BỘ CÔNG THƯƠNG
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Số: 33/2011/TT-BCT
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CỘNG HÒA XÃ HỘI CHỦ NGHĨA VIỆT NAM
Độc lập - Tự do - Hạnh phúc
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Hà Nội, ngày 06 tháng 9 năm 2011
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THÔNG TƯ
QUY ĐỊNH NỘI DUNG, PHƯƠNG PHÁP, TRÌNH TỰ VÀ THỦ TỤC NGHIÊN CỨU PHỤ TẢI ĐIỆN
Căn cứ Nghị định số 189/2007/NĐ-CP ngày 27 tháng 12 năm 2007 của Chính phủ quy định chức năng, nhiệm vụ, quyền hạn và cơ cấu tổ chức của Bộ Công Thương;
Căn cứ Nghị định số 44/2011/NĐ-CP ngày 14 tháng 6 năm 2011 của Chính phủ sửa đổi, bổ sung Điều 3 Nghị định số 189/2007/NĐ-CP ngày 27 tháng 12 năm 2007 của Chính phủ quy định chức năng, nhiệm vụ, quyền hạn và cơ cấu tổ chức của Bộ Công Thương;
Căn cứ Luật Điện lực ngày 03 tháng 12 năm 2004;
Căn cứ Nghị định số 105/2005/NĐ-CP ngày 17 tháng 8 năm 2005 của Chính phủ quy định chi tiết và hướng dẫn thi hành một số điều của Luật Điện lực;
Bộ trưởng Bộ Công Thương quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện như sau:
Chương I
QUY ĐỊNH CHUNG
Điều 1. Phạm vi điều chỉnh
Thông tư này quy định về nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện của hệ thống điện quốc gia, hệ thống điện vùng, miền phục vụ cho mục đích dự báo nhu cầu điện và xây dựng cơ cấu giá điện.
Điều 2. Đối tượng áp dụng
Thông tư này áp dụng đối với các đối tượng sau:
1. Tập đoàn Điện lực Việt Nam.
2. Tổng công ty điện lực.
3. Đơn vị vận hành hệ thống điện và thị trường điện.
Điều 3. Giải thích từ ngữ
Trong Thông tư này, các thuật ngữ dưới đây được hiểu như sau:
1. Biểu đồ phụ tải bao gồm các loại biểu đồ phụ tải thực của tháng, năm; biểu đồ phụ tải ngày điển hình (ngày làm việc, ngày cuối tuần và ngày nghỉ lễ) của tháng và năm.
2. Bộ cơ sở dữ liệu nghiên cứu phụ tải của tổng công ty điện lực là bộ dữ liệu chứa thông tin về số liệu tiêu thụ điện năng của các mẫu phụ tải, kết quả tính toán xây dựng và dự báo biểu đồ phụ tải của tổng công ty điện lực.
3. Bộ cơ sở dữ liệu nghiên cứu phụ tải quốc gia là bộ dữ liệu chứa thông tin về số liệu tiêu thụ điện năng của các mẫu phụ tải, kết quả tính toán xây dựng và dự báo biểu đồ phụ tải của hệ thống điện quốc gia.
4. Dải phụ tải là tập hợp các phụ tải nằm trong cùng một dải công suất hoặc điện năng tiêu thụ trong từng nhóm phụ tải.
5. Mẫu phụ tải là phụ tải điện có chế độ tiêu thụ điện đặc trưng cho một nhóm phụ tải điện, được tính toán theo lý thuyết xác suất thống kê với độ tin cậy và sai số biên tính toán nằm trong phạm vi cho phép.
6. Ngày điển hình là ngày được chọn có chế độ tiêu thụ điện điển hình của phụ tải điện. Ngày điển hình bao gồm ngày điển hình của ngày làm việc, ngày cuối tuần và ngày nghỉ lễ của tháng và năm.
7. Nhóm phụ tải là tập hợp các phụ tải dùng điện có đặc tính tiêu thụ điện năng tương đồng nhau, thuộc các thành phần phụ tải điện, được quy định chi tiết tại Phụ lục 1 của Thông tư này.
8. Phụ tải phi dân dụng là phụ tải điện thuộc các thành phần phụ tải Công Nghiệp-Xây dựng, Thương nghiệp-Khách sạn-Nhà hàng, Nông-Lâm-Thủy sản và Các hoạt động khác.
9. Phụ tải dân dụng là phụ tải điện thuộc thành phần phụ tải Sinh hoạt dân dụng.
10. Phụ tải lớn là phụ tải có quy mô tiêu thụ điện do Cục Điều tiết điện lực quy định.
11. Phân nhóm phụ tải là tập hợp các phụ tải dùng điện có đặc tính tiêu thụ điện năng tương đồng nhau, thuộc các nhóm phụ tải điện, được quy định chi tiết tại Phụ lục 1 của Thông tư này.
12. Thành phần phụ tải điện là phụ tải điện được phân thành các nhóm trong cơ cấu tiêu thụ điện, bao gồm các thành phần Công Nghiệp-Xây dựng, Thương nghiệp-Khách sạn-Nhà hàng, Nông-Lâm-Thủy sản, Sinh hoạt dân dụng và Các hoạt động khác.
Chương II
NỘI DUNG VÀ PHƯƠNG PHÁP THỰC HIỆN NGHIÊN CỨU PHỤ TẢI
Điều 4. Nội dung nghiên cứu phụ tải điện
Nghiên cứu phụ tải điện bao gồm các công việc sau:
1. Thiết kế chọn mẫu phụ tải.
2. Thu thập, hiệu chỉnh số liệu tiêu thụ điện năng của mẫu phụ tải.
3. Xây dựng biểu đồ phụ tải của nhóm phụ tải và các thành phần phụ tải.
4. Dự báo biểu đồ phụ tải.
Điều 5. Phương pháp nghiên cứu phụ tải điện
Sử dụng kết hợp hai phương pháp nghiên cứu phụ tải từ dưới lên (Bottom-up) và từ trên xuống (Top-down) cụ thể như sau:
1. Thu thập số liệu tiêu thụ điện của mẫu phụ tải để tổng hợp xây dựng biểu đồ phụ tải cho nhóm phụ tải và thành phần phụ tải (phương pháp Bottom-up).
2. Thu thập số liệu biểu đồ phụ tải quá khứ của hệ thống điện để hiệu chỉnh biểu đồ phụ tải của các nhóm phụ tải và thành phần phụ tải được xây dựng từ phương pháp nghiên cứu phụ tải từ dưới lên; các yếu tố về phát triển kinh tế - xã hội để dự báo biểu đồ phụ tải (phương pháp Top-down).
Chương III
TRÌNH TỰ, THỦ TỤC THIẾT KẾ CHỌN MẪU PHỤ TẢI
Mục 1. THIẾT KẾ CHỌN MẪU PHỤ TẢI PHI DÂN DỤNG
Điều 6. Trình tự thiết kế chọn mẫu phụ tải phi dân dụng
1. Phân tích và phân loại phụ tải phi dân dụng.
2. Xác định biến mục tiêu phục vụ tính toán chọn mẫu phụ tải.
3. Phân tích, tách dải tiêu thụ điện năng.
4. Tính toán số lượng mẫu phụ tải.
5. Lựa chọn và phân bổ mẫu phụ tải phi dân dụng cho các tổng công ty điện lực.
Điều 7. Phân tích và phân loại phụ tải phi dân dụng
1. Các yếu tố cần xem xét khi thực hiện phân tích và phân loại phụ tải phi dân dụng bao gồm:
a) Tính đặc trưng cho nhóm, thành phần phụ tải;
b) Cấp điện áp đấu nối của phụ tải;
c) Yếu tố địa lý, mùa;
d) Những thông tin cần thiết khác đặc trưng cho nhóm phụ tải.
2. Thực hiện quá trình tính toán phân tích, tách nhóm phụ tải phi dân dụng theo thứ tự sau:
a) Phân loại phụ tải theo các nhóm phụ tải và thành phần phụ tải;
b) Phân loại phụ tải trong nhóm phụ tải theo cấp điện áp đấu nối, vùng địa lý, mùa (bơm tưới hoặc tiêu) và các yếu tố đặc trưng khác (nếu có).
3. Lập danh mục phụ tải theo nhóm phụ tải và thành phần phụ tải phi dân dụng trên cơ sở phân loại phụ tải phi dân dụng tại khoản 2 của Điều này.
Điều 8. Xác định biến mục tiêu phục vụ tính toán chọn mẫu phụ tải phi dân dụng
1. Biến mục tiêu là tham số quan trọng biểu diễn đặc tính tiêu thụ điện của mỗi nhóm phụ tải phi dân dụng, được sử dụng trong tính toán độ lệch chuẩn và số lượng mẫu phụ tải phi dân dụng tối thiểu trong nghiên cứu phụ tải.
2. Biến mục tiêu được lựa chọn một trong các thông số sau:
a) Công suất phụ tải tại thời điểm công suất cực đại trong năm của hệ thống điện;
b) Công suất phụ tải tại thời điểm cao điểm sáng hoặc cao điểm tối của ngày có công suất cực đại trong năm của hệ thống điện;
c) Điện năng thương phẩm theo thời gian (TOU);
d) Điện năng thương phẩm của cả năm của phụ tải điện phi dân dụng.
Điều 9. Phân tích, tách dải tiêu thụ điện theo biến mục tiêu
Việc phân tích, tách dải tiêu thụ điện theo biến mục tiêu cho từng nhóm phụ tải phi dân dụng được thực hiện như sau:
1. Xác định số lượng và đánh giá tỷ trọng công suất hoặc điện năng tiêu thụ của phụ tải lớn.
2. Sử dụng phương pháp Dalenius-Hodges để xây dựng biểu đồ phân bổ phụ tải theo công suất hoặc điện năng tiêu thụ, xác định điểm ngắt quãng tối ưu để tách dải công suất hoặc điện năng tiêu thụ. Chi tiết phương pháp Dalenius-Hodges được quy định tại Phụ lục 2 ban hành kèm theo Thông tư này.
Kết quả của tính toán phân tích, tách dải công suất hoặc điện năng tiêu thụ cho từng nhóm phụ tải phi dân dụng phải bao gồm:
a) Số lượng dải và số lượng phụ tải trong từng dải;
b) Giá trị công suất hoặc điện năng tiêu thụ trung bình của từng dải tiêu thụ điện năng;
c) Độ lệch chuẩn của từng dải.
Điều 10. Tính toán số lượng mẫu phụ tải phi dân dụng
Việc tính toán số lượng mẫu phụ tải phi dân dụng cho từng dải phụ tải được thực hiện theo các bước sau:
1. Chọn các phụ tải lớn làm mẫu phụ tải tham gia nghiên cứu phụ tải.
2. Loại bỏ các dải phụ tải có tổng công suất hoặc điện năng tiêu thụ của các phụ tải trong dải nhỏ hơn 1% so với tổng công suất hoặc điện năng tiêu thụ của nhóm phụ tải.
3. Lựa chọn một trong các phương pháp tính toán số lượng mẫu phụ tải cho các dải phụ tải còn lại. Các phương pháp tính toán bao gồm:
a) Phương pháp hàm phân bố chuẩn;
b) Phương pháp trung bình đơn vị (MPU - Mean Per Unit);
c) Phương pháp tỷ lệ phân ly (SR - Seperate Ratio);
d) Phương pháp tỷ lệ kết hợp (CR - Combined Ratio).
Chi tiết các phương pháp tính toán số lượng mẫu phụ tải cho các dải phụ tải quy định tại Phụ lục 2 ban hành kèm theo Thông tư này.
4. Xác định giá trị độ tin cậy và sai số biên phục vụ tính toán số lượng mẫu trên cơ sở ràng buộc về kinh phí thực hiện nghiên cứu phụ tải.
5. Tính toán số lượng mẫu phụ tải của từng dải phụ tải.
6. Tổng hợp, lập bảng thống kê số lượng mẫu phụ tải trong từng dải phụ tải, nhóm phụ tải, thành phần phụ tải.
Điều 11. Phân bổ, lựa chọn mẫu phụ tải phi dân dụng
1. Trên cơ sở tổng hợp số lượng mẫu của từng nhóm phụ tải, trước ngày 15 tháng 5 hàng năm Tập đoàn điện lực Việt Nam có trách nhiệm thực hiện phân bổ mẫu (nếu có thay đổi) cho từng tổng công ty điện lực tỷ lệ thuận với tỷ trọng điện năng thương phẩm của các nhóm phụ tải của các tổng công ty điện lực.
2. Tổng công ty điện lực có trách nhiệm lập danh sách phụ tải được chọn làm mẫu theo số lượng mẫu được phân bổ, bao gồm tên phụ tải, địa chỉ, cấp điện áp, dải phụ tải, nhóm phụ tải, thành phần phụ tải.
3. Tổng công ty điện lực có trách nhiệm lập danh sách mẫu phụ tải phi dân dụng dự phòng trong trường hợp cần thay thế.
4. Tổng công ty điện lực có trách nhiệm báo cáo Tập đoàn Điện lực Việt Nam danh sách phụ tải được chọn làm mẫu theo số lượng mẫu được phân bổ và danh sách mẫu phụ tải dự phòng trước ngày 15 tháng 12 hàng năm.
Điều 12. Báo cáo đánh giá mẫu phụ tải phi dân dụng
Trước ngày 20 tháng 12 năm hàng năm, Tập đoàn Điện lực Việt Nam có trách nhiệm hoàn thành và trình Cục Điều tiết điện lực báo cáo đánh giá mẫu phụ tải phi dân dụng trong phạm vi toàn quốc cho năm tới, bao gồm:
1. Công tác tính toán, thiết kế và phân bổ mẫu phụ tải phi dân dụng.
2. Đánh giá sự thay đổi (nếu có) về số lượng mẫu phụ tải phi dân dụng so với năm trước.
3. Đánh giá danh sách mẫu phụ tải phi dân dụng do các tổng công ty điện lực lập so với tính toán, thiết kế và phân bổ số lượng mẫu phụ tải phi dân dụng phân bổ cho các tổng công ty điện lực.
Điều 13. Trách nhiệm của các đơn vị trong thiết kế chọn mẫu phụ tải phi dân dụng
1. Tập đoàn Điện lực Việt Nam có trách nhiệm:
a) Tính toán, thiết kế số lượng mẫu phụ tải phi dân dụng trong phạm vi toàn quốc;
b) Phân bổ số lượng mẫu phụ tải phi dân dụng cho các tổng công ty điện lực;
c) Xác định đặc tính kỹ thuật của hệ thống thiết bị thu thập số liệu nghiên cứu phụ tải và quản lý, giám sát việc đầu tư, lắp đặt thiết bị để thực hiện nghiên cứu phụ tải cho mẫu phụ tải phi dân dụng trong phạm vi toàn quốc.
2. Tổng công ty điện lực có trách nhiệm:
a) Lập danh sách mẫu phụ tải phi dân dụng theo số lượng mẫu do Tập đoàn điện lực Việt Nam tính toán, phân bổ;
b) Thực hiện đầu tư, lắp đặt thiết bị thu thập số liệu nghiên cứu phụ tải cho mẫu phụ tải phi dân dụng thuộc địa bàn quản lý của đơn vị mình.
Mục 2. THIẾT KẾ CHỌN MẪU PHỤ TẢI DÂN DỤNG
Điều 14. Tính toán, lựa chọn mẫu phụ tải dân dụng
1. Các yếu tố cần xem xét khi phân tích và phân loại nhóm phụ tải dân dụng bao gồm
a) Yếu tố địa lý (vùng, miền);
b) Phân bố theo khu vực (nông thôn, thành thị);
c) Yêu tố thời tiết (mùa);
d) Mức độ điện khí hoá và mức sử dụng điện của các hộ gia đình, hoặc các yếu tố đặc trưng khác trong từng nhóm phụ tải dân dụng.
2. Thực hiện quá trình tính toán phân tích và phân loại phụ tải dân dụng cho từng tổng công ty điện lực theo thứ tự sau:
a) Phân loại các nhóm phụ tải dân dụng theo khu vực nông thôn và thành thị để phân biệt mức độ điện khí hoá và mức sử dụng điện của các hộ gia đình;
b) Phân loại các nhóm phụ tải dân dụng theo các yếu tố đặc trưng, bao gồm các loại phụ tải dân dụng là nhà riêng, căn hộ, biệt thự hoặc nhà cho thuê;
c) Lựa chọn số lượng mẫu cho từng nhóm phụ tải phụ tải dân dụng;
d) Lập danh sách phụ tải dân dụng được chọn làm mẫu, bao gồm tên phụ tải, địa chỉ, nhóm phụ tải, thành phần phụ tải;
đ) Lập danh sách mẫu phụ tải dân dụng dự phòng trong trường hợp cần thiết.
3. Tổng công ty điện lực có trách nhiệm báo cáo Tập đoàn điện lực Việt Nam danh sách mẫu phụ tải dân dụng và danh sách mẫu phụ tải dân dụng dự phòng trước ngày 15 tháng 12 hàng năm.
4. Tập đoàn Điện lực Việt Nam có trách nhiệm tổng hợp mẫu phụ tải dân dụng theo 03 miền Bắc, Trung và Nam để phân biệt theo yếu tố địa lý và thời tiết trong năm.
Điều 15. Báo cáo đánh giá mẫu phụ tải dân dụng
Trước ngày 20 tháng 12 năm hàng năm, Tập đoàn Điện lực Việt Nam có trách nhiệm hoàn thành và trình Cục Điều tiết điện lực báo cáo đánh giá mẫu phụ tải dân dụng trong phạm vi toàn quốc cho năm tới, bao gồm:
1. Công tác tính toán, thiết kế và phân bổ mẫu phụ tải dân dụng.
2. Đánh giá sự thay đổi (nếu có) về số lượng mẫu phụ tải dân dụng so với năm trước.
3. Đánh giá danh sách mẫu phụ tải dân dụng do các tổng công ty điện lực lập so với tính toán, thiết kế và phân bổ số lượng mẫu phụ tải dân dụng phân bổ cho các tổng công ty điện lực.
Điều 16. Trách nhiệm của các đơn vị trong thiết kế chọn mẫu phụ tải dân dụng
1. Tổng công ty điện lực có trách nhiệm:
a) Tính toán, thiết kế và lập danh sách mẫu phụ tải dân dụng trong phạm vi quản lý của tổng công ty;
b) Thực hiện đầu tư, lắp đặt thiết bị thu thập số liệu nghiên cứu phụ tải cho mẫu phụ tải dân dụng trong phạm vi quản lý của tổng công ty.
2. Tập đoàn Điện lực Việt Nam có trách nhiệm:
a) Tổng hợp mẫu phụ tải dân dụng trong phạm vi toàn quốc trên cơ sở xét ràng buộc kinh phí, cân đối tỷ trọng tiêu thụ điện của từng đơn vị trong tổng lượng tiêu thụ điện toàn quốc;
b) Xác định đặc tính kỹ thuật của hệ thống thiết bị để thực hiện nghiên cứu phụ tải và quản lý, giám sát việc đầu tư, lắp đặt thiết bị thu thập số liệu nghiên cứu phụ tải cho mẫu phụ tải dân dụng trong phạm vi toàn quốc.
Chương IV
TRÌNH TỰ, THỦ TỤC THU THẬP HIỆU CHỈNH SỐ LIỆU, XÂY DỰNG
VÀ DỰ BÁO BIỂU ĐỒ PHỤ TẢI
Mục 1. THU THẬP VÀ HIỆU CHỈNH SỐ LIỆU
Điều 17. Thu thập số liệu công tơ của phụ tải mẫu
1. Số liệu công tơ của phụ tải mẫu là số liệu công suất, điện năng tiêu thụ của phụ tải mẫu theo chu kỳ đo quy định (30 phút hoặc 60 phút).
2. Các tổng công ty điện lực có trách nhiệm thực hiện cài đặt công tơ để truyền dữ liệu tự động về tổng công ty vào lúc 0h hàng ngày.
Điều 18. Xác định lỗi số liệu của công tơ phụ tải mẫu
Để xác định lỗi của số liệu của công tơ phụ tải mẫu, cần phải thực hiện các công việc sau:
1. Kiểm tra từ thời điểm bắt đầu đợt đọc số liệu đến thời điểm kết thúc đợt đọc số liệu.
2. Kiểm tra số liệu điện năng mang giá trị bằng không (“0”).
3. Kiểm tra trạng thái thông báo (phát hiện các nghi ngờ cần kiểm tra).
4. Kiểm tra, so sánh giá trị tổng điện năng theo chu kỳ đo của phụ tải với tổng điện năng thương phẩm đo đếm định kỳ hàng tháng.
5. Kiểm tra giá trị số liệu đo đếm so với ngưỡng tiêu thụ điện của phụ tải mẫu.
6. Kiểm tra và so sánh với số liệu điện năng thương phẩm tháng trước hoặc tháng cùng kỳ năm trước.
7. Kiểm tra và so sánh với số liệu phụ tải đỉnh tháng trước hoặc tháng cùng kỳ năm trước.
8. Kiểm tra hệ số phụ tải.
Điều 19. Hiệu chỉnh và ước lượng số liệu công tơ của phụ tải mẫu
1. Hiệu chỉnh và ước lượng số liệu công tơ của phụ tải mẫu là thực hiện chỉnh sửa các số liệu bị mất, bị thiếu hoặc không chính xác khi xác định lỗi số liệu trong quá trình thu thập số liệu của công tơ.
2. Các phương pháp hiệu chỉnh, ước lượng số liệu công tơ bao gồm:
a) Nội suy tuyến tính: nội suy từ đường đặc tính xu thế tiêu thụ điện;
b) Ngày tương đồng: sử dụng dữ liệu ngày tương đồng của tuần hiện tại hoặc tuần trước;
c) Tự động ước lượng: sử dụng trong trường hợp dữ liệu bị thiếu không quá bảy (07) ngày;
d) Kiểm tra trực quan đồ thị: để biết được dữ liệu bị sai và quyết định về dữ liệu được ước lượng;
đ) Hiệu chỉnh ước lượng số liệu thủ công: được sử dụng khi dữ liệu bị thiếu nhiều hơn bảy (07) ngày;
e) Hiệu chỉnh ước lượng giá trị trung bình các tuần của ngày tham chiếu: dựa vào dữ liệu của bốn (04) tuần gần nhất.
3. Các số liệu công tơ của phụ tải mẫu sau khi được hiệu chỉnh, ước lượng phải được lưu trữ để tạo lập bộ cơ sở dữ liệu cho nghiên cứu phụ tải.
Điều 20. Truyền số liệu của phụ tải mẫu về bộ cơ sở dữ liệu nghiên cứu phụ tải
Trước ngày 20 của tháng tiếp theo, tổng công ty điện lực có trách nhiệm hoàn thành việc thu thập, hiệu chỉnh và ước lượng số liệu công tơ của phụ tải mẫu và truyền số liệu đã hiệu chỉnh về Tập đoàn Điện lực Việt Nam để cập nhật vào Bộ cơ sở dữ liệu nghiên cứu phụ tải quốc gia.
Điều 21. Báo cáo đánh giá số liệu phụ tải mẫu hàng quý
Trước ngày 20 tháng đầu tiên của quý tiếp theo, tổng công ty điện lực có trách nhiệm hoàn thành và cung cấp báo cáo quý đánh giá kết quả thu thập, hiệu chỉnh số liệu công tơ của phụ tải mẫu cho Tập đoàn Điện lực Việt Nam.
Điều 22. Trách nhiệm của các đơn vị trong thu thập và hiệu chỉnh số liệu
1. Tổng công ty điện lực có trách nhiệm:
a) Cài đặt công tơ, thu thập, hiệu chỉnh số liệu tiêu thụ điện năng từ công tơ của phụ tải mẫu và quản lý cơ sở dữ liệu phụ tải mẫu trong phạm vi quản lý của tổng công ty;
b) Truyền dữ liệu đã hiệu chỉnh của phụ tải mẫu về Tập đoàn điện lực Việt Nam để xây dựng Bộ cơ sở dữ liệu nghiên cứu phụ tải quốc gia.
2. Tập đoàn điện lực Việt Nam có trách nhiệm quản lý Bộ cơ sở dữ liệu nghiên cứu phụ tải quốc gia, đảm bảo để Đơn vị vận hành hệ thống điện và thị trường điện, các tổng công ty điện lực có quyền truy cập, sử dụng bộ cơ sở dữ liệu này.
Mục 2. PHÂN TÍCH, XÂY DỰNG BIỂU ĐỒ PHỤ TẢI
Điều 23. Biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm
1. Biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của từng nhóm, thành phần phụ tải được xây dựng bằng cách tính toán, tổng hợp biểu đồ phụ tải chuẩn hóa đơn vị năm của từng mẫu phụ tải.
2. Trình tự xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của các nhóm và thành phần phụ tải thực hiện như sau:
a) Bước 1: Xây dựng biểu đồ chuẩn hóa đơn vị năm của từng phụ tải mẫu bằng cách chia biểu đồ phụ tải thu thập được cả năm cho điện năng thương phẩm năm của phụ tải mẫu đó;
b) Bước 2: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của từng nhóm phụ tải bằng cách trung bình cộng biểu đồ chuẩn hóa đơn vị năm của các phụ tải mẫu thuộc nhóm phụ tải đó;
c) Bước 3: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của từng thành phần phụ tải bằng cách trung bình cộng các biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của các nhóm phụ tải thuộc thành phần phụ tải đó;
d) Bước 4: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc bằng cách trung bình cộng các biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của các thành phần phụ tải;
đ) Bước 5: Lưu trữ biểu đồ phụ tải trung bình chuẩn hóa đơn vị năm của từng nhóm và thành phần phụ tải vào bộ cơ sở dữ liệu nghiên cứu phụ tải.
Điều 24. Biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng
1. Biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng được xây dựng bằng cách tính toán, tổng hợp biểu đồ phụ tải chuẩn hóa đơn vị tháng của từng mẫu phụ tải.
2. Phương pháp xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng cho các nhóm và thành phần phụ tải thực hiện như sau:
a) Bước 1: Xây dựng biểu đồ phụ tải chuẩn hóa đơn vị tháng của từng phụ tải mẫu bằng cách chia biểu đồ phụ tải thu thập được cả tháng cho điện năng thương phẩm tháng của phụ tải mẫu đó;
b) Bước 2: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng của từng nhóm phụ tải bằng cách trung bình cộng biểu đồ chuẩn hóa đơn vị tháng của các phụ tải mẫu thuộc nhóm phụ tải đó;
c) Bước 3: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng cho từng thành phần phụ tải bằng cách trung bình cộng các biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng của các nhóm phụ tải thuộc thành phần phụ tải đó;
d) Bước 4: Xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc bằng cách trung bình cộng các biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng của các thành phần phụ tải;
đ) Bước 5: Lưu trữ biểu đồ phụ tải trung bình chuẩn hóa đơn vị tháng của từng nhóm và thành phần phụ tải vào bộ cơ sở dữ liệu nghiên cứu phụ tải.
Điều 25. Biểu đồ phụ tải thực
1. Biểu đồ phụ tải thực (năm, tháng) của từng nhóm phụ tải được xây dựng bằng cách nhân biểu đồ phụ tải trung bình chuẩn hóa đơn vị (năm, tháng) với số liệu điện năng thương phẩm (năm, tháng) của từng nhóm phụ tải đó.
2. Biểu đồ phụ tải thực (năm, tháng) của các thành phần phụ tải được xây dựng bằng cách cộng biểu đồ phụ tải thực (năm, tháng) của các nhóm phụ tải thuộc thành phần phụ tải đó.
3. Biểu đồ phụ tải thực (năm, tháng) của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc được xây dựng bằng cách cộng biểu đồ phụ tải thực năm, tháng của các thành phần phụ tải.
4. Lưu trữ biểu đồ phụ tải thực (năm, tháng) của từng nhóm phụ tải, thành phần phụ tải và của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc vào bộ cơ sở dữ liệu nghiên cứu phụ tải;
Điều 26. Biểu đồ phụ tải ngày điển hình
1. Biểu đồ phụ tải ngày làm việc điển hình (năm, tháng) của nhóm phụ tải, thành phần phụ tải và của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc được xây dựng bằng cách trung bình cộng biểu đồ phụ tải thực các ngày làm việc (năm, tháng) của nhóm phụ tải, thành phần phụ tải và của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc.
2. Biểu đồ phụ tải ngày nghỉ, ngày lễ điển hình (năm, tháng) của nhóm phụ tải, thành phần phụ tải và của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc được xây dựng bằng cách trung bình cộng biểu đồ phụ tải thực các ngày nghỉ, ngày lễ (năm, tháng) của nhóm phụ tải, thành phần phụ tải và của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc.
Điều 27. Nội dung báo cáo phân tích xây dựng biểu đồ phụ tải
Căn cứ kết quả xây dựng biểu đồ phụ tải, báo cáo phân tích biểu đồ phụ tải phải bao gồm các nội dung sau:
1. Kết quả tính toán, xây dựng biểu đồ phụ tải trung bình chuẩn hóa đơn vị; biểu đồ phụ tải thực; biểu đồ phụ tải ngày điển hình (năm, tháng) theo nhóm phụ tải, thành phần phụ tải và tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc quy định tại Điều 23, Điều 24, Điều 25 và Điều 26 của Thông tư này.
2. Phân tích, đánh giá tốc độ tăng trưởng điện năng thương phẩm của đơn vị và toàn hệ thống điện quốc gia chi tiết theo nhóm và thành phần phụ tải so với năm trước.
3. Đánh giá xu thế thay đổi của biểu đồ phụ tải nhóm, thành phần phụ tải chiếm tỷ trọng tiêu thụ điện lớn hoặc có tốc độ tăng trưởng cao.
4. Đánh giá ảnh hưởng của các nhóm, thành phần phụ tải tham gia vào công suất cực đại của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc bao gồm: tần suất xuất hiện đỉnh, sự thay đổi của công suất cực đại, tỷ trọng đóng góp vào công suất cực đại. So sánh với biểu đồ phụ tải thực của hệ thống điện miền hoặc toàn quốc.
5. Sự thay đổi của biểu đồ phụ tải của nhóm, thành phần phụ tải theo thời gian.
6. Phân tích mối tương quan của xu thế thay đổi biểu đồ phụ tải của nhóm, thành phần phụ tải với diễn biến về nhiệt độ, chỉ số sản xuất công nghiệp và các yếu tố liên quan đến hoạt động kinh doanh khác.
Điều 28. Báo cáo phân tích xây dựng biểu đồ phụ tải quý
1. Trước ngày 20 tháng thứ hai của quý tiếp theo, tổng công ty điện lực có trách nhiệm hoàn thành và cung cấp báo cáo phân tích xây dựng biểu đồ phụ tải các tháng trong quý và tổng hợp biểu đồ phụ tải trong toàn quý của đơn vị cho Tập đoàn Điện lực Việt Nam, Đơn vị vận hành hệ thống điện và thị trường điện và Cục Điều tiết điện lực.
2. Trước ngày 25 tháng thứ hai của quý tiếp theo, Tập đoàn Điện lực Việt Nam có trách nhiệm hoàn thành và báo cáo Cục Điều tiết điện lực nội dung báo cáo phân tích xây dựng biểu đồ phụ tải quý của hệ thống điện miền và toàn quốc.
Điều 29. Báo cáo phân tích xây dựng biểu đồ phụ tải năm
1. Trước ngày 20 tháng Giêng của năm tiếp theo, tổng công ty điện lực có trách nhiệm hoàn thành và cung cấp báo cáo phân tích xây dựng biểu đồ phụ tải năm của đơn vị cho Tập đoàn Điện lực Việt Nam, Đơn vị vận hành hệ thống điện và thị trường điện và Cục Điều tiết điện lực.
2. Trước ngày 25 tháng Giêng của năm tiếp theo, Tập đoàn Điện lực Việt Nam có trách nhiệm hoàn thành và báo cáo Cục Điều tiết điện lực nội dung báo cáo phân tích xây dựng biểu đồ phụ tải năm của hệ thống điện miền và toàn quốc.
Điều 30. Trách nhiệm của các đơn vị trong phân tích, xây dựng biểu đồ phụ tải
1. Tổng công ty điện lực có trách nhiệm tính toán phân tích, xây dựng biểu đồ phụ tải và lập báo cáo kết quả phân tích xây dựng biểu đồ phụ tải năm, quý của tổng công ty.
2. Tập đoàn điện lực Việt Nam có trách nhiệm tính toán phân tích, xây dựng biểu đồ phụ tải và lập báo cáo kết quả phân tích xây dựng biểu đồ phụ tải năm, quý của hệ thống điện quốc gia và các miền.
3. Đơn vị vận hành hệ thống điện và thị trường điện có trách nhiệm tính toán phân tích, xây dựng biểu đồ phụ tải quy định tại Thông tư số 12/2010/TT-BCT ngày 15 tháng 4 năm 2010 của Bộ Công Thương quy định hệ thống điện truyền tải.
Mục 3. DỰ BÁO BIỂU ĐỒ PHỤ TẢI
Điều 31. Phương pháp dự báo biểu đồ phụ tải
Sử dụng kết hợp hai phương pháp nghiên cứu phụ tải từ dưới lên (Bottom-up) và từ trên xuống (Top-down) để dự báo biểu đồ phụ tải, cụ thể như sau:
1. Phương pháp từ trên xuống (Top-down)
a) Sử dụng chuỗi số liệu biểu đồ phụ tải quá khứ để dự báo xu hướng biểu đồ phụ tải;
b) Trên cơ sở dự báo xu hướng biểu đồ phụ tải và xem xét sự ảnh hưởng của các yếu tố thời tiết, tốc độ tăng trưởng kinh tế, dân số và hệ số đàn hồi theo biểu giá điện để dự báo biểu đồ phụ tải thích hợp.
2. Phương pháp từ dưới lên (Bottom-up)
a) Sử dụng biểu đồ phụ tải trung bình chuẩn hóa đơn vị (năm, tháng) để dự báo xu hướng biểu đồ phụ tải của từng nhóm, thành phần phụ tải;
b) Dự báo điện thương phẩm của từng nhóm, thành phần phụ tải theo tháng, năm có xét đến sự ảnh hưởng của các yếu tố sau: sự xuất hiện phụ tải mới, tốc độ tăng trưởng phụ tải, tình hình phát triển kinh tế - xã hội, tình hình sản xuất, tốc độ hiện đại hóa công nghệ các thiết bị sử dụng điện, các giải pháp quản lý nhu cầu điện (DSM) được áp dụng;
c) Trên cơ sở dự báo xu hướng biểu đồ phụ tải và dự báo điện thương phẩm của từng nhóm, thành phần phụ tải theo năm, tháng để dự báo biểu đồ phụ tải của từng nhóm, thành phần phụ tải.
3. So sánh kết quả dự báo biểu đồ phụ tải bằng hai (02) phương pháp nêu trên để phân tích và xác định kết quả dự báo biểu đồ phụ tải.
Điều 32. Nội dung báo cáo dự báo biểu đồ phụ tải
Căn cứ kết quả dự báo biểu đồ phụ tải, báo cáo dự báo biểu đồ phụ tải phải bao gồm các nội dung sau:
1. Kết quả tính toán, dự báo biểu đồ phụ tải trung bình chuẩn hóa đơn vị; biểu đồ phụ tải thực; biểu đồ phụ tải ngày điển hình (năm, tháng) theo nhóm phụ tải, thành phần phụ tải và tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc quy định tại Điều 23, Điều 24, Điều 25 và Điều 26 của Thông tư này.
2. Phân tích, đánh giá tốc độ tăng trưởng điện năng thương phẩm của đơn vị và toàn hệ thống điện quốc gia chi tiết theo nhóm và thành phần phụ tải so với năm trước.
3. Đánh giá xu thế thay đổi của biểu đồ phụ tải nhóm, thành phần phụ tải chiếm tỷ trọng tiêu thụ điện lớn hoặc có tốc độ tăng trưởng cao.
4. Đánh giá ảnh hưởng của các nhóm, thành phần phụ tải tham gia vào công suất cực đại của tổng công ty điện lực, hệ thống điện miền hoặc toàn quốc bao gồm: tần suất xuất hiện đỉnh, sự thay đổi của công suất cực đại, tỷ trọng đóng góp vào công suất cực đại.
5. Sự thay đổi của biểu đồ phụ tải của nhóm, thành phần phụ tải theo thời gian.
6. Phân tích mối tương quan của xu thế thay đổi biểu đồ phụ tải của nhóm, thành phần phụ tải với diễn biến về nhiệt độ, chỉ số sản xuất công nghiệp và các yếu tố liên quan đến hoạt động kinh doanh khác.
Điều 33. Báo cáo dự báo biểu đồ phụ tải
1. Tổng công ty điện lực, Đơn vị vận hành hệ thống điện và thị trường điện có trách nhiệm hoàn thành báo cáo dự báo biểu đồ phụ tải năm, tháng, tuần đảm bảo phù hợp yêu cầu nội dung và trình tự thời gian về báo cáo kết quả dự báo phụ tải năm, tháng, tuần quy định tại Điều 16, Điều 17, Điều 18 Thông tư số 12/2010/TT-BCT.
2. Trước ngày 15 tháng 9 hàng năm, Tập đoàn Điện lực Việt Nam có trách nhiệm hoàn thành báo cáo dự báo biểu đồ phụ tải năm đảm bảo phù hợp yêu cầu nội dung và trình tự thời gian báo cáo kết quả dự báo phụ tải năm trong nội dung của kế hoạch vận hành năm.
Điều 34. Trách nhiệm của các đơn vị trong dự báo biểu đồ phụ tải
1. Tổng công ty điện lực có trách nhiệm tính toán dự báo biểu đồ phụ tải năm, tháng của đơn vị phục vụ dự báo phụ tải, lập kế hoạch vận hành hệ thống điện phân phối và xây dựng giá điện.
2. Tập đoàn điện lực Việt Nam có trách nhiệm tính toán dự báo biểu đồ phụ tải năm của hệ thống điện miền và toàn quốc phục vụ xây dựng giá điện và quản lý nhu cầu điện (DSM).
3. Đơn vị vận hành hệ thống điện và thị trường điện có trách nhiệm tính toán dự báo biểu đồ phụ tải năm, tháng của hệ thống điện miền và toàn quốc phục vụ dự báo phụ tải, lập kế hoạch vận hành hệ thống điện quốc gia.
Chương V
MIỄN TRỪ THỰC HIỆN
Điều 35. Các trường hợp được xét miễn trừ thực hiện
Các đơn vị thuộc đối tượng áp dụng của Thông tư này có quyền nộp hồ sơ đề nghị xét miễn trừ thực hiện trong các trường hợp sau:
1. Đơn vị giải trình được những khó khăn liên quan đến công tác trang bị hạ tầng kỹ thuật, năng lực để thực hiện.
2. Đơn vị chứng minh được việc được hưởng miễn trừ phù hợp với các quy định của Thông tư này.
Điều 36. Thẩm quyền và căn cứ quyết định miễn trừ thực hiện
1. Cục Điều tiết điện lực có trách nhiệm xem xét và chấp thuận các trường hợp được miễn trừ thực hiện quy định tại Điều 35 Thông tư này.
2. Các căn cứ để xem xét miễn trừ thực hiện bao gồm:
a) Tình hình của đơn vị đề nghị được hưởng miễn trừ thực hiện (khó khăn liên quan tới công tác trang bị hạ tầng kỹ thuật, năng lực để thực hiện hoặc nguyên nhân khác có liên quan);
b) Phạm vi và thời hạn đề nghị được hưởng miễn trừ thực hiện;
c) Các căn cứ khác liên quan đến việc hưởng miễn trừ thực hiện (nếu có).
Điều 37. Hồ sơ đề nghị miễn trừ thực hiện
Hồ sơ đề nghị miễn trừ (01 bộ) bao gồm:
1. Văn bản đề nghị hưởng miễn trừ, trong đó nêu rõ về các nội dung quy định tại các điểm a, b, c khoản 2, Điều 36 Thông tư này.
2. Báo cáo giải trình chi tiết lí do đề nghị được miễn trừ thực hiện và các cam kết nếu được miễn trừ thực hiện.
3. Ý kiến bằng văn bản của Tập đoàn Điện lực Việt Nam về đề nghị miễn trừ của đơn vị.
Điều 38. Thủ tục thẩm định hồ sơ đề nghị miễn trừ thực hiện
1. Hồ sơ đề nghị miễn trừ thực hiện được nộp trực tiếp tại trụ sở Cục Điều tiết điện lực hoặc gửi qua đường bưu điện.
2. Trong thời hạn bảy (07) ngày kể từ ngày tiếp nhận hồ sơ đề nghị được miễn trừ thực hiện, Cục Điều tiết điện lực có trách nhiệm thông báo bằng văn bản cho đơn vị nộp hồ sơ về tính hợp lệ của hồ sơ. Trường hợp hồ sơ chưa hợp lệ, Cục Điều tiết điện lực có trách nhiệm nêu rõ những nội dung cần bổ sung.
3. Trong thời hạn ba mươi (30) ngày làm việc kể từ nhận đủ hồ sơ hợp lệ, Cục Điều tiết điện lực có trách nhiệm hoàn thành thẩm định hồ sơ đề nghị miễn trừ thực hiện và ra quyết định cho phép miễn trừ thực hiện. Trường hợp không chấp thuận đề nghị được miễn trừ thực hiện, Cục Điều tiết điện lực phải thông báo bằng văn bản cho đơn vị đề nghị và nêu rõ lý do không chấp thuận.
4. Trường hợp đề nghị miễn trừ thực hiện có nhiều tình tiết phức tạp, liên quan tới nhiều đơn vị khác, thì được gia hạn thời hạn thẩm định nhưng không quá mười lăm (15) ngày làm việc.
Điều 39. Trách nhiệm cung cấp thông tin
Tập đoàn Điện lực Việt Nam và các tổng công ty điện lực có trách nhiệm cung cấp thông tin theo yêu cầu của Cục Điều tiết điện lực.
Điều 40. Rút đề nghị hưởng miễn trừ
Trường hợp rút đề nghị được miễn trừ thực hiện, đơn vị đã nộp hồ sơ phải thông báo bằng văn bản tới Cục Điều tiết điện lực.
Điều 41. Bãi bỏ Quyết định cho phép miễn trừ thực hiện
Cục Điều tiết điện lực có quyền bãi bỏ Quyết định cho phép miễn trừ thực hiện trong các trường hợp sau:
1. Phát hiện có sự gian dối trong việc đề nghị được miễn trừ thực hiện.
2. Đơn vị được miễn trừ thực hiện không thực hiện hoặc thực hiện không đúng các điều kiện, nghĩa vụ đã cam kết và thời gian thực hiện quy định tại quyết định cho phép miễn trừ thực hiện.
3. Các điều kiện cho phép miễn trừ thực hiện không còn tồn tại.
Chương VI
TỔ CHỨC THỰC HIỆN
Điều 42. Tổ chức thực hiện
1. Cục Điều tiết điện lực có trách nhiệm phổ biến, hướng dẫn và kiểm tra việc thực hiện Thông tư này; tổ chức xây dựng và ban hành các quy trình chi tiết để thực hiện trình tự nghiên cứu phụ tải.
2. Tập đoàn Điện lực Việt Nam có trách nhiệm tổ chức đào tạo cài đặt, sử dụng các phần cứng, phần mềm phục vụ nghiên cứu phụ tải.
3. Trong quá trình thực hiện nếu có vướng mắc, các đơn vị phải báo cáo Cục Điều tiết điện lực để xem xét và đề xuất Bộ Công Thương sửa đổi, bổ sung Thông tư.
Điều 43. Hiệu lực thi hành
Thông tư này có hiệu lực thi hành kể từ ngày 21 tháng 10 năm 2011.
Nơi nhận: - Thủ tướng, các Phó Thủ tướng Chính phủ; - Các Bộ, cơ quan ngang Bộ, cơ quan thuộc Chính phủ; - UBND tỉnh, thành phố trực thuộc TƯ; - Viện kiểm sát nhân dân tối cao; Tòa án nhân dân tối cao; - Bộ trưởng, các Thứ trưởng Bộ Công Thương; - Cục Kiểm tra văn bản QPPL (Bộ Tư pháp); - Kiểm toán nhà nước; - Tập đoàn Điện lực Việt Nam; - Các Tổng công ty Điện lực; - Trung tâm điều độ hệ thống điện quốc gia; - Công báo; - Website: Chính phủ, Bộ Công Thương; - Lưu: VT, ĐTĐL, PC.
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KT. BỘ TRƯỞNG THỨ TRƯỞNG Hoàng Quốc Vượng
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PHỤ LỤC 1
THÀNH PHẦN PHỤ TẢI ĐIỆN, NHÓM VÀ PHÂN NHÓM PHỤ TẢI
(Ban hành kèm theo Thông tư số 33/2011/TT-BCT ngày 06 tháng 9 năm 2011 Quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện)
Thành phần phụ tải
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Nhóm phụ tải
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Phân nhóm phụ tải
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I. Nông-Lâm-Thủy sản
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1. Nông-Lâm-Thủy sản
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1. Bơm tưới, tiêu nước phục vụ nông nghiệp (kể cả các trạm bơm cục bộ do HTX nông nghiệp quản lý và trạm bơm)
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2. Các hoạt động đóng, mở các cống điều tiết nước, phân lũ và sản xuất nông nghiệp khác
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3. Điện cấp cho các hoạt động nông nghiệp khác như: Bơm tưới vườn cây, dịch vụ cây trồng, bơm nước rửa chuồng trại, bảo vệ thực vật, lai tạo giống mới, sưởi ấm gia súc...
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4. Điện cấp cho lâm nghiệp: Bao gồm các cơ sở sản xuất lâm nghiệp, các hoạt động chế biến phụ thuộc trong ngành lâm nghiệp như: Trồng và tu bổ rừng, khoanh nuôi bảo vệ rừng. Hoạt động khai thác những sản phẩm từ rừng như: khai thác gỗ, tre, nứa và các lâm sản khác
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5. Điện cấp cho thủy sản: Gồm điện dùng cho việc đánh bắt, nuôi trồng thủy sản và các hoạt động dịch vụ có liên quan
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II. Công nghiệp-Xây dựng
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1. Khai khoáng
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1. Khai thác than
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2. Khai thác dầu thô, khí tự nhiên và các hoạt động dịch vụ phục vụ cho khai thác dầu và khí
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3. Khai thác quặng uranium và quặng thorium
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4. Khai thác quặng kim loại đen và kim loại màu
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5. Khai thác đá, cát, sỏi, đất sét, cao lanh, khoáng hóa chất, khoáng phân bón, khai thác muối, v.v. Các mỏ khác chưa được phân vào đâu
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2. Chế biến thực phẩm
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1. Sản xuất thực phẩm bao gồm: Chế biến và bảo quản thịt, thủy sản và sản phẩm từ thịt, thủy sản; Chế biến rau quả, gia vị, nước chấm, nước sốt, dấm, các loại men thực phẩm; Sản xuất dầu, mỡ động vật, thực vật; Xay xát, sản xuất bột và sản xuất các sản phẩm từ bột như: Bún, bánh, mỳ, miến...; Sản xuất chế biến thực phẩm khác như: Bơ, sữa, bánh, kẹo, đường, kakao, sôcôla, chè, cà phê; Chế biến thực phẩm cho trẻ sơ sinh; Chế biến thực phẩm chuyên dùng cho người bệnh
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2. Sản xuất đồ uống: Ruợu, bia, nước khoáng, nước giải khát các loại
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3. Sản xuất thuốc lá, thuốc lào
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3. Dệt may
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1. Sản xuất sợi, dệt vải và hoàn thiện sản phẩm dệt, sản xuất hàng đan, móc
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2. Sản xuất trang phục, nhuộm da lông thú (may mặc)
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3. Thuộc, sơ chế da, sản xuất vali, túi xách, yên đệm và giày dép
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4. Chế biến gỗ
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1. Chế biến gỗ và sản xuất các sản phẩm từ gỗ, tre, nứa, sản xuất các sản phẩm từ rơm rạ và vật liệu tết bện
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5. Giấy
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1. Sản xuất giấy và sản phẩm từ giấy
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6. In
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1. Xuất bản, in và sao bản ghi các loại văn hóa phẩm như băng, đĩa nhạc
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7. Hóa chất
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1. Sản xuất than cốc, sản phẩm dầu mỏ tinh chế và nhiên liệu hạt nhân
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2. Sản phẩm hóa chất, phân bón, thuốc trừ sâu, hóa chất khác dùng trong nông nghiệp; Sản xuất sơn, vécni, mực in, matít; Sản xuất thuốc, hóa dược và dược liệu; Sản xuất mỹ phẩm, xà phòng và các chất tẩy rửa và chế phẩm vệ sinh, v.v.
