>@LJF9GR?Fy$Q4+(<(R7YhYYX4c5(sNwrG~&wH7J}b}z85Bn{HRX1qwE!1 z?{)p@xQ_b!CRN@qc#zFWe_t^_@f9M9cAz?aHu%M}=U*!N7n~9;?vo#^`_DOLO<7U@ z1&FU8QRsu}+&JOXDdtXiTIk=R0~XeQ`XRafkG`Lk-2SHpy)T9K_r32+K`$`BpzNCJ zuNE#uv_E-0r3gh-ji{mgEuF8#vd1;+m)#f~&03KE;L35{1!w5{u|?@S^aJ@+KL;1d z@QPiTyf41+)|*2AUry>&<9uHIK1(s;cOzc7FAGiQ~%jtghx8+(J5CjX~X|JfWgxuwvb67;$>E8Pfo$@EPuWK!#pFo{OF%nTNgftG!*G0Uu7sl^pmPHw&?UT%K0b#Mh!-+ZHE#{_j&Lg_j$l?U;XR)k98 zgT;A5&HlS_$X}O!co8-9zdk3%C9t-M)!z1uJIET7|D?bz(?)00?~~S}?@frJo>XUO zgOqQX*Q0BjGuHl7+~@o= zatdx*{)N`mX)x*dDTeV&RrmNS**fPF{0%80VT zO!MIghjG0peZV|Sb-Fn>dicK{4_V7rpgZhqL+eJR(wS3sEluf1Gops}Z<*ENp;CeF zGhqD%_YsrZ{!oA4H+~8I=6$Z_BzFsBNT>VzWWB|TC&q=ONO?`*`HZ6XC6g;Z#-;N3 z!L0oPPwZR$cPo;&4N*h?XIp=BNV#Xz;rBP#LJ~NEjqGsujXy^=ThkA3qK5Hj%&i;= zO5i8&Ol|t^U@qkU)1KHR#hmJJa+cPgI@38>YuF zzu#-Pe|C&yLn;3a`h-qmy~m6GrycQ4B>FQ^mDuncZe*`o+bQb}=1u&^M?RZ=am+Zu z-=4w`Ac}FamEWVyBR24zZ-)=#!&q+OPdw&V>0`E$g1-at`4Tk{x7Pa~DmOMPOYvjC zN%nv|Jk|5uQ&SJ&2-lH*bSG-CpMjN!K4BsAYo>aCKa9aXH>rAan`Kr9k$xxQ^C60H zy6WUPm%dSgTP%Lir%NQm_;ydz!JYbfwBQun(wTmAA!=yu>g083w@ zhWxwiz59WMKFYVnf8^h63HitW72SDG-JU{!deZk^M6sT!I{kCpd$0K9>^9)mwg9$} z{0D3tb84n{4^GbiY(IKaM16=F^nZScisuqMv3X7RpMGP%k-z)?)r)33_Ym@%)gR=X zLqEn*O2cwhd|Qm1seGneAv zw>N#1i+s+&jNj}&=5P{Z6j4L_@ozVMxiTc8-=Up#E(<(>L1U+8&U-`00~kSkBZ(UH zH&vg6T`aKN#4GP-Z5HdNizZzEH7;!pyY-i%wP0NY?}XvIS^nK<{EzaJ$Ny&hS~@qy zeH3~9a|{Xc3sK0aIs=x3Mk^yK`kz=e^|IJM$-U&@+_aCXatdx4OFzaDHP}x}zcI%d z?z5u(Pf1-d=s?)0FWCbUcwM6n-XAL;AtH{yxisE974KHYQr!Cogn7?w7D;`hB>m z#5aSeVf-D~Wd9>&E4@dMf&5$9-XqZQJg3q3=|m0bTYALDDS`hH&&h24%|87L3_`n> z&qJE=Kd1Xdus`yB@L81a*+laZRf!D`xgOo8!}$3ry~l)LX6d8<|5o~D{747<^8V9Y z3NVkTq5drcHosAN5}pn0TCfezhI7PgmOkts(wFVue2NI;OT+xdty%d5HY~8|jC#>$ z#QI~tAyYT^a;YxbKgNX%C?13U@s`0)mC)tsyVvf%L*RKHb{k!N)Cc>=4`%k$EdQEV z``uCh+PT$ooWwO9Kl_>B+5SNhEh1_dKLzY-k*H{&Z@Ob%AfHdPPkz1s(fZF6oRTw@ zAK}u|4;haE^O7~>Z;;>5^?5v7RV<}954g?pkUyJUu8c_d6y?!1npL3;-;W=Y{#SMV3h}O|AG?Se^w-%d^tAHjdB3uGKHm~} zl3_*99L;~Dui*ca_%;)To~X{iU$eea9K-UJn>*{&g7I5}{6%}cOs|js{vy7OL^01&omCDDI;nJ{^%K;eHvTNhDY$9@N0O^h3!sXlQTq|f0OqQw@^j`iNelVod=dCu=(Ll3;lU(i+Imx<93JE zGY;tU=dHxIji{mi{T_9WQv$ljR!%$V4}qsJadZCZTPi0P4?iRb>&kc+oszR`ryqY4 zHT3_XJJP*pfu)jd{i|~$(h!_j|rae4vJ_e zQN#Szxy=ss+==v_f~LRrzo$^>KfWi4d}94j-v8K50nQLL^dEtvD^6EdMDE*Gp50^( z$bZqYqrZQN*Vljd(DzeB4fzkvb>a;xRK8`j_55>T@^58*4>q;_9^+p6euyaaM0Exf zZ}LECS|ZIKPL9z+|2$^J{Wzy#Lr%fJ!jr;xE3LCLO6gDMccE9#_s+b%)1W*@I5Yjh z_!s3T_g@DnqJu;Y`S&?|_X3;#W_*@cWezaRAI~clV?SRmWq0}*{~>*O{%j^c@`?Ua zvmdS^{U8c(lBnE&mQH9gr^?;iV*WOw{LeY7G}7_F4in!oqK5IaSHbxEEYW*#xs&rE z#CtR!t?y~9tt!SJM~LqzQPh*_^r`$Qk@-Y={uo#H5`$eE7M(UC>V`i5qXDKRnD`Cp zJKuDQQA&nnno&6Nm>B=u?o^@u(~bK1JA2Cy{fB%X#*8292eAKGKOk{U?T;Cr-f@cP z1W`l(>6o(pDVFm;?w_tQ8Go7OANhp-YWnBE@!dZD`{Mkc-2a`Xh(d@O>__b05%-i3 z8vjABF#fYQ{qwZ`4*9k9^K{%^el1*}JK8_)1B3r8{RkrpJyD&(Z}+@mk2~}(n(piw z@t*g!p|J-_#xxM^=N$1}A!-=^1PpR}$M*OB`QYjYM;O)xoOT~PQ~Ig?p5}StyF?V_ zq&i~*XS`R}-5PIC%&|kve~MgPeYwmaeg1NR_%0GfKdU-z?}2HbgT;FSujoDO0u0Zz%8%8&UE^iQ7un5DnWELsag677?Bx^f$K+Pf)*qaGm&W5Jf$yPQM}9UNF~%{%icE z+!XJD{ju=Sng-FFQ*hJr$NeAVOMXuzf+D(2G&3Sr>DevMmA!L|KK|# zM_$hDmdyMIx}#p?`;}($d(-)2jKAdb^LI(!dqfTWcfgRGua&m{ar}z+;9x%{f7kwx zj;DruyeQ@e^dl7+^t|v;$M4qn1V8-{GI8OeaB=@Ae0i!j&)VqkX+Na!?}_Hn`EBQ4 z`p&v}&u_pLHi^DBdT}DnqYN2lh{Ee>ph5 zzn~v4iNemQ&X|0qf9B4oC`Lj66cLGtv`diV0 z%dWD$bbbnUIZfAlZ7w)g;uPExPd{E0HH=>yoSqpc@Q~53!Ty8aOn!ue{IdOiLjm3* zpiX;-IbBwOCx`wcGVQ{BliK9r2$tOR|EKN$I}#+3D8>n@)3*PmeLf-Vw|4%$a5C+` zMcgyi$}cacNJ;iH8yM8_|C4vI>_j@p_icW@E%pzFosWAsW4J#4 z{z&0d5WhixVyyF@jVWy^nNKX`Y&YEs4U&ID(DAV)G z)MzpPOm*na>KYyj+ zo)r}Qj+Ab?uhaJ*b3cJOH`nfeV*Xi8y8rnT@ueYZ7{7(Cx)ZNl?6>@V&Q>?X`t^)$ z&1#NVmE7{z_dn(JleCns6H&;imY?nXG2Ww3tA4Ql;XQf^ZnyqIf08@?{jd99n18{3 z%JZ)blo4m5$fufBpKd#1S?($~t5@lFQkTgR~W<`p>NWndSeF z;uKTwNxe%In_vSXaqC^acLf!7Lq0VE!gb6%Y zz2})JSbpW&QYmfkqO!+ImMh!o$fX@aAMY2)DeyFXJ^J zeWWX&=PGBzXY=N3uB!lVX$JChlWxAjUSjkYAj) zMSh__aLfDYC?A}YMR>>wH~jHki!Ym`{|QXKZ;AN9rkss*4hHvOD^g)XscxXCa z9pb^gLM?vy1HV!~uZi$l`M3!@t^_M!okKT)H#$RA$7eUXiu^RN-rH&p_hW|qBfSzT z{Hnts9}54N@O)iFzU1(t{7E3(3q$$J`T;lmkq_uA;*<3O;o(1E$WIdjACBU0DZlLr ze;5A958U#7p>(mwR-G9;g3qS%Ik{lZo4qZD^BSuC>>SXM@ANHoc-yfd0r%ErxN~~^;&<+ik--%P&G0R2VzAwNmuL;r#H zt>;fWA6A>nqprZ`1KuyjAFyv|-_Qr72Y-Br{=pyeK!4EQkY5eo&s~%g&W*!gjt}Vo z9})VRv^hwa+r12%NZ8m)DI{cm$4|Y{Ofu{^N z`d6F_1ipcmezs)edm_Jb{-K|;KgtdIjQX&BzgbPPe<(jkUe{`m9IFU@M|(<|e+N-6 z$RE;|%NugQA8z@)pypqW@B`gNf2`?)JIUjytuLtZYw{#A^yi3IOTUuvhdcCoh!6G? z{#yLd2OU3D^M_j>UqBx<``kj{n*%=|_^sGq1fDzeA!&KY_6z+X@Ve3e>iVb2>&h`6 z2EHxauqPTmWLYY22afiM@|MpZXz~H?6#YHYhg&ZXln>%V`Jz0Nx>dYp!tX_Rln2}x ze}XTEZN33~m_ zkmo=jZXMo^9^Z-s?;P#9vTZ(5N$9^8AIdiy$M{amUp9{Z2>J&5EW43EQ21-{>-{0- zHz;rPf8axS_@jQHuW+OM!KdY~BtLK6j|u20@QxP~{-be!#D}QQpvJ-3>f*lppZJ;YR#P<8vf@+pq0| zoIciz!LP-qum8&7HUH8a_8#&C(0mSVO+L(*F~9jbe@Xg7RS1*^>;>e~$`A7oy?o#g zeUR~I{RxkGnrd$QspC<+ccG1+%5(5zJOzK)drh9AUzI2H4gRR#f7f4KUgQt?(b`i9 zpd@oXuWH89_KK~WMKbXd7PB%1wB3*rm9{r2hQfJI!3 zO@BAYgFYDcLjp@Kj%CL_oh!ZX+HJOr1nm(0y8h`*U*p;4C;ps>SUnHoU4No7dC!$} ztCeWxOZ<;#Z*{NbIFTb5*7>myVAu}{t=Rg5(rWjG8prQOF_h2vtoaisKO8FfQI4QC z9C_72@dqOv><7r>HSF`bP(Zj8&kk8)6*v6ouEQ~dG{%l6_xI2%s> zS^gZAC1hNGPEJc2`hj&=!+ubX@XGrY;0Yp~_IL2?r$T!Ma4L<+$p%9k1_IATI8*hm7 z2(ErPo#M~<3Vz59D$9R^_S4-c{q+MIUK?G#6(^@@`S})!srysSE37Cn1Pp%W(YI}D z!H@kPv^#_RK8`8zKK2RmJ~q~E?M)xyu%Cc&0=^^PpmP2Z4)s&Py6*F&F2{GYw>yKQK{^IHTyR$lIm4eHt_N}R_opw|D8fwcrb@(n8IKS!RTA3G``;yn8=d;Zzi zcxFkv`3KT|GVF_XAG3ns$N8Du7VQt^p>`jYTirOW6sms7=XT-+aUOkzXVZ<{nlr%< zxj|+5@jf^DrSE%RGQb^rs*OjgiS%*)3Fi<{k7{lLOWr2^^>?U&dc{0Y%dPo-62d`$ zG0wtw37?DkadKJ;(vLz!(auz-b5zJpW#?%Pj|2Tna`8BT=Lq?M=ZN$R(+^jo=ucH= zz*e^a_Td1JT=D!G!}qjZMjp6+q8O*(ruJ_My)O^_bARVrKYvJ0yZNycFx%^>Q zVP9YmR6g5zw2&4tCnJuBit$64s#!fguG7!s6{C!lBnmlIr*rv~ACh&LRWuxbHWks`UZWf;~(f_u*y0vS8KKgtLdIu`&ANqgjzkD7Ge4sMF zCYD})^8Bh4$z6`9ZhtJi_?P!=zDG{?yK1oCfE>xyTc7CIhKY5HE4DEeX58GAka zwc;O8^Gcrfzp-D*KhM(GPE)t}a&lVA&=2&l2L0dIto1&2pU$&le1r3>;77he<^1oY z^T-(IjwU=hd-=6+`h9Y3eW3tP9>2vhm>6EJ_@T`6P2KF~Uq<~0+OK?{zXHX}h{6u5 zPTP5~Z2L04$@wT++=skhCw%t4(M?4ETaozOi5iIGuus?6r;Gjj=2g$5z^)%z)OU3W zrr)QiL=07l>iTa99-D8Ml0LEE$Frw&JnJRou z!xPls*G0X9%Jr|s6)4X0U_A}Vfe-ZG`9s~&{^b6r8bwr{s6qcjS1pWIs?dE%^ncHj ziAMoBVVAIug71(URF)s-si6O#ZSSk=_O}K_RFkM-{1nq|(QPHb(>?ps*{8+(#NT_K z2K}!#|0~SxmEY_>2qLOQ5gP1=U+R0$6gM_$`H2*l#Ce!j9j`}bAMOS=)BX!`qW-bI zi0>$OP`UiIaDhS4U%aCQ{@V1T1yMu$3EltpJ#$&Ua6{j2r&%-d_gh%4y<4lcqW#vP z@6Cx~9-%q|7F38z%zX3mMKf!Y2KWITk6seFQNv17uV(wm2pA6yR_*L zBJjjMj@@?r?UULf{d&Y#pD4zOsx!Fq^4rQd55KIpLyj^R@^?E_E7j-A9-N$Zmp|sY zSRVs_1Nz}f6n08=PMi2g2;+nI#%{QCmLXr$vfay&bD#d6K||te^fkZF`&n-k?Q^g@ z(l03OPomyI|Gob8^K9RzKNhjhpuN9Vl#{rY#`L2JQP>I9$uIOxR2tEJ4CtSBAEN-L z;C7ck`X6olC#H&)i!*WhpPxrB4f8_gAC^yjm>GErDa-SXPg39S*{*U(m zed8~S1>?il4@UU@UZ|lcKcovPr(cugNBY`*=-h(86%{zfrw08GK7VgCOH`)0`Fx3H zcWC`@?}O4ivYnYG+HY&(_a}<^yy^@dIw+1s_8mQ-Ktcrjhy25azh3jDqK@b4P2UF* zML(xHoj3OgW4`g}^7Y&l#x9b7ijzb0rc*|V^xM$)wnPp38#Cd2Fmr6-92eL1ycmC0 zKhQ8wsgHv=1-Dy&GY|vzdBER}e)tkK*k7*!8TKpV_GJni5q60UA^$1a=PWw-w4ac_ zJ$>&&)X@L%-x6b#`EznzD{%EB!}uzygZt2&S2}YFZs|ZjIukY2Uw}`VQ%c8!Pp>cD z879ud4=Qxs_wqpfJaI?j>qHdmpsF);@#43N*Q$$ECpHKb>j!yHpE-D>ZhcO{?JhsG z|K!@Q=@k|(4s;3;_V+@cAm^>Q>m@V&o8ms5oW2ibq$^QF{(ao`vco{?(1r?M~F7|Ncw(2w3kQO~N=_MXuZhasm!3SDCu=jRH$b)bF9 zcASD+deVq))%ia*{kH@ZedRZ}AU%%{2eEobCaq2HT<(S=3&s5j7W)gQ(W z^8S$@#XFR!LH`0LWxU54KV5lnOU5WM{tXFTneT<+Jp|0lVc!ko*MQH{B9)?aA0GPi zz4zgff6aasusi>l|DavU`zOOF-{XlIh%%ym|q{1ZoH9#k=*i|D_G z)Aw;i<@K{jukJnidxnbz=kl96-TCv2exGv$@r@>GASK@qy22c%FMFKO_@=s+u@Fe7p|>W!WUe2F{OEt-mblN;wDgx> zx@@o?&nXApCrwZB9)D6R;~bZY9Lb>FfXeM>YP-k9cSPT2(7)_6Mn$YoTTt--LJ|E+ zG!G)C_uw>VushZ@v~v*p{154Z%IPDzwDdze7g?3#JNQ7q#gF>KIiBS4-*HF#k!4CTKiPv1t5SLt|glZkH%QS|ewGs%5W^lLcp`U8cB z+@Rl*AMNt1^J!ot`YnFgZ+ZP*V*f|xUuLp@FrD(ToTzNSN~iN#xq9YRc9;C;wC)>R zx}(1TKZCyiP88!T)%iGJrurVluy?&nWD-}^exH99@y#Y`)V~y72bf>PiEA&;tP$(y^ABaUy#1)ZCuCNBTC{=g z4Jdx?JY^eBPRktnF_$Rpgz9vuoH>&Dv`tk;*}hwh{{l+7>>GAW$3wO+{otU26u)-f zu?{DvWgh*Qj}JPHc{x3T`A-c>d2sLXXjk(7^I}SO2~n)GsZJXnxqs@cw;m2YEaq>WGlmSU zm08E5HLE`@+Tb9x%b)hT_AXS~gKOU{mZkJ#8Bvsz>I|6P<09Klc-*kdt!;SR1?{%~ zG9L5y;gReY`w!aqF%u_oEi359CZfr1HKdkH)F7UA2?>n`=vis=7lF00tMQ1$#A{AT$_IJBSdoBsz2JXQG|?VpsuMxrQZ z)#>LnQ^i9gJVMN?G(19G|2GidUqlV|Bg51T_Z97Pusiw{`8;uQ^DnRe*vpUdm-oNT z_<`q)@|V|tH&ed15jB*b%a!zRSP0?iVf^KsaPLw1t>uLNZ6Us`M3Ii_bWuK>QF7Dx zANsfM_T8mnfn@~0nfzL``g?}BpG(P^&YysXf_z2%M?4gH|MYJXB$TLZe+$h>*R;Jl z4uG9m^l0LdkaiWIy7n`!zOI9;e`kK>DUlr&7PM5lVVcISI{NE1ZJ4n>9 z{<>dD8OnSKkE$m5Py1_p&O_7n`R`8pzK3XbqAKyp5D>w9&Ra%r$ahfmUv3G$Wg5S1 zF67@u;dc|oIA3+Tm2dxE;T{b)uHCdktl#F&_jeTs=E*6zY5ke?zxL@*pgZh(ob?{l z;RYi8y(Gv1qK5jjtsfR8`-gsAJAYJG@b4o&jIXni+e%_XL)rA-%H@AlIa-{bx$&L) z2f4oQ{9~xFpYr~fedQPI4!xAmpB*=Cqu(*#Yv{+`JZ;v++Efu5+JeQrHa-y^?N=X2X!`^Eg##$R2>)3vYsEEd?$+4DWm4JxE2$9Q`CQfLHFH9Hm=PnxM}_o4*HLKIrx5> zeqevlFn$Qgwd@VM9aSZ)@xF}`2EMVEX}w#-s#t0 z5$8XSdiAMO{cRae!7XR#$62C=_7}6p^O(S+M7v7vdvd^ogZ(*XTffUH(l^t8Gd#ER zB=-fPhWy7CD*c>kpMwP+uY4cMEPaYr+JAE7_--#h@-MI7+sFUy_W21rtpKgiwm=%vsoiD|A68d+A`0f!k=#S6PtM}OK2?cY! z+Zit21Ks)0;G%E6_47Mn#1}&p>lCWfEA&+ytB_~X^Tn1haego4T*FsO^Xv1stHc*U z)L_58Ce#a8+}{1zwOOtUV*lyX`SC}7ukFPtxaAuCxIxs={&`}a*DU>`&)WvL-4^>l zF^zKeUQ$;dzlIavb)uPxswBA0f*65Ek8(L$I^D{Ndy8=dGpj$mM+N?^hbLSB@d_Irsa?QYv_->{$`ecEu9l$|3V&r z-X}qx5OsuL>ii+q$meX)FPq1=Pq-zPgjm)%;d-T59RWG^>@P^{POp}hramLeAh5yWNT60FBXj~llNRL;l4uq>&TCM zUL5;p@R!eXBma;?K5v~=KY+)h&xf@9>Ub-1e40P>3H)#;F!_9N((=p3&mJCCvfa>; ze7b5ruI3%Z+e{r)XTp;%+`|fYrQ%rz+VI#~@NiW(z}MR3A4vAI8J{(+|M&^<{W$C$w~eoQiu~@k zjW@cJ+kx6g8;qw<`wZGKj4%5ZJ7-}e!Cxr?j~ZiNp=|6`lq-fS=0hnAj~uwOR$Z#EKc$b)=g zUk37^|Abo(4>$Y~4=DOu^yg^buz#pO@Z0d?RQxQ>oyctciviCL_5l7#)7SMG@uB>n ze+b{fhF@A<;7tJ^No&7VIpo*EyV3ZxIE@cnIL1eE{BT2mH8;lhXrBp8UO$DrNLRM^ z_^!p5jidbVy`s(D)Z@1DIn;u~Ucim~9iaXR>1*S8)xO*8eJ=jcX5U>!`O9wP2k9oQ zUwu6q^@IKb;pKHF)Cc@Ao&dk*54VXusCZnSv>?&CPV*w$?=9m9hIK;hmm2mX-EKQ2Dqcqi z>^eOliWQ`Q#g3ed8Ra`y@ME0{>Hds}E!z76zM(b#s-UJ{ioXA_V|HfW^ZI#6tdn3J zJcGnv?&643na)PD67;=6l&jO16HUc>9M(y3-p{Zf;qvDALzZx$>Zg9?Zi)9Lei_{N zWAkkKeje7je$vy$FR#cF_mrRye-&-MC|d02jSl&F^QsrsIRat-0PBc`cw9CpCk37b zL3$K}Tb9#G`^ev_|FEFkJH$>Nskkk2ziPUx9tcl2?z89&}z{7ck2w#YWr#mG;>_$4 zk=~;G3KD}WQM5zVIqGifSQa?$U8VOEj*0ucCkwn^`LLFLp05z`6()-ItUCSwdHRf5 zrYyR4I_NKPp4!s7wsV_C`uM><{R<9)ov}^}`cfZ@cZM{=2FM3;X|O;PtJO zgDct1uchxgLjU!Bcu>0i#5{+@H7$QFT!_Fk!#oK57+02~59r5L zr|o^KjqO4o&a&)b^~t}L?}brOP4)AvrRjTFqK5w0D=zhOmbmO(zR{Zxu`1+WKHyoi z51sV$tYzrC+t>UtEyC`x*vT$k`|La_#;@(0&2gI0xQ(bkGyR=DxP8HUfA3*vU&96s z$ujYBYfj0Tmfz<8Av_U`53%lKZ~6#_dcnFWzE_|hHHaGe?|`S4w@QnCoBzpD;0l{b z{@&TwEvZ?1Fej&_BK@dF6#a?n3~*ImvZDE}`i)TMACSM3C8x`S*X2d|S0cWuMA09s zPFw$r@ekzsV#9+fF8C`GAM^v^)Xy<>;}R5%|6rGKo+EkVk6@wy-`9R3#eEp87m(Pd z`lE%@@6*WRpXwBmJ5gi)Jz0Vh^bI_@;e~jZ*r=K$Eo$`EJz~uY<9P35?jUq}H-d?C5 zC#MBJYSRa_6V++6Ul-{-4a!wJPg6>yUyJxWh#KS%EHm{Xn@;zc@jV;eXSTQe=S%lV ztA7_BWr)x}tQ(QIcIuyw2PMy6>rzDZh#JNZu}ZoGWkuTJha(RiXI;p@QKavijrIC) za+;=ZcAg6TN&|`z^`ttTTMr9SMtM%@`A_R(tP}Y+FVMNtlSjQdIZe|K*wtx#bEgI3 zKE#VFp~ZR!+i(9H%v;xUZh;F7_R)r?oS~ygzYz)2j41R(b;g$4_>MWJeexjB+6abm zU8&Yy0S)KW7W|&X*O;h5|3jyQK2?goIT&#JUbGm$1l3+x>TIWqg5RwDQnVJ#|FM3H z?@j1OQ=*Vlb-Hc5|AGO}3iYzG$kcATFP0ST$G-IUi~9(g{vdGw*mPFufgSdU@>|z4UFI`EWs@nt{ysgGO%&m*&OcATV0U|O zaEX3%S=@(N@^C@s&A~3oEI<8yad|(?On-o6} z(d-5Jw{ocx6u?FZ`P?OKF?52PD^|Gf&NJz|1|A3 zdhn(*w^?Tjmr^}m7PHkyq~C$QcO+`Czs?gu8Z}T=zxXwpMEGN@^4oEB$fs8CwKhjO?ZT`e-C3rJUcjM67qMY z1bm5RM}n&Tn|mjWHC{7u`J(0L1)fd1e_D@@ZroDvccbv#iDuFHV?A%ivjSbK;aLqP0f!KEhQR9h zbGLV*a{j{7-v=~_W@sm#ZiNzi&F#Sv%q;!?hr9odt15T?$MLJKEOyjg#f}|2Dt0un zU{|msHWXA;R4i*R*t=p`d%<4Tg1w;!J9g}-2&}z>4bgS=d+s^&%sHIZ$GP}=KOVow z=Xd{^J4q&)B$G)_l9?bK^rCuxkYCVaUvWGoG|nH1^gcWE>!fb|dPgnP_Fo1Q-AIBu z{S~@C>pSMwEysm5XKyn`@k^?Qw6+_m`NR5y!iNzApEAnVdnZVBDg~WfIr)lsPbBB! zL$fnHX~ZeHWeEKlN>E4d*()kRfg1+&HOiiz{OPh?BaQEq*!6ko$KDD+^Mo?_O$peA47Dy z{&EB{D``Nz0_ zZpJ_QAN0olH=`e8B0n>U!8u@5gAS4Po=a0_I`j7pt_y#n-bW5qc$7uc-?J$FY=T<* z1^wfBFIK|$7v$1t4{pXk*n#{T^{=h;=s)BBWiS;mm!NL_#NW)iCH&bHqWCR}KReAI zfvx33{*3x}9_9NdLGUS~{#)`qWcdy2{~3n$|9qlbK(GKo87SvhMaUm$1`0pgy7stY zqf>ro=VLgUyBXXAwb^V@2~fS|>H#sX=ak&CjQ%Vqm>m)F_lx7O_w3=G z316KGYwsEOe_HiNy2UB?hnbi1J>Zq=Xx6l~If^mse;;}e2K{gJC$^F@I)e-~82;?y zTjno~?&Xy&noXhlAF;oEp!2;TG5@Zj^dSUw^>=D{>a+ATcjeJO+3vB%L_bx&pgQ~S zQJj+7EI$~Ru-^jxYWj1Cpz-@RX2+DRo}KQodQ|?~y~X_3am^q78lu}tP`Cb0NIiF_ z6tQ>7**aBkF?*ta;$H6c(}#a>N^V(8f3^_R$zRBfn>VEJwFL^b9uvc`KK0u>CeU?m z57B<>h;Ac6)Kf+iP7Zu5wZ7@#lV|NsR*&N6wE9}GnqxaosAWC<*+5W7@A-A)bIE%{ zxgJ+1#|nS4SBHH)l`Y9lly4?K@J9i?oKkfl<$1NcE-$Z4qdZe5({xcv7tJhgmG=x1;6Kw-x1YCAw_{jptu}^!)_6n)ch!0YwJY zu(|&N$e$$E1s}+tBo${m{&4;a{cXIzwSzJWC71~rlRxy+wPuWc*gQ(Ce}7$9$Ni$W zc7N5Z|BAHwqwZfPG=DVdtn@EAM=@sfYPt|{excye)dl@7%IF|L$ccJGq%r)s@i*IyNPZeL9DZ^^y}UxNlsnfJ=wW6jA5Pk@JO4b-A?&&N^aRh zfA$hYKg;NWVucdK_{Dc&<$u0T$mm&^Q*zV(!}&Y<&v^gRw)Q(9?oS%mZ~KXn0|a&Y zGq}UrSh?RD_Uv(eC!0d?WiI`GwQI01C)AXGyeCzb2WhbiBq1fl0-)bmwnk`!FO&9SXnZi)9iMu*>f@~WR!ei+dmA()$> z3|v|jc*mO4{x|fxy8oTh`@`CMe(L#~BS$f|^?$fHzcZd+OO(-Rf;#z)%XZ*78#6FA zWY2B+9D(9}*7%LNUq-wC6HehL2ne|_*JoZ~t`t$+&o0x=p4$DpV-$Xz zAm%9+tDZlU5%gyDM>*i%xPNe-5?mmd4FvLgwiB{{6!s4ozyH6oe?b2k z?~hy}elHW$?H`3~clj)>>yv-s?l&ieKdKEA=Z;=D$b+MrX6*-mHfTTN`XQ1sx;CrzgFm9*6INwx6_?NE^`n}tcK^;e|C{wc=+Xbi`NNF<9Py9+H`SkB zCa&gdvD~IVuL77x{dk^(pZln4A5aAr3Cu`t1(U-6M#0mQl~J%t`Wl zE|!;TmW7M^Z_)j)dbM`f)^B%-E}EdOe234Pa zP}YOuHx179X^*cDC)5&0fBq(@8^2Cv{2#N4^qxg#iZ{MzVO#wz7W6CZvne~vefsl& zpl<#McsldC)Y`EA!h47qXSS8E-Jdb)Uo(2M{(nS#KPIUAe&JpxUa;`2`&LKZTO#}! z-|xCOcE_p?DIEXuVIt+9|Lg5IqD&|g0q|7P^WmhdwR|2GJKPJdny)Q#WJ@SLC7`|Lx`H}$_N&d;{z`TEye z@2VX1X62iGf4!uPUJ=yIzx-qb{P~5uA-p5mv)fue(m{Wy`a3m8xEcRQhw-QSGbnE} z{ZYFAfpKlT|M6pgVDUEj11nat%Z+|#r}IAY!tB+*(|JdS{@Eg*4CEhW`}W|3iF|pr z-jgz{;oR!JDJ+rm6@NJK<+5E;sU@Sivl8#g+sp2r{>VC- z&u=krLfw3>+*|J7S>yW({~#9n!QV?qipTm$k@upl$v@BU{ESrqE_n!l2Ud3gRvh`j zE=uJ;iA_=Lq$-K_K|1ue+8-{$pMdJ`qOicxo}g3HYyFS!h`r>Gp^Y^l&{z0psA}~u z7t&GSia&zcZ3I8EG*5neyEWBE^B;xs)coBzaM+zp?saI~$i)qKT_yhjYTqKlUl!y8 z{GvU8BR}AXN4Sb>@`Lt5dm#Vh={0{Dg>T#lDLJOO;P~-&O6u)WZK&=U<(&FI&=rh6?WL^$;7y zwE9DF7yfQk{_~6R1%FwnANWIiss2rBi}r$=l ztPYJX59G>sO;JCgPr*k9C4Vh`O1_|`0owz4D9w)xLu3ga(t*SO-%G{+V+)S?9qXgy z>mkj5o!Wm-g@3UnN`6hmcv0gW#dtZo(ed4s&JD$QP}l2qxpg^Vz4z2#@lRSs_@9Ko zAk-h_sW|+TfuH&`zRPlD{i1u9SZNPgAMGXobBesn>$~_hGs+&C>MQgq^gH?wrx5n|jKO`WXA-;2-Uw;@bRsT=A#q!QmfDjdv9C z0REHf1Ju|2`{9}LJ`#J^|Liv^`o1Vf zJo+2$4IJ@+$>ZVgFOe;7Vn6YZTE6P|lJ({2Wb#r>tXDywygulEt$mj%^I131p68VI z?jq_7c|d-~{T%p9Lp;`>sE4uq^jWJfuk7A|+AonA_c!1_SIsYxCD&Jp%($Nb|Deg` z2kSKlZv1{ne&7%5QQ#`S+WO;v_ZQ~7^?t7ZKk^rL1~jyMU#r{B z1m?PC+1Z+(V_99=usC|JYW5RZmx=u{?4t}PI^BMes#L9j0)XXmo{!rxND>>Q_Zeci=yo^__)gs59{ zM~d=sj)n6?V#5l8qt1Mk2It(+DZKV^@&3uHGApaiI@yg|6Ig%BJT61*$D%#uAm#nK z18r_}Pk;3;L;T?-88hY0p7QfL)Jq+=Ik=p^@-y4-!hK)R8}G}er+hLIM0?0+)howO zGtVY9b9P8Lz-m!^3)$aBhj%`lQ1LECMheJ=2>HBlLx%+B^P=PFH%%9b``!h6ZW?j= zVoLqJSS*l>T*^9D+vhN=Kki$j{>JlO>;q;YzIFAtoI}#VI=r`Xv_ypdV$_GtG=RDcmLb zeTk8DUjp=I?T7t(=xL+;o6(~j^dHuh2)C8K1rfYd{IvGqpod%+M1TfeiZ6K2EMzZI zgu(|I>_zfXxD!F>V;SXReB|>!uj=J{-(N5MRdrb$md|aE=C3M0(G?(wew5LmeM^$0 zpbdeUM_gMd?z<%Iw>!$5Z6E(;_XTWiKh)Fu8CiF^Cnt7I_0KPHYn&F=xyLXs8Sg8Y zl@I;-v+~o~#NHeIT9hiJ>p!R6R}-a8FH0AHB(Fc#QvA4pcU7nU6=-w)(N37()bIbY zg1#6fC`V8?ek0>My^+GR9GbNLVJurn@uO;vZ2P8Xe?ecI!kr1~^tWYuac}1K@A=9e zHSRKu@6-;%CU)&pN6?$KKV>V{7wY=IsGu)F3Ca@GwV%t-)o)nkRK0?t2FHr`kA68A zapSktn!RpGqANuZ^NEbQq#E*8+DGqyqy5zPzbkS|ZYqCf=e?yVqcQ|B9%VFS#K%|6 zj@~cCy7oA|Ur5VA)AGS5`bGWzaOMa%Yk&9~!T3q(eT6`JKNoTpuDt)2OO)?IjFcyc zbTaBRdv1c%xcusvs{yg%zQ(X>ojy2T>@Dcc_@``zy`Z{&EGFnHP=aa%F`vn3T&C!E zQe(QWJc8nLS>JE=)#k5?6keGi`o)S`@9QMA9Z=!aoZG_RSyEBghilg~;*{KidythV z0P~@YD)*I=?lS3*8=Ajf-!HWveClKSeev}3@9wRiHCou)KY!hETlbTdMESP0-;dv4 ztU`QOC5ZK$72Og4nuWMzZG3fRnD95e$fMY!X1A+|^@nZcTP$K+D(5}6^B-s8@1;8N zjr)kuQ*yB4Z(;Gkehpm@-(#&Q-Q1TqUr+zsP4HiX!rch!)=z=6bi0@z- z4L`TzlN6r1VaH3;?yzYzFmI;H{H&tqI6+^B=o%2zt$$p+Z#k-sSDUl+w+l;&>_ z{aT;s@trH9A->yRF)ub@*~!$Gg};^79dF&q`G<>;pL#^+P7r!pMgw!Y-xcpa<2!%v ziieGUT~<`k+uD9F)@Cqu4(~zK!TlM}oTk z3yeRuR=V1~NRymuV^uCm$0|&^6Fce`N6jPn?X6~Kiq3UxLN<< zzBk(6`2EwIGU`B3*M4zV{@y9=b3Hu%#HAP(Lh&)z&fnPIuCI_k4+?Kf&^Ui>C^OY< zO79r9lH$u%$l`HoO@N^Hr0`Y*jr#YFU!7IOov*S{6d&L4{i`_}G=Cc{D7+;>UHb>c z{!M2J_a$gY&Skdp%w?k|Xg`erPJ6p@)0h~}v z7y9EvFef79E#VwRWPjNUc0K756)pO2-}ZScd=I76-X$^&`!DKwYjKWZy3(I+1hJ1O zqmk)zzmpPZ{RjC~{hgHLl-#uc;I9<=SM^t#$!2=^OM+Y*{U!MkBi#w=)(>&^FF#2x z`8s-xPgp0u|Kop6wJL2l?fb(_e$4pqLFM)$s9V2==5ddc_`$}{e_y*?=>PIlFSVTb z+@Di&OHcaaj{pq@WyN)Nqi zyl;VdZ6IX`Ik%$EH=dS;1YD~y)Gn5x{{1Q+p5h$Zh*NS)Kl(F(pl<&09Q)`o^CEv! zX#YHlzbS40=}&Zl1a;#-ByFX)%yYoLgbjb66W^bcb3DkBdwz4_c1A{bwjeiiq5Q2~s8Rf+%U1i?n?*n?}fA#mFuD`YS z_{`+@fAu$o_JIC0-e)i?U!@Nh^EcjkM7|^F&n$w!AwvHC%HQ+_bD5FH`*hq%G5c;=mOF<8R_+AYqHyywKSLX+qzm4CI(;HYIs)Idsz6}xHM~G zTkloc`eg#8pQzE{U*M?xA0!nyAnZNxejyT>^&irurawRX{hpcVjrUO|Q}`5uy8aIe zE_<4#Cx1g}DIWfY=yTe%|A8*FRvVtGml$+PRUK>=lkP7tDv7t8OhrGw|LyvI6H{DmTa`JDY*JHOgM z;d=?{+CO~BpRd`dQMCgXZrA+XWUI5cN9;=12VwrY*1eTir}_TM1&GmQja;UiaDk ziCxc~nRZLuf7#IWo85zK+WoIBME4g#taD{_Vvf_N*jB&Zn^(qO6Z^N9kDP5`?_~S@ z5m=+c&2oH`cyF|&{kbKFV;QI7OyxJsWd7Jj8Eq$+2^rJ=#rWdYel0Q}M!dJtch1f0 zz0a2t?QbUk#`i+srtrN`m7SYEd@m=I_}xiR*Z$!z8a}3B@wXfLRXsnd%qh8P`yn01 zKko4(+^qgc2fZrZou-K01osfcJSC%1-bpWr{|mxj+0Wh|1OLJP>jy^Ih z1C^)R8J5EqH{=)OSoso_|K3b*Dmg@|1=|0tC z>GD5nb4qS=|3m*YQtV4h3i=b2(Mf_>C&*|+_V$JJd7gUz26CCw`!~3Mh4H&gdG9H& zDE}0ddzzqb{Tl2sErI#*myKKYKP~*-r#&~M#DId@duwL>PuYrl?yCITK7P!;Un8i1 zvjkC38BI9SG1>z6M(rrs6uAH1+rmTJ3gFCXtEqhGLpfqL0if6d>XasD_@8C@c% zTYp(<&b!S5&P?1>B=c$EZ=}_)3(kdmX!`F0(Oo2{TYtHKGe|2w5Y z=R3#SYwrcv#=pe^`8{H_d#}wo6=y2{mrU+YU8am838I~4G-PV`OKb%BOShwVqg$$Sji(@l}>>#z45$6+t+W_18DZUl$@TYam2d5f-O zKb=k37gIA@aE}JxBkFgpgYYlWS{BqvmaoFc; z_I-z}az2{pebXe4hFQj_{$NZ|||Mf?M`AdyQe`@*^{3nlx zKaU(dK(Tjj#{;bkNx#k9?^Nt;I&k>^z`coLWd9HQY~X00z=eRq?;kl~=b4sO)bB?W3;yD+)T?BSXAeo&#UXWCuP$U3ot%!M1jM3E>V_2I{uu zqn+HFUdz{2_(NH&_+Ro7{y*NmneOXy-&@!(Lw=Dz_FrJHkMbcODsC_G1MaWLTXU)p z)nDhY1M-A+L4LrE_ioUhExT6ExNT!U;ZN#|!hdg${NPUj{b9U+l3f34{i)`!*%w2; z|C;^opvN75VgC&Mfb{LF1ZK$)>@V7H<1PRAkF7lfo_u`UapQdk=oi%6c;CQyf1u-t z4(^Xi)e`;_RQatW_&YZz;l0NLS5dz4{5?7U&?nFrvVRKYeS?COp9{@*z#W7=Ipjm_ zZ|!^;`6C|fjrswKbKS>7{1z1HMg9>g@@|TMHD4i52Niu#gX;5N{Wwmszel{C;1B%+ zc}IEB#1YbZ`@Bewh!6^^+$S)M}z}MJi^WL>qYl*HdrTs z!`(<9!ynau{X0OOk-w2YqkNuN_RIShA#HgLSsz>Vb85wYp$(sAbs+Mh17A%3N9rj4 zguFQ9Pnkbue_*P=tdiWiJhb`;!~6~ZXTYt?h2dlCarpPaIv?$=>U$>Ehv*N?S7<-@ zS5V_~aMV-9?F_iK4+s5*^u~QM<9bY;j|z+YfE)Lh;I9Gt81cZ3`#F$L@L}9--!(R7Wt|ED;S4=F7Su?qd$-y>odfoe6+9C9nQvPB}pGa-hQ+mga4S! zq)(mxqn}VN%7c8KwN8LOb;No=?Qd;8W0V(_Kk#E*|3kmq{b&91zx%W3`C?v?{|Eh9 zRHc@0l4{C=mJ3ENaQ4sAB)xx^X1}H~I<%03zT?rtPW=+by^6(@9lo1oH1rqeo2=0L ztP{@4_MjDMqvWthts%#+EEW4A&P#Aa!1!z#aF*vQd<<$@Y(xHtd?s zDY>|(QG^0?`x${{s2#IEUn2K>*Wos9mc&GsWu z4*0`-i*WFTeK_5D#-+(ugP6~|Elaw{c0D)`?6PBf)8TCcMgL*{689~2^>;ba;xls$ zINRFkb{K0+1?~%(ynkp%&3|)x3der4uKyBzUpbw~&A63&@A@ zJpE;=Y1^JQjAFGZ|6SdEXKq@iy+4BeQ|$LUQaTwZ_KdT)wn-bst_XX`GFcBlXdbDZ zCu6*T4*ALSp0`uoW|kW_3%6^#UYuvQ>60sX%#xJ)bBPQqM119WB|8YqSf3MWL4Bb& zbn+W+SL&VQ@cP5OL*0)u$ajfry;4_dX1o02{TcM1@%?o(`BC{i;D&Jy|6Sl8_oVVs zfUf<*;}*uVhcx~n7snKPaP2;`ZRLlDLH`>4tlCC@N1R7vJqG>@&>trRXi&M2af#l) z0{`ii_pi!wBr_`?=Mm`FpF5Ax{Lf?EjPfB@g(=`yM9B9co>zFx9D_~{y|VqNut#jQ z%kxmLlG=LHjDPIMWB&ZP{dkL5XNd0(;?R zsUEqHYWJ~=QFtYSkP{h=oOAVqG^#@7&^a$|vlSFS!FnG%p*JVgQk?#{62v?#qmjev zzhl2_dOY#!oLB}qcbt;3#*Q=fh5m9Ty7B~}hh$XIKMQ*w-&(e8w0Qs7-m}s#1D@3p z^q5!661}ee4R<%*&(4wjfiG45Y6<$1L|2NSZu}+KO?xX%b)CN`G-HIg4|1_rn8Vh* zl{qChT|Xfm`rkNyN>hR|1i_~j&Asg*3nY73tP6a8(jFFat;&xJr{YZcH;T!bq5R>4Gxn-8%1N}p+4xbj4Hx#z_&%fJO!>!sXy|YCK6F+N`U>=? zB0;RfWHhj8)_W|1-e18wTeW9P>H9I-_*MJgo>OtA{J;F}d7{R@ZSD6w4E(F@mtT}$ znHXt65c9ZTSdYkP_|)njq`0&DGSu39 zp7~OIz~;n*17~#Mgj%Z7pPB?QPs^xsA1?Twce!cu_Y>CV(^GXCdo_!8pQ9Slxe?UK zUu0tb*X*Iep7DB?KJWX*YW@JK6I~60SSMQ1gG&ba!PCn;jw=IDrv2U#16Z(Sl`!0_4LoKOqawRI>!Pv7?0Ckg8}g#X<8f#G8O zVE+&0o3$U_-$VZ!=l^TYv#oXHPs(@ zKMM87`&YKotLYB7H6Q|4<$SR%x0QY=-DiOQHQr}vNEtOEh;^QfI?Q?VL2?Y4^xGqO z{{`PSkCsiU@yi2uPRUK{k8~Kn*k4C@WBTJkP&fZ3jYzs8^(Z=M-P|j&!XH=sgibXt z^sK`v`G5Rb==cxqyWpYZN&ZZrzu?aV^k(v7_Wj(9GJ<^QdMz|;aX+coee!NBVmr@~me;#^yCcQrodb9Gs z&%ZW*wxo<&5!B89{ zz8|4~jQ+&h5+gGR>gLbThs)lxruQoEiaQ&_+-d)^-Zhtghw6_J`nw&`jUtHeaT!(S z@7Yfe)!*qC%W@EX|Ebj$d-We7=rJ#hBzoQYowqyp535{f(&}*@G3+hH-~R3Xz9c?G z(6^`X-UJ;9%0OAaM78@jb%~gJ>@|h&*?%~Ec0GXk}lY><7~|> zwwL1H^!c3UnPY!WsHFq_=|&LyAu{Sx(&L!aa{8bL2^C|7KNR;nTO1d=a-hF(UWjmC`s0TH4Jz-qhvv8BXz{1E{}plf*r0!UdU7N) zYrkC|-$bNNbAv%I4!c`%d4gvio9WeZLfr6uSwOi@)J)L#AVzu;)X869y{J#jq1u(^ z?R+;2f3#%_ud>?^q1m&T@lV-WFizF?X0-L2KPBizQ1|`dQ}@D6c9PZ)n7^@pAa!D6 z|A&hEjK=k=ZT$cE{pUW!_YhQ6gUa~JOXnBWC_L@2cJKC%)9iTyD7-&GUHv0-4ty)U zja(|NZGBtppKjVe?6IqN8&1hBed$j>g1YsKOPPxg+5J^nJ3o7JlRKoXjMm{ zKWwXiL>S~RrR^6&{fF^q-2V?Gz6TM+I#otP9^d)EcJ(b6p6$&|Vb2tlF4Lz?H?{re z0Yo>Dpick#jC8s#<#<#y)gJe&!kxWI~C7qbNMQtn*K;>`$x^;3;$VmLX>~U>JMyuAyNKlwE)W) zf*7YV8dPAzM=2y>&(QUD(ZZg4;H6HJ#vZhN{-JDzJ&f`DX)GlePf#bn2~!qam3;cv zn&Y+emhgxDa^n1qXFh84PY}_KBd8nyE)$l&mZsAFC%&Js|4GSB$M5&o|EajG^hk&O zS9SbX5cCr$!E}Pg^(Xe9u&%8&d;TAzchnX7cOubEBB<*>OL3q1?CHL&?{h!V{4qbT zcXQ_c;WarWH?2R?rJ+B@^MlD0K82ue{%~|09w*&j=r|_*!f0WSxjXc0jrLz%IVHEb ze2iap{Z&ZNPo<2e5zI$W1}?`~JX=>HO=m^vBPwAFsQi{f*~OGpT?@1aHbwi6@WjJT(^L}ox!mqXa1G9;44nf`cwSRx*jTGv=XYR>flCURxvmnD< z=PB--lAHEF#vkO`xc?qZ8OE*jO#zM`n&$|>D<6Y zH^lu5%If9(FYY{9W?KQ&B=Hxu{8BxvseEhV~B1feHnG;VQi z*&eXoopFu2-eaAKeqVWu%kgFtI3>3%qd#E;jru?1?6uLK6QkH>ivK11$1Zm(4HoUc zoWc(h)P4WD!#Qtqak4)Lmmek(EF_S;a)&jXYY_Q`p zqaS4=|LdrL^#n1_WmK^TbiP_JHsS77vHv$?X{Dw`YLpl4XI8%R>Us?)oH#A!Pv!fk zb2(1MnT}sI-Sr>d|JXV26WhnzcXlAJz{>{kN4e+D1^Pe}Z?v zxzCCvHk(!TevJ73TRZe{kD}2?-@NA&F7{7w-yP-epg#u?ph3^Ko^dSWgPpx6 zEWXVuQh1Ejq3jdwJ)KYr-%Akd1Q`v@BE4X1&g5OiF2pjd3(t+ZnfmKkcOm~fiEa-; zj8hqnTv;QYEy&!iTZf~!gg=ry`L}JpamY>3?;^V01o53Oqx?qU8!R~O@An=LIKr@g z?~*lQQ0?qL?~l`XKi*7!`qBIi`NRB8?Akbfjs8S(aM16gKl=${oXKdy=;E)L<^RZ^ z0{Yc>{$p1EEhhTYj9#r)WEkWkL3v-)jZ<|khv?5?g6L-%Ef&B2u2hTOlgUW&cu$5< z)Al#JKVuvJnmzhG<^5S_j`EMtpQ8lP&NAu}dhN61vS?jZ*Q4uMSrBAud}-lfZw}O~ ze5~K0zl{C_CCca|L7n^rS@-YbM*h9B{-qV-`(sh*1^t$m)5;Ggx)TJ&I$Iw9m)E{w zi^(55#^rg%AG_wy{20+4Cy0Gw8CBK~fj65MS%2>@@%>t*R_6g3*Vz6ZjGAq@@aLk+ zZ)Hx!nf5>46TrM~d{4lv{a=6g{!c2K%UAgf4a-XmD|SHgJHmuoPSc+k2+&~ovx{%p zrqib%G&~tA&cA#;(^)om*WSZBL+Kw9G_HSN|MKm5p5J4I{ldXhwKnbU*I(%02%@`9 zP$xg36`m)sx3exj7#R~Q?jLa;AC1!W%p6{YyT-^riS* z)uo7Kz5F<#mUHyyJVBlO1<(HX4GSUpLpa_8pw9u*{zo~GOW0u{{D1BLiGg{F&v8Is9zoOwE4b646~Dhx7vuixRpR>^LEZPe&*zsPS^CqH%QVj-+wV~P6t9eB3k+{9 zp1|Abb* z_KCfA+J0%|5zU|6*7TlU3u{yo@)J#T_Xz6BPk6X4Udl`74;YtAuMI2c)yeku|Ni++ zK2F71V(3pSLCjM!s(gQ{!3RY9WB)Rx`VaXU_pi*x53wcgPyXEf#VE1=Y8?OfselIr zb^6N^UnxO~3<&z;?`Ma^_iLI9_s{g`UX6nYkxoVxf2277gkHUEIR7+jf67*zf2UOcv^3d&wzYhG zml@AbZKDqj!}zI6{(Vrd5A-LIAjYYT#%=fdB#jz#`>$IsBUpQiKlYFOpr&IdPN?bp zU5Mr%$bVtO`S(X;L=%E>{eNKg`rBGpiJEHuyk#!cg;V9Ou{l35cNG0e$Q%3&~gq+D};Ebb5EVxV0N&B9JFn5Y~ zXz?*m{fuqI{B2ggN){eggXmu_99k~_`4*f|%NP3dFG1{6$f!ftTklxZmZICD&P0g) z-;!7U^=0Wwa!PL6e`fXnN*R44s4G9AVcri+4L%_5-x=+{|WQwD&_u@_8vuQqDxCqxBoLfDA!FEeJF3~;e(Hf z{ez}=65P^MswnzD4blBVFb^2EsP|7*G+fw!s{Vv*-@iw8m>1OfzX(UTt?mD_`p4`& zShMmm|3ZHl_dotDNj34G;9sW1IK>f!i+@FbSJ~^s4;%_+)R%eqOsUz&-cRS-WQQ&% zwom6d&mLPn`&tlpkuPeLJ35kAXqffd;KKcRN$bUpT>be!x4U&u>d}t3mkq&Zo$n$1 z!>IFu=6?#fQQp=2r>*&OdY2ye8T@32c-<>@6aHdmDE|4nihhFKKlJ}9dKVV==~RC< z4TZlhb)8-DKmJv){xIG{fn7V+w<`adzY*ZjKZ<{wziM+I#s66guK4q_ugX>bWS$)U zUdHA=+%zro6#iC>_Seb%T^aqKBr>DDGx#^!Ap=J|;9R41=kpHV*)(ricbF8m1RU)FI^>Ud=vUxsyuGNmF}<2!ei2_n89zR%zdu<%oL!z> zciYrK`2U0a8vW%Mag=YoFJmkp^}u(Xk>8Tm44$_a{(C+=vid7)Z}3OvNVuKwCy0F2 z{Ivd`+UwA`k&D}j^v3ow+Bbn8)MtY=gMX@!f6Yio+ip{4d!V^x1#?%c=Q0Q~kB_kzd`{pKo{jeIPGvRWRNB`Q}~a z_7~3HkGCUzc|WRq$)rwwc(m+4>r>&bJWtl@%PYJ0;jOIkvj5Zzt7V6MV|#M=A53+; zde86|t$2EC0iT=l`3DZ}d-J9&?`Tyx?oCC10Y`g(wJQ0$jm3CU`LpB3`~PTPw7>Cw zeuC^?aeO9CeGU*qL7tKEw_(prG{KKDD9%>KB8~j@Vhx~#6 zB!=<)eSHQ0xlYvomH0#QHwyhC_#ywNh*#_TltF(22fv`h{D|{bb$nIhz~Rpm=~aH6 zL_GAF+8%{C(xJbS$EOzl648E04~Y5c$VSI^Q#v;k^XnQ#pEMBuidFxE^@RMX^+WsG zaom4HzQ+4(M*nRX58xMcYJ24n{_oI!YI%+v>5`X^{?+tpjeoC2b+0p+=a(~Rw`w@= z?|-EJ$T@v@4SD)JeQg*YSnFe>+e6#%2t_{o@-vEm%+|tRZ)aM6NY?n;J~ZAd@V(>@ zS1sRJZJ%-86rW90r4Xiv317(a<@46Uz2$zSCxWqxeV z;V)a&ho!h8Z?YeH_$L*(l0LIm4(StBo;Yt&s-r{ytM$eD9__8_&%(s7z3?}S_J)20 zj{Z#6UIR;r{y=-G{(rd`U#h>>g2F$lT7EXJuBS_g@odZ=`V!@-@i|02F&_z#9WARXvCC0j4R zUuAxwUy_&S#6getLA;9F{bzk@+&@(HOMB5j;2->COIvKk(ka^dTm9Z^ZJ3`ld9G$z z5_MrG;u9IZH^FCL#b0i5p`ViTo5+mc+mIK~L;nKDdIput~flifylolSOs$6Kd8_H1aI%rcp>!@iJ=Mkby8 z!m39uyBqy6mer#TtKVjSUT(>|OzgKIeJ`Td?N^5Pyq>_WyXIZ;Aug6(rUSPjpY!yp z?X_6Y;~cL3f6IRwGW{9*65ovPmhH{6Qo^U{*JixAa)F@7J{s;>==Q5EF*QF+d%WsZ zsdy)bg%hJEn(rUCsl+@^#R)qq>}TR!UXBlK7n>*@@3ZVv?$%KZ`{>iQ$qq|bazT%F z1XRA0WQ6h$C-}qj9-QOjoFx|s{h0AEXLL zIOqV4^k(mu;~rp5%20RS5?=V^C-yvD(AsBKlSON zIeYd-?__f*-+;Manh)Bo-4{c@;G7V0C?{9W`}oefek1lQVFQU?O8mC4QQv-|eDoWj zvHv^|_$^ztXtlVn6hHmeli~$>aLUf+^M(RMfPF#G<9q<)Ue|tsLyKOOf^x*CZ$0ml zIInFT`Y_Mn$J+ae;2Y4$|I=leee3$}6yq<=8;}Dzx#yExPuO&NKN0x` zr11U3FtT?|OXVBwUD0lU#`aUmB80yxJ7>+UaE*1R@;my}@afcE zvv)zcfX4Du9~<=h#DH6@5z+Tp*RlJqf$cbcaQ|k-Nlwx#d+|_c;XB5%l>f zBgiM@P!5iq-{w8zLmO<&(s~kuewr_T>%UO@rhIOFbyQL+=OS6CQOD`l~2~ z7bA#qDx;AzyMB<0oo_dA>_4%>U+gVW{N z@Vwz|hW4E#RqT4PnTMb+DKl#Ql~I8O<3UD4Mtpq50`D~W^^N;wab7zpHpA_^QQCQJ zDWWS)5bF#pz4iSyud2~Cs`fc0-j5qtzhcJe+scamL%jiw^`~rwKX>E%7oY<)((faC zU+BN#DfIW!l->`8UVD-d(WHZYHV(eZ(H|`5v5u94mHWcAaxV_;fAcQGdG_mOMQ4`w z)%-2F5Pe00n9pUD_Z|IOvUeR?y^cn;2gqY0V%`sHHspsek|tD*jSRE`1vA zTr-lnQh3v%GhgmrWV^rUNII{_`0n4J*WHPin{pI`b_X=J|8u%;5B+2GHvzt&A9dq5 zba9&ZlGoGtc9GZavOQGb*TlvBbA0Y+bNQR-z6a)~n2ukk$4{)7!DPpszxFRVS$Lzwjq9EFri;!6#KTf4%n`Za=#wmFBOvD$!LV2sx8cW&P)t zs#j3d;8-#K(;ket@muQZHjkgizh>!nYRN5zb*7?!{K|7G&Q$*uA$v*azv+s-WI;iX zdpK^CA=aTXy2tf!wA7I9d*M6hnBs4%f}n@o02<|ovbCUmqy7aQpphQ_=0RWG;BUSb z72r-#*MGq^%6(!jBUO7*taC2*^c=V^s*z}ay3k{(NAy?^%4kBg_hlA%B(KN9J!i%D zr~8G6Z5KV$?(1`+tNUO2z?0ujNU)c{y5yFJ^WZU^H2JAbbae>o#!vWy9j{pEui5;j zZe7PvuSfFwed7u3zA4%b(Aa*Itp(pX>b{Nb^AGwTa-GuePtc?PRQkLee1UJk@ALms z*ej^}Puh7P=m5V@|3=Vb{}JUkpg%qYjq8`0V+UMX`1>u^g5q=h-Kkx`X6?OzDA@Rx>}P>MG<9>*B^l4>^%h{w?E2$$xa_8g&$A9=8 z|2I;$*_+mWioVUj*QejZy3|=;PtZed0KYFk77OM-oQr{fPx=G-(CH74$nJ4c$D(U} z>|4c(_ZI3;KU{TQ@fs;EAL}2SL!f-{4fuWj@3^7;@IEZ)ThX7^1fl0;)aU8ochUjB zE-%-9jTP(1lHnc>51v)#l-%b2gZvr4Kig17UIf9Xj4JydIiCExt*=XrxbGR)IJf^| zcWwS@OLXlBqMv0nVamT3#d|GiKlQzqVw{rO%s=#>I(}@w@2-|}K-gOt&vDulBi;lt z&&z0Vc>ntn{2hY-l&*ix?z=*60KYFkn!i9}|8*q3yAZ@Ukx{qk!Y7%-hq1rKmpdrd zFHtoAQF2Qs`qP=9?)y3TwtKYXZ({ESz5&0_zjoi&c5o4_q?1ua{#^^I_EL}wqrFr&qVpxF1A(LRe~{ME{ulOXlYY|Q4&)!_ zXeh^z{`4e>c9PMT{_jq(JCT9Ewyu9qjNdVVuBF?(*Zfs=C%PU4b>r7Eu=NpXBKfO; zT&eylY=3Xy|HfZkR2b_2v*RD_VjMq^8$hG{c#*$i&>Q^~_oj9mO%VH#GOC-bhf*{&iMwR>iaVti|{M&U8TSM`V-MTc{J6ZFW6F}jA z5Y+Ww!u-n5g}?UY6klKQ*Y3{=75+L0Qvmdwj4Jl(C-=;3+dj_;;jeOM-&M`q=WZCtb1#{Pr;O+)F8{=Ps5Xrx!kLWTUP@{^iVc9wzkXAnW%{2g?7$6IOf{8DT3MH~?J zdYdQzn`h>J+t(kL=)Di{ufF$@Nt6%10l&|`tjvf%+(#hP#`!lqEE5snJR9^w=+97s zy8iQQ(DEM^H1S05v&9!M#9t_PdC#rW+WH%O1OAAA$Vb;y3$tH5jKxq!y8a12odB<%EVoepUVDD9Rs6 zjEo|v8$V8E^X+3NAD4RBqVXN!Z>M$NNo5BwC@jVw$_4y>`PzF^xNl0unfCwp&mXf2 z{>M;8lL+e8-J`#;VK#02kEQVO1aP2g1Y{9%r^LM7VraqJGSaSGzZ$%D1YD^(8#};zhuw>8tK*Yqs4oN#`m(P5QCct zVxEvu<@^21_1>B4)s118-%c!lzw%SQ9-{xI65T9FZhK1`nmO!_Fj~6|7JE7u$mzD$z;?s?yq;uhxSkLeYv1x;O>Y0JB$9CLv$+% z>b^fh&mW0qD_^#|9$ny?cyF@f(S%fS<+b-BgNbelL0$Vf_?>^pS_dAxJE^wjZ}{n} zVllnfX#0nAiEbf5-TW07Q0lF8hwSyRFO^s#W5GEk>u^eLnMZ&AB={R5ES6!{etW|( ze?We)e~mvlcF#h~7R#`?ow z9_p|9%gf0@zm)zgBdF6K4Hpc4B1IYA`?^N&eSse30vgLlI`p4${fTw`3QDM(e=R3n zPf5@}SbwPg8Vic?hjIbGU%s|~qRLMW4!%GKXrwpucfN`;3L%&q8Oz@vEsSO&ScI_&GIY)RVvwY5aIfuK%*IIYb1o<-C5dlrfxt9-v}{{Gfc_P>uhOvY#LOF;m9)A1 zs^l*e^QY=Bw1Ca@u=fSM(cX76F}RDMuKg13J&I$+CN!upQGRa+`e(rK+^-Zm$^b zUt#`K{cTi8q5jg|8#dZOKyCqz^85Y!J6SoZ2|7R{y_!yYuh^)+K?nGK`s?DoWY{U7 z{69<3Kcl^RlifcsSI>l^6xgCmzXtVdPv>Fs#^|BM8N5cmCxcc+P3Bu=dy@yZrtyh) z%EWg*IhIe9H_k_On8sff$iA%Fz|nlBZ2#iAbQ0OmR2B9B;0yQDV-)|8h5_iW#G694OHi|T(xJfE$j=>UKgweB0k+jKGyZ7_1+xfVNWjyD?i+8L%iBQiR{AU z)gN;IIf(mP?VDzI=a+{@Bh!2!yYt|g;%)guOJ{8}?}!FDm~@4Cf^H-ZJVfv@hb(UTS%TxYZocDvyvi z$S3p<;?du*&qe>K{Al(@$RGTvIPCN6MZbd|fHUgHnx5fA+h`Yeh+h7Me@ zhfee)du1;UeS`XeKja4-`V09X9yt0Jc-$e`KsHS~b-tCyf9>}ZZ@av2$@^LdNTLfr zpD14d-p_=59Z=-0hLA5ce@)+`JhT_eQE}K4YweHpNT=EtS0#C{ht^oQds*}-_m`a&Mj-iTN8ufvg#YA@>|>@U^+FDu%oF!?_Ky|Fyw z_njL5RLp0ly=wcG7V&C* zH2*}%4^W-IOYr~Q-g10MNU{G1?JcWPOBn1eo25!+G`N(5zGHD|r+#)|-!q1?)9tq^ z_L8|1JD=_<-*>7`8#bjnlsa`&S}MNx@Ewc&F5D}Xvs2CsmS-lf$Hb)`^(F~=e8-n1`g{aspxA3{8NBGowdFCw-lGJ2)O|?Lae^NE z6NQP+c;0m&%6`$o$M;wXD*vw&JBI#xS$iM(SE56^>-L*nR+e}zjat6Q-@VyAmXYYQ zEp8FDF@7W`G7H)Z`x(0ZIu|>?TWssZJB@r>UKjTzLoJ&=#t+l(E2g82a34lTA3o}r z+tP*RZ?kXvd`i3zIQxNLr`Yx_Mg6gll!5X=eli;L^ujB)^V zwEGIlK7M7y_`U73EnUFwYT;tP=Uu;BTPKFs=Tw~Oe%Y96xhmOLk7ej*+*bfS&e73t z*$`o|G)c4KiKL=W#eG5e?Laa!{*eyj1bPkOw$h`Yp@%^adC~22BFa*4*IjATf?ZF# zL`5^ybNJwlz3Pn8^e*;yP;WpvlfZdp6C}K^iT1NT&(ebB<|xFB|NnKr(#*dq_Ghsl zi2BI{Of>up=>|NZ@{RHFT`zX-kMh>R_&{%lz`D&+Cp z7=#(W_27n*nN-_lgNFOGJarQ8>{U4N9N_m#kZO5azq^KUh7 zW|Ql}USZ?GhZ9S#tS$J*`I?i=u=R(2kpJ>SYv(ij1!D&k9ClpXH^16(V4dG356yv%IKm6kpF#vtPZwYtFX~Ap4Klm^IcAA&PzAmTa zrscz43ghp33eVeoLYq&kAA45Z7cVey@|K=XHAMMEh>R;an%@W$k^a zT^-+i{_z(~_a;)w3M}E+s@T-IH;`FB^ zL0$VhgxKP2T$w&Px#Poa1b~>nhvrEl*DN9O@B& zQOy58ci%nYhxRhIwO?Ww+7I7*Xuopwr#eCCDH&DP&xalru)k6|mO(xWTKDh1Y3~!d z5M3pLSVzie@aqMSq?TRwX32T>t~jrCDm}?#sDDFF$%Vb8D+TEEkHe=wPD|b%gS&5% z{jFgAQ0(~O?NMba3i=8}SCJs(Oh$cXUAQ9oJua|pSe0YqzTCo6omZ`DTQtS;2feO- zM>>h}&D!5={xzegYW>h&w=yNDMiBihqueRed$w-xi`z~ou8H+)frZTzeqXDN-zr2` zm7uQugR`aHB^@ApPpt1sEB?K!b4qSH{>rwKu< zLu6F>ew>_b?brvsqZrZ!OiWsL_OW)~iV+yXy41RdL^ShH-vw@KWCF zKzk%N?SIPFg7Ks7_c#jr+LWLUL0$VtZtwVBa(&(QLjIsg@jhGUq1dl9-P2#a%P=nY%OW%5B7->ZYw?XkJ|s)MER{K zqY(sk`e&29^G+68;QpmWXJc8hRBD3j$9*?UeLPyoUu&Z4Nl@4RagY5zuz^>qRTx(N z7WpSZmTK1xUb9pmjhH8-+L}x4Hk({>J&oto?hCy&mX|_ImA!5g&s1&X7^%eZ?G` z)`T=#ca`~3e3!J&rO#*Z7wzYbaDuw}^W`5C*~y`AH(D}X68>)HK6~A9TUE_oyaUm7 zB&eJJf_`29NvfLJ^0CnKGYs=_wELRb8ozN4&R2^QnQ8wc9rU+x{nMQi^dN|Jwv5J=&hvuhCwmoq z|9E?STT%LzcHh%%`~}eX!~EG`s>jmh4{YE6QrWs7?4^zE=TCeOC#YM0@ITtUWffk` zZ*=S5Xom0Xv7K^PPkTpuU%MC41ro$Qs*DDe?yyPf{LshOJ!1@Wruc%^_nl;a#)Mj+ z7yD3vj^6TVw!D6HeRiSnyK7?o(fwKRHyiEU1ie}NwKVZp6hP(nC8*P1aaoVQmx|DR z)r=HhYFnlJb0=4^xqLJI(U0=&PY`k_p0L1dgIBbewoBZ%^m+BI%=}>OzNK0H zDO+*QW8D8Yqc{8h9Y6&PAxP7#f|ag4Q5xK8Yr9RKW5xN+e74=^S3zZjcjj!%GQGQk2-$sIl>3ipFap@Lxk+_Aa%eo)~$WJ zV5iMD#eM6x-hJE(l~4Kl4|);j)F{TR{bR^p1@tSF_oW;;=!epuVFY#U7m~ihJJ#~k z@VbvnTo?R5X_qi2-My5qzeB^YF2em2lyAmA_U|x%{FJ>(P@>RZ#`Wt+Vq^?K-TEsq zblxZFq34tn@i%X=xfDP9_>D_Pc5CaeQ4~I!psxQNoZMp=-ls$RtMAik_V#A=k05`O zsQ=ITo7DU*81IjaCBB2d!@u3aH_UFVpJ!0?4K{<~pND3+(4@Au{tBY-DFk);FZ9j7 z@yyk!*k}8otHNF{W4BzzBTD*-_1ie28&6ON{I6xaB2DBk8@KF#nqi%n`rMEb0}6KH zNN3i5NLQHtI4J(Y8wvUe6h4ulj(?Ym-k+pG0Ry)sG`=d{R~~uh!JW08wE4%ZeC!{i z|BUiGiOQW!Fc(1?DEqn5r2(EJ7UpVhnaAGtLBKb`0xpScN_L1_D8 zFWA25dSTKa;uBbizKCzHQetPA^)zgS!8Bk24C?XsB8KWwE}(?yH> z{KFT2{Ekun>$mV zo?+B87oX?6=e%G3pl(lhbyas)=c?-E=IGa`fKz5e8LMNh<+*u zgR>R6DDi(CLu21Z34Z}Dy}!O)zs-qLa?|xc`ajkWMthqDl+i+hy8UZ>hFxbQAF}tx z{=u$i%f#c&iiq-?)xVmpX0K=5f0*Ip{096R+ix-Py@a4{{cq`eIEls4`^@M+ZFhTw z_ATX{LjElll;5b=Y{tLY`g0lay__KSxpFYrNqR}gx6EBH@o{R1EU z$GHAnNeNC6L^?UB_>0Y0ZN}9-vi`+3iXZSUZQ&WyHT{cK^gW!QasCNd8rIgmZLBzd z>69gM_Uj?q`AIP0Z6>H&|3p?j7cW&S_2iFsbp&*;%gVH`~t-X(JtNf$>jQR&=_&(%s1NCS0x3q=$K15JA|Al9{u#tr{s8(z6 z!5CJL;`gPk+braE2TnoDR{F7nAo!GnA=7)uNU3Gb$DSo)nIpwJ_0MRTeX(8CU z_kM!<`EPKpb5c0@8^XOzrVn`zl)I$OzafOThoEl$%3WiA2*deP7K)#gwsP2!McVnp zF8aQkAn3?JMgIWvFY+x<^Dp|ZS^3p$!!`Yfj(Lt|O`FpG6X^!|Q~R$SCw47+>Bl~T z;L94co?q;x{Tt*erSHST-vipucziKbTPV8Dj>Br%3`42pJK2gfwSM~Q)jN)qrk6e5`p&qB8>G+NNPxK3; z{%IIxBoWMsjAi{7Hsl$zL^#YSe*3r>KVrQqc|O~u&0j|-{ZWDiHGD;XJmKQ4zb`%A z%kVwNiioAJ1GWBVTm1#QVPEu0HvhP=%8i4J8Ga2q|3vwX{@Ts(kDKUU9V14L6V#30 z)jExQ#Oya7jy;w8h*-bxet-5%i=gUa{x_qqW*Z)sf$~qO{xsH)=zqrX^Caba?OXms zD%4sh#TBU0%yVE2Yeez)c8}~=$E`D`pyd?(h#;t+KO$>flWy+F^mXdQyUdZ|0~eIw zwdXeB6ttYCA7==npUT1bIdk8z2+}`8`O|L7JMrLyDk-c#t^XwHz^MrSSppHJ@{VqvrPx7CM;yd@<{(5@G(wu^( zB18M#?;LUXosXu!c8TyV6V$EW{Mt-TpkXQ8 z4RR5v*uxj(lsv`!tNV|X`rFmy$Ed$x)_<4M`2p(Bxc@Z6M>(;7ROdgZ6qY|)oF5zS zFRv4UTLg9ISC$R)o=eSU?>Jbw)dg{Xq1^pX@7fnz%{sl@$U$GrzKarl| zVLyR&#!dPjMNoHs8D3;vJo6^|1FS!WDesM>-2MRlN`0?2A189A@&kWKKihsdKLLH? z{Ck@ixkE4q7?bZ0L(aWr&P`?xI(u}Nm_J`GsN-F9v%Bd3w#pCIrFj1mWbV?Bdjxg+ zUrU)Cm!;lxeuMf?OXoMhx0OETAEW)N8UFY6FEeq_kEI`R1a}VOjqC46l+jay zy85#}cIK_*oHtVsSDyncgyMJ2%bL%5xJLgmeUB%o0|`A6pRtaW15U1-dPV5(s3F8yJ23#`?456%;bl%wPd6pum{F>Tk+9whO@`@nn$iaXuVb59I%+{HoZ4F^7D1IBOvAIFDexmgG>N z=j$I?__3ZR3OLSZgD5`epUHLm9JO8lhR`g1>Bn*=8=wbt=lK3N{dh?b>vTETHf-$` zHs*gkeyjCw`}~jfFXZ2New{#kzb2@gf5NQxZ}z8HpJvZav2qk&HQkM+WB+Q-DQMdN zkPiDQ_;bMbH}vBpL9CPHpz>bSe$s!(_-)jGe@l3Y1a;%LU(Y6gNdu;ar3oE;R;)kY z&s+7z)xA2Ws#Sf3U@t^zq>x=S#q3{0?)U7`P%k6nD zInw?g>-rel|5I|)@}vF1|If95L|8r|Xk5Si3r1){(9NH@>u-o+&31cM-uY6qU-nEr z_2})Yj-vc#?QdLvq|{$I&R>#`KUq20UQmjD8U3BfUI%{Q@GPUA=hnTF8f15z#ox&8 zzLs>G$s5}ba)|tEBF`Wnw5AK1!7p1KhK(D`Ysl_G8u(A)&HIFB_KcwXz!XK8pPiY|hAHiP}=1=1}r14zC7!SRzREodT;^hA$r+7~udezw9srW|! z8uEMXbbg9><9wpxYyLQVes#>YY)N-MO1`*r`%ixke^^#|w)!7a<*_T@sMv*e68ymb zP{{eV37r>t@hnz?vVSi4$5Q=2aq=INTlm|;{zTQ2aufAwt=>`N+X}gX9V+bM)N^(A zjlUJ#x51y(UGiUt`o?&OFys>V9B6N~zMP0(XW@UvXwPV@KkPSg?}_$7{*VXIMR^cb z?L)poe^*_lbD4KjZ=FHYom=stWlUr1;lD82(fo zDBe!^Lj!*D{5AhKs6V7b*jRq}^HKbVCAH^g=Onyq`LGg4`>Xlq=E$cw`LBsK$Or6% zic!4k@1?Q8!#xb*mGIU&B)<+kkF~?e{%gRWDv$Z8KgToGUtl#3eK_<#vTzX%Til1r2Y-iJ`yoFyfB4U`;|G=Tqz*4{br^WACqGB+wMZEcz4?6Q zysDh)FK#*f6~ez#B2)W&XvONlR_Bypo1{R55<3En}#$VRO2@l`Kw3%pmI?Es3OLH^f%NW#v4^W zwEBR&sQtMj2YrnHh(~^%vsH4a+My!(-*V;f?*;i*)29>pKt7D;z|c!YJo1PCJT)xK zL#ug{+zS*F`6cJyPJCC>%l;J={(5qZ*Wd^BiSi(f`a!wf6@Onng#W{(%J?VGJ68Xd z_1(x{r6>8%bmB(+z_E(|w5B57$ZrGkX9@c7Uy1T!K0k_Yn?H=>FZjcFgL(jc#H(TWvvcL}hY0-^w5RI7t*{ucQQyGF{Ex62uk{ZjJ>bLN zCHO=65s&=957K=jX-d`~u*zpJ&PvPHH?H@&iJVSm|`r7&q`2r#y{6ZcPMtt)0Ir(qoUsH`Y zt|t?jD&N|D?ltnC3i(BUR_WRE2}=8MA&(cxe;@KU-fyb>!GGVk^iiMn4ewZfe|)v$ zkSF*{#rh8OKj<09UyPTCM|rURKs@9f?TPk6`sDSC^;8k6k3?p?-$D6+XIw8J9`%QG zYFL(cWxtSvn+Fho zsGrJWJ%#gC)R*zR^!wuj{1MvoIm0gn24|3>;oc|m=ny_2WMc%Y4!|GhuQ1$On*{{PUQV-;#4gFnZn_l)iwo8J45H^+21 zQ^CDLC}pQRPjbv!_XFEqG-hDK&#|oTFKU9Iv>jWl%eYLOC*ho@9pUTlQylX>-!4s! z=sC8;^H>%~2V&8?=7q1HyqHsRVJD9BR%KtJMus>Z{3NAzde(7asoU%hF?whH8~^dr zOo2~q34Pt1$XLFQ&;7?+$%XFY)6;j{$0Hf)0nq4A5cioVr|~=;{QgQA;@ndXCcDo; z`7nQ@-a!}8NFRKHj@sX}^&0R1e}oVI(Vvhn^bBw;mlqMTJ>mto1?;-}ipuwo-C|dW z;l7j8Y1_x#s}D>Z+TIKRhvw+`QLvqkntNBW!vh+wNOQMYqFwEaHA z%$_te<%@e1$fNw(CFi#162IA^*!p{0g*{EB+Fb`{T%+j|WFdUq_n|%H&-M#Sy_a$q zaQ@syiV*e;WB2`gpxMkaoX||qqrWe|+IcMG2Jrjxqv^9^-ES*>HC;#;?&;KXoq9I& zui|U^U^u@4edLSwg&fK8e%+hBkt|PIci3I`1iMZMO{@4`izxa#2R_dK^V0{N{Dfy5 z`H2FjNJQR<9AP0lb2VpI+uuJl^M{Fc2mF5fhYNjL%*)^(;|1<3 zbo>Vo5Bo&=Ob3NN<3CnHcbbUugD&9r>1+0oM*6@5{1HCtH$gdPYLr6yiNYQh=XoeU z?uiP~2aNM_koWrivlKD9z~jL?CAOX7pCmpFnzCX9r=V&7MLOIkspEe-f$vBOAfFgd z<UGd(m(4E%)-hkbI_ZxmjlUN!F3#i^={t9z5wK@X>C7#`X&+SzxMVRyb=z_+K5a zU-WtC!zpN5e`9`d9|rv5^uviD`m;6orE>!Fm@xLQP4#!M>J*>3;fW!q_II&Cx@=__pB}~LP5Rot zna%uzPsqg%>&8s?P7K-&(Aa(oen6@tSbt!@fP72Sk9q{rPvxLuPq4-Qrq{j5SfNjp z;h(kp$D|uB_%B0vRS9A|mxJDQ#@}FD=AW$-ndUazMDaXt+2Nxn4HWog>3bD|=+AOc z(dT?d@6UNrd}sOj%i4Xl_J^KCWs1i-O%8@E?VQNcXK}1v^zn7pgyLJ2jo9IHv6G-* zp1!*h)U{va0iQ?G&DpgcrE$L^-p}mm`C;;x3LQBmx46)c3Is79%E5qg=WjC?@<)q# zX+*_5d8;*Hf}(Aa(+rPD9Sm@Zc6vrhbVwdbBYE}Y1j%C8UkBfz*APyPsiUy*)P zBB8~-!$Mp8Wb4reD#VNVPjegW3DEO4^ISM^EC(ZmYHs)G^ScZCG z??X40o?KhtquhYT^3UuPUusuujPS>jdxrn5br~w!jQ`^7{tUG@pBMNoq9?D+^xDa0 ze6?5+VUFq#%ShLUO=^X@3w-==r+CPT9E|Jr^tlwB-7jD> z2(KZ6HKw^>^1K#@mW(_LshRq)?| z@VXMzouBy~oAp6jlWJM_{O_-_`4rz}%mnGTLB0YX`zowYu@9G%E9>Vng|7RJknQ<# zKIUb~>-hMsX3yLS`4ZI0fAGA+32a23_T@e|)8@aXXX`%QkVCU4_awZ|1hG$*gNi?c zFtTSux!_OTR{42A_J~+N8TCOiZUFvh`~Y9LrzCc5mLK4&^N#~h8UBy`L3g8!1|mZZ zD(~-RA5yby^~0ChRQlfBZCt+B3EKYIo4)tg@bJq%zVBb`VCUYRuOrX0vGmnt!1T9o z%WM9ey3_Z51dZ#rpc3!>rg>dqkkgFW@BXJmk1k^T?m>7x31%ZGgUD>9KS_5RKK(Lv z=0&l8Z~m~yr5&?9Ig+8>0FCVjdlb~a(VoDEGU`K6xBqh~G3S*OesX$P$)l$k#@9_( z7N2*^+ey&xMR>gl>iD;eJaB*|9OAc^zqldRPZ_$6JQQ_Ov*!TcfJXi=kv@5P%3sx| zEi32)573BDXg{>4_N4@U3F^jgzsG}aGyBS4bLRIu%&|5)Rm-DYk60$srG(?98k zeR^qY2YA-lX8zaE``6%$uc~wQ)}<;o<1aO_M;$=r{*55^nR3v>{!=6tubjWBp@Xf1%z0zh8eAOEDtYU(v77=ntarLkMO7V|0EOc+a!^40-&<{5>m` z*Z8YhG=F}6lzuQloYTm`!2Y9Nu*J0g#QdG4tUpugk4PK8es2A(o!|cK_>1x1IQ|Z! zat|k{TmJ^m82?f7dH*i;!v}ZS5Snlfb#1*kp=QMZ8EVku zjYk|yzdYZgR^InmPoiJcd(qTOuH(h{Ig-)`64cGV37fMAvg}g}=KcG840}TH3!b0Y zWmkF_r=Z23eoP{WekKP4GSzq>#T5O!#>T0!4CCYKo8Ei&jrQS`+%k%Oj3J15*&4L^ z!?^BHrDNe2_r&_Qti$WwjW;*ql-x3!e*8`l?IZ{N1~ruL-&US&z3qB9v#0pUxm)hY z@>yGdqTc`-`_K39uTpW!&gS;R`q`-8fO#>1GSuyVBmbxu$tKhI1G&1b*u!h@af~Cp z@dS1C&)WsWOW89#eOzG8EwTSA-_9er@gLgy3*`nhmfwxmpBUFt`W}`i*~4T0H2Q;> zKzvUmh;qt7dxx?Y+0iGZU$km+TkPN3{WhiCu%MLMBcF7`_@j=WxjB(DZNK&==iiel zqge!X^S5`F;%}K#VnFP*{`bWBQ;}kg|2QqbBMv#ALU_}`kOn;*hrf{;?bu@ZPl;Go zi@xvrPu>~J@@V`2sq}psL0$h1cc1V=%6Lva|G~K4@~6&!G=FMF{VB)|pizF_nD~>O zL4407sH?xY&jasB@JHlI@oNS)zA>t1TTy?Y3uvV8zdkN{*61kV4>Ij{D;e_~l~Lg<{z<5g^qx&nVTeV;>6*Z-VLpL@dsD$QRMk}*Q~bGq0!%zj&b z&7Z~}g!d;w^b|b*4^2_!(dXIRIDAks!jys%eAHVRP9o7%V{UhoP&{%)OmIdP~ z^nURjcz{NHyk`OWMt=-*DWjzXb?fJZGBuOf)w`Yh&Gw377~kevN`!Q{qxqAYM|krI z>gwNq_r#CV(GRa9Qm47WFh4xq(6j&gGd(yZH*J5MpP^l_egS?E{a8d0n`MX0pTqqh;^16^m~{384DZy&!v1lZm~KPzxLd`=&46+ zm;aSL?F)BvxxuOs{?c2G>Sw#}!6|53{@G+tit)qf4}LLaw1l7?GM4pE`rmyf`LXh! zn)ccx?jJ`5YzsN~x*10@$PJ)Te!|EfD$Y-T&L679Qkn?nq4%t9rC){4FCqU%f2hkT zqs;`7P7Wpnci+V_X1&yHqt`95|84wq!{#|zdW-g7L3nEj>VQj$pm!{e&hHyiL{nw_ zZZGgx()U#af7LQ@OjGbROQ>G+oZaYcLVu)HDW^KaLK+Et)H|TD{*hfl`q4$PuW;x1 z9!x)06V%D?VoUzl4Ek^Q{=ndm26O>`L?7jX{u<~5573AYdtQt`M*X?9l+h-FI{D=* z1J_E4G=Di#e50ukKX0f|pHtAXj(%(;Xgt5zawh*Ob|F^yqdGt4X6mowD~tMHPk0*$ zqMyk@MSlYKm-znVr~IjF{_LRtOXN)ZKm4&kuDgBRKH=5QT-;WCHJ#>9?&tPj(P3B@ z!afi5x6qFR1a<45;NOq0Wo6QN{5{VvR*ZjDKSk`#TCSa_|E+`nHDvy|S-{U`82 z7x4S^weydZo*(&=KUK7!QGehdF>;6?HHJ?8~q6!CceW6>gqr6Ovg9UrdLVjk2Q#4Jt$sUQEK2j z=EEsyI({NuR{F7y?49xb2>rNC5bGQ{sQ3e^x2|Z@Mj^4R6~%8JaIeZ_uB{)B()U{g zb^Lq(w&5MywqWP|Yd2$AO^P4atNoXKSvrgQR}U!V!*Ys;oXWxQ0(YaB_r0ecsY7Fg z{!5iFmD>DTvZKHcC%iKRb?vYCV_x%awB4w2vEu&m+2V&6vyE*k@Q)GRNrISXtijLC zF0wa<^Y2WC^Y7z?cY>g9{0%rT<*_s(%Z>f#$J`V850eLUdDVYFc}~eq+t1HL{vmgO zM)?CBtY6gg!y!rg$c+6xuq>UZ1U(?+|bwEu$+&QFZ% zuLw$TnIOhVIp{ra&q9_r=c|7T-n%E(KWDGDe9*G8c7Ao1@Xis`&A%?Ie}5ynlyS8m zTPRw*Co{qN9@N}woRXWiAJQc+e>#DGo)TOjh;^zQjEorZT3VbXbG_s9FAMqE;In$z zHUG*2AMFnKqxJ`VX+#DSPv^azN23u|j?h*8lgsv|95=bdB(?6T~&MCRg@`w3H?SGp5-Jpza64Z^~5vvYgm7xEEex=S|1yW2udHtuh86W<*QLj@J zf85z^#*Z(n~3t){hvM z%3Yp&s`05>9QcrXz#qv!+W+V52g1X!uFs~tM^s(VUr>@bG5RxVdhZABj52{$1=?o_ zS?=3=Cb#Ze<95&DH5|7MwQDqukB}?6{;?Unb$5BiwQ(Syq1cyCB7Y^C{je&}uy;*l z#`!^w&n@^hj(=Yje@VabfmV9yC-H@f|B$A9qpT=1smmCyo;OtF(EG;y+ji0eM}JcH zC7OMv(hjnnhZ>*6Fzz9&rneJ(8SRRor(?ADQSWc+@If-ay`K4Vtmpe$Gw^9a^x~P~ z-$NIM+^h6aUmAU*To~9q@U)&!eoZPfF#Xp4bKa`rv zms9iy6(9b8Qj70s7wECVKY+KD;Xm66e@3_`Ft(=}PAB|_fFJOS`a}6ZPmPCv4ak$$ z-``pbB>P7LzUp7cLxh!lWPcsV4|<45Zxye{_4A8(lppcn5BL}#5Rd+FEK9BKRouq& zwbuT#qaVLCqxbs>zxb&Bv*h}QKO6Y-K>Z=C=9k2bVU@l%UVvYWhu{nHi11#YvPZTb z?;-pd?CrYtNbJMz!hcV$k6BlKJ==kww^o?9D~}D8J5-tuqJ6**%6CHPkL`uOD78G5 zg#4)dV1AJ0$)KC5Kw%^8tJ+L3fvr_y>j|Gj~v-|RJs{@ca-rV2ma?{mc zT5+ZS$o|Gue^s?bdpIfn8(f9|2DN;eyrchvPc`0||7I0v*`E~rZ>ap2`NlsU>J#z| z|5K1JHC~&qlhe23JCyOY9>1W-OKYzBgL3DXZ;j)R@xB=H3i|NB($dOsi6$KW2G#z{ zIm(N3PqY{OrGP)gBMkXLJsHO%(DxqQx&GtQUAc9*wffIt%J}Og{O5okdTS-z~Gc|I>}DBtEK=o(GA-_nE@*`i!2l7XIAs+IG_85sva1&!ddxH_8|01GJZ#KDQYE)UdWcMi}W)KcKJ1$1}`d_>T1h;!z$IUmMS{ zep1_?3x9TyZ^Wzkc4B=CI>-<4M*a{+Jn+z;5mwiG)x>%m-?P(xPvy^^<2%CN><1@N zis3zc^Z4eK|EDWCA!uxnvu_69jJ}zCGy7&~n%>vGX*B*?dd*W^dt} zqe-QI{4)O^@<((28-FzCZShCbl`2Me9>9yZZIK!UjqFui)`uYtnu4we3Hg&n$n^6&D-o{Di!1IKcA+L^_tDqkVTx+iSr&r$mgk_z5bR? z4!Gtz(oQ?iT0N>n+I)@`1U|84!Fe6dE#z$Ch8~Y%#Ymq4`9q(9*s=LM3v`Tfoa}Hx z4t)PSBr**3r1nqkeHff`7q+ z3F_-VU(eUf_3rBP9Ccv<1U~Lr^>R;1gMB<@|9$<_Tn>y}CEmB#P$p>L?Fs$@ zKMN(sIVk#(_4A|d&m_LrYkaGW^Vkwf_u*<}N#F3{oPrkI|KPj~aw5n3RU8p5Ikr6f zdSUDBtUMvy`}C-1iE5q#ALqXg6tC<5mdyQLNqAo!>D2et>k51``GY+f`ls=I8Z&&C za;;`x>bO~)XTLe=G5hB5+BVatVp-6>>N?vah4>+1{V1c6)_sT1K!Fc=FF^4K%fY}w zMPgYa&zB2s?G0zB*LoN8I?cR7tGsX*osy&c8m8Fy8iud+4+Im zeE{wctmm25Kjb6-44zpzN!+JF&alr=63hS0>L2MaE@2+VcU$q%&lJC+I(y)Jlu>?y zkYhO*S0(*h*66$M%jOsT$Bh2>--pf0iCl`yZ(P@y(KpivEkuks64bT7bD=a(r2x8* zLccy%F4KyM`%7|4Zp#0f|IzzknE$X&1pOlPqc}mxvmA{3rQ#DQBKAufpE)OmKe3li zG5t=SXd~LMDB%?&i1ADgxNBNESflibWt|fH*C!AUkCvE%BI=6%aSH$~zPw(yM^q=*0Ip~+5AI=1I^GM*5 z^QXo8?3kD8DDShE5cOxqznbkqH}H@3JLubnA0pmIF|L0~QAVW+qMqfT%k`I+S>Ss0 zeM-#pKleVR#RBVp^Kl>Gmr{`2Gd!@S&x z7{Yii2i5m|Tg99j`#zR!rTFTJTiSf&nm;HP`d*o!Zv7Cl<#dvCb5hczFMV&bX%t_q z`sD(d8~JhyS}M>FSAv-5FkJb`t zopq)7b%pCrYctWCQ!vHyua-Zjz^4kb-~;4b&fmL#mZy@xSNw&3F;`e;BKX(8=~EqF z+6~D~>2D!@PRQlLxh>PQSysRU?&j?TeqG|LK0)35<#H(C zHp^S?Ou=l!VuU?+%%1Jl-MVV_-0p-|k08crIjHmJ8tDf4Q}@r#DV879t8xEotNe&@ z$>8t10rB0CpiX`wH+28Ns$8k=>R%&D*z?5&&u{qbQ^^$aA1UTI3Z%PpTR1QW=nD?H! zjB7COO6`rpA70e@)omizrPQBTh#S^_{gnMz3r^%r%kOM>AF)W@)nyz@BH%?($A56gWk;lrJN**s1Ri6ZDE`TTtWv6#nmuMK`reVCas3fLzx0{{5eJ1o ziY-(B$v69ercc|N@Y)g7tsf$@9)BmvFL->s>=7*d={23x?vK`2weh13;k6~G-~W}$ z@J#ZlcDH7={-=aK<TbkH7(t!%Kd?U5 z;X5yw=Fg56spc}Ke+*ks>9)kzyE*&PAVJ@Uz7Hm-TR;1~I<{7dCwmCgPwzohU*Bvn zh*NS)FZwZnpqS_7^;hYAkJz)Sjon-Bh+&u?mqlM_we_gCpx>MD`Vus*zqir)8~Zb7 zW&N$$Gxi}oUxK>+m(Z@#GpSJ(x4M3=cZEN^oxA(pZc(=tr{p&GALIJTR{Zpr2lOkr zCq}&QxpC;jk~P{k6ZHF0M*RtXfBkk)*aNBW8l`mqq1od@ugzBekq+a(asP>Z)j&$9 zlOONZK_8?|e{VT4WyuwBerx|=zSCb$^*Qo28$XaP`S_)+-v&_vKZ3gTbDXQs2g#oN z!QuPbUQzCsmb!D~`*ZZQ`zJGeKk{dZdHFYkKg%J+$Vh^^^Phx#+vBBxAZc{gj_1Yt z;rFsPYIm^r68sM(yb%PA>yOsA_m%kV_gmupZ$R*5=QGbVd%|IaH=Lku{O~I`_@lIg z&JV!(z65#DHmxd_T2&W^ugIDf%C*Rn@W!}pGSgNzxzn(o36??1;-Mq>%;eeqVt5)A*Gs&M2>gAT=PpGWT@{9XVtP9lp z&mx@2+17p*%^n>3iol;nKc*8bga|r6E0%r4`DVUX8OFI&L0>IZ>h-Xl|06TqMlU?g z+Ecz2yC?i5HSNSf#;pI9Y0`V|@Wi`JoF4_|snl^)1A#x2GD7>Jp5@O8UCzOtFUAe` zBI^08tH3v-PuW|N&!4u>U%-c4Lf;MF|DYf9@Iiy&PcOb<-b*bFJH5Ok?6ExZJ(`ut zUEBZvN$KYj)QvxJL-{+_tXe>-6+Lc>{_plEW4p^fnmzX%!V4s*lV8h}d-2j<^5>a} z;#Gg1RX7DrOf?$HW@h9N@+qW$4bk)**r<`CoUwPNy($Hx~y+r?8NO&s<+7Xli z@4Nm3^Q}31((R6+!k&4{=%@J;K5Fj~ETZ&F38I{Gun~LnTnf1VZ;i<_SBU+`v&Me+ zM;7bIDY<1a{a8X!N8j=y?70+|fp_y6ds3YL%h)5Y#=*Mz`84*GD;A$|!trmR`B>i97PMXR;va3ix)c0*YIKJD)zr_OiSI>`2 z3;dOo5#~qT_!meykygb*dbUY}4dE z%R6DhhQIIM68blldN>^jEmls*zZw5(w&7t|mqTBk$eFeu?r+gAjQ+gVQAWE68rLsD zOHWUWjJ?8ezSVWd(bfHLY5Vu}gtvj9Zv7n6di_Uf@pIQTh4-8i{crlwf975t=E*6! zDgRwf&VM#iMmq@V#-H%`JRe!K|C`T_qr=5}Ce8nN`m)QP+W4`F@HP|FogYNbZ}(At z59{8rFFhu- zO?;USDU=_Jr8eO|+_9=``v%(nWgC6pPEc2V%is|Qr2XU%7yYm8^=;jY^exCK`F~x0 z+vH!w`+vBk801^*a7Y#slun)m}Tw7*&nJs#b5RRddeZmO|<_W`o5Q-?)=4aVcigEGJnye^`O&2|G@6th?0W~ zm*tfFzivP5i}q877-!_5;*U`Md{FqKFwS3Q^#?wYZ%XwKfRB1r*FT#49;5_^3F_9L z;SP6iurAbon3vS^1I?fDA;JqKXqOa|je+m6Nl>cY_$z%Pm-rqZNV%N0& z)pXaz{@Hkca)dHEM-b~oIT+t7Jb{If{#-GNFM0Ig;J??)c3TuaO7H|h-T2L2Zw5;f zss9$B_=k;loL!Sj)Blv{`*DJ3CpnmKq4gIQLH=OTf7&YkU^RcX;e>aLpl#)b{bSVsFvEvGI>>KI+uze<{5eVGK1)zH|9HIq zBZ_&3K8sqk`4C$^aUnWFrc$e$@Cw^9By{UhkV z0RIgAh#;675f)Yd3;h@C`h6=NHU4#3agJnW^^bJuf5!D+O7VZT|NVFLABCY^RQ`*I z^8eT$#Cez@lCwMUrV?0iSo3f_tu|!bah{{N%lW+r(1B+pq{**tTu4eM-D6Rsg>oQta=3P z#tQqbYBK+)ulbX`R&G91w(q=N5aD#ZpJK1B`A67bRm2|BN!WL(?aGDyEcB#Qe&d-@ zZ`-Ix550IbeL5a3^FL~QJ<30cm9W;Uw6g+yt`t*-66gQZxHWyJE%%`?xooOHxu@r$j^wM+#WQM z8Tn6M{zP_daP1F`XL$3vWUo7q?1y1*oZNoaN%#{1T|l)wP8?yB2VuxdefPxT> zPx3F|$eU38puUF6&39{LJ7G_a^A5-t@Th5^ z1HPIb_S|+nx8h%5BCn{7@BMgA*&RWb-4plVEe-JW9nRs3xn>ByaEJVtwUC;NA$e8t=H0rcL8TK^3={4*qP4^5tM9;w!6 z6^?qsJvqY0dvCNSEW=e20QC{Oc+tH4+D*V@Z?e}VHfjBnu2I(+o6 zR9VP_I=@vE^E>JX{KMW{4a0vyB7^*(9wDy?XUVbqyCKN6>56OmvKF23~TEKyW+mNzHOcPNkDH|r0TKdcY2o<#lHiS?X1e{1~- z{R@1l^qfS01OKRhqyzj>yqdlUN4f=*=+{sCJ4ltLng9PGe+P%Y@po{@7JmmJRE@gx zGMDKmJ~4||mCG+>dzq@gs0nUfcso4(+oj^X0OwF>h8$=Z`Mj`e`9!v~{-e>cvcH59 zgdgRXu&_o)4Ilep55hCvSJWsxsKk+kSaymM&K!{Qe9Wvxf<9$y!FinSyeT2L;3sK$ zhCe(%wTxxe2|sgKKlkEu=X0=W>wX{iHI1nM10UxQh3JDlB4m5>Lt_%9w&6RfX6Y3x zzk{GgOxe@?{fsUeeeC0L&Y?f=P4vGgz1t8NT4q!%Yf1TD9^KC;-P>-W{5apoIghUV zelz)QHlohz!oRPJW~B+gb)S9d57}$)hoD^G8(}$la8TZltP8!rj&nfu{dF$rr>A^z zA5TFmQ2ejs{af54Ip;k4s?sV=Uk&%5IA=vV8NWuR3@2IG9KP`LvJ=AIK-D*K74&Uu zzk@VYf4dvK(qFwJ?43fFWXzO5o9*{C zDxC|$-U<6;Tj?J+x$nYwi*X0zket6_Z(EA|9~UEnNlyLttURf;pKbLQ5{CTGEBh73 z!GAvbQIH_|nH*H?-O}x86+6Ayb>V;8bBF)faci{m`uv24`vlAf@@M;Zzh7jL<4=yf zvg4?DKda4dkI=rQZ0~=Ry#@JVU4rjs<@Yu@uQ$WLPVEQ!MtvnmVx%fT^g}u5vhmg) zX~eCL^QYyGW%p^KzMbLML7lwja!PI~Og~By)c2p4|Gt%)Wtur;_PQ8huMjkUahBaZ zCvr+|DMCMr62v?t2NR-hzLk0xFTHfvgj?eMm4nOtw`T2NyS^RhV4hXSpWGbZA(tiS z1I7_Kn2@{bTb6tJt1FuVZZa2&Z&WBOBI%rV-(H-)I}wDO%0b6%HMdFwUD`KZR`d!h zN%6-fd2GLRM|(fUto_34<;B2V}bIQ*2zT});=%>oZ?}_p6RO$ZZ z=RK$+@SQ0m@TY5kN8jgf={oJPxUUUV{J&}UrDpttPZA%CalLLUKKeDzPmwRyC1@Yx z_!HQ8#0WmKM^uKk01B_y!DMR)ZWD6cgJz-7Bf#tJac%1IpHx3_o6l0Z%$RyYZ#~GrtMdy(b1r3QFmBJLU_95 zntx$;ADi)ATYT=(R`z$$i|{8qjGx(dr0w_$T3nGMu7p2$N&0cm|7;=XSD^2e22p+I^~-v;?sqvGQ>JU4hC;%{#pv?lcCel z0tbY?YQ3UCX&<%b0^dyjabJt^%ea0t!&lh~7y5$O#}m84-$6tAVC+AqU;BDZdwiWu zqyF=C((p@`4gq5QRGsiRLCiC9&~f{r3oPLI!-q4n9A}jXKd4fdQN5aI{ig=u)gp*; z%0cgHTR$+5f?>P!yPjpx$2fOr|Lei+HGTV~@Vv{#a(nVCEE=zKIvjNj1(w{N}?>L&2b`2TP99qSF=pRnQnIiYVfE$725 zc@I<-^y^SX)FY_xzqt;*V}2`#Y`QyiEgMDgfjd*B>Qr0Px35dz-3ekpCkK`H>w>3y z<@0a8fca7UFFo>8n7)Aq|w_9och9x~XQ)TfLZ z5Y+8sBRlT?i&^OXT*ze$dOw%CgDHLRiF!4jUzwF3`XZQrjs8{|5rLKjQBFA+a5&vZ zHo8XioHDMltPRD-Y$(vM+8M3>8`Jk@1aI(YJiIElr(azRj#aFS?7qWN8I)VQ=fB4v)Z8#-2YS!PC-j+`q2R&G-w}L@0nDr7`xv8#wCXF@!~1z)%m*JIg&vx z+tUXf{lLum;-&pX>kJAEy(Q+~XBEPh_S&SKKeZ*ib_8|nzsT6#Z<$-#>AkA{eOc%` zeHhR`^PDj$eSa=o`1?`ouL>t}rtPn$ix&FkDLsD)A$v{q%TeU-3G}h9>`osX5Mi+_ z-d8q(z1x-VsHN&@hV|{rA%z`!Rqzz^e% zm%P=^4>7NHCOlpLcgfW8qvUs}KdfS_*vUEHSY1L+{?`{Mk(oucnsRN&iM z|0q{V$6xp>1-|k97B@SeJrd5>su~{DnMyHra2qTXQjf3@5zN1a z%W3{CN%3~x+oxZBqMd(_pzk9I>gPYd-`+`q87hUpEplGWKOK(E8x*;y4yWX%?Pq2$ zN4JKhwDe7KK6E)O5M-um1E&0g26{g55%RegV_D#v#-{Dow1 zg#K%^H~O728beSwf7>77?1M&k~Y%^pBR7D^_!i*A4>_wA)y8X zin}~z$7%e*xTM+}6czGgR(@oM`5XFa_--5iL1C|9g7{3;l?z(DK z`{Eq*C(w_H1a$g?9x%z40(~Ix29u)t%aAen*9=$mQEmP{{%;7=v|Sp>5Zw1U?k-m}@CH$J_*{+RIBayI)YOS=z^h5SsT^fL+S#{am67)Js+xs8rv!Yz{>BnM%x^;&Ap^gt&r2#Hq z(i}J=?Dg*^`JbxrPJ2H(i0~E=)RlikeaCCU-*!fd4|#v~Op74R->Plp4;S_}YW=%# z%FeQoek>xWoB!kX*SjG(lfO#rUw-zz6|_I}CPCje{(t=5iWxrEZ=i3qS6fPqEF*|{ z(i;3L_LJ0g=)zT-w#Ev7Lz$X+otd(w4X5NO9)FDGUrrfqCTP6>@EO%S!!HYCSOtoY zIxuBKi6`3naRq%}Nl*s@qtAShB5Tj@)OF)cR-7XCr|OsG)H1FAo7EreMbUqZ`~Ovx z?;3)-`KRNUyDO#aX|`r7)8(S@H+R2t#Nl^7+V~$#c&iCQ&gG#0>gbnD{ru1katZr_ zRFvL~e@Z6aRS8n=kIQj%lKz5CEhUQ@;&($0Uj5#Dx! zy7|{W-I05&$%%(oX5_dk^nc24Jv)9`-O?$nf9<^pwf>wqkxTLT^|SLQ`o+(k-)a7~ zjO({uRFK^Sb^AviSLD64fB1oLJJ&0s|1BQhKkjoU_n$7mk^enJ_aH&t{1NYv`?}x0fIWpHI+xn+lc$S z1GrHiyU^z$HC^qd@@R_Rqu4_<<#-<&_E@1-gP@(wg*^o97hwMa`vtYWVPB}N`!Eh5 z9{no$`>J;0JzliCasD&5C(Z{{e%yt9#b|n;7URGAo~@f`2k50DUd1me;t|I9qw_tj)qkbm%`~G{H+Bk@PiJIPMAEMba<$cxFZDFIy{BPO5u==Ahe4Anq z`x}334VN9kVZWl52k&|37Uh7w9pYinf-vZ-_GOKQy$56H7oKW#_Q*h2*l z_2mh&{iFSY!F;RoK5ZXf%u29_FR!QAr+f3F6fSGc@L6NNN3o~t%tyFBY*H(<4WF*q zpS9yg{VVnT`O+Nkr>pOQJ9F6Isr(fY_IYRz@T-QC81~f&LmrV1dPAwwJzt*c!ziwd zCwD!08Kpms;767IP>Y|D^>bc->ZjJXe9oID?uF0k`o3h(Rgv41J)~OSt~@T8{g!NR zP48mG8gF4=Wz_dD+B3pF4f2foLb*X7 z@safYaw{u?er@<=3eUINzb^OSc#pb(wSe-wN{|oKXH&)gqlS3@{2{b;09`Gfr)?BkLc?9ai!(!cAweZw#EQJ~!4kRI)&%6C2W{cHK$4DYRD zzT(RJ&vk{prMf?>E$oMr=V!;g6#LuSqJJ6B^VRg4J!SIp=j7lQ^^rW@PShvT0U|y4 z!F;5KlNio*5e6P0;_=?PTEAZO-gpHbV(oyp+KTqU`{>Be+MW7Ws?U)h+8<$+KdpQ} z8c&Vm0oEU|C&zdsxu0&L4)FzYEEa_Fg>lO+FrL z_S2{zw9nUzEqZs^Twi@}T(+M#;v-)5m*K`4$)Ac3dsWQ;IeAgVp1Cf`TTYJg4fz_+ z6O7~6%Y`G$7d(&m*mH{Z2EQu*+I}4UAMpr-9w6dXeDJHi_m29+dI04^dm)@WKh3@s z-;=c;KFUzV&&k#KJ~vn7xellH)5b^O8{^@h1@R~kNFa=Od zhr100ecb=xydWzwmi3w4tGs2AOV1Y?wdJtThq15jexu^olE;NR1Cj90flJ+!moy;k@1?T)2cXa2mf%zWn_#ba*N2!(1bTtcl_6YV8{# z=w~<3MSqe%EAPJtAIh-&L9KlZ<6EBPc9WJ@)!rY%`622J<&p92BT~O%d|i0?v{$#W z5kzNdwn3F2*lG44X6?VYQtlpG>+NRU2>)fxf>8y>_Tdz?`8*c&YISpzsYDZ-@%=i* zm)aE@BlIb9&G5gqE`xT?g7Fsh4!u#CKgFIlyxEZ4yGkz+@6Y8APV@-trM*9AR(_PT zF8yde zdLLEXW_+0s`7b;SsjHRF173J*~~xI3C8)e7-dv~Am&3k=(urZlH}d2!i4y_RUH!ZC>60jp$Z})<`7!rI{ZARtEL?_~&L9V7=8eTsEl^@o7+tNswQ`!qBD zVNVbFhdn)!Gv)sU+0#J&jQRxSD5HkRP=hWdg5I&nnvu>!Zro3f;qYkLQz?<3}~ z^7P$}Aj)YCraksd>iC~wQ*#ZE7V}TGPpKNue%_N)a*GT7s7w&^m>lE_GTdhl<5Ra- z5gRM?Ir~4#^Y~aoLr%%X`{9+o#gEG_-D53&&C=u4k|<%168?Pq&WS!11plstSCOD@ z{`7lO=7r>%*!+)b4`RgoQENvY?p^$DF;2-%>mTWo_a8f(@t2c6C;Ej^pVLf!RQkc< z{cGHJfUhd_qdGy|_#ZN$;CU8*ue|&8e0PLBP~Lk}@}?TA`ID(ic-06(POZUx?eDRU z+y66QPxWx2Px^jf)V9gt+I_Tb{D%mAD&x7N89w~UfG?vyTMgp7CPB=zaxmb0`)f@7 z94-9WsPj)jPRUc;{>JkGGyXvb{HybagP>oF64WE8n?E80Toak^_S^TpLocz86#pdE z$W;eowD)ss)Au?Ab?whO_(v8{o?}27B zwf9fj)AtSpb>;WVG2yMOPj)!=RPG~U{@(pl`n(nkp$UP*k`HZUwc6x`vPBL2z2D2qx9*lbaHy9tzW;${s<|4(=o?}ck;It^4EpF zcO#gMpbY#96?!9$8+Rbvo+bBKKKh>5^=zq*YnpH*^P(SJ3F_vrUwRIG#Ga5pytEX* zB8C3&KnLTGvHzL%-+nazqFyGatsHh_QFe}ez3E3Ef{+tA=vY4RJ-aZmq3h%|QR4h~ z@Tk1QorCI$`s+@3JqYUd4*{)9zLV}&&ex<^|LfxYM92J@&gbaw&MCR6{2?9qH_qQZ zDM4?77-!|6eV!q*KdcqeQx5-qLCjx!R(ZsKiP7}wFfR2Xe4J;>!C>j|b7>5n-)5%x zkl?8YK3F)Xpw0ZF{c(?PE51GPk9OIu@L$1Z`pZrHshP=-%I71YPis6s=}QIaM^Lx^ zx$rRk6)8UG?yqTAM+<+5{njL$4l7sFX8tK#OY-_l>G@AY7}f>qeRL&3e*h5}MNl{X z+Hdjw%z``AJZCq08{0(jT}wID85ZIzlgH&pB;Z8e`^18 z=3sL${TM>9AR^@cGy22dEbi;TgwPAC*i!obxmK44cY15@|C;fS?55C<^kE@=-elCy zFNV_h5d?MPZ+MNTe@WRR9XAYiiV*VGGfS5nO)uBrl-x3meheq5lixUxV|N(p59@ce z{%oKBu>QjM{j=*Y;2ZnjNaEX{pmF`7eh$~{;Yc4X6{WYe{;_^B>ND7i5BXE&M_a#} z;h&`YJCxrjzrRyCwh`2g|1J%Vd}5V?DxB!rK8jtX_;LP^)^EQ!O7!0`^nEo!9SHXE zOk|FG5e;fJt(0!0hCi0RFD9s){{pYwPhcA^MecdC@jBZ}@eBB|6(M`I z`=@dAeG);ev*lpO*h-1g@=t;7?{quP{-F2=iBE&l)*Z?zXcU*kjN^bM~1^G9g|4g8aCKALrAqRu&21c_1hqmP#axhYy-=*!@ zGVyq`BBK7y+F#8!JPhN%DnGe7ku&8#*hGFNQ%2JW>gz9b?R;_nje7Pk@Gi~O{euPn z7?-9JKGq4=p!NN8_47fu1{9wpD^6|d-b>)yR(|dMO9y!YY<g3NQU6tD`vS&!uhnp_5>JJUsrqXY21QS&@z*L%p$1CPoTr}v5(jT!}@u-vVP8;!uksr{!onPA7=IcgwF3V zei{9dpKcyx_BtTx%>@&ij)`I4t4LUB+KMo50GvoSg3-P^` zppY|*CGekWkC`3yzYG+=Hs-;SYayCHd|T@u^{2{jaZcHpj-O`l&)Z60jO&WMkT!n& z*q(5^P4 z+cALq$>xUxb_8%|*&yJRybr;9T*|s$)_*tdFYlc`Q~J+i&Z<3zcwa7w!QKb;2)$0V zePKUnPxgStg}sJRe^N~!&u}k-usY9R{cN#7Z*iQni>z-QpxDoi8b6HhQS4p(`DWQ1 z!ZXug{>zt}D|%J;=W}HHhtj3}xU4O*bYOT_zS?SUlzt$+cUhcQm)`@lyZ4*0-d8}y$6=ajQVM???ZXi`Yj^tQPi-jpmRrgKhuw^ z_8P9@eOJ%}ebhU`h)4Y+Y;4a@GkdyB%;YERAE6I~^vD-s#N+$jgg=~JZVeRnLuZux z*lr?h)XxEZoO>p3U)WD*?`<7wJ?E&qlee%33_0I6q4Ody@t$l|dXEtDhxf@;`LHK@ z0=&;B%OCxz<$=ADX76Lv$ACSnYCnVb^O6|k8~I@$Y^-m!JqilCYJ55oR_nt-go73P z$`0cFKiC(--U0S`2&>~4-d{{)ut!4wFy4&wo+^A1og#8KZMUfu%hbRZ`%@Chl-XOnPc~t(}^Wlm;thPyWpKR2GY?;v|(wLCewqw+ptA7Q_z%5!NkKBB(W^my;kS5{h@x6hc)>^`B4to?;?!$Lm2!S!{AqaAGafqu+GmbhVqZMdh|-_-GQH> za8UhmlQ(v2&0S=1IGuk8-=Ne_Ro?OcarfR~RU}Q^=+WI}StI7K226k%b3(h#Sx_-2 zR7A{}vtmx`irF<{&WbrZsH|c}MMYG=gqSga828SZsb9}9u6GXZd!Ofi-}$FbPj_`y zcUM=(s+KFT>B)g)-3Ua)ci}FDJ)b!uVGwhX7KG>gv4)zHU z4}Q?T%KP5O8VLJA#DhPz|05p!+KKv7)7Rs-l=)EulE3U^|6W_juW`MJ`T#xjXQMtr z80$5Z%eekB){mNBc@BF?;Qzb+((ETi{`5zs?<(d;D!p}lE;W2DtyT-o1%l3E;Xrc9Urn)N*e*D%RuMpuo5R`%9pET;vx9#f7 z?^9l)1%0&Z-p<|soXe36>m1O{fe7pSkjL*xF_jwDcHa@jTG98V5f_?o)!hfj`VZ?p zgyrO}+b%tpmIUQ19zO1(*iX8>w!*$hFHa6KI44L$AH=#(Hp1|YOk`8(J|6N{@8fCy zv9M0Yej~zic787^T#=R->?x}KM|%oYA8GSJ@QZy6K$(8ngby(c`_U+;x*uJDQ*lk# zv)GTsevENH)NDPA{V24v(H_qXU*$7Y+$T`=N_N42Iw}bE5dr1Tyh)Z#l6_d6FKvH6 zDE#|6Tm2(da~JsO2|u$TA8T;!-J4R0)pZ(7I(1r{hgEZXb2WQs%|9^CZ?NC3+Yj>U z;eAK)y3wrg`ny}jd3@y>od>2{Q;icj)B1;hJk+1jKOXuU&Jj=!Ie*9C>W^tZ@1Psx z#JDc8t^SSvnY8-16(9Wq^AKCh5C3o|zv>?@z0LKf($VaxFs}uDw3qH27Ey|S!wavk z*Q>DPns^^#Tkg<1?<+S-A$_g>#5hJ&pzj7RlfrFz3X6!a7Mv%lr! z1JQp_E>-^)6y-OgPuUCq{wn_|-_OPPg7q%)wT=D_HFh~mfvu?9L+{j1*|BZ5cm6wKRG2A_IM5G1NxI3RL+wQms|g0*77^dnI=k~`+ux) zyR7y;oD<>IB&gHB0i!-8F`sTL-MESp1N7AH;>emm`RAKn{kjoF6UK$l5N?#F}^54vK$QuJQRR34=HV zEk)^%D?!Y26C*~!LFf9d!%nsJJM`C#1Gkm$Ce{}!X~B?&^G$U)^k^U`aLKJ*$N zCEhpvyI2LU#lbBFesRKse#1Oa{_Og&Q;d|a<U zoXDA$AMbmi{OwauJsw%fQQ()SjH(ed%HPT;`;l8FM6mu8|1{x7n-ilodx8q|9m^?< zXYyzNFJa5s^e7W;}kAd%1=ucIGsAoACpJ`z% z3yx1;`bN5K4E?-M!|NkQWzqceoAIw^8|>yt`D1^Rf~Ne#o*we|WA^mn!k*r^k6E1< zsX?v>^Vokz`5FD;1a9^37aK?n7R^ACJC<9`F)hr|5Axc;j}8Pz9^&f;P8b^73aE_)RFIrUdo=3jgqR3wEyf#MO5F zd4cR9K;O9jY({jkKc$<$1$kCUWT9i;SNt&Hq`1!*Qt-oy*qWMueRsldK~M)grZ0Xa z1(QD|=>JVWHR=%)rOkgl2%$MamDss0SmE-gFWjLb3Am4l9%{DjWoi#{zoCH%Rl z_gM=6D~oZGqFEkCKDz&GO` z?~8(d{Q@pMUuMW^Gk$!wuU%KZ2o&$jSX$L~Xp^eG&G<^OxP5iV&yTMEur7C&&wZwz z)8?;j6#^FVP7mg(@@HlJQZ}~Yy%ue6vKAy5*+(X{oG@gp=)dg<-jtFO2#_Fui5J(%KETzg-v z1Eu#Sm{G%5)(>x%G#$!{Ml(nH?wKQpK{G%g%?@mxRez^V?|CS{koRcszw`Pww zdQjlGCY81OfSm}>iy-v098~7-A$_lv9c~vb?o+NF>HN#@j+#AKXTs}35dBOJ2Jt(w zEV1>#vVYIHCGL}bDN_F7+BLSnuM)P{Jwo`s|5&A?-N*j1^-qFf{gIP{{~q+mhoG+g;xFfY#GaEs z4akMh{2iHEw=691&B_lt=>I9@zeVKf#-(T9X4wCVjSp?y!Co8xY@;8e`J+?rXXF$7 z_aX*|5!Chn825JTq@+|A_IZps&0bLaZU@IPb2AMV_`T`-0D_qa${={d-V^N3xk|Nz zid?6EW{K?*z=vVLpl?aYPJ<#~SQa?hul{_RWO z`w`TQzm6k9vL)D&Q*zV(^Y8ZHscgnq>1gj`sQO=%Kik^R zVkt-r525=Z;NOq_3?^t?|N2T3+orF3OYEO?{N@pSXou>6ZIvpl4~@Lhdh zs*J$5wf@n6)%LSbA%2jsN5Z`s@IRdXj3Ed<<)GKC97&Sj;=O&-cR0irQ+yfc;k7eu z>&Yo-89{$W6V&N1|4VhQvB)sLUp?#H74Hj=_bXqb%{yn&{v!!*6hU483BEYxoajH$ zf9O9n9Wd=bl&uB&E2Z*pwtsKdei;AIenxxBvBcmwg1Y+i=yX>0C-Ze#@W{V*vH*%N z9;LDTY^>5uW0(L{o}_7BMD|ABdwJ$qzQ=}qiUicfeI5qL3H+kf(>?-K~> z^k;CM_HQJ9GAiIkgLw?`^M1-$tHO%zoRXXJALE*-(bYeWiuunXcc({9Z&k7xA9SFn zSJ3+f_&$mLOeUzC|GPXYe_GfBrl)v2#U8M%kYBU*2c5L^N4>vUoa4J0KHhhO{22YQ zO{I*M5!CVj{Ew#drO8=q&UjWMn$@8AeIL8$$(Yz)@IQ^dFCvI}z8nnNf8!ZjPWvy| zA3yZcJ@4QNEd>5_!ka-**ZzTFPKnaNu@er>>liK8zpsncil1?~DW~M7?T>Un(;wsg z*O~NvERK@%qEx)5%j*>|KHCa=McZpFPSy|EqBYlXE^_Npzl?xyR6BSnTz@} zlV7jHBNHATJ1O?x)*sI8S)^2T4l-u=X8T9;D5Hf0(a+?da(?vDf5L_r_ihP$rV8Dh z4je9AO7K6Q@D>o%wZGTdN6)06&+SiJWAk}o59}T>d1d<7PMngP%CDLJH7h^pfUlIE z|F$=I9}eUCl5flJ(fPL*(mFbS{|)hm^LI1;&C355<+~L56O@5VnXloJ8aycc`KjZ# z3r8|D`bY=;`D61ZZU59*|I3NMDuTN8i)(n37p!%(gX7od;ldvFeGZqem7Zw*X9eM{ zB$$Sv3>1H$-iH3Of%;EM=Re5Tcu(A{{`|-v5A^R8gFhZKd=v-xYW-#A_`aI{oFs^J za?n38|63_yY3SSit{4kG_p>i2au`n>*cG|5dxcu%6Oy((v%l<->rhY{+>YeXY|Kp+9H8tTo$zn`RHV zfl_ZIsH;D|`L?`%qW7sWuRNx_PhEk7h*|rY^R$(BDjdwh+|ypB6>) zgh(st{v!0BdVeuD2fi77@Q?YwasFh64?4h4>G_9>A1Us?81c6gf!zc#&dR}@lie>$ zS4Y2VonhTo@xJm&k6v}EC6wlr+_HoI>>>y~CkGXOV&~}m0Q356@vG9cjM3gV-AQ;s z1R*DK(0@qeZMKr;e^`I1=WjVUB{v=akPdtq%Wqcy7{5^e#`TjKzDhqr+}~97zjps= z4>7oxpuYcCkBVUG=U{Pv5${t`@)VaJ_vurL5BWFh&;69q34$1><)FvKfOo9k(oH?Q z_k@Z0>wqHZ%U=l4?2!);UNAwdbL3!H+ue^@R`LgkddVC5&x}Jo>k9pOknj!>)Y12^ zH|4$5vGEk2e_EXs{(vjTJ)C>^d2LR~P3sT+7xH85zlSL!nkZOw`v?A4j>-G)&1RMA z-(jEVKWlu_XE}RR+dn@-_{RxC&g7u-zOiLoy?Iw^Y!v>WBi65O8MaOvzmF2$F@n1B zhqp)_OY(Ej4fUc7WAZyul-#uZNQd&nP6^*_lYff^{U3G}w&IT=f20^!jQ4-d=wCAN zM`DI=Hvc!nSIc=v^nauNIYku_Mo`y&!5eocNLRa+et7*_G^_0)Sjr#KpWps|9PXF^Gw_mcjbx(@iE__hW4JAyqezT1kA{$p%^GyKyuexm+zDC1{(4*D19&t-xrryTS; z5PMr%O5-Qw;=|Zn-JUHgDawD5@GcQVIyo5lYrh1R_?`0~5=R^Lhvv`V$Mi>#=s!QY zeuDlmj$c=(+-ayl87OQ8R)1709j?!n`bRS-igzw}_oYWF?fm#ErGG^b{X`BrPAPRl zvajpv`oun(IS~HS$0M6;xG;)Sa?3UP^OT@&{u$GG$UFA+-0PF2ZilmJ6u)uOjGEzF zwfAts>HA%RSqaJ@?2l_n%%A4(Bk22I%KW{rX#eZ<{f>r*e~Lfry`z1`tPi}vyy)xK zlMi2b<=6Z<-k|Td2;7qt{~ob_7y0pFcjpP({aLgA13LNXk75UZqy@)!+wgy_4*4<4UnFI8o1m`! z{ZBkhl5%hLo!Th&itq>a+h^xfSyyzhnLgfg!2D}n3g2^(4J@69pFA(_?`50qkv$+) zJDce*r}I~o|FPlxHHymph#>fsgFy!t-eS|I9qNDd;2q%)s_l*uW5<=(?!QG7-hF~P z{iXN=E1N&uZ`eQ4V*b^N;Z(rTVvt;r!j${;|Z! z6M{PZ<U)TA2qNE*TlCQr*X#Jg1`Nh0S9sde)B4>F) ze_j&&9TD>QRjbWohWD`0f3W|NGWy2ze|ruxX7%Su`^S)9T<&h@JZImut+2;$vUU8xu3rOUVB_`u?7vj(?9u zkKVGZ?Z52rTkaBTPw{ht#=hf&HGh-|^gWTFuK)H8>#$P_aGIV!Z>_&sV~X$b^SJd} z%C+GXG%f!kdJiZsA?*D*-PnDpYTJw-Ji7m-ZAUkY`x}{mj=#97M`MAXMEQOosOvwD z*8X#UQO#|ZtF`-DUf`R_-&0yYLjJ=u_IcMox`@sA#Fhp95B>}A{S*E9 zOi(v}u*_V0jRko8lkIj$w7CEF&(XllmYHQa@Xh$g`5F3;asB*-GWtpo{n{F|+Hb^> zKT+sk_~WPKrtJ^?hw-zE_5RJy9NboXHC>Q+4@#YXXu8}zxs*r>X@3Fgmg`F>>#r+|p z{goNMO6U9gKWVAlSRdvBWAga*bDDVOmF`8AmC?6_{oc7Nxw5ocuk9bEBmDH=)}N)% z{8$!2^Iy!XAGPb4_aDb99AwP+$NmlE-#GqeAi5a=kumWf(SGmTkY19|zpodho$E5K zf*8Nd=p#Gq3wOv;K69lucsQ_=pv z+y7Wtj2QEsH?>IzEr?2xho5r*{GIu8LB>N}Y*L@aW*VXq} zy_OTXwZ8q&`t$DH%GKWYO1FN#z5z2$vwH9z>@$^EJiyh(v$h8i5b~5s&;~e}?!5wI^rT*tD4Ne}wZH&_jJ8-{j@d{6Qs;*Up!W_VP%l z=5NQH-M(Cl=uutJH`=Eg`57bIk5}8|&#mjU;2C51+)f)NMo0GG6=b`NdLxGNBKMxG zI^E2hmy^R*f04C5X1MkBYImMPCfH_GFW%GY@bPV1zRhZgIH(t&+UxLy(M#%cck9Ab zerI{1azDEUuc`RUY9PX@f5%!J{*n|KzFn0=9|(VcR6xjM^73l!kM@9nF0_YQzuNeQ z@*}>k(q4^tCTn@(y7BrH9%MaO_U=sn$1?E06#to8Sav7svQzFa;0Jc7M-+dY@Q0Pi zjP{{euc`cM@&`N4{7U;Z742uVuPma(mlW}kKk%WJSL=Vt%L{*dsk!1WtR@%yqyHrD zA5J1(<=5#O|ENZKsP9%v`?sh5>cWp$`*%$b;U5kB!hc`#_|&3&7~ey!4g)W_i}pB8 zVep&WA7dO-+t<WbqrFsqkskgtL+>q zYvsefQ1W<9-q2svcy0czhV2DCls9>L_`6JGMt#&c&M$I7#eu4P$^I4Bkbh5{6RQ2a zzThACFVP=V`q1z2cc}4av=@jV|8wvci~P~QQGSGt_wAFHSM%qIas#UMS%Ozr?(6%A z@d4#W{_tO!ygVBJ|6V?n*N%^_@xI}$;XSB+(4L4-WV?o)Ka!(M58*G;>2{aEqygPU zeO4y_u%K_epRDSGQk33~{M%{sZ`7BHZ^xS#@8~e#YCWFATEV&8Nk7*X{*bef{}Z+R zT=>gFy+MAh-PP*v6ZHjuh0ssn7wrLjV|^jL+8%Dn^^uq#X!;NSTG2kLKhDCUzKr=p zKmR*@I}UxDoL{Yd)cmyZ##kO>{*Zr+f6!;jd{lR?k9&5ANBgMZ%pCkC$?l1tjPc|1 z75y@lPnvLl{GKe;xH7)T`WOBYkw5(B!e1it13lCa#s`E^e$d4|EVK{!Q`4h8?2@;a zjEwRipXBw6^qGacqCSzo5kEP9@Ykr#pN#iyz%S^d{0O5zTc zDgI>b2Ke!(dyAGVT*OE5|L!tm0Dt?)8sCr?wCb~NzG8fCq|8r!x$5t|GS4r^m;SW} z`ERel_gDw?Ti(>Z_NxDI-MJ&qA;CZRgZ?{i9q^M{6Tar3TdhAAURidx-uX!@kw5Au zlKju3f5Lw}=Evy2NN+sPGRgz^Q`^^(gHL1qB0sbj_IXtNIJVX*z=Mhke8>;tfp4U* z&UdgrLjNu(@m=hrq`<2=?i% z`xx}&t5-de!sxyg_M0=m8{V*nZ$*woC95XvLtDfgux z(ta)CReMv--x2Ns;5-UY#&5fPh34-R>7Z}G7x)JJ9{=D=?Jt`C03P7?@KL{N|IWu# zMn6p4S6A!LPT;4ZjId9xlOK=5l|M?C2K-$5X8K5$NP@O*&I;~ONo#+!Yfj1s^&|&* z*HiCUL>t!+W1pU9MJV1qYt)i9rM363VPA*+XxvMdlRG|al^|`pd+y`v*_ywdG6|); znqO$iDLd2sV)#2i{Tc6DWT1>tZk_xF&Xe!!4Waj!ao?$s&!Da6w`%s183`YFy7Gs4 z&U(!bewz7rkA%I#-{q(SeOlMbq2c3v73T@M^80z--7C4qIF=dRC5YuFI$3Y-ORPIf z+xLRp0Dez?(9Y^UEaQ}&1^pd#(NE;~;Ky$7q_`@XSIk~|RM@-ZIa{IK-Wjz8KIj4( z>BCw z9{orTy3`K5C*9xWlr2NsC{~H$o%@YgIl;aSr=SJ)T?Oa^`mr1g+czSLb*%Jj=a637 z`$t_Ow$C)7Xpd5@jWO*y?F!(DSal72| zcn@vA4)qRbtbeofUf=;5@m02hjzTYE|BTob{&tJe2j~eosJ!3V;Fsw=D!sTY-YbEp9j!5I{KIAu!rxgMtH0g$ zn!P0G0vhQTCV%kQNAPM}(DgxsF#^9F;gu(-t3TII zvp!0RZ$e)Ax4X;UQ2h8oV=HHWHIh@%wEd6{`cKs#+J0*VN>G^~>PZd;{~Gq1-Txf& zI8&Cp>?Oq){r%(YE9*3W*%j$K#s?jK;9p%rm}8IMFYK!s#YhoajxQd2XJ>{XqWq9s zK%@M|m;JizMCIFT64BXzWKsRu9{o54P0Qc^b0)j{@lni;5EeZSy}$0SRsz2YeXmLo z%q}_$U{~cgzQ^`RBh8#|qnd=PD?_p9=bUN;@Cxc}bi9RVPMj5F{~ILe~3s z8>s(7uGRiujZ<=S{wX2mkJujvKBGUJpicg|@8KYp=5pWO`SwJK`-YnbKPXz&vxLp{ zuVx!8^gs4%iJU3_Lrm=bYEeeD3F_p3(;NOk@}~I<$~9T>7f_hnO8>u(e+$T79Q_~n zr9rpxC20LtkK+4H8ndfw>#m~y@x3v{>*jy)hbp~g2S;`CyV?DK zm_I&v?tOY;MeV+CeZp%%P}lzgCzVZL-1Any7nx@Zdy#-SZSqV?-$Bra-T*Y}56aep zan`}QfUn(}<9kE;(}0v!R2JMf~{AD&H zJa>Y+`Fl|GlE+fp?Z5TiQzcmR--P}*w@nV#=0B)6Kx6%xjsG4*xB0j91KTdR&!%S{ zvZDEn-NN6E*NcBj&JQThDY_12srx@pHsfC)f4#s@slQ&8ex%|3WqU#2lNfAA zP}hEzeraB_wvCrYCC)v^Fh8l%&~5eh>YBg%R)p7@pl|xmIqlzI{`&inHw`*@S4uH`j6XOB z27SmKpi%zJ>}}dpMjZ$m=a28cbKf81Ea(Cn>4VR7^yf$SPqD7SxeoH}M1K|$H1gke zm5bf=6%nj9DX_28-_N~pb-Jkk&V<*Cplwf4ULW$#2exD~H*jjMw*{A9Gi%f2Q>9_^MA|Ch)xouPZ?v{g|KjeUL6}DY8A{ zOsKdoUhK-3?(Dae+G_;~e@n*q5YcXc#`cRhx$oPZ`1T>FD}R8${N6$DB7@h>y%H_- zSNx<-)i3lc%PG0VoBs45sN28s3hVKV`OJ=%TdrrxdDykH+wIvC-Ln| zP}lz}pIUd1mJK1_wYLCWKqGz1R=oH0qx&c5KR6#mzP;(sY=RDmkmpY)i^Q=_k;mtG z?L5c!ll)(Nu+8C^>jcq%`cV2I1a;$QjFapyFyP_r&xf~!v2uhTHpFShQ@ zg9+;QU+&gh%LXma<{a51nqi-=MXnJqa?I82J^B%zAHiG%WuWX|LjR#$^B27Kt35#T zchH~G4ES_jPNE9)af6~&Wo|k&9|b%w6bCB z4#hWqkY`KH>jMS;aQZ%mpiX}~X72rl`H{c9g%n?Ea?tDITYC!p5%hf|L7n~#YVq!) z)S$r2W_EGGY%Ik~9)%p6-S5sRXgdEhJAWBP8I2~W>%V@7`-V%tFB9$_?s1$U-RUKH zy8SuHcKY^YZ(E4+5BS_{@bmZeIR#Dm_a7VDH&ySY4D+mNd*;q`O4~u;qh9`yB~LnxFhWCMh;2WtJWCX=RcIKn12}W51`zD z|6cxsV*X>iuLL~6f5#6#>PU>J_o+DtU%&(WSA73pj#VLqzZ8Gb9s>VQ`aYi^#%XJC zdD;h(V0FC%6ogg>ppTcB61NsZ-55`CI6Zv!SNVkuSPh5FtW!0q&>(g_!o^06cmh%0x zc0{L}Vt?13Q_xg@6f-%$UrZToAP7An2f4T9ja1gF+=kPAqQv<5$c{}5TH2daa?29> zvw~nMM99#(e?9a4*r;oHqlLdNo^W_m@yXiw^%tdIP7r!h4*DO+lgRMi9mYkxcLzF4 z32zxe-TXksK5KPesmjQGa&3*-*aD1T<}ZLK5%>j~xpL5sS6 zI7j}@v47!y=0>AkS2TY)t0;XSL0$h3&Q&!^YS3rmj+=+H^{>yz>vev1Da|RlY5igU z74>J_e_c%(ts|%#KV93o++tbjy<3b6>U+0E#Q3|0@YWL4@gMfjU9$VMX!_fDzZvxo zXsmzAR*WBN`)l?9zytgqKFXic_U}#S7m#c9{30s{U!V*4@AS3zj&V;G_#5fZCW5;4 z7vKFZNm{gf!M-&eWj##sRW>BY)@@18i-GPpSQCnO8t8HR`Lk{Ue=B_t zA_zH?gAT2Kc_(>pEB`vj;BZ!t;%m&U@Zg1CS5868Hu|%jpl<)xarV{6(mXo`2hrV0@E3wIP~Pj>9b5c)^G1;j-#zE z-@QL~fHFEvP&fX1yt$Xa98a#C^KPT2|1Xc~?QQQ?RLIXk!aGDzSALHX39%C77vGKV zt$}aAf9GG@|NJri8!XP>er*5df*ac3IR8INnY^5AujT%DCQk}@QQG6V zAHO7$fP2G>T zm&-FW(^#?xug}w23;eMOf4*pV>3rvFlD$?F4*Pbr7v>uXqrMSFJiZ(6hoU}2yy3k- z*ykzrZQp?G{fY>AFxH3h{v-SssP_`W$_8`Igop$-;%l4h;ICfED!f~`w9D1)W?C& zYmY@g=*lls{7*%@E$tuNnSZnj=rLbD(&=*J)t{SlKUtjIT6l8@#ooIiSLL^+u+LKL z6J_~)rL<=mwH{>qWz_!^#U8mXZ%qCUU@xf3dj%?Qc41#F_-mW%c&1+ph(e{%UlFI?pO?d+i+eDjulBdH)L%7! z5=f7GCu)6U7Wp6yc~J99VmN0<{>kMdj=>%n`K$3x2Kw-SVK3<6{9?D&o;9F@NI%AE z-+V!vmnh|z?-_tTzJ8tsEE))4=g?=yos?m+Bx95%L zR`s_aTT3Bdke9xV(l#7g!CCYV<9RapMSVfvs`lxHgghb)exOevufSLH)AT>$foEI~ z#uQnx^w;L&gujyz#lCR}_q7uAZpL9R4S9jSLKyl*<;Owri?C7t!3X3EVU!19wLIB5 z+8^J$DE_wwbG1F|@{hmm>FV35KSzIszX|Zyne>U8ALI@8{fX?#*cOS8>U9(TG2pKQ z{HXS`?M3?yP};MSkQbB>@}bthCco$}h&P@mKwqi)yfR;|?6-2^e?^s-3RK<-B;QHY zp9%^82#`0UzHP76S8d|oPUs7@KI}N^6=CQTd^heN8~209m1x&^!0m3rzV^$-W(3}Y5qKt%fD=2ZP@R8^ID#u+}G;gxF4AuKao|n{1tIwmnWC33aX|T`3oqc z+P};8-)einUOAB&_vei5XY4QNPilS1_{sFWlbA1|y}_TcKcK!bo}#|h^xA&U|2uuH z{gD6I+((-H!aR7KJYDf<)rlMD8^0*?o2FX4!hcQvl+vsA*VXtR*75II2O59!QG0$n zJ|TaU2mB)ZO?@i%<>h$^S-ni1(4NEp*ahqSFGo9SpUk3vsq?D>e6iJ^Rm(QQU&}%Y z8|w@0snQ3(=^$m#hM)_Cs&uJ(>!kT{~)W31PV&w0e^~5CN;D_zGi`?!|@&6)w z?nmF)b3d}ho_h>cqi#PTe%zr2%)8%a_o?!EXf0aM{xN+`vyRV}iuEw|IXe)(aX&lV zILXre&23hW5^g%Pul}s1a|Axt-<6+SpuKf zvQ#5H-F{-&akmdF&$jT#Cw!vWWWq1=Ykd5`^pgcX_Sp&&zHUD?;J}ne(*4H=f4y2; zdq3{XBTK%h1Cux$KGczFGa5-N!b=2cM{CCB5u75#J%N*oVcwj~pNN<)3i2sZ-PQ6Z75> z_Zfb%zF!er$7cEQ?(6#brvqoi`+;|pM*Lmoo$ckHXn4P-tKvV}S@4hjE9@7c9M!frZw(o~q^RdY1NsuedC)Mv3)BQM{he6L7&%;pPc_~BP zd6q}n*Sn>8xmuU{)Fg`4rg-H(NfFJS1Ns(ts1G^0*ZfiUn8U`nYJESSXN3vht7iHE zujXs^{Lq)syXZ%9a{mjCNsQBde&pL(xzBHV`x99UM!MwlH^4h3L`6spaU%#1$v z;~{^>`w)(lQ2~Ow`tx@$_gV_;5-}t1FMEYOTcg`f>AtqE$tk&c{n7iy&_5n2e7_iU zAb(i@;d>$aQ#3ceFFI7 z0)1@97o!hoXE~_6AB^`CFi%qLi3^DGo6*Pnq2NEe;r%l+{5tghB;?d1O<>wCFM@0J>?<1C>jLH&(oXf$OFLm!o%IDx;s{=o!^GC||e|8@O`v=Ik zJpHLe5PC)qR?b`E1Pgqo-Y0HL@o(z?Tzg`ScAu*PeXmGRr+>VX{(8v{E_PqtbZRI= z{nRUa<8Y(l9-{rt+RwwM%TVW?`x)fR+w07x1AUuuB4^rucz^YK@?V)UszMO+SZmPw z{+;?c*bREhgZ#UaIyI$F*;=5d;SU|(&B~8-=oiNQ4BPPYA4B_I86KLL!?!s{zHaoV zIze6k54t_&wv_JItyxNRyeRA`a32l$X7tVG?=>hRs%Q)PiTqi)&!I+t`~GiA>mT`I zKgCx5kq-55>_0UrfhR%T{4p@e^A)=@ym>@yku$6Z#dk=b@7$k{H2qbJzSky*^{gE9 z%epK{a!vnJn$vyvG7pN6-2JRT&uTq61x@A8tp4jzMop2S29@_ub2_Z?=(%k-YewJK zpLBTRo8ZHdtS_xgjb)S4g^G;c`tpAR^M;I zI`eS~-)}*FXn%G7T7u(y1NzgDpickA`FNdSy~&;p>)L@SeE-GFo}&@bZA|cIf-+dL zZQ^ql`aiMf)$Su;pAlrt`Y-0skbmR+*$f}{c+kJb`3vOAofy*1AA*8feUkXOdsB*y zUdf;zeB2JzSYEa}x0Qc0`A5HMNf}~4N)86tr~1eo-BukQbzlL5ek|W4D#Oa>+I_m_ zgx7+guKxxfsQ!Tk53j#5qvsU)TtNLTEazFh`$!Gnto{hif^q7-^&r`<8^?DueBb}* z4-NR=YyVcnNNa++_KO)|_g)%Od%)!MbE3ri=bw9>4P3dY7N_K<`fEAe2LgTLeV{g! zQG0^A`A1--+;Obfidv;YT_VN%PY+f)Z+^GGx|n}pUeoSde20*nu~O2q4BcyY-zC>FXx&&B_n` z3H@Q*KQ+S#pQu084|5ek--{9qMM4dFyzz)(9#d8i>sRr*xR2TFtZdLQsgsbOu9SWd zL7n~%4BzpVxfTlQey!pyVGp$C@1#kmJ819sb|buj1da308fo%9o-DtA=t%K#u2awV ze&;Uecc<^Z1aXgUw)zhi_EfkBLF6nx^rt65th43dh}97 z{!BgH|Eh%Z3(Q}B?EFHr=S}JUE$pGu|BU|7`Vs$r1W`|NP`MA48{d?s% z!^iuNz)z|E>Spr(@L;O9Ap~{v4@**$!>ldg<9i2sKQLwMrx0-;IHl{SsdLK~cw8x( zK`tWG&Ob1zOhRx$smRHO62bZe@mQ2$yi=zr?`zal4cruq~54|>h0|He{AcL?h0 z-#_2xcvkFe)ojr{B3MT10NxGfv?}Q~Rq#KK@QxA0IgA`s{6TCR-{SiFX}4J*32a)a zaIM~_HGdZ42``XfPJ%K}&cD}fTYlZ`^bOXX@PBJ^dTh~dV+DPGN}G3d#|5Ye)|H=AID_+K8qmEljNXMf0;|2 z$(LnFl(1)v+OxfiTW8H5*A&8=P7w1fIjHP^m!S9SGg7?q{rai&eHuaC_{RgE$o||~ zUGI_R>TS_~kNlM`eV!~OMf;icKW|#UqyPSxKbmmE`DbcQ>{@2fpP2-8^WVwwMdKy) zbA+&`Hr}@~;~#V|ei-+kY{iHEHR_)~h`?-upd$x$_N1CW9OL~YTj?WTBYj)(!T*ny zKUDZ5d7-~=Ef+F?%DtE%^rRe&AGsh=3Mw;uKO9`)wW38x2f3VvhHt<&Gr z`wWbi95WTjv+v_+;Sc`utegkEJJ`PdG1DLOiID{ap{M0we7=ECrOJ-;CPWrJ%%B(D z($uUnxOi1g$xZba)?cW9%L(e*KcMIG4^nXR zaVrXKoWde0K8s!U263zWI0Y?B>CZBPy79+#b7GtnO#Z~uQhagpCkA}8`ZJRsGklef z_I|b6|BG;2=_B1``jfNt^S|6y4G{P%>H8{zy7@!LcFP|~*#k3me)9N+xWA&lzn;@( z{ZH8ne@H1ke=}SEtR@1x2|`ZgprSvUw3!|izb8W2)27PmaiU31&7N}&;q4@79DhHK zIUHI)G)mmxs_35XZ{HKmMETbe-Ufm+O;AEse*`5QgDp2=?}+!`x9z<#qRzWUoRVAC z(Vz7Mb0b2AmDl<+pM)GwhE2F4=AYGKN4yQ$lyZNFm=~ya1m!r$*d~7wV*E9>-$u%4 z2SMm5IjEc;yVP!0anc9PA47pj<-eX{+WEsK!rS^SzOsJpJ-tZ(6T9yUe;f_0=a;1_ zaY}C4OnzwX~$vfS~ucqlG`iyi)>~ADUFmX8tK#aej?^%J^=^zo%jSs@~ry zm_qttM=>rM_kV(jkzE9h{l|y)pD};L{xi~<@lV-WKtHAXFM)Lb5AAOpfAu-g(Xs`($6+HMy6=LsPmf7}>a!)E%UOytLmf0Pq)mD2qK75|Q~$2PX#aUyUA zgf!@T2hz|(v~9`O)xE|>4Q#w`NB^xSV20!$VKrbQq}JA zVurT<4W{pZ6GT6kgJB^pLL?V@&jRz3wLNauzO=M9r{tCs^yef&^m94Lr>{LBP3`*m z^UmqFh5nqos8hx&dt5jrHxws}CC*iTEj%zv+#mLxb0fU>`No`*Th7v-3j}rgFXr!xZ&_SYmY6x&qQ(4SV5Qfs z3tiRb59bK)JVBlO#eA3;$v&UmpSH&4^TMBCGrB*TvhgQaod3aIjL4bF-v$%?agj2* zL{QiNT(bqel@^fv<9k2~a{fzquSXYEmLf!hybm)r>-?42680}06?<@P{r`P`HjixbXVc2__?El-XYwPmdxpsTv-p>ge|(%f4B?J) zM|G@MfS_3xYgarxtborzfEuQZ=mAG zG4;J@H{m}5`Jw)lc9QMZ)cJEk4m%1$@3!h{d3p{XBYPNn0Fc1pP-L;b$_oe zhkp{#1OF(mx{ssHgOl@<#IVlBeIu*;jNF5&2)Q%H!(W1GZ(UQ^^MgONKJ551@=t*J zf&T}Djr+^(tAEUJtA8)WpG$$keR+4Ky}d*j@(6zLJ~;A2{UU6%|41GWe=4cTUR(1Y zg!+B{Wo5Sut2*+-ia(J)LLOGg_T;B_^rrUD$(K_Y?X^{@zh2+^Ur_w>WDxa=_JQ1} z_^Cy_)%{JOJne;jJLDDRhkd?UUd^8o_{aTsNer zG!*p-eFeU7FD-d}If?p2|3Ey-3weY7!ucrpSKBkQ$Orhz<5QEqa~1sMv1XX7w7`S> z8S&LH{7XRJ*bDum`s*ra(5G5|Qt|CYJjS=PiagaKe(Z&R8q^o=!2loM!JiV=t<#gs zm*(&3_`n+P8_w|O9pnPeKJUX9&MI{{uJ;I@-HKrCzXx8Hn6+RSkCfeSjI7v!&+=?D zY0Do&zNs(N=SIJpM;rPN;iy0Oj{(2%e}n!De?kbOy^@Dhi}Is?qP)iQd}F+^ejp#f zH^v+BjpxSAGBAq{_vTyBpNVXO;%|nl{&tdD8~jDp z;_z1o|7(zMwSBdDD8h(G`xGL7K&rpM(!xIw^gG5Yln?cXuv&htzhQm`eF8erCrGd2 z+i}Dree!tt7c}Y@t$o$<SNYTG1Nj^IPo5t768`DF!W^73K6qwP0=59}kPRn}u&#rU&8na|b` z`o*|jSM%4(|JLB2%eX#P+oQZe{{cUdVg3)k7EYpnKkN@_!f)j){}=f~di9Mzq*u21 zL)t*qXxz`Mm8JEBbYG%b?Vr^I^;#_o@kzZ*oJU}vaz5ef_T%FNpCmHJ`9*7fZV=7- zS{K;zZ;QwHdeOrc2z>f%X`n`1aubw6*af$RjDMW8dfD=5mY)*FcB|zR95#<58L=h& zA>rIej#uuZ9)0r9$uS@9u-UW$pYV@Ik&Hi25%h7+l8-Xf?Wcx?d&jfAdp~U{(mIMY z2maYJ&AfVP_gS&emWl9n`(YpJcUvLt&9R{6&rRj~2!tOH|IU5wO6`4b>_1_@9Z=3L z_-4b8lH=AESq`=eVe=^eAyaGanm%|ir=aP6W-PtWgnGt(9N=T0756=K`%#u{RX<9e zQ@`_dP1S&g9Ls$`ktO3&i&+IV86Wy%)d{bmrv6zVHGL<-ixIR9qM_B_BY#4BQ#5S z`U5|z_-+%v>`wsw1o{^E*eBP?9irmy?}(T3WSj1OG1nQ^ioPzays2Nsiaj_InbCiD zGTWI|U&0yc#cz~HokII-*^Ixg{mX^7_67@k&iA<%EZ;ueOW@=D9qp!*pCE_gAEk)x zSKmIVc#@4HhMR}`RIkvwo4|*@0DtHYa`HN1JFhbAXF^WDD)0Mg?{nh(2z1e(WqidR zy*2Fzqo3|y@vz~q%Zk|C{;=nT{HF9gO6EiU{n!2c@84&JzQ%qz+Ce57eDCo!7WQds z!S0pTv!Mzf7E8f$b@TDvTKhp?Lhk~~$sJ;yKS)F7rb*pr%mr~CnscdB$yCKFa>~wB z|NL*x7KM(!MOAvZo4hD{T|AMKX54!cBc-8-;<`2WH{}7tRo&J1P{FS!i z_--pckZ-|P7W&fDVNauA{Zal_c=6wLWKygFhSIl91J}E@}6`de(&)0c6S)Y zi9we-O&Nd4l~Zz4`9nJB1?(%}yIK2fA%BF>AF$^Gz7zd%CWwA02bJ?s^>e6r-)XMm z&$O^;KQsE2tp)lA>nnV>6(8+_^)B#>(w`Cpb^0T5->W;)?p#6c4xZuSJg@u4uUFSZ z)a1Y~Mt_Qbiyxnby^~6~oXg?u7cK5X1ld146!_lu`!sPhe?j?I-amZfcx7#UZdQJO zI*$gvdLEoh@Nb5%7Ay29`h{`-r4*IB+_&ZT-`wpa8$tfuFn)Dc{JClNkfjOFl_17b zIp}|Xz$+Ux+`N#N)_BYytmZ6Nw64dGc;4W*fNik&4 zi~a+9UYgFD(g&ZIe`4K??`HMyWpbWthOg2I`tE(U3dBfdFr>lwib+ANf4epTj+<`? zd!{z+`?wV>Q=TJPMfy{TAnHjDD)SHT*!;^zR5~Hexm+<>^_U; zPXzla;J*s}sY(!XDhFK?OFm|k+r<^z6&)q`&oN`ft#xT__ebeR{SW;ASpU=b$NmQR zccVY`3F^iVp4Q_vt3m$MkS=m(!@a|eOaWrwNLM6F%xm4l4KA zW9A=RmT|*8VNbxyWL-NnZ7YFqoBV6{DUK-nh8`ei!Mvgt(TARpgJDT$KQq@|epwzx z>=E_^skcmZ+~K6zgWEo3%cas6h-Kj=U&q*VVkApHlq__6y$fujEL9uW9yNPmVA)Q$hazhpisjp{o8 zh-bo8HjfnkzQ4{+%hZUE;pK(=HzB;H1hsXvSNcoKZn6>Y#%Fz1 z`jGHPabBtr|K&hvPTdI*NakZ~Nx!hx>~9Yfj%=6U2I44u<6&_DHIHJSpv??3YZGS2|FF zjs&rvBL@TH4@XE@M<2NSK79y-T+OyP2i+XcIVHE5KJ-#U<$b1N0>2Yw)R~~J|2U3M z{YLU5doZkDReP{<0^h9u@IEEVU+st9rwl%d^{m;~iK9s*e+S))QG7i`e>CD0G;M#R1N|SBKNrd<6TMG| zeEsOpV1mZ}`?CK0uxF9cV*mf^u^ab3Zq@E%4csSeY8|HPRT9f=+Ah9m?y}=>0=LEXYfaWe6MBf^R9oi?fXBDWDkjQ%{06x zVO#rs|NLkI@ja2CPJhSGT=|^zUzl44ipPCx3YzwRq=Wv$eKCBujema6Y5pd`7SF5&I$_`Mx z!{}o<;|gj1pr_LJX#{os*P-N0*`JW#(%XKo{$Lv@ewK4%_S+3#PC?W93nF_Ej7zUm zXb%E9^XbpCy+unFF5)BT&!F!!3F`JwTxaHuW}%DS(~NOEDeSScE}wTkvA?E&&Dsz8 z2lZ+kf6ee!wlsf0s{Sb@`2U0Wo=p(_L=J8Wy#9u{{G|Frhg`&T2tD%7+xGsaW~JUgR@QUdsEE6damo(WA`AgTfz*@jkX~_?kZvD+y7M8KlYr+naU5+Vf-+jU$3JC>j~=mzyHW%XQiOh-48c;yg{75{G2D} zg_|+WIPx{CzjTKCYbT!6%rx6Eo6Y#3Q=I->jCxh{v|AH_zmdLQLP8D3+3h&ZqDEwF zcxA*5c9XvQXYQDkx0LoC)F%3VgrKhc5gFG6u=vlr z3m5wD*9|)!oLs5hKiN)rI|%B^ZyA&Rg5=;nt5p9E`^5h7TA%b;&K@lz^rxBpP`2XT z%r1)EQwfgmX88a0{2Ts=FfN3StF`*=sRDxjE@EUi!3WC#6$d++#e#y{3? z(2K_V6K43{H2(s=I{(VbLH_{#IZP1q1UcxnuFqu&?~$dac=qS~p<{Py=dTCp`yqn5 z@jLX!@#oCw&l~;_Qo8>EzF-GHr37I(Ix$sK|iv&@AYeiXEhEr-Sdo^yd^lXwYNU zibGN)%^x$;-9LzlUgNl^)?KlG zn9}|Sf7s}MMt|6UQ@KM4W+fO{Qv0vAB<}$?Y}s`0e$28^&FM=B0=5!!z*2<_sss4`W_wD zrA4pxN?oC8MbZDx6W#@ay7{w1zq;^8d(aKvI~e>?*eZYE|3~-VGZKF<4gQGD=r5)7 zFVHvE-(|}8IYFKN4y=4Dp7~_&oA4z4HP(aTH~H-w{AzA*QGa3d{Q*Iv{+gWi?N{gU zv&@s?`&MllxZ$Obz`sJ@V+cY{?f|$_iF@o z?H}m2DuhknR`S`M?dO;i#m8CS16$jYQ_#lo!(u`ETdyzmDPLFMhf_wk2x6SD2CGaT z%bN9Az3g0nZU45x&cy!4%5seh08RGufbVAfUosj0A5un- z31Xfq2OZB=iDG_qe-8a>Q@08??v`&T_^JH4=B9gHCsaW$I?=~I(}>Kk(u#N zXyQE&_5M#4j_+pp|9*a$N#Ms(M$ZVMpUFYxJqPUn;{0!lvj3~ypL;@hPYLS!uYZOn ziPD7{v&KJc79sYZ)2ypi_hS1}oRZtD|1ka;_ixS04?5`oM)|c3KUC;1P!#&xy+wEF+PKdx6c`Qr+|db?P$@iX~O*+0wLDYN*-`MKIWoidG2lg-h?drshz z;;&^ge_>W%Dx>%Kf6kq!Jebsfr`?>$*{x|uh( z${`;-)p$F(-#0xuQ26gr+cA+Oa z#khg}M}$>+MtgtFeje%3-i_|ZMxJitrP<5Vd{!;5(I1GN@P`3>*smdMv_~`Am({2H zDhm|Aen5_*9>(_pllN{e|q{DqTGee>jjYl^-XL{vyIe7cW<4E9an z&uFh?tdDrbzm}WuZv}d|XMy@h{-|#?oShr(aiCvR|4>DRyd)26{sfZeCzqFg#`aa| zY5t#(4*bD?4f4Z1Uxa}VJd_XoqCCmd!ykh^2OicR`K%4rt*z)U2%~-#e;%@b738Z-a+u6y#C=|$&TA8{y=(g_@A04cZbnS+Hm-b zIVADd(yeM7@?yMitd`%N;~p=5 zYyQH}zN4HjH(vd@x$qY?S{XkY8~lN2{#cCn@r?W#@5`b8K)z9b=#RjMJi-4I>KFX0 z@s1qjPL7ZAC$dv5<{Yo>1b<5vzw!5ItUvT$)PIYf!D&ZN9U$uC#1;7fX;^hDqW=VH8ng8Em>3x8-@`>N&9<~u5X1x5a9ymlW0^ z#~5y%zd@#JSzB>+AEE+>zc0u)@Nmu#c|-o_j|gLYL>TRZFveHpYwVB4_EPj&(HpSD>{%2Q}o7 zH~8B^J~%f(Joq>EKchY{mJea*N63e9{`0;12S3L0qI~dQ_y2JBo&iUVp)9;_slQn zaCUvp#r?k@o`(<2osNhXtIl1zZ>?Y;W?L3xla!a?83Jio5bQ~hn)h4$g+$^WFU zJV9{v>Mi`aHlq2zQl66B?2oHeD~@zwcSN}PyX7gzM`M{30LVY5jSr z^DV?v()<4W3-yoqN_|-Iv^e~OC9tol3(+XmE(7@jzo<_|9?OtF)%s$7t>ot_(ubV` zO*?@t&4aby$<{Mjzq7qSNZz2d&7GFJ-Sw<)3;bQG7#HOsFbb6i%Ei>*fPPM zq@fSndh?TXqwk~jEy_hO>?cTn$9)LTGhXm-nY~6m@2JSXI-bIg4?CsiT!eS4`JW}f z($BvHR=*<7`#27n7uDdwIE(Yg`wg(S>ECa_J|y-zz=vF&eA$`X?1p3iKcAJp%&;#q zuxXberGHn?8^Mm4YTrry)6`!?4UdmfWYL$8-B+As)0AM-@`ZNI8&?>{2{p7A!d{7X z)}NPv9Ts*vw5ObYz?zevSWr~<->zmq!Tc%1DMy^zJ&jcF3uLG7*v~_K$e)AVoo+GD zP8Xu<$4hJ?#hc!(;+Q#qs`RkKVLx7DFD_Z`^;y<|-k)ko^wWa3&-yq_-EXs0eq4#Z zmOO8|zn~{4)Uf^<4s71G{NOv{{Vun-po4d8#rB=>>yQ03)T5lfLsMy+H1f}-!Do7h z3x7W!Y`XpBe6p>@`SZ3j?|xA}y<-5*`P=Po18n`L4T_cO> zM_!m)-0QXaez|_X75e~ols@V~M#Fx2aGf1#_N80?0k@eKg$IopDw}zlMlD{>yUyXj%{p-#t zuXh);nBIxxANoOgf6YnIqraei(H?U70ybBC#e7%1c+@;`gRr*;ItC6|=~rLWzY+g( zI`W@tFIVh3s{9+#z6{8=;38FkQ>RW5<4fdGs%c5W5zAWgC@<%+h zt1{11>ko2aOA#RtGU{C>`GXX2uT$kY^7xDTpO>NQsXbr~X`rEYUxwLGtv)z-LG2;Ex+u4>Ln%2HKN3>G(qclNH{YR|p zp1?BIjgHEh=Zx5|n$Y9z=tLX!yp9q7O0vOXzgF>^T$xjLhV`e!`~H5hJtb6*AlgYr z&HHseSG|r7SsWwwTZ={&nvm_H>Mx-z(K!&*w132kSMQ`7uYMgdzvz8&U(F_QZT8l& zmhV?lvL^6#&}SG>D&{}weSg)4_=jHC-&d$ej8r11nLqh1mG=uXe)v@6MCI$kU(mpJ zomVwITKi}5pX>CttKW7PY;PDEFg zAm(#2%4amc!IJ3xI*e1E=J)H=^I90!oQYo3fBi3d%J<#Oe<7}zU%|dZ(GA-V@z8!) zKjOQk^@n+ye!rm_B~+at^qh=FJSlry3a9>qc2(r37^mol{NubHjjJVZ}scp zn#70;LCyGSUA*FR27jkm-yBG%zf+VG{KL+G@0Qj-+7Ih-(ATCPtq5xLw|}FnXQW-9 zN7cXnJepb2`Yr5UR{z?gCUDT#p&!i%LQZAWv()EA)|*XRbvok}Hip6-|7v|?e$)^# zf55!@R|?n4{|k>#lFwSx+$!advR)MKEuU94P}Qh5SWyqww?P4iBo_Ry{As z>3buB7^hRw>l@|w+v=}d`>xJ0;jiJ4`?SdRlY5Bzt4DP11U3D~-+jqz$suRq>RamV z7w4^?O)FTadp~bZ(M@jjqdq~*qh&P6UV6p+$X^`BkK7N>zkkqJJ@0NLf0%!wUG?)% zBYMn#zt?^Zi0_63HNZFK@kbWCVfVZeGq(%XHVO4qt> z&23$vGep)`D^-b;_<1ESfuX#z_)Z?oYbkI{-R`sok0KIf>He& zo!9rG3_26kj$bwQyq9jYyYl;h0A=_4n`h zjdF8h*VLYVbRdXw%Bb~;QweNEwWZ60vxkfI-=+Sc);o&U;1u2B_DBC$_Px~gV@FD; z6G4sqoAM4mEM=wnGw7B2xBUI;A#`5~{ZB9dM)iksqW@su0pGjOk74+rLhFS7PuR#s zndB!6?y<@Ay;s(g{@L=V_Peh1-It(d{StfJE`?1$Q(#$%19uqe=RnUB#Y3uh75Wq7 za(|-N$Y1a;MQ^Z#3Vx-RHH~CKzFU1L((sfzesm|g-UK!EA5i>Bgyj9)x5KN>(X1MU z+m_0E{Gzq0|Geot<`wws69hYR~%&s<$@dR(zwe_{QF_S3JwdQ$$q z2x|I&@RTC&nNQ~Y_Z|;BCj8BN=MEoHFRyyv-O~2YN$F$1k5EJTH_~5yC?TJJ;Xl#y zJ=;k3Gdl`jT-R^$o5Sk*y)S+5N6?0#49x4dgb>fMSxd#R;`DuHN4LKVty1qR7?poB z-IqhVj*qJPN1|sPj%u4bQ&p`S|AXlJV1gR`>9X}hnB>#$ zl(TKseGK!5sfA`t%v#Ly`d5+-aTR)j-k+lE4CSu_f6>%y=vkq^GhY~8ZkSy~ZYg~v zotMYFT$#VA$%==;j>JjQB@9=pX&~JCY(mziZZyrkWexvUX)QcxP!H!ytcdbC0?#DXZRh z7)A6G2w!#Qhe#jquLZSjg{aq8m#P^(3P%$%`Md-g&B=F0eO7*zZ==4r*iN z>?-K7uJt2&jsDLPU->k|azC`5Wv6zNX&cHUyxJZukSYPsKF_^VgEJq z*Eoj~noCfle62G>3E5Y9e`j6hJu6&Cyl5Z{XlLeI%)SjWYmB`3GSt_QDg74OyYde=PMz0~p> z3@wr@`9AB^xAEH$2Kz*z51YPanb}#; z8e{Y@ncD zLEnETSdgF$cKDyU%y>}lZcm@w67~=Mdx1vfH)?+)dawhz)SsVPMG=AsYWNRZIqM=j z`)7QlUA6nd-`l2=e(f#~?#?N?=@0s`nxJOX1F{>I7UV<9=@!h&EPMWZ?(w}cWMX|CJp6%6^GSe!0azcf_ zFz82({KQ@u{!;4Da%7*aA7aG$Df^R0cSTmLD(H>)M?UC(O8>VJ^t&j+9)egW%BcCh zKBud-oc(Iw7VC%DprwtTeJUr$zuiO^OfWk^8JPWr`p|n*$UnXBO)1HRiT&sF?*IP# z`Xd7eo0ire+F!4K_EACy32ORJV(WzcER^o6V_lNv^P6{tPB#?wx1Z<^5Y&wSPW{U! zOUmakSIp~`@^ennE!H34U!k{7H$Ci^xTl=H{KG;~F8%$j5K8DMLFfq?4Xe=mgS6uI z;qa@If|(D6FDf#z_uVV%_<5MVA0dc&j*Lc>n|ez6gU)|p{;NO#Wz_zdzoP!qYkwlP zOwix@`xv1V;S?gO&^p5XnG|uw`BcN8En@$_ev6)U8$a#J5$zcLI8IO_fBdj~{yFqW zQOB_(PYC;Mv%86|KUJ?U=>Kc^NkC0ul)q;D^)24)IkVN-FQ@&G{nBKDUew>OK0*1O zB#3x2YP)64YZkJt%+APj;SBOu{_5Yo*e~jPy+-AyWKEDO<-OOE9N&%TBglRO`O)t` z7||>F1iLn%42zrn8MG1kpP}y&1feHn)br%k2hxB{w$EQpzc0=Yue+LkTHLW7g8nSg zog=8}e-YNn@1#5@*DOlf5+mN*yfkh=?<}rO1ifYan@mVo@fT1;(1%mL=Lu@Y&wy8U zkEO);`6aWyixKbb+?3y2j|giZ=q=43?WeaNUZ8w05`>(jqB%Q1lx{uu>pNw4G|NNb z3tnbFKBH(oPN>ED7vrCP{(FfMxZX&E@%uV` zzfTbJY#H@6JxyW@YlqGm;B;5`8ykBf@1cY{o`U`c(cL4Mji3y?d+teOZ#M@VaU84m zzp7i_xCJ*;_n&T3{JR8EPcmvg|DRNI^O_Pgg%Zb$R>P|sgl)_xJ8=+}DrkEDF>5X3q|MtQEbcyB4v75!H~ep;5l zYQNI2e=ViQ{6T;IF^c$(CI~)dG_hk~A{#{eXP6gT(f(Nmif?KDS&`4#a}^ezaNvX* z>K`Nfqh`;)w5u1U2&)+pl?}lmTtj{_EH8mX;s#_oMsY=zqA+ z4!*wcuj!FR{+b5(Zhbgm+g$!8^*(%!c|3CDPalF)eEIKYzlbwaDBKfu!_wmch?q_CRs4vnRXZG);-bV)iztDS!uBi@?g1YcD>!C7jgg>gz zX20Cc#C>G=bAbI3b_@kiV314Tew07zRoS;=f?xO#fWH;<{qig>qWsX)2uFOR4>?wF z8{uz3*`IUasqTA1lexH$t=~7qJr;#t_1B}+M@`}XNtv%XQ~LJgzo3HPQwh%_{Eq+! zzX}d{(ECFuz>^-0?j2aViAZ06zXAThl=9kh_%}fP>+cij%cDQ<5B@-(wmz*yd!yaJ zztSGIqTIj{j`#-#910!3t`{FI*Z+i#!}+x_;mHMk>hY?n@;PMywTA;wl>L`QeC#jU zN8v~Ie`B_yj=A<@W7c2YxY_@}!nWiu4gO(j2>%;MUwojtliTuVwl@^3t9*yo*`?xbo%|x>ygr z){y!~4ZhjzudOEGDt{<{MzYTW*PnOO*OyZM>g2ycK9@lB@P`B(dQg+hf(CSBu9Emcoq?!7KcBM1ol0BsKieZ{;-hlzxP)w;r|Blz8y$?zjrG4 zF#AjM;UE9Z(|@+FKd(sr_rm%472Z3IDx(#DCh~Zr_m`pY1AjmT zIO+%O4}MYK@TY^(|s3S7)kYw`h|QX z%j?Y4{xeee4~*TKztZe}BZWL3-RJnWRMAcXSNJb3`crkA6Sp!|>>zOceku4xc~Ku} zadkemj{GaON)-TkzJm3OQXcrPQ^()5<#pny2gFA>zQbQ*|I`lIy9FQ8G+UEV)oW7y zI0^j*;Uk^d&Pj4TEydYd}zuafO&+EZ^q>eZ8 zc&XS2>u~rR(%TEso=SS^eEi?}sUhl9sc$DS-&W`g=x|k^gI~S93i&AMS@R?0pV2%& zm&a4g4}fJcKX)m?^qJJY?Kb|T6 zSXKLhzP&+*`awAOML6ao2uFP&9P1I_NDny1?|-aEr%{YiJ$(xK6qf&IDK{l>VxWUh zHlOT1Iec>ZiY|@Kf;a*C`UKjv(H|x65{wJhSeha%6qR2Z^@6?bGUhJoYcLQofq~u-Hj?V%I3`Z#oZw`d?n5+uF75()<3a`hJ3OkoPOB+ ztdWwVt^KDg{@28LrYt=Rl?^YS{{92`R>pVLo`d$nK1v}JOx7Q%=ehIH`-iCKs=b%A z4favr&qIAfZy_H!8S{RMl3bW8`X|Qg^xEUmPaB*4nV08a)2RLt5A~|ZzdHZ4j9z^| z1oLL3i~7QOHRL0QJN>fd1xqrx&klWy{UX$(Odk>6c(*j0-k(7EFVXu^>8rosQ0Qm< zy1=OXM)GS!pG4=eF;404BNeBLEP)DDVOZBXNs=eMpNjhRh_cWAwOu`qXh!)btX0ml zqFvU+9l3SfCB5w*9Ex!j_6Fo{M?ZoIBA$$z$6r6^S{aYtjbSgS0+LPjB3=~#U5q~^ ziLMnvjKeY-J0s$m^w=);)vl$oKO~|LnH2xL%JwCkqMJ(54>yA7$1-YtIANdUc(g)9 zM7Qj!Ie~hXl3Yo zHG-JO$f)@|+k_rpzU-bI#VSzv3#XYE2h8*m<+rErl?iI{_guC-oH@{apt2Oc^17d0 zhpy`Td-#s|3C0;YdRTznC+0}+x1oQ{eeKs}{N<)1e+Nnz{9&AsKl>kVaF2O*8i`r%9v zAN1uJrdI4fU77eHJ5n_yZ#KVfrzDMCyL9etm9~zfvtP#CcL>{+5SR zb(w0=k2?6ELeICJvCO@g!{;tixHu0r#oF{kK;@@I4&5$mejlpw|#8THQbGM)vWdtL0eAwl9i@$Ter%bFZ)B=nDE^=A_P z*iy|Hf%)rO%>VvHeA(w!r^Ne1cQ+24esgL`LGLOvn)>&v0>nF2GMe~uLxhx)*kZ>Q z>$~DU*XdhjOVl}5ol|tf`fG9btViVqQ6m4xiQyidv#9M~mlCQ+P^-V~z9cf+Yj!b- zQP;%!Yu?K0%}Uo%&toy7;{-8JkWsTgp|F(~ON`xiRNQCDU90}hs$bK89ue)TtiSA$ zoniU^tNyx7`V0M6e;>6zmAfH9=vf){edZs|^1X;jIe71exQ|hG5pV4kJe@7zTGjfjyJ z1hF2GQT`xDjFhs>W>VH=>ifHUgTL14_*Lb@W+DneO-EgnW7t( zAMsFr{raIPMerb~ng7SWwZ9@+(|J(vb=iC#v>Zpemg*1WueVn=qlB6h)Qn&L4*r+f z3mShg|4`=dmivRkeOB}z{e9N-@~>b2wfWEVG=GdM zcyEQWGi-k&e6G6y{j0TL`_(uBUa>Ty3TW*N=v$L*T8E;?Si&Jz{JNnU)pl1F& zd*Y#+4EJdv|F};}?EJ$Y668!y&SuouyUKYolluOqe*R%;`=kFT_5;=aZz(rPP9e>yaGh>$!x zwhyrV^Om^J)~?e)*OFD#`*>Z6t{Xwjvt%^!kozYV-eE+u9^HW{ZP`evEePO<*D^C`YpSr^OKPe$XfH}TzrAl6AT>ePBvj1=-8-~Yw@AMKLf`M<(e zgg6hW_s7tS`0h;*C)zbYa6d#B7Y@)Ms_KQxOvNNpz7hRj&-*G2e*e_ZRUs}7F1xLDZ*HSh$o}w`xGvlj>ep^IVQ%B;P>axwFs=mDY|J4{qQ5Gw?B3wf2f$3tSURR z=l;t@Ev`TKbAtZX+pjGxf7<%968u|6A13VgIG2p_kEb6C@j-_Ue6@Nklh=pk9B51k}y+G5)&nN0_b0!}fn= zQSZY{COUtD=qEDT_{oAeDa&5PA5BgQhd&xZ4dvg+{$pAD1&jT!(mH=OQ;Csj1U3Di z-z;^L^(KFqsF(k>KTON`SLdJl_16sIdnQ56_|fds{maan?00CFi3h$NYBtx=;{K;3 z8ypJ#rMxSa-u18Q&q6LJC_7~_+ z{eAF7#P=TrAty5Gf8@z$*89$fr8|aQV7W>E4ZXLvw*3>;pHKkN{q|3KUUTI~DPZRP zNiT+m3x7mqN8NtwFliL0=%&T=V+ldXxr_$Q8n9J@{WAxJEAMeRb3zT}2k|g|DgCdc zpkGQ60tssRA72y}FTtNT>IL>2if(cK7?*!^{hEm~)XyK5(f8l~$$#w2{jrkwIiHfr zh0d}J)P6RP3)kJybtI?grsecw1woDe^bKC}Q94WGM{5diRx5g^X_Py%Q-zfjtf_IJS@dN%Vz%o;ID4)fevk1-Z@)Ln|Eq5QU++(S z4KcEbpr-$ry5EnHd?#+3+$s5<*grnF%5Qt_ATPoHTB2J|5OOM`joI7h(nvagk&D7l zRLZe>>cLu^P*V{7SVs{3Oh&_gIu#?8ru_$epKIQKu;Ucnu>KGa`b$6l7}cLbuf7MO zw;yky3^o!(J~C=6eL64UJtWlYczO?sq8sv$^J}Qr|9T%?e|~Q>F#`F_3&v#o;jEpf zrId9ODmZ^t=a0F924sor-IycV7W%Q3pho{W^$ve81zX>7obG!=>|b3kIpcAdTXjKi zRR2c)5RK>+wt`)=5r4RELa1pQ{n$=0KLTX?O`|s-Sk8r8H++n~BhC*rFXmbPr&)D4 zq8a6HbpB-rCA6EMrv4`E%=d@|ou&X)paaLlEPPjCwoSzGGj!4xi?kPO?4}zQSee;2JO0 z_h9zX_tOM5<6lI``;RPq)AmQ_Du)Pv^nKSfES9xte=&dCPjtr!qMc;ax>a(Vl-Oic zV)yR5g+KajeRJeJKf;GobkhO)5lRsCETaKoS5jE^l3CwpU3!AqQuwa5o(W%?srKiC z^!*S)jr}Ad(lJ>Ip!09VDg2`O{9AKQsGHJZLP(p_ZYU)2CG(yZ&DCu6h2hOSZMbewU;6*o~EJ zn^>Gb{DEbr^l|=`P{aB|JhTh$UE{lv{@G0a@KJvK_;H*PqKz7p#(ogya`P24eV#UK z`Ml+<2E{vA_haOoAocvaQU2i5fqt0nCj~old=H}^rwA5B0G%J;^qwW`2MtOEW{&q# z-%~q5@lO)OJX=ORtGs;1e4VFW`#5i#uwVT)<@TgE*;Idkmhz8&slOLuL=S%qkbk{D zJtKM}`8A@yLFd=duk`2F&QiUdBZzo18gcly_pJErl?lnsqQ&^LM)s%Fvru(T(Jhu= zlwX;D*$Db@O6WX6jr_$v%rz_SaX1{dBH-=%8!w8VY)&`p5hc z?WaFKeUtKyB&d-e>+%B=STpj6k9JY~;j8cY-Xgl&1ToIYXi%wVi7fW#JiTY{ko`eZ z_@lYEpKLj$+K-L+Co&WEUlhLt^*Fv8(O>?L=P#9fqC+wM>F1AkiIFIRxxttWZ;T%$ zSuKq^&@gwjxc~9&RhON8PB-9)X2d_@q5Pfcek8s}(~lT}7-wXZvndZ*aOG9A3KdlS zq555z(KxV*>QCq%(cLGAd4`Od_dkc^x_R*8gnL4NPao9f^}s=u#r)HV|37H{0J&D? z4`n%JXL0|9{Ob3gjPh6V3DfyQvlaP2AVyvgEI?2Oz9YIMvToI$UMltOy6C@IU*Aib zXw_DfKaS!*B`EZaJb#|w?k(H#B>K8u z&$*U|^9Avq@{K(Qyax63;uPH!Pd^?J)X1Mx;pIt;(|g?Lzd!aKcUUO;FZ|RXf1~>E zuySjk-uogL`j3A8@`MsfAgIxw;TLipVFiZVkNxa&OS~tZr{?V%b(_@_^=Fj7lC0`a z75Ahq<^MjNAA$T%_O0gFK1r3|XOz%$f|~iq?2t0C(!%fT|74)}M*L&{6Y~FK<8Qdo zUwZr1OXA}dK~4QnU%KL+GOZ8G^ef~N_pK?q#r+rUug~A8{KyA-N#Fm!?~m)XMgF+n ze;j3U{(BC8Bn!6Pi1~b*Z@tha{%v@RR6|$Uru^6zn|HIiHReI)d0!K{|K3RWYr=i; zuc-xzs?EVK>|~ATz8mI^IDfC$(cymq{&}nfy*?c2>hEtV^_hkI!ITpIZ4h4xPhgh% zWB8-ifEn4=bK#Fef8P+}5A2w@4~YEq_xqImZA7^c5A+yMaep8Dn*9Maa1?a7_l9t# ze)RqatT^~bxRQPz^4E~e^!L9WTznbsFnAXKDm%Ogj+o2i4!68;JYqT@Bsc%28UDNy z`4>s`uaxS)N%3D*m%ETZGWhR+e84{eaJ1J_*_}rH){Urr^6-bL4mQ>_6#hjNerxD( zRUUBfCvEv_i2A|3oV4Mpe+|?J{7>K&{cV~3JCzpsqJGh?ihZ;= z4<~;~NMBj^HWvOtzz@<-t&=J zEBV`taPR|p1fF$Us(&6&;h#nJ#&gFh3I3AMe^Fmn+Y?#H77URL&e;m_U8 z{$NJ&743^o%l)M{KO_6Un)`Yfx2N+E*;5nv)J(`Xly_BWiPOdD>+FHehp zzpqR$&dvH^5T9s&#be!<9{hnU-XHJw$uJh9#yEzOQagM3UwF$ z`jr0Ap8FR*+AK43;)?%2#-Ew}LpI}Pee#DVmCuGN{>VIeuFUqUSI&ZezGS99FQ>Fe zNsj)7{)+JmT-9$%dMb`{QhAb_ty$h_jPSpf zNd7RD_%($8n8B$EGTBM^$AbJ|zXt7}w!LKis5{S-w*RaAfIozz9+dP_n7%*boD0Gc zzq;996a2%e^#^`;nCBnvV!YCy_eiTBlG*=RUXz(JK9AtHWO*Aq*`4p{_ck=2^9V&h zd%JP?w^7Om{ZW#GUxk0@SF~Ri5srAEA6G8WBg>%SypUO*8Q(gg?a@cSw&SVp@&;C` zPV%7oU-PZ|p~;;wZH0c_9ysxEvBUj^KdGgoF8dd3*Pp_n|G|$szM=l$j}qfaTK;PY zd4#^zw-3sr568X};zOR&#&@LpbP@jA;ExUbfgU*I6X_`Zuek7E2>prtP#*LT1y2zE z=zuHnRrv+~dig!OC^4z!!#2FIOi*yyNb+A;ey!&h_?uLPcTAlx=;yE4$3S{%>nDY!vS;?UNfm3ZFL~bp z@!>xZ`6>LmaY`H|{>6!ne%sicSbhdTd7ewYs+Kj;sHqdY6k^Knn!C{iY_*d-NvudNA!A(Ut?&qbdi`4ZG#s~Q4 z{Xfg28`Ur5(M|9HyIop-)&7fmQ2Y`8s`vwy=WkeVARO}n)Su#CwlwKW=qLDhQ}rw8 z0hRt|E5=vFuHi}bQ-;=ep2DB&F|)rYbK?hKasyM*n40H=}*m|vA6i2IT^?TD>e1H6Lp^rB7;x%On=pR`pa@* z?}8o3mFOv(RLncP&|}uEf9LgEe!a;;D8qV=xmWCopCjlIANvs+dvVadE6Hr!J%>Wu zi$t<&MBi&{nbBF#OcC_3!<77I{;`|i#j_xY`Gu*Y(LL2pHLB?uNGC33?-Y*}uOZr>@tH z=)ouWQs%L>ME*G_0_?$vCx5nH`bmC&Ytp*y$0u@TZW! zq|=`BZ;h%e@&~^~DI@d)88yFOmwolX3odQ%iv8-UKj)q1u(yZkKhT%x_vptmeSj${ znq7Oi^VZ5w(c-+)g*p%Sy<65*(4)WGQ2t0yMuVo6N|u(a+F5Hz>}^(?!Y`!Wx1XWz zml%~F_IAj{fz|O%eqL3EQ*ws#XX9LEW}$}>tO^l0T<)CQVna(o4}DXF!ch(xHT#=7 zPW~QIzi+3!S#ztD`u?2}|7Z92_-V(eo5EkC`|6wJcTt6~TWo z;=4FOZTm@Qla&1e|Igz6J=jMnx?%kx9^_X)e=*`8^w3ZG`J*jGupLs(- zjG4XuGOZN;YHn;=*E%9k3n71&=8yKxmO7D>*F}__Vfl^rt4mQrjszhmGHUjhl29S& zf`4QTL%*mLI_CO^9(4u(rHQTrLFgG7HIKg+$X^NCHQ(E8+Z&fw{RNgGI(vf9qcX~u z#ivM}=>1L9>yN&_iFuBqzf^leS<2UeAj+AVzjf|+(&$3%Dt&HtU+6E7^KMT!=Xc^1 z-LU=<5BXz0j_>8@M|pyp@!$W`r3Wk@o%hX3;VsPPeJgN6EzTeEpI-g#bL83W<$JG- z_eY19zTNxk5QlW;AA#ws3HItAnHX7x+QFv z_lqd?yhvrDb0LWNsEnG=D~zQ329Up?D?#ytZmQ=UoQSR}LBx~M;PbB%C7gG{xQ6?> z6x{^9?o1yrj?1WRsgl8L4V`xYU+MK1i~Q04Kepc+A^gSa<+mE~U6Y`u{GQ<+k6GB{ z(_^mgI?gcvYQ5Lxw;Ml0De*t)Cqc|-WYqgq*D%RuVzg;r+eA zdeo6qtUrY>3*6r9))006&*^&uf+(kqCXN|!UFy^6pWM{(!!rJZTrqz%$JdOZ~uPbtUj^2%QLO_1ED#&snC}^|s60?lI*5cb>v; zTd~3x_kXOvQ2rl#|6298ub)44A-=m4gr1bqgw@$%Sr-@o46A$I66dv9eD=0ide`9; z-2}T@H+)cGg4M3GYyh2igj^~9E=mh}BmMPX=fCi`jDG3*!M>4Qcwv#hH}Ttppr-vy zyI;RzU&#Ik`Ne(P^o^gvp=f{X15$Q|^1qGN4`_e=eXCxSQ15^8AGD$63&}+HZD6NO z?|mEG7eM{#?+f&yeESmA=-Bj zf)7Ex{X*|=Wk%-ep~sfzv$+33{!srvw*LD5dD{WR_ilo)6UeC9-&^q0_K)}7k7oNx z;F6+d$Jkb$F8CivbSnw!=O5d;6&SliL=FktU z4Xt0kQTPL|v7wVstNu0y)AvaPHNgB{%tF(=bzPjVu|x{E@>jiEh&P0Oj3Nj< zA)~&Bz9mU1j@I+CuDi=H&)Rk_alo?n>i9jB=!O%_Lr@0ZQES2_E0TZI>uTM7Ghd27 zj3D}{jGFBSd#U{Rj`dsm`oB7V#(p_vXDI(h{!&IzLL&*n&M2ei`KK-U>jD3h(&?{9 zFaPkjWhwuNhxwC!{Xd!_j3=mB|3-|h@QQ8A80<7Q@CL&=&uwYN3%}-8?^}!^x^VAN?3hurLB-f02J=yTbxrb{jr-pXzUK z`H~senjdrHh-Nf?As+OHGXJ) zO@BR7U(ipW?-L1X^!L_Z-rkV{$zKZO=T18PrBJdaw10Z-m+-fV`qTT{oJ<+aC8+8D ziM6&pW`P@*`V?+`o^7GEvyp4806!)XDQnj zajL(^DMT=xpho_j>c;M3wjMDRvP@aSuueUcEsyWOZtXepnMyyV5!B3|8;|)pQA((i zxxvH&dsztzzdm|N*l=sNf zD}N@F17)}(NIu~*+C$_&lfKU)sOf(ZUFV%(2`5WknbaqOIaBzt->OA8_4O3=M&&p1 z7ciUBokK7;K^X+U`TI4?eunjH_UsJ9`mI)$n=2~UaCPT3ij-+ETFm%DxL3j57y+iztb zKQ3W0y^>EvXfDc7|NiO{`u-b1jr=>5E0M?+wtCAhB-|7JVrsPV>(wo@y8c>9bb$ml z^6Q)GZyWO$%&Yv!{+xm08_6FHQU~poD%Wm>&tt(EiF(7DDGwF#h5ENqXxK{X)NfG2-8w?4RH3f2)Y!T?En2 zsc6-rA6U_0L+h5D7s+6!^BOYh&XnBh`1J?Tts@9MFQZ}a`_7SyH>>5=|H3UX|E?Dk zQu<4xYQI}ebZZD|>Mvqx+azXsb12h*nu}RE3Lkyu`Mc{^+F9IxiA=nUWyZ_2;rPCm zegqNBhX5H4>3&4=rS}3+FU#n?KtwaD|Nm-#Q}PKD`=|Q(-+E#M^ApYd*E;LjXHo*~ zzuQv0T;~1vrkqgI2Kup);Liw<*FU~Z@3T&H{to@8m-+mi6Gt?o@*^JPPj5foL=iS4 zq6%YQ&A!8?>iiWiB7en}_MfJ@_huA-i+MP*G2*}UI`_uYPMu}wf3;oTUMtW|)!$nw zp`A!jg^3Nuyl2}A1-Gy>VBfP}i@Tg>9VvWM^yts`4s;Rpd+GZ=f_nQ+$aFWW z+%1j@f0K`QR9)nqv7?|js(&TfU{^Ovzu1GPYtOb&_2+*2et=*Wf-M9|F$=F^eEZCcskoZMEJW%@B9t#wSa%U{rMR29Y#>oexBX;pAqjR!~XVhVxgYT zS5*}JA16AAAjWAK^?qCY6@9+sitmd3z=l(F!}&Ynf&cW{A3*=3^I!NI1-;(i=t;`p z3_<<+=eTe9#5R#P#QgvBfNw*8cTvypog%u^1d)%7I^7%ffqjYj@>B0cr-i?=CsiG4 zb?&5|-?L19gG14N?x`1Dvbb={&cgctzQ0Aw@{bkrt3UsFju=TGsOkTFm|G&7pXua4 z?+%w(1cmoHn#DKcVfFk;IDL;HsFB~;Vr9=r&Up_99Jag4Fwd+IyD!3Hc7IOMP3P&y zeS(_xS8xXR6c*a;VfWbw?}+zSuZ{^%E?7c+ul)ki-65zS|MU0;TNSu|n>C>Dqwm{V zm%FddpD)t)NP^n=@927;+1!1HJ(h)EW4}`PGq(Y+PMlNy&0M1I*9m4LC@n!qooEG+*jnfxTTsER5r|5?A z^Y8v@3kv!xln~liW50|oH}?rMZF*WJs&t63-`qXjdBKW_&4m83O#VzJJIW`(eE-p1 z6IJpn87gCehs@s98T+pEb$*kLJIS|7-R4f31H%@>h-Z zhyMJ?U8=Vzf|~vtX1npZG?Ug(n3w(NdoRdeKmUlPeD4v|%s;kfA0NSR{t@#J<@{r5 zPSFkJ7xDh<_zV8^>t`eR?@jy9px2+@j3ovi5!BEBoo4N+T5aTE@m|v4#%s4te$z?l zj|W5-Pf#=dn(S>JNw#l?I}FIUmU&S4iWfa=_W9h76Kaa19}n?C0}CwtDA`i}SQiX8 z=Uz7 zH!43x6Zh;)W`B=mIKCUv!`~|8S1&(LDWMkxHT^dr=0l=n{h)ge_s*Ne`Lka;js7)$ zvpW7gBf94Vu}+uKhz@(7u)c?P6d4{8A@pzNUM-VPHY+LQ&xn5|+2Bx&OSq3t*%|g< zBY&lq=3kC7oHQkF^1i$t9Ql9WU)M{E{B?cN`Rls0aQ>2_!BcrRd7gTp*F1jpw{c0u zPWIuK<@?&@M^5L5x@|ZX^RNdWCSPYSvtk_GXYa=Mnf-Z<cz)9BRTwQ{2||;|EcM4;osns?4Q7=gRk%>py(;w|AxNfH{#pWwvx z_rdh@d;NVa@PF7`zUHDnajy#DO8&_V{&L_SU^4m7f&U0)JS-{rSLm~dbQRo2gzLvo z@Qd`6`09Oo#7DUP{tVg$b_MuPOIzP1IsA1XKa>aj;#{ACLmsR|dm*2+;r61O`g0jb z4|L!U^uQH;nqT;*fqxLtEAdtTKKlCu@Sj$n{3C6e-T%mx&o#Muy(!E4E3^NpD*TY# zVTM=t5&p*D-w5fWzky%KciM1kQC{$maL_6Kb?m6V8OM2R_y<8ev)+@>fg>F00Y^MQ zge&=}@&$hnt>p$-kk4DBSKQpcyNmYoN^PLBorHc+>KFbkQdqLtKS~E(IQ*X_uwtp{ z^+Y)Q16CFKMBz`>PifPKe;q51@+jf&vmdr5TAv|q_ug$7Pc6QKl^5S&_UGcuccl&p0Uq4$=FOn;i@k(D zGw_f8uJ3Os5BOI20e@(J)gKl3Mf-wIsh^_U{``q`3$LsG?NW!ssX073>gV3s)C=@3 z0tY?h2lGS7gZ{h`Z#{yfTF8t>5ldVVl}LH+5^bEK8m0=#HyhS?i(_#0HxL;F}!e{Ueh7mS}6 zFEAdUKGMo#0gm{nKj>d2zLU@=D8G@sARPTGZFyArhddzPwDqNyZw#F`>yhd}sX-UM ziu{T0Gs}Btp|29m{x8*akvUy?pBMG@@9C@hMJX@*_i(Dus={BQo?p}_$_IKSKj=I3 zp9F^f@yhIP&sF$C&1d$nSBvD&if^Xz3-ztvZ-YD`{NHiaADR*l|3y}Of_eVjnV&b$ z$J}^sbN(Ggf1Du?pW|1cKNR5l{T}#Zh5Vwu(T*7Z(uQNc_s{VY@(B90{6fFx;c3HF z{S5z$s9(_Q;{(_8i~7^kyOW(7{H2PY)^4p2NBWQl;M;d>I@Gq>V4Cl8KGy7?t`ArI zKXLw7sy)}Im9id_{W-ZM_}&ey(TYDd%X1Bm^{&F7BY#c$6!Mlp{u@!>N_ilEXm1Z8 zUwZo^{P8OEYX1bTxA$Q@LHLi=x7xoIdf=*mEtC)SkNQM=Asjfu0n>(Ky)`bPSo zM>xh4g#UMcTtV)6i~nEfkIRK>z$3$~K(D}wfet>oJhJ+9Z~k)zy+bbf)4zD+vQjJ& zunWPis<-EjD^VcQB_)R0lcCP;{-`qx*Q^xw6xeyj5<8mxoUqONPcT#KCnxK-jbU@h zpx9SFQ1)}7Wr7}dMsK3m*aLZy{cl-|=OJ&hTis_5iP1^J27Ipaa;Bh1eC*f2?k6W_ zKF=SQka8qU_J^~M=obvicHzs0X@VYhT4&0?7(p30onWuo<`+L5pZ(=FYee*p86AG9 zb#S7fhn>id=rsE|{{7#Ll1|4Cyjbv1B(o;^SMi^G9W##Q$i{4^kdZv}!5RVbe$s{8 zk*wtS4h?@B79;M1Pj{&EY}qdL{WIAAU(xNPI_bK?E_LrUcz+=@s(J;x;_7~yW%e+WsVMOYzrBPS+T-wk0^0ecfp@yGR*5vIM6ncl5<(KG(#3j-5rmZhzaUv1mW&1&!WD(x%k?ppfeQ!v?-R zC*BV#u&T?K&&}L9A{n*cf0h41Zoc{Nho4|*C#R$JGW~tkP2^vK7_lXYaX?1-^vDR- zl-^HA`{Dg`8cq!L2lgXT|N8wHqw*_k1q*)&%6v?<$CV_$D-hK5Kc}Pp-!Z?&ODFwd ze~8VeaNl)DKAdRVSF~R#`tCpw`YaUB&>WQ~ydU zz*L4H`l*aMjm?!LWs0!fJj^~^J&&5J%T13fwK+vMtUsgvYflN4C8*KAw(Vs8S4^nm z>3ra*@Tc+Dg6Zu#t#z?D|I2iq8SPgvac%b2u{kWJC$_}=0{aX2UXFf1zhWGhKbz09 zD8XT_-V`tRVw=Ry%T<4ZmdTIo+>_`l(t99;8rDDJK`!+68%Lx|P$PcUrkO7e<#GW|!XgFT+BSuKxWA zC(5@9L5=)-KOK9HdC_@Zd{@qcm*f=Pu>Sv7`XBRjy}iFGF;a~n<^eLA*l9wtG;-Jl z|5~%IvzioMX4HOf=Lj!Os3HG|hyH_gGQL-*AFc#7`qw)5`DAvfW6Zd(w@)$fS1@4G zrA~W1h5o8Rbae=#o@F#Kyk!b=IaadZw=xICd9L5rlqr1LS$+Q(<#Hi<%%^44e4jnY zV|w{rXSay+SbL9WEqUfp`tQ?0&py=6A8S#*wFzp4ttD3MK6y31?AFs{b?dg+S;y&K$xFffYyVzJvujCWrigl7AKV>YYhd&dve|qPyC;#>R zL$&|crHbfEP}BagPyLcvHS%ZDiNYW3yqAAUDfK=PHhiETHTo-f|sp@?qPTw04)Qmp?QC}WPzL(y<{_V~^205R2d{~o|5vtv|9?`iGL_d|$ zfQ0=YrMh$;2Zts{LR)bS?!~CJYQLaC;hbGUPthS$#{zpEj*VJvn)O~$?Z%99y6NH?~Xi&Qy z@7Q|BO=FUd$o3No&tI+j`R0{X{n3cNHzlZ9f84KjCYT)zX%u%OE?W3gje9rXut#(g zp??|^T@!+u{Q2T5Z>2Wy?&R_HI7K(CKg@sA_Md_l(|gkU&sZl1 z()-WI--CWMBZzjA(SYY4&aks|9u)QooCmdZ{@a_zU+7gU^Y~klQ+9^sPyE;ZpFz;K zpoCfy1fMc$_UG)kt<28IbKwl~Q{n30z1T11Mf+JQe`weA>OUj?TM^$~2x|1dx81=P z%=cDzmhz8&q2F)mKzw&52sx9{3HN;-uuSC7#G1kl1g0@qgT*f$iKbyKqD^;@`+0oDn_pLI2h3UnBYmT0f!we$*cr*5ArL zguN(#H)60mLFlDa)Un=lX~lM>|6^P)PyL^w8|oj7UyxsA{8IIgQTdS%<|TUl(Sst4 zCI~r^(ZsMyA6Wdf!{Pb2#W2hdT9!?j`)3pNJa12;8$nPrewjAZJI*fnHZ4Bw?-+5P z;zp0`%Wtk}FZ5q8qVpxFvE!KS?|9FmB!%alyKC#(RjNPn-t>Ji!U@VC$h&4T3;ny^ z%nLcMGT51{=NE4DTa4;Yp%2CHOAvNI8I9O-Iz{q5R0goc;m+bw_Eh*NaK z_Cq|hpWc4bk0J~p2sxKg^Zeg0X>z{Tl@AMl^mkf1jGWX}^=I!xbo~ipohYN`^{4VV zO!(u(J}l(aQu)!?1xzN*J3N-sWB#D@p8}lNH4UU6g9sKzfUJLlUx!MbPo>x2Lnxu41U33I%xTR_7O3-Qt*k!^3i-DzfAv11UVbd2SN)kP z^>4*d{$ccEI6=Mq?I8V$`G=xEi=~tQU~!*cKYkhU--i4-Kz{W8R7MitqXW^%$TY+VX+hbTqqEC5deK^o=s-T}hbUO*6on$m(+<+%6eBQD>!(w7sOQNrK zwQu1KO{NI?iA1-Ipa%FHeR4{2tNL=gn{5pHKmjAhT=gmUbsR^$N%Uh5L5==0ZR{bj zRACL}pb9e@4l z`!s@@{KE?6OOzHi{yf$D^F6WtY<2XcNB(?XoT8hi(2uDEA*V7L9N+W>TUM)3^(?hx zgg;ZoA53jge@5~XPwOYlOShTV-&HteXW{r6?h5%=^lwQ)Kb;bqK@j=KC?9h7v2?ud zyvgw`BE|Y6^XE733Y~5!=#BWd>6fkJh+>Br#vk`mftlmIoGhjrDnbnfsCtpWI%n_i^VD-9mzBXBjo?@014H zk4znZQrKTVOnA5?F`Igyc0SQ9Ac%2FMq_i2d@A|YxZ0w9uRn!9oeHJaT5S&Z;1u1k z{;XfUzjvh1anXJb*ZXIz-aP&KAM;|I=S2RC=tlrS#FNp?1!Iq~$bqXq7H$(M_OEB} zY*}~o8q4Jm>j&unujEe|`5Vc<5-&IudI9f8f_@48SV|D_WHd3;$au*)+tWwI*548S zC@Qt}3~I8VDyQg%^$&kE7#C{k{LutbLcbBz)SrFes#DU+azC}>LH9-ftvA2y?O6lM zTAV-lME&XauPv)Tb^fX7uRJ3E<&;4XL5=?MZqoaj)c9dw&gU^kJUCGOLOF6zBw)bH&DeR}!Fd3wsuw32?TCa4*I{P$G8 z%$~K*(=|u0Yr>!2-Syud#ne^%|0<&UgJ3>_GVm|7I)?F0M`O;|924h<-2HCnuT$Cb z^F!RdfK9&YYsCKR(bV%tH=A%|V^n_lV}@Ptcb)xv4JEXepl1GW%5>wM6xLx<@vzbt zg#9|SO}#1h6CEthAN?2l`^VP*A+FhoKb&_b)U=L%Y$XUemr=7n!dG;D#*4!Hy&7*f zzP-Btu%5neBBc5hZEJm!K+500~D@?D;DLX^`^JVpUuN^nSgg>h3HZ6DM z`mE}&&6Lm*-5&wvXaWTE?SNKE5{N;MC zfk{JR%82~`qzrZt#5_et!#>w~!FJRRoio7cF0-ZZF(>jKO1Pu$Uu>iA+X-sgFLBAu zBx%q^9&^3xRdN1e-Yd5S{yUm+if&l{@P`lmulU2yXEFVa!|mMXFaJxlUv%@(o3jfw zwU}PvGcFW*S>JzlQ9%w9)Qo@r`Ms}70U?Xtk1c$Ub)fKL+Y>8~Xw!`oYT8Xd4ieOi zUrmdBJ}E`_Z#dm$UJNTv;r$-Zn0Ba|yO@6m)As`eHTpkbqGJs6{cBo*lw&u<{!f<8 zyB?lgqt4&=5Z!))n)dS_Tjmby(0-6xsS%fiKb>CBmo8e}Onnb*FVXEINXslUmTLdR z`2p0QvVM2u6y31>5f6GPz2onE@`ncbPp>~TGs1Vv`tJ=_=x@FK=ny3oLJ;}L zXu!F=@0h2DYr$vp&x!G4Me`#KJN#Bbw7+HftLJlZUf)vwjrNa@P(nuuqMyoW*t11X zrAcS4`&`q~ef*wcButZgKlVFDdso>InK!O6UYZ$cc=a$1hWDXZzK!?}_)Q zD&;=B-sN7s z7XBbne#M`O+W(C5udUm^SJr>kIAv#H{ol~pKh^o`NlNGpL9PDC5%f~_r+P4P^Meaw z{WPP%!(4?A)fDo3is()gL_d*H^ZDuQN7=+%EKKO1BkgvUD0-rrpf@VNl5B`8+EstQ z$B2Fn`IAGxY)$^;h+V__Gx7&{juN^+5PZt0f5u_IONpy4mKeM3s8~NK{&Z_|if#(0 zALj{b=HFq1oE}Jcj~DX?yhi{%ZB%~bgMOvA-&;oi{rAi)qgUVaQszJE{Ob}ic$=VR z{vG6;HJLev&kikj{H*ZjyY1?Vi>`%Le~^C>-7SLX=Q8TO_0nh7A!&NSK|7DJh7^8z zif{Yl57hO`W%_=VAjWAKHTxqCX*haksXW1A|IF${rWI$-tM4&fA-V{Hn)VN#>F|lv zLzruI3g6eE(DB@vTX8}SM8QSM&EA|gr1U7&tgBt zOEzA!{oKn%i1EvH-Ohej@~G{1o#<{5)aVbVBCqaBy8`z<=^hy^&X0{9nZ3W;1Y1tg z4a<-D2gPW@>TcFFYaKN-Cz5Jh}vB87x?s{Gk}{&-}ms>jAwzs+D@csuvg z*y06-3;v^t{t-cq{tJG4?W9y-)lkW5eI#2<;W@U%@BO>8FDKM=kAB1vgq+A|M9TRu ztV3|0yDOia68`vChp&8d&`-Vpbf4&A2x|0)=}zf4Y%A^GmZk7}%k2)<-JsepjoM!! z3lr~=nD6DbQu}`_rTc&&^t_BJ@A;BHD2!hxpVrI0z&5|AKg;qD5&L)PZT~of^HUFr z?|6b5{T&+{bc-$2y{Gb{^LMnXe*SG#e$1cH|Mm9s$HaFAl3#1WWe{;9M)s%i*W4?g z4@R>-^!@D9&o9=FSMNVOq3>S^f=?Mu2%7tp#dWiFF*T23T`9be$AK&P_x2X;mq6b? z6Vw3ndy@AnU(Mxce}{QeK*Xumt=er+?Ke;9dkR5~{;;ha@SZvR);;HenA>9fd=>3C zcVStT{u$A|A()$>40xRn@hs>05p|CYxGDT`R>^L+Xkm1B!T)oL|B9ey{D`=<>AkeS z!0W7SmRx2PD7@bE=lO2GXu}CLy`Ud232Nrgt^?PEF;BWb1Nq1O8PFTGKlV?)*ZxNI zNB5hvWI8QmG@;&#^KT{{B?qV^NR1IH88)U(QEmGVE_~P0YW| z_VdJg7So#smdxI(!aiX?3HGSJB`B)Cpnpq@yeEiymeB~eCMOy8kD-?p`%?o!|BmRA z2*S=PqvrFIsDFHi{gt|#Vfk(L_~v~Sxlf!Q%&={y?Jj$D{$bR9cux@HFV1feyQXCN z@qu7Y1jsP;J=SnKKY{PLk{>>)y2Dw>zfu05=soMKly0_kzGq#W-V+7?`uCtdQo5fA z+7Oh1dH=a6-M_^ArH#&?sS*E5a_W1I%KRrkM>aE3p6{?(;!w_(}W*GV`3=)a0zomwJ)qxOgX#JoVi|MOdUV%TSzPsMUm%#I+Oe5(3X zlf6EC$01~PZJz6QS+$+xJC84s-Ms`}n!{J7I^<|FhZmL6_6bvYwAtUv1fE~Um)9P~ z_XqcT8@gjGf9NS&VrvZK)4T^xZP;`)KVkMS*p>G*`*(*Nhi$QWH>+D?US9S`HuFMN!LO3OJ^8~dF8rA&{K3DA z>Q4>jKsfesfGg=)3Auosdnx(P{{Pr}@3=0GCw};22@)$3#U8OCmM9hw72OpPyP{%m zsHoVnMPo&y##kcuuGqU`Z|Gsij@S?j#EKdXSg=KX?sGTqz2l6}eK6lYp5O2F@CWnR z+nwFn+1c4Tv#9U)dt8Ewm-8n7Iu3$gsPARPzfLXT{|5RF_uf%n>ae{iH&L+<>n{9N zCMo^|yNLW!`)e}#&q-nMPYHT3-$vMIe+qk2@W*H$YP9#n{;!%J{NJJd?6|tWS544s zw3k%tula`pKh*r-UrZaH1}@Az=II|z$bXflx6vMm2R+r>Z_XMY)mW6Du~3u6G3gOb zVMhBq)t_TIO0W5U0>6y=1uDI$uTg&OIQ-+hBL9XD$lg!!k0|>y#Ql@@ihr?2!rxbF z|AOg-JfOVa$p0Y1;1}8r_wrr5K30#7)`$Ev7Uhb+OxYhS{MVwtpuPyJ z<>wXrg1jRg`X9n-dVBIeR#o_GQ`YtJI}xet<0SG0e~~}xi+t6v3;BoD>YqBl6lUay z>i?`R&uY!!eIwqtL6-VM-Rp9do_f@uN^@^Tf7cWG@4lj6eTBa~RX*y7_5@v^7xDOx zd*}!&PTr57o?^bI*2k9{>oZjGpV@*#-+*2UeED8btFAHNQ$U{%Pmk&_9S*{qsS--Gsa#fB4r! zd!(lS%k-yH`5(9A@Fx!W!T5{(F+L(*&Hu~!3D!NS& zgBAahEs4KQ+^YUA=R(+y8_&y7KJqo5XTjgON{>7rr~ZksijVe!zi>y6{LudpMtQ)8 zet`U_@!I%=^oWOlOvRsmXdk|d);I9)y<5@m1-R8ctabf_{-yZ4-=v)rDC4<&Zh&}| z9?Tz&<)eODJm~p%`PTIL5R%_WS`X$>)?4+tr{b@?1F!jN!VR}q-l{%4*Ou>7>Qjr4 zQP!Vr`FI+iE?5VQJZ;5%<|X-m2K}H1?U6dH)hD(5`%!<-E9Q6Lw{?0mCwFb)PdS?J zdkKD})(?p+_4o#TVaL(Gp)a7H(Ecb7^rqHlU#>rp9{8v~*MLEh-@wN6wSlK?&&EHb@cTJxDyT8t}m+m(HKhR&N2XWBgue0GX zqr1+A$Nt4zr#<#;Xq!s-Q_6#ek@u^j12;+mAL?y#{3P2uWmF>^|31*Q?x95-$*_-v zb2jWt%JFU=HoumF(vPh>D8o&bl@gv>H*I6TqtgUF_R(-o;e?Fk@{66m&8m5K?)~PZ zcHcLt?AAZV*46H76ImAQ=OG_CoAAhtucYydOU&?#h!gg@@vpD7uI212$_F0+KhX~& zBhrD+J5dhKJ3%J)F>}y|0*IjfZV&QT0KTpxe+A$>_=WQb-F~6l)xAk9wua@%j48Lo zeajB5W`FkBpzRl8A06jxI{taykdmbY_W})y_qihW8w(fAb~bk(+s`Xd9ket0JHBV8 zA2?^vh6uU+tncU8FO8je@Yy+W-)P5jzr=s;R7m4~XLtnogn1&0LAwDO+b_81fIJ7o z9OP_oa>h@xBPk0so+P@f~yn8tF$m^b^b<@Ev%7 z|BfFe{Eb4710UzB*k{-EpOB+HUP=Kav&@@*;+(i|ogr}Ii9`K42R_OLG?ov4FQ~uK zUlQaUd?0H2P6m{hew4aMkgxn$7e#F|ij$f2&Un zL0As*MJwu#%Yy#o`{C(c{ z8y`&)_(;zPA9_FzhR)0QjwPLvRzxRWV-*R%{^nPW{TqxE`1uI0G(jCmyt_3?npQFD z*8+amSQ)~fJFnX4^#6o#q{BIE5&8gml7sg1GRH878n^3|8yUqsDZag3rw=FYYws^Z zUpiAf#t}IfzIR_Di@w0ei6U6rgmQ*at~;f|A6Z4ua)QP#eLJ} z_GcCzl+BP(2=D-n_)alJ;*)O1Fx1QVel73-jrbQ#?#loV(1;H@F+Lgh*@{wvQUuY@ z<)CukDX?wpQ0EQTg#KvNu8&vI3L5{45uOV{o&E`4v;C=*_ww9T4@*aj{(tW9XXgyw z-kg$u;jdHI|NPdDzc21vWBgF>Tifn$0Ox(+zwy2f_y+jz{JUbf@0VWCUy>@~N)U9) z!O*A`e@cxG{POz#p`*fHdd-3S{w2!Q5cnt;&{#g+KgRqht@0D*IAm$F-**UqQ=OlE z{%Lk-Wt+=atEJu7HLf>s52v!4&;orT2cyq<&1JcYRG#*G-&ppN;{VvRbmZm3BSil# zOW!LI)V06E#2(LC#}9hAwS$IVj=q;Ch;d8~MoyRKUzSRzx~|wcjrF4V!3n!N|I@P%r=aP5lW6jn zg!xHY{UurI4$0W6dI)Pz1&-;Jn5%M=AW?n=`d*PB~ydf))?@QI#OZQ#t6IF>?}IP4{In zPTyNra>J{7T*z+~!o&E8d9?gFmA_n!tLpwnTIbIe3)Uw%AEaVU`Hyta>&E#%+8yxU z+do|R+Z6lylyP-}UIcaW=Ws8>d+DDP>43}qIAQM=n4#XaZBd;$B{!uX_THf1XzyKv zGO9@s>nS#+7foZxt0G+Qo3bfOZEow!hhZ ztJ*}jFG29h8a%u49pnFG$XRC8OyRF|^^ob|?S^XiU400z4naMz`fImzz5PC}{djTT zRJ!~6U9S<{Inse{KqLL|HwV37)E~eDG~%P22K1w@yfL_YbD$`{E`6^@5OOL96?-MO z6+ZQTJ$6#qD;VV$I0c46!SBOzPnta(vmOOJe_|z=8vR zWO-DT1HUo-XhINrRt|L^D%sH zMnCot)U{vO%N1`}?~{Su+SZ6=wW$JaJs#&TvTw3zzvhHDouF?1me92AYH3vbt@O)l zTxW#{|Jv43i={J@I3>5VpdWn+>gI3Z!;bzbx!C7w@qM>DEScgPl=|&p?u4P7f);=J z(Vd`9e?;Hz`!~zG{^5j}8Sz4YwCY~J@3Gw4ee;%t7eEl>v>a6KtB%jts@#W0cf^9t zH=%Og`z5sXE5?Pkgs%e&(#=Yie0J3Az2(3ihIwX`tNg&@2|tc>t?5S_g2wqn8}{qs zL&0ZH-JX@`QP~a4;S{D%DK>>Qlk8JM0e+}(EmJ7)!JEe#|nQ7 zfva5R?e)|AEnr^Sf$*`;mVk^}Xj#_q;ihf$xAu{x31ud-|u*-V^0OE;@{8U*|!Y znl_iO;%n~>;hYoscA+0#@j-*i{>N(amyLE&{bl=dBtyLcjrE7UJoHywmf3rMZCyy< zccY8~31UA?4*K2sFkVtWYwHJ`t5I^(_D4GC-*45QSbwSboFm^J^rI(1J^g-@9vg#Bdz`SB2(`Y~-u!@PeOlV zUD})Qb@NB={vt*2AL9bf7eN>32K*ZR;QzO+AGG`8>Unr>Zfp6NKSBPC^QV54(RhOB zXL3+kzXe~pcKYb<8*DknH+^xkao?@j-(Q(LPV4c5BP`h?x{G z=8qm9KK+{2ub99`y8#;85B36Rzi-?B()^98^6MzdA58QPA*idr^Z9abS;)`1n{1dn zpFzGiRqxvOrtI$|9i<1|fJXW$nFaHMWaa*O2afMU>Br9mq37h_+;_(%cKA(lRQe28 z#rQkyW~C)beg)E4exz7G8S4+a0gd#--wyb1ystl;=pIK<$G`A1MH5-Q8y*EN$bPRd zud+TDa=2h^LH{p=H-?~Y{^s_6o$T*__89jZM{f&%feqby7i{@N^Y=1>@J17KBq#&V zuI>*R^#AwtUEP1x^v_88K8j#Qf-*?xSNT4Jy)X2iYHw6h&=0-=8u>TbVDE|jUlap8 zKqEfVf&bq&e#CzDy{oZQKnOt{|Dv6SzhHUE-xunCi2Qw}RsOMl!Tk}`3-tyx*5Axu z3-ADq_-Z+^Up;^Pl?a(eP&a-$1O~ljt0&yc@#tbKgI;da*1ccJ9KNFcClKCLg4pMh zgNpuM-?8!8@rAVW2fKet9?SJmJAar+c#{cYoRfo-8{GYqIn((y^n!YRT}zY?z5W~F zqo2t^w|q6_^Lsi!!u%me)!J7pebV|5_y+jz{ELjh`VIGns5sO4j|!J(sY51Nlko{?&gSKhFKf_sX8rdqL1E%f9Kopj)E<8rScC z5Z_i1gq+GjMgAP_Z*I1s^eI-BI_!YTgGTn+Jxs{Y48mJNurNUxgl$faW0UI@Z&!8V zK?b|H_)gOgE_N9r@Ixv6LW0ng8*G=> z&TnVa_jv?${U>sGo)2u<#N9=fO}#Aq700hzSS{?a<}Ypz;msweqd$86fwxkwiX|rH zyB96|y}Dj#pVDMiQ%=cE`w#rZLH^U~FRtJmX++L8XT^J4!+*M3v$aEGo6G-qe+M~j z#_vn#Cz$_!+x+cHL|I~(MD}ao-y-_4n4ldZ#0X84;)@babao|c8N=eGNEB!k`q z{CEAQ?VqXZ2m3VR`%r-yj#ld#`Lu<=UrOJ@2e zJ)EEp_-)RV%sj@WkN(i)Dl1A6At#1;ZOx~R->d2S27KHnV*P~qS6bIkl&#qRHJ*R3qXg>-VqRwrTKydsr|}#5 z$7pYlb_X=JKV>V*PwV|Nv-j>cQUTitVxA-iBj*IYW@{a8l${WKMeKjX6rK1m(%W6M zKgOlags;=zkyDOdm!ju4%{S)Biaq{-`h`nuh}R+zythud~N-a*7jHHnJoO38uy=e z5F>UHL_d*(37sR)N>NF>hOM!?CH!R!zR+>v*!^ytlAH1m=`gP_>i=DoU^hW+{u<(* z-fur^aO~ct-*d-^^?SKZr^hb#PP@NL$OY_)~PAdw&WkcbRQz9)8CPw*UR^x-EuaFnHC}Z&CG4;@}TjJDx8v=%HRK{|5_|LsX*96p?ryc zL=uFY$-x9i&zY=TpT;dq_q!qPf7QAhw^4E9y{euRD;C5Uu#Fv_dq zpOSy4{^=SnJ|X(=l%%a?eope_l-%a>Q7_nC*@}<*+rT%@zvq^soQ(b|8Xo(KyNYZO zH3hbA{p&^_m#O@kY+uyCe+s{<_&XTLZ_4&UU9wN$rxg1&vR{<#&+FEnkbPa_(!!n* z`dHPgu(vPD4=eUcHH7^k?0b+N_h5|s;aFcH9(=;Rcf<=lZm=gqdSg7k1FG>Z{JF9p z>Lu)1K@aLPj_jw9pYi^*njZEzcKo>Vo_9a)DVyi6eL0@jz56ikWa|L_NVbRHe`!45 z-+ad5+AaaShSmSYxDkA)V&Bz?UsU)%g6xf4`B<{wg1&&g7Q(6=)h7O?=fla~3iPP_ zgFk?`4E9rqNBzJL+-t@7276VUHz17iu@8v+5JvkT-&A4Qo=HvrB|YdDkPqN536m|( zes0fu%LaEP{v0gq$9l@)H4}q{eO9RKPoYd1gk^h4@}~m&RQr3)9{}wAK+iSuSAcSH zPY>~G{hX;hw6_z#9CNdD>9Os&(wS~H;CmJOy9%nmhJ5A89- z@%)NnAK8oFnZ2X@-uB~ov>YxH(VbT--T7+&)4llstAM5i@Yc%ta}%z%M+^Q@@lQ~P zEB4j0J*c|B?4$BQmUqyjwpUpZR_mL>Kp*ZEaI)uwzC#%NL3;o{6Zx+}SdE82mK0_@ zFGqPe2UpYEbE~@UQ(5yj0e&Gpl{x}JHbZCe4|poQ zF66(Yq-x(Q-&;m|LO-IusmF)64ECzX5Bv6Nd9a^_za>pyfgaRH%^&^>Fu#C*5roro zlyhR%?pJ%752gNDo4dp=3Y%#e%+Ff;xBSj{rns)%-}dOq`zig|jUU`u_C>LR?TEi_ ze1~HH-B5%VDC18<(x0VxK-Wrjw}dw!e;UOM{n?IZBl~Q~H|neM6aG^)dtc*zqH%vv z#n<-xjQe+UH?P^-va%+h@J|AHGwzpxzlg{90{*G~d%QWu<1;CFTtDq)LjJ1IdyQ)Q zIDgTfjN>=zkM=}4srjM#H$eYDdW1o*asR^D|4<&%8|g8Y4|&FSjE5>d?7cPqrP5hoL@|zL4+#Zf{<-@!W#{7ulPC{KDS+qb>I4*tf`whOnsjEr*c3d23qmm+v5(BlatB4pNlxu&%TQ^DRx0HoocT z+vfc(mP7^3e3EX_pC>{&CAT1bHu{hU5%T+VDaDheJr^qMEBjBpxNpA6QGOtLU?+i( zeH5&-0p)B0cVF8njmnYT=jiNLUlyJLz?a2jhiua{@%-))_RSWHX4D8S1oKZ(Vzv=({Kkv6i&EWGsEIuae zb#AQgGvVs^qBht6-|x$4=Ve)lK{!v>?U%jH9U8@q`(5h$q_*#OncbJSt^LBqd9$kD zG<}GB1cj&`I{IUs)}EEF_&i8)`*2g(+qMa)9&me?cHV{i5srkfYd_~7hdz^BUmXa$ zb1$A1r1*oiXa97jqb7gYU&VeFvqt|d<)!-)_zru2%FgEfBJ@+tBW%S7|IttP zEWKYp)8Y~w_&A?H{lE`7UOBJd+^uJ}VOiot|2z5U>Y(|zH2=KVpDjQcLLbRN<-B|K z!w*+$EY5wzK7Rh+d2X>)l!4TIhu@+@(>Wy<_U4W0gHC>(hhBWdG6sHsBdA3@t3eZ% zw>?AVEI&O~@V^A%RU-&}AP2)*v`J!)6*3-QsLf^|1gg%mk z&JN4}k}3|I-7ahPc(#G!i#NV;pkI7HPC-ja`r%4YSO4e|ZQe_}lCS!@FSsnu>$l{O zy7k7hfxtK8Kgt3Bjs33_CBS_WUHReNi(eM{3-mR*-sGa=#d?B&r3t?bLFjWi$XzGD zXQP&>?`uLne^uVs)b6{Q(ck98x$y&|cZl~9mv~m*;}GJ_sW?;pX?9-z6J=D6AjU~K z7<^}X67#3~+W78H_q9o!Ov}GZ_uZgBmZb5%TPu_EHaDWX3PFrRa?sEB#~so+vNsq@ z@dJI=9V_3gC#RsL0{y5=5c3H+7_d3VH7TTQ{$sQIpJB*<^2fLDvPQSzl-yF0epDi; z>wj(w^E{S<4m`O&f5&BU-=<~z6*!M`nvs-VectnZy5J> z_=yUyYKZdPDI*Vpy8av5XzE*5wrJ+pnP(qi&J@4R>MyBLQz8Fm^1FcE2g3aDjO3p5 z@ls<>*_qaV1hpT=FQdO6Ps*q&L0$U=htGN^h1G8G?xJ59t4HzmX0)8%Jf65gs6gjGA1^=I#9x$OoxbA(#u@o@$ez7PQiCbknzWmIgF(LXPT9JC z`Tf>NZt)`g8U%IvE3(*kFQr7HAL}dizNxFgH)}u4zrcUv{Gle5i;Z*4L*>tky`mZ& zDeUbr|FTtoQ1)V-tL~3Da(p+VAL&59as5(@68I9-^xIEz2cqgm-4XY-sy5AfBIrm>Q9k;0eZtq(Gjvss zzt|4CFNN_3_odP*e~=&J{-qiJ!$^N&{$bQ#4T_+peF(B)4Fb@Ce>ar}*xxFe?OjF5}08pS`FGqzrnSDiTWHEVyQgZyEC z8sE+EmxTXV=E|7!V*lps(C8fXW@_cPqKw)S)Xl#fx|BXGO(T0PCyIx?7Rql;KiUw~ zjo*=-K1WCqll+D?{rkM|_mpvc{_*?nx^Uo|(T{YH3w8eQWHUbAmxBKIw)?K(5!jzK z-Z!v~{$#QLW|W@}RKd;!_52^S;0E{ z!XLZh)Nez4M{-JTsy~{?oorZs`c2_4^ifh&!}j*t{3nny>PJvVe`Jf#Po?mWM|&M| z4`-dI{A04cOp8w=METtbuP;Hp{1nLlo;gQ3{$3*PsLDd@9H1j#h|BMM^2dV zEVK5$v03}u_lPR7ZrgrVi}F4GaQUhw8T>hlF~dhX=q2NOJH07EAA&ml9l0ypO9p!{ z^#2sa-YBj2#ls_zukpTs8U3y3eMso9w7w5nj{FT{{4)9*?oag|Oc4D{4n|(j^_p2e z=LqP2dNKP*@lkV%%%Gq9l64MCr1-gS-g_^MAIK^A zg}u2BKWw4pu@tty=c4*|wlN<|JD-c;7lKp^4||8ZAZn zX82Ji^FK3umF)0{)kOc}lc&o3aU@8TKZL#yB?vi@gU$~}zLEAle|`Hv_rv1+!1Z#k z^zMy41io4MMteu&eQ`58KB!_)+p;RG>Hkb@5QyFO(8W4o8zX&Q2~@BH=mY0c#K-|ZdKaU$0;o__pFP$$1hyV~B9)X&Go z`ICD7?ZPR!>G+Ry;7eNPufRvU81W}kf=L81&dI^x{i9MO=R&R@I!I9ray@4E=e>=l zl;xD%X8JLH;GUAL_^=lT{l@wCWXkAwf>`IuL5KZq?y`C`f5N!%P?ZFUh>-ig zVz0d>A$IDB>%v~+*-h_*KXmaB{dYR0pG7dIhMzRLZia96-h&zbwDYRJS(I<|7de**nMY8!{`2dU_ce>0U1nvW zsC{Douwl~20@L(56k9z(p8qePj5ZL|^`GDgLyxoJmSrdY z9CbtN|Cj6?nsxPz03p8%32!|?o%}j?T%W>n&1^ieR@?>QFRuCa{7?Hg)86}7M0o26 zLQhzOSF^uin+L4C+3WYS;(c?^S$%c{J=gpVEGE2_1a-iz-|c&>Ucc6BhHX18?2Vi4 z@H^0Ja5F*w5<*x?P}hEz;zN?8(7$WCU+XA|_eR`nxUS3@V*B|^U&H>b@&3ayDt9@- z?+MCaU+@n}Qb1TW=gzY?i~a9OOIAF|_pAX&GPCwaI^?U4U)uaNj1sIMs2jh+&y{(} z5-<9EY*S#L(0`>fZ2Ne(IuraeD?hm6_?UN7H;Vm}x#O;nNzPJ(Q*oyH%S`{TqKsA( z)aDNfT`q@3OFtXl*EZfCGNa$jUT_VSyOyAF{H$#7_gc;CMT}FY!Z!0y%~rd=Vw``N z(f{xF=QRCqhX3#9hj}rx`Pd8FVdkI2Ll(b5h;(MOfWAK^sO$fhq9b>n~1mAC}S>$}O_t312Nuus=bK0f?d zwkN0LmP7R8!)ky-_$`Zkze9l&NsUv4VP+N&R+ilD@5_7Hh*q1FR(tRpl$kF zPMn<(RJ*>a0{;koKThyRf-+Ff?>m(!vuOLc8{)m3eT#>0%GtWAX#b;>{un`>{DiL0 z^HlOLlX-4d`*^YcF+S6Zb~|rs`yaN+zeU`CNUQwc30mtM|LT%hzb|+=>xYez&YZ}# znSYqqrnP*voUi*UJ4J*<5wr(k7K`(Wb}4KKjUUiI@K>CU(%H&CtpAMnSIzLv<{xK> zj!OhVmo;ehmlH_-3hGh(j?Ihq%r4tm$j@2&evY6cK^Y`$T$0F!(|b21=zHe-pO4>) z)%u?q{VH0xR{_GGZG8y7MO{uo%X#{7fuOE@%j1m6%#F_PFfVypA!1Q?r*Z<{w(_<6 z&&K)FMJhL%psxQUeE98w6ixmLAr}sczrxZsm*2_cy);|thy1`Ul*qNj(2pAgvCfr) ze$FGGvivD+ioMPiE%tBf40T`MAVj-AcbV|65QLn|!MssjUrKMAOfA>H{cf>-dy#L> zlAjhg;FR37|2mVuCiGw9{@GQ^D3&1RX>u@h@5BdE_^H1O&Fvp1=8xM_KF_PaN0Xmx zgm;~wPXD`g2uhLg-U;{zf5+%2w(&nwjNhvMao|*(Y5fCC?vL75zV=>UNvofTGqpwe zaYV>%g1Yuk3cvJ%t$nDzcLMos*>7UGA#;j}{(qD3ZV}YY-zS$ocwWq3!9U~t#a8--h-H{<;Sv-07u6ZppS`*^DNLxQ^bXZWVOFWCC9lzs_A_Az&gFSWZ&#FfU{dkG2j z{T@Nx{3pS8#S0cTKG{C%<2qK3;^&v0(?5S9ZU5&_`hNFIeCLKm-buVpyA$ggPi3wY zf3jHlet%x-z$s`de^|eO|Hk!;8UIiY=3hIk6PVEUqI}FtA5cP_{6r79`&{z*ioYr3 zYis$SANHwf#fSbeo_{=|j1mdz^q*UkOt+Y4|BRyjYsimr|2l~>O8%05hw5EkO1>Um-oX`biTQi@j^1%iyen{9%SSr& zE93p47nI;75^7NKcMtnptP5X`OI~)Zmr6T5c7*-S(qHV``^TMkg#F^i z!S_m4^VjUh-V@#jg82x_K(XKKPy6SPA9eq{I7c$u_;0bGUBB)A`?v4Es&s1YXB_{( z?(giQP5#ar82p_ro?7leV(-bkqr6cyJy!^CCA;?sem0R0u=RFUo~K z66`a~ZZ_-J+J!3f`(*cy@e}@}RQ_5l*q1{**4fyvMEot~{*Nn1SnZD`g#QZFKSvSa zUq-Dz=uKg2`~4{BMR~@4i7?_pC&n+t8`slIs`j3kWhEE>tc>=W@E4LAzl5MCHNAFx zS-(*ccO52h7rB84v>nXb)X$!MXxTozhuogsD-GiIQOA4yaVC%#mE+52>dqH2*{P3J3FU%jei#5OZjfDTT z4vM@ZtkFBL=9~IAhP4#+G16A*AEg!lgY88AO8w-2=>LcZ zeTc_-g0e3$uH9GsSG{G%eG9ezP9!gy|0m=9bfdn9{~Gic@Ec*3KIl{UlY;!&34IOv z*Y8PAo-%cWXrJjQt$UKlNI_wxI`paEK9?<{n zxauFsU-U<`FY+_q_dKKc|Ew(1ga1fxykD7`zAwisw3mu+$G;jqWx2sule6It`k*!Ck{M>!7updLp<6a z@n{b<41av`JUW%X(iCQ-2mZF8KQP{@`MC*w1$u!G|5FH~{zm#zhqZkz(EIQF!+7q* zp`Vez@qUf5{O`#>VI8Y}vTsA}SAr|;EA($suIv-bVXSvfS^c$LXe!!si?R>V(4e0o zUvHV!eP_0k+CHU9pNG&liod#TH7E@KfnFkv`ar&o?TL8Q5BdlERO6xFz%R5f{M%{t z0`CV!e^*ug>&f(C{-*e2mBYoZUJWZfvm*JMt0cnee6JMoqoU9spbzZ{eU9?f__qvU z=yQYtQGbL{U*JQ(BMkl^y}&oTmpr56+VSymE%|-L-|7(FyFr%vL*46g<-EMa5b~E= zi@V9=)5(H^_;~WaTS3_e?MCuYj^?+%RR5y9vNE5k!*?tG`wECK=)wFL<16|X!stIp z5Bd@RwfaF`fT!{U{XK=D|E7-D#d*VTwMjFZvJUNi8ptDf1`!TnAyu2k0=SSNW%vkA3ab{MGa$ z@-fyA`pFoN{L%i_`HS6v0HV*Hzq8KIhjbS7R<%|jtb+)HUgV2?Pw+#{-$n2T=>VaR zL7$r5>5KHJ58@F0WkMC+&YY$@> z=>QSGEx1-h{SY6TFF0}I{zvNdBKU*#ixx({fS?cj#rOa2k1%&|E4%-T{1IOL!XM#P zTl^6YCx+_ILqbj*ox}3RHa`4)5VAN$<3=tC|<$oCo6PEKIG zC;q(VkE3xc7bWz{IaDeVI$i9iVV?>6RaA^Mm#|x&|l{LJHlL0z7Y3_v~|mWmc10hWJ*>I%SLP=gGKFgnEA4eIknm=W%NP zbmc^j1^c9>=|f&b$oqNTtsgP3N1glHufN6o)2R{5Kl!#>(qX*dAM!0hc)I#KZ#$C2 zj&JvH>Xt5^}y}PSWg2u}@r_@DY}Se0|P$tn993N$GrUu>^|u56a%RwAXM^ zKKQCT2cVP|x0d@JN@dGzxZJ$SO%_XEGi5({WX$+s9EosG4d=kR^Gt^+LD!`Pk?YoP zu63E!B!o@&%jQ<%0RlfOeaC$}o%}ku?SCx=H#q%w-5bZnd3N8ClYaQow~4?v+Yd$i zLr#tDpPkCjK@f5%2SX0mxy^Fr`f+$*=1B4W$dtu>3KTx8z5irZKJL?lKc3e6)Q;R{ z`c<+bg*_+MO+>DEmjnG4@+8M6H9jWa!=m&2VuY~p^6(;UI%@a9aejq%Lw}T$2cL2~ z&+Z>|`SZc~JL3J-KkMILu(X&Dr|eA6V}8zYb za|#N7ggCFjy&XAT(LbE*@o-L2Sh2^`?gOE}0T24jia)Z>ZRz;1?sXp?JudF^?r4xL zcFq1eqI@&{O`-Q|F+QaA{aU~Mh0>Q9wnns{$K(86c4zk%<)dD>hX;9<>9-%AKAPov z^l?i+w>v`q5*p+WT2M#c*P}l(`r%IkdLga;B);ZP2IV``k0SV>LBF^%_oP;rx;H*M zHJ**8@2!VD>b)gfPmW|}^dlYUSI4is0>3CFfPT>NFM4{36sca{%qtdDikIzT)W5=2 ze}5NNw}-$tD?cyU17e&Rokn}WzQ^ptT-V2o`>4ljd|&RLF@ZLhuTUM5hr4;$URHtP%NFfbWz*WmV*D&g-(3l!AId?+AA$OL zpI3Q`-%0-IX*f64pM)m-Hn#hrvSXFjwK=|<@gM0hPGkQZ-_7uAn%svfLm8DN2z@LE z!(V-uBE{ATx-jJZDOQ`}YyMgM*uc;(oPwtHpF{TC7?4Q%Hh2={=Ai*Cb=!ZYZwADXc_)|0PpP0$7nLh$= zqPrhK$cZ&*)gQj2X8vAb@)fp+;$KX8|I4z0Lq+>TueYLjtV85r=x^7bunE~Jja!iY zvam({qU(#D_qgx7$e zPW~*vY<(kzy6u~}GHI*0&$sw=bmaC$%{e9i&-`mh88srP<6p=H*$oZrbhw5<(n$w@)Tw!GAa54WcIOIjWj)7GKeiO>5 zDKgZcLt?K-Y&hvJ=wDTTY488qM!&XyWYpib;m3J>O@7VrubGU0&8faE2>KTE%V*^^Vy(wTmAC8)y>iCgxR?W6Z}urG!Cycquj2(Jr4o&1Mp>Jlfx9tq=0 zTJMu%{|fE*ZSt?(CpVt6nYABPOWa2_wtpZc0DrL$DSvjTy8DgfPxfT!U&Bjet9&lB z2S>hU<>UQotgG@QEzjB_A)CPOK^gTTsMCK5Uey!X+rwTJDy+E3&`*C|-FN*n#e~0UFd4{@iN^Z)3 zv;IGbG8#-!r+*R_PtxouAs4Wxg#I#K$kuHSwpLWU7U zJ>}rOlrHlAH`(LiyFc0E*-Ah3H|B4~_gu{Cua*-o-qSJe-~K{`93Yq%gjv-6|FYfe zJ|687$BGaE8!Il~9l3I{klzuMejP!KQ*tnN=6BI7h~^)=sKF!4H(f9cT_5H{7@jK>{{Cnd{#V)f;6yN*x zxLn)Y3=;HXUwjP3>-4un?%zL19g=2cTyi#=oul}&&IA1xuNcTFXxe{}4(*3~4ER2l zeoQ8)t3N+>_?5Ie>$WUqhh1Q2D8AK2$81IGYUPK}_umNW`hRHEHBZd(<2@}i{ADKoP$yDFCJ_Xm)X9Hj)0xSVSEhT}tJgin!YO`v z&Z`-AZSN=Wr_lH51aml&X+8_4dn7_duoQgATzaC$C&kOi}(2p7TpuwQaS>^rP z18np)7AfA7*w<=H;etmhb0jmPAO1AJmv8f@q1i*?J{iiNNk8Tg)aj3~CgU$lVZ*QZ z+BK3G>euyRn+g~Gf;jMJ(T~{#b@CIQPWA^LP~7>U(}|VhJ);jLD&JrAw7I~ywf@i_ z-&+5QM4!v)BP;&6>?g{fOW)@aH0rO2ZiU@GWIie8@8QEok9ogaoBx{8AL+UCXWuC? z;yss2dn&zka&08aH^tA_?9TyVYgu`suUPd{8Sm6?D)1N3_k{#?{m(CtyF7oKsJ>?a z{^9)D*7+CSBL!d5`W~s-{A)4My^>%)f-+F-8SiW@p0Z{|yx4zyu&8O@?~iEqm`f=A za)OvA%faC*VxP0v*%?+0-4!eRN%sFE?7QIVT#Wxq32zxe9axZVR=0F7TZw{?L(EhMzx3&G%?7sc{K*iVW zIgRt5RYdPoPJ5muVk@6dl~^#=ogu8?1&KZrF{?plJn^|#meYwt-oe**t- z{zS=5#}AZ``Jd6Bs9FD4%ZU`{H^%d;^+d=9g1Y`6Rx9TkHvD{xQUNa{c9P;RhEJJL zY0m&oK~wsB8~kw^-&5L18Eq$M?7w*{{8j7q&j;C2ieG2HVcyW314RGZMBg#Lz&c6( z>`c+pQr-Ap`0-8Uf{X2i!GVbqfc?7;~?f32ez*Vx0{l|_Ixu)%>raLF( z2lu_xh9B+~MhFiL?*Z(f?|TVio+SrE@9sOr&e8f8a;dI=Yja9&*-1Zk5p+a^e16>J zLWIs8SpXxNSprL=LNnP*WYIHW43?2 zkLce2CH z3n=+Ki8(iFRloC~IM$Ei=hllmU%HaE{~kf#4-wSuKLmVu_fE<`x^~7ad9N|-^Vj>y ztH+dc-8m&Ur61?-pdaV&z&}hsju1pTIT+e|`&-GWWN_BXYp<}j6z|?@(tzWcweltU z9!U`GVhvjTx#2xi=tcECQ&&#OP3iyl{kuFixxuThlIX@a`_8_Vdaccq}ycM>M$ zzM$>jU-{wpmbYwQzr4C#zV_q-H^u$!e77g&PdB=z&GfIIGj?E+;YWo(tC$XhymQxR zCGgJ@-RB7E+CMl0zs~CYsh+=M|H63wZl*u~SMzV^m9(C}Xa2j!;AsW#i1)ON@7Y|W zddCpNJXH=V`)7S43YPt4$PuyrXdIX1mBC%Re-%x5mk8z}C`6&{vK@C z-^dRA=UdNj!9R8WQGz4i%k<+4L0$jZRjBkmmf7$g3*Li*o-}KJlmot|m437F_v`*> zuG-{}rb)AR8-K1lg|Dz)OnEw$chBVf!{UVl`4rh)+W*)DzIjom{ZHrj=4Gq~t6hha zzm77(9$&2w{2jpFSQ{TU|M7Bv)3_j>BD?EwXf&KZJ|H_Z$k0=H;4|)V zXMWsjZ(1vuXD-xaaZLJ-BD_}dXHbQgC4Ui^KW-&^Y-9PU&c|*w5cb=ueW({ld%zAw z)yEY%>`hgBK{swShjq92a?0M(a88cyB=jJ?7rr&Q_D{j1xe*VtirA~S^BKff6xGxUA8}EM` z?{kA+D!=V`39pZrW4r&vQ^68G3x?zWuUCkRN&K_OmB@`(lDV z5ho{zZPMU$V9R<#^Of zNiW}{L%iBPn!g3`7wHj3d*M66XkX|T<2?~I-cI=cKzbuS2YYihUh`LC^oNG9vHieb=sUE7T0a*-Kk94jZ_vkTJp65-y%5&)?SjU#gZvTW zxVPdDpf7K|e9q|o{l=>PIOP7ZQt>Yq%$4!uU~?Y-BtxmL@B69pA&+k@6#sDjxQC+8 z>Ik_}%Xi|QAV+(D&dU z>Tf(RG@kzr>MA?D3-3+-uRQs=lsvAV_A-M$bQS)NkU#uApuJI^I=)mA^OMx=k;07U zPjkAtjo-4rhss~se~;Rp&A*CoJimFFJf)l4-FB4TMfelJ_&a1_<}pwIXd?0h|5Ec4 z{-fZJ5Au@28jwFS>u}bmvO8Zx^C4BforS*^)F1po*tlPh{-ee_34IJX2ShyN8~p+F zBY%`NAN!c{u|eyYWryNg88JVpE5toZs@;SdSm7oWVWdIrXy`W$FoYbAvGz>vnILDEE4-+*eCdn8qjziG-$v5r7G_6 ztUWEr^X+I-W`Bcu0w3%2{)DgF&x$_P<_#-;GX2$gFXCA|74*xL@vG;zo+a>!EQ>qg z>+T~s*9_b!@%J$`4}OYg8wkJX$hXyZUJvDz+=6qSiu3{d7IM(xdZTx&(f21O9q1U# zn$re^imhD*&K3>np(|yi{gx?{4OR;v28b0uHHZtsYU%oQ5!vYuWeIR>EpN$~sk%Ivp55Hs1#dE(anSTMpeGT9ExwGmt z(%$z$eR19bdSv{NV=dpa$OF0h7ril^O{e?^R;(P{_o(*1c4qpH{U)@h{5fjeEct!M zY4r+D@tMG;P`bZn&fnuUNW(YV&k4zQtJIO;p)7>(_cg8gbNYURI0a4jQ|tA}(spp6 zz2ZKXPq8`Q-EZz@GyaZ+>$?Z;j28QOM*sRaXURbX>Dn*vh=gcXF{Vg-(#;r#cA2us zy;1S%MTGpA)nCmvQtZd8dezBh`f(nBermkWkN)OJ^y|*U+>Y2ike1B;>EPK1$Avwb z)3vcB8}@2pbNQ651@fWN?;-HPFX$cJer7_g=wzvElMfe*H#{fack-O+ey`uJ4Fx{Z zgKk~_OFA2sBw;@t{T%!0w(ckT(fhuTYxR9!M^V0Q?e}&6>d;rXhl~Cw^DS((hx|VB z;o{%7%XN&QUWdxp?mIfRuFd7+eRZ_IaX;FO{=~)EyVdTtUDzW>xcyRn_L1G-Ae z1Y7?g=km{_2SJI_!<6bVON-xPe<-mQOWftNSF8Nfi&M~2fPOd=1V7}UL!RU$>F&A3 z`Ex9fXJsfpW$5kY)q41I3R()%kHYw%!3EQcCo#M)2063)ko+>=abMB@3Q_tW3F_!i z==94wDeBRyYmVJ62!A4F)BjQ~aZ_!MV$Ar5_jMtE*w3~Ve{zK%rp~OiN8D$4X|>1C zRLkb_)pC*}P%ooDxFSSIaf0ZFaxh@L`w-TI%D=bZUs1v``j0*wXW&qjsKQ#y>UNaB-edjP^IEI8*)qBz~pyJn!2=e;e-um7t7V2tuF8 z!LVS*)2!9*drjWU^B;_JGx`1Uk3PDI`rAgoW>1IxC|l{@HG|Llu=p6mJjZw+&y_Oz zi6GL+!KAv|U$IYC0~WO1LRy$@E3zLzGb>wmmxv-i@n6pxxa21JYV z>0O#|3s(B7hOt9tS;e?D&B3&rhP3r1x@KsyyQKGLCIVSSA6ZuFx9LG)8OsQ7aN|AC)Ydq9+f@k3pI zY5UJ+{8#ZcdqCs-r4kiTnV?SpgxT$TE;)E+>U6xOKW+YneN2>JgMN4u z#5zn4I_$ggl>O-A9rtGFHQ|rPWpq-}d*5mP{Avbr|}nZ)vni;iG|KXAX^*3&D~c?kNO5`rH=lp_ZtYgc+91(81j z=#{~WKLS@y$xY?o>^`@x{Db@(^=ES;qy<6U{Bgn3T=&@F|7Z`3dSd>8^AvnHqaXHw z7{Ap0k31asE$K%Gg1Yh7txay7o^TUM@-4(}J!kxrPlaJ~*xK)XkI6G;H(kkwQvBVlIX3m_ z*^N`sRDR!vd@i1$(0<|1XiCo}_a^!`v>9J5C)x}BH08n1fpdzt75E*AkN|=@`Q{Z*fguH|jUSIc=Q z=3nak-A>?lB|>@<)X6`e5%W^AAN27;fvz{ieb{wpX2niAUHFCt(?=HOK>DJ zDn;=Tii=d8w2}ANdlpc1x`mRT(s|@Re>HP=P%_xN!9ND z6EE%~A7clT?p)RUY1l@8v=_!-+>fE+O#6?TE<6JB65L}+8~&>Z%s-6hp#vzRp9$*b zzoFi{?n-`Fp8k3x_`9#dCi{MB%_(RJrXPa|qMhVmLQv)t?C!k0V=~Xv-Y4A| z{;7J~Pn9_(w+y5og9z%{@9nmL7zy`bQUA+1`n>8NU&3bnWj24dt^KYDdnVkE0R2Pg z2gVoBDSvjG((Q$$Mn`&~|Kffr@NFw!TR$4hw-q1#*SLNfMudzam>Y!2^S@fzlceyZ z+fKXW^=C=?zN6lXs^N#5b0iy1KYk&oAHQ-Rj+7kpTpP2dm$rY|yZY(b+1vf^^ydgF zcO*fb{+x5S@jb~c!=@j~b~rD_pFi729efp7f>UzS{`X(cFVu3v#r`+$d!YQ$^dp2I z)`@aZ@uz|fiV zbvn%++^qg;c2PqA;vP4OF~c84{v6S+X|)Gd%SnF-a+Oy75oywXlc^%V69k=d&~Ntf z57P0_V|Ow)i)PR-g==*2$hvRL@1=6POV z&=XZe*n`7FO;B8{w+l(jb`ZoSt)*((*J943R?c4A2SGI zoRNc*Gwn@gCu#o``u}^w{;Qe%!JiJ=75;Qkz8OB!q5X{VH~BB<-X+@b#yF@A!6 z+*?JyX)Pc3h|`LX`s3bX+VC}dYNPzxM*m%L|3c-TBS-o3=*J3zy7Alj!J#C{C*sPp z^s`Sf%+o!r=f_=p3;g+nw}haM{|PtFU1jUHd-bh5`n`7N+M(%L7o0{oABZ? z3oBJHi#PiF1k z&g4B1Gkml6Y|QXgwuFoI5A1A-U6%dy<0!!&5Fwv`w;6Gt?P}Zc&5e1-#Cv{|yZ`b> z-;V=D`yZh6hcrC#%ju7IQdnZ)O(Da!v0v$H(z^Ig)9du$NOX{XL=c3W$wB93PhW`l zFfjhA{y1DYCAV4sqy7Ht{;P5S<}eXL6J-nNls|{_4^LS_j*>nu#a4**&#`xd2c|o! zjeoYapT*Li%E`LXvDf6_08T+mB>gx-P{+T}>gC_DD|wecTM)~&*yRR4XmoXum z!}ld?_g8Ff|1y++8LI+(QlC@Ma)y4KC8(3XguRY`vnR`Qc6$8inz;WCe>%2~zbFUm zzqGF3u>S_RQspllN4{qDk2BmK{babmbb&IuNKiNbwck1CwiHhO_|Pu!$7gH#NC*0j z<9{?IxI|E=zoTzVe!?8T;!gwln$`b*vwqP0`KERJY(oC%pudg&=*;M!L+96!AKd@9 zwf;y4z7A0AcdKxG|F8Z)7B4-wuX(1ayn}2oe0ACsKBLt>=Q~m3`7FgB#P7VZ;vZxj z|6Q>s{*_Nw?2|)yxV#K#mu(!kKU%G4kgyLdX!S>s zue=CDF0np0-V?#P7x8L1g<(BubvLkWQ!~L=%<~ZMt@sCl{{hXuQOytbm74vlif2V!VUz87eCMx#6b@)>DYQl|>F695ikAJ_%C8&5gZ?Z@975+EW`f}l)0Ac7S zWBz#0-FSYhmhVaVyU_dTZo>Z7c;6lLqJFT?Rm*o4{th6YYI@Dy*-g>kZ7F{b{=>VR z%RZfME$oAl9{K;)>%h2?3tDrWdln>rCThGBhkZH92R(>4-d9ddzvd4C^a2We#lE(P z@W*1jzYBWR@*TLVW0mV3O@{HCWY20f-yXT3uCRAc-99ctK7bGXgfQp@U4W2p)qb@O zhrPCH|6NKh-$zd-}xkHUDLBT4Z;<0azZ4@jlAtne=ax&fgdjQ1Pn zD)iM<{cF_n6Y_)lqkRzu{Rl%|P>%8Z-Wadu_oLtw{2jr65abj2BVX_n@oG4QA%BD+ zpTL7YQvFTU7vl@$3F*)t#{5+Mk(*nGr`j#*(s&B__7&r+itj7xg>y`mUx^IoBFG=* zA`JSi!<*YHZ=Ttj;8t&;|Bzml&stoWugdYNe*#yM@2ZskN50BBpbbJeJNfg_!fJW& z-va+PE`mQO4^VB7vK(O}|4={33(~3ea};>#E;Q-UVS_s#Vnx`}lfz$%nja^AlKsl9 zY64HC7yb_3GL#Q_M0tRSSLLgS&^L%z^K;^e2mg^D!bW+5f3H?nh6Kakk0T$U%m?8= z4E`82|59puv=#hS<*Bu(ANGwQ5718tgC5YY)(_(i_+bn?2!0yz)v%`D!7uomXkx8j z$p*ron%e$eLjKk9w5p(A%@6H^{$VHT3%b!CP(I`ZVWh)8*!$_OZjVO=i}?Y!D;B#b zv^(j0C(7UG&ja#|`K6|Bp03YbZgS5+FKeocP65{^C-YaXpXzq^8&83w%q> zUrj%veN*$>NwnX;$HRXi_^IWG@>0tu{5fg!e~j-)|KI(AJbf{{|NnvhKs<>94b%NL zr}>=Gb6kURG|U{-xp9?rK>yR9XHsaZZp&P?aFhpdLYNau9FmFtn?k zx{}7e4EA+&`(a@bS+BE{Q`xhvk?&*Hq6KxQBX%WIGAR6Tn=?<`T943Pi%>I&Q)}iQ|ExkQropr!B?8y zXXmJ(4$n)pm^*MbM>_0NSD_EN5h25r_l@~D7ndeUk!&`7kKNNf+f(^IJLCp=m7#cB z72k3n)1h|%QaL_Eiu3TjitY(qntO=A$2t-A@ihB6z8TM*mmI53s#wS|Quw#d+T-59 z!n^u$kiq&>9{PZFiyaHEBirezi+gj^Y8n) zc{!0YT#r`Lss8yft^hvvk5KQBqa1H}p9KCOu+F>UuMKB5EM`J}M*L?iF#b|&uMlyb zX?L+NI}>_1bI>=!_oDqI=(+wruMK5{dPh3>vxo1y7pyG34~Tlf`+(42tlvWKH1%)3 zm-&TMXm0D5d%eOL>TkT=*9wmxm$JJ23VZ5#4D?IZmLKV0XV5?3yOI2m4t56P9DFZG zKZ+AXdzOPXYb(8#K6K9W*IWB==0fq&pCVemJKK>{&;-4J-GZFuc%HfJ8>vUh*LliZ ziWKK@JkAc=b!?Hko(OrvZfN#1y0vH)&G0@H_|p5=H!45Q)1v%o^#`JqGeCD9TOEIc zU)TrOGa1jf!}jYE{Bhtr?ju8fM*Jfk_}AB;5kBtop^BmNyW zx;LMB`kZKgF0Kh7h5D2d^o{TpK7+*j;QIDcnhIi15OzQgMh(dDo&{y=v?coKaaNw< zd4g^I`u?gv6(joopHB@vUfW;X2N_>|_pgmtHQ|(3O}RF0sg{n_z_ ziINB1=SBOflFqH~%ipZ0Z}dI{AxQ!d)B{TW+fLWuhs8N1x0*ieuYNzR5@m$_Lhvbnc6wjrtz_fa ze&N+_+r@d@#1wxvKU=?_jPievzLEZ+oEYC=-ihyM*N*f7a*~4{XMz%>+$YBtoHgRM z@XtSZORquu#;Eq&TKeE0^CHl%Mn9YgqCb*@o~(EbJ9AWd9{}T%*1Gortfi0gV|@?w zjqqEOKLYTtzfWI-GU`WABfmJa<2x4ZQR8dPGZCy24LI(8S)6Ol#VKO^P?PZ55=4I} z2c5=d*drzEUg;P*=^nEqe5bw*%k|FkE2re9TJ(bv)aakbv@bWMn`QZpuv1`>JlENbFdTg=cqOziPFGK^9I#@c}<+hdOKox?j@65 zIH4J~U!3Pd|EYi9+^GKDcV`>1zn)obzoTyNnq{tIHGPH8FmWFT>!;u!=OkR|gQon! zW&eD^JTeU3w0ZPChVj*rt`A=odZ^w9FybF{V3%LfdN;l|pdSqhYV;>~#Pc|5AiZx4 zyPA1GyQEXC?Kvekl>h%`KmGgfOM#JQ#E?dRy@wY6h1q8*-+Vy-2-cJ0*M(hfU%9Ay z9;p$1cPFT6zfRZv;#s#UMNcmqby4X5%+Ja1a|U-4?YA-Exe?UpzbUgRf#n=O%63!q zY2nY!wSmK?ycfC%eCz7Z99V|($GRp34dri1=VNMsaRK&EfZv3EG$p91f7=ZFG3)am z{o!x}e?r!k-(TFvR@URPa`4}rezf|Q|JbR8H?jgzKIKL|zboY5eMqB@%Yxbp{1$}Q zk|6Y44%#iw5igbfjz3FEZk_z)#OOb;-kCOhe{ml}>A#C};J2n9Z3tqVCkHL-FU9Zm z9Ja9cZQ;)+z*LK0oTT1ovsV5X=PUbB?wrV3S^h9_pBVebz;8!Cx)IdKpa0fWexEWX zf7aT?F0nr-e%{ToSN=});uJJ_(2uSJHSOOkKBrmQLFeJnKkCoJwI{qz1U2o~$)n0+ zDf#cmjs7fqPmJH!F5dk||Jp4%B{y}T9~}v5=totn_(rO8y z{Nm5E8b2wbt{)5_ynzHY?a$lmL!wkNuKxS3rki5@dD^+%Ikwkt%qh8{{E!a)k77SE z3;aQpz>A>9e)%`a880oYk>ShkT9?K6({5(1FQ>0_fj^k=h7g3D<)BBSV-MLX@+XD$ zQ`dLpo0SeKD%y{A`g=yKzv=sbBm8a#_YsB?-y;ZW^q+_2j+N}@{!_EoxFf}k@m>Cu z``ne)_bI&zZwf*56LQcy>!S;jd!>(AZ9+mB#(A60Id(ibrJvBh(S$dKpoYHPq%H5H z9ft-!;$GLq`0kLJzaso$ zoGpF&>hn?^t)>q?bI}jWIhrC&;QvhDClb`qH;-EISX$~f@s%lmsPM-~w$AgF2oHhoS#k#g$JV=MlI3JQE9{rTUle+7yAOnUn!#Y;;udrnn?HA|Xh+W|iWG;QkhX{H9z+63mZEaNbdE%k^wSBVoykFmY~yY-+{b}k z_-eV&P>EA=!}be*=CGf7f95kNqnQLX{fB>;%UxFMJNp+HKN;!2lC8S`l-BXT(S4BF z#P=M6n*KjH`F@O4oc!6qE~M3;&HtwTnq5(^I8RFKnu-w2|fIt z#johFo8_SRun#c(W~9rZtFQ z)hK>LnLXt$l=k2hG%ckcD+y})k2v2NZ`gr@&+pisz9IYpm0Hm@uHfbdqW+c<-U@;k zC(A+0djfu$3f_A>`nXvC?wdDgY@__D{aa3WSRa91N%@@ezPb_}B>chRJuRd&sz1u! zgm#tI`4jMAKlJU_i2j=YIDW-@2(Tae`)sR;!Sw_+?Juxt)>X{Q|8*A+`8^KU#af?g zb<8qG-M?5vcz>dxD)hmJ|uzoQ1YVX<8j;QZZ_z~Vlf|~Yk8g=N66hQvC&@MY#{Bb#ON^U5>|4sj8 zGNE1L95U!{rXO1fVw@)jeV!K!7ws4L%K3$SoRS;zk94q~`tuJ)?GO0q|Md7DX8DJNFdd_ROn*jt4x2{{Kzi0|4VpWP?@D@XCZ%j3P>ernArXtn&Hzxw&Z4$5dhLCh26 zpl^u^4_U969c{My-xcdWE|4wfs#ri|%(_eC( zYf+z5a;y1=T=nC}-IS3(L5=+U7T0>qUeJ3Wu#0#P1pUVz!rMzQ8$lVEYvy|<);}+MS zB4=g&eg8d(1C-H0f*SdE>woPk^Pv56%>Uof{yFN;I{BHuyMJ?t=pH7h(VyUwU7xZ- zi??llA8|+Ahi_BDqf&;s*4IB}YeM~}b^S|^uRs5Kgc1Z1)QtbUcbSvf!Ykb}CKS0O z{7ICtd4Flr?)Jid9VNWe1U2o~?_tegX1>(>Rr{*vg+I-#@hz5(ZK>iPBfLO@8vB2= zarJY|w%r29Q9Tce@#C8!%hy$1+mcgqEA_`@!n{N|f5Qd-amvU{5dEYajB4w9mO+2f zer+CJc>AEa`kvJZ!lRDLq_KaA&z^=zbLc%tw4dZc362fU+Y9*_=^xJjpQDpug}30{LH}AL&V<3L`>3|2Fc_L@A(E@Z=>cBiRv(-xx9|rsLDu zqWxT^^p6N)o+1aG@`f*xJ|)d5;p-B{9#VYh+34x%KTH((SLk~TL5=LB8%*)JJGj z-|pHoSbK`En&YpvTmK#;@Qv&rp_$syj{_Eecmp}U8{zv<{{{V1{Hdzrk6V;c7(ukt zlwi1bGV>|moqO=wb1326Ca9@@r+0^0ko)bC4^247W?3aH3?;d4zpP;7xJe@b*XECjn^#_a}SJL`} zwfrmDngcO@zgPilO-*%2lz@h1az@?}y1doxAM2-Rzdt(v$v}MS`){N2 zr>Ffp;OqB49#g&_3F`N+YEb*ZIgu-t^E>MP>l4CDCaAHWrlNhLSWs}4HShii7wZS> zoogMksoP!1FP8A)2^JwJ1Izuj@aoNqSNeQU_!C<*yMD&Q_f&smPbvK~f*Sh4>z74J z{yn`Ma$US2_FqHC#vQ2=rTTL>lAn^Te;~$1`7@RObIsg(oXDA;(~nmKQO|PF>+Ab7 zV*L>Fs`b%FLr*w6i}Jr9yq5$u`e#0o>!B2@JAX6!2hZPtFa7?twdIFhRPHZV;KZ)! zHT{Ug2Nh-=_vsevLg!CmKhydiqmrF^ep26lt>a&vKj_Eb3B>PPf+(jP^xM1Wq=fk+ z?5EQI))V#jhVT*zLQmx2k(|4(GVgrj{%rr-KJlJJ-dgQ^J_k< zUOZ|Ow^@{bd6ng()=aei{HKzge_&3^_nZAk&?Eje?Ppts%a55~;cgyGe(j~3)H}(AW zMe+wD^Jn=pDnIsrQU0{rPow*@M)bj_GySM=;pE1}H#|7L=Oek5AgHmw-j%{`vmG&> z1DfQ#FYXVQF1oRboww@GHb3DN07S+nliiBo1j+oSS;oxS)$@1n%oE!^pVnN^x0ZkO zKg#&UPT&_Ly2S}<>fi6pmqb>S{K=zT+)K(?!L_m4e-t9TVgxnz!*|=^1a@vmg=NVV zL&f^R!qs0VS1h9TAB738C_#)9WHDIIKTN$d{MbJC>*D;wPruH|UouR6&&HPUiVy^! zGJf*zB~i?V{BPuzKcxIkJ^1x->-nzS5|IBH$3-cMR;}u!KaLWInMF8wC{iPo-Xu1t>gc7G=BwOiv1}p>d&6|E<+IWG?{g2AL#v`8R?IlkL3??)sG*n#Yg!S{Cu3UHI*a2YY_w;Io{%ryeRD-lqLja|5Np! zQ=af@64cngsP=Ud*oZb82mSi-mN-B2Z1#n_CyS{5xGNA|4T5>Vn5;h;v&S)SsnLzx z@_X2@OI3G$ZM$M%3r@*R4)miUK@EM6@Mj6q!sEr;tvGN&tUort9Mfgx(`FoGjO2&$ zJLID8e<~4Oymt;h<^27I_I)G8-a0U}S>-e0{(S!z7y7Ik)zoVG|K9)S75G(%el>!6 z`x(3DQmIKhj*0WLms8%8X{g%os)XlAP(OZD@6KeVK1f7a1g&p+wu8{r$B zU;d*KaqKno8?SGz(zQxI7oOi*3(s#kwKPMcJkGzLIGVH*ikUpTk5Qh9gPoba8Qi?mgR&C+`8Rg8L z${&3a)BCSb@-L~YFV(-MlE1BxOW*!Ao9*_e^LG(F1iy;E{LX^@KHa-x@VlV*pMdhE zZg22E4}Y;)1%2q3qOUcnev^fMLLMkTAoN#h-|pm(xFXlz$47eDj~?V79QAWh=TBAf z*V{<=SA{;HJt04(zTm%J^+&pl{9U7cwzT-$b`k#H(LNv_{r&3%vY*Hw_7il$55oHU z%P&_)o=ZMOtc52Z$$pDE#nVa-+e6pb2+!n zXXJ2mOMO+M`tl%sROJQ#;}-wQ>(q4*j053s8veP#FUpg;ys)Qgdr;zSi9Q$pje(E+ zEcUPw7yi5T`xqEkD(?~0r2f!N_+N)Ur`AV1kss)RU$i&KQHh8CqyEsJ!Cx}Ur^f5= zJD`4XjsfLU@>lx@3tib?H~3Nft*iSESVu>^o_~Zv59PQrGve+3avd%9J#b(jde5T? zpG)=^{_#;>rM=Zw^|AfZnQkR&apb3OPx|sI{Hgj1`;Yd5`ojAv%6Or&upbJ(gP^a^ zPvNhe;3su_W-4Dn;U8Lwk7deu1^(LA`a-$%`hxG^|9jzemiKBnzeMA~*W_>MZAyoK zycd%dCAoJ zDv$T*5B&||#dy@xKjaqakRI{S7u%EuU8J4xkB%_-Q}n-u$Vbs1)m|uJCt*L(eo>y( zVYNJZeh^0a5r)1h{Ny8jRL7^tAMr>Jc_1I~gLoyZ@&kN@eiEy2x36FFPh)xI6#4X@ zD8^soWdTm!GKSBX9zAV;{`!2cY*5x*86oBqjZ+M^-v}}OYbVcV4h|Sjexy#X z`s0Uulz7!X=+74cAL*6$QBcem{=I&Z8QQ;s5B@TX@}RzfkNoW|@4<8s{pkzK_@uq^ z9*BHy4e#?P_^!O@OW8o=Y)bl6NQ?&{H$}cRM7%N{`TqDuf4&0zLEjKY{(y*A%8ULV z?+@U;jhdqT=zsO{g+3_qQ00X%;z4(7ia-RU0?XQwhrg#rge<(lnC68r2pu6brZcGSDD(uxrg!TMkybgK(N&OA-)9Il>r!DE-&B?_KESf%2mMQpck| zgMMQCm0r{<#t)DW-s3`8um1`?3^$+MmokIOW6j#w`ywoL6*Jp3|0y^_E@ou3>t z-wb0534c@9+4bJGRq?To?MPUf@<+WK87<99x3NjQ-EG!|@I!r<{L*&%Ob#MAAAxf= zMG+zI*PPzIj7?n;ZtLrFm#wGo-G>~^UhklK-ysWq$9}SAzt6jJi5Mwv!Bij59cP5U zxX^%~OCLNjkb?})hhRSi`N{GA{f{R~zO9#?z5Qyt@R#dWW_hLC{e?bI z{^oz*FG?ryvr|HxN7U|@r8hlgrU+--?e1&Ee%qw}4o#nLQ}^p|jvME>P#!s3r`5l| z6Z@U0mpzts^;Uwu5&y)V@Rtd@gzwhkV;@LAZ!p5YO6SF~-=jZogZ)X!P1AlnhWEH4 z70+5Bcjtghj1j}>JWKQBbv=as+t7E&ht$;aHN{^;%p04BL;Ia!^(dV~%6-Fu-8cnJ zC>Qh&`YgxC1ti{+aNhxX{ZqMIwJ!TM75GNwUo-5~E=Nc8zI|2?+2P^S8dl@OUkTdB zZSq$F{$Ve$PYOB8@lLP$y<|@0@1ztVgj(>``_e}ID`)|(xW~64W#TbLoi|#A@00F0 z>L2|d_(y$XpA>w`@qWAF!x_#ipJUG{adYc;*{L*yc5!;)_--qwhSdGOHk8(eJ=SOW;kyE`Q@qS zcB|%>O2YnGCqJ{;uU5v5@Qtz7sihWJYh+s^Gfr6s52CI|Xaks#zG2l?rt`&qZT zS^AtA8X^3>ynGRt+uNrir{sq9_rJOCD!-jY1eN(nNvr9DPdngS){ET*eiiy&l_2bZ z9JJiGb|HVsu%D6t(O)vwX^5Pm{BU0m?YHlj-P2$1Rqbyz%BVR(jsE+dnibDtM~^A! z^)Q45P<;2JL!S+3GhXPw6Me_{0R4&lIry-9l+>$#=Ch+8UlQX_n-(25S6?ws;8!Pn zXM*TQ<)BU3gQuk}yPPVyTt3T2Qv9b2TLLTI9?2dV!ob<7^eC=FlxW^s^?$u zd(A__-*iICdnsAkb0TM0e@eP6-@UJ0hcc>55PB{L&A)^tFn>C4gK_TrDMk7}Uu*q+ zg93D44)#~MFISEeIV<`9{(U2i3tcHgjs5ZOZ*z^UdM0%`T}u-Fa%^~pEuWeV5cTIm zc=ZWF&*fmy^rdf^Ik3a=MqTGK=tb$@!bf&gTZ?N z4Jf0A1oig2F^!+lFRr;Uv2?fI>iENm{^Th;ru9g=C&nKeuldD{xaDj${|Z}X;jb9$ z*u<_088xC0n)c(@zjdP2&^u^Kr?8t0?YzG4*ZgC5bOD;7{_I%3?@8aV2!`>)#Bn)? zHlA!J@Ea4|CImJ5!mq{xdfz zWLu#2df~77*xlNdOW#t@YZ}R)vNgdjKD3-8Y0B~42)~!XefOr6Q8R*APmqI_^X7?@ zj|Mdhx-ZU))@zsZtk=ngqWnhmN0h6)=AY?z#CgkrwG(&d?W*qE8sRH!1&Q|_^y_IY zi0_sJHSO2pFUv7tSFtex!Q#B_`~nk3mmOQ*YW^u(G0&W4IWM4&A6rp^wgfTGl7p7> z!ZV4QCWv+}2fa584jgHA+J{I&-7t-MHX+rO2cN2B6<*dFiR z`_}ip%Wlwu;rJPQSGAlwOUQ31;jJPFJ(Yu={r`z$rh~l;Ke-XfUQ_(jjGJH_IE7djUxyH$?gMT+}QZ>Gnu4=qzi&^MBQudUSvhs;s^{nz>UWoAx~nw-d4+5bKk_wBKd zoi_Z-!r#1J{u3ypUkK{^uQ9s&s@}T$suKxs5eXicB+P6I-PzqnoHJYy@DQ2nhbmi8f}2@p-kT-(13* zM^H2V3A&UuNSa6Qg`xd~(R*Rkom;6tX7OIlkL`bdfB(;@{-{{O->&|=(*jDcn4qTr z@j3VOF{{urYFA!7V#?_D(Kmu(+YDf)a=R(1b;Dd8<62sz8axa=3Bq!CwU z7D_&TQ}|oRvUShHQ|nzgB{!6xk-wGYl+hmqHSO1Ljr`u$8S zEB*exk^Xx=F12=I-IGFp|ESz&!-g)k(@5VOi1Dj(&eZz#zf-Roj9pm#K7;=0->Y6t z1>8zdKmN%5sOho;NfF|`(sqH#MQ!S+`G#6l2l5@*pmvRnIaU2x zOL*%DYV^nVucGpOcY1HCFvTnHO*Q2dG}Ir=pHO~f{Ux8k|C2J>M6dudme-HE%#4)x zKcW*dHn}M5zcg#k?h;FFQ`;4CPmg_D`{X^<(>|H(h_U{V05z1ECjs z`@4k-@)tqSk%N}?!%zq+xAh{zjxF3Jp?uFKR8e456tIXzwEmrH!>HBm)<-bUGrf_(SI7r zPeJn!bSC_+`D^8?+f`k^Fv71CwaIQp<9iHxp+A4(Px<~sP&5AYecS&9n-$(FOMH`S zV*EKKGRK{}VP(?Dzq)>QP~!2@onoBG8MdFTwEqqM_5M!wQ$~RVHS+h1b&6+xnOu(s zwz$AB&bIA1;OMcP0|oyF2=5?4P5d7f+$Unv(83{q( ze;%Um#|Y*{#`65qS?&Hy{HOn6q{=Vnr8a;JXUzPr0N*_Q_(|q2>N^2SNWheLqJ~)Bo~Wt=}`3k7KgkN^uHWEkCrsw2oiL8SH|6Hc;*9dC(w{vrQ$KWps z`6~OLWkvsSh48Ktgr3U5xO2_Ir5?2Z3;y-{XKAg!w6;HDORS&h*Z-`e|KsnSgFf^x zt>+&V{NO;WE8u=P^1VSnz7VuUgh^Sy_5H0*oyOjg>?wVZTa;=2zMAU((@pyRnV@F; z6Srf_Yv$>8;pFVL5zI{S!Iiotv>7y7)c-B|j`68x{AvoVdS5F4YH$9q29XTw9DHxp zOb^Nr=Y(bor5|?)YV4m)rB~0TE?@1AM!vnxYE%4()l+Ndz1@*h&~%%Agb~z?Ure@1 zN&nZsHyBQQM-nVTPzK8Rtr{7=?5=g0InwvyGi!Z0eO+BYxJ%#ft9bZjd2ivs(c)Dm zjXNpMkBn?K^zN){tvM1!(2sir(ND-hn~?VM_>sn+sMoaKpRoI%+@DbA-%9&WYyaaP zXh-EU|84tbZlC6yf~F|?@qi%4NpjF~e#?{gzfk_#mi@0XoRV8@ztR5n_Ya~eqlW}x zr{$pK{KOpH`gM33*RMl#>sM**Kf4*6pL#@mClb`OUsJh_`=k-{UO;b(pV5ERux|DH z3H$MwzCR&|ahe=7_b>iIa-j7SCyGB;W#gBH$GUI|{%85eQbsQcYWlzC(wWmzNb#OI zOWwXE+Fz-uYqn>opw53`S6>jm#(sLwy6{%wJMYf;{nAP?{%w(Res`<~r{tz*^y4`} zZTs8T_lXot@1;U6X?-shbfDL1?SF884fxGUI}CZ1y8uVN*7cv}K*+_C{%%Ww|B5nt zL$CxgruzpWwEl#7U84<+F5J1Q?q9#A^a%tpPLYEimzqXP<$G;k*|TA&*#CC)8n$$8 zTn$diO>y)io}i}wz3=6_Ant!4-xq1T{{cE^|N8YSBl*pz_K*6%L+u~=8sQ@y_{aTl ze76oiSnS{H_ut=AMo9!U{jblMq4$|{|MKo@J_m~P%M+a@>}oc?nP~sk(Kne;FYwn0 z{@>A$4+Jq!kb|zvJHB+vdi$$qs z*AF3o#s1rKB4@Sz66GR)WWfJOKRyxE*k5zq?dO;;ogYH~{FjFZmaT71;Kj-uru;!yH7=)v$&JNzt+5XL)@QPy71th zrS;VHM-x>f-s?a;$@sqI>_1AaM>u`TaQM8~|GSes@oe?PHY$Cc0QL93i9K)TJRcXiD%ln&IdNciv**r%;MAKi$)Ql zb9gNIC-RUT#B~0}hhN^f_|1`NLwFsFzg8bUFxQTJLnrp<+2w<^UgxIp3l@L3o%op) zhcwB9h5yWa^1?;e*#5#lO^SP^+aFpBe@n``hU!nKx5dAbYA5u5AN1>B@XMgsXVw26 z)*Dt@{3~_kIKQ4Zg`is(;U5nEpD@1A`*ZTM-21O5_}BXZKv=)Nqv&fso&Tj|2LAQ^ ziCe69`0_gB-%IvS3IBcYkA?Cm@+!pj_tB9b;`Qw%wR~iJ@~4-&yjey2M0&)dc`5mS z>+i5~3c+VBgg@vLG+#w|mGYF<$wT#TtMF4&(1(9o&_(&+PYvJEE)lQrmzlqo-D%Ir z<-ym>^`D{T7{1HmKii$ZPjN7pc?_>h?_Z6P_1!fa{MR|~L`!@J^8c4l@z>Qz^=E4F zKPSSfzdiVK20!rc3x2>a?NibJ7J?t#qXRz*KKz+F2>-v>Z-)Nr z?U&+TuCCAr{rxcDqr3_|Tb+M5wY}@}Pt9LuYA^0e`Hwf}@Q-GZhaB$xOV1{cDmNtg zG4kK+DEzH~pVZ|AefSdte=;AVgYkIPv*NV_H-!k zTGu;I4qq?6D5U~w4dTIn{E}GW)F6H}#h>ZbzT|JR5f3H*W$?!c{*?MIC-~Cy1Al-O zRv>H~6nZ{nQcu zMp2*87wAVWi~sa~ihW(&nKy}k9Dc5=CrAHfZ}A`9o7$6}ze2n;#e-ku4|)EwC~0cD z>%Bz#!hRRx_2*~NA6e|7?2i)mFLirW{d=Pv`gnX-_{k^a3i+Wupng+^2eq?0i*(RW z#KZm~KkyI!6#wPTg+E{TUj#kHpI&WUeV{#LC4bPWzjg4h&`)NHy{#$u1OIw?!ylzW zuL%#ZoUf=X>J$BkVn0>?z9#xI|YmMadEcT%`|9qwG;9lE13;Pzk zX@TR>c^!qm>d)8c`GdU$|N8SR;0N(*noOPbci;Ys|7H1|(++cfa-aURukhclug^WV zyvHVaO|WeSKR#^FHj%&p7HVcfy>JdKkF#p1X2J2DQ=I z2kZTV+gaq@M%ZspdS3$aL-`R#`BR70^6B@Buzrj5s4tWk^{bCZdr;!h-ZS%@^7L<> z{Qlq@8c(LPtnbxU-tUmdkNW(3l73qJv1-PbsmIgEU+!<|5A_53;1BVZbp&}`9{y7i z5C6spqx~Zcc_1Hs`C;!6kMR-0sr@Zy7Vq&OzP!bMGyJ*A{#JGENs*5|M|wR!pr^?H zd*eB^zV+*iWr!a9pDX3F<&c-Yen9VYN&?M32iDyXukfQEuYkW~R>?BnQu{|CZz?F( zp;Ffe{BdKvVE2vwq^^H;e52P7=&RnI{C9t`PG1(a{C~(_Y_)Iw#a6SzU+hw9O89cd+H&vQ zeFZ+&;d&6hX1&~})ATqNelG0G44HmO!e4x7eS=mG3j{v)A*vI8UV<`cZeJ^yP2E@E zc&Gl6>?kb|PQ5t0`GFpD1wPghQEm?Ux~&rUxy^^Pd-$j9$lzSvoL&y2j!`q0;)yT7(u zTvEMniFIhKQ)~8%Ji_)LkZy)$U3uj3JqG8Rx6#g&~(blt0Rm5)7U`j=7wE zc>TA6A>zD_L2HrP(Rq0lhNbum5P;oy17&z7X25qOUY3F>$@tjgzJI! z+!B!g8Ogsa-4}y?xVR>S6zWsWYJAXveD&+5*q?yjYu4-eKUI^Z%y;S(yZUFO@YlPc zT+uTpio01&|I>v-IT~)i#GvPG!)C3|6|eT=M&?goe!gZMzItC->G$n8v1_RRmUKLC1K4S0e4?%gKrWRiL&!l6 z+BNR_goVwnnsjJ)B%4L?dG|LAZCYliD1UMKUWTBi{(}qmll|Sj>@#Nm{s`tp@vD~3 z4rz0|zre@&4m*m6oaCUnX3ckO-MsEQzsUXy>QemQC+(WuEw1`ID@or=eTyIL6Bo-q zdAPrr@b1yGZfD=SS~zY^a|1u1VjU62y314qE&zdOV8wW8~z^Y#7B~o9uhv zX6Z;_ziZL=1_Yt!a?o;K)pj0TG5-9LbE|gJyf|~x5Z=M*-{O43n*ZI#)4CCyCpK?u}7VR$NXT-mft=Sd!1M3#n^6xE%!9-Pn& z<&X0=uwVN7y2!|lGSt{Fo5CgHrHS$BkH!qxFZ}iG@tbq_-6-|ESR=w~Oi)vQar3&p zmT=w<^83H-zKlEZ-Gm_K6LK(Yf2KGo%1!Y%i*aEf`J1KWhVpm%$2InF^K?7r z*zGA_lUs|gq%*r>o{M)%f!~aNG$#l>mxIBl_CJ$+=)D#6KjZ1W72q4SpZ_}kQ0Vvv zLa+4a23is$u&;Xim;77%>*;sgV4jq2SGlb@SKn0qMYp2w9t1TYHhNE-R>of5G7I z6Z#MPmyYm^uye}#le+%Vfimih z3^lM%yY{pdtcQ-862JI67bcB%bEZvG*EktP%D z8rG>n->CdX^N%i+QCEVR{yXT8adE<56vidf$X}GT^pOtwr(gf>MhUtT)ab9>#NcH1 zjPwWiU-A`AXwQmT-T&gg4fI#aV6Z;q@Vi`MezT`{mtB=IyE6 z7br*Z6Mpc%0M-X4)Ogsk!BIC(*_ry%4^M)c@~`?ODN2IBHt4V7ub_n0^#?j=SJ>~t zccc32Ww3s1gzriIiZOrDub&MdMo_&L$+C+3&Ob@%Oz z_y<1P^+n5h*jgOl2h)!U1kumPK@b1WPo(g_PCWB^e@m=?+cxM|XW^VdoRXV{&<`(y z=x0-cH$CE{GgGD?S=uX7%zxXQ4{iC+bya_?anwT+?X!F`l5N|M2MBF@eEfJ?3u*{)}mnWvzN&X$;~0Ob~h|2kk!E%I|#r88-Xa z%gf@v!M+V1v7hc&7xrr`;f*7x8UMzy^#|F!L}mRE-+y%d5%q_2Cq&M0{BP9%8_9ng z^?#^8y}ukI{6M-d3;oyY&qON7Zv-{=C)mIJD|U68L%S89gN47Oh6{E+EVa~A$bS;y z`4GfBNe=qu>-Ag;xEox5RpoQyy{m|}30r2?@5U*)=@j+Ftk z!^Hf5@u~~E9pBXw^nWG1$pkg_qhW@*_t<3eSCWO|PdeuMbH<^H0^dk}geLqYE9VHx zb9}cBKm5D?&ZbgE(+FzxKX}k|*ZAMIb?f6b+g<`LBBk9$s8eyw+B8?nEhS=i6Fqi*k-Wv*j2eXQRg-ydDSLHolw zag={P{a8W}>ExhKKA)LV|4laAjueX!^FP-m7u+XaSN+v2AiTxj;`>FPx-Z$%{yD}E zRd&}d`TLx@LjM*L-XemU`tv=I_*%mJ5qx3(NXZTB5AuUuOY8gxbTI$Yzq@Uu|K$z* zRrnHt-w751L3#bdt4bV;Ab+zczv6G!LCDXDKKd`{kN&+oBYcG&{rJO{gUx01BbuPb zemFIZ+QVF?kGy#{&mLc)Q#(=r>j>{pf{>FOjEkD{LAv=QF*M(RtK$4i z<@A#rV|S)~{)G0g-~U`sbT<%0JBzXdA!7f3{+imY%hoS#HNHYe zU4OJR;|LdlznK`>Mo?3K{N3|6>{aVK*=A(Cr^{_z*#Z6&AyQ7P-sN;p8ApTK=Aq_ejDq5kyxV=X@H zx3d0Mj$2C~=a(@4(67H3(RZN!2l)E?>N|*$odm(B9Q3Xq@lI;~DdcnWbo<47Wx2LT ztX|Z%1E=JM`iJ>5w0%Ol1%2BK`nw6w zpP;7yjQg$sOE&C?@?IXwm3ctBq*JZ!h5gw>czX$I?3Z_={vk~HeAyNKzy3V9k^CuJ zvH!1c|JLH8{`B*IBYY$I8{sSbn**y-K{{LRW47fe*M9nOl%S^nY<{ovLsopK^4=Kw zrSA0J7!3zZ2MF&lL2duPD)N>z;u4R%(fhjaSHJL8<3&EZTt)pIB)mfeG0v2OmiLmn z(fB(j#bf*p`qq`-WXewXbLrj_1r7CIN%#HvX8>h%gdpsEO0e~#rxM0*(7zuWzp3-D zwCZ0cT0e&V>BrB(1cl;T9LFZ4={@SJS{3+(oupj#O%8nD=69hH-6Wo7W zqOkvvpVEG8IVHEU{(fA3pac2o*YC}g-~mC+`c3elRmtqo!Avghd+&+&YO0LdGjehz z_5Afo!n;UNBY#tPhv(AZ%e@vnD|?Uiqxga=lgA(O8ptVVIz>M&5Y))eb4kHBYzz6@ z2VZ)B`=<#nh@eJ)J!2Q%l+5IBEDyz>m>t;aTB*jO{hp!k=Lu@;xA(=7uUTt0bM2Y* z*Mz^~j=gS&7yeoGcXF2S&ixDiiE~ksdCjF#lXe^v`~P^ao{}5ZKjx39KfV52Yd;>qZ}@iwm90g;7De~|3KaOtrZr3OXaM_SLpZ$!v4T70O;SMAE5*__QS@rX@nH# zwbd>%@w#aLs~#`Szr$?Dfp5gW(f;>s$|#JWM*n>#RJ;F8|D)gkH=++d(f-rge*+)( zE3M;41z&%DEz5?Sfwe|`T{?fJ=`?52kM{}Y75rlV-pl1FX zd@$ghG{rh_bThySkRB8?@-n){-FsJmMjs75;jE6I9ukA_JEpO} zaaB6slmf4n$z z*yo{o{_GKb|3I)9K^a)|5BuNs==-MN(EUT+ss2_U)AuI?HTvhDu<|7HqW!P36n}l- zo{ZX ztXnhG^#kkb-z@x9;$Ae7GnAjv{&hTMlt56^|M~n{8S|erV*N|+r^Pz{)$xOV|Iu1} z)Qf)poJf4XC0LN43~XO@43Xybeom??>3dJrVl<*fBNN;@z-iTmp`06j&Kj0KIopcb2@RbS^X8GeT0_Z8{n{Oz{Rd@p&B{^lTpW7DX==)b=we{0K+d2z(K^OYB$ zROOe0+I>-in*JxM$CIa0E$?*0$|c@lONjrGnGTFA_m3B+pb7qB^M7kU9Lg@ZDJ_q$ zf2(!3NHP8?6*eJvu|X{bKK#tufDdFW-+$eBbiai2_qpi%u-_Yx^~~ce^dEk9^AJAT ziJaVWf6Zw~j_zYi92W1jH7T<^Q%nbS{mEMSA>YjwKYJAg|3>&|ztBJZ_$M#%osVEC zwfug&;=@J%0s4ylFKIP>WC#8EvH7F=-iFeD!_>1FGzTW2<8XFvi-|)f0Km$cZ}bDbpIWErM3Jn2K~P+@m++Vrv00u z93Qb+!R5-YZE;nMUw4!k)-razdj8Hxe-v?;#d|-Bf1m0?en$94{zr-t-(?AE=6`-` zJ6vS5y3~7FYhe%@N%hhzPoaPA7w#|U7bm{_frEy<_K{SI-}n zAUu15n(>==ZiA3=A2hGV$04Dj z|G8yXr1_;U&Vqj<`C)t_G`w^Hx#mM6Rl1U35?9#K2ru&^pu-?un*fVCm~O25vU^)h>R zp+DB~FFzhZ_?Kozyxm`}Bd4Irf#_BwsF{EIIl4tlo*vh?xjYCF`=8_QZE$(Kysp5v zmOkbW`tt{sh;C(q8vXY>ef71}f!@2#P7J5@y%MAQuh#MJ9|-;r>)t!9N_;yKL^_#W z-^tU1*og3Rt*R|j$A8NGKl?Px5A9dqe;M(Q@dxa>vi_G>(Eq-__-a=9i_ca3ne&Eg z^Le}Fw>{P;%;zo>Ry3I!IE7cV_#d6lkAw}Xl-&DQ-og_93-@imbf#O0ar`HFA)wr< zU-(7KeHt(RyS%Uce2EwNcT@f2>HSqH{U7`RX6E)UKdCaihZxZ~kV;uqhDiynu#GoI_K3h#5y=Oz! zE=`+|KkkZLDNiHe-x}+wuuE&}4V#@~6BqtV;co}$?huysE7c$3_4-lK>FG_^Z9O^4 ztDHaT#^IlSJl!Wtafd%?nmg}d@yF=KEqZm=g;%in3v3|5O8)j7#8Dr5dBIN$;vt^~ zsr+G<;fg?&wb}^~2!N>WMErS ze%u>Ed6ji6yw{-m4_ES6>jU%^{@{-_mf;*f_`_`Yio<8_Pdfc}}x%Kxaq3?+2miL$&^OXL|=Yl7_&rw~}C-^~ng+Bb-*Af24 z75eaJpPnN<)(`dZ{~nh8SJPi=d1n>*fgjW_%8z>vkdNLz;vN~|75eZej`k$`TekR% zO)vCUc~7MlpPzCL?0HYJXZGAV#oj#aEc}mB#SJ$m@j|Tapy`a3nQ{#rX8;0N`MFyeu)Kc8BT{4Fc%Zg`I+ANA+XLjKTC z#^;MrA(j)&RmiJ5Aa?5-qq6d$ahu@bswC0sl z{5wzYA;wph_9)&TNH6^NBY#C7s)+XY@8iYH9CR^Wfjq!J;+64RO`)%dZ)Vx=XsNv4 zva>zM`f-tz0Y{N`9PjNErZD6?jK)9USIO^N`-yn)q2R}|_!N66zaN9J!e1Ft9-Je> zcpm)f%ZK)g{QsSvzCTJY=q#~}AKiujcxC?6ShNrDr_j&L_2)~Jc-XgZ`_t6;h|eeb zt3|(d^LbQj7`LpS$olg3QHuZk7TmHAEc<)+DSE7RCdTBzSWmknO{}r zOH&M5$7aG_rieS`y^GZR%Kp`<|AhQf^9y?&%M^d}uxIEW?1UU)zf$9?;{*M^HslGq zXwRwJqpDBHANmM;26_l9<*^rh>Dwp9H=qmqi~a=TSLBEHMN;b@>_-yQ?-wFpln?S% z@`JzjScdW_{A2u)#9pnKP_5*p>SDeJ{(+x5fAu{w&;$Re`Bn2r`$j%lPq_>+KOew< zNtu7i^Eu4N6#P2k{WpvsAa9J%kq`Dw5D$J7{?+{qC0^ei)%^y%hXDDcF29Y?U(f|T z)EDFj`ug>Bq(^)}hb1T6%6oE@XZrN$Y5Vin7xn<}FF^hXEBI*7u-`U3KsSHV&&N?7 z1z&9+;0OIJ%9k%w`9Igp?JnLY**tIP(di$%iut~Ny%O)6Kpy(>f&P6NMIP$=dRU(U zeI;IfpG(nawZ4E4{{Q=X0pT0FX8!--djWMwVy)86UEX2&l;sXyd0J)n>f7ocFHf(k z6{lOiIC<6ds@3YB*~`7^c-8fC_8RQP=6Uf}Hb3{zigij_CN<5c?DXs9%Kk|dtDI3u zU^!0^@$Gv7jR;?}Ud;=7Eob-de62R~OeFKA1=FGZMpxT5ZiQGc$2uyCquDR^t6o5U zA9QZh>yInnV|R$rjX&+Kn``5Iflq7+e-N7WYToL?2PyrO{VzVSJ8TBwzkP7|=mR#F z6T61{^+*RgXixZ#eMHDjLqF`k-9KC1i5SX>n;pQ zWSzdmwW#z@r3T;PZz`s%)B7pUE(w46Z42CA)wNnDQGTSy zK9xrQY(m>7iT8~W|A*zgeG@?+|ghGiu*Qo8}=EUbCY`B26%va{MJ-| z(9`GD1J?{Hq@K3|zXhm5z^5GaeZTdEG_Xl%(wfpYgummApL;LOlhsX>A9Mlr^l@Jd z`-N%UuZ(r~O+PpKtk`eAoZ>Hi0Joa{)_?VvS6JX*hx9)?-~1nmG>=D zX5HLy)`;w1);nX4?ueQp^bh;{l?WepKn_ma81{-e=MLz8!akfa!k^Tl*!l{4Rs7rz z?>efyTZZ%dYH><#NWT#ITLb;^c3&$zer)}DL4}UL*zd=@3G~a-j|v3QPUN7+)G<$_ zZ4Jf+Zv68u`l-cYd-~^~C5e&ZzR6QJzvF>j z+i^;6SpG8&7fg$3tG<_#eM{peS9&zG8b7MQ`!hSLspnN5$A2l>rIKoY9Eg#M1Yu|8 zpl9QkAEc(2H`;8Dy~#RIym?#OQ#0!J<`gvKUw_^e{zk3E_ni0m_TaD(=0OO)S*mVc zw5+F~Uzxr;5!Bd!b6md|$+LW)s)cSv3V#Fj+#UZoKT7TYst{gPf*KIDZqNg%8=Y4` zKlAcMTyAfldK~G{?f~`e&*;94BV|;Lpl19OR;B0zX4_%jME8opqW^H+xO>R8d^N3Z z|6w_J-+@!k2!Ctd4<<~wUR>R`0^fjo{{OxI$s)>Mo%pUnP-8#CdM6!|_~M@PPek7n z`u{m^jD6PzmjU!3>cJmJ{jauI19fBIx>fc_WrThOmdKb-MF0}CyF zFEzj0C@P`ZS=N=lJC4lwq-Qp@{eW*kJ^yIG=$G~Fw;tuo32N+TRIb(U*tQWqKR_OZQ~u*D z=Oa3D3W{@74e&vQcK?_zNz2>0IGH?e2!CsxZtm)5KU5umLT-S1`N7``%BAdD^ ziocc;0>3e3G@BsiF>;XS*q_WiHXQ1?^il{rOa->>Si6E-b9MaYMtEKX_2Z9*J%+wa zSLHg}O8Do-|MW-ZpQa1_fnKyHeAo#&=&|dsM9J2+PDJ{cW2_tD$1M3g>(umLIVCqW zp&u>rL4|e~%7sbxarNJKHQf~cGAEzgonw3b4jjpv(vM~YHTK`3+KU(|nB<3k%{FdB z&W=$H1U}>rsF#1x629W&+S3g3x7;_MVK4BT6WtaB(a*_2@3}diNek(`FxCgQ(|KV^ zZm55-AJ8BD{1iGwq?DPZc-}v5&ezYbCJ1GY({)){#4*Y&*sKiQ9{Ojd8es`GL zgj3Lvf22eIqpZi*7Wi!_0mdgbK#=JlYY`(k(0h;gj`tpstS$X$M-cM~Ip}nfy=L&& zkcr~quO)5m-y8_}V||~pGb}&+y+f}0`vRypz<;kl)!&!0UaZA+oNH}UGGF7c1l3<3`V~*Yhn(eL++p_*EUwA8{r%7EW6vpmX7QF&MlT#A z+J7hd-jkqa{BCo;Xgo9DuW`oh**5XsrOQ8owR0U9E$}-NUN?do;IuYflEi)3xTw{u z**=PBdZgI=#HYhK(siL9=$|$1-{W!4kKdfv-}yu5^#fede)Z=sQE!0%UVrL+eXN^< z|L*jo2SMnm9JJhbQ9cK_Zl-wOpRf89?xMce2fBd&PTyo2NBD>PY(5_Oupg(Oq5dKr z#@9Hni0{4VM_+>4`Oi!Kh9&>0_zQ5Nc=ML=vsWg!5%u4jzV{)h9sg9CcUFo!v)X-{ z?GA?dMPdy9V|DsgoRS;zZ}aNyy`zIpi2EuPZwyUeyGOqftu117ZFoDnl?L`B7nVa)+^R#eOhb5_i# z=wQaM3PwZ(%!&yNh_2zAbEbYh!?=6r;Jf#E?)~_KIz8RhU0q#W9jiKzD8D;Zq&LCL z1Z7~^fAOLF(i!M`$G*E0W@c9XmGq$Ry$E8QlY_oX$HW=>TkA=9UIfz{g=}D56FT3)$jjj(mX!sKU#c z=1E^CPBT4-QP&Us32y*FP5ax0K7A+I{;1+xd|C`c{|{>LXQfLm3VExqRRHSNAjJbCBpixYuKC`ACQIaZZl!pc_z6KhmN9 z=+9q#w zw>+M(wDoSWe-iQKanDlKY6$%gx&i-<{!ElV?lGc#-~sCKaef5;rL_Mm<=hO0Tsc_o z&s5|ne-!-~PY`-q4%#2Hf5syH_dn|v5heUJjUJx4Z{2ZR)PFSLjU%Yh-!n5bd&fNK zz13_KKRhPW-Fp%0{?!=zK9(Tn>2gqGZyM%`aRu}Ll+Axte~Y-kN5xs)|G|IUAFvkR z&A{K`1j=Y4L5=>fT|fAYg!h^-FH!9M%5rPVM>^22??1kjU=l&i{L{2{=36P0)}NTy z=-2O%TR^@1qI~qIraAOu z7eS5u+I7s9!0N_TI#=rBUABtiH;<`Nx7!+Z{Wh1r&m*V>=Ka&m*=FxMQ7Mc;&-LtH zE>r*d13A)xZa_W#SE>I%e)awi=Tk!fcrSiZ-ZQ-p zW$wp87up?A-~LFKm3~|_U)1-k%kh0F{eXOG+Ar|k_0v+sboY@h-~J{1<^ zUIKp^;V&nMeLgv8x2ei|#+Sc((jtDN@OQD;(SOj&QEkNd4Y~pUjeeYyTj;;qQk1`f z%3b+$`LXVmKd_{NrT^|Mg$jT1Db>IKtUpq^ehC!*vh?!1n&{q6P@{kCiZ%SeYJXeT zaMp?2tQy7td9};5i9YK2!y5X&fuLsm37gUNnRK#u>dm&}u8aNO%l7kr#D8ncDYqrXfOOJ8E|zANjOEEIp#vVKwh)vu%P0R%Pj<9G1bd-jyhzc8;`M*b>OI)6gF z6#I_6oQg9XfBx6?tA76){?btXM*6XZAm+JpFtEaD+22~_#mfRShl=yZKU&VqJZXtL zr{tzh^kXwYE&nne_`u-r2Kop7>a69Tk-awh9pFFrKh@uXe*U?Y=-x(9BfkM&R}!Tl z@|RqQ;-5r6E}gcD8>gUQ`~BN{x7Om@-*qQ}ox4o26=&dIqi@Hy2lrv!Eyod~g1L zZ#K_o&L(O$53=|ln90-17X?CRPvv30c@mo+9?D&0d#0xiCh;^+&GssN`53bSPol4| zHvvBi|5&x=$~JF4n&M%voz1*(`qG)~y~}g6d5hUz6a5kP2*?NbR1uH+_=v|k4Dm|X zhU5PI70W!KHOG0cVt>_2*b^xBN3dsquI$su_IWtp!96F;mvCWlV9Jm^Dy zNT-yaSJ-DDjQA#1eX?cp^Pu_^7yLzju>@cywO;yBd<3+yg{B8<2n2<l9zJ{I&T_Fwfyd+N`R;lBj*qkafOzL1|14|^^f zvX8GI__1zWyW>x4jiB-z_?)H^Ev%_o8q6NnUJ@JWY4MOm&h*Dd&(lLJFog@{uC4W!5#_tM)CuF2>O%r zSKr@kxc>ZOoW=gC84oqArtTu;zsQ&!GpZtO7^*Q!w^z?vE{XV>Y zUtOtxZVvk@$UE{w82Le;As+nG?-xUU75_61!k>eZ{%85u@3$)XtNuiimj`{2gWA)c zgFe(p-`^E{RUaUK(1S4aKf=ft5c_iQF9Z8J#G^eF{a=du3*-a+5%%UKIq*_h>=oN6 z{sQXvuB#UC-OHEpzY4?H!i*3*?7?SXy9cJu-3UO8yF z&$O-NkKz>%++z-u@LTZCoTq=x6YD{&lj;+`WIb+xq!r%Tptnh`XDFPqsM4Uru*0au)I)0WS zO?QUe*cHv15`IKQ`)?8DCvg;meG=?9As;#3bM=KclF8pYrfuJ7hJCIF`|7M}n7@|5 z$37GGi#7Whfw$^Cmo}A2)1C*Y_o?g5Ep=x`|55@!+2T+R=+~p56MWW>o7UokPx}6t zkqW?hC-@+L4qessDQliSTaR-q?g;FyA9~8SZD{JQeM)KTm|b zqu*%uqXK%iI4JGuc{FpdM>MNU^548cAc5t*akyFNuJa80 zzPC<)dHcA+aMAz3Z|EIO`Su@Qosry&7Vz7^b_shhr>y-}%{#8%XT<&|@SqQ5{y3i< zmL$c7Z6E1!VKbXT3|l9k2Si>P!off28_=!654mvcvs9n#F(K!#$R3l}VaR`_oFG^9 zZ_K+;zP0TS`N8-HeCS)tevteT?J56s|2!y3@=Q~F-|&yC#d%(qW+&^EiuB>YH!2_d zf#8dBAGV;?_`dbs-)womP}q|Vs#w|QRd2QY0z?STThI>jXW!tFPgri^Kja_wuqore zN!Yt9^9l#6>Bo5{_^*F|)rfzV>iHHp0XfBdld5ehLO;q9gdQ>nkFH2$GaK~TlgaZM zTT1Z@vlXw?>ae%yKlb#!Btgi59JKiF9Zvr5CsX_g-t)Oz9`*ghqV&BOLCC2b4469N zZ^?6KsxI}~?Go)bvyZKmcTEpY$qnTn@&o?q?^742j7kuMK9+-F9{Zm$-$!-U{e5gP z8%FUj+$OxfU#5qszg7H~aXS+JczJuEWq4;!K|}iE_vSlMJMpmapY2vBug|^=wFSNd zWmJkF^qCx7Ug)>SQsVeYM;CRD5%;OwF5GUqFT9e#x0ZhBZ$*C9eZJCEF1D4S2hE=w z=X%9#t_|o{_&~I-9%D%BTWCj3;vNRlRYi zS!=TAM*q>jf8t1Z8vLBGQLCzRZf{{O}vJTMsZo5s5LOPq)hXM!5} zv727}9BWVasW8vP`yQ!+QpM zYI}VNYn5G4FLlu5Jq+ryen z)Zg0ngZx|e9b~_fRGgvwd+OwGRjKJc4qjEq{~DB0O@bKD|pY4MRM z9ST`ZztQ^-*47{6k6wOLijVyfYx$?7dn(RjalVu?{DffifB5GGKBph`2x|I|ea2lc zSw**2kJq%i!=P8PcF9!Wp>Hk0|2l+Mm!L-e^7ee7Dk50~vVIVCqWq92V3f=)R&dHCj=67D0Q z{eRW}KI9+!YAD}`e@eO_SJ0)bU-NR{H>DrV2x{k#_xJ@Vklr80`bl|zSbcxYy7EJX z{9|7lFeuk~HOH?g9+{_`NbZUn(6Iq2>=`T$E>m9=NRp8FWa z=Y(+`n&uweiBodZAM~R$LG)8OXn8-@^VIRak8Vq1|1#_2A7`WbsqY7MB)m=pHT!?| z-haQ7U{8X2!JdSY8_qxe`95SSZY@62Vg7@2KYZ^(Ke`gs=r2EZ`Kn}py=YAQz3bvW z=j@eLnwO|qlmp*L{&1fT$M_BXp&x(x zP)6PaHT@@`xYs)=?Ea-M>*s|Ee|VKXR`6_frH$3)8}Yv{mFq)LvwrseTs@w7bRCqc z*{XBmK53uIX97G9wif!UAK?uqsFy$AEk0St+*r!6Km6s0%}G|e6{qB;{`6x2LCBdL ztlT@>11XH|bK-lO{qD#5mMzUG`Twjx22w_Y2x`W!kQ$C3CFOIFE9PG~*R{5Mq(l4v z+WgC8LjU=z2s`8`f-)N$H96^*L2QB_YFn>q? zdvSly9~m~Q^Y<}?HvaS6MrX-&DEt=#ojQJ^3X1KA9loR1SuXD|1TnJa=XC zkg)xX6oF|)waSO>eAW4bwfrwg`Rn~LOrh^n32O9@<^0_5QkycK?<6t)-2Ah%N3jwO zI3+ifpDWaU&>#Btn?@N;CkQzQ} zKeVctf6OJkc?323$8POQdHoTZV^+z?)54!%beGB<EiVEzueer^69DE!gr z?;{)WKmUBs&v^q=C-G@rm7ijIGh^O<=!%(a&OpKW(S3r+@!gzO87##e}z( zU|xbUu-qRCh)6eJ@xT~Xg}#U9Z&JeUtUCYnr|(M$LeHA zJC98sds^t9&*L5~iqBM6@NYTctsGmiVX?Iync)2eTJ%>$T4jHExPeT zZ_jK*|8)cWbwo%2!QVibJpVr5@1vBpO4}iKtK1O!>#XDY?{kON;z(vxKGH#d>F3|; zDZvJU7$@YQNB^V<$tTclR>PQ!;{3Ys(CIt+*w^Hg+>n2`KLP!t=if%kXcIwA`KHO$ zr!n_f``^cQ3l!(q1%|(C+{MfK_JcoKl&{x+*6}Yyyq~M=A39rIf2CT_T)}_+{>@gZ z_a%aQ{r4`nch3hM?y>;VzaHVkc6>~)`h(m?c)JN|;T4MdJU;pl*1QJ24bIkQW+2B62@xNDo z>3}fSkof;z_UHQG;TTc>y@Yp=AowH)v^@LN}9@%EQwwj86guVw6L_5hro^xCxYoBiClq#LBGxYN> zTedIAF|ohZ{NL0_xj%;a#WK1-M#UNG@A+e^@LDTlSY|>B(MVfp{f{zqW26BXFq^4?@qQT_?~ev+Ve{#&AH z0t=$`5BjyT|5DUy{twXE15Zm=CHTa$T%vrV{?nH3Uts*u?|+04-KPkmpUOe|BL1JH zysM9V?q23B^Q8E5)&4G;yN@TQpw;|GyXyDvPg6!032Nj&c5K8K7Dns$E);(@aQ4(n zhr0>>ouTjN2^JtI1IzqB_G|kb9s2EKo#^}gY<+vx&e2uipQZ2T2<9Uw1Izu#Si7y4 znzvlT8qxPLcQ1VV(#}KR8}T36)utZ{x@?&o6WNaAyAl34@&|@_%`l5Uu;K#$0%a6R zP{Y5FGr8kf-b;rw)!u$t-2Z7AF?DU01hxMel@B^meoEK>ua5G_)vs=e{fA85MjpL$ zwv3?PsC@nYf!?3`Wg-yzRipnx(zlLc?nk`Wcl{V8{Gr!fUh{VGSXF+m5dM9Fn)Qoc zO{dT7_T)wtr*62zDpCB9(fR)@?XRvs|Dx|V3FaXvgAjL*g;Hngf6!kwY6hn%cvbZ$ zbCuHHAgCEX1Dp82W4?1TtsfkHf(gCSHcOq(F^z@%T_e0Of|~MUE9d(x#nSmLTtEpN3OL*9l^sWC?mMV9xEPNB`g(h5XgK>i%(V`TBx>qxM&_4HW+D z^mdp=_yM$k47o_DKgg`Q{gYz4{gYc%?+AjL_DdR*6fS)^oc%+7dH(|K@}mCjxkpB; z>#y5{cZVSKq#U%&zdAoHvT9V-Qw;OErIz=kN~Vy1A>#g6O7AZi`BTKaB#P)4aw^~7 z+dMpp)lcu0uUK59xW81`snm%+SJnOhNW!~EurNUxSnRKC#(ij?b<=fW|8v^CZ~dAd zol;nTlL_+=_=`X>M)ISi3)8K?YRevDAdVYuTTUkHYit=NKkmm$7^G~0BXTzlP zZ`1G0^dN>6qH8Cc8u@j;`r;njVRzSYs?SZaeh)7;?P*BeDuVwH z2=6h$v;<`^vx1BKo(SzyRjZef$t99!K=QpS4{aFD*VZ&bo>RMAU`Qx{{kO+Nxy!5K?&js zYT7?!RlAogE4@dRjp936?oX@x?{W0~EkS+%pT0RZV$PU5LjL0J)jgiGyNi&YmxT9* zphkY|R|G||0NwpT{rTf7!h20nv;W~SvUh?MOZNvbFK(N{`vXSpZ=L>8Th4$B6-!1Qn_vP!&{(?RY<2WDnHv3DcG*rCr+?T@Wzf)xY1ULH(5&mi5j{x<9ouPie z7y4th`6B0PAK}jc`;th1*6bgtj?cg5ucQZmReuh8`?liGhOP52-;4O~%CAp}`govZ zPw}2}{Wo9k_V}%b@Mogb5B?2o_;`nF&DMYIF8ojE?YH8;t?hATovVn)`^oUv0e+x< zxId4u-kvFW`{Wkyxr4t-`f@+f3whDo_kf@JevdHXL8lA(N5DN>_+v7=TM16&T=9=k zj*GD6J?o+(tmFrOB6trzi7D^XtMgXaf#~b2gl+$|etLQ#PoQ5vzJlL~SL){?`r}2N z{~P3|v`-?_-}l$k3;$AzKd4qDuf;g-St#k%_pw2Tl0WmN}`YZmVoWytBJ4Za| zL;p6bt1P9O{^VZ`^+7!NhcL=Tdm~=SU*ErM1U--+@B{fM`l>2lW7a2o`fUq~Iu%X5Zxnvy^Iqxv2??$M%r=u?EjAJC;T|XSbAnj_Y>=PouLSa!+@GB4zY6|Fl>X#S^uYg>8b*8k8$a~- z0+satPCxG9Dfy}LhxSK3AwLL1-jw>(A%9qfslPf?d*%@OP*1NuKPBFlL*9{I;kTpU zhrT}G2k2G8s(hgT<*@kQn#4O<`bR&m^#AtU)2x6RIP#ZEM>-Y0+=}S65#t}~JHqmQ zT|E)6FHi9&R#((lf4@f2MR*@I+g|h^Ceyg?V%4V{=a_v$$uc)SIOU&*OkSgifost$4_3q zi%uSMbL6Ac-&ur}`sC)#yA5j8u+A86p3gL0(~}=vKmYyFi6gn<|EV>He=_J(rF@K^ z_CjBx9MFUGN?7f`jV=BFM{vt{TgRQdb(bZ6>mY9N%W|)&@b3tG@EiQskDn+{#1kRV zhxv-j6Xpj4`D3%g#kCFjk2JEw#|Z<4|26-f&Xac^?JeY~B+bVZ{o_jfEG_&!jv@bU zC{JI${`^FVhrZ3NYd?&y7(e9x9VZj`r3?9+gug-b9~*w~a@+V$%en~pPG87v)%DZ} z+wl#S`x_lZf7b8EL*Ijb_%l_)Hp2fV+7tQ!@sK~Iee8I?*YX52b3?w*JRsg}OZb&} zK68J~*OFuYk(a{Yhuj)n>$Pbl`lrQzYUKtx`BnJ?e|exwKmI14e4V?Ic#8Vy$4870O1vuH$QS(9%M-$=kAkmRPfwv7 z{_NqM&pW^T-?q#o|MC8%y)$`d_Riv+)jM0WjNW$5(s^fZmfAZ<+E6cQ zVIK)1 zQQ(u_9s%bZ*ay|@XNNt0e4pi76EW@h>nq|u;>@?BI*+~DRO|<0pE(opM^pdUhnZeU z9UI(ETv_ynIFCyAt;?cpw)F)6aL$>L@R6S!toAf=xA1Qd{=vUJCAX4)>UjYAv$go} zhXVfV&+~E4f&EsT`^otS^xCqOi?e}+kCVjZ?RBvX1dkpQ@ zd-0y^?c0>Fx_rSqZK7W1`vci%0c_uUOS{}g;%FB#mBHG z)PaXQ3~IFJ{&G&qO~vR3?i)dl&G>aYJYyZxefHkEHj2ekgKf)Da`yOCbA_$3Gr6FcYu`LpFdll@<_Cuckz%|;P^ zvvGMd#4S_tOA>xP8J3Bdb_pxphV_03ne{i|G@BEYM`|u8gSA`(-oE)^= zXYg5jwff}7VGQ?POI^5l>|}$Hg8ov3SAihr0p_5i{~b2-R-4!3PhDYaD8BQ){4Xo~ zQ2jxcrtjqlYQ}H-0w+I8N$K78y$(Oex={SfmlZzcKiZE|&{T$glqIO?e}3V^-ZJ~p z^G(XHx+(4>hFFd8U#4DcObuL$4LGtozh`Vk3N<$3ZTX^SDBs$Td0AkMac3 zpXH$Cee}vFOJwMn>x{S$b>6AofbkK11pkf752E`tbt(VY_a&Be_4VQuG@Sp8sk6T5 z*i8}QJU4etLQrBz4T0}O8C4{xkw2fZM{Y?SkHy_tw*LkL!ot^?PfnYy-sf{BJlwZ} zo{~QYz8;?>g^@pk%9Jj>dHyH;f$R+FCo~iEVoK+4zNec0_OZYvhWd4J>riWYS+)F1 zQ~>DH&R;I=e!@Ik4)3+?lX{=l;q>u65#`nU^hWIme*%y{yf2M<8R0AGLdAKmvJTD7 zf$u^;Y7*3pf4&8W9AHgn932!apUY!@=CNng_z9KO@vkc3)gY+pf8JSZ#j&;>2GlJ+ z?25Qg*yH8m1#6mD6Y^V)@TwEk%>Nsgt^0_XX#NVil>2Zgoxhq)kSpcfp%SO!4CTjY z{$L&dBL)BU^5;r~)FKEum4g<0Y`ias_2t@!$8MjjR+>|CL;7LQ2)+Jm>z}h?{iw{J z^NR8r5mKL^M*icE)c?YKs}4Dyq2e0mPw~yxzn>F4NcCrfjOtK4>L~}^BRYO!zIWQb z>NRpcn@913Q|Cxu#ov1UM`*(C_Bp-ZgYVFb_2>iEQ*zMakJOItlmbi~N>RzSQ@$Lmg|Fe$% zKye>Yk>4DgiZi6&$eyDyWz>$KhJMf3r0Z{dTEp1jVWr|M5R)FA3odqIB_!gKo> zKj8Ot36jn2VS(Gv-es5{*Q)N`%VBmSPRUJ8=|>BKG)=OE9P3P#X43n5kc%sQgY9+| zbm5fT)Qo;KC#V_!Jm*e)!t&C6D#*`B`yZvAJ}n~ft>eGRg#L?tQZ6qX+#^f%6tK!1Ds(Se|5{0%8}?t>KC@y(LE z2SddBhV}l+@31IS!xWaU?w={+hiwY+1A{TIz`Y3~SNJpQNFOjykb}OVuj3`l=fI-1 zuz!T}Vc;9}AEZP3rBwd`AN@~1es-n=eF&nSaxiT7@B|jSfG_=f)fv_k=^Fo4E2x<| zes-bnJ$}Y_Kezv#dWUz<{Tar&(Be)5yGuR9_+?%BA;I-1|2gux+RKRU z9CY=fAH50c$1iWPXMz0d{rOr~zS@6Ns=ro~Kj<_>pWdH_H+}C<5PDV)@-3ZTu>b>m zguaB=kDx|=>=Qh{uyOoV)7FE}i}k@z!NSyuX;j& z57$>-XBfXRE-B-;Y7al0(*H>?kBaYEv-ul__m!bnl>O799LbF2=fClXpw2(_>sO=l z6*_MQqh0mm=P0VkSb`e)^^vB0l6ZVxo4}-v!k^5xP=^`|Pq*Tf+%%egj3Ed<%Rvvf zbq}QwdQS*?rECh{6Z&uF&+7iUQvYI{$Tid-O1c17?6ak{+>dD?@W)d|69{VRZ+|N7 zLuqEiR!=%#jb!*9p8d`uui_O2zIE-Vw!ePQBGvePr@BgH?8eb_VFt{`osJsu^$ZC9F@<#!^c$eM-pzN%a|3KFZgs{nS zzh{sre-?e8OHiXf{RS5fXCufSAN#k8J$_q(Kb!F85Y&txo<0K}OA+J`3G+YrL!#t{ z^#AkxH)X=oOC3g(dJ!$;XWzEdqqj|LEy|xy zcnb-lo^mj%*oVt(lsNLDsnH23JwLkc$_ouXs3Rq20+x}0>-;_)< z#~dCa@4pqK_|}7te;agI^(VfZzONvtmESHOCrbyHwahrq{9zP~nqGMO?` zMzDWCzH8`506~rZi#_M^o;5%8$nA^#o@Zu?U&J3fJ^SV?OWpho_=Z=DIOv(LigMP9|Q9u!}8Sn9Rc z=6G=mnl{sq9RxM|=XPnYT$4)Vp5wl}$t~tc@hi%_GwtZ4>i;eDeLF$T_!rPQ^&6Ji ztxs5gmq_s*z{CTK^L2<&&;Pa(-Zp|c3CbYwuT_as+X2pB(;T@V{Mkh&jXL-HhguxT zjQEf9Pv|ebKXoH~rJRsp?B7HGT3f!7E>8G^!~4y^-$_6A6V%Lq?fKu})jq96MR+95(7KW{91$fkGy`gQNjdt&~s_@h?+!S1H?dsIC9^1hKdTxz|) zW0k#cV#N7R$JEnLMpm`wNMs%V)bUptKWqg4UdkvC8LH6n^Wf_Y?*XCz;XR;~>5m|> zf1T3t-{}6Tb@dMs=ePR(mjhJag9J6>U&zs=36eeeGlcvVN})f)|7QMZGGSh#-#Y=?MJ@BB;u*@1?Ot4oDfdJ)L@e zfja)=pOLxd-U}`Q-#Y%Q>u0^4!%-^t7(vbcf&2XK=U6=XGs64}{)|#4e`@(DUBBc0 zFZ7pw{uxYkpCPEx|2`M`eq#G=tH$-6eVdh~_$Mn{4#<$Pl^DNH(D#!BHTvJaP@{*8 zPaI~O-aA~pr+3H4t-0$MH-T?0|1qyn?*FO!i#F&@A^%YRiv!P?`{D^zvYoy!^nY{b zeg)gb)!>xeaQs9%jKBKxt5cNVG{M3^Ab&L8jn^TJhhox&N@zSeY zpU>`ax+nZGJxlnWzkONGDY@w){kVh=DlC1mWQ0_L?r&rK!Ts%&_WysAKkN9X?%ylp zmumlWh3E}e>BcWVua1e#bI9TNEe|d+wCnWTkFw=IqTXNpi&9?&mI~utk^)(1$Ab&c z_Lao?DZxL}!qPKRet!z%hcf>!$5G5R`VmG@)&C~nT-|m_%gG-Q_z!xe1c(nz|K2OGk?Kd%U*P_78`xpZ`*};{Jzz{&R~GL=wye z1o`}UXSt7T_+L|UC!M${^smj9J&#VWts(l~ZAyQKpl1KWJtpdr)R^w?VgBMp_xDhY zk^I9SH1vYrA9Ms|beAB?k%N}|SIct@U(;&Velh>;_WDQp#eS7JB{v*D9BKWA@>9Bg zLphLN_yxgtqxvi9{{8;nzx&g+bd=c5VD)y%ZxW)fQK1TMfum`pg_Q2pz^893bO|s8a z#&OsqKW8(^UKDt+Gt%Qj{xJ_w!m2(+81cvt=l0h}h9>6mt|R<~U_VAl5B~@H{GKz! zBR|-oB&RQtO|r}nxUk39+u!T$H!z=6)>Vm2Z(pI$AN9jJES>Gk)u}$s;z6>xa>uhX zc)|)-r)f2Y@_ll+#^Xu6>2se*f0rTrFWDe@_Lfon{*c;YRyoEfWy}%#blZU3UKUmD)L*Ezc&lq2@l~9C!0CLdhLIbH^@8Ui{H8x zPksSMY)l4fQuIy_o^hKwfm2*_>&_?*1Qrf#P^#}BC^f!bt-l_g9K&QSv!z|+m z{MV@UMg8^itb~hkFX%yg>Cayk`sxaQB

uhk_4!;om{+51qzzYVf37ZSGJK`>U;X|#=tp}%|AOA+VLOiel>F8CBFck2 zA|2|Bczjp#w7zPh5rn81z5nkA290_9s(}BVBU( zY-qe}O7mwYo|XEiB9Fz%zl^%S26;ny$QSL4c<@WVKcz2U31d9T%^#A#DYTDXJ~4kq zd{v9TLKo2=kRRyL(}#F`PwxNEh9~#elgRY@3ktsK9|rP-{E$D|Qwgi`j{b%ARpM3s z3jM2(M;QH0pFi{m%G1{$@&bI&yJQOe`elDF+oKN^|G&uJ%ZZ=-y_~Sd-^*}fV_q=U zq}*4%{`JWI3*TZ`Lt5|`9)IXZqi-w4eh2p9D-j;{wdJ7Sf|@&|0RwMT9BC87JZQsj zLTusO_U-*Siorf0_Tx0?4VL?gU&k)bv-ZG!wuUyiYQKNd=6d9GfscI%>~rKt#wOG9 znNLnh=WkxMJ76Cp-ha*!ckTJIH|_!-`w-aA&aL9dmfo1as$H3Lldp>u_L?@W`rqiE zNxg4jL+NoIqN%@o#Z-xsx9@S(;d*(k)`GGTTKa&DzzX$v6 z-BY;VqvWcd*C_qgf#W;!#eOE}l;Z2IACe`Ke6iq6^AaTm)rjcR`1JWe-`I-8vdJ(&;MIG*|*u| ze9iALXTo3L6Eb|?!%3oi>*)XY`?{dF4AHM?KlcvX;#ojo==kWgcUXBU|H?N1r*AK+ z{vtqcF~UbbmV^BJnGY;~^Vip_r@PCND1MU9oAhxz#tHokeO-X!p-1JQ=asx)B+q?I z=ilyphdrS9$6uE^G%Y)ZQ_z%;en4*m%Affrc1POfzyDdch$wO2Vbt)ol z5Auh370R~`U%ju1`33NC53UG((9mxi|7JO>KYeR_#w)j3B*oWW;g-{T%V@#BLi8Qy zoRA~)=lAR5nCHz)rR^VXV7O1;Fg~h4f}8Kq-%}KbPf^k zH}CYA_h;4PZ8-4l=|@q58u|0vQ8`H((>`!@`fm}e8^teg>F}h5Usp~+!}49it5+OV z_mSg(`9-$$t%eN$Iyp}yZ>E&Ui@mHkKS^*`PpLH|psy|U4HU0JI4 z?*!2g%k`uU#`zNhZ}ys0UC zKkvV?*Fn1|^EX!xJ{!?*N#~pKL_ zjlV1Y>JTw7TpfQQmrV&DA3-+NwQ$703R@xz7isuF~rk%PV` zyZkNrzqIM%)Zq+EL-^Nx^CV{W8qO)Xq5kb>(0iuVrazSJ&a7^k4ACjF>Q zP}6<^Q)b;{U)v9Gr3fb^#<+6xfAp7-()E)Cc3lg5Jgue9pX$+f^luHmk892M%+_|_ zgLr2p%M9J5MBo@SWmMt7;)F>YHOQN9uVnGN3m zGs3r2DsNGj}{B2HnEeN8Y z%0bUeVTsan`#o33o`@FrJ-=rgHMRTQmYk9s@(=0K&<}n8aii~D2x2{J4#xcz&%8)~ zm!f$8XQ2-_xvTbyE$MrEf*Sb^+7rHC`d)ZR*_JlZ4D+fCZWnuv-P};LzdPZzA*fmZ znSQ)K!+OwtN9<3mEj7Kz!K>={+lug76V%Y}*LY_v`~Uj;i*1SSb_6y2^ZE1lL}?7! z>tg>REQR*EduaWVmhy+cCkk3AKOw=8YyJLN2g;};GF0L6ujl__%W3_MeWuZt^|v!e zGOR1HzJgvb$D92v%_e(Ml>ck?qW^BMVATI%F9!bU?M*sSMLHAI$R9s`E?DwDx~ss@ zpfHB<)23(3#M8}-3HdiFU&%H|ydS8XFXZJ^oMHRH-vs)<-rq!5$_VRgjs9_#_9rrj zANI#$KHd@ZJNN$ne)F!B`#VGX;r!iN`r8}am+np(^&qGjf1NM(elI!xq4?{~Lh&ao z>)+Cxf`md*?5pmqVM|)eBU|rhZjdOqw>K&$e+T$>;m7L zG8#e<^JF;~GGx$47U*wV&2(=&n?UhyH5)e{G0aQ!pT6|HA3@Fjqy3FnAKhj}+GT(Bas;$89PYDJQ)b#(rGg;y#pOTqI2Cv`5YEb;Q zeD+V$S7;^h2hjI{1U2#-c>CmYc9#5AK>s_EzY6F{BmPsiCiFl3eF7u==k(qH^dH_E zK)!?NhYvxG{)j(T=QGKFkSq2_aGwzPM&%=2a{0IA_--wJ1wv?Oxu4cl;18wmkPq-l z{_H(3&u!-Qd33#}Wo`<8S5G^{PsniJQOKXQM6R_Zb8={f}QUU6uUeTWpSaaGs5!_-~VTj(Jf< zU4M+E@93WtGy}WmeV?((kp<4iZn`P##aibW`lb8J4x;=~gn<2N4gcc{c6lakJG!!S z(BjKt|G0&;a;B+`+J8n9KIqfvU%OM?WqXO<2hP84wME=_pV6pmTxvH@IsKS_S@ec{kH=d2 zm2`n({-CWK7p8SjY5D5;t$zKEacMG@ zkA5ZxgM5p|N)1;ma!>DZPx$-#JJ)o-MpIlkB{yt8q=Wv$y&Qa>LO-VBg9-!8_By#v zuU+tAYm8WbUmerW%ht6FM>1>W59iPN`QJ3kXgWcS{QJJ!A1T{=c%*%o@3MF=1O6JU z9X~v1{)O>dZ?9-A{m|d~^Rt;m_Z)&)=gGl~V9LsgkrTxd&p<@57L9wnbFPv3-b?fL42}Zst?f(i{>U$M>`JGF2 z&m)L&UJhFPE%;Wx&}039xx!yizt}_FzV=biAFQL_WGX@VD|Qv_I0a4f>BjiLniMwc`eP2vaJO25d`y%bQ6p+c6MKkQrH+Xb=T3hFy zoRX(lf9UV4`BO%l32MgguoLVVOWYBjH)h>^)}7*4Rt|H%ys8JMplJ#HSW7S$BIN#4 zVt53r+kf(&J4a*0_<3b)K&3QY8;S9EDWzXSP}BZCo7_IJexEz8OFK0}*sFam6)<_l zQ`KH@8R4xYn1`SY2E1u>Tq@jp=BWB*!i2qHt@XS6T+303BiVBLv4Wsx{Imai_Ot)| zy(Yc>F_J&f3H_(&Uv>VuiW00QsPDhZ=PP3U*Np5Vtku6LAM+yp{Q+y~$M~TizpcZM z5dJ3h{98u^ZXyUhF9*YtE`DV`<9AH#n0Q~@KMS}P@OZ#2ReuB!-bRAx=W;M)ndv=? zk9XVk)h<$u-)C=^DpK==Du3$6-5m!L*}wQckKG%G#xZTL3d+YIaP=0$=- zlP;<2hwX&7i=amTge^a{pIxW%W1)7?&E59S>z^CI4=U`+NHK+f5nmA*h-Ej=K?ZU8+m#SIqyP)B4rg@^O9( zxk%~xJIaAxROGi9$M-<`afl$=Ne)`xyXj2+atczs{=L9`^nE`;&G;R%D`%XPX_j1CgSJVy@t*nN&?obG=>FSWJ2x2E2o zH0r;dkB$EL_{3>(|7O#%{B28Cs3pob!Vh~>YuMa^(G2aE()%-~2_Jf0kAH;feT<-n z|IU+Z-IktrpX)N}-6^sDPV;?n_l(PH3;Kfy?1$U zS{JO}KQH|s*?Xh@O8-;$Uyl>r!36CHn!(A04`Tld{ZelyYSezn4)YIX{LRhr-CBIi zAN2F@f44V3VV%AC;e>?Qb7u3=vb|!u!E^YfkXnu*4`*=meu?izU*0#>(wu)C^WjC! zgnt>w@t!;G(O^GZZ(oZr#ygz5D*S)W6#Ex-9;xsJ_HWPWePnyVC!Bi%Ur8_9SCc(E z_~~G|Ur|fg11s_6L>TEnkN!Tf{(f*Zmti+E&KSU7o9#ng#_|dF4VvF5)Ln%2`n;Eg zU!FXU(vMt`al*^_U3n?l+}SDppZvp<5nlc!{^0#&29GUQu--^+>YSwrRL!`FMZ=CeB#oRayf}5JuuoU;D+>Ep{rw^Rd`!PS zz2sIj=LHQA_NaV(b$fcI^ zH80WLNRRquI9;Pp$jhFh{+?NOu2bPL&RNe=%3 z`u-06fp|;4@;~%<#4G%O{O09Imz*Dn2faU!XK0@y=65%Db{F>GC(IM8IzQK6PcO=g zvhcT)pac7&h=+a!ofxkWkN!QtGCsTUCgydW)Rh;q%pY3tL1qT*?jXh!;*dZ@;bWab=w=$9x0wgY=5N!F-}M$9M+$MShq+0uSqM#N&H% zeW3a)($^p9L62p;ZqrD#?_+s->%O)jM><75oJBn50}4M=E9rh3-&OwT`K8Clc%{?_ z{)h^aK2X;uphv&%Q1VyT5oo{v-5&Wzqj#D9e`t?fjX2dT)eQgE{^R{iduMBw(YsrV zTB-B~$?~Uvut>I1R$|x}>Pp#R-6sd_d`CW%>?;+Y+D*1cuAEj$@HThkn$kflIVBhG z(*8joH2YB@bMM8oVt4--{=+ebb)kYfWN0|A-U-zn0PDoEgs<5Tvws%8S6X>~&4rAe zqL@A553JK>anu&|{T(99RGjehf-sX}PhDZ#hJYrUuCo>NJww{U-6L$(`_S0u!+KLg ze^}J6&(iJdy~@p>dRv^w1k7$?SEyA#j$*7`&w@^j2f)Yv0q8D*2(sr1J+!WAf%>%n`S+4dA~ID#@kC#x5HR-!aw|Bang-$-330{8+echb8_>2 z#(-XXhHlUP#aHWLt6}?JZV;((T^q^=$cS z)gB1@jF~AuA3+&d?qkPyojbeFlY7Gd{%@75Tx{`Fy^m|e{|N7QF|Q8Z7w`Xd+Ff_g zlpOUriZQ}RI<%i&4`H7Y`>o)ojOV`W*>lOSPo_VH6*?l$qv{v;PxrXB_4{e=6(?W+ zJZFbEk6JwG&V+U||DWvMf$ZDC^3IC^AYK-1g!M+Kn;tcmQ|C{%pf?PqDdD!dvqJbzM z^+mr&ea!S#Ycf{KP4AyVPmKD-_fN4Omux(h%dk%VRC|2A{8@z`l2+IQ=*vfc!+tgN ziMjrrSd{cN{@}>XHc`SJZ^+dy(%fYY}&(2A2?mN|+S>T?yPt|Afp6u=0lo0qv z^#3>SSA>f5T)qA(M|5L;f_loI1IB!M%{H7;?xW41bayTH(bV~mBYkHCp^xOCZ>nxv zq}tg!{81@7nhmD-H*9j}$LYK{1x@AYhbuwM!{ngl{m8cEGA_w%tJ*{LXwu~OfE?|F z{=&SbD&a$)n(@u=r+LS1iTSqpzOaY#YMHNHrxwiwz7yfO5Y*_OunQia*y{Lnf6rQf zN!TL|jjglo_80X&r8D7GB8Yj4IoMCW&+T#T_f)6*9v1d!(*30jpb9~Z6LK)w`&DSysPh-f z%|E5y=diYX%x{$Oqavr`tnR8%&^Hd z{z$mE5BK8!o5?X`aXjqFgqUjG@< z4}8eAexHa_f_els`XlhqtQXmiT+c&1B5yLt$q<+0GfIDM4K!07!mCSA11#^yhAu9* zp-^a$SU+u_{;j~=BQ*uS5&gJNg#P<$_lZJ+F;A~X{`){@efrUipl1H#zVwezY-sAn zov+S{WcCz4fBVQ(b8S$ z%KK@#1bz#p08?9nn)Q!++3HW&o>JA*mlzT)U}IX!fQp)hM)`r_IW>& z;134tpX?t-HmU9H!jY^c{ctC!Y5ydr?vL0~-F=eJbe{zHM)gNJ@IR&c=O*2!0lxnI zgVt0)8-g1C`8Bc$lLE;e4C6<+6uw{l&+?m|qh8k5AMK()-)l!1wf~uZ+ml5Tm>1b2 zfc|Wj_d_eCxO|Mu3jZAheg`VogCN#va?tXAgspD>VFc|zV4u#Y{-L_|`_=Uq^p}49 z(vj%yL=frZ;PZglFBq@l{$)+?4GiOK?gozv?r>ArUqNAbTM>0EVPkA7nO>rUSX z5!C1(&%_OjSp70=SJ$O6408JS8P5lyv%7OjZt6ildJ@!*p99Cgk%FWvGeTzH73*(@ zo?*4_&2J^}t!saium{zjPkT|h0|{auPY#C6d?MdxY@GJ);r`de`sqrJEIqm%Q1>r; z5#9iT8u~5wu|rl~E;4$@afWqWmg@CxRr=mk@UJ)F^&yCUE(hbgZum=TyyJH1tuGFV z{m=TN?)+BsX%kM#4aaY!!~D;}FWHYZzI)S;zWAWR_@?2nrN(rhG&6mlW4TXSjU$=0 z{71jm&%gUoM*RtD=FiThnCwrC-Ven7Q9*h?&|3WkIx(*3&jpR>hd&?CueXOc!Z)&q zG{RTt|0wJc_2=1xse(QPHS)uMA9Gg9F}!I~`&Qu$>+`=#BuqU#U41{#y7F%ZqhBlc z$?9?{&NPI6j3B7#KLL?1Z^-uSia$!s{}g{1T;LBSygvz|o#mj#9t``J7(W$%YGp4-5`>f>*Lk=-|2ZtSxoiR z`QL29TTCz~GB%m)oie^>D~m1IHLTeU;Scofn3p^4FR1;04yB(Q|M_HQ;GeLS^n=9V1ASj&H`t1S0qch(X3m>2s|hS2kJ(4$6%Gm=l8^+m^SiV*$) z^28(rC5EW;ulan1i4U+^au+AeC-8r^294hs6Hz#@<C%e&Nd6aFw7soKV|=;kk$G> zS6|;BFLK`%`%fv||NL*>|Bevvf9vP(E2!RU34%{@Fr?9kr_zM|=`L5?9Lbz1er`ZI zpO};GoPws6^kWS{%oF9H<@^lti}usc|5g#+YJ!^edu*dsPbK*C0sm8a{)FJ64U_i8=1qUq`&UIzWU;z*gws+CUj+jALmGC#J{wc4ri*p{jzvJ)h%M` z+AIkUR^uz>1POn%%KV{KH?2CQU8VfoqACx`#k&KME#BEUrz7$ zqW$&fPe%AembhoBUq5W41ly5Ng?3@}<0Qw#7W1k-j27e1#*xQ+my9aGk<8liLBD?g z&pLedJ%LEe`Dh)3%BVK03@ND%XMIp{g_P9nSQy~RG}LpUoy@wEa*F25PCo<9WA_k9GB zP7Yf1Z;-D4<)r?Hanic>3k?QeHOuY_F|MQ|f09UM zRQ`XZztMkjA3mk!L;jWVqbRo)AL)Q^zCJYlQgMNQgc1Z1)azf*UCXClcT)ZF6{vo# zP}YU&{Mm?qC?EUh{sFQD#fWC2{G*iM7(vLX9JJiO8Abk>p%;gfKjxIlkI966A^rPo zM)c$U7{+h?`9(0%eS)B7{$Rh!_O&#j``52~XWkR#s*J}VdW_P-p(N-=ag3Gk7wxnS%R1+ z%0c%m{^z6;*Neu)-@7i_Z}!S6%}dlwdH+NE>F2*j?Wd3x7!1DZ=WpkU?h6Fb&*fla z_U@&G^S6=||69VXdo5Bo=M=PB{;>a}e;+ZFGP+Dq(|+--`7_DC!r;J9_hN)UiCaBK zRk{37oxfcqyh{W%`ws!vO}kl+#rF<1%pN8DA;i7uyt~)gDx8vAO}`Bx=k>)9Md`By04zX)QSl7l{5Lf$cV@&^b0osL+1!a0?C|H-I)_+x-v z)}Z@ORGgLdzbWoN>h;Gp%IG#hoHNNm%ltd!Rfn5VMQ#XxSRGErr;7bu^@kNkc((|m zo^sG~|IH`ZyIY4&q2m1O%h=s#KE6=fKb-Kc6V%LK?CK@PNdxNo{1zRm&i|c`*Gc;= zye_BYhV?fZzi&`RHwi*citKf_EWMAb%k79 zS`h!C<)g}+iZi6YF@M#x_2BcuAEM2r5oLxHEpIh`gu(f*5&d|N2Kq<;9!&&QB!-}- z{o+~Cmy+w^OIdTu?>RY9{O*IdN7b*@R?vT!zDE+oJk1>Zd)srV$HzP`Mod!g57vA- z>iyYmRXHU$uItvdw_g7k$=`h{H<}>$ zEC=mM)P2XC_xa>}5^+Gh$7b3w-F}ZlO8s$#1Y`aQJ4-6gkbg$!m$8)5OM)mz4*H&K zaG$L#biuE7xfo%;;hGpf(qW7G9>N2{drB||K^eq*cX=Us`JB2pt&X~WdG^{Ny5ELI z9LXNik4FU2PIA!qg;OMREOOIlgsi_Yf9zt)Z~x?dB~Hl=>yLD37ybVKV@mLZpl1FN zzvf4zbhzEEUKy{e`>)4WWX@7Br}h08_m5D%{{Ea%|1C!I7vSsXFVBeXID+{J%3##; zh36$ddJh5ZqP&MtlOx%4`tgFGhW|HzpY?#@{04Hd%JLpXL4j{XKkASE`)m6bsz1?R z-9Nzoy>fp`)!(nE-meMfCMbh#E9@RJ7n*-#Tv6`-l@RNHqxvh^h5YOM&j^1T?f?86 z|K1Y4d1-!+b~b-rzHN49Qo@qj*&5}4#j7*3?Lq&{CD*IJweU- z#dmzsdD7~3()|M0V#NNV|IBqW2zkV>1ADkay zUf!wi?u40{)&8GEgnTBb8ULMgtcj7LQt!;^*!eH9|M#F%=I(e7-Os?nndVMdfC zTJ&y%AbJ+7tQNgnt1p(YSgaClwQ#d)lqJd%Q4+nA5J_0eb3gZ<_uQMob3d`)=k+|l zCx7I8=FXfsXU?2C)6eW8f4;DvSJ(ER{P)BnoRVACKlZ=SuD)#lD?AkXlhX6MI-j4P zf21P0r~TM|1YK}{tQ@EHN7T!mj$I0Va5LV6OHFuqZ_i|Z{Oay_sWhVfH_S_P{VgNp z@0kAB#QhQY`*BqMO{Mi0`TTb};@^oN^hC|y&Ff7pEzg8|K`-Dh$5Hx7hx(VtzbP%h zj$ec$UuWVwD?!uvVP50>;mWRS<=paSye`gfHmWpl@r`o5g#5oEybJ_Q?I*Zf%k@gG z7sbD?+VngtM+7y0{%H*R?->7K;{2KJ=f_v@pONThB50a_gvD04!fIA-9sN=rKcZjh z@aO!&5$Tw~cZ|OA9-wT0G85e_AJgX*_TFGVx%ux{-a~^4;TLE_4Qw4{+ONU<{$_=r;^jw&x+M+UTxBwXmNkKi2Xfx zR)-Timi9Mns_%#vFa8q#MAK}@H*xRn5)R}0r1#HT~k+;yX7% zll>c++ZM|Ln@s8bq3vPO|9U>W`_ulXDV;wW?@6R|{)q7>{hZ ztRDkEPwc8ptz#UYzXn*mNA@)pxEMj$DV1;iJ=cQn|8!Bph5nD*{b5hjnO;KvMF_7b zK~wz)^k^8T1l%vYd}Q@M#rjD~*KZ&{@bzWu_eT5C_uq{5hvLL{34)-f!oUL$jwpU4 zKaBq{e@1ev`a^zbe_u9!ixB6Bw03TN}JkGBu1`7B}Fkxc?A1r(d=2^Lh(>N6U};ljlEWh;CVerv4{v z@rWDB09t>=xFo%{{#x5%`mS_-1Le}sUpYSi(d85tnpOW{)5l+i{Vz{^S0spa9yNLF zRObgu(z$)%=f{OGH^T4Y`rg~CY6DI|TLr@NAP72Yyte+ogVujAF2Z}5l-#oa10CqE z&cCamZ&iQy|Ks{K=;x&$&liuVQ0R1BLBBE;#EYP5{U-KBXe>MY^*@1rUtJOV7w3E3 zy%@I8xW7|{@Tw9-J=@7OFBq?MNH@J#^=IdV{w56QpXJ9fK7zhg`EmXa`YZ20S0lPL z2-@k=Uu=UBuUU?lCvW7+dQ#l~i66N7#*CH5`K#)L=lL=J^9J6GX91Nrj9GAUzwjUR zL#A!Le|}}0|FGg8%s{X7@dM}hZiNs3N3dTbB>zWvr@a>Ok9od5|MqY1D)Z<)ROsJ- zeGgT)f6fl`k8*&d=a&{?U>z_ipj@d5nj=1sfXV??RIhuVaY&xYEc42> ze*SJJIex+B12J&YLquhY#fW)s7B zjQmk9`0>Jg8u17t9pLBUb$_u{Is9S5KFZ}o81cwgpHEig7*`++J%c=S`cCApw!HAy zEBjLd|9X1EKR4DrAuqeQ@*QZ!!H4XZ2=oyTzd^u9Ka8+U5AxE_OLZpswBtF*ANv9O zMZCJc{Njl4gxmpjIqC~x_`5%oklX$J9wz)B!(TnnMIqlN!p(38)VBaC>^Lm2$xyX+SP@6OyR9ko0q2X6zwGZ~ zZ-=~xvZaH6@v?kHjeb)yuHmGAML%jUdVA(V{yP7LKi-n`egNntk56E-zXd%W?-jUk z`1{rLaYzlG{QUtpvPY?fe{9GD@=0Dl2@L1MlJk?q5SH)n17Fv751u^#5`zBc=pjAY zOP%=1S3TleiTaT5o9p#sv|sr?IOGFT3Iav}RWM z{nJ|u|NZcv9c*vkLmJb23C4I8>sPwG8&iEdbEJnn)YhrlPn1vVbJTmoh}ZdpKX}8R zPICUMap2pVd;cm`CH+GCggsAS^8T#eUo<2C^Cjp#18(7|7Fd4sZfvXfnHd@zBBsnpD=pqH=_SWe#!L>`G1_BmHh8) zT~)4K!v@4}2_CMUKdLY4_bJVXP~MZ&UxNRiwD$#y5kA^iRZ$P1kMt-X!g71iI3mF;%4^rxZO#oulfToXD9Huqj)dn0*wds@rZ{QA3z^ZN#&EzljD3K z_y>K2p>N6gLw}Y_=Sz*$$74l#y@!EO3#+vh@{`X$qrXD_=zowu0xh<`2)%W`-Sx2AM(cdUd|t3`*dlwpD_;A>3MwA zUt+wbz31cX$u{~dq1K-U!aa3o-`cHd-bUN&6bc(e2MCY`AA|Cqp5Y|k;iLOyukM4$ha65}o8hx(Vp&}ZZW z`Rnvkb9~49Q98a0jn9e*`z-HwC#UDa<^5NUD)!r1wag zyq2FMY4Z9LuaP)oO_Y|A#XIk&{luVShZnM#DG9yo=Rs=HM#}^BdF5M|mx=vItkZu_ z>|ozP4eI`wZ8^GbUv-UDpoEWq98=rp=v;x1b>c>Zk9{XK7;(dEtrA&&PtfL{ud`>w zXjGGNr%qRxCGfHTQ;P7hZ)2z5s}sAO0{x;A8zA``{TUoeH$`kZIrD3(8meBpXBD8;|Rr zv$3D?9t!xyJ__WX~)K5DHa0)uSABB2C`vX48>p~w8 zR)h04HoD8)8;wj~;X^2EN%4yw7c09VTYxA(%8UJSbN%J~a6xellZoO@AgpUG)gRF1=Ec_C_?^|Gh%H;4+RoVL&yfy#4EUaYP<&VcdLI~k?p)>j z@ZHUd4&w)VGUN`;Tcc;l2`CXV&<;&DC~9>AqU)-QcfI@Qj5$ntoe>kRkuBl7XI)%rJi~ys=AxNN4Wvz@;9gRjIa~BKNq7v10JA^ zkMsB_|CgNy4Hoyw&`(2t*gu8cgPhcOj|%^Uv*SfuI<*{qk(DBZM&DQ6;B(SA&xiJc zb3mvEHMwuW8c8hA=`&KsaYqknkZ#HK?7(n@#r_p_enH^L&sSpe#SUFAe>}`_e?tQhs{6OX57S zZhsxuUmZV8?1%oUty7ocDWh-r^OWZkUsFaU2*MtyL2maa8klj!dza9S;yloP}YB>LpzoCJxfyphJ*%mS>u+(7OyF_WR&Lx)|S3E9$Tj2+<85O{Vzk` z%M!$RNDX>)-x9_Aufzm+xSkd7q0L|Td((DZ{5T~~arx!>Svkt65<#>6Dw7hGyDqW)EN##)Pv0vN#5h9@YU96!(tT>2Cx-r4AUqF(Ci)(gJG~M9I5AHB z|Jr#t=nbH(KYQss75a}+*D9}w_07+zxVFml!;_$?|BLlGa$oTsW-B`X)nNwxy4W|= zW%I=@0>293RVN5LuLgP0`&VpGVEEWJk(b1KQc3+j4F1{Ecn_;8;bA%jJEMLM8dC1Q zxX*%m(fhyZoX{-w&-XLqA4l;$={^Pezo!*Lm-Wh3-eLNn1NqD2ml~A7i=at<9(5YW zDt^7AJToP{aRt+52`j1 zs6!Cr88x_}ee5=cFMWEiS?sUkKHZYC3kNM5>9{}jpwf9F&OBcv&hu~Vc%*)%8!b7J zvn>B~@`sQ9Lw?T!8P%l>P5SGxX;qBk{y`sqq5sv#UloC7NgsSd{_^^aHzla|G5r{y z)5q9ex(|$TT}tl*%k<^`t3D<8hM=kcoPMa~3kH9@=vVaje2n|34G6CxL9}xyi`}jf&W&~a}#xKq3dkcal{d4OzHAxvx{T;VoJKIp$C`ba2P+PnA`na z$JQ{|$$yGhx%=xAWBlHp`0hp!{j?f%IWy=cn@IgX=CzAUy|is|HT>CiAiT~5P4++N zY{uv85Ut<1P`ti=V~l?~()UgTG0s_hDLO;3^L^;)9SV+s~%$?o?27UcK;FP|{Y4}sbzB}ln+<4b%% zUa@Zu`hN5S_Q^DU4y%xTI_u}Xv3QoS%WOEM+ui3}>6OtvMf>ee-~9=i+J8{}8F5NK zvR|Cyd)wbrTx_(T9`wB@K~w(`wr1e+VeQ{vK5cA%Bz`P%eKY-3LegFSYw~2y^2^&cX6u7VSr0|8)}heJP`U1Wn}+ z?leALaj6vZ-Jv}jSXqki(f!{MJLWbO_~08*=D#=T5BN{1KT0BND@H$X{tw>=(2s!x zVJFp~X1{)*_2X(3|7!dc+bws;$L~5?Sg1SU<30cdZG-5?cLcK|LiNXazx^F0a@~RG zV|fm;Ec89(^~n>>7uMiNHkf_{5;WQWMh|MmiT9i_{)9gj;6v_!viv{oPa+$46kktg z_>+BlgFXeVk=TR-ua{0Z$(p+6zefn4SBFZc$O`B(ip zYWFFDuivLE&XF(d>NNUbvVZ)^`?JiYQiat|Jt9Q^-@@(Xl2^ZW5$%5j;Y}rI(jOjO zIf?ORdk^fYds(c%UP^alL3l4;fj^S)#uLOiQ4I!9?{$_H+1WCBda+Ba1jV=6I&$o| zHOBtIDEdB*pc6qAc+@%(%baQb7URkt+Wwibe*XidA4|~8|GIgvm4&- z!W%ZC_J@A`UX^an?Z!0Xlw7<=GLt@-^v5=8@=J#OFX#pKzZ_lvfIm;z&l;LP z&y0L^{ zHRccV3GY{e^7w1|mGFDxKZG;%b8Y`xKWIQ(1AhVGtsw|KQG+h^w!URg>y7$#c*s$P zah_}QtTP`z?=H%}knoleH0f`c*G0AdoAq4%*W)nOkK(rs>{$9~kM5j;wng+~F+mcO zJ*4?#zyO-iVK)F}`+@aK$VFa%SW1j6Cx~`#4>t5Y$ih!nnzlFX ze&$c{r3S_S^k}Fbr=aa;`mu~)VMM6ohs|+O4ENz-*Y*9Il>3u{{Pgk{;UI%@1Ip$9 z^!jHufxm(>T17AyGFHzoHCp&u>EJVS@X15l8P*Bz`SozwJ+`aB|Ao@8B#3@e4UXJ% z|C$1S23Y?}sXv2HkH1q1`Y1P`T>hIh|3kZ8BF+DTiSN|}P5K|PJJ(AkY)a!EF3XmQ z^J5!})*STf)lLr6$NV4kol^LofX-G}Xj9^^arMBg8RvCyn11<~HExT&Z!ok=dH;MZ z<@*~!)A)0Gbm#?kljh%;m%D2I2#xvoI>K8|(A0iH-rRh_^v`F6KRukUrR4vQw|~$< z`Bs5@bkA%mp7@gn2{88V(%q{FE^bSzgKV+ANex!8&LPz_&Kb7Ap-^~Qk z&eY(%yj5b^n*X@|O4*A3TVDS_xdA_2{=H)SC)@9>MBqF@x&K=jwY%iN(O20N8ZcE` zcFM`ce}a(zHo`kf(4@aEQ6o<<_lEA3^EyQ^_`AsPN8`7h?u`=oA%u72WBiCzYmc)! zXFJEm?7YZ!QvBkh(|&T>Hb~%ar|*9dgq>D{A+CSCQ8r|p>i&Mo1%`ApCN(d#G0PxM z$;EplyXgb^2{q^vo+^vy#Eb6z)$0ciTY3J`hm`8h}eIV^=A(iB$OcRlp5654Il}G^8a;A)+I@| zjPVQb0A+j~Ez+w3;UCxTL$=@)v>l`$VFXS6r|s&}!%FzsihIkxix%_emlNVvUM_0P zUk?$ULJ;$0HK?6`$NU?1t(i9ec6|KgzyI--B|9z(e_r1eyW)R-kUJ-Gmi4EnyCmk1 z^8D#f%IGjbQ~QsYo)n`zl-8f+@dxA%D9a!Elf3_SeEg%c6(Y_*>ip;7#I9xe%hLWC z=*#=3$0(!Y1hLMg23_`!`bX(P@7YhK_@%#P?71j^FHS*A`c~%;Pf$i@2%6jP*sHHu zCjb6(ZnX?!lPUhq+zCH*+TbtRe>icTsLYx%`x^=>NW~|FYRI{?z*~SB`uy(2oZM!KWIGjX#mV z-qQJ3jQ?-GTU=u1F=PIIk?^h)G|4}r)y!k8Sls;96*5K%f9ORbYBlZmOE;namk93~ zK~w(|TsYH9=DB9_)gFiTvac!rkB8&m?D^O5$ND#Yk0eOLG%aL5zZS8uciFL7L&SS> z&r0T~soZPHDY@-3{kTF9<7_pky$3P5RKcmXSz%)T=UeZ3bsq0F*1u72fS<0vkkCw& z{~`N5(QUOk1ugB*VVeKI{>lE-u2M!(1oI1 z_-X!aHt?^ckbkfP{Y&ZkTNau>qW#PB#~Vc8KEZq-sLnsmJxXAc|MFOUckFfMM&Hk# z9kI@z8Seqzr0@3#n)EN^(9!2?+~_GYKNO4<{?xC1RWk3~b%y++3GX&Rll|ubiz1bY zWh;lQN`FK6W8Sy9#D{^yy*MSe#n6vi_+UWa&FSOR^*eq3jPXaQTqj>tS!LYcLA?RW z_1A8Fh29sYMvM2rs{QkRQYPP`9Atn8DC6ttjQNwie|U#7x=RrCtOnio<$?X%>jnEO zpZ@|~z)#aR)^FwcGw=XEhmU%Z{UHGl@YDDYLm_|tzHD($#kFj|HEI6^a>4m;;6J1v z&j_0I*X^$kiEQosoQZ$0_*=Xu-E)0-nhk##{*WIL-eZDj=W1}?wp(wM$c+43|FK8K zdtl$)8ZqL00S`{eE%~>4&*TYZ^pv2f{RCF~?K$;-VWR(&{kK8xfS;DXQUCJ%3wVH^ z!-rkh*MA(Zzuuobzm`eJ?*)}Ro}j7!_lTQwg^ekbVNoXMXfb}8n0|Gqo!5-kPGKidCB`Q`m@$PG}IAM6kMAKm_@bo_73 zzf)@e^X!&*6Mv>yF&)2iM#{(j|xy1GUiMiEByUrQP~K) z@I9Z9??6-4T|ZA$H<|)E1PcFfPqh2|y@fwAlnefMo>BZf&HqFpK3g4T^smy3(z|l4 z|11uFm#KyS545Kq>c)Dn$~`{gufy<{0=no2Fdo&zC4@gItTV!1>+!Px5GRiOu&$%? zQ;BQBRsCxKU(3(Gxk!(Dkjdf`+=RbK_h~oA6czX{2b+lfjNO!LoVns=l8pb!3&hoQfQ{y@Guzm>_~Xim|;K%Wth zazcL)kMBA?BY!#mbK&`_JF0rEzY+b-=k!g_|6_kh@;MsRFZjYamx`J{zzLfF%Q>fe z^PRotcDnUGNbgVP_TtN#>X0g^yYL6uKuh19+P4RNp>O$A^E0gIx5D0FK8AQbeG!3=@*}?Mpl=#B9@ItHAJiw}<@!f| zsK+O;3m2}HEKBOSts$9Lq1^5Hweh{yNe zx2$>Dw)QBl_lG_CyNK+)kK`H7``Q&+9e-_|`)Xf{r~tlz^zZKR6J_T98Ngwmb^3Wk z{mAwhbfB+@$9I{ZEt-F^K6?9B{imK>o;LnTaBpG1kRIh9S${&~-`e#S`Z!`v!nhXa zyNLEF?;j=CA7lIqdxZQEmgOtkXFcBNuOSbV5AopFPxB|=ljK!a8gDr9pPM*O{=QC6 z(cdMe>HazFR!=D^!4%?{&NwJ`jN-GpRO-syqs`vxc|apjk&hY znbeNMUnR!Jz}Nhrt9}q5U#-7s*;0gIzaclQn<72hBjT~HiLks*smuH0{%e6YU#cVK zL-4nb`qt@H67~w?Ta4EcMty?5&R?#N#$UR8jrJ_BM?oKvkDlHbKk4?Wyr^IFkB~?5 z^a)H}Z-M-fzq}rT`iFghextm=hkTG;4uc=ik>!u?dVYrf{C9tF2QoAo_5UM(a8Ew+ z2lvDge{jV}z*zTGgMJY{iOS3R6KmId5zVTk)e|IEI(Ma%=W* zwQg^t#C^<;S(Y6f-t$|rpM!OJ&^7HR2Hl?YOu5Z2JXLnz6!)>RKS{TD{)x7NKCva< zuLNHz46Bg)Hp?)~C#hY_^DHw(oGlhN`H!g;1%0e@VISPIpB0$pz+R;l-6z8L2eIKz zIy)B;_{kP`)WE0LllFRnPg#Gh@Npgza+3EmtneWZlux$LSf|E1Yz`pU1=#8?bDFcW z$^2$f!k^WR)hBb^>(x?}KLe#ly}26r!ENq6VJ~Svq7Z$*khOpOpy&nyALn0OC?0yC z2K^?~daJzsrg=c&BbOQYyPoKsP|e?)Q*yD-gmW0k&yL??d#t5D0O*B%Jq+O@VL4KkidQf93Pc*@+tT&Q$+_IevO0-nYYkVoKk)D?;ZXLBFW> zK5=e``PbPC6Z<)srxM$i^4HV77x#HFo(DemzfI=|5#`Z#?|mf)y>Ab_KHtZ8$RCk4 zI1*XOALq$Ye%&8N4uKDQU4Sx#KB&RzWB2^cs+@V{6g1|f@CP`kM7=a8c2p7V7yD1x zM@BnU@xw+=f1&iC{Rr5fFFVg#YBKkRuOYj|b?Q8k~JD~=(^8oY6 zpAqCby`g)?@ao2XaACr8BWRLe;6s;(%&%7G%N6(r@jhfL=Tko)h-O0mj`9yX-Bnw+ zHTILO@U6}>6(PQh5=1{>57sZgo82Y*1G)U`n(t*xmM?|;8~0J=akCZw#FnT(j7Rak zIQ^JN5c;eJdCq`^%qhNCOqYM7*)wWD+2+6Q|FZ7SoRZs0(2ofO(a)>Fm?@EOS*Er7 zOC6dJ#hy@y(a1G;&a!ugKiiUoHRtoio$y){ zL_1T1!9Bly#QX>Rc>L{#YitwYuiu@!@vZo2LjKs!s!#aPQ#Hslw0z38-v4XW%O*D% z-mmY2|hJJVu z#5h0=x}Dl`k4;}ypzyi)3v4jO=l-5Pf*9x7@hiSM&)l2;bFNsEGprTGzbG5fZ~hts-%9^7kw4!` zgdeT>^XzKu(8AKzM*lDCe?`i-3PDr*J;N^l zqHG$z$$43?>kRh2V(Yu9+B7!K!=PN13E!muf%U(OV~?+SUTiw?rZ^9EZFkT>F!_^#{c5Yd4_uxTIZOFXru)3$3;vvdUzL7TBWSk2U)_vlp4|qeYO?&8m_N*n z-CAaNtf#~L>)D2dqW{+Cxz#w4v*ce-_xbyzo|F+C+_FJV>Sygfea)t2+WlTGiVdT5 z1MAl+UbCH{zcuK)7r`6^Rp2|INff)=aNl>cM%)nXC(Xdbc74Yh=kaP%`dS1{_Q#{b z=r>C2S4|eVR=voeU+<1L8oIt|OHRox%Wu{HSm{s1;iBip^@?E7Q)N+=2#?-I`>9Qg z)FEi9|Cn`49y7NxgERg8=B8+W8Jc!IF{QiX@3TLSSf>2i=Bk*#Y}hmMew9uQ94^1k zR+6|6EwBF|qq@Yuss9Sfx#5j+v}C=*@zcWu|0}D%zn`;PeV|#&-|9SvH_@&4F?~Mb zgA^fMGAkGK6Zc7uHJ%vBf@J;5c63z7|~(J1D21@GsFJi zJTnakEbD(msWk0)@J%uP_nuwy%C!C^Igzu(*VBave+DUC{{S7>HGSQ%vY_9T5;P-d z9)GM@Kaq`Twx)B1*I{D)V&It2+j+LP74oyvA3fW!P^@p+k8RXjVc3u6M7IS&8YbF9 z;S=V+W@&F$s5d?TH8FngvtVnscCC&1lNEi~Ka~G)y*ylfRAyRu0KUMzPF(t{RyI;)S$;(&5yK-ti zeuV{5d;`zKG*#0Ciu!L$-~9-JjvAa-;&n7jJNwzJ=QA#`J`^95kg25C8)N+0j=py$ zXp)~t!R;563|kg-^iPTq?Z0j2LZ`A^G|t1fC%jGsP5rNJTwDTkTM#>^%KYD0F^Z41 zpGRL|_>=EI-#ZdCjo;lO&b?81(emFPjGrgY!#Bz0Q@vT~_MDPi>JR)8qWfo8;9G)NPqha-rGKCd88WC*l>;|~{hs^u^7EN*y}3Q!{^zLtFs_p6Tj8&%w)6fE z3$HM&-}QNLpw*6}jBCWzf8FUv0Kq(nQ2QVIeSjjqJx2eY&shJ>bMeN$PEC#b6g?2X|e1UKyUaV&{!3(L(>Gr2X*p@b`xNdlH`i$M~_mPrgz%f3?;tcF%cXKOf!L z+VQJ(j@v)@V@pf<=Z;;KsdY?dPC-lg2gi@k@uI>$(f^%Ms>c3%zMR1CO&P&HnA(4y zc3bbTu=@8BJpQ>R>c3c-7C~bg))e-~s{ZgE2-ZKt$9b=Qb)=%8Z-uY3cShK6dHugH z@!yZ2D?t_TbN?ig{lDOabyWWAu&nJM0su6d(GJcNKv@fPM@mh8wqBO$Ja^g+`6lkYZQLgvOsNBbWx(M1;~pwWy)$+kT5ylJj{$#{NM|50u_N{%OgA#{B;W!W&D_)c*z- z&mPBI)}*@Cea2x{lj0|49JOTS^sd7Gji&Eo2%79?(EjZIkp0=~<&#FOf{dRMj-?NwPVzmETox=~r`xh7GcdY(w zHrQX;ep}(kescdWRSL_0UF<)~>xWkKHL-*hIf(I-{NCmylG_D>u+wT#lV6o4lbpg& zN3zsZfd{iS@$s2v_`{k^c>4&N^fxAN&=WRf!>VSryI*3vXu?~+P22c4n}QCNM7 z?~!iTuyt+Qathj}(T|w~G0#(j+WOr}TK~*K@$G2+6Z7}!^nC_F6Mft81+SE_O~toF zo-q9Jl|KJ(Pxh7JkHew*Q}YI2^7@k%{(AB!j`pYTpQq=ksMBuH^IV3n;;6f+qX#(t7T9itktX*FSD_m8Btt|K;3$=T1M2;K+9& z{rHt21TjuggT7U~?=jc8z5j_T zeM8Lu_iq~JHLI|(e!iISekKSztp>gJG~BCH%a|p!|L|zh{`)U&)H~OJE}W9vme7x- z1Woh*pzk~qStdHal%L|yY3G;fI$VDd3(Bl17`|7$C%19xzxikHsl_Qf%le!7Q>CvT zR9DwQ2;pkR1$!p7FDUSr(f8#9P4*|KLUf`Mar^#?VGER%el zKc)RofqLVo_iYj_{NZ+LfAVa_90vVgDBoa$Cg8C=Rf4jis84w51`(_%MZ6nTx43Qn zHyr6!(vMXHP4(yZra_{3PYC@V{BZ%_(egvDzij>N^ZVzkiIFt~P5tM*ImeTfOb6K5 z%PdT+-ydkVrEq~ijro%m|5oE?EBrj<&#wUS_hM09zoHxKaSGbj(vNin&H5Ko>!p%` z`~l>n_})Kx5B1C1h*Qu~|B)`a{<#YL^^{;EL6iLo-q-Y@@;J8n=65bpqWvAYtUjoF z&^Z708{usrh;pjI;1bGnHlWvT{)l!_ zg53ns&edSZ*6h(N;p~8Zg?8Q){tPw_y;G`Yo3fmeTk1db5A~|ApA-=Ie^5qy2%6*{ zJ|ZMW%wL@-UOxZlX!(=de`i78QGD=)`xL~EW%)1B{1N!_`ptgI=m;`2V9fLBS6R#n z{XGq=v(?bv(=hfw4p90~f~Nj6Y;CRtC9L7_Ek#{J#QtmgKhrKfcCsx88LRTcpD*Mm z`@=a%866^62pOyP_lLx1EU3whqV8E&vj+5i@}H|d9FA%u+OHLT9W5->i||L5IM-zL zJ7fMq3StYRc#MI z(E6u@{(>)g|IM-T8|%McHh!_$V1IP|HSG6M;`<~7VnCONeIKw!e&uRDDR)7P|Blz( zayRLq(f=Q#^v4OJovJ}+=lZvmUE~iC{etcf&~f>L9q6BYe(?k)2q$Qge~{0D;|lyS zgRha&dzx1Ax2k_DeDII7jV=s#>4*`W{Kpq<=Ao*2F7Oi}Q@j zu=u)o4`oNl`&u2}R}uJD?T50pq5bIVPq_sCRZ0*=&@_MX$i4Wk(#G?8EzkbO`Nts* zD`%RyrM$qmqHkq?t`Xhq1Pc&Ufj0lqgL}QOu7&%FsVJQlePoAv`LE|!l@JN5S}Qql4AOB?><{=LrD=lA~{tN+iRf4WEIzE99tKM1;#wP+OE zB+Vc3o@Gk)591eI|8jC7XK8t#{@w~4QlJB&h(xp`kx_< zR&5#|=lJ;rloN7Yr`^x5&hg!<{+3znAAH^)*As{QaV5U_-d5?~8Ja(?uZPa&byW8h z9`W8B_s?2dA?<1g58^vB3wriU=(jWE(ks1jRDyeY2JyehKSh2uoO|&w4*w3tRDo1D)Sq|O{5{m;UfQ|2UR>Y5udexfb9d^& zPyHAh-{MXco?tJq8pi$myIOs=BmY8WxOOl3nvak#_=kT0$OrzPlFQSb{7E*-h2o9pW{4s^^jsk8=)a z-w1<$;K}15UEW4}OUA#7G+6Uz)tndA{4E8LKcfb^y;A-ARL`{KO2FW1e5w7MM22oc zKfclYM|BYT1AiZ=U$igqg>$0d2l0A+RuTT-^!Pj+c)I?V5&mA}c&s15pVLWdKP~M7 zQtdn1Q+@JxrQR*qCzpk>ve;(Qo&Hu!Lk|}aVc5?Xi$_!_ zbh;wxC)yYM$5kfzIt%|b;7@N4hJQimKj`CJ7s>~D>-dH~z&-#U`6rhL>;?Q`8UAh1 zK0z1$W}@u=_^Ndl?c*ASkxtWh)43mAKE^sO&gDSf;769X%rD9dI`a9HW#2@9eQkLV zA8K!aTl(HT#4;X-)N$i^IPT~&kdZ)e$;MGJHy`_+`ks_p_OX7=TFccSj@peRX@(K-drPqx+xaBK{|B{8V4qPss0c`ip!J--Y^D$V--Y^8O-$ z!QUME7hQkk@t(WrkCKh|h5dKse%d{3!++BnO}?c>{|)|<^W!A!yUuR{OCK82=Vhjz zG+r#r|L`w&aLeHy5AkPq;e*XTDT;~Fl?i}nS&vb-@q zK|JJ-{N(hqd~|#t8c(<66DHgqzcYI+z5iAHZy{f-i%q2XliGORTlgcE`!mQ(*OxM) zJTiT(_kfN(UV(fNkN!#HNA=$be7!zAMEk;g1??AM$RoKwUZek$>FMb)|4U$~Z}20R z2j4Ld&ylXgFUzLY5apNW$2vazc_py_?(gc{os(Vv5A=8CNs?=lYTCk93&$>W56Idi zL%_GqvZs(Q$2QLLLdo>^ zgVB*|Z?d&SC^4=+JF@ggj%1*R^<=EesPRD|xsq75oImu;_%@m?BLr{ze(OZz{Wq*b zm8SSy$XLBEI%G&JyKwMLy`DkQY%YDT(|yyC3+s*Za@dE;N%5xj#^9Pq?<@Uw-)a8# zL$r8*=tAVxTLruJ;UI(b8R&y)zo^lPnQ=-`_jm8MO~1y9P<*9#Ra&QyX)f@wK8p2R zll%fp%z3TI?^mWv;ro?V`%PBsRXW=tP#>FY53r7nb$*llJyUHst9Z3|^RsvA%VNK3 zaM9I^E;scN`jd&|l9?d%K@A2q>>IBP8M|qGr-U2gzSrt=!FLDz?a3**<$5F1AzzvQ zER-NC5*pBN`jQvQ!>ajxiuJ!F?mHANkok1Z{*^hBS;^1JUy&8QOF{R4x+vk|zSh{? zANDkzY0ML#Z&;5+SmiIcbhCTP(I5HZf0iE+_szZ;vAQ8Y>iBs{_?v>Ako`?TU(s%% z$0~h~e4}5nq~%$9*6X=l+!s3JF{;+cw~qVEfSl1zux^0wR`RoYzaIMfHDzepFN!FZ zc9YU6q1hbI+c#MUiXTxqZ$3|-Z#n2AJ@$E^XKH**-P?VbPo;VhULCG5H$v!Hr+=ys z<&5*n*k8eU*uuzItv~zw#f1_&6n&i|f*F3bfscKtLX;5gKn_MemQm&P<~BN06@-|40Y=^85nzbqXlH6Lq-e=Eir1`nyV};c$S_>-UfAhI%a($Eal$J>&{Y31Jpx`Zj~QJu z7x%f&(9TMgx^ru4YGc3As{Ys0ei_;yUsd*2%?>-LCxPlwGVFlqhDWP zjVS)mhkpalweKSMhh42f@uvPGsKnAlrCa^CIXo{L{x)iDp0y-!YdcQKE$a{GeWCxd z{i#VA)gp*?Y7gFyid7!HRyTTZ#vhEsA&`i-i2c?VXyF2;W$JNiX6 z_jbJhkNoTEv$KzOF|;q&U&5Eg&GQxXYZD`N2%7ZI`KB#`WhuOdSI{rObJW>gaYLY&#!8vhWZCG^1tJflniu!kyKH4wd zYXBK5e5>)VH)Zqw3L3{9W|Bqdxd`wz1&99^us|h;gVI^y|0z zr2>Bu=$GLyf|6V657LqOu<7e;P8{DG(2s`rU_kA@WNg^boRbG!5$A>atnJck#}LQI zziyJhmXzLiau0W%Q9SCfxNjNVwMwVQ8w~x2U1&ml!_KO~*xxF>Vcm+CS+;$`RWW|w zyL{yD+1l3-@^4IdJ_NCjp$7SzwKtS`S+mqXyx^SZzt;J$9(HkLRZht*9^0$UhD_; zJvs_EC)k1@#u;ibc&o=-#W&N~erJD+6#hChZT7t5QY3&=a!dIk9ojF}tMT2JezYbC zIjh02LTPWZOYPEckKb{H4WRf^$GR41yuOd%za@QdMbOlKV?O+zpp=f-lUQfUCDx7N zSBm`JR9(kk$ZD)VSlORV5OK_y763_AfWYdA){JygTwCl?A>PeahbUIs0LSf0W+;#{6+Q zz5k7T+tUxo7xk=u*6vG9fB#$Pp63@C>N)LzKc@{^+fmeC2g2`6&{TgRg?61+y14$G z-TC+_20Q!1XxA=Dkw*X9k?=YZL_Mj&2$!01it~;R+j6wKEY7QsKU#O-&cp_sl3Uil z?~YDYw>^&*{a2^dQx8Q|cXJqj*Tm8TSEV^G{M9_J7kn`EQC)%Gg&65d&@}!I+gklK zHQO++;uJr;(jA}L`|AmOtNJ4}QUCIOhoksKDWl?l{~cWVCvQRjTl(%t5dEAzn2;(` z>C$3YuMLUO!v2>$d|+#2xs>ZK^g>>L=uUKd5JWmP7_qX?J;m#MjY=bHUSa50qJtNF z^Z0Ekp?_B8ccb^;VVC6h->vWi`V7u}AS7DMKV*OH{>1laf@r69{*z9=V?Uhfoj!em z>+Cy<@0iEC&@b7I@pmu!K7^o2|APyD|BP+@s{7BQv)*96DSq$on=($V+e4He-v?5> zJbusg{q&f^zuXkqpQu{&XAKB1XBqEo7ToWSZ@2ITyI89OjYhS4aZ~sko7FD($5K^|^+PN9ulbMb7t8W`f1P>SO`*S6 zGJj}0YIzM5$JU?tM*n28-y!2pUsTrer#`I)A7_Or-Q?VPqjOw!-2QZ;_q&}5|I6O* zjtB)``gsS#{tTjgpVib$`po_-ioX2NDDwHRx8s=QRr- ze{{t8t%pSa)q02T{=TIRe_K}dN7;&ZLGw7;eAgK^{fWnA1u71gi-&Sh2m#Q{jU}OnE$3B zeA!>vaQZ%iAojD=pyqERlKjo!dzmlvH-mEFya|!B?0<3J8T{YZ-s^GYz#m0FejsSF z|4Flt#ZmtmF8tl$ycY1SP5@Ir)vJ|54F@^;tK+O1Tt}|KkN6($MBc!82{m+BnX?Q?dQld+l}%2 zbfPmBWqq3TDvv*#yn{cdAT0>$Y!m{vmrK z#Qw*O93#FfHnbL}Q_2)>ofPMrMgq>G|VQq5U zXM=7AN4N4Zw(@b%Lh%#Gr;{lAUI_;(R~ zUrf-Xzb+3dCn~qQ{{5zRx4*^sBb)uc;Wo}Gxn=*0{Y%&n*Emxx!~ zvwdA)_uJzP{o1)%dG`8u_7e1$65h`r<3}XyPgGoK{~hx;egD0c#b4fJCpLC8rB^7GAKD3Ro^3U)QC5Q6CE)u1;2)juEgLc73y*p%^a zvtj)5rSmtmUwQnygZMr`&?JBUGSgEw^)!#Z*!8@)??3yw_ne^3O@;m3NqBn+LQmCT zY=-T3*i<^d3B3rW^P4FDF2dVQ(A56?PTYFUoX+X~u3-OD>hFrOwIN@5{_zJT*hA3N z{)!d77o$8Te^DrxZvVgL$k(d#K}QX0>!)2lbN&qSx1z6S z8y1T8C!Zg)!bkrJzP{|fzfG)v*{>Cu{goV~avvgydQyWfC#PO#9Xjp$>1bbt`BD7N zZQ%pD6;Jv6&6DtpYU}^4I0bDA{Wwezdaee8SMEz<18Dw*`P&q2{?$aZpD@Dvlb|y} z74ZGn5|yVJ`M3UKkFw(Qy~Ksem1~x1#F5NO{usYP{_^X9Ke>U! z^rNW#!2Z0a_cFo%QTlP3pt=7%Hf5_avf7?~AuCUb_4Db8gWlGuY4}?^MtG+Pn&v;T zYu6{RkR9`iRxTPM{Iw<=^__kBkg@)LobXN%EJ#oV+Iu_vdXL8C)2LE)~ z`rcARXd%j1yC-wN(4TPnev%;SNeycK$Myd>e#Q9(*uO8EKikCoLAPJIII(Nle`cch zenEfcvZ_ss)iUho8OrDiLC8rBYX0hGlfN0%tL$&)FT#r;h;(YOcR-uHN|mMOyKSf# zDb7zHxzhD{)#!ShlH1PGk8=b~>nDB(OFv@s)*XmGmgk_@|K9QXAWZ3pr1GUm|EKf8enq*O@c*pIATLME)XS|1S{UMS`aJ>xQfiE{OFz*j0J| z(b4ilufKHt4*Da{U;ie)FB3HN-yvBG-)A`gi2iFhoqt66t@yWE|Fpu_+4}PL&UO4) z@!p&~e!WWNzE03oe?co(Co27Z9;`U6iDU~YKGSb^cl_HqkWy#{&wbc6DJPtc_Q+%Nxe*05LC9p5Eh5%<5A zHuwK4DSWWt|0dxj5;XPSA(bA-vcS}@LY^Es%WyuZdEl)Pi6O@NeKg^{BxsUfVE41J ztWD(9pK@nC#k?v0$>XGw!7slR^keAzBZ8PGslkX9-ES&sXKX2U;>a;^{xYX$W~Un0 zyKqWwyG1{46EyXo8>TM(joIk_1?2K7@4^-3miq{N$K-FkmwU2c`Q*_bL4Yf~NN4H+;n- z=CM66`@P7W!v3e)G}UcuiOQn>tmFs#0sABGpIG6eIA}le`BO*nAwRkOJSGBh1VKj) zM$F;~?9#vM;um|K75?H&x0^b+e!&)^{7(q)DM6F|#%#@ZPAQP1&`AFbVPgM(>hk{i z3!iSvDY@nN0qMZM+sA>JF)=Rd^+zE%4{{bT;}W$VAjdj<0NIf?lGm!Jt~_a6$x z>HhX%KaXkt_Ko|KZwTQXLDTrPz}?voSTKzr(J$%i_s0I+Tf+N?AoR>0oZNrB0{w&i zg8n%=exhu@c>bW{M~MDkZvR&Gr{f#zm$Lq*6d!)NP_7U3BQ*)c6%p$BkwKeZD{DJG zEWJJYCZmD0ZBl5u-&1>Z;vyO0r6OqRzk`20e@gME^#in@l-~b_{=$BK+4_sIe=Fbr z!aFuD#J`Iun2rB2;wj5Fzhk3h+LT21@iH|F2i*G&I$`E6tJ3|0p1jjJ$u ze3aNf+}>ulXVWolg#6MGo)bZn{`>Y0i(^f^+pzVJ}Mh6ui^yHeD|90(DxAlT>^r=P#ABNJ0g^Bbcyf9olIFC#1z z{fABSPgq>Y-!b_`Nc=kq{6(d83EKiD1(Yi_L34!S5l}gxit6>`GY(HPnQ3ke9Ua%9 z-z>gG9oO8sGJ`L-Uyy1%L-?mmIAHfDHHqJ}`|rs;ivLdjn2wOYv(t~$lfK)V_t&~T*ZpZ#=Jw?Fc0W(eJ}$11@Na|hh+Z!r`^&+8&1Jj)xAFCb zzbd;sv2A%P2!Bf?1snEfuuqvhfB1JyVweXYUJutGe|hS`z5_k(=|_}7B}Q+a&}_=ras z`J+6@ZaRKZ6D-Q%uNM6}>e~IYj^icl`u6*Gym9dhE~{UC&+QIN z3&jNTx0?UELHvQ{pRhk)9;`N?;hp&wy932}P57OytID-&*p~d!dGT|TuD{+{ytVMp zCd+5L=C7@l@FxcS0e>en|FJEo{WwYffXfOwK)>O?5cMtJf7Iz4`m6gV^wjfF{nO#R z3G@T<(ercSx_>hGpUm}9`_cXLd5HGDNAuU3pWDT0_wS4Pki*~?^mO_j6M9t2tl|PTaH{5?=vBrG5YHyxIcK;~-0H2JFzpwg@h~L*C@1bnz>hghh1y1l2 z{=m>r!GBq6^~0PTe!_nv;=v!}q5D&G7yb)t(0N7Z)1n6BCja(rE8&k%KhIoOv?sKG zw4csDbZ&63OdXP6E-v5Sf&PLI`F@QaUqsORw0(eo(4xZLp?t_6Z{JXNpnN?oAq~`y)GMDWI&KJXekEHubkO%gk z5ti>GK%aDf$JK;B>iky|dV?_9ALJ*8*OPy8(9`3M`qjf|KThP2xuno{`MkQG-dV(> zeSeNVk9eJac@Zz4FV)kdJWhN_JJo^Ys{o$M zUf{O_xZA5~D?Og{=DRd|-I=ea{!jPE*OBaNU9wl+WKZe{`-T1q?FIC}U-o4F{G2$- zr^_4uD_sTuIzIHnN!VYMUvH1Dq(3Euexp7iALI|bARovVVU!aP@i;Gp?{a&S z^%wTiTl4qai0BvL@CTW^KmA<$fP8at&_#WK-{fH{|Mk#cL*6*Y(Mjtcx{-X{IL4o# z+mHG?T^?>c|1-6MGBp(K4f2P)c(xXC7uB;3u^c`lyeW+lumI z-(IJeB>eRwjQqj3E+5#VBnJJ3|4!_q=>C3-afFc{`kUnW$^AhBgM9`)*hAnUKZMc# zl851c7W|^V5H{?ko}V#Z-9`Q5UbR6CsTx4@8?^6_?E~mSe~!|4@U}Ysd=u42_$$YF zrG)lARXOgj`4?9Ay=eZ~#xBs3@JFAT>+P{INB)o}>L2qTSsr@$A=Bq~RfT;>KAtn= zf&4K(MHuBlec*ipv`>U(`rt2lJm|rGB{7UwfRFkHeXQ%t^$YrFKcELZC^azKFRzdJ^F*Y+Wez|?yom*3+lg&`M1uGAuoCU1^?T9wf5ee zuch%&COgA#n~L_2`90`kolno-(0BOLhdo6Y^Ham!3?znsAN%MU2)?TPCjbxETT;`;$cp z-?U!tcO@y7HLacDV%hmu8TKP4zUv~P44?m4Lz0podFL}#@EUI$Maf2 zX=_6-b^C4fcc?GyCz;w`Sc^Mvm6g*sc+VSkjg6u5UmCf0^}57@S~m|811;cfF_MSAAD4H0UEe_(nTY@lVa)bWw5d?pb*7)~mwb z)a>8ytP1K>g@Z519q`lgH~f{#>jSX2usbIDN%{I;XG6%}2=r%4x~icEmpH!P4?ZD3 zd0Y>^0cHLluFBT!(SysvU(Sl#`!65zH0J;LhyczRLm$-7!S4>nv52{IpPwBW$p%rn zMt3u{ZShrruwVJ-ZRsmcDKpTc=jl>ck` zQG_7uuo@h>I`TQwKVR}HPx0sM>%_SYe^1~WQ0AY|Y$fQ&cKgKUY8#I4zytgoKKeOb ze?0_#G0LboLG(jvFrveb2Q2pN#S@DjZx;LQRWpuo9@NaZZwtDBpQDfbF@7gb@9`e4)&QScL*me8-vke#Rw={ikK+t5r{CYXRW`7I{`#D3YXts~ytE%I-3@e8U ze2i^ALsp3ZOW1{_h zNAF_-A94ef<%jdakiY!CHShpse9*x-LEbN`Knc7E!k((Zn5OMlu<|2&w0u_dI$J>T zn~o(-YG?}-^7EkY)d`xwyvP%Yirc=-rP7p)U>zwUXrR;ZOqF_bq^n3jst`m!t_FQ` zO?|?0(fiD3SIr9gmQFLRmY`pW@G5_dKQFMS>MxVdE1>;GY3CJ;^A3<3pe(;npZCee ziJYbV*3<3vg8kFyp=AYrRm!LuLFkDZjInjT!#dG@<#ZIU`>QF!DQHRmf5X3V-cDX$ z@FYfR5j53bNX)Re%y)RDk|PeEW=$#nLf=rAvVR)=XASyZlVC1_DhS%YCXOv_ce(Sv zwx`tYA|^Bi-Ss`sU3!Iy!^ND7hmY=mK!-E41W`x@ahsY>+hkjlUTl1(?`}X z6(Rb+E8k7dUwwsf-xYiV%KUffz2siu;o-txOTF05D;f;&0a?rXi=_Kx$Y zpCIgv8r1r4`0GUd!(XSP{pSukFNF55pBKvSF#laF{M|PszP}-8vfs82_5V_AQM*eH z9DP-sR~ryK+5N=hIu6sPY{h*Od0h?l1}N7b@Ugz&N$-E+dt>^6_Ko?J`uSnUVX;a~ zaQ#M;ju`$v*7dql@9eUA9QdFMDATuEKWIW3!9Jm%P(Q~kX!%lszd5wagHuAAoGa|j z3C&XftnLdoql}spgr2BDk7;Yw`AfN$v(I+eDEtM!w%@n>-Z*cFas$fc2cKBy(EA@R zj_<$&l<}?Z8~aj5ZIPh?J(j0RP(rfXPAs=?S3 z?~k)K}Lgt_HRDB5>ar{jXCB-;4Tm|C@>v zIS2U<7XF%XUIzH>=tp0Irv5jg^?7RbN0~J%JX`D$$!6pO8CpYpj3+a?By=#p?83?{+YGkj>NwU zLDaK~`ae1MTFL61=53mV#~9}KJ6F3$e`?lJ@b5%)oe5%|q@s=LrGBlvzFW5L^gOqP zzt`RicV=qerm&!g+<>zDl&mUbUG>rH%Q)%&?on=l-zz`# zA9x3x*qOE;4- zTjoO;D@6(PX!Ogp^0}vr`R4$l`;#EbNkxPDKYXQBKl{g^i@R^I2Q*-Gz4W+N-|160 zMYjy3A2SJJoMAG!34h;BGR z!}!fqkuJZVKFwqSoh;?WcwcWQ^RXjy|?jJ7R>#H-n=#Ag|>-VjO5ZzFM zsAns^^5LxV@;mFt_Kx4RWcB$k_Wy~Uss8;p_Z5EJUxX&-Lot4k&nuwa0sedY)9(w) z{m&>Wh=~Nz�(h`Cd^ZEu-m&FF`~5i8=8iMyZ~x zuW#6}2;nc<;b8FftjVhj{U1Yg;|Ln&uR)8a-DDP8KgaslIBEU-H=-L$(9nK7-d~Aj zvcIBh8T-E(6j4O*N4Ww1d-(;4_db)VKO~m$*D9C)c#1HApxl16&$_>2t^SjGUq|;h zET0EKz5)L||GNGpRsZ0x6zy7mFLM&*dj>(n{MUV5CpIL63X`elPz>7v&H7sq|wyLCiB$)aI`f>*tu41dp$? zChkNzp?}ke?stL){q^~LESkBd*p{VK=Zj+e8rdoM@SC1V)?eYTO4Hx`oY5(!VDcbM?A<4_&xcdKR7Q8`nmLDK0!nO z8+rKaTcudBb2)nYM2Po}cBPIw=>M)N2mL(y;YZM5fB94Oy{Vq$?+kj0_coK(e;yG1 zPg3g->z8Q%vcKO2B=;W#vlCQ-f3KGJ*{$?_+m86_mUyo$_+j5`YnGG}?PnpyUqlf3 zvZB`ej@suS;qMaX5fKmd2Kc@D!~E?>=YL{eVLOkOjcamQOxqvc8wR~>KOr~Z_vFXA zn079%vf#gj1X)cGda9zXsk^*aLV|)?7EE`Qji&ra74uC+e*2jdjovVneVB#3%a zQQQ2*o8CKw{tf-1_YMO@|1Iku>K#z7|E(tV4>~}ZUdvWMpy-!u_Nx-7>{_B=-S=2K(cFE9N5$8P+VT zYoVhIei0^~T6QTa*Kkq(0YtZ(pr~iH{&J1Jt2iE97+rN>AcH>&&*nS!J&Yg5DY|L? z5w8dR$k!;-)nSFY3Hm+s{cnPX`DaMWpAy*mS&`d&pE@PZZ~PN~IYp+<{e=8`iS93g za{Dh8S+R8dwEW*X=l=mc#TTkf5Rb{C*!1%bG06_U`(M>tg+(=f>a^oA=r8uS`oeAQ1C6 z`M%i^;(L@J@~NUW``@1Szc4Pxdx7@a54rw+bo>Xoi@C+6JI=C!FeUhbBb;`K|f9sL_eXTem`e=t+b{0($N1@`uJsXI`=}HqMNo~ z#Do2o`w!?npsfG->Ae=n^`rh~AwT9XkPCbPW&Vw*|AhRqzvEy^=psSm_^m~xpAxxx z@9takZZandA3Q2*L+K&9zo4`9{Q^Nl{e|=!8_TBL?0>ruB#MH_Bi3w~TTFl*>=!6A*}T zf%V#5rPNjJ=C9Gq@5QAS^p~^m`C-4ry)KgXD#51& zW&2Y;v|7Q5^}<Pj9&;2K*^%Bn1!GUT-UveQC=?2IX=zeJFFUg-y86y#xGymazqQIA2$ga%74k>tKmw6 zr3>7D^0+PL&mXf+^J_S{vY@{~bYTPy`s3bX>@B4Q&41DVB=!8^|2qHF#0nPv65+pv z#QnzKuEBn6b_|MALZtUT9O=Ced;3rDLHpPA$Nu(Xc7EnAF$gE<2!`tT9-)p~Vi9qYW_5Lq{zDE&+omWx+>AfzoOSFFGOyO+@wCpx| zNPS^{BkB7+f8(E{f|8Uen#c?oS>oo1^iv;krMLrdbgPUmxaILr+0V$^7970{XlO4 zW&NdO#raA3{KgB4@RA_pw4&!;ty28vmoNCZivC`BQs3(_(?7@!D9exYr)Yoj`uiWn zNpRWUT+>(IaW|J9tZeYv%Tr!whs@*;)q^RuSIpw8*_$aheFyWUHve!_dDg9&`%d@q z;T6?mE05|=>bHA8jd|s;slk4Vd%a7RZ^$g>Fgile2Sy_t>w?wi=I8UX6{vYUPJXK7CxtkNDtw!W_r0!O7G6APT4eM0R!jKzgZ~Y&uS5G2xc`swqUQgh&Nt-; zd2p`_xO`6w_pYY(Jv8yRB@KnYB>6s+oFDKKMe%b|dFcKOwfueSF9iM)N~-P2;aAna zna$rwISw4<1zf)GfbxSJ&uspEn%VrP^{)tjACNaY*V<20;osuOrkruVcWos6( zxxJ|V?8rZytY4@<$fM!ed1X3ZE}v5eE}uWgeB9=LVq0xd{zxD7tI=~2uHm{r$fH(; z-&IqpA2*7x`_s_;1(o9oR(mn5o2Y-thjK-JvEL4PwEP;A^piUVh+@bA_mHlt;#Yny%@*XQItN zSclbpdCL|5jBEX6Jh#n9i}d6h$F@8Cux5L1^LMqa74PzsQ+6Q#m$*Jve{i<(OJT~7BiZMIlKlGmk31hn{$QUVmzLkkoYnl0 z;pU*x{IS(OtZFa(+ra-)VtOaxUl-|puRakj=LhMbyf4|t7o)h|0qZ3FXTy# z>+KQr9@$lgn5Tz|{?W(gzj7$~_pHF>{jA49HA@BE?<4$Sb|~4|@z*Q8HT$CaH`e^; zc~SXf=Lc;0ts(q*!XF*@Bmcnvy?k_gsQIU@&mY+IqXG3#WkmVN^Cy%K(wF(6d{BPy zpK5gnYW3e-gvPHLy%X2&x0Dq8px;Oz{E(i^Po7`O^{L^-IQ-=y{Vull>?X#iTKm*- z@CRRObn7~KRBMr>n+eH#D_i#`)bQi5urbbkMjPWerV}s7xP2p8}$eOWcZHp2Evg(_(8tJ z`TH;Yg&naR8}|Q@zpxwM_zSyXkH4_3R1t>tUdw~981}l;?r|NzMzD6YV6^;A=H1U; zEEDUMSjU)3^zwRtnddb}-f0xUrqP03NXMWFJ@zdY^jODpA$r4lz0)PtUqsOK$qDmS ze`V<@;_4HH%HF-UfKzm_4uo?GIS^p6I4wxARrx^s-JR(B=!-@7P5HA2M>On%V4uOT zUKKO;%s)z``vJdMF8?sB7f<;6>;7g}+X;HC<71u4P=4;YbH7n?zn>GH-|L3BFI>j@ zKGm+;f&PeqRq5Aj?XZ;*m&JZ>(9N^6OBUjS zKh`(XP=bc?4_JKZy|PL=FLcIsUfTZiLjTQvYjEKA@}G|6PEXLVUsKGZ)Lq3p(y82U z-2%jU)x5)AH|o-}ipalN`D48ndM>Y*o6&1x1qGs>;OCRXwO}6;dWUscH9X|PikHgv zkDH$Sv*8#+ySkWlw58p<#&*j;fc#CN{4{@4Sp_}L0ifIr{15!yIEHa5Kj^hqe!9OS z>_b3r4DHW<_{Vp2j3n3%;h2{q|Mr!ie&0ds2h@I+{_LekKEr67WH0?#lk<8g7v$Se zeoiA^K2xHPPii^%CI?<;kne4YIx#bv>E{(7R{^3&J5o`{V<)1S|IEXy z-gO8O{<@B}zJA}enw#i<@)2Erg0P2H`qs(gl&UY^-aXXos5tLX>}ucSm6})P6x}rc zX7{a=s=s*e1^k`pM?r$g5THWqdHZFgzv$<*^Ts(iqS?zoas4H|{lWgo{g)a4*Z+E6 zEt8NRdR>Gvg!Z7Kw)>7L>AVl@uXbKbZ$D=IQBG*rNtIuw*T%I@9N&x5kIn=Q?a#fM zXA}#0m1CLL=LoikD&YOuu1lUz^b`79jOeNmH0VD+9R5~0U8_>wiqj(4JyHyhyft5R zy)lhbbPKkdD$)nEGZhUA@3x=iZ=db=gme+&ycw&SdvVF#tp)!QL|1_z+LMaf-Y1Wo z(*4|-88^gvrH$RcIy}g%-}fm=bg+*YN2#A3e^cN0>Ks}>k8}O2;(f~erx!juQAqFq zN)bKAXM|dT&0og%-bY0|v-ZLR)YIrx{QAFc$^kErOzj!Q$8QvI8^D>3k< z@E2J7zW=_PPU85Bsr>;T=)bm)REgtzIr>qaAo?>Eb!xC6LGh*Y^5}nt(Rq2$|DP#8 z{l2AqU(1ZYO-|pGM_~W3J^=YE(T~am4f#LtwMZoM3n}8VyzwP5e%_X^Uz6xn6@~uW z#a~Su<5P`)8BXj>>(7VAZ?He|_^m1>)SRF}e_|?4-K`w2ma9_g>Jcn}+JEEgqsLU6 zI7RTUMs#%u8rr|#v3!e|_rnGY|BAoEPEokevwZ~@)g312tJC)y1P%RX$jW^QN*J9N z@}%(i%gZ_rT-ApYYMOtvKlC56zbQ9Lh#^587JL8e6~_JJ2SyG%z`D@)1+h^dd@}bD z^;eU=*CL2{q>6?V@w%kAM%{LLmhU7(`>=HHkTLG42dC(!@*^JXI@Z1M-AsRi>3w62 zPfF4I#-Qi)qc%abb1Pb~<8>BU&~w_$4hw|8>Fkq+JbKxyoyfl#e=XSqZWyP@`$lH; zy!@mq?`Lfl=YJM*1+}ui;+GtI>y|J%#-Bh^{_C zj008F=C3t!RK&Qnziwl#kbc7LODQ%d)!%7wAo|x)F6su>r&gSjvoxR|4G9|BpRf1D z)5@@_cWPAae@cvBM>MFAZsrdA{Y~ZE@TAD?!Ux3oHS%PqIZMX53I1l~ANjB2r(}Y@ zG0EMGAm(W*>Qq0?8|K(I?Jq;~?HB78bqg&@71dfFe>WkzrUVW7w^V-{s-XTcu1Ec2 zoN6Y&maKl>AN%^m&b0jnlfO!gEAYOiz4V^sFAnxcKCjb)62khDvHa3Md&4@uA6@rR z@oVfE#Ve_}T@61vOz3Y*`rekHq5ZnAn-;E28PK)r+76-Y9EA^mIHbYepNDWlE$;LK z`i*?5pWUxad9Osr%{Wnh^&JL2pGVg&V(HRV(3_S2FzLM5u`=mbPTE&o(6=W3Z3w0% zr~;e6ABP5E%VG!IWYCX7*H&LH>(WW&-;96q=c$^^kGv-Cn}qMKy}W@}dk!{c^egCn zV~k(2&lq)cecB3wz8xjxK@fIYMMG+TjZ=C~-FR~K*7j_(bD7#6XFVwV=OOdA6_3#Uotg1Z$d$fF`JVe3<~J)BWXe-)co$B|nYQ0C zbYBGPnw5X(zDV991&LuY+kQrU!5`y-F%&NMKdpoN)*Lt~oL#2yY_BZ8zwyx9Z&&*M zE5Y0ZRS%WXlvmeO zy1!vF{n3)u-}ja0PxjI4^9Swyo5GyLwe+GNy$Krg9}x7KX`e5+rJ`_cKPodP)Kq^F z5A~|8AL#Eb*eAd4uSi~h@FoU*2^#dzZ+ou~O3GVKL-!B5$}qlNSuC*Ju9%J-a@ort z@?$>^^!?~Ze}V@7?i+KwR$A|S=DP6BWrlHj{OG^$6zOa~|L7L8$_(oCx3HhDb1hm? zdU+EL{$}z=#WhX#_pV#45D~n%8JahLKAnCbeIJAbby)0dkub%E`dVtDUzPVQ&G;iZ zlpppr@!ei}=%2QJ>cTF?C@II`){Nb++^)KIdz_@A( zC5U#WqQ0|6#xuvzyu>p}%8^Zo;?p?rBOqQ`&YNl&tCUQ)2$> zt-4F|_^UOi=$3KxV?04a|LOPQ&rJ z;!6=GBccu+*E%JzpeLsqW-GKu?Ef6H`dgmUQk36Bia&{^@2vFCrPmO-9__UiA{*|v2 z>nHV8fBUmb*W-w0Cch8O-ypwy-)9CTG?SoV{1)=uDM9Q1EJ1D=C>-a2?d6Yn;4ka1 znf#znM?Y|m4Buzdk1YfZ&@6HLe_|cE~1P$%iziY7s<`>$c@P@nFgul_swYm;Yw>GKc?|?w` zU)s5|YJ$I+{ATwx7n0oT2^v7qlZ&s}%u$mk&gp)g)u4dmQJVrU4DTrH&m#K%C&A2m z0=(&37%!jCMsja76oqek>-4eojSg{sIFQ?RnfS?2hpFH+opQ zzIDbraf)tt{|oyqkKfJ8ub;{K{}K{pB|*ddoyXt3%6ymjdX(FALG*t!>%XpXF`K^r zyOiiw5X?zX1-9|mc3MA!{?&2~zdEM8yD0x<6n{BEdHgww-phhrsh7m}vYPGqdBEOk zLBe0bn?X0WPYG(kiJhJ0e@FQ1k>@XF<*)Gx33MQa^89lZeP2Tm@l@1l`G|+CYT73c z^R2zfU_Z;YbN6pNrvj(wmeusbpP-@s+&enlVenUk@rUNGC?BWjcIIC{Kac8UPJaw}2itT6EdHUWu^vdn04R!f<(f1&NhW^_# zo9`3mcV|Vx9$ip-ecLIpst)yQ~g6c@c+^E!)}z&!=Lwd z_crYR9Hj4u2pZ~d&&MkviYM(~rl;^>w*AX8oKU;vhyBvdKjatmhbbZGx1s&;U)>)n z>swZLwRm0?{_5La+uq%|uTF1PfB)WolL`K2^vEa5MPC0nN)f1{Ee836#(aFGIf-J4Ni~|L^i=vYTELFF>qcYxzzxSb_;=C8z?&4P_p%uxa<-UATNjoL^m6 z?oirF3-tAa;}rh{L4*Br`fJ-$wj#LX)VJAAGiM54Q8_qA9=D{9-}Lc|Hh*;Bl$_-x z{WwF=(0{uhd>p0tWtx>@%DDise!=5fq^W$Ro}fQPbf*bI&sEg+URla>`_k6ha$flR zX&E+URr**LVgKyapPwmx`M!)9J^X!R{vg{QGkT4!?k^Pghe#aDS^9B~Ammh0-}VjP zC|Ahe3g+J#;vYP&u)RE|=%(!-{(@n@WPfMq7cWtQ#{Mhz^DDNK{Pm=vaP7S}ef{(T zeMkR}d8+!^w*RaJA8>*n!ULJphQ2s9yH0Zzoxz#bs zxigx-8_dhjlfN5^Zd!kchki}Ae^)5Nb%M}S6}9<08j-7gnUBqMe`!t6)_Jlqo2zI) zSBdT#!R!RB^oL8tF%3N+*1u)`_UZqRmp{Zw+<#@@_-@7@{@zi3@b_*neNOThi29e? z&-eYs+_1}EOphKF8tw>~$#19!LravL#XSmc+3C<~GH2J}2tWcF#!-*V?0e zUs%7tF0Yqpcr?@Q3s(Nd9|Fo1_iS+9Q@dZDJ&tp>@_mh1n|}{C5f1++xX+37we+$J|0vqJXI{R6#;=&iowNBvsVMxn$nwbd z1+?(g!oNvke(-man&W%o^z?9zztcDM3p#`szM-x-Ui9Sw>ILC3m3{e%3$03a_8-kd zRekE7VHjUX{%>#}SM%pmf}?z4uW`RwlP8*K=P1j6xBfN$u0kK7FOU!QgZ>!xhxCEV z_8$6#bY3R9U+W<5cOx9@En0dGyneYy8Efty$(vi-PpiSaR?8*n>!$6@tEv8DrcLa} zwf0ejXR{L2?M?ZE{}=e5apuf+f4LXO{q!gBKR}Fe&J^KVdu$@gYr4%JR67niu`h%C z$)Qm54!U@bblS~8U8G^``|^m)_zNI`TUi$?L1Z&;ctME zK4|&LF7A_S`E}&-`6UnX-}Tkz|HYf`|99bSRfco2dUE)CSZd91nyv!xU=^rnMLMKbT3Y_#&mo?{zttY{U+0_qaI;j* zm5;GHbjsF->~%I_4`qEvd29J`5cXZu-`1jiAFA4u(!^RhO3IZ)W=#Pkk))AkMf+f}6XQMGsuN<{EeVIb^V0CAbs>t&^Pc;jO*(^rK}3@v@!8_A%Bncggr#M zpx68<)zjrA|4OKDjHf`Cn14Kz*B>xGhW*mwM>FUL#zWw*>8mqG`p7SE@RM=SgP&%P z3W@fD`0(fUy>K~w=qutfzv(zJQ9_ z-iO)wGT-^^uOnD_ns84T_j-4hncw$UVpwl*trHT%uDxn;Z`INWwv`q#-rb#bCiBj3 z{grei{@7Pg(U|cE7qRKN7nbYwF@hz~g#ALPlYVje7K-%_tOJxL`pg7X;C|=cBX)FY zlb|8R!q{Zm;NV4Cot?gWnxMxz1lHrQu59IBu~C8&a&F9K=RG%BPNHu=Xi5Ks%M&=* zU>zHDhW#?XsQK!7r5xJ(dRd8}UlQNf!+9g*Q$BBmbvUfkK^~Qz&$O0r*|~ZT<6S@A z7U!J`mu%@fwn24~f2>bpJrKA`AKCKNJ2r*xYhoRD>kr-63=-#EH2YG9Q*oHCm*Ku9 z)@$Vba&#B`auCu~ll>2NEFpwDW!@9tqytcm2` zUpp`8Ea>f(AN4QaH#4J$oS>J-2lmp#KFIwm?41)aLV2jD=ZgU`iqD3~uvuenuviLz zz97q1kN3ZELM=Jz2kf>%|3Zqrd8f?$C3u?8xZC2qR+)X9cDWVx5cKxSkM<|`&$)>| z&NBg5KRdqN{(!Z=ek|kqWVe_r#p@d#TX08N{k&ct`kt2{^wdg!qhpj3L+5Rg{t-HF zOVLg3M^1X*4C#(^`dakSqXOJsdc;FL?Xb@!Qw&? z?a+$$-4ewXEbTHgSECmD}DcPQSTT?q2#9n?&Kc zR!$l*Hn9_mkC*DXvDiV%byRZ;(xMI+h1wr&}}X1&eEQh1AU9nbXWqn}qb zEB^*D2aYVi5yplS{id;JhopVu%?Y(ne&4j>z6<;Tg1#vIC_xZ*LPZ059*I_p6|ERk z;d3ynN#Pwktx22jST|0nr5ODvPSDVQIQ6fQz!n$$=;QhG4e`G2^20Yy5$D@f%!3sYbi-TN)beVrlL;Dg?Fs#CCl-l zpMu1Gd1UR)q0c*c*e$+d9;mxukA_Y2EVLZ}~u z{_%YO#Ib2P7eC$_b(Qs}c$E%hX;I!;*Z;Eg9rh7&snF(crCI6BZdFd46Y}rczHHyZ z;r82a_)CIalKmBxBZk!p8szu?bVPmM>bH=9YZFf~=;@gY6OJzWpx<{YPjr4s74U|fr|Q%dG~^)9uyw=v1+Jjf0?VO8#v8s3;nG^ zbX5r&+wZ*RPnAjCKYiLY{kC`?YyRRc8LREB$|<_3{vsaQpEiHi*N^SZKjiv*WmMyz zmRCwLf9N09y&xCPp}Wxs%tKVv@u0_jrhUHRCf6Sg$L-EP_ zXiO0KR8jYNeL@tsC6~KyE*Hi)g>O4C`(enXEzF;nM7u33|`m4gY zu5&W?R}tCj2>n4q^(lSKCsb6MzkBsbKQiqtG5|=L5GW}D|3o&clo1V!}=5G>(Y;U1m*g_MCWBdpXmqRhf7?44jlZ= z>Ob6jqf>->-xlixe?C$N;6YAy(`$Uf#CdtFn}L5r`q7A>vH!FB+tWS=i}Pk0y$h%4 zc9%c$k9D)8(xd;wx+3VC(2q6*!AC`H_jLlJY7U!NBSiFHZ;wa4h&<6&=wDN!YeCR3 z|8Y9`^10$i{yOtf_&Ld6XEXZV{9F2fkwG!a%>VIyBAmBE{^j!`X8J>7iStVG_@^aB za3_d-s;JH1o26-0Z@*z{guj{=d#BCl*-U?*(q8^3*HN~8mb#qSSz6JL)&!0EH>Kr8 zr8C`kgZ^Xv33kF>{wTks>fgVg*GeYjZ%cA_AZQprY#z4nic*pMy}^EQ$=_Q$qH9mk z03wgpicoqU+@5F1fe?oIM=GzD@yDAvbHp>t|G%F%)#W#%*Z2g8^%Kqid>+Byg9Q17 zpke;zU$JvEOIV)4tFG5>ao+c+>*yMzKIreW*~i}^-Yv$yJ+U*jKW5{nPL$9ff>_T` zQQLi~F_S-C`8oVD8%_$h&U=u0_;P}+ad!*DNCF&G?(?&j8{-kl;7{ zr|o-?IIoQTRBDc<`a{VI`=`yHa&mk(lOORgE|UBIUn#IR zM=*>NclA{_kmh$0_RojtMiMmCzolK@scejM@2k7Fhl}@lEl2z_TWah6`UVr-2!e+B zhu?zvkChAbJ~igGUq4&lr*6S1x@8Fc7)sD+KZ?A6r8tqlVB~Ar)lmgKx|9?2Ni9El z{dpMi9ZpcLf4r~z6NUfi`??taBz634c3;xI{09eSBl)ez60Ps75Na7kKYk-v00HXy z!}i!)Y)YVaw+@|xg}>hqzwJ2j_KEHUUPx(7y{=IuozgsQploRs%65T|C z&=VDnsU58PTlW~BKdA6Iv3?ZTw)RAqam6@AH?@Ce_IDB`G?^gESw+LDrH@gx&j;Ml z{&D_}qMPzZJk-BtfA#Z_X5|lhw11r6#dkCMdURhP1rf;eziIS+HNhN6SnYq4T}xnN zN3UyC)ZF*pcYvtB-|72wf`%S;J`M%Q(N@y+;G{Ee0-z%OjYsXZYzmIL9@0pxpQrA7%k0aVl`Z0^3q5g}_ zDE)vn_^D?u=cl*Ceee8biyrB7DXHTxiv{C)x&6&1zHCTQJ09&qcHa^O)`*hw_ux|Lmg=67Q|Z?^(?w28#)%2Sd6q=d`y^rhGvgm_L0l zQN3xV5&gV{{`k@Ng#@9eD%yy>ex`VOg&nM0Z6U+>;(VoF{@Spi2dC(k`SfD}K|}xT z*KAK5bE5YeV3(5mUW3_vef!E!_xC-4&Wl3+MfBqjg3uEc4Jo$|_l1MpFg`qEdtb5} zr|72b2k}tM)| z?Ehv^L=ld7_VL&6`^odywUp30g0lV5J_m{QYkB;hRQ^BO{vek;|Jp!u2NQ&yv!c1X zMY4^a+Wy;g3a|I6Vw;~Lb$_!P>H8^yhWS?vQ~kw_`6b7Jwo`8if6-U_xDVM^Q1>^x ziRg|J%tufKw)J11sei<#`EphGo1B=YZt%KbhSR z=LZhHF50nc8QtG7`gM#?((3$e_kD8?A2m9z)eYhAbD4|#!h_pe2>x3sKE@}8`9sjW z!fzGF89g>s8yUt5QoK2}bAP=zrx^zud+R@O{pt2&J0-N6prQTdeAqCCU5U=GpRg(d{DmGeH&j^sDrk z`Bm6FcH!AW!r%Ltbh~;ljjJd4o8{mCV7}xfM{W@7SCyXR?*4a%Ivi}w=rhp#8}`RJ z_nJ~pMRV9q|G)bC)8vd1{+@6i++O(+5B;yafAAMYI7raYe*{=YK2}ox<^JcCWGBUY z0q2i?bxIM?k|W)}>Bj+rhWhu68xhS42cK?Sdigame$8^PONZwvtBCsBM|As%C0Mu7xJZ!taK`evRt?F@~KcfBWf(AP4!|$M`LXz8@oKpifu3 z^eNVn>L2Yw^LJH>Q*_hu8}{E}e{;mFPS++gRXQ5#2uo4f%I` zu;L<%T9>bjrQ1zboWgr9ii&g}-kK9?IZr<>5!C1J7N!*|Vo>g$&mi0&dm zgZ>@xnh>YH*O<8ftW5o9QuQwbrLXB9=Y*QpANo(!pLTvQ*?&eKLW0~NhgBBMy;=SI*=3@;LJ)eQq9H>^KU7?3|13R)|JeSS-hSluo2!)WHG=3TR5ZwW zeKdo=9Mo%4&;MZm0r`^0Ki7$GC_&gs6?Ob4?+dYhiT+n!zp=Odq5ie`OKMK+O!Wux zVE^RyA4U=G5`>;wQLDehj@xg|o_{}7yw~gXNA7^8f9n2XZW7%cg3uEyTE5jAmNQ?m zkDZlZaeiRD^}XhqrNsE<7SY`%XedAb+z(@!H`#yKzogp#>a_lf`jgjRlUn{sUBAP7 zMX0|Y8$apuXSx0&sN5n68pc2FOV+<9{d?}_Na48ePpIAc1Nnb+{tUe;V!O{B^Q>wWKp5ghV)S}*w5FD34$qu${U0pkeZTDSw3*H=(q z2uHq=UMjkuyhD|5S@sd!h28_w#)+kbe*xSd*UBIMc3dR+97MT7J}o}(E5knk?knT| zdp1EQ-!Gal@&1IpSvv7QZ1>-X^R8n$)qhyB7GG%fU$MfS{6Az6^qRkz>LMKZxA_xL z{Tl#B{!t#d7lZXhgyXytaQXhpqqVcj9Gc#SZ&k~$WBS4TrR{uyJGc7RIPuO)$c1|! zF%*8uDv)OnUXT1Ig%B>^uh96H(BK^u_{ZO|(e?k6y&fDsz zJV$%OJPP3&e@80cA{=~B{s_l+FI5{&21j;aYkQ zye3yN@bJ-mH|gimP;UTS@{epAz~^%4FS)COUoN)j-FZuW%8!HacZc}$ejfNE9RBXK{K?~wc!u#7%2SgE{_x_NJf4C+ zqkV!8aD?N#oImIz!ZrEY@Hw{eO)qLcb-1Hdpbwon{HNLaBNf;5tD?=Hm(gFBt$ns> z$P1Buu?{EuSA>6{%pClnpPK!wFZzeX@spGPG2K6t)}PcS`zHHi)Z2@^J`TRnZ|I-3 z`>^_#LVd~h8#w5(ZmgB3K7Rc7@{VSjzZG46jX(Sof?l^Ts6X(-Iw#tXrXR3R&<__e z-b$=L;9rO%z3=fy{t-{Zodun&FBmT%zE+?0xaL2ziO>&Q_#OE7OCbM%a7b&f9nrRp09!*(m{Cu|KI)j>}-;(@&ASXe5z6jG)?yVqSiJCMpnl~-I}LO zCOh;|KmChG9|vtE1nZi|DLJegSkbG=W7)Z*ugd3F&qLLx1(jV_rjHmC@U1@|FQPZ> zX9q=BU&20pbXk&D^~W=w7Nqjm2}{Tp{RgM$7W!;yL?5tks-m|09Op9c>s_YiZKjZ* zmpWFgQnkc%v7Ur=o@zv&3kj?ADbvKTym9___P@Q$Iud=;R!u@4KAkA&u}+6|P{V$d zrB2FsibuCGr()v6SvjH~cW7z4i%TbPu)#VN);kUBVdI+)ys9`qJ-Oxg_P51;_^|1n zOU(PVsi4RD4fbmc>zVG6+u|6`gJM6Z*4%}|$L-Sh1F?RFaLA#`XY-$)_dDmQQSVqM zO+y(%dMX-IXvTddc-i>^qqiOw`;i%|)xBQfO9>&r*?QW4v!ABFKZ9`@iEHP2R?v6% zBhBR3_Kn-R@@fJmImmJFx z4fRrxKER%-sLlU+*U#q*UA`U0I#76?viFvZDXzcY0)5F#;jkwv>gQbbE=w14vh3AT z`gxqO$Fl5?ZrD}WFWAdGL=Qbs(dpy%UuUiuIqlfP=t8@x7_BUnYRtn_tVVU5A+A+r0r+b<|MAE{%P^viu14-k0g!$ zS|IEj*6~1}kA652M182J$LRdWSkAW-vc4*NP@D(3pj3+ad|AH_hjT&&h#vM_Mcwli zeWv){shV?3z2&0)kLppZ!L!ZHI7K(jKm55tuW+B%UV1HFkhl+`joTXA&0nMc{`+mt zBuG($hVqMiFmo-tMek2RzXn$8@-}C7{XA14qH`gL{zygrGPl0LmK3e_Q{lmC`=jsy z^FpunJFnj-DNNssd`s_C!}o>Kb9D2xDHn%}^EhGqr;aH4NWTwZroZub%hsKq=e9VH z(0k#|Ozqng=ETml{tyr26wGh%-HbotVVt7PvkGy1w~szH5aWwG^j-kyi_?$F1X0db z)Vd$&U#F<^2_((?2|u0*bmu% zesz++E(%14?%RKgWzP$2zw>_C8F8M+)&E(`53k&X{??%QbqHcStD^2o_b1FJHu<3_ zuf5_v!w&yx``-=H`(HPr!$yw5{`gJ)5XmC%R(`(c^>T*(IXI}lk`UKa@UKbqwFsh~ zRMd7KM*AG(hH;|o55vCl)9(XforKt#wm-zfJV9GG)7u}X2(<|s^e5zu$2*qLVpf?! zo&FZ>Z(Z;7S$`$)G_->Z}|Mfh?7;3+$7x_L~JrblLLDZ8K&3F1CTSD}( zzrnWiOa(>#*C)CL1kq2cXwb`|``IEIzrg;uN$+Qx<)4!Mu0Izu`sXJ8~GmzfM_Se}DUZk zznT-BJ3;8Vit^%%5|kKvKNozW{klIMzSfIVbW02R(GnkY*r>(QYs!-E=ua|=XJ7dR zxuN`iZ2l7zi29fNuT~^STY{Jms;F)KEOp4hBdsg`CHx7L`K8$1iWho__S2f^+7QG% zPet9Ehs3g=b7TH|nsSG@Pg1#le%{W{Q_$O&e~ShEOdHhzTHjS6cJ|rNpr2}ful(9k zLhT6}#t)9mdtYURSB6bJ{NjSJpLBnaAio?{!1m=P%PYMwsRjy!i* zHLCEgTOakb?D$R4_a?e=1P$X4rv|Iz+3^K+J-n{oWgjX0_4tw>QxZB`DkPqj%~BPV9A;9i#A^^;agiwHPe; z_oeSX1P%7jw|br@Y})C;O3$;QY#D`nI*pIK_@b|%??>MU5=1*wQJ+x_uP9L&Vway< zdW#L9aJLqrZwHq1;)GiI(+`AWJyZQ`>;Hpivva%hoE826)9-0fvf9SRg1?#mfKNgC zq3s{m;rMPwpPc5uX^3EpZT_pzUkB0mUkMuW&yz2Dz?Mv{^7HRq!&z+#?_W1ndu84) zoKVyD=h1Rlug&iw#Qde&x?B#YPBycfK4euI=RO%j#r$c-gP08mJ2nvXgGrDf1P%7z zr(yNiie>ul3KfSP6#kS4+TQq| z<=<+<8^&q>t0;vpvH25fCG=-FeIG^8Fn;k5P}QL+}y|1|r{Ilh~fUqb#rO0;wc z7yWPA7H50?wxP11A5963A($BntNTagHa}Db{EzP`AUW9or1oFyY5w*<>5p&B|2Tdw zbOiM}(RMz%21mZe(~lVh5l=-UUlw@EVn$4H-F7ux?7#G%>z~SJi@ts_f#{|Yl=pA% z>`eb<+N3)S{nGqDit<|X_4~-aL^qY7VgBz}&rS6Q-0!~AsE?sy|6%F4ueBYr>-Ui- z65SMn7^kXe%=vz?tfT+dKMza|6Z?;ImYm&D=AFKNKZ)oj6O{X(&cAfv!*S&msm3zRkaD8@JbN zO7i_DI!2vmSfAU!qw^*2du@dMo=tS~2^z*0wkB(7=u3p3fjUq}fpBItmG zRr_<{*dt|F#_RjekG(7Wkxd=Y`Bnb`WjUgm<=^Z+-yf9FVuA+y>3(Krtm1vE=})os z{}Jb3hDM~lc{{9--Tblt4f`RlznRIei4`FEL&-1rFCn@25|roPYiCr>8G7#;L;rHh zy^zzTntg=+EG4=Cf(GEYR`o|xeafn~W6E4+7$3e5do(sp&M?0}@B7B9eQJIEXa&)&B#3d6irUt% zJomk8bRoqm)|A4plsL9|@G<>9vYq802>Wwk@}0MPi?rdCoMjdLSVIu?tfDr5=6C+o z_HWRyWB(=@#a~U(pI}ykDu^ul>N(l}VBrr>yAM&6Bbt5k>-Jw>f3=q$c1fdmwwwRX zcd^0AQ(R{lzm2+GVMUC49znm3GP0SVq5MJ;&VFJc{g=Pb-8M{&A7<=mS!={9{ruB< zqT4{w*nc)y_+D8*^YE&79YPq|bx`Z;_g$;Gaf)tgzs%O(Hc~>H2pZ-eP6;y~Gx+1m zK;d0&{V*NI;m z$)%$F$@`DH>H8jnvi&X*xz=fMox5WE@i}wu*R5D?VgK#ZU)`VKkJ=xUpFDp4i{vIl zNtg}z_v{$YPSgAmdRgY^gTXI0=FHCy?~qHMKaaQ&`)J1S ziX#8}h;BbYgZ*(`b?BWkqCu;NoiE)I>(?QfZY=0oNY_96%J2L3`vCDhOweF|ECpWf zW6pb9MNBVzO^lyBc8(f1eyu)!I!JVf2<9ee1Ie*a_o`+fP%%1_JI_s<^( zQNE86L_e*f{<}B6q-JqTj2~tDX&?XZ>z}>!C_j1rc!K1kDp&~C?{0-LAp#I4D|j>lEo?RCDZ(oE_H->k8I*kYdY?|t*_smBD&K^ zP=`)de~A4qw>~^*euQ|BEbr}HW7D3m#}Uom{KNj@eh%o7uVDIMSbubKPySp9teAJ{ z+sFupb)_QK^Sdo;|1f{q{+}hjAq0)~qyPL^wv*Wn?(@cIX*#NPB zuIaD+`tzFnxnume>i(h7qgD0s<8_kz7D0pk^xWY0UJ1T3Z-3i-cbGqgpR-itO|B2* zgjz!B$4!DpdWX6nl!}+Dl^<38hVX|I;lHrq(+|Z({%;Un7{M$ARS+{c;F2=^|L5;f z*;juSv3@A`-?x!pGzj3TKPBt>Ls#+#j&+Vhrw=V(UPk7$C1@sCIS54)9^t?iVrUn5u*3V#$6+_aOTzb6__ z-y;Yb>M!zC*c&Bl+9wb5t-UGwkCPKd`Mhk?oKtjD`-6CBe{%mBNf90rH0WPY=$Sa? zUe!0*${wNO{43xCDosM zB)x}~mKYwP_preK5&d{f&`|#VnfiZVOM0jMWoW+r;yti>g%+iXYVFEFZzlhLbN@qc zfAal-CnU&Af+!~yjof+Zl~UEoPmlij7w?TdDcaxGDf7oI9?C@jVaA`574ND1t?*doW(|(-X7nvg z_77fDLLUjDo>kN}<(@aJYQY5)ZxuhpT2pw9G_|V@E!k1XA4lI42paNlTR(NZUbAz} zpZ!^V3isNX^0Y@K{XO9~^!*({gZ@;#w(=kgdC)C=y-pihSqiV!aYW6ijV(E$mbdgH zo}gjhK(hE?wKfj68Upan*LcVSpU=fk(A?f9{YBW%A6q}NSn`9R&EH6U z!T&vd|3EMo;#suya}B-XhIvV5oBxxfj^8X6)C>H5fsL8|As+NXYrp#b>nDovnV`Xb z@xeWpuwrCCur9DJ{QlCb0cAPTwU#_DWKYTdrX&8^{6#;1o08~$CWv}gqubVhaQ+kP=bHW1 z{ZXbOItPM=@tc2#HqR9FzmV%#ne;0s?X!RWNMeig|MK|vC*qr$AljKq=R0ZiVFmL~ z=%40~IWI@LX7!JFD1UkV)QoRFp$To?sHs^`tqtJx?LZ1wjZBm3m?I2SQiAJ_T?kgfz{acLpXmk<)-VKI>O%> z=Iij6qOBih7XHk%{6sT^1K0FK_m=~|2XgzD*CQ7mIJhr1wwCZ8rTLevDf~IT`n;;g zh1G7tf0xWpzMn6LYdHK5ss5ZE4_&>ebT9r=Eg#1}2J`znSC?+zpgs?>Iyl#W} zmdkID&EH%VQGa-UTx&P3!XKHIeqNFn{PTX}j|cK%+%4a~JxlKk4N)VwweHDR_^TeU zMs(t~@otfxylEAmjA{Kmcv-8%$8%m>n?F?&^1)xF&A(8tvVuSK=OXP_=ePME>dtF* z+MX^VxH(s>^;6rEV>|-=((+$a=!<;c66LL>?;z?0IKq){qz`#e-U288S%|NVPxJ7^ z{_c|VPBwp>di`#<`WN(TD)`Iy^5k_+t-joZza`Ws_~KrhCO`aD!GD>q?`XfUqiB!F zKk|okwe&!b^pJi$)BG7$vH3Gymc6&|Zv}ezd)uOB*BY+*`zpq5?dfn2@;_CW!@sF4 z4{)Rh2zlW@EZ*vX%Rx=gW-%|N~vDw!F+}hvzp7rEW7gUdw{(boyYxofl9x%4u;fFPQYw=Y)_3`R` zf}VMC_zN9N{&!&?;m=azpPl>_*Aa4~eIk6D?Y*#;!k--M`4O8vuF0>A435v?U0e7s zbhM4<8;kZX=T|;&t<_(7?r*c_jfFolYjey!q_OZvTiaHDjf9+9`En7C`h)(Ve8FEW zKHDE~grmL@E}zH6`~v>g;4jwZUrzPE278Wh;F|t2YJbjLv!^-^{QzH09`slGd<5aJ z5Au0UDbvuGx!f+!{RH$CFRD z`BSXKcb{(?)9KGHLSH}L?9nTscL&OEJd@93Y4Vg4;qrMY*dNHF;m$%noUhRG8_%@< zx+?XzP8|MDQT|8|<*WJ6tR(o$=XFruNFU{m^fdpf@FxoYhdG6O7*A^SF2X-`;`DU; zh5R7Dfao6~KllSjJV1nN{7Z`Qs~^=b#;?#f;BtDI3Dc1pMWnalp3vG0a(r2l8D z1(WOM>&aVLE6}Hn7!MJB_G-krPH-V^A- z;XhupmyLL=t$%GK<`+}QAFEuSTKr<%+8tW`wZh-9=Fd|fe?SgRUeXuC_yqDHKPWHY z7>@%-e58x{zzUmxX-@N(yrkcmMR`Gfl(&|iKAuUOzFwbNd_1=`lX_ zAp4b_&+4*qQpBxx!k*2uwf7bR*Yu&hz%kxOKDG39d!*S1ef<&ZiHMK>8#w5JqrRX& zTDabxVSf;g@&i56L%1ftGxa~kh5n+v(H~=eq|xjCXpx>4Ums6uxZYm^haBLam>%_~ zk0-znbpN}*(<8H5u@=VUaZTj>z!lXyK?%yEQ*o?#q;eBpc**69uP?{xEI zoG5?D`S;4G#y>5uB;-eaQEvu%OY5yulzr{4_eyi+wm7eJcxk%yd9#!j^pG1+mjA#s z_mM4MT@?3)Qf$sW>A-!LBz&YOZBd;w+t z|IK|B-Cws{{zXZUF$B?`tmx7|mav{9Jp2C=8^NN;fK6+#;`p2)OE^Wh6r&$q2x1(i zqBega{>g7VS(@<pax$mrc8{N6f93p_q=Z@!ggsJG+kM3kb3=FK-g1|XA^t31r;;0X>i%j<5nXM9 z7>B87%3Z$z|H=t9EkE}? z9V_j686obgbxc0(=&dSFg5H%9szA_SKV!~yJf+l2Up=z*#1m`+g?G*xzT`&jL4v*< zeJ@YY0Bq+?1NQkm2ngH9s#C!Hxdod~f7V&#AMFNEZa=>3cFig{%Cc-(l*^KCcJqgvuz#BU zNp3g&r)5uC&i`_n)un{`K3h0%WeS~t75ZL_prQRa#yxqiGAH5_5dU>?-jUkU3J;E#L*%K1k;=#RYq!YBeKi1E0J^4K{y z*rb-#T`ith#eK83*S2?e?weoKANT@(kH63h>3uEG0m}4d_a*9(+>O7L->*j5_bepk z(V1PwonVV7Jm1H0Zo~TO_wCUx>QQ(~f+}!&*7&0m>7DD)>W4?!9QvN^uR~|cJnh91 z4RQm@^5ec8@~_Pw3kv%Blu!eLhWR>gxE5(DU+F36!58p* z{89h%eUpYrm!P5j`KG;{p!km&bZL9w7B-#2v!obytIBNq`D6To{3mt%>Q~~@!VIg| z2!GqTnhwl6sO3%R4mouO;Mr0O^L4AxAeaC z<6hDD_kg&sC$Hb5+yUkCr)2*>?!G&$svPM1+FdKw#g2-K9UC?@5l~SOuwhrkhGN0q z6?<1y>{24y#FTMK*PVXBn}zR~ZQRl_ck)%gzL@5?>=#Z|}R6n`_Qcfg<3 zKlX_s#&i2t9Atn8sKv+o@o2yF>W}h}y*JuV+kZWYkxpPp1)UB=>u)3+8of2EVsAIh zFn=Gh74_eN(sv}NT0dH3m>SQ#H1B_}sN8+S2G4Q=ALRzrmLKe(UFG@9isL)*0JZpU z{^foDry6^+bsBrKF2qPzf-3nn&VTvIUK#Z=+Gwv_-E96*PPBh|%a8RZ>Q7#OmJsy2 z6M>Ngp$CYW5n29ioeJn^xcb~YX9=!ZO|vZ1C1Z3r~Z#` zhP6vDfBv(e``#!&>_v#2t|$E%NKmzY@+jaD&$3tT|HljKs|@m4>UN8c9?km*`ST{c z{sf_il!8|G0^YDKW#8r)*FT&&Azi?^$*FaE3jAL5-RDPq|NYlrGG4ySr~BU5guklo zM;=eF)Lt3?dJ|qhf~xs5$gXQ5^BW%#d~3>CVefF^^5heNpA>tEK7`koAl8M3ph5rQ zSFPzi_doUv{l)XRqN(3DwC9xE%=M#A*qh+qjk)+cwjPT+Yk6GQs|CNmaNaGjMLOv# z`Y-MM2lRVDZT|%Ev40hdJh%-=jPGJ`j(5a=12y<0k!-i9r~~K{K=0J3?-;uzs9Y6riZ^T z?0?FTy#wSNbOE*W*Z(K?-4%ZcTK(s6;(G)^RsDN(Ect;2)LyzGI9E8!Me$erhg$3| zZYRbM@C~TtpU`yB3&`WYEys7@0c!F6O!x~QMH!7IsFMHGqFtY}m7AWIKDRQ4L9di} zXTT(zyNbVW&;``em$MBP?{&%dBx-RYryD~*#u6-r2xHp0Vs6eb4Xq>O+l|BLx3b z==&0a=qFO}!I&Or^gEtbe$~3=J$8uVk6&MT$^QBfPC?yN`mul@^fZRxpkpcQ+r`?x z_3p@Ox3VV%|$SNzpYBRuSHQBLWz(caUa{2jVbx_7aDLt`g(5&Tc5?=uKm5|n^Z z|Lxg&;?gHo&S1Kd=I~aj~n+_^yg@IKyCY5ll~j^H+OX%SL=qQIc29?MnBdP%!vrvzlC;w z+S11M62ty9$MGs%?ltKq#-HVseigxj3cknMimB{O=`Xcno}Xr}^u3$Kk}b^=mHo>K z`o5AN=4mO&hem#4@VDEX;y1-v_P<(8(f^~|fZFnV?3{D1X@Py>{G-8l@851L^5m4A zN%^a0LjSRvGFn4WHU5RIn{%A4{E5F7bLr#$5c;2X{zJI|wdKeD9rF8o!iHRJALQns zzm9$c5iE%ax_{^8GCr=V^#{n&;N3Viiu_FdM7?4_};=-hu#;_O_N zMgQAE>9-P8?Y|Pv&3nqMGwmu+rRx=Of8_5j;m4AD|GNGR_szj3>K#y9{|Wz6e7C)YiYumU4cly??NW_`Xa~B|o|gK_6I9?JSCB3R&KzV+WObP)9aqVI`d`P;_2RQ9*+An=dqlig`^(4MHJMU=qK%MW)El6-{wP}==8v*QdzmsE z-+>3H#m9SFn19oIehNA^^yB@LQN07LTbNB>MoSEZ{8_%13|Mk0>$fn<_Yy%>|MRQ9 z?gQ&P>eI6$8SabozZZ`Wx$0Xg=XWOw?-W7R{Nc5%@gY68S?g+3ElS*d}_f`fpys$J+XT{(78NxeH5OOL7 zjs8wbwwXP~sbYlix7}#to_^Qz*Ant`mhjFIRMlT_%Ips`tcTlU|10~GsKzO|+2x1) z$n%e)|AO2BYUK}fa?lSM-^OhE&>w)lcKv*T^1Vn<)&C;aZBEv=JpJhUoI*Fm{oQK2 zE=*qIP}ywyl&v^_Pw)LH;A8zD@4w5NO+SS6cNl-}lKu|)UZEcm1hw;b*J|fW78nsL z-g}HYxTn5-cg5e+Rl>VQumC{`c#Syyoa86WJ`a7D^{4;u>ksk^e->c#I{mmoP&NMh zw<>j7A4T`~vrv5Ibl%^``~~^@weeGV?^UaRSXPl3)B3w{x%m@!H@VT(jF7vp%!2v6G#Ie*szV?#S!q+H=Qeh#ki{p7uNj_RX-TFGv17 z5QhF-=#ez{v2Z^H@oB?ZIh9r?$7kiZ4-S6@;Kx|F=msJ^>_!lea}b0P4|=f2l*7t+ z1^Td~Ks@+C80i3i7GIX?2YNZwk2WmhOa6cUul1$)2Le6R5BQMzv*c;R%6<0Q#`bL{ z>^J55aS-W|ANY~;Q|vjl`Ijth5m|ry9R5Hu*!{czEFNTEea5hSL%Ek!fvrwW;a@UU z^j|G1>Fiv~RerL0evlshRc>!3y^ht{)A8;kO$-|^P}yLS^3_D?~b_N^Wk3% z4K$($zq%%K^2?yU+#v27z1nd22Xiw_a1~ne?%AvgtXTzrGmg}M-1t%BJ;X*_dmf1T zG`Rn{xUZ4uPv8gqp}o+4=pP8n<*^`tWTiRq01=Nc@|Wpb3V$S!FSHNpOKy*{B45-W z;^p)y?AXC7No9+77XB|#KFt3c0w*3Raio(xzBH{u^N}aXpA|1g`&IBeH;w;WFU+s}K7RNJl4l2=uzYm&l9#0Q zhH*Vmg?BLe&+{Sw8ddo9iEUDzH1ihWN*7LUTzJz<_}@6b-SXY6?(lz+!nFKo^6r?=y>KRG8M zznBluZgP2Qig@^^L3?67gY+^#%J?ORZFt&v%y-K8D(6>TjHgHshXWAzeIZ>AMO4R^@s5QVVRz?o(8>t?{A~#jS{u~7x~+W`@!EvoH_nBR#Ss$^$i1t zbsD@&dS9VtW;wy=;x%7gj$bYGRoF+jCw$d;n|~v}ZTjLbBClHN$iAg6xHeJAL*pbthq5*t>dz69xQ3yfITdd>khmG}yM z%fkJ?4dq}njq*SW{7hfhgb-qkdW7Br|2O&$eUM7uV)HWZ0ljPgL-93z&oJPZE8)1> z;}@Y-X<^QgL;QNNS`e-F8aih8kZXQ z&f|u#SJ|37>FmtB%KPLNgpYEo^u=BoJW`m&x~Lh)USAgPL(F?SrtA2t%KPM|_z#bc zXt=WSIpJ^Qu3OTUX$_q@ku|Ar?oIbqQGe63)CoPlqM+IMT{Zs6pBdhFQTZoFc?%Ik zkOL`b)VJGI%hGgW;RE7*_M4-YR4CERQS^UPhOqe*KcLU;LnVg! zi2B2LS&HHz&r;BM-_s&j(RrupZ4&Pj|8c89{i^=T`@+QtuQ)-Br&2Je#2HDikZI5E zfWHD+Pl|u(ocubki*jCTs{RN~*M)w_>m@Ia?|L#h|I!38&PYL{y>;>M{Bz3PJ0}mXurI)O^YFt$(f->0XD&X*IrxVMeVpSqq7Rq{q@YE+sqfjR zV!_)&Z0-nqp-0b8b=>N$*jwVbq53@@zqxdSjzq>8p(?<0F zO7y)hK~?{;IBc(w#p>mS=sTb{DZHFgcl;d)lI zf9PFlN4Z#;|EdsPb%H9;ad);v7BZkru3nW7GRW_K7su^E(aQK=l@O{C#5^Je{r8qg zrt`AP_Lx_+e$35lKgHez`+D$cEt7QLG}9MvgEI0=l|#a z!Wt6a_5`t>H3T;fIj!$V@AF{%PVf6XrtIC#Yd^(aQPyAN=ftkAG5uf!Rr2HUZCD~Z z^&v4lW2W2UzUSEJT5A(LiltM2l=Xv_zA64O|DpeD@9Q=pzTJN0KVVapcxHX9R#;&B zldLnvZw+6aXm?BTm*GI)TM@*1&=5QnpUQ$q7eBqG>YuDR#XoOY^3M9w%6&aY`reYD zYW}dDJ0gkkC+j}^b!U&bFW%aBLGvx{%KFiX@LCX5$&cUG{V(;rn1f@a=r0(F@N0Iy0LA<7G?ZxMtCTnYW?Bg@Z}AC zDBbsf{Nla`##vMCCugs$AGG6_DSV7yKWl$e_*6V$uPC1z)#LbXEK2P5fpxa(;@08uG!DKx(2w2(p=XeS#`}g- z2f4lanmva3P<#{Vef8_ZmHlr=`rd;e>PZS3?G*#skF$Ky@q!qCJNb+*v#^$8Z`g_O zx)W5*U%|&Wr?4?|0vZP031!${SXG(fK6-y^AwQTGx)DD5sTA}ty!4~~!O|)(Pu;KC8s_B)VSO1BP;i2QwF zUD@8~@2eW8T|?a zcbr`;nw6$>_VtP`uk6!;Q&88Je)Pi!1wJ^@I8G0HA>=F9e;JNsruc{c5961-e#>Vz zzD!54_tvf-`x7I>2&&}AqT`-BY-P7rm!_786#C;VUn-m~_*C(iF@W%f5>$p76Z*M*Gh6SveurWI{jqRTwMOR^ z`5j1jg9xhjp8+4Yz0yZaJ~R6I-V?&#SK9*~NBdW@;gsB@{Qful&#+L8UpTh}{UP+j zkDzM&3pnSP#Mag?QYU+ZII(|d_@R9B(&0tL_-jgjKnLSTdgnj9&x!t{y{~O9eT*OS zy_T9Be3^ysuRD(Zqm|zgl+h}JD5n(k%DCne`%A@I?^w!c5;9a^ zSht4BdfS)9yOj^w!>SSe(}7Oq$_6R)$5Hz61XcC_VA+HB`nBu&>|0ypEVHKg#HF`S zR_)WAQ_v*;m_IQ7Y0r-)P(~98s@5-IkDeszgUDZEX^Q7Ye~C_sOpHt=sN&!6oBdg)+cUJl4ezbOUa#fD-v&)QsGJ}B6W$bps`)$Y z(ztibKQMUL_|%2M-p=!p_tk1Ol>NJT{0H05qWm3ntD-LN@69P_vi|TscR@m!M(=Y2 ze;WOmP7vv&ARjX*QO{@lSQjjMkYSv3`8zo0jY*6|0OxHTgp0nX`%z@%F^iAw_ z(5f@1pbqsqpFXJiPs9+rNBU+37WVF6CtB#wvwfV=-rB#Vz@JTca|o*T&la~zzR<6x z`2+hmd*l33N#L8;{y*10%_X|?2;v-13L5=ILjQnzNw5AC^Dp|}ulXC%zE7;&S6)DT z2M|<^zr19Z>`DvvH;cw;YiSJgK z9F+BssrrB56p(S&!?VI(?6SU2!q;A$6FHOee~RoSF@OJ>z4D8nz8A5C7+FD3wSGy+ z@0`j?CdIxw;T$XOf27>#I?Ul@3o(B#CA{SXRqIc`l}WEy_=Xt;pB#!4_aC0Fnb9!w zqox8sknolfRIMKaXAV56PuObv!2V#Yc<-cNd}8T6W6ZBV%2tQ{llC65srHlc!-T(s z=8n_zY;Tp`{`XG!+mi3kmgC^dJo+!h`V;md=Hf&CAwTI|{{bKULfe1W5F?ifs^+hV z;MQ+g)^l4*C0vSPn<@UI)#$GS>nirj|pXfAQO9T-U>2CGwT^kLK4u#;;$kKbfsy(SCS;8T<#)kL?6i>xZD4 z^HTIHGcTNQX5TG_by{c3FCX`n8^|fSZX^BJLQvIzLsnQGWqW(~c(wUkoX~$)3Ujx3 z^xRJ1Zz4Rjk81xFF(cxIzUxo!Uu7UX^W<0Ym!RE0nZn2XgZkH=e{3Z_wh>f;l?$wY zwD%7EMSE||U+L|C?MQ!vb-`23{ihwo@E-(`P6|d$3ICv9|KRJq`7f>uf3NMWl2#0N z?$0T?$@v56(0{f2$DNem2tl-~A!s;19{hUF{)(3)g#NOw#u`UkV6Dj?eEXOBr*Ggt>b1}-xB^7I`17banh#h>7@U2{qLVdH-w<7{kj$y z8_(ibUn(_r=P{u_vZ(KPyVkc#V*T+K;T`@Fzhc{Sm-IeYI%ZBPa!L4Wgue;&6I0_C zWh?GUr}zGdsq7)I$=Z{B;!LtMlf??_Yk?o{MdaJ>)4?fq66z{F9z2VTNTT&;E zWXI@77(vziv$E38V0LEWlp{;J#xZ<%J0IC{|8+-B$#tRhLr+lE|04pcB{2BQM8B5( zWh(l^`HDL5m|DA2O_euzx)Hyh*+VR?2&QrwH#fK~?{?DA(<+-nm{(!+O4Fg}=e! z&1&VEyQdnbL&_%~VAxl8cW`X{qO6-3 zf5Hjx0zvFkrJzNj>5{*w`*yDmB&`wm=Prc#>Qmpj2z*oJr)+i5YvLVed^d&Pk;Xr? zAI3j(@&9@KmXDi@FQ-fT>HW(ql+jgWs6g8_8B+8I9HM;}6^mnK=zCJ-G5YB-E*!~B zl^^NQuJZh6De$jRf*68WCrUxv>haH6P^(d{qhe#k{`==u-lxlcf**{;W^ic#cFByV{^;-Y9qwTmB%`!g8-e)awg`mc8W zGSzsS`#XnR%k!7g{-*dZZ^GZBDSWwDDPsSu zE&qKgcPv4b{P|a%kf4vG_d?Kq>DB-L*X^ghKmK!nGjV45n`zKYa^P`%E)SB-!{-&8 z$B+KGU{QyTv-t``xZ89-vxL9vz`cIlT{8G@KhB^3Uj5Z7`wc_5lffaz^O1bZ?yZO0 z*B-<_8|>G!4&$4R{yv)XsgiqvTm6QTe}Qt`=)a)#P)^mXgB_ZDAE+GfZL|mOD(vTv z8SK@Yc!>0{`;x~`_#-GQ;&Cq)@mOaqHu}S`=CE&ueZSG4hh(1&d5~_UN#$uO>|JqB zK+X^L!mu}nJ#h-t+5;g!86WS(!@f3!Y1?mf%bd~^%>9JD?2TzL?+=z!{BKOQYU+Bk zL{DLFthHY`tmldPyTwGjc78#9fFFOO{gSOnueImUrbqcOZi0V=(Vhq+9^bY03SA1+ z&R@4fE%ImLF8o;xFx+eJ?I!$LbT!I@Yg+#lF)fAv0{EW*9qqk*v_Il;Z(c5+vi}6X zM*lBGstfsp|AVykk(DDqlvj?2d?@ziNC%i!K9L^&2C|EM)27cV%8&AZAA})qz)S02 z0rHw(R&p8KQCpt=uo5wpVR;7l<_M&@JEILW_>e0qUNKPjgGbz z{e5-)0W)%L@(}!IeBN@+jAD8E*6!Cdm)vSsRw+r;3oTr^fm$FT&sl z{6YTG$`AO_wjb(G>EF1g0)CM1ZlnK^anycodHhRVZ|_Xw_yzLUqRakrZH5nH$sb#5 z{yuVDpT!?W34a%9gGk%I;a^1Z$7Gz(oP>OUKgfsneu2?F zmct0)KjZmPsQ{V!34HB&zU+^rrifp|lBeJG$NW>6ZzX?T;4eoBw>391b`$Bh(EN|_ z8}p4^pAI}A$LiRtvtwKrM&R}V?39N8Nj{0Yc<~! z+>&>cI>drYeaW91>J##<$g}pm$esMN`Ah4wfid z@1M(u`7VXY{$!eP_`^c`fX*_bd^F~zrS>!U%YwYv8P{j+g}lID81S`WA6iey{Uakk zV)TF1N;6(4{zTG_FUtA=`EN2zaKkDR{fr#^qCTJ(L|Cqm!Xh2|OWJrX{o-8qA5@nc z{Ww^+BY#UZ_+#UEXGi?QUzW0u0)6lWdTGP(Zw7n|@*h=A^hc}*(4MG2gthuJxjagK za@dmRG$4F(74?;i!YKblv&cWPUNepg;a>J(kL_{y_dRJzGtCTL}3_I_>zM zw*G$HZ~S|IIlkGR_xvB|FQ*>Wm`jFPfo%dO2HN=Kb;;q=qg9p+T8BB(r+@I6lU3F< zKtFbovctK86f~X}UMw3sxcO(rU(Sjw9o@F%S|jvz(Bljze3iZ>VAbP4^lf%`?2#(@ z+gVErn=6;QR@rO6f>UyF4%Cu9sLreW=Z9?4`>HLjyS|@pJ7uUs{XvmKRM*Ove7@eGS8X92OY>c z<^g<%yg?t2@kENZ(tjd*JO2;%s3&>9P+QcWx%AQg@P`cg=HjEDV?G2v`fCwjg6L0DF!lZ2XZpu<-hpvBrDCqqiz?ORl-wkJr2Cotm!||3 z2%4@@b6lx3>FG0XW zS(n-KK0a1T?tb^j_Y>}TORJ}d5fK=_&=<(%{rQ>=xJFOVZDX4R&A07l%>&G!Z zCF0raPVtrY$HfYJ`QPV^xw|E&`SJrg7{9dpH&gv@CGEdZudvrgzHR77CxWVdu+d*? z?SMM<%TJc(0g8A0eO|V?eFus9YfIlf398B;{M(b~EcDFm(26I{v9%Qc=k=AB?2Gp2 z6x6k&AMFXM>OWxcvllF3Xv3=Yk6mNvr_Jmq6-!KLFX)>pztfa~RlKj?68e{~Bm2h} zEa@)jo5GjbdTx(-p+J`M>sHUIFYr4M-yI36%CD=oGnIK{+Vi(`I&ct^&f*7ZzV6fw~ zxB79r-{q<}s!tPIf!`|GN{gq(-*JtV8e4cHs1->c% zksst=JAa$PUrYXKFfR4@wr9%QeZLF(-HAXCf~x&z$bt9+4EFZW56buL>Ir;P^fCTp zUWUCfkuy1eARY9(^7yalKYLPw-UKaypp*SI*^$35(1*X-43y5BU@w9y`JG>_`(1J0 z9_Tf__9zP3n@ZXny^dqR6Kf;R^c&Kko{(>+rHJ|OidhH{n z{!Nu1{`N5b;=VBGo5Dvr;A_`U{VBmPg2jM9?O%|_e~jw`>vwx^S@=hPIfDpK)&4=v z%m2;X{(R*2Nz#9!UY793)t`Ok9Atdy$3TMUCsOc%?m>h;D0y#+VR&s`MG5e`PIt*L@LN6f+(jH z^gq$`K3h)y;vg4ojsD_Fa!PKp{79FUetxs@gEZ?8?fb6&L|`#N3xW~|JF@K~>)3YJ zpdrO?iSu8lxDe|Ju6;!NPoea)3982Lk~tlAu^pfC94WZ+2E#rjWPQ;h8ILReYNrz3 zG=i9Cq@d;1f?HX{sV;UW-yat1=UOg1*ybr+I3+h(e^~#Z{6Fn7f-3pfm9l-y zIxdLnR59-XR*m9)=i2-4?B7|G-#qyVwl7WibByHrCAcCs-BVzs1IK7X}*S9y%-Vy%lbGP=r`Lb_sPRUJ<9|dz2 zDUdMxKC>YN-{|da3$OAp8-GckO(WLDU1v23Kj>VwwkKiY< zb5fB1ef|>5{9@CDz+Purd5X{Uhezv!nHBxr7W%%Gpb7-_?wrB`&c7|OY;cg+f9^~9 zzP!a>%KT-X{D#=)r;O!$+f6y>n8J4^e{1MJ+WpgZ%4i2cRr!NIZjt2X=!-im4%`&y zU+ueW%vqwX1E=IB+aKvbKfUKK$>gsM{pwOW{k6&Ti)!9$$u9WcMGXE$P&Iy849as` z-|p$>+l|)UXV{;;$aZX;dUnBd8ibf>MXS6Z-Rp6yJ4MWZs2W6@NQ>==)xR zTK!klbx*IL^Kru8PLIzy3x02*yw_u@{pD<5gqEQEVUIyUGutm%@t0;mjA_7uA51?E z5=1*oLF4_og(N>1*C0Pwf9xl`0|d3>SJ#2IUoss&FZ}gIr;a&WBU$m+Z>sz?uh*|R zrokO?eij$BwE2rq6*-YJv-~<8)|J}(gNG=iKM7)D3>?-!SmC{r@l#I7(2p|F^K+^j?3F-V5tQ@!q{RJlV9X8>gTygnk?$sBJ&2A5eet z`oaA7e&FvL{KH>8=$lu6VdDOTR{wsCGCDy}+y5+1q~?55_?pXV4<~3 zE~N}s{4JR$|2kc6%2#WjZVG=j>3=Y;YxO^-@MW^W_N|D1KhILm`QDkoe)FR93-o`j zziLzTeFz`&r^UZSe8m$~wZBJxn?3rF;Ig|eCd4xAv+U2^&AWf{U?D%33GWfX>;xqc zVAc2)8`h~qfYl$74CT-J_I~o$oyvP7S1A1hf~xU1V9^rkz0A!ey6Jk{WsNC*WvplG zkNcGI=PG@_NiZux3B+HRlBmDszOQ(XX4i!NX<6N2>l+sAz>(}4{kTD}03xLIZ=HsB z*g&ekZ1jDG@x57VQT_<}ew`rJX;N^9h1Vg5^AC*w>AnAj^M`*Ye_DT+7M$2MbNmVy z^M`i+y+s+_MusX_c;QEV>fX(Nm%Dmitlu6kfBDpLiZcG1l3&c9D8E+!7)kW*5LC$z z?^7pPZxLAa*rg|DgulhYk&`R9^l!_-rn&Udf3)p3e16+;-lpuwW}FoM z8eIw%^l8(&jgX(als<-_YW?k(Z$T2X>6f$9@DhiGzb>b;fmt56@eug;2rrtTs{h#* zY4%jl8+M7T&Uc9WuWs2dt~wUy&MCRc_K%?Zr_jI2{tA`#uc`Wz>4b&mA%d{mHkZDf z?v_2;UzR`R{%0&@6h|;WGS=zFye@xJpJ$fq>wP}=g#K%k)%OZdpO)fCW*+~_dx^iM ze^L6M_Wa~;V&ow~)%an1Jt&dI(ENw*zdHY+{?luJgZs0nf35!eG4cJ3psN4*I}Uor zF87>oHzw(%n7=a{?oY35EadkI;XNg&l3%~1Cn+q*;W{p1?P^ z{je^P>)(!3b|&TDl)o-h^iBDjdQOa_5LDHlN4u6!^sg57AF}>QjJQ8!xA#MxzJGKQ z{J$W)M1na8O2DZ9US4fT@Q3I)F@D_cHKxv`hl;=Xmz4e$K^6TVm%{J#crOO?qHO<@ z-u|x>@BL}*y|En{lOMZ9iS=*JEe=hubgm}a{|({2C8!!dcbu>O zl#L*Nfsm_{)pDs$$TXFwYd;h>Z{Chtgzs$q``S_DW48A8=3JjC|t+i(V z|A6-Y&_BGR^vML#Po$vNmvf50ZLF)7SMI)HgJ(HT$xZg3f1bZHn2irQn1AK{t5rJj ze}4Y_fe3sdsM`NMXk059_DOD$tSZGXO&w*I!B3e#Q|bF>f-3o&-DF+@TS)dF zkiTf7{YOaTfen|^QdSaTw0 zvi;&rgV`*%LH_)LGjSbrr3=3Hzut0^Zm-FN&TeAW8Fw$R&Ty*Jr^qF=!N z6KJN&Z%Y0%5Z#OfEs?QKUO(EB{Q~wMziPjL{YQH32mYJ$OX)HKl`G-vdhg2{>^X{Q zs{XM5h5TywugfY?PCnCos#ct0bi`omQ_H8eF7ee@PFcKfEgB|Dz1~gJ~w{L(dC) zZ_xQ+{dmQ#Z`VHx2|Vam;QtQx&hosORrm)&et?L_`3TB~FyiI)Km4D-Kanz?AU~Xw zqx`Zz7Wm^+{2|Hr+3Jyhrn0=8(ZN+!5l&05u<$Ra)uVzx*?(eX;lC;^ehSmxzti?d zxqb7C`qbK6zJD^Rcc66(?ru0puh5dizm~DScQq0GA&mTF`D#S|U$P7TaM({7#JA|M z`hqU(1QD+-FT#jNz035<2>(CY^Jb)%>+45!1>;fPBqrMT3^2qWBe{=Bn1b<?Kj@!`h#V*7xDo-Iem87pWHrWenz~!UhBzQ8!FtdEtmZrJMwPE{^!as z(|l>%K1lZxwD%j3j}c1o@ZV@0-?j9lc<=*%b-;%_gMah~q(?e!`A-m^rOiiF63{Z(I0jNv7Xb84;Zf@|IdCq*wd$5 zcQM~I>9RXlTzEGzU#&9wCs+KFVm%FdSpTN24`uw(p8rAqQJ>myZ#pkbC3%MbY{U39 z)~*ZhVSN9+F^BxZpJ*j%yD{@(TQT0It#9yy`bYT3`bT@AJQ#0eJ${=X#z)APy#8$c zLp;{Avj1!kA#X;1zeU_ddP@TVRajmRDC<+4Bgp(I=K*Q!@5lK9twIT)8=m{;vpa47xG&1!pV&bZ+eh_-zH)`kM%d~1+m`L>Q5p6 zh)4c1z497<;E(mk`U2l*Z}bN_9M802lm~cnc`(0c6m;eO?@aYog=4-(deBQ7hW}5j zpA>$P9&{h?-B8uDSyN>^NaN2~*>B4HD(h?TuiYHSDo zQV3nS{BC59cdI$t3+D%nKB&$!EIhg;vUp#M9#`K={v;@2u9kOKMBkV%^s%^SVNdwb zyGg;YljA?Lhi&hA-+z9KZ6ike z^h+yeMD11Zp{E1i7L<5#m0_%uZjTs-!6P zNYHcVCWeSjW60nSs&?~;OToP_i}S2ZomcQm*%W-}S#ge~;@>~8$_IVn_9HV*VmF08 zm{l8AXT}@z&+}o=g?0*`C&9o)#02G=iNmSq0`wMjyTVF$sWU^s$CQMk{>g$a>yL`} zt2%DY`s&6~^UH6Q?bz(f1J*J03*U)J`wPr%$%(AV^9Z{erQ;H!Z;122d8_NVS~sj= zHhxC3r^h&>-!V^L4o2|ABOzbZZ> zXzh_{%KML?3#g^PgzP~+wSV(XO}$i*ZOwZq?@OCw=z1bz1J;9?kwH{6!zFj`w^tnp4nZ`}>eT zAC!N%#-9)ByEJ8puoSdyvS=&2G4WiLQAzh0?(3{r-7$8x(`dneF~Tbeh7@SDXUM+4 z{Fc(k4zeNieRPGfH<~;fDDaEZ_Ywp#o=HKk$tRMT|JLZ1-JN!`?i9bN+^r3*Zz}dE zXm>zu`v-l_l&|uH#jGRYZy&KBxbw)qoPs9n5Au(B0{$d`Uy6QM5mdFmWu2A}S-bPo z4_W6qC;Uma$rgAq%w6$E0KNgW{9Eq#EAS-hptui`VdqS%z2zM_ku%A^obI8xkB0RZ z@XOGTas)9SNx^`fwNv$z`el9A-tjIQO!2|F>%Dllu_vdXt}OkqCWwA41q13h-elG^ z{-FQPHI6^Z{DE=B`M?LKLkcz;k{mlo#4uC6@&s6Y^WNu;HN^%-Y( zeUD`Q5PxXI)+P&;`@rBEP|JVT!n?{g%y)xfeb(+`<_r_wcI1?u$@Z)Cd*r08{o};@ zfdd*|SemCZ7x)z^BOL2t9+N&>3~KsG9}pz_qsI6WoV+x(?JyUC5557l{F|!(%0#~! zLDl%7i+lQj&HlXo`L(Slg+HAu1;^^ze`q24e-*;ReF2Oo(r4rPPmT_;N4ey87@7%u z@C~TtpR(6so|fNnbMoYULYlOtUn`e8>m2 z<5xY(s6IjTQz>Y)$CN*Z*<*a(Z#*||C+Z(`0k!lgTOH=t-$_q|@4y5689wF(=vmCg z|L6D5^KoXtkGk=JTfGa( z4F$d<;W-h+K2!=C?^6ySdjQnGd>=)z2SB|8YU>~GU!z>|``3j8ec%CV@j2b+LjRTT za}^Z$&4};j1VKj%KFE@ssJ9N!Kd0QiQ^KApwp;DaFLu-r^$)s$TKaOf!J*h6Yu~2= z9-tP#-Mw=z)fYrF@c(P}Y{B*@XNIeW`zK2OX-Va7MG*UWDQJ98#WtnYf_e{Qg+1h! z(Z~9hi&5Ioh45Sns^r(B*{si`RtmAl_$#kJ^K(jWa{YsJD8JnQ6#XXZ4NzNuz(@Z} zZ~wJ6@&2tl5m-x5RsMjCn-f^=PL6Blc4(l(Rzk@#N9Z*~U4`}>D`)TzD?I@$31ToJ@!LZYlKI)&I`Ec%q(|vZ3%0KM$ zegAD8r*TTIYfnGC2&(GOs`T`CY^UA9r{eR?7H^ zdIQwfA7!tD{A$k`J5d7ck5%KB?x^bvvH!yOGoSQ7RGqrcgx`&zYX9by@!eULO8zXd zFYinKEP>yJ@VXMjIztNDo@8&C2aR9o{}{i3k8%V4bNQ9`EVTPq-~np!pPG={qnU< z?j6H6P=nPi?)=8T^HfgBb-n1v2!fCkDH!CK;f6lXZ@KM;J&F_WS?LBp%kbgZa8Ai} zz3E4Pg3zN%L5oA4srpaUei$F~y&md0JEu3NnB~WO7kD3v+a?pOE|8qUkB3nK?GIpZ+qH3nnjX7MCch(N8aDips)G+AJ_QF zE(1nI3x8fd2K`BRD^BE0_P>~b#+g4pzA5~9{nqnQhb!6b1pW}p$d8~({=*tAkJej# zUu!+~ez2myzftGZfPLxJUxW#NF7iD9F6cvU0JZY7gWluFO8jNoQFLm^!}0=u7=0g3 zP}To~?7t=HX9nf#{`^^_@MkLf1GW_SpbMy_|KG^J;?Gp8e;-MFPbH|`KfhTL{b#d$ zF>C_GC%x&qr_UMX{B9I|A5X9#K?#Hn-t$2}rr+@4)0#ywv~SyS*S_Q!(TgM5X!s9HY;Tf9%z%b#xve^|H=Ldi|a zFVbQC^{eY=tShwjk9G&tw!chY>rcaqgD+6J?VR$llg2yPAlUN_y*MS|K;VT?RlIo ziSe)hhgx?EwClh@26%v4{7OsxH~P(p5&b`K>9LK@aZ3O7r;Mf$#5zw38s9UDBzq|6 zwdD73s&YzhcKajW^tPWT`GZ3HA6oagMYc8N1pR5m$aI1#`S)7c=p)lD=F2~?IW68p zytl=7`t7Od_eTM}0`9e$TmGFU{87xLjFu5pt^X}D7kDuSOFh&21egmlOKX!He&#a$$omHg# ze_wfYVa{hQI0a3XKXtj~q#Vm*m=z)H5B}D$(>Eux@j(aUa(%jQjPHx+M*u<8vlKL* z|0f)tzRPO+PKJHDn_UBLF*v>cT*E_A{;RQXE1t7=H8{z+V$(j5TA#Yy51M>sr77|xVYJE#U6YG z;jJWyb(R!NcvRrMKFr1b_ZRcei}wguwL03YeT4;0mhZoyTx}0{9PMAphEsBr{A2vV`a^sE1ik@(#y|Md zp1-XlM%EKl%jCQr8l2uP87drd(K|ViYfZnAo{+MU_OEpuv-5zNq-_RCR>(` zivHbqQ^L8>YUaxivP1pL^=HBHeG~oIOc3oX1s{a|C7mB!{3~bUKQ0M>j_y&@*XK^O zBJ8XwI%%LMtf3a{9J~CRcjCHvh^qC zu(=_sMmTCx34hlub9rv*0(W?mdHlmt$pEd(P;P9;a?|-izb2tA{Co2T#{1>dc(zjw z`h~sh#WPFk;}1^buQtuAc64?xzEir_Hm&Of-i7X`&y&n+UPkrg+l=-ab%i}_*8;Wk z*X>Y?FE`wSTkFNG$^KHdKl2dx*U`?npKA>Fb`$l6dvu70y$tm8xNna2qS1b1E$*Mk zGuTr?pCs$GwDwlG|DB)i8{0ZbNtL6ysIIB-*Dd5SU=tQ zXXygGPe(tF`}MeQ?C8ESw`0z({H)=ivWcIt*R__;J*%JaC3~AfyoS^sSmMa9`pF_Jp2-KdH7ox<79(!jM_7*q?M|$nKHqNQj)^}FHx3N8>b7aVS zT6)^@fqqurYjE>sEe3Zbc`nbB6D0%ohl;%>>~GQDY4b0vsZYh;73EKBkC?)==Y?{4 zP@gGGd!CopUcf?>5A}rlNE`mKyx?bIZKrs@lqoz?8W2hkAIOgw?Ni6`<77{U@d@&# zJs(OdA1SPUgF1PKeILW!C3!UX1Au+61KES1zF;4M@**C5;~WI>=nn{^{t*U$+WsoX zLw*%|9yxvCwDQulxR6)yf&3BnY}?s+=d>}roMC|Q_Tk+n_k}kL_Tf8>_I}9lO4E)Awx$`p8c=#KGxM7g#EKz zA2oTD!9HrT6MsYVE81VqKb6%s_SdGOKA?w0JlX^8_cQ)69-+R<80W8U!anb}5^ig5 zWbDQ(80SkzVP7iqVHqut+b zp!rPZFDuvXKL;4?1)FQ;ccnkIuH4mP$c<(cuZ(vnuXaBMdw9A3R^j)J<*z65NBx2y z?S4kCPtZquA*_u5XrBpHI=Kvq_7>|A?fSlxalO@6#LMfY+9Hhhl=HLTvOO*QFJz_h zH>2QRyMFy)JvxnY9O>;-#HXnAKRbD8$?22JC$~=?pS&(Pd@NkD_~diR=##%W==&7# zso+!4&8JYycbWej|G&r{>iZA&P~Xk5hYFyI`5hG`-G{QRzD|EDxV2xB^uAl=%yNWd z)Ppl6|6a|J4ErRUD^M~+v|n-8WR`W=u8hAqMYGflGRB?1v$)&OTOjmd*yq?#hWQCf zAnZz?Bz?U{Nl&ZW#js<9zod1=D?O&n;YbF0s(mD)9X(tY>}IhQXuds*m1GWDKu_V{2f>MzaaN(%h5 zKH!${j|qP+L{|9C%RwK&j}#2L-!E1lsd*pyJiU($d{gxQSs#{<13xGI$VCwCUr}lllZ3mGv=X;3J_GuVQ`mLscaOTXF)D} zHRoB_r$g?GfiX#+;n3k3J3#MSqx|yw*2;N2^f%ChK<_G{5B|9Bo*w?`A?NA!4-9tD z&oTevyQ%h<(<$~q@;s!h6V1a{{1a-|59Z-V3jc_h2h+#@Q*oah^A_+?-{t6oN`8Yc zO^IXP(<-j}?Rm7&CmY{KaBM63FUH&AgpYQXf>v9nCF-l#7o7ifqhinSy>EqDdmWrP zB^Q3rir|9+!>a%OkYy%)6y#6VN0k@&rs@yx+hUy6o@e9y8*;0X|B{8y+@KQ%JvOQ5moNKfM~nLmuWV;t8Zgs= zQ*vEN`caCYs{JCaN_NBnwU@34&K1t^{Yw8(i`~VQ_vy{$AN^O}H`EgJ&BIsxgKEoP zn)tRRi29I%#`|a&={`8*$1-6^fJu z4{0v{m?yE%Cvqn1uQS~zME}KoLf}`VADszm*FRr|^e8?)Z#46x33ubw=F_76XNd8u z65%x=sA~V<((_ldT)RHS>^XLyRVDnyHd(S9o#QX?D-#|ksOo=Vv8O+=-c@?=R^KDU z`|zzMR&M6jc!a>OLU=fDz3JKuSpQ| zuoQeSxW;w1_Em*zv#l?)(GT74>vgCLfMhNEd{iK47KC0@w0!DJ=U2x&!FyPl0Nvv`WpIDd^gp8NQZGvUjHfcZv#re z2&(#jc>irD^?{jIgpGfBTkM~9d6vG@Busf7gTSu88yK{qMR}?BtQ&_r1bGu}(8|zoNrh za3W`B{XY)HzAnAslWm)f%@7F7Db6Mc6fh;d2^ zdhE;}!+7B#j;CwwXMHJtcQwoPP9v4~g)pu-Q@jeqKir$3w>-usMzS!5{+T!9^y)iH zyK|&#Mn9SpRLP(1mBX>(J~hgvy-#hb{R01!_szn8YERUH_-;uM>jWuil_%mU<6|e@ zyT56d@J~L&XZivEQHuV<6#sIz!QwuNeBR^4iJZy)Gl1@sWBr*$bD!LmGHOK-{Y(m4 z)vx_0G1H!}KLYsD$KN%}|!`PYtr=9OQk!#X8Gb05i_2(%%HaYhRIw<&&Be}LX6 z$GU=VXma81Rb~I+L3phR<|8NpkMnaAsr+H~&@=q%_>cY5ua+P45B$f0O;h#vg6`u( zF2Ck4n$(&V<-l)8KROXq^?yHI;s+M^`?+=ZbQi^a()YjHe5>2RO^iS739lnT)&A9D za?i{9m>Ro=<#0VK?D0?By)eJ>Vnu#D39kb|RsWA~vmlYRq5Gid|J%IlMBcBRUVF0e zQ0NDLZU3j(1O3|mJ1i9Z%lZ$_skmnLpYOt-hE{*ng);IXsG9$68@ImBR(^Q;_}0X; z!XD!2o8Laph*A7GbtSw$1fhqJf=2z>RNwo1ej9OJ_!H6_-skwP_#^5@cwPh{XHwA5 zRnnhXU4EC^=s+4x64B!*|qbX)in8WUY>ZGuNJf!~uD=}k~o|GLFv{qzqC zee1dYwer4h#`caD9Wp5TYj48qMG)hR6ja&chYNd*NIEx7@A?(_;vAL8nXEsg!}x`B zZhSX2{$w>_4~=z2Kgv+m{?wQQ}{AlAwvJDEq{OF zdl*4&|M81-v)+1tmso%A-kY`koFj@o(E!5pC8#QYSl88`^v>ju$CBbReZOFv<)|yC zpvm?#Wsg3PG8&2u6=+)_FqwI{A4^=`W{()ZqdqG5!yt^n(ei=1;$EVM)w? z!{{N4UT+Zgu-#UMmaz9#-Ul(S{=-5czwnz5Hiys;KZ2_M=TYTS5^G2MXXyV{(EB*% z_8;6Qh5Y~OeNwD{wDM!B{HET=9!}*RK@faOLF0XJ`STfjtp8-c@bx(*Hz_|zhkVn^ zKk(6i<$G*31^rQ!U<$$fK#=&Kb@r;>mHatjfBKjY%Qmcnm%txQ>HP_+)*oRtts>dB zR-;@;#l{GGydt%}e{6F`k-ss7H<2LLiBizwbj%yJ^LjiVpq399Hnn6BT#@V+kAWq4oL zT=_-+$NZ=DM`23-WVXV^`OUAcU$Op@_rGO06<0TjeoQ6^Igx_?CvwEGKsrCb_kiWy z^433SBgP+7{QqL=k-fw;Tn6+EM(7VuKa-x)%(!4(+1tKMN_rB7*4W zQqcLd=S}8E?*rmH-Umd!=GH&x;~ti|__)6Se62sF#gx%wf<=%qt=}iK*^`)~)LmAK z8Zhwcu?89HD*l9*Q2ILrRsGlF^utuP{9=~{86VzaPe@=#6+PzKXXtb>{w*cEy#!HD zQZQoklSlg9-H%@z?{tg(AMU<8s*0qE_qv9~xR}v3U`9m6oLIZXtgK?rii(Q5D(0-1 zv&)*(D(0-1QE>+|X3PjE7}gvR0TIK#xij_a8D{m&#r@7Z=e_$+-Jb61uCA`Gu1?ig z2tQ-#3!W9nP2rT>vWWg{BnUfG4l47%0!fRxO`BVJyb`M|YS)r{zE~f9;AJW-h z0VDFqORc>el2%PR$6zNGzj}yWYtfw(nq>+7S&9!D49Oe!NO}}m{kq5Gd)j@@1Np)$ ztkdK-we4@TUzSmM%Lx|L%2)Ppz4^-~EeD+u{)p0_A5nU65pDn0*77latNP1{qZl)M zv-jOrQbwx?>e@e`PDre@rCF=K3v(S4_mQtu?wiq}mUf@gtb8@w(BNv6zxz|)h(%Rf za0*)fq(2)7>g*rCm;I7h$f4qy4rdJ${`B%JkL{8nqh^1tCcL!-p=ab^V2d}2(uUA7 z(-Lx@5$8WvRSnJivs(jB$t`Q>PXIxk{)+jz#SQ5q?Z3nRSKr4i$SJwa`V0Cuwf4^= zT7UbN{#ZwZtS6`&e`5Tuy_4FXzBqYs*j};!v$}fagZ6&zoRXW;-|~O5{}JL=m-_&M31SBbf8Fl|n|?1KBJN$ZSU=(q z0uJ8UTZaSROn!psJ~Q$|U+}}j`!Sv@CL7n`LdOGouw4c_`F@D}r{Am>Bl>Gk|{bK#WsQ*a8TFwwbI{6EG zbw7zYmRR}l$nPNxdOBdsjJBWS`-}DqA-t0Wq37ga=%fV+%=ht#pR%=}{>JqqTk+9wd?JjPXZ{4QZLKFR^U+W&G0{BTNepI}ZP$oIGUT)W2hejM_n-=(|4e(@~# zWqh|ywT1q;L+PUkqMmZlujjQF(y8&24ln4ey$96n?5!qyu2$ld+!8^5A_?loFN;Uv zc!v5z{!o81Cr$Ow|H_{W`j7Gc$z7uR9zobiaxkcH-~$Q%q`{ZRv7t>n*%jrK+?0N# z!?5Nxl4oFW)=6#8|~6n;G6Lu<)Hr>-@AQ63E~Lq^pD@Id1smT)E%RnEWFE_Q2g$F0b3hi z>&z)=c}jnt5kx)Zpkws0my)OV_5OE!!o>bd%!_jGS8Vd+l-#uakuD?sQTtC-f&ZMo zzapq>fBtsfZFX>v+iwjQ-V*yamxC8h&ibXkklz=C_mUv&6glYnlYgA#+kU7=_pV1+ zR*D}uF8G0ij~l0;&GbWlzIXh@{)tkq{EjWke@%bh5Y*{E-_qy8S@r&tcilc5E!Kbg zB;Tx;&Z)e>w^e>Xzw!QAES39~Am(XuFz(XI+pLL+KVMtRhg_xh{BjSnf1!Vj>u2wX z?j(XJM-IkDd_F0y%h-MS*q`o-_0uK4KlJX>t`Vo?mU#N}o*?8@4tmAEdCu(V{BACa zKiYO@;R44i3;9c+?}-F;{Vyc`pPNkm93tM+!F#ThJk|2|z544XDzGH^FS51#GbZ}~ z17(y<5aXO2^u1B?gA|aw*{Q{nXmS2!Txh;+t6$aPl-%a}L;o4~uRc;nUkDaL#`6B> znD?*PhQ}Xo{_^KtasRGCW%mwzNF~vJpD6ujf;#&7%)JS$--pq4AD6x%`rqSru@f@h zbrJZs%6}%x-}t_`8UEMD&+MGCGv!|+I)4WK8P7j_+aK3IHu>YqS>So~HCJZyW>)tZ zakF_w#ox&gep$Ze;5=+9@0Vst&Pzvp`9t~K-iKn7xT7L}zjEasT8kE3?GJUxKZdIa ztM4h7=C2k1VQ%7mYvcWM@Dq9s`Wg3hjsB{P_qWyb@K=$@aK2T@neu)|Zt^E#e2-cS zqdfp&CmPplQ^sfD2!nq3-)LrC=qc5N{AX2B)5+ro{D-Oe8~uH0^dn!Ry=c@Q1L*y6 zykCuY<2en45s&=U_9!a&lQIndRPdLg`P%_LAleJ`s`q4SaKz)@BH~g1bBaHietd|W zVB@>-JWb3??=$s%c&zNt#Xoi!SN)qb=3C`^HyyJM=IVRv4Mq4oy-$Cb{42qqlX_09 zgD4;O=G5{XxZq~ zVdJ@LtYZTo{6YTTDi8SqAN*C;14^_O{m1IgD$c(t)fe>J3;safQNF5QG`kSzY!Pqd zhgyG4e}f*RH^v*!ogzKzgL9$q=jLLqz@(1kudD(;X4MyUxCmo>Y*Ke>w#~mf3;9I< z1V2Gf%CH?rxhnsPif~GN?R|T+2lx$qK*%Tbr&^zuqCFg}AM!O9{0BdQkFZLw_TCie zhdx6X{<(m!@)Q2KFrI7egL7Y~pV~ep1%1c|`x6;iEn#5no<4xFy zzPz7&J}Eu(${dtOB+q(jjjInq^>-RVjuP3)@z{WcmK+NDBWYlz>uz7 zc26qvr#x?*qCFis%7?r_zo_)Vzn7Cp2mT;_MS!dUM|2Y7lkxn@4#odkJrVzViv?5a z7OW@aNo{YVKT%D7jQmjj+0_yHSdG{GCmPRBq@*_khkr4g6M(&kFyznbuC42{`l8;5 zH}VT%RUX~{)!s&Z4*3Ayk!37?YK0M8@z*Kq%j1j3#1}j!*vB3|u3PJ(~nzbb#O9Q3OFtr%Yzbok)g zx8+3ol>C(KL&JOz@hRmQ{YCS~2zmSb!s6W{Z9gHOmd7K!7ZvZz(O*Z^o78x7+ul@u z9)3yTPp@ytPa>;I{{7VQ?S*{{c?ErHID;6U)G+LA2hr}32eg;5{Zi(ahZiG$sQJNP zot>zUnm&o4eh4Ffz;DIFo<@COe*rHgJ&6qCFWLk3Ng3Ac9oU1QKc&5->9dshnm;_y zVdSS8hP`g=-{`-vzmOmFk0w9r_+5gd9MlJ4DF7lI#)f+LN{I>)}(qA>qq$6TP3FrDzBXv$NDh#*>&fA z?6X{d%YvG$Ts6ogl+nhMW%*KHkMXYBc{i*NVxIzhl&j&o_2PXg#CyZ6DjCKcZ zCXc0nQT7>6x$I#TDBZbB2j=~Ly_3MlK13FZ2R+u{*tQ9h@7p7FS5yyXjud}&?~5XR zrrN&WgY#ODvoD7G_Ga=E=CSbf?blm{zm+=07Nvg_@+&8DEZOJ}*0T#ELSFCP@iv0i z+yDFf_24h;MigU4Khi-ipoj6@41a>j`$_1p*r$ga%K3+c*NkMAT+6p+y+4x;q5@}a zD>8HY#zCU}&B_Ozwds$tZdJ#N<2&|2Aa}a*V_G%2&-{Ai?fjtcav^`S8g`91aaP;! z#Qr$?ov#1dH@y2)I`xh7F4Ub(*Sm3F1^hSOSFyGJkY9|OsK2fF&V-=MJ707X{Idz4 z=Q@UQ0rM%84}O)W574J_(C@GMcUjUOZmoYz8_Bj)eD;ENBmeF)P_+Ng^u0Ji=s`KC z+;^G2JHxo}`FGhUieKrzB(CuX?ft$2^t}i{=rK7M7L@RT1uo7q;J!x?>q_y>s-zp7 z+e6b|sFx$fL!Ze(<-T9|>Wv;RTkm5XD1N{7z(I0HK|l6)(C?wgvpjbgx5g3u>&(9izP5vl8rh`E0}xFyazdN0l&*mS9@z_*ot)Za+I6O~(iTcMq5SV9&pfKX4vaHt$X^HW z&C17lOO$UsZ&{WyDn}6dNDeCcNBtZm{0*t}Ywv%Vl~37P&@SpaueOh5D?Y{#_~}Q! zuJi}?6~y=miXKrdy3Vf_~}~? zJUg&W8^5a4_ZkFs_OoA|Zpl(utB8mB`-L#XM}OG0$R$r_PRakX{;f$F)gh>(-}i92 zXcn}4Wv}b9-*eP+Oui45U1w|dKk5a7Am?&+zDHUov;EEDa_&q%&7fbc$7P~BX#S4e zs9cP%um|MN0VSo^jK`IKbE3m@5O?&@_x z%#qTK>K->DcDm+o%S?U(Y5o8^!QC)_FvC}h_50x%0u&F!78`1Y%}g}IpiX|dSMF!hes4$Sc_obPr}#mGpY5wLX8@<5r6K)kLeQu`d(@k=KIUS$=>IWx zZyPV1(ngfui0~Q{gq+C1u%vUJSnQDkE~AGXXBcOHYuGn(>J<-xZap82sHC=if~!BTs@l{pH^-_!-L(v(9meyLMh`(W1A$bq8twracI+IYH=oIjGD( zCU1-hpEKsRuzz1hx*yHiUGq2iE8#UGsNHTKVrM}-> zkW+T1{6jj>g?(0hH!ELFr}^tJ_MaA%QA>j8r*hDK?VyuV9Nkw!{f+mP%*y{?+3(<= zas93}(cPUO>;yUJT4v8%l3xr49XQOAz&xgURz&onk-C zcjEC4Z?F;+-|5(qihuvqm{ZW^_QU#(N`E{x*@!to>mBL;j5Re@Duw6G5Z?xtr4gv2JOrXy+Zx%2%^J<(7%^H|`&r;d_|ex9>vvdJ)vMf8dvn32Zfue;8M~ec3tb z&F)fy|6K{M8$o0JA^(_vsq@z&0^f}O04g7Hf%_6voXzrw_QO6(>hQzG_-mYh_MnV< z5=1@apzG_Mq0FJ|}Tkw&SR%eeU+($&GlEa4GD&wm`*vb(2`Se7H|5~hoEl# z&#}wVi);k>+r_v(JJ-m;#fR1s<@X}I-UOj%W9UEYM;`56BC5Eke_z7uNAM?tGEnUw(*I~z z=>OE!KhO>GYt-Ln^8bMB2h=~c>pw<+yTl|{>FJIpTY21;U)0W8g>(3OwdQ6uaxdS~o1ueexXD~sm zW6MFm=ZEEU;?t#e=ET$xy|&${#X0IgU$H&4ECRq|3it85d?Mo51F{}zIg8m z-(4+P{p0#H6y*;iyx|0O{PP;#{W1HNznRp@uSM)r8r#oIe(_!v6cHQ*z5F`ZJm!+F1@xUH#^aw3qy?LjK@y_5W7= zF@B-`-#dSV{=&IK)PEfP*+Wn#|E||^yWh>+KxvzCct%Wm|`TCeUsVSgrv#a{Oquf6x+N9m^#%%b5d`ww>QClm@PeqOw{ zC$+9KspR!zsDV`Wxe~QGd^(jAkQ44f>8Nlpy_3{_wN5&m)BWFs0M3 zl|TLJ#*xg7|40Y^srE|_fj@^5%q0jrO%5vdhgU-0XCo$E74MDJdOYggsV&t6ern54 zZTqQY1qu5_UH`8n%Ac<$uq-C1)4%rbD?N~A9?doBpOu%HAI0~yYx^K~-kzL-mfz`* zKS5*t7fcvFFuCO&R+{2-*MC@GTYAmkvu*Vc3C2F>66JhmZBE%){-8gL2d>;=b9RSF=p%kx%RY3kYu^LD-3M@LAc9#d{APktMTyX{(JNYl)Bz1a zZ3zlu1!g?#*=N#qR+-`>I)vRQep}nWSx4X36ExZ%>gP~5=$`=VMT4WM<-bLoKTz-O zcycPvlz&KverfE#u*(7|A?yS>sQ7zpu=_xRDxT58e(GOy;i;U}-G%+LiSV`)gr2ho zOI^RrTU)(AoRXXJ@4w2QT8_4V`hEIWn|~S45A2|d>?Ek0|M~v; z>4|iM-g|~zhJNRJ&)}%D3d~8!xHBAUEg*)&4EYk<2#!YyL)!>wmW5WBg66{HSz>1Xm}5tEck4v7(1Y z9lDbJ4uf7TmVd2_W2wBN{zoa_=LB`_@4GcBj)hF(*&MdtV;EoJwl@7d`Mq|2G??(7 z5!Bf~{$G+muskjS=l#N?*%XT3f6DGo&|=MB;4%6hL9j4E87Sv>XS;UwSh+r$O``8B zl2--J+Nb&3{)@g}AgGi7r+%$QO0Mxo0`5JGW^E|Gab(OB`@KCl1uY~XmhJ0fKH zJ=^|0t4{tBoalS`H3$6uxulJsA@uzuL7n`?Y6F7-`)8br{YZY7tYT@ zevI??Q#VJx*w+8F_r{F#M>G7d*FQTaaxJ0s=N!SG5h2f?-P=83g`Cdk z_4d`~U%Txd9S(T!#F5Obe5Awpm)h~WIK3AG{5dPCcoeTy#OCrd(fT#;jps)%5`lLJ z>e^4~KLJ_7`c`+jDc*Z*oi|JKqD!>?bBXY-5kxt1(6`r=IH~B)Lhlc*y(;{r?@RCQ z5m-#?KbHyb3PGLzi5)lbt+av0UyMs1#^>wtVr5xQ$xY=S=|Go}|6!EiDnX1haxi4c z<>S&zT7QTAcm1dS@dKkva7u1-`RISRcV#O+-up~T2({jqY*-{TzbOAYeGez-Ku`vX z{N6~YV%fOjgzy*sc>8CmSB$p)af8y|CaB|o%*cw*B)dgVUQd~Mgh8(tc=3m2Kxku5 z$t^eO&nsV~fTAdGa$h%%xJ`njbZPn@4t( z{Aa)j?flgPO8@ZR_#w@v#0r1g*(g4>{e@ec{NZ;}Z(6^F{A4h^_iRT0I zpzogxAJgf5lN#w7L7f~HW z82)N7|A!rh_Q-7Qn916>_{i!2WOV}$I*sS9agPD`YQKj6ge3OSI#C-oNZ{k%CDISD zPGr2h3jYOImqWZ!PZ|3??jaiQ6P9=~bj_l&z4!(4zu?|{S=PFlJFET}WPc}dZ)f*( zeb7<(_i(W?MZiB?A~W7+gMFQnADTZ2wSL<8 z3wf5k=_vdMKF;YH)2rd9EM+|M&mj1nlAnlgK>S8n)5B`|x&q&L&j|O1o+|zeJ%oP| z<9(hDGi3)DAFGLY<9!>{2lPR{Qpywjb0jkO2W)K>fKnZ~zoLH&@ir6&Kfvz;5`Qb* z`I(QmGW22x(O(q*cB?#ve=@~iQ5{d>haHFftNA4{V;FRz|3Ds*9_1q)`U}$I`-r{e z4;9Nffe)7%;FhsJuj2abhTE3@-0DtgQSMfJSlhylvcL0D{quOa^OK6djpihORe84_ zl^X60Y$D{-c%B~Rp?@zVe;6t~6-E8kcvn&XuZQh9=!U!@e|%TN@TY|S5BZYYPie1g zA|KU1NOul-QvG$*BmZ#4NMDr`>7x{Xc-4hGspV<@>r%FV2L5Wv$nu3QR3LtR%U_Tt zUn;(X&*<;nLxh+k-bwSQF>@}|+N)7Ohz-MLxc6_ve(-Eoa~7yZ?E{^JnoTl8myQ|d>}pXj&BNBWOskmttR?YO8zG@@CWrk`H&BzJa+lfG3UzVErk4{eFeVa-xL1c(7z#%i45Z% z^2dBw^%vQeBOmNjBW&DvMtw0p!e1WzTdMv5%aeaM^cVQULKyv7qwib%RohqAuQVP& ze;D}#e^IEPala>JdX%rp<4Z;Vg1>qAm64%|d3_Mp#&hIv><_B^78QI{!#{|yksjlI z66izymNm7TI=psI4*$1a0~v)xNo{#Ik`L7%S}U%~UnzdZ z+JLhC2>S!}H0XzZvCt3u6o^NCLBHxR@fYgP&{tJOJ<%Ug9~D1?7{4Ju#`Z>fV?4?) zqKq%U3jbO!$evT=c6c|VYa`MB)bz&j1pGk% z)8xyz{%GVc>W}iiTx!<4^Va&*{-rtW3D9SxH)Vb(U$fWI-%)S)bAc=r+R|l#`O#Ix0L)qd!T=#JrLH~1N;UZ#_wV=0`SLy( ze=?fwrv>NJZB{%un`xQA$2xQm!qe?nyKcU-PkQ=f*ZjaQ(X1#X?B4V4rB}%dIf_X~ zf65cotry2!{`rzLFwd>Tb9*D$bgJkS`FRtU?b8K5*7vdyKGvn=pzG>S@1^}!_dOo7 z=(g||wAJ^(&^Hl71wPXMNcg()T{GWIkSfxBC+s(GQ0_Zv>)mGSO_c37?|Wb!5ACMg zFYx-K`%9_yfrrhK<@2ssFZ_c)D*xoOtDxW3^1)|}H=qmoW~L9ILk?KtI|A=ONLKa=dS)Q*Wd%K?{?5JiN(P6GFMejSH5Y zH$>2neFVro+Cxqr7T@nVTeQ2LTb>8e;=aTe@1u)?zBCo`{}bh#i=a+^9P1Z)Cl!(p zNcc{R67TygUU+nEqiA{FLO**0o^ik3hu&91yWo8_^n2_tMtyFE|6kwtn0u*xy10B7puQ|de>>m8_fg?B4I! zpGN!NjDJLy1#*FPFMPKR|J(07;v7J6$`Jig4!TzA_(3Y!sAZRZb*>730S?Q(bMMGM zkfVG@`cs4;+QS;0bYP>Dhu$|u|Hu2Ll>9sQ`!u_-C}mWPAoQU%cz8M1OM=|MKa3x# z(;pTK`c-Q62a)y7`^qIKfipqq0Xe9g_i&RO8!cUTnfX%uZ*L3!{$l!XLVuT}@1+Uq z+Rt}*{$%FVW_a2O>^f^j@%76MsWR=g_C9wh`tC#!`a}-;MS8@sy~Ui)&Z={bc~X4* zt=F^p1`Xd#{#>@U-J3mA7;8-UZclcdV1s&a3Yxb6Z=1^ZzBWBt+;^(_@ynDfp2cj& zSIP-V_Y3rwvHz7JLR<(!kIKQYM$4W_uB|_w->^4O_&ar*-frJT*A|?To6?VT80Xb> z@wx)PEF~yMP{;r33Dw@RW!>ji9Tj(6ypQ$6mxbLkEz{ojG~>UTZJ>DHzKi0Q+f9^j z8~(TbrMME^jG%7(w$!~5FU3#(QoGmMD28(_-Re@eMUTF4PV4Osp%U4&ONb+KKXip^R!1)Y%`Nr}jrnF?*&S zF0%flus=2zzV-C(1Ka0MUq5e`+WH5I^ZHoNMg38c=JWymR1U^WTXRNQG;@o)|L90| zoZ|O-pURMF^avsUb?AE|f{=4L=<0ImD2r)w?qPw%3#=c-FKRlj*2?X_aSB@8=}%pP zy7A9{+OkAx*_TztN8b$;=UoR}t8${>?zRHoto_aSSC7iAPf#cSj)k`*OMcBFTKW{- zCj5q*{voaQb1IX#^utj6Zd7;XFvbLkfoZxG_(50v>*Sv zN0WuZ-{8F8tgaTt4VT`NsK6Q%cZ`Al6~zpyDrJ`knqq_tv{A{LKv+J3VKia4#Xh9)$NR zLEZe>@AkX*%0)PRrnx5CZ`6s#(;x0_!>Kq^ z{%0fm8+zsY?C;QE@I~1N*j`7J54*4f5oEMq?>*?%{L_HD;=b>>@ma2oYM}A21>vvCu|YcF+A7!eC#- z&wT&K+;iG}E7--Y3126Fmi)(}nd8fKo3qusAl6U%zOQsUXX}Qde6#jbvkeQz`V98l zs5sO1TTmlk6}y_+`@(L@d2wfMD?ZXeFB#u=YDWp$6T~{298~-zdzp;?w$(pG+}FeV zaiGgqeDq)Jg8;uH{pm(97b4{Iitl89r>kiGj_>OHy`E^lPL#eYL7n_LWfV*MZ@`BBeO)oTj;&V<*6plY zu&<4L&G4Pp)@wB72fgO<&`AHpZh1LkGjoP zk-=LmQ~2cFO(u!<_a?l)1aze|i&y zoXSD}7yrDMo;DbYL*@DqH1>b>bBG)4{L{*L z`PQQTX7WSXS}?y2qy2Myw-q1#M_s=u!+{UGa2kEkx1asetE`FBDi5b};jA(7e{S5l z4dbee5%l*byb%PUC*`2$s7L3S&*m?Vd;Yk=?os?kzf8UJ7a7bcX!(u)3?_(mY&jV6 z=k8l9X;<;YjccRDeVe~mH2*E*ac%q{1W%Q5dMlVE`FcCBF*2sI{&g=f5G1m>Sa8yZPxxVCiiWIP`!r} z)a#!u8UJQEX1=+)#qXBT-%Se#hbEoZ_&1dBh7p9Gl!JEjJH|@w*_4&1ez+q1<+kd4 zJ0kD!)X%@tQvSyK@@Dl9qWhN6E9!kqCr;U!>d*P)Zx`i9WL|h^O1pvre-l`hM;F8lTaJ znsFo>O@GD^)b$^)^Eu8*7O&b>+kA``{_=NqTj=x3tB$}omC)n>4f2Y))Jh?V_a|&Ag=+7jA zy8ajT;6nt9FEh4zXUlb#hvMhu$b7wAd2Rj8to>9p&EJmkJw7x13|D^ZS7_foVSj8L z`ml7()-IgLu}q;qQwi$E4`1(=SEZN%YsUVy^sw0f@H;)yt=wPQ{Kc$%-;?fJo{iYX zV4p^u{-g84H62CyX85=-gLM`7I|BXF>CY^J&=YddwLz~pQs@2imR~G#mtmZH^KioW zQ%*fNCAZ9=KQjrU9687n{q{)SbYC3#4laJ%`|3dLzKa+iSJ z3F^jASD*fWvt3IL{^|PUw%9)@a{t+yGwC&dKXVCh9zl$Aa!~P??ohI9%folW#CsDX zufM;;e%9_=oAJ-H{l5K4!}g2)2iIUZhj*M)ai;upa9#Lo|3Trx-_h~sBV%T`*A@8a z*Z!1YCS*+SJ-x2`=M69ho^o_)9$Vgv6=}qA;>%gCn8vnRblb;1d?_z?w{%fCq*$Y;i?)zh02~_U;YyJur65b+$I{oc+ z=y9avyst&{%;Go1`fK}LqsC8ISDsUHQ~u-p2*%&k+CSsy`~d28yj<2lCm$>=%3nf+ zEG39^axkn-p#;{?aNkZnKTuTIk7oQ=v(@g)VgHnhGp)bb`ulRqXazwX{UMW=+H*_Yp3%P{x3zqv!~D; zxx)Pe6k~=z&P0E%ri{*hgMR11o%$uMzQfQ@HlBOe(uetq_FqGI8wl#gZ@;IT5~YCK zKH)yaqZsB#34)B1xTwDw|J7_Y`$^sZsmiH1Q~6(F zcyA`j@ZQWu%4i2c9sfdR)=ZFsa~-Lk>-=5jP4UO-|8s$T*6goM^nEiy$hjQ!UtZy@ zm}^Wn;*Alz8@_FX3;P1ClZ&o<&@kK zNPqSbEQAPo{cOzpSF9tw_XoOqD)0Si{cjJY-%C&@KYj~JPm>(U-vHWmo7cH&Ph;IU ziZSJX?Wo9XIZliD`&jFHRSp$w#>aaX(2L#ay$hSmr-T^)jqBG3C_acF^pqU*UwiV7 z@Yh#{;!i97`aC!VEeGk(A%eQ`({+wxJhOkDaQ8^Bzl6Uhr|W%xsPe0J{>_wslrQ*? z_w7->89vs3P=BNSbC@zZLJ)kGgN{)Zp0nQq-?a5y6D{VCRX$a2_2UrR?av(KuO=tu zU&(txn?Rq`>mSf>?Ek@(uSC#j|8Jr32lZ0tKbpVbV}$n?L8Oy|yjDi}y|(|TzY5U$ zJ?O7#Sid)Gzpwk-O2dg<)A2)1r=5Q`o^HKXF|V3~>2Sl>Hq&U3*Pg#I<-A7yL7{2BM)@ZAjmf5ZQ8&!5f8SLxKw-{Af#=ntho=LqWf z&#$hz$zERmWzuieL&f~Fbi3f%jQz@iZ(I2m@vgXf?@+TJ&r?QM2haXtCTCC)F z($h-X>^APzHff zBci0B%N2rLK56G?-%WbE`c|=$9LdbuAO4admw4~UR{TaZe!;FYp8qi`UoGd9IRB^G z&vt_T2qGkspiX{57M6QU!?L!1VU$1H%GdnO8tpe*@lk){{hzx;cMQS81ZAN3TfIj9 z;!DzZ7BF(zjacpc!ae#PO;9I)mb|e?B+re{N<%6wza=z{}|=hHvCW_|HkuckEtSW2 z0cAfr{OF5$8XT(F2l-P6#6SiwcAx| zAJNXAKc)1~2trTD!GM{)F0&r=UP)Gpulb$tm0cQjsF!+wDyzVMN#(vGsIx!#sLbz~Gx>W3{j*c)?-l(I^9tkq z$&7xLEN%Vbd&h6o->ARL%70D%;?RGL{`TJz-@Xtu%3plqUrS<7UJ~zButp2=&)d~b z^#3@*dq)sWG6hW3X) z5!he0mXH3E+WQM22lN~Dzpdq?UaG&8dK~%wgFjRuo&Cg@-h0Rv{Kxl-kiFm^`PadB zTj>Y?jQVG>Gv(wn#iwlPNs1!^SD#8gm1VC3-*9-CMPKH^rS6BPI?d)zvS7R~Hka4R z+hy3*57T%v*%I0blNiivOt+qCBL>KAoE158N0AeSnAuz4+cyX`j0M7rFiJ)$1$#=c)8*^H_w9 z?Sc9rKhT5lMa7>T6s;UyJ+G{30)uj9ohPkJzMU(Q-0tk$;*PqZGSAJ$Fy zzrno1m_Nes_lI(Ej}Y;yJZN@3?)f1ec=ez9Ml7n@o!6H6Q7Fcj!yZ@bUsd>1nnC`u zzz_J(0)JI{;cpNARE+$T^>hkN^L3o8HNUndVY-Y@u8`$HZ9!4JrT+MnG8 zzf^yX+Pu+tjvn~P59iz=573v;FPKLl4EX}Snx7+&d13MHk#-D^lGXc%V%_=t`R@)l zj~K<_pSF$c-tu~`Ho_kf%0qtOH}W-}e^&cf8IJgi)7K{CUp$mM%kE^SPwL1Yh4*q! z>e8R@usSgHZz}Y=;xAVAX9s_4C{G>VHUE7oKP!s-A)jh`_&?I*8|?*s3VB!g=R)m) z{*L|#{E`$8|4;UOr03#Bb#wV}tlPqW6Z8wtL#X_A74na;kv}zPJVSeb-T#|5zsnLF z*e5PaPY!>dIjO&?_0PkN=Ls=BBmRt{-@6I_ePyf+k^Sp}-$wtJa}@uJ?f4q2L$o1{ z$=}@%!XGH)1ODsK9%%oVBl}$9(zfGPb7J(wdc3gpyjio>T+ttqHTmG>nI^oL-%O0> zla%qFQ#g^mCVhtd;m;BN_`q-U2edEbU2XpoRA02W9k+^K{vo9e?GO2ZJd_mv=TDl)Tb(?WY#pYH#}a_2C&6|Bs&B*P0;FOURee zUmfxTKNSCWvi*ebD!o-jdxC#+l<}t-FH8MZ#i#Kss;1}vsLvqph!^ca1R#uf z(Dj`B-IcMHf4&ume>z3q=WEVY|E&$l|7CsAJ}4jh+c>_f_~m(o;_nXjp*Fs&^w@Ls zXV4FSa;UFyzZmoz;~}3&5B{Q_#`>%64gaA@EM@#t27I+V=qIB+q4@^{{b+xLfsZig z!9E`1Q6JO~>7Y*$R^uIbb1Q+Rns9uFendRvA7Rwz>-pJQU#Pyh4=AXyl?-TmsDYciq=pWz% zAm~F_<-a{g82q@d+$X9d^fT;jV|ySBdl&gY{y}d_djS5DAwLLf_9xOKKlraz>2nkM zMv0g80n)4f6)SPz8SN3ZzK%lQfPTmq>W?tukss=VFw#RmA^mp6zH2SU$3XA0$9A4* zN#hCTciF`F@`C)KqCM2|!5`UwyulxB`!SvB|6Qgw;ltmjw*He+ezbKNmA(u@zEBU) zk1+Tt!iqmwZG8jd59*IF(gPy?zx#8X?D8n{|AYP<$Uf{as|Sb~nM;FMgP^K3yMux}&>mGf{#vt0Rj zyK*E;PYYu8FZFMF{QO+89*lLOOoWehe>v!S=i~=z_L(sqhitpcRuiF5hZI|z;5waC zavu{~12*=&Oqi`%HV+cs~7fPdkr&~-;`5uUp9Q$PM zFtp$yaUP*wu|?@0wd5RyfRBJ*=nut*n5_q6{TcPv(a)buh?Qc?wwQal{Z?@wD*lw` z+*`wI|If+?-GD~=QBSmw+V3>G4|srI$Bzw0JFEIf)5q8+ggAo_a=Eb=pS@*grhY8A zHs?JykJ|r*&+2RGb50ZTlZ6PZLQuy)`?5!6f1)){t&e|nkJTsqM}2Rs^$PS8_*mz5 z{5QU5x1^WS%p;ZVc8`u^*$98b_@Xz)6&}wixj5$nxj}o%@d1x+{Vh$XnxV}2eK%Nh zLh!h-YsM=3o&q1|2Xaw7_#p?C`}{-5AEQ0RKW*S%X6G^OJOaK$zLAfdoR8}CSjseW z#nVKOC~+QZ_0=p>dgRmeIob{I>+PqVhf(#syiP>F90YM*5A;|+ud4lrbmnoHmo1t^ zi1VDS2TUtBY*8^zXr}u)X7`~%H{jRl4-7`TsPgAvbNMQr55#`1aXf>({Y(|o?dOCA zPJhhu4D36*#oRE)DE@Z3d8aPz=_ce4`WAW<`N_%szjRNQp2h_9^|`S}_#@$wD^3BB|JYH^Nz9Y{DU_uGqZEG%+IbxC9ni@Ckk6lM1g>5!{OLTI zef!DgF&%8C-_PXzr~*V+L4xQ9axg?X`a-I=Aou&5t8R+@aPLi_X}27#WOMmn=U;Y# zkA0fLR6hEF9CT&9o=85`qiR*}e_D(mLmO1eGJ9t^fe*d`8u^FwJQ$}^d!9!nD=--2 zqdGq?D#|aSCa|~=)ahSKjqzvMhMmsGSnhk`KJgC@P5sL)9V+CvDB+bR2zio&%6SCu zblaa6oDeDQqpbb?Pwu-{dw;kX;guvvW`;H7ntjka_IzZ(_y^AS#C^am!>-?Gn7@}O zzc}HQAc+1X2g8~SiI&FPsBan3OMAb#`=-g!H4kd%@xgaMBmaL}?{|FP^JrF&@~^(3 z`AzAu?fuW|;+z|NO@y#Ner(bIdjHIIIAv!kMSq+K!VZyxj{SSZN|rs%W;KXDC*-&A zkm=j{IM(8n+~)p|eAWBxMQp}LIT-(q>$uL8pbSBbr*craR&i+4l6JZGIaduiuc zz;{3+|0!Dw#z}RZgK>NZ9^kj|$^5h!=ULEe?qUHLp>V~Rg* zectK4?d=abMZYrapOvQs*zd=9Dt~spTqjO)bIUdNv+R$e4l?Rfs?sj^_8dW1`cr|R zPXEm8e>6^-8djp@%Ep(4{B1ATugTNZl?6Wd2596T^dIcE)cQkE$W1^mmqvtxt=hyr}fo?z}{cQ_xeNm~6d@h3WKYKM_&Nexla|)XF zAOC_*A3IB-;yn5I1OFWInC)USzEY0g&&R4!fd`cLU0Miye6LCIuv6rqf6tkT(luX) zv6G*Mvqlu3@l&aji)MEh_|@rq4a5_af$Oj>SEbj7dBm!hHwFEfx{W-1`&4O;WZ)a1 zk$E_>FV!S>hJ@W=iJcRNBZ3q9lk=ABEQd% z((ETU!vBS!Zu|&oGbBmsceKHVAsz0B_jfaF+V$|nlUAa9&<*%?`nC5%jrLz{Dz`2{ zo&9YoP%we*ioKg>zx@6$#>WGV*47C8OS?}FyU?BRg`SYl1Gd^ z#AWT5xkG*x;~y#l{h+fSEnZ&FS=%zj4*lLKO!%`IbY)@dF^xS0KI#omm8`HExPgFv3A;* z(r@|Nmiy>&Pn<_;dd~gXrrfTg{`Cp30YRPq^oxo)%Bo(iQE^nw+YI(sbil%f&y!0F zeDDp>$Uik(?LG$fJ*YTS{;BE0f-!y>=g%k?@LT173m@Z}ClRERpMX!F64hyYk2Wd+ojJme@IOTuPH%{^K#Hvn(|)qkDr+9P5Hy(K5;~Ir(qMiG~krn#`{vlA;Q+WWh|5`Hs+uyf>~{o(cxsCx#v!LGqM zjx>}WdBlK(T7R79h5Q=N^R}jp`V!RX&yYn^;#t^*F0WgZ zJuBu9OP{^&yz`AV|7b&ay$R~(zk$-~M7Cwc9?xByPO**@-$q(7(~?QM&(fB@_admX z-+UK)e_$SEj(P`;JkG$U@y8O{__ydS^hZ0w^CGD0e~y{1zhyqFhWI~QE{XM{>FM7r z4U5y}KkW&x6G5H+;v3`NGXA;o(%qw{i22KyTPm6KHuQ(IHyPF?M@Lp#73*1sQ*zV(i*(RmIM0ah zJ?W1(L0$igS+)EKgFi{o1%HyM)xWR{jr&jF8{pUZ7b3=A>~n#B-~k%(FVp%J^sn(g z0Q8~{Wr%cgP`QusY2KFgAENFE`~BB~p3Z4!*v^0O5A_HCY^7gK7byI3V&4t;{pe4B zf;#=>)H(Abc8mOpLVn;+G@(aEL8u_o172<~a8{2;X(Y=eH13?)m`&Z-A z&-6dvBb=3|j=igT=>xmA%@q1`Af?|)P*;D?h}e&8QI4BA?arKMK~&-7GX9=-ewi%r z2NB*jg1Y&GeV3jeS>W4WhjuJ-jvXNUJ%ukksg+K{_a(d;1a;-d)?W8Wai8FSBLTo+WF6oMkzZLGA#*E`QqmF}3>JZ2fl>5i**far};=`#gmyzR~oDA2(Id z>|f9gXrzBt=E@=Oie3=+5!)YMFeq$k9ZuPq>VFUN2ZsJv1N;^~^jBl$yuLF>z7yyV*0q z*!^L8^2vBeSLVr%lP22D5_aXBN{5h17KS9`eaxkFD zrdTPU@{?xK^VYL16n`L+yY#HCl|Prh&m*WC|NNiyxGBZ#pYp}A*m1G`)%U}i;Tf0J z<&^w8>HksS&!>!jC#bVu{cFkVx1McJR&=biPxynJlyBPjOasck#1sm>|6Y5RFaH2v{y{VQVp9ul4TPGop7 zoAFT&^gr%z;QJE#vxcBie^xJZwM+K1r;r)zyJ5G!XMchdHJ&FQq7;( za!S8~puYcQ@=BECWiYQ^=T?gKhfZf)PWcCR;FR2y|LM*j%v^ix1;PL3;Zs*W$LU|CCe8wl#`XV0)Ev6Ab<9WAyxpJk2|?{VkI0K1&^IR!22=+AnBc8HMunPfTh zQo{Zr`1d78{NCL(Yv zL0$jz%iQ)hyGHf{>TldX0Un?c|D}mPf8YTc@zwIR^%I;!23_0f&klmR@!NM`+IP}~w(9%~{5$fU^DoHH z_wB!Y|9hf&$o>TXjq{(~RPSp9b^XU{N!@qMLj51}+jSLXhj{z6_3J>w+e1)izXj}a zO_o;w^X0~kosq0N#n0dV=h%e@dT|Px>Tje2|BUM=dnv&_f_nKs(KuNuQ2y|BlYED{%G8P-B0BnBM3W34mxGs79bUvudbhUqIgT5;BM|4wej}=eGew6 zlRtm2o^M%f=6eNdTt6Ys-!1c7yF0OBd(r<665e5gy7GD3wuw@V)1htIT-P#ZiZ7k+ z?~8XgY2()+`W{3Oav}$n^*{fON25<7!^zVBrF!TJkvE2#dlDEGMJdn*)7wfq_N2j~Vg(vNbWzx!Dg zfOoT0mLD68@kmVd2_V<~O^i*f7(<%Lx_xFUI~8Muc1?n1!GWl=E|HFvJb?tNK$r|AKY{{CfL+`}{xf z0KbKg`Ww$*UMG5Q5&V&$74+n{S*DkF_s?0R`4e7Kz4AeO+08DJ-Jm}=3F`Eh>*80J zC9e;o>pm{6y$A8QUF?L6cU=TN=ms>>zl{9Zq5rGzIi`005*Q5rtM*eNQT}bBJA$B2 z{(>q#k7ZbYM7yf;qxrK9C%iiZb@oe0u-kcQ8O?uTSGJ=0FD3uKB)?kyQ>#BgC-`r) z-xrsr6h?nSO(VbIPADsyT7lIXXUjI+Wez_o8z#w(X7eU5sziL;IGAsg&ncXIKZS3s zx^dcuioTr5WvENMxnPqudLi3AIe{?N>l#j)*ieHg%{KQ$RNee>Bm`-i2JXg5BSFW54$h4j_tIx3om6gjC=U-*x5Z@ zCujBKg{B++(-^O$GI46&Ik5&8?HRX!lifr;P|4i!r?)v<*Rodlv?0>2FXitrQM*9x; zuLG3!Y0NjylpSV#tj2K;4*Z9|4&(V|mEZ1sJheakf21rQ@&JEUMFn3bkw2zO)_Vi8 zJfu<1&sX7@tr;YHi2evZsrQpBhg`& z$BrZ2Kt*3v<5qj$>W>5KMQVE`GWf4i{HL|*BmA+rDg5h2{%)MP^_V$0+P_5${(4#X#TGyM@w3+cbGbR67g6?2*HaUPzHpM=uXNtqon!ohzcJ`9wLi5W ze^Zr69^6UZ5zZm}QGqV-+o*rx{|5a7<5fy|1po4I?Dr#I=r4qg^T8|hUM=!7?w8BQ zU&_!Cn3o5-Lq5H{{Nr;PUd~dY1@Q#>TJOPn_20DKgLQGNUBWDxdeny;x^U{d_zVp)BeI@i0 zkeOofK@J$#o78mLd296V)ZuIUmC(MwmW zY43-c@vlJMGk-={&a-x4SPmKgcyErN8Gh#>nRai!bVuB`ep^g75I40H_}Iq+-%$@a ze;)GW9_yI+eBGDp;o|+}PyPNGw0x5Get=o|+vYwhl6K!UR+0$zknfxAYV9e?H^X;H zD)#aGnP>(&_huON^Y(pi0w3*#eFmNW3rU~jgtTKp{#wonXP5_--)X!5i+~|LMEfDV z1I0rh%0cD4+qjz-+Ie}N68F8!rQQAc!KLn^d^7rEn^gDlAGTJ|@40XKEN_nnHsiaL z&EZz<CZ`5`1iFE}QYGSm9U9sQ(I3f)WJLkLBPf zw}JuEqr2tn&ipx2+_(E2GOGEDQ0=}N_MwXsKH5_b+UNN@idm*+Ed45Jo7k^!=Xo-6 z>_F|lK_S8`LJ;jK2V;&6NR+tSnj>QlEn>wfzMRLsY^z^t@?V&~I}+6OUyEgVXYu|m z#-G%_zy813Z_@6|sCJ^ZZek{XR4ohmbd>y5;(Iar1O7mt$)9J240<3r(|#Z7->8UF zpV!%nbKskm|Mm06KiZ71mZQD@gLwnWhh8Z|A9VJE|JmqwZ2zA1ueMIr^k0RZou?mY zpxw7GMR-mGb>m-b&q2wO_t2e5rDgr?Nb$q&-OPCZV0}(O)A0}Y6`@y*=iRYg;!GJr z56MAg{QfQ2r(3&Dq2j!9^4Ogx6P{`N#b*2mozRa)|Kn!(5p>=R`s1_Vyr2seP?n%> z{BYdt^F|6MeDGC0Z|KZHms$Bphw_c>Z-$TiI>0yjYbs9#R3@m?KYm9%;#hcA-pzab zDe?ZD)3r*KYL?OTuPfnIB8Ym*L3@vO39NYc>V*gGx+BgD&Ds8NjbF#gV*IH!RvIh8-pTyx<*^P}_f;QvrMFHh#Iss2GZ z(2H0v!FRLv-(=$N&5bf@NKhyLAtxt%ke>Em`5}MnaArpWuzdc`#SiXG=P3Ud`qO|Q z?0IYO@bW~KSZ&kkP}$!T#`Teo|CD+>O7mA$oABxrOixe-et*@!%Pfn0qFeX9C;Vl^ z?5VS|LH=Jv|6`QCo`#2ivGqqLu)XyDBjh4ZdH+$nuf-{KU4lCMAvDM(j>VAvL;u~D zB{*@;MD4sl9l~=bh;(vL@i*D*~CP!P5xBPLhMXe!918 zg@gC1@QJtCTk5cXtSVcn_1#>^s)r`J3Cy4bBIjH!H*|uo!lWyTr!e7wnVOjdRk4wG%jPdLH){nIN#@Jsb za!vI&>?f3OJg?T0GU|d1H5l9E>MLp2xLS_PN#WiTQt;UPl)NHPq%`tqHFk!TbbeV85kA3~NvR?$CZ)6n}U1IFhxY zKWz!>>@VKB+yn7`U3Q9B-><96DQL<+-1mY0Gup3a^7kmSYX4z<%=iAtkyi`2+FZU$ z=Z#>jU*J6s(BFanbS9|dpMT@w@_F}cMf+v)p19b=$WzFeesTj*NGtbBnQ3f zR(;2Ee3*ByP|w@KUuC(r(+B+@>fSppi{tqNe=IS^ir70g#E!k8yNVqPc2rbUR4h^K z8XI@gN%7tzCx9UGz|V8;#!NYupNJ$LioJI?sK2lILTUcWDYFwfrZ?9R^4 z&d#>kCVLu*{%cnMrSyI&>Ytn5FQwv4`LCvn6z3(sO@D`p^WJzL0Oj|hAN>h}&vGyz z+q);M^KplceK0VovjF_r&_&+oU3sDxdM@l-!hm0b_S$Ufn-Z_^Ykf z@o~CNEo}UqPRO{nEGqSmt;=mt3KL!$nog@bxPW4WaQo2k_ z@mzO?VSi-8q!tz4edxd`xhegazeE2T=kGq0(IA3Y&z6JAdH1-mYiFjr1`GY^;#Ons z|A9%Hx5yua07x!KI^!a<--d|gDD$bPt`E=eCwpISRnE1OelRuTLKw-Zc_b+^j?lA;)`rG+& zhexb*hCgyw^t>$Yo5VH=pMNN;yWk)CAnIN*lmVDg5ofdKH($*RPyt{|SWm6G6=L%Nsm|u(jU-k``0~g`TZKr{_-Qd83d6|4i>nzKc3~;U#m+}hfv{fvw6v0 zwVpd`>lf1qZ#qHr6FKPHzV}=4-U-$p()!*B?mJ=r{%!Z2EEe=Xg-rP!CL-6g{ZGDW zFlv60C~;ptf82&_9b>ZFj34-3^>+ukRQ=r*7WlJ?kU0d=PvoGTm(yd(_ij{?jIrk# z#_6I9Tm0R7VP8(kP3cFv;`9UW;o|#T`muYobdipjT-{;eh1q5N|$-%%S0ZCF!P?3rgMxPM=3R~Ze zbIDM%I;Z5O{5R8Iw(5WI1?Njq{zCfUPf*u?V;0K(%69z!{JoULME44U(9?2IS^q4y z{prl>3!}yUL!mj@>hC$HtzRx7yyXOQ5tKoQ_m%f-Y|dK;FHX8I#;;jJJ>L!)s@*qS zO6ivo)Y&gymfVR9{zlL*;cvuN`%TR@@SDdU+&6{(|5krJz{j~js;;U0A|3RXasO%+ zB?ux2IhBL%+kU#owvNc=S|sQ`!#I(7TWPw~e5# z|Hmw7l*l}v7GE>Iw&w4tL|u|Ewdt^#pbHe@KxYDQx^D%Y?1PgT(%43g4^|!76hXmVE{_4G$mYjl?4fJCxLF4>wN79uJySm>H{bx$=*%2RZYW8yg;cX#^ zaY7CT?2Nz5{Q7+Qv}f);;csox@}4>C?sF3K|3-Kl34%^J$a`3}uugls*WB|aTCD$f zPe1$k-P#VElG`kQXjkL>WfNtznV`=82&;ea1#_VL($Fg<>AtkB{dc{Izg64XPdh(m zwBOQ-|84y@M7%eZ*8P(yCi`c<6W@0d)X9I`%ugw-2Kl>({){pByWc^0e-K1F$w5W` z`%wSGcbs3bwf)p=L&W?yt@VHNKk-+iwZBn*cT>Ih5Y&y|cFr4>|{KHYoCs<`;m^}0dPV*m8VnJJskkJs#< zlZ1DXpicgrCoa0qwx-x0|7TkiD?;%h%W8x<7uDViIYr;k64Z@9cI})~Soa}+*6ZsX zE%uLY^nZLK#F2AKZaGaq&Jfhue_oSoB{2u`H;Z}gQSvv7es0D;HQNx)UjyAoL-}U- zaVF!>Im#%MppO5_`QIjV{t@)6{_1LQTg%7!qp$V9^OVsAf=DL^H*Y?d$Wj_a-pgTs zM(lq~?2|Ayu7Gxa#H{|H6Y__9L-=lnZ>B%Y@YQnOi1k}z|G7+rTp@^YP7eCD_!!Ij zCgp!VcG@+e|LZ>;|L*km+MJS`>VKp|yBhodRZ0*>P$&OhFT4H4=Gu>5*Z$|d!hZL9 z{khT-f6e~4t^O7Z^#3O1-hMd_y3Ft~exUt~=TE-wZ{wOx{x<%y5^!%GFK8twavsm| zDSTc3x^uaU?7zaX-E6*KLGqM#*M{=;^8NA7KlyRk9~j569*Z#Qg)rjrT@4rG2tSJG zUp}Sh5MD?|IMmONH-Gr_?%A$he7t7?iXgF`;3jmeP84GWZ3&^ z`SAZ>Pw5>v=*PN>n%-XAS1$1S@AZANbrI>U*Iy#~R}%Mujpu1m9`Z$dBb=Il`S_Bi zQ)X`K-GTBm`tL|)KRL=5`aiW7^cc^7!kz>_jps9s{NAd(S2&HYx85I?{XMAkR^zyT ziu?Gu->J$=8IG`;AMR^A3i(mXcNF|YdxIZelSl9y{4t)d1HaHdAAYwVG}qUUmyijr z@_m1v@$;H>m$r}R_HqGTWBc;@A9CFJ=lUp~Nb((_^uHEDK8|lI@NQ187J}c#^I$k% z1$sf32rK)Sc||=zpBkUce9|q?eL2WiEpJy>-b8s{pcPmA1vTPAUe)yZgue}h!7m}N zspKu08PETuvS;Oe7082PAIafV`cn>n!EZ$#N{IS=R_^l;<^`<+QLr5kpWGq&NwdCu zmsLObyYb12KKJAslyRsf_gDNA6(fHWRd^iv15otYAC34D@?V7dd~tr`a@zr(zvmV0 z(>T`m?$TQAzuMp7j|TbeQ~V#fiTK6Z&8}`Llt%qkM$Xe}Iqt5pUd&HtsLuzV>+Q1^m3OqJ2?+ zw6{usGE?)1eoSV@{Z`Z$^cchVuI8ut?@`O+LY|H*_kg(Y4*-8gsq1IQk)HyE{G}J| zmAbzrv+O&p{o9N9>&%V&WvczqRm8hkRz+O;vy+gYhKm0O=+k6o+;4(@`x?Je^(UEV z=u_|`HGiS63y6Bc-v#E`2&?${gg+^iZ)_jP8{)w~v^T=ghh2)d$aN!6XYM77cmL{r z`C+9$H{u-?dG9XdMfH!-k;A_M>=CrT)tyXmvb(4U*0~X{mhUXuUky7L!WduEi+qgo zfUvQCYB-a?Gu9X78S&L{X5p_!4aYM01F_IwYJ9DKfZs?5{bW^lg+|sD_7C_Cdk+4+ zV9x@-1-&PO@f7~rjP*f%VIP1Ws1L&E-^d^JhyN#hhrA&k_{mSkdM_>Al1C{1nwoHo zA1L1_?Mvcg({O5Bd1-{w%8HoLl(+pg)T`#2L4A zbCz~kI(ey+PfoWiKE2yiNoRCuA%FT8j~1EKnJm_I{-Nyb!EpIL!=@)mtYndltc>49|XQ!6Rg1WwG!{lgoizf7$!~cmc`DTS!PsBWbFyZUg zqrxs8O=KlM=02UVb2Q693oS=Fee|4AUVA?d^Xx{1k9A8q=(|7fYqqvs#B;l2vOf)~ zsPEi-nI87n{3$5&NI7v0!q@Fb1a8XymRWx9RnavinzbkV;T3|;*k$z-^kbc%1mPRk z^DXIHE!tOJJ`YRye|GPCA?)A;fscJ6l&j3^)x4DZY?XW5znk;0fd&cfl*yjZq9zW%M&9?=Z@1%;kvdG0(_^Jjqd8?4vr)+2q>M+ZtFbRPrl zJKykQ4{kNsnuw?uo$$pe>{_$aj=T5S2g_|w84!NgLPq5_xO zPXB*B4}Cz8l9ZGR=5U%F$EbND|3KJvvn zAow81hkY!5QcBD{_F`+F>%yPI?!y24k8sCDAz)tFOqQ~o0z_=kA_zMIjHbdYOx z-pDz=JJAn}Z_wxRXC9FwR+_Ru_jEhwTg-vdT^Uel)6s)&oPw5e^rJjMo&K@xYZxqD zq4U7dUwHok__osjwfa|}j4Be;@!xruYqS*Qv(+Iw@tSylY~|C%xp#y(q)~rs{z$O? zVJrOsCg-6lQ$|$@LeI*ATV_bIr65n~toCwLe z-7l4g^*A8jAKf@0d+zhW+IN6MPbpOFXHGuw`B3Y5 z6$O4Z%BVU)UHkdZdT@h9k^aKCr0%De5cM~sAN+^@RP|SWQN9^IktOuEvH#Vi1ei|2 z&X7OH{j>c!b8q;nRR{Szr5mL?6W2VW>txxFHic^ugnok^Z~Yv{KQgDQRnwgubdaHa zCr=&w;Mmo+0^e5p(Z8=oy)Advr8TEwP211Q#2*0c@_LjZ^o$&I?q1@()XKr}LuSA0 z!v4tAw_w@O^0w<=+{c6dHI5(ksoaJHF^*fyKf&IzB6J=BcFwP#<6D}a=w37G_yKtt$|Aw5BoAS@>JbF4|AdSnB3;uV+IePI z`tD8;`>J57dH=$dn-T2DY>ON{b)fD_MjY8&LhL02ipJJ{CRx4{fhgT zU+ce^mqI`4><5PrvCmnym`@qJ7oHaPNn)!z)$P%}p3VA?$2e4-*gH_%XDBi{p+!&c z+ML*B+JCp3oab#r8MP&-YrmM;cb-X0Y5fCoomPJonEzw^GM*%S^lnm;+LpW0e~ zHC?25|H`=j-kvh*KoELT4!XxQNS2b1@VjeY-4f?vTg)kV@wbkyoRXXJALr2_KRAyL z{EqaaJ3eU8FY}-8Sc|e*moGSTNsK?=dCxj?Y#0~v(}~h|C8*OMUf*SoW)54Pm$_H^ zu&}=#obIt;ih zvR?F~H$mO_VY!h$o^_}BGxYbGva|c{zfwft8>;^mf5zXgzg4od`v9u_n=j4f!>%&Q zUtg+se}X#x`AMB#GHfV{vHoFD`0+XgY{pm12@D2Zesul-<-@KSNFQ|Lhx?|s;ZhDd zj}N=+iMuIvxrt-Am~Ip@cVrAoR2x42Z6uAiY_5d{pAQNCrE* zT=DwTV&-b=Pd^f#FG1b>hi|F(kagdAcmAS>;llptx2#a0+Y0UdzhQ(ooFL>x4*I+0 zdCLmW{2Bb8Li6Wuh!nMgVsi7c^x@n74|xc)JL3iyd2=BaYfxqA1%q}E4@h3qb zGe7ItM6Z?t^bAvWBg33{p4%n58RLFoTxWJB>wmWLAMO8b@*61pNq(FD)9jyb9ltQH z*3P!;w$JcdoY-ZVO+RiE#5#c-RQxgd^qskT!#xgn`Xu9zCH%oh+;%pIoyL)FF8x?Y5OOXD{rYt|C5>)a^H!w`cUW19U%($% zc{W5_fBc!g|4LA2zxmHvaz^TOZsz{dInIjvh#kLQdLg7;6Hdu3^XSI{g1YkUw%)%j z&87W+jLYi#$)$w+{X%&23F_7loCe&CWA=vkgH`(}ufVrW{iTb>TF=e#m%knL*_m{Jcm4^quzZXsK;#e%jW(BN0GNXK&%Lo6BRodqA&Grv%`mmx%)e{wl%? zAP74}4l48KgN+B>u72>Q@JDlD^lIMba5qlLEvxCr27*TWeVF^_y!TE=i}kdzZ|cqhT18|E)D%6--{oRXW`&zS#1{?fXB zu9l2IS(6Sld3FbqDB_u=K z@KX%sV_i@!zbr>GGy0JZ^NMd>KY{$I<4*xm{x&LLJ3)HoTzo7pZ z_fO66)$#*fU_Yq#Z)Fa;Y{ds(jPJ?rrHl>{1fS%fU&nQctk&GO*S7nGi~GQC#e+jr zF4PwG+djhEPZ0goivK9~mIQw!7{ANqJO8%E2HWXJ`=S5Bex%|o2k6H^f{+tA=zGAD z%y6GP6UD3Nhe`|j&G=W0{PCcCX5Gg~;SZw7WbeC~ z+qUN@#tc7TuW#-r5&Oh__H;XDJM4C>F7QJrqZ0&m^6U4)=PE6GCb&RZAAH}==)iM&~tK7@u#qq%~*3f{Z$6Jnw-Tobkm*| zg8!!p?+ihm{p>LMa6HR4r0P%G`kfQ!e}Bq4Va57u+W9Lp`UAeV_ny0Rv+(ErWZvy( z+fFs+RGg{(=uYR)q5sqB56tL~(`bK&5+Uaa>g?yZLrp%gn1bye3=h~U)?Z83KbJAe zwVmLfS^ZJZ8uX*fPd%DGsbIVOgqxfnxk&kjp&$*q->vXS>eb2a*I)C7F_eFA|D(*c z&%1LZyF@>(64c4RbLZ{JESUU3=Aih_KhCN=dTDi0|I76K3PH%391JWI^H`ch`&XFP zWVkT4+=vpDI3+i2f3xw&R{mpLP3!t$J(@pYUS~Z2dW|X)P7vkD!5D{_BsQsOz2&_w zoEGc9+4jx+P(4)hM{}L_61YXg`>h zkMma;|Be0E4Bzbhb_7-A89^QY{09COE>)a1+5R`XaOO$zj^pm$t>-w9Q_ymUemo?o z8$bO#7Y~%~c63?Y|5cPY|8XnZ`Pow@xC#E>CA?^YI{VGJRm5H?xp`Zk;-|vJ`PKXH z8zlfJTksEvPS{6jeySB&$w`;;JxU~wSO`Ky(63)akB zPkYZmeb2Z&M>1Q>hy1Aacd<0$YwOoW`eTR?VV{98`TXPa%L&Ym&JUwqHY?|c)9#N5 zc41oA-(f$a{zm=ti0FMxFqcL@_qHTRCpYBk_57JOe@HHut;E9e)i{!w@gMttkSpx} z0sjg8cuElS969KhSVn%2O!+(P0{$8O3z(Hp+5Tty33^$*KU{(%-&pz)Pf$mH=1tyv zrOh$C;>K22Swo6{E}y@<*IauK;yHbP@g;s>mrj341$qxTQM=Aj=0NeAj=Gm}Sk;MB z&{TgK_y5%QBnt`rmz2>Pf~cn)4BXrEiR50hcdN~Pb_@M8rcjlP6_Pp#{8xncnxJm~ z!p<{&th9VU#?pUWyDi?6`YT^TgNy_%!{mUh+Nld_K#Wll&z3IqyDfJALGJctKR}|&HhWE0zMK1opMl_KNXnM`t=^4 zyQ2L(JU*|h_*%0c-Vt6RL6jp0y`)_)rTrhaIkjJ|`NNzTT5!ku*Y!CiH`{Mj=(;AJt@sZm2lT3Jj5kxt1Q1R!A`&-EOX3imr z!=lTG@$)_5r4WRkm4ka*_}!KkllN6;p=S2XWi(^k<6_ANQe5X z@@FsbGf=rX2qL`<19ohB!p8fCPVN+OQ@m%`!2fgZQ9HEtmyCp$m7q?4#AM~~*x@6q zJr6IrDAv#0NUP^sI%@tnzazZN1Ysx2;Ah+w$c7|6y@Wc#Oy@B(SBF)UyAe7#{E}Y>4*G&8~xh)t5N^v zB)SU_)Y&iYEh1jAT8TjcQIDd<`qNR@C6zAp)co<<5ng_RMb!#h|10;W&c^K@wcxd_i5P{Vf^Gw3~=SGMl=rAI^w{W)}D_|3r=D{v&Um49e|+iOf|L^u&IzfM4DmNcN-TcEcHph8Zn*2dyT!%kTN^Yb5 zp~-Jr*YCYd_TSRVf7SlWBAO}5hIEd)U{t={`T>#+2~d&UD{t0_TQD# z@iPz3*6yzsCcI(Z{=;FH+$1pYM@B&# z+s|Tw{bBS!VH^J}7OWq_Kb5WJx1#f>&_70h=nhox5(IVQU%(5?W!9SBGXwp2&&<~H zaeoK%=WpA;3KZ{&8qYtJBDyPn*?zGB^PV%8f3_qpuX9D*->YbS54ET^{+1@ZG6XTs z$@TNSlrB#4bl&QEjce!Eyq3F9ZC185x3&H_KLGw4&o4Mqxn&80Pjdba-)B#hc+a`- zMom2^&R;DHFSM{l)s{AwZ>GPTsN4z!u}>l-<+3jKg*UH?%($QXVKbo{-9#63PtE=@3zo__coy$wf1I3|2 zb9gT2=QmxpPgML#AJ{pXZ=BTm=#vIxc_VotB5J`%9yy}n`<6fZD*m4L6dcZZrcx2B z{rmG;@-jiD`#NC-y!_jT^|>koZqLB@P9WDUL7w>@^JD8hVMa-(9zc4F)rlIQOUo7@aGEp)%=o~ z(Z4|I`oO=e<_}hl*ZPZl1y8%-@_QkTsDG&b+M9Ct!&Uo(6SunSyddjw_>)8!{8#w& zh5uRjZ`I^Ab@>{7YX7VwLVuv$z<-22mHq672K@p5>2~~$ z?2i1>1{cBqX>|V&<*WWZOMbOIjQ1sR{}$z|^pxZX8`t-Z^*KuZwBc_xb@`B2&7U&x zkw2hHe?D%cZw%d!L4UkJ{zg$>v@gQO`;hQYt;VChAzzs|^dsmn&IeU`GjqhN?c157 z|HjSh=R7^Ty9fh6b^lFa2qPbajr=gm1I{-6P5<^6{-{Fyx79hp0UkEv43ExgqzK0xl!TW0x^zvQYM?r! z6o2kRxWDoqPA5Lu>RMyvH(5GsCvcG3~KL`9!+f&mwsoOW18S7)D4|JhE z>F9m%^VSaLh4&{g{$&#SLG>@+p5z1X5#-~k^Mn2=Aik^Rr?AxTQ^c|Y)&`gT-Ge^R zQ;+<`qyJ4*^ez0&XX3+^_ta{O{-DZ7F%dSNuQlecrmrmMGoEKf`@!Bs82a|#q;i@ALIEy$Pef=p3j3ksqN8Jyk}sv z2UYoLEcz?zi~QC0O=hF${2{{7w5SVN;=h@!kyNaV(98$lrK==-%`f52~q)%eVUU&iwgXm6Bj zv}e@#YJ84$e(|!0kf-)mh3nfHmp_@KkMZw`JS9{bv= zeNutyhxZnoxN+Z4&EJ9gpOdiPArGJr^c%w{7ZCBN557Yl5Jo)w;p02#L%dqQOdS2a zymdZ4+>19=`b#SgenX!s`%;;}Uu}O5{_Ec<^4dYXZvcL&<&iw-&jlFvxiCKhy=oZq zGmJNmq_4E`9qHBjIEwca@EzqN41OcLh{jL6rvrVCFzg|;C)yAA;3wkMux6hjjP?T_ zKdv88CQ)b&ZPzP}}}ucWR&)*DjTGUYv_<`kd8jO&63tN7Y{5p=2a<9!0u z5B9H7|7z{^-`@+Ez0s-i|H1bHY7yrQ?*+I;8=nhsi~g6_0y1OG5bK^BDLdnNpV(Q+ z{S)N(0-Do8cx>6?^&f#rD?KfZ_5c?^*{f5{Z`{G!UA#FOB|M3pXN#!?s7;x~8gSK9db3EA3)Rpf$ zXT&|p_p(REgn}2vdV5Ia?CYi*hcTI&ydv@^z4e8)XH z?2|wa__<43okz%6#$_#sXPxx!-HLy{~C7}&Dl7Vl4M*iXb zY_yB<{cP-yqg=>|oWI?!l?lvp;b7K=zh4ylUG5Px*JqE{_G@tt2K%vSCmG+pSh*O< z?kJla&O*d~RZy2*#fzM%VKe>zoA;wF7U-9$%KEEjCxdT*M*iXbVC-Xmo4<%qv0sXL zC)yADyErEXe#-IA6RJFyN|V1_w9_%={oXn@^AG!-px@}P2>Kp+SJ!@)>d7~x!0!7O zogO3!{TIJ9>msK)+Ibc54baFxwVr|Eyq|G@r7$s~2tm*x2Lt<7yvbs};xC+%o9@?{ z?YH85O)<(4^vFTwyq@~`unY7D?6b7$FZ4gyZ?@8pbZ9>#z5^u~MNlU{?&}J~vD2kq zyd69!n)M_Cdd}ZhJfY=Mp?^ydUSERHXV&16RmtpR(4&6m??=U?y|owZ^HL$CUt6ZWj?3m;=KSz`hf9N4)UOMAEbywPZDmv zzt3kZhCVSzEGS22*^{ z?g94 zPpjc2+r005opq&n|F`2kC+64ip*H}H`XgWL&QojG-)4|6_fhA6=se4lQ+B5OSJQ>M zfG>+_o?Jh|vCzN- zIT#pKHIe<(qHLQdCBs-3iXUC^a{6V9`V0B3N#AP`#5gMlcqHEj3Ss>bQV#d+lsrG8r$-nx~|_`Xp`?)AKLgh5Wq3>f*x#lGDH zejOsDEQwwf;6ejsLhM6MT`69aWi^0xHM4n*MoKgG`8RA+3w@oy}c~ni^#aW z(DcI(9Yy)T12p2RWNH4cjq4HhiEi9yGU^ZaS|2|5nRb(TP`c!&JF74JyQgSB7y90S zpiX~z`OFStzGqvv4$ZxrwV-(41}A=s>fBY}gKofor{5ypRZ-WcZEwFkWnE7u&J7Xw zUDwtA=V{(vO*oNb!9fpv$czYCezTN%CM~}_BVWp~o5Ftne(UZ>C)d|Qa#Q(3b~OB2 zjP?WS4QQ-?9Xc-yyP(3Zn#C5)t}V)MOa-(gsGI+I#pir4Wlmnc)NA?;=1K$ZnhE|# zkKg`D;JXrDGlDu0lWF%^c75d5b*+Ah66Xc)9Bj9(;%Uuae-lDzO3)}j#oB)C+bJnp z=-*DK{>gr}W&Jd_KjydCZv>s-8=#SYYC7$_r19O+=9CfS6XT5h*&|2pI4Py;lwu*J zFNpKr!HWH_=}(jkXe{5%{s$hQ5g+x0{iLpMmgM-}ihf{x*XeJ|rY$$6p;ea*C~^K8 z!@0zB)3-X-?LA)LyAi%SL0$j#9qRpDTAlCMyHR!Tv;GwSpwr3FhMD^a{MPin9YKuq zaxm_fHgA~y)bwrFMMpE(sY4$Zd~zaAyRX)U@Y)hI%Flc{FOT`juP+0N`$uT=ckm6+ z$iK}re#0(Z``B^J{z)}B6=!4r4GhNksqC|);k_TVoFw6|RPFx-MEUKBkWK`R^$!~{ z^!LnO5e)rw)}i<7ixklA>vSNzjs&p|AO`~qoP5SCQA-we|7jb;I2(5VNcW3{G=G)g z8=#SYl&#ReHI)6eW*pyv2WZ6isuNki&X6-={cTjU>e=S)sx0t3Q%0~4bn@d|@|QSv znC|OA|BWd*vvtGhz^{Brt%Aa=NNyC{;n{u@T3fN z`p>`cjU*|iTQSFjL$3&bCl&1D_qI%EZ*%!w=)64i*UMLNIeh)f*^KZ0)9!6qDxMYo zs*67_(|6p=HUhsF(cOoj&i)MWZ1#~kw4Pah_t|Z1KE>PRoO|a+%K<`udee6=f*5Dy zpyDsxx1jI7Jq-ic&lI1(>$JjoUTXF$($Q1inL$syM1?YE z3F`W9VEgrP?D#sT#`&*C3;TPwXZ(jxA2fd@7*_@mzTW=79sW)#>2x8#w{Nt#FE}I9 zkY5fTY0N3Psr;{PSI^nvbwkV_JKfybr{thw0)HT7G?ZXAWNfjF|1IJTo4@gSiL)ys zg}Y#-Dx1?$A{7nA!wAJ@^s$}^8(|2vq6M6n4qrz2VDEz`FQB{!`<(xLww_j4h4fJXT{+whmEkK0Cw`Ae3~jhkNXuIX>!0UGhu^0oT{#{FR6 z0scFFh}i#7_a7Y6SpTPD{Kft&_%fV+_!5MjAP4Jodb){uO|I`=?Z8ptZ|A~-nO(YX z(C&MHZoq%1-(rDXj`!wK{s{UplAzvx3%WBy%1rmYF#cUt?t9tZ{#bv=K>2@hUmAoH z{CD~TTp-uR_2bc$@0>5`4=cNRmo&W$Z?;r^Z|n%gzkTZPGI7NSPC?5U`Z1QEuK(Np z*z|+scsZB9m*tM|x8s*{MatL%-U8o1{#W07!TODH|7;wUJDy-}f--OzFMW`1PIvpg zj_+-;ewJ&McixJb(_TLMpK<;-fy$fxW%)4|dcSAmb5~0U8WPT6CnZfd5LsqRKcRmx zu1q6*o&M&V-UTu4<`i@IX#|6PUFY4&6FshJ_ths7-V}m55O#n18+Lf}4`ae=oncie zVnflWbUAeM_eu19GQsRx2FiOWJk!myYquN`{?aoyKQ;193+=sZv-Vs0aoh8&TTY1k zju-MwuylUklA{X2x6R(gK;`hS>p=3j@iEd{?su3ss27} zw|`W!BE)+K-!}eOEZ@3_XAfivDM@+4E3t_-m!U!(DH(R zX8ljiR(mf*ZGX-Fvkm{S@VBC#%gV=zT=8DOnlI@O8DjTC+Wf6T}Oi(93ySvZWEFCNu*v_ugO|gF2ciTVLH%2t#l-!j6X7j%#l+j9py7AY+ zvtPKBhvpy9A1|7O&p(uvi}IHe-ZFx^`J>mxrk_@lj7VdURhqW3p~I{Rbg>pvf}E2O_M ze(cB=oczmF&0pR+!dw3(zTKEtaT4Sg%Nx!&%G_WY*>Kscey+H^YWGln{!HT+Wt8I2fEbre+6yE zM>*&}>b)Y{?I+0p*V^xQDqufBo%}iXEte!s8B_SXfm`n~j1P9l!ykMoI84yLgYf<& z2t6YQy&_k=VBxEVx4IXrt)FDulx^(w3)*|%e-Peof;#>0f6n0%Yw_73C_3r3*#B}K z@Xxy~JGJv?I|*+WLEZQjF#ghW=1uFrSU(?4>%VE$Ul{+5=dsQD5B$Y~|3-hYdx-8p zf;#>OTpRh9G?(7H%S7=J^xho>P37-@^WIHZFyz;$zxEO#`#_Key^cORC5=y&l4{2NeXSBlGBf^R{Q&&?HvJPQ&TrvfB+5TPKdune$)BZA?-&+VBCuHP3lR+S z)Mm>%Hfc6+kkG#e3GY0?0t98CoPU|WCMqg8;5utZ-@EVVUc@m;oBtl7?}rKM^j};L zha{NtK(Yl<>$A z&g#*3X`%PdF{`?ABnzS+M+xf2U-$G5;S&5ULw-*v@1^Dy`2XLuzjpr8IQ|?Xx=#|+ z@jvk3#K$bae@2&-vp0ml@=_z*?+tCP?SCC7yb}a<^H00*$an_*54&pl&E0VwUbhzV zBN1K*K^^~m%ci@)LKgDnAJ?2>MJV2N+;7eJY0Y1=8UIwY5b@rvI)Ai%{)G1m(SEbO zs~LQ3MQKjt*eHLWzp6h@QATG8LeI)U|9gv`Ni|kmnssbu8dQ1%W3*? zhM-P=ZZC1-1dA}7A6@Zuaqb-<4ub!-@=uIw%Kci~Nt;m9L((iQ6RXucZ~24qH9m zl_T9n`f-V1eniOU9}Zl)!QNhwqE zc;9%o_p)T4JSJMq-_P8NZ^s{N_YcAd?;b(u89AuT-+Y?b|2(GYUFJaXYbP$*WOrSg z|6il;5d?MXA2GEXK45sSs367fTlcu-_iLJp{&Sta-y*1MKTBe@X!gQk_mzpqqQrYa zyRx`@EU#aaQ*z4<`f-z>Zv63T9P>=*Pv{@jel91ldHvNXk~6 ze>L*YO#a|68gv=`rJLcaF`_112j%eTtsq))w{!Qrn2_lvQAX?0(a;P1w9|5VkB@aL168`r7P z?y$dv9yN@os2A>uAq;$kagXbX;t#B;DDV8jxWsmkYLI_{>f*jF?klV1$1>dSU83A4 zt|9zQ^vGSqzINB@6vq8l+(%7j#`{CaPpwZf1ASO$QT=h$6#1*^albv8!T%WWjr*H8 z?}K<_dAN^)a@F|E{A=M;I~)3!%rb}Hk=y&k&(nC9VzNi52h;fi#ec~JKB+=dZ2j$i zJXzjnuxmY@KU4f+4dn51IIQs~j`=U>G2VwT)~^xykF)wqsaA0m&q@AohAI9Ey!cx3 zm-U@Yu-|zvenjH&(w+Kzh2j@q3wv1|Nd4Mb)JvS>C;0(AxKE8R)(a6f@=u))*^7LQ z=hI_<*w@FWXD|LPzxpl}F0{asDdRhx~h#W>EgN;LmG$lpSL2pik;)WuG5Jy!fk{wSRJj@v$O z-*;-qH(3?lNcd~Q{q{_Jq2e#8Ef@0PQSf-K?@9=N9sT-NZ@w$A715uMUtac8V$qZR zMLeVar`9JEH=h4e`Cm=Qi?RQ{Tt2Q!v5W0_6GeXO2>&#wANY?j_zV6)KdACvovZq` zG>5;2)af0CKM?Q{<1Nx7jCeq`y&Z%<3-Mj?FVtMr&v^c&wBmoSl88@T|4iJdk5&JE zUff0Tm)V!A^4W}!uvXB!m+0>(zq>M?xN={LSM%5O^IL_#jYPbvzZ&r*#ova9sE^9u z&cYv$;!m%Adl7C-{{2uc+5`H{n%$m)RRn((|4+Iw@Zb**{a598WsZ3GCsW7Iio%~w z>TnK`9(b?^wkiHbY5hd@Cpd-tL81NB{I&Kn?)R$v)B1->pY8r~;BOTElj6u9AnXBS z{%U`(FZvVosZqZmjCj-=`W0bg`(r;1@n7tZU2Z$T^Y^?Q@fh#b{-ya>LHOUx1HT+a zKF}wr>#Ny2DDV4&jy|O;ci@k#<5{gC!oP#64OXyx*>iqJF^004_I$rh%Mf&Ae z#Xo6(uJ(tj!hQok)cWP)M*RzW1oWc*&_Cce+6Uz$jP$@qJmeW+~k1B8Q$CI8Tp9^HKA|Cn;_4 zuOlAmQLY-+cL<%EI5UT7F6D-(1*dsr_f6K3e}#&G$UZ%79 zWb?`Hlfx&cTNWQXx9@y%xuy59Zw`8Va{H9^$v1xw^jH*=r5-Z)x_X0r_J~2 zj1F_;PygaECzCpD#=are{jn}4=dQeu)uC4T7bRXqGgq4MKPfVN{mL<4`pfA?JSlH zJ1Q`?Zp<8kk97!?t6Oh$Z__KD?JW7SLs=_YjN|6WKZvtl_9!DJA5wt^l3XzK^ylgEEdqG>Z!&8AM03H&jml_?XvY* z<{e^9=zWJgRG{aeUGa0XY4;7Y(D$qabs&b_-YVgJVZ`@HKl}LI+Rhy5QZ3%dfqy?Q zt)2IPz5qVfk#HUc@+8MA{(7+9hIVRE!fD`}9HrA-KJtZKh4Rhl-(j*}l9MvBBWPUj zRzF9G_Z>0+M87pFA9SMrM*pL>;-mgX{cI~f)|-v^INt#I(&Wz)Gp@@k$>Xo?8#2y} z5bNz9$_7kd^|U5Oy=*NX^kWXL9y!7zgfd00hR|cKXPgq~XcQgKFq4$v? zSH|~|i&91v3F_$g|7+_jX?3oT_uF@fWW%Y$T^qW2<9X+q9OW0IA0-Gvp5>s|)7W?^ zbl8lgDKl<}_vr@T&z+EUX-7`UE$HtK^a10M98}(Cd`j=jqW`XY7!-cIj<()oR{#Ia zexbzz{u%pkNus+fLCAv~46yUw#^S0)1Y34qVNMj!s%+2bXQ$m)C`I2L3F?6IzIqJ3 z?*cxTRo-{e#=p{pfbkLInf&>cNB*1A)*m*z#2vaO&dbK$-`(wpEw=lMP_qvWM!R61 z2|8`%KlrEax0T?w;v*gOl=ZlLujfq#KKNRJ62gv=gZ?$=K4qDoRe06D)m@>#Iw|kV zmlFGp*lsERCBDPK0^!nj(m#;Dw7xHM;Z1{4^NU1@`+~;vVrKmN_x;LrqW)(1YPG_I zzcQozR-$^hA_zTW4O;z0?XS81!a#@ntP%D9a`Amiw>Umc@UJrAH6@5~L=N)Ro#WZ# zf$4S>agAhn2kF7(%f(91@e}w}2(KPNUH|bvQFJM5*fsHn&x_maJ;l!~{KtFy@{)X|@v)0m9E>a8pHtA({+??; zdR_aU_lo;UUavn_TH;^BW_*;>h493H{^M7tVLbESFyC(f!r#Sx$Bj#xzbLt) zht2h;Y%SpLer3O+J;(Qk^aC5EI{9&q*qXp%$X`JzN_T6Fr$@=s+IbT*{-GR?~znR2#p{=%;MO``~Gve*qu!D`nr{k47Bd&C2&Af43OFjpyB) zQAW@Yy86c~{xMP7enj;b3O#F=erA;&B{ch`IpMb;sN;WNule%(^55s|duG*b;V(ye zxogjK@2Z@Vo9Z9ff6$BHc3vaUB{LO>`KPVrtLZ|6Vc!||AKfUUwgk~ma?m+=VUkpl z-Z#hmrit>txhtpSme%y64ME-bW%15-O5AsW{Hy*tirC!$G5-PojPoxu`2n4nzZvJB zI7i)u66);Nzypc*80IgKt1VFvSKSEI{5881UPppRCkLIc&%DHz(tSUylMJofGpRs6 zP5-thybc6){O3RBJS^UK2mkQCdpb&QR{twx|ABwT^Ok1#RE+5V#&z*dl%O*bYS1t9 zpYK>{x^MSAeOLW`l(D(}ksa!f^FsJ;Mt>aL*FyUn&--_!j64YDM#dIPO5~vs8dgF@ z|1<6nnU#<1P`=l|K;uaYi36=jQ`yZ?q^l@ zbrR+GBD~%N^AnUo;Mju?SS`BmgZb6r&wu+~?b@0nnXUYXUc>$y@V)3qe}d?j)}Zyi z=C9QMp+9GJAAc#&G0rKur4Rk^CWvz6;L4%5;@Nug_X7RVMe+AiS=7HT;q@b^(;smc zb3PINYO_%MfA&|aoF6I1DLd2g&)#JH$Bh4G{dWKnGKiqjezkk{_pTqEwe!L;tqS?9 zY^tq43?w`sg3yz4umwwaDdD_7`UTG0QgYM!WBf<|H|ig=`m5y}7Vpy=*WU*dAwvl2 z`oF`E_udKn5Bf8$^FP!R^c%-d+vwNkpT_ayM=AjG3tj(p-@NKMOL*s&?!cbA!e3O} zo$w;Xiq;eIKaB84d|7}0Y>uzR`|udo)$_iZzl-67=SvWFwjA`|-zt^`(|s9?Uw1YS znR#ovCO@{-KSZp5sP%W`RGg{&c#yvV$R+G2Tk+L&n!gQIezf;eMo~ti3F_?M^^in%f?OGeYtUj=SL9x zWO7jPm)7Fx#vy(mk1*J2r&q1)ob1_M$lrLvn@lhVK`XGXUj=Ti(d@>x-K+_HKmTh` zna(G){mTjTeG)%=L!@WVEdK0r?7prXGH zySe0lG5?&H|F38h)XZa91%YqIf7svX|KDnVi+a&}f}r25d^KH2a5X|WV3_|;q3=@( z>gF>yn(3oAy7X6LyK=e7PC@;U?>^)2M*y1aQ zp*H_YYx(N>k39!nbLqz~1akt|CcQETSbSm`8gG5v;0G^7{_lj{&k`A3&4LG7wXm{v&O## zM95NtM*Z!T(yhhyL(yXW*YRQ{K693)e}5&sg#@vmC0-)g z2|>t-HTb?=EZKh{F8H3-`7>oJ=Kn_f!Hj<3!~Qg$e^^EdmJ`H0R}RKFuK!EgOzVG; zi{r|BS1mauw^@F{Kb&U+{tEiBl3+eW$oIXve~4o@JKZXLamh)s{`%v!&k4g9XzQ=G z)*pHi=Oj^#ZTRoReP`qT*=ovY4?&&%7RFCrWuCRp)eE>7!g7+rc=fuaZ;9q~A4A4j zLwLIh>gw;8eB>j`Hm%tYx2~TP{yL6*pO_L!)s_B2*+CM~`KT_qlB&Xs` z<=@X_{d^N;w3(o;{$A66f6dg-VJ;ZIaUaIk@{tbx?_2c;#_zPA-!YbNoWE|P1Um@o z#$QV|-vrrTL%;F0UN2*qCpu1S=;hZ@n?GzPyx$2HCMW}C|4a=YcJZR`y@oY!)^eEU zFVD92w^&*deqp-5L_yQ`M>^P*x#_+czW+f#b`nH8$-&rwdCytJy)%!L*mO$Fzqb_+ zkG=oUS=cYO(H|HL`!TKSr+NP4`Vss^!+yv43Dn;v`a{w;0AGyq6G#~yBM3fQgPyHE zumYdmcBd5hlTD`hvNtzet1?`Bujo(uzMr6&C&}~Ab=Q(5-mgi|GF^ADpD4b1kyW{U z?KJ(jm%i^Ks2e}y#vOgc@ZJx;HBp`=K7Eqh z5lj&K+;TABr}xnRp+bLko;|$DwCBCk*#G6l49Y+G$yo2DrMqzo+N{6q2w|#nzsvUd zBl(_INz=MWpbTIc7}bIt{Y5=9JuW zl75^b2t8*Fb}W*>GRJ(%;Jxs)*uRdg?o_u&cWwRDR{4Qm!aW-*&b0lC(D`}rf2=b9 zEzW^|hJKtSm%y8djjAYa_KL@^iX$0dTGQw}QUw}SuUdvTX&{R{k0>-j^_3A$AKF*C<^ z+uA=VI6EO2?Z>P1J(-}c|Hr((9M8Hx$v9;0vT){0@lH-9E>xZABl>R`eSc06X4T9byg?A8y_Mh|~Nv z+s1$G{)=)?Sa<&C7Udg35aYBweQOuwdY;)8b^7Qjg$ntfeBkq;*7LOYa>5DkHbLF| z%e`8Q_YD53z}NIUW;^V5tS;KmR{9|qs{QB8sW?;pXXfwp4rO$gpiciKPx|Gdw4B}x zf?VPJhppu!9r|Bd=U-0rUK_?0<9p9${Bxr9NAzFg`r~~fFp41BNe+gEr;il=q9B*` z>IY{ia>bQXa#Q|8|A2l~{}dJY(UegvLF4?*hx%V`im%haX=5&XF61YMzCR;~ddfk? zUo8A(!v0!SF2Sz;{Qmp?K{`&wnetyvcUtUU;~q5dpU{t| z1kul|LBCv+nFGlW>~Ev|n91LNr62yv(5}YySF`f*UN8Ee(f%~UC$@RuAw8-hCdvFlyyi4rq_zI)`e!kY zV$AT(^zU2BD1o3({^IUTJjLeq`SfYe+O(t3Wt%jCU+cT_+k!9pldZofsxPP2ng)%z>ZOP%Td3X+-8 zkNr3BMcseP!)?V^(}fCu-)UWcKso3axQCDL@99TIYLEhmu&C>I`){=RYtYmvv3`8E zd`+(vA+AFIr%?I~gs+!>FNgQ6%aA|o^_A~mWBj_&|M86wM{WH0i|{{y4y}BzQP(yx z_@!#YQH!L{EtXL^y}uY9s|qYm8uoL={xpwwD6bR%TmbU z$-C+T{}bW=O%UUx9CYs+dPOQp`Wy07O4)xbEAVZlKehbl6Zrp7xt|H@=&$qV+Bo^W z^LfQOyp3k4Ki2=!*8jBin{S(cgakwXtNk~Vpg$cElAa*yDOX3Ce?^hMNAU04{LKc6 z_rg^A3yAW~_;0p;XNFJBBK8lB`&Zvly)&UffFK{AJYOb4YC-x7{a1Z2p@_}&BRlXv zt@f{qZ#=)H$=|Z_RD#i8qU`nID-IL0>3J4(`M`pOH-6y{t^VKg|I9rHc6;31^Jjif z4o|B+gTGs{x5}X&Bls-q!9DLOT=Acf-JL7<^zXIes((RO;g1FW%pNK4`ZObdE!D`M zVKc!u_#sgBX*Kfy;lNdYCdEY9C@ylka+*RSu6w7V;>hsXr^?!iUr1ZaTB7D&r_NvAwD(lTXxN0}FTkTKh5m(j+@k`%%Ab5Zqr&et!k>@o&#}A+qkQxqWB)YX z4^sVC*5UBqrj`f)Mfr%|2y6aIkw4DMLtkM34`I-Q`XLPYLw!*{HNK?qhh#j@lA0gM z4CNsoHC|gkG~TBeR@ATc(A|E#lT6TpJYKwO%N#kzR2-s&vzP78Go7qAFyv)F-ox5p zOW}hO|9#cDTHlJ~|IkUu1L#HlRsEpNcc3p2 zZ>(=>e_D<_br}AmH2tIEYxV%>ME^q=?TIkj1LFnu1;Af5J^W3jkiRKy-9g2Nzd6W{ zCQm3wZEyG!`%+&T>z_?_H(aY}58+>OK$qeza=r5){^sL_X#ZR-U-pNo=-W<0o>YH$ zXb&U{-W7GIERIJ)U!vvzjCcVJ4*P+b^Vaz&Og`t34SAt{#)i=?|_uy z{iwc!+}5&X)>-){V+a?sp zQTdb1Ag?GdHGh)Xes%0+)y`2qVu_Ft)- zhp$TZNjZ@o@`ZTl2jpjr2fvN`gRr*{pSpbLM{PVc$|LNF+;Rq8WBYRWPYkox_eyUL zf6pxxf3qG`e|zDt8S*s9Iv{zs74^eD65`>n8S(-94fRbu9%I43u{eXx3jPa0X z=quG8XM%o}Uz)tB_%1^JtmeXy8Z||GtK)5Tp$}o-qkQlmbgB7O6!sVBF{V!)hQ8J0 zGj)DNg#T;Q2ma|Hf3TN8kE$Ou`y_RF$qeJ6k^i6{<*WI@9zgqKGT1N1`3b`I9QgoZ zoe%m;9iQq5f3K(y{E;FIe3f1YG5)3=A2W;jG19B_8^=fRTk9XG(;MrD{-oJsMt&N{ zD>WYNiSo7aA$58A__7)F<(vI=ws_fb)c-+$owcam27jGymyPZ^-7f!&x6aI1v%xae zZpu!#-sm5-DURiPJ$w2CdA+oKMm0gRChg1aezaPw7h@f&E8$~ZSPlkOZLnGTb?m@^ zrd^`h3|a`>(67w23K>^$N-p*RO4Elzh>+J?e`vdg6)SV2>$Ax>Sr8H0|48-1n>y;paI~;A0&R`=Pq}TMmtXCiyPz7c?MfH^X_p_tAw?rhFVP@UcIWgYrjv zScBI4)(+o&*Wt2dH5*FtkGK5RG0c7#r=SJvsMu$=Lxk*a=s>Bbl3nHY^RIaP&LA$y zr`_j=kLe}wAqRk8^OuQz1XYi?3w)~`VExOg0*h|FJT6<$=ThkEi^V7GI4a(U&so>? zR`q{caY}Bw--`WGw2N`SG#h1v^Dt;n`Lp8h&i`ep4*c34hW5RfchA*!1=D)pLGw3r zp6nW1>Ay7FeO$Y@m&JZH?mO9vucixhLHmW!IuG#C-jF*$Io{bd>Y5aL{jl#WhhWx* z5Iz=My0+3|?YvGd`i_3D!{=kl+?4XrdAk~v?uByRPP?y!{UPkK!eZa^dbIPU>`<9Rdm z%Yvwo2A$WWgTJH@7sUT3QPXe=M;P(JK3dB6^}KtgW=A_M z{ihALmOtXbKE(bWzE_|>7~eGdE9S4Tr&4GCQ!TzNyDiRZTs_)tf3~|#IOx&t0e{y1 zVHfH9e?>|N<1@x_`Lq3l9-(Z&jKf0$1MV`6Go5yOkDpLQy>AGXOup?yD%hv9lqcng?Ga6y*mAAO;Fo^o<0nd3f5Xa4OHS>zWmv8-amg9`|6FQqx;(RvqBlld1m_o zLFK!)6ZuEI0qW~-kxlhy{b$``=%-IswHfqVdKXUYtZYB;g}=4p@^(V$g+;8UA4L9g z(f;)Bdm^EFB#@^4#Oz!p`+Gd9_=|*{ex$>$Litaq{(_KiKz;rxSrg``%KBG%uri+@4UqEul4@y>?_fh(PT8{51H^85j-_P_f=m7Qf>kRz$Hzh$ZztfNZp+pb8UjF!l zVJ|nU_obQb{WT~GDAc5|Xb|3*CdbI|3O4^;lw#eHjK|F#S# zGQ;+RcxeAvAH;W*8=$`Y5D)7F`u8hA2lz93v|p^FB3;k{{+Rx;@OPk}KeeHRIuO*C z|DfQLi|40S->1$Vb@b^!>sku^?j3PnzjXoU(y3;Y5&ThafIqIk+v2>oe!l{AfIp@;iSa{! z4y6alJ&0fyf-5v+?p^A-_9)??+HGetK;Qif5AxeojcS z{VtnL;cHusEb@GbYCra*?;Zs8{jYP=ZLb=qh+?BDyu{Q2myiFY`a9`G-+L3()c?bf z3x3Qk<+0#x33u2)3SVEfWwFY~Rr?d=2B^@`lc#-`R$VwHXE=T| zEZN}XJKrENe_C7p>*Ji=8w&b9lu%!Sn*QV1qHcoJ^uB$?KYI8J{gZEGeA8|o)dfA| z2Gq;%Me`Tv552!{&;jb{6|sVZ{!;Xhqu}pJa`z{wk>AI6Y=RV6`>K0X;$?B)cukAe z+j_Y$K@YxwKjv>TVO-Ilml!~NQNPHi{Mm9}%z07H4>#A`6#mkBZwXGd?U42N6>UZ~ zPwe1wO_cxDVsEA%nr{94@%|6}4WtnHA58KOA*gTv5BDnmLa;ul_zO|j4^eJ_KQ2H2 zK&*3i8{4JPqcU{`f6xKy>8t(FUuH%@??rNtAgJkowrSVCW_CoMfx=JTUVO|kg?it5 z7=0g3P&0ov?cTUj8bs|E^?$NA2K37Mdse}JBr*7%pl1At zap>_(8lroz;MeZ!sQNp(_NUQ(JLuI3B){JN8=2!sjT{#u#eL_G1HKJic|m>e&ztD} zAgBTM=KBUq24=1`@@us4_jJ5o$@!sqnsLM%Lx08+)VKeyqiqQAs>Q}%Z!@$f0fU7#rgsCKjNX>0Do3~n13dB{hq`U`}BJIcQQp-PEg-| zQ#ak)@olFo>;;9tT)yk;il!rk{W68VFC&O`1~Y2*H@jkISl^wa0@*PNciyr3MXy-Z z{+UYOmlD*he=JCR{*eWBKCtj~e@WO+wa2zT7#}-8@SjF>^9VxE$f#xfa#-@@)fC?& zY%_&BJYQ%U9IV<;)9L#Rf*SjC!L2EwlF!}_A6j_r7yjm!+Vmc7)44CF=vKGCDnx+y z?m_QMe`XWJJWWRJvki!6zOCE!U!3C@gMA%RrT=eswbl1ZXA<2kf*SoF((K+x$uHpa z<{jO4iT&ezFV0=<_pBqQ=!Wv+z8czpa_#T$}xIau@SX7q2KxIgq(7?{qeJjQu%~db8Fm> z67v5!`e@(ccZ&&n=ncT1=?~POzW;*`@W=G({*8Y9U@>K62|?78j5a+t>ka9@ASbNf zDCZL^{<8ePI)B6byQ$^;b7`yj52F1`tRE@sQyw`65Tq28sK^K$th`;%ZyX6Z-ucE6yS66=9Odn zRr_HTeP2sZ)Ba-GZ~nk;AIV>K%*YdB|GiasoKvc*s{Oy3=++R_tRLB)cX}@BALGKm zt^efOZzPrp?GNWK@g40RP~ZMz4CWu}DWNUj=RfG|s;yG|+`j+3DIF=+@4C0|=IE41 zoqzZd-Jb+CvieCm5KpnKdb9+@sr-HyH&Irr|6~)^k*YM&HRDi${Efa|Ks;= zl=3Sm_@mqa_2p;eZ(4RQnO<^QkzRij?@>zCUo z|5zW=%>P%^b-u=4thqhy=*vrD|772K=h)9tzpg*^{pT;@zk{I0ezK2r3zZyn`~Uy7 zzm}cEcNf7z1ZCj2^G!HY(9=$^e{oJbx%M;imE8F&#KHKfZ$DVqyhIT-{m(Q#)n_)c z;*4Vl(w=5lDExEk9u;$b9wO{lfBJrgU_pX1u=qRlY?Z&d$I>8%^bgN=Y1w0>O23!l zA0Vh{Kc?!~FFDnl*3V-+q78pHp>hqkDiT-w zV@Fe{*ngOKc2|b&wd-?=ZaPPQE)dkre?EJ7++lbx8}{d?@p*bZUtLbLpJ1XpPf%k& z`!sg@$ad3vYxv&I^4?lOL63R^)Yl&+E7t#Ue-7V42dJn2xBgbT()u;@_piMd6&xta z)uR8cpZ{C(`Ty{jy|fgSgx+6Di_1T8my!uZWr0OY_qaLa{473DHcVcAnZ?I&wsJa85Fm3LUicUL}x z?z8?C=K1=AYa6=%UYXCc_3R58!Aoz)`-SM|wDah4uzqkgcH=#eh!3pgO?lj63bJ(#=e zn28O={eMLs+>f>6piAmcpae&IK=}bjd_aT)NBaSeb2A|(k6x9tjOQ;b{-pZyo#gMQ ziCO=+^yC+pj(u0)WFKz9ZQS@1i~o~8{H8^ISJD4*jsx`tK7a_f2|nF--USc-mik-V zf|nJXU%2yn7Je>#3i;!)=#zTR{4M$8fxn!qqk|K2d%EzF7XLvFID0qsj^n%f!XE(I zmr|b9boxi_4@&tsav$t4{}b9*Qho_+iKRc(74qo!x0A+K?~lWu z4B8jk1Ika4&z|yw`@py#4SxZ+kF4Gg*7J)zd#=p96E&zmHzNNuH8}3qV?R=vjKD1YGSf51^68*2`jmSLk8NB!r?eR_53VuLu!E9GPJ zdjtK2|Ds@vKJ%pVFTuyu{m|^r=sx6+CqLKk7p?S@HO{CmB79);49$M8+ELVB()vhX zE@isf4!z!i!V?(QUm-8-LE!rK1pgHXSJJl=?Mt73gyTE-0oV68{dzp;(O&iQm0dJ{ zQ}lxqSNs<>;D4Gs;P6r${xTGLHNW7G@&S(i0$d4K?UD1A@uiCJUju(TO8O;){R4hV zdg}Tp_#qs)-o8@8)%)@&Z@s>RJ*3z(6-58i%a8G2pC80i%C9U3uJE%LION&3C11dd z_JhQDx}9((z9TR6ZS~qq+dPGT8HJynu05hWWqV4ue)Bk}PT8RQ{X~1_U3O-S4(=w} ztA4#i(O0Vf7yWt$$`|E5s>Ib68$P>GdbxOs^CvdUyWuS4)2|1>Uyeebmc#!H($lA} zZ=d?|R_Y7>qE!8fa!(pRt+3}X{=q*TaK#@K$`}3&bBcOPnjY+F=wEp}(aoPA2in`e z_s6iM##Y<^L;e^pe&>(jqBZ^)u&$1E7rC5+`i08=7!tal?J1wJ1r^kt&{v3>@=*msbVTX1myTei*X zbsfJF?uUodxTq zkVj76t3-*r?9irN?c-bDVh+S`VdAK2DZJG8Cs1DLDIDvzG8%X6%{wWO-XBE$oT@vm z@WV#+I7K&H4>a;0kM(1$H)-T|KE2_i6gMO!_lMpG#d*?1^LkV{d6|NKM&*b70Ia9| z+I?RCKjmn02<#K1-D}ok^DdilLP~vg(13#bqr`pk?IRwPs^#h=T~s*3k!v`>^_P7xLyLMrcPeYPpXWPX3os z&nq4;%Klf7`u-i(U(s*S&Sd(ab@SsSykCd>EBCpIi~et&{QlzocqRYp{LhFU?}wrP z>Cb~2(WCsKr}X^MUa*gY@{sAAS66>6WhQ?R=%-(@<&Ae?r8&~ImOt7*>@m>ip+DG% zLp{o$`PSGc63&yN{12>s*eu=Z;vDqJ(V#@X z)zY@UVJpAhyvh72!*d>Yj4Rkf^+#k+bcG3GJdjcUjxGO@oXgB#8{oKuJ)!W=wF`zt z-J8e>HPqim`#D7@p^5~d$7D3_%+eSs=%4fKRnKkg5ruy>`y<+?@-Ir?9SLgszwNZX zubA^pw~6&T9b#Q5JpH%xj?=oU=OK&HcZ{!unt^k8nFmtvgOkS_1Rr3XC?GWRYtsz7 z{+v)#ar%StQPci{VuwFxPV{~c^0}o?Sc5C8)cwE`L|>91^n{FB&U3occ?7ic1{Qw= z>UnCT_UF@b@tLq!+r|4M7W$x8oY)!GpAEeqfc~$%ACOznm!gD9BS959whwqL-KFzH z>FE16(m&SrzY^CAN5@567w-qmS|wk|sa=?ZjZyyH4E%AFrGzRFgr1bqm?t~pB<>Kj zcwpd6aUc8Z-)WDtW!*VNH^D9}j}I#J^XQzwLdc&K>=IjxKdI89{~F1Ulc^JpV_ zqxVOQ=)oWTGu*tcSgi}kcSCvue?*lip_&9yPBOY6v%DYZ^JZ?7T^7)fLF`r2;JyY$P&t_2g!5#J5_gXVtlz$caUX>v12pL_l;FZij z@7+=-ynbiXDEv^Hx}#DKR_P7%PjnLrPL-E!L;DTmgqo_+pXvlP?ax#p)k4;^ukwBr z$_4&NKySqVzdnzmtV5RK*7Cn)a39=A{;8MTQpe}H$exVs4-ydZ3y*@!r`w426@R5bi-!biR#w)B5h1b}1qVK>E)gJ|?@AU|3%FlEm zFhTMQ^z6~GOE80c|NOD*)cdFHKxR08xRUPj&uf)P5;> zaUWg357w9>G$E+v&vTxaiqZRvsMiUW_ZQW5Ol$cg|H}M9-G8u-UiC+z-v_XcUVZ;m zzy92u@{RTlJ3;;C%Ts}FVerrW^ ztqEd2WTrRs=R5B-TCy@i+=u%V=$FlusIH$FmEQonj?EqXqJ{m|>a5=%hxRn$#Llq) z@oXd4y3E|iFt2uh`K{dI1yuySGbQ9g5c3fkwVcQNbeM;)d2v(tgUrxl^x?46r9}A~ z$zP1lV?!_A>k@qQokwxO--tfW;5>RelG~M_rvDr`;U7xs@sl`DtDip`@uy_P`iFi$ z$69)fEBg6k2V&5XAl5@<)c@Nc+$Z>Te?0${{HQhpLel6;kJCj4YNa0WO z4@uqtT&niJ&P3Onpx`6>LrAmzIooph!72CV(W3v zXD#=2uDa({G{gEp+~kr&t~F{X+HY5)!}$DN|KIqu@Yxl2#rj)(n0z4fj(Q%l8_{ai9D_)7|GcrcnLS7`30w{e8YY&2>lgzY|aEWu0qpeg6re z`vfT0RNL}S4!B=}lemWZ!|46lo|I58f*Fu7o#)+|a!2;ET`vp$6GQ#q+WDW7Tu>m^ zC6xWu!W?Xj%FjrD7||)U1C6Z3+3rJci!6Sfk?=R)FY-jNdTFqr_;z ze<0C~BB<9t`NN;AI9&NM%S-f5bI*3|8#7AK4ZU7eTaB8TIMC?E^C{JncSo)FyV9!grtPS*vtAm3|0)A4*UIg1Xgy zC;6p#IK`&hQWi=9(CaUT1~vCy^`mNKj9O&K@jKGDvX z1royz9y@=}xp=UkA4cDY6V!}fx7`cfV~fcCN4elW1yzTY?N@!j_}9kopRd1;B)NYl zs9AqZyu3P$9jEii(4W709$Cz*bmsw#>d)vr@@SHK96`iFwTbbk=kwEqRAwl9+|EV)|t)AdMU|8{jP*|T0B)qWjAbYltX$4}*RfD_VH z&Mm3_kd5+B$(pj#ADm;wcWdcUf5}}xQ~1ON!miZ6CpMl0nLrTnWYqn_)@M?&6>ZXw zvp*@`FV3}Q(Zz%zl{iH=Z2w04pA#t|AA+#+Wz@2NrhE=^f?mdXu;leWlL_rAg{A#k zZ-0H`r@WtL{Ovu z?BDcxFDai@fADzU581RYi7G&@yCw!ugc_)9r}AY#a}^C(|+A=eT|cbkU#E<6n?|vkGmr$)NuSkJoJD4 z`rk^5u#O$4 zqT4_)CqWrFhx)!@0WF+zKbvz-%-@%{I?~u}X>$Ehs`Jjs4;79C}L1zq4iC z8R^b5gdb1QWc<8`UL5>)(x1NxqMT&Zvj11Nae{PvLa5lkyP13Ip+Z}Giu~^)y4?gd z{fGNLyeED3o4k72>PzDMK<01l$3(Ym$0@pD{t*v)757*0eGmOPKv2vx<@Mv%0dLum z9-SllOuxzODf~v^Ho4E*Hxcst)AzjuHT7@5X441B?P|poC;J}~>j%>&j=Fd3YF$pz z4dpj_4`?4Hw4b0xf5o&bjrS0OoN`e(?gLrNAMwzye{KKEWP)7T(v(=cYDP_tbPv*> zLj=LYrKaJHrAFO>i<{uC&ra(8Fz(w4z0$){}}x_ zP7w7hqkbJC-%3-n?|*NIe2nN3 z5A~0GG5CIt{sa@mI4z?=&#ub;Ja(LWbh5%S){nxMJ%8NbOJVn9)}Mc%JJF9>nSR3a zdEGgort|dY0zs6MjQRxbzsru({2y{*{%>vhflnIxqx9cw9N&$~&&YoGxj%%9R{2Bd z(kHQT4*S_WPCgg6vd1jG&s%;Fd-W84*m6H_CZAxrzuH3F$5-aRP3b!bQioJ*XuDBnC_rVjG{yqZUt5)c7-&uWc zS4rPSlt1bLdI|Tl6?)wNDyWmsPS7jq;l38`$Ex9|Z=|o+-@p+Ld2mh~;gAP7;sGLj zfphu7w$CPUPr0MD8sp2K9w=3=SnB59 z?;)c+p(jvZkWay5nU{GX-lIFE7t8eXdaRQpKFSB>g>#@u!`1e6Pwo$guMHRe5X|EW zA3a>~yJ1;J9L|v*&P5`HYIXM4VFT>GPs>U7}V<^s;yfG=(|Vd~Z%Z3XU4_bK6@KpFpBM0qRaUqsvwo=g4~ zP(R2I$`A5d^p@;@1Nq0fFodH%fFm9t!j=B5+LOxt=f->y`8)aTPzldsV z+<`A~Su~|VfhyeWUZDHaMjY!?4K3}nhNv&4JyaI{4Uiw?U%~a|4_xif`uV56KkE0_ z_3`!l2d~MW2mGVJzX$wbAV0uyzZm&}{7K7GudfoBvTs#Xln443=#hW@`GlnPpTP9_ zLw(|00C1)KIC9|Fx4&ZX58%yf$@LXAw-=w*+i~))!=w0EOZ#odqc_V6EO7*1ZyA4@ z@jOw*{CY%>;M`K5P5HaU`zrk1Wtg~sd}m~;5B`Z>q@Q!~6YX7(|Fsl&THck~3-VXh z;*Vu8#fQGb{oL>MH{?fqQS>9?%l=_>^BH}4DfQKm-?I3#XvlFtANz<%Uytke38ByQ z`*%slJG58mj|BPr_tBPVm|73|{jVR(4}FxD=XohN(2R|_(!Od6e-6t1{hA#2ofY{j z3w?=w7JdIfei06T2B;r>`6=|Oy_7V+sy_(S5Bi%P2VX#hW4yz6y}bJM_N4O3?Th@& zfPRvtyg7eE{zow1!}y4J=&uM*Zx%?5k2aR(Zr0}tKeax9TgDgJ{||8JYossMSuO3e zDo6bwze@fSn0`GoY5vsy4toym1@))Iw;_K%l|=nR4%A0d9QsN2_h9jFsP3of`EQcD zd(rGeIQm0K)az1bow`#0cj6A@A3(`pQLbNK%0S}>!i$qXCgdOW4P3uIgYt#^`t_3} z{<9M7zw?&>dZm8sImS1Xr_%l#34aV|58wy+fa~Y)iaxF+=n)V66#7a+-(miXc>4LQ zBCk5$>FWdXBuyXwVN`!v7+=~?AKGxz(;kAqe*UHJ|4RC5f7kQ>_x=vDw(pbbf1$qv zY@oGBF=I*FCF7SkcxGvl-m^!m!YT9)59Cij@OY3`nQ3C)I-ME-)&Hve9oL)!qzmN(yWU7eqD2-fBWL{xWf^%Iig`5q5^%eLx4#+@BS&v^7)r) z-eCnPqrV-^dcU39M8O~P@Uldw;UCoQ=6=cfQRBr267Guoq7(A|?qKKQE$Fd6fOS5s z>zR`~^!mP(Yw?NB=|*pJn$S1uTI^9`Gj?(XxJJwsW2V))*BVx}^+x(fNhFC&GcJY|$W z-uIEE9y>#)GS@48QrDs8XM+9)f1HCs zxno^O4v+ivXQb5n;Dgqm3OVly<_Q~F%R!DoXc|wwa?Ska{#C4Cg?lOIYk87#`b^077b`H@MDG>!vAgK z3*G@6Hn$M`(O;qW&<^E9VlJG2%Yx_gW&f-`CC)3{*)(wK&B@lkKkjzoX#WSdByrv# z^TTha?+&QPA*50HUop5Zlb;g8ITKC!nHJf`Nnam-*)`ZPO1xipuX$e26^+#Q*Nph* zKe=xHyRFgUyug*Q13YY;N?9#G@(KN+?|+3TLJ@-KCo*c^Z*rXEdHUA6ho_>LJB1(F zka9=#gx;J`lRf<@Oc4E0M&pkD@q+cG_a`yFynZ&-Ypj!c-@_>X!SsFz+I35MKZMvB z>W_x>em3-%;;*L|2YpfcQ;Z<`gN&ZuG}})qB4u-*B;OZpN#XuB4-fn8?!gH)WXa}&z61$UlAxyl_@93jC(Wbx zi_lI}9{IW{OR=Vc-l+U3SrhCGWxiEh&^u5BjE|b~Gfjw@#!5I`$nD`3E#5DgoOa;s zfW!3#y|w%?&SRcOY)z%rYA6U%VfV`6~Du z$^WzShM+G;f65co^uGno+rN`;-8tK$!rTaPUbS;F@B8As6zr;BJuij+qs*TRa>(yU ze<~8xlz+^8wf~ID4}6gRW%D|B?oJ%vE770I1U39k zbq2j&i2r|c-#eL0~fOap7u2Tl9+Yu56qv}VA`o#o5l z751l%bJf(to>mg{M&%DaKeK;oQG_}KF`tl8JEyd7Sn2&P(Z0n(#rWB2xA*u78!HI= zqc+hw5rm$RQOkLM_!~jKe%0Ry+NCo7mf*zBQ2*flQ;grrdHobt(}NG_v0j4jjQ-Ro zh;dp*ZTs9vl;ZoBaQ)&O$$qEsSF73#n%T#L6KcYrdh|g<&u6dxD0v)t7Pfrf4blIG z6$|sYHpKe=_ix`%E=K-#(0=s(b{de}%?WDkH}}RDBiP0q8?(1N7r};7_-2Qc9o9st z?^idZ?@b75>>s~X2j5Ava>NF?g@-bb3lk5`ql9p9A{^erf% z)&w!1GNUDGKa-B!PBUon;ApXa5R$i9G27E>{lPA5MfA1=W#F{!Ly$CRdSI#}!_JHO zOZ=ks@s%3XofRoj+f#d0X1DwX=7} zYf-ESg_js4J8XH})N1}yH^0gThODl3*oUA-e|kB!`^4Pb(lp*V@Necr;Q_z7@3QHw>d#K}-JM`Mf--O%;rO2Ub~shZ zzVd!HfxgekGi`kO0xErH`reJ8rvEzTNc~3QFUG$*oO=r!M&Ww`v(>Oz0I z5=1+b(U|eOVkO^&=~E6IcS+1&@~$dTE=3vZ+wUT}Z-nu`7Tq@jf1~nO;+=MaURi88 z4^f_jzB~QtK@jm|l<#|&DB2(LdFy&a>CzKBbBdnq_NTWWtdrklLOqu;C-AJ3;NO!3 z=|xae|L#L}C9u!ruN3Q-%gJAql~V5rmvF>M(uNJ?S*vcY*$I z7!^F`Rq1A&qMJPF59}jN{RKt-9?zVv)vV-QD@>f1z2~>M$+J&2h5g;1=m#M|6~6%zStNqyf?dfgRIid}qKLZJB`oDXsYkMWw@92N9-$8Fwe*ew-W&#SiiTH9`Qi` zYyJP{_idn;M-n4V{|oZC@_{|fKI&pi&+Ee9^zM9Lcf@zDA==Myq8mX_GyeKj9`%k* zrSsa@C(xhQHmZN*KMVcAc@KOyqF+V*2j!=K|Imp3$M?0ea_}ETe|*rfBkCf<*}?bW)a)7aLc z{Jn{83_(r%T@XF^Jv+TzxvyW4!gE^g>s!BmPh_Ti^hY^A#5ukjmESFc`|f{GLgNT( z^1tBfjR&lA%BEef%nTRy`~2;rQ_Rj)!)pG}AJD7%_v^+JU)VQ_M-h8mERD$uLQZKrKuWtY6S z5B>h1b@b}~rT)C+3=-rP1X7{JU&EClF4fkSiDrM$gvW8;&X^+yr-=OfQv5#&YRb=k zujx6fA68>>Z%o2X1|zP@f~x9Qre#U~UA+{s#7M3KIL5>FIm8W&cv$|C>wS=Mh9ZGov^A#0vWz z_6yGGQFO!cAMsMsA7%a7mgBp%?Fa2wzkY2*Z?ylgkOWym5PW3RdvpF6cB^W>=EVkv z3j5DKf2NB$2dek277^WIf*Sqfl{ei}W<&nI@g47vWBzU=KP78Iz2ICqz8lg1H|w{d z;{3#~_5W{ysDJ(X!E(yTDuUYadti-s(mLIJ_eHwf+SFTYXwgC6ZlZ-2us@}r0-CmFT)n=3f8Yo_AO?+W|Vq11zW(^J+J`fm-tj$02^=tOK zI)6!S|A(Au=#PH=YXg1XNKm6cool@flY+=!0{ZU?@|S>gjq-2wUV;%l_=t9`^VhVA zBHSQ|b|#}C?E^nD_j2W%ulN|vpx>J{$yIXmlL4asHxu1Sf|~WSppE}LV}UbE54bA7 z_k?ls_}(fRT*K7&7Pb)GL4s=gGsP7B94>hboV+{ia5TgGcv@hZ9Vy53<`mtumHzk> z)Y!lL(C8PeSi7|Y>uiq@>+cWhrtSZEhPr;gjp()$)XM)Z<2woO4M46kDH`;6IkOR` z=vI$kC|CXZ<%qTBgBy;td+Z=^+iQy1HD zEll_eP0STvzRtNKqW-LHKWP6rhfM6O&OhuwegEA}3GE@M=|6)8J-xxa-%ZT%y24?x z{&HEW8u#Uz_2+LOXGZ#idlvX^l>Z-(f9m{oFC}zBG z{2|KsQG!BG$?Mm>B5p|Yf>KSJmO5OVzb#lR%}bjB9XLfd{Y`%Y2%=ofXxVyGr9^t~ zD?f#QOy+xEL}tSLRk@#2p5yyr`g4S!rvLgB$^1czq4_V?U$)Ww7xYH$@4wOieol}- zz;ZvN3aL0x(NRD!~5CB%&`v8AQZAIIo>5JA+ljPjgs z-Y{>E-$ITxi)PTDxqa)W|LdvhZ}~XU(L_P`)sR2?IZb-Y9@6>;vJMA z)IR}_%e-)D9xl!wxelIIe&mv(R?|1H;ge!*FV){q9kahGkJ?t#D{?**=VuiCmo1s} z&jO*pl<`Atf2R}%reK1a{jX9WJ7`Yf53DrpA7EVA7O?wZg>mZq{Q}WlCaCE@w$m@) zm5#T+*(d$=2(f;5bY;d&`LoyI6y0=@{#+uM4FU4{oBOR-QqxlpuFcGOU97*C-*JB8 z>iTN`H!43Qhx{jZ{KxtS#-Fd2_nz`{qO-I}SER<^ONnufj)Nf78z&LrIXE z1kq1rv}s+}2Z~zuNm~c@pZ-3xk^GdbnE(Eo{xiwGH