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3. Sản xuất các sản phẩm từ cao su và nhựa các loại
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4. Sản xuất các sản phẩm từ chất khoáng phi kim loại như: Thủy tinh, các sản phẩm từ thủy tinh, đồ gốm, sứ, vật chịu lửa, gạch ngói, xi măng, vôi, vữa, bê tông và các sản phẩm khác từ xi măng, cát, tạo dáng và hoàn thiện đá, hắc ín, nhựa đường, bột đá, bột mài, hạt mài tự nhiên hoặc nhân tạo; Sản xuất các sản phẩm từ amiăng...
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5. Tái chế phế liệu, phế thải kim loại và phi kim loại
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8. Luyện kim
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1. Sản xuất các kim loại như: Sắt, thép, kim loại màu và kim loại quí, đúc sắt thép, đúc kim loại màu
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2. Sản xuất các sản phẩm từ kim loại
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9. Chế tạo máy và thiết bị
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1. Chế tạo máy móc thiết bị cho sản xuất và hoạt động văn phòng như: Động cơ, tuabin, thiết bị văn phòng, máy tính
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2. Sản xuất các thiết bị, dụng cụ điện, dây điện, pin, ắc qui, đèn điện và thiết bị chiếu sáng
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3. Sản xuất rađio, tivi, thiết bị truyền thông và các linh kiện điện tử
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4. Sản xuất và lắp ráp các sản phẩm gia dụng như: Quạt điện, bàn là, máy giặt, tủ lạnh...
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5. Sản xuất dụng cụ y tế, dụng cụ chính xác, dụng cụ quang học và đồng hồ các loại
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6. Sản xuất xe có động cơ, rơ móc; Sản xuất các phương tiện đi lại (xe đạp, xe máy); Sản xuất và sửa chữa các phương tiện vận tải đường bộ, đường thủy, đường sắt và hàng không
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7. Sản xuất giường, tủ, bàn ghế và các sản phẩm khác (nhạc cụ, dụng cụ thể dục thể thao, đồ chơi giải trí)
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10 .Cung cấp và phân phối gas, nước
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1. Sản xuất tập trung và phân phối khí đốt
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2. Sản xuất gas, phân phối nhiên liệu khí bằng đường ống
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3. Khai thác, lọc và phân phối nước
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11. Xây dựng
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1. San lấp mặt bằng
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2. Xây dựng
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3. Lắp đặt thiết bị
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III. Thương nghiệp-Khách sạn-Nhà hàng
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1. Bán buôn, bán lẻ và cửa hàng sửa chữa
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1. Bán buôn, bán lẻ của các công ty, cửa hàng (kể cả các hoạt động bao gói, bảo hành trong cửa hàng)
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2. Sửa chữa, bảo dưỡng vật phẩm tiêu dùng
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2. Khách sạn
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1. Khách sạn
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2. Quán trọ
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3. Nhà hàng
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1. Nhà hàng
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4. Văn phòng/Ngân hàng
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1. Hoạt động kinh doanh ngân hàng, bảo hiểm, tín dụng
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5. Liên doanh nước ngoài & cơ sở NN
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1.Liên doanh nước ngoài & cơ sở NN
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IV. Sinh hoạt dân dụng
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1. Sinh hoạt dân dụng thành thị
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1. Điện sinh hoạt của hộ gia đình dân cư thuộc thành thị
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2. Sinh hoạt dân dụng nông thôn
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1. Điện sinh hoạt của hộ gia đình dân cư thuộc nông thôn, miền núi, hải đảo, vùng sâu, vùng xa
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V. Các hoạt động khác
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1. Văn phòng công chính
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1. Điện cấp cho các cơ quan Đảng, Nhà nước và tổ chức đoàn thể trong nước, gồm: Các cơ quan Đảng, Nhà nước, các lực lượng vũ trang và các tổ chức đoàn thể quần chúng, các phường hội trong nước từ Trung ương đến các cấp địa phương
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2. Các đại sứ quán, các tổ chức của Liên hợp quốc, các cơ quan đại diện của nước ngoài đặt tại Việt Nam
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3. Điện cấp cho văn phòng làm việc của các doanh nghiệp và đơn vị sự nghiệp gồm: Điện cấp cho các hoạt động của bộ máy văn phòng các doanh nghiệp và cho các hoạt động của các đơn vị sự nghiệp (trừ các đơn vị văn hóa, bệnh viện, trường học)
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2. Cơ sở văn hóa thể thao
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1. Nhà hát, rạp chiếu bóng, rạp xiếc, nhà thông tin văn hóa, triển lãm, viện bảo tàng, nhà lưu niệm, khu du tích lịch sử, nơi thờ cúng của các tôn giáo tín ngưỡng
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2. Các câu lạc bộ văn hóa thể thao, khu vui chơi giải trí, công viên, sân bãi thể dục thể thao
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3. Trường/đại học
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1. Điện dùng trong các trường mẫu giáo mầm non, trường phổ thông, trường dạy nghề, các trường trung học, đại học và các trường đào tạo khác
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2. Điện dùng trong các hoạt động của các viện nghiên cứu khoa học
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4. Bệnh viện
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1. Các bệnh viện, bệnh xá, trạm xá, khu điều dưỡng, các trại dưỡng lão, trại trẻ mồ côi
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5. Chiếu sáng đèn đường
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1. Điện cấp cho ánh sáng công cộng và các hoạt động công cộng khác: Bao gồm các điện chiếu sáng ở những nơi công cộng đường phố và điện cấp cho các hoạt động công cộng khác không phải là kinh doanh
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2. Điện dùng trong các hoạt động chỉ huy giao thông
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3. Điện cấp cho các kho, bãi hàng hóa
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2. Điện dùng trong các hoạt động của các trung tâm phát triển tin học và phần mềm
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6. Cơ sở truyền thông
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1. Điện dùng trong hoạt động phát thanh, phát tín, truyền hình, thông tin, liên lạc
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7. Các hoạt động khác
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1. Các hoạt động xã hội khác chưa được phân vào đâu
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PHỤ LỤC 2
PHƯƠNG PHÁP TÍNH TOÁN THIẾT KẾ CHỌN MẪU PHỤ TẢI PHI DÂN DỤNG
(Ban hành kèm theo Thông tư số 33/2011/TT-BCT ngày 06 tháng 9 năm 2011 Quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện)
1. Phương pháp tách dải phụ tải theo mức công suất hoặc điện năng tiêu thụ (DALENUIUS-HODGES)
a) Phương pháp DALENUIUS-HODGES là phương pháp được sử dụng để tính toán tách dải phụ tải theo mức công suất hoặc điện năng tiêu thụ.
b) Phương pháp DALENUIUS-HODGES dùng để xác định các điểm ngắt quãng tối ưu trong chuỗi biến thiên công suất hoặc điện năng tiêu thụ của nhóm phụ tải nhằm tách nhóm phụ tải thành các dải theo mức tiêu thụ điện năng từ đó để tính số lượng mẫu phụ tải tối thiểu cho từng dải phụ tải của nhóm phụ tải.
c) Công thức tính toán tần suất xuất hiện nhóm mẫu:
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
Trong đó:
- CSqF1 là lũy tích căn bậc 2 của tần suất xuất hiện nhóm 1
- N1 là số lượng điểm trong nhóm 1
- Width1 là độ rộng dải giá trị của nhóm 1 (giá trị này có thể tùy chọn)
Các giá trị tiếp theo được tính theo công thức
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
Trong đó:
- Nd là số lượng điểm trong nhóm d;
- Widthd là độ rộng dải giá trị của nhóm d.
2. Phương pháp tính toán kích thước mẫu phụ tải theo hàm phân bố chuẩn tắc
a) Phương pháp tính toán kích thước mẫu phụ tải theo hàm phân bố chuẩn tắc được sử dụng để xác định số lượng mẫu phụ tải tối thiểu cho từng dải phụ tải (đã phân loại theo dải điện năng tiêu thụ của từng nhóm phụ tải) và tổng hợp số lượng mẫu phụ tải tối thiểu cho từng nhóm phụ tải và phân ngành cụ thể.
b) Với giả thiết các phụ tải sử dụng điện phân bố theo hàm phân bố chuẩn tắc với biến số là sản lượng điện năng tiêu thụ cả năm, số lượng phụ tải mẫu tối thiểu được xác định theo công thức sau:
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
Trong đó:
n: số lượng phụ tải mẫu tối thiểu.
E: Sai số biên (margin of error) là giá trị sai khác lớn nhất giữa giá trị trung bình µ và giá trị trung bình mẫu.
: Độ lệch tiêu chuẩn của đại lượng ngẫu nhiên X.
: Giá trị tới hạn (Critical value) mức của phân bố chuẩn tắc, trong đó = 1- Độ tin cậy.
N: tổng số các phụ tải trong dải điện năng tiêu thụ của nhóm phụ tải.
Độ lệch tiêu chuẩnlà đại lượng dùng để đánh giá mức độ phân tán các giá trị của một đại lượng ngẫu nhiên, được xác định theo công thức sau:
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATAAAAAlCAYAAADFl7VvAAAGUklEQVR4nO2cPXLjOBCFH7f2KPIEKp8AOoFKiSKnzsBQmzib0NkkYGhnTh0pGfAE9glcDgTdpTegKNMk+A/wz/1VKbBEk/3YzUcQABEQEYFhGGaG/DN2AAzDMF1hA2MYZrawgTEMM1vYwBiGmS3/jh0Aw8ydIAjGDmHRVI0zsoExjCN4QH942MAmCN/R3cCGsny4D4xhHMBmOQ5sYBOFiPjT88PMiRhhECAIAmyic+P/WpSBBZcT4OPDMIw/ztEJeyIQadz+d4+mHhYs6VWi1GjmLGkJGn4aQRBwvhwShxucHt5wWNVvu6gWGPMT6fbo4YrhWuc+dcaIBjp3cRSh+kgxjvjdyLyABRrYEu6ES9AwFF0fPeaGP51nRBFwaOoYPdkeDjAVJnaOTtg/bRvvb3EGxgBxGCCMx47CMXGIwCJqdTggKfct9nLooBKGuOH40hmHf4Bdc8NwwXYH/LHk8hxtcI8dtm1ahLQQAFBejpa4fp/9CCFIajNSpNXYUlKmI/1InW5pSAmQUEVt+X2k/2OUKNlXd5rG2zYmowRBKLJnTpN0EXxL+uSrW04c6jSKRMW+fOrQUlC2TMv2UceiDYwoPYnZk2XIKEkCIIxQ8HWU3VOKOojIaJKZ77S0m9fX5rK4D9IkhSCpdIkxdKNJvF1iMkpY82aUojGy2SdfyVdt9bvTaZSorJd0G195rDt2ExZlYDa0hPWund4dpuRhZSZMVN76uBa0lhWtk+vWuRaaISUl+WiM1sbbOaZk+2zevi4GTcrBRdGGzvn6+qaxfrc6DSmRNxz7Mb3k0SgStfVaT62BGa1ICmFtQhYddzzshVT+SEVGTa4VVv5EbykOpSt+L+fL0C8F1jfoTvH2iyl7UXV99HBB+Q3HvX73OoutqCIe82gUCQf+UWlgSaFIUjrnqv2O6QVrIVWeJE1yLgaW01FsfidaGkm5NPWF8JjH2nh7xmR9XBmeUgPzrd8FRpFAO5Nxq6NFzVZQbmBaEiwCy/og2lDXOdh2/9X9XyUn00ELzIcOe6j5FnC+T6LF3eyi26dv18bbN6aOGiaTr+I/eM9JgZLrO4tfHW4MrGQaxRnR4zOEeoB1gPXjVDMZrZrtU817bC3mgaRQYSj7jL+v74Dc2zWYT7wDkPvuQ8g+dBRJdAhlLvs1UOIWv7LTdi5a6okR3n/iVgDPx/p5FnFY84qVda5Gg3h7xNSHyeTrG+70d8vX9HS0wW5g5794fQduLdGaz3fg9heGmfbWg4sGu0ElBg1I9PCvzrSavV3IxQq/7ta4yW5zs4ao3VGMcHPE/u0JD3cCeD6irsw6XfBN4u0R0+QZUb9Tg55LHq3tsrKmYMmjyldTU5JO+5Yqmod9mvK2kG3fVT0+pkPD+ZGsNhq66Mj/XqehXoe85KKmOW40yWy/hKMO1O7x9oypYx9Y17qz5Sv9Ps8g+l1Q0wfmX4fXPrBk9AFCXYdBjU5NzR5ZdohXa+N0ThERlV746W/fg7F00BtzGVEtf5b3raEqZruB6SQP+SwbQ1pmh7fLRyGNlpbhap2cB+l27lfTePvGVD2h1S1pXpoZ2DD63VA1CjmADu+jkOYSyMU0hKiZL6RlMmLp6RaSLaRs4eT/LnY8ZjUkM/BLI/SsIYtNR5YqHVc936cyf7+o00GKwrZfrcv046LzuFG8UjqIqTgPbAj61J1b/a6wn8fBdDiaB+ZwOZ0YYXDEnp7sneaOyC8343b5mWE0pGSXYXGxJEscBnhcG7wN9GLuKMQhguPeUYd7O/L5AlzV3Tgk7x6+jFMvcYjN6aH3sR29zJ280b6Wz/A9AGErGDdFNJyGLC6XY9k+Gdy93oyyrMwQnKMNgsc1zAjmZWPO5gUAq90d8GlGOXZ8/MDdrr9xOjCwM+LYYHfYYrcW+DgNc/G4XYdpHA3uL4AVDm+EF9wvcjWKm8/foLfD9EfA58LqgJf1cYQliNqt+VVJn+fPdFQn7fi+Pv8O0EGRht5TwqgaiKrff2Smh6u6mw6GlBxmQCRFO3whfbZLSmdbYDOVcIWXJJ4Paa6WlbMzosjgcPD/aH6OIpjr2mb9ma2BAcvoSAXYwObEkm6cS2D2K7IuoYiWoOGnwLmaFrM2MC4mZiy49qbBrA2MYcaAzWs6sIExDDNb2MAYhpkt/wMxSXmrQX58FAAAAABJRU5ErkJggg==)
Trong đó:
DX: Phương sai hay độ lệch bình phương trung bình của đại lượng ngẫu nhiên X.
EX: Kỳ vọng hay giá trị trung bình của đại lượng ngẫu nhiên X.
: trung bình của bình phương X, được tính theo tỷ lệ phần trăm điện năng thương phẩm của các phụ tải trong dải điện năng tiêu thụ của nhóm phân ngành đó.
3. Phương pháp trung bình đơn vị (MPU - mean per unit).
a) Phương pháp trung bình đơn vị (MPU - mean per unit) là phương pháp tính toán đơn giản nhất dùng để xác định số lượng mẫu phụ tải cho mỗi dải phụ tải sử dụng số liệu công suất điện năng trung bình giờ của các phụ tải trong dải.
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
Trong đó:
• s dải phụ tải;
• c mẫu phụ tải;
• y biến mục tiêu (kWh);
• x biến phụ (điện năng thương phẩm tháng).
4. Phương pháp tỷ lệ phân ly (SR - Seperate Ratio)
Một biến bổ trợ là một thứ đã biết đối với tất cả các trường hợp trong tập hợp. Trong các khảo sát nghiên cứu phụ tải, các ứng cử viên cho biến bổ trợ là:
- Sản lượng hàng năm;
- Sản lượng theo mùa;
- Nhu cầu đối với các lớp đã đo đếm nhu cầu.
Các phương pháp tỉ lệ sử dụng dữ liệu tập hợp và dữ liệu mẫu phụ tải cho các biến bổ trợ để tăng độ chính xác. Cách này có hiệu quả khi biến đích và biến bổ trợ có mối tương quan chặt chẽ.
Không phụ thuộc vào biến được sử dụng khi thiết kế mẫu, biến được sử dụng khi khai triển thường là sản lượng tháng kinh doanh hoặc sản lượng tháng lịch biểu. Có 2 loại khai triển sau đây:
- Tỉ lệ phân ly (SR) sử dụng các giá trị sản lượng hàng tháng đối với mỗi nhóm phụ tải.
- Tỉ lệ kết hợp (CR) sử dụng các giá trị sản lượng hàng tháng cho lớp.
Thông thường, cách khai triển tỷ lệ kết hợp được sử dụng vì sản lượng tập hợp chỉ có ở mức lớp chứ không có ở mức nhóm phụ tải.
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
Các phép ước lượng
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,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)
5. Phương pháp tỷ lệ kết hợp (CR - Combined Ratio)
![Thông tư 33/2011/TT-BCT của Bộ Công Thương về việc quy định nội dung, phương pháp, trình tự và thủ tục nghiên cứu phụ tải điện](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAqoAAAHbCAYAAAADE7iTAAAgAElEQVR4nOydd3gVRdfAf3tbbnov9JZQQuiEjkgPhKLSBQuKyouvgKBi/UBB0FdFUVERRZGmgFSpAUKV3iEgLXQIpJB6b3LLfH9c7ppLEjpCZH7Pcx/C7uzsmd3Z3TNnzjmjCCEEEolEIpFIJBLJA4bmfgsgkUgkEolEIpEUhlRUJRKJRCKRSCQPJFJRlUgkEolEIpE8kEhFVSKRSCQSiUTyQKK73wJIJBKJRCKROMnJySEtLQ2bzYaiKHdUlzNe3M/PDx8fn7shnuQfRiqqEolEIpFIHhg++eQTNm/dhpe3N3b7nScmMuVkU75cWcaMHk1gYOBdkFDyTyIVVYlEIpFIJA8EeXl57N6zj+79nqNJs0ZkZlq4E6Oqm5ueM6dP8OXH47h8+bJUVIshUlGVSCQSiUTyQCCEwGg0UqFiJSLKliLTwp0pqjowGDR4eXnzIKaNP3DgALNmzcLb25sBAwYQFBR0v0V64JDBVBKJRCKRSFxYv24dc2bPvi/KnaIo5OXlYQJMpjv85UFubp5a7/3AYrHw5ZdfcujQIZftBw4c4JdffiEoKAibzcaXX35JWlrafZHxQUYqqhKJRCKRSFTWrV3LpO+/Jzw8/L4pd/8mtFot69euZcjgwZw9e1bdHhISwrPPPsurr77KU089xe7du0lPT7+Pkj6YSEVVIpFIJBIJADt27GDIkCGUKV2aOnXr3m9x/hVoNBo++fRTtBoNQ4cMJTExEXAoqpGRkS5lH0T3hPuN9FGVSCQSiaQYcfr0aWb/9ht2ITAYDNjtdsxmM1artchjNBoNer2egIAAunTpQmhoaKHlPhzzIUlJSQwbPvxeiX9b6PV//53fyOvU6ywWx98PqgG4QsWKvPbGGzzWpQtNmjR2ub5Wq5V169ZRt25dgoOD76OUDyZSUZVIJBKJpBih0+nYt38/M2bMACA0NJRXX30Vd3d38vLyCpQ3GAxs2byF+Qvm4+3tTY0aNQpVVFcsX8HWbVt57bXXCAkJueftuBkUBYSwk52djU6nQVEUcnPzsFis6PU6DAY9Go0Od3c37DbILdj8B4bo6Gh69+nDokWLadeuPVE1ogBISUlh/vz5DB8+HC8vr/ss5YOHVFQlEolEIilGlCxZki+++AIvDw++nzyZnJwc7HY7Q4YMQaMp3KMv9ZlU7HY7a9asRqvVFtifk5PD77//TmpKCp27dLnXTbhp9HrIzs5h4jeTOXr0GEajEaPRiIeHO5kZWWRlZeHv50ffPk9QKbwiBqP/VeX2fkteEB8fHx55pAW/zZ7N2rXxRFaPxGq1snjxYrp27UrFihXJy8vDYDDcb1EfKKSPqkQikUgkxYyAgAA++vhjBgwYQGZmJiNHjmTMmDHY7fYiy3fo0AFvHx+ys7ML7N/855/MXzAfnV5HTiH77xdWK3h5edKyRSPMOSZ2795LrepVGdS/F21aP4qnpzs7duzk/0aOY/LkGRgMUISuXqiC/k8jEJhNJqZNm8aePXt47733+OWXX7hy5QpDhgwhJSXlfov4wCEtqhKJRCKRFEN8fH35bPx47ELwww8/MG7sWITdzrvvvVeoUvbY449hF/ZCc3WmpaWRkZ6Om5sbRRkjbTYb4FD4bDYbQgj1b61We08yBNjtYLEoxDzShEsXkxn/5SQqhVckqkplSleqTMc2zVm0Yi2fffYFp06fLrQOIRw+ukUp8eBIIaXT6Vza4GyvRqPBarWi1WpVi7UQ4rbabb+6LGxycjKXkpLQarVUqFCB/fv3U7FiRbnMayFIRVUikUgkkmKKp6cnQ4cOZeaMGeSYTIwdOxZFo2H48OF4enq6lA0ICGDAgAGFRpZrtFqEEPTp8yTlypVTt0+a9D0JCQdRFAWbzcaTTz5J48aNOXb0KFOvWgKDg4N54403CpzvbmGzQS6gNehRgByzmWwc/qihvl507tCOadNmkVuIfy6Au7uR5JQU3hzxBs8993wB14apU6fy1+HDvPX223h7e6vbjx07xsSJExFCUKpUKV555RX27NnD77//TkZGBpGRkQwaNAij0XjTbdFqdeh0eixWK8EhIaoV3Gq13lI9DxNy6l8ikUgkkmJMuXLleO+99zAajVisVj7+6COm/vRTkeULswBarVasNhuxnWIJCAhQt/+5aRPffvMNX331FWfPnlWDsDy9vDh06BAzZ87E39//nvpVKgoIwGK1gqLgrjfgCeh0cPzcRSZPmUZS0kVCQ0MLjfq3Wq0EBQbg5+fPu+++y2+//qrum/z994waORJ/f3/c3NxcjvP39+dkYiLfTJxIdnY2np6e7Nu3j6+//polS5YQHByMPn86gpugdevWtGvXDqvVihACjUaDTqeTSup1kBZViUQikUiKMZ6enrz+xhsIIXj//fcxmc0sWLCALl27UrpMmZuqQwiBEIKMjAyX7aNGjSI7J5sFCxZQqmQpNX3SuXPnOPLXYV5++WWGDh1619qi0+nQaDSFBoVpNBrsNht79h3Az9eDg0dPseSP5ZxMPEX9+vX4z3+eQwiHu0B+HAFKbox6/33mzp3LBx98QF5eHjkmE599+imvDR/Oy6+8UuB8ISEhDBo0iPj4eDas38CquDiOHT1GlcpV+N8n/6NDhw633L6SpUpSuUpltmzdInOm3iQPvaKam5vL8uXLOX/+PKVKlaJt27a4u7vfb7Ekt0FGRgYrVqzg0qVLVK1alZYtWxYZAVsc2bx5MwcPHsRgMNC+ffsi8yA+iFitVtasWcOxY8cICQkhJiZGpmGRSO4iGo2GEW++CYrC2HHjWLN2LbNnz77lfKjXWggrVKzAW2++yaaNG5ny8xQeafEIPXv25Py582g1WmJjY29ZVqdSXJhl12ll1GgK7lMUBbvdzpEjR7h48SLrN23FbrPR8tHmvP76KwQFB5CZWfB8Go0Gk8mE1Wpl+PDhaDQa3nn7bQwGA2++/TYDBgwoUtY2bdvy6Wef8eabb9GzR0+qVY/k66+/psWjLW653U5MJtNtH/swUuwUVSEEdrsdjUZTZCfP7+B8o/I7d+7kySefxGq1Mm7cONq2bXvXZbbb7erDJ5ejKxq73Y7dbr9tp/zVq1fTs2dP/P39+eqrr+6BhAVxvnDB8RK9nty363wPjjx7Q4YMYfv27fTv3582bdrctrw2m61Ii8XN4gxKuFGb83Pu3DneeustMjMzWbx48W194O4lN3ttnPfwevUUZSkpqt78QSoSye2iKArDhg3jl19+QQGaNGlyV+qtFB5Ot+7dmfTddyxetIjGjRuzbPkymjVvfsvnMJvNTJ06lT179hSYalcUBavVyubNmylVuSa16tZBr9dgsTj222w2tHodPbs/QbMGdRn92TesWLESdw9PDAY3cnOLPq+iKFiuVvTCCy8wa+ZMfHx9r6ukgsPC+9JLL7Fw0SJWLF+O3WYjOOTOkvLfqrvAw06xMjeZTCZGjx5NbGwsEyZMKLTMmDFj6NSpE19++SUWi4WPPvqI2NhYxo8fX2DVjoyMDD799FOsViufffYZQ4YMuevW1NzcXEaOHElsbCzfffedNPUXQXp6OkOGDKFTp07MnDnzlo8/d+4cn332GUFBQUyaNIm+ffv+I9bUv/76i379+tG5c2fWr19/3bLjx4+nU6dOjB07Vn1h3gxCCCZNmsT27dt58cUXGT9+PCVLlrwteZ3Px4QJE267L545c4Z+/foRGxvL2rVrb+oYnU5H//79+eabb/Dx8eHTTz8lKSnpts5/L/jrr7/o3bs3b7zxBpcvXy6w//jx48ydO5chQ4YQGxvLa6+9xty5czlx4kSBspMnTyY2NpYuXbqov86dOxMbG8vLL79MXFxcgfW8N27cSNeuXRkzZsx1VxeSSG5EYmIi/v7+fPfddzRq3Pimj9PrdGg1Wr7+6mtOXxM97+fnR88ePfDx8WHlypUsW7qUrZu33NasiEajITw8nOjoaOrWrevyq1evHrVr1yYgIICQ4CA0Gsc0vvNVpSgKioBcq5VAPy86tG+DweDG0mXL+eyzb0AIrqcDOlfxGj9+PElJSZw8eZIvvvjihjJfSbtCTlY2Op2OHTt3snjx4ltutxOr1Up2dvY9y5Lwr0QUIzIyMsSjjz4qANGjR49Cyzj39+7dW+Tk5IjmzZsLQMTGxgqz2exSNiEhQXTu3Fl88cUX90zmrKws0ahRIwGIZ555Rthstnt2ruLMxYsXRaVKlQQgXnvttVs+fsOGDaJ9+/Zi+vTp90C6olm/fr3Q6/UCEFOmTLlu2a5duwpAtGvXTphMpps+R2Zmphg0aJAYOHCgSEtLuyN5nc9H9+7dhdVqva069u/fr7b5hx9+uOXjp0yZImJiYsTWrVtv6/x3G7vdLt5//30BiCeffLLAvZk9e7aoWrWqwBHPof40Go2oVauWmDhxosjMzFTLDxgwoEDZ/D9PT0/x0ksvidTUVPWYPXv2CH9/fxEWFiY2bdr0j7Vd8u/i0qVLosUjj4jevXoJq8VyS8fOnz9f6HU64WZwE9u3bS+w35STI4YMGSK0Wq0oEVZCdOzYUZw+ffpuie7CM88+J1Zv2S0yhBBn0x2/PCHEzIXLRc1msWLhyvXCJoQ4l24W4yfPFJEN24rGbR4XWxNOCYsQIjlXiPOZQpzLcPy9868Tok/fp8WxY8fE+++/L2rUqCEWL14sfp01S1SOiBAfjRtXpCy5ZrN48YUXRNcuXcTUqVNFzRo1RNmyZcX8efNuq20LFywQgYGBonSpUmLnzp23VcfDRrGa+lcURU1/UdRIzplawt3dHb1eT58+fdBqtURERBSwIFWrVo1Fixbdc5mdMnl4eNzTcxVnNBqNek9v5zo1a9aM5cuX322xboher8fX15fk5OQC01jX4myfp6fnLVl7vby8mDhx4h3J6SR/X7xdi7NWq73pNhdG//796d+//22d+16QmJjIjBkzCAsL4/nnn1ejb202G3PnzmXo0KEkJycTHR1N6dKlcXNzIycnh/3797N3715efvllFEVh4MCBKIqi9t/g4GCaNm2K0WjEbrejKAppaWls2rSJH3/8kUceeYQnn3wSgKioKAYOHMi4ceOYO3cujRo1+lf5V0vuPcnJyTzZ+0lyc/P48MMP0epu7fNusVhQFAU3o1uhU9NGd3c6dujIokWLOH36NArKbc/sXI/c3NyrvzzHyE6A0QjpJjMHEv7CkpfL/oOHaNq8IZ7ebjz9dC/sdsG0X6bz8f8+oUe37tSrX5eSYd5kZDmOd3MzYDLn8OaIEZw+fZqPPvqIjh07qud88623MJlMvPnWWy7R91lZWbz66qvMmDaNBYsW0a5dO9LT0xk+bDiDXxmMxWLl8SceR3cL1zo5OZmMjAy0N8jrKvmbYqWo3gpOP7LevXtTqVIlAgICXB6+5ORk1qxZQ0JCAt7e3rRq1YoaNWqg0+lISUnhxx9/JCMjgx49elCrVi0AMjMz2bFjB1u3bkWv19OhQwciIyNvSS6nqf/kyZPMmDEDi8VC3759iYiIUMvMnDmTHTt20KZNG7y9vVm6dCmVKlWid+/eqrKTlZXFxo0b+fPPP9HpdDz66KPUr18fDw8PrFYrP/74I0eOHKFz5840bdqUX375hSNHjtCpUyeaN2/OunXrWLduHeXKlaNLly74+/sXkDU3N5clS5awZ88e6tevT/v27Tl27Bi//vorgYGB9O3bV40AvZacnBx+/PFHTp8+Ta9evahfvz5xcXFs3LiR6tWrO1ZIyZevLj9O5Wft2rXExcVRrVo1unbtWmT58+fPs2rVKk6cOKEG6lSsWNGljM1mY9q0aRw8eJCYmBhatmzJqlWr2LNnDy1btiQ6OhpwKC1//PEHXl5edO7cudDE2DfD0qVLWbFiBdHR0XTr1s3FpUSn02EwGEhISGDRokV4eXnRrVs3SpQoUaCezMxM1q9fz+bNmxFCEBUVRZMmTVzyHDpJSUlhx44dbNu2DX9/f2JjY6lQoUKh8un1ehRFYc+ePSxZsoSgoCAef/zxW17f29muhQsXsmvXLurXr09MTEyhH7qTJ0+yZMkSTpw4QWhoKI0bN6ZWrVouCa6XL19OfHw8NWrUoG/fvhw5coTFixdjt9vp3r17gfvqZPPmzcTFxVGqVCm6dOmCTqfjxx9/JD09nV69ehEVFVVkGzZv3kxiYiLNmzenXr166vZt27YxYsQIMjMzGTduHM8++6xLf9i9ezejR48mOTkZPz+/AvXWrFmTadOmuQyqTSYTgwYN4ueff+a3337jiSeewGg0otVqadGiBZ9++imbNm3i5MmTRbZVIrmW5MuX6devHxmZGcyZO4eyZcvech3R0dFER0ezc9cuNEX4Srdp24a2bdowZ85cuhSxzOqCBQtYvnw5derU4fnnn78lJa4w9HrIy8vhm29+ZN78xdhtVmbMnI1QFJ5/7il8vI307PkYcXFrSDh4iA8OjqZO3To0a9aUjh1j8HA3otFouXIlnXKlSjD+889p2rSpWn+v3r3x8PQk4eBBLBaLqqimp6czbNgwfv75Z8cA1N0xANVqtdjtds5fOM+EL7+gTds2+Pv7k52dzcSJEzlz5gw9evTgkUceKbw9BgM6rZZOnToV+X6WXMP9NuneCpmZmSI2NlYAon///oWW6dy5swBEuXLlxIcffiji4uLEoUOHXKbc586dK1q2bCk0Go06HVe+fHnxzDPPiCNHjojDhw+r2ydPniyEEOLQoUOiX79+IiAgQN1XrVo1MWHCBGG5zhRLdna2aNu2rQDEf/7zH2G324UQQqxevVpotVoBiIULF7oc45yefemll8Trr78uAFGzZk2RlJQkhHBMNz/++OPC29tblSUkJEQ89thjIj4+XpjNZlG6dGkBiLfeektkZGSI2rVrC0D06dNHjBgxQvj6+gpAaLVa0aFDB7F7924XGY4dOyZ69+4tPD091XJ9+/YVffv2FYAIDQ0Ve/fuLbLdSUlJokSJEuq9Gjx4sPDy8hKAcHd3F927dxd//fWXWv7SpUuiVq1aAhDPPfeceP3114WPj48AhMFgEC+++GKBaSaTySQmTJggGjRo4DK1WqNGDfHhhx+KnJwctazZbFbLtW7dWgwcOFC9flWrVhULFy4U27ZtE9HR0QIQOp1OdOzYURw5cqTINgohxObNm0VQUJAAxMyZM4UQQqxatUr4+/sLPz8/8csvv6j9w3nt2rRpI8aOHSvCw8NVmTt16iR27dpVoO7HHntMlChRQuh0OqHX60VgYKCoVauW+OKLL1ym7jdv3iy6du2qXmNA1KtXT8yYMcOlTufz0aVLF/HBBx+IMmXKqOW7desmDhw4cN32CuFwmQkODhaAePPNN8WAAQPUvuzv7y9GjRol0tPT1fJ5eXniq6++EvXq1RPe3t5Cq9UKo9EoypQpIzp27Cg2b96sln3ppZfU/j5u3DgRERGhylerVi0xa9YsF1lycnLEu+++q/Z3QDz66KPi1VdfFUajUQBi2rRpRbYlLy9P9OnTR2g0GvHxxx+rz6cQQnz00UcCEE8//XQBtyEnycnJ4tSpUy73YvDgwaqLR/76nLz99ttqGzMyMtTt586dE61