eh#DW2?R0D$f#Gh>bsch z$}oq>&yfuFMczk$1e}f?$tk+&HvM@|5PW3R^4{9+OJ`oY1m0k76n^u8M9_|)3@qn2Zs+sg65tRf z{3SkodeUukFV$aj1jTDFVf1#I@{oe{4^hWaQ#~;1FXd`-sPk6l`t;vzE*A@5k zV*R0Tfd;E=8@h@5dq#9`zNcUCc-tH1?vd>en`;50|L*mh{`ZH!I|%ycME8PVc7ig9 zTYoB1a=z8N*yhL`%$~mgwL5M5nTK6Dp@#KmH2-)>3B4i+J3&S*_M`iuapNNW77P3H zVBL?mfBUSymtX+>gN>(?1r{wrJm7 zi9T_^?%IYs@3g2EaOJi->tR$p}!TsN7XpwGNQ-*HPoN}{G}1S!YB0S;|~dvktU?j z6Y^) zRX$f~mu`4HQU583E+xSnB4Lxybfg*82-qlJghu9Vzwi zz`-UJKK?&Fe_%s$XCSDzzjD$23zVyJ|E#2_|KErX_medCzbS8z7#2wPf6;%G`@hLu ze^>8c>F2LT`Tz0ybqY~`M)asB)W3fHJ`?31{vq;!z@*&&n$z~{>Yi_Iu)6g9#NyzJ zwTr0pm&`<;8|A3dTkbFI%uprhZIO%Oz0dY177YzquD;iih3Ik-)Xd*3?=6^KWU6p0 z<4$3J4VI5zjLojjKWvFEJ3&={@GdFuon}FQ72kFHT(G!*Rp#24-t4#19AaiAx@-hB z`XeZ0$Z7U?eb(+zpWG7fU97!-Zha}hv&Z^lQ&YFzZy5(??THORYd*eAv(M#20dX;zjwdq;{Gtc?>67R{@@_!t&`th z%%Al8&(_hKg#Dn`ANfgsyr-tIpPlQ{n?uW(W0Z3K80DYb^T*(Wey#UEU{wBX>Af@1EAO4D>;Fqj69>;Jp5;nS zvN$4g^sMYzMfN)M6Nj@IwLDkK@0S-zF`Iig7?Y{^idlTe@Qt0u2TtbBvOmCrttapS zf4KQPsxp@Mmn(kmIy>=O|D3kqT zwdGCB{t{(>q3{>^&{7_a$zL4&;d0@x?bvj=0PArISN#V<9!0(q|Anu}|2Fcg*;a)w$mGt4S80DW<#K%6k?f#yg$Bqx<<>h6C>61G1s3BuM+|T1B+OM)+ z)rIFbXHfX#wc|m($~Uv{{|Wi^<&FM#)#5L(rRbl>$^SIw z1@K=9{Ne8P*PuiXm zSaS<~EiMl)kE+_h|F50!e~J9Se=g|J-hm^(;FGld+KBQ*e6%-x{`I(`kE;lO%kbZb z{ORwzDCxuhC;YntPs`JU-tJS{x3B2GSuEpUGvN?6o5SC7YjcIketj^$S^SI2;~)5=|D$}A{-~~lqP?JfpuZ-??Z4A+ zXnz*{EbB9r7jV$y+%v*ap8EVlKF}%teN}(22v6F6Rs8`vgrj{5+;ac5pwOSF4<*0$ zVthtAfCxu<;=3Y`gJ?gH5BbykJ1XJ$G}LKZ7w%%Iug=`o(!M)!SHfc~`ntXFKYww4 z+`Bdps&Lplu&)&VyY1!oZCY<+HX_RZ?K0D4jl9- zKZK)v^yksyX2}k;GdXiVa|0e;Q~19{eEs<^CBJI_)u#{p7;>zsIbd3bja=wc*l+N! zuISs+A{_k*`Bl=lvRnjlPk*>b}ArJD4`qIZoIOIinAYM}WRR6i?f3PnQUy)B= zewjJKchGp=+0s7-aK+zmJ)T7tpkr(=-ktoR*ChYz81F6qr1P|)_!WiyrS#w8RKHEh zKDOi4WO}o|eMNp%pFlqN<469?!?D?)HTs)U9=Sw&KzSm)q`0c@_4~1iuhdUjA&-*2 zYCkKuT%UBFyrqU&@{9QeaD~5Gze@fb zi9h@&!ydL1>7qTNeo=nFliEjVc}2^7w*xm9x7nX~68(F(mf&ZhmvNLI(u2H~IlJb4 z2kfID{Acy!Do;mmJB7bP6? zU5v-DkLCF${lG72df(4)##`o-&b)xRg5~i$>3bRW9PxHnVkw3HtJ&yDM5w4WCx_+kThxP|L(67=dfD*$%6HMMPHH8>u@epMoLKn1Kksftuh|a_+0^49 ztMzW@vGjk){zz#-b7u9tE~Cy9 zGk#<#eRAdPV-w0+Q+T1Gmsds&>?QJ_p1$L}y{7(rKE8^OJf4Pn4jXWtHK%wX*&9?0 zKdHVSiv1Uy!-E`hbiOtFbICP^m)+R>s<;pFtg=JRh$ilwk~7Tzg6ZW_v|qcCWg~+4 zp_#@_yx-7j`U}&in|3S+WsXFDXHT;OqY8Eq^qJ{9?mKACBLuANe@cp_{V3G0vL97a z&}-MW&Hwf9|5EbeJSg-azFSL=cCP4G)jlwy_wMiW?P;z%4E^ln(|TFw+UFGVqg=5M zs>#34myk6q{rDrnO@dW_#IyF6{NrAY-hv+cPtY6Kx0mzhf4NAalzK_IqZc2Y7Wl{yZY~KcV+D?RUZ5_GcvTirHr`tbB+SrviU_+Ih~cbn1RA z`a9^54>>xo9Fr&|uFl-MLGQidJloudtICG|;VklRBtOnGqW>n>AFNO6G;J@NRxx{$ z|K{cm?LxAt=gExtw>I!cg!;yQBiez?&f*U>Ch_K}y#aTGKiQXau3i~!qn?M$M{?yS zi1f_#^+FSwe^WQsC*yYE&!kEH)@)}P^*)Y~{FJQlJ1o)qExs3^KLznYg}#d>#ESP@ z(SKY+clIpOU$tk9`2RQO>D2S!dV9&9z@93YiBKITj9?La{a15 zqpXxZ);9<>9RJ|Y2=%8w4^fH|DoqgMn2cKbZ{vhkb8FmJ&vS1YeY9`!yTv#~H{_3a z&|jE;;k!}!KhyaG(%+{kO9@pbsA>N}(Qh6}zBOi#yZS6d+$UHWx;w6IwGJHo%h4Z< z@6hM+XFHGIVwm6aqHX!LJ;I;m`J8*Mw#lQOr!PEVw-H#&>J!QU3b=hkj9s5`;dMQOkXdru6#X)YwMQ}b_f^mXWw5}a{IeObvQ*g?0-0q z2>EO4{8`qdgq#TK>%Um=*=FTdtNvWF-|N=#MQZgtXDyLjPFYhsF8^_%r&`nIOhV8FimE?GtO7 zaYL$t*H5zgq*yk2d9)6iIac&PPIT=FVm>CLmh*&5jvX#OxqT3;P4s(B9k26CV+4IY zqH9c0V}JSApPeZAdFSG#vYuhjC_KCT{QI7{!#Sa*`t+v}LB0JqsQ8FY3$Ll~8NHs; ztsz0R$MAwiY#z`5qect1-N#eIem(HZVU+%C!~x?%nOH};pmxX++p z&$3Scs^?jibx3<5e-p|`OM;sDkL|d#A0)>No6-a}KgJ>{JTx@L=1TpB3Hqk=y#+zd z{MqrE-y4>L=5H8(HbvcEdBb1zr{9d|Fh7T$kU#S-ou4sBw+RJ76&8|{- z%&|%~JNtWy{?nSiyAag3|2d7DP3d&>_dWo`Qc{5~LkL zjsA}@`y+2o_9NP*Vn0?9^hW$~9|(GJlv$%Q;*Sy!%mm7n!l2* z&_L94_K#WDeLde%(05QGm^u>F^dGNX=if2=&V3s<*ttTi-<@gwWpkrX$$w7;dOC-W zzZ>!G^gVya`gz|o`=f09Efyr~hr=Cq70Q3Y`ttv`?T5rNLH}U?7vHp z@Ho3f>u1o5J-_an^m>naAHk^p^U{4X)QkQ;nGwAr*7cu`|J_OMl>{~Ro9&Y6%UOx5 znFe;*Dc|Q$p+v~=Pj$N)r@c8vH}#-D(+O(UU;VpoiDIo=R}2il7S5(n_-A?iY&mw2 z&>!yfeJDZn6B%`$GyI8^Ki{ChY7-+F?2AEls#Z$fzBi}nrk?a?5JA}aGHSVx>qqaw z!LDtldk?M`(e)>&>Hm&-m%n3n@#iCRWjQbI6TKU}A#&zAb^g?w=sXCbo@CU&(9t{0 zEr(a;zN?Q3e-ML8j=6p!w7$r{b@iu?KbCVj^0_)qKvfWDazn2<;O0iLB+1cuD2A=lE_UzY;Ixr}v=-Q$j-s=0d{qdvb@G zTw&LLa-Rj!jQIaI_NTi3r=Nd#ksy-@Vjo6EL)`W~VJR26c6fX~THHtaD`$D%>S5}A z>|sRbO%U}YqYJz`hqEF%$M(+fDO$YeI;zllx91&PIYl=Or#~YIYSzE}cm4B0Iz;~T zVb?4E^lJ-xqw)hE^dDvYAg!PuNfCZ0m=gr@{5xIg50V4fujtpuEcR;+L2tz0X#5*R z{6-T59~tds*L#C>yYqpCr~9k#S-x44VWGo}s#f!NOtm9>*{+v`KjV8{f{(uQC~h^q zB36*NPl@w5%6F4#4E-5LP@{ii^1Zk(dAP*03$c;nJsC$A@7~?hwBVp0OMm_#hZ|K_6X^Ryf*2=d)Uy85l-^@OzbI(-hcH*YPixfv@SYaz=bCjKHfGJnIk7Xe|F;<2 zhcn`D;p3Cy7|IXlKfr%7{h3Bk)Bb~sY>H)GH2*^VpS->Jm}3fc{tvrmD$%2!Wz^!& z)t~$!LN8si_(Lq0?C}rnTG1aRII%My2@aOyPRNi9|k5v0_4#l5Okj!igW?p}{Cx6meD7<0OC21bERo7qV()W1;HSO2F zf!{sJ?qB+2p=8DWz5ZO2QTr)!y>N6~#C2i+&01BpWwF|YInp(vSK|HLAICyUXc0mE z`fp3}M}~R9RPu+9ayH_R^%vB?e*MLWUJ)z!r|bVqNbaQsp{HcjYulRFQcRnpZA7*>VzO1woDd=^uRXDT^cf3HkD-_lT@5f8-PO zr}V#U9N&$~-^l)7MG0*ssL@}hvNd0^ZBtH~2HXo4@3~bPp6%_4%zcFZUQKlC2x{{0 zcgF9d6fnr=_j^x|u>KUDYGTBgpyNF_p{6zTXDvaLlZ?jB`Qwyy=~bN(bMmYEm$~BB zXKWW!fKznC`bRvpU%mb|DnI!11ijuL(|TgyM^K}GcQAMZkWxXjpjZfBQ zM`OB)@-yPEkogBlM<`yKW(@~_{2{*(A_A_zV*YT17-M)o_}#c{IVliU7bKjHi^u`_L^KU)ZD@}GFD zK)AGx{PAF1)%)YIuKd;cTXOp!{DGkS^!jrf$-S2#ts z7TunHOtoLP6P-UnP5ZN1mi{`cG-&v)xaR769OKVD2>-L2YJdJkbh`**pHoI-@|1ha zTe$CqYgI%hhf9xi? z_Yj1gDWh>~Y+p*s=OE#aN;$t#m{WAC^$+;#?I&yHhg^#OvP&lapg^oE;JzK?-$#G; z6V&(L<8*!ldRftb*8B5Ql2!fDC0G9{^g&|%M}Pj{Ajus?Py;-VK9SFFzWL4LQ-v_G z|8~V;ONHlQV>sd+qCZCoYWkm}XNpAWc6a+4rdAQmgTni?ICwSZJ`YalcmBLlPUi6J z8>3hp?O(utNdHUw7wUTu`u)qpB*+nhXlF8NnSXiye{TN;lH6egp=V^&;?L!)dt&T{ zVs}^<3Lkm1fNOBh-eUYbM&GX!#5g0P_AkH0veWn5JTJZ}f;FM=70(7ZFCDCozsKo2 zb##+Pe>r~~k|?d}6J4NQk5KWR@{5XrtNQd%$6ssvFX~0#{)34BWrBz&qZWUJgBtej zvDZP?;}m}IZMRaLR;vCKPtf;Zf|~Yg@}JX+Ic|-uJ?QgA=0M@S>SY@Gda*kHJW1cr z5Y*UzF|(?~v4DxEM_=20oMBz$QPe|+)K%5@=uQ#cX@Z*av%Cipa_)73r9=FLKhr%4 z-{{-~h;l=qy9SWOQ;kjtCyq2c>k`g4vT_{b=);&6jGl0R(p>uAe+ znx#bhGpc_#1Ai(;^pF$dpZ@&8d5Um}pl1Ec_P*^4=3laAx?;nk#Qy)F`L{v`Tr4Bx zzd&>s31%ZG1FxmKwo655{VY9wSKf2Ce*eyQVWq-Psz;0U&)XRm|2?H+0S-3S<^Ph{ zztfN3*3ql}g!JR@6%yncLD(rWYS};Y%+sO#KP{ug{&S1-^`CCZ=_tzYD$#`y)Btzi z<*%h2^S1r@@$Mb*o=M9B&ZSe$P|M#s`TYYSS8~@MmXSX@v>*NXG3)sMy!>uZhHnwn ztRH)wZS|UE^HcnZ;rn`vKQZ+^(NLnhNf7H)GU`)q@M}`b0pdMo{r>a6mET(W%p~6u z-FwhR^b2VJ59N>jKT1yc^Nyqs`4AwFU-dgaVXpmaj`OW>UaX%j^VzT`;SY8F`3}Xu zOHiY~oi{f=E!l-M{Nk1`K%5^am1@tI`?VPdn{fIQK@jsS8Fjx9cAH`S2jfa|&yQmM z485wKKO2=FkpYY=%eY+V}hFUi#zt_o#cM% z!_^muZ?G{GUMubL`9WWXa6(Nn^yd*l$SI?i^M8MN^my^7{2mqT_fkP^Y#%(WCiKre zqPtH}WB>4+KC#lty0a%fY<*jtze~TVexu8s%X5luIQ}9Y%3rZx)cf8KD8fU6n)Vm- z=dEW_Lwe5v<7b6``JRJbe;d^w+SC+#2}8KMt_C0oppxIT9n84 zSo&+?J=Ut3=a!plub%&iCAy~sF;6g~(~do2O~blo3s|^U+`lOi_l_^anP^y{ZDh~I01 zn)35&+xeD+`%@^FRX4l~yLD6FlYL2auLwd;dHC3tJ@aj`eu(;4`fqaW4|V+eRs93~ zpWO8$%9aWG2Yw;&{SEzrKVSX)>A--KJIj~9EB5~_{r}I7qW#1Z{THNzglYaUoc50^ z(DzuURTt7WRQ;j8rSG2z+NkskA~wkH(4MSyxRm@J6WZU#OJ7Hg8>-G9-ckII1U350 zv(M2uHfMG5`Obmi;yu}@_qRIMvu`Zqe@}D?1kp}p)N9nW1gU$YTM4TQ-w^jdQh({T zD2q)4PSKOC|MdFj10|G5P-B1loSGNUimkmp?dZ!(;{4OT_0F-Mqtx-+sQ>u8jcD1k z`w^l42agN9Z|CV`wfqyv{zm(`^Go*kGhu(~*Ps5Oe19gWslNqp?>>|c3|##&uj_3w z|M1<_rtYY9j#kT${R_zdMfV<$QTdTr^5fFV5B?DG{VVbg6wa|@1(oGVWNdl_~q8!_GNWv$uZ zX63J?Mf*464>_U#^!mey-e~_^@6TH^e+*ggdQS>ot;i4iF$>8Lxs3S#H|MX^^+)~q z|8sw)X{_>R>gIW@@gMVN^YpTV6PqP7d7qwFAC4LC%QKoCo{XHxi$@04DZ6tL_m&IZ zsqIL-gw${haNKt8Z}hGxH4?Z|`8{>oej@MV_y zMqPf=JZ|slmehZXT!?X&_t~9z5QQuKvj&efJK$;Gjl;j(Y_tC*+5e;x9?Ni#P4N#@ zQTWe7|5nN=7e_q-M>xLYJev}pz~B$XBCl*`!2glOzmV*YGHHC(ABe?YVm)V(zq1zq zu5E;W8qE74|6xmhTZ#OD|4KjEW7Mb?!XM}g!V#{&KaBh!9O(ns-`7RH_4ja<_-c9K zp56hsJjb)9aUp+ax%fOweYO_<&-C|EQD5M%zb~rDr}~G1{3sukFXY5{g>d+#KFNgw{avT?n?B|VP(Lk`>{LwfkG$ZNxaFP~lhNbCS_Zf=f&37n4~Bzv4q=gr;C z6UjzSJcoRr>UA{TCy~ns^1`1R_KQ%TO8TmQGKGIZ!4G^DdF{FL{m0>FJ9?4-Jx31z zZ^#eM10sF>{Tw~Nq8HUHf6fn4!z!3 z$;aL1{Jh2AVngzu*MRb0Rp>kLSMrxu7moI#wx`9G@vw@JN0G0Hz|r23F5)ZsgFkE4 zKQrQ?ypSHgBR$lIg6CBH|H}6akbm@drF>L*5g+Lxep3Aif8b>~;wk0vy}xID{V2Et zhkrTvKRiO?AKG`){HGLrAP>SJzv6F{3H=X!2>GCo5g$0hmGt!f>rkK2Z@|^{A|<_8 zrua{-DfB<;2kArKqkNU}fO{Fehq{r?!(`y;gF7_Y!zDX)|qxFV08!1d<|lyLZWQ|&v@145n_ z)xEN0Sm4IL$_g@e{|KI${1?|Y>rcO~9OIc1KP~k~b-aXp2-laFf~)OsC;5+`OZKp0 zZ`D`wBl~+)(yOHSOBeQ$+CCJ2q~%4p5}*8u%JwVDyQ{@MXerwFVzWWju8F{v_HM86 zl?w&?k|;mS(|{}a)7O{17;lgs;{O=875vcOP=2xqmY+gzC;UevKadCUpbrp^^4F(_ z@>IfeasBwLkFVcfQRIO>f&b~u!oQ>vp2*;D9XR+U#nW=g4|#!OUjXtb;R(#Q|B*?5 ztZ2e-m<_<({Wxm8x$jZ zaL{92S4lq`=_4+}p-&MG|JA_t@l=|*rUi7 z_`x5yzI`j{#WMKs2OY`-;V3`gN#9>Udsh21>i^&S!*nZBW!V2hf0)&%BwM7Iv81i# zS(z*?(tGx3aoE#6=|eLu4o_R+S=5)b(t2pWr`&?K@#=4yx9+W4|C+R?yWnWWejbPu1(bB6s z9<@F;N6=%PA9R}aL_6Egp;FfsK5iAas_Vfs8^zbYoU@UjM?L_5=1&moX_)6ieysCh zy;HLuYkGMgp5^d;eQleMx}Mp*P+)N41=Sx6(#3uqa5;VZI?YLvFwy z%kMAVXM$f~$PYR|J$+lc&x3N-pQi;Kpq^gg6DrP=pudBEdiui%YRWGrU+*_;dYfyZ zng57juPDQHcf80NKXA5KkH!8=vG3_kSI$JTDyIuJc+u(>TSD|_S3Vs(EoO$G&q#Dd z32MsU-=o|=?EbiO8!uf5WsQjbNSmHE|HIvThgFdTd&5W9Ma<|bYZenGRLlwOCYVuC zF{7elPMEV|&MxMxn8O-a!-~o}m@#8QK?Ka0F@TugIcMtEGtTNa2lqbDeeTB})T!yN z?&|99>R8n^`cD@0I490Z^k|1N>iebcduh)hspFhR*O)8Or%fnXVrkXMoT6KO9)fiB z^2#8I|4m{ZEZ4}IT9GThhjibxysvZU${2>J%) z)098Ha*u^9VfOFgQvNG!0_C%C?aZ+wG7b>!2jvFTm!B6dH|(Fcf#QAm7WR#*H7VVb zQ*wswXY8DqsVCn?34d-W#lGa+7SLGGqrK#z1Oa8#Voxx3YjYo0w;1L_;hEBmebckP z>W>9{1M2xtYdgHyuwP<@KaYQ&R0z%M)rn5~)dfB7?>G>D z&{HxRK5;=3v+J?<)br+>nJ0x0j7kcu6s+3Qswuuiv34>G}wb+oYdQcKyH9~`6+Du_&zu20Dna9Lgkw! zuj8KHRO_!WeJ?@~{YggsbLD&@1(7`^>hD7DP`e%Zt8$8N*nVM;gz_u)NLj3=SMmu9 zMZM_9Z}3zRH;w!(!j zqW?S6_gVzC`uEMvB$jvG%=LrgqFECPPnTiv{4#x1`V#crnIQC#j3zdo{D8Gxc)5pd zy_@1b_J|>Y!=l^ya*A#$Nk7UE)YPA8llN<>+|ZaE3AJOzeYjk+c5Pi-R@L97h^{n2 zP5JH8xF<_~WDkXM{o1Wr@-fdMoT3}n|NqQ+WU%ljhx0My??gY!6V&LBpc&mSveq>J z!T7PIYn8~`m1~IlD@%0c2x|0*#U3}NcFe7;IZlfEtYf;o9-f$6y-$O72dHmCZrvIC2l?A_LQNIvM-_sa@z;NSjT9EJ>2Tc1-2aICD7%x+oNl_Pp^!h) zt^9BLu*6nxnOD3+g)yCj#eMjELti)O=vQCRL+*fj`TOhqp}$F`KlF-Z4-WaK)*s_V zvIhdazW%CFxvT%X{DCdjy_PZ;T3ouBO)SGWnX&1a?qfF9;}qSn{U9FlSJv0L1$_;Q zP?Mmh{v0yZe9H=Edig!KoD@NEuEA!{Hf*#{qZ6%@!a*|QY{Mqt3AY*OlFPt~hblPh9Vf@g~-@!NF_xV@v z!(o4f*tIVIfONGnek%2+?yqu62=kk~NLaqm_p#1L^NdIcVo!hSe zqS^zY-T=Q}e_^3m-zxj--kh>C)uSKv31Xfiqv4Hx?n*(;YC4;IuZsJ`E&o^isjK4; z&QHL9L;BH(pr-%xnWZ1G^JEW<@303>ZU4bOi~fEHXk zx&htdrL1HR3;q>**y0@Y$QMwbKkSi_|Ih88sP-uO`3vTii-;lp`tAPuD$|2DMX@Ht zz=`-=8(*ZGDf*8W(X}F|DSue8VjrYQFSd=%-#C&bQiV0LmmicEI)zhoQ*-*^O%Urz z8MWw7lppd_%I_rdZ$We|2_l}1`Um*jVOam5{ySUz8UD^Gx}p9-Jjh>P|EM=Wef=r) z;ldtPuRlQt_xG6w6^r413~C%8I4~YpCt7wJK$`^iIEI?D$l)E zbwV4q;S}A}j()T!sL{VZz4Am$Jq|s&v2@Q>W<%kFi{0?MJfI{e)Uf_8l069KA9{Nb z$Q|%U@&~h(uwN~kMA&H9Z$EBBTydXUfQ zk0!?$<~h?c*V;X#wrY>+OLScbVn0wu14GUwOUmafE|{m+?yw_sTzC^s(GBYl@gRTw z{0rp<)R!OhSf4$%+*k4x`FEoTegrl8%d6|s>(Y9<51f(0mHWV@1wHZw)aMU>mS`70 z=g;z{@MoYOKanq>KL49E|404n=l?yaT%-S8e!G$LKCs*u?tSc6;{bD^{=cbXV8F@( zBZdCxMRdamqMl^bvVUf~$alqb*L|!i(HFI^xVi0I^*yiNL^pt-rvFFSPJAzIz0|*a znQOt!p6J_~FC?EF$|<_35B=y%P&5B28Imhe+C%e)Y!p6vXy)E-W1TsnR<}RsAHDqh zQ9}I*YQ~>WS3h5tLM~PaarzV|=3lQTzFHGm)G^ihqy40I{tkOUjDN5PMEM8OkHG}d z&SlhM&lZq%sfk|f35~w^JhOYMAW}O(G4P~(H{Xrx_w~WX?%`rzsz74DLiy? zhh6!S`wM!sTR?sLB{I`V`VoHeY~tLIejMLH2dJkv@@GGU5*kX-9tq3im(TSSmPr1P zuue7Qd6FwjX7xQK-^>%*?{`F~&kr4jUFDBZCHHTt8v zU(ZOkfcycV|36F&Z`{GQh@c1GfO`J_XUZQg_8;~7XFTyepP**^3T!z0En61qc;~@| zSOz`+pyB;xtBb1VFB6Dv9zo6c9dOw8Ju~@r+puMH9P_2{qK^B^gqBs`BMhML6A403 z$!OTJGbxhy@CqMSe~e?8Cr;>Hu0~-OUrx~t+YjPlTu{dUB7%MrMVLuYzyES5`=@bl zw#PB7Q@nG#6)fP`N$8)+L^q9~Mt(ude|yYEcY3wG;=))l|H{~8;gW#K>iT~Q(M=_& zk)Q9SI(~E1?r(3hIrtVUN9pIivgJwV(%zgnxD^Zw?ACT=sCm!Lw9*?Ai2v4nb9a1|)XN zd|a{_`?ht~jaOJ!3P0}E+oM)ec}}Qd`MoHA$S<|}L&@ig3+VOhcgPJ;FF%}rpkM0u z&;Fo-1QOJb|H|k0;ypXuv!dvR zF!>XO{FL{ktgk=hkM^gm-_`r6;2ZEq{Gil6P(XAqgab8A! z{d{D5Xu3au@7|XC1F3(H2kjU44k7-7#l zDPt-r|1>^fh`mu$eru{`U-||4p>lAc0;AWh754mjU zh^z0q)Zw7tL_anYgq&nFFk);H3nhPA$Ukah-znE86%q3nlpFB-%ZC#^0^P z_n!o{6W`JY3-<4J7S$h6ZM%I|rWrtrQ=r>hsVYb@$7n7;o-P@{js zwl=;Y`BaaoRlV;?;ZNfFP{)}i($?n`-H?C8!?>c@qgEI6dnm$Qf})siB2yoRxvA|B?FR7s?I%d+PuzzGU;F6CeuA3v+wFe&g0-gm514=8{)4si zXZXX$_>tQ4e}%0dpFbQRzC#FV^lwCi;(l{8?Oz za_BW#f91oD93lpD+7Kymo!Ous1=z3wCTe z(5iAr5q>%LWvNpxKHS}0-daP2{gi%Q4}SIcU8h^@YufNc*XK*8aTQ;v6RkZ_mG7I2IL*CVF&@-=< zpucai&#fx#bu9K@mAi}ZjiGV|hr0?K;~M7YihT9<8up_8a1RmlN%#ioB4xn10i39z8>MKKML@R^z`|`A3{fq zeI5J<r88ittYtn)dM7)=Jcu{yqlmd(l21AK+*|;1Bhwgxd&xBf{wi!oO`Vu!n_x zl8vy>0)6=xAELVEn#4=U?XmokzI>fUe@x)#&Guiu=s&RkbQJZE{E!ZCy*v@F$j5-;;K={` z?H&2c<&}qzrQL>z^t>$Rul+^))t{%Je?k7EslL$u-4pzy7gdG)RsRJ_d>gX=^$_;e z!$|)lTwg!>{rqpkk$!IC_uuUu@__uuG?(b;Ns4tXDKR#f*MEJM;Cxt2DPD1}99w5S>S^SMO zSNxI4_Scx7hm(CN+LPIQyW~F@Pi$$taTomw=|UdLc;qg|8__=~BKA=bAMF+CSfFN~ zLoW{{epS(bk-olukRHM(SnA)I{K-H*2@LW>e8^YNAMDYU{O$R-IP|}|K2_=y{yyYz z`cvp_$iGZ|p+COO&xSWA{~zElocw=49;h#*i}4!an6Drl`Uc_1?^|3QZ}stkBRxRS z|95-ZTH7j(_&;b*Tb(4Kv!`wHOB%gFt^Dab7PU6YvIgtQYm}U3KPISC`DB*yZT87$ zWP92=w4e-;-TNK8yh5z!vClV-=r!xXfSjA|Gq(@@F3))v$0BJ%)}h3v$acv~1wDN> z_4qe^P)dudtk>SvJ#9nd*lx-w?}F1eA1??L^u(5_5YcOZ^U5^IQlDtoL-t8=tQFC( zI<-FI^nr6Z;$fc;d~5d86PK8dvHNR2ocp{ohItS{+YpD?V%^pAK&*3d4rGsn<@?Of zhROc*P5ZO|{pkvGr0;nqM2!5>K)ug}bw2h{ke(c!KX*=%JlphhD>~%7*iWC8xU0Fni5_tOEYnH!2$&Wr#I4eNm122DlJutGl zkU#d>uwSg%kMgpg_LOc3Z$k(b!(AG~jiersL+ z!NML|uTPEW?;4yZV4n^3u0Kyd@gMJF>(3+g_tA{_hn%5j^yP=X!+jM^`wv-M_Ai$8 z;2%k&^4=ErS;h_yI_p_oeV+;a9sL9O$oX3CvpJVM`@5fiobb>7m+k$7LGM)m_{a}> z2mHwNm2XZAW6wzbXx~?}^?f@aPTh}0zsjR)M>5LSlzJh}qx<}5|E>O4?(>_(c|O*! z#ICS^LBG|se^d5RN2OwND%$R%>Sp~@3Uzy7Og(RV_6>xAL#P6 zYlcdyJ+~u$FG~>p(M)glhv0S~x!ap7abo`PM^b};sx4G|q7p<`njrLvjB@Wjx1=i( z{^`Bz-4_16JA0St;`**Rr|80-7Tem;Cvtdv`b$rwC!{~1pTAoCE7uhCM)C`y_kA%x z!TY|*--y26SBFD!NjJoKZ22Bv-fY_8DDp2u3E{j7^Dy~y@b*f{(t6TgXlHz_>zSyF z^#r|9{{Hkn7WkiLc^|cy)$}>TbIdFreT+dr$9JsU{>fHXL0?X0)cjXo0Ve1v8RZ@$ z9!c?~3QRN24r3VSecjyaJlW4VMK?Upf`5GUt0H;VIXRU0UC=vILKO(2oy%xM%9&3r zEV5~_O}GCP@~>K_)1b`jYl-=rk^CrG;SU4*(D-gdKi1%VluDFPRf3q0n$eUh$rAVS z%yy{sO)-DwllRw+`OS+{bW>&eQH7v}K5@;)4^nQLf1+NL_l2DWy%GO7PlH^4?mR6_ z+{aYre`@=$Mts*Ki21aPTJBSaUwb+^D)|<3pz!#&K{M)oQSFJV)At$#(N4_hyK!%% zPC?t3hD^OF+V9+DXLgo*=fNquVf(}T@EBK=_aSpwP5Q9+Jrm>n{VN0z){rs_x62a7p zAoPrkh84}WOmZm^7JsgA99u;b_TLH>P5kq&>JNtzohL!egJjgQep&XYaNKQq{e7Ln z7bU)JcCW@z(SJF8uTL-+K^ZvgOG#kmY_hwx3y)(v=zHwmp1CeAe&XGV5`k zp3$r*g`ar1cEhSejX0r(@^hm5km&z4U0z?Y?^H<8H==|Z6V$YSyGJ8VNP#qdJ5YEX z8o#YwzuwWnR|N=-xtkF zQTVY3y|1lXrru|4O5d9kgr1X8uf0uo$o51r>3>~!lVP6MbA95e&~lAAMK?90A6^7C z{V(`h&~w(Pwp04B&+2`!EZ(38j-3e;y&+EXRM7E~#?FswG$FS2BzNks_z@f8M zd#E<_y%Ryr_~+Zb{3NM;jZuZ7o5ZoDp#S^mrNTQ^e_n0rdk2D={_mUjw~JD_O3MRU z{T(a(QN8z{Ik4xpE}WwO%bwN_0rL2>q1iJD@<+Q~v}x^$wey&ux32xD>wjhZENC@- ze9CX}f8d)}IgY+mWEA{Uwf=F83ej4-aP_yd~C8vs0ctcO2Nk>hb5p z(TFjX&R!Mw(dN(DziUB_mR9q>r~l!PFMMOged1R)`iw8xmkavN#CKPM`tft0>BV4a z-&F?v>M+|sY-oCQ{pd?{T?lICe~E3Df0ROUXV0^J>mi1D#vfZw_Y1&RPx>*G zpr-%FfArfRUD?#4K|<9V!XL`2XI-mx-_wzUz8C%IO;FQ+6Hd>0C9NWRKnDsRS#aUZ z#LD$Jp;pTe{R;OkK#zTqA@o60fAM>Z$o8C7UEKUD#)$Pt@SZ-=P2JS@vHB9-V1kjCePGZl{shVj{*Bt7l5AKgE1`$L%m(hS60U>M= z&3}HSaQ*wFM)`lg|EJ-UoYn0I<2TN2Q%C>f`_M-GEBX9*{2oS(3@3-S1`*d9X`q@&|pMiDxUkkp!%gS!p^>xROoXKOISQV+f+1%jiwdkhkph?egw3^4${ptH;7!*;}_PCfeU9q8m*x zCqWtT3az3T{7ItyDd%T}IieYrAO2KO|NlGwB(MF){d?7)rGEWCo&>R;E!^SJ^qn?Z`NF z{U1QzmlMQ1O-2JECO&7Q9cIq*m*qffg zii~5J-{xH9xh2EdZk(cdaeE=eE55!aU74jn~V#TwOUuH%+4-v++TNr^^3+ zmksa_ALo7Znt0#wW1p`BmshVN>VG=LpG8nJ{zuf?^@3FQoXDS-ZJ+`%CoyBhI60jr>rBQ*=Z5`_uS=c9Gig1Nnd+_r&qtsQ#3A zKi_}X7`%@@ml#<RQmVG@tbHCO@t*b@l zXe0X1BKp3VAoPqGeS0cNO6gs1O7+=stOkYmeK>XUfy&;TP(%6kdRS=X$ZAK$`N{=9D#A zUO9^L8_A!N73c4%U4O%#4db`oAJz)WU^T&l$WY!tF#9tM+B4-~;SI;d{@IA~uD3nC zRe!20DgG*gn)$!i$*OPIjEIBbm&XUQ!W8b4Gx z>(4**`%h~qp>+iH^T%Mi|AKz4_eZ#v=z<7B&&#Og{73m5BKF^K-!ygOr|evi(*L>p z2kQN$pWDAy?XmRxXB&vGJp}Cu${@aj^DCA=!-K4?`rKyj^!>&CeV$TCM^XP9>HBVi zSSQM;W&UyYP5pE>86$;1oeyCnn?0SN`s3I{bejok+MlWU)Fi3ViO4ngkH?DrpBGNM z=1ut0kW+NS_Jep>f8l;EzHgx)y9jE=A5+GX?^tBVhOs-MV#N7{=ir4k+wV}%|F#m{ zp9D4YzxaJ_>!l-;>Q|hy{)X_!J9t#yVI>!-_m{R2-FAX#r!wlFXm?ujkMQ{1HeZOi zzf|Uz-JkE)QrF+s>K}|B%Ke)foU${NpW}g%2QFogV$eVO^Y0y$&`yH+kuaT~B}6q& z|ElgKv3?p7mnrJj&7z|HSj#`;qPMRyqTfvWFW~>@)<3F0AEp21<|t+`{rHPub_B@w z;8T~$_Q3XEx~zE~B68SxK$VDPWMKVw9%XKb6l{T(VL4S<8L&%BikD^&==JB{6yY2}z5Xdz;6&`hFEPTO za7dG+-oH4g{x}X0T{uCF{xf~-`kJ}X`V0G~vEIkR>qzSSCxqyZ64b08&bA#H#)dY3 z&CVv=X3iA;$YsS@8xLetdo2zmxnV*Q;3@UKIYc%k22tbctW;^&jM? zA3qLLzM%v)`q#JqgE!K?TM@OEl{qE+aYr?My>W7_2ArZB)?X3QAIQI`?*7a_lu#H! zv=bSPXuIbT^QHM8_C=Oh=6~w^;|S471U2%Hcg*!cD*0#b9=R9p6aBA+?b+pr2f1;I zZpi1Mg$w`+53tm7s?Iz^lpcS-;^GON=;nj-g%J&GoVmOrx$pE)d;Cg4*@tkb!R{ z|1}X_mu5-g{?Z1!MU_Sjvwr-YoUTf0>|W{b+hW_l4w8t3zaYzE$`m^D^t7IL0ZuVg3DA{iEa)9EyDr%R83x zyUW(*k9epT*wx{?b?xVwIKS7A-`6Rj6oSz6GU{OC_MG)uk}Kxd0kNzXg@<{Z`Q&j+ zy}uMm-yaav=zp&q*>_5d-mThu`$n92kE*A;RH4O9Ury0YH|R$^L6lQQ9hw9uvoMeM z>q#%iErJ^T>6>&niWMRImjV>-Z}x{&qN$iaMbY=@f74GH zGcZ_cOYfOL|K?5QdnS~u3G+9_uGWL&yHWiajXyDzP#i&x{C(}OL`qfZ{s`999eVG4 zH6wEwQU2RR7fVp1zXSSb3z7VzmGuMk3f2!4-LU@{^?#%CEBUDJDZ)P3+Wd{~zu%#R z?h@3Lzq;8USleppJDunqBle%3KTFK&A5e;0n?K?~|LfQP_b9@Bg3uE(YS}-9KVI|; z$Uk-aA17Qee@X57Z3V60z`uU|_K^5~Nl?@O0@f6i-$EScwfyCYXyK3P?l1Rh?~H27 zDZ1$q{dh(Yaf1XnYF9<@;GU{7?>njQC2gpTPKa}7UJ=Of{#~*9u zhk8}c&mBbmiNweof|zH^sAd0aPU5d0XRbRd?q3X!cikHKLA`(Ris)Vwgr1bqZ}uM{ z7sY>#dVXOo|5$(M=g-#Cqx^dNvA4wcJA%*)X4J`bisVW9ANsqUPX8wnT{1y^`BDF9 z|5*PZA8YwX`~SK74-vZgi)z1XUH>w=t$YkE&VJ`vRD|De4~uS(^%t`BM``?G~! zYx8SKr*oMa2>K61_mLp_i5ZQ)@k+cWoPolB?mgjfasLH=Bq%w<{^w!v9@=M0=nFy7 z&gAv~%Z{%kCtCla{qFERQ!OFUg9Q! zvD#C$AGNmrQ7`)Q*EE!GT7sJTkH5M%k-?uR+P`8yQP^tz|NZ^L{Hc_mdjCh!pKAMG zT$%)^_va>iJ@|n`x6E3ZojYA--qE+S_)d9ZdVJR`{_vVhc*nytcw5<_NUI9dIs75r zk^Ph0aTw1B?SK3CtV!efHaY%epRs%w`7^VKuedia=JNUK&F*FSVx7O3bL8Jd&%a{N zS&+m33C0Jdo|*|c!R{U5ioYxP6H)y!p*dlmh4!Z4$xOe0pri+XP{|DEOP~k8!1eTv zEdFL{lK&Ye@{dwn;3(g>{K7vE{Pn2$>-9VG*W2v^M>xu@;I=|;dVAR()B8=B_<9WA zXs(}@Blx+=F-d!ix8#<77t@{(Xq2hpuqq{l{~W!&sggeUwc+p|xZF3OT{958+CB_B??6*O-f=`gcoU&?AVC^idBAy(9VKE64va zZ~VJ*(LNM<@Q3!B%-}!E5?|gY(6?XYr=0EpUSJ&x9#7Ky^57{6YcTa^4s%2nlG5_UI6~H zoVntk&x51C!5Wxe_0idd&ThE_STbb_d z)1cO*4_rvURO8AySQXL#P`-f{eNj#LXHxW0HPQbOuJC8i_4kpL_E&`J&z?h{pq}*Y z=UZIwKhI9^hx$c2z)R45cC=sp{Z_2E5e|8Mi^G3dexa`*|8MiN7vcD>ACLZAk^bP* zrG5BGi@s6&e?wV+?cd?Y&p-L4RM!t3c{Xzf?ydQvy5py8>D+?qqm}S4rr&48y+ibG z@b{G3i&@>S^KC)=faOX7yZ-HAOCcv{#Z=t6Mg^I z%M;@z#uLo1z`y?f4%!pK_460tXfKEl9QgwWgnaMqT3fbty}Eof`8$Qa0*>=&jAu%E zIXKe6_^J5QW909!7+3Ta#=jJX@eXvDFDU$`kiR%P(VtOX^e@mMKEf3|x8O&?6PV&J zSFJyk7wO=f9_7P#{rS0)o;u%3dNAB?QL%=6fVso$Y{PRumkm}k*W(y3J6i6)*Wqhv z`~?41%?=hH*A@K*`9YotNBPh`kiXJD;r}m1nV-n*59R$<9tq6cT|<+(&?iU_`WE`> z`~3&wMKaUxXMkTNKYQVi80GnvA6Y+3{FM}?o~P;CBgUU^>2vdM)zKji;y|4m?)^|Eh84m!wBNe})r?Z_WyL7jhKRsTXB`uWzk z<16O3>ih!o*Yp41{Y_@sTFLJJpufqgR1-RXlZ`Lw-Ay*W^c`=Lw%Bu_Z6;wij(tTr zb%#2B+ac1V&zEZRUoC9D#4f~2Reb5)Tj}mV=B}4AA(ab~< zGyR_H=$ojyf*yPT{>Wb<($}|F?9VlmGc^BUUtInfk?q6>b|}a7y7Qx>*k>x}iVa(C zXInK_?3ZC5t)_+gn}0!m?UPxAYsc%^TSSZZuZI<=TdK>}If5ShcsS3+xvHF!#a=CE zj{**SZWKF2`Io!6BVVU;>igU2DNFEeud)!-Ju#8(%kw!;*Z62Ql;}&!_oV{XPZ9ZJ zA02YnoR|A9Dezu8l`v_}hf3F38KSSYi3Mc&I*}tA$Q@8G{~$VVgPg<1yRCb3ys)6p zND1Md8seEhPmcS*&c@U&9&`Pgu(ztU^3Y$O4@?yNV;>d!xs;q4lzcz%3OiLLU!!7u zud!mp|CBqwgk@T;(&Ky*_hE1@F4NoP&wqzCYE*Yw^N}~$DN6X$$O&1VI*$orvCkk==u~X?t1C|Gv#30o8k467MI@UYC@&|I%(Ef0P?gUw+Eg zg!-|}Q{;IZzJm_%yYxX0|9snjvkH3D7w!pY?i)IP`aPNXki7!rH*ZU(Zj1BD`xL|g z+B@jbpX6Y>i7OwnlBR98$Z7riuL@aks1woS{R=`(=&z_Z^aDA( zSHhfYQckiLK|C*uy+~CKdgxo66XrvJT>oZ&b-T!30eVJnuK>9Nepmi-n&_AM^%v*> zzfb>TdjZe^exE+b1??OALntQ7o1Z?QK4sM5pLH*#u|If!2lU7n@ca3z=iQipSW91% z&Z{6ly}z-7lu#LhsAm~<{uF$lg|=!X~Y!>&OhUP7wuFQ^hBL5;pSCpWp{+y5Yd(VPTzbvqL zKoCQ`J;`5}H2hn=FO7Nw{C@p~xHwSycIJtoyiY`^q5icsxNnSn0rmNN==?1y?@t!8 zI)9wk(e%fJ^E&Wff_~uGOjCbBjnAEC^LnH!_UGjr4C8Ey{p)hIPpj{zl_dI71U2-5 zi5n6m*xN#XDE49nI7K&#BgkNVTk-z!msssuITw`p`_0Kw4(Pjir08iu+=Nirw(LJfI{`UH+=Qp?>|1as%qi???6;nExsE8fyEiMT|5c zhYv*+ebs68zIkn;^B{UaCIM+hu=NH%`$_jDFyQMt_9$kBE~(=>1x>|CaQAE$AV4K)w9`XYPxegdbg; zDKWV2@~%xD(BYKIq1PRpq_ukgZ}y1@dx9ge&4AsWq|ovW@JeB zUG?t`>|cGqVfvND#ry|+1M2zDN%u9;{&8Ou*?-KOCDR+1`1dq1eS6!d@e#WMuP2wjP|Kr&@pN>#s2-)RZ9BQ8H>-|88EB;L)6}R|3LD$E;F7(sPKf^Z=al*5mJCU~y)4F+06LGS z>Lco6B603j;9CpY!}JqlERLu<2iR*bbz35MRZdLVjoFHE%t`^LUqa)EQkiyR{Z&6{UPcKfWsV)8JOi&{~-vAaXy|_Q8NX9p+zm4l%-FifXsrx7G zhz|Qp80X~Ami-5Z^nQ7YJc$3>zKJoKQLzYlJ(cKd`^H918$?0^3=<6p1~ z#&2c*WBvGL=64dL@1zkRU+CAeI%TM9+mUPTkV{Zc? z|1R|1kD$K(J!t<0{i;LSX-A@~aY5ge=(-Wq%-F`-AR`7;!nj zv!F-00l#1V5Ml4Ayw7L-`sw@nHw`CtP2K574}#k9Z|B^X%$fYvqg-_@?wb_nPwU=rSz-i3JKdk@eB<$HyK;(d$p1r{KcZcJ zw!9aUSJ027geDTqh=j>rXl%rUT?aN?5caaUYt;&!?A%4v-zbVdo*?wRj5=(a_=MHl zI%q_p@mCq<=P5Dit|m-Y{q>9{x^V#|IYE=GKmbv(AYAbM9s#n@nld_4^p2 z8%q%DTr+xg^h@^kFU4OK`p+M_^B>e3puYZc&e;`GrTKZ`Z=+#+A{2QR%Y`mcWeJb@SqAgGaF#MZ_)BtJTT!1$rG-(sAiTgkt= zf1~K{{8rPiA^m~=qu+m=M2t)(sF}ZcIjnd?>;L;MnAhSx`Jd%Kwfj%V2lE>JeZ{F1 zVHQD6`{Q?cp zGn)#sj3C;HjE1Z$7A7qiQ-#-Fp{`#{hbs@wSWnd-bBJy+LH+oX!y(KR`7lPTUv}(^ z9O?14k&ypfqFY1|L}?@SKj`%?Uv^G>xx0j*hu#6y>mTF;`KNaO zc_Y0Sf_~9b_g>)w%3vWu%#&p_u#WwEHiOga-j5ldY;_*y|fRuV)xWt6}D z`jAyjZZfy}-B_XjHjX&lqj-$!?;3mq>iI`L(0{4DzkvB4+W*hZ|KdZjuW|d7*+8*6 z2VZOG$6A8g{g)^G-z(!^K&INwDLluoj;mKpZ^sF>y8glc&yIi1D8ppSeQ-7Zb@crd zLG)7@_3ipsBFo$Tc;T=`w;9U$ezB|XhQs}Z{#;LV+X!mP?_c2F6E^Kmu;+zsw;1&F z`9{kf0uJ@&6y3CeerzNNIm>ALkhgcFeJl3Fzw8(*{B@maIsY$WHNBEgxY+;y+4%$dpML*hI~C+8L5veJ>d^3A zGF!hof1$Y7HyP&ln`abVlJjGCA-_L~?#RFC1F9{!#MW0hIX`XxNQU)g=su# z{SKl#NKi9>h(EnQiG8_{W?yNCTjIT)h356c74`nhPNLgGP_zCCdVDiM8eVq5*@_b* z#r?5D_gd8nZPS@fShNlVsE~e_PgO@4l3w`-Hzd`S#D%cW*eS=%(HDBbXrS zSw`c3eLauudG{(j?Jw8G`R&MCl~yHscUpY*!{N*@P{q=!wKt2EUmM`#1-&WOMpK?wMtUtLbNB*D#)YBs# z`oI4E#vzJum>|k2qwz~VUXo_iYyQCJVzjuwbUFKt1%5>U)!V{Rg=L>g8uN|D*-7DUA5njGqp! zA3reD(YtjbTJ0A1_jU}-^t@@Oda35WIHf~kG*3HoD{&`E-t@iQP>qj;8c{KSI`eAMx;>FLNue_dAh504Yw34)sOKXAo@Gg2eE ze}(pk_li?He}?``?fBP+{5?VcO|kfk%*lyeL-{H3)b^u4zd20_oh7I#zul#q^8KYg zmA<~&7{egf6He>C%t@z?AK^rIh9Kg}XncV=Z&>ctH>VzceqOZyJ!`!ZKE+nBy8WR4 zp#RxX|Do&*%m4lHBRdEEIr?#)pr-sm7sk9~Sq=PUq2B@O`ycW_|JT?51&VNyp#JCaCVmm*J$?IG+)K9i z9DimupW;y0^J;-X{GxnOCS&8NWG`8eQ!b|UHTq1=wBBEYA8F-%Wcy-&zEn0aoZWE> z_a9KdUc&+X_!1dEw|f$QXjw1y;xAy;nN>or@J#XXY`uS0nC%sX%N8rYh@kgoyTEgnSn&&_!o^TwusHxB#I z6tkhi(9T?mUzN`>8$ed>&S76?)&~J+d_}on*Px7VS;hA@7W?g%hrJ$f{rVMhMY#TcJov%BjnaPA^^1b5_IC<>ZQkEvPwUGSev0v>W&_TQoygxu zF2%pY#P-6zSC-c9b-%Y0_MJ;C_T_Da9B}Vi$xpR^M*i4W27gLWt zk8pekRN_1G4rEWS*l(97`^^f%zk*_qSyI@ygI|SSwx_lDwk1%8o_etrXfzLmee z{OWyBr1NcjwZ4?}(sISVvZ#?_UY{$~4Z@L%~GJb|G-BfW3! zh5v0|tiRW%zo)0KFWjR;c`&X4SK`|XIfEYZM0tJ4{#>6w;v*dG>jk~HjBx#ZETz1# z|FseF{kA?580@JbAEXDqEKt6u6lJleo@miG5$}8RjeDJ57tKGK`s!HCxjzE z;7a{EDRPrPqWn4EXJ7N>OdH`p=8nbxLo1Sp4G*`xKj1Coqd#8Nq* zJ#EQhU;SYH>~e=@v=sh#6n&?TKS#))75anzJQDmtekiY!zXK6 zAN7NBpgz70hkvCM*3qm0>$-^cYoU|%fx@ra|MdC{Je4pH|GDP(IWHpdv3ve$b*n<#~%`{!yPR{z*EC`fgA2F{S*Rk8-@!c-^Pw!he(E z--Qc(0QvoY*N0l4`u!>NhZ3^7pLVtqkD>j4$RG1PlmqpRaQGh-^A(Fe%_sa*>E|2Z z7yiJI9@0nsBOKo$KZK*aUoJH5;j^u-kcWQ#kNG9yqy8`+0awB?o~r#B^^0)uqm)1xNp|`ImnVCHzPEW4@V|%4@^H5BU4<{vuvEylMLXBYzRM{^c*? zmNot&d`Pf)Az=Bu@6d*Y?Bb^bdrr&mb5^7UZ@zK+zt;b}LhLtSAEg%2;a-M}TJDS0 zeDU>2r$@J#BSrM>-*r{TGJgnq?Bh5SeO5Jp)4}D*taY{%pas>4O?B99dMgXBKo6Yq4!JFoyw8TH;ZQ(`O$tudLlso0X_07 zN*^@)l>rS~zG8>=L@#HRZ?iF!f2R&7R{xe}s^A~#VxL&EU+Dj!$p^`2dy67{oOZd@C|v&;r>PYyp=qg^*VI4a}=vi`B!Z*J1A}a zNgVVU=|?t#n*A!f%+ft+&ismnA61KE$}^`|NSabUUbcO18h) z1fm}m9{lD*mBAu^qw)v89FQ*4l&x$K(N90nx3$~Uft*mo_FtLo_0c~!bid(#afQ3p z^vDNtHM>2_QlgQdFF+9-2tp6bD0lDnikl(=q?;BSj`uT5S?(iTlPN<>$oK~{F$w{jIt=M8$ z#diLx{w+)i6(NZBAfuM{6XdDbyQ6gEjmqDY?%QJg(%-i& zMttKuOw)cHWDY37^irD@ASFY>rP9chVuKqy^(s};YjJ0AP70hXz=UZ z^7tJ%bVA>VldKMfKQX`Waz>TEQTdJR^-5B@I5xm|E`Lspns}EbIA?EkWlkt_p?JFv z$MpShw|Oe-?`CKjqR(#GziP+{HI=3xWeK95Wz=DHiRaQay6=E-X61dyVf)5b<`mt8 zbe-q}#%UR~ypK^%ci(J7D({=kqVXH!Lex)<-@&11fBNwk^P2L+zrOz{pTk^GF6>7^ zPZ-rdC2PVwQQ5!C$MM}-`XBKRy;7AD)abwXi$$(TP92U!zStGRP|r5${HC7V=_T4v zMWU-h5aXPThBY|-f}N-P8qmKfy89ZHh^{h0lv73nDwlmHg^jJ{RdN4e@jlyyxl>xV zUt671^q=g%X{@G4K4{lCf5LYo`QIgb56EA+Z=>puYLrk-f@l|J)I5Ipx7^WYtL(22 za$Uf7`98bl#?9g8zv>Dw)gXv@yez(D#e;*H{fw8Fw+2Lt`CG$6q2VcKtBLwE;$KNN zEEM&EeId%uQ2vOA`7h4T@ZGxnO(ygoy+2pzHAV?yo-U*OmuBxJCwiZ7G==*G-_Q5f zRh@s-rti?tXs71S7jxcXGukDT{wpq4+}HYj=E$gxnXG@`*yw#o>&hQ2?knr{4=4Vc z5!CeGzyHa^*80Jaq59RePUQWI5v z(Zwk*BB)rdtcCoU=w66Ou=I0bW z)$Lc2zqX>vK~KWFRPXx`+}66q5Lubfn44wzqKN|wgff$-){Pab5cOW;bD1ROcCpc{!{h@#9ZylDY~gO{b)lF%`J0o^1#w?AzC-xow|>_9+fkAW3&psG^C@Iw z)c%b81$3l@_7Tj3gk}AaE@L9Av+{G&ps7(TGj-sjb8Nd+yfjVJUnh#clOX1aG8&fo zS_&IKW-<{tb zUrP0t>q~TF2x31-MlJjAp?OZ<__fz1)`{rHc9-@n?>biG--YOU5!C4ai1Z`hOUt}= zyn1_aFUw2xGk#q&c-@m>oT8h$(vR*0DVhbdybrh_*SqVht_yz=ew)L8+4{G7U$h(1 z`4P-ZPzH9bw?Cw5-FX+RYnAh+A{^0->L2l-e}8WLHi`9@e*e4&WzdtLrv827{tjkN zw0?zLQ)@33LhEPr-%(^QfN~j?AO5aTe*O5_n-Us8FbfhUe>ryho7T9ocPGn46b#Wmrjm z4r^%9fg=Bb^nEBn)RT-lNFUBf4Gy0_U&!u)@Rv9ATG?$iYpe5bf1(>i5bZ=p1MXFL z%|?D|ouf^kzgS@k&#*snS*gq(qW+B9k3tp}ihg;H-Z!A+OoQpi5Q5tLGqg!&(Y-c1 z#J#;N>;;!TT=3iWFb58Lqx`?W|CYvTdL^IWAKFV{T{Myy!akK5^~-!*I@GOamJykv z#reVMN7n~0jZxo+98Pp22x|I&@St66XNb^V91G zrVcOhP~E=`AiBu}HS<^Jec853YaW()*1S=)=>OZo9c#`XrOqEG65S+%`uS_=z0Koh z6uTzoZ|!%D95;S_d8_qDJo&ps{kKS^ze}U_*A(J=DnX6@iD(@BL<+eO_59-FeZpT^ z&eh>7UIlVa(GBb0j`|PM)!WNh*M5UT(Jqwz+gc+3>BPt^f|~m4m2C4j%Uo!2>1H;u z!rxz}rf0g3*`&S?J%i|G5`>>#bu!#y*gpe3_Rp-<|EmoA%~;oeRC^iy{=p*RdnrN4Sw@2co!&5e-S~IhV(+G| zKNl0-5`r4}o94%EqV{)Qw7;L-zefA}+4Tq7UuxTLKLdNEro)+Y8-Q*@Ui(zJpGWU`g>kQ-`5dT`(Hq}ZP$;pz;~5HiFR0X4Jg@qI`btf^`kv zBSk#x@;8ZldPT2a4=O#s2v^dz{=EUnU%!9%CndClpr-!f-Tq8s!Tke<-FbXSoPVS} zfA@5c?lr8Qe}Yf!tDUjfmsIBXZdCq8(We@hpLs z{*cxAt-=ZWJ#oU`cU8?GZ<~s$zk=OF7fevUe>X3S?fW))Vuinw;pbmHoH@*T{wZ0p zf2Hp~e^G=z1TjyS(csH%U$O+Ux5xLNwYSIoL0LaJa>~w7e;V1_8`YnZ&oyy>Qhz^x zKQR(XP@{kC+Gl&ke8)CvXeZwvZcE|So3u}BlTGzk@;80IL=f#vMk9iozhKW6R~j~O zo$7Doc=i3COFDNJ?e_rDg%O0FmeF9(eDhfdy?0QN!W&!OJ5b;238C+Y32Mf#;G{RZ zm_PaJ!v4)!i@z@Q{PiHw9U_Q+Dx--VCcP#75hmVyQtTMrIYl?DKg5In)UThdt3Q)? zuMF?XBHd8>L5$+F8BQzi{FvdrC(J7v6fW8GMb^qf{{Ilg5rUfeW1z?72q~P-Pf#z> zmh%(!y&h}%NBhUS@sypR{Lua}{{GzfaZS88pr3ypB}R@BL^;jqy&JNhfmcm;e6ovX z&`ZZ7OBAa0PhC#Y4f#hr@UNdgAEyZ61Tij|QSy>DF34u9w!afZ zcaorH{0MYe@l3K?m9?9Dx4*>w7s+{4t&tz9aEfloztR5VDN5)xL9PBT@b!i0KhU2_ z|EXkk{@@e+2XD%j1~TZ8=rA|yg8S% zpg&7==Ll-#@8x;(I9pUBPZismapL|=t#^*~3y0?w^hW&S{2%4lpI;c!D{TGv{@w-R z`yxS2|My?DJW`rN{<=_q@YjWQYLq|bpP2vs-1&ieey-P_5ybapf*Spwvj5sqDfU+N ztDcioe`~k)=eb#7z4h&%k~N|K>et^_D8f~OD5s1Dv`Kj_d8W_S_2lv!V*e`a>CWAg z{3>vYZrK0euLb$*{cT*Mgsv0RjNiUjEzX-o*S#S99A#(b~myH(w9uPmH#a_Id2w!Be=dVNWZL9tu zU~dUJr5`#A`(1s%1g@92GXJk7-t$(%6PW&9C+u_(j`ZN4LD567ABBBqGRvv+Z}4hX zH|I%Ne0f2cVCkz79QU6OnFpe%p&b3`8To&~{%$kbT)T=ifczO`752g?KkPXEvdFt5 zPc%Eo_@@C+iR#)trAHfXt}geM^?3%1|CuIaPwv29TKqq_a&z*Fa=8opUzA60pMdfs z{Njl4+GXpk8HzBo;kX1-c>K*A4h+mUa@y}7U4?z zxpg?+qqh_F54k|T!1edVmGsp9m+!f3@SnM!@Nb~EhaT7{Q^R3ZstJ4JZ{?B9^!K6l z@_@b&?aSh?C71A*06z8M_^!Y2tN6R9!_Dnuf49D(eJJ&V_vImP;A(j%k-x%Ka{D;G zs}FBT_W|IKMcLoa!7X}C_RoU-ezUtFbNl+Xd`Mrt4+_5Z{J_5p!f_81@`OD(!m&?? zaI`=0gZ>Cy30M7tAU@7(kuK!9++6;5-Guy<^c*Kc_2T;Lwdj!e`!U?Ul`^G zDGcK|;vs$15Ay#OSM>?%5A9uvZ$t9U#gQ)Pf&YkK&_~dCs;o;_(`$34sg zv~6{c`HG@Hs&nk$0!Mq(&yS!#5svbH%RkyP{Z&%XGA;OjNs^bgF zkMf~EK_2KY!1ep-dVRNXM(;xtKdR#|$`5+vujH4^6nU598!Y{!l$dWq9(sNh`UHk> zq^qQ-`g{5|{em3v76-`^9p0E*#;>kzc_R7qs%xpgw!$A(HH$y9R${)QA0PDlib{U= zA|LGgp}b0cs_h#%_(K2E*9UOKQ|3D*xy8R)9`>*H40$R3O_&(((B2?F$Oq}__j#ZX z5srNrg+8~?|L8ADdYE5hJ_B5BZ|MI>AGn?$$W!r0R$7b);0OI1^C95hre`DkzaV|g z-;s`99^d*uOJ-PqB0lDaz!iG6eBa6=nf-TvFYmW(@A`kx-%E9pP~$Yy7qwV4Zc)iz z*&1i;)wxNgGR9)GpyV|BC1E|UC9*z)+YR_rejls>ZRCv1U-8-b zgn#>c!Fj88zbBvPV`fu)gRgDNI5vegZ1%gvcJB6giP&$!K8`2luetB$+q1@e>DkSD zH{^Gc*(};HnD)n3*A`BJf*$$hBYMq#S6HT^yQTPI%gVBZIM##;TDbp_V=tr$oT8hs z50Cu}?CZ(lcAi<1nNLI8*U_~j*$g76H1NL5yH4u+2sj@BotFP41>Q@&X0E?B;rLZH z8X1OHFIYLI4+r{R_e-!3g?(Dherv?}h>udAUpL)vbLk2jNf{<=o%x{bsGrXt{U7{i zq#xM`LXI-(wJ+c!8@zn;V%IEJ*l-G8)ZC`l<8pmO{bi!>SqY*(Wi+w(phxU{+G#VZ zx?UFk7V3PM6u9wzZ$Xd!tt>>3_9Ua>6Bi`0Wj!*S*wrUO_?vjN{_BIzD^z+T`6u+b zaAKCz1=gL?Khp4q?Vn3~azYLFD;F5-mmB48$tNsRZInwde{1Qn-=?R>JplCkTqu}a ze_aQjkm6~-9`)0|M#rSw_LW8X(cVCZb|@!Pef6(T*b}n1L;tvzt?%0baq4|5?60HW zXy_v{*1jW^ru!!7r?YhTO^nL_U;VWx;`s6VfJXT%^s2qCUjEQmxs`~*u1iMaZ?t|V z{pfu$if-8cjLxg_P(pciP)40^*d)+?ahSO8hWU@R`6C|MAI5Kdw@!ZQd53;Jke?E& zLJ;~`MjeV}eRIvD-E$5#0fPOpdUpDq8-X;(5hQW((4efQ5lQI ziTi3(+qr$tv$6%J=%#}7qcB0VXBqV!;rT$^mqfchdUN4F&S}*1;zC5{Kv0u^*!j-y zq+)d66XmMu^7@K>C+qKf;(asdk0O@$&3@;UoniY?;)S??UYW-hO(p#`L9cKBMTrq7 zg3v=|^wGrIk_Wv{U6R7LojSB~WfgTFsTh4PLlE+mQH#C8sy@edlq(k_&MPx`RY^DK zu`2)KM2GaD$K=n!0~gtG)@Yo`vTBku(!m# z%ewZjo>yXCkNl13zwe(v4F`QG`cayohJS~Me;!H7XZ5}-{8xhBD1XF5|5y62x?g53 zJ=)*T>5mBEF9GWq@Ku(6R3wOTN=6;t+`TV-nlkTDyB%l5`)Jz>2IaXI=Ef&#Qaw854I{rs83Kc|Md?&n8H>iZ@E1@@d8^!;S=QT>2_Cp ziTP_a`tCsxa+1-oS`{8Jm%Nik=Bs#`&7yGU@s6)Mp6?;(u?(bvTHNcCqeoP1_)L2C zcv*1i1t-{4qOX-T&+yo+JvgDlPmBwFzBpbi#Bd#g zn(-&(dB@k1AAi=U#lTbIzWCJN^Tg$hs>@MMqxSRt`B!$U=}R`6HSo-lzr=m3m-733 zMYp*Ndi-!FhAZn%=vUD(SBU%yBk5w1I_eRPP~g%&6Jl>bl8JNE){xY1c&L8tnih7@{K0ztZ8ZOBLVS<^H~;=;-dY=;u;F8GsMruYV#AKTp^4a)5v*WC zbWpL3V#kh--EqX;72DVqdqWR)ETh;Ek!HiLsEDXD&b!aq>(1Urz0P6g`SE`5_3?vs zvXhmptRyS_&I$4_{B+ce#Bw7!ISuagqdifb{c#AXxZh|`csuA54tJw+(#X1r8g($m*j`X7+QOu_m zXH@wd8;yS5r(NuIG?wim{}A6ZnP(RpF7n@rzV{{yJEb^-f)2f7zRg$nx_j#u>q7n~ zmXsdXXoc4QcBbz=i0bUGv(L~6tP-tXpqyrHo>aKOC=GAMllZz4)y+Q)nQDa_r~c`c z@ok|?4CA9+>Eg~kYuAlaaDx~9fP83Y%4h!1n7ix+t-oMgRo?Ex>zZq=e_wF=ri7?D zW3}^o3fA1Qe7$Om^evU&;YE8N_l$}W_x;C=u<7qQ-a+tpBl)`%)#*R1=Y+S6yB~YA zr2S4Y{wNjte0H&I9YpzANsB4g(4 zkz)Lk8W!OGd{RrR^`}M~7K(mR-N&oTDLIS%my^@Qg1-LoV*VYH_2H4=4;uf^6p=4c zo%}vS?%g-O7<8lh=*-&tg27|TWh&xO&Fb_aC-jGXFMRJqKl&2Y^`AxkVjr@|uF3hPY#Q}v5c>@Bey*kZhx>kzUmbsB;gH{tehek5vwsd#-bb_gZ3?#! zDihCO=W6u{FTK5SPr=`x_y!TxjsG3;etKd&k$9qx>$aPs{xqNIzGBtL#)5wU@eL%Z zBT2PWLm0;I=zsp*_+7j2E05nT=@0ike$;>cLIV2}&8cM|!fWqiwyMq7c*n~myyL+X zeh5*FYfMhleFfWB?_-blIU(+QIo;@=zSd9LeSJ&vdt~@NUKS;1vHc+&`h~%Co&n!2 zrH}VPp+6b#U>HR-hN!OoggI_}!rJ%!#UobPKg9gdc3tr8nCYEG`x#DrqlgwFst_~Y zmS2gj&uesw6Yry5xK=1%r+n^$e*}deNmMuf@i2{lMs(;_GGp&}VgEe}?+VSkuZiHd zl>fE|9<=?W$Pc;Z^M_R*|IIliXQlq%grfe->t~}Wq5wpw(I=UAonu}*vklr;FHGE5 zNgjNA$J8+E>kp!XT@&Xj$-`3qao-5`N4{?~mg1Q}6!lDTIxlPSmUVPm<>pi+O5pXb zOK4m7Lb7&VeH`(PC#vf|TlVlwGTIzt6CzodxNm*5^Ue}QPuAoV+@k*fH~T-@eKYyI zjwSs8F9Guc;3Yu*N%Ug@QJwt`>pWnhF{QnV_lt0ouigoGyr3Tke<1ysLlomY#c8`a z?iDNg`<4wKWA3neQqN|lYU5{mD>3i3X<$5*l zqqV;&^nC_V-S{nJQerY&@7wdmhA;7~1o@W>bGLo)RJ(8gD}A3%R5$Qxo52YOv< z#_Q3>FP8XKu@c4lvpW9B%t>5}^;Zq2;icmIAoyp}k6HMjqji-2w>Z6*0sEuQ-%1Pp zStq}?|EaE@J8&dp9e=b~fBU!V|FBP6ADDI0t zj(g~o@jMs#pG$nd6U|3dA-0<@d^85oeOc72%jWyC4LO2Y%K!J*|I!Kmc@$9)QJws} z!H0*8N471!DR#TK?_Il*_fVVl*4JOiiS-|xQ^R*l@{gzaC+t^Pm7J@m94y4G<+rr{ zwU8oOK@{bzI3rqyE9=JFetx|yg=y`j>kzX`}pL}xi(%G_tj2$^l#eWz4drkYP2B& zuTq`AmEn|}#rE%S0k35lMYNnK#wm)^Jbqe6cz=%M|L^erLPBA`)$_!zoT9TRza_k% zl@w7hQMvzd{e3~BSOu>Q<}BEHo`(N8E&pC<<+jDCc7g86HfpWRbV zxmD*B+@kzzX#E%Uzvq{olV9&HDEQY*&WuqBu{bIL-G3ZRve^tn13}%daQC4MYnNRS4f7m&`)QexhBg z_Or4mKWpVj|0SPGw#5Ja@vCNkE%7g+@=s6slIP!l(D!#lb>knOx)(mM!X?5Ck%=+v z6Z!Ai9~sazd929)X8ImSRBpe8tLDj9%_fE=lK}46q`!^$4iJ^+ z&tae1H!T%#m$f4QlB1)e>ksh}{M+gKUZQgQFFbZ?jz-6$#QZTLy_ehv*p`XQ9S9-{j8w`yA?Yef4$ z#mN87lyZZwHM1V?)v;II5<_;~5$hMfZGW&fu&ed+udZD@gB-R-vK*AYXV-x)j@2~& zee``lQH;|Sr$fN@M@HL5F?Vz2JuC7*w%6NHN%oC71-Gbw%>Q7&v43YRzZxzi6zxhq zf1{QEL5k=YQP^3<8Df+11zQ!{wdyQo{Q&*XoOC@VUC*uI{h(bQCVpN03(lGO9D7FR z7m$8Rd7F~+Dp=otQM6+H5%*p2{RsUyN>nHR;WJlGGrYG1`-}IMz;DTZV*d&CKdpET zy9n<(10|SNyla&$MBx3%=hu!?yeEk2+K=sYzX^z}I0cEmTsl9RmqX0U^y4m3)HB6tp8vc$oVd2hP365}^7qW?`)b?` zZU693`W{78N5Y=|`IZg48(wWxRGer(^_CCaRD6+!w|<2fZV=V!FJyO)^TtmPvqgA6 zjAv!YztZuY>)-zB#>r{8N*lA3tK$8n z_fM`-MAwPR<3I2B1)q+Zd`IDNpjyJs_VZJ7IZ&m>|S~B#p;tI#rdfTch3L)$%YAj>*}9|cPQVtj-+&N6BTw| zIlu1_@S6G1`X$E2QRel_YF4L@{uBDc`3*|WV);8;*gv{M5k(W#jX%O(&Pk;1>9ROK ziu=UYrjKyw|I<4D1wZsEk6&UaKrB&R|79o@@{V~^`$4|c_ETQWKddc(q@ULM+gZYk zd@SKb#*^F+i54cRke~stFSCb5oj!LrhKu#9D<}SO$na4ceg<aQ_B&!jk@gcZ&Ke?;ly> zhn%QCs{U;`zFW(WanV@9c>(_;`jJFbXMcm-n>=AR&*m(0b<}mS|2-~S&W~H>wifjV z^YWL(Ujh-+{ez?d)y8iA`Ml8oxEy1auDPb|e>|q}FEl>Vr;I~$PC_j1p@{H1b zP899Lt}W|++ObXixzlyz{|I`{a8BxZ*BQOfAap*8ufiGCdzBw!Q#jR+7-XXsniv=fWE)pwYGBPIzNtJf76eQ#BUD|W&Ysmsq8<0@GN(u zS)3TZr(P?&p~c!ZBK`8x(>W49mg;_Os^Hf5QG%q5hMCTkO9M z(|b2aKdtZGsN(z>uQw|Rl8q?JS>X#@V)qx@awg~Lm&^CDUnpO`pKdkHc(j+Ozn02h zWs3+MNc`&ggI=7R7W1!$%h2%a{>Ltj{02jHO0c-g-#4QA{3Q4nS0E3+U;QeVpKJ!g zaQ3U=S5rZ~_yORfjXuwfnzzc8>-cOQtN^;r$v=l1r>}coc=4}%t>WI^a5jJD7_}n! z-UL2V88_bSH<=GgwQL<+sRR9*?N!iyE8p%S`;M>J6BdV?F0LDLn8XuaP_U-1&;XpRCK{ zO#q0Kd^zs-mEWzLl)qR?;8h`gIlW)#JRs&ZxL=8J9_DMZ8+b2>7w2l__%UBYcr`xY z*Q79cJqqa~UNwAH4tM&u3V`JO0X&B(!cT7e%b#ugcHi1e#e-Dvdcd#BTZ!}!JSWX9 z&m*udCCfju`h(UDk2WEE9N-JtOZZ^GcXJSUK+q@T{#t)p{^kA@`UW5J12-t-NBw{s z=Yv#zXBOoTH|huCk<(N2udS~E{}JT}f4JrQkO9j5#yg|?aB~~GTc7VYw+CN=@3_>A z7wD_vLlvsZYuW6)?Kh;khCf7jkjM|pA8xsPMt@a4z`xY+H__f8uZsWKL*Q{Xe&Qd! zsJ4vHso`m6-=C|ixmzNe_ zXS4koz-yV?`*7ZKaEs=x26yLwDF9Ym><5YZ|219}^aH%gCk*V}HyaZm9+TN6L@K@#SEZnj_ zP4Hoh3Um-L$Mhtqo| zkOz2jaLebvVPD{1liH)|Zq9*!3w;9LRZZWSA2#FLRulH|NA^rXXS_JDW-Xy_oJ0Ov zKbiSOk{|l+p08%!I-WJC{b~4okXJsB`*nPFyt@6#$c&Y}_;Hf}sh#;`!h3Z!Re*Nw zxT=pjyqvlHG~r+4+bZX*&Go02z=s4Lnu;G;N#MmMn(-yeiu|eaeT!!a`BeQmi12X3 zALR`SeWSe0`Pto2v&stG= z+tT=_g0PSB`8L#F=tIUEmCutQ|7!RYhVn&yQSpAOi1gI(S%q6ZU!|t6^=I<=C&;JT z$EreqYW=Gu$_M9;zSh^b^|74!J*3{etl1t8<&kFmRv%tK$N#jQ~|5|+=NA?fx@gd=vB7azyg8op>&=364o>2Z}%=Wr6=?~?f zm&Q}jM^=G{i1<*RNJrI|3s><@D~k34w_1N~1^y)X)c7!dLjR5aEwj`gX!xTTuc3cG zYHHuRm3e_=?(C3r!yn)8E9)1Xn>VBJlq<*h2l9H4?bhs3#YP-%=vR%uhG^f25B3E9 z_zrsnf3>{Jiv9rkllQ~W{^75tkNyw!OT%-P_mdDFa$vj!x9Xo&;H~33e`-Z<7KlGhm*hhp{{V_k#@M~3m&0fmkfkzK{;Sc%XkND9Z zg_{`Qmd6Vie<9v4X8c$>Z>Y4#XXg6fM_s>A-0FC%v3S4WGQCHR_Ji>#(v#P}zSbA? zkzN{)$>U?xXDz%Mzl@Iyw}y9w^%FI`9laN!t*0R0@c(AL<5vnXvbSF$zrxD@thDNp z!_USqr(Z5J45)3JOn!OVr1#6)0`d9f^DF0$il{^|dNc&D`~ClcOio0l@& zX`7edK|9TgH6N_og;8`^msXq}tNSLi)NXqwbXCslHO{C8Se2Z2&-0hx;+>8petEsv z<#PXj#=nSXJ88jh>-GaSPPdne^)~u!a3lUgL=|E_ui`egX7uI0@$3~Xm_4sHYE(dm z1%jW%GE^fz-F`vH$GCmQ>OWmw|I@};7C`)a>y|%|EA}^zWU!7|mOkj#3vE4mDCdoS zs(ndyK4y3&MRXd1n0aEpAtN2^{`ZlL zLk~)FJnV5CdyylqXuTV!#Cf%4f$MgsRM+@X-*xRCB6~zvd|>qI`1#_-y~@2o`r2^1 z=f2C%?S%Z$8>poE6#u|xhhH$qnolp6 zdUr#dm+bSj+?&l=we!}H8&sBmP@8Fe|LJr}+_$dx}E6o{H0d$FdaWe=b9ZCruBqLF9k3S+k@a&9(a$*k45Xf-1qy`;`e@ z`ZjN}V;SpB{HNOfy{Xx!?!taUZctf%Vl#B0AM4HU6?k%d$N2&W`T%>RIL&wqL2E9w z-*GdH!M;tgci)x!bB#2ok9e_ufb=0Zs4Ra1owug$(;(x$I8sEg53ondXCCtRV`E&- z{vAi{j~4ICg+J}tiI0d(IzfwEziTOMDvE5jeKETc? zPV;&5aKfuW|GJLwYB27sNPLxuLeGlR`SPYnV@o=(iFof*`B8AIG{QKLY|F24Ty+{Z7 z29@)#MjH|eyCknSgAY{Zw`BiaNbZJ2(asfT;E86jO#OV>1@;5$b7_;`U_kk+>m!a_ zjn`nc{XzSa%Z~&!w4?|z4py8={)3ZPfQ{|*KMo&arAXkX3)a3Jws^GY{~<^d;>S2x zaR$w6u+8X{uqbQJLMK=}`4^w_QWF##8!X{{hEH@|_wIB_!H;qS zmCLU^o%crnEuZ%WAE?Z4>AZAP61W*r)HB7&ce{KxhR^RA^=Hk)ESmf)jBYZ&_^F|s zoEFOu=cOROJpO4;5w#$y)4$KfI-l6G1x*{D&V7(Yk$=8_I*lo@cBm*nj;X|eBU~P z>JQ2V^(U?E5A9lRKhPVftUus&qWt9ZazByWy@~4DpO@3TMJ)Y9uUW&6M2q)Y`tPub zpSgJur{IRR^aJC29ly`3J}JiDGiJPbH#0)u_3kxn`S7}G55ezF{2oNH4x~5(pD$Z# z^mZT7XUm6pao?!isbjmMDyMb)A0o!D^1eztO1C{xtOqI1;5UU*jOyob@!o~JKLNdi z%KE2h4bZ>5o(?|HAMwL}%KRNEfnG#WuS`x;{}=Pl_Cfz%XTFcY^i3PMMr4UCN>1MPgm08}Va3N^zR;BBJQLV?OdfJ}tD( z)e_o$QBV5rMYIG_g_z%KFidQ|;98^2;=FX!rga@6Hm3Ewt9IV_f^sZnolkX+WV+Cg zu0(a~Ai;Z)$gqlcqhnzFEidrIc}}|2#5MF+pnG!z=tU8wBj5zqrg4pK=&me*C>a7$|WY2 z;1t|q|8<4NuV_C7lh)dFNXTh5znYGAUj+MF)~1heXjj;0#`mA;$1tM0`e%P}Z4z5{ zHfF!w#(2ibKdaZ!b0te?>o30ay&wFED#YRAKktnx8)7CFTo=P?(0Akg2E}iW_2dZF zhko=Ws#`zwamy3SfcK5^$9prdGpKi(*Tv+a&+I4m@q?8^k_=y02eb@DHGfh7v_RSDa6RXFp{FJpL(g z_e?x(Y6-V`xh)$R)nr0;`?>dN1_a9pI(m++p7k$=rUjtxIhp@kSfVO{SR^4E>O z{5R!0V02hvXwl`>U4hr(QRLyAoJ~Y^ve({K`G1W|-joZ9>?@SO|vqVj9+6+v#$AIT5>tLraLoRYJ;{9%`IJ_h`w z=*MEB1>m93bwlnMeUA;h;I!ffqk)tmDe-Tw6KzLx1RG61rV~XvCTFECEsRUDK5W%+ zPPD+=sFdTmabbpToPrwy=*JkMI{U?=ay>CR5MCI@rCkXx4E)d==#TUVx#ab;u@uoH zq8R5WPQPESKQtzfKN{X5JWk+E)^oQx>vysdr{IQh^kX8?{P0lbue+V!F}(MN^2=n# zD{~a}e>{bsKvZWx0*@r#AhjQM!TbZ~iIEKQ4f><}!>-|cOj`L-uVwuqT~IlFOY47u zB*-+P=w}sY;ME%s#Cr#5KL=MoY?WnYEup{3#5a{F`Z>kv*Qibs!~6;BC+hsErr@7K ze7_Ra)xVMz`WzDPH6UK~y#{Aa!7aAG|9amE=|KNDmxAxmJE*Mx|IPU6$M=*lCO3WdCwQ^q&*6HwoX6+D_C~l`V-Ni z^*x6BVrc&z_Ie!cU!ktZKgtbME0QGQE_Z#_|6{r7qD+fC!a z_gC8Q?0SQ>A^-UcM^5Ngzc(kRVHy2cOBDH3oc1T}lGxkf?Xu)(9WBl;Z0otu@8y-Y zBK_sWw}vSCNyQmQ^% z_a*x;i2lFD<%gY@KGnwWD~WFvQJwurD0u5N3#0W1)T?NBrx6o-Xm}B*H=sYNKhUds z@1hx}kM^z;lbF-}fjjm!(AE#nj&|AAuy{w&e*Pf7t>5xTl^%c1 zxXj=*@1)0J@m|C4_2OKrd3E3v+_0H`Y$2+%-yxNsy<#3Qy<1huxL)9Ough~W{jjCY zMEWQ<(C?R@!GQW7Mdz@QKKMXo{wo&Fe{7?OwiDI0|FHdU-Wrn|s(6*Cm*diiSBd%q zyDHb89hB})qB{HM@L|FSqivOTzg_X#D%MZmo$>fBa-=r@K)ylc{9D@p0UxN$PhuHz z(~s^=l#5o)TsXdi5A^%|*%~5Wvi%65h>j7})!)Fk3tzLFw+FYrH0>O#OaAWtOK#nD zs)wjQd+7UqqPq5%RI{^!7vFYHmBHN(2)w0~LW@>aUfEUf?gU5Q zrODsc)B!8^4$`)MW)SaEzcbxa$=se(bQaq`!l7SN#}Cee{{RIzN>r!6uwPohx!5=a|G?2(JO{;(4{u6@Bcga0+fwe&Dsje#&^u zhbf{XM0M*A0qZ)vVG*?dfcyh*A#M5(6YsU8b^P{U*YDMA{rJ83P|7zAG|6Qq%jT9& zVh*R)%uC*^y_Xd+c7ShI7Y*<1IB}dHnoAdh>Ag$U8720=Fn>>*{P)IqC0OhKP7~i5qNt~eli&1AF)r)%TkU|iC&l^4 z^j{YC%D&8c`;Gns?MLoEpm)&k>pvt^XV(k{<(>_RD{yMB(g%!FP0pt^<{6_R{Ihgy z9xM9)@%}X{c_z2u6x?v0euNXnJWX*1J8ye!{8D^z1^3KxBLCUjUg$G!Q*BPcE!q!+ zL;oq)zY7%L3Q?W@Bf=)evLM2%u_6DDc5kaRJg=?4UZn4T64lk8kY@EB8=coRZTaiz zbK?9^1DChg?Yy=3A}$f%Wuo%@w=CITj9(oKudC!x&ieOeDOv;a|L^9H+I#6~ZGT7~ z?GN{`@E!FI^!xQsvmbK*A3+h_AX*d=EA^+W@f9mQJv777p%(<+XR>mBsCtunqW`@{ z;ja^goQl)`!^2eLnWgU8$2*)7`zLm*7F zoAl!rQH*mHr++$|hinJoWn=#|;BJjoNghQ+{*f-|_tQ5Rpci@m1wK%j-_rW+ZIb&T zQRGu`hHYtc+c>z`-X^gtZZdE3@9WvApv~nToScRz`Vmi5H-B(&TK$skO04*zoihJ- zBL6?a%hsPiMmxW7hrY)Ug`N~=nDOK*qhUnr)Xwd+_s*}Delzvp^v0Zm8=~pQU7|Ys z#S6Z_&T#%8b_M7Et?fUt{tNxf=XaoYP+9+~Sm9#+EVrLnk~@y5&VGATX#JiUX6&g^ zbHov`{xP)W+HI5G)K7E$fn5YX5hZ7_{a8AGpFj~kAgUX``j_8-pN%5Cc9hGYd672< zT&gJKzejxciNa1Q&X(-$bK_yD{iGFd{(m!n($2r8wf#}H#Q7unp6(+GkVq8uRB?t3 zTfCG7)oihq{dGl*U-G_dJhsWacASD+EI))p`EN4c|EMGQA5(xQM0NJde1BnZ(sMildO#o2P3O_& z*8jNRk)4euKhg!2(_cX22ee-q@9sIJ`+}&>{sr&d_mUl@`iJ_f)<3QOB3)29eTvqA z@dNOn@Ev@hGC%PC&@QHCsug;CX?_m=#pUUjjJMY2+If(?=k^A92+L^Cro&0>wJcZ`}jLd{=@py{r{{IewT*# zgnX*wCg3xrvU|!p(#Pn20v|-47k(Wc_!YnhdBR?rF0!rZEBF_h00LHd2)*K-pxWLY zxq9xTGvQAZ7x)FLe|ipnxYc!jZJaFb%@H03{4t)pMCal#KE^l^{%ZIXR!TYkI-*oh zfe-S`d>_9%xl@>Yze|;;y6~6pU#anH`T@Su*XhF__vCveEbryG*X7T-xQYAw z!0&+_l<)J*H{+3&7U7|PskW;0ro(ZKQou_Cwwh$W{&#< zh!6UKTTZW<89!IR?-lRS0SHV9!eB|JpH@QSQkVoa0@kg+}q#X7%%WEt6a8C05qfx$#O1I(#&Gz4& zUnD$_LgZHEOJ%bBaKj(@?oN0(re)|_SzC(qaIO#j*yjg65Ztg2Gfe{O@XOSBZH;g6 z-*Dbc%ZPL#7yMOyISPN(t<5*p{5T1J=pXTTXK~24a(O#5zLe*aVI24;D!yF@ zQ9n)UGo6E$?U{-n=OpkMVGmIL^7$cIzjA!4KkT>iet;Pd3+)~Fndoofe!@)6XSad} z34Z7Y`Bdd8E8*v$f7RiunDO)~avKwaf)A?3XV1-eZ@ThF`NCg~zcz)3{n7eUoTE^~ z!(YoE3ae+^S_JQ^fH^PI$AMWqx|J(KkJT*V_KFc5;NceVPrj6g-Jw*A}Bzz+D zwjy%{ro@@V2c>_Ny z++3gA3;UziZw(I;@S~mVZhtd_z^$$xey<|W4vKrkB#X{ z@#m%fstZRr>=VH)@B66r!CB%jFXUD0b9t%$qJ2Q#vLZdyH{|bY{ihe<(Ee3_yKn4= zT%XnWwDt%$_}?k;y;E}fsO?d~Uj%;b1M~Q}xyX+?UULy{$OrwHsj@D;*xdg#qVa^Y z=pWG^$nv3n!XNU?`~s zKhjtEQNAgxz{fmmzFhF+zyrg0Q`KiBUXJit)%Y}f@^$`Xyelm~`7)JVy<$c^A-}x7 zBg+H%)%YERy+MBD@N)i;PmJHYnEUg#Vtgg9FJv?0tGWt*dHxUlPSk%jJq_vEt}Z?7GXDQ~Tv!jnx`(3GB>Op^Sa_9yyJtVevu3oQ5;8PA zq(<(QVm;4nSCzo0sTg$YfrbZBNo+*XlR1$3Uy9A{?L@Vv0j(~S6a>p6Vq+}CVD1B!s+&0 zoh#(WIt|j*t%rGh9Gq$_-fnO2r0Vf3mKKnomH8O9tjbJI$r-SIjrA^jco@|8E8Z@d zHKX2_II*5K!!y#mw5N8S%sh`#c(C84*Z-eqpBQ---$IVhqQ!l{VpYo>?{~$OBN>Fx zK_9U0r#O8|-??b~qkM+WJUC9gKjivbx!W@amJ|8MIf3lN4|x=)bH?OIV}Xp|qxtdZwnY*;DMZVjlzLsl*=^ z)Zr0pSu60&n(5cXd8nexj{ctGv9_Ou{d=6Z(d|b+DS9)}nDrQ&5Xr*C`%y6 zJO=qK@yqL>)1>uKOZ;j&_r?3Oa{a;i6(AC7PxmDwfcAvnK{)3*EYR|9j7Vk%1D6spgd!d$`lC!A) zTy&lY<&X13*794zbAw)MP=u)Giqm$_+Q+PTYN^i`&&3P*_h$|$vVEUc|Em#Sb)q`` z1)l2r&gdPyZRz1@Q4Hgpxyvr>tn#5Ir{EUzk8rTRX&wK?)GE@t^uU`8{s=LDX+E;nmezspqWxLYpY3-0zV-|Ei}Ud9vR+(%Y^bY9-x7c1 zyEf?#?2Z=oFX>KX(c;DG3w{@pyCG4GqZFt4{lMQQk8kv>;Yo3xd`@5c{Bx@RWVQTi zv|*tbAFBP2_3eL^ghzBi!n2|ZYH%g__2n15cO4saa?D7tCoya#`Ijx(>+_c48lDrU z?~RG-$}iYv!T}c2HK@l_|7*;P{8#*TU{~J7eXY-by_pcm{6iLeG}iw~eLoc8)b~TJAOHIQM?Av( zLBAe#+Y-ef@PK74``R7o1gD`n$=!*lZv5`yR`iWAdfvgDz3k)JSn~fkX_}$e)V_kh z1%3A*sw;oP;4y2NTV$SDem7&peY(ke%8l!_NLxQ>Nqp`^3lLR^!^CB&Z0e9JJw{Z# zEatCy>)fv0=x8HR{;eo{>u>p;&n$Uj?0$62`-jI*iT1nkXyJ}!sx;&j++z779L8_z zI;6AUZ$klKpD+(sK6|t)Z)5|GKD)hi?+tODcUbA$zSjmj3HjZK|0klt&Jvyj&O>5e zkN1yhIAc-%|IK;8C~==Jt^FTmOPnXhx-q_6vY%?WAKwRWM-g=-s;fU9S-h_sJANF~ zB(eNWG5$>SOq!T2wi2h{hW7NM15sW5O=#NwHN$y$l#6;EzL+RKOY-NX@hjGEh}=WtJBZ?qRro6*Lx7Z-2ZvZTz&Gv=4giTLG#!J+upU) z?h|$)zOF=d<8O~!iK)ixE0fN8RgDz$?{r7MY|Q;jJ5IqZwjYE;`N{RS8wG%V5MH54 zt*^Z_`q6z-j8oT-nzpn;1`m#KmdY=J@Tf3;v^V2XRkoTxY*X2|#nsP<_lFz5xj&Hq zuJ!-kBuFo!sOO5)j3?8X#{XDXRmcC@`fE?(^C7Bhf1Ac_I&GXu?-?Lo;JI3BzdQ(! z5&BO|3UAXbYhF&tSzUe@zhmF!-|}Oh3;aLR4?m*lClqJW>O9X`=7jYQOI%~ceSpP_ z-uO2e;=(Do!IysYA&Pt|PV;$U5BBTIGwH92{-a~}+tCF_YW3uUvooQhLS^q;R zqNzl6_Q$8=(znJWo8_~rzKmfdN#I|m`!?y>I8dZNjQEBV%}Z1vNgpeJGQKU<@LX%p zIB}nTc;xaH&UHI*1hXW6_&mPk^UBi<^*4Isz^S*UI12s|6ww%>`G_hcY<~wFUN%c_J=Xex8Vbfsu`P!UZM7xzQZ%HBh`NJnu7Z+QI3=p7%NykTt&3nTx0&Bpd^?m3c^(=da61QFHqZ@l#0xFoh~ z)mh5^VO{bse{x!UYz}SxVJ3Z_OH>~JSD^Q_(Eq9LX=&|e7V*s{s;j?Ywrign-^NyL zGPB5Cfd|!Z;jTQLJJjS9+-m!S^20eT@Xw(izY*2-AF0c4BpBmI#hHI9N)Y(N3aF-VTI?CQUB2{`l;=)n!!$8zPapG+x-5V z*sQi6nE&Gb4ft2lj}1igz(b*hmHpq460JWT{1hed(3Wl39DB9Z5K;cCDSR-|%tRI9 z)2T-kt1=?#Xpln;bEEGgCT$!ss$g%yzlOfAC5m!VoB<HD# zPEL#Yx8MAv!Jxk`F_d4g#yN+)Ug&By{|UN}U5pakM)$Fi{yO@xo+#?M;^aq4KVTV? z6Zao!|EJi0-T$sf`7RzmaSCoxe!Rzs@rU{zV`Z!PQ&;BtxyjFa#QO7b=P?ZeJ~b2k z8%dDOM0NdFP}UWvSn0|x^`<>SF zCu%y{`AeMJM*4f{$04FQ;X&))?RP}~HvfL4*gx=HTsWl7Qmy~pN8$Gq)s=rl^Yw3y zkRNvG-_AcU{*mWT2PoZxM0MjA54(Z)7|y>!|7kt{iv4%!U+zCGm7gk>hKDGxKU&AH zo&S^hk5Il(5yd>&0#R_(S9<2e)F!-8EyW4l=x_(E6zhJp9Ak~f5Ud{ zaT(NNVWhx=xf;4~O3p7Dp5QU!KS5O2e>-Py_kyAS!@L0fAJ)%8iSIa3x&F;8Uu?QT zvE#YP-^aB{qh|-Kf6pX>)}LU%TA1)4&otl^okjbNa43IS|CY+{l!f;+!YF~0M0M*Q z&QH(1XA>nnjsM&5Xe{Ml%~q!4XutCQ=^4uRS)zLT(f!ybW5|U%75h&+E%5L&wzx8U z#))4z1-Dp!mezmIQABsXP2b=5=_BLeOO0K}DagvGpM9$|UGLULOaDCag%d?Tr8omW zH~MJglZI!_;-~e0xBc6?xr}YgDY!-XVSk`M+5TLhh;9-^J5ikK`PEw|=N0*IRh<8L z8&soX!+*5?^CIzGBU*&0iQm=pF$?f3bad^b6RZM#&$j>Qg(}aq_J4`KUnZ)nzeyL* z+++zE`mf(Gbgy_1`jF>?S9TAy_l&HoKj8w81b76LoZ(OU5kXYf|0iTvnapBx@SeUC z&WQ7?L+_0qeXXe0e_bKIt3>7gTm5|41$I@PzoZ>cBnQQx*7NhkCe9DY{huZMC0W=% zzfK90r{Xgojy#8v5AL(HJD6b#h zq5x4uk&fbYFn+pVw7EKHKyl^#9mXG9hd(G^zhfma{);5O+eGF5C(7>+hxp`c;{MFi z#0B}bg*ga*>*Uw^e_4J@{Mi3MzS8<0ANJqSf0ZIUJj$-Xya=QpOF!a> zVw_=0Kb_x0=JiL_zSpP6i}I`e`OB|19;K{KA9#Y$Us})qs$zwS^Fwm^Cy?BaiR#*4 zU~;a%nDe?}TVjT9U;*SmZ+E(MT^ecY7x(Dr=*#bz>UT9e7sE|AsZMVKaNDrhiNMw{-u_62B^z_8u_s7f4)-<0tfgXutCO`M=_E zqicfBKf|HiBPM02i{SA5VBe^#z_t>n2lkZT_h~-KPeAM_z$v zgz+@?<=}>XK)?3S%JCiJDV*!+O7&Zv=cF*$E4bzRhww*y^7sbh6_r1;NEh#*=Sbf!~1idJsNM{~!40r~CE;zVc5m zhhkBJd$wmdk|g>+@0t?J=TSQcT<$`SmgUo z*gsJ9QCr|MsCXN-B>aiYa4?`(e4MMejvPje*^UcxM^v=I2cc+WiYZZ^kon7x*+Pzaux_d%cVNr82WT+Zzk~H|TGY8Q-Oiz|WHJ z1E}!)CYV=dsqE|HwT|S=5vl!Js$OU=Fkw5mWQD5L+%bZ?wQ6JR&0bdFDg>c(a`Du7)U#F+p zH|Q7r73v@K54@DG`8B*RmEVEGANCUb(5I^3;*$K@{0!v0!SVZj9fcKk&mXpYMUbQ4aF?8`N)<55mC>e|(qEuiP5i=tHYn zKD@h$!GAa(GdE?T`?cnf6$aqBfKf-AN`GLzwF7rX!{DN?+B0bm-Vaq zr!x3MPE{XeIo!}6+^TTeng{2<`J$o&EM)$|>u@k>_8t<^6TU#%|H*A#~GgdC6` z<+r5S#HpKmw&$l!1|zjE;h7c@`B-7bH}nwxCV1U(%UW=A|J2)yk2d!=P51&6zNpe4 zLSN?ktl$9x4+!lScyDU`Lw{;d`hfjNWw2i=-dGJazrS}9cs{@*RrB*igh%?oBU16Z zDv~{~A@G`@5A>hvK2HsSm!#s6brSefW_++=kT;d7cy~>No>0G_U$if{QT|95`%0+q zz(a%^?Lo~?dXWy|gFoCTPsFdf?F1j(gU$A&9O;`2JVCX-aZ!H2b42H@2 zc*p~L1UJeDa;oyfo}$0g`qSch>aVKZY@jH=ufu2No~?4_8d+(eXiv80@oOuAhbQaj zju}s~rKoQ^{2Pb13T!IuJMf$!FUI?jx3n40swlpS*srYNXZrqr(O1|L*bDf}>qlrW@R#G0(?9IJ;duOm zUP8YsSn||6fpDiVtdAgn@_L6FpVptEJdj`XPvD2X;V~`+)F}U$_ac7x5#% zs{j82kE>?(bcOyO!sB}F=i^to{NzOw7CHGj`_=HP+2-}MMSivY>iE_5>+8p6`tdfl zBYS7XIz~ED?0%w!plE}-ALHEMm&tx#;+acE)#KI1oAt}5YIs^$C;Ex_aBf3!+6Iok zZ~UXvc;_8gjts z4JV5AFcM4LE7zs(-|d$~V?fhI8Cxa9vWJvl{#5trThosb{8*ooI$NM;jeTSc>tk1gar%{3*;jxdT+s}_k*CNIkai!YfN`J+(sTBW&`#YOo-Z7Aq zQ@q=X{TkhQ8lUJA2`qBa)k>eP$BO;1mXl($zM11G(#QHW_5nbZ_|5kLm(h7T2TD*u z3+(^GLEBG*zHG=}UQeym^I`h4kK$P|^7lAXGd65sE0KP7iBGqlZJ4?29y{oMfPGGl z7w5T}#eZq})XjQ)f7fgEst44+E!G3$f)}=U_DSpaP>(@nJgJTmWy-E>bw%8#*j{Wv z>nCe!auVC(dYl?gdmj^aD{cJRc?k5!;Kw>G%3ZI&5ntXLQ}fN5ZRm7WoM#>H6T10* ziYo^{@(n8I-_m|8_BrxXglJESGwg={W5)Z}8$Yw^1+gEwByipClyQwk`9ogRd)NU ze%$B8daS%24ts@sBOOIf2cOp;jhE{cs+F~VJZn!GSz#LQ|Jjq1)5`j%;i0Mho}J*g zr-;x#VGm57AK%-?4u?&34Okw>JSbe9^qEGV`dPzsg1s+H{-}qF(~QT`yxOH3#r}?G zmB_!}eAnSVUhOzJEy|Dkw9rdtdfy)WMd(LSqNs<8(`!K6BxCZ4Pr+wn6vL7=yfqyY=!uD*Eri<3sP;`)PPkNEh_` z>1%kU=48@f|5dS~T~L29e}Mdz>4!5>^oNRb%hjH5*cN)<2lfN+`(WIRa;ZxE=+70W z`8<;oy$^``ThIJHU4*CDL=UKon>ksLI%IT|W`6%!( zv~$H7G3B2J%$N3q zQ7?y^_k%S&8psX$efbUIePgVLQF4ab^rH?@^v8+l^ABUsy?{AC!Xy?9P-fh~E z_WM}KmpVT#&M7&I_Omyghe!R9?~^0npmP2_2+s)RA66yj>L~{ciS+A}AdD#5iQ)`i z{^Y(f;^~L*fRrO*{90kxz?XBjG!y&{h_4Y*UHSXC^nS>29}D@%`@(2{F2vW6sIL8n z%&m1_ybp|i74HL6aEto;U!4cT_y_CU)~3IP=5Nry-2bB7K;`mN(+LU1JWX8(cHv0B zG5v5Osw=;c3%x$G5o5iFcKY))YYGPY{mt_})A|or`rd>n@@aDN!Jmy;%QZQbJTr_T z-0C`C5({{DX4AXh7jP*?tj2EE=H9URpAY)EkX`J@3$bno*vBfjQDb^T}H z?JOUR`3VmQ-%menoM)~>8ANAMeoNUsHtAbM2t(!ARlpp4`p2V-4KL#Hv{J|KLay4ns zw!7j!dxg_)CM?`PMx@_?_&O6sKdm^ov|VtYr8bPYn=9{G(SMBV^>$Q}y*B^pNPL}$ z<|V3-;2k59j6MyzMONio#C?noCOpV^#t{s91C{mnzq0?B|6rfl+Vs_MDFTlk>+9h6 zq91*T%HxmBYs(c~xG;v@C;v~Q@(md|f3zsSF7(}pDC~sdG~-FxUUogV@{c%nnEXSI zWGUEd%`m~=mA>~Ns++$=yqf)tO)TV=yVTZrhWa%sZr-DJdHMn1<^_RUVbLo9N!#E{thAIayx_04|oJITbc2n&U z-HJtv@n>Cko3nl$8Vi1Jil`@1UHwlA-TuHhoA3m&zTt1i6KpB?AvdTjzcb-6qyJ7T z9<$?W*DB#o(W3o4TvKjq^1+58{az$@Z=$;P@3UgfC*$B!eFijGaF?NfyjcF9pjDl^ z3x3EAD$7sN8c?pP{mCl$f2IJwM0Nd#$J9}`jDr)8_V8R8EyfQEo(Go*n%7P6BVABA z{q{8f$M{d4|AP-y=8p<64k@`NO5ov-`m@}@scp6T)0gD_g{W@)%4>Xl$9!Wiep)v- zT--;g`M!!zyUQI!{qIM71BgOTiZkKd$|M#LG(2%d-{aywu&bkY?Wb!rJX}BG>rYf? z{{pk-e!~1C+m_xGyIrim*KFiH)MkAfkv{SbD(9b~HK1MN93j4g4^-yQO7}_8ugUjG z2U0|Xh+;iear%2FzhdcUxV_x%7cK5{jB@y=Tw-F{=g-he4sM_Y{C0!#zw+vFyIbNu>CbFk#7Fn$oPrxh(vJY5I{i81TperdxVLMq z-LK-s{JmTH=_jJ=I1Bz!#5bC#uKs#$`#s6H%Duj`!RLm!&(Y!Lj$V%at)IXDZ^j?m zeQKN^AaM<2=*L*1s3(fEdyT`2-JP55LJlzK1cwqKVn_(->yHR zUsC7qH8_%)NIxbK)y+Sh@_u?E-ZT2YRezI7?wLg8`KN!+1Gx)cxXVhCzeA;I?xX!$ zivD8?egBoHZv7x>-pv=rjdUNlIQcJsSa#(8@l827t+sy{|H$W2rcy*Rh|1&N=5?}o zpXnbX@JwF5NXq3OsJ*8&jrgV$)%Bm@g)_ck_U&f|G%X(?_CHVhp&0+m=as+*D)YrrXEs6TUvFPNxYe!n~9KDD{)HP)8+FO6qM zO2%k-XulEPe4@yw;`GTI{K2^8c)6!%Gw);Bh`*8B+^1C*jNla9FqeM(PE^P598o3J zShsDvhpXG&7VlZ)?vbO&{lJDoe&`KU)}I<}cqrxt>in%br{oOt=tmGfXw>7aM*@3G z`)8P!-5@+X%8teM^E>Tdp!~3Zfn*>z==bISF`oAVifA=az5YBRKQi8Y`OZ`C*Ngf8 zuq83)9gb@A$A!eVjHs^vG&m=|We(N&&Q4CN*(>sYxoz_0hFvuNMf80!QC<5@y6AY8 z@eiJ>%kQ7g!pT2$-jJP#_Gx%b$T#Ts^KUR*1LvN*#lqKIXusoTn0QZNioN@;+@Cc(nia&ilBiDqsZVl0 zFglR^M7#~jeo}CY^%v{EsQ>EvcR_9~zZx#s1^qwn1Eq~WJQVr5U_ReoQ>4F!B3ern z^CZQ|XWB;@d9ZpP9sPe=@1s++;+&j3e@3~3%H@y!1GIm6|6m;@5JFVf{sP}Fe9ioh zIG$>uod0M>{$8iT8(k`=-KSko-!~K0tsfYct%_k=9@kCoH8PgfBLB)hRU)1_d2(_Z zHqehhi0b&mR?N7>_R{zPQcQK)=r)EY|n1d2b6m#Vng2?meEZ zJx^Qu+W8}#&jtTB`mvK}R(Kc;4t6UNjm3jsIBa};L!3WgcdC@BlD8d4u1sFq)4kv{Ye`i=g7uzwHvchQgC-^!oBGkstlJF^Yi zS1(N95xpIJd&kr;4bKSag39UhPSfN5;Ty#GwaFEa_rF!Pe*Em)Z%DyoA@KswT7J)R z56QikXaS-M@o4lh)u=iXTx{w42Ga$U&viICE!uB{L;aWQ5AqEv=O6sJ=!bg$N^Ae% z1C{w5S8VCyyDx$v{T3yi`n}4PpCjG_^y3OqUH#)eMb5GGWA;oMxG0J(ApeQsH>M4p zslA7EkiMTKYDZKd%gQfLVqU4)c)V8xYe(Pbuc+m=afz?!{}0jk!$fuZ4}3rAlhJwV zl3V9PH;eVhjGda;dbalA6x^czvHuABFYo^!p@@zW)wN%brleo;-BUz$_A6qa{b}YfxMAlMhvj1bu=ldiVlIw7h5kZ`k1DD-=carP z8a4183-+pCZNU9a;yp1R6aRh$vO#H5Vxt<(@X<_>O#o zen0=(dj|6PjdK*yC88K7Do)${?_RQ1JKpE&A2 z`;=k)i~g_ji3dYpZqo30!-?+#QRGu`di?bMq0wf1a_3wduZ#7|Qy%@BHh5o^Q*evr z_x<*p$7+70gY`4qf5Ug^9aPr8Z(@m+0d-D_{%c7^@3m_?ml5e-rilI|iguznZLh}N z6YUrEU%tyG>INpg~Aw&-eMsGj>s|A|lE*Z2tDM+WDay^gV&7uKotaEcwh_vKN0m zHPa2|K>p92r(YV7tnGi@r0=mrb>$yY`%p4-v#W8^*gHbJXSeJ|KuNDlZH4}B5nnV> zo&J}-J8;SP8?B$9Usu;pwDX6N#CPXg{<^Le5{!k9J}q*3OpG}H8h-OwV6!pW`r~cl ziz13~s^YXg;&q<^&o&47A27e?Q%lH?dJ8Jo-%!Gngk8B~e$S*jr|7IK|C{1Hgnw86 zqXfTPf9{eXF+_Fq=Y&7Y#Ih}u&Wygc>x95V>#*13X#WaMR?BZ``~$s#%KB5q3KQ=M z$>-1GNbY!|y77zcD&;*!;&*}mP1odWWv$C8xRv_X=3jF9kQ?;-@*4zBDsWBGmcDlX zNj`sapCWopv@jwz80t>ipTPRMkLa^Sd5;tIx7?{?yP_&<>*o(Bd?HcUS;e_=e_Fx->ut5f9gLl|6fY|M_R`Zuz%|K$Bt8S z7R#@xh4}}{4fOlvC%@;I)#~(BIWOb-ra?ac_mnd7f++H-IL+@#xY2uzXqQjT?=foU z_n#5pbE5k4pD-kX#%~egJsRBKrr;L!hj6GD|IYpx46v*6{qUERz$>D<`Il|6b+1@< z!ed0c-Xh^KqTE2gUw+#8%R^p;PUOi{k|ST>1N}a~hQ}w@zaQg)y>64PP5K$Q`s*gH z{^mqdW;%04mLt!X&gQNPTvcDMIsD@3^p(oBpUF>|<{5XUa{Gd3R%R?ch|g8vDJoX< z=PKSvZ=T)+m@#4qzdoUT%A@AJ`B?=pqIJgsgm2T0`48vm`3hT#q$nMSAFW;E(*9-~^nLUAY<0 zNWmjf_2I~EO#zy87Whwj$c^-(%=ly-Mf|u|1b;RY@Ex&8nj3;9>qUmFNK1^GV6*Z2^b1)dk=fPB#3*KQ3@N!3qN(r0=V zUu#%-N&d2uJB946!GL)x^rfb!`QskIrC(#-?<>nFT%u@-OQb^1)xNufP{eVe)xzghzh9)?W(Cu2|QyttRv5O8q)Aa||EbbaJcB zo%`}>%CM{B=@Fzadye#6Gna~55!8oIC;ve6`EnorN~ylKi-%J9tZMr##Du=pag^qU zJct+e1N9T%ubA=Rdh(@;J$>GM2;Wcmq`+%yNceqf`|ZLPlRdFFL>85RD0T(w>QP--$CRT@~ZezTuo2-+l%@S z`(wu2QSjdozga)q+llsn)C4HB`zMM&mC5!I=L%82!0&F1X6cjV^&Lc!}p{fB+{+CIX*X!ttlkG@VXRoE-Y zBiAS77yf2`oqbfxyN1v&@{904iVyt*<^?Ek71t4HNdy?bW9{y$cKz_RgbUSdMYihmd~?lg|U> zGvgn15&rUiJ;t9X4^?PmQIwCGAFcjCUti;dp6)AN#M`!4&V{8Cvn(|FP7E!wwvyw|Rs(5t*Jf&4+Q*f;pP{I&6&8Xn^b4gU-L zSa*k8UPs4xL$zUiH>^iK$n_Ed=aTNVGY90wk)8owhq4PQsxI+#&WF#`q=6J|g}40rd=?$oDe7|&-G@B6%e z{Pv&P>h9{QPSri#UDZGM3%hBJzp&+0F*p~MQH#F=?_#^pbdukXbxo@zn3(Zh%N$pJ z^cRK?70rHAV;28Lsy1WuVUI15Y#l`mbFNga-}h_O z{T|rsLVoN|Vn0c<-xOQs%wx8O`~_jZvgYR!jS2_n74lol|5x|R+zk8$puS2|fi&lx zp*5?nVG|w{_6Qmh$&OIGd-u8PzvfWyYocEBQM_iqkZ*3ji482DZFA3y4_Ob2Kf^|c z3@@nOm%u(U&VzGMIvK>qjQYgvZvXM;i_)R2GKD*Dn0g>>@2=v!Bol?B-f^xY2fGEV z|G<(a_)ThZ^|J7HRC(hO?|){f_cb#UJ@_IYIXEb9|4+=1&MQh#I_11V_4k5%EZHbt z!#}B6r6pwxl-;3otRQ|3baSiut(~`Y3#+lyV7WxbJlTi@r`*@dFZdgkUlA)<_&d_Kzk`y%RGgp&c-tKK$U^A- zsFD=n>Nj@Po!I)K{R&ff5rWWzGU|2e*eCIR8R}Pgzs&mg50z~F#eJ)s^d1JWGZm#j z#Rx)=$Y}7>x=$rvnm;km*7~2!pX&FJQT-1z82^|TN|F4SPh`~Mud^Y&|AcX+fBy;X z;z;z+voh+?{n0CF5!qX!{9zfF9h=^<0H@@J`Wxw>|CH|r+Z57=iu+=E{b5vp3jaIe z{V9F_Ekgp&WdCU|q5OFN4f^XvY;d!#HgzAq|e>H-d`uF`U|7TV#&F<`FyIm9aRi1PWKAGTIT=X9!{*bpm(K=Y7?|Y#`606SpBceX>p~AHetKOeYexwqKhtcN%?(M%n!5 zsQ!)obt0odB)6vhJ=~7=V~!){1r2hHWRIu=!J21M6}AoR41 z@+Ak8Sj((gOKy4|#{Q!CFbDr7C6B1~t_>-?89{sxnbFj)VbZ!2Ba0Ty5XRyuzSD(9 zc`vM($O$zyqCbrZYUUsBHA!EjPU#!8U6l7WL;1S-Kg&0&LLWhI)PLN_-vRVr7mL3G z2SMM2_%{2OikNAE+(yZQg zzolISeiBO?a%$f(8N^|oO}-$#&zFi`?7UtTZ~h3!}>?M z)buB%>u22e$Nbmh@4Y@B_UB45f2@C$@8^Poz7xsSgP?x@A!cdOnqB4ln#CyoVfTTh zo;$Y?_1BrgyAagWpWm@BvC`KjeGiXLd?@T~R{7?s(rJ7{PRXsVKh(c|Kffzw)SaNd z|MLAu8di0SWLSR>thwxbc4zgzb~mDPC#aeKOe>$im5#nB^R{)<2w|`BPto88`?|Yw zN^U6sn)1W^KR<|MzY{@$nSSezPcLmXeH6X_jd=<0e_P96Nf#}?zi`eCdJp>3lb~k* z(&>$7h~&5CYN7GFPKx~t+Zy%mR{q<1`Hj|3){XxFG5(cvn-ZMFHT9-Ho(RxD`$b=* zpa#oUIYgXcjVZixuM)>j4C%;`%!ohczqCZ4pa1$$cwd5OXBmwR_lah1_m^i*?CdZ6 zrN(S(-$Ux#UW^|j{z|q%f%rbF)pbv%$lw;7*qJad45R?;XUV8v3F$q9y+7u)(iVGv z)n2GS(G4Joa>^**a7Xr6?v$uf~h$MiYddkx|R~cTU4=@>xvk1cqi z=7yo7{|=|{5d<~*GqlRHH!Su}(RH^=?qTaF{*cekHvwP!3wopWQ^u|84W6YI<= zJJU$|Gm4<5{5&mx$^2(`PZRU%B*Xfe|6R7`{UPf4ixGc6H;haL+V*M&A|tNA=dO^#$n^#^+!j9gSI@+W*1&G3}1L(*mMPa7u0{ z|G&@w*{r5l_^AHs^y`=DB*+Ycn(-gx)@g~<;e5`+Ek8UG>(>FknYQ$K*Tic6ocskt zueVO2zu>{-F9-CBznsc~|16SwHbEPLW)P6ZPijp5axi}3FNf5*Vf`aJtV?iz4&ig? z&s>7&XEGXa$ngbh_aFVGf)Dl&^!?Xp{J*97AN2bD*ZIU?!H@ErYF_*zt#SJ&=Y#W+ z!rzAJl%JhxUR_Sft*$@lFMa=8NE!JO)X(2#=XT3nyy-&*y;7>w()ry>wr&xad`H4~egAcw7mG8&$g8vdqu#{kW5Xknb zeeb=LaDI<<70&OG%!q#oogbtAf7Ra(`n7)lz=*#^PVc|O`KkW<{SPY0MS}YF5BX5A z*1YZEY!k)zZvJM2?H%?0%L)oVPEfOd9O~ctJ)5`tsr{MB4;l3H-3oJk2Ubz{k5&@h z8iFXNjJi!6ktCJP`09Cq&EaDIXxczen{{6OIVCr(qCcw%YTD0x(xHniuaD2RcTZG% z%WCHDr()$(xPDXpCFu2!QT@YS660U*uLb*ZJ4k*_{l#ARBTAZ3GuMb7UG6gviuXtx z-_31NUrwlL9sSu(Fef79{_A`AGlRdVvJ@V+_fbxtqU!yb^%U+$P@})2dhdEF&7$-F zQWPIQwn=TLU2dFE(+2vpk)US&_SjJLrG)b%ge&JqRRz6K{pt6Qe$8K+zwlS7AOGmr z+em&*{dvjvCs<3Tbxj-3yDju@;+cH~Uu;tS9c?DMKYuL0ZJAS#q#Pk1(|J$2EcRc9 zmZ+EJ(!u&xm*438eGBp3N-#S?8Mv=oa!?AR`&+30Q!@jb-6*8)9~srZl3lQPZv}QX zU}HpIo9u-#F5gxRT+_#1)xSpc3ZI}rjGvU=pMjj9*PlP{qyzy3vCfdupl1aV*|Y{R zUN@pcSrv*8>ymCup)czFxm^@~h@j^CF{*0A7#8H~TJyH&HReR|SFbktusTfre%npq z`v_{*f4*r)-DbYG1H5KB1PXtJ33-;UEB8ztzk7&oFG19^jQaMu_)v=4Fm~ADcN@k0 z?QZrLG^jDBs!WJDzs+9# zezn>s)b)oy(H$TNJ~GOW)=iLnx1Nl=ko%PI7kS{**Wi@gu>44e`CGaFVg3CX z&}X1OuxmxQQT@SRF6KqOzq7-X(Gh~0{u}jfuf&c{_Bp<^TO3yT z7VHH76C}tvf>90LU(&CBf1v-Q z^!pL@2YUVZKTiT)Ac%eqcMt^vm9}vr&Y5j!n z0%iTA&VM09ca0$Alu?Vn6D2snB_qW@v-m-%mg4Upd>82NpIFy_)cfoD@7Eh7S13UZ zaNCnUj=^6o_V0e}{@cvNg1peL`gt1bcElqe;Goyr7a$(#_4jv`c-R-izeN@y zr@p=v{}}azJ!ta!hP@#COQ`-Y!2kBx;KW@0>j?Yq;^aRD^6T%1C(j@4sjfd!KG385 z*yllcfkO`9h(|c`1KvHoL-w_+Tk}k22C|>f5_j+Vm0nVb!=4%T@#gNCcZ9mGMtdPX zxqYS`haLfcMSj&j81}W01N}iskNSnZG3=)knSOp!(xbm8GPJk;9w%_bgKs%=!0RSr zyy^4HYPrvk_(Z0^-xMcB<;V$gcPm;e3oZl(y$g<>r zsgkglMR^tZ9Jtb-i;MB1)TfQWlc%>8@+QU{{33ZzTI}V7x_aUp#5r)e-)Hh zf4@SpKZiYXIu8F5g5Py>{_1|5ULHMO$MtKL@S)>{{}flk6@M&kc){`&LrCnpY-jZf22#Q!;|{mJL9 z9SDa$RQ*Z7UzC!+z35-4SF|7Elb0_YU($N%^m+xVi2U{EtqOg89&K4iHRL(Sp2yt1 z2UTf6{ayV&1V6+p{F2CjLs2n5D)Ol73iKEFV@mGtD~2id{*3rx{3J5?w?KaS{c453 z>hDIc?;s!Omr;Ev{mn^?Bglt%=x6=;j*@?BL8tUzb^j0Xpa-t-SH};=8`=^5KiKkq zMLQmCUcXcu#9wTd7f^HB@(yMJy?XP>7X8*t@#nR>r&vFM{@?3Iwf9%_PXity=l`W> zPd<(GWvsaYPBj*I3G;gCNz6f(P)_qCcX36#2QR zSM19o9{L6P0`&%n`C0Kt<;1JgdJX<8Ec4Bx_Cg*@ezM)HQl1!A*P{O$3mo|&f9&%m zk{*hwRevBJ`6==`Qh)eyy@UEz(kC*k2jTw%^@IKe9Qi{I ze5XPlrTpsp4&RYTkNN_R@d|q64;<+L5&z%)S+sp#s>1&ve-`I{@Mm$(8h;j>sbV$z z;jxVtC$TOKyL9mV9?4qJhRo^OU&4Mr^rJtEsYI{Yj|f`uAeK$Y>|Ju_he(!{=-dBp z8ZahlmDo?f{sZW+Zy;yq_H@b@X?7yFplHa&(%;{8~gZ*d>< zoLA5Dzz_Q+n*Hpch)*wB0KLDC{FV1d)%*C^C&PXv@-xf-#{D^SI5zIsjcnnzGrNL&b?b{Ka`rfl={|-91x&pBeoO>jsEv zRQ~_k{zmtqFy3$uuPMJ{(wzs4lRXgne~)+nlw0OoMbw{>{3s{dPwD?3gB5jm^zZ-C}!L*s8{CSA31VQve84a>8a-Dg&b}MCCzLSMhe4g)VD{g42 z+Vg>5A&S=kKhG|S%%M!~(2)0kuo)C_p!2!@4K*0m*04C92FpzjJ$fc`wdk=~DoeoVb)d^*3i*G>{OIpD>)2)#(NNf|j31RojoY9H}Inp3D) z`T4;CtUbjC)}J1BKf;p}YIq)nbkL7_zlEhJL3x5mC!>B{x4dQf3si6WePR&f6yIK2 zGskqMyBNQvDZC6pjsEcRDR`F!Esb4RW$AWSiQ;2R=BO#H>%<8)l;7w)zbs``jv&UV zjPhwSk|f(~L7ze^`ic8A^BQ%JIBRP?e@^FV$X9V49x6keAg=2IE9*fVc=zjsiYn~}_y;$1WKJM^viAkqJ; zA)FxkiHwGBU-^Q~;U(7QUwTi>U%8r`?EJ^VUV^?l(bXiVssCV~rJvZi;YVY)J-Nb~ zQ~V73r&;qJ>nP}*DZBF_)NL~VV+*@lIi2O z(T$PZaQu&}v#IdJEn(t5gMDONKw?l$tLdG|9xofomuF3ha;eHxvzlHZ`zGvh_4_&X zC|~qXLd_s5dS9&M)&AR+EeHLDJ+PqoA&7FyXq5fzw^HcJRv9KaoE82I?AI;5 znmDu)r{sqH2jxe-{#yC{12KOo@1K+t{F{*=Lka5juS@5IolRozvu(7nKXIT`2D?)} zLjOT8_9S}rQyKL)`%_%r?ZoYAS1+<$mAB7kWEvpoTTyr$ zf;kAvz_;JJFVfJS5&7K%?y`{-eu15g?S8HoC)DIde_9jN=#O!`hu&vP$)6SGU*-L_ zlYPg7xvI=VLsV z7i(g*{FJS!F#X~5-VDNx%8zu|U&MI;!aLI+4}zNSKU^+9CQTY#({=@!4PK*Al%fZKp-st`K?vzmvf`yQ=ynfyj7eUke z9T$vq`8BD8H-4%=TO}(;YV=pq+__JsaiPUatZi~# ztY3B&7}zvsLlsWRO`i0p4?#`;b@+PiC|jyqKmMveY3LY!e!FF?tN1SEQi;?bCy1d>|QP3Ol$M-ANANudt!Nhk6!G9lr zAugDgq5o()H`M=>tqJQY{rd|>@`E1zN5B3ZMhT!F^MXL0KUzllN_PUfOw2F)gTp!_ zf5iGZMO*abNMwf z2z#X8JZD}wHI#EoZW={@MibP`Ki)Zd?2)j3Mf>4CFzBtVKeV6z{KkmBgMmNhu_Va2 zALWlay*WV&80_TVEKs=j1~5{AnW5O(Lk#AGR4TzLxeaKlrjo*h8T|#*fN0pzb6m zPRR|&?|;3IAA6iftb2P`oS$XtG4}ZV^QEljugLl9_An?X+7I_05bjNXRuY7sluksdI#a^>@^!)_-lzu-s>dudT_51i@#;{?0Sh|pY3#$-mPaoQQse*OLU6}>c77ykv|XY zFM8*0wJ+;8)t+=7(ak5Q(ck`G9bU88HirAr^pC$wQOY0h z84+q)Kz|kz)bzigrwcS`E@kt-pIATOz8m-($-m9u{AV#`w3J{@WNb3c zS+*{em8boC$p7c#=+(FVD~S2im(njGsHy*ew69|%C0M=xptt`pk{{xr|D|;Q6!g$b z`t{E;O0b-urvJ*mUav{`{=)u+a(|{UN4_bQANM#@N{{(pFTWB0UNrxs{!(fW7WS|H z;IfJGucCr%B&gM2gZz@%xE^713;cFioWB=Y>a_UOo<5@gtR_0_Pigv}?S$wr%q`oW zU%rjn#IQcx8FAkETX)r;?HZzAPf+vy7rP|zixf4=XKIb#mNLxmF}AY&Pt-&1Lv*kYk`^kd=Ab<5b3eTzRVW_A7HJq3*4 z@LzgQAy~X;p#OgUljJ=?P@}(Nn=EH|!64ZP-&OZ-wo~{Xf>`IssO9_!{%8euf|aDWTu6-EE0bpKd=4@_zQ+??21UH{O(`u<}yevIA&FrvqMG-!Xl z{@zCgIfeqMFzD5_c=mdm?}@VGBN_JJs%(#|>)*VAsQ>+x{wP6=Ga2olgT=Eh^d1W4 z#oOclzF?Q+BIx~z?hrxfIT;OoTRWVYT7>^TJ;MWran)&19^WZ$>i5?HqB}?s^Q??& z?oWoeK(8qFVJY{Ag!PM}e~WWsm*V!<&%cK$qay@0`wymuHmg`#T7RQnu>MZj`cL)e zl+yc0|C{+k^=G5!A3)_kP7wV>M$;B98O7?JdwO$j&RfEtafRKNr>?D=QhR>&{8Den zU^ITN8_ZuPN$#@*(NAR5qt}60WioRXVP(VrlKTK##)GnVC8wBye&57qnEEeg1mPBUAr zztcoV3vH8zzhC(?@1+2pKgl%YPco(b5Bd*w62#VU{9yeI{iVNuX4HNPpF6^zhcf4E}LFN)oVi`DeYY5yL2QU9LR&+X~YS!GXOsL+1rbZkB!V7^#Xavnc_X49gN zIp^{BX8Wy(+5F1F=-W+e5!UiFnxKAb;f^YBiBB?sX#`{1sfapGLf*2PzAC z+{;2d^wgojxx4It?|nXk0i=eqOj=Jv?dnZNsM zL$8pH-RQk(&M%O?CE6nu*@NrH1LPS~>1k8f6K#L6UsmE_zn@yvWAge=C+ydi^woIN zdNZSvkRpT#;i(LU%Oh==^BF9k0l z^1;0w<@~jxu*cKW>+i=5nNq;J`IZU1h-EzV z8!P2a$8o;_^!ob>N_&z1loQF`Egb(o)`RN9p4aFXlyTy$9;82Qxndt&N8pOReI3zW z$=g4X;d~wZ_2=dK^KXn7wBJLrAIErlPyT07zU1RawI>I^AK5fUtjuJ_inc@ZK_>T}1sOe|>$R zeERakKK5tj(Vr*b`@rJwWke}qf348NUkdDVWq%D8d-GzVKR^!jXW)?cjKzP=F!IMz zgSRQvINR+U?YUx4U5PuBe*}5Da@?P%0{6A}!zd`mi+=wI;|2Us{^Yp2Uw^=}+^M~1 z+lci+^8R4YcUk0XCHjYczZ>tvqdxWf(F%Xe*NF`F$mq}d{a?tBdP4i^anK_ixIR6~ zkNQq7Pdc7H_w|%3G`>gC-1LV-xcA=2l6GyZFKSI z|Ii1(F+Wz~u$PBFCd^mx_kjM1?|JZpyug3fzMw}srGE9}Q}xGy_~h-O&X0=zDJtey zv={W7dHNkcwZ8C2V_qJa=R4@f72AG;g9KGK8LY0 z^nw0#e)oq5Ce9K3Ni1Qvqq(o(dv-<~v+rG_#N`tYguUea_Qlqnu^T7&V}A|jtXla` ztcjAc_~rH}|IdAfeUZgGvow2|bF|=(eJs?QM*i4JeXmGa2JGByU-lMjP33EQ+Vl8t z6?+T*=_xz|!Mp@z;8C~6HMZ^6c(-G%LdAWf;rHjpyB<;PRq!2;`&1~8Ot0B5jCLtS z`FfZYk?a>FrTZPY2XMl?(B0pHQ+9^?9Y}}$a?Ae4gPMXK`%5^dLVe0~ZePRCG1w~? zr;K9nRoP$eSSukv^36)|n)-_h_Df(Ljy!GoRqnqy2Ux73IX%>iR>y;QJKx*dIf`)AWDu zyT#v0#SXQOoKx%$LqF@hZ`|Z5n=7Q4KgK!qHuxKre*wM!jee;=ufll4emHPBfB(9H z3DVap?S_X}y)E_&&z9Zv_kt0wR?FYU!2d7$1?mlYK<00;H>=-$XsTvwF9`qB^JDjw z858SlHGk|kqx^r_<&AI6@>)$V%OU?lUC@457c1c=>-tYnT36^<%%7moLw_)C&<^I{ zK1)AK`>Izj^lj?{HjvU?SRU{&_-kKIsCE41#3;YQzo4McM;R3%2svcbcg@VxY~0jd z^|KU+V0|e5>&4WqYNS#5;~WS23Hne@?*IJMSIMvPj!DZdpI{Y;eqyHmeOG^M#|br* zAMY2S|LgZ_3sOdf38I~3G-!UtK$FL`u?x* zN$-mKQ`Xb!_g7I8#E~Gzp^W-xJaiqW6q1U3C< z)nK<+c5g-QDH&Eg6#lyp`2St2^WXIay;1qW2lGr(%lAe(L0^Irlq9IvADLQy>(%a4 zB*XmC=G@WwC=m0K{`=B8dUgEi{XAh^P!w-SW?!Yw zC7W<0D@}jO5Y*_8&`6J$?C9sX;M8gEiuXsyKd8Je)=fRHu}=N~q5tr`2L49$M(4%l zD5LTOHS>@2)7hco{UC(5>$)jpfwpxyB{$R`F|>ZbI#uz1p4)2rIXxFt8yA0uVf>~2 zds)v6t7;2+ClaJOL97R4l<)W)B=w^Dhn}+W*gNOei$;RJBGFYLh;^8Z+FouPBjLUr z)~A=J)ZO&)Ttz`&iRda5L_d|$u%p+WvuQoQf8RgnfjIB>Xxczxf)lNJr&TE_3$?bLEceVfE9%)UY*NopeRXatn$NjfCL?+x6 z?YHX1((Jo}9IRgdD%q;%)r$Y?oSfJhjvqgR`3QyKLxmphTg z|1tNseOvFc7>X}@c2)k(&(!b7+7#ZApl1HEC$By~FV-))?oBP(Y=FA{s7rM92x2`g zqkbc&e3YK$DDYwNyeq=qq`{a$V;gL4!6~_6`(you{;ywu)u)Ua5Y+U4-$IcI%*|4Kcn(fwkGr|__0KIGy2mU0V=fJ>>#fbYd?ID#qNSwzd0`* zbg=(c>+N-YFMTNR$521<{@1?5e^xX(s?LAb$*;a2p#OeqN%CTU2kj&W^Er7Vr3Ks8 zO`mCs6#jPF=NR~;;>(sC#cV}?+z_C`*j|aR*(mg)l^^eKqW|jO&uK#$wI!%oKLma2dWY@tYFcpmUy)+`-S3%c<=qX9td<}A zb5Z_X2kecTlc^Rb)KGsk?A+1UVdp*Z{obL=AeSN)s|fn`lu-wQ`t`dK9O8m;rTA@D z_n(aFkFqsE{tV^?jO>RW;nvba|KZ#M^quIBJ3+`PqfTR7Vmte-Mcykf6g+UoXG$byBxApQEOE9KjbphkZ?3?B4| z<(}RA-TwX&V*N4J;h&N(UKFyLKkmDs{(jA0hDoeH_4RLE`}qf=U8a)%X)3O%2mSFN zsF}Yl_J+B2{^C}a>ArDehX$OI8}@&s``P-lCne}b5aV1%gW3%J%6!|;di)RnQ}~;! zcirvNf^zk(u7B{yx*C4a5pGm}wg&cEo|Mr;#!1i{wI5|`Litm=f1KZ-{Rb0+Ap|w! z#}s(!5sRkpZ`8~B=o9x&JFD-HSt~!TyW5_x2*X@dTk~WYlBJ*pJMK>JQ)l{t3&H+Ky-@#_w>V8%0n% zenMhbq8{WqF28bc86ETf%D|NV{f$GJSA zhV_T@H`L!R*;{$1I)!qjbpOMJ&Tl~fA~v{LR~tJH`6tnz$plePGV0{r>7%3s$Gf0k zexUnPl-#iVNQd(4_phyOf2^x~bo2jIV(^%tX8ifK^Zvk=7ccy#bk=azgamM?7(R90 z*tw$rc@y0!f|~y8>sI53oRXWS z)1NsAP@!+wrO(oi?EQTEG>Bw#DSZ6PRAUQe8N`un2K|{yFgqe-e@BIv?vVU{-{KN` z?540+eEn!&=ij$h;z(v~`=S5o_upnwMzaZ0F)f(+{Yxb{NbDaf-wzcyB~Nkx`?d9_ z`hK3Ge@Y1csMqBrkpBB;S3p36eeEBM_um6DhBTXUyuWDwc|^B_;O_)w;5I!&3@fy5^5!&w6gZ#}l$;=EZ@e+LUF zd?7*2_or`I#0|+**6)gUSR^Y+@nr+Y-u~QE{r)y;{~0=eN4s_Yj*RH9_m7W!d-xH9 z{^_{4?!M`E>i5@TlFOGM*2yxe*?$gl!TgQ;py+2t{3%-#_7!no7va{@WB$;uUzbuw z%LqcxnbGy1K1)IGGFP~lX^;5+9NOgW_zBsYa7u32|NpDMQ-zOzU{PYY+43G*Bf>>We~)k-CD>08>15Qhe)6BV z*7aDEE8_mv2-#ipyMaT6{#s9Tn+a<4kN-5M&l1l!Z|BaMp$y+w6T*GMGk@*HDYk|fg+PIVw{5KMvA3+;}GVso2^MdA&5OMyA`?pAD zZT}b*6}6PsWbDncssW-B$XujUdV?qn7(~(aX|o z8htoSoSzL@3O=R4DXL4 zT>1XbEykZw`%$(glwZI9Z$yvpe~iCh`hGI0=MVbzpFatBgkUxZEUzE3olTIu5@zHY zyjOmQp2DyBcy&DeM6Le=6n>DPX8rC^u;N2@i|mCluh}JxZBo0xx_&e&Kg2=#mGx&j zj_^bD=P*GHe-D=-pV$jJf5vy+%3nHvR`0(k>-XG(zmfb#?RS*qK1LAzL`J1Omwg?ZPKgS7bzJF|o-;w=&Zhck! zL9qa_{(N%2>%vu&T?D-m|CYM@llt%P6U6rk3-(7TT|YoCT(Q_M zR^eb{BtOzYf9k*AjOgvjUl7_=@i&oQ@IOrqt`WpKQAWL&t%_wWlZG|re?+qJ6n|NM zes}(M1U*reQ_aQ=zE9V9d2k96oiDP8}R zp!ecHU&QiWTrQ4$FVUYX1Tjuz)NjL^M9G`_AJ)%nO3vza__{iNgNg1kK~4KR3_S3P z;rLx2kXcK!LBCEDMcvUNZt!@M%E z*5zecx;P2_bBEI3C5V11qn7VKtiREIzx8gFc((bk`%BW>YZ~<*qxFLky@$d46Gr8J zL{I}P{@PRf_-uRkBwYCGb+-7csx9g-oCqEg)aZ|(=(SDY zpr-$to-TUA;O_+br^nxWeLn10^`BAs;V%~bPw(%^h+YvZG!XqFrRNVQC-&tO`;zN6eoLMVrQto*3kV?w7>rT;B(3-o*>#;MlJiV(OJ_uRJd|i z_=`J|+V8P+N_}tk1<}1EsL{WnQAvqXTJjfKnBwQ{$un%?q`I6?L;2DFA-}%=$52M^ z2x6SbsDt$NvUJD&?w7vZ@3MjvZ`(A^(RaUE|F0z}HA5_6{auCT71ZF%oX z^;h_Pf!MaC8YN>{{**I_h8F zf30i3&_L9S-v06D{-!=!UHqmi7HFExljy*?cfMst5TGD9Aw< zPw(@5p?G|MDdzxffAAjw`P!Nns$Ob*Yr>H)?BJjea4!Qm(z%t9FHGNR$SwYc+BV_= zmin&6VMnF62WxEcZ&X^u>+Q9WFX-XV2KVBW`YtZ~Z|Lov6!}#D5?GH~{9o*MrTVuM z{yMPUQP%A)ybirrgmV-nUiFWL_CbGuyh{Dp3;zz-$3y=>I`9LI_5cq5HRwN(A2|9i z(xW|+$5-Wu_p1H5N%+|Ie7S6vzI)b4UX%RA?3OE}OXlHxBc1o%mB-(cgI*lxfBEGM zJ8m4n;eX0uM@m4dx-XmFpuwQT}67_lSh9yyCbV7_dm4%Qo_+*sE^+*{@m&ce>&)Ys6YMv zZ?q5Mhc(UEWOUW)yuPJ8&Lm$Y(k~7|UijkyU*%pyDeqP@)zMCrT-MTf$ zex{}UWnABXi(C9lk^dJt9^)DP0r~6e6XOr@;IEXwh^imR9}?tN(!-yM?C;9*zEolI z7uH0`7i(^?Q;kLc1&;dF-?Iab_~iWHKaq2UEA3TH^jG+sLp<)Gp?v6n|DL~%&}aJl zTPQE`)!(nWzb;jUw>zit$CmLmh-Yznb;o7LL_W>zuO?&w4_bO8;b@!D{1eSDpRdRc zkZO$PYs}*-Lw8<4c1Ja;Xb&!#{az$>5cP%jQuy15azhSfJX8?j=%0vJ%3Fdz`~6VQ z{_fq$UtC+>c|z9)&&zb@mi{N}^9dzxG~4vOHO(h3T=5^o$zPKT$NZt>myRpnN9DNL z%scOh8XWgUz*m3&L*HMe?YTeB?%r6`x4wO#Kan5e_4*0@7wOP{ksj@hc-$)huD>UM z`6^ZXyxvaH14a3dw^@9;UI~vM{0S=g+jISSxx!zyKUeyj9S7g!^4aszwBA$7OwybCH;x^Mt;DP!h7{e>f2F_U+6p3M;`jV1`hd9p5%BU)9Zim13k(G z{zGZLM1Gk65Rddqd^#~dB0nYn+&`(WL^hiIMIycayb9wJ@k)N`_=Y}(9QyMfq({7h zL*Lo+X``=u=juS`BgNbCZs{GeuU*|*@wX_Cr#QL$Ov~&h{GDO_iSp{tCz97U{0pl7 z$`G%Y2la{if`3M&Padz9KY4k;FNr0eFHm0n{O81%Tjqn>H2*iD`K}0ue@e)y-v`F{ zL_GFs6?uz@`bs`u%l=d?>*0JHbc*~~pTZv+tA1FWa zgFm&@f}egrE_waglRwekV!YPwx+ha)u)EN2`u(gwsQ%DD_4`f9^G{@o{;fm)ON;Vp zbieoC=eKmi|0(Jl{Tt;+eV{&-`d9Zmz#s7nuGSCqIrR|tCS133~s_Vr{mD7w-{DR24XuR6%@ z1Ky_%s=K2Zz8z&26- zw%gA*T(TR(2{qhrHM(zVLmA;b7WH8cPIc|P1vHTsI;18oYp(dOU zW}yJ&C!T30U7^D3@?`GAOofx%{RiXS()RrIUKGel(`Nz?IEyhVo_Zz4DkNi#aCi(N274O%< zLVoP8V?SKe|D8&XdCzRf-qVTbryQ+1yU`xC{MZM_KC`C&qsC5*kp|LzIgB&?eL180 z_cFMzX+*Dxt=?DD&o?M9&LaS2I?H|8pf^R^@SFREzpId(`){<$(@FGyl(zuY55|)j zeI9t0`EI!!GdXF8IImg!Y)#pSN*x6~^d0o3X8d`KO9*AF5~k+(P~o^ZZx3tbIBJT! zdftQkIXKUP9yH6ZzAqi(g7JZUQ&NY99V+QF|c>(nNk@e4-q+eS+ z#r!eOlzptmR@3)2IPYyNrd4Id_(8tKi5}xnMlJqgl;9v2v>(0?QriE~f0Xs8y1!y=`Jw;y z`p1ZV9{H;T|F9IkueMHi-mJgxP>SlUF+qL%zpe9I)$+X~g}5nUyMn8#$) z<8!45DF>aGW1X=@_r7L%qN_j<{Y*xqj-CA=wL93Q>i+kU!d|^g>RG2FsylE>ZngeJ z|53i5QVV*N3*#H(M9$x0FYiF>C(OUN@0Zg4k99h}<5DJnsP26~b-&A~|0{g_g}tIO ze$?|gtjnsCK#)^L6?>`E(X~U{?`O~x`-WwF*Rp#gZ|VesF{DgPPTe0@twiBpJ!adI#PVwTl`$vpJw4wgnHjAL!BBU%hVL(-&*lPguBJNxDe6wuv`sV8UY)18` zWE&i)U%wJNQ+@i=fFQ<+j9Ts+IhCzsJGoGp@VDgSE*sn}aZX|X3ljG|6#eJKiJhq- z{b@u{zy97q{SW=8{V%;wtNJVaU-!QzBzIGS+WEKJm(Nm;tmnL)hg=owM~l6Bx6YiB z8}=WhL%Znr3!6~_H-eh=t6PiEIObHq@mn`3SooW{arz&JG+)&3ujWM83XD|f<}f;5 zvMt|w!Szl%g}rsaGM85#VI4S1 z>Cu0%Pn$CS{w@wg5Nmxf`=Z9`|>+RJ}p(Vo%;P|UH`cw z^e?{Oz~6`-@2jI;)>`aU@^jFmUb<6&e*M^G=;Nqw&iBN74R+PtB>#nZFzaeNW1$7eS5w4Ib4Z zmaU@qHL)&M-q$QG=#9#c`@-O_?0>5DZ$z(%HX?QCQ8e9{aMQ9LonM-@h1zuaCI9u zh!bjc|A$=F>HaI|htQv)1d&cgy-T|$N_)J=6`9rZDqBhMl_$p*>AkBzC)AL?QTq?0 zjG*83`m?M}s4!R!x8_lIZS){fOxe>YwfKAfN}K^b@*pOh%2cIsRtbW141{I;%& zeft33lOvf?|M{7}OKa)V9$&GlAle1{ zG>0wc`>MYD(gV+m^Jf3LwyKS=)9D+ZMPuI~TD z`^0UySF{AD3+uFNd8U+_C7}R3jb86>XRVn)}~E(l@5-aFj*lTrWv72?^$ z9XY=bnf;Jq{c^eZlM3h4sOzW6M7MyTX8e1sdw)i1y4SJryh{t$uaJKf$%I=&{ z(-itMlOW~^8MXN92q1sMg(+U|Z+I$&&mf3)meF9JrJq;^T0dc4-f3Asxd{E~O?1-< zYJkOF@q6>|-=}AIz_72`aZn!LDQ>F0j1Lh^BM3e+%JWJuS=~X?_T4`o$?*N%@9W+A zX&oyF{zm<0)&J=G3FAsX{~Pf~eSjYKg%EB;-`K$4$t=ofK0!_WdH;2ME}Jp%?4I)F zABy#_ja${U!(XZIb15V&IxS_T@$W&mp?G1U299`xaJ> zX83+ZzF+L)%e!8(-rm$%=kK(pOZ+YS?u9t9vs!;){iFZ>H>!W|0ljj5XrDs1)od4Xm ze7_YJpb$=?&s-}LV_ts}aP1U2I~$mQ@`mX_?r(Jxzt&DfAR zu7u#fp6E6Z)O`P~$ucSG2Y*c|eJ_c!HDO-Y*Pl`QZPA_I{@VFZfD8IhO3$BSssEz= zf6ZT1u=sw}>+e6Qf+7fN+K=a&7t8WyeaOxYdCay^e5qHFuJa;Qe|cLd{0zao1ZChc zY{fAaF!j#C-}Xm}^WzMI8Z1vYZ2(8It@H=^YxqZvIg%u;p!4^7l&;W&Jd-j`>niAt z+Ru~jPoe!+Sp4M|7xddH--84-{olmm?VncI7NTr~3U)KutS{?f}7@ z1ZCiKtXMpA`Ri)6R<$08_eN6Nj+@bQP+iggcT#$Pg8Kba{*S|n$WQmh`Q4U~zsF2U zrTUxRMRfQ+M?aB+E&IpuWhS=jX1Xo>)h)2gc)NTBCiolGA7yXC_*d3%CS;?w;!RueIfe{!#2!s&Zmy z*nf=t-Aa^E5J8kvMn?`Sep~GSWBtD?Q()r!sfAOhKSIU#PfFJxB$jw@Mn8X_r37~g zVx1?Wmiu4*(|hJABH!PyPw~&cdhJOyO}+nmj>4}K#5!L_J*rIj#0u^hv&C~ln7BXQ z_4fq_e3z^Ks?HPL)gS4d(k}~<-d;YMvG&fZ!rzrgmJ;b&?`_U0x#gX&<^|>cT}h5)*7iS)KYjZJ zQ%08wYWlx}^Prc~Gg`kvf1v-Qlt1S6l%8LE8=OB_TYh|h>Gf|2733O0js6I_I^iQT zozHyk-ReUuKgIVk?_Zrz*Du!b4-Le+s6-0={lpr)w|ax*3MGhkmeIgJDxH;_9Ixc^ z^iucV_S-x=?)TZ5Q*uN7gYQ@53xD6Bze#^?AwY#T^$$Lf#?kr-{c2_k*H1VO zWr59Y`g4b%X8vsa^~o)!1P6=zyD8nj10VEX{rIu2{Y~Qjf&Tu&Jz@|}P_zE4CmQNQQKiJE{ z-WKP1CKK$Ce92!#g4sdAsZK&3tTT{5aQ*%l#`6lZe}uLjg+C3&ze5Ls&$QUBG~j4= z*uenT+qGbvV7`OBGt$G31o8TN6|nP2E`K^6V|nkVxv*cJV6o3_M)t?HTyGzN`4083 zzyE^rL$06I59pB|<=Zzc^2DM1{rDld`9@6X$yvIhVQYN*2>%>!cE}qJ{XB)dtNmmR zJf<1hE8FuS7XJbzh5X{s|fgdujL!P|73sFN-~Q zPLUq@Azpv~d7`EMyNdi2{|wFo*WWjW{|4lzpAYo>^!Ig@{EF}@=JEEbff#SdPodAv zXaA(XB3|DgmHKm{{BjHVjpS4EbL3|CBlqjUpNM)tU#ZXHJPXC6J@q*Dl@X8j0z^D; z+(XpgC)CS}{sg-BdFHMiv}_U|E)PJLHl93pVcUB(CXVNd|A5v!gT;TBJ2$I?@l)&b zG8X?TT@`-|bvWO=eDd)E$2(K~*mM1THprv2hrRH>1pdj}7yhRTa?3m<`$t1M-1EYE z1^%@Vue6tg@Gk~_`ux$}phN!#J?cxLhrU(q@AdVk&i=UX1Zv zUTlEyPq9RvewvK!PyVEwx&Ho4ddqn0Bm6TZ&p#cnL;6JN&sF(~JzI~pui{SqyQzra5p{0({MJ=y#><|Onf`Wwav#t(3P`=dXhK2YD#pU_X}f5=bq zzf(%ock=vWSaMu5{)y4g>J$1ulR1I>jxfptT#--p-v_ys{Lo+FUn7yh|BU53`l0IY z4F2vwk8?b#K0vSV!~FjvKfOHA50E3d{PO(Pdg=6f z1=Rgw`0G;mB{Kbf2^agY z`9uF89yr=7k-2BDVpqLmJ+Z#ke?Ou=(O>?%Kbn(WUzh(sump3^kPI zJeTL}znqnLH*4Ax*&j_!+K^~kzjeudPk;1BgMB3ITglmZ6)BV?)$H5lva{bqR-86O zl0r^A*;stB=oi?h!ag+i{bYKJJv{8G%aDA>-?u6-(x;8skH9_&_JOePA}5dWoA-(h zUhri>laR;aKGDLqe;2NCL%k1!eSVxbpd2#2$K&A_r1%?I!e`!$WT=-FE}1@l8{L?b zIO3crBL$!wX8OCaubKUv4>xys-xKz5O$!AECtXp`L$J?^{c7-$>20SEdnVPU`)G)7 zT-dSS`z%#N`EkyKdIyy0y&{@_rQ?qCVn0u>r>)!1QSGTP&Z)SD`#DI5c1kHd-VXr1 zavviXN4`e#!=3>BLa`^vEa)>+M%V|;gN)_=mo`HzyF>QKSt$H@=WYf5ai}5cAK^HM zK|hp}`#0PBiRwSZ1^q)=uT|t=V0u`hO%e3iCw8QG)U%8R`Hp(Uc(_iPgO811vp>z{U}>JOs;5fmYa@oYxT_7L7fuCLFUYccCV z@jbsyy;`iv03kp2&kIq!rv7X@-g(Y~qC1WWnCipYQ+%Vlw&(B8?JMYw+Mmcw&FIg0 zdEwi1eQ%C%2l`W(AoQ4w^3V_R`vY_ykNG42FP_I^p251C*cs}7qx1NpluiuTp(Dl9i)BP6RdO585*Nr38O~7(b5omp@e5sM-URC%Os*v7R%d z6L!w};XD!ktVo?2_CLy2oQI}#{S-p;AL?H}{~6W4{yb5CAH5O@Sec+k|CtIe|0>0} zp38hJ?@@6d<=XIr`-U-9e;M&NlD`V^twB&z|Dl_9yk}9d5l<)W*vINpe1`a`z20By zCB|P>3a|DfeN^=KCyaM!HYwI-9z!`D`|X%;u~y38Pr~^5Nat?E&QzWLI1@xW$*AS~ z1^N&3;^|-1f2fyV)qjvnum5V2+_ea5*1vqn9PexwIeM;C<9r$$lQp@G)`rWAiK~B`a{v61N z-st@{MhrL@sn9p<(q}0{Qe1HAG8IETTWtiu3u8wt2_q%Ejf^k)k=uuB*`i?h0O8viguowzK3Kq zmX%DBdM%q$HS5_&ERN!9zkWC_!@{wgQ1PxB<|mE*^qx2QJ!>=QK+RsBkz)MZ?(^(+ zPzm)uW@E~z1wl>ydv}udu)fcBwb8Gkcs3t_$oSG(9^EU=87=0&))YRFpuYY3F6dpZ$FPU&5ykg5xgN}ypniX~p>TX3p`GPm zza~ANNZ&uy`qI&KhaI7G!}EFF=@&DM6KZNpe>xFFJIknL{eN_8wNYIQsP|d#j9FT; zz+dY7$L)x&BSCzR%Bb6{T*sw`4HKoXDR;zu)Z4kXA1$<9wI^&(bR7uddss#-`#&Yt z!~{9Ih6;bQEs8IAduXNV&(o;=9cowj+N{qG;SXu5_a6U%xaOSL8TNlA-5p_%fPMUw z(MJh;1nirGzBB#lMo?e=TaA{5zKMtw{&4>~b??d7-KzfSLUdgTLQlx3-||wjKd5dy zS9Yy^Pu%A%-+$oJwXu~rB{wWT>~W$0_3IC#`d9b_xnO?|@1=piJN@ZS5PW3RVo!tl z8~s|j4_KB{azptS(0w-a>xdNk6IJ;9Tz`3xApeiM_YSKfS>lF|30WiNte7yNV#0)W zn-eOEIU*)7V$O;=yBJno!;0aW1EOn02N4xBDk>-n=B$`7>o;enem%qN`pm(5pXdGF zmp`b}p}MQPtE;Pfx~h8<)b+n#(5qL{_H@&iKFE8X4WabUaT|He6K_sIOAq?diy-tw zIp}98@qq1J68xxpbgZx^IYj%*e{SA{*OMU53FKhznHlc0&16rPiPF{gr)}T= zwxRPcoX>am-SK)>hBBOrGwpvhpXLwK$p5zSk9K~C`%kF95B=y%P`7?t##Q|!g&b?) z=oA$${6SUE{^ZX*|LM+wZ&v@m>pxipz7G}TOHikOIP@9uk>xK@FYMi{P=@(A*mJ@S z$N9GJU*eyYJ#>8be<YPpU)TH`MDY>Nlf*sp0%V^+%pv;P)rGhZ5BBkK?mRZyE31 zCvIfXYr-Ds^qFjqYkqi&^=km(4g4oQKU43Wls~aU(f8RS#rvo7<7S(i`nTki-IRau z{Q>jW=+Ac$6@>Yv>wm`=lixE(@~4-N@{RlZ$A0%Y?t=co6z@k6^~gcRpK68`Ici6ewq#r{FH zXD`BmKZ<@#A*kd3pqE2GNn`sw8u-_(7?y)NFyQc`0U>K=2>j86H;JH*{}Lj`zhYei zw=O#{JzDrvo45S*j&dLB3;r8JcoPYtpXH!pPx-ulK+2hSPcW>X=cFnL-+F56|5(Bs zM^Lwa2+H#)Mk=zWRotv%QNkZbr=6oGOk7u`TZ zxyjrQZqGOLKqQ0ylBQ?N#4vZ;{gI$J)NkB>n6=;R{B9~$5Kj<#f;DLU{!+To-6=K7 zMl%@1*%wJarAh1Qf`6wG-f@CP{&jzH@_kJC7|QC%hE|b^1?G z>simGHp_O-$j5K8PJ}=6<%O#^T20`T-7MXqRB}Uj&4VhQD@7NFZ1pX|-n@vy$;@S0$66{&h zP{My}&yrmI3HLX^|3>*gm*|>DP$&OGM_o#gDh?RBBcbVKvHzHG>fVj@T{)-h|F!&> zPXz@K#P>WosMy0eXDOWj@6RWNKc|axb06r{S@Q?Afbf1NsGEO5)epXvs*ykLEREq~CD zrHIhrL&?XH&8+{henJ2Fwe!m$vH!?4 znAg}r7q*9N5$7KcsT0nx>787EenBB+sN6>M{w=C8YyUM9{#i){1ryATf-UO#;pW)Q zgPPZn{YjAgEmUFOi^Zo$3i-c^@^2xSUBkD`4S&x<-gutqzvB`Mqxi;QjXnfF7%1>p zQ~U;kI{6)#@k5*x_;BEuRcX$#&A@N7F;A%hzMO)Vzv#zWf`yPE%Ma^&K$jaQoLZXg zy5K+G6?;=>_@tdbt)cvZ1a@Y4qia$HXDZ6R?$cOopT>Z(b zYT9n$zOgJT74-6XLMA`|>Z1PtQ2a)MzY&x{fMbi#Qm9X!Lu(!!Wg{p)eOmWi>j!&r zWHal3>>nY&jr+$joEv zKd^Ea7oKQxqL$6{`xg#AyZz*9;ZL&1q1-3ly=gD-w-Wuk2%?>GuyMn=XW5`J&C{n| zdRyF|jNU(eWQm7$1pYR{+fGo||DjWz?n*1jpC8sQ`17OeHuDek599s09aPXxg1Y$^ zKV$H9R+9EF&?`G8bN>Q5!N0g4jd(Nu$xr78*cVPz&JUb9@Pp{bZi2f03#^yoo%DG3 zw1b7$9~a+0Hx;_}_|{z)fp1p7+4^gS4?59*#`}kRD8nIwI{6#qnR=1bu6wKc+dJN1 z4Jkc0ZxZpOQ+FZ1_fq^pg82!`AkayA$v%e7=@k8Nzj%+P?;JP(t-;#)(chGRA3?|| zD}L?31QwJwYp+?`H;C_-_vc)HwCT8Z|Jb(nhlb>!@{M*i`zijwztlgZ)EgGiVVHZ5 zZimG94H_SEH@A-)r|hQu|GyqT_5P72Kh4^2w*Na!4GANNev*S;iH$z9@8nOl2&K1E z{HZn);~zrt5<%Vkb=W=k9g8J@5RR1IWX8QO8!Kq`>_;g6=s)rKsu`zPn`*H&tMxx2 z&fi8htdwESj@q2EoAy8axkE0xeQ;`2I3lmj_^1c{vT>IDAi$TZ0zZ^893yDlzbqwx z2+)h`82llajbG`@h2s)#US`-o&RJ2#y;#k{qJA@cl`PGll~MlMh94{ZSsC}A;neOc z1ab*cv2jXAOieXz<1joPXdRy#2Em?MYcKK3E z@P7m$oF}N`e~%wi-?IVaPb591PbGgMq)uB-Q~Vi%b_8YMH8%Xcg#A1ErN{RjlV9yB z!I90@_GA5ny%F%w(vNclb^CvhQop~H=5%~qdUxDyaekF+_UM=m>5FpUC%1kh|Cr%t zHSvdSh7UTSf55&C@fYbwBtggtIp}|P>qE(G{Wq)MO#WY@dM^{qLr@0F_ir_LK)eU1 z>fg4XpQ1RlKe_rl@WDSu{3yzBlc4VWA%3{~JE_{5hDA?23}M|Uy>obI@s$I*atd0m z(vN6@*k{Q>W&Z|$LOB2aP%1;=-%D%$q^}X)b%Hwilf8<=by}7p#CtwQ`#!VrqhfLV zX)(?pTk$ckjrM&pRKX2`nCEgZA^ntS*6t_oDMEhOT0i*O$p5zCYu~?(^Ea00jw7hk z-y%~sNR)W>>xI(P+s;~2`h$ZLx_-FRfm6_Oi+U)A^DBV># zzicYjA2a$@v>-REOG_00Gn)Q%kIH>W5c_mF=-;jG4puCcYCnW|eMhk$s=_I| zx&wRrl)~Rj#P133THdQH?3Io7eZWV58OIOu5OPhG@37}jWNQ9=qQ4>kReBN`%7?!T z)C2o_q$B@t2cPwwyLu>JF8jOLHe)KU(Rq7@xQOO_vh`wOuZesT`OCOsHT2mvf&8Up z;(g@~FMem32oIC zwC^!PI`XUi1^+vbg}*HHkK&(3_Gg0pu$w_T#uMpAyB0M)r@)8ZiArBdeq1IcO`Gp-z%&Rc+zzf z^})^n{Rw|CXz$PZ5B#Y5FRA{I`qlD2GR!}ehkNlzNB@02-=a^KE$|=ZB+3K7Z}+Pc z(!{^M@Xykb<~!O8`VltX-%i?}Ik|_z&jWcQtDR7*9^_A`3cVh#uM@e@qpk5W4fo}Ph`a@e@VXlwPGjIm=~3w zPb$5zweS~o@%F1yC*9!B%$Z-NFy{Lu3LEJ~`#>N1|JBk_Qm$9Cr)g6 zsSC+x(4+aA@EX*pVUs~!MEQr5_pRWMET`a4wLNyU-c;autPGQ9_fn@hZ<>DgLe8g#R7T`|tEQ7}_h_|0@3KY6|~lN%8H3e;@FRny&e?Q^T5kSLK1G zzpCk24-;9Nv7H+{DAU3)|Iq)5tgtdan-e{DLf=7u8p{L!VO+euD>d2?)Kus%#_zdC z{2!@Gd9Ro_khhg5@cisvd}O;qjkCP<;p+I;M(?2~ zrB`bo^e3Z!rskLZ!zuHjf|w6!Wby`ub`#;G{cXq3Kb0HsxvLnz?BtIL{5qT7R|P#7 zAJh;3MbIBmKKc{kr0JSJFE#xm!+e5&C)9^@gpK-PI_j^?)(o=0K&;P7d52pIem$+| z3#~cmGRhMrKDLI)kNS`w=laI^H(AjKIjzsm9AV7=gNppb{IC=BspZ>o<9Rjs5$gfk zpEPVQ+5!47UatdQl=pbopk@yXIGrBBvI z=pUbKJ|%pzxA4i)^yGtDh5jG%Cw2WF{-mzk;!g_q`Hc5@T4ZZCIm5R&R)-E$nzmgU z-Y4Zsah`;8UYu9q+(_={fc$rtusMOAb#{i`X8q|vY{ao%vCC>L;TQ*;lOY1(Z~5q`}YY44k-rTFXw5tf4ivyXmeiTxT(VOOJBQ%c{QJ$T8*Z#_i& zaZZNwZr%5oz->ogvvU3JI*$HwjbVIT|C+RWnumsu_GX~+ac(CE4{Y3fjCE?%`1smR zmsxd6{}MX73zEbgn!iVzMa{5SiI+rdwKhXiu*7( zKJ8rMoYS3Cai-sM&FmR)PbCu-sH1;$|7~H?0(zel{E<5<+w8W3Y_})ePWRa{zNwV^ z>b>7vtR3lGpLU+e!i-=a0H^L)RSWTJxRs{U`6kA(L7E<9ih5x$!T73z!GA>w-;E&n(TZ>N=jZa^XxBwgZ?ZIm|M#YOTX$q1C-93AUU`B#{`Fs& z`MGq#@BOD*%Wtu#lwM?bwSnpOkKz=x6sI4~1R=-dV9?XeuNmK8BY(*IC}B@tv5DK- z9T&Cxz)pl$iXiwz4tja-PGFsSuN%HP?vl9ArmTNOwe_O};guwabwUnq-rVZ8RC4W) zvkQhqi2E$-Gk5DX-m?j(?56Y2$#5Ssx%ON>#}516yC#YIESc~B2#@VoN7P@M2q{BQ z$N!rrjlL`Sm#Ch$*pS=8o@>DG*P{BJEhEOyjQ?<-AM$^+;!j1B-)8tKSqB9FVjo82 zTFTOoas+krf6cfocckal^Hi~~p}kLE^B3=fLH=Q%gZgcwKS=mf#QqQXF7%@cK^^}G z&b%KjJ>1!K%Z%XLj0BP8R*xsC3)LIOfnR}sR3xa=e=KFQe3ablCib^q8pmo=dX{D- zKF*odmQ&D_|Bw&zTb2L01%4&UP??~Pf8w1>ypeX&efFA^zV<@D97Df)3VgHv>oDTe znW4+B3V$f-`r&LdzFn*O&quw#E&NGs`z`P6mEIl#-<9a9P7wNp9E{&O`T?s^AhS#B z^|5R+rI#%z&Hs2z^JiF<;;RwVw|~pxQ0ZLuwJ|GRMYA51UZiBC=zX_c zrB&Bh8^Uky_-5I#h2ETkrsEe+{SQ5PN$t@KUmvV2@M};(7$2Sf7y0L-6Vip(HLtpN zh+~eFuVD13O!<1-ejfqf;~|&hnt4=R+?R{`&BnjYU#DAdj|vs{ai`^Oxij;ZN&>$Y z(FOj-Iw?o<@Npkm{Ms6h-4|~c`;Y0X);`Vi!gl)A;)C3k>pi%fW;+JMOV}9VZqHEp|ruGdj|y&Sa+vnm-BK z>eud5zM$_{RGp7oo;r`4f7Sf4HX^)1|7^cQnE!rOw@m2`ho?rey@Vf}IV4Z*zcu{Egy%_6 zC%+RKB_>K?p93HEbH2vnC_Tl9Gv2N>hjI#9n$VBd1fi!|gZ2v&+1Fty3;p&p zNXH)~9zHB2@NMNk%%9}$KYZwYMyy|<souNNY{SFA4AZ=G2VwlqS!e~-(I-xOwTEP9CWp%AMFT& z&*Y&0(FV7e54}$g`j^rBk*H6@g@l(&`9XaC7`p?WCZwD%3@yyEuVm5R~)hg?wSe|aH)a4y@G@G;NjpyTWGR~YR1Fn+2( zqr#lB+e|;^e{%UB{;+`mYyPk-7T_EAFJ9D;z65pr@Axk5W48Q&>#Y?jFS31q!uLq8yCu5d4UR zp7AW@^+sX?DE(;AoN1NzY3Ijg{6DKyj>|x;ZG(Jz7PVL=^Q*ox_7wQn>Jk2jk z_`|wVWctIW>zZz`w{LF4{ijeg(;z5YLB&y(Ewk9F}3-9M!2OzB5HjEnL7&xbPf zCkQ=L4l3s--hIymZg_ixRiX5{U8(Z$gTkN9(8g=FPI_I#W_)+4TIZ=DSA{=`_oeG5%y#DjAAB_s1ZmJe zWBTWkPsjEFj$5vY{a?FI{oRUG(DpB8{D=g-D_j)SS7kpy+~*JZ=K zx6=09t@ie-7RIhp`qHgCA{&$+!YL>_eN+EN5H!xey${PgZ`JgMu;*-&!MN+mjz!D{*;CmyWZ>4pppWA7!@>} zpsxLv4&`NEkcaX+j~RYU_%m|9k>Hl9N+m(RZT)YtpkHu*%~tx&?CEW*|5FI&mGOK2 zC?aGE!OS3x=C5US;{K>V_OinifA!PBKL(A_{2`2{_%Q@gj~wJh27i|P*VlK7{$o2^ zP3g!@8#0VTCrY1=fsCElZ$??4; z65Tw9e#|AP)89wW%k!EQIX|ah>sN8Y9u)d_^7JRopH6c1Z@dQr{mIyW^NH?51RV&< zAn5Swr_5>Am2R!>Tw>QKzIMx#fi<&f-=7vx{Ca}A^Q%?EKL@gN8!t`VH03;7Md?My zG#rzVOY`UaJH;;|sFObdTjlqtTo#^g?diLpVV^e9C%8d%=YE{BTLS3ELV~*bL!Y|8 zlAhB11OG;4?*DF3TycSK+xY*wJ(4qhKgIsHy4#z}IlC1S^)Dv6|01Z9-wx4f-?0Rj z0}IzB>|~ylK6!utc6Bdk>&Fs`|AU}Tek7cbzrQ+O>Obvlv5l+=rQb;LpNf9BdUFbz z%CBzp{Q&%9wC7t&1uY|})1Uk%&pRgh?-&t3yVN??h|+65$=jn!KikjmL1zj2q1Zv> z($>G_6p!^iEf8e+cQ`=yXWDXZxj~)(W{woUzE8$%r$e;wmw!_H3W7TR30gGbv*g(3 z%b5+qK|=nz&1k>poJ%WC*-iTo`(N~*asELs!2HnBA0(}~Dp_iFzE+-Z7XI{F*q{0H za9m59>j(c~{i><(UwNDH)pkaNWTOVxQQos@Y%_k!_;rp;>)v8$ztNxA8Y(xCppJhm zpL5-1ZZv8dmjBR?jfl`-Xs$Q+ zrN`ut1pWV)a{gM9BU^IYZ~Xqdi3-|GP&fWT-zz=-pP%0v&kt;+AM1zl`|VbudmBNW z{D{ueB8>U;?Rd5C$E)K0p!5D)6RTRfa>{Nq|6=|a$A3E&w2Pole+!ttJW*Qb;raN- z*(g?((x=#8FSWCO7fwOT4*Ic^pbp=qQm0SSA=*D;ff z7JYr)=@p^p#d|ghW1nqvoY+C^pMnYRZ-NB~%E09qd&LH9SsZktSA@9#l9;>O`HEp} z1^yn&zn7qH{dU~i@g+?FXYtY}W{G$E_`I%h(StTpzm)~Q-{af(A z`u#c=r{-D?(~n4k8IeHe$5AuX_k3zleCG~7Ry)6FFZd^f;*Sy3$sgyX)wW3Q>=(~2 zG%lKzr}Sqteryey=E*5&IYK{<63mGN*&p7M5(y0N`J&vx#WPku7tm1DZ^nNp4*Lq# zuB9$VJPCM9C`CZekb{w{e#Ejcde0Vm(ej6jvTY4@i^GAN1;?EG&wclZxODuCFf8LoWedU$W zg*$ZB-lGVo_!9(m>!)M;aWAEQbpI9WH}1bucGLbtKCC~+@5d)8!zqF~`5T(KcAWH_ z<}c*huil@<_`$9RbVbmQ(*%w3w*|e&0sRgBh*MC0Tlp9D8`obme6%0^XVibq@KrJo zxPkwS-@ndLJI)i-&0oJKt)4UZGsXD#R{WVJSO3?}Z;bbEFHpS~2|`b@1~Xp$n|aaq z6U^VCap_}jMi)({{LtQ0Hr`)1>p#d}^uO``&?Tb#8bO`@%$GU8WpBP$@h>_(PP_+j zu)&YB(pqi)T_(IM1a(*Z@Y&=afssA2;y++=C-NV_d1duh}2tdrne&{oKOd8TOU1e^vG8;=(== z@?7oLM5f9&&7TY89n$|X{}g{2IXK1%`4Kkmx775k!oC^l7+27f6d&z{{i|lbfclL7 zLX36>C?Dm*4gmOwhkuJG#Xfl`zcwl&F_%vdewD(FAN$={;@X2-*JJ;xgSZpHqkM#sj`(}USFcFhY9fE6 zjCVV}_(Gn9FuRG0|C#%M*bc!epx9D`q3Y_M}aWv2Soa<#9Sr6?;p%De-0$^f8fLyw^}r{UV+Lq z-_XA)#e7u#msOy2*}n+++d@5R`yihaneqF6yyD+y0Qt`;${&T+at^)Q*C79aZ^zqJ zc$m4?Zlv3Bm2Lige@mM9`1&jPn!pAw8|)Z$tLCB&!p_Ge`0&ByU&A z(<@cep&aXfFPY(bKlKs%1o#Q`8|g(l{E0MC_*KLIDEqJ3+@m+G7ntAhCuGkH$@0E@ z+TNm__-=#xRQf%H|01h6sJF^Pl!x}I`9CuFGeQ{tPCz%lOQ`9f2l6f@H|huY4uJ7e z>vI(JB8+s@bBXvt(f2&t3;#;sN903T#V;btMf;IY4QuNy{Jp6D@!E<0L4I{Ttjh1x z`U3wIs1N;vuu-04{#I4wZ(9!kBeN9$L~TWT6n)drQ}{o!4*!xIS{Umq=)$>R()u<3 zBH$+@KLa1>=pWDze=SyZA|%m+__;DqXU*{0o&2Tc<0^giILgC06ZBQJJdGcchPC;q z`e!UH{C#0QCe_!l9{p@RhX16Tf}W)OjC742(5<##<6p$1e;}_AM!MP__!}xLIHp&Or@A#_E)m)NXh*F5BV$E^$&j~ zyKM1SGLgCw=ZbPrdA~eU_PIXq-o&x`bYQgjiFfw(^HzxcKK9W#C)0iJ2zveQjntxb zs-r_zY5q#$*5-99)@=!=>cl;4oHOM|f_&a-eZOK|=-#xgE8k#?D1L2X_^`i*_Y?Kw z91G{%y7Nl^Z^aHtha4MKn>jC2>oddwv2x-We-;0Zz)LWo0a!l zKhDu{PL~A;^8DGK;XU&@HsV|PQG0~{?P4>RPn{jnN%Vha%8zq4UHcto#(rRax2~M} z(4jB3j%XaT*Lw>ti@w4L>Yb^GCXDDM4r zVQ=oz=lk3LYS&MR@gig~B&zj&8=FQsXQ^WtH2UX1pe z)eruGocp!&cI|sJ)<@J2c?15!ILPT<&i50gp|zaThRXh;z-J#OO}E^MtImNBd5!O} zh?ik#dHKGJ7u^>}zYL-K;>r77q1_k6x{i9x`VaZgf5!Qrk1{~+V?5>P_=eM7u?X_F z139PqE3n<)0qRHlv426l8U65=0{V^j)gYI~QGwt?Ip{E`|7Ui4_3Zo`3&gP)D!@L~ zx`6?i7mE3V?|Z!nUpN0k`$i=&r%5fIXH6Byq6mNQ`PE;~+zAl)j)Vur2>m2S2i&{x zT$)#@#jE8X;ut6VZ}+d?Zd-XCCp6*b%atN@e5BaBq|D~pq44utYzC#*$oe|C$rkOt zU=fPP_h9g|9PO9-_Yi4N!@tvSKYxSyQ9h}8%>{mry*LFeMd?RLf{;gY(64lk*V4#5 z?aF;|zs-=Z>FK&pHsp!nnd0$AQ$=($GlI7m%_jejs68L80k9w&4 zEXMWMi87QRh;>X3j$Rx6k~z?QLGYh?Ur_trV_W?}LVn^L26UO>^mQW#Fsy-A5g~98p(}glrA*i2!U+R5kZ8Grgy(WaS=9KPqxl*MXWixJ*sFS~byWfUO#TqVN?s(&v@R#T6?X>^U!1kQ7TPo6zO8>-%_%Lx@O zG0e{e-=@`llt<$qv+;Yrcj|Y?qQ}Ji_x-eH#Ba;BeYqLFBi;8${~7Pgn&GR>3JL-J z>iJb;PR%tPzi^ZLN>!<#8U&#S$U(2qw`16WhOHiSxp0F)u0>|KzNlBxx}36Gs?m?? z1i@!=Fu}h|0<)~j)U#gC-NIhuh|8Foqd!*>>xXUamwgvd`Re*_yZkh>x2{R$)+Pu& zSPnW~S$3C2W%O+`a_z2CFTFKZ2(m;bh~SIqKm zRFm31$<<#qd&A`FuPRxg!e0{3ZHQb`{!#Nqi2Gvd`eV<5j~`7aLZ?6S^$t&@a!zGC zjr$lU{AI|muMbU?ZU)dS*ca3#e8_1z=&`xT8!128i$hNIXgbNV@>xfLZ!7;`{Zqf! z6&CpQsNVVnkxvc=em(I?%0KJXrOp1=guk$+g+d}ep3&rwt@Wp(@{RJd0mU~asO!J@ zKl(qFeB8$uI+O1zgMPBk@9$xQUA6mi4GFIiK^^}^+*)*yU9SIWZHcGR;{D9)spp5E zuV?%FnOI@!M^U`!vi_8dC-qm z1Tju>(CgWk4=k+q+)4LaL<@TlyDzWb<_Wib{l)$V`+_~I?>9-ivH_>+O!-gEm*&XN z=AS1O)P^AHk%P+qqg<}}SB}c^YXYU$ZJFVOPdaV?Vb=e-54LOQ6L6dLCHzkNpJpn3 z)tgh$l>W!>FSOp#>55o?$9JC*{W+?>z;8zdbtS0dKd;t1Hb~#!H=kea?rnCL(l?Dd z+^2Z#aDm^R;yV%4$q&WfbB8hM?uV7U#RgJ(!zW(T*Y)cw*1rxE-;tnh{>87{9WQkV zD;+S)b1#FQ(5`F7ty$A_;gsF9{qR?d@iX2xHtT<$_VBDS{Z@Kl z5z>WV77!-icki4&NLn!DjDPi+R|I~s5qrHVMz$9CX7$JK%5$W4;yy8c&Fkd$+x=T@ zoAJ|4p1kqJofw9F`o_~;ew(+lp}_A(^!6aAqd)#)^=QdsQ)GCxHYdgV=^5>EHs0La zTi|ymJTHQ}^~dkX?OReik4u|t+_}t3Q2Ov&Yic}P(uh;gbo_9B1-@ts{=$}@&UQB!+s~Fz z`i__dzLr{j#Qf_+@%;(vfbxEAWR|(9rkx35^C+R=+ZO3uFZUAokV`(4j&poD7*zAf z8|FVQVnB+1D;VTMtvw6pIHm6_@Xgu}dLUol8SMRiDMLSky7f13e~vh5r{TV*C*Ai% zxn}i4eqjG)yf15pk9xqrs{WRhBYpt=fP6%}3_ad>#Iu0O<7+>ybxio1oY^OL_PG_C zbL2Ct-;Dl2RL~HDkdtz-F?;h&3SC@gU4e)L%!Sg|&-j*a-u`Bsf|kMb!;hc?5@df9 zQjaIBWCzt>AowCg@fTP!+2fy<%1!S1r-y>Cmg!~#+ zVaK?-%NuaYZW%^Dh7-(=1o`}IoNoeKMf_(^@!&sFCr#xaiUVE7`wM2{kM9rQU*q|i z89wUA`hoWw5kHE4j3x*oxbMTxT(qezjoX9$yZQ7W3bq;#U%coREVq z3m-jW^<8T}$6wK7>=ywExWH?=&iCIzh}6IT&f@ z@kLrvcHsL5Yr@$~N+0kfb@$ir{Wt|p>o>Fann4BqP7vRNoPKj%G8NOxS^ zKbW)S*#VbBexmxJcg)uKm9~5wM(#Pl8{sH4MhthSxV`?qg-_3Q`B1hZJW0fhPUWM%IM}#F` z|ENg#H?8*vTsw2rVg1Q-!SRVw>%m2ue`tG|IaB)VSEIX(%hkr_ z`avh;kMaD-jQ+=&=IlOFDUy|ew1AtP+8!cwIBWt z(0|77r;DlHB?NWre?olDr;-{S>IVHqy|?FLbNy7T1@hN;&&`Z};A8zWe*a!d8I}>$ z^}l1}ruz)~Lk3FUnjs`{?xYHwf~N8Z`OtsH^?NyG_>-XS{2;WNEcg8B`zO|gV~W4s zQbPXN*8Wg&{)c<4pvw#&=l`HTx%Y2|pHclC0pGZOt|CI#64dp-e?-cMQm2?6`NFD4 z3w!r)|DEi~h-Mu0ucjY=5!CJ9{S!(hNOej7LjRSg`!B#ZYd`Y+Z2z)`G6WLT@&EF$ zZ82=gf2n_A{}298uKo&pSM)#ZUD2*}^kY3i9siX~JL(?0@72w%!No1()5QDE5l5kAVGx)qKEee}(qpo~ZG@4D_dH!#z^uM>^Vv_b}Ca z6Syy~+4mUlW3E=-57+FgW+Zvv){YzRKjQv7$~S)B1^ptO-lJB-uou+s*BkHmsqYJy zruSM)3HuA9eH-)&WBb+f3eCROcz&bOhx+ZfUF5D*0S~6~+p?lmc-VMe^!cA|x{ji?{ zUF!H(681{yAB;Ed4S+w5VUz=ibhSQvj`$5D&mPXzeFQHh8&JL4JCb)L`&hi6Z2UeC zdve9z%B!^)f0WlnvDdA{BZz-GQ&?FSguQt|8sCN-?-8r?ISRVa{?yWlz8%L8;}vCo zJDGnd?@I60Ka&MaWZjEbZ>ayx#=I)J;H3wtJO@ga$vKOuY2K}y(*%U|1kXZd;XVb*Z3 zZd6}ZuB@lAodmr}`RgNVZQZDp=)_0-nQr2<1uZ!2)9{`<_yg}z!~X2*5cz`lY%h^t z9gli~-!WgnA9#-(;V&`Xy+8J8FYGCe-&>N}H|ONV9t~Twq-<|d{xZe>vzNf{t-QD1 zN!Sk=zdyhp5bZI}AC=y$Vm!tv@6k8=i9JywYpB>0<9&BK@_zvNDcg@J^c553VLqaM z*ry|Gq|bPMY{WO7?;6(^V|%b(s`c3kx)4UXh5pb#R(6_krl`oTjvwr!u|6iU4T?Q} zd%oRjpnP~J-{Ds$q=|oh?qjvztTdEQR{FChUo5lpvxb8??1f8OCw!j4#GhJuc+Xst zs~`G&kdO!HFUSiI>-r(d>EzEKot6IBej>b8re{UYK2-i=_P13)259F(I43gpFYM8k z_uXatPVh5zj|KMqNJl)*O<>=s+J7=pzuKQh`KyhGI={7Z2je*c#v>`eVExhf7vpDK zul{}fu-<6>ugd>2+$xT&b~wr9FJphIVaZ=5gx(3huD&R@0{{QBhh#QzKJ1*=iJ zo28h!q_y&(yY(UW?#&CNFd7WXQU78wXs7PLnGY+i!ZT?(>dS9zXDIh1YSc zA#J#PvP@|?ZRS7i1;-J-?!17nb6?8}{t^E5m3-eE7aotVEndrM@G@~;g?(r_!pFW) z4*HLbxFc07+I4B>_Oa|W5z03>*YiCxhf{WOkGup$=)Si&^y&PX9UV5=+u=tv3#RmY z-_E^HEx+%GcHKls$~N{Y3KcRgopjSuKf-V zTwY5R4-8tm=+k9}bJ3XI$LchV^5cYN!8s`QsXF>C&j;OPmV+@>CjAyJ{BycC9qPBa zdsjg}&Nnb_y6-(6kF(s60$=S4{2m?5(7xH$_xW7gi2BX;`=As1W#Na05|nj7{+*G+ z=vQmdxz02xlD>E3ru5dq9*2BOHx~5c9v=3?y79NXfA>JjU7+NbE>eVeUvI+SKlZ!N zaTEAv^t;46Rv6bkNZdEhKm1MOuDz;qBFFT+!H@jofiI?|sSdyPP zPvx_8-k`lNrtT9f34Am9K_|`|jO&!G_~29Ml_(eIqv&@X|3&V+bcb~#do$!~(^>vt z=vmih`f=Wf{(G1Z(X6w*wtnIq5cTTjkK>PzZza4h2mY#7tK_;YSvCKN=x^{n+F@;9 z__}ve0DbSkJW1~N4nLFk?QHFT$QkJUR{E@eI3L6OKs)3lKfgkhaX*E&0v zD8a3`)<0Y82me4nP_b>thn&W`4}6SQaf-k=T7%nKh#%Hdz^PUEG&)mERW_w^PH>k6)u;4f zQ^T%a$f()t7NB^1=hfl+*UkQbxgQSA*XmdtbESL->Yx4^K1q8Y%B=tM-anGR=Y?CW zEa5Mj)5KwQZ4XXC)A4IV?|VSLm%j9^C;P3mz;~pA3KPUSBnOr6&GD@czh2sUhqx~t z^Z9dk>!AgJK_K%nvea#JgrTR6o{k}65 zYk{0l_4;}o@n++Pe3(DbV-ar?erWnyz&Gx1Y{K_Xf8=NQC5ezS1R-bTpkI!FcT$l9 z+w%=Q5GmeAPt&tyVwihfPT4J`=tpUSkn?gdcfG(nQiqM@`&^z8C+^$0e)&E%gGaLc za|(MIqdsree)zXV`&IduixasPXZnHp1wN6Zy+$th!amMW-&ccN!TV~^Q_Si|Jt)`c z&&v$o?0u~ARDlmc&?yHM{&)NAJn*!1i!ma&Y4L^;5A$j7+qw{5XM)E0pR!$^tS_g= zv5%DAj~58PbAF7N{}m{n6V%B+ufuttOXDYn4mu&*tH)6K_B^H9#~d1g?808KCZ$6j z%R$B8$K6_%W53Ud74q+d^?U8nHlqGYgjbCq`dJPpG##73ayl&g{ap1JVQ=_jPr1o$ zp0pD9l?ksZK^^^(&G){QmXy4C?8Ce$@jl1Gszd*(+0{efS0OxCf>@8`p#SKe3z_}3 zVL@BMW5oAPx9T3fo#r$W_-5lD`a56xW#w^UuNt$V|Fo-9>TC#x z*@kbiK>t(EeJgUcT#KbT{is1uCqMYBiVsx%)&GOIuYvOr;M-b1<}c0zl8cY^!+752 zMg`R(s2jg-Uo%~kYX6t_E%Ch(^c%l7)~0%Cp%QkLa`fIUrS7TyX9;&h|Kq%h&`j5V z>xmUa1@Z?hhh-mKh#jzbrFa|(+0%^OmLas7|aHZJcXDO%h&_OtrC*ssn1 z`h?ejAoLV#@Xql>3Hz7Als@-GhNIKxwBQsp?SI@CME@t(Km5qEJnl-@OTyk{?#sIK z{kOY|`Wq1;jS1@Xf3I%au1ovqeGQCDa^KfLJ3+syzu1ZTZJWQEzYwFpu%=W&GlJkV zImk~n{~~!j+_`D1&mji+lBe3AEwT;vw7Gt>{i8e8+ngZwlXB1_w#8?b`|IUzjZ^Fq z`g?{gv475QVY|JiT5Mp%8SMtiH4M0Y!a`t>g)`*jvru*<=o zv*X13jE!ec_g$7oJOA+@JWqn8CMY56`HSoFOWihCh!*Q_*!8Y2tHf#hmsW(=nxJm~ z9C&kG6x%yPy>AV@B9(IAx*@0Rrt@bGy$=Za9h1!W0qYO96kYT-OuSD#vth~f5moDn z`r8m8Z3*h;kAvf12c=GB(*2RaK2G3INxQbwo||0YoAH1B|8o79@}KzVxnr-3^QY%G z>mJV5!&TJZp6KpGP^Z6G(&qleW*t=ZckEB?NPovTcOblu1da0ZetOkk1or7e?u;6B zDZh4pV%GlLbYBO2c~r4ism7@~)A3jHY40nl`hP*2@x#eq6y%C={p~`8bS0?c-+=QG z$5;pQ7g31P?N>(bDeP|h{3SH8u6tP>^EPnii0?)}`V!RfA8%jj3G@4_Nty{PO8ASb z`JisGGc%e9{jodY^&)6bPzGKLi`{2#=jKN7H8+I*n5I?#EB({g5%^w|zXw5#vm8vg zSR+wdME4D`F1meiYE(F)G^gw~j-RGKsQO!Of$vQP^&|+sv<9v6rwhFgi21MH7tYTq zyUq3g>iUKEH6VYD{L`BV=|d3xBnL;^eK{pLo_lNOKmIhsxD0lxm+Dk-Wzqj;^9Sw3 z`mLUyxp2gr;YX3b3$#DE`iELil;OUwR=+P1GM1oj{)B$^_{Tl&+FK?E}*f!;Ur zi}h|&F7-O`zV+HHXHpJbrrkFkK=}s})Yb1;{qaZAzeC+nuK4ar`OW$tl6@pIsa zw-q1XIaGXZGk!%Ae>Z+a$Pj|M@$;xN@|qOc*?m^O`ccB(dice~ZN@HYYjgb$zWzU+ z3>S>Tf{CttfS z6ZX=D`)(e4^1OC_U@QHQ%Pp0AKutNSF~dLbZc_GFi=A1OFMnzm2DMA0(KIpbY#rhi#U& zrdV1mqEiezOAAw_H3h5QbDYMJZ36w+NDz9i98}KFJsu5RcRchqJ45MC<6EtsHgTws ze-kPG4}uN^W#E^+`*taNI}g8*Z8sRoFY*4Z+r~NrIkHWnAM*$r*U!ME>u*f-zQv&D z2YhWY?D@`aqJDqEn@do~|3QPMy<{&BrG5V5dz|pMQ`)OsB zb9R*DsK%`Q|9<|J!e)H6o=~?8R3ZGQ+giVxFDL}^N1^v-4W2ywr@~&uxc`_>1uY>6 zIU@%nCNFx=W*oJQ-qS5goIgiYtJ5&mSa-p{3kdJ`f8s0t0?wVy_wMQBGs0eJO_fEB z9rHHkl-*SSg}o5;8l$~-02Q>5Ao@uTdU@|oVD^XEgljBReE-?sZbzZ~$Lb6E&Bh;e zLar`W?w8l*h+jlM78A^d1leEdxpXh33^f1kDE^qDKNRQ4W>)`y%YRYyJ|y}tx$i^5 z-zM34kpBUpOk{R)5`pduCaEMzUswtJFh6s-gX(q2NFa*a*${5 z@{A3i^5@YK8KM}@X-35Q_J1~1d!KeW;r&Ta*Z*F-hrO4)PdfBIxA8iwL+MiwlpU0- zMjK8+Q~ra!59Wo@-g5;Nw3?t%ekG8<&f1jTXl9j*+mm4lB@ z%X*U<9pQ#`UA<3TnNxPt`jHRy8})ay_5(i?{eXP};y2Kb{}9yCZ+TVZHT$dMk-&wekD%XEnDfwHiGs@kk8+pXJ2Hk|9}3z>JFkeh@ejXc%8a`ht;6{ zH}uD66+%|@&RI_M-%i5YMG*PqVEl>+PbI8hIR8qnzb-0P*t;k9`^^P9KZ5-JweutG z{Lgs*%eMIw8iM&_y#KL>8n_P))u7@pF~8ybf41TLe=p_#o1kv|{9h-A3449?|2OiN zW~=;NW#aGGto`t}i1r)T&;3OA0fLaTa?s^c;A`epv-7p`e6u+JYGZ%q&%?6&cU$SF zVlB|W@eUK>&FCL)a{uuV6?B}Sj()}7_S&LKk4yVrVkwB=j$zLt>l`1!QU783ag?A= ze{tNI`<~=Arg{3*OK&s8U*A7{WQm7$1bztN9U-VY{|dV5{!qG{uy@pd>|%w#?_n3Z zPM>tpMc|vYpNciiKc{5kM+txLu$Mr&bU-Pb-bQG`JdleV>wzeN~9rh`x##Vf^E4lXHUlkbFi&J*XN&0b?picgH4SfEQg*J1`^>p4T zasPgK^Fs|g{LxI*e~R!T2_!%Bld56W22DY%V_(z3zYvNLEZZA zvOV{07P@cRHpfj{SsO}k;aY<`4ASl&o3&p>3k|77_)8j0oVKZZYfeE+B>lKTP^bSU zRDAiKeWmZe(Cdufe=iZ` z=^wYLpg4lM`JmubUgasMOC!?%9T_vLM_ALlQSUq=1WjDEBe>%Y4HE-C82 zLmBQ8)Qw+I_04fok+8phf43=4eE&W_wqGxMw^9P%tbT6t{qi2wd!HcWlpG9Ld+aS+ z@)Lix$&)|Y{>6Cz(Tx5;lllLU=zc^{w|@FbQ$I*w*G$j;U~inb|My_!^qQ&fHQ6T*8=P&fVovx~ixLjHah z<9PgvxW7_xX^Vs$>uYh!Zh1;So)OgXf8ea%7Z~IR^eW@|sagM{9<)EX=SSFoK`t8o z71>sQkQ>I;_-axt)`*=_M5!OIHdc>ib0}Zx3HKHy zg!u^k1d2~X`1zU?0_EG0&ZEQ9nr(&reNFN223}KbITg`~T=;+4et<@!*u*l1M*35Y+4cIqec8`-=nm z72Kn}SF>fKUTU+-#>8vk=*YeRIJ$l z8qaUc=x;;ke~=4C`_C^_!B>KqXL8V`Qm0Rn-}$LIKOTu<&}-9d+<7nTucn-`CtH3R z_n+UWpwz^W=w~_FZ)VsB=5%Jv{`{9N3Hy&djn`HW8lm0a`%d_&2p@D>@q@0vXN}tr zs9SW{Iq_aWk7tX2U+u2jKM{UP!p}ruD>(RPBHK*&KcGKHw=6k)Vpq-n%|duMU(wMY zzpnLbDQHI76m3_p6X(Bg24@^U>27_FYRty(f1`hdhM--^y?-_KzdV0a+xZsm2Q10u zUlsr7@7>x_|Nll1>y(VAoZsxF_evpGhSPhcl--h+e%KSlK1;?Q?Vslg%S+!+F@M$X zr#XcDHXA>c{-3`$WrlAiKh5yf`YjgBf201Dp4y!k5D4=5d78Udr1;}A;_81r%Q{kg z{Z}K;H*MO5BU=W-%LRx8dH-Ii^-~sqE9=L#&2EbC_to6{wIBULn?D%|FFT-yAHW*D zVI>pQ_gZ?&e{`D-S^%SKSQ|M%OmFp<3r9hPI-fa~J^dEX6PdIt}!D(KHl zcn$=yPRe9F?%d(N)Q|2zfq&HdPsIejS^q=-M*kb%%gaLbW+ezYBiHZuwALL7_y3Ii zC#NfaX7xk=!@Mw_KbhgHwfs8&5}D%syQ$(&sx(J@4r+H!KqScTRsFbkSjtb|Z_)nh zZf`E<>{dwNo6-NjX@97YU#k9?Q`DcE=*~mXL8E`xS&szCfj@8BdhkiH|4egcWT_#A z%L;rm`r)q~{A2XjYlaVUFfZWG3Gw-e?)(I?PFT~e>z|tMvRh?Ba3cE~%5L-eUyksH zk^eOc+Ki8RX|#X*qcoM|Gu5YTsmY2X9v7cVK9yy!J3n#QnL*!YMHGK_bNOGgzpk@= zX7fF37rZ?>mQ}hCze>%kFS1p78JlVgSa^ENu@2a%d&BVW#HZS031N7s&CBkSo zAkx+Q1@*YMQePJif04ZmVby<_2Y+tC^`TZ+5;F}cxY*jh@pMu}j{?Yu4 zqCZhT`YUPwYVCpF1LQaQF@Rh!>bJ%)?r$MK_ET#69e(P+3+dSveycA0{~7J!Rr)pm zW+@+z?6strFJCJ=IGg&P5&YcB)bE}J_Tl-g1biOAgBAakz4sn^@Kb`!ZY7U2Hq5_7rj}oXThXi7 zH|DU{1ife%!bnH_BKp37@kW2D`4d^Uw2s+U{@F_SZ!_9MCe3fh9Y{VY^Sh1*SLIP< z;crvTpPR!UE%1%?TbsLUTODdo8IJj491nb7RqcK@MC`_GQE;g=fZYCeJ2Qv750 z=Fj(*DqF00AAU?(zq<0V)np3)>?PW#esA#P@Ta}1dcW!E*Kv;Z7V=b`AKc*2)1uvQArBC*w#S|;{>Ekb4}6r5{z7?4+mH46F)Lsdka-wKx!{ka`E&9F z*}eMo8bihU3;(z3{Bb7#!#M=Mqdc{KCy|bL_$x*GasLMCSicZP`w)hH2K+2LuKT=- z^W#==W7Rj8H?yBMqIOSO4~ueDpJ^=S-+DzKZ6x?NX?qiy>Q5i(iOhIE1N0>AUu``+ zAge1y^LG;do7a%Pe$Z>YuV7q%U&`*=&#iGI`VyJ(et?nQe-DG6L}p*0#mdVmyK=}= z=u_*h5kpJyyNZ0${KFf|YgedomMhuYivD}9==YkwWBh)6HZfPp@B5kPU&v3iKWX{k z$C4c5n^c}*z8d|}=NA2=jz?C3ua>X1AO4&n-%tDvA>Y58cs=I%|%3cj!~aWpj$s3oFukTT1AUYJIXlc_lro zfxk5VMthRdr;V?XUg(EL`c?UyU+9}C5BWe(V>+lZwN+yBt*Pas4|s^T{XM zvo@m-T`99PSbgC03h_Mz=gj#CUk3uBPkoTy)LOpWeq$U9qytU=RXNtZ+VTfSKAdyn zyj}M_oO`8wCJmjj!}mh=TdX!ATO8sXvE+AKlvUP<%V%G$}gM~XD5Pn-%}l09zQ01ZT8~Z_T{&QJ(%OTk2SNU z)9y2*BRqV^(2w6Fm-lQA`C|cp82z!NCw!cv1Ip2Udvm;CectDKGIFx^J-Eih(Qm^y zYyJRn&ptDiqZ>b;`D+rSpykgWG*4JB{JAV~UNUIK=z5&83qRU82iNgWg2$9s!k;$y z!&C96t?3gOH$da~;d?Il{8#Uj0Uvrh=tsSP#`=*D{jB8E+4G{mFmB)j8PDfiuUpby zy3c_5wd~=dY+FMeIm$)7fX4d&H{W9{7R*z1{m5-|{YOpiGvoU&#$CsMUSXH+NV$vO zIiKUo4RIeKWtN?uUFLI}>vyK_Ss1?>hVNOpe}s95ewO>!V}}0+<~JiG)uAD$8R&e! zXw937^{NZ`h5N6N+n9$kK5x1Dy;Sn$`&);49~Jf-C9e3UtkT@oX8Q3x3i9Juzej=3 zjQeZw4WN;K;Lq)6_2-uxYW>6aYV@ZZ&7` zfAhAb2gV3{usU}G_r*AB=NjlYK(qcc>enTx-qQc9-@~)kJ65golXFGiUJ>?4y`PkL zy~$pCkD(;tl_H37mV=vnw|vLCJS?Dh-{Ehw?oT=Rv2&GJ{tKKv>$BvQF;%*g1NI7k05^i474BQJufRvU0gdf9TmQ;ay)FcG>rX)V zoA-=6tn=u*J(#tm^bKJSZ+zbOv3dML={{Ox!vCn;N9)BYXgdGKZoe^a;oWNt>r&4@ z@&+|qrs=O0sh}zZv5v~Y$Q{F9GY6+4pKp0zWc?{U_~89%rQ7-l`YTa^)WB>C?*P@Qz+9>RS%6dKCHlbv1PSu&VKg#4j zx+@h_l_1t*IjH&5_qWu-`dyvgYqV8VXae&mB(#`!bitJ9CB1ffsM z!O?4@U&`+Z<&W=D{|4Jf=~Mi&tZ=NQ`6I4D@wEtoPvoFOVC^?j_@gxs6TPmpC6pdq zYGRYr2YfjNEj8(f8$r-12mSL@`@{lHO&C7x+797Q+;TqmvK})v{U7ZH{8{^BzxJ>8Y$-UAYr(#hF3wmm&T@LZf1wZ3=aSo8g6(dyk%Z7MasRzC*Ln(k)C*{= zAN63LhVN;JM?sA!LO1{X;aOSAm_(K$yf8%XK1e)BA_bev`nRfpp16V%C1kKa>PC-ju`caRdk^kQWdJ?=T-1+#1N`^?ix&Qjj#>`}<$EtguB8F}Xh={ee%cJ0!{&q4R%#P~P3wP@>Gd(EELo$y)_)an1cKtO`j z+T+sZ8h0*>{m-adYic}PQk7G7OLO|s0udUFKUzCZ>Qpstw{YKBasKn-c|s;X|56;; z&~89u`?3CmuhjdPSp+`Tbq^{qJqos{{-l0pPmtX81Nu{P_s{>E`^cdoI43g7FHdT3 z2ZG>JIjEdJKEGAI-mH8#h5nuA*7Uq7Ce#-4qYdG;C8*oKd6mojkiGm~#lPtEIC1`W zu)&YB(pruGFm8ax@uOmYdj8OkGPEaXlz-vm&l~GnYQ>+o6GyqI7tmNg_TL!4V-&4rdKo@1vGHRX5_dedm}b;ZN=9GNo*eu>!vf;SC|Et3Uqogt^T9?2&7(k*8Q? z!q0!B)TJX|Mhg6{gx8Ot4m`Hod6MNn?S3Xpn=p2h5(*DpxUE#&V1bWyu_vYL_K%Lv z_g+cU2KKw){_?D_N8X)vUfxEjdT`X!oql)|)XBflYn|^1e?EwRq`c==QPl56cs&Rj z^|x?(&kFJv?^#iI*ew4sfB!%3zB8<<9BTL29V>QpEZESoqGBC1vDZ<=jtvzNJLA|Z zcE^fk>;)aiUa%J!Hg(J9a=t)KTv~XRkMV6ZM{h^F8-@?#B<-$xc?XlB}%s zH#lEK$yw#!^dHx+fd>TrmCw_Ak|6yckWOP+_$Foa*j<~mR5;C0z9k=*?mcRnj_2Q( z!g~?LI;iS&INK*tsdd6TyJMUEV*U~K)0~?l*LC3(+-m+k=spVS?>EbRlxjBf`*&DB zyj{)p4C9lxRhr#nTiXkMZxWgyc7-2_5$Dmp-rs1HzHDW|54!^@ z+aHQn+(*N{F1~{gROSbsKlI1R>(i^hb~uXk2U0|Xh#JN({=H9KW)7{UmD_cCGeiCk zAInnWpF?{6Aze^8eaMOVN$9AMqypY;Mf!s&fDcha`SJe$yix+j|Lj`zKp?9?{^#aR z>*&6&ncyEn--mw5@7Md;TLpMrSU=I)ZwbKo08Js&|Fj zM~L?O`_4A?My_?@w(|F;_W&?{m-nB>P(|=O53z^Y`?nvtKT_;JoO{s! z`ugQA9KpuYk8wm{r&VV})t-;p%1T26-rkB4RhF)FI zIq>z6n9`h*vs!)#hy2U)mkAVLB2h#BLrdBxGhf2s6E%#VOaToqvBFsvR{r!pM)aTQ%)L{PueyQ}BxzT$>_&!y7k7yq8%_oX}T6OwV-f@T7uZfr* z`22#fUwhZN#{GM{ibx-N4=U^bEV@sQd|i;<696Bm%#ZyO*j0J{=SOlcBxA~ncEP&RpcYx1kEmY8X8omT z#e2lK--z!hH&D6!5Dxl-^MClhihisnY8d|qRJinB(LO)>k9hVbF@KT!f5;8`E%`Bj zk=L)*lHA*g<|3*R|FuVwSwyWLGEBM_%6_5mtCn|2%ADL;l>a*VzDei9FT2o2Pn24t za@$X>bcr>iucdyvcV|Y+P8@;!>BpZ$4eJlSTTeb=LtH=SyLBo?;0b>Y^3QFWt*;-f zC%z3tF;7*Uc6)n1QoJQR1#SLXl2dT2_5S~j~*c2^VH@)MMe4>NszyY8v3u; z5x0&j<*pWwiNAGK;E~Q=S-n-MpNk8A)H~?6>L2zO=UOQ_tNFKvXS+;TJ1mjL|L7M(EaU$Q9Q-IZ z&~KF=?3dR5O4!Wbi15t7FR%aXAVGE#HH<&DWPP(=*-PgKFt5b<0b9rKm_MWb<@a!q zZ_uyjKSJO!%l2e{I2bLzE{c)T(;wLR5*iud3WXSXC)hs;1t}d{v9SfeUzX4 zp6MQn=qOQyQ=PnZ?_|Z{e)b94HtoTl#Jq&MCNQFa6j@6ndgM16DadSCVcq zWyFmb(f{@SxBk6%1Apce+^YNthw_)#ulG}cBSa1M*RK7PH>^;%t;@RB3lsC_irxbj zt%}#}-vQz~OcdiJv(vo(e4EZc!v1S`PENvpA0)m*L@~}&orjNfzQy(v9xdjt%Pe@b ziTj(HxLKG%y=aMLmRafT?yxvJB0e&T-ho_UH#ofPjW-`I1& zZBRk|JrNq;w+oeb`|GAPYe355Kz5PJ% zKxO^I`9}c3WWWb1^CKL_54d-N@8ARd7C-EV)_*&4@c%jNdNaBZH0goT) zpQRt?h$5Wo^m*F)9&6IqD`sTLFfo4*IhV&_-RE|kf?Jgzc;bjx#uGnJ5nUw;JyD&$ zN!#x-y9cGy>~DOPl_h@*9#Fjg9{C0Oe)&s&hdQ0!C~-7@#JDQw{232smu$)@xalJO zxJ1;@f0$Z5c&vCIeG1wZl)D(9b~73T-!@eBAsW&ZKK{{46NtXl#Pc;V9S zIcx7LE7Fgk1a1;7iUig9=h(N;S=a;u3`7SF(c#clw-`9fYsL!9H==%er2K@BkUXEK%4A)#?9n!Ao{{(y38bb{!M%DW&%Q5!T<)f6DVG)ElT= zf0|f_h5h-y{`b1zm+jX*%J+Su2K(i6?Q9}*IN8~L%gyEDJ;v&f3-vlMUSB_k+@N2V z-(-Sb0OyC2v)X^zTX~NK>4JVe{o5k{^7;QqB*-(OkW+Q~v~8BauG4!e7*`IX_f#;> zizB|rL=E~A`>y02rQXSVSANfTRgB-9wx6A}szG^9!L8;W;b1@I`hP+Jo+6-5ednw> zqG105^CEftfpP==dim*imZ?2|potS21o>tCL%N_}PhZ!6x&Hq6i83tX(Y1X34LG{& zNXkOjZ5iJoaN%s;UBxRp&}R-;Hnw}^@Ny<^s^Z-o^PEcexf^KsQU?4U+{3_n0^BHm zt(=_bezty}UCux7ar`ZK4b3^u_W(}~>utb4)6$D$DeueU{x*)-Bl)vuNL;h&jD zn*r7)c?$d);Mp8ec!F~CXMV_x_jS`#lpoxXr-iw_?C_-Ybp6Kt3Y6y;_a!d2_Ug7Z zpD3T5Q&hx~!u>RSj6gU3e8ZedM`!inzmV1LUBJPxeip*~@6Ay>-sLwV`=9iF|bHQgED&b9XJ z$lKKP$(hx!v%mv_zH9MkOw|st1+fM|Z5%6|^ zCj)%H931ID-w>aCo=n3>>cr2R0p~ob@;ijj2z?&or~&sy=nPLV)FT(l<5KQB`wuQMt-<+!DG2H)Tj1d zS=dkH2mP}azaw`fJVp3JKDg!cCGdy*uV$+Xo!vv&AM_`{$6G@9jc}K;q*syfXj}xo z9r_QHhXpUJpf10bUInRrC9xs2{|tFkmQO}uFHxTG*TOrHJ#_kJeQNfhlF)bLAMs)T z8}%peXKU%{_)EZ-LU`mCZrNUSAUrGR>wL2B=-<%Zk)M?9O>ggzSCe1g?}U7)PspK# z$M{0Gcfb!tdCU8MDdn-F@kR-bcvF_Yj#sOtr{iJ54f(*2@@SwAKW={*O8WDo(ErXB ze8P4XeC59DhjQo}@WT)f$_xI;kA~+}Uc{%R4||)$U~dr*@`Lh)yeZunpCz%)D*W5q z_HFnYGk{c=fugR02L+-EFw?5vsjNdNl>&jSXmh%h!Mfm}Lw4i0Ypz>eR#z&}64R5Ke zz>h_H0zN6?lh-xjhClLw@-}y`=j!WtrJB4<*gw<<+J`2ulfbt^e2@qJ_^!Eid_%Z_ zpN#l1KL8)(gFo^=%Yrx7LCjaQ@v@s3zrwBY1J6vaA1yxJt;u7@kuK`@>*W>4H2bR8 zFV-7L}xg$MwsPX=Fey z_0v}nxiV_Y0$A5sP0<w%@T^EE@$3DSQ1y$;b1=dL-6Knh`(NEmdditSiTq0l84|8zyek%5}s}g^PHlLkGo@vj?X+n8rrw@kpV5ir4-!QjLmA$Uc zh|$+GKYW^+&9$LO{|Dm3dLP#9)z1M%`@Lb^cD%{u5f&}>Bg^DJ`_j3JzMqqY__Gp4 zd}e;1P6^63IuD6;)^WG0t&VrK{X7QVM?pQO_B_n2g;~-L9DhOV=M-G&STRlc8l1$n zaXnIB&x74e9l!p*5bPTGbJ7o#kD>fRGZcKzA_z~eAcc#v;K}Ld(e3Cv_Dc-wxdHAj z$;^Ip+|Ps5_jTa!Q9t|8mx~*S`p5nQ^v1xyDe&A~=6U0MClA+CVn45Zy4@e|UexPf zvm*L`c|EgiXrqsve>^PC16DBe|I9dvZMFQ*(S9=QgnXY_Pg(mVr*BEeH|^iBQ|NDz zKJ*>=hMuYZuHj9dDZUG<7JpPTMx5unnRW4@shx^&@Y|HW8W{4Uzy4l+S$|+}p&zhk zYW$Y_OjyOp>~fwpB>%<} zd*%CmuZPf|67;Jddcs?&c}`8!IJj=Mju4!bSv*SP+bYOi0`j#F@fBZ>J1^hEWy%YEUE zGUNHSlhapR5#zU9cNaT8a%?R4Q(OP?e7p_`QkST~{`y2ze$93~xto~2@i{U63!XM( z{PmCe`~!O7Li~pQbIawP3Cw9?lSNnRZ5HQAZ~nEuUFb$`v;J$*2D@OMqOFtKKK}f# z=OLHSeE^I^el#L#(ErgZ>(6J6=sqmQdD?yc2AqPM@B{s`!G1br zEtV+W=Z0Qs?O(r7Sf3(lKos*3)fqhC{&NOAPs9s67R*y^)gQD!tkY3)R{PJjR`Bp_ zO&{ZLO@Hk5)tt>HEz~AF1FzKlHB%-RB3tt@VfU)8=3HJazo~c^rBE-GJSpii1l*F?@B+q5;c^+M~CBgnNyLn zAG#?atS9+TIytFB52t>@ezv9Worz+cq&hA435J*Y=kLF6hYEw4vFB5tk7IQ_4L9QJ zK-5rw!6CmSD3$0w9L5K}`_IO;-P4Iva8o<_(VnPb{1)HJ>8=v8@_ex|+XBV<#f1Th zF`Mc&67pNCfAk+1e}_~5f%L8MH>2@4#&4_2%;>%UQeh7Mj`X7wQH)bnXMo3!*X(-K z&I1#h+!T0nl|T6>{997Tle3mS&U0d(xv6*cuxRJzoRYI@Kecdgf?$8;`F9tJ$ek$G zlT>Gj84s$~9-ll9BK8S9vozagIP7vv?Rx|!u}+D7TT0HV{2o;PXutA(@NN_l^c(9S z>Sqg{TgVcx3KMb$FwD=NmC0L2d7z)??@s(Zh#JN(9;UWQO6-$vrxRK&6Z5~~{kDuf zebJRuaI5m8{=Ox@wfaXo=>J2^=M)V4Zr1qI()YukO@tOgT z4(seHocfzP&2;_uBEEh^p=YYovj1S;FKd_IiX0N_hmA@u$#CCIzt3lz`~jl@KDhI zcl|Cr6utkH?Vq*$Yhne9^VIVC>kyKAC{Y8koJS5NJUqz%)0K~X*bn76!dXinc=VV* z$awVD_>m6U71n?8{a5-ij40Zv>I~=`_g*>Xkn_Z5_bUwgUAtX5$K#87a|&)%|Lm## z!mf;R_*~}U!(xK}H;QN^QRDb2aqm0DX=JC1PxD=5un*PUpS=EkaWBC?ocKl%HIR&P z{U0&xAEE!&)?aL2KXLzR|D*T+wv~T?bRRpjkbe{jJf5iBf9V=^5QP1vibMA7hDPA4GL_-aqe( z;vMAOvs2d)aUbQwxSc28JZ{J-xYhbcIIQ2`{0F{UE5BWS_0qq)e~n>Y`a`dKoi1js zk?Qm@{w!&Eugp#GPar{jiNemS&VV15ykecn{$O0K*&p40qhFjv{D%IovroNvB|q6e z=(UEYQkqk6tL67UGk(zf51fy-HGPDG{gK!Irci*zL}mMJ8r4U*ccH|#OvjU(L3}fb8rH9Z z*Dj7xLTLX8_D9AOvZnv2f0VyG{m(i`!ppDFl{Hv`m zUhK^zeg0}&{!OMz#2;zCM^K|HC#Ti+>q+bXs6ToAe*s10N7SG{vBO)v7W#wnzkHwA zR{7EY%ImiaDcwax4dvIl;D!WdTAia$!#;b&{!ft8n4d?#*YVJ7O&@jny|kChJ-5KJs%9QUB|RZwFDd6V>U{Wzc)(*Qc1%hb*TB9&y0v2@~HR(D8`HO=7Zwpb_8P#dofArtw6JOu&IO|LP_YdV# z(yZ0(=LY)zCs9NH>-*&DdnJJ0Q)y5B+IuRUIGon%&)WHijTF&eL=EL1I_1%OB{*SN z*#T+SF*ovG`K))%z8^Yra$2=N*3#cZ5p5=lcCI>oF5Cv5T!@P+`D^dN*q%PI{bxM6 z))dkF?wh8>M0VhacPstaM$|BW_bb?CcC*uv9ZMedH=TIQO=V&lG#H) zP7^iguaooV#|rS|5bjis<~{e77$*4l65l?ec0^U;f2ff99xuJ8f$`I|zW1*MN2gx@ zQGW9Hb3dhboM>J>ec$Fyud%q5zdkJT+f8wPD97?jO{zT9-;+H+;e&`8@*i5V_A90J z*u*_Ud&RIK+Yj{r`^FFY`k6d_JW6s068({=O7!>0Oozq(ySD$9dORE0_3xd(LVx7_ zv%g8+V4?>7IlST76=h?MeGkVj2^Z%V`aKGC+pEI6Q*#n{Tnh2S&Z*A$;p`1-)?-MT zmaF~|>({g6ca?vwz8}wDC9QMaL}T@9LbAv)X@I8$Vl1KY-3}qx{BL&Ts!H z(mz3hoFr=K|F?KHNKl;G%&9b_>j6=I8@#gTIU7`8@LNmYTK{{B(*1|1fdm&wysrdL zNO^uFB9;4p|1pXXkVO8C&$%=ZDAaZnLT6zoCwQ`x#;S zdxjzO{R+|CL{-xH(9=Uo)jgFK7E{kb_NMRKeLgIUn$(+<({z@8gc3FI$1YissPN${ zGxgbVT)d~|R`%$IiGx}R{&U24@k@T+j5}W|ou&7%M$&s&Xg}wP?*dVS{f#dZlEh9e zYm;TX!wI23`ByJGpESgFJUA`dV1eiBOZU?$Ijij_)(RflC5q@WQG@;7cxLkxhW;P+ z8~s1>Z%zNdzW$tz+bX{nE<{>?*6*8IOCRZAT(PS5fazH`aFPC13UGrc?6m6iySO?| zDO|z-oNq)7t4{uE;>OYJGzDZPG|19TF;M({GF#?YT9hB@!9c&H60r&aw;KmK*c92>8S^K-{t`#1XeO=X+;%k66$Gpp2fvHqh>DRlex zk*0z_k_5R$)G&YM_I=hpmt=`YG(!((<3{MO1J z>7e}O^C#B$LtoVWZEoS)V*Ro}{JL!IVzZ0%<0*l3q|o`1pt}B;bmRkbTa@qZjny~U zV*36==+X3U8};#H0)2lEf1RH<+#aFa|1I|8)W~aWA${*u>C=RsFZ*!>OQaufi5lkr z4%e35W!|}~oXWp9MywyLQpc|utGbB!&nx0fB8qZWouQHZEt^gE@6i74HrsV}Lz)_b z|26TwA!?|<&aTTJDuoY?K6E+PO@XJn^4jR)ox4}z6x?R}gZdM=2^4{~`a?QsKdG&M z@FRVhKbZo&BMQ4_cAD=GYoAYv`zsp0fW0Wc)XFcfzu3y3QvS4DlgniKKtIxw;0F5< zUw7p@*6P*5*9mr^%$LG_b{w#;Xn%eG?_Yc;Y8XHHvkX5&zxxf(}nyySmr<7I61BAPcWTdC_xNaEaw-R*vyY~YSIrG z56ML3mWHToKU=K|8||^?CM!++C*ra;SoBH1KWwf3wk$5cp-9MKhJJn9jE_IgJ@m8f z@;~~xbFkBGvHo$VMIrCyjjP(szxO}hf3sxUH)GwD{cnDeeg-PH{6sC`wSWGe?n$gh z__Akz`Cem9$zxB>Cp$W>(eLkMB)&XE4f^XJ+w%$Qynf26rK>J5M*P`6cNi1XN`KEP z6Y=FBnq3zlwDaCaEPu;MmBw|tD)6w|+_>vhWKJugznPIPQG@;m`^3Liy76Z%+=iYO zc{yw;Af|5CqO$cMbV*Grx#f($MDgt>xcZ`Dw|91Y!J~<)EW? zsY(q*`Z-B%JE8{r;}JLay0VDw4?(ZA_e5+T|6%x$_Z~+mBZM@h+IxEhhXm3U1YYYy2h?>P5c) zV=e#Shy9V~uLVeuLPQZx<#SNppH)`VdzM&NDk8mSX-|9wiK3iT{w@15y<)(_NBsd0 zpMu+%fBpQJJpQnjf9N0bCF`Fxe!Ry6e)<09ALXcoWjtIJ_2wIZxY>+pHc{bKbNoG< z`>S|MbMnsNju9*U7n*+K`&7WFNbhO<`q+6%6T^SykJWQOweOGTUWA7@$_!BJIfT!( z;McY0Pb_$+UR=YgY{)G*6t`Lk{5-hRSn#f@6P}zC;a^qf7+1m{`!rg4>-c@Z!<6Td z^1KY^EU@09;YBqNcvisM)ATVjPw7r(!25*0B0adF*WgEbaKj%I{#t%YaD12VQ_JH^ z;O$6uTsZT)a3mV-%d^s>%ouA_1B@hD4+6b_0E{=PWWJ%`MB(A zj2F5HJgbXlc?#%m^Rck(Wm<@Q;hw)%9>8}4UM2AIGIHP(0v`+Yjq*Wx!QYSYNKqeh ze!vfZ)R$KNC?7q2q@#t;&udul_M7mOcy3?fS)xAW`_RCTH5XU-`&Rs1Qh~Cc4l%Bl zZjXlTnu_|f#J|11C{M_t$)8)pr&Rq>e$Y>Z!#!U3Yw{;C=nwL*ofoJ@czwV_170ZH zC=W-D__0og@qgAf-ItiVymb#6~rm+*38*clFGj2~V&JcQZ%m(@xaSSaXHu zYbfd?C7vG2PsNue{LV7w_H(YGz}JKu^#i$4UYdQ<=LNVY27lBi^xM+DRD5#yFE;Df zYFFV#c%*}SQ(Ab)n~|?4KLY~@Stmn z`qudK^ARhuOnf@O2S@!t|KXof{x9(WOIY-wyXfCmS=QgW3Ov=97Chbh!VP_dd~hRw z^7(zOJc<%O@E40p_?#&3jG{gfKPd8p_8gGdqn=_^3ddieUMOz_>fP#a>R#o$?(_mqvIi);V%a|Hx~ThL;V3?6W?)87yep& z(9fbmA2k2WVmt#k$`kRy4S#$G)%>J7-@;F3(sQZu0WWH7v_~fnud@bo$ zPjh`WuD}x$Q~=_;I(~H@8o!}@!>-;cS8kHK&>szdz2i6ZCy5|ygoj%`@1~U>^y$m=Q}Sozj;*d`k6Ja3d#UBo_lY;ZVZpZ^#XG14 zI`6y}Z~S`NO{dqrd1JHvZ`+F>COrJJbk9`QPvDuto&wL*(jTbj8esn+e@c1ubr;zm z<)h`VEQeb@?<4nT7~fj@gUqu1sv-IV;JIt@!~Q2R#HY!F@=Ru${^@wJDgEPE%Ki`a zkx|Hva~_&}J-7v5SjGFFKH`#ZfsS27f77_(v>cm%X(8+%#`n@uV0-v z(4VXiDa#w*p1;^z`u$^iQ)7E~36MUY6xUylDTJZ)xT2B;M;l`OEu_ zT72?&SjT@x{91YGHRA59X(c-~3!gpFe@f{{jB8eSy62 zzdkA?sepGc!jG@Ta|EpR?%1Z6c%PxEMW1y0t?4Jm6AoNnFJD9FS5O}M_CGp#-14TvJ)-Kp7Ilv{6zx5w zJ|r=$AEeYD-Ck+s(?G~8^ULdt7#~62l;QR9P|Ea>U)V#;my#IP&rlAq4{&Sof7xE4 z-zn`a@Z5F%kmZ9L?eV|kJ(uwBRpEaT-gCh(@tzCXfcNY`6^3<9)#>_fNU}0)@YXgn zRJ;ba^jd(~vo^Hu_H-qu;Nl(v&O^)lO-+I-yt$A+inSz$KUTf%^DeKB*NAm!tY;eb zYn`I2yi#t*_n)-4%T3mZ_+v8#j$PiXlSrS$GGU(>=StMzvo^GhQRbJaovGBXx5fKo zgBOHdA8=lO|2PB1i}g@Y_4DwY|K4N|>An!ct)crusar4A&r56in_0+jTzfSCmho!+ z|0CX&%lbymrk*@4&I?%HFYQrGq>p_BoD)Dfs`>XBGX4$=+utkQjuAHmUSDE$2Z!=; z`hFGm;h{HhtNfPt6PHdLG333QzTcR;@x8*^GU(^!v#J5je>pT_GVIs*&zTyf#GO5u zwcghA01sdRC&)`U(zZ z3W)Tr)gR=9{>bBpoD{&0DD=wg)c5NTyTBjoH5A;&^?Ds|M^4{X`O!YHK8f_vUa_A7 zx9ZPVRJ)?w{Z!qz+{D-@F4B|R+KZ|Z$Yw{x;$ogBH64*!-^{hJmADvvn zT08rPv`&s;nWzC=%+cp?wiYWm1vizTAHNbc=&wi1ZW|Ro_KN9`8!_xH8MYe(x-Ko3 zf0p1cNqk;J(auz-PvKT7UfSDCTPt^rVmKFcv~}zA``eEb?Y9*1;XDO7%_NqEZ&KW^ zb@=gzP0{Q&d2AZB{Q8iZqc}NDrRhf^MA6Pwrv)!-SNg}xU3_C$5At8MY7d*+y%#5^sSN!nM-+Bmb^7n!_nZN*7W%j1 zr$p1X-1_^;Wr^=6qG*q*GhlhUH;Pa0;cMFdzE_;L>G}L~#l?QkoPt~JKaf83Pu_2} zP5**}U{~-im96P_CcIOWtA=-~&krh4MAe8I?0+o3nZTA;s1~p;Q#5lW|G*uNp9hcB z?<-fN?@mNf&SvM46-g{;uTPigHxaA>`Oi3b{BrRm{k@J#^d09(F%D8cdzjyE&at=i z?z|ntmR-qE#=MP^vzq@9E9YIEDWaN0 z4f-EkZT=PIFxg+!>+y)ie>oZZ~l71{-RygC4NKua~g5?0rUGSFyTvQ>M!v2V83L%MQiD|p!$Pe%Js)dkhVlIPFJ0w*#@0tr$#G7i?5Af!^z+G zVwr=}TK5;_SD(JOB8qvu>U28JUNYZxg^OK&eU)+Y&$+@gUj;>|cEXSM!4 zj*fYA|L+sxy`evk7HVI*QeB(*uUnZvG$TQp6NQ~no!i~-geot{e!~9QTkZ=~v^jl> zR=jH^pD$@a0kFPfD1WCcZJ)8(UE<2^iMh?7mj!+weRE^hlA`{sl|SyQz6K_XVLBskJ{y2mG4-*2iCN6rd|ngZ=hsG~%U_cVX_zqjN?x^wZI4o_36m z?!*yqJNnU?sGhd zKFq(|EqI|$oPt|zzX%8Wi*<8+??^v75jDtvA;+j|N^ZjYgZ={VFSX+b^dItmn6>)X z#5(-V`(|B8Zg--F@(XCSA(Ez5*9G2_T>rMEuaEz<_NVU$*vgOm%k8%t$=!#jVg4DM zA@>QzZCIAwn=jrJ{YPR+b%TAAn`pn?iO++m9Z{9oo$dFU<$gEscF{iJ;=Fvtjx&Zf z+O6N$#k{U3@fqqrxoTWI+wta-+fMgu;=FmC1!o(LX13o~vm?BA*rjm?J|Ai|yA_9+ zww2#~v3@1n?_Ly9?=R&)8a6sw30<=HQO}4d2K~i(;nbzC*MDm57t%rfW4{RBJ?TeZ zqG;!4XZjs;70c(~^mQS>yuWB$`RVfiSN)a8zx_yVAEJ4Qs>F3v%wZ)jo4V>$+RFlO zrd_x2$O0o=h5mX|`2Iw(4y!tyX8e<=|CzIn^2bw|dX7Ea82iUA`)~WOc<=`ue}E<&W`;4DELi2a|v>s;ghy{*4@GMM;=e90d_{>8uR3IrS9Isym)TPC zuXlLe(rkmgIXSK7-`e`uNQ!7OQLGcFPN(EiJJ|RIA3J5Mdx0$>{~DvbO8#-aA19}2 z6#bY;RGxo@Wf)p7Yn|(?KKXB)^tNo6yFPy!P2a~6HRRuveZ+c}?d8k?cWXolywiZL zf#uVdaN`vG3%qB8{GpADKUG$qoV_+W@wUM0-!M9%y2Gaig5OsCL%f4pWNkj8dKsJf z)0Q8a?Z&&?0`DVRtL|r}_o^fK$D6dj2}BL{Ct%!(S4yb;x`(S=PKy1*ll7(-zu#E5 zAJ*jm`uayMk-jy4O{{<**gu?yB5_TV=!Y*+!}!^hZGMv0f0+VM(D&bo8pc0{HUV=Bd_4MCO__*Vf>id`(~P0{}nGu z$J>?r&jpn4MMMquJ2vO;*UFNpx;c)#j}hxvGt(|^eX&XlPQgun^kX4WL-|?Oue~1@ zTQ$1oak2lptbC7k>pG_Py-Rg0P4Ub7ht|p;>z|NI-hW+8@h&H7(4Y9wRo4_pn*SFg ze{KHXh?CQVe)SLf06kNkc9ooOi1%8uk$*0FuLbbegNX&y_eu1rCyvpajdiO zL|ab5ZSFt5r9ZZne{fJWN^oE2g2!@Yus!{9R`71uQ@k69qMfNu%X>xLzPf(qV6*+z zqCG6|f>JyFs6+cdC_j1s%UbzGd=;-R7pLr+{-PgOiDI0lI(;g|E@r056}wfQ62t7s zfF0gDAo9h8*&_d&i0>>>^pmPHAmoQ+7L@bz$o$a}40sOXFCTp9^LC=(-%Na`iNa2( zPM_LulG&DNB_j$Yg|pA(pTWMR->$6_1pgNLj`@+?emWmKxw%`naQ2SE?ejd9F^iMV zzm>iR5Va?&63h9Whxa-s=GYX$!s+|+#`!Ky{dJ5;e;a+@P1G>{3;m;G0&DW3+uG@V zQ4H zZH93@pIat;=D?aZ^K0qktPA~5ZTr#qqk=H6+~re0sJXA+f9|1-93*NefB$>cLRl&Q zh6@tBPO{qMALuf#PTrw9Uj1JBet>8mqAIa-ubIq3!&;a6D|$OCMc=pW%GlxeBf9OZz9HBiS}ELu4G`FsN#as)d}KaLPJl)tN^ z<6Sn3_TOMvwEeegqWxLZe|i6Ejpe<|3L<@L{F+!H;=MF&{F^(K{MUmpe$&>kstNue zEdkSUqK5GYZ@%oca(|%Hzv&L05&9FJJo=w1uYVEze-mFYQG@*s9#iTe!+RZw_j=BO zuZP6w7N=Hb}hB%XK?-z3hD@qj2AG45u+5Bf;IUt@Wd0d>DKl$(L;`~siO}p-$SgXJH_JH^v62&-0b-LEh8qZqo{9(|(+QDM~ z_|1^;9n*q!yjk1IUq3&pjo+L&C1-W~=ScU@kpGh3b^k0vjKAgbe@ueFzM`L3KRaF8 zc%Av}c4IMFZ;JVU>B)ax43E+0?@x&TCDFV@RT41k&@q;LDEHg}YpyU~`u?}NeznlU zlao{6J-?t2hVg^X(YJ5dM(RJYE+_Y&&xr3iQQ7`4@=9N7`;~BUekD17Vx_ugQhWbM zfA3PZAGX#%>Q8QespXf`kEeXU`$qo#vP@t4pwLA&hWwLaHu0N}dyD=ffxagbmD~T} zbM1ceNK}{?`6~glr&T-HQ}8F!_cuf_&Q+cM*^eYC*Z*?7{YTYPV*jsE!rg& zO|R(3YoZt@nVoln5)|Bj#r!K|VuSUsP8R1B+-mzlIFx^C=TG3zNI$gl&&}~YiGI8# zY8bx-dtQ3W;#(}9xZ3fMxc}U5{n59_JLq_^*6QCo^hn5+i2gN1~`F)j7KVtaznHXpWoHuf#C$ zFLTNE>cfayg8u{Y{Yw<>Ty^^HxEG?}`~}Ki8^4qi{I<%E`cLip4T<&5{jX0H0PC}c z`uANr_6h6#ZcM|6Kk4rcKk5`e@rURNqW#z^KgvbJf6?{dL<1?{JsaAO)2Yw%*d{tZ zj`GvyKLt{m{`arnYsC{R#*gy(Kj743eOw-YZyKJZ>8vxiStlxIyLNq!{(MYdf5ba^ zU%~seU$s9}nVUU&(UxDsSY6^jJ!4{@jSbp!a+-km4BTKt{}X&M*Bf@)x$ufNu`y!* zzRbyl3D?@x7v%@M=O3sZ4D}xyclZ%2SLsaAJi~8`@qf&|owZ$h==V>6_YB--)RQWo z@0IJ<*?xL&D?16Sy|<;~7uc#lS&3h}KW=;b!TKNCkGy{_<2|FDtI0X_c%G>2p#B?n z0sS|LW7U2k9Of_b_{CcO%M$(p=1+B860hbr;2&7yzfSLUV_cNl_qsLt?+2BljA-Yd znsVd|c+bEahn%Xv<^0@y|82_-Pmd6I>vNZ%-C5~vBcXr5i3Z*=%30;#5;rB5&ED|1 z`03?Q4CAtd@BtIc-mEM5f%gpDWO@AL^!lj(?Rzoe{MFHhiz}Y%US045CmML?hVi#) zSM*h7K+YQn&ySB5>FTP|o5-g2Y% z$F@ZuoXrDO{HVxcb9j$T4tZ9sXiIoVobRXoZVg|mHsLSkBYy|NFU&3BA7vKxgZ^IY zcYt3M$1o1x7ViD>ZTmI?uc@8||E>Yo{3~#r*Tc9G_7iTz54Vi3A>(z({xY5h?ss6F zT3&BNdhkd4fL_5L`Avy;tK*NsANYN6YxWg*nMq7;Z(9619+ZrSfcXjJfg5sy!oN>D z_h#Fs&f?B0;Mh>R*}O})txaRDjNxwTJ-ZR^BYC42?{D_b*V}^Un6AYz{=)BhW!GmO zyr)`0^QH{uKbuxWT-ei|_cjCm&F{eDHq5DXbXGg=ZQdyIY%TCoac>jyYvor>;KQN* zARq3jYvD5s{VH+ehJU$*ZXEcv-AP}ep9e@^5&tIn`Qv*N$o}bjke$o>-fVKc~tyFq>p=A3r@ZE$^W=>z_mpe#0MCkl?>ylq@OdX#@FZIbH_r1RKl1r}t$s>#*hAovqkd5S zaHGFOKIQZ3T6kTbupfZ%ZOV7E8+sLZy7@_8I*|R%$k9HKUdr^7*jd7t*Zh+h&PyYH z`TVn1{v|m4H8;i+XrHjpXus(H;MVUm%Jm8SbxZtFut#z1|K5Ki{v?L}TdQB-ji(jk z6*>Q!JC32gkT1EvK>48l5w5Of{NpC@DIKW4!+5DD^>--$s}?-YwxWNO<&n=TLO!IA z_6+^i{B`|6_>}&-{p@SGPcn-CpenHU=?T2a-G`B1Krt=FQxYZe1;+%yh5Bg_}|MmLN{E`18rs2`*{VmE5`ilIe zblY>JtI3m_>~mpJf3}tfK7>dAjs7fU{5t+U$_sob50n@Dp-%{h_~4K9p<^Kbo^p|i~2)6a6>+PziY8a9f;qKZ?l~DY%lsx=oiXUUeCw)Tl0r~ zK>49Q_5Kd&LVk?@H2#eAeu%!_k}`etpL%;leBfU~c*+T81NL__zMbal8a{PZj``<# zGd{gXRjS`gqW{A91@Xb&BAt}_h5lY|zu(eF)Gzpve|ddR!xP8&NwvS0_r^+z`iDHg zCx^c#Z+`yu`8Vv9JipN0kO%T<@u5C3zR1W?4ha9>@suytI_v%aA)ay#Dv6e9W-f7C zGGR$s@0=~Oc=v31)7!(l;!l$;U!1(Fc{{hfIem$D4ey%XwYSz1tL1QjgQUKE<&5w4hnKYx#e|l$D|$uuj*V_zml+d}W6OmVCZt z+GByYSUL(A(Q@LsIni^)dMwt--H2b_PsuWFZ1kKgVQf7KdZ$kQRfYS^68u(_aS->@I$bN2OhHhfo$3hS1IGn{){ z=o&h3SGrMxAM2dh?Z`-S*tw=TLh>%l&poF=RjW4{FXQ2qVuK2A^^G6l{mKVS_*xehd+ zN1xq7@FTxjC_;n$ywsQ{%D3>0pf}JXP#F&za-yEKc55fn2Op@+Z|yt{_&{ZTq>p_b zjMMNPe4yXruTBgd&4#p$yO2KzeMkKAenjNq*^dkMi)7^}+&>T3{ki(6ejgU+OtFrh zo5HCi*mM39X5V7=(6h((i1Xkt{;2O!a;tux4|0QkUH)KkpF&&Dtus7qzfviuZ4>ZLOa2@6a2Wp;7A|P z9#v;(_kJ%Gw}&&G)8~s~oyk9@^U4g{Ht6jS_O3YjqaMxt0c~HfB(J*l?Bi5i5%NEF z_vfPFC-w83u(yTD-_U-2mOa0t`2RAp)yUgX0#Bttwa@R|PBr5c+=O-wy+eCe{XObV zOAvUhun*dK1ZTmIas&N(`I$_xlXxcs>BC<9NFQL2RVP2v?6ES7-am(3i^#h8(9}*v zQk_2f8F~B)xj|+5aUTzI$>&LnklaOy8tTvFKj*oUcre%NLXTp^eWBH%sN^Zr{rub zKm9zZY(H?$y#hsucA`2hc+~%T`+k0$|0YAbsP4I_Lx6W3Zfp8q?|*U${)!Y4$`|!y z{@iWSb9TzFUix?UuZi}Tx!1i;7c=YUX)6(bWulN%bz08Tg&ZwhVa)L34CBLAk?}6+ zs@r~_O^Y_z1@;^J7nGdU@{j%Med09SR(>sMwF|7YTNA&T*k>g>F3;}gY;-eZ9M z|K9f)U{~-y7A0r3{H)jDH*&2$ z{s14S%)gP&!(o1XbK}5iH>RY%{UQHy|J8)@-G->4|Mn|G%nJV&G^Tfh=7Jyj29@(~?LJ|1O1Cvp zgZ|o0_jL2!JZO!@>nHa)(^TkR3*y82gn_@&!pIGZPgL*bmC|nz=c(7{ zI+u3Xvc^LGmc-wRsKI{5?`F4@!*reu){QEs4e`H@&A*pJlOUyVN? z2-I+`5paOd-5L`d!Xm| zY~GxlCVcNgA9BM(y$^MLW+KZ>c%GQ&ulLHH=WLLE9=ZdC??@E$Sk-C46X8F14Xezz zi20vu=5s3oV^}K7FCYlxKkb}GZBEIVI?<2LM4{)Z({i46{Kd}c6APXf_kn;Xp4#y{ z^!NYu`kM#MUy#0h9=j{$yBksTQ>xSQ9-H<#*aiLMarK-@i#2^xS^g$d4T|5q&24@s zn4DJoe}scw!afeZ_n;qriQ2=1^k?~$a)Z~UyTW?Y_va1${|qkrm){b{il^Z z^F)7-q8IT&KFl-J&mO(^#Ip$Z{R>a^SH%1)eo5AaWoPQ=snPC1zux{$Cg}fj%X{fn zI3;Vf{7+kXPX+0M%IUA9`*axp;y#_N=_4G*sXJ+Z65qY(M?a#_6V+)~D}Az3tAhVI z-w1vEs7lbNYj1ni;}qO#{t*uAD)RoGHwEZV6yq$_X}7<~Yh^9nC&##=$aMeJN2b={ z6x`sR6%P89i6oeo}0KPaKKf2#eU{uS1Y_}gS#c4K4q z@tlI2hS87Th(gcQ>EDdY*Y1h&Kl-)ry-$Psll33v4l0*F?$eqlPi zZ!}6@Rv$l%qVQvhVw`Apn&0#Ch-{fDq48yLALTdoa`UYSef?-O@r@yBXg?kWm)};j z&!=24f7kX;%5n;x>h_b`@<%$*OZh$l>J3z`Klwc^;ISfJ@PW$wS~wj~KyJSiD54oe z4eNJ&@PrqNbAG#NZn-WnXR7~}K7MW?J;!hgZkk9xCK1g94|V;1%A@y6#M6pLPyT*L zyvOD`C94vc*nuM$E$ArHCdIMLScSmhmGGUy?nkOMqBEd%V6wPsK~evqZX} za{3glsXYDgBs^bypF%&T6V=eS)zL#0{uQw7hb z3uTG){htLFdl$U-8%MBN^y7D;2K|kl9{NPVeN4=gDiwVD*XIn~1wZN?RIYz(_pxSE zy7Pz{#y_#nzr0b(?Hqk}(2{G+jrQ|Wv|~~9>N-v|H4f-7O#BQk(1ME`e^^qU*PH3${##E*PBT@6=8q+WY|CauMWEX zSx6BrA!?96;Og0TO6>HYbVq+ZEATKsFItyawPAmb^cT^O#Y7F`KmW43ud}t%eeN@< z#6!S+dgNc;zeT-+%Jr{_rJo;=+y5UV_wujEU#{E-W}4+wad_s_4F0(X&N=+b(OZmP zmlEGHq6Yi#@b|BGmGQH7eLCLwq#M^d(&r|a3D=P zoB2I@4YS`*!}!W`Z&cb-_PsfRL2gi4 zezYIRFXIudp@`NJg`HNN0XrwXR|5Q2-McnvpTHxjd?L-Yf3Ei86x?e4+0lDi7*}iW zY2_3A>nNg)L=EFN-+MzIC=MaNoH)B_7sEL9?%q)Yj{l^m?@xSx62&^V>a^flmFleF zSv!#b{Lk^RQQaE|{asJrHxMKf*!(wDGro9vS%tmGck&cJw3q^qKPWk9X$y4n9zsA9&i|%Kui1=qS;= zh*%vz?!NX|>Fu8V?2Y!f#QDYApZpWXhv@ce8-?FV)L{QYS4KWoR+IfNLjH^Ejb4~= zq!A~lX*>PcLDbNHyiTK@fAk_eP0SyL5uPUak#A5r{|JZj$2n+x2Op@+KY+#`C_kJ( z0sk)gv74x&{e*VBo}lz7`fpO2tx;nCCgI66pRq1=Irxz-sGL5+A^+O?MG3(lKmiUA zHRx}^&N-p1QnBkkBh~#Uj0=033OPJ@RZZ~kA-?@Y4ffl2>A67m_5JG-qW$kBzI|Wv zJMe9H6xd(L|1o!=#J0?KJV5mSDF5&4|Ml|=-`oD6Kl1s9gOu+>L}BMtr=R!C=Soqs z{}>maw49$T%_+E5`(bVTeV8ITLNo&+rum=dyx@X%iT&@?&YuvkeE%4F3;HenMfu6) zA4u|^BWfr=U(aWQS?7Gc*Lo(0Gk5a$d(mK?X{A1X2%_(2h#KsN-=9Ykm_z^C<7ZVq zE8g>b#D`@{tgXKX{5SEPB3hKFO8m#Zea?Jn{|ED5Hlx$N3y<{otd3E5>L^U8XZ5pF zC(~tSx}@QOm!xomzY7mMSiEO(U%eLSy0!_Y=uE-%<0MhEbJgi^DBBwrTqVz(h1Cv< z_k3TSa-AENN#FlEPJAbbqMfQvpNP8g%!Bfebt$*++W#_{vQqpOqTW-26M6$G>(771 z1HEMB{L?=q$Z4X6@n6W&QPD~>I{yf}DxZIZ+@P}jIKKh=RXdemN4h{S<^BV5gUa$F9kk!?T|bxY58^#fKQ0h8jQ>O3X8*%B6n%5Y z-!VpfPX1L0Ak{7Xo9lou(Y>qHSwbvhMEddd#2ZGCk_bhJ2s z|5Luj4s~+s=kG5O-!-E0`o*U_8lJ8_`2$ZE_V+S<4<%|CKLodnd#e-1ySwGZ1A9jIUr7icXtBU>~~to{{GR3-s*EtEe0CL+!@$YT0&% zdk^i%r>fif*Zcj-yXJAuU9(d|-q*a*Kff>C7mi~m>D+)e{)l5{xR&f?S_psnTnf%f zAiU1poF9O;7M9!staj%!xVY|hK8*Z*fs zcIUv8u;62;@6KxJRpI7i+vn?Vy7Wb`@KFS~XTFw@Hh{h8BLK4IL z0eo_PdBmH;4K_`$0OWANa$KeoQ`(1O0>k zqy7<}mfx}*_ESF3qWRkkf260S54@4I9Pxp|AL(iCjC`bXqd1?W$re1gle-4+{T}JN z=5g@l5#|m^#S2?LedEzWb4PKrx|PkSw`b%J@gW`57yKJnDsC56f0V#qg1tfhVgDfy z@{joB_~re1E&n>c5crVaqs!UrX;nsY*iQ{VslBi-kXH+zq`u3g;om_Xc|Y0FV*l$3 z`w#gL9&X413V(TjHF9{mw*kpM9Q}3lQB@(+b>bHN&0I@r-x)dZoM5lC{FfkoM*Wu% z_(4b??SBWI50mj;(B3kfsM9a_X*=T2&$*>NcyVoBUqje$gh% zt*#a6CGrFLP~U56515{HgNM)ut$lLgUPAaV2russAph{!+`2uL*W=-jdXd-5;SYT& zV$ru>cm>s*W*q9lHT;e0l>cg?|3ZBtUbMfI_93Id2ZTOAf4~R)48#Y1IX=`k@}JVJ z?;jvu;t z@WXWtug3^HicZ-*UyL)nPl)(Z{!_xL&cJ0*1G`C?WrKD&k1Em zOP2yq=AIGqFaPELaQEGDSsc&*kKI_YVOPWgV#D6hU9o`$uwzF>#g4rz*4V`wgAKc} z5_>`Ki4_$U6;Tnz*t?*JC5ibRck|vmFY$E`=JU_@#~;iyw>!JDyR)-(W{))ST~D!#`oFZuANL2cQ$$_+JB)Aro=wP^qtS^am&N-+oBY>}xHcxW_5j-Z z;HuuQB=R@oe=D6Qqo3e?2$U-){eXPw`k!6roS!8Bqj{(Nz4DSc5B1NUP^0}^+wUXb zJQDeT-+83P0zQrNRqP+4-{{U`{T8M9Lwa5{T}p@(HOP@48Z3i0+V{B(OPdqMR-TYeuqVWn38*#CDV zdbEd(`n?H?luDiZJoV*$?L5QpuhDyw=6iCAF7C+`rw`CmGJ0=n(WflqtdOV4E#id! zTzw_mw4MdE{#Tgja9;=QB!BkJBikc)qW5*s{_6Xfj-1F$&l3<2^=F({;GPH0QFZc{ zxnFp^Xn*K;P5;=%(ezc?jgs zc%J1%2{{vl9+c603o|B2&U7CR@_(#tgDGVuI&+HtpYtzE3Aqr|^}jHWxrvhc*(&a1 zz<;8x`6C|6Z`5D5$)D!W$+#bH8-0|p=fye#eAz~?`GYa;H&vvBsuI-cPwVb=AEj|W zPkveP(JgkGI@~Vrg)4KVo5PWRCHhf?Amm&|?IQEuXX)RbyJMg8oVbsbJZRmW*=w}< zt1Hn}Ca9BNpPUt=nR96JpnD?@iT7z{B|iKdm|L@lx3&BjSJZvLMx3%Ul|O&FkB0Hj zcpuHS{9k_4pIS9yq!mGZ{q^ab$li9CSLE{eShkDm|6Hy8e>soU?9r+dojXBY{UuCy z-71B+uGqZ&Q8epD^bH0F#cpUmLyZ45h_2p0=|g`U@=$UewykW1MjILK4SCd9aK=y|y=j1-G4f_iw&I z%zqnR@_9e6g7!X>t@&epsqDMR=Zut{Y5A*!Z0+s8H;O@ijq}I)lu!dCsKLPa$Df#G zQkvFvG970qUr5lp-O10i_tj{EVc|rlD}V5*x9{236@iUzwmHBcAMUPquZ;`sD%#(y z{P#lZICNjKgF(*cu3GoJ;Hyr^&b0ik={^GHANyB7^vtwUTYs75kNyw&QSD*!iu@Z= zxtkHxjekLJ%iopmR*jGs#qn$dh1W=5E^&^#Cclm7dsBkC@!xghiYk^VbhQL~mu;&>WnfQ42NZajs_B<~4vQ@KKhWS_9 zK{G0jSXxr#Z&rVSkBhGyQ}Z`rPrSTbx3z2AYxVCze0vgvo|e(D`PJ{UuzmB|cPxC8 zVSe=MptW8d3u*p5&GJ{1jc~&{!?^x4qwn-?Zg9P#SA;*6)-eSv1$Nfq#IB_|{qQ1) zdXmxLp^vV!^C3~0J)`fk0TkZ<-Q`x7hV&Kk--5okB&gGW!NH5(NlpIp@6_#9ynK$M z{@K^t(&^L84xCU^`7ah?Y1;AiZPEVTg&)q%-cZ~3H7kD*z0ZdEZIJRlo43f{n;7vS zi1nC^D)zYD2DEJFGUyh={9x}dA3ZksYWF$K@;^Uu%HhRb;)Oqz1Q+*&*+*K6{LSc9 zwjzZ;H+3JG3;Nb-1WRXvI{kI;aNQRy{o_GnS7nG4{vhhN-CVHjz>cE*+7Mk^g1YhB zufUKbmM#C1EXQ(3Ggk_)`DyVZ`*uE@P}BB9Jm`Pif57*4^uw2+E`Liu&-W}F-G_Fh z@K0s>?_G1MDJRs@o_=&7h;@RDD*h<&zB0yj*pt(A!j%7|v ziSJI|;C~zW13|xfuJ{Ad?&F%tPu|n4Z;R)r#rmyY=IbF7pVZ@&ooV@lY5xrClI~x2 zPIu17pWdD;K%+M~-y;=*L2WM*R_bR$c!-rtpi( z`gf%0e?92?FoL-W%D`{O$J^4=>Z|#fJ8>+WzW3Z$I%m2=fgI6#(vLv|b@d-O!1|bt zn)^$go29Qa%#Y5>_H^8$`2+1mbbScw${(C<;Rh*lQ|DXx6E2DV-{dv_;_d9kDZ0g< ze)J}o4*{|}OqZ>{vlV2Ijs9cwXJKpmrK5CHyMFCra-Xv=rQ4q%##tFv{5gHR?67%g znFw+I(KTn6>&-7~<97hj^&<#9lS1ES&_@=0cH)TPF*{jl3jaH@z)wAXO#S+=B+*w> z&i|WmLQVTmjLCg=jOzm_LEZS_uw<`1|0DVg6rNgpob$AQjP}c)ur^zpd)aN~ALT^< zH?DuMt{O@ajqP_Lu2J}u-gm_MW!m6~`8~qwivBl*=mH65M~3qGmG7P>%rzqS?9#C( z#QU)EU8{9^zO}NTw@rS-+_F)+>iKI$j%>{6@xCj{Z`{8!qlZ6h)W5oZDkbtCPK?YX zh;c?n?V5dh#q3^J^StuzuCS-|EuQw(qal4n`9~1lG=e%1b!X~pcHE^yy{cDk3VZf( zP8kZXx~}P;kwh?opsxP}X36o4J&$g_`S(+CV*NBT-MOL>t6GWtM-kn4g3vQE%IA%H z%EG-5j7~cvTJ+!gYqEa6yF=T*8BKI!2#xN=N(DxH&g^~SCM!6kfhxXpiN&8*oDZbN*)X<45OTg(<^6sXYHu z$sUGdUWWT1;C~|hm`YGL{|kC;_f)p0SI;j%Z#=)4M0Asppaw&4p8X(|x>_PW;r3N= zemXa#dW%wZD|19MD?j3){~6~WK@?#ML9~;My8g!AuoX#@^S-HcSgao}NYxYmx>7;N zuWk8T#r~;!PqQqi>`dF=Z2#Z3{G;8VKX88p`A?@GGYDdyD5HS`k7527;f8U=_+FxI z`CBaCs()MQvHnoouL>u2EkDwac?6B)N1?x~2bG)=&uUP(Q~tk?SIVO4uUYhcHbInA zMqPK#f5ZOVH|>i<$=`%MP@hk0NB*!vvj?(`|EO^EKiq$#>@0KW$6SIKXJk~d=ijk( z&y(&qn4r?*#;n<1gM5z`oSuYTYuopP=b) z+w!+qpjXxNvxc0qGwna~X#EHIH?IGJDWRW`pa$)t8a7S59#jlzaWL&4qh4kz`^Vb) zBZTNy6U;*}1)QJl$L{6((qql5P_h31yKO_e4r#RY$4ZL7ilDLosh_QG(4W|UN^Si^ ze${)Ij8k@|@`HHL|Hk?M8j7%%pl4JWx)6AaxE*0V6e*^u9BB+~x`82Kh2Xo6?W_+V<#0qWkrq^nNGCCrQ{( z{5Zh&_EVFM5cc@S`Lh}S<*EOp{*C>A5Al7HAjSz94gGxfJ+qs5Yx|9t5iAe&zlaG% zoVH)p_8<2W-M)X)C*)ptodr&f+%VUAg2ht!<@j*-qFc26M>GD3%u!`8hz}j}kQQzsBt;RHEShi)X359ALjPsk<5jNqW>1^x)qEn|s!@hc=YCta z;F^!k^cC-|cUbOzhe7^~`%l=HmMDGna~W0kPsh|NpUEoUUx!{#o;<_ydwgxte#eOJ zI6=%SQqYw5yxM2V+4Jio$;@c$bzc!D72=`!kC=3%nrXFqk@^GaL9`t!w~0ZXn-^b+)D z{I{n2n;1XT`^Z_w&M^&_kc+bK9KL_Ak#7-FbpK{SmdcwC0b+nZoVJ zexJ}(m)|&ko0T8=l%XFR75k;89N#19$7O=L`ICe7$z5^&la0a$)$aPffW3Bq<05^( zL=f#HqfbNUJY!MYO7FaRHbU4BxLonVeMJvFOEUAO(y9$t;_EbL=d9QK;Y%-CL#U)YZ$ zeb|K{9P31tzdFKxR1JU1u#aK9Pt)wt_Sgz%1NpDA!Qtmc(}eva;v4BzyZ{Fu$p2fo z*Zs$_XF3FOzZ5|ToW`fneAYe1e}imaykFvp(yhY6{ucM$Q68iV9O3w`=C9pvSM{By z@4-LbV+S4Xl_OkDKbgTk5$oPT&9ZuqtnNhbyO$L9o#4kv|MmOyn*AlxH{NGf=`(Zi zWxQ{U@90Oy`@n-oTxp!YET{2!oMz$#*gJoia(8k zyp`f_V+s$E&Dn1S$@b1NLxWxfk^htue2(0lOC!e$d+~a5{&(jO6Xi1A14Vw|2lq5l zpT>Pl+@nM|2pVyD%vpMxASK;qtgYwR2S&sGsJ@|usZJ_Z3{2Ke;*Zv;tcs<2GPHR4&?1|qh z{!~4AiaC0>XN@`RqhWuq%2Oj@9}jz6H9sE?Jmnf}ia!k0w;Im*)(P#7KC0KALw|XY ze-Plt`%BS^{d)ruU#-8~!u}og33&yMe7lf;TeZIIg+BPY{xXw(%*cN*+@CR~XT0B1 zP0?pT{9%g!h#CXzmQTvepPsd zlnkDGQhPfH|0qWOP#&~5!q-!KqkKN)y4Vf5+C=Dk<9&v&>601C2YCUmrlqer@F#}){`igjF<;QeUv+$`EA)qPKhRh{wf!}HjP^o3B0kDrnC8DJ-Fa!g zhTN-1jchx&4CbnTr|R6ee^ozs%^Nkm`ik&~S{J6CB(uqr*19CRc641S6;WS2v7V@Wm@o14z zT}fmAE`%ytw;yzGbcd}hM{>6_J!E?lP8(8XJC{2hBZY9Z3)Z;Og`F-Ff zPbxHj5GVXu%soHDBf8Ffv7d;28Xuz9?Z;Rv<(b9OKizS1)tVc^9_>w|;DBvOnmro! z$;uHu_6=mzx+nd4DcU=%$GJ_h>=uP@8FOjFvwdSYp%&~@InW23`^ae6=v*B0%MAU@84kxoi@%KKuQ={`92bIvL6vuO7rasHNt z64dPn`K&4VL<%H(M1(h``wYn6Y(EC^ASXtBla(TXKiz&})S0Re80>*jPW62p+xL^O zABc8Q--mYO;LA4tt>Qe*I3C$XAMs6lf}F$%`i-vqmcgU1v5*e~Tm9Ml8mmn4vNbA^ z;re~ep2d#7V;@r2fBl-xeI!|a=sxxH^xfh-_0*VQ6KnC-qW_`2b5lBK4;fYLG1Sji zH}IFTEJ^XJ3cX=l`7IWt4?j_qoz459=;s&*Ko5O^d+g}Xa=7B(*dg*=#-Iu3gn!?` zWg4bCyGPs4G~>Um;eCps-}OGlxBYvgy>SkMdXo7Mb@-Slb)oYBw3B0nqs4~Jslicx zGydVv1O3lvkBRd)$PMyINx#LTXHxDF%|5nobw#{y7*#59`hl6YpXZ?eLeGDnf8$Vb z9~<*0l)ni5D2@*rTrs~?0t+*_Pgj)U7c)Q^RqpespAQLtCRpF3R{l}`@6#XJeM-!K zh+P}|&$sXMm7s(i31U2uQ6Ee5M5(~;4ZoMZq`fa5zx>7HhEufjAT#*`pU^8Dl7K~i*x^Si_@jg+}p+2_F!P3zB#`XAcwaY97%&Y5!y`ZAP|6G2`7z1O$r9cdQbXF@+$-?#S= z^tRR?#$R>aUt7>SQ@&*hA|Dy8lP-INbdUU#V}6i9@lReu)Ss>SW1fP2d&)E6QJizSkj$ zaYRP%RqOsliaY62s_(~m){Vl;j5{%K#k^jeP)kMnQIjC_k&K3xkzTXt%vB$caJbIE z*PV6e>>m};?!#6hx*7y^^6U4f^nukUdwR%~s=qaRepjNaN>JDSuiZ0Wlp^Rn6!Qf2 zJXCuh4D*UAL=QbEqdNU(751!(-jn?{rdI!cD&>I6|v z84WwS`Z;?{?^9!5&|7(*x)i7Asm|Xx|FEt9M2Yi6<9gXP`e-r#G}70ig48CcEB}gh zCvQph_jIbh`*pmy57jB{%;T{&9a3F>=s#orX8ixVJyTwhe_i6cK0zHwXm;h5lqIg# zwH8zFvL+PJs-%P0@hqJ=;^=-ZfamzV>E z&&;=z7hmSd3AHq!AMONEP8kjU)GkS?NcU;bf4=WNjW&NV_FpskQP~PJ^q&Hp*tK9? z-IzXrPZ?F_{{@^Ho=BQyWmuoDuKDG0zHXZSG|T^K_nWheX4oh0V>i29Cfk?x4MhHC z^v}tk2KZWi|47X7S{naNiSK3vb@Ce)X!l0?Tyyj32>E@tLKHsQ;cutMW868R77zO2 zNf7HH8BKWe?zH4_^1+qa`K}6kl8W2UODX1zd!lY0RKjR8fNr(9~S!Cc%QX7 z@!f(T;>oCk^!c3hXNy}uOv`dx_`~QhpkVMMpPDw0KgFES=l2hc7wf;>nI9ew{ou?g zI~(=?Rq?(O&c{LTML)a=8uwq+&yR#XmEy-=_NSBD@e}hmCB0OE}bqcSVt969|)y8r{ZLB}d9?7`h-G&nKC#ajhL@gS> zk`SN)y#qlV2=(uj%&g^W&8=Q=3PZfP zUd4Wyn@gL2n)M%~2RT#D)vNX9`0h(TIub-bl~G0iZ6$j~==I3&vS$nn&q(RxT%AzU z_BXSq=u8Q9A*dU_e9q2ElvaG>eLGw8hdnRk-}t_9S4s%;d!77*&R_agimIT>5Bi_- zzTU|C+}8ZD{{g*bypL;J`-cg8T=ksTP2}%KjPwFS8nj#Q@R51Y`T_ihlznU2mRq~e z+k@iwB#3#sjQaKK|59qZ^M`?ZYg@&A-uHuV?3iw~egDak_PiZ-m+~7(P&fYD?F@e+{h9I4ez&FD!XD8# zV6@|c=Pfuzw*=6S0R*wmlu>2#spnkU)aE`IFCd`5t+~xdU12 z|8ha>Kh<6TpvL)X4MhHfiEao%-T3M7CgGg~e=5++sr9D<{RRDD)L*vspF_eP+_-)l zN_-C^sMCMh=$Oq#n#r;IA| zU-k1LF@E6wDMh!r{n3AL-|c(p)%wfLQ%euIF!ujhl+aHEb^TY_|7^QDV*8?szcGw& zzVTfpD%^|28zk>d#|4B;!DXgta&a=WF;oLpX7S}lF%PG2P{lT6#JrNk+ z=bcO6mlM?G@7kroQz^iyU$2%mk1^~IJP$1%e5#Rl{ymTA77;8?PzIqp5@VSg`2%;N z??)7W;M)HCeEJ?tP(S}FG3pO?=qK+i6C6%3tPAt4T6`gSu(p4`fan$yL_d{L>y0bP z684X<|Kyp<{iDaUe}wuo?jPCK|E%E{7Zd1xNn+Qu{mlH4EvAH)5yU)AMx*|0@ti#+ z{-OWYD*Io~LjINz-BNL=xa&}>aOp_Uc&<7a|75g?Br>9Zuz_Oj;B5%1NecK-?Og7@8!jcxpE z@A2UL9P}&c$Dags{m-@Nk=HEFYgOAb`(v3SDZo=Nq8i+4q}~5oMRXSlLe6E>FKuL) z6nLfQ&gK{5*lsFt;n41x95zqm6y36#ew-p`9DmlIY$cZ9XLuZKjf;LrI5p;cU49H>xpgyLG*JOwL9#4pX4vn4duf6Ew%E8aXq#D zkJu9XpT_$an<&C&f>@`>XxOp!FU0%anJ7H9?|YlgzisV5Xcy!D?N;JzH$mP0g*7Jf zg%rJR?9HcXPcUB!-!*n`%l9`rb3!e@(2pGib@CIObmED0VqcGRJ4Rj?>p%C^*IgdY zsUzsO5#4rzy8Oe&K2MaEl0Q+jU)>L7nwE$tB;?1|@?-vGY(LxRzkUB@C-J@OpZtfO z*`Fx2jcuMOvGHYwb;-#1tha98)a2hR|D?k_cGb)4!XI|l?xPRiI8~NYcBbR68qX^3 zAHiM=^kMYlSAx3ryI+&NpQW2oha;{`3KRZh{c?YCcdOoxgWimP$S>xf#`WVKN(lN9 zIU{iAxsC*Efz)Uuy`93ZG$zXv6h zO_0)hEQxv%8_!U$UyjB6{&_p+pf{^O#Do4b-giGp5yA-~9~t!x-jTqX{JhvFldtAa z{g1pegPTs%?(ZBTx}yYj`pctK@3-s-ogZUe+>ZR|L;oHox+4Uk=VUbS+-vv){OA2Q zif*I)YV)t}TR&Qa{x4>rVl~n|GhYNoc3QJS7Vg@m%^#m|ESm0j{j!<;7$|YXHX#;bX}Py zS#qtCXYQh^2beQ`AL2Cj>Th#9azrzezgZohy8Ie{SG;rnjYG=EN)iS8jm z-S`>&W9Con%kh$Zc5l1I=23XWrarEv3-uTMCyKs5AgFKu$M0S-9#{NQG2a_(I)%4v zSpRwLmH~qP3Vpvv5c?c5s+@mECoUOyt3nK$O5s18cg-;Uw6=b^O5bl0G_Ic(1mDPc zul_C8kHXi~jVYOCwRV1XjlRba)U|(sCY$!Mpgbdr3?FliwW9DdjoLL{TeBM{)DlfU zuH%CS6@Q+=cRE#?Ew5jof99m=I{9kO@*L4@ZGXtm_uc=~-UBq=f4D)6+$0D&lTm9L z-$&A^+?_ABkGag6QTURL{oZff--#1ys{czZ30fC8BTmfUmo7QF&Lf`NOh2o3Xz$H` z9A#B0!*j87H(Hvs7WA?7{SHB${<2JRdd=pM{Sf3L+J9I2GwC(`bDQYm2S#oT*Z+uFeKYR(iyriv{pBR5$5Z!Bny7^;5$sM1h z1iF9OoxJ}E9%d-_On=8Q~H7RKX~36-HsD# zNu(cd@j-(t(kxDtikw&PKS2JyZ%$v6J+TZ&G_(B8^w&E|D2X8Ec{0j9T~9Ohvvz)` z&i@^``rTq$|A>eB|K9Z{#t)4@))1a zp$v`tSLul^13~mNIl5np{klq~=?~-i(|_gPR(kZm)XFdPC+Lm)SDC5YKM>T(PiTWN z7o_L3{>HevEn9f<+{q<4RcEUEpL+krK9%%Q!k@CS{8@=_JAx>u%%3&imA8`hp7-Nr zSB{DM(;>-OR%9L7MdY82=&}>k>CdnwQZmE*3-Z&k-_FEY*~$reTiXxw3ZwqdLHXt+ zheCH*IaYoKGwEdlTlHJSfm145(5ce+z zcwQenE|0eVm7D0`uUaR64h{R9S8KYe*S-E^Ify_0@J9`P&m+euBFF_gaSvJQU@}_*3pX{h>nsjOPbtOslK9l~8baSHuJIL^U1~uZt8zu;HBztft-Unu--D&4nqTMmDDq1V}!8SS*e5BP&TfPdf!$9E%+_A#dSb$rOT9nYrtGxZ^VZH*25 zy9)k|^{3WXGTTP}%TWJ?=>F8#{C>;dnjPg=K;)C+KGrqKUC8T7+7Cm1YJ24t{@GN# zitx|*b$e?5mC=9H`hq{dWCnkj;1}z+ukq4?Khz`a41p_9*S_eVPu9<^cw|-^K2FhJ zBZPlN(7jOfM=L&t!d3nX@Czvp_I3{v`a}u;VF1gQ`bGeQhZmTPJ|Ouft{kWQxDpnmknTN9@T} z|EuLV^s9Q`r5x2y84mkfln40(H{P#T^E3Ldgnn`OM|&bY+*5}>1^>qT58}^N{CBpa^4pVt=*9w9<)Z=N8M&E0GT#4H^V9q-LOxNS z81GOH@CV#jUeq_}p>Gi%_fLWU<38!d6#IyL9N|;lD$N*{YYN{i%SXt?fxIf0a`3xj zxiU|U>(3{ax!io+pFMbrzwF*sd-52?A94@gK=JSE!J8=l+x^7&2Y;TBU$iIc-`L-b z zQ63Ra{^>#Yt1@40E8-jZRplMw=pLw6 zzmTV|ag2`{MLg(3v>(P7&?6k_eBEA{zhxBu*H!-D&syuxYI<6IKt7c6_4GCP+qM_u zkupBX{<=YL9G`Ko0^!IX{2K2)KtCWH_Y(5%lqWp#fvSJ&R;~EN@*SHGx!sdzOG!}n zU)(*#A?%o*e6j3~y>ihqvdLpTS?eTD~&8;nTp_r8Qbnf3OqpRjBi!s=_}%`YZG;>Idzs)`u(Ae=*|s zpYm(u&v>3`lt1HnBg%#PNB$_!*EsUm*1Kvr=h!quj>&G1jN*KfJ0~?;#xWf%Zds zs1JmzxUHUL>g5J2F{jKt$ zzW=MfLV48mwD}Qmgj?v(zh~8^JHtAO`b7C5f2d!?2mc5Mj&MMPA651@(7!X1e|#q) zFVLr;1Ai*N$qe!Y9RBWstM#Rg2P(ZLU&j3;HC*d2|Jd)DMx2c78Bj2wko-S0?fPU5 z$QF=2Acx`x*{*qpfLzVf2IOuEz60_EI0fYO3dq;2a>gwc{}1|mu0bU+_uF{XJKwjrg;X??z^M7b4D^v5(h-=ym(0 z*1pjRY-@+Ne-HgLp3S2R2a!|OJTKF3xuB=d!f&zeyf@S<{*yE?^zV|EuJP;&W%O*} zqjwd4S-FcDq#@P?7ORc!NwFaDKxUVv@N!4s~cGeg9V;>d!$%rQ> zrIbH{?A=kWt^d*9-S}P#+5zwj{h;z$&ECHR9iWjO_GYMO<9&}GC?klI?!FSw7qFDI zE?sucq@wZc5Y_*=6Z&?ZdG*QnXG z>4F~Th{#uW-Vl_dSrSXzYDAj+e%Dw%qHi^7!01PZrV9FOlrP%Nj&KFo6?ldR~Ee=x0X#jq>80Q-9xRYtknvpyQ?M z2ijj`k0_xN&u(_=SH<@H%agw>v`cFJW%(WZvSk0>3k>%GC!hPF-H!g_Mft%m>J9x+ zX4hx!vnNuS`qi&jIDbpLpE;jDtn_4nm!QY_3iO8VyovvkX(uz@m-ycMp3pOxmr!-u z+LG%L|4ehe<8MC+hX<=mTTg-{VzwE6zrR_8A{YKo+aG-F=k&OC1 z?e#+XT-mSiz`ySbf30WB{vEt(O=C{cEohhG^g)-u;xGSO{_-&HqTK+E?T37zzcG)+ zchCVE>COCYm7s(i3F`EBz{G=Bq)@sqh<Lh@cyH%{1?gk>`~G6 zw}ii`O6`0?J?CrZB&8^!(gbzwmyp}?S_<_Y-l9jhBjUdB;0fXP3k0}vTl2?#3-n9l zecLjW5abKvnEW~PPnIZg@1u#!TkjP1em6fq?B!HTyYGc|12nc@;6>l`Zwp>v&>z-{ z*;h|JP|#-nQBJh0y3e82AMyn>=C9Jf{N{TFE|fuKg5Xm|gQ}z%CM9Q|ojh;sU12X% zx3*93GV=SykpFT-SDv7*{wx=AzL&CWxjovo(_P_j^Ic4}-4#6DIYqZoe_6yl(b#_~ zP(rQ*F`me1@PSRqY*pGY*Re~Zg}rB3!NuACvUd~wS0uVh1fkDmv{sd%FzKdiu4Y%~ zg$sL|rQT&8wY*i6Q*=}QVQ&TbGtS@8Zh-&ZeimV`V|@P$bb#NYNB&qRg8wS?qdGy| z_-(Pf@|H~)a;fWxa*?9`^2pCE)jy)mzpD~mHG(?%37fb(i3J<_?;z^GkRR|3_$~f1 z&rGfSI~(ph&JC&FqEy`yoY*yOKQ-RB{pHl8gnS7?Ps(WEkw22zzR_v+d%TNfZK%Md z?Y3@imS?h%zgk4s@SpTi^#^{CKL0rGz|d2-#QeF=5}z(3BDDEmZK880s2hJBhMarA z29v!8^y+nky+$3Pql=wl9hdTX{FF~pVD8GN?Dxcr_Fq{iv~9*JTK}m_^texgeB{r5 zHMU(~^T=O3=H(APcAZs0IuqWoZ_0e!$cL`D^VH|po;|LiXX z^AGIzP>SgNt;e@%$a zlb~+?XPG$nzVx(mhQ<@^_XvN1*GDaOD%zwWr|6cZ^uvRoj(?t(f0CTZUlG>X;flW^ zXHL;g>;HfAetejaAG}X%YyOCba^XEpe23fv8s-1IiNC)Vlu#RjI{gu3AN_&ZjeauI zbL%aJ`>+W$cl&gBFj}-5q*lXt4&^qMrF{1>%7twhW z)aegP`%a&j%iCI`H@Cgb4pR8V`GrGAEejO%C^w+7{DB#^@S??I*{?)D>-S?T>(3p+ z2{mp1rB`ZK8B^zm@b`Z=bV<|apUVpRR+La{g1Yht|Mux4yB9k1K^D6RhJNDKF79c` z1)9Gt@C|6>f9aZYt#?FQ8ODie1-y6V{G*M?A9R35`dIS!hVdKz-iTdGTl&$CpsxKL z9%lc#ZZfflX&BmXO#BY~>@*mNt$_cn&DyV)RtfK zSBrCOWP@@88q06C{s$ePkv^RCFY3?eZ?z{eGL|6rBV|(H56TT_EWetpHM|_9-(PuuyD2Bs(uaNwAc%bu8Ra{= zy=Ak$F@J^p^d-6gf;#=1P@?e?=3?;o;hRc-AD0Z{XMTgf+MClN{ zSCxUn+wAc<($B^A`G=YQLA?Y1d;M$vUX1H^&;fpn9&)A5Ukh+5j%5)27)4OmenDr` z$>ZOL9$9w8uVWJ_{PeqLL#sZ}{1ptQ@52dVo+G0{n@hfu`1!6sd(2$IMo{>uyVrl{ z(YYrl)G~yA1QOJ(pTpvtB(PeiBc~3H+9T}6R@JI@z%EGBzbH50zn4EE9QqsYnIr$9 z^kW!7#FNpWkPpc$;2Yx)BOCAyXyiZ2pg)ZIe;g$=o}fs%5BD`dKbd~4AgG%^JRMmulqC%vnCO`}7YAB*Y7UDH95fbS@CmgHv?N6#6lpV15M1%_`$r9iUxE>Gbb6npPhoKVX``mvZG^h65U&S}21s^XBa54SactHox7t~xxe4yWjr zVEVC$Ao`h%242{6p9Ro+#hAYh`>ywjHGd<<^)KoT@Zak%R=hW1yuYx7_+Cm-r+>oQ zq+cxErS(77U&i%6@&)|&{5AfK{U3CI-=fF3hWnAku4Os>_=%uy{_K}Bf3_TD6JwZF z%-;^S-&wrKZ?@~NNE$yOzo{KR!6)>xI{r7{`2I8f2qRbk0rL3g-r)(`(e8ThELU$c z>~9sk=QJy^Tu-6DLn!`Eg1YkGb9s==PF<>esJwjts}6;~pOUyHreu3TzmmRhCa4>~ zLRS|$B)yJYSt#dP?Y*3jBk!!O)2FSVUqy852BO&Y1Dh_15&N%~!V-%6CX|;uPJq{tyrCqUw*_f_@`K*hCQHgp68$EgZ*Y()t_UQ~TcV zf1Q8gy&CXuTz_vNzPA$80Uw8vZzcCk{skSM$BO$WMJqWS>wC$aBOclf(Aa*sKY(%F zcz*!%+HI7euK(Dz>>4M%EH~b}i{+Z|cRMe4)@v0jF`M(BL-mjH-!i=Syq)shK~N|E zu5}l_m!jzW9Q|*3D$mcMKQaF>u3u1ZfX4b$*$NBC{7bcmsV2(5i}>D65ciQ}RC(`N z{rrbGKf(R4@14IG@5_U4z<=jo8~=>!*I$Y6Jp^_0--I{e@_PXt)%!Ep*Bz*wziaQU zBVWL8<)53M(V#eS-;uphvA7Vftj@As

A?rc_v|*!2;xVS{5tb++1{8hrOg~Pwy`5(be+T;E0ENg~t1Vs=QZM{S`Ph z<6ZJp%U!cWRqmaVp^U@c4EEfpZ{s`_`-TWd{j2k#%EDe`kg~t4**l=WVc#9?r|>P? zPaD$%ZsbSJ&t8-l_fU-UVaOBKxv*D3{-`gM2jNJ+##i<&u;0<_i;VYwzE00h*sFbA zzK=}lEV_9E_(y%9{f*_h^{an{WBW%c_L_x`_T)t#?pj;n_z2!kCYYbs?;rME@J9vv zJT*N>4trwb{?*s@UDnVZ8AW|V9{$~aHM5APrf0;TGL%p4Z^L=4(%(As(MtboDD*)Y z#eN(90FoKx8S;kofg8`$(f()`)FdE0TdJxh|lXiep@ z7yT9MCe*)C9+4ix5no;Jf6M+ZBgtDuvM;R8TMU7$^C_X_*K!z%{k=Lcpe1%eT0KQ;KuyE=124Y zpz^25uUb9_DqjI1udft;4ZVc?Wl{X$^dvl)srnK2;K|Im{~xT37smF{(pUM@^oMc( z9O0;EuHq{Bfx5rL`ZzmnijX^mn7x zuUcM5Vb5pWAH( zd9A9QMb_>X`;7)?IG57L7^H_C^K+jH2b0yn1r z_4p3^+q9xT8P_Am`4{BpYyLHRO5~^3hc++AJRRYnUp9??eYd@3-<&JU{(od|`P)D2 zEq}Ac-V*yH`u*-bNgpLkyS#ya$opmPv|zrmtzX@r_lI!QKi08WkLl{I7J!ZJMkb28gg#D3cI_jiT8mDk{-e+@3>E$Fe1 z$9^)(A(IC-U6(Am?|g6*x$!~HZqr?^QR$KS#I(VoQ(oD-o5|x zwXjNpUg@X0fB(MT4ioRo8s|?sQsw8r(`)+$(1YL;d|^Kk<&nefMhr}pKHjO+a8}{l z;=XjBCA)I9Z&QkcKDGHnFM=NOiv1Y0ryR~3JxgS`?+W>Rk`U3nbLQNstUt}aIrKU5 zH{;*zeHrXyVLt?NB&YwCe_oUe^QG_IFEWl_X8fa^&=bb_h#7rQpY)}+U%4Udl|I_P ztyu4@BS*Ss^oR#NgK-nzu|I|L3|;@b=h68+^IfOj7e~F8-&wubqM6$J_SoNq-atQ> z)A!pkBbI$!nWI<3UcZX-&f~6Q>yG(cJ(cof5%%a}P{(g= zye~|QG$IH&lhH8eCGREwtJfFrc^A)eQ3LG#n09jKZa;I1Zo&R$gMZTdjBfrxy5IM} zuzW6eg@6Cc<)1i?^Xo0@uPD)#A&B;r(a`LD?n@b8Z!efGI-cRaOytEse*LqzAE)TT z-m)}((Av+sCFkQ?Ec2|8r^zkiguVajE7_*?EU4-K;zU=9piX{*26cbN_Vt)oW6ay% z#Cc1)FH3r4S)ti0IS^e5f{@b`^iJ+&k`J4<@>JT(;(htHU2eqYAL+^|y3OO?x7rWm zYDr2E@+_mlkDQ)KE0QMXeN*YMxNmwMKM(Xy^rH?zUHc^j{rHg8ckuSH-*tz%QTVwkLmfSsc3$aB z-)j=Yd_YD6Zf#0nA6wk|VOo~k%$35Y*yVZIZGv{+6x-DmDO@*xy7rH}#bW8a41BJf z*Wkmz#FnD{T!^j$LG(u%Rn8kCrn(GTo9>FRmwetZ^jP>aZT?b@=*kn+^?y6>qJKyQ zHa#nSyVN0Z-{tP9&huAHG_0F+jcA-d{BO=%tl^lSsrsuHCw5Ky&vcXXrb?7hHG&wA zWz?tchldRBTjP7bMef7>a@G>{k9Ms}^qA+#=)E~bU$EHfg`1Tc5G~F-9g1YXkZ*wY zJ}BnpRfyi$enpBp|ItN?5c8)=`~N=JVvhE{jIQdHpT_!Elhxj5G>)HU^lQl88~Vq1 z-_nfUpX>$Eucl|H9)9enyqt<_sZKv?5JWr6XjDW!yzl);oR@v?{000Q$3HXv!6*1P zu77J$gxUmk<416hk$7JqR=jV4{R*UOYyRLrwewHpgMMw?U#?3LI69#tvk!R3&eWef`JvZMG5%!P=-&8ZC+&TSdPG;Bpick!pPl(k z3LtxTtn<|K>av`ooA!UiL;V@o4`%h>iQeZy`>%AG*>m5eBHx|=_qAVyxG!y-f4frw z8xq7gE2GMNy$Qzxx_9Ut!7$JJIDY5J_s<&I%)jHoF$XW_x+Ux_OBPyJ-oYuq&Gaf; z5#g9$tLKLe1bt&Qg5@|t>|@BNHLCk(mT~u|gATI4sdZGaym>a)X|YH17uAI5ek7>P z|13eLPb_8A+wADD^>aM?nds-dxU|Q)_i|3rg}vo4`T#kXQN`a+pPIkFX&4m8PSb)b zPx)r$%dgkom-isL9t3ssuctw6MoXOht^7#zWt(iOHhJg_F@AUwoi9PulZ-0&t)eTI z{(E}MNOqmVV~R%neeS2Rg1#AjZ$%LOTt=fx%(%>^&p7XT^2lYjj=~2ux;nUhy5WMp zIeqscsN>&x^&zVie0KW2QaR4BHWcogY3X^ZxAwk#3;N!YpsxROw{nRrV)aS)bQO;> zlr#UVKOeb0)9#Cz^*?L-mR{%mXNn6Zc z+Y!{Ye?tGx4_TIKTLv9j7tPSVLsKT82ekS_yS62Io&I+XoE*V$UkCFV^}den_sv@G zh@H3SevGI;f7#zv^Pg;A|8z6hOTH$1Nn+R1o_=(|2Ms3lOn%NX`-jzhu=O&-IQN9P z)%uXXi;#b__UrPpV#y=Z&kBDf$tMdPyZxv&M>b~kZ<~4r6h9dw_W$mDa8It`?=I*& zQbOGblA21vLTB~9!~%=$dYe4xH-`D?=H53NUTW1z@ZX8(x)RjMZ`k3@pV)*mkG9ne zj}-f_ekt{z!AsD0Cb}*Ja}$(7LYc$K%-3~u!z=uZuy^-c?lZZGlkN9?W(EEjm$7TO zxNq6*rrkWn@3O~F^w1)Pyj*f@4#_HH{F<_X1Kp1s`nc?Ut?j~MAsP&a;tUHP2A@^W?m2E3Zid^Udv zKEvW#TL;ysp`AYsBD%o@b?YaKf5wlJPgw8Rkmo0b{#_Fhl6YWDTTanU+t2L2^$@3a@nJ77ppk`+TlBYWX+>(I7K(jf7=fm-4YI75#!(UJG(mmu&Ij8 z^a(dCL&_v+{zAIB%MWyy^s<@$rpf!R!>J%+2N9J~ zL)K{MfrQP!pBMhhX4*feUC3F_KE^z_*0%x^%k<$DuPiTnQBrZ1Yfd^k(B z{6ha5?|V+8d}k8GJVizwq|fK1EQa;d30gnVa@I1P=w=Yq%^w=YypLgm9lI23t$?gVF>9MemuyDY|72{g_Wsr+pB4}!%Lp3hkJjVwGbG)U{e4mRG;2TCh#}hf$wK|~aGOD}}Ud`Ta zdh1+~tR#h3Iefi$rUjb4axi^gL@*mc87TWlDr$AZybkXvp`LA(Kgfmpeo=LfY;2{6 z{2S$W2_>|YplZa^7#28=P8zV!PX6*;%+gtYs;cOF6n+OmrDI<74{~^{a4%S z|ByI;$Gu9h`7`}kPtYj857%UI?3*)&4JCnzt5vR%6h2AtA3}8N2tv+e)Y{AQ50?3O zx_7UNUShS0{&3>NYk#%S_77JQ-5P?>vofmqn|?ay(8{iXk@7tzHA1CUzZX35=NOUy zDxzCWPzS7C>n2I_>ips2wIqW5O##WVBiDz|8o?3Itp1+ouiY?PKCS=u*-&QrK_5?> z=>r;`Xu7uKNp^!W49@uL?oHi>3i`G5J(Qqs{&8>6ppWwV+P3`lAzORXB?vtwqX~CATxCc4=Fje& z=?<$-;o~LwL6T){IiZ%#^kWM?XwY@god+!2`jwZD*+SQJ=gu{cTqNxk-Ov zT{v3NUyLIgGkP^%bU4OO-1`UpFZ5#@LDZ9sD(5$o==`D>g)d^e{9fL6=Y*Q-PuQzM z|Ec~`ir7pa^kL%NYw~*!&`bRNk*(#X*BA6Vh>`sSF;2;-kKe6FEN1xfwOhB#?}bo! zmKI&l&e+yQ=#QQBeIG&8lZ-~KiA!X&diBjdI%}+0f1iAEeb`TN9)f-s(d{Lu%ipzn zmvd73J-)m1wvQ3xchIQ@gZ6&V?*Hs2x;_7-4=XK^_lNv9N2J?&Ks!IRO@6-r{$}evovQDC9WTbe&S_^JkFDvz ziCt6q@&BLr8-FS8Z@@m!*8J@a=a0tolLM5{F@ie%9lX;mk+~B+)<4_*&eeRHp!pj< zNOa)@b>nB)^>J?){5@k{7uDBi*nyk1h5Q{Nx}yYj^N-+5Z!WSHJAW9sx3*R6|GXP~ zW5;x>wtsP$=#CIXKa){q{}cD8AXlot!BQfBGx^zSvj1a7Pi$E*FEFlOZKJn_gMXv` zvyDDh%%8q*{dQOQ8!^&LR6r|1UHg4Jz3iUkaZdHOk9C#ZgLChH_egF3)yl7~U(0aH z&b0p(qVWggf;#?a^XG5dJO5^ry|ZHlc|@)?mrs``rd_JcA$#7s;ypmvqrhGl`}b-) z))wV}Tp%3wa_W8anq;3+hL`&4J?}E&Ju%!XH{MT2Js}+Jhx`z()+^pq#CwgJeGKBM z^svuKX1Gs{aO3>MINw*p(+c}6(4k!s{`LF8PZ@B;$30*pKPs->&vkGLxt^)h99|`* zLVM2Q(Te?HCw?^LAgF;4@1Dsa&&r=$@%||b3x6+azjDN%o3QUv>r2CNkJ6YQ_(AyB z{FW5$Ub&>l^mWwK(`t`Pb~R(7t&85A6vYnYy*oGXj}i<>=!JnogvpNCEA!N0a& z%_#g6fPZ6ojQ1(<{&BAq`_RT+D1F!;j=(ue(LW0|~qW?y?7i%KcamV`(*ijSm1cC751HY{~Gd?kYc}m%tN%N+TQ={A81!Kyb1pr&nR%5D`z@U zr?2%zFaA`14%Vk#S3Zv3hmBF}#~X3zccimbeopp7+wL6pu)a$F?I!96{xPucr|NgS zH>&j?)!x>P>iZ+v*8|Ti_(XpmFIVrBpzV z^Q^2rY$CrRSAU7{-n>#1&m1|9jpH6E{iRh8@@LY7EAJue>~}G~AlZ1Rm-R8PvFM=NVEsq4>3FggdJK5oG@0|3IxT zZQTQY;lD-gPgO+!NBv^G2z{&S!^Rx%W5b_;D$nKlA>}=n2Eu;@^fBsN)vp!B_-34M zqP}%ze-hY_+w=c!&poYc_XhtT*>ivRhduWPTkN^dP(>Tp^G7Oz z8ezxKh_I?TSBmvK*4aadz7QHrwr6#lJe;}wF@D$5m+>r^7KGlVEgL)jqTPqaIuZL7 zy8RHJ>|Z`f%l-cRbN8&<>BAz+y<=^o zs(ij&=dAFjFe~N#yI-{X#Af^_c+IUixbuE-pCz&2(p42!Hsj#mjGoheHuOs;!+v&t zN=SDP3Q0%w%Xf$MA$v6R?okGZ7XJb{{u5@`0W<&gX2U{}%tyw-`5|C**v2-}`SQyx)a(%8~rw zN!1T2JF_SJ&^aKpHw%C94*=%)MWh==@*{m+bl&_n+mRQ$gc7WtQ@2wnscPe$!Ldp%~Y zoAwFm(Cro*L>;zLzfSc$-)i^4T!^kVLB0ImaoZ@3npNgvOy=7xiNg2E&v(~2Ii3@0 zDMvqQ5Y+WQpFQK>v#mv5J#Mt(1RG1?%NCSq=}}Iz2PjY9s}jUGBBN2A3MH~y*?u4W zsN!kXkHYJw9a}Nrxb}Wi1^VtvP?vwu&#zvy;51QF)8+n^b*1py$^MlhEdz!8Riy8g z2O6_tRQuKL7L4cqZ~U zliy%E4}|{j{$=NsH@ou-`f9{?b%MI~PnfylEmJ-RWvqw!uPXoL1ie}Ql&m;U{IBz0 z6%M#Qo46z;*>`^Hu3E&5Mg`tD8;^BfuV%Q^AA)MaeTtm&8EWxf=CBu)RE zr(1XDgj(F_huYBEJ3;biYqri0q+&;&6+SsOPTU8Nh&~$Bc&v5~SdZxI6U2N*Mnf+a zdnJ{k`}ok`bCma!D|3o&+JCYBL;b7wxl7ngujXS72feZVkWd3+2=f>jRo1`ZOZPnK zelt$kvyUB-t)Ke@2T}jF$`8hc)Xu-m^jAaTyAeTM|8+PS{ZR_pb7Af zyN4(Fa*A$R|L`A=`ZM~EZ%hd_A&7N^jN0}6Er|uWj30Thb}R#bA+`I@$lB5N_d^eT z*tIP3SscUo_+#27UKhu;;gp>z|A>eA3-$x?-GhEKC#ai$SX+%rU}Ih*EW_`JKNU)W#2tt1T&_PJb%)sPN~3@k90JVf%d)R zK{tZXGcsze?edJ-7jC!F()+rY|1@qImG+RkHvjM;x{d^O>qx~Oe}!Y7Aw5>zVy!8> zbDQmhZbkPH{l67`M>xhA`Ln|rm$%ZKi=Xo58G1)l_{rZhc*ps6Lb@p*=y&Gh|eGzwt}ky;X}(jTimr;+eV+_FCHt`nE*Zj-YP-X<4z~pP~PwUg3{} zrn5HkZx#0;agI&d*+_4^52T&9cc6qYzJX8qv)zYNr`Uo!ohr?i{ZUq?c*zbS3m?q3 z{XXwfr`nlH4ZSPgKkK(JCc6KH=A4o<<=@I)HfufPjF`WrKR>GM&=M5{eJ4t&D?#k% z$ml))v~O9$GxxskCw>$5Tu)}NE3k82BO!mCiLT2(>4Sc~@`ByVl-qySj*Vjcel+LC zlPxE0pMO%a7VOid9IJ*W+pfPn$e#-IS8C_qum=ad@%@hO#9#nHo&M(IJ3M4hD_&T> zaoAb0|8?kzr^~V1+WSF%MAw&~Zv6b1b3!7EB!5mA*NQ9toc?XQrN>VO;MV z-1m3i`(6H^PIY&6SEuUyOhaD&JxR`sDD;$A`8}20x`^o~-d^SPcVL5i+_#77{&_Ew z>rGTY|4^KdIb;07J)+e0Ka&abLY%8na)#{};gB!=xl|tt(3hyD{f2Z~`$oWhHrOxa zK3i(>OjSJC-yJ_N{@@%8`Lb;O_KLp;(XU_nQ$&M^A{~j9$4~bbHNE|PH}d*#eQ?HX zFIRQ`Fo5I+64j4CigSoF_Su#BtL5*(DO&!X)_l#STBe!|?v~|WeGi9oRmcyfA47<0 z#y`&oyKV}O^!+T%AC{NxzF|WL%lFTa4$4(Oe>c+K2v5_864*#oGyeIv-@QYexbx_? zp{;KTB6YY)QMpH&}oEPNhx57_p|| z^kXzp^izqoTfOa}*oyF!?Z`h$ho?M(+_z zfAnA6SAzUV`Z0QTaG@^7_y+2?XE1~FnSF8=}~kd?ki0Qt%EV=+;blf?R!tan9>`~1(Tnr9yf zbIAWf(%hI$UA!5wrYZDeKG7`jp#7hA0k6YKgsK~U_E&r7oV3k@&p)P8c*L*o{~>oz zjSajJBUGVqO>f)fZ@OPS|C>hcGl^>E&mpZo#tWT$biUtb#vP6)bW1wEyx1KKnDPcm$T!zsZDo*<`vOOvxG6AI=}p{`BV$ zvnZn3L^b{2Dfq`@(Us00(SMZlM<@pJ|5_hd{EqDJ6KAXo)qWkgX<66+Hk|6cGM z= zXh-XJj7v)TDjxAVl3Py{>tu=b$$sLa5KH;TxQzXKnob+qp8(zY)&EZa3+3<0^!txS z^{*7mxnIivMdfy!sJ{O?R;)MA_1!7qEBQy+EFIfrx-YN4P2?U(R5Sj@uFLdB2=oh@ z(W1lw;TriDYBc9Wa+nVz)`WS{HgeF^Uts8x+hXzt>#bv~Lxeu$U!zzR@4#v5{i!YF zzLluPeg>v#lq~qanegs-zO8)zu{$_-osa3=x&D@wpUG5_;;*Z-A4c-{9tg(8=kz@g ziq5p1e(WHMc4=nK_iubw3|#!<{w1L@`KP_aI*#RJ+!a(juwPD!lwx5!swwlKS`!|X%({Hu4) zu6J78sLd$2X*d1YLsVlw{c1}%n7~u}pBn#Cd;bFV596QS{u$Lj@`-)H%M0TZ-JVos za5s|2dtBI6Js!h;is%SYjs0}$bnlJm=khU+eYT~7H~BC9^rgY7n4XMS(*gQ%kSN-T z#KxD)7bNKM_+wIu$A92cLTK7_cQ_u)*!xx1#=93}l$_}h{WwfiQ~xY?_qxt^w>X|tzU8gr^KNR%5X`9j zZ4KTN2UA2;(I!p$Y;Dn(LhwA{^1gzXIG$s+1Fg!|+S-iU?~^2dim0aiLnkl(D43eh z8G7l|exVro$1khzSz?E}e{Q5diSh5gWYVp_jpWxFyoV2=1WpshI!|H)kEHo1;(HvJ z|4d5d_v?+$@6S-W=ZR{{-><^opM;0rTkT>J!}%C3KJY^r<7Tn3d$n8I7-?`MAxBpAzev_!ie#Tpu zOAxX}kGFZ+_@2;!{O@=4s$Ox4I)A!M?pKIv=5I}BB`gvA2#=#0`R_~f@WQLsT^O+z z*B|2DL+{KWf0cen_xSu{d(R(MPja_Nb^2I;$nVmmcVbBY zI{mmo6!k2z^7&b9!Xv}@lUh77q=R{te*Zd*0)!LAJV9dFr=cH&W7jJkD<^%A5%TXR zC#=6)!k*W^W$izd<6-<>|5NeAesBE|8;tVT<8j`meBb#w{{aj4JQK&z`3=f{f542R zpG=HVaKrXz^gW=v6wy7R1rf1S{|!365ES+pe}ALwAFFsSmX*JXC;PkSUuc*5^M^>% z_aRZu`p0_x>-S>fjvG%tTgUMGt5XVh3;KAeJEP#HDEe`qDAJKwdHvpw@MJLm`AB#& zSf^N;f3#n`3q|@5=tndhR2pJ_KY{TJ^M8B~CAI0pF8^Np)#FjC<4+9fn@F^(sy;wSA@Ui7;|MS>Ivd?fjj1|BWU0zlma=C$Rws4!#vuSK8>7H|`ivO7B=?l4X8!M9V{Vc-=189d&Fe;TJj$+rc};vg%AHYg(_{Mags3L{u5<5Q7BPQE z`H!LbyQSrSU5BTyzdvDV`$4{~xz26YkjDI0RlHvvD=^IB4u6~E#pKE%l!ON{v zRXon;B=?%AX8sj__riOj?nICpRF(2>o?`b;q{r+LgZhMQZY2_g{J{QT(=l+VNtW&hq--Ui5BU^kXN6 zc#ZOp{U_+JpZ^=lE9nIA`v>~>3%|zG`eYHFR-XK&YSr|d!>UUc8!Dcf%kpKMS^N6g znQWMOqOo8)v)P%u|12LLW-?1Vdl4z{-NfJfY;p!-=-3~NIc?4{Q^$|{^)8j|b_Q=nv%qzDwDz) z%3q(2LpeWMsy^q;137+@FYzdU52?QAU+GKu9KcVr;&?ZH(lxR?!}=0lQx3vAVm!Qz zZ0$kb{OH@4k{`9aO3C%%&g64%>D)b~zYUY$L;U5=IsS{% zKC1Ed)>Ou8Dx=GPCT70oxHNA=UfyQ&w$ZZzL;lRH`5tr1@>21Wl>DoBfinJzgg1r# z0~wD-YTqb7@Q5GxbiwQI-74*^5SLfd13pV`t|#Q-ujreJ`$PZg5`0(pmyNl*(q0+o z&E`#e@6(+98JAUjKk!Ho?H%!>JW6$x}GAJMT>*Iqz+z)t_ zKe^{j8wNb2KkaX{*!ZnApYQ1JgDCiDz~8gxc%f*2|6ZT4x4?%4uZ~xP<^HbP`;_(u z_@Tg01h1CQzvtJ6A)kuB4LjKHeQ=)2BRJmWmg-xkZ?5daP~Q%6d+o;OFFRyBJvVN@ z^yk|sPvjqXUTClS^W^9Y7t1a+7xhcHM#cv|;-EAwI~%p1>XT z4SNF~<%Muc`*vpF_2U=XUsjqgNu!Unz5?E3@=y4?*!N6XzCZV0_#<85HDZ0D%pdDB z;BjI+Y9N<)Q(hj(k3N4&{QB|RQ5ip^`4QSfRT|GBuh&-|_0w zxL$SpzYwpkCY5N5G&7gBSvp~vQvV6V}FWHbKYlH z&ugbRZg{65yQKG$xG*xQP~|sQ<5n}&C-z|)l7nWyEFku1gi!fm<-=9hL#UmfaVJ+6_8x0Z$6{~)T_@3d`R?2+KuWL6Hx`(Z+L@-N#v ztnU49-Ff+EC3l>2X!h$p-&MLM`p|nhdkWW9elOR75oPWGgfn^`hAA>K4miH@I(%^U2&wLMBc5o4Q{gME6B*I>TMw z_j71&arzW3$9usz4R@pRLpbQC;A%JJ=|eBrEwpDz&Z&2XNa0J5dez&1jp6mTr^gcS zx1MVK<)sABZjp}UY`r7=t?=$Ri(32U4nObD(qr`Td*@2?_G_8`>Uo1Q|0%}xHF?QVf4uOD>L2BDTgGdw#`VuH1vLK^P>8nvpH5nK=@<7s9T){S zJTF5y^h;$tSLY8#`G-90qB0M#u{eF)*TgvSd+%*j`>)r(2q{>UD9Tx413RpbSNe}% z62GsY>;qJ{SbvI^_aDr|;BIO8!A|S+}q3Q?Ik=2Q3`Fppl?XuVJ>NuRsmms+^L@|z-*-QJ9 zg@FARBeMjp<9Hou`p(*uv%e3QFG+Hxh-%XJ+&JZn=$UwJVBoOD!btKzz53hH9j}Kn zVh!7`5#9>MB?pR7Q-1zFejDLQ~%i=}vD|M5bU5XaG$bVRLC!5bTdof}S`wzlloYn6iRiOaRL^b`# z?s1ckLaQ%}w|wiN;{D3&>sso4$*Lq*gQ!M->(|wviAAPG-;ODDpMSqxIvo*5es9kx zxTzZbs7_Q<|DI{qy%VPNRPeGf|MFknEoZHRshz*6;|KQXkiJpGdWPjd&T*$o{QBD7|{&?oIIOxXZcE!8i7Fv-1^H<3Z0n>UhVogoxM^iYcG{CEK z(l6%U`FQ$9_9N^+-uHWKuzqY#`gS6!E&rz87sa*37w#U>;uhb3NF4Wim)%7bFAe45 zLGtM55*rZf{YCIUnX$avwafhbp)=YzXYtzIh3DUu8yfc??N#WgzYU}Tv&wDY%e(cSKr%$SQQFYH|&KaeSAFW8vjVSu5#LDjt z7`?Z}`0=_@@ajG`mg9|6v?lCpDf54O26vT`U7@dxv!VYVtJ(VyX{Ajzx~VaZ+4~xx)Ig1 zpIxuA#R}WUc6UrH62r$&pZNo-kDRH#SM5S_U5RS?zx(k@k44`W)BFBte}hF8^q=@J*N3Ra{twUf?5yb2e#XNeY!lyqZFJrJfz_X zy&2>O(vLwzHTKi};+zDr0gaz%7Z^VwZ&dyWhy3gHH^ZAeM%Af^VU#R_mILVD5igqfojup$r3Yks_6YdHjf*tuE@35z6q0@~Rv4;KE z=)SivMKqEq_QNGselHeRDMRB4HU~J~^6gQJ9SXao_Ps@jb3uw<*}t#Ph&9yTX#Oyo zA{s|jV?XUiG*1+Ow~TVt<1LRNxv@ku6O~B(>NMB*djs^}^}qGrAcW(U=+E_g zU!-AB(@0(kr{X>9?e}Ud|X)67gMpR?}<4v()BH9n?RsX#)qxJ*5YS?A{_-iEJD(XUuiu3Oa z=s$YAm>Hz^OrjWPBzE)Wi;03$x?O*i>w1mjRmFA*J(1{@dc0H2A8}uuk~3_-|1iIM7Z6f_S^kX4W&HO#!LdG!hszcW0^Uq)9-}}noHU0d_A&fzOF8x?QG%Gyl{IcEF zihXa+P~Tfu`}%!qHh1;@#yko?pQxt&g{-c2NqkK2tx$ike@Mot{t*uKs$YK^$?NxD z^y_aU`3?sA_eS#2AN^`*^Q_HAR;$6_zKDLTC8{Yu&)&(O#PPHK{$}${x_?3iaPMh` z;n!nla{0w1w}hx>|0KZC=Cu$odB=m$YsdNgqiyNxJ`aHJb^U}9DUf_$4@e?ygt9WJ0NNzb%&H6R=an&;-`ak-g(*KJy z3U1i{5DxZVKYpyB04s?i9f`I3nh+tZ{{`Mz8VYY&`TZI%)iQZ?{MDa7uO>a#5Jf*R z>o0z}MC-Sk&gg%*|4YFwEo37=E&($Wd4;~f)!QR-fX4z{9S$&m)}5gn~7@1fB#2~jtN)G zUMwQ^Iwypae`|+=g*|HwW5k*Q=*LE)8vXqeK7SH7KmU5C?z(8+{#~jz=){IsVH7;o z<*%QA{Y4RNBC4_fzVoU)75{Rp?PT)2#m_(5-rn7_c>f9(r*HJ$+S2xm`NJUD{yFgU zw~*djiDI5Dv4P8reH9(2=lVElkI3=5^QNDf&)MX|<&DzE{vFz{{=MxsN_RI=P5%$e zH2JgWpCNDb^I<22Gvxm%UzHzYgNE|-x0CxWqSizu5_oRr3t@Q9J4ddJkLLSl(*||@ zd*C1yZ+{1c-$_)n{xHQ=N)Wth{fqvqUw;_oAM-EtztqmZ6tz_QliKx%B7cnIgUFv0$n5pc$JNvy33CGF5T-Vqslir7jYQ}H(;5J{xc#m}13bxrRz<*f&^wo#I9mFX3{}Wza z#L}XV1)N_a|N8T5BmMtt{-G!GuOEL8Q-C8xVJ9Tk|J>9sqW`|m-Wfh^7f`=;S;k!( z+(^y8k^aY?mwnT^c@$qiv>QCVg74B2jFL07zX9Vz2c;RXT0sA7c5u-g`>X@G{4t7% z23nJ*{_LJ#iW9d^sJtd-TMR!xTfEGH)r)G&<hciLdo*;W99t39E1Bw`f-Y= zrv3x3%|9-#{g3+x7{Ac|^y`14_M@m37z}xR`wbzzFA*(DR3ZVp6QYFmq<<-LuOaV$ zsPpgBK3FY5j|Kv24qRa~l>241q8%oh1iN`PsGm>m$E^ivF+MKec@Q zySQ)qlDoq13CMr4&HD;G^(tQS1qy$WDD;$A`Tl+w-G4#6dFA^rl^F#$?EkQzX#c6TpGrD`!B|)0y_cow z1F!j4^OwsM(G{Zl{10DLx!8*uF&r=DNz=WT{z_AwS(<(zeQy!@$M+T?f0cfO6Gc0f zSVyZ`@q+b&?VCP7h~)FnR)yWmq?=im+plXR7e-WLKiQW;uY_Pae}P>~Pv(_6$ zNWm{e^Fv|kf0yfy%Nn)rfslp@?9S2cnI6_x*H5=8{A*PXzhZ@ZTg9NLJCn-A-xF?< zYt>_&hWF^D;yvCW_gJF(^_!24^|Us*t_lOm|3!1pdDCC1?_chcdkj&Olf=sBH(?nU zW$Rs4P?#bk!PKoIcL4P_9b<&1bQ^qE<*S$`$W@NnH!;KhU`(2|U`np?n9I#ytH; zmfYo{-#gq8Mi+R^C54KzN&oSC6;(l;oZf)!1*-wABxUJcM_Q_M?1nt|+76 z7M7oh+fTjyvaJ27-%I4(et$>5fAf+G;uTSpv&4G3jCfAViZEx)>-764 zmZh(j-|y*fGGScRpMSg|y+0Av>|gkFXfj2dw`%*LZPNYEe&j!{R9lZ)Q9T*4rnmIt z9Z}>{Vgnr>e-huEuz&RI+CzT-Ikwr;mFr5hV-(!t_JjVf-@o{qB1$BxAAfv%yeqjf zA)4cT7aCt7YmRd2_g3Ob?gLRx{@LI&QDVgAm!D8H~>0dCo|N4<4N+PP6Ke`u*P80%PmuSPn z_i?<&OL_O*aLeD6+doV554$Ae!btD>E!AHR=a=Rr?4r_t)b&d;Mf91dMt{FbA1D^0!Vqt>VsNZmHBiB)AI6zm)OvT^X^4?cas&??8Y3`u!_Kl!Y3kMt|!|hvS8) zaUBYUq>C0RQnS3j9XDcsQO-KI}+XvNF#JGrMLd9+ir^U?bs1-p$ut}GZ9 z%FoX?=&R{j)lR8rZ-l{f1~z``4{R>zkh8c??d_s@;wk$;q{zWrn+y|WQ5iUeu@N@1g%F)vvp<71}&d-GNl zZ)))ypbqrcm;bUd6vBI|clpwjWgreG?<(F^CDe^y0ETAMmRVhwW;t@4oWnLsfHiaT z%w^49SBv_(WfJe`dz*Qv$O`@LAW1Q?bj?Rdi11U`#|M<=obF|r_oo){mL zd1jIjzkGDXB3F8{wPrw^*MG9yGCoc%Cgbs4@4@~czKwZf)S)v29wm6hr{Kx8=XiZG zo}+}@ulUCa%DhsKpJ&hY0&W4qLqF)P#}&}eQ}ON}>sQ6!i7lq~pu}gz@oNw-^oKw2 z(y$M#_}dcR4Dh~ex!#CJk%vFEN8S%?ef*4%6&-Z2-1~GLm2@98XNVu=^jdDet+~JNsw@*=(;;S-m_M>~CSSLK2Vhz}#HNPHM;7C(0B0 zE9vR+*MQHLiOG0bty}Z5MQzYe8`mT*NPz?=%e^&;_kpZ zLwQ49&m$gC`0L+yKwkxas~OJ^${+blFyob-Y|8Twd@sbWfA^rbk9e1mvOZONh4zd5 zAYM@TpWbHsVPVB>tBE04|s8CZwekC#_wO%2g>JXf9Q?)kYBhXKj6{6z*m#*gI(z8$FfKcet!Mf zng++GvG`$ZfVo2@xwB~-mQFZ6cqnT`c)NLYGvnK_674;|tEU4OI( z)JKxg!EI&shFJ&k@<=I<@X!am+TVPa&!1 zin%!+Ey^2s)!4RCpENA3Vl$Kpp#d6XCYkv`Hzd?|U@=d=v&|D-G3 zYxTszY?*n2k)=DkC`}hj6dJ(i3kR;Wi|?`m__h8AC{Oe^B|f!$^gQwd z3V-MWcTnUf5ex*aH};p)3)T}n|?o239qhKfM2}9Ji!{?jN@Sg|5d54 zQv7=Ys6XI+qdcd}^Yg|u{wE8V4oQUypi{XzaULk%DdG zpo^H()qMpUeh(aU!eihQe_p2y6!~JX} zzCeB-S+SQz7}7zxf$GZ-_X$zY`ul`gC?cHKflAIk{Tx;aeOq3wFtq3`AtxzZ|J8^y z&z&ao^2QM^rd8Jppkjb^<%mmX>VGPM1`Fw79;1KmbPY!a&eLKV>IR{J(k?{D2J;~4{ z|9*a-r(>bp)eD9UVI*d;{&plVOSbE({wOb;<7nDZU`N-l;;}p59|o^J&fjxq-gKe$ zvr=9br~mKgF}W<3Z~DS^_mJaF~U$%q=|FQ zPw8Cyae3T-gWX3vl7jnHS^QSCKfW)`lG9QAJ#gs61{*(Aa^v#IH|VeO4?C+L|8dW# z2|>v5EQbo)kyTZ*wO$b3!m5QhK*I0)P1??&^O3twV2IS1q=**HE98Y7b*GAu4W2#v! zucQ;g>mU1mNZ*crlz@XuL%P*T6zA-%=d^cCjL@3g3)i|)ILD9f48e-gkK#npA0^ha z(bl)3^}2}ZC*EG=cy0$axW|2aXnFpP@Lxk{1oH0}V;v0rOVSSqqWbm|U#qhH zy1%2j{c*~5;z_HSDxO6tlCviYJ0h{Mx8jn7svZ-Igp|C@@yO@>h>v~H&2l`dz%}C* z2jxD+zu)@mt^LCRuiY6XXV`uU(EJDUml6dwma}un$K^4um8J+a_2;)g{Iw9$FKed} zg^%+4&<#s0&G57hg%l)(zwLQCpUp_vYXV^*%*8k}FRXNDSmY1iha3+)=HQ-M&fV4bEVyUlMDi$Si4F5OfbUO7 zIK%z0eEzE5Cr7=3{(JqIOqge3Ka-L(Y<~!cdck@R?noC@pMD74XGi8S97I5FzJ-kc)VlBq-_Fs+U7*V7nv7yKN#0!rn zyV+dH62|eIs~?!%>goEyT)sNV)gg*;NMhyhKidttKVx(Oe|{g^rBa?vANzW9`5Giw zlPJb{i4F0P<}V=$HS!eQIfZ|}`^BOaN8*e2;qoYVP<{DRw5EpiW1@_Qtj@n`k$Y{T zn)zec;N9;8N3tJi*NtWS;gst1kuSadhTfoh{ofhjK{}J(I9NbBl5^9$;%3pw?L@-z zHhVZ8U*wmky&Y=SW+Y~+OF!xn#XLx29ji<|Eqc-S=P`d=Ubg#&4IM0hPlR-^zE$RL zb`0*wH)v|}4>?f1Jko*w*q4WUefrUWDAp4a>%Y3s-(vUnv)?~FcAMiV9!ht2Pf$!F zM!_w%A81$Dzk)p4r3*P|=AUdru|&Z&>afG$KO^~lvLOM}9524A$J<{cl50#9c1~jD z?-4lB_>Fbhsdn`z+fS&;RcY} z2J~0$2l-d_UF}mX&+A3rKP|=O-AQlE@6paBXX`HaK8ar8g(d~XNAmmJ=N|Tc^mo_o z4R)!L{QY>f{yUIf9e>u}uJFDm!rId5I-4I7ky6)^ABJ8o)+Yd$`9|MkbnL9qZ>ukov5b&2e$hAji@+Zbw<0^pGO#_ z4?U57YUj_8$Nq^TuhzdO1?Y)@D)kHqej_ZV_eii`W9)u7Jbzx1Ay{hl*YBVAqKJAE z&4Y-g{m-UxPX*WyjQXpOHM$!Tg7xbCO3NqCP~Sr^E)n8~$0W7v%nA zw_Ai@MHN^uolBFVU1l%}Zt6=v`VmDtl~|`sZ9a=}TbyE@4?g7fr(aw`u{~oLqu{CT zzxwk|Z;GftQBD8x%sxCu3~qm?PnMha`Fpw(tFmP;^oQm44|@Kp{SBZ11Bs%aNNjx6 zKW9bnpjY=+9JnQ5{xrPgJ+JT~H5mm@b^i7JXAng+m?-SD#Kzyd`$1e;b;*jrY@vMq zf31J8_3lEd{WfYpXnz>L_4Z>3rHlPlV$CGr+l6a_(|(^no<$twcsObPm+&Z1fBN;; zFj6>}sHXjTGU*Q#r@x5vZtfd5ef|xhDaqga`ewt+ALAGWH*7yR zzregg{~lr_MKq15e*SDHESsOr?z+&3(x0`Yq{o}(<9Pl@k=!Jr8v7A8A@ZZ(<6N-9 zqW*`393-EA;lPC*>W<{{qe*T&Q4NWEyjS|3SLOmIx8>d@B$3C1J}u{XIgDTkH->)v zNz@u1()wq0od@F64c1%7ScmZaOUGhWyaT7XF$5b+KgJQ&tbdc&{~0T|F3$Vu&e}VC z|GdxE&~)36RN?YQ{Ricb_NOm@BY8!wV|@P$_Z3N9!}?dkg#vTKfz?2mN`p39*(gFD3A-w)9)8AwYqWGg;Nf(U13}(a{>K|-?$LL29 zO(v?@|MIVX`-7OR`<>5yyWin>n7NuKIQs9ieEcau^9S@FW&TikeWyYxNB>g1m`_tWAX`?lxxKZD%o64jP}$i!1(g*h(o_L&~?@1ebo%J#-~ zR%=GVO*84oETS6w=l--th>$#>c(&eU5AyLlutmdd0rwknc}w#TyRO`mSId7kr8|eH zX8y~z<%||f7IysFRSe~LvJ(#fIO;m5T&mMY|JScSjPwVdG352%W1B~MFC>a~BC&A+ zb6yI|={*|irK9{FP2E45PjU;0BAmp!S1bELaLMSEzxb;tetuGi@{Ua{r6_a+F14rY3=?D_-2o%|OhUY*yfu)2S= zjNCU9)y$u*dz3mSF88x~azF8*P@nwW3O=2ieVzxe|K;Sq@n?C@8{SXEFE)24Zs{K* zlp_Cvk$a-^&Q#xXuORoeL{Ux>E1!Q2Dm7yBqVO30p7-ym-RfTLr+yD?CCRNJsHS-4<&(U_)-{IT+?(+8Eyl8M}^5q&l z|3>wfsh;vZN7P?xzvl=%b+rG~;u$L0ddT-r^y}Akl&d^i;x=`^El48VbLj z=mw%1`)T(*5&H)reE%S|_pc~get+b5`wz+w?-vlSQT-X6zx+iJZ6cZ#5!3#Aa7X3* z9Q7Y8@4q`*+oFKgDCbHB(`az+K?rLaDb?${!L=$ zL}B@WGrKEPc)-gqqkFaV!(OWMk3f>!PZa%JV&(Vv%?VEt`BLy$i(B0Pj(kc8O`Glx z-@hJvzslNp_kxU)GaUbo-s2n9pOTJ>r-gSbNdFN1I6)M4+02%!KTX^$0ciM^y~_Jv z?i%;1*9%hTe}_p9>$7acOJvN(28!Jf2ddB86%&Tm7j_Sg?su)#z-Fe!+xfA{pCvS z5A9!%2W*r+^hEl~`I!xayQT6dKmGpKNs1_xDD;$A8Ba5`{^Dk}{I3d~$iJZL%bcFQ zx-();r|8Fd_`^e*zcuLiLa6@FmFjNN_e{{Q(^!w0)^ngbf1?Su=^V*noRnDW;~tL% z$29%@B79@`{LSik=$$-i)%jZp$(<#tZ@;dze#t@p`t{3caz8^fJ5h;f?jPND=Hoh@ zKc=?*q5bRM_gGqgs2BbIuaSIi+P{E&YVp`Q)A|eh8v6Cu1uCzLL^bno`}osmsCsX5 zJQ3yoYbi#-4eckwq5Y>e|B%PLL|^`wD8O~1Kh^)No< zze2PyQHjX+p8^UW?-gphh2P(M{KaQ?nk(x4J)`@l&~fXZiSNH2=Io`i7}`px^u8Je5ZUB+BDa#Jbl<}={aVtr{n28TPB`r(0_wcZuQ^qwb{+@W7`TgICUK~F_8MmA{ zk9#Dr2YQ}rg%i9RnBQ&dlo;uI!XIV)2M>y`GE?w&8gqON2qJ%Yzl`_13O++Ej?aO8 zJ*=W&11oqx6?k~u z*F|~i_ur6T_#=J9ufOk_EpV-O2e+PVsq_x$waZX;b987@KJWTWklN?NM*aDF&tp>g z4zK1-e4Jn><+ozSK0Lp;2dbnOCjj3BdZ4`FkMaPIePr;^7xK902!F`KANLT~$o0v1 z{ps%qRww*L#Fs{%e^le|>y`4W%=4wBhxh)#UqJu1VdcyMuR1Xq?`ywG0UYWU>L>hHnK-SKjL#)cCfkfOgp?_o=kKK5J>^hf=8pG0^QN_kb` z=_%oDm||a>();joOv%3se=mMazW-f^(n}K1{vfZEM{XV-Jjxvu{Z;W-@lEvib6~Gf ze@gkP?}PRCVU+mN@^a9p4<2|ds4wW1GJbpBo{>Jn;U34hvLEB>Z1-axQikSV>C5qh zP`>*0wvv8v>Yr7(Jw?3G5Aq71mZkJh%jHw*3%rOp0rpPuSKoId9`vsPvi&JzJE8vp)AeYkk?~M z`;{!{@uQ$$%KEiozzbn{KW~1eNpc@q%0qd zClcNX;j5wjpu7;TlAbMtKX{~v_mIes;;+V!c$E4p!SP>YcQgJQ;pHHH@G09b;#2oc zQkDn&VZShbs`D>JKUE&~>(85#=CRp0b~ntdwOX*7Z2g$G)2syWjaUONHXX z(r>@(G%2(fP_u>p>)--^Nc)^xZ&`GHV~(qCVx*15Hb^LYB$=S05qK{07R zul%QA(Ivy*SNF_{5vGy*(Bu+RHkKQ}<)IhW`?*wkA93m@u{phmuS)J$Muz2V8r6}@ zW1j?iYtED1kBojJ;QKmA2jAC0y`|V3keGkJ53hb-PZ=-r^7Ji}SHJIveu!*lp&!@> zLw!ijcD2|?G2XL#^-A}z@b?roU+g_2UT)9R$37|cVKw`K0Urmx7u*kYuD0)83_nll zoOZ^ks2X;>{aLC%+9&Kd^tVi2{XPQ53&>-i80X+c;UTp@^Y^_>vC4TSwte16&zaAi zRq@etQh1!BYVu!mT!z02K{)u^_xZZ^!8B5FWSLKg*^H7Ayhs651=86`8FOGiN!~C9VUp}6H%hC_y z-)Ga0Z$|Ri&xW1TDzWl;mfzOx&p+4M#otqHoLS}djL2q;f}3#u zsOk6clJB#pzkDQXy&YFL9)w%OwDs8&?76&U01M zA;HM!QhEN@h|3qJ+?F7UaZq9d%f0$rEJx!X>c3(t@nGw8o1{vUad91@K3Q^pTFM#&k@UySZkI8a2@iDDd(*m&DVp9NnU|4`1;(_JbY+E%?! z<4AIqh{6s@to)wUE4=)#X+AqSPU+V35ISNpos3v{i z53|BV*l&y`r-7m{w#dxCox-S?%AcH&hYyf zG2NR6XF+aw9 zMsf~(QYB0{HtF2x@V%$__}BJ;dregAek!qH(axJizy5j3@5^_ezbEpo64=|f{|sLKwMecxQBD8xYZ885yq)8$ zU(LZ+`1ct}MlM0>{ z_LG0nX=(DU$)J9pvp%^uB8vH}#D*1+@Z=mz4#|>vda$s9{FgTDowaA^aGw7Lfis`gZBdPgkTra$=}Cy z;qpf5mvOwD&&wx<&tLatdU`zIlcUA*P7_@ghu7Q2$FGPj8{39$W?a4n>D_@S)`Jpj z9X}>cIOKY)?z>J8IG$bK#bX+Dsib~i%a!C>6V=!+|6*^0#8};X;=c5r7~_9Sl5;1j zng0aD#4Qlo(D;S@i6iTtHp{rC8gKutNY0I@#(p$?TkxqEMDK|){weQ?%QFgY*nSZX z_9M0PPqZJ%>)Ve}{VVB*@%gWQ{Aoi9wkN8|e{AI&;erd{L10~=$75|va_xv>o+h#K zecT~*9|!K!GgJ#cxgrmv;1-wPuf`9f`~%Mw{qJ|jf0Vy6eyRP}DE&af1B1NMf9-kx zJ*Xgt5ydzqvFy$L*J4fUf*VI&j1ex7f5NQ&gJVXGV8og_(T~1FHTJ8QZSReuspzsY zZdMP4O5~rV)uldvZt1|=e`j*=|u_jA&PV)R(_9_ z?ZrQP20K0E@A+e!7w}%$SiO(mo8-KRYW7j&{Zrr}p#Lj)2$s+PZ|lAe8ON~ARh#hs+n?kH5!KB9LW-=9;rl1(e+r&kV=g~{VqXGbV|^ zb3p%5@EjU43U1hbjrxy~{q#Am%s(-H*O2F*4J=Oo-}i4UpTD1>_J?}a@4pSDg76`# znSWS+U;a+K?d|vDrA;JX|DJwXKi7P_ycX;KU&~KXE0mA_%J`+OKZcXulZfUaY9_mK zHV|*`YJcz1sE5Kba(^^nqGOsh19|%yLGGi7YTBQF)!v`Pc{w`v>T>Fy(1HA;itO2O zC#WkU*5pe+MiSM||6ZqmB?6Bc_9L};)c;<7me+qMtv@h-h?3VI#Tlt<8cjdO5QUwP zSmsqPS+tK@`Q}bUIL9L%_VQq@DQ!A23T|=#LA-iAiLn&Xc%s_!YhnFK^hi3jJpSx8 z0rTXBO&1rKzqcb#e;mpENmNt+evev(i?bG0F7~2E499bh$hzd{)Q*;~pMUk9kCHRY zzY;D&w|-Xd*G!;@CKA>3zj(JyiQ+W&rg@v87X%mbpPDa!OrFU0j9A0;+t7QStR&F6 z|DJ?d*~(fhA2Pm19?-pK8$<8euzoVKzZ9(r?O&OH9n=FjqWZ!;x}%_pY~``YS``X2WDXy?888!-xQ*nWTqiSa{^ z2WeD(0a>etd?^3 zsJ_QCO5c|7Ffjg4l<_c}dHP23^{D?~U4i$Qq^@Zm{g_V_>uiZ#nc>1?aW|d+WFdcL z{!)z*YgqpO)&3(L=%vgb)%p8E3hjvqU65+OSCHIFqG;z5+q7iXaMA1d?t;UQ zh4J}chTd*TXIw3RkE}!+sGGmpGD^-c{{aSg^hW(xNhc(@Iwgqvf=GW2{a6nNmCEnA zDkrs^U-PlLe%w6zMBh>m)bES0rSR*BYRb>9rF8#GalY*g_usq!q^|#dcm0fZp`Sk+ zm0#`E+xvJO3==SZ>g|63<$DuRP5+VC-;DNevH!N8_HQwMZzQ?Dh$0<{mGKDHlKn^d zDfYiOqu_?^2jQTXV*jiymdATMl;7{||DF3Kp2-$ca3@iX{R>Q!>9equ=C3HfNO}HR zp4+djB)5a8hREL&nbPyyw|%qj^ZBp;@@_e69aQ%(wvoVgq8KM6Hl$sF2jZ{pzabr? z_JeT0TmFiC2){q2zyJ3CPWtNkm%jh)rVK_BMLU&P>xQjA3Fm5!9YAh{nVnt`Z9Hl{KQ0RG$^Gs6g9+D7UAX*yaz8*cBT)ePDYiNJof3N0OVtNe!p2+dWKdy)yD_JZbnm%vz^I<3X`Jrd7&=K|jsKMor zkRnHkYV>!C3QeT(C&U@+YP{d0;D-7m9Qto+#}CM({JV|o()d}~dJOKz>BlLe8vX6u z)4mZWe(t;>{j><7B>8`G2$-_!d1FQ_$7wuC4n^QWcpO;2pg6yxpJvi7IifBpHDW%9qizhjyFuk9B#5YrjTx2FGx zxSaYTlyu0teE#{X{Cg7Vy{4Z(IYj*)Q3%PMCaNhvyGG7$g?2R`)Tue}Jik9Y(xpna zIeSz*7t8byamKi)e@|v4e}VQtVV7}#g48u^|K|+8XL61rxCkTY=!Xq!}|H(70UN@ zqMGs3Z@hJq7;vid#5!*da6H*7(*AeLd_IhVo37H2YeY5kSNZ<#AX-0RUu#aD(ZfoP zsKe!r^#8B>FN#`$&ghqTpH1qTZqSb~qOg+^Yj-O8xo8T=or5jdE?|C{E}`AhY9WId z1-H2U)h2;DGX6t5E+0FF`Y_Yr|cFwsR$!DVPTN7)#M?WHnYTCbN zydCgFBbvHlo;e((OWI)0>f{~mgx{PgKRLB7){KX6VWaq{=5 z?DNeWHMs0UVF-oGcFTMKl`hN;{lD8&aB7P^N_4_pMNBai3#PIJSEorj(d&SPZ zx%@Kf6U8_!v7YsYeGqdm?v%lG zQ?yWp{ELRwaUJlyBO})If_}si)r|k1Qwtmx@%|6{56b&LCoXSk|HZhdAAes`y03_8 z`j1nZQSU`Z`W_hab&~K%DY#+#!}%A||2;grK)!#YfB*7^6!}OLc0ywPZ#{|^j)dl^ zoi)pSjwk;8K=S@h7uEBdwcm zzlp+5O00Z;#bay5zBgy6?-#3o{XR9DyXEhFYm%B1$9*J0r1d zSol8vekC;Tz8h}&n_8T{(ftj}%0Gm^f78FW|3n3mo(xZR z6pS=~F@MiA{U6mmioJ>Ec-UogCmd+DLw)~~OySdzJjNNxS;ph^a{rO{{<#=_{`fsO zAh&5w173fhN&Y)g^mB=gZP4khP=WT}VV6c$$zPymbAii$A-S(a5l&(^cRG1SY(@JA zxyk>Fynj%Q5o=ig2#5Boe}DLm0{lZ1=}2tgrao^3+cvYtG%6j&_kWx>?&)_UcNMO` zQT@g4pLV?1rnCJ0=C-1Dl)rxeBrPeDj%Yz7Xj0BEP4qox=wF<^$84$o_?`juPwo9%>_0(&{r%4j zq=*$!&HU5uQXj6fV)xo?muNAxvWGr{XgFA_C=xVp3H*|)(YWx z(1}Ct?Vc7=-Qxbo^`sxl_+@$jv#0il{GW8Ev-M)zkdH{SsBWS9#2w2{rCl-WHxP@cVBL}P~qZSX5JrW6=t)-4@(C0 zh#A2?O7Hx`8ch8O|55nVEOJF})jvAuV7d3{I z=dY*-_+xxj@Tb~xydM3$1-!mI6#S=xEWwO(VAY23j50Adv*B`R&X68(5Wwqk4G=%} z%b=g$ek%UJ0|H)V4vu#Q{ZQ{Ic`L3D;)gzXCtojdTBK8A8wNZs1z)T=$4B}=_;`xE zim$|Z8SkhFPY3$LU;myP{weY1RQx*RS8qp@^0L$6^Qrh_z`w-)G4P?5$nVLka=f*a z_B_3R&##JCg!Dl%ZWfa9 zRtGX~$)TmwBo-;-aW!Ry%nCIe#qlZkN&t#c-o6}<3-PQY{KtLduhds=jwhEge?Q}o z0k6=E&$_;jFMCJ(5hcwPvTGROE7`JA#G^b)oB8}hd4Dp)p#>)~rhg9yJhHnIzUBR{r2|p6`BlG*}a{M^pvmyV3Wqq7@dcSI)2#@+lxgvdx z&x*fVpWsoxkb}M{{cTxF|6~DpWL*iLca9m4G@>Wr&DE#&@5&T>wwfG|5cQKXezeCV zLD9Do$KOh+Pm+N44}H+T!Rz010H0DxPr@UU;6KYO0)Ar&&MW>Z-WmFXzI+wFI8*TT z8uRfWg4&0oZzi&r4S9Q4?1PFgiu8~_8Gm(GeI6d=1AP%br9DCWQ_BzOqddx9I=ykh zEl(!f-v#ZNvftXC>H~Pfz+Z%YfPF-N1Ae6)YbV!td%{aY`%KI6)Asn(4{qkyj%_jn zrVcO7`&Y{GCt1+*(AT%}lje1U+ERRWR6oUe{NXa*ZEMa4%<3OB`D+uF&0Ihd{vpO= zlo#p`@uR%q|7`Du@*P|nvu-kuiz`#~Z^ZEgFUxqs0@nxf(0`dc9@XRepnWLgoioqB zg3nirc-x=s8}J5|_|@`<-b#8-?CiMtNfYl)W~0p=a8EyWK4;yY)tx7izHQh8n!h|X z&tKM8XT$1A6P(eg?{W-ycd!qNzHM~+sO@QKBHv**?Hue?JcR zk0?LX7xIbr4qk~r6HCdXJzDenPMM#yeEfwR(nI`;erVtN_-%Q8qrWNgcB!7f{VIL9 zmnvp`x7MFy*#^14G-GSz_B@)|%k#~KWKVl4_`}k8alFmKQw{AsnKGZL&YWyd-%VfM zgLr#(mhi7J-_hSsv6t}(>+I z>!&}z(#NMiUrJe@KhKxpk8%f9@^8al%k#t5EVtR=OIMbK@IG^z`Gy@B>=o8~z*p~Y zwzpob$ld_&TTLJJi}fDLTgeaR->UtDUYn^r_7EOE@Rq@2KAAH9ybSW7@K^BXi*S1a z`zo&=Pd4TDOVJPgAz4^#{(eE*CO^-Iba<*5@09sWWrp>RlD-owCC{%a^Yt9&Yf5@* zc_ICj{#b8Tp!V_e{08;_{S`dQ0TljdPbeRSNB>9u!AtW$$}j2<^Jm11^xzM7^k>wU zyq_ZB^CErVF(W+63;xg#_U7Nq%ZAq<;#oG8e*HFHY_*+rs{Q{6FE-!Lc(M5`z>D2W z#i-dYmGNS~T+ESu%eNSz4sE!3p0;vGO23Bh_hBDv1j%d8Ypst(z7{rjPwdrSI`y#F*2ZWwj7b$F^4Z3cxPZwX_PJJ(feL#Wa3lWt_ zfW7!m2pqkw!XGW}3*|_@)Zq5n$~yY-^pTz;$>mYy!(0no7h{v!UX0ihDd1dU`>-5$ zVtf9{5De!lg~sm@cX{)N_HrG{7Da24{hrr0ZWzKnY) zIjJ1b9wpW;TZ>Pk;(U|eSHZp+1-E#=8U0Le7cJA@WJ3L7orUyqKLF?Kn)(kckRetu zZS4}7FaA2e@4()%?{1E*c>6{8yc8k&gT&TcGd)%ed;2jusLv^W-dXZi|FqRwx-g`V z^D(p=v`5K*+TLR4#5lrRfcttGFUgV18|8mJy>~*r0B;uQ8_6r-t~$d`VEvXl`3J$U zOIRO39{nA5S5tmt0>?cPhv&R=n}mUp*b6DImpo^tc^+@1Ws^s>qKCMIN6@7q~gei&Dj z?|xNdl$>GtJJEd+lwU39_cv|27qwU(cpZ?}JPYdk3TZTUvk6OW*!Wliu}+qMe%cH@~;v zUa_}rmRq-l1?0bS$;b(7=J{~@Q-<6t5k)(Z*sz!W3F4gIcC#La-sA6`0`ps)|7+Ml zM!`*G>4y^>RO;lgG*ReE_pLBK-5m4%eC}jto_;wBU!JI@|M>K}_)N5F8JT&iH2*}u z>^LyL|3vrHj{he9{bhXb1Zq~GAODBD_m0mg`QpbPJ$ke#t3;0;od`3c_voD<^0H+u9Sf`}w~Cm|v%_IID>p7-3F!S6n?pV#m8{r;YR&U0qw%sDf2 z=FHqFXUY*Y=%42S_c&!m*}(ztZ%2vu3-eF)Uv+SDNe+5@+Yj?(d>`3MkNciz7o0b- zmtIS!-xrkU9~CI0ssvHbD(ZN|`I)jf-O4JSy+c_qieK2c{y_h$eL10)iu9)nLCi-~ zG`i&dc;-U(1M};uHv7>+w0|X{t4t7jqM|ofPK#whWZ; zaOHUY`=L6~xe>&CPDLGa|M6IHI=<$&xGhoQzRaax`g=RLm*AA#&hqQyzifZZ>OazF zvvXA372&UP`J;u|wgov0{_Z45O@gqqD(c&M=X>T&{vMHTZSiS6_g>Qd9hmX2Rq5%4 z!f&rJ)RWKC;;~yCx(NPe^dy$>mm+^Z*h`Q3wYINOU+~ADM#RX_eqLRA-Bz3@=UFoB zt?ut+&U*C&_F!v}S!xqqeS(;mSW)YF=}ZrcCfi%@Dg%Gp_#IQ5Q*w(3{i#O~=~Of* z=cwIE;HC0`rPcKV*q^r(W7mWgE++bK9ippC&>;Ve`cq;R`Th0()BM%g*M1kod1qPw z8&J6$62v@3MPsslc*Fc$0~f51*(J_fjX5x&oyVnWqW} zeBQ1xWz>uyzGqa_F;!fc(yH$44bc~Fiu1yE9AXe@-kg$KTGO941P%QCQiVo+_5HUk!;$#e z6OwvgIK(|A<^QAh7y2*Hf7(&Loe9Fusi@bD8ZVWGZmDwTnjXktpNnTHw=%9|FHXrV z?deY^f`<8{U$YC5N>6%k2J1I9=)D=(=?+BKk)Xl;K5|GOtt2#`U3O6CeZpVohCUgy zojp>XQ*zV(Z+73$On)^#0q&TW;N4q$`QyGU^dI+SLEnY`^de}O|2by7qWUZUsdCoG z>vl5C54y%FpKe$768hVf=)4FT=C97lHXl`jhX0x7*`npbUqW`bF&oR?(C1Ixh^{+9 z0|*LA@qzi1{l+?tX213G{`S>h&=HhNKG$eQ|84t~g+tCB^rt65%#&5rwtlSzUvMu> z@hzwX8eiFlAHeEoC?D2rB6o$+PSNWJZbb1-Uj%4iTl!~DbRU8UD7YkY^o@3Mz5 z*mZTYersbt{k}+lqWhU3?2;9=&L5i&bp4d#z!~8$K0IOcsq%69`qKcS8%Pj*R5av3 z*4L~H&EFxHc3(ih?{B6*A@uzR`-AsJh@ENuAsy_${QYIdU!xB=g6|URG3MR5%W>pu zAHBT)pr1FekN%#Re`@k)75s;gAVUeFo>ep^lD$(BE<0}?QY={97wDO}%k?Ig-2}ZE zfB0KR{U!CjhbC5lJNCzLUWCLI{$kfr0QM17)b&cIS1kDbla5XNBH3h$XYG^sD*ZtB zS382jrx8RuS?QO%o>n|skEpZ#L==Oa$kuGpQj1G(PRT7J=@0UUomPWmF2}~OXS9Be zb+V0v8eJb#qm3AUMiKq51Tzy>tehfi_{fLh9 zJgJ19%J|dek^1-BxU?BRY@OR!@HcBeh=cD3oC8MqFZ5?TLA0}q+SWf$)BX+Yx8^U~ zg;R3NSo$-LprQVQ+%LUR@ZM1>ikHWKd*z2*N$tO|zbT0SkLj<)0{P|rqY0F+A3;O; zLyi}HtN0bKo~FoDfAS{RnFp=EVSR68sXOhbXK%+rKZE|vB#3!}idOs7FNU35)*{_F=i_4k zCq5}~I0XLet5Hf6M!ph5nSc$Z^Jm4%TivDG3|Tj&8{b z75-uuQGj9o=6`$ZQ-=8u<`o6Y9L_&-O7T{m1-M)_;5HQGeLKCUH&muda!|%_WqPKS9Iyw?oR+hn48AjUsp4 ziV*&m8xLLN)@g_S-ojF%TTM`uQ(gbM=J`lzX8b8zasEkLzjWmYw~sztI=__E?}tZ6P=9j&T~C5+ zB8cxS6}@?5cZ}i`?mXlU1FN*h){%mx^ zVf!-OerzGSZ3GSaBygkBaZFpNo&VdMs4;_pp`d{vasY$zlnfxbPkG z>a*wc%a)tP_&>ctxA5Z~b$?Cv>5s*N@!xt)<6LddiJfWvUo!KTAPFF!|HJwp?1%hb z@D37WCqaY$Rh#lIhW$eKy%C<&``*46JEVM*`#gjF3o4s&^`!l|?Jhs+3GE{5&u&Wa zks#K|RMhtUcXMZ|4(r?8V%ewy#wDAbwaF3v{A&Qw#S%2=k7w?GU$GSr&ZnBv?;1Ns z2LGqfaqPpO$zuNdC((rwGyvzbMQ?eqEMnxTcH(g^{=WX5a zAwqwzr)fUVk}0N_;*{J}|B(**i+iI8m(>3|=U?^rs^#+ofs~O#5PE7wlMjEZjPAei zjpNl5!rxxDHowo@f3YXG##?^}HDEbH&`|$8ZG~qH=by0uknK(S?G1~#aY`=y#U7>r z*m)K8|K*DWks$8s=XiTbtZa@=E@) zjwI1v7S=D&{<8hDPk!Cszczm<#7SIB5dAqu5cRC0^S#piqXg_c<+|m>X4Zq^S8N~r zq*K=JoKRE!HQWC=P8ppbXqZ3y&N-^SR~p_VIDGIjhW(LJ=MT>4Hm#emKlYX1VyQ*> zccA;X_R8;&vfug*L;hj~i6F53{Z~%+J-EH}qsjiG{bc)pnlidV&`|%D<-zya$kiTY zgI&VK`TNK<#s7%gulw6NLv$Ai<{+p7&)zJCE$w(V+xFL2gulgEb&m|Z`c{80HJH+$ zCur!uL7p8JD8ARvxA*cqDc0{xrP%%X-bH=i~b1A!7Xm_xO>{-u6TP zP3rzT_+VaG*XlUKp&CcHUHtu$9|eDT{JlsSg%CtLtEh8q`fCjS8Zm#+=Kn>6{$3)w z%LEPW@9dr9%~$W$Yv12_IVCske@F+pH2IS{f47M9NAmu)UG--P7W-#%{aqyiuM

    gwvqZ9ML>M!W+l^^R{3srXmW0&{k#Lf~E=#VR`uxF+znQ=02;zH(prQQ!$2YxWT5zB{=7q`V zem5om|E&LET?6+;!9R-rydYQr5#(=jWR)j4~63Bs;hQLFt&`)8zh`MqE>{yXUY4EnYFUbY$iA$so+%w#S>1F}cbM`}vCKUK2z+si^I}U+f=(|4Q5W z^UEbpgE44prR{>kUh&FatW`{_OLO(1B{AKUy>3l0?b4`usn z#-FmaAm9Hwf0X;b8UJ5s{s;RZpFjGC1cbj_!}p8VwsWhMo>zj7RSSz?ttefGebt&a zsN932T%YI<{N)<@?~_(@V_B{(PihSObe$cPM=;rl=O%$!)o z`9z0YTW>8F<7Xx7d(-1uaFBhWKmQ^?hc8~uxW$Ul{S}O#xc>$_X;y!&O!n{0=rwV^ z|6YfE^!ojm9ptA2#gzTU%JWx`f1M9Sy}KdKFSz#k@^;e>{rtb3{Kb2J@b3ZsX7pz3 z|L_-^l^O)=Tx$L{f6IB7v~W*-B9fIRhI3j4x2m;MzkdWjvzdwB@cnLa{``(LteU3V z$$k;yy`^U_Vlw&q>F>R#Avy73^&+<4I`{>|zm0@0(x@YdDd&BL9R5x!7)07pN8-w(uN zA6&y7ggzs^>}Nw>_ktgc61MqZBl7p<%!7Z6iEDAcF8N=AztBPg2R|*p)WW|i_{#nr z7TEmZ77_lw=)tm@ak z9o~FGp2JO3F<0SF6F9!3<@?wuzlgW_o698133(9@d7vNM=AYSvPf(Yc7w70D{8i%K zFUk*pnV^^B5e|O9&yzpRdbV}!4jlRb{z!-Vf&XjNFZ{`Bcss7?Pi6kZ=I^o{$@_JG zz`aqF59fGMU$%XH)xRRvCm~N_Jf3Og$;u%o^ab)E9P%UHLt3}TJw(KV9{xr(yqM5e zdEXTJC(~=~Q%m?yLwg~A`TpB9+j?dL-dd1QZhskwaLU|!eFlcK`g za$jqO#C!1$w)e+cbH#ctCZQdFMgBRh?vSni=`r6HxXnLcA#Uxi-JaItkPH1$lkfZE zja**n6XZvKM!x93=r3~lL63OQ!9F4$?S=ExNGG3%mdCTBHvgIpg+FM`AFJ-)T0T!K z^E*rSa(5(W5@$sm&f7nEUAh$n#iYG_2)uA zez)w4-`&?v5dKfQw(it$+vL%jfAD%;cv_m@+U&>nmOR$xFSUoTXC)H(m#re~yF5Mt zhrDQqdQW`A7gy;a{DWdXgY;+*^heMG|91PqAM4lk1^om6XEa|=tS_j)c-GqXo^&@c ze#+-9(vrPLdn9fzC-T=^o@?{Tdcyvr|7z(S#C#ue$@6`b7xCEl2R*{kA2fN;{utkM z9O(fQr`Pob^`-H56zvNf{SEn`JrECji}*Va#*|q6)6aaWIy?-hRFCIPAF#@&Pk-TG zSl&;qmSN`&pTSi`Jn9$u%lnt$4}S9gqNY!kIqF~Q-<9}d+kCMK%^&prJgiS><7*XR zuQ1+%k5+%W{epam$M_-F7v7gZerP|?!QLVs<&*nIV*N{CiRVjl`@`Nies{iweT^=I z8q{wzsEhdCE9v?))O~Ab(I4df1IU|L9=$(l^6T}B@}RtO`L%e=cjDP}nxAU*(N26X zAGV#t^%UjN<~uC}j{4W~gFLA@_{!~tbzO|-T6t27{tG%ezuNS@gzxRZ4!Ko}TbuOP zm9L`rO&|}(YviYuzk(Rgkw4^v|7*x2&mZLag8m|ZQl|9j}M#S!<#sc=;?rUHmv&{r|fX9Kt*lmrL(`BHtDYVK0N#t zH?7;U_^$ga#CkE-@wOAaVZX>fszWS$aePd~VD-M)a@w%UIPUG^t8JGGdhBEQ5WQi) z&@cP?8*J(Lc=zMaqSzB+^yQ|1v&qUrL7$T7>JT)n*ZN;ue@t2G>{#0IMHD+s1+8B; zu;ZIoQ#mCU=LjITVZUnrfvFD_ug=Tai+Q(L7!g!WzA9)YNyj=NXg zXD4aDy*kmS{M>b6W~HN$AN!!#=QYqfkGOS>z4&`#jTOFO;=H9Y@j<2s%k=#Yq{lw5 z;k?HDR&CxXuN?u*3&Vbix6NOe?ynGX1IqFTQvGAU zBIVXRlLGHm;ot*0K$+f`?khph%m_v`nl|{3i^ijK{-|VV{)B%srYOQbJ_BApEz$@cl3=MH6AtM zC_m%|{GR;akMRKX*x$oGA@os=cRbkP9`mbuHoRK;wc@;72CKgrXTAS`FW~q1qnwy` zfDp!6)$p5aD8)CNr#c)}=gZI^*n4M+haRe^|DpCDSi1EUPhL0>%3xnz zGN1VLrJU~X2m6cph#vB&sO`SEOGM%5qj|5fS`>e4SGI>^_vq)cb1d)%5x*lV% z*(c9|Pxl_a!OBv6_Sp|ctw`NY$d7sll=ah}>(H80cBcEiS3`W$ zw5fkboLBnQw^Hf$am59Fe#!{@Y|s-mcL<-n$p+Bg1K)L?S?n{FXP^L#Y6Ze08{3${SN+6*QJ;O`g zS7vy)_@!0-eV3!~ieLO=KMicdk*p~F!Fd+gc{SLvKRc@&q45LbTT;gl@WDJmd$+3u zM|g4i<3iBT|GWZIM6nm-?+A85^LM15mq)z;%Jm0-uV{bS{(ufprq{#@7WaMR@6VDX zcNv1P$0`~WeDsY{ws)0Ie{75r_cgk1t+al%Pcu%*g}>s`6aagoqA^Y}cl$%Jt{p!p+s8nzLY6K1aCnVtF6UCMMEnuFwqQo1^wygG_7n-r4LczyX_4^(-(=R$OxqUtkxlnFE zx%@6I{@?u_x=}_o2^#9(wT0^EY~!K4rN<0ECj6~74Uch8QCWXqz6Q~`6U29nipI2Y ze5Yu^!Q#DzhIOW7+S05fr{s3mKgJK)exclea{0jr{SW&Q2*V*yCgqrG)*?GtMlu>(v^87b0&F2*h&Rk*lDLz~C%(J$x z8Yb*d0}5}0c!Da3ZZqj4bG^O!V1-48R6DHw{;WIiR_=HDeeZ@8-i#pZjEXu2*7>MB zX_mR#!|D4N)@R}}w7q;Y|3FU3Esf|;V}dCVVX-u1Z=Nd-mk0LGzb8`6f42?0U&5_T zX^v#jTfpz>ugF(=@1zN3)Rds1{a*EIaF5~p6a5eGmDoG~{9pMS_+I~OPI9*-XqdnF zy-xE%3D~iG%GGik*?Ni(yuQEml8*g3p_Uf($CIF;{i@Y&c2`+N;}6Ewq>exToAZXc zzeRaJrWMKE8U@l}P}dr9iseG)p%ZeiVk;;-%iuq9H|^7pBN_AtP}U#kECuuK`*>RT z>$o^OSD<%i{hSr(0A+fOPoVn@Vz|h5-k`VO-Py(XtH?{$8~8 z3;p{Aas$fp{lnE>r5~mK^556Uxw58fpG2nv$CK^xdG+! zBRl9n-Z4iw=m2Hbn-62^JSq_? z-g|k{KIYf7ckK693qJUM*7my!a)d)~0A>BzZ1Ub&AIhjNLBsk_(8{TC?Bt(Q4i?;S zLdd_hK-iNz_gqE$fiIxUU&}T?_=}VG`#=XM)5nPKz~LPH0VFC z-6x9GKd|pyoi>pSb}oy@zCPXO^bq_965R-bm?x-c$gam9*q1YDS{;kNE#7OH-D&iN z?4|Ve$DfIA5J7|fS-$j3P|n3Zs9JbTIKww1`1XW;rZ`L)w+1zUPBE|a6`ca4b6pgTd{Zq>> z=m_|Kb)FM~6a2RP`g>D2cK|Ver9ZzRK!>*d%R}`2J)gpzZT_D0{g(+8K8>K!{zUG* zuN11Y=VfYj{Dyt2*RW}PfnECi)sN^V5;S~&ggmYuuLRDomGZ-bYvR6JnjZJtUv#L? zDYbX(z_VCRS8GKCaKbJdPJLTsq9-NX}CexoO1i?o| z{b%&PB>c@{{MPnA3vo(rDnI%U@|E8^l$!rL{=x#qdncOy>ix$)`hX*7*VlBO8S+o3 zKl2D?Lxehh4d@cbhSw~eCg^h%Ye(T92DkQqQA*!`n?d2T2^#EAz;AzVQUYeC>Nt6S z6l;uh?Zdhi$<&n-YMDuYW)Xy)RZ%`D`mN%9`COYqT|&kF+5Kk;#r>zW;*{L9{yWfp zO|0v^u-(@zVK=>JNQIA=-OdR8nYp5J(;|N~7xZ&Tkhug45LAKfzT5o!J6irx@{Ewb z>8(RQJ7m+(ADFe@=)>73{=4#$*uUn9*zLVvb}af}b0wSD$<+oChSP6>H_Tb->5d}MN zLM_Ya&kBMVr&QEy)3SGL+_A99xAS7Th6)E z;Scd%ZQM!EIbkF0Z$C5pZ=e2KEa?A9-M`j~_2Rq!vQ|;KR}(bouXD!VBUm)~8xY^m zlD`2n`7wS#f93NpX7nVMc&|r&tz_L1Z{2>ar39M^8pdzS$DH?=+m-4SM!Ve*_V14W zq6W`C>gQMdiEaZygZ=m1Huo``LGK;Iu6LK-J6=b0>j@h8duC}6&Uje!BAf1P7wbRO zYIPfuVSNpu|Mr$2>j&CBs%o6rnf70^_4kdG(I$ch`{!5wMx^3$VDy2@S#F8_W84?U zcZR+4!!F44Kl|uIB>mOz&uk&Nw-PkyuVc@l_nEinzd3H7)ZYvJa>PHYWmW}F$xZ9e ztpEN&8EqqIn1A?LZoFpLzk*%Edm~A$zf_dJw*Hxm6KX2IKdrx@|HhW-;%Zt6AWaPrkhcJr{9e=k~ppu+KP zy8XAW{R7-RDE|U?pRPUKybUMRvYY+{5JbINQS0|_hvMm%&OLQOtluW{o_gx&AWu%o zP3sTo&@XVG4&i^&pZx^0AVNKVwZ-SPGLjctnRj8B@Yj;1(cz9u=6Y}>`-}eUBWPHE zuz2v54C6n>HQC?e9-`Yz5b0FZe?k2y1?Pv*uJHFn$?Yyb^hZ8FXkYt%|Gj4W=)dpp z`~VdskYIKcOnq`ubmjQZ=frz|FPi+(Z5S>C0c3MSk^S8$2F9-HZ_Lp;%=>8^Xu)jgCULR#zaFFm9h5NUZJjwd^ zW8aVZ`b|>zkI;X<*M4U0ua#5xSBiTlNiBZ`B8ZvQ%XLyl-F}@wI6>&SitUr?7^~vqdNV4h4rWS{H{5DMkMbi~_$BiSHk^)EU_s#X^*E5!Yg z>zmfK4$0bF^dGzUt9fUl{H@PLuJiKXgj%lCpD=<3{c+yWHkMV3b}m1*dw}?U&O7`~ z!>-;{lgvLIqF9l$oy`IoE|Uwdusv$rnk?~O%J_#J}KGZi(ww-w@^ zf#PvLoKREygLJT~Maka;!p+(b=|C@^KaQdV(MYI67wdZ=@K*-<&sp=lY02_%B(s-4 z>P7B?wum0gee$3yKdVUM#gk8|?ojP%Zo5`=G3y{9Q z9g;}@=m^R$^M6EwJSAwb-1aUQ7FH>{}oFa#St{jKmGsg_J%EQ|7-rBBIm^ZiS}NL z{@(f_qy!1>Gg-cN-XvL*q>3$)3qP?9iUlZ&HlninSx&8qTj@ zyW?P0?+_lS@L1(mDQ@;6nS7q|IStiy5s1O7X{`kubnyib=u za&W7=uf;j)NdDX4-@}2!{}}EQXyZa^PPJh{KS%yrJp8>S7wNQk_><7%t?o@+jy5F! z6Z(2F(#KLf_~E-0@%T=^YpbvJe3;d6?Ci_;*y^VVZ)Z*5+lx1`?I*hNaW;QG9Xb4^ zT(HiQbE@~$>3s+In}k0I_{YF~7Oabdzipo*UboZO_dz`D7{(LSAL0|^`gmR3{qwb( zy=!v#|I*Uy?ScBhJv+psK9E0fv>)giQGLLF64rare)9Yc`5|7*uY&O3hI}E9Hh-+Z zweOG$9R7c_`r};l&rzGBzFyh%zdYCcl~f`BhNXo66r5)Pf3yeqqJHt+f%=f!OT%4> zzwS>=zHcMfmwX>ai_a?LlhXr-yr@6u18~Hn9GZO2y!`1;>xz5(@}1WHKfj6a&!VMI z&70qQ6n?tBFK=OOVAWsT!<)TJCUhMj{6i&sqb@+*>rejE3X^}Of+Vjxuaxd5puV*H z;r|Hz)#)pLCBw+SE9zHnAGv(;cu*~Wld!Al`;k1Ux$14pw%?8N$>-P6zKDmssJF!Y zQu7D9)|P2kzn<_Phw>)Yj|8T*M@5c&aPC^m5B`93|A`uZ*e?&E-&+2aIq2aJ4gT98 zFL3#Mu;wqYxTp{L{4VHGeyu*r>iTE17iB~_64ysOOYvx=_u?Y`I8*%xM$R3|pWEzZ zU*1q10IdE};ZN1(pLAYZ-o@shunv!~8lVYngg+kJcwDrNG+xBBgEo6xgX+6AhyOXP zep?Iuf&Az{zu3l~)?7aCi17>UBA-WuKA}D2@*;oGqrRZ8T6`fMP zA8o!;LzGV|PjZ3F=UvdA;0OOrCDq|Q^w$%ChUW4JX8JAg5KsI&VXzBqJLLo z{L#|u<1gqj{sV`;K_6`6zk1F=i+2(B2IbS}b^pn>{uALQ^bY3)66X(piQo4JrKQ*B zORzUueSNKO(0BAdjXsxpoA0)6Ao>f+i~6c0`J2`1r;bRE{)zSj4taqi9^v1{ zpD@@bq{BKknM%`kU4G2e&(KFn7kue^RLuZPO>WAt~> zf3JLrFQ_R`c60M8~O@5 zO@FF$;Q0Onj{bx4Yx1O~`mRU)(}`>IeT;wc4El_GAfHAb&(Qx+e;EJe^oUQ)AO20D zAF26&_otWQa+@sw7y8qyMl~k+(`!~Vne0$c4f=*hz0}&W2G(V;pJ%gMTGqDvkRE5J zm&u{t$E-;ULf-20*|mzT>d^N7UtHDYZ983vV#R4eXGNC3h8%6WSkPmg zXCToT*Ym2ny<;cu*ZyV0m?-8(jII}0-R4B5xq=?+RLzJU`z9)Cd%ve=_x{_0GexnN zByim&Bg0nBpDF0EPF0%d4f|1B-^~eNU1n74d1gZ-+e-Aix-ar6(|?+v$NC%gk+E;2 zW*5_K_lG{sI@SB#UN)BKCmtBk&LgLO9s%qBs5jK7nmndM zS6<9G zgj05=`&l>-jdC_D=+gI9rb>3x&p((id8tvG#CZmnT(A2b{e7_A^r@rQJ1_OP!=UH# zdNlTFGgE=E@2;W_<7eMfsvLTDW7%KV7}|MAksIDu2D#YHpRyJ2@5y#N(c+|v$oGNp zelglbz7Gd^4f|kVX?y>9Y2VGxQE^wqd2a3fJ6F5q$9X#FrF@~N^U7ge~J)KUgK zK5aRot3=S)e_OHyCC@&kLH?sx*cyt@G$wt!R8#tKLM^WJry@a&BP#0u%lntC{(wol zZXApf=fV1Xyk0k@i~8M6>B|#@equaQgNxm&6Rd>Nel*JEWZRF<$BE2Te{dfO<&x)5 zX6*+)px3?!9qi`s`B$gPyI(~y(058c?eFla&Vs%&F{nlmc0xr18jU@s%n5IjCbr&X zwvgg`sqXEkF6b-juL^}%C1|L>pq;hVbpD9;)7CX~{lmCipX4{p|6+!9f5W^V)?c(YK0=&l z@jQ}{$FYj1ke?G>ZGz~hD(Y40uXjpxwqarSB6NS6_gBZ>`cTY+Q*u-ND^2zvdLjE` z^`MOE5QLpqQQx--ZE8XQH!@T-#=itL}-jz9JXIg(+x|`xWpWJ^N zP)3aj8s@J)$x}U4a^-XRr;F+p1>@hieg7V4I!muV^y@}n(>vEM{91wih5je?JPu_m zzCW=phj9D)k45<7m-|l>%BU$p*l86F%HsEc1+UE1t4^;!#eJH;UB}cI{W0nOxG*o3 z*E!APAAYez$~U>sGw8qUPog==-I1U{|NV~?d8D{rs4-;K)hKZvd(MvBgU43X?SBiR z>p&2CrlP*5HoRk({&I*|aw$TbM>`O6_^{77{rk<6=vopKc2=GLUtj-F$&>!+!+h&+ ziSNg9Z9V-P&8@>Jxt;oJv3#%oT2V%=2^#E=W5I>5lur3yXD)m`O88@Gd8+@8!*i?J z&Ho792Z3JP+Bjg!^+|;UeH-H2mY~6Y&cD?+N{PtWug%E4;iCVXeb_H_-SX0c-mLxc zel_^Z=ZV`9-}Ybgk7$2#ADQ=HaUN4%KQQA@*^2&y^>BpSOOJNJ`g_vo--+|Y^8Q07 z%BTlHywIvvH&PS$n8)y%p-w{8^P zogmg>Rn&GK7ydBOf7*~gX3W3sl^^=2=}%Tp>`eRbx9=mTv73Gl*+1}??O#t4WB@^f z{R+5WF@%lVbFj(M;H$!ZJ@@GU>ew0GA7C${>rW7TRManP{wFLY`7^}0Sjl@~+W;Tk zpQAU?^(AP~KbNJS=ZgCnm=|)ok3q>Tz3ERMf`<0@>vR7un??SpF@D}6f7D59Km9(g ztbg{kf1o?&Kl1mF56Rt+pyB()F@J#=MGFoV_er$=UzSsHQ~g1@@A0=!ev1YDN0Z;h zZvLJ$e@Fk7@AKNrANEf^ANVsBa5zDO{`f6;@>rR_{bk*?VUesE#m{V0DYjy4XCeO} z3Li!g>%l7OIr`Nb_Mmmvt{Hn>731&i_5VJMs-@rO8%%V*1fi!Y%7Y$9vMx=g_W8H% zaWQ|c^5nsSLof9HV_*3L#QF)&(GWY!5c)Hepke%UO~@0+UeS9FuwOs=o&)-|{QY2` z{NI1i!9My3F@DMRa|D(97lMZV!`HNWtBk9V;>*rT7sU5xfytG=oVeo2DY<1N{TV|L zc1lHEy|>4(y_d=dmi`pQpnq>B#;yq~TugkwjUu|y1P#D3r0z2%`}C$Scl(43e;~H^ z5FQl}^!AlszmKhbe>idQv6mkGU!K3)M<42r{wv$Bu_VZ^1dZdz*;g^j{GKhs2aX72 zSf>lxw4=?!Jo@}$9MO$Ofpi$nZfsUUeYE{6>~Ai6v@qMYprraU4Ho|R7PMSAxlXnRkzi6H7(MMH{gieiWUt)7S1jbx`N{$BFBftTX-_1mcw zzLcQB{s+|^9i~Klahu%Z=xsKU;ydMA+T1s!4=2i3F=68#DVRTCowsPN z%JWK=Zo?_LWjg(tMX&%O)bj6$4QF{;%@|#`M2Ogbb6>Z!@8zuedlWM${Y-)e`xD(_ zUp$Tff#Ul^yDw0ZgN>Q~A|3kwfBpWD_itwtgE<7jM@4P-VKINj{HyzyofBX0&MEZA zKKXy#pSdQM?oU%*znMpJ|3=U-e{|k7;DZt~tYwi&Z>#s8t6A9;DHIVaTa{tLa9 z$FKR6(ISEd{dN4iWxUcM|8S?52gAhtJN2f~*@MUF_HzNzEhK38{<6%S8K7LH^?!_u zS>r}Es^wFRQ*u-J3z0tnv}@r!>qcT4|V|14`o;lCDopK1Saef?-Th5t^_Q2v;ZKOZY62dw;%r_D_<|D3tA zMXix*IH%;M?T7UbjNkJ5#|p}5H9?HCDr!4_wQ<(rHSgPpi2c7~t*+m5t**a^xsvEs z5yUv7q5)m2KUe%x<+$@`$WexQarZ32!)j-%$|%Nz{QTU-ImtX%e}Hq)O21P$Y_bD3^WSp1h#J6@^lM|COw ze8~Meo!oSP=vyfKFM@{e$DkAGBia6m85Um36~(GheCm!{mgJq)T8w{NDSRhE^ivhJ zoj-6$DE!a4(@|poXm{$-KW*RBRM7uHblV7`pQxzs(pgVg1@dQ&a*e8(J5RO7j8k&c z{)cqXD|!CBof7OIh;c?mT~GfUti(C*x-|A^q}adSna;Dr(i)XHB{$^{`-S;~X20y8 zzvDhO)r`2EDXadT+}Iv(M#khS&xxIB{oy_~>Q6p@W!8T* zKDs|H`TK7V39^@U;j`EMN**_OfsAV7h*-sF9 zs-l5D?1gfVz8}&4+V`U~r{t#fhyAzj*$?~Vw^&gBTK(k``~yjlqXgygV`FXYJqFnC zoVNEEbp1O>bcYBU=8p+~Uwfp;>)&%|{hN}TmLL8sU{_>+7KbULBLp$dt7uT#yVsZ& zeA6A@g}C2F$xZnq9r~5Le_?O^gZ{_XKTeACW7@ro5*%{T2bv{_0u1x-ps1qHlz>{Z zCp>6=Q_LUJZS<&ju~S(=pH%tf{%1xXGU4Q?E4%&{=Vw~|<$0)INxlCZC%MlP{E46n zZ1b0owEkI;!iyf7@S^x`{rtiS3O`5C(EoCUUcSrxX#XJ(#cTTyxVVVf-BZ zbK_Vx+&6f9o13A+ethcx@8I97)e`pO6ww6}G|XQ@LcL>{PeAjT^`p*;{lk1ir)}%& ztosu_O>}1nLeEvyH+*}X5=ixj`A=(G{Z-?X+*E&Ie_=n8dVUmqVE=H>3gKq$zxA8` zY}42+zs4u>yX${u{2?dCRqM6a0hRRe{{khrOb~WLMfV<`-i#wftU1_cU zp6W%SyF?K492NB&u=%BU&kFXpvh6*q!a{%SlRsFTAHw~0VrSa^NQd_SvHc_c{Dr*! zdxaPz5JW#yQLh`#!jwa+hDIDb62+X7X$f5SxP&I}GnP|w%T@aGj-a9cS;jt#VNNrj z`#bLp7ygL9Ty<*RHtzsYf7gia=GXK*fAM(bQRZVCYp%VLOS+vCSN&*;kuwS>~2 z>jVws7w=wJQL?wZ@oZcd{XMbj9~M4z%3%NZBlw{GanBIpVf5z)LBsg^1!>%1KP@;!tOdnqUF`Vq=4NkB zsHy(S@40H{M>7ig+mz8Of*5C2)HeUMba4GJ{@Hofl;T@wk6hlqoVU=Q2nv5r&|rTZ zdykA`Ue)$g&v5cA^Pu>h$+Itgc%-MGzeC{<2pYzp=nwZ}lsRoWc`iG0O85i*>6dX0 zOR4X9QF2Qp{kcof*#4I25T)dvmQgc`go^Q_)2`9ue_gMCKSdE;G(p4of6p<^edW=A ze2@2kHUC7r$n&RrB=>!S`3S1O^%#52mTx*7bt>0UaenL1cW2KuUtC?(znT4XC4ZK% z-|%M%HfHo@{wN<(Mo$PD?1xXwTR#{_c_R6$60hdAcE zIB;d=%?lakKeftd-!LM*?$6Rpeq;x`tl580j&L*jhJDj_9G35Zm_ODlyg1c^R<45n zDP{DGph16Qa(9nrl}cA|9ADt3`2L>QHIG}W1@@nxEKBPL=vN!)JuG|W*V5_l8EN<5 zN^{V^pg%7OqMlULab4>7%4YIM2>tm{e}vHgq|Tr5o&oHVe17IN$^GVQ`J-R$eWO&M z^>fVMwDt4ioRV8&=ua#`!}!a4gxyl#L)FeNV*CPs8qQ7aH~66ZNu7T@qWKr*FY@}? zTVfDL5PG7bJZ@>EGKk*ugZ%RSK{Ne_{NOL|-`Gd5pWl(k-*{s1o?u=uRM+2%DX*9f z^-EI|?E-%i@{>SlXEoS1{-&P$I)$a-b+(SuOsd$qgk#>9H-kSgx_TldOhW{6l|I6Mb$(ShW3P zA7xU9jP-5_f55i=zXbjJ@e`&0jC^$Zn01psC_($4-*P^2jg_VF+)JCss*cmmL7wr2~@jAHUr=fu%tTd&YntjxeBEy;p`hO`rInie&Tm?b> zQ$;cVNB>-}x%!T{KUuGmM@K$X-~Y7`T{42k`CG;^kJ;WP?m3^$IU~m3Wz7!N@35ql z7{AQQuZa_M1m%+VZ_Vic>-xLKUqAmQf4`)pa;N&b{LU2`#>O1(cQfotzaG)#Mub)pIzW_^(7VpqH6$ND|& zlDz+zf%xVIBt9yz-QO#H;^fGhH%^QD*PVXy4ShUEe~%y|(Pbr=S)$)c_qUo+IPPyz za!V%A5j3nnc#W(O!(21unSH$4dhs6a`cSv(W&HI08?*M)*ajUbPyA2D=XCjUpamz? z;z)e65X3mA#y{~__itwK7mZsDJ}u^Nsn3lpF{EIbB=&!O|4p0!xCs7c@|*SlY$SJf zf|w_%@}E3+<~qAc?}1`maj?AyTE%YuYCg6f<`wYIhwvQ47wa1cS7C6!9CuhrY5uzL zhvu*P`8)ahDJSvIMG$hT{G%hb#3|2c{)GOI`#X@+tp1S>dLhqW?4?KlljnbVNba8q z8s^{5%Whp`*)I?5pMQ`39_}B*?w4?DqtD;%Jn zemT$sTuDSpB?YAc!lZr=So=DFU!}q zTYk*{(f*kKqx=PlZy|#6{!v4hRZU&W-W2zD)<-w5b~a95|28W>_++F%@DGdd!o;@- zLClk_@wu)Cu#a^982X>o^T*%={Y|R>6pdb=f5_i|OG*+4*`KuPb?G|}r85}oY}qo8 zgHv2)aTj%9eP4JEKR$2H!n^^Kcte}NwyAuW%^&3${*xMipqC&2>G80&i_47Q!&HZZ zo8FG+Z*2Z{hw$;L!!GxX zEr;+$be{FHn*Q!zzQVt3Z)^TjeJQ;I`2%zn{^aRFAD#_slW0sD$h4Tk9;+}kl=Hi#>f6v2WIh}!k;$$&&{{Z-|}<#OM^YO`F~XX zKWpv#gypsQmxI4Y_;>rB|JdY$zebPxh-b)OD{nk2V-@&WBaMG ziR1P8pKG z$1ZO#{L@+Jhy11`icigppFOs2-Zf7y_Qj<8>CH=ZaU6WLzKBPAX#AapzJd=R;!*$b z_t@FykGG;|AG!Vu+um!b@KygodEwtsD~}UTjHl+{kMe5yJCHx=>Ox-RhxEWvK7>O) zQ9l%cd$fp$JYy%`o3JNa6ApirMd`ejrho2aKZrX0{JihiS((M$QS(JKN9^%;|Kr0@Gq_RPspRy zm+a5biEI9dIY)lb7vNg^R3QC9`C*?OzmiYmr}rQE{+ArD;rjeu!*zd)^8KmbZT?L? zsebBn)GzEU@;_^_@gqE!G^~@|hi_3Gc&>2j z!!N8%8TZ`35BIf>XWrfT)4e6i6e-$=|7AT$GQTs=-!RLy;f1^N3|598o6`7Qn_H(3 zbyR<_@P7(<g#*{R#2_m(P1^ z@wtS5W)0WJYwWLU^v?W*t^V54dj!R}cK)lH&==5y-)8bZ3>^Muweq3AVm^TWU4f$> zpiig|`11xXpTCvc2mKTLy&e{<3v@rTMR~Nc}IKeRY1%=C2<1 z8SMjm1w5B%AJ}WWhXVihus5hr;PQDh^l!Pnfdk^47t(9(RZNr@>A(;1=zqIx{TuH^ zW9+>}z?x%xYg(d2z^d(K^0e z>Mq(x>o1sZ>F(c68p1$1~{j25Sc&+L8D_VF6bCxz$FLQ>%YZ z5udpKr3MD;r$WJPrmkNkNlw@iRocq_4fskUTYuy zdlBK-Ujr`hm%%_qQ$YM`-l0r?7ts4E8Lsyz$!pq{;;O zYu~3GIsB_b9<@DgI{U7we5f6xXjCZIH-!oFYpxXgDOhK%PV|QJMDu^Eu}yKB|Mp&??on(IEl6g1^EP*- zEsHrN7k;)-9K(6AkbNgVve2$>VI>bnuyrJ8s-+jV=DRjc@W=W$_KTd5vAQ2!wp%Rw zI9+>RcLmW0t*N;^!Qjsv>#SHWH_$sDy8clacY1l9rPsq)bD}S^=yLXmVUvaYs7FBA zA2r0mdaSI!*#9g-3FZB`DN3KnTMNQi6XNf4e#5jpohOU(WB&x_u;laTPVHwz#_YMt zu-}wCyXUc{xh4pD?4LUlfB8H@WaQ~lg))b;5Q;B&ec-eD@AUiZ=_nlQ-G=t_syH%E zskCy|g;m!g*gi^EM}3|=Y|SuEs3kr9$w1JsA25Gwo_8$a>H2Ytdz}*gK$898*>X=x z-5(h09q`-rAK;#e^2fV2;14=LnLd*Cqo5z5nFquTiqhv($QSK~{-EY>+mDP4{rFpv z3X$SGNx`z)&$2JRqW-}bQ0D(;bU#a)gOO|s3EX+)pDQag7|89F-)(%R8g*E>@TWUx z*`mmb*Xs*Rm4E7rFhWZc6_TmA{K>nmq|4H=+{_XQX$%Oodve>AfFgT2Bz zGK2g)>hCv7eriAH*EX-SRiDJT+s%I=`6GdycY9x~LBZfWcGEwj`#k99cWnNQstEf0 zS^yIIP;S2tCjKA`QAULcLJw8cb{=KWzWdET zs`r6We+&47a*sdT?~lfd{1IcE7#5ZO*6o{xIkB_zJm*Pq9|!YD&=;jY#R#IGtEg{h z?|+mBXQu2elIb+7O7Y3lN0wVRsv9TNPX79R6ixs2^~d6r5zfm&&(&bh2_BDFH2H(9 zOz9pzFZ+H)_HLs6T__y-MW_|{I{f*TSu)%?-1FjohIBzwk2JX))`dz~)Z{z? z_yWrO&FIUJAg%;4A5&4!Y|)R|X#Z`?0;k>-?*YtPes*Ws_xgR@vP4&opuv7`eb6da z*^zdmd(43=!k^;PJG(lj-Bf{7a?|o79p)9X{-E4|a`_YJJ~Zs=xFp_(*7%2u{)6v9 z$W?*@wz73PxD7vR?vel;J5kf{a5=APMt*h0C68mTVK_` z|6y0EQ8_RlQ&B#?U>v)!x#-TDXM)9jhLTr4_hM;FCb9nX`_$M^BzC6yx7p-Aq#I?_ zi=d(YLsEBD{duQvIi>f#%j_b3zdUc2XLjSUlZ5;=h|Yr`zDHEl`P`WVWyjwO))gpm zmQ5r239ByzUhVlSr{orQ`cso2C9`2xe_{^xZ?1?Pc#C14HfV1DDkE}xa7u1kexws} z+15Ao`F|}+P@AB^ey8`Ww^zwi_Due4!*zeIclPY8?%u6BN50T&1Q_SvmtJ3FS?6ut z@F7Bf&!uTT&yp#oC-pqDejZP(W0L^Td%$n&zwQr8UT*>&;J4}3!@a~$UjM5@;Y|q| z^xwZ^vxmwK%g!}1ey5o)HEdXuf3s{XFpg7lOI`X?kDzEL^*mwN%XlUDQ@gC~`~S&$ zQv96E{d(8RYXA7%%H%wAeag21LBsqZ=E<6mif^rQADi^v%DPd!pWlvvz}POFP*eQ_ z{}ewsN?jN4Wvz@^>SDt{A^%f37Wv zZzqEC{5e$dy;pI?S%!1p`~Qi`JgUcVVLv^It~EjQGZpo3s`_J#zC8I_ucLd}LyAAs zFkMWx{l1(~OH2CGilAZs6X=`%ymE>Bq2c>6C%uOPJBxAy%H`Lx)$g-u^M|aQ*qQ3T zmQJ@n^7z|^GHOrIF#q!U^X&&^>oJz$Qi%W-Me%9R-q^6PmR|n06yA;?^i)M{{)BL! z7v;x$Fi9)FzJ8HZ``N)ne>#xd9SIu7U;pYSE-KM2M%L*&a5K9_@rxEV-d$+kV4*)~ zH$b`l0;biiyUuy9xX(T{+dt#oYxUriot^Dxv3L`K_P(}m|6rH8P`p8Y*HH)K6qnnn zs{AoXeNU6(pD)|_C0FNWoKU;@L$C2ZGU&U~A1{KiGb%d2Ie*Li2V`;^{w0bzQ~Z(I z#eWOUt^4DEUGGlu1qiCZ=Ff6u=Ii^;7Lc%HoL5Z(Z8lW*DFQe^@&rZHrDE z^r$yLx&Dw2-!(Wtg77}{X8=Ljem8Eo^;P|3k;0!{{we)0{=H4V58apO`V%zFe}a_5 z&y~1M#UhtfILS&C){`4bgDF6IPS3j^$Rnv4k*)KxehkN-VCX=sU z3A^=A%QnCr{YTzUM!f;b^@sONG5*Q-nLr09(`)>LjufQwrM10(?!gJQ45U9p2x6XM zMIY6B!se0wqW>h=^jCjR?q{O&C773>3T*dTH};rQW%Qe4;yz-kFN=DlTdw=l8ARy^ z6ExI+zSsTlD83ccR+zm_)c?|nH-3#xUz1aEQ~MQ6>p!T!aOph|)EnTp>(63A`{5jr zz5KOwp^`s-efZ;z%lDi1XCoKaBn?C1{v`1q_=X%a*%-?w8r&8VjZP&fYQU zT6OqE=JE-(I8~bipGmW`ZeCFEKhrRFDLzEx&4*2c*w^;CyV;sm2!Ih|4MWd2%?-S>h-Bx4D)~OQsn24 zi^TeC)XNo1=C9M&|50whZq7C-tkk)YxG&+^OU-`P#FALxIu zAIT^^_yT^LzkVN9UOxvNpiFP(4`DLNF^{03|9V9Ze8emVvc%HU=n@-RGy!?;6U_tc#0=;y6w=-AuS#<^dR3ey0&@lfDDbwQ_8|ZmutJ~eH!k^m6 zJ8Rt@Ew^C$T}%X%o!EAyUXI0em_?5fLY4YcX@6xnC=+6)RSLQ#5_|7G0&>zQir=Kaf z4~TwwtZc^BllGV3lsw7hPpbYGqy0+n`dx%%eR!!Iw0_20kN zdOrCSne_JiUj0Gu0A>Bt#0e1NH_lN)%!Tx43Bi(I{*+3Im5TSR{r6Euv!LFFFAD0t5l?I*uy3b_Gg`Ty&ER!yw`>Q7(2+eziq`hRUs zsPKoro&qpWQ&F$WU2m}95rcBAzjs2sCsw_t%la&5+X?%%oalZhh<>J`&NK79Q`#is z6P*3ei~3ir?@CduJyrpd&$M(q@aG=l|Kv{qOSLYw_U59%j_VWL>Kd&r8et*hn9YI6=dks7G zmN|XrJsnDJ+WtuQ-|UCJ|A2F($QShvDAzyIVf>Qs(Jd)KDdhXeO*VYzI&wy^vcc?5 zUe&L}%;eU2U(n1seC^bYhw{vs&b?Ga-|YBA-rw(G-970B^Jw+F`(5W>`Kj}5VmdGT znQyh8pHBBHZ}95lt)4l0a;Dx7NPTBKoi}&jkh|pNChNNV)kDPlCqB)3{{KQhasGU??LI&qkuT1%VLcJ!Qd#Q& z`K%)^s2<=hm!`M44`jPf6|bM)$Nd=WC*%GwaGc*oIWX@=JkI|j9_ONPpVoF?pmlq3 zA6aYnDxy3Zj`P|$9}HZtKisdw{SA~?qu1{z-<5I6=EFJFhLDr0(~&N;8(*?85EF9QV1zKBlxE ztLaBsx-VB)=$lASjDbU+AP?jP-mc?=2BUk9;kdt-GGFtRSCe-Y_eD_OkpFVz>k_Bk zyU=|B{eBnXfA?24dSqvDAL7;LH9aq^br-mtpS<5C?_ZU=>bUMi!J)jk?S4`nq3;^M z)MTHA(tQ^X{?nFb{R$@Y754+7k4O(3!D%*Wq&aK@i&(P|ke?l(YZ$!MNUzJ4pG<)kx`Rn!q z{TuRY{kgR0pU58&>&|Ix>yNFt?LKd9F7Bfv9qxl8zOv0fMSY{U#aC^OwG!wLA7SrNf7*S|hN68QCAuF9 z`=a0P!aO^1ed+h-wEA@t^@Dl9Xi6w5mUjjbMNI`mB@;z3HON9T zMa@T=qWPl4i<%GAd_<`D$``gznF*Mg;u{37rIA`<$Ro+?Z=W;kJA1SH_1TBdjXzjt z_RN~KX3g63+OyVTeQCovba0Jt%6fmoQ3(4G><4t`wU%a;U$Q$r-d*Q?@Dg(;gi{Tl zj2a!J`Om~T%oCI^_l4?xp`7#gnft~^CznmilKah18;lzJ-YeRE6Z>GC)8kxGtyqeON<~cT`qAz8%KOqg2Lx_Q&C}NX zRW>hb!nj|;c?aZVJg>+30`}Rue#kmGy@bV$6ZRhUNj`~odyne-kA!?N4^nle`_1o7 z{O6jr-m#9svekjs0X#qJ+No5&MxJ+}JifPJ98jx^jM`nyqI!-vc3ZVK z$R-77RsUw}yxl1hAMbkz(Z{)*nzYAnaY_t)0f5U7*EZ?rMnN0ewZgp=T=ozNOjclrPHfW!0>8 zo}vE|@;a|A4r#{KeEXkS|Nk@RW!ilyqyCuD7hG!bv&B5_#Km)qr5XLujoZk&^V`D9 z4F2z-{~~^kmz2L_^tJOY>@z{c4FCT>@2kOqk8|{H^Z?_$nzYA{?LMbYpOKfYvZa(! zzOQn1`*TYr|1AlxBSGksnoOFWSj@H#*cd$jxk5IVJ`kQdUc1q>mG4V@H^TEIsMA0D zeYt}8p#v{JEM$I!e{1UUs1`@xllZL&&z&IjQBC?hT$HA)a@pGS@!UeDQ2y_QkE7_&7KDR?h9b*G2KSgyP|H^?^ zrT+QQ^Uefy^T(XBekCkXcEjnfVh!T9!wTkG>9- z_+99^A3=;0YBH|&^`F=#gS`>k5RiTO`>s-cX8en4t(jOqyH_**>ySMo{C53T$S^Kf z_j_rMiM>yEYB%%~>k##^-QIKhdp@hm>*g`|N9P5%>%BfRLAD=qMgLNDHsG?!t%6O@ ziTUlILp!qe^^j)`r6=$oRX&c=k(y? zEq|*1GBCat+5Fx5S9AQDObBSv}=)Q!J$-p(&(9%Dz}*{t4o#y-Q#I@smM zUo`ziLjnjN>sU2;?LQ?yD$YMY+%eHdi(h-Kf71!8f_$a?&E%I#@dNQ*g&E>6n&At! z4$Aw&;{3<)_g~=WXF`6)^=EHt_W**r^}Ac6j|!FR3AvAUR~9nN?}zTrzcX=j2&dwf zAo>wZP$$3bSDb%f&&70pRPt%Q{9b*m!^ZzEd5lZ>^&z~z1o57$$zb-o8b7?tij<7{ zS zWbcjsudcoKKePYHkotr3N@CaYGX22(i03N2#x8DEdUbuNSDdfbe;IpXt_O)iLeF0z zs2l(1?Au$RY+ts(X@%c0Y40|oPI3c8` zC}i@KD^?ax`KuGh%u+gQ^oP>(5d?MXXUl^cC2Zf=n9tT1=1O~!?~i7O)^*eFD-I*P z;RJD>q9(07yOk;~bYBc|5%?^Uq0-q{5`~Lgdt`9>> zNA6*0aBJ7QZyar}-S>_lzD5z$^`Fbcpa)9bTjf~^Wrw7{g$_Goe_gzND5^7+pV{~~ zn&?InbRwvN=DVKVrDW}UCp9nf3whu6#HsyDmp6Buew-nGup7k>1{t&dvs~@&`dRN! zk}eKS+~R3FX> zZJ#ZZ8wYZb8B0H2Cy4hW-p_c$$?HNF?UD9Uqknz${EDP5a{hLdKKey`chkmC zGknb7&`aa|J)ZcUOi(xeB-GlNsz@74I+U#|_ zL#6y<>G_)ku})Ew*3zUuln`tAkaxU~F`N(HcO7-gcbcYuX8gxc{66q+jNdnr=)Ofz zw|?ZQM@p5*vdXXdY68@M^Lx^`Qek9rK~8gd+y6~3uOGfF~Ltq zZSmL6zoro041&h}YyPPk`@G%qA$sN+#QzCp>xKDI$HdnL+KumCQf-t@^41} ziOKydhJ~JCnEy|^-}~T;1ut;WH^Ya$1=e*&e}889cT#%?&pY-l1HS)Dzn^U~s->hq zlNgyrP=Edwn_t8h{v-A}+V=ZI z)a^!E45y^!efseMLA73e(-7Rc3-(4ksK7Oo`3bE{HE&ni>PhGIVCMi=*Lomkh7Y! zum78e&w9@4o+IbK%&>s>J!X1wDsHMjF66Hf?fUwcfTxzaHFg+Z(8-Yg7U3@)^q13* zB!YVRH>y#pj3xQ`QNCEegmFrm@{e*@7b5-?o_|C?J|?IeKPvKK&nj_&Z-4OQ@&XyZ zw(^ba)b-mPUq4>)Yu4XA_8h~!*0TANCmY9V>vuE#A31Gcy~qAtAn`9Am_NnyW&j8O zX809rPPUwuc0`W<4g6JyxBvB)_$#TRwFGtRpSYGc3Rp0Ge?!0YY2`KkH)n1C|8K%u zO%UrOHTgq<^M4fIGyc8_Jub@g+rrcpeQ!PR=TuzU8?B-Tn5WgG{ro$X&i_$w)~sF| zOO81{{`{}&C#;__{utNKYl!bp2trP3k~i|W$1MNK&vR~gT)uxZ$lqP{#(#?i?HBWB z2TtTn_210i*i3%}9cw1&k4sy1N)a5_WK)J{K5@XeiK1g z4c~tMWg&gP!}~Meb@0vxm0JAeR4TubU`q|(?(ak-4@!Tz@b6w-`D6Wt_(LG$nEZ79 z?(FxIow=j<*G%r8eM%K=A!wA}l8<~_{oJjP)u#N*^;R61H@tN~qMF<-_nUY(TN;C8}T4*c!(<1>Por_>}rxgcNJ zKJiH9Z;=Jk-`>58F|)j4Ij7>L?+?mhTts{{JWrz^y9nymPcH5qZm~Hee`m`7DR^i0 zrW)G!tIz3qIzi}}n*4KD?m4A3+3P+*`D=0$T7^eAzJGwdB>K;Ieu#7Jom4;G3tQ6W zuMqaim_J4Q(srDRo5~O8f1oeck54&_4?5^qp+9cb#6KtRPZ+-+>?Q*H2*6J ziZ$o7$I;45(qDGUmF~rEqar2!J%qQHpsxR|o9Y~4Nn4H-9(O$|{k7~V%|0NsG!WGLSB=*Hthkf@ccJIU+sAhLcy%~Ov4iyE5J4S&THg%Hy ze}wQd3F`DOagA^x#be{-!W~2iw=r zT{wz4I{(%r1TlWqbQs@j@Zyedy|!QK-{x^oKAoNUg2X>g^?plGC;zwsITecQTIcA% z=-qPsI_fj+#e@fb65ot}jQ`+YjQ=$p#usd5Wa7ON_g6bt6JNW(YmASUEeKe022?ML^gskrI; z|G%EU3p!TmZ^Jl${=L2XDTnOcgSq0&3l{M=)s4-L&zH#fZg%^)y1_EuwHSB$Nc$+8 zIdW{5AhN%zV6aCQ>r-PqD5SM*jIyn+a^zXy9c*k5CvjkK|SNE`WqUZK5J<)e-JxJOAc@Ftp1=KGD{}L2vRtcKgjSe3fc%eyluN+Hcy{E1Er~ z7GDhZwW9wb`8a!g*b&km_ww01Z|~WvzXH2{_(}Ub$V0@B8!qA_uMHu4?2bIuZqM6K z_U{Ht8~ab#^M(m~{%1S!z2UY1*r76Qyx)p=*jTs5_OI9PUBBTno|v0G-t-V@4~+gm z|D2tgRrbt;P|7c3@b`%J81G|(U*wDa(c+qYll7l-gu69+G0N)!0mdY#{afM^`GFs3B}{{l=jbv z_bKcp5s$NoRZY9fdLR$f3wutyzu1q#AA=}glj3)Gmi=EJJYYe-iw`p8(op?FAM&xwZ&yz_exiP~zpDMVW)BPgZSjxeXCYo^Lw?0( z?>sxqAa5s~8$)V5Wylrx9>AY*9U%1G$3WkS_X+&KdE3DL z6hD3_hx`uP^?#uB#{fD)KCL!@ZAY<&L^KNj_gbG+uV zKBU2i=nu^v82y9(L%FHGKlbl=I8cs%uiE3=2a>(C4-X*wY1pqDzkgyp!FZ1GM9|ax z6M#R+-ra6m=FF%eB&?~zqRUk#by7&z8Ur5yBFxAK9PogBHpRyKS1PT{L|uN zme~6%oUgR|zZf9+QT@YYZgVY392G44|5J)Ly29=cr7y+XZ7auP@DF~B-#0{m^^);} zjo%+U?f2<>Qhi$db}^r;ewitLrI2R_DIfU5!Tc}e5BVWJcV{^sKp&w$;J0cT>zN7$ ze*%zyRr-*pX5Wr;Vel*JZ^Aw7^P8`f7tUW%ukkz;@F*U;VyCj6PSll-Cm zz!zz){dg|?5p|>WSP-?pHJ?uR*wEiq$9Kdl_L1Ww>J$89eGYz$80LTE8~Ky-h5dbM o%uyfo5Bg%r{>jHHAKa5O#SO5S3 literal 0 HcmV?d00001 diff --git a/ml/alzheimers_model.pkl b/ml/alzheimers_model.pkl new file mode 100644 index 0000000000000000000000000000000000000000..70786b57fe3588ceb0e8d39bdc045a9503127d95 GIT binary patch literal 1911440 zcmdRXXFyd)^Y^tOb~K7zv17;H&|Srj1$!5y=*0#i_J+L#jRm_=G{zV!mRQkCY{8Bl z6#;u!upk|6v1y1A@Xr3!t3fAU{!tk2$;FNKr_0KOg^*{sF_giuivm#3#r<*e^)r2n)?T z$bYzhSg8HTz@h%ZB2vV7E2Lx_Hejr$uU}xWF|0#q-eLa3Jx2~07C6*zq^FWK%speM zgEm$)X<(RphR{Oh$T5EYgN(tR1A_+m1dD1smBdy`^UWN{X)b%9-+PO+~%-3 zkLU0JUnM4IkirPhk--Ck{X~ue=2HEK1&$Jwj}v711o;gZ=@+IcQfWR_ED*B!_yl?m z7#e6CpvmOmNi6dm?H6R`P*`Y|8r5o5s~I-RJ2dBTPs!YoVeY=64l?K&I3Q@iu#sl| zYgnh@(7!S0U)b{>m}AA0Z&>m@4uq!Vl(yYMo^pE&E?Jrt7Mfl3XpoU3-lA)a1>7rzW)4iM~iH-u&%GazV~ zxm$vQ!{!6MkGZ%U=3XQr5tuoQIgNSTvl|`Uvl#QbXEf%Mon`zXH1o(2 zq5xz54n{{ybRqdOH1}{RAD*J;!`z)hvk&(S7!@2iDtM#_W(c(>dG{0pVfd(Ff#a%~ zX|FbH)X-r60YO0n#)XCE^b}1E7%o~k$|qQiq0lT!#<0+=!+q5(OGJ}qhPh?%4x1g; zIn3ETgL}rAVaEEQS$u=X1^Ss$GWypKn>$BM%@mr!HLOF24sE}RKjojhAvnx?uA2iS zTOHvBLzsv*6D(;Iqb0jVoWhLRLUYKVXivW|XQRD3#1+2fGUom+?~FCfY%9=qVBB3# zE%yp`Fj^RBtm*D#tmU4;Sld|7*wEZaqpP-wO+zyd)HKZ4;y*S^ZC(;HH_O<@SSQqO zq>t!!vtBZalC&)Px02lKGZKTsW(hWj=F$#-(V1C7vzS$w=*fI(Rhl_gC?vBU6IF>8 zebbfl5fHAkVWq|wB{3N{MGW(+Xrv4_?Yqj9*R z-{cqxEvV{AKVMJllzhYdh3+3d$a7GDXK;YfjRS)P^F^DC6KvtQyJ1$CaiVdyyS;#u z1auH^vKdpa*WC+=oKuVo+?@mr5tz;bP8DGn0jHTu7*)f<6yx}B<;K1Ktgun;T#O|L z^WbO})zo0XxHw00PyhqQU9^_{L;T5sq zM=cCHXbM_)q0jc$3G7TJH6bv2<$9hm%ekRW*bR@hcATOOu7sCWgFkNT4Ho$Gyu^|n zZ?kBs@awwHW6rOg%QLu*%k{8D6;5OsfQPUs#v!cC-=@r$9#_p88OsV0{;x%Yd{%r3 z;ix7H{jejL4G9K=$EfE|*zOO>(HS#cV<>;z?OJP+JSy`H&O6sfrZ{l3!qNVHp#T*V zh2l`p;!caFyA>}>?N4D^T=Q>h{NAHJo(Wohje*Z=D$MfUdm$%Bx%Tv<6v2W>Fc`wS zu0CKo_oh;*+KD$b{W=pT@*t6E5^~@?1ZQ3|ES-uelj`VPVHY|{4utO(tG9Z zy0XoeV4~kqxBY_$1r$6Sks#@xk)=-Lk>&ZhL3Cdo`}#Zwm7AYnK7s;x<;i-P86TBg zJ+|JT>?ewE*3f6ev#r5AgCajEEGNbPK+ut(05PYErZB^jJ^zfjyO(vO_+<^^U3cvn zDCIX7#bcrXG~-|OO=97$FW%l;yNbC}z6!^;_8Mp>@JW7iQ+ytR;G+mS9PD|IMRoL@ z_UXt>)`ZfJ+KyZ z{m)lz_Ve8n!!W*Dm2w{RDz}jTGeewr7VfBvuabAb72|LAn<8h1)UIQ*{3-ZRSsOzy zd_CV`VBg;haDynu`ABOHc`rtM0G%Qj(kbghmcLbvQwMHFiw3KIj~YJ7T6Ux8KN|m# zx5AW;@g#yy4+dRjZMQvs_uI4>R+-X+#(Oj`GprZSAez74t1}0`3sE}C6G5*V4U*Zw zh~w^Gm&G!~Up(AzPrkTTHp@@3_03yPKYog#e>eKwaJ#U|O=rIiM2Kw~RZufGh@fHL9W1PNLc=V{Gl%L{6w-Z6kM1mTq=sOf))Mou40YV-kD=%hIrkMyC8YC4-#5N)vsx z2ttlU(5YFE$E>sep`rc$N?;+BUORukPNvpI+5crIz8XP{BN24UoIQyRb?LXQb>ExJ zo6=X;o%XhBqL;)kOYs#6Le51nWKyY@rgyELex5b&JnKQ}?)SYf>hAAM(X+CO&x z#k@Be=IK>e#+K^YuZG0elYc7Kfc_s!a))?5{3q0ZpzCYCB5yjeN>snC>zCL_=>I82 z4!6s~TqJ%aA_V#kdRj!g6i<#|A$1;iNSOZ%YexBwKfV^Uyj*A5e|q$zoek;7B&B{2 zZV9;{pTwAhjl@XZ}I!RsCvo76P;>I@Qje{ zFB<%&bwA&Fvj6nx$NUZXQ|IseD*tyjwvm5Pk>H=1?d!d2QvEJA;vaB@UY7H>(tp)? zZEAO;Z`+?5y(F3SEl~XRPxH<&=;@ZDhm2{lp}kzc)gipP1TjyEphrTT+oteU>n}FA zx|d;|TYuQ2jFX2uHz@0n7Bej3{&9wo|)ei zJ}cK>4);&LzuUSN@z2TT`oaH4%KTHF^tT;vK$T&9VLlYmE`PGu%#r3#jO)=fe`5Ws zCqG77|6~6%6YGDfR}UY&fc&ZRryWPUZTN9={ZjVYweU)d^2zo$rh-r)=4lbV&~MO3 zQ=HR|3lomSvk1z!-~P`EgZT)Fk99qx^vnbWc;TD-3M-pw>kn1>o@ZDW-0c&6_?>S# zo7Zn@aZ!=r|H1a~B<*?A>8i~TqF=k;a#)Ym(+%JJWn=|LFhRVRMw9J4{j?ObRb6RuPiFzTJ*|R);oPvhdh$pC#zmV(A9<#Vy{#{4!y(RY#XCC@rUB5!iA2k28A-uLI z&;s)Zf4;`rk^DMP{5?f}>k$3=`+wudac++)UX}awhdq)eXS-8H?*H}puU31)746z@ z;>o6)MM-{ASUaMtJwco!h+v}gtlP|k=1=thYUTW-7^mz8+v+#S^_SE?wEx$`e?ap; z=vUXzc_sZgm*`9cK~I>2Pm6zKUANko>Kzl$`cnGB*0;`AnmB-GsFG!bd9LuF_)Y{h z>z|OWQvDyDE;xuD`VF`7VBr4X!PhmxA1Vel2>jr$Z2x5B2`Cy?8^<= zgO&RA@Re$#>>ER_`~FZnU%eh;{;I0dZySD&#?VVre-r&(saoQu+}vN{u`nq!9P`g9l4=;I`}W}q1Wa5 zEuHjZUNtYcT{8}r`sKLnzu!t;e{$!Zi_P*+#me*LML56Bq0--Lw;mMpu@GExC2gEM_d$}o#lc7qT7FcQ@2ukyuTo5J3Ww;MM(ft925$1Coi|6!6l zr=Y=?ehear^I#DiyFT_6>%Hw(=%Rbq<@vqO(jpP=%SHcFem{Z(32N5=F6EYAXB~F; zuCw!10z?1x&N%Dnt$I!pUyuJ(tn9zV%K9xgN4#zLQIh}Z-T$K=^q-3FBz*Xue{MCoBmKw;@j4KahXBotNgFYDQLjDbRf!ID^FNFq$E0;RyCmk4^^c}<4iePP|B-`| zS?dbUt=@LN#_o{7@kZqim25jhwto!ag%LzQn}e;hZD0$Rzv*-8=NoJ~;h$Z2ZS91y zA)K-s#?p_O1g-h+@n-y^Bh~J(1C-u!>FDd9yIS^d<0w9ap!NPGxY&l&WfAdgE~RIf zdDEqKQ-4YSc#5AuP(y#rh15@`%`XD(#u=_N$meX+OV`APKAf`ajvt&qq5tLi6BRI# z;1q%y{yP-glEf}M+^jMq@G66T8#j6HY2zw!e?$2v5u8jA>r@e3SnRmC|C#u%d+v>w z8T4FG;|bl9KZ^A?<=2y+t55D$8P@VN!~Sk+=?}U01^42FuG{|n%L`4;zATOvBZS=% zUmErL(%feJ6LkNE{f9OGrc$}n2o@nIz{aCrrkEmLmg&qd?PQRP(*<^3>{z%pM>f6o z2&-Gt4`@fmvu-g@QXNqr0{Hlp#;%R5xm^) z!yl%e{6*W&0jF4LN}pb^a6W@Xb#>(~cob4T(j9zP5 z|6p9tBYe!$BIxwz(bsI7yKBK`p?}Hs^YZqGTJ~Hj>>nt<9{(tt0eWdz+Z=61)vGAw_5*oSID3B`qei2E%GyM>b)s@erUwet_AdC2|-Q&g}?qIiSZ%RcHB6aAkS|H ze!A8?vvYOHzn=(iF+uE8MKF9@@-6n}PIb3AMQ_XVuR%+8PLZc3u6WH-2s9AN05N`pq_c%l=31U#S7M;$!`8xIp*+guj&F4uaPE zhbLZbcaNENft{uFaiO&beOhgqKbKMbdV(78X(c#oVpr6s*bP>J(#uUe)aA*2i~d+a@v8}H;jJPFJt=|_%O2k{MQtg!J@&6?IsYW|{W9-C=={@5OS_NE3~?mw$Vj=A#T zEtmCgAwsqj)XM+LJ*h05?%xYjdN<|%y@~AqtrWkFpl1IY=#>1LZJBp??S~#Qa{v2h z=WF*|8d&bX_2`f2y?4)1E6oc}cXP`*{E=pr`b z-_y}QJBg6J1U2#>k^IkVHeiGfqZ+(8C$3GN@ep#ZNf7a%R-%UUE5Y)(T(yz_q*+SwU=t?jD`qTXl)(_V9ueQ-2 zA@!g2`2BF<4%e?LKO|J8h!#CC`6e(V_=C-wi>;GF)= zCOUCcqenm5kMaB8wLc~j>mPZ3Oa$oFA4>KIn17c}RPJx9 zRB}7^ZcY^IP3c3sOuFSXzrP&+hbjI9LCyZpAtv)N6Tg3{)Wf9RtP`d8Jel%t>4H9- zf`&-?afF~|{c|8&*?r7-IRDhIt1mFfzhADTy4`2yt8+d2|Bv<$u4vaj z-2d8Y|EaX+U-o~>{jDQEN$ovF5aUDyLyoq%!_?>luJtKB)3JtwqMmn=_Mdv~Cp1G< z`Y~c<_Q}r|bV#@TC*)6_zmgqMG?janAml^@T^#mBn-Z!2u`Zf|{#W={k)I~KGX%B3 z)Fgq#`kX8HBJHmf{^`G8KzYz#|LgwGT7T>DALsAj%NND|QOw_D|9PGWd_fR=5D~%DSg+aydHTCTmRTeYQ8- zG5vIJiGPveuM*Vk|B^mAC!4T-fc)foIimZV9Gy93H^k77O9VCRuZ1tS#+h8megoql z_D5#>eOunIe0Tg3{$;B73PFwji`e^vcz>b%MY)16(te!s>-8UHllR|Je#rjQR($9W zReu*E`*p^zQ3bICHS>2&-ed1fkJ>E@`{iCND?{l{$CD>rIU>d{{aq(`gCN=|f({9P zy*9yqC@ZB$Pj0sU?eS7%zg0|Ee-fI!KTNOuUaFOvRTIKa{n=+%=)F*+qF%n{infzab*^pS!ZfV`_J1{Zz4er{|#3sjFR$?^=E>+ zN4+J3IN9%3=W&F0hoFZ3gAK5PTLvkKjF*O?+424-aGa$n{@_Ewh|U{R$k)k(ND!1Bwwt~-|ka}2Lv%r zM6l=jko%@BWPbXaAbHtJI&bDE>V`js8lkbU%f8XF6mW zQvA9+zt~f-d_dMKO!oh4!b>8k+5Z@-4*6&rOzUsxzq$Fxj3_&@5vT0B=NHI_^_P@i zvSUc54DSf$0s@_XZl2i4qvjun<@xRT`7^rrURPh*f4-soZwYGV|Cn)^QkeZ=Ht9Nx zlKY=S-M5!4_GfLI?LWUOzv*0m<|O)FEgMt4#Mv60f;RIn6Cud+PaE|I)^E^%*7lzt zs9d`Y>JRjj2t5g(_moX8+`Zc0?c$je<$GE6LBH`%t$7A||Cvhh%41IPyEugfQ0(`+ zcMSI1{2@Wk-{p@T-Vs|>oZr*?&ySSB6H|7rMk{!sX@Z-4Ae@2|jr zx&EQ|pZ^funTh`z`VGk+-m_Jsx7e@pi<9zSqsxN~UE2uz8Cw5-A^fi>hoAssSEq)X z<_*kTcI%}ZQvOpN-&AY-S52D#JKMbe!~7@hw@CgCL^rvxF_g5_uiPKv{RQ-z`u5e=7b= z>_!h5I!buw`8S6dX3r_J!;A~&HVYJMkj_1(Z)slsM}AdopW1ev$LEGjE*_FNhqo1G z5ly0I@dDLftaM!$z}-an%f6{RSy7h*_-$poJdUf^r{y@N5$Vo=x>H?VJz+@Cvn8MZ zoIo!=OiVX^&&KlBZZmTK*1jPxD~5kSuaO+$fczWh_#c}3cRhYU>=J5L8OayXbC*k^ z{!)>CGXG@?qrMdLaJKX2M1}#+)E^p-L##f0ca{ose1KZUhX`lC0`V~%j^&fV(;=Eg(Dr$?vSq1 z<0#8h!*()1!r&juDev<1s_W)H++B#gFRKZSvxsNcH0M;m^uc4$r)UY*q0x#@B5 z_mu0xkDA9GC-W6>QCKl)pq7?;a#ismxlRsPtfbisu_zKo;K{nVLpZNpz_z=N#Sf{G~15-YPw#tjD^16+ffQpYgZ${-rX6@HjD^K9(84#{^}Y z8u4f>?y%s7V8>fV*&m%N z_jL%k+)`Z+2>!oR=C`KAA4h&=Oms>?V^hhGKJ*+8{e$rjI;`o%dJE%0O)vD#_(8h$ z__PkkDEit*%Fo+*J}%R8c}aS$&1Ka3>^bPOHfLGWVDQWw8@R*={b(QbZ`%H-FY|Ar z@r(R0H$Z;SuZHcuk>CE~`?Ppixe1k5o})bEM|q(CKbME{E$zki0r;C%{~|y1t({yS zp+4|KrN@zb4sX@6&G5dm|6(rRu2gACZz&(@`mCW0WBi~zb-Y)W>5vDctL-Zx)3Kfg zKhx5a!m!=}J|Osq>rceX>r9HU)~~1!{Rw^n-+KJ1^jP?fbl}_VD{m}Ytut?6HscQO z%gej|b0yZVG4Es^@PS=;{w(ExUNyS`hkjG>E$gFi+6#9^Y3R?$K_B`XVXXh5AJy`) zzI7mZw9v2CmrC=O1BbpdFDJ%LX)fzg*Xy4y}C_22jEvpz0Fdr@xM_Sw;Tyr!J5)&8o<(Z6LC zd9BJTD(mH19ODi0Z9U(he57MM6*qUdxW<9}VSfg?)cj5|U2UJET)&~c|1M7!expB7 zzZ$lzm#q1L`qlQ9;pXFsQQpSF#vdi|*GY5dInzxJcrP2>DkrAm59?QQI*@k?rU zd}{O-u5f*f1Jmuu)EFrI=#FrIXbk%1?8W_|@Kri)ZZors6*^p#uT?F#EQXMi$HG`h z%ii4=eokPVjww$z`52pR&nkJ!hErjjt^=AI)-3Y})0V5-J2<(=F-OX{^RnNAT4UyO zwc!@)`Ro*-xn+onxfN#`++|yj&7TrjElU51?eKbWyR-DNMr6rX(3<+48n^vq;_k-x znPy&=R+c3Li{uQ76INDq%7)WR+`?PmGT@XCr_Z=0$0@7cDPev(r39Vwl#;fkdib!i z#wnk)vNI1eag2l0Yn-B5pRzw$o!iIFXBUH&&QX_fjmCZwUNV$ry1th+^b^X5x={J2 zZ)Nk{TQVvbbm4Zf5GoY6lx8n&y_2RC>g5{CN>P0NRvizoYtvHR^5OObr{fy=4GdWP z#1x&QcGTO_XXPzJk3SaH!L1ZFiYysV+Waf>NVBJt;OBKnP~L)JXrCs$fd$)lcc z-#N`!+|rmCA-t^V^&bkuIDxtcK5k`EFTw&(xup%JS5|0emNTO(jwofjl|Jgn_`)=9 z>nX9GmmXW&5B^$DTR#wiu#UiZ6w!*6+hn?>K)iZOAzn$Fx1GYvnqK|q=#~fLryyR* zD$|thUe?m~pXIm*w-Sx19oF*u>S6XmLl)g;_es$n$?nl}U(p|>mmBCi;9)$A;uh{0 z^0%pN;OIyGKgKhE!tbAINNU?|I;ZMvz9ocy!!(WlFH8m1C5ZNjpyH)v?Nj5Wh%WKW zhw6VbV@b|Ixu>iA7su2XZ#4)X<%ysoznM!tTJfspZB~--!@o|fxO{R5-BP*mqJ&qL zpaw+sYxK@^m2TN_3+P^@V#Str6XpCL18ImP@cQDn%8PCI~$*f=(BjzA@#W^ZL@}kn3{(Xj?KeI`vFFo2?|M z*l(@mC_!)ht{^KZ&?T*;Y{ZWsFDICP;pGJFFGuB6A&BuPf=_l|+Gy&(iaT7dAI}mf zy;c0LkM~y^E8Ab5;wuuwJS2i1ABU%!_{fQ6uQm>60hHdfMG4;R%P_)Ek+0{RDIM(; zL6`B_lcbkDj9=Btz2g6wm5m<%i7a``tpl&g7zIkkPCzkJRx=_O#q;m+R-6RBj!DSjUK9QdG4MY{lTxIejYckyfe^?ry(@ z-xgNtbc~O6eQm{6MRt13UxQ`OtW=U)3lcxfg6>G7Y6mDUI9^2E~kx)Q`bO9Y*M+;Z7;&gzxYIC`Z7>kz&EQ;R(yz4YN&0$$ei@VkHSmDgC6|4oSQ z9t5$D6~UzXrkAXW`>ObqMQ7M}N_T7Hx_*1(0BPNV`?wC2uF;=f`THibcH|}9o6`64Tlt6ahvP59NZaWD?*5tRZ%uTyC#aF1kXnAPOokSYh4R-~%c@fPpSSB& zE_JOJH;|XLHWc5Mpl1CO74#&Q#Y{Od=F*O%(#p2WZjVF$mFjcKp6>mJ^>Ls(71WNP zrvGCWxW8o0zxR~}%5N+GG5^Z-uZ{TMeWhR{zM3r}vJ~Z4*H2wI1q~hPM|Xmn_J{AQ z`i!mWJZEh4iZSy1s>%B8gD&P1UIr;Y#&wr(@meIuAl`8tr+DlJYDyJJkjr<4RefE~r z>j77}e^Ra$%5lnWv;3ld>tks>`cY3d`hjZ>#OvXI_xyzl=t*z@LG+6`X!g=wJNi_c zs;jR`FG)Y#?bqW)X7QB>%HNA%Z-Scn*YK=;s_Dcmk1-uzpO^BJ>C2J<*(){Wl>L9^ zUmq%{FG0=v+hfXuCnkJl2m9w;cx6EO_4xPiuf+0lLO1lIAN>hx)<20a#=SOqUGGr# z*E?IK{;Sud|A?F$8cBS;`mz3k{K)fLs?U?47eNjG547!l*Q7>Axnf>|`3q%FH~-VC z|4cE&Sq307`&E}NdFpz#MC#dN^muZ{du;4m7%5<9* z#~i5O_t#1VJ)JgIj=w>K7e-LSzmPK_Z`r;IDaH<$?yx(QJ~pmQt1ph?D^nCU5}ZO1 z=ZGSxoS%CY|1u?fUp)Jh(kq>4n{c9Jki_?=_{jt{^hf0E{Dw6wcWnH_Vb>Vw^Q_Qh z=dxFpucQnnyio-65fmWs*7c{RWp1}#ZmDsFEvEP;{VvZMl+(zOZ3z7cBv=Fq!pl#u zWp`QcrFq&ePPrw$te$*OE6Z=AJ8)zhNer_9*|`O41Y4&!uOo1&sJ?wkomX!ZXd2cNCEmQNqt{>N&RITp# zZ)UZAdR`-Pm7ilZS^o$sD2QNw6fE{H!Nye6!j!sAb_c{ToYR(?_NChCoy|D1>G4lb z|Bj@Bf(c@ri(rh=^}VU~g#8yk(C^^3;}cs^A;+@$C(kj+r@imYlShVIyabIQJnRp(^Us>3PiLN+jn2fLF5CIbiP9&&le-!`yBWp*mWT2Pe zr5E~7PyVdE?A|0VyHuTS`;iahKfUWeZ#q8!zV-aCN55MCJ?SOTdj1O`0_PKSASi&> zflLW(nai5Ct>;~l`@c_r?kMqSeRnB8Qz?HaLCo_a81eS-M>ePSlI0OOqotSn-W})X zoVwIQ;!h*I*#tE}e4y`{DUkNhxM$g^tlvC1@=d27GYD$*k5@{;c(xn!5!C3^g^Y5Tt$4u|Y%OUi~K=N`(*=?2|)Sq7cje3A@-T!ka z!(4)z{&zUS-xR5%G6pSgA>~J}ezmwL*IZPtx_-4?|3_GP+5Ydwe_SNSul4v}Ky)o4 zsL{V(r~lc_E>vGVyKun-`O0qGnVGG_YKT{=l>aA!3kgEciD00i%XOAWUn#`6%%gmz zu#&{Lk$;hpUzlT4b-MEV-Sa0Z0PDIX6vjL$f>9rKrm*_tZs!<hH2jsErcIq@ZH*0@U6sDBdVE7$i^W*Y7$G?4gf2=8Zt8v1!>yLTpdxy1Rwz1BNU zZ^%%WQ+8eXM?T1(wOQd>%CMdw^n?gHnLeGC>;LSOj`csE@sH`GIZpTkIVFJN&ni7}wU%tTt0aekZ7v z|Gs^asr{E-G5=fdUu>lx@?$;!*@~Z!=z|$F_`j8YoFS;`zmO>f&avTk0Zno=yvmBu zfY~(VgY)&?V>s})(T~3fYV=1^X!Yl8&ehDhj~&0ous-g5HzLQm7nbvj?SyxXU}1s+ zDE3P!o%$wuZ@(k=Pt%4vo}JvwN9vy)l%E(a?Ic8Wc#nk-SBk=gG0%x$$g|SVSTpA}?VPK{%CCI< zlGvgC>35AdWjE}hAA1Qx&P8x@ttnSb%g9S7;#Du5l{jVB9l!WWCDzZ@ULtLkUyLi5 z#iRax^kY9k34Fc!_152d_-Z{7^8DEPna)8XBI@Keh!njcgOroFiTjzsdLP zXQ+U)1kVxF&>y&F(~W>b1G;bwQe zaE}1_y-4w~1TjuTP`STJZCRmYrm~sM)_pwzOZt0$)se zb+F(jX@9vhGGC+jnY}n=H(a70mkDb0M_~Uphnd&K8X1oH?_)J6ebSWCcaK~Y_R|#B z>wh(y#s1;Jj&)VLw`{=)-Ef6|TqT$l31a^L>EZ9J5ZOQAT&uB_{ex}wACU83di5{f z|6pG9RK8MNkb}(Y^y3CW zt{piA4L9jWJR&SGk=@v2iZgCBsyj-~XfwKPD3A7kH+LW+u{)y971k$HT4TV^b=5`9}QOdxx$ct?$e! zyRQC3zVFe0k22gRsOkUuCCgtX`TzfS{~bkMD$)P&@(I3}pOG5Z{L2$di+3vz(RVpZ z?yPUee&mDA=N}d3@lv-v!&3uB@)ANG>Y1jKw--0*y#cS$!^xWljty{p12v$E6J8@* zUiYiRy{V5Jq{RUky9*qslSx2tGg{R9!iZe^$Jg4Cl9med=BRG16NQ@M{C?89pc>(*1ng2>xaIqCfh{gG^Tr*xz>N4a>;gRlb4 z&vWPx{Dawm`PG@(n-kiHd{Ap=DINLIey?1@UD;S~URTg(cW0PQC^u zyj9rZT}SQzGP3@EM0?E6_8>3!%&-6J4w3likICgPy08B{fL^D=dxXW?OeK-rcQ?{g zn0#hH4VadbdmKd-eV4T=HLs=^+6x_0sbMpq{ZYJzj<~h`E-)> ztLct>tU^D$dD(GkhE5fsf7SeGUp`4k+WPHy1@i7-_6GN6;Sdh*9jDCC5>p4t{&}uE zQy3`AF?X-od>Z4|SMi3^SN4Zm|F`{z`c?C*GO|2uXORwmsNqz$Nzos@toUKs{=gg; z`B5IR#Q^zDo9-a%SLLY-hxZBauN-+306l0g!fJW;vK%!G{Uzkp%1jge4Z5t&C_x{} zSM!(V>Ue7=y$!&-o^^Q$E8f90-uKWR(5KY@jW-B8*$!*-Jn#>6!+cJyFQ4=dfpm;F zq$570#*`=7W>4h>1VKI4`SW34VtyFt9>^=1^+A9aU#NIb^H;q&?d-?TFCG7`_%T18 z*W7?lefgfj`y(f;_u(_?+2U>r!#mu4T9&8PKhS>_zwtH%{iJ$(sz~x>=}+(z-noQt zA?Gjq8I6C7H!|=yt#=&D_(Qt&v30WI?Fim!T%@-e$g?wfqf_x6IlLbsY;A@Dd4&9< zzY#`z&>u(#eTYZ@sn?V>Nd7uYZyM&|cxGpNDUYf*lJ=5+N`IK0pwl1f2Yo0XVdMi$ zo1V(d>c{+1(X{kh)(d8Gl#kx0sn6Qm7rb?3n#IY0TtCw^84P!uEnU3`h(m@}>&|hd5 z<_pL_!jLcI!}w2|ZkdnKU)JTLew3qzE%T9e82y3#*5gIZpOGWo`WohtZ`C8)j|I{C zvol}K-p#lfGJqco1gp`jC$PMmokH<}>ss>PJ4cev3CH>tj~y z{)IdOAN`|_f5s87(pOim4?s`a^l!a&{-t7NbiXGkD7Sos{)Jdl|Mq2C`m1{5yZ) z-N%kwAEQ|F*ZP>_G1uyi#;+O{^A)Xk&@XC#Lcdwo2Qoi- zM@^gm`{Nt*0RMmTUeq^}_sIV*yce~vli^?77l~N%U)0{>zi23N66gFPm{hIuD^qqQ zK9RMd4ZL!X6t_zCA0##!IM*mc_&6sL!5FuSPfcaJ6wMwqMc9wifoGW!%f9ydWdb)S z8y7c@b15gncOWQ$L)4@X%;Ef|zsmN#&D<%zynpY;zYp`4UnwB6q<4JW(}?U*(=Wbb zs}7AUQzCn;eE&OT@98IQkQ23jCk`_8@M{wPfG@vts!XKCcup#)0KpO{ShRoqhnK7b`QIo@@nZ|l zU)C^I*l!X4z!#jmK^{f+=&6g}v;KKIl)kay5`$c1>@?)cka3ptdz>rc-T+~9bq809 z_uoIq&OH3`oP0kv@AcTe6E3us_2XU^a-+FF_2Q%6n>>p4{%geTzoh+Fw_Qb^54Uei z{s&ys&3{!93OB|i|9brIy5yG2slvyk{cF*Yk>k9ZwITmuw)(&ND(ydI{nQ`0FGRc1 z&mvi||C&bU&lsobSC)(0>_394k^WO;{Wi)k-mgL~$`n~&#i@e0zc4TCg#RSmSHbQE z`9!^~*_-F45_Eo#asCUP-z)x?#70?<|KI(}9W_i3AMFQSa-tU-oA~+Oyf9@bMi6o+ zf=Gh=2u7r37J?S`i?9Gii!~u+g zUst#NRICB?W1*+w>-$gZ`mgt=#i)LL{}ZSmaw+Sl1n3*+UFZ>!yztGlr|cd1&w+kc z{pVCB|5a6NZa?G)Zh~!XKm6Z;e))bvIY@KhrKlaH38EemjJWvWiF*GKlA|%=;pQ~G z{fGLo5KFKBC5(T0a7FY(ue%Zb(8D6=wg1s=lkdrK+unRlU}{4QhSjc5y=D##;*{M` zj(#9QBmW_X?LV^Y6{gky(;=R9qkJ=bHa56&K&(Hg{_+%Gogl`E2!_;H^U`D&+bHRr z(;e24(%s9oj6U^d0H>g#0{w6%2tJEo;4f3wGh>O*DH(pZe5EG&*^I#Pu8lcmH`qG< zL6?*tDxf04N+{3*liFT-Y4W143_*S?C|?<>#gWa{`qBS5_yT@q`caJ_=5Y~Rk?~wI zE3#noFCXJ>O8edR#XTxznk~i;<*!1pDnSj1s$TFO!~1Kgo}9AVEPs$|)xEOi03GXMl&=}Tfu`vn zOdAR}E0t?@y!7+r)pm+ub?q*){@O%H9fFWk5%l=s@jFve)W`xehTf3t=Rq6$`t1%9 zUwNYZw(=kAU-h7+8Ygt!_LrF5?&VJ7Erxx{Sf{TQ9z7~4@#|4R4GC)K=Y|^}O&KTe zo%#ISb>>9rKQ{BY5Vx}}r=S6L5e+Cpjx*8!X8ZZ?`JVv3Ui<%V>?bYu+fx4%0oYf$ zQdpyZ6VK*($PAk|gtysvS-zj`mc_Zs*&O04X_Q}&{uu*4f8IIgwzR)oxU65E27Bsr zLf7p-7xKS@ekm6GrgcBxdJ-Swicx{cCxQzzeST*;@NP=}*VPZoecE|bouq#*rQiQ3 z)=$<4Ysb*DZ#en^O`CZdqkbIxPZkkAC1|{HXdb zA4hz1`r%GcqrV(}e)ih*DYbaDiqZJR z{$z|Yel72pS`uCxf|zGSQ1QQ7yY|y_W!_$q_LqK7DR^|CRsPXItxU+xjo!+pnZidu_vybw$6({R`o@BPfotlt0L+2zX>G6>Eyv z^~=lOXWV4nDZQ>w-&udO?8_-=v;3m{)(4dxsGvRsHS!m8Bj&6rI9tP=MYi5%kgq+5 zSC*hh(=V!ybr+KR==rUbeFFLY;Skqmh(@4q|JPR53(5NXQaOGEQI80QEd1>rE4^u1^9y5du-cSf^8Cv9arrFo@B2}F|8Ma<78n29 z6uG}__Jg@%81`ocS0?qd%hsAxb{qT8ntyf@-;)aRCa5_-NxHk>q3OZFn{C^fPO|cp zez@Bhk5cPeN_;PhA3#vk|AFTIhy6D6BJA&MT|cSCTKqr$cjND0zOqg9`VjObsG0wi z_rr#^^8!vE-6hw*ua`FUD)YNI|EB!5$&cmhxvJq@Q%>l*{deYj{?Dm^fdu^tTJOJF z?(SV@=c@$i|EhP!Sx0ZxbCL89B0M8O^pgnM7wM7AR&;FWV(_{m_rG1PZW~bAzl6lM zwf)e4*86Wge4IaG{b21s4(qBRM88IUUk%-qz{=|Q57w)nik0WL>D51LX#b7%gDU@7 zIm#VIKRy%0J&*{h^KY#S?ZT207^4DC`xFVO_;!ip|8T;)Mo^=FVz}uIn=`dzmZkym zESwk^bUJ*kbK3P#1ACAp9yN@ z$7}bvPb}WOMEe@8ZnHi#V1`wDGGX=nNfLhq;e`;?oL_o*ueig?KFl6ee90}=o$xF7 zy0L%e^@$Qci0~#6)X?uR++&YvRpO+)gMYrk;wU{ezJ0>u!WREoBPo6?LCyMMVfS$< z%<)EriluJeWP2$6c#-J1F=4}G{lOGJil99~0m8#KelmG|bvl&r{s!Ab@&0DR)t7@g zvgyemr}-1|Bk!N6fYAiU5Y)6kvGKYGCSLeNqYGJXuwN*>Z|sb<^VaNtvCgB+wZ9J{&6Z5w1A+d|DsB7e8P6n{D*#C`7YnCM&m5+ zx26%^T!KFk6u_&+KM&aT@TiPUOWk7FpG+?6vwdrT<@|9v<)1~chy_1p{o}``pvN`y zOisMR8dLn{{HX_AzjWcqHiLf5B&eBxHviG^BE$LDRT_HIewX@n1~FRKB$V zlpelw&&egC%AS$(f23>EspTg*%lcziBM}H{2A4k6qYtZj~A;;Phe;(02pCHDW2u6&& z^4#=!*NlUuemTz2ufLbP{^ZU*F7baPyikG|=OP$Bukt&VkNihs|EPZdN%)VZ{Cf0L zHUri_*6+{t@b&zU>fxh)@K1f%QI8}3C;G9BphkX;k@ZfQc9-aT&}VLf^#9*{?o9vX zS=!6?FC@Gr1U2%LSjbMy-yi44m+-kE&p)empB2!2XH!nu4U6cep$bX*{uP9`k|4&32zs?1nP5_*qg^2v>O+gNoU-fAAIOLP zv!4I-_y>H@Wqtm$nlh{*2s%Y@;+BmkS)pTVe|q;@f;>OJFn+MFy=z5I*>&m1_{~HJ z^7{=Gwv~R!KMavk|62O7j-W>Vyb|^=WnQyY|Ifh3`X#;k3-teA-#@M=x+4i{^iRy9 z39H%VHho6@vn_$$r}X_>x8$(K zk@&w5-Zp|7`H$%F{4tyMam(Pp_-$sS^zf<<-qTVBO8ku!|0_Wa|D$T2`e+&-S|TQ~ zSUhV@>FqA>9pAZZe@;PN`9VJP9}M;pzlnbQP7vc%1fLiZV@y3)HKaTCH~O)eAjXLZCRSaM#5$AxN(oBe=w0Xfo!V_=`}O2Ew&CZqr6Mm#|F7Nb z`u}~hYD-SV>9+p>y?;gfe^%bV7Lxc|sGzL`3!q?ee|)#l2Np}~$8r>(Kl$42_8HsR zOn+C;Kk^hjeOrFNuvC?q9mg13b5x_(e%QZ2F09A@b}A@>AjX*pD)w6kIxLv{#^tg+ zf4X4yKfI_Tr|gCu^kXMMjr@oBme^}@*%kQ1!`MCY{dR^evz&I6w|sv(Ew9uFLo9mm-%;%k@S0pQMMDy9sX( z!6F0&;O!Uu%AEGr?f$-Vv|N9*DBZvAQ4#j&`v)88hy5M;Po7^X_$llF(S490 z=oCTa{?QN^Q}Bb&A9DPsPAcsEysEJOwbA}jEjB6=dMzLPH&go$QN4!=YQ{ewTKxgr zM)q&uKfWKAL9ySp-Tn>x0?9wBPmlk4=a)yQoM?iY@#|9W;UkkP(eF*^ozEPN%U$1# zQ_ygfe*8tyn*YP|T-$ecqF9Ghx^JhMZ#@=Sz8^sgG{Xr>*NmU8joKeD*?Bdo+wJcJ z*?&7cml$7qHRY7u5Jf-!B#3?z!NB?Jl1#8)#rRouWo)UQ{c3Q^uB-o%5ArA1f8yow zAHomIG0Jcp87;8Vusin|&d<>QFUWs7#+hFKjVAv+;OmSmbs~=}&!2AlbBsT;*qZIu zLFP&Naf+bk{42t6_yg-s->=O>=_dMqt!n@0!S(1@(V`=9e;jw}ugVMlbhi2XllXoQ z=(j$9w5|R(kvWKdb^jsiC;R!+6n}xBM*jG-4=JXuZ=bH7^v@Y-KlbAJAvWr_u3QnE z+YR{{!aGY4`&dbB3V1pS3|{RgxDSzVRd?_wkWEdHP5{RQcdb5!qng3uEp=#ly{ zo-O>|_it@{|KLpD4+H-jy1u#W*uUieZhubnUL<&#poV`D9gd{1kRE&XrUvh2btt`B zd6{P&57=hPC))iYhQ|%d_ggv1*k5;mNCPDD5wAv;07R$oYfjPd)m- zJAcspcbyvYmS8?KOniSddG`ypVMy+V!Cw-XoIghN8{&CI*bkdMH<*U=82 znNcdql=|B3Y@Sz^{Y%KnF|Ipe#Qs6iW3_lJ;oT%?Z9kGfT0MWxMd|VVYWIG&S=euo z{OGk`MYH(d!$V)_4?X;@bbbW+QO}R^$?cf+*?Tc0Gz_g7hW zJo|OzK;eI1;lC4)BfR?rwfbvgvlphtbbeW#(r5G@doKSG53U?UeQL+=P<$dmP5(ue z&GguW_dA$Bcdzq!@;P3eKSNG?@p!^ZAP7Atf?i$YUogzSkU#hzRQa#}{s8vF;GbOo zQUB}lpU5&`{+8!&w0^%!8SW9(@NZ%LOy=)rs^6~z{i^+$m_HQx(Wf8tKkAqBmyP;Y zCCg&}BJF3W{s%<&bAniBn1g3-zhgP?jBiskELML1rn+Br*{$=$`8kdMhlKZppho_Z z+7wPU_53)_?NP<6tTd&+Xj;4EU%$4X_P6AZDE=`)j585b{AcyvRDIy(Sr-4(b^rb{ zJ*P(*oAh{Mgq27XDe=Z#*TspAkeoBIs2)_a|nond!^++UKPG zt<&_{Uyfh0-G8M0uTRU}E_*=QuO*)7Gk?V-SNVQQkN%$DTmKQgdid7&U-JEyB7Y6| zODZRcpyvF`Ytpk-CWn$sD|NJsm-ZVuI-K^K@M~S-zY~8&c&`a!oQj}wet_>kVqQz{ z_(A_;{8-yx=(S%Z%VNKiX8jvCm?sn6ZwP9}zhP|W=kopq^#A#^Y2Nux;{HWEe|!Fu z(Z=~VDiU(FUzz`l()iJTzlHN#v|pZInEUUrH-ATT|4mTae-l4GVfSvl348a?4SE0M z+Hh9wQrpD&1?i9Xg!hS{X8v_qdOw9Nymq#Sm&XZdzgsEO&VTNmx7c5%5Z;Gx@dM+7 zQ%&}Ra`YNme7}5u(7a4omIs}=&F?3_+yAuwNTqr|5_BXefXBpMFIi00PN5fi{x0u7 zQcie;ULVy&p5NFeKL!K#56ZsHeEvf7haUcS`;YXm9{%R4Iq}axcv%T*)-U1brX;bX)wzA#e0H&BRL|z@*=tv9B>bP!J{aGD&Pe#0^P89@ z-QKapQM>a`;XJt4?V zO8Jz);^_OCn3v`KiPHY^JTu{CAxO@7u>C#X){_1_gop22VxAS*1BdK?VDh5%C-xtYdL&KGcBhKO*W*9*FZeI# zPohT;pRyS+{?zlAaM1KK-8vVDTRCjUy7#z3lN#l6wKfrO`j?L?;HkJ54fNumf z`Y)!!+&AnI-9LdZxPPMT$}yC-4PPigbVsQ$LVmyA`u&I&*ZkWWU+??Ljzmadg6L;a zui}5=bG3s{yFa@nzh5=I&yLl3+FRcL6ePSt1d9{l0x14R;6EMbhntoAzXlxH^ym+# z_h;bWIeLF)E50|azk#p%PcLh8{c1hY^8Kpy{-Y?hyBI+!XJY@ctL%N#MEd?6^v^Qo z`|)*buK&C1Ct^Txs<#9|jr=Y=u=MSB@9zj*SN^`c|D^)-`VaMhFV^?ZPDFPpf|~O` zuNc4QENXFq57*XQlk(@gDLT{Ued)b_jF9Kos{K@D4!ZQ{FHQD`n7`!yiwY=1bk`)P zS-&JUY?aC;pBNsp(=9>1f0(naaKMCT9p(PHEaBB4hELwUlhKoIc)#`qVw!}^l^ zqW@I+Ehq8y_@^hodibCR>mO_Tk%~ljHG-P?>&bzSmrb!tGOZuAH&*W7hb;)t64;1K z`YRD$WrCXhW5mK-S55iJeh2f{`E=Uv;QSfuLV5m74XZ-+RwW2MC6ZmLFH11Z`Huf` z@WodCVg9t%U$)^}zQ1L?eydJ&yAafj-#OXb->|;7+_NUPxG2vbMkeIAc{?_} z%KH7H9{qu&|IvPV|3(bd!v~*%Z{7Y{)b82@HS(9_{L33tPd0t^iHsMe|Cp|QZ`>+4 z%7vp`z54a^j~>1+jbF&$a%KLpjNkA0FBd-6G!D$grOrEZMYreiLT19_=JCdb{=A;K zs*zVR8x$7~;2kUXbqKiJlB*5^dvVpFXH#+r*^39X&CzC5oqGJe*~8(Ho?P{VQiCrS z{z=`s^pFlpRfo`Sl0PcHE#p=C?;-|5AEFC-nR<6au+sE?XyQ1J_q14T#aKpOio z;HS+G2aXm8kw{nV0Lw{-jMjct)cW9%*^W!UIaGj}ZqHGk^lL*Ap5(CnymHRs%`e2i zu6W9|9bZQM{r=%-->|Z6h~GWP0e&rx^F3>N)b^E@>GB?x>I1)k4}K#II#vE!I|xr< z*8E$loU=6H5oY1dH%1wAvvw(K$#8DpJlOugG$p;+VqkpXZZlFG-<6ix` z*#Y~M=2rb{aoDToNBCR*tL=5;uv1mr>mtXOieFcT;V>EPfq#ay{SSw#g=D+IU*M_j z5%*&B=b`9>?p)cA+-^$_OiOd{3wEe!>4Ch0K8u|($^}098}ZiRt;%A(jb!bnHF8iqqz zCysc?3)0oF9rdTBe-8gv=Ub*6&o)%6kff!(WU?_~lURg9G>ivfU~@&_|H}RQB)fv34+?!X6y#c;;x#3_e%! z+c}*#_*#4P%E{AsD=`6-SU!d?Z(gKyaFq~l{s6+kOF{fZXyx}$Mh0`UgMPnS-aO;U zuLCRe3Fafr11!ah-;MRFl-h5IDnDC0@fV5%bw94m4{JR50Q$fL z?&Dpn)%J+qTya?5)Pt9}`*hu@4qdr;loAG!Dt7!+*@bc2X`; zo?5z|pT?_2zhOP3mgh(xl(3vrpgi=Swf@1q6!6i12t(fjAL)=6 z#Dl*`SMgJr)5pAPznmV#yO{@Epby6fKDvtV{QO=#hUWJe^L&57Q##yN!R5VlTN>9LFt zbv;ssw{@G5`?vO%4+vqsV@{=9&$b0xX-qn3DIy^p2E`hX9}~n150mzlv36ko%wiWKI+0xDIdt_$ZOLF z8?b*t|4O?hVwl<d#Bl@8>wo`JljENF=f2`Z9e!yYrG`cr67B&_c~dv>FPdlq9}_l(ATtw6K!2V)Im{tm_hZF4VuU+w>oFFEA+*DpEbpf5Q@H8a2v zM7~H-P8!uFE1qoPkG`&1;&TG4OGlaeFV7i0K4O)$iF3H&7@~;Csxv@W~X{{A2cAQ{q@Z zBIK*7SxC|*pLAMsT0E&@hJhs(_=SGg+++s+P&Jty`eEGJs;NHV!}k`cYV- zlObC70e!1d2mH;Y8lnFL5N1CqBr(v?Mi8c_|JYH?Qb-YfFaR z9$lV%J$qGpVwq-tqvDPs!jp@#LaxHmueiY}34(UF`^mWm1@uQZuNHM9=2V9}w%2|DaNss?jtbB=Jt$%IBhhD`A2g=pM zA51ry=vV8TOvrl~DiHh-!Ng5JCYyqzKkabMcU8XRJlLqmkirR_IqHYJJ5dD2fe7+q zx8h9U1NWSI*=duMpV_VY-#XT-DW~kZmL#ym!#vplFVU!gQUpsAL_0-LkzX}BN`A>* z;g@*9N7;4jM?T0OR>Fwa<3I8NU+P~WW`jLepO*f|Uts<}ru=N8NjeRgnaH z!^g1dt_c%{HDJQ5m{HMgP!Tg`MOQIn#++8gjOZ%ntQgldVovB_#*B)J7(h&z5fx0U z-<+BH^$g>B=dgR9?|m+RP^YH5x~sdZt7BE4E}bAv+Yl2ubIeWQ3FrB3x5GKQR^t@i z=KLX-SSf(MEd3})P^Z6Qe!B8Pvd{SRQGvC$geL{3Hl9HZ|Il{E&FUZdp#8Ao!FMxy zXSxZC`m3e%zX}}m73fD5g3$9a8n`Cuy_EmmyN&1HN3cIBJpKJ5RgM*u=dbkVM6e=3 zjKebO9g;0VdO_ni=0|My{Ndwvq`dr)f2@cpJ4+?{QJJ7le_6_AJ}Y7Tf&PC^mfWB> ztG}>0e9`CSC&Wt#QS19nxjv}~x0N22bkKjWqyv3b`q7A>j(@-NFWxcFpXx6xxa$gA zM&Y#w`A)sEN%O>5jlMI2y8dT5e&#iEYI}Rihely+5{2J#$m`K~T~BcntvY>oCa4=f z{2cB-XMr;UYX#j55uR*{Sv{HT?8+&+&HV@Zp_H`&pEVTpH7KE)1a;(kP`)y!3sqS)psk=cYrlWKiIz>!*P?vu5Yz!X*8Z&&IW^n+3ELzwf9&$po?#o> zv=Q_!L{OU``k9Od?@51*rMuj}Z^7O7geSefhCV1&vvpZf|7QH>Ay58DcZA_34l{aU z%L4gR=P!9UzS~NV{`F$f$O;9|w-EIB;YtaDPZ^Dm$@)=hM3%H@*F_svpIkkgfy`$4 z`H}v0qkQWU#Cldn`4q>E(vmFgx^+ByQ+N`LEV%8j>xW!YoIln->Ipy@L0^yZZ9q_` z|6DFcUSsQN{RR4u@FYO->l1V*h<1`u&yV+GrG)?J$-V54JONOCwzfaUAMAJ$xy6Hi zG{grDdPbFbK=bb?7s!QCf7_Zr+FzAl?F7eGdep0N{@$4QZAK95C>afOAMr}^CrfPX zPxMzjN!H^O-O_}9G$p8;|2cHb7%ah(0p(XM8OjQJTlq)%jrDIv4@*vzUs!Syzs(7@ zB#3<^8C7obzdFdHR=l__JRxQ3GVtzXxLo;#TT;%aEfkeM?Yo}#D0Pm z9i8e8n^tzi$ajaL87yT=|60Hytfl5jyFJkjC76St4E(xXddjAGuDAF^-eK42d(lY; ze(BU}q>!Hu^nD;f^b;8kef#zavmZ3vcer;n^QG_){yPU0^79e&Ui7^yLCo`H)VpfK zr_y?_J=5|}jutPOxX1ZMEm+@~Q*=v5`r%Db*MFUc$37A-X<%KE&-#+dIN1`F;&&q0 zg`lqfL!0i4knj>O^#9;uH+x(e=q%{5uiE+h{DX(>yDH5iPcYa&`(U3?zV?|)oT8id zAH+ld|9AQ~I0Wrtyg6tl|HvQu3nw@DZbqL#mQ>&$mQmQj043>bS$crx}0no{!2Gwmha9z@rZ zAoQG!DxMTN4c+#k)L`u;-l6xd|9pR+Y{^aW&B`B~u}bLMBIm{aLEB^V28Azna}8e)4a%FZ52i z{Gt7Eaz@#i^8X9XpV5D|(EJ(ned$L(f#nebXi(|Kp+@Cxf61?}=eJz9Ps%Tm zQ@Yww~3qpXs@z;dQZpy`)rvWpl@tLVkUTZZJWk z{HvcsUGh_SMymplJ=oYP|3qfNxH3w)Ia8P8yRGd9xxh(#%IG6QQ2*);i}E7>VU*AW zg1Y((Eads8)SvV>^n>SE>CYuiG*7U@iEaczUH@~~)#Zs4IBp$=^Y=V{<-X)R%u;mTTkR!)8SW)BhE;DR=*{xK^p7vm z6cF_AFz`F&uLGgE6CR5FXGaR~SN5M<2>LPfeJnxU{3USo<|L`fwx9d&t`RCM$=?mU zxphitH9>F2KVBk&{t}*yC_giLHCnLnWQUs?L~a>JKgJU@j$i8MP#2t&z|tV4{Ri`M z^=5KSPT862U&O=sVdUSBB1|W!oBuc+`+7&pllkY@Q_-@vIIKKnE@%-)&N@zAgX|237(^lCoAA<#d@8;u4fy}=v(F;`>p1bfR(H%g}-X(dw*oH_JZC_{)x=u zPCtHq`S+@Bnc8xEUrIlg5yU*jiXIMs&0hFybclX;MXX;IKc1IkbErd#^B3c);l{Wb z|L_D0{cjxqR}kN;2|~}vXnfUn52Vg-X9m_Ta7C=&THVNF$+Jxxe^(OSDuR%68Ffm> zE=c7QoBrV(dr!P1v2NtyUd8VeOJVs#Lr{L>{NJqn#Y|peGNY$rS+dX%+;GSDHS}XW zL0$j#3kkT*iqK0s_+G`T|9mu0Kx>I^9YLM^geLWlmO>i4DV=}e{2KEI;fa(O+fHx? zL9~;MdTvR0E%|kwRc%zlF|q%U=Ii{fzbvW4DY|L-|9Sk*Cg_7Hp`8SE<7d6oolZ%- z`QbNn=>|VlI>%V652R<<_sq=5!*Kas~LHij!N$sW#LI~>D-}_=eu@Bw+ z=k#JJ{lQDLw$exb=>91sV4M5~yY!^^d(XFy@3{CkZfpL_{-Y<8 zt*h&KOg?d%LH>>R?<8X64nbZ24NC8Po^^{jw>{?04Hik^As=>jDBE_l(7&Pd{TM;$ zX&Ln#e*Kg5;%?)Q-=3Zl^VfxI-sgMy*8on@P1~;}-5&t|Pn4J3vJ3j-l+bO0I{9-b z;QNvF?^&m7UB44-7=>r@TFf`+)m~yfLEj??>iSQ3hM$ty`YhScH@kdHoIeejk#6UX z2K`0(PZHfJg1YjDX07m63OyF`X$!zsEc|8a)%n^lIFn9fo{=Ln*mWmK8};3b2fDBLK&X8rG<$FEeJk~8IBjrU_u zm=`FaD+KM4u)P0YC{qFpIv(H^`FKBTNZ=WY>k>VH}-~DzjR-iFSzky?Irdb zM0b;*PX7cJEbvOILoY$&`@h})LivsJUyKX4D1V*&#Q3jy!@`!GFEo1dVX=OI9*e=~bY%(nc0{1T=qeau>iMQ(S+{ZZiwpX%!_L3lDY?%#yOWNYZ# zR(px#ar1#o`lZ(HZ{8#NHw1O-pCygb9+XDCAHJ!~gJ_}u3y=L!YyS4GoT6Kz=|?O< zo&HzOf8QOL|DoH1>*6KX5(gU=DECK8K_5eO_rIr)*?S;K%42v*&O$HAQFK%N`@hrw zLdE`}dj9Ohk^ckw@sOad{{`0m_D*t`y=mRYJGX=<_9g{9OQ)IMSkRlcKc$QQZ?r#n zMB#DY=f7%;&t)lqJOQF#^?q`=<*v4FoT6JE(~lolc0iS0Q?03+AhNW=-7WpLa z|9LpRo0UJxaQrtsMHk>dP5cl4VBiJ{v1@fp#*B#3o_j4Jk9 zqb{~jn~?XsSpQ~waQ6Lu56%ARInli!sFQz(Yl~wUUSh<&YTwF-4bv|#ZnOS^CqmS} zasS_}{)jDMe`LHr^NJ$8CI~r^(Tg$LLTP#*>Vo`JYX9-i`KROfZY%$3h``9d8NKoR zSe2gwBL4(R_Zvau{`;k`lj|HT7Afraa@GFR>*HnlB`S*lmf%-{SqaKO*}t#y?B1>1 zsV=gT^gUs2pQ6r%8w>h(^!+oz`~+nX@ z^@DHb-EY{Ei<9j?9ElL}pJC(n2gg^{6!gZI9CY-dlgm717{8%^Z)Kdne{#D5HkTj! zf8gJ^|7%u$loR8(dj6AI@Q)Wb@REX#|G>^C64@{sKQS*gj-PnR0WUJ>5hUQD4UckJJy{KoxTTgwmmSH~YmQGPS}hqV6(dZYgNktf}ZI#0U6R^^$k=89_d zXYyvUCz_+b2JnazsmqpV>Cb z^H^UjHQFt}lVw8+cUL@ZHR4v!Y?(`V2~R$9&dT3Z@)XsI!e1(OJg$7B;s>GwrC*X` zeT{XValM841H#q%Ok}AHp8bTKKjp8+*F3$zGw>5-J>QnY)0Lu5ink`uEQPt%%|l3{ zCwa2U&f!@Ko?_MeNJT|_@B{w9FV5Z6@O0d02d>7?z=>Up(M}uv2J}T0&s60&JlUaq zD!=gb6!)E{N=4pu_RGfg0QiOH9mGfa|8sk2^$Sl$YI;uOnXaHHAI1TMqueMT!c~1+ zR(Q5UJk&4lgYTFWeQ0<7-rP;`B;~nqdl}E2QJ-i}ln>=c`YLY6cmCey@T1zj zRL`bcTzMD8(^+?p`cpjtdJ9iMMmxj&=U0C4YSB(!( zOxilgXcwpUhpL+AVyZagr`B&(j`7TBR|Zdy2v_SPgNTp%LOA$C`xxsR^@(t#2VCtR z@U#Ta!SFQaC_Kp_KJr(~<4B$>tBCqi=UL?m|K5|H(GCavqP>wmaO1qKO6=pP)9w6t zM{5Q64&_@FPltW@5!vzRkQW2_+koy)lQMhr)>e6xUo34?$RpdeoNai3)pOVLj=V12 zgZkUr!E~OAjh?-5-x2&l-hrb&01*xx@`Cs(p2+Hur$Km4g48xbYr=@m?nC z1Nzn2f7JR(Ej$S$e~d2(M}A(4zJ-2FWX5}h$>j^4*tGG;cyF)fr!2R=ULDHA6wk5E zc{_XA)$Hk^yrbfmrwK2i_-W}z^AUGG-l2YzYX!QB@x(!q-`|A3v66p1+fL{k<2^Hs zM{0TG_BGrCGqyk0$>=|r4*-XJq254`aN|9vPD=e%7W!LFucY8trPt~U^A)6z_E!0q z{YH_eMua1OghRi=^Q6je5#brncn=2jNDuh|2Y)CZo-fg^q3#&ddKUsde&?w#v{m&a_{_3Un(!g(?kY&SVi-FwLL2G z4ps$RqA$n%Es#8QqW+*i8+WFtRD`G)?2K0|u|SLrpoaHNND z!5b*^+xC1}jlNSeuJu&)r|jt({T<^S(#QN1IOGfb zsOe*VUY_QQbwz!F9^)&gF3PioPBz%S$jIOGjD>N7cx zmq_3#HJ$JrkNn}87V_E8(4W=yWIe$T`WNznCu`&n`2nuhzb226C(s-B_0;%3md}44 zKQw)&(q|B!tC0`Nhj8!*elh<|m)G2ruAutT z9k2Nn{41W7e>rW^ec8QURoWkFRTbil1_mT2Zh`&-Y) z^_{+X;vzwhZLcOopNF6f6!RjVshzxs%E!Aglu`W`#iw@YIZx1I+lmn#w((^&KD2z2 z{J`#;rp{25q%+oGEk1!#=E~Q-L8=QP(0E5XN+w+shGc@ z$F_H7qSIY(@%@zggVZf7-Tl6|qFHyUuxC5E)-SWmk0Tpw8!E%7{4pN_Wb=kOgYHTW z*$U_1`{^{pwq^LtJO_GobP@D8j==UM(vy?1Yn*?%xL%BS>h-cBf`43_!1WhEEB(Rt zu~e-W#POQi4YLb+W&1|=PgyR=I29w5pat!WZjbLeQsw85=&AZGD!n$0nbAL{?M>uw z+}<>!SNRMJ!Lga@fW9&Z|5@kB@puO%U~m zbkXm0#|wdDwk1gRhfmZVk|C1qq8*6U-|~<7T5HGC{@a?@8L`Sq*u%TF> zww%I4_g(6;;BIe0ZhseeQ_ssV`r|XYuv3{dh4unHQm7s}FS+=aikP{CqIE z9$thJDoPOf$f)noYXOpHrL%`8SJ=b?DLmHMM;|Z_%cx?WSnc!eLYp_p`k%scG(6m4;pZ+w|CXTdB?;>KU;ND*Z>6x6CEapg zj%F?t9^C28r!Sw{azbscKgcDPRiH0LKgtq>K9bS?zxtezerY#6}4Sg$3q3Z=0r;kO>KjM_ija$R5e`frvu{85= z}00pt(4tV$msXI6CgpHWgtGVjDZAMQy}{*=}~maE9$ zHu`YGL+jf7wK^r_Oi(93!Pj@(XECd0+3lJ07i&-9E9KiIMHY8VasPpS%d|OrAAes@ zPRUtn(2qIj+UYhXzw6g+6JPHr zA^KlKqH9DD>fpK946|o8GY|S5bJpvRj$|C zB~&eKpEF39Cwv~1`S)+NHTM|JiLNz4w3CebCQf&3*V$vgB^$yKdDq20fqIwZ_n-K3zFQH*G(&@w+7@)QTY1VKSWYD*vA8iTh>fi3qQHiYOi3e9^oz6W5c`fB&s{ z81$0$9dYYJ;HbZj^uvdsZvExg6S@s7+LjY)`Hg<`AgG)FSgxgh!|YZ@PCfkcf-q0pwc0c8 z%e{&s|IS3$ouEwo`Me(}5m_&3UbFJh!O zL7n_Kh0J+R^%w4f^`oMHvu607NQQOgfZ0Jm`PSlsz8}%` zCy015>X*L2WGN`%@T#PC;le$4Xv^!dPBl_Ke?fdvhSJfS_qJ?>+SL$g;qpCY_&<~;?z65pa_rOM1UVYd9jO%~1{E-jj zC#CZz&}07fZ|85w|KIihm=N?Ub^cqPgRf!qV>v;zlNG%(_X9h=*W$6#>k1n~;fLI_ z|6FgduaLjt^xdBz#wi)~O_k{(+cjm<;-r@0Y$S!}VizNh<=5y((D%^@Cny7lpQ4ha zh>BZ={LYfDs4ZW=DpTdIP*7isHsrth{ zh4jH8pf|QZ>UApdjdiMwD(ANzy&S_*`5b2+6dtg)%(EvsHS^xF^!;~&y7Aw+YQ9}8 z?SzFT+YdOyoGJW>>|VmXh&LzH=J5ymZ@zT`vO?Sc7)J?>C#dg#@ekffH+(LmD|K>1E0sMCLut$D1}ZCsXGby<`+|DC;f{=LfA-37fL z(M=@yD?u43^&b`Po4&RCT`_;1;9I3^yLa09&o=(G@!$ABv>CmbdCz3xcM8Gu8vp!T z(lcqyt$v4h)w?3hV|~X?%TX|rb3`-CAMv2qjn`t#=tF7$8taD(ig{0Mk^eNxU^+qQ zDH-)U-s>&t?{GAS z`wE<*r?~#q{!`FqdYH$e{~6u$&nHHf5JWj;)URZp*KF3a*o3t8&k6T>(v)exNBmt^ z$j<_zTTD;2vS*8@U-lu5JW@7P*Q&@UvqMFg>~wxVTSr%1k)CSCnF zbF+}Yg%fX%f0I$`|7QIc`VZy*x8{wQ*H~|#R?XndiCxq7Gh6>GrG%Cd)X9H%@4@e- zd$fOzdi}Ta56FK?*Du&VLH%`6_AhPkKdI^b8~tBB|IQ`qZzYxc072dQJN#>@FRaJD z{N;C^4Q00}yi?xg6SDXZ7V@)-zHcL_li$F>9p13;OS#65S$c%sq;QY=oBelG)#z8# z_l*Q~^N*PK>t3*u@y>gX{t?VJQFzVEb5EV^qdkuoMBg_M)XksbC$)Pg1-((-D`S4; zthiV1&MCTO4gFY85bZ3Z9uZ*=*q5{WGS>O)ym%h9S>%*encq|sj>)f&w-Q&b&xc$7mU_lC67-OZzldHZ zzd`GkfPrwn0+f&91Aj~xVc{m*aQlaG?!!L7dz zIS?-HKdl=vb#du5+WNyRf3yAfV9IwtL0$jzo_X_}pBl|L zp_ZNWV;@1?{Lf*3ruS_9Yzzk3z84t$7qe{L7i?IozwA5N`~#8XuIenWvtjTdQ@ILbX?aRLd_>0XW&L3VkiO0*U@ugh?_}@EL__S?4k&lztN1et_=6#OV z-6w@l;9cbS7YhvM3HB$Kr!Dq7&uq=N_%MEb%pZy4Zw}_AtmY$m2l1RgIj&qby@s%! zfHfP`joR$lIoLLCW2m@xEdw~{jn{qylw){b-jb|uhbz`strUL$m^46G%al;8mnxHW zQAuIFrKYc0Q@|Qd%}=u?HeNRcZd}IxdDG{0QtRe?xLkiOKll62nz{X$j`bgvX(qzq zjX<%UnB9iMI^~#b40X=co1b5v_TBTKUc$N~d3_`@u2}Q-64q*u2 z;Vl8}y_Lis;ZOs>5l`ixi~3V>2X4Ifh4R5V(6}v&^wr}ESP#ardNh4cULWa%T;h5Y z>KpZ$oIhC0X!82%jcg7c>m}shc+KaW@~VkuU8M3?M8r2oi=$K>a2!AFQ#pX`*U<#))58`@xzgkr}T=B=7$}vL?+S>K*L`K9aYOJ%{!B zT&uNW#xdDBK|;PEr3~fO@&o_L z`LpA|)%5azNB<-K(f>gYc?6E*u2Ezii~88$FT0ER3~vw)JUMR1jmJc4`8Dfe=wCHG znSX<|HR=m|sQhd4hVP&^9&0?Qm(h-VL;EGsp|VRe8xSyuTnn#kze*ZP6c4KgRk)d9gi& za5a7C2Uuqt(>XW^=qhnq=;3hH`QNm)T3-Y_N>ST7C$wyXM$|~%4zxYv_zp=_irrY zh=x^VWBQN>0T%W2t#psrglhYvST2hA^|uFAZdaczcF(XY=|psSb@XZF-Rt8A9`$Om z@h;m&jIKJo#^ZJI>4F}sGSKOEA1u?ePhq7a!%n%bxyObPebcq`venu-S6ct!VH7^RTFWbGGmhb46RTpZ+I71(&f%*sNDJbD73vz8U~W~%xzW{M_}-JBSpQ> zyR@Ln{KdhU!q{P=&z5v;o@>k~(f-PES`N!X;b>1QI_CT*X^Nxs^}D-IG3@SmRP(v! z5jK)jbkp4z?B1jOjMj5mDWU8Hb^R}R&e09hhplUK-Tiiw?V|7|Q9a(pEzusg!)_OL ztsn<-^w3u^w^+%2&c5mM9AnrWJ!`!^aBGApznT0wPkvRXT+A8qIL5L%l?J4}(4SkZ z^MFJ96HXhyWKbc#&xl>^Gn1-eHEb(s7DzsJGaSlsek;0JRMvjSz!v# z(V+R^)eU9qIch)LNSx?4F|i#O}Sa?N`CJ_LG@`e)UtPZMC??y6@xaX-dD0tS6Aa z&|gaXH!-F6qT7FvA94H7#`3Gx8zFXo#dMGQUooox3Is6@$Y|iGT_0IwwdN(q&kbfX zDSUaOt9!=emv3K@{=un6SqjH^B%|u%n%UNU{5)(8n@-`IqE0%0?%adg-<~_t_Ywqk z`8yQbm%#YrU7ZfrUBHG?cv_!zj`s5743IxV_xtvb{m&BY(wXRAE8BjZNPkx5CFy$^ zf*40+)Na+FcPxI|&dODW9Tc|*hIp*rJmHPzT)!02l_sd`f1Weh&F`g)xDFUoIpj$M%$tOG_h7?*DQX|}3w-F_c4UK8VYlXIgEtl6MhUsj^{ zwFv6;r^BUe^66#J=EVo5Mhff6t5)wDLz;{Ft4wq?2|~_f)G6QMcg!=!q2kys!Q%E` zzF`R-zxB{=UsoZz>I6|v8MRxp?Gf|5)2(6ov}=X@ugP{U^^nE&MgCQZt{OpO|5rbU zxTsvma)j6Hbo2vi&H-_tv{S z5A`XnS)bay$hAQHbL+yqrMrkCrKx1{6@PDR>p59PSH*4 zAM^L`#y?8HjDIy+kPGIo*mgwzjDC0!gr1R6yTk#n7(ZIBV=*K@SiiPZVXLppHY5hBz+#ak)2{j-HIhRphZ~A-YFulpk9X?Uwae@&J-%31wTuAU=pXl5P z>dGHp^y4E5)|1#Lfb}G8Cz$e2$%@+}V*Ww_X7vZ}O^`n^|Fe-^ji#NRtMh;D*sLL? z(}*C-Wks#G|J2Xg)-N#B1XsFPp2*w`diviZ#N13T_z-V|=h zw_ruN`dz);}6CKwf|%j^ld01FM_)IkN1x}%z{2T z4o*{a2}AjU!UN}wX{lK+wywHI`i{g1>*{&4JND}CgT*58zXS^gX8ab4v9*zmY+S4s!_ zGrImCKcmlbwr6(#^FBY{WMyaoI{3!R^~rE;{~da1DW#Ja1+%Eu|8>%|<$ZVrD@y}Q z`8DAm>*v?@Z@W|cX#{op%fI*1A(F$A5+}}fzs%AR{lY3Wo(xf=iDR8_Zu56tgrTc>YhI< zYc1rj7tswMsO!JJZ*M-4_%WMH@*CHGz7%07!5kov zy$?wbUPw!3rO(u|M3k^zp1FBj_*7?ij%b7F#}I;|KZ>l_wSw_g8 zt^A|?|K0pA)CJ`?o*xY(zK0Xk>5t(2yF(=x=R38W`<)W|x5M2lXA0O>$9DcVJS~2^ z*a5MB8-23lA4|r$aLUe9e$Do8Mp8nf2>}_mj6G`pVJHa-znY61RNG54j1<1Uiu<)I+nGCspP7BAc$;HwIiZ$u^kWji+z7B(V(R@F$2yVxU|fOxAli8P zG2wf9JC8^A*oT8WYQ>A|!ulg~myri=p0s`bgnZC{;N%_O{piO;f|zH^Xpr~JyKFPf zA3&c{>mf?kl3aeY^`lw)nLVy%Mz7`{7J_*-oWO&xDfDA1L0$i`NN%$CALTF91^fHB z229aY+<%Pv$2R^g7VNKIzW2J+X_qD(`A?@GiwNrEH!xB67ZOB2l~KQ=_3yIQWxdP%>~n%)o;UGE@xWi=e-rv|2GPwX2sxM0;KqyY zvB2E-DsS&_jy0h0rOS>j_*$!tpbwz$e-JdzKZ23GOpicjddi3)#R&4D4%So9} zit+CcONro{6F3LGS^YtOqg>+rkP?_rZ~;N^DWl=jJHBKwJMtc>lekape>QW?EP3s@=(61s!h9&0qaTWB7DZ&zhIFFW5 zo%gV(F2yN4i*n7dVT$D+>8g)B*)Bhnt=PX+$N!QX-bYc2}!sCb{LCCa~ozON*xKmT9z@`aSA zrT?gUrNV{vv&))oy)S34%qhBQ`)?0L_d{L#d~QU+CRtq0sH3^-L(G9`o9_fHJ5Gb z*<*LO*gq2YcZh-Y1UC@WjsG#}SH??e>HHuYg>UmdTRkq`_W3)JiT!)y{COiq_>-V+ z{El%f_fjfuts!9JmU?K4Fb^vl3 z_Z_kSG;iM2t4)t+-fM%2ZYM$A`ZsiWfe+Hw$7No$XcWb&QTU(Io=uMmx8Q`DwjbsX z;LA9F*hL8)Bxsz!d6gS@uF}LCtTKgzG=Cl*}jv##Q1xL=&lkpo}YO4@SoGu{V2ma|LwAc zfr&je`Y@t9PY~-28Fk7V`JCm+a4F8W(q4xBxeNo6+CJ?o-(RHoX9=DosGGm|9sTXI zWZ4{+=TXLGtR027xynzJ9oUf*`k&>;w)PJWX+s(IRLqLJME)1(`$d8}{&|}XiBg_$ zhmC_B!^Hl#ch*kV8((fD=*{x~;r(&S?-Iew1a;%bp6ypoF>mtTQG~+by#w`cmOqhM z(67};$Xz+UhtrQM1kq1qlrOmcQ3|EkqcTx=DZ}egX8D`-e=~YD+u#uBf1{b#HR3CR zAj&DDo9<_imGaU3O^mDS@5L^?7F>Z-bW{0rp!q-Q1+QO#{yP1*K~N_@;o-gysoRH% z`&&l-Z7ctOzyFGLvC$09EdNm2|Hb^rsK0Mfx$hA)>Yvo3`&iN+yeD42@&D*>q;Qlr z|BNEKy99OmNAX_0;y`?veM!-*B!#~l-@M}EBaJzsmfQ5>4nbY}JN%jE4eNAh^!tZL zjx&ra>ks8?UA%m4p})+^k9@M=hZWwb$${ENubuxH*I%~L-wDCIRy8Bm@{cA)VhAFh zj0XStKAIh9Jhj)iHpj*Jfpgr$xrbg<<`msj{t*xJPviZW`xGITAo_`n1~hwkTRJ(- zb7b?^7sdW-+D-W;9f)=06y4_hA%7{I|6uQZW{K)&t1I_!2lic<T)LGm4FI8jiPc^D5U{MsRhTvK|NideO)V1<$+k zzE-n~*~7^iTJ!#(dLMD+Rb{gV_ff;in!P4ppm+lr&Nq^^|76)2!-5Nagg1jliZfVm z4z+^oi6{?nVfIAru7<-}8QvIRJ+0vo6XUkKS9Ra483TQU_4Eqmtz~$(aOA*IzaH|3F5&xgdqaBkX zzVZ4j>I30OA8*BXvR0`4R=nyxq6~i}w_o_jKE#jKzN+_#;yjm}K)coG-$nRVt2>Gz zeMEh1Aspp3wvSpK2O$qCKk0|&<}X) z+Cjv}^*+!Wuj`5HcLr}G$NTy;~U^`(aK(ux^aEAA?5 zle1HXaCrBK4}4j{^MyBgd#KA>mg!_S=&Cz;TXN+;?{oAiR^CnE&~Ip8@B?ocDh~Mu ze;6+`?=h%vls|cWWf1jrE-`n>ulpH!U(lul=zr%ae4WzXr9}H%n`hd&q9Ps0ANmXO zO|D=1o z$x~6DUn!rv(C6^}g7QP2lJl#{kMS6JK0S(+y#FG;J@2e|KdU3^%UIv>idmtH;Kz7O zs+PZ?2sa*M;#d;=8jl&({7Q0!H&(pE)Z|w2JSTg1DSrKWQ0cjqXg=T|#;4@%hw{KX zTzSEd@mMUm{!V1cap-fjzb4Pn=a>&c-$0(gKiUW3NI!XaYHkci|3v*GzKTO1xWNGc(Er#S1%~nlY@R0ed)n5 zo<3VUv-~0d?!w#6ctwA96!L21$GEMvj@n1fAM%Rv(vBOw^%%E>jNTND`5Ct{RPR0| zgttM&hddbLqrFgX=r6!QkNSiDd7#Wc-MKnnrej!nIga#{<@9ZBd90+T3rG6KWi;}` zd=BxF>%$M8hq+wHVGe|x&~@MTq(bBi)fbmrJ~$LX_fcf)h***8+~AGN%`eZ9?EQ+vhq z+W36o{w~711a=Lud#KCb^W(q|QYXXP!VO0B8(F`KX5ENg1MHq59XUI@gY9D(PFJwI zC@I!SHH3En?3&>8LU%eGw9Mh1lxL@Jjz^KZ#qLO|&C?vVJId2BMa^`oOC1xNt|cht{K zIH9Jyb7t~~{)SyyT{--kR-VZ+Ojo^2l%))P74H(-=}LC`o{ON4|Gu%KZ{~POWiv@CK+?FttUo-0fGkUdpLPPRXJ*mqW z?R3bDzAfob=-K5ZrghtMNt=F}(PyFCVbHTFy&a~q{Wt`2KCn^7hQq5?=Tscauk^#6 zAoRG5de-wykStXfMsKN2C%m2y0&PZG5Eeo#jC7O++csoj5n6_qUKTfEnApIyx5aXzfdf1;2 zXPG)?p4P2rB&$T>O$$!@`1hs`LjDWUcL#zx{)3Bn-evKRRwnJcxs4&bQNKSLtZ&{* z(3`a%B`a<%<+bYlyv;ej7p5OY2%;a#C{JBBmerx#d1#ks6+@Qwv@g#ox~cx@Yq*_b z^sR0i|G^=UKjZdBF=C_y7}8*T{gLlkSUOc*O}i5`;X+ zsP1;|1@X3(YTcP~?=a9G*!H9BOzRKvP=0k9ot@*mS^e#y@fYK_z2SCEDM|?Ai(dbp zES)6H$`x1d_UA~}nBpZmWzSi^&Tk_B()7IyL7n`#E$I;|jmX=!{O2b3#O;*EXWgD| z%q7oX=+BIQ#Do4aE;}(Um7|Ez2QnJuD7|96=xr^`p9U*$Yo*jXN|<;X5X%YhWyU|` zAN6mP{|b~)O@f%G$*99azqjm5zcP>3vFofZg|8oftix?*O@BDicig_y(TA7alPDFV z+Y!zbFCgPjF{6HM%?Y(sq#w{v7{}$$ep_#EWkGbhjQR^3@3!XciNb>3to+CaDd`g6ssN72k>gJCz&j+oM8dVIh`Dl7Ht4Rtl zqT#d$w|`kE^7kOR?gVxHKk)F!wNjDyOL9h4ie&R>!t>RDR5EXJcOBMG5NWzjnPkzF{64U0sG9KE}>d zchyiuP|p-&+wxJIiR$jKz1P(8kU_fwFhU-4uRl#{PV7a*gJMTAI?2mIQV5 z@r#S!lST!+I5J`PPGMafad1ogj+kyD|7JwjoFL>>M&n-$_#_1uD6@D+=FMXN;Z~{* zmEtFM;}qSr{>Y`* z;RWk?ZSD@7$W8h8ue|B^`DYJ_w^7Gr+RX8IT@s9*k9&oV6$))_G`mo2n&_ZIYRiLM<% z%yVQkE-2tB3$1v?rPy+RVV$u}e%da(MWeT^{x$33iz%%Cz#GkqZMeHd+%BtLr}N-U zYin_0*R=i8#;kQ%#T*lkgw(^hp*<$N;q+dFV{5ujOoe5%|DWi&YbHGvOj*~;K zvpf|3zO-BXj3(OtZzuZx8$q4^^sN5iy`+8)6YDqik)SG^qMMc<@lbx__-kwVvrt0D z^7ks^@4N%)^ru74d>>iPnELO!b-c%F5`jI-@$uC}&AV4G`aYOoMkFkIr|Y&;o_}Z0 z`mKrlwqSMo-hA+H{kjBb>$l$Yy+6U68hy}DA(5v&N%C+2cw;FdC_BE~_I9$KTh^9h+^&z^x1a5(!?-Yz7(zT54L?5qiFApq>o9+7Ghk}@VGAnToIk7!(Ep6qt%E3E zUxL39l!4+Mp+A4osO6y3!n!p5xe=uX7cM8-&sO~dxx}$CvN5CIXmY!J2qiR}psxQo zIqryLL*D0pI%47#2E9`2@u;^aH)+iJO-j%c>kzeQL_;u@B% z^k&xe<0+wu1fl0-G;r7Mmn^K#%n1*hMGE=7(3{oY zKkMIYHq-wytkH+IEv|_5OL(z2Q}#`(DClPq|9=q7O;83wABMhV@lNXguPc4uk;47o z;Kox*Z$JH~n7{2g`b&{h`jS6S^j484>Nj|t zqFY2TKS3EN=STaBwn*1v>@|jQ?aqf$rz%d<)}LnlPa*HR82?o3?iw7~n9=*w{1@el zROY`0Y^Fy(*q2iEmo|T0N)eV3)Xjf`>P5bhybfD3_pX13ZK4I=n&$_CPo9~?DY~it zg?9<8pN-b-%PFCw1R-ZK8lH7noYXA5quY*Dci2YC-{Z>oE$tRe;uPJof`05IXw<*6 zSL7-Y)g+o>e%T@KsF%6tYTngW65S?(c?rrux&L!#^`~Lei$yUn`d;p8<;pcLwrl!#HPNjlSdgF$g2p7hWOu4fJD%}+ zBr8tev%BYgvA%?d$Ulg_uOX!DmT@w%QupUBMk{~ur1D?Wvr(W`7} z1DG!;`>j6`3TA&D0t5trlL<=9O=7wWK;3dJWW}@3hP&fXDk4qmV zb$VQA`Kap0#Qb-0na-1a%s}TM##JG|l%H+&ANBqEiOjqX zP&x+*LQZ8=**}N;A%EQ8P+!+G?>|5E?n?K+&G>Ig-uE`U@qx69jeZ=itWM-b<;g1%|c^zs6D# zea4Nsmu;*$T-^UYMs&vs>gq4}@T)u0K+kWvZlBa%xBV6pl-&}b-QTsf{Lo*j{wTsJ zJBt~87hy0BOma&;Ww0OpmA#2u)^UH5}9Ui4G-$Kxz zBfifQ#5zMpJ@?#wC$0F>YGS~+2nIb}#^e0<^hE~8iv=c&FEFOL&f|w32+-6(=O`E&mL*(Ir9V*8@+b86mo8x5E3>irm}=%)G;@z5`f`@gp-!X1LSK_Kgo z_?59zlm1R$((FIOG9#XK|K(k6j%c>kpTz>XFz$ccrG)Mg)U|(T;DkNw-Q5ax{eQhJ z<`2E+Z_n1YRWY0UPiLC{K>nW?Ugxouf7GAx{N8HDxbTymD$YJDe5(7@Y;2Lu`&_0k zXt|)I>>?*xbCVMf(jL{S73AZ;virH)p zGON$PRktD42#;f!$ExiKvs}$=7j|k`uZndS)ic&12v>2KePr|P!A?gRPb9x8CO2jZhXH;`K)v=8hb5YKp@MNKce z$TxZViEJRro7#SiUJ26m#qfS=^@mB@_ur%_(iFYYH`oq%w( z7jV=A;E%$SoAtwNzLF>}+(xPS+Y2{QMjZJ7BHVbNwa&LHBbJVz#GA-&dI~O{&gb_z zG;!>b-h8?&pAo$$@@wQBzkwWnuij`OuWEX-8 zyu5=%cq>@||H$c0cpOvGyVOObk9&I14@$ksX70d|KI#+q;VI zO4TQIIqshT$9X*5PO16l5&aeY0p)<3B$NmIqP_jh(UmlH++e$^rW1Zql^z0B-)~ zStm%sjanYA%-du)7RluS^P>!6yg)vXuM=lym3i+pnt!nBt0O)JePGXH9*yX+px9{M zgxqkcZeQB-v(^gsZprhI+axRbjxDZyv(g`1bBq_5e?Xq#h6DAT-0c(eo91=|ZkC`w z)beR=YgAmTKXINx1%-T~+~T}}KA=8Teo$YsepU7}D|66Ui?_yG8>i5I2**A=b8x7HncZpt%uL`62xyha-LT4}^nX;3_|weh0t* z$<0m9vgh;s-*9uY_n+L{>{Z>|@N$})n_#L>-8QB7KL1bb7v*~lYexHL$~O9)Wn!6+ z<@X;%Z``I&9kg_rx4g~fO7yGBFK*jup+=A6i-7O*_kHR7i3QqEjGlTsnr)?syN=jhR$%}k9!S5_BTA6(kIExTl~S0$c1;;- z9hsPwAJ=3d7wR^91(8468`q=IkL2`YTx0J_BckmbzP^YM*SwQt=cCo1azT&wg5E%V zSozEJCRWPR`v=FY)(G;S8UMH@20dxKCT2#j=3)_M*6MIsl;b<}bw2u_Ye(M$(lhpg z%#0xCn=^$Z&YVzD=wGw^y=a>k^{Q_377_WI(SuLuX-vQH9oMgl(g&17Mgxx(Sipk2 z%#<<=c1$HTmMqMysC zXQ$b3*{c;p$4uFBk9DT-x$*CscfY5ZnHHz-js(%4Wz^wx#kVZN^HBZ~ccaBM#dCL( z+!B*I+FX98_uD>Q{}?UIj2BxUF&ox_Q+B51SK~zqHxpQffxaaDC`Ax*BBSv+n>~|C zrptBr@!%uknvi$4u%WIws&k5Nnm^#F`OWpn$h$^Q75*0%clhigv6uM@$F1fgeT)Hig(HA(#(<^uhR zWj94PZGXf|O+Wta{15VDq_0fra)P?{4{mtphV<_1<5DeLB3N~5fB)9)CO=y^8qqCP zh^_`fjN>w@n3=@wnbo$#uP4|93U4?s>C^G~-9`IVrSH`U>c_ul{IlfX-e%{LJL}mX z3Lg>>7B=OJHz(Az{?LC=f5!e(of2{;s2hL$<4eU$K~YDRRN1;vnCb8NWzp|xrrMsr z-K+O^5A{4M9+4?|txxKzO{>|=Kg!vOek>yI-uPaVeqesAYriE`E%DMxy5@=b?ZP^v z=Ds)+1A&5mvTFI23b zjPs8=#0Vp(8$W#fhu^0DcfkdE3EPOa@{f3sA9en#ZHw5(zjjU6xNYuA8F&!X&!1kW zj+4qyoD=<9(Oc{Qg+H_3pE3KAL7Y&F8~vzH5dB<66*I}TJ-WPD_cdC$2`wJl-0s0s z?GezrL|2a>*0WanJr&IzZrc8c2mP(CKMUGS@4jQN zdsWY9VdmYh=KPa6oZSSyJ7v&-psxPxewzAL%HG8DudjdK6>feavQ#ZT>_`JaZ`OW~ zZ#!RWGU=X}|J>f2H?rbdZT@3M??8|6Vx4>0@Cfh!N8Nh|RCP4}!xsx0OF}Hz6+5wF z!-npPT`Z{B8+MEhOKh>AvBwx<@1jv-m)Hw>utc$=q97KCy$cpZP2#)vocZiI9K-Ki zp67Z0_}+i!?%AE)+1=UM*)p?DiSFhE4fBW1zuRT@*TM2L#^1ldexUf%ol}XteJ*> zY$nUM!mqL8Rk6ssdu0C|JRH^L%t9vdTM*qX2^#1B4zH3~<_rVY{yJ=@)Zg}WxckEO zuKoy^Rr!HcAGVD9=~r3c$%j{mFD}_emT!e0k=iwRqSu$;FoKX1BB)-oyTC$+_+Ai? zn9=;1EqUSQYoX(1`?n^%egv_O6~Uk)MSoM8o$2~;;?X#En&O{??7i;4XgH^!tquL@ zM9{$h?k;u16}Ov3(jOmqQ|jN_4%(IWz>%;XO26jV zp1yY=ScISeAzKq;S!BOmC!e?8Am!Ke#@%C&b#mOzUWmv3U)CmUm;5_s-@x|X7n*Ps zW5qv62l=NR=T}K1{>?D7pEiGq`PaUYkmSNUQvp2)8u~w^;%|4@n`2X24SR8uK~KMQ zW_7^WeJ!P%@GgXh^%({2!2i(0plO{&(2SN#B3MH4D3&aJ!k4Rr})+H;hZ^Cdhs+b=`3@C-k4DKNsUvU7J7s z=}i!NhCR6CMx-+S`)a(-vN%?h;%$ejj?B_X%%AG9Z3o_yzV{+%=)cf6?ULDrgx#ap zJKvP^&xi}%rcFBFAfeCO^f9lb)l6R_%WP(rnfT9*_aVCb5;VwfUb*NScJsW` z?lNvSYU(I?%UkeO3|`W{Ho zpg$*Utn!iNoj&qgkEU1HK#E_y1-XTbNU zay5Ysni=F&Y4=G6K6|?PRKmAMx=Q-3_$NH)kD2SvxFF}>f^&0J=sVbt+w9ktgqf2S zK9OgGT*fsVO@4Xs!IWUg=k*Wt>;Hibp+{69KVasNRx_vcl)tuqaN!hmaQ=!6gZz;C zKbbjM)jyv0FHpYRKUU?pwV9JjXOMFplrN8W)oU0v_;9Mo2!aOr6W?~;2c=`K_a`=2 zydn9w_x2-eo>uK6pJ}k7AMNy6`4lmd;ADaZ`Nf-bc%Up8c)G*ZpJFBd&+g{meRynd zY3B4D;f*6`px@>6)Q8H=X?qq95c`L26hD3YwCuwwG?(+&DEdB{Amp?NZp;~(pp@9v zI&Nl(D0xk~DY=9Fuba8b{wFi1F_h6*f(H6S7XJBE$y><%V^<}Dfqy6N z`LwV3>~hk~$*TQRb+c%nzk+=n9)I9J^ZNOFqI)7i$Vm|luI3ge-Q?h$B5_LTA(t99 zkn(>#;Y}czm!JUZ{!iYOG1Cq`KPUI!cdqt*^w({1eqq0tBCd^C)xR^D37}o~ti0DW z)AEwC|E=&r4(gBV2{5yrLs!|7liR_#x6usegdY9=dA)wCC)dmrT`cJj zjP=Qs*zlq>6Brqn_41HWH*MLF^O%frQ@&$6Zz zfAa3%)wZte#3|@7|6~2H?O!yM_){sP83YaEFSyL1Sf%B>-0!ZgxXQ{?{QUP@Gye5U z3yD9CzE3BZji3Ny*2KJE`v+-m@-Z))-Q+vg{}Ep3KfLyaVyy5(-X%t)OMg|4-?2BU ztVr-Jz=1!L{>&oif(UVbdFJ$MR%(9Gn!sr{<^IFM`G?jtiF4ddM-rVML$6qh^JCKg zt?1Xt+3$sY9jU*Pndpy1?;L^#`JHXc#5lHO^uM29LH}{Ae0~2t#rdZL`ahlt!u%uk zchdjo65U$}8rF}&2QnwJ4cD6m9UU6W7E=7J3_qR7zDPW?LHhsC^nEiyv;2z8{>{!G zeJ(T1uUU3im>l(Spj^KP6W)A+=qC}3AKCnk5?1@(&u;s!%Jui$4NZNxUq7k;|3Y~4 z2<9dz0KaH^p(M0Cl(?wPHYq=%KiunGx<)N-BR2s?j+{7(vBKBVh067(ecG#* zxrUVg3n-(d1P%2M>Qm!^awprv2~VCxv(^+}In(*>wX=))U*$hnj(%B0@do~L8{BD= zvf{zVt968%$}AM$psIH#KD>(d%$EcDKcPuCYq)-9BmI9dC0IhxFn(jcFS1M7>f@E? z$(&PCe^}DuV55!;%Q~z-qkPQ&xYmhhvaH%4_iw=enw!5&9QiJzKPw3u(IH?FY86u&-vUE9~I{N?)k%C9X{W%Bqf6CSdxpqr^ZC1=b)c@Nl!487Zb41X$R`yryT)+mm zxHp%io8Ki5=H=WRF80r8{&B4Sp(F|Th^jDrmQ+ZN@=2x=sp2$}U=Tc>t zPT()-k=+MEjd&kB+GL%W#LU-xHL;OSl5M_*i){ssJ(5@%)q1TL|6Ppo&L>9mZDifn z+P;1j)(rbQ<~#Cr#(HF3Qc~fcVQq#-fz8)OA;wZ#t7Mk+fgWwSTuxd$+U!4R z9q@?3x=c$CYin1T57d3MhgLs4a-8=wYZz=#BqYx6?Qy3w|I@CfO&Te!iErE6yZA6^ zZ3+5N9}KUQ^pxUwRQ$Mo{;U@$t*P(X^ZR9pw5EaecHuuCuRht*PpgNp=BV9eYqq$E z7Sfs|h914PlV|S_^R+Oi3oZL~-BgY02kW17GHkwvwQhuSSm?`WD5TC?g9g2AKwH0j}p`^6F!+3x-HNwD0J-{F4YaHNLq%&W$*g7Td;I4xG zHEX~mU$Sm*Ox^?ZN1?&b=4%SzAH-|cY?UPhYA z$+N1~Nxo$LQ-!}=G`eEpv-P-rR16hVg1*o7%Zlf8O0LETI}es$)BNbMlPiC<8L_FvPom$w9Lmpzhpnovl z5Jr07Yx2J!->c4tm1sP;n!?T;=~2JRYJJ*E`pwJ&1H8%yg|v$qNG1M&rbf`6-1 zduicPQa&K8)u))GD`kJ_@?GQK;wJ0LB&M}jTW(jkgM#`~`_<=_XuNk;y>ry(@GgM- z?W>0T!{I$eA3vxE_?M~Hn%>;YZXF)dmCASLXm6y~>f~hr?BP(J*X$- zhrK!M*49Xm`6{*aDdW@0`A(~kUO$wB<(1aI^`*R*%N|OY(%XPD>1Sm*@&VM^+nGcE zL;Hgt5Qh8(o|!%^>@M^FudFxwT}vqaf5Uon&A(Z1t|9A9cinmut9z`H?ajEg)(0h5 z*WV{}7S@;DXj@>zn;gGCeZEXKBUVLNU160g(8Hroy<=`)7cIEw!%0@co}u`i|1t0W zK3$s2-7DE0K#^Wf||LuU>Pln0Gd5NM&v> z+y1j!{aLMEt?;!{!sYJuB-M$F2iLw^m#?Ku{qzm1(kzrA+EWBQyxSzo)pJgY*M=eI z6tt{A(t%H)7UR2P_1CRh?LHdLt@d)b{ACumAF~r7*o8Ile|%`a4=mg6ER~ABjbk;b zVYo+|A6>HQ*2maY@u7SSyZ=Fd99zJyEvr1@$cH#qiSTE5EUSBA|5C~SIMr)J_~;K2 zl%kohJE}T1j_`cV3BtCWps}Md;xkXTQvi=~0?I*v+!upBuD-9bl z_^z*xk6qa^gm2iramz9N1FJf4%Z@G^Zm<)y-8`dCnM!vq>5p7uycZ#S&?AC;+fOgq z#tVDOBnl_Py9xh7&o>#J%If&wD|K5#AQ{GA{)@l;qOAREK-V9Czs}ka{>o3|zv)nJ zimZPwDi{4`px@@&`h&7AI_Kj)Gf%RklA0|7@H5az`GC zkKJ0(ZIE9fH_ClfJPuSz9#G&9c9;r${%F9vDlbM!d`I~o<42pu^kuRY{_e#tNtb<2 zutQXS*`jp^48N+E4}QVvxS{>rI%N}1Mh`bQHh0f$_6y;Mh2^OIU7l|x{owZk6p!&F zf{`6}K4h6`_Y{0_P~AP%tv9UbPd>djYu!y}Czg`sTj3K~a-J}&t%WE- zVS=Dj1YHjEx5||6b!O z+JjSa%l=0?=p~=2*`@~ghr)yxUMr}>?a>vYp)IpS?5IQO~rpQmru!T&=0k3Jzb4<6d(E(mL15qEd8lW5PTwnK~dG#GmoSe zKh?N%Tb_Qb8-1u>$(y?TC`Wje2tp2vU}%ZE32Zh!@`8C4j~t@@xYbjE@G+l=pzo@S zi3*&QV_eAFTa@0a{&-{_^4om+U6JzfAP6}sg6i!v_f(wxf_|&=DcjF)4^V^^eyX?6 z9mLm?>5qK>r}`h-AKS{PS5^AM2!hWIqM{= zP4T&Z@^uZ~ub zLH#Z!E4=clUTb#Ek+;|S$M5O!SN|@Yl3U6zc#nYoBX9pw23Guoav+~nXNTuH$@0-I zUX;)ve-k=xdBw(&_Xn&m;bh%W{`aHXi|CgT>g~nivV1H01L*c9$W453`eFWK^H%F|=Rg;Pp3^X6|S5^a+e(Xur_R_YQ=-)93Gcgy&7r z!2iLk8$D2Jko>{8lD97?y;c4HSL8qgv9SMtX1$(P z{Tp?#}*q zH$j8`kPdkEG&x@dMv8s{Gw%sRd*m&LgI7hQY_uxWxCH<`luMNT6 z1O*6x)ZlOZ7Iy|4|9?``RiA3+2CkzXHsqqw*FvBHop zdl<&Wul=&;JRMev1K+BA=x>mpX_en72lQ*(?d4?o?I}SAg4E4ws9e3Na{mnU!-*;- zx14{G4)V_|KdkC+#y9IKT<#NoHa?1EtAcGl(GMgb4ENC*nzdp8KEaZ~v+M zfLt@<44Da!}=TY|L+|6U$tiW zC4L}fGy)mw@X?*^35tJ@>xCbj+Rgr;??G!lpMFzuFh?@T_2KlvpuYqSI{29R_Rlmn zXQK#Kh2pOqEgyY;qp#$DEBc-HzX=^*Q@?#(Y;r`83qLiGnl0ph15Kb!w0-9vPff-2JOHY#znWIlB7Ou~^-EgjM;x{%@ypRi4LwB>XOCYegpQ z>CGu{R_XY(Xn~H^N{6F zrF^ClH0+<{9dI*|g}Y}rMYBzRyO^3^;Y;73-=J{(D zC746d(0(or*F2Ns4|JKw-)zEzd_+GB_KE+x+8;^=vYv+iBCV$h&#L|AkoRAVzhu?> zZ!u2jmi(us3zzzXdHnoD8OL;o6JLVp$!G}Pa}QsbT&<~05-Ch-?g zMhgk*{AcsXb@MR`qeluM*ZkB+3X4nn9c_Q`pVt0)W%*Y4*ndF(rFH)S^9Sl>oa{aH!S z(Eq`u247|Vru}LapA2%SF&DdBHuE> z+gs=^gmK$b8;1JrU-Pv%kcZ`_`P!OU4K`mZ)AEP4N)pSOuII`sd1vu~V*l^?-?Mo! zmuofC=a|J4#AVv0J!bQY=cccD>phH56#GkFZKm>8sx?U;{Igauv}dC-BM>9|3bBv@aCn(_D3~OG;}G^ED82f9|HYD392$J14j2E7kls zKTKh>8jiPXV10yZ4rmYav4wdUYStF+#D8wo-uhc>0&u%IhdqN2U1_|y^ICMf9rfvDzy973x7{DH>-PTg>>_WAgC5X_ z<5Fl59l-ZuZFK*dqa7^E0N-D zGhscU@=sYwzq$XBAIb-PkT>r)+239Y;s?Zdu{#Ody!qCv7w5Rub{A|OKDBzA+7VY{Dsqi^LFdH+#K|$EZ@V_U(Pa})_ z`l*2YZf*}Vf0glg9ObpK3snFz(tQ!!YQXc5_L;rhv&$zOo!4PSUgxmk17jOH4K7_$v zs6WEyZA;WoD-ZmfL$)W{2kFe=yXxD6gSfvs-pa}L1pmyLF=*1{R|BQBL=CdO1U=e( zR!>@^n76fd)7xC2?K?h{I9HU#^xznq}j)v7!P*L~IO3Pm! z9VziKjy0v_-;58x{oZBEGU@vUyE<518deXy@An^-C1E$c$}Wu+>Z?}3{W~6o7G9X+ zu7RdPXl|91xK+K}PtCHlZ&Xe$6 zQJ^?IsT7*PJXa2N`ufHVcAS>0hg(fuc5(Gg^1Z=S<3T%0X~N5|gjdpv2qPBmfFJNC_ZP$%q~YtPn7hdy>aSb z*gc7VF!U{p-!s2&*r&w|yA%_I@x|RoyACVd}JP?fXy5 zJv3|>l`~&x<4+q6<$@;Fs6HEg$Eg8!73`nww;yVx@^+P@zJokc^L?xGkG1bzBF}XD zwUp#v>`JN2G?5tXDgL?~=y->nxL;)XnCeI6+eeGac3-`^eMxFRYu`^OAL9hm3BFtH z9;E6!j_RL-GBU^wWE~jy;601)r@bA9arK~T_ss3bHr3Bj7%!mD!2fS%&A-B2Ot+tF zdA+*q+Pw(1KXus(ylEJY0kJ`q8;oP*!9 zkeWGG{qXX$UxV7wP4eDJXyfBvr9N|Wo&j#Y8qEq!M$nH)WF*!y0@ z|DL=6;T0xm0RA%gI`7Q*1#;Cpvo5}HG z#XnlMp<(D3yY2PZNeyWJ6;2&YKeP44x#_;6TfIClDNu2i_^Haj0F8b}%SZj}zANlcecNok9irdr z_O&}zq!K~s5hAFzUvl;Vexr8B%G(F|H{D$NQ^o<@sY%fQd;5Jucpe0yPuTG{{QaH< z%?v1!EB`L`9mO~QGc@bDYQlO+tm6Z|8qLel_p$^bPest<&#kW*Psr;Wn*6Ku{kbWk zRIOi*3F`-S8*P*&|53KKp7dweS-*rXi@RyQpYsjn<>-5Pf|!p)F!DtH80I@{Z^DK@ z&&bou>8^Lb%D=BVx7pWOfo&ZwA9@nDRcy5FRe{Q_NYF5T6P{eYp=6`Cn}C1palNm9 zauf5ngYuiQwSj-JEOXTNWvZt?4(cyqB)>5K$kQV`BMaZtm5D&y&N1*$P|Z&Fn18dT z8`o}HA?0_zB0Fk0GoQ4|FE7ZyX?AZERU1nAUzN(QMi6pN1S6I{{6oRpk&yp*J2GwU zuit*a_78mLS&jcx<%g>Oy7B5nw--UfJmztfy%athUv_ZI6t3TXIosHOfL~{oe!1`TEE7Q_qCTw~Ok%ZkfgNvY#ryorn5c@;^?W(EsxEN#&m;R*MR( zO%QsV2)ei}`@n+U^~|z0ZVh7;ue^RdtjgWC#Q%=#&vgjDlj@YEE$MI8>xVM&Yuy%k z-(sL&>Q9s(^7W=L#;FK~7QPnCqJryYcz^GTe0%PTo_9N(&n$eG)A+4Rc&H!rA@Mn| z@8)wXFO7e!Q`X+Tv-C=6MS8oUoMroK*@uRKf8{ofeIB{cigPNz9zp0sA{bIic_H79 z#O97=nszKgMMxOpI5G*8W4dvT{g)7!1W_z zlo`t0{XVrjCT}m*cy#ZVgU=kl zJx$rleF9B?sm$@+vHnZ_?N7(>W4y30f^FHfl^-64ajo&Mhorv+Wz>?Ofqz0*)qkrr zx41oNMgRZi^gBe}{?VKk>BlaW|9`)o(ZKQTKQ^u$>!);!7Q=_lvk z)`ZvQU+Nzp_KF2(%F$=$)^!Z}{oUEo4}UxE_}g(>w&7uJl)wG7qFU?LoPxHt^v92& zq5XqjCnT||sk~hS{Qtk(zrDr!&8qy&L_hc!Z|{Kq4)o^;LFhRmnDFf9m#kyujCoF8 zxyI^}0Cmk#q*1Y%V*ioScO>`=L9_nf=eYO9BfYM(1B6g4|3lxwjen5%od|C#LFkzx z7+5LOYSyyZk!;^pk7S()-=$>M^*3@)kocVm?>mCnPY^-%_RqJjez9XBuCjv^pTBXr zZ@%GT|Bu352nG-|$S*#&?J?$iDqY@c(MQ-yiXZnP)3;Z51#k-5y3(KC1P%O?ymt6y zmTPp=>3xsI$hRXloQ?Qxa-6p;zZ>EC6Ex_L!E26RS3)vsZ%<=hFuy(Bo$z`P#5^T} zs`mp}pP*gG(AyWNzZL&bwl>TQ+WeV=tb8a@OBXTRU5yhIVDeX{nNVts+AKN2Kn)ywV%HKXvQBv6&X&@(Ep+3tHQldPwm=*?mfd%`XS%;VE>59a}*!?x8^js5+`)qDEc#rph13w zpC5LQH94@uY5vhzx&Lu$qW7BDm0HR6A5D1U2^!`<|LZ3ov&Aqbm(ji4 z*{n@CCAW>CKi?AspNgPrJrhFv|B#ExWPO79XDs23BWM^uK~vlPro1BS5v)JWw|^aN zKk$$FdV^#5`@O)|X8Gk9zJB}GJbzB0dQT*Xazrp>@3Ys6ZDON&m+Jl|y%)r+U(+^n z9p{wXa{OZd4RS^9pHT*m(H|NHxoSW5JR_WCqx>NHGnt@)e**W;zQV$3|2GT8pSnLF zYR!^zoPw70WBx?D#NhmcZsAU$jD8?!(7$X$$HbEUpuasY%l-p%X_b z4Knq~SL{iw+`lMXvGn2o7b$>SVhp(eLSS|3iNKr}7W& zXTC<}X#1gjDZi=y^QhjN2pYyu$WC@b@qQRL@4nM5=1=jh3QvFkcVaKO|2Ch#uOf(f zLIl{&%eX^z(zX z>i_LivtA_mvxMkgP7vc%1eZ)45zQLW+mX;q`fi9wzj3d=|F@LzmJu|J-*X>2U0_rB zvu16Eo|OBC8PAORW?0ek^!92!Oa4t&f2V7!jgt_*VK&F!VWLaMfjyG>8I?a^_*6|ehu7;eyjZ>%qttIAm~{l7&-Lg zYu2yNzMF&J#WKj1<(IwNbgNyTJCXbjA-rD+<|HUU;Jmy~n9Gpc@gHkkllo(h>d~Hc zo7a>2=Nd}CmY`w$M&=p*N{OGOyE?s(EiLk>>di^3S~f z*+Av~M$pjy3EpD;`HZ}WV*O_Jp5R#h|3&|?>krPo9OU0{xql$fZ|wKzVtS?-U)G=G z&t|IkE`kR689y!ZiSp`)%bmUtzs@RA{K9I^wnq8MIVXc%Ve#iP>fBV%u|61Xvdj725gKNuwC%ShMG|V5q zjc+|>+GpK*S?cd}er;7gW&64Or1MKh@ugmXM{Ml+?}z4mHx+Q0pjm&53H&fCyVq6e z{r_0mffeWZ>g(@4gcnB8ApiK$?eAHQ)Xx9t{>Wa!J3!Dde}*1tag{Z%TtCvQV>ByB z@qOwJbox|YoFA(4+nevB@B0aUMNj~B|2(AMu9MGOZ;<;}Ga7e~J=RIcZ(6@N+J4Aa zdkltg6k~fgRO5Q(Hse})s@`OonaX8d)R1s4zOGp_Ivd4Jo_edNTi?cQVP9_&%VJ4es}+)kH_QF!f( z{3>!Yf;~xElcx{wEoba@W>YxXW4)87T)h2D?dD}4i%_9 ziq(dr{44b58bPcxL~zWSm=~-`D*8L-k0`>sN)YQL5p=1M;eD$5H}I|K=Vbo@{%c&+ zz5k0Zb8#xpvi-Dl`s+7x{-6x3%11evf6U`2HSY(}y7z-X(f2RjwCcUM^^fY?t!^1- z^VpH;--RXz@<~FCuzL&8$jZ!7oX`C&vE@$%N^b(b{ll|h|V?#5A^kT9C9h{%9YT?IuX;PqjNsj+EAtu0m~FTx*!L&Rb!>kG>*MmJ9P9jh;sg z%RPkU@`VVsYk|J2@b=&%X4i`BW+A8twp)O&rN>)`>A3wCul+4D#N+KS;KN)5@lt%I zC?9XP!5R{8uj$sI5IYxCwXYYImzVbx?bo+TFZmX07E)``%_vVRKeO~s0eZCh!1@wz z1vcfNAJ_f0^vMj@SAp+oZ-B?`Wc^|N3Vf(5NRReIymlR|4dLt7_r2A(7<=+V>NL}W zFSn2TAiUk_$}f$MNXip{urrs}x+!CLA3*)&wQGupH7(-hwP=b@NiW(5{iBEfwvRty z%}Z!DTrWy#vT=t^Z1Y z62q}0_2}qkMO^@S2~V-%;k^pUD%|4 zt^oPg>*IsF%Dqb8pZdp@%VSB(0B=2O?e8kv1NlRqBVMBq^Q9}7$8>~%{ziKtjQmhP zgfTu41_Zt)&zkWh^=;FR9BTbFT9)E%T6ot${*eF3&&>ZR`K^MKzmT7Z*YZREL0@p^ z$X9EB%on=6L3~Pl=alUw-j>(+y|A{ud83w;Z(8}DGK}^>zR ze?O07ISIe;+?UHMlo%(^H*p??b4Bdq3Ve^%*Ka9*{S`B1iu(;#is;(<$JBEnIa|v6 zN!a(pzFJ`e{o~#}XQ4h`d7jKUCHME2v^dzPC zd{Dklm;T(HQ~mnZBz(v3mwXAjNYO;lYJcJ+y-onSqH zv-8OXb;taYc%Z7}AFKKkSvK$q1TXf7(J!En*i=Qc`!~5q`*Ywgch}P|tFG4XC*$15 zFm6y}yk~MKYeTPVp!{m;>l$Lgp|-!{_L=B^2uKv-Sp6g9`Lvt}>@%%!6XzJdzQ3(a z0IpJgIEEi1@0ZH*9jt$!^Bpt1%6FDQ&dAs4RQysL^3IzY#IQeUi#VOYE+1GlCAWCp z{5i!3yzM^aV9!zVd<^Nae~SD>@`Up9W0jb}O&5*&c$?uIDJW1F$SfHy@o}EyPWdA& zf*W%#*}*E5T=v_u8@Jd7ir>+_R;Is#g?)~?P_C?Q7}}!>QM}=N$KU&JMd{U~qi>b^ z(X2DY7m8gu^Vf~~>joIFzylwPq~Y2|5V>T<#qgTjlHMF#o|m1N>K9 zeH|(fr|fJvPr~^tj?ZWtMf`4bMO0+T~p*LaH_7Y1pO&V&>%-cmi2w9xMqEPztGz2@_eykJKvC|KUE?5llJ>1P(0z^ z0eVGgDj#})2>K5HJ&NIe73BYq>isJHevD)MtG`aDDeUFa*nT!?AFlDQ*vO#!CEpO; zRX=aP&?DLJD$f>=o!w2yujUj#?&P+tn_hLK`wec=zeq)j&r47M^?W$+_g|lHntENz zkBYs!PT$k0xhB7aeSBF;5BZ{_+tm3lSNbhE%XK}^FuvluL>zk4ry+N;k7KbgEk_9D z2||w9gS(3-DJ6PpuOmV)_=#Req~w<8LpWc;_?PEP_KtACKS?0Ht_Z#yNv|tv^2gi3 z`7SJi+gj4L9Q--FfZrkaKS(7{Nw2TkWl$Lj#hqN;vZ}L zRPEzv{M9A8>k%~cpIh$n=aqZ&Qr@o_LicO1eqe;h2^s)D^zgXiM)v98%m38A72{X7 zKiw~JtpCjSQ{5!Fj^W#ESRdkG0rjj;e;N=pj31ZG*WN2zcRUQtviT1=f3z(<^~w*; zT2lX6uYbO!`{fw_@_sp$*N|W{f{?Q!=;Al!E!#N1?Ak&R`=$Q&>-4`1%-JXWBdPMQ zq4Y1(nDC*8i=gTsD00Kb2k&cdk^UXlZr`t_!1uC{G_a9!gYy2_m%bV;J#k+rB;KJ$cV*RC#UpL-@zV{+%=>LSu{mv*$ z8V^6>HTeeHMDh1Z4jxlD&rtGj#Cc2l-jg84sR)L@ZJ5NK)o9i1O3us7o8p58&pXmD zTC874ezcJ266kD0vN z=3@-{-N5HRjv5@>np1Lz=YP-zx8ztqwV{kU5yUtXLDfEcLy~9RokJt#{o0~a{;66ZYZM|9*tmj-a9a-TP12$2JiEW1q@T z<$tmNLhWzGe_FQT(!Y~D_;PUl(=WCAx%Ty&urKUDbay0Z=)d40tM4=1uSdQ7|JgSA z<&HekzR)rH_4S)3|Hb;1_7AM^alaA$qWS0gI*t1`@nPAhe&%Oby3qIT1hJnYf&s2G zZYnov{}27AjsNme{&yw3ZUj+|2&(tfQhOZ;{9{#r%2uwQr2eb+zoY9{z5V6-QN{P< zJ*WVG6r{uOig`YNo!)$r!cqD$E@k;tj-&X{A5yOWt?R$;|LLDOiS;Hr#t<~{zssw| z*Ok4uoW|`~a+~$1_}njx=Nq`Cx2C@e`@%l-eKbMC{1#ZTMT zs_v+4ElK{k^1k$a2tkZ95%euq;(^@1Ek^Mtu1x#ASqC4v{^&>F2NN{vFH@JDU?W3Y z&T15QTI%0LhELzz-%Xq!PbSM*e74C`j-~+kK|7Pr5`{L z`Pzf}>*D*pP%j)nQgVmoKl)$tf137x_5BANNNW2h<@i7%WDr3!{T)euLjQn$G3xIa z|NhJVv)X>899+Ld%GZgd{3Lp<$}eT%Uur1jGm@YIgg-w2irpKLuE-bfZ%g~|;nk+? zFF#lC56SO9LKsFclb(Uw+|E(T&I^_Hm-{PD-cNotIdRps;+`DItmsEN+8flMWA*a#y=& z_gr+Haf{P==)@X(9=XPVPAs}EP4FFh{h4O<^DzWR@wdtI9gZguiq11 z5JB*X2!?L(c+H|-`#9~{5i9xk<@IX?3m4K~S07J!lL#90hbA+6C$JI`C!3aE9wlE_ z&+%us4$m?O`xJHmr68X`coPX4$`9G?lBoERe@5sZ@Xv_-U#s?q{sj3c^(QLN3SUbW z>VejpHT_rY|2kH_KK|wWMfpu5IFq1Z{70VZ_>TGZ>+xOb z9eWw}sr&k$+PH6!&>v|3cRJzCAZXaX@_!KWK?(J|)UreGO;Z1;P<*xXh6tfQsPe~p z{}=p&_Lu%~)3kmG4J%3X^-`Z%Y{n^QIsaq*h5kFLuD^0i`8%63T1?QOzwzajl9>O% zFKdnbCr<94hSe+mb5uUD|3T@0B)EVeR4za|z}kC_vs$N}|$y+ZTg& z)eM*W=Wm8YZ=D)0=1*FGTJc}1{YU%1KT~52^JB|1q5;aT<&p#5=QG!%nM(?8QrvQfY3kEH2!q?Bkx}j z|2kTKj0^KcNyqTx<@~Sh-xTFG+W%cj_4S|ufqIJ1@wK9pSy)u?tej8cSWgl_&#(3J zE~U(s<7XM+Um|G0xA}NSD&B9meYpBQj^P0PO@nK5qSwyhl-#zQ{v08QeI^l9&yU8x z9&#<1#j!++KQkfQ4d^S3qsCRo__g%Dl42pZ%c zzr8<-{q^M2!=>W>%1(+;8ozQ#{R6{f|E;0#p#%-{Z+wB?iELuiPB{}7++@Qje(8#b zUuK#o{A;QF&-q&VzKLLdf&v6T4L;0X{934+t;coNlfF+oP$=K}9KydA@&B*%eFH(r zIS~w*Hzi4lxY*$Djs^BJPl_*>e#hT;YWLt2w5_8*>j@hA-=k(kv;z5y@uSV3g8xxS4rS{37u_Ph!??4$D8( zKc)WgHK*(>=YRiOp3io^S}xCD&V>(Dl3#b>HhN!VGi9`mpbIh<`zM3H+OI_9zj15D zmKdo&t&Gb%;KJn=n*2!~CH;$RB|HQF@Wc$sY$M&D#JrdR_b2TWnRs8ss{KI@+I6UE zm{r~3_eD~@|44>c+o^yZ1P$XS@JO-y?BJj)l}9_rN&i4=#+J@lz)hV0Iw=1SF1VQ~ zSM=@6YmumZ~?dSTLe-T6b2c1~`Ldm<>XI19d z6Y_nH?FTok_!Qoj>hH|=5FrN%8u-uSa7N*mkNlH?e$79bhwQ(-gtw2NVg3jX+4Mq* zq4R6Zi%aPI+EMxQ@8j1=rQiO($bKsK0KxPG1yKF7X~7dx|APKx-~V>xeGz1bddZ9Q zYWrKyU%-d_k^9foe}^bR7(vKs5scp$`&=n8qxth40kP6Q&nUM~r5`*f@*nG8+WOC# zQ*oB^59i0IzdS#7aQvd2D)eWQ`pkMOd48hM_j3dd^IxQAmqZqonB&5p3+JT#pJTs2 z_Ns%tKNU`R&~FU$UvTLxLjNKE7VebpyL|7fdR+07{BJe>%>0MUp$4$8k!dH+SqU!vEld@Y%I|3#eN(fEs?e9jU? zJBeUWLb(r0^71cx*YEwiTz~&`Z&|t6?|nHXx1FXxX9ya`A5Xe`TS@i&%x;*QxrSx^ zFVOl4a!J}B{I}~TGQ@SP{X)I+QT?*n1%TK$g8V&C-!Bl<<$ut+y-V*X?(S#u^a<4O zuZ3p5cOc}QyPQ8AD?hdMUlO}WOoD{)FA+sN|y$g0e>=AQQ%D=HAvkmYbFYZ67 z?U(lVMdkh*m1jji{JVlK>7R+@_hrf_y_5FGAb)Jxh^y?A^-eRpOKI4$`rTVPyD(A0g`W{Qrm7o9~!=623HGci0Pk3S7 zKlzn|rSIiAi2Fm%JciO=CukV|f&F|ou&U=?I|q$FE$@F1Emc4LshtftCAXaakPiJX z_kStEihuI{9+>lf%r3eAZ`(ZGZF{NuG=3blf4U?6YfD2+;=h|j$1Q>w=OU=y|M3rT z*)YZ>T;6}FP_#-w=v3ifE=}?$JPiB4N zC!g)fd4HGh6S_sMzEp9jpL}2R86i9;XedACV3AA8!3SlZwQd$G{e$}ro>pPxg5nOZ z|Dpe4UXbT^wEnm1e~qkAX}>1VUsd_#%wH1S2?Vjuv-$e9=zV7JPkOx1O#6@T&|V~v4D#!dcew=CeO6>wZ{er36s5b?*?CPdV9tAF15G2paUqz!BGd)G$~Tbff2;B#f53lo{YmHN zR`^7g4RqO;Z3}YOr}lT|PQ-WV2paU4;7Mnnu?Tvf1o{i!C&BvLvGT)Z|Kt1*>whbJ z)F1PwdH+G3#6%?v5&Z`JBhV?^J?6PRL($^j#<3yP5S3h5LccF?{*c7fN4`Z|uFvZq z+5YK07E$2VsNt{0`i1a)FWjut|9*G*zNj7>PtoVN~`DaGHc%M*{f7a{& zRL}3Jo>t{+$s*+XOLP2HLe@VA)f@gf4D!S6Ug=BBIoGJO%>yn={eOFbf402pTto7o zW98dy(BI*B%u)G4)s*M|^8AkaKR3}|kRarwz;oI0@&#+3{dvt*aW}*}-`elYrF=Qt zt%rYa&Rq#F4?)BDe%vuZi0sS*JI+hZy5H!G5=!!o040ue^3tO zcS`-q(e;10ynieA@74NS+aGD=>+cK8^Y=8#pC~zh$@>!|{|Zw>R3!KnDs0pCA3oIm zanik(G17iNv)%r_v$#J->59;wQUvkc9&NwBJ+J7;K>shInH#0Q-1pv<@C7X-z8fKw zB#3b$lB@5_MUnoAc`^Mz^Lu6~Blwrr|3wL}gt1^Mt83-yY+cVeo?~7emG>uA{3YW4 z6s`Y@5ngeE#{Gk~XX4rLgHNIt@6_$jMwE!|b7_b>cgodUoqDbKKY;GPgZ~z(_uor$ zBGEzq`{t@FRw`25&)BJ<+E9W1oKxt|>_s`qUZA|-b9Xp!Emlzgp`0qoUM5t@*cQqdP?Vh&6{#LEO zC$CC)H3?#$KqOb~ziQC^P0;mPy}v2+Uy}dT2+xxs^elnzJM-rcifx5& z$HaS6_0(KLdMaK&bHKsLAFE4GliC4CHI4>`!l@~a@Z_p{c7-QO%@b%v4o}P)qZcR7 z&LufK%gPO06hIFiAsz=Ta-l)#WEc-50iU2opR4pVk7$iyL9Z)+y!)H-B}(?=PgMcZ zkB?iLW#ZGh-FaQr({W$kl02R7v%9Lk-iLoDn!C=y`usH+976$EWOqH^wuAIE3;HlX zrK2n&1YyL3zAyHc3Mf&*o5S<*eDwkDy0X8t39Et(O9n&+YI~HF@kozov^O>m(VvJ% zeGrfD2qPZf-BeGiEjT<0Zw;&$)-IWMnd1VT=2^C;K{Urc% z`{05(%Gcuaa?pYLBYp#oKaKv+J&~L9M?Oezb_lX0L~QYo@{#S2{zm;9sh;keQM@xx zx<9JVf)Y(-`MIrTt>$#@)a zX!PRc3U^sw>41RnQ_>Gl)aYM?#e|z8Jv@0kbF)FdR{vs>o|Nq&eCtNuCNf#+4*vlYKZ^4>1K><%Zp=B%2ddWR|;Vel9DT?^wS4Y5&2 zKeOR8=tn&G5%}hKgb@!sgh4;r6aBC88$3yulAh>+kM_~>FU9d4VZ`IRnSagk8a