atRJubm5qX5JIbkRubq7o2rWrCK9USZw8mXjD8seOHROff/65uHDhQoF9n37yifAwuouNGzYW2neFEOKlF18U9evWFReTLhbYN2/ePPH666+L77//Xrz33ntiypQpt+zuZjabRe8+fcXSdVtFuhDiQpYQick5YtYfa8W0BXFi1h/xYuq8FWLO8k3iVKpZXMoR4my6VfyxbqeYvnC1mL5wlZg0c6GYuThenEwxizSrELuOnBTdevQWJ06cuGk5MjIyxIwZM8SMGTPE3Llz1e/vkSNHxG+//SZmzZolVq9eLSwWi8jIyBCjR48Wo0ePFt9++60YMWJEoa5NVqtVfPXll6JUyVJi2dKlt3RdHmb+tYpq69atxdatW118+ux2u5gzZ476cS5fvryoWbOmiIyMVD9qsbGxYvny5aJdu3aibNmy4rfffhPJycni8ccfF4CqKFSoUEEAws3NTUyZMqXIh7ooRTU+Pl64u7sLQCy9psN27NhRVVQnTZokwsPDRXR0tLh06ZLYuXOnqFOnjgBEWFiYqFmzpoiKihL+/v7qxy8uLk7069dPhIeHizFjxoj09HTRuHFjVUkMDQ0V1apVE1WqVBFubm4CECNGjBB5eXlCCCEsFosYNmyYAISHh4eIjIwUkZGRIiQkRPVNrFix4nWVmsuXL6s+px4eHiIsLExUr15dRERECJ1OJwDx0UcfqUrcpUuX1HZ5enqKUqVKicjISFGtWjXh5uYmFEUREyZMUF96FotFfP3116piFh4eLmrWrCkqV64sFEUROp1OjBw5UvU3zM3NFS1atFDvWenSpUVUVJQIDQ1Vr1uDBg1EhQoV1HMCYuzYsdd90ToVVUVRxIIFC8TJkydF3bp1hY+PT4EBiFNRdXNzE8HBwaJKlSoiKipKHTQMHDhQZGdnCyEcSkvTpk0FIIYOHSq2bt0qdu3aJT755BMBiCpVqqiDi0OHDqllw8LCRK1atdQ+HhgY6NK/nM+H0WgUwcHBomrVqqJ69eqq0j58+PAilTInCQkJIiQkRADC29tblCxZUkRFRYnw8HCh0WiEn5+fmJfPf2vevHkCEH5+fmLWrFliz549YsOGDWo/HzRokHpOp5Kn0+lEcHCwCA8Pd+nfrVq1Uj8YQggxffp09dkNDw8XNWrUEKVLl1afLUD8+uuvRbbl/Pnzon79+iIkJET8+eef6va0tDTRq1cvAYgJEyZc93pci7MNDRo0EBs3bhR79+5Vf6tXr1bv1ahRowr0rffee0/dV9Q7RSLJz66dO4W70ShGjBhxU+WHDR0mIqtVE2fOnCmw79KlS6Ju3bqibevWhRpgLl26JDp37iy+/PLLQut+++23xWeffSaEECI1NVUcPnz4jhXVs+kOX9M0qxCZ4u9fmtXhh3o23fHvFdvf+zLy7U/OFWL30ZPiie69bmh4uF0uXLggunTpInbs2CGEEOLEiRPi/PnzBcodPXpUVK9WTfxn4H9cBqmS6/OvdYIqX748DRo0cJmSS0lJ4dtvv+XMmTM8++yzLF++nJUrV7Jy5Uq++eYbSpYsyZIlS1i+fDlTp07lgw8+oGbNmmzbto0lS5YQERHBjBkzWLVqFUuXLqVv376EhYVx/vz5W/Y1URRF9UG7NvLPud1kMtG/f39+/fVXmjVrRl5eHj///DO7d++mbdu2LF68mLi4OOLi4pg5cybVq1dXV80YN24cH3/8MU2aNHHJV1euXDm+++471q5dy/Lly+nTpw8A8+fPJyUlBXAsGzdnzhw8PT355JNPWLFiBfHx8fz66680aNBAlflGEYvOVDtVqlRh6tSpxMfHs2zZMjp37gw4pouTk5MLHFeuXDl+/PFHVcYePXoghGDZsmVqtPTJkyf55ptvsFqtjBgxgpUrVxIXF8eKFSv44IMP0Ol0fP755+zdu7fAda1evTqzZs0iPj6e0aNHYzQa2bdvH1WqVFHr6dq1K+CYxjKbzTe8nxqNhpMnT/LOO++QkJDA6NGji5wa8/Hx4cMPP2TNmjXExcXx+uuvA7Bq1SqOHz8OONbdjoiIoF+/frzzzjs0aNBAnUorX748f/31F1u3bgUcLhKbNm2iQYMGLFiwgFWrVjF//nxiYmLw9fXlzJkzBWQICAhg/PjxxMfHs3LlSl5++WUAVq5cWWj5ooiOjmb+/PnEx8ezcOFCWrRowZUrV1ixYoX6TOTk5NClSxc++OADevfuTa1atWjWrBlPPPFEgXM675GnpyevvfYaa9asYdWqVbz77rsoisL69evZuXOnWu/vv/+O2WzmlVdeYdmyZaxZs4bly5fTq1cv4Mb99Pz581y+fBlPT0+X1XjOnDnD5s2bgdv3Ld+9ezePPfYYbdu2pV27dsTExPDEE0+wadMmateuzZNPPlnAD9XpenH69Gmys7Nv67ySh4fDhw8z7NVXGfjSS4waNeq6ZVNSUvj999+JX7sGNze3QleSCg4Opnu3buzYuZN169YBf+dAnjFjBq+99hq5ZnORie7z+6z7+/tTpUqVu+ZrnZMDGZl//3JyHP6niuL4Nzv7731ZWX/vdyKupp+7FyiKgtFoVNtaoUKFQl25HEuvZtIhJqZIVzZJQYqdj6q4yZQ6ZrNZzZ/qZPXq1Wzfvp2KFSvy3nvvufiA9e/fn7179zJhwgRmzpxJ3bp1ady4MaVLl+bzzz8nLy+Pdu3a0b59ewCCgoIYOXIkSUlJ1KhR457kP7Tb7eTk5HDq1Cn69OnDmTNnWLJkCV5eXrz++uvUr19fLRsTE0NiYiKDBg1i0aJFNGvWjJYtW1KzZk1ycnJUpaFdu3Y89thj6nF16tTh559/Jjc3V722O3fu5MyZM9StW5dnn31W/VCHhITw+OOPs2nTpltSzDt37ky7du0Ax4swMjKS+fPnq/cof3sBOnbsqF5nQPUvPHXqFCaTCX9/fxYvXsyRI0do2LAhb7zxhouSMWzYMDZu3MiKFSuYPXs2DRs2dLk/9evXp1mzZgBUrVoVvV5PXl4e3bp1Izw8HED1HcrLy7thW50+SxMnTuT48eNER0fTr1+/IsvXq1ePp59+Wn2p16pVC61WqypNTrl++OEHx0osdjvnzp1T739qairgeDleuXKFZcuWAdC1a1caNmwIOPrnxx9/jMlkonr16gVkaNasGX379lWVuBo1agBw9uxZtf7r4bwmvXv3VgcvQUFBhIeHEx8fT2JiIlarFYPBQK9evejduzdarZbMzEySkpJISEhg3rx5gOND6KzP2QcjIyN58cUX1YFms2bN0Ol0WCwWNX3T8ePH2bdvH35+fvTr10+9d0FBQfTv35958+YVWGXnWvbv38/5899DAb0AACAASURBVOepVKmSy4fbarWSe72kjDeBxWIpMBArXbo0zz33HP369XPxS3fi9Pnds2cP58+fp3Llynckg+Tfy+FDhxg4cCB/bt5M02bNmDhxYpGDao1Gw+7du1m5YgWZWVk0bNiwyAHc0FdfJT09nUH/+Q+Tvv+eWrVq8X//93/s2rUTBYXPP/9cfdauxWazYbFYyM7O5vDhw5w9e5ZOnTr94/mB/+kskEIILBYLGRkZZGdnEx8fT5kyZdT4FoCvvvySyZMn8+G4scR0vPUVrR5mip2i6uRG1rzCHLh37txJZmYmlStXLjT4ISwsTD22RIkSREREkJqaqlqufH19XcpHREQU+rG5U5xt27dvHwsWLCA0NJRatWoxbdo0NRClsCCfUqVKqfIHBQURFRWFXq93UbSKypbgXLYOUC1Wvr6+BdYfdo4Cb3bAkP8YJ85jdTpdofcxf3BNfvJbobds2YLVaiU4OLhAmzw8PChfvjyAGoSU/zz5R/0Wi0Ud0FyrqMDfQUfXQ6PRIITg6NGjgMPKsXjxYp555plCy3t6erq8uJ0R4fmtf1qtlrS0NBYtWsT8+fO5ePEimZmZnD17lsyrS68YDAZSUlLYs2cPUPA616xZs0iZPT09Xdrl7CO3av3If8781or89eh0OhISEpg1axYbNmwgOzub5ORkLl68qO6/9hq7ublGHufvb85rd/jwYY4fP06JEiUK9AEfH5+bykhw+vRpLBYLer3e5Z0RHBxM1apVSUpKum2FNTIyksGDB+Pm5kZ8fDwzZszAYDDQu3dv6tatW+gxThnOnDnDlStXbuu8/zbsdjvJyclkZ2cX+7yTQgi0Wi2BgYFqBpvbISEhgf+89BKbNm/GZrPx4dixN32sRtFgNpmLHIC7u7sz5sMPSU1NZeXKlTRq1Ig33niDixcv4OHuQbPmzYusu0ePHkybNo3+/fvj6+tLjx49HorsFQEBATz99NNMmzaNb7/9lkqVKrkYCCwWC6tXr+a///0vTz311H2UtHhSrBRVo9GoKoZFPWTOj36NGjUKPCBORbOohNrO0WivXr3UlX80Go2q1F57TqeSczspeux2OzabzUX5cuJ8GZcoUYJGjRpRpUoVwPECMRgM2Gy2QhVF5wc1JiaGHj16FCrXtVMfhV1H59Kcdyvx+LX13EjJLap8/o+U04JqtVoLfRE6p03r1q2rLrvnxLlSmHPlsvzbb1bG/DiPa9myJU2aNOHzzz/np59+onPnzi6W3vzlbTabqpTkb5+zjZmZmbz11ltMnTqV0NBQ2rRpQ/369dHr9bzzzjskJSVht9sxGAxqv772Xubm5qLRaAqNwLfZbC4zDoXJcDPkv1fimlW6nGzdupUBAwZw5MgRoqOjadOmDXXr1mXdunVMnDix0D7ovEb5/38t/v7+eHt7q/czP9fe26Io6j0SFhZGkyZNWLduXaFJ/Z3YbDby8vIKXSikVKlS9O/fH4PBQJcuXXB3d2fSpEmMHDmSKVOmFDo1mL9embrGwY4d2/noozFoNFb0eu0/bi27W4irqxNeuZJF48YteOed927b0njlyhVMublUrVoVrVZ7U1Pa6rdGOFIz6rRFf/51Oh0f/+9/pKWl4ebmVqQb07VERUXx9NNPs3v3biIiItQZnttBURQUHFP7dzI+UTSg3GNl2WAw8Nhjj+Ht7c3ly5dp0qSJS+YFrVbL/z75RGbyuE2KlaKq0+moU6cOWq1WnVYoXbq0uv/kyZMkJibi4eGhTmXmp127dkyePJnExERWrVpFz5491X2nT59WVxbKP6Xu4+ND+/btWbduHQkJCaSlpampnKZNm8bOnTt54oknbnldeYPBgIeHB2az2WWVmsTERNVfr2TJkqqSCo7pzwYNGrBp0ybi4uLUKWNA9QsEqF279m2N1p0f9kaNGuHu7s7p06c5dOiQOjJMTk5m48aNwP1b6tH58e7UqROzZs3iwIEDbNy4kUcffVQts3XrVtW/0Ln9Xn70nR+Jfv360a9fP44ePcqcOXNYuHDhLecLdSp4a9asYcqUKXh6ejJ79myio6PVqf4xY8YAjoFSWFgYrVq1Yv/+/Rw4cACz2YzRaMRqtTJx4kTOnj1Lz549adSo0d1t9E3gdImYPHkyBw4coHv37kyePFkd+Dktw7cyKMhP9erViYqKYufOnezbt0/tpzabjVWrVhVY/akwnOnVrlUMdTodjRo1wsfHhzlz5tCiRQs6d+7sooCfO3eOH374gYsXL9KzZ09atmzpUrfFYsFkMmEwGAgICGDkyJEkJCSwfPlypkyZwjvvvFNAHmdfKlmyZJEzCw8bBw4cRKPJ4M03X0RRLDhi5IojAo3Ghx07trN06RZMJtNtrewEjgH4nDlzVGPHrWC32/Hw8MDPv+CsYn78/f0LTVt4I6pXr16ou9HN4vQldTMYcAfsxjtTVI1aMCpCXU79XtK6detCt2s0GunGcwcUK0UVHNOZFStWZMuWLQwePJgmTZpgNBoxm83Ex8eTkJBAw4YNC82bWLt2bTp16sTEiRMZNmwYBw4cICgoiLy8PNasWUN8fDzVqlWjdu3a6jFarZa2bdvy3XffsWjRIl577TXq1avHxYsXmTZtGidPnsRoNLooStdS2IukXLly1KpVi/j4eKZMmcL58+ex2WwsW7ZMDQC6dpnNsmXL8vjjj/Pnn38yevRo1bfObreza9cupk2bRmBgoOp/eSMZrt3vVBhq1KhBw4YNWbt2LcOGDaNt27a4u7uzZs0a1a/wZl6OtztNd+1x+f/vlLFp06a0atWK+fPn89///pc+ffrg4+NDdnY28+fP5/jx47Ro0UL1n7x2+v92Zbke3t7eGAwGnnrqKZYtW8ZPP/1ETEyMajm7lbqysrLUKemAgAAURcFkMjFnzhwuXLigltPr9cTExPDTTz8xc+ZMvLy8iIiIIDExkZ9++omUlBRKly6tKqp3a+r0ZvqTE6fC6OXlpSqp58+fV31rtVptgYHPzcgZFhZG8+bN2bx5M2PHjuXo0aMEBwdz+PBhfvrpJywWyw0HVA0bNqRs2bKYTKYCU/ytW7dmwIABjB8/nv/+97+sWbOGsmXLotPpMJvNrF+/niVLlqDT6YiKiiqgqF5LiRIlGD58ONu3b2fKlCl0797dZSAKjgAxRVFo2rSp6r7ysKPRaKhQoRT169cE8oDiamkWgC9CZLJ+/bE7Wk7baDQWmkv534BOpyPXbOK7r79g1bKKWKx3dr/1Wh0XL57nUtKFAq5skuJBsVNUo6KiGD58OB988AHz589n/vz5LvsjIiJ4++23C10xQ6/XM2zYMJKSkpg/fz6jR4922V+zZk0+/fTTAkn8a9asqZ5zypQpTJkyRd3XokUL+vfvX+QHUQiByWQC/g7M0Wq1lCxZklatWqmR7c5VlerVq6dmErBYLAUUrKeffpozZ84wadIkvvzyS5dzlSpVijFjxhT4YF4rQ36cynB2drY62gwICGDgwIHs2rVLzYoADpeAyMhIEhISinQ/cGK328nKygIKTuU7ZcjNzVXPabfb1e3XBgQ4/58/sMnPz493332XtLQ01q5dy7vvvutyTNOmTRk/frw6/SKEICcnp8A1cAbNWK1Wl4FB/utyvXbmD7px1t+6dWu6du3K9OnTmT59OsOGDUOr1brcg/x1OgOEzGazet62bdsSExPD8uXLef7551V/yYSEBPz8/EhKSuLChQsIIWjWrBmDBw9mwoQJLutWK4pCt27d6Natm7rNKaOzb13bXrPZfEOXD7vdrrpWXDv177y2JpMJm82GwWCgf//+xMXFMX/+fHJzc3F3d+fo0aOcPXsWo9FIRkYGKSkpVKxY0eX4/PI5gzTyn1NRFPr168fy5cvZt28fBw4cAP52ETp69KhLHyuMkJAQAgMDuXjxotpfnXh6ejJs2DCsVis//PADEyZMKHB8UFAQQ4YMUbNnAC79+Npzx8TE0KVLF2bPns3IkSP57rvvXPzl09PTEUIQFBQkP6pXURSFvDwLQmSiKHkUZ4sqaMjOzrkarV68/W3vFTqdjkGDBrJ7t8P3/k59XIUQeJQtSfvWLa7rbiN5cCl2iqper+fZZ5+lcuXKarqjs2fPUrZsWWJiYoiJiaFx48ZFHl+xYkW++uorOnXqxNq1a9myZQtlypShTZs2xMbGFjplYTAYeOmll6hUqRKzZs1i8+bN+Pj40KtXL7p3715kBCQ4XkalS5cmLCyM0NBQ9eWk0Wh47rnn0Ol0TJ8+HYvFQq9evXjqqaf46KOPWLRokRrclZ+goCDef/99mjdvzp9//smOHTvw8PCgUaNGtG3bttC2azQaypYtS1JSUoGVpPz9/SlZsiQVKlRw8WXs1asXJUqU4Ouvv2bLli00adKEwYMHs2PHDoYMGaLWWxRarZaKFStisVgIDAx02RccHEzJkiUpV66c6qep1WopX748KSkpBQLFAgMDCQsLo3z58i4BL3Xr1uWHH35g5cqVbNiwgW3btuHr60ufPn3o1KkTVatWdbkGZcqUITEx0eW6enh4ULlyZXJzc12m4YKDgwkODqZcuXLXbae7uzvh4eGkpaWpU7Xu7u48//zz7N+/n5UrV/LMM88QEhJCyZIlCQ4OplSpUi4fKS8vL8LDw9Hr9S4ZFv73v/9Ru3Ztfv75ZxITE9WVi65cucIHH3xASkoKmZmZ+Pj48MYbb1CjRg1mzZrF7t27KVmyJE8++SRPPPGEy6CtdOnSBAcHF3hh+/r6Ur58efz8/Ar1t8yPwWAgIiKCtLQ0l2AqRVEICwsjLCzMxSWnZcuWTJs2jR9//JElS5YQHh5O+/bt6dSpEz///DPr1q3j7NmzREdHExYWRokSJShbtqzLdXd3d6dSpUpYrVYXt5YaNWowe/ZsfvjhB+bNm0fp0qV55ZVXCAwMpHfv3ly6dOm6VtXQ0FBKlixJQkICBw8eLBDkVKpUKcaOHUvr1q1Zt24d69ev5+LFi9SrV4/o6GiaNm1KkyZNXALxQkJCCm0DOILEXn75ZY4dO8aePXs4ePCgukpORkYGCQkJKIpyw373cKJc/RVnirv8/wzt28fQvn3M/RZD8oCgiDuZf7jPCCFISkrCZDLh6el5y8s/ms1mUlJS8PDwuGlfnJycHFJSUtDr9YUqkoXJePnyZbKysor0+XHmYXUqMCkpKaov7LVKXn6SkpLYuHGj6npQlF+q3W7n8uXLZGdnExAQ4GLByczMJDk5GaPRSEhICFqtlv3795OUlESFChUoXbo0WVlZqhyffPIJb7zxBu3bt2fatGlFLqFqt9tJSkoiJyeH4OBgF3+79PR0UlNTcXd3Jzg4WPVlLKp8ZmYmly9fxt3dXZXxWrKzs0lNTb3ufbl06VKB+2A2m7l8+TJCCEJCQlQr1pUrV0hJScHLy4uQkJAirR95eXlcunQJm81GcHCwS87NixcvkpOTQ+nSpdUI/StXruDj40NQUJBap8lk4vLlyyiKQkhIiEsQnBCCM2fOoNPpCA4OVgcTp0+fxs3NjcDAQBflPTMzk7S0NPXaXktycjLp6en4+fm59C1nJL7zPIXlWHRitVpJSkrCYrEQHBzs0u9SU1O5cuUK3t7eLm0EVMupr6+vGmSWkZFBWloafn5++Pr6cuXKFVJTU/Hy8iIoKEhV1nJzc7l06RJ2u53Q0FCMRiNnzpwhISGB0NBQdbDh4eGBm5sbGzdupEOHDvj4+LBgwQJ1idzCGD9+PMOHD6d79+5MmzatSEumzWYjOTlZTZF2bRYQJ2lpaaSlpRVoQ36SkpIwm80EBgaqA6TNmzfTuXNn/P39mT17NnXq1ClS5oeJqVOnsmvXH3zxxbB/gUXVhw0btjBp0hq++27qbfuoSiQPE8XOopofpwXndjEajWpKp5vFw8PjlhKAO5WP6ynR17opBAYGXldBdfLnn3/Sr18/fH19iYuLKzSADBzWRGck/7V4e3sXSGs0b948Ro0aRalSpRg6dChlypQhNzeXxMREfvvtNwAaN25caER7/nMWNc3i6+tb4CN/vfKFyXgtnp6eNwwgK+w+GI1GypQpU6Csn59foSnMrsVgMLhYD/Nzbd8s6r66u7sXuTa3oiiF7iuq/I2uVVBQUKGpzW7m+jnR6XRFPjcBAQFF9gsfH58CAULXbivquru5uRW4T/v376dnz55YLBYGDRpEo0aN1NylixcvJisri0ceeeSGKeTatGlDaGgoCQkJnDlzpsjyWq22yOcoPzcThFJYPUeOHCElJYVOnTpRrVq1G55HIgHHYi07d+6kWbNmxMQ4rJCXLl1i1qxZZGRkEBQURLdu3dR33/Lly9m2bRvR0dFFJu6XSB4kirWi+rCTl5eH2WxGq9XetVRS4Jj2X7NmDevXr1dXTcpPkyZN6Nat232L/JdIwOGH/Oyzz/LNN9+4+OY6KVmyJP3797/hgKNq1arExsYyZcoUZsyYwciRI/9x/8Hz588zefJkfHx86NSpk/RPldwQu93OnDlz2L59O4GBgaxcuRI3NzcaNmzI9OnTMZvNuLu7o9fr0Wq1CCGYOXMmBw8e5OLFi+zevZs2bdoUmr5OInmQkIpqMebRRx9l5cqV6PX6u7rwQNWqVfnmm29YsWIFcXFxbN++HYPBQJ06dWjevDmxsbGFZlWQSP5JfH19ee+996hXrx5r165lzZo1mEwmIiIiaNGiBa1bt1bzIV8PZ8DXmjVr2L17N0lJSXc0U3M77N27l8TERDp06OCyKpvkRihAYTMBCo7sALmAHsenLr/LgOXqPnF1n3u+46yA6R7Je/ew2+2sWLGCDh060KNHD86dO0dqairjxo1T+7TRaERRFNXCv3PnTkJDQxk6dCjp6enS2CApFhRrH1XJvSc1NZWUlBS0Wi1+fn7Xne6XSO4X2dnZJCUlYbPZ8Pb2JiQk5JaCkaxWK2fPnkVRFNUH9p8kLS2N5ORk/Pz8ivT7flgp2kfVC7Bx/PgBMjIyyM3Nvbrqmw6NoqDT6wkKCuBS0iXMuXnodDo1Y0VwcBAVKzoG9zmmLE6dPIXdbr+67K+e8PDKVy2NdzMV1t31UbVarQwZMoRHHnmEXr16qdubNWuGn58fQUFBZGVlUaJECV5//XXKli1LRkYG3377LadOneKVV16hatWqMvuA5IFHWlQl1+V6PocSyYOCp6fnHa36otPp7mve0ttNrv7wIXBYPd05duwgWzZvYvbsmfj7BxBVszabNm7AlJONTqvF19+PwYNfZ8f27SxcNAetVo/BYKBWrTq0bPkIFStWBdxIPL6P114bjsCh/PXo3oNKlSIBDWDjQY7UN5vN6oDs8OHDXLlyhSeeeAKLxcKLL76oLo3t7u6uLvPcs2dP9u3bx3vvvcf06dOlm4nkgUcqqhKJRCIpJjim+g8f3sfHH7/PubPn6d6jFw0bNiYysi4Nohuzfdtmlq9YQnLyZbRad57s+zLpGcmsXbsWTw9fXnhhKGXLlgEcK6OVLVuRFi0eZe3aeLp26UKfJ5/HYNDhsKa687eiKvh7wQEjf7sXWHC4F2iu7rfyTyi3Wq2WHj16sGzZMlasWIGHhwd9+vThlVde4YcffmD06NFYrVZCQkIYMGAAoaGh/PLLL+zYsYMmTZrQtWtX6Z8qKRZIRVUikUgkxQQNVqud7ds2ce7sef4zaBCPP94fh+XTTIsWsTRq1BqbXbB61RLy8rIJCCjJyy+/QWZmBseOHCUv14RD6RSABS/vUKpWrY7dbueFFwdjNHoAVqxWQVraJUwmE4qi4OHhSWCgP0LYSE1NxmYTuLnp8fX15sqVK+TmWvDz88DNTc8/kUJLURRiYmIwGAxqDmBnHu2ePXuybNkysrKy8PPzw2AwoCgKL7zwAjVq1KBEiRJ06NBB5uqVFAukoiqRSCSSBx6HK6U7R47s5I8/FiMERFarjsN6mYVDOUzFzS2QJo2bkpp8Di8vTyANP79gGjduzv79B/j1tym8++4YnEFUly+fYObMX3j8iW4YjUHAFTIy8pg162e2bFlHYFAJhN2O2ZRJl679qFw5nAmfjyYtPRN//wBatnyUFStWkJZ6hf++8l+aNm13VZ7rc7eUxFatWtGqVSuXbYGBgfTr169A2aioKBkIKyl2yOGURCKRSIoJWjIzM0lNSaFatWr4+vniiNDPb8FMoUHDaN5+9yMiI6vgmOI30aJFByIiIti+bSt79+4C3LBac1kVFwcCKlasBOQA3mzZso45c2YSGBjEiy+8TZPGrTl+/BhTp37LpUtnqVa9DgLBvn17+fmnnwgNCaV6VNTVHMa267ZACIFGo7nu0r4SieRvpEVVIpFIJMUEh0JqR9A+pjNhYVHA5QJl3Nzcrk7B5+LwGQUPD3d8fX3JzslhddxSatVqidl8knm/z6V2ndpER7fCoagayMrKwNPTSJ8+z1G5clMC/PVs3rKKQ4cO4OMTxAsvjsFofJ+pU3+ia9fHebLvi2g0WjQaMzdKbeXp6cnx48d5/fXX8fT0LFRhFUJgt9vp2bOnusSuRPKwIhVViUQikRQrhBCYTNk4FFEFV4uqgiPAyXL1bw1gQa830LZtR/bs3kV6RhZWq4nU1FRKlylFbGxnNBorjuCoLBo3bkGJEqGULl2agweXEr9mIWlpqRgMbuh0GjSKDbvdkRGgTdv2GAweOCy3N/ZNtdvtGI1Gypcvj6enJ4VliHQqqteu5AaOhV7Onj2L2WyWqaX+xWi1WsqVK+eypPbDilRUJRKJRFJs0Gg0aBQNixbOIzq6DuXKVcNhCXUicETlu13dbgFsKIqO6tVr4evnw959u9m1K44d23eQmZlF7Tp1cVhe7YBCQEAIf/65gXnzficp6SIKOjIy0wHlqmJpQQiBEILc3Bz+jva/MTk5OZQvX54RI0bcVvvT0tKYMGECJ06ckErMvxRnPujRo0dTrly5+y3OfUcqqhKJRCIpJiggBBqtlgvnL2A25wEegBmHb6gO8CAp6QwnThwhonIEQYEhOBRJC4oCVatUZ/WaVayNX8OpU2eICI/AbhdotU7Lpjd//vkHkyZ9haKBtq3b89TTb7FgwfcsWTL3ahmDGgyl0RS2upOzroIWT3d3d06dOsWECRPw8vIqcupfCEHz5s2JjIx02efv78/gwYNdcqhK/l0IIdBqtf/4CnkPKlJRlUgkEkkxIY9SpcpTp3Ytdu3azYYN66hQofrVqXcL4E5KykW++vIz9u7ZwTvvfkhQ4wo4FFUzfn4hdOnajU2b1rNyZRx+/v7838iRaLXuOKyvDleBrMwsbDYrXWIf47//HYFWWxK9XkFRFPR6A6BTp911Oj1gALJxKKgaHNZcpwtC/ryqAp1OR05ODgcPHsTDw6PQVgohsNlsVK9evcA+g8FApUqV7tL1lEgefKSiKpFIJJIHHiFAUUyULFWO4cPfZdxHo/jt1185dfIkTZo2o0HDFixd8hPbtmzmyLHDdOjQiYjKkfytgDpyp+q0OnR6AzmmXDp06IC/fxgOX1f1TKAoKApkZeVw8MAOtmz+k/h18SiKlsTEv1gdt5QNm9YBMG3aVAYOHEJAgA8O1wEtaWnJaDRaPD3d0ek05LewZmVlERERwbfffotWW5g1ViKR5Ec7atSoUfdbCIlEIpFICmPv3r1cuHCEmJjGKIodyMPTK4S6dWtx+nQiBw8c4MyZ0xw+fIAN69cREhrM8NfeoX37jvj4eONwC1Cu/mx4eQXg5qbl4sXzPP30M4SEVOBvZRbAwOVLZ0k8cZwLFy5w6NB+vLw8CY8IJzU1lbOnT7F7zy6sNht+fn6cPn0Ko1FDVFRdhNDy118H+fXX6fz++xx8fHwpX746DosugBunT59j+/YTdOjQGYPB8E9fTomk2CEtqhKJRCIpZmQQElKC//u/UZjNZiwWK3l5ubgZ3PD28cZoDMShHJpw9RO1YnQ30KNHT9q1a3d1QYCMa8pk0aBhfaJqRGKz2bFY8ggMDESv19OzZy/ycvPQG/72UbXZbGg0DottWtolZs2axlNPvcSBA3txWFgLz6taWLS/RCIpiFRUJRKJRFIMycXd3Qd3d79rttv4e2Woa4OZHH6jiqLFzy8UhzJ7bTCTHYPBiMHgnW+bFRAEBJQoQhYbYMNo9CAysjrx8St49NGWRERUxzUjgUQiuVWkoiqRSCSSYkrejYsUio3rryBV1P7rrzrl4eFJ165PsGHDRlauXEF6eib16zfkRosASO4dixYuZO7cuYBCs+bNePbZZ6XLRTFDKqoPKXa7nYsXL5KamgpwR4mjhRAoikJoaChBQUF3S0SJRCIpRujIyEhh6tSfad36cRISjnLu3Cnq15crS91Pjh8/zqq4OC5dTiYlNYW+fftKRbWYIRXVh5TEEycYPmQI9qwsvN3dsd+uv5QQKBoNqRkZlKtWja+/+w69Xn93hZVIJA8tdrsdvV6PovjhiM5/UH079fj46HBz07Jo0VQefbQ1jRrFAFrAF4fcvnh7ewFC+qj+Q7z40ku0bNWKbt26oSiKzD1bDJGK6kPK+QsXIDOTsS+/TLCvL/a825xCEwKNpyeHEhL4YvFicnJy8PX1vbvCSiSShxa9Xs/Gjbv54IPP0WoFD+qqoc6ZJZ3Ol9xcPevWHSc+/nvsdguKolzdb+TIkSNkZGjQ6f7dn98zZ87wx+I/MOeaqVCxAg3qN2DpsqVcOH+e8IgIunTpgqen5z2Xw9PTk4iIiCJz1koefP7dT4qkSBRFwcfbm7IhIfj4+sIdKKp4eZGZklLkutUSiURyuzRr1ozk5JfIyEhHUR7cT5ZTgVYUA97eWiwWC0JYVLcqRXEos5UqhdKtW22MRuN9lPbec/jwYUaNGkl6ejoBgYFUCY/A29eXtLRUPvnkE/46fJh33nkH/T8wDZ+Xl4fNZrsjFzfJ/ePBfeol9xRFUbDZU7Do5AAAIABJREFU7eSZTKDXg8VyexUJARoNJpMJ+1WLgkQikdwtypcvz9ChQ++3GJJbpHbt2vw8dSqff/45q1evJiI8nE8+/QStVkuXLl1YtHgxQ199FT/pLyq5AdJZ42FHUf7+aTSg1f79y7/vBj+poEokkuKC1Q7HzsHBk5CcDnnW+y3Rv4/g4GA6dOhA2bJlCQ4O5rPx46lSpQplypShTJkyaLVa+d2Q3BTSoipxIIRDOXV3dyifdjvk5Dj+lS8TiUTyLyLPAsfPCVbuEGSZFEoFQ9kQ8PcGP0/w81II8AE/L/Byl6/AO8FsNuPh4UFwcLD6/9zc3FtWUs+ePcvChQvJyMgo1L9XCIHVaqVFixY0bSozLfybkIrqTWC327FYLLi5ud1vUe4dRiPnTpxg6dKlCEXBy8ODLo89hpev7+27BdxDhBBYLBZ0Op2M4pRIJLeEuwFa1VUI9IVf18CKXWDXKNgt4KYRBPkKgnwh0FchyA+83SHQC0L8IMBHEOSn4Gl01KPV3u/WPNgoioLVasVkMrlsu1WsVitXrlwhPT39uoqq2Wy+I3klDx5SUb0JLly4wJjRo6keFcXzzz+Pu7v7/Rbp7qPXk5yayoply0jPyMDNzUirdu3wCgpyBFo9YCYFk8nEuHHjsNvtDBs2jMDAwPstkkQiKSYoCuh1UL+KQtWysGa3YPoqwcnLCmarwtkUOJcKKKBoQNgBm8DfS8HbE7y8oEqYYEAnhSCZ5OS66HQ6dDqd+t3U6/Xo9Xp0Ot0t5TMtX74877zzzm3J8P/snXd4FFUXh9+7LZtsKukJaZQQAiT0JihdqRZEEURRREAFxYripyig2CiCFBFQUHoRpIMg0ou0BEIooYWQTsom2Trz/bHJSiiKdHHe58kDmbkzc7dk57fnnvM7utKWt1qtVvFQ/ReihKKugT179jDj++8Z+t57rFm95k5P59ZQVER0TAxfTJ1K3Xr1sEulFZJ3aRX/0eSjzJkzhy8+/5wfZvxwp6ejoKDwL8XdFbo0FYx7SdCtGeg1MrId7FawW8BmcvwryYLcIkjNE6RlycRGCtzvwZjFzSQ/P5+MjAyKioo4cfw4sixz9uxZcnJyyM/P58yZM7dlHidPnsRoNJKZmcn58+dvyzUVbh6KUP0bjEYjUyZNxm6zUVRcTH5+3p2e0q1BknA1GIiKjcXHxwe7/aJWgWq1wxlAo3H8q9WWea0496s1mtuaGP/DD99z+vRpR4etjPTbdl0FBYV7D7sEspCJCnZETa/0USbLgAr8DTLvPinoch/oleDcVcnNzaV/v36sWbOG7OxsxowZS35+PjOmz2D//v0cOXKEPs/3ISEhAYDCwkImT57M1KlTSUtLu2nz2LdvH8/0eoazZ86yY/t2BvTrT3Jy8k07v8KtR1n6/xsWLVpEfn4+HTt0ZN2v61m9ejXtO3QgICAAcOTF2O32cjkz1tKcTq1Wi81mQ6PROP1Fy8ScLMtIkoT6bklwEgLsdjAasdlsCCEo+6y22+2OearVyHY7dpsNNaWPRZJAkhzWVFc5tSRJyLLsfKx2ux2VSuV8Li7db7PZnBWhZc/fxWzatIl9+/bTuWMntmzdwpYtWzh06BA1atRwjrn0OJvN5uxwI0mSs0OJJEnlclyvdD0FBYV7D1mGs5mw77jMweOQeBpS0gBRutR/MQLUGgjwlBncVdCizp2Y8b+LCxcuUKVqVYYOHYokSURHR6PX62nRsgVanRaVSoXVasVoNJKdnc20adMoKSnh559/xsPDg+7du9+0ebRt15YuD3dx3q+NRuNNObfC7UG5I/8NPy9ZgqeXJy+/8gp79+/j559/plevZ+jQsQPgEDaff/YZmzb9joenByqVClmWue+++xg8eDDz5s1jwYIF2O12nujWjYfat+e7775j65YtuLq6YjaZCQ8P59XBr+Hh4YHBYMDDw+OWP66yTil/Mwj0erasXs3GDRswGovQaDX4+/vzSLduVI6NBYuFratX88P8+eT5++Pu7l7uFMuXL+fHmTMZMuRdatd1fLov/XkpM2fOREZGpVJhMBh45ZVXaNy4MQArVqzgu6lTMZvNtO/Qgddee61ctPbXX38lKyuLDz74gNwLuWzduo01a9aUE6qzZ8/mx1k/YnA3oFKpUKvUVKlShaFD32PPH38wefJkcnNzadWqFc8//zyrVq1i/rz5GNwNlJSU4OXpyYCXXqJq1aqo1WoqVKhwk555BQWFO4XVDtl58MdR2JUkczQVTqUL5NI7oUoHshWEkLHLIBAOkaqFIE+ZV7tCS0WkXhOVK1dm+PDhl21/6KGHeOihh8ptS0hIYMeOHXzzzTd0794dT0/PmzaPVq1a0apVq5t2PoXbj7L0/xdkpGegVqno0aMnzZo346mnnsJmtzFhwgQyMjIAUKvVNGrUiCNJSSxbupQlS5bQtm1bOnbsCECjRo1ISkrCZDKRk51Dh/Yd+GjYMCRJonbt2qxbt47J307h8ccfp3///mzatOm655uTk8PmzZvZvHkzW7ZsueLPpk2bSEhIwGg0otVqr3ouWZZRazTg5YVPQAAHDhwk+egRfCpUoE3nzgT4+YHJBEIQGR2NTqMhIyODjMxM5znWrFlD//79Ca0YRlSlSs7ttWrVQpZkVqxYybJly3BxcSEuLs65v1mzZqSnp5OYmEiTJk3KidSS4hJyc3Lo1u1xmjRtwrPPPotQCaZ+O5UDB/Y7x9WvX58io5EVy1ewdOlSKlWKomfPnrjo9dSuXZv8/HxSU1NxNxh4umdP+r7Ql1MnT9GwfgO2b9/OvHnzebpnT3r16sXcuXOv+zVRUFC4s5gtcCodVu6ED6bLvDJOYtQcWLNPcDJHOMI1MgibTKi3TOu6MjWjQK0SzkhqoKfMoMccTgEKN5/Y2FjeeecdXn75Zfbs2YOfn9+dnpLCXYQSUf0L5s6dw+bft/Dm22/j6upKcFAwAsGpU6ecY1QqFW3atmXpL8vo3bs3hw8fRqvRUqVKFcAhHqtUqsSnn33G/v372bd/Hw89+BBTvp1CaGgogYGBDBkyBJPJxKhRowgNDb3u+Z48eZJJkyaVW1a/FKvVSqVKlahTpw4uLi5XjKrKsoxOp8NiMrF7+XLm//AD8bXjeW7gK4QHBSO0WjCbHbZVNhuhVavy5vvvc1/fvnR78kmWLV5M0pEjPN+7N72efZZPP/203HyqRlflu2nf8fbbbzF7zhxsNhvFxcXOXswFBQX4VKjAp6NGOaOsZWzdupV58+YxatRnuLq6UjE01PmaXGxLEhsby/wF8xnw0kusXLUKSZKIqhSFRqMhPz8fd4OBESNGEBISwltvv03VqlWYNWsWderWIb5Obfq92I9z51KZNn06tWvXvu7XREFB4fZjszvE6bFUmV1HBHuOyeTkC6x2gVotkEur+a0mmUpBgqgQmYYxgiaxgHAIWqEGtYAAD5lXuwpa173Tj+repbi4GIPBwMyZM3nnnXcAePrpp+/wrBTuFhShehVSUlJYtmwZLVu1JDIqCoDGjRtRo2ZNTp8+zcqVK3nuueec4+vUqUO//v15bdAgRowYQafOnQgICGDqt9+SfOwYvr6+FBYW4ubmxquvveoUpC/07cu8+fNJS0ujWrVqN1SQVKdOHaZOnfqXY8pE6I4dOyguLr7i9cpya78ZN44io5E6DRvyUPv2BERFQVGR46esK5Usg82GUKmIjY2lGHj+uedIO3+eZ559lhEjR17xGv4B/gwaNIgVy1cwe/YcOnfuzOOPPw7ATz/+yNbNWwgZM6bcMTk5Ofw0+ydiY2Np0KABAFWqVqV161asW7+OX5Ytp3btOk6/29CKFXnzzTdZtWoVEyZM4JFHH6Vp06YsXbqUTb9t4pWBAzGZTKjVap57/nnqlKYmtGnThkcefYSxY8dSpUoVfHx8/vFroaCgcPtJOQ8HTsgcPgn7jsOZrFJ7qdKce5UK7DYI9ZWJqyyIjYB60RAVLNCUlgtsPgBH00BoHIVTr3ZFEam3mLS0NPr06UPLli3x8fEhPj7+Tk9J4S5CEapX4fDhw+zYvp3mDzzAR8OGYTabnV5s+fn5zJo5i65du5bLpencqROzf/qRI0eSMRqNeHt7I0kyTz75JP7+/uj1emRZZvq0acTViiMwKJB5c+byxx9/EBwcjMlkuiGPVrVajcFguKaxZUVFV9tnsVjYvWsXPhV86d+4MQHVq0N2NthsV/RULcjPJz4ujjrNm/PCc8/h7u7OkHff/ctisapVq/JM72cZO2YsM6bP4KEHHyInJ4dZs37k2d7PEhkZWW58VlYW69etIyg4mMlTJlNSUoJer8dqtaISambNmkXv3r2pUrWK85h69erR46mn+HH2bAqNhdhsNvLz83mw/UPExcWRmJiIwc2NRQsX0rp1a2rXrs2WzZtZ/ssvaDQaioqKrun5VFBQuP2YrZB1AXYly+w7DsdT4WQ6yCpH5b5KC5IdtCrwcpVpECOIrywTEw5VQkCnLf9ZZrPD+r0SVlmFv4fMq49CG2W5/5YTFhbG4MGDOXv2LB07dixXb6CgoAjVK2Cz2UhKSqJr1648/cwzWK1WZFlGo9HQsWNHhg0bxs5dO5k+fTqvvfaa87iwsDBiqsWwc8dOZsyYQdP7mrJ58+9MGP8NOp2Orl27snPHTmb+8D1Wm5WmTe9j+LCPKTaXUD0m5oYdALKzs0lISHBU7F8lMitJEgaDgcLCwqvmqJpMJgwGA889/zw/zprFyA8/ZOBbb1GnQQM0knRFb1W1Wk1Obi6Jhw7h6eGJWqPm0OHDNG3S5Krzdffw4OEuXZgzezYbN25k48aNZGZmUFhYQI+ePXG7RHQnJiZSt149nnvuOadAVavVuLi44OnlxbJlyxg7diwTvpngPMZgMNCgQQNmz57N9zO+x9fHjyWLFtOzZ0+8vb2pX78+b7z5Jv97/3369e3Lc336MOarMZw+c5qYmJjLisMUFBTuLCVmyLgASWfg9wMyJzMEqZlgkQUqFaAF7KATMgE+gpiKEk1rqagU7GiV6uF6deF5Lht2HgFvV5lXH1NE6u3Czc2Np5566k5PQ+EuRRGqVyAzI4NxY8fS+7nnaNeuXbl9RqOR0aNHYzabOXP6crPiOnXqsnjRYtatXUdaWhqBgYEEhwYDUFRURHFxMS6urmRmZLJt2zYeaNWCCj4+DHn33RvumJGSksLEiROvKUe1QYMGzghvOUrdACS7nQ4PP0xAeDij/vc/po4fz2cTJ+Lj6wv5+Y41tDJUKgKCgti+fTsXNm1iwjcT+OOPP+jXty8/zJxJ3bpXXzdr0KABPXr2ZMzo0QwaNAhzSQmPPPYojRo1KjfOZrMxbuxYAgIC6NylC+pL2qYuWbIEZJmjx45edo3o6GjCwsLYsW0bswN/RAhB5dKoq8lkori4GJVKjYTMr7/+SmyN6tRvUI8X+/WjYsWKf/WUKygo3AbsEpw4J3MqXbA7Gf44KpNTCCUWgcrhlYdKADaZyqGCyECoHy2oWxX8fVS4XWP36437ZASCQY8oIlVB4W5BEapXYObMmXh5e9O2bdvL9un1ejp37swff/zB3r1/cCQpiZjq1Z37X3jhBX78cRa79+whMTGR0aO/ombNmoDDdmnxksVERkQyduw4oipFoVar0Wm16G9CW9a4uDi+/vpr4Oq9lMtyVBMSEigqKvpznCw7xKdej0atxmqzYbVaafboo7xaVMTcGTPYsn49nXv0AA8PKClx+K5qNNisVrZs2ADAh8OG0e2JJ+jSpQvZ2dk817s3EydNonHjxleMGOtdXencqRNLlyzh5KlTVK5UiSe7d78s2rto0WJyc3Pp27fvZSIVoG3btixdtowTx4/z22+/0aJFC+e+Nm3b0rJlS3744XsmT5lMv/796dDBYS92YN8+Jowfj1ar5f33P+CBB+532Fn9gzQKBQWFm4/dDsfPQeIpOJEmsfuIICMfzLZSez0BQg1IEO4vU7OSoFpFR85pWAC4XN3U5IoUFENqFvTrLGjf+O/HKygo3B4UoXoRhQUFTJo8mWHDPsLf35+crCyMRmO55V+j0UjDBg3w8vRk85Yt9HnhBcaNG0e9evUQQuCid8HLywtZlomLj6NV69ZOQ3mr1YrZbObU6VN8OupT/Pz8sNvtyLKMLMs0atiQZ3v3vu7Iql6vJzg4+JrG6nS68jmqKhVWIdizahV79vyB1Wpl3syZdB8wgMZt27JkwQImjR2L2WqlWceO+KhUuGg0oNOxfc1apk2aTFjNGvTv2xcAF72er78ez8svv8Rbb77J5MmTibtKgnyz5s3p1KULX3/9NTExMTzwwAPOfRaLhUULFzJw4CBKSkrIzsklJzcH3wq+zjHGQiM1atQgMiKCbdu20fvZZ5k4cSJt27VDq3UYS/v4VEClUuPr58cjjzziFMJWmw2zxUJRURETJ37D2rVrnA0bJEmicqVKDBw0SEkBUFC4DZSYISNXZncyJJ0RJJ2WSElXIdQqLu4oolPL+HpA7cpQs5IgpqKgahjoNNcfBS0sho5NBLUq/f1YBQWF24ciVC9i48aNTJ8+nYjICNQqNV999RUBgYE0a94ccAiXJUuWMH/efHx8fDC4u5OWlsaYMWOYPHmy06j/rbfeIisrm0cffdRpUwXg4e6Oi4tDyO7btw+bzYZKpaKkpITMzEzmzZ2Lt7c33Z54oty8Tpw4QWZmJpGRkdcsRP8OWZbLR131elKTk5n9ww+4uuoJDwtj48aNRERGotFqsZpM+AYEsPLnn0k+fJgne/SgSmwslJQQHhPDky/0YWlSEiUlJc5IpJvBja9Gj2br1q34+vpeZSYOi68OHTqwYMFCKviW9887mpzMhPHj8angjb/Gn+nTpxEQ4F/OumTL1i18++23FBcXEx0djdVi4YsvviS6WjXn8/98n+fZtWsnMdWr0+SivFmDuzvuBne0Wi0pKSkkJycjhMBut3MuNRW1RoNdknj//ffLzSs9PZ2UlBSCg4MJDw+/ezqMKSj8yyg2QUYeJJ6U2X5I5kyWIOWcjCQEqFQILch2cFHJ+HsLqoVKNI5VUaWiTGSgwE1/c+bh5wWhin2ngsJdhyJUL6J+gwbMnz/fWXlvMpkICQlx7hdC0LJFC2rWrImnp6ezBafNZisXBW3dpg2LFy/G1e3P5fyCggISEw/h6urKsA8/pHWbNs5WnsXFxUycOJHfN23iwMGD5YRqYmIiP/30Exs2bKBWrVqMHz/+hpwBrorZjL+fH6+99x4uLi4IITBZLHjodAgheD82FpVajdViwWqxEBQY6Fj+t9mIiK2OXath5fHj2Gy2cqetUKECnTt3/stLS5LExl834KLT8uZbb5bbFxoayuQpU3DR6x1zMpku6xJVu3ZthgwZgru7Q3DKsozJZHK2uYUyX9UF2C9qkWq1WEg4mIDFYqZ3794MGDDA+ZpIksSPM2eyZu1aDhw4UO56