    q>X)%l z%jK8TwUC~$@g41-iQ-WnJZEd+&*yiu!JApWg1;b7(SO=Y4>hId^BLsu4E0YL#{8_8 zujvmu|D|j%J-tRxVcBk4{$_crk6*}V@Eh6(VZ`IR+_0h#3+xJ2=?Q#+s889lL42+H zlEwGDvLNu~zzO`ks&Dn-*91Ql9WjXaP{&(u{*DZe&GVhyP^0`c`t|zZrI}e|a9saU zVC(|V)_kz4fco>dB){zo{GikRq>tp~ifW+Ljlz&;y8J5HDLw?d=AeH)ILmK)<%COjIpr00Bkoc)G$=4)?`5fuY?S}*Z zl=#KuOE!2}2lSfpwXn`l;D3~7mLCXf`RVPA_DdP>%;kk<%21nc-MQMn*Zny7ah!Va z*w*xNfD46lX!@yh8&f>=3FupT81+Rx&_3v2dz=%G*{&`_FZbhZ z>;(#a!>>q_udn24$L;IqGxdD=FAXP7{jEnEsn6o208QR_%l6geySE%qpd0OlmlEU! zJ4#TD^kvjfUVx)`^e^I(AHrALJU~_*q=c zp!F&0XKpX_N6PZ?vRi#B5ACauCp$aaFCO3k5&U7E|4=`~r#n`wfB4h3+DlQw;bh|M z-X2r3`)d5ZqXoUp(Lj5-DRUD(zxBKy>KCfYwU^Tx%9l}M$ly3-dx2hEA4a`Wj-PZ= zUSod%?F0Tr811Wtb$tL~)F0)5Uep)!2jT${pK`yW6xFW+(WmQ=T6#CGt;Z2>e(6jP zqZ~lg$2`BA^@)`EH{#F_@KPW6MU_`O>d5h`@tcV~W z{sTXty#MMYmTPYo=L>LcjJyK!v<%3rhbsHH1yu2I3aI+ouB1;ou|?T#R(Cu2bGfPNxN^A@L%{W+CxvkVAgPt?cBz5zO6fqOup zPnLjTKJWkKAr_za^bSj1n~k=QZAXX{!#RF@c&|6C>Wn^Fs|!C)jp-n9c=^$@re#`= zV;gzDp%vlhN1KRq;B#IJ+3h7evfOSmNV+jT0WuOGMD^YrjP1 z(X#K9sg-W9`$XuI9fKNW7Y~+#ZX(N8o$zsA!jA9V;USB8{?YTs?I<>l5W3g?Jzf5h zGbBFt_j3`x;T$HuSo5ldiy%WCKDx6#L5a-$V#V8S*VtM5 z-ahYN?<<}e!;uW<{srj++ED}pFE@Y6mUJA^yl3}=(vNf7ZsG;EmhEKukaswzHnhJg zKRDSz6{q~usdiA}9yf(yw*A;lMoQk(R#~wrXC@}t{9SCJ$Relh?0|k6}j!O8rpI(^4;Aau^ z=s5hol8x+mAiuPCG>ST0e=S@695}7xcdZ5eZbWx!f*7YF82<9!2Nn}kq~x&O*V(TW z|4;asR$E4mkn|U&?dWT)-9`@%HwB(-$#VQ@xlkOU; zObEeE+aH~`O6R|l^t}{8$O94dKcC?pyVG~D?=9iS2IDK+nvm$5)Af7IR`f49K6}-z zSGVQ-`|Fs*YHt5{b1Ke~el6W)c@IZhF6i5PR^_YsL0Jz&FEOjZ-w+|51Tml4gLXTh zRi$3}49^QlTe?A!VoiwHX^3YQ^RiJ*c1T!I$-$->Y5u>IJpTdWSnrw?u4U_j4K z62B~cuRu`epP=ol)9+N~Ru~%k?na#S<5IEhJtx0;y8cp*@X8Z30AIK7UMalQp~OXP zw#j?I*FW6rUAl(22TMPz_Dl61goF56vi)Ar&$Q*KCnt1UMf&4G(7=BoUWeYXr1kr(UT4t5F2TJL!=+}}(g+b43K*!C5ZmUXvsu4sz zMKHWa!RHFz@q?c10zYb$-m&ukM^J!QlEHtFxM)uiuU1fkD}VC468pDO-2j`Z!fe<5o|@dc&~ ze=sCVFHS*QE&5X%A9U#ZZgaBYLHY;y+6i{pl+LRCt>!-~e2|lq{^0l)-yOpb4Fi8w zwBJ9P+?fMkETPpO&bhIk6CZuc7e21|(mh11kLE5py{*E#s$9dew&UGS_qf16(hiL> zaEyN4juP9=D8C;4LI2{rfNrNt#wei?IcAlNJ;wYgqT#w5g_b?+&M9c~raw&y8peNc z?TYW2pYNrOwf?*;^~djSt*-T8L1Q`oF|RZsd|m$A;t$_RW?MIx+!k{xLh6rkUH_T= za(aD<-+=J2`vN`_pW`zXeyAiI&wl**(p?OCUcV1l8)P`B%fE(%--w_Agv6YBrv$|M zWJ+v!QQGm2jLUlcMoe*zbXM*EzgfSAN-aq(i&p%vfsWvKiv~4*jg?ulrx> z-_7V9F6iHQhYRKV(4Xc6jrw=_*3Vezf@OnyEnF+@uxIW0(N?;UzJ9TyALT&5cr2c= zIk&nw$M+WWrzJtd`X~5Bu}AFQ!Gh(+jyx*;xHgYX@Je5;isU~>%g6d#+s3XW%eTT$ z)ejlb>q~GxLBsfQ8FX%)GBVG~#Pg+Zu>* zZ~wLHpK)>04@zja(r4Zk6n;=BeH(&(31U4eg6jU;t4_A>A0D{H#!`Iar#YHr+|gI! zx25kL2|`YbV92sPZmX{pmr_fFC)r$$JIwP-Ud}zjNe&)tcq!6m*#XAV1Cfk5=thi{3#=PX)?% zBq`jJAjX$Le%J~P`k-_#-YlX_!$|1|;KSH@C2boTb3(JEAM+o|H}4rfF z^=)n{8M+<3GUe<^`3`6Q_THK|s?gyrPz_;_3CscMAUn46r4Ewq` z1|@QB{pim?f`;}Be!M49i8@l^i_W=@%Xb*VD%Kw~Ax3Y%{)87m(6E1ZZ`aZPkGl7c z%OdyUMjv%$Su6Ig*sv@1h9+X~*sv=qDt7FB#oiUm+6(sXVsGf6qGHE}2nyJ{0xDwN zcb=K^%?#su=fQpNy`LX{aGp$Zl9S}*q<`~70uCMQntG3@B&Xn}<&SVb)1N*Rpf6F~ z_-)=f$A`?D-m!-Mo-Cbq^`wKvg#9+tKQ-E*UtYh!`V-_gzT@1Vsp0uJ!sWzTxt7!caYd<52e-u$&`FULqiDtosqlt34v$5ZlTa&c? zH#7OwXf+&>q^=*L|3do{I3OgiS^7W4VI=;sM8^@;*&lCd@<$2dCzQ*nutmq6lO@%D zYxhu%?;?ay)2usDHZgYlcVM@r$%@=w9U_$8_3U!3+IFfN;=yyKmpBVHf+ zF_9?N8D*z(4}0^hV{1OP4G}mTQp;NpoU6Jd(f(O1s2BCvMMX}@nc6?hUm(A6{4<#% z@+E4VKjfr$G%At*P3t}Mdm4_(6#71$DC$XedgnUzR%+LLSkJ8=wRhO6Y{+4ECa4Lg z;FhWMV;WJkGuf%wpX_;xe(59yi~aBM2mU$KWLC)}mmlI)_kWx?C1+ZGYfSckW>7@4 zi5ll0kr7pHG?^619LfLAfgE9F*URrnlY1u7SwwXt+PZ%^YFu@v!A92@jcn+lJ>1^B1&Vwf{@%{;#%v zpw_=VM>1yhr-swcFBtcamr+E!h#K2}(E3X?3LUt>;>rJWsp6BK_R;olm(%x+L{U$& z)BDo3C(^Q>6#{3yKPJvEd~LtJ)~j&?IR&?@pdTyoL8HFb_0!C+)^ABy=OU{|-@QJT zzn!UdTaI96`8V5tTSXCVAgYr;X7~4}QuZ^fcas-qSRL{&c{X2#H3PK%V>NyEBbt?{ zOnfiIeUSV+>|YSnM-uNSzg?VqLDA`LID)OAA8UzXoGUvIpB}tN!uS#TV;n!4y*Sm}UV>9t>BbtqbM8!x53Kf&RGoi@uq(t%wx?*E(d|9k(Dj3Zt%euNuIKYAuxlIikM55d2K zzV9Tev%mKBgJRh@!~V-q+J8xE{!y+;-9Is#zwaiwj}X<>f5_YZ@7SXbCqm!szAM%b zQ~u^T^~^3A$ArTFP1K(##@Vvdcj~fuX$id}o}c_{uB~ojr{Z>$A!-X-aT}AyJ zr0|D`X3_ZlON7L;gn=R1KK3{u-r-3YpQHQBQb`>@Y2#lfiS>5gwb!M@6%U2i*IsQ;8?G|mS%GI92GeQw^@H7ztMgL zP(;UxqMwzW%KWVzo4hh8`BgE0Yu)K~c(&oroPsAgedGAkto*!t56X7TKT4dRotm;@ z!11M-Mfws65=>O5f6?dW#7gBhYI`=ZG5T&jGhi&d>Gn zs+hmU`<8EA;~#DQf0Foui0ayJcAry^n0Lx7_nr(sE^zccG6WB;l}Ucb)_RX4-hrPY zzSBh05S58?eo%D=x?uej`=79XX61+I5HDac@ZDB^=&#X!oS}%$64lvXo=V<-jyB+M zttK3|r5_$UqU>FeLZE)(nxC1+~? zpg+*xr1l?32j!a4aQ@^51qdaIaf0l0sM{$)dPMCn5BWEm_VCN*vfB9LCVjs}G$T=& zTqzPA&D`kx3Hk+`KS4R0wZC8kj<2!*Gvj~tukUDP;1KgR{Rk(T4<7RQhn=zE%yC!V zj|bOX6XTElDP5cR7u3#AhEe!CM2+jeUyri!p)8QW{vLJTl`r?n3Zng($q#X0e__Az z-HhLC{18DA-6aY;B|F0l6^)eK2*)@T`FH5ED|SYj5}cf-`ipR=e|7yOyUqMKKLURB z{74>~`3srcpNS#?9}(5r-PuQhmDcreVq!>TB&M9(xdcPu~{-TNR;g9@bjfY>C z;_j*MP^10#TC_WZd#gf%|32|OAc}S_JC%3*+^PJLe-%eMBd6dtmp}U7q^^JB{3qo4 zRr>>e7aUhAfG0#>6V=)O;0&QRnGdZ$U|vwIdO(WYSG4nsPl@lvkNk@} zESUoC&z`wx^q9FjuaFv}hsFHh@lpX&%tr;Kug5+6_G; z^o86%MJqseVeGb0ea7p&2oHZ;w*|lIZzs@+U`~wJTEQ>;+vPZsA!Rr5{B;WjoyVO| zR?tm`3UmmCuW)P1k3FGVwiM_Miaavf5%TYmeu~ptHe^@9`%W9JSsY%3x_|hH$fi|-k2ZgGyD-B;sL+2^}5Q19-{u|$qMi? ztebEHZN^xChzI2Xx48a7Xg#POBYF?QW4qd8VEuXx2X^8>3sSf7YYVi!8wwg#Epj_> zb(&F2px@xwmRg?BN1%PgGvl(p@tT9N{;&*#^4mk`nTX$bO#ok-9^Pv}7UQ=S7YMwQP|*f*4G;`(llP#$&grzX}TaFwkg#*5@SjJFz@KTXN#~4toK4kRId*x-i1y z_$U0K4_6iaZNUdx6?|7)fgX+Uul3K*->pXWzXZ3ULF61#O!Q|c59mA6MR~(tP2XPF z8_1)|@A#AaY3(I(eDMtBsg_5{AM{C$ANIfGPvVDvZjSmwc^Z$6A$|BCR?yC>3;TS8 z+(2(a`miS`7qvXJ`bK>;R?vE@3A8bwDZ(H5h1+uZ;IGDSC(29B zuQq&E{VNH7)$PQy_^e41n3CO7g7=0MjAI&&dr z?qL~KQ$b@Z$#+nHjPz7_p&xcU-~H!n&o*ls;Ygbre4oQ z{(*K5d5znGiTP0;sIPd2@=n~|wPhW&PxwPFH9aR`ACSKhga)so?X@Cw-zuU%Po|6) zDvJ6t_MgUW9i)$RRX5NTHG2hrWBsUZ^apnQ#Fp&urgv$_G5&p|^k;2&GiwHmG~(wc z-~F(!a4W8&n^ojv>A6$17oZm-|D48;D1SA*q9T7lQ%fu#>NB1hm%%6IJk}&7<6?XS z{eXQ$c_dB`@!9bh= zJ?aDP+h{KkpN8J3$`5;|g-3f;#-}+L_4oGtgcYt%M*CCcd&V%HMm?zVI}3lvo47oT z_Dz!q`8V1dq=)iGc_3YNJXe(Jw>-ypEQbIM8*b>28lPrg;WjQKpgxcvxFHYHQ{7ql ze?q@&v>-Cw{|5Tq^M6CXdrs(g)hrgQB8{T*(XAeFmkC3epJmX>uQK`zr{&AS{k^-- zk6a;EpRg*2RX^SCv2uH%)3UphlTC_X1u5XCMg3E!8aYo?KUS4=yH=>Fn7SiBu%N81 zqXQ;HiQ9MKI|h%OT~s?ggjH4S`sh~g9NIUHVhtAkSuy>od*b$7edoTp+q`HbZm{xm5RKEM|e|v(q`i)(UKTv8K^_a2rt>kgF zY_d~*4vNzYlP8S0fBb4qj$mf1XITA1J^$+JEA-+GnQ2?o$L)z3~Iu_ARUzq71Za=|J7;lfGygO6*8Bbqi%~mzvt<~Y|8yUI@UH)8^ zFnEqAf9y)NBYxfKpTId0F|2zp&w$aJ?y)Jvf1&J$(vE|s2!4bw`y;=@f&34o{T(0Y ztCBpN)h2%XT?6;-$S{dha7#A&;Ybwm$xhz4{7311t%c)OR=&knl7Ep4^Nv2=F@%%T zg8X9D9PLE*4@o%xm0c-uZo`UVA(5ko_l*AJFofujguukw-`cGSw>ZtqjJuv@v- z6-P!fNAmBot?%Gvv*cIc$c_FY7r9X%vNPmfvCq<)5!>xo^t>z3!^&IHs~Xnl6x?+8 z2jP$}3{&tuH~qlr2(&Z#b9Cpu3DT04h3C5kgfrwb@g5Kb^uWpuH zORuq!wFESC}Z`wK}b*hlb6)x+S*t1y+Ro zceZW2*=4zQ`pK;R-#a{OdpYwB(SL95(Qi|jyY2eR`xQvjqr^V3d+p!2_7=Ygt^Ofb zQIZe#Kz4e!><}cKxE;6n{kPkq{Zy|utwR2t+U+$n`NPU)n!TX>L6QFZAh$W8zt`fF zoQ>`8YXHVK>NLK9;4e-Ql_IKZ{|-&tzG54X-kQ3kdxWqbE5~%cnZ>_}sJ{}#SCS~~ zvFwbg8}g8KDO_U3o{4wF`0K#RQ9ClUZ7BH7^6z^3;kB7rt_$?F?)>)J_k-(jO3pO@ ztDcm2)uK_jxV_wFz|_*i78ex!r75B^L}4dnr*e8^1fBlIII%jN{)V2K$&c|D+V8LK zzW&U9nx#+KvY=j+?J^ncAK%N-kGe!Lo|T>cZ>C+8Qhh1?G~lm$Y%BT4&2P4S@W{cO zoR;$R!-XjFDLcJm+$HH|wr>lEzPZg>kiT2do5QX4Ywf=ReXmXw<6+quo!jFB^QiQ! z*8typ4EAZnurz&KUuds5S0uhFM0M>i`s25gY)HKpk2_rn7yakK6|Q%)R@C~xO2k+B zM}Et!++HkULeR)-yHAMQ$H%7zG`^ZoJ3Vh!{=U?HF)w(R#P)l|Wc*u|Ec5K`f#UaZEH*$+LBXnQ~43@XYG$s09T?q{dY)H_Z_RS zI&A8(*O$cn*MF_sv#*gF`Z*`QT10jB*T=D4JR9|8%k!(7PKxo*h0LQZZ9dv=KY8aF z?}kn|DEhxep*iO_DBBRp+Lr%+dxe(dtxdEJQH&>L=hnlyu1lp;KYyHO{T=ZNwsRXd zzlL*dM;|Ldr$^9#sp!RJIVESC{1)x>n{oVEk0NSL6!Uo5shmCwB=pv{kl{b$iaj652Poeke+u-Y#;n6rVD+gXsSn5MM*0y7qhT%hgTN=VMOy zA774S=%1q-K3cZAU~5jnZOp&L0{f#b&uQbAMifzFqG+eGvjK~HDQ%?FN2u53kDP|@ zA7^|2i&ucruPC>NR+i$FoT>cJ@-3VgUhJq?|EQL#R@I>;stNw46j3vxm!V77^SUWp3O z8^o)khiRvW&FT-gS5SYy)_-ZIFR^@0;@Vh#77ON&IHm&r_Vl9zQS|e&QJR<5SpT#hYw>X9T}bYsM0M+TmOqQU zVI^mr2+3i27e=~kntUxh-6YCdA;@4gu5cZS!ds4o85!Km0=gOyI zq`;1&PSqQIk-^SntCH5Ps{9DJs=wy?L(y8WuBL7e%l)U4epcR_0(cSC=}+M9${(cA z8*eY%4Gm%S$^X#%MF}^$cH`tUZU1KLSA8fVZ=yQ=aomz3mZkA)x@PQ*%K|;Z>+v7H zR}aebFFHoim-q${)s0`gH|=>T`9;+(=CfZzKR9N6eP@1WQGWf1uRl?p{<}qtk7u4w z@~s?I`J_0#zobN$wQJogit&$a`ePBV{HVwM%Gs>HTYrW=WIg62-~Jp(at|Vkb|O1N zE~oy$99y~gHm>3;Zogl*zWz~FyS-5g*muI zslVKOFvUBBXey#IQO2*T^R2kOs&30`{im(+qh7`OrE(0gpsD;22lgMwHt>BI{TN9U z>Bvt14f5*&mfupgylhz^=0BlU^uvtJg#HXCz7a%`j_i#2D<0^rhh5Mv@R%b7H*J3i zhyDZG)A(*{`DG@Cch-I{39lD5FxkHvP4Vs~sxz4a7 znd?ng^zZ9G!}%EE+eQ@QeA(&Xx;B9goEMNLZT2X3hy0z7&vN*hS4Q7a^w^1yrSB_< z<{&B)W&BZY;n=kWcSW(&^nK3G_`7w+4JQ7qd>nnBOjOr@IX39_T*_W!OzQB}ciB4f z-*MOZw)cU)oSc^N^kWiHUHf$$e<^__IA>^deNF%?PW}s`(eW zk*F^Jepf0*u;`5y>fN}uTdW@h&pTSU&B=P4f?Fog4dP z-zgODa-zEW^Zt16BXjNiwMI$DD6xNWvcc2Nc_i)ihpEKpOBDNQvQt6-^m)Y!HAoxD zFuq$;!}Zh%mmZ{l@oXCL%_fR|UUn+`XPH;6?aI%dW|*J6S^GTjd;$6O7qY+8iEkEB zv~$_%zs2zj3*1%R&Ar26ar--4on1};E~)Kb%pks*M0MkbkPN5ZOTMq)yL#?lC(x&w zOs+NWVCL4;|2dhKe-OPsfcaCgYu|dXKZ;ZT<7~>WiWMxz|3%K9TsQBAo9KVc^d~#r z9!38p=1-)5b12_)iDI5EJAF@%ijkaX{($-S#>fZDZ}^wt6x?E#KElC%U%xr6ZcBmw5qHw(-Yxpy zqV0>`t1!8t7=JAyzQsTC^XX0FB%n{CU!MTDkH;{r6Dpj*BRN+xU|kUe8KS{Pj%r z&yDs!&@Ni-bvxRpcu|r5O3KGpqPqUu+YHReeE(w*~jN)(j&mHxX5UrpcF6U{_aCV?YT`?5mxdK>h= zVZMOigbQ;2PxZfs!ee})Yd;>@Twbvm#qvzE%nlU$j~=eIYrZ%jpWmW-SWEnVM0Mkb zzzV5DnFqc82EB5#zp(t6d>l`mKUOj=f9xN^eu(u8O3$|X*U-Ol9l^?O`}$9ecs&cp zGO_-%f#ldoR9Ak7M~;2MELZ#Y&AU&#{l9(a!(!E1m*lGbP5SzeSU;os+eGPZCJH^Z zI`5n~!PL)z;`JFZf1&js+saQ{zZ3fhNwi;(OD(_bV*SUq^g{x`ui8InuI9`9^(7^o z&u=xLKgRmoP7&=Qnimn%`gxU{>iRqC73=S6`-x{eDEv;155K&}<;DCf&;|X<<{5pC zPW)0?*bm$C|FiNpU%!GdVq8JT_-$SP`RVyZrT(+>zbSz*q9Pr6|N30k2dw0f>ZPh4 zyUOY$Qv)=<*tvVD0b|Ad)t~r|5!H=<9WSJPFZmsKdB^ee4Ke=;%TxB?>#0LH1-I;> zAA5=F>~CP)n%W<%pQHc6`Z>yPAH}<$DD+fz`nQ_@ zSt|GKVx{KQBgFZSWWPf*G~o*kfwjuO?S?{j6`2j*33 z;DvG%L&g5*xI5>*eNMwf|8tP|ju3^O%1-}A&)!M7+x?k0u+Rm89uUyF)%1)2k1wTm(Gwo=eCUXcwIKKne3T1X4#3{JtIQ=+9RL5^A zwC0oahR|bBFDiPBh8}c+_-LSK(bd0Wx+&+SWwif`c9nao->M^%i*sT#)n9}|{oz^+ zz6a8elSFm)Bk)}6&1^BfUXJmr@%3`s>Q6&&7WzZ!*~$<3e|7!qXZ%4V$5o=n^`ozY zzr5Ra<}8Dqsqk=R_idZ{3;TJ7_%0FEkH3nii(=kYf4|b(5w(Yh-2a4Md@2oFP_pg1R(Bc3WtXq+ z8rHR2U5;S3rjK~V_?IHMPV_d>?1-4w&rbBeQEsGNlt6!7JGw~9T#nlPmm3s5lxQ}M zUqKIklWD}oCSKPC`pxcK-*?1y(Dd&ng}+4~w-IidHd{sIMhzk1ESJg4CQpVePl zO3+8S=ICs5`gQ310rbcCdYNtY=P&k8t<&ad7Yd5>?~q&%h#KwZjE&C=M-)2D`jLOC zj_un`xT2v~hST>5qL?SkPCqB<4GSsL<7kton^|Y_x6hsZ((ULj!v5MOzr|9Y_%naX zu;%;uww#=nyY%B8QC&(H;{x=WUB_^PY7W+`Y_&7aQVb^-pqrjK`ompbRo@5;+e z-O^3rEfln<0sNC(ULl`G^L+|>g(p8PTk~=cNAu0Mz21Io-JExl6P!C~0LLa;Bjhuknb zMl?D2qkQ3y^078&>oz&$g&XOCAIB2a?TM09fA$=1@FV;I1r4qRZ)I&@-mQ4bJk3^K zPu`T*qV&}A;vDIL5673`5B*f-%`5DSibhaH*bf~0MLa(o<295Q^cTzJYJTknx(4FG zaaj1{JC3ds2~qt%~UKP^Rm#4$`_M186Juut|J@v7--`qY{1ZEtG< z*X_@NzOvs6=XA%D13l)6vdpHTr5N2t`H?@P{;B#=k+)XryN8g=THTAY$j6y!S@yX# zy*8Z%S{U+!_MYDQ;d3XUkD17g@>T7DHa);`G58}sl!uD0(N4&N<5}=m!)GOVN{ett zdx`osmiJKw&7-N{Gaf&(7RTedxrIND2PID5j(`2zil#J?-;?d@r|{l zSFHx*N>{#|&?Y}wJA`3fdC{wl*LB+4jVtlV$85_h=xy~#f9yEWe-f8RcA;O!`b#WN zJQK%2D8oko^4U*@{#L4;K)2kWEc>_RX_WeE!tWj3S28X|TY)wNbS71Q9Qg2Z4;$4u z3bdto)}Mw=kXIZ-NR+;2|6uPB9|g0h{B|7vh)RiFSGa~}O7MX~Om2T*^~gio6IV8Xsk)dl*E z%AdecUqEYA^Q)n`p}sfLwwGw{iO{4l9tAoS+{roQMSj%y?Fe16><|7(Z`+FBkGx#k zSD>c>jS*;2a6=yGw=q5VBYpUT!r$l~)@fV)sB3*lA1d)ZxXTmB@Ocy7epX2koA*M^oc_#_8~%UKYt${eGy7|D+7;>T#?qv?6}p z`mOK$>f5FLUwZc{^el?m(*lT7Kc7Po*6Z!k^wf9ma-}psq`1 zW?J{#RI&g18}Zd3s$2i_9rHytuntunhkcD;#fU%8_BDHwGaqsOCnfPY5!J1~S^mEK zggy9{ZOrp6cUey2?~u9B@hOY{6z6}iE&@JKIXVUZ%5(I9jwx@4vtWwf=WOq%)#FCc z{<#ZBd1HTrf>}vSqie6FzHa|yi3o}k_s9PU@XKhK^=?UFG$Ntw^ z<@Kp5;`|Txm9W09tAEGBb3RB}4X-DRpw|;{{=nA!L(efFu~-Mr9=eJPa`6waeLw0(cZT*2Ao-yFY2lqQ-|21-VrpI6WhKcjjSnou;*YW$D z>h(_g?b+6lN*`~t^%Q^e2}eg%a~>-6Co_GA-N{LAnS>mF9v~$|eNEvxKS-QEeNw(? z)s7wH^Q%hv$BTA_c7y!L{PqD&V?|-FMobyC?47M_CR` ze{f7*ptDwleE-WV{Y!-32K!cj4nDIw0AJiy9?mx?toc0^ijJSTGr8xiN zNZ$(+MSf(b^GWuWZFIZ+Vq7Qf^^hu`7Cz3JMt;4J77p?gUm>Ds2eQ*+vv(YO^}V7` z!KqQ={`b+k|6G*Tl@S>{6cSLolO{1(-J@mcPFXdlun|7x__ z{*%7{vHF?ux1`sb(Efh)^(N>ACJL%t=IN{9f<^l?E{qhRh^i6QmA|FS^%(Z7X8p2T z1EW|=@*i9|*1h0NZU3|=eTRM^pYrFxBI)0<>r)QJ72bJQ=>MC^ooigmE8jmMzG6h3 ziR#*~qjc#b>vA}@%#;b?tQ`68YJH$elX2SXf5qv0DWbaiZ*c$o1?hqPqM7-|hOyG* z|6 zA^!!5`@hj|~I({w3DY(FY zsz4uf<>xaY!+R;5UOz|vlluBO_P8y7CV>*X|=LZg@RO#lOif+MjLd9~Sj5#=n%F8NXTiSEqPf zi0bT*^7^m(`KiEP!9qU;w^4tM*M5O^T>CQQi14=2h@#=GARZrBQJw z8OHg^zc1>RYFSND{*3rsiDDcjJC*x~ZiHV4{Q>?0>^CRAT13%KWT#J9wLMY@-M_(i z+`j?8S^ZJ87W6AvP{MaJezVu(&G^-HH2fu_{@cbMD9-<>_TQO9{<`$Tji|2w^#~dl z&)Owa`_L=)C~HFgll^y0ADvac|4Ht8M4J*tJ;~0H1}Q!;x2LzZXQ;hN+`rtE;X?Ab z>ObN?H6VWUbF$O#QjbrPH0!)ilBID_`IgtGGw6BTh|7(Fr+aXO!??aNeZV|Sb~-yWdh$Py zU#w=!-v#!yp>@Ym>cT0zmS*&$IZ<8vx6E$&M5;jd53v4%`-9LQ+w@mEfBkFYmyjRt zUy-~mh_)oEBZvEBxyOnp#0Do%aZBLujH1^YlPW*#hjIL1mVe-X{jC3PO#-(is_Xxh z^*6f|2euvm6vh^j!0~Kk#|Q6yIP%$sez+6WjX$IBWsjHqzq)5^+jkFhB>z7S#4Ib8 zrVb~kY5T+ZWyt@l_wO)2t%>{dBtSc&ONnAVQFaDyo)OKw7uRt4W*^RmQvMtC37O2i zCJ6i0p7&L#D99^%NbY3j1&AFDEt7T7$;l#UE4lo13!9p z{5;_X%T4?Vr@SkD$vRT-cO*VfqB`Q-=I|3KZ1albzx$nGkIAF4eExb`${`%#I?<0F zM0NJlzw*%MEZDc^Z=W9BV6e|ktKQvZncY#O->BJ9*CK@1?+&OCR^?8qP4j zJe~OoCpE4~z^_EV@N4JSwecr5Mv%T)`@#8Pv_EnGiX!Mn zv^!A;L@clW_%D?EpCzS=9`U**?l0`h-l=Bt4^26OnWf)_@JFEktBOqPzW+)ZoB5Ac z**Buztm^_lr^3PV30aFav6)|$Gb8|dsgB=V1%FR9fTb@{UH%;pKKRT+p61)(GxBe? zjQr!aM0J^4x0leLUi7^;QLJamPM_=#KS>@ryAQax%a1K0{{dUaoSo&~laup5+Yc{_ zs1H${{`&^Y_$z^vTGVv;V*y)0{w{~tE}7%dQ^;>te~@!7{TNq8-fCO!$?@HcKbl@2 zhW;5}AMQsH^(U&czcHDbKas$X{!@K@K99}v!~SCYBk&_AJu~^$VE%^wQ=2~wqgt-5H z{YY%)Jj)t$3U2YHAA^bN>F;lS;`cHCa+9uqn!R1D zpDvkr`_I_aH3Ywz{1mOgFT?X(_-@AUOyhr)pK<(e#;>MxSKJ>lu78dpLB5@9 z3yG3ORP+g2Gwqt#Kgqr9=)BZVt8xl%8B0IL5!KmGOTRIv8SbB={ZCC#Jq?g>B2KZEUxW)8>L_)r!o+TT(4UHNjK)b5YkDt~HNOBzc4@gh` zt(Er!H2lr!^nC_VUHX=uaj}yB&+wNhyqW%(t-qP^tI7BWpj{geHk$FjqWeFvKgRpp zvnd~Qh~^_I69vDx9^HS#`1u9BpM+p$>7)PuS^8%DNC*7J{ik^pU_Mb@{aXfXe=qeS z{2AD_Km~t>bHr?qFdj5C%Rfac&R?kgXL643 zw(_SV27#YIZp=&8ky|Ifx6`XQwx(DLckUO-@{m89Q{?vaelmU$xt9}NLsU2Z@w!;~ zpw#8-?o0y$BEU6M<;9o&}tBLAJO!xQ~%(K7q*A$1&3H`fg#cz7Ajek}W z!z!XW{quGIEslk(xR`JB_G1FS*r96eTjjr36Y1Mpez0Ha{zWAYInDU7evSSwsq=@; zgdYoj{h7&6Y!HDjGW%GQy zC-5I{6g_`3e^_6^zlr#^6NR40PX9l%yp`;4 zsIL8aT&?z+Vf_W;w+8u(_I{I28~<$~zO6(t&yt;0jtn{@b*J?c)So*3EXgUjsr|$J z2jy>^f1A}G@Rz}_;x8ArIek^mU~&GD~_U{?69j zc5P-J(dN%PiEkHCUHyAM?Gh{b^@ypQdh%Za|6tPg{4;h`R`KhtEN1yvqYVzgx-y<4 zr{pZV>Brwhb^U+Hp0uBsf9V!;uC&`G=6`Y4_j`tG`+v5j?;n8nuY`}N#*w}mzlRC_ z?;eV1FHzn6)uHVk`P_-&{R35hZGZou(0_dY5&6XWp>h9XKLt2XRM&s_kFGdFS`~h1 zS9x}qH6Z^bD^4!{9;dDU9-!}MiR$tnk}K#vD^$K!l=b{`Ve)TneZMuO_I~0)`hJWk z^h9?06>s`jYE~lEUuo>4g#NkCj{SXZ!-kxK|A7C5?^ar8Z-msJ&hJ9693GzkaKAx$ zj&Nr6kMS?c&)9z*p@@zW)#cyg_=C%A#`_7G-iJl^=8$Y`hjC;fq z+y|FCGyjfwKjw?|{fqTg1^)@+J4qDvBs)DSe@$Q>;f;Tft$UTht__PyeJ3JJoBz=O z(-KJhy7V3HriqqH24|dEIQ*0t|3r4K(BZ{a?fjjs<%j;mc(KKdAL|FO|5!gDaZT;# zPx0?4g40BUi0b-J`xG6{vYh{M|8$MX_{%K+$S3qy)jvCq@3!$j66gPn{ogr?D43|u ze#9Ic@lXn;@gMXG<3C%|zeMZrkY8OtPs?rPSHtq-yr9Y?66mkqiY|ZU|1JOv;XM%(l504 zFE0__RiY>-*%{+M^OL;p)?{}=_B~?$Q{?8_Yh?y$^OwuScZDeWS=p(3{~%D{|G%a8 zt6@KEtAC3nJ;i^1e$4yk4=ZqTnzkQ=L%xjVA3_1H5!H=f9ZHsqV~&JB2!0iRu&5}1 zTjfXn7ru4NulRxjoRTw@AM+pRpK<5b%;607eQuW}r3QQ*Ecio-?>`8c8%0B9`fe9j~N=gkOYy zX{>VoqdG^haQbnNs80Xdo$$KDV1Lm6WOzTaVNEY5p??v?cb6#ES!AcrnGGLUGul6c z{&h$`?L>HGN5OAa{}ipj?@8+VwaOnT_Wz9IPutSh-XAjV-$#*v(GXOlF_jYh*|XHV ztLOM2(f<#=KXT-?+|EhNzrPFW#duNDOn!Gde~j^$@%;P)lJ_A|UH|PjB-&FSlLb#&v?NsAKMGy>+xwSowfC=| zQ20+ovupgy`Io-4?>_V%aGg!2?~PsurFzy(d;j_=eUBlkYk%IkhP`Jq>Sx?pbn7A3 zm;8&3v0pH?tag6z8GV0C6!mO%cHHxcS)5h;wGQN;%7DN2oW8#xnv1AR6!`;(XKA+W zucfRVecw>Md;f^m+WiAF{Xuli=*KEQxd$83k>mSI`tgdWZvNqYw{9fMPWWf&myXMw@)1u|xBgbN;EJ2EC;=r^)%1?~LBSK|MNsJ{KKl5x9- z(EbnX2j2gLnBVBfccMD|cU(RBmUw>&`h)kEz;C8M|Gxf`jN8hOaOi)H_s1+$Zpn!1 z=1-%R7QZPKrSl({jd99n18{38s}f>DI*RgQH}s?vI>AWqrHRMxQ{Pz87Lv7 zk93Xaw#q4hYVLfU^&Pxa1Np_tcR%ba+=}m#@0YH)+@I3V$N?Cs#`laF-N+Bp0X~3n zoHWu&Ms)kyg1cMG>tZhgB&x*~z&aT)&j`Q;03ZdRP=05S)4hXZ)(^GZMER^&?!#8) zD!^VX0=TNp8--=4xg|3&?Snt!xEO`k%Pb#_kyNM^jZ0R2VzAwP-ZL;r#Jwfw2)z-m)@ z)D?hw0O-Xy1NIH=8|8!a;E(UnKlno)=nvW(%1;I4a}ni)^WpF}#)otOXb62xTpq}; zc1{}cK^~lg6Xj+pxlxxjh?02yxduQ>k)90N7| ztVsssM1GC=hkhFUQEt#@)Q9r@ZZ(7bL;2bBx>kE+Uq$FU+Ee2E+lg{P{*b=0ydekt z;WnNNRQ<~l;Gc`=k5zqeA$jc8bp%;{Rh|Tf{v7eD=~oi|kO$#aw+46$x0-$dj(8I1 zH=Y^$vjbf=9FKZ9n2(e@2$w(labE=>u{F2OI~ANU0$9#tEuil0g#2oK0N~S}+Pelg z40(_~`X9)p`fKAo#r_p)P4Pct?-l#oQse{Ye-NM5oL!Is&=DW(C;Zj;p${71r|J*4 zHoky9s`k0103-+CJpfm+j|c#E=tJW2FxoHlhXB}yz0~wimDh=5JPbfuxM5FJK*zFF z-gX@A6Xk6@XQ0XlfKv4LNFQ#kJWxJ}59N#UOzf5cmI-hd;ZYuNWBdue?8<{7}sQ?Jq7X1hIeZi0NhuavxY99cQ8PAOSrpEmJyBqp!$9F9rey*K>0v^@f7@F?^St<{!pIKH~6D||6PAId67TlM{Q3fgnk*Lm`Ua7s(c%}79=as&3Dldn|DZMf@PVSYlKJw_5$*Zha z=4M`58nr!qyz~DA5^dwx{{lqY_%-3sR@ZQ7cT*;FAhWa%*kDNefji`LnB{&`JqF}1 z_v+F!8Hbj_VSTL?xha^{#rIy8r1%CMSMLsvVvA`ZdtvtlU*8N^!YQ~oAK*$Kbo&_o zC6~sqQ(rHZK6ERR?V|)cM!lh`gCSh{CY-y=J74LKYla8y$E zXdZv6NdZp5P1j)&4(Y4*MC+f-^@G#hI?_s%KiUiImM;GZ zU0$q^Tmy>T_GlR;?$O3yaP(g=+fAg8^kBDj?bo-Z|1;^$-k5-HeImp;>H>284;ffX z@SEj7d!C|SI!VFe9QybJ{~T&EtEA2R18E-^_C>u%SwZmQ+)HkY`iJt6yN}AP!%ju0k*{jpY-{%xOz@k@k9V-qPyE_Dj(#rCQ+0e%O{9-=OE^D(dX#hHUow*P z*T=2~>J{@kHMh3jgZcSBo>~5p4*C_0)9~Fk{*=dIzl`>;07X=UDD08!^gEREqf|Ow z(2a?&uCs&W-}|>J6TcPn=H#>#q#uQdqMgZ3hlt?2(%y3_jt2Udq~d4*hY|7vhY{%) zrXNm3(Vxmrzn#v0?DG*GzUtL2hVQAnjy!TZs2Hc?Q*6-z5W<9w+U$z6`9W`8Wa`1eoD*EOfh!5drIMDlN1>w4olEj1jU()7J7QS`&I zGv;>aJITkd=Jh-s7O+3bKhN@*&eL{za&lVA&=2&lI{n|;yv-r@h|Zy6e1mhS;5W;ABd9|&(zyUXte+Bg)XurmL_!TH# zMih2fb}Hw%vL4FtKIhXYagXs)ozOXlMmH7xZ$;vBA*v(x!@k~PU$6A0aKQK2jmouSpSEvMnfR*c5~iQe>~^1J zs6W^r6$emz$JVU;)VTb`IUKByAvxRlLtN1QFmDHcHToe>C6zy&{)ent6eU%mdyMG+ zUL_Gnf}#~Ts8|=lcQg5M4hs7JO?k&$v%fVcqMAf?73Wx5ce)*(ZMZYoO#3g$iTcNS zA-W1frk zF7P*?AB~B^PRY*cll}^3eDJ}T&G#=b`Z>@A z=@&HYH`-SJ+W7U?^v5FB8Po^RigFUy(u96AC8`_0@XLJ@q(*d)0{W-kqbR^BxXtB{ z{zn~u*$e(=6cO|j@ye9%v0Rik(mg8JALBi!|F_GpgULN~v-C0lNBjS^@t4Jd@!`A2 zBRm%uYADLjEd81!Khjt4G3OTit*O8p4SFy z=YTsAUuU9N2bG;6OP79-+}2#FI;la3SU<>n?)=dcb?b8qZgcse{U_Ca&8V+Ms8yH$-naRoZSwjvps!cv!MN}_E$R}V`e{8{va33 z3zU8Q9W6NG?MXkph@zflr}7Tb3A-WZf(zYZ80Y7@aqmcn6zw?$xAdYPy@~4bAJQYo zC&?${u+=SQ?iKe4yT1OX)FR&sg5OMjv+_6Nhn%VC$3^A+v~nW-KJ>jmQOq-CXGpuf zPg$j9*Sc&i8z$BtPu=ePrec(~e%Y7!`VrOHFXzouFEZa|^Ztx;zAkV$E@imA&~rg^ zPQib%{bjV7Kk!P8iT$etGpsWfZyQjPv8IB500}aXsLp;lSe!#y&TOH7Zt4>y>aTD0 z^NZ4Tu>Bq=aHxN$_;04~_kLhhVUfPA^@s6;asSAh;vGsHSJ8hBr|;v48rRRl-Fo!w-#An(IG5kn`TnNw z+C9t>#5bC#j+Fc~=sL5XvEo^Lle+@PYR$DYle_28a5P5}!ziK{r^-&p-jiaa6W?l0 zyO8dhSbuPsle7L`QH?kSH*G(_@yEP2_)ph$?@s5pnLp&#{yz0f1d0Bu>#Or!mJQVU zuQ4RZSO}!ikb9HfFsCm=e)qY2Pu#<4R{Hz+uA6PgVaiVTK+{pYr=Qo#FxRmnM>1yZ zXIlGb#rH%-GU#8nnWOG(OkGg$kEe+KB$@{i(>rdeGtdR=8tSVSyl{GV%w+m8jVSUdI}>s?iD5n=g`HM5yuwiaJM#2x^lXiW<2Hr( zrV>RzFFO<6<3zuP^Q*}yysh%1UH)+1%n-rP-tmO}Hm=_r*nfBjbcMb0|OvIpcpw@u%`(w(&Z|C#iCF;R@OWal%#S@Js$!#;YI%yN_+CjYkY7MI>I zQ`2YPnnB@W<}z)1_k}?H>MY;+sQMuYbwijxg^#LAPF?Unkbj zeUD|aeE6ch17ucyYP9|?4Jdx~d}LcrPRm^SF^?$hgzR*zoGF}nwEL}$w0pl8|M``4 zJT&Z-hGT47`hfujDSq|*VjWIS%Y6Fbiw_!&elz0^^O+Wq;^^S>V*mEt!nJYbYHK)H zwxusmMk!w7eG@bOW+v+g3n|`3M0Mjo%g5gF%$wxLyyX2a%8zl`g(Twm00#^9&v<_1 zFOqu+QLK|$on;;;NUbmV#f6T!B5>%YX4%E_{bl?51@@oOu8jN7ODWxDM6u2$I~5#p zpOjhdJsEsl%-_0X2p(E1lZGQ}R)1==fdOcje;jo3DpcB)tKTh_<@93(QIwPH^qbN1 z3foUO+OW%Q6ddh>HrszAj`FYJh#VIC59;_aBPVe!tLVozqR=zh$#dj*!BWi$x8sF1 z9P;&pCTtwmS;L`RO?(@P>h#wq@8mevq>4|n)!jn{j+M)!G;OYWYW?3D;#*5pm%iVU zH}9lq!}zJ2Vf6=#y|ORbFL3Z%*k4$F zY_O}%^`}PbAAs=-&OK9dmi6>w15sW2%lgMYWsdX?BKp5sD=IcAR6Rcjzghkf4(;dH z=KuZz2i15kb`vGAl_<(tc6z6oCF7V8jv(e$DvqG0|C@<#3sIf@NIxz8BT4-n=z@O5 zcs@9(`8Tfr*vgOcH|~F%@dJk$UJ55yA{$f(}e#2^JOjmRIxtrqr z-?>t^FHgUxo&VcId`F4u)?W`xDMFYh;Yiga|LI#MwSuvrLmWErk60DExk+80X7Q=kgssN!+#J*7e&~iS^su`TnkA#~O1A zZd!k4{jY8M*;ammF3?Nk`Lkn`-%~_kXJw~%(}Z^n zIJUXSe@pj@q4z2@6#5fD-%k>Sos*qDC+gl~J0H~;HnF<4{{P|Bqu0@=H5{Dd#1}{u zcG}ASB~Zh0{Eqn5I^WvmIxOa| z3V(GC2iLapvshq1le&K3^dE7c|K0v);FN9C_P3DsKVd(Uy8pSvz;9f?3L-(S64kXI z|GJ;vFxQhs2A%62CDzZr_3oT}n`b?tKWB*VEK!~P^N+iJN*Xn{<*n$zyQ2OJ40_}; zvPo@D!Ae6@Y9#|EY-O8?&&sO7w11ty7j43{X-c}!7bay8Oo!D*cM7p92MsuJL}8S^5;MVgJdVPJcXx-h9aBOe~oFbEMe+iEfnBYgt`w{2EGpw~1yVDwDvr3!?>&Jj&%{>9ngS9W2HX z%&h+KjuiCAxc_0sk91&vjQy{z{7B!Zzu}a?J)*ktU(B^_ajadmW7)A?{lz(1bL<@(6BWD2)W-feaH?4$X1*}im0JDBh5dnjP+x}m(Z0-NN`GpBS~ zy<&QMK7wF6jApn@_LHH%m1-ya&nVaS-T80|Usr(zYs6iY>uWs;Hl={LmW^dKEKgvW zN_FGfxi)M_93C)Mb$Nn3J>J@_Cs&u5>hk(l7#67uk0JPeD~dweB8_-qI!0 zmNk)|!wRfib#7g4`8x;WfW=em!$HuI{1}ggW19^A#$(&aKjbhTt4^#RfYH&WJ!*b6m=t4tsz3Az z{BXxJ<1ygG<(HLTI6kUm`=KNG4B33#%sYy=oi?b>#OGbPE5T6uD==y;d8n)&-O>%? z6LTJGl9F-0#0pdKvL8pjFkDk%ayY*)H@8pWy*XfVW-H-43VVR#9f0A0+n7JqossIR z_7C-o@Yd*y+O-t0M$ixB7xoWs$PEgA)Tb&>D-oaSE-&1OAN)A(r`nGS{HOw()Ks*O z=46kNAMm06VXsyH0s`g*_6PO}?H&A&cCRhvUau|(Y*ga*30TPj9O03F$bT_DThZ@_ z7}@W31e;S`xQ~#1P}6TBUj5m6a+m6~tTaoYBSv{O5rF9ej#$ybLVUX+u>=EQwZ(=`sEezB0u0W z_TMNk@B?NC@xvaXJdN9AD*unLNGQMI3T#&^{#I^(A)opPnA;`R2Di$CqyJH+v3EO& z_MxWdChV6Y|J_Ey4SA3+Y`;Jr^q+7W!@~`K!~=@{7X3NeH|!tk5Bv)3n+$uUx)Yev zzvy7-U=QG*IDJi@5g*FWXs^)b?AILw+@WXAXbW?I^}a#`xie{;F<_ z@6kTv8T1Y5Kwh|w_8#BW__A`8AHG*q>`gtcl+Ur29QFck$bW?TC#0{A=Vkk@*!x`k ziDKWKMEM)t$Pdy@T)*0~GwKKZ1;QJbmr#H3$9Mw#C~vrp>7#w2epP>rhkn!tq@#u} zz;i3(UwOIyO0!;_wq+6Sf3Lp;hW3DX)bzCSLi*rGIM`#jjnibv4}TR#>le|phP@up z=6?e{>+QdxXT4R?vjVGY=vg?ul@sM7qwnN?u$WbOJ#Er`89l2pEg!V0)1t`khbuUO zVO0;io4VaY=g2e(lH17v`_2uBU^rwbzDo{;uc=wp%n0WOVJifqQvgo=-?dN*SxOI z5e}>USoPDzKF7(H6Pk=*o+^q zAVbfMuh8ODKlBcIB6{SoUUZhAz*ahKlmTE38Rdee@Tr*G98zCcoM4ry0LmP9Xu%51_@O{IJ^s zy+M1F{e4$Wyd$Ne(*xjNabr~ecAd*|@WWoA-J>1K{w1HMejs7>8|@FP-$^S!i$Do9 z4nxfH5A+A2g4f8d?-b4rA}i}EW-3{FJR4rS-42W?`Q|G1BpK21C&Zr`3M@M-mvTH5KmLc~{? zDB82^^!ew-OJE#maErA=*zwvDv$gKhd37yvtC9o_e0Op%I&+!)A}U&Ct)jif}!asaqvc z{>6yDI8mMc`yR~vTr%GNESmNF+X`!Ke?`cj(3{YI{Th0cW&+YaoMT7BDJ-B$dlQY1FSyzxAwd|Dx#To`m{8CFH2O{|GLGd{6EyacT^Qg z^FMsmm357nF=NJzIicMK%nD}2gkk_AhBXJwIlJb7IjjM*B0ATM88aXPYtCXqbX|St z&eW%8m|f3Ye17M==X?LDThm?L)!o(Av8rFP#1$6{jNE>dRip5VK`%VMbk=U4mZR^k z|E7;?b>jhxpX}VtfA0w~fA#j5lYT<8_M-jFxLzDVBu!z$$e=lV~SuwKD70kLf=KWaS9`o%c^ zk(Z##&yAqI{7qSc6#4`2Z^3LCoW2G(ej4NqV_6X!1jTk@cqVCXr=}?kduk6KcVqdh`MP zL`D_;b%k!fpkCG6FJ(mjb%?GmK^_0W<)%Jn)5-c6-*b@lvAy*_-(dY&^QXK=h6(w@ z_7AaZr~GN&n~dvMcS@)MLEZczUdoUltx8w&Sk%!|tSf~#iR$rTYXg5ysA>LYx1TVs zG@=C2PBQA)c4(M1qUn@g-`k#KohiI!p)OUPJ@Mm&n&uz0uk-kp=@$y?g;&?ZOZZvs z*Z+;?ZRj<(&}9bwsCYll)Jf#ugc$K42sx3__zGJ;F~@Yz9_3pf$uO@g)7CSn@tk^s zzA4c)BdC-A@G0TXC6^B&K`{?v#r!3--l8%WI#(9-X8o6v73(i-!{U2$`qP3S_>@uC ztq)%@c%MSMtS&ya`~EAXMgOrc|HHz1K$YKOoU$`*KQ&&sSpOLHrza)UlAw-%rv<%F zNLyRXDm$R#0a1S&dS%FZKD2x?`PW{7$8`mJ`Hwbvg}OB*)P|sL{uEUI*E^EWfd?(V z$m4HX3SYn%F#=P&vpSiGV4!!#oKtSWhOuHeu4Fy@%E$_@jZ(m_Bmu!vA%7VRtlYZGM2rf@HWoXLW9^a z!G8z(9zal6e(UC1>!ra||EDN?OITd?jroRfLM`6(2ji1*{?nrS$U)oA$FMFGFO_^t zEN+L7$iE|f??h0ie;p^JPLQ78t<`H_l}LvEsT_+w^5PWTwEY+M`lZO9*X}TsD>28r zvbD|?677F#^6x}k6{tPFmqxbZWh?n3!|2GO(z2|G|f3y1Yqt{=4MfyMa`U~a{s{A{0 zO3pHp{){4sb)5~h-QEum$y<8l&=cbPvuRYkTdK<1{N0Ry$DvIU+qJwV_D`-Bc{};w z)bgCNGu1z8yqlp}h`{)I-Wd8mo?vQ%GEl5%Z+*3# zr)xjU=@wRre|HXv{dh-M|G4)0_I}fjDjeCEl^^>DNZ07S+l>ALdC$kZF5s`>!>{Gl z^j9D;GJzoEOh#RY=X%c~rg{$dcyn2t|NXKx_r$~ZiwXT{mOmvc)=$Zuf2^VXL&%?T z{yK>=m`PAKe#Pzo?F(}~HPbud@ge3+;k{H_|x~T+p`p*(H>y_lQ{qDpC7nd^Vr6xI=RBb-QlT&n4`E}`?uEUUg zhs64!e&NNbAGXrk&))in{Kwm_yQz z{<#_dXn)Wf+uw|SoQeF*CI;t$Q4KnV*MBZepY6gwG`uOie|jGasqiS1roZP<{J8|R z`V0Kq^Ioik^%vyQXuWO5KiGl%8}+Zf^k_fh{^fkiU;#nh{E5Gvb4PfeD@5Vj74LJJ z_W*nIhx{4!??OuV4}#!RM*X(udC2k`=Kr${^Z!Lex0ql7f-+FfuZocO&UEzsc$+#C zij7VF`8CE*4zr=N|f0u2ciG^pHik`7KCUS~ySxJ9Z5zLAJdHv!v;sblQ zf6_PS!rJQtexKL={@b$Td#}t(=^pmVbv$$GIvm-UwZ9L&-h%cwdjDEO37tcN8niyU z{EqoaWBt9dM6+pB{$pt(4|lm2D8}El6hDZduKdoe&U}%c=B_f>;{qxz z=q2iJBhhUkh;qtk{OQ4ur8c)6ee!I$&FWM5yw=|eR(ER83AJpZKbr~a=smxUelB@$ zF4yb&)L7yD_433y6%^~ zwfn1P?N_Ar@AdvXrFoC}%|`!{b7W&iuf_`!=NAedT|?0CrG$)T2v80J@jw`2RRuBN>{wvXrz62v^qM!)f0qU7B5{gXXALK)_H50AB7(fv#hPSGv< z>CXXzXlEHcT&z&M=)YJOR{8ter1YMJIYl>ZKb*g#{fzf7?W@1T;{K#@{&t8MIZRNe zKj(Mc5G%KPqu#x4?qSm?yv&vC*SpR4<%F8@kJq2d62ZdeAq~9#XlggTN*3kTf#@gy zekCwxyAF2KA2->5Jxb{wCkQ5h1PW32VwlUD<@{6mTE7{S~G zW#HPnz&H(5Xh_4N?w)lrA~wyS$Z^PXXrznZKy6#FXb{nv^je>3{} zwEl)%|CIg+OnD6Y$9Vo5M&-Ut5cMpho|lFvNE2KCGplOW8>|+EhZjD2;AoH5oX~%H z&(gKOSIO*eC3ufSy6X8u89{GWe&hrGjr#`|DZ(X!SwJAaK07JvCt?49{`>!z{R7(1 zcz@&y@q3k^ZvQA~m+Kd4W8eHs_PsqVyhm-GykP8-As!sXG^;;&pF#Z@=MUkO&>ezk zCm9WFyE1{fY&zfK@j9zGzluCn^!VzI+Wg@f(cL5{$|=vE2i8kqi5s64y<6lkbEWX8 z(;eq58>^jvU8nCi2x6a1MwR<->gU65B`N$4oqy4Cz;69fi0DtmYf8>?pZ+`` zs2e}}J)M11YGasx;q^lFGyC$_?#~$YuNl2r`#&PS9~0EAU%1z)7tEUZ;JWa8%Z2yh z``wns?q1t5nf+frOr-Sl|MhI`*%obpTAtANrv!EL*SI-SBujizCgjwNL*o1)XR45I z8|&2)^k(IU{`yh>H=`%EgjZO&vBCG}^ydXZUH=WX=KR7wWF2;~ncsDBezq&mw?E%` zSL2{J%inDM^^y{LMNl{X^3!4PzGrpA_fBM%Zg2jG2mPVy@01+h&G<(=^gq=tL3z9B zkJJ4R^lRh&j~{vOdZT&oikI^)R1L-G?5BX1Eg>T&oD!HI8_mJEFfNx*kMDZq8 zgGZBhD3!jD=pQ&Xf_x>#9XRq)!)2VjHQ+ncR(YE@zhb?Ge1Kmyy|VnYO+XTRQTS7) z^l!O6;9U*gl+^T#k~bzdj$;XU!!RDxp}r6fzSR8T9YU*5H9qu-EPwRF^<{*Ee|YOK zwio0N{2;#Z8n2ojykR7;+KM+rKR!qnc(+zP_>D=?ANLjY$p2dH9fG7Vz;qw&l zQ!Rw|#jlEYK6mn7=Pc;K54>BUeBclDrFtW&BkC94gw*&B+<2_6wtodNzN+#G?^-!T zd69k*@{QhuC&(0?-u?>3M>b-PaU{-%15(Yzhms%y7AA3*xJo`U=#j|l%! z`yf8}U!aU<^?#sm9Yubk{E9xzBEBcB?;QWCU!(l1-nZa=QT850;|=(Ryn;XA$R9Z3 z10wv@y5g6nww=I3R_%cUyAk+`V@SmQ_|PMr{xQ5)^Aq;52o>PNsuhT!#Z+!>wBqqYi!9e zzGHrrbUvhcn^W8GsqhB2TuHB~=r3xxlNgVVZ*h7*txF@(AJl1iJ#L#$*seDXRJ@5+ z72YD@-3R4IekzXn9r$TL{j)4r<}W@KIO;)xvOYRM-r^MRP4fKi&H7noL#F!*eG2`K z_CtQa)%MWjZA|G7O$XlXF3J~4+gvJtIk@rI1nHqXo2JVXj=!sN#am$jyd$E%;BCn% zX*uM=fF9nCl=hLmQ$fC!^2s>7YpUhdj$g4IkMN}4p`J3MKF0Pp_(y%HxHkTtRJ9<;w!zblpT zth=bs3rc-=73GCIAU)%@4ZNEn+&JGe=ASlmja60LJBsocw=v-DR!tAyF}3m=w+-OU zGpYPwzUIh{%XH{J)HCLzz*T;=`N#j{-OG2!{apVyyn9{yFYjL0RPSC~KJvpZ+bXK3 zbf_=+c2)O1@vPGNmFH`HiDmU@d*S%KYFSTZUMY6Bu?8=Dax8KOt zc{^x(>6Bxypt7Zw3VQ51aiZ6qZu8#Pc1ih1{T=GtC6*;pMs;>ROdND*5uyvLr@}<9 z+a2@#t;I^_SFN0L!{N8sKq}}aucK*#^G_A|W7jwv(Ni&PnCrGne@XFkbDYWbZ7;*= z)4BSSBJM00%_+JCr%pKi!*?0Zk2v>98k%!+XKS64;%$*vW!6-mbGkc6JnSZ7_Z0Oh zhbwQx9d3K8XWHv`8N!b)PoE)g*5seAp1bxXp~=^&f3!Xvku3u zT_(y%SAI*bs&Op3R`lJBS%N8V;N{C@N{INA@>Lwnngie+g@e_oQ_Q29?_kn4ho zs6p4_i$5?6S$7nn??YhSp`??8=cDh=1fh>*l#la~Pv^X9l<#wYlkhIpby;XWxBaqr zDe6D@iLL-aw4;m$9$cO%1#S+=IO@g{aXTgPki&82BKLpWHeBIuruFy3(|tvLnwioQ zTNaelwi>Lr%9G=}q51yxHv2De>z$X>y~i*viQ5HKelvRL&!3f_Ej~12J%f;@-^dpNmyIYTjk&-zgnO zOzzgVuF8Kh^e^TQ*j7dVD?#~|C8(=E*Wv5lvMMS310#mUigDtXBVo6)rIf8}mHIEo zOA=ivg1XaP*A&CvNeAg|ZPcIowsu8sA^m42KR-O3RmP7Jyfo!oh9LT*j0TPR^olvq z+klv7oTRq_G4D0YpOUqpUDRcSi)cSHdUyvx{}Hzfl>TF`KLhA(TF8}Ed0QA=_%8&l5&L4|W`<3Pu zC_;6D7|&!hE<^NtsR`XK9!24~Y;Pm`%Hx;q7(jL^UXi|6A&7Rdp|;yK@$CjxI5RI& z^s~gGl^$+b-zWV!*w+%^uRwcfx5yX7XhVFjzngzLLZgPEgsPGQF)T7v= z=8;v!`o+HdEf&!)m17&3f2IGqnYMr2kG!)G|22qj+#ZCUl0Pfn5ta=e(5TYUd#nw` zTk!Js>zQA=^AxsyycZpLP5SOeP&a=H_`@kd%6oFnyboLC^(TdgkLuGSjavu1>;GMR ziydDbql9;u)3=KksCi5-zfJyRC--Lc=U3s&`t9HDG01oBDM71_Txw18&%(Sm@rCnQ z%md}my4!7G;%%=WTDPd{mlCG=Q}W_%Ty;By)BM?fdguj}-c|IUI+Q^pf>;O3sP)3` z&yqD|qfS?5M6nsvF>j~H_^hJm1WwT{b?Hw-g1Y&StM{#^QX%s01pVu(cz2S$<5B-d zyEY(tF;2<)+jrM1=EWwhJe~5Y@Q%`^)19cCzq``cF8`Gao z1a<8f@aDt@>3Yv1O%r!SvT@Y@rN^gRb$(wU2YnOz)107g{$M@U^s^Lj{!>KmZLw?< zh0ne=tLBAgnExcOru4lTL7n_rzNC4{0<#QV-EziWVIA4^)%P-s=G*TbhLRQ5>A0SP z?`G|X+u3M8vHqb1S`h3=P*;C(*Z$fg9jtV8;;Ab!EQrEmZd|-|sC|E-zdh)CJA%gX zYjc_DZqxe2ur(B3u0ke{Gwb^adQbY^nxIktM)jz>wz$i6Hip9AH2Uyr-e%1^MoaqM zilDCk17q^OVvWN4j=3=9FzZj@`%~TCSz~fHk-u5}Ij))QxPRU@)}H9s%g&7oE$zq& zwV2UIL^b{Ot@~Bs9j@Hf1!o$c(Qdb4Txm-QVm&US!3R@6lorzMdhE|EEAh^s-o(F7emr~ikC*)JWL$V` z`5{(_!f)BU+sAtddN2Ckfgtp}jQTuYeV;Yz=lV6(p>tyXem8N%nerbr?>c7n@3OCD z?DQfx#rWA_*NCy>)|V6co6)Om1&gwRELFJ_K_jK)z6$qloO?dhy;TT_d7J`yJf1aJ6qpa;;OsL$Uv&9-9{D z$fg_p=}r*)h%y?UHurlep5}j$U)4KFNlwvC+YjDFF@CDvMKjn<5AQ~hYom9g9>hpb zg1Y%bT$-1kCD(kNJSN6(6zl&tzouB5y1Tsopr4uinDO6>((xy#o4*FhNcU1Y{C7y2ip37Fs`PzQhC$;7boJzjX2w6f zqh%q2iU0B>dNn!=b(e}oBz5X)}K>zJjj&$Q1aJ* z=_&o9$~Bk@oKVyL+r!}9U`p!Bp~seHvzy+`x_JmOGJ>FS{^JnxEYGQt(PI63?&i@z z_mNut4JEqa1a%<&(66^xm#V*ZIqe@Uyvx0Q8J{sAQ1h<%I}r>c2sx2aUVO@R=1tx? zpjZA^?;Ps(+5!q?_a&GB1Uz`p^FP!w>f#DZOz7ClEwE%cx^9r&rR~)2w&1=Vuto zRV&S{6=R=h^Vji27f4Xo|DRq7eE7rHWhlC7|NY_l0VQBx`)l6OjqAsWln&Y_KNzF^ z*ZE^=dR91aRCvd@GG}r-@3q?eWfH}otkL0Lz?l3WB^5a=tTXUvAR^hze@Y_w+4Xxy zqBmYEnM&WM5!AJR;QX>@Sz7WAl$yff9SHMBd-=!w$yonp^w1wDzc{}ker6DyO;9)f z1&nk_l&p1wN3CnQgkk)?Dq9EF{LP0`bjwWoGmD^Z{8OykT*x~U=AWTI>75Ds7uUd% zzghV)fBjMU&FIy9fkxcl_D{D~-4fna=6~Li z`s;$`LjTPpy7>fk`g6Yjudi58Sg9!=v!50F->a&G<;>&OfK&9J?Ejes{Q^p8AwgaK z0T14PX3M^|%hJBj9#(|He>)JrtVH_cdj~_kT%t#hDLKm``m>mzuK&24aeOXClm15g z!@D-<&DzgQ|NTJ;Eg=Xwkx}LTjrv*h&W>ww6y3D`5fA+VK>fSJ9aRJp?^Q_y=2LTN&`7Xw_smxEq%Z~ zg^b2Gee_InP4#Ei(w#1g{p-Ivh8_LTqo|-atA8{34WfM45!C75rzw^{p!&DEq5Lpo zq3CwYFY4b|e`fq6AIPt9{<(o7Tp(!Ne~C$z&^0)J41<0wem}BFn;32XbR*GGL6Mye zIzIJ(!XD52rQ*1;u?+LHrg4>=dR*`m`gapi93-fle_59uU(dQ!TQPLOntQAhgqeq`@YhrJR z{oAX@&bLhCZ2$NXP_yIha(t_J9kf-N3(JqjGEUi<%5SL2__31`+C?w}5~lr&iN&k` zT4Yd+cpanvyxTYXTr4HZZzli7*FE1Q^L0;^o!dWr-6oj$-9u1U|JE0c9#gmY%MIq;MgFzD4L%{%@Pq6;CY8^1h14@ji?KkSBnp^o1!oTA%Zf2jZD?tdU3 z)StM&L;;}$j}g?Z|L1o+7{SuybNRcI6eh;saRuuk%O%S;&oe?;ZXJ#EB!e~5c_;Gs=V%UHsHkFDRrX7`O))N#bWxbZz%NF38Fhm zP}l#g`Q6S*Cm$cLT6g&Y7z3 zvp;{lZj5%p{sqcqU->ofc*gPLA|-T%pl<$UskJbY^*c9tf02x5g?EtFzb?LD_0aU+ zC8E1bP&fZ_Z9ne~bMC$G?5mcW#s2TKhFzjgcF?^0+sD7f0{J~g_l77tQ~AI0qx(~o zz*U0b1X0g28Z^D<6*h{zn>$drxc^VM8UNV7M7rYsp`G+8r=_nzgrD->HQ^8nj?u}2q<`bPc; z-y@6jyZIeCymjDuL@~0~hcz{D)KAj%a`5Wuci!NrS3YE5{RxeSk5KBv=IsLV ztd^&=@K#{NReEO;j(h+S4m@dlrV)J9tn_E5jm{$!YxtNs-FY{~TShlt!zQ4zcNo-< zI=!zb=x|*O;c9-4di{$uj_qpYA**4`9=EJW`T7*@`rq=cp8x&a6d)fT2OhY{5tO%kSEj^(gSY1UW58< z)vZeUom&P7?@wP9{`+vG2kU>dhw++8QvIv7r<%TI4Gj7IbME^i9#MY6S{eEQ@jFxv z$dqorpQyhrcl_RbYU3gBr2X508?P-uzo6X4YX!z@0-Z*6bbnN;w(xeK%5P=C--UVc zA3PpZ68RgC*^}}QeFA+Udy`Ne9VkfYxzczC+)-G6Lq62@){c>pKEhGoC?B9WzI{Bb z$KoRXvMSH!E_$=t?GLw=7(qxj8~{XctcRbb8wVX#T^W|w%rE(hWN(q zFynko9gno_D&WR#BzRYVK1Mij?{Adrv$NUW8$RG7>Nf9Q9If6ZV1C+`!zUo0&0f5Q7j^Iuc^hx-ZntLlHkT1WFgv5Z;- z>s%QP{>9}sEA%1rr1P@d|**Qd&x_s$jeLs%CVA$r~ZLqOTMMQqi~^i{sg`BzP$M#w+o_&*EskLMI!_@DTd zKIrxz10VJOEFBE5`SeI|G(-7z_WW{dG8-i5v9E}7Q!#C+Iq%s0QtC(hPbilI?LSd= zruz@@?uvRcdUrP4KR`a<4+AH@gD>ox>CPXnOuZh+eBN(g-c`24!TDX+-MgBNY!@Kf z5BrU{AE_(9>#>$!m{Y&=ZJZ-RSrf|eV9?YDPyG)1E2Xs3;!>F zkKTFeW01Fyf9MOyhw=RTWr`U)pEinMvZ_>mdwcrM-nvqI-2?lb*q?WzcrsAz59jV^ zn>vDB6ZVT`G9P`=B3wKFMSlSu(v#^uBU3~&%dOjm+qc^!&Y#=%%{71Aa@qe1ns`Uad(3(5<?w$J^b3P*LAS=fw&?D^AnW*W7)sf$0A(L|2|5^pK1y`e#X> zlRL_mjTWyfr}3=(%b;g<1wF>qvP7>df1`a(4zUX)f8a}%zuJPnB+->3sOx|64l~|K z(|jK93|vR5c4=0o&Vy&8FrZL&yfGfq3QkWj&Te9i zdH$#IZ(sdA4+Z~f{pA<=S0P3k62v$zqe}mKI`UwPtl4jg*ID)*jqW?Dw)Q$pRidj+ z5c3fkwN9_`QHnc%FkS6!7nv`G_uH0mWbmx6oKQq1U0DmKl412KWzV_ z6U>Xg*Z3`6pAo-x67|pNdp&~C6Ef<#yzgfzY{Itau**kSTMBPeB7V@wx!#;m3+A4ToW-LuaU=5P4^bFcGRMgPG@9`ZMr+DR1Tl}5QOB)KKS_c2Zk+q$ z`3}~C!mFhlo@PLEFHWeb{=n-@C_i48vX@?sci62V5mZtR3fpme=~vMG1L$Al{ewo7 zP-B9a=gFw!ytf}Er=Tg>9?APJSl>KaIi=<=58OFLH!VNnq5oo|9N(MJ9}j}M@i%c) z;x(yP(IFcbT#FU{v))YVTk>$g+n|LcFtKLxj! z{&Z8foX=;U6Z;=amDg2E*-hVu){oFX!v7aB(2n3Ng1YfD_~FVAtl7OPd*jZ>Fn1a- z>)&u45Yk|r(BJKeZVW-J$7NI*zvn&;X|Sh9EXzUk1E*JC<~4AXpvSl{n&@@&ci#TO z->gdADeES9#ISc19+~a_!9+ex(08EkeF!=clz}pTiD>^%$`Ud6*lYT}|IqQY_jmj* z=)LKCPlCGsV_EoWigd|=on-6pumcqSw(plb&zuHwLMy-Kl9|Px5Dvn?R7@8{xiaBNV9HTLd5#5@0ig0PJYcevN5BF{Ws*# z_`1ChCDe_euK$hbQ4ROc!`#wPxcY2E5l*Px`XBixcm9QZpuceNhwr}hrw2Z0PzlOvj0{q6nqHY{bTTMT+}#NCRk;yv@&O|Rw?epJd_uVG^$CfR;)?ss)W`APFKP78HKUJT3(dKV{6v3aM zZvEg>@6v5{n&uA}zcGIxbz*1x2aEfM#`&v#{QvlM<-WxCFcegSO8?7C=NHxKd+J{u z-XEBt+28b|?*j?y${(I{@H^>U_zG!5n@F*Ly7kbA$CbR>a*A&0Pk#mw)XiU9%UpiQ z?yt?<<=Ku&?}Kp^(4i)?W~{ANrqh|385E9zqcFR2dC=9QBdy z?O)ECuhQl+yj3ppO5zMA`4xevcZi7M~lU{gV4S zF(oVfmnC=q1m}OLC?Vtd-*EaqilA=(5RvZU1D2coFG7D`R{Sq&``06gZX`h+a9r=4 z$guu}{Hpsm1v%oG$uH*5KaxK)dgntU4qeS0DfDll-0Mm^7td*T{wklE{zz{9N6h0( z{$6=XMydF{C){8zu6yeR#-PulnsNOThj>iWOyq*bq_>9qfe z^%M3#DY|L@{qOmI3T`hw;$i<)?f(@7{UnMolb~__iTx+cYirM4^!wP|^@RSNOmtHS z>e|mz+-DJcdNA{c+)p(B$3?I5~}slkP8Z z8kcrSw6LGt7yPYehi{cQMYlVD^j~%URY=fJr-Wt@%tufLt|!!ozAq$*aYjb1j^QyZ;zHGW!9}mL(iGnJ!vg=pueJLFbLsm$g1Y{j z=EJqOQn2^_1*iQbVgL1Zak>RA)7&{lH*J6PKghLl|9w6sw1A-T{73z4b;JG-p7BcF z{Lf-RxzvkhH92Kx%0J=>y`)?$EGp<1QG~?=b@d9vMm`YKtzUuyqvKiH6Zdy!nIFpzQN@&a zJNaNty!L+23Zgqh5PCvJ@*^3LlqlHB7aIuKtaF_>8|4_cG{(>Yd!0#a|yJ@N4J&LaOH`o00- z1Z5C--2EQ&yKy*RigPF{Oy57`TD+>vLv8-Qj=rxasN27}IqUO9X8q-4OwaRM#r|zj zuMAnwmz3YHq4;LhtD^>kEHnBsCi1_LGT1~A{ai*B`#qQI1!LpyUKjg+vsP4Y zR-|TmyZLunSHIDuQ)k8asjPpxl;f10Y5!H@-TdMGk1dqYc7mCZutnYf3$L7~Ns+!c zh5x+*c{5zh-dCIdY^C_CqbS5nZNJteO4@?`J8I^W5oJz!|+9Kb%2-@hR|nBW0|m?y|+a3<*m zTYoO^T6QUxVP1G)%ek4 zBAf30Db}x5Yj+uxe!cvD3&l4pzZ%Ud{I96;TZI$3Y5T+fKgM;V|9`XmU;pR*pA>fI zuksljnwJ<>40_~udkD3hr9Ut5L4($3m*26iXU{%pbUId?fBAa;X4%$Le!q_5og?^= zpmF~D`j_v|^JI?|_6tYO)ZV&pz(7GCMs$$`b@CHj;dwlJH|O$$(J`^&{?W(9XZjtj z)kn~uC%Q`nb>pXF&Qx!iwTa__KjrgFUkcAvLke5z--8osxj=s|64c4x{JH=IFE0vo-sL zD@1pVAjTOPjoaFIJbt_{%i|1C-=f}n2w7Vxh5Q#OL$ufTUz|7h=@+$Op^1a;*P z+;aMblt}N7LjK1n?~j(}6y22n{~kXw+fA?Lb6WTxOm6=%^Pdz&1^J7hZvE_+$}>#r z*F5sKNontj^K&no{eovh!T(*NizBGhKfyI_d}gnmcU>8MO!NP?Bdw>`lA4u;{6rJo zJ%YOY;~#E(Bju&@2lUGoH%1in>TG}g|M&S#K2F(LV(3pSL5x!}s;ocN&xb|*WB)R_ z`VZ+E_pi+Q53wcgPyXEf#R#$gYV7~_DT4c|081LIYG#Yj9P~Ty=Rvm)*3pYX1KUN|MBF* zS8=B_|3{CB?ioRy{KfV2{>UQ6tM(6BDg5}9(56=lX!q}*(D$eRrjIY5@Q8)?QvD}k zT>m-$Nx^OzDSgF&R_8#(tp5Mk`InMyV9H~d|El|+n&Sks{9pP7et(ujJ3lnG|4S;@ zD}uWA3n;e!laxM#f16?Zqs02Rbw7`;BL^pU{ImS9|GcJr-xJiee_*`~E7`*%JZja; zTf%;@@w8kQ*R`(4DZ1qi{dq@F*MH(14(?@b=>3DV6y7oA)ZY`FC>lPb-uCXM6LoApeC8=ii@@5H+ZA{(pL@N7^yY zC&m3Y=jR>E58kZZA4(+p&jfYz56?QAzerpEIq83_aI<2hL_8K zu_Y(e@|FJlLlFBEGV0jv&U+TIz39$}b75ltx8${deA#a$IYl>ZKeO_GqlCT_)a4)F zDDOw6em*Sj-x=+ADM;=d2%?|Jbbj@!yl3%r{|V#g zTIK$e_I^Z4qDxIsxBoLSFxPDs9g?^7$e}01{z0>-c(+uQD~k3{MRdOq%maok>its{ zwF>)B)iIF$`}ar=)ZOTk+_*Qgcsyn8|m_u2@d(n#psXKe2A^jX>@y z-^?g?d^E4nDD#b>g$MGIwwoHc2J*inyZ21&)t+~dEx+en>?J(Ar~`rKISRN@z|{+< zZTNG=vso|Uxu%Eg%C2X{?!wc{EXA{4H_XYTe#r4@ux2+w8=RU}< z(bJ6)NB+hOGRFK-4lLx1{FbyO@VtZYyz}vq&C^&1s&9A_b0S=R0QYi>UY)jO7v)jY z)9Q1&f5?Q<%i4?h#`-cEG=U$KXR|GVzpIjG(2AnJqa5%oivEl8!!use@}s{zW!T6_ z%CF}6Qq8{@hi4-dNBQA7$-$t{{_Pn~P2YveujP;Q>b?FF***JUUf8B!y8H2Md&?av zoOJ+iPx|tHM9-3mo%`}=+4I%s!rgeD%r#b3aqr7p+rnkfroAK=Iz5aAuk)1NBeo*bU);0ZRV{GmO5 z)L#=AJOTD0{e<>BVz`K)jt}rWh4!vO`UU+(^K1paQJ<(E^?))D)d%Dao~eLC{=k1C zLx28neFe|A&eZ;u`9ty)3jHGZAv~0>G!&kORnLL-h5V`IL;X5% zTzEseYI$mM;6~4D=nvo*@znatAw1Wi{?z=OM0!c{NBe5}wB|oIB6`*x%Ja(!v|l@t z5A-|MVD!Acyrw*Sp1m=G53c>Gapdr}JWP?#{`{Qc*|LrBwA+Q|ACfJ+jt}+s3j6?h zvQ_hUQR`=dH-%?W$6xv23jCozpnSNPgYcx~OT&%&*oY$?jE}i(0+ow#EI4e_0h{Mq zHGL;BK7kGwL;gE|#CH_qJ^G9BLPZ&yKs|3PJZnOKV0=lTTtKWWI3|t{>I3Tq8DH4 zAlkdLGJd#;_{xew_Dq|UU+6pN8?C;PKH@9omF1}v&3{(d))Sw6`H_94-xbd5&95q+ z{JQfdil13bCnd9k~f;79Fmr3F8zPqjSgKM8Cc&98&W)8rgwd~Ctt z=~~r?rMMz*bvTD-QGqM*Giv#eK2ha~^OmJLIS#zuK+Nw^->UvBO#G%1o?=no(2u~; zo=NI!a0$^Ks87{%FBknw^|V@0cs5n@&%)LDbP3U)jp;*QB0n`ehbSldi*bC}MDsK7 zgK*%O&md`?{H-|~DH^h;3rG!Vyjn7)8^mmdasRPeA48(x@CF9 zr9B8wU|4U0&;E+1+u}k$CFM7P8Q0s87tllh0>^v^<$tAYsFfG#V}k|pjTSkT_45!-Lz$CP*jyuKb+4O$5XK_l%vgqtP{7(3|a(As^He#1G$b z{*LpJTnMnJ_iRINotT&B(^YZLF>!vyHnqNM_Z+c*2)=daJWmS@j*=|l&YK4n3lsMo zyJhNhtLas3cs1i6_uSA<#(Vl^^e7JYZ`B7ns&afcqc?jeJUt~;i=ghD#9H|DXZHNJ zzzxrq#jvf^0AANlU){fPfsmgJL|2HQuKs+cT-YhaPYKTB7ahaq5Pi-T74p8hHJ?*- z3(ha|(Fe$hjH-SXmn~@Up!6+PgF4##X_ZGU9XnCvpNZ(uZ*n7H`JP{$d7GG};v@EP zLnOmFLbe2J+p+R?DEck-zfo?;nJs_m%X#VP(s}z2MDJnqDBXSwzP1>$PrK)ZcER}` zToYV0=^?Hojznl#wdMV-ilE(c9i2Tjk&+~APm1~!-6ZeeX%)IlYc!6G=lC%4q zpa2nIdk^&3*GIqC)nCByqSvLs9BovK;=sbpco&y;Z*fO8ex zV>HUIbL~BI7F4*wdQ$$Kd}{i1?x5MJnB|}H#E|Th``uxUiN4pyPCfSyZqErdl|R2T zmnIGh-z)C9t*Tb(pkrWNL7$%zf_y>_<|*=D+U_#m?Om^LPn*v-+*)OLFwc+?<(`^Xwdk7F`koQ*v<+@hG5yS)Wkvg$m7kKepk0j* zP?*slBs*Q`zmduG)6$II>4aW;5+ByIW11`+e3hd=RS04pE2GLi-`csC1rNM^m*E`x zb@QULOZ#eml3a{XB=$IXn9Iz=r;JCtq#Gk&RjXKc{>0&_6~$5#S5@ z5$!CeAG|Ep2g&Q{oA%*1?y~)q;kSfk19N;CV0Zpo>7EA0reZ!|wjm=G+Jsz_q4FiIidK;svzji3->9yQR;xd-j~@>iwHO;Pm%X66_o>FS+C4GIU&LO@8VSU0s5@{$pLd`xOiRHA|1_ zJ2oybQv-*QU3Cu&xIl&l5o9CiI`|M-LUhg>Ij{Rw)spGu#XgD?B|e<|z?)NLf~ zSkFHCw}Kwqh{(So{qZ4aoWIN-Kj_Mm>~~m83eWLZ=l1=!Y42P#qVF9EVm%b>#-3`drWBzSLEZf4< zmDbFDSTNPT>%vb>bN_36y0wAu`aH!JTz5J(6^w3Fu&CCZ;kSMD`lCxb;IZA zNCv(>XAkXKcT;^qZ=d{FEExZAyaoO}=?~;Xr$0Qxd&Wtfif-^p(>hkXlh9!1(P|5e z*GzW)nE&870r}gsE(e>qqZ?R(jSkmg@_~2O; zPSNddKggeP{n?fh@*;?KmQiK@Bgd0}cJ_CT5%)CXn&kFd=B|xD?TD^DLA0}s#!vg_ zvUq0&^{2kGQjAk{yZMLyQ~Qto_te#V4huU8<8e#}V#J#u#(5c?Zyk7Ff}cY0pWOMc z**#VJbNo0y+naJn#QY_K#y^T~=}dpR5Y(-o=SR9n zOMWJHTK4g;-IFyQ-<#0~&^t4bU!$K*GkTO0a*g9geD6ko{0JhRj4JY9si11-1i3KU zIdvyGUxGRiFed*;X(R1_VV^efC;j9={&5_Je0tEI-ULxkGWyc*{V5g|9`I|M2KPk& z9T!lkbo&pQpQ)Zi*NdR8|5^sOIVMdeKNFBE)z5_e?*#n6@iP|@it_(#|3|$T`;VFY zc#)rB&>Q^>_n~?lOAz~zGOG9q4xW(sv~qQc9jEXA$u`hulpB{{x6_5W(LF%D{89e~e_gpuUrUd0CD152{?K zREHzlK>8Cv5a$3kbXSu^hV=*d!aD^iD85Enf2w_BY#qM79n`GNj1`iU^3SMv!D zh5V}e%Sq%vniv^FP}hH)%jP@CPCqX7vSpJf;U}j}|0!jME-ozkpMCjj??mC+C}n5b z{{Macm|5^YjuM(eP&fbH`u*U33Hyh6DZG?_P`4#nwEjPyzE32m(|`P=!*h1J-;D~x z9kluHx{<|G=W#C2DY_+){!Ad45dku^y>pUdTC-QX{j~ZU=KQ_*Oj33<^lJXm;+;a{gVocB!L0-_ zPROXTe*b#2Plo#SVi?A^Q>#9#`JAtpXus)1H;14OI5MyIQWt5WR|fY;=0gF#w)4kC zO@GXw?=uPN_TK_t?ztf0ogV0QywgL`P5Te_|DeB(`+u`2q1gm6&ydmZM_HfH_Lyd; zp4|QmKB2#UZvLdb^JLt=nM)b0BZz%68TE|&^F8yS{Zp(j7k3KS_i$hr(SGxYZVf@* z`Xl(_v1qpDW&4}a1#XCUB0C+APZ3vMd*^XJ(Jd#at3Ssc7vHls0VnQGsiXM`e)_6d zOrQ1I{^0_mTS8Dbe#P}G^-hW+J3H)4C6q{Ca9+u}oT6J6(w{#FWA<6Y~WU&ajq-(~=#;pACbBFS)e(rK| z(669BD+%iKN2A3HJ&ohb$MV^-wMwNGQ^?w- znz+4>>~WnpMseSWa7T`9223~9X(w*iJ8B7&-_}$k~LmY{?%p<;V@WO zhis6`TQBVZf!~nh7YyymQ65~cgmqC;YxYDoMK+e|Tgjd1VSSi`Gmm8%>ZR)>tXnWm zSL?@FSYH5F#UP8ww|n=B4R;263+onjo24aJubWljs`YstVGV%#x@0rw@aZnnu}v#& z*W(Zl>v#FH^27Btgsbh7z%ET)_c8Y$L%5&K8fk7%esy?QLQcPyJiRS~Z0*{x-sFs1 znm6IHEy>h(^P6%?&Z5#6m9ZHt{lri$j1SRzm+0OiSik* zDM9UkUzLAYZzeG7wU{?0h7I5~Z21Ru;(2nOUinLremt{{pk6zEMGije)=XF@s`cH3 znhgC#6R=gYZCVh~DZ%kqh=*VGxhWsIq;2-S)9Q6bKnvy)K;i&(VLjPd= zLVV-4x9V-An}~1RmQE@!Mr&i>+BR^~_&@Ug0BcnTK2fpmuPLl$VNHqlM0ru)#`;J7 zpnQ-A)Q1|b@rU>bhyDhACdGR~N3K{eCwP)|u@{HFLHWQR(gP0th4c^(9PJA{E<`qG zP1Rlh3igd`a(V`4(ng7 z{t+MXRBPaBBo7W8*2@S_nxBL4{(|zOy^_Y)#s_={f5;#0;q*%O|DC>pkVn)v!qxQa za-^eLx4H^zNwxjUiux%`-U>i(%+I)tQ^TK%@eDZnC%j!K)~T}fIdD}zDj4Qd=pUMX zg#HBokOwt=SE7fv25ot()^BMMu9iphCWQ0=)$zLo|DUWQCk6!-`#)hF**ryx|1gh~ zzpD0;oNM-xF;qjk{ZYlfF?T|jv)$zTNi}GLrBugKXKqU?#QF^DPV7(N9;lq0vcJD7 zyh+-Oc(ah8?1emO0%`IG<;s zpvS&XEuzOhj*Kez^Y^x&wWQA7du#!1$R72WyuzdY6hV)5cUhv(M^FZeeZ}^nOOM@H z6(j63O0Y*ghxMKy=&_$rnCOh>Q->qcEIso09xFll|9NWn@L#WL?-2h=bf|aT{;=zs z60fB(tCsq?H^0Zy6MdFtEhDzP8O@2zg8IV#gKmG#)uG27wqtTsW8YRc#r?)$%hpeC zMrij7aUO;HD>{1Xm|r5LOD*1I-TCE=c!zK9gC3n@JG2tz$G(re233AYPeuZtUV6oL z9BEg7_R`A?=|(pXy)`|TcE7-EeeARIw|@JoTgCp&`vG@$Otv=QYHsH5IE|~Gt8$te zu?+2u`vsuKxi{J^3j!>brm0pxkyP}lxZekN8Hi@aKjNXEKtbWVz4T~jC{)lxUUd7C z2(r}Qdso`Jc<+<05z!3g962<-f88;f0>yp|$_*$d60opryo7fwQGd2)P+GFw9GRH$ z|G(}pn)xxsek%6wP#&2-YlAe)SSPa2LH()rImta=*Y2lc;%smE|9gKag{VL52SRTd z&qrI8jR<w2(7UJ)IePGnG9Oq(;=qW{-(wl}@eWxo&M0;= zK=j{SlrH+GuKj~M7XKuT@%*0suKbPy&d=uNd7H;_wXfjcto`wh5A@uN@}Vnw<|u17 zy=%)m&&PC%752UTz1&YOf8{Ueaqj?n8{>gotl+#G{*tEC{chCL9OZtu{raOUy<-Ia zllzX5gJ0_jvzy)&_61vxJe*u|O&!5M&cmE#hHXEzgZ!6=Y*@t7EFM3o;E0pre)#oH zgX?Cm)sEZZ+J0vBug0>7cff*dD@NI!Bfb};KZOXQoH80zsmV>Lo%`*C6$NhyKit3k z(|KX0H1#+|H_adRP3V6&lX*Vo6Wn4(gV^)pes_VvQ@8hat|{^_LX4Cli29UK<$SUG zYL~h>uWIiw?d|mT%hxZOeMnKFD@ITU;_mN?m%1Fa=4p8%R@g@$t$+UO>GAfLAL&7V z!krDi7pFfZ3F_+KG5Gdn$+FllwvE5+AA-W~@2Ru0L2m6G85jCqf*|yXjLr|a{*lGe z`6|ZcrONqgDbfG!l^^hhjTFkxwEg2v-hnAa36&-YIg!z7ZS&rjaK3@>E;-J>skGL9 z`^eK%J%@X|xh%&2pSzzP_Cxy?`|2+t6!nLN8|tqd{i#6^dP+u>`E$sl0%@+5j%ARK zg0_vg@7g zzn_)7J%;w&D*H#l{Gr&%qq`!?R21|Th^`_*$eE1#%(-+;>hZY1$`Mshi2H3zN_APg zwq4O=%OCW*x*&8G`J2_h+4yTlPsRG7eQgzrP@N#!Sw^{Yh7WAxfftd^r*4S(Yk?&# z;`%KL5N-KV}YjBEg+W*Yn(XhAtm}g=m+}`|qk$ofP zzefAEnv{?mL0$O+>s61CLTb+%|FA`bcn9*gjdk5Gd)wdt!6)>uI{z-l@!h`iYwrkR zV*>QG=}%LFn1{%yvVNSJWyAOfeIgj*^_!fy@%&@$eiS1*PEgl><5NFKl=jy3zf%E{XR# zS1Ro#=169~=tXs-vJj`_Oxw@wen&G(s5wFG$H=JTmQo)i_@}}8 z{*T%t7Q8)DiBojb{1FfGV|44*f+Bbj#5_etJ&&h&FCA}t>;I$fz2kdIzW?zTR#-K9 zCt5_0=!6-GUZWF25JXv`M~~iD5WPk3L?^EYYGZe)o0ndCtA=?mq4- z-k-q}7A{_#(J-m{_CYr6Q?ieif?e#OI& zC$?o8BJkVO_f7|uM<3-M&4rmDc&#WNxVlnZU5PUzIP;uewKsrf&KoF zT9SVZ@a0p*KSnW5$!+d`w7+rwF>C)mWM2n-qkUaxBE*{@_8D?edB-sK*7d^fT zYL+oimUf2m|$7WU1?_VXpWM-$YoKlq4_Z~(%RYQ{>skARex&zb-^(uw)bu0G>QC8)eEkQxhzn;FW7ht$WM2aO)yg|gc{%V$(GP!uy7mjs;PRHW`83-7Y3W;n z{y#e=P53n?rR(pIFszH9NP_as=*RgT=8vDU4+%&X^2@k>9ZQ5vAgEh^`GqX}Bt7w% zar)JrD7Jv&e?N8m>hb;B`fD70A5T!%|Mm_IVj13nL;I`mz-jjJX7!IC|B$Hv&-sVc z{393@K_(L2f&W6k-ICYLZlaGzz=PXt4#htU$#}V0J#GCJK;LH&)XBe)*I!?;Dh`gH z(+AuT_H~(h<|`FZ#z(B*CK29bf;!-PGt+fxDu2%7z#N0uH^)QcmXS^FVf zar$Aexan>p@TbuCsRVWOJ6HDnBo!MtbXQW-8{!?~vF9J(+u)_mKW63Q{22Xb}|&gEdp!1M3fFR$thn_Dneyn|`~Zd8-H zzS{lAEW(>hP`CaG`Rm~$X5TP+#p{8Zf1kng`d1r~Pm}+%2@m|4pTaT->FoHN9ePkd zY*OzSaep&qP{h0*A+Ay-%Ylm6iK z84fa+Ja;B+>Zjd*^{;(lQ5H`w_4to)Qkbz z{J)6sf(T-q%E90q#jZ&FyF+N)`zT@G@7(9x+f6$iIVCq;|6}}P{b00@Sxgx%A*kEG zCS=@uUh*OPZ0sNGdbLVE)x4OfzghdM*=qK6#{GvGKF)7Izp?+85#7rP>em03e#btt zczOpJ3Cdw#}kV2Sf`qm zPuU9kQ`-K($M`X>Ki5!#(*%)D4l4d#Gu4=NW529_v6JElzDrwl)=W+RVl90SCup31 z0#<~zb8i>sCIr5OnBP}>efGz)h{MUHOl;c=DS>e2Z~=Gd1rrL?#(G^ zSw}xM69k{hLB+qO{h-+RFE#E6`^N0mqpHo#;MFP&faD zXT7|Ig*2>DXULIQR-fVzrgdu`a<3z&pk)XB*i8_0%E6GCePX55vgTv2(s9gz;vENM zvdlfxlvB`xakYy+=;j|wa^fRtV6$m`zPCRm+OI~!lLetKH2=(I^;fgi{JR+MkIe9s zN&f+I!MOh1Lv$Y^sGt9a4+J=C8c97KJdJKV_x( zDQT;Q9bc-QKkTLN`v{^OIjHC#VE#qE6>0v(_%*A)nr*nI|IjJliEL?8I({Nu!GG%b zwc|vtcgVytl1GIkwU#0XNcKByN{~7PEZL7bgKVp%|9Y-nI0Y?d=|==X{rnMG>!x&Pcjj-? zCqG~g6d$;_6tBCWDW{<29Q`;?5aU!1Cd^;(hDDJ68S0;QYyQbc9#us;juGp}b=QKQ47{zqV}FV8E)&$1&-cCiD0LwI&rI=M z`t5o>GgDbkLDTvp-G9v=S13UwL5y=bsEq#_X?El&*YyfR|2^yyaqOLsroVQT@U9Wm zt>66GPE8`Q6z&SX2viK)3v)`IV*1tnM@s$UYW!o=UoacLE9m?H?PuJ7n&G3K*gvZC zpJNK^A1%(0jrW(gsDQf!b>~->%?qDP&FAhuQnmGEaew6$c|NHApUp)1w+Szrpice; zN+({i-DE$Jf#P95fpx|m`W{74cYYaOY-0lRCi?@dKZYysgQVR40OLx1Cba;k;!ODm z{*8XN|8RbS@{RNFJtE{j!CW9rzCR4P_?9^}ojv%%iM?X}e7U%uckylRLVnoFKUkOI z*+~@hfPTaf)a`#Q<#u0_`q23e+CMFw-vHm%@-hDy4Oz|b|6TtwGe`Mx^dp|2j{m$f zWceaF7rE%Lpdck?SI^Vp#RnTk30hZA!YQLAodAzP&xljXfbVB ziPI+;#>t2UGnZ!Gq3O>&BD}{0b>lC1TkbDX`dv|dc8&~V*k82WvGPUFgx@$NH>Drz zZ_saCe?Os&5((r^%1 z%$n)fh5lZ_Wud=k{8L;1JSBub2|~`vLB+qW`Z?Sc^BSIYh5Rt%AIjE}iGIMa7vF8g z$M`j#KbYZ{IP8D;TDH3k{BPu+XGF*=f+$B025b*|&f;gc$?|MR2wP3@J6Wx54Quol z3 z2jkkPKW8?6RI+Y`Vf+~He?Ji29|>ZeAqN%z^y=p$u2}!7j)E$Q@nc*07NI|)uK%1k z6=!q*qy8zK|DZpB`WyFeUx<)z1a;H(b0#u-J{qh}z(1f6yKl3)&9L1XN z^Q^k(rDnhEnR@z(d(|C8{muH{xc*3~e{r0@{3w62aghBV{>fw?1Db;}dwKF})B9t? zoDOsN8`(eC^6s;F6Z^s0BmbPtGs*|5>4RqRYgP|m6UOsevVV_;{?mAizTp|iP9Mx; ztPa1(ffR(S{qR_cDFp>S9P2TPbIjpvQV^9y4<^s`baen?A_!;akIxpwGJ zV;`sD8y#ZE&!N*fDdLUuhKjE_(C|s;kYnZY9(=TXLFfAG01gLMR=%}53{&~88{eYX ze|8r1z+q6xrFKbOmU{85)&gaRT5xEkI&9+P@FlNskcEASst@HV+SA&+qbIf#`~iDY z*uAOe=jkkJ!io>su9r%U$N$*-cuENp(YW{gS@+nCU zXQB=K0ehel6t6mHX(I4&--380yrUlRZ+4!~I^bl7GoVl9$AUDT6PW7YuLg(S8^#~{ z1N5Oi5UnlczDPNjs-QY}TLlM$aEO%5)bU=HmzDAD1|vR!y|Z@U@lHZsz#$pN6X=0MA=P1_ zwtfS@BVG-|;g7~Y7;jd8h*k$s2m>GGAPo7TIDBl|h~z;Hen;WI`sBbV7mbfg}#L=;|pP7Oqg_ zpFHna9ZoiIB?pt9A)EDy+>Z9@p9D+Fu2Zb2V zm`@;&!LP_)3JQ!*D?7!r{OWdMxNq)!|xEA+OQiz{mWLuo|z8 z4`X@2hl5Jchx#KP`GFp!`}h1c{#55TZ(fe%!E&X)J$M#thVuGhJjpLr9(a&^rhTtG zKVm(mmhWg7e~uhyi}9?MXU``o{l^7AUM7co$lrL6snQ3Bd;csS?b*Qa zzU05lS33@Vf`e16?=b(PJfr-DyhJ?egY^gE!SCo#^cT|q*uGd#6{Ge@X2yFQ)DL*Z z^#bD2en_W=Wqw!o3%NMHAK#Mq?Tl`Xg#$?RpPD{5IoO4~!2GP;3mD5Y_OJCA%=w+0 zsE=`9iunoj8u$Ik5AnISXYV)D&yT}FF3LxHwtDpR-nou`G(S}3`N@GVjOU{NE+61P(4Nm9aWx=Mhkl}cofHSRJwA`Q>`u)fDMto|H@-d$w{Eu^(!+EZ@j4Xm9lQkLe)~GNnl-k3%-M4{TrY*g=iH#4)#D)C56kJGI=HX{9*+!Ldwx!q0>Lw^$qsJl`cv zkLWeN)bltNPv=+Bdl!apn!1c58IHAZJgRIj)W{HrBcG+zj?X$RDRYnACqnOUdgDJ) znl12&ETLYDV`4dr;JowRO3rkBj$=(+pQC)U<11W0qMpX%Z_t~LGQ=^Z9Q@(>1@*%; zjCMCGA9SJ|b=YXjE?ePu^wMiQs-y(`**W*l=Muluvc#sC9m4#jO5JWlGOgFH|FaT4uIJDn@@M}@Hq)=-YwBA#hC%tr z7yS!9lH>h)G=C#mp0??@&+Rn3MF`ER`QD5uK9&O?$Mps2gN}c~GmU@E%B4NClI$2gFK!TDOfkOF-2bbZusxp*FZMx$=`PMvSbDY*sm64z4* z%kh4H21g6?VaS!5u5WJS?q>V*f@bb3ZR`JVq5g{L74$=1;CewvfAEN~&!m2IM5rHr zwHA24si?ngW^!kBJ=@rUJml!W4}ldV+#E- zWRJvlQT)^7#Gq-bM{)|9j$fq1JgLh6^a9_35`aG;Pvy_b^=IRm2P#&}5yrMtII~~d@g-#U8IPX!7WiiU7f`y;bjzG@)|T+UWxsXB=dll`plSP!`;Y4@;FqKyjs!8D zt--&$Br%Ukbi3OLNzxs&t4hH%3BrgBQZylQ3Oh4!ZU+lK-uXOLTnDw86ACT%e z)*o2*Bj2+0qdq~5Q#q)p|8KXy;}sJbC)9s3e%)|rT>24${&Iv@ogn179Q3X?@iyDO z=t8~7H22t6is$*uj~Fv$kiaib->VVCc$R~T`sFiv-pz~RyU4Fg*6pYDKhzqkQasja zaxi2?mt>Y9t3%D=f81hCDZXX-h}}L{I*alv(svhvy8eqi?DIsrGq=u@H15~M^OU_j zKTQ3*QYTKyEzb0#5<$#|axkF6rF+bo+{a>G8d*7C{u)i0DBrCAJj!NRoGE>rP(PiV zZk^};`_7z-Gv!|&avuP>m_Y6WfM1z@R3WIN-+91Z`Q4o_q3J6-9u(%!Q!@{lFsQqS z&Ge%j^ivV#n#cC_-$oPn-Dd6g%hgW5yvcWoVO?l6Uoyi7{pi1HbWDivHRuQAlfM02 zFMg1`mu9VS{z0s8UzF<1=Cp@advV~~TE5_Gx>g2$E&9O-Le9uRMSbscjD3+l>*H7h zqnh2j|6g}o2mT6St(fp1p-*_{*0?2U^R?o;y4^1r(=V`ZE1UtCb1 zr_Vt2wTzy+Ci81YoAFh&h%g7jALa76X`N7afsY^V6c0X;gYmr+pG(m>{j&5~d0e>f z9aw7gjgz@z$K3)Deqsa6GwiPg!`;(Qq`od`8#sZ)sTKPA_zW{ zgC45EOekrlzdX$i#pK`ycQ0Kf0r{t#c6X{TY|R@B!r3w+FL%_u|cqvW7sJ{`H@QjyWykBR-OeNFeZ{t7PB;t%Orztks^qwcY^G=L(HyQII|WV)cg zBjI%;s5?LNJ2~frv_93!9tGduV2dce>$pkMZ-adWKK4~upJE>_Cs)?b<%-<$8!4OL z<9y7^lHcKvx0?BJXXHyz$N#|#k0r5@`8rhi(p;PWnq6>9+?-1@|Mn!jE(9Ux<)Gqz zAdJkn0U92D*(db-lO5^O$MbdM1vZ|(IuD%r_H9MY z{ZbG5-k+dx{T5W}z26M4>kNFFDd&SqRgJK^a8mDEnD@&?xcm>9enh z{d&cPKtp8v>g7!D6|NBrzeF^IJf6k@mzmmew%nU1i;v9o~-Fki5CD;6& zMftr6uMa^T{gzRO53{7B{NAb;x5fG?WA{-V z&7XZKK|g{z`R(_|;Csxz>bKkl{f;rL&l5h?im}_K&0n^af5sL2^s?3g@T`f=^slGq zr9l^8Tkpc%tJQ4AUtwZCI*{u98$s+d<)DYhFP|jkbHIC7M~YY9U2McDX!H2T`p3Bb zvaS6rmJ(Fp07XqgD}OM3A4)JI2&416z!=Ypvt;>=`Fl<(uZcIZYVP;^DE$zEIH!?= zfdfXrV9RLziTV4Zvi?k|`yfqz{oMLnJHP!|`3w1Pl)uBN-XjR=*1v(XCVrB9-oH!z z_|XG4lqQ^`-P$ZmDj&cpxy}8bl@L_54HtnwlD@A*h8pyE;}Op?tSa!NwRa5bMdcUw zUON4%%S0hRM^XAfg1Y%PXRx(va`AW zuzohGDPUdrO$plePIcT4~{1tZMY1tR8o8A-q zxAwnHt1vt$rRKwDTp@o{`I(nfai;y(!Q}jVDrGc>pl<&5&RX&C@JMl~oi{&{2K{&g17J)5Ae{o=n2x-Y?fkPF4HAJpXb=-TZ> z`~|K_++WNiyx$38oXA0C|B`pFUyeVb_lxI)Qf;5^ zu-nmg`Gx1_uzoP^AI;j2$g)7LLVXwC&G7O31j;wMPgp=1tstmdKPQ!|{gK^x(53%e zuP6rjw!l&V(Jd^xb#m~)pZx#2CqXTw^9C_WGBbgchgpvDFoS*)j`%;UgEESlK z-jTMo{AzT53H~>_FI`0$Z6k?e;jJgA z1J0#_-m!Q(zi&hl%@q0FLEx{U?`sLB(=u>KQ}{JYs#*J@-I$$1f24I8$9ls<8Vh{0 z_D6Pw=|@+^Ov0VxdocZ2M^MMV%Pa+7Gw8qJ`y+$<7+cFny`aB_^3CvJehc|y)Sufx z8Eqw~<6pieaD$Xg^Opm~H=h3Z%jQZAI0Y>m>Bkm=#`BBq=L@c7m*a%{s7vGSr2aOs zs%ZaBgtwU>#+e*c^e1qCiSJK;%Kf?KehzB9RGjJfhx-)pb@y+(CcWB|huey;rqkTN z{oMX5It=SVnAxHH?eya?LEZW%c&yKbw&0ZfAMO{i&yeGT_bef%*SNgn=X7>2|?>#f`i{~HbFY(G+bH5WuzP6T+@srZ?^FX@4 z#{6k~etItva)2P#S#nT0KaRbU>OdKX`@;Rm!Y#4_=MC-tVISe`C#VA+JJY>pe&oIa z`!DtRW82qHA>{rD?XS8&a^NV(w)P8m#kv4yYQR58KMoPptzW#Go(++V_n#x_{uB7N zm9L$Dr1bpAm)xJC|BU(rM~IN41i>eAFd=w$B0J)+aMHcfp~ADH2vqw`PDZ#4fuMs$Y})U|)$`A%=7t*<^-JlQao^`v-db(ul$m=C9*sr*E` zZ1iIznJwe{ar$wOAl5l@P;uW;e`E1xjYHyCYl`1CFs9m6uB{(W(D%Cpb@Y4xw)q{~ zxp>dRn|I<^ZHk}JyTjiHvvv{fuO3j!hvgIxK9z&vg&ssP@0di7)S46=Iat4_=ZD2a z`DZD?If8iz%E12IMp=JY`3rXizH0VUf~((cfBqW%lG5>ya&UfPTz^GSf@=gJC*`2` z!u?BF{@ky=7LJJ#>z@lZT0Lr2RXe}BKzJ7k>gHePbz|R1&gER}#}|nf&%aEvKHs#U z2B+kv{fBfv)<3<#zeEWx6T~`I4n{_dd@U`@nx+1!Mb`xXZ1!0<{HA|Zfp2U7qkQA} z^%W}jDnZ@)#i82!B#G1hALBB03itn%tMdY2WG-5T^7rI`tg9EPX2nl{`gXgru8G_QiW>^&New)hXdbM{zw1+oc%y} z7}oVUl;?wLit_)%{ZO+Q&HGSfW_d2j7_!Q@&unhpp2qK+!)rP09A?*e1|KQ6XM>Zo zc$*&b!fMMPK1;C%pF-Y6G;3d#ZDF07%#7238lP8?WfXJY6z@jA@j=$|GECu16mK8R z_!e0oW=hv_Ts>B(%%R?mYqnja?u}uiZa*|@%5T>8m(4lU_>Tx6Zc&++wC*2e@0F^xY6ZShZh+GtdI{_K_SOpc^%CA> zKo6{2n_7pT)J>G9cu&cIuvTBRKl&4NA&hu@zqaz1ch7_S@OD&wkk{tParb(2#T!!V z*8JH1a&L+k^c2?9yZq{fH3?|PVLe~uVdC0zE!%Nev*Vf+`~dG5=zsJl_+wj?@2d~( zT9Ng$9XG0Jqy9+$WB=yn#%+n0;*F}cN`LysWZkY!8+E(v%oG>Vg3GNfi?hZ&k-Ra0 zUR)C*{G&CxBVRz?O)wseYPlGHiZ=)0EhshBFE>ZKtN8HNlUjU7Jk(WT&F^g``1kh0 z`w*@JjQy#G(+h7Opa=A#{ZK!Yr^dq@2KY%E?{BRYlD(M$U-gFLA;L;NvUd&S2X#ZF zx3bqC4GM~Q)F1Jn5BQJ|h{t$1nYB)jYOWLc2J86Q-Jf5b)#v@BUwl+=S8{v9`wYBq zp#2b5^ZUq*VYPfsUVvW6L(m0&MEHPD`Qy7z^%UL*4s_daJnnH1;cX|+r)+D!UFgU! zSsTpTg~x@;11e2N(LbOE^*gPM#}2}~lUkoDf`3$cFh9urWKhfZCjLi$MztM`PsFR` zrx)H0jA}BV5A`*wvA~0&*{shEkmWh+&{e8p*_LR@D>IBQscGx`p5F^_-;kM*5{WMerdy1 z?@jI;^Q}?-7_WuFuP7hhQd(IFF4dI7JD@s#IY)hQyovsTcN5Tuc!a?}XeXmQLiyff zx-|HsY&UKdw^naAOp(7{!rKkX13xU=x#@8GDqbX?Yw&goeoOLZQ;mD~tlVf z(7q}?4*X*5tJ3FOn;ZI9^QL6HhEnVEk)izevwJyD&g{+W(fshcBJbM?Z#wIhW28nR zf8(_byt|W_TEAIKm5 zg?R8I;$z5rqZ&?T#`VFE`6aWy9f~y0_O=u8V=HbvCakM?t7*gYSQ{W;EB^kEkv>5s zn(z$P0zNnAo^&mjiNcGO_Ny!S7v5q(ALb{7jr6PZ72~L%@z}{&eGKNt zr-rp{Fv3WW_Cfh-d;-J#h3{BDARhHm@ilpl^^@BFTzH=YebZ=?@l z!~+lG8DVw3S3|6~@jWMP>s0#eIld$OZ`-~RJ$>`}=9mAcFFh$}e2|lGM&C@nnSHbP zW^IE46%!&|bncjqe%gM=OH*_Ak)uHFJ5e?vlscd+ZT4xZSDiA>(e% z5vPy1m9Iefy3^aFM-R3!`-F}2|DJS<%_95^b6)v}@tFc2w>?GwiEsJPHc|@cS+C>= z$K5QJ;_nryvSuQmAn@gr9p$euLG*_l3@O*+3-c=xn(W}bfgPgw{7c47`MuR>fsb2J zJ>OH(U>{G}Y2JV|*8(HgipL{1mkSznZ<4>j&q|4LYKd`V{rsfIGl?JYn%FwiLbjaJ zeYg=>+BbXzr=SJ5H8|Y@pUClkl}AQP4y}&8Ueab4t4IhjpP%$9Rl`%@d-jtettk7wgM z_#S*<#UFn61@q26e0A$t`^4h~-TwMseo>%ydXLk7>#?Nu5BbPHgJ)O$C~m*NXV@+% ziRFK0?T>VjOPEga-Bx^zGsT&w&U&{1WmJ$L_*f3cSIh90HU8JfTMLTuV^;pZKfaoc zQ*kM-zj1kDR=%0`W)UL9fuOGcorh0LobA1ci$xhehY|BoKu!u*Hj z9?CC9KS~k=Kg+@RUn)P9BI5o|<1_z^@c#AEF}DAi(``ln6(_tB1R>AlpmW5bcZ|;{ zpQ`=p^$g?c_2A6oCO*>m->m&9TMOhHj`Q%{48JS2Kk9G1y>q0DN)y!4pLBL{ytMPz zjjl~K9QlkCL=vT8n;tKk) z3`hC4;fILFM~v&AGL%tSf@o(s=zQztH5Rx@ef$yg{Lel9Xt99*mHyK`URaLGEl&{X zAa7zCF)A;%C_QSl~mv*?#V$bZ5%PDS!97$7WD`iJI36WohioDQKxgKU@f6o|l8+zdpRl zW|pd%uEda7aeF&p{+(O>FO}t#+_e3W4!3tk{;5m}st^R9%E8Fv)t^cGNc$Z9>VLoT zsw9sBDdc}`{hCt#$NB~HpHcg@8qr;kAl4ajQ1Lz#`_(g`SK7O50>zh)oaEPWj;6g_ zoxZyg)Xm>~z~HN_@a7`}hsgVw-za`}zUGPZyZ7Q0wA7#+o@Xpuwm>PXUSP!Z5r(=ry@4xuR zHu|;wk8%A1tDw465A4I_V94QPpQL9;NB0a3yT!Uu{KlegGulq}<`hgZ|Eu-SE%2#< zEcgIEm-F`?kTp^A_e!|jKlVE7LIwW$JwvKfE4m}OY5Chp`x1P)WI?MmZCBQ}8NYGN zrQkKAPYdg*Le+as%-f>9z;`3M8W7aYU(QDZ?y>w8&KJ%xJXTm=$L`-%)3uvseeF(o z^$9{w%R!y@)ks(HpSpi`N-_VSU5)!!Tlq)GC4-aghD3KGf;#?*+}z^>t9HGni+`;s zVSN`Lyr|K$&!tmHf25ed)%vIBRGex5tLe1)N4?G~F7TUBM$HMPB4`Cx>rvipL{j(e zdsqqjzOhf{92bUZ+KWx;dozL(F{R$WLR_)_ z>#yv;T5>ARwEj+p#|Mk$UsukdR33rff--7JP`7^dn^*0jlyI&7*G>hF2<`K-Y4&`5 zRNHp%YoHT+@kBmt_E=L*lyAm=W$640?W%hJDJt+ir~og5I{JeT0Y?Ps)}Gi!g8gY_#O^}zQI^rIs|tkdP7gVQL@dn)GXv2?8od|S)M`onmBXe&O} zDNw6G`QVGL^Z|S-2Lo33d%-+Cu5YdN@P?4z{xNH7Jq@ZZnS1E2A&B-f_ZPl;4N&`Vlm)zjxC58~ZaSW&N#LAND0YUxK>vm(;$>GpTVkS2sVG z2f};Zo_+oAwRCIEDY?z#$GCp76+gqZf&B~bj}?z+ZW;Etbgg#HMfv?HqX7i}ef@Ss zSnsHh38i%Zp;^yEJ`zyxgBEGL|6fDF^L)&i_M7n3nDR#9flGe(#a?!0=7&we{C% z!W%;{4?!8k+woTn=P$VDTKU9r#DQ^Dg#0t(pBs^W>Do1n5#Adn_*E&_@m(p7V$AT> zbeI40{&O5bTEHSKd?MDhbB z&W{4~Rp~Ukp}?O_8KHmC&hqD^t`}i_7wd|95%v7lMc|v2PuW|3oIh=!zkm9q@p3KSYuI>MSr}PU5>f}%SF#e7;uMv=Hb-M@B#_y_}4NmCP6wt-ZwK-yy|_k8mFKs|G|49<`1Lwu37uTdk)r* zDfONM?^PH-Pm>~=bxEJyX8P57UUmijP+PRM{z!**RrjCuMEQ#;K`=p`{0Vsf_AQG) zSG{b%X{Q;^SKc+eI&8)XFCjmc5Z-Enb_8X>`)&Hbd~460a<5aUus+^CCb3}BC++os zrIdaJLDW+YHfC?0O92nR*P1$ewb*|=YvT8CREbWUl3SM1kL3h)hyF8qk2b?s$qEU>{u}4FM6P8e{a8gX6C%iZTMb6I)}il# zq{d6zNmKquc9rRe`lzf2$9LQ4w^+dc>iKb5fxm__!u+U{e<3A5J(l4868j?6`&=P` zZ&v>QjrXYtF@B(CiTbajAL|KXohk<-+ctg3@=uzy`LBm}h5k*Io{on@OH>g2Z$`hG zZFm^gV zP*;D;kdcR_L*%^{6E6geR|6G6D_+Qg=HLm~m5FsH1b^EWa@nhrJGFrca ze#j47<=+hx?;U3JcQWDMeMI+Rf|w_)!EX=Vv4NW__PHT@FSV!m8~)$UX8-6a`hP!t zKR{4-{$jbjai}zvzi8TK@HwG>V0Uq3=^;hSb4va{_aF8}hbTkH89AtU4^%%N5#A$= z^OsrsfllO`QvCzqqg~bYkH)`8D8Vs;y7gyx_6N6FSL#2^OX~T7=6(1m;e`@3&cE>9 z0sd3$eNYWi|FeX5 zj-bB%FHZZ+mXY^S)c-1ZAEo3r@}H)E1pOD_pQj%Y1oI-oqUwKP{9;{yaP^ZW=~kBH zNM_dlNQd!fT>qsM|7XYF|5pB!F!YN`e=$*itM`V*W7Da_(RY<^b>CXeEV6lv>x`f_ zK~Ay@hfA6phY(q~&6(e^;FQdBxSOoTJ$=$_9yL78hmencikpIx52pyTW84!!ULcJ2 zL>Te-ZnV$%N4&&eOLq$h`dibZ=7}EN+?Q{a-A3H+9{h1|FJ50(6FA``hn3gP%Ja`w zy@B@Qh1pdNnf`M({mINKFP|-&W!@@`aC+WfF*DcP8f>;IUJvao%(B#e!Fy9_fX8PJ0|qx4HNwC1y$?8y%e+k=E6)9`5Ezl zG~-NWM*4rOe=@r{r0$0%v%I+*nb|HRvtO7A|7iB=DBOUcTtKxxjvQgs2Vw9_1NW&} zwzTl%irl(iOQc7C)Tem3wFsE>XyX1HwS}2+!umNCLT9!WX6>rkVg+HgtJcp+V~W|kb}j)uCpG;?hWaB6w-U%7dPRsw`$gTj zU#84NPjU<3z?)M0puL94-FJ6XdtnBR^9}G9@T6*B0=}9aX4rN-ui_S9GOw)2_x?P$>_wpKzDazw)elA6zT9_qrHKhW#_?EXeEaY! zcEzJt1dia(WceED)=S7=#ZAWXPTY~?G5V_qnXN1JE7^_@q}M>y_HW4HR^i9~(D(`G zk7|2X<7g+`iz95j=SF{mAC-97%v-I$#&0+u{ZU?N=jCWW;Ac_HW;=`VQG;HmRNGfx zXDj-SRf#`xQ+a6bWCpYJ|LTuar)u>Lf8JK$t7h`f!c7IthJkOKKhGuSar$-`Ze^00 z@%{~F>EKVaAM)#3>1ozFd;9X8W47+9qHi)3h`)9#2fK>t7Vzp zGj^r=RpYALg^r^BNUzqKa}~;@>G1SztsG*bF`oFd_qkR{xYt|jA3nk zr_%2r=11gzR9QdQ=BnF*n!>G&b$I6=T9bo6)cWS8`4085`^Wl2r4Q>vtS8aFc49rJ z&fnU2!uSGRYI%-gyn%kSKhgpISG=0O7)Ltm{^qCM6r@Vi-2eX#Hw8!k%}v2k)lC7f zpt&gsp?1+7b2-mE{h3+3s$F|2o4Hi~MNM$$^4k#^-mVbad>kK5A^couU-_7?Tg7Cy zqQR3fak86(QiLDnm$al-Ck-FlR}aE7UNh7xI=IyFq&Rk#63!l&`%>(jrJ{Vw)`DX+ z-7!&8aN*C=s*LkIKeviwH3>gUSbz7D3l?#ZY3nu}*DQ@`7y}>22SwEjnwlA|FL6AIbTWRe%o)$Hu=#w+mzAf5 znSiP$;v&kot^bY)H7AG@&}oK`V|wt{%2LyN9=KYN10U)SS?L3y98}E2;^~nF^wXM0 zp?6Nyu-(jNx53G~|L{!x+{UH!m{v2>GA={R>aSKSNtmf(+ClvxFK|4n8~*`Qga2ZE z)?BSQxpAa0voC!9Lg@T1_B@a zj&c!}@k5rJNMz;Ml$B>vUlYf)?Yc(Y%QJ#=&~ID)Ef$PZEbnZ^Kh*wq?+iEY3p1tA z<(V=U%whXAi(1ZQVWx!buC3*tGP$OLyoKC>9Fp@_%w)@uli?Cn;77;)``4V&`p>rZ z3kgI1my~S>gSYF_}S^d3Dj@ixdZ&ClDe50C?0})c4 zAjY8_bl!4zzcli0r$saJ#<7PqQQym$Zg6L>1)P#wiqelV1oh+R<@dKz^USk{&fOR* z%nX7SEz7#E*JMt~Eyd_Zae|nKY zkaLG7D~n%er78a86pvkZ?`w~=nDt+H{oHwTR$U|1+{5lyEnD<<6HeKgUUOWu3;kU6 zRE&^+XUh(#xbRUuf$u~afj(XTJNQ0-OSfQuh-=nB#rv9e&1ptI=p^>B7?<6);$vLn z7!>(pU4s5G%Add{BWKywj$OSj42#L#Y`WJQgu^Hc`<(HoAWH$x934dz#iL={{vK?PRi!XNEh46_fDIW8r91NM!G?}@z zemZ7InVZ7Qb#IfX^gH5hR}-I0j~qbGjLA59>6-i=oQgATe>I))nmWC}N4=_1hFC|) z!Qjm;UP}ReGj<+U=&(>TtzSGS?UOcK;G6M3u2~_!jO#};e3h(lq2`C}IFT#d6f~j_ z#_@CRwXfHVKW?!ZG=9EK8FAIpF+i-JY7!nNh+T%2UY1h zx_47;{L~`6Is{QqIp|$u#|P$7IBZ`*mkSJP6c>*kdOf6rrY2vT@LUP%_|Gps)lD{h zk#Bpu@n_jKihq%7l4~AGQG;PX?e&k+>?|F7b~zCxJ!wD-#ka(F~2oKw>}uQfsLm4z&)u_b*`(a$-B{a zcY@f@$wB3jxZs&y1^inqW_}d^OV50z8eh}Y1kLKNqD6#x6Mol0jT$x?)Rj}vwEuFF znF#i`M-65o4Jf0A1a1a;%zvZnP_Y0$+y9>p(e z=MUe{H6FG(R2x4{39lJJ?C0cQK;PBxq@<%Y{~q9?J(4|cNdGUbb2sFa+_e4j&uISF z9^ZT7kvRVpJ~EcNVf2dE1Mf2I4}P21zuJg=Zle4aL`X}5=x1xN@~b%MZ!%NHI)VSb zXvFwEZ8;@3r61!L{h~fnUDsxO&wZX%_q>b~^v_6hp-@EI#x~=tbp9#!kH+(l)>M%` z1a<4jBQXm?r0oa&4`0i6m(8X4?^C?$T)sV+Q_#|eesshK4cbT6eeU(8z zUO6khy5!b_BN_Oz1AWkyADE>;f^?{Oy}^N@cg6hstWwyD-dnZvr*?$bo}h017a6zj zEptsfvv>8st_d}z4+95enLjS2kGzEoH$7_mRpV5gY5%L~qJ^4xO3z6EPtz=A7WnZLU_9I@0_{QC&}+;@e`j(k9>YqIn-$C-#T7Rzr8p%wEg$JnzVZCdw)$&o zcETz#C;IWXjJ;-_!P}P}nHDY1zveBwu&crc&CInI;rkHO@vpPn)%Pqft-sS! zyt@8&PHF#%^Go&mupFoCOxq9V*Z(#D+S-1=SLgriqWr!@$WVg1^M{aH`EN=Yf$vLrzY)~&Pg1%;*QJ)utC}{ReN#MgnS640;iv1g`L`e8^(P29 zBL{=Mk3W+FV>~O)lK0OUD1LS-uZcIZ+TMPICd>>~{;}uyK7f7D#Y zdzR$>%xum2580tz z)z@#Tb9^_$UqWU=7{5j{p|OX zHbI^Ik8f1r50MY%}Vj={iPeH zpsD;pI`p5)f4NhPpP4c$XeB^a=SIF}{g3-I@NY`bPqWkc0oK2x4Ce>)h>(Q@!ROXs z*wmZSvZX_lLz~|fZWf>4%k&~IYs@LR<#+lqpP;V)c0T|8vE=9RJ=gs++WN_IJUF{$ zwu`_wt3S#C{l@ioASGBp5aUD+I&_-!j{5(Gxc@P}mSb!A=>Pxq{s(HQsMjL;v5cT@ zone2p(<4@8p!45p4xblh_76V#pRM#xd!#vt@D>x))qi9IhnvDpb|#7sd4J)2%OK57 zs%`ZT7iKbQ`#W>W&a#AlEG4L$|KktUzb!eDn@Q|ne)gFZ^gq-eQNC^T|MxQ~X82gY zp?ss6*$N_LB|*%S*5IFUpQUcYmaN^nBTl#p%G})R{Ius(;qAE4A@& z)_ySa#P~7p|JPE!>j~=SpHAZ*tdVl2*^#4M*DJzJ+`}#r$KLs9@;{jH))54s%R&Ej z(Jz_$`LQeb5@rIaD7_i|luSH_5~SQ8SK#<=D?a$gxc}Nf8EqwqbaGHJ6HW*pmTT(3 zC~<$`yRmEUeM75@`Ew)TZ6b(qCI=P$5np;F8T+qcaT)L4kJijQZKGd%6NR<0XD|EJ=P3lmqmmF1}vGnL_{^;fgio_SE)&yic??z4;e%|?7p|4z)GO8e)w z86V?9oZqFW|1~#R#`W7?YPWp^b^AviU+lefXvE=gJD2NX{4JX}ApT2dcWxoIb_4r- zH}VfR_}Xg{LY*7gVgi1{;x^h2(y^jG6lyyd?hc|WRI2M1=fSVm1K6wrL*Y@SgzkBX=_ zhbO%}+v~#6**sXbuGvv%HfM^p%S?V+)^FH1V>&ORSW8XkQSxr#;l2QFRJ$(nWoT^| zyXicd;`b}o3(YtlVTScosMUODPYYqapsG(+CTq=-WNlJeSVI_>cNp$!v%{JpH(5vE zkzqUW=qWTiw37i1aFcaS@L&#EeQ$GP^M< zA~}z5J+kg7&5df9pzq%wt(3(b{bBo|rZ-x1Xx2yhUv+a`(s(NWOBS;=pN!)>73vfCTe}~Xm(yv4y@x459z}nBK=7#n_J&bB-yMx9bEp)UW zPm+g){o)~fhw=z)UtYpmU{7COU$G|l=EW&o-kRaFCVanDA1AO2AL;VAX`Rrve5PV8 z)}9;Htkg%|%W^zYu0Fc$#9=L`(pOAa)1f~=uNwZyuzf~Y?O$y>4)vf^>7TDk^qUqY^oPnH_Wa`fq<5_z<56xqeuN(V#`suXv;VY=>%E0Flu@n2XnhE4GVn9n>&Ny1 zKPIzCdgQpZl|a9?{2GN9S*=x9d2l@XT*z8M`PC!v2imilV&+jxJTiWStfSQSZ6d}W ztff?I?CRo?bI_&c=g1Fs%6B4L+SYs(S<7M>eoE;NFUqeNhqXH7hl;O>TZ9pha$v2d z#>>`*iZ{0ss&%Do4XxHMJJqMHkar3{?PyJ5t^LrS)>*o0>((lt$c5qh6Y*+!uwKO@ z>98(KFYrJofV-IDk1jBbs&V%?qW!C~#H@~<1o{{q4~ z9eChZJkqY#$4)%bjC3k}u(pFW+eZd#anP@f?*^{_pcnZlP#$kckN#5myT1C!w0t~< zN6j%`apjR^H(?#AZo}#dYu_L9v*TWhwQOB6zKqBAYI@E3@yGgW@&xViW4xVc&mZa~ z2aq20U_MgA9~q8s5jNr@9*>%OGcH{_AvXDR?;<1riZ10BX=FqM89FM>ZlGG+YfyjQ6CI}`tCkFq1* zALX%T?Tq$8|9rdBvQO7-4b(@yWovgMKH^pH7OtET|Ec(}E`_|v&5JA6$8N-LxjEz; z@--eC80FW?C8H`9zJy25bBq24y(<0Mwj1Lg@d%?lK*X!~pjUfT9qozr0P2VSLior0 zG;36R|DpfzQHCmhZm!PvdAY*R^*HsPCLe)sjE6TB#G^ha0%64CJ0SQ0VKsd<{y$m2 zc1*lgO=95 z)6eBdhFu+Yw>o_L8^gayRoo`d{50>L&>ks~Z-7_Hv`qxQt-DXO6NZ&VUUjYWcH<~7 z0}+J!$iaX^HLo+@kkie+FNqenXV;E-?a%(8ky^eiCUIMX-F-I7M+V;R)!wqm6_<*P z-hNDIuh`dgzg_v8to@h5-7ne)&LJ!czN6{x-I27nP%q;nS@O#O(#9Efj)VIh>AyPC4GMYx-E`N4Lk|6LEX2@V~EV z{r^+@#CrO2tc@wYN@uvxp2YNOk$rY`OKi_^TV0+iq#J(@$NJu3VP4y}J?$3DY7hf{ z_lTRlz<;*rfACA0f8qznj=ITK1fG27Wr<@UbX@Md@7mDU2d9em$7y{b!q=T1MgCrD zyEJG-Y;1+lShkJuTYUJqzp=|y4*tQZJmik<^fa*GqaZf$da;f#W$l%llz+D5@b+~M zjuhiRr=eVoC;7AT$a?V6jH@2iImjU2@~yI)vZ}iL$dAH5%{fl{&~B)YjBg*2`VHe7 z!z-q}v6GFYa;E1PT=kKiY`sC-CNut9RwZxG9rgFI?u7rccHyYP+-y{@u?=AD@>GJw5BN zupZ2lCiL4z_d48SU02(1d*DpBN61&bJt|4>gq)Rw@$Qj-N-JvStD3%6oH+e={ovTB zXha!K$t||FKjfNm*;$k_Dn=0FSPm+We9a~Pf&3HvL+Q=R|99=Jf}GH8rXTABF@I79 zB?y)xi1|* zXC!fcmT63$)uWGx}lu4*rMrI~8Y2{|mBy0sk3q|0_^NjgX-R zol6D1W0AEZord1N$7a&^a%1ay2W03g=C6wM-IXBfX$_`5`Aq8c>+tD$MnsGGC&%Yh zP3AuD#VNVPnSN9yhd#S@{tbX|7ZIj^2t*<7H-LrZv*<#kRaCCaxmakl?BoYTK_@KFxhPrZgM zAj)q|2|Nkv>0jz_p6&j!rBjXlx0w&cKWSrc_h3vvA%7s(+EP6B<8m;V2Yi%*vkzb0 zde%OM^+k>+-_JaV?#3y(DgXTY`AIf`-;OfsOi;(a_8X4Bkb;{pIve$J8*`!f##ZkY z;oADMJ$;9K$2p?>Svh~qOWwCKQ@U{nzaMTsTYF@r1AXsEP*;DyT$A3)+F!@w&gMNX z=I?z!rG0C$fPak6Aip{Pjz(VNcjo@?Mvg;#a58dmYMw{4tI{v;ON(^Do+EYTBw{ z$Cu{h$k&^G^d$&Bk%JBu1K+dDlN-5AT^}XRkB5xTKf)=fzG%N5gx8axZvPO_rt~}M zLDd3HOANRr9w~GvnE6t!0q&fVoAM9Rfqvus-HQ_RAqY7u2kr9>mAzN3j-GbxughZo z+P~H#;qO>k`;F2=F7>7`&NJm;uypLXG>*=1vrv3U@btqUESyu&X8O_pxQ@3K-=644 zzwA@!uVi!it4zF~nemTG=M$m*YCJ#bM-}N$P`CcM{5ZpPDIw@Vy0q(}h4;e#>yyrf zRj6$<{gkcc$M#F<`A$ zJj7S<&u{eIkDzY;WQr8*} zYS$QWR>=P$4J&7wy-Qm^oAn>oFBm^RD}TX%>iBcwAae-)7)r1(BINNi=EGks{@b9W z(93Jt3i|$~PS;2G`)H5sn$eH!rqPcKVIh6rWa`E7eHi^1Nl+($!)qn}DdmiG*gV8B zLhxU&tX*$6yH-o!4=2141akwOU((uRA z_hkfi^Izc2he>Sn)yVyCw%lR|D1I?NxjIDF`bYaupzl)%Vx27qL&jH0mR5ZZ>~O#P zDK?MdA0;OSrF9#|DQKBUKLQB;f7HEaKo!ULKYTR_Ay&k0)L;cm6njHw>|L;TMMcDp zy~KjON9@Lmy({*HE|w^ER73;>Y>38!1w^Cfzjyb1W|uWSdokbV#qYkjXQ!MwQ_h^J z=Zs$d9RKGso8IH&$2~Kn#O?0|OS@*Rw!bQ;=r)gE;D6)(&m>A{GC{}**%?sBKY|T7 zy7T9uM?%H^-4DIolTSA*EXr@z{%W$pL6H9{|K#CB&NTl4Cj2v%5}H9!Uw_9oEE4D6 zsOQlI-hOxE&=8S-$ffCok9mUCX?g(ovoOTOZG% zu+Blj$Va|!C| z&;Qk@3#?Pe_Wn-W!dW2-pYY?lPWv0T;N-N-rjI!UHU9B;oH_m>yKk63uTtjEc?5mi z>MvMWFEQ?anBm9M{ypTE(RvvAr9b6gH-8L{s2;^?k@ie}3NNK-&omYJ|DF8j6V#1g zeys|HNlQm=w_njaTFhT7w0@YbP2(z@qTAg5ke|l+vsw8)sr@jnwC~j4t#CPQ{*eO9<-fKX`WLS5n~i zaF;Dl4vPCbbw}UMStGtNN50JHWB%|p`b#OHWdspVb}El-JFOixc>eRXV*b*7c~Akj z{*5?AH*Np_&HN)c2=$__zZ(epe^5qN5!9`p19B~qAE|8Omiy`4^TPVolIF)6bXcPC z{|dreNf7I7*{R$gNc^Yi?vy-x#r}1%u(j9A4%XJ6X7x|WTJq9|dQGx6hrb!VBkjLo zUU5pmgoi$ zgj}{dOV^$%soufj{6u{;r;w08X7njp3(Ajc=kT``AM(>Ef7Vk%+Xx!-|FPb*<-bX> zV*jPzBliPAj@l!o8whVRL2dl78+)@M1% zErVw(|F|LH^#sT-yqUqhQsddZHF^%czD(rW$b ze z%^rETmA;VcirSARKfb2@w@cIh3zd1Var-IT>lL5F!{l3kP1?-ngSusSC?fF`^w6K19tmy7x|i*Rmm7{T`ALd`L?=o8F}~I`BJ~1 za#6J>#M^Bt4B9!UE?nPKn^AlF57mm>*2Zg+YWxI-;}5vi;RMrUiv`ycC%CxESET(E zZMQKKhx7f4cFJhJO}_TnDf1Bi{m1aty{nDp^JQ&?Ql)&kd?{qbpx|zNomD$1!yuuZ zSdEm7aqK=rR>sNUGEit=yi~5CdJA^I^*Bru)%@k+^-{gHmCTIS(4dWn@~HJ&m~Qjq zt;+I(PL%RCr7u^tE6R(vQ$Y{(QSWdg9Q6;ku{}S`?&Uf;v#-!r#I+y9N4jt$9RAUX z^ITl-3=-Nt=apmE?!s-nh6DQ8-b~%T&~||KryW1qYW~T(#XW`gUf`uRiJg~q6>qgx zp|}3Pe|Y;#hxShD_R_RVjK>^#pMP4@GgAY; zT<+gz-pOxaD(&aUgRKp?r>oHBNu8d(^49F_4_$<|2(&wqUuX-W95^0BcxrwF|7zt? z>9yk{6z$czf`741X1%2!l#I8GArI`hv3%%1$Upj{%72VQ8y9Z02l9>jfHoG=v)&TF zxTmIQSM*PWtMQH6n~+!O1>Rys8?vJ4|Dda;m!BKA)pwKjuUej5+(~(Ru#eETQ~9}+ zkdLTuH9p=FbP@E6DDCe}@$I;A8yMPos6W(CYPZH;C_l;pZCkj}esCjyMmO@SzCGK4 zhgiqw)x-GvJ3V`+c(>>0$-TJ#gsEG)x8klcJDkfuly6q*rwZ>NS77tgLr5F1Ak~j6 z2OY>C$Q#g8^P_EpA%6(RTc)8h1K!)`E7HUE6Vf+sCt-UC`1O@*+8u~rOL0Z}w{=6& z|3DA&1?j5!L4AXt3UjXk?HN;I9Ox z_J4#UzjmU&)btwgJIeg15%FIx(pIl4_}93sM13GX=+8!Z0ymarD3@`WWvm}Hy^7p= zi@cJo-3a`DmtUH;qe!1VRQj%BKBVRs`+q`vu6g!!|Drx8`>OhL!Syu#xd5s;-TKY1eOMfu+_9<8&$9kpBU%`JpRNAt zBOhe_If{>UbrEtq5R`#p{WIqGHys;0qR1 z8?GcL>z`p?UtZ%VKe0};Sb}{bli75-KZo?y`*X7ODWZ>cE%pcDmJ{=RUg^5D+@SwZ z1NskyZ|nLE>pwMDfH*$foS?g*^GwW6* z^ATY^*V$@)sD``1&rJB(H`C!;Hr%}}m0nk`(Uddi#Q9YXx7Rmvb)4Kf| z&)#0ql4p2}qMPpS5a;JrYjqovX?+b2{YgXdzp%ap>vO2TRMzKY{zZSozCX$#7t1NQ z=40A_JK_dD5etko@*mn?)W3pnu0KiDYeB!jgaZC%<%jh(lwY;JmRaa8nc=H+f`iab zn4p3_+DmtCiXg>$;N@4h8dO?-Q@p;gGhaybyQ)pNMd5#Q{YfN-`V#{d=}$u5IZ;H^ zlkD{CR_dM z@4u4%omu{YkMRWyS9Sa|*Pm4J!`(n16D;UY;#{;a5z_Hr=)HAsSchxn(w**mNXXA= z6Gz@VaZT3$uu=Xa|KQV{idmv+9R6nI&tN$J0RKRLvM43go*?>@?DVVYyIHE9X;paf zYq4w$Rlw>}NeMqc|6R-3L)R>dm1^ban16EZXttZe-&SaP>3Y&oPEJb+`fw$P zd5-K>p2jjx;V&Lc7=JdlgP8x7B>!ItLY~M@<^J)Cn@!&Lofsot5B;-b zCC_EStp$E5!h?LnJW%#_eb_ZlD%g5N-5qCS`wbM&eq){bSDtxra+=OxyuA)b4}2FX z?vJj#QKwbc8g*^PZ$YmQfG=JuuMcP&8pu~!$`It7>{P6mD&Br}H6d4E9*3fv<{$Ae z{}bac1(@|8GyHNCp*%szIoavI;K@^Vh+a>?{CMTV;v)`>lkFE!eB0=U1VOH-^3R16 zx@r0GdKSvxDgE@5kyV@oenm>C209p71&FU}s?Zg}}%N}JI-{Y1QI#g>zD^BE0>ksiD7qKA$|7!G6ognI2b|z+963>DY zGnWm|w3DHq_iub_%-HOj^?S4YtH}ntIZ^u9s3fOp{-OU4{uBD|lz?sY!^Hg0xFK1S z(y2vI*Z!gFa?AD;LKiLQGJnZ(g5Xox$%}S;CHbB@-uFScB+8%Fs(;h3HmB&O z{DXLq%VPaQ0rd$sAowE?Wcvk!+Pq|S=>8P^%fR|D#WSlvBnSGc{4UPnZ!13P9~+Cd z;+wT!V@jwUL6lQ=`km-ESXz9w=A;2tLm1>^x%NS|80#w9uL$#uLVKuPwD1wfo-ZKvygG`D!-p}THHT8TloFz_}ZHFdUwKaMNkJkW-fav z1(W?F$p5Y1HR&A}qs@Oj2%#lGmLsrCoZF0H%Vj?6v6m4l8M|AoxwOaESZM%Z6b z@1GR58NV4>ABS91@1N%v_^l};Z3yb-f4+{_lO?CUQFpTD-!1H?ICpfpTX9Nbfp3<7 zyxs}=4GX#Sd66ZD&G?BqKlfPkJV3nOVrg5~p?$iBHsdSB;`TMcKVto-1eou?Q8WwI z<<82!nKpmzKoO=9#5`4YD(jc>@s;nj>TsL2BF4xyCaLwL;p0XB?MQe&1aUM(I>^DL#k z-qo4ndlAg4;VbKh*UOuaU?pOi6ZyBvoyom$b8Y_7h5UOF)QummKPA3lDM#ifjmf9! z&;2$u;9|3?+Woz*gy%^Ra$0sO^Y^m@Zk8Wq7c1^Rt{db0!_Q8d{#G}_>rN2;Om+tH z=y;agZb|cN{ycg}x)~jn?CH*^J*R@?6uh^P(8`zv2@^ns&C=#y{KW$7%NC zl#3Px1^vEM?vVs_{XfpV<3=eZ-Q|NGIlq4zO$k|Ohy6s{v6fgg?^Vj-3 zZOF-K89*Nc3F^jQr_mt^QjE`Lr`WgG#p@Bv;}>S%9_%FW&Fb&p^|#a6jIU-(dwoKc z{~G_9(Whcr3e(4My66FaU-}qE(768fktTP@T>p;PKk4>)*QA#z9zy;PA-tgkAtz*K z;xm``QrzCDM+L_TGw=bhXslJBwu12T6$ z%9c@hIpl&Z7Ot5Z+jV zy8aVjI{r|yhW&fn`Twi?_mr?%`(gY;`x*5g$5T2J2$f;!DIf|!~7|{RNVg1OQpRzIZexNCO;-pLX!#V+TTB`-+Sg!{=)GoWw)~5DLm^kKZnI-C3#5Y)}TEg#aoVbP?&hV|=5$9%6_vL+(`a|jRoZAWey@bA*U zl|G!#d4BDuFu{MmV?F8>IaG%u+FbgWM=%ot==HR(owVE#LvpI56e`fjjJT@lj;fd2?|83K;d~J%AsmVdc4Bu@3 zXdxxEgdqBv>{QN=KKM=A{QTY>p?_4VXYs?wik1=iUqpC|3F_M4^TMOQr0*{t%2;dL zC859T9x-)I=2yizMK|SNGx=*)e$YX_#Q84;nBjN&+UskCk8yoDxj{#EdUX5gxwMha z-+w|l&fm#xM&GRbe^5FrkUl{fxRm=GCaKON!v0=b&u@?%c?+pKh%1(Cvj)-TR~eK=&-UiAMBgtwERZv1mvw(Pt# zy7uj6x!cEz^RM$R7f!7kr@h|3k??j9EJ#oWiv5phk6yh8Gz}N~FXgs%y|?MJX1{V1 z#owyo;mhUy;2UiCB_4aT>vbVN=e?*i&u^!uzqgrUZy~6wKfWzWUO&<6&zM)9P+oto z#6iTY{mlBW8NNy-b)U#NfM`pFDmr5_>gZ>sWN(?8u$89YEx-~VgIL@?DmSlnO4vrrU0 z&E?0%__X4K|BdqV5G8bqAjWCg>2byXEo-o1Yj3app<@0zxLD?jm;E*U;lqR%Oc3iF z*%{hl-(!}8?DwHw3WWSK>u8_)f`5(>-cf=&`hE?jy_32$o#y>d+tb2+Z`Fi{3ywXj z%PG2P{h|MYe~kV27$rm#1&eO~!0-AAdH=n|oHBzt9~Av(y?5s97lO3?^W%hnk|6j@ zb}Fw2TP8GEc)ivZVZS+I)4JB78@2H}i11Dj)Qvy9Rr+}1pCfLl7p33H_hu=&Y55Tk z<%hx%{B7fZiv|533KF*Bk0bk`7*|r=|CJLlqkq-Jeux>q+5F!OUoB^}=>JCfbA~D+ zl%THtg178Tl5X@Y`|#GySk{09=Ke!7YixNrkyCWbS^Bs{5bZ2GL#y6MWH0FTX(tNz zR$iah<_~|8|2cv>5ZtxKTgipqU%3as{{ z);Qc+APtIT#VOpm@ZA?4>9q6X8x;Q~LG%;Z=`^j(DapRRtLqc{Smr?ZPaltIw)yf{ zPSGtl>EkIu-TX7I+wiyS^Tk)E%S45-85F){%BH3rhdd@{xX8Lt_{iU;XD>Lv4=1PPHhn}8)Q_JxI=^9_8QuS0@3&v<-$j0S*vom6 zc7N8a|A5Xf^r0xU%kMV9-!}XoYl44_{1-_HMG@4szu&2cDN?>2KGU1TUl;bfe){Nq zCdcZ|Hq*!Z3z&axOym0tvZkc-sMD9k{k@#?JaYM`>u59mRdoJ}@;^45zs69x9}z@8 zWoO{wC3o1&8Ak^N9f=n9n>y?sJ$^z(?fzRV;oT>wlV6JcuJXTx`HuW2R?L68S@JnO zdL!$fQT#Z9_Xz6NFL4(yykYTl{)zd=GCKbRzHRMqv7r1$MM^V#Gy8WBDBlkW>c)Tj zz3roPn;FjEjqM*#8F@lbC%+s9#w4(+bpHzbqQ>`M z9ur;yL0$h(_*>pT!Tm3cOWBn7?@EgHH>-b2R?I)sdjI_2&p*;}q-#bW>sO5b#`~jx zQ9{oM>iE}n(f$}|_qf#S@3XZ2PAmUnUZswIg*lP4Jg1Kr1b;?=MZG_T_p8uX-Z z`o{Brdk!*Y_1A{>k1_u-&L0ygp??VGLBf>(rFR`u)-{b{v&g?evwrPIKiBNvz9RqE z1azvaU; z`;kfHpG;8Ke+Pti-Xr-JpZQCHI)AdJ6yE#$37fW8XwS)MTK=WAokZ>pxD`{&Rn6o(UP2MvL|L{=m;QI)1Jw z@Xh$|DXkyD|6y7Cza11?%w~MbmIeI}h6v#QH+_60sGC1nW^cI3{5}538Fe;R+<*Hg zD8SJ&yF3TJS^jZ;hW=w*KYyZxJ`+U0wmPl)8wq6p6Y>}K^C`M%`$PU={OoSMf3qhy zw-sNF7bxCuQs-ZJ1ipnboQ|N5|3hbOel68{6#K5o_PgT#@$)kIejQP#fxtJbKjahg z+qiy9Pjr7Gh;qt!o?{MuV3wIH5|W!mi~ai**E3D&nOEDt`i}7I2pKGRGOs zp6~IA6!sUJ4F4y>JyCl<=zGHZfgtj0rGNbK87WiT$M3x6pB3jnPb#=n>)fe2M?ACg zdmnpxd)dC5;{Cj#MQ?juALL>)zDh^ifAUoH21^V4A1UAV1a;#maEe=)Cq)Uiu}f1IjukTJ_Y z_HV%d#_=}`(aj2ogem_KoenHG+gB3u_toNz3tVPY662Q{eI$o{;m+ABI#y|4!RGwO zne6{%qkKCO)X5LOG13bO@4x*(8NvNmif$_ZRJ8y9_CLO2zfiVuq8TuBl^cKk)^Tl* zFPP1{%6iKOd(Gh+d-$Aa(0Ver)~nwIKi;cng@(HV>0U~)Ho}0PVy|FFOJN`n^Jf?k z!hK}pz6#dK2v^;j0WY|PJpiiT)bZ{4F~xvZb74R%wZWkTb$?sl&sNie!JJ&2lCv1~ zosd4lVUGcFT@BX^jKN;QgWYR?ZP%ba7Y5=e0puUyNFRD;2yaw(YL+d{OA3QUIEMi} z)EDxVx;&Zzr_|xvIg-$eM+Aau`gYve?bFSO-Zce%qaM03KjUOQ@futGxOF`iJZl_Z z&~@|V*vQ_zlB|ExVDt!H?B0{L=URC23bNbo?m%AWLzX+AZ}j51WrFS3_T_!778>7l z;5)4fheP}F>3xq)`fYhb?rvRx%I_a9QSM>a;7p z`bo`PmO0q>8c7BmyYPhdbIKf>IgG0Y5F2yV0A?LNQ!al0ij_qFv{r}J-9+KH>cRjd z4E&)yDt>uk5KuKhR!-DU>iXBphy9<_;Tpf8|ES^GJX>|!3wkJT>iG78zEK`EP4JCe zTzQDfU$Q~O^<JQk1Y9*{D)m#ELGWY87#jrWjMc~FMp+mS&!ZJv$#Qt|D0%Tiq&2H$AF zb1QaW+(|yy6$Xs6lbsW_{9G8gL%o52t=-jXpcC~41A~xH$S>Lh_{RD|e6>B?Qp+PT zKR|z%-;KZ0!n@11Vxqp({#8`emoa_F=YOYf$02W1=T~bVH9c*-F_y=eKKLKwALN-b z@6?^&<31h2(LSo%kt4q;vOVD^<9zudMZS#SQzqS?xIcRhu8c3T{Dnb7qz{9)*5#Vj zz#-BDJ=71z2e?sw(8YZ#v=8#9#z%YDrEV`78RbDbsp}W<9R>x%k;8~M3pWpK|rV!S~9P=53eoEZ zSJVGeK7gJYj`?JIj&%N13_uU$F|q~j_eF+q7}Ui43I?_z&r;K~<9@_XNFV3yNZ)vF zZfqa8fe(3r@~ZT{9Dj`Apl56^OZ-T$#YOun24L+5`|_s;O8i>1n73lE-DUV-{^pT2 zyfH6qm1jMD#Q5Aq;eQ{l8fdS|f04t>{@9zV=RlSCe(QjK$BWw6UN!iwJ72_kBl3^@ zLH?bz4)`hU2wyX(t=69luew;CU_NOp(ntM7lEHZNPZ)g1{22Wg@r~zJMt(s4)b@4a z$fvP>ksjI$`#CCp0^49^;Grc1KKKXWz&FxY=Q~&*p??<^>7YNV_~^gdc$_+YJAQ!- zrgv8Mo0@T}J$tvUoq1Qqt&I=h=Lrh`cIJ?8O{(~2&FJ4j9nbQX>c`fui zBJo$!ol?9D)d$vFaHD-uA8>=ekPg~k4KFOlQ_Rm159LRFBRzy~B!kRq{T1gI=$$;o zPhB5&!r(RP8|y=)mpVS?i?+*;|70L{^{0Bi|0fLOHa+z(_Hmn@QqALXSIs;wu5aj$ zCp?>W*(j~I3|{$BKAx{f``#`Ce0$E1S;5f^>FEQ<2fFJa4wH}nErqQ4d&~0)kt`iW ztn2=ye5>T+64jz_)dK5p+~`(zcJV?T6zV zlt(U>a=rN>ZLcC+RS(t76XDn%$47uNeuq`7HS?s12eBcCD?eNFk9?_YuZaO$@ln5O zH!aACyp7wNq2hYET7Px|KLaI%ZEYR@coePrLApBl`?9w)N3vwvPu)0wHFv0@wLjW5 z52b^8lAXNAnYS#Wz3cn&PcN}z6z-lQW_kOv+Vj#-hr{+Ut`W=8ogTJLlD6Kx_+i~V z%{)%Iq%xi@FSq8DoN4)Co&fb{ydIH-5<GJU7g$-K8{1N{jV#(Z=1UZB-c2na=&#CWci3r zj@t*5>(9})uWaQXw6nUM$~YxwL4OBb^bUk@IgnCN;3za$^m{nKc zo6(1P4fJ2*^$Hv(VOt+^NTwgU;ovjod$d6MQlmDB>qV8HHSYtyYEAip9FU#L z@m7Wqes$4HB#=G+Rpe&+B&j zWAKG(oT6Lu)5os_AqQlqqF!+I=K{>(a4f4$;n9cOx0L=(Q%}aVg`yOWek40x>IU4C z?(Z$0GfRgUR)xZy2aaAd$-X@&rv>U*g~$W_SayaU938{DRQa*n*}mHIk}sYmX7TmY zj^`j3oCqKFDLW^`zum*UNj(mH-C(Bsid7HFaEfj!zYq`d3)4^d+tmJ+5MkZ{%VOXc zrjH^7b?uk9Zk%jhK>0-q^#tSf2;1mu=4HN#f8{(NU&iqd>0p2uwT!_3}Qo?jEs1HK*5Kg;}aO*rsvqi+${W7PLa zwE0^pN~knJw3F=gNcuiW3aT|{;=>jZ!aP|9t9jf`ntG!d{i0;v9&(}Nu1W=6X4X zlhd^Q5D)TCl^@!+X(ftKl_2U#b_V|#`ikBEc=mC&?04A<3NP{Vhk4gGYUZsglRw4> z9e%(c-Onb!mf@oOX8fC2{`1OHRioGxqI2l@(uVUq26A$m zmVeO4YNFh4EpuyqZvW)ne0sTo%ouSruAC`3LiLS z+})evc+V$Lqgx83muKxv0DWAl6 zn>z!aJI)j89scv%=bw_fv!HJ#KPXuX##smJ0={lL4*$mV(S)FmzLV1Fq%P;8%bXa_!&2${Ty5+2W!aR-V^M8I_jFQm=5c$VxCa>h{XWfVY&G_%)d72EX-CE`T+%e7l59>T-e37r;5jjhH`shGVCx2Y4^^nbr z)BX+SuRjle-KeWql{C}G_=DqI&^O~hGxeBGlu&1a#`)vhuUyZ^IBP~9`OHKg-@1Q_ zbq$VZkZxD{SW3{C{|;+i>~5`&V0B4=eV+Ml!Q~q>Mg4apyuJi=>lau1uJ5Ig$ZlCr zl)J(%P=U*yclLEEJ(*Kz{hDpVF#c6)4OjsmF}P1bwsiOEkHj+l%t;O;A^U ze?R$of_}w@ZCr3YR>-f!DP3z`?o(dS_aeOB1a{rzz%<7+#70)w$>;4J)503eeZa?~%N6-NQ^8D#^ zu>`g?^5jC#Jr~&_;{PiTb~>DJoh15Ce~Lexpl>+zT}IjDdvbOE51%87TXgkbfxG zqQ$R#>kih;6AYsGg9&1uAv=Qywtpzy$lSNh$ODmre=j`h8@6t_?eiCy*F(CW4C-aJ zwSRz^KN;u$Lnz-v38I{`Gv&`Eaf1K;+x$yYPfct8p=?>ef5!7W+sYp=o=3qoTBJLI zKIRg{JXLlk1k8TIj%2JD{HE|FmXr8z>yS}%&VCvp_;)1XO(Lk1KbAdL;+dOIWrrE% zLs>M1H+_(Qd+l381pX-UA4gCpznvWWy=J~-9&ZVSmzf&)s??4?0)I65k0Gd&pMkC3 zevld!deOozA()M)aLJ>HQ;Yk(I5|z{e`e<|V=1BE2U5y{3t=) z`qiP^&_~h>Qjf#Dp#I9fb6+&5CGaN@-b8}fCyx^>}__pO=n?D)v57>r(M9hDT z*N$w%4-Rso@~PLNdD`;t_rr;5g#U+P-q}Oo|4#mk2x6SJI#*?UAUSQ{8vnk=4zYiG zdXu+nv0j?|n@@QD1aS}haL$P=l3vA4SX~D*uR7PGO8Dv;j454-5`I8k{S%?FQyNS zkLV||ckmdu4~$P<6TPPT3WoLR#X3(mZ*xog{#i$&(^FBS>%_@vDnCk^oZl~_gfHh%p<@mCRqoRpn@hw~>hJWq#l5zo_s&I-a?Nl-U`QtnTw-bcjz6W87;x@r9( z9{4A%Yv-em7}&AiQ8iXT8w*Z+g_ zR*#Vy^`E@^_EBy9>;2(Yz3*Mha*A$Rf7pLT{TcUP*HJ!wR(P$ zgCk$I(bt|Q#&uWVZ=sK^1a<2#zVB^{v~=I%gX_DCI{^0j|(MuNN?lA9qyJ*&v!rj)dcI^6BZ_)nS$^SS(o&0quH6exdT;AtO zfO|M=M&ZSWctkz>tEa%aR!Dq75q1_K}r8YY&zREo;j5VO}S_>*Yc<$SSlhd-3 zK6Vk*?cX}hyYX0BNasJ0U)A3gZ&)a#q`)_8KeO>`H__cg@CSl2P@dP?7hmdG%O;Tw z{%rHm?5mA0K`Z&J=|GFvp&&NT=3}1~G@>TPCdnutq1a;$&@8;mwY{IaCd+c4V zi{~8{)t$cj_DpU6d>`TMCkQ^1o!n!^d#Px(?}|OFdQq6iuJSg;zg>?moT8iZ??zg` zAl=%A^~(WD=paEmBrKape|;dCMbr6%EBWtEpJVBxVYctzPc2bkx@AtVFi*4Kfmhd9 zhmIU%Y^(naU%fwfm=ZchP&fX1yuO#joKCNq|8|Qe|F4bh=Vk9!Lh#QK!aGV(SALJt zN%0c+7yicQ(QM1VHh=#%`5P?G-@a}C=CT{w-#GsdqH>=gh<+kF74y2!X#I`ytM^Bp zMg5tTKY+{|fqt8?ojnToEy#(SDgUbRf<^x`%75BmvjkIuy8TQ4vqkCtT(Cn;$mPwX zMv*r9|F!)r7RXhonS#Dmjbcd$GM?$P%BPA?^`;hCy})h8;#P}YWD^yqG&214&+g?qIkPV>ZOxDCR8o^H$_rT4#AG#ps0~8xAM;NYA8MvKc^#`7S<99} zjZ0Chk=@vDSJhy(btCRkBiu^vOEp5MwIndrOh;`|F5E*_^8+HGa}n~QsZvOGg%A#p&5U+bX3`bmui!mRWlB? zbhH=d7jUD#;YK+8jrT!OA0piFoFCNcl=`-BL~44)1V0$-!+75jW(U-Jhz&%2;$9;5 z$JO?&EZPrh`^r(Azb^B`y?wqy?G*KKxZ8#ku@8FiYZU%niJmJ41$W~gtPFa>hmR?Kt?9at zExE7EPHwHdxPzjm-I%NVTU)4ADQbl>f4)@Ovz%HFvf44~f1093T%R{3GX+rdQ{`_Z zDsL{K7A^AEA@9j-KNJ$-s858aZXc+%Z{?}KYGxo1ANNeu`fwEKzzu#-(@SAES4aA(`6GcrjTh;w z;l&N~VYb3v(8GDfKC2q4e`gVYoK-FPvNjJ<$}it50DbT?=zT4JYJV&x%sv?9De!S_ zKE3{gsav{F=2I2=efi5K;WwfdPUNaubZfz1;FkeSGBzGj$yxLdNSqqriKz>xU*G{7S1}p7ZMeqyC2mVm&U*li&7la$n46ACF1WC>Q6<4Sp)E!QQme^>Z>m0-%iL2wLa`P>J@It6ZjkV zi;erg6H0e%IykDQP>cPfn4PFE=o$B0RsPe=aHQscSuNVIzxn!=JVCjy)xUB7F*SZN zt8V!t;_}`$T(SzN+McB5Urtq9m({k__JEpkGBfVS8Qag;U(lb_`jYWe$@}7BzJ&Hh z{*3(r^^Nfq^{vL&_ILij>1*wW^vCBr-s}hF!4u@^ibvb7+&JI(L7Cq)*TR+j*XBz-{i++r>5NWs`1Cc$KlHz&EQuvuo65_{b;fS&1)OErdV#72BuS zu93q-Km8NNwsviPX>x&ZaSh=I>njoQ^=#%JuK}(fzdL+hywZ0!W%Qrr-r8RN$%a>A zdMH+!okjk!?SyR}l*3xSeBI+%hs|ZZZ%mIB+t`)={yZgw?F_cI7SNo)edE1rwyIBmYOX12jkYbt|2IMX9P##at+`1_9wCy@ENv$ z;BUsiIY^BG^*?7trDjEI6ym`DnLhFpM19Cket-2l$!lli+y(c;#Vcz)m*fj0r$sFkz8uF>4*TS}eKGg;N;)Lf+5dGNdygO%!R5ZkKRyfS8nUyojS1pgc5Z)wVR1%kTzcdb2t6SMSs`E>B5XolmOP7Zcm1|(`~u)h+X zD?wfVNu27sRZ94I_j6avA?8KlM?TJ4x-7B3D1RC9FG~>Rl%2}_#W!U1g=!ggvhEZf zmUGXwYr{2sv+@Uc??3mv7xok$QjvLwLs}pEZ{Ho8gK^+f8Fr=x|8Fy zYgm=YzcN9c{P9fr;{`ji%za(+=^+gD)1Z9#u_mKDMEjeypNDt%5zc!KG4Pj{=lQLN z2ejZs&b0mT%IVkmzbYjpFXfaU=CM|X^_4l*H`onw%7d({k~lS`ui{%Qkkhb64u7-q zBOdyNaa+PR{9jI>eXoxSNzU!lk|SL=`lv}z*Z%{frbS7ae%z70beAha4FcE5fNw_M zZ2n%05~7N>pr6Rz$~6o%_{&#z(^~&X7uzDX<{$A;|Hl4PnX3h3f>_VWPTw3WQzX~S-(@&A-~jWW@W_3C73x!?4=1N7 z|C!Z)JxZuK64apb%4i;k^&Wk8?qe;;f75A)*FH(!9MS62M>B$0$I4ER8A*u@^M9-_ z|FW84$)%YAX+U@l3F?4<#QAs9$5{216s$8Jr}32(q=)ub=dYzX{2S3nV}d&Qm*DMr zp7kR&G^}ffr16y%Gc}ARM7Jry?+MCa`OeADSjhiG4OhEHfbBw%G3&pWKZE~`^Jg=B zsL?_G8s{(ID|gC}ZvGG$*!FLUU%WT1YepG*sdpszZt&Ie>7tT{I9itTgpf~g1YvL8*TSa8eVts)Xei^ z#4F<;`(6lGv$YPV=%(^(6);Mo_ zd#I+Ee_&qI@k@M%vw7mBl$BX})$O%ctY1&Kj;S&FLnThpP4f@=hx{Ao-)8Nn(g_a2 zx-3dA%K)#0e=a|=0LE3+SoT@5c0}OA`lOtMJ`shZ` zxPDyTVOX;s-HwU0a$EYzTIoq@<%yy>G4L9DZ7 z=je42FIdRLv!kx>J}K0=TJQ5X*0-b!r|72r5Ao3d(z<_z^)v8|{kJa>7(h_h{`OPY zD=CupztFBP4EtaG2oL-FI{BG?rr!+-=NFj2eB1ejrpBAr{adIpqyHJrm<^=-`w~Pw z$xh`O=KwN8g!3JT2N#m=HPX~51`*z1f;#>SZr_BM^wIy+`F~|j zff*6wnSF)LiL=ny(3sw>HuDi=ePaUZMw++1j0K(5a%$m zQ!(SPb7HGo?`A}?0AkpTQqem7&S_>SCK6r%!8`U(U`ZHU9Os0h9BS8%+ z>+h}hSK2@Qd~8Y^9HMjr48BNB+O9{2{`O$aDR*X}OU8RPJR2Atz;L;+VzBQee4JMf{$uXYVPz z-PqT^PdYc0lk*ETY@Pg`*?&l)XC35OP{} zCKep>RI2K6x~#QVf}^rH_l&{P(n)y>gq2r!^;oE|G{n; z*TwlI#kaNn!9U;D{uT@7l^5yt5|n>AeXJ&kc(Rkb%#`1BNWo+V zEF*=NA~RsXH>*E0{xQQ>>1eM+tNp(ix0OEPU89dYWuN`wwsx?pKsGkFNK&38(0mjr6gJU_J!Mu<8as=AD%L$;e69#r(5I{OC7lx2D~UA?5|D zIzR;uGPdzwgcyH~?YD&z+D#C0N_Hye$1ZhSRG#u)Gow&wO2yA-n0EfKmGE|aiLb0* z`^_vi=+wTu!i+{E>-lAwDx9KQw$aCSf;#yZcgO1i^NDQwFRID&VSYTSfs-sg%+MIt% zR-9ksx-tCC@{d>MF@ICwci^lz*K+4Eog2w*iP5aNFkNs!FGs{0EYXSYV z?!N@k{Xew7as1s+1cC_a_>Z^Rp27yC;}e|%E(tSwQpBPYu7kDx!vlnOoS<&}@m<#Z zF&p0G!pnwt&WdMj2K_cYd%*^p{5eQ?hY0HC?*Xfigt4IPvu0b`UK3_8$9V>ANlLE6 zDZ1(W1MwhNjpP4eig1jeZvO2Nx8n`-y>+R*r^i`w|E=VAdp_O2Qd`K+BZPO9pd&#U z_&$n%D>>2r6ZY@wDf>^HBbr(J|JU)?p-juUS37JI`{zk#J?4gwsAV(#u_pXumVcBJ ze3jPy0~J47s8Ji+?<5g84?-IBIsW*J)FOZ18I8_Git{)3kWBe@ZtuVmjV73ubL64p zU%uq;=d3WDU*x6m(&_4Ue?CiF{|1x)p9Im*WoPKwR%ay_dWHh?k`29Y*S)%;E~n_0 zQ}l6~Ao{uN%(G=@ zz}^>kS!v2Y_K&N%y}psF+b@Fu&Dy^eogYH}r1kt)%~r4*`fpn0Kj8~Ac8Xi~%C1@d zRs7dM$iH#^5TZt~Tqmd>|6WzTEiHGh_G8f@G2;HP&;0PPewUhZif*|;AD0R0%^xlj-X(%M{)>A*Ig)+6a42J~ZI^@@z!r3WG;QNg zusHvN+82>C<-g4)^5Y66bd{j4|GDN2d?PI;{)fMR8u=gjMEe={53sHXrHH!qm+QFo z4_J`l{=}V){ioiVT$m$WGycK-2k`H=@qdWmKjZz28G#U}i@iyT_60{>IgOG}UoMt^q zeqsDt?L58bfvegx91#@%4ngEob}G*(;Ta9|OO<{JPSH*K58@$RWBZ%&Unj~x0Ovqnj`!fAOx{tpT2s$jiw)2BT(@ZnEEKQo3QqP^iWMobI9sx>NL49hq{o8Z?Cew zJpEB08HYA+E}6LMr3Hk_ExAE$8SQ7y~I>nG_+yIQmMgZh2;X-&_|YrF7ciuI5Ff*)4P+TUk(_oMdD z!&i|T?X^RxzrJ5uOHi!oWD)g>_5t6h_~}Ks)mTlD{GEh0I`|dkhc>-hUd{Rt@{eoo zNZ)vE9rb~5I#R>$cC}%KWCHZQqxJ-*Q?B)b;+N zKdIKHe&(Cy`dpFATWII6C;mkGuwH?3sP$8t;-}{-{}&PMVJweYUrr+5YB;p@QC`_P z#I0KaB^PM?0=J`#&_1E(7x_o~TJxXpxE6lZT7J)-f*!7ermkPDJ=OeZ)+tnXWugc9 zp;?2NsaOw!wT^@@tmA+`P+zLsRkR2EVSPxkevqM?s6WUzluykM)GRC(T+dU(tMWx; zEg^)CZMs?oR{dri))Zyt#-nokW<+mo7x2(Ve{~7UBH>^QG-q;KIqgvN0Y>=l~e^T-7ML5Q{ z3kpBgq5RkjYci-WTz3IJ{E$M(i>WBq_XfNu;p;v0{pCzM#+)PBHFVZ9@}VhyYsxsClh zncY2izSQrhstSHk>1q68950RZjmM(pFPvKU`%Pa#@2=8*a3`}t2J2AZ2egmzn9z9a zr_zV@u&>RxAU~7YB*i)mSFPiuv@=+Ds>5Mj4%X7Z-)j46(@nS$j`k@+)_YXzer1I< zAINu%S12Fq4{o*mT7Sd*4DtkYAWslq#kb=KNBq>`um)(9FIxMm)Iai}Kv{l)p76ig!n@11N+f@{ux<%?0eJ%Y;1A%d z`P1qH=^OK(IzHqjtjT?uf0bS?G2Yg*ns2kOD(XLVdU;gqmLgmmFHnE5HV3zwesPf= z+(;MnQ_cv^53i%y;Q9i1=rB57j33`G48(A$=+^Krcbe~?)Peh z25py~^-jN1?7m=EaS`F`cFz+7o+LA;MI~x~Y!u4|Sl7w&Z@b6D2C*X-3w-jnG*W{t z`3TA&^s?I$#y?D1w{lf1`-LLL_pIX`9J-Jr8f8mZFTyF09Io6R4SMp=>2dF)**w}V zPx{BBSk~{S3Hmq{DM$(Gc0WVIyb{@g1AlKX)-Hy%1pbBdEj;^bw@H8toBn>=t2n98gX!_;%wDlGBb>*^jh6%NA1l!>8BY zJ9F4DPEOO^$9Q@K3H6NIGr-5LC~jxyc8@GOtACK%Okb5RX7DLCpAep`h(EZ=(RTU{ zWc>l{q&`BBQ{+D*rHj*5UH$n*oq8=fJZ{7P3_8K)P&~e9-J~KXhYI{mESAC*>KEkuwDyC% zgxm#`qdUYqzn6wD$dJDOxXa@7GS7hQ-E*dTA93qV;i}O`&3c7d{~4n@`%t5f`6UJ|5t*j2ifU*ioIkPhi+coWKN8D#60|v`O#a}HsHegYtctqh-;e{jjySa0UZYfM3#Rx*q$xh|=<8pe$ z1LLFm2!>|;rwHK{C5U>GodG9b+>%H`Yhg=D;sWAEmy;Pt4BVN~K*c=JxW9 z6}J}x?H?WucxU_Vmjs%>p!{p@9}7QORa<78mEVs}kAbhA-sTngH^Wzp6%vGgVcbS3 zL*=gUW%>QK^*qf+ll3)>U%eFTYnt|AS;BKAi1Ac*`rRM=Qp#Vz8?`sfQ9|Vj>g0cL_w_fWIMTjF|AF=`O=nH%BcGUmV)+Yyv-{1kt14V`lvz>^&~r$ z`G;5hFDpk^IVEndFD=z=?b>#>&p$AJqW-?^_K9Zw1KT6We>M83P7r)5J6)51eaxnI zOencGHb&$>_pH%(HfFTldZaJ)Kji=0`k$76Y*QfrZuHTRplzn;i#C~!6KmGRUPP>b1+S|6#4|K!& zQhA(3cidryZ+82z9_70}L0$c)3{JmSYC-Lfd6lZYT9i|Co8=ek#khVm%RlHqE~Hid zH6r;3zWBD=KLMit@dyv{)tEj;64Z_V!9O^jmd5s2bi7T{4YrU3{=q*hY#FlJj|0C6 zePDj9>p%Y6E2c=Ne{bZ~X+|X5P4S|hp7?%5+ra|ADfzb`h;dqWy86$&&h{l;ZMCb@ zO(B0Lbe|saA*`a{|7L{OoS?Rj_RM^B;#5~37Jnnmg9mvwYXXlf**+vR~RB+d}TgL{7 z`fEx4?FeE$E;~aDjC>?jJ(-g6QLbyOHHBZgf8KlVZ=E?gEv@JS;aE?~-pc-4BeFh# zb;);G>m2lMoL1|(+WZU0T%g~EKH3u0&7b_AoQ{y3_P30kSu{+{KRfImJ$}OavK;uf z_TSX~-#*RwSU;%8(Bg1YfHvG-rABo|NB`Yh%djTGy%Ek*lvAiRzQ|9$-% z>W2EyaHzOX(K2-ezOChlT)-m>M9#GTARfwZJSOQ(5xNk>eva%6NIVuH<@oLJwRf4% zGVs+ri*w-ZiJVh(o9RO?HC7%)Dk<>0QbOGb>iUn<#PqKvU((*f`c>85svz*q>JN`V zqWm?!=@H1_Agq6l`S+xJ_az8AR%f1rZ={&*rwhHg9L>GnA4UzK0lBYwRI z&x;`VOm_Ny$n{22y)XaIwCBHd{Koi;V?4^PDgWX2GVqP_-#(O(4?&&$x>_RafRu;k zUzoq7qxqMu^v%|PX8a2}spl`Q9RB_2V=zIqv(*{s_=250_}3k$GdEcs3SXL7eYi*U zc0&I2C;tHi^&r>p?O&sKeX2&zm3{+11X_F1a;$I z@Ts5_;=dzqB`LgtB0rjNa+^A8FL|bK)aB}|NYVd)-!>}UoLp5oMK>*f;lra3U(0q! zebh}xDw1zqX(wlG{$kdCp7e-)W+G^O#C|yWk06M6vNN>9zQ@duv_H^)uz#Pn{R>Td z#<+eq%fFfRs8N*fu>^JUJF&>l_fkr1Py61lPqT*ILF8T!jbN8^zl1E-T3d+E8+tS z-ZCb0dbg7-io(kj|J!}r4PPNY#*zONf}kTi1AmQ6l6>E;4ES~bK^8{gg>!cJlqGI3 zC#PjRefSXspUBR*8U3F~Cl^Qm_`|vgVZE~d`owcVWomGWZka$I6A5CTAUkJ{KYWY9 zdH~YBnYI7hL9w>)|2UEMBFZ(}@cM&o?f3Qbqe+zS$pm%sJ8|}!XC(hZ-Lg|_Imf~Ej0z%a`Hl6eGFDsv zOe4IR1Tjv_PQ`ivcdmG&daD)eFoiq(b|Ozg5zTt@bn>4;P}hGQew{5_|M6WB<@<6j z+f3neoSU+r!hJY7P3td^v^Ov=y-K6@2IwrJkG~F-__b&;Z$W<+`OhY(+dpxgT_Bc) zEOXB=&grz!p3bpq;icq3$ zw)WHZZ__${sKwGA;WpwgrgE<)s9QgH{$2B)sNcp00s4kxE+`y(FYzk0o0TmLVk2&)Jd00N!g zz78IibLxQGV*b@ z^AEyXK@jDXoxTtE++r)}{1*L3UB8y(6y3D^xeVj~NW=JV8~+>;)=P}ns%^v9tbZ7< zaodI;DXh;J$FDV15gQ2V#(%%US>8!bw0~2D!qwMa4#V5$D(6R{z@mr@H>J=S0qwe-IDjhw=P+BSqLm zP}l$c#+HT zWr=fc%>@1y^1q6R8ceX;eU8P9&f56;=x}zM{QVreq!cKlz23By{ErjVl|LfudViJ} z-?dWJp?4V8cRdfJAK&a^Ury15^`b-Mq2s?$pVkjp;M|-^pV(DaiNam2)-$+vezu+b z4g%YUf`&D1IP8-TK8fd%HUl?w=K>@J3hi67-;q4}WE0^6B^`+7r{$}|9_52&wgD@_HOsKQ&&6z@i{$9$+ zK7v`0F&SE4zj5l7yUYE)e+cV^(;9Y*JbhlX{$rMZB&TZ^izT`VhyQ;1I6%+=0rKm8 zJF|vM4*$`536g{S!1Z$$ zufV^?`&U7fkqcjz-!pyQC#*}0;s-9yh!xg@{Q8_;u|s~08Rb7gcxMTso@J-9e{>|{ z($>#E-eDyv{NQWnPThjF^Ouw4kM*T){^*i+ZJM-u1lcSjv#hbsxnb%sN@xK}W z5Sj)3Qc-7=)otJ(Odn_9p+S#1tB*>NG=Fp?e;>pA@f7)=CWv^l)Bn+}Bo;>NKlIC- zwEjc=r8WO)-9LznUGKEC&Rwy8nAZLW>(%IgM(fpoQn^D2<{&78gpEyKF_+a5(~dvC zEY6?zt@TLw7^BJma}@tPL3<59@F&;j63(CDebWzqjG5#D8jy7{xi!1}Nrd&CX?oekC_ zY~?@X|6BLpvr_(E7_0}I(O*I5U!ZTSziX84GlDw#9Z>a7BJ<8QAn8fwo2)m5Z}mMm z?B#-fqW(h3{{cax{F<8M&1dJZ3#<)=52)TeVDk%afq$L+{~vYl9hg({{f|E^S&LoK zJBbpVh!$kci0DB?@6n@2??lh4K^Ds*>gu8g;YN?LL=QqDg6Kg+U4Hku_q^ub+~s?p z*!S;`PyWbx&Yd|kXJ*cvnK?6aCYB)NL`HoQdfjFv>$#SmaqkG@6n^-wRC>@V?f%3i z`hJ<9uKk1ERvu>oTgp9&-g<^PQFwy&^{zE7IH5L<9~KMR-+FwhU*)=j{t6{@gCNEU zD_T8ZJZsu>)v_}KHT!LY;Z-&?%BJmqUnRP01RUX^OJ?ToM-;XWp-4^GMC;C+` z+a{?5r|35GpPmSe>!<7VJ&K@C{{;ISj}_xT+C{zpkWaLqnfyWjpD(Dj^p(g~<&tz12eF64g z&k5@0zmekt&Pt_&d}CVnxg+*J?(V3)tX@8C{%w|jgJbtD{+9ES*#9iQ`SiqP?qxX2 zWk#>Y3vt7^uGXJc|KIYS^+NNWl_;+ru3WlRy7a`Ee7o#TWzDo%{I7+1+dQ5&gU^sJ zk6-CMiA#!im8txd?2NaKe|*<{sDZR9Nu!wSf1vU>@F)#o_5IB@i%lG&P&{V zwDM%r9^5K!eB=;5c~acOUD<2$c5?S_a&)lpwxc#zGIJ&GJ;fC7T!Y1JdxSeF-f>*` zQ#pV8-v^7^=f>-nz>UL@>P@O5A20J8l(W0I9j_dBmX}Ma*{}$2XuT~jb>^=EpH=XB z>ccS|hFKTG1I&!T)%=XN^R?UVh>vD%6!+lf$u>UP?RJ{Bs^v9$@30fzD?pEHYQT-x z&WzW{>eI0l`APWBbz0QtYXkZmnDnteSC3mWp8uKbjw*9K4(~M(Bb6T~j&31v${5$B zFl|x8lNqitfj{H5Bx8LfD&DZ%gf}YWhvO8ef25E4R`Fcice`Q7a)Np&jf6DrYcMCgir+Dw^$>A+( zhTI*-E@{Kz-DSVTUrIM>a>$GESg~6E3>?RGfur1j2>(OzR_7)9JC4~Rp7GeM@fa+; zU!eYt$2_6m5S~(=?6@)hFqeCcem&5FU$c5sn&`pd4GrGT;GG8Th5iVB(f+`ZA8<7s z{R{G&z@T4JhHKuv(7t1wE;L^Csk!j(G*%fu8XLTKXx>wd$L@^$8IQ%G|3JP`f9Q{( zhdjYs6zUiJtKkkDcG=|g?tzO zvTXUe4ZfniRPT(M_Z8zY6V$(2UU)Cl+E*=)HmykH9fL0!RA*$M}kLjs4Ns zUaEIYP2Z&K&!}HbK8@+C^{0(D;0O7)Qk>*AHPrtv0yl1B=6;`b#ply)cx`zCvZCfN zex9~DH<0&2^e;vK%HtXIpIX1IM1Q%V=&P2(dzH~!AM^+K#Bv(_Rjp5q-`RxxA{^dW zL9al0I|||GKL|(rAY8@ajSJo!?Z`V+ehzt1<3ql+`3B~j2uD6>Z=}CX@owkAv0O&~ z3bxkgkcJ%c2Jcu%2ipS(2mi+YXVeGA@&Si_gnSt1Ki{f<@MA15$_HQ{IWBs5! zNEhLtZ?DX+>u{@gOvkXE{4{xs^phtDZr(kF_tp9||5wXXge%^&nm6Z27v@ETE8k`B zVCcW74`Y8q{UF>}f8ZDS08iOXj;F-o%`1U@wyrmCY33Km z7x+bes`6Nzyr0$)^J_IfH<3Qf87L3(NBya|lbGK@9*p|d$S?W>zN7t-9_kyonw~a( z{3q{TQjXc>|8IEry8kurUiVe+Uc9>I-OHcqQD>b`oUlKLl`T;BQ;9DztX4WT!U3Nt z*~ca>T(j>2-f~(^8QP)_>`rxVI76 z#&XIo)z&FhjJ07AR(Dtxb*C77n$P|yjVku!Q&5!);&e{gfwOMay*tL{{P8vdtYgNv z5wL5BT?z0Zmya(xah+W$+h^nBV&@rlG5R&?II!3s+UX!z{j6ph>z}UvBC9rjFGUr2 z_P}GwQ8q;lwk)3O*rY+3!JJUj`h#^5?QA^V0IMmiYG_Y6{lFDRKd|6inSZ~S`3Uo; z3@06MZv7}qJKdj|zGL?d^&x)_@o>JzyxO0Mt`je@@f2@r=W-)|+o;jQYKGl&oprZJ zsTU_%TYB568PQJ(**xR@U~PBIHtU?l;zsn<<>}9zIo&v+ruA2^Uz1j)2iy>EW4Xr# z@4ew5Hrs^HeC&Rq9_92)Hj*|;!!|AqIng6Rc;|VWr}N(~M_bvPKW{bt&KJH$%m2LB zo7v?&Y^Hx_pU~#-9G6*sD)9R5{nkabu5UB_uro6YdB4!!1~=}G!fNkG>7yQGH2kN# zm)QZ&Pn~o2z0SNTJb2`A_t0D2g#JK(EkNOrQyEpfEBFmM-)UHxbF3nTH|gWJaa$(s zbO`!OUJ6G)lu`ec86LAyU1wJv_38*KOyQQ#3%h1q(v$;*zQpc_PJS(UyPuVwx5(D% z=kAvn|v|HW$iYgWk4M)3sO% z(vLy}Q63rft3LV)dqB5a(XVj374&BLBOcmSovvy12f1*dh>!;v^(mhGRtmh`zQS+v z_>20Vm8R3gOIgZtif*bu;9UjfH{LEa<9{ukF2*=#JY8Ib7%5KB9*oKLw{FK1Y0-Qa z$A{Ho#M`3RGcDXVrA-r#XhrEqF@n1Kk6hIyfu*Yzee0KOC&cd3xUR28B<9gh*O>9I zCL1DlS5;@l6*y&QT7PQ1Z}09pQ9`8%qMc+^*3odSqm|S7 zTK$!#49XBhKatVM$^%|XL8X3Z&4V@XK(%L=xIUv_2~N>X>mP5MV*Zobw@vd9|Iq8k z+Xdx_k@5s}^C!QB^6p;Rw;%E!sc>0%_v!b#!_t!HH2rOx{8=n$SD2Mi{tEP?DnX0` zGOBooE40vmmEW{zF@6RuJh-YsjCMQMndmAJ#C%Rh`LrfiSQ5PrhjGeFc^ghUU4?PY zh3Iwt*Z-^+-lh+A!~6rw>u zAGE6~KLt5OH{~Cv>mWbhce*Y_ye(^7)>b1%TnXyNPy0gUo-lYP#rkGXD!r4UoZuhk z0(`f%{?UF|R)f9<{b){5r@#H{Upygg`#8MLFKW-HWzyhM@9v>QhDpf+e9m?o? zBZ9j6b6$8iPI4vh4xK6dbgBLQE40#1_i_4OpCHC*D|&gY{5D#hRV!cDJS4m;?DLos z)n;N>QGd0G&V!(?|M+_>cp;ViC0~`lYVQ`OqaRPnowrMGA5PIN?)0M$LCm9NG}uXc z&PI`UH;f-y@11^gw}Ey#-Aw*4|3teQ=bvWunE!sO{pu3m^$6;KU(AE|EM(30S%s%> z7WzNiys+KVKH2Ua)^C5ov}H!F6Ss>lb=r{CK34~he9ZXo^;Pd)nFW0VN~j@0%qL|u zc+1P147UTIKh)FFj-vg|^8dR2DQq{9*rq{2A>Zuq${`{<{8~ zczE)C7G-#w?-kwdCUt76zbIK@Con#8U{?QTr|Z2bgAN4s<5$%kZ=@@&FZ{71Q;hHq zKj!(7x(UDZ<>0FY{b>DfdcJkSTM6DFFfSRU%s;jDUrVBEMG$&IMtR=#Pg&T5GEbW~ zx+%Q7wHh$3{IDR~y;G{mo)foAjb>-F`uqCrpsbwOwX~rhZ3&{BGHQS1SOQy8dEw%a z%n@S!cdk#E{gwh%IYqa*{n7u`?JI5l*p3ovPf#cSmh1!eOBreY40^TxZGRhjAl+_4 z|1-+JS^c4$=s(y#!1s>yV=z8w&_1D${5Ji(bn*iOx7kGc-aX?{|4i95`&}pc?nh9! zeu+Ko_>N6Ik!w-mJvSKYXHT~yg+i-z68aP4av!4C$zRA%1+K7!GNXzuY81tUd^dla zzuqxz{OCe-JqYURKd{ilNXh4kU)$#$qFH4McPN_u@L79J|M}2&%rA8F2hYd#4zqNT z4(kUyMF{&{w=5m6HojoH{=)hT?Ppwnb))>d6V&zpkV*O9FyHh!Z$B7(NO*_$$r>@V zc6RM{x~=X13#E^3J3>w6-%Nk?q=bCG!hfRI8@85iXE;*${92>tzud2_-+R&b-URay zl!3B-O9=HEov~;PD@5O?w{!m|?=tOnfm!+2)9p62>)2bB{!H|$$&rm2y&6x`UpNkx zI{HY%>3DmQe_u*y5E9g2c%PiNnGbo_C_>*=?;3SQ|LI5H2NKkcf6iG;C9#MqeZu>_ zI>j6)JlC?0pFVnO_1~Yq42W@uYWb!P&c6$ z=+P(2&Q$)|@~4fw2b~o9JN=mvr3O2eCy2mNCle}_>7 z=y%=v(Nb;AE7rRB8lMa;Vi@Gleda;e1tqlG3B!qg96@9Mji>sDow)aW_n|&n8VLCv zL3E=DqMl^bHF^F$)+1ZRac#8o@2?T-*db*0rOEUZ?*v#8)`Z&i7mPK3~fy z;a&N+t<7qUSfP1`x2^s{-7--6*mft>RDNfY{TAc@4aI(2kb`~<{TNFyHv;7Khl^vR zRE*>Y`K$6%f+Lz4|HbHbH|n*z!G3Q>e}?QopwF$?Pk$Eqk0(YZ5Y+J>*}eH$$*u9U zUSC=r6}S6c6XNF|cxwCl73G9pQ}-__i2Tj?H@n?oMz7|d7>4%4F);8oiGCa>m=^)^ z_?0eWBD>~z+kNEy>#Q6pkd8U}-mT~yAmn#4#otFz*Z%@r`oCaHJ0+a!d*>p%MGKY( zG3)vM@F{|R3ehbkXzYJCcZ{q*dFd54l<1$0DxWZR&O|{!mFQ*>gq+E!-{HmYqz2E_ z+oeuK-`FqEJHyVAoT6K%(U0i_b>m0ut|JemPYYAt?ubq0?GEg}K>r%|UuICg0R(mP zC;xytuOnYif;Ln zek>=b8-EhMJh(4yGrSHko?Zt4y{-I1e;fC&R!~AK3I2?P$va37vVTLbq}Kk86Q zo*%G{e{KKTsDD;b2Ac@##-GIgE6+=@^*b({>ny+SN#Vz4who@>+MW|?SxrAS5=1#= zG^C>Rj^TALtiJ|S@AM{5E^Ym`hUnH3)b;=1tMA@O6Smupi<)~|?4Ns78C9}oP;E}p zO~*gPgZ@FB|2QRONLdNcl!5Bi_l|MLj?Z4_Y#L97#HRC!&``C@gKQ8liM^+Rm%!upRtloI3L zcA^U*n3F@co@oMyoMD@2^}N|Jt3pvWqQ1omR#Q-adAQj^QG{4`N#LTc|jXL_tWl<%@%S}f3u#%t0?DBq(55l==P{#x;Zg>EXoHR@CZgZ!1g z_)mBCllHoYL8t$@8gq#QEV>7c)c}ai8h}SXC zjp^GXgIhyEZyWy>3({4u{pT0-5tQ#~g1YfD@VVmyDKUO_k&Lfn#OpX$<=4?8!|Muq zTk}Wz8SRH>DBrULAtzS!mk#%&Yfnb?nzTKdWux#p&oUpLR-iT~)MovQ@y|H_Jx2*$ zAeaXU%kt~q<{{%%-Q4|LqJ?+Qkez*RHg(s|kN!>Z&lA+yufvD`a{8O{k8I5959=rB zFXQICG!CA_;{?iqhM z{I>Qw%O#?_OVC*V9qDz`auj~3hU1@w4z(2H_htHihal$JGU{h}l*H!N2>Y$C^G)F$ zZ1j=r`x0(=3HmEUcbi})f->;wwj+_fS|50z>}ak3Rr>3tdx)pD|8$k&-z127l2PUS ze^RyeCnDtY*ZC=Yxb^(OC~g1f8hyV`P&a>qt><=)cDC)3*FI`;~G1Yb!nG561J4w}|g(g5Xm| z6WawPvi`JxhIz3a?VqKg__pSs5&4`vRc7vylAKUe{bOc-v@L(*`bk@V#tuUOeeeD^`X8>PgRgISSGuoxSMrkQ{(b#6+#9!P zCVy$Yy|Hxc?XHx_{sA9i49$Q3O;b1Ev0vbs=}L+xAnY{Ukh=2zJ%;7 zX8M^rBE2z+Hzw`&F!=w89wBtIx+@Cq$WttPinkQrqdF+gvOUG^VR&DFnGxm+6;EIg zKj5P%f7GkGJ;wyUxa|+`D9UZ{46dU5P{#;Ie54O?Rq;H+JA%3m=gO_lcEXamxIJy$ z9>jGOm0t6%qt-_?;jKxXmbp;+PULN%jNnrZ&nCQu00+M+4tX$oFUZA{?vLmZRIH&$ z-*}Ay-n-QDI&pX-K>Zu94H(N~Jk}5XK%cTc?L>Q{-N3)v9uA`1z!8r4d;0DR8@sAI zA0gNOxV1z0rI8WIxqWN%N>=%t)R)?$Bu|vRjYYoiBicvhNA^~un9+*!$yWI}*GI^+ zRbKCSXn0vUJ-b0Z!h2SdwLyn<5&aMHgYu#MQ9sB}#WV0*ivH*z=u0d7wioi6vcBN$ z2;NQLZ9>CQAAm~!o12UDRsQUGHS*2|9QBF(f|@UwQm3Hi-39st>7sln&qzgob>@n< zfVr*6yBWN>R2AMbkiPNQN6PwvH;=U3IJ~LyT~?GwO%L8*An$e@d?LTAig%KZ{G_#m zo^Qsz$=i$7xyG5=T)sK~N7T6;EqO;p|G4ocWjfjqx>S$)M^(OF@vc^laE(8dKP{PI zfg6vt8S6_ee--k!ARj*A#^Da_S5)z)=T7|P;u%QaBK$J-2k?jdk#0)w zHSi__`7(O1)54KHyuGRVn2G*@^kJreK8AM^#8~OMgsemK2+ns6W*(k?$`UPo$ywJcwhEdAJv`A8!O(;eEIv0+4=vm|3~?NBfl@Fj`x~-W*F5s>KF2nEH5Xm{b!i)_7}S$XZe8M!-PB@ z+*S5f(E{xSuJT_<^rtF$j$BJuuC2h0+oIqX??9kKdqV$0KC2q^G1?FH z4}E}i0M+!g{)zbTwj&RBUY#G+75W(79o6*naHON+8A#t272^-$Bc7T*+8^?&%`XrS z^E)*@7x{c0w-@0sr-L5p{aC8o(t+Wf4gFo4f1$o055{G2(3W-kT2<~OcY6UaDrmnjGGNjAlW!r<$HNAOAW( zRYiTO_3bR?+bVr71Fq?F@M|4VPtX+LJl6PDmQ>g1q7cUUV5e>QKhTf%AWZ39>f zVf6%*qbt_uljkdjmi-jNsuO*Mofn2QPiQNwH?Zo1Z=LmU)Y#v`rP=hhUU{NdPfuvO z7qDu;I!w{5z`0fE11aESm-x}OqQ&jCOZKad^-1Hw5zkiZ3HZcx8uYN%3F{mJWb5nI zHF3=I*Rnr`%WorMS0#DkG|SzX>Z1Ixs=#WC^yFlge29pYlK1nQe?Gk`tY4YCjNE_y zxVC$a-G+>muWt7$c0%@83D$SiQ)<1Rpg52dwR>vI1>5Q`LfoEE)qpnbu#H}O+feo1 zpzZ$Pv=Mffb=EhpRnh~=jZPn+USsI=0m@}t{+jg{!xZSV&=0h)-unDv=N;CAPA{PT z7nkY0a%Jn(zOAagO`xhz2af#B_%}Pf0BbAc268T^A3i%{lvLKi=|cwpOXBoVhHiOF zM3hc_|ABm~!?b3WL3?4>BQFXj>ksSc>umJ4AnLhNj|Htle6_dfP~Xs7$VW~_+5J$H z3wJ~R#IOs!X;yz=2mQ2x;zYbO$9G%lQLn1}Ytu;E=(V>wF#SdTs4tu@Lq2l2^G|<0 zWl1Kt&!KOzyMua^=_4Z=Y?lJ)Z3mS99KFqyy7~(VgMKzn@6F0@CckF%NpyM|q^RGO&!gkfBT z*#P-F(vJ{=h$o}U_&ds_dfJ0GW7t!wfMiSU$ft$=5aUk~qH9hNTC&WLgxOoAm=$4}N!<``dv5ea9PuL}uJy<3(vUUucMd4mG)0X^gn)bGM zG5TJGAmmI&ee!0DXUFq8E@P1l?h@VBcsacvvFNNecB#y ziv+As0?wbzno`hcF*o?Q@cBfsn4@0WSwYH*5fy89GF^Dp#Y^=;#PHq)#5gt}p# zqE6>43Hq|c2zJLYj>@0Ij|L_)pIC>AW4nZi+k*v$y=u^@N9u3SqFv!EnX)x4|9{m# zM@>%eI1?k4z>o&RbH9q0EHwUM{91D-?vKkM6*!_*q#rH>F^Kw@>i?nsW|EG?iUlujoTVLoO+v?9Eyr)^M5kWcY*v$X#d3@2w zWyi$ZJ~!9)n|gI}5kc=JGiv?&RR!V=C>c$BwkA?~m)La6C;OY?_SNxgB?{L(RE1M? z)B0Rg%rgnOY z5gjLpd4h~8-haZEo-I6j(?N0jBy06LS1Wx^{pmrptGfPjLUyL*|F8P%Jn1j=U*ql3 zI#lj@1fgeT)bFu>1k3R>=H1@gSH$g!62m6UueMD){p3M(bqQiVDx*HNn!J}RCF&ea z3J7OKDSSn>&ku5T_TYq?mLJ}Guzvks{eyXyYKC(c`PU~#ni9l%L`M1DpJSwVi}Fm! zxJY~3c4x@vn(aPo{5K%Fh6Hu>7x{bEdko%Fu)eQFZyQr|)AA!8%5PjhG@=NN3F_wm zv9FviNcMDk6MUUlPH&dtNY_^Vf&7hTM^8$q2|?ZX;GoNw--UIr)8A4-};ip((PN+YYD^KuD0fnaRrZ@P(yUZ#M{&vmoANWD(%fFx}`P!Xh%>te-0SG?<&LXSI9qZzY;tD z@?HcvlatFceDqEA^p{0@+tN7yu(kcse^mQ{X2!Rb9{T(H>~EU=!DznkK=sy*psxI0 zRg zirVeDPDIz4Am&*znz+y71B+-o)U#{n1LE}az;R)5d3-hR6K3_tn;m?)$a||;f86*G z-@SyZ?dvDA@z;m=?n)5rBpG#XF+4^J{f}?!V*ZbIN$vb!Wh+vgUNm}7=uUk1Ac%2F zMiuYBC29SZiNe2k{f2tMb`m9Ls{hQ!|6Y{PAc8vmW!azStaQm?+xfAF?y#p6{!`}m zMSr?CQpj&_`aX~#^t_Dv)Co*v;r9mx-|QU2u2A^4gNy3_{bZP+_oeUs{!PyhWV|QE zZkYj>0cXZ6{amF_;r-=|eyI62v-BMiu+PyO~+?F3W#~VSduFb<8K4iYj*bGsdm^0;n zczs;aIc|+?rdPk3aM9IlV{MEnV_@F`G%b71qA9gm62`F}j<)QE4lk?rV zvtO&f!SsC?LCh0m)ZyUc1mXP>_Jb=~`XvpFsUq5c2+<8CsMDVj*E-x~=s)OxN23-V za!%tS=*{Xsfb4HrR|PKWl%@KvlAN+Ll^?{z_-EW6Hp?IM82^m(&k+=1G(p6ZQRVi7 z>$-z6C-NK;<44Gw)2EsSRp%7lGLn9bB51TfwkPkUn3pUoF}>UF^95|KKX_k){x;gL zZ7qMw`m+=K+eRNQ?DsfcjPj4AA9L|Rg9&ll5~Umk&y2`^`2uT26Q+P4T(0zMIhG^Z zIQlVzpiX~Ao+}n6*#}NJ;JG1+c~E%YB@KGz+S7^?Y8g*IrV`Z6AH0GZ-eJ+%hhB?| zjuGC^?k#_LUyuu-x;*qD-(&%pCI~)j5c^U zCr-++Q}rJ63x&gb456m-Z)X3ot^Gp8{#P-B_nFDW$P|LQ{?D%#y~=u!_e#{u|Jr+{ zZTxHVPviP)8u2}yplpB5%bQ>TahaA5FhR+7SBE?D`>rA|XmsHyyT?QCCV`|}uK|7xFh z`r(_^90dJLN@y0r{7BfM?jQL_s<)?$(f1D7KD)bB(Qc2~)_xWX(p8V~)aJ-$HvO1G zP&fbbPnz+L#rdvxh)KFA>~D)7EXcko+~K?1&p3ZI;~(}H=uhMA?Rmuap9CQ%GU|We z;YZfv#@mHk2A^SBN&gMHy|RYWL(Th7AkqE)Z+c#B>3b<~`ke_+2So_)K_!M?e^qkA za8A)J^XbO|f{=3=4W7|=g9Q8M&lIk{p5?*`HI*O4!}z84zaoNuAw>uxsOx`xUU<9& z@7t&s*l#Gh&G}hz~y$b$FMNg6*|P`GFH=&hDn9XO$;<)2O72f_bMgZDu*`7OV-(A&MM zE;87uW@YF;Bw$ZFk^fR+WEnx7{t3D4|BfY`ubAd&pS^4wg|FCNzxc^Fn)iLP`~ynm zELZZ-F1C^A^Z7n%G^J->PN-@5JCgk#XFG9VJrPqrr)^pY?l9^flIKPH^{jayjjpz5)6W@@}?1al8aK_f-(z{jT z%D8;i=8su|`(}vi(SRe`U-V-GL7o0{?h)}u3bDUYcBGcrE zUz$zR9kw}D;zVZJf3W_A{C)5K5&AE#%h;N~8c&-)8t1<|D4{b1b@k`)ca9m-(Jr3S zh7DKPSqjhe(~$X3&X4AVT6WTp69h5N$f%FA!)x}*d;f8s?kMX?;Y(aM45<1{d%a~B zeLqf6H~vM2zIo3g)@{CjszRvn9^Y$4y@DAV^%3*8-9&eYAlgYr?VBgZNr?@ICwA$w zU3ib*)a&Q$r-%A-if-9MKf(y2o@F#J{K7kyxk$!085bU54ivs^rB}iyPtE?km%i^K zsI#9$MwLyL0_pr)AqqdMoPTS=2{n};^k2wNQG@sBP)cY&L0$bvrd{|-3JI>^&}HEk z;eBE1pQ|3{eb&h4{2{;4%SQPF?wxzhlV!i z5AR*+DSe!OCDgS35D)Ew>(lsdrhnFx_j;7yIDQr8I9ck`x{m$U}-|KXS5i9R>K4s9Q~1pTCE^!%?!^hUS$>3ED%YNK3i^wb zP%J@R|F?AK*V*S0``W&Aza_@sJ|1r@O?LDY^p}Y420@+uCGM}|$E1Nx#!U0f5yQ$+ z`2IgK|6HJBYe9dRzF#4Tc9PMMf{kBGi`t#ezWK#PVLzSe5!V0G>w1FTto|{7MEe=f zPhX{cqX_Ec$G&vG1m;QJ>(MT%_j>L1-D^a5ogl^;84WJ_IFZHvn5{>^7TJ3G$w6V%C{bH2q%jMMAc=)d3hdUkji`Y+tgAb+#^Z@Y9u z&mOxX8TyZL{_>C#N+77ypAl!W9ALQy-iiI_dQH6kovqsSsKXCzoS?4$r!HJ_TbPr|+M> z)qHC-w#e6e-DU)N2bGjvXuZ(fXeG)*{O0{|i_1U1@%yqMI}V-AH~G~LYv|vSH?t-uM&|}RSefTFq-*Q-g_|W@^ZsmQ{8kMP{$LlYPxsp}PsDk9)ou>A32>`p zC+LmgNY{8@Q?0)Y)XCpTY$;^1)>+acS5hVxA z;GbptX-MQu9=E^QnZuD&d4IY2*G=>1<;g9G)h&|M?UL$tsup)8H)3$R0r`Mi0pMt_ zg|ZinIxXr``()$y6nkww;TA;Yx2gfxKE;*+CvNR2y%0T^wo841L4*K{2+a6bz18O>EK=j!d3p@ z_9G96n*%i*{Ri@pf%{l9l;sEXkRPP4=IntW#YW}%|JRn}m^1|&F^4Hu@AwJwdp*+U(&Zr-R z$0%+|Ch?lGyq~;0ir)%+R>AA3Klf1FxD4k@+7y_Q^-~XiLUvm<^TlB9MCTteTNC); zDdZdSWRwpzKkd9N$^(7@K@WLT#)VsrDE%VT{&1^D=|$HN?Wxvpb%CRNfuZ~NzI<88 z;KoIhf8&03%KFjz8_rFp47cOwr$oQmRlGarihk(N$2(nUyy{a|epeRn_cwdjX3%r+DEO=Z^`F7ruKJN;ty_` zAg{nR{idd;;W!tSE!lI$;`Sqj+q6V-W2wfkD%`#dQ1;K9g;ML%*W^GKg@*1O1p%L5(x? zAHwr0^33>#ajg#C|Ft!@db#UYxeCdH<~Gf**4u_RMz#|Ab#u`8{RQ{;5pJLs4nOao zyLBH5hyDjY+W3b0gBwYVCn@=_D&!IR*4REMk1-tkOo$J8N*TW_)u*d)vj#V6;1Be` zA)iP`?SF-Y+d=40p0^*{Ji>kqi5U)At;4D)LvzrbHw72Y9jzF?fc zV&4MkrL3QK%*vkPCX*^wsV{k-0P*4W5BaJ5x^c8aO8u4ajro!0HWc-Z{;8&i`G+?D zMShqMAV262grhu5mHD_AuWwb@QfHbEXm0CL#~tyl)%q{$L3JbetLny6p1)ze zfpE+RP=Bgh*kYtFp`YNEP1CQS2UPo?gBV{`JBAn4PjOn`c?mbHhZHxR7;h68#!sZD z(sNP%l>NI9SK`U@6U2wz0riXc=%0|Ml=X%ArZ#^vuD{jzS~$jYpFk z2C<;>jl6H%y2JXDohEa-ziU4FX|XUmTZ`3Tzsx^42ngYQ>M zEBwo?$u#*ogBh^pnBSrbP9H1shxrZ1z;yNR6Ztt(inS{nobkk3HktU^FJIIDY3mR{ zkNScc9rYCwcrDee0KOCxn@JjB-rQ_WC!wCIGW8w#Rhav{8j7yp(WE1M;~ec>2D# z7B2X=wf&%HjB4GC-m84`+2`AC6!MpJ+-vr=;k88m;I{zPFZzLuDv!ivUf%DFYpa`L zo4L}D*{77;*;Vu(=u7l_^kbPm&~hu9UAnjR+R_iv;+WByn)i0SUerm@qrc~&{E?oF z22UxPEG<~Jwfex=>#PQapRrz(pQdedn3W%9a>&J=%9vaT9fz+%%$oUrl zAnB9EER5MuB=Vw#)3;zZ{}5PDQb`J(uDQhR#j67~AMk6dD&qv|isY*2#oElCjNwB~Q0 z^|dr2Z|m|OJ?{wp)%djgqxCtRIYl?Ef5b!nm{#L^Df&^GplcKL;h2%zkLrpzP@f zmQJ;u2wOqN6u?(%-Mk`ywEy>Q z(?$w6uSWT;Ong@(s4Kr$MB@i6eB$wu7q=Z|n18j{>2;t_>5@W!R3W;m1Th}VsQ-h@ zFID}obF-nEGYW8uo@)8WayGT}=)Xq!Gt=LgKcoJQ#|+Hqx4nHCk@knH;+o&+Tb2Gy z^vW;Fk9mo_lvMuo`m5fjBq_<@W;i3c8K&r__4oDpXI5@2J>sGL@tP98|4Ki)5yX5( zMtzQT3YYSXkGAZJI>V+?_|~4+>ojG4LVjw|_YMTnPBI!XX~7#-;Ky>yh7~@=MpAf@ zicPBd-5Mb18GZL8sFUB2!$04XT(bs54?l2>^`Y=ZL7P3V4bf<2 zrH-w(=5D+5Z*k4@MP!dzLr!>u%u<`^+zIN+@85mjUFjXopTO5@TEEe9*0lZ9WJAKR zK2*#{+kX}L*P(np2;Qoe7v8BAUNMmNXyB7ZaaSJ{gE<}s0a#CKzYs3#eX z-F4)F)Qi^tm>1Wq8TLbg^V%`N`b5`&psxIpbxy>x0+)YZ^PqGj!#d^s;V%w9xNGBw zZTttjVg9JZ*B#GjNclD*2tH+0nZJ9luh8q#^cbN(t9<-CC9_vip2lhyt=f;zdmJdbbisn_S~YB-`=$Ra8m~TFWi(7eRIm! zo1kv~7g@^x5sRg38knbKQ?6;WmV2mg>? zF@K`|+mRx4AqYJwqY2A1#j=jB{%MwXyC#lVv-r%dF7&7=>JN6c&d5lE33l5~vc7ao z5pt!vsVHW1|NG|rS2;#k-L(I}O)~nW+gqpljuH6;|31WTSAx3svuuCyoP8quALJL; zWK%bOhJ>O0v7M*(|9YnUZ=&@B+Fx9gqSxNK6W=}l&42KkW=|yxU6X;GR$P-I{b?pY zIOdP~6UY3i|M#SPdlA&>-^A^ax1kH zl{fMx^8N|+|NcZbpCII1MjfgRddphU`sE9S-}N3HHu1RZCWG=HK;I`2)B)w0m${Z% zt2(+|Vu=)R;qThlO63?v`m+EZNZ*GOgr1O5zkOelq<3ZQXJuS2==|FCF!2ble*|AZ6jq(pSSr$5mW2Qfd zEepmUvHmCd89@=o64b4KBS)8c&NihDaULCXg<+lNzOdYxU$bi0Bt{b57=k+e?X$FI zv@|MW5pGMGB5wz3&MW;F0fL|U%$AC z`I{NNn$OcPN6K)7%e_Xw9;id*FUrT!_wfXE`g_AquWm>|F3rMh1M6-K5CF$dD?& z+@HQrBd7z3-I5=(%8t*Q+9iZD$j4!?q7F^tWH*hZKPM5vRDwGBbFLM;jX5-qDU)H+ z3Wjy+zD(Kt`gLx@kOR{@h^XkBL%3#q@Q@=i12%Q~2c(3rZBMC%2z+tg4-< z{Q2H&{Nu~I7li$HSWKoHx1x&LJpWR&4G#lf>TBS#{8{H8vK_*#{fKQ#N&2xQSU#vS zqA}@j7e1Z7&mgGlf03PL9bpMai(Z(}Gm^Pb_@Un`M>_ZNvYCIgYyJV0?r#LM5|ly6 z%YR<5%qLiH&&MYi)^F7_TwOZ;VH2C@?`m@4VWlbE*YsMot?SP*?Gj4wh`A%y54nFE zbz^NNx&3JVJB!ktO%U@e84X@+|4}N^apU3+wXU)96wdx!+2N6|CnwZm)_&0c(BESI zLkY|w7)TKPR7MpyjRDPSI9q%!v$7N(QGI02& R_4<8c?6B)S4(m;gnhsB6L zIhP6hpBeu>ye@92arctYpCe^AUk`$+amvoL{Pr_EpKbTODeN~R9KMuz@Sw2G^lCnl zVOc0csP3K9%j+-tTSzd7piX}MtZuR~ zf5E(J6xpBCP<*rcqi7b)zs3B;M*45gUxSnq!r|72b zXI%do-3%B1uxO6N~7{^9&dYU>aE!a8gz>lez$tp0t-{`sx`w~W%+ zMiA|6MJp9}%L)u0RIA9WC}F4b9yt8Qq^$DzMe+Y6xQZb3yo`pw>Ghjb$g{e8pEK9Q z{JVBcXt7U;+WC#;M7M&VuKpqywn}1_m;2K7tu~*PqVN$Xp1i(%p|!~0to%eKp0iT$ z;w?G8ucRNr1alxjh6B4Cko@SGKh(=2dgc$&%<})Q_BS=3aIt@Cod2yRMle6o&42AP zo_s7N&@&$n6fcXi|K5lbYFR@+))M>?0rL9CuhAXWp3dK)|8!T*-#K$cGb=yhLH>mO zm;%-jT#twvjC~$(gH1NL8JoBK^fx0zref-(pm^Y$6r(BFUf-A4z+Go|Uy#hvQaQ+uY= zto%q0_8+{~jqhgkOTT4*q6Gf`rXON(vlx}i^~dC|%1;rF@`uomBLwpzz@naiiF+}l zZ(P+V=1bpqbvRfiZIN!G{dds!FoGE8WmGvo6S(W~uZ3Jsvvw4|E_%er+j}|+`knNB z7eS-_CUmO1UDl=tg`3C+TPn@-N!w1)o7KOXY>1mXrC;#wqm?I{YWj0GecwYc13?)$ z?CBgY`TW=;Z;{8^GfxF8lsMG;ybDJ(+w%X4{eu$NOK?BIY)IH*3F!4cj@e!4-?z}N zJK~v#O+)XMs?oA6N3?zPBa|TYoQ%ef2#*)f^kDoJ_IHYJ8~>V{W264FjsDxu)E*!{ z4ieOjpY|+QEZacyXYk+Z%9gH0`V>lK`-ciQ6{(%S;h7cae_?+neh(20C#Y*buP(b! zh-Z#re|tYZZ?`AQ$_f4t6P-j5u88^n$G%?%{o$&e-#bQh#|a`I8Fjur{4M(w z^XZ2k^NtHQV-G8ptlpu$c7D&c@`r?>{XDGqRpeLiDLWhM|J!a7ZOcDa$glDI=P6<& zfuOGc^TF~tzY?1bKXj$`W0HV>*aA_ zzgatV{`f^hn{kS6DnDO$Gn-q`U!a80zB>D5Y^j+KnPuIh;x`hJNZ^puPS-|YWHiY7PdzfkxR#Z9_1C)Bk3X7(3b`Oi!l z!p#Wszd}E*6V$Cgyk@U`%Mu=xdD^_uO<_N5HDFr#VL|fw6^ehA;5CA}^`resi@g7+ z{DuCX)!+ZM{zs9UX{9l^ryzG0QX+i$R^Pka_?`?v* z`NxLLVPKVtr&o_{RHDY~irBHn);f5E?T{cI-xJ!tvBcngg2ws3^Nbyp zDi7N)o;e!OVCANXFWU?Gze{xS1a;%D#VOBy$>G(Il6}*zWQ{3&$)_Hjs3!6fnHFr`KNaLmu*qR@C3yTg_q#}0eyc+ z5OOY~AywELmg^hOEJOd8m7kIo_v|c+o5tcC-_7XZCKd8)l%GeG&{KlC{u>zcHc_&_ z+vR7E4(rAFvtQef_%(jLHvT;(x+es&PM6WhwmToPUi-J?9}*fV^l$p^&61CL77_Ai z#=n|uNEpT?Tq~#SO#82yn^9ZyFGU$nm=rg0SN6sn`CG3Mf6cqrGtIkJq&#+hGI-ZI zH+S}e0wI%mXL&lhr~52^@%J%F1&{XR=jCmw(!-|meVx}Fin-U750PJ{jaJc+}4J70tZn%YjXL9zAu?;ULvZ;vem9-?>`YRu0n$0}UN8$(**EkmuJM#7s0 zwlUP>WL5bY#rs2L!|i!^J88T;v?L6O$Oo)^8vh_rL6BF9NsmMAIbxM zaePn3ArE$iouP%?0CRHqi1Z36{kw~3KW}RTm1r;Y zgId4vM)8g%E8a}n8p7eNEP)lYrq>PO@a9)Z=o6JcO+TefAKq~6ILf1jI|=?!KFGTo zp3G9lhj)oQJb;b~sqx`G59QJ17xJ#A2l{sm{Q>E#@(XV$khf%pVGZFa^V9St^exiE zc3jHxAb*WNqx>AXbgOjfiDP&XxxOnL?#I<*HAA_xyuD}V)SEk>o4)Fe`(SP@en~rT zzDDuB;>WjH2ZX@J-0|ww;L`KGh4(S=kN$4#ZzvD=R`~&cXn)On6!=B^f=;cU0^I5J zkyUdqYu@Or!{Owgy*TRU_DSnKc~^mh9`b`}Aml+DE24;ye}sb{qyrq`+Z27!TX;L_ z^0VwNZ&WwZH%>hEz^<~derO}~54_7j{-AGwi(@L3p*VIz_)Z${(Edh#Fik=IiDMf? zpHg0P@dDNiGuPwr4ydMw_K}bI|J}4#$BlKx_=52h;|0b8)JIBr%*7EO^#}c{#+Q$w zDd}ta*-Ty#j{cRhJevGN9*}R!`qIibl8%*iRgNWg+9)j`b8}-yzOwR&q~6(p^;zIC&~wUH9zP(^q&NV{_$M#j^`%4m*!Bs;Z-O3 zv*YV&{DQn0x78p|2>&{+c`sAL;cdu{k5i_}9r$TwKIYD|D*3k){c)N+e2!g${*a3s zw{_q>74nPrMmu8sOBs&&o;^oA)F0##-&67n{hCeC8OsZAiKt)Dr%cZ{pZa%tMtTo2 zM}t4B`035l#&F~Zc>un7%esB7Di5IfF6W~aZ*o1k>aB_MzpZ9l-{$JFOZL9xp5S*g zsA_ZmK#}LF9Lrjjzq0%V=~KvC0(o0ReXHe%{Gq)Y3;8md8R0!wrPul=aHCld;|apQ zufDbZtqt<`b z_{j|86Y@d(05^KCHJSyC{LE9leKr;OV?KxcP~S)&^a#gzg7E+3JuBEFd!hdm-m{wg znC2_)v*fR;|E%!Z77Oe+u!9=yZ(|DQigJAy!<@*l=6GlLiMcD5iu(t!%Z#R))$PB8 zuit%ySz0_iTBlVE`;82Mz2pO6KjvM;)6l{kc0nJa*V*rQ{@t%w(mS@ZFtZQ3(qu-CzErL+Hg)ho19 zYQ5)P(+^)_#4{%wBVu!|E!dqSo1f?h_9tLxls|`*^nAsl%b#7ecE~C5O#Hrw4ND)o z)l!sSSwPB>v2Ud-e`K25r=-YqKNsKUxmG-L5O%9d8OK7}{+Dg`D~qK7@dP`TOkW(ciS+VP6U7PS77@{*-4PLxRTrS<-hcgZ*{R#*t}eb)kVwj$~W;L);vw z!13EwmTO(FE+^Cic|pHJd&=S5<%hSzevN&(!Kt)gWB(83GM+!MjsI{r@CU;K_y=E* z8=d_5kB}Zq4iDA+uhK-YN!q>PzGHI^df0m*_vjCDIRD)2iFADYr2Pvz#)$i~O;25G zwBuqWA-~vfLB2>wrguoXcTL!T(a-J3{)_z0%KyKy|7+(LjRPI@9rQNpQ|2!sX7EFX z^OunS)SkcmulsMPC+K-hAn_gNEwJy7_K?FJG8}u#K4%|s*3QuhR=q^~6{YVb2|}M)(coFnq{PY(o5svp zBm9pO4A2l9VpeVf|pI2<`l6mX22&U-;kc-#Jmf zB?#*DuS08@|0UyUdb#X5DEwdiJ!fj`_A6aEMK^7~^K||g?Uy@oW#$&KKif=?d>~iY zD8Tnp^aJ`8BQ1A0Y0|G_!ZHRJ#5`a7$jFHZ?oAc%RGj4Jzw{rS^I-h;IB$LY_E zC^gtIwa-k3hap|#vk%UcZ$*MS`S*D=`V{k~^SAh}p5HFQDY|L>|F85v=IJn$A^%GB zqcTCv17tL@{kUXl*x)n%)n{C0)hN99@ZCNxk=~q8Q~nVT{RazPe6K=3+z6td$f$kR z)5+{yyO=SbuODOJFL&UCbM1F{3H?=-=xP!~J$o%~CjpW1miW04d4!uzL*Z))x8s~SMK`Vg2P?C7e)RB~xIec%?!dLfu6b;x zSMv#V!#YWopW-&t!~Y1{KehAMqhEbyQ0xD-s3JNM)U|)?qfyDMGWj2APvLjB-p)Cx zsCNGcJ2%jeI{g*0c4{13{doC-%~@|TZ=ydPxxDbR$=dxNPT%Vi)QvxZw?5sI{La04 z@%xS2401mH@Zg5;hH3`j+C=A05dBm}0~2cvVi(P4kETM!7a-4ojXjQENZj z`j5qedbRHFt@3dZ`PU;xnh=DX%4l%wEw9hkCFFT9dk_NhKDpu%b4KY5Y= zs_n^RYjcWjT7Q`TrtCktZKn64XO^)}4x(q4k$+?Q;YkqfB%^^(-kxA5>HH?_6F9$V ztN!aj<1h58oihHGGNpIrFlSW!*>pqJVZy$(2> zE*>R0U##vjs>XG({#hToZBK=9bvWX+pdT#>>hibTE&fufn%rcLYup`i{%YOGgT0DJ z7Zdch)*ti_4BW`S75!-a@B9;UyuK@`pRfGS&d(b4pRN3(Ul=z|+7jO#2tv+eble@^ zyDS~~AF-$K@rwTu?fzRk`i}7_C*d-Pt$gUQ6zCi}e|6$EG5(L)*RQqvc~_2TX8eEC ze;XxWMvr{Ze~tRrj6RaqPpCiPzblpbWBsjeC^&KO)tP>DAqc%>Ma$NnDlOTp_J54) zrK$f@bW{C<@eA^+j$fMoF)Kgv!Mwz%Ke|$c5ds?RC9Y5O4_+Rtb|=}i&(5`>(~s51W_MbF%0 zUUZ{b$zc;ZY5wPZiLMVptP^EaS%0dZ!-fA$Y^Xv`ZIvILUBF_|J%3{>J?0N;|H;LP zT}wau(Vt*G1jza)HvVsl`%gywJ&+O_L{O(c!<|<= zV?hT0)9U&ow~&9^^4IPU8s*0}dd>f+TK{$&fe!+&?th~Cy~)amtJS2E95@`<%0b_wfv+0jP?(+`Zqg&K8E-{OHijj!_&ymtPdN# zvctT$F>F0C?2>+}ceKYeAwOe@?j%8s(=r;eboqNW(>>Rs#LY3R9nrsgY`;Iqak8Kv zM|4{WqMc+ka!lWcEMnH89fMM4UoZSm%&6b_=FxVwIYl?EKkWZt{_&mrKVtrX3lGSDCjFRC&?vu7Mf>L}xZx^; zoy=pw+Yjz9wEMHOh;A-Hw6lyV`ukno%?BorJu2+4Z^zwRkeErk|2muK<`Bd-`qaX^RQ^Yl9&6WtCHAiawl=FZVukJUhxG&W|7Y@ljQq{yUyT1JQ+<)H!NOq$@J)c!PPf}|A_Lfyn-9fsl+L|Y5l{04911(2LCZZl+f=4 zb@k^IwCtF)wA2r+dGH<4e{0V!aeYR=5;o@#K2d+h{cGFmPn&Zz+BsI7f^vjcH(G2>%Y1M6Ss}vg`=$8=P9|U#duTT0MNm8-;?;P9ya!uTS3!B$t z%kV$i2>R6WkAv})on;KD$?oWa_ z2+F`e@A4SN*By*Gk>`*&Kjbm$dd`{^Y(GE5J#yvAQDueLe?4eDe{{7WM>b~VhyP^Q z_5Lu}zgJK~D+%i6|CV%DUQ6L^Clm@Vc1GB*!&=s!x5cX(T@!TA?Grx_z!$e=V!bry!Z35j$_+s`wy$>`#OR~{eP!U{Qaw=W5oVfll<|s ze!i-me_BIyYYFPw-=|Q)i!AJB`v-OZz9G(^-L{*yc{$VUk7n(+;O+Q3mkY*-_t)5) z0~^Xrt;H!jQ~mR4`DyPhSHgw=sHu6HZOige(_iZ;p}&xz27@=PxzDz}Iq$u-{bixQ zCv=$}_2Eioj%a55BOb=Z)UIFQ{}1z*%USv*4U8!+^4~}qY$1qwij0PTtp1d3sS);D zU+0_5fx<@~$-Xb)hPHpPiN0?psB6E(1y_@#{%3j2Q7z2m*o`QwEYnedMUNz?`-m42Ki5| z|1#tcdR!R7ciZ~!6*uT_qy1Y3vEd?q}C&?|=Tj@0b3$tNCz>ZgcxXFR6wY)dhVxC3Kh|NV@AK6{J)`Jwj}>=#I9-mnfY%#NeP`M2tH*rDDA*SQsR;`g+^{X zAl6T+|J!PuqFW;A$0>rk`FBKL*E2;F`1Q#oDyF0&{|O>BD%{2b^60K|MOUB>)aiWI>+1; z_s2#Kap>ha+KE$i)AD2ff$|&A4{R%cXgK8GsK0Hb_rSc+xc_fPUzYBVVf--OUy7lM zxK22Bc^bZK?^k3-9=p$0DB?Bb8RWWQ9g=b!Wf5)fxft*mw zE&6enAml_wqu!nRhxvwfk6rxasPLb^EOK$uo)Mb;(`}-QBdF6Kmg~im*akYkEkWV8 z78Kr7bG5dAY1aNKS%i2$L@}^!uJ!+TO7{*y=y@4c-`^$wO&Gt9Jg${(hEq;af41en zPn_SSw*Bv#+@HEfeBURi)8Fy&Ay?U-hWAgtcm9rcHO{}y%8&UI`oD4i{2}q3hUC|g za2Z4$j*}f@oSS;#!|42{=l=mNRm%Es?jPrHoO#x9yTQ+aKTHC*QOyA!T)aehWa=~wy z%e>B6cE?>4G+rBLGd)Z>O_nAx3YhpSj%R5OP?YR-AeBi`zN7|YOfEuQCrZzBu3s4L_N!BlxKq@ z4Clwt%j*799YOz!=w1`VKC6r>_a{;R_>TQo>Tagx&$B)7rw1`R#r?rF8z(z$b=Kw| zX6=Xf|1kdI{sysYNv0of31&fn46W~{M$-KWe9xME?@`6g6@>ho<^O@+pUz0>W=iGz z(?8SupWt7--$d!XC-{M29)dDZ&YugA{UzovJ_i4zX8fzkY40zp^Pij?*_hG)P2&gp zpK<f-&we|OBqW?lr zM;|hG(i5pG-Cx1{YgviOU3Z-?!;!5S|B!$1uZ};(Y^G19`a}DFSN+M%qF)=&|I$*u zr6Z`*-%j1WY++5a^zs?DOY>hF`JmV3l?%(*EdQt{%xl!~yNJ!@hyTcw^_N4?|3G}( z5&Q`m%KB^4--#^vTGL`{Z*3CyU)^hV8tAa9daC(H|5Y92R2BJ~wLkPH<^{&{pKthY zlzlvC4jcpJL1ooeyH)3s8vMZv$P4;52^08D#X-two>RsbR2#^5 zh4y?IzIi0SNAG0+=GSLJ-G;;XVZ|X}N8VL&5H*PVST|&4hiMzG1-y9c)0x**9KiVU zGr!$@v$J?hKFXS3&XybwZ$hko9}cu2hePiea8x_&`>{^NeI=va^KM!PtNRhj%xD*% zJ%z&{I4IE^mKp8PBi846^?RrKycE4l2!7S{oymda&%yzT${!rEXb#X&4us>p2DqA@ zooIjTXU`$O)+q0fdz=G`mGvZtIF6#eP~J<5L!4T|VGZ;e?zbbql(@afH$kxj>nc?mYYP9RbKChY{9M+-z?6|s*S55G1 zw2M^BuQ_x=eW>ZdA(%D}4P2CQ?9)G+lEW!YKchVm4t}b)-|P?<*+k@@zF^ZO(P@Dv zGoziI>VUB<#n&7*p}vg!0xG{KuTg&OI2_u%CWnL%$gWRuXec`%#66StibJr*!a-L` zhk$8?JRrZ{$zdRH)EC+f_wSuOK3$6GUPE=@xT%(KAgR_D7x}3U&KSwB=5Pt^(NW>g zgBu+zVV@TDgZRKz`70sn^WW=F>z}H_x*}ZmCtG{uI4^RjScEGMF6DO=;cyoH1?2^< z=ATE@7vvrB(Eos|@$JcB7#z?hFlGHNzu%CuJh?==s9&Uy@*-UocP59fTKQ9^C%>z% zIHW5s(p4Rn)#DD<1U@w8eH&(KFx0IcSNW+={izi9RP=X!p|9^N4z}cXmdU}LDj#)3 zdx9_Ui*S6$eRJRn)ZHIf%acnuxP-n$eBekQ-%-CRJ@k{N-w+SsDm@%v+6nnYyp;84 z$8k>>;a}bRHPkQY!7u2bKM=0+lgt_xk9J)7YADYuf5<(52=D(n>Zcx!0{L=TK##s1 z%-2?4J84aYKpw5w8xG3+qbVs#q7TJj*p zfn9Zu_EQ~ZLH{@lc~|*?gV7=!eB+!D{TckjVIdrLL0%DVWj8z-4w>PA*iod5`-3B$ zFEm>DPjlfwa1re*tNi352YhhImdr4op#GrWz^|IWix@8x$oVZM;$SMOkt%*n;FgyKq-@V!o%Ar!F^^XQ<-vvL%PU0l#Ye$_9PqCiE5RPpvPE zN6vzO@QZNB584^$|Bx?ySL3^g`a%Cm8Lo{-gJ`~?rdN^1KkZx_`Ul~vLp{j1tB@C@ z4~KYYkCgm>9sg7chv9Y{4!|Kl7=MvI#z%y!>3=;x!TKg;xHi72^xAw5=>w|rQ;{Dh zhl8l^K*b?sE2`gI+^YUAAL$y;t>B?H)-bq%6KlH z4YOnw&nYj z^3>vEmGx&^K7q!k^VR_)cUv)^c|{JJ!9Vyxd!)p*@}!i1I4sX2=69%X>-1)B&e~Kz zWof?eA?hooen?;`$2aH;JC6PheF6Q1_D6o;H>E!Ndi{a;phx*3Unw2RItzWK#s~hj z!%vZ(GCpbhMi>vlpW5CTjma@NV^7Nk^Y@WGzx5@tr2b+zK{)>Oj zMn}oLrmN;&)0^rwH|kg3UW)SHDEWP?zbX4?**uB%=d!;D>ss&NVs25U-Oe1_J~$S` zHlm!2>&MM+q=2;J>J3VFgE>&dlk2B%>~~~3M>g2@a-aE4&l_xm`Y$+moT;s3%PKkd0aU z1@;_}`#@-%c;0u?4{qTH7iin7;1|aqy6y3LIrra}HvY%!9pDr72X%+Q)?5`{y^C-3M$u#%1>M&K!X8xO+nD?T;HJ}Os zE~9*Lt0Y#b^2L5nVy?4T>hOi`?%6k{?NlNE&?r95r+6fFsdtBGC`~G0%sM zk0uLx#AiegJs_jO^V7d)i6^C%Q3+RB1)^`T`E?VYhT{c&UZN{SPzMt3ZcUV?SBU&A zzxP#En&{`vuQn#_KS3PvaBNzbK0uyi)P8=(Xy#bsR-LlHMlyE_Z*SM>CRK0 zcdsMLUy$f@*W&1lC8A^X*HYwS^?D=Z^mOl+aqDVo*W1nH->-W6tL69xaXqw!{pm#q zWUC=$Vn&}Ux^P_LjcA5)8J~wWqd#wQy~T_kd}4euZkH9I2qg)kpUbFnJ;}dqn_#EE zt_uCpx?LZSBIULED@t_E1aEzl=28ghYXKELw5r zb^c|-Jn{OThlx{;YR~)rLUgVKb@JyJ-8_kfxVKr9?e7I_9EJZpVbH^^9W?r~^t~KG zjAJqyF+-kzSt_3Fx^m}q){DXi$M5d^PtQJ_P}A!nQRLnT^OMxNH?q_llD>8IAl9BT z9NQ})N2R6#BLDLAy#hhVxr~Ocz4(9yc2BywFloDRFOzv@_^wHHH2rBNe`>N39;jF4 zI76PdQ+B51uR!Jjm}jTa&+mrRA+dZ%vzh zlLb=vz{mY^&P(pb3AI$FA5{rrJe5(W^cfS`8oJ(!ar)l!5`Vp}&xQO}Av%nYm`BT> zQ@FRqxTW&C+I;?Cx4Fj(tVKr zNtVK#@5c)BH2-wrd8kA5?f>=+=$>_2lNN_JSTiY7s-2=g4SK z-LWs(;s>gGdWl1{W%BW&qVy*d5ZLr~X#A+J`xWxY@McWYZChSjD5w5|L&U*UaIMEkWMx)}s@ z^SAhBZP!Sn<8G#1QR5mbNc2~?j$R_2p3Et_r6v97OHem|3mtysj^u2gqvem?ZnGo` zZ&>p813BY|azZUW^rJgLo&Jcr)%OLy=$Uasf3)u2pzqO~+V${OMCV5kIUL^ZdQuntKGyOFIxf*4Z-ZeXidJDbcz1k=Iiq#QJ|(mCp}zcJksB z-Bf>>?LT#-ggPNX9rW69LyAw=Yt`z3JH+!Id)nN4p6i|`M>MngUurPV^hu?8Ch~z? zbQsmX&V$l5ZO&h%*PaK$aV662LO;6Vg9erTk2U1p8ttOGx30?(&8++|Z-@Sh%`|84 zZ*2++`fikvKSAt=$*A}3j}s*Iv$lS~@fbxnZGXgr{{3G4iS?IC&pFcVK|gvD)bsB> z`2m}rwtk26f5Zy&hG6USO1azxy;=PsAI#s3$6x^zp$|c${#r-t53DQRkICEh>5^ZB z{>HkrH__|nkKFBLvZ#NI3pgeOU$*j(`v1Q5gLb_e*Su`aAM+>3pK<=wj}n?d5dBO> zmGxWT<*TQT?7q%cP@DiAKYbrg&{+TZ_>q|C+!xto3V$tMV_ojtUCfh34{Rb)HW0-wK=iOrcIW_aZvHd&yaf)sc>r#BspktKR6RF+0ay_Ca$BFr4 z<&U3#bMP)I=*`*>*Za|a-?#szxd&C{H@nDxF!4KtpsxH*=gPigLBn!3{cGL=2KnAp zy=&havU`#=6yJ=0ie|z5AW6AK-ht!$Q2H^9AoQG!&U=4MVu#))MW#)6MU210Z&X~G z=$${6`A3NLld=3}{KGvC>fd<1egyG7o}jM&LQfY-VD+z8&VOEZQ-yhz^>vR!1!@ca zM-tswg1Y&e>xcESd;U3N-Lf9JCEWWpa_wE9)f3G<%P687Loho*8Mt?Kd&r>wf28l~ z{;Q^cex>iD38p6~gZO@x?lYL@LjS4eK_vwLX7xA4V4jKnUu0uOk9es6?;Ag2zWF@W zILaW1psxO+a*cS&@{oHjl>Z>P=Sr>oWBr0_ASjnv`OVy`n9-~G#C-Go@i$^*Izip| z>F6Kuj;)z^FYBWVF${Xyx2;>h5?Skt_Mb>}(+FapOGXv_y`f{1GZPAG=MQ%OlsKB> zp?3Z-iRh*f#5gCTQySjA!<^{+8hSxJzpf?nhhG1k=+Vz))HQES`TU;Fk1&78TDA6- zil4RqV_W@2gk$}N>pzs8>HNo;%Vj(v#06?B76s zQoDckU&oKL|M7XT=k&Y}^vd$@dfw-z=)cDG`=3;AD+xkQWmJ(r$NQU`|5fTFD?=T2 zK&3&y_S!vM$j?loTS~AHK^cT>PKsqy>KAKQb0#}ql266GT`wO$FU-SZ$1Kcu zsjW8t&L+AA1R-ZKs+|AXg{aRfRi*IPC1v~SQrh|L9Qr<=psxQ!jL7|wEuXZz@bYPw zgnQw*^^2;7Jl5R1%_X{d1aMW;1T1F!3IB>ASmSQOw!xJ{-|((|_9jnYw2ZvMlcw~b@*J-3ZMQGOw7L*e~CrTcjP&yJi>%X0dG^?^=)y-yT<&tjhb5_a^D zz2f{kce=38Yig(d{tD)GFq=UBX7v~UKRW+Mf!B|2b>Kmb)<7+*h>`6C!KaLdj6L*{ zMU<%+x+23ZR*J%RZFc_BZ&+iYe^%4?P=Y$(y*Wb?t2{n!)W@b*SP=>cIzHTEYhG>q zUPIsiBB*OWzYn*sv#znbOZ5Box|l!o4Vmb2@`<*8vXE#`Ev>6k!8F%Df3=)R!o8?*|7izR#7=_fCo&q}IpT~InYe5CTDzOVy~W`39Vd<3@5(8&DJn_dbn^8Gq0KRgC^IjaEfj!fB&2QYq4ab z3}M!U{3ZGkK@f5#qw(3@XR)$QF9-*7L{=&0sh z!c|^7w`ud+Mla`S{Hkm=(9mZpzoK|27|3tP);(RaOynmOYcsMol&!_<)t;DTeUnnc z`VeYYRiChqFTxKg) ztibUe%7gYS@Jtq9ht`xI+8fqxxwz_GrIqkzpn7Y_FRXQqW)t8C@(w(g^+W9*qWte< zf!NTcyTH}>xkNc}oyW*8$_IHtIP#03`b4<#T8qlBo9M5QFT@9qd;k${yynp+f1z#e zgC_9HiZx>|etXW2a(mm4=TS0VIJ`TrR;u%r{-=8L0agJ`_Tz1oW9Ft@ZI71xlj2RF z4p*$9W$R6K8`(>(2U*_1kJ?^k1g@4hnSnoCAK+wt34I3~^@H{ReFpM216&P<_mpI2 zJQhcOIPO;C+jFbB?o&zg4uSeYe8?YgW4MZQA^(t1wfsdm=wR)MaO1Hl%7^&SKfu-S z1fkCsH?p5Nv}QN1dM9YYUywH(wLezlJIT9|T0gQ`8+pS3|40wG%5QeT@1-Z{N_PFw zQCNo?kI9f8>fcC@^brpIpw_pWsIQdmkwr$kL?RhmnSi8bIlBTb~56Yva5AOn)U%(p( z@U$HH9G|`W^_~_(sejhy&M}KaW?2UFGuHkszy6&ewrlryJ$mwfN`H3c2X>ZuS+qbq zs$W;WL$TIwB=CjG_|u5=XG!kYwPL+3p$*CVMNvb4w&R(}ni}$r@~ZU-Zzq~HwsG6g zxDBY%YukFpZMu1z*Y0gqNs~`_6M?)Lx5ZGu2*>z>`cu8_cyf%#r;~HLeBR51{8gb> z6xH@|`l>$}$8VG$?TLI+)`#Ye0R02;frDS;HifbOAwR@7@?*>&@{I2o4^?_tXKVGJ zQXZW-=+yc$%0n`XCU0L#Jb655sLY?MQGGg!`Ao|C(DF;!UUnSykMbGIYg|U9^oCYh zc#i?!Da%vYP@alk$@hP<4zJo|UV;A`*5RN2%{u&(Y8}qyK^wb~*k#Cr`n0IGBZrW6 zcpF-tD&|%d+lIZg4=&jZfm4nm2KD*{N8%)O&Io|Bcdw|Uqy9+qAC_;2t1zOR( z%aWyyZ#&lY{cw{dQbx0$q*;9Dcrd5v7R1j?A95o=e*7)DSdz5oeEEH4{)rQ}!#8D@ zUtb>BNzh~01FK>{IT`=mS9eOIvu5!+GUtM@PFwB2a>%6-bp*ZH?grSw?&L$os#_CJ z?4}`H$G@fWqc>9gt#Y-e&-4GhI~F;U&;PjO zsIacNzNXK_D-(*?T>gK*-J+dtWugkg>9=lo>s`*^NM_ufQXl`ceRs<2cDrru7b;GN zRW+rlHJthvq;lx^kIA*}jC9%SL9*+|8^Su)*RQ(YtzFvb6mBzQCwg7`IsH8JndI_1 zEadjRI97nd57eIX%ju4q{9!i~yHAiOIXZWUdLiYZ+YR^*>wHSi=G`6iQ%nbJrAPgv zpYB<9zd?p2#X0D4nt<}5KICxabbWKTo|%VdiWU9u#G@;N7TnaF-(oj4KP3o#B%{jd z^qPksuhdwk-EOK=$+ImVR8i<3>?T6*p&wb38<2So%QJrbx@UK;3+KCTU7h!a6)P*~ zaT}QE_&sk~*Y_i9KP-7!j2{o%B#!;@R_dJ}qhF}y*ZQv+|LFgaU*qn6QR3T= zpsxOcrte!NrHzYQ@FMq3wwe-LLbOzNK4;Dmc4xXL*eq{**7UXQ-g&kZzpKCbDZgWIfBqf zGV0{G;%}+Kz&Y(4vcxf*UKeX}J*;0`KTgptCFq9>L0$Qyiu-<$b|qb@>$dQcI9=b8 zFY@MF_lAPrtp1S?>fhM^N>T*e{?O$g+P&B%p})Xi<7-VXWWP{f)L$v0FHI2oTt>Oe zln-q5a`o{_$meg$J)C4!hw$f)1utXHL=GWm|q>3^Cb{VAW`y?2Q6YkLTd?DjxE<4~{mM)QTY7SeZd!ks|6%;X>7=dn9s0WdlWy-xVI3Iz zZp88OuWN|>-6)~T1aJ-&na;c3Y& z@zcd7oRTvw|0rrdj9*6YI_{KERf4+q3k;q8UJ9w*@cjkv5LTbU>(6X8qeXNpPN-@A z4-K~~m!(pE)qFz3y(mMcJC9eKXzC;KuTJ0b0ppDPIcU$`M5*D_%uU-(xy~S8d8TgN zu;P9jM7MYleGP&-{S{I4hgVVp@sIVDdOOrb(3`a%=3l6Pv+t+Y}Fqsz4rK(y3LWDz7&-p)NsP|8-pX$7QKg_AE7jKY3X^ zUVrqLYv+EyvK~h?Tg$IY*J6>kuWY5SboP~9(CAZQ{uJn3JKf10 zm29T>C+}paSL5k+Jz}IGLBx~M&3le4lAeqXi>w!UTimXy+RWj2z~P!AfAs4HM6WAn z@an98vmJE13F8lLH>FnoAV0=!NVED6A^nBdkfj-L|C zx={GD8c~bJAJ(kHn$h=m1hEewqfw{3eqhxyt?m4>=yleL!o6-!XqDzdH_`vR={v%8 z@{>6I_jhb#@|%Dr>0($*is$!s{hw7^YV^(NdkccP`VTBt_Jg#vhm-fq4ABhwb#qs@ ztGAwZ<`ms@{6IX^i&1{Smk&kM$!}EnvA0sfj_9g0gD$XY6#i)LxcW_Bcj8Fbto;!W z@`r6^d^e+C8v1kT%VW=p{hKpGqq5eYrRCq65^76OH~(_%QtFg6ovf>JQ8=utkbfKc z;Y(0Aen)ir5-x>L_8#8s#W~@fDgB0g6ZYM8=Abv@AMqd;>ij>K&GdM@3HsyvZl{KZ zV}I6oZNN7Elf?d;QGPm50Xq}a*Z-iEx1=3?CTzX7KTdeZ?D64>S9+InqWm3+t`otW z1ZCjV(;h9FU!_ASw!?dGyd!U$J_ase?WeX^AEH9Q5>vajJLy} zmxfV9-Tc?DJ^#quXLau%)@~Q;K?6qD8uuOMZU0r2zbnyoBZzsr6)m^&qvUk#Q1`S8 zx3expKW^p8--p!wl~Z(6{m~-!M5A&uZV2z5j}jvrwYS&iKmL?ZKY}{`BU*lWDusSJ z((9mGDCs31+$gyCk!Bs!gXnq@ z)RjND^4lcVH+saqzw8e)$k)b6CmYY2*HP48PofJTSb(4mLY$@NETPQ#_YIEhV$jnr zzfPR^ETi^#uvz=t_lPXMe%pRli_$&zaK-AS>3le{F{4L3=q2MLH@zuBAA&ml9kDC( zD+cQ<^#5eVIw-ZbyFeKm#lu>Pc31eC_Hj*;W>T128;F|K;H)u)X9%`wLA$@MEy58oE_$}1PY(`_Jil5 zxPhF|udKs$^dXBZkEM|PJr_5)y^VPh!7T3%yXt?`9)C8gzn}?$%il+Yh{vNt;+wjk zs?kd1Z$=+!GXFE9SJ@5?Uqk#qK5?@2pN9iP{zK^dP=b&X8FhO2>sx8x^EbD`x*rnf z2QHU-rFCmkS1q5~SA5%+;l3XSR_qXeJOL%9T({kUZGw1toif;LpeoQ5()4w5YmK|YrkKDR- z=5-vyKEc`OW_O#7Z7t|W6W#9wG0&0Fkjq+V&te)ON0FSOAD zS5DC_*p~~U4;bfVRPhexK>7#z>+p9yp8V~{U(MwA->nnVaAMaofqwi(P$$2MyV~B9 z)X&Gn`ICD7?aV2<>G+R$sF&2vUqO#{G15<>2$Kn7oRiVO{iBm5r-CjYJ4lfXay@qU zm%WXrmf;lLX8tjL;JT5m^sw#*|Hk?E6iVn1f>`IusN;U$yR1IVpD->wROU~%&tEsv z{sHpG{(-Ihn>`*mjS`wmP`7{QeX!j&X7RXq*mB?&D@x%F%ZEH|=For>YMD+y<`67| z0J;Aw*41m{W2TL|Caf!--S9l{QX{>Vh%M>u^c@$g|e zLH{RxpGi=szk>IEyezy^Lw@Ef-l>aoif$@D|33fM`d=_5G>f2)|A?VkPBHa!ga`CT zYUK}nqW|GK8@`+A55!9;|Bf8r&FH`RIs+wOMnCKzvO8@)TuqjcsI)UE%#JLP%9 zBIcA{RWNd&m_PhA`BVPsd*#;|Y|NjcS$?7)coY=h&G^UpHR|7Z{=bkC`ir2h{{&7P zdW?;*EI)o{^mVcSU!r%g!rMBe!n(r zhi^M3tb?2H@DA%WxVgxGDG@9qsB1qu8V*h*c(v?s0K5NJk&8+c+3ov!!3LgbQAueDm)U`ma>FZJ+K|XQKYh@(-*qA^QEajbi^~-uP={lQPxdl%1*m zGSmO7DWNq4wfRGQmrEg0(lEp0)yDfnX8fC3_pPOT*AX<1pOp;WS*v-xjLy}mkj?d{ zCac|FG0s2C`2Y9&bDI7)qyP8w!`z&TYubKFyrA?opnr_}ryD7uy#yhrG8+HVM}DNY z_~13O?}GQ<7uZE^lI zykg#b?hUp6vz6j+BZzTEMiuYko5?#Q`Xygc>(ur0TK_d`KX}(cx<>CFp_K1-f;tcq zbMmdE;`=c&s+ z_HX}Y6KVe)^S2*Tx&IFR1OAQYU$&KB^A7NR<&P28*)R)0{qLtA$pkh1Yw^yzHIYq; z^xbg9>k7M1;q?+S6f2)RQuN<2`u>!luK!z#9DgN`|K~dnDSehjP zeY$S)@!_X3Jvl|U9Hbv7zNYtfPWxCoQghn4`%Pn*Glko&@vL*Moo1bXh`t{usGC2< zSIGK~MIFza|H80n;azsjkD1?Zn4z72QwOy~d`)jT*Zi_HLaKEsOM~;QAcdFQ{H5u9 z{|1~;+w`{_ISUb}=6O{G{bBlkjNs1%WuTnjcPd_b@%Hi8#p^cvmWu0@Zs#A zHbyvcV%O&S!@M@N`K$SS+q>9FVkDBFJs7iCoL06=Weo2Tlt6lz`T>#wM5g8 z>jbgRl~He}U!Ssk$-YJ3ipl<#XUw7q87BV5pKJwFgR+hpSl$qNsh z^-ZQR7YaX7v|PVC7dvo5P2~^k7u3IT{bE*s$OrSU9o7j6wYH#)zj9+b9Z0)U0V*jji%}xUy zR;70TH$r%)gZlu=&b0rGru}Qkk8%GxkrGP!nt#XYU0z9bD|>hbR=6qV@1Z+-$2RpW z&uz^g@zAe~_lI6mgja~DLB%^g>~FCyd^J94`PHJ%9MNoRe{KGxw!fXAe@zL!AqYJy zqcIgaKW4k=bzk(W5knk$d5(4x$7;BVZ|uC_uGose)6f8O8z6l3lM!!z5|VaV4M?bc~3w7A&7ORjJh6XFId_OeS81B z^R}>G+&K7N$!b2D{n!Vh`$#Y^K^Z9aoBe739P*>?pBLkZW?TJRENIv7yZ`?E`>!gW zTKgHtf2$jTdCO|5)47190aXI3HL}R&^&Y>^Z86tHc2V|8b5j<|~(gy*&T9n0HHxIIwaka>!Fgk8C+ zU-R(JRzFd7jBa}11_Ew7;06kAE9}1E#sO}k;P%5_Uxq%0?9n5_j zWXUqLOdsAuZqM!&2XXtzV?F*n?azzI;pH-P=Zl%_XDO%)e`EDqbI_MR*t+7E)^+QU z+Y@b`fc)=JIO-E_QV{-3aXVDYP@j+w+07HVslz%%tuM`ujj=r8iZ^Lrp2eC$?baOi z;XYShh(B({;l@jKdsO2a@@LN#J#hnWsIv1+*7QC!7H-ozDDn1S8nZrRs2xGAYC z(oy75=Y|VzfFQ4EKXrU|;i`V9z|mf6IQl~tk#5TJBr~|NQrp*6v?@6p|8RJhCNA1Q>Tp*?Nd&Xw^6)+ zwZUXJd#GQu*G9#y(I-i55RUdoINC$S;YLrMH>Yqjn#_#+ zz)cqP2gW-!Jy)Txz%S_GHVQb(Z{#l}uI*!i-+!+^jOV#H^fS^o-ls9<|0B5-tYg(r z_P*49#ktbHLjM-w%D%9SV|{bd>SpbHGtr(~lzoRr2K@~AddI9@H#3*e_9a#RDhqw1 zxS88lgK)V0^AI@71Nk<#C&E!a=pWRl8V>!2`a=7{EuF?M=zdc4cU9Fbp3EQSZ;BgL z883R}N=T_$7069oMS-jHy^>TP6@>l(e`rtWbL6Lnzhl6m&w&G?{J>FO&_lliNBtna zpf|i`JhS7v330Kl_JZ+$VWtK{-Rg1We7yJ&a&uaXyUOF!i2{T81ag~OUfK8T zM)FXW=C^gJ{6%;rWj<4f?^fLIr>0kgf3{BW zWVf?OKSa@|4MhKeJRyB${v@B{0Ec{l4`Y0_{-{{jo=k>BPgFusQVulVaB36 z#t1roWG>4S)8xq5cX7-uy;^Z;i%hLHFz*tMYQ*+*E&7lH0rEA3byMP5?@7bf{&^&p z<)DZj*@jAmgJ+0sFl-NDn~AcqrV?_q)JMr7q}-vU)ouwhK&dMExP%;zX}2ztgtEiR{?+%DK9wiDTJ_ ze(v;-(O(iZGf-^r79)D#GRik(d(X=3TArB3>n4k*aG!uIeM@Ax1`6!z_?UE{{F6WR^^QH~yX()Ap>f57?9 zgLAjVBd2#7++Vn?s28W?Opj59WxcZJ%;;O9|4!`N;YFXm(2=lZUk}6 zfa^ALxT1eJnbF~Rp^#!mr(NSge*+!#nU((6I=7@_!@Jjec;uM4hP$I-=9snn>xlf# z>TfDN5{vO6wU5Ml?=P6P^zgN!{VG4s*JXDWPmw>$h3j*WXPJNd5ox1Xjz^!i^mDx} zjvUmZeWnV6a6TR4;u82EqzaFeX)C!Gt=VO82a93 z_@mxiGWX<&X2w6_fq!-U$|LBDPz2})UHwJPD4s0U@0)Su!isUSIg9#NsOlf@L+bSq z^k(_zAu~RVGh~fsGG-l=PZAP4OuijAu;1o zhJBAoe?8sj8m3*t!Sx(@Dy{tK^k39x|7R>>M{v=KMMH%d)|+GA)2|+CBibMBT8Zc} z4#{Z5)-TB{@t5Y)&-?x*%&_*&@p$YP(^}BG5?w`tD5s1@?e7&U#eZD+IPcL}!VK%U z^%_vV)|{dXH-Z)D1LiYUbpN7c=2%wE-+{tkTlpWVnNgdyKap9`f7Rnn5039<^k!yA zX7tDh^@`&sd^e-NY~sexjDCcP{8u4H+zIORr|YP>7o`}t{0)osxh&?7g$iUole16i z`!DKW-L9(0QU0p*1M_R${2^pY_w#HlU1Ne=ORS5q%AUsAm~0!(dL)Enf7a4nd65GU~lB{(}_JZeY2;=bjReOn*3X|5^N~_MD=dwm;&b{nYu7 zwhdmFA~Ywcli$QkI}@2p`F){zGn{15uQyk_?T*deUX;Hc(RmZp%^%{cpM1l3)e7+m z)53%s;bF&i7rVa2SJ2ldx+VmT^9R@Mfj>Qn*(t`K@je?iv`y5;p9VzNkf2WfEF-tR zm4aRO&03YXRb0bcaw;lf`{EXyqW|amYeWe(Ca9~wp!2f(G$;SWDw%$pC)V%dHWr?; zsfuQXY$m^Ivd28KQToPd0P_H&7XL8&nx1QX7tPd z`baaji&4!!^rIC)tVd-u@M6MiDa`Ol@QCkxBpBnOasS7x{=g^bjrz9@Md&~f^(3Q- zPuIPZPL!NoIQ^3=YygFC$>%Y5*_>XSP>V19Xirere}jhZh?9En-<*HYz9?}G(5_pv z(8wI&CH-W5+i*H z>gq3kK;idnG`Yd*bXK=7Dg=@GN|NV%r3qhUy2WRLKE5VEi<4S6;fn)y) z?e~51uU!K-9+#Q59~DbnBQ>_aKSe{xa8Tgivaz|g-&6wh4gY;X^bbj|X| zBhgq_;_pFV5)G%)kAwQ6-0HW8) zpVMB;bLr;sLr(Qd9A_9GXR`p0FO~g8{$~6KPW~lLt7WUiHTYKpGLIg2*UM)5T~F@5 zOkd};*nf9Ac`EGCKOF^qZ{oWTLEZW{vQEFHERddI!TJ%;uuycH^#|lPwfe`K+z5g` zwQd9zJ|paf8wI2M^{0XiC8+Pe?v__9J*}T0m#fcJsylp^hiHH3^&v#B)Blb^dGm)Y5kk^|3Q?{ zV1hdR6Tf7#W(EnlfEgt8mzn&6&mZWAI{rIzd^e;2->l!X`IB+|HjEei&P3Zg!uJbctn! ziGht3R_u;gHATqpD2l(HAjT;fjhXdB6bqpF$1ZB{DIqRtljmvYm%kF-VuHH<6KJ3K zn$6F+@^ZPPE9^OiM zBQajLGNWH^;>L6m6=X6&)RT<594vBz{j;CPF8%w8(4Uz)58r?7SV>ONP22x}(|@(~ zpL%V!h|T${e8z-lB8D3%*Op5O`akGLz2Bza`Gm!*2WlPr|NS7f`AZrApH zf_^G}pFvPpe|~jm-D6%}(^kiyjS+5yZrLX_nDbj5K|hV?rW4flUnlS4x1`Cxy73x| zMc2Gx0%#0hb)){o61$<|>O2 z&p_;Jy`@lr!<9Iqneh)d7^s);bAzFoG2&Vn@}EUN<`UHDkC3JlE=eIHF4whdEHRX? z>jmHP7rX;F=x5W9IRtg`6PiYL>0z$ptHd)zAB$JIzxrtlL2qmMp+CO2{1u2l z=TnDQ{&~q;QTJ>L=6RuH8(~FQo5_2 zN34u_&SK`ITRC)BjBo?l|Id&g0;_W|{x2iCNRI+h0xY`_B(ldd&>eIR9Bq z{H`I0dX~`*FBcqUrD**Q{g+xdE^xyN`8B$6SWEe?BdA+{d;GZWo`mx!)E~~DD7xwR zf&4N5Gr9pa>;Gy#5#s#Dcz(5k82O8!uK$PB%C?q`IM=eI-%E*|pzsT!Qzus3Gk_Cn z%71Tz8%^UgNE<1k?F5beH&6M$YrPqEfE}Um_4a?wADV4|=zp8&JLVTyC&`~3>vVW0 zMQm$$B(mNThH^IAl3|)}nckepESu@aHiDTE05{-YoWkPXToe1B<$8R6wRW?!$bSpP z-%3z7{zX3Zzt0xZ{1NTn`SX_XFSg|t^tQF%_q*{{*)sMYJ5KDHwx1gBtdJjE+fE&Q zs7DA9JT$oR-$CE^62v@9MuYF}JIT({`WJGku77KDif-9SKXwt!jsW@mxXbx)sRg+q zgI@n$H)PoVG4`L`l;0kLy8h4C9$F{Gk{dG6WB!pk{khKr^&*r_YqGx7L#f9LuQXFVXi1f@l{j zYIVbgXGozJ)n`auI7K(*|KIoTa@$O=<`XI0a2n+odi@+RgnlBUu3aX+XD`ERecF}n zB5Oh68D%$|?!R{v`tvA#KSmIGLPn>&&9R#8db?`R_N-B?8HG1=NpRbnwHqhYwET#N z@z=P2cbp=eCYTWfbpF-1)t218JI=8t^!-(o|Fl8Jy9)kK(D#!B(M~ez7r7-_a_rx0 zYV+w)%#*@zq@Qu@-1g3#P*eVK{}pm&y#E?W37sOS+rP1lnRZtSICVRIa?bPG{{7{j z{%Cd6_Vvr_Tjgp`$$vxK-_Cn$Qob}}YTC^IhPmSg79Md#xS@*fFvv4!jn;zx4Do%I zpsxJ`)A4Jp{vGxF9s3u?^LI1-`M;WfL$9Rv{5|7~8iS`7xGkQ+GCo6dfyy0C5c5!w^{%8`L=#kD%yMGl$bQcNcASeT;Tz|ohaD)fyPj%a1yZ%OU=s(|k zevA53=O4v6(!E4KE)&%CpIrq@-D4RI%TC+JDD_D4Rb*VOWFHvU@8$o|cH%oWXh zjCW>>rD^l`8;8}K%2!(NpFEw$yJv9vY0092e5!2R>~nM?-@G`({-+Ci^U_xH(yk-O zyGChYJ+HD2?*y<8)`o%2f43S;Guyz9idE3bYyv9H7 z%#T^ELu&={j0Kx6iB8*5;Oi9c166n#^6r3X;#RVrHs+t=80=<4VQsBib9!)8JIqZ~ zwOfJ1I#jjpbLCd!RX2Ng4(|n69;*4}5#AP{ww30Vy@?q4QSk%@Yuz}d{B8JSxjv#i zy9w)Y|zO<}Ex{9z4iw9YR`uO*L`i#PXdTS`BVsF!X2 zzZ~3hqy-<7BK)1OzMWrZ?8Nn*Tkr&#fA8h3x$)Zhx!W&Fp73Z)@?pnuEgbc3yyk7Z zwvGBy>)VbO_xN-vru#2EnXFw=KL|&+ZA9KeRC;?ZS>@?nYhkUL)k+|Hi$VHT6zl3% z0*7@v_{4Q!#8>mvyer_kt{QHXe^^7q`_a$jjf07LhPs}$Z@=un<7b|-{p`s)zNp~O zc)Wn+f{{PSBg&!Tutxosw-)f5%xWbB#?GzWoX5%5?C*;X;pM1NH3Th~6y^*6f~U!{lgC0W~F4oA6^ z`0{l*gsbhNc}GC~B0g}m7rp~W`$E4MuY;)JcEVc+;v4B9pGd!w!;H_C6!f4^ep zQJs&q>W7@&ME^p0;Qhhsou^GgS6+s`=8oClZ=C8qL+&4|6mMXGTp2$OwBT`1(v|G`p`R)r^7z(L@#fZ#S61{{ z9U(Vr{<(N_3b(4qxjAd|Tgo#=zG*3 z%5OXtG#>K}>MFaZ3++wbs@(b60NOd89@Fs`$1Rd(%C|_!QX#E@YgZfatRcYR* zjN4Ym^v=_KDpnbfy9n=RYW?|l5mGP@Gk5K04NG~l%J;3|dAqsD=nDJHQ%C^AGcBD_V`77qvn18DBRfI#nq3^FM z8g)Wv1Fbn!I2>DaxnJ&$1Z$uNL3fzW>R4$3J;4 zr1}4s_YUj=>vm5=;(U|X;$oW)`+kXI6>0lua;9fZbDUl*cCWCi|DD>wczQEvzx~B3 zZgH$VEuZu5Xj*!I!})?9tLpwluiJf!I_dkC6+4mk%KVpcERHf7Id#IC1#M;vdSc7s zM)bPd15P#lH%k0Nbj<^wUgd3d)D~J6O+R_ z#;_K&U66hC<9qE#{3i0pZY9c{4++cGrw1NyU=!%}Wh0{R5VxghyX+c0b}Mjd`IC;m zLFYsk_;lj?WfwOx>`q_0Jha0?XYCOldx|gb5Ga4(M@IZQ9(vE5isgJ?BHu!W+ZA== z=FP6tSbIbV<;Cd;_>t*@j<)*1BEoX?FLHebo1rFe8CaoGVBaI!Bi0$|J9dZAp7Q6& z@w4Se6sOlOFx6`!n@aKip0!|)>mZHZZ1*K7@6D2j1BbF8qTko7=CHK=25~}7cR%a* z$kcXl!M)=4l~>WZKiqHOYBT+gMH{;N?~D?=Z$>BfI2FlC4C&f0q)Rw24@T;h#r zhIW~{*sXD~>V<{;n3Z2mHbU&4tLibA&HQ8c9{tpK`yTx*JMphOy>dNl_dr@Y=a&O# z9vlnmH*0u9`yyiquYIquN9Rfm1+9%La|0?#Uo1Yv)u0W z`>m0nM||+D>wk%7A`>O-exsjb_uJOpKW}iOP>Ut@(wQq&{^`XDwdAKCP6SaOGU}K+ zDN(w6c1gahE8 z|7U_a{^L81d@n^ldVMu}xAVgLN13!E%O-59&5?~+{oxT?$RBo}ZKa=5{-F;a{m`k{>aO>i5+nv(oOK2`bm6!lkx=!z0VIb~Gw zUgXeX$_THLQNntp#>y={FJ#wFAI$1cO*T}VJ`|;G3d+t@|38Ua(meAkE+dIW6 zA!mZnCo&omnEe!Mz58C%5Ays6HMzucowuA=<5@vm9GVOz;o{&&sf^FJ;*$}rC{ z-kx)zgnl82cruz;Z~JTZdGg)2XD>#xZWO+;d{`#8+1evqCFy%9g1Y|4i!}crEl;jo zbH{)var#{T=$I2*GIZb+-L(F3dItSzv_3$;E<*`ooRCq!uGd_vRVDB^qTdaasE<~GN?pQr+-51_C1#z-7|DL*6XJ5-thO|iCF@JQhWPf zyM2(_{^v!v2O+=4`Cnz?yADC!_-)yB=d~0**6H-g$I+|}O*q=G%i@x=|7cFpEmi1; z2SHu=L+dVnBRSLHb?a-^jdyey%#3J{8(7f-}B)VDzu^y9A`{{Y_Ne&&u zE=@RdLOf#J`(3YfS%zuzCq{IfAm%Anw9lX$QVSY?Ay@5sZAqHqP#V!q^#>loL;V{c z!LzOYLxuIWx-I#$&G}o)ArGYE(Ea-m(eKS9gkRiy3wVF_l{zvslzNB zKe_FM585NR7?*sA9`iIAjVLrOL0VHQVW-!O)9f*Ye>&e~wbPkFoKQ=B`q6}-QUCio zMD=nnb48qIw#e&tmfag?2G||7uEnHz%kE9V$#_3(5N+_6P3Q-+F3Qn#zLzW<=mk5c$YxMD2<% zr2z6C0KGC;@gCs9DY~iro87*)wf-RgLVwDq0@iCGEr^kp1aV~4(Fy{a5D zdUD(H*Yr1zMJ&p(X;D*pSnpx{QujY{a|<0?v?9Jc5Y&yot_6R-$3j*t++DWcG4>aQ zx1C+1kZYs9JdJWJ;>26yJ3+LQj0Wz!|59>c-cDsQ?PSv^e8`I$Rim!-;1=atMlx$d z-+c+{+CO1L*+gOe3cjZ17(TGrVEGX`g;`h>)BrPnkKV*(x@a!tXj{-PEUNHSXM&g~%V$UxHV*jA$ zhbvy`UCOES^0AL0`!B}))qEa``IkC>w-fnyB}RG@)X6`e8U0GKAN1*b{;t=>?bY?C zXU9xF=)=|iTakAoI)8$?@n=Ni@`)1WpIAS&PdoWgY!z2-p+{G2<6qMsV*R1$p9;J? z<=cbcj|8pYc=9wU58WO_xehx3)~lU#zgd2@HY;1+6pt95yRcu}6JjK`V-sNBN{>gK<}p1bZ!-j|>L zc0Kt9t4!f{Ux!So`?(Fbko*SH_rV0wPBI!FknuRXJ3r6ZjPtceKzD|IuHN=@C6Zq! zK9J}J5!AKcyKR2a5^k@e{Fk!!dEGy*xXtzd&H1zS99e#3#5t)*&S-);3CbX% zR+dC5H1SrhUGn;~1byF8e`VFsLoLMoVFZ02Nl-t2Hai=iY5{PjXGS>8COs&WZ8oPW#9Mul@{zJw7H?D0EyOuHZBZwf@i888qKfnL#;jaBH&I#+`9j`i;Z0p^G>aQ{%OLXH1 zVxBCcK}8nKW#~Vce~SGN8|SZ-tOetT7=IP{;ilz}eE$D#Jusd!m`qToKSGjg3N7=JYp<8h32?#jS^g^>p(c-eJ8;)u;Kh zBma%)CKCLapbSDry?w@h@UT*tOp zudP(>V@f}oyf30%h4pT#f|#)z=>c!KaLR&pGx{Iu?BN zcE;vW4Em)|jV_fP77d{Jm-+gMk`?kN)?do{sQ{l!5#|xp>0c+ivTvmOpVq#f?|z;^ zPgIqy*SreK`787u9P6UFM6c5ye&=4qv&FrSY%W{&rf7eAZ@2UVAIs-YRQ~BiH;15Z z{u2}}zdq7wbL{k4cdv@`r*8A|g*IBCS?|vvx?qAj`L`6AJcgnFJ5cy8rT^Cuuzg7#lAfBVs}|7tdV!21o_72a?$&YRM-xc>S z)cVUV=1=pf-c}OSjo(fW4kk)o;g_GKopX|5o?h8{e%!S;tzWA01w^;>>-vwse)bC6 zu-&6?y*XFK{P#lmoC%pfWB#1X782beg1Y%zD9;+pf_w)z?$RktoL~2s-x$slpm~q8 zt^D$4Hl?qQKb1M5mc{gA2|-5$SS&vKAKjN+==B$je`5bxxh7l3RR1D5jDKSPKUMOt zoj(crBmK3EGFVPfSATxF8-z;LX#EVm)I-01mT7FQKk#pyKdqpALkOauS<#5g-KBuo zMj4XoToC79gX1z?zY!zLKmD2IZ+8F3j9$$~^Zq90Ps;vBAYVm%Y$FIckx|!)FE6o> zk_9JQrbP(r-7ncMpYy-x&(qNU-)f>;Lr|x`UH!*=l%mS6i~5*rH>*hD=X<}5Tlc1& z&Ewah{ue>r_{F1V-(@2V z`^SS)xqtjk@1?Z=XPf+JudLxZHrCIZi0`cgGZU17a(>d3&R;RFs9)Hn=kqMZcp92N zY^L~I2{atk^g7Pa2AE#y|FtF@F>H=V<@WjGnR)gz6^{3EZlyE4) zy##grCo%W7yDTP0!51^9o)-7#yoU7|US}1(9wYC6Y$v)s1Pc+ALCEH$Se8AY<@o81 zF0*X(eck^16H6_xCC)E)(D$7Lb@K>?+F#6{Y@ENhGkLw^|Do>9<8wNq|M5pls5Q3O zi7jG}BDQcx?0f7xv4^6u)K(?-rD%#;TS8k^MN^a@+{Ye!#1;{fT4RqOV(oXHJLf(3 z=92Gy($DAj`n|r-Kj)b{b7s!WoH=u5=FAzZ@~vK3!4m<@@p@B4<`sd<3aZ|50d2T6_|g8_Y6`{81T>l(;HD*+XgM9uYJm>n)X6s4mvv0~X zbZ(%(Tz}Z<`vHQ6_6x38^_6m=;MzN@eGbX-f4IS{lDC@h@vHH#yOZP3W-CVd_nFkQ z$?b{_oNoU_vcLO;@MZhc{@)?`et{s;@t}5o64T*T;Wshol+G02xT(kF<-@rB7xD37 z`hK3EQU1GxzEIXgMs40c{GvR6(Cn{%>MZKd_y3L%UKBxt{uTJ`{uE{D_T8t8$kzf?fgdBpJlGk(It^eJ^H>RX+xf-Q~3Ei$&X|7{S-k1 z|Ad4eexbx?V|@pHb6CDUGV-7Cb*n)erT#J{ zXme=TQ*OVa%|FiX|5c>?D>?+={T7UZwiEQ{BtZlJ#qY}VM7h54%c)x-E z=PdtY{g-8=Abhg;Bj6F4vwb8tJOk?x3W$g?$SG!Fd#6r26(<8?;mgQjGA@&CYSZRm; z^LjFySgCufFR%7zLA)8>?wl;WQw-qyGi@eLkheuI@>!~1&av{g-BB)fTmCdg-X1Q? zr?D@)Bb=aI(A1*Q@-|;lZJMhp!(cxw!=*V0wUbcKKD@1tWuwD6z@LA#XJ}TabBOoV z#5%kM=(iC?dAJR!-&Pg)@ZOMXVy(Y50A|BpOQj}S=?eLTGeCCy)e&nsgkA1e& zBcMzbU%EZmRC>!0_2t{_r`rzh^?QCw&t&_W^LJ>aC-__G=3`nxe{IU&gWe|hlDB2e zX6+y+Papa=10v*gtD>-+$E0VTe68@8nMo?`5}KnPjQBP z&1R4SKM&#KcDc^)$Pe_qIsEV7ay`egtd0u4Zq3xro%V0~A&`mj)sU6cu1T~ZZzffV zADc^lGn?V1zJ2RL-fAjJdQ-P2_x8fIfC}H2lI?-^#O-T@Mf<;T=ytitzdGw)Hp+F~vq9t?p(uk`MthshoRA;lKMM~Xl9YXbY>!F~g1K4)ddy}* zg1!c_z6hhfwdnRW@G(A6U(^fnT{ShjE!|%Cmg8B_=Puhzq<3S%%3hTa1s4hxZ;qZzbss1at#JKA6oIe$eP^AiQBT^ppI9`lEjl2K@+w zUr>%brl$|)c#)qzp5UDb-hRNJ$RGKlJrOU$$qMpE82kx5$Rpt$s)d|iz)whr{xIi< z`NJ_iHR{-m=2P%@Q#rp1{H6@~;kZ(?SAycu`W(j}$RFtt2K|od&Fi@@%j!rFJ50(y zq!;|zkZEcuj~CtqJc+;SQ2OHRXKkAW;hf}sLl2Ac;B5uoYCJxm59Nyf;KxVwGq)e= z2Yx|1QNKJAFT)wfd|Z=_bs%gR!r6%JxU5O{?g?EA!1?7VuQ63=T1%H*4 z@&@rDKR1SWv_JAg*vwDx#?{5qAc64ClZQ>x^g($0g7*a78q;@;|)0fgX_``Um5~ zMb;PTFdk4o_yu94!*i^Z}z?ceujRj%bN!q^H-TW zWT2ccBcc4_%! z9_>H5F(OO8BCey`ygG;7QQNMLk38M%x^k2%>iM8pi#Y>lF{Hz}awYnZ6A>IbUJqtt z>(*_O9H-2p?+IJGe|C@GKNtI7-VE(kn&J!U_}cwR&zk*9WP2Sa?bmx1-Wt9*=MXx- zC@m&Xj)QYI!}&{a#-qp7DwQXecdHU7y+>#1acy9M&Hc!JfHCYB<)U)2&)^7VuJuUS zR@80A{TJ62(AQz)-ghI*w3GdZ{le^oZ#aJmEppaJ0{-b|AGB8$9HD`Mv$d@zlVZ={TrP3 zpx@Ds98Y`w1O6MZFT3p5wTIU(QY8Ob?SEy=H|}KXfGBByw57=VKazUz^AjiQA3*0n z;B$HZR%`!c>6I7#j&z)Uzu=b-l`{1D9{L5Z?}_uX(hU2p;5$SA+poDiRNdyZe)MNR zjDr3f=l*ZGJ9kRZ`Dsxn_y2YK2~04s-?C~y(SQ2+B?NtX?SCL=ps*m{{Pd?NL5yb} zbX{HHh5EX4u3ul2ic#uP{EfG63BNe#Y;} zu+4iH^8G*hp}iqD4CfEsS~R<%;PoZYCB4^c8-0x|+aLC?sK4~zLFb>&wSSn&ewr)N zv=9NkkPq0W=G6=C@cTIx{xk3$_lN(-{ipH2wfz?E-(g(H`*$>ca4zLe{Q)`5gZA2? zNowN(Wugo2k5VdAe1YXNRo5e}r2Q7`O>ypx_Tb5z-x+gLNh0s%sQ=(4TXT2m$n6hk zVPw_*p6ePnpK<7@9Dj9vlA_%DlyLg|OpqNRU*DGFhw4+3U@3x-13VZ%;L}%1#Als; zxp8lw;z98&sbIZ&p}PMQEBZs<9UQu^W~jWsF|OK{uYFfEVKyi2w=RA3{4WE8{bCuS zt1Lmo_;Y6qo~wRz{}$t`Qieu-AI;{tW(==byyCo>Xpmf{+tD==!YV8@2Wj;lIk2;)VYzCi&N@|4=@uUp9IE z#iwt_{mlxLFV6QsC;#mAs?ZD7wMzR1XS)3^?Ps4m{Lg&Vz-jya|6BQvjSMULi98$h z8!RAke-q=n3ME84@u1(~h$J=Vfid}K4!5Kgw3t9~*V}Zqb2-m_WiSpa{CDyzqJUjHbKY<9*l1j^;{j8Y3`s}kIqW_sTae)$obvmx{Q+B ztojf3cbNZEy&mp_{Yv94pAFw$$F7gxk(W2mw0k>UzMwN&-k-rnDDH2YWT<~+ znV%jiexD9q|MRGA3iPYpU2i^iyUFeM)1|-IY>>;3Y2zCA-|ADj4G0?eCvy0MM0Fs& z9t^qaGN4`Z!Pcdm*5A`S|EBV+`cEWF`}HP9`7|SF;NQTZMJFkxGJ7;1&_7n`N%22M zpK4#Rux>xpkiIu2Xc)g<=R%$;-6|D6v}EK7$^SFnrM$`>*^T(uh4~U*BZ3D0x4GDo zlVhko3RiQ{Qua?&Dn~zH{}rhnJ@Ou|Wy>=@fpDtv>Vu9E51uasF>Y`8FkJ z=>LMBvO7wjwEWkQ{IV*aS@{34!WU$P%KOvU*aH7HC%RjGNPohV0_&7~@j+!rKDa8| zzx$Ae9hXG3mGf5%!fQzoe9nXJi?Tgc%cS9dGF|P@GsFCWjZ0g)?r(<5`x9dRF3NC! zvo+D(h9LAj2mQWX?4lr|)luhC|O62TP3^6=x}b zMY?Et{}%_qSpT=9jJgptv_G5Il)wIXD{q#XMNTR|Q2g8rV^06}JV5G?e)PR7LBseD zc$(d=ZX)|N%#YH3O`Cr_SbM_jM9?sPz5FWOQB!`q)9|M<*QEZwdeN32`qym9D7mcz z{pm>1P=0*X^3PQ7b9FwSP*;EbFg|2Sv-_{hJFWkr9L!&G|3IVP+I}l7|DDLUGyUm8 z&@lhFUn=rkX}mc9%Zoo=l>Qe6Y>4=D<4*p1xmLcnrT!VPH{Y~>SL^;~2Iffg?(!|y ze>wX(qrc83`(wzjh$+77o*gPlhH0 z&+EXi&*g93i|X(3f&UJJ{0xn~{hG{L!+aoLy|shxE>6#%pfk1n$fDspzyD{mVSW<_ zsht`2|9Vpa{sgff#)Dy>-%nIh>>t(;`09Hm(*U12paf5ICj|^W!T&DncHoN zR-oVIb=<$M*q`KYvJyym-w?z+!GnQWZXZ`0S9p`fHR_TAJ#YQdDjg4e(@*l>D8d^} z&``en#9v;jn|2Po%>vFz{qbVx)ET2#Cq~IF`4{pF^Mc$zp#8rwl+jp%2K^^;@Lx~V zZcX+*ty1r_^j~qLq^6ewPy`wH}G~ux= z?b6M}Ni>G>m`OJ_qlr*-iG-!v9ZxiEl-Jn)_c=o)x}G79sB+ zN%=we6A4ZtXc)itKYmYE>(crK`%=PxX=6soE&Ctm517B@`2%I}HNnXQ&H9J?4(~26 zIz%W~zc($_$NQcaU;k5jtNK6gn5TD+0a5b&Z^t$8W`u4@zes17;}-^Oz@I{Y z<`B$-2!4KGuNJ0kXju7yZ=G1_|La27-X^8SwP8p$mHx~mSOO7rf9_UF-uUnG$I1Pd zz*mNkvrxCkt3qke_D%3v;OMm7OL_hPOTi#{o6mJ^8*w-mutkEjhg$)@cx9or1A4LDl^E1j| zKEZ_qvm#@D{;<2-4P}Le|A22P{Q`mp{?XoVVeR%lUDjcXl8xe{U*8%~u6A9?|5p7E zav+x*)4eZzx59s%*7*}<@c%VF=!E>lGoSb#On-hQXpldN*T-H^YkYR$@}=(A70geb zmyWcmeI$SZ|9kqgf}mmkAA9}AuWFXXHC|4wAFEWQ__d|CmOWn5k5SOJnEos$XqZ0| zgFkGza@mXj3D%69@PB*hh)ls?aruua{s$;?uaoB z^Xl?%DdAy%1aigk+3|Y0h>no{Tk(t)(pmK%WiS0#$n_INIExSYVIIF$_^Z;=U!5!; z?-xLR$opr6zmnh@f`;)I-ZaY!B_Q-k7eD@f2IOLmw>3Iu9*b%|B5e=z1u?^#oK z>+eT|5Z*e1hVgG3x$~JCM*g!fE<0-evpg9kw`{-vo%zdV!?=b)G0Oj${`^7^dL9o3 zJtz_*$1m`O{X!l_$t~$eI>=A6{e#u`13uX--h;;%F1{W)LQ|WbUQ=1K;SLOas z*@86}Rk*49|NevUHWM_C|9$L*TD0w({+(XL$^D1Uhu-Hn+M*t#KV2LU*$N(tf{T2W9j( zK|}j@>wor);z#G_SpUDI^KNtRAV@PxgM?zVb2Y|1!(d7E8vo)baNcUN}L6{NLkS z?Wj_)-M3Xn_WWDwkIxD%{ju`umW+}+$v-w5)+NIJhDrQ=l#!hv=1CrmZyS6>0smtB zy52ng;-BXF`&0V~k0vUcLH<3ze=ka%P472i{G_-gRjGfhlx#n%{)7D=#$_GY|53SC z_>}C!^H+*EK=2^JVnE>bHwTm_iU^+a!TbyUN#FR<`OhqW(@Vd!pCURB6Ffo?a+(J> zkKGx?_pgQhGUVTQ&3?HmqvTHW5A+9l{!AGhC3uXWq5oayoJ&x#|BU{Z=XaFe+4}$2 z@&CVLe~`64>Mzglout20i16P5{)PVzLbsiyKc5go6+i^He;cuLf*RH;a`Jb}lh+d@{%QJti=aV% z`RxdLqXc9f{9>J3guMSTYIeiFvJ?!I_-6<&j-X-wNvw4Axsv7n`pHWN98soI{9=dw z%$zSJ{#p7SOVFVI`&AtNR0%FR^2cu?4k*~CtvdYerb0iBkob{=cZHxqe);!m`C9QJ z|8c`9zSFT_kHa^=kof25`vroA`m>$mA1d+nVU-_H{? zj6eTI-p>^K>)d&^)SRxgr})a*eqFucw?Pu$S^jTB_&fOYm2_nwqoC#Z4WjuA{3raM z>iWk;$|#y3#;GG16PTg||0siN1g{e`^q+t2b=Q?! zt;PNW^vC72|KKeBB3pYn^aotrrQ$5<$NoL&m-g3`K|H~Kkf9C}Tb_HQ-lFv%>Q&zD z_>&rIt1u+9>VKp|`DXp|1|@)eHOLR!x-So@;j{h5w|jD0`X9}-vGDY;8y-%Nf9$_v z{QlSV59Uwv{B2eLPw4y(_~!GEJ5>KS1kLAHpVRp1L-D6I`yKuK^)7u+A!v}Fw!(em zm59hnt6u&PBli#1)UL79wN`i8ehGy4lwcu(9BB8~VyZPOTH)O_>Hllhta=%DUDMz1 zx<~2n6Eu_`xn@b68rn0!GslVJ^8EGEn8e+c;<^8IN^jMEB3WoS^rF0(Jbqd=rw$`@ z+XMRZm>~L@2Lt|nby)5nVqLZ7#-2<2YuA?LKP0?I1P%OW-=E{AnqacO83p?rN^eDf zn&;O};)`UV;gE~sB62xK=(Z>HClMcXm}TtSi%J)=KZX2E@B4`&JKcWLJbta}4{|X6 z&H8r|C3ry)_2j{jKNlWQv3`X76!UK#*?-Rn?>Ry62@mehzWIz2m}l%y?dNTi??3c? z^l#-Q!RdX!P4~a(Fxy?{|2d=LEaflc59)80zsZ!*OM(XejeqHWN(m(YV^}}U%2YFa z-|~D;mk&BozS(}sx&G77PtE(6uc(061R>{mPrCJLHhW$ zDj)mr$k#moTH&MqkW016Q4YSpr9T-+Ah{ue`)`del%hofz-~s9X{LZ{}1-Gng zEcx#prGHPbh>ow>uLZ4mc)LyF&$9kYD=i(lY67?aq;$^F9~z#W(tmLNi1H{y!}!@) z?$jM6+b>A_V<+iPlm9jQDQo*HQB16~UzhynIEQWD zo_$L7E=>At;Ekv#p`g6LyuN&m+yBkd&!2lEbl?(d$X*BmyMu-fBm)>eWh;RRCY`B zu?V^UAJ^;s{3o*;(ffT>nbr8g{x{^Gl)qa4xwGt4ZZ3kDCwX%vmWh3(Y+T+h>ty$X za{n^_kBd(xkJQ(1IS4N&K|}kyF3R*$N$49ruUMuXa{sc`RgdiNyQFvhrrTeiAjdA$ zotFHA^Iz0Iz49~7`?ExVRr`a^+VrQ~@dN7?o%f^rZ$T^%wOcWQ2KgIUA^Nhi>6ZV1 zCfTpc`@~27PPb9^Ly(55`^bY5Oi|^98dEfUYO1gN>WDR{FD37 zq4DQIc-09SK2C$C1x(7w;qgo`_dHmi78-k;IJruL?o4{wTV`?gP0l?Z-*~aF%~D zex&^{-G6ZwAN3ORmzS_#U(}g-5#7}YVx7e4W+T3NtOnEhBk*zl=uv;Ijc$S=1maw<@Wq17jImIf@E=Np*UX1f&c zckI=K`Rt_Q{3Q5W*7%wG_;>ao*3;3B>J+y2$ce;-VUt;1KCilXjA!}Et-6@G$0X+E z2y;IliBIPb@Ve21op$V>6zI-yk8gxy9Bk>zwgff|ZxPgq?a|IB+OT}I&nNak@Zzk+;%Swm7nAb#py2HcNVLtEB5A(2y_mJOFUg~%k)>d=y*p$J3PSiJxbSNsq z2@3YN&Goslb#3J?O`AxElgGYGeBSP6V+zB;qV6yhej4Bq8uKRVgYq5h5T2|%Ocn7i z(&49u&+prSzSQ^$%04>JGRLExM16c%Y6sJL|Dpd=$0sXhKPR9U3bEBxzqW7sH8 zzfXsO%r*4KfG+Juv2Kn6xkJ_IU!4gm(4{-8r18H$6AqA@G2vjoHiI4TE#e3C7s6Wuo?Btn#zHEvLgLdq~e$2rv8G1QS@Iy$wz(rS8ui@l0T(X#PXi=V7U{m-;V6 zT~Y#(zBohrhUBnX(=#}~2Wbv(8PoJG9&WDnR|V=XKjKHdz2GohbBO#S-`}7g^gTF; zhC^-8i~6LlFUF%j9z=XWDxXP*#K1>>nmptWKp-sUPyM_C`lEP2pgI%tVI%1<9sHb{ zAKhhsC=c{vyrI4#9{i8~!+Zt@$EcqkZ@$-n{)N2)>Lc>k=LfA^?qD1AIK)xm(fauU z_RA4(rXOLHhkBfz5&L3$*^Zig*Zh2F4{$VLb4dQep*`v=##>FDAKNdU(WqDrhWyOq z$y{GSpU$t4{}?amFFc4M^o5F2eh7R|S-v?xL0?%(PwIHS4@?h?2>k>O)e{tRShg2c z%*-#SFX&Gz{G;~33}YurAACZ7m0oD;>TV3<^|*H4<}1e=@`J;D#AAGdzmX38V}3vc z?IGfIenME#Uy30g)Cc*A_5=Td-^t-SM@r4FT;HP~<{QLIeN>wta>{f_k9hD)L2cdK zPC7J481xDLZz1y${G-bY5%!Yu1LGIKZzak#^qWol~+||AzDPN9Z6&>xA3DHCe&CPP>2(MCXde-;%LlU^5%7^7@&M!eFP)FeVu)>eHfXLpI_{mM`186tV9-qs2p^v1k z-|9CI}4`fuA^~d~cZeR4DXb-);5Jo)8-QZ}DH?`7~@8)xD z&^Lkne4u>Ca(!w3Mv^}B{OGUkD^-&5kXOJ*|C#Cg?(1$rw`&Yzn*Nc}h26E+uVlY5 zge@UIA6X*~4_cRAmkA0LriAfTZPo9TnT zj`sYC<{RW^K1UPy;NK7R6M1e$9dhmHv5Jch)Mk$AO`O_TuIJ6|EBM7-#$&w-d5$pj z4>5mz_&|lZJy2itU+Q?wXW&ohU!TZ+h5mr{!2?TIPu+j|gB|AnfIbd7&H94q zuMg)(q{sM2ebHX2%jf3`q)!144TnCSM!-Aw;)JTQ^#qYq5v!UGeH zY&PtxMo~-hy-57*7v}Q^B39%NI`}3|X|1i)Y_>To?>@+v^}`1yh7gwFfHQbW_@C;8 zq+7W*#KkECXovYz@4<~dzxja<7|JtjJP#)Pd?=l7kQcDMRW9tQ;J^J{v=U5&&b(JN zG1HjY@_>iPvbEFk@Xvnlbdus<`|e)*g=l2~;jiyHtImtI9G_BQw|!=M3%F@;e&KVUiZ`x0f!vY3LwL06SE^u7C# zzq8i)n_p1SHl~v0#x)Lr4F`0A6^q?c6Th7j8re<=?r(Jxya8hCIkr|Cy? zd~iVG(CnOe-~#wKxG^sPtlIAk8F-_7X&^%x<3JJZW*9$yU-USw7R^#FXXmh!ibCl# z_?KiUKlUL0abd3X9qj|Yc6@d?Sh)4f_2$rihm|^%&eL&0a9}s4S+;NkBh(9g2Y%+s z6T_ZgQ*l87eEntF95qe_H>Li!cCff=*ul+Js^}Nwv-oijh4=V|iMG(PHZX#N5sZ(^ z296!GC z<`n(5k2ts`MHYNfR?E<4d>}o(U&p&@vRbvP_sy%)K>p{7_wP>Z+Fc$H!=Tfh@F7Qe zP&;5Bdp#s3=~O~0;{e$tqKSyqCby@YxJg`uy`!Nc}S@Ejn z_6<419b9PrZ*3q$*-Hl#*k}|E8XK|VlmPvP@x(vB9XRlc0s~FRWikFsGUV%A`|B4p zp%{UGtnhI`7X5F&U{#U`DMb)+fCs~hu82}QY>rv*{f$cs=9hs#6b@~*+)MC3m)}<9 zqn@expKrX{4JLfcDE(r_sgg?<+|8=Un-AdB7|bKo7}(R`}>Y z&@bgT@s9`5U6G)ff3qIn@K4c&7o~&lpgk+I=a|9`>?nOXf)xm2Jn>-s=FegjTST6D zWn&I1h(EcY?VP^fw3PFoC*hSRh<4&Zc4+8!rCY7ceGU(el@3}SJxt6Q7*t-)-&XZc z^MWcJ{954?SvJrm78d+qAYJm83j@js2Tuaun^mIkl?g%)@St`faU}Z{2zR9=2InM)ad*HH=~p= zitoN>==}k0#*u-VJM*IN&<`-5@XwLE8po@>`nwz%b?2niKV4gN__^A$v2y;aM)6g{8f47lJq0Mi=N1^A`m2(FHfiUva^$ETiI_q+fTiiv>3Dp%?nl2ZQ_x?eBV4S#e+Obf|_Z9o)FG zPk(vaY=D$sbqTK?LGU>bMoe4$La~Q;*w?V@ddhgYm6-!>^29}iGS^j}sys63Eri{=n>)*@bf_hWR zs2M@*C-9(VApU&vo`_}<*QJ4Hop#xe1RQAKH2uTNR$TShv@6m;GHmsPKXP}~4`7|E ze}sIX!Mring6M8Z&@g^A2Uk_XHWwKk7AXy6=jR(gs?3;rPSa1>+MpLt)eio-{z$)8 z1ltmXp2dTjfiDc)A^&neAK#)ufPO)_HQ}`(hkrwp#3`7k2efEWEhG=0zbSnOg53!k=D!KYb8b~?zi6DbIDeqD z9L3jJf7AQK`nHUMwvP0t8$kp8_80kYD0yi9!@5q)e>G+Kod~ZpL5y=A3|v1YMJ;@A z&3Dg#iJ22X7}H5CcDJ%LiuzhXxP6Bop<+^iVMnU zmph3Ot$JoDCGoAwr);JEiH&)Dx56Jx7c?NhV<%$xQ9Eg$^FNkTYR_9$kUina?A0Dbdak;|E?tQdr^YE1hF5$gCQR3W2Hfc zp+V7OuPSc;}`k&}^ zuKc@Fe>2a&R`_kxx*$d62N3+7prQTz8W!EEYz^$aZB5^+%6Ssl5<{}Zt(Rdg@+ORnjrd_2NPr2J#{WUuyK;& zV+Lg&yz9bfMnT&b^k*bN=m|XNUw!c-b!(2M)k0jTz{|R(G{`s zfv(4whfVRk(nhx5Xu|u7prQT!ejlBv)F%0heSyp-`8$U2#u9{_bp#y`yzeb94&u%2 zKb|t0M9@5cjW%5{4a5agN@Skw-SAtRTPPYF?E_hM~lL>xDuplzFi3g4b+q(`b*W|jg zoW37#-~CC1+i+R`Z|M6>g68$V+p0b>od#Tz4&FAG^-ri+Om~nrh47{lH1NNz>u;~s z8X>M5Cb-%a=;u{SRu2fB*_TmrC+n~8-w6J5llVcD(KLc?1Uc|O5b;V4y}so89+Q4k zFwaI_+uh@2;XVw>tok48FUTeH10mBXqZtJAB4fUP9kTs}YQNpO)Sc-o6o2~O;d-Zo z5fytgB(o~tPVzekAwYgRi!aiJ`Cy$<*>Qk!zdHl|Ec!E_prQZb*9?qRckKJ@#q@et zrGt?woeH08`$ZFpKb!F85j3>F-}cGpmFUR8%$=HElMX_r1lFk3^?5nTe{%?LE*!rU$;99ls)5yL@2Ay#Hs_{sR9a=YK@6bNJ@-t2~U*ZQs(LMFb(| zc`)ecy*o;cRsk-r{exh-;12z9B3*D#Z~LMBVZcPi zS&m;XdSC_PC%q10AFoaApi?;5D#%cNF#UmiGw@ICiKF(YH3~e*+G+6_xqsdv^j49v zcUnpQ`=0QZ5yUv-!N_jg?kbIo^f)%^>M^DK{`mtykYCjgKO$CN^aSHX*x)u43-l7fuLdhhOFWbWF004chD<7)g0V; zGfHk*KGK1&k9ZU)dSPK4lAi18wi^9kDRxgF4>VBD<2qb7oJks)muNmTt#?46Ev(J{qG)nB^`7i z-+}dOex5PA&OfUO??-|L{t5oIFu$Nq4@4E9c=13~Q$|6{{=@nS^%wguy8QWxGFneC zA2R0qM_p#b@$-)xNg11*kn&%hIeYSjce;bAHI#mxj)#9C1A8PZ6-?{re6)Us{8>w> zLkJqiZ~XP(=jw`FIU65ba#reJzYbhC_WXqO@{cZmh5T}7RGek|)u8iJ>|e?AQ_8@K z|3$J3KL2(62z-70WtP9c5FNh~L^(XD?H^B|{TIk@To9+^mi7PN+5Zid^DhjMQT}iA zXCpxa{hEW4rgVOfae?!D@Q-utukSzOA~edk!iW73#!o8yA)d)5%IFwD@Cgq_b}s%x z>9ptMGi{r{YWBH-DM!QQJQH{`VI8zLlV1{72^M{8|Zm*)Qwn zxOGZhidUcA8&&;gM@hd``w6tr@Y;mmHE)ePwYuv27gqQc;@7(`^S!2kFQokm4*N2kr2%D=T7>*mtbyW%-26>>qM)GZ}w!V?(w&D&^gDgE^kD=I^QTwKeOHwo^uSViiWd%!b^XnXe?U$#`h$z?_`aL|>>+4q|D|8txS%lF z|ISYF#b7^2VXN{po*h1{`1b44e(d)#H_O-UREZI~W&0x?sLzMH={ELoxUdRN7_|+|4rWw`ubx(;T=GRI`p5r{E3S5E96^q z;Ns4q0lNOHQhGZ<1OG&R_Ro0*4vt(XeuDNuLJ3Aer`r$XFTMKfSc~)TgG9&?g3!}= zu$#;Br^*F#@CUwf(;WP9`%6lHh~Qy@XeS=@E9G)p5uXqHxKcbW)>H65);|kNFFw`} z=8MKw{CAY}Z^#ex{)rVn=tTdS*YB7Y&rw3d{K-a?Jfl88EA}6tfBSbT*RSDA-G1db z;hi98Xn)r%O&%z&8}H1F`Yuk|uN0Y+z22Y4yfp_$WmimM&e9M4OP+s_{Tt2&B0oa^ z!6(<$GGu>~mEwi{4L|?U@Vl^6^!@CI^t(4|^iqL?BeaV+|185Y&_(mpgm;D@_>>0| zk2Z@@d(inW=$Geb>AXLH{!8!pBeLZAuiXD5J9OvT|055SQ^wBW>-&$={xMzlpON9% zSHMMa)ayL`c~7t)B5Y#+Hh7-5w{Kvaa*w_zF3hxMTXp^X=>mO!N6?`EByRfUiQ?br z_<>n%V--8aM^@;T)Mn5qmVqv6UZn5PPYwF3?Na6Is>kC$^G4T?Q?Sp${;ZtoACE7@ z{iVJA*(JiiLeL=pTq`_&pmzD!eNWtr%Sug(AHH%*&D@teO8e)_^gWuOL4UCoOioVw zfj}qQKh5=vX20J$-QyP*l5NC)F+_J9!9oN%5cXT2fBJq)jZ;b$`d)NKjrWJn@%;mB z{PK(a^!>Vyhkx1w2|M-_tu%4$0ck%nqS?@^Gtah`_QSE1`WivZ6Fle|)t>8*q<^Ac z<^2gtZ^i%aY2BZ2^8N}HBgd~8|9t*Qm;49~cc+Z(zZHBor%!XLzZ;9E@Ba{lp2UNi z{gywSf1&<0wezpijFP8&{*?C*D1#dWZxV!@=0VMVVzz1jIwqa_*HNbZD>;7>|5){3 zHw*iz+eG(sf`;*HE4yx+I-DH*_on#i{YMV#R<9p9m@Uul(D%Cpp{Mbny?@cysweHA zcv1Y(O6%S)*xQBK9P`hEo=%TH%pbD-wfcLo1j_djLBssrTs?e9jVjtRd-2N`<@hTx zW!3MWmgDPR4c~=9u0AAugZvDfdHjXS{Y#j6uPC;7oxBH=wHXz2gIYk7{#`ya^nA?|-@CEpN8?rR z!lnK41h4U%n~iHG?yov~|BvU5eu3jf)c+-w`^xqqz z`z=9({I%Em{iqU5_CuJz>b~@7Rx+Y6-5+gdS$>-Kb6Wd3d;c#|+E2^*ThqT9S(Y!V z^)ej#&sQt6PI<7XEu-q%{-r;7U;uK4e|CRc=z)@WAoA<#C(g_JGm97ey>)RNzW+$$ z&qfPrJg|Xr!tsO4mU^SM9`5z_(_P2p`QMe42}i0uZ^Niqo3rEZgZYQPwr1GC^itMaja#QY&0O57#>47?|-|;{l#*bD1 zBRllJ)IYTKQ&G$DpQimNjbG==50my|a{q+%2Ztk*AHvB^cEFDTwF2t4vdvl=;4^1w zhozpaGPKEM@HCvrx%2tky0(?W=QA634HNv^w`^3SVt2=sp2?>13}Y|NW(nk3$d3>3 z&Xa=JsdbBd2@m1@?{Vkm}66(p%ePEtlW||;OIB(xaO(06Fcm1C6h8(dcMrV zcPhFj^p~Dx9P4ezixNVB!n2$138*(MNYUWZ(F1)jZ+yWKgE>EJFf7*uOjibj_1uo~ z`HK=b0E6cyC=_N-Od;9=w~nM=Ui>F|5EkX@p4_lO4SEruI-G@}o{bU$W0rc8XD;qp z5}x&;W*F6`CaI#X-QQ`Y7 zq$lV7v_M6DMSV(s;7JPcLLn>8P>#IdOCL}_x$!{XF%S_i=y73BxFhW8IsDif-v6Jr z9L+Xsp069TR}R;3{6&dc^g`8W&hI{-eL?-}$)0QR9msQE9^q-Lq3(&)!44;6SnqFm zVg^0%%nN!@FVq*FOp~?pFg_9#yCeTUdo!fRMMv}p@S%Xg5CmbfVY@>MP1CX!6Xa%MWw@sp)fJ;3uvA`yc=m#P z$Rqm;^osm+c`VxBOVSDcN}d0Qp14Fj{sg~(-W;0e^L|3U z@)sqV+_)2Sw5vbE{8dWx{M?(ylbJp@R+8dDFY-rwPFk2erQNw+RA1dQHR8<%vzU)G zdB{CULjI*5uexV$)WaN)?}DB@vR%=B7!T-QhkD>}xC1=!C*mQ0kss&>eZup2bLoi} zo)b}?@Pt>>)E^iRS;&*K?kOE~i1JeuA#bZo`ar+Az2Qkxl-GoXX$BP)Wq)G+5b{&^ z%!~Sl3&dRHD>xCZ$ZD= zfCcm*epQnxGk@#bUwBUDFOhbb{bl26_xeiD>*oI4dO6_9%T9fX9?XZ$W!P+Rf$<~C zb0dAPq)dAK+>@myFDf&XFVgG!q4@yZ z+#bL~|6;xu#8m1DBQ= z%I@*yLZt5i=98z^W$(5_*nY==A5+3Ttpj_d~n{gx4YKfZKVA6rCN<@JkkEpFVQ{->-}xsP%KU5!E?E& zUqP`^!Q0E+KPc~=qd^@98}!3Q8{!2$W_<JYm7$**KVGpq*aq zp!Fbp!