Z86c4aeffmL9+vWo1Wq+++47wsPD//FTrqDwX8VsgVMZDq/TrQkyh04LsgvBZFU5lvPVwmHCb4eIYJkIP2gYA7WrQoC3wMMNuGrT5uvjn6YKKCgo3B4UoXoRISEh5YTppQghiIyKcvqq/hURkRHlft+zZw+zZs6kSZMmPPbYY/hfJKIAxoweTY8ePS47z6RJk6hevTpffvklx44d+/u2p9eL3Y67hwfu/v5/VvUL4TD1B9BqHdvLorAm059WVUVFFOfnX/fchBAcO36MZs2bExsbW26fT4UK+PxN+9KgoCCCgoL+9jqXjjlz9iwTJ35DUHAwvXr1Khf9Bhg+ciQlJhOnz5wpF4GeO3cuGRkZfPHFF+zcuVOJpiooXAOSBClpcPi0TNIZwY5DElmFKqx2gVABOCylZCuEVpCIraQiNgwaxgjCAi8WkkqRk4LCfwlFqN4mzCYT+QUF2G12LuTlXSZUN2zYwOnTp/nfBx+U296tWzcWLVqEEILnn3/+1kRTwSE47XYwGi/fDo5OVJduLzP8L/v/P8BisWC32xFCsGzZMpKTjzJ9+vQbeAD/HKvVSm5eHl5eXhgLC5FxVPyWceTIETZu3Mi7775XLk2iXbt2zJkzh+XLl/Piiy9ek0hWUPgvYrPD+WyZ3Ufg0BlB0ik4mipQu0BZB28ZQAJ/D4naVaB2FUH1CBXVwnCa8CsoKPx3UYTqbcLT0wtf3wqsX7+OLp0706JlS/r27YuLiwvTpk5ly9atdOzYkXr16pU7rkmTJnh5ebF8+XKGDx/O0KFDb2o1uigTmWVC7GqC86+E6F/4tl4Jk8nEJyM/YeNvGxFCcPbsWV7o04caNWL//uCbiKteT0hQEHv++IPuT3anadOm9H9pABGRkcybM5flv/xC9dhYuj7etdxxsbGxvPDCC6xbt45hw4YxdOhQwsLCbuvcFRTuVkxmyC6Agyky2xId3aJOpQukUrMOtQvINtCqZXy9oHpFmYbVVdSIUhEewE3LOVX49yBJEmlpaVy4cOGGujMq3FokScLd3Z2IiIjbupKoCNXbRIMGDfjkk0+YMX0GF/IusHv3bnJychAIioqKGDVqFHUvEakAH330ER4eHvj4+HDhwoWrdpP6p0iShAD0bm5gMIDFcn0nkmVwd8dVr0eWpGta/lcJFcXFxZw7dw6dTkffvn157733ru/6N0BoxYqM/OQTxnw1mnNpaSQfTWbcuHG4u7uTnpZOv379eKhD+8s+OGfMmMGhQ4do2LAhVqvV6RKgoPBfxWKF1CyZ5LOwOUEmMUWQWySw2h0WUnKpSBU2mVA/QdVQiSaxKupEg7+3uGafU4V7k7S0NF544QXUajUeHh437T6ncHMpKSkhPj7eWRNyuxDyLUt6VLgSZrPZYagvSZSUlCDLMgaD4apL+rNmzeLnn3+mXr16DBgw4Kb1nd+5cyeD+vShfb16+Lq7Y7fbr+s8AlDrdJxITSUhO5ulq1ZdU8TXarVis9kQQqDX39kQitVqddqElZSUYLfb0ev1TheHS9mwYQNTp04lJCSEAQMGXJbbqqDwX0CWHTmnR87AvuOO5f20HEBdasJfit0CYf4SMeFQp6qKBtUgPMhRL6WgAJCQkMCQIUMYN24cvr6+130/Uri1lPmwe3p63tbItyJU/6NcuHCB+fPnk5qaikajuaE3XZkPbGxsLI8//rjTN1ZBQeHe40wG7D0KiSfhwAmZkxmg0v6Z3S1LIMkQ7C0TXxniKkNcFESHCZSPBoUrkZiYyMiRI5k6dariWa1wGcrS/38UHx8f+vXrd6enoaCgcJdjtUF2Puw+4oiaHk8TnE4He2mlvkbnqOgXMni7y9SpAo1jBdXCICJQ4Kos6yv8DS4uLhQXF2M2m51CVZZl8vLyKCwsBK7ebfFuR5Zl3NzcqFChghLEuU4UoaqgoKCgUA6zRSY9V5CcCpsPyBxJhYxcgcnmyDkV6lKTKBsEVYAqoRJNaqiIrywI9gWDHhQbKYVrwW63c+bMGcLDw8v5kR8/foy33hoMmNHrdeXqH4QQyLKERqPDze3KqWZCCCwWCyZTEXq9G1qtzmlUU4bVaqWkpKi0VliFu7uHUxALIbBarRQXG694/mtDABJGo43//W84jRs3+dsjFC5HEaqXUmyB7EJHAlWIzz+2XVJQUFD4t3I8FY6nwR9HYU8yZBWAxSqcwlSowW6FiECZSkEydauqqF8NwgJU6K+v87PCf5y8vDy+//57BgwYUK4u4MyZs+h0hYwc+QouLi7I8sVFqzIajYGioiz279uFxWrFZDKhUglc9a6oNVpsNivBwcFUrlyHxMRdnDt3CldXg7Phi8VixtfXjxo1GiKEBqs1nz17tmGz2dFotJjNJnx8gomPbwKogevJmxVoNC4MHTqOo0ePKUL1OvnvClVZBrPV4aOSW4ScWQB5xQ6Rml0ATaIRIX9tNK+goKDwb8Zmh5PnZfYdgxNpsP8YnMkGu3DknApRWrUvg7+nTL1qEBMGcZUEVUIELoo4VbhBJEnCZDJdsQjXx8ebqlUjAB1Q5kwjA54UFeWxePF0tm7diGSXadHyISwWI+vWLKfYZEaSZJo1a0rLlo+Rl3eOY8cOs3r1ciwWKyqVCneDG72fe5HIyEql8yjit40rWLFyJXa7hItOS9++/YiIqARIXK9QBVf8/X2VZf8b4L8hVM1WsNqh2IJ8Lgcy8yGnEJFnQs4zOgRqYQlC5wpqLbKLhIgJVVauFBQU7jmKzZCV58g5PXDcEUFNOQ+oSztEqUFIoFODh5tMXKSgYSxUDRFUCpEx6JUPRoWbhxACnU53mSWVEAKbzV66dG8FyiKqOrKzTvPtt2M4dvw4zz03GA8PF+LjG2C3m6hduym//LKAffv2k5tbgCznExfXiKpV66HXu7NgwU9oNVp6vtifli07AfmAhErlQs+eL2EsMrFy5Up69niGVq0fBYouuna5GV70f/mS7WW/qwDJ6XCjcH3cm0K12AyZBZBTCOdykTLzEPlmKLFBQREUmxCoQa1FSDZHJQCAxQTCAq3iIfTm2EApKCgo3GmKTY6c06QzMtsPwfHzcC5LYLGDUIEo65Bsl6kYKIj0k2gcqyI2ShDiC17OYJdys1W4+fy1+ZDgz/edBnBj4cJv2PT7Rrp27c6DDz6GQ0gWAJ60aPEw0dFRPP/8sw6/cKECSnB19aB5s5b89ts6iouN+Pj4odGocYhKAdhRqfX4eFcgICCAFi0fQKPR4hCqBuDiqkC5dLsF0ANupeewlM7FrXTMjeS3KpRxbwrVQhPykVQ4ngHpFxBZBQj3CqBSgxmQBEgWsJoo98Gr0SL7uiEaVLpTM1dQUFC4KVjtcPwcpKTJ7D3msJLKKgCTxZFzigyoQLbLRARA1YpQIwoaVoNAHxUebnf6ESgoXIwANBw9msSePTsJDqlIhw7dcEREy1p824AcQkIiaNKoMXlk8G+pAAAgAElEQVQF+aU5p2ogl+hqtWjxQFsWLvqJ+fO/I7paFXx9KwDFgBtHj+5g8eKFPNXjafz9KwGFgDspKcdISTmB0WhErVbj6+tDXHxd3A0+pKUdIzn5BJIEISGBBAUGsGfPPlz0LjSoXxdXN1fKR1wV/in3plD180C0qAH3xTiqAc5fQM4qQOQUIZ/PRWQUO1JOLhapZfkjjapCoPedmLWCgoLCDWGzw5lMOHBc5ug5x/L++VwVNsmRa+pEkgnylqlVSRAbDrUqQXRFgU57x6auoHAN6Ni8eS2nz5ymWrUYvLzcKR/lFzjEqqDfgIEcPpyALNtK90loNND0vgfYtuN3snNyShsyli3Vq7BYrZgtZrw8DahULoCd48cPM3r052Skn6Nxkzakpp7i5MkjdOjwCM899waJCYlMnjgOk9WGv78/URGR7N+/FxdXPaO/mkCoW9DtfILuSe5NoapWgVrniMh7uEKlQMdb2WyBX/5APp/nyBeRL0qOVuuQffWIeko0VUFB4d+D2erIOf0jGQ6ehKPnZI6eweFcUloUJQNqGSp4yNSKgLrVIDpMRdVQlPalCv8qLBYLWo2GNm064ebmyp9FVhdjJSgomKCgikAJjkIoFVBMzZp1qB5Tnd9//43ff1/Fk08+A7iRl3ee5ct+JrZ6DeLiG+NY2ndj+/bfOXo0mWef6U2vZ94gMzObTz8dzMYNq2nfvitxcU15tredxT/PJjU1lQD/QPoNeAuNFnwqeF9lfgr/hHtTqF6JIjPyliOw/wzCDqiEIzlLlhzRVAHEhUOQEk1VUFC4uyk2OWpCk8/A1kSZ42mCMxkyVlkgVAKh+TPnNNAXqgRD4+qCmlFQ0V8oy/oKdw0uLi7OltrXgt1ux93Dnfr1m6FWu+IQoleqqL+yQBRY8PMNwGqx8vvvG2jV8iH8A8KwWNLZtXMnbdq0IzQ0BsgGdPhW8CUqKpIHH3oYsCNJxfhW8Cc9PRVZthAUXIOHHw1l+84NlJSU8Prr7xIcUh0w4RC7jgivwvXznxCqcmourD0Ae08jUIFajax2rIUJswxqLZJBjairRFMVFBTuTkrMMqmZkHwOdiXJ7D8uyC8WlFgEKg3IQoAMNpNMWABUDoU6VaBhjCDYV8bdFZQbpsLdhCzLJCYmEhwcjJ+f3zUdo1ZrKC4u5tChPYSEVECl0lCay3elK1D+PS+BgA4durJ79zZSUo7z6/pVdO/xMkeTD+Pl7UlkVCSOIigBFNKq9UM0va8dubnprFn9DatWLiI7N4+AgMDSQi0zJlMuZrMZT08vgkMCgRwcRVUqQMmnuVHueaEqHzwNK/chUgsoe8PKFb2hdgQi8SyczkOW7VArAhHpf2cnq6CgoHARkgwpaZB4UibhJOw9CmezBKoyKykcXqd2KwR4SdSMEtSKEtSuLFMtHLSaspu0IlAV7j6sViuzZs2iadOmREVFXdMxGo0ak8nCihWLady4GV5eBv4sproYgcN/VcIR1SzDRkBgAPff35ofZn7Hrt07aHJfc35ZthifCn48+lg3HCLTIX71el+OHdvF5599THFJEfc1acPBhD1YbeZy1xJCIEl2rFYTWq0e5W/u5nHvClWzFXlrMqw9iCiyATLIMnK1AETXRuDhipx0DqHRgV5C1aya0oVKQUHhjmO3w7kc2HNE5sAJSDoDKecF6tJ7rrrUSkqyyvh6Qa0oaFANYiIE1cIELlpQbpIK/ybUavXfDypFq9GgEmC1WrDbZRwRy0uFqgC0mEzFgIRe78KflfcWNBo3WrZ6iFWrfyEhYS8HDmxDrdai111q6u/GwYOb+fTTTygpNjF48Bs80KInX3/9Dtu2/fY3tloKN4t7UqjKOYWwaj9i5wkc/isgY4eWsYgH4x0FVpn5Dv8W2Q7xEchhvspHu4KCwh3BYoPMC3DgBOw4JHP4DKTlgKRyfCqViVQkCT8vQXRFaFQd6kQ7fE49XO/o9BVuAJvNRnp6OlarDZVKEBgYiF6vv9PTum2oVKprFHwyYKbdg51JSTnOzl07mTP7O/q+OBCdzgeHj6odcAUMJCVtY/Lk8Tz88KO0atUJRy5rqScbRfj5BdOlS1e+nTKBuXPn4+HuzksvD8TRLtVCWUT24MEDZGSk8/77H/FAi8cBG3a7DZVKhaurO+CKVuuCRqNBCBVabZkdlbjo59Zx9uxZCgsLcXV1xWAwEBAQcEuvdye454SqfPw84pe9cCzT4ZsqQPbSQtt6iGbVQeNYL5PNVjBZkXQyqibRf9pTKSgoKNwGrDZIy5FJPivYfkhm/wnIvCCwSqU+p6X3N7tFJtQXqoRC/RhBoxhBUAVw++9omSsiyzL79u5Fq9VSKy7utl7bZDKxc8cO8gsKkCQJby8v1GoNQiWIj48v17P+7ziXeo52bduSmZWFt48Pc+bMpnHjxhw/fpxjx46h1+ux2WwYjUZn9yatVovBYECn01GzZk18fP4LDWochvohIeEMHPQu1tEjWLZsMTabnY6dOlGlShXAn7y8FBISEvh2ykSqxVSnTp0mOJbyLxbDNnQ6d+rWbUBYWDinz5xBDgggKrIKDqF6aW6rA6s1l6SkBE6dOkVJiYn9+3bRqLELFksRubkXKCoycu7caUJDo3GIZh0OYXxrIq8rVqxg4oQJZGRlkpJykuiqVfnss894oEWLW3K9O8W9I1TtdthxDFbuhwKro6ofkMO94eH6iOiQcsOFJCObzIgaFaHitSVxKygoKNwoJ9Mh+YzM3qOw9zikZoEdgVo4epEIFUg2CPKWqBGpciztxwiiQkB77Suk9zxCCAYNGkT6+XS+n/kDzZo1u+XXLC4uZsOGDSxatIg5s2fT/P77CQ4OZsH8+SAEbm5urF27lnr16gGwft16ci/k0r59+6uKV4O7gUe7Psa6tWvZu28fJSUlAKSlpfHqoEGcOHGCsPBwWrZsicHgaBF2+vRpVq9ajUarYenSpbRr1+6WP/a7hwL8/QN5442hjB49kpWrlrFq1TI6dX6E4OAItm5dT9KhJFq3bcsrr7xZGp0uueQcAiigSpWatG77IN/PmEb9+o3Q6nSUb5dqpk7tugQFrWLMmM/Z9Nt6jEVG8vJyyM8vZMyYT4mJ+RmhUpGSkgLAhx+8zwcfDictLZUjRw5Tv359NBotqpscDFu5ciUvv/QStWrW4oMPPuT1wYPZu3cvH374IRt/++2eatl6bwjVghLktQcQm48gJLUjF1WSoGEUdKiNCPC6/Bi7hOzphoiPcEZZFRQUFG42sgyn02HPMZnDpyHpFJzKEEh/+owjZIdZv6+HRL1qgrgoiI0QxESATnPv3HBuJj/99BP79u/HbLawaOHC2yJUC/LzGfbBhxxMSKBzl85MmDABLy8vvL28mDxlCoWFheV61n/77RT2799PvXr1ripU/fz8GDVqFBUrVmTvwIFOgXH//ffzzTff0KdPHyIjIxk9erQzcpqVlcWQd95h5qxZmM1XKiS6lxFAPn5+Abz++pts374Fi8WCyWTGZMqjYcNGtGzZmjZt2l1FpJbhSCVo0rgx3l4eNGvWEldXN/7Md5WBEmrUrM97773P4cOJWMxm6tWvh0atIfHQIQRgtlqQJZn7738AIVSYTFaWLVuMv78/2dk5rF+/EpXK6x/l4f4dkiTxw/ffU2g00uuZZ+jSpQuBAQHs2r2b8LCwm3adu4V/v1A9nYW8fC8iIRU0WkdBlJsGWsU5ulPpr2INYZcQ8VGXRVoVFBQUbpQSM2Tnw95jsPsIHEuVSc0Cm0ogZJBLVwNVyHi7QvUIuK8WVAtXER4g4+mmiNO/Y/v27bjpXbHZbOTn51NkNGJwd7+l15RxCJNqMdX4+utxBAcHA/DV6NFkZmaycNEipx+o1Wql0GhEr9df09K8Vnv5vaplq1ZEREZett/f35/Pv/gCuyTdU5Gza8dhHeXnF0Tnzj1Lt9kpbW1Rur+Eq4vUMkqoXLkalSvH4/A9vaSteumYmjXrUbNmIxyJ4o6Cq6rR9Ur3ly3rO1q8gpopU4aj1ep46qkXcHMTDB8+65p9Yq8FlUqFWqMhPDycDh07ANCocWMaNW58065xN/HvFaoysDcFeeU+RIYRNBrHtkA9PNIAUTP8r6v4K3gg6ruBQWnLoqCgcOOUWCA1U+b4Odh2CA6dgawLYLY57KQo7Stis0JEkEyYHzSqLlMvWkVQBRlPg2Ilda2kpqZy/lwar746iImTJrFo0UK6detG+w4dnGPsdjuJiYlkZWWh0WgoLCxEp9Vy//0PkJ2TzYEDB9Dr9Wi1Wh544AEAjh49yokTJ7DZbLi6ulLBx4e69eqVO6ckSZw6dYppU6fx9pB3nOfo8vDDZOfkEBAQQEZGBh/873/8uv5XQsMqMn/+fIICA6ldpw6RpcIzLy+PXbt2YTKZ8PTw4PDhwwDlhKfZbEYqFaOXCh1fX1++/vprAAoLC9m/bx9WqxVPLy9q1arFvv37MBYa0agdt/my/FljYSEJiYeIiAgnNjb2Frw6145Op0OSJGe6wz9D4Ih+Wi76vQyZa8sLFTiW+styWK/0t+eIrP45vuy8pkvOU7ZdQ69e/Zk16zvmzv2OXr36I4T6igVjOTk57N+3n+qx1QkJuTxotmPHDmw2W7nVgnPnzrFjxw5OnjxJTk4OP/74IwEBAbi7u+Pm6oZdshMbG4vVamXXrl24ubmhEoJGjRtfFtUve7+XlJTgonMhOCSYOnXq3HVffv6dQrXIjPxbImw4jDDjTOqSalVEdKmHCKnw9+fwvbXfvBUUFO59Mi7Ab/tlcvIhtwD2n4CMAoHZyp8+p2qw2yC4gkyNSKhWERpWF0QEgkGviNPrYenPP5N7IZenevbkTGoq06dNZ8GCBdStV4/AwEAAioxFvPfue2z6fRM6nY7q1avTrl07GjVqTFZWFh988AHHjh7jjTffIKxiGBt/28iE8eMxGovw8/fj8KFDBAUG8vgTT+Dj48N9991HfHw87R96iLFjxzJ85AhKTCV89PHH6HQ6unfvTsdOnfDy9CQhIQGLxUJwSDB5Fy6wfv16goODCQkJISgoiOW//MLPS5awYuUq4uPjOXPmNDk5OajV6nK5jLIsI8syKpUKnU7n3H7+/HmOHTvG/fffD8CunTvp9vjjWCxWfP39aNOmDcuXL6ewoACdVgeyhCwEbdu1Izcnh61bttGhY3vmzpv3l6LkWu2XrlfY7N27F1dXV+Lj46/reAfyJf9e7/E3co2Lo6oSp04dp0OHbhw/nsT8+ZMRwvWKEXOj0ci4ceOQJYmJkycRdtGy/aqVKxk4cBB9XuhTTqhmZGSwdu1azp07R0FBAZs2bcJgMLBn1y5Sz6WBgPvuuw+VEGRlZZOScoKSkmKefroXn44ahXvpqsPmzZsZ/NpgsrKyaNa8GUmHD3PhwgU+/PBDnu3d+64Sq/8+oZqRh7xyP2J3CqgcS/2yxg4taqJqXZPS9isKCgoKt5Q8I4xbJLMxQSDJOJreqHA60qgAb1eoEw2x4Q6RGhMhcNX99XkV/ppTp04z+6ef6Pr441SuXJkePXowbdo05s6dy4CXXnIKVYO7gU6dOrFz1w7yLuTRpXNnXhk0EDdXN2rUqEGz+5qRfCSZV155hU2bNjHwlYEIZMZ9PZ5mzZvx6iuD+HXjBqZPn0737t2x2Wy4ubnxwYcfYrXZmDBhAl988QVnU1Pp2KEDj3XtipenJwDVq1dn8pQp9OzZk6SkJEaMGEFYWBh6vZ7k5GTefvttdFotoz79lJatWjF9+nTGjBl91cdst9s5f/48Hh4emEwmhg0bRklxsVOoVqxYkSHvvsuixYvZunUrAH369MHD3R0hBMeOHWPa9OksWriIrl0f4+PhHxMeHvaXYuTgwYNMnToVm8121UIgu92Om5sbr7zyCpUq/fPOjitXrsTV1ZX69ev/xSiZa4+Q3mkcnag2bFhOSkoq1atXp0mTFpw6tRu7/VKPVggPD+fjEcN547XXGNC/P9OmTSMwKIiVK1Yw8JWB9Hy6JwMHDix3TFxcHF9++SU5OTkkJSUxbNgwQkJCWL9+PW+88QanTp1i1cqV9HiqB19+9RXbt21j3rz5TJo8GZVazeeffc7+A/sZ+MorHE5KYszo0fR8+mlGjhjB2HHjGDtmDE8++SSubndPn+V/j1CVZeTDqYhVBxCnckDtWOqXffWIDrWhbhRolJJYBQWFW48kwYKNMuv3OsRp2S1ULcDHIFMlBJrWgCohULWiuGhZX+FGsNvt7Ny5k9OnzxBTvToAQUFBREZEcPr0aTIzM5EkyZHDp1bTf0B/JFnijTfe4OclS+jUuTM1atRg546drFm9mjfefAM/Pz+KioowmU2MGzuOF/q+AMA3kyfy5JNPotVqGTp0qLPFp6enJ8OHDwdgwfz5zJkzhzVr1rBkyRJefPFFWrRsiUajQaNx3F5lWcbDwwODwUBJSQlTJk8mNTWVIUOG0G9AfwB69OzBjBnTycrOvuwx6/V69u3bxzvvvIO7uztpaWls2LCBHj16OMeEhIby2uDBnE9PZ/v27YwaNYquXbs69+/atYtFixfTpnUbxk8Yj6+v798+156ensTFxTlTD66EJEm4uLg43Qj+KWq12vk8XYosy+h0GvR6bxw2T5Yrjru7EICaxx57hoMHDxEcHER8fFvmz997xRxVIQS14+OZNGUK/V58kaHvD+XRRx/jvXffpWfPHnz08ceXPfcajQYPDw/Uakc6gcFgwMPDg0cffRS1Ss1TPZ6iebNmfP7lFwQEBFC5cmXy8wtYvXo1S5cu5X//+x97du/mcFISDerX57GuXfH29qbX00+zb/9+VELcdV8J/h1C1WJD3nIEsT4RCq2AcNwpYoIQnepAVOCdnqGCgsJ/iG0JMnM3OvL+ZAkqB0GVUJmqYVC3KoT4Cip43ulZ3nucP3+esaNHExwSjN1uZ9myZbi4uBAfH8+pU6cYP+5rmjdvjmdpZFMIQc0aNdFqNOzZu5fU1FRq1KjB8RPHMZnMPNHtCcCxBIssU8H3z7QxT09P3NzcKCkpuSwa5unpyciRI3nqqacYMWIEq1evZvGSJSQmJrJu/XpCQ0MBh5CTZRmr1WF5ZCwsZNvWbdSsWYsX+/Vzni86Oprn+/Rh1KhR5VwDACwWCxEREfTq1QsPDw/y8vK4cOECxUVFlz0/RqMRtVpNo0aNym03m83Y7XZq1KxxTSIVIDIykr59+17T2OvlryybDAYD2dkF/PbbbrRaHeXboN6dyLKMEKBWu+LvXx2z2cb27Zs4cyadZs28r3pcdHQ0k6dM4YknuvHL0uU88ugjfPjRR3/5BaHsvXWxAI6vHY+7uztVo6PLGf8HBwfh6enhWOwpPaebmxuDXn0Vf39H6/i42rWZOXMmRUVFd13DibtfqOYUwroE2HEc7KUvmlYgN6rq6DLlo+SaKigo3D7OZsK3KwRGC8gCwgLg3achuqJAryzr31IKC41YbVYqVa7ML7/8gslkQqfT4efvT2RUFNu2b2ftmrU81vUxpwjy9/ejXr16bNm6lYMHD9Kgfn22b99Oj6d7EFM9BoA6deoQGxvLm2+8gcHNQOMmjXl98GB27thJ3Xp1neIxLy+PxMRE6tati7u7O40bN2bKlCm82Lcva9et4+ixYyz9+Wf69e9/RTsioVKh0qjx8vCmYsWKzu16vd75+6V5oXa7HV9fXzp16uQ8Z1BQEAcOHLjicyRJEgUFBeW2lZ3TZDJd6ZArIsvyZaL5aqhUqpuS03j48GFWr16Nq6srx44dY+XKHfz6625Uqn/bisSfr6EQgsJCE66uEdhsNtq3b39FIVi5cmVcXdwoKCwgJibmuuysjEYjNpvN+cWojM6dO9OqdWu2bdvmyHsGLFYraWlpWK1WZ1T7SgVddwN3t1A9lg6r9sHRTERpyazsrkE8GIdoXh3Uiv+pgoLC7cNqg+9XSySdU6ES4CJknm0riPvn6XkK/xBZllm8eBF+/n5MmzbNKY5kWUar1fLSSy/xw/ff8+OPs+jUpRN6F4cYiK1Rg6d79WLr1m389OOPVIqK4pdly3jnnXecN+gmTZrw8COP8NWXX/L2228TERnB5s2b8fL24rHHHsPb2xENy8nJ4d0h79L9qe68/PLLAISGhvLNxInMnTOH6TNmMG7cOJ548klnqsClqNVqkpOTWbVqFe3bt3duL4vaXipUhRBYLBYKCwud82jatClNmzbFbrcjy/JVl89vhEOHDjFz5kysVutVRVNZjmrfvn2dbgY3QlFREWfPnkWtVqPVann99TevmNv5b0OtVmM0GklLS7uq+J8+fTo2m5V2D7Zj4cIFtG//kDO95Vop+7Jw6eul1enQ6/VIkuP9otNqMZtK+G7qdzzcpQuVKlfGbrezYP4C8vLy6PNCnysWf90p7k6harcj7UpBrNqPuFD2DVBCjqiA6FgHqlf8y8MVFBQUbgVLt8qs+UMghMPIv1NjeLDBnZ7Vf4PMzEyWL19OSHDwFc3zK/j4gBDkFxRgs9rgIufBNm3a8OCDD7J5y2ZGjxlDzZo16dSpk3P/zp07Wb58OR4eHrw2+DW8vb3p378/fn5+TusqcCyXXsi7wNy5c+nXr59TIEZGRjLk3XfZvGULB/btc4oRWZZRq9W4ujqKfIVKgID09HTWrFlTTqgajUYAZ1U2OLxT1Wo1Op3uisJh4cKFLP/lF7786isCAwPR6XSI0g5ZF6PT6S5zDvg7DAYDlUsFzNWW6MtyVG/WUnGDBg1o0OC/9wf17ZQpjBr1GSNGDqdDh4682LcvTz7xBPMWLCAmJuay8SqVCo1G43xvXIwQgqJL0kI2b97M5t9/JzAwCBcXF0eBnBCYTCUUl1qDFRUXMWHCBFJTU3m619OKUP1LCktg3UHE5mSETZR2mbIjN6riEKl+195DWUFBQeFmkZACM1bLWCQVAqgRLvHMgwIXZbn/lnPhwgU+/vhjMs6f57333rvimDffeouNv/3Grt27+fijj/ngww+coi8yMpKaNWuwes1qdu3cyUcffUTV6GjnsQkJCRw+fAjfCr7UqlWLSpUqYbPZkGWZQ4cO4enpSViYo0peo9Fw8MBBPhnxCU8/87Sz2v2TkSPZuHEjze+7DxcXh0pWqVQUFRWxf/9+QkJCcHFxoXJUZXbu3EV2VhYpKSlERkaybNkyxo0bB0BiYiKBAQGER0SQnp5OQUEBGrWajIwM57VkWSY5+QgL5s1n5YqVDB8+HFmWSU9Px2q1curUqXIRztSzZzGZTKSlpWGz2a4pAhsVFUW/i/JobxXXaoF1L1JcXMykSZOYPGkSQ4a8Q48ejuYF302bxjO9etHt8cf5dupUmjRpUu64nJwccnJyKCws5Ny5c84leyEEOp2OVStXMnXqVGeO8cKFC0lLT2fEyJF4eHgQEBCAh4cnp06fZsTw4bz66qssX76cAwf207FjR1z+wRea28HdJVTP5iIv/wNx8CxCrXEs9esFcqvaqFrXApdbp/DT0tLYvn07drudoqIibDYbBoMBFxcXjEYjFosFvV7v7DLStGnTy761/huQZZlt27aRlJTkrBx0c3WlSdOml3VPOX/+PBs2bMDFxQWLxYKvry8tW7b8R9/KbxZ2u51Nv/2Gt48PdevWve3XV/hvk1MI3y6XyS50iFQvV5l+nVUEX1tdisINkHbuHO+8M4R58+YBMPzjjwkICChXMHT06FG2b99OTk4OJcXFjB07hgt5Fxg+fDhBQUGAo2BFr9cTHhFBv/79y13DYDAgS5CRmcn999+PSqUqrTrX4e5m4KkeTzF+wgRUKhU2m43ikmI++fQTxn49lqFDh5Kens6E8eOJi4tj7NdfO4u5NGo1qWfP8nCXh4mPj+Pr8eP5dNSn5BfkM3/+fFatWs3j3R5n7969uLm6ohKC/v360alzZz7++GPeeP11EhMTAXjxxRfp3r07er2exMREJk2cSFFRMV06d8bFxYXBr73GgvkLEELQq1cvpk+fTps2bVi4cCGvDhpEUVER302dioe7O3Xq1sVkMtGwYUNq1KhxO17GK6JSqf5R3uy9xvnz5zl29Chvv/NOucI1T09Pfpg5k0EDB/L777+XE6ppaWm8NmgQv/76K7Is0+/FF+nXrx8dOnbExcUFjUZDVlYmrw4cRFZmFiaziSlTplA7Lo7mzZsjhKDLww+Tdv487783lAULFjJv/nw0ajVt27bls88/R1t6j//1119JSkqiYcOGNGzY8LY/P2XcNUJVPnQWsXi3o8uUytH8Wg4wQKe6qOpE3fLrb9++nW7duqFWqXniiW5EV6vGihUr2LNnD0888QRVq1Zl/fr17N69m0qVKrF27dprzsnJy8tjzpw5hFUMo1PnTn9/wC0mNyeXjRs3smD+fCRJxuDmytr16y+rFLVarUyfNp1NmzYhBAwfMaLcMtjtpMRk4s0338BoLGLSpEm0btPmjsxD4b+HJMHcX2V2JDnM+9VAzzbQ8J+ljylcJ3l5eURERjD49cFoNBpKiovJzsoqNyYnJ4cDBw7Qvfv/2bvvuKqr/4Hjr8+d7OnCAU7EvVEx97bUnIm590gtrVw5sPo2NEeu0pxZznLvyhw4yJkjZSoioAIyL3ef3x/I/UmYuRC0z/Px4A/uZ53PvZfL+57zPu/TC6VSicFgQKvVkpqaagtU+/Xvj0arJSM9PdeXcpVShVql4s2Ob+Lr64vFYsFgMLD155+Jj4/jXvI9rFYrzs7OjBkzhps3b2bljhoMxMfHI4Rg3LvvMmDAgBxDtW/37k3ZsmUxmky0bNnS9hm7aNEiVq5YQWpaGlZrVvmscuXKsX37dnQZGfj71yctNY1atWtTq3ZtW57q1atXbXm5gwYPxsXZmeHDh2flINrbM+H9CajVapKTk0lOTsZqtaLT6egVGIizszP37t1j80wQuzQAACAASURBVJYt3IiOJjk5mT///JN58+bl8Sv4cFevXiUxMZE2bdrky/ULgrJly/LNt98+dJurqytr1q7NldOakJBAuQoVeP/997P+HjIziYiMJCkpCRcXF4xGI9WqVqNL167cS74HwLhx43i7d298fHyArFSQMWPGULhQIS5cuIDJbMbN1ZW+ffva9tm1axcnTpzg4sWLHD16lA0bNuTfIgCiILiTIqwfbxFi7DohRq4QYsRyYV26X1hjEl5YE3744QehUqnE+xPeF5mZmUIIIYKCgoSLi4s4deqUEEKI8LBw0axZM1GqZCkRFhb22Oe+fv26KF68uAjsFSgsFkuetP9JGY1GsXfPHtGrVy+hUChEn7ffFvfu3cu1382bN0Wzps3ElMlThMFgyIeWZvl6wQLhaG8vVEqVmPbRtHxrh+y/58AfVtH0XSHqjRbCf7QQk761Cp0+v1sle14iIyNF06ZNhZuLq/jz/IUc28JCQ8XYMWNE3z59RFpaWj618PkxGAxi8ODBYseOHSI2NlZcvHgxz69psViEXp/7D2bdunViwIABeX79/5KIiAhRqFAhMX78+Gc6j9VqFSNGjBBr164VKSkp4ty5c8JqtT6nVj65AjFtXiSkIt1KBoslqye1ZVV4uzFSiRc3rmZvb88777zDp//7ny0xPLtwtNGYVWi4XPlyzJ8/n3bt2z122Q7I+rYvSRJu7m6PrBv3IqnVatq1b0+LFi1QSBIbNm5g7NixJCUl5divZMmSVKtejQYNG+TLkH+2M2fO4ODohEKp4G7CXTLSc9cQlMmet4hbsPqAROb9UoWli8CgDhL22kcfJ3t53Lhxg2PHjtG6TWuUahUJDxTdd3Vz43rUdTIydE9VLqig0Wg0fPjhhxw8eJAVK1Y81WpSTyIjI4OBAwfyxhtvcPbs2Rz5qNkTxcR/OEf1ebt9+zam+2WnnuV5lSSJmTNncubMGaZMmUKZMmXydUlV5cyZM2fm29XvkxLSsuqkqtTgbIf0diMkt6db6eJp+fj40LZt2xzB2KFDhzh58iS9evWydYcXK1aM5s2b4+npiVKpJCoqiiNHjnDu3DmuXbtGVFQUCQkJtjV7jwcfZ8SIEYSHh+Hq6grAzehoihUrhrYAFNU9cuQIN2/eRG/Qc+7cOVxcXHKsKwywfft2SpUq9cS5TAkJCezduxd3d/eHztI9cfw40Tdu2CYp/JOoqCh2bNtO78BALl++TMgff1C3Tl18H5gMYTabCQkJ4ezZs0RGRnL+/HkiIyKoUKECERERHD58mGvXrnH79m1bysalixc5FhzM5cuXuR4Vxd0HXjeZTKeHhdsEf1yTkMgqRTW2m0R9ecj/lWK1Wvnll184fvw4q1evZueOHWi0Wv766y/GvDOGk6dOERjYi6ZNmyIVkI6Gp2U0GklMTKR58+Zcu3aNPXv20Lp16zy5VkxMDMuWLePMmTOcOHGCmJiYrIk69yeaXblyhcjISN54440Cta78y+rQoUOMGDacW7G3uHrlComJifj7+z/1XJq4uDiaNm2KUqlk6dKl+fo6FYwcVQlQ3F8gWyIrR/UFe5IXM3sm6cWLFxk5ciRnz5xhwMCBXLt6jeDgYNzc3Jg9ezZ9+/UlITEBP7+KRERGcOvWLYKDg/H29sbf3x+X+4Hr03jcb0v/9sbS6XQMHjIERwcHRo9+hy2bN9O9e3fKly//VNd7kMViYfGiRXyzZAmr1qzJUeB67dq1fPbJp4wYOZKARo0eeZ4f1q1DkiR69OxBRGQEy5YtZ9OmTdSqXcs22zE9LZ3JkyZz9NhRlEoljQIC6NChA6+/8QZpaWlMmjiRyMgoPvv8M1xdXDn4y0GWf/stJosFHx8fTh4/jqubG3379MXR2Yl27drlmmkp+++wCth6TPDLGbImdVoF3VpAqzr53TLZ81a2bFlWrVrFxo0bMZvNmM1mzp49i0KhoL6/P4MHD6J3794oXoEeVZ1Ox5QpU9BoNJQvXz5PJ8gkJCRQsWJFhg8fzuuvv05CQsIrURO1ILJarcTGxtKkWVM6vPE6FosFq9VKWlraY69E9nfz588nLi6O2rVr07Bhw3z9MlEwAtW/e4Jh9fxisVjYv28fp0+fZuLEiUydOpWYmzEMHTqUw0cOM2H8eFQqFYG9A6lRowYnT50iICCARfdnjj5tCoDJZGLlypUcO3bskUPxmZmZNGjQgHfeeeeR1zIajTg6OjJ02DCib97k888+Z+iQoazfuIFiRZ9tadqiRYuyYuVKBg4YwJAhQ1i5ciXFixdn9apVfPbZ5wwdOoThI0c88g8gLCyM9es38P6E8Xj7+NC6TRuWLV/O7t27GTlqpC1QdXJ2YtCggVz56wqJCQl069qVEaNGoVAoqFatGrVq1UJCYuDAgWzetJmpU6fi5urK4qVL8a9Xj3fHvcvOnTtZ9+MPjB492vatX/bfdPqaYMPvIKSs3tQ6FaBPawnVyx+ryB6ibt261K1b1/Z79rKUeVFIPz85OzszbNgwzp49S+3atXPUcX3eqlevTs2aNbNqdt6v+/kigx2r1UpmZqatHJejoyMZGRkkJyej1WpxcnIqcEuFPi2FQkFgYCBvv/227bFnTano3bs3v/76K+XKlSMwMPBZm/hMXq2/whfozJkzrFy5kqJFitCrVy80Gg1ly5Vl2fJldGjfnsioKIKPHSOwdyCSJNlyWp+1iK5SqaRmzZq4uro+8kM0e33ox/lgMBgMAAT2CuTbb74lODiYUydP0rlz52dqK2TV4lu5ahVDBg9m5owZNGnajMVLljB0+DAmjB//yPZlfxnQZeqoXqMGkNX7UaF8eW7FxhIbG4vFYkGpVKJSqejbrx96vZ4RI0eyYuVKWrZujZ+fHzt37OTokaPMCJqJp6cnBoMBtVrN7Nmz6dG9OwBLv1nKnTu3ydTrmThxYr7m48ry1+17sGo/3E3NGuEp7CwY8oZEoacfAJG9ZF61ADWbUqmkffv2eRqgZsvuINHr9aSkpFCsWLEXGhhev36d4UOHotcb8SrhxZtvvsne3btJTU8nNS2NksVLMHHSRKpWrfrC2pSX/t4h9axfCho1akSjfxntfFFezb/GFyAuLo6w8HBmBgXlKEdSrlw5OnTowMKFC7PSGMC2zJ3VarVN0HpaCoWC+vXr5yol9TxUqFCBBV8vYMyYMXz4wQd4eXnh7+//zN/MypYty+LFi+n1Vk82bdrMO2Pe+dcgFbKKVH/x5ZeUK1eO0LAwrvz1FyqVitJlyhAaFsbyZcto0qRJjqUKK1WujFKh4OLFi7bVOaKuR+Hm7k7LFi0A0Bv0WCwWTPd7TSCrB8V0f9jvSSbKyV4tmQb44aDgbFjWe1Otgr6toXaFfG6YTPaS0mg01KtXj2vXrvHnn3/a0g0e7MDJC0IIHJ2cCAs/T/CJYH755Rd6BwYyYtQogmbOYuPGjShVSpYvX16gVmGS5fZyZ4bnI6VSiVKppFjRorkCrnffew97B4ccgdDzZDQayczM/Nef7GoFj0utURMYGMj8efO4fv0G/fr1IyQkBBcXl2f+dla8RAkUChUGgwGvYl6Pdb6MjAwKFypE5cqVOX78OMHBwRw/fpwKFSpQoUIF/vjjNHv37MkRSBfz8qJx48ZYheD3338nPi6eY8HHGDRoID73J1E1btyYqlWr8tHUqfzwww+EhYYycsRIzp8/h729nTwL9T/st7Ow/WTW628V0KKGlY4N5YkeMtnT0mg0vP/++8THx7Ny5Urb56skSZhMpjz7vC1TpgzrN2yg9/3h8D59+jB7zhwaNWrEgAH9cXV14VZMjC3NQ1ZwyT2qj+Fhf0hWqxWTycjmTZvp2LEjRYoUsW2TJAlJUuTJt0Wz2czatWs5fvz4I4endTodDRo0YOTIkY8MCh92b3369kWv1zNy1Cg2rt+Ixk7zTENhVquVr+bMwdXVhZ49e7Jt68/UrVf3X3uFFy5chE/p0ixYsCBHEr5CoWD48OGs+/57du7YQa/AQNs34vLlytGvXz+OHjvGihUrKORZiF8O/EKXN7vY7sHf359mzZqxaOFCZkyfTqlSpbhw/jxFihRl4MBBr0zekuzJXI0WfH8Q9GYFSOBXAga2k3CQ3w4y2TNxcnLCZDJhMBiQJInY2FhOnz5Np06d8qzsl0KhwN7eHo1Gg6OjI4MHD8be3h6Atu3aUr5CBQTPPkQuy3tyoPoI2XXeHlYRwM3VlSJFivDrb79y4vgJOr/5//mcc2bPJjNTRwmv4jmO0Wq1z1xHVZIkfH19bcnp/8RoND5WjTwHB4eHBry9AgOZPWcOGzZtwM3VjWbNmj11m2cFzWLdunUs/eYbGjVqxNixYxk9ejRLly6lXr16Dz0mLi6OnTt38HqHDqjV6lxDM0ULF0apUJCSlkZaWhoeHh62bS1ataJli5YcPXqU+fPm0bx5M5o1b27bfvDgAXbt3EmpUqWYNHkyhQsXxsHeHncPD+rUkad1/xelZsCK3RB5R0KSspZIHdJeooyX/E9MJntW2T2n2f+zoqOjuXLlCu+++26eXzt7BvyDS7Vmp+HJXg5yoPoPdDodUVFRZKRnEBoaliugqufvz5DBQ/ns88+YMWM6hYsUJiAggIjwcDZs2EAlPz+GDR8O/H+OavSNaA4dOoRCoaBWrVq29aCfhFKppEmTJjRp0uSZ7zEjPZ2IiAg0Gg0mkylHMOjg4MDSpUvp368ff129+lSTi/R6PbNmBbFu7Tq+Xvg1bdu2BWDu3Lm8N+5dRgwbxpez59CyVcscx92+fZtRI0di0Ovpfn+y098NHzmSw0eOEHzsGEEzZzJjxgw87pfhKFWyJOXKluXgwQNcunSJUaNHU+qB0lih10KJiIigVClvChUqROnSpTGbzQghOHbsGEWLFqVCBTkp8b9CCNhyWHD0EpDVmUqPJhKNa+R3y2SyV4PFYkGv19uqqajVarRaLSaT6YW14cHRQyGEnOL1EpFzVB8iMzOTDz74gDVr1mA0GXl/wvusXr06x/Czvb097dq1pWyZMly9epV+ffuxcOFC+vfrj06nI/DttyleIqtH1Wq1otVqOXDwAN26dmPFd9+h0+lyXfdFfsNLTk5m2vTprF61mmXLljFz5swcOa0KhYIWLVqwbNkyfH0rkJqa+sTXuHv3LrExscybP583u3SxPe7m5sZX8+bSpm1brl69muO+r1+/zuDBg9m9ew/JqalMnjKV4ODgHOc9f+4cGzdu5M7du+gyM1m6dCnjxo3jbsL/r/9dr74/Wq2WajWq06dvnxzHZ/WQS0Rdj6Jnz540aNCAgIAAGjVqRMeOHVkwf/5D70f+YHs1Hbso2HT0/0tRNfQTdGkssko7y2SyZ+bp6UmrVq0IDQ0lPDwchULxwobcs6/14AikUqm0lYksKKtFyv6Z3KP6EDqdjnLlyjFr1iy0Wi3p6ek4ODhgtVpz5NM0eu01Vq5cSfDx41gsFu4lJdG2fTuGDB1iS+CGrHqi06dP58aNGzg4ONClSxeKFSuW45rR0dHMnz+fjIwM3nnnHapVq5an92gwGChdujQzg2YiSRIuLi4YDIZcPaftO3Rgz969thJW2RISEli2bBkRERH06tXroaublCpVitVr1zz0+h4eHnz2+ecPbZe/vz9NmzZFoVCQnJyca1JYZmYmJpOJYcOGoVKpMBqNqFUqdBk6uF8AoH///qiUSpT385QeZDZbcLC3p0u3rlSqVAmLxYLRmJVvHB4WRnpG7uVZd+zYwdatW6lUqRKjRo2yLfoge7ndShCs3AP30rJKUfkUFgyVS1HJZM9V4cKFGTZsGF26dGH37t00fyAVK69ZrVZb1R3bYxbr/1fhkXNUCzw5UH0IT09Pxo8f/1j7vta4Ma81bvzIfVxdXenbt+8/bo+Ojmb27Nk0b96c77//nsuXL+d5oFq0aFHGjh37WPuOHj0ad3d32++JiYl8/vnnlCxZEoVCwYkTJ57bMnwVK1Zk+vTpj9ynYUAADQMC/vVcb/fpk+uxy5cvs3LlCop5FWPy5MlUrFjRtq1f334sXrSY5NTkHMds27aNU6dOUadOHQ4cOEBgYKAcqL4C9EZYu1/icjSgAHuVILA5VPbJ75bJZK8ek8mUq2czLwkh2L1rN6tXrSYzM5OvvvqKZcuW4erqyvLly7lw/gJqjZovv/iCce+9h6Pji122Xfb45EC1ADAajaSnp+Ps7MyCBQty9bbmtwfrxEJW5YHU1FRcXV356KOPKPqMK1i9SGFhYZw7d47A3r1JSkoi+sYNvH2yIhOL1cKpkycpUbJEjmNSU1MxGAy89tprBAYG4ubmlh9Nlz1n+0JgzylB9hh/u7rQ3l/uXZHJ8kJ2j+aLGmqPj49n1apVODk7UblyZYxGo210LjUtlQoVKiBJsHvvXhoEBNCiRQv0ej2HDx/GycmJmjVrysFrASEHqgVA+fLl+fjjj5k2bRoVK1akX79+tqVBC6KiRYvy5ZdfMnfuXJYsWcLgwYPx9fXN72Y9Fj8/P+rVq8eG9evZtHETpUv7MGLECDQaDV8v+JqYmBj6DeiX45h+/frh7OzM119/TadOnWjbtm2udALZy+VSpGDlXjBas/JSq5UWDGgLdvLKuTJZnsguT6XValGr1bYh+bxSqFAhli1fhlartVUcyC49GBQUxNSpU221XLVaLUlJSfz0008cP36c48ePs2jRouc2Uih7NnKgWgDcuXOHEydOsGrVKkaPHs2ePXsYMmRIfjfrH6WkpHDw4EGGDRvGunXrWL58ObNnz87vZj0WPz8/li1fzvbt2zEajVitVu4mJCBJEm/1eouKFSvmyC8GOHHiBF5eXkyePJlx48ZRtWpVypcvn093IHtWyemwYi/cTpYQEng4WBnYVsKrkNybKpPllVq1atGuXTt++eUXihYtip1d3i6uolar8bxfCebvtFqtrQJBtrNnz7J79242b97M77//jo+PnANUUMiBagGQkZHB7Nmz2bhxI/7+/nTo0CG/m/RIJpOJNWvWsHjxYpo0aUL//v3zu0lPpFq1ak+UA3zx4kUWLFhAQEAAgwYNouQDpa5kL58fDkLwZQlJCVaT4K1mEg2r5HerZLJXm7e3N+3atWP06NHEx8czfvz4ApXmVqtWLbp3707//v0ZNWqUXKKwAJED1QKgVKlSfPvtt8THx1O7du0Cn/Pp4eHB3LlzuXHjBmXLlqVcuXL53aQ81b17d3x9fVGpVLz22mv53RzZMzh0TrD5CFl5qQLa1BV0baJArlAjk+W97Jn2YWFh+Pr6PlV97ryiUCho3LgxFStW5LvvviMzM1Me+i8g5EC1AFCpVNSqVSu/m/HYFAoFvr6+L01e6rPy8PB4ppW5ZAVD9G1YvhsyzVmrT5UuJBjUXoGrXMBBJnshsidUZeeoFiRXr15l4sSJdOnSBXt7e3nSbAEi9yPIZLJXXqYBVu4RhMdLCAF2SsGg9hLlS/z7sTKZ7Pkwm81A1qqFDy6gUxCUKFGCgIAALl++TGBg4D8u7y178eQeVZlM9sr7+ahgTwigBKzQ9TVoXTe/WyWT/bfY29tTuHBhihYtWuBWhCpSpAgzZ87EbDa/sFqvsscjvxoymeyVdjYMfvgVJFVWXmodX+jTGjkvVSZ7wTp16kSlSpVwcHCgdOnS+d2ch5KD1IJHfkVkMtkr6849WL4LktKzSk8VcoZhbwg8XeVSVDLZi+bl5YWXl1d+N0P2kpH7FGQy2SvJZIH1vwnOhIEQoBDQtzXULC8HqTKZTPaykANVmUz2Svr1jGDHCUCRFai2qS3o1Ci/WyWTyWSyJyEHqjKZ7JUTejNrln+6IWuJVF8vweAO4CAvkSqTyWQvFTlQlclkr5SUdMGqfYLrCQoE4GwnGN4JvIvJQ/4ymUz2spEDVZlM9krZcQKOXr7/i0XQoyk0qioHqTKZTPYykmf9y2SyV0bwRVh7EEyWrCH/16pC75aSXIpKJpPJXlLyx7dMJnsl3LwDq/YJUjIlBFCyEAzsIOHskN8tk8lkMtnTkgNVmUz20jOa4Ydfrfx5XUISoFUI+rQSVC2YNcVlMplM9pjkQFUmk7309pwS7D6lsJWial8PXq8v56XKZDLZy07OUZXJZC+1C+GwZj8YLSAB1csJ+rWT0Kjzu2UymUwme1Zyj6pMJntpJacL1hyAW0kSiKxSVP1bZ+WnymQymezlJ/eoymSyl5LFAut/FQRfAUmSUCugT0uJhlXyu2UymUwme17kHlWZTPZSOnpRsOWoRNaAPzSvBd2bCpTyp5pMJpO9MuSPdJlM9tK5ES9YuVci3SCBBKULCfq0BCd7eQKVTCaTvUrkQFUmk71U9EZYvV9w9RYgwF4DA9tLVCyV3y2TyWQy2fMm56jKZLKXyvZgwcHTChAgSdC1EbSsnd+tkskeX2pqKhHhEVitVuzs7PCt6ItaLZepkD0bg8FA6LVrGAxGVGoV5cuXx8nJKb+b9czkQFUmk700/oyE7w+AWYCkgDrlBYEtJNTyJ9l/QmpqKseOHSM9PZ20tDTMZjNqtRpXV1fS09PR6/UoFApcXFywt7fH39+fYsWKPZdrR0ZGEnLqFCmpqajVatzd3QFwcnKiWbNmTxRonjp5kmFDh2EwGinmVYw9e/ZQrFgxDh8+TFRUFM7Ozuh0OnQ6ne0YtVqNk5MTzs7ONGrUCBcXl+dyX8+b1Wpl9+7dxMbG4urqilKpxMPdnUaNGmFnb59j37/++ouTJ0/i4uJCeno6Pj4+NGvWLF/afOzoUQTQtGnTF3rthIQEjh4+TEJSEgDubu6o1CokSaJp06a4ubk99rmuX7/OwAEDiYuLQ1Iq2LJlCw0aNODSpUuEhITg6uqK0WgkLS0NIQQASqUSJycn7OzsqF+/Pl5eXnlyn89C/niXyWQvhbspgqXb4G5aVl5qISfBoHZQ+PE/x2UvudjYWIYPH058fDwtW7akRo0aREREsHXrVpo3b07t2rUJDw9n186daLRaNm/eTPv27R/7/D/+8CN6g57AwEDs7wdVsbGx7Ni+nU2bNnH6j9N0erMzer2e3bt3YxWC8uXKERwcjJubGyaTiZUrVuLh6UHXrl1RKpUPvU4pb2969nqLzZs3ExUVZQsa4uPjmThxIgkJCdSoUYNmzZohSRKSJHHmzBmCjx2jZKlS7Nq1i8qVKz/7E5pH4uLi2Ld3HwcO7MdgNFKpUiX27NpFKR+fHPslJyezaOFCLvz5J56ensybNy9f2puRoWPa9OlERkSwds1amrdskefXTEtLY/euXWzbtp1t27bSomVLSpQowaaNGzEajGi0Gg4fOULNmjUB+GnLFhKTkggMDMTZ2fmh5/Tw8KBLt67s2L6dkD/+wGQyAZCSksKcOXO4evUq3t7edOzYEY1GgyRJREZEsnv3bpQqJZs2beKNN97I83t/YqIg+CtGiJErhBizTojJ64VISM3vFslksgLEZBbi661WUXekEPVGCxEwRoj1v+Z3q2Qv2p9//inc3NxEqxYtRWxsrBBCiCNHjghAfPfdd0IIIVJSUsTgQYOEVqsVW7dufaLzBzQMEL6+viIhIcH22JGjR4Sri4twsLcXs4KChMlkEklJSeLt3r2FSqUSfn5+Ijk5WQghhNFoFKVKlhQtW7YURqPxX683dOhQ4ezsbLsXIYTYtGmT0KjVYuzYsTn2vXH9umjXpq0oUqSIuHDhwhPdV35ITk4WGzdsEAEBAcLezk5MnjRJZGRk5Nrv+PHjonr16rbX70WzWq1i+bJlws3NTaiUSvHeuHdfyHWjo6NF1SpVhVqlEgMGDBSJiYnCarWKj6ZOFWq1Wtjb24vz58/b9u/Qrr3wLlVK3Lx581/PvXjxYgGIo0eP2h4LCQkRRYoUES1atBAWi8X2eEpyihg5fITQajRiy5Ytz/cmnxO5R1UmkxV4v54RbDmcNdwvBLSoCZ0a5XerZC+aEIKePXowbfp02xBlZmYmkJWfB+Di4sK8+fNxdHREo9E89rlTU1MxmYy4ubnl7LESoFSpaNmqFZMnT0alUuHu7s7iJUsICwsnLCwMq9UKZPUkZqcePE4qgBDC1puarUWLFjg4OmI0GnM87u3jw4KFX/Pll1/mOqYgcnV1pedbb3Hy1ClCQk4xe84ckCQ+/PDDHMPZ1atXp27durz22mv50s7s3mphtoAkkZScjMFgQKvVvoCLQ9Vq1fjkk4/x8PAAYMaMGdy8eZMffvwRs9kMZL3HDUYDzi4u/9ib+m/q1auHt7c3ZrMZnU5ny111cXXhsy8+R63VPNHfy4skB6oymaxAi4yFFXsk9FmjWFQsDkNeFzho5VJU/zV+fn7MX7DANiz/oAeDN2dnZ76cPdv2e1JiIqdCQkhJTcVqseDs7IydnR2NGgXg4OBIXFwcI4eP4MzZs5QpU4aVK1fi6elJq1atUCgUmEwmDv9+mCVLljJmzBgkhYSrqyvdu3fnzz//RKvVEhYWxoABA7gZE0PhIkVYuXIlHh4eNGrUiMKFCwMQGhrKnxf+RCBwdnYmMjISOzu7HPeRkZFhC3z/ztfXl4ULF6JSqbh58yYXzl8ACUqVKkXJEiU4ceIkSKBUKLEKK1qtFn9/f0JDQ7kZfZNq1atRvnz55/FSPDaz2UxFXz9CQ0P5as4cqlWtSmDv3rbtmZmZZGZm5sjHfRwJCQmcOHGCalWrUrpMmVzbD/12CIVCQdNmj845DQ29xt27d/lo+jQWLV7Mpk0b6dG9O6+/8bptH4vFQkhICAkJCSiVSlJTU3FydKRZ8+bcvXuXs2fPolKpcHJ0pGWrVgCcP3+e8LAwLFYrDvYOuLu78VrjxrZzCiGwWCxEhEcwb+48Zn08CwcHB1RqNR07deLO3bsUKlSIhIQExo4Zy++//07xEiVYu3YtRYsWxd/fn9KlSwNZKSMhISFkZmbi5urKHRvQAgAAIABJREFU2bNnUShyFnUyGo22VIC/f9FxdXVlzpw5WK1W7t27R0hICCajCXcPd6pWrcrpP06jy9ShVKqQEFiFoH79+iQmJnDl8l+ULlOamjVrIkl585ksB6oymazASs+E73YLrt+VkCRw0giGdgCfonKQ+l/0JD0+2T1i8fHxfPjBB2zZsoXWbdpgb2/P1q1bUQBjx47jk/99SsLdu5Ty8aZIkSKkpKRw5swZCnl6UrNmTcqXL0/7du356aefmDJlCiaTiQnvTwDggw8/sF0vJiaGypUrc+nSJRISEggJCcHLy4t69epxKyaGrVu38s0333DjRjQNGjTgeHAwRrMJb2/vh7b/7/mtZ8+exWAw0LBhQwD27NnDe+++i8lsply5clT2q8TePXuwIlAqlVitVhQKJZ07d+LIkaMkJNxl0uTJBAUFPclT/syEEEyfPp2zZ87w1dyv+Onnn2nRsiVFixZ9pvPq9XpWrVzJvXv3WL1mDT4P5L9uWL+ed0a/w7Rp0/41UN22dRsms5ku3boSHX2TJUsWs+6HddTzr0eRIkWArCBvwoQJhJw6hVUIGr/WmDff7MxrjRtz7949PvnkEy5evMisWbPwLuXNjp07Wbp0CcnJyVStWo2TJ05g7+jAwAEDcHN3p23btlSpUoVOHTsx56vZfP31AvT6TL78cjYOjg5069aNbt26AXDlyhW8intRomRJUlNTOXfuHIULF8bPz4+UlBR27tjBypUrOXHiBI0bN+b06dNkZGSg0WhyBatCCBQKRY7e/qioKMLDw2ndujUAJ06coMubb2KxWHF1c6Vlq1Zs+2krFmFBpVQihMBoMtHxjTe4ceMGV678RcfOnVj/4495V7kiv3IOcpBzVGUy2UOs3GMVDd7JykutO0KIb3ZYhdmc362SFST79+8XgFi0aNFDt+/atUvY29mJ7t26icTERJGeni5Gjx4t1CqVUKvUYuqUKbZ9mzVrJmrVqiXS09NznCMuNk707NlTKJUKoVRI4q2ePcTO7duF1WrNsZ/FYhHly5cXnTp1yvH4hvXrhZ1WKzp36iR+//13ERcXJ/q+3UeoVCpRtmzZHDmqN27cEK6urmLgwIEiKSlJpKSkiFMnTwp/f38xffp0237Xrl0TS5YsEX5+fkKhUIgGDRqINatXixXffSe+//57MWDAAIGEcHF2FjOmTxdr1qwR586de6znNC4uTrz33nti0KBBYsiQIQ/9yd525MiRR55r6NChYvv27SIjI0P079dPqFQq0eftPiIpKUkIIcTdu3dFYGCgOHv27GO17UHR0dGiY8eOomnTpuJmTIwQIuu59nT3EJ999j9hMpkeefyli5dEvbr1xIIFC4QQQvz+++9CqVQKjVotTp8+bdvPYrGIdevWiZLFSwilUimWLl2a4zzvvvuuKO7lJeLj48X6HzcItVojXJycxYb160XMrRjR5c0uQqlQiOLFi4ugoCDbvWZkZIgPP/zQ9r5q26at+G75cmF+yIfcm2++KSpWrCju3r1reywkJEQULVxY1KpZU/z8008iPj5eBM0MEhq1Wmi1WhEcHGzb12AwiBo1aoiAgAARHR0tUlJSRGhoqOjUqZMIDAy05a3Gx8eLtWvWiFatWgmFJInSPj5i6ZIlYuWKleL7tWvFpEmThEajERq1RowZ/Y5YvXq1OHToUI681+dN7lGVyWQF0sm/YNNhyB4EDags6NVc4h8mUstkucTeimXxokXY2dvTpWtXWx7gV199xe24OLZt38G+vfuYPmMGGo0Gq9WK1Wq15QZmK+ZVjAXz5+Po4MDOXbvYvGULv/12iICAAD6aNo06deogSRJGoxGr1YrFYsFisaBUKomMjGTJkqU4ODgyePAQW/mjzm92ZvvOHbmuBeDg4MCvv/7KiBEj0Gg0XL58mQsXLtCrVy/bPr6+vvj6+vLzzz+TmprK2rVrqVChgm27QqHg+++/JygoiHffe++JnjcnJyfatm2LXq//x+FcIQSSJP1jj/CDMjMzcXBwoFPnzmzZ8hN79u5h9LXRNGjQ4JmGi0uVKsU3S5cybPhw3n//fd7o0IFp06bx/ocfMGnSpEceazQaCQ4OJjExkcqVKgFQvHhxfLy9iY6OJj4uzvYaKhQK3n77bTIzM3ln9Gi++eYb/P39qV27Nju2b2f7tm1MmDCBIkWKkKFLx2Q2snz5Mt66/3qtXLWSNq1bo1SpeP/993FwcACyXuegoCDUKhVrv/+eg78c5MiRw/y4fj3jxo6lfYcOtl5Ki8ViSxeArJn8ixctRpeZSZ8+fenStSuQ9b5asngxifeSctyvJEk4Ojpy+fJlxo0bh6OjI7du3eLw4cMMGjTI1vtatGhR+vbrx8VLl/j1119Zvnw5re73tkJWSsPChQvp17cfX82di1qT9/V/5UBVJpMVOPFJsGqPlaT0rA/PEh4wrCO4vvy1q2UvUEpqClcuX6Z169Z06tzJ9rhWq6VT584c/PXXrPUZ7+fsifuTm7KDgQcV8/Ji8ZIlDBs+nAnjJ3Dy5El27d5NRkYGB3/5BcCWW5p9DqVSSVJSEteuXaNr1660advGdr72HTrQpk0bfrl/7IP0ej1NmjRhypQptkB1ypQpJCcn59jPZDJhMBhwc3PLEaRCVnCoVCqp6Of3xM9bdqD6vLVt25bp06cxa9Ys3p8wgTVr1+Ll5fVMk8OKlyjB4sWLef3119m+dSvDhg//1yAV4Mb16yxduhR3D3du37nDjz/+iFqlokqVKty4cYNPPvmEFi1b5siHLlO6DFar4Nq1a6SmpAAQExuLg4Mjbdq1Q5IkDAYDEhJ6vd52nF6vR5eZiYO9PXq93haoAtjZ2RE0axZv9+lDUFAQWzZv4ffDh4mKjKSev79t0uDf35t6vZ4Lf16gVu3a9O3X13a+atWqMWLUSIKCgnI8r0II9Ho95cuXZ+LEibi6unL79m0mT55MWlra/VSR/08V0Ol0qFQqqlarluN5y8zMxGq1Ur5C+RcSpIK8hKpMJitgjCZYd9DK+SgFAtAoBP1bW6lSWs5LlT0ZhUKBQqXCw8MDJ8ec33ICe/emSpUqpKSk8qgwKTw8nN9++w2LxYK9vT0NGjRg2bJlNGhQH4Wk4PTp02zbuhXgob2DSqUShVJBocKFcswkd3BwwMXF5aFBsdlspmjRolSvXh0/Pz+6devG/Pnz8ff3z7FfdiBiNptzBEbZ24QQtqoITyr7+H/7eRKOjo689957TJkyhVMhIQwZPITLly4/8+pJJUuUwOF+QFn6b7Va/0laejqOjg5UrVqVP/74gyNHjnD4yBF8K1akUqVKnD9/np9++inHPZYuU5qmTZthMpk4ceIEN6NvEnLiBF27daVqlSoABAQEUKdOHT6aMpUf1v1A1PXrDOg/gNBroajVatv5EhIS2L9/P2lpaSiVSipVqsTChQvp2rULSoWC6Js3+fGBmf9/J0kSSqUSV1dXPD09bY8rFArbyMHfXx+z2Yyrqyt16tTBz8+Ppk2b8vXXX/PGG2889L0rhCAjIyPXY0Cu91tekntUZTJZgbLnlGDHiawPTSGgQ31Bh4byd2rZw4kHekMfts1sNnPo0CGCg4Np1KhRjm3ZPWB/P+bBc4WGhjJl8hQ+/uRjOnbsCECVqlVY/t1yDv32O1OmTuHrhQt5s0sX2z/7B4/PLti/d88eOnfuTIMGDXJse5iHtSt74YLMTB0g2Xr6HnX/j3r8UeLj45k9ezbJycmoVA8PE7J7jPv06UPjB2az/1sb1BoNH3z4IXqDns8++5y9+/Y+tIrDk5g3dy7CaiUwMJB1P/zAa40bU69evX/c32w2s379ejw8PJg3b16O66tUKlJSUvjr6lXW//gjffr0sW0rV64cb73Vk2NHj7B161ZK+5Tm1KlT1KxV07ZP9erVadOmDV/NmcOMGTMoXcaH0yGn8SpWjAEDBuDi6gpAYmIi06dP562ePRk/IWtyXuHChfl64de0a9+eefPmMWfOHAYNGmRbBe3B51KSJNRqNX/88Qfbtm2j6/2h/wf9/bWXJAmTyYROp7OtbFa3bl3q1q2LXq/HYrHg4OCAJEl58r56WvKnv0wmKzAuX4fvDwoMFgkBVPUW9GunQCN/pZb9g+y6kg/rlXOwd8Db25uI8HD27d2XY9umjRs5e+4cfhX9bDPshRBoNBpc7wcT2eePuRXD3r17c/xzrly5Cn379sXB3gHdA71OQgjs7OxsFQqyg+UrV64QHh5u289kMpF07x4ajSZHbUw7OzsUCsU/Bm9z5szhww8+wGAwoNFo0Gq1KJXKXPtrtVoUCgWOjo6PfgIfwsHBgQYNGtC0aVMaN2780J8mTZrQuHHjf11yU6vV5mqDWq2me7fu+Hh7s+K77zh58uRTtVMIwZzZc1i4aBHTZkxn6f3c0YEDBnD27Nl/PO7GjRucCD6OV7FiuLq6YmdnZ/tRqVQULVwEtUpFUlIS6enpOY5t36E97dq356+rV/n8iy+o6OfHm292sW0/fPgwGzduxM3NnU8+/YQJE95n247tbN+5g6HDhqG+H/g7ODiQnp7Orl27clyjWDEvBg0cSOHChUlPS8txryqVyhZgKhQKLBYLCQkJnDl9OkcbExMTAXIss6vRaFAqlWi12oe+tzZu3MiQIUO4deuWrX2SJOX6u8p+fz6YvpDX5EBVJpMVCCnpsHq/4GZS1seSm4NgcAco4fkvB8r+0y5evAhklfH5+zB6iZIlGD58OJJCyaqVq1i9cjUAGTodGzdtQlgsBAUF2XoNFQoFiUlJ7Nu7j31795KQkGCbzLJ582a+/OIL2/Xu3L7N4MGDSUhIoMn9CVLifvmf2NhYDuw7wK+//orZbKZK5cpYrVbOnj3LX1euoNPp+OKLL9i7ezeSJLF79y7CI7KC2AsXLqDT6YiIiCAp6f8nxNy7d49dO3eyYf1GDu7fjxCCuNg4bt26xb1797h27ZptX7PZzF9//YXJaOLq1av/WJf1n7i4uNCjRw/69etHnz59HvqTve1RdVnv3L5DREQEYWFhubZVrFiRWbNmkZGRQVRU1BMXm09OTiZoxkyWLFnM/z77jE6dOqPVapk9Zw4NGzakb58+HDx4MNdxsbdimf7RdOLj4+nUuXOuEk4A741/j0qVK/PH6dNM/PBDUh7IDS5RogQ+Pj5kZmYSHh5Os2bNc9RxDQ8P58aNGwhhxd7eHldXV1QqFTqdjt9++43Q0FAgq3dTpVJx8tQppk6dSkhICFarFZPJxKRJkzh69CitWrWyBZUKhYLklBQOHjjIgf37iYuLpVrVaiAE10KvERISgsFg4McffmDJkiUAHD78OxcunAfg2rVrJCYmEhcXx40bN2ztzczMJPjYMTauX8/2rdvQ6XQYDQbCQsMwm838+eefOZ6bixcvotfrCQsNy/EFLU893yICT0kuTyWT/adZLEJ8u90q6o8Wwv8dIeq/YxWr9lrE36r/yGQ2FotFLFmyRHh6eApAODk6io8++kikpub8/xEVFSXatWsvtBqNcHdzFxMnThRDBg8Rzk5Oonv37kKv19v2bdumjVCpVKKwZyHRqmUrERYWJo4fPy6KFCki1Cq1cHZ0FH6+vmL69Omia9euwl6rFSOGDxepaWlCCCEy0tNF9erVhUalFsWKFBHdu3cXUVFR4sK5c6Lxa68JZycnUaVKFREYGCjq+/uLKlWqCKVCKQp5eIppH00Thw8fFhXKlxcSCDs7O9GzZ0/xxRdfiNmzZ4uuXbuKQoUKCUdHRzF92nRx7tx50b5dO6FQSEIhKYS/v784d+6csFqtYuaMGcLN1VVISKKQp6eYM2eObUnXPXv2iOnTp4tdu3bl6esTFxcn3uz8prDTakXhwoXF4sWLH1ouauWKFaJixYriypUrtseMRqNYtmyZmDVrVo4yUQ+KiowSY94ZI9auWZNrW0aGTowbO07M/WpujhJi4eHhonOnTkKlUgm1SiXq1a0rDhw4kOPYc2fPif/973+idOnSQpKkrCVO+/cXMffLXwkhxJrVq0UhT08R0DAgR2kxIYRY98M6oVQqhQTCxcVFeHp6Cnd3d+Hk5CTc3d3Fe+++J4QQIiYmRtSsWVOoVSphp9WK0t4+Yty4cWL0qNHCXmsnOrRvn2O51B7duwuVSiUKeXqKJo0biz9CQsStmBjxVs+ewsnRUZQsWVL07t1bBDRsKOrWrSMUCoVwd3UTvXq9Jc6fPy9ea9RIKBVKoVQqRcuWLcWnn34q5s6dKwYPGiS8vLyEvZ2d6Nu3r7hy5YoYOWKE0Gq0QpIkUaZ0GbFz586s+16zRhQpXFhIkiScHB3F5MmTxa1bt8SyZcvE559/Lq5du/aP74dnIQ+oyWSyfHf0IvwULCEkQEDLWhJdm2QV+ZfJHiY7R3LU6FE4OzuTmZmJo6NjrsknpUuXZu5Xc9i3fz8Z6RlkGvQUL+7FrFkf071H9xwTnEaMGEHz5s3RGwy0bdeWsmXLYm9vT1BQELr0dKxWQUamDqPRSJWqVWnVsiW9334b5/vDo2qNhkkTJxJ1/ToAHTt1tK0etHDRIvbv20daRgYIwZgxY7BarRz67RBKpZJGAY3Q6XS81asXzs7OtoksqampCCGoXLky1atVo0TJkvTq1YuIiAhq16lD02bNkCSJe/fuYTAYsFqtuLm789748djb25OWloaLiwsmk4mff/6Z06dPExcXx8WLF2nTpk2eFWnX6XTUqFkD//r+6HQ67O3tMZvNuXJee771FocPH7FNzjGbzXzzzTekp6dz9OhRrFYrderUyXV+bx9v5s6b+9AcWgcHe+YvmI/JZMqRB2w0Gqlbrx7+9eujUqlIT0/P1dusN+hJTk5m6NChqNVqzGYzFoslx5K2gb174+jkhNlstq06ls1qtqJWaejV9y0qVqyIxWLBarWyceNGIsIjuHcvCavViru7O++99x53bt9GkhRZK3TpM1EoFMz65GO6de1KyZIlbecdOHAgderUQW8w0LxZM2rXqYNCoWDOV1/RKCCAu0lJWMxmAgMDKVOmDDt37kRYrVSpUpXMzEyat2jBGx07IkkSGRkZZGRkoNPpKOblxbBhw3B3c6N7jx4oFAqKeXkxfcZ01Go19+7ds61oJUkSw4YPx8XFBYPBQHp6OnPnzsXe3p5Dhw7h6uqKr6/v475FHpskRAFYNPjqLfh6P6i04KSECa+D59OtZyuTZTOZTERERGAwGPD29s6RkF4QZGRkcOfOHdsszaddw/lld/MOzFgNV26CAHwKCT4eJFGxVH63TCZ7dQghGD9+PB4eHgwaNIjExESqVKmSawWsF81kMnHlyhXKlCmDi4sLOp2OIUOG0K9fP3x8fFCpVLlKbxVUoaGh9Hm7D7dv3+a3Q79Rrlw527bw8HCWL1tGQmICX3+98KlycguasLAwJk2axIgRI/Dx8UGj0di+mD1Pco6q7JWVkpLCvHnzmDp1KtOnT+fgwYO2b4YFQXR0NBMmTKBVq1Z89tln+d2cfJGph9X7BJejs2b4O9kJBrdHDlJlsudMkiSmTp2KSqXi008/RaVS5XuQClkTq2rUqGGb+OPg4MDnn3/Ohg0b2LJlS46JbQVddHQ0586dI6BRAMnJyfz111+2bSajiWPHgjEZTf9YSeFlU6ZMGT788EM2bdrEgQMHbGWxnjc5UJW9stzd3Zk1axbffvstd+/eZcWKFU9dUzAvlCtXjgEDBqDX61m+fDm///57fjfphdt9SvDLeUACq1XQsYFEyzryeL9M9rwJIYiNjaV79+40a9aMWbNmvdBamI/LbDYTFxfH//73PwDmzZuXzy16fD4+PjRoUJ+ff/qJFs2b0+mNjsyfN4+lS5bQtUsXzp49S4P6DZ944lhBlZaWhhCCyZMnc+nSJdasWZMn13k1wvp8lD3LtCB8M5XlpFQqKVq0KGfOnKFBgwY0a9bsmQtLP08ajYZOnTrh4eHB8OHDWb9+PQ0bNsyRM/cquxAO3x+Q0N/v5K5bAXo1A5X8pyST5YnvvvuO8+fPExAQQIcHlucsSIQQTJs2DU9PT3x8fGjTps2/H1RAVKhQge9WrODHH38Esu7lbkICCkmia/duVK1alR49ejzTsrEFSXx8PGPHjsXPzw9vb28aNmyYJ9eRc1Sf0vHjx/niiy+wWq2MGDGC119/Pb+bJHsIIQTBwcE4OjpSq1at/G7OQxkMBk6cOIFSqSQgIOA/8aUnIQVmrhb8ESaBBEVdBUH9JWq9HKloMtlL6cqVK5w4cYJixYoV6P9ZR48e5cKFC9StWzfHAgmygkWv13PkyBGuX79OkyZN8HuK5XofR8HrUZXgeU/11el03LhxA7PZjLe3d66cF71eT2RkJEajkbJly+Lg4EB4eDhGoxFvb2/c3Nxy7J+RkcHy5cvZsWMHPXr0oHLlys+1vZBV2ywyMhKr1Urp0qX/MxNtUlJSuH79Omq1mrJly2JnZ/fI/dPS0rhx4wYKhYLSpUvnKkK8fv16Zs2ahSRJjB8/niFDhrzQb7NRUVEkJSVRvnz5h+ZaHTp0iPHjx5OZmcnw4cMJCAh4ovNfv36d9PR0SpYsmet9ClmB+p07d7h9+zaOjo4ULVr0ob3KycnJxMTE2FbrefB4jUaDj49PrtciPT2dmzdvolKpKFu27GMH2ELAj78ITl2VkJSgUUBgC+QgVSbLY5UrV86T/1fPW/aiArKCzc7O7sX0eOdJ0asndeWmECO+y6qjOulHIe483zqqJ0+eFGXLlhVubm5i06ZNubZfvnxZlCxZUjg6Ooq9e/eKmJgYUaZMGeHo6CjWr1+fa//NmzcLBwcHMXDgQJGQkPBc25rt3LlzwsvLS7i5uYndu3fnyTUKom3btglHR0fh5eUlLly48K/779q1S3h4eIgiRYqIw4cP59h25swZUaNGDVG8eHFRrFgxUaRIEXHkyJG8aroQQoh79+6Jbdu2ic2bN4s1a9aIqlWrCqVSKXr06JGjJp4QQly/fl20bNlSeHh4CB8fH6HVasWGDRse+1q3bt0SDRs2FL6+vuLkyZM5tlmtVrF//34xfvx40bRpU+Hk5CTKli0rAgMDxYIFC0RkZGSO/devXy+KFCkiXFxchJubm3B1dRWurq7C2dlZFC9eXAwePFjs2LEjRx3EiIgI4e/vLypWrCjOnj372O3+5YxVNB9vFfVGC1FvtBAzVllFmu6xD5fJZDLZf0jBmEylVSM0ShBWSNcjrsY819ObTCYSEhJITk7OtX4yZCVv3717l4yMDIxGI2azmdu3b9tqjf2dl5cXc+bMYe7cuXh65s2yOdlt+qc2v6oMBgMZGRncvXv3sWboGwwGkpKSSExMzLF/TEwMEyZM4Pr162zYsIENGzZgMpn49NNPiYl5vu+vB0VHRzNo0CB69OhB//79uXTpEhaLhc2bN/Pbb7/Z9ktKSiIoKIjjx4+zdOlSDhw4gI+PD59++imXLl16rGtt2LCBU6dOUalSJSpWrGh73GKxsHz5cgIDA5k7dy6HDx8mPT2dyMhI1q9fz7hx4+jWrRv79v3/kpJ6vZ67d++SmppKcnIyKSkppKSkkJaWRmxsLCtWrGDQoEHs3r3bdoy3tzd16tTh2rVrrFu37rFer6g4WLYL0g0SkgL8SggGtAWnZ1vqWyaTyWSvqIIx9F/cHalyCbgUD6jg9yvgWxyKPp+yFAqFwpY0/rDhSYVCgZ2dHQaDAbVajY+PD+vWrePo0aP4+Pjk2r9WrVrUrFkz16SX7AK4KpUKZ2fnHEuzGY1GMjIycHBweKzJMgqFAq1Wi9lsznEevV6PTqdDrVbj5ORkG6a1WCy2GXiOjo6YTCb0ej0ODg651vXNzMwkMzMz1xrMJpOJ9PR0JEmypRqk3V9rOHtY2WAwoNPpcHNze+QQelpaGlar1TbcrdfrycjIwN7e/pFrBGffq52dnW0/nU5nu6+/8/f3Z+3atSgUCqpWrWp7XK1WM3LkSAoXLkzdunWRJImff/6ZtLS0HDMuzWazbZ1lJyenHGVDMjIyyMzMxMHB4bHXNfb09GTRokXY29uj0+mYMmUKN27coFOnTjRv3ty2n0ajoVevXrz11lvUrVsXe3t71q5dS2xsbI71mf/JvXv32LlzJyqVir59+9peH6vVypo1a5gwYQIqlYoJEyZQrVo17OzsMJvNhIaGsnjxYs6dO8eqVauoX78+7u7utr8LZ2dnJk2ahJ+fHwaDAYUiqxD1zz//zM6dO1m7di1NmjTB3d3ddu3Nmzezb98+Ro4c+cjlFHV6wXd7IOqOhCTAWWtlcAeJ0l6vxsQCmUwmkz1/BSNQtdMgGleC0FgkowIpPh0RfA2pc11QvthO39OnT1OmTBl8fHzw8vLKEfzExMRw4MABtmzZQnx8PBUqVKB79+40bNiQkiVLsn37dj755BO8vb1Zvnw5Xl5epKen88svv7B7924uXLiAr68vffv2pVmzZk81u3vVqlV8++23VKtWjXnz5lGoUCEAIiMjGTp0qC042r9/P0ePHmXUqFGMGjUKgMTERA4fPsyGDRsIDQ2lePHidOvW7f/Yu++4qqv/geOvz+deuEwBGYK4UFARV0hgmntiZe6d23JVWmpp9W2YZcttlpmr1HJmair+NFcO1NybobhFL7LhrvP748ZNBJwYjvN8PO7DuJ/POZ/z4d6473vG+1CvXj0qVqzIwYMHGTRoEBqNhgULFpCdnU3fvn2xs7Nj0qRJCCGYPHkyJ0+epHnz5rzyyitUrFgxV8CanJzMxo0bmTlzJqmpqbRr146XX36Z77//nnXr1tG+fXvef//9O+aR02g0XL9+ndWrVzNr1iyMRiORkZFERkbmSqKckJDA4sWLbYFqiRIlAChRogQtWrTgjz/+oEOHDiiKQteuXalfvz4+Pj628vv27WPUqFEYDAa++OITN5QjAAAgAElEQVQL6tevD1gDvnfffZeNGzfSoUMHPvnkk9u2NzExkdWrV7No0SJcXFzo0aMHTZs2ZfLkyZw9e5ZatWpRuvS/yUFdXFwICgpi06ZNjB8/ntTUVFq1akWnTp3w9fW94/tg165dHDx4kAoVKlCjRg3b8ydPnmT8+PEYjUa++eYb+vXrl+fLWa1atdi5cycNGjTI9SVGCIGjoyOtW7fO9b4HKF68OKtWrWL9+vXEx8fbNk8IDg6matWq7Nixg61bt942UF2+HTYdUFAAFGj/vMLz1WSQKkmSJN1G0c48uInZIsTiv4QYNEeIofOF5Z0FQhw/f+dyd+Gvv/4Snp7W/aAXLlyY5/jhw4eFu7u7AESdOnXEjz/+KA4fPiwyMv6dOLd3717RuHFjodVqBdYNdAQgHB0dRbNmzURMTIwYP3684J/9fc+dOyeSk5PFyJEjbXXnPLy9vcWXX35p23s5P/v27RPOzs4CEL/99pvt+ZEjRwpABAcHiwsXLtie379/v61t06dPFyEhIQIQI0aMEEIIce7cOdG1a1fh5OSUqy0ajUbUrFlTbNu2Taxfv972/IEDB8SuXbtsP7dq1UqUKlUqV9lGjRrlakN2drb46KOP8lwjLCxM+Pr6CkB06dJFZGdnF3jfS5YsEYDQ6XSiXr16wtXVNVddTZo0ETExMXnOB8SGDRtsz585c0Z06tRJqKqaq3ydOnXEkSNHbOetXbtWaDQaAYjly5fbnjeZTKJ+/foCEB06dCiwvUIIodfrRf/+/YW9vb3tOqqqirp16wofHx8BiNGjR+e5z0qVKuVqGyBKlCghPv30U5H6z97hBXn//fcFIEaOHJnr97l06VKh0+lE48aNRVpaWoHlb91ze/78+bbr3/z7yfHLL78IQPj7++c6brFYxOTJk4VGoxG9e/cWJpMp3+vtOylEi5EWET5UiIghQgybbhHJBTdPkiRJkoQQQjwaPaoAqgL1QxBHL6Jcy0RJNyG2nUAp6w2ODz85bs5+vwMGDKBjx465hpnPnTvHqFGj2LRpE9WrV6dZs2bY29uTlJTEypUr2bBhA++88w7du3dnzJgxxMTE4ODgwG+//cakSZNwdXXl1Vdfxdvbm0OHDrFq1SrGjRtHaGgoTZo0uad25vTCOjk55ZoSkDN9IS0tjWLFivHee+8xb948FEXBYDDw8ccfs2jRIsqUKcNLL71EsWLFyMzMJCoqigMHDjBixAhGjRrF2LFjiY6OxtHREYPBgE6ns6VPat68ORUqVODs2bOsXLmS7du3s2zZMl5//XXA2js5ffp0jEYjbdu2pXLlymRkZLBlyxYuX74MWIf072bVfXZ2NqdOnaJ9+/aULFkSvV7PunXr2LhxIwsXLuSDDz4ArEP8Wq0We3t72/QOs9nMhAkTWLx4MY0bN6ZOnTooisL+/ftZvXo1c+bMYfz48Wi1Wuzs7GzTPm7u4VYUxfYeuFPmgTVr1vDzzz/j4OBA586dKV26NMnJyURFRXH16tU85+/atYvRo0cTExND48aNefbZZ1FVlfj4eJYtW8bYsWNxc3Nj6NCh+V4vKyuLhIQEVFUlJCTENpXBYDCwfft2DAYDpUqVuu0Wffn1aKuqSmpqKjNnzqRMmTKYzWYURSEjI4PVq1cD0KVLl1x7OSuKQrVq1XB2dub8+fNcv349V481wNUb8N3vAn26NRWVr7ugfyuFYo//DoKSJEnSQ/boBKoAJdxQnq+EWLEHRdGiHD0PB89A7Yp3LvuAcoInV1fXXB/wQgg2bdrE5s2bqVmzJjNnzuTZZ5+1HXv++ecZMmQIy5YtIyIigj59+nDp0iWEEKxZswaj0cibb77JmDFj0Gq1nD17Fl9fXzQazUPbbqxYsWK0bt0aZ2dnLBYLBw8eZMWKFfj5+TF58mTatGljO3fLli0MGjSI3bt3s379ekaNGkWtWrUoU6YMe/futQUrw4YNY9SoUTg4OHD16lXi4+PZsWMHe/bssdW1bds2EhMTad++Pd99951tWkJ0dDR9+vTh2LFjiLtM26uqKu+99x6DBw9Go9EghODHH39k4MCBbNy4kb59++Lv759v0HvmzBmioqKwt7fn/fffp2bNmiiKwqlTp2xD1BcuXMgz//jWtt1NW1NTU4mKiiIrK4uBAwcybtw423zWtWvX0qdPH65cuWKry2QysXLlSmJiYmjbti0TJkyw7Y2cmppKuXLlGD9+PAsXLqRTp055gj6wTjM4c+ZMrrnEYA1gjx49akspda+0Wi0ZGRlMmTIlzzFnZ2eaNGlCv3798iQJd3V1xd7ennPnznH+/PlcbTaZ4af1goPx1sVTGougb0uFkMLfDlqSJEl6Aj0aq/5vVjsQUemfOXoWLWLLCURi8gNVabFYbD2md3LrFpspKSksWbIEi8VCo0aNbEEqWIPbNm3a2JLc/vzzz8THxxMeHk58fDwbNmzAzs6OunXr2nqwypYty+eff87EiRMfWgL62NhYtm/fjl6vp0WLFixatIjr168TGhpKy5Ytc53boEED224SK1asIDo6mrCwMNviG4vFgkajoX79+raeRRcXF9scxZyAKDU1lb/++guAiIgIW5AK1gVPt5u7mB9HR0caNmxom1+pKAp16tTB09OTPXv22K51s5we5i1bthATE4MQgjFjxtCmTRvatGnDG2+8gV6v59ChQ7YA+0Fzqp4+fZqtW7cCULt27VyLrurVq2ebM5sjISGB5cuXA/Diiy/aglSwBnxdu3bFx8eHv//+m//7v//L95pnzpzh4MGDaLXaXL29qqra5pze7fv9ZkIIVFWlbNmyVKlSxfYaFitWjLFjxzJnzhyCg4PzlMvp0Y6Li8u1tzXAumjBbzsVhGrNn9rmeYVWMn+3JEmSdJcevUDVxRGlSTWE7p9PtgQ9Yscp63/fJ51OZxvWzW/Vv1arxWKx2Fbr3yw7O5uEhARbPfmVzamzRYsWPP/88+h0OvR6PUlJSaiqmueanp6edxxOLkhBvXwajcYWqEVHR5OVlUVkZCSOjo7ExcUBBQ+75wSbdevWJTIyEm9v71zHFUXJdd2cADbnGPy7QQGQ77Z8d1o8dStFUfJtq0ajISMjg2vXruU5ltPGzMxMW7YEVVURQmA2m9HpdERGRlK/fv07JqfPKXsnqamp6PV6W5vvVEdqairnzp0D8n8/OTk5YW9vT3Z2dp4vTTnS09NJTU1FUZRc9+Hk5GSb5pCcnHzXvdc5TCYTHh4eTJkyhdWrV7NgwQIiIiJITU3l8uXLBS7yUhQFVVUxGo22LBEAJxME8zdAtnWXYaqVEfRsDnaP1jiOJEmS9Ah7JD8ylIolETXLwu54FI0W9sZDjbJQLu8w6N0oWbIkISEhXLlyJd8Pf4PBQEZGBkFBQbnyUYJ1yLNq1aocPnyYpKSkPGXT0tJISkqiWLFidOzY0dajVaJECfz9/bl8+XKeax47dgwXFxf8/f3vebvMnADx1uFds9mM2WyNCFq1akWjRo1sdVetWpWVK1facrLeHCCZzWZboNW5c+d8dze6+boFKVasGKGhoRw5ciRP7lkhRIFBV0FMJhM3btzI85zBYMDLy4uAgIACy1arVg1vb28sFgsLFiygVKlSmM1mNBoNJpMJs9mcaz6rxWJBCJEnwDaZTHdsp6+vL4GBgezfvz9PvtvMzMw8z3l7exMSEsLevXvzfT9duXKFlJQUSpYsSc2aNfO9ZkG9wKqqEhYWhrOzM0eOHOHEiRP59oAmJSURHx9PQEBArjRjQgg0Gg3ly5cnICCAgIAA3Nzc6N69O9988w1BQUH079//jr8TgBupMHMNnEm0pqJycxS8+hL4Ppy0w5IkSdIT6tHrUQWw06DUC0Z4OgMCRZ+F2Hwcsu6cUDw/Pj4+hISEIIRg1apVxMTE2IKIK1eusHTpUsxmMxUqVMDf3z9XWWdnZzp27IhOp2PdunX8+uuvpKWlkZ2dTWJiItOnT+f06dOUKVOGMmXK2MoFBwfTpEkTzGYzK1eu5OrVqxiNRnbt2sXQoUPp1auXbcj4Xvj6+qLVatHr9cTFxWE0GklMTOSXX36xBYOOjo65AuB27drh7+/P3r17mTVrFnq9nqysLJKTk5k/fz5btmzB3d091yKZe+Xg4GDbk3n9+vUcPnzYlld28uTJ7Nu3757qy8rKYtKkSZw9exaj0cjVq1dZvnw5er2eWrVqERYWlqdMTg9i5cqVCQoK4vr166xatcoWnJ85c4ZPPvmEiRMncuXKFQA8PDzw9vbGbDbb3hcZGRmsWLHClnj/dtMDAgMDadasGQCrV6/mzJkzGAwG9Ho9CxYssPWe5ihZsiTt2rUDYN68eWzfvt32XoyNjWXq1KmkpKTwzDPPFPh6lCpVikqVKmE2mzEYDLmO1axZk+bNm3Py5Ek++OAD9u/fT0pKii2P7ZEjR3j99dfp1q0bX331FcnJuafVWCyWXF8qIiIiePfddzGbzUyePNk2unAzs9mM0WikVKlSVK1aFQEs3yrYehCwgKoIujWBiGCZikqSJEm6N49kjyoAZb2gdiCsOQCqCvvjEVX8UcLvba4jWIeiW7RowfLly1m2bBlHjx7Fz88PVVVJSkriyJEjuLi40K5duzxD/2Cda9i+fXsWLlzIa6+9RrVq1bC3tyc5OZm///4bV1dXBgwYkGsRiYODA23atGHt2rX88MMP7N27l+LFixMXF0dsbCz+/v53HA7Pb+i2du3alCpVijNnztC7d298fX1JSkoiLi7O1ut56w5BVatWpVevXowfP57Ro0fz66+/4uLiQmZmJocOHSI9PZ3hw4cTEhKSbxvya0fOczcfa9CgARUrVmTbtm106NCB0qVLk5mZyf79+++5RxVg2bJlHD9+HD8/P1JTUzl06BBarZYWLVrYFqLltO/mdnh7e9O6dWt27NjB6NGjbblNExISOHnyJM2aNePVV18FoEKFCtSuXZuEhATGjRvH0qVLMRgMnDlzxpap4HZD6BqNhubNmzNv3jwWL17M8ePH8fHxISUlhdjYWNtmAjd7+eWXWbVqFTt37qRLly4EBgai1Wq5ePEix48fJyAggMGDB+f7XgTrPOfq1atz6tSpPL3Xnp6evPPOO8TExLBs2TKio6MpU6aMbfOI8+fPExcXh5OTEx4eHrbe9fxezxydOnXi999/Z9WqVcyePTtPHtycQLtatWo888wz7D0Fi7cqqFprzq16VaFDAxmkSpIkSffhoSfAehBJacLy9Wohhsy35laduEaIpPtLvpidnS1+/PFHUatWrTy5NcuXLy8+//zzXHlTbxUXFyf69OkjSpQokatscHCwmDFjRr45UTMzM8X06dPz5MsMCwsTy5YtE2azucDr7d6923b+kiVLbM+np6eLYcOGCUdHR9vxKlWqiOHDh9vua+7cuXnq0+v14t133xXlypXL1ZYyZcqIDz74QNy4cSNPmZvzqq5bt872/I0bN0SDBg0EILp27ZqrzKxZs0RAQICtnE6nE7179xa1atUSgOjRo8dt88cuXLjQVnbAgAG5fndOTk6iX79+4urVq7bzFy9ebDseFRVle/78+fOiY8eOtvy5OY+WLVuKvXv35rrmokWLRFBQkO0cFxcXMWTIEFsu2rZt2xbYXiGsOVe/+OIL4efnZ6ujePHion///sLb21sA4s0338xVZufOneKFF17Ik2M3IiIiVz7X/JjNZjFkyBABiClTpuR7zu7du0Xbtm2Fm5tbrvqdnZ3Fs88+K2bNmpUr/+qsWbNsr9eOHTvy1Ldy5Upbvtnff/8917EVK1YIR0dH0bNnTxF7IUv0/0aIZ4cKET5UiA4fWsTpwkmHLEmSJD2FHt0eVQB3Z0S9ynB+B4pZgdirsCcGmlaHe1ytbW9vT9++fWnUqBF79uxh06ZNZGVlERYWRsOGDalcufJtezgDAgKYNm0aR48eZdu2bcTGxhIeHk69evUoX758vmUcHBwYPHgwdevWZd26dZw8eZIaNWrQunXr286xBOsc10GDBpGVlZVrxbyTkxOffvopERERbNiwgbJly9KzZ0+cnJwwmUwkJSXlOy/Rw8ODsWPH0qNHDw4cOMCxY8cIDAwkPDyc4ODgfBcOlSlThv79+6MoSq5pDTqdjjZt2uDn50fz5s1zlenXrx9NmjSx7UzVsWNH6tevT6dOndi3bx9ubm63XaQUFBREjx49cHd3Z9SoUWRlZbF48WLi4uJo06YNzZs3zzXHNmfepFarzdVGf39/5syZw4EDB/jzzz+JjY2lSZMmtGjRIs9isU6dOlGlShUWLlxoa3OdOnX44Ycf2LhxI61atbrNK2XtVR01ahT169dn0aJFaLVaOnToQEhICGXLluXAgQPUq1cvV5natWszf/58Dh8+zLZt24iLi6NOnTpERkbmmX5yK1VVba/Zli1b6NGjhy0LQ47w8HDmzJnDkSNH2LFjB4cOHSIoKIjnnnuOypUr59olC6BKlSr07dsXV1dX/Pz88lyzefPmTJw4kb/++ss2p1dRFIxGI5s2bcJsNlOiZAC/7dRxINaaFtnRHvpGCgL9ZW+qJEmSdH8UIR5gOf1/QBhM8PM2lL/PgaogPHTQvzFKaa87F5bytWbNGjZv3kytWrXo0qVLodSZnJzMpEmTuHz5Mm3atKFFixa2YydOnKBTp06cOHGC7777jr59+xbKNZ9mR44coV27dty4cYP169c/tFRnd3Lx4kWaNWtGeno6bV+dz7HU+iSlAgK6NhQMaaNgnzcJhCRJkiTdlUe7RxVQ7LXQIBhx8hJKhgXlWjpi6zHoUhfuccW8ZF3JPnv2bJYvX07t2rVp3bp1rtyf90tRFNvGAj///DP16tXDzs4Og8FATEwMMTExVK5cmYiIiEK4Cyk4OJjnnnuOhQsXsnPnziILVA8cOIBer8fRuzanU0O5kWYd7AitIHiluQxSJUmSpAej+eijjz4q6kbckYczZJlQ4q4AKoo+FeHrhuKbfyolqWBCCE6dOkVqaip16tShefPm95zjND86nY7g4GDOnTvHpUuXOHz4MCdPniQmJoa0tDQqVqzI+++/T+PGjR84yb5kHf53cXFh8eLFHDt2jFatWj20nc4KotfrGTFiBCfjrhHYaBIZmgqgQEl3eKuDQoXbz2CQJEmSpDt65If+ba6lIGZvRjmXAsKCpaIXSt8mKC55k6ZLt5eZmUlWVhY6nQ5HR8dCDRwvX77