%lZlr)h~w%+cug(|P&D34hVfHT7G0ek*snae`2d@N*O7pn0hpk;;^9`Sx|{ zAE)f09q}nAW;Nf@V~#v2!44qmZ74tTx5FvwjvD(1#qshJDPPaiE3elXKY?~CJ*1~s z>|`2tnj%Z^pUsAo8ayfEtfj!DjPpxAj#F+By@Q)wTYTSry!Mo=V^SPz3hR=6;Dc@WK zQ4dEja@ts>?xCCK=H-u)mNr%XI6if?Z%@fTus}lp;6#n1CtfR&paylTTW#2lUln&p zhWyueMR+lv9qs9)%X+7`4Bhksf7JC!igN2yRi0Eh+y7`^xdH0X)RWz%r&sX3VW*w_ zRXIgq<)(v^U0`q5u8owR^5a-tiCqdg~>5(>!aRhWBIF>z2;2%tO7w zM~=Q~Q}LxbHawtj*PapbDd<;UZ#neh92VT2l%Aq4Lg`!5Q`9IQ z^({yrP#+$gP?tUZz*4dK+;*#eyjg{jICJu(&hCT$GcUZX>JK_me@xI0Plrxhda~U0 zA*Y3+!58)4?MjZ@FRl~6O^}pjUSGGab0>^`{T31^H%rQZ^~J<{|d5H^Q7`~ zu6aN7p?hocl-|Pfq)DKil24(U70r^AZz+P92YJw5cE~Mt!i%Z-o>bi}$Ny=yX5zbZ z+*2WKBwNu>+1k+m;((?+!*?tEG*8MXgE9om5d=T+pvFH5bkha;!OQ{od)s?+PmyHl zS(flT2x2_)pgl){XX>8X+s8GXA0;gfy?0hmar311-`n4^{nPZc>*PsySjo55WA7bO zz~6mb7yr`qX>&RMf-lMw{f7D5)jsMNS;{~3!8|P&wsf#&)&7*NwDb{*H{UqWHg28e zKiyIU8@FQoyRnK?K&21q51m_Um(o<7R&Q0{C21*eVA`#mx0dq*2+|*%r5}2xls{Bn zWrAJ=F^}+I;-JgVm6mJH)S2EqQo;ON{Mhk5`qvX(H!8XX%IhmF=(9-}))|$a}s+d=DOwH&yS>TUT()y2gyiwVXf9 zH-)98C1vnA!4?D!`d94TsBe^jtut~p>3vN(LGh8tMs2IoK)2McPT!jngg(xLnx{m+ z+p#~4n0!hZM)7AS2VZwxJc8uE8>>Oz>k|Z@^PpyFT6=A~xfd3kQ`%E}rGYLvE)5wh z=g*q--G`uI{&gLzzE-YpDz_x1{3R*>{RU61xBu5(($dqL@ahmW&tJXv+`qhh+j*&f zzRxoH`#&ag{nN3L$t^uGuhb@d=y5z4nxS!uQsvaQ7uebu1>-zZ`!CLak&VkQt^chp zm5P(4GUVjL8NKVDy4X(6zgGN*o6?ZqcQsFSn7^B{xW#*-|E$Uv+1hBVTh1S_l!5$`H*GcjgE2{bbLr0o$dgy{#d$cfB0RExic8A>sKFH1uEM+-^@)SjwUO#xAP zx1+bq7g;iFn(e;Tqk8&Yda&7jvQdF}Dir!}Gy2|~Ao!dIBM)xBuLjXeDVTr8(Mu`L z&VOm@ACB^zw)6}Q2VY4808M|W#99*FkgsO>mol&YxlcBoSNtj6=CT{Iue`uLJ=6T% zioW|1G=PK~TN73P_ahVcoLZ~2rHH5Xd)>G?xQn#(Y)#+W5rmxLLH`lzKE+Nq4P7Zd zAKf$*?dQST(0Al-kpBr6o<3CIsT2GU`6u*WXDvN-PYdRaR;%&zFs+wj(l!1LBsqV@x$0e z>FEi2$yD<6M9H0QfAF8&$fosYH_E6xK?DD~Pl!xW?i2q2|9zgqN$r)wH2$pRFK)_U z{*j(;om~H|PwS>XjsKoRcYlJ0^^2|kt*dI5QGLHE_vcP!AjJ>!Keln#@IEB}y;(2% z-jASR{T3NkI7NDT#QM-v^Yq9)%@F_eCcHibixcD^WYWt=N}#{6^e;=_$HUTJlYiFx zf5@%`@ISxVvi_b%Qvc{n-~9<1>c3)Aa=Z#pYv5nuX`q3=qpEdnmM2Go6zdxfrLCN)BC(EZ~HmooA;ig{gDoG)x7>4N(ll9qMvwB^E7jZ^ydqLhVf_1{p~Du72VXp{NtnD)Tkiwouwaindi^pRPL7q(N8?cvbKMy zgpsFEjH@KgQ>gAKegxr-B#3dwgQ2IpB&Y?+QzgEq*Hb0NFXX3r{p@W0fp0!Qbq-(m zG$i!zER3pa8%2M{5j4ynetkP8DeyFp_1li0Znem~TKBX*n()3N2tMOM_csOk3tc}& z&)WOwlsxCzw$?A=kJZ=$m1Z)NUtvHytga{rOiJ6C^w{)YhxpI_cNf-=h955`P-eJ(Hke|1Q2}(*z}Q-OMZf_lL>-=bZ^tU+sF=LDD~+@MaJ+ z@L#a~%Nwfr9Oi?0O|Bm)y>snvrr(Vby5;yqI_wMF()7Nj5`PvYm`%_i{{oZ0jaI$r zrJ$S?zp{LiZBw2)65m<+G5*c-*Br`sE7Hi3 zCA>u+;)mQgcwH?>=jYHLDs8D*{QKFpB>ycSyoCe}{TICB`4biEN6>}!BPF-wAG9Cj znq2=-2F|u0 z=DE4{(%G-(4Pcbqwv7HPCkQ#ugMKS6TvmI~OPSDL2H>SkN^jMEel&le{V{(Kx+VW2 z9q{G(Jw>b}xQ!t6d>+)!PZup7uzJ9P>k9O|t0UZ(J+-&1&uC zK`Yn2yejQ?rXKumliyo^M#*if>CbwChWW>@;g|m?Rm!aheEUrIG<$j1ta0T!wUhn- zBjNo-5cTB2#Q52-)eCo@U&=G!jI@8L_{qd734f%2{e}n8IJU0D|CtEcNYK!K?B#=J%H!5oKAVyC zsK{zakSDSo>A|Ap{=BZze#4<;N*PE_)ZZJE-g{W`S%z+o*TVGi;YHjpg_~cICph9T+9IC`>g6(^UGl-! zrKJ4XN_c+~G{~>OhW(=y@%fYw=6|zcw^jR7w$lE>JpP@^Z>sMmJ-vxlHz{%n4&^G&7bQ1Mb2=B4iRQW&WNwjG4Gi=c7-UlDgv9e$F< zo$q~4dYWJG*mq&jW*^yqe-qwLg3vR0PPj0zjo=gKgIeP^27Yn*gh(EKS2ZkME2kKT*`m6pBO&{86|hJ|NeXXp&YcI+`p#? zJHdYl8uo7@2dzj^cK)5IZsR|%$(Lp-jodn7as~aRngfJ)f}o-OZ804lsDn@S`u2XA zYf3+g&%Zon+|Gc3jDog<^yfH1L;LxEm;aga3wg>1U1m@DhX^l%pn-q=6Bb-h?c^ye z7sc312yW57YN!1P$^#@WhBGN^51t>cgL$m7az>_PQKX;4AK_gwh`&c=RLq z`;W$}_EjfKOx(0rp8w;ec}i~C|5!hw|IGaFto(ppWOjI9g^!oU!T;&qe?&dO7mj0_ z*(a(qe77p!Y(Hl9lzoyiiXmv2KSM9C_*3y;;>6RvIT{@Jhk{?%#veu1E2{oo8 zi~3bJW(;!G@y`(6If4fLGi2A5r)vDgoQwCZ+$HVLHBU2%?HDDuouxmK_@KkcYttVq z&FTIE+F#sXs3`f@s{N52_~*avf2J+JqNsrLC`gBzr%qP;cuehVYo+~Bwz?C4sp8&( zA(<8Z15Nf@%QR0(Wu3+s<%EVq{@{W?%D+f|E)g`y4_E)Dv1($#2KTt<=j8Zbac6Pf zO?Gz%d@K6XJpZN)E)$FSo9*X5VW8_O{kcvM zdL9pI`ww~YjXT*oAWC{V`@P8fKazShm;4_~c-IIT*1wT|hrLuMuQ}df^98%yzn)RB z-PT-h8Zk=lwETwr{BQEx9$u0P%(BxXpiC8CS$-USk0*$6&VwljRvb`b>HHPn#rbPV zM#(MdM>^1-Uj6O=YCpy^x8lDP(@Rx9-Pm(!e{EfVx=93Pr3u*}e-kTpzMzJmEuG1} zIaa~^aI}6U`{;9H80vM4{=m~5^lbiFvme-Ts$s?P)#8*^l+O2I^8!IPx&0Z1Zxeh? zun0j8H2%Z+cOCk^KJwD`AuqY7R0`iAc$c7o|3Z_NA5a45{HqMbpBuO}WM0=}dyBS`{(JQOAwlTbJm^2{)jidd z_TQn`{XFP$qcf`-F-mT`Pk$Z|1fTL?LcgYwD&!yZXQ6)-V3gdFe~|9K@-IBKr=@>A zq5={L8tZ@SNrY;f(sc2;2EWPur|4hTb&ULlG0^px{yZUQkl)c8V&YVInnSx>`Q?k5 z7pLp{2hR1sU3!|t1!t6Rg>Q9!{gg6FB50WZg1)YZ_0M6s|K%`yGCEwbDj#&B|IFu) z&f=qA%@`B9+FR`7AhNVWL$Jt5a`>Myz9xiYbE>g0Bb~>K{;b z(&0^ zh?0}y$2P5=eg2jzjDnW!m!_wE%D~z7%TDQAHkz69w>A}=E+2HF|IFhL9%A9K746LN zBF{8RQLuhR|NX7m|CE*UhZX(qrk5_o{pS)+(~tct&~IM9!qe+VJgwS~=8aMA#5N9} zHt3o>f1WlnVqw3~da`_Yh=s>iL;ridxp7vV-tX<(Kj&VR`hW1U-nr^*_mucn_2=!V z{V;w-`@1pvY{@@M$$k!W)q|&F$^agM;jtCzc(nV58Lw17;@@nPeoQ*~7xQ;o?eA>; zu`Z51daUB21A6;qqj6uDpke-r?{W8@S|c#Su(Hq3E8h|QBQot6TlTL2MnPM4!pr-i z{O~OE?FDt|(|Q+McZ-wyPl@R9Ig1QxDe>VU))jOhV}Ad0-Jb0#?C*2X_hH}rj`7b` zTk=0V;SBh`>{o)=UiJzbF+z94Hfn5G&zP?_?`8)Kt|9buoy3$+!x)$?) zL87}5LBsgB#aFql%#1ASvAV?>slRS2HmqgB8r}ZRiho3N*yT$-!f{eH*?v~|Y5E_b zb}mA6mmz3a|AnmXa6*~crOu-o3nG*el)hIkx4*6z=r7AJN_eFSn%8fEO|}<2p3&mFLR+(;0SDaMxe@{{FXY1Ad6AC&zzr!Ye`0z(2Nw z9q+5-BIbVnX2>Nu|6Fu0)coZ8+LC^&_QU!U{PT|PZ%}jC+^O7>1fl2fc-LJ^UMul* z|0x$Cm|t46Dj(%Q|B&~`DZ&ar`_Q0&@3~!(FAbZ|U###&G12m+2DAR+9DZata_SE1l?j^Of%&rL^MrcPZ>af65Wet>gQ}|M5(T zu5{*Ai-S9qHuSy1*E456%GzDxJ4Zi%_JQzE&WL@ny=+H@Vmztb@&pa*&yXsOZm9l# z=Qh^;CrX}wj=Q$D?wzHzB)+rdWBp*ZKd3Z(e32|P9Q5xpy;Mp*(rs0Uex&1g!IP&&D8plpwyL^N*Z;)*zfw%(YrX%4bQr(p z`OB*Q&_5v8#r|JzS-!)O*~c8bS2a3#=Rz$<(fhU6o}JIyExqiwCTTvaJAPS{DdFF+ z@|wfYX>51&pb9Cyzh*78_(?3d{o)yoij8Go@&&)c&&vtz-b?`do}XVo_%47Pvgr=( zq+cqku$bp`2X&<$y<5{i`(PHvkB>&z3}D&FVW49>Vd<&vYz)1CfiN8S35S+lq{H>p z4g*sZvppsJBf()h_6y)3UC57Q1$-dR)2g!@Th~_Z(zJ0eP&%Z>zA5C->N>+_ zWn0gr!%_Ivfqfmq=zl=OoB5!;*S!lq8+$U;SJ)YKV{j-xj_!>)+=fh?+L-mw94ONL z)2nq^InBXeeWvjf4~zUuF_eq`Ft-={u^=ApQ$Ljh%hF8v?P$hu{+K$w8*5*&m+O~N zO=WwT=LwNscQ`8jfDnOjAS%um8xj4wo(Bi5=6H=?@;8$Fk-ENF7~)g+U$Sx{xq#>U zU45Ct`MpobaMp($eoxi-aVQfGBkMCw-`?9_I&{qGXdwPz0PcYyyhIx>H5eQUga6=A zSkzy4fQ|M;e}ZoKH$Xhv+srT6hY4^r$iTL;{s{pMRq(*2jFr1FVUO?43Tg78i$0z-hv>QkT9Lor zeyAVlK>6Tb^F3#IZf%ZZ9pihL|S%1xea}O~;aEHh7 zd$w0f`m`%^Tu172uL%yJzH&^33Z3^e6C<9_`aRvwPmvE89zXmO6d1BIGmTlNGGnM1CJSmFA`5`^>|4w^wq%G6d9o)}L0$0CJt!>RJI_$Tm^^o<`#-n^N;1lU^ANdP@s6_Qo zP(H3N>f;gm3fcqogD#=JRhRsV_-5L!f4-Nr2l|k zk>7{%6Y-!!;3p_g9rBPr0E4iguQWqC*b70Q2fgO{VY~wGy>qfcZx-)a5dSUP+c z>mOe^K0u!+--Vg&NJKp3+lTXMYJ9}!k^Hvs>uy1}YYb!BJ_+ZS7q=Y_?^`hKyqC+X zpu&4wXHpp3t3626hQeM9`mMRXVtrMSEp`aBj?JXJbTqf)fr`}ha);?T(+hc> zpa=)?kY|`5++{mLex=6O^#k+yHQE#9VmzlFk2*ggfAAyZ8OlRg)TflB%RD}z-=JK` zU(6@aUy&ak1WC<*kRQp4`CJhBqJC&!kslnaCn%_opdb22vhsM@_^QQER+H;J&=367 z`Rfmep*+x^nqEDBjBn(VSJN z3lVP~kNSEO4;Y|*QrF*A@-NCodFU^+AIdlHn+$audX7NRdikKE;j7S zTCkysy(4zliXA)luGrhEsI0wUUAx#((ZgD?tYXIs_U?iO(Y3s}=gcqXa9scAvd{B= zc=*8FoMe(oGMOZk%mneFO=cge?(WM`pK;^vj@|h~B`FW^U;^47VGSSS8S>kOhnn_J z=KVP8qv7l01N30NMg20RbYHf3$}jRkk=0Xs>>u}cOS#`S>m~6Z3EIQFJ}^HBqqRo@ zt@m6w^fM@5i`O62()d~LFW`gz|H#4r^_4B1{wEy#*Wd0p;H$?S>u(n?Jr18%jTf`o zNUJH$w9V>m?YJX`6-}Wvw0iu1Q@Ho1cE_<@RSFx_%lt>bAa?uOmy#2XMzcWDZ}#Ze zzvTKs^Cdpio}PqnINlBZIkR|(b4soA4~yPn*Qmgi{kD|*e&uwDPh?5=4F>fxuYdA` zl6>^e=O5TLHlFa`-Z``X4x7TMILqU8q(eCv7Wj^1KeU^n{FtM6v2}}#h}7Lfzexyev9Y;qKODQ^SkZv5x`(>o(&PQ;r>CWR zd+*G*7q%?fOx7RiajazEKbI?w-YFbg6kIesP|Q(mipCPwnPraIP-# zt;&aa7moLmdc63!Mqu(OcaO>A@iTV!=AF62<*)lk_jXw%K8~|-tsP-ee~+bMXIO8# z-Uj|J`}gMw>3s4@e5?B7dLZPq`FfxgzMw<==?|Hkr&Y-NvRXnLx{=;#65yFQY5W!(9qh7M|=|g`xl=nJggg?A)j^zcn>G(Mb zFCRfe`vo3&ze>pz_`cWf(NPT7pI!wF-sGJpK$f42@Z1QZJ|gJ$_Sinfzwyv}eCrk# zMDZ0GtxkU|^J$UPGHKb+hn0Y4A@$V(7>D1z$s_WP$_I|Yn7DX*vY zb+7*2i5+D)CATc!mE5DD{2^{%3O;=3`1L-moDg|DkL?f2&rd%J62v$WL7y=L9x3Z9 z4+>kk>;@Z5@twNP4h-qvjZ@H8fPT0Wgd7*akOLj=Dm$Jm>pJ^Qv@{QSQa$)!Sj$G7 zl3UjQXq6db?|bXdo1|G&t>&Mtt2m4wlllG8jV1N#B@g31XKztNmp_GwkirBZXGPGr z+KUfLturfKRzJSPnoxZBdhf&I%eCVaw4~pBJr(Xj9mV&Z`tWMEs0+-85CT&bUp;eP z8(Dr)`tCu{ApgT-JKk4(-P;#;y&Nsw15~I{;@K;m1KPubeA&e68#OyZZO1Z4;s%8%LmC6*m0^E$}Y2fwt<^~J4%!|jLiF|R;v zjqg_UmxymTv;5uL@_Od#p$EDZxS7QDXF!U|n18WNMfv6EM|pfOK-XFCl{z=7#=NS1 zjJ2fiCHkaz)F!n)eyr%n_{F?z9={bRUrx{6lp})vGcvtlAty!;8hB-kG|&BfChLNZQ(7ju|7uYFgVbZqrksNE+EZnG z(4pIQ+i4}JQAH1%??vezt=Xl`9rO0k*PmAH2lptbm)Si^6)KMr#6Cd;gQs>qOP@of zc?Hylw4AY&zo-t%hngARt>{NO(53O8Gskx;{G;Sv66I^|RdPxEYLw9=g4oB1AWyq9 zf%&Z1(`N4J3v4e{IBV0g1*_N5*KgGc&yS#a{ZXZLj~B^`ooDL^|M-x8zd7|AC;10_ z(U|ZdCq&R^^V&B`)~ud4lixqUS`q&J*`FpJ9ygLxa$8OMQ4b$<=ytL|l#(~L()*US zOVYjNsN-AGZm86RBUvr_QJbJa{ue6w{Js)N?T2|SYwU`2O=Buce5>}4n9b+^z2pc( z`>W>RH%y%+j{4RpPil3Vg0A5dfC zdwu%RfFR_g2&(Rd!&~o~bF_!Texmrlg3`_@G^Hk|pe6lChxtcStCyAd4JiTECoVt` zcaZFtk6^^pu@t{o$S+ z?P|W>?^yro?zuFzuP#5auIx?(VLvB=>i!|n$M;eHIa?X7p*GB&san)4-Mt>>6<@+f zJBwiK-WnfRY|TMCJ00D@o>BaSob^Wc|8;;I|IO%o8-j-QyUU5}aV-3HsiW1Ou9weK zR@@#|_WND^C4O_lYemoiJeDMjS9ky$6tid%+d&bv_T`xV=1DJ(bS>xy=4ZqB_j#D^ z@2{@cZ~9l)>qEUTe$Ce?9qT{cydLUr(EkhlXiX4&DuSwciuO6wYc<6O4n7-@rG_5_XVpCVI_DX~Wv)fk&~Bg6jU&3*pcqU7~CCAXyC<>lL3`@0^J<|TzM z_DEi~p{K+6S~=lim={m0*An&hvsL>q{zv!HS!DSgsUqD7rXwhTs(&>a@d+Q!s z;-;q4-HUXh?_CLEo)f`<`6HfMx<~6wcwGplA}Bz3qpeRBEf_A{qy5|U59D7`*FPW! z^4F~Yw`zZwXP|s-{!GS^uND4Xa_^8BKcmC=CGbHFmJo}jY zuMGK4N6Y7RHj3d>q`&SSp(o)DC1{o(%_?GTrXnp_Ci|~3AH1xkq z#KTvL^Ov##`6fj(jQ`M@UrsA48*@r-IsT9i`I?Uz`%r=b1P$|#%kd(wlv%5ueEu?!5)2`j1qe3VbC;AGl@xyz?02Gj zG|NNZKXq@Hd_$L79LX@R45kl;{fE!OjjxznqXTjCn{1K#lc*2(I~OcpQObWu=}$}f z<2oYBx5CHy5!x@Q<6kT1QW*HkUA+cVilh8t^kXzZ$Y~LD+wb;>T@Tvvs6*6E>0W90 zpmaT|jpDNY!wGK`L4*9Bn!5fg=1b3`W}x^%(P^*Uh|={}Bk21`f>@`Epus#e(hKtn z*8fReKVbiWYj{+g!{ZZL9Z~SS64oV}d0r9jX!%G7 z`px4ffD()&Xjp&RmQVdliJ<)_)-~q+yA}VUe2m|u&Y$;b{sO*v|2TmPm`D(E(jHtt z@h@c;J&%g^8@>C>-Uic)aZ3LGz5h`T+7H)<@O?7?-I3;(Oew2^v%)p;YKc*2xJBgrgfgj!~Q5y?vi8>J>^)hn>(V+y9IN)U^s$0(udyW*zjj2$Y8{s8`?p`|`%HpH zVAr3f%P@WW!P1coa;|g7qG@~8=);lDivF`Se!#zG_k^=3qj>}k>!-+<`(G=5VeD$@o?>3HpuUTTHI?(Xqx9pP zT&4ePBU%0;DtGbM<;VDxdBYNN7W%ub5+U8YCsqFbv;0Wv{v|}Zw=(nZQlfhUL4*8t z$y@6UtMX|@t!W3Zu<{f?_-wmLWBv8>hh_AA6+y%N6FH^*Bjr%Hvn~@YO`fI)Yf|ieN~I!@@mU znRyFB(nZMg$6p%FOgHW~ANf4;8p2yk(Aa)ycD`Y7PXqY__j1YX_xR(jpI82-d9`ZB z=;-r~x_bh-{#5b3`0qsbdV&W24eoL#UI``l#2JzvlJK*e+^6=vA6i`)T;r&$A*s%%Af9 zmdgLu^!wBEoLK*SHUIvzdx84f>nE$9d`ghttZCI;#NPR}y`64M=h^J^+?>usRc`@P zc?xkKAY%GN9vP4&zQLXW+*6Fohc(CX?;hH%OM37TDwzS&It10p{bk9rGwc2MaEga@ zbq4$X=tEnw&MwaF#wfj>wV~Vi2@KW)$OqR^F)VR=9`V?2AzlkRaom&K_Q_4&5IlMLbX%_a_4Ab0D4KP2OAd7n+8gb2WJ!uQ&w^WUt$#{$ z3`@IIuv=TgIv@Oi_5{6}wUdXmzQVN`b%q?zJ3R5jhx*}(r30FLVZy_An3)h9lo27 z;mpTsnm3L5lHY2P^`(|yJUdOV9LuojSPK1*^0ofYEAxZ(5b&+|2l5c~CvIQ!cyr?B zV~$a(wN!l`VV6H*`%{hT1MeyGRC!i~!KHRUpwp~wH>=OJ`nz&i zLxJCsAHv8F@(l54KeJjG{HuA3ahKi~&>v94B44vwRm)%Z#*(-^@OviePdAQyP#^Pn z*YI_Dfc!xZ!jS(6BVRzM-{1`f)^LbNe`xZ*AdMIB2gW0;!wYcWB~z^nn`+kmHG1%i z>MP<^c~2ppx;}+BBi(z$II?#ApjrnbKCk8tW%qkN>Dyw^hxoGU`a<`vg7pH*M}Hzc_#g4+{{4@v4=Z+AmGghY`Y`UFtPkVJ z`p`?aKEx@CVfP++#_KnByX~{fC%;6qCZrbY81l!o$`2QFG%I#B&FKSnsUoP}K3ZSk zOTJP&Z!mXC_$h4D4~M_Zl)F#tYHAR^LHp_QQ|Wl-Q72=CYu#?M&7^MGQS98Du8Sv2 zd}!-_Cj8t41qdGT?gd-pnm_#4AEMa=!r$;XGWUs_6C^%%bvQLL>^?n8w|=i&w_WXj zar13fkMN^PxqXT%K8~XpXf>c6LOvqicj<|jiY>@5x>=9g3|gr>+p8|AmA$gWhgJyM zU4!-^`eWJ5%*99YM5{2)cb*a$5;Cot_l^FQ1-3D+ukf zVfXLxB<#7Ok)=N_X+Ax1wEZwnG_j^n!;a#EPq1vG=Cag2;q(*zZ$AA4zhm4Ov`4|6 z8}3rJcHWmRtkrE+hWNihfm#txHFfJP@GG<{hW_&@+B=SAy||}-#OC7+TH4EpKm2vS z#2`8T(B6JRnp9Z;t8b|?{?EJV<>w$ma5{p15T66WhCX1f)c)XqSg$6n{cX}ZU0WWw zJ4`=LAJP8i$4#x;Ppw`+j)UM+EE}oXwx8%n5rU9I_Taun@oZ|%?pxFPo@4VVeolsb zRU7Z|ljFyYz84?}J`h3GIqo2GE5_fAA05&wTqiA7zxEAmp(KMz-4Vhy~oMy5jHs^VmR&f8ssn z#jV1fWc?j#e}UVY@JEYXexvhkIR!20kKLB-V3qhi(mAzv)vW&8Q&*Ar?vznMf{j`_m%k3p{r*pk~ z=H7W*T90lRc&~89X2m!qx2!+XVg5He{jj1RkNW`MEI*1;0VN1xJ`us^)khs>P00Eh zOZ6dzIpyBMF}*$I#R39<#CTk%$IIISD>gVTPJ}f>~inq+dFl1?;Yg`zdS+kxd?{$ynl^ljjZvhRgO^UeWCDo+dkc` z#3cQW_8<6PRUZgvj#Qi_|NENwZ%M()opzno=l_b7Q6++y&qPqYeK?42&tUvVrJc8T zLd#qZ({J^-f}{1v{A1?dq~b%(;b{A5=^o0{Qydc|4L>dn;~!3OfzRnjb%KWR=fdII~qf=RTVfcFo`kEDA4 z(8vmx^3&|3%c}pd{y@8!=bxHX?*;_14-vtDw9{WHUUB|=Z7DCw$1Ur+y;|`4d2>$5 zZMEn}U4mGrilFcI!H<-f%C_q1yLD~+#dW7^%%;xYCkPqs2Awc_ODqv@axf!`UH*Z#~b{F5<-vrV*jK)?yEoUsrDZ}j*Q!f z=s)xA2S@2g`~R!;PeAg6z&ESCTTs0R5`;cW1bsVgk7dCNQr#H6<~SQc@h|v*R0DqN zBip|veeXihpg*+T`VztJr@fuC!o|Z3@yi2NZi_Fa@Bdm6UI&6`ClU1V9lnz#EJ@$F zdgtv7^K;y&mi1hRx8aoB_6z-JOAzB!1l7k`eg8PnMzsZ|8n$ZPyKP8)`ZuF zph5rV=J)q21=b&^7py-hx#jxfpKmWFuN53Cw!YR3}BmL+^&>%m8|IGbD38&k$XqWHSXCEJW*InXU(U1NEUz+ug zR`?oO`t8$yr@s!7x4&@wOx3k@r61i0n)PR!UH?kcZ0=b(|MQ8@GGBe(j04|_e$3yH zALjX|J7wfY&@g_2^L2TpMBX~}VdcyS>AkM>+Y-Kw&op(oe5>~FLFM`rH0+=K-dBia zt=jiZR)5JcdHb__nIplib~Tamt0&?0BWUKofOY=qM_ioGpdbFQ*Xa-|)RbcfIW9z_aqO8y_qk3N)9UxJ4DE4*T{w~F>T)C=n`9M3vh zKGLE8|K0k_X2baTcl>X&VPA{uT%fBz{TM(Ha#{pEjx@SK+xqLW{^s?c75}3g)c@b^ zzfgbk`e_gqFq$CxNd!a6mwd!3lKci=7fV*X!;5M9{(Ugv4I^k+zXvSe7AYSW#r!cx zeO$CWr{uOF^kXPNgZ#Apw*Q6lkgPXAm-%sZtMqVV^%yNG4 z59L5EY2(lF`76p~ee|#N|H6AC+7H(+LDyLN5lGO$KQ8I>Tw>*C9oqji;2JAN4X|(Z z)i0rErf}c~(2r>Z4g4Fp-tQ#~_0DzqUDmU#ImNFj({^})1l{_39DN^85PT|vk)sO# zq4*vOaU2bN@}Ej3yI=oDf0ZPYWI}Td9;aN4xHj-fu1qnOiVdEnR=- zX#KIT)SSRqMuJl?x`)m3=oaek_G1UHOS9o87{&fc7%_4|#E`pDPr$1q_;RAo1*jv|M zbzjrA>y82Cd`*L8N4I?O%SW}jU%CrbRegtzuBjx{!nmK%HH$(M6(3zi{u@EaSv&rROz)MA@-!IIsL(4Y0_0)%vTaLVaqRWp3gtwF+fYSgwAEz$EhM}p1Tzs7An^B8Pn3kdky+k#-Yw5B-jB}K z=~;2kk!%tDSWM73ezyJjkliHfH?-@&wSIG={LR-At@!_&)^C)b6~2}%JPhmlb?T!C zkkN145q%Yg7|FyCgrTjWtY~|-)2UO-r zW>r4YL4KLn-zzD>DuS3NM6gw_geb*7#Cuw;=#%pNI`@Fd8@szz;*{L7{cwK*^2gkM zt0|*31P$fe##flcd}7>w9@!y8o?qt}^r}v~E{^vfyvL$^v;1?c{lewrw3`0V!{PdC z)q3QG_BZQqey4h$B50O>uU!2)-)VV`1(W=3b$;N+x2bgRjq3?-3qb?_xC~DJK{>R$ zHd5bv(-6%f4cO>L)v6CR`DS{E>=DuaK==>G(`?`AmT3nXDo$z)LG|V5qCj&RK^)!E? zUz@7lTXReNq_$sD&p-b=@;^jAPHxtp?528$5j4!d!H2#6W}Z8K9y-MBJiATtbr!bw zTYOaaezAwX?<0tHt_X(T{rHT9coyxNdCWO>jpAeWu6JHuUdP`{-$MzapG1)VFe;w4 zNV#c3*)|s##`%YJ8)j!3+sonhUsGGVKZfYoEjp7(Cqc?0{I;tS_n;j}KIKBu5%`TrgLM@U#nDzKya$YVWO z{z3YFh@f%(o4;Nh3#I)J#VVQ_cmGYPD)ue?BIgTvV5!Y(~Rz4VE!=cKf;Ob zKL}!+ilEz1LGP8UOZUF-SokROrTAmz|IXvu-Ir6);r2(rn)UaGDWj7F4g4Q7GU@}1 zr2Tt4ia#1MePZc79c23*q3_2D<{&75y8e&(*dkNQp4(X)`aUZ|kFHfRwU_uu>H9H) z*$4`t-hYg7`TbObM$1@j`aa^?iBBJzx03i)?T_rL(2v>e){T$8-kjsR75*sl-i39| zK-GI!K8b&VGKwH*Xut3yu1{IkQ+v`@*>GCk|7jF8aryUg`uMXdA9SMpr0)Np@8j2( zKEEvW4{19L-FNk9VM)JL`DXor+57ovA`tS`ApgQsHMz-r_WG@C|MsTzUS4fsr7QVj zbpAO*__qie_Ah~zO1@`T#@8-2an)5;n&SHp&px3PcN0zvGP)S&Nd=Fxoe?Js<_mQ`Q!1&AfW@z0ie(n%lT>KuHk zEH&*PwAUYUb4qS0zy3SxKmGhGsrwHr`H6kmBdU<0{R5kxea^Jc5z_l>Qs-Z^6Zj{o z`(NNgE}8eQPbfhwK|}wCFKPaarKi`UGEjVL_5QT3e}78f{~~A}|C86oM9mm+Rr24{ z8`Tc{(9u)!&ojb%NzlMQZi_;1vS8EwLG$_JbHaN;(4hZlHMCot5<~X~ur6+v#QOtQ z{qLCk(fKc_@*Cc#(Jz|!((Ih7YdL;!{)PTGpMN<<|3fK1HU81v64=eC{g!_Hz-gSp z`;g$BV&yOOuX1EMpDfJPy;9HM`J)yG&#?{U&(!OL6ZwREX&O|V*`I$9?q33bAIU$? zEadTIlt1?u_tn>W4dwTvx)w=j*NZn1*6+JF58{cvZ@{}vCh4sM&4cZ}ruNJvn+?;5 z)*UXquWIe@xVHkc7&n_`qM0yVd{*D;?!i~uz5Bcy$Z-tnXZLPUdVqX8xd(+YOeY9q z|4ZHbOK&pp9)SA6oY1V+g_u}szpuH}UwR*a`Vr}m+PxW7_5Wu6T6(lEyd%Ujvl&~y zM*~*`74J&z@5L`nxcPQxfzI-+C+U4es~@}(IPuZ$=jyNg*im|mFq>(` zep=q?%nC0VkGF~8T?6fb`r(>9!e+Cj#Qozc-%3aOYUzu9MKAcpY{rB3G!Jit5f3^& z$(sSL)53d_-8o8FJm;D>gQ8r9)wiPa$gq|lyno=W^#rE9{jM)hVeVnBuNHRxX8p|c zf}cRYc^XA~BVMbYryP$bP2OsdpVmL|%zUliOfS4aY2KR}6Tjx=xK5#^*WaE79a{c) zn?5VYchq0={!~(a$Mtf=gFcLJySVzkV7;%rp`kvANBbd+a?#(2*YY=yFDFS4_y_HQ zd^CAgjxV#zldV0u<~^qb&uq`IdN)a5F}wG(ajoU}R=s;v1;0FI*p6xWV?63_jpMp3 z%7;8f80`bPw6Lp`H>Xu^V@+fj-bxbV>-9zc$Pd>wA)n*y4B&+PbnhbIzr^0(bZ=Ae z4x)`GAEF1|s`N1W<6G@vzW%4B|2F-&Zl~p^^B?*j^#uPQ41UwS$@VbU2kilRwXn_~7=M{mZ&~Ab8+Cm2v-2dkKq&38_&$g9w#ve(R{-`-X6JzOCxRy*mny|Gh8&Y+p~` zs3*NK0w3*-_BYR;C{M-{A&`gJ@`(lWoj&}&-96&+TKvm*!ad`dKGIuSP-lgNqw#|ZelD|{s@?LTwIl?Y{m3mF1r5w*@wL9cJ=!f@FE$k${WuiYJ4-gOj)B4AS zXL}(QnCWWq?e+=rS~J2g!?W4PYqmzx8)a4sqdn}-DyuiGEyt(o?X*ly6aVV%1MhaA z%RK)kUVkJo(1-OXyse?X%<~cW4e@9n?02-VE64g3?SXjE1&DZa81=_@$crgmhhWcszT`~6t&bKQ2`{x`gj-S{W(V>dMKW8t2<_c1qAQip+2C*CQUPHqgj znGns2kou!Uy@v&JuUyQL3|cX0ji99$@iC2Col(wK%<>`k=i96%A)Fj_CHZI1wh|v& z5om`D+M~eJP2!Z#wIUb$et(I%5&o_EKIP_JZYc4IEE`UTL5D~l5>rU{j;GuIh{x@J zx(s5ez0ryd@dBOZWu2Aw2HGREli7LzrxMUw8nn-m_wV0gnU_UPI`HC*ygfMeuVHOR zo~t@Kjv=Q=Su6ESK=4vxhPMMQhsVTH-mF^*?u^cOhfp{PXx<9yuL;H zjz{~!cRVF`u>ExHJ%**D`0!qW_BWrt<5U9LQJm6={6o7fIu29UdufZk4P)HOCEx{_8exYsMB$^E+HV=mh_o#i$kiMacRG^e5GNQ!8I@KTN-% z3*!a14h;S8Q(#b>Qt@!#qnG1uO6$vATiTxWTUbxlAMyrxfFggFuF2jj4e0F}jMJuV zuU^kGSYQ5H)gN?ztNkD^vrnVA8~aIE?<7rr>DH^-a>w!816HS( z*@^C-2tuBSpl>9Owp3~E!9Z^b|6+Z*Qj!wUbf#oJ?fh>+d{ z!H**7R;9~ErF`zC-`QfL*#jED{qKg>-g;{xr{uQ0^aHnpz{hs{YAqkJ)+yin{l5Gr zi=hr%pSr;G(aB~={>?}Dtq5X17s22O;`WknFF#vhe4R*!TdD<5oZNq?=1@t0LBcCR5bFSYuvpMl zHuZAT7o-0;!c$a-& zPfkHwVfs;opke$4o*(!ZbBj1$xA>Av^7gExHtr-0%P7vc+1l704%N)v|x^?Cw^7hj4lGS^Uj_NMk->Upjy8Tj( z@{f6)|F`x5T{s0T*FPhwuFNxXO_V%+b&ZY-jSsIV@k>%hr3f1M&%emt%S!A0Pp>Z6 zaghOG&Wm)1CQa9G-+2%oZbv~*iO(S~MkgqdiR9< zk9t48&2fsMe(k(lR-Rl$FTXSu0Q!vUms49FFyBUlx~_kx-+pyJd|+!-asBqYRsX^I zAN+^6n^7+-d@WssJbl%+ldc^2p7f&$XO-nMqPqq`1OLbFt?_{clclAn@REgl4nX)Hpp@LM`+SY_Ax!0gYS@w)#(HFQzEE( z4|Sp2v!Kgcy*;bnUUIDe_1hcTF+^TY#aZ&7)%vL>WmJnG_5&g~weakhY}dQEh~(d0 zmbV9o-6*{@)+dJ?e~!@~B5x0B{F{kWahCL3SzpwljG7ZP(C-_QaDh#o-uTPvLl+q2 zRE-I{Yu-H7LegKC@Vvjq5B@o2oZ@t4V917}*BI8vl`Hskb)R0FQ*v89`q7XeEtAwx zv8of5sq}Uo_~J~DFqh3aJvk+})u$f~2pZ-;-(SZ*U|H$*6ZmJS+n0h5AO0lq9czEx z`#RL0DBlVn>ko|oe|LLF-@ih=jPe`N4 z=>ygYA{Y?yB34m9hvcaY{Sl6Nfp0Z_kPiKqRQU&dj6d`I*_IM?Cy08AVC0rTaV%yw zpa1ugBdjyh)%mk>XnlSDY)9WaeU0yPY{x4l@KxR2UI$h(@b|<{g=#&E>&hv)tv&td zfDbwhPBu4A30!+1`dHS3a{adB?a33~K@~WXS+(Ck-@eT#@qHjTGuz=7CEnhtjVwmS5@|EnGh1pIIIzUx@|`uI(%{8~!ho4+Ia%-%2j z=zA}Mkh3Dl*R_4lf-S5EdJtYuf(HI^i}U@!M)BwMn)Ev^_y10(h7|6fC#m{J-Fg6z zR#9=5{I`zk5BXuPzhmtm83ufF`}ZM2juON^O$1|S_K9cVPu+$Onij=UQU*U9Xpk~` zpZ@wyU&32WFe^a;RQ=beF%O?LZhe(qB*wbZv1H-Ry>?tGwAhabKR*N2LB@?(b4LqWXG@`8 zb7?5?M^i>)2pa0|_D71l%G6qoAGAGto#FfWj92G&$yZ9^JJx@C|C`ruW2xK#f|&^l z;9vc9q=MHEz`uBX1<9<+$J^Q9pC(DPzSw9n|BNR>rhp(Fxb6{ZA@~@wIY7!U|D=+M|rM9mWqJ?-7uT z*T{Q6W#=IOhj^VJgf;3loxZaCY4rV9f(H2+*e~~aHiWF_p}*Cv=bK6V>4Z0fpke;- z_3wROi6ZYsSpUI$5hb^z|DV^t$z=If{il_q>tD?KhnYmke1Zo3gWKvRSCr|eS`I1r zZ%(seruzpO>GcUpZktU%0trISh@jh;X|I)q zw136=)9YXDU-k8;S^ikHANK!{ALjcPbBXTX2x6WP!B$IW3;lhiHdjjW_0oG#Q|D8Q z4n*s(XUrqKAcD{{h@k4dTl*a9g?81BgWdPMKZw^i(^33fe!t|SPacy0 zmecnY1W}F%s`odv&*74PaSf7|;||v!^54AvbCmzT)qX39?o|X)PZ1opGU_G6>wAzt zweu9}{xW@jS%0hYbFQpWXTp)=4CPn!dUe6I{ZE{Vv#h_>`OzB6Xg5Iv|MP&VV^~}N zIR}1v9?d#Ye3604m!F%_g;UVBmVRs`XwaX#q&Ra<$?rPDXJOsTtQf^FD*Vc}v5hYO z*U|S41P$|FaNFcBSvv3Tk-a>xOYi+-ch1Y!GD<)H`KAKMAKAVSQa7Z==RlRJL=xNYhUxqjEYN9*2O zw@~`6Iv#%cT}*dgX|khr*=;YQ<@rzRbyDYltNW{t)jwRG-#2J zMDK(Do%N&5hINTqf4Yb0K0wg0{|KCy{jswA+?Uuky>H0#w{2mWD!o0>f>UzaUiuMA zQ0L!(QzL)csiax|aN>p8`uvl9O1ethPIyXu$J$@tKby@J_EEX}2^#bVKC?O=W3l9Y z2E$PN|Bm~=kYDEYXBg3agrGtG`=99Xj_q(R_q50KE362`KUmzTcj`2a z<@|M!z8@lJkpFJEYTspi>_F#Ke&^-ucUS$r8+eWImiUggKh_o6{XboPk%Hb9{tx9p z+4+e1%o|fS!{J*}{x|UGnX~!Riky;L&Ywt!`PY1Y^#>(5OfWYP$a{<*dC$VSV36uP z%kld+$PVkGfb2qn$~-u}TeV*|3-4=I_zegj>nDwWa?0|L5h2G38pf{&pBAeG(Eh6w z#mAp~8Z*C#KL1;lPiQvCHS_xO1SPmY5Oj)QNXhKyS^m;ZqhE>jXJLwO`p4XUktrKV z{)?dRrwJPP-z{={tnxhb`=c96-jLpt9>smm-l7QSl-zcbew@Mw9TqxSAWF$k_qQ?s z;Qn?}$N#tZ&$0H?_4nHRrJM1bA$rg2bmLcGm)7yjxBs5lb$3oN^y_5Tdl|Ct)$cF< zNvY2QONX(Z2_Y<^^{zQbdnj`M6c?0sPN6ADzdwcfLtFnBc zh2*^l?GNug|F->;x_=1%56@p>EWFoWqNX=ABePVP@j6K}UbIKz{Dhe$nN@1@Hq3}0v#Dg}2|U;pneoBznD@1?EUw}nGkUYxyxCp@>ql)L z70=A}6z2RkK^?o`(F?8?9cxc zcEr=y4db`^S9w==nm<2B;hq5xYV1tYkFOB@Yj-2GOYQIa{AatHk5dErr$4>BwcSvY zFA?$I)f*tqnD>b20cHIpKcT>tpp(FZppg?M5&H_lu$ z!!9e$un`76=r#8j_zUS0_czSA_3@+OXXQvg(C4>0)ie7^Hw@oh@6C; zQ7`P96UXarKya@RZWa)RJVHK@Cx}PbJpNH0;x&4lWId5ytFJS^V)wHnUL{2s_S5@QlMfy|i=6=BRtNdp-F7{g)s@1+OD4Is(BgGB2PogXZ#TCu z8O9&zG~?qt@^=#3C*@iIx9=wc z0=n~ZsyrIY4~qe2ce^oVLA8Ao3ysj`n@x@R)0+jmcDOQ>LvL5!wkYb%_GVIEwE3Y- zrgANtN;gqjf9Iz0fbos-hA`$k-3V-^|ZiI4?(j=JR^EIl($Y zYcFS+9{DAX2fb!D81d}o(qtu{Zx|r!n=z&Pvc*&C%J53n4MuG#AI$xO^#kYyJ?Jm< zd8Sq+1)c{F@b}d{Wo7 zH}o*-4?5AlW_>v5M}I*6g5Jbo7mob2{Pp!B$^$MnLp;7GcH8H~ z6T8`oXJ&nZhOfJI0Y4!>Y z^zJXUKP{GO3aHOZ6CTvjA{aQk(nh6spNpl2Iz_Wqq$e2@liSs;MG!|ZP@h1JW;iBL zuNi(ExiHJ}owwLBBDBiu2Td7q z^SI3&C7{%IpSP4bBai9bCY1Sn1)f95*+2@T0$xMU>JYFU1Nol`tUQA zrrf#7h7iMidV9LXmoWXBJJhN;UNf}6?ZB+Rl|w!1ug%urD)S)x+5X{!w%;8m%Xf_a zZ(p+oy@iQ>L;v}-Tp!DVLn21sPH~kLr}EFN4|@35N!`r@=*>&`7{?;WKOcF+vNw2f zp+d@QEP>+3`M*r{bmJ%~e<81PP(0+Q2>PDM`a$vCK7ZDgwpZC5iogGHzI(kQBRBC^w1kX#0WxuslNfj^XRqEU`=gKCZ9* zL>~aQR5`rdBftmpjmu1K*8)_>^Cd+MiSJnZ+iYkTZTVbM z;uoND3lW4o5y60|JD#v~^hh)0beQ@`v+gFro$v}0#CpIUJhA;gEC2HCt^HjONjDt@ zFZM`YwxRw=f}`|fe$~{7j>~^M@`3S}R5Rmm9<$l?uG{+XB2@3631S?IVDRR+>kMYv zWhuVu#AlhWu5QDV*}a`MZ^w($cMpPCM~R@@z6J5D6}ibmIo(UoJl}4vc;w0M?s`B4 zUX1X>Qda##JBfgL&A095;?HhwIVIPBk4hJ+&}OxGUBz(V_A+7V~)8`LQ!YfA*az+FL4z>GR33}$#u4Kz2>^s6g7my`BU6(=J zM(&EN+OMZY|COh5D-bk{pWtGDe^BmctbO*-zCW0a%HOlu{mYh&j+g(|=}mrH;+M z#xO5`Dp2PB>Q&;JzJ1>x@4~$ZuQEZ%IT2Ldv}m7?dO>~{@cMKys%vp7-_`khA{J7w%r7mEa9!esU_mfE}m!C3!2C zULDz&Q_!;ix|F|JseG?v(#&LFt?K8hhbONL{*(JpJ0lis&Fd2(z68PNA{er7(?jN0FaGzcanaJubWy1; zbDMt@^RHcgZmP-~5MD!q7^foWn>I3DdF;0J?8t++lc&!nqKIl=z-8DYCnPDUP-h!Zke?zyP-=TcY{acYn zPPZA>RjIvCb{)C4mgIjQ!fQ&Z4td3}U+qHBuKPb@Duxznz*`uy9N@R|@b&>vW5 zQw;n6_Q)a0Z!7+V`~&|a(%*<PqvWu-_SD+SNGo@+@`jl8^^v9`zxB})m-du zlBScHC(2J`=2@T_w`zZogZ5AA{vBpsXg_HtLf4GiPyuZT8u*VNI2NY(?c1DVKxibx z{OQ!WQT*Wsd3iEge>g^esC=YPJ0{3V?dM`yf4GUj_&2+WXis!we{GOI9?Fh*=KjTP zfArg{l75eFpI@)tEZmeixPL(VqyKP>?&$o};#=38=~_caDxecV!~E-UvfFE=*e{x! z-R~*>pt}Dp#BJ)eq{`3Flf&bO&}`VB%u=sKHRCor{|C3_ zy(mFnf`;)Qa^(A1#lJw>p+nS{7=sWK>p#G0F2*$M7KXdgZzlyU-dolf2bGqBe)j$pYgx5 zTz@(`eo7F1wbW~7^=SN;<^$+E_yg@EKKsqga)otyKfL78!Ply`=cD16r?Jv2+B{UyBc+ z?^6gG#veapJF5i7He4HZ=QtZd@t?+R8u6s8*ng<=H|Im?JH{sk?ZD-6k4J3$^&CfI z)?AWiUQIF$_|WlLOS%6YMhMVP8`?iMXS+wr`hAPrhR!=J^~VjB#Zzrf_3<;D@IjwJ z{<{3pQJ6V&+j;y&<8|_y`jp!3uOI$JoPU!3&r$xt{9)fVo)WLrsr@JPe^&Tszje)D z-G5f#qlo^|1P$YVSn=Dj%)RgJn7_+kk3N6r)+Ilf2nd)tUFct z^`xdH{ThCVT>r`aKV>|YU;sg^b41Yp!1H@b&Z7O&U4DO?K`y3m(C);fj-q_}bCiCZ zzsmhPt$#5uji>xD&O|UYAWw`^YtdYvRIP4EH(h^co*Y}Ce-afqnV^CH177X8 zF3dDqrFfO?w0!0QZWb_qT9x05)?b*vrJ13F`aiS>)=zT%P4rKt1TzR?pC^LBMH)U( zd{TE9|6$@bR)gYC4jVAKJntm+kJIS;bb^NZ$E@u4lx5!K+2U=J2&sRonYX>?6Axi# zo}~46co_0cH2#JD-KzaGvh-&rB>&R>@mHdICPB>eBB;7a2q<%+)5@K{N;f|}V|I7= z*qzQFmOHNh%TM`h<`K;~1#PqF$83Uz@f$j>5jtm8>{dDdjojO-MYXfy{D}I` zvHI)!M|pnbApRM0Q;G41`xh9$bBOLe1hLK*LG}D3f4wSwPItP=22p&P&Z#dn|4z7h zCjH-B`aX}KasCTD_CeWrDmZNbyUn1VuX*pvq-GwSY5n2pVE^lGn&q`Ks(%obyOy9~ z{*FAz9(4An`I8j=pP&u$ zPm{l5{Ym=2B}Dg9g68q7eLf@ifAz`C0s22j#}C#;=KBMV;$!}l^EdUMWB5_hO{8o; zs_zPdYY0Nli(q8J$&bu`^v1ER<8R6PXTj%!@Atl}%a35fTTKw-Tm-`x*j}^PSntgr zU9QXd`{cN;CE=|iXqZ0&QrCaQu9wYGFMlt6{r*$V?@#~OE2(DMA<|6; z%tN&GueJUKZYoeOxT#Rd73(m^+W)R}Qz5T`Iw(K2X1Oi#CI3=;tt0q5LC`6JJ|&JM zDD_^oS$gXHHCBb<>lckY5j6D|PC=Vv^y~NUIkl-e!UZ`4hSDj~(m+t-o=8kgCy_GDA*?^9M@5k>DnR z2Kf_EcKLJGh3-FQp!nQ$|1lZq{~W7-NEqg&nxwbV&X0>Z*#DR0{XN-#w0_t^bZsSQ zSpSZ?7=A&iM*CN+{~y!-m6BWbAI@*V7xMf)iTXdtMU8*+lKhWnAwo~0cqim)AOgsPa zAo^YTPD-$gph5rP@A5vDak~EjxztR3CQaO*B>uPJpSJslzrBC(u)Ke>W`Fi(1xi%r zj_Us+UsfLYYtGvY{U`6wsO5{-MooX}E5YI$RVVx~;X|%Ve3CzVDdB#ChW7UuU-^pi zxZ|&$!(RO%_ut=rp4TzW!YWe#7fN{h2pZZi_NNQ6Y;Ly{`8S={?{6izzA91qgwUT; zdK39y%=8!fmYFtz4N)SfS1qcEjihHAILEX)`U43AGg%-&i zEg$O-ZT@wY`WHv>v3`*2Z`#M&%?SRJi8i+{{C zYZb9vq(80tuvU9aj}W`bcpPs6UrR5np~?Cj`M9gsC@M?qT`j(-3?m)rF<%=tUjr`h zIq*`NDZTj%yEUihNIu4`W`m2lI?6EWi+sDP?d8j#Qu?8b(u{dFt359$w$&w54d!ni z4CxY-{}klFOa4)C+vA-&zWT`frv4Hi*ExZ& zSzkBdWmW5(7987M&~G0#cJ+s5&E1@=|2(;7{aaRA!=s*Hx6i8ecUemB#1mWZ#541? zK=1?l&)lD|4uv(hW^GuItK|vnPFO3e-U=Ewme%0&?B=$@n}L>pCXPq5Q6BmmVYF}J zux?!p{+8FesNyBb`ZPkE@~`x5!l$>)IU(c6K^)~@64$62>=~f-gIES8&fkd_RIR56 z$VclF*WZa(7rr7-P8=Yu$u;~^(ppts6C!%#vWvoU8$e;GB`|*Iv%1T9P&22rp2YWr zc{@t(ZPTC1E5_ea82oYM{O!LA59urW8{-H4dHC3=*qNcdrS+(0eO6V{5AO$Pf35!d zqvN0h{pGyJ-7kNMYVy%}SX&Mg;wI?F>Ky4&zf5F}3GWlIeoOo)eO7uTUbpr$ThD3b zyM1j9s9JOXNY=%LX?*-B>kE3c`ngkl0g8w9sPk9yC~CytM2@>nwwzV7`(9y?O}eDxTui|p^j^f~d=hbwjuf7V&n-}n2C znR*QCB->9O!%=<(PX4iS)+WUx`WFWlwo=7Md`Kil1awPW2r>+J97%!_tT%cY!cx_@gh$1CQ^XI+8^=&c#t26$9If(#B1#V{>{pf zE^&Jx9`t@apP_$#Qm;vMl=9~wj$bHa)Za`m%DbtyZyQMm)SrllcLdOh`3mtE-@VoO z*_+q3uV0k*JeRtDXvq888(>RIIiDb(k>l=;-T6a(?oaWMH?RhU_Y1UF;xMewF}}ZU zAB{epKcQAa`IyfUHupEagMYR5&MW(0%Rj3OqkYjnz=t{n@mhZH{*jy`otfUhJ}vKb zW`!5WdIS7}^oiFKO*rN=@GtVi`Vn~8ULzjg6UzhLyO6p5NDq3{`MPOs*}wPIZBH$Z zbQ*tn$at&=wDwG{rTc1r*W1V3US@pES6Y4GJt!y116{s?9`p7>%U^64=nwt(A6XB7 zsr@SL|Ah5$!^+A2!F*VJCHvt-A-Y zLKkc2hXd+z?2CUPe1rZd{MQ??Ebp~n27M_O&Dv2xEmPN;S^XgH?|X9W>xvM*L4W1; z==?Ti@$qFR(zLnB+z7u<)u!`qt`pDP(EgjqvgITEtONy6pV=v~epPVYH5b?-`kp#P z?v7E;y8RdQ!q^`g=#RX)`Mq-GLf4|RCSH-}C&AO}y5wryQ|fOV-G72k2zK0mzxuTwX#M6w2izvs=o zgo_WBdLFu+^>hfseQenSiAKBvmF!X}yC_WoO0o41`vF(4I-u=N1>E`~& zGG$LTd?@bE(*0qp_K)&=75#kIE&0q|n=RG0PRLY)qZliEq(lEnfui!C6Ng?A`cbr} z!1Gz~=&=&mJ?$?8bM2MqM>X;VrM%xnw;#4D->2003-4!al;=nD#$6o~msaS%i2tqd z|8M(`oE&<&%v4c>{wh4x+c@TX{pV7CEpVcc&(J|esDj9227 z@Ny@wmruJwx*7ex;_x*k-0C`f|Lp&KW=TveR`u7a73u}L?9J9*-1|WLp}rXRsE-}5 zeBF_XD?Kv`IWg>CJ~IkAnP_4ZWjIPd+p zALwqj;T|Vx=Li3A{;am23x~cvFVTa>}Q*+#q z_n*4Y+nTXO)BK#0TgsnrJ`+LX$1(aN8`2w$He-F!o>(Of{;fd7?7;PI;Bd6mcNv~eVg^8_?K*a+xscI$n%5Z^xcaf)?p&3 zt{jFB zDehmlI`?z3!#(y$`>{!5huk@Mt_ty=6aSg;N)a@Gm_t>fm4|fy8RJjhe^%>X+H(HE zGijLrr2T~|zZ}0m4EZ59wkp1pv>z@@gkwD^f{C7qLciWTexm5CKXm(l$N1M~!}>;> zKTA>j)v~NV+7s=k(JvH3YX4c^Ux)oS+E1Q8)A%b-1ymwv=>PEKuU@gmsn>YL?maK> zuRXc7^_SFZOUdz5f$%C4G>jjY{t4$5JktZYSV?`Rr(}}v4`ZJLg^8p0hc&WvH_ux8 ziH*N{f31RL`{S8Hv|nQWbK;e$-c<-@A}D~*+#|0QEqGKuQ>7~4wu$w(gY!4CL-|tv zQG}!X2fj8dd^qJ(ouEN}gbYr9l5NcVIK0*MOALI{-}AtfLhqZ%`KK!3RU>Es>NBko z^NOy@6%i`;Pa7tG%JJ*oN)F#2#{D0RUwQwB_K%L$KRgWU^z!635B>vc5W)2c8rDBP z^M85A1|+Z3_UyFl%#Gq_Z5WzthHD)ue{0hBS_BR4$Kz&RWvz$5Dp+Ot6)8WvtesnC zOOV(<(4Q6k*uS9vasL?p18P$~bqE^9pU30}hgb^oUxM}Z%rCJqH``T{{byA^l zBFRtd`)6*8*LUr*Gg3Y?rae=ZncB~lH>CPEBWT$F_!Oz|fNd>UAyxkVwS6LcadK=5|IdkXxwVE>cx&Ct44{5)m-_S5fgO8H}#pAOvrzeM+6(0}ro0agCin2S*4p2l@SS)| zDz_Cu?9)V0eWt$I1`!!aBRP>gL#6lV8GrKwB!e9YKTqa%*+{Ig6qF zFUH?`?0+e}qvfMt@+I;=Vr~Br`z`w?D!&84$po=Z62ZU?rQ(#&Jzw|uv?`iirG{m~ z0BZ8JIg6=si)N6cBJop2^!>&Z~Usc ztVUtBx&8cT20s1!i0_?<=^Z&Gw{@Z)oe3J}&pxAHDxu1mDdE$v$^Ex`=g7)8W;J$L zexn?W-$Vz^LjTu=67(SmJ)Q`LPkkWnAJ$26ZBMUra{qKD)AyY^>=gP-RsO_FyN2F` zZ=hejKOMgK^iRV#9$?tleP5ya<;~V>0wG%CEwGH1r>Sl%NL^>M*w6`4>tZy8oGuzRytaf0pNJ@L%{3 zkn3;CuP4D?1P$wFkAh72|DtF5a88hup6N@f{txqtJm7P1{qarz6AtPxzG=Tm^>s{s zyp{HY@?e_w5B(?~e}V@7;XjW!s$?2eFQG-_^9=j*Kl8^;+%s7`Q%C&kSoxR2Fs`+W zVb!>e^nd-S+#v)F<0ts~vx~z1T=O4^^`GXyg3J5E0|;+0LG-f-s`gvZUt<2${GSye z`d#@z!W%@;Apd+fZ;w}C|BLUtm)) z@)<`k7eN8k`|G=W&aba{=Yq6<&hqfxrp?;~|C0W1B&8ok5OQ7wV>bW&PH8*)^Z%pn zyW^@zns$!~T_a-7CAt+U0q$BtFs=BI49Q6##G9Zy=|4|oRXW` z&+qPk(fZ3o%4iZn=$RZ0ESM`%S~$e-=X+0&FlP|FbpKqxzRkq?pKbE9SRfbmpi@K9 ze@~`-{RryHAC}zq8GAH|@eA4?#&zQUE3N-c zA-<;)gq@ay3wJhr%5vwsIcdv4?U~X+bw)N@fYyne=QBAx2^vE!GD@U-}d!C$nR_W!TC($<2XUx`i1MEA#u{;>(_jI@5V4s z%HUAave>=_=Zo>vEW+DK5O!V;#_y?kKpK_p?|t5lquD`<@0~8D*rklaIR!1V>BkC! zI{AfV-Mv$~kRk9u_(W~|cXED8HcLZo{5Oa2mJrNEPzH`JncuQiC4SpAviUXPzw`Ak z&v!bW)1FzKOX=qk)bSr%JBR$t@1?hPeiP1%^_xwHA5JTmwKb>YrtKf;Fn(7Kyvp+i ze8;$WA$@?ImxG<_{BTP0ZLp#E_{|aG{(ioggrKAldHh9x3kd#3P$xgfydB<4UXf>; zyUdRg{)6J;Lz{QYRDx4-Q~uF^rXvL5KZe4#>92PGOznRh1pP&n&tifO1ZCh=`{6yw zx%J#iL%SUm>&Kh=Wy^IwxH3mFGy1T<;9uAe%D@aCbYNG+`Y}Z;CAgd*+O;)kJ-^bO z9u0Lt_XMQKVWdwEl>uUGg2Zr$j*6-Ezk0N6HZ^nP_fqq|}=DjV}pTznn(KEyU z?>w^|A)eVbj^9@jAL|H0PI54$Nn)HdX%ZL&H}dh)&fCrWQ7KhTH$75=Mi#HVE9{xc4G;=37r zq=Wto`%e+;3GP5b4J!UK#?~DDG_39oG5+WhJgv{Om)iW(pVI$9P&a=Ktnw_L9a!A& zZs$E$#QeKz(E4Rrhsf*Slzs!j%>*&dl!MCtW$2N@6~>J^A=bY=BjerDRc|QpHxk|^ zf;uqZTGp#l%3rr%UVeH&te@sy8@eiCA?HYECcpF-{>)N;`$h3gX{(57>#`-3wi#cg z6D0h{s^f?10)GoJvXvm_$#QV)hKN_pLhTpr|HRVm;X z|36aMf6Z?*{nFoCzbE>;2p%P<)BlBaUEZ^}n!lgRD*J!xN%1LT&s1J<$y?N40Db?H zpsxRpPrGQZ6xj9Psd_(#vCb4|ISx$9{tLh>+(`=U>H3y~+P0`jrgi{}IW| z=>NCuH`*@_wx^ap^k3~iigR1>kq-FQX`A9di6RaW3?gW>zuvo6Obd6>{O1*_eWghD zMcVk;On#t`_4B3v@>Ph@%{jgwrXNQLLQmzOa{gv4`A>#j97X<Q=L`7z_OXlDH5 z{22Og+_RNYB?_Vrh)+0yl{mz_{n~uMc4)l%o*NlG; zvR{~2G%fDj|5bL){z^pP6+zwjGq!}+GpSWcmlKg+V%YB_@Q_}8rdRJH~2?= z*|PqlU!0Ss$K>!F6$JfDlo5Um>2nPgZxfLEIHU2ClO>AY^e-)(fKYV{;v{VI6>X`#lB(EGiivsZ=UE-ZT#=sH2@i5zVDxcpl73;u7@_eg>mr&)s^w>^=1zsvV@^sn0a!Mbr{ z-=5y4jsMK}r)%yqACu1693#rtWN9Wxwvmrkw!tdL-gKXGA_$eHTjclR$TgII#k34)Fs^gG_@ zE?ZUP+`{_hW5oRpx1{(nrMGJD7u+MfID!rYWe`80$5YA2_e9k62HO1P@ypWDgEltd zNOqroJRpdAl7oIvT_Rb9V%L2~%k~@N#~zk~j*s3}<&@mC{78p-5$pdH@sQvng1YfX z{Ms*((w`k}^vxWut-l^!nKfJCT(-AgoIe76aej{IndyHC8ovPFIDUCd`8*?7kf034 zu2^(dT1f8~pkCDX3+i$tdqO{+64c56dga;o81`?V7ps-`BMJ+AGyYM2jGzA9`i18I z^WUx?WTWz_=eIQb{er%~B$$_=47RPbzt3vW_#6F-dj79uD*KO+?~eb>d;Wn*3T<;Ze%5#0=E5jBZeV9?UB!$TUVSY_>U+2jD)Y7|JWA|IxQsy7QS3N zIGU}XbOSx!S+Z^O@A>gF$g z6N}H6)^w2W7P=B6)*qL~EzY&0QY%i$ZEpXlKXLzuGDswtOfWMtrt=5EbpEXveYaQ6 zU&{AKDg2IL5<$?BgCVaQy_1eqTCq4m(%vsDaCdsaG&ve@N^Ud%m=_r54`%v<{UeOa zyA2FTn3Yv)|0%@CdxEDljC3dM&Ri9`|0UM{?sW@2n&?x?X8yn1f71TH8UHF< zA#RYX*ncMckHoiyDg@<}KXZ2bg5*>1S!t)g?}+=S<3`?G*`%wxI6wJ`@V^k$mEX_H zWtHSe?;m0OUZUWJ3XWyUDEGe_%8m{GCcMuCb@p>wk>j`70rI~K`+0lw;AuCelo0-} z&B~AcFSIMM|COryccH=1A8~${_%)-iCj0*UBMr$tJwcuQ@C$c-CY`1AN7T!MF5QcK zan#;#OG|ioA5Vwx-C*AvsVVKhVP2x@Z+YSW-ZuU<|H*LNqn>{;KmXmru>K;>f0O(& z5dU@rp(k>*qucvV#jm5f=Y-juXiKu@u|D*FisV%>XUqa}ACgM8>LEZRa zVY5P^(t)Uojs>#Z5$89XR#~|0ZpFUh{K^l6mzkih{rLB6vsKFby426rTU=!oNnVQo z{dAiBw~hZ0asEtoSmPzmFJvLQSqbXqA0hEBw^*I3?PA`@<45!>olh(t7M6i=V#j9t zi+UCIht^@U5#8+H(&sKgcbO;o&xihgg8zJCz_#*h@7Ji~A4i+{H?DuoHLQQw6W@6V z=7(Tp{dMp3m^p-Hzdc>Pzg&*K`&Mk0G@-Nn{u+gI(hmoMy79B?mYEUK*q}L23-pg< zB`E!wxb>UX9MSe4Z7YAM@E@tdpW|MtJG7Rc3MOD`e6LWJi? zP&fW{?fqLKE9_e`vhbN0vH$(!AD_cFHf}BSw=m%qBdC+VSLpL3=0@*#6(;^SU-~?H zLKi(Oy{!oheE=>^hWaxYJ@hQoh z-@?TCVPpB7iIIu~b?wJ-%htzimh-ORQ)XTf{=@ILJ`mjb zk9HhcmALnKNoQ4)_Cimt>s7k8RtLciEagg zy8b6**_gZ15L$o5xFn;p{#uVK#BHGOK<775F7^DC?eia%PDpSLBB+kPH2YtP_^wP4 z>pXJu_!*fVODR_lhhCi&$Q%j3yTfO9x9W{J1uZUw=SmQC#Gf|YoxM&we^rz4YJJQ9!k?lO*?_9sCM-FB zMEH;TCF`DkE8lA8Kg{?CGtet_{J=TBo8iO%5$x9(ga0GEt6rD*$2{Mff2R)*rG@l< zDfI8F_e{MR% zKgwlg*Xpke^Jc^&jC6qCi&q`IR_AbF2|H*kAHs-7zUsWOGRODdd;CW);FQ&R&iPHX@d{pe~3PSKH}jY2>9r45jN6;ywr11-AFzid2Vu` ze$;y5u7MZ7HYPMF-+%@j^@T7T)L%-<=luB)6Ap{vU>@`!PlUgg7aTTg?HYbsP%af; z>vvWB{QT?qv?Om$-{7zp^o-}n5k@@nLm2$xyYT-(A0R)(Th-s{;J+i?QwDw2L2VtO z4>(7R{Dof&$|$IFf#W$dz#(`AzNYq|=~*^%(m$tf+Kbwrxsbogzve)<3_1JBF}U zy3zk4e{qkG@>BUKA?y$85Bz;CPw-blIDj|G6ZQe+MHu-3BHnY&m5FUXPZAGm{H{E> z;KMsw6Ucs6JCQwVV-5SZ
    mTUKjpejzAuGyv#|FV2SFZc z`Otn*K5d?X@}vDC41Cc0+8*Z@@>JyuhxK;CA-anHt$uKs*8F6eWXYE z5H_|4H9o)S4mIa%4yf|K%~Nn4ViJO6`?U`wD ztE4Zgd@(-L`V%~W0{I)y>8azBa-x2X`T~AHPYt_s%pXu5*e|39|ByGv_s0AYwoaEe zcx&TOm7c3%JeI^TUQ-_6k;j8*4;T-kz2iX@qy1O;bKr{tNcl z7}n++keBgX4dkK5J95Yg`hj@V*8=6ihrxV_JRo`Aco^^7yK0kwz^;5b`B^A$Ezq-O zV*Yhld623uH$G^A`48eDUsWDe#Dfe*e(-=2_*K)RKmOL98~bNGNTSaF%8Kz8@UGdwF%*CdiGrGJ5#(df0P&WmeW0t+T>?J)&ELd zSuZKso+F)g_-UQrEv0=4$loX**avlez(wFg9vDABKSot~;92iTLnOzStm;>J{y>=@G^X)gQ4xl| z17Edwd3X)O`jA?_h8*QXeSVD({m~wnLj3>_P{p_B#_`gB^nggz-{(F5S3Drn{M|pi zAJY6CJs(m}dp=|V$xFBW=Xd7hQWiTssjv0;MjhH0c`UzPeDCHev3-bT-Jb~`+XQk@ zb)Rg>-DB_iDCR;5pZzwWp6BTW0w2q|O$i^{L~=0fuG?lQqS7J1T`TXfm$W<`*?iK4 zi!O5oKDKMh53Iy0q{f#NG@soxqrRalTXo=ZN~R^ZRW7g zf4$g#J+$i6q3siU3;gWF2)1W%%ufD1;E!vutQs9(gr11wi-c#k{jrXYA4AVmdwiY9 zSkO*Y^Q%q2a#8~Dt!w|Wt$&S^BI?hb{IHeWjwsy^o824z)wPnSKWtayco)hkCr@de zEta*~*R}edS24nUeb=-zjz`vX6!>Q4Z$-xsVJB4gD_XZ?hL7X(D8D$qN#!xaSCjdR z>tE<@3EhJ2PS`!jNsf1Q`54O1I<>KDGyWPYO9)MWuD;FlymtH!?FGknP!Do)uOhWm zSpJ*Y7av=BNNhhwSdXv9YsY77<3BJM^<&+g%2vjc6Fa8uCqL;g^bh(AeCP{~XY1@& z;O_MIS^VefeooV4#P;XmMqe&U8?@s)g(#z<1abtAEge{4kxz zcQgDubo>JPV|4#ihB9&{2zw$2y+a*7(DCIUH|V$WUa)*@nUb59AL(HKFdW8rGyahd z?bNt^S&kAgB-Eh&M#mJkY-8Ew<7$Po4)nd*#PW?7EbJ}pe|h>|fgr|1a?rI`KqT|I z6+6Jy;j(zXZ1K{aEjo7h=9E0ukUN-m4I&;##WGk6HwE{a?K2sW{1Nl*MWB+mj6Xb!}j<{jO`>1%5Tct4R>;R1R{# z&u`gK-_VKeBd&|*pHc>W8Md;P{CpLquTHQALD(5N=r^KboVb31dQtnonw*lG>Yvwl z#y_^=*P`nW=>J|+4qnwaZzY@QgAU|x9KY121a1U%@^h`iL%*#j62h8W>pjY+i_pH*74cpxIj$(-v|NeZo zk@NHYEcD-#zBea`dbS3q|NUNy{oE!gZe}EVLGhLQZdsgIX%wfR&H4xZ#WFJRThNam z3F_t_{`K02N=sjk&+b<~iru65{0%F2o!NaPr=X=J{pg5zL|D}M!&ytg24T&j*;`Ra}7v8(qIZ`%|x96czN%@H_wG^@qX&zdiBYfuPQQhs>YwUUHtfw`#RfhZ*cc`_ai# zvFhywz8U=?{fFf{8mO&bOwUj~_}KE?Hsi;Zbd1Y;W+Q{0{8*~m!%fe%@p~uYyC*^P z({j-M($Hu&h5CQYYnPRMW7*-Lxu5Gyc-;ugOlv>A>3bi7y8a_%%lxO( zV$vVXi;V7{%*tP3gGbY;r_KuZyQ=%9VqnKq{=}9A^>5q;>Pra*5Y*X^z$Gt}r0b`B z-gX{#O1QtTvZrE(Ub(gLTR+06UxWwvXRcw2)wD!pE_G z3R;HJkKqJ!AwqVa8Q1B76tU%K%$fYhSa$jz`0o64VPx@#mi}Gy5to8(z4EiT=N}eH4>Y(b)?cq@IJG3Sub03dOL&tBVw@-k{b%*P%u4KU z6Emyibyk|<+wUGbaneR@|6m+_pG44(pbT8=o{MLhX#E!B%6-cInYMoa3#Fe(P|yFC zg>RWF^}mpd+W&IF|9HZiK+stK@fF+5yWDxZxIX^&wAZ|wKWpO`v-+cK#r0hr@5gsD z{0S!WZ!`S=PX8Y-_79BnZ$B!?bb|R%Fxmc;=#|W}FW9!}{hiwk^V;S`yvn7USy#ya zS4uyPpsxNMi^aWV?P>gt{mpH?tKYm^O?Dqb>8B8!N)UEl4n_pMie-M)mMjm{2TtncS$xqETBp7;O9RJvcuRT9&-2b)>KU(bn8Rc&q{(nk8QS{$N{%4Wg=YA`H zzv@-rNxp$|I!v5cGchGG8;dV&2f)W2Ez;eHeLv$pd5 zaO%fzX^B7M`u#lmKA)g&{Ofr9R+6NC4syfyGK$-fhMbbyIDY!~?ms{W_D?;2#{~V~ zD8Va&kh2_gtv37v_UR1Keijm506~m%<)Hn;70)E^H1F%* z?|X}-A^c^BUaVc!dj_ZEmPPbq2SFWu-`xqx>`9DtIpFL?aeig$&$GIh`=HGq78Bkk zg2wUJtXrXvCVvTK=;u28wRPx_4jTRv!rMp?dLjqy8}9zVUNjuHX>{OehH;)ls~mHl zyy_*&zm)Kn6V&N%h}$)}{#*9h@Yk~tHi+T_e(F;0Mekmmf|lRu$1;M@GdZZZPr&tI z$VI(AT!d5dRO^qi{hGBOtY1Pd#`T94#K>xbXy?{oW3OW@^n8_>LFtb$ABrzKG;z_> zk=~qwmX-8l6~SVNkjD?Z5+WI{ufwjZ`!}-tCrW3=KeB`T)bf|$_-=;(&+DH#1^yb! zXg$Ha$XGtV)O6`Psk7&tVdszUWmqS8V}f&!70-Kv1XuVF&ZRkwT_7>utYkl{i1P-KoydO}D$+ zOds=q(6>va`+t?Kkl+@?U$dINIkGJ5Y%~2zu^Szix!+}Im&X0`&6MvS1a;%jSuw%k zESl!un3p>!?gO>?_ZGt2N>JB+0^di!X6oll!u=hN$x`zF>+K(O(Eg3%k8PA-I}&Oz zzIW0yR+7%|VE(A?U*=17`%Oprrgr~AMf<+{lbw|BE`n%ha&TdRYVmC2f4Kfi*^2!u zzjqUXs|1bx-_po~Wqulen@uN!S!2}&JA0pBh5Yvr-f4n5{k4xA zdyY9bcCK2$E{wrFMdm-7edzjVoWKtxyi?!eho#wkmes%9Eg^RQHMXDPmz|!u$Z^k5 zfxnl&|49&bS`G#}{P|wmmSu+X=jGuH>1I!DRdjpyp`4P7=R*$C2lNwi&^|OxGFwIN z>+!wFbpJJnr^?TVQhM-pfWo@==fCc^xbHsyN6Bq&f6!m!{%|p;Tqq%-nvi38$~|rTVur7xMYy>T{#oT(V{1-9%Q5;9LQvO# zT5hj6DTQ9H98}>`jF>;a`88qPO($*sdYteif|w`ELFN2A=HIYuEtUDV?c*n(BhPLv z-*-*8-x^->me19p&YZ}Z)}Na0x|ly2=T9dnqmu-6?LTZ*O04w6u>Ncuf0)T1`tx=F zorV)R8~G0u=O0!6^V^JHf%eZp-?)Ezh8Q_Z5bIoW&^~C~N2xnKKR<)wSNxHs&+mo$ zatfOAZ+8Ch9A$KgpuYW1y#0=4^%*?>UYig$jpE-g_;pd&Z9by?htl`+1Pc(9fueu@ zJJa-N*kKp@g}%@3pGnHUR@=Wet3MSjBpB<{*M`?mZZ=zMe-|j7xi{B356 z7th~P*o=Nj!~T_V{o@Md6Gl)s|KL8BH)K{WxncZmJilv3pRyI_PySv1WwBuVsrFwE z9QlURkH-YTryPt=JeR~i(D_%4|D!)GD?R6oHh;fHcy|cu8}vPbAjT!u zp!NJ(*wTI#Cgunf&%eDale>=es12v&mYekB7D0@&<)HF>!?dzRW?1Hii2a`*-5b__ zc2HaYwypjGgR@fp$F0{r_tfJQG_^k`Y5oKIXLNsdn=*I~IXwT2s#=pe^{-sp%4|bq`>iolz@jzx*`XjZ<<Gg>e4TKMvQpAtH#IAQ?q(GagZ^?SJP?pC*%I%1Ip+jLDaJxbUd6N z_Akf{_Sbm+%QpJj`mJ&PY%4zM#pu?^HvA{SkiUBEwG^k~nzr9MwEqIR;QTl6pU{t& z1ali07aCYz4ldkt@4Xa}h5zU?@w9lp zYxun}W3Co<<&@l%f3xRDo>N9I2j zd;RtM$Mb7hh5TMqxf2QM`hVAi`M21F@|l0nnkhz%pQdEo&~<;5HhzjHytf2(;ECPt zv#j5D<`3xS5(wc9LFkzrbPS*LR`RC(Z+)ln0Y;~VtH-&d5Z%+f{^@{mZCJOI7*=2r0!hhz!7ChQQcB0Rd<^7}q zoqdHjx97_3`+mZE7}$rmoR<{8Q1KQ~l+Tk#6N9VurSuM5=_X6TJ7rqotpm-bx4eJe zw`%Y2c-PRpn}9CNJ%*iXxU}&8gylq-Wi{UD?Zb{EKP=y<{8Zse^~v5afUo4|(@Lbr zb;qyblN>p`JHk7I>RqT1d26Xk@+>60KcW0z({~Vbz#p#X8Hee>uc>%D=pgE+h}Hdt z>`g=E?+F7w!m2#9^5goM8V~OnTD*L`&;Ht#=;!C~zJp_XKUpg*$@Lrk zfqWr9&_R8v^fU3>ig#A%3*@Kq3weQG@Q3htW%%1p)R(fIyR(f5qr9rV7yZWj5BO5~ z)w~1YJLn@G`Kk2bZRvabB0hQG566{VTIeU<-YO8;n_SHrBd=$kIfM_h$}^x7 zHx8>TZ>-+K2JxX3uTHx=ad?}%r+7>2AiTkVKk(nVSks)>a(5u_BBiOl6&3ACO%LyI zXzyBmT$+04-TqSTgm)d(uPP5a;f)LR18*m)_rpelo*G|6c)x=_Kt2eo{AA*g7s>-~ zHu#R?zlaBY#N&9%FDo-odcL5i@D>)Pc+YA>-ebxNZ+&0WeVZ!eG+(i@LedMMrnJ-M~HTfLzgk3Fj8Phn`E2&?=! z3i|>2D2E!>^cTkgq3^0ab`tFyc#t>ZRc}j`c~PtV?A@8eI~u%es_C5#-ZmXbU*YXI zg{k$6@DrwZQ_@YZQGU<||6hlpzncC)zAC>}IkpX;k~hulD-$UZ&&VdKQ8iYCvV}+GpOxv#~YUR7WPx+AKo3|oiZ&4A1EL6t)Ogv zMmhZ`>5cnuR;(H8j(zw~s?!x|{J`r!MfAoiHd=d)}k1AJga@X&+H{&+A zkv{T6`-c7)%ZspzujvQ!13uCrjCg!E$`9XBUc}@3&VY??I@BA-)&8&#{}h(1->Lkg z`9P~e%j2)z3*H`X9XWt6A^m%J_FVY|CkAlXXO(__Q9nj|3_8$P#N)e>p8&-hSbw#B z%id1UuTG!%+`pf&Ur3MgkM;Pq*&iMI34I(hKWS3ytKG%;&$vzWwf<=1SJ)%ukFZg` zM*FPBYyCCkf$||9{CX?i-}{ifDj3Eac6?>?Ow)d@-$(SfjbDAZ-8)Zjp})pud(|77 zvxqk?s~hR7<~A|CZ)9Pj>feQD$6q(`HDmX>VBmF3KojvU@4F+K*q;;meEcL4b+ z{Y{%TA`JTtxnX$}>Cqk$kL62*jmwd$yuaC1cMlt{9v#*5L!`Jp*(Lj` zW25{0NRK}{s>=m3F6ioZ|NQPxeJR~%;V-0v(c<=0uICwo7N6@N9uFk8#O*9%!wN!N z^4({dM|q}nY;%=mqln8T6Q=z+qq5lj!KxH?t#!LkzS)lkNp0!&557N+4{hEpQ;AeQ zUK!*DK8+amD!{f6nce*T%@?disJ_iz8`IeSC92Sw?7c#gq|Lt`2Ve4JLXr+Dar9Q6LR?g!~ZlU4(Y zow~`u-<@Rlq#8c%oRW)OA)J~(epdY6d*e-S??W%F%VO3)-RfyzM4c#x)o17lyr*IH z(@g#^OuYA);j3Ilh|@nXyXtrI$8+uzeY8{K?iI?bt2borJE7=1$%7tGf_zhy$CK)C zBr@Y4x1XWE#?!~SC?n{duKs;^@k|e4nc8JZhAZ(dVRIO*N8tOYI7tqlRr*>qx`D(irfMp z_PQ`-2z`))vnC$8!Kz()Yv(uNyzt&Pv~#WAkSwd@SySK#% z&yk=`e!frapD^#b-EO+@ZQ}98wwW%hJQ~A<{B7kQcDjeM{HpE#n&F$BJ}N;W9{efKmb}0C!4J(*R{iKCrBtkCZ+BYb1M49Y#|J|M{yv zY2Ihc5Z+jVXpeGGef&?FxW9PGNES!<&vyOMct((h?@V~@2%??ILH|BKK4m^bemnbN zTNK+t_*)O=Yj!VjrjUPG!t)>qJ(YtzbDI}zcidm=-!#9=@HphhDzz5OkDDy;%Mo5p zg0N?DFywxf_0rAZIg*QhjAjog{^YCHMfT4b!zpMfPd{7F&2jjJ@OM z7uT61AtcLhY}I_~Wi!5l7LvXm`hTPTSEhWc5!AKcOYG)aX~*atnO60^!(iVlw|khT zeKYO!3d&WL@OAp{>oGimJ&US!t;LjRae680V1bCr8>@@@Gn1b`d4GZZ>YzNnTZt1n zQ~6D!+qd8g-j{%1oqp6HsJFjAM8~sQJ%^@gzWR)qKg@~WU4C?YEt~mQvkeJG|E*3} zYj7fG%D1EzGr_)_&>{BlQXD>OXeN@@LGk{IIMy z-bah}m$^lcbJKg-{`mQ`uvOBg_P53SW!s^#an-suvbp>!TPfo9vT+#)88smOb^VuL zo^9`?(`6c-Oq>-W_+MA^b6lRD9zZjdzuD;vccR%)3vVe!Mn% zahW2GwegQx{ZY0Sj8F0C5Wbt?Uobhn*oZRnBB-nX5Z71n>{G@`e-x{IU94XWnH6^L zz#(tZ{u>isbAmei>07_zb7}Li%RNSwzr=)o)x1@s{*j)Xl3SY44^M)y({fO`J=(eN zhSe8_MhNedo>uSA4(@_}Q^IRT5c63%7}j~;V^)w(AH)9O^f3(wOzVGJ*>oMbf3z6? zyU#0gYv$lGoXDBttLXxT_kq-|e}E3`n!5Z~RnTui30e}=k3ZIIox&!x+}O?KU5Hq} z_-R7${rr172>F@mkD6^rFxI!Mr!N|=(du@G&k^^``{K_xAK-FhSIl9CSUwUbEoM>t+<>x0oNrH>#DKu6jCOQU4w2 zyEj45k%J3Mzl&k%=e?Z!YW8*3pWwhhi5|WtXlKA=67XQIYQhdDi^!OUh`+H~l-i4rU{O%Zb z<-Nq6D*b#caiKW9-aM~o&6edlaY}BgKky!i`ZL~su(kd%&#gtrmu#i)X0m?Moige{ zP-nlxEO9R-&qmW%jF(~<`o%$yS|12@Xv}S;k93&7s`{H>;P<2iKN7@xsx{a(<6~*W zh@nlZ9la~;_ktHUU(Na8&aLs*KU?L8ag~w28UDr^`{RCDdW&KGuK(ksZTFpKTp=$1 z>qS2X5X_GVx&N`A-Y??tZ{RJRT*vevA_JU$T5_ zzX^@&2>WAJe|WtE>z|>M+&8>ERawwC!&lk6B<#0w{eK|wKZu|MK^gEXACt-chr3~2 zR^6_3<49&3eQo^?+r6p9hyLR+L*NggA0r8(o~^-v^Y^6ugBnk(H8+M~U8R5A^r?rc zd2mW@`H6mvzy}R_O|6$KPCrBbBb3{d+Wc=Qr5~>0;a9Bn^mOnHuQ9D(|0Paer{7j^ zO3;1n_UAB4?F%do`Y)dJL`vzGrOU`7hs5m(c%MWvGx=lu0Q>##UM~p@hFtMjuC4U3 z{{wui|JjPKru+Ws>rs@^&jfY)>wjR_TPb>cV#n;8!^Qmll-EFyy6;>#B{yyVX7iuX zl+hT1I{W9ne`1t$y184vXY8V9%?5E$6Tp!8)1i86Vyi(q%uAG9V^@nuOf7Sj}NHspz2bU?wk+kvC zBqA`GAo^K3sI1@aO1Cpth3;DWzt=7FXrfOkQGVO%Pum|i+HW)b_F+tt<-@843Ax(I-*xvr$P1c0) zUs#W+U75fsxn&0Zm`hM+f8x_VdL{);&-re0fW$l~zITQLqqcPDz$s{%Nk8Tg#5_+9 zD(iRaX#F!g#doCjPt4zE(f8Q|b@VNxm%Noic9aT;IH!5fD|hwpKI{k0dxlN*C+7{m zjO$Nk_*=>QH`<@Nf1XjC-!Q}fuKp_5P?Fd@D)(;$b>PYU-SJY>HoFoMFYg!UM{W+9 z7tW@dM%`S`nV@Hueo=?_QxV*HpEbSB(viZiy%LwH>n~%3{wyWDO#~rl zIrzkX&Qq3ubbje#*%Ip|f*{Sk9m(C=eHxw~Ti ze`Lofx4Ff%_48$fw~`>n$#T%`P~#w}MwaZsgGa}R_CI(<(|&n}bQku+i7!kmt7Ye)Jc zKXPyQ`%GcVE`*>Z9sLmf57nOm{fiO5aKp*71~!io-fO#dI)AxxZqT>mYbjrU5YnLQ z>NH8xHYd-}a*e{66Mg?Qu0biw)+QXu*3pmk1aM?cAG~K-Wc8nMK|a=R z_%rekI?!veen#!bfc{PSRs4V0KUd_Jmv0~f8wu+A&xP~PrbteZ+{TpHi9Up z9P}?Oy<$W9ZXC5X=Bn5~4Y_@OUU?_my+6SFD*EsDdEZp3cdiO2a;D`Equ2A${_XL4 zp7M%d7ruis+DXtJ8Cxvf=ia&?1=9Wt^a|eVRsG?n`v2Yet92r}u(>Jz8pG=$?UeCT zQ4Tf(=tmGio&EM|dNi3OmM#^y@BS$^h2k4{%?k3ms@ebD^nE`;=!qOu*8lA{XB%Mo z^BBWCVcXKI=#t$=H-Ee zx0fL5Ne()<+#M^mr}L|jf46}F3A3`w-lJ&zW7huEY%jUNeu@5D>3@2g%72zg|6v<_ ziv{aE*Wo=#v7b)-0G0b7L9}x@7`QuE3`@E^WKhxl(Zc({_K^?D)@fgXTdewXyS*v@ z&_C3xx_(kv$p25Gdx)S;{-I+6W5xW{j^f4nKO6fmLKEkgRQsQa?60dS|G)=dxE7&~ zf6e>f>ok7^zF5DpR$P=PKSBgffsh7cU(LGBV$Z3sUtpcBw(|Ogw*PUI(gzdN^`9Y| z^Cn3ljYkJKIRuLR*Ni99uQ+qQ1C3vpY5C!O7yYO3UPI%bV?_5j!J-6Z;QveVOXk;n zwv%&?4XhD;pLSyXmy?n0Mffq?S?X`UDD<~=#I$wU5=z@Ve*13!OYQ#z(LG5}C;#}79v6iEf-mF#n{DOS)_=wL zh3MIe5BsC)uWY}m{hX$J&J)xD`zHe*v!>n^>pZU*F2;Xn>jXSZIVSi2@;OMW8-g>0 zaF!t2sT|Cd$>Y9sfV}siUr@dG$?~@{F6+Oo{6qi5`9-Dwtj*66-B5x$`TKb;IV-_? zGWZ&c*Dr0f-`}l&8^>?N*0z*=YaJeqnz_`z1P;2wouwJ0%BeB`tcu;(v^oT_nQ+ael3NROzgrJIeDXYx+BN z_+Nx~nV@d`5+b!rB>g|_hJLxE+uzqB`qtwXy4IZ9`WN<_=-G-7y-=^&*Ae|s80B-7 zAo_VZ=(oy4o<9!s`|>pJZSi`#>U}zonE%>FU-P~s__yls(YB`g|Ihai(r^oT0lP+g zKOqP?%R&3DITGa8%W4dL(mIB(+#AMr}cPp?Dl&Xj*b6R&?9v)(^#z=iy8Qi8kR(tpya-d?uq^iaP&4P#hEil4Eo zz_9VpS_}QZMc*R`>hv%6_{Kyja#{XKnU~!Wub1o#{9L!o=V}7qw)(S(`LnwIl$To+ z`%{+RCc2RXb@Lb3e9In6?Q7ksTWhd({&7U(s#)g*RO0IV)yY(T-?cwPFN)wDf`tjn zK$-uj!5}xRYvGz<8s!{&VN?3Z4tgQZuh?jRfDijE)*mP$n&4xC`GH_j_s>Tk`{CV` zx>2kMeRpkN@M^2U^8AnJ$I$nO1kumPLH_%pr|eTe^DMy=V#NH>-ZQ~@VUhY=Ex#L& zCAg*>US|FKq?$T+Y zO)b(URdJ=ff51!lKclHdPqsq*)1#f?_+k@I+c z*{g(WqC3a6ahxx0ZQUp=<0;&NVBKEr|KN58ZX_Hy%8BtU(i`{dmb6(swPBHJT)CDm zk3-dK;gz`R7RHSuJU+_2lKx;MSeBJHF)p~e7F%oSd3dK zW88xi^I7^1esN9%_7eFcY@L2t*RK(_Hs=`^oP^t#ulaw%a4j6)aSu!7FB4bYC^Zmn z4UE_Naqme@54Q=ZzqI0-``7u~3;ysuaL3&@ul}0FyUOFgcL!(l8fQOkDC6VH>nQwB z<*|x)@L{|bg{!#FytdV2C@&}r;7}hw{ujBGC?tpTEgQw*mZ7995SQbFc{jyPLqqPS zoRjOz)&2UKikmiPyWaf5Z}Ew(A5`N>)&k36T$_KW)MrO>3sjyf>&Wu_1o8#{xYiH( zz-`ml@^mIQ5OzYIYW?LE`9Xh>uNtrE6TW9E(rR^h+8$gvH!Hi5d9-nEr6aT2@fu3` z8u6>qugjiwYa!ek8SCc&xgCOjq`BOxU-#|Rg&Q86XFz$3`;(m7x5}TfJV{KIkGpWQ zg7y#oAwLyAiDCS$&L6sxo1scvv72|gl6*>V1z($b4Yv0HazoTewO6uR zo|;($ZVeb#gRiiji^$wl=tmP}e$-j$58QO1evS47=R&~`;??@BCfvBG@%cIUQ}w^R zaMNOp$9jQvxM+1lb)MQ!8?x_cPaYJn;%5?W$sj+}zZwrWTNQ-cJG39j4`JAI@Cyk0 z{&iShSEN7K&)3VwxD>rune-Fw3vS=4l6*4>w=>{RZ4a7TK9J{z9uoWPtb*%m`JM|y&By_`-q}2(kc3`JLdy^Mm)~pK;GcT zC~qUbs88f$Jdd)fNlfvm)qZ@WwE+h7=V$F+^-A+!BiJicSUA7Qb7Paj}E z5I@7QQHyIuhV!k8estkae%Rk@K#!ihwqmb4@WcBnym2brmF!mw9xr?Oo083oTfKlf z%i|fWkEs0Q<(`TgxH`hVs^!Zh`rB)YTe}9_+I{tW+DPal_)*Eq5lSd zU-M%p?7PZu63ZAI*#Aw|J~Upe!2k5Acr4&#Z;t-4th~J3eIMMSVf<1;$lF-o#`+NZ zDJr9zfqj1BA@*^F}gZlrU>1+D)QnBw1MEiz( zfWNx-py^pQa#3EiFVHp08{-qiL;lFmnBFKK72lJ_({1>#zuup`KUZC~|CQZlAz!S6 zO`-Vn%6Q&gxDi(Ewbq|OUaG#77v(Y1$NCQF7{@D+58}~3Dg4OuY2d5%;VQ<*n6IGy zA`E$a?M7GY|BUq1^qBw2`)7Yy$D{Imp8kyG!FSBNb7v^McGb+ME%b^x?DhT?}H!LI~Ec54IuH_@?^lyCG$JM9AMX@GhHZ`3=hrSl4 z40RhlVI|Y=kh&(doL}pHH0w<9W2zP?Sj+QA4*E!s4H}*P#x}U$pLtek80Oab7IP$o zKJ^Eu`BG6nXiQ;jjNl+^F=Q;)pY@sGqDh^d-sKKskZ%*~MRz~V(Gl!@LBfMQlY{nw zCnBYyp=X;_Tzy@%pWOF)bb66qUTCI2Gx^!mMk&gLjZ&NOThFaDwA(?^em3>Xmg{_Q zWt-`P4(z--fN>P~*gz^u3DFMZVERox{UtYg<^y(SDn0Xoe9g*_bf9mXD4@O^DIxSh z4i0ENAVHcy&wQYt_ zRkag-40u-B(pe3zo7{~U5zTvVv&kg%`Wn>K=eDZ(pFP*?x4 zy$8HzuCu#mE9H5Ip`Dd2`{3S;wDLwFr8nb$D{XY4{qgk;&fmUVL(n(F?`n8vNF0T!iTN$r)(`4Utr-M-)-d|_6rjm;8&s_l?m$l&rB2N-j@b6AMh^S^l;IC zmhdf@b;Ox1gZ;t=7`|7fACm~8Kb3=l%ZJ7@=grlww777WWu^iYoALhdaw(dl zwQ7XdhoBB92i5Ag%wOum$QZVg6z0sG>wz%?rwaYAP6#asVmu-Ty*&q=l6qFX5;o#- z409&@?g6vHha)%A1_+u%_6IZU+4m#JQ?`{Oq z&g7utD4@m{$0ITCZn35mfBehezE?VR7yQGn)~0w}|KV49MY7b><3sLRH#J8Yb$88O z?z_7qr{t#fhl9G%f1~}WLmAa2h<0iX-j9rzB7Xar!>8LhaZ&Ynvp#L6-)qk)xhego zHQd~NtK1RezrcNiB3rrJ-v3AZb^GPzrw16?m&4l7RS65d1pRu%NPU7j{mT?>31iud z{a&uMU9_N|rPcYq* zvfPe}a1!-zD}A(Iyq5qnX82~~Uw6u=2|?I-YjE3+M=bs0r(62I(HvC_dLTczb-9_~ zzaimy5X3lC4tfvT^+tlD2lUHu^gzi?^#|!-|I`IDJC5&-=tpCG(4cbBF+OBuo@qmF ziGx1(9C=$OghIn-fxsmPP!qGU{uYF(dg)AS#9p*iITJ1Ym{ z|EThw^(<9>)!tuki}8EV>aja>cB(Dp-;D4)31S^X4)XV#?@9}EWcN6^4@cjyAF88o2b=L#Iw8W*FBTwerLU%o`0g|DEh(dp1a_9@2Y zYTw;4OrrRVd*|gU`HTD>9EDpEY)ug33_0k(+x3Iwm388v%YQ@&N1Iu9)p}rGVgRS) zrt(8Nv|lVdq+tJCsogxrdD50K~w%0-tFo#TVDUdxO`5U9+Sg!XzLGV`v0k& zLyv5I!dV9*IBPe1nr=)VLBBnHN4&283+XOj6#o$S@kYJ1cf~=w#?{=r@DWu7z8QVW z-ts;BVTOO2p4rCyaTYzZjeI-N56BnwEPqxmI?ek0NARIn*BI(K{g4wghi>j7>aR25 zcO$5)zrdmgu1ehQ{bjsE_ml{&|LsC}T?wL|od3jrxzsOX#=>{laEkAe-@WMCT-x}%FMS_DP^bU?MSgzCcK^_8<@g+TSwD&o z+PNdkj0U|$`SJZHiZ_nmv;I6Qw%FQe(SDDl^^cZDX^vX@6W$<#y78yu$kwsa%{_s8 z;D&?e)EpyzuYj&CK zu5I-H;h;G&Hj?02g1YvrIBGpU=jgiRPGQ2)?}@fI?z`4@6Z$`j@O~zUdX|IEkC#4> zLa6`EPVsXL{jVASnE$3De50eU(e!-`LF{MALB&x>1UZVq_wxVJQ4Gq3gCj)FwEx9L zW$+)TJhbD$fj^FZ{6bJ?|5N6jNud5SR5+@`!7JdK$q(sJum4VeEEe#EgDA*%0{xgs zFc%`^iyB9lzhjAHKOld*3!}>pFJ4jTkFESe{zm#{_(u5~=RcE)-vtD9_TP8@PoG#w z`SVR``J5L0SN|=Gt5vM6^*?@uH=Uqv{=$p4OOdus9@b*bk`OWfI6p5_pEqZEaY}Ca zm3~Yis2hLyge|`(ZKjI?D1Wcd0l&W9Q%2yMmEV^f#Y6v$j^d{h-Dw1M_RmtK_jRUz zzAi4x8~0z$=u@_0{Pu745BwYFUo(inOoBT3$L{fqV7_lwxWpF;6pn80?|M1tt*7Sb z+BW_}gGmsUT9%a&m-cGo_gO@DK0)31#lB3#D7Lgwon<{QoMz4xpJo5F4^>08hX!WT z_jv^M`gfsxBI|j0SD_I>VPgMdcJ495OOC9|DY<11{g_KoN8h{Fl{->om~Y1Rjqi&6 zyUD)QDs)OLlgjoNC@$Kl^_O4JHWdwElYyY@vvUI=4jraX}-Vo!DoYsqidpM`$ru{GWFJV87 zj-HoOMym+wuLYggvx5Ax~eCg`sqyp`YLhb0|JmKvvDeV|^#oB)IT#<2{Wi-) z`&XGMeyp;8QL>mFvH76b<@DN70*z?q-7e`O}GmZzX#= z|ABUy+VdY~7p2YQr?M63hWf_^5MtM|m456ch zYbk;pO~J0_fTJl&Z&v>Qj{LNTI@S4SX-?!VJL$)6f;kZ(@Bd0ipGymA{Q-K}z;J$I z7o`s%2scd`UN=JqwdhueyiDP4{fO9k4&7%*@&+>YEkzu>;?WF$|#T^ z`gu91%zxF-r`^ylaIrOY{9A;hg?~GLL;E$3fAg%Lx2uJ)pZf_fh#>S-4#sER`+&`$^PA8Me>%U3@*g0)g9LT$&->iHcg*gJ>Zl6# zUpT6w^k(``$t=j%IRE&Q5*#9^Ykwu39>q$}$k7wZrP}}E9QoQxA9`Wjzcj-)>wgau zBS#2=jvQ3hPrHBT{2AnLMqkY~BpB__cz(vKR@FR>)iFgqSFH<=1uYY_k<4VSt|AOw_1enq^$q9*%8|@W{usYP z{>JgE8NNypW?*c*H{3m|%)+83VZ=q9Fr$FIoHR-h1yqm|h_4l)ccaC5Yf-+DZ z%Hel;F>qmciGoEOrLSf1L4lEQ+EQohQC7ui7&$b{05^8`^(a!~0%?)-=2SDasf z{rh+G=YMdNL;RZQPgZ)U7xd?>s@|exUCn-8qI_-CUHN^_l(@q(QU8hc(;ejK5%xcv z@U9Wm&0n|WXcR8i?_gJr`;WGkAA0?7*YBV|#`)_F;`=5+UH=`JqgWin`A76$qv`x3 z%5TQM+4`p$zRK3Wf2dr=j~5Tc8ON`;soZx6>gvyL-G*do(8^(w-Np#El;X4g@o?YY z-F!I(Es^viil9z@_Tv`BGTa|R{i}}ViirNpw(@KDZ;bV48-9p*Xu&vsx=Vb2CaBYY z?p^3CYuvZTzTwHY#Qm=ot$hAU2^}W*k0!iig1Y`Yu*$P|=9~6y;PX?L8O{f_^1U}E zIZ#`_k0HD_1a+QKbF2fC5U;F91L62D_TlF zJD}vbQ)k5a%RIHR+10+&ol|nlJ^FEhkBZ%6927u=*non-x4E<1T%p#+0p66F`;Z8-G9aRMaz2RsJ-7g zmGrgs7nOcmf&Y%^B@xuszx~zqw$b0^h9tp#Cv``FHET+Cu|s z`^zinrx4$N6Vw6a{zKse)loj|=NZLOzIK1|Jt2G|s2jf)emL(j^QZA6`XzP!UfaL> zKzJVsLeH$hX@e(A&_CEO=%20QC(2grKN!nzCVv$_O!WW8_HP@$wti{U-_+v6p$N+L zg?^+ZfjA&SK0h*a*E?x*mnY@+#zZq3NL!``XV{t6wJR6N2rmsmUH|RB>FNc^ht?0! zeo}k?8~O|T|L@jcwEbJ-{VzN~V^93si-KABpJQIIf{VLkXtC)ot4ZIT!s@md6sOI< zv9Fo&+wxl`zjlb& z|9d<1)~;zGjYa=uTm4%sxrqPiR*yc_Y+wIS(O!Ia{GN&U&Os1%M#fXl4|m>kuyJ*- z7{ULbI!jLHs^u>D|AFwb63kD0%0Suwiiq(mHS~FunE&?Z-=N)+Q0@L>X2Q!tP}lzb zJ`8v!1=9K%##ISRvn+C+S)GH7nf$PR3H=ifT~P*R_@D#(r=Gv9BIsu$zOxe~prBP~ zFiko@_upZ^Zf_nu?Z%W6LVmW<*Y*!myMOoJaa4NR4e~SE&zw|X2ZFl!i&yNHumgkG4A8$v2MgBnL{T$U)h~XX(oJ z{?LOjSH?e`_=nrQ`=<2kq&nzp*NLkRu&Q!va%=luC}*FLP*gai!MH<}|F;fqurG7d z>acCHhj8F#_5Zb}fQxXDL}IsK9|rr8U*`{pj42G`eZ;Hb+T`F)USGC$Nb-YWYQOk| z!9gDAz+VF5!9Uiq*DDUUnsM+ChehZomHLf>!$t>wQE_Ngg&aI)7xF>=#``_kFMvZV zI4m`;BLN@r2!mgg2l?$#>bLbb4#Xgj1xo$3A_ss@91dpDf5VO-y-E)bhVpXUvj$z` zy=h}Vhb$GgZ_ZObBe>))}$YH1_!1z%Y zRfmGL)O=)zayVB4{eXPb{Oq{uPz(+u;V@WhKdM7LSE0{`6bGw?xK*51hrFl{V;KB` zo=V?Uv=4k=t2iw4<|E|n+}i#h>fSplisXAA9$jV4V$O=Fm=$wEs|=U}X2gVwig7U^ zx(3X7#kgiMXT`8av@v7Ggop~LsF()>Vt#w3?^E5h>*>M$oZorB{K1{-s#~|hty}pi zFaGY4uh+t&P55-#-aL=!@k985P183SQKgaaKjfb0SeDdv`5=n|CwK|~FZ4$M9BV6o zn3LU804~BG=|FiX0Ei_70A39`mk51Yy&j ziaxaF3ur$4kF|VTa{!*c{<^B?#nmpnxD~Lt64%=coFj()_M>}AC=cv2!>zw}0DV#b zimM8HuB5*zM>)Zb_J{9!_eKH`hdjk!tzX5B_G3o?%Eg7g>(8Yt;Q^?fz|g*bCLiSi ze*n-a=}%yKe|`KbsC@u{6@ZJd*U$$gKD1xtC+83Ss}jF@&jI?1^wsVglK#)B-G%<^ z&*duh=PLaFu(ro)!VUYBw7he3#1HxKSLBxy{`zyIN_gbQjt}i1BR;@V_<@q@zeB=j5giSj}G;7gi5#18=7G$KE+Ckj9O<7hnOEXG6dNBn57 zW@_Kcc>*`y)e3-GiRxG7hd!db^zkWfryuMC$_M2OH_`zLf1C@#cYS-)>o4qOJu5(S zW0LR40pOUlKmA$zK>4ccQA&O={)9i=Mu79s-vlgoSl?5zoY(NM_7B~td>uH(pU7{2 z>hF~DaNzk~$`zEMp=fU?f0UR090K$K{^-wrEDGn@T+xb^apzNG$;2m6)CFkS&a>KpR0ey^`z$VdBuJn$ht_`{9-AROc= z{<(!cfxad6SLaLr&ad{r`t%|^`h!^O{KHiN*v-?5`Y(0e4(QFR| zRj9pQa-8OszS@^)R+ske29+H-W6JN#If@g@ZrJ|M0}pw5)dH_;zu0kpYrjaAg8~lD zx@dO9yE$Tc4a>PDew6R;ar&tgapU=<+X;8rB}!=RRHfrfjhi9(v7K0i_%+Mhp0^Us zta9Px-U;cV|+Z@KZ3;Edg!15!~AqRK+I5<)Aqw9$!i9fuv%doup+&MW7w?~bZr_)hHSbolq zh~?vfiScjQsmRM=wHAf4;`IH&^Ku`Sbyc@FaO@xh`D?a^>~m~>BdvejX7iy|Cz%8J zx9H!|Z%bKqIAXNCnwPG}Ku?tGF@-oqXPEzkbi6G;F}V8O%2BI)Tfv`+zGL~n5F(b3 z=UL!M)6hHOsAn9HM!PdgKdxs(PxbI*M*K>0{^Ri~|5UZ1mx>uyyDiigwtqD3FQnDO zPtvOCo9hLPy2Hj$x!mwOxMstL{v5?*Tl&@QZGATceS_V>HohD`58M7h3Oigb@$sif z0Z)CPQ`&y37pn3R9_dCqlKIci-+Emt(W82yKX%?0@KCe2JzVYYQ90S^NB!xi`LMUJ zI~w_kc?aBOLkS)P`ZFbUmEfa)+rB-Iaz_2>hv!D+AGbP7x2I3S1-#9Q2ZzItRad9+ zc}W0{1w$X?&w*c##!ynV3?n9Qn-_S>y zirrxyC|t$eZO1>&q#iFbO21RjC2d!kZ;5xHCD-p4q|DtpMQ7Ol`yZP7epFr+UVF^Y z!1K+ktMy-yB0{?dl|NhC|Ba*hTP@yqPFyc`y%^i!@2BeZWTW&CY&NCO_x2|k%B6Z- z?7YJ->f48(KKO{TD-1j_T=F8X5E_$|IY>!t-KQhhW7V7m_ zTje8u48uvB$QSxIv{TvNXTkIfl9}2MzOSVAW2^m#9Q0p$`)8DX9B;w6M8Ca^aY17e z1bZkuJs+)4V5#g2S2G@{s5m|GQ1@nFF^Z^v>q=|k0%(F-@hNv z$-+sTq5W3E9dv>HQ>K$;1b-EZs47wDiR_Fqb$-Y^=z4K#@>k$x9631+<^ONeuO5%n zFB4R!gve7l>z}6nf?|e$Vs5?_i;p~Ufi)-pYyE=l%N$qx&l>c-CefTkW#WH$Z9H4j zA-waUPv=-u`d&ZM>)qzLD!)~SbkPE|F15XXDG`W zrIX43^YLqKN>?4C8vDb&OmC!j0k<;8)VVE=moKgrUL?gzb^LFXe;f~l{lM`+5@(_g z)>Mx^U_2;01OIt_R4O>t-FHj)O#$y-@b->-Il@$U2u^%;iE8!tSm8vLx6O3F1|`Ep z|95N1NmgO8y+zX}DR632e}K(n%Gb zV?*y-^)D~0&%tjb-)Q}y8ASy9gnmN)9J8SH8wv1mXqQK)1UI`Za@(us8rrT=l^_-@2+bUoOOB5IEa zRqDJvMS>KR&2(;I)Oi7~zNq@wZ?2YuIK|soB4^9hs+lx{a^VeQ(g5OC0jM}dU$?r-O z^(;FBpPqjsWp_;XKHY-j4Dvvg=%RPY<6pQ07V>ytZw0zdMl*WYdwpgU1b`A_%i_dxP*c_e;un;i`G8vZG^ zSMln$_n$`k>q&BZ5JfwcodL&QK4G5K&P7&Fzgoa6WvDr7eK`jep5E5-L;r#Iw@I8~ z`*Amb$LmEA^&tv7DLbw3k}-Fx=ibs_xwszX*Rw>!=bP2>ix=_rCi)vunON7~73V>h zJoH^TPSlW-(=h!AhkC_(qxf!X`N1w&mQR8cxRBqMBJw7x(SJ9m3XxI}!J|UH0*_ik z@EgfD(jOy!C0XkA5Nz*Jat+H5^XHVrpr1bvpzqg+>g&H|ME14iK1HxH6hY6%ou*dI zJ6+5_2NK`kL{Uz%Gi1P{*HX=Miw0lXeTzM$0i*NfCw2NwpUf$^X%PLGNfhG@i!*Qc z7#8~c-o9B2qZ#z8_qv!N=il`b@&^;&NTQnd7t-0sEVT(P^ZsJayJG$E@8utQea!B` zDY)qm`r-Q{zp2U>8J>Llvbcoicg6T)<<$(6dgf8DH~A3X2%?(to5OC?bGDG+=~1rw z@$(Sk8%`AK(6ZBdJz`bK-#YNXDDk{rz1hWYO&g$Ij~YsR!-%4uE&S4_bJDAytRLGt zepjMZ=fBv-Cvk@Q_rJMb@aymnN;)5j@q_-@fo<(i-T%<{KYmmY6NsXpk(~h*dq0(i zXLa?-SLv3Rzn1M=`DEbbcASEnM$r#{qMG(&KKart)lAXPKVo>afOob#6nZmz%9=v| zM-$&zqMG?@$l|HDnTgiVvHmqyw|@R7@r@y>X+Q2Cuf;PxywHuz1KtgeE+*vLR(>Jk zdCuhO4<$>$tLn>t90eFpRNsD-&nmpIQvZ(0Ouq^btUuOaTmDu3Nv{3@UKH(G|Gecy z%J&SSn)$EWx~ey&{Ivd1iu@yJ{ehgON%UhfQBD76a=GzH!t*My%O3r9#81yqi-X_R z{3BkJKlrE6kLg4)&ybx~culOIV_p(EuHKrrCo72hn@W7sh-&oL=j-t}=KR~XY-PG! z664pH&Y?%%c_mwa1-z7^zXdsoGqisj4d791D?io#>h<3?ev=8~udZ|q9_gP&KNb^3 zIN51EKVq(JIzD&iT`_-g@37!|)h#MK)NJCLLsUb|O|QO`zU2%bx1pcrdSI<{3o?0d zj&Qc7ANqr1zu^Cie#|4P>3?I6e19*MC~-cQmrt~Ko@iH^*h7IIs&nwqr5^!AHTIW3 zlb?t3B6u?BC7#DjUjKPe^gqe1KdfJ({p;a*=To{D5zR?dCV{ z3w_k@#+oH%MEhAl;TIA`zAR45^+e@!h=8ZWu|kBiwf-=F`_=iMm{(YjmF3_{x=e=c z56=UGUvEEcO+VJfl;dqxh5RLykkv$?r?S&IP1lc7SV%~#!Wpi!aa3S?nnpJmlykh` zUrKz-h-!#^Sc7MhN5R*bi(H5n=O5fo_uqbGPBp=Alzzagq5Spm0?SF@3Zk0yhiyCh zNor2}FUY@Q|4Z8}pQ07>e|`VCk^-zEs?pzrr5Eg$Fn>b(`>KOyGs-{C@BFO&81b(l z`wjik@81Sex(^Z6k3SBN%=M?=Usu^ss{hWba?hN%a;#{7Ylv?rQBD6HwyXC$X?u&b zZ5JFn$tnxpj@QO)?%Cw1&C=C|{WW7xxg#QIb4(Hm{fFJhd6n>Nso zjYLsTveP<$@uueqp?|}E>3PB+(SPgpl8q~iLzmlz>V9_sG?N=2}*)?sUA6toH zoFzNM+BUt<=97H1OJ)31Sm=+D{F($WlC=G2=OoV1ek$QYME|89zi+3Ab`ZrmJlSa- zKV+iwFKE9w|3d0)C?D$=Xn*?k3#0r~`UO0P{`}Q0O7}sc8vElGY5vT@hBwddT;v!7 zjKPG{%Pz;}86nC)i1>CB74O`P;;Ih{W`K|IY_VhiqlDp{f*a-^;d;`K z0*$j=A6}%p;NL^v{~@ZGe}=XCJ&~=S6|=q1>C@u;#+8Jtzh&vtU!;F8@$Dn3Z~tXt zDwj=|bb_Iu`1<5Q%5*=j%Z_4ljeKcq`Pe-EK_pCzg(zYy2A_u2H<`8!Y862&TzzeRnwq-xE{ zX*y0n&JfkNKdpv!*O};(g$espQ#s1acKc{9Z7{NvTpC`TxM3GO~8Rnb*fi%0v?5cim zj*I=Ll;0NgNVlX8r{IS5hw(ScUk{ILRDOz_pkRy(EVt*Xq^WMRe1%{CyjvQ+~>d6gW=PCx9IxSmDny-xHQQN8`C7+$0Bga%Qp3Hgt{I;&RGztrd9 zZ_xLrL}6zv&O=KRSk8hi%b(d2DF*z%<#l-U`y=)K$xY(BOEeo%nK-ZeV3uAj&OI*O z;=8N{ecv1OtyZUR?Kpyk(~sLkHRZqL$n_|x;nMkTzq{WN^XJdmrv@~dR8{cbBEATs z8vSwWIVMtSN%LRyKgm6R_+RIrO0q%)ydhv%D7int<7({3X8Vv>DNOe~hdn*dVQc>h zIcWci{@C7rjLy&8BLPuF?IBPeznskVRtl!`V`b_4!w!dcWjfN5Bbcr2H$5>Z{kPix zMbr0KqOkL_GjMwE%j`0(pE;6$yMe8`j~ePK>~9QxzfUwRQJFYrEAc@pO6$*A5ze~) zT!kZ;QTkzj(SG&gzXuf2L!$cihtR|M%ZwU+T#VmZM4DZGtCHODoBF(mvi@4m=Jbb> z{YAOzpXYf*>5ltJ`d6IIznWcC_rETV2~YWLyt@DTnE0L$)s%nC#l2^l(}W2dU*1>m z4^{2ybl`AN+tZKohyMRs|7S8`{UW*J4>vl$0r|fM&l?ep{zpIleop1~f~cnb1^rXx zu@shey^Hz4RRJ&j?B32!X*a0t$4GxET5*0-e}3a71$adi>9jb{zg{H;%&S=VNj3F( z@8mwOW2ApZ>Bsp~v_Jj&`%mEEn!Q%h;mmTM`25xBUgw6+|m z9zgEN@@Oi1i9sA_Hp=bs_5v*p=n=}W1-Ic>vF!E#Sh{{$9s=4|P|jyL8r3Ee6$p?O@Q>s1S_=xlWa8XwRy#P$ts zL*TYPhJ^}RL%ko$59z`6Ex7g9v2eX=YQMu1{#?>Xpdab4J?ZlU`G^+iw}5N z-tC2_Kv&Cb)i+PxNzTxm3w?N|EHzhDb?wZr%K0xG+?yvw+eu)GJfL$VF#R=}({s)5 zT0LyX`&h>JfA!`-^T{SBpkrK5ftH}4DO95R2D%y0Y@nZZ9Qjbny9|ZTP2~Z!7d1S} z1AIU?C@r@qyFX+!GAlYr1r9gL3vT_j29zJ-du~PJX>LV38&DbO9FU)rEA6M5K%+Ri zDfioH-5LutnWXipZ!a?X9HF`C^$Ycf^g#cs(lK)Vadf!#$ILP9wxUIBt1HSM@uPkf zelGkKw~F3)%%bqSYU}F9g~F@o7Ye#h1)gZJ7sI=Y`bYXuuE;O8)sY@0znb`{e88uq z*O5P$?W0@!u2lZ{xJBP?ed@x224Y1|+SNkj2k}E+Wb>H>eFN!%en1{*QvXC2Xb~{9 z$q)HQ`r|G6KiZgsAICT0ucQb15XZV$+K+2<5ng{>Qr~^zIAhZIfM%tZALQfsAnF_C zk@-rqHC^^hu%dZ&T-}eiT5)A;n{VT|b=q0Xi*Fp${>Y=+9k>;pYFlgG^>>GC%a^t$ z{pOGE)hkU&o z@q)r%k?+Xy9qkuxefpIAz~0$&y?s!^R}}U_AHQPH9DndnT7CsZdLR$}NEgztKL!GO ziT(@j?pA#)Bhc0mkAgl|OozT1#}xanE)POp()yIq+pOc4qLd$dvd@Ke=~tI|^wVDC z5B3S^Qu14sv)Z3B-5xxOKe5<{RUHHx4bYO3@;gv}jq;V#^RM2U0Ak0Cv*EM=vp$`m{Py>s6TV!KyOv}bMkIU&?@!lTC!W0KD~UUywqu? zA}{L?=|}lN|51)gc=Y!e|G}-cNASDnl;JDS3={pMj}>il7@=`i;`(i?Cn2@Vggodg z&?`HZ?qdJPwLXe{k!>Qeh02xV<|1m zs6VMJH`i`YU3m$bA1L<6h3~W0e>0JO)GyEy75Vz{A?jNmPwI{hp}b%ZlBVa!{uA~Z z;g$MUr@^qN@Q3|G{vZ$ef4z8Q`GOaK_M5=;%PP<(goi!~`)bWkF`+*QkMjPRekk$f z6!Sym8}$b?F?`2(1OA8~@{qoy`TLLPUPn#GhyUL|_qz3O=w7!7-K&bpgjLq9RGymE zS<}M^Gkeo{_gIhb(X2f!?<{|pb@%g^%f#v;Rvo4gzkYST+>6>H?>3HRQ)ziE%p+uc z&;5%9KUUqGh+nh1?r>Q~cLq?c?HD!r&(Pxk2!lqig7y_Fw5x*!|Lw%f4(1Re!V@X z;9@r$t3sOcbIY6eos{?EoT!4mZi(ByC*he-!$&(RgEKOf0w zt9*n*`&5>-iVJ@1rW8Rym704dJY#`}9-j1U8qJE*_Zo>^a^`=gp00#mVOJ4)AP09o zG48G8PN$Rd6aSvwmD9I#sL#o1xI2$OHyP6R zzEnN)jOOa;0;H=D@uMBdPW$60<5=L#Bdb1i3=`;D$J^X|;9SE+^gjiNuOLy_LkoYK zly9Z#uioD~-20d~olxR>zm!#4ROJ-hF#krkqmA?ra!@XKWCh!C?Ll^0Zzrar(>bue z%IPY#{TRtd{?V?Jn|?jNGCXzQ_+FfTbRnu~e{MBAV_DeiT+4cWjb?kO0zRJWw&cZx z0HMDnh_4z^jsEi^QSYTQb*kjAJT;o#C&h5jU;AaZTT?j&H@$Z<)JFKLPxi>V! z|CEuO{agVqp*LN<|F;` z6v+Blm8d5F2fr7KVF6*qoR&AaEXL2<3iNLpx2m$xf1BjXabtX{$S=o9oMHX>(D)7Z zM?Ze6P7$>rs?i^Fl_|TW6E*TwNmDbL1yTENa&y$^8WSc9`89~I9#KvE4>(?6A@hFJ zaKXNWyX-Xi`#j%YcwznFg1;txuSHbTe}=8xpD0Dp=^jt=Pq@0wW6-L;oScUFNBcwn zp+|>up@3bcbm`BRauwuO~OU|)( z9G(|A#n3)XJvwH7d(53vaKrQ?9PB!lukqbTe?sZ;V2n@7(Br}2=k%j4QM7Z5v#`fa z7E{=B>Z^|P1v+%ji9;X1>fK)C-$=d^?Lile)AZXvM*O_u#A_dCZ55|`7EHJ`E*z|vFW33T? z;+@OCZB8yaX=pI|S3f6tAL>hMPSKef(vL<&HSN#e`_dU{c=fxrst-6V#;?8&D`l9u z!*+D2+#8-2yHoU_7{A7x>O5!3SQjDRsQhF8b^Me<@He4!Hz$gDn(TCNP4|x3_e*t$H!6iAD6tro>REelFRj|W5b31wxaLt zh-%ue+q$Vy(&T~Ns;})B&d!tnh(|*k?oB(ClhfozKcL^pr~KLN+T@Q?+}jx^E3UrF zAm{6-y2VUgy9s`y@*l1{-F3WN#+4KImlXVMNPb(Q>50n3iq2!#Fk)H!z}pP^QRK$z ztL2?Ki~JkOPx&Hs(|IvB#O;u%-F25Y?A3uoj1m6|dOR58mz*>FZm&;YN$|I)h}?<7 zPRq`)y5HYQUQ;%nT0Q9s`;+`1WON<IP{3D&ne^J`z!S_z|!-J?se?!_jyk+gqH9w!F-3iu{{L>Dd zx2`B)-|jC((R7?M+=j{6xMAC zS0Nwcg3;u!?|<5a_NzT;Vidbd{yAQoroD4l+iy4e{s+;#L}e0nv)4v8Zs>xS<6lR! z_4IxCm%0x}ogFOdzdL;&NR*~|7MJyPhr4dQdJk+C&R}0o&xqV!yt|4nF2EG8o&BE!c}yHac6d< z-?D{?^g}Ot5x>U%I}~`lU-D`FhMkX7ZwFOr?boYYY84&WNPm=Q)yH%7^C#Q*)%k<+ z=uA;g$u;$+AAN{w^B)xQhAE#fx}+w5Wm_pLC#RwQA{^>fSwB!;N3bpZD!Pz<{lS|A z^dqX#zkuz%KS`+~9flnke4Sx@yRt-ZgW2^n_9W+%49{cKLBFXO$b=`5$3F-{e`iqU`df9P*9QAN#ghihp)RvLeLr z@^*Osf(2CmLG*nvB2;OKbHySgtJB|98~v(&`_V`~qC@#%dlKJm<%j+$>)%cs{66$! z1kud!Fe$g28{Z!|G=AY}aXY5*qss%=hjkF`cL;?as`BAi+=HEF$@|gHOVf3)QYWR!k4x*eH{7;w7?{KM$SaH5!J$WH6}o$~phOHJ|*8yT9A%UeY^Hj+ z9ZvQqLZF-ASOW$Be`bH6e|VJDR{20zL;dS-CtzGPnIc3xlb!yvMkX-(@chI3cDyL| zUwu!GZy$A|t2@pfkJlX_--sXKF#o{u2z>XaACvGwrS@wb5?RR8(~WWz z*(3IU4qMQX=d=>#H-W-WB&x~3bN199nWxK(w+~h=V-Do+l({48y^(y{PmTJ{*NOF$1~NMS?6M6wf*GaXhvsic zzy5a442ozbQO)=*?1e+3(*K!4Tr!bAj`P|oAK@ThufIm=2Y&|of#YEKKAV1QA*v}q zb4a-ltli!rYrcQJ$S^)CBwwyPYf{lA<`Ca}q8j^K!gu9KDd2e19Pjg;7wb>GTXw8H zwNyV&!A*bBkGVvVPuXcj2Z$*??@Rp=0jw1He>z}yj76)rOKr=4NN@q-SIXawlhYJH zKjsnDwBNvPB@$Ucc*~+2?rjt3pjGR18w66!RWt~<6||1e53Rm-L70f>0VD% zLqeWjdc$V=O`0&L$4yp?JWj-J3cfhPL)f2%^!;z5S=9)fZ=Fw&8aMNP|J#&nV*R$j zjcha87wgCoY!UrfOcec`?6ji$1ufk3qh|p83#aPKv!*a-#b2rysp;1-sH9nXg+l-;s9U-WnkSUEtl|TiYjxG~^`C#`3=_ z&~^0l7o+l5_YxpO2|5*S&%UKb%wZu zPuM|1r$+jLPMw0n*;f806XfH12*eoi8`+-?6wyYan*Jlzz3-uHNx46QKHP~Gw@dR+ z30!e#QYmh$e7uf_@y9CN>v)?eqRm91Cl;p#ouD19KO_J8*I|tEPtgi=+T_kZjnL(c zsL?b_;7L>wjb<2qF>jKA9qqjNM8;_ET3N} zR4IYwK7Fd{itT6F1^V75{Mwyojnwq-qVFL@HT}0|4*#bt;O?euf87sZ!Q`LeUegaZ zqX!B58${oa64kW7pcD-fS0^bL+CN@#o%xe>d?RB&r$z1b#aEp82$2 zGrVoJH4Nj_ZxtFpWLvxh{~qG|hp5K>c{bW>mO_sAI$6MBfp}eW;n&Ia`X1}aDY$7b z{n&>ODh>4VNMLxKEf0MkO0Tme*M2~+HqxWk5M!jjI6sB@*P|=$r-%*^g`Ue!`%HU3 z)A%{mr3d^=_FOhNq#Gxvq5dHps!@yHhEqb=<@AuZ13UNPvtkN zzkhGPDTI6@e&iG7qF?_wMggdzO`7zFjQ;#u%1!7v=>HUSoMJZ1|M&D~v6){;<2+HMQ+E1yX!K6HM(8M*e`iW~_@vVIikyNQwtt}e z!hY$|$a^3OWtuWfusYhJqW`AHtzu)7!sm z6yPRN=&9_qq7(V%=}_)-a~0jJ*|~a8H|B5_?dLl2-5{EisD=MXskcmV9u(`}dil2L z|F4%nl9ROm%Ea;ANIuZnQGP&Yx0OFPq5Gl!_3h_p=q|TZbQd4lruFPusnL$0nf#V~ z{BPwdb`q{ z-?QEpF2SwKKS$b#+tAkR->Lb-?MqbCH%kE7AKRvwexMm7b*B- ze7H`7W1Y%v(8l8SD7p*C)1wvWucIJ5;>UFn@GJfaY@zjbcms~(wEAlq@m4er7vT@I z65PH-{7QT|1)7PnyqTYGpkXS?=e!lYq_RL;(Wgg$EkN;4BhW~a$^$xyzPy1JqWUZH z9e$`^#0USPx8#MzOa44azRo+ksy{z@v32P#funf1tWP~M4d)98tp>Me74(%-9OVnM zjN8ac`s0{#T(aU%>tB)YEc6ljg7l$&(CwoB5I@{{vkrYiJg<`6hP4y7vEh$pB_%#P z?pon-=GwbQ@)nl%(|QQ6(`re^`susy8Zz3;)Cv8$(msmu92SQ9eJFow`J+6T^|o#-@I1dx)gM6e9$NRt!{em0vrWNpSK5(ZGKVqrix^8^- zw1ML%ycs~Z$=$ee%%dGos!u3iCqBY@`@gM%b|9n0ys*}9YYu&bKHzro{%-4zMnCMq z>(Om`2hNYGar|Tx%9W4ne?jh2H_5yS&xKaLa>yOF6ej}VxAL=m{#jV;C zg}<^D9jn{Z_QD>6AML4zRlik#3)q(htp>;Bq2J)sAHP6(!Cxs)Ctl06G~(j!c69sP zfiH3$H+fU{HsUrq+Bf)dtN`)oj|u3v{n0+buiuu}mk;_w#1DG`e$hD;ezx`Y^?6pIs@vX=uFQ`a^p`c`5qhEcju6lInxq5B&P{CC$H+C?71Z zC-qNYiaR&ixBNmMmHfgV_EoKK=(oZTe;M7+Iv&U*%Jb82^19f#LDW7uFK@M%gM@uf z%5TRvZQpR9ePvn(mFxG*hwQz+g$y8mXa0QW>arag_NMrA@?!U&u0GS!OUNsJ^JZYF zc|FOUz_O=yTDfdm4dK==6DF0Pz*6a!@!*eo(l4_qXdtCU{7U}SWh{js=pZOhRX?FG zh#&nE^bPWpy47W#G8P4R)`a9c5jtZ7VGj{6_!ab{25Nc<4GHy)@f7%y%1>bWWd@9o zVZW5{DjE#NLy)iNt0PDJ$S>TGr+0%N@)UbiM6?%#2m0F2{PpoeU%`*`gCB0_yJcE7 zqNjHr@4WK=G$ki29J{cDcY5y(-Wk0!d1r2x&fC6OYVRz~QhH}?gebkUc~|hx-qJfq z)1#j&I7!(Wr;s4QJJ{iz5kdUTiP^aXo(0miMAtnvDW9N@1837v1)+T zGpqtzH~X4#KJ#R@IOmS)9+*R`1#Q29FY)Ki?6jlZuvZvD$druai32diF+ z`BA$+5!JCVh|+citHPWl{u7MfLx*VWFk_&y3}WHxvE9t^%n1In7(Uo2=+J zspbP29S3@Gf*mnO-Bi&Hu<8fB)s(+qis^Tm9lae4{aitB2SYwq6OnG{iR>R#AoRF| z-F@fR*35%!nW91i!wUx0N6ELElZn-Z_vUl!xr}d^yl8`D}=Zm^JzqizojV^RsPr|M({- zrzto6fZf*UUs#EEAEcR`LZ|wSy(3OnmD|5*mrHSX!EbB&(f;(^Y+jO&(?@X2pY7jo zf56;rhkJ7v51`JzbZNzULy2e4(oKPnc&B%*+LXh)Ba`$*WW7b{O9>?hm+Su`!BS(r8&pC z+JfJx{Ii}|HTT`7XmPsj(&+wPXs9>f2?G^t}jCP5U*k-1bp&_|v6okFt?$BKhZ8Inj6Ww*j1- zhV_SVs6YMkY*7kOj414=>nFG`8PBlJi7c= z1RFv8o5q|Qn*ND02@&W&GQua=N+#IGbP(gpSd(_BifsWkm4Llpg)>~xSWeqhxvn@$Y-5+ZiDW9n`W zf6>|9=JdOFz5Jzr=3sHUGS38;T<_|49cG!RY?p`^H2=$}UKVIOz`d^;D!#*NiGPRXfn)V+uEG~rQ|L}W{ zR{1W8w>wW;`0KlI3T~=IKPnT&I7W6Z8F(|E*_UfQ`?C8Mp?_~qxy=qAVf*cT$iev7 z>eehb8R@Ul_@^ofs6iC{f$R(%{oy4`GdL>dbMHu-&dm1N6@ z{$cqF>B6aT7y5vCi0rgKyL)xHs>Gd$95#-8|5G2P=5OPLmdjxgedYU zJKg5?4U=4!TPEWh~nTGINn z9irviu~;Yg`>{L#4{@-WUy&0bPPb$E3-TM$kH$o`{htLLPx%}wPKPP{PMm_i*E zmcNqAkNywKgWzvUKiU$79NB5TT@xHzd-#M}VWR(fee%9@h`kcg>TGNjp#2l*= zEqNWRzo9PBeGq2xpZ4e?J|nrr(HPkrO1=PZZGid_ulEC8QHk&HOE} za+f%kxI9y@`n`6G)49i-N7eHCq`rM-n|zZ%QO5Q=i8Hi6M&qZ>6wzR!SkI81*4s^^ zCw;k=HtH%HK?=9dd$4>|a=fq~U5KwMQBD7Anm6yWba03Ac6>SFZ}3;4V;zG=ati*R z)8CCE>PuA9e(bl5cqRpGYj%6roIR`z$$vY+qy1rDRepEk>q8WJCOi4yfD=-%IrZlm zYt9RFkj-H|ztl}sZ`XMeUvHus`92$VKbM-*+soz1fBwhqslUuqZwL3F?>&iP9aMI5 z=Y}7o?OTiOh&UU{Fh47K^=mJdwkfCJhUI6Z|Gg+8FQTwhveW;@{!7xn!e1)geR@*d z&g^DCe|^LF#+-s1%6I6pQ^v!2DKIe}SJ)y^@yD+m#sC-M7A7SxoR7$v4uUfh2zr(I5Ix>-P|G zx)|G{)Eo`@}Q#XLoJdgdGcmK9t!Wr*FRXohj( zu72_c(!8$1{`nB!NTQnhH?{9Kg^hOXbA9*rDDn2K>1be9Q(YBZZwT@E64lH<0_M+q zB3-1npE0lf{?+pKb4yOaO+)F&Frr%fQS9Su$$`*)k*{Uf{R+ExtswZ5TYmcW=iwxG z1W|qcZ6;32O+Y>$s* zlY_mxckCQ0(0M=ox#Q&frz*PHC<;HCsHXpkNwe@Vi(627ZGq5(V*Ps4)UWwwA4u-) zbdw3=vh~Tl-F1fMe`r6-?b?hS*~Gf;*dNnh{Y3qz>;a*BK(7^aj}oH&*jE1P_(y*% z#EAdj$FEsL`o~kcClf_E$b@1?2M?9(JU#S54xcJ;}{(U zHd3Q${+k_|2T$=??(I$=yd;Y#Gs%5O{MRviRMDYa{rs+Mj{(CYJF?F z#1m`}eNQ)|_WqCl14aE!qwmv+YWh#-HOoIq_Wd^=cWZozZ6p5-5ea8f78$_FX;^+( z|3&%fZzs*5i2g!^8k+O3kCLa;+R;_!?Ppu)dlm0Oc>Ye+uv-GJBMgiqL%IBfsv8Y!OIm6mXY`0VZYx@ zh+h?6#EB!AQT-zv%1^)kXB&TrcpXLmh}2vXu$X8@2&CI>4tx7%DG;)O1=9CYHJfGe z?e8u0CxE^$APPN|osHR>=aOfyh(q;jEMOR4T&U7%--Zo6IR!V(qaX8$YWnYh=6l{U z2YOurb}6~9D;V9bx2^nCbnfwV>=Wr$)%Kw`LEF%g%m7P{}lO?Hh+{wWMd_-7-$;Lq`mdEFcNI~M{yP^u{)SCob*|0!8zJI$ z>7?APc4q!;d;Z(d`4!|}k4|NjekEB!;&meZ`Kdrk_Zp%aQrUuzm`MAV=>KkH9`J5( zbTN)_w#ip-=jrFKYbm02MD_MZ`5YqFul3{io#fj(1yYtCxk0R7Re74X$3L0safmVE&qVWY*dNEdYsxqj z&t)_Je?{k0(rFgxOgPqUYx)rm{jYxiU>^lIL{!s%1er!Yky7n*`+IVVQv%)p!m;lT zzXi48i1#1*ageB{{ypFN#<8NIXPT5o#R z=H9zvnLVK+!mifWp(7q4zF?y0r(~zOaQ+J{n9$8&SCacWfKmT%RDMdb)cqHI|7RP& z$ppJ6njoS=wK64lthh%Bkh%=2-f<$l$Ui}@FB*CYM5 zmLKHn&kq~%|8Lgc)cL1={CbA+eU_+Z{?AV~1UhiK+R$Hx-;q;r!}3Qsv|s)B#VG&a zhyBN+$M}AZenb(~=$~_yHDgKT&_m`N0(bGyX72$StCn=gCfU#KBt(ufw8V z&RJiFRnMPYCBAD!p(nC4Y}lwrk`wKpWhDP!+dos=kAD5;I>mc~DEbN68RED;jse{U z^_txCKiGdjzVzdtnfsC zKQPYny7J62V*CHpRFGxQ3N(nG%G8s(w_XBKg&JN1b<#!e%!0eo*w+7<(hV)FGqSjE%)+W z%ZO{`sAs?!VB7$=;%~?G>nW%o_#>Z)FEw2&-XW)NSx#T>M6dNI2f%c>L+wpT&*q;U*Ffd4uRUiLqFJJ=@9_J4%C^K(v zw-c~9ivBbg`eB7lkzr4eE-RJKtwWy>Uy}Nl{n5WF`s6I+BOc@*{`jsxmkoLF*PokK zG$dB+$H=`e&9oVN&OQT^hF6@ zRn#x?uMdy*hj`(yuRomQgTE4=9k0!$Ogw57-%a{?Yd#U5C(WN){*a^i=jL$h>%XMsgAC&UdkdHbZ%h9r z>}gi6z$!HtFdeXW`t=p02mX+&)R(?LQQHH~i72p1bwznLvD(j?BES0c7|0LwD{1)v zR;!@Mzmh({hS+h~KZQT1Xy1qr`GH%19suznpZfiJ@IxQ|`qSP2QRV&u7HaFlv4;vA z>c;^Kh4>(^kQGLxABVkbY%PycLLXs2As^#?? z+RsmgF;V&p6(&w8U-U-_OuxUW->*b|kPiKR;Yf4 zDg8-ZvTunD`ilIaeD&+$kc;rpKTG#vfrUbS>Fqb%;Kw?#B2OJZ{(E`HF$E??O}`=^ zu!7)M?F;G;^02On_M_wv_6hpoB*t5czY3$H$S=YX-_PVD{|KkJ9R;6WUoc)kc%?oY za0T|Vsn8Fr|6RcHB@(P*J<&hqvlQ^QxKpwB^e?G9j=>&6UmzdxD*4g(*FVBo>F1}Ahj>sPaQ`P5o}Eoo zH2FUP!_y*tihsf3k-sWHJR$W|Af6LcGMMmNoYzyvv-8JZS1c$WWOAjIkX_fN`;HF! z5s0T3@oP4sL*i;KVP8HwEy*tf>5QY5q=NM#5_7~Y;uPFOpG}SF12#Nmr}ZMn`KZPWOg&-`@)FA#mh*;)NmCnrazYV;5;Qc-3LHx~HHw}CAY=Yp& z0vi@EH5*B$dZ|80?%hY9HYY@}3dBG5@X`#ImX7BTg9RomRB9Ho#x)ysU2=SOYRj|^ zcf>~a@abJj&Hba9;K#xXHd-_bk!~^D-ZC8I#70h?zZQ%byGz~3!@?K*kq$Y1R+#eq zKRF0Z*)d^(GaY3J@ySkekr@x9&}A12joNxdY$Rr`QU7M8Z>2=~jTXZGHydHVZS&C z(4uZ`pWSKea1v`+e*dfbL%J|fvQ@s(GxbLGXY@=5+ItBkNTt?`c=e{RZsmTDVwtGH z_?B#0{7&gH9Kld8h3NzAne4Q}oOk@^mGbzxQ{NxXNB0B>d ztKVZ8%%{pmEc1`{Q^re(d$5 z>OmUVOW1AbvCJRxY0?LFW7xVLXNp9NXLc)WE}nJUV09zRsQjTnC?{njsxGJG8tR`C z?!7q3ih)J)_-_QmzF|QQ`~~QT15wn6>~tSh@Hor;eth=VJsM*j=yMUbNOz1WZZ4z>JWN?xN{q))XtN*tt#I55Sx_+#}VgOUCw z+$&#ydcHg2AVHr6JF|3XTa=SH!}>!wj8iaC!FMD12#0Zse!^lKe|#{;7k3G-AMuu? zA61E>oGnhvMqXfz7F+wt7r_pY|Lb}8A`9diD(p`w`d)#kX8d6PHGd-Gftz}ah>Q{k z`OA419bC?=UIZ*neC3F0NDRBRQJU)2YV6%QQEWAN41H9_v0+*tj&Nn@M_HoCr|k4w z6Y+|5*;u~MwW-mf{Z{+@ZBhm|+wE7v{w(kEK2d@6o;C=dePEQjKyFn2-RL4W?1G){ zB6oR8w=+?V{yQHY_KtaGsQ96OnR{#s`De`FQDjD)0iyhkesTMKA4*>qwMsX};e@b%IabWSkTAHS&GPX~B+{?H$Yxvm zgM|IinXaKU$@{QuX345O+2qF(eD$r?~X8WBZ3S)2vV zJYq|TANDuYdJw6wsDD@DYe*FRwCoIdRr~;3NaGjS9~a#-l}7oeXnzXCV#NQ#00_=j zezbr6L9iy2z@|hs{g2Pv2A?GNXAj<_a#f$X{#b1D@+M!sIr3#BAK_4c`h~(~6u_M* z<}tFEz4PD}}P23c__7-z~(pUVB$NDKe`%k)0o32_l3 zyJh{NkvjisL40mRq35!bmt2@AndzBY$cYQ+@npo>UYvrPTGEeJ_@L6pEtlSqmi$D2 zXgXM1iF=hV_7v@> z4e_-lig}*wbZZe7&qB_R{`*;~9pWNLRo8;NeSoLnw^e`8&$N{dpygc?5@%cah5TOo zXXV$PBI-a?Gk&mN-sd_ix-w$Qk(U>R{oJ$KE$&NHa_whGFznAd`TRv*d4t;4^y8Uj zq(8Yp)C=jE@SpK_qJ*G*Y4qRu@rAdn)W5(xR zNTTO%Gs|72-H_W=t_vW-Q)SkCn>|zo0_{xUJ&B@SSezChxaO&+_pbKxiU4B#FmOPo zxnooy@h-&Iov3F0B4GTxr_7xWqQkBok63WjIYmXGe_e^M+mHOF0Z;cxdi#%Oijhtu z{p~>VQU3q+AfJBxXe3|BR;U1SQrf>0r|jC+eoP@Q=ogg@8V8&C@k}M`kG}slN+$1deCxbzwhe&+ne}?5!Ku8V|N<_Pw0J*9Vh?Xt}7E= zS`HEN`_XqFq8j_>Uo+oRHucO9$?IG=TSoq#4&!1jz3eCW`_uP9MA6Pw$GIKCV4r=1#)R5+-yHWWi7F<-S zm0gtRf77=-*Za>6RR#YjifA;^tcY0NKdP|#ku>l>K7@eiVE>cbf32ta+kes@fAfDF zKNmTQdYxcB=v<2-Q6hZxT^`|I?*Y#{h>d;bQ%; zgU0|D#|kRHk^W-+E(67{TqLT%$!Tamm2jZ~$UqtYsQPatU*S)EG^ze37YIn*KhYm> znMN6zPE^zW9K35rOUh>z$UuM4*0%Jk7eSKS{wP`EoW`%sKfnLk>;fgN2gd*5#>?DuTqn@3bL{&Jgl?ISC3zou`yQxdC0{!J}NtWVTu z>gUk+zliF`AD&k#q&U%UKdV6gwC*;|2dbw2N2b?zlZ}@ zPOz;D_dMwyaaZg=jT)YzU%fF7BL7D6+x<`G9|y(x31$5zE2rcdw!a8kze4-buRkrI zh!zsHL&UQExp@4sG(7Xo{TIgE6F_2926lNpU|@NUU`F{jx`?-kB3evTV?W)_&WxA5 zBb)sm?|Ma?e;F2?{`Q@SA~ws%{`b%FZAM{Am;X#gED*tlgTT4{m{>+Y12OVpkV3^-u@PF5CAW*}p-*j{Tby6n-_)K%&`+$|R=v>lbAILj{nXaiMVj#J7Q{w*PFn;G?vD=8;t&I)*W{>yS1#A2`==;S}7^ei^O5ZKQ}c5!K8;91>?f zVF1#~ME>2ZKw2u0hi&B_=7RYrE;iYk{&fBPzdy}+Ta^Ear**T;amc}K=C0Pf> z{N-04f=f;L)9*j-rtf=*>g{)_n6(az>)jLMkFQztzG=(^mfZq4^9qUxV*<@a;@eURiHA*!)I zrb4gwGsnHHqo)_WA;wScJN?FvTdR(r4iVpBqIrp0Nb~#GSkW~N8c#ZTM$~@|mp9jP zb}PgY%qac;oAHmTKg#?qr;r~^2{}p>{jBV?o`24+dx+2X7a!uo`u(rz@6Xe3RDMdf zet!Nqgz|lyDEevH8Mu4nD{2;zV*IGLpSH>Wx&GP8kMh&cA5T)cZxBU0m7O8C8=0jN z#Y)VJsT;-4l7GW`Clclr9>&Qj0F18E2MvGVk`!+xx6Kc%M{TSqR6N0G#_a2iS?xOe`&}c54m9cZ=3!EiS-kG z{*Cx?e+2!Se*SI5kMSS)^*|`sC|}o!LQiFHV^xE75?F!swf#iSQ zRGBxuIf#?f6iz>G6V>wD)&C?_zFMQAU(H(r$R;{)L8E7%N{am7BEATs*@()-JS6C{ zH2weQ4@ucpeBgTFJE3o1v0-&;p2&F^v~x) zrjyceX`*{Z*V}9c`7ixCxnAE9{Wv*I_vl9)QO)?r-SyLM$-K3_^!X)L;KVBpD`5R5mAl) zg@m7d%iOB_r&!rDT%3Pqu^HN5@lww}-Y32XL}6!TXV9IZuO&aP19t~~h!peh<=5)9 z=~}Bkr{FfHAN{}nBI!elC>9Z_)Ge~~LuqG`)^@G`ye{VNcM|X9zzdVr6++$=^-n~e@s7~5Y?1_V3q-&*pfc!I}IyvKs@Btpvc11v2C0=_>I#4 zzq$XRwm<#-fv1#^S42@xvNLAq<=0Ym2d7VI{I7|JJnVYrDIQv?0jJ=mXY}JGQP^48 z>GpB>D~A0Wl#BlS<#XbDK~yt-NQ{wz9JAB<1;$TUzks(@r| zvHp(st3Utqn(}QXig2>iI{$PZP;l|y_*0_&ZJj)C?BZce^dCm@DO&Lm%0Cj1mu}bM z_-@4C(qRAK4Mp^sDC${uI;Yz6j#V!_e?nx*!>kSY*GgBn#<0>JBK>dadm>Ry{;lh$ z&Npj!shu{ExsrdcovF^aS5Y4Ven;Ow5Y^~U^&2Y>v9O2TGdAeFk(DR^Iv&2YV>hpy%`&39}J0kLNx|A_>|o;>|CnXvw+0E<-M6rG{{#QjCs&tF?VGMNfO zpcOd8RmlHH-#-z}gK#Eg{akTgbHThMs};y3x#KsJ3H1WtE{HMGKZJu`DD79>fBixM zz7o~gFFwR;2`fSN1M33oq8=>09#ozqUR&iOUj6*}8%6Y;s78OhU)GJ0Jm~%r+C^3C z{i7numXG?^_y0!echmuK7tsN6ryxa6Nfh-YXD6glt4L`*jXyI}{vI~od2Vfrsy3&; zC7mBZ`mN)qG+71zZzMMzQOuKMae>R%zhckG{$?Qg%KSw=f18T<(h@~I%fYSdKREx1 z^>fAksz8#diO-IxX8ab|vF&pS{V&pWyj;eW6ZhLbf23rK^Z)ws@9!ix4NM*NEW8)E-h-+pc5S06Ig_um#EkAJ~` zlrb(;0LUPDQvS`p=8CGWvv?~RAnjPbnS6!sg(JDTPvNs=gq!R`rt(<}{Kpjt8pPkq zcsI_+{CV|K-ER&)*PqX_`up-)mW97({kX3@fEu%YDCh4c-*$diPXLr*UJig0Wt}jq z03cJ+9mn7gx1tX!zzy&X^zB@~?zrIKq5bjkbp+s(0ti`K05HA&x~k{J)h+^XOD|7< z4`1)ExB;*w128=qwt8XN-u#tZKK6@-@CQ3rm+jEdm4{dmiFS460B~AwJ>TAm15hef z4)3TbQE`00+=a5=>x!ACZX5RTin-H(vyZO_n%b2LcLqxzHr}JUw(tF0CCks z{o#RdrF}RH05K*0{FGkE&;J8}4$_P9wf>&%IeGwSs2sqhjTc`LC_`5HcIMV`Z80z2 zteQ{e^a1X?yal20d@rudld6dH0btS!2$ZM1kPrR2MElYOt$;y2c%9DMGen2B;F6_& z>UwgFJD^`m{)-EJ(ch~?c`NbTiF$z>{>V4tM|x1+!cBlz2(OGo^YNqrbt!pgD}bh2 zzuPT zz=wmj-{tCB<5dS;&RiK!`~Asblp}{jQX@SGBR@dU3x{6`R*zX}2YI-N} zUF}ae7(;)-As8HnrQxI3vZC@_p(SP7Sl!x-==2QLQ`8zZz4277_9r z`4>{;XG76{#(RVqPiQ~2e8?X-Ow-ogN#he391g1ZaJZ&95KPK{7%#|Q##iJ?0gn3k zkpoIAd(6+_$vdT3knQ|FKd#D)D%=`9CD4ygQ5+z;@*QWJ#kO78UhwOu8~$AryS1eH zCNSf@E0vydBHnl}3i1c^sNuqbKHQ^F>zlyT`MNUAw+7@B-@(cAreE~5)f_{{bFwy}cUM;_*Sic5S z|6=_LenZ%pANU{fsDIM+l*T_OU#(wGF+Uo^NC)`6c(pvOJ&p9Ce~?dbk9}iDEb7jm zTi2`2+jDh1R}=CT>qR)2M*jdG>s!R*JK7)XVYPi7Xuc~W*6+srFy7D~Xg{^SnnPSQ zEISNV^m=(Y%1xSH8?VSuZI7(n=%5+rYluhw3meZJ@0q^~Z*1+rz@}n7jQXkN*@^m~ z{G{cj6!d{k^xw$x_v=;P*O^=WcOOXb@Oye165;x zs_C7%bvm>C^C6N%nhbxKYoW6d&u;RwTc2^6Bl@kBhn4T*$N8%6M-i z!YV(M7h$aTQBO60O&+Q8LDMrrZ;14mzYzvL!ssvXj~cIyXUHGKqy2!7{1C6wUzp~f z;(~wC-k6WEKT`3r9)x^G{j~KY`WxjT3_4JL(s=Zrww^$F!24GYN)JwNRN#NYL23Of z|KOjr{uOdhT2XUP>O}1VHM|@Ql*Yf8!o$D5d>0+VJn7u2pzjFhSsj*eG$Yi;h3JFs zcsQtg;xXnlwdS^N{cnrw<@p!KwoenTxz~f*EEnMmHM*>x9RB_#^C$C6nN;P^@yPyd zQKdEW6e7!l<11bH;gOf#OT8=XZ&Iy$w78yB&evmp=lcyfWoLRkfOM!Q#5TS|ZHRI~ zj~wsf{yc$QAoH@KgfQD+UIw)_)UP`AaO|94pG&1Y#!UGz^QJIwE1bJm`=US9gg;T#hBqE9r_RA9N(eNM!W0y-}gh`MCs9y94A-)eO0(; z3>@z3Rb-EcpdZIhP~YqN-`C-FoRmGGRgrhuBgFAy-NCLK>jkl7(+@twasc$pnpfoy zYIR-zJKQ+-RS04d8oDW69k{i!HAcgW%>82`oJ0aqQ&(ryz@q!H9mEC0VSFVWm<8{5Aa z5i*=0#*;O;__sx@%Mia_t>4732PD8I)n0aF=72?rWSF zzRjKx!)*C{bAOup(}esgPIx5Jt9$YoC3OEDjR&FHLxE1Tmk=LElTR_t}$Id&f2&dY=73@qcaIH~!4% z!2-VweaH0|tmov(>!7s{vtL7n`JJ=5m6oxld{BrcYJV6~$u7`&1 z3A`T~wTD%uh&i(gHJtLiov6Rr_z7CGeR{!3o5l6cEVB>np7^;fM>%HraIcB^+vr}i zB4y-CP*?w4b8m)A0YPuvpZJ^+*PF5}S@OVXQAeB02c3|As{Bc5Gydl#PkrWmIl(+B zqaM%a&0d~LE58zbuR%~Z{_NjAeaBM&y|VVygOLpVGw?$DiDLpa^V-UUSB)UrNe-SG zJNF$cPuIi2=cQA4c6>Rtx#+(tgopms$xj#G2C?i#rfEA4R)}DbGxzv_v~lCK{g+w) z1z(e@CmvtV9H^Yogs%(ge)Z)PH06IaU9>y)IZ&em-<^I`Cx~^d9Q4nA_krX=;|KE+ z#t(@D8_U>d#D%_)h z=s#P_7kpuO*UAjv%)G&a=&t)M{lV4Beqa%)4^3-7>L{B}@%cZEav#(~Gmpo(@S^zC z1ZCjxyzVFIZb0sRD<2+WGwFMd-TO|LdDfL9nHl{sk3;>{{bM14UyCxTO;9)ghGsqd zQJRuvda4O$LfJHm_kPyCkUGehplsPxW~?2zfZnlrM2?w5nT-l>f{&q`+7t=5fPZS zS?xPw|2HPEVyTw##RUJ>C%gvV;s@1w`PV`ZN*3XC3pY8 z>78TrztOzMhX`y#5c?oG7~&+oViOisXe;GDC)}e{vzmu)(99!z39mUpo%~SV*`Bgw zO{KYi9%oqJm24H4vFfH~qWv2aUNeHa@y90=de3q#%hcJk^9~`uXFga`>gEW|ysru2 zH6@sapbWx$-Fn9ys(If^mE$2;xlzvSwV zGLd;U`p-CiTM!|wL68o5?Yt#jj@>XTza^z_MNqeXv`;ba3G*|& zv%Ronhm|W^6czYp^#?iVS9Sh!;P`Ha|LR{}&wpev4_j_94{J+=v?HkFUuFKwO6J9A zm!XPzaao(`M?KO1$*n)upJ+dI{h42s-+>AkOb~idIjFd2O&p$M$BlQFSucw3%T`7F zx>nGoA zzE7B4=^np7bG*R7p9QbgZRK01tKdI>!s|g0dPq6wa5MN7TU+FHy5T)eF)ySGJ~1ZI zwUfZ_Oy2{(#ShwX={e(0g+Jc$zbM>GZP@!@LW$;@{Odw^-3jXE&k(nEZ&=`nh|sHJ zj|=mJ)91zRCnW%X>)O9^wX(6y zp~a-=uY8R#FY~Q+uhTleCXG4-38yx=!g9Op8W1Z84Vz)8-FezJugaGs|{XW zB206S6OlEef5%#!qx`<~qaVQ>h_G0kq*H68G6@Z5R=%g{Ki3T1->v9vM~-A>^dlX{ zukrjTkP`GKs9(RvEP5=#Js0*rg~>btd~R0$ivQ$#y5`=%sQ(;DbPpn^Yk%KX1>UpZ zit`qRW;n$%Q2d1+2kf`xa})BzjDA8B&+w`8--YA58GfLNd+#BX(NKaq{!h%)?kQWe z`e~sPi*7UMmEK(MIokP#=APTEd^Oup@w}FL-Jt@f;w;1H$FBqnB0^q2Zh3Q)slhOJ ztjn-}wzdC}9mfBEv;MZ@$ae(&*g{a>|Nec}OF@5JcleqzihU-6n+3N&oqfq9fj^S) z#(ax!pJVDL$vdFQo2@6JSq#P3*qnK-cl02EKZ?GOCa42X?rn>ePR-^EJ}o^e_TM+x z_L^{QT;XK$pJpCuyuM)8|82-T5c11t-WWs#uOgURtAL_Ez51*Bvd~V^>?VEB+UUjm za`grY`p44uxde6kv%AAO9+NgcD*2*uy_;+|#UH%1=&bvtew>1qar9#*LFj3$!9M#F z*q1XEdsV&@&9J{1m7BF*o=)fxb^9 zn2Vqc6#aLL#-lDIq`S>%AXwr@<@SI6K%4)~+F#8s?m$_}x6SajwH}si#3^W*L_a1I z)UBU_i%okb*BkI$y8id( zm#;~qiw;~nM|Lj;{MhmBtDozxo&QZEyy*mu?cc%R9^@6d2T7j%33tc(Kgl(BxlFV6 zQ^`6f+!H9uc&EJJ9A)J!hA* z4Exh`2TQfRS+l*6KMN@RVuIN+rKQN?~4dx zo|c2Wf8<97_qcT^esxT)9vAXz`hTi@xJt#n$q1e+c8xIRBZ|ANzOk?=P_{Gc>)Mk)!TlFPnc=JDgbDYS>hlbRZ7$!@VBU=V1L$8(KQ<85t=~eA4|^v?udx5zvPKkh zqWJss$9OlI)R^vGvWA3?;?*TTAKJ5!CI!Voywe z#2iy?&Q_}3d2xT_uePW5$9MU0{TZ%}gG{sbkNubWGqs%W-yhjXg#1oWxBtjB*(Hv( zF+7jZkDf9x2P3v$f&a#PqY$m8%KV+RX=dsj)+&e?ACD*;Par_$3 zf6dxoB}+TMGu}VgN_3wisN)~Y>5%sh=@>7G29=!S0-R8pt|7{~YiJ)=) zy>b7(=|0s@GML}jTw-7HZ)u3Y-%fak2@oK73CA0m>?oxzZr~54%Zq=Tr z38n7`3F_ug%jjaS*b~d^mJVsd8RYZqvvvG>H0vqK-$8g`1a&}P4WlxiYk9<34F8iaejw<)$_YwY{riu_t;pMs_wBp1pZ!&`nQju zuK(@pwRy`P(fz%Q6rVZa{^JT;Y+t{^y#w0c_`LRh%J%?4UH?x>A>Ti!+-h`zaK|&^ z{_??QHOD%Qau)n+)_#<&1@lJ{#q6ap$9FS)JdcI>H@WAhD94$8yn8sL%Y4VWHkYrW zy*U8>%k@&WL&>16-@+;1vjlbHFR<+L_pIBHkB|4JxFgR0o;}#zK&q#m-yJ5rBLsEx zhu?2Cc1zrOSp(-XQR4pm^1F>HpN_B3DY@zRLpsPMn0ev*QTlO;Am$l4sO;Y@zeJ8+ z*CR$ekJ7W+>3NyjXzt065#C9H;8QuMxF;#lWXdqF;t|3GKOzUS#j1VQ8c-LA~Z0@(&di{}|*c5SWV-a&KEbb;_L63j+W27ZH%J|+GMch5xM zRsHGz|Lq6c%&Tub&Qwr2B50fJ$dB}TdxQ7 zbK^L!GakFZ8X4B_MalaH!cdb7b&=uP6|SKmK4~}&r`EQp@o6}&eZ%_z=uyPSt*RnD z%tH{5;|_!okMdwWsfIPNgz{l7fq2k^Fwy~jFTM!157cjHA7fa>m%a7;f3}zA%?IV7 zeL#mwUoM_BtX*5LsPu1bVQs0lkB3N){6LSIAFLB$U8v<>ppboJl@U|?$uO5?m zh=_Oy}W%&mEu>jj@0l^96u8~Gpx6WZ(cW3rop9p z@l*13mwL+wa^I5e?E77=ExaSGS6=C>!~+y>F1>|!547hz#hSPxcaoiDls(joyfx(D zI~8v)ZH0B_O)LMqwKZ6S%if5nzh+pid!K9ZN!!zzBVO$~>e z>-KS(FO{FjWLt10jAJR}k86^s556Oeczj2Hqrd){e>7|OVKv^@y)m>ad8a7L|5W5b z7vcw4qry5hCtpO?*=qjq-k{}oacZ}BV^en#*2YGD@%WhO#+S>TDSvG|qdpi9N$aEW z>-Xvde6>7hu6P5P)m+F6#kKdhOx`hp&{ zJq2btWEF0Pa2;_$m=3j{!ZJK2hpp6Rb+;Wo~e1?LH<~F zUbNQV&tG_3sc*ecAax+`4<-2y>-f0QOn6s8SZxnG5s&&|en7l+IJ(+-i}8kZXfK4- z^iLS(8+^z02E>DYsGV?pqsHeF{D$^HK5D$?T?Ap|hjeNf-b+%FcaRDk@oM|K2>wBO zj90b4we)IzDhO{%$mgH=Tbpk#j~g~GC@x6xe&)NP8z0o7pm&zH0o=OmuzLSNdw?I1 zuS$<`Jf`8>X1(3(b2ET{wsz2 zjA|64TI4=?PgK*pan<{qm*8K_2k1AoKIKI`yvd+Hv7SMCl^#ugsbOcHG#>MvCSTS3 zoP<0@dO*aZeK20t^=KL4y-Jm*+BOpXg?xLPmLD%DpIS{YG++4_=bkJP+9m9In-jk7bS$WP z;Cd1v)DyL2^PV?t7H~>#fz|>ajM}k!A!YY=nthvv(&>c#l!obNT$&=v zC$cQXC_{whpv$CLZ&_TF+ucLOV^|Bqzj^IZqtUm=34HAOQEna(X0Zh4yEmVe&pGDI z{dF;{B;hX~c419%U(LD_S{rCZblOFS4d>sm0|#KBS74)S)2bs2N*J={NZABf>Md1HT-=V$HX-Ax& zXWl6_=&}1r`CiAwIHx}|d^~;wJ~vv& zWTt%3?%)Ucvwh0hA6ZoUe2pOjg9{M(-JQE#1g*Dr-{0<&KpHF5vT zbK>!Z>92>i8*xE<{M(HFQ@0|jEh>3Jcn7)BC~oceYTlfRHPsGxq1&ZszX?CN9yqu# zyUqCR49>qFTOUu+IsZm|a}Yt`139Q@$DPakRBKeuo#OHHD?{cM%U|15jDNHGqn?lt zV-+XFT+om44!MVMEaL?pI}<0tIs|gY_;`?6`Tx!B2u-_aR4YK<7p97$9&#`wU)o41 zH23s@ix-8l85G~M>$Tna2Ly=rgS;$A@!)4UsNBx9&yZ*Ok;<#Zq5b{(GhU7mcs|QkT-4eWKKI=sB&%NVcX0ETDu9~$Up;_9}4|Un&$MHQs{eXNy zf6AZ33tW7`ZvQ9VIV={)MRi%CEql%AH?vN4Ao>dtgq)Fsigk3pQ(31Ly?I1fCq%ce z*yh~o1w599?Alv@!Kur_I^=~%&sT>} zdU8tsjdu(k|2m||cT__AA>S*Rd&T#SDJt;I=tnt_Us&GbyKVU42hjh<@nz?~hkF;9nuUSVHC%mczb@PuyYP&dA;_}>; zg?n6KMJc}2mamN#Y;7XOe+l|tiJ)%$IP9GHoaK9;wv$iZ^9=IgnAJMTQ=9)w5}pe| z-TKGn*!{Us<&~2NJaT$0q!s z6bHe-*cPGua`dAj!4!y)q18Gp(lu{A$6ngwuMYV#p3TuqJ6$eM=_?S_@!#D+4dSKm zS$CosGy4DS?MRe^@n;;ru9U!yAl6}WFkg;akqozcF@LMK6AKCcH=|$8_TPHP()h=? z{;W)NS0Sihf1H!OYi#;|+`CsbqT8Jy*0a{&s(weMR`mD{q1ox zk(Cpj7CJO7AlN<{qQEJoB!@wnp~GGqifH-RAYmfKd!G^)ih$QCVy)a z9_puCe*{%~epxy|w=>ZHxSf%_{@2zIM)_sd|Bzqb>whzRv=j6M>hVuyj_u$6kth&@y<*$O=ioLA#}6Z+AVplQMc+FTL_5hr#kw%K`S4uNTAdd1w{^hK z!m}!9)`6`FuLD8d{1tj|O#&M>HMm;H^#ct13x`q@eTMF6EY?4m7upj(#;F_($~o_Y zba!5<=SQxsV_2V5ZP2sjFgIUL$;G}L)<-(|8Fn~RoUo3-`V0D>N$!m&KQo3$U(VO*%|=QJGOyV4JgFO(yH z4$pchQA!tG)^keUTdWYJbFZ9dLCJu+oPw5a^rJgIXz=c#8Zi>Adyuc%{)IV`nb8mZ zALN(1e#>GrzFLlEoo!q{_8>wA5Y+LHeXFh4*`oFh&yLFqAht{|x@H{)H4V=Gf3n+YSluTupcS?(0#)nNxC8{{3(EpWz1} zzi|AB^83+`K!Q5?7kt7qjxDQ_+tsdWjIi#i_TH&Zp;LK;{59hrlmq#Z-1!fWUt;_i zZ&%w|KIDgbJ*7McT{htdSq@_S82NV)Wwe+e>L~~PQZD_-K3DE^aGB#JHk2le{so(_ zI-Y5aXurXPw}>FtxpFYPVTX@wEIfwelSWQv>7$RgGK^^^pU)+x~%hvwcF8i+&)^+vn{oH5NF75m{ zi15Y|)Xm@FXNSLKLGwd5k4T&)tm9hT_rFl4oVI_rjs8&g$&|l`WpUKG9bGsDP1_HT zUuP$T@$~pL@W<1S2?UW&4)S4r-bj2(fMfPNyBOqT{l7xfpL6x+l-#uZwbS;mc;8Zc zoglo)wRg?lY@$PN9Z5WF3HuOV*bVW`!Vkz z#>aoPYsWK*?qGsC`OE9%iDP)Y9_yNF)efY}cR@Qpm_>NA2|`ZELFN1{*OlMaJSq_( zyrWz=^wlAihqnGPYyZ1m!6_%-J1(rd&PlGZe|P4biZkW^BV^r(`TNJLi=Tb>b%(h` z$U=g;^-FA4??hH0F8akG?`U!VBjIwp0Un3ziurRM;VmGjTYm;FihIFMt(=(s;qDl5 z|KZWniPciyuO;y36W(tGb?e9ZlX@SPV%NFcb>9^&UMK1PgKPA(8jM=niFda#-5F0YbgGM!_dEbSJJG*m(ll?1aY7k8b}JF)`wq)b2a?uTl`6ZTzcwH!$v>%KAM1#Y z^#pZb(M-p0t+NmOpmjFpujG!uW~9Hty5N!F{?kSx_;-RxCkG?Oo_a5>xcm3?8P6^W z@2t%o;ua3{?!hU!>HL9o7{A8-<0eY5mmvDp8nm7t_kB5aNAYtJLVsCF_RinuVF0J( zmd*5ICqW(m+MNxFWu*=|{@f<}QQ;jrysT&MQBj(Ape=;AgP?By2>vkWJ>yrx0w+2g z5Z2xCx#uq{{Xp~Xzm@Pp38p6~1I4>-Kzg4~tAlol`wvkcA9OA@R>R*$>9-Tq%|Cu) zw!ddCk(uTmT>PidA6>Ir=f>LZ9eP++_5No;%0K;sug7jjHR2RB?Y|5Ek^T~VrJg^P zvblVf&a~Ar{#5?a)?d4*BD)Fd`ag(&j$`h-8plj=yehmSwAnUn)acb^lUe@v^}l~m zxnTr#{nswruTR*MC1(r%x@o`AAK6#&yjI~$39cJL2s}9v!U^i;pG74$g|cI##_pZlE{5TIqmz;Kc3kr0l-zQFenM6PD_(M9hUvm2o_&?E)s&c#zqi#rhV>8jkB6Vu%retKdtL7c;T}qIs&D|E=yA+NIN}l^_rbGh83poaV3XI z6K>b%NM=@lq(i@|^ItB3e~}X0CWv*S9CRuBm{%Mb=>vOnpN^ZGAKdutg$&ZL-a~_EMGmw8j zdVdDv*EoNf_1{19UkX8gB+-4HAoN^vFleLeUKU38zd%3ke^GK%`G@mAj349v#f*NG zgZdlKPi|0xn*_n9axlEo{#VR#>(9M+RS6gU_s%N6!jtcv9DJ?LUt0g0(eGs9ozV@6Wp^6~ zr|}Tkn0tEm>3rWGGiSGKHH9y@+BOsPD&AUhmlga6Zv{!)BMnD>sIM9i{?M$!kq$5^eW}(> z9)!Vfz)R{40sNX(s51`w4eH7P0(LbOU?F~GXk9f5`QVMSd81HJl8(G`u;8yX{ ztD>u*57!rs*AS6k((<(aQp?x8BmKR;VUI#7f_OpeeTLi}`P3f!#*SFjlHa!qm=(48 zpz`tfJmDATFMs-o@rn8x>z9-stv!v`$dclN-<&D`oc#8Q zlO<;zM%ZYrpGJ6_KzV>FJ!youqom$oa#8*$5AB2eHGWjvw=h?{d&&F*el~_x{wXE+ z>ygr)P9h9?Kp*%oDgS^TWB;N3wDFDWD4+-VZc)6245$8U%AY*9bn#C$oS!D|Di*uv z%Tm1mmAt1l=I~ANpaCtt2+RKT0wd)0eLc@e*q#ZR~qg!v~YUq{}zKwrB2jh0?c z*pC_Ws?3cQTcKwDE-b5B0-% zN=k16!}<;U_s{jie3!sf?=LkuyjP)rP|j}(f7IZGgIw*tSoDeJT5f?wd>3;4!x z0Ies~@sX16RlF57G{_6h`$tmwqOA{*|7z<5H=sC`pOS-Kv4RqNg8h~ zKOa}U{Z!&#tos+oX5<~I9Dkt5J2#>q-mSFl63Pc%C@*Ok-pGJ&Pu`x&i1CQ^0QwW{ zhp8%JK8;JJGKw;E>o8pa6Q^tc|KD3Ba>)Xc(cKL zf$~vrmEX#V`33VG2bEsP7mUa6t;Z4>)*r}UEziZ! z-}Zw4kCzI8rn{%sci)T+_i3`>Q64SJV>gs;<&1TTK@yVPV$tB#4Xf1G8cU^#!TU8!yE z3pphh=Qj1|gYJAOXhzs-DS$mL-=}*F+fItN948*w&-*Yz;G?{fgpYGTIjFpT7O^a_ zL!pt;40^;i;WGn@=|GrxG4x2~umxgxa6>|iN`a^G% zgW{2o91I!${w4FM=X)>V#7#Dg;^%DYz9rXd&HFy?O+c@r(~n1d;Bo9(g9Y=~+>2tJ z3E#iT;1wM*Y4;PMPt)l&DW%2tX36`Kb1SKP{~njc>su~%smkn`)`cUHGNHkLy2DgIhwSX>$8dSVou9*#<2(2b=O?=U4=+*jmE^q2%X|FM z6XNxhl3QI1%$Zb4w7;2t%bi|NMLnOFJFui{PTS8{KqvHrMgf?K65w8kt{+tI<83oe z^6whODpR`p1txv?dt+-se`flQ_5mNspMx?v9+gHP{Q2FuYPZDseuZXvE;Z`aoD-U9 z`+M~ox9$4g7-1jR?c+7C)Xwq(k^aou&!4=1gRe^}-oLd8%M2gofX^Y&@g4jI{W;`` z9Pc1~B>T9a_wHyXb>Ux8w4bfzqyOQC80FiFk8zHP4fq(Zx$!}ReuYa&ETBTum^fMf zploQnFkd-Pg}^7);F{k* zNCByC7GwAC2>YVq+1oc}FTFS=H?2Rs|6^V=-Y+af895WwwSVl$0QvRib#8;&=D#WK z7gX}ea6F)CP0@da39kr2@R=NRIaMxB+A=6zohc`yg?;V%!9J(TE~?Baxheg4Jp}X{ z&qp08qoM>cp5$QSyBm+C2XsCGxtvfuL!sFv%5zF?T0YW!kN=%0K{0|D4|33c+>JP? z3!U#{o*SIZ^Zozkd?ef*{ZiL(zqUBhU4kISi5&E1anHs54#>ZMYhQ?kIu&Pg`=kGj z^0yRaRD~ecCDx$ze0I-@dO=q{$1rz_FIxD{tB7^2IR!1H=?CU#%)|2M*zhv%SqX=5 zOXQ>5!av%U-I2q*;x+$pWeDFD8EVj_&z<}1NxLD-?BZ{T`vqw~?sqJ>T05UEOX*!S zJpA%?7#t_s+K1}&#UZ->=YH}nplRwkw^*yxTjr8;W9N#j(z%NG`l_#i^-|22{ zJ}gDi{VuF?GAsAHl5Zam{xd3^D^R%=34+h$px@U&pGwYjzKL}@?&qMN&FW9tihYK< z{;=oxZX14tc>PnA|C(aNjWVi45bGE@7?CjWvUG~<3(&6W>w~2^B~Ld0s~i6UHsfRd zL;oA)zist@AnY5AT=I>V98bmN>dc6w$zyF8sM~5H4xKP`_FsI^7={NJwP?Iw9 zAgFJ@bs_NY73L25|E>HtDz0qfKZ^zRhhhr#_o5$l34%}L;FO={#j^Dm%7vAZAHRXVfA*Z-N*naxi>yXpD3@V~=J-cHb2D^G-eNadp)qZT(%F@ahoMmA}Pl zYq;cRc>QotO!^zQqKa@zZrXqU&HR7L9rc2u&(`wcpAh3Zx%TyyY5$J$tGdTs&e@@$ zsDFJTB!D2wk%NkTSc^B$U*;Sd$?j5o)Y+ZuMhzM$)}IaNdsl)eM-K8YzaNw~4p?xi zL5r*GB*p*kn0E5MH=6#YA$|8FsFUA;1D!rHyOHrNGOfMLXdz^Y^zGqQ?Oi`nej~zb zOc3Kl4o37z{Xtqb?_rslHzHUV#Ye3y+}vwnUrs@b5B=~Zs9Qe{3&{V3O=;-&8`DXYkSx?R$xwzpnGPWogmWQQ(`=kNm*@#`)U}e;N6g zfn4hNW$W12+kX+|cc20~64dQK!*)K|$zUH3{h)e3uCl;4DgO zRpq~?|LjBwx)96-1dHll$&LJTp?vs^?!Df|B&mwtF(WYE9bZVZTb+NuKz>oIQ_*M{c*q1M_K=g zcA3i`lzsd+=P0HZ{pd{)<3tYLwcL%6LgL3{e_eL3nEw>}?n}1spRoTy|NWT$Pt)J2 z{qMwyTuWd2(Vrmn*>ceLaIfK#gW>g2cY1vk`2FZdAUR# zom-kG^U4_Zk_6VcD_85B9y3+UpMwc+K0)3575KF4GwD$8-ww~Ic!y0R{ID_O`v;Gh z$SJvH2>lrIEq-YE4IiZJ&o&h478%L>DSpeL%72X7)16b$GL(LdB&ehRZjl#%3IDFp zzo`CQHUGlH2yX;I9sh;T>J`t{7f;oKheV6lTWiiJc71ZMVxs=P65jA{%eMqhiIalK zzZCc{QSmQTm{W4o`RBi}PtxoYjq=wv{<-Q7{x$OdD5}V4f~cn)3_4Wn4qHI}-M|-3 z75{DpI3+i&Khh;FKda67A%^vb@%7XoDqs#ldxA0u-@E<;Yt?jfpMLqSit}Hum@vnY z4Z4c{A4}<{5Y)-<0_iLdzxz|HpDWbg$kvQ)%PF~O`(gcq_A~B3Cs0Nc3F`RYQqbi!Yc(^fb@9wQSs9A& zHO)O}Q;#;H{D#ZO$oZnM6M(6V%OLq4l@ElXkzm&}3_yD?-+WBUM$2O~ z{~|pfxIy!B|ow#Umezj`Y8&`)fntzw+gg1jA#+e+vJN!|+ z^rgUWC4ACE3;!_b8lCPsVx1eO_goR=Rbq!{D-C!o9X}2`4jpZ%>O^Oe%9VcF`i$}rFzdJsFObqd+vQ?O`OmC z(j_oP*mrNYd$2d;y|dsSv-YQKh5jBF`|;gYeAM6A|G!a2O9*10E(asR@_dwr)Y!AB z!=`BFOdXanq^I4zykj^ew=AF^3kmA>e-R6o&-q6Gdyw?Mz&E2G@(=VI`)?6tw3why ze*0b75k+dNaCeL=7y{W^KGLClMVa|lm>(+** zIT!odj6b*Q>Osq6F0t~2A9A8h)58^8*^EzU;(nR&g6A4au$~~~oE+qTojl7@KU+O= ze&^%NiQ-fJ?%Q}*YE6H)mcFker~@Hg+9a^xldtpt);C1#Kes1*T~K$AHhgK>;WdWwW86P&po}&W)YU)q!&;ed_C344aOV|q{?)wgs`UAr zdT>f^+W$z0@{@c15>NisFs{xf)4!Tpejda7Dt3bY%|zfHf;#zS-zU>GsoA4X*QzhS z!>~VlmUjQ}TnBp!{4IpHouE#Bgd`4pEA;2pD8Ak1$jq}YX#R1w()Voyjry;sOD+6D zPR0oTI2}Kw&;GTp_P&l;|Et+PJCL99hhYT;ZS22L&A*uy@pe@X{80L_iy-=04l4KO zW)c5Du7Q8B{@6iyI|&-)SG(RWpHuyLQux=ql{oBpxp>XLzFGatU#e1mSk>#|{46G9 zUY%zji*qW@#`;?UYu^df%%x#rtj&H4=YfB2 z&=3FeDBrgB3m5k%jQaQel+huA#_?x=C^7xRoEOFZ_1wLa-FA#34o}UUx{G|19>*`e;Yq7Mzls@}KX{Hm=)WY5t|#q?~l{yN2F^gJ2;Bc-d8D7T2Uqxk-Rr}}hZmNtHl)Athu3lNlna)1BWLZ5Ua9gYb9emR!SJ)6*1^N(a3 z|642>DPNXL)P;`pu8dFEIX%{-w>z4?H)-#KoTv163F_o;@a(zr`<83+x3_e>!D>+aqUaWlKWx|J&jtE^ zg>KH-&-Q#BYhM)lr{5|KSWzu|OO9k0>BnV)*$^SGe_g9xXT7QY($e>d z%KNa6qW%%|{SrZ})8ybrd%xWb=O2*&$-V!D^M`-Oe@6e5_MFJIQGT5g^M`T%y-FEf zLxwt-bJhnbaod`|ie5M=)^GO~Jb&alR+GPG{EPV$^*8DtBdNUW1a0iyKgRN-D5ERnB-TFH)%gi|D+&z8kf%*Rw{U^@6JLRUlkjd4)Qvxv+_fJ`yjt7H zvV5bs|Jumz%;NnqKAe)9_J0K3KZX8H^)INcf6dxYEhqdyCMpmH*tV9hrn~Bn{#W@= zyZ;$Y8O0FHii|CmVK1GoNSP)#c)2~`rqF*4arj#7(W8PK$!w!vd*ATK^e@`@GoGLP zMTFcVsFNQqmqOmK+cf{-`;X3lX#eEe-{Af%+TW=Een50TCa4>KL7sgcvvZwhxDAUt zEavaj*89_oY6$*)NO+G3>i9P>?qLE8cL|%bI(8dNPw~V5?A5~KLS=z(YyV+gqPD*q zr|eAm-^{<3S@~xEp`H>U2?TZR=i98_L+Qn=9{pB4ye;kzxovyz+U@t&g8pZO_l96P zf-+F_-wVq03w?hpM#ztAork%ey{Gwye@^LN5Y&|)Qa|Tg3GcgLUR3RWk~{t_7PP<7 zaQh{d8%q#;CI^-G!A{heKITEAD6#%czt*GH`8H)l|Gy%<*93L)bK}XfkJupc?+3m* zTqfi4aeImje6#+eY{mUoq<-swWkA($hQ{sTbHPlV_zOyr|-us%rEh)27t7vozjq}G*^!CueOh!zz6+kZ^WZMD*wS#96U9_(^pR6Sqk}} z{%CK6zt?{#5BPv+UwA%M>4RshCoE}L<0p95QsZ5OXDx))^1u(8r$N*=Y57hZp6w71 zdJ$IJCnX0S@<+T;J{d3gj+Uplt$T;?fy(?blDm0KzOvq{FYhWh;Q6Z~cpmEnm!UTA zB*%BH;7|Qol=|C2c#1-MgC1j8rAPBbriLLeH2Ogw(yRGt@>8uJ8QnDN3B+6Vcn?N@*!ocgAJ*Tin!`5<}yG;-|#Zm$?@)#dvXPi?*U zD)Q`z@I3NFnV@)n_9suFUc8QVK_qn$o+8!xt(F)s%ED9jY=?5O-U2=9daSANyf#mE z%UymcZ)|Pwz@}XFRP4#yE90*L zKS%SWvf`C5A{Z|;ARh(F@$kH;$aiCTay;mPr#aw*pFuyy1JWa%vHpjY^=~WT*%s+l ze4~8U_)#s-o=+lAwHOcX%7dQG#QYC>kbWq6vIYP3RyRAduZ~UFd)?k@y*&udVXy zSGTsjqw+v|4G#W=C(sh|c4N|+rb6B(ZEw(n_DA^J_D6rAK9D!6;=ai@@)7){u0I=p z6OZ+*>iODN@SEbPH@A;SpUYZ+F08HxwDlV$6J{Nbu6C7q()`^-Jop3jf?tcDKD=ty6<_kqTT`s(vHpgEAl92kg(>(S z@yK5-&&fa!JgI)$UZ5NOjq#v{pD<$>^#Pt*AI$G5MY-zu_ontL#W7zaJ<3ZOhUZSK zpEP=r9_2pRwz71K+O;%!ki-+Qw%=6g)z;Ub-?(4EdLH?s{zz|BSS00-H2hzAvUH1H zo9chUlV$yN|KP~7{yOqwSzPmD*@)UvcaI>V*pjW%lXh+wU&-$@HXudL`Ezdvr+d3Z zunqM7jPP~m5ca<9->@gW>^oj~E&G9>gc<7HSa|F5453HG{Rnr$hrUb>h94gBiQQ{@ z!~f3Ht86{#*}A6RS#t5SDFUC!vXmoy=&R(Q;s@^I!`ICwFTct{2!F!aMH8d8Y535u zfo^-sM+Tu=syvl)IlO-IN9QQki124OJ6ko-emqAq=sltTMLu$TNTH37Sh_}!iBNA56`CCp>I?lP!ZLoKU61!H^@%$5Q?-Z?_b?{4{v1^*L9-)*emWx&L}V%< zs~@L|bt2A&b~z``p;EP3$V;Tv@Sz{Y`ICY2kKuesNEyTtP*Ge-(ft+pA|nqb~6rVufJlScqgjWx->5? z&$GS$4r%vKDcN&5!?@@*DsD%%Y4tc2YkH30cDYbY?5)e<9B=v(*9MN&%Gr#clI-9i zCyaI&X6>Kub@hQW@fXCH3Tc__=0h$y@s-`$+Ll!z#FMX*@#k zKl&B-S0RVw;bQfM1Y)I1tqJe=gU0_gJ%&6LvdhIwAZ(Hc31GOt_Ec zN5G8!Tss1@J&f8V?s25pG|6F`lP9O*OzBtC-4pl7u#5tJVfs;&Am$@E7`&-sqBOdD zn#avOZ?L`;ADXf9v$v}{aSB?B&<{s~7{_uj*wyn2b0qnL@jFeCKid3ZR)5^XgIxWw zd!XUsoj-MXnUfQ_7AN{qj3DTggT5h`UNir)6OV8H8p*mNe)phtHD_t}c+KcflXG*C zYFREbtk0UANu6Tk>sFkyGwr_;zeJ8+*CR%})7P`w>3NyjaDgu`0hPZJ1Tl}vLHj=~s4ei#+MlwwV4hYVYVqLsZYw_KKWv|XUzUEj z5Y+Kcv(i2Pl17sq2G*&t!@xSvw(>)TA421{%nToXEI_}}4x>ELUF}=?gPi;JlkAU= zzMQ_vD%OPJkKJ-Dx$4($qWvq-_o@UTC*`31`2~s0?yf_*5gkJr`Z?dAIPdmdG&`h< zgjb264k+(zI@GTm5IkrV1AjN(HEC*>1}!+!xzZ0eg1Yv9veWOOgm-Sy{_vv-e6#jL zI ze9Q|_m)MH`&+m+9;kM!<9ptp44xiOr;8&*vH3(uoCI=n*zJ4oJB|oI#OXK>}*7{@q zN$&W2LGP>s-*}H16{$<~>-KMcBkO!(E=LZuo}c-+up=q-u1cqD9vwyh*Cae|f>`It zLH^6GSjp~f&x!q49Tax7B`5jsp0&Omr{oq7`caFZuKhyF)qX40c3#%NxlEL>BVBd3 zQRUO|)dapL;dv3nK2#1W_aJ-HJ$|&mdXGfA$8XmDcxM{*Qs0@*A<8$y=X4JX<5#_h zm0jT1Cc5hoL^*Qs?oaV=B*#-(rxv|=MA#ukx3Add*~W6B{msf(vkg6f{ju?ZC^P(K zH&4_rJM)&Xqx~^Ev`}}{GsOk#H4<(7)T4SgB#8aI98}&xaY<-6v+})YVaK?3=>Bd+ zZ)^QmpYR$G)bX!x?a7}=trX@C`Kzu!vvNvqy8b{q^q)HZG&QAJ`vD*0FS+B_(d3<3 zA1YuOL0$cWQ?7|+6lC8*m!1Wj1{K|0hWsOn!A zZ?hA$V7Qhg|DTtNOyHE<(wKf=e#U-M{;aH@Huer0{MXZc;vJ0CRzt$BRg%fS77Ny2 zI7UbLX6=8MON z{qQ5GYd?oV6W+2-Zo3{0pMPD*ukMfcH`#eidxxS0;dLaa+kc0?E|b6po#ioC+Fug; zx0$azW(I9>7wy-Q@UXwsm4Eko{`bv`0WYm_HTYE-yUa)hx`J*ZS~jQp)l@W&F~+Y@ShpJTCFhQN7%T3v<+YLga!Y6WF^C}e zL=J{{rnoF+`Z=T9fcr7x9V$!T$0^=F9>^)Vr3?M&K@fUWIcUGTMWXbP`VaCk%gg>P zrlj}hl-$ylegqKI@o#X0aS6=ptHZvSch`mf)1}*&x9heziSgTw@UXu}zA{waA?UVu zOWpxt5yFpL>drn1M;a97NN3jnX7`ZI@YQlOKj?VS*4FY9O!&ViWz?S__Q`Tk*?&B^ z*thDws9WOvAv8_-_Xk5X{YNjtgMP?3|BS2M_+h&X^882XTskINVh?KT*WUEK4?$i3 zyBzho#Uja%A@mH1gYT@Y+RgU;PlG38>h~OSOZedmuG-=HTqE^|2Umn2 zuAe*IZ+YI%P2l&Vi~b*f?JZq*JX~s-U-$8_m^Fd^xU3Y{YAL&!=fJNb5Xt- z|7@gpG|~`#sW#>r7k1A{;18hh0}1NJe~9~+IB8NymJUxJM+!fr|F_<`$Gm3LzYiw5 z#}PE{pI^rWLD_*0I0lhqCwV$g4fimK5@57~%a&P`7>zwSSi= zsh_V3KUTQbLCH<|7wNG6`qB0C_uAi#|J3r0elQ$3=t94Yp%1$8AN!}*N0xdYzq#zi zH3s?KI?FhpW`AmS?4t;8G{KC>SU!Jgwev9>cYDpPEBh|9PW0XNa2DsVqni9NqyO{s z)f+N-ofY!0$NLJ`vo&kUQH&XWiFrY*0w>-Uc`?P`CcKPo48ETf47Vx+c#qu?UKv zbY|ntbmuicXp`ytEP}fIi>26=3v5x*N`8IPUSPW@z8t@1e{8LG{xyZZPbH|AKc$v^ zknEPdX}@@h=12E!-N3(w-s-?9xoQ8y4+8pM)&J%b_|qt(nFNjN_xR6t>{jNh!Vk%y z$90y@$kblQujzz0gP^YegU_FiW*@@`=9tj?x)?uQ*0$@qbAYD*HRC@w*Pvr7CS791 zDgR#t)o%4$HBQM*`4{?A@RiXH&$jwoERZX>_KxzG z(2u1AA?M|w{jk5zvyd_B{TI}$=}zB$JxVxpN^VL&x9J##|EyD{W#l7Khjm9AMgOBHFk5ug*{=73!EvJ97 zYdn9kdU~0CQ#$ia^7Xax?MCvpbenv-Yz*@}suN$YSXWdM)~oHZRm@tcWd**#dfjcA zA9o~cN!41+SKKy7cj7j!67JGSG!L%JAs*H(P{ZSPIF^NqwZ$^r7JtHE{Rp*@s=hK> zN8z@1R=ORG+rPQQ?S823p#DO6)GLdpZpB)FDS|3;!Y4Mw6hFp@f8_@&n zzZQZ%xwU;eJZ&z*;8*0Ew7hSvBXHb}^v2_B97iW@?=*sLr9b53V(@#?@{ILE`Du9P zzIAHX?c0v{*@?%$k&h(+@+*yK z5729*}##@{Dv4AmN?1+N)D;f71R2e-Fo=-GnX?QsflEaM@pmDTnr&!eo?Ok=$G zE1E{p|7!k;tfDerYl-%Nx)Jf{5A@&n=!ZN)dlgpZulB;4?&tiCmR?TTo)=T*OHW}9 zs?y^i!oWxQ2pjXqcikx>1pTnS#rQF9V^`9ArqY*&8@HJ~ z73;n_hWT9^PmN2qv+sAgHpOf54)rx|yI{Spj^9%Jj#B^1B7d|m=rL|v)b>RA=r4pd z`H%h?S*msYez*L^dc?SlZ>_Ainu>UJy;MB!5#1`i;xfe_D19 z_7BJ%kVpP+SA6XJQS+Sx(g$P+$QY0*Aanh60rvHO3dmAFWkA+CC^{fpK)HbIjRJDi zdz<=?5&s+3OJD!Vdg-fby%f$g>!o0-~iU9Xyd>*`4zR2snrP2sJq7s z{I!H58Fn=|1)yZs=)imp;#r#CHmCgA>lRB)p<-PB>n9)g=`)4)3cC_#$}lTI8HAtj z8Yfl0ANQ!N+ikX=@aHxze!k<_sT|2ro^IENsJra?dda?9wN!4WV_1Fqx;6czVp&r9 z34EN2V|Q-UKD4Nmw!^U=w^G{rF51tw-TPJHg%VCw zs952hE**UUJ#sMQPWNaj((nrLNqU7C_-5t*v-T-Q+zWoh?yv(Yy@?D7}~aBA{#=dPvDDQhSMkPs=@bp zL71$4@M!s%?W9+vQGfLnY3=kJ+7@Unpe2>j`+it{Q-T+G@Og5*@PZtSb4;W7Zr1;5 zI?Z}Voldmno^AM=7eM1Oz&89y;e`;>S@P(AByN9W`T;)LyC{9o@o(tau`$eleDUQ! zKfNWizsf5Fo=wI0g}lv2_~>Uj=&)}58>y6g_8EV#(yR}@b}Lq4n};{2vDBnJ0{^MnBPW4x)_!WUs#i5_H$-olLN1kpP|5bP4Y z6TPewW%VU`CwfG<(GxWYA_Iv z=*KeZbI?DMP3-yk^PX8z;`G4_=NT6U%y8ut-BO7D6eg%^zp%^ltzX~Di1E(`jAoO^w@biy$$)Xk6W9iO|0g{ zu_)1De1ts6pB=Y4hKpB-QT{de18*L$?#PMERR5ZdAGVcWd&L9OU|aK7<9%O$l%#}8 z5rmw|sPYPmeL=@hU8N9l`f$R*Z-?FHXr~u#P@V)VopXYiB`kYx_gL?^2e7nhAQWs#l==bwIhjGuP+k zg3M#ii`#31!a|FU7}!+Mo8=!*r%%y;arzYbn9+MYD!giRwG(3ZLiM8CK;&PE5~@lN zadGKAIt((#u7R*k~T zr`hx6el6QipSaWQDYRdS?B!PtuicGPa;E*y=!Jch!3#V1s!jWOG~0pBV3aO?WT3oc-1!&xI{T`@0ZbZGt-a2_94{jy-() z=)jTIm&ESz-nZRKcXChZD_X%pu+yyFFaOXcoU*gA{vQTmUYFAGr=p4ePHFr7ko_E- zwl>;dwI6bb^1D(+v>^yRC8NseRl9LZOZ)y5#THUHZ*_cTv+eyw`_-fGEeK+qlTqdN zOGwz&GgImXu`!@;R(aNhTw4FHPv4sngr1U7_w6~N8P7Ag-lyMr!LHX8fzk`is*a z>b6aNPT86Ep8<6G8}?^9!|87~N~k$O^fMWCs8Q{sn15iLuB|vZYtAXUY5s@@`8Vo6 z+sbdTz)lG>oE~aP8MGz{JtLz&tqYuy_R%Zguq*i5x}mo(Yx4(pqH9GkJ3$$^pPTcB z${*~4b%r0+|Cm4hX!$Yzz-b%UG^@X7bb20g`6WmG_*N`G2Yp-m(}|$2|9e~Byk|@D zp8YG*a$cPNe3#epYqbt7g#KwqbR7xm=C5{>dR~;GE9@AW$?c4|J%9Xm=-jdkHTh{z zbR7ul`u~&G^WL!5bb1s0e{-)YH}6zV>FuwOAgmAm*!)ksz4K%9@8BTtudaV^PQ|sc z|9lhPFO2I)T__h^B&ZV=sXBQ&SccvO0R)pp585LGkxIuHzBFh z+z{S>Mn_dz9q0awpzleHcoNjrzh&VVZz(qS*Pd%$YOmO)ZdcE)Ln>|kx);&)CI~$v zqq^JkA>#JLP1^oUsr`y{u^md;nbsfTL4RSp8sE+IPkNKv%dji@QG&YmuY9&ggtUm( ze=#l@*MH6O-)(5WF^2XtqgUAq5bK}D^7kjchY~dQAMcwjif_8JL)hOtcc*VR`-pb? zX8_R+B&aKYaMzVdQe*O-V^85}zJ)rc3v}aznzo|6gU+RvBrx}uN8c=M zy-Voth@^+TOI2?w^#AV^e-J_4`02elIG*{e9W{8t%eCV6YPaP<1ziSeuW;B_|G`0! zUpOlVn}g|(H$h$hb9cHB&)U-b8S8(`=oK1U`wvckLjHgB^e5~eqx_ha-|Q9YVN~wn z1i`0_DyO&A&!=5r|EbQ{YjBEgDnE#abW_Sd=+S@G<7gE{{v#>EWP&+BAoD--%w@@q zyf0yX`j8L(X=o`AK|hM(`w-OGAHfwJZnDkIN4kx?8!c|n<*W4VW9!qJ{Ea5M2?Sv$ z%BbC`=vQoGQqI$9+r==Xo9S@ZYK4z$uP9?)HJ<2o_Dcw>9LC&#%GT@5id$m+GWhwf zJySd@aEfjjOMk`@)a4&LP1?xtiY@Fiykcvs{G$J3{4;uwFq1!(tq`$)^P~1F>@Rix zTa;6AEfeX_B!Z9=8TC1yDTXbf{R4dWUD_>Mjs1>7|CsUr@8vJfDLb3xAN|+3{%@AQ znvZt-)o6cCAx8cnmwjRJPLN z`~v8W-j5biLJtY%L&9Xgk8i!}O{T)PStV+~C6|xZOjS+u{=10c-y*2%zwW2*e_%_` zcbS*^emMJ^1a@Tpqi%hMOcVNVG12WNhdB!Dc4G0XhuO7OJvotCmeQYP_@KeyyzvjEhf&q9yG^;P-M&1SFQUSFO@33_{zm&{ zIpw#4U_mW^W&hTbzi8Te@LAzKDBbyyrH2&J_HS*?ALF;GzZ^NTF{3woMQs%&w3?u< z{r&0&$4OgTwCTS%*D-N>_)6ve8SQInw;#>&SCb71sz&L%KJkuRQneK))bbbo*+@`l z|M_SYJsTSpLjMn?Txy-t)ihLoNDF85h+{$q93 zki5URG~^WBvX=h%5!C6g*k4+OOBZSX9rnNa3T;77(QVdW(7!3Qe;(5M+xPUxdSYY) zLEZQh>vQd`)bY&4DMP~ciT$57)hi#e^Ks=A-IV{<|C9ZXV3)#_p}PLbZO*?wt>2;k zjN{j4N_Q6uq`~0eG#}Zl&kjBMZ`aNbI%e(AeYUT*|FwnU?I*FI(wJxV~obX3Y&|U=~Q;C7(e|f{sn^2(=zIO;L8UV zU_Y}_c-70S8qvp-Pcl{#c-^PgbBYxlS(CvM7Iq1#g zCxC7rL$5DWZXcJmnI7IBApZvy?+;Z3eE>0Xl%Q_>jQ#K+fhExR0ll0%KJ$*o#cPW8 zKSFeY1ToK%(XjdJ6Q$34)!Vb^|62>+d~)Z$GpFdL`upF{Z>6%CUd_i}oPWSIOynO# ze~uB<$?xbVlO9S3X#E`H=WWINMNv-C|F8HL>kmf#M+(+*mKf5>U)algADBalRSyCe z1T*MqzpXRde@Pf9+Ao;sP7#EjlhKgLi{3HsM1j&n3_;!a>GAj3_pI03KYVK!yeh`ORyXY}_PaFsH|xK%(&fJMXvi_) zeXx7>kYROmRFSui|&#bD+EAp3#?g~NU_!UI! zPe?bd!TXn4`6*co%5PjhvXvhF=f~EszVH3;8ZmgCAjUZvopr-5o&{|$u`A+Sh?swt zx%#Cy%V_)SAt*oU50BE~yIJ|o=ASnxp_>GC^5cEIP_*Pr-jh+TMzdP3T>YRNw>5uw ze~0|5<97+0>5&iU)&7@5&__^&djxZWK)%1#@7guC@6*tqd@kJ)_KSPDuM>J~t|Rov zZHgaF5apCnpWfG=OQ$DHKC-B*_Igi?b2ppry;_M=bW0@ti6W>QzbtNr6Bx=5`9t~1 zoHW%x|10k+=s(8$CwGYNy98k;$!I`f|N9cWKcikA#f3EMlA$Q4=%)N59>!(k{5yss z#1aIbGOC;(hxdBapX$9nuV_Cr`M*r|AM#h%53+K~&Xj*M@2&SKp$7!BBVl>{quH)^ zH2z!@`*-U3la$Lp>g7krALtMD5yT=KZ2nDu9ud^7U;0&g_Cd;UEwjhev3JGmAq)M| zdB-?)7xZTJk9^R7jgQPerU>x_b^6EW=Dc&vbK1@^O&8x`O(}fOe!p!^u65;vTAt9K zrvy<>8Fh#`_Cj*^ygu-@SD4s;iG5z~{mRYmoT8hyKjLMiKWhJ}D(Iil_m>29?a$xL zyTuOeb@{E);+tas=5o;DDOtZZ5c2z+=w1+nog$;o*?i+A?~cRVdUg+FSt)$b_@Mjt zUM`$aoB4*0H>x zw^e??zw!QA9Oe6lAm(W@8h>fkE!Nb;`>w6|L#|SKez_OfztBI%^|QCc_XmQ=M@Hi! zznqfRXY9FRT(&!6{dDPq2cF$JH0BiDl0bjn6NH?~s7J!bx;{40_kbK+MysX73y3OT>{xj}heWHZE5-fy-<^9jG?_aWwk3QX~ z{ns6F|E^(W*G_zBCDDGLDgGCNI{x{reec+Sk7MdRDjhER-=hw36Eog%67;spedvg-m|`G-m~Il*~wYpS@pG7=I|C)XBY8vct*uL z$xwb-zRgf(_%uEs)zX}o0=@YI`FP&PVw1UpB4*9Ga^0*|E3S%tUGiq(EO7O$;?n$; z;?&DUyd7=4W{zru`hpt9bzGx&DRr7yNK}&=AKoPr8IG|EaZ(=D$W7iKjBh<_II0~G z=Ady}nmjzc-~;@_TSg1(dQPdPKgn@;lY(~>%{vb00nuLISG^8XgCiW*6A_N`hbrD*2JoSBgiUWJ z@KmucJkK`p;&HO~72mkwT=hoMgm06t*L2Q0gsX3vHxl@Hdi(tdc|(HtCG|L1Cy_s{ z$Eo?-bG%&-ez5!o9Nur>4JFv>&T3CL;eF-=;gAmxYXKW{HFz7z!*MMO^rlcL_EnkMpj9#o1?#hFW}Hm_ztM1&;Q}wsss(| ziB|7&>3dPQBR^+7?|iu>2R}yn#&V8YKTjC+A@WCkB3$)W)R2Q89LEN3JYJo=zaV`( zQ6JyS59xs(^{Y(#OSBdJ$Lf44-nSW*S4&^z_XC5xgMU@OXyzY|(<0nhA8PqE{SAH) z-xzK@UW)iA4~~Dr`UrlH(aT z@>T1vsKArcYj4M+Jy74E2ZVe=f2!qaE!xB0`XOISA)lyE&;wWb)gFNY|IlZ^;Y|zl zYJI|+7RGa}eQ>-B1cZA7g!}-skEHeXNFS-VTk&B$D%+p2Hg$jsw8n0}lDKI#=udw1Fr$!j1I>T$M-H zf3&wzpF=)C7r2}yOsg=GE8aC_eR<-~u?YoFj^NOj_jg48`ugT@4t{pu@_PNgZ4dH> z=fX2(uerKvgDzanzalqo6RYE01re_HA4gGtsDD-doH_Va`&%)-IN->kH*d;`_{r;2 zwhs-{I)o>eXY?1%dm`lR%X5oouQUUMd|Doj^juQBKSzHZU4L?uE$#bK{(1N%rGEN+ zM}87nRr1EC=5HtLTgWT;Q}Og-d{S}P+xDW}ArELTWBVmfFApz9^`WK*?{XPLdDQqH z7|I76=>vW*9QHKI1N#ef$@xiS7=O_oC{J=+vv*(*g8$_9lBUm+(`(-Az=yFuRUG!Z zv45lg!u~>f&_9~|7?)vD9^`9WCY|0taPqk2jd+OFK=5cSy!#?P>^Zgnv=;N9E{eVE z#t~2Dzp4mV%WtrU*1el6#p)1N zUF)gA7TxM@Sn;&mrS+H6AFA^{hApS%&F%X}M8(}&$|<@9tDcm+MYp@)9arkJ7J(>+5`s{6z(gc*(PIqH97rWxR(>ZoouD@Xc zO;@cR>=eRio5-?anYY^nXYF(vR`al{fO?dR;k@nQJt^38)xe;D)(Q)nHN#1V)>#eLF#2hI6>b~bi`c1QacLt}c zAZK363GXO%i!Dj_Ft|ABAFMtXMu5CJyYo#Xt&acqx8YI0 zF#nK^8UKg}xqv#wcQg8lCT|m=zhYM%aww-C98oihS#qt|mi68&HkdM;y}ih+9h(M= z_BYEPeAb~q%JNfP503BHwSe5|@{euP^d9r+mAC8t{wsw1&2H2^^5i*fcM`kV=y$sQ zYuD(`6Y2DKPNz_JHeH>@?Gn_#@pg%=<%j%Y_(S<^r7uGS%JlJh7g2vU(eqr#FfL$P zg#1xo<>>?Tsf_v@Z*YfwSm@IBr!-M)2Zd)Zm|@i4-3E#F|AoF6CkQ<#qsr}+8GF)? zkC=alji&Hbu1n*aeAM2?D?s0i5QH9+(XfDbADRE3S$@Cg7Qnhwc#A4&hvatC^cTwI zK;h75GOFCpi&(SC?M2)DtP_PFupSRc>MZ!jZVdW8^q3rd^ty;w%WV zsr(`y+POPD3WD!N=}$3&7>{K1N%Pk6Qpx^4-=5~V%^(*ipVrMj&mlLb=%)EYe`EYM zzRhe_f5->@M>PYrX+a5!fc}AU%Ae!P{`8pDFPiCHro|^1zVBP>{^YY;OOA9)(w|ZU zp-*Jg$L@BZ)O}~<+=cgViqnanf9CgZw#=DRbkp)99?Eaz-;pAeCW!G=MiuW+@U90t z#ZK|ASB6t`)BJHe5%p)>ola@}W4e$0%hDewg1Y|ecR2rh$vuziT?6AxD)O!Ydb9j- zIuiUFPe=Yr36&!VeI%ob{!u>%2=72D|JvJHX8BXH7PO1HT&ryd*-DS`1J3c0t~33C zeT8vY{>*#yT_XjwvztFZcbKr>A`U#rP%TuuU1MAR5kaVz)inl8&%B;<6#+_!hD164&gHI1` z*T%2v^t}c_o&D@nw?~o`)+X{n{sF-Z;V~a~FLBD#l~Z)n{%@v#Yf?gW3F`RwK2k1* z1?*YX=eq2r9OWFF?_*`>Ihy^Ca)BYpxtyGLVA~{iphbMnT}fvc^sDu7OH3!tJCQtv zRel&>VGqb3{Ypx&7>_Ui@>-db4EDw9VIA)ESlvpD-?fPz_N9)0KHy!EzQZ$gmWC%P5{b@iv5E{1oJpD0{CU8J3kGpoN@^fog1Qr|`{ z$SFC~`a?YMh3!&&H_Km*r+L>f_McXiP-}wdr!s1{Zty87o^BVR{KnfwX8D_qA7=E# zmId`^T)%5e5qc7YogkymW%oXkM*9w*G%)Op@Q(W0`Z`HyFHX@d?dVT?f+(kqCe2%Y znx&ra$P*fcvl0~Ehy=h-rI3(_ok}DyA;&y zr|K=UobhT?SM=YGM2GolF2ZHtJf~N@w3@tQqFvz~6Vc4-AND`w&uIU5ri8i>H0rN# z(mz-ybBl~~NmE5TooJT7n(S$pOq9NH8_zjl7d*3kHeaiz!C zU6Wt$DJAN^JJIzZXe>YEAM-DD{#r!PoAK{Q`9m&nyMeN^S^m&|*bYe!dvB}8;4E?msxM|Z~X6j^f`PF2DgJ377RgN9B=9Hbqlm7H0 zs9XPY=yvoX8%f@AF|NS(m3I(9o&I!p_>dr-r2HKyykwrx z*Ok|{;Dp-T{*WtU`3F-%LkVJ?Lq>h_^?xUg54t#@5TwWc+;OD z1hI}Sqdw1$$fvq#{SA8UgtGotf>U&x`G@_l_J4bu>F*lsKV$t5BSuCN)YX6Rq)qq4 z>rD9WY{}{y->;F#e>l;NAgHT9j}bi|vF~|@Ntygw#6G35{mkSSuS-FGjpOGi;(IJX z-TI;Lt(7rS_~V3|IeK3f-UXdfk16+LM?Fr_Eu-nr7=mbL8J)J~^;u~jc}Io(!8_{z zRrxV~q5MBOe}w+R@j;Y-JpI{AP$&P+*K)mPzuB+dGP=+mR*(wZdSE`^I$uW%{WpQ= z{0JJyZ;#XNvy0}9VYewfr1G8MFV5QQDii7ZJc2r47gqn71kulAG|c7XV;0f*z{1o0C2_mu&63Ou9cNY%^k(u8b}+6O z?cb>sVH!bQ`Mrny@{GlrcsDT1ANCjIFQwxL_=o;WY5!kovVJm?GMGgWcBYK-{O|9v z$V)4h{N6l#s2Vkm-p$&$ydeeV6`5NetUXrH9?=! z{8QR~Dq8`bH1z_V#UxbIQ&}`PaPL{@3<5?!PZ3MphAooXcoq7XMsISpVB~yFgHd;E%qi# zvCCR!8t-tD6{7Ims~25J9OTLgHLbt@I(~)qh?re4-2w4BgIiR|EMMDe`dzq@z5`g{TFtbKShL{Aft+RwuXBSHmu?vBkZSvH5Z@GS>09GKbwhe2SMmL zD_ZLMW#&|`Mb)VvwcEiCQ!9Tx#Wel9h3K{uL^-W!#=Hs4ex}>YJzkMQf2yyel^6MM zCAw_{G0w}V_ks^^CA>}w{i(h#Y0oLTY5o0I`BU@J_D_FI|7!Cuf!s&Hp$Ysb6zRrw#HO^mmQ@(o$>c;=zjr&hBugGRUy=ibowBL`t&Kx3MXT~vm z%FeX?wwu_Ww&_1@{50B+`-qVv1a3aY{jB_&T zT*)_%*~QtX_y4egxl;J%kdieQo@~VlwH%;72MK0GfINShk?y{P*L^X6OzG>sX7YcC z@;gj0rR8YO(z5oE%E!73Dul={_T>!jq$U}hl=wLi+$GZNgSv3 zpA$rPk|69v84cSS^o&_1He7VI&K9x$6tQVto3M>3J-_20g!OOh?cF{37^mz^^%u_1 zLVk?%_tTWnIfA*95fc3swGF4#sJzt0feS%SLy_kZ){HH({c zdeqh3$Ax#D*8AK8`0{TBzR&gs{tBB3{XQK6M&>PQ>UL*!@ z6V$bz(trH2g!QlPbVIz(*fwvLmPMCp{pS+VT_cEmWYoLQ)Oe}ru0rn*t-C6`o9|EO z>gHce>pz!??g~Mj{)rnu>5a6J#$Sv}A1CDN^?cQ@oT8h`KjMKeWBrFwgsTKG&d6x+ z(#t2L7qtEk`|o1D8E09627kIwV@_R@V zPSGtl=+8}p7$;?P>xL5dB)fk-zifN`{k#33^bpk1A90g8(f48#;)*^<=f)8&n*PKP zL^);j^1zqpC4cfR4ZC8w;$6BHr|6bD^ye-?o&1D_gvCgZU-TcyFZeVoKfF_;{Kows zGkWle`d8aO1IKsU=>3DB7tb$MU%WB*LyDfNzx{s;YM)c-b?Uz{JowNVuFZ~F6uAnHj* zgBoU7&I*zILa!E8>{spl$0MS9Oi(9(vr?6LE`85CB}GrM{{6A@8`}K&$K*$&SM$%q zf0TdY`pa`l=mkOaGZ|IRUo`Hb?mszDxVrzOc}KLh{n7vbG^~HWq;%s6Le6B=_otl^ z>@Mv;WukEP{Dby7*(>_~nxL-z<0c$=EA^%ITgXp(!|Tju{I4hb0sY^&e;P;mz99%Z zLq@&-TKtHn7XdC9*M4;TK>jMd=GMfFe`3pmdNuC?d3tgs+(&q80{h?I=j#16 zc%TTscP*++nMniq0eLwyvhX8Rd3dUD8<>RqEgd2=g9`l_6WAFX(=t1je8%}?_-m%RPc^Os9Ul`nLm z0@c^|y!&YKrPA9AeW2n9hc_MITK`hp`=8!mHYoDnL9~zYSSh@hp?z@dQ`D!y83{2emW}@Ipc#f*-_JaV>p#Pf6Y%ATOHt z!sPUjAGyBCyQo@TE^zd>e=jfc*St01c-I`o`@}}~m$*-|}jO}5@KeokHeOZb6t35}3!CMf* zksrd5KEi<`91!7Ix98|T%iDunov&FR`;>iq-F8lJ75&wC%;PZWTl8n($@OCf;XUnp z`6K?P+r9dH=-WZWAEbC+ttR?Y^7>C?s2`LA`9nU8^4RSshn%Zcv=Z`*_7(JsH%@qG zL;r?6CNhk7NFUQ))w^SRj&!gc4cxfBjPhc9gm*i5qg1{3l_zg(=r8bI1swfZ5%@#-mN&~VZA6{k9Nua@1~qEfWKdWB&T5|?>&SZ%e%vbXAKLRCBp<5x zvNl|mzf%0HwE<=O5%ve{Y48vIVxb?lBM^@Af`8S!VQuQq&{tJOInf_c9+f`57{4Ju z#`Z>hV>t3JqKq%ig*U9{WY4MLC587}BR$H6{1A@ssBeUW-`nJU7U9RY*uS0Gy|L(j zYJB5(g8D%J)8xyz%xJ7%lppzhz0{&_*KG}`{Y!J$6X4ItZ}RkzzhTt!Q|;DGUGClnqLOeZ}28+yS)KE)beQdJlaPcpX!VHHZD`3za_5^v43-{8jajCYv!9tn*@@MYq1<{#V}w z<{mop*WB-77%o_Q)d?zDr{pSeKF4aXSbu-1z><%k43zV&4fEx_KjBmiJ3tG>XWFg2 ze=gH}U2;qK_u1xsaMqC_6ckgFl-3{%gTi^Fs*z<+d_TYmS zN%HwrtnV%456eIP;w<>LHGkAI1`hCrbTiWj@FAoAM`p)KxL=HVYFxyz->aXC+nm4I z`k-z6Yv-Gxkib9M1?Lyhj&itnrPHsauK|lc^m=fEts#PPN17D;b>2|HKi2&r_h=6} zdRW4MXKcxy`Yw6y$B6q4UpdRvEkAwb#eOX=m`*f2Mr9rg5je1U}tZ!H3R9zOV zyF+iGp5$<4eINI;Apbx5dN=eW26E(YR)7DS{kh;E^mC(|-2B8yL4rp4yVfR0x2(Od ziSzY$)_?murjF*H0PzbDJ?cqDL-JL<#+)v`P46>4ROqk4CF`X*x9`XGr_qo%t3P7P z0=d8f7QWj?|NYk!v2S0T5=4KLQRhmXKT0JVx9+yT?p1NW-+qN>?w$Duapdnne~J)9 zdsxxQ2RBK1==D(af4m+_(SLA%PBZX|QbNTDLLXYuBP+1*5#WOQ!}yUh{b3RQ5mKr@ zh^_D5FD^k5$`FJekWuA)hKuCTc-i{P%$vf0dsA@1^BKPh{aup2mnNudKkpIwlbB<> z5oso}>#PlhHz+r>%Jf&->(`~|yCXs96B+f1a*JpCiaDN}UH2Mur|^WEujcTL8oinP zIc;mdFMFmi)`aL?9`8QM2KVBGnzsLMo6GmTHX}ydPpbOq>(ngn#cZZm@(E5`8~V%G z|H=|0P6VMxWi+hu@~4t>+fU~=?(-M^NnK`i*niQv6{qN?{39O5d3Axio}mAgB9tSj ztN-fns=Z;$d(N#oI{t)seJb_W#XU1E*Iv&wtA90FfAM;JH^m*ci^$(L`tSQUaVEYQ zLEZRmsTZCgB~1BRr_Z`*hI1%AGuR#X8aGDdUxDac2S}!#}dtV}iaC(N!g=Yya3$pW>uN zC!i$-eKks`CKA-3PYLIztfQg-RiXX|{aKyj*C42?zv@T*qNVNsll##D!arO} z_3yviZ>cznX;%Mgybu@6GqFIBGJ50qn?dAXn-Z!+P-lO*pFR*H#qOPUq{xO-!v5G& z_~w&4_idj){rma2l$PILoUg~iEXt39w4@K{r!pEleeGFk$*irezGI@;2@2omc{+Wj zF(ZZi*QM``2|~_g)Y<9MQ5M@Y^g)5d3v2*|FKITu)~X%9aY8Mw^rs#{-T3D_eR-m^ z{OjuCWA6Bi^QpgIt8#L{p7w&?to_aEuRi75fS^wP9SUzvl6+c3w)QHzUHAvf7(c1k zpkn{K{2NlfjsBVc@|#VACBNuiP0FQRFYdQ)$bLTc&}Eu`Gqdu?cAW64SJTD9Kj6Ft z^3G8Eww$sv)jzH2d_DS)@%2F11x+bI%!gz&Z10;7($fB4w)UxYouQw!?bS2#?>0Sc z&L4atf8+e68AWJ85bH29s@(6NaeLs=ef6&j|8PUc&B$3O!b8Zf8__iSppueN8$RBoLCt}EGzuvvyr{(A0?}+=kp%b!P8{JT=zg9%oo*?*?(cqZ< z@0e%1vG&h8hBEZ;&R(O6&ac#7)L(0&Ye!Jm|NTe&9Lho(XW29NQ!s;lkudB1!nvW^ z{V3SQZHZndf0q2mVwl5=^;>?fe?hFD^nYLJR?fDKME+*&rzRT~g!LJ0oKbeB?YF2# zzA71NYOnXYDCfJ&a9imS4|>V?tWpPx(2*e4(PUKdZ|q?*{@YgmU~#_=&%%K(Tj|k% zv7rI_&h)1T!CVNC&lkRx{gbYy`8&R=^Y{9q{kl;6?gVx6=aBi#Jr>;Z=$oajcZv0b z$fSq8OI5Ea=(`eKH-ftLx2?s!&xrGZnJ8R6kX4ZrYTEvY_r3DlR(}=?_`(J?(lw)Z zTvxyG)Kh20{jwS^@z?TnFD&@?poDr7#5~`M4!u5%9jf!kq=zjc#Qn@n8(kY*>RgUf zbkp+Vd^qd^oDa8^UX2$V1bS6|97O)TDWT;AVW-Qe--|0B7=PxQlrH)fTTKRUu}l$D z_B5R=+TWAt`V-X2kL8_Lyfkvv=jF$j-(XXT{$$Y$nO<#~#3{O^5B=#&5OOM`zR$nC zm!32nxvN+Xe+K(J-HEiz&xG2p|1p1n{20&2_oIBh2papp`Z?GIcK#XVe0y6_elz)@ zWG$HAhS5eizS~NV{-dtnl;xm@T{xXS=-bb3*;UrmakZOcxd_&T>VIy0=*IC?#tQxi z65U9G(33LiKKkK#=C$Rk!`_AA>@J0G^2yXUe~}@aP|I)hX9z*8W6NmpUwdw{54(#e zZdw;3?#KMSvgL0XPiW)E??mTK5bY$R8#kUyU=BkL#cjTKp24n|ndd>a{D-Rv{s$4= zV1hdN@k!kOT=*BlxcFoKg*5-{>io-g{RRI#D3|ekwORYen%s{WO649wP_KWsX8fDw znDzSVR-cW=}6!PJ`R)52YZa6{cNg2&BzjK__kxgB7I`tLd-?mNHTakH3qUHb%A zbPE&jBQ4FJYDj!5ZT>Zy;*TR}r_u8p#cr@eC#SR=@+z7+)AwuV*LsaP+=3(882U4o zpsxRToX-&|Sv=}gZTBfg__yEPW3ksukGg{1to{zYyWDzL=j)>VC-s;SkrZCpW_p#a z(=M=ojrwOi@jZbc`k9Qz8}@lEbv-a|#l<3b7{y$1fx zb}v2jm-FLWV*jMby{Bu>rqlfM%q6;c1ToIZsN&z;zT~g1kK73p??a5b{{A-mMY|tu zR)6jt_aFE${D9bha1N4Fc*{9uXIg*u&WoE592_D16P)wf6nUA{d|lo{>uG)&A-56qFX{xr@uW8KZ=sd>~9q_ zt9ZCrf9<$?^n{7)%X5luTK_mdg7G({_Rn}aKY((bD3|rGDThjn{Ff3V%LpQ#jE1!< z^o|WM+>cYw4-^&lqgnl{$!ho8uzyO~nU>#d{e1-`w348X|KQ2XKeE+j(zNG(cg6XW zI&(|inmMo$w>5vn!~D;R(M(v!B%cpQ@a)GnN0PhWBAU7~Y53 zL<#LAsH?x=SvB8DLAe5}=Q@9fc~bbX2H!5QFPixi@nPg zCj6T=9Z_X#Qy<1Dx+(uH4F3Jq^H(_p{Z>k78$n(EmcH|6u&|XE3Xj=-ROnCjeKgzc zU+|fZ{;2CW&K%#j)1Ms#A!jmLx#{NztUm2OfL`5y(EPL8*8bZ0G2{A?ZS>myxlw+1 z5#PZCe<3IXMgQFFy0PUvrx@0rzUNr>VPw^;J%#-4rte1y>f|TPZ(t$|PTJzwYH5r( ze=$BJ-}W^xHTz``(H$VDv;X|+zFNx8zW!-P=6f+hV3yQ&J(;+yJ*VgvfBLhZU?Bv^ z>t|!%zhs^1eLnEjTX~;P>wkMG{yu^_`SDp)db;F5{sGXg+dV?7J&AMS$i}q(>qJNW zoa2m`zmK!NFJ)iBW_r9&0lnCh-lwoRe~O6l-?)B#kir89LQl!4@48dBg@3)W6n;kW zujj@IwH%^9hY9M&Pv<`z5}4hqcXtB&92fqX9Iy9JU8T8p{>`-hC|%S)o|Q-bX7pJ9 zLHUjL&k;%}kRa+=MjfInJY&E4zi#ioHb%@Jt9-89=BJ^y+n+hezf4X_zmn&ocK%)| z*FWIj*#CnlU5TL4{@+UD56Y#^e>DHT$B6DYLBx|$UMr*gzS@7(Uj=CW9{krdtlyip z-@p6EO2vs?)A2)%r=5Q`o=%+HO__ubZ{tNjr?!TGUpV|2pGkTRRZU0Q|zj-*Zo8s~t`~Ou+D2|{`e!O=~ z3TO7iVqe!N8_oWp@Qd}c71CP#-C7k};Ca9zLuU9QjatM6-%c(KZ z;{0J~_)(t*V`>QgZxCGs!E6L&pxj@|LhF~%U)yQ@G8M(UN$?iI3i&Nj(SPpK_Xh;A&LX4kMJtD~X`P;w*&Cy+ z|L2`O`u4`m#W+Pb)n9nu8hjb=@7UJe?j@aB&f4L_~^{?9fWm>cjxsvenCaole0eeSGVH=keR)Rt3p)BX?th-g2ff5Zez=p8|w{P|UkmCx_2 zyy4%;>8N<$VaV)7A7@9lwmE+@`z?|3{X$Tu|2?W&?n-g=K1W3g&r0ue5Ndf(e?AaI zJIScs#X)zOdfKRrh_pXkqLf`t%3>sKlo?1J`(V-VP1w&sui zlhXSOUK{TcO- z)se!VpPg0iy;gfw^Qzg*BD)uGnYpC(631q#WM>1Kr$ReAZ#P=xg#5?A!oTFNY zHvF$!va7*NgUEA7LJS?Xjl+NIB-=^ae>idLBYo>o}1ixK5K-e-+0q{ z(|+F4ye3yXx9q9St7h4C%WH5|@^n#>!xK>Q^x^3Xp8RrfG)VIN;rRoeb@B+$Wavl` zXyC^3tLcGW?s&=sxP-_L@v$+drk9!&cej3j;rUMGPn);` zH?{}LgY>`;@QaEkI>zVAj&hza@Zu#EPcpUD`mgK3r%b*-X@AaI0$0mhg(q51&JXV) zJl9|%VN4%5JoO=8TpUEWDi4|=kBfZ>2VH|F-jPeH_T+Ws`Y06Z&0&D6<*zC{ATt&Q*`_$PV#M1R;r4$OfYFD$6_56?JxxbZ^4_u3!w2#ETCJgEKI zRn(X2X;GUf8V}Bc9_is=JLCcS68Z%b2jGw|(5vY=@Yv@T&t7T9@@QGTe=OFM&!7MH zNXy949G+#{$&M+n=V~WB2_ZkEhx$gk#skl4|0>H7esRXSclrMu#>>c#U}sG3%pXSd zDf6M*K)%!Jdepa>(C><;SJ@LCJf$H&bwJlV@2T}!QKS#~RO7>QktW}0FX&UqyIOxv z)E?;X=#QW;N#XF^WXDIj|Jk@+E-#LST6kW9e!&3#Ojjh-w2P&_Ag;A^d} z%!W20Pj#t#`bl_HVV$7uays-6vS&Oz@(H~JY`H&TvCO)6v zLX78=mGPewp2%L2K12HO#0XD%sBiQKv@hgcZT}KfUbJ@xZWX`$LrWXlAMyivC@DO_ zLB244pnNDl!r>`Q+H;i5f= z0pJJ+U(d)>U0G}X=i6|2mQ(b7zLs3|yxNF7S2hssgZ!btjpMsYU!F%Qp6Xy9YU8`g zj~z#U2LJE`hw>UXh{3-x9P)|ys9%)RSbnv=;ra6eOCJ7&fnLoI`pIZdXrBGRKiVHS z=z)VDY}_Fn9S{W?Wl;b<}Bf=s7z)_xmPtVr!YVD`;TatUGTAK4x zpa&1M3V`hS+0j}7&zkTS#NQY46lgU+s${56`mzYkZ=AVNUxGh1{X7OwozNFgsJ-k& z|3Ezefj_uOm@3M7>9-cb21)t>dqbry@;HXc5E1q1n1r3ZpC_iw-2SoUP^29jB>0##oFFY|ei~1KwjLo7{Ka9auH9w5M zQT^!Gf%;wDEe(yDy)@`c46B@0jgWC_Q%gYLN{;Hp`cy0Wfc+jBRnD;$&2r__t;$g> z9Yt(#X<)Mx=jV!bT&(Y8B6_UX%c%41Qy--{XUBFPy8RAYL+eyeh8A1*&Upr>=wg2z z>+ja(8v1oCzw;@x`zvDl(U%t)_J{VZb${~tu6B+H>r+@i)}2EM^FA0YIrPiiX;{I- z;v7N!VoTCJY|S|`F@hkm-8;0NA3UIYt6NE zIj0Nx$wG8h2C@!^FuE3nd? zo-tAEXQJOYp=kK{!V@?}7w1zTH)u~e-0$Jdzom&))0dsFKb*BB0=EmhXRfyEE$FfD zpNqm#A2O=k!yih16zwSdNkiANyN+q+2=E>9jdbMbd~}ybQYLz59_3s^@61zjru!g> zN8R6|s_T**-*eC(oU;Qz*3YZ!ER@bZD*K{U(@1d+v+eKG%MD*rj1!q@{$}@>ZIeI$ zAhe4rfA%)#ukv|c?86#|CCJ+^R3P0xOql61g`qJJWLjIs{ zp*NA99NqV8&m`$dtY3ex@V&y12#;EMs@UnyoRTxGKQsMle!+*^h;RomOoLi5#jO}DI|2`(~G!-De3KB#=kkMf2=yR$5 zqTKIqtiB=ku{}43q}h6?lFj-5d;Mh>^w?i1O!=c9$fz^x^H}n#9$l;Yz%yd}7}l^- zmN~o133{{o!#Ny`Qz<=%qq5~6gz-_GW)~It7f~ZvoCxalucgL>b8O?TGRIi%yW$>j zYWrrs<(3T-@>`VXN)v=U$*6LUz%%WRCj}=)iF+jL7W~D%_i69^79+Zn1fgeS)H(a$ zx9r&{zX|ut+!gouwhq4@-Y9<`k$-WbD?t$bNk+q(4vmqSW6>=P$h_O_VaFeX&UZ{eXcw)bB;=0@k^T?L$8&i1W`{i>Ra;q zTdDHnA~AR5bA(MO{EYQ|rT4bCKll{=%CHSqo+4nM9^^@m-l9>^T`#{BYqMCCd3{%v^_r{F)ypGydBb-uApwJNY~VrGM^f zzMSoHw&aAG_8;GZj-R?pA>thPgoED>yUlU3nO@1q=a*yED8qxw11qfrJ-*kZaM&p_ z>f3u(qIAvMe%zEN5v(zVXZ&31)RH+p1$}k;UIXC-W#Bw~>s9I15gxhv#SOuKrXHh? z+&W#FBbr(L!Tv(~8~wB{d@>d1YTCv;eyzyUWzhp&*O z$b$LNn*HQL^tB1<#*g53LqA9ZjyBvlw9{?z&Tab5yC0l<+(zVY8~@rnokshw4&_^q zpw9lb6e#$P?T)*X=YagqF2=`$jn~!iKd#*ahh6AO^g>U_=lELfPhw@Nv>kH0%5{cu zHrQ$1*SSNRi}4Qyfqu~0j}{M)XRLkMVuu%W2@`&3247j+c5D+jL2p)md%wirV}}O_ zKNd6IJWTS=(Foa^_MbxZ4guO#eTSg9&Gc%uq&o)rQ|mvqpvSn}NR4RGjsFgH(!7v< z%h$f#C%3!e98t4S*Qc9vJB#u+Ai9PGb^6mMI`$~5dbLKy(KT-|*k3VziyJ*lDlO>E z>Q7BpyGMcT3(C&4{?vG3K^VV`^JiQ0{~kTYHFsi2CqI6lKfhz+j}>US^gyUM2iEA~ z!}iObYJQBG5?wQb80TfwTblY_@=chO>vj1f;vR5hOUL08yEWt#-Ny23=djiCYknZy zC?U+Rb@R_B*Z0RUfAWKg@9PymnA$tH&56DRLD)GmYImgLed?Y8F0gBG93vIQx2^s) zKWtcDCvuz15BbA(x2^OQ=^Q@#&yStMH{K)4z>$Az`qPFW=8-b$bE-&^)N#nq^ABYV zW&J3;OaCI<%Jmz-2{kQ0&f!9SjpuONQbPR+>hx#ulBo$S>_WF!t$sZx<`2uBzUsQ` zwKo4~M|6D&>gK=x(waoJb>&|7-J4Id&J^BGS~<&-NxO&Ap1$`XsI%X^|MdLG+{zyH z3>bBSp`Iojd)LmlRbQb$IuM-)L0$iI$aMV;^IARB_vs2rtRKxt_j*}ayf**oNOWBY z>hu@il<68{0+rZYw?JHOBS3o|I58f`})h?vwuf zTPpeCO-SlAHyG9>$3#_H9p_$_Q*_h*i+IpqIF^X-z3Go9L0$igUA-cZ!4D+(f*;6~ z>R;G}#%(0q>MvM~zu2w<|7P@;Y5fZN*LaQ}deMs#L_8T)?ooW6w{^qE=-a}6Z(h*7 zOq!Xt*FWkHb^6P(YvzaSCiww{{J;-r%Gxhjtlt{t z*R1|kwt`(yeq;OpPJHhsXircE%Kp{(bhCWV_ljWUsblZ1Ui#qf?X!gb97OSV5!996 zJu>bSTax2O&J1VIvj8e^QdwX3+qI_%`oToEouF?1VArkpC+7dA`LNDKLfJv0-&^>? z<63DodT*keNl=%6T%Gj~C1*?M-~~m_vfV`AKz` z6MLf{U1JFMZro|cqCd6qXDHE4AefP$415cY3umz(V>S-15XL6a_o2&jEL&Ag8-Iq; z_pt`IB)zzDWKhrKAEmXiT-zVMV71ua{kH@%{KYd=8q}W-)8H- zqlu9*1dZc&G~L4~OyP}ZJovP^f@c4k@xMBA<>0qPFNk}D9ZxJ89JZ`3r{qlazZ?1S zLjNzW{7wdl+dp_uJDTC$*WHQlBA!wZcge_~CX}rTpmW{&mtX^~>aggorm^gKu zSSYyodEo~rsBPWJB_}v?O3qY%5D)ePj;Z0hS^f1T`GZ^;?YHTa&q=hamcijE3#JoFv&Dzh5V;-5!SVX>+p{TkpRc$SJyM`~CYp#=L_54@$_F zAnZID^=rC0PV%e#xJAso4QwlgAB^Hoy{l{a&!zA429`D1*= zgVf+_G5uLW5apCn#Sexb=}*k-F3y|QzVq7ZoT8hypGRb~pWZaMBF68bF_~{iMHI7{ z9{E83;~ECOFQq?g2^#fh^|DvHWj}X@`A~SrA_w*~KA_n@%jo+Wf;#z$U6ukFq>c3^gv^81Zl(d;% z&Bs5e5oOq_Y*)L%*V+sE)%5)@f;#zC=HI(p)^xUbTo>!VZNqo=EZV=2s6Sif7y3V? z?^u}m!8FU?K6bssQr9~S{ld8a=11k;M9^se&6%>|c&RMm;vJt6(ftQLm#-_(a9~+S zbQ=lk>}U6|rg4(8DBSIK;O`l7HsFL>*3+L21T!E&_Cu28>$(5}YyUo(36(L(+G*!pK!5bRIYeyl6_-%Jc{BdF_tKAGF!V%Nxi zfL($8chvtDqQm&6vmf10N8V?x4e#JSjtgnlB|{F;erDyT?f#~|C3FUqypuSJZ=9hQusmNa{Avlh>zN{6+4RlcZleY5Y*+*+qX}YVjT}}|JivRD?{O>)Bb(&&Sq`=I!xaK2trO|R9XM? z-E=hOjQug;2XF7Y&~q)8Xy-p|>wgvt>=NVpxf#8OiTnl<-$x1R><7!E{%>Xb!TJk! zDX9LjDA%#%>nDV!SpJOq!;F9A1N}X~ssKD&q%i-uAdFw?_+u~Vk5dNckdX#GtbQ!Q za$LG!d1#C{f6!&e&201Ywi5JIL6);bhk3S)D(B~((E1JR-$twY&wbTUTmJ|qx>E!( zu2@m0y3-{10mr`VoLr-Z6dzVg$nOcFJ4rAHK^fS&27eUo2m9A}e#h4OhyFD7Ef#Qux1|AY}ER|#ezCuLdgViQvU^-a z3#UIf2Gs1v+^$|KXmB->N|`noxk`8q5f6- zsgTJ37V#ZPP$z!@6`#d1tUsb%Rr%5U&_)p5ZGt-cB{<0CytJI=zpyLY(EOL8{~yV( zR{oUgPwr$6{n+5SjsJcl=ZUM2F=rXhTj zd>rA_`>A|W)lJhkR`ljfwhkJWA1`jRs<(fcxDBt~UIwn+hE%)d6NcO5z*TYAZX@IR zl(8FcIbQFO6gHTzmM`b-s6CdqQ}`XoD=W9Xhw+!IQ8q)#%RRw(B_gbjXs6ov6Ny z^^<{bRJ;oy`~y>tljqfN)EB(Hz}!>o3*HCPlXs)C;_p!`+_2VCED`riZ_WSyo>exRs%QTJ*Ph1 zmPUKxco%S$A5GmEkI&;cJjC31ydCu86z@XK_*bjGifZ}~Z%XQI><0V`g=3pbrAK>e z^=CBWa9i3>X`d#1(=6G&#iwc<$K6o>@UCGz#;n%2E1y8^4{sgG^M^dZ`&3bma!)4j zNtdkG17vwfr5uy5!ZTYFNOBYX5%JaA#1%w1%nDbfJsOMK#A?+8exiWDq#wK^>vJ@!g2yw!G>MrGdy#^~L~xv}27b{S$_8q>J_d4tWEP zB|JsGI6ekGjK{$+Jq7y zBrIzn960g;M7YWy`coo9e3hSKLLVYN=y7}o@!<^s;cEPnf*#+OwR!6>s?!v1t$(X` zvm4`IE#8;Yhb!&hsuh2=JmO-jpM3Z^YyY|2lFy6$^>z2tlZ3u-l%1t?-Pe<2{DOBd z=r6TDwIc6Ol}H|3N#23y5ZA=YN4n5oz>U+sEA*T! z(lc(0%coq*7rIbE^ly0oQR_F6L07^cRE!M>xK#>7l%Nct%BD{vUPk z9hb%N{DD7~7-L23ii#aO_J-~%_KJ#15ET^_OB8!oG`3hGMq)3-9%I4Y(8G=$EQpGL z9XlW(Q4@dn+|7IMJd@u&n9u9?`hEF>dFFO!>+J08?Cxx5zTA4ecC|NO8YF8_W80E< z$ex0KL2pO;%n9oRv#TeKcYBWT!OHy5k|SJ|SH*d5YXw}pkvvXg*6Ci48|S0X<+)Z~ zkZ-sTl{D}CFKcG|7)4b(ien9&H2mc`c=eQ=1kgl4aGY785m*+$JQ}F^E@=|TT z%A&k#IO+rMFu=8CEaWHVGvJ?>5BlGi;~C`vzyBxiERS-Q_4>czoh9O*yt728-dT7p z%{$9-Y9HO{0RNQzDRinmj@6^(v0^2TUMZ||usSs)`hsX@`E*50x7||a#Co+HlVaIH z+IHC7)ul>{X3IFD(Ps;+2e4wu;r=fJ-%B$Gv0RS|-etSU?7YX};_2Ua&JpxjwZp2D z4+&c=aZ`$hvA$%Tfpz&YS!ZCyhSeSUA{{xID33Ww5>7WG{Oe9P8?94WMET9ELuz%j z)6p2FsHSc7+U_F6Ea+j)tx6ws)*ZgGYa(kf<$ZAL<#*UdYOwY_uCA@!aE|EzY($6M z4?y{|a=Q6s@B8`dZ@R%eiT>OBz8+U<&lL3N7g(Rb2i9bNh<-0^<{2u@?{zHlFz!%R>3b?Z3V^bKhyA z{JDq@<3?v43{745m|d7Gb!adyf@LOpzorAi9m{C+*o^_5uKfebj*{EWBg?dbJFYYA z-kp58#xwl+7?D4AV`0@pI&!fbo19o7g$}ORYSD-YaXR`_p0$4u%BH>2Y1V!Y1<$Uz zW4XY(qrvQD`V#{v@|y3wrE2q1{mrIei}bG=_PmK41U$ z^(gVm@yEfRhOd~edFeOHf7^mbB{S{4#>!EF+sU`XcDlQX{LSbqr=RCd%)&clJ*{?ONDOU%86COWji!SZyj_ z@b;AlmW=VRnLd!b3qelL{HAuuv1R#erl)Kz7{5mO=Rgt462v%`(eWh7dr+UZj{T4-ahG*RCLRoAWhlIAyO>;SUuyhcg1$Qv)Qw+@Wrde`Wft>KdS5yJ-|P-) zw_8+o&yiDcZI-`ir=#Q?67;3%2igbnO#VDKboc|QBJIwh{;f(n4Sb!e3iwCYVxmoKd;&QTWGiA%M+awLEZe9 z&~NyA$!FA#vI5B6_r| zdOENoN4d=MM?BF;n&q zr2HLnfu5$CH7jxT`+wKJ%-Rq6Ku=Yd-Q{i0AFpg-{xH6>g?X(GGSZ;iyKQNb_v+vm zYhCw<+cmCF8)RRZuZzw3L;hg=8E2y2Ve-xc=Cw10T{vaR7MVLMC-K_sN zn|Nn)p@doz)bW4lsi}WT@k3VqS;RexWhDk!@$-&fAKaeJk$)rl(SjiKc`JH&MJh|J zyZKC*?41eo`Z&i=<)4giD#lM^qH9j@8-gQvvjqCax(|vG-Yw#GH(Ax9NFzbd zD1I}I4!;tbk4s^D=#@qAMUwK$qISEAQ*2j)I{hK+P~{{RNAeHjcUz8-)cMo2-Tfv+ z*OVaQ$*AHTvcsu|5kKXZ*IyJ~^^fz@RyD08%5TvTS^%wG}n+EP~LJWRy40oXA!d@>v}~0^g3o0%VAAdsHrsCbkiHvlv!96m)cCtKC+C_j=-UuoCxSZu z^Y=NGBsH*a?pL(tEmoK4-}q-pZk2H&r|6cp^uvvyuKYo<^Ix;@l-ia}D^CjVj!*vh zOX?rjM&yrmRePe>>5tx58z-?sflpumIQNL~j^yxSvE_#_?RJ7$`=gv?=!a@n)%33p z^t~fN*h6Gg@$RxMaL?1;QPIM?&xFxA1~r|We*GEq7tE!Uoz3zW;|JTsw$ej?LjK0n zWt}OZo=8xG32h=?NjqmuzW;206w5*VKjC5q7njXrIihu;A07mC{hyH8W2Y2T`bwS! zbz{W(KSTecfrnaZ>o0er>rSu;K^fR>EgQ!?$U7bSZ>!>+t{F$PuJofDL7o1^-K#zj zuf*k{aP^hAI-F3`_Q&lU$Ume0YQ}$$va9+Z>|=iS$Bm0{aJD&rwVXFXV86g47%2bu z^uvpwuKfa9kC9KO=PETgk53GPeamxuj@Y>g+U;&nqU%8r?Ife#u65or`#%@P6z_LS zc$ci&ZT9eHyPAmcYgYe2dLK8_{Cm-l{shs^ zG8&ZQ?PFGIN?h-U%_G@$3U8Kltw0C&5u*OR>3d&-uxD85%So?U3FWV)4axAVgGxR;xM`D86Qs3P1`SM?6#~c`$r4! zvNgIq%HZC*uFdod@_2`hzj2F=pbUQ;689lfbRR+AkG}g5)XhJB5!Dk}G6QGOC4Q!&dQ%>lg_j|AfTIQlV_U}gl!-c`4ZjghL(8FDfA$-Bb4z{{wh_N70x z<%l+(eoP^Vd}K7t@q9A#sQYcN(}SXgcl?(x6LR_aR}lR_f#@a@#5!L_6Ut{xmTT--y>qV1G#O>m<0Hg!RYQ-A=MtF#eQc%8wsWaZUUG z=lH|hi;g@LF1(A+R&M8M-Wh%( zx}OOOIV;-_l9FZbmWwVfUlwwZ!OnIvY47@aC$#m~JffRVP$xg?WzLkq;+Wg}H3Qa* z`L{sxhYs61*zR4MlC?O|k8g@~SamI9dyel5=*L2W(DP(8cu7!-6nDg-@`TYRgm=Mq zcM@DO)vn1Yx@r5H$uC>wKiUPyM3Mg@`Vl}-H-6(5$==1b{r~)RlV7OZ%LqbF%cx@i zEWY*0%xjBc#r{K)IXN2cI;Yt$mk`}jf_VtaAk^o|J2p1=%>x%F-xKrKtf5|Sh78qi z2L@97UkU2;7jH}6WCrgb7?6K$ch5oRT=yniE) zHe~-Tael!=R=+R0Yy0o3h;A!E%o8#iHvN|r=JW7Ln?Hu173VkD9iL>U7n=N8O>|ob z>c)TE!Y0Yg>q&`K-b%3;vLnt{`;@z z_cZ#i8^59Ab*S|2pG-B`Kl`29eLF!N|0m4+n8s?6cY4UrID>ckZAAA6LG+W1D)Qf# z#vi`p{EDsprzRUJ*1zek|LgyWcNwk!jQqQk>b;AgZvM7&UY{a)?SI(ey}W-|io&D3 zBhTHLtc`y&{;N#;Kak%ITx0`cuM(V+vjo$R-2`>(@9<%k$CBUb{N?Yoi)F@1&Iz@7{9;}hO4mR^zlVMtBxuw>mrm&Alw3Sk*pK}d4z4q14ioZcFVXEIs4IU^ z)qZ!SLUcPmH-&E`?*N3_Tz<@-#`V{JO6UMV@TC>Cdbc>et?Z7db74aMR*d+oAN#H% zr|72n!@Cmt58jn*rB~yHir2MpZ3gs*=*MA#I{n8I*ZsQWO#B16s`8JfKbi3#@JkUM=7CDB&b2V@Mh1YlNGLCDECLKuwVMFdVW2N&O2KO#g_=`^hd`r z4<0jTvVUP-d(b27XtGaj!GFhy?l?i6{&HxK^n{WPb;0`6sK1-lpOO{l7me3KY^8_& zR6RdYi6dPzdhGwB|J41vJc9lNC3J}(=4lyKyaQGK<>R&bM`FeP=?^p0Hl81^=|3ll z?jk`Q|2a=ue2r~Rvp@d#mKf$h;i13Q3U@B1z3y>}zMmzin}6&&I;SzuA-fy&^@$bx zN7ws5x*l4NbBb;`O+U^M)aifTQ|hEJNAeDfb?s5|4vTSa)_!WTp_+FEx>kn#&FB+M z=AUzvP#8g7`zz;vo6-44lwb8OSBu-4Kh7Wh+xR0f^?cagnKl9wPVCk-budg-F2crhnj)u8fI7EC_Zq659SvXycSo~ zVEMK>Zoez(N4Me8XRWWM)Z>bG0r|EyjyWpbBYR`O?LqZ+bv0g=Zp$jS+vVGsDqA_J zw<((dk7x4TNw;3lnv3+5+xtIv74`eK_Jg;F6sx<4V;&;D)j3GgZFg~7Uh(E|w6nl* zyUuuf5bbDG-*FsVji1I44qPpt(YuL*xP6P;!RqbQriRwwGr)UJcem(@6F01g46k0>uq1zJA+!@8XUJp zaeE%OF;#vk%Ym!u;dXU7!9QyL6%KW09D4!ah%6u~{&3pNXpPJu}?!1}e^uG;Py!$laf?w761%!7D;Ak(w zub=T-Dl;DQ`AltWlIiaePO8{umH&Z7TS+|htze$6P- zG4ca&WBpV-i=Z>s7x@|KRXnTkE~Db{4Bk5|^!GWvHa^hahzI#(6?a8O)))E@+8g>D zym3LF1$`@e+-=wud^S8Up$)3N`1(CI&;@pmWd1_ zhuuGTO{l27&W3ey6QYNmQAYjt<$uLicZ_;wcTDzwK?WzkxdpO3=&$)dP!@!8-v&JZ?wN#GPYT~x1xN0mFRbS_Pr2( zV1l5>z7FzL7U*hP%KfvdJ?`B}`54P!r?}U9%7EWDj1u&)OTj*m^2kXzKAacNwk9^b z+0G-D!M-f_O{y2{wDipHKHGJx%`2d%e4J>*y}Owb^UMQgBnYj$JQu6?&L*bKhC+( ztw2DA^xoe&_l#5=)BacD`DZu=K8M>O&?8;g?a&T#c=(4BC#B@PV=uPzy(auG z>@52CA4#6|#Q0GRJi331`%M|A^g~q`CSG@i;y~f1<;VFGj59m(P7ZpsH~I~@9KO8b zwqRBer2{^e zQM)d0o>Kh}3GdigC{T3M{zE+2<)O&nyRGd9xd_D`^d;zrBSBsL!>7MbVb5v&VxGeN zC7Mo5%MbfK=2_$ZpIP}m==>|{Z@m9dippJ{AjYGNI`2A}C^>f@+O+hjORO%1_kXcu z(VBK1oKQTi4=o@4Uk`R*Lc6>=>IIAzt@d{^Xau+d>`FDZe%UAuwdvTK*uD^Gj7Jq3Q%7 zXJxeB)_0-O+*(VP1?LD8{CjCoh~0LF7NY!^mz}?)ciuE7N^?>j&h_ zdp<SiY&Wm6pszs*)g-9vzkpfy zud^7EUznHF{qK^Z{$}Mz`$K-J@~fc8-;AD$CHDV~^enuUrl%&f{<^}flIb!o>bThspYHo3nKy}SV>2stC8&YmUTNo^dTlq&9=qFb8LkB$VPC(5YeKckdi$tr&Z-Vyib^4A`+yj521 z{!VkEYe!Hgznza4O=ESINA%iSJ&J+|D`^(dW^ zFI=3TX)~tw);9i(Q*=v9`q7FY^g$U_&JV-?2KxW&{BLObdwTU(+@Jin@r!jS?n8|0+X>tD}zNSqOYA)09yVd0U zZF@?n13_K?#m&C`R0<^f2lzU@{v)vd$NXhH|7A9Q)naM>-(U!}wf<_nXz{v~(U9JW z66#D4a#BX!;u@t&sfYQU)h};~^Q*1q6u$Ud7gtWvP1_&m$H6~1KMwjX^urS$H0Ymo z_gmJgeD8H{O$yG^27U^tg*~-)3dU7%N!E=*ZtEy7A~LS z!jVl^`q7Ob`bkEECVfhkaDEZ}uby8l%PG2P{r@-fN3dAG8aJXms36}Hgq|&<%Imo5 z=P(!82eDCU>-<5<3Ok?5KczUn+s3~-|2xKwY(oM@`vc}5^ow!)cu_(65CosesB(VK zGDuxNKu@2Ux5@eno!WDXZs|!syb0zr?$dPDU;8S9UH(68y0-zvR!eqYsp3#2=L=v7Ak>q`afPf*u> z{*wC(=EGI}xip2(C|Ec)-)(LF?ML5z2NC}s3zq;~lAA@}>-ARYabkmJYKJm&Gc$M!67J@KOH1M{?Ka%(g)rA;kKbeq?C)!&qJ>}sk|;{ zyZkWIpM5FcK?GsXmQlt3g!=iA3(AFOqtZM6!M|TO{}}a;telE#8A3m162v%@QAK|{ zIeq%(SNCrV`+MEK`R?n;5p6X67)KEEgp39( zm7cMAi))m8S~phMk8WpQa`4CQ#YFyNh;A%Fo&0vXu;Vdv`;V`4WB!NyNw58tiY4q9 z|F!>&_Kyja!9;>sr^={vP0v52c880H?R$Je-2bfqUG~A_zq8%`0R0#9mpXrE;FO(Z z68)G=P-j1mn^q!9a+Qt|I>_l3&vWY+ zpVBo1|4%2n83c9mFLdD4Ys}8X{%33ZqyN8-e}jep$FGxrn*Q^(^B3mTx;b{-@*Q4> zQ*&8n(~nyOVJDDL#eb4--Bl01;By)E@7L{=G`ex^n^i8{X5}e-A%9fu=@8BS_!E8q znV?R83z)U!jO2c9=Dsqy&WihkUA_&x5ZbXBr|6b>^kX4GUH*2P@7OxhMS3OdT0?pd~LGgc8#^(IZ_781sKj?qP{oiF&?n4B1{TI|e+cU|pOOKM7`^K`4H2!;! zX?(&fGT z%82rtwO?`apM(63`yXcXl&x6*f1UoQ`A<~o9XZlHOg}CVL_K9RI40;N8~gPBt0w*K zvHKv%+i2$8xuZq>kI?sX1a;%j?NHkXtWJ^Lx0Zg4VHjuE%Vs{=pqqC7_$bkxBxsZ$ z2S|S$N8#5dM`oOQ*H`2pLf<8Vy7}L4VEGj+Jzv0J15TnPRu@G+1d#0{FPbxgTA%*nY(?X@W1_d-mRxwPBrC}ooV~I(fM=8 z|MdFrGWyRn>Yrg$kn;p}`g6j;X75>C;ZFC52W=Mi*HR77WsY&}DB91g{-|dy`q6D- zkLHgnb>R4JMjvT%e&ix06pjQn=ys>lL#da$-OoSg4`;~#?!Jdv>z;Sxh<1s7TqUUE zf9I}SQ&|Z4Z_GvEU4NKWb#!1&QUA;I{R%O-HvX>D_ZtLZCz4U;UN2Hu!l$-7 z(+cet{+G+#SQk-kcr(#|wzXeqhy$gs?teGogqrqW4$}WnFQfiomOsv4Vg5IcUo(2M z^V?BWk*5T8?dL!6w@9h-^eOhg*+nuh3NJVA&YcG32693zx9P_Ng1Y(B-|Lrw(w#0Y zEBn8U5$8W{<~Tol>V&qU{qGQ6EJ2dR7y?0Gh>-aR~6y0){ zenb;QJIQF!s9P!jVn5X8KeP5jKA2aG>$iIpA%9xN@e@6X{ z^5-Fy_YuK7TKTz;B}qEDE>Ev#Pqp+{x!Do-OF^*SW-{vZ7 zOySSu^LKY!YVS8ZqwmkZqz~@q{-;!^_mC5H>m6l|6u#l8TWQA??wn9l`Dxt$Q{R6q zBIsXGLazy;o-!J|r{`nIt#43~- z{)o6G-hcYDKvLC4=Sm5Bv;H%d-+2DWjJ}o0{QHK=oj_10zZ1?yT$R+%p)Ob#S^WvQ zuGaJ)v-~Mp!GA{iVJki6g~3(_1U{PnmqZzSAc%6xsIq=4G^gFGUA}ij|9NpSqqD```8AA1yxeQq%u!^- z)#QH$qRU9oUd!K-zhNrdT4(Q*iGjBm><5cp5GjAqn>u22S|CZ?W{C9VHGRg1L zE@)Tl^(&`itwjB8Z9kL?4&KmCw$j@XflBWx^8b#?osFPw{>>Vj^`X?_AJ4B=7WB5} zkMgH?|6MJ%QU5I`^2fV|IjQ_c{avMhAlQsqKV&3~>P(G?_EOs%l>zjA--Y{I^Ao3ccU{nt@fdd`}5 zSUbO%hv@79HG0P}gWj=u*seVLxSYx zyxBE^Yv7#S34Hg_D?DhT}6TzXEJ?I za^aUO{%W(oJc=F?=eH_l+V$6ihT8i9w(>v9r8wBs`Twwu{=c4I*WM3T<*&17|0-1P zsswfVn{(jSvn&WJSEcbrkSAH6hGCi{oe<6E34sY6z zPp z!{qF5kLxNNda8Pu=727S97JP%+E#J!*MM7-ubs6Ohuk*$9|DeWneUZ9)!|(&;jq%^ z_XqcAFrTaQVksU;4*Zag(cccrhj94A0X@<)%1O1pX=IO-_if1`E7E~p33|j==X;~W z(Ja&+PJFK7527nM)Qe{*KiU`RAs?gv6Qe!>|0I~_(7vdTF+I>D9OX6o=`hv@dPsSz zN9+r(!hs<2M|t7z0`#z7t9Vv&a9Th(6hwJI4?OnB-pWatx^t|*O3*$w!i|0z&>sk2 zsW>R-|LQQ;zsS*c-!Lxtt(=m6BjJD*&pVtQtVKoP?YPdFD+$wq54VT~X zXhP#db+F!?!-1_j9-O$k0l->sLqg zC+Z7+M|*zW9$AF^K)<2=fqN6DC&#; z1#Z0e2#3;YIQkp>m4!n-q8!F`pIY9m9N}vJcI6nq3G@0n&&cT}aL|7~e$yCmqyya8 z9!7q^IR?mwWkGTajny1RqkL!|;Ajt|Z^Tg!K(tRKYXP3O7W}2sqrFm@-8bddten%D z_$v!H-c$PA0WHQ)DUN(lKja7bX>1SGVQvL6zCaI%_-Jo@|Ki?@@?gUl{#2gt4$qyy z$5bocHnPnqK0qGOn`ZfugX8KP4(EeKJo_+c?7z*D_pA0YA})?Q5>)j;Q`7!HST>Y3`sS z(?8VZ53K`iZ41%9sE_fSANU95G@io)KdJrETs%Nv)CX1mX)4Am>WlQ%{!L}0=$s*N z$Xn$9d4Hv{m&*LxPUu%^c`8wV7vL?)VK>q<_7BF3F@2Ozm50rR{KW$?;K#8vA0mC@ zIiY{f&!}HvK2Bvj{hEZd_HV{ht@i#beR(~)H;4x&u#cs#k6frd!QYyFTP+XdBf>Qt z^#w$HwC@jAg*8=M??S#K9PNYl2Cjx@742m__kjLJzD9jU4X?rHSl1UXdI)~%WEHr6 zUBrVV$PekM4%<76aL8x1JZN7{-vB+zVcZ`_dmtS9*Q$O}iRy<35}deke@{){k;b2s z(BHuiC?Cpi#E~x`!ciZ52R{HuI2_pHJIaS}wSHMR#(PEUdVIJyZ?24&HXQ8@d8+I` zWkLID`*3hL|5oAG&f-A=w3nJ6@q>Q<->{#B^%2Ue;#i+yz9~oYN}JyiU#(9$@c;t8 zBY)s%Z{Uk*{=@?~kmtam51~KNf1pQuB3#8a{R}wz4|L!^grh$Y4qPp-*5045?+OV0 zK#iZujCN}1BS;tPYv5}BXx~(Z@%VZ9Fn`%`$a~O({}lf-@`G1sKUH6BE&A*8`eale z%#!UZpVuGuhBWr8@_&_=G#<~1pOxA_Np|nwlI+&;;mY%*YP@jqJgZ_JlHbp= z)jW=T(7x%dKj_iVm>%&R*WR$L0X~q!gH~U=#Ttx#|MYN%d#oZ6JbSdSozzCVUYU!& zV_P0j{_Na$dm_t~e`3Gv?_-5~s_`Yxd%WnT9Zv^ef$#EBdNT0$>Xs(O#rl^W_TsK^ zuh45?lP*ib8goQ5>wi2?jeapcPmS$tPW^ny1@Z%GR(j)1{xk89XSK^`rvyT(Gx9QtLn=e@hZwUxJWlR`l?SRCe;n!+z)Q#juT3 zfNGl}&p$i2NYIxex+Vm5{TIF@<0|P&w(cw4WcOM=MDO21a&LBJ0jKD~y?;6SfcaEL z`H>9orKp3ClWx4b$8db%`@FAToj*NQ(3c^)vIKSY4{JN=Aq%DF;W01cdHD49AIb$Y z9A#(9f16F*!$f_C|ZmK(OxpL~}XmNC;!hIw(q-I}Wt+=`0)t5QPM3F`XKFW}KT$u7j9 z@`TYRg#2uGC&49C?V5tV8qqlugdQNHc6)k1mG)5nkU!%M`J1($nfx=Or(zk7hud>} zx0N1xqWbQhlc29j2{j;y`A|mv-VNI+%`N=+u6mCK$N z$D@-cm7KJySwBwEP5G~J$3Isz%@`?;7mq0Y+pm%B+Sp9*7jyV-&)bI?_@wNBk$+t5 z`@NvAM+K=*P{%*s^KV^{CYK$xadAYfxE`MHW6wsH25Rng%=+*2Y`1Y8-&_{YJ7nHk zWX7QfXYp?7yZ>!^q&iTZ$wZh zzr1~CA7OrH+qDbJyOXt|aKA<;CdPE_F6eD5zePNQqMDg)@4tNIT~8*@4Hef@*VO&{ zN&a5VI2Ff&^BVY&6#+8;W-I+vT6+1%0%^x?2>ton%{w2ST-yNAP5BSW(e!IE>JMi1 zuSdsQp%+xzQM>r!*>y$!O(}!c1a<2l@5J2iq^zk+1HETlXRb8iu9^^V^!Tlbg5H(r zS`gHMxGX!*vTGwZuW2(sMjY?EeW2r(%BMB=`pt--IYA@;6z}k%uX{?YkiYJy{?2)} zb;ES`Ki0R{Hbgni+E0zA9d9(g_t}yX0)Jwjkw1In%9|jib)Q;1w9Ex@JUc|u|26q( zmcN<)Z$^)LLVr@tl%+Vnx1k@H-*xiavSHH=X=wE&14^EcU^qs2ZpP+v^?Q#O^lgdW zji7G)`VIAYCao-R?Cq%f_gH@lzwdrBtZ~*pg1#Mn??@2yyo@HyZ~vOvPs`Y0O>8WK zo;vhV;m0QuwCiQz_YQkrETXxWG;2RfR>s14=R68G>8VByB>NX*HRWHpC&&C_bWeqKg%>5LlYaq4uct_H-xn`;VCWU$o}`j};-1z? zoovp(8y#+A(x+j1)J&JChpvlt@2snUb@7yvVF(RY%l10QMvmN)ajo=UM)T_ z$96L-?mWANEue6_+;eYVZ#_WpPjC9}O%U^pj4JNU{R;c--PJgV{Y2pfyH78g?}etn zn(;r8StintrF5(S-_7WqGX0Uave#uXf8JNzBi81&(w{b2|MsJVh7l}+ge?}w+V8JR zj`2=^O)VeAIDKa+N48eF+#RUJhra(nP&a;qJFQJ%$JaPDEqFCn=-)fN65oG(uele& zyfT33_4@y<$hT4{rwavr{9?uRz8|v;nSbbTQ%=!M`G0lC2F@1m>tg-req(!|QiF;M z`hk?tP=Yy-u*EX|x2V@_!TM(<&n}M^?un9a4W8-S-f!I2wT(Vh?0=~H502@q{}VC)VjC6hGMs++5rm!~qxIaMY+&9~ z8oJfke^j`~xv+3%H_vt2^$gp}Z?Qlx$2;%He+2y)Nl>r99l8CZl$EY$Vg9?ST+gz- z|6zZ~MCpHVz1dKKe}3L1$OU|Dv>%VAbmx3o{_yfEcStkJ@)m*e^I(T5{LK@`7s<;; za6&C(=*L)sy76!KL-Y4ixyyM1ye+qddmR7V%hJZ~_Yw4l;{WUOEU@1g_s_;rzT*kz zB`5>O@zQ(g#*DVV*Ymq2>}Ppa_~fsgHU0Tx{2AAO6DYsgU*;coq4zsBK5vbrBSRt? z^rVyt`=iTl>L=t6=9TG0uan<=!`mZ_w{?m;^dyQwzpnT8ZTLodg6tA6D(cdwdTmij2`ize;D<@X%xYqplJo!o-?Ppw{$q^o<5w+~=AOYQzh_Xne2YTfKqDMQ)sQ;M_DXd<@tKKnbm&N#7*0#gezMZu56Z42} zK0)xAjJkCikjDHbtMgX{3cvJ~^H+JISFfeC;Dnm;Ph*qo(F-Y|p9$*pcenjlFR_*6 z-V60=@UC3Tl3^7^`54Ha_{m(Y~L&80Zdc3Ltr{W6t{;R$$f9Mdq`>ff? zVW)2Z$Boi~!oeNw+;0f`W#27-Ut1s5gj00W z_BUJqEun;#6V%PWj$ZvDrF^vhfc$vgEONoY>|Ep@NOZpv)U6-ApFDmid2X&Y;M(k1 z;hvz*hrfT!;Z|DE+t&Wt^G2%vXD8^FQohRwl9^M%tnR7R&)V}^I5tPoP1_Igpg$Sq zudU@ryBO#H6_mkBf+dilY`@u_c!#N|_Plu=I;MZyiAb5znH((=lLpgif(iNLH{!L z-#SVth#=&=j0PNC`IsG=c6waI&g0^FsxEunjtr{klur4hJ+Ejye`3~uI6sE+f8F_) z7%~4D`ELW&dn-Y-vy3{H+?y(0$?1G_N|q?LiNcd_9y)ra+(=HSaPPl`K46^4sN!BU z$obIX^$9!0`gy{^A>Eo@(bi8$cQesrog|~dW$M3@0?xfD_Uo`9;hu75>Zhfx547YI z-L(I4{tx9+&;J#+nI8FI{HWK1Y}cQ_|Nqv1zf%VL2 zL)Pk(pKT|)9RzjrSJ3!N&zKL{e_=l#P4?gP$}i0S#$(lH z;|K0t(f&sFuDht*!31^f9~3e2PiZbaPnU(lqv&}$LQVPafAc&|cnJ8{D8KelLH43R z8uUK;^prF{d0M_V)eZ~!bxEq7@K;0?j%a4>2m1lq@9X4GusFYk>y5~NKmE8uP{)6k zBE92Sc*)@6buUCQtW#V3+ND{GfrEtnJwSBl2^JzK1Lge7f>kjwAwkzzNBZu$&C{V= zinjheNZ$_;)XBeu9*!weyBerj_)_70DXVcWIH&_Ax8Eb3{8rKaLXA&A)CL9U~>UM+X0%P@Xr3{9~rE&f_M&&+9P}ly!2PQpYK>bzVySYQ_O+FUB~^_f}hshE1R{SN){@f zr&ZUFwy&S?yde5-);G07jx8(0sW>+B-=}|-AEzjxvjib$Wi;UK;-^xrm6n#@zt+w_ zyA^#jKc_3>6y0)~ew-nwlb>5lo;bmx4ChCeJ^3Z?wopgW{goBzzp@4Wl}{dov8ddy#_ztKI-1uFMtf;yn=KgKP8 z`M7<;2BCiiRt_Ata=a@?yo>bX62XE9kk3Etzji_TH}`6YW>)_H&HSP5zZ%!yX8EI> z=s#RP$M>uBBZi<(eq>GbOJsX4OZKT_V#WIX%+17({E>G5Ae`v#5`>(QQDyz++syu_ zG0pEVM+#p(X~_n=Yufrhg1$!))Y(7c>NdX5@VroA3g5ftQR{D4H5cRO8hyV>P}hH! zNp|rSt8?=u8$s?q%zw^1eja})y9wxXW*#q;Gf#un>*w;# z^10|!?|$TPGlFZu*srvD9Y_jj%W-W~m4k4@la(9o(&%UCTS9Ic=1d#ZhTk+GAF+X>L&Qfc>b6r&%EuN+*E|4{&1UOun)OWK94)~${2M% zE$hxVlG_lBw>IQf1Lsza=U-87gsb_NHH;^X|JD3UiS~E6|7_ja4x>5T!W4cb`}xSx zO( zct`%8%6#I={U}^bUz5*ol=f{R!d3azgr_KOGCV|m)b{Nv+~_E7@H%x8cvEuAhkVf= zkZ;!Hb``EB+E;Pgq{Bf6H+C4mYI|4Z2!~rSb^fd@+|YcE=MwQj2Yq0R;wF^rC9)g9 zspQ59{imj{^_OvfS8YFSe5mEK-OUZ$gu?An0=e;nK445=9q$drc!E4N$`{}WN4+6m zfgAfD`)3IMVn58_wiENcI=(cwD8T=DsoI%8w9aRB zh6uMD3jgWccr2lNbf2eJK;(ygiqFGkH%=s9epcLy_UGz&s4nz3w1-;10^BHnp^u=v zs6XTn+8h0Y{DC7r=n)Qn29ER)4|e0eB!4$s<@eFPd<)H&^T>@6+~}zM1~)nxInud6 z`YOU9-;kd%e-+o{2iixt;ZgLbqBI}2rtxmi*D3Rhc1{U)Kehh$V*W6;2jn;O2h3+E zAM_j4M=hT=zoWd6|ELefAM!(b2)Bx}!2ECnr0MGjM||X~;u^oft^&6?a8s(fwX7=K z1grU%qVdgze)hTBE7V6DKPvxdZr#-Uvk-q4rS{au6UvMJMY&NQ$ZLF8(}x?Icm{q| z;};V0$e1456Y>9PeK@ACZ(-je^8c(ArUy<5bn?yao5MG!Z!X{5ZL|5>wf)97Puq;X z_AOBq-@Lxnee-qj&EF>9_$`(GPq?{h|80hU@N*-7B}X?+G)Ffu*u$VD*IIdps&k!+ z&r3d!Wv;YRf9x=P?eZ~SI=cCunn`Eq@^0(3QF4DeKc>G=EZahsiapOl&p&Ftl%rK) zzmLkkMOD=LU)iY2ccT38a|2_=M#tX+duIIIN89Lt0S@KX8H&Qk zj(g9_?Dw9O+%sAnwEVm0{@*gb&J$IpW!7=+O>pVBmuu1|Zpnqx^xNWJGba149}5sZ~j*fv^h;-)6GWk(&~-BWN^KtDmF9JBnCH(r~c3|51OV|4&=nAN4m1T3hL1C^pjL zU;_9{<3CH>xNa{ck3T)vWu6%&4CU|32hCXVq&BDKvbp{!KPCjw<6sNq2I9%#3jdS| zv;V2=os;6AaZJxzp3k>x2c>MQf2eTuQkoW8$lr`UnD__nXLMA9jdjRvo%{&xG$~ms zl&7S_{`Y4Y+V|@GLWg{MxNuwZH@hf{{2(_WXXNyQ+wMq_f`)5p$)8_(6ucpA{%)g7!odh} z&^7+v&hNk5WV@pWHTkd*^a~b@D5tIMkM>hH%1Uxu=@Acd%6iVd*R$q=9_?C*B0`Um z(SX`>pRlY?E4}R0=8lkG?#esvrNu^J1){6?CB5T;LXpx|l0V?T^uFVA;dP@?3mjs^ zML**~FSGXh=Z(e;oQi9s{0|q7#*F-1g%WB*5OT(fS{*&@tG)KZK*xKm361{>iG9kn zIzC;rUsa-OP7w2mjPjLT6WODI8MZmNMl-xObpP_@;$`Oe3;JqA*MOjI`~;jR7RVZR zPrmN^{1$sh;WLZ=@y@>D6hZGy-)j=o$*-V_?H@}CEAutmUi^19i^6~2(C6@jI-@wD zmg@AQ20ZNYQ?^>3bc57-upX+Ujwt6q;B!Ux{rq zSZfN8U%c!nBK2=!~P|Id|0zSqNdf|!S8 zR9V0HQU0i3o=2ZfM@RJ%^*3vO|Gb``POsf84qA-0z9YT;drsMz*5BdM+bsT*&kOl8 zyqs&Mb9=P8A+AoLmevr_&?g_j2pkG#u9QoL7hewpn3M7wC`Lf;z^)QunidW{oV zz`6x?`xgB!E-J2H((-w!Wj$=JKP79aPe1l48xNg0zBi^H*zwfyk8{-KBo;@G21--B zn`68@N|n(LikP)O^1=M48aA48d^e-_ri)&fzl`GteASE+)RjLjTj^xxxMAGzMX%Pe z0un^k`?c8r+57YdaSRM z4S+wIaC|q*--{g8V*WNBRBu5EK|bi}ANR`-$=0Aiv}OZSKBjR@@SfZlo7GcFpjq&MCU-_=Eljx%hPlErMOLQifQ6+M2%_FDwN5 zopB?vEhW@}Ao@v0okJF-NR{awajb8eDes88a*A$gM?cyV)XiTOpB$&eMHTSB>S)8k z=JAj958BVT{xahqloRVW%p3%WjCVhLJ;v} z)cM-XODvEs>cLJjw0_T&LIpJW+llBp6V$ao{~`Aw@s2v$5AUdFp!jC>ze4&S+Ru1U z(u|(65#!%z;C817T@g`({#kdwWo781+_&^yb<|PT=Ke==s6P(=;JaD*6X>E9`rmj^ zzdI%5K`<{8wph}l4~EjT5+=rj zzee)K1ZacM=Z7cGCL@elbq%X9pte8)Ja=$1b8!-pX9k0dj3aMlj`#c+q04|m@R{SWdpz3V^J6XiF~pSG1>dq>_lfBZlhV11z* zzit~>JYz|3+h*9m>yB{rlyE!Jp?I+dg8zpR{fIB?ACRNmEAb9H=5_U;uI8v>IMMkL zgq|&<0sGp-vk;sncFZNH!Ios<0@AgYGdNcdeSSt6A1dZe0&7)|Kn{Tc$ z%nv&c9?!OZgLctv9MSm`#6FpfDvr)tJy}1*|HEMhJ?-?0cEv-XGnjq(4r`nRYTz2}GW zo8_;@3k|731p5u^|EctS8bO`@@zQnjNjCEE_M#&Xg$w&nmVO;mPqr(?DZ1(SLp-6E z7!Hb?l|RzN{yLp9m_bk{|9J1^hndHp6I`EExFPo6;=3nI{qA06j&hmh|IhPJ9-HZr z55@%!PU8Da`Z0^3PJa&Qc`#W@Yh*dGXkIkKxaiSs$)`HMH{_rY33ScT7=rODr)iEa@=>?g{o z^9lBbMfra!ld0HY;V9^*fgK*sa!>z7RVPXx7d;3Sj&2sy2VMV%N54sy;%WYb{;^is zKXl@tH)}sQ`T+kM9hLq<2`wQAKCzwX!7wUrV>0LilvSR&j)E~^s4|?dI#`6!q zQiP=hvCfszxN>X%ls1z64}5W4d8n#2r|35GFWL_W(?GwBek>0*UUvx?|;64ce-KlShjmScL0?`~c@Cmd}Y`!+dO-V&Ol*wsY0 zgCOcDqY2xOq_L<%>z=G~ImH4feA3TPD)d~YIf`9F-!~J~f%peI6C`gR$M~cwp~6w^ zoZ`24+`H|=5pOO1*hCO~E~EY6huY4%4Qkdfg>i~*38Ejr5!AK6gHcd4!IXmJ>=p|-+K*f*`oC@&C#80{co|fCiI;_a+XQ#=(J@kDqLEZeBFz)C>hKG9a9S;TBsy|Y);{1_O|21nr zv-SIa%HRk=-S`W=F*`}}EAic?2UFIw(G=co%E6!GYxm=XS`N^U!vvvc$*5hGxQ7xR z+JatIDdMkw?7Ie>qFWBqk3$4?^xnR&lcb&GC=~k3gwZ($HJzMZM;-ru(cP^5UjF0$ zMIKRpGkVlBH~qlHRD3^5KSBs%pIb(QCccCG4-@jM>+Ippra$YQ&halBGbsJk$76j0 z%Y4rXwOM}I5y3R&qL%IJM~r{0KaBPZiPF77P_I7(eg912!QBSAZMnms=WM!ksPomG zew?CPLg~k4f;#;vpay%vd}D&{B)!!fWi+-v)VimWXulIgcbcGX{gx=5OU6nc5z5zS>rxt@>z6R>|e*%bgJLOQ?sAi%0G}x zxG+Q6nf9Lpou5bhk5$&cB{=BM(2uhO^B_Qm4g0*6etDnwbmp$H;{5D)2fgZ+INpdO znyuxB{5Gy%&rw2Q1oiSeXnG^5SH@OeSAM!9&d&z?J}$%j0`=0JKk9GH|2*Y;fnYX* zGO#=B@qooG>zHk_<4H097Fhku#nfTxwLe=dNEa6;kg)eSby}^Q;x!RpB)Yr}M{MDBMpuf2^IKilFb&1acj~8&LS3 z3^8Y)chb&JU8C=J2|~}3QN?~e{>0Hi4p(_sQRBXr|eASpP8f5 z+mz59f;#z^I(hyBX(>JQ1HQuf4_os`JdD5euD_h4VzyG{{kbzTn zrtPoBJ1zFFaiJOXkLkw~f*5C3)IZM@=1BYl{oBYtX8iYG%MV9m=vSlt)hvHJw2Sd) z)IZJWsaeGO%eepXoFb$Ugq)C3yBa&wSX|H6G23rPi-+FZk6hBgbG!D?+zX<6O;E=_ zcD?I7mO^SdtVoHA6^`=Col2Z?y<-zj(Je3O$18&N2$1dXZZ~c+-#cx;O>BNuJk&Wl zHv8?nQQG~7^wwXse-`J+#*E%f{=T7vk_hVfFX8s2Q*2(Jj~{o+jX{ zzXYO7BnUYpqjpWJJd=XR(Jc5Ej%G7Ze6#XXGz<7Iz2^tKO&%I}OBo~+EP@Q>{#$(P zG&}G_y}tsv)Rpe9AeveEvHym4QTN~Saa-xtcwxd(cY5s)$Oq#B7wYl-9sS5m9a0DZ z7S(>Y?|Pd*2Th9+_T#e^YkMyXbrteIjpAn_dOiPpJHBJxhU{+8SH6FZ`RjWBN7qBk zY4gXQME@S;(DL^l6|sTAQ5*D{Ujq~UT!*`GL^ErD!~_4S`irBW|9}Woe%<=jV_?NQ zQjHQf{KkHY6^^cZS&BG5ep^$}ehstLc zZTC8!A^lkYOI!O>*KfXW{$UP7|F5)PJ0X8M5+prAq*G3gb^aAch8mH7-)AT`L_GAR z$e&;EH_Csb^*bYaDi*PSsNcWJMCrCefq+0hJ{eK^w&X$m7uv7#&_Q9Fo$wW$oQmM zQ~0~Z`zrs@bvU19IiTk^fm`h)WcTFOhsR=CaK#{CBVj-V2FM;*AKqz723D$)0m7yt ze_(Gw={KvA!44;`7$7MsaDBZ%KI!`l=pXP`>T@#F-%HT%^Xki8kHdhMetiV%?Wz5f znSLIxmk0YCXm5J|tz;kv^6T$4Lq7PAvKrVK$S26<`TsaZ7;2fD z_yRg7ywhrsXoTPggGES>rMgc)UsCu(UKp@CE$7GV*TX445?OIMzba?$D{v)0)bR-S z^Pne4*8J=);=gEZf1L$>!Gil%<-b_hmAi69KWNV1S{mT}F2W$2{@&S`st;P!Khj9} zEBxF=`6_sN;g9+NgH=es{yrAk7yNNw3iL|;IP#3v{BA7_@F)ft%LyF((SG#pQ-2Rg zF*sS9!{D024+e)EDZhcM21XG-&c&m@z&;;v$b<9&NBu*3kv_%0gfL*FKev)PKav^v zAs)qFT_@Dvn;2RosMX-zLEKvwXkH#)-l=(x96wbUWW}?W>B8+!*6nY8-iLR!6j+m1 z{DXDhqB%cisZR|#zfT5Vtp-7xRNzQI_$vnYs&OT~706(ri>MEf7wK2}2X$V9{sR8` z^rkj|<;+v#F!-eQKMK7%?n6$rKj0`&;3yA_7g+yC{wm>NAS#6nM5*fw3Ox+Oq5i1# z34E0Dh5@j@_m}$gXOry%*KE>N7=-NCv6x5BcRrNAj=Ui4lPmmX1D4kQ)?3sk#ef~k z1NjB{Z}9iu^$N=natR>$g%r%82q;(gS{W!XRbp{3yYZ-*8Xeeo6=fmdHPZ z1Fp~i)Z+)r%YlPV36Ju@c#+I9QGWvij}m+NycPVB&aRH1a;`f&QW&&t^f^cLw`+YwegjAQEgjP{IAvHL zO0P3l4A9mU22opD4bs*ne@Bk-9r=m;0RPnW*-;pbP3^DdhhE=7IJDQp?dBhEMQuA&Yxs9zC!1g!(w_9e><-1W7QIP>iF!0LDJOmsqIa_4~~6pgxBv=>-U`% z`4C?+8)Z#zdv4ih3kvE_2K*XwMZa(-{arQ$Zq+y3h5n)F1GPE$qP;8m0sTQXIB7li zUWN3NvLZa{7yQvbAU?f6@>{vjzjQRon4e3oi9;xFW(u4d#`GF4c>HSfk z(O)V0I1}4thmiCo%q}9v|(+{21XC`Ss%?@>^{msl)5jhxVlEWBUBm zk5`I6$`kz6@gX%oM{Ze{_-+H69?#p4{6Aq}v*o3Ku&>$jl44$yS5wVv?xy_FEDtV- z+myr{UrwKVPhQ^i%BTcr+Ssei?gy*H@-CK*IuSjVab+~5O8w2!ucP}1H|ZG9rqH_G z`aY#6mCv}GQ*g0tUy2+G!b4sj{h`fjRPEW>1u_Ltn)%S3_83H~IOsU*<> zm(c~+yUWLWwglub`R!xaez?-M+D{2pg9JU6J;7H)pWu}1HFH`%`C`PngX{vuzhZsA zXF=V55%gGg!}g^n{iZ(xpGX0V`W)$ZWVd+7{$qT>lnH+Z3VLj(Pqt9+L0(N38% zwYy|m#RilA!z~-yN9G#J2{mEa6WhY_N*X@%!IF<9he}>^FZ*m~HOV#kwCCKLKlR`U zWb5)Imi?9Pz*Ep$hI7l8RRJc=@^(_T?oXxgRTqkl{r#wThyBMojc!!?)`C-T!|hRQ zZ=ziE+nd=aA{<{qdCJaK^K=WImu$zc?qMk33wifkX7HZS zzP=>3mvKGGR(d5|h#Sh!Ov^Q(M|q>(0m}ZajpD9KiPu5{ra6VN))+dS}{=@;0-oMDJhy zRItyW&Z7RKzT_c);4;dWlu2PhKIy_rwBFBL$-jECU*%R?d<4Bw{YCj#BKphL^7r9{ z8rHw`2^*c3xyLf}bKiA6Jt+M#&@01~It&`gkK-Aj*B=iQB7ACsl1koNW=$_ZFSip%Ec|R07FSh5N#65J$cuw73EJAce32OKUXZ-d- z^1a!n)Rx#C;vKD84SEdEwy_?k;D+_b=z3Z)ipYr|`Y{=e^x5}>DbA<4ix+e3ReH zfqQBCsYwv|B%?`>{1c^&xhB=i^faDDkbmjxrdA7EjpT%y5N{cB(9|DO+qs{l_xqB< zdJTwSAgH;mOs*ZJy8umd{_Fb>7vd|ca@G&+Tt=+s(YtN-s#mPz9dSMW>wt*hbv@Po zw=B_BAgGZ)sqDTaDbD|G{EGvz4Dol~<-U7LE;awk5nXwLXy-B-Fg;t6l%I}QLCrv(tl~QEcFh!$ZSD?=p-top%S0pHN-B9%#frYVh@{W9;I^@zf1t%Va9#RK;fb zedu^0^xK>dB0k*ns3z#4m(-wiK#!2o0EhhVCB^xUxE_e*1`2Lie-IA+52m+pH%dRk zp@FKX{_E~c$n$HD-a>z>L+}@Cnttk5T$5S`+4{$}(0Zur*9S%mZTl*PAzQL=2h|)RceF4=vv^ z-r#Obj$CJidF*k$-i}VnubQ`SOms~MqMwk_QKP@zqxK&vuJ@;P{Ge#X@f@Z7+i|$t znt%V+{~FP+Gcd33L4sg@ryu{Lh#viVrQ;8Vzucl;Z)#5TtqAJd|82USg8GyD{g~zr z{MF;tEr<^78{uSU^QDB3l>gVn^=M@qwmc^?!}^18sQ*~zgS%1wAsp5T^zTO6N{{-B z`SKH?=6s-y4my-YaIo#XPPX~hb@Q}x!ZEs(*a_^4>$30NT z|FA}jE1vJJzC+xe!ee~V*WbI@2Y8P@a7WC)&OI6swP8gCoBMAi`tUIH3s~lcn6{PQ zMK>Hf)R&)a^s0F`Y@ei!|Lri$|E$L=_SEN~_o1Ij1U2g~;pIkzuq^eOw5<>s%_2zQ zewsbslZut63i{4OH<}>&2^kGqI{F>E@ApIVfuG}8Ecqu-3A%DJuWBBn3%L&?=txio zPBZSmWWkLGEcELb%Z`wH-R(gm3qJ@D<=2(mdl1z0A0f3Xe3nAmohlHW_b%H*{(iUG zT*)BS9Hh=WmlUPR`fK6vMWY``jDb*KE8rM9A+;?)?dB#?OGQ=C^Ee z(J#sAw%=uQ$bW6?Q6-))QT4}OblkaDm#r$b)t#6O>_Gm2V`%*;x2x{7oYs&`7lE;0gD!=p$5&ci0QExrE`_&Tk zM)C*H{004o-aNMvy&{%b^j}K<<0|<3liULcYUB@^`E#-qR_}^$T*@VJJ$OyaHrsl8 zF+pz|f0GI0ivHNcK;nz?MLK0?>-8?rMR`BoSaU;|H|w)CJj1p_wqGx_AJrnIqt{iD z|5r-AnR;lt?eoX`|7ac{ok;%>l7A>cef@v9S26E_^+CnFhq``fTmFTFVV$%4&t025 zD&IixH=?ikkLE423Hkt%dn7?k`*W~c`+d-Q|53!?CxV*sBf+KTGij*qd4cb{ zUZeKkY1KcCuE(KYoj~&I^}kVhj?~U`K2}^${xtBfVJpw8&+`Qm-7f?+z{zqwV9B5y zbw_=R7v`CcH!L$hsz7s&aAWD`XM+0r|E<#DryZZE`q$L1yI23%+D*_K)nD*I{lT#b zxTlp~f1G(7MKqqEUj8=pJR8PUJkLhzkj?csJH?MtTR|pi+R`;J8$*dIXa9TBY)2wt6%g^RP~>!c0|ozSME5H}^fNMQ9lu(9>IX^w=f#j|;sxccuTcPMm@p z%8%=1sQ+ob-pdbcDqiKpIHGVx%Ir-_v3{8o5mdNSNd)#L2qmSf%4P0 zf7|HQ{Tu!I!D33t5`riv8TB|f`wjJfW;d+gD8~$|e7F4HJAcFc+rxT{xtz`X2h;u~ z){hkPt|e@yH_?Z7xrMG}!F>h&{6-MwlT&ch2Kw1ZP&0qvH}l?MuK(lbX_WjcD)<}apOJZp%_KL*XN~@Ex>8}6Wd5I= zzf#Tf>-9Gy`TtkurBSZ>^~-IPeyk5^=Km`icwS{M*4&@9BU{QiHu$m|I zZ(X>S-%>L}{D)WHtSs(Jxw=;{UPf2zE+&1~m zVeN@txmMPh6KV>jpTh*R!h`nzQ)vAPdgZq7G*659?_uk;>GB+GjO0iEjrOD0|Bq5c zCkbliPrhCqli7=2WlIiid4e@1{~PjYfa(3z{rfO-$NUg{WM`{+h(NEMZ{Aoar!wyP&5CG%+ympzsg^94vX_Q!#&pjKJiUmPQeY^&wrhNfe+-; z>z_vXXQcm}A_k`kYV_Ag_vr}?&oiU{hIz8@?Z4Bi|KoWf^b30PR%c1>3k0F3%V^>r zeorcqRPR$KQY5 zuh#zG_W8dxo&O)^t^dWmNy|&Bb(2WB>`IpFd1GkAY(7ZVKVE*F&Bt<|C)o~6;Wy>; zXf3>Fb8cFB`{G_d-ci2&cW~!aaT{`g9KN;dM1l9V=r3h{rrT~VT#~Q*ji?bwxIGWI zUJn=|a9DRhaVhGHr|?&93pOWQz3mJ&Z?XKCd!zQvIOuWx0sgoR27g>nP;L{J;J;a| zTlA*eeIz6NZ99=n_)E!DEvBd^Kbdz&FJC7QNHKqC%td`z+2od-eDcaz4;8fefs+? z|JNVA+tO|IYW!ELb(S`~h~+wDfy#87y@kN_$M}$6s9)W3SIq`gZPxr8bg6IuJ9E?rs{@~@%)9=`cpr?ldSVJv-Ce+ zz4(QtKff<>vM;yd_CEZH)mlkke#0uiw`l)3u7UCbA3*rqhoA2E>v=!^j@nz&f|r#& zU--29-}qrU2=CA(;vrt}YP zT(LIPh;Onqz!7CRtXnAbYI?yR`2!s71-Rm`>LU@>@uj-3HUsN8O8m}3{{cTGK6M!s z{NN8g{&qx4yrGKBVX~l|}o~%a8G2pB{u$@~;91uJCgbION&3wNU7c4ui#b zx}9((yelvE*Xp$wxA_ZeFbco?y84Lxl=UgyGR9164E&62(3nuuX_sl^wWM=w^8WrIIP7WK7IW9`l-)v zrMzI>N$o$8@2SJv34IRZAFRm%SFAT7e_?$vuPC?F@j;(P|0|Ctx@i*RKz;j9))ThY z{>|b4hV_IC|71Pkf?_?vTvfH6fK_m;lE~R*?jI#vPe|@@wwHYRrXo#WD|9V?=BD&_ z>j_0Df5j|SzWw@XXo|F8)2@tuqvKhBTGl$eD!TOk>B~ehVzmo=u}dIFx8UIZcWhh0 z>ylr$#fsbi&8lUa-NdtlnEhi`jnx&+>YLfU-zTXJt=?87`IOzuc7ngr?4QWQ=~q-A zxZBYW~m0@{!Fo~9#xcA8|X92Kdjzk_3Qg?--d+c zB7VxWUp>8mU0u|B&FX2vWiw7l8Ltc;Sag4!xc$9-k7U$(d+rVyH%2+Hc)Te0 z?`HLJIjokV-JqVy^yYQ*lO#M2hx9AAuS$#dZ=3uf;&FB*{pvK%h#rq~q5bJkZyM1f z|IttB`J=vI*9G|@(|NA0^;*h7)*H}Hzve3V){B+nh}TyBsQ*x_Kwp4K5n=(NAH58vZUzZa!pw|8n~Edsol(>9d)p z-OBzXKk`vV7n~@vge{6`6o0K=JgY(#Xw0qJmv&cKD(WwGd+QQC>Vu4$Q-W7Z+xp#F z`R&FH7D5T0`?yn5(VnXHASa?LP7vdPjD~b-^{3=ne*W4}*B$H$`G2Wb^j6%xiJVZw z{@ZBxr36J(g&_Jd8BIE~G(j@|8Npul+QuG{|2K>EpnWR;lH~46P}BY$ruBQpJZJe# zbnkqKbtV5Se?_=X>!F@rEJf}ZUkSAU&pYKGNZ}7o9&Z$WfORI1s2s0NGx87Mgqljz z55`AL{WB+yc+TADaU7&`Yu{UqF0WE|@0^Lg3_C6}ol^eJtIj(?6NX{V(c& zY;Awe*NVp{#at7{`Dd?^ug}yg&cVhg{XPcPGb&I-l?kGsl+lDIJCY>sVqQEbY?in^ z{p}CC<7`6Sq~Jzb65 zYZF91$ta&c`7;ZeR`5)ZTutV=PBSijJC-)izp-0H*f(5T+{sr%rJrVE| zn@0YJ+BO)SeuzqMn0}(0NN}pW`Wn@LI49IplYVLu)YLyyf@*l$h{Fk=y5V?wLaljyuhG>7w@tTcG3ymq=$RBO{&sycKbi4D&R=s*05vO;Dj0?M;-(Q`78P#8kUfdqnZ)Y{7 z0L=($`SZLHQYm`e5al|-`naLG9BC_mq+gjosM`p((W}-Y^vn6S(W{S(>X(sQP`XjS zp(n`BPO;bCupX};uCkM@Z=!!6HK}8*=v_`kc5yX0kjE4L*7^nZg-+IpfN`91|ep>?bB0plJAHNp$&zIdLbF8p_`HLj)<1JO& zUl*e5Ls0OMtruk4{+w++{NR*ti+Is~YNvE_Ec{HhUW$30FVUl)w4h7f?z2|=y42Y7 zDxP6|AZc=$p;wzU7WKCq(P4c4Tl?SmwD{Q-cg6bK+gtMS$!PWTVt1nNK~S^)5*cBV zZ;vdjTKq|^cyastfyeHMjpFpBG^mm-NS8`jR012x6R-QS0ex#rc67#wF$WgL-?#HvT4I3xNI7zgh0Yo>MpuYU8XWB8PM%Qbs zInl>$-9A6pMAdrqK%$#OP_zDJ-WvIt`3;M{P`lG*R)pw>j^8lX&v}gCKZxi?6V&%V zh3`CBak$zgR*>l3=AG@Q?ISZSJncJd^k#OK{CA(}RkvJwm3}C>40vRi(rxP-m7me+;V~rlID(q-&%C|!3s!rXPh4Y-{#?x~uuqRR>i8Q- zbiWYP)c*x#w=a{%YTQ8MW@8Db8j$^vgKbmA3Y0GNE3jv({hR^$!wD=+Aon z(Ww05NdJfatlvMILJXD=)U;pEt2G|5MKeneJ+UvAVV(ET7N=~Xz17<E|D|(xd%YP6JyWLqxo@=w~)Tjr_GE|9mQi zeS8z1KEn;MejgZ9ZB3GAAwh4%->Ci@(L>JE>CYwj&!qs132Mqu&a)I&^Dn0(@gHsp z>j|#?zP;PBQ`O(+5#0iU;3K0R?Co%a9k?CO6dS2a$-O~2C5e1h5F zVKN17xc!PPsZ*eaeO>i&;(8yQn-vc)DC$pI)Bk<**MA>B7m~b-2x|I2r#F2+NQ$#+ zy&aG0A(^(y554+(>o4>V9J{uae?NouL)+vxhhhB_$Kt_%8U6f5un0Wl{^JCD%^dbC z*3+^6RgJ8tqyJt`;a3pU)L-A5-;$)EWIekI`CqqM&+fztH5`8s4((sR{tRskV zUPe7X#U7Lv-7Nb0>GIl>w7$LlTV z7xb^U7||*;4BK~4Mf@tVAY?W6q{%&QhR2weE)u$q6tM7M!pUV<|4 zjGFm|g|>9d_iXMtF@Im)`bblsrD?Susm@>j_NbgL1FVl(%Wfow*=YX0i2`mVs2TrV zcg=gvZq_%Qm_PfjSikSqaq(X@x2xmtW}@3d5dDmdZr*(EJkx}!7 zZ|@ka?_m8PQ=hiUCtH=UIsHnss`VROGb46}={K7H?4XFw64dA)zMfI1q{2H}HJFh( zg2DfIx@O~leHg&Oe<%I?K@j;Qqt^Yu22GQt+Y_S1{@smyza1*}TQ8CRT|~E=pr-xs znGf$tUxFvEUbgz8I6si%uMT75TeasD+%WwJhkg~;P~g6Yehv^6^GtdDxJ~FgHneA# zn7-3*FemcAUc7C-vrf%~{2}DNm!PKnoz`srDEVBelJ4YyLt_14+QiZKj$LWMDY&8h zMz8nmqloqs)bw8o?aSfy0<)VV`QuuTt^5%V?fU!nzf2~`l`E6;+Ep{^aKw9%ehv|| zgNMoF=9&Mo)SJ$qLH}qrv+b%i4=Qm4({+D;>H9x~6Xlx5^#h#$1-(acm;SGEloI?y ziNPs?MZu8ve_AAdnVz%i9dZ75wQI_|p6S%{M~5jq)`xPc^noo8pOx0o`bi0LzffmP z-fyd0i28Sg+>a8}v>(@uz43ZelpESL9w7%CTk{X)|GoVu#+91ccHQzHR+EGOG5R@9 z5aleR!5w4YNmDCS3t2Dke}F!8r}JM!M!RteZrFYh4)W{I&ys>|I!OW1Psr$k=kq?W zfOQe=c1D@S{=<~~ZFm3pXEl-kW}-Vm@SoQYLWTbEa@m;5MK4ql^tR?d^g8{uDO>5$ zFQ;|=&&c}1X-fAQf*RmDB=!OGB>f-l`XHTOh5l_M|7ChT0PQbd()w)e6S8ygF``E} zls~Sw!2KNkgcHO#Eu-dVS7hrOJI*~iS$P@jPyWlEKW_B3xNjQEFC@&D=*OLls5cwpdL1Fvvvg0)Whg_Kd+nRsilZk$m_M3~t-6;Qz^oM`5UT{IRUJxSB z$-DMVX`07r4o{Mgzpd;!o9_#hADdo1g&(%wrklklSZ|xQ6u0MIFDT>pSS z-X>P6bs~fRG3#wd4{;mvd~!aQZ+|dx8w=ra+e%UEa61*Zneg^@GSgo>z+2D?J#Htf zZ`msG+ly>QcBA{jZEA%cx3!Au84UyYUYTUc+D9u5E6$_TW#qsf%*!^lgV1#b;0TrLBlxJ{`E^*5_6NM}1Jz zlS{lcjQm7*fbxQT3ZBRUEbHxlJt)3Jrk}oJIUM1UKgcf}_e|}t)~|bVdpLY`gs@&< z89w-!5rW@!>vG`;j`(o=5%HzIovFF~NCY@;sDwxT0e^&daNb6IagzyCf9u&!;DL1e5!M8hVa`kBx03%Q#BJVr zWE}zJgY+Q(Ag{H1lC5PR{W$&wf0PGsgad@X(!N!-QMs+$lrJLdBtIN-_Agb*ox@s5 z7c#OAe2LehDUFI$=N4lCJ)Sn>psV7&tA0gl_iNDt&souB&tDupTAQzb=ypnZWJ>DM1aNL~KP zOrJiKC$|5AEA_{f1IPCKW$SJJKweiauef==`LsT+lXo2+&40Gm-}XFyi`;>wjO6RB z<4<#5Ag)w!&-js?Tg%gfzhAts@*iD?i`&A{qcVI9NeQ6-*^!^<;C=k}rNHfYH>xj4 zUk$7Elpz!z{T*)8{=NT({HQNV|A_FiH5c8qMW0_vc{S!Yt=1MQz>Wcir)(N>w5S`PYcu78#v{gE9n@KUaz*_v{te$^4y7nIxfbvSM( zEAm$p{Ux?j^z8%bg+HthpnUZCr_ifvQR?)n)*DbhXm5HPd;#H)@eb~KdG*WcspXUF z7g>V={UmFCbN+^`gb9Al z|7N+lm&`qsqdi2%y)Jv!tsAv}H||2W`IYpQ8$Y02> zUnWUq?JC*nZ`KV!uau7y$M}Z)RO){dVLbu$0sJ5zaQ!r0>5r=ldV~W%g}$oj?=a0p zIQ_I$kyjn>^yLA0QpXQ#E~<4aj4vIg4{JQ>X-~mlKh4s&e*DGD!90QNs@Nys9;$tU=~R+f$Frc@e!s^iH_cjmntVRSmnP_I$8_Jj>Ehq* z6Z}Nd6KX{a119@+k3|LRY{;6ht zalzmlZ`g#)cb~WF6~)|%;fKJ9*~{1MCgcY{c@A&=ke@QbAMg9bGLBp~vd)<+tOogC z@t@vs?`QRX0oKE?e^Y?M$-sKP|L(v`r)O8VBwmN!*Zh|Kj^!%7(fY*3l3sRRzg%Z! zDc(CNfoG~r_vBz>M6ZNX_t%vPMjF=_gEH2q>Ssbn4E{K`f_%q1j_jZGc~h*^=HP=i zpXK(0@>$3qR(|qTRiu8Th#UxN)+d90h(04#p!>0?r*+-lUUTeGOq8E(=?@jJ6Dk9g zBPVu->#IiVL#Xe$DMI9fj3$(Okj#APbqdte@7o_!Ul-F4^hW77lHZ6P`GkH-DSvh0 z2mM`X3W)NQQEUCbcDt6Vsbw6)Ie;MzUDIu?9U#gNF6&nSU-B*5#!72XHx@yc2nbcdYb;ox6MD6@(}b! z`A^ZBpl2u(r_zGng#uuF)a0LOLc%oW>~cPzUqHNg9b~fIpgEz3-37g^{4vgB!bWUO z<>;q8K_RESzji0;pyWX3`=DRA(fK}7#|+C)i8e&M&W(vD_#4UpZ|4I+Uy*()5!AH5 z1uZ(fmu^O%ZCQCm&b`ZKXD3fszpBy{!Sm9a3@8|aq!PS z+xClNlga;W8{W}?LBK`9R9Sbpf}2Y z@cB3Wr!EDkPZ0A78O`rz_lA|*?-f6@RFoJ$JMRu0KVf5Kp+D3kIyZvoXJpiRJ|Ff$ zkgo5w4}yBBjK9vD*ctXecwH3Zw{pHdoz3*%19~icz@5>LJ3)-oGV0LxdW!URfV1~k z&sg>o`M+A#cJQpeewiGL#+m8`_ zVcq<%4$c2aT$2a=G$*J@e@KVn?^w!_ix-PITw>M9e^gY(?RD#`=aY>1+lS|xRr=0J zG5?O3+h#`3@hvz-XV`uoM+Ri}ZW=4jcLoJiuh8jz8A0EYB5Fer^C=7JT<@85?2xag?a93(LCj}m)M{S>uTvub@j4|9rzUTr>p&3sETg{t zi(R1OU!lUj0TzlWxMBT8IP~B8^&ea75Bfj-Muri6U7A0EUT>e&hXm|PP}6?~xV8Vx ze0(xB-8twF7DWD`Kltvl@1ypgoypyoU}l0ca2@ITfz9lAs;X19{cHlc&nPf$e3l|A zeHU`?PEgZ+UGrpoBk>pGUmec3l?^BVJz=@(eaPs`2{m=4pKb(E&tx=V{H{c4=E5xL z2aUTZ<}U?TIaf?q-uC*ti0%hr{I5&*gTUV?|CMm3-O#TrwjOM##6jPKetHr_I2q;p z-lvHAhjiY&7E`X=#4enIr@8*=^#|MJHn!;9B0+i+)Re#P&|S&w3)vUN z`sH%6FKVm&|9rnBo#5YxBJv}s=|58XWIHAK)9YARU$(Qpj#W|68>N3Aov+JC@sCa8 z{W^tAoqsCNbg1($BmR{P?7Q_RxdI46P8oHXzWJVXn(n8d|8E=@KK50)=A43?{OJe! zk*562u|K_KZddD64Xk@hoNv7sytvu3&vk_UG=S&_BSIA>)JzFs{vYx^9X;u)SU;=x zIPl%+ZM8Up4Wyqz1U2p7H^bGv67+YpKj`nEH_E^N&HPV&of8|l;6H?Zh7!a$Bco33 zBVyT$*vgG&7K#!2bHByAb9QWBic@gI_KWp<^xs&&x0N2@K>vO1|KIP&pkE$Ej5O`f z?05MidzgFlg;xI8gnj7Ug}&{0+oiUsKO=~4Btgyi8(eMldp4EMS7V<*f4D9}B#3m%XwZ{;PbG(<2ZkK1> z5&HZ5?PJo-ajb1KfAk;dSM{&MjVHd)ZwR#j&z+gyu=n&jCdR+tzVmfVj9++02Yih3 z@1N^mIu80E`k6#f)Ba4IR=;Jgjmo^<^3xWE{(aG=m+6iLrTu(6^qY6qgNEHWu`^Ak zpJ@b<&oUaBBgcKI>Zlee9lfrK^`|SP-b_6-UA-SMh3KXd%tKHH_NFb5rQJ*RJ?VM- zu6Uh(?5J!5+{ZbI`frqfL+O4If`-LVvuKRW-962~eq<hJ0u3&-m$5i_!b13`*l@5Pa`#zz$XU#TsxFYobalT={eMola2sD>| z<`c{Z57|Dz{>^5wf0>2c?^yRQ)&0MD)x2Z8_7@6nouq{AP#pU`v1-PZIn1a@qO+8uP~Iqe*IuMC1e#r z?f5;Y_Iqia?tc0r-Tm|xM7NS4@<~RseW;o!Ubjd6O{;x7idNXC(aUd?|DZ>`((B*Q zi-IX2@<~Rm_Th@o>XyB9i@QSqbSeAb-t_bhME|#j=++Y~NKn4sm2Pk8qpTy@H^lhc zCH?f{cWSu``n42(-QVaenxSrvSSM zYUYo@aw|KFCQ2W!OM~>NQaq!R)Js2KS^eoqg4eWM4I{<3H+OTKhkYpXh(nI{#OaWe!9Cr$6X^h|+zOpy;RM_3Pd- z*QH<08KzCkct@PSEm}9zOZ$NxIR!WUK|i4ckuMgsLc^(23cb%&nEXGb@qI2LGhzO! zT(qgg;eMEYju6ze-=GpXK1vBR|Hb;tHk$u}-l+clZ~FgWH^?7qz35S%gMS$PoFIsP zMn)r>pLxv=6gjt`fjob5CjYw0Nn@P1wi5lvF>*H(L^;bS&->;L3-tRT@>uhDhW<0( zO!q9mKUM7`A16ARC&WGasjMD$*N+bQVF!W!__@UOnQwjr9 zI6+POSrD-1q152W(?X}l-epC}|4h`;peAFR3;w6c{TxBGa~Vwxp8b^Fq5Wsf|0dG@ zGuqi1qB~1aqkktI*_p!PX#WH5%KnG#>kkyIIKPLBe{eTyKRADYbfxwD3D&vu<2 zX3JhUcYRL5O&93rBEeknkk{XQZ@!W|PCd9fEAKV2{$6QE#KhI^YWp|JKSYQ0r*-_t z`Ul3JZ`Svj3Ub7InSQPi)a2iSU2bpW`y0dZ9Sw;W=O4b;z76ybz5J2H_bLQZVZ!kS z@shs&D(?fPwf=^>*-^a8{4YNT8>9UHuk}~qqprW{=Z{e&$PI#Mr!wl%!25yHEeF}v zhyJI(m~13JMJwjN-`D?{WLufar`Mlvk$W;hj59JC(7o0!=DqTkOYE0e2K}PoqhCT# zCywG2+;p3MJ`e;S8MVHTw)^6l*Ir@QnGgA2I-lFASl9ky{EH^{M1q>}-~7Y9>+JX3 zolA91xyroBe|m-~pSrZ~C+P2x`y+z+3Ch5Fe&cqbkgcIEw}gGehfh!XZ0W7qSB|0Z z4+&zNl+mD>!{4yMhx+boQ9oL|Z_sU{--P?4)%nj|qPs^B9C=8kAB;!*3QO+tTPT4Bl1Re_B-u`|>^ z0y`&`+Z!Jz`rmxB0;4x)RrQbi6ww2MXlF7Sbi7F{`<2$O(0_zaaNqFmRB@62M)Di2 zUmDRXVucF(fJ*+`a}w7u{YtpEVUQmebwU4_ex4B2=r8#XZ%SZGX#R_SN!kCc%t3D? zzkdAD+jlmiSNMdwVf@mce|<`Vyd|h|4oWZ$R!xxAzPE-}L)*r`^ug1icY|)E}fPt@@)P zmRY>-q0GNsZRYPdqt(kj{&&RtbYq-$wKyw0{YD>|Y|@kM#46Ao>Xzb+F5vEY1Am!HPeo#<4!+-}|oz zo&!hs=7gG3=;tdzjs6`JQtSik*LUNnweeTQ`ja_2Vs818T(rMWMECjc^uAU7-%H*{ z#(sEs?4;QL*?gp+cj-#1{%(|hidN*me*F8B0(>E;(SJhr4UyjmqxO&aTg?VNhG*NT z+NZUZKl*RQfKg2jxs2#>e+}iQKYwXNukeZb_wk1W$wm`W^b@kPL!r}8B#-c}Z;Mrp z7VjJ0%h@NUK}-5p+EQxDzIRJr|tHAmFPmm`$S6lyKu0{0J#Zj>OWsyI9|f} z2aK!Vd;T8%pVEIh2>zLfuN^_n`g_prWAga@FZSgjzft)c&A*N46+R*Vdj7zk8c>F2LT>Hp{T>vW?0 zjObBLD1ZI>eRfJe>_Zd)fl0alHMiZj)xF+aXAQ{x#NzNO^-8GommEZ&5BaFlTkkLJ z%v#<2uEYiLK4*s$i-tumSKrt8k?0%=YUXd&_Yq7lvRA&DZKu$`hRDY+e$K7VKOBfI zH$k=k;9b+-JI&0$m)>>zT)4P@RsQPNKJ15b9Af4qx?BV`{f9Yn=xO$Nea;?FpWGDh zQ>?vzYyKl$Y1O}jY5sun)34v>LAnWMMZ)Cs|GoDnF$Go6|HFO&1vk_m z5gp|J-uXY|*VjK=^RE~Q;w&HEF1OH~L$3UkkU|7C`qR$6wN6QS4$uEEwqUF{e>HAI z@cCA?tBdk0Ky-Nj3;l#8{yzPmi~GZH-)*^n{n16x+a`aAm_OOYUcl@wuhE6*Er?; zG4emH=a0b$?OJbtz$pLQ(feeeSKcR6*Z(bsl$ORjE7JR~@vr4yx1~uoFXT33NxLO3 zEz`-yhEz+j4)W^mO8J5D66xmfz(!-UmtHZO?-;SM^Z2mI+*7vXSG3IpKJXWxphwkz z<^$xCo;P_sf4$&kWzQGBeEHjg=gZ$8&C8SJ%A1yp$d`xl?YI12fAsFjm&pFln-1f7 z$N>2hiz&x-9eHgsNUbEiBgY1k#W3X9iQZ(1&V}FB;Z{TAF)c(zf#Ddv0;?QIE-ox# zD*lN~Ur~|q@K^9;h6@G2(Ltf$^x+j;UBKwyv6x5BcRqZLoS;)5`|!+GOJ(hNGmE7| z+0rL0JwCMNM^m!&21~YFSXw(aUCzLUocvYGe~?F!&zUU077~^cAt%zOlt){>+-iBV z6Yolv?O=KE6&c7zdX@B~kY!&dvV7Kr@3WXTjrJDuy(3F_y8;@9H4kdcVTp92)v|Cs zvSeC==u3-on@E-mVfhmB!jJ*{6?yEq-oOAReDGH~aMjXjYWW?6C0p=8`OTEGchK{$ zLM~jShrbd(EDa<7?L>HNd^_y#<$vt>a9&AXN0>gT3y&K*_T&8m0iymY3shZsVM_vq zCEffywWV0K{wVzI$ueVEQU3aaj{huQGSd%e%^FS3@muRI9F_>-kA?fx>2)N2D1QgO zddc|1MGkl7?qsR6oz?PY8znsjDpUUE5SBY3zdpaw{;pUp{k0P9^Eg?K#zX*?CxJiQ zy}n|{rcF5711#mC{Ph<=v7rEe#nNMSe$>*Q_SEMX@P=42Ala2GmIEttY7mi{ncD*V;{67i?5Psyx>mA)>Q zhnGh+>|wb#zpz}1^uY2h=uzK+Bfa30y8haW{6u)vH+}l`xY8e27nYJ?c@gQ;UvN?4 zhviOKW(97?GezC*TW)4Q(SColj(^RCB}XN`h9bZ97dTSKZ^xDTTt$~Y@N=a0S4otQ z{z3!t1L--^ZvOE`&c1@b{sIB$k>9BAz>$BzmH5^EOMjp~c6fu2&1VHz^#O~%aGmP= zDY-qiSlfrgQgRzhfyst^FuqwWgUaI{_@n(Jf0Xv9E_|ZCpnjmerpBHA*1w_tS^H22R#lt!yoynPe0@Xono0+wbTm#)b&^GKR^e6)K7t1FT55N{U^#pNw1R_pAior z{E?q%J*alqCbWH2FvJ5e_KxY zqdg(LO8oh`WjGvEy$016bpio-zz_YOl77xnehTiu50a%{qz~gI=oNnIc#;~oBmO0X zCE$|Q33UlEKA?P+_?l0MSVp1BL9G=){pFX73+MrBe!I?#S(a`{`YQO!Ou!B2a z^pBRfGrhW#elr-^a818I=IXPBe->vGDJfxVsa*W+yLlbI*sY z?)#m`viu@j5~ZccS+%-kKUZjpSjoi-C3ZSAE0G~RN}Z5i%>BB>V@E9OKue(mhp+gx z#f>?f*qKNyQ+aa0ilvM?b;|sfdDffj?3ON$VW+}n#Kp@|PU8iC>|B)~dd*6%(@!za zSdv$t-$%8LXNlzhS6FZ^zIcqF#|{;Cur%~Rb0#H9{@3~>Y^oT;_7Z&t$FQE0KaSvp ziW`QI8}Z5hu6dS!meQZfdv5*LDCR{3V}AB*T=GzFPN>Z*$;fAYL&DCz14Rg2Mm;BH z`^3@*ITq||AH~{`f3cF6R>lqLEz+Nb+;LJ~Q+`38Ud2d$Pow;Y54^@&P`Jq4jjG%^ zslL>SofDj(gB)^j{#)+nl6L~Hu(8Dzag*U$HJ3Uu&3rjUXPEv4(<`Ryuy!Mp*MP0x z+hN(qO}yWj6KY6*e)@FNjs;Q7l?bBuG(Rx9Xh%VxgWPdbL35HIbnSpsQX=gnp?sB{ zq%wluXeFGY7biK32zpzS`wbUx6Cj1YWETJ*f~PKfgN`_eIb`hq(~W;R6Kg&(P^<0nfKxaJR!5DX>cJISZ>DVx=j=-<|fHdo#1TlZy5Z zI;2Am&Z{M)NGYpx^l8**uQ-V|@8PNncYg5{={J%eClS$p(`v~zC}XB}mrSde6Ul#L z%ZB!mxzv+jM*Q0tSQ0{cW2X@HKxSvPWSWq2ld=g9>LZnvf`7N=5te zj@sF)!~j(>G2;KfISHqp!a^SO z%-*=`R#t_=)$cO8{==NO2QjWz_DZb~QV4@UKWe7~j#K z%g*`zen?=!&r7!BSN8}@lo5INTxnZCJqcfl=qnRcwxkura+6Z|GrK`gP&RxLi2R?Fan7um6br zS4$SvN$wg1!AC}|Cz)Q6B{huieXW+%Y}fxv(Mfvf4|+?uHHmM1f*8kSG}u{sB`o=( zUdFfdthKnmdJ-1>T5Y0-9wDO%KlOSmm0RmxDct3bc&YmSx-#3}AF9tOxMBOlNkYh9 zPiKj;4n^cfP+$I~!p}CZxLUQulKWowPA@X5Co$_1T|I*6r)1Q6lRm%hBzd|to+QUh z>FB?{?O7H@Ni3%?q!pFA=?-(!Ku0 z{;DOUMnu<`AjU}%U$h{>&&HUN* zYVaGDhvsh>e>TV6UwJ)5wS?cC=rBJ=KOsBwu3ernSDy(*&85zZllWoY4JSE|PwPoM zlL_@w|0JbR{^2Ax+J9Pal60Z*3-tP%$gL^;-UKz{zbSv=yDTBL#f>$q{$N+gKjBza z`<(*D^_@z5I>9E9f5nO2PWZg?6ZCD#-IJh3{|z3{>$8+_{Opw7 zr*{fV#?>9B<%w$7n^SPZ`fqd-$teFFCiU<8$H`5?5`G<@2_5si?{FnBQ6R;)XbhoW19m!?#YCwVA(?tf(-Q zbM8+$*L{oVBvw0`eBILIbJ|}*K|h^G$KQwe zcK$nmSNDP+nA1@<{w6aE{o!!OUBwEYus#3(YyBayOz3~Gkqh^(^wW)?rv4|*3_H#) z()t-gV;rVM5emW&U)<0|IpK&^nQ*cvH`k78pv;G>=ZEGBB)22$;ovU})6!QNfkDsl69xT%D zOYXx6qMgX7=iCubq{4*;ht-@I%b;Hju3w{S#twZr1vmAgpTPv7=gX+|CT%di-b}YxC!)r$cETi>(u#EAENUkh;owAkYY!pnNOa8 z9Q{@w6P6qXml=EQM3lQozis8Gjz87|Hu3>EVrS}0Km7=5>*sj!66@$<5kAj5dUFbH8bLoJ32N5ALU#T6Q94AH@S)c$ zmhkHddZYXUAG9B3{lHGpkD>rS5zGq$dH$Wb+(*fU^jEa&V^;mOwxBoSZ#4dmCVpcG zf{%>$&fjN)bi2!eg{KFoFHyc(l69fWj2brccg?UPcZF`3geBs8UBi#Q_bY8Py&{%b z+=Rrz8pYjY8cRRp2x|J@ghDUwOMYH&+4;m+@e+)yS74tWnObtt|4cu>5JWj!(2u2` zNw~>@aV@Pc*-^A6lz&?LFVLg^R`x$jaJY}BpCE#o{>%3?yUrY_|0+QKvB}xWxVfwA zcN55cB0-FkGHPA_@t~Jf&@PHvEE&vGZ^9bYKfHtm{kcwkmyJ1daZc5MSw^jvSVPE? zA^N3@R!fEz(>(s6UMu~FGbeV2`R8jef3zw8OzKO>`t_d~B*-#?n*J-KcheW_MYWxk zE`7Z!_CIr4EWxx;_djM5-C}~sCmD6!(e(ujs=j!6NVag%etp``%Qk7LYRP66(ak2P z(O;cT=l&$QQvHQ{)8a1uU*%}bDY#+&AsohU{rQ7A6kq|tVjz&)&(1e@SnU^;N*7sZsDf zDgS@8q(ae({d@fZC8PRN;#%?eq?l_$|C_z4MypcwigUzkM6ZPVcS{-zDWXLL_3OW_ z$dVZ51yjkAJ@VOzKh|GR{`&P7BYH)w@PA$ZUqW&(C5V1XMgz93c`YThJ^E%@yIsN( zTJ-0Keah6X%PF{F{rz99KcoNCUkF=Hf~+8@(LY1N4?bl{q(32Df%KA)t@)31qWqNh zmy5&QDF2Q0|5X&xZv-{{m#IRXS8Usqlcs_9!o^E$RY&A{cOpk$(SNTdx^)CK=?^{= z{7DKO9Q4z@r$^WT^3O0aW~}*mPfn<54gIVohaX??c# z2}L*sH!OdIL;cnF-$wZdOPrwBTT)t241x)2`X65J<3ncJy?%7b>3dlp^3N2Mv-#14 z?jrw;_$y=~VOZadIkLaP+YFsJMQ7STKN|^Z)?We^&3h+}KD@Kgh|ov|{bzQbF~duZ zv|WFP{*3hN_n$Wr-^~QUM@Fst&!tFzN4+>s`g>aIKlCRY1SWQ-E%dXMpeFq($BNvM zwviVXohih>-j~u zryo=G*X=|XLQqrx?3ZP^#;Oh;u`8*C`jW=@a}Vxp>aOaazZ2aqg4pMj(S!mO-!X5x z$(@z_m7CmEIiaQ<^s|$ohCjE=pKyK){TI$}*;@V%wEuzp)1P0nwfvx$>gON3N$x!a zp=Ziy(i(@ClHzO@mZX&P8^t*Vx4HiTf4%->tNf5l>A&))k-s?%>k7Cy2l@BW&whgX z_IsSpZ=hdR`ajz(@hQ=&mgLgf|0?umvHqh!e{hiGjw7f6{zsq4=QrQ{;P<)mEwTT0 z*=1|x=eNdkggZn(M+s`$pR0em6zO&kr`o30G0czr`?frICGS2zPUzn(aU-8B{<$~C zu_W5Rfc}u>yY?^CmmKu_mxoD^BLq>;WYjwU^8f$2{uf4a-y(>9Mnk%m2^#7oF8s)ViT+fyBXZEe3O7k&LV6aPyD5l%*}mIMbk?$>j# zi`5M9EwSF8>iqL0xt}4Z z(f<-=S5IQ06Hkx1y8Af8y2zurhb|dws4vN#BD&KAHTh?K$szLG>mo~s1`A81dy@ZJ z*8EU2PQeZP&v3FNh5k=@iK&Fm^xy-z0_j2-+|Sa_IfCFLqrAGyb>>QztkJIHtuJAg z74^@k{Cx~8p%~FaPKkrGw5*_M~{`{D2{Qo`wu2X_<64b08 z2b^vFn&k>sEP=s&z10$!`Vwdq(cK`3bt)MRsyO5|b<3gRC1w5o^M94!R{9(y-xA$R z&PMbLX#WrSkNrQ2PFUiOC5J-rkjF3gPEVNkfI8!5R*n$sXUl>%>`DGbU4M?I@OKGn z`ftxIO;1btBO8D9DHJNs50uTY=j;7?jDyV``iUWkd6ta&p1*aQVf_c=N?Om4V*ZSN zRX=|=%0I}7aZ$g2WGg-TFBtehyhil9Y5f86=d-RqWaprdr=Q0JHTjox?9F@0_teKL zFAiU4W68g+-SYY7uR}SZrUd$VL=bYysP+8c?|waBY?5D+g8p9C+}7d2)0(3Hxkq&O z32O8oo;N5_I@w^(#D{Hei}QC`HoG^u)TI)q;D+Nb!Xf_^{YAaF{eS{IB&ex>37c*{ zlN!@Y3>ZHv|HqdY^!>L{`9Xg4pK0AcQ0UFV61HCdenJeA2x|JT$ab^Ou-S_W%siIm zs(4AYMvi$Er#h+UKN5-VDM8E=EaVpXYE;p>J^53+6}t7y5692N56cd8jXW*v4NyzoB10eL?(Q6V&8i zaJw!yCETAvzO1?)Slp+(`V#C*qI*RUa>~QUw%j>xi}gd4ztVows(+~C-}m-E=>OBY zeniPKq5pw_2e`kXA6Vkm&z}wqJh`({rMqJP-`f5+brSXGEzy5PJcyX)A0uf0xH7pX zx~)2I*I2b=`v0hV@35+l=YRZa3}T6*QDPT+L&e_EU1>H{RP1O_QL$t1ioGlLuGmW~ z#1c_47fTd7HWWm_j>duo#Qrz{X&P%1&q z{5$aE{MW4H+FR3(KEELDKkZxZmG~)69lwqGPe_NMp53}05&D0?xUhTq{GF}le*(?F z(SD-8YySOI%s=(}Pamn=p9pH|FX&C|1M`7?tKS#!z9rTlGk3RaFk+pP)%@f90{nm0 zy`*C#KVnOI7Fzj(V?%uZLO;F|)Qn#tHw!;D&+XVg$YDp6IDcx_sh@N4D%CmYjq+bX z^KbC)th3)R(MBjdYHReL@4+$2EO^!VqN8^n73-&5bzE;$`%+%Cf1~`tC-k3Qe;Cml zouBJHackC(k?Xzhnj=;#{A2!@llTW;M*075?q8|r&k$46Mgv-IQrnr3Sn|A*!B zHW%eV{wsqe7f&Oa2?w4l2uHZyP8j7uIMN5Mx64Jj_4c+(d{ths$2-s=|DU;jY();r z?D>4TK3fQfWqP|))EDyC+l4CpsSaJhKjZ`Xf=`S~2#3Q-+2P#L)^ILfD_4+mVix!ysN z9!L4X2kga=9=+M&d2wcT*PJ`#eFRcMt5hPN3xrG8Bca2 zl6=4~9I)YB2=%F?uR0V{@-HItL%s^X4&3YBqnOj}1IS^X6Nke#ln3|zkiOmyN1tC> z+=i#-tlzDs^C00sw43Z;w})^5`AT-M+f6u_ROr?A*DbTd&#PC$0Vo`Bmi>o=KePvo zv#3A4-NkcRpZSRXp|^{G17MU_&yRi|2oBwlKl%f3ef<~ARd-EI_kKLDC4y@&zK{Cv z3aLX_93uZNJB(|_lPwDESO?({`MyQpuJaHMvMi{@p&9a1^j||!&$zFSaPWijpdF;G zFSUQ6{?mrTp_uBR3hAIdDe=|zt>m9u$XlPDUOp`=_}C4)>YIdmV-$TBN zyx>4BwCOHY3&*Zo5m;ea-6dk24Ne?WQBUMI{;nb7izkE;K4 z_iP5q^R-%PxIDh8?IWY?AQ1h*MmVfPIn$O;9nTP+wtP0c3prdw`aD|_I0@vRgP{QGmO`YF?9uWLAs}+zlTTlo7MN*K7`-k!z ziVI>UatM5U!V(f~)Os7dd>NNAqE2zU88nM{>}pq*qmOa4zOY zYWq+eh*lEeN_=tvD$QRZZy$Mn;3?YoV#|c8O(TIT?cG7iR}u=&A0a=i$ABy4)7O`S z7;lgs;(r^r6ZxUPL4Fbo@}EMVPdI!=dB6|iK_4I-^4F&ac`D)dTt7bRyj z;4nIea0sb{r!qK52af#G;x-)ogJ0m-{|7%xcnX`@=g6e7D;n`@mI>f5eK_W)N_c5e z-*`X(`5|4Thj8Es2TYru+P>j%)v`Ve+ufVmXKw!9GNBmuD+fLHZYv*=I#yhbr6D?b})Iuj^gR>n`Yxwyz{U7?!y;18sqR~lE{@lLOX)k*kH5&^z6I&S zeG7@h%I)tE@emUH@q&M&^0y}Q8^~FI{ndzG$>+Mb{()|b{Ik*zMo=Tagn~U@vFRdef!9?y%~oinu;&9>tar{ppoY#!O3?A?ULc zT?v93`G@#b{K)Q&JG1e^x$DfG=#RAQW?N^#6hV(;-5f-Zb||5~U)NWqJX$3OmRF~J*wI7q%{!efFg*Z?@*tWy>JoE#43;j^~oHW|@CUZRJ!d&Pon@IUAUO#Kx$gBfJ`!Om%FIH*z zvA03uA@x5aoxs&_=BF3(1=Nkl9^qv{imO|+R8jBd{A_9P_+=%{G||mFG^4g?B~BXJ2*kXG(R>W%8yF|`<{L)xQ`q|V>(|!O zJ5%{)OUtppZ>jZHjJ_8qi2fv@0eSO0H3yUVBkJ#BpD?>!g=%t&ZrFZdK7{fs=0iVO zO|Rq=9)^0+kKab+KSAbS(CaY&0{^AxM+1V;BNCeA^7x4PQP)3D`LDmtT2gr7vc=9- zx!6tg|I+lm9zm`CeRC_B71%Iq41ISZ2t6dBNzJA_WE~b? z>1FG2OI)8GIW%Z^Oh;c%(M@IPM+JhK`ZI0uer>KaEOu97{Wx)bE${3-+t*iA^>;a< zD^E~Ue!C2=DP})1UqZQl?9npiglBP1(GBbWe{*~oBHX{>m<#zk(vQjnHTolXX3tBk z9nF6*er)SrBkE4|I->q65?v*N8a*PL&&Jk|y`3ZXU*h`d*lw>!B;`}DzZkVYC0W(| z8J2^TouT}2{El*^_xhgqzD_mvzK9p@r#oew{%1@r2af!!(2tq~F&;{2$Q2zOSmCUyx|Ma>~yhP?Z zpx4)5Eh=~If0jR}^@i8x>_wNBZ)p?9FivJ|akl5!Egqbr8@3w>aS8;uiz&0tiOKtwowcJq9>!o{PE5^mz0`*E+T)U`cv47 z73Ryz{5hkb$GBEsiD-hHBvhV1%bx?Y)`$MWu^~;Tt(G6g5B>bzI{ww`YuM%>cCE`l zFjIYupGy6y+oYTl!u+NH5|-}YeQfaF?4PSxp@Sbz3-?u5=Hv_Y>+AzE!~CItP=5XO z9~a868A0v%)zSSU3mN2gKX$#DwWIJgPg7P5I@C$@Usw9xm>|~466!SIV=}vS>~-?< zc?ZS#>%aR_N|&Ei_d9Mx=S~pwI0+3N^X@sbbD1&qkYg}I`qzr=-f`mx)qKag`U?-k z`c~N{_vVzH$%B40B8Yj4ghn*;xn~Y;S=Y(rdre&bZS()c{kb~+;1~q_H=!R*32OR3 zpH==byFli<_zv^k^!6X@v*@pRSSx?De{A=Gf2<2Izrs3L3ePmKM}j#AnXiI>#eB6C z2fb1LFds(#-?x9Fnvdw`FPK*@A%^tpw+9<*%n05R&6*PfrxNmRevxUG=s#XW*Os8B z{NW`_elSmdv144JW>GAODy*r!^!~%JshpylTG0=0f>=*VsH{Ixe#lQLzoW>%HPN*p zhxvG<*81z*B`)wP9HEGW&x~U`m=tNMXe|`M($C!H^ zd3tmCzH7{e!iSW+>33ydSx%^7{aqsS4a`6E<{Q?^AM|?pV_%~uF{CMfxcl_?%)8p5 z?$`gi#K7=^FGq6StEXO{?m~233FajzfuP+x-kW#re_Fpt?X$xD+wuA>TR$n$h9jC0 z|L8wxzk2=gD<#yOpl1EXpH+IxmOL!zxS;t7hI!8P?Dh5zt*@Go`Vw6?g4hp~(4f%s zDQ4yKRcFl8>v!IjJwBp2r|5?Dhj@^`e*R@te$Zom_C&sRXZh_$&Hupi zUA+IXf1N|jnfm{hEyTo_ZjD`nTO`2`6?5pNDxr>_;>G;y^`uwpqDqubcm8NU z>7BpBd=KLv%=b|KLG)t?L9}xTmCerrbFBV-w`n8GO!Cj$czdB-e-0J(A3$`232O95 z;Lsi)7nt!IS}l-l+W&ndvY35%Jf#q7Bpp5^;1^r}-FpHpm|K&)o zPvhV0jAvM;I`l zH;tf1e!iC*yk;jHe(t<%#2sP2d1m6MfER15U;p=du(SErklU;hrC;Fcwx_?A_vVBe z$}i?og=ejr#)$F9d%(0x!|IJO|#VQ^xGGw-DK0SxN&n2kp&%mS} z*-x5n#=UKqWAjy(gThaG^>M40T$vMUSbi_cAM#7D{!sF{>I{1Q`rSx=IR8Mu)bF1y zpn?Pu)Q|tl=lA0IIb4^b=!WG-Jmin-g!pd6KjML2zy4Z85f&5FoF9e!=n>6A$o(he zr#$~;ef=SSv_ED2u3j^>mVdN=rTmT@=`N)oy9jFbPZPb%9A`0^`i@v7x$nk0@j|(; zL4{mZ{kx3lHW37$5-PiYI?-y&nQW2K;`uyz{r8Kif0h$nFhPy}b2xSQIh#3r{)>W{ zBZd39B7?nd_y3|k-?)P4RuV)%lh8<~;cv~Sp1AaOIdNQ^|2>|yA>Zx|Zk(c9-F|)` z0{!}L6@6bzP{V&h_@a1oz=~%Nngpzk{gYRcbuMc)K-UpoKCxTKu_tM13GEkER^?EjbIl$~M!i`2P)`9Alvx5W9O ze*btkF|voCru`%>ewbnodOzCrQMv2Pk-{IePnwYBjwdJ7kbk4~$6iY44}zNcpF{tX z$!yQ4jMJM)&u^Be@P5f>Y8SCt%M-lcD6!mOz|8V+>d8b{p9T#EJL%5GnV+zpXCxHjeXe)J*~a| z@@(#9G2VPVn}>CdJ2quAlpdsT{|G%JnW64z_XK3&RF*Wg3{sfFnMxmm(b9 zU4Lvp)xq8KTH(R`2Z_M;&SXBi!Mi5WBYW}+Qi2O6Pv+-RekuFq(69WA#NUu-6Zris z`@8vf>B<*M-V3kam>{e}knf^hTMo6Y-bI98iF;Y@w6hO)wUoEsFk$VapT2`%{k7H^ zvNcS5o+O#KM!F2;yUCiWx5b;mQ-5Kdamr$ynA(evsCvI?{Uff5^+*27yj%Bbjdq7L z<#!}wsL?e$b4QB+o;Km#E#^1#+Y0&zvNdf@VO=9zYgO+l!Z(LW8652{a139VhAZ;b zTUXeN`oncYOdDa%4_r@=`b2#ryjFI}{CkiGFKUUw$HY875?qd01 z+gQj~q4ywM^&SC!k)A$3crWN8Tf@QHKcA=v47&)&H5kPj)md2UpgkiTxW50Od*a}XMLrHZOYiV(W2aB#gDmTr6kk3`_P#Nemyyuv=Un-y(wCcU z_|!^x=Rkjhw*=ryero?k`jI0eQhxD=H;vN#AX(=lJgvNKc&W3;H_X50MfGLR^~a3J z59QDw0|v?7I?zAuMSD^BvlrHvpjYyT^{)+o7PYqL!gnKtHS+aCFC6DA8KLL{NgwXE zxNWi<#>MhMwiYfW_|>-;;K={m?H&0`<&}nyW@v(zaalHR9|TS zu89FLOKL*?s<#0pz71LHx(RFO;iUf&uCE{cwtd=gq@R!Y{bzfJJRtw^1&(_D$h^3l ztiL+&<8pg%$t}jWqbGXv6NFogi(S{i+e~pT=w)l_W?Z(`mBPUvtnDYs>2sddQlJl> z!n$#n#k?=58CSfk6cqgG^?{yWeR-AotR(bLW7nxUwly#RFX{cWzoR{)zECdx_<->e z;c5F%DpSH8h5ko8K!iV&y@Rw;yoX5E(wK%vkTodUlf~G&>@kcdwlv*ycK!t0DlqWtpoBveIZ?p*9gaa z1>w*)2uFTtado`a#|Mt|073tstY7Qxs5bKdg!OClA2NKy{8jp@*uREz)&BK5Nl3GQ z65O?N3d{O7*Oar8{c8hS0ESB5^G;k@CDz~Amm5#?n)O>?o-GfU%ZL6~=Dv$(QM7^T zP-aV1$CTxQo<5s;{gXa8we>aTzkh9S+pu`Hmoh4_=*+Dri-H6_v1KYs^cvu_Izx)N zZ%o4@_Q~YxcjBmYGhl2kSnZ|GYYuxe-B!P=~mZJ=OC& ztV?ljV~>QT`^V3QOYZAU2Xp=L=_)Ht-}6t59QCEKdjAURa_oB`Jt;bW?v!fwY~SCd z#Lx?3|9f`Qo(d!CwC2dhy8Q$7{+`m2)bj)Ecjcf2HRl&WXWqSLg$kGb=wpsxg(-Z{ zm9MV{MYR(0$G#Z$cQyM*UiQ=fW?uAsT0Ww8m7h;jpO3SS|Hv@N7YhcIANzVg(T73^ zknTU1Hosuy$$kxTR-Qkz-hKu4GiWEu{S`-!Y^>v7l|K|J=yTE!?AvJS-@o~&%k1^P zJRfWA{*97+h_GMQD@G&!?-}g>V_yvQu0Q`i^&js~>(3AM_s5L*hn%5j^yP=X!~GIX z`wv}O@pqQv@Pg#g1@4IZC*y_$pYyD(K7WM%j{bpsqmWv87 ze{bBtdmCqQif$@KKS~mWo|RDf`I+rMx&L}8e>@vb;V&CXD}7UMPN=Ck{U|{Ya+Xks zr2}6xA38t4`0z+RKS*!=srIkR#95uV8p#j$4^e;m`^Tk-@2UjRPb~a@`sD$e{$k16 zvpkOVrSL({U%O|irrKYZrtcLAqCZ;bE&dB!4yE*Xb2VPf9~LAx4y@T)wf`wYbma*` zpGYY8?t9yOH8LQxx5pjfKKobiGTj=!YsD$LuzxK_AD~YpG$Hflr{<@mKcJt#%I=Hn z3VI{?1=I7nn4jSJT;y*=@A1{)NPO~5aei94*Oxb2c9jVhz-qK@EMh=#AG4Ncg8E?Oe#w|lDp8b)-U1ThbiP zgr#o{>AM?2&G_TsGdhVqo4ahV+uArbi^6ROKF;uNU0;#E3w?Jbs2~44>~3!wJtKw< zr0};j?aqgW_Y(9*^><{)gImR_#|it_ZN*2myENcePRSXz-G+K^4mOX9}9VKGro$$xS+<8S#&JXn)u^#dmAzF~5IFZrDNJn0_=NsF}Yx zL|%Sx4h)_BB!BN1R)WG$JzBqM&5@>@P(%4S()~sB|GLhvuiAGlD(IV1Ld^(j+P~f7 zk*CZ-G=4i!cmo>0tzEx9I56dlLy6;J|Do6W^~1BQaOISoA^)`v#-HYtkT*e;Q$pqS z+o$Y(yhj{}VdW_N#KS(^2z47 zW}Kp%TG9_Mf|~vpay|GtYg*qibNFZV{#MGwX{NjJs{an7_OpzhU%@_!tyhgqgP&9t z`5VzIY+V)hUvLXd?3!BBk2VCMr!A;^-Ph*e%}+|*E*UEPSKK+(dEScg&YYqf)?W*{ zzl?fO?k`(E{ve;+^kb{V&*sNkR_CvfJregn^!qpMDBYd}HTCCpXkQXrSN+b!gA-!e z846$0yj9S!Ija3qd-~p$pl1B@?OA!Uxl^6dMPr)Bv*n=wN9q4;!f|~yC zTj1wQ=1SF82DbepPWX>{A24fB?;YJZMgNEWs~rNQ@n=)ZXJ*JB?Rv?U^{3X)XM*0k z_M@)`c=zk@? zyA#xpp9f4YhL{grW6-Y-a{|JLWmeaZzC_oJpl1G;)PChhb7;O?`FCzV!Z6QRu)Sf` zp!(MH|LyrxE>77Q_TS*@k6Xmg+r;VHi5I{Wh7eZfV^(vF1(Tzhup`?zMXE>%u|rPe1w))b!uPGjm^= z*O2|51BH(&vUpZfbq`Lc)$&8X!UYP@V_#$_ebCfj!v5lt{bfyOmw>9VV*L@auWw8X z7xnq6endBfpl1GR=Ny;B@ccUZ#pbwsE3btx(SQ3B-2j4^XGy4Rf8a;^PtePc<^3n? z#~(`8l#PBU<6i}i@0iyPq7PdAYk7YDG~M3?y<-1gQSfin{*+|H!ytbgbR+)&`Z1Uw z+PQ=V<_-*HOKAS{BZcdq|1`?~+xQTgHj1oi*_#{c8>|G0mz`k&OV|0j?j z4ieO?f4nZPN@UePJbZX*cRVXY3m#kV5%0|N#tZpRB)W|RHT^fFf3+vfxBBpV?WOv^ zLg6)bk9GNTyt@7mr0**UVxA_UfsvD*voQ{{W(P>~$N3bV`gl!Tp`z;geG+}2N>G!3 zz{c7i%$^%Yx#o?EXPDpSS>w4a%efw$qMIhuk0}JPPL@z*|C^p)Mf<5l&##g=tkfT> z{Rl4PAb+Fw2mdP=7xex&r%^(431Xcfp-y|}zBV_Qzo@|-Y5j$Hnr{ZLm+^VKbBb=7 zPCw@0g9=Yq{^cGU7!Wbu`_^^weB#HxUk9zM-9Xg;42nOSpl1A!^w{%?m8A7I_5~~K zu2E#+bk+a%Oro1bP}BZQK{hYU39EDTaP9HC=>LB@jjlK9Lk&*R4dov|;|JPBddCms z1A1Ke#&@IoQ{sJp|6OPB{P;X#WD!Bl{KcV4hZpAZzeG*g(kGs^rtr^Yf+w$B>%$2( zp|(^)%g7rWvG8v!>Ile4DJssrgWDP%z}bR_A^l{UNN_q4_4Vo z`mZ5rcF6i-J26?C_n#4 zMOTlibzD4uxx7Nx_3PV}vYLJkjo(!%!(@k53+~TqCFqya_Z0*+`X`}p%xQC>bAM!O zu;aYwzb$V~UH8+g(xUuE@~33Q`FncT->^T!_^tO}wTd!WORxwsl=crS{s)8iO+8#} z(@C*^HnMWVJD%RE|I^hJe+@y+{NL-Zns3<5$iop=CWNqJ6z-Gzi;Hs&_jHy&Bn*79 zw^O5?-nwu~&anRV=O6n0r*)Lj27>zeV+h@ULBH1f4_r@l!33e_B~(8DQ9g%?{Wn}3 zP2c#b`rrS)`v>a%rSIFnR_&+s`)8Y|-1`XH6O=$gXQx-JP?m=|+V;J}TH~i31Xcnq4NCW+?z(3Y_diP|2H4PN45NWqUt|m3(;*QsA+$uR@0KrO;1Iw zdvG#N?Ek!Q+%tdTmnNK|8@3D(){;_+jtod-c@yx3&5QVHS+zxg+jDP(JT3cgrWW| z_ImxQyNmqy6C(!*>h-7c`KohH3O^@bEU%vK`a}MBhM1BwY=4M{^@Co2{y`DW6V&UU zN`+6wJ^B(W{QrhFPww-BgX%xy5Ya^t)aXCc$L_D03$4Gfe;Vg~BBFs=o&SUq-Eo4N z^~1Riqr%y+RH1!XG=YI%nhN%?ULfrXNQLYTA#l&--^~KXb!tIhtG&{;w#eA8TKLb7Zt;5alzNRhMK`R!;-o*2 ze+k|FnPZetI6<@%361Qq?=kbG`5*R0mdW!!b^h@u(U}QqOq)AZvELBx~L zh&Sv{hWlq2|EHz%{u%N?`_=D18R_3)2It>rDT8waG0sV7uur|0O!*w+jDDeve-$`I zH*CL%2mbZ_--v(EXQLl@mKxtL(2r{bHT(x%OL@=wkEmK^>iF|LHR2dzD~Of)bG5-{7&` zn^elQQTQ(k&UG&1kmaiWiKO^f2x``kruXw+m>ueMj;hSJ3;$tW7X1^?I7K(CzyGR# zlzc+MurDG%A1OU|Y;FFChkAj59KKuEex8Z*d;R!*gAz(52t6;M4mK{&S>I)OV}BeN z$NVWg-0kcqx7+Idr6~ITkf28Yd*#lx+q~r6n*Dcf#*6o(db^sdw7%ubDZ1$<{YW5) za!RN}^NP@_M6lkY{d;$;6)n8E`r{)@`A z5c8*K`X2L7`l(|Fg_t|g`ysMMRDVX}Pb?)APf#O&U;C?3 z=9+YW1ncU~eRjW^nZ1H2{~e->BdF2efdg`enge2#^#k+@)(;fju>TnKf1~m%`Ka$7 z!qC^+{EhCv-=&1^5!95ww#9!}hgzAtp6U}T_Me_VOUe-tSdLqpKjK0E>(~GHDZ&GS z&=V3W@1MedF8T%JpT7N%Q_h&bq<8(ciq>!7U%!5PM0~#_sOf)!>xxKk7moK@`SMhZ z@Sk+=hx_$+N4MY<-Sn7#JR^v4LPF*Dn}*Q+b?Eg(50?tNkE!>+5{d3_f+(kicBm1R zV9tHHf8Qeeks|>*;;y(UvEG5miT^05PHFaIyRhY_9Xoe{oPTg z|C5O>g`mFtsDHG7tbdS?wfv*~f8YIwNZtHJwcoWafBpG&5l+Q5y{8|a2x|0y@c!l3 z%$2rp3~nO%pM_p)|6^Il^Vu2;`VU0+ks$hs1&z7+O1%G@g~Gq@{oe?2{{;>qC^^Ia z=VtJJ*=I`V3qjG&r1k&HF0agvwEji=-Q|0>R$`Jfw>E#oL;dUbf4?FEH7HH~4yRgg zH+LZWZ>)d1{k?d>T2Iw})Y|$-z39(hGf=)632N#;;oANr2LGRE|BC%YF{}0exAzYV zrBit|Z%4S|pb8E^R0m3EHkePLT`719)9(`~>A`_h3d1=P z=)o^=J$+NzK}=n87~@C|O-czIqudH^E99oPi|sX| z|HMhJ$MVgV`e`$gpPv$&yuVZ%F88n4PJCd~Y)yvOC?g!+=%{vzsOHX|DWwSuvhY=Jmp66RdW9e;HB?A zS%12PAD8u1DL+1LW!4FQ&+p3LSp;O$owt|#tzFC0mbZ~AU|t?y;UKUr;TvVUfJVHv zrGf(52nT7wvb}f{uDAPv{2>RuT@I&nX1)BB`Y%M~RqNaKkJA1nE4hgFn6~`(d_k*4 zQ(Ozf;gu6t9O}7o^fx%rfkQsbbAjvaHYUmrsOnLE=$~r+=PPD%a&rE*Zf9NaA z)6yS)&Ft{=>XqF%`bVVf0Me5ju(jnGWQSulIPMSY?;&7c5#d*52W$f^FC42t1RKLpouxeb9XKUdgOpzxXmf7$pBV6Inp6l-&EA6j1)t^0w zK0!U{+fQ0t@9@q}@Q35`&y>+x-{XJH!s}T-)rN!a!tB}xFkbm0z>_s@f>&K(t zR%Jf?_wv5{FInHH{lAH%zYgy5;}@R(P_FxjE*) z;(j6eH~9OT+KWZqZt!hQ{N*DDaJ5Bxdi|=$mGsp0FWQ?TFLhpn@+$Gw@h8dB0VD@! zKJq&>)r7u)16A;=uW$XmEq!=Pa^ST{9xoel#o<~*eqVNwsygIE`$hkh`{Qp7sXvw! z`b6Kq_434ciSY#UEAX$sr-Sx{aQ*xRINA&114sVA0U_V}d)8NM=i$!Bkb_d_E8sYH z#(1WrmzyIUjGu}FJVp)*OL9eDVf;&F81F!b`GUf4Dmi$w6a5+GMgIaF;v-za^9g8bOr>Ab+KQ!eL*kGCz^pAIh6n9*NA-UBgni&?iU_ z`WE`>+x-XQMGDjJTYz6BKYQUo80AUJkEEZ?{FOOcJvY<0M~pvd>GScl@~{;+==J5D zM)xa_f7cC! zmEx}~;ld$fs%Vc$*P?DlPjvf7{V3(b{P~~#L0^8%caSd1kM@r79QBWQ2*>ydd7`}{ zo|2y09u$4!E*!3+{*?CQsO!J~bm)q7mHgCjeE)WNY{mRQUq7Hz%ICn($__}GnEznk z4)OHuS-&3B%OB;}%MUohk-lF4L;h*|Zz7Y|%f3}P=pa8OJvh9yBL|j6bPj!0{R?^M z=UZvVSIlqK`32;!=l?%Bi2P}LHM{>44kDXf{)T_ZW|zr5WHr@2WNWG)Yy(QDLj%8^ zX1;Ot+4|D+Kow};>cpMeKcCFCT2v>t?XmrZZ9s`W_>0R&GjB6BOTLOR%tR5h{gU_i zo9KCh-n#8A^>{(w?695IQp(Wshiz=>XJpP(AJ~!HH{2J-M6=Jd{k3Y-wmUi3%oE#N z*!HR`Q>XbC?AIxUMKPrCkNPo>!l@&P-W?Z_V|v;GRiI>_Gm{`MW2?uwg`BR=VC4xN)k;AKTuLyXJV? zcUj^0=F^Fj=YFVmgH<5*bX+S#JWKjh z;y|1ZqZ8o0h zuSw5it!dkz6Kc3Uy{kRzn6&o-YeEDiBEHV5lfAp3M|+WWFy%j7W04TK{Z!u;aWK;V z9P3Kq_Dk#@cF5>&HU9^;h6dK|by+-5IA=q0fdR{Va7xaQf5b!m$kPpJI)?8?@{{8Q zI~;?4z_JJQs4pDrYpw@6eflMZ`H*=5d$~PiUI0C#H!rYC{!*Igm-=Otb@cy!z27?eU}v;%Z1bR)C~qP9 zfclhBhhrOFn#cXi^ERNjE`N3Wz%;^I`nq(y1o`RRgB78KDiB0HOQ_SQkOwTRLyK06 zk6sne)4#b~DQx5>Khb`19jr7MQlVX9pT{gHdRgMu1}DVxdJluTJx=!U74!}izZ5}? z0~Ykr=6B4uK>yQ(Ul~K{wSdVOMIpA@8?cmPp#W3t|tvE zP&reDT^&XK#fh#2K~4QR9q<31g`9a=chkCu)y7~)scA)g_Eb}>O zyN6Ii{bg%#J=iFJH=TPV<$1@VR_Bl7HJbjIaJ&Zo%g~SV1U2;+-0b`rHosS=AL4<3Wjbw>ZhG_|W!a%l z>y6}({6VkeUs~i3y<7_sRcLqq=_?i-^0J-R`gq}}rZG{04A-+T&&B)`<9~Ict3gmR{w6ki_{3b2`akCRxZXk0zq9=6Hm-H;SG}Hr z<#hV;|M%zBYEwdW2x|1VL%rHhS@$DPZ!X_=O`tn!J1NF;jqw@Qa zc?ITwig|_F{^}7UjR|5ND513vJ6<(kb;-9QSN3>@_EBQYiT?Q#)#qiMiLMbr&G@@L z`owE?Y3k(V?^;I+_i~NS@0qdYjCwu1KGC@mL_3vGC-)0UESRo`V}7=gu7{)jH6Xf% z1U3E7H%sOl=HSDHGgcV6g`r+*J}J=cU=9~f(M^ng;Dbhggb#>}H;2;muxS5n=y_Ps z8_EBFbG_Rn+}`4N0QtMn4_AU3`2~&6@s9LQxOm=BIexCqL2txA;z9p>@A!jpRlj}Y zP8oO*#ClRfQZ95%TvWy5XFO(3WjEi9$sNrq5Cgq7`}ADYWTvQp zZ=zdEP^14NTTe`4d%Bz%+`D5Gn@0*ewt?ro9WjA|zAe#BC5U|_36;$Q=VyI)E#tmu z=1laHKeZUzzs*=d-;U^p6V!l2n?0x5fuNVIPgl9gK2bne>ji&KsXScJx2NxY32Mea z?iG2{y!B_V)sO#-VL=prZe{B#vwZwHp{5S><5z+j`S}L2IP;4KbBkwvqq@hq(cPt2 zWVpJ2(vj$}zl3p4`Yi81IAr$AU;Jr|7(WYFE_1B+CAI%`BKj@_HSI5Ez9@fZqVpk$b&7;K{ZQkzna}vWTJ>Rv#r%Cp-2xDxE_n+AC%vhe)J}&*Pn~JefqR_=51Dp!sjpRlC#eK z#zOwx=(`_5ef_)9{tNn5=Zw?;jH$&1eRrbkK~OV)k6an}kUh)BfAt%GO1Q@#e0Su? zD}|f{y>;ae73PV`yLi^GpT4bsGjL+p)RTVnBB&kzcF%jsoXEXA%H=LUZD zpl1GRcX`Wu7C1Rz-TUxhv46ilp+)Vp^;LSK`csk(55xMTo@wQ+3%`4F%Fa-J_5H`X{MGfl(thnZ@*hDz zMiRt4Q9|toxPLHjo!+y_ilj(}c6u<|g=P~ncIOn`kpD+Ce?+_dEI;p3K+un(geDQp ziiF9$XI$jOJ%=`36y~k@>eUOI;?zyl-)M?Ifgtp}ggWe)^ptsQA3UgUfBiIG5p8u>+TZ+6q{N9PY1Ka}=cl2ddm`B(RE6#ZSuYWj7gKhS^l`;U`} zktqZ<^EWStRc~nh|G*jZTD;@_z5J(l{|WhEUZcNuIE^CACa7tD{H|lN**mUt^~*(7 zdwRcZU#@Ok(19b}>GWe3LG)7z4gWAGf%QGStKg8(Na0@2rbo+^6Q0FI|C>Q{GYLY@ z5-LCMrF=f+jQUr~pN~`Ybl1N^Z<}s<@ReSA+#kUBrEfoTs30o{qMb-+=!TNv=0#&` z@cOIN^^56f^i@|1@t3` zpr-$XIhSz25E1?ny8AmJ#$u`Um+y{^{L+-b~MXpkK7nJukS3GFVIy^JEDP zYGD7K&7|kWvQhYXbB(0WSJd^N5&r@7ycO!D7Cmo8$r-l)Z=b(q;MUSB@nVH}rhfly z86~uwpr-#PWP25Eo=fsWy?T@UXgk4>fAEQP_4ymg>cqzu*&)XZNJF4wtbw#{BW z{7v!mV*S|m_@Y6P%Nug=wTgbMCWvxMD1ZC)5v!Wgd|vH)aYFxX9(lA^saVxLwGscw z2l_9)_ZKk#L;L@}`Cmd9_BHODw%8fg=HP1`{a8;>yZ`cZzY|CCL?8{&C!$882ZeWB?}hrlC!I7K&Yq92iD;X6538sbAH2@#J^(x4|X=+8gg5>*C~^)#{Ba4 z>x%MkCAw_{p{FEtRQ?hdSkr!!_uM=j&+y&v!wt7gWh--vZpi;4I{!!iSI+;7TTQRz z6Cw8hzjywC{-@u+*hvLBP7vdSggP{Nm%=u#EmSoA^(}_^{nnW!mgV`_Q^@Z(qWklo z^ntY&U1l4r{IxLSfGCFbW!T<`{&9gl1pO|eJ4{eBe@HlUFqwV1nBhQqhuh+LoW+*) z!&UYE%Wk6EM^Ll=34U@b(LAE!z;jh6MTz@kMenz55Z0tUr|70V^y7Dem?uf7Jbzo! ze*b~gVF!eJJL&e%wRdkgr|71=^dp2I>RCb)etbQj?R)nsBI6G?#QE*0+tt=2c@-4p zw^o0Guk?-|SbswQq<8;8DOR|6-g}bn{A53s`wxPe_TxL|>m##gftY1WM#l>GDnDke zz9Vpbb5Z^SM0b#&X8iJXmD~%5-Z;LX;JeG>{OVm$HShXgodvzM^81<6Uo4wxR_BBo z_Fs&@7#DGW0rZFHM<_u}`AvUy4qydbThyHLK3<$(IZUbklyLyv2u}D<_@a< z`jlsSP@^d|Ir2B6M?Ca@{r!z26yYdAlv6?zmVLZzp6Su*q0gllaewJbuA7VeN>t?( z-B5mrhkl`NzhM;N7(q?{bviirHH%zzzUb(kM;Z9aS;zH8wJ+tDV~#FZ0jDF5tz z0>3`7j~4qEC!RFSHP0chpg%zg{Y6kSeg@`jn!xf*m~?oNk2?OfI1|Lo*0iI~FNpTP zZ@pLIr?@Isw;%K$^glc5Ka`ze`M*7W+|Pd_dY)RaH?;@Foghk<)5qyC3{(Es)I ze~}_wBB(!qC_wi&KtCd#?y>x-{Xl--*M8LfJN@~I#f)j`?Mg~_@L%I!%fD_jlVslG zJYz}gC1oWSDVJ3@DM{H)rqX3r-N@W&HusXuG$)*$!>2m9dtNI%m|v1E#$;_ajm#X2 zaL8?AoxanuZ440Mf424hbLY|kzFe{koYQ404;a|UqshSje3^uw-#eKL$OreV zmHbq*W#o^2Wbmhy2WF1Bh1(d6*C?;P{0PT)KqY=@-kHqc6|?KgWOi9axJ6LRD9Z}7 zbnvUtOJ=aLTZ&SmT;Lb^=;t%wC$0ST%g7b8$Pz-{po2US4!0s- zEQ;-RQ(+cqvC_AgRfGTPY4Ajb_Kft>n)&|IELeY!Pk%2@UthR4hw@+?1Fpok7jgzY zk@^=@Bm8%`E}((Tf7Y1{NTwI zvwJrVGkv&OLj3>-KR?U+Lv?iRS*<^Xe|7&UZFy9)Z`99X`8n%Kq;I)!p(O#7HT3qmj^bjtwD*q|z+w;UM`@8vf z=}P?66#5nM>vrCiJwBp~FeA@&qHgc-zuRz_ML*m)r_zy`ZG_t#Mc=98&!6Om3jINU z{s{gcKa^L=-+>dmCeR}s^3k8iAslr2^RmZsfAr)q>xWw~q^Hp56ZtB*st>=7tM#Mk z^Ts3(SCVH{#VwC;15sAAXXLMxmvflaqkd2h)JNKIxJ623T`UUF-C49>nNHFN3cqUq z)9W*o7v=wUxLQ8AnF2qc2dhaJW@K`%=oEQOuuEKGXxCBCpc?u&h6&d5b*%Xv7t_ zB3(s&ccS^2Qhv@ym%iL=!>3ll?ULe_g$sQE`ThUbhgzTd{V4Q@GLpKVey$pirTu=$ zAM-tw1NDt?xD6EZ67)J;j_;5k!cpEY7hCl5+2JnapL4Hif5H5ywBsK zt@pKS%?TB+YfC#2@}K6KMDWz8y=HInf@??N-M`ZdF8EZ`krSunOh3^Nv^!1tgWm6b zZ=O&5qn>YNTYP9r`@(|W+V+Efg5d!9TSp%m2EG)vrw+T23yvW)@(Y}GD$bmnUNJ2~ z85WM-eJAgX#)5wwi=f^BrRZK|7E0Hge-HTi;jR7RnDYC)IERR9>iX%uQTaU$yf~x3 zV0#d9lKAImntwEZI>mZ>KK)BvvuR*^W7YV_)*llanb{ig4>JYSkKRlH^;L-K2e^fQ zr^;*1yX-$N_sVsPWu^YNU}x`L9a1L>{Q-Sjkm%75B~&((;){m;vCn=tTSnpT)uT7Y zj#14_u&oKb4=6?V>T~X-*>oqkRBF!O*+ilr9TD>8LyaLKf1~n;yd0P*+tlrBFwxIA z)UTb(v_YIuL;Y2q%9M*L0_06I1q#$mQe26;}yH` zYhSk2S2TX5@cSFxvo@cpUb8ilA6^lz zLi7vY#NOq>UYt-v`8lp;{Zf)u{ady5o~j)KRQ+3w5-Ls*?Lk82_7m)>n5msej@O0pr&&?|cHvPR`^LDyt4e(A5tmL$G$jHPM64zvD#Z+80O(8*2@&NEK&{@Cqv z$^UK}poa4MwwaK6Oi`NBEkh7;lF*RXd!_L^XxPMlk$6Rmi@mxZaq9@&BiB7qiUY#4poGE8^=wO6N7P*))D*T!{Xz z@jE08?N2}cVqR03_}BLz<#V_*%7twu=n13xr({i-Co0=;1v$Q3OaE{DL$B1N1U33E z;ZpIdX2;HdM!nb*%TUiYnf#{xwcAUypQ=PxgCNE^2@P+2<^{Vz*DRoaQ+3xYsu5jv zf+(ki23D{5&Ky3jo>$d_N5v~>7w1iF*J*uiPSL-!|7Nh79{HeM;}{9wjpToi%rqc> z<(iDDKWb4zbqS(fSWwIO5zuB=`|XmOJ;-$t+vEG}whOm}TmEV*z*L7I=JAsFR+I_} zVfHg$UfCWPCFXBUiiSm`o~tG5&xn5|+3+yb3$}MCJ45*+9_GI|2E%vj@;8~#fAro| zq1PBChmTVYIINA>x{`UjK07za>FU{|#ES@UgjU*^}e1E;`GGQ+Q;V=9lW^ z8VE8|L;Bu=pxS;+!8Lteu}ZcRwiT@-x!I%e-ZLZb9yp}-e;4}Rj3DMy66$oEy=0A# zj81-V>;%I+Y2%Rs-lZz3*R))T&VwM@xdmOC`oiqAGpg*iCkMqfEw@oO^VWN$jz4Zh z=T1;F{^rZ#bJmPk(9kYcmzm!Ez@#^_qvW{bVolZ$ykVCI~$t zq4FzW4$W%&2MyaG`hTna(`Wg4ruUjpurt=z%Bum+BL60oZ&QMhlLa08?j3>v36(1i-+)%9CjqU%6VqyOz@Ts&_Mj66C#|BI<& z{V-tazQEXP-8n@!wWA;H31Xa*PW}OZ!;?qM!NWx*;2$4(Alz)SZ6xBuLR@ zOn!xLQQmhq*4z+o9{jdO{ILBG^_pi7qVpqIfS?5I+U`FUp`dK~4Sp#{Ut*9BKUuxu)05DU{aF=)a@snm@{ARDQUrLizRM zXCF#vAi2Rk#rnIk{F+&L zPT3ji&&U_`ht4e&C-mp{jsM|cXDGvJ(qmM^N(>VD52EkG2%?@O)WQ7Wthw>g3m1yo zT@-HahF!0?qi%h5{vAMcg9)OYNNC{wDzDk7PwjHI@B2F|M&VfwCaox!-A&Y=QTtKI z!o$!n&(rGyl$>b@{TND6n}3$}DJ;f+t3&+TE5gig`J+WY?+ka~pf}3@+xu@Btfp7; z3HetuC#;J`5kuIgvY>w1PnwVP=>5~kY%${e;LPJ2Lzc&?uP}}vx{(Am{Xb;zp4Vo3 zI)BMV;eG3!U7Vwn6DQQL{oxf-vkiUNYHi06{BdA%wI<pR2 z$(TsrrxVo7pQQbVN6ce%^K6-x#fkIN8;7QiDDz0&zYQe1DFik1SEmCxx0}~Js_?8; z(-_hJcSMw~yKuBRf1E^glL_kQujTi*il15Xx|qLp+B0hWgpHN0)*lJvrV{nvI-PDR zjn-dNiSKCyHToyAS;$j!=*8&gm!2FDZpQMgjac<6h;xc=SpRm^e~_-;%*DF)8xn?g zq3qw*6Zy{|MrIS#)SrKf%^xg#(WT{E+QbPrec4)^?KyUf`U>+*qMJn!dO||w@xzTx zS$!(wW#MMn+vjG?FT<_ZKX?Tk<^Mi6m8zR4Tn8d{O>^kST!PS35*oVi-3_zyIZn8_ z_+I@1x!{@;WoKCbh==~K*FWVnh6FjjVfMQ5@1$&|rmjDi65TR_8u^0f8tO!;mhsF{D;OCQiG|FyN69{bPWUw{5*UHPA? z`@eK;n2KxKPCs@KgkH9wmi-sy^K)mcYw#K<;#rr!N!-&bapOjC`Gv)~lCJg71VH}! z{kz{NpDI4@aoa5;nwp{$%_3eegFBLBJ3lGdAfv#Tg&R5KLT=OP&(*5BM6kfY| zr;Ii^RW~Dl(D%y((at0^GNjcD_H1dj;e$4)ZbDAhKKQw;)32ia9wNGMg3!|v8sb@S zAq%Bv3aV0gGx?bU^_iVe`hJw4X8a0CezS)Kkee;+-<*@(Y^mq3hl%b8LG)7zP3k=P zE$NSN@l2Cqj_ArMx?%kx9`vVv{cK(RnM~OK!>g`HH;jG|qxfur(@Qx$VR)tq^NPmB z%JzPdqq>m)F{1dBpl1FU|z-7(#fbYMe7}N=M>$Lf5Zd-`uX!oiV#5% z%j%yw&X^lib{bu8 z)Q1|Jq8svWwEuXT5;{XrtN#mseIfb}^rzB)s#%>s_(cDKITgOAxBV%vPL~t;pQVH@ z5Y+G=aPPn)b3p!fl|FjL2{*sZ&bmC=n%7CtpCh{S1U2&a^1OADEvb{ghHc$=aet=X zyV8w{MHCS9M*QRaALZAdUl`FVZ2kNFy^F;6C4!p%AFyU+lzA?>*+Tun%@*3JQT~{J zV*dAi=LhQfxn6%p65m${YV?2V!RyD(akpz<^PH@@NxOY8|E($;t#AL7tO@;Bzy7{T z5v~zLIVCi(ed=qoXXc#U|5|xd>|cfdy?gIuzbc%f8}>iASwa4KHyPI{p&JA>+lxY~B zAnD^m<)(3u7ayX#=N-bES-d9%kK--6)y%$o+d%%zVlPm0tgt>raZa4~PU^gTfC#@N zFDv}`P$~UVE5-=#42Yjqw(jmB!k5U__YLS#Yt?%LtRq3EbT=nqZL9Bo!1ZEPrup^6 zquEM$BGX^rggFkvksiD$DC!2*p0LJDVR>}k2wu(Z;WYUtUtUBaSpI4x$2I38mhmQf z7)Q5xM&4SmjoVT(uC8GoNZto>2KnhdW|OIQb|l}8HGUwhWe18PCEFWI|FUg6yUeCosTU4N}t z@lMfzTiVCL9{oi7Q0fPdxI^B+)$&dzZ-Q&2_HlAgU*3d{{oy@D*~ZV!W%VU_Q^B^r z#W|3reWfiQ(pRs2f^R)P@Wz60T(^WgVf~G8YzHD7?GOB*KLS_6Rc{`Mk7HS+3wf@z zl>c21AwMNO2ab41AKS_Tr(w?G?WcWWcaldU+bVVE0!LNc$8sOd-BYB8>uD&DK0jO^ zQ_53Zv^V{>5a?0f(}NqlYcea4UzNQR_2Fap_B|A~X*?fi>E9PR^22uzl&iRF9Di)7 zfOYNo)sq<=%d{TFh4+GbRhtg69j`qp3jQNq>!ie(M> zP0POx-!))d*gd;p!kb5eT%G_?{vh(k0($*56@C5duaR7ids*(Zv!~F1N`G_}>Fcj; zU>gYerR5jiFY*a_VA~MO57ZxU$P4X9DNhl~U$x#h(I50baFh?YhumMA^7WSXHlzv1 zcZFYjuE?h;zc1If2Uq0p&VA+f=*+Lm`n#d1Z-qZw;XNj8c}t7_4|zadz|lW|>yL5K z|FFDAdGt8=M|sdc^zuM{h==rmE8fkDlXox74^kP%bHqdXs2}8?7FYEN>JRN*iEl&l z&C8K4=z;$mzo3t#@l;uU*5Pd`_}C4)>cQPC1GH^zj`@nBKWcMq(*j3()6b8fKM{`d zrsW^)8S*K_`^)298MS@tw$+vNa*J@Kyz2OZ@}qp{Pml-t3vm6mxnAFGp4sQfq>t+O zi}HgW`78OQFh$;#_$Il3loRt!$V1PMLZ8SGj&zmuRPRh_(=WmiZ)vb3(GktKJbrcW zz>~=Pmb+Yk9fbF&TC(@Cwqm}bA0PDFhf03-A|Gt;p}b0cs_h#%_(K2E*9UOKQ|3Em zx$F%sKl?{}hP)JSButEVXm5}o<`Md&{`2vhRKPwhI*tTd}bayU@MG zjuA|-5FJ#EQEY5(GPP4udJRmHQ4I0sH=q~vgu2!`0;!~`~t7{2A=@Jg*XPT{`Uuut+L3(C`81CK^%qI6A|Bt9pCe{-X@Wm<;r1pS ztN00i$SX?xn)RvR9A)-Nab^9hvV>Un3oS^L`t9`DH_{YN(M?!4$NB@-;pA}Zb~%$- z&(>MrM>Yy)vx%YRuqTe6+|_3Yu%7`wt^Ui4f0n%FYz&)n?hYFdfg$xu)QTF!;ry@b z8(25Ox~gV?1 zR&HI^B?hD|<+2|= z-|F}JSjeW9_>a1_v6q$!g3Ez8XBvfkHUI5+Kq-kG<&0mQYAVc zf_6GrcRs}E`~NGxijp1w{0yIwe1%`VU#ri5*ek5dq8wztxO-hcN&obWmy)jW`3R%^ zrNWd@5gnDC4)-!AFvUAqoKM3*hN2tRf5b!mLq`mM%kod%pU`*g#VDcLL}8C*r)}9h zZ>7li8RN$cxXUh3_-6Td(MapzoSdfO^rJLU)I-@Bu;#%>>HRU6aoNknit}YNx;gz- zcy&ik(M=`jM=7GH&$82FY`dr8d?V`hnTRE)9MY-#yCsRwmZ(O4@U`Bbq_T8A6W`Uq z@%?QZcgxRb;u$g6kJ9F6#0qi}XJPpra|FLKAT5(d{xHF>um5F8kt#$r_22YtYP8gh zo`JTb@EsRVtX^GPT@Wfu{*{R$KV_%+e!-eSXLsA%M~VH#Y%aAk4u7uZe>vhq`mkfN zci^yPkEO+g?}2_U(v0s>l@pt(JpHIZR8xKdVP|5cAll!D{lfjowC#_m`->Q$L%vb_ z`Fj}rbR7H@=|?4^8vSiUPd%gkW%Yb2U?ahABp>n6{+0HtE__+akNWrT>_@1;H^77h zdR3(#HHf00lAX369zBu%oW9^hx80Y;Gh{nU1QdQ8?8GU$$)0{xBZ~2u>~!m~?xA=_ z0`0$g|8F0*>@LqKx?%e>+MjfwgsKxoKFLnaGmc^68D{-Lkfr(mU&{~UI;H*R<)p5u zCjF>IR8#+4>NI>OwX$72HL{|5KCeOcCiO>FZXo!L^p9Vk$Nl-UaB;tG?V}Unr|YQ; zk4F5^6XRPw3~L>V(2}TT{OcWbJcX@E-WEM3@j6>d;Zx*w=5BYq#Q3!?`8Okqe3G5P z4XZz8jzy;V6s>WI&82XM$>rboy4GLt*CT)GsKq%v**mmG>sQjN=l+3}7N2J`C|<){ zg~!C?>d(n3a9te91LHy2>Gyf-E2-y)d47$G-xBAeox=;63hikl_!|&kL!ufI8a?d| zbK6?2|LvKv;u(-SU%&ls4sjH`!nAmBS@>QGc3{zY|f615^2HpHGqkU8kn>Tzf&_dySdcs`7^~ z>iEa#`+<*z@k?6qv08nxedz6YNZe07-uC9(@#Q*jQrFOaA|Cp=nesa51pk(Tzd1!{ zK@{_xRA(wa?0GsLpNYbiXJiYC{4@G~-0y{5R?dg#Uv{lzn;sK04_#?&bPjpQqz6&QqdB5d%`=bAdxj{!t6 zpO&2w6?1Hsyn4>K(&t1p+e_hrp64^qEk06we;4xaOB8lWcKZ1p{lGk1tnKsQ?p@Z6 z!cQ+RJE8F^wg2r({=JB5?5~5z@W-qQtzV#==4_i%q~RD9AI6pVx)asRKTMfwhe*?} zyJdV|_$tHrXm7fhi!VC#;1u2DMn9k*+L`RlzmI#sUeWps##I$Djw%aW5!A?D>UAa_=PC~vBe|oxK3HztFzwV@W zZ=#y=_ju&;luf5+2(eCabd^(-P3^W8%co>bkdK1^@b{n}eTZuM?{!bJ?PF&@w9J?} zd$<_Cqy+mozns#_;`~#R4Gu!TsBFm9<0Q_o|FW~YQqa>oR?NQxvpzW<@JZ$Wl@jtK zs?pzL*uzKCt08x4jLob*;}w3zL@YR%{-f`1V44JN7~ ziFHx}8OHDEfBxP0UA>>HAHN&rAMR)TQ~&iFDeO%&r}_b*ZU>&RHEn;yC-&Fj6Az{M z!-!&Blj=;pUts;_WAurBr^Wp&yE_BZ*ZxJlUvH$pONPJ4w<2+d?GN$LFASxF3Gg?P zk7qcMe|mg^5tPt4qMG^>TzYc?>)8J{muPwa5c5Op4FUI}W_A_rXC(2BAzGNIOw9OL zUL|+Dtl1?-JVScE;LlhpI&6NqmjQBD8Zs+Vh`WOb5F3TMIMe)Ng1drB5NQ;Sn{!~Fl>?Ek3u!}JGl zjPeio2ACHB-vIhgp&yHhYV3D#*Flq|}u#?VCPF-DmYFd~@N<7fRcx_%Kt+AL~nn$So7|{eX*0Z&vwoJDQaz|L&bD^l8#h zZGY3qe-=^A_$_csd=lH}+56R|Z?UW-g;xl6wtoCvy&wNO`OhS(ng4iXS^SK-6Fv>b z1^3MOG)+YNolbl+h-%t@;PI`WS^oB4`*xP`>5*=ibKi1aY^~Nmqw-6+so?7%Usss% zb=2{T5x=5VyjXu$#vhqEscTq&m3S(?DGmaHe>VM?0}l$ z`m6h&%KEu2hZxKFBgOjLzg_=_{ZiyR2>E}IB8!M>`XArr<7IreGi?fdEP6%U?|v5Z z#4h6{F1~+0@hu>lkEl$nw_W}$`Oy7V)T?Xe`>l;Qq8WYv->?6r6Z{J)AwQxT{dvPr zPZ$qxUv^9ME^$A*PGk4sRvRs^zt9uwKR9p(ebF26uOUZx5&-{sZkA0AO9xoAc=;;|& zjl%0@%Q46&TRTop(=z(8oT$eBI^=kk$g)pN>Y8iwZE?TstjoY=4L@3rPo*RqDDWkf z`CB#9iCw#ur6#nn<`2vGrzmo!~cWf0V44|Lgb9 zEait@I5>}VH_(sGL~)) z{4CWU{g?iLu@V2@k6%^$Ys9~l%0E4Qmwx`emHa;t)r@~U>RtZCij)jCg~vy+FBHE2 zP`FRCr19eWw~>DgQGNR@QY}xu>Q+%Kp2Ghses`hclyQQ8JNaKF3Og@5&G<%6XEL7L zzbJ+srSP`)%PxK8>iXvn@(&`apTFAP8$XM`iW2*W&$^_nsP8{S$lpnPhl%Rv&%s|h zHY?-vfVHOZQez_{8w~Rh{JY5i08xGWFEW05j>e}V#QZT@eqL;9q>4|moA~w-)ezsD zIpqDzY&kBh{TjupBK=98ky+b!;E1<}e(WWRdMY~;R}_9OjkwBV@ASGQ<{$IlIL-In z?Z_#*q5VKS)StADe})9MpVK1tvgrRyj+nV~fNet|Kad3MC#r3KYj%dS#SrlCJVxw)Pdn9c{9hg1I7K(Ce~5?r zr(eIP0fOn`&+;9be|gPPX#b`jg|80{KRDo%x_%Z+{^y8V6P1a}Z@G_2=~p|?*nBjS zRVM#|)l1d%TA|v%Gvt4kXg;DcvG#cLk?qd5*)j3xErCz`JbG`pY+Kavmr?omr1x2J zQ@UHs@3S=G5M#vOp6nO;RsH)6=P98JL}6!Sr$^uYiOfCA?g4vNsq_Cg)0bFXnxoGD zjO5ozH_$g?RIFIP%6L5FZvONQIEk~c{LhQ|um1erB}yoSsHXmT+)I+*2fS2lJ-Zew z<{wukhNu5FrFI(StNRc7^ShTx?iHd1iOR&yt7I5E)a7o!?6)5XeAkmJt#TI2m)7x{ zijS>te@6MQs1u?)Kbn_A&1>}I0a4U5*=e5tyg3%XzG;~JzA%Nm=Jb3s;f}h0c%A$s zh-ygi^Xu=~hzB9n$3(=4_EUf5@GT{ls`%(Ph~W-VP5uS$%W+Bi@+4cR`;%B!j>4;) z+OzTf@9j7_O*iRBC{c{FWhb|3mn7A?RlkN$19ks3HegB17hmdgif&>3`{(_WTa?gk zqWbZl`^SRM$4tE?`tJtuJ|E6+ubXE1u-|E2KRVrb-jpZpBSihnzS*hy_3rjUei-R} zm#C)yid)?Cq|~$O&?_~jhKuu4lkQ*o>x&f={Fc=}6`xRlaXOsj-XkjPynKG&#pf;a zp!G|PizCeIm(?wnkNy++hw~dG&anI)4EB%iQ$mqMHRF%q*Yo13d%7mhkK$smrScIE z{eN1=zu-r{>c=lp6d{_ZrvEaP3H-p^sr}%)l=f3m%s(tGf5=a3{q3s5cYLP9cZ?;y zpAaoVR3?6d-d}$8(|@{cXqQel4{*_xRSF0=I?zthVd&l+{j^1;3^Fhw{^pUtW;hmqgJ{Qk`Gc zCyDb%s6Prmc@a+04eb}={kQTD74NI2_56S$KSaC_1waAl^@e`DC2EBLT0gUy)$a8^ zuSkJU2Yh==+mF%te@n{``KRB1dPn-cC#tW%XX$+!lppYoE!7{{f%^0B)-QwqasMod z1bif_ssDV}f+Q)v?fq=OXMZ5Z@2-Oj`%QNFuj3ch{v?y!&qQsA$|Uj6XVFsrjCZ1%#vdGn za#8rpiSPeP-;MX@HT{=&%-~ln@Zh{v`*Vh{^AykYZC&4XUxx|%`zQHlp$eH7@nn3! zXAhrCL-xk5vnz9hEhhiBd)HSD-{8d&?JxR~k@yQCK%PH1xyt*`pIj^4X&xiS?Q zS}LE@{x$4JTF)P2{}ufD@kb`;4GP6fCjSthL#ze$pRj-S)PGWR!~W|Sy-x%AX?>qY zQRkoWb+eKp*@&W?Wj^2KHh;41=X0KWz49RYjlRqC%iU%fPxKM>*Qopzw$Px##IKw` z=)=ir`29+}42^#5e{9moZ!*;&fh8ROx)agw7s3Az_>3~fg$AHe9{e?K(K=VIQ*(KM zjKDT8|2!_u-0-o;vfuf7*}bdLT>heT#HxUYllW|Td>A%hDj$+=dA{o>y!qx-0Kn`+ zc}oI}>Mjp}=3nj4cY8MpYVF&M-;@z$N(J>3fHb70i6>3J?~vrg?^3va+@YK!YGMW) zOXXivf6$B^8#xc7_yBOcMegW}mnttfQ;)}{A{I{ZGdC7<8hltCz=wV4FG`(=>WX| z$Yv`5e2|~e`^WrKzhB>PBEP|h?|~Z>`lEipjdMUserFct4>#%u($ULPzCSNVH~qZwNL?r2*45F zgYt)4Up`}hC?5b;s(_hjZ_rl(?Cd1~G@B%NM=q_S2h>ynFthK>J8-tQivZ-(-xGs= z$Y1COc}loi-e?cX_o(#+_2V!Bg8j%}NR)>@y{=~aGli>@bQ^+3xOeQeouReX$1Kh7^;_RQZX^x)!i0m<Q;M8y zmx(!WAI#?|eS8PTnM!(1MZV(x0>T0C1pq3P57JTO*$9AH$k(6aSMn42oy@WvDeqO* zz9R>~>@jnBHx%_ziLcf_)F;SA`JlXhY@eBV2)#1`eEcT$$lRcB+6t4`fRa@jY&Kv)jKbiRz(jWQVGheN|bzN&x`%?k+ zps)Vi?T_i%@EV2AglDYk#!saxkkXY;C4g3^)C$m{16T5+F0Wv2KTY|MfVA>?YIFUm zEdU(>V5R^*RuKTN@n%5C^5Xjx{eA|ZgnnrMC|9@<4u4SOH_FTWJ^LDo_Mp^P$Di7R zl3oIXJw|#s?}ug#AFGM{Q|ez8j{L&;q960?=lWQ| z{7z9{UfygEhx2eV;Hn2NAb-$`2E+M_YzO;z^>XKH%>dE^xR2R>cH#iI-9zI?<@?q8 zI)UsT+T#-fAjS7#{R#O8y^%i%M|(o~mowYzs+4~y|GYGwLVjcw0ES2pPNr>s-RZe_gHL_9cfjot}I`@wh=^7QLmKjs(mBfV}srXL@pKCAJS^!0$Y zaI3gRSSL~9+t33K>beQO8{vPqt}(i=S7EOr^8c(Ar!Jke)Xpo1mz7seuUuZa+h+H& zZkx#~Puuifd0QeWuY6wBz4EvBD$pit<*&c|KLJqM_VwT3leT@Wz?1TZDm-a0eI%BV zWv9#9{z)vQ$Nov(<>PftGAa?)B<0=z^7YT~q@#&nzr5>sZQ%EbuVUFATA$mo>#&vG zy%l1449j-yh`%sVnV654v>RV5@>>5`_J-ECURED7#wWvK!B1+LsuQ1Pc|Y)T%t5Kf zFE=;-vN@Xh5dVRC6%Xf%{)0mdmL1EJhh}-t+NGC#Jm?quwG{`(uo|@dx9DRl-!VO= z2>DocElT{F?d8NrQ9GFL+E@O$cRgTO2H%_iZuyISCkTEl$75N&02Gs#7uWsqlKHT6 zIgb`O!WNPL?coRZ4rA)^Vr*OBSQgTgqbIH%ks^8bKX~zVhpo($_`3|A-*R*2L7bc> zly`RW(8xbuzvwl|j-C%ky4~pcaPS)~Z~j5>LMUei-mSQhZ^REdC}+hy+6sPb2j-@T z`N1F`uNzk|S>nxI;um!FW4*|KXx!o66Rp(k2^<^AMd9*FCjJt_K0jn$@g-OL)IB4v zr?05&zJ7gI6<*U){ZY^K`Wx{Z9j}MJd4ASE@xn6sdPJj5?KAb7%DPhcp}(Yld5`wz z_(&u99xr=deAjLTD?<#W25cXH@w$t}{E$DsQoAdZ*MOWa#|OrmmkJ`BT5lPdCE@j-TukU`(lPp3C#|(AryY5dGo~GE!67~ z*bYSbg38g&+lz7C`nPDh+n@C%{

    ~;*udWVfAh9N0OA5;qOC-{xh zM>?3NVOtE}5m5{JplN^Jar=_ls(go2D;J7k!^wZ%4;_lHnxtM|YE0i08JD)7yVw{FL7L^Z(}fa8O_l%9q}Lb)fHEi9%0hr)B-|MQpXE z^M1S|#@|I_XBW#brID~79f_|KQO*3#vufVQ?A7O5K4oUdiS@tZ&Awcgwy64NRDTrh zH`gCJQ-Cf+_4Y5A;J4AQWwyX?J8;Bnls@L)sK4}%pOFsu)4P5&p5P;(zsmek)qf94 zU@lRFlb!yTu0LXDJ*(7zUgai>B!$iOV*2ihOJ<1r>rQ+=M6nKMcAAfmR=Ch4lQofF7*&XsIHEP-JpW;Ree)Nm|$X_#mw6FZ&wKQw^kZWyTT^84e59D7| ztVO0i9O?9?AAN~x>|aoL_j>|<2j8Dqo?ojW()T33K1B87w_tjH3icPzPf>ALZU51J zaZHMmGvwd?AJ?w|-vj;CAAj#pf((K{Dvf6m+okan_wC40`8-4UmU&vP@3>hi{Qdw6 zKaeQaL1m}?#eT_B-Lqb~9oiid^N;YK7DkQT+>KLk!~A>F^%2zHua@g0HLd3N>$GKb zhdNsr#wYKqyFOrlb`<MHi#Q%9j*k!gc-tj&g=&J|$o^2Y z;`$i2XYt*LAMpFoAIE{8-~6%1L8L#FA{s_iGk)>w8+@JFx0zLO-}xO3`8#$xN9n(g zs`Y1-KIFvwBy?OzN)fO2BK_eMz?-P1{P^I%-bntF8@Sate3Dfr|4WN!b@tfoD)>jx z_mN-o`}TeDUIKg;)=!l7TUzj2D?jWSwqYqbL;V|O@cgB9=?4Xtr395@p)NxHQS^Np zQO*3%@z6i1?DJ*2az)495Z8Yu&zkk}cgG&We*H>(F`q#u)r!cNQ1 z$Qr$$vUOEQ`oF&uC&tgkXZvk9KC_~ze&xR22qStWv6|YV?&Ri{>h-@_#5bF$ zX8dn6F>k6gx<;nYd!4R`{X6@aPM^=+;GBXR>W^E1N3H#@;skt^N5(m)qwCmP&99^r z6o`HW$Ed7LAJ1RF{_FLB9!0c~s8)Zw{uLor&VQ}p2b3$GJSx9`#iE8vO-YGhTMF(V$`R!T^`;q*QCZ0U$HMyCvAB*VwQlc9B@Beev zr_7z655o7Ey61xy6WT_hbB7- zek1vf^1q7GT}>2n%1+N&hZ9-+fmz2({eDiYU+gFuo)CNA`u-c&cM-4t`HnS|?pmUH z`>A{ma>lySuvR%+j;U4NYW<~X#q+_qrikxG<%e+49~|Su_x1E+15wTR-@o#;kCO8F z#eamKH;MU+zW=vYe#~F=>sOmd?%hQ55tWJGrsJtBvhELArrio`xEw&1v0*Bak2c_?@U`{lVwYbI;faw=ae6 z1jh;Z-!FlF`ArMd^@AOhq|Gw+v{^I#f zW&Tq_q`!>>`GcsY|B4@T=ZsYGW~sQuJ2wS<=z?{%+LUcjO7L4-|FFL}o=V9X=HCc@ zb_YeYlc>J^R;cy4u$}iw@%-YW5A|cS{+ZtSN069*;Mxr2|C4^~BC6>>Y?_R}$C7FM zkA5-4GXAg3!EbH(!G0<2ue8cXU=zrqyRcUfO#d(4_G^X z$NU-fuYbPAy8K59_+-8P+fQ=)e=WaT$KD^M3PV@#`4SVsU|&AmIQ61T(=nWa8|vRN zg1<-k>7O4xKoOlFig2=%x9yuM*+0x(`O}+l20dN6y=7~k?V~vbHwDm-gG8YxveSRP z(@QDk4wJ^*juZV~-@h9__%O5qr{IS2BOJ(6)T{3GnY0>9)a?DrAkJ4zJeJlT2dc-K4Z5W&Y{ z{<_)%A6rTATc|2lvCuj{w>4ffAZQn^JF)wEx~Y1{6zkF}*16TgHp zjC1~)Q)q9{>rtZo0*NnzsAl|-__9nAyE&spjageGm>2nn7wNOS#__>|{}g=>A*#`T z`z1|dS;t&uKCQlgUBGvCINksF>_r1P1vj0h9~X#XoGUvm=O-T4>Rq5z%sKJ=@$CbL z-G>!bpZ}l%jwzViA1kty@C>&sN^@dC{nbBL8QI?<~A)$tq5OdVM!b6X@5>a?O`^~f+3AzA`#!UIR4&7z zW;a;{^0&bEB&yGcU!m{Uzvj2E-{qZ@K=Vh8tMV?H^Jqbt7My~cuF{WdL^b_~sm-IO zlGll65vv1kiSuv2nx8KpQ9-mHqw+^O$iH&k&-(GR!XNDn{ngK3LMee8L^b38#72p! z%(r@hh0AIl5%b^VV7Eo#+0^G}4dvH8U(lYOFF?MG_>G>gxkV9$5!Kjl)0W0BrGh7( z{&;RejDWwp5O&h1*@SxB+Vl}FZTaOF{I@AUI8n{|f%mL2!7Sk2HTS(9>iOF#z2`)J z4096vM){{`#rXmK_{E5Sa-YBd-aqe-fbU(ls%PGM2P=s5BPoF>q9u@^JpY{d{v}Ho zp}@}HH$T8}S>R-@ii0qlTrOCVjUCq=llBKFu||4Uk@nX4~c5*m-nrU$;|#- zSKFOYYsB-3wVoF1b9l14er%omCKL1ma6OcqVgF@o@O+AO>E9Lk*Ps7?LV~;?3OQw` zcYD_)7DmsXU|czhoz{S$tNO36zi+_D zwSK8VkCW$=n|Ds`baL4O-cv>wI^1s|m$r3yWB+w`JM74xz)85$Qu6(Jeuqi%S#VwtL_t&=^pD zh);hFP47RrMe~+<&d=d?GQ;Zn)A`xU9TU5+9?rAL@FqKLC-X{X0p(W+qvX;2y}{!I znuroV&g{?_PL}-0!%#Usue{>~S_*_(RsO zb%o)doyVHt(5CelXfZ&aIWF-eDXIZKYDVXZ>MzO z#-~~0a}@fnKjw}0gn0GGuwN6p3($7ZK45O4e{iSOpR79cI<#-KJ?qO)UtWrQrMZI6 zQHw9Lpuv^UwRe4d&~MlSRX>nVMP7TI{y6aX3Vqj&2%5^x`dUnWjdi+wtaR`3v0SlN zt@ua_I@o9q`&ZX;Y-hMYvvcXbCs$lZPeRjy{jDI-Gq6mD`h>lOTxrV><)xx+^zU1< z#a@38uC!+d-mZ>!-kiQ&1$qzkU5P&{FM03j=JRbkiuy-=!9F5g)F1r84>TUQ^~dCt zZ9||B0UZbEFF@nV!;ud34e{xZjVWkGUHD})Je+3@evi-;q0bW>WH{Bo+Y=g^9e+;f zK9FC3j7llb3Zi_{>YFT|rTsaPKlH&?#1DIe@`C)xk7C~{iSpGS<4Kzy&{;B4_^kX` z*P^HMWob<9y_&F}$PfBwrMw)t1EC+nAM(MiKSlz7$p2=6tkAhVh5bQ)0yMjogtiEG zSxb6V2tCG`BfscBP#zX^ucE5_N_v%b?JI?iplxQzo3?zi3VW&KSFiu}WDgy`S)Yo1 zs4D6M`A2-%=0^SLx2+X-ujszmQjv zU)|P(e5g;zp@hfyLbZ25`$T!`xB1e_V?*PO(j4)ke!!o$JhSS?Cusj_`Jp_T$it7j zpGK1Y{3!Ils|8K4g9QzFz?P95`UbQw$bs^LKjcx+x6uBOKJ0A@gS|yO$PdaF<(bxv z@mUJnA%nHO@7RuSG{ZgR7{T8>GNa+Pfw;N6eVYwPm_dH56Bq#vPUmExBEIkhwC zzb&ChcH%(8QqZpI3ODov{-{sL{qObdAnb)@{B})UKE`sgKEKdklpoMSi(1ADGXFJY ze59nGmC)!a2((w!KhQ)GpMLogZulb~C~tH3da1FBE~?1OM1D{o=#Lb69ZBERWje?M zf25K9f_wq_$ihWh<7t0lC>lf|+TjPHR(Oxlr_*VLQ`QZL{`PB6O6MELZ{a3U9KY^b0 z^N$(+1wKpus^Dh@HCOSoHc$y`_Rm5?W&Dx;qq>dQ{UwgoqlKA?b~RpHNmwTo0_$?q zi68qEveR;Ze5YNOO@mI~VYw(^NQJPoWu7h;>xWp^a3y}MGs@2Rc{ff=L-H?powfE| zwv!f&9z1$y7t?btr{E^67geVZCE+2jKboJP&FtBG?Z7g3*jf61d)T(E^Y4xk>1Uzu z#fWP1?|ZjYvJ~HF;k1WsBiUT?x82sH*;S7boSY`C3xN+*_D^&z^+s~tx6AZHdAaMWm1YBJA5^UCbQZy#I;)=NiPHrQH{&u@^dWa+*+Hx#@#u{nqhq!FSAk zd$oZ#=ftV&kDorz%;nZpr2hl)VSNtk?DA*-5`*5c9(&&9^9+v_`-kNVUwrLUUEP1l zLHs$1B0e*}cb6n-7oA_ky6B`kH8&)>S$}>4&yS#<(|dkp-m)AShfcmC_FsywbEuM` zQf*G+TDg9xuD`(mrjK8Jz6S;h{CVjI%12Xvp;?N)WRZmbR+PfUSn%J}^W!%39s3)a z^;drn=Tv69BcZ`C`S}|7dp6EJ^7V=)qW-a80KL)hZ$EkIKI?z`au-jxV6p#JDbxOc z?q5~w-)Q}@La56>U4J|#&hJ$=^EY6e#5OGdOSJzBJE6aSY?Qtw9iNP+V5iV=B7NvP z@(n$c{oNv(zmR;E)hP9(PMkP@7nO6x(V1O}bMRZ0z8o0xqvQQve!c#{-a>*IQUBJ;k8;66-S^6mfe`qAq#yP~p^vgNF(Ukpo1K1MeWlKHejfH|hUNUcBd6eo`WL7>za6DJzm5G$^g9~)ZH71d zC~c$XLs9-6==niw)BoR`KMfJ*uk`g-iUg@ZR8xMQneT?Mz+-J!*6DVcH6{OMQ~MN} zAK)qUr!;*pPgFy^;~sxtrrov!ZC4y(Rmo#YuKfeo?oywxE<@iPh@w5pPQT5|-Y}nH zXO~M!dsrp%4`|(Vhu?Db{#;r5UXCd2n3?~dEq9nt0go@io3@MRBgYo2mbua%_56~N z{`;)ka=l*IA#s1h@1$E9d$-n{k~7pFC7i!A`ggzwTgyM*;QpJD{CVQH+OKL7EAId3 z?dMM(e(Kwg z5&sCfzXrRkAHP&1xp6)K_E7$889%#{{e%5b_P@(oEkE!tV88YCZzMm7C;BgCf>@a2 zdky+gizxI&cKR3ceJ+JI%9WwtPjRdP`Bxm8%d{xigOk%#lYTf6)!3ilB3}+lA#{Hf zBsZDY>BZ_`Tc6#v~6YKgUNJF9;`|BN9?Je8$?0$0QW|zeHFKE`B$zlJf z^AG5SGx2Ns&z;wMCo#vV&6nS3v_qW#jQV3shtO@@YW-KD4RXdjMOpB)e*F1g&o8c| z^ZOWoI=^>lQ7WVur|g;-{cs_w(f{%58ZTikbbl4&Jmvm<6HdWR_<{aeV?P~pmP{7U zUqi2y_OIUmYfKR}A&Pm3>JQo<7ThQ~!~S!V0e+pe>0|t@ z=&!mkXDvVGX@H@J{LSe{3!)nPSGULXYs}Z@-_Jj#xBMV~ddtt~{9;Rz+mon9|9B3U z6Vk-~_jgU&9mgJ%e@w3ytE~!Wnb1YurQx7SG z^(Oym=caY)l$7^likf6qN{Sy;^8!&93_ z3H-NepZ${lE~DbV8KsZ&mzZa6?^`Q8)~O|@oF1yTGH!g93jn!>&2@`yA5yet=1=Q(^;_k~5Uwlgc0MSAT!I2So(^#yW`n*@C|o zvT|VMDS7=F=I1ZU7pyNmQqSM_B>rARHRBggQ~MMt{#lRnNo`h(`Cq9)J13sM>c%O! zq5P=7Z^>^||40Y@e~9_Ofo22Eh(9CE|4{$>@qZsmz?&%Kl%1|D`MKo!;nwQmUJ-06 z`Ole@zsGndFHTNVU-~has7C)iH@V%G>JJ?57Ax-`pk3$Q;ujG!r@7$oM|}N>LQdKF zIQry6$!>0&m;1e9l>`vpYO)Fz9!^4iz2FEbq%HxS{^pQu~En8E5~c z{Nu+Z1^=%U(O9C|@l$fZ2gz}4m#fbUU1hKjwLG4^oxh@w;2%wVV~A=<)`Y=N81|3Q zf8+UjYscRn|Jwhk{l9hP@2|T*on6R3js%`eRNsH?vE7;f=`J#DRsq3%f ziEk27P5t?_tC=K)yxQdw;~pUJ|4OacGo##`9-M-kCeV+GM6nMdJG&lQd_(dI^y=NE zdx*F{@@dlEbMKxu26s}=jB+HdrW(}-Ww|8@0llqeM@`v<*N@K4Hd z3T{|_|C{lH+JE4nv$g3X9PE#N{ci>ZSV2^8zfHrt{4s8SuxP)tb52-YqRJ34exFHv z3y5mU-@X(}mQ3e7ueyv26!>{99Pi$m_;etr;HFvhV?NPB@R0BSPal3xatJx!vda1} zfj?dFUe7KsGS?C5&!+J6h-%XJ-SRX=-2cG$&-sfbw`VH;+Z^JXOH{Ld6|`wZoD@R) zN3cJ7{2wFzNByJx_2XY7eiBQJfAsZd9esoYc5;JYc)30g217iOt&~ZY8@gG(EGHcU^UBq*gl$>Gt0Y41or^gRl zNfE98T7Li6^&Ye2H?1=q-XAUSJ6=YG+m$F@U+B+o#J7g1ru&>{#Tpx^?LdwoT2d)x>!#0ZO52Bj#51sMkqZE`hs=|gRt({E!p# zhZxHj8O-OSg!?gZhy3^mkt{!%Wogx1Z zDJ@#f%|1)m4}S{(l&Gfuylrc4mu`-KHQn7KhD{{?FNb!Gj&YjKk<0=5ah|9~e;u8^ zJe7d|hH$~PTlPL!dX(S~Aije{ZHUUm?`Sdk{akwg0^_G!10LQAicP=%qx|&a&qI{n z8KMQ%^nF^kxWy9I{qnf@uTkRsP@Xkan^%9VzW;id!Uq!7_K9P~ z$$#R-b`#d-Z6(V82z@_JR5SnfpY{6zspQH5s7*WhKWT)dew+9m15BlHl zZ9mZe?;Ag;>u37$;|Y@cB+(y<%0zuX%ydlbzbpH1>BpaeUH{(sEA&Ude|C!G4I--1 zpJQ8J+>o}_KKOXz$_R0OVbGJ4?g26!J2fYPpCu7L?40aO9L?S_*Ipwsv|j(0SifG7 zxUbUK#JYmt$o{3SSH|C%7oE0@ziV+y&anS78b2GQ?@#BqQGOFF=eK_p>7OM*&Jor0 z|2z9PNs=7fEv!1C`(aUjTLi-=;(xB=C2A=%P6#XV`w?4e-mZQAF2?YV7y63p<`M^#8Em=>L&_BmMvP z_2*pNTKSc5A-eTv_2Q#Z`bY=kiuLt|%+9%$i}Y_&fZIf2r)8(_)eQ-fU1h&ZK9O;( z7WtREy7umbi)#OWi@t{u)e!IO2i~ypn=ZQV2@4YSKhw6|zPz8*{Wojn$G9rJ>(55@ zA5H>C5!J7MRs-aj2LJtX}rMgGa*PW!7I zZO6%JsK1#fzwMl7+f8wP?u^@Dmj>^uSxgiAs!Srtb|r#x{Jo zJ-zs8{(;qqf32TvfyTDxNaiK|ctup(exrLOuo%)`l)r+XY%lnY${*>V{PpKgjQB%e zHT-pv-CePMStN0Dt`70JMf!=9KqgY?!bnhFe@r?4iMcN?^#1mS+iV4W{~`25X7_FC z_%VsTe}uov&ztU!lpg*X|If_mTWlG9?^5;il-{ogaRf`IAMc53=KuD$R^Mk{`Kt#P z4u})$N9*PBYt|ahV*c}n_)>_XoMmTdG=I+)(EU5Kzx%HHE^f_GTkyXnzIQ}5_1D#H z&11>#==h`8^F;~#({;DTm+IQHI;Y@P+aJ`Q06?G!jOq{Rp#7w`{=tv*_57(6-~& z{IYrf;X}-k=0DxYzmsMD(}R=KP=A8x{6cAB$YD9Z(A;W%q*I4}=z)z)RBjoF>g{Kn z_2J_^H%75?#D6v+XOrch)%(Ln^|y0HrLDz7jxqG>yXO4!+g}mYDcVo@rTbX)`C0^ zr1Bzac$K1r?L@W9-_Hb0YbY5 zJYj`fPpdkq%T0k_-R|~%$Kngy2>s2Dbct&8Kgc`rt<;0RXyrcgyue?dS)^!O!Kh{& z$r#nY(fBh5rJIwecK$xRMUs^LB%2b>g2edwMCZLF?asJZoxaig!MP~i+(e-%1=o)BoO2097i0y%2sV6($7nB+Yr^* zAJ2qEVbXHCKLou}-v6+E{D<``*kAqmk$jYHexj=W_#7`#_$E6-?{A=9_3v*O<^R8y z-v+urjsCNv?*4Q^lDiO5efv?$KhYWUx)lVZM!^m3x595SprsEeuczQv=3hNOrXPP8 z{v-Gz3*cN^{>%bUI*=;>lTG<& za|Z6T5`cGbXRrWN)gk~mM*^&>#W8+_KlWpka#aEM0AQ(~FY4!CI8T9f6$Rj_i2$Gi zK%Sy^*?C%bDg!_#^b+a84gCc_(t{iRpzv4nQ<~$u{@%2H90`EjE0+5Wy#;`k0_Y2X zOaM%(0EmjbUjx$V)5E&&6LbA_>M6>nl3cxWrh5>eS9U%rw;bb@ZUTVns#%^Qs@r`0 zD|h);B44=AuapM>*#PhcfV-?5fPw(DLVcrrP+su&B>+*>hdw{xhd=5|DSwoYnm*D| z!WZVXEjakid0GIruK_4gpZa^x0DLtUSH#CQ{8CDh3ZIWME|+evrX5;{`m@BpyRj%w z$f3xeUjdYq{ZW3!YZH1hW1MR;+7Ke@N z=GNma31C>iuL;1=*5r?MZ&%q}D|=T00Ibg4%@KNc5cMEM2p5+3qq zulWx0P1TC0B&R9hCV_*xRF2oIen!(N)SH)6H5qy zPUwdsZ&p#Ch#wUBL3@sq)#*d@Afdkls68V8`tnfZgMHQaN2u?tT%X>z>NBnVv9*jZ z%mAIxw*_WE$LHNed^mp$f8-bOoAD}#IyDpgkOTDxKumncd0hA_@j*XJ2z^levy1Tz z+$c}P2RHoj9aQmG?Ir3P{;+Q-f5>AW{i)$!&eQoOS>SW~hVV_KU%k!s)vPj4PLdIW z@2h~*{b>A#@(sUvr((rv9zuT;=SMsOsgXz!p z==(E_Z!P^ncD?K>zG9*L;d}?k4)1W=&`1+3|BLVgE3`hyJGpL{E`%ugn1Z^1Olm^!kvtyfNNX z70mm+Uz z0Z5PfOdG#?EKo%_y?lrl?H}_krMw+E9@s$n>-QCv`1Ipp6|foc zE9Iq@KLDZA%A>Xi*tezA?@v2eU?>4DH{*+Geu?te?^B_Dz+WlP{2X$m)rS<;+X7hK zPtUa`g<+ixjY+ zzSbGN@?(kKv!rUWHnf_Ulvm{|%((qW_B2T$GTSd21y!U) ztRQ10QnS@KGXYByFKmnL(fVV+fv!S zd=ZhpQT;(q=#PFxke3435QScuo$5~eF=zN=1%`rKxzes8<>=G5R(`ZktT-Zlv{&qe zz%BdpwKZ=@_dnP2DKk4xoD@9X?8{|oOZrbrp#0FIAbr#~+Px-y&);^ukw@BY=T|8!*}cem!uES zL)q#3^86#omrfeMt{&d_uw}OO*WXfLjIwpet6T>et<~d zfxcHFigqqLEl5}UGCy78>=Va&k^l1b2iT&XeK^O7qOkL_(=XuQO9rG_=-=9( zl1;nvt1lH-Aikf7qCLt^|1}-nN#6NKZ)`t5K%A86{qjqd6~0cKf*bZ9NFVyA-zl|D z|AGQxSMW5Hwdr>yq*9ctf>f%G_$yOHHHm8Me>{&$Vrweb^xvEDJ(F+yIbtLNY;e>=Nvh6y;O?&(neMKj+3Am2g#p3%`YYA3Fx}N zVCQh=OyQ;lHy(cQeJ4&%!}7nhvtLKf8d(%hNWgUwwk~Hz}1gRjtybZ)8>hL zHZ&Wi?le{>L23|1I75q_m7itf7za5n3o)Qckx2om8$);PJWY^ zUt%Sgk~7p_Amzb+>5&qR(r-oe2fftSA16WD6U8`Pc82B}c8&#)mqwP_6v;-Dzt7e3 zM`pDhEXuDjeQ!e)^LW|mc!s@ZKAY`IUVnR&aq`c*wtu0@k~)8fU2H-An)YX!(=?iG z>+tunnUy0V=8RNPpmYr@_PRSY8zvqbw z?;f5yD_#ov{Y0^j<*GKcnm^27{@_Z2v?K~UAvrX zN`GRc6$QZhj;8z_bF_cK7IaIfcp&aBgI*SyKR#+(&N4#(jLIK3O<=#i@1}`rfAs4w zKa>0zA87P9bm@&?2`5EiKa}}fc_DvW;%`S3dLlb_&dQZ2;ie_}Pd(DFQT{1fvCf8- zU3@p<$4x)zMSATI(gD9>zt!=VI|b-YRAawAUB=6_1v#KdSFRpw4u2?_#ecZ``jYbi750;cG~aX9L?Gg(jMkt z9u}leM^3>F+b_bw{$k}G-#gQfE<`o*U&%A>mXx26`k=o+>PzqV0sV)5hs&t`6|s(e z^QKrglG}r*ru_WdY>lRARhU3(($~Lr>8s;ErTwWZ{MPa#|N8dZgXHcif0)C&I_aN}($Qp7f54VbEWk^i5y-YW=6zejy#yKX!ody+8dJKosrV z?99Apk!1NCl(`|~*Y6lwSAMGe|5bnWQy(L}lVOF7B9Akj-2lobkFqis{fJ zBD%;JH=(~?6n-#Kti#Gq$2or`O9jh2CD!~WL?DfK?7k&u@iXl>1vj*Rcqs|?UwJ91 ztl%F)5e+4Zeol4o4p3ePgKQO^2dtTFj-oA$m!xQ9A_8c*LR5!K}1lzYq;mh1K0A@^%X3Zzp1?k6i{ zEbY!I_*Y2H8u>$;m3l6%JGWp{Z1P=!w7+$HQZ4(>O$5KS`iFS+PtY6jXRI_b*X<8? z1yV<@Ha#!Q?o(f+KbbNzg{a2<_)j|fMhdmv{CK_dIkA6uuF>pL51Xm>!zlfKU;oG_ z(l_E)#PSb>{lf_-64x}1e)tg8jGs-pmZT{Cm+7@L=2bXh1b*w%*Y{u9d3yQt5`+E( z*9`hTpQvX1<6E^{3fsBKOKAfkYi1lBQj#Q*vegC#(u}=-Tziv z8PhP&@sDw0{c3K;6>YCpZ^bFN$(MdCBdRGs%lfs~1EH5VF^lxq(U0GWYVsen;nD}@(s^o$pt6_5_@!LMq6elASCKN;6Q3VZ z{r;;<##ZrMekq)hf0w~~lje0&*MB$A_sv8hr|k59KKUcF`TOQSt}@blUGmTKXUy8g zZPoezM*6;qD9TxO2EAJ=ztr^FHmiT??_&M>&k%?D%g(mv6x{0m<6HV;UHJzE)}#av zb}f23Ul!}ruV{c&yM^N2N)+u(c3NH<>hZ7ZXZBXxUnSaO0_jJ;eq)sX`n3Op^3(5s z8SzK{E7D#*PT4j6K|gL1#W+oNdRL8K!A#Su^r$u?j@gg_I~Fh``qh*LBLCZo?;=t3 zld{u43ZbcjvhTC*ar%CuzzsY9F8jgpY+|Is4Y>MSkCV}e$X{J z&-O?bLEqOjD|Bt@C|8OHT|QTd3uL+e=0ucVW= zA@o1J?MLB{3BaKeLqB0qd$q)c`^&S`p>5l ztA7_S9S)n4e4xOsbno8<+Ee`P%ty)Po2le9tUpV*plkx^CB5r^MlY=&B|%OQEd;?# zrdvHywn>q-er#2CsEU+W!Y=paLPMK!1Up7QjuX|Czng=@eKwEw-(Xji{kNK;{Tb=M ze*bEt<)zBXB7Gx%MXV6<(wQ>;&7V&Gut1F8l=Z8cf$9P0RY zrlS{x{zRmX|Ev1jp9TLZ;tL|GvEM-x%06azX#??wk zNj5b8#kl^FQ?KluC%bYAZaPOlf{AL{KhJ&SHS;|2EMj%QEpdL=Y`$-dNH5a2e_$4h zA2+v#2%O_kS@Z`=BgCeK@9{-#H&u{M3w zUwZqGwsigk`lCO8a*5==N>np`3aYyNnH2g?*}uj5(Kgz@rQoK^^y3OXs5F;Lz#ZvZ z=Z6u@DF2whA^-aMn-RZ~j(YxBDL-3|^smv68$>njKVctBTpN~oET`b6 zF#7R;sDAvrgpiJ~{^i)=VTO*&)%~;E#1}(UKmPsunAiP^Jz~X6zn&eEmNmcKRP>+W z#1}nT(Kh!nit;KIrFPSbv87QeKKHCek<3 zUmzW!{L?#sQpAeO=iQe*OBH zb@^A%KZ%=^l!1Fh?-SM6U;O|0{#$zY-!XpqR{kH7+)s#V>Th26Yst*>>deBar^3Yf zp={gtJvh5beW~pc@jWJraf$_s@|3GT(LoEK-cW_2vJR1c7};KQDiFytXZj`R;dTaXF*J{J-4vKdwf^ zsq^<|#Q&OTL83D8pLg^$OFf!@(U6Tdm=AqFC9hvC^X$*bDUh09(Fe`=!TZGfcWfK= zpIDdE_n$9_?c5*tYVlK+BPHIMWb z{K@qF9Z`&PWv5^6<0(?u9}ahas}U^r|6G#p59Ld`atdyGLqFaU#W>0Aycd`x;r=V; zUm;VQYZ?FZpd{^^}Rfj=w#P|80)$M+Qa@t&w={1(*z+IyDRYQ@wI4oAiP z=RsReyg$=PMS3-=f3MKvAvdP_v*r}PNB+-EoNIOBzn&upD6&=XEpWjvuffq*7w7NrjLJ8UkZNG zC2{Hxv6V&pu~vSRi-PE)>c5EwQb20fv>(UdFN@iBIzNu`Q|3QK(wYAEuiq=h6C}ou z`tyH4n8*6Ke*C?CbdDDDF5G2ZsGMy&^gGeuw7UL?7w-NAsn>S>p-^d2?%3r!e+g#| ziU0hZsr|M!>Bz}x0#Y*&e>MG2(A9kJ*m)~A?gx5RJP z>SMDb1ycH=H5d0*eeWXl4+zgdDn>cW{5un7#IprkpO!kmCPut;pA<16AYv5baujega6%KwQ?$AKj`? z+bX%yOF!W6kj|HWaQ@|6?bo{efBXE$w~&&HYLJqBWuxfQ@$|0PBMbOR8Tl!?(TmkMWhFRv;*i5{E^?Z zNVO{R5&VI?2e)EJf$WsR^zBNCA4pFrOpkkjc?jfz8*+lezh4Ir*IhH`aVHrnY^2Qs z-mS-%hIt8$$it3Zzrq&xHI+`PCH2Zm2)Vhx_PC`0PTzO5eWi zS8w#HY^>{89f%5Ai7O{2cjH!lyDIBO+Yd@&&RO^i3_lri4tm(~R_XvM(W< z*W`7~P|i;~aUl6cnW3+zbrkhC-hvdYA_rUKk&zFPKJH&aevAFOQ=jS=@~B9)D1ZIE z7mOp|pSFB}bf&j2Kr(|r(o^eGi4Wxg|F4nCfShP+hR!S6j^qb2pgo6uK>Z^BkQe?) z4{n45g+J;S-%-D5-D-ZJ&p@6BlB81JtvHZ^6@6(*^4oGh3$kBJVZRYS?(IMxd>3vD zvV9?r@2DTR_41z(E9t525%MD*+%G}=K$3{P7(W z_bv4PKR?ZcrsJp__C>IdZyH~LHDQ-3a9 z39srC*8LH_U8Np2BX0r;w=n5TC$hg;Iob!(OPhWQyGY3Jihl~jxoE_%Kj*BJe`yYX z#f|X<+9&KY+AsP)xYc`$`uYTNx+VS?*rNpY|J{Eh{uGA(Td7|lg=ZAw6@C5{cLGCw zAz%9b0_B7HN4SQT@sGPemb9n-4&$ZX)Zd}}Z(5Kv+l&5DFOU9QBIHB*XwT4J#b4DA zgiq_Q+Rp*4a<&{(YaIVUR$#C5Q+V_HkE73b@#LQ7@xkS>eDCFsiQQNCN|4V50v}{2eHM^v@1rJdOB36?=v8k}dzoZ1ClmNKk*!56A;I z_`g+u$S=ad4di^d_3Z_2_=6u5=P49<&_84Ruhxg+kNl@F1xZ%zZ&7~GSL83P+m<6; zMV|a*pY25bSz8{E2l4F;sCKkWfe{?Y?5iyMoQ=dw7O*d9-#}7Dd82&bR^kVeyp50# z>FMpUeqR;wAw2qT^k-?~SCQ*cUf@G{puFG@eL^_I2Y;leA8*19J|(|+IRVJqHbP$! zZtR{UWfP=2US zwZB8UkRRheg+D93{GqO^q)i|Fr`jG7ANW@i5^|E+fSq#XyJ^0zAWPTan15b2Bg=c% zp!%&U`Y()M5FhL<(n+gd=0O zTWEXXUj4%B?fT6V{8$#PPW;#=lAV67Vk4M$to@lO1ESf_#4nw#F!P_@GXy`Dn+p=Z zX8Xwd;@dDbdS9!`n^#9L98+877CLlarg4HF%aYihC`R$fWPFj3rL5qS2X;-$-(utF zdt=wEHv{?)5&V!B+s=qj4jw-(=X1$te!Bp>FEiQC#J`|zi9d55>Bq@w!m=*5H;@n6 z->>1*B*{M8$$6EAY-A|cq2}Y`3t9<&iH=i6SieA+`@Nj`D+nFXR|#l@4>;JhkhV_{q{lhu?0_y z4vJ23r z{vdJvL0Oh<%#jSX>yR#}?C-ZIV=~jj_ndj!INxG>b(z8_{r}DJt&l+233RKF-za@0 zTznwf35Jj0$8`e-`hfN*J41U8dM&v>p6iskPz>uz{&8K`W!be=ZGW(LrN|%kXy*5C z|B9syY}m*)L52Y#|I_yyl!!Q|9>0XWwIhE``}JP^@}A`P^Vl|H@5TuDlOi?0d~gqT zyIJ%*ree-5o{xrAd%-L{U$&({la#*{`iqJGZ|f;CHW=O`3INPIbXw zhWN@7MZaQpn&IC8zXSQxd;MLBR)75_BUiqgtSrB8AKx%4KcoZw$Fv*Y%hM0^4`@&F z=ivTs{%jUq-*cpJZ?2`jm^@uQJ_Wn-6Zu0=WTyqbS@|6A3_ZicQz&O^<%gZwOv~Gp zoR#IL9{<$ak4h9#Wuj;&veN<|{kNCTm#2lJ7}`ax{>wZ0d)4O@+%Wxr?|o z{Y;5A$Qkw<+YpqTVgBR)_4;oHZY{qOPCfpP=_UAU(2r(B(I3iApXk(RY1PW>l|SB$ zWmC!j{@{$Y){Y-4#=kY`y9-f_qhzONfywXL&C>-2mw6MxIQhqBEaeb+M1`+*qVM&H zYV0@PQQ*1clH7g6r5jP=`HmKqLNBbG*A3B`Fs`dh{Aee#({lYgh@MYCyqP|)=#!&j zW5HjW`05bV^uIP|D~C%sev9#ka{RW2;J3E@q5s126D4O@|2RGh{_j0L3id(s3@h#Y&N_%USST?7QXg}8JPf#HG@8Xv2)@mX-BYr!AKS%kG)4`uNA$gk;)r_Bg z?9L>KglKSt??3|;@BSjR{)ewe?vU8Av^)bWQA|28_lhWT~WwxP3b z&q#m!L;m&sS98jDJEEHY+t=>?O6K^b(wX((2@Su?vgoancTC@wRWolD$Dg<4yOeR%>SjXz*2Le2sK$OK?q_$T zV|4rrty5whH>VksyXwx*Jv&3&nSJ!S%!WD(gTFbYAcc*;!Ac}rUc3PfKQ$7bd zqn|t@9~Wu0v0pmN-(;#y@tb$6%@6gG)3EE7 ztS^0k+0^e;;L|=r{@(PxKT(bTI#wR@Oj^{$yU^W`GvfJ{^K1If`Bc9Lr{E?}`q7Ul z^jvlZ@#f*oBl>Xp;gh0-{T}HztHOn6>hlqOh!65%o*{qs?0X=QMS2`s7CcxI^RL8} zIhR$Ks~&&0uKk-#(Epc~2g|E-O4hLa&l@~{VwCSj)r>Q?r<)#kx6rb(4;rPt@oPt}OKIX;x2WW>-M8k<{?6>#IfK>J>wp!D9Ki(0~j|^O~ zFJI>lPD1~O65lYQn)%=L5_`_DCg&d9m|y6ofPbjE`{K0qO)7B;ZngXe&S8DaYwQAb7?BmdXJ+(Q_rHE2zR^UHPuXcdaMdR%wBAqk z9yPwfT#3J3uGP1<<(|wbxM>vq_?0O1OrHMDxqj<`82_VR``+s>s6V~_8@N{BV4!N3BrSl=A=jdh9A!_eq?Bo5s?QNkognLoUC}ITD%6 z&>8z8j>n1h+kqc%yJW7QjvvNR_=!X@PBc5s&u@7~x6YQ-?7Fx<@~eCo`A(#|el(u= zCJ@!MAJ3v|?n=t%U}wzVmHm?noPwvj{iL`2kq-1ye=WeM{`AjZ0X`M+8u2UP)a(EH z_B(|lnnP5xe#eJTc_ld&wwdLg?+SCG`fu&+>mJg30;k}nsq|wS(QNRL*Y9UM`6xv` zuX5tt{G;OeG`AT!rIX2>ID#3;Z!~}Lp@^mvMLUz7mhmHxSeZMeo4;5;d%C4lZ)u1{2Y5}FY zn5bs_6Yuo%JE`K{@fU}!yv5wfKk3Q+j0;Mt)eSgOU6;nRXYb+~cZveks0t$jP_;%W+E1O8vPao`2EL|CdliONqkH%1(Z#e5%xc zS%t8NYeHBv@?W<7_KI~MI&*RwrjPay{RRAuwfsS|^Szt4R}%K8UzS6o|LCOJpJf!$ zN}?M1{cm3UAjQuP%yi` ze@FiH`?p5*uZX3dAJDh|-$?E?{~~|Iil3Nio_Cee+0Qfh=O4Q8*c%5gF@9Y|e5;9S z?7#h~U+znj=k5D^rrA01{KBv98J-+FIEYhl!}{OUPJutGPYeN>b4@v%p@Y@@o_$8y z9;mdIVSa7rm*N&UKy80U<#(Fq?-+mS=kM!Ct{p@*^G|**b1L&HAAQ>8sKn4eUR=Js zZ_qXseq%lHZ6I2Ns7!(?bz3F*lw8^(=KN8H@m2qTn2f=;eK~>|$&dB}`StKY8!4hq zL}908r~lq*A0>a^^$%`MJ1F2os-4Yn>#v)AI0ZMXKO1`f3gc?!`Kv;Le=|k2ji_e) z=JR00BgsDG=d%~L?_(IJ-VYcz?=Z6?{|{4&_I+N33x1>WCpPh{eb0&An?0)3h~v8v z|9{=T45s}jl)oPS@edMYJ5i1OGi_+|UQ#}XI(H)flt*LxuPob*lhd&N5f1vNjK9@m z#YXuDe+T*zd;UVDC1<*Fd^h3;{Pnl;|0hLsf@ncRERP@e-+C(b^~inkcE>y7{9?V& zeo2!~6{}qkKFH1V^!pUjcO+WS!)$|{4Gsx#32NL`x z<`1I?{u2B~`A0aEKaMlwyAl5o8h@btaQ+1R`{>7hqMG&-+Bqyq>Q&T)D-*& zi0=?ljs5mnb?GGg_x?fI^I66`PJ|0jR3|1mB;XE{Gvjw6^+{Tq$Hk5NR&iDp5>H2+ha zSDeuAL5|=^yPn&0$d`hDLlf|ZW z>i8j$zF#1!u^+y_A5UWTgX>M6SM8#Be)9<*l`XlR`h4#x;tM8Pf~ZXVCcb~kylMXj z^ItZn%fTy8)aR#8Q+VnqOsHr1vtt+2b!NJzz;~CSaKpa~zB@=fKk-n$-RHKcIj87M zLGe^@-MA}kGx6|g%L$K+38q3 zg2ejS$*75jfJEwC6BIlf!V54)7!{>RN=|M@lv5=j*8M0R>lIQ*DpU$XP}4>3_< z|LW)BZWS}lRpH0Ni7$d^exfq*S^Hyv6iDX>VLvkOEH>lVeFu(UM)^nmK`-_57bAWp z9TmPiz2jf-Lx1$`{~Pc}t)t{?W*O(M^jb2%iEnO`sn>wi<^}B+@+A58`P$wK__01- zr3<*(DFDIZ|o&tEctZucgzb96jF8D=CfGq_6b@~wow{`d)wLm<53 zpTbZ*`s+ft{=*493CAJf2EYEA4VInYuTM{LXXi*46xUVqWpUWJZf;9nNxrNm$k*bp1`hVF_D6cKw@R8;KPyJ9!CV2#0s-B^jephv8zsHljF1!Khy zidd59d(Yi`_l`^a+=Kc3^YRDt%pfi>yu;5Xz49u0!kl7hntugVF zmK&|pAulQ07uLSzM0_=Ucq7oP_0{@z73D*FH6`y#igyUPf1`g{i_@@8Q(^6o`bYi` zY5I)vSgX^@KX5g^(Rx_Z2dH1v3$F92^qRa#bWKi8&w(4S&4C`_pua1#|0%Yg;D3NM z!({a5c!vBykLzS9`F9ZY1$j*w4(|~Ew2sF0Dx`0`E`{q)9hGgo?p(FzuE7uOE&sMe z;m*REzow$EYX}_P;m{uFKgb8|gK*#&u8h}iAb*g5v_H~Q%j+z>kr}V8sNwlVIPz2T zhj);)9O(ff9QmoZ9Uon-QG7u1RKg-{p+8k`M{R|E0l#YeWcjr$)mt6-F&-P2R`h>8q5r`j;sXaCfCx7pqsER*_aXFS z0LOTJ_lPWz={j&lelyiF^lv*3?@Q2EYWbZ=p3(kJ!rKq>NB`eJ*T9V4S#<4}H11e6Jz&H{zrIfE&xdyxZn!aj|`bH>=Cb#wQgy(MOE83lwiD-a?)m z!~2h-@BZ1}uPNS)dJ69mP2vM$m)7WM82_LjWbcQLjlHfF=_$$s{?Oj5YY&*2WxcPE z2ep54fiER*E{JbD20-}{uHu?LHEz2j9PMJ<7DqVbrHCSLEqHlZo!Slc<*K)g>Qw%! zV*EmTB3<;ql={I=c=LliKz=|6Zx=`p^v3ki-Y9=cTstN}x+qVOQlIc%3GX6kFFWD= z4Rpq36Y2-yDu3>LzEwfV-kIR7^Jir|?I7xB8R4KedTYY=6v9)^N8_35eNEg(QM1>1 z3rksklt+_a%wJGns85tbrH8jvCywu^f8fUXO&(=_U0d`o@DF}AE8end3U60N??aeB zrj%cee=M7k|38+&7rpy-{Z%^_METI(=x>lG@MpvkANinujOG7N-cNky7xw%A;r-;w zzj;5oLf%iRSuEIv=}z^f+dZ@VvTOw_nY;betbfNbT;HtKZuzOcX;*SoFIL6ab=B=2 zxaRHuQQFb&dY{Z!Z?mEl@vCh9lqO)Ipif5$VRu!xduQGsntJr z>z#-m?IEMSZvrEwlIK28d-*^+eenHz%$}qLo}8kKTP?-t1N4-P-k(+^p4rU_j!*Ww zBlPF$D_N)aDxmehLPUq#HE1XKbI07W^>Al;yaw&BK0fKhiOh8OAMqgn#_0iWW#H6P zCx4mxhsBBZhkiFMqrb2Hv}vua^cbhqX-qCren%=`af0ZNG8*1B+X)sz)}!Dbj|X7f zw=I9|@l;IrDLd2pHyeLSP(tMi>h<5^G_NG5AG>BN)$9&K|14AX;UBZoYSvpNiLM+$ zo&5P8x%8NAJ6m`yi`1+SA}7YA{W3+9zfwe3njrL;6%9I(EDfQ@doaJi<2@AJwEQ@| zfczOxpUO}|&IF+cW%T|}b_tR*-Cl$IA8XrSYUxSNoTC5d{L4~8E(CS`FVtgRqNIKf z7q=(iw9wZ45f9}z>Mz^mPxHQH+*Y@ZK1x{MVmSc5Y@^q_w-~pLDpEpK3F`D``0jNd zrSZQ^d0FxCEq0nZ+^&{Ct<0HjE=T^A=tmWTkaHQekIeIcrGIwqKqHgCk;*_1K{Q1%C zF^qr4+hexn|MHvO&*UYH^4E%>zW(}lNn~$3%rAU-LM+=w^?$C`{=c2aY1U)aiO!v% zuKp5cxNen#T~}=0{y3U-C;A3M0%JEcpDD)w8bnv`pY$QKhdz>Ahi@xeq0vT$TRtss zUOySucD$gkNpy7x>c$`be*QZaSbodeaJNz7_HgmBukx|r;ex&v(bXoX)1OgIl0J$4 zJA}fm$9D_z1aLx4+Yj;3e~sg(ZS7~V45EZ?Se>_C8Y=RyOW)lHVje7`@z?eyu%NcH z?tSGO#QeA6C7<{6D`<}&*_uDrm&*2ud|XJ`nU=pw@YX(ld!rcS*EoNyPYE?Zf*K5n zd-91{CZ}m#C*yI3@&yO3+nxMOd%TP$7#2=+y7C8|di$PjT@ldeW}5>H^5O1!@7nl~ zZle9o%6~tkj$@A{I~e4A-l}!a3%u%#>`cqwnr;tZ{;_}cBhQR0we^=-{^b{l59sk) z^pm8rS&RSV(wb9rOJn-cgrKhf-yc3Bo=wY^=~IUS_k{J$sK~@8KaR59`ex6QaxYso zixrR8w;epQ;>e{XME+*=7x1Lm%CR+n7uLVa%XMG7w!K#W9>ljNLFj224P8+E0SnzX zzkR1dCmH5PzYSjN-Kn7FebX#|HQ5L^tTT-3KQsEy@8$*7D{@76KWQD4-;#f49Zu|8 zn$r(&f*BDYPrrsezRu1EM`iMizQ+dA_W|!Nx4Ja6pOAkq`rd+|PX7f3EqW(4`P;8^ z_giuDag6%sP;X1;PqR93LQUnrXt1Ser`NYd`?oCgXkNC4+V-tk`2*?kGt6%TmB-Io ziu_v=BR&MN9+OeUdbaz(7VTUH-(r{_?EUql$A*sD?Mt)#&rh0qcyZS_;r%4R#XaH2 zBP~S!X7nmsk;40$x*f~~eQPy>r3*ow{4FTGDHgR4fWe@E>Lz*C((Xw zh^{R`-T3XBe`pfRnr}(wW4WT4D}~qmwD_?@J0DJ{Y5O4_^gpgK;Cnmz(UG7oe@lPQ z_be;jUUs7JPo)R!U301_C)CoOesmy+b%Km4-XrjMF~)URf75irl>epVy#add`@A=V zipMvN+u)su@6O-ge;ax4K)-sfc<<0|&zi|kp3|(K*Yne2{Z=p2_25ZQ>v77?wERJ| ze};8Qk1so?zS*5m(08STx)H=W$%+L)hw;l;e`e(e zJ@yyWV{2{x(SstaC#V~LxRcv9X^m^=9JQLnvf{+RxN+0VMJ}Dqk*+WO_=%uVe}tS> z*S}9F{Gzh{9VPl-Px?NbU@n3(@ZIt8wiI7|H6MHT4hy62z4n#Lk?v3cN3>q_V=zHo z{Ra#Tf5Jx3`?b!^Qr8*gM`va0H*V3qclIW_z65pU56b$}2Ptw>ms|M~E{Xo%Rn_t$(Z-1iePY`;>O5bMiM;3H;(#R1pJ6S0T{~DS9=bp1u zzy2#h^wpGO{3e`G)BY1mRJEhEYUg`<=McC~Rtn6xvaMgOh8Cd=o0JGA|qF+?|(piY0f{#Nv(lz)uptUf1hvSJjz z`9j2&sd4U{P}BZrW<52I5*klXzkX=G^S!i(9-l5k;pO{>^jw~+0Vni7=WixIzI6Uo zh%)S(%JVOk>`@rzWw_P>{wL9oX#{oizrfe_@v`;1dVT?V<6jj z)#7mpx37xx(|N(wy-L=t%n{A3{D_DCXPkcoQiQ1l(M~ez`a65WRwPZy^QO{av3|TD zRZsZ)N(CXmw&fo#_D|L8mSs6*XWIT|`~SA(AMFPHfomYhe+K=SNf7fy84Vb84D-JT zH;gOBM+$Ar-y+W6jP-9TJ=Py8eHBjZT4vLa`2>yQN5QYv153<|V>KweOunzjD`nR7 z*Btu(BSDl?MqPI@0KX$2@`< zXJk~dzTdHQ&(j_^?}+`6aU-+#cc18(O8L|F|BctUY~%mi-fI>R-wO#E$6t8=$G+5) zYTYxnpQ!0?+w!+qpjXxNvxc0qGwna~Y5fQJH?IGJD50N`pa$)u8a9#$0Xx0vXb5JWx6sPnrtH-z^) z?CYrB@3isX*7`&FaUG4aGp#?|KY?B_-oIEz2`wk6n}3X*-uxkh^)lw4@LrLI;-{AX z)UF@QUjJD^e5@m=@Bddq5}EVZF7wx{Kg6*99Mkjd=!99`qWyj$x)6ehC!>n>ZxHPt zqh4ky`^Vb)Bbew`6U(sRwL5V8LM+P0y6hcw#yV!=?RUtU1oKu z!Sj!HZ5#aSI3d3qiSD<5()*s6kR(+*p6=bNB9~ZgqTio5>Du33<2XgPY@#2#2k_Z>}vrB z$UQNCcb{M8#_WN%x1XA9gs`4B&Y#WrFHij+^>6I|dx-Co1Tjv?XvpWY@0tCiTib8E zj9|H`|3yqJTxR=KZU1pE(e3*ueL}8v*IB@{$PM$tPq0`DzZ@6lUSx~5|7gZPky&cd z512vV`+oWnP7v)ZqX9deUow97YWcL|&a(9s{!_qspHoTwh5Q_#??(w5_h0YqDOkL~ zgNtksg}102@}gxs&3nf|`hJ9chL%bfdt-NI`=Hq%$Uzus}V`&|b4GwwfOUs|H{(a&X6**_gyuYAUE`Tjcedh(Q+ zmOtWZi}pK4bjJx|USUP8uWz-_n4{O}Uv7xkH;%v9xqF&lWlqse>ksiTe>9q1n8~km za*GAE9%%i4!?IeAgdU2O&ZX`(wrP&a?Of3es@F@B={Fn&^Wo7*4qo7(+@FnYZO z>z`QV^%f_N{3Gbc1%kTumwn~mUobxGK*Huf&I|89k9?lbYjaN9zdT2D=LzccN7UL< zn)eiE3b!XSd_q%Qe&hIUCO^ohH2v79m?1Ug_#R0=E)&$vpB%%V-V^6PSt)#Q?QZY$ zJ81VeF4Ff)1kp}18Xq$E8H?IhYUj)h4I=^uq3G9NUsL$eRSzJaD9k>$3|~UZ4kmke3ZKOn_fw|4Zqe!JgMsyxFwo3&{HS zt>Wa=lUt3)yFY8pVa*I{c~zbo32Sy(&#L+PaNyS4u2%0AsBbl#^Q{xx9erG{J%|4C zAa5SPjn|Z-6>IedBEDLGxrDVk>J#z`9Qk%7r?YB(IS74_vi>rWezfC17_P|}(=%RU zsix?&K>o<;?V-j%KB`$3&r#L;@d{RNJ?DG#Zl$i;uY1>rhg;o^d~DAzDdlO!FIX$c zw+gRd&EUBwwYQ`2W@6+IpUhA`$O~{aJKReOhkPl;cGe!Qi@eBGE^^IkVN?%^|Z;Z#NFT_Xsh>!0$K16uR z`pV7`&v;B{Okc&Ti1_e^W$nJs$2@pul3%o!@z_coFY*d`hyF(XfS^bI@UDY!=u3p7 zelgxC@mKj6#&<_ie~6FtAb)E8X#Ek}HmEOzgU(o=2+wRK`0Pdbef)f7S7&uFxOGZ9ilA)b`i(G1?3Di1;XfA)5bM zyYte#4Y_yE8d-O48NyX>Ox3w@o2q`Unm1~A_Y>g}$@!eW9PB~mugZH4Y1+hdNLMi) zL@UeWuEf6sPpJ{Gq+n@yJDtH^3pE&<82Yhx)hY_^!rxl;05Cku@%&g{V)o z5AriE>(%*y4_C)eSJ7XP9{L;d0sjc!dc*(Chqf(+JQ$a)$RG5^WhLgHNDnyp{rB~P z=IsLMqP^AppzrPZfAT)Dp&xVqf8l+iMWHnR;(kK@s`{S@Z=(612&Nj-?cdxV(_t&i zp4|ORPuc#1(*{!6F6BoC4fJdyzrNe#X@%ww?+E`B^Ulxoh_16h z?Ehh3#fRv1`zPU*a?fGu<9D1~wdRJfAA8d%$bVasWqs*}k!yPz&~z9O;7{0%ZG*F*##o`=3f1RxOVf_759oNcJsUgX1c$P{g-pf>nGa%MVyyqrUZ5SH$H1hJe2~-eh}eJ z>HY!oH`_l!JjjVrab%$g;7_;z7j>rULk9a@lv90u#`gUm?BAhX)Yq4tIQX)S|8Q~s zWgJ*+qmTIJ{r?=q2>Ok#{FWhOuCd?`gIfL7=NhX_@v=55p5gif&HlumzGL4|*MEJR z&3i0ae&{jn^Nii%{PWb<;gf3d)}sHRy>n4IXb%}x>?hRE;cnp1y1uZwGsQl=ZRNLE zkUrcqQFb=(U!tEwp@Sa!0{70*pXG4Hd$42VJG;P%=Y;p%A*CCpJG)2Qe>CI2t>N{D zVc+%o!?(R>qrGu%f_jqq4{`jMD0QX%d$f~Ng`-7>&#l2xelz~ze*^u`Xg`VbGRO_` zv8M0!_?eVzWV4U$TU`;a2S$}loN-{5?dLD(ztHpF=RG(?+@Hoo2<0zKKZ@al23IU7 znZQC#?!OhG_(cs+MwRgPkk{|FW;sg-|}|NHcZcK;C*8DiJQ{`2kocf~0oCxRFc zWYovfJWnGsyR#sB!iyTA>AkM-)ot-pnIe+J|4P38Vf5pFBJnf-Ek zN~i@v=usI}&Yx!uS@~D+FZb9G3g0#8ZjBiq`ib&apzn1EVjPjt`_+0pmF}E$DcSF1 z9P3WurN^Hbv|@g5PN=0K{isP0`bb7YN=vUWs4M@9bti90_4jnHzWa5YxWCjn z?X2UmH62r3e&|1A{$~9DyZuofk$+v{yFNi3NN9HDm6Z8Tt!rM>?y)8m(5i%^_wmeK zIO4g{53G-L>{l2srHTwfj^bHB>=5OJ*~hz0es4+GXKwCrs0XC zIpGZJ^VK!KJjvT#)1PMf$M?ATW04H|#Qo`Jw@YXJ(!PPn-;Dk_`M&^Ps~;SRIbKWS zzbWzEjG#__Lj&yJNS|wNJ{=*yo>q{;$2fj1^JJ_$C)DCWKRgLyJtU(EZ{D4jJm~d$ z$Q53%w^e`pk^c+uZ}fj*R(`y`3jJ-of7+b*_9BRQGU_OOJ}3RQqr)K|oH=D@qyE1tUN6EyH|V|TM@xdn{TKD~V`2ZK zxX+jU-`HCJ$OrQ`1y9B6RiKCd#)c}sx1t}d2|~_fG-yYk&yvf=LFXdBTw~WMylT$Y z6$Vxt#|gEu{xtg` zZz2E2*MqxJLYUv{E)?o#DEy+!|rUVwhVewv(&;y#%pS51^+dnFx zjiB#G`3)kd8~^QhhCP-3viqz5ZRxhKAMEHq#%bYmFHX@d{`6xYL98=nR9XM7C;J7A zORE1HZT##{bOQ*Yon+L5y?r6M8eXq|kjmHV|2OgmSxQU#)@2e+bbHC8!%e9p5Cpli>dZdO5ZJPoTe` zKaBdzw*GTS*l!!xZ^MZ1;RJR1?|$(Di7b3cx%EXN4hjF4zs~x*(ENj%{|wvmw^&fG zc=n01Gi|>!2LB-r2LB-=DWOpWb@PY7o*N&t8O>+*{o3w?nE%y^f3)bx%c|Vg{1FfB zhYK|LKAL`vA*dU_>>IhgVrW0mtL;~qgWlHqL;I(8{RI0j^lRh%dmJ$`ji7G-z(?x& zjCH(S@UN$LZ?m!#K0f^J(^m(z^P}IDS5RMJPfVgEMGCF?UAr3C#H${>&+@{v(x{ZpF8PmF)+_-VWS z8O}c;e@6QS+vHF4|6m+HZKID0!~8?pKhgRBoKEGQMbIcek=gpU9lbAB`0t2#+&_BV zit=LooI!Lm38I`bs?2}Y&xgeLfs3RR-RAa3|G~wz@1g1Y=&yEcfI{LA$3-J<3(hW&x(A;p4DHPX(%=M&u` zg2f2RAY?~kEOR6O-DT+e5ygMEw*S6>z6TN1&%cU~{*xX0xn<^wjwcw_g?U#kzK}db z+dp4ObUzV9Kb6t&8&{Gg>>pwO$upJvM^9+~2=!;&KeDa=g@<8WOrU2SiCxq7GxHy| zm=an>5c4z{jrz;$Ig2O$q5sw@`(MsN{+1BkQi8hn_xb!3{?G4;{%bUZu&w;s{-Zko z(F`YSrAPgzw*Lkj{3jayU)Yv^cvvaakM&*7tW7wfmKF5l7lJtuAdesEGbhmYvgUsg z&%~y7{|W7aXVs96ZTxHR=ivMt^egGdUj%ji&$Y;r*X)k>syy~5N@YtfA8?aF&sB`c5>RS@w*Rx1==KrR z>5l-v-3hGg`k^ho6QUXBIsJCDPB(g)pXfg!M7M>YuKy)iM!%DMb026q@A4&vb>`#0 z?lc=Sz?V~W%R2h8k)V$M@I%Y4OBIVn2aJ}>54q}YDd_n4T~(3)dZODv5dB<6?GJZ+ zK=K#qhH_#3mRkA4xSrbnM{HRzejD#!Y@!I831XchqoK#vzYwoyXQc4dzMgG1|F*UN zpk0jnw_Ay?-2`>}7vV9HFQn*o<8H>MJ;6Fs_^xq#TfD!~g%fJ|m456XsFRC39{px-w-L!Z_K_Nf3mj7Gr zXB+*u@4xIMzIXkT|By5L6Q#DX%`+x8zRa*L85Ni1*6o{`{F~*UbePAkdU;*=ug=nA z%;6iS%5uuibo^E0g^T+~FuVeNDE;`2pl1Nd7h%1vrh5uLITwmPXs<-2y zH{&1ji}|N<{kVq`f_}s}A%6}nvg;TNIeckDJ>PYV6oIAx`h+uKW7^uB|Nmv7fuj-%4k&1yB}D|y{+Qrl#CYZ-%h*6 zPMW;F5~t`k*FVyQfsn2A=>MQM&R|?J@qS6Z zAIIL>n5BfEKT8RnC#cguz6YP&mO@HY9Ca)yNcfNTa%fhwg-ZuPA3=2I2>bX-p`3} zgI?@ry+GR7i-Rw-{1Ff1mvR5ZR(i~9yy^Zs(!E4Ko)Ltex1wdPU1BbSx^(Xr8O^Z1 z>5`?;1Gj3L|E0@B_lTfw{0y3%=@a{MyhPvK+itP>6dtjuuWPA-14RFcqVEq0>f8Ux zyH||gDR!x7#~W-0g|}!}|9R~e{(}AreZNl-`y4W=oPS3rE*W&ILJXTm;Xj;r%`oG% zwtl%v-)|8#uAdeL-Ny@!q?P|DUoKic7Aq^zQ+*MwSWF5oA$E6+#?H*7<-Mi zqVO|~+BIHVvpXl$5=}p@Q~J6HNqUcW&9%uUm6%GDg@IilIx{*a&VyZ@)X z-)Fr4aDy1RNf2@-qv2^fK9)}9>T5`-CJmR>`^mA&5^x6F9QC5{QJQq7}qoqk}K_5%s?-JDMFU#aIui1REAA(#&`|V19 zCcUPAZWG-dg1Yt(e>~(0^LwXJh;tN8^vJ^o{8J zJPQ$c6nF0TI(s#d|2_I1M^N8?ch`+!y$!|G4`3gIfU#UsZd+%q;6|mmebg&;FYs7e+&Jv-(r==XUi_ ze@6ZPm>7&FsMFu!VZ&cZZR!08d{@u!wDX52ME8`SuK!v(90-$OKY;m*@&2bx{L5*B z|J3eZuA==%te=hRH{0^p&W~a6O~ti5ryuVLqMysCa{r)_CHr=V#;3&j!>x{Clxs|Dn!z?LR~q z?w@Ajl%1*m=}7W}_A{Q}zoCQ@2x6Z>M#Hl|NM?>Xx19HCxmx%SoOJ8#-=Euc6!m9Y z`&lflDgA)@A3Sf3X~zk*B+`$!_@KcRX%;6+h0m+^A0YoNZ_ZegEwMC5G_(B8^w&E| zD2X8Ec{0j9T~9Ohvvz)`&i|db`rTq$|A>eB|K9Z{#t)a+RW5&oxIa3s z;^}9P#`oe#_Y3{VNc6_}v-?-aBXRFd4wfLUSb zjttY@pMAf0?b|91wfheiqDw;%^AtJR6!yE>C?C~vl;%I)tp5_31?j>O9KPF1|E>O) zj`+4CsH=b9^lM*9c)u|-WoX>LN>6kd2%?|K(S5D<>nfS1KaA&3|CN7R>CyjEE5Fd6 zpf~PcWukKbKu{+?Aq~b}ke<`}8{_J>tYOLXrWEH?ovH4B>irjoRMJNY|HsDiXCc1r z38I`bf8lwryp_W5w|uhf$}w?&IygD=iY%kLiu|(@T{eO`{TaGMN@kdUL4G>*-9fk&n#3a{l$;Kfa$Orz8Jq_G8~Wexd&v=f63L?>q!C&d8aD zw7>gKvVWPaQcTtz;{L@z&+FsH=hpVWauFT;OY7v%v0>l4Ec}1uzZ3F{^FyUt-H!ty@pP){De7#R6FwUEOy6h9e8d8RyKeb!X`f59l{2hocA3@#zd#ywHABpl~ z{3-XH{!1Z$#`6QS@|*cDEkJx1BnUp`^6_pipGkj4y17w-9c4dpE{nAFzghmMC&-`L z|5Jbeq7Efwr#KeV^0zwjSyrf!%Dw+8|C;`FnpExSgneI;GzwFp_ zuwAuoe7fu@D!Sh=zB8afm}g)kK3rZ2xwZD=QwtvT${>qL4y$Ht*q%=#PoK&~{e|tw z^P-dRgaieGgIr^WR`FaSzFJ}MWU6`QL&X~DUo9U~spy5uTyfMPUo=O!YIxL&gAR^7 zfEyiiV51B4@DvE#xDZ5n)C2a4!V^|X{_S~bx4*C5>{CH_euF^ZVx`f+0|sn_0|(#6 z1AU~2a6r(*lPEm>Asmhg5S~b$>~P@-p6Ar`;TcZzTxRs-219+sR}WsQa^wd?QiMY> zqkh4!dSRzEho?_?%2Xu2R9g;DcjL*EnVMdH^4!G@p1ZinU!m6-k{J!N!4LR@Jb-`T z2*-CLj`lI8moh%&+n#4tJdyg4r?tig{#^zC#`;t1E17L0&ts_nf^=ajCBNVDlx9!) zEjtZRU#Y*sR&1XqCVhxI%T+>$WIC1T~FYkNBS_7g8adA zEYhE2byZodI?-#M;Xtp}m#Zi*zE4v0y$`Rcc&2S9#sk$;wL6DrP35 zpiV+wQkE~787DZ%7xe{Cvgl7JpIUycep2F@IMQiOo<>n$MuUu$@(TU-k)b?D2Zj)+ zPc=PlVF3P8hRY7g6i=}=d5Gdk*psWCQ_FGaSM`ERIjW!190s>25Ap|Yyil*^XY@P? z{o?qK_C$KPm=1jk{*4#L(H}vl)>keL91!%U$x|c_-ZzuyVc@7A#Gj{l-fTzZcOcKs zjRmgCM+3s`xS2jOUiek>(>x_YK2e_-?@$i#2i#a*)Hmp%ZxJ6CPJ#d90_jDoK}24T z@M&(9W)9Cem2Z~iBlzMVUX@GP`Mq&mnV8-gz$cZy+b)Txec#Pu7xF>I* zc;@xsO%%`TzGD1?Cr-#O+7tC}>~F^Mp?`rt)CcH+tL4``6|3#($k!~LbhyajPGUZH z{-=bbmJh3m_C)%qKj6p@5aBAnl|}obJR+Pt%Y*JWWxm>0#5eM*$~(f*-!=I#UYLUC zWz{onC6Z5VJi`1I;lRP4asH;(cUlg9Ax|lBjE{CA9`qsF5915y5sq|Hwio7acEWSI z${##YYyDYGPpc2ehf=;?9Sxqc9mIH~j8C$sZO|LXXI!K}IPwR-#)}Tn4+zIaggiUt z2~S*r>Y2J#D?X`wr{+U%_u^Tt3Cf;_dstn$j_t)4%Z}6=wrR?H60Ul>ZOmUQ1_52g ze9OCLK#nXy9Z6nl2v6@~{y_`?NBe@WR*L8E_8jvwczRdMSDH7B4~Sh_qZRcBd-2kQ zIv=VkJnN&sLf@i((7tMYxKjNWC4T=YzefIy2bf0rGafLaT&REKkMg9%k-xUURl^~_ znts6ik13vcyAl7Txqtg&9y#B26!imrpyr41T^rBU^dX;iTpiCli25)d_@vYq;1~3e zeb{6%C@~Eld+mUDcGD2RUPeBL%RDP2g-IUr`$Z?PtsUNe9rjlon@<-7BB!o-Ub@|KL67?b*dNxN z(}sA*eUb)+d@W(=7RRnoM$dkF{I0^Ui#cUyA+{{aG*14gJLd_%arOi2TI){TS_4lr z+%p-~q-xf=JL`-5vHyvEV8oM?Qpz7ecIqhC*8gayZhWxBY@gHYok=r#*omQ@jrTNu zpo*+PPMt|Vl_iMuWHe-Q_9V8aSI!Cv ze@3%D>Q1U<;-tKdnq8YA=yCpsd?5!iePH%xNi1!vk!kYzUSsu$zSZb~V;&!xCg`(L zzGydl!ex+fu+e9>G0^G9qfS>D&LKXX+Za~1f1sep`6c8A>B;oUJLePY)U947B#Pl2 z==X(Ln$O6k(PyXp&~G3o*3Uyve3pWGl`OEm+$Hvu;*D5VFmzsriJVZ=a|XmiKQpRf zlo#id`g=lKlRioQoi1HJ(EcKOObMNMcC&N;Dz@iep8Q;)T~h1k%JOi6-GX*0Mjv$fD}L_3<>!vn znT_?Y*{NVUiu}#m-^@=|aZ1REpiY1LPda!-3ZZ*`=%)|Xl=(Hu!*=<>IW6=D-dVJj z|H4_GJub5Tmhcl*shv-V=K}4xqa-C%ilDCj5^`ByOCcRcc=halMBMWoGBNByet$P^ zYyP+=fqrScCtI2lf_z~dlRt<2#S$gn@@V4n);oor-p$XCdY7rC-P1B_zkrJ!)4wfn zfkA(SSIoA0+JOQ#^N(_(UDfRht^UmNSLt7V^PK?~%Ahhq@F}B#RniQXlC%AoJb&Ch zVdqk}wojkZ@;kwh|8hhpPeqkKUHw@uqdGy| z_-(Pj@|H~;da2vUa*?9`a?9@>)jy)mzpD~mHG*g-84aDZJBbAu`tM-szmOkW`Nupn zwes(5xTiQTxVl%#y2UxMYubKlyl?xtsYwZSBnUkzqX9?$OlJGWq}lKBE|#^S0++Ji zy17~IDMJ2g5naQ7(nr-F^g;SOd;Ec6r*4V)bDbqVT}MV}^S|0e=T1;J{yGjl_mB-C zI}7O5>jpcEIz&eoGR3oXBjff1RJujs=eA%%HVjJxZuPL7n`CCpo{8GOfH&Y}~e^ z!p^rJaJtm9;@6HzQ*^2XR%KE;Q80s~8RM(D9B^!(W*M#Ui3F_v5 zmPzv-Nb!|3G@j(JNBH@>K6-JPB25}{if(C2KRgKP_~&W)C&`)o3}KxeruZ3h<`mtu z{{J`cw1*1$!2_|j=8t$N7apXP^Uiv9il%l`!P>vd2YSMaE~>i z=5C)3566i1Ye95A1a<8nxHQunb}6|}qfeb~3Omc}8(If{9XndkdlOwtf;#=8_EeaZU3cLYF8Os z=Z5gpe=lT7)90Vd3i?)*P-}v^@(2C?=_9)zGV5Vx`v``9;@0j?e2ImcpDZ)}m##V2 zdPj6P!#FWLf6HAt{%j-iH=~awKW!Ml;irw*wX~%l?Fj1H-|{H0dkXRK?@jNMQ5za#AQUcF4n9uQd8=Jp>zc78}VwRV1H z<4-5zx9dOok7!io2E#imm>2jzJ=%Itd(Fm4gU6>NKxVf_Aa zXUqDd*SOkTeoEE?{fA=#d^c-9*jZxyHNI2TjS})DsGEOpIID7BO9~wo2~!N=)*|=qW+A2 zQhO02;|O9uQbv{i*J?f+^7a~ef*qysOh297f40Y9(f+;Z`yhhoXEGXkIr|^d{Uy2Y zCVGXleH1?Hr(Q))2MpqbTKwooAA-8}W6ZM$)l6((qL8-#V^)4O z+3>J(l>Pwa0qmxnP)lF>F_0kkNo17o=>C??`NsSe^3#v#{0ZvxZ$k0LOPGtnPe;d8 z`sui27(eqF{M`1Zd*hmT=eee1YJ-hVcgj$Buj{t(Y^>b)klLS`lbmX*QQG0})*Q#384%i23 z`q#GliwJ}M#)IO>e;EB3P7v{AG%)x>GV}k&_yhU1E&ou1osL%jX7t#9#QMRw|ABfP zMf~gZ$9=mAvcWAD?;QM?C36>qMOd25D)s#c&u#3Kj<+(nWS9f*YY1j5ylcM z2m*QkY0k(b=1B8@=!Ii6|4&{0Ykm@O4ISB-@gHT-A4dH@o)VfsP^W)ArdCRn9uPg| zFDiWzZfpL~A87yYTR&@lmT>I_`J-P?rVrp#Mjh=czLy@fv%DQsFpm97;cv^etFUm) za89Vr@`LunwF}Tsp&u&<>gEseqY8wuq+x@y-rIbSg;02lN!~ZpKO82;&p`UVfS^u( zTt{@cCS`7){$c)vIN|4HV!=_)`Gb3Mif)-oKV}fjhX8r}x_J1g6mqKYFNG_|2tPqB z{a@VLTSYs6nMU!a6D*+7>->Zsa)Vw~%>kMS{>|hM$zfh$y=^vbN+XW%w$ej>jQf`} zDWO>eb^6bv;lKpx|YJ9KJ!q8g>`MtAM;1#Z=8S5rhMlR)akGAnr@FJ zAF?yU`Ev18zSBy{S}?8{$G;yb!d!yjQ%03{8tn7MOy1N#POM-0*FCo+duLZp(QTH0 z=ucz+n@0)FCx~{IQ9d}wA<3D}pV2RI{+wFiVziq{?rl z0J76APvILBJMC7SP|HvBV=+PK2`k#J%mQgu#i5}eZfky0i_Q#Lb$EImPSGtv^kWf0 z^fMU^xUlB|^QU))F@GEWUGEHQenO1vU)$<0R=g8oyuYx7_+Cm-r+-4*q+cxEqxC=5 zU&i&nZTV~b8~eYl^cdH0&5_u(ETTQPotpfMU%tmnt7BFW>*FL*ehICa#Go(O%H6r0<&v>c+2-)ddepuOn9$%&}H` z=jP+6yKC$8Z7b+k5#2h1I{C3oTfR&>@tfPArb}YP{_EwiCDXEf(e`gw6WtnusAm}s zYTf9y6iDyXpl`f1)aaelpQ>W#^X zS?Y=M+bX}<|5D=L*7S!Nz1jZ3dg6NnL0$U=e%kb23XclN*tW@CaehBJpj!D3No6=i zH?2R!L%XQ@BbT7xND(#>#5f_N;lCBS!)DR?8{bp=PVj%7f8w1P@NZmyZy~<764U`7 z$5C%3_l$l8oSw&u`zJ*zl{wb$k~>E{v-ZRN0gUU$`vaKQZleTs{l~sVw>#3yauZs1 zwOkW^YUk(5a;;(|W^?{?ss2&^TZVU)%%JXyRPs~4z z>ld^7Q`rg)!~9D%YpEv6zl-?ZO%V5yWK?;lS^fN{I6uMtukW3|7_YtC#=kcH8P~7B z5#M_V>gK-*Z^C3h|DDwPGuYQ1q@2HN@1)zBe=bV@i? zzxiIxI^Q*m#WHDfkwCAFb9q+Td?cd5Jl?tXl^yjXXYoq1IY^FsGx@6(HzQkR4CGO= z`AX*IGx=e~+NrL%?T=$C+(tKE<5jCwyN!-&M*J70RtINnHJJx1)}b@GhhnYLlMj@y z(`}j=$d4%bb>U&Mbz0{Mleuc$(w@JxE_Z57;3KL$Y*z0`8~&W|g@+CwNKEwRJ>}pQ z4x+rcZepDFLY}akg>?z?N4=sv z2uJ!gQdpzF+D5YmGG6mZnV!9{E=yUyk4)*#y6FMtEwGRm%D3zp^+jKPOW6)-%k83X_Hmihm%p=`1KPEw z`pLvmAMIr0uWNbQakV{5kiKY5<#7=G70V;kzfm5M9>Nh{UDkigTF#E-ts+?iR_Axl zoGrKTcV}UZW<1tIdn0|+r;59Z_J=hf>Jj{c9`$Lg--U|)8^~b|`0(m&7ndmmgnsx< z(Z|g>B)?7~yvLBHO+1Hm<$e@i>fG<^7RuL5)%I;I^pDZ{72A>E z6Z#l9D9rrJ*oe= za#i0sQ~Kq_d;t9w^uW;`_>OH2ln38|BOKp5DdV%I4~^}qw!gN`Fp!Q-75#LqBmY~m z&Tq`&9q0!|p4~aT-5@_$GlO5NbBFW7JBKE(=wE96xN-1_@eJY62hdk2ANU8I8Xw*s z;JrnYPw<2EpwEr+q2dl4)}+9V>8BjuVJ(|h^e5x8!#Mwf{G{YxvwlQ=YJF(aZ%oG# z4tndf`n#@fZL`+LGV%6rJszlW4;Dd@54#_li5A(IC*U6(Am?|HHK#x-gtm=)sivx2r0E}cb7UL?e;E!( zT+frXj;KHE#$)%HlCc8kPeZS=T;zo}D+O%4_u!Xnp_K%^(%p3blEqo>4d)cPEp9jWU9u}@`!*#x=u?|N z)Enp_uh>07d&=Rw(X&K`+o_PxrwI|wyJX6h%KFp1h(j$Se>48gUU9*$6Lv2kM{@cp zyx^i-nD#(#nB@;X(NB%TkgfF46UJ$U8GT^i^d+}nxgo5JK03UuSnsS82VZ9NhzI^L z{NX!xlW_W=>wot>y1Zu{*QvL=QLp89Rxi3}miCG~b|axT(9h-ceRs@^Wgk~&@7=KX zZ{l?Fxa+vOV?S3-1g)H2q(U=t>gQ$xqXTHtksh;vT)js#j?i01!p=IfNMS{BV({(`PEf!0sTi|o${01KeCAJXl=R$N9 z2%s7fA;-d=Y4ewIL|2}muK(M&Eb^z6f77#4w@V%pw^Qz& z>at+PB*XGY*NDdX!~f=VBs>iBGgW`p;>50L|CwQOI#h`gszwmwv5flE{qTt46={6$ zzsP-rZ;o1`{?V>gi5~Mj8NENZ$O{%*y->4~1Ea<1q+{W17xE6&Ug5;Nyb949+plmD z=Rdnj5n}!{dH>ggUURiqTy#~h{500TnymH;qH+8*qhCYT+0Z}6+mUAUeq`N;el;UQ z^{`_<=iyXbOLh8DgCN>jMx!F?;T7%2;&khK=P%&jIR2UO4?e-aaT!~SBGe|R8$W`2 zj)E8eSn-MkwjGeJt@(rh)XqPV5Bjxno477T-~@I0D{4a6JGPHr0mM9CeFadHU+6_f z^t$mo)WQE9J5zt<JeRif;#=@cXrk@$)Bv#vCdOZm&z0kMiuWoeQW;lreWY6cA6Gkxyv^zUw*yzin|BV z^(3g9f5iv386$D>jxw9*%Qo3mZOX8jV*KzVx{d@g$Xak?cB!#}tY9 zdhX|Og1#AjZ$%LOTt=gc&%DfL%slUU^2lYjj=~2wx;mtNx)FlDIeqsgsN>&x^`USn z=l6Bp`7{V{Po!FnRdI& ztpA0#Z{dC3Z-4{Cz?2Av+clWisJCluza7?kN9_DX4`M|9`N`g? zn*VJ3`lq|Wy74txHxj#+_Vl9zK4>tZSMqa~$uG3#!>yMY#<{1=t=5NpU4{IcwO`kl z6-ykMaaMR2Nj_Qd*zL!yIkGXMf7{gCzu3tbvHy4XgL`rfKX*aji4y8gkkphF3z^gB z5(_B0>uvJj-x=nooBP~oc&Sxq!GC9>>qbx~zoCaWe_|8QJl<9_EK=;h`daHhgSVjX zLUdgT<{~JAgwltTSx48+4X^Ms!aCh|xzCg)Wo*BlGbdp79lLH};&x>BpJ#bD@NCAB zjamJjFj$8eZ@2wd`X0oHFG0w;6^#hSE54`PP%rBIp$Vtxruql*QqDi@QcaI`h4Wja z+lzh-BxoEzp696R_0Bzx?V<2#L#Fkw)?Bmh=uO}K2%?-a>hpKTB&p7kA_LD%z0NSc z9tn3{)#A^7oTA%Ye$=b+T2miN$e$qg@nlr7?$|NxhpZn@-w@Vq_Llh`ozH9IPhX2k*FS@Z?_mUW^RI-cmDi*}dFQmeSl}$fKEvW#TL;&up`AYs zCb}U6b?YaKpWR2vC$vv&@bi;G|E`G$PCPKSEvM+F?Pqp7dMG6nKoIpTqxWY$)817=d1d+hM*r!`HmrI96ue&yHaKfSG_A$ zwz>ZhnXqn3?fxgc3#F%ojJK1=(f2@th$o`~y(^!WT2CERzSos#=0f3VM#~f6qAfY0 zmhtps3PGd(zaJM^YRHS*V*jpNzXolVL}>fh6NqjiLFj22^_esE5o=si<8MYqhQ9}5WT^smq28Xu&M$|Ypl_77JQ-5P?>vofl9hmN0nXl1v6NckR<8lh6FKMI`qYplqB716CGr~~2M>Ly9^ z>-_2By(EHtrGVtvQR~CzjO2)CR)5d))oz$IuhxJ2ZYaI{ppU1`^!^P`G+kTbB)dTw z2HE|#dsFvef_^Q143_)!CU+I?Tr%q@2NdM_co#5K;_;@P`7`0zgPK0DJ*Ef-}&m^ zW3?#!QsMn4GDz)g=AXzc(BDS=vxy>XB?vtwqY3vqTxCc4<;&)r@h+=Q;S(hJ6_90Z zIiZ%#^kWM?XwY@=-G?me`jwZDIb0Xs$$PVPQJ-3B`rEAjbCLeSx^Rr5zZge0X7p;j z=rD|*xV{hiU+Kp-f~Y4MRnBiF)A>bF3SY!_`M$jE&IvWupRg{4{!_i16tHL(e3#seQ2@yH>DWbf5f^d@7pZfJxXf#H$#c;H-e~V8CB*F-iz~o zxW4MTxIg5#IU?QG1KRniZSwQ|_cvSb>0EvH>o_s~bxAwxcx+8aPVAb>kKg~qJNQd+ ze*p)Qz8^*T=tM z@Xm~RT~t4x;RkNk7V>w9=#CQ9%|C)Jy}8J|cK$GEZ|!ig|MPChjU6+>wf&33M0bQB z`k9O>`=7W!1-Vka1C|u|o5{~sll>nvdSc6hd4X~LY8!oc82C5pKilYI#r)~})^GQO zcMv1JL*U`x>tuUbcAYB718=Q)e1<&#>{?|mS>M(bZ|%W)1lG0KrdOM*wqO^{k8oJG zsn^PDk~K+bUNXg7*`>u>UAR7OyoQeIKscHS`5|1bKD>Ud39Wz2@*}#agg4 zKWaViY2d?qWOU5E@|RY8fOY-g=S}Tbj`(vE)>vwNX*jM+8uJ4`2v5mx31R(+_CPq| z8?RAbz4xZ<882mBeYc_BT78?Rvj2S4Cn zwH|~uAgs|e^`XW`e?Yi{kO$<4^nkxq-pXzutYcArw72n^&V?QIgPbzY<{f0?$WfhV z@s}~H`z-n}i(9w5!mrNcpBFg0KARZ83&{)}>>bF9WC>m6-**6yR;=kJaTjX^Jon^n z6#CH|Z|$B@wjtxfHOHv#Z(ERXTp z1l|_zZMEiX+?CRYwJ_f1%+5C`Z#|b4{2+Z;Yc`h2t7qy+Z#5RBw|jj=eDp`OuVPIs zzr6|^Z=u2(6K_jHo)WCq*2g?Vd#dgI&;EgSRl}R`l(?P1aeSQdM4f)&FM9KM`KeW( zcHQ`RdV4iSvG#7nq2H0tR^@H_9vs%I9hLsuUDOY}Szvol)$e%AQ|mvfb*vlJ_eZjZ z2cAjriT*r6uHL12+lcm6`tMO#pF`eZ9iNxpu19z#Uc{R%n-+y!51{2Ii6Ch;~p>IvlsJ>*5Tp7jvc-q?o6b`WqieLLYT1L>mwB0MGk zsNb}LPtalfRNu;VBYkVfkssn2`xE#_euxJg;rOoVH%&jr7t6h}_V7vkid_B0!}{<_ zO+2$_KQ^9wSo=$>p5%R`30K}4)>+$Pd_lS?>r?mE{Uz($+l|Fry`xijPjKMaW<@&2 zZBrw^cw1F1pQb;78@C^#RPvJqd^BcrRIB+#Tcwf-;7xF=W1&;bt={5am#MSmnE3EZFua-xik1O6pVD0U| z|C9Cg^lm*G{Qt1N{_t=$TKY1M1<~@YWhu+XPQPlmm$9nD?t*Uj!YA98PttPV zzy8`i=Qg`SyYCqS+Jp?MKbIpLV#|Wlb?g$#;UVKcykbSOy{f$??zZr)cHv5a-0e1L z)<0O4W7kc$`x~%$=~L;i+@mje`Cnz&{oGyX%l5aOwQ0E7>iyr}w#zB_M}C>9Kt)h6 zi^cVK_J#$~+aB1xnW4Pxp{>5LD#z_!q$ej6z3``mlS4!lMQ$1&52=!@2@8^FfJ%5)lamvwH z7Dn>->}v6r`AYsM=(7`DDT3DJ0R6c}E%?9&)VcXn`6_Y3w`bhuB28@%Zase*GkQMc2r?!sohp8#MR)f=!n>Yo`xp?T5;M{9xF@ckC*I zZ`6kzuI&D0?f>g~hw@j&+oImb{SIfStnHqozM(fzA2NMtWVv^&ZB&)dm+PDr-Vf$j z-|t)?LI@lbT;fh=c9ylx0aA}ME|^Z zSzodqL;r3vr)BV}hnn?}S^kiJ$kpGu3chW{Z0~v>}4=`9S&NNsrn$Z(m;`9^KOMEXuKT6_*23^Z6O=9-1-`_pb z=eT&=wam5tX{)!WVKe_o4)cR9J`i#y{wxe-0{6*9wXJ%Tfeyf`})h_MW|;u+~lc26yOwiw&j@ zTd9BNdY*5!+gmO~SDT<-e($<%lt#}feK97}ZI(pg`{bvwYn+_G3AL1?A2kT-`k&99 z3Gdm~!mpk*T5*Dnqwr-5i?{G7r`_H!Pv5Hf|OQJo7WvRYaH81uN|Y1W^@>!ux7 z(f_#iHc|!p?n+RXf8Z~#UbCPyQPa}p`i*s?@Y>0Kl_D*Jg#1;c@0AGZ`d^?^_7Bqi z!aIxIzP6EhQFxukMR~iX{Wzhf?T^!Iw0~;f<_Njq61yz>I@XLbTvdMQkb=>DMgEoP zdliDZ@iYA5utyBmKPcCG#rnrxl;2GLLh5#jsl>O6x5-*(I{(YjI41HpqYt9fJLvx& zUv^G?vpb)luSR@VC#Y-xgjp;8kGl7ct0D>3K#w^qx{8=FA!f`8omMfUV8)D!iWwE- z8Zd`7u;whTIb&8t2Qy|+R6vp$gyTC_07S(zjxo|59(BRS9f)Hb#-;B zc_+xhKA9WB{#E3^BBwVhpR(nrfB)6~)o-KJp#pHb1oMOxEZ=@mqN5zqFF2k8UzYL@ zxyJH4t@LO=WqZnzfxbTdXh9HmzJywxbbBPMJXFs1o_Cb+JH@wTUEHFo4&d_BfWn&) zgq=$h7 zA-pC1XhTqAe+0FkkRVKWn|M2+S}4E$| zQoN7w^^-&3_&XopGe%^F{6qdRe<|{x&SH9$gZ1&XGijF)MN9mlo94P z@F@jbeY|i%SRCEG>U_z2WHm~cY`b>JRJ_kcz32|BSdCc3pmCxT#7unGa{;j>S@xz79V&?eXTuQBTWc|W4-Pf%}v zD8VNjF@NDYP};_y$ppI)$758Sq5L8p>ZLzk8bApK64c0VP_Ol`1>8P^{!(tArPceW z>b><>=MT(3IL<=7EVJKU^4A;s^~+$&Xc$41BcbyA>Ds2Qr?2;B-v8|n&zbMxtlAGl zh;ArB{rsZ@2RUM&U9n#+f4xoF^4G8C+bXrP)@2B{tp4ijH5`wEemMOYK~OXQxkv4} zE!fkysbD{>tk`?grY@H6pP?MItKNP$;@`;or56>jnV@F=^XGWeML9~;E`jlyOO^pBa&zZXCql5(%e<}Ho z*eyLg8KI^b^kWgh?1-TKpH6CBd!OzP2F$t3z5m>ij&Cp7w&3N@Cb~HU(M}Q? za>D(iVDc|?x>52m{`$wcv5nWkY^wJF%lhABf?YP9uK7}NhW&^02gslP{9zttG@qbm z{5u4Geuq7bC6w+-lN^aPGNC*9^*iV_$OpkMExqRum9`apGKb8>G$luP~lkNyd zBHLt1Y<7#EUwOyohp9i)JZ+yMW&o4TaJaQm7kE%bG6Wt1eXeSBvicWYZxDWFg`|w48 z(2(NO7kXJBS58%bSla&3KMm-kZ*`l}|d|9Ya^L=bk4gu2cfktB4Y^*iPz zrF_+U@CKsWND%8}3H8c#>VptR^~b!7{d+Q}4fT(o?)>V1XZ!{8*I)YmN2C5%n&rYz z>Hng3J4sMKe(kF^TIl@tjPQlxBdwQD>@nM$_um!@_a~^Cf8#b}eJ%L=1k7nu`jBvg z;)^;hIF%CO#RxUQF4{o>n*Q?-UKS>%Y_i%u!74}?K=E}-*6{S7rQV;~M&a8DYV@an zI;RxD_w|&wCkt-p_Q&49d<{Nibmjb8)_x{aRm#7iPJbBD@hIy&WUeP=1jPdaWltTSEA5`f-3D#)*Wog&95w z{W1iILyO(x-s6rIv>Tb_j_SQ<57F%>2t6gCR$n7tiaA4Uw~w+5=Jr?rJU#EWxmBN0 za?@V=v5%lefBMvyyjH^d+5go1m)83i(0`c!^!m@J|4~ou3tnB4kmT~XCPTOpJzmd3 zuj;)g9Hfkn5!C2Uhi>;@i$2XiXv;kt^K$V$MVDD%RWHitF#wM1O{$ru~DbFa02xS}z!R<;+2$ zB*iDJXzX5km%4v$#6OYoue4;ivWBM0bIpM*pwR=5(8nUxeeC zASJh0{xN=)^@n=?X4L*D2lH=Q_pf08p?v-N{W290PEaF%^8Wk&H7>Ka9*-1Y=Z>u= z88EBV`)|QScZZN%^6F1%~ZO8lH zGWieY-Yb4>{Hfl*er^2`7l`)Pd(RA`df)xA{(ejLJryU=`3>6tpx>P1A5Dx=azptu z`g+ej%IH49BFI?k|0Z3Z3krIIzrRuTk5%t0mbJg?{qi|m5amdyyngRQ-d|wHSf^N8f5#|9i~-7tcCkL>xE$J9sTTp1-dJ)$3v32Msk`N#dMBJ6jx{{*t%Ep7js zI`8-T`xBPR59Ct6|M-;neoas_{{@XmP7oYtZyqp1> z_E*BaOYej-XUb&jp8q`mdg_^~O@~bhSI-}w6J0z(jsA8W)+|X3st&O2 z9vHahy%VG4hWZQgkNWG^pD!q*mjpHa?_TbYhl0&Puiu`AALj2*OuOgU?zc;;{j2If z^YmSKbUlmt$JdXt5`X8ae_JqW9j%q`=`}@#``tM zZ(8@CsapL0klt<22TG7kP$U1o%g-c4KX%M^1mhLZ9J@W@Em}PGLo9E}UQD%E$ z@oZ+jJKx}WUS7;(cF&S|2HQ4oaKQ90syC};?U&AMTC67bCV*uWj?)zH2i3{jLb9NL zW~^7c`e(q{R#Eax79b`#ZZA|ie68QZ;jFy*{>7f@>=t=jYHv>9)sdOm{e5){W_B)N z#PLQ{(9wa7AqEFn4o*HLJwKQ9itn!CMIUP0bIyA7tkAFlXQm1?{hYCYQRu z;eDqR&j;n1=nw4yyhp{JRwHi@WT&L&?Ed>yR_V&w&5Q52v$9fuj_fvuVO!2qs^5Uk zBRM`^>ORM8L%FvjZ^F_3Zc=|Qx;Bu!X~5fAX6~KFN4hPRf7C$ou9Ta+6EU7%_C{1l z;OQaH`eCM*U;Q&4)KmXF2knn|JfFEM%WqHeUgpdklV(LYBz554ci{a;p?Bc?DdV9M z$I*YtALU`0hWhB`OR10AUS;L}aAorGwsgFnI^LSe&mR7AWpX)D^;xb=b{p2tZN+i@ zvjjWY+eQ=aJ#Kp8Q_h(L#`Qz${F4R!wSMr6`T<8h0TI7h9`7w!0dqjpfov>!!;!rw zUGK)Q?WWX^>LF!<>*(2NTkcP@d#8>qsQ&OyqE7d?{;lw@n(=qW2PYTwY|Op2DDqK@ z%Ues?yHW*R{j)OjZN}vVn)3EGtGCVWO&IEDM$OliQ@5Au?MSJ=>fKNFmLhqF!Zv~I zJw}pmv>$NfkL$R=_19|^c`M54mGasy9C1C=c?E{LvnzJ-+0~UvL`hE9=Xi%=S~>jo+>eVrR_mXi~Z`czaa5 z%hcoTrL=!_j-wnv!~<8#w_?C?JrCY|c>9qzNTh@Q03}01;S=ggGsGGX zw$v=Y>s^`tn%BDp{T*iHa%amZen7t(E%y1hW>3uC&o(w^kblKnPcx3Ay;FP7N*46j zm=u06UXlgKU+VsW_aJ!xv0>mJ5c&tW(x2*lCC5wGZ?Fx7c>T2)v=8F-`5_+Rhde5u z-gmA8gZHA}?QXT%{Ixx|cl6gj6mMqmmS@GidqV#Hy+5IE;mr}aI$sT!$GfWUQ|lXe z`-Hbc;A;E)dws1L>Z!zAv%`bl1?I0lhI^;nR(sp*t<}94`n#Mguf4eavP<@U=fd@u z{umqWiTcC)7UWfbY#e>*a>d1G>+<;l_8Rz4ou8`jP!A|b%SqkY^H5*T zzuw!XqOS|^c-SK-Ptl+08F2kEp8i-)f6S&oHuIzTN~tgODeNZAM+)=F(Mw@@1R%sxBgLI%ii(OpVmxYKja5`=o5sazoBn{ zqrH$$k#9!^Tt9z7{&JALB+Wk3`U>6|Q-1K4i|x(S?fc{SMLf!dcSWpE6#KC;gZE6# zM@{7RZpqsN_0iW)$zMNz+bi>jWFJ8uYSMfTdPRSz_KcE0^jnIcw~w(Mg!-h`cbG4% zNZ*$v`B(Kp>ipID1nbY#^~=Y{5BNv>Ddj_-Bn$d&0wsMFP7i*Ozka>&pS;VZbH48K zf5N+5+g$1X#l4&qs`!^g%r2{U%;J@8t>BECO`eS7R*0ZN(q+n)F=rfh$A zuto83p#g13&t2>i7k7LHlM9pnWuzb2zXp_o<*yrf(*0iWHAcSQTbh?|+5V1N4iq!W zH=@V=Uer^+zXZN)DMO@_Q2BmIX4@NM-g@5`YEu2P_Ic$s#d8LumfI8wa) zb*H*lCmt^v8Y(m=f>twb!Pnlr{c}(_&LuSa>+Wx>-4MO# zeVZMn>nOi(>%s^%p}x`{n*0ZOl#q~=D_@0#-8KVlmK{;w$C>?`j8fmH;@lGFj~e;2 zo#lR0bRT&5(wp|%`TN$nEqX_u>(-blrI`%(_d}*#7$3U-48LE|@sMl4;0pE@(<|i! z2clmT1zg)=`kMy#gK?gik1C{Te^c+9!{~m;ZAXO58+hefTUD4pGLJie~IP&x3AAK&o}OB{}rGDAh#$-3bxu6`bKzr zl0~k6eV3olXYVuquxzQ3NA)8jq~&b2X~B>vs|9ZV2j zQvah}!esx7wK)HUq=e?b!U`~iqvVG2k8~K9%EYW10!H-*J@le7 zp<7#AKJHgyp7^!*F{=L8^Ix18EI|oxhQ z$nvk*mFwX=VGPCpxx3`NJ=>%Wbiys|zgCofjkG~@{$qbesL7swlqaZ>Kieg*Uy80` zo5XVa{P@>-?{C}OF{DRVPH$9xO2eoJx$|A*=WD%f8TdY{uZLjt#`Js63+bt{}tD+?vW~^t{$E zrPY;a!Gq#QMR&9QRJR`^)NuSD9p+j6Mo2G+|Vnq5O;}{xvz>t|$TX!n>EVye2s|w3vQjxA+PNV`H#6spTxP2Ro4%Vh)y7=v7dY!wt6KF zas6K4!G%}>cG>qpzkH?z)fpu>tUuDh{?W@1GHOf-Atw^b+CG0NWW0JTN26WW`1->o zeAdQXiD|uGs`~9yHj+xASVR8*>-$8i7Jnb9Kj3kq1cM1`^oL)C9_Iv4&uLXw9gP-3 zC_Z69v7C2DjbntGn$eHm1U3EVZ#6nz!1{R*#Rs>bnQ4&Q%Bn)GUq?Pb-!8QR5-=rPVE)GyBSv*3F=OJ$cESNYdD z=X7w)?y5$ncTV4y(z_DW_TO8t zcVdv;#M?{Go>u)kH9Vg!Poz43v?Dqff*7X~D!&h4^gb5z$E#|AYX?|c?jM}8HDO;% zvH$HD!j1Z0e?L?2pT9k2)PbO8{_|?yKUoO>vf$!?4@bEEo_Ks{mnH?(`NODuc4Da8 zgWf9z>`#Se9gyzijP@4uudo%x{qtcXo7gpVq92_JYWknKOt~v|=+@QOcGo@bAFXTm zp^l}h)nuSI;verj(XY>S?>oCtMqLSFKSe@qd!4#2*wfePVV5>=e0STrcU4Bo4fQA1 zAJFT{{kpss)1#bUl^=yZ?5AJ1>`n#rBB+s{Juh>{2|FkDwofV^%jZw8MMG+jovXet z?Ll-s32Mf_>&a@5MDI4U2Y&B-j;}xJ#y|Np;B^f~$qm~N>0m$OU;yDp{f~56=!bs( zv6LR;U;mk(K9sLJL5=<8ccaV)F>DE2`DNXC0sFJf#&2%UF0^5k+_3(59|8H*-_Pz# z84V*-+3$F9l)vw7GU0xK2G7*@dHslP06~rZAD#EwoZx`v0o@Lx11`0`eU~ zKZgIvKU;JBllbhy^518?jpqK{E8JKU^J#d02Ku4&V;Dh={&c;(AW>{W^C#p2^C#$y z+8^mqe?9+3^j^CA;fjCS{0#Yypda%ILQhL*$kPkY1>ZFRUD_l)5FqDSvcH|RY@urZ zj3m0L1R*C9Dv!U{LxxuTS}lg#kD2=wDi{1vwO_o5?stON&y`U5`z(_J>y5~nd`GBE z@#)5II-ZBA?;}Q0_&9=^^^ebl?eB!vwR|pYoD<6JADh(yi*r0z$Ny-e8$%FsDxvmO zE5!*}PYF}*2|i5uSC(aPK;2)@oRKH+nX{POA!0v5-Pv%im#Tb*%a$T+&^;I zxTWQaHBamNh#OFrG4+L{OtYZO61u65t;h?W*^WJb~yY5`>*0 zp$Ti#-Qe#7Fn%}w())lQ?q5WIFmE(|{{8$S9V2!P+fPZS`e)Yb@5z+W6oQ)iuU=gv zLiDXys8-hcvHX2RgO7GCN(L8Zl-$DdRsWQV{>*AIy&LVnVO;Cq_e>*3d!%q+H=CeFf5g4X5-Qw#Q1_1Wj2OOu6M3{yc(uQ3F-mTlNk3*0)ad^NQ(TA$ z`9Z(xzYk_4fAB92y{w;qjp*A&UTRZy(E|bFNAKTd4)HygAm$kf-MaO1lHibG&u^7_ z-r)YF;(7$1O7cj%e^S_wxOh&*8Orbf%>Ijd{)`KlD1QO{SVB-^zx!Rv5+YtNmt*Ck zi`V)0xiWdozIb{BW1#-K0}*t7*=c*#fw$+V@1tvd`8G4Bt9pN9A*EkLP$Pdq zYinH*AJO|L^dIyeiZSYcq(i^z*Pll8`u!LE`rC-Ui^2ZA5k2_FxEk3yN2{^5>M(@= zNk7&T)U=;_|CEp7>#5ghYFMhs4>$lsE7=O6POUW&6KjfR%@rQDL z*8UqP!EJ&X`KeoWiH{gJ*5~=Pr{O{tVxY#OXOYk9%;EC8k?4*S)X$%}^SBjXbnT9i znL2EL&a(Udt~`#@Zz8&_1U2)&??a~(!u5)mi;Mj(2%!|;zFd)F?sY~nLQQ`3V>3Yw z|2~PIK8jnPeYx9kLo}EF<~5siW20*@N}lHS*V|uzQAS$`YV^PN!WvJ+zg+4&nB4F1 z^N)^Ud;69eT*cz@jowFFD!;HFhROP`94~(x@x7fO>}(13Us>{tXg@pehiUsn?q9n= z#<>L@OTo^e4iLFl9#`e z!uJrgA}9g>3v-_fqx0N7c5QMr-#?o*tmofDhpGPYcTxJ?1U2gqQ+%~V!IRd%7{B`U zhf)1ue_{Nk)&5f0QuR+-*B=V~3GUxkuYdMYz5NMl=0B^lFOtQq72n=H=y60iN%581 zH)My;4`+m$_S2681U2I?YoSw*#O1X9K>MY2{b3|OM(vOJ3+=DpzdlHOA0eojzg+`6 zd=?YjGUP1MVZVU*QH3(r9{pw*qvZc@{^i1#mv|)L{2KMwpI;mC|6l75K2d-D{CkuV z93u!lA)&q(W_}iZ4|Mm;^l_(v{Bev;wf;u@pLkaBb^F$leEraA`0Og)%S$sV z&QSmQO%5KGZpc~z73El? z$c~&IavezdXzU-a3gPz!d|wTEC1jB6=wspa`1}<>bf*Yv^p~ym+GisCQ)H+3^s;{n z%jX}QpJDx$*84A1EI&V1&d)0`grBA#X9#Ng-~YyV7`DgaaRm$iZL4Ey4|5?4{^E$EIzscj4 z`>*_!t~Rr@e1G~rBI=LtBZB@q{RkxpIh9cR%=HoktHnFFe2R+T_Gi0dt`#!Ot;qG) z4WbJnsL`M7bJ3SVAf3NJuVtk37c%EfH;L{RL5=R;iMdq8={1C)L?gy@5~z0 zSY1DbQTkUZ9e%|L_qU4yk$0z6O1LlFrqG%vx{dDBPxa4um%`%+>ep{x)>gARw#nj-%`>WOUIL&p|Y@2}h^x^RM;^;2B* z&;-$MmCNR~bApAM6yL1+y@1x^T^XT<`UB~5(GNT{M0f=Kh$4t_CZSe~UVISG9WRsp zWUdhP{AW!t3!Nb&OdOLyA8!}zJK+rKlCU)X;bKi~2de%D?o%*!{T zSNQz-{zo)bB!-}7{q5Pf^L!yFplGFu-e>v!mo||Jju~n-wYYqoU!h%<@mtVhdWEf^ zK(s3!?h?Be_P@Vl86tSNe^ccy&71M^A5wTc!TbazkT7V#Yhm=VskQQ)i{|_H&JIJ0 zc79o(>(57&{y9PPvxLT1+?6C?{~q?Az4ev9Yi?5SKRqV8X9O|NNT|Gjbcp<8B453K z%qK+ml%Pg`n`W(z67rLOV#ts3eYg^gl3Un*CaypA`pYu;Q_qk7tNzs6f0mUW#P9Fu z_itWML%bx2c9u~0=3}1GvLeJ0cAb9z#Io|$_WL#dO(x8%`ty(1#P>&nn*9r}E-hw= z3)k#CvO~K6If&vXmF?(OFS0Kq)bxgayd{WwN~nLiM<2!4r|cd+y%EFjKgYFtvU)@5 zPK=UUEI%0k`u&T)DWfEU`uWGZ&)YJq6Qj9*?xK^caBN z`l9TEGAFoy!-wSG9ri~e(Y+&>m!Je3c6k0x{eQs`dJ&ExkSwkJ|EuE%`!aQ9|K_!s zrR85Txc~ZrGD;?>u^(NFM<)sXuS$1dp$E8s#VZ94+;S<@lIuT9>kqvoJ9v>E=v&Ia zoX#iRY3M~|{HW`f6w2rmK@I;t)h2xw7SjETS`=@Uepc1pC0)|Ue^6izqJJU#w|8cQ z8p?ljy1xVd_3QU9lu>pPNDcp1SB@qKk(0U<4ayKLRHbzO-x_rLJVllNuN0nz=rPWu zVE5fklZEX8V@em#9?tETDMzlvxBslZU-*aUGZH=aIi%n?|MqW%QuKZKQj~7w&0e#o zm21b_?;C|@AbQBDIr#X44}$IH@7ETO3g+kMTk`bwnA}mlKl7dF(-XaB{3R?Jo-8<% ze_rT?cd~z8_4}SCqJw>`slWg2h95=G0f|wo6AudDEBBJXBeR>S^S_b&!u~@4>G!XV z=)LIvAMDzubpMa4Z74sJ4E*aGm5=)~u*>!Lw=z-t;d}=5l=zeF4=3IEb6V|J*gxo( zU$bA;^^<=7%u4)cBM3W3;$QZEu$#_b5Z*~Xe<{x8*Qou_PiQ~={<#r7>W_BS%TEsC zJ14;sD3JEA6g1KicFCWzqsz2^A3ihXn^yk~Ugh8?(k=~~x5}OS^a8e7ay9cu{y$i&SG6L)Y#YV;OFNS{ip^$| zDs^i!@QGMW$VqZY+n7& z^2wfU>M_}q-pxMjH^MuZcS6f`XYeEm9Qi4p;5u_pd$K1+$+5l?A1^3|q~7zL9p?*< z3XmTBfp5Jd0li_0hyGZwD)A0%DG7j*UuN!k2Kj=2#KY4WHhz_O8}bwbPhB>gZ{(xU zBOab^e(o7f|F9e7BR@R6UcPtR@y<1Su}$(r-Z9jkb=i8^^P3m<+~X_tU&V@E+%xHL zsk_XcH}&m_`erb9koQPl4?Gk`{3-IR2VC*2S(T^9!(7Cp{&=vdv|mxC_cW`2(5lcw zK7RCU6&-N6(z^^@m2#t6GvtqUdL_$mdmit-Ci~P^i`x-ipSO=954K9UL=665U@QD5 z3oprF!NvW4wlfAq|X_5#0h zzS2MNn_Kq$>(1^@H!2QWL?6I?@f*4)1bdXapnp66h2BY%B)ZDh}v z^;tf1g3mn}Hi%_USN+@=6mBsyLlTY&z$~s4r*-1;iS`8lN_l$EY4EIj8fFC73D-VaKGPF17^*HhYM7;h%2l!Py zXSL$>LHnbAiDpk@r(5#+!!sB1*FSX7>qk69NZp^RzJmOsKFAjk@n?6~yr0|Kjpda4 z-h)Crs(_TY)!o(vvWwEXyF-d0eOCg=df=#+70Zvs~PuP zsEoI!eEfmm)a|8u*3)0WR?@5Tfc97Dt*Jhidlo}|(cY=YKRl(W@{_v#Gc)Lq)AD$1 zNd2qMFYv65c*r002g-v!OPxRZSFLYp*^_T6?)gl=L6Vw2SwQ`8kuyQokB;1vCdN1F zpSnGvztS`0lUg1y9^t7iGt*xd+tdS`JjCf4}MbjS7xT)a4SNd))jhqB1L;A3mxSTSPo~H z-!VV^`*?snfnJ*5PMkcJn3$V^PksB;sXZnv``lp+p3IT{-}#3;pg)p@E-tHcHO(=M zw?}Gvqz6C1)$!)#dAj-UONNrXSToqeD1VeZzYpQ^^hUNP8ne`%5c6?QvS@F3ng)*k zK|3hpu@Y||l!x@Gah2Z{a(gx+erj{i>CnHZKgK)c54e)Qy5R$R80En;rh==U`GI3T zM?F&Wi}75F!Lu|xaUy^4hyDgXdK~SAc$ANFkzZ;Y`Z+yA_&*uS_gg!4I9p*hFtYb% zmnCztbkQN)UO05EQ$mkb@OE_yJ=B)tXfNcy&#Q4@D<3BwkNSdt zv_EjAK5Bm|`Kk6I;!!{S0ge8^MbXdI`1nEjXitncB|o)&^f>ARhxv0H`;Ty zY@auy`9DQ~J%sX7*C$>mCwo$dXI9lyaO(PJ=AL2EpNI#J@=<>U$9yTx|Kxc$b-b!? zVecaz`W3i7|NrDk^`8v)hy9=Mq}nF*UmU5n2_-+O(&0R9Uzt3poiyh#uBW>n5GsYN zdl2<8R&bz=!2F9puQwH4$M@l|zl42uG`9rf-p-2 z$Nn5;&+ofQ^saYveG!Y&JrrkRw6#OJf$fjaWGKgI9}nqJj$RC~zgU41YWDGM^L9!U zoSNK!=n@$&w4(B7d)~djWaCWEKlbNv{-)W7_uKFAS_z7vIV@SP~i&Tt=E$Ad}N5PeR9n)dVGTknPFT7U4G+xHI& zeiYy1SeyCRPK{%PT3CPSQWX&>%ZJXK9`{Rd&V_!IlDl8)mmp+y?m9QobX=G~^v6D3 zSm{4Py@!*V!f{Uy`AETjQ-dTwdZQj^YEkGQzlYPcXjttcK_eKES6{6^uJg`GuK^6e~Z5Z>DcprWWlkF)90sraZaS6kIOeSNx*lW zF@BVL6zV$yBl&N6{&DF10=Kyzt}1)3Ok3BaA}`;Fp4j`3_b@^Np(m8-(t($c^EI45 zXzTCR@VRI@W*xpEE>;*xjI?m9`!R#_AWn~aYtZ|UBPqF0jiqlyyORgfEjt^@-|+@d zZL;}&H5X2AY5k#R_0u@+2Nfs&P#+1E?_u>U?rr_%?KjSGt6emqKzeBwCX+46Vv0mJT8AD>zEgZ9_Na+!+QR%2A0;rR8- zliTUsvRm8_#&(a*-ghR{vY1{eCy4hyw(n5BE&V8s02K!HYLFx@*x$%u|GHSAJ%tym zcdJz5FE9t8Ta9?`W=n9P*xe+-|PwhoUUe*%5>ukx2eU0%3S4s z#20=~h>PlFxgRP2b(59`azvNd6z$F>E+tI&^X1U35C_S^WEf=!jn#eegT;eNbh5AUnz*js&vg8Ly3 zM2~is&=9vn_|9{9&U))2t zlpg7z*YQCggiA{p`L6{*jr|!{Cf82!^@>)jvh|1-a8K4Xv`3+mZ6Aj*-@ z;FALqgh$g|tgmGc;eMEFADZ9p$;RQFzBbV{Ac%QLLgnu)+m3iJXMAB_evi6&wftK? z4D{smb%?GmLCo_K8ssL~FF}cQ@|V~>gMTOc`JbzfC6pMz>5bZ-vNbiOA5&#N#;W~Q zkHYH{)Yy+9!}q=w>`8w>uA9mF!y(P(qh5ObZN&du13!+A#5c|dP>vMb@}9U=bZ|M9 zxU$1O?nf`;^OOGN>egpOW@<=38WDsYB%$^-W}X#2=sWMQA6HiFy=hYy%ijT^9IS5@ z`^}ai{J+-Uh#uvDe{8QKyfOV~LJ;c-3H4n&;BT>a=lSnqPK0qkh(|Kq+ZPb)#3;GN z`U7%>Z79$~E}K(;#{OheN+t=;kw?o7|2=}=0~_Ht%l`7qMqK`!h^`qy=s5|Mza!v4 z^EcLIXF4^WZa1Yar?<5Ip#K&9SDjIDhV{pHRM7uvy+^;?zz3^rVGfHk) zf4qZ){@355Y(p8j5!C44xayChg)%$d4>B5#A1<@Bz^H|%@JxfE>GqHRaL_%GgKV2p4Y**~=N1L01 z9mW4uv**OJDVlqzx(a+FoRSBnys8{3cvG9e&|dltn+cqf?|5m4~%b3`99_LJQ6(U zJ6Nzkyy-hwpf_qiykkQB_3Mvblu>Vjn(^=7?(f&45`5hea;-mBFe)E>qWrYl&!ETt zi9)aTzdI%9i-an4_X~V2ETwlu&|ed5zn6RVtSUpYwDPatKkr8w^(UAg8B6=0E#sdE z&>xup6+ar~8Il>5Z`6NA^e6}R4?nJ?hyet>2!c-u^?y71lh`Q0_3>Vpa3M2wV37>X zTa@TAhf#9VK>9I=Ammg+9j#9l$CjRy(O`m_ z@#CIrbgUTI`R;)1w;%9#aHrPf%vJO^%k>}l{F(d>p#(z-Vw^~5LgYW^MbChj_g5Xd zBfx$dUFN<==!m+ElBc=;`tdW2G8#@0dRjsg?%#VauCBRkm4D7)ZvWpH9B8$-sH(q> zVeZE!-T#sw3G|qpr|nI_iOQe1tc=_1m6Le=#}VB$f*So1G9}`J;N@7P%AbRe2)T*A(2}7` zx-=Zi>Bke@WP%zH|7gGT9j>m@$UM&eE)pF_TUUVkJaGx zM&k$V5Bbx#zY)E{)(O7ezu3`Tx>4F07i9lI@He;ZlLO-Sw)T}>z7PkK)_;d>k zKQv>NfblUYgLD8sd<5@5%lJ2$0x18;m(o3<&%+s^hWrN__)+wsjHVOR?0@;z4tp== z?0xssz}|PcAIrS06YYHuSU&$0Ci?;7N3kDDFe=V8gMQ2;h;$O_P%Gw>xO14#*oQ9y z_&dam*B@OTIG`S*PKc$m-M{%xA>@O#jd(_319=ym0~yW0NqsoVtwHTEytktbR#Q_TKL zPcfMLft_;n`*G(5mC{^3#=n03VZ=ZD5QAR-9kqqT_Y#7T6A6v?Tkt|yN$<$eFJ0w# zWa|FWBBEPN5a}e;wN}OVLh~#hg-X4Q^%wkFu$Y2AN!r}2;a zEB7yoGURJ%`IwjV<^M?;EhPv!kx<)%?cdY-=LP=`q+)+oVU*l({30FtMOi`oea_)cvCs6uy<9#(uWyQ}%+m z(kJud2T3tPV~Tev^5lUX?W6Wuz38vW&&IV?dK@?>}0?fwt= z{9Vqb*5V3}RX-SOh;A)Gjr}0|VYHd|cj!)^dtClomk10_xmt(U->CnxHd4OBi2h6K zcNpOZ9rB-6KZHuPV)*`ve*Lg`8R)Bj%6o=AS+ezO0Nj?!-=xQU=ff7*Ua!u~-J z-#Oabse=lBt|HX*jNPhQG0s9GR>@W7E zb*z|q=d)S2m&Ee>XNBhGY;fSR<@*QVAMK*wzd1k&4iVJ!ze&uNB&-~AZf}(;QM~=K zxYo)z>V;~5_!Hehf*9u#D!-#|O@0tjFU5~)DT~M7v5$$t=`-Br`_~g6)L5V3T7*$? zhV#GCJ9?x3Q_4~OVBz@*%0EIsP7#D&Hlvjq&l0yvjxW3`UgzU4U!D848wIHL-%+B& z`Yb2m5}2?#Tsptl8@ce$NB4O9_g_)izs)N3{QDTCKdI8;SAzNeGwKihrS~IwoKl}4 zSRB;S_?h(ajo?G)f9O~EAx1qdYd_VG6Rz8%7$bV{5B-_e^_MfrALL)}$JeNQ@QL!3 z^D}FPa7*dYe)|2d)09y#LGUS|vLDRg#!Fk(^Sv%~qxd4uFY>te>&*x?ouMBW5swJT zerwY8xlsF`YqedZ?~q_zr?Z+ctM5?Nej@|hbb;tFPfDoONw-IWeY(Lu;oh;_e#?9^ z_-_96s{Iy3bms}`<=2_kFS#jRzkWGO;pYhEA}9gP{i85PKCjdHV_M}8@~?lUV`=}P zU-bLGM)dh;{{r-B^`q9E)?e7y(67HPQF~n`sIkB863(8Z?!C?ZfGGE0%Q8xCs6UYo z@}JiFgC2H?zWuLIf|~??=>PoIR{6#J zsocM_eEu`CKW`DgAu8Ya$HI6KiHu`?*j8z zAH!_T`n>5J*1JT@ym#^sV6UXdll7iVrq^d#c`=PmYr?M|^k8o&K1bgA>uWdb!N!=~ zFErD8o5@VCU5j&iW!Z$+Vwvgnb~lz)x(~I}W-`OJa^vOF^UW7yIUSyhAbu@*J5jEI zmSorD*YfIiE}my#m`$eZc38G4(^qEx`ge!-yBt7Im4*^SBGS+cfdF_$h^TzuAzT`{{Sac{!g3-aPp z$16_`UpHnRj#nEqHk!QmDEtfbdbKR^W5@Zxc+^kp$>beEX|Ec*JSDv~Q`Bfndd*#l zDfMs8Uw5C7uX#71@{$F}ALy0#$j8$IN4o=JyejdkHxm6d9Ox_bpVGeSYhL}e7bU;+ zydCuA1Bdq%^cVO_oxdHIXOxe0xUMm&;)nPKJAIg&RG~%J26AsdXkY!ZS}DI2jn5if zpCVuI2YLlh&r-*y=k%%hg?EQ|0s2mfS6^czAB?Xdvi|a6qoe{IJ9x0#Ow7$z!XUXqaH^4N)c!$AI0Ye@68`dZ!WykvQSro10h>#r0+@9hcvrS4yA zhS&ZIf7aYS0It{XdU}1l{@4WR(cb!Fje>6^cLX_`v-$MgQ}Kr4#Il(gkoq6`!K|)^ z)~v-}`$L|&eImmH{s($(eHJ+{(wB|>5*^h`o#;1eo?P8q;4O~Cz5v(@`eWaL3<%z zr92ykc;F}x&mK`9C0@-R`6&HYntN-J!_D5>$h!^l2cBAfk)OIflDa(*5B-JtQ?FM?P`^x>-iR-@{vUfUHKELXhm7rJ3PZspczSR6k@|&vunYnx_^qFbCPrYm!+t0I* zXJP4o*7DPrPg!p7nZq-uXD-j&o_X42_q1x0$un=8^q%=zph-M`^Q`8Xzny1+*0U>@ z&h&r6`$XG3>Hfw2gcPdyp9pGdGGQH#^LOl%NwxO5cy75+N|@fG&Ffg932nf9Pjcyh ze9~IJe~oo5_II$)A<@hJBSN;7ee4w&C6uCsS+;H8;ZuDPL#tZ0{xxyG6ne#neW5y( zA@;c>)X%>C8!@opx-K`TM+rr#{EgM>U09#Ake82rNz}U_7?bwjDt`K+A!FO!XZ5ee@?vGnU{}!P3)U$_V4^Y41FiK9_n7}z}r}U{?R@CoHLPiY`Oed%0J{23K{%c zMz4N{0E!><*w@9mbqPdB@@M{zmMKm-e=JYouchb57tX7G$n#J*&OJ5tuRAHzE5Ve` zJJ8#7ir+s7jQrli?rzZ**Wa@8L-=>l^b?g4J@%iW=k)$p(5{7k zEA{jbgno0EHw-KB`WK;wup_AH|DbFS z?+6<^x0u&!hI)VK+obVHpQrZZ{a=*mN)kjnN~kRVnF}t6A} zez`5tLrx`BK7aDrzVq3q27CDXr_FO~yqXiyicxYC&I>i;9#QiB^Nd%IbYDt3?*C)_>FoR-#C$5DZhv^+7Ciq)-VX-_qWzTl!JK} z#`5n_6?#x;a*k_GeEeWuszUS{{S#vC@j~3YJSt13&EW#{)Zo7oE(KO;z$m$?0{y`G z5bP)^*!B4EcoF&w{SW;GdL#KoI*d!b{;os`DihR{@BMyWhzR|S`2+V?(>nj5d`17M z3pC644+(_)V&Q^%Riz&eKl0B)M}8D@2Ire!Hu4<5KM~ujX7`snEkA!U8b6lt@6Yf5 zW1$89tJ9BK2vFg$J2^u|XF9({|10fZiOXLNN)P)O_KXzl|F}koaAMkp@uB#IH zH6Vy~mQYup#$Ut>1-c*Y*6I@f4)*SAeG;QrjANACP=6vF+Fw6@94P_L$2I!j-Q)Ww z@oQ}Nsuw0*6pmB6M;U7NFFHjnzafP;BB-JF?{@IB2>(e~e<|~4F@MvEDCKTS3pl1GJEAl4^4gtl|R~)}hSVZxS zUli_pG`C7`)P6zd-E4M7tQIB_eKRxtoB2;Vw%*4-IRET)&s z2`YRV>s)1Hyd0-*E+;UVS`gIOuOYKTUW!+HAB(?ff0y4s>XPwY&yW|Y{b*GGXXHN# z^UsDy0r$?-wc+Krq;gvk)bzjaji`45{Qp2NWRSl@+nm!Im0!XBYC#XLSZ==_$ok}@ z-$#3k=^dsvUmDtI2cN&fw{7kivXycAHpF)qf>;kqs8zy*c;SfiiH2{xMREUg1D8%{ z(xaOC9V=&|Yfn(4zkEx+2@vCS?|%o<`(MoeZHdm6pvM03i;Z6_bfEbQ`xD1DJZY6> zT`eyE?TF5WphkbRd{g9!7(nlTG5;y=e=9ReZYaM<2mO&&`xEj5dcFJ@^}kYn2)BRr z^G^q2uronT{o|_N3Kg1@{|2lJ^!`&j5?v>Pu+t<|zCSyH?$026cBWc^r&r}?l-%O> z``P?qRDbwi#rXTx`5*1C%wOvGH7ehq{C9y~8NYVC{%+I|qX=T2l2G>g!7H(@Rgul( zF2@R&C_ZuC!Qrvv#xO!n-RQ?af*SqR&!+!o(NtnZ1((b*LN$ud-tNkP-?w$)^531p z`x4ZYZ}qj&J8}85FLxVmi00$BdCex>*l5-NV-KS1Nl+s{_W7D6ip%Lc>d%yL^o2mEb z`xBi9LCrpjynhP+1sMN|{{qYH|1jNmJPZEP{)cM6r&a&P(fp0^tJlASsNN$8YT8eJ zKUsmkBZ+;jn}b|O9}8Fg?|2g3aDv!RlTdm8tLXg&8F%!%%I`0)u3#UswPp)Geg_lX zFoGKUFR1v&SiXOP@u&D-YsTq^5ZzFM8vD=3Doe5m{|gvDivNYCjFKD5uhIB1(w|-@ z75fwOcOBXOY+`Zw|Gs}?x&3~Q70l;;R0 zA8GX;{qOB(dH)B~`UCbuq`dwp#fV+gc=|DcAoPTUGLJ?nqFvCY-+^z)o)3a%tg3`@8b;ClTH61U3Ed z^RQj0IPcHuC7;)c<^Gq$b1XYPv#aIn=byd5qv8zfucQmtt)JD4GE*p{sRT9SFTo{i zk~oXKZrx$zC80UR&n#FdHh)BCMyO%=9q9c{4kGA2cwgeYoE0sm51QP-wffOhLIa|A z8}c}4=J*br-iN|x64da|0(vHkuZt8Dtd7U>_X7`(x$LO)dv{Jho#E{u|IFV4_14W~SCjYbwTl`%5{szT2czfjNSTFVbb`FKl{gK}G zP1Y2#_4M>1U)tSO->+UA@3_B^6QksY@&o^km_PLX8;#n}FGtOw_oc3>`wwTAjtp7V zn3q4F7+FA2GkzUrEPN#_9GJ1pp3wW;e@Ke;yDAMYtM8|b%C{l^6`230%Kj@HdHF{4 zjcEK}U4i$L#I9)}{a8d0>ud>Ko$1meaW9?!WT$w=eyPO>HEjR?s{c_A_)_dg)qY<> z2_6xIohPBP{kA*%xK2kB?+dmh0C7&AioZQKm(QQRM7M{a2FU)4!hAYZ_`cz~aEJzM zzZEkFR+T=Zhjf3^kF5kX`Xj_=(|aK#*Iy;7IEC@|cW%L}`_0*-p1&?7x=jT2Sm9K)+oXD1W(w!GtQ2fQGgTppIRNp@> zr|=a7HRIR)`>Zcwd^N>?Vk3%I{3mu~g#Kdxr{nZ1DWf$6HRbyjx${BvYQARQxetE{ z*ry)4GU~EzfU3V&5#4HnkaG!bStduQ=y7syk^B=m z#TnM$&%l4Y(fC!$2@0%D1>)i#%3nu6HX=ZU^82gm$!!G``NaY?tdx4VU7s@wfj%%`tMiQ&yWkf{cO~J_1Eqk;Bh!a!2GG#|9({OEd({= zM_zw3+P}sA+d8&zawJstAF!VEKiW^x|D_luHzyC3#@7J#f<~`u{ zukXrUdFmZj_b+x3!A^phCnPkeQ{gD_XZPPwj*VK6yd{Jmj^pns0^XF~vNes#M(~t86HTDy8+mbB!9X_~e?XBAa?93Ir#;411%7d4G zfap#Tgq%yLS7zH+f>V(NyLQzN5hhangox=8xjy&f^!^lnlwc-;5|H=L-Aq{*xP8AY zbf)k(8xJSmH1**02Pymz!7KzN;M4f;$Kv|r+Kmp44B_jKk~6+lxpF|Azbx&4*fq+- zh{g=X9Ht*f2x`{>q(w9X%(NBj4h)T7zcij5e;PtuPw1U3BIx~6|EPW{wH=LsMfduoa^vuKbPAo(FpOEW6*4A<^)1V}m zU(4iA)&KhQE6eDAet*X@`k(7B5)jils<&qR2Q@$QStwI3$I3+)uk-IeWb~MQ@$?Aw z`$0iOcb1^0{cN2a-w2)RMm4BA^di4MJhpj_oD24;{#PvHKgbdDqW)o+5&b3F|Abz~ z{Rv{%Q2s9%e1GHuWpsrg%8}5xHhU6<6VctP&i@|E{SW_RCtlt0sHU07P`~OD$uT(3D-yhc7f7htqHwkLyPoK$F$)ewx?o%7QKE(aMUX%8} z+ZOa1+b<#hE!-Yj?GuJm z{8pdJDXt||`zMUT?-Im3E1@A_LthJVT@N2g@jk-8-_(3?u>E?{{;w?& zOqch6n^{b+kX>-BMD$tdv(ki`?$eKOf*SdEPq2mm&v3_*6#wl;yMaA-rL}x@{i=+A zb^qI_|G;Mn`hkbQ2#=&64+&zNNvPG@JRgODx!%;<82f8uR)40nx<} z)b`)fp&x|(M_)zQp1&i&E-A6HT|$8^4LN-j(M1!)IFnHM`tQ=pp_%+r3jHU26f|~W8gWLXFq6gi7LAbL1EyF0e#r$Lb z`L+AY>im(`{d@3<_S2XD81+u4{J=ShgvsBJvMV@u-0+Gq!U#&2<;=Z@pZg8s{r?2v zL~lj71bj|O>-Sln4-X7$9?QR9w5-L}Z&kbZ=k!l0eKJAHM#jwk>$;R)QS#ZzSpNOE zjg=yo&Ml_upJzn(iXi4`33YEY>b;n6X}3(yTcU*;6kj5wf%A}OT^XUK=kz0je95B)AzejuhZl|l#(0DAI`r} z{;&C;^XL0F`u8udiIEQkp(iBN_s+uv;aG6~`Z=;c;QqhA9ZEUa?Xr4)^M>dW2x|0K zg58k!VrIYBwp*Xy5lT_K5K*OUm3-|Pp{BR=<8Ok{lM*W5Uvb-Bb>Qte>ifmoU%t)E z>1z4=EtG@y!$Wq2TiX8^fBODUq>PdXLeEGj8$0x)@Z|loBPToD;Oh_n_r1z@b8XAV z&pV=fPY`k{q3+{5CWyA1om$R3e~GU@{F9cYbR6A=QF251`LFNSd|s9Az(No3_bb5# z4%~7n)Y9VejqYz)*8V~K{hR*b{6}htjHGySp(E;FY!>T zUF!Rv6iT0t=rPYo!Lt8M57+Mn9$bj!=a1h4{qmU>G~xaCiRix(#5kAGxF+4+2vunR z9eQbOjY5U%wiY=3XQKN;5a}dzYq!(q#CEiQkdNX&%likl7@>y!k93e<{rkhOl;9tN zC`Us5w+whK*mRgT!Kr)*-~Vykyl>F0d^I@#M*SCeaMsC^Th8$L}i;sR}x&Dna zSigQp1*!iu`p2tF!Dr%H+JA>#jQw}aQ%3wFd*~1S{;8$(Xn+0wNqS-=1HmFF(4?GS zn&|t<;J*}oKiN|L@%;htpVs@g*na~5`um@mh>^?$HTI|N#}*%iVDg_0y@vVEQvT5# zSXaTZ1;UNmAMZE8zyAK15k1O*{Rf9m2+u|p$w?6Pl;XYidB+L91OD>f5F5(x51x&< zvan)lb^j?l(d8hh8UG0`VV8xT`?3u?TrY_GZ%!I2` z>JRxtzPX5Rd>;sMCdJ!EyM>8!=>0Y17w;E|%wqk8eD(IPrTvHg*Y6+w#Q&q@<3n`- znIIX(_g-weRORv?%)AfGs?2A_V#@gSi5hXWrtxXjHRlz~6=Z)!X<=Lh+N zAH0Welr$^CA*lm{11-fNSZnUk=sh{KQ|MKPNF0|P6cy*?fPcj6-)$p4wSzd-;T-C# z*B45A+3FnXsSd;7uoC;kaOkv5em7o|J4j32KGxh}584I$6bk>=yk5W&kMxj7)EDu< z_3u`dcsO8!13dJv9WU?S>#I5#LivE0AB)NkQin26DWI*xG!`K{&}zwwni*<3jysgx zFL^wS^z`Nqw2;pRa@cr);+6i&#~r|>uHTOi!{A`h>`--M18?@0_8rQYJ7mu&a)@NZ z$`X$DC~w9KjpXCW?7u89nKAvlH#iWxCpmOH+?lL@7k6gLzG`Rc4>$mZ!$jx@ z=tqnYq|P|4`XMZF`RU%^Msr{Ywj$)7(Ik!$Qo*XfO01@<)3k{^|ZrmAf==#(K&A zTAZ1}zY})=cvW@)EO3565B^uk^HC$t59C9c?;Lsk6^DBD2)Fq`zrjJElE2#i;9Dur zft{bUD0%Ar>1@1t0PY*aF6L?2x3=Rn;aVF=!1A^KBoB>?WgejqkcfV{vI40HlqE|U#KVK9k`NzR+buvJX-Po zPFmF* zO!IdghV%+O=4!R z{?_c3Y#+8~`OE>Id$R20pfisdZ`y@HUtzrmhvJ~beKM)!REG$IXyPMT!|hV zX%Z@5@NgbGB>2>Z2w@vB+UwQXQY$;D4_vTuClGy6f)e7WY^MqA&GphpgoteMR{w&ynczsPv&N z3tp3AliOd2*mjp;BVp(8?6+fkPvA&~4UxhWfP<7WYPp~@x$22_bq1&#)D?rO?4P%* zpC}&-zi2nj0_m#o=E2hGeBQN>CB%pWx*jDv7C!cznHi|j}1Yz59GldU%LKN=@o5|qFs~? zx?&vksVyG{gSGUn>4GWbM}I&C2ii+eh8q6uc-`kLgdFssf8byX?T-T?#fctzPDY(N zbdO@o$`+nwnjb7Ss6E{p)O&GQ-C%Pdx?ueNLA&3rwJT1^iJ8=%)a$SX;Vlp=_6B%`s}8zf5O z=zYdrZi<#h9KlzMlBcYO49`e$Zu*dC>Yh>+WrGydigI)eAgog zIW_Zdz97G|a$oz*x5C&WieI&K^rW>5e1!ffN8wcnLQZ5f^toSxG_SA2oam4{;(}5@ z0h@E1hY#kI+*F?aI3YlVPGy!QvF>z03iH#=abM5nN^uqCSD^G232MfVPoE1gA4dgc2Dj6ZxRn2S&9BsCa94=_oJ>!(wa)c0zTY}5f20wnd!go z*z|H7^w#zt>|}iCSWAx!n&=lC5V4kCNvB@$)7u};lu=EBXlEI<3vzfNEz7*NhI_v- z)|cX!G;ch_|KXUTdz8!^Nq@k;u4&O9ZAAZ9Bf9DYAty2#v36Dh z3nmA#m}j0uKXy!CUA14VYyW^CjEnBH;7!FD>JKHIdO;$!{io1B6b?%8A&v5D(Vsd5 zHS*7$XTOs|&mEl+6njTFDET}l_ps{8>i0u!qH`e#drn5}3jFa*%6EFh?@2pi#08gY zzYX%TbuG&&xs~--518xqk5T(advAA$NxC5%Os;ymB=@dh2T{H&F;bTx^sJ2fwBP%I zd69!gq}y0#R-Z%HR0jn{<=3nB{7Q*;w;0;V`+1p!9k$&?`9}1_mT+*Q|9-HR9`?1e zLD5*0k3Y?*AWi>ycJF&na+qFl`N(&wgOUZCXq35kaJr(ct`J_e+7-ssvV$*AJk7-c3!|5MH9R7{3jOt|37U z|8pA8NRadood4hEV8*)syCM!K>*c=*)w?M{*eNm^pX*~H^K}Ybyg7cKI3P9t=-`fS z*J_FOv#xxT3E#ii;G*IT$1m&;*bn*xa?L5DRs``qBcpa1lES5S4d-u(y%He~_};fo zXts2EBTmUpE$B~61gOxrl+$zO^*?dYuRf5Vw7;r9jM~qr{;i4MHY(rv7vKEGYbkzc zX#Nj<4~y}WGO0kHmlZijBBS!{1}YBTF#n%UrGqz=gK;%=>cc4qbJr2&x1|JL1hxI= za`gaV{qZ2EDc?6kSj>0df4i~ZB{y}VKV1oG>_^{LSE8jp^gs;OZ|cwkG0@YUiLMJl zjsAUVnJ31y{&F zF1UieJN@ZPP-FkuWxF9e82_buu4kL}GS~+_lBCb~s(T9g?Ll;&1U2@nLz?X;rQlJ2 zW_+=9m2hy7$7TH1N_SNIsVC9(BB%ku!RbCSf70Jrr&08`dO+X0_6rU|z4QkZjp+Yf zf92%hvp4((tSBQwpZ8B2N0b%L5=?NIdthh!viJA_f*8vlTK;eI3+h6zqnup{ik2Q z8b}!pC8)7KJl|J)%W@@mF7ZB3D1%;?cine3_f;==3?jN;2|_QKQM3Kna){ICbVn}; z2k((7IHox`3a@(Kj(dqG2CE5H@|V>tLh>^>92peJ&-TDrpI z*pE|k(-``L{Gq4i;P~qa@$3byUt^tY>(FMm$Jg-?^UqkKpG+_ZK^Z9PZ|PPBPk4D- zT(H~IvDlsZ!K(flN9o5C)aZ}cB=@sY*tu-KTpy!;zfH`P?c>gc%|-b}{RejN{eT0# z2>*@#Od^PWmQl<4=Xu({f&Nw;Tsv|~Zkj-UCKA-Nf3WMdL~fCDSyAy>^vPgB{$8X zKXVDfPLR=Bp9jXXvn$(Vp6GB|>>uT&2MSW#f7vO296Tb_Q2vZAIL@bxmJ!tOADZlV zN~*Es^Ud1FV_12LA37st>&0rx8P*l+&#c0OmYe_&S>t9YWwhM5^(-Ew~_dHC;I z88}mYAaTK}i+d}5Q0@PfM7M?@>>L^Oyk0MnZ7!RxBlnLM`~Q4FnLD!w*W{Gkw2J<$ zCaBThzRzbpWpHp0y#fdKsU82Qm$Lp*T9j{X|3R+w^Y2>XdmTaT_*>HZA=^g|wxEB1 z*1;C!UqAmD@jpWMz>t3YZXmul64Z?UopqcO*;aD!kMW~8_*Wk|F)E+3HR1b3S-*7R z2)B+tQg?nSwcig>PSP`XL6kb<0&8;<|~&G$#3_w!2rV`eO&t?INg=AJ07H-ZH;DKH2-PJt@Awel0Wp z=BY5%LBmd>`-7n9CzB~;>XP@&v;V>KuiI`H^Z)E7JtI$dQ5`H?ns4n4z7Yy>EH_M7wCVz{<4mL)j_{vzZB=ht|^%QoFa&J zmQg>?jDJf3d(S!TIJ2Ggrua3xhsAZx)r%8qD8EMgKc^|9GXypEv(JK)@&luhEkYuP ztz_6ADS!FcoSw6K3jJeU{Y|ENlz(TsNNX+sw&@3M-ZK0ED@Fu?ogTf(_sES~OFxeE zKl)Fv|IbrKHwbFl-?S>^5gW7Ktx||%q&R;cy`jt>Nk>!%Sr>@z3c8$NPjNjDmzoQ)3g$>OfFl=jagj-d$fhM0cH_rvDwh@+N-wz`XMPU5Hb1!|{i7;7j2@wf4J7 zoIld&;4{?+>Hzdw!W@xU1DH@$-(BYN-&`NPFRgx{e*(FFDO z)1jtoH?7?l%Ag-4chjOy)rJfCiy*qY1RFar%Q;ze2dv?u%2_x~c2; zkBROHLA0}sIwU-Zla$~{)(dn&k1VmFZcCV z!r6AOUaz)%RUf!08{Ee3(eoM{`C7|A^q+qH>;+}?k|6ZD88z#F^nW&r*FW%URQ?{i zKZ9|tf8g4P{y05Qhe^ z(4TLJ?kz#|lZ;v(=*9ja%3o_ae_Tk=8}SeQhxtSQz>^WZk%L1cda9PNAH;=iiby2* zks#KI%;>Sz$t-s1s@XBFJ6TVP&tjMUYMl~2ME&1UcoIR3a~TcT>>@iZ8nhwryy>f1 zH;Ok+ZDM~Ut@Y=(6|&$U52CMN7T_0MII??Bf07BJpJX(6p4W3Jp3a{`{`BY1joQ!X z`{@Ifn?g_{KNkB_2@VwZ5B2)jsC>%Sgna+2{iq-RM&e&gCLOknmq;_3|fe3_M|be{FI z4STz^oshpT$cPk|=KDYP!h!_J;Y?@yop)D>`Lmk&f#`{CILN-zpMMab!dGwR++`){ z{tD(#+<$|fG-|(g2K#qL^a?vaeqh5odiDOx9&)&WYU&-l>g`vze;kg-yuTyPFF5u8 z`fl4E_58n;<%;mdp0v}VShX9q@!2a;aAiqG!jt3J@4k?3p*!cLWoa~yDHGb`v& z`jf5iO$NKrrcZ$~A>|r!V#jLx4fTQ}J*^mY_RsX|Ke>tTd;}rqa{E{ulF2asRA{cTi#tRH}{pIblpvHt#%gWvob2fse@ zqDn-p`-P9==J87w{XL(rvN)(4!TZP`Bv%X1PU~MEXZE=w3&MTVnsa^T-)tM*1T-2H`H9JIF=Pn!& zW;TCt$qojUb}P=Yeh51TIK~6~dmtYB-3o3ij+^=BdKq-zX-9JzjiD!4oYrFel*v6F9z?_4lq(e-UqS5SLxl z6Z|3`{6Idq#i6nrpCT_OFU#9kIGDu!Ueq5BExs@ewiF#HnOZ&cjk}>l#g_1 zA2_T=`@#XNf_LPK{8Z<076+9biQn(X1MY{SemJj-_Ok5X%MKB-4hep~#gmy*pIjV# zLSDch!ofe{-E`~oxNnGf(8EEff|nNZs^1@l{OReH{;4M%o}s^xzy6-vEX%rO6W&P{ zh=rH?Q+t-;d1Qi4aeYL4D)jjTj(P$jUMa5#?<-%2=~uOna4-ga1AZ0$okab>AM(R} zC?!1{-oc?;cAjFsFfghY(WfvyZoZCQ-L@%5ez+f`Re68|L_I&?ANMIx zUxa^Co*W2=feJr*2X;1Gf3ILskL}Z9B0F#&bAu#%^3Ilr!P;}leEub+BY#5Bu z%?{;ZR}0+Y(62Z*57(a08*%W3@u=|kz|o(*%mcDf1u-8h{FN5v0tf#nPwzlg z-+xH2uP^iq@&T@I4}EF4j7xl;aF|@Bz zAJv`!{w+Vy$KVIJ%8%_|IWv@QHkHpb%g>d8{6VExt6euv5e`dxwC~z<*Yt6UL+?i2 zc_y-NE&5}3Tb^KXaN1kwv$Eefgsma;yMBHG4t~)OjpBSFm(}Pk9D2f@L3;ED#v|x~ z|9k(zf$I0|1^GkyFUVg1R$kD4$*jHQq351r{?wnV$VB=c{qb#oK)%G1N(YK?fIECK7h`wtQhf%W^QwX*KL<2|f~h)4S(fBils%13$n zeMCi`s&llzGQO+vXBK<02H6klz8%&fl=-!W&{vpmQI67ns{R6hh{yb)Z!bIuf&9>a zpo6|eJnE+(AK%Jf3j5Yx()T~~jolCJE$m-(AKIjGv!UI^_g*=t=V7ipyNU6j-zNaS z-}0l5Cxw5teNi9OS6_c69`;T$n@#qq(jFbf_wotLd0Tf;AI08jBXG38k{|f7;V4(% zUs%7ze6G~TMvPz3>GP{k-%I%34(wb&*0}Xaex3L_dXNPCV7^9vO8uS1e2)CV9~@SL zAHDscZ!gF%@<)F9{((H{<3XpCuXj+d$L+-U0G*Pb`XB?sQ6I&@@bcocKIL7&yP)iE z*tYD{Ws{aUdS~&@>YdFyyLXNjnZ4~=Wbn?}BCU6>Cdk7(w|5oqJgvR+HXm5+eU|?x zJPo(_=sm)_rngHA)68YwuCtf5TjnS~F!fPJ#?N)*^;AE@r>T-S4uUbD~RAJaL3y*fQUYM6XaY!z)ZWt;f!+070s1U>ej zyop}3&*z(G^BuNgQnKsm7cnf33i=x1-)g$FM9`-vx&{O_>#Y8_HlLDKIM`LNdlkb@ z&^lz}N`YMx-^}EcTr}A`%X)j8j1R2{T=%tC{KpL&#xx3YUJk&`y5^tKVPb!K_mVHsr|9f zkbY;uX@L)GaFk<2??d;DAZPk}Mn?2XIiW%5XUvl*AACXXupc1DTl{Qir+r$4W1j=- z?ADe4^XKf~=N02z?`I0~hWiDs?eAE+mB+56Ux6}Dqb`DezBp$z*{52CPDy11 zeG$qC`(uz3Ie6#C#_`PWe{#<&K6XQ<9{)OMEV7g4@Z z{f*A)K`%kRU+nyRr{mm2`BkU@1Zd_D|GT3SS%7Ky{L0CypNHCSU(E1X(pI#;GttAo)zJI? zo&7Nzv*6=`W>=!cIj@E7zZR=~T|FmVmFQ~_1fMb*du`Ht>G8nEGiuF`5%+YxpU#|q zv|2+>$xYShPj!N@<7L!ugfvs~sufkI*5Gr(PwvRZRkP09TS@S5)PDYLT%1gvx5Pb% z_F;Q^7av%JQ*nm#2hu^WDC>zTeN9SGi=bxwga%xVlbpy;0_?;!WfM)ia#?@QXU<~h zV$W)-_cS81EIm5CQ(+FijOy>$=KtSMp$lbHm!PKoo!ZF$$+jLZRAKz6Q^HSb%gA`w zbk)^|-0KjXD?xn6$Y{KW-Frz14iWDpG;J^=`;J!SI3>5b{V{*&^_NloQ4Yo*_7@Ni zyM|GKrvGBcH+mvHBtJ{gUy7e4dk%VQ%l}#auNe5ruTPA)5!8%7yIU9EOZ@-xb4m?~ z??wdi9U!CbCD#2d)n74D?NTGk4P`C%;3CbYWW7;R?bZ`4H=cUJGJ*@oxY`Exdf%ob??WPpo ziXilijM@b@_$0-(%2Dgd?86M}Gf7!HT#qO+gi~@;Gy2nQb zMhp9Q*T_d@T|6pqB(qk2MZT7MK6wRw3(BY^K~4X?>D%NX!}lk~AKn?U*8coo`3d;Z z_-jpkwbH6zt)uw| z^J;46pa0D{LDf&9et)GM@!cL3Qekk9I!Ti0N{$gz3an#mC_Lw|KMJ($KaeAtk^DI1 zELQ07r}M(k#?|@ufnMEQt)^GX33Q!91unImALu9OJ5YE>g3!}4YFU2?_>bQ|O11&Q zPm8jCp?<#@)gSj%Ab)y4QJsnJ9t1VO;^%t7U*`|Cejg*=iORU&Vf4^B9vtbq(4X!E zHRI2>M4bfYb9H*Yl#^j%{!&url5yC-GTkDy+D!jnp-JJ~r(*uNRG3>r7#R0~o6UPRZ2 zpvHc(Yvgl)dC)s6SSP9R_t)uJ-5UscPonEhP&0qW=W3e5j#OSdyFh;Rp4qrdGn+1} zV!fYw2YM$b3+1o8lT(EgYB+x?>C|_+aGnnIed&)EL5=)%PR#z4d3+q-;Az<~@lH!z zr})X4?pyC?7UkgkS=qlT#u08LKidu7DeF%e4Irpl{|R0@Gl`x3bH=e^Th0jncNPtg zyZ_Kh^q*1rO11&Q&zpY#&WJwVz|YS>;(HlEz5Q}&N7r$kZbY++G~qgB%st)FVT#~? z5YbH{sQLc&Jo@yWl=g9Wor!Vs{tfb96Km@cF`5%<8ccu25!A>(uirn0H9mUyQUi}@ z20fS4?Qs8I3wn$4hY;Opg0K^0G<4sykL>G(jO|Xv-V^Vv%;qvsId0 ze^apuTO)*@^a3#nfyu#LMg4tC1ftlRkG8O{hljipW;K2dy52TsWi z`5&U&|CpIdKZz-8E*BlY>x8%`eQi);%=UWf{4a##u8Nf&lKD(<$@GV_gpbA==HGU0l#l zpac^M79uDE%R8}7$*mUFdKfL%Z#IuT(Z5ub_3NKXcELd?|GV>_vdw?<7{CKuhO z+ONJuH4Y8iV!>U7n%F{k8);|JeQ_5kolge;v+2(wg1HeP&tHSPC$Uj=D`X7* z62m%D_{U-G{a=+=_uuAF_5BVDKPo+Y#Q;Dnmy(w}(* zp=V{34~=~%d0oHcQM`MY*gt#pBBhM~jCP!o8@7LEx@U=Xy;qidmSwG`cMo;`blv5G zke|70s<$lpM{7a9fEZawuqZ(pSnjF$J=)Xuk8&3T|1Iwx|J63Pdj7zu|HhrjGxeXf z*TnvH|7`I!I?k`hQH&A2k}f_d8xj24Jd6BPLzz_4tM3Fi*R6j-uPmkfA!jlg-2C2q zR;yq@8#|9M@y=7<9ba#5j!^wfEhf4p1U2@PUAuV?mH(fa#V%4i!wjsEkkawl4HJUZ^^^_+Lb{xRI*;&wW3t>o=+0Kf?I=QU4kBzfw=t z&nWJZq_+OfL=Zo(uhX<_s{T5IaDtF?8RggB%I|cY+gddKas-2Y^VwnSmmxJr2>atK z(VZix(O>a*!rw_V{LbcW+Ugp^I?ef4>%0238OkZS)%}O@qd)(9o-(>aP-8#sjLaU& z9Zj1uf-jLz*;v!A4zl%2x6R>>35z)PG0^ zdj0w17)lU}ger72zw-e$1?3)TK8|oB{*`nAy6RMI~ULjCpSKP5(<6V&K$Q}zqL zv-E?NcZM*o@Xin=H$9_2aRfE;&&Th2AkCq7a`0V*cXB{)UHwg_AMu}BdiX;?`7h|t zTY`3okiQ@IE_};8>768m>)%OwN$FpGPw#M|*<;CRa^od8>g^EgPZ4JQzm;CYR2Sf`iK(9Q>*k^O(x75W?ZtW*2_h4HJu|7XNM_(cEV-Za9E=<&`I z>aXAbN}!CA2x{z4|37;svQ?cX7YQzTN$j5}@2sfrq$d*HJA#mN8MVwGPUo&n8yev;8z*GAuv zB6at_rs(c}8I_N6P`>{B{{{og4IjYTvmrI)C^B zKZh+o%Gb=(&R*udXs(-I4p|qJ>venR#d&;){Qda)%RIhs^_Gr-UURsY8E-s;M_Jsw zOy%k2@ey}$IuAd7utH+Gv0O5bx4WbG?VIBYgtJqda_mA|9XP4=nA~iH|hvhrI*% zK}-9z;2q5geERYhmTf~9KGEWarwfOhlPhL(IKO-yot|HSn@G5EfLjY(Tfy=-%C~H1 zB&+He+dGJdy27-9_Cx%)xH>JDas6^DqF-GOw_QqlwLj1vxK4+7vYseS;C}yHFS3WnKIo$Rr?Z>&|R--;gd%dy9e-*B{8L2^T z3Cjz&Cpfl(^3fkC7wwDB3$%y6zZBew%2(Zh>95u3+e?4#MTyTP_|vBc4t~*okO$z1 zM?Dn&9C(%UpEs59^5J{Ub z66JNKhl9xNSqXBBRE+qQ%}3oe1hkiuKin2!yypAP&B#b{%Zm2Z_m94QdbMAxNQ>~B zSq2h6He7a+W!ct7{q)Dw(Z7fXzi78_%d_E+_ie1$v2i2e_6_y@Rz6ag(jQeh^1<q5<&>zzUJ?gKtMYMk<8LP9pkmEVlIi2t^HxFv;r*l@)S-cNeJOLyHP=l>Jl?^=~g^Dpl2 zH{5mU>qlG)vH9y$t)l*yoY6i|;w+7)#nV(Cv717>lL+AIScn{_ZqE(BoVN z)`vCgU%^=?C9uc7pC_3Lo@H~1{^gUcA6k}B@6Tgh9P74dPdRzW)FtveKcDBF>-YW; zn?Uqaj}GqWmR~(Tfc1K`8`@J&9^X0oBlGK+eOddbf3i_T-~DUD%a_}${p#aiQVk5!tFkToa@(*v9Btx@mYS@Czlc1N%J2{HIBcyv+}?#hJGGi z@{ZSyp^jWhZT!F@8_$_;(-% zOA$mm8TI?8=0j=M)|y#tP0@@t@=R;Z1Mq|gr{tz$^rs|2=mQxINci%Wr7gO=TpOEc zvHzH*^~HV@wyEb2iW6N4f*Sb`eYEVJcxN2r=XAua7Tg|&oXM+ zKPF?7|%fD*dJW|ZR z9e$lzY1Fb39P}0GPd$RrhcasM|9rFM-AvOn-(w*ZKgTZjtDX~8`==6x*CD8xzxa#% zpP0|6wYTCMg^BZ<&rbhw>F|B^{%d8Tt42^ee%rDXso-I$Ns*H`*anKvK0Zsw3^N9D zLQPKerz%0rBQom$+lSYz@!)Cu?i`B|=ePQQy4^6nqx=C(>8lWgd}2P5gG=9S5F&-q z{xRy6&$549m=l?y{NVl&>ZP}zjQS7dfL{5qv$eW>_XAz4?|&1+K;Jd(tiK{_Itcpe zR6s3)&=WEm&}_mfX+dO*j0ugdvn3SYS9UKybMXMtel;k(CP7X61@Eo@w-i6a%_e8- z6XO2qlRZ^`_e|S`Q*y)hLpta`d{86YsQo*Ydf@6XAb(>^v8vu zMt@oSU-8y$AFpqFN6=rD-KYHF&{5DEm5*|SUP$FT_wij^)8s#PkD;HM-aPbMyCd$R zd{-)G%BW}g1Mj8S+#|yuMydWUAFWTg z`?0he$PDGL0_lIqh2DRv8L< z{@1aL>{oTs)Q#&xsr z=^YxEcq>8wLjF^GeulC&q5t*mZ{7GYiT=}%pB7X=OM=kTG8&xI_c04uo4s#?zJH4Q zFMm0WuQTpb>iuWIF4Zqs8u35sYUlKc1uiqxU+@2+HSyhrpho`vgGxS?oUYUvzV2p> zxIevMPk~_*s;c_G4bgQb2sx8cpL1K@vug)zqn2Nb66eQ`#-BLhJyHFBb0@mC1cjcJ z?f=`GpGXC>JbzMn^Ih@%Sh<6{f3t-RI3>4IeodwywO>2Rs69cA{;?~zcfqWc?=i@RF~&$vCUxS;o-ayt;z=uf}917f78Yy&;U9Eud< z=i-xrVVhP}5cEdl@~GziZ{Wvj6DJ z6hA*rk102EsQ%Y_Qg|6W6j^BU3Kb+BO z`URx_P`+OO^&v(E6V&LhfJaqB*~Ej#TC51UDfHJ%w?S`CT~Ph^^(DGN1W}HR`sOMU z$I_GkLClNQyq0tb@K*gVdJ)|Kf*SdAT=8Y0xIY2AkkkDMN^a^$fBF;D^uKTaM-SLM z@*j=)^Dg<1PF?@0_hixT6MCU^g zaw?-d_*pdT-eP9|e>$8N_H&K6$BU1@Qpb;V^$!s1CpZv8#hHfFpAiH#^QTiv!6f#E z-d}+J`q}pvFs}9A57zPj0) zkBe{OCBHsxB8Q9)WLT#Q-nPeMNkP?qm`HS!P$3n@vOC+QFmGl53j3QYpDxM0D>$|O zM?-}Fyv1#oOm9%QBu6nu^?T8!eyI6rD$_jm(N zsMY!#`!_g9ms)y!KjYv$=%>-2Qv?ej!bIz*5AHWO8!zv_Q}{xgMTLju9V_H_I)(p5 z5PC*N{oCyNz~0=;?{)f2G`m9a>FkFV-}YSHzn($i+X$kaWi+(pwitH&pV|d^!)SJn z;vc4M7%67xt1l{7!GlwB(`@=Pk6=+m$o1co5XlO*n=`Iq*-)|n=DKO`fa|%` z_ao*|`nd!(`X{!{;bfZs1I71;a`3+#M=?h7i*y+O|MmMrzkfTQ3Rpl8<;bYz{wnNO z*k8TA?w$H}e|{l9*75)I{>K%zRR5Ry^_xY+_wNKX_M^kL!5^jgk!>?(k@p`QDE<%m z{K)HTtvR7qk6*~Oe*W^KjFuAA$gkaBZIh+WMMmX&eJotq-!|LEd(bQw}hbP z`^&U&Zh&-?*8edt=1Lmdte$siPRR}VFHZOO(XS;6ZmQr=CcoA6N;x-${}KJcuVuu@ za)KKBrRfv*SayisuR_11v%G((+FwTU<4OD1*(v{asocNzEmJ#V$>Gsr|7pnY;bDU= zm*iW?t3SUi7Q~&tTKc7iw z2e18D&?7?FpL6%NsW)Z==ak&A|FHgn`CGsKv4%2QPZ0C0j9SiLZJl>w!-r0xV*l?{ zyW0<)YOC*8t|hv41ToLZXh4tJFD2g$dG9|Rev-j1?v*oSWc}PVIVCsbzct;z$M|^~ zAJU?mZ7!?nm2v`Ivr&P{_;a?J-st_zjg+rHL3@HSuoKVvy`m>dwX8!UHT$I2v)BFSZ*UvwjiEax)js50( z!uBJJC;#t|iyc4Z|6TolETOyTVpM-4|L;ch@IL_krR-m(;Z$AIcKUOapl1GcsMs@( zC4Viy=Z(C6)R5vYhdyf1)kXDRzJtOK5Y&7>2A|0i&5lgXy5yRD468x$HeGfsFEp>c znE!TC_+Ek-r!s0ee_)$Z;_pl6W5oW^ew%T>>^|61(EmYny9i>O$f(bXdC!?M`JYC; z##Sv*uvT-%DY@bJLpsQn-hSRq3HA`gJR_q{=YI{6k{tG3n{YB(>|gKA?B01ro$8#D z85}xiZg6K z+@D7K>CayojUS~P)qj@$`|ltza)_Yb{;hC=O$ukhqWz9{+*`EJscJ%gtt~$@_ge$%aaZ!zu8etcj# zb^M$rzAqE}g`f;9_RA+)|13t~rH)T|Rc60>e&Gy-Um~a(fA(S5A246qe<(=t%Kn4u z|Mx6~UnHoRKga#rJb{h!37O;(5hnD<=RyArTV1Q3&>!cBE`*@QehCfpif7&dt>-q5 zxhVDz3y+w!Yk-65|Mxu6T_6ZKmri z5A=7Ld>7wV+o-;OdX?y|5rmy1qrQW;zZUOLLH|~_ygyY!$d7gWhluk-xQI^08TLQY zq5pqw|42Q5pHL>&u?VfoT137if(hNbO4fm3qRP5Sem zpl1A;CcKDe`R2a#ci0;#{0D!%nXh$+LW4#7-6Fb(@9BAwGRe}@9H+L{-FS=jqIlPL zr%!d8Gk_Cn3Zp-_32Npq-m8Qp&5cN6?SrSNA2 z^AeOnXfN9&=CCYqZI10r80?>VRq|{ZokjIOX~aLWgI-qjzdJ{`5q;AES-OlYd{o$v zjY=%b@VK3mpnpyoy&$NO-}nN(Vp+8c&UTZEMu_k4sXYq1WLRwd`N>MOet>bch2F2S zmVYIk`u>n||E&TC{VV$OnjqRqM(sA)e2})2|3Jvk&-xF9{HNA_#`^=%OZxLOZ;9{3 z@A;2?b0|@AruB2!Z_4_48BWPf@$@Hwpl1H%y~FRy@0Tj)7cqaKe45S;^*72v{Zngy zJSF=J_KSY~>>U-5L=bW!qdaLvv^137-vj^p`-4XE5B^cUe*eZgdiDH{e*R6S0zMEd zgaYODx6;xZWga3*V+Q zHNDL?QM&0%UAhMBSM9e?6rPFbHQ!IcJ6qh5vR0VTrn~7DTS)2NwQ5?VZ{Go&P}AS^ z$A;(&Ai|{VAA3vFI%jKiSNQL>?Ej^x-;bXu{TJk;(#LO_{!t1({PM2DnOm$9g%?=S zIzI1~RvgKU`v2eO&zyq(D`k|9_=ld6gL$z5&n3@edwv-a7|JS8x|w;#4lg;fg`oe3 z!qXCcF2ZFHJSam9^MCsH?Yisli~Ey}s=0OHBh>w06Vat1sI}j+ReZ({wQ$Y(vLv{M*lb|LM5;{+AK|=nmL5O9PJ`Nl2*25pG1^T(|$Eyx*5g&}SsRZ3&{C<@{}5 zhr~+->HaRpuk!wIF+p!s{{LqEKz+YM-~O42?=0W*Z&$6~M=5aQqo}5tuClJwU?a^B z=v?h#HUC(@hhEa}KW3$J3jk6%GO*m=t8nJ*n7Vh)i~HAIfAI->wm^M9ARE!;BA7!* zzmx87wW4s`-=gHE?4Tp4S%2^x;~dYNvKE|wy4Gg#e(mNkm)aG5)%_cz{!@w#4yr=s zpH0s1`1NQTPN>O_%FRg-^PC(X=P&Qy%;B$^w;Og|*l#wM#*`gitYRw1zqRNt@tW8|Z;eNNAC z_5NI0^ZI3#`d0G~`yc%e`ycf$M&%YKsNX+o>bS0@W2Fdje`j-S>sl9+)b($p`lFm| z^aqY!5nh7IElCh|vN_)Vb^!ZC=Z_)(sXc#;av;B{^`D~9tM-Tf`|k(-pJg9Qssm_u z*{EB&((Tv`$9ddQoH*W&-9`6w&cLiNjQ`XH0SqfD8=g?Ql=#b(Iq(A z8SM)_qu2{JO^Jv#e*L(zAJd4xwm97FNBnSIeG3VPgvbx|`xdtq?ThxoeA7$5cb}mKtvkyO zG-u2H9w)5oBpk|_=!g7feG_lP%UnFQY0)irF8054_t0CH?`}8jW@8bL{!q$y5b}z0 z01=P&hl9p$76-ajMgQpAzl7x-73c5959$ktgi3w#@o#Y(j`C4oC4XCT09{+~i~Nut zIO>OR@F&`bB5+?8@!)5|)Q3|J=5E2^K(Z8_%TnaemGnm`4jknmKjj=}DdDgh`J+9* zb!ciQ#_PBI7w5=Vp;sNE>hC#1o{%2r=r5ZUf~PY%9RG#nskF!!<-y@2#*b1S9QMK? zv^qY)kJ4Ux2ZZ^!;y{>lfYR4L5{n zPinQrA*nmHPh*bug}z1p7cK4SCiugBBgCVAC=a+^9u-_|&tew&YDMkgARL%O9zhS> zL_gq&M>zNa-n&oLCVK;9N9yu>3ho7{>v?qiiE#lw`dR00|&o=h=&~q2eJD8g8Z19v*+_h!XY@u z6ZiqHKi93q+Y5)v3a-xA*hg3B9rzhb`*oxT1WI$|oL4O&FQ7+x+sR=ta5#un>WA?P zdjR9xnWG&bPiPM~;0CTgXRGfYj8BxOKi3L=5wFLU{%tNE0BA?^7aX`M4!K>#0}Yrz z@IZrJp5bsF@k)7cK6gd+|VqLT}66%=Wx(Ez!P8et57&wMS7d=5zGtxALU6Khlfy zHS|D)Ssl%~B-{6dqyK?}4p78XfKpyQUO+Y%{U7|w&EFgSUU+jjz@BV*0HCjMm_Lbd z=nwsQ3*dVFhVckK6#hza;L7(>4L(PwOT3oy&i zT@O)DrTyJS{I}!JUW`|ze0yPEfG=e{RQS%Jw31$xmv8Hb2SZ?=eD8oB`9nUwrH6i1 z9|S;prGM1#MTBD?4Y+<^4EhQ2D|&3778BWzFQNJJrp4iUU#@&Va(;*IML>UTw#*Mr zggvP6i}7W{mGRp|H@`RvdrnF3DD)Y|JNVJpAK@4;iUWGpLAHM1L7|5}h5k!n&}ZNB zo2=|Z%7q|*<@>Y?heLGmgZ|mDY|^p9$GV96&-mthDj&a04(l;~^y|_XpNLoT|B=0! z%wSKTeEmADLa)jz^ex&A;~(_E5f6xX%y(!HK(m40EG(Ve`8dP3x`|+aFjKtxfcr<3E1C*V!fI^LzKOc&`{Xl-3WkC%!9C zZO1Z>Zosl)4GPd4-wHi^_7e;1;Syf%SQOht%bOWiT-{mt)+|vzmaDP7qgnpsm3k(y zPqUThYu6Bc@P@j(Q#9_!u`G(^Z4JG{@!OxIiRV`}SaCa?wI=$CORwjN8aZ9?Z|(9e z>Zun)Y*&_~`s=sPW=Q>`?=B8!EvS6&%Ufm@>^5E0AKM)`Hl;s4p0CrK==g&X4BJC# z^SGaCX+K5KW4qgq%GVzsh>ku#ws?+67E1BOZV!3U_`Q1lJTrx3d0Nwdo>j*rN!8ZQ zyRz<96gy1m8pyAIhi@3k2{mP*KUoQCmhb&`7JScAo^PJGtnWGDz9Y>a?rjgISKW76 z*Zu*n*(ra#Cxh~h=%Z=-2=Wn@V{p>Y7}YF7zUViM2RVPs_F;6`r{7CDM~mYh#VYN- z$iDiB_BSd&aoj*t#$(ZJ1~J@i%%5wWn+)OB^6xS!dz}U>QnAGM!4TY`%SXA-&5T` z8P(sMkNJmju1p{D@&)~j=pFti*QfnmF~0D=6Uv9a!0`sOhaB&>cE}bfs$qEYnqs%a z^~HsMFX)zE-aZFC^d+|a&<}Ea#Mi8kq^OtU`cK^-#V{@xzRvpB%tG}AJ@hr=HSHgq z`_*HXmE1p}{Zs3{``?f6q!HyCwZBr&5aB*Xum7O0aO_LNKacq(a08Bhl!Iq?*%r*szId3J zzR@LCp3()+m^Cr%i+X&aD1|!^gdUVp%k^*nQ=RR1-d!ceZ`J1odmosBFQNpe;;cM=c~)GXfjJ2JQuL=ZL5y=5_37sIxAgeJj6)@}pJz2GK5drh%A3aa zG zf4*a;toKj!xq5^lUGU7H7T3c&3;MD|P>!HRfALj$KQf<}CED>D`^EL=t9kcdZ&N^} zHEmKEJ=OOQvnkoRS;XAL(FM z=;g<#{wZ{Q8G3bMDz7gqqf8S$@V8y1A`?{ueK1_Zxs?5HTr|`p^;w)&%jsGp*Ai~CeK@<{}lI;l?1(Y z<*VaY`JA;$C4GRnzN9RZs-N-DE48Q|u*YPSPb!wgu52&0H{wEwxPDOX#+SYO zpL+cn+k#Y_q5N$(xW4E@8TBQoY5!209dw88)rSF%QtqRU>K4F^RzYfv4 z5ybb1j5=JpkRt8*Yw@O{WiPT>L_cNymB5>QCUZ(|a-~0Y2~si(W_JH&+c;uP!jQWR zcG}Q|gKCT};KnJrVf~R#@MT%1Q0@PEl%PIAjsDK!-sq52u+oJhxkst)SMML(Tidl~ zZH{~)*9g$s-`Cz=Ww{pZ-10F>eSW27VfS+BW~cV}v3h(?EJqUq*2%x>zDd7qWF5VH z7MIG?FXJ_!@RkHM^6y`+)e~utY43)3-}B6eIySt;KRLG+oyaM`vVQ(C$<@<$Zd?@iH-gZ3$R-_AF>aY9Ya z=udM5sL$2$_b8!1-HEO}L5wpQ^=~P=Pm8@i{Z`+T zhu9N}ztA*ueC{JYoKRC+`qPe}#{LQP$#Pk`M()e-{g|JgFM*yls=t!0di_kXA98Uj z&QSi9bgKT*&%Yj&Q73{L`^)pscORvlr&!i&Wdm3Y#b>&BXUmd$YW+JXJ-TX=}dfgA*h*u{cE4OD#f-L(_p}m?d&eaFJ01nfAK}b zg!~xwU%;$}4L3O)64%dX=KgzQTw23fA*$~Fh6R>Ph7q12c^mV)0fbdjaoDgyS_Tk5U%l4!j z!6~_E4E-6802R7Vuls?SYF&)1m1U!FpYi+4u74MgP~B&YrS#(nYQA5BYun27`J4M} z*)WT_Qhbj3wMTv!*jv=!y7o7j@SSd!Bj1ajoU${Nzn*J$_VYRzDxUAvkKf-YqX`7{ z<0p#T$HIQfU~wO-x^K6R|6t+%E4BMSxITpOqj&!_iTIvIP@_M5yVHYeQ^%u zJC~rwehcut^g@cH{p&0guegt>!U;7T|44`O_3OX$D8YP!m}h0w{q&6o(s^>fhwsu% zKk0rC<5yq)0xEYQL5=*_Wj_Bx!u36j%TtxIt)F(JET`nDu77IfzclS%qW$#lyMHG} z{J@Y3ZCU4cQu_4~Gf%v}BG!KoY;=$N9G&|9`%(KD$)CbbfSA8=91?6Up+CzBrbmRl ze!Z*HTPgOzp0CnX8sMX{5W31^P}iL{qv(n{QuYM zrwUvD)&0GE6_e_xjQ{$aP~pCOGX=m-lTpv>J?^lO(L?PwKRhFz|EgWradXa#9fkf{ zMRcnPVw}mS!`#B}C66?Gii7`U(f*S8`RHM7I3+iff2=>EU-j#cYbc|Q1U2K&VP&D0 z%>DTI_m5AW7VC#wju-SORY}#~Yl&_HK@I;ti+_K|ynD=fH*(4m;r@JCc){PBR#Csd z*Ad-%f{+s#^~=8Tqhy!wYwr!O{aJ2`H+5)W*C|aC4%A3~{#WN8@Lh-N9@dus@9wv9 z3jX~mqfG=g?e97A)H{~%2hZP7a>M>dy8os>)cpq>2SvU{?T>Vrzx3DPesF!b#TNDU zuv2D}DNjDn+Bf3oawRz98nz+o~! zciAJp+sa@0PV;H!%#(SOH=pkI$=ioB`82=H{Yi8>+?IpAa@SjI>VBZNi1#gcqGbl= z$*-BO1Eh@MS#!FqtI?<%kCwChSYkMTn=r4h)5ETOmie^)m4V{4_&Cey{RSdm99P4# zA*P>7=6Uc%7hX(0Ze2NJKXH42ZC~IxZHs!qyhc1u>mnYE0TmJ_?T0)i})yTx~zxhQnMRZ zW&&y|xPxG(Mrw)+OOo~8=g#@gz1)6%E_~{rmp?eq+?g}y%$YO$oH^pQzN0O{Yg+e) z>n^-JpkG^9*P^`G76iX2FXWBe)O%EGlYvA}TL$A;)n+|zvo_=W)nH?6=WRRt34Qro zy*-a`ktD17(O2XL`j9`uuBfrB*y0{OUsT}KuRGPy6wDkv>T^X#e#BrtJ z*p=%?Q?hPrDD+LFC&CCrpTH0JMYwPOTb*MgCNWssy->f$>h$tq!ny z-5|Q%uUTUuer2Mf(Gvy=>xBo;*F~IO-%f;$`5BM3jK@?>(j7J&caCB1sx?u7(05MH zj{2tTd1+o^!cqVa*49M0$i#en7-8T(6ifj25MgK--!jjU0kZ22$#kaft7zLwB3 zm_1Vlppl``EP-C_>Zb^BQO#(LSSw{Ij{34|6$cSvaPW8e1(pg z(ci+l9Q9>f#&i8DFX|uGkUW1kAup5@?dPB3OP1eFl&>WJur75F`TtXY54wnN|8(|M z@24FEzu*VuD=9zJmo{D-mod<9Skobl`2x>Rv$jHeM1K$YaqG+=Q9pM|SaYI((X6pB zoh~Ua&DxF2x3-WE)?Bj=((UR%QkL3_ zf0tdh6ekb9nvmTyb&J1|?zj1Ht>>XDk}DycsZlLr zNTBvOC3a1e8NB)@R&mPhp0tZkCD#pqomxCDMXV0Ls6KeuNAGB>L#$e{tBzejB{TJO zC;sX5nh%>D7Q1^_dU}kX7N$8j!>%b-mAc(k>%z#pa?vQ4s*z3hiQCP)x&>@a%+#ju zW~&?QPC!n^-F55+U{$QEhm=#3pGeWexphWWl24p!ol*A386jT`XOx}k>hMRC$7#*V z??a~xsApsO&F~ZGb|UH-&JDpoFu<;t;6<6r1|L^yEv=#kc;Ly?m|8OzGa_d}dq=;8{FL}0DfO0=m)B#*9}d^V?c(n*xi@Hg z%vaFIZVYY(K+hF?^>N_dTbd0|pQ|}HZfS6i0ewZep=S#I{za)5$eeg|G~Vg5+0X_ z{&VLr9zy=5qp$5wVYvt*X88Ymcdi@*K6brZ(FgSNN>Fvq+ImK%PJ^yomljb(;r`;4 zO)e}F{5K%HrUao+N-%zMT%NS0+lHVyujfcJ={WDqiHbERE&EvDI}x5cL7o1ox7)H~ z`gFhgJV){+{JRsEMASd_k-&E*JXeCyM4!IB2!= zIWP4gf@`Kn-6-xKDd;z%?`~j7gV8y6ewR|{an(rro;vStxm9z+h5XF)C!+ob7d%tW zOG62NiX#5N(?b}@nBfmIIi2^QjG7SC)nDHB;pgN#O+2k#H z@67NyThGPq0OR=QMSQ@W1s zo4zYkdG${>e#|K7@o6Ni|m^#Gk({~|0d!25X5+>1bc12Q6LBTR1BP2 zd$05s#h;ztUP=e7FZ{CtN8mxn)_5P_>e{3n_XU0Fz)|!m@vuhchtA^|y;Jf=lj)Z=> ztf!l4Ce}Hvsoc;{%tMsVs&(e%kGxkDR?d|0_&CeHSLNNQv7-EtE9#fBvjK;VPDRq> zv{4U!dw50ME)R=Hi=W?HyIs|W5ZV*e=?