MkSNHWLNmDYmJibi6ulK3bl3Cw8MJCgqSQWohyszM5KuvvuLChQsMGjSowLyrD8v58+eZMGEyG08E4Vi+H0LRoCJ4sy10aSxfZ0mSJOnBPT6BKiC2H0dZuhfMIIQR2oejNKpa1M2SCpCTZF96uHLSkt3NTlqF7a+jFsYtUrmeDAiIfFbwblcFB/s7FpUkSZKkO3o0E/4XQAkNQARb905XFHvYcgwu593dR3o0yCD1v3G3270WtrhL8OMf/wSpQHAZQe8WyCBVkiRJKjSPVaCKkwM0CkG4aAGBkpiB2HYCzLff3lOSpMKVmQ0/rbdw9Kz1Zxd7QY8mUM5XDvlLkiRJhefxClQBJdAPagWAsFjTVUXHQuyVom6WJD1Vlm0TrP9bBQUQgo4NoGFNGaRKkiRJheuxC1RRVZR6lRG+LoCCmmFG/N9hyDbesagkSQ9u3yn4eQNY/tnvqm5V6NQItHKmhyRJklTIHr9AFaCEOzxfCSHMoKgoxy4g9sYWdask6YmXmAQz1wj06QoCKFVc0LeFQnFX2ZsqSZIkFb7HM1AFqFUBUcnXOvSIBjYfQ1xPLepWSdITy2SG+ethf4w1qb9OAz2aKVS9/W7AkiRJknTfHttAVXF1RG0UAjoFFFAuJMNfJ+HxybYlSY+VqD3w+06BoigIC7xUW/Bi7aJulSRJkvQke2wDVQCCSyFqlgGLGVQNyo5TiJjLRd0qSXrinDxn4cc/BFkW6xfD6uUE3Zsp2MktUiVJkqSH6PEOVDUqSqNqCA9H689pRsSWY3JhlSQVopR0mP2Hwjm9dV6quwMMeEGhpGdRt0ySJEl60j3egSqAvwc0qAJmAwhQD51DHEoo6lZJ0hNj6Rb484ACAjBB50aCiCpF3SpJkiTpafD4B6qAEh6IqFACVBWEBrHxMCSlF3WzJOmxt/Oo4JdNFtCCUKBRTUH7BnKFvyRJkvTfeCICVdycoGEV0JgBgXohGXadLOpWSdJj7Xyi4PvVkJxt/TNR1hsGvAhuzkXcMEmSJOmpoS3qBhQWpUY5xKEElL/Pg6oidp6GKqVRynoXddMk6bGTkQ0/bYCjCQqqYt0itX8rhUD/e+9N1ev1jB8/nqtXr+Lk5ISqqmg0GoxGIyKfLB2KomA0GjGbzbi4uDBw4ECqVJFzDSRJkp5GT0ygip0GpXFVROxVlJRslOvZiG0nwNcddHJpsiTdi6g9gtW7FRQFhBlejBA0D7u/IX9nZ2d8fX2Z8M03CMDJ0ZFPx42jYsWKpKbmzX2s1Wo5deoUX375JUlJSTRr1ixPoJqens6FCxfQaDQ4Oznh6+eXp54bN25w5coVdDodZrMZrVZL2bJl7+seHrYrV66g1Wrx9JQr1CRJkm725ASqAOW8ISIA1h8BxQ7+jkNULY1Ss1xRt0ySHhuH4wRz1wlMFmugWqui4JUW1p7V+6HT6Xjrrbdwd3PjrbfeIj0jg927d9O1a1d8fHwKLijgf//7AI0m796ser2eIYMHc+DgQUqXLs0XX3xBs2bNcp1z/Phxhg0bRuLVq2RmZvHmsDd599137+8mHrIP3v+AuPg4vvzyS0JDQ4u6OZIkSY8MzUcfffRRUTeiMCk+7ojTl1FSslAsKkp6JlTxl72qknQXktNh0jI4dt46L9XHVfBOV4XyJR98AdUzoaF4e3vz5+bNHNi/n+PHj/Pcc8/h7u6e7/k6nY4tWzZTt25dQkJCch1zc3PDy8sLrUbLrl27Wb9+PSEhIVSoUMF2jpeXF8WKFWPj//0fjRo1YuTIkbi6uj7wfRS23bt3M/GbCRw4eBCdvT0tIyOLukmSJEmPjCcuUMXRHsVOA0fPWZcpJ6UjXOxRypco6pZJ0iPNYrHOS125A1AUNMBrL0Lj0MJb5R8aGoqHhwdRUVGcOnWK2NhYIiIi8PDwyHOun58fNWrUICAgAG/vvHPNg4KCaNGiBdHR0URHR7Nnzx4qVKhAYGAgAHZ2dgQHB3Ps2DH6D+ifJ9i9HaPRSFpaGjqdDkXJff8WiwW9Xo9Op0NV1VzPZ2Zmkp2dTVZWFllZWbbyN5KSMBiNZGZmYrZYsL9pp4QZM2aw8f/+D6PRSHJyMpUqVqJ8hfK24+np6WRkZGA2m8nIyMBkMmFvb28732QykZ6ejr29PaqqkpmZSUpKCgaDATs7u1xtlCRJetw8mX/BqpdFBJe0/rdQYcdpuKgv2jZJ0iNuy0HB0q2AqmAR0DTUwot1Cj8VVedOnagYFITFYmH1mjW8PXw4p07mzdKhqir169cnODi4wLosFgs+Pj68+uqrXLx4kTffeJP1a9diNpsByM7Oxmw257to63YuX77M22+9zWfjPrPVBWA2m/n4o48YPmw4KSkpucpER0fTo0cPunXrRufOnZk4cSImkwkhBAsWLKBjhw506tiR7du22cpkZWWRmpJC/wH9CY+I4NTp0xw8eDBXvWvXrqVbt250796dzp07s27dOgCuXbvG22+/TceOHRk+bBjnz59n4/9tpGfPnrY2fPLxJ5w8eZJTp07lOx9YkiTpUfdkBqqO9tCwCsJRtSYpv5yG+PMoZGYXdcsk6ZF05hLM36CQnAUIqFRS0CdSwUlX+Ndy9/Bg/JdfUqFCBYQQrF6zhq+//hqD8d53lMvKykJVVVq2bElYWBixsbGMGTOGs2fPAtZANudxLzw9Pan9XG1+/HEWn40bZ3t+7Cef8NNPP/HCCy/g7Jw7T5fFYmH/33+z9o8/2L9/PxHh4djZ2aEoCm7u7uzevRtfPz+qVq1qK7N582ZWLF9Bm5fb8OGHH+Lg4EBcXCzJycm2c56pWZMkvZ7Vq1aRnJxMRESErY0VK1bk7337aNioEWlpaQwfPpzt27bRokUL3FyL8cUX42nXrh0jRozg0qVL9/z7lSRJKmpPZqAKKJVKQu1AEGYUB2eU+OtwPa2omyVJj5z0TJgbJTiWAAgo5ijoFwkBvg8vsX9kZCSTJk0isEIFLEKwdetWtm7efM89n6qqkpKSgru7O5+O/ZTg4MocPHyYP/74A7AO/99rnQBOTk7079+fL7/6inlz5/LRhx8y7tNPWbhgAVOnTqVzl87Y29vnKhMREcGMGTMIDAxEVRQys7IAay/spo0b8S/pz7fffou/vz8AaWlpLF26jDKlS1MhsAKlS5fG2dmZhYsWsWPHDlu9FQID6dW7N1qt1pbWC0Cjqly/do3uPXrQp08fLBYLcfFx9OzVi7feeosp06byUuvWnDhxgmefffaRzXggSZJ0O09soIqioNSpiPB1RfjYI5pVBc9HbyGFJBUlIWDldsGGfQqo1j8I7Z5XaFjz4e8+1apVKyZPmkTFoCBi4+JYtmzZPfd8ArZAtPZztZk2fTqVK1fmgw8+YP78+Wg0GhwcHO4rWAXo0KEDU6ZN44cffmD69Ol8O2MGL7z4Yr7najQaWkZG8lLrl7iWmMjUqVNJTU3FYDCgT0qiU+fOuLi42M6PjY1l0YKfad2mDa7FiuHi4kKjho1ITUllyZIl3EhKsp3buXNnaj7zDHt272b+vHkAnDp9mhkzZuDu5gZYe3Tt7OyI3r2b48eO4evrS79+/XDQ6fD09ESnewjd45IkSQ/Zk5We6la+HtC9HoqzPfi4FXVrJOmRs+sYLNoMpn/iuLohgq5NrGmp/guRrVoxc+ZMHB0d6dmrV76pqO5GzjzSBg0aMGXKFDp37szIESMQZp1XoWMAACAASURBVDMajSbPgqh70axZM0r4+GA0mWh6Swqs/HRo34E/Vq/h8OEj/LHmD7RaLceOHePrr7/OdZ5er8fB0ZHfVv7G0WNHcXBwICUlBTs7O1avWs0rr7xCo0aNAHB1dWXga68xYO9eli9fQfsOHZg2bRqBgYG079ABsPYCVyhfnh07dvD60KEMe+stfpw1C6PRmGeagiRJ0uPiye1R/YcS4C2DVEnKR0Y2LN0muJZhDUz93ASvNAV3lzuXLSxHjx4lOTmZcZ99xnPPPXfP5RVFsT1yRERE0KRJE65fv87bb73N5s2bcXO7v78BycnJDBk8mKysLCxmMwNfe43s7NvPdX82PJwmTZtxIymJ335bQVTUepycnHIFi2azmdHvvkt4RASTJk2iX79+dO/enf99+D86de5E0o0kvvvuOzIyMgDrJggtIyOpVq06x48fZ8mSJWzZsoWGDRvZ5ryWKVOGl1u/jM5ex+mYWCZOnEjCuXOMHj2Gtm3b3tf9S5IkFbUnu0dVuicXL15k7R9r0Wg1ODk5oSgKFosFk8lEo0aNKFmyJMePHWP/gQO2ni+TycQzzzxDYmIiZ8+exdHREYvFQlpaGkIInJ2d0dnraNq0KcXcihXxHUo3s9fCc5XhZALoUwV9WkKNwP+oKxU4f/48b7zxBl5eXoSHh99XHfb29tjZ2eHo6Gh7zsnJiY8//hi9Xs+mTZswCQta7b3/qdNfv87bI0ZwYP9+Fi9disVsps3LLzN40CCmTJ1aYC+loigMeHUAf/yxhhW//YaLszOzZv2Ir6+v7Zy169YRGxfHJ7172xZH5bh86RJRG6LYuXMH0dHRNGzYEAAfHx9GjBxBz549mTJ5MmXLlGHUO+/Yyp09e5bFS5ZgNBr57LPP6NylM6qqyvRUkiQ91mSgKtlkZWWRkJDAwkULiYuLw2KxoKoqrVu35vnnnwcgIyODqVOmEB0djaKqVK5Umbnz5nL69GkGDRyE2WxGo1Hp2KkTLi4uzJ8/H4SgT5++fPHlFxQrJoPVR4VWAx0aKvh5CS5cgxbh/12QevHiRXq+8go6nY6vv/76vrcOjYqKYtfOnfj5+VGtWjWcnZ1RFIVKlSrx3Xff0atnT/7+++9856jmvL/zc+3aNUaOGMHBAweZO2+erdfy1yVL6NShI0OHDGHqtGm55pzeLCAggI4dO/HlV1+SlpqGi4uzrdd33bp1vDpgAP5+fvTu3TtP2VYvvEDDBg1ZsngJgwcOYuq0qTRp2hRVVXFxdkZVFNLS0zGbLbi6/nv9jIwMrl1LxGAysmTpEhLOJdjSY1ksZvx8S9KtezfbpgdCCIQQMpCVJOnRJiTpFnv37BE1a9QQqqoKO61WzP5xdq7jb7z+uvBwcxNjx44Vx44eE0IIYTabxcSJEwUgOnfuLDIyMoTJZBJr1qwRzZo2E3ZarXjzzTdFWlpaUdyS9Ai5cuWKePGFF0XTJk3EuXPn7ni+yWQSZrM5z/PR0dGiakhVoaqqKOZaTEyZMkWYTKZc5xw+dEjUrl1bbN26Ndfz8fHxYujQoaJNmzZi48aNeepOTEwUv/zyizh04GCeY3v27BHz5s4VKSkpt233rp27hLubu+jYsaO4du2aEEKI3bt2icDAQGGn1YoypUuLzp07i6j163OVGdB/gKhYsaJwdnIWqqqKsNBQsX//fiGEEJcvXxadOnYUjo6OYubMmcJoMNjKnjx5UlQIKC9UVRVYE/PZHhqNRpQpVVqcP39eCCFEenq6+PTTT0VkZKSYMWPGbe9DkiSpKMkeVSmPWmFh/Dh7Nn169+bI0aNMmDiBOnWeo1LlyvyxZg0//fQTlYODee2112w7Bqmqalv4ERERYRuKbdWqFYmJieyO3s3WrVvJyMiQCzuecm+8/jrHjh3lzz//pFSpUrc99+yZM0yZMpWBgwYSFBSU65i/vz8zvpuBTqfDYDDg4eGRp3cwOCSEyBYtc614v3r1KmPHjqVHjx6sXLnSlnP1Zl5eXnTu3DnfNoWFhREWFnbH+zRbTHh6FufFF1609RiXKl2aH3/8EWdnZ8xmM0lJSVSsVMlWpkyZ0nTu0pnefXqj0+mwWCwYDQb8/PwAKFGiBN/OmMGod94hNDTU1ksrhOD8ufOkpKTQuWMnRowaaaszav16FixYiJ39v3/uP/74Y6pVq4anpyfx8fF3vBdJkqSiIgNVKV+hoaHMmTOHPn36cPTYMTb/uRn/UqVY8dtv+Pv788WXX+bZ1jItzZqnNuuf/JE5wmrVwsvLC0VRcg3B7t2zl7j4OMC6r7ufrx/hEda5ivv3H+D8uXMIBGFhYWSkp7N33z4cHBxwdHSkevXqtg9v6fFx9OhR/tz0Jz1796LMXeT1XLBgAd9//z2vDnw1z7GSJUtSsmTJ25ZXFYXhb7+Vaw6rnZ0d7u7uHD16lIED8wbAhWXz5i1Ur1Gd9h3a33Wb/UqWxO8O9+Tp6ZlnqkRaWhqffPwxjo6O9O3bl9DQUNux0NBQatSowccff0xmZqatjri4OJo0acKAAQMQQjxQZgRJkqSHRQaqUoFCa9ViwIABDBs+nM8+H8fmrVu4fPky386YQb169fKcnxOE3rpwZfny5ZxLSMDT09N27JdFixg5YiROTs74+PoQHR2Nl6cX06ZPo23btoz//DN+X/k7BpORxo0bg0UgEOyJ3oNZWJg5cybdunV7+L8EqdAcOXyYXj170qVrF8aOHXvbc68lJrJ4yRJ+W7kSp38W5N0PRVFsczJzeHh48N577zF16lR++ukn2rZte1c9pHdj7969REVFcf78ebZt3cqoUaP+kxEEk8nEhYsX0Nhp2bFrJydPnaRd+/YYjUZ+WfQLa9asITQ01Laga+TIkUyfPp1FixaRlpZGixYtHnobJUmS7sdTEagKIUhNTSUtLe2h9BoIIWy9NHZ2doVef1F68aWX2PTnn6xevYodf+1g0S+LqFOnTr7n5qwwXvDzzzRq2AidgwNTp0xhzR9rcHNzY8jgIbi5ubFs2TKGDx+Os7ML07+dTlBQIL+vWsVn4z6jf9++ODk6MnjIEPbu3UtcfDxbt2xh2LDhjBw1km+++pqvv/mGuXPnEh4eTmBg4H/8G3m0ZGVlcePGDSwWS6G/t3N62dzc3HBycnqgek6eOMFrr73GoSNHKB8YyPDhw229e7dSVZWLFy+yaeMmzGYTZcqWLdR70+v1zJkzh169ejF+/Hi2bdtWaIHqzp07+fLLLzEZTTRt0oS27doVSr13UqxYMUa98w6fjfuMKVOmoCgKa9evR5jN7Nu7jxdfeokvv/wKFxcXhBD88MMPhIeH4+TkxNKlS2nevLnsUZUk6ZH0VASqMadP89H//keaXo/zA+xSUxAhBKmZmbTv1o2+/foVat1FrVy5cowdO5a9e/ai119n+/btBAcH4+Hhke/5qqpy/vwFPhn7CSgKMadO4eXpyVtvv02vXr0A2LZtGxkZGUybPp2mzZoC0KdPH+bMnsPhw4fZsnUrn332GdOmT+eFVq3o2LEjH3/yMQ4ODrzw4kvMn/8TO3bsICEh4akOVLOzs/l8/Hh2747G1c0ds7kwg1VrkJqZmU6lwCA+/XTsfQerly5dolev3uz7ex9ms5mlS5fedVlFUUhJTsFsNt3XtfOjqipRUVGsXbuWyMjIAuei3o927dpRvXp1hBD4ePs8UIB/LzQaDX369KZWaCipaWmYzWZSU1NRFQUPDw+qhITg8k+GAEVROHnyJLNnz6Z+/fq89dZbMkiVJOmR9VQEqqdjYkg+c4ZhffpQ3MkJYSq8Dz0AxcGBDevXs2vXricuUL144SITvv4GLy8vEq8l8vHHH1OmTBm6dOmS59ycnKv9B/TnlVdewWAw4Orqip1WS9ly5WznqaqKu4eHLeWPtbB1Lt3BgwdtH5pVqlRBAAHly+Pg4ABAREQ43Xp0Y/bs2U/9h2tKSgp7/z7IC63bEhH+LJkmM4UXpgp0GpWzFy4zc9oUbty48UBBV/kK5fH08kRV1bv6onjzIiFPT0+cnApvFwJ3d3dmzZrFpUuXCAoKKvBL1/3w9/fH39+/0Oq7F1qtHaG1at3VuaNHjyY+Ph4vLy8CAgIecsskSZLu31MRqAoh8PX2pn7Nmtg7OoLReLuTc/98N8GQszOX4uI4d/HigzX0EfTLokWcOnWS2XNmM3/uXKZMm8byFctp2LBhrgTm8O8cVU9PT0JCQgqs087OjmvXrrFq1SrKlSuHTqfDpZgLw4YPY+HCBbbtMHMWZxlver3s7O3w8vK67602nyRCCFxcXAgNCyO8Vk3SoNACVYsAZwU8/a/j5u7+QKMQfn5+zJo1C7PZfM9fLoQQaDSaXIuhCkPp0qUpXbp0odb5OPHy8sLLy6uomyFJknRHT0WgqqoqJrOZ9JQU7I3G2weqDg6QsxjIYIDs7DsHq2YzaRkZT1wP39Gjx5g7dy6DBw+mZs2aZHTqxC+//sryZctxcnDk62++yfVhd7c9bkIIsrOzWb5sGf369bOlDlJVFQG2LSpztsY03fR6nTx1it9//x2DwVDoUzgeNzlZFNLS00kDbiTf3fequyEEmFwgJTUV8YDzXxVFkSnJJEmSpPvydG1Joii3f6gqSXo95xMSOHf2LKkpKaDR3LncLXuNP+7S0tKIjo5myODBPF+vHm3bWxeEVK9enYGvDURBYcHChbwzciRXr1y1lbt27Vqufwvi7eWNoiikpqVx+vRpABITE/nfBx9iNpsp809Pl6IouLi4sHz5CtauXQvAX9u3s2fPHjzcPfKs5n5aKYqCwl29Te/tAU/U+1qSJEl6/DwVPap3RaMBrZY5337LgQMHUVSFF156iU69e1t7Vf8Zjn7SxcXFMfrdd9m2bTtms4l+/fvZhuKFENxIvgGKNR3O/J9/JunGDSZOmkRsbCzD3hyGAsz8/nt8fHwYMmSIbW7pzXr36c3Zs2eYPXs2XTt3IbJVJNf1ev5Ys5r+/frRp29f27k6nY7z58/z5uuvE/1KDxYtWEQJHx/GjRtHtWrV/qtfy2NJVa0PIXL3tOZ0RFss1oeMRSVJkqRHlQxUcwgBFgsVgoO5ev060dHRXLt+3RrAPkXOnDmDAJo0bYKTkxPbt2+nXLlylCxZkkuXLmG2WOjRowdarRaTyYSiKJw5c4bY2FhCqoZQr349MjMziY+PJyUlJd9A1dvbm0/HjaOkvz8HDxzkRnIydnZ2jBnzHm+9/RZOztYpBEIIsrKyCA6uTHh4OLGxsdQKq0WHDh1p267tf/ybebxYg1OBTqegKNaA1GSyAGBnZx1IsT5nfRTlLIr09HR+/fVXEhMTadmyJTVq1Ci6xkiSJEmPFBmo5vine+nlnj0Jr12b3t27W7djfMrmQTZu3NiaYD8fFStWZPLkyfkea9CgAQMGDLjr67i7uzNmzJjbnqPT6UhLS6Ntu3Z89NFHd133005Vwc4OojZsZ0/0bpycnLBYLFgs1kDVYrGgs7Pn+Xp1iYiojsmk5Ol1/a+kp6czffp0UlJS2LFjB5mZmTJQlSRJkmxkoHqr7GxM/yzmAf4dN3V2tkYAZjNkZVn/lWOmD1VSUhIA169fL+KWPF5y3rKlSnkzf95x4uPjCSgXwIBXXyEpKZ0FPy8i8epVNm3+k/DwZ+nb5xX8S/mRmfnfv6XT09PZs2cPffr04dVXX33qF8hJkiRJuT1di6nuhhC5e1E1GowGAzGHD3Nk924O7d5NSkqKtcvqFnLhSeHZtWsXvf/ZIOC7GTP4dOynZGRkFHGrHg9CQGYm1KpRmU8++R86nQPlygXQpllDunR6gVk/Tued0W+RnpHBn5u2kpGein0Rbajm4+PDF198wZo1a1i4cKHMDiBJkiTlIgPV2xECXF25lpbG/0aPYfgbbzB//nzSDAZrCqtben+etO1Ti9L+/fupEBhI9+7deblNG84mnOXKlStF3azHSrYJihcvjkajwWDIJtkEGVng6elGj5db8vLLL2Jnb4cQoshmuGRlZXH16lXGjRtHZmYmEyZMKJqGSJIkSY8kOfRfACEEOgcHhMHAut9/x9nZmWYvvUiDBg0o6e8PGRn/jpP+kyfyzzVrGDVqFBaLJc8QZs6+6W3atKFevXpFcEePl4EDBzJo0KBcz8lh4XuXk29WVTXotLYsbByIOcPff+8HIdCot18wqKpqvoviCkNGRgZjxozBy8uLChUq0KxZs4dyHUmSJOnxJAPVAqiqitFgYPkPs9i3cxevDR9OWJPGkJpKnsl8QmA2m/H09KRKlSq2RSs3s/yTNL148eL/4V08vvKbRiGnVtwfVVXJyMjg4qUrZBkUli5Zytbtf3H50lUGvtqX0mVLk5mV//xUVVUxGAzExsbadgq7lcViwdnZGS8vr3t+jdzc3Pjwww85ceIEzz77LKGhofdzi5IkSdITSgaqBXBwdGTFihXoNFr6DR5EWNMmkJRU4E5VWVlZ1KhRg969e9/ztbKzs9mzZw/p6enWTAPSY8FsNlO8eHFq1qyJvb19UTenQA6ODsTEnmbC5B84deIkFy9exs2tGMOGvU6HDi9iMatkG/IPVB0cHLhy5Qrvv/8+Hh4e+X4Jy8rKon79+rz++uu2XcbulkajoUGDBjRo0OB+b0+SJEl6gslAtQDCYsHX1xdDtoFVv/2Gf0AAobVrW7dVzXOyeKBh6YyMDFasWMGFCxce6YBHyi07O5uQkBAqVqz4SL9uWRmZhFSvyoghA5j/y1KWLf8dX18/Gjaoi4Odij7DOh0gP5mZmfj6+vLxh+/j6emZ7/s8p0f1Uf4dSJIkSY8nGajmQ2tnR3Z2Ns2bNyc5OZllS5cy+fPPefPddwkND7cO/9/c/fTPHNUt69czYsQI2x7sN8sZ+n/55ZepX79+rmM5w59ms1kObz9GhBBotdpHeqW6EAKzxYKjzpHypUsw4NXebNu+kxMnT/DVV5MZPnwQvn5+ZBQQrFosFuzt7SldujTFihUr8Dqqqub73l28eDGbN2/GycmpMG9LegiysrKoXr06PXv2fGhzkiVJku6VDFRv5ehIusGAxWIhKyuLyA4dOHz0KKePH2fbpk2E1q9v/URPTc21/6TFYsHV1ZVy5cr9s4o6/8VU+X3Yq6p62yBAku6Xg6ODNYhEIRNwcnamxyvdmDx5On/t2EmzJg0JLuMHjtaMAOotsaaTkxPnzp2jX79+BQ79Z2dnU6dOHQYOHJhn6N/T05OAgIB7nhIg/fcMBgM+Pj5y+pEkSY8UGajmUBSwsyNm/36mT5iI0Wjk95UrKRUURM/XXmPcO++wKSoKNy8vwuvXJ9DHxzrUabGAEGRmZhIWFsbQoUPvuwnXr18nPj4eVVUxmUykpKTkGxjczNHREScnJ4QQtqBAerrlJPzXaSHxSiIGQzZJyUmkpGbi4upI+3atEGYjP/w4j58WLaaYiwMh1apQvLg7mQbrNOwcRqMRDw8POnbsiLu7e75D/2azmVKlSqHV5v1z0qRJE5o0afIwb1eSJEl6gslANcc/PaOH9u5F0ag8X78+BoOBQ9HRtG7ThsiXWnP27FmO/v032Skp+L/yCvZOTtY5q4qCoigPnJB+Q1QUI0aMQNVo8HB3J+zZZzEYDJjN5gLLxMXFceHCBSwWC82aNWPu3LkP1Abp8aco4OAA0XsPM3Hit5iMJg4fPMS4L6YwZHBfSpTwplun1pw6dZqVq6N478PPqVypEq0iG1L9mTDr3Ox/pmIbjUZcXV1p27btIz3FQZIkSXoyyUA1h8UCBgORbdrQqmNH2zxTi8mEvRD0HzoEM2A2mbAYjTjb2eVZWPWg80uDgoLw8fHh4KFDpKel8d7779OiRQtMJlOBi7X27NnD0qVLmDd3HufPn89z3GAwYDQa0el0tiG9W4f2hBAYDAY0Go01LZfRiFarRaO5fX7NomKxWOTw5G2oqrVX9crVJIKCylOrVk3MFjOZWVno9el4eXmTjUKDRg1xdHbBaDBiMBg4FZNAuQqV8Pf3tdWlKAomk4kbN27IQFWSJEn6z8lA9RaOdna5EvljZwdmMwiBXc7PWi2YTIV+7VphYcybP58+vfuwf/9+3n//fTyLF6dJ06YFlomMjKRx48Yc2H+A7JvHbP+x+c8/WbRoEQajEQcHBxwcHOjcqTP1G/y7oMtgMDBhwgSOHTuGg4MDFouF0aNHExgYWOj3WBii1kexYcMGevXuRfXq1Yu6OY8ciwWysqBx4/q0iqwPSu7ns7KsP4eHh/H882GANbA1m63fvTIz89Z5v1/ChBBcu3YNRVGws7PugpWeno7JZMq3TiEEGo0GR0dH279yfqskSdLTSwaqtypomP02w++FqVq1avz000/0eKUHB/bvp0/fvsz8fiYtI1sWWMbOzo6RI0ex/a/teXoby5evQJOmTfnuu+84sH8/mZmZbN+2janTptmyD2i1WqpUqcL06dO5fPkyI0eOfGQ3JjAajaxdu5Zvv/2WuPh45s2bKxei5UNRwGjM+30qZ/4qWOei3pptLed4YW0CZjQamTBhAps2bUKn06EoCqVKlUIIgSmfL3uKopCVmUnitWtotVoGDhxIt27dCqcxkiRJ0mPnqQlUFUVBo9Vae0MLeyvOQh4mD64SzJw5c+jbpw/7Dxxg0KBBzJgxo8BgVVVVunTtQmSryDy9VIFBgQQGBfLSSy+xdOlShg4dyrGjx/jwf/9j2YrlFPew7gX/8ssvo9fr2bp1K59//nmh3Uth2/HXXyxdugSEYM+eaHb8tYMWLVvItF4FuNNb/WHvSmtnZ0fHjh2Jiopiz9692Gm1jBo5kp69ehU4pUV//Trvf/ABW7dupXnz5vnWq9fr2bZtGxqNBnd3d+rWqYNyy3SQhIQE9u3bh5OTE9nZ2RQvXpznn3/+odzngzh18hRXrlyhTt06j+x0G0mSpKLyVEz0M5vNmIxGzELYkvMX5gPAYjbn20N0v6pXr86sWbOoXq0aCQlnef2N11mzes1ty7i5uRUYsLm5uVGyZEnstFoUVeHo0aOsW7su1znu7u64u7sX2j08qFuDmJSUFJYtXUZAuXJUqVqFK5evMHfOXAz5bcIgPRIURSE0NJTFixdTr25dzGYz8+bN49jRowQHB1OlSpU8j+fr1ePDDz9Ep9MVODc7MzOTGTNm0K5tW1q2jGTGd9/lOVev1/PZZ5/xQqtW9OjWnYMHD/4Xt3zP5s2bS+vWLzHz+5mF+jdEkiTpSfBU9Ki6ubkRc+UKr48fj5ujI+Y7pHy6V6pGw7GYGGo1a1ao9dZ85hnmzJ1L165dOXXqFAsX/kzLyJb33ety/fp1mjZtSlp6Ohs3bmLE22/j6OBA23btgH8XXt2rZUuWsm3bNkaPGU0J338X4sTHxfPZZ+Po0KEDLVr+2xtsNBqZPXs2W7dtQ2dvj7ubGz169GD37t1ER0cjABcXF959911KlSplK5eQkMCiXxbx9ttvU79BA7p3705yanKerAjr16/np59+wtnZmYyMDF544QW6dOnCjRs3mDZtGidOnKC4hwdvvPEGWq2W7777Hn2SHqPJhFbV0LBhAzp26kRmZiaurq6P7MKtnMDMwd4eZ8Dokv82qPdXNzir4OTgkKen8n5UqFCBefPm8corr7Bj505effVVsrKy6NylS77nV6tWjbZt2xYYqPr7+zNz5kz+WLOGiZMmMWrUKBRFYdCgQbZzatasyfTp0xk0aBAdO3RgyJAhD3wfhe3QoUOsXrOG1LRU5s2fR4cO7fH28SnqZkmSJD0ynopA9ZlnnuHrb7/l2rVrBe6g8yCEELyo0VClSpVCrResH7YNGzQg5vRpoqL+j5nff8+gwYPvq66MjAyqVa9O165dGTpkKH9u/pNly5fbAtX73QY2oHwAEyZMoG/fvixYuBB3d3fOnj1L165dcHJyonyFCrnO12g0lCtXji+/+IIzZ8+iKgpVQkIoFxDAm2++iUUIxowZg4eHR65y8fHxVKtenZfbtKF8+fKULlWaHX/9xa+LFtGnXz/beWfOnGHp0qUYjUbKli3Le++9B4BOpyMlJYUlixfz+htvYDSZGDVqFGvXrqVN27bo9Xq2bN7C0qVLWPTLL5QuXZoPP/wQ35uC70eJoiikpaZy+MghnFzdSE7PLtxA1VHLmbNnSdLrC6XOcgEB/PTTTzRv3pzY2FiGDh2KALrkE6x6eXkxdepUUlNTC6yvTJkyDBw0iK3btpKQkMB7Y8aARTBoyL//fzzzzDOEhYXddkFifjIzM7l8+TLe3t64uLjkOpaWmsaly5coW7Zsrm1jU1NTSUxMtH2xKVmyJGazmWvXrmGxWBBCULZs2Vx/f44cOUJsbCyqonLs6FFmz57NyFGjbHUkJyeTmJiITqfDZDKh1WopXbo0FouFs2fPotFobIn6ixUrRuLVqyTduIGiKBQvXhxPT897um9JkqRHzVMRqLq4uFC3bt2ibsZ9GzVqFBcvXGDNH2sZ8957mEwm+vbrd8/pghRFISkpicr/z95Zx1dV/nH8fXPdsA3GYJQjRvcABRGR7majQ2LSCIK0SEmNhpGi0khIxwCp0SWjHT3Wcfs+vz8uuzI3epS/83697ks856kbO+dzvs83ChVi3Phx1K1Th3Xr1lGsWDGGDBny3K3W51G6TBmWrVhOcHAwHTt2ZPCQIXw7eDB29vb88uuveHl5pWsvl8upVasWa9asoUePHpw+fZo5s+cQHByMT65c9O7dmwEDBqTrYzAYmD9vHmXLlqVw4cJotVoCAgI4fvwYW7ZupV6DBmTPnh2A4OBgHj54yNSpU8nm4WEVGgkJCezbs5emTZsyZcoUbt26xekzZ3B2dqFTx06UKFGcTp06s33HdvL6+dF/wIAPNqgMLL/rUiUC2LZpA+F792I2Ze1OgUwuQ6tNpbB/gSwLWPPLm5cva9VicsIa6AAAIABJREFU/vz5xMTG0rdvXwwGAy1btkwn+sBS1epFQispKQlXVzeGDx/OtGnTGDxkCAJBx06dsLOzQ6PRoNVqXznHcWxsLN8O+Ra1SsXc+fOsv6HExESC2gUhk8HSZcvSrTkqKop+/fpx/vx5GjVqxPjx4zlw4AAhISEkJSXRqVMnJk2aZN0RSdWkcvbMGfr17YvRaOSnadO4eu1aOgv+pUuXGDxoELdv30alVtOzZ08GDBiAwWBg+vTprFq1Cp+cOQkLCyMuNo5BgwYisOyOuLm50a9fP7J7epI7d278/Pxe6TOQkJCQ+CAQEh8Ff9++LZo2aSqUCoXI5u4hjh079spjLFiwQPTp00eYzWYRHx8v2rVrJxQKhbCxsRFz5swR69atE998881rr/HGjRuiZs2awtnZWTRp3Fjcv3//hX1Onz4typcvL5QKhcjh6S0WL16cabt1a9aK6tWqidu3b1uPXfnrL5E3j59Qq1Ri6ZIl6dobDQZRvlw5oVIqxbChQ63rK12ypAgLCxNCCHHt2jWRL18+0aFDB2u/iIgIoVAoxJQpU175/b8PdDqdiIuLEzExMSI2NvatvDQaTZau+fHjxyIoKEgolUohk8lEsWLF0n2vr0JCQoLo2rWr2Lp1q2jbtq1QyBUid+7c4tKlS9bzQUFBYv/+/a889pEjR0SZMqVFu3bthFarFRqNRtSvV08UL1ZMnD59OtM+o0aNEiqlUvTv318IIcSqn1cJOxsbUad2bXHz5s10bf/66y9hb2svQmfOEo8fPxYF8ucXZUqXFmfPnLW20el0YuCAAUKpUIrChQuJ6Oho67mTJ0+KAgUKiFWrVonE+HhRoVx54ZMzp9iwfr1YuHChcHF2FgqFQpQpVUYcOnTold+/hISExIfA/4VF9b+Ab+7cNGnSmF27dtK8eXPy/2s7/VUwGo24uLgwZcoUzEYzv67+lTlz5vD111+/Uc7KvHnzEhwczKGDB/m6Z8+X2jIvWbIk7dq149TJk6TqUnH61zYrWBL8//LLL5w9d44xY8Zgb28PQHx8PHHxcZhMJlL/lfxToVTSvUcPevXsycaNG2nRsiV/bPuDHDlz0rBhQ8u4JhNCCI4dO8bRI0eoWKkSq1evxmw2o9d9HAFaarU6gyXyQ8fDw4OZM2eCEPz2229cu3aNJUuWMHjwYOzs7F5pLJlMRkpKCs7OzkyZMoW4uDh27NhBWFgYEyZMwNbW9rVdWipWrMiiRYvp0b077dq1AyDqzh3WrFnDJ/7+mfZp0aIFB8PDWbpkKQkJCcQ8jqFJ02ZMnzGdbNmyWdulpqYydepUSpYqQb0GDXB0cCCHtzdHjh5ly5YtFCteDJlMhlqtplWr1uzcuYs7UX/zx9ZtBLUPBmD5suUEFC1K69atSUlJISY2hrLlytGocWPA4sozcOBAKlaq+FHvKElISPx/82FGiUhk4OjRo8wODaVDhw788OOE1/Y9e/qm7eXlxbTp06jx+ef8dfkys2bOfKMI+hMnThAaGopf3rxMnDCBq1evvlS/hw8eYu/gQFJSMgsXLMDwrzVs2riRo8eOMmjgQL744gvKlStH2bJlqVevHt17dEcmk7F82TJu3byZrl+zZs0o+MknRF69yvbt29mxfTuODk5WMWRnZ0dh/0LcuH6djp06sWjRIlatWoVKqcTTM/trfw4SL8bV1ZWpU6dSr25dTEYjESdOvNFvz2Aw4O3tzcyZM6lTpw6zZs1i1KhR6LQ6nJycML9mAGXJkiVZvmIFZ06dIuLECTZs2PBMkQpQuHBhZsyYSd68eVm+bBkxMY+ZMGFCOpEKFh/gtavX4ObmTkpKMlciI6lWvTpCyFi16mdOnz5tbVumbBlq1KhBYlIyy5YtJyU5hQcPHvDbb79a3X+MRiMqtZrw8HAWLlgAQOXKlbGzs0Nv+DgeuiQkJCQyQxKqHwHHjx+nZ4+eFC5ShFGjRr12CikbGxvs7e1RqVTWY55entSvXx+ZXM6VyMgMEfQvS0REBO3bt6dkyZJs2rQJTy8v2jzJVvAshBDMnz+P/Qf2ExoaStu2bQk/eJARI0ZYRYter2f9uvVkz+5JcPv2tGrViqCgIIKDg2nRogVt2rSlUKFCREREsG/f/nTjOzs7M3jwYBCC6dOm8+DhA/p808cqVL28valZ60v8/f3x9/dnz549BFaqxNixY+nQseNrfQ4SL092T0/88uWjQoUKjBw1ChcXl9ceK+0BLH/+/EyYMIEcOXIw8ccf+eGHH0hOTk73m39VnBwdLSWV4aUsvkUDiuL/iT9CCK5eu8bp06cytDl//hye3l4kJSUxatQoJk6cyI2bN8mXLy9/XbnCzh070KaVEAO6dOmCj48PR48dYeu2rcyYMQOT0cTQoUMBy9929erV0ev1DB06jBHDR9C/f38SExIpUjjrgzwlJCQk3hnv0e1A4iWIiIgQFcqXF126dBHx8fGvPU5iYqLo2bOnqFG9hrjy15V05+Lj48WQId8KhVwhvv7661cee8+u3aLQJ5+IDu3bi5SUFCGEEDExMaJZkyaibJky4uiRoxn66PV6ERoaKlydnUXfJ36xly9fEo4ODkKhUIjh330nYmNjxehRo4SDnb34eeVKYTQaMx1nypQpQiGXi5w5cog1v60WZrPZev7u3bsisFIloZDLRccOHURycrL13I0bN0SlSpVEpUqVxLx588SsWbPEvLnzxIrlK8TSJUvE6t9+E4mJia/8eUi8HJcuXRJVKlcWv/7662uPkZycnMEHVaPVigEDBgiFQiFUSqXInTu3OHv27HNGeTZXrlwR1T79VHz55Zeibp064suaNcWtW7ee2yc8PFxUq1ZNVKlSRdio1aJF8+YiJiYmXZs6tWuLIoWLiJs3b4obN26Iq1eviqioKDFjxgyhVChFIX9/cfmJn60QQhgMBjFwwEChVChEkyZNRNUqVUSXzp3TjblowQLh7uYmSpYsKdq1ayeCg4LE7NDZQpOatT7GEhISEu8SSah+4HTr1k14e3lbg0NehMFgyHBMr9eLb4cMEe5ubsLR0VHUr19f3LhxI10brU4nOnbsKDo+FViUhkajEaGhoaJ9+/bi559/TicEhRBi29atYvy48SIuNi7d8QcPHogRI0aIffv2pTtuNpvFjBkzhLubm7BR24gffvhBmM1mMWb0GOHi4iJsbGyEi4uLaNigoXB3cxd2traiXt26YurUqSIhIcE6zv1798QPP/wgqlevLuzt7YVSoRC5fHzE+nXr0s03fdp04eLsLMIPhqc7fuPGDVGkcGGhVquFt7e3yJEjh8iRI4dwcHAQCoVceGbPLq5evSqEEMJoNIr58+eL9u3bi6VLl2YqmiVenuvXronASpVE0yZNxL179157nOTkZNG6dWtx8ODBdMcfP34sevXqJRRyuXB0chLnz5/P0DcmJkbEx8dn+D0LYfm+IyIiRNXKlUW9unXFo+ho8fjxY1G7Vi1RvXp1ceXKlUz7HT50SAQGBoohQ4aIO1FRolvXrsLWxkZ07dLF+hC3ZcsW4ZvLV8wOnZ2h/52oO6Ju3bpCpVSKEcNHCJ1OZz134fwF4eTsJNQqlXBzdRUXLlywnktISBBVK1cWapVKjB07VsTExIi4uDih0WiETqcTWo1WmEymdHMlJiaKx48fZ3rNkJCQkPhQkIKpPmDWr1vH/n376NevL3ny5HluW5PJxB/bthEXH09QUFC6c2azmQoVK1I0IACFQoHZbM4QNGWjVtO2TRv27NmTYewZM2YghMDW1paDBw/SpEkTbG1tredr16lD7Tp1MvTz8vJizJgxma61SJEiTJk6FUdHRwICAjCZTBQvXpw5c+agVqvR6/WkpKTQomUL1Go1sbGxuLm5oVT+85NV29jg5+dH6zZt6NmzJ0IIUlJSMgRx1W9QH9/cvhQtUjTd8cTERIRZULp0aUJCQqz5LU+fPs3aNWswC7PVt3Hu3LkkJibi5ubGoUOHaNas2SunB5OwcPv2bdq374CbmxszZs4kR44crzVOUlISM6ZPZ9fOnZhNJry8vChYsCBgCdgaO3YsWq2WTZs2ZXBpuXTpEjNmzCAqKopvvvmGWrVqpTv/4MEDJv34I65ubsydN4/sT3xMFyxaROfOnflu2HcsXLTQ6oZjNpvZuXMn/fv35+aNG4waNQqfXLmoWvVTlixZwtKly5DLFdT8siYhffrw+PFjihQtwr1798iZMycAmtRUUjWp+Pr6YjILJvw4gaSkJL4d+i1eXl7Y2NqQzSMbt2/fRq22Qf2UO4PZbEar12E0GVm2bBmnTv3jbqCQy3F2cmHgwAEULmpxA4iNjWX69On8+eefNGzYkD59+rzWdyAhISHxtpGE6gfK1i1b6N+/P126dGXQk6o7z+NxTAy9e/emXr16GYSqjY0NjRo1euGcZcqWpVDhwhmOx8bGki1bNnr37k327NnfOMpcqVTyRSYJ2Bs2avhK47i7u9O6desXtsuXLx/58uVLd0yj0TB9+nQeRUfTt1+/dOO0atWK6tWqMWrUKJKTkwHLZ6BUKunQoQNeXl7phLrEy3Pjxg169OiBk7MTi8PCMuTY/TePHj1EoVBmGjx49uxZtmzZQp48ebh06RKbNm2if//+1jykbm5ujB8/nqioKOLi4qz9oqOjmThxIq1atWL37t08fvw4w9hOTk4MHDSI3HnypFtjrly5WLp0KdeuXUv3sBcbG8vKlSsBqFipkjUzhaOTI6VKlUIAJyJOcPXaVXLkzIlv7tyMGzeOpk2aWAt43LlzhylTp3Lp0iXKli2L2WwiPDycwMqBNG/eHF9fX8aOGcuMmTPo1asXeZ7Ki6pWq7GzscfB3hE7OzsiIyORy+U8ePCAuNhY5HI5QcFBFC5aBCEE48ePp1ChQjRu3Jjo6GiEEFleCEVCQkIiK5CE6gfItq3bGDxoMAMGDnwpS8fFCxfZsmUz9+/dw+U1A63AEomdWaDWiBEjCA0NZeHChbRs2RLP/0CJR51Wx8ULF7G1s0WukLH5998pV748ri6u7Nq1i9W//Ub2bNmt1q4hQ4Ywa9YsFixYQKtWrf4Tn8H7YMrkKRw6dIhz5869UKTevnWbQYMH0bZtW2tKsacpXrw4a9etQ6VSWaLeVaoMYit7tmy0aN483felUqnIkSMHkZGRdO7cmQIFCmQY29nZmXLly2e6rhw5cmSwAjs7OzNx4kTkcjlKpdIaGPbVV19RqVIlwGL1NOj12NrZIYQgMTExXSEFX19fhgwZglKptKbVMhqN1gAuGxsb2rZryxc1v8jw2R0/foJbt27yZc2azAydZQ0euxp5lRUrV3DsyBF0eh1gSemVK1cu7ty5Q9WqVencubMkUiUkJD5YJKH6gXH48GF69OhBSkoKSUlJTJo06Zlpe+RyOQaDgU0bN3H+/DkQArUq63Nq7t+/n8aNG7Nv3z7mzJlDiRIlPvptb0dHB9q2bcMPP0zgm5BvEAJq16lNNjcPfvnlFypUqMDCxQutbgT79++nbt26nDp1itmzZ1OiRIksq9b0/8KpkyfZf2A/Pb/+mrx5876w/b69e9m86XeCg4MzPe/s7PzC70CuUNC5S5d0x1xdXRk8eDCzZs1i6dKlNG/enHLlyr38G8kEtVqNj49PhuO2trbPtL7/W2za2tllsPy/TD+An36aSlxCPC1atbQ+XAFkz54duVzO6ZOn0qWm69evH/Pnz2fjxo1oNBrq1asniVUJCYkPEkmofkDo9XrmzZvHvfv3MJlM1hr1L4tSqXwrORM3bNjAhQsXCAwMpEuXLv+JbW+lSkWv3r0JCCjG3Xt3kcvlaDQahFnwabVPqVq1Krmf8gv+448/CA8Pp0qVKnTt2tW6tSvxcpw/f56OHTtSokQJxowZQ0pKSqa5TZVKJdHR0SxatIhdO3eCTJblv7e4uDgWLFhAhw4dmDZtGocOHXpjofq+cXJywmg0smb1GrZu2ULz5s3x8fFh8aLF7N+3n89rfE6FChUASyqvOXPmUKFCBVxdXdm8eTP16tV7z+9AQkJCInMkofoBceLECa5du4b/cxKKPw+TyZSpVedNGT16NFeuXMHb25uiRYu+uMNHglKppMYXNV6q7ZAhQ2jQoAEeHh6UKFHiLa/sv4MQglOnTtG1a1cuXrqEVqej+uefo9PpMq0YJZfLSUlJ4fr16wghsLO1xfyalaWehVwuJzw8nF27dtGwYUPatGmTpeO/D0aOHElyYjJH/jwCMsHfUVE4OTpy+eIl6tavx48TJ1oFv0wms1YDq1GjBsOHD5esqRISEh8sMpHZ3ULivZCUlERycvJrlzEVQmBvb//KZSglJN4WqampfFGjBsdPnHitYhJqlYoNGzdSJ5OsEm9CfHw8sbGxeHt7/2es45pUDamaVGQyGRqNBpPJhIO9Pa5ubigUinRtU1JSePToEY6OjmTPLlVhk5CQ+HCRhKqEhMRbI82d5fr166/8AGUymbCzsyM4KJgCBTMGPElISEhI/PeRhKqEhISEhISEhMQHifx9L0BCQkJCQkJCQkIiMyShKiEhISEhISEh8UEiRf1/RFy+fJnVq1fj4uJCy5YtX7v0pISEhITE2+X48ePs2rULg8EgZVWQkHgJjEYjOXLkoF27dulyZEtC9SPh1KlTrFq1Cnt7e9auXUvRokUloSrxn+DOnTvMmzePyMhIgoODpZyeEv8J1q1bx5kzZ6hevTpApunYJCQk/kGhUFir6j2NJFQ/Eh48eMCdO3fo0aOHVMJT4j9DXFwcEyZMICAggNjYWC5evCgJVYn/BEIIGjRoQK9evd73UiQkPmokofqR8MUXXwCwfPlyqlevnmntcwmJjxGZTIZOpyMkJETaJZD4zyCXyzEaje9t/vj4eA4cOIBcJuOzatWkks8S751jx45x/ep1ypQr80qFjaRgqo+EqKgoHB0d6d69O+vXr+fgwYPve0kSEm+Mm5sbI0aMIDU1lbCwMK5cufK+lyQhkWW8r+3+pOQk+vTuw+hRozh69BgpKSnvZR1ZgVarxWAwvO9lSGQBkVeu8POqnwkOCubokaMv3U8Sqh8J165do0+fPixcuJBy5cpRpEiR970kCYk3JjExka1bt1KvXj2EEGzYsOF9L0lCIkswm83o9fp3Pm9ycjJfd+/BmTOnmT17NiNHjcTb2/udr+NNMZvN7N69m5CQEEaOHMndu3ff95Ik3pDWbdqwZOkSChUqRI8e3Tly5MhL9ZOE6kdChQoVGDNmDJ999hmdO3cmb96873tJEhJvjBCC9evX06tXLxwdHenQocP7XpKExBuj0+kwm824uLi803lTkpPp27cvZ86cYcXKlVQKDEStVn+UWQeuXLnCnj17KF++PO7u7vz00088fPjwfS9L4g1QKpV4enoya9ZMSpYsyYD+A4iIOPnCflJlKgkJifeGEII7d+4QFRWFn58fOXPmfN9LkpB4Y9asWcPRo0cZNmwYHh4e72TO5ORkBg8aTNiSMHbv3k2VKlXeybxvi9jYWFJSUvD19eX27dv07NmTn3766ZV8GyU+XBITE6lfrx6JiUnMXzCf8uXLP7OtZFGVkJB4b8hkMnx9fQkMDJREqsR/hujoaIQQ70ykAuzatYulS5fw5ZdfUrx48Xc279vC3d0dX19fADQaDUql8qO0DEtkjrOzMy1bteLy5UvMnDEDk8n0zLaSUJWQkJCQkMhC1Go1wDuL+n/w4AELFyykXPnyzJ0796Uj/Pft3Uevnr2YOWMGOq32La/Swubff+ebkBDmz5uH0fjiICmz2cyOHTuoWrUqXl5e72CFEu+Kbt26MXrMGC5eusSWLVue2U4SqhISEhISEh8xd+7c4cD+fdSvXx8fH5+X6rNz+w66d+uGTq8jICAAuULxlldpIXeePHh7eTNj+nTGjhn3wvaPHj0iPDycOnXqvHOfX4m3i1KppH79+jy4/4C9e/Y+u907XJOEhISEhIREFmIymYiMjMTG1u6lC8Hs2L6DkD69adK0CRN+/PGdbqmXKFGCEiVKULhoEYYMHgwyGD16dKZttVotq1evpm3bttja2qLT6bCxsXmj+ePj44mMjESr1X50rgRCCGxsbChYsCDu7u7vezlZgkqlIn/+fCQlJpIQH4+Lq2uGNpJQlZCQkJCQ+Eh59OgR348YQfXPq9O2bdsXtt+zZw/Dhg2jUePGjBs//r2JtUaNGqFQyBk8aDA2ajXDvvsu3fnY2Fj69OnDnTt3qFy5MosXL2bOnDnkyZPnjeZdtepnfvllEQUK5MJsNn5UYlWlUvLXX3/ToEEbBg4c9FGt/VkULFiQr7/+mm+//ZaNGzfSPpPML5JQlZCQkJCQ+EgxmUwkJSZhb2+P4gXb9wf2H6BTp044OjoweMgQlMr3KwHq12/Avr37GDNmDI5OToSEhFjPaTQa8ufPT+7cudHpdNSrV49s2bK98ZxRUbepU6ccAwd2w2SKBz4esadWuxMaupTr1//GbDa/8Pv+WHBwdESv06N5hp+0JFQlJCQkJCQ+UhQKBQJBclLSc9vp9Xo2btxAakoKY0aPxs3N7R2t8Pm0b9+eQ4cOMW/uXNp36IDLk0AwHx8fxowZk+XzKRRK7OxsUaksr49JqIIN9vZ2qFS6972QLEWr0WA2mVApVZmel4KpJCQkJCQkPlKMRiNOTk7k8fN7brsd27ezfft2hg4bRvsOHZDLP4zbf4mSJZkzdy5JSUlMGD/+ncxpSYWkBwxPvfTPeD3rvCGT14vOv+lLh8lk5L+W/d7Dw4Psnp4YTJlnyZAsqhISEhISElmITCbDbDa/k7mSk5MpVaoUAwcOfG67uPh47t+/T44PsJxqnty5Mej13Lhx4z3MLrDY7J61jW7GYnXNzPL6dO5P+b/amJ+MnZV8TNbfl6fqp59St149UpKTMz3/YTxSSXwwmEwmTCbTO7vISkhISPzXMBqNz01gnpWYzWZsbG1xzSRaOo379++zb98+KgUGEhAQ8NzxhBBotdrnvgez2YxOp7O20Wq1b3TPsLWzo2WrVly7do3jx4+/9jivRppAtQNsMZlUaLUCvV6G2azCbFZhMqkQQonBYMZkVGIyWY7p9XJ0OjNPv2Wz+Z/zBoMck+k/ZvZ8i9ja2uLg6MCzCqVKFlUJK+fPn+enKVORKeR4eHgwdOjQ/0wKDAkJCYl3wc2bN4mMjKRp06bvJFhJJpNhNBrRaDQ4Ojpm2iYyMpLt27bROySEYi+oWmU0Ghk/fjyXL1/G2cmJrt26UalSpXRt7t+/z6RJk3gc/Rhk4O3lzajRo3Bycnqt9+Dk5ETHjp1YuGAhO3fufG45zaxBYJE/NiQkaDl4cCsnjh/HxtYOALlchlqlxmQyUaFiBYTJxP4D4djZ2yMAvU6Hj483jRu1xM3dG70uibXrlnHz1m0UcgVmk5E2bdvg5+cPvJtCCh87BsOziz9IQlXCSnx8PCdPRhB57Rq2trb07t1bEqoSEhISr8CtW7e4e/fuOxBb6XleqiKFXI5cLsf8ElZelUpFkSJF2LF9O1euXCEiIoJ58+cTGBhobePs7Iyfnx8rV6xApVIzdtxY7Ozs3mj9mid5TdUq9RuN8zJY/HNVHPlzJ+vW/cbfUbfx9s5B/fq1uBN1hb379vDgwUPMZhO2tmrq1GlDTMwG/jocjtlspmbNepQoUR1bWzVgRggFd6L+JnzfHmRyGY0aNcPdPScW14B/fy9PWw1l/zomI+vdBT5+pK1/CStly5Zl0+bN1KlTB6Px48ovJyEhIfEhoFarUSqV6HQfTmS2TC5HCPHSZVJbt27N77//TucuXbh48SJf9+jB0SNHrOednJzo168fXbp2pVv3bnTt2vWNrccmk/GJK+jbFWpCmFGqHImPe8ySsDncvHGdDh16M2bMLGrW/IqOnb5mwoTZ1KpVC7MAk9lE/gIlGPbdBEqWKoNCoaB8hYqUKfMFdvZqIBkbW1tate6EX948NG7Sgm7d++HsnGbddgIcAPsn/7bH8kbtAecnx+z+dV7iaSSLqoQVOzs78ubNi7Oz8zvzr5KQkJCQeLukpKSQx8+P8hUqvHQf7xw58Pb2pkqVKly4eJHevXozM3RWOsuqi4sL9vZZI6x8fX2pUKEiBkPmkd9ZhVKpQohkjh3by507d6n1VUPq1GkOJAEJgIpcufITHNyenTt2YDKbgHi8vQvQtGk7Ll44y+HD+yhZojRu7i5YIvxlXL58DmdnN9q164hcbgbMJCYmEB6+ifj4eIxGI/b2dhQpUoTChcty4vh+7t69i0KhoESJ4iQlJ3HxwiVy5/GlcuWqvJ1grI8TSahKZMBgMEjWVAkJCYn/CCkpKRQNCODzGjVeqZ9Go6F1mzbs2LmDzb9vJiQkhAULF1K6VCnAkptVpco89+WrkidPHlq0bMHDhw+zZLxnoVCoMBqS+fPPo+iNAkcnR0AHaLBYOo1APC4urvTtOxCfXDmfnI/hk08KUbFSNf48vI/q1WpRucoXgCAlJYWd27eQmqrFzs6SPUCn07Bg/hx27tpJxYqV8PX9hCVhi/H09KJ378EcPhTOzl07MRqNFChYAKPewN27dyhfoSKVK1d/sg7JYASSUJWQkJCQkPhPkxZw9ao7ZXq9HrlcTu9evTl/9hznzp5l3549VqH6rCjt10X7kq4Jb4pMZrFV5s6dhy+/rIdFpD6NARsbG+rUbYnFYpoC6HFz86FY8RKEH9jN1i3rKVI0ADc3H3buDOP27b/p228QcrkNICMpKYHt27eTv0A+vv12HPb22bh96wp/HjnEX1dO07rtN+QrUIRFi0K5fetv2rXrSEBAadzcbbDkTJWsqWlIPqoSEhISEhL/cYQQrywszWYzer2eGjVqEBoaSs6cOZk8aRIb1q8HyPKsBlktfDMjbbPQbDbh5eWNr+8nWKyX6Vph2XqPB1I3M/j3AAAgAElEQVT5J49qKtk9suHo5MzNW9fRao2APXfu/o2nlzelSpd50s6AWm1DxUoVadCgAfb2Pjx4cBn/QoVRKhWAnJw5i1KyZBlsbNR8Vbse7YJ6ULJUefLk8Ufa9k+PJFQlJCQkJCQkMiUtP+pXtWszd+5cFCoVfUJC2LZtG05OTh9MhatXRS5XcPduFBcuHAee5b6g5B+ZJANSqFylGpUrVyFVoyHyynnu3z/H3ag7NG/RGgeHbFjSUelxdnbnu++GY6O2YdPG2Xz7bT9WrliC0WB8IlZTSU1NRgiBk5PLk/FjyWjdlZC2/iXeKmlPyDqd7pUSQqvVahQKi6+P5C8rISEh8f6pXacODRs2ZMH8BfTu1Ytcvr60bt36fS/rlbDckmQo5DLu37vL4UP7CAgoi8UPNQ0ZFvFqQghB+luQAnt7e1JTU9m/fwcJidFcuniJJk1b8096KRU6nY5lS5awYeMGZDKo9VU9ypdzYNOmXzPcC00mA5mnspIASahKvCXi4uLo1bMnDx89QqlU4unpiUwmw2QyPXd7J02U3r9/H61Wi1wup1OnTnTq1OldLV1CQkLijUi7jsXExKDVaq0BR6mpqc9NWyWTyXB0dEQul+Pg4PDaCfSzChsbmwz5UTt16sTZM2c5duwof0dFERwc/J5W93oIIZDLFTg4OCOTyUjVpGLZanfCEvmvApy5f/8is2bNoESJkrRs2QGLr6oJ0FHzy/pcOH+WU6dOcf3Gdap9/gUBASWe9AdQkpISza7du1AolTRt0pTOXUZy794Vtv2xDqPR4jJgb++ATCZDpVI/mVeQXqzaYyntquf/uXCAJFQlMmBra4tMJnuji6RcLufO3bv8+eefmIWZb/qE0KVrVzQazXMtq2kX+IULFnDgwAGuXr36zhNnS0hIvB4pKSlcjbxKqiYVe3t7ChYsiIODw/te1jtFJpMhk8lQKBT8smoVkydPRqFUolKpKFiwIG5ubmi12gwP7HK5HJPJxKmTp9Ab9HTv3p3hw4e/p3dhyf5y48aNDLlXy5Yty+w5s+nWtQsRESczNTxERETw8OFDAgICyJMnz7ta8kthNOqRyexp1vxrrt+4xbZtm8mezZOqn9YgT5586LTxREaeZf6CUK5fu06xgBJYxCJYhKQgt28+nJycSE5OBrmM8uUCsbd3x7J1b7mHyWRyzGYzPjlz0rJVELGxdzh8aCd6vQFHR0fiYm9y8eJ5dDo9jx49wGBIRaWyw+ITqwRUXLx4gqSkZPLnz0/27J5ktcX11q1b3L59G7PZjK2tLU6OThT8pCA2NjZZOs+bIglViXTcvHmT06dPo9Vq2b1rN81bNH+tcVxcXFi2dBmdu3TmwP4DbNy4kU8/+4zGjRu/VP9yZcty6vRpKpQvj0KueHEHCYn/EFqtlt27d+Pq6kqVKlXeyZz79u3jxo2baLUa5DKZ1ZLm7+9PpadyZz6P06dP07xZcxLi4/DLl49ffvkFJycnduzYgVptqTiUlJRkFTdyuRx7e3tkMhmff/45+fLleztv7h0il8tJTU0FoGnTppw+fZqwJUtQyOVUqVyZkaNGoVKpnljV0vczGo1MmTyF2bNDiYqKeh/LByAhIYHhw4ezatUqlAoFTs7OhISEWEu0lixZkrnz5tOje3dSUlLS9Q0PD2fLli3s27ePkiVLMn/+/A/Kj9VsNmM06vDzK8aggSOYNGksK1Ys5vff19KgYQtu3brK4UMHKVy4MB07dqVho6ZYrJlpW/Mm5HI5hYuU4PTpU5QpVZ5KgZ9hycGaXkgqlQpu3bzJ1CkTSE1NIlWjxWQ0cSLiGOEH9nHp0iWMJhO7dv2BWqWmU+eeuLg4YDabOHnyT44fP8rp06cpVaoUvXoNJivDisLDwxnQrz+xcbF4enpx+vRp8ufPx8ZNmyhYsGCWzZMVSEL1CWazGYPB8ME9SbxLIiMj6dWrF+fPn0ehUBDyTQgms4lWrVq91nh58+UlLCyMbl26sWfvHrp27Upqaipt27Z9cWeZDDc3NxQKBXqj3npYCIHRaEQIgV6vx2QyoVKpUKksPkFGo9FaGUYul7+TWtsSElnNo0ePGD1yFI+iH7F06VKqf/75W51v7eo1fNOvLzGPYyhfvjwyGZw5cwaNRkO7oCAqBQai1WqZOXMmOXLkICgoKNNx8uTJw9BhQ1m1ahU3b97EbDYjhGDtmjXsP3AANzc32rdvj5OTEzKZjPv377MkbAkms4mwsLCPXqimpKSwf/9+6tati729Pc7OzkyfORMHR0dmzZrFmrVr8fT0ZOSoUVbh/m+GDBnCkiVh77XoitFoJFeuXIwfPx6j0Yirq2uG9ZQpU4bGjZtg/FeC/kWLFtGoUSOCgoJ48ODBu1z2SyGTyRDCDCSQL78/3w4dxonjx9DqdOj1KeTKlYvOnbtQ/fMv8fDIDSRjSReVJkKNqFQ2NGvWEi8vdzw8PFEoLAn+/8GAnZ0tnTp1JTEpkZSUFDw8PChVqiQXzl8k+nE0ABUqBSKXyTGbTchkYDQmAa4YjTq2bt1E/frNqFWrKcnJDxFCi0yWdeVlV65YycXLlwidNYsKFSrSo0d3rl27luEB6kNAuos/4fz584z4bgQ9e/ekRo0aWZbE+GPCwcGBoKAgevXqhUwmIz4+Hl9f3zca08/Pj9lzZ9O9W3fCww8waOBAEIK27dq9sK+Pjw/f9O2b7rs4cuQI06dPJyEhAXs7OxwcHdFqtRgMBtRqNTY2NiQlJWEymfDy8mLSpEl4eHi8cC4hBHFxcRiNRrJnzy4FcEm8N0xGIyuWL+fc+fOYzSY2/76ZylWqPFPYZAWbt27l4cOH1KxRg6nTpuHs7Mz69ev5fsQI643r9u3bTP9pGoFVKj9TqPr6+hISEsKjR48ICwvDaDSSP39+5sydS1BQEHFxcXz33Xe4u7sDlu3lXD65mL9g/n/CRSAxMZGjR48yffp060Oyg709Y8aMAWD+/PlMnjwZnU7HuPHjsbW1zTBGTp+cDBg4kISEBAwGw3u5F3l4eDBkyJAXtmvRokWG3ej+/fsTGhpKgQIF6NOnzwdlTf2HtPRTSfj5+ePnV/TJ8TSrqQJLcFXik3ayf/XV4ehoR+3aLbCktkr9VxsTtra21K7TDIsV1Gw9njt3Uf7xRU3rI560SQVSUKmUtGzZno0b15A3b34aN26HTJa1uVVlchl5cuehYaNGeHh48Nua1Vy/dp3ChQtn2RxZhSRUsUSk79u7l21/bCPyWiS7d+8mV65c73tZ7xwfH5+34hhfsGBB5sydQ6/evdm3dy/fDh2K0WSx1D7Pgq1WqxkxYgQJCQnWY7dv32b9+g345MzB8BHDKVjwE5YtW8bSpUuZMGECgYGBHD58mNGjRyOTyRg1atRLCVWtRsOoUaO4e/cuK1euzBBAICHxrjCaTFy9do2cPjmJivqbdRvWU7d+PWo8VVXo1KlTJCYmYmtrS3JyMoULF8bHx4f79+9z5coVwBIIU7ZsWfR6PWfOnCE5ORk7Ozv8/f3x8vJKP6kMVCoV3/TrR5EiRQAICgpiw7r1GAwGNBoNP/30E9Exj4mPj2fLli3Y2thQKbAyDg72RD96xJXISFJTU3FxceHGjRvpHvb8/f0pUKAAx44dSydcVCoV3w3/jjp16+Drm5uLFy6SkBCPUq2mRPHiPHjwgNu3b6NWq5Ehw2w245vbF1c3V06eOImTsxMBAQFvVcS/CjKZDLVajV6vT3fc2dmZkSNHcuP6dbZu20ZoaChyuZxRo0dnWoJ04MCBxMbGWjOffKgUKFggw7Fs2bIxYMAANm7cyOjRo/nhhx/e2s7W3bt3uXHjBqXLlMHhX5/j6VOnMJnMlClb5hmGh7RjGjL3/RRkDG56uq+Bf/KvPqt/SibHnmcESROiJrJl86Rlyy6Eh+/it98WEBzcHVBY3WZkMhmJiUmcP3eO/Pnz4Z0jR7qR7t65w5UrVwisXDndA1F0dDQnT57k5s2bJCQmsHbtWnx9fXF1ccXZyZljx46RP39+ZHI5x44exdHREaVCQbHixdPFrTyOjuavv/4iOSUFJycnChcubH0AzWokoQo8fvz4yYVDxvXr19m8eTNdunT5v7Sqvi0KFSrE0CFDiDhxgnv37jFx4kQqVqiAf6FCz+3n6Oho9YsC0Gm1FCxQgGnTfuKr2rUBOHv2LPb29lSrVo2KFSvy6aefolAoCA0NzXDDeBY2NrZcjYzk6rXr0vcu8V6JiIggKSmJ8ePH8/umTaxdv57o6Oh0bQ4ePMj48eNRqVTkzp2b6dOn4+Pjw8OHDxk1ahSXL12iabNmuLu5s2jxIn5ZtQo/Pz+iou5QunQpWrZqhclkolGjRjg4OCAXAoPBwOTJk3n06BE1atTAx8eHUaNHcyXyCkIIvLy8UCjlXL9+nTVr1uDm6kq58uWJjY0lJCSEP48cwTdXLv7++2/i4uJwc3e3ilK9Xo9Wq7UGGaWRkpLCpUuXKFeuHKmpqfT8ugfXr99AZaOiQf0GXDh/nouXLqNWqQAZJrOJgGIBFCiQn3Vr1+ORzYPdu3eT41836feJZWs5o+XLzc2N+vXrc/jwYeLi45k5cyZApmLVwcHho7Uwjx07FicnJxwcHMiRI8dbtahGRUUxcMBAAisHMmnSJOu1e+/evfTu2Yt2wUGULVc2Qz+LcFY/eX1Iu2cCUCOTmVixYi7Zs/uhVitxd/fAkhVA9eQ96p74Qiczffp0DHo9M0NnkTt3bsASJNW1SxeyZc9O+QoV0s3w8OFD1q9fz9WrV0lMTOSPP/7AxcWFC+fP8+hRNAJBYGAgtjY2XL16jejH0Wg0qTRp3IQRI0bg6eXFvXv3GNi/P0eOHiOnT07+vv031atXZ9z4cdY1ZCUfok3+naLX65k/fz529vbUqvUVCMHiRYvQpKZPupvmE6nT6dBqtaSkpFgrfSQlJVmPpaUeMZlMJCcnk5qaaikL9w4qbnzolCpVisaNGiOXybh27RqrV6/G8JJCMo1ixYoxY+YMq0gFS8oXIQQazT/f2aBBg5j+ZAszDY1GQ3JyMlqtNp0fjlarZfOWzVz66y9cXF149OgR8fHxGAyGN3i3EhKvjhCC3zf+zvmz5yhTpozFRUYItm/fTlJSkrVdhw4d8PDw4OHDh1SrVo2SJUsCUKRIEcqXL09gYCCDBw8m8mokc+fMpVLlyixctIjmzZqxdetWOnXqxLFjx6zjNWrShLx58xJ+4ACdO3ema5euLFq4iDJly9CtWzfs7e3p1q0bXp7elCpViunTpzNq9GgMBgN9evdmw4YN1K5dm4WLFvHZp5+h0+kzZPdIE3CPH1ussjExMQwfPpwxY8YghEClUtGqdSvKlivLrVu3CQsLI1euXHz99de079CBFq1aIBDs3bOHUydP0aNHD4KDgjO1SD4Ls9lMQkICsbGxxMXFZfqKjY3NECCUVbRv356RI0fi7OyMwWBgxowZnDt37q3M9b74/PPPiY2NJVeuXISEhLxVoVq6dGmGjxjO1s2b+fbbb9FqtRw4cIAe3btTu05tevXulaGPXq8jISGJ2NhkYmI+tFcKMTEJPH6cQqFCRXnw4BrOzvaUKVOLmJg44uISiYlJwmCw5CX39PRi2LChJCQl0vPrr7l39y73792jW9euKJVKxo8fn+GBx9/fn0mTJlG1alU8PT0ZMWIE06dPZ+iwYahUKu7fu8fGjRtJTEwkLCyMFi1a8PDhQxYsWMClS5dJSEhgQP8BrFu/gbp16rJo4UKqV6/G+vXrOXDgwFv5nv/vLapGo5F1a9dSslQpJk+eTP169bj/8CHx8XE4u/wjcg4fPsyCBQswmUzoDQbKlyvHwIEDEUKwYMECjh87hslkYvCQweTJ48cP48cTExNLqiYVOzs7ShQvTqPGja05RZ+2Ev6/4JEtGxN+nIAQZn7+eRWTJk1GoVAwcNCgl966K1M249NxZts6MpmMJk2bWv9/7pw5HDgQjsFoQAjI7uFBtx7dKVOmDMePH+f777/n/r17aFJTGThwIE6OjvQJCSEgIOD137CExCtyYP8Bwg8cICg4iAIFChAbE4Nn9uysWb2Gjh078tlnnwGWrBpDhgyha5cu7PjjD9q1a0fRokX56/JfHDp4iA4dO+Dn58fJkycBwWeffkrhwoUZO34ciclJLF60mODgYOtNrGHDhnh6erJt61aWL1vGrl072bN7N5cvX2bs2DHYP2knhMDGxgY3NzcAjh07xtp167C1saFDhw4ULlyYyVMmExsfx6lTp9JZFpVKJX///TdDhw7F0dGRpKQk1q1bR40aNZ7kklTxdc9e5PTJxfYdO+jcpQvjxo2zXis1Gg0nTpxApVIxZ+5cSj2pN/8qxMTEMHXqVG7duvVMt6PU1FRq1apFp06dslxkqW1s6N2nDzKZjNFjxhAbG8vEH39k2fLl6R6qP2ZatmxJy5Yt38lcarWa+vXrY2drS9++fYl+9Ii/Ll+mYaNGTJw4MdPvL3duP/744wRxcbOx+KR+mNjZ2aNU5uXw4Vj27l2I2WzCxsaGiIiLfPZZPet7K1W6NPPmzaNP794EBwUhVyiwsbFh7rx5mbowqlQqXF1drfdcFxcX3NzcaNasGXa2trQLCsLf359p06eTN29eOnXqxMKFC4mLi0OlVnH16lXWr19P8xbNGTt+LG5ubvw4cSL16tenbCb356zg/16o/nX5Mq6urnwTEkLOnDkpWLAg586fZ97cefzw4wRru+TkZP7Yto24+DjcPbLRuXNna748R0dHNm7cSJs2bciTJw/DRwxn5YqVfPXVV3hm92T5sqWsWbOG9Rs24O/vzzfffEPp0qVfeo06nY6zZ8+SmJj4zAun2WzGy8uLYsWKvfFn8jbJkSMHk6dMQQhYtepnxo0fjxCCQYMHvxU/M6PJyIL5CxgyaAj+hfxp2qwpmzZtZOuWLZy7cJ6ZM2eSP39+pkyZYhGr9+/TrFkz7O3s8Pb2zvL1SEg8jxs3b3Dh4gXq1q/L0aNHSUpKonTpMmzfvp1Zs2YRGBho3d5sUL8+M4sV4/z58+zYuYNChQqxZ+8e7t2/i6enJ2B5YDMYjcyePZuAogFUq17NEiAps1zTnqZSpUpUrFiRZs2asWLlSjZu2sTs2aEYjQZGPwkGEkKks5TKZDLMJhPtO3SgaFFLQIp3jhwEBARw+vTpdELVZDLh7u5O48aNcXJywmQyEXnlCnq9/kn1H8sDp06nQ6FQUKFChXQP9FqtFp1Oh5+f32uJVLC4EtWtW5eEhIRn+k0aDAb8/PzeWkClXC6nZ69exMTG8uOECVy/fv25RQDeFdHR0Zw7d+6N33fafRFI91sxm83kzp2bTz755I3Gz4wvatYkdPZsan/1FS1atmTy5MnPbPvZZ9UwmcxoNJoPNNDLwtPfQ9rfh8FgIDi4Ol9++WW6tv7+/ixZsoQvv/wSk8nE4cOH8ciW7bnjp2XkeHrnsGy5cnh4eFCwYEHy5s0LQK5cuejbty/Dhw/HZLKk5lLbqKlatar1gTVnzpyWwLq3xP+9UF0wfz55/PysfhyBlSuzbds2/tj+B22D2lkvvjVq1CB09mwGDRqESql84jMFBqOBnTt24O/vz/z5C1DbqIk4EYFSqaRt27Y0btwYNzdXfpo2DV9fX4YNG/bKgVqpqals3LiR69ef7T+p1+upXLnyBy9UATw9PZkydQoyGaz4+WfGjhuPRqNh2HffvdI23stw/NgxhgwezCf+BQkLC6N4ieJ0796dwYMGs2zZUsaNG8e6devw8fFh2rRpaDQamjRpkqVrkJB4GVJTU4mMvIpfvrycPXuWyKtXUSqVuLm5kd0zOwcPHuTokaNU/bQqAC6urvQfMIAOHTqwdMlSypUpyy+rVlG7dh1q1aoFwCf+n1C1ShUOHTpEt65dqVO3DgsXLqRkyZL4+PhY546IiCAuNpZPP/uMEiVLUqRoUZo0bUrbNq2ZPWcOJUqWpGHDhhlEjBACo8lEkSJF0gVaPO2Gk4bZbMbFxYUmTZpYr2O5cuViz5496YRq2rj/FtJpotdgMGAymV4r0MjOzo6qVau+cr+sRqFQ4OubiyJFirBo8WKyvUBUvAtu3brFokWLkMvlb0Wk6/V66tatS8GCBd/K+NGPHiGTyUhOSiI1NfWZ95J79+4RGRmZTlB/LGg0Gnx9fTP1yX4cE4PBYMAsBHHx8S8UqpmRnJxs/ftKw9bWlqJFi1pdd9L+e+TIEZo2bfpOfrv/10L18KFDREScZNqM6ZjNZkwmEx07dmTlihWcOXOG9evWW4WqSqWiZcuW7Nu7j8WLFzFt2jSqV6uO0WAkMSmRVi1bobZRYzKZMBqNFC9enGbNmgHQs1cvflu9Gnd3d/z9/V95na6urowcOfK5pUeBZ164165dS0RExFuLvEyzlHTq1OmlIuzBIlYnPanYsnz5ci5dvkxiYmKWC9WU5BS0Wi09e/WmeIniALi7u+Pq6mpNwZVmzUj7A9VoNFLUv8Q759y5cywNC6NX7958O/RbjEaj5WaKjM6dO7N69W+EhoZahapCoaBKlSpUrVqVkydPMn/+fGzUahrUb2D9/To7OePu7oFSpaJs+bIoVSr69OlDUFBwuqTeP/30E8ePHWPf/v34+vqiUqmoUL48rVu3YeLEicTGxlpv6k9boWRYLD+bNm6kYYOG5MhpuYEqlUrrdn5aH6VSidlstmYGAIvfeqlSpTh27BiHDx2ia7dulgj/p/qmoVAorNe4142Gj4uLY/ny5dy9e/eZOzharZbAwEAaN2781oRM1N9R/LxyJR06dnyl3bW3SenSpVmyZMlbG18IYf1dZDXLly1j/Lhx9AkJ4VB4OEFBQYSFhVl/Z09To0YNPv300yxfw7sis9/+kSNH+CYkhDJlyiCXy2ndqhUrVq6k0HOClRUKBXK5PN14mX03ycnJrF69GrlcjvyJSBVC8Osvv9C6dWvrQ/HhQ4ewd3B47d2O5/F/K1SFEGzdto2z588xa9YsVq5ciclkwmQyce/efUxmMympKZjN5nQX5pYtW7Jj5w5OnTrJjh3beRwTw92ou3Tr3g2wWA3UajWRVyL5eeVK2rZrxy+//MLDhw8xGowZxnsZZDLZGxUicHFxwdvb+62lOjGbzTg7O7/y+F5eXnz1VS3WrVtHu7bt3spWu0wux2Q2Z7DwNG3ahE2/b3puOVcJiXdFXFwcs2fPpkSJ4rRs2dJaxCKN7t27cfDgQY4cPcKGDRusFd78/PyoU6cOBw8eZO26dTRq1Iivan9l7XcyIoINGzfg5ORE3779rOWITSYTKSkpKJVK67VFp9WRlJj4z5ri43n08BGQ3vKk1+sxGAxotVrkCgVOjo7s2bOHY8eO0ahxI8ASzW8ymawBYHK5HL1Bby2s8m/WrlnD7NDZ1G/QwOpe8O92acfSKji9zoO3QqHAw8MDs9n8zP56vT5TgZNVREVF0b1bNxRyJQ0bNnxr87wqTz8IfCzo9XqWL1/OuDFjGDxkCD179eLa9es0rF+f9sHtmTN3Djlz5kzXR6lU/qcKwezbt48B/ftTtmxZZs2ejRCCDsHBNGvalGXLllOmbJlM+xmNRusrjbQHyqNHj7J71y6+qFmT8+fOs3btWuQyOWq1GrVajZ2dHQnx8YQtDqNw4cLcvnWb7t270at3b0moZiXHjx9n+dJlDBo0kLp165GQkIBMJsPW1paaNWvSuXNnVixfTt269aha9Z8ShpWrVKZqlSr88uuvbNq0iZSUVJCBPO1JX66gbJmyXDx/ga5du/LgwUPWrlmDyWgiT+7cr+UTYzAYiIyMJCUl5ZlPo2azGQ8PDwoUyJjXrmbNmtSsWfOV533bhIeHM3XKT/To1o0aX9R4cYdn8Lwn9LTPO3TWLD799FOKF7dYVSsFBlKwYEHi4+Mz9P/YtoMkPm7u3LlDv3792Pz773xRsyY6vY7ExERrcE10dDQ8yc954+YN2rRuQ+jsUIKDg1GpVLi7uSNDhslkwsPDw1r8AkCpUqFWq4mPj6dx48a4uLhgNBqxt7dHqVDy2WefMfWnqSiVSu49uE/9+vVp1qwZ9erXZ9pP09i6bSt58/qRK1cuTE8qwm3evJlyZcpSqnQpJk+dytSpU+nZqxeDBw/C1taGlNRU9u/bT/SjR7Rr25YWLVvg4uzCti1bMZnNDOzfn2/69UOhUHDz5k0m/vgjFy5cII9fHg4dPEhoaCg6nY4JEybg5elJ3Xr1iI6O5vsR3xMREYFMJmPQoEGMHTv2lYNSnZ2dafcSxUZel2elpkrjzp079OrZE51ez/IVy9O5X0i8OhEREaxYtpxv+valZy9LhH+B/PlZs3YtQe2CCFu0mOHfj3jPq3x7REVFMW/OXCpUqMiUn6Zi8+TvftHixXTs0JEfxo9nybKl6QL1tFots2bN4tdffkGn1/Pt4CFMmjLZan1VKpXcuH6D4OBgRnz/Pat+XgVmwbDvvqNYsWLIFQpGfv89w4YNY926dRw8eBCNRoMwC/Lny2+dJ/Z/7N13VJPXGwfwb3YICVNBZImCA1dRcG+tu+5qnXULiIoT69Zq3da992y1zloH4t6zCA60iIoDUJlJyM7z+wPJT2SICoJyP+d4jiQ39715k7x5cteTkIAHDx6gRIkSnz3nu0gGqmQkHD1yBEKRCJ07d0H16hl/caQkJ6NBgwY4FXISx44dRZ26tU355oVCIfz8/XHiRAi2bNkKsViELVu3mCYVc7gcNG7cCFcuX0IpNzfcuXMHZcuVw48//ojRY8Z8UnsVCgW2b9+OyMjILIer0rfOqlevHgIDAz/pGF/a+fPnEThiBOrWrYfpM2ZA/BlD7WKxGBwOJ8tpAwZ92ly2R1EZFyxERETgWXQ0JBJJhnk3fD4/y2wxDJNfLl26hPj4eNSpWxdEhMWLF8PPz8+0gjrMZ14AACAASURBVPbK5SvYum0rPMp6wK20G1JTUxESEoLmzZvD2dkZvXr3wqOoR4iLi8PY93bQMDc3h5lIDAcHBzg6OiI1NRVcLhf//vsvQAQzSdrnrlatWnj58iW0Gi3C79xB9LNniI+Ph7+/P4YPHw5nZ2ckJSWhdevWCH+74KZDhw4oZmuLgYMGQa3RYNeuXVixciV++OEHjBw5EgcOHIAqNRV37twFB0DdevXA4/Hw/OVLLFiwABwOBxpN2jY71apVw6hRo3Hj5g1IzCVo2rQpFAoFTp8+jQYNG+L27duIjIxEw4YNQUQIDw/HrVu3Ct0QrpmZGTQaTZbpTx9HRWH8+PHQarVYu37dB4PU2JgYqNRq06IWJrNKlSph+84dmTIoenp64njw8Vzvo/21Kl68OBYsWojixYtn+N6SSqXYsnUL4uLiMn0vRkZG4sqVK6ju7Q2RSISk5GRcuHAB5cuXT1sc+bbTq2rVqjhy5AiMRgOmTpuKiZMmmeoY9nbbsX379kGuUMBMbIa+fX/G983TOsRiYmKwfft2nDx5Eqmpqdi3b9/nzWWlIkatVtP8efNJZi6lKVOmZFvu6JEjxOPxyEwsplmzZlFqaqrpvqSkJBo4YCBxuVz6vlkzio2NNd2n1+mobt265OLiQnPmzKG5c+fS3LlzaenSpbR8+XJav249PXny5KPabDQaSalUUkpKSo7/3m1jYXb+3Dmq9l01CggIIIVC+Vl1RUdHU7sf2hGHw6FJEyeSWq3OcP/Tp0+pUcOGxOVyqe/PP1NIyEl6EBFB9erWJZFQRDN/nUk6nY7Uag19//33ZGNjQ3Nmz6Hff/+dIiMjP6ttDJMbarWaNBoNGQwGUqvVJJfLSavVZrg/JSWFtFotGQwG0uv1lJqaSnq9Psd6ExISaPSo0SQRm9Ha1WuIKO1aQkT0z+HD9PPPP1PbNm1IqUz7DOr1ejK+0waNRpOhPqPRaDq+wWDIdDy9Xk9yudzULoPBYHpOKpXK9LdGozFdsxQKRYb6NBoN6XQ6MhgMbz+XajIYDKTVak3/T6/z/fYVBnv37qXp06fTmzdvMt03f+48kkokdOLEiQ/WExsbSx3bd6AF8+d/sOzdu3epa9eu9Pr162zL7N+/n/r06UOJiYkfrK8gLVq0iKZNm1bQzfim6XQ6UqlUps9d+meLKO370tXVlbp3705ERCqVKsO16H3ZXQ8WLVpEI0eOJJVKRRs2bKCEhIQPtmvChAk0P5v3e5HqUTUYDNiwYQN+++03qDRqHD12DDqdDgEBAaZ5LDqdDitWrMDx48fB5/Oh0+sxd+5cCAUCU955S0tL9OzZA3v37UW3bt0ypCPk8fkQ8vh4/uwZJk6caFpZmD63SigQYvee3XB1dc11u7PrLfxabdu+HZ4VPTF37tzPel4xMTEYN24cjh07Bj6fjyVLl8HMTIIJEyeYyri4uGDr1q0Y0H8Adu3ahfMXLqC4bTHcvXcHEydOwNixY8Hn86HVpsLK0goKuRxTp07B999/n2EvQKPRiNWrV+PMmTNo0qQJBg0a9NXN52IKp3fnn4tEokzz0bO6LTeL/aKiorBl6xZ41/BBk2bNAPr/tJbWbdrgzOkzeBUbZ8rLk/5+zup4QMZth7LC4/EyDMWnT7t5v670eW5Zeff29Ply79aV7nPm7OeFrObIEhH27NmDIUOGZFpU+u+tWwg5GQJff3/TXrjZISLcuH4DR48dReOmTfK87UzR9v4c3Xc/W/R2oVT62o0PjS5mN5Wxbdu22LlzJ4KCgjBlyhTTiPMnt/mzHv0VqlGjBnbs3AGJRAKFQgEiynRx/e677+Dm5oagoCBwOByoVCrYvJMOEAC+8/LC34cOocx7c0ITEhKQIpejrEdZ/L5kMcRiMfh8PsLCwrB+3Xq8fv06y2GhomLTpk24dPHiRwWpGrUaGq0204bYEokEAwYMwIABA94Gm1qYm5tn2urG2cUF6zasx5MnT5CamgqdTofixYqhWvXqEIrSvhhFIhGmTpsKPz9fGIlQoUKFDFuAzJ8/HyKRCNWqVUNoaCg0Gs039eOB+fZIJBI4lCiB8PBw9OvbF1aWlgj6ZTzCwsKweuUqcLkcLFz0O8zY+/ijnDp1CtOnT0fr1q0xfPhw04+G9EWv7y5OAYCw27cRMDQA1jbW6Nu3L2JjYzOVSWc0GrH498U4dfoUDAYDxMIvH5AbDAZERUWBw+GAy+XCzc0t0w8UlUqF6Oho8Hg8cDgc6PV6uLm55cte2MyX8fjxY0ycMAHPnz/Hvv37sHDhQgwZMuSTkhM5OTmhZ8+euHnzJiZNmoRp06Zl6ND7WEUqUOXxeB/MnMDj8dCoUaMP1mVlZYW69eplun327NkICw/DjBm/omXL/6++rVevHho2aIjAwEAkJyd/fOO/Adu3bcesWTMx1G9oWg9PLiQlJWHy5MmoVasWevbsmeE+S0tLNMtlPa6urjn2YvN4PFSsWNG0Hdn7+Hw+3rx5gxYtWiAgIIDNY2UKvfRUiatWrYJcLkeyPCUtL7hOh5KOjggaH5Srax2TRqfT4cyZM9i6dSvi4uIwbdo0VKlSBa3eSefM5XIzLKa6ceMGAkeMwNVrV2H1NvuPWq3Osv70+YHPnj0DEYHH46EgEm8bjUYsXrwYf/zxB2RSKUaNGoWhAQEZRpDS099evHgRHA4HjRo1wtq1a1mg+hU7e+YMnj9/jmbNmsFgMOD06dNo0aLFJ2Vn3LNnD06cOGHae/lzFygXqUD1S3j06FHaNldGA5YvW46WLVughIMDjh45gn1790EgEORbmrGcvHr1Cnv27EFSUhIkEgm4XC48K3iaJj+nu379OoKDg2FpaYmkpCR4e3tnCLg/1a6duzBlymQEDBuGEYGBud794MaNG1j/doPyghQYGIj169djz549kMvlaN68eaHOasIwXC4XLVu1Qv0GDUw9eKmpqeDxeJBIJEUyjfPn0Ol0iI6OxogRIxAVFYVu3bohPj4+2/JEhN8XLcLVa9dgMBoRHx+fY/n3cTkcGIxffvRNIBDA398fMqkUwcHB+OWXX2A0GjEiMNAUcJQsWRKjR4/G0ydPIBSKEDRuXKac8szXpVPnzmjXvj0EAoFpgfanXiM8PDwQEhKC8+fPY9y4caZMeZ+KBap5zN/fH3fv3sWypctgMOhx8NABFC9uhwvnzsPNzQ2LlyzJttcuv3E4wMmTJ/Hvv6FQyOVwdHTEvHlz0alz5wxzVg7s34/Q27fh7Oxs2s7pc2i1WuzcuQP+Q4di1KhRuXoMGQkxsTFYv349DEZjgQ+z792717SZ8rZt21CvXr1vJjc38217N4DIz/1Bv3VmZmamLcGio6MBINtMgUBaD2mPHj3g4+Nj2r4wt4gIXA4H9bIYtfsSKlasiDlz50JmYYFpU6di2vTp4HJ5GDZ8mGlKQK1atdCxUyeIRCJUqVq1QNr5pRmNRmg0Guj1eohEIgiFQsjlclNQV9Bzpz9HXn6f1a5dG97e3tDr9XmSPIcFqnmsWbNm2LFjB549fw4OhwOlQgG9Xo9OnTqhatWqGbLBfEl2dnbw9x+Kdu3a4/z585g5cybu37+PceOCYG9vj4ZvhwB9fHywZs0a+Pn5YcKECWjXrt1nHZeIsGjRIjx58gTjatbEs2fPstzwO136NlF//vknjh87hgtvh5YKem/TmzdvYs6cOahbty6GDRvGeqMYpoh5N1tWdsP372vTtm1+NinfEREGDBiAs+fOYeqUyeByuejXv5/px8+7e/YWBVevXsX8uXOhUmtQrnw5NG7UCHt270Hsqzg4lCiBoPHjP2mo/Fv0ftKSz8EC1Xzg7e1dIMP7ueHk5IROnTphy+bNePjgAV68eIF/jhxBvXr1weOn/eqvVLkyPCtWROU86E1dvmw5ZkyfDo1Wi379+sHMzCzHbFDpgerDhw9hNBphNBoh4PPB+UD62Pw2atQotG7dGra2tuxCxDAMgOxXPX8rdDodataqBZFYjBUrlmPq1Klwd3c3ZT9Lv0YXFTqdDolJSQgLD0fwiWDs2b0bvXv3QWn3Mvht9mwkJSdj3759eRagMWlYoFoEvXnzBlKpFN4+Prh54ybWrVuHEiUcMGrUSABpCQZSU1OhUCg++RgGgwFLFi/GxIkToX670f6jR48+qS4OhwNjwcapsLe3/6xViwzDfDvSg7OiEKiq1WqMGTMG0U+f4vDff2P//n1o0KA+JG93WClK6tSpg33792Ps2LHYsmULuvfoiZm/zQKPy8X58+cREREBg8HAAtU8xgLVIkilUsHC0hL+Q4di546d2LRpE37/fRF++qmbaT/Zzx1uj4mJwb69e+E/dCiKFSv2yRc0IgIHQNXvisYcKIZhCr9q1aqhSZMm2LFjBxo3bgwbG5uCblK+ICLodDo4Oztj8ZIlMBJh06ZNkFlYYObMmUVuChSfz4e1tTW4XC6cnZ3h6zsEfB4PGo0GAoHAlCWRyVssUC2COBwOFAoFHBwcMHfuXERFReHCxfNYsGABfvvttzzZesnS0hLLV64s8NX6DMMwec3T0xPNmjXDhAkTMGnSJFOgqtfrc5yD/76EhATExsbCzs7u81JMfgARQSAQZEpS8DFcXV2xbNky9EhIwOLFi027x1hZWeVZO83MzJCSkpJn9eUXg8EAo9Foeq0NBkOR3h89v33b4xZMtjgcDrRaLWyL2aJdux9ABCxdsgTTpk2DUqn87NWLMpmMBakMw3yzlEolgP+v/H/x4gVkMlmue1dfvnyJVatWwdfXF8OGDfuoAPdjCQQCJCQk4OXLlx/1uPQV/ulcXFzQtnVrAMC8efOwds3aPNuRRaVSmRINFHbvjzi++/fX0P6vDQtUi7D0X4ADBg7EsIBhAICFCxfi8OHDeformWEY5luVHpisWbMG5cuXh4+PT64et3LlShARdu3ahWrVquVrj5zMQoYb165h796/PupxQqEw0/ZCg4cMgb+/PwwGA2LjYvNsnm54eDjWrlnzVWzxJBQKTZnI0v/m8/lpadKL0C4IXwoLVBnIZDLMmjULvn5+MBqN2LJlC+7fv58n+58xDMMUBSqVCnw+P0MGp5y0aNECycnJ+OuvvzBmzJh8zXbH5XBh0BugVuVuWy0AePjwIY4dPYYD+/fjxfPnptttbGwwa9YsDBo0KC0pQR4F2DqdDjqtDtxC3iN59coVnD9/Hq9evcL+/fuh1WoRfPw47t69i+fPnmH37t0Zyt++fRuBgYGYMWMGYmNjC6jVXzcWqBZBQqEQAoEgwy8/M4kZ+vXvB6FQiPPnz+P+/ftfJE3oq1ev8ObNGza/h2GYrxqfz/+orZrq16+PHj16IDU1Fb/++muu92b9FGQ0Qm8wQJzLzodXr15hzOjRuH7jOo4ePYaZM2ciMTHRdL9MJsPs2bPRoUMHJCUl5UkbzSXmMBJBo9XmSX35ISIiAuOCgnDv7j1oNBqcOHECqampOHfuHF6+eIFUlQpjRo/BqVOnAAD//vsvNm/eDE9PT5w+fRqPHz8u4GfwdWKLqYqgxMREU4D4rsqVKmP2b7MRFBQEzdstpfKLVqvFlStXsG7dOkRERCAoKAhdunTJ12MyDMPkFZVKBeD/GX0+dmeTpUuXQqlUwtvbG3/++ecn70dKRBAKhTmuwLe0tERJx5KIi4uFUqn8YLpTqVSKCRMnYuq0aTAajeByuZlG2CwtLdG27Q95MidTr9fj4X8PYSYxg7OT02fXl1+KFy+OuXPnmuYlW1paQiaTIWDYMHTu0gU8Hg+pqalwdnYGAKSkpCA5ORk1atRA69at83XB3NdOLBZn+xligWoRExYWhoChAbh8+RJiXsZgzdo1qFOnDoC0ntbAkYFISU7Glm1boc3HX7YPHjzA77//jtGjR+PBgwdsXg/DMF8VLy8v2NnZ4cSJExgwYMBHr6i3t7fHhg0b8OrVK0ydOvWTFyUJBALEvHyJq1evomHDhlmWqfrddxg4aBDmzZmLhg0aomOnTjnWKZFIUKtWrQ8eu9tP3fIkUI1/8wYzps9Ak8aN0bNnz8+uL7/Y2trC1tY20+2Ojo5wdHTMdHv667FgwQK0atUKrVu3/iIjlV+b2JgYPHzwANWzSZTEhv6LmNevX6Na9WoYM3YsmjRpgri4uExlRo8bAx/v6qZVrfmhZMmSqFmzJg4fPoxKlSp9dqpWhmGYL6lnz56oWbMmJk6cCCDth/7H9Kp269YNBw4cwMyZM009cJ9CKpXi7t27WLVyZc7lzM2hVCrzdGjdzMwsTwIvLo+HhIQE8Pl88L+hzfL/++8/aDQaLF68GH/88QdCQ0MLukmF0sULF3Ei+ES2Pf2sR7WIadKkCZo2bWr6O6sLq1gkxojAwM+6eH6Ira0thgwZguDgYOzcuRMJCQlo1apVvh2PYRgmL6X3JH5Odqa82NqJw+GAjPTBef71GzRA/Qb1sX3bNnh5eaFcuXKffey8oEpVYdnSpRCJRBjs61vQzclTL168wMiRI+Hj44PmzZuz9NvZMJARRjJm2zvPelSLmPffCFm9MXg8HmrXrpOvW1RFRkZi0qRJANIu9B+7vx/DMExBIqJCkS5Tr9dDq9PB/ANZokqXLo3mLVogJCQEkyZNytepXR9jx/btmD9/AapXr4YmjRsXdHPylLe3N5YuXYqOHTuiX79+KF68eEE3qVAyNzeHQW+AJpsFhSxQZQqEubk5UlNTsWXLFnh5eaFHjx4F3SSGYZivjkwmQ/0G9fE4KgqPHj3KsWy3bt0wbNhwXL16FWfOnPlCLcze61evsGfPblSv5oU5c+YUdHPynFQqRdOmTdG+ffsil242t5RKJf7991+UcisFdw+PLMuwQJUpEA4ODlixYgU2bdqEHj16sD1bGYb56uh0ugLPRGRlZYWx48bi+vXr+Ofw4RzL2tjY4Ndff0WXLl0wamRggQarcXFxGOrvD7lSifUbN2YbpDDftsdPnmDr5i