_bYc_vME9ov6-=4I(J#fJ?)G34HD%{hHr z`reKp=Fv(}w5Y+X*Gsb4+Np8c2+~1_!PR2UJ!`jo~ z=U+AbMM3-tAM;oxc;lxhKg;&NJl{FmTXPP3qida!D*}B){hP@zk(~3PUG+9NH#EcN zY#kD}d-*m_>DxcY&q{{;jPuWqRPJsBb@O+pnxE##H)AvY+Ebh(VSGRQaL)bFn|d)y zZV99xK?HU3+jhvr=6^l;B1@buANShu=fW45kY6Xl>r4>sTnPqAj}_7m}8);#_4EUv`kNP+2zZrg7 z-u{W3?X=tBF+YaQnSR(?&<`d?h7;83KRdE%sdVJTw=*Z#yD06XcsXc;U-bK0{~to% z-yx{$|7YyqS0ry+JlAfi?{Q(BHlR{M8vAMlqvWRg59=J1-{>5#H)S-CpichhHto%k zPuJ`>@ebMFhO1YIgAc`CRe^&m=arXSiFwlwJYkk1>5={J5%|Y z^?yT%Za6_Zf(od&`?cM2%Ki@$GsC|Yw_{J9Ik0F+z0%WXBImpyV^)8b>#ZHX z?6_L&zsE*+bh@|gZ3g@Z`VmR6A|e$1`zG+ZWNCl@$<1}E#Op$hUbubwdYE=Q%#=Rm zhkZiZ>0?5z00uI{=*PPR(aw~hby2MY600$OZSefP!n$e5Z-2e9G`@uxze`IW^}>(O zwEoi!ALBRl(l~yPAil>F)b&5H6*eTwF5|Oys>{Qb&LINdjDOGp|Hk$AC`vGvpicgkef;yJ3uGPOO7Z1w z)-|5NLjF<>P59DK%SlBR!V{Es5%c;MgY9B(wy z9Yatze`JYA^X2gEmpr!qdO+N6>=1joR@*yW7$rAt|2Y3a|5euW4<~Z&3BBOXJv$5f z(Zt9H1d+}bY?FUUwl=QNmnCKk{qL~Q{c>ECyO94l!iyoOoBt)HcF&epkaZRGpIcYC zFiLJ(exyVBjq4w?`ZF8<%gGS^R!_~Bax+_Jygf5pIHwyL z^h(5LKW+bO0^v;|Xk5Q$ohi59(c4d5w^+az9+9T(ER*QRWP&>Vw-yb*FU5K_Pg-9|bFOoEhudGHC$tm% zo6&!1eAlAB!RIB6|7Tqv&Hj4sn+){L@L?T+d7bffJ~RCLi5-Jx9sfZBzF)h?>9q$p z5cH=KBhv`#_urzja;16yiFJ*3{($Qpr7geN`NIs#D2||Be|sE!DsSJ{WpIy|v!$67 zA7!cIbbI?KMnTKR^kX(bv{NOho*#JMZ`$z4?33dB{K@e;$1-ng)|JS27U4tAO3>P* zxIl6s>&U7Uzl`R8_=|*ni{KN!l<%H|>AS0W zF^}FA?RP%mB@ooL|GeALx1^YWx`ofKT^Hvk`5DUlG;!Me`4hrhN>Eq-NpBCzmnPHr z>re6i%PUrDTuE~dy@0+iCa9Y~c-L}zDnAWN2#iwpzuHrL9p(HYVrxG}LCZq=v4|k# ztOV8hf4$IYuUlQy#Q2xo+y7&?sUD1yo9d4Py{?FIefO*X%Zr?9l^UPZNfNIk;*oOD zUqV0P3F_rvvs}JBjO6D_@qGT$n^Dk|f26~_5Kf=){Zsn!89`nDQIr{#E=LE9on387 zwr~zx{9bC}x^1POKVI{#+toGdf`oCcLA`3HYDH=DcQgGTG^u-)7e3Dx_?HjPnc#lM zpMiff{GwH-8cf=LRP_JV{gmfv|MV32%P6BY1aHB>SBA^NDS9S?u5DBrffI_n9A~kSU$~ zbg$E?*Np91Y4LBE+&}w*GTKbgD8GfD`Z)j6Do3hF@mH%XJvggheKG!(mVf9!uDO<$ zf26~>gzLBXzLkC?5!8);mc;n`^4&zA>G^S4!a4BD_>AiJVuvx{Z=)Yy62v&A1lg&% zS@O2gM~feXXN%YI9$g+a%_E92N^aVIkPiJKoRZ=DcKWfKpl<%;;Occ(nnCinr}$ez zyHYon)6TEHqVGEhLeG@oAGk%7}Fi4J-Zn0oIMEKjZ!(_O*9W{%9Ar zpzU=*SQlgbl2<#`Q8~^jJ z`sB;jw6ku4(I>fgGt(ordX^U<6Wj>p97Dtq%&PxeUg zD|7pU{9ztOH*{;JxPM@6HN9!meghaK zH>Hns=zol683!rBHw0e+f^z?==DJ^GSJM9$^!-GWsAiw73}r}mh<+RcqaejgJSJv|jPDgtkgYRFtvC`7# z>Hhh39hovpA&7Ba3CKaS&r2EF?nx+CLtDD>Y! z>ioF{L$cD2zvT&m_h02pjqlNOLDMk<4+#C+G`!j?smX5&{1cS#4+M4ckM5RMBs;FL zj|_<1Bl@pn-jmwKKJyj$X8fc72miePFIQ@O&Q?+~+7-XQ+PsYT+WlRlQ?gV}z>-E# zH~vQNsD4TQf$ra6{4Qu*)p?1hPnqeXU*%>+&I11w(LGI2w|?**zv5@vcz@cL?oU&4 z)As*w_un}kt9Tv5IDXp9h?Z5V#*>X)GqTmlHr*_Wc}=^xgpdRe#YFv#W~P3wsxqc9 z*`8(3XYVTunVnxP6i(Dsv$o1X!l^XxXF3V9CYu#;REt0|n<|oEM$YG>MyE>%YyCXz zK9HX04>N6~*UZ3pyq&@9+h_)B_ct?6SqQXtPJ3)rZEfw#X}7sn1M zW}ySVk7Ir>XN<2^>~bhup_qvuFN_psm$vzdW=5$w@q$?_ufK3MTy?@aK$y{9P0#f7 zoUS}Gpz4ROFsp++xRbVi+zIiTUSvkylqITWxLrj3uBWiE{bdV^VF!WRl0oW+fO*{a#Ec-hX^xX)CcM(ePT+%t0RLczCgljj3|%s{w4TD zJg*DY#L&E~|sJdRmy0@@wMUL_}s>N;LAOCLL?bEht2-skc-8p6g=ST$2rUg6rQ zI=LIc;Ix{rpZ%GtH;R*O6)OKY|Fy~Kox3nwhEq*$<_M>kxl+lnqsRyHK)x`;MEk}1 z3(qL<^l&oYT-1L_eTEsSw`i}Bw^5(DJYN_5a5MT=R3C1_$s_o~GXN-$k$;Rgh(AF3 zvskH)CQYJ+KAu%xb#P98SM+z_4^Hxi+1k%y#W^84t+%ObnqsyMdfbdx`Wrsvqsni0 zd(nR)f0VzZ*|lcI3jS?QhGV9|DP|3J&1R-Ny|+Q$niETP9oY!+l?_fxb0y=m6;*5u zDNc(aSKM;|f5vg2>$|ssz8&inFx!4>_paomy$^%@j;Q+IT|A=zI$S<34Dpa>PuoVD zdsl-zHM3h=cjIwPGvhV3KR9Vceth2!PVUQ#{s4UN`q0dHQ9r0Zq?_pTbJzAq0!07U zUv(lMKxWR~%%9AjVRmjj??ius{v7=Yr>8wD0Dd8VW0;rMiGeR;Jox8MgnJ7osU`a> zCh8An$;c1qT%eEqco_N#r=ptKKaWTMr#Yc~qSjX^Tc$o+(T($?JnNFY)$vK(;2=@| zUyxHzIIZXU-$?Yw;2-=L&og*^br4Q^jpq&S>izlll%M7#osZ|rtI6aflFQRe$Oq5Z zVEpIuhy36KySeBOppVcW@LMvB`Am_7X8<7olJp@@%`6@Jz~GnXUz@q9Xuae`35)+fyxu{Gfl(7vp*i^Jl~(e}thQ$WQ-_!n-41 L8(HVWh^GGsUeXHc literal 0 HcmV?d00001 diff --git a/ml/alzheimers_predictor.py b/ml/alzheimers_predictor.py new file mode 100644 index 0000000..71a8653 --- /dev/null +++ b/ml/alzheimers_predictor.py @@ -0,0 +1,195 @@ +import pandas as pd +import numpy as np +from sklearn.model_selection import train_test_split +from sklearn.ensemble import RandomForestClassifier +from sklearn.preprocessing import StandardScaler +from sklearn.metrics import classification_report, accuracy_score, confusion_matrix +import joblib +import warnings +warnings.filterwarnings('ignore') + +class AlzheimersPredictor: + def __init__(self): + self.model = None + self.scaler = None + self.feature_names = None + + def load_and_preprocess_data(self, file_path): + """Load and preprocess the Alzheimer's disease dataset""" + print("Loading data...") + df = pd.read_csv(file_path) + + # Remove PatientID and DoctorInCharge columns as they're not predictive features + df = df.drop(['PatientID', 'DoctorInCharge'], axis=1) + + # Separate features and target + X = df.drop('Diagnosis', axis=1) + y = df['Diagnosis'] + + print(f"Dataset shape: {df.shape}") + print(f"Features: {X.shape[1]}") + print(f"Diagnosis distribution:") + print(y.value_counts()) + + self.feature_names = X.columns.tolist() + return X, y + + def train_model(self, X, y, test_size=0.2, random_state=42): + """Train the Random Forest model""" + print("\nSplitting data...") + X_train, X_test, y_train, y_test = train_test_split( + X, y, test_size=test_size, random_state=random_state, stratify=y + ) + + # Scale the features + print("Scaling features...") + self.scaler = StandardScaler() + X_train_scaled = self.scaler.fit_transform(X_train) + X_test_scaled = self.scaler.transform(X_test) + + # Train Random Forest model + print("Training Random Forest model...") + self.model = RandomForestClassifier( + n_estimators=100, + max_depth=10, + min_samples_split=5, + min_samples_leaf=2, + random_state=random_state, + class_weight='balanced' + ) + + self.model.fit(X_train_scaled, y_train) + + # Make predictions + y_pred = self.model.predict(X_test_scaled) + + # Evaluate model + accuracy = accuracy_score(y_test, y_pred) + print(f"\nModel Accuracy: {accuracy:.4f}") + print("\nClassification Report:") + print(classification_report(y_test, y_pred)) + + # Feature importance + feature_importance = pd.DataFrame({ + 'feature': self.feature_names, + 'importance': self.model.feature_importances_ + }).sort_values('importance', ascending=False) + + print("\nTop 10 Most Important Features:") + print(feature_importance.head(10)) + + return accuracy, feature_importance + + def predict_diagnosis(self, patient_data): + """Predict diagnosis for a new patient""" + if self.model is None or self.scaler is None: + raise ValueError("Model not trained yet. Please train the model first.") + + # Convert to DataFrame if it's a dictionary + if isinstance(patient_data, dict): + patient_df = pd.DataFrame([patient_data]) + else: + patient_df = patient_data + + # Ensure all required features are present + missing_features = set(self.feature_names) - set(patient_df.columns) + if missing_features: + raise ValueError(f"Missing features: {missing_features}") + + # Reorder columns to match training data + patient_df = patient_df[self.feature_names] + + # Scale the features + patient_scaled = self.scaler.transform(patient_df) + + # Make prediction + prediction = self.model.predict(patient_scaled) + probability = self.model.predict_proba(patient_scaled) + + return { + 'diagnosis': int(prediction[0]), + 'diagnosis_label': 'Alzheimer\'s Disease' if prediction[0] == 1 else 'No Alzheimer\'s Disease', + 'probability_no_alzheimers': float(probability[0][0]), + 'probability_alzheimers': float(probability[0][1]) + } + + def save_model(self, model_path='alzheimers_model.joblib', scaler_path='alzheimers_scaler.joblib'): + """Save the trained model and scaler""" + if self.model is not None and self.scaler is not None: + joblib.dump(self.model, model_path) + joblib.dump(self.scaler, scaler_path) + joblib.dump(self.feature_names, 'feature_names.joblib') + print(f"Model saved to {model_path}") + print(f"Scaler saved to {scaler_path}") + + def load_model(self, model_path='alzheimers_model.joblib', scaler_path='alzheimers_scaler.joblib'): + """Load a pre-trained model and scaler""" + self.model = joblib.load(model_path) + self.scaler = joblib.load(scaler_path) + self.feature_names = joblib.load('feature_names.joblib') + print("Model and scaler loaded successfully") + +def main(): + # Initialize predictor + predictor = AlzheimersPredictor() + + # Load and preprocess data + X, y = predictor.load_and_preprocess_data('alzheimers_disease_data.csv') + + # Train model + accuracy, feature_importance = predictor.train_model(X, y) + + # Save the model + predictor.save_model() + + # Example prediction for a new patient + print("\n" + "="*50) + print("EXAMPLE PREDICTION FOR NEW PATIENT") + print("="*50) + + # Create sample patient data based on the features + sample_patient = { + 'Age': 75, + 'Gender': 1, # 1 for female, 0 for male + 'Ethnicity': 0, + 'EducationLevel': 2, + 'BMI': 24.5, + 'Smoking': 0, + 'AlcoholConsumption': 5.0, + 'PhysicalActivity': 3.0, + 'DietQuality': 6.0, + 'SleepQuality': 7.0, + 'FamilyHistoryAlzheimers': 1, + 'CardiovascularDisease': 0, + 'Diabetes': 0, + 'Depression': 1, + 'HeadInjury': 0, + 'Hypertension': 1, + 'SystolicBP': 140, + 'DiastolicBP': 85, + 'CholesterolTotal': 220, + 'CholesterolLDL': 130, + 'CholesterolHDL': 45, + 'CholesterolTriglycerides': 180, + 'MMSE': 22, + 'FunctionalAssessment': 6.5, + 'MemoryComplaints': 1, + 'BehavioralProblems': 0, + 'ADL': 3.5, + 'Confusion': 1, + 'Disorientation': 0, + 'PersonalityChanges': 1, + 'DifficultyCompletingTasks': 1, + 'Forgetfulness': 1 + } + + try: + result = predictor.predict_diagnosis(sample_patient) + print(f"Diagnosis: {result['diagnosis_label']}") + print(f"Probability of No Alzheimer's: {result['probability_no_alzheimers']:.4f}") + print(f"Probability of Alzheimer's: {result['probability_alzheimers']:.4f}") + except Exception as e: + print(f"Error making prediction: {e}") + +if __name__ == "__main__": + main() \ No newline at end of file diff --git a/ml/alzheimers_scaler.joblib b/ml/alzheimers_scaler.joblib new file mode 100644 index 0000000000000000000000000000000000000000..ccf56c53837f02ab71b122a326a42d75b11245c0 GIT binary patch literal 2135 zcma)8dvHuw7|&ZmL}U}89tkxO30q>k)1H&;hD4sV@fzehyL&eGCU@^$_pz*zHkc*2 z4CAgxT0^N$!!Xh*;{7&=dbSB#uX;v_PK%)oJ$E-D+G)r6saqsuE$65NAb#)nq{|7Sv^G?^$Y@ny7?L zV(xtvhWTUdAGM=B*_A%IAq5n#c-6W=t_7q%b4|?YiSQe#Ja>w3?V5sQAxR^YZdWy(Yu^$Oe*XR$3#L<)=}0J94P= zmCinfUOyCKnPSe4If*j6BrK}gk+Qiw*y9dpQZUB5S#RM5thdXo#Q5kb;go~Wd{~bZLpIbHfn^hkc3rVLey9wBo?0iGjD zh$7*r6#|hb7u!jk2Hx&q5yMI3KvX)Wk(1#C#1;so&as^s1Jg7&VMJP+>dy;%yNW}ib?tE zJtuv|=%++*R8!~qnl3wDX~$6_(m+H?#8_*@|0>xKkz^ccZBEB30n9sXllqUg@gsf> zp*uo+j@7xOy_8_>LZDQ-jqjGABk1;Yl((p(=@`0$25M^oO80uV6E#S>YX#j+Yq8c^ zhx*1Ko$KhnougqOwfL7=iPwQL_=nM_X5IlyW(|5}QXhjum66wvZW#`T#Zd`Yy1vAobzYn6sec+Ar+aYY&3SuX3&w zc@Bd+bqh^Z4JW|0z){Smc{_j)?-2N7&ap+$_D+E_s(v+JbdQD8wvCPL){ljM-EH{n zVm}Jr$l3k;W<@UCwxIm`qSY)sUz@o5XmMY7chcOg(bJ>hwYUVo=b0zp;N5#Zr?%I9 z-5dLp@HMBnZx4f)hlAqdvJQjovpyQx2#+-Jx&S;$&DjldBH@4ZO?jhUc(ZoeduPeY z#Ji?KSji{cPI-L>>}nOT-1hJhNL?FpHRn+S$lugBAffvxNaZa$x5s%B7)wG3dnNkUlL$MNu1)&6zXXQA-^*to@(nB(9MNJ+Z)^*#`_db)M|@&h2Goo9W` z#v>r>c8~1=McV-TbXdfz-}VEyyO+7q&kgTyiHl(W6rj27gtAcTOSrVLx}Df#HSCif z|7hyvayUD)`b_G~Bk;tB^@T<3X!t6B*t~&}-Jui{^-0prBcP-SFSq`?vMTpm`?{0g z7?-R+04}7z=mOCJaO&Q}>$AfTg2mG^>(}dRfu~Qie%=Dd@1&$W59z%nJQk+7ZLrUo z5ZM2xbA78vwSu>XpVmz`z642YOI+s;{S0!~S9e*~vknX#->~pmSUpGuVduCVmq5bo zDaYut^I+xGN@l^TIv_3ETypurQ0R(@t=q%&hyBO=xHTs)0~YPKCHGsA0W*^~EY%Gi z47;WW)C!do;Nv|NRWP|btSNi;#IL9oOv}n|BVWD*Ry5(2k2Ng3wfU_*spr|fJ$3a! zoD??h#jQFpX=2>E=@aY0$MV*azMowIo^H+hMN&<_3zU=GTHgCQxW9gYK1G$y`o94* C>yVlN literal 0 HcmV?d00001 diff --git a/ml/alzheimers_scaler.pkl b/ml/alzheimers_scaler.pkl new file mode 100644 index 0000000000000000000000000000000000000000..68db35ea8298c431133b0af3f990528e0d0e3637 GIT binary patch literal 1821 zcmah~YfKbZ6kgt-h?IwD#R8Tff^G%loAzE{QQlA%Q6sX>?%rhwW@m6_c4duN)U1Mx zM#JEP)@Y?RMWcbHD83cYs8A7YL1|U2h(Z;bRt;8zy|YUcn>3vtGkecH_dDPD&Ns8g zjul=mGV3KwO$V3unb7Re1p ziYEz{CCsAWu40jfp*fy4YIs~jaIz+ff{RpJN+}nUWEL^jPAzU0GsMs&yQDyisCO5f zw7j_hNk{C{=8B~ywp|CoZmpP_nwt0qU)Ea^;6-)m3QXJ~Iv0t8^CCoRaX*4v9IvNI z4as8~9&uWuhTuttPDUm~iGo8+N&+UKG%)#C6H)MrrZkM6p<*#t+=-Ma3ZChDGe=^1 zqBT5evI31(kcj`>NKn?5yOKhv;O)|HAz>gXb3DoM3~P?2*60ywKrDyliN!*bjEUeh zMv7n+B!>tNlXX>)gc|V(r;JkIAxR^WDvydsgf@ZBGqRF~@mL6!NA&QX(v0ybQWKLd z3YZV^Zsi$^TR+z<1j}9qIoP&3Nqk6V;MsMMUXU)4|v5OJz*jlmY~vEMol3D4mw0jW!$i| zI-{)x4=ez~k{HE06MQZm%Ov4rS!4ACohwzJpdfWR5(|c7QVqo8QDqWbKHeL%kYRHX zuQO6K<|88P0l|Y-4Lj3j%A`PHEUn@Q=_se-5W+^)y9v%5o+u$1UhgZ|lka&e>R;ZH zVcb~PO5B7UDmY2621XjK_mG^c_Z;b4jHnxds8_u2RSB;&MrJ3I&Gt55JbNMo zI;gh&x<0fE2y=eSXj$6>wy&Q(q!gclhDy(_i$@p0`Dy&YeKj{gT;RBC59bEM)RSf7 zyubE_pw8q_5#$5I&z`Jrk^95^^r)w+e6NG?`@b}FHD3TLhLZ2(R5XH~_A+I4?-g** zA(1@1`8crQHGn@iUfMc%W+hxx{hRuhB@3>u%kukZ1_l3q)VuE13>CbeeCp+ck`!3C zrTB-Oy%fCB9D3?v?sWJldsB^1p%1(l5F&dSfAuZi`PUP(leWc8Ul}yOP$TzLvq>KGd-O~XO zwcq(}@<1<0JKR4rBq$N8Qn$99HeCgZe31Z^5Kdf@H0i^bKMs_m$1E#yRec3_^w*B%ChvvQVgd(Nbr!=7@wKf{Yn$Mek2^ARs0=ui zHh=Rh&mhSAdVLo5pb6v+*7e8?ITgCRO^WbL8D}P9w2Q81Ec5QIK0Jg1; z@2HYD+jO#87X6P>i%X45+g&HaQ}_E5g~Fh2a?4)1w$;G`J)X0~z}e0I8|8iohK`l7+-vK$u}osc%#*m)c5 z8pbQmiY@Ct@-7}0eEm$YcL(6I-Il!SZU@=R0}d1}?*N|~Yx1VAyJJ(zQ#Jgjr!wI$ RiuGIS6d|7}j}(n+`9BPf3K;+Z literal 0 HcmV?d00001 diff --git a/ml/feature_names.joblib b/ml/feature_names.joblib new file mode 100644 index 0000000000000000000000000000000000000000..beb2b26042568675dcbd6ae7197592ba6face811 GIT binary patch literal 524 zcmY*W%}&BV5LO{7h=dT0`UakShth(O&;$cl4?{b&Bir3(cS}-FKENK=_jOv0;@;+) z+4+9vqx*S!cGA9A|L8hFhTfe&qfAkI*PGg0QbM-&Za7V=1S~1J!~+WNI+J+e-Nm|4 zdy<)V<3J=TS0Yr>R7KfLdN*3-wV?z=kXSmji>@L<`%-~utHD|zmcQlQ3EA-G-o3QU@?eB|t}H5DbgGj0m=9kw^LwmKu#|nfr5ubRpj=&Eg01xw`E3r`)*y!*GT1LzNz`OzOk0v&nGEpa}DQz@$<9I#w z?q*g=PC!Xc!WhR7KfLdN*3-wV?z=kXSmji>@L<`%-~utHD|zmcQlQ3EA-G-o3QU@?eB|t}H5DbgGj0m=9kw^LwmKu#|nfr5ubRpj=&Eg01xw`E3r`)*y!*GT1LzNz`OzOk0v&nGEpa}DQz@$<9I#w z?q*g=PC!Xc!Wh Date: Sat, 4 Oct 2025 12:51:36 -0700 Subject: [PATCH 3/3] wip --- app/analysis/diagnosis_treatment_planning.py | 1174 +++++++++++++++++ .../__pycache__/intake.cpython-311.pyc | Bin 0 -> 22776 bytes app/patient/regular_chat.py | 0 ml/alzheimers_predictor.py | 4 +- test_app_endpoints.py | 300 +++++ 5 files changed, 1476 insertions(+), 2 deletions(-) create mode 100644 app/analysis/diagnosis_treatment_planning.py create mode 100644 app/patient/__pycache__/intake.cpython-311.pyc create mode 100644 app/patient/regular_chat.py create mode 100644 test_app_endpoints.py diff --git a/app/analysis/diagnosis_treatment_planning.py b/app/analysis/diagnosis_treatment_planning.py new file mode 100644 index 0000000..b0a42a3 --- /dev/null +++ b/app/analysis/diagnosis_treatment_planning.py @@ -0,0 +1,1174 @@ +""" +Diagnosis and Treatment Planning Module +Handles Alzheimer's prediction analysis and generates comprehensive treatment plans +""" + +from typing import Dict, Any, Optional +from datetime import datetime +import sys +import os +import requests +import json +from fastapi import APIRouter, HTTPException +from pydantic import BaseModel + +# Add ml directory to path for Alzheimer's predictor +sys.path.append(os.path.join(os.path.dirname(__file__), '..', '..', 'ml')) + +try: + from alzheimers_predictor import AlzheimersPredictor + PREDICTOR_AVAILABLE = True +except ImportError: + PREDICTOR_AVAILABLE = False + print("Warning: Alzheimer's predictor not available") + +class DiagnosisTreatmentPlanner: + """ + Handles diagnosis analysis and treatment planning for Alzheimer's patients + """ + + def __init__(self, llm_api_key: Optional[str] = None, llm_provider: str = "openai"): + self.predictor = None + self.llm_api_key = llm_api_key + self.llm_provider = llm_provider + self._initialize_predictor() + + def _initialize_predictor(self): + """Initialize the Alzheimer's predictor model""" + if not PREDICTOR_AVAILABLE: + return + + try: + self.predictor = AlzheimersPredictor() + model_path = os.path.join(os.path.dirname(__file__), '..', '..', 'ml', 'alzheimers_model.joblib') + scaler_path = os.path.join(os.path.dirname(__file__), '..', '..', 'ml', 'alzheimers_scaler.joblib') + feature_names_path = os.path.join(os.path.dirname(__file__), '..', '..', 'ml', 'feature_names.joblib') + + self.predictor.load_model(model_path=model_path, scaler_path=scaler_path, feature_names_path=feature_names_path) + print("✓ Alzheimer's predictor loaded successfully") + except Exception as e: + print(f"⚠ Warning: Could not load Alzheimer's predictor: {e}") + self.predictor = None + + def analyze_intake_data(self, patient_data: Dict[str, Any]) -> Dict[str, Any]: + """ + Analyze patient intake data and generate comprehensive diagnosis and treatment plan + + Args: + patient_data: Dictionary containing patient intake information + + Returns: + Dictionary containing analysis results + """ + + if self.predictor is None: + raise ValueError("Alzheimer's predictor model not available") + + # Ensure we have the required fields for prediction + patient_data = self._prepare_patient_data(patient_data) + + # Run Alzheimer's prediction + prediction_result = self.predictor.predict_diagnosis(patient_data) + + # Generate comprehensive analysis + analysis = self._generate_comprehensive_analysis(patient_data, prediction_result) + + return { + "alzheimers_prediction": prediction_result, + "patient_portfolio": analysis["patient_portfolio"], + "diagnosis_analysis": analysis["diagnosis_analysis"], + "treatment_plan": analysis["treatment_plan"], + "companion_chatbot_config": analysis["companion_chatbot_config"], + "analysis_timestamp": datetime.utcnow().isoformat(), + "analysis_method": analysis["analysis_method"] + } + + def _prepare_patient_data(self, patient_data: Dict[str, Any]) -> Dict[str, Any]: + """Prepare patient data by filling missing fields with appropriate defaults""" + + required_fields = [ + 'Age', 'Gender', 'Ethnicity', 'EducationLevel', 'BMI', 'Smoking', + 'AlcoholConsumption', 'PhysicalActivity', 'DietQuality', 'SleepQuality', + 'FamilyHistoryAlzheimers', 'CardiovascularDisease', 'Diabetes', + 'Depression', 'HeadInjury', 'Hypertension', 'SystolicBP', 'DiastolicBP', + 'CholesterolTotal', 'CholesterolLDL', 'CholesterolHDL', + 'CholesterolTriglycerides', 'MMSE', 'FunctionalAssessment', + 'MemoryComplaints', 'BehavioralProblems', 'ADL', 'Confusion', + 'Disorientation', 'PersonalityChanges', 'DifficultyCompletingTasks', + 'Forgetfulness' + ] + + # Create a copy to avoid modifying the original + prepared_data = patient_data.copy() + + # Fill missing fields with default values + for field in required_fields: + if field not in prepared_data: + if field in ['Age', 'Gender', 'Ethnicity', 'EducationLevel']: + prepared_data[field] = 0 # Default numeric values + elif field in ['BMI', 'SystolicBP', 'DiastolicBP', 'CholesterolTotal', + 'CholesterolLDL', 'CholesterolHDL', 'CholesterolTriglycerides']: + prepared_data[field] = None # Optional fields + else: + prepared_data[field] = 0 # Default to 0 for binary/scale fields + + return prepared_data + + def _generate_comprehensive_analysis(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any]) -> Dict[str, Any]: + """Generate comprehensive analysis including portfolio, diagnosis, and treatment plan""" + + alzheimers_prob = prediction_result.get("probability_alzheimers", 0) + risk_level = "High" if alzheimers_prob > 0.7 else "Medium" if alzheimers_prob > 0.4 else "Low" + + # Check if LLM is available + use_llm = self.llm_api_key is not None + + # Generate treatment plan first + treatment_plan = self._generate_treatment_plan(patient_data, prediction_result, risk_level) + + # Generate diagnosis analysis + diagnosis_analysis = self._generate_diagnosis_analysis(patient_data, prediction_result, risk_level) + + # Generate chatbot config - use original version if no LLM, enhanced version if LLM available + if use_llm: + chatbot_config = self._generate_chatbot_config(patient_data, prediction_result, risk_level, treatment_plan) + else: + chatbot_config = self._generate_original_chatbot_config(patient_data, prediction_result, risk_level) + + return { + "patient_portfolio": self._generate_patient_portfolio(patient_data), + "diagnosis_analysis": diagnosis_analysis, + "treatment_plan": treatment_plan, + "companion_chatbot_config": chatbot_config, + "analysis_method": "llm_enhanced" if use_llm else "structured" + } + + def _generate_patient_portfolio(self, patient_data: Dict[str, Any]) -> Dict[str, Any]: + """Generate comprehensive patient portfolio""" + + return { + "demographics": { + "age": patient_data.get("Age"), + "gender": "Male" if patient_data.get("Gender") == 1 else "Female", + "education_level": patient_data.get("EducationLevel", 0) + }, + "health_metrics": { + "bmi": patient_data.get("BMI"), + "mmse_score": patient_data.get("MMSE"), + "adl_score": patient_data.get("ADL"), + "functional_assessment": patient_data.get("FunctionalAssessment") + }, + "risk_factors": { + "family_history_alzheimers": patient_data.get("FamilyHistoryAlzheimers") == 1, + "cardiovascular_disease": patient_data.get("CardiovascularDisease") == 1, + "diabetes": patient_data.get("Diabetes") == 1, + "depression": patient_data.get("Depression") == 1, + "hypertension": patient_data.get("Hypertension") == 1, + "head_injury": patient_data.get("HeadInjury") == 1 + }, + "lifestyle_factors": { + "smoking": patient_data.get("Smoking") == 1, + "alcohol_consumption": patient_data.get("AlcoholConsumption", 0), + "physical_activity": patient_data.get("PhysicalActivity", 0), + "diet_quality": patient_data.get("DietQuality", 0), + "sleep_quality": patient_data.get("SleepQuality", 0) + } + } + + def _generate_diagnosis_analysis(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str) -> Dict[str, Any]: + """Generate diagnosis analysis using LLM""" + + # Prepare context for LLM + context = { + "patient_profile": { + "age": patient_data.get("Age"), + "gender": "Male" if patient_data.get("Gender") == 1 else "Female", + "mmse_score": patient_data.get("MMSE"), + "adl_score": patient_data.get("ADL"), + "family_history": "Yes" if patient_data.get("FamilyHistoryAlzheimers") == 1 else "No", + "cardiovascular_disease": "Yes" if patient_data.get("CardiovascularDisease") == 1 else "No", + "diabetes": "Yes" if patient_data.get("Diabetes") == 1 else "No", + "depression": "Yes" if patient_data.get("Depression") == 1 else "No", + "hypertension": "Yes" if patient_data.get("Hypertension") == 1 else "No" + }, + "prediction": { + "diagnosis": prediction_result.get("diagnosis_label"), + "alzheimers_probability": prediction_result.get("probability_alzheimers"), + "no_alzheimers_probability": prediction_result.get("probability_no_alzheimers") + }, + "symptoms": { + "memory_complaints": patient_data.get("MemoryComplaints") == 1, + "behavioral_changes": patient_data.get("BehavioralProblems") == 1, + "confusion": patient_data.get("Confusion") == 1, + "disorientation": patient_data.get("Disorientation") == 1, + "personality_changes": patient_data.get("PersonalityChanges") == 1, + "task_difficulty": patient_data.get("DifficultyCompletingTasks") == 1, + "forgetfulness": patient_data.get("Forgetfulness") == 1 + } + } + + # Generate LLM analysis + llm_analysis = self._call_llm_for_diagnosis_analysis(context, risk_level) + + # Fallback to structured analysis if LLM fails + if not llm_analysis: + return self._generate_structured_diagnosis_analysis(patient_data, prediction_result, risk_level) + + return llm_analysis + + def _generate_treatment_plan(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str) -> Dict[str, Any]: + """Generate comprehensive treatment plan using LLM""" + + # Prepare context for LLM + context = { + "patient_profile": { + "age": patient_data.get("Age"), + "gender": "Male" if patient_data.get("Gender") == 1 else "Female", + "mmse_score": patient_data.get("MMSE"), + "adl_score": patient_data.get("ADL"), + "family_history": "Yes" if patient_data.get("FamilyHistoryAlzheimers") == 1 else "No", + "cardiovascular_disease": "Yes" if patient_data.get("CardiovascularDisease") == 1 else "No", + "diabetes": "Yes" if patient_data.get("Diabetes") == 1 else "No", + "depression": "Yes" if patient_data.get("Depression") == 1 else "No", + "hypertension": "Yes" if patient_data.get("Hypertension") == 1 else "No" + }, + "prediction": { + "diagnosis": prediction_result.get("diagnosis_label"), + "alzheimers_probability": prediction_result.get("probability_alzheimers"), + "risk_level": risk_level + }, + "symptoms": { + "memory_complaints": patient_data.get("MemoryComplaints") == 1, + "behavioral_changes": patient_data.get("BehavioralProblems") == 1, + "confusion": patient_data.get("Confusion") == 1, + "disorientation": patient_data.get("Disorientation") == 1, + "personality_changes": patient_data.get("PersonalityChanges") == 1, + "task_difficulty": patient_data.get("DifficultyCompletingTasks") == 1, + "forgetfulness": patient_data.get("Forgetfulness") == 1 + }, + "lifestyle_factors": { + "smoking": patient_data.get("Smoking") == 1, + "alcohol_consumption": patient_data.get("AlcoholConsumption", 0), + "physical_activity": patient_data.get("PhysicalActivity", 0), + "diet_quality": patient_data.get("DietQuality", 0), + "sleep_quality": patient_data.get("SleepQuality", 0) + } + } + + # Generate LLM treatment plan + llm_plan = self._call_llm_for_treatment_plan(context, risk_level) + + # Fallback to structured plan if LLM fails + if not llm_plan: + return self._generate_structured_treatment_plan(patient_data, prediction_result, risk_level) + + return llm_plan + + def _generate_chatbot_config(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str, + treatment_plan: Dict[str, Any]) -> Dict[str, Any]: + """Generate companion chatbot configuration that executes treatment plan through chat""" + + # Base configuration + config = { + "personality": "Supportive, patient, and encouraging", + "communication_style": "Simple, clear language with repetition for important information", + "treatment_execution": { + "immediate_actions": self._convert_to_chat_activities(treatment_plan.get("immediate_actions", [])), + "lifestyle_interventions": self._convert_to_chat_activities(treatment_plan.get("lifestyle_interventions", [])), + "medical_management": self._convert_to_chat_activities(treatment_plan.get("medical_management", [])), + "support_services": self._convert_to_chat_activities(treatment_plan.get("support_services", [])), + "personalized_recommendations": self._convert_to_chat_activities(treatment_plan.get("personalized_recommendations", [])), + "risk_specific_interventions": self._convert_to_chat_activities(treatment_plan.get("risk_specific_interventions", [])), + "caregiver_guidance": self._convert_to_chat_activities(treatment_plan.get("caregiver_guidance", [])) + }, + "daily_activities": [ + "Morning routine reminders", + "Medication reminders", + "Meal planning assistance", + "Exercise encouragement", + "Memory games and cognitive exercises" + ], + "safety_features": [ + "Emergency contact integration", + "Location tracking for disorientation episodes", + "Medication adherence monitoring", + "Fall risk assessment" + ], + "personalization": { + "adapt_to_cognitive_level": True, + "use_visual_cues": True, + "provide_positive_reinforcement": True, + "maintain_routine_consistency": True + }, + "conversation_flows": self._generate_conversation_flows(treatment_plan, risk_level), + "monitoring_schedule": treatment_plan.get("monitoring_schedule", {}), + "treatment_goals": self._extract_treatment_goals(treatment_plan) + } + + # Customize based on cognitive level + mmse_score = patient_data.get("MMSE", 30) + if mmse_score < 18: + config["communication_style"] = "Very simple language, frequent repetition, visual cues essential" + config["daily_activities"].extend([ + "Basic orientation questions", + "Simple memory exercises", + "Daily routine reinforcement" + ]) + # Simplify treatment execution for severe cognitive impairment + config["treatment_execution"] = self._simplify_for_cognitive_level(config["treatment_execution"], "severe") + elif mmse_score < 24: + config["communication_style"] = "Simple language with occasional repetition" + config["daily_activities"].extend([ + "Moderate cognitive exercises", + "Social interaction prompts", + "Hobby and interest reminders" + ]) + # Moderate simplification for mild cognitive impairment + config["treatment_execution"] = self._simplify_for_cognitive_level(config["treatment_execution"], "mild") + + # Add risk-specific features + if risk_level == "High": + config["safety_features"].extend([ + "24/7 monitoring alerts", + "Caregiver notification system", + "Emergency response integration" + ]) + config["personalization"]["frequent_check_ins"] = True + # Increase treatment intensity for high-risk patients + config["treatment_execution"]["intensity"] = "high" + config["monitoring_schedule"]["check_in_frequency"] = "daily" + elif risk_level == "Medium": + config["treatment_execution"]["intensity"] = "moderate" + config["monitoring_schedule"]["check_in_frequency"] = "weekly" + else: + config["treatment_execution"]["intensity"] = "low" + config["monitoring_schedule"]["check_in_frequency"] = "bi-weekly" + + return config + + def _assess_mmse_severity(self, mmse_score: int) -> str: + """Assess MMSE severity level""" + if mmse_score >= 24: + return "Normal" + elif mmse_score >= 18: + return "Mild" + elif mmse_score >= 10: + return "Moderate" + else: + return "Severe" + + def _assess_functional_independence(self, adl_score: int) -> str: + """Assess functional independence level""" + if adl_score >= 80: + return "High" + elif adl_score >= 50: + return "Moderate" + else: + return "Low" + + def _call_llm_for_diagnosis_analysis(self, context: Dict[str, Any], risk_level: str) -> Optional[Dict[str, Any]]: + """Call LLM to generate diagnosis analysis""" + + if not self.llm_api_key: + return None + + prompt = f""" + As a medical AI assistant, analyze the following patient data and provide a comprehensive diagnosis analysis for Alzheimer's disease risk assessment. + + Patient Profile: + - Age: {context['patient_profile']['age']} + - Gender: {context['patient_profile']['gender']} + - MMSE Score: {context['patient_profile']['mmse_score']} + - ADL Score: {context['patient_profile']['adl_score']} + - Family History of Alzheimer's: {context['patient_profile']['family_history']} + - Cardiovascular Disease: {context['patient_profile']['cardiovascular_disease']} + - Diabetes: {context['patient_profile']['diabetes']} + - Depression: {context['patient_profile']['depression']} + - Hypertension: {context['patient_profile']['hypertension']} + + ML Prediction: + - Diagnosis: {context['prediction']['diagnosis']} + - Alzheimer's Probability: {context['prediction']['alzheimers_probability']:.2%} + - No Alzheimer's Probability: {context['prediction']['no_alzheimers_probability']:.2%} + + Symptoms Present: + - Memory Complaints: {context['symptoms']['memory_complaints']} + - Behavioral Changes: {context['symptoms']['behavioral_changes']} + - Confusion: {context['symptoms']['confusion']} + - Disorientation: {context['symptoms']['disorientation']} + - Personality Changes: {context['symptoms']['personality_changes']} + - Task Difficulty: {context['symptoms']['task_difficulty']} + - Forgetfulness: {context['symptoms']['forgetfulness']} + + Risk Level: {risk_level} + + Please provide a comprehensive diagnosis analysis in JSON format with the following structure: + {{ + "predicted_diagnosis": "string", + "risk_level": "string", + "confidence_score": float, + "key_indicators": {{ + "cognitive_impairment": boolean, + "memory_complaints": boolean, + "behavioral_changes": boolean, + "confusion": boolean, + "disorientation": boolean, + "personality_changes": boolean, + "task_difficulty": boolean, + "forgetfulness": boolean + }}, + "severity_assessment": {{ + "mmse_severity": "string", + "functional_independence": "string" + }}, + "clinical_insights": "string", + "differential_considerations": ["string"], + "recommended_follow_up": ["string"] + }} + + Focus on providing clinical insights, differential considerations, and specific follow-up recommendations based on the patient's profile and symptoms. + """ + + try: + if self.llm_provider == "openai": + return self._call_openai_api(prompt) + else: + # Add other LLM providers here + return None + except Exception as e: + print(f"LLM call failed: {e}") + return None + + def _call_llm_for_treatment_plan(self, context: Dict[str, Any], risk_level: str) -> Optional[Dict[str, Any]]: + """Call LLM to generate treatment plan""" + + if not self.llm_api_key: + return None + + prompt = f""" + As a medical AI assistant, create a comprehensive, personalized treatment plan for this patient based on their Alzheimer's risk assessment. + + Patient Profile: + - Age: {context['patient_profile']['age']} + - Gender: {context['patient_profile']['gender']} + - MMSE Score: {context['patient_profile']['mmse_score']} + - ADL Score: {context['patient_profile']['adl_score']} + - Family History of Alzheimer's: {context['patient_profile']['family_history']} + - Cardiovascular Disease: {context['patient_profile']['cardiovascular_disease']} + - Diabetes: {context['patient_profile']['diabetes']} + - Depression: {context['patient_profile']['depression']} + - Hypertension: {context['patient_profile']['hypertension']} + + Risk Assessment: + - Diagnosis: {context['prediction']['diagnosis']} + - Alzheimer's Probability: {context['prediction']['alzheimers_probability']:.2%} + - Risk Level: {risk_level} + + Symptoms Present: + - Memory Complaints: {context['symptoms']['memory_complaints']} + - Behavioral Changes: {context['symptoms']['behavioral_changes']} + - Confusion: {context['symptoms']['confusion']} + - Disorientation: {context['symptoms']['disorientation']} + - Personality Changes: {context['symptoms']['personality_changes']} + - Task Difficulty: {context['symptoms']['task_difficulty']} + - Forgetfulness: {context['symptoms']['forgetfulness']} + + Lifestyle Factors: + - Smoking: {context['lifestyle_factors']['smoking']} + - Alcohol Consumption: {context['lifestyle_factors']['alcohol_consumption']} + - Physical Activity: {context['lifestyle_factors']['physical_activity']} + - Diet Quality: {context['lifestyle_factors']['diet_quality']} + - Sleep Quality: {context['lifestyle_factors']['sleep_quality']} + + Please create a personalized treatment plan in JSON format with the following structure: + {{ + "immediate_actions": ["string"], + "lifestyle_interventions": ["string"], + "medical_management": ["string"], + "support_services": ["string"], + "monitoring_schedule": {{ + "cognitive_assessment": "string", + "medical_follow_up": "string", + "lifestyle_review": "string", + "caregiver_check_in": "string" + }}, + "personalized_recommendations": ["string"], + "risk_specific_interventions": ["string"], + "caregiver_guidance": ["string"] + }} + + Tailor the plan specifically to this patient's risk level, symptoms, and lifestyle factors. Include personalized recommendations and risk-specific interventions. + """ + + try: + if self.llm_provider == "openai": + return self._call_openai_api(prompt) + else: + # Add other LLM providers here + return None + except Exception as e: + print(f"LLM call failed: {e}") + return None + + def _call_openai_api(self, prompt: str) -> Optional[Dict[str, Any]]: + """Call OpenAI API for LLM analysis""" + + try: + headers = { + "Authorization": f"Bearer {self.llm_api_key}", + "Content-Type": "application/json" + } + + data = { + "model": "gpt-4", + "messages": [ + { + "role": "system", + "content": "You are a medical AI assistant specializing in Alzheimer's disease diagnosis and treatment planning. Provide accurate, evidence-based medical analysis in JSON format." + }, + { + "role": "user", + "content": prompt + } + ], + "temperature": 0.3, + "max_tokens": 2000 + } + + response = requests.post( + "https://api.openai.com/v1/chat/completions", + headers=headers, + json=data, + timeout=30 + ) + + if response.status_code == 200: + result = response.json() + content = result["choices"][0]["message"]["content"] + + # Parse JSON response + try: + return json.loads(content) + except json.JSONDecodeError: + # If JSON parsing fails, try to extract JSON from the response + import re + json_match = re.search(r'\{.*\}', content, re.DOTALL) + if json_match: + return json.loads(json_match.group()) + return None + else: + print(f"OpenAI API error: {response.status_code} - {response.text}") + return None + + except Exception as e: + print(f"OpenAI API call failed: {e}") + return None + + def _generate_structured_diagnosis_analysis(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str) -> Dict[str, Any]: + """Fallback structured diagnosis analysis when LLM is not available""" + + return { + "predicted_diagnosis": prediction_result.get("diagnosis_label"), + "risk_level": risk_level, + "confidence_score": max(prediction_result.get("probability_alzheimers", 0), + prediction_result.get("probability_no_alzheimers", 0)), + "key_indicators": { + "cognitive_impairment": patient_data.get("MMSE", 30) < 24, + "memory_complaints": patient_data.get("MemoryComplaints") == 1, + "behavioral_changes": patient_data.get("BehavioralProblems") == 1, + "confusion": patient_data.get("Confusion") == 1, + "disorientation": patient_data.get("Disorientation") == 1, + "personality_changes": patient_data.get("PersonalityChanges") == 1, + "task_difficulty": patient_data.get("DifficultyCompletingTasks") == 1, + "forgetfulness": patient_data.get("Forgetfulness") == 1 + }, + "severity_assessment": { + "mmse_severity": self._assess_mmse_severity(patient_data.get("MMSE", 30)), + "functional_independence": self._assess_functional_independence(patient_data.get("ADL", 100)) + }, + "clinical_insights": f"Patient shows {risk_level.lower()} risk for Alzheimer's disease based on ML prediction and clinical indicators.", + "differential_considerations": ["Mild Cognitive Impairment", "Vascular Dementia", "Depression-related cognitive changes"], + "recommended_follow_up": ["Neuropsychological evaluation", "Neurology consultation", "Cognitive monitoring"] + } + + def _generate_structured_treatment_plan(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str) -> Dict[str, Any]: + """Fallback structured treatment plan when LLM is not available""" + + # Base treatment plan + treatment_plan = { + "immediate_actions": [ + "Schedule comprehensive neuropsychological evaluation", + "Consult with neurologist for detailed assessment", + "Begin cognitive monitoring and tracking" + ], + "lifestyle_interventions": [ + "Implement Mediterranean diet recommendations", + "Establish regular physical exercise routine", + "Optimize sleep hygiene and quality", + "Engage in cognitive stimulation activities" + ], + "medical_management": [ + "Review current medications for cognitive impact", + "Consider cholinesterase inhibitors if appropriate", + "Monitor and manage cardiovascular risk factors", + "Address depression and anxiety if present" + ], + "support_services": [ + "Connect with Alzheimer's Association resources", + "Establish caregiver support network", + "Plan for future care needs and legal considerations", + "Implement safety measures at home" + ], + "monitoring_schedule": { + "cognitive_assessment": "Every 6 months", + "medical_follow_up": "Every 3 months", + "lifestyle_review": "Monthly", + "caregiver_check_in": "Weekly" + }, + "personalized_recommendations": [], + "risk_specific_interventions": [], + "caregiver_guidance": [] + } + + # Customize based on risk level and specific patient factors + if risk_level == "High": + treatment_plan["immediate_actions"].insert(0, "Urgent neurology consultation") + treatment_plan["medical_management"].insert(0, "Consider immediate medication intervention") + treatment_plan["monitoring_schedule"]["cognitive_assessment"] = "Every 3 months" + treatment_plan["monitoring_schedule"]["medical_follow_up"] = "Monthly" + treatment_plan["risk_specific_interventions"].append("Intensive cognitive monitoring") + treatment_plan["risk_specific_interventions"].append("Early intervention protocols") + + # Add specific interventions based on patient factors + if patient_data.get("Depression") == 1: + treatment_plan["medical_management"].append("Address depression with appropriate therapy/medication") + treatment_plan["personalized_recommendations"].append("Consider antidepressant therapy") + + if patient_data.get("CardiovascularDisease") == 1: + treatment_plan["medical_management"].append("Optimize cardiovascular health management") + treatment_plan["personalized_recommendations"].append("Cardiovascular risk factor optimization") + + if patient_data.get("FamilyHistoryAlzheimers") == 1: + treatment_plan["support_services"].append("Genetic counseling consideration") + treatment_plan["personalized_recommendations"].append("Family education and support") + + # Add caregiver guidance + treatment_plan["caregiver_guidance"] = [ + "Education about Alzheimer's disease progression", + "Communication strategies for cognitive changes", + "Safety planning and home modifications", + "Respite care planning" + ] + + return treatment_plan + + def is_predictor_available(self) -> bool: + """Check if the Alzheimer's predictor is available""" + return self.predictor is not None + + def get_prediction_confidence(self, patient_data: Dict[str, Any]) -> Optional[float]: + """Get prediction confidence for given patient data""" + if not self.is_predictor_available(): + return None + + try: + prepared_data = self._prepare_patient_data(patient_data) + prediction_result = self.predictor.predict_diagnosis(prepared_data) + return max(prediction_result.get("probability_alzheimers", 0), + prediction_result.get("probability_no_alzheimers", 0)) + except Exception: + return None + + def _convert_to_chat_activities(self, treatment_items: list) -> list: + """Convert treatment plan items into chat-executable activities""" + chat_activities = [] + + for item in treatment_items: + if isinstance(item, str): + # Convert treatment item to chat activity + chat_activity = { + "id": f"activity_{len(chat_activities) + 1}", + "title": item, + "type": self._categorize_activity(item), + "chat_prompts": self._generate_chat_prompts(item), + "frequency": self._determine_frequency(item), + "difficulty": self._assess_difficulty(item), + "success_metrics": self._define_success_metrics(item), + "follow_up_questions": self._generate_follow_up_questions(item) + } + chat_activities.append(chat_activity) + + return chat_activities + + def _categorize_activity(self, item: str) -> str: + """Categorize treatment item by type""" + item_lower = item.lower() + + if any(word in item_lower for word in ["medication", "drug", "prescription", "medicine"]): + return "medication" + elif any(word in item_lower for word in ["exercise", "physical", "activity", "walk", "gym"]): + return "physical_activity" + elif any(word in item_lower for word in ["diet", "food", "nutrition", "meal", "eating"]): + return "nutrition" + elif any(word in item_lower for word in ["sleep", "rest", "bedtime"]): + return "sleep" + elif any(word in item_lower for word in ["memory", "cognitive", "brain", "mental"]): + return "cognitive" + elif any(word in item_lower for word in ["social", "family", "friend", "community"]): + return "social" + elif any(word in item_lower for word in ["doctor", "appointment", "medical", "clinic"]): + return "medical" + elif any(word in item_lower for word in ["safety", "emergency", "alert", "monitor"]): + return "safety" + else: + return "general" + + def _generate_chat_prompts(self, item: str) -> list: + """Generate chat prompts for executing the treatment item""" + category = self._categorize_activity(item) + + prompts = { + "medication": [ + f"Let's talk about {item}. Have you taken your medication today?", + f"I want to help you with {item}. Can you tell me about your current medication routine?", + f"Regarding {item}, are you experiencing any side effects or concerns?" + ], + "physical_activity": [ + f"Let's discuss {item}. How are you feeling about starting an exercise routine?", + f"I'd like to help you with {item}. What physical activities do you enjoy?", + f"About {item}, have you been able to stay active this week?" + ], + "nutrition": [ + f"Let's talk about {item}. How has your eating been lately?", + f"I want to help you with {item}. What foods do you typically eat?", + f"Regarding {item}, are you getting enough fruits and vegetables?" + ], + "sleep": [ + f"Let's discuss {item}. How has your sleep been recently?", + f"I'd like to help you with {item}. What time do you usually go to bed?", + f"About {item}, are you having any trouble falling asleep?" + ], + "cognitive": [ + f"Let's talk about {item}. How are you feeling mentally today?", + f"I want to help you with {item}. Would you like to try a memory exercise?", + f"Regarding {item}, have you noticed any changes in your thinking?" + ], + "social": [ + f"Let's discuss {item}. How are your relationships with family and friends?", + f"I'd like to help you with {item}. Do you feel connected to others?", + f"About {item}, have you been spending time with loved ones?" + ], + "medical": [ + f"Let's talk about {item}. Do you have any upcoming medical appointments?", + f"I want to help you with {item}. Are you keeping track of your health?", + f"Regarding {item}, have you spoken with your doctor recently?" + ], + "safety": [ + f"Let's discuss {item}. Do you feel safe at home?", + f"I'd like to help you with {item}. Are there any safety concerns?", + f"About {item}, do you have emergency contacts readily available?" + ], + "general": [ + f"Let's talk about {item}. How can I help you with this?", + f"I want to support you with {item}. What would you like to know?", + f"Regarding {item}, how are you feeling about this recommendation?" + ] + } + + return prompts.get(category, prompts["general"]) + + def _determine_frequency(self, item: str) -> str: + """Determine how often the activity should be discussed""" + item_lower = item.lower() + + if any(word in item_lower for word in ["daily", "every day", "routine", "medication"]): + return "daily" + elif any(word in item_lower for word in ["weekly", "exercise", "appointment"]): + return "weekly" + elif any(word in item_lower for word in ["monthly", "review", "assessment"]): + return "monthly" + elif any(word in item_lower for word in ["urgent", "immediate", "emergency"]): + return "as_needed" + else: + return "weekly" + + def _assess_difficulty(self, item: str) -> str: + """Assess the difficulty level of the activity""" + item_lower = item.lower() + + if any(word in item_lower for word in ["simple", "basic", "easy", "reminder"]): + return "easy" + elif any(word in item_lower for word in ["complex", "comprehensive", "detailed", "evaluation"]): + return "hard" + else: + return "medium" + + def _define_success_metrics(self, item: str) -> list: + """Define how to measure success for the activity""" + category = self._categorize_activity(item) + + metrics = { + "medication": ["Adherence rate", "Side effect monitoring", "Timing consistency"], + "physical_activity": ["Activity duration", "Frequency", "Energy level"], + "nutrition": ["Meal quality", "Hydration", "Weight stability"], + "sleep": ["Sleep duration", "Sleep quality", "Bedtime consistency"], + "cognitive": ["Memory performance", "Attention span", "Problem-solving"], + "social": ["Social interactions", "Mood improvement", "Connection quality"], + "medical": ["Appointment attendance", "Health monitoring", "Symptom tracking"], + "safety": ["Safety incidents", "Emergency preparedness", "Risk awareness"], + "general": ["Completion rate", "Patient satisfaction", "Goal achievement"] + } + + return metrics.get(category, metrics["general"]) + + def _generate_follow_up_questions(self, item: str) -> list: + """Generate follow-up questions for the activity""" + category = self._categorize_activity(item) + + questions = { + "medication": [ + "How are you feeling after taking your medication?", + "Are you experiencing any side effects?", + "Do you need help remembering to take your medication?" + ], + "physical_activity": [ + "How did the exercise make you feel?", + "What was the most challenging part?", + "Would you like to try a different type of activity?" + ], + "nutrition": [ + "How did the meal taste?", + "Are you feeling satisfied?", + "Would you like suggestions for similar healthy meals?" + ], + "sleep": [ + "How did you sleep last night?", + "Do you feel rested?", + "Is there anything keeping you awake?" + ], + "cognitive": [ + "How did that exercise feel?", + "Was it too easy or too difficult?", + "Would you like to try something different?" + ], + "social": [ + "How did the interaction go?", + "Do you feel more connected?", + "Would you like to plan more social activities?" + ], + "medical": [ + "How did the appointment go?", + "Do you have any questions about your health?", + "Is there anything you'd like to discuss with your doctor?" + ], + "safety": [ + "Do you feel safe and secure?", + "Are there any concerns you'd like to discuss?", + "Do you need help with any safety measures?" + ], + "general": [ + "How are you feeling about this?", + "Is there anything I can help you with?", + "Would you like to discuss this further?" + ] + } + + return questions.get(category, questions["general"]) + + def _generate_conversation_flows(self, treatment_plan: Dict[str, Any], risk_level: str) -> Dict[str, Any]: + """Generate conversation flows for executing treatment plan""" + + flows = { + "daily_check_in": { + "purpose": "Daily wellness and treatment adherence check", + "frequency": "daily", + "duration": "5-10 minutes", + "topics": [ + "Mood and energy level", + "Medication adherence", + "Sleep quality", + "Physical activity", + "Safety concerns" + ], + "prompts": [ + "Good morning! How are you feeling today?", + "Did you sleep well last night?", + "Have you taken your medications?", + "How is your energy level?", + "Is there anything you'd like to talk about?" + ] + }, + "treatment_progress": { + "purpose": "Weekly treatment plan progress review", + "frequency": "weekly", + "duration": "15-20 minutes", + "topics": [ + "Treatment adherence", + "Symptom changes", + "Lifestyle modifications", + "Challenges and successes", + "Goal adjustments" + ], + "prompts": [ + "Let's review how your week went with your treatment plan.", + "What went well this week?", + "What challenges did you face?", + "How are you feeling about your progress?", + "Would you like to adjust any of your goals?" + ] + }, + "crisis_support": { + "purpose": "Emergency support and crisis intervention", + "frequency": "as_needed", + "duration": "variable", + "topics": [ + "Immediate safety concerns", + "Severe symptom changes", + "Emergency contacts", + "Caregiver notification", + "Medical intervention needs" + ], + "prompts": [ + "I'm here to help. What's going on?", + "Are you safe right now?", + "Do you need to contact someone?", + "Would you like me to notify your caregiver?", + "Is this a medical emergency?" + ] + }, + "cognitive_engagement": { + "purpose": "Cognitive stimulation and memory exercises", + "frequency": "daily", + "duration": "10-15 minutes", + "topics": [ + "Memory exercises", + "Orientation questions", + "Problem-solving activities", + "Reminiscence therapy", + "Attention training" + ], + "prompts": [ + "Let's do a fun memory exercise together.", + "What day of the week is it today?", + "Can you tell me about a happy memory?", + "Let's work on a puzzle together.", + "How did you sleep last night?" + ] + } + } + + # Customize flows based on risk level + if risk_level == "High": + flows["daily_check_in"]["frequency"] = "twice_daily" + flows["crisis_support"]["frequency"] = "immediate" + flows["cognitive_engagement"]["frequency"] = "twice_daily" + elif risk_level == "Medium": + flows["daily_check_in"]["frequency"] = "daily" + flows["cognitive_engagement"]["frequency"] = "daily" + else: + flows["daily_check_in"]["frequency"] = "every_other_day" + flows["cognitive_engagement"]["frequency"] = "every_other_day" + + return flows + + def _extract_treatment_goals(self, treatment_plan: Dict[str, Any]) -> list: + """Extract and format treatment goals from the treatment plan""" + goals = [] + + # Extract goals from different sections + for section, items in treatment_plan.items(): + if isinstance(items, list): + for item in items: + if isinstance(item, str): + goal = { + "id": f"goal_{len(goals) + 1}", + "description": item, + "category": section, + "status": "active", + "priority": "high" if "immediate" in section else "medium", + "target_date": "ongoing", + "success_criteria": self._define_success_metrics(item) + } + goals.append(goal) + + return goals + + def _simplify_for_cognitive_level(self, treatment_execution: Dict[str, Any], level: str) -> Dict[str, Any]: + """Simplify treatment execution based on cognitive level""" + simplified = treatment_execution.copy() + + if level == "severe": + # Simplify all activities for severe cognitive impairment + for category, activities in simplified.items(): + if isinstance(activities, list): + simplified[category] = [ + { + **activity, + "title": f"Simple {activity['title']}", + "difficulty": "easy", + "frequency": "daily", + "chat_prompts": [ + f"Let's do {activity['title']} together.", + f"I'll help you with {activity['title']}.", + f"Ready for {activity['title']}?" + ] + } + for activity in activities[:3] # Limit to 3 activities per category + ] + elif level == "mild": + # Moderate simplification for mild cognitive impairment + for category, activities in simplified.items(): + if isinstance(activities, list): + simplified[category] = [ + { + **activity, + "difficulty": "easy" if activity.get("difficulty") == "hard" else activity.get("difficulty", "medium"), + "chat_prompts": [ + prompt for prompt in activity.get("chat_prompts", [])[:2] # Limit prompts + ] + } + for activity in activities[:5] # Limit to 5 activities per category + ] + + return simplified + + def _generate_original_chatbot_config(self, patient_data: Dict[str, Any], + prediction_result: Dict[str, Any], + risk_level: str) -> Dict[str, Any]: + """Generate original chatbot configuration without LLM enhancement""" + + # Base configuration (original version) + config = { + "personality": "Supportive, patient, and encouraging", + "communication_style": "Simple, clear language with repetition for important information", + "daily_activities": [ + "Morning routine reminders", + "Medication reminders", + "Meal planning assistance", + "Exercise encouragement", + "Memory games and cognitive exercises" + ], + "safety_features": [ + "Emergency contact integration", + "Location tracking for disorientation episodes", + "Medication adherence monitoring", + "Fall risk assessment" + ], + "personalization": { + "adapt_to_cognitive_level": True, + "use_visual_cues": True, + "provide_positive_reinforcement": True, + "maintain_routine_consistency": True + } + } + + # Customize based on cognitive level + mmse_score = patient_data.get("MMSE", 30) + if mmse_score < 18: + config["communication_style"] = "Very simple language, frequent repetition, visual cues essential" + config["daily_activities"].extend([ + "Basic orientation questions", + "Simple memory exercises", + "Daily routine reinforcement" + ]) + elif mmse_score < 24: + config["communication_style"] = "Simple language with occasional repetition" + config["daily_activities"].extend([ + "Moderate cognitive exercises", + "Social interaction prompts", + "Hobby and interest reminders" + ]) + + # Add risk-specific features + if risk_level == "High": + config["safety_features"].extend([ + "24/7 monitoring alerts", + "Caregiver notification system", + "Emergency response integration" + ]) + config["personalization"]["frequent_check_ins"] = True + + return config + + +# Global instance for easy access +# Initialize without LLM API key by default - can be configured later +diagnosis_planner = DiagnosisTreatmentPlanner() + +def configure_llm(api_key: str, provider: str = "openai"): + """Configure LLM for the global diagnosis planner instance""" + global diagnosis_planner + diagnosis_planner.llm_api_key = api_key + diagnosis_planner.llm_provider = provider + print(f"✓ LLM configured with provider: {provider}") + +# ---------- FastAPI Router for Analysis Endpoints ---------- +router = APIRouter(prefix="/api/analysis", tags=["analysis"]) + +# ---------- Request/Response Models ---------- +class DirectAnalysisRequest(BaseModel): + patient_data: Dict[str, Any] # Raw patient data for analysis + +class DirectAnalysisResponse(BaseModel): + patient_portfolio: Dict[str, Any] + diagnosis_analysis: Dict[str, Any] + treatment_plan: Dict[str, Any] + companion_chatbot_config: Dict[str, Any] + analysis_timestamp: str + analysis_method: str + alzheimers_prediction: Dict[str, Any] + +# ---------- Analysis Endpoints ---------- +@router.post("/direct", response_model=DirectAnalysisResponse) +def direct_analysis_using_planner(req: DirectAnalysisRequest): + """ + Direct analysis endpoint using DiagnosisTreatmentPlanner + Returns patient portfolio, diagnosis analysis, and treatment plan + """ + + if not diagnosis_planner.is_predictor_available(): + raise HTTPException( + status_code=503, + detail="Alzheimer's predictor model not available. Please ensure model files are properly loaded." + ) + + try: + # Use the diagnosis planner to analyze patient data directly + analysis_result = diagnosis_planner.analyze_intake_data(req.patient_data) + + return DirectAnalysisResponse( + patient_portfolio=analysis_result["patient_portfolio"], + diagnosis_analysis=analysis_result["diagnosis_analysis"], + treatment_plan=analysis_result["treatment_plan"], + companion_chatbot_config=analysis_result["companion_chatbot_config"], + analysis_timestamp=analysis_result["analysis_timestamp"], + analysis_method=analysis_result["analysis_method"], + alzheimers_prediction=analysis_result["alzheimers_prediction"] + ) + + except Exception as e: + raise HTTPException( + status_code=500, + detail=f"Error in direct analysis: {str(e)}" + ) + +@router.get("/health") +def analysis_health_check(): + """Health check for analysis module""" + return { + "status": "healthy", + "alzheimers_predictor": "available" if diagnosis_planner.is_predictor_available() else "not_available", + "llm_configured": diagnosis_planner.llm_api_key is not None, + "llm_provider": diagnosis_planner.llm_provider if diagnosis_planner.llm_api_key else None + } diff --git a/app/patient/__pycache__/intake.cpython-311.pyc b/app/patient/__pycache__/intake.cpython-311.pyc new file mode 100644 index 0000000000000000000000000000000000000000..192da0fd3ded7f6afb2c268f4126e1e6707cc016 GIT binary patch literal 22776 zcmd6Pd3apcb>EveZ&m<<9Uwt~eBc6NND$yIQ4$vr+(1GAS1k}FXgK!)7;-kfH$xJm zfizN>8d8}UQs@Yh=^Az&nTq6Cc9n)no7QfUMoFEoZ}5%F>1)`^PSuuOp;~VJ>1)6C zckY`Ni$o{?bI(2Z-23L+RaI^Q&%eF+lkxBO3Bq4dApg{u9?Q@E+$IQb z2Hkg*CBewt}rh9a`8b{I%YcSldk-QdYAyOfICfvv#(Yt-EQ@rLJciSO-td z=QJ_a0&C+_N6ChyM_J zm^}gv3){=~-L!+kes+NM@|c~un1ig39pW+VxtPQ32s>JabBy(~HvF`4HiN} z>?Au?2%TnU*x5qp9D9sCUI;zGo@B#?&{OO@dm5$eV9&6TTRH1iYVlT5_DTJ=EUuA!%5c(3EVy_fJud=_(t`|bT#(tfBxe%IW zud&zjq2ZP6H9dn`X;@W)KY!;z)`Ot!Svwi{YH$DeIOZ=bCNU%lVg z$$m=NbR`fQm%|Y`ssE z=8O3>CAKBxi$)bDKNm*{fk;^EcDs8S(+E#dWF^d^kw7@6J>=dZpBy@KR_^gd13fun zJM+CNGKY+Z}O@V z4Neq@%QDFO{C*`GlSfhEEivV44D^9hC?-r%g;I_lJ}ci>BVx+_T!qoPy;M#htVI=n zEZ+_pEsZH|_u27)hPDJ1+3yR>7Zi+uI)*Mqe?;VoNL-bbs{wRwcuam4o!uRscvi+> z1wzq?8UvnB!*F6yVv5@B?x)&g9BBX)kk}GZLJ@UBK6H>q5Gd$2bQn)nd}=U&5!Ws$ zK_wOm%bh5VS3}a3ZG{f!-Dr!tKTr~fD3`~O_jrcDaQV8b8~Yzqq1HUp%D?2cVi()FtBLyt^J8E0#@s~f?JyA5qO2Gb4eGY#tz zbWP#!XVh-PU6c`q73CRrbNYYgA*Oi>a;-}S<2>yzbS!dJ;GYl5e}?A`bo)iP=Cez% z2uTZK3d3^QqV7#vVug;za3HVwln=*jVVLsi zAq}EDW@Uk}Uo`WUuY?vb!8&1^ph;K6tJWulD;A6JBw7T08!2A2na=Cat09F#nqpXeEND12fYWHh3Nd@--6wox)QLZfk(Wpy>7HjXK=5l}VT zHIieMM0+UFAy7=uLO@Wjgw@>-Wq%B)Mr`AmA3fo3raXvK^h-jo$3KjoGfPw;Mj(sjoYU zcfPrDOWnKxFfHAvnz@*+@y@ph4J&T!oo&g~cg?TK7hbH!Csd(N3$-dHEb#r}7r$5# zvmmI|p_Nm;^}U_eA9hN;U5+32SO5pT67NoREt1uB1l9vU7-J@feIaFJ#Bh&{gd!{+ zB!A_|$a8UD&`eR+5dJQJcLY@?KaGakkO#!Y+5-To!r#0o**2i7@}RQDhW=g#m^6tT zSaJ+}**m5r4|hSmVm6$~jh5mgMQsyr7Ds0uTzp+FeGch#_uL1R%=!+w;ziANqMH3{o8Ux&@a z{c`6KB?LL!B|pmH5SCiC=Ooq_ET&i%Y30;>6JEpaACCn5$~}@a_lRw=RN6;*UQ9UT zHEa>eo2aG5sXVhy-H#0F0Rp`Q4gydmqlQa~jfVq%%uvI1IPXoIdVD2$(=xoq2dRF5bBVdTEGW=>R3RF`arQ~04sVp(k1g2dGC=Fye9!*&9Pmf zoQCZJTU!IoXypW?6 zuSD(h0U~TT$8v-XM+hPfi>YCaj)T+26%d7xJ;vR>P@*s2YR*Y!@_zZryu#(1fU+k0 zvHC(P6CG0VMisC-so{YzY4F`(TaNr5-f%8R}f z2u9G75HB?viH8{qvt9@V4C}#1`xD3eNBL;@f}~SS$d@3U%^87IbDW^L#*|T7TmySdC|XZA;x!x>z!D0W)8PyHBjb^vQP*pF`k<`F zG5?{CCI*MXGAOE$E~X#}`N9)&E=RyGGc^#tq{+;z4=+5533^3QE}^W_VIyYp-eYKx z*S^%isE3fG9;OC6eg0VBGR@nXlj9Q_7U^JbE+#Q}41LPemApWsrut;aDnjH%cbUrj zR=JbJjEU_fakC9kXboCG^c3%YLt+6XW>g#kJO#OpLKBCmh%1peL?+EG><4*|sxqNs z2gk7rB}5|;mDAoKcPdchF~hLEaqW@T)ElFouvLJt1MpT36TwEf`VIjkLDB!yQ0iY#z7f3HveYA$7Ev91w9gL6r zkb*^pZxHOhxX(<0 zLxKVS!IO#8IpM{HRv^|TUnyPEL)hVB$4r7()^eHTg+-FQiAAEasa|;Z-#ZC*yZ4tg zrBNKCSq6^ImG{_vmxnPlb1hlmg-9%hje4QX>r@!zYcf@iT24<;T& zvD8E?=VcAdwJk}A2F8LDer!yj(j??!r7%&83B^{)P+n9o z(UTs1^vvP-5WKmO8K*gm1&iXb?qd@ocW(V@>Nj?5^>)cnH!!jDi&-}n1XUWw7GFct+9*1~e=& z+#Cae7Z3X`1eKgLM|d6(#SQvy)>pimv+ zWes56fdMIBSXhA^gnkq)mRCXyQr@9W@SUDfV{WDTND=d4lcyz)_M0m(m*RZ+#R{4i zgCrDSa3UiXw>t%WQPUWO{*G%{VhS@BD>apIK^Zsd4k{o33#2c2QjMS&LR#VomkgvG zE2dZlVh)FFm)O^8SR}f~y1QiGSim$z!HXT>_(V}GK#)@*{z!P#aAEx)jdQUhbKIQC#h)e-K3N5f$F#IZuB za52sqz{CUwF=0*$p`)=(YP=`8u8CC>ELAKd(LmpPm@jjG(2G-XC^}SfVO#v?inE(?$gy9E_MI2lYMRsox=F ziS{Rka}?H6ZCqi4pRFilTgdhfY*%Qv`;Kh^H>uwxa(_TzL63hxaRkEn*De7p)8hqx zTB%F)rlplxX|>MZw6uCjuF6Vvsln9XOM}_YuGCRo>N4MS-eV3OmA>@Qk=pc23?1=c zZgRqB4xJmrR2(!nhN+5A+L)4`v?YVX*|Ye5xZL~mMJRnm?3({)tJK0AP6nJ}yqP~!nK*zBSCV)L)Y z0VfpS_&$l_gbgtqA#(<-S+-GMP*e6fk?@%{+~fPq#jrExD&c2tcsH7U2&B%Ga8!j{uYe*Y2 zr`$Sflcz9CX#PCC^byPrV3M_e7VhGw+)h6Wb#?Jmjx%Y&xd8Qb?zt?eI2}5J^Me?T zQfaKnW2yT~V_}o$c6saI*(2}RASj@%Mh#mq0zNdXPaZyFh=W6hbmm0=$#+CGjjVoKZvlOC-I5f9)s$)&*z9mtC*AUa7cVamTrG&bcz}T$ORIO7&(P z&R^?GT}@q`k!BzZxUw~Xn@s!NgzYO04VEPkJ+{Poxb|-fG|x+v{$&VzO~F) zihcXs^mB#2o$j4!nI4)Rx^?K*p<*Ay=o<)M{;ayd%A>)EFZMLqg0Eio=ayxZEeOPO z2wQ$e>&6>GjN)?7(tMi~%I^zIT9Z}{CrD?6(sQk(b+)vWJjn$oSPLkjmtS%w0cka% zz9p(jk;jRb`0U8VK~+$jfI=t2BiOi(Kx)}x?!f&6$R}#6VH?B2P!wlA#Ovxu1b#~3 z-vAia%aCDo3@6jW^&+Fv93*oatlmT78~E3r0!RsWoz-9Vyy}_O3T$6diM4F{?DW~Y z?&@jF8;;iXdu#H&;20&nZnR$5h#}CD;~V z4#nv7^^5AYfPOiRN%6jDEGT&a4Qo^m@a`u6Hy{V%7a133J!!*m5^RzC(h=Rx&9l8VG5f-vKn58%0j8HaXce{g3!V>O7LaPI#n$5HoweT=i@a3U%GK?rg5w8*$N@^r7JIAnTowMd2Ldcwtel~?6z+|@XZHq?fk~xZ|zODZOgQ6 z)0?)Hq0I}TZT(E`*PGvJo^5(_&CNAD;%-&VbnP3>uQ$&$yw-N3EnT%HQ?+JF{Eqcj z?{|;>_R;r`yfgIPP`dMxOy?uB4cY42=?$-3omoEVYqq*>%3a2G_sN~Qv~MXUe*bv7ZJ*w>ugGRNJ*9(OjqCGeJV)vn7tfU@ z&(YeSd!P=Mgz~X44d9|i`Q?fz#Q?W>EqT%sE6KYoC72i%QCcvz;8qK>UBZY$I@p>0 zJXDlP>!cK}MZBXB?<~aIm@DsxAamyyUt1FUpF|b%N=a+!3}KbY1$AImH!(lFoI{J>z`Yd!xQzvkB*@0zdXt_%+ph-9SSODCaW)oH#&+=Mul55KD>;le%Gh80 zh@Stt|K4^W=d%9({xJmb%oC<3e}iNsh*JuflnY^QZ3RPexod?biJy)^9ry+Ea&xU| zt;o1gAt(|HgmGrBN*JKuMQ-ga0I+LC&2-ZnEw8uC9GUG+*LGxTJM`Mkx7yPc zU73om)FILf>~FYVchBsaU6-!u$kcS`HCt}2OS`)>?ryFkOsOv?Qi*J%{EBtJnRmc6-MUtlyjbU{bF* zOs{m<)F@EJ!b6P3S(bSB4X`5yOB{@U3!!5;ZHu(a{WzP#@u_(UldP5b%a=Y`8^`58 zI&cZ%EX%xm(=9))8GqfuN zO7|DuwlKHJ<$GnLYJ^|P%v(L|XyYHDJz6C|N|+ZdmEH3K0Pl^&+QL1uWiNu_#+nC5 zKinKgmr;~p@zzS203cn6_a>?Re;xhIQl=>{cLS_=Q4f1Vp;Sw`NW;jVw*lYH`2}IN z;R=-?+=u3^oG`igekzt877vo|y-*Zp7h@bTxc8Q(&7l_WjkWj4g&v#05@aZh7U>9L^Hj&kVF))3A;!SNRPubq8hGNr0-Q5}R<_r(wk*v-)i!V%}IY3nBXDi&kasx*5L z+IXjF+g#JObkmMZ(~fL?W45U|+pu!J!roz@7XW_sU`A@1PNb!^KlccpRj-U(A4wg# zTd`vH`0a;29MydnejL?)9Ggr>U&usX&?{a{SG<_1cu|*LyiX>NDc!u8WfvITXbER$ zC)!rd&c%z1vn10OJxNRX0F$1iRuV(3EZ`=EOQ4QkuPMES%0z53K(qLf&C8ZDJ*J$7 z$fOdABD0l+>}4TGX=v$sGiQ0d@re+o)Vqag1;%s_a)!Hi1D%qn&DrI-EE}auD@!pd zx9j0%Mmx232}U;4ZK?|-O>VT1k4oi6zfwjtEZVYch@;p#Wc)GmX;T1TL#G>R{2k}& zIp^w`MB2G2GyP<^_k%em_je z@4FjT+=naUK@!@W2Zynt`(=5sM1Z1ON;Im^=f;vP?NZ#B6qn(h1=^N+v{W=FEyda- z1qfRbk0sn1gFcmiVxGJY7kkTU&g{#U?kLB6&-pe)_qzr0P3Dr)^2j)Ie`V(M!Xs3+ zd5rZ1?Yd98f0MS9_E6GVoY&AuCFUv#+tBZYKA0^T*^(ZHx42YJ+Lggf_l{C>Y*m>vn4#bZ2vivFw`wm$J&5UF56)^twwpZ#U>`5ML%lu>-SG< zwq({USGz;P(^Y&&(kiUA{BfnASUf$d?W%cb)*KC?Vm>0RNmL>?$4dK&1n0IV&8vN z_?mdX5`s0oxAJYMnC}+UOh_9Cq(w`SUXmYsqi$mf@EAa!#GBxUXCd3v!Xx zQBsd(%4%JZt14NQ>PS|o>ywo*a&9R0f3h-J!P*j7jo9i0B#Y@Q@9FXqSt}jq!T`92 zjDJWod!kGl|1y$z(v$RPr^_T@8LeWUPgWt(Yy5zs0Qd zsdcg*A6qXlY~%Bsy4jNLN=c6OV+&;1(v*|+3%Fpz%>{NHlyN_t*-_4!FEy9vVjaac zqQx7FA=b(H?taSfenA=DBGmtaTEU!$ajFiK>{HH69j0` zxdo2jPgjpoaF75a;3qIjpby|kqNQIB(N_)TZNE?emmL{QQodNX%&$Xv9rsfivLoPo zE>3rxh!YsYKb|KKsK?=$XShA^@y{^mA~tSR*7lp89`2Z~<1~)ip$X_E?j* z3xsj+a6A&zP*O9x)wC~ug=mx2(zGC?{%i_0r;FxWX6Hj&hkqBeb- zeBUQP8&iIJfFE<4hgkm#afS__^@KEj7{yKh>c8f(IHtvhdKcxYCO~3_n{4ojDZcnd zopCQN#*|SX?iq3;tV*K8+hp#v>#2173J4B$1MI3{dCufNe#60rV_tj=%#VC6mki5g zL&T>t;uT!^r9#NOgipEX^3-!CI}>B0_i$|xw*?I=ZaJ$~B5gB2cBK^w#~DjJxg+G< z5b|xVx)nM93OTf2w=deIYd2p=JG(Q^?!rF(pk>L8`hm2kH{N;g;356oiFJHk~--P9`_^E&|Hjjuu7lgCoy0cJ>ij-2Nqns6BNym-L+KTQXbz1HJaWO!aYVMPXV5Lq)oae#;dM2u^|`jNY0 zYT$YgnY7)%=KqTKmGJfOoTF8Dv}RYdPFbcly;8NPo)f6jG4TY|Y(P9mH9ICgMl~Y` zWPPGSPDG4S%_3q&MR8>2=pV=;X?( zsj=(FQ-`zes_UEYxL3`&SEb!;8FyQ%51(GvH6g{}oNBr@G2K7sXww~ScWc^a{OOvt znVPjzwpVOfmwRgW^_9~X=UlSxlJC~6p3%}Z>oPU#N>j(@T&s20>bo_qGiPSozrEp` z8*bUY(eFY(wL;a^u*{sT(Jz4o@9MPTjrX# zq?>y(%{@4Mt-{BU0IylWU+u8!%vh#(Pw&pQwoMs9iCl#f=e{`#J`_PqJ<&4<6k^i|vO zPWMgs-IjPIomHtx91AzT)i{&5wJW`HTW009)a1w2t=Z<58!u#=+p~2I*%b%hKlT3A z51!Ij9K?&1yDL_Gt^ZBWO;5J5Wxm>3{oB;B>j?n}k(zsy7w5HZa|omYUHU z&MLiTt?r;VTjiOWxPJalRoh%u8@`3D@@A^MQ{r;bp6Y4W_23=P>N(HqnRwc>A>-MA zv&IU~)Wb8|ryibNJN5A0wHt4Vx77DHymR$-`#T|=Sl{-g*B;2MJuuZf6}Uby)0nPY zgGw~F%=ErChKdDok+!;Ky7l^tzqRhS0^jKVR`*=>*3_|&D(dMA)k*PgZOhEIne#XI zXKFW3*|SZpGf!liI;JYJwM{d&Y0s3cWa13#;~E&fS3F4k-X{(b_xFk?X%0Pu*$wA{ zc!_4lGh&d^$N}aR%x*X}lavIA6hOqdCdHrIh3eWno{l+B$7~|)*`D!iPaXZ(U3a}F z?Ov5}ue#&jFz4Qoc5lqMH)4KE6?$cBMrykwt)G+D-+D?va7KUfyuRUSylLr~jP#5y zJ@b)NaYt&JlbZBq@2%}=sXHTe-;s9BNxN>J`LOrHz>fy>-B038OT!sySeJ%r)Lc_5 zuO;s|n&)t9#-4Vp$vD>Nj?G!`rdxa7Ykhw-?WS6{4chLKBUE^0S+z7nZeWN?uvOe3eF5A9d->@swzWcU&uKl3i zesKDU=_fw4XPb}TTBmpK%WT@OHy=0O?D~!G_r4$aU_fu~#hYzu%dT2KU+by`^8!rS ze%>IsDz3ZkI9JR$SAch%YckF?x^vA(4J*Jq7hifbyGEW}c{6#tUa#MampJ{Ufse^z z+jL`Jw!SS}-7u|8g|iKL8}8kP=C8S48@w@?t!;$OmJGQlkZiR8pAtaPIa}>#mL5{P z3XcSzm9Bzqg@=v_OHZU@+%{(7mTSHE5du2>wGOH^NXDV813&d}8Q&5ZuEKA%K%XdT z344IXjm74o3B@WBQ+Hvp9KpXvYivsRsQJM^(f(r34`29W9CSQJuk;wtlfMA-+eBm? zfjNN1v3Ds}92|rSlqM{W{}K6qLg1$bAE!Zai)rLye?hqG32MFT1gib_Xjrou(G z7yK&61cRO$@T)LQ2rAh-4Lg0k86H#J6jMQfjOr@c@>DXJnLl_S;%X6oSxr!BPlYeu zqqvt#zn_59?FK^PXA@kN`z{6FAwYHI7rpr@g?fjASpr;r!)MH)DE)4OrCOrL96|{3`|Gd>=vCNAV7HM86fEK~BP8ZgezFFZB{fpkLut8ty%?i8p z`+KuOn_m8Ag%8PSoFmqwq;U<1$4VSqKLrTdKncRNvUzqD zV)hJBmdC_r$cYv;P=s=H&RWk=)@Q9gaxUT50^y8_p%TXyrT{?)5qE;P-o6b{`}op! z)H+1zISL^w$9}>3B1N8%2EZA@u=Er;<5GZ}g!DW)$87yJIOlASk@Jjggq$a=&z3kg z9|Z`ysARWL*)Vfa-#LNELkqjGf-ov`7_@l5U^zsswjIvHD#Gvxm9;b;SCP~Qr5MhW zX7`MV0Sc+6;%kfZY=G62txl+HoSD#fn%Q`-+8*T?fc1pY01SQ24p2B?IY}wQrrv+a z)C}U{RgON9hmDk}NvLenJTLMww7tNy0Is4et9e@< zMEYUN8A^Ft9ODQ)s||1sp{+$t^j5RUyeH3zBOLA7JX}X;>#4%W_3an+*b6v8$2-4) z;yb8f=k;9?6p&arSQ`nWlX4E|J43*@YT>$=t&h_N^b*FVLgV<1I%^K4&8!CCW9ro>Tz)tYdno5t%DERp}uQ`)m8Voo+)6%#ze^LeQV^r{0W{iV3O$3A2z2YpUpNd2M9jO zkp?NdF7MP2P>&xrd)#KC0uFJclR$!eC3fwHaRJVdxeVC&$Phfm5l;hg#Vod+!oH>J ze1_0cu6bdT1!VHz6Yd+f*es3n!eTJp{|Uu@T1@hYmRf9U7lG+LpHS?l#U!Vb*2u+x zXd)JS$$WZ)oqUS{VIua^Vp5&p*rMCJ@M2lEuhIFN60`ObI)78rN3Qy*y6Y`^!xQ@O z`ONS$Y1c@`HIlMt^YO<&JouwSY1gTY>l9+$4O45cZ_*n#rrn(xcW25mFWD?L)D@+` zQy%209=oNQD!mBQI4Ey9sB=

    +S2?>Phr1}^d~k`C;G9`{7!%?hd+)3*pdhA zk?b_XBlxYm+;MkUFoS)YR>*m8?yoh|EFbA&836K)^pB(C(bRpK^zbaDDIwSg*dy7S z2mbX;ipe>!^O!@C;`z3arvt+__^ZnSM)Gky5AyZL+sl&tazr)dpLq7(XNKc>=qKZP zgq%$BOsoA44njY#pGFz!Zv-z=f%JADs>wgQ^EDqzts3=On%(&_t4-mxv#h^5?SeBW zr^$|fR3wUiT6TIbnSE7SmCLnnkJI-Ayh3D&Jv;86aO4!-!tF)%cqXRd;IBkKsu6{q zlbz<{;UNSsgZ^~`!OPHa%2b*7st`p!%T9-DTf(JQbi5MjKBDrY=oagb{#QRus!9pj z6GeX_JH5k8zGOw{`8wzYcn;`qRQ}Kt_7Br)_#5&6S9mWUx?YU&S6Z(ZD|*HS!Or4c z9_Wv4EQKL>ZJbyZvwV(_;J0aVPt?ugeyqd(-c)-8oFa%l6&&?e@lqCW0UB zst)mM^tXNE`arry$FpER@+6II-Po(V;5RBiz%!!!(+bb1sHI-7!7>u5YpO>-h!_XU&P4B_iOk2!`sLPRM_CzC`1#`X??)^fEBb#P13aDskJ1>3BB! zZ~gIXBYvaf&CN)W=0s7?WGCO}_*Dv7)H~vOtz#^b!Yhq!x~Rn2;hda?{RfUWL4W=D zrv)X{lBg#CJ+9RK!u%IEYjQ645f(w=`M!4zrAN{)JyAQKN1-$M7)AmnqtMwB6&cyFR6zf2;)AyzS3d!AhRKM+?V#W2K3TIF5 zji{Q|@qeHgzv{O~I*{CsM6n(uI|JSoPL>q!5b->Pew)E4|0!7$@?XC!ZYe+Pr=Gtv z3Ft!<^(xhw+W$p;uzozS&v`NbFK_+%>Nrnz{@;c8dJ@(2f5+|?NMsqeZwzQH!;@fr zuS+JoDpzx;@Qzql=|TKhkCL5cc!vl&o|uoqPt6Ewd$Xi^z0;Na-H4VXDiibb3Z}^| z7T;>TO&o8I*s`Hh=;pK@PgRcxUzSgoZ1AYTA*LJs=uT9#4id0`4V5W_Xec+*17!5A|Pf zzj{*y52CQsvUA9+0uPxjU2lM1V{E@yh>tJHDY{|*h3D(he*WF__3HHwY)@G#AMwzx zuw4xQU+KpPqMG_w=*s#;=6@mTkj>^;#wk3j+whB}N~-HGp5#9O;Y4L(`}zAvDS1=W z|CD4^`-|gHkZ&3P zKf`-@Q9=WWYV3F5)0hv^?ap8CP4A>$udTN_x@rD}op{>ho5VhWvOQl%@DHMdh7(0S zmz@a#bDy(8F5e40I3LSOQ~1Q9?~0mks>k~WlmAenn(}uj5)&?Y5G+6U2MgL#BZ~3Dq%G!(XHO{HC8jjU+`z5k)-Nsm|YgKR6;^6n^!2Axrf~{wwP*cAUgnT>h}jIOYQW zG4x{@(E4sqsCC`&1F59iT!)PF7N{s)@?R5LG9MQ(okC{XvC)HV{TT5wq)+enS z&5IQ97*%q-l$K=Z!6~}QhklGBs)XEkj}iJY;=ms|#Ld8gq(nnm|7$6U~nRdH%Z3;RD0-Y$(4>W_YpE zqW({$_>+ig?1%61_&b#C#~d;Lz_DP6vGn_4*Ko`wt^BCh`usDJZ?yjBONz`Oihfph z`rf?rSUgXF_H$(Ilh#>Q*B1FVmH4I;ML#Dyy&Bg|WSBo;{Y05R)e`*Ei0^lzn)+9& zQop0(c?G1aJg?xuDY{|%`>)rNAP4!6<0bGn%K!h(`01ao7tJC?77*3cfA8makX^p-S{;H?T#cri1)Ra;I@!~91)l)rL( zv%cV;OA+Q1)%3p!{px>UT}OYuGGfJDvHz&R^Q!xg^N8;cqMG^>+NsS$hU;Bu|D6uF zoETWCp7?&F@}p$MvrRaz34bGgqxpjoKjgrE>gTTuDZ)~s80W}NhcoOgOa4~dx6F)K zv43{F`S+{RhU((`{fKW7QBC>JF4jLxvLSe4w7>SnT`FamRhd(Ci_0JOPd|TIObIO^ zs|o+!Rkb{0BglgQqW?2si#n@DkfVQ23pUaxPo7xGsU-#Vh`CuL{wg@VZ}G9h>Q zN_X#w{ln)ozwZocsKPU>BEGdm(N1Nj_vH79%==U^=jDeki~hgmwI^LyJXgo>tBG$7 zQH}kGD|q)U3#Ro4)T>BmyHS&SsqhY#)*s}na($vXCvg_m|0r=iUTMGS)5!lqz$2t} z|4-2~O7QFLM}QK+w1KFm|A&Z7NnCB7X$^GB4OcuVp(*)2Tda!fq0u%Ld7V|BMqoT8hy(U0v! zHTFBO>WeqbC8}?0`-~d}y!M7XSJIDI(Ok&4to%$S)c*)NP7V1+{5K5Ff9#}$b`jOI z|KLOK-b+c16nIJ0%L!?Omqh)6UDem0-6VGpQH}kx{WR&5WNqK!j~i|~#QN!n^Dcjc zk5=a&M&EC=|6{~YYMFA=kDg8C`%=vvIs7f-&(;XvrMDk}l+a0{n)>Vee#u)Fc5i5# zt1~XLdKB(Fu+)ydXM2hIv!DDA5!JN6#9Cctc=z`6?1%O^EZ~un3ol($b#-^ae}MQ7 z62&}2cAC#GDc;8%%Tl;?Y6mP|A4uE!nMph&{UP56k~3`oh=+bn89z7({=*dE z1W`@?1^?FS0kb*kbM$5&b^T@49iLKez0~p75#l>aRFi+E4y6;BBf%@6UA(Lww5p$t zJ*Vh~`U74S_EQg!e2fx0PE@o0;IpCAI~Gd&5BPq-Bcv_=gT?bIX&t})*Y$hlv;O&c z_aORi8fcQsO#J7UO=Pxb*DXxirao^KI)0F6R!0?{>=bdFCYno=LhAFBiZep&e_{Tf zw)|6{SJ#gpEo=Yk`deDpA8>vG_Cxsr1j zUHpg_r|71$^y30iP5qC1yd+#28rc8zv?j4)|1-Gm6npyswf{RueCLUxp2|)h=9(<| z_xYoa&-*jt{A2oWOZsH@x7>cC|3LfE_aBz!e_)Wtu9-~obs17uz{=hv4~$b&ozH77 zlp;dCvvh6|E&Bh7-nFW@Cbi@g-E@h5gb>9%O?C!2?0hSIE3vGSbLJTF{n^`J?l)me z9Zt~=?FZta|J2vN%M{@TQBD4b22YM=egrRLMd6=q-rG02q^`eSA^+<{HT5U3dHrXS z!-i(9em{3noF8iF`2MzyyZXGtRpPrwR6qYMPxcq%*V08cRI#mK`SY-ptO?)$@8*x{ z^X6%7e~^#%hwD`Ex2*oD_Cw$Qhf+d!h!#V_a{VbUyacvp$ z!|2Cdq8R7OPVaP9PuOmPx5oad&x4w45?zXl@3&08$%K5-&%ccLjn;4Pk={>;;yYz$ z@bu*r#@s2qziXF*R@ZuQa+)IOM=Vjz{K3|4?Q6C-zVfRM^8DY9!ncN$ zZ?I^bdVb+P`9~2&KFQ8t>C79+G^$NX*AD9QbB?;51J{=hB*W{AWYwjZPO_i>caW1^bzt9QjikJuQ3S4X)FSr{HR=xSx5|3l(? zL=<*XcD7>gUrNVx?I*49@c*0nlY0I&t?iFKOPoK_U$=cq5#ouWp32U^5zAIEzgjJK zus?5z@k`zhO~yA}*nv}Y!}3Esl>Zj<{g1kW{~1L{AgZxn=KD)Sdv|}(Z{}U`yxXl( z&IK>ps_SQ#)&Jli)N8KQ@lzWsRevM- zi)s9T_N#}ddr5L%5!KkgfCC3#vlCSRP=A&Br`BI1`IM{);|IVx!QY4<@O)?&(=*i$ zI<+D{2me37qqTjlqN9b%a|(~XHCyfpoXhXY>yMQx&*SS-;dS=R~-pWwRQak|B}?}{A*l9_Tf69(yU8!<#g*=&v2=^}QDJw&F#{cH*`@&~{+%^w)M4nbE__iulNXd_ShS zs29jDge&s1igMI{-;Zt^uD>?YtyA|_JAe1#3ff2`p6$=@wf*Y*aG+zoHRrdZ&`&`> zDJsx%ARqY${h+V1OkG=`HK5rm`e)|)YY0E;o0;R90MbMLz^#{8-Hi4$hNFJ<%P8aX zR2nYa3V+_8^#3tGRWyXWGML-jSZ{&;@}qvq%;EBx4GZpga~!AKU`99ertbw>0?>St znf}~vNxr<-af#sKQ;{c$WOf+<&`@%gXHBx zxPdOE#81ytn{!Yy7xu-B=G269q>JOO_#XZ7JLDh2|GqrrZ7?%BWFg958LjNt@gwiv zX2U2y9D?!I24{A&@K5c=EH;K8+;3v?^E(SDWs zE{D^fJ{?e7Mub_Pa9Z%&)`q<7wdho}1!@TSo)t%DMOZ`gq4r2lOp3H*9 zw45GFdz8@&HOkC7g}Prs}O`-*Vr5BUl|$~T!6_?&0m zx67^^=v^3ZD*0K3S0FT1B|X)i{P=x(bSm|G@?|Q&cGax39OlWwOD;Kn@2hF zIVx|>>YeFvL?Rni?2O-h`SxF3;xFcW+`3z^ioS(a32)-ptlsz~cY4AqZP>9sYpz)4 zLlGTjveL7&s_0u-m1$1=n$;J+XZ~BZIDG8LB?n`fD=GSNMv-*;Z_XF`V^sxmHLF)H zpNFPMB|04Fn^+^3MbmQci*lcX{q1LS5@*6{GghYxA;6?O4)K2ZoLTk1#fa6fS+3#k zWnI0?nKcoUOhxT zQOt(g%^0m-DRKhE>Nm_uTIHjjDe_gbh+R?aI-oq|^n?96J!P$G`<`Dn^OiWhRLuXx zf*jA(-6!m}<8+K>_c)<)`nKb?o2&i68X~!z!d}#IIkyoS|F2G~!p} zJQ9z)>gx|qo7j;;$mdk2w_S|n84=)G=}QbdP3?bhaE=M(FVEx@-2{7wU0=B6@W7?@ zo=NR$c8Yy3qYrK&hJj}m4-3sSOz@+;U^g`Ui8()imP#z{mZ{yQXmNX{bZEnNgW_EU zzh&RA?!M}~>B6KJ>MiP%?9C4(rAXl~JiT7@j$-vG-qjKI8(mLzO|yL1S-t$ClrDCC zVUJ{Qzw$>vN&HT(Y4vtQvRV{xVu4aA&6ajavwYNF3ptt%L z*>v)IXCc1?B~*qe@>6!2(H{?eniO-Vcq|)8;cf4aYP~w|ufqP8B>&PxVb5hJZyflZ zy~?-n!<6n(0{w1>U90hP-nk2YTjDE46#ba&OthN0QL14T@vZKKXx5&>uT{Hw$n|~? z!EaQ5q6qz}G4XdE;@o@O2+Q;TbYZ7bIcLQP`xl;5hL2cXpHp&%`Hy(W7iAg6PVkqd z2o;FJ4$98N!oB0zX}Z0E{#ilaQg3gRBfj!PHSOOve()y=w`XDBEAOdYV$n>?caN}p zh;;Rj3mN4<-|wC8X~aQsdotb5nYMe&*W{$GVgA_|^dA)|p*lo0^(U@*N|N*{Pq)?Y zcSWR)B@ zwZQ(9*kknDPUdHivt-B`*6go zM?V@8ML#Y(<7!q4lW=+o_W#A}@-c(DxpRtcLciXCJT&dsv}w^ADQ~h{nUDEH#r&nk z=-S)c_&SUBXOw@|y9)I$wB(RDz1|_~m6a!lI|=zl{NW$kraQbZQq;f1`{Bh(6mKB- z9ZBy-L@|z%o#w~+{+K$k@ry=h#Od#O{R`!vSK}9p^;eP&4#N0Q>3=M5|7&#UL6>#t zQ&d4sPNcuK`~nVaU_;J~8|{`5#a2^z`BHtpZZDytFLCm3LR3?J0alX^v%v0ty{3EL zVr~?^>W{;F^DgUe`S;fkyFS})ju`*!?sl$OjkdiZ*0BAD9!sozM4tbne@&X~Ts{6& zTfyIy^lC;_V}HB@7k`!-{GvS0iFnH6oR*J&z5gS6V1B>fPqf<}!JzOU|5p8N4tIgm z)PnTxLR2$;cWGDbofNt7NX|ZmV%c~K|2$=esn7KOg1;sCyAaisziH^W^{icZo;hA& zQR4R7)cqAE^jWH|AG9JqXQBm&%EWfEe+rvE>_)Fqm9L5UYu>u|>NGylSd@Qjir?mE zeuwkR6QrIe#(jKp>a1wLn@<$!T+Y4`r|5>|k9ZirDa(ltg1;?AfPKO|T=sV9P*Gxo zPQ19c;=mno`gTOwd!Dz3+6n#J5&thlg`Fkz1)N^QydIAW({RR6|NqVDy$EspF0K6^ zeU>==i{)SV8`)1K-ap^o?m!83CaS4FE?L}fOPxQDYZ_lMOpHI{T@xo~i>|^cx~U`m z=tNXgf8&~Ue9Lfp9p$2&UN0`n&q)8gG=9bUjeh;Zi2sqn?JpyKd?)G;wpHNYm3|B+ ziuEMfX}&#FXNm6y?-^07CxtIta&kkfSQWk5mHhh>)!2{V3R9jk+iefVI&_a=sNch! zZq7Xan>v4kUGGKw`u@*l_S!R#w?#6H4_ZVo-ua<}di$>%@pUJv8GpOnjZcwouTH$+ zRxMo2ztf%gwmJ829XLfdY(I#H^3&Jf9uxujgZMH{Y;)_iSSWG5Rj0VB7V`&hDIc?}#(D9$ZV{vVp*@-6m+ZvVh8Og7*CQR}afd?nckar;i` z{|a#uXITI24Cc>6D52koYU&T~-t3L!O}9s|e)EBDk60=n<%j&&qqh&GgoY6Y)+PjIbkUxU>MiR|SR3?d^tA3H*muYmdjcbg!{XQ~$WlM*8oj9Ty=^wI? zFaNsw97Fw$+&p;t-D#x-|0qgm9MOD4WfHtG@P*W#>|aIlzt_iV#ocFW|1p~U#}L)< zhwke7Ny@%Ge){c&u>$?2$SkXd`!3bt6y31?A|C9Ae*JqaMeretenNJ7&+Q*CjcU>1 zY0n$#>jSs)+*|BfrUs|z7RyKe>E#>ce<-b=!G2kr*Uu^m`Qu5E--)80%1&PHZ4%r0 za8QT94R-{3d0F4Zes>0|^Op(4=Sx(R|F$tVUNVgTV3)SUJX(1tkcsi*MBUI zPWma2AgcY}RPvuj6!|PW1Kei4WcvA2Snk0|Lu1q4f1&=Twf|Do3U&nlzuSKd3qrr3 zKNdZMzI!K8P5TRo>z&AE-s+ua(X~jHMBz>=9*sJ1Xo9GJGs%A?QOJ><0h^vZmE2{>@iEO3S0WSDPd6AJ(Jrif3lTM(0r1A7+#P ze4_gCe|ZXbEC;`l{X#s*Ppkd2H5h*^ zAOQ=BLXPY-qbDie$HeV>W&BuP)StBKFOFl8JWKguKlJ1GMU>8Rq6LY{#A}}EEQ@IN zG}+J`c z`}G&K{Fjp4Wkk`>$xiRuqa#_7g5i_542%`)$AcPPUXrW3gT?ue`j2+m-(3Gy`9}IH zY8?~kVfyjc3ewx3sJ{LBm0UbEvf>Gba%qsgN&S(P(|&ssc3pq0&Pe}Nw0@0xtw--z zMS5d>TC;v(@|pZas

    VXK;x~20L{v%>PaM{N9|{EVdt*|Kb`A_}9>nO+@n`K&D0H z{olZnZ9X6Q5+Tsb{5NfjzS(-1DF3w-KY(avqB8O5(kp`5k4ik@XB)-Zk^iVEn@5c) z*jMncBmeb8QBJbcXLPHj%$D}ws#AF8OshHv&+Nj7W1d9&h=~4U-ygk=Ti>j8v1-`F8DW-BHM^+`Y*q%tIo0#&mI?Zs&I$Z zrSLkfGT%PnsiOaEA^)vJHRW&TJujGfk6&E&TKE}(UODpo;j;IWRrE@u_LKPFNA#6ztgg8 z=zj14=ZI#cKjL9rk84cuH{$P3=P#^?VSC@&;nB6~bMWt?AIFGl+E4JJ_-j(c<#9)g z-MS^#ACI-#P(N^VH^IM~`1TV;JCU6puH6$^Plv5dZ}E!^^`g&mmnkhOsOJav5Z_*+ zn*PJ<*0(rjH@LLbuaysq{10r~bX&lKrlS2DeLp2D(6@0t5dQnJb_LM>x>gA-v-;cJNTZJQ?xc_(wl~I!tnp5Y>!dTxuoSM0wd|MmT+QTZuqspy6J^+(J2)$@OP{^RuBXNh8-oa#(Pj|y!(Z_1PQ z5u*KM{`&4i;q&VJ{RHvRL|2@Lmc4!N?|R2}?{^&1a!I&AZ@C$?WLnN|D*E3^;y+DP z(|JD|HHfh{U6rPf{5=FQGNZJU9tE~lWfOxQ@Dpy)5b3jTmJe;D6K!iezi_SQ*ws(8}U&7`usO4zq7P|0e=1ZZ7>NqLsYZ=;qd(8M>bi9e(`?|J;vz!mCwp_ z3hh_Fe|nz2`vOs|{pfk}ixhadZsmb9&I$DTj4f}BoOSv)PSFj^&uIPkA|-VHXZhZq z&!0-it~PO+AmbpTe)hL-wy|AXRsJR73n7YrN_P5wZTwl{Q$}XZ;-&U~_q^M;a~$8E zQ*=Z9VSkW+di!&k5(*=Vb|O2K^Q(8yEG+uzra1rc-mhloM&H%`^9u3ZB3hJaD!-HK zGv?z}_{93Br&%TP&vxjS-R9}urMA9a2F#^$m5 z`jBPyCq$r!09Js+nXc21P@u}_x7B0UYuVY{&4KrTgBA=>jv@NB&zSf z74Kt?u&c`aCGF@RIVklNbA%Sb-@f7D<7`l}H?{nh?oufGvL_CN4l zX?;Bp`)}xf$`E=TeXc;yiiL+t9ag7HmaILL*Z<~_f7!(j3s3Ft#}VxT{fHupe3qTo zcAw&zC++`ZTrem9*x_YIHcWH=q5lT#1LQ~3j~JpDXQawc=k-k?rtzdC}NMHVOr1vwTn)c_Llmo8nm z#_IaTL-Kz@RB!*|o*w9Vyy;Rln!>YqZ7OfGw~zS#N96yQDD0H%G{2s#cn3RrQh4Ci z&WSx%sOY^$^_SR8ZuBEy>7?VukE`=POZid$O8(h%r2CY9#KS|S!OyS1XMULqM8^+5 zCDtE$=Ls3vBwt?9#rmn|){qR_kEpLVz97DrL^bp8>DS(#l{(jpYFKaZ1u_2{(W0i++&yak z8-2gg{Wl|iMJ@I9Uce}jx`yK?^nYl-`uTI}HR5IU=yrtH8n3!u4ceM!EcJ4nwY1|> zI~hVt2cwmzaJl;RJm&H`GVVdO)AM+p8f`{+Kbgay%CHDc*39Ei_B6a&I^XYnki1d$ z`meeC%-w)Wi{6aqrlMB{d%5}Yzs`T}U!lh+eoMwl$ew;8!TdB3Fd%K3PS3UNmj-kV z8n7FA1q>0!&)A298~FkHV|Z2$e~h1Sj;A}-XJuZK%wV73*55ZoIMUOPXD~id_%jQ+ z&?n5dU~;=7Be=PqMU5vI0e5a|h9T+A?~DyeF6h;Sd!=qPdA1j@3y{}~U}XmWLwJ6= zCO_zh@bp3tMc=w2{hbrLoP64-D>uVh+;HX%O)Dd=?eEOP38lUl!MwoTg|5M49SATr z#Rx`4f4>R)1xkL@5wHphOh#=TY(!>qColz8qlSRlKzZ~mciVcyhkpEb8C7R#fsq1c zL@7@fkzdZK8D61{fJIRBZ7t-PVaz(U6mHZ9)F;TpwS9aaUdOQ-7agVvWab8lCu+UrNoOeZTQbW*8!80V|{Mm*(bsst@peDa@?Tt|kJu4f!|4 z49n71z+UOk|10SMCdZo38hB#r1bzugsByptU{+M5|hYF{H!{zxDB2RHIj zDL=rJq!%y@i2q~x>R~3-@3Ou!C@0 zQ~9YdWy;y_>rGV{+7_`ug=F%UeHI$-#Vgv zlyJb7$oiXMvT6&tO8RR5uEbZEx8`12j4TKO^(*1Yq#Wp zaYFt8Hb?osyh1+g%Rhxfe}rcz*b&IX{wUlSuOa`y54Zk25Aqx3pg(Ve`i=5IJh%}K zfBkutyTcoQYCXq;_e^E*9?8eePoC_2t0x~sFj6546O)`DH{&x1CJOnF{zkE1g~-0B z`v|D-h>!Bu=dTi;!VnHUmHa5r;YR+!t%PT${-%k5{Q+!?zCQrJBEPh5{E}7YR_m7n zi&l^7YcfN5LJ#PV@>||~^7L)JJMwd>1|y|E!H^ae-?7RJOXwoPQ^9X1__yTd{;97U zA8YP!n)1b|u%L2(i2O3wXBoy1Fg|F%fN4|eANtcmlpnAkDGc^YfeEXreD8uT0)_`L zqRRIqi1?5X7$F6At1{X1ngV7C`GNjZ+1IHlV2%_Ru`U8O$_(o@0{W&f1*Wd4$S2e< z=X+Bt#-;eP#bJy0na*eJs zShOc=^Z2#3fU(o(&wVotWGhkMc6&DoYVF%h*muA%L0^pbp>J6;3{_RpzObH&aP;qR zBR}B&QGXSN5AyWks1M-B{<9L_h67d({QCGxdTRfR{DA$+8gjn>f-9cFp1@upT)$p~ z_JVMIdV2ZC+&7(yecVUn?<$rw{k|{U$qefu_&)vmhLWDzpQ1eQz3897kNifs{`)aL zg#NG(h!6dRn_za4KE788|Bo`MTNn_^3E^BhvOEq)7p3JBWY`wi4MDO#SV|l$Sg=4#1b|&_2a-Z$}Gk?V#A7dD{3x1il zF{}SCV+23qWBW(54Ii4WWt0?pqx!Kbf5x)ul>Vegdsn6=4*WZbPUdx1j<-_17F#y+hE8qD+<>y zgI4MNB>jb_v8*_SyPU5T9XzY&n%Xl#XOIp78qIO?K%V?cL%avc<`i8g$v8(u?HVNx$aZ=lG8BK|&K0*oe zlQw?!7z4Uh@MC!u<*v=YQQtmFDf#BiHFdcuj-gKU2-@~B*@=VS==+VfQL#OdpAtlS zlAXbKyq_^Xu>Qo^)h>%|#O1yl_9ahfBFZ27qTXw^u}!waHcBZsoBich^q9#1N*VV3 z^{AnGjN3?md?)Iu*{yj5%7`D2py9jp%b-U5xQ2;kRQ)nG>=nKna%4SiJ>GtnuGKGG zJ8Oej){#DBRqC+)dT&ln3+tcy2$|A-*$DnZln~k{>_Mvcvxhs`vEb=WJ}YCG3&pFO zKGWEk=& zHI~p@*@i^@YWtwP)wix{`!mv?k~N`!0=hZ;jrehl8vVTf7)EJIs0>laNp+qHdoG33 zHaz;JomN4~^QKhi6y4(TLqDz9Uv;_2NPjolMnbtL+eoE_{Bop74Wh_r*=gHz(H?d& z>Q9?O*X|1#GTYKCuKfB&y#`;N_^J~{JCdD&ul9Ukan1bF&w6x0^xucqyCnR%%uU$O z3dD!@1v@Hx`|Vkh%v$Blkp1G2L(HDyg&%lXYCuD^|3|y1NZ}eg8GL-gJNX)E)pT9f zZWNE;eHfN=;*>|~HF~4`Q<4n~f}PltI$!o{%SoIG$73p!hvxgO{T`i{{M<&i>*Ibx z^xs1#20bd|rNTH_CSQdaHH%4u{a4hAbVU8dGywWnr5_GN(I3jr?KgYBW83Kw9oP>% zqJwcW%B33dqd%9O=3_{9^avm7Z+-J4d?iKsTl)RzfAsd>h#%MB@csYx7z+6H`DY|w z$(GLo#!^52sY&@(kEq6eBsO>Yz?Sp!tBWlT7uPWJwm#Wy*?jdFRW0JHO%&~1c7{&- z{+M~vHZJPrNb@$X3L|5g{wDE=FqXAQoT(1|s7n<6vFtP-BXj(2dm{GZJ+Y1K(ErX`_eIX)F1sdaHH>cAs8Z*f3SVdwbPCi7V;aAB8({7iR=tm znea#oef}xLC;7M-zgF5i`1QQ)%>}KN64dqF==$ycFFq|Nd9UxG?^~a0puLV&}|LJ=# z%O@#6!T7-c-18=R=G&G-a)$aF9m8!&a$6C#A}SM~4H0jsSp^FiKr9=g{##c5CKLJ} zz5TV6AN5af|J#thZHXeEWM{DV)yGm|^Dg`Sqc)3cOrz$8giQa_CC&XG?0f3tZK>PL zB+fAZL;hp?u_qW8e80Z`Y)^{JA*vZadfUe>VIGxB7rxdamQAAsmc|EfotATf(BGN( zFh7Hxlf4snHUBEjOsN0nk7Dxr4;A?FeOn^8y_q8TEiFITf2I5i3H}Zwe*{sD{?;?5 zUzIjKe(d!5Y80zR^4It!Z`d$ziYPzKYh8(7Gk**?TI7=ym3%XC|IP>E8hWL3?fY!_Q9Ux}A2VC1n(4t_WK(T}Kp{E>Nmg$Nm-;1bb z{u26T?h7`#aJ$@PcEmE&uQ4$TpMJTxXY!{l-NQmlZH?oy!p zA1qm&e;Jiu1OIpBu6~SV7^h^-V1ML_Q#VfH4DHAJEp|-spY@!rE_iinBKX}Y zq25F_^*=Fa*JEie!2n`?!`lo4*h=sl>F+==%ILq-3ZqpBHQ}7$jMExH?e1nK0pJZp;#np+- z$8Ti(s{W_MHD0IE?scB8Q(5uOpXV$+Or|5?E2k|ie!0`e2d()5M zL^bQDrppnCles*rbDY|Ji z{qP~G$v@kiYon#k2fEkZ_a;`%-+QE=c{;MLgWw-Sd}E1f>aW|*1&Puc=LQZYk2~TT zMyIgdeM%3seE$Bw8GoqPpm7X<)HRKxALEIlp2*IgHIK=5i=NSe|NpgX#1l#HNknrH zm5KQphYzhkVqNavu0Nt*Qs(b9ImAq+A5(~G=AU+Xza)rfi2kqU-&E3jHc|cj)4TWK z+yyT`V5KPBw#p3Wv0kl2|1pjHeib9wu!&mhepzL`Wd{bxv#jPF>Xj$47izBy+&eW|CD4yf-wHqA3HMQ*FPhqe+1o-pVseSfA#BkM*Mh21oOuRw0=$5 zWtvMr4ieSaPlsh0{$zVwck~^W?lyCw`QtCeqek?qGEvl@dBhh$R9}7zY;&L8*8LW1 zPyAOWvg4(qR2Z{Ah;I>5e5dU6$Q$rU+J36S^9z{|vTVfPxZV8c_KQbxif)=uKNb+x z@H>Rsr%3hMcX+b4!#(i~MebfXiazpfB=k4RKPB0aAj}Jt`CAQ6;!F$ahaWst>hj(t zj=iV-GtA5G5R4stj$!**K>HUcKkQ#XjAi=&GYt1)N@y)nZT`80e`dVJ$~|X4ZWQzX z5zC`4*`846k4uQppQxt)G&#h-XSUV(o-TH4*&7Ofy>sfdM%`5YrR2YisHXiUUMYQn z@lUR6D;}E3LMS|F;jleN52`RqmVLj;gz^0W&#I^PobAggIn#3bv4W_^{)Kia@sY(% zoHOdn($x&}+!tM@$K`v}EsgajFbL~JXIE!TdKu7F$T!kIVrRKM5tl;5GbEL7{q-x$ zR!Q)$B)!)V)wEyV`4{i9kad?k?hXqU&mc@I%P9gxrrMTe6=> zw-MP-if&kcvHpwtudII;H`Rgd5^+YjGlAU~Z zp$LfwDA&l*|EKjDIVCI3$?50MM&*zF1GInr{=o(k5J*(h{(RprdCRG`?Cvy#~9H{I?O+tRI;C*F>@H&*~-h86C}PQ+QPm`_LD5uAH2vP4r_cQ4N3a zs##ar0UAGGT(a6ceo*s&Gx2Rff-2?vO;;uCf1>`R^%;dLIv5lE`5&YFhdP*-;P@&0 zE#nUm>;L-k!*)t&2T_gviQDb;N!r`8cIhU0?+F;hEZd$OIF+p;?V z{_i%GAI6VL`BfG24fFpW_V1zpUiz``XZ_=NrccaePqrZk>jw)Mq4z`Y?VcX2!VnqB z=UryTeCM0Q__gT`mydr`wS4^SIbc}9lYy}UhFbp&<$lup0MPyOd*gFhGjP_9v_?ca#M^s4RsJP(F4$ZuK7Zor#d`8m=( zOh0ZA)zm-kQS>59KW_h&!Am39VhW!ea%aZy+3GV!N67yIQ5&K%@vpctk-4R0K{8M`#Kc5UOqDY{|)WB(EM zU%&rfgV!|0Waa-Y|0;_7GipCdvccl~j-r2gPU0;5{(nAyb&e7`Pqa7^mY;Dx!`?E*8SIF8 z;a{l=%h#VRwf{&CToRtyNv!zq~|zSBPrL&)eDaIm7rD{a@A7kB7hBqQdBg5Z`5@_)gjB^2^63 zlGVhduDLef7VDR1T?RI5_^}$N=!WI@_w6^2#r%+i^)p;!gTGP!d&ZYs?Nj%R=)aa% zc3;1~YdInR8YOg{DB6kaw7wbhP_$pvfBm(5Bl(o93GFwn<8Sc8t|;^Wyd3^F=|=)l z=qWq>RyoD98-wn>^^~8HZ$jaxUOk>XDXFKZ|Doi6izwvC&VX5KQlyl`_PhVIjuhud zFNRkr+3-{sPSFj^AMwzC==<;66yYIJj1y#M;@NTuG7Rs_Gv{q0SY;%XZN#Eo7u54Z zcgR1EsHXn+8=0QY4C~X8s&^y<9ZgKIQz_TYFCn7_&|XTuuzEWM{Gd zM&lo&{8Q8l7S90b&!5MT-myeA;}`2S@-vFW?}+?Qz3pB*YducUEzEy){-u|1nf@jL zZwh#lw8>ZRKk3h(Jfei25iNp*O{RKN4#lzl&ZGKmm!Hu@{jG5JiYR(iXTrD zc2;(7-h3&E6|L>UMMcGqy(`$es94sDuDxPMMK5+#RP12GE_Q5)Wq03mPv(me&VtK81N5Jm|2T6h&b0k%o2)B_xE2C-YbIo_8&heg63}# z@);SJVN-Hb{vjRY;^*{_#R9!*H1mE#1-vDwTYov`TKkrzA~%ZY*P9J)6zyw2?f&J# zcG-?)_$4n#z3ju++~^tQ&*sMKpS*XyQ#^PjogUylZ)VL{W$ip;dCEhtmd@fe73WgD z+Rf(YPbMu9!nT}YYIkh5rf&P51;!L7=aUU+cgLLOfZSF0G4dPeFw}^XM zw>v+rxOZsSsxNt?>BzlQ?;V|_w+L~)tqCurTH99>)l|$iHqf?#+Kjres7^)lHj`C) z3xM^yh)*He1@lXz7~@zQ-VcPB#4~}fdG~@h1jHM!!+Gr^**F{4-x#x#~p16YPFHxnlexrpxBX4`6|F-9gNuOj@y?Zs|$2MjCIK4}K-rOeOiZ{Fas`nE&=^X|APqcq6NiV!_ zK|bMqO6b!XyoD`4pO&(|pjUW%;-WkmpH<2~^pENtNAcE%{8j#JYcBi$VVnD(T}>$e zcxKd(xIT#Xg|{8>Pw-cpULlNl&?~}D+^D~x4-k*>0_6c;gf(wxk9V#q*`{tC4sSsM zKOa}e3&p!0UeXXL@U!pv18H;5l_yKwl27ge$6>5JQ zBK2S6x8I_=XC5N;ok#D`)MKX&qWCywJoeA1dMj!#Q~Qv=8ub43GK1KYPc^C)-EVN0T4$E1|cz7$)XRwd8mT`i#d`MtY3LN+=KYPp*2~ zYoU%85nuaI|8wK}l==;s&`s*o2-^hiQdbH?AHZ8=Ql3}U@5XqvUp%X0n=e|s$o{R) z_nJ4Cd^H|Fpnl*hjt3I9zc#-U=`o+symbK|+v^A$x63i#5c;ix?4R()1bvS71$_zW zNx_ZVz~DFXhrR_JB3_ek$UoxOtLuw;T+E+6IK1hJ`F=AwJ|R8&Q#KlJg}27S9NuF^ z{`t6V`f3}05ypH9%Qzt)@IDG}s;;vA5O1X4D1WFw#xsP$KhQ1mbKwZvmS6hqBx5}E zJ^C~7P#^Fc^dOA#vHk#_pa=6sqc>HpeT?%zp${v`{%qU^F!Bfb6XjyQf%3tB!~-JU zwk#gr-8-9icICfAQNMuk0Y$u1d#CYE>z&R!eWO&~j*Wit&d?~Sw^Kc!dS~=5Yc#1z_#PzXhQeSb(x_zGOquEM|801#Auw&*WoQjjTmazM&I~{P`*CyWTzTr{7 zg4?6zBR6h;^vyTv-4KaSWJ&8)oFXat`)p12)Ovt!2Vr+-%$;&8V?DHC$iCebZFdIN zwV)rniP-(o?GD8jKYpJrC+|MkU99q@P`$ii*(Lq@yFTl@WHvY z+YQ+D#p!J(N~eI>m|>rp)3wFFKPwi&%F%bX)f0Co@6l17Zls~_;5$xXl+PZ)tKPBr zF@fV6TsSAa6O~)D-}kR6+U?4;gpYEOkMcP*yZ2`nNT&;hD4jT6(7dxKJ7?-&27Bp%p$>t^&bqjxOG3wD3O2POaDvM*y&?@r}bM^ga45^ss{G|DyAA>ub6l2mK~)$K^_7`vu9<1xzDAms$N=ndq;a zlu;gnXb&am*}vI)>yPHsPrkc(OZI=i6E`j$-P?duatm&g3F?5a!|snPoE~W^ zOcB)rM=rY_TU)kYUizMoAoQRT^f`L)vwS2B{1uOc+5gC($Tmpcj>=4rP*8D}{Pd#$ zLFf@B81}g4W2--npBQJW{!hkFZCPW+|Gp;uALBw%q95al5>&lw)}=?5(65Y-ETLVB z5I*#*5_IWu?}c?9Sx2J&k*OCQoZL1Sr{t#k8|k3`#Pr`Wk@ykvc9&6qnDI}Pe_cNE zWR&0HL|_$y(4$H)a7ByrETmA83TgLh*8LyGtr|EvwI`?KmJ;-%5<&1u2?l2E{gAnq zDC;;rPo%uvoafADuo>#U2sXA_nX33G~QsVo%pG ze=sgL&EyZ>Jwd;5{!)SHuSihGfB#={eqjZYZOd4q(?xl^pR$#= zE3iz(cQbrE(uDqN^e*E@8C52Taa;)&`E>a=>yK$3Bb&XuD6JEd{<)}Is$$yhLbLKk zwm~77XX7}7iZhiT;6ty8{;$bTRm#YnplgxAbfn>Q3G4#{fy_-Is+Nu$! zJsG_$dEe_r%{W#rPn$o$AZ- z&G>KTT@xAgBf53%@9A-%H!Ct^R%pK>(d-@xP`1%aSC?+TK+10o!s|{@H-GYN(DFTt z8+T{+yHfX=4|UjWy=SI)KWDPUuSs~d2W% zB{yw9q(i=9d#!}TuT2Ts5`>&8LDf4}@=23teet`^@)G^64-CwauavK(zYgKGAP7CJ z1o?tJ@vLe3^o7?xjbwjNe56azg2MYX>(sjRy%9mIhit*5)grAc4-d_sJ5?n6K=JKP z*UNr-$yiQ7OFjBgpP+91@m(JO)!Hs)otE>mUt_3Wr=TY}hL!Fq@y+DNgS-++6U`VL+;OY8rQiLPb@F-|JM2ibOfV&7(uDOGC9ZMK5q zOActACiP!Fvi+OT_of7~51|BA?~FrASAI9IT_l@H@ndEO4_)|tfW$YWKUI_9YH!=$ zWxWZ1(85tQJC^CiDQGJHGn|I4YCdz1+&@VBm+Etef(7r*ZqaCDGl6pl<$R$=>w=t3J9( z>f}rA%iDps4o)3W_*ogrf5>HP!q@d5PtVCAEcRaMS~GIoVd&Sr7VXT?rey(6$xZo> zbV=z)V&~7eosaRa>z_OP-tEeg=<+fD5$osN62BeM)s>)e{~=~!{wf`n+m!_<{%)7P zMW4Dgk^E~<-#ZZ0@h|Y;*I4Vf2EFzTkGm_aW0v`6E8lK(T~5jE<{$WP+?MZ18Fe9O zlwZDUf87cm(G2tNzEu{T%IK!uuI@y5oeAp3Kg-gmudN536@T5l;caPM@mKz^Iy<{m zTvG#A9-3UtZu|%I$Tr3$JhE+X`6AsTx&Fd&HSj&@M>m4H z{Y%$ZUg6fj2!MM5+89;cm2 zsGEQJR>|>#ImYDK<~wp1%R>0~H$``uTSt3c#)t5R6NH{og6jNtM%{~}*_;FH7{#ZI z&3(Gc>VZ;z2h;Z<1a@CavbWXlhAC=ds zDE?aan!O@IHT^xFzEAi&zRzusIP2Toi;Fc&abNB~O#jwqPEN%;F(o&ZAEbj`Htv5+ zqy&=)>gK;ejdpytCZDl9Ca&>axqsO+W_`~$4eTzT zlXqX}_2!B6?%SWd+W=p9w<#yfpGI^~C+I-X27;3XTI-W{8}wgzw;^?I%70{sc?qt; z;rk5wF_R$VObG_>E%J=D`j6gCQ4aPGjPh&N|6kMi4}9bP>uf4u&fn>`R5|n2y4>Th z%y&*jOYaz#qk&GASv5H&x0`>^Uq<+dTW_C(ju;E<>y;8L39dYOh1g zBfR+pAty>O$bG>VCO+Sk-Z9=R8Cg2_g)*FyCz^ia`H30-Q4ZFHV*OZ3mcM`!EF_o` z2#R%Suba=UIKRid3g`DoW>$VUogah$KkFR_a&6o{Fe_iB)AtW~erjC5FQ$r|A!uy> z@OQbZ&e{~k)>3?r#;;a8Uf1rwETQj*2Gct6*PlGtsZ(U+n3{53FOVWEs-6!!71X z@t(;)bn=+ji&N0Dl74I=m>Cg@{QB?v!rzdTRamRP&ezsQgPPC5je*b&@9g82mXU!D;F@^8A zb8`P>V4+&c&hDvgcm2)I-`7*Q8wh43sDREZ7woY{()}&)|LD|^Mwjzw`$uN{7uki$ z*HK_DgJR6^tCMvv`sM2~As=Uz8IXg8q}(`!k>u_{Q_+EtDXbAm$lLF!V{T zI5w$HjL+pq5v)ALM|McDKF?R}{@hmjzL%hG{rI3l-53_?U#-eDuZzr;;xAli@b0%r zZT+^5zV9TcoB#PIA9juTUkmn`>JlQo3x3KLu(IS6t^aN(yd4C=XC>(0^UPiAgViGk z&405-j^CYa-hKMj=ak%Z{5A6~Vqg1NESMJvbCz1N{9Q!I9)g%BDna%B?aD!yIu9!z zF3)c>R=QQO`eAMU5kz>q38EY&$Pd)~WcA;0B>HsLqtd(M?$77WHVvrEDYX#XqmVl5o&v#y^oRSl+)&?EMKZ zT0fxv;&lWkS^i-nGaoGzBNs+4!?I#dRH%+d67$%^qP0jBZPb`m{l|EJ z)Jk-pAee-p4V0)c#rllS-ypx@{7t(*8%pVq6V&l9h&ex`^+%|@e`>tHZbm<4E4>^2 z?D_-pli2km_y>Gr|35_po+b!6QG!B$HgeDMa?V+Kez>&B;kxY>Yu-WZtAA(+#+Ah0 z-*KYX!9f2B^>wh!oXEADr61=B8r#42jdO4N-95ovDE{@8hjP-=52O2n3-tXGL7o2aJk=+b zxzYRy>jE)<(#F4V!n;TibSgpBJBj!l?4Fw9pQ!E(DkggUgLQ%N{)v6^qupOOu3s+` zT@eIzz+-#L_YB@;v48h-_pi0`6Wjj;Jx1>$DLCl-H}4`>H18sgO53kk6&~CoWeVwKp64(j{FerlF}vPir<>^G`0d1=beRa+z2eTpe%>=F|65b;+cJj zHho5WAwHosr4xs`K>31x&6*e1u%H9-Aku@sunvZ`a~v}cLn1xoJ&vKhjn_31Mm)+b zY5VZ9f$VR_{L-t}_7NY)jMo?w(i_LRRoL8cebFhrgVNuJXBf|0sK?#|c&N=9y22=4 zNA(udo$pZy>Tqf#2OZ#7ZHf=Dc^i5(f+9ry&BcY*Nsd?R@u z679$MFDI(>4t>>JlD zZz!m*@fwA&7Kin43Jz}&vb;;S{IzX2BR$4&jcVW0MGYJ+y`5B}u<)MJf)~qr{ATi! zqj*P~d3Bw}ysYXyW;pSq5Z|?Hx z*^W)T`<1Ul@~$ldQ6Az&dGX|JA-^0S1wGpI0rCRxNeR7k#V}!=&!{}~pEw3@6v)rG zEiKB|ywe!<9q0r8BI1XTH&@w@Kp*0vpN+>jBLAckPsp#f&4+m4BP`0-`VaaW+7a>} zramgsia)Z=Un=(F&(J@|N4zcmuxx3+bY^C#f{Gk-Mee4&5p@Y_oM zU-Nh4lSp62+8W?!eHkufn=hTOCFKqL6a3WV(^!9uSEB#al=5@VwjS_AIH{CJ@JGZwC)Dv~UTaB@nxA4GE9w)&YO4Cbz6>KjIkUT-@SbyJ?Ii)O@AOB`3ZW9kUac-z5{-X^l=RHL3rx`e;{87BY)6= zx+X7HOD8>vQ)_+L}A+fhl zQ4a8-rtm!t{lM-P+Ee+gzKt!SgXQikwh@4DMnBU1Tlx0lllWVpHjyuOOCfi;5uvo7 z&H8;awIAwNccgOkd#b8zKSxTB(^cK+oo}C7E1By9moj6!2FcTxT*E%p@9dTM+sBYI z4F4e0tp5MC{mpJKp}*nOTvz`h@z?J#PS!h+|E_QTD!ItNyyTx5{ir9}Pso1>j_+pp zi00p;GPJ(I#?rR-j~l^9>P(s{>z|GA3K4`HD#1|ae3zJKwN6DX0b5uU#b^7G zyv*u`n)MyZ%R})x5a`t*j=2=i8WH|>F`GgWyW5|vUH0B!S$+=s4!OrTpnMMM+W(8y zawg7c(UVbZFr_P(dc%rBhX-*ATA=T8(Ff!1eGz(_9r`ip)@d#~3zd`jX6;vk-j+i9 z8{gJ6!v~$vOPEgLyS@0{gz(yJKz-b4+STyUi zyo6VPppO5ZZIV5-dX}AZ_3P}d^7e3m->nJnQ&;1Z+>(!elc)Re8u$5nd7?||ImKme`UklsAl*m2l9jM8GJXx-%R5_`oHmQzrvJJ5rQa33Hr3Y z{mwcgPk~ai!-83BiVvwhIr7$RFHS+z(<7vVel$7@EJ_JV5kxvA7}#FHTUWKYaXh-(aB&W9OD%xQUge_}Idks#sUH;}kTd-|Y0g z1Z7l`Ao{5ias@LWA2}k?O=XCmoe2ur~%-TQj!@=ZzD=m=T zZ$_Mc_3_%}Hk`<{l%^lbR9yYTIHd&QHtoD`txn!EFn{#xoW05~3*5L!Z87DaBb|Pt z{}@j{%TPvWAEZ-0tEYFKG=5=z>-hNG=ZE#}*Pl2&M*lOOzMJt+kQWpJz8J^f@D_RU&*$C3$+YMxHIN@WQR)W4yimtQ1zML*< zsv>_Frvu#6eEdGVK9ZaE|4}v8<{i5}QrndF8?jaRbY8N^UAYs6Y7nbM+4j!T2Q}9VscxZ$yL)BxuyX?(IKqX%Ksh zZKR3);oU`3IUV(r`VV@s8{tDvm0*y~`(Z$*!`CKVIK$cz{;(0rJr-UYBk`LMUOR%A zrz*h*N2*?C%lPn=1%8}kj)Y(Mg2&avmxf9Fri6$2nNI)mas^{pT-%5fse4^vt0`SW zW&3POnm!W08GUa-FcU!q`1fA<)jF`-?VO#1Z?K{C{WLog+vQ|;PC<(Y{b){5r$0t* z8+eN?B=1ugfAO|FRmZgbMYjKLJ!YT${=4_QmPB_eg6L;TP#yoWrgUid{_|A^`DmRx zJlCrw-6a3a$`9H9D$3>LHP(spFR-L(Z06rPa|)W)ztuuvJ&bv67K8q4Lm9Oth@X>HAUl zHf~4yj`q>eE$aS(cZhe_wjIOd`1f_}j+38XXt!6*>c5ZlANChAtNO1dM>%HrW^c21 zp^Ul`%!7=T`SbSow`q94?v8%0JmK`|RiNg5)~tMFSB`#My#KD~8TZB<-|fZ6K1s0p zwp9(g@k^2SS_elvH!^d8Y;$ECQ=8MXCS55nt3 zP^Z7*XU=?V9Ticq(253^`ytQD!;{djpn@w!B^S^bT zw4d?(#tgrWiTC7@M98SW)BoVux=+^N{=UN>zBnxPU$XE=XM6S3j>pZ)NB@ETHufJg zd_h*IoWJ854)`~QevBt*?0=1Oze}J0LbRm6`RTsfkIdE1pT-j2ID$I;;h5^oOY6>n zJ&(G3y9eL>1siJn5FX;Sv>lM@! z?T70N`0h(TmJ)=XRDvEw)<3X@SHD};t>0;Ok>a=9y1Q{zjlrCP7C-v2grKhfI38T| zjg_boAI>jbmEK$GRdE{seY<9TIEnD46V#1A{Ey#0S+C~^2@gnhg<*eg?C6b0lP=cA z|H*_mg&@vxl%V>yJoeAAukvktw(hT1l;o7$wEd9|{U6s<@O>)%m_|@H|M1OG;3Zp0 z>nGqRcKuYuaDMc&=MQLqF@9;+vS$$8iwWxX&mI(7|CL3~|DN8f<5`A%wqp%?G@trV zd)s>^;mspxTz`)v?;F@(^v&9AXZr7&_2(?Yn@v!szk|NHykxPj#=kw3WutuCd`E~= z)z8Vb`xo}AMJpp%DcZjW{lDLT^xL(d(sKOtr}PU5>i8d={AG+)eAezi z7|l4$=m$BFzr^mJ0v~$GIR9Bh2?7Y}`deMsY7xpj2{h7QR`6iZrT*pi-KE{6| z{buENr|}>BORV))-?kJdrJBF zjqtEPrISC$F^|47j|{(m{XT3h!~Af|?Ne^wyJ+5LmlOUfg1Yrz?1GT5)(6AhWwqpQ7VE1OkuwRm2W_n%r`-`*`>pWKpuGybC- zj&t+Q9t$iL704fz_@ZE zI|%CfkL#?5udF%$v{ref+@CB$@m6L3_WliR|7H_?-%b$o93`lpAHjPJzE?1KkJ(Ik z+X(9FuX?{pPTt>AQM`xh{jHE}|1I==D?#J@U3?C9$G9T&Ut;eMYOi;R_Rq?xIJ@}| z{cDsTv;Je|z26KUug9SMjrw~hRpcNlq`}Y^7eBC<8~qQL7#+>9|5kp}`q!3Z zqVxv{qMs>2?@a6i>p-uUU|hU5>d(_o@$M2oi179jgq~A^5wEL9F-w!EUni%!!_cqV z^~>fz!9!br?IyfE1ToGkLEZhyaChhxVdj;1??sru2>n}-Q*nuIf8+SOk22a%P`CeJ zsq3(eC8zl}_=5R&;^u#v_oc+%Kl%*=dM zdLJ&m?cBr_H4|%nubp2S%@NG{&n1)b>j=?(f*|BX33_(l9m||YH=mg=>lG=#FQ!)* zbFg!LDgPmacbp*floE8TlXkx~{>8d+0XHyquY1L^ zO!GGX{`IbQ|GG&ok7CKDYy3M#cr?+r=*kZ)b^NV0*x>y!8F_z9to%X$!Q6q0HSIr` zKSO^R@1L2qpD5?L^u8hbUs7&w`669t2>2q*H{9*U51{>f=tbk}Q~zfDep0i3cU8vD zJb8AxrC_spAKU$*!n63P<7?-A%sh*~wOL!;p3cwDKD%%~pTr$sN?}I@;SmYlmI;{CG-*f1A5agMSwKGhU~~^;qyjSOZs+ z_?>O$V0GMO7}i$E5A{L)jOF3_XF`5y)={O^?e!j#U$|}wYqF{~>$kv8BtJ=cUDdj+ zoutRu9s_Os+tF6WWBLjDVpQu;%{v141^GaJ;D^A+TgaNVAL@_x^-8iN_&b`JF;qn~U@ndBa*$(rs!|g+tzjHEj+qtnbS4P8rKPRcc$#VBP2>^9O$x z*}PAz^pNcX`9M7A2fswPkjw|ybHp)g8EHLd#5Z1p889K2Z{zi2cs{j1bmN7|x*68I zV~Ykfa_B#VkFr_IXRgHq+UA^`;fEJjy$RG%^pR=}-&qT*-V>5a{(@e}Gw8wh(R1S_ zG`rG?2deE|nXK{Ka#-KNI#|><1;;f8;2WIXurE;?T!BQmYl+(ehK@JX8n!w z66ObM%i1_yRwz${;Kzi+_JwIw~5eS zP#)@^FsyCM@AfKrbjOJna(<9d9-R4BmA+IZz0KC6^x5q9`n81)q1W@>U_t=xhaCT}^=uSf@e2>o4+V?F_SMtnkf z#r!TGM?Ro0Vc5YC5BY~aKp5j=Sq|%Vcu&H31@8=yPb}L}9_U5*-`W@WNGJGf?4O$V z1jHw74{dxD`X|2}U(sIBZ?@rg^u*fIdyH**WE=0G9}`;B$1~&y`UL-7XuhQN572{j zfLM+oe?d!$FIJsB=!5QbB5<(FCzf+T@%&G#-)5;OVS|Y=zwT`~N3QO%>QzWl z|Ma^%UTIERmwj41`RkWRcAS>ek7sweyL;>mPRXTpcxn2eyItUaV#<5w+@o@#bBFIp z>&Drw3#>fuG)k6_-7uVr>ghkc{DC!HU{=pkf8Ao(#hAY(U8Cojhs*M@>jb{(=#MSi z>%28xpDpX0OI&5miN2P{ybk?RriUy)C4EmtFgrm7c-E|Zk!`#>+T&oe2zfhb@U592 zs_oaTOR(z3?I+Yn!Po8XJ#sHf`Fh&)iQ^1DhNY$oYPzUe7m$G-<*fuC5L{g0b|Q{)%B z_6zuv($D|UtRvGB9(F&$N98lW5_*e0A>W{gk1Luc@BCtAW%*{iE3FJ~Q&;%@=j1dV z`8gG9H~+vFEHiUyXkLX;#(JT0lq;G zDCMixVYRyqOwwq@Y3bW}cI?jLBVyg`E+4zYsQ({M**`RA+3m(x=urM5+|hoR-iq($ z)`4oe(B##iXE6){KO6l(zd<|LKKESs#k#Xnr99s^++lqw-RXefyJ6pYaSGZkzo@?` zKexosK^f&E2s)IY|MIEF*rMeu6$!J_kKL`pp_x zZu7WB=MFQB4`b8p>h;^lR-DjG>BrjukbmRuYHrFXFF~}E5)7Rk`Hcm?+ZFg{7&J z-JWa2QH~jYEcw=keigp8?U#R1PReTFpO_YF%c%TBND+eQhe|N8Q_^cz*LP2rr%?2F zMT#Hn*QQdGQ(I0!O9A>(kf2U}mi70DWjB{(oseqDUFjQpchH|z+y7Zx;+xeUeOS_DH{{!%qwkbk z8S9~)uGmL^u+)E8cA|PuZkyKYr|* zaYvp``Y-96zVhB865p)-C|l_p9m`LAH^ay262?Dw)jC%je=AT%&@Y$|DxY=MUH9EF zei^qd%*qFy(0|5ds=fH2AKM(r*NuKuC8*=S$JQos)=|5%9jzXBK%TBPu94Me_ph4# z;MQjq!q@fR85P>yX7{}}x=TCFFQBfU@;V5;>5C?>z-)q$LjRGEkWJ*<;Y*h zvLDBy)@HhUlii^BLqE0`xl~zuTa?lFRs=C0Q-Z2>Mw**X%T$~a!Gb70X65i_&G!tI z{O9z&9zk9I_dhuGsrCBhj&VJ=U1LiqzG1zHq;9JR0nJi_zSkv)d6W`VZ)fKWD0$?< z(^GQ(lI7;a!j1Z9^N*T@SBoI#(@HRK=!B2fCz*1+n?LKkv<|5=qTk3m>zZ&%Zrc8s ze?k6@^RL>JQ5}Lh`S;Hg{fT+FZme~MpJDka-gAk^#JYtw>l8Ej38J@MFi+d1zU`uo ze`fezy$5AE5){oKS3l<+!(zd_(m4OGPxWd-P&fZ^DbUfEEiAe;V(+_~tPjPP@8mdW z;S23{XaoA*kRaBXwqW~A+t{+<=`7t{<2n~*o>=|vopes8<^0WUVZS}z8|=5P^*{SA*W!VJ@@=i1aepmoa6lXX?4w`v z&2L;kH6?nnzk_yCKJyvbqpfo`uADs85-q*sw9eG`VVUPmIjY%=et6)624lO&y=24q z>xL}`osr{z%JUQ7y(=#PwkJ>!&ZVf)qdR&%+rWRjth_XlYMBIuO+9?@*tQ*R7a8rKWgcU0clV z_7iAf(z}mw{?w83?L<(gzg_zGyT`IlZ~SJL_iZ`<80qp?;b+hC*j+wur-6Sz=iS00 z=buLY+t+?UA!wJ0LHQu^9YMj^Sp^;L5_rJ5L zrL#v{PRZ@&KjhCi|Lsi~4J4@JzvG-MAFS=N?XKg~=7!wAn)|lqT;I>FW%=HO*N>on z{8?Y&xO|&49mOvUc<)ndkh{dkyr3_|W1Xi29S^m8#Ip8I-F|4UgL414cK(20p0se4 z_-5@#*-Go^#O@#GG-?0-RKNg&y8dGcIeU*iqV+fUvg*;{o5$R=x4rD8AMIk?zcjiky1nO}MnK-Mhvk=Er@_JF*%7M7BZFIsw=7s5ra(-@oa<;grz` zf@o(Y*ltkkN6e?!-ZO8SZ--%nXb`6fAvdL?%M!=27=fd4EutWie? zCl30@(U0*2!6zl?>f7$4Reb*74!L|s*Ptl5Y5kE7^*8Qc+uQz_SNR#n|A|zz4_GEuC45|LnJw$15}mmV+iClTHXf_nY)W#V<~ z%?}e&t=J#QY7_o#OYZ8^LdJ1QZkbF!X5fPc{UgtQv2M=T+rMX>Xf~6+kA9wHWS(^W zIFe1FA5#ftM1%%Sgd3F_9L{*kvYTP-C5&-+G3v%(Z#B4p&XFWt2D zw^{p7F?c81X7EmAhJVTXL-gx?_Zaj~+Z{D`PIl7PU-OABe}b4ND?#1zTEm+4%h%(Y>5t4uT3$?>~rOusiw{9^*-@{H3RSah(#y zn9+}PsK4<#;7Urciy+b|L3REVG?1%J(Mk(r6ds>j=M7MYa-z zoGC%qpbyqM)kbFx>0<1nW`;J5>|CzNPWotqGjr;#*_*nm=|NYeZ$)cS< z80UXMMBsjc89=Zyf5>p+lhxt2j&PM=0LsP3)JAI<6ya!`LU|4hO0eJ}mkM^IP3r~81<>=~UuV_moOr_P_X`!8bt zo>i7_M!#A69U!_75`>&6L7#J%cUmoPKh^Zww^n+`YBIUTyaSoE`(I||Q??dY`cc%T zfR#sN@jaM+93rS&|2Pi5u6XC%@S@N_r`S4W7xy#18OMJ8Pn;Py<8rR>4soWz3 zQxjBxYTYe@r`$mo%!m>@e}G;%ubLs2=P1UEex!r`G_K#w@SVxK5873DhsY_*KSl*y zB#3#U67*fPES5EmAJmX9j%K4N{+#mW?d+qyr2e4+-g1WGjq9&RY5TMqvG2Bg9U%Rd zyT8r-MO*)b65dIIy7{;NF9Dxe@{r6Y8s9&|s!@D_JXQT3Txl-LKTh9I5JW#yf@z)V&^}F=yf;X=Tl#I%fgZGS^9CFAo__C3|##x&gx6@ zhxzmJ!qd9%yQKBsFv2@WP}lx0eRscLxIcq=4ZLgF+yBu2LBFy8oAD3#2ciFs``;Ic z?r?&-@yo^OTa4AS(bQglwLT&DkKJOPEI9nS9H-=_^Cz?WBWCoY9P|q@{<_NYFHwS9 z1Tju3LI0P%uUPk_b@uidW4cx7FYjH02-Cq5TrO{scbuzhRDr z@7L(ZO?=Q`;MU)tvN-3P6E^gTW*ArcRz0^UT?bdGf38#d8w4SzN>E+@Vg8Nw`=v*- zxD$!x~_sxJ8#MF@8Z z>hwqGqneMc7V<8Ib(!!kRgt5d+w|iOL7n_s9?yHo;GG2er|X|P{NC--^q*P%;oTMT zXY|fwhA+s92!UKA_WS|$#J-%czbV7<-K>0XllF_IjGhp5M#jqgedn_;Z2M6*{w51$ zGwA!VHaqgxW15{V_q~_?vZ5M3yf-_A`7}y}OpQfBh`74RQxx3X<6_6=$lymec)F zw7>EG;8V)z13|R25>)qJAEi&>Qu_Q2>D_IA(!l%HquT4R&j{~1L7o1Mcn}|FO-|lD z^HTh*?b!y69aoc6(3F12Kj=5ge+*^xh9LTh5_GYCJ7>M#`Nr2?U2d@46z|yZeG&g% z8vkF=_tyk<<8M%s+VRYdUZ=vmcDnjHmF8XSCE>jyn3JFa0t;E+()bhXo{7H0O@O`g z4`c`ZBl>Syj_>x$FZhz!^Sh?hfB%jDZ;6oi1a(@L~xf zoh|q(V!ph;0R8#1`xl`9|M&g{yrYBvM)|d`{USoZ7o+{7&5V0-FumR5z0$jqca=sK z#k|>ldO(YSB8rQsk2*I|$|O2>&X;a$F3;l46gNGqKg{C&|BT4ktC0^^<-VYDF8bQy z)je5X{#-FrkNW1vNBx#+!mD{*cp1e@Pl`c4yd}Ar@F6!w!XBpzzie}xbEzwLOS9va z_n?YAoWj(s7TDb){Ev3Did`)5Bgsr&oY#~gw+62Kpq0P3MirNC4safWeIX-%u-=8+ z0F*D%!;D^Yn}GXya615ev2O!62XHG?QJVRqeB_UN%0_uhPOnRRu^ogC>q=(-xjFDY z(Cay0DIV)BvG3pVZ)X3Xucd8b>Z8Rsr!ew`-5dHp?qMK|bRNZ(3({BXa@9>x%X&Om z<#$yMyD6jnSAEqjQ85{Bw9i7mz=s9Fr-7;!F&y!@7+-P-@`pV9Or#Gl?>ai z>BHeRN+e>4h5|lq>ErG?Vlj?=?doTpg)6hVq7+Cua^fAfkL{ z4*nuv$P?ldhBY@N$lrLM7WEVIUQ4zQ@&`W=kMHP@h!_1QC$Fvc?}nnin>Xj!zf{{_ z2^;0Npz0Qi+_ot3=+BS`PNDKEMCY9Q&0 zwKdq$`ci%o27itB>JUbJ!t&tukaK(&?Nw3AE8N5(9{0{rKgi!d=kFl(neo0B>Wh4h z_o;5JOj7#wmP!1++Q0hobgnP1yKf%LC)wQ0g!kd03-^CI&|*0MOykR!^NQc1%ES3` zTmMSch38VdNDa&1m0N9oF5=rrexbcY`3|z)phNVB((*gx6Y-+Hh4_#%AE$SzFZpe3ALviyhj^oYg8U*K!ZH1{)bx3KUS-d=il4_iu|3q@qApAui2Xmd2`|@Hz9q_d^pYbM15Sj81Fk%d4;%e z<5fxO$AP3j(cZ`p;rOWTJ>z?|mHij`4*bYQ>uH2RAL^4Z9LJ3MALRib^+NdrX}m;! z82=ED^ddfm93PRN$Up19@GFiDCpV8sZ#MtZU=l{2cDoG^HaDn1HH~X$)%>fI&G;S`wQ0p;J?5JKTv<<2RCR*WqHQ^ zw}kw2CO4oxWPh#RaeJERu+CDy8TYRi6aOHe#{H#)`NuJ#e`}E2(foW8-RJ%1@hydP zTMB+dzEOYh1N;>H*Y-D1KH^1K;}7&X-)pJ^@(O(WNXKN^3T&e30Vef`>3R-ZimySLl zKPC9!*vZcFU?nTUiyt z|IP2#g!idCa|)W)KOY@4qh9$9$IOt|w3MNa|3OPOyk>ztEOnDLSt;G@d>)i`+{E9s zM_A0Z>3kbiTy%KYTvnd)KU`gT1$%D?yXhZA+pOp(iQOig@IP`B(SzvEX49YF`b+w; zEskw$o&38N9`TkrkeQ|{;ZHbFVS2soTK%zojqPC_{~wGT8)NND*WA$0jMv=E`0rzK z&C(2CkgZ)aGY%W5FOCra6+HEtYv`-|E%=pP(oI!(=3SSYWoswpAN9>e{6T-R1)qkT zVE*gR#f*>NERR{{KUrSlcGEerbh3}yA$uY3iL@AmOuGc(5Y0Qk6;jpG%_ zlM)|PwQLm26#g-V@3?dFn#90DwUV9PQ$Eq8l+rNFwy0s zpNZ|L`gY^@GC8Jkp^6kH2zgY3uD{Oz&Q3*D4nLOa94kZd#WEJ2R6CRQh+$s(o{u2p zNeQagG|l)&*-Ce2Vwzf)<9mMkQHUV=qZ0J=NP37x z(ls%RGv}W6xxRK;3E6)N5MDuo=!Z&Bb@L)Vhq|NvFwIY_{6l`kv{Kt9vA6!v|3>{| zhChqkOrreAL_T7+(r`>{yrxi;_*S2wvHf4y_@zRr9?{axPf@2!E{mEBll(76c#I(Q zkP=kg{A|8A_G{89H`#iMAF}^cK;Ad~Bz|%F?nV&(L1cVwZhvI>o0P z>euFAgPxp%mJ;-%96_D@1fEXz$Xb8TbDvaOPcw{PtqV`NHo0L_iC>cN$`ZslrUX5| zl)Y`uM918iXRJ3oVp)ptN)v>fDZvK^PrS3X+S8%JuD8+B%)CR=X~%9?a^aNRZv6}S z5zC;Y5+C(K|3*Ji@>k8=U1gB90#kai5PnHdu%*UUdOTwasv_G;1mRgJYr(9HNJ zvJDF{&R?lGOKtj5hamci5>&4Vxt1vFI6hCLbd%)QS+SE_;Fd`F3zgS2g#L5oRGg(Q z{isLKIRD;E@(1~8{Zo&?YHkMq*YekZ=x#_*KmK<5`o)?l{YhW90T<-_Q8hE~)Sgpv zQ~5zUw2N`uuMs8iAgG(adNhf6&s=jA`QFJICf&qbKK7SOvaj0ut1;mR77zoJ;MtNHgi+MeZ*=BinE!YeGMo64dFhY;I$ttPAN8b?6T~q7Hof{!B0>;%& z6mOhA2ZsEa#(UIFHiY8ORW9@1|A}TM+K#@rCkQ?%L4Kq17v|7+<8hDrhgfHdPZAk- zCTV{A_rD0u0{NKM=dj<{Wolq7x0~{r1*b~4Dpqe?L*kp2k8+?t zjMvq=QUXtc*oRYs54=4tOE=ZnpS_;G-=~4m6*wigTmPc|V*GNE_}wU@?gVxEH*8pw zShkEFvBbPsJYrc);+xeU*L+dF*#Fe{Z-y_(3X*R2#Q2d_mhVM$_aOG1e+F1#z>&GWI_@Rs=PqR3RZ*$^RgkNTD{oj|q4=1RT--sJY zzp>XPGgq7(6wdZg{QZhIHqE`=U+Uj}^u7Pz@dIl|$5{im{$AAKT^QR&@keq$tL8DP zAE%(*@(;Qy(KS}!51=0d2_l^m^et8`&br-qRK985F0iE(Uv7MCz8+h>IR#D2H*5bv zlo9m1QGb?j34Yk{Qy5!J=@xtSYF?z0=BCDnz7HnoNKgSjhsMQOle)Ig7qLEqVSHOz z-nn%!@5YhLOn&~&O{Kl~$qy}A*7oChhVgM})tmYKYIw@>hf+qv2tv=P2(#1C!% z=Y!w-)i?7O;*{J}evt0p$~U9Gor#%_8NMh#$=`hock#yRD) z&!iG@)=X}^(y;!n*vQGIH; z&YXgl3G`zsL5vehP<68rOm2enQoPYk@I?APg&^8l35NMC{LE6({0Zao7IpsQF7>A` z;Y}u}1FD(fkH%5IPEK`)VPCUtzij>!JTx;GKSG#95alRAp56MK)$BKE=dDB04D0XS z-)_`SUZk`v-%Ng%{g2j9=vT(^->iJ_1NgZ1gYRbe^-bKAOrwlu6V&m~_m4v}*_6H~ zwwEe(SI&POJSrp~{6c$XYdYc0A_zK_Am2Fb9ph9!)}=4Yge>prTuSnP2I0*ls9V49 zoLk`$!}=BZes%s(s@hrm%|zV{Zc3}Tf4J)0B@d_K?ABkH{}|W*X8cDvz!&F-&WS8P zR6YW4)ZcTdfMo=A?HAD_<^$X8-)w!?^H*3tioe#;eQ0(s&CS3(`o4gmZv6E>zW<}O z@rzqUO9g~87m8n%>wc1St35acE%WJzKS3S7=k8ixtvLUIUNJs1_H+D8AD)`hoc&`kC@MYp;!u*xl%LE=y|O zljlFz)b(3I*?-N-M>!bRjPh$AzP5h&x&5Q-?&yD_|2lBcwVZyeC5UlG34Y4!dxb3{ zGePX%S5%(~EGO%~g75+f>i8Ftam6 zOY)2M|2a2LVRHRy)Zf1ogKiVlwI9ziE0$$Xf0vycaG!0Y_@XbOtIdkm+}y3F@5c#d zC#V3=K}!y@;EC7w{IV-ro*$>`S0^CFq&^(UHqZ~`uPgt-i2d=_C3OB?i_+z}lWkn; zNgXA=S^Ig>{VBBn64lLpL5aVK^4&vFC;uLvG1sl17PM;f>|8Vh!q&{CW>mV>4nfOi z!rM(SGeHHo9xU*Ix&LvYVza7ug;&IQsJ~d49J( z{Lc~Nl4x$Cw-O%K=a3WSv$}u$q4?Nloh;X+o4GkosjrnP&1Csz{G;qG=>KB=R*K{M zcKWe{pl7bx8Uf2QG}eC*9;u>EG#Hzy75qzFGNZ>-U{h?kVI0pN|Bo=@OAyjBfSdVEx>_qZ}|!3&&h85B8L0BxPOB3kI;`}1a$rv%meU*0LbvgK3m@7JdIr{8?GCz+((e?3XxFA>B%UkQ4aAM=^z-aKNx z*O*9of4t+bb9Va&Xl|xX5#EKr`XDIzyf=M)di_J|s?tfrh5cls2b0o7@ z{?Px7?H5KFog=7|e;2oY&#g~r{s#R4`AKZ~7}pbfe(h^={$OwYvHmjZ-*BqPMS?p0 z5qe?FM`k&d_T-!2_OhH5-_y2#by%Cf*jIi;2L^f9z|2i@bkeyuWah3Wy@8 zn|}liJ8;$dvS_k4Jn+7}zg}}r;ak)D6_)zr7U4w_)XA^s?K}?{p7}-pHJ)GFOF!zL z*!dgu2js`-=FqJCb|!9C?@+z(63k6d0jm9lf9J#3CS5qg^3eCb@qIR?8&OB{&#Zib z78;U+@L}diLDT-T&~X3Sxc_D|Bm5`tJohy3JP~OvmR*Mqynp{~7GJ1X>ks>V7WW_c zAh&bvX}q_xA2VRxbUtv}pxS;f2Jt$I`T701lccrp7R7pha;I@*ZCQ-3w3%PL8Y{g^ z+)})OmPt+0;8v7N;Nb0dH9?(oUxPT*)eNe`wI$RA5}P-JmTjf? z3*n8SjSNp!%~R@dG%w6u5H^~xpgUk#gLN{}!(0UM#_JO>=SWC@3Lc}r#?x3@8;?<~ zX&aHXup>8`L10(||BcsNP=C<%Z~Os1(xZMmCq*CLo3l6Ht2Ez`3EenLkw0>|e^2R6 zZHF?5!q(?lyi~MqPgoQVO zI?}os*8QSBihQZo*O_H{0=a4bImEj6am?PtW(Oxdn8yLzn=8yIU9^@PN;FrLMzSXSdjrNt4`OUrb z)G9-yHbOX&7JN?MZmAYsKMR3gZjB*}*%IZ}uaNe_^gtpF-ZyKhS>=Hnu;F{Hzws0LKaDMc^2#sjgRr1a^R@@NMShT1c*BTe z@D`&km+xxc$>5z1_&BaZdqV%Ay-**7fd`0q(1-7${DRVZ2g0Bi9^C^Ul`GG#f zLq1WSh(~|a=0_sEGapl;eWO8ly7RiKx3YG;ZnI@+Yo+cay*2e$$KQH9O!dClOwPYB zKWRbU{r<2is5=dL#$O7pT0Xt9^cI3J^a;W!U&x!bt)8&{&aym_9^Okd?_EOv@^RD` z5b4drqP+4P^EdP#=u^;xd?5db$9HUxA|Cw(`V;BUUWkYM2zhar^@X<^;9>jE*q$N` z`3AonIPd_$@6=nJ`pocw_a1jXO!dyxl)T$i;GfA`B;*(T0KO;><&_9Sr80{6uI%h2JRHGi}mC#d}N@+CFGlyLsWAkN@sH2D?7kWm2;7$(JYI zTBTQqb8dlmSwY&qhz~#fa81Ga9K~Q)3A@JFrBmWn>vdQ^7bk>6Z=2;B>eoW<9$;4k zyEfP*QIf|5&U(T6&-ps1LHK=n`)6*;Kl4_;tleJ0t~^c$P!9#)^Zww|)(@A{MNPdD z&A^u>?rA=LA6}mmIr3B|HGM!mZ1^`~Uoz(z@2+h2y(z8N8s-TJi$AZOUSL-gyUQp? z!FQZI=!vyD-5x`H{k%nbzfD(O)*q)r;5(p#?{mBHH#(d+C3oM9>ejy97tQ(!-Ic0q zy8D83Xs5*D!%08z#qEhK9Qm5jkK6x{3vv5Dt;AP$cGN%Y+GV4#0@Txw>tsEgj=n!_ z-znE$E|n$!@g1iokV7STP@^56iT~m5kPk8KD#Ix|yZHzDp~e!654jNA62vVn+ zANmUV8FFC5cN+SfMMR6!+i1#vjN7q6hxbm9_}JAgLh<0U5)Abp_JZ;1^IUc{TgDbp zeB^;=u?~4O>y`gU-CKuMwS52M$3m`&-HL^Uie2c8U8vZthy^BgD;BmF_oHUuWrSOK=973Lc*Y+Mm!YP3a?4p1(F(-IK%L zkv<9%gdCHdJp7Gp7NUy>`dv$BbOL|jE`J8Q9{KCA|KfqvgF%!$z^rq z^dqm%3+=T%YuulHy<0Ac?XOwSz;=PH^!Fm`U7&w@s!BmemuBU_FF_wA3F_ouO!Wnr zKZLm=-d~C_-;M&`*80czh2;YBw-q1tTc4KKz;~vPa`4cg%gSW&l53WR0o^+uXU!2W z#jbCjC3IsTxUtqzL`z9UY%hc9tsiQI#OtNp>ph7sx-1i^qOZ z{-IueRsMl4qx`E*bk`uLoB#5G6JAU9?;r0w)anAmxU}zG*AgAwYjTQi%KsM)^S2za zYtprj(dO^2lu%8A#__}duOrbXa~>7iPrE;yIo*7*Hh(wcKhTN#Hy-Dh;hQ~@#wY`h zj5O#UdHSQ2=2Ki)@)Xw?jQ!x>^2^Uy%RbGv|KWlI0fowJE=P1Ti0$oq^9M zeqhHA6iIU^eK^B7mu-1$SG(Ud?G5y+x`dBCau_Z;uw^gl5|QuwI0IZ5)5h_+QN@SZFUK zb^KKEHSGuEv4Cy)pBJ|`vE6TL`4JENXUyN7B8(siIV(He_xXNd?eacZe<1T6c8|hm zb@k|0e&z@<{G-Bk!V)?#lj|{gV zy!HgK9+jQ$emM?F4I0EtkrN}t?a`|_HtjF4Nz?voOL*-FVm&N7mHi*56;FeU*9;fd zW1AJ7`*QD6&HAQU`#aVuo6xlPW?{W(lJEAwgK=)0vNPp>HC}|!9>8{d((q%1_5ilO zf!~onx)3y$|4PF};V*7R3+uJtj$Xf)uuYRcod~ZpLC6W&8L+s7Y`v+=mZhC*T^F}+ z%Xsx$xH7gpr|72ThxRPwzj6LyR{v@~!LHb!!y{$Lzbk!oBZz!tr=tCW@f&=t-rjTO z6y22mxpeyse0?*C)<4yJelEW}h>+d{b@lHP_~wnYJq!v%1hO;djC2p#X3~Dk zK;h~m&$h3B+tB_O_UAi$?}(e3t`w)_OzU5br&+Hw^1p5TqwU|}8WZyGLmzz!>c(%& zxGJBepySOQogzYo^`>fBpDoYzS9cD4v;6;k{*y`Idr?B(1afiCz zewuDYwwl*7hYIV9e_VSgHOttPQ*=}M!9PehskeWZ%}Kj<@ZF^tHQ0H?leZ zjnw}kSB=`Q!>Ay`3F`V!2hU-TSu2`DR_jt^ecN4AM2@|H$9@ zk}oSyi1mZ2eO`zIe-wR8A*kd3z}G`ROJn;y8TjX&D3*;X(ErGj0YPj11pa8kn?z8@ zf3acX->@zLTbCZ39x1G!&0Th8N12cH1pkd8yom%+&$3g|etcQaKlzONCmF`i^HQbQ zZ#}i~e=OmRBdA+H1m=1YB^BD+GJ0l_2w^>=)6UToCax>XDY|LA#7lihH%FVf_9K5e-kDIlhlZp1589vGhx_)*46XjR=*M%cpU;3C# zFdG8o_2-c>x0u_Z?RkbC3}=|X{OTj~$ltjBFe|^={@qlfH-;eQ309}|{H0`p`%|iy zj$}|@voDl(O5;}31^-SXyb}bC{Ok7Y)Q70DQS4eWHA0_Eqna<=rCE=hPIxN_>gGRz zt!BQI+AQ7amxteCod|!%>x*ghv=G1P$&O`M_rDU$`2U2BeuyEvHqBF`oYchT{)-d|5<*_ zqlEkk;yh1wD%vZ~nF{9pJK>bDzI16$&V#)=Yu20Q6W;Fxb^R}}+M#z+RkEI)iNdRq z^=xvQ(vSTQ^uJ%-|45Gv>CrPd&H8VQiS>wul+YrAD5vb?OCElbf;;V75b7<7*LwnY zg$?Ld)SXjw)AFw~v7WJ*5?V@7*MD6+yC+BXxIJi#*#B@y8GB((@1$Da3k)hn={BTCXOWFr`LCPs&q_*Y55b&B*rM(qZoa*F zP_yc?^#_u_19)GJ;HkY zf%XqxXMa$KQ+B5PZ-vSHeH|sVo*?>()mbR=lhlZ;&!Jts6zg-0Q*_h(5fA+*sq-g~ zDyh4Ldf#T5DWTUdV>9^pRulREMgAKJ{zgy+{*KKPq+qXHhu1th#zv5T+SG12)(`gJ zh-Oy*SU*C38`qDUC?W8dZvWQzoO`S^dR~}if6D!0|Hiq@gvt$j*}i|!s@6oEjZcuWKEmt_bs^R-1bweh4sfChjX5M|F*rr-%9lFB8YOz&PEO9oMVH=G)tRu z$z5@OGV;Lmk;NX@7Wmr;Z#zL<{RdBVx-YFD>w6f#V119G+sr?he;Du2?VyBq64dp- z7{9?cSaDjvU|!iViR%~83I4@3XZV}(PhQ$Tz`AgvvVY*rfgea8y9w&*FQ9I+_tMkd z(+(9}e?pvpZYps7>7Dy70^cluv+>sqA9SMrjQ0=sQiQ_PdEb#5YV}-^u!EAqsD& zSU+tj+CPZ=C4##C>#%#ydv=?wH#kywW4{MqHkQ-0&ySM-v47(8Req;go2s{KRPBFK z?7xj{P$Avy9kn<`H?4nIUx!?D{pi%NU|4RO@sSVeW#dfQeE*j!0za4{94Ba8zbql^ z1(+AtHdrq(Yrm3L3P#7?y27x2oV}uwTag+CMgC^^Dp{KKDWm+g4ga>VK4n~ghEln& z64c2Lmm14rrG5!My$YtgEM9Mz=~Zj~qTIa%{U-_U6hX*Y*_qD0n>kv z3jPlxgbM_9{O|r_>IXJ}tbe4X@Tp||gQnA#Gvt4kpdCROc#IAGAYuKEdg<|f$K*G= zig84ipaG{Zk}|@+Wov4t(&B5kG<=+#;yke~20G_Fk&Gra|G8kAqk@3hx{mTy*7tuAH2f zYxEIG5bG@2sjS~%{RjKsA4{Yw_ zKP|@oV=F%TwNXtkiZZxK5dBQT*+@X)V@X(;cQ|~7XuSY_DtJdq2s=uOH zA2gmHo0T80-=P2e+Up}0OMNQWmho+mJgV7_qnP*T<32%M`+KbLdc;1JP+$KmMd6i| z{mUj|{4t|nMGJJrxU^U?Bcsiq9#FcE31XctJAJ#=*};mWQ1yq+ee zM+EilpT6UB3G+{sE2*!)ARq8=Qs*yb)|Z}822Tm<*8lFIVQ)!(9CXFH&bWTEt^PIr zy`<8Q@?-v}p8pi(@c)_hq-UD-B>xQZSW>e4wLxcQb8q?n-K%f2`H&jrn+&xd!E4CY zi2AIZ#ygYtuJv~Gu5GnBw0B{hp|LV;s!rBGDsvn|owI7wdz2?_WmqrJmbXTAN8|NB zxKShtWH zK-Nt%@V;_|7ri%3xQEH{U4QFO_4|okwbpkIZ=oITE1RRqI;4-F8|q0aJ+PJ_w-^1O zK9o2d<$KByj`(VQ!CKB!VciP#qga!Xt&bo+)MF5i_C&Z*eMJq=F7TmVqS9BKpO6Vs z)UC)`k+u5#&K4HdIaK-_1wQyGasDWurmc?lzNql8r$`U&r{ZVk9&&s1uHY%^dxh0p zPMU5aKd2L+K4HBD<^5Uxfge?CBh~(qznb1BhW>~2aQz+OsK2iln)m6l1=gONM0()& z?LM`G8vE80)>JxDe@A&iKitM^+KKBkJ9k(3c_43SRR?O>gRK9Q;-C-LG>mSvmzp2s zg`Xo%wdfx{)`JQ`A8k z@xt<(MkN=t64re#-F;Kylq;-{IrA&zMt{FdZX>-YALv8Z2oiQgteX`iV@7x zLY|@i5#M-C67{9#=OpS2@sS_u%R#Y@;lWjUD{xr90DWqE782H561yEZ(nI>jY16oQ z@e^BI?n3ez^k~*0JO(vv(0EW6k^W)j(J5FD%P#m+Esq_IH|2OPE5qb!LE(kCGQ7&x zSQ3{X)+cfb>ucz*Xiqi1Mi20@{g*ggmj4}c9m|xeprAK#`5lF|9{8*HkcW=Ed%6aJ zmFoNQZHjuHH(3`f%9Zgn7Zda!Rpfn5;a;!AFF|f2z4GxB$ve=C_5dAf{b}-34R_&K zW(fW?SbIy{pW|7pbsZ---kHRETLsSi-hASgm;uSAu-h0p1oN7Ltf3_CL z&XaGVX>4Aly~^@8iZv=%VJ!#r{yTjRhVsg4zKV6Z8p7IGVthMcjR*XqhHKX6RJSJI zRe7LIQ`K;chw-e<*v|DIm1=J2f2jX>R#54m&4?a5G2cOb8q)*+pU2@*hI`< zjK{V{{2wVwc&?Z@khhgP@Vu-Zd}O-A@arsk z^c3`iy*82S^eF(E&M!)=@&rlI=EXpJCS_rv(Cq<5s1 z;MX(Ce4!NwT}FAL_}{KB;v+xA$M(Ik|4mlrgPg`^XAU>|{~<+wqJP*4`qcF8xN%z= z{D|=YAo+uPS|Z+&CVq<%fK;Pxl-?094%zgiZROo2b6~A_O z*;>LM)otRcPlu-?J4-6U%S%v~zk}PrIF>Tq&b4cbMY1jwzA3ls;(S##>mArt#jY>P zBS%->esrsu=Bo3;DAtnjfAkvR)3l-Xc6e&?&q@$(+37#)SOSahSAPn-7Rj1W_~xv8 z7GL_-LzEx8TG*Y|ot^}2I~K>v^ts=VIsVZk&=cJ$*IPKESOKd522*>F6Kbe_Mz&pWeO%f8>nFGOO(%+qM6; z)9rJ#Zwlr1c>_+_nbKdmK!ndoS^F04+|`oX@zJ{q0w24Dx^_d-2fNmIFMa>X+iQqq zR{uCXLO(a&-oe#Arl8HZ`J`UgJbig8$jyv{=rA&+FIkA1#3 z>?UbnL9VFQUy2C%k&EykHxWm$&y^iw# z+S~KSw-2>xJLHlh5u|H>KJ4`Z#_8=;$hXovD&=3`r&;gAZHoegk9w4yF4Mbw7Q6T8 zzsBuNv+`52;`C3Q?r6(xTk*jcSS}-7+wgA+?R6vn7NUgIj$*N(AIaX15n-|HdFxxO zf>$)FPvh_L_Jga$Ir|F!D@^#V1i_D1{FG^8naiVNT^ByT#ZnRe-<#%c-H~;iz%N30 zWeMu|*LOk2m(oR_51(r;yThJSc%k7{2c|hNij&h)ls=pZLXOGKz~`Ie7(Y-wZ_tMb zq5WOHvFq9$m$civPJ~y2AoxUfdU)=RWu1Dj8@@XFvbcSwjDLl-@uL{w6(@*sLUwN6 z-14qeeC>~O^M{0q+b8QYcI!31bz@G^P5Ymd;r3!uwXeL6AMt*0T@trXGCuqfdb?k3 zk$*`dq!d9N|8Jf&`o82_tXk?KL+%Rgs{y}XkLY)p?WEi1H7I=T#eUg_ zer+xA&FZhih|gz-F1;qKm#E{1v(5N+E$h7;_2I6t{9YQ>vK)`P+e6)$*p zck$jf_n(`+@3*V4>N;yf_{|*OE*-YOlatf5{bH#8F;8AxYxIJ+Llp&nbxH{BqnrPQ zFMo1Ux)@jEnp=lx=1B4KM~=#nr?>652XJ~0xg6cpy~?7#T;y-o{%!s|(`tJ}u(&-t zEoY0J8NXBz_%(?x@HfUu*_(%s`@~|_R(I^aXuDW{OkcJ3d9GKs)2}8U=!$VIK-q4$ zU4FxQ0_2Br{%ux%HU9!fx%y%0An)p4&8qd^+T>q{AnI9m#-`fwfW7ZHF@JE8v%>n& z(KfXwJ5A86KiHPPcKh)a9Yaxemb&y&kDyNe2ApgCSn?cqt?y;Bi0a>nxhWlZ`m*S-HkgPEJc>`e;QE^Hi(Tettar zIxKmC-#%-%Plr{Sez5fX8bbawA-rY;b^PNvv(p_3x3@DKh7_@mh4#{~qwt^9}nlhpNx7rlLm@hiAY`qfkR=MwohC%SRFEHk-f z5OBJDIP;?0ioTs&G}QZV*O#{e>3`lkN*2>>*wH~S}(%5)}Aubm0z)*5O`>e=i#6TcAmnw7pya* z^%Nfty4uo5JA&Xd+39<%{vGB;Z-0aSrS$eUbw|_j6ZxS1)a`Xg4u7-yGqaxCffDLY zP`7??ue2aus<^nAYiP48>=cEs^O&Et=B~kEjw8G z&Whxh*nSFM<~41P<;nn2e?7>*7eQV9g?~Epl@(ukEwH2W5ix%qJ!|3TSvNK7sh)(_ zlOX1avNOEHo+m8$Z0iypZzVQ>!jA>co>pPMwtsBK|1(QuD_#8PUIso-<@Kz|)ZU#q zC1=`x!46T*(|jU?^{T6draum@Q%T_WriA(sG_K!O??!J5LR|CagbvC|M_V zmKzuN;H!ZkNQ1uV)4r6vI=1(B+;Uy4|Jrrx?^>vwwtg|=KO~3#hhs_j+lH_0KO3(r z4yJ@g64doymkkfzN!xR_+}E#a2)jn%OSbL^uU~cuC#P(pP5q4^XzYLc9+!IAvdK-M zecNW>^fJR2*A@ML2;mJSs9S$Jl-U@?#*_9C_}5R-9%7uLo3_8#;paD&?zt+g9}O*X zqu1p@#RdK_N@zGiUHL5?%F31-59f6rGyJ%)KIC>Y)-^??3W9#y>fd5Pz2F*}t@N8| zzuT7o=OFYep4aKv7N1^@MWF}d-g2#;^Z`Kzkj!0kxAf>rG&;IK@BR_XB_#46k|89W-H0R z%#?bq_owwrV*3RKVV?U|c~q+-M>gZ>V-i8gY1tXGP}Y76cK3KPWWi3>l)_u*&s-<+ zZ99?w1oEFqP*;B*rEh$c+{2Efe>rQdVECJvmv61spbe+!ruB#UJLZ+f`MYiWbI`R0 zWw^Ij>7zSBT8aF9$$v6I%yVRC@bifu8K?6%jBBd)MAEfaF#p0eMas^!{IMq1Kc-Sb zGYRVY|M>M&j!U6ii|&X#9VV>z-R<&y_8Y&t9QjY9j~N8hAb_lw-3<3h-KN1E@p{B0 zpNh`y-)nDoPp9~P1aGda!KfgAA4F9S1 z7_h1vOAy@?juo0xwmZT_TLze(!+8?Sd@ z{$#Abc|`YNf(`^_5O`$ubLKSjYPXj6F0B)rd(jFD7^5P24iA#Xx5j1C;x>6b@Io5tNePD%YrklT6-U0Sf@?&+Ec%pb3abe zE&lYefS@k_;OA~{r03NCz`qe0`@bI)T~y%P*8ab)J>*R1r&#}1bA5Xyd$$52|3yUi zp9FRC+aWUbdlu_*aKXCRovby5Pd?DUU7d^C__3J${~)N7AF(Ip^H;~q{imHPvXM2W z@SDm0D(`crHz%j5{OU&M2jCy0_T3UnXemM6{K;qX+~bn(juA1lN~~iIDZIwB+&wDw zvwi;_bQYrzMV%psHvTOme~j;`fgsDjBmT1W(H3*c4C?$hb0q)uebQ$+6QrGAE+_vL z1atlu@aKfC-$bPJpF2mfLGs-f^-S)1|Ia)t$Ep#s-dUY}`XGk)@zb&gBw++irc z(fZdKN;iO@j(;o(Iqox8>OUCQoaz1nMK`T~#KZgp*HhuYmOj=IL_NvQoL`q;W8i<_ z7R#O4dVA|9>j`uf;i{CAIv<^WROB&}M?V_7D7C;pzW;|JJyFU@QF? zKaA(MTZ!&%1a`WgK~T|XBV_-6Ho z^%KTFqxD)de3dNi^)KW8c_7h!h#=^coerfYeqz1qKlQnEKb)1J@avuIHWc`*y`Hd} z{Pz>o&EMSZ3ch8LH`bk55qv?sJ`+3k#Wu%@9mM)+58?eyFdsn~xEyD1*nlmI0#Eh| z6Zc=@b9TE>KBTR{-%IiL5!8*}j$1pvW+|Vq8^5^cNmh`;lW%cvxi_VTZ&rT~->I(; z<=6zn+5ox8Q&E{5l7x;#!W-M>xUs2%!Dr2tW1po$BP@xxmv8?F!V4X|7-g<#{0JyDc?&3 zF;B8O(_j0WdC>U@`tQ)_v{APr3nx*2Xs;g|@2{KHALK9U-*|uMGSPjVpl<%mmpZ>= zZ@*XaEj&G1Snoen|HnCLt=9jp5Z+aSy8i3mtJ^c_F73aeUreO^H;QiB|1f_7{~6~` z5tPt1f{?Sa)8kUDw`^I9>Mj?Puh_ zpIKkIp;=$?k;l|4S8kOoIcYZEC0ip{KYb3*^!57c-qmLEv)23QwS9T1D-LT<6dcNx z=D$6byFJ==v-D{nzDbUMV&_<1Io*yMUV|I(C01(&t33F_oohNcPV|xy5XymV0AE?cRHaoTh zu&hD-gHDKh@P`_1#}N)U!r`Bqw8hKH{AcIXm#&fV|vPtREC5el5(q zDBAzEh(9Xxfuy~R_AIJc1A#UytjBy}&8UB%oVZR3enR~juX!dTqyMNc<26jwAHtD7 z+z5yNgQBZfq;5HpKT+Dd9ba@YS8RygM8#Uoqxo(5=8bs{&S*P;A5r9syRiPDrspKw zXkYM$8valISIYV!TZoO@MR_<@H%C*}b!g@mBxi+z#mv$BI2_r80=4jVZU7ReO2zDSYv1`^2B7?aDpQSaUbR?YQw+dm~vlQR~N!Ckv_GH~2+sK_BV^^=CX5R>QUN z&3J4J{sI0KMgG?o?T_+-ztFyLtLZ1_iR%Z}XdK9TPG%8qJT?UVNYB_mK_9|XE7mb& z>qzo+V$Y0`yb{UVRdV-A(PSvc_}@!rxZcmb#C!t$1p1BiA{^E~8Y}#&;eV2?&1~+` zo5lhIJCqjpGM3 z9P~imCFjQZ0k-?mUTS`hf?l{0j(jc?KPdCP*6oEgB=95R!L8yK66vD+h^M->@fOxu zRBLwaMExMXIv!Tx4{3aXwF%^h`hnXh&(VLYDDt;0hqaKIiZ!9OqCCoc)2FqtR%C7d z#o07B##hjV?Z3qNYt}%(Pey(QKEhEypdZ#%tka30cz5FGiad=qLV_DvH_O9S`s#9| zhwUWHSJm`1en{-r`lD)1v81rhh5nd$zJ~GWXX7!f9c35vB<5#?YxIC_wfq|Y!XNbm zc?CDZ)$+hPP(dLNQGUcTwh!bP)(2|)_Y#z&sKmQmuI$pcoTYP8#S93Pk7xiab z{^8mK!Ol>8LFS$P{pUY^p=jDGA+ zflrLPQ)c+c2YjV2vuld{vFnXpwM;;e`_F-NADGAS5#P#=+AC~Z7n!ka>a4I%qW&{d zeC&$p%I`4a_DAM(=j!P{o^NN3C|u2mOuCha_-l5$FE^@n(~t8^ zKY`s{JuC0Ve9-t}C--uY|G^zQ^%qgN-1mW+yu=?xS zd;S97k?=6TK|RUd{tqs`l;&1w{$|<7XvPWu+rt}o+g6;*2~Ak#s!Sd_K2o$(l4q&h zq2S9q%#XsWXO7#`c#C$suMqj;^cMUqd;6sPJxChV;P15CFWh846i;eaW4@1LFHTNN zVfrXe5b{WN`jpHTCymV2uFMy=yA1J~oT>9{V>WkA(Je*jqbNaL{du&^{Yn~5+M%eI zOb^a{xYwwHz&C4um>$Ce^s8poEqGgUZj|=N|l|7vf93I%7Q*=vt z`l#?v{P2^PE=%8E#a)RlcbTDo&i^*8&XZgk|CqJk%Y9S7I~G1J`oH(*H6wmorY*0{ z@Ez%PKI+eSyVVR|EmmL<=vTL)8gVMFY5Rqm+%Bp@2~{VEd4TNnNVprt4mN1{sLREh z400_z(~X6_3fJKj-BOi4su2XA$8RY7jN8S-@mpKdiT?wxyL0$a? zboBhduDq@}Y;NAWLc1{2`%#T+c_nrJs%Zx%b^fZ76)db9Vf%&1HRT^QUYNMurH()L z9QgQXOdh)VBVX_EOe*74y3@E%(Zafg{IdDb6lwf`X2H6k4&g&i%TD*rh2BbeNxK_z zqDPZSmX$9$3Vd7n2jic5>{d|V*QI>x5kx%M8SwSwXDRQ@H5 zKepzdg3>q2&-&!wh@h_iV*cp=T=H@oU*K$>YYg*~bv}O&8(dkt-PVBc8WPm;U)Y_6 zhuD>RpVt<99x2|YypeKV=!LqrzfI|pYG&^$uP%w(S?>q*&+z;BCY-V}9*|4oRHwge%kWT(%C`tsYbdDs2O^dXwfq6J6x18Fn+pP#}h zy09+NoIJ3OmYu=DqdrLaQ|0%3Qa_q)qVPrWosT92`EYVt+~@=2n{NE`Jr{j~xesvp zn&QA|v3|P!Y4pi*@3pu2Y~>&9Qz*rdkC&0ZZTOmXK4brFK?$`&f*MrbHV^zN+cJra zX3NRn{-S-I!AAyiM02N)mITpGveV@{yg&`lC#ac~_6g@@oQx*J+XNq*oek{b5%B zIS;jK;N^dp^(FjH2cBmrdCilP)0FY8r|?aqj`S&dd$_=FPyU?<>g0!Fow>u9G!H|H-(dqOyumY%>FfIS z72{tA^6yAc*Z*Qx?v9ZcT0yY58GY7VT%e9c)(rJoS;8 zrTVQF`=^5@yxpB;b|;a4XCkBv!Au}bzMbAVZJ;!N$XVZNGp-8!A|v*Bln-wu@Xhj% z*_G>Pt@!<-{hHOz>9hN{S~laSnLK&pt9wxl>-3Fhy8JeGWdniVjp*$`P)C2vrD~Cq z`=;>Fs%=h*x5?AnWpA{(nWw<-PIw*!b>olE(Ytq~cJ7xqSHE|K6{GOsch*#YytpAJ zr)m3P{|fWM@0oMIZOL-mjK8^(cX0o=r^Wm`+sZCqzqo1q?@5I8B&g$m_d#RhnE$+} zKD8$wVUX{g^4%VKCtO>9n6)3uS%p5vI9+PG_G?QHe>40b+CKta;}q+ZH3WWdN@yfO zUH@@!*y;;gb|%aH9P9vFOyN7C=6hRe_7VNB5Bc{er~}H|u;H2Jq?mR#kjGh5T`Or&d;Kja72U&h<5X86bl{HxC2GIRJ3pbyAL_{-4!t$Pgf zpFFa&srVk&24hWE~Lr6WIvEm(6>we&iAjP_0@g%o@YDzb$`=4gk0fth#BM9o| zA1)u?#7fJ)g?JyW6e#4^sB$~T)mc`bQ*_HP`WQ|yD+1*GvvJPcN z;%)Sligo{_uK$hecSlayn(`m4n}L6f@^2C)w1J>*{PB31K8~F~(Q3`ZDK}UYg;gTeqz?*wrk zBs&AfetgAdE}#1}Hq8lf|6ul(7YAJq`-u7jUGoV)7eN^)>z}8SLPuTRd5mG4xpbAy z>$*p?4mXqH&mpLjAGr&EU&!8ndsnTsQwZ~*@In5kCVhITtsl@XvngB$+^5!*t<&77 zT+25$|W~mo*e2fS`{5mxXMLVvGOd{0r-U@PAV0uh33K{X;tyj~=kuXyTF z571gk{rgAh;KgzWoxf_YW4xOj_viJ(P6FRn`qBQz`L`K9 z8Wi>-H4gRDOd0k-t&?U|zhF64cEf z0uJQT=j?l~)z7>P;>3^bq}ChOt!n=p$P&f|Bz|EigMj6AU2F5t_@J9lh4 z_?9R4whnZ?nseDWiK1o*wFamiSa1DX)uvD$+zU0{kHLH?(r|AS@ewY{qo`3q?GD$x zHMJb${ma$LBi))>lwYDpWbL@|z9X)!tM@SM#I=3o5BfzoJ^HM=q2{Mui#OiqQy=jy zNspqI5NZ=fwKU8ljOADNCp5KK<9>}wAM&^3cHz5H_&=J;@5&RSg2Tr1!Y`M*mW`Uq z`^poY3lZb^u7_hvEY3557nTcdNG(QFdj&lRM?K=662eh`RTQI!zLH;^PS;MTwW(^BZN($^>Z9&;gd30is`-KcG_@(?{g1@_63@_nc!U|{huRzH zQro|RP%}dPpuKTV0QU`yZlnWpi{MHsM%KFVZ=Y3$*qh7LQOnBwQmECM}JlN90gq{e@baY-;U#l@$xdi zoyt3uccn++U&sO`yiQN5A1aUT+*J{HvfEhR67(oEq6aS>3(5 zQGS`ZGJf9fB%yd1Cq80%nu#ywH|J0*!=vfo4?Ow|wXthME0s!rHa~SFM;1%dDOg< zQ2Q~SH$aUKc-6%py7KO%pq zmBVeM&$wS~#5eBe8pju7c`#n8`Pm7&;6}KGeyATSJNcb0EaI!}2eoF5kMV4SqDJ4I zZ@20d9~sJb_|y(+>|2j}S=BBp4CRxR`mDhh$?W{1!C($G-{RH|pKCDjrY+$xT&dN)bsFJpbGZcXhE{B2xU3AbXFAR9-$E(?%nJR{K`9l3Em z1O7t!kiN<<*~NSj>7jlQuEwuK^21mkc49sNd}Dw4xB2letNDF>c4FfH2{pfF`I7yM zo}cWiD*Ew;nxfxpsyW?4(S3EF_pIXhf%nVBMY9I9Qu4|)rNy)v|5WrFNBFvhK40gy zmgWB=^y?e>qBw3Uo>*J7rqkf1VxtKQ$TEbF1)c2l9T|2{s#>_~l8o(dvp97rW8oW| z>v|uZ%_+LL0A7qdbO$94eLBanW5XtUI{b)adno+DxAPxT%FifLau#ghIZ-$j)9P{= zvO0lHb6M4-(d?@X8>v$>rC2)Pv$j!hM|fC>>&ox&$R$oHe{j%}g`cl5Y-mRHK3=;? zgbyb)3pOyZz|_%ic{%77vmA=5H0ifcVFt5ulc7GFyLT1zV`BpCraP!{f12s06!2zO z!1u^K4CR|;eFm>`8 zb?sG!6FH_E1wLek4ty~!Ri&V#OS1}m)JsN6P`6RXy(*rgjRNf%FLl9JLExLw4?3|? zU>tC4#Rs2af{1jnv59)u@n87P%lB9}QWQhHHl5{@zSebYrXL%HsK3XtVNE;RYXc!R z@Q|;r|2Y2m^iIMvZs4z~HH)vylvy)Fi24TKqa4=qg|2%q`O`rK`bkm`Dtt_yk+Ze_ zA!jgwx6)_*VPgyZ1Lcr|e0&PXX6(s~BJd06UhC{wtQfcAT7S0Y5B|YGuVUMd4>^qi z9QbIjqU3>gv^uvRf5Rf^qG=ZjpS7`Z)8J3qGgNuVzYsyxgX~lk%{MwcZoJa}hPdcd zSvKQ8Zl{Kym+%S@gglj<+w_%TG$yg8Y*zzs6Jl z0sk7GVJu7;6d?$Hu+m?r{S&5oUv~vxsdhzdzo<;fS|BIX33^=)f3x;OJoFz-Na1f2 zesJ2Fz&9>bY{K_Vd-P}c#fgwo1R-Z-r%yKj_fnyQ+w%-P7%rY6Pt~(Ue27~ePSGtT z=%XY-$a&eBvu?mWsl&#yeXjULi;FUqzkHvX&OOOyFomLvabj*(ewdL(`BnLsgA=(H zXZk?@0-wm<9wX;}VW0feXUrg1@QfMeDQ5X2AEaxvr)7q3_6${7%D{^t=#-rb|GOqQ z4?H8?VT=fFQnW$X<2>3kvMz+znV_-%CvTT4^XsY6>=T9ew8!1a<&wRKVL0MC<^}ATV`^bXDtPOMZ&8>P)C1wvwiQR#l>$O z|2Q{7JcF^I%FsV+bafZ_l?bmgL5#<;(|2^w1UF4-11ya*J7zgAJqx! zfuQt>f<7&p#bDWRGKb?w*fYliDmt^asY5(kB# z-*`}1i}Iy`N+?9i-ut$cc%aswCDax5kBuinGadgC5BdMn_#r2Pb~V;tZOWiILC|S+ zMqRzeQf6FQ+(3?Wj!doX_MK9K?6sxZ%BkRBB-1Hdvx1&L)uTz zSfE{!`iuq23HsIfi=D{dw*IRb`Y_t-YC;(_B?vx~o&0pOFOvJ?otw6L9cGX(xvDO2 zo@H=roAWnYKe|!A%?M&WDLdV7H&0+Wzh3#)DA`^ye^0mN_VRhnZCA8ZlMN2SI92S- z@wM}>+CG2B_>c9IQBkS|(cO-qe*6o{dV>Yz?{cW;tZ4BJVxw8py_cra_J7<7uQfrM zCMYiJ{!8U$m%D8)7b(WykQ-fJSBlowFD(hL6+zwlIpEg12)55py(o=&MGEDjbOTP& zP5aMmdWH}3J1U9K@YNe`DZKDqhZI3`L`iL+7i_D9|y-j4@sR$rTHVB zeYC)zl6q~Yy|=i)H{<_$|8e}7@>fjcoUu2={?p4_b&h1|QCZ~Qp6KpGP&a?Eq|W)7 z%{-*e-?2Wmqxn19xdY*KBxsbM57VlK9DD-%VUb7NmWkS znYOz89$T^JwdJ*$KNhQNLPY7{`J2QcARw}Lk|Tg++} zP~;(VJwGRcuemAakEvSrzuG@-ZGrDW@p}+NJIl`4OV#70g>+F6!7k%?`if(iMzdC;584Ji?BmeX!Li!Ly zJ;~0|c3)0Qj_2Rm`Hnxs&@O|W>ZUlor=qBTv;Ko}V*FP3&s;eC&F~}0PzB1L)cJ>+ zPlVy3u9m+y5i*vbuKxrlxF@jr#hXP>suwPvL3Gc0ciD}r9-{pH2yZY!^i$ax-oNE* zX1^_$OSOxl z11SDLg1Y=2t3CZh^Y36+q$>_EDZW|#gB;Yq+I|ik{FcJ4kw z+io(XU+lv>*NwFYazvX%A9D#B$IpNz>u*lnZDxW}KXsDfBU& zpsxHe<4<3bGL!rO|E<4!fBDtGvV#7pgf|TdYB1b8+Z~qj?EbX1wwx2s7`2F;_GkLI zq$_G-Tvzu$3UOp(#()2nf1&6D`DL7c%pgK$6U+(1Wd5_Be|(>@;%U6wZE?|m<>ho! zJ#%T}-%N@>i=eLkEVXL{u{Kq2*Qnb6q&WW>(V#-Q**nT`WMfwTf8YN~W;4E;Pq1q` z$`JO;ZOvbe7Z?QjqtJV+I!_w@bD`*ATz|}?gccKooROVjlNWwqe#b1M_jZdA`_Exj zYd1(S)=lv5e8T(vpZJQR|M_!y-answRwx>+skE?>W9~+rqMOctq3DBojZx9spAuR? z5cMQGJv?{EGW#QJ!gUrb&VLTH+fg9z@p^)Ov-Ss_kgJR6B0l^V(#Il#Sr8x_8aSLP2zIii{6|6lnpf}UYS{U!AoMi|NjzS@5a3i_8&LDmyQJ;~14+n%SS zJ=|$!-i6m$I|^U*YMGr!gr+FFl>7q-A|KhwvvzsGhEG|3tXR4ThJBh5x4rwn7^*!3 zyNvLb6V%ne$L?VtB+pY0z0YsF!D>_Z)Pto5<*43VN}#yK?$uUXp~>E zWN5P%g*Tj$>)hJb+Wc!J`L80Vn}1pC65?3ZOXZSXYMx~NElKz# ztOLOF#+;m{Di^bJ^+9pz8w`K+k}qU*Z{ajPqvvAH3pRfiYW;i20vG zwYt|Td@so#8Vsu4L(M|J5Jmhbj zznhgG_!;N}iU#oCKp%e*)X{HwQz(x8+3{(~-O+c&`E`z2qoX#YEzE&$YyOGpx3?MJ z?EcUuB4iIi-Tsl!fzzj@DV4|6bC?hzo?+f-RTO^JT;#u*@OJ+bKd{^F8`6dnDcbRX zyW;*_ow>zs%;;Z5^q(z+x1FF)ez|mf6)WXW`|MG^bx~seP`0gmK;wB8I7PQ?rH^d{ z?GYgFzdO&m#9ICT{29|7L~kHLo&51Q{qP>EPU~;XA77LUTG2au8Bu>b32zrc#FL#d zD<(XbFn(eGE2)OIC|RMXp49W3i?n|P`TcAAN80|M@&1=>{UYsMoCgFqDY$8^_NBME600 zkh8MW<#IqA^Qh7JdRe|%?0>bfKfC;hY`5K3`YBlp=HGY+3I1mE4>!60c$gA8K~P7( zq9}WPVTGq9y)Uz5L~zHD7vZ%}jNr)s2z?wQsGGky?#%f>@)*-BZOSEg8T@Y?m_D-D zMy(7!ch0Hi(RKrI^-ho&B{;78v37867eI1p>`-f zAYIy^w1kic_(XO(N(pDA46SC4u2&+QVf|cl?T)^eGFK4oA53`12^JtIgMjUEH);Gn z=$eN7RmH8M0^ip1L#{*71lib%k8&mT{=&}1d!BTUye;-0#|%&BU1z)_NB*JoagCsE z{TqCHbBGjLYt7aB_7~Y}3h$ma&;9X!!$kQ{lK**vy7^o9hVm~YkDaG_{z!k6VV`Mk zpDSQ>u?64UBlb^qTx=(N0=dT!lQ2*-sMVtSfp?uF0%tTNI?lIfmF%NoZrV#n7 z56x)z_ibzc;2`iN-v2{3X830f<5!N@HR)Q%r02Hc$I$s<;__z__!lUl2!h#>uw4Gf zaS6<~-HGy!750kt8{gP4==W0E`t2gczeG?s{=00?d6xz6pSI0$(^l4o!kbsF&K(A6 z_m9oWuc8G9)g=7I^(Ri-)V&oarzM;|t`gMEe`CwP{=mM{`7h>m#`E9Hgm;A?<_WS> z+5ZS9L#ddTHYY==NgIEHT_L|!#kCrovNK&j{CoRp{A*T!{}unN$ur>BsUVLC8rQ!S zho0V)^Zqq9l)|e7_Kdi-K)b(wgZyI%8uy>;<%%d=qQyDZn!<-KOgX1gd5wP}$v=vq zZvVjl@shC1%W zj{MCo<=n$17b=2t(PSwWb$*SYMle+@*w~3F`Wfvj1lp|Gr&@4Ohhd zj}Uk7dNn?jwK;$6zd(K&=Z|LeqnsH3)%ACAk^eo4aG#*A{Q|3Pj+P3A{Q3L)P0`}~ z`@-0Mz3g2}2z;~rxykwE1IqUyLC7iD>A&{)JGS^IhGvr{f3)?B@&2P3{Q)NZ|1r`1 zgrIKx^pU21l)kQ+p7qhbXmS7V(aPyHQa-59DY|L@Lp-#fB#uU-b+D$zld@?aaG)3$-ks|Y_|0^IYqZTr;ir| zb^ISNv-d>?`GI+rasSk;{*e#LpVa*$tiK=^jfRG7%RkT+?P`2K+cx~$;{Ju&eoh?a zdP5&%sz>O9$=-o8N9>fsO8j`UvD$4mo8qOM@L*wVh!-cPC6+!?QHRjCUxr+Vfow{aHuX7m># z{Xg)pQUB!=<@=eSZvEi$e%@{AKAnGH|0AjAAC#z+AyLn=x6h1_kId=p zm;-q)Ul#fwdmF8-7C1t?zxSQ+QxHDrwBiTe_`n*qA5f?8u=C=ffgUdw{l3~ww|*l0 zb~d_rIBc1P7s9NxgqH_CM~wspWhJ^8=Qo@~?{j^M`8fsQ!N=h;d5BQ}%E6 z(LHqmdQD*pN^3x1o z&EH}{|2NLR(o(r|0|G(bKTmc4suXj=FS_2>bF3rz*LySaLX#$4IHIK^yc~cCkk{`O zT0LhmcQSuk+w_(=zpv`nul?v(TK`E;cv%58e1F#PEh`?cKGcGF)yN9Da#wAl?Z0Lq zyetHD>wlje3*y=P;9=RO4Y(ohpZDF+rT3npRRsMR3D1Eb#z~osr=2@Il={*AC-9GY z|EY+;H>-clzfu3jhwd^_zL^O^&dB-uJg<3A!u>xZ|HJR$tUpto9a&;X!O{ZXjD8qe2mcri?V90(9P|qq zW`chnqB}1^j1$&y>-eX}yW(1r5S&Q=hN9a%{+A*AVPr^+oHpa5UmEovt%f%L#lEI& zV@ETv87@z13MmHY=I}pd16$|%%;J03&VP4k(hPn|Hh8tL+YIh3zhBd3&k(*xwtrRq z;bbz<)rR*|^bH2^jH#Sfub9!8A5jcs_2tNpRFyJ{K?-pK~plzT-P zcvq#ot|kV#H2#M@4bYGCNw`sNK!mIJ2 z^7~h;&o?Os)v9n9ECpYy^`jXCMSUWF)K}vA)yf0=28eI8SAhO+oW~m7xTl5qSU0KV zclfEnEre%P_^p~S*k{yxSLxRbk|lpUve)7w-h8cWk!c=)?0^2}l^g z_b3J@d-H8%@C^pSwk!PGl*3?TOS&J8dxBQ`X6cJH;c&yiBH9;j;U9_C|fG@#9&y)Q(wJE^jFe zt{L?n6UVpX4kVwH{$1OhtMaI#Fp#On&&gpx7Wl^et;OB7tu~dX6i0tCwg=8pReTrz zMN`fa{V05Ch(eyLF?Z9<-QW7ixlm{k1OL>S3b6?OyTlgqI~MPLTe5K*sH4b zo1S(Z=NNAxPu2dx4F+f(1iztv(7#b1C?CR6U#c4ht4oo=Vpq|B6354Q9?u|8kv^a@ zpOf!btK+fOKUyjVZyQj5a^eqmt|{HFL49&-1{^_8N5ueeUD5wA9w8s3kNC#&L0%=M z9|kJ3bE|#Zs8MY>#@B6%LDM!|9WN{Jp)}8f{79U>9dEA~JZ{bhS`p%1ctJ&8G!yh1 z?}+{UuHx;l;VNJ8R=bAz=U* z@-i{Ks85V1$$yf*7LM|vzo5T^F4PagQGSH0@g0RcfWKNEd#)G=m*qe3kv{4R=_M{d z#^ZXWDVY>rJ!|w~8Ccj-wf)HSWg(^ z!wvc|KZG0YgLE;!Qp2_Oh5SdnpV4D1AKYqsKN~L~&o%yvQViC25aY#J;&;raippve zB^Q*Z@wSARKdSl32H=(O%m)6__#5R(OrO@iMtU(nMEOyF*k6Df=^-BIX+-;c2v_54 z^^5r>@UX80w{f2c?Tv8jzRxckkWO9Kt?mB_1JX@j{fqtRrmx6+bPdgX^iHZ5Y?I4Q zMSa${V^gm@vifOLI+seGss8GN2`j|$1-6Crpk6iTA9?zt^tR@*W%e7RSpe-n`mV~h z?#-4zIHF-&65Hdt<7@7b{Dm~sZ-@8Atan%~Lb%p*bft64I|+Oom*Ln{e|%o2<3skk zb>^<=dtMRhr+3!pta;FnkIcs}D8=C+XBg=GuyD=W@^z~T z`GxDMklW~oGCpsy`h!&b^@lr$dmj_(7sal6C$H43vd#44_z3djSC5atXU1i+S^L5K z+RyUOD;L!I!|^ieQ}%MK)oZKNu3C=yD?Ou`CpAFx?8jcWvMlCS9P2Ni3M^F#q8((X z&yaE}Sh^cyXYiNu^({KD8p0FGl^Qx-)PH`$D@YLIk=5yy?~4>zq33w7w&z#`g?Dp! zaHi6xv7DS1T&s5^56BtW>Fb~QB-=;t{K5Y%z4K@5@fp+?L6^~dvswLvPSii9iSRE( zAB72mPT3jzEh<6U-hFJ=9NuTxMGAMD_9APJ_%WQErpI?M--!NWRDUZ%36(;E8Vv4Q zARzggRo1EYlcR_*%%`=cDS z?TMt;pDMq!X?-!ux8y(bcW+(uJ*!&r+4;int_t;`-p`7~ZL-&%Pbf}!B?zLOW#{JJ zE#9*(j|;3EUFEoV=lB2P?!Du4O1}8l{p;ZqDpS6z6V=#1?{n4XOTG?u zZ^s_|iv^OuYi+Mvt|8+%IZajQM^&Pl^7ETN@1x|IJ5!GH!w!k-`_TcCnqM(H{d)$~8U!O8C!x7q48XiorZNB-N++9Z3u8)$X?1<~;_SK?2#93Sh?$!XaB zChmz|wCsL3L%-DTw_^USSF7XK8Wd42qUc9uXXxJ1NzBHf^vBq~*V$0=4>e+U zLjIcc-HE8C{Cy7m^pW}1sTDTA+J13;r-JS4!42mQ5d22v&ufNyDJEF