2oW7duhmmJ72KBKlNgJBIJ7O3tv4pMJAzDMO+TyWQA/p/lr6CG02VSGQQCAZKSkz9YVmwmxvTp01G/fgP4+/vh2LFjePPmzSdvj/WxUpKTcefOHQwLCMCTp0+xYsUKlC9f/oscmyl8VKmp0BsMkMpk2e6cwZs2bdq0L9wuhmEYhvmqcTgcuLq6Yu/evYiOjoZYLIaLiwuqVKnyxdsilUqRlJiIPbt3o4KnJ9zc3HLs6RWJRGjUqDGiHkVh6+atSEhMQO3atb/IfNu9e/di9pw50Gq1WLZsGb7z8sr3YzKF09OnTzF1yhTwBXwEBQXB3t4+y3Ic+pwliwzDMAxTROl0Onh5eeHu3buYNGkSxo0bZ+pl/dKuXrmCFi1awMbGBteuX8/V5vJqjQb37tyFUCREhQoVcp3+9XM8ffoUcXFxcHV1zTYwYYqGwBGBWLt2DUYGBmLW7NnZlmND/wzDMAzzCeRyObjc/3+NFlSQCgDePj5YtXo1UlJSsGPHjlw9RiwSoVr1aqhUqdIXCVIBwNXVFTVq1GBBahF348YNnDp1Er379MHI0aNzLMv2UWUYhmGYT8DhcD5rH9W8xOPx0L17d4AI48aNg1AohJ+fX0E3i2EyuX07FIMGDYJPjRqYPXs2bGxscizPAlWGYRiG+UZ079EDWq0WkydNRqpCiU6dO6OkkyNELE01U8DevHmD0NBQjBk1Ct95VcOiRYtgaWn5wcexQJVhGIZhPlH6avnC0rMKAD/37QsiYOvmLXgaHY0x48bAxdmloJvFFHH7/tqL3Xv2oE6dupgzfy4sZBa5ehxbTMUwDMMwnyAhIQFeXl6Ijo7G6NGjsWDBgoJuUgZyuRx6vR6yHLb+YZgvRaFQQKPRwMbG5qP2H2aBKsMwDMN8ArVajZ07d+L58+do3Lgx6tevX9BNYphvDgtUGYZhGIZhmEKJbU/FMAzDMAzDFEosUGUYhmEYhmEKJRaoMgzDMAzDMIUSC1QZhmEYhmGYQokFqgzDMAzDMEyhxALVt97f/OBr2Azha2gjwzAMwzDMpyqyOwBHRETg4MGD0Gq1SE1NBYfDgVAohJmZGVJSUkxBoLm5ORwcHNC5c+dcpfp6l8FgAJfL/aiNbXPrxYsX2LZtGxITEyGTycDj8VC5UiW0/eGHTGXVajU2btyIuLg4CAQCAEDPnj3h5uaW5+0CgLNnz+LGjRsYOGgQLC1yl3mCYRiGYRjmfUU2UA0NDcUvE36BWCTCiOEjYGdvj7///hunTp3CiBEjUKpUKZw4cQLBwcEoVaoUGjVq9FGBasT9+1iyZAk6d+mCZs2a5Xn7BQIBrG1scOniRZw8eQoajQZNmjZB6zZtwOVm7Cjn8/lQq9VYtnQZUuQp6N2rN4T5lPfZaDDijz/+wIb16xEbG4tZs2bl27EYhmEYhvm2Fdmhf5VKBYlYggXzF2L2nDkIDAw0BZS+vr4IDAzEtm3b0LZNW3A4HOj1+o+qPy4uDps2bsLt27fzo/mws7PDkMGDsXXrNuz5aw+cnZ1w5cqVLFP48fl8jBo1CoEjA9GpYycsXrwYjo6O+dKuy5cv4+DBg9AbDDgZEpIpaGYYhmEYhsmtIhtF2NvbY9asWfAf6m+6LTU1FQCQnJwMALCxscHixb+jZ48eH5Un2Wg04vbtMOiNBljk89C3lbUVmjRpAg8PD9hYW2PK5MmYP29elvNXS5UqhVJupWBp9XFTGHJLoVRi796/IBIKYVusGBQKBcLD8idQZxiGYRjm21dkh/5bt24NtP5wOddSpTB12jTT33q9Hkf/OYLwO+HQGwzgCwSQiMVwd3c3zQ9dsWIFxowZA6PRiEOHDuH58+coV64cOnbsCDMzszx/Li9fvkQZd3f80K4dRo8ahYkTJ4LD4WDkqFHg8XimchqNBmq1GjqdzjRXFQCOHD6CJ0+fYOCggZmG6cPCwhB8PBidO3eGW+mc57Tev3sXa9aswdSp03A77DZ2/7kby5Yvx8aNm0xlwsPDcfzYMYDDAY/Hg0ajAQjo2KkjSpQogY0bN0Kv14PL5WLo0KFISUnBrl27kCKXQ8DnQ2Jmhnr16qFa9eogonyZ/8swDMMwTOFQZAPVT7Vj+w6MHDkS1tZW8PXzw949exF6+1/IZBZYvnw5uv3UDaVKlcLgwYOwctUq8Pl8SKVSiESiTEGVRqOBQqHIMdgiIvB4PEil0hx7dVUqFRo3boyePXthx47tWLp0Kfr264dixYp98DkZjAbMnz8fj588xvz58023R0RE4Oc+fVCmdBl079H9g/UkJibC28cHHTt2RNXvquLEiRM4c/oMQk6cQLPvvwcAiIQiHDt2DOfOnYPeYEAFzwrw9/WHSCgCn89HREQENm7YgK5du2HRokU4c+YMzp87j7Zt2+DmzZumoNzHxwfu7u7w9fXN1XNkmMLIaDRCp9OBiKBWq2EwGCASiUzzytP/FggE4HK5GX5gfiqNRgMiglarhVAoBIfDAYfDAZ/Pz/VUHSLCwgULEHY7DBwuF917dEfLli2h1+uhUqkgFAozPKf0Y4jFYnC5XPD5/Aw/ogsLIkJKSgo4HA5EIhEAQCAUgvveNVqr1UKr1UIgEMBgMMBoNEIqleZbm3R6PYR58NrnlsFggF6vh1arNb1eHHDA4/M+6nULORGCrVu2gsPjoFq1ahg8eDDMzMygVCrB5XLB5XJN55LD4YCITO/39AXODMMC1Y+QmJiIvXv/AofLwcZNm9CwYUP82KULBg0ahFOnT8Pf3w+Wlhb44YcfYGdnh5WrVqFNmzYYOHBglvVdvnwZK1asyHFnAK1WixIlSiAoKAiurq7Zti01NRWOjo5YtnwZUlNTsW/fPkyaNAmLf18MsZk4x+f1Q7sfYCYxw8ABA8DlcDB33jz8999/6Prjj/D09MTades+OIVBqVRi3tx5cCzpCI+yHnB2cYaFzALRT58iLDzcFKiWLVcWW7ZswajRo3Hw4EFU9PSEn78fuFwujEYjqlevDp1Oh2XLlqF2rdqIiIhAwNChmDX7N9y4fgODBg3Cg4gI1K1bF40bN4ZEIsmxXQxTmIWEhGD69OnQaNRwcnKGubk54uPjkZqaimLFisHMzAwxMTFISU5G5SpVsGzZslwFREajEa9fvQaHy0Hx4sXB4XBgMBhw6tQpzJ49G/KUFNjaFkNCQgK4XA4sLCwwZ+5cVKtWDQCQmJAAlVqN4sWLZxkcExGuXbuWNh9dr0fpMqXRsmVLREdHY+zYsXj8+DFkMhlsbW0hFqddf7RaLZ49ewYigp+fH/r165e3JzMPKBQKzJ0zF1evXUXcq1cQ8Pmo4e2NyVOnwsnJyVTu33//xfjx4yGXy6HX69GjRw+MGzcuX9r05s0bjBw5Em5ubggaNw5SmSxfjpPu5cuXmDRpEu7cCYdMZgEyEuQKOcRCIXr27g1fX18Aad85CQkJsLS0hCybNkVFRWHf/r1QazSIjIxE//79YTAYsGDBAuzftx/mUnNYW1vD0tLS9IMm5mUMklOS4e3tjSVLlrBrPAMQYzJp0iQCQFeuXMny/lUrV5K5REJdOnemlJQU0+2hoaEkk5qTgM+nlStXEhHRqVOnCAAtW7Ys2+MlJCRQWFgYhYeHZ/vv9u3bFBERQSqVKtt6Hj16RD/++CNFR0cTEdGb16+pU6dOxOfxyM/Xj5RKJRERrV27loYNG0ZarTbLeoKPH6dyHh404ZdfqHWrVvRjly6UnJyc80kjIoPBQCdOnCC3UqVo2ZKlptsHDBhAfD6fBg8eTIkJCRke8+DBAypb1oNEQiEtWbyYiIgiIiLIwb4ETZ48mYiIHB0dqX79+hket2vXLpJKpbRl69YPtothCrsNGzaQgM+nqpWrUHBwMD18+JC6du1KYrGYduzYQZGRkTRr1iwSi0Tk5OREiYmJuao3IT6eOnXoSN1/6m66djx58oSqVKlCQqGQPNzdS73vRAAAIABJREFUaeuWrdSta1dycHAgDodDwcHBpsdP+OUXqlu3Lj148CDbYyQlJdGhQ4cIAM2cOZOIiHQ6HW3YsIGsra1JIpHQjh076MGDB3T//n26ePEiNf/+exIKBDR27NjPOGv5R6fT0fNnz2n16tVUw8eHRCIR8Xg86vZjV3r65ImpnEKhoJm/ziSpuTk1qF+fIiIi8qU9RqOR/jn8D1lbWpFAIKA//vgjX47zroCAABIKBWQmEtP8efNp+rTp5FmhAnF5XBo+fLip3MmQECpfrhxt2rQp27qUSiVFRERQ1apVqUGDBpSUlERERNevX6d6desRh8OhgIAAioyMpDt37lBERARNmTyFRCIRubu7Z/ieZYou1qP6EWJfvYJQKIT/0KEZfkGWLVsWHTt1xvZt20xDZ/R2MRPlsCm/tbU1rK2t87ydtsWKYdWqVTAYDFi3fh2EQgFm/fbbBxeEfd+8OYYNH4Exo0fD3t4eV69fy9ViMINej5UrVuB1fDyS5SlYuHAhuFwuxGIxDAYDtmzegp+6dUPjJk1Mj3FxccEPP7TDihUr8ObNGwBpv9CL2xVHrVq13vl1/RL37t6DZ0VPaLVa3A4NhUajgUal+ryTxDCFgEqlQoUKnti2YzsqV64MAHB1dYWVlRU8PT1RpkwZTJgwAXweHzt2bIdOq81VvTw+Hy9jXkJsZmYaqlWr1Xj+/Dk8PT2xbds2VKpUCb379Mbs2bMxZfKUDKM6CYmJeBYdDaPRmO0xLC0tUaZMmQy38fl89O/fH6Ghodi7dy8qVqyIsmXLmu7ftn07unbtCm0un8eXxufz4ejkiCFDhqBXr17o2bMn/j50CPsP7EeNmjUwavRoAGn7a48LGoeIBxEYPHgwypUrly/tMRgMWLt2LVJVqTAajDh8+DDq1auXb7u2AMDjx4/B5wuwZPESDByUNhrYomULtG7V6r22EaKioqBQKLKtSyKRoFy5cjA3Nwfw/+9Db29vTJ8+De07dICLi0uG99H0GdOhN+hx5MgRaDSabHtrmaKjyK76/xR8Hg9cHi/TML2ZmRmGDh0KIxF0Ol2u69NqtUhKSkJycnK2/5KSkpCSkgKDwfBRbbWzs4O/vz84HA42bNyIFy9e5GoIhcv7/zSE3O50oFQq076g+vWDubk5VCoVlEolKlSogN69e0Nv0GPD24QD6cRiMbp37w6JRIKQkydx7+5d7P5zN0qXLp220A3AlClTEP3sGbp3745z587h119/xeLfF4Pz9vEM87WrV68etmzZbApSgbQFm/R2Dmm6EYEjsHDRIpi98xlWq9VQKpXQarUZts9Tq9XYtnUbIh48gEgkQnx8vGmI2mg0Qq/VZfhsd+zYEXXq1oFarYZer8fxY8dx+vRp8Ph8yOVyJCUlpS16fEun00GpVEKtVmcbpPD5/EzPAUi7Lq1btw4//vij6bmmz1FMl/63LovbP3abwM8hFovfzpfkQ28wYP/+/Qj9N9QUbBmNRgiFwmznbKrV6mwDcp1OB1Uufmxv37YdsbEx6NWrF6ysrHDwwEHcv3cvy/rSz5tSqTR9X6hUKqjVatO/dOnXaK1WC8N759RoNEKv14PP///zqlq1Krp06QIiAhHh6dOn2LhhPYxEMBqNSEpKglKpzFCPSqVCamoqkpOTs/xe5PJ44HK5Wb6mEyZMwJw5cyAWi2E0GqHVajO8B99/j6Q/3/T3U04dRMzXh/WovuNDvaBkNCIxMRFr16yFj7c3zN/OFTMYDIiJjQWPx8v0gczpA3Px4kXTHNXsFjHkdo5qVsepV68eAoYOxbJlyzFn9hxU8KyQ464DJ0+dwtIlizFq9GjcuHEdAQEBWL9+venXcHb++usvXLt2DceDgzP1LFhbW2Pnjh04ffo0FAoF7O3tTfeJxWKUsLfHzRs3cPToUVy8cB6upUoBAHg8HmrVqgVrK2tERT3CtKlT8eLlSzg6O6FNmzb4vnnzHNvEMF+DqlWr5qqcSCQy7fOs1+kwY/qvOHPuDCQSCZKTkuDo6ITJUyajatWqCAkJwfIVy6BQyBEWFgZfX1+4lSqFjp06wcPDAzdv3ES3rl2xatUqVKxUCeXLl8emTZtgbW2NyP/+w7z58/D06VPweDxMmjQJdnZ26NmzJ1q2bImb169j+owZUKamQiAQQKVKy+r3frCm1+vB4/Ey9IZFRUVh44YNGDN2LDw8PKBQKBAwNABPnj6BmdgMAwYOwOlTp3Dr1r8Qi8XgcbkgAE2aNoGjoxPWrV0DRycnLF26FCVKlMiz1yA7CoUCUqkUo0aNxqFDf+PS5SsIHBmInTt3omTJktDr9dDr9dl2Thw+fBg7tm9H0PjxqFWrlun2e3fvYvKkSWjdti0GDBiQYxvOnT8HAV+AKVOnooSDAxYvXoy4V69gMBhM5zwuLg4jhg9HfHw8CICDgwMWLFgAe3t7HD16FOvWrUNyUjL69OmNLl26YM3atbhw4QJ4PB6UCgXs7ewRMHwYpFIpHBwcUKZ0aQQHB2NEYCBSVSp07NgRDg4OmDd/Pl6/fg2lQoFVK1fixMkQ6PV6bNu2DZcvX4bXd99hXFAQUpWpGD9+PO7cCYdAKITRaMT9+/cznAMApkWE738nzZ07F7Vq1UKLFi0AAMuXLcPev/aCw+WiXft2EIvF2LFjR9rCK6EQAAdOTk7o3KUzNm7YiJjYGMyaNStfEu0wBYMFqu9IX6SQ3XC3u4cH7O3tcerUSdy8dQsNGjQAkNajOHPGDBQvVizDMNe7dWbF09MTI0aM+OCqf7FYnOPKdolEAolEkukDL5FI8Ouvv8JgNGDN6rWwtLLEwIEDs1wccfbsWQweOBCdOnXCzFkzERERgZ+6dcOQwYOxfOVKWGWTlSs5ORmnTp2Cu7s77IoXz3S/s7MzXF1dEZ+QgEeRkRmGeMqVK4dhw4cjcMQILFiwAMWKFcPK8eMBpP0anzBhApKTkhA4MhB9+/UDn8+HUCiEs7NztueCYb5lCQkJWLRgARYuXITGTZugbZu22L9/P06ePIlnz59h5YoVqFmzJlauXIWRI0dCKBRi2LBhsLa2hoeHB+bMnYtBAwfi7r176NixIxo3boLBgwejbr16EImE4HK5WLhwIWbNmoVLly6hT58+cHd3h4uLC65fvw4/X188ffoUY8eOQ9SjR9i6bQsIyHQN4/P5UCqVOHToEO7duwe9Xo+tW7bg4cOHGD5iRFohIgCEuNhYPHjwEDdu3ICLiwssLSxAHIJSlYrbobdx6dIluDg7o6SjI4xGA4zGnEeX4uLicOnSJeh0uiw7ANJ7Bb28vODh4ZFtPekr39u1b4+GDRvB188XV65cwfnz59GtW7cPjjjVqFEDB/bvR0BAAFauXIkaNWrg/v37GDx4MKysrFC/fv0cH//y5UvExsTgpx7d4eLiAhdnF2i1GqxetQpNmzRBCQcH07mOj4837aSyYcMG2NraAkjrwY56FAV3d3fUq1cPf/zxB2bOnAUXJ0f4+ftj8e9LcOHiBVy7eQOVKlbEwIEDMXnyZERHR+PI0aMYPXo0tm/fDt/BvmjarAnc3d1h0OvRf8AAODo5Ydy4cWmLin/8ETKZDDExMZg8cTK2bd+K3n36wNPTEzN/nQmVSpXptUjfCeLatWvYt28fiAi3Q0Px2+zZ+PPPP03l9Ho9VGoVbv37L65fvwZnJ2eUcCgBo5FgMBrxKPIRTp85jWNHj6L8286YnKasMF+hLzwnttCKiYmhtm3aEgD6fdEi0uv1mcoolUrq07s38Xk8+u677+jC+fOk1+tp29atJBYKqXevXqTT6YiIKCQkhDgcDnX/qTstX7ac9v71V44Loj6VwWCgffv2UYUKFWjP7t1kNBozlZEr5DR8+HDicrlZLmL45/A/5F6mDI0YPjzDQquwsDCqUqky/dStm2mh1rtevXpFQ/2GktRcShMmTMi0SMtoNJJep6ORgYHE43GprHtZOhF8ggwGg6nM/v37SSgQEIfDoeHDhpnan5SURJ4VKhCPy6XOnTrR5s2baePGjbRhwwZas2YN7dq1i+Lj4z/5vDFMYTVy5Eiyt7enq1evZrrvn8OHSSQUUovmLejlixdERJScnEydO3UiPo9PvXr2IiIitVpNtWvXphYtWmSqI+TkSerfvx9ZWlgSj8sjaytrGhk4MsPCFT8/PypdujRFRUUREZFGo6Eff+xKQqGQunXrRkRpC4oG9O9PHIB+++23DMcYM2YMiUQiatu2Lfn6+lKvXr3IxtqaypcrZ/rcGo1GUigUtHPnTgJALb5vTv89/I+SEhMpMTGR/vvvP6pZsybZ29nRhvXrKSEhgZKTkzNcP7ISHh5Ovr6+1KdPH+rXr1+mf3379qU+ffrQ8ePHc6wnISGBunfvTqdOnSIiognjxxOPyyX3MmUoJCSEdDod/fzzz3TmzJls60hOTqb+/ftT7Vq1aNnSpdS0SRPq2KEDxcXF5XhsIqIlixdTs2bN6PHjx0REdOniRaperRqZSyS0fv16Mhr+f61/9OgRNWvajPg8Hs2ZO5fUajUREU2fOpXKunvQrVs3iSjtdREIBDThl1+IiOj4sePk4uJCzk5OFHb7tmnx7JMnTyho3DiqWLEi8Xk8EgqE1KxJE7p544bpmMHBwSQWi2ndunWm29asXkMioYjs7ezo5cuXRES0bu1asrGxoSZNmmRYDBgSEkIWFhZUtWpV8vX1pcGDB5OPtzfxeDw6fPiwqZxGo6Hw8HDy8PAgV1dX2r37T0pISKCEhASKj4+niRMnEgAaNHAgxcTEUEJiQrYLhpmvEwtUiSg2NpZ6dO9OFjIZmZubU/FixWjJkiVZBn2H//6bKlWsSGZiM6pSpQoNHTqU3MuUIfcy7hkuWKdPnyYbGxuykMnIydGJFsyfTxqNJs/bfvjwYSpbtixJJBIq7eZGhw//k2W5u3fvUgl7e/L388twu9FopAP7D9CC+fNJoVBketyVK1doxvTp9CjyUYbbExISKMB/KMmk5iQxk5CjQ0maPn16hnP2/NlzmjhxInlXr05SqZSEAiFVqFAhw0Xo/v371LZtW7K3s6fr16+bbtdqtVSrVi3i8XgkkUjI0tKSLCwsyNLSkjgcDvF5PAocMYLkbFUo843JKVDd9ccfxOdx6ciRIxluH9CvP/F5fGrXrj3p9XpKTEwkHx8fatq0KaWmpmaqR6vV0v59+2jQwIHE5/GJz+PRyMBAU6AycOBAcnV1pbt37xIRkUIup++bNSNbGxs6evSoqZ7Q0NAMq/7TDR8+nEqWLEkXLlwguVxOycnJtHHjRqpXrx69eBtgp/v7778JAP35558Zbk9OTiYfHx9q2bLlRwUeOp2O5HI5paSk5PjvQ9fjhIQE6tGjB4WEhBAR0aVLl8jb25t4XC6VL1eeTp8+TSNGjKDTp0/nWE9SUhIFBASQpYUF9erVi2JjYz/4HJ4/f05169SlWbNmUVxcHMXFxVFMTAwNHzaM+DweNWva1BSMptuzezeJxWIqXrw4Rf73HxkMBvL386NBgwaZfoSMHTuW7Ozs6Nrba63BYKBOnTpRqVKlsjzH169dpxnTppOzkzPxuDyqW6cO3Xj72P3795NIJKIVK1aYys+fN594XB5NnjzZ1NmjVqupRo0a1KBBgwyBanBwMFlYWNCMGTNILpeTXC6nsLAwqlWrFu3evTtDO169ekVubm7Us2fPTG2cNm0aSSQSCg8P/+B5Zb5ObOgfgEAgQKvWrdG+QwcIBALI5XKUKFECRqMx09yrNm3bws7eHk+ePIFarYZKpUKdOnXg7u6OGjVqmMpVqlQJmzdvhlKphK2NDRo0aJAvmxc7ODhg/PjxsLS0REpKCuzsMg+/A0CZMmUwePBgEFGG+U0cDgftO7TPtv6aNWuiZs2amW7n8Xho2qwp6tStA7GZGdRqFSwsLDOcM7FZWsaussOHQyaTgYggl8tRsmRJUz3ly5fHsmXLcOfOnQzzWxMSEhD/+g3Kly+PqVOnAvh/8oOQkBAcP3YMp06fht/LlyibTytuGaaw4QDQG4x49epVhsxsP/fti8P/HAaQfbY2nU6HV3GvIJVKYWlliQ4dO6JFy5YgImzavBkHDhxAwLDhWU99ersZu2upUmjZsmWGOnMikUhM05/69OmDKlWqwMbGJkOZ9EUy7y8Y1Wg0MBqNpmtWbpMdpCdZySv0dv5/7dq1sXzZcvj7+yH09m0cOHAgw7U0O5aWlqhTuzY2b9oEb2/vDPP0s3P27Bncu3cPfAEf9+/fN73W/z18CD6fjxS5HG9ev4bjO3u71q9fH40bN8aJ4GBs37YNLVu1wqVLlzFlypQMc4Xj499gzerVKLdwEa7fuI4LFy9CLBRCqVTCysoKb968gU6rg0NJB3j7eMPbxxtupUtjyJAhuHr1Km7euoXq3t5Zv884BIPRgJ49e5rOy7vv0wxF39ngP/31qly5MrZu3WpKtpAuPUkFgEznnC2e+vaxQBWAjY0NevXqlevyPj4+8PHxybFMsWLF8MPblKr5qVq1aqZNunMiEokQFBSE5OSUXGefyYmFhQU6dOyYYxlbW1v07dv3g3WVKlUKpd4uoko3+7fZiH72DJOnTDatEE7Xtk0b7K1fH6tXr0Yq26aK+cakf6ln9eWenhxkzpw5aNCgAdzc0tIa16lbBw4ODjAaDOC8V1f6l/qLFy/wc5+f0bRpU0yZOgVA2o4lPXv2wpGjR6E3GvD+IdOvFRwOB0YixMfH47+HD+Hxdi5+eoCQ1fzD9AAzHY/HQ/Xq1ZGSkoLQ0FCU9fCAja1tpi393q0jvZ6PCURev36NmzdvQqfTZRu0G41GVK5c2XT+spJ+/HfrqFmrJmbPno3OnTtj1x9/wNLC4oMLooKDg7F02TKUL18e27ZuhYODA7p27Zpt+eSkZCyYvwCtW7fCEF9fUyCffi6mTJmC26Gh2LRxIyZNmWJ6nH2JEujcuTPOnDmDw//8A5VaBZ1Om2F9Q+XKVeDo6Igd27dBrdZAwOcjKSERbdq0MS2anTBhAl48f4Fdu3bC4u3ahBYtW6BRo8Y4evxopnP67mtPlNbOmzduZFpY+/6iu/R63p9Pmj5v+NatW5BZyODh7pEh6H3/vZDd+4f5drBAtQiRmJtD8oEV/IVF+J1wgANUr149030isRjXr12Ds5NTvu4nyDAFIT1d6vu9SgDA5XDA5/EQFRWVYbue8+fO4fnzF3B2djYtbkofgUj/Ilcqlbh67WqmBUQeZd3h6OiIF89fZNj5hMfjmRYMGY1GCPh8vHj+HCtXrsTvixcDgGmU6P3RovR0rFltI3f16lX0+/lnLFq8GF27djUtAn1/MahQKDSl78zqXGQnNjYW+/btg1KpzLK3Mz2AFolEOQaqAoEAAoEg07G9qlVD0yZNcfiff6BQyLNdVEVEOHLkCIKCgtCmdWuMHDkSmzdvxsQJE6DX6/HTTz9l2Wlw8O+DiI9PQPsOHbJccHX7dhhCb/2LY8eOoXefn+Fa6v+7wXT/6Sds3bIFV65eRWRkJMaOG4eatf8/Ila2bFmUK1sO3t4+sLC0AJ/Hw/igIPQfMMDUY/0g4gEe/vcQnHfaVqxYMVStWhnHjx/NsJ0Uh8PJ8Bx4XC74XC7mzJ2Ldu3bZ+jZ5vP5Gc6VWCw2pe59n0IuR4/u3VG/fn2sW7/elHpXIBBkKp+enjy32ykyXx/etGnTphV0IxjmfX8fOoS79+7h1s1beP3qlSk5wp07d7Bo4UKcPXsWo0aNQpVcbu/DMF+DG9evY/WaNYiMjIS1tTW8vLwyBHA8Lhd3wsMR9fgxtOq0QDUuLg6+Q4YgVaVCYGAgvLy8oFQqsXPHDjx58gSJCYm4fTsUMpkMx44dQ/LbvZldXFyQkpICf7+huHLlMvoP6I/WrVtDJBLh77//xtUrV6FWqXHzxg0IRWm7bZw8eRKxcXGoVs0LNta2WLhoIa5evQqNRo2kxCSUK18eEffvY9WqVYiMjIStjQ0qVqwILpeLpKQk/PnHH9i+bRvCwsPRrVs32NnbY87sOWk/TAHUqVMHMpkMGo0Ge/bswe7du5GcnAw3Nze4u7vnajSoePHiaN68Odq3b48ffvgh07927dqhffv2OdZnMBhw6OBBbN++HRwuF9WrVze9Dubm5vD28UFoaChevHiBgQMHZjmcf+LECYwdMwatWrXCjF9/hZW1NerUrQulUolFCxfCyckJnp6eGY7555+74e/nhyqVK2P8L79A8DbgT6fT6VCsWDEcPXYM4eHhuHf3HmrVqgUb27TpFIK3wf3BgwdQwsEBQUFBcHF2MT1+zZrV2L9vH2rXro1SpUpBKBRCJBbhzt07OHv2DAQCAUJvh+LOnTtQKpWQmKVN3Vg4P22niRo1fDBkyBCUKFECDx48wK5du6DX6fD08RM8ffoU1b29cfnyZdy7dw92dnaoUKECDh8+jC1btkCekoL4+HhYW1tDLBZjzerVOHv2LIgINWvUgFQqhUajwcmTJ7FxwwYcDw6GZ4UKaNWqFbZt24oD+/dDmZqK8uXLw9XVFVwuF2G3w7B8+TJEPnoECwsL+Pj4fNSPGuYr8WWmwjLMxzl//jx5Va1KMnMpSczMqG69ejR40GCqX7c+tW3dhvbt3ZvrdJIM8zWIioqiZt9/TxKJhKytrMjW1pbmzZuXaZX70ydPqFnTpiQWiKhs2bJUpXIVci7pRJs3/z+V5evXr6lD+3YkNTcnmbmUhgcMo9thYVS9enWysrAkmbk5dWjfgVq2bElmYjMaNXKUKdUyUVoKVWtraxKLxNSoYUPToqo1a9aQnZ0dValShYLGBdEvv/xCpVxLkblEQpU8PenUqVPUrn17kkgkZGNtQ44lS1Lnzp1pwIAB1LlzZ7IrXpzMxGLq368fvX79mkaNGkUioZBsbGxILBLR4MGDSaPR0OHDh6m0W2nTIsrKlSrR2bNnv8wLQUQXL16kihUrkkwmo+LFitOiRYsyvQ737t2jOrVq07lz57Ks48aNG7Rv774M55WISK/T0aGDh+jChQsZbj9z+jS5uLiQlZUVlStblnr06EFn39tRYM/u3dShQwdycXEha2trMhObUZfOnU2pSYmIVCoVVfSsSMOGDcvUppm//kp8Pp/4fD6JRCJTilgOOCQUCGjG9Ok0cuRIsrW2JgupjHx8fKhr165kY21DDRs2pDt37pjqCj4eTK7OzmRmZkbOTk60++1iuDt37lD1atWoRIkS1KtXL5o9ezY1aNCALCwsyNrKitatXUcLFy4kmcyCbGxsSGpuTo0bNaKBAwdS375903Z74fGoapUqdPPmTfpz925yKOFAllZWJJVKqWaNGhQaGmraqcfMzIxsbW1JJpPRokWLcvHqMl8bDhGb2MEUTtHR0UhOSgIBpkw4IqEIFStVgqXlh1O7MszXJCkpCY8ePTINm2u1Wpibm6NcuXKZ5gW+fvUKL16+hF6vh0FvgJWVFcqV//+cQL1ej+fPniEpORk8Hg9ly5aFSCRCRESEae5mUmIiwOFAJpOhfPnyGXqi4mJjEffqFYxGI5ycnDLMc7x37x4SExMhFApRtWpVPH3yFKmqVJibm8Pa2hrPnj0zDQnr9XrI5XLTAhipVAoulwt3d3dIpVLcunXLNGyr1+vB4XBQuXLltD1EY2NNbdJqtXB0dITD271D81tMTAyeP38OkUgEnU4HqVSKsmXLZnodZs2chebNm8OnRs5rFnLjxYsXePHiBczMzKDT6ZCSkoKyZctmWHwaGfkIL1++gKWlJbhcbloWKZ0OFTw9TZkHDQYDHj16BIlEAqd3FlvJ5SkIGheE3X/uwZKlS1ClahUAaYkNFi1ciCtXrqJ//37w9fPDmzdvwOFwoExNhVqlgrnUHC7OLrCzszPVp5Ar8OxZNDRaLaQyKdzLuJvue/78OWJiYqBUKuHl5QW1Wo3Y2FgIBQKUcHDA69evkZKSYnp95XK5aSqLVCoFn89HMVtbOLu44PHjx4iPj4dIJDJlO3Nzc4NYLEZERITp86LT6WBmZoYKFSp89mvBFC4sUGUYhmGYT5CaqoJIlH0a1cJk166d8PX1Q8sWLbFjx3bw39lFQafToV+/fihWrBgWv51/zDCFxecv/2YYhmGYIkgiMfsqglQAkMsVUCgUUGvVWLBgIQ4ePAij0Yi/D/2NgIChuHXjJtr90K6gm8kwmbAeVYZhGIb5xkVHR2PCL7/gr7/2gojg7OKMpk2b4fTJk1AoFdi+fTuaNG1a0M1kmExYoMowDMMwRYBGrUFCYgKMRiMMBgN0Oh0EAgHMzc1ha2tb0M1jmCyxQJVhGIZhGIYplNgcVYZhGIZhGKZQYoEqwzAMwzAMUyixQJVhGIZhGIYplFigyjAMwzAMwxRKLFBlGIZhGIZhCiUWqDIMwzAMwzCFEgtUGYZhGIZhmEKJBaoMwzAMwzBMocQCVYZhGIZhGKZQ4hd0AxiGYZivl1wuBwBIpVJwOJwCbg3DMN8a1qPKMAzDfJJDhw6hU6dO+Ouvv8CycTMMkx++yR5Vg8GAf/75B3K5HK1atYKNjU1BN4lhGKZAXL58GZcuXUK5cuXQsmVL8Pl5c9m/efMmpk6dCg8PD9SuXRtcLuv3YBgm731zgapOp8O2bdswbtw49O7dG61bty7oJjEMw+QZjUYDlUqVYZg9/f/v9moSESQSCbRaLXQ6Hfbs2YOQkBBMnjwZtra2n90OsViM/v37o1u3brCzs/vkehQKBYxGI6RSaZbBrsFgQGpqKoxGY6b7uFwuZDLZJx+bYZjC75sLVOPj4xEaGoqJEyfC398fIpGooJvEMAyTZ9asWYNFixZBKBSabrOysgIRITk5GUBakKrVajF+/Hj4+fmhatWqGDFiBI4fP44RI0bkSaD68uVLXL9+HdHR0Rg7duxHBavJyck4deoULly4gJO2qg35AAAgAElEQVQnT0Kn06FGjRpo2rQp2rRpA2tra1PZ8PBwTJgwAdHR0dBoNKag3Gg0wtzcHC1btsRPP/0ELy+vz35ODMMUPoU6UDUajYiOjkZoaCgiIyMhlUpRq1YtVKhQIdsA1M7ODrVr14ZCoYBWq83TQPXYsWOQy+Vo06YNJBLJB8tHR0dj//798PLyQoMGDfKsHdmJiYlBWFgY7t+/DysrK3h5eaFcuXIQi8UZyt36H3v3HddV9T9w/PVZfNhORBFRVIaIoJILV5rbHDnLPdPM3DtL3LvcO0tzpebM3OAe4SwH5ATFEFCGrM88vz+Iz1cETc2B/c7z8eDxiM8999xzPz66vO8Z73PuHEePHgWy9sAYjUZcXFyoUaMGbm5ur729kiS9uGLFilGnTh0UCgUKhQKDwcC2bdtQKpW0bt0ayPj/WghB0aJFAUhISKBs2bJ89tlnFCtW7F+34cCBA6xcuZLWrVtz4cIFpk2bxqhRo54rWL1w4QLjx48nMjKS0qVLU7FiRQCSkpKYPHkymzdvZvr06Xh5eVnafuzYMdzd3Xn//fcxmUxZ6jt27Bi7d+9mxowZNGrU6F/fmyRJuYtC5NIZ8Hfu3GHq1Kn8/vvvREREcO/ePaytrfH29sbLy4vevXtTp06dLOfodDpWrVrF8ePHUSgU5MuXj9GjR/+rYalMZrOZJk2acOfOHfbt22f5A5ATIQRXrlxh9uzZlmGrLl260KRJE1Qq1b9uy5P++usvFixYwIkTJ7hz5w4RERHY2dnh7u6Oh4cHw4YNo3Llypby48ePJygoCKVSiUqlsgypCSHIly8fpUqVom/fvnTt2lXOO5OkXE4IQbVq1VCpVBw/fjzHMiaTCYPBkO2lNSfp6emkpaVhY2Pz1PJhYWE8fPiQ9957j9TUVK5evUqZMmXImzfvM+u+fv06Xbt2xcHBgalTp+Lj42PpTDAYDPz222/0798fBwcH1qxZg5ubG0ePHqV169YMHTqUkSNHZqszKiqKbt26AbB582by5Mnzj/coSdK7I1dGISkpKXz55ZecP3+ePn36sHXrVi5dusTp06eZNGkSRqORTz/9lAMHDmQ57969eyQmJjJ69GiWLl2Ki4sLf/zxxytpk0KhQK1Wo1Kp/jF4MxqNXL58mWrVqrFq1SoGDx5MRESEJY3Lq3T9+nU6d+7MwYMH+eSTT1i7di0XL17kyJEjjBkzhsTERHr27ElwcLDlnMzAdMuWLVy5coWLFy9y8eJFLl++zO7du6lUqRKTJk1i7969r7y9kiS9WkajMcf5m4+7ePEi5cuXZ8OGDU8tExsby7x582jSpAkeHh40bNiQRYsWERsbm6Xc/fv3OX78ONOnT6dUqVIMGDAAvV7/j3NFhRAsXbqU1NRUFi5cSIUKFbKMeGk0GqpXr8706dOxtbXl9u3bz3H3ULRoUapVq8bFixeJiYl5rnMkSXp35Mqh/5CQELZv387y5ctp165dlmO+vr5UrFiRZs2asWTJEgIDAy3D8AULFqR8+fJs3bqVwoUL07ZtW0qUKPHMaxkMBpYsWWIpHxoayrZt23B1daVly5YUKVLEUlalUmFtbY1areby5cts27YNKysrWrVqRalSpSzlNBoN9evX57fffmP8+PGYzWaqVauWrXfi6tWrbNiwgW7duuHi4sKmTZu4cuUKderUoVatWv84bSE9PZ2goCASExNZtWoVPj4+WY77+fkRGBhI+/btmTVrFlWqVMHOzg6FQoFGo8HX1zdLuzOVLVuW3bt3s27dOho3bvzMNkiS9HYZjUbLUP/TJCUlER4eTlxcXI7HY2JiGDlyJNeuXaNSpUpUrFiR9PR0li9fTkhICPPmzaNIkSIkJCQwYMAATpw4QdOmTWnfvj1RUVH06dOHXr16MWjQoKdmFYiLi+P06dM0b948x+dOpgYNGhAYGGh5/mXel9FotPwuhEChUGAymbh06RL79u2jXr16zxzpkiTp3ZQrA1U7Ozusra0JDw9Hr9dnWTQA4OzszPLly3n48KGld/P3339n9OjR3Lp1i+joaGxsbChVqhQ9evSgY8eOaDSaHK+l1+sJCgrCw8MDW1tb5s2bx5EjR9BqtaxZs4bZs2dTtWpVFAoFSqUSnU7H5s2b+eWXXzh58iR6vZ5169YxduxYy/yw06dPM3v2bMLCwrh16xZmsxknJycaNmzItGnTLAsFzp07x4QJE3BwcECtVrNgwQKioqIsc79mzJiBnZ3dU7+nP/74g9DQUMaNG5ctSM1UtGhRlixZwt27d597GP/hw4eYTKZXsuBCkqS3LzN4fNrUowMHDvDTTz+xePFiunbtavl83759jBw5ktDQUJo3b862bds4e/Ys8+bN46OPPgIyphVMnTqVFStWULt2bSpVqpTjNS5fvsz58+fp0aPHP7bX3t7e8t9KpRKFQsHy5cs5ePAgZrMZIYTlmf7gwQMcHR0ZOnToc60dkCTp3ZIrA9XAwEB69uzJnDlzuHTpElWqVKFIkSL4+PhYAkp/f39L+aSkJKZOnUpERASzZs3C39+ftLQ0VqxYwcSJEylQoADNmjXL8VoKhQInJyf++usvoqOjmTRpEi4uLoSHh9OnTx8WLlxI+fLlsba2xsrKips3b/LgwQMmTpyIs7Mz9+/f54svvmDx4sXUq1cPs9nMqFGjsLGxYd26dZYcruvWrWPixIkEBATw6aefAlh6DM6dO0eHDh3Ys2cPWq2WFStWMHfuXOrWrWsJfnNy5MgRVCpVlu8iJ76+vvj6+lp+VyqVGI1Gtm7dSsmSJdHr9ahUKtRqNbGxsWzevBknJyd69+79fP9gkiS908qWLUuJEiX4/vvvSUpKomTJkvj7+/PBBx8QHByMWq3m0aNH7Ny5Ey8vL0uQChnBb9euXVm/fj3bt29/aqAaHx9PcnLySy9wzQxQlUolSUlJnD17luLFizNlyhTq1q1L4cKFX6peSZJyt1wZqGq1Wr788kuKFy/OkSNHWLJkCZGRkZQqVYpSpUrh5eVFr169LKtCT548SWhoKDNmzMiSNzUoKIirV6+ydu1aGjRo8NQHpMFgoHDhwrRr184yz6po0aJUrVqVw4cPExsbS7FixTAYDDg7O9O+fXs8PDws5Zo1a8a3335LWFgYnp6etGvXjlq1alG2bFnLNT755BOmT5/OsWPHLIFqpipVqvDhhx9afu/ZsyfTpk0jJCTkmYHqb7/9hslkeuFeBJVKhRCCr7/+GrVajRCC5ORkAEqVKkWdOnX46quvsrRfkqT/Ln9/f2bNmsW3337L6NGjAShTpgy+vr707t2bwMBAbt++zR9//EFAQEC28/PmzYtSqeTIkSNPvYa7uztFixYlKSnpH9tjMBgs6wIyA9R+/foxatQoANLS0hg+fDgnT57Ey8tLBqmS9B+WKwNVyBj+z5z3FB4eTkREBNHR0Rw6dIg1a9Zw+PBhli9fjr+/P4cOHUKn02Ub/ra2tsbPz4/58+dz584dSpcuneO1TCYT+fLly7YYIHNVfGbePpPJhKOjI46OjlnKabVa9Ho98fHx5MuXj88++4y0tDSCg4O5f/8+UVFRHD9+nMTExCxDWpkLIFxcXLLUp1KpnmvRVoECBVAqldnStfwTk8mEWq1m/vz5uLu7I4Tg7NmzzJ49m06dOhEUFPRC9UmS9O5r0qQJgYGBnD17lsjISM6dO8euXbu4cOECP/zwAy4uLjg4OOS4cMtkMqFQKJ45XcjHx4eqVaty6dKlZ7YjIiKCFStW0Lp1a8qXL58lb2omGxsbhg0bxkcffUTPnj1Zv349ZcqUeck7lyQpN8t1q/6jo6NZtGiRZbW+SqXCx8eHxo0b0717d1auXMnBgwcxGo3MnTuX1NRUUlJSMJlMOc6/0mq1JCYmkp6e/szrPr7LS6bMCftPfvbkg9pkMqFUKi3zwE6cOEG7du0YPHgwq1evJjQ01LLgISdPBqSZ9efUpsc1bNgQtVr91AUSmSIiIjhx4gQ6nc5Sv0KhoF69etStW5cPPviAESNG0LVrV1auXMmuXbueWZ8kSf8t9+7d4/vvvyc1NZUPPviA7t27M3/+fNasWcOdO3f48ccfKVCgADVr1uTu3bskJCRkOf/GjRvodLosI0NPsrKyok6dOoSEhHDy5Mmnllu7di3r1q2zzEHNfG4++dwtUaIEM2fO5Nq1a0ycOPGZi8kkSXp35bpAVa/XM2/ePBYuXJjj8czA1dvbm9DQUNLT0/H390ej0ViGrx8XExNDuXLlcHZ2fuZ1X8VDTq1WExMTw9ChQzGbzcyfP59Vq1axdu1aVq5ciZOTU44B88teu0KFCqjVag4dOvTMcvPnz2fOnDlZel4fH+7P1L9/fwoVKkS/fv24cuXKS7VJkqR3j8FgYMGCBQwdOpTLly9z9+5dS6+qg4MDVatWRalU0qZNG+7fv8+oUaMIDw/nzp07hIaGMmLECAoVKvSPCfc7depEpUqV6Nu3L0uXLuXq1atERkYSERHBpUuXWLRoEWvXruWzzz57rh7SDz74gL59+7Jz505+/vnnV/V1SJKUi+S6oX83Nzf69u3LjBkz8PPzo0uXLlmGywGCg4M5c+YMHTt2JH/+/NSqVYuCBQuyZs0aypYta8kScO7cOQ4fPkybNm1wcnJ67W1XqVRcvXqVixcvsmjRoiy7UW3cuJG4uLhsGQz+DVdXV7p06cLSpUtxc3OjdevW2ebh7t69my1bttC/f/9/nMvq5ubGjBkzaNq0KXPmzGHRokVPTTUjSVLuIIQgNTX1mSMwer0eyAhIc1K8eHGmTp3K9OnTadWqlWVuqJ2dHV988QUtW7YEoHr16gwZMoTFixdz6NAhy4YhDg4OTJo06R/TQ+XJk4dp06Yxc+ZMlixZwoIFCyyjTVqtFnt7e7744gt69+5tGWkyGAwkJyfn+JKvUCgYMmQIhw4dYsSIEZQtW1ZOAZCk/5hcGYV0796d27dvM2bMGHbv3o2XlxcajQaTyUR8fDynTp2iQoUK9OzZE8hYANS9e3cmTpzInTt3KFWqFOnp6ezZs4c8efJkSbfyJCEEKSkpOT4EM3doyezxfPL3TAaDgdTUVHQ6HQEBAVStWpXZs2dz5coVFAoFCQkJ3Lt3DycnJ+Lj4y3TFDLzAj75x8NsNpOWlmb54/I0SqWSfv36ERsby9ixY9myZQvFixfHysoKg8FAfHw858+fp3PnzvTt2zdLe5+WJPz999+nf//+fPPNNwQGBtKlSxe5O5Uk5WIajYb+/fs/s0zJkiX58ssvqVq16lPLNGjQAB8fH/bs2cPVq1cpVKgQ9evXx9/f3zKtSqFQ8Nlnn1G/fn327t1LZGQk5cuXf6FV987OzsyYMYOwsDBOnz5NWFgYSqWS8uXLU7lyZdzd3bO1/auvvnpq24sWLcq0adM4ePDgUwNxSZLeXbkyUM2TJw9Tp06lZs2aHDt2jMOHD/Pw4UPUajWVK1dm+PDhfPjhh5bUT0qlkp49e1KoUCF+/vlnfv75ZwoUKEC7du1o06YNxYsXf+q1lEolnp6elCxZMtuxokWL4u3tbelVdHNzQ6vVZpsLW7BgQcqWLYtWqyVfvnzMmTOHhQsXsnXrVqytrWnbti3Dhg3j4MGD7N+/n5iYGIoUKUK+fPkoXbp0tkVcarUab2/v50perdVqGT9+PIGBgezdu5djx47x4MEDHBwcCAwMZNSoUZYekkzOzs54enrm2LurVCoZNGgQBw4cYMeOHbRs2fIft0WUJOnt0Wg0fPbZZ88sU6JECSZNmvSPdbm6utKrV69nllEoFHh4eFgyn7wMpVKJj4/PU/M/P87d3d2SieBp6tevT/369eU8VUn6D1KId+D/7NjYWBITE7GysqJIkSJPTd4PoNPpuH//Pra2thQsWPAf6xZCcO/ePTQaDYUKFcpyLC4uDp1Oh7Ozs2X+qclkolChQlmC1aSkJBITE3FycrLsPmUymbhz5w5ardayu5VerycmJgYnJye0Wi2pqalER0dTuHDhLMPyJpOJqKgo7O3tLcH484qLiyMpKQk7OzsKFSqU43BgQkICiYmJuLi4PPW7vHfvHnq9HhcXl1c6XUGSJEmSJOl5vROBqiRJkiRJkvT/j5x8KEmSJEmSJOVKMlCVJEmSJEmSciUZqEqSJEmSJEm5kgxUJUmSJEmSpFxJBqqSJEmSJElSriQDVUmSJEmSJClXkoGqJEmSJEmSlCvlyp2pJEmSpP8GIQT3Y2JQKZWoVCqEECQlJWEymXLckEQIgbW1NdbW1qjVahwcHLLtBihJ0v8fMlCVJEmSXqsVy5bxy65d2Nvbo9FocHd3x2w2YzAYspVVq9X89ddfxMfH4+Liwvjx4/H29n4LrZYkKTeQO1NJkiRJr1VYWBiDBw1i//79qFQqRowcSadOnTCbzRiNxixlVSoV4eHhjBkzhqioKPbv30+VKlWylDlz5gwHDx5Eo9Hg7+/PBx98kOW40Whk06ZN3LlzBxsbG0wmEx06dMi2TfbbFh0dzebNm2nevDlubm5vuzmSlCvJHlVJkiTptfL29mbtunUMHTqUH3/8kRUrVuDm5kbv3r1zLO/j48PVq1eZN3detkA206FDh7hw/gJqjZopU6bQuXNnyzGVSkVaWhpz58whOSWFTh07Ym1t/Vru7WWZzWZOnzrN0MGD2f3rr6xbv548efK87WZJUq6jCgoKCnrbjZAkSZL+22xsbKhXrx5JiYkcP36cvXv3gtlM1apVUamz95m4ublhNpvx8/PDxcUlyzEXFxcaN26Mp5cnGzZsYOfOnTg5OREQEACAQqGgQoUKWGk02NjYsGDhQuzt7d/IfT6vB3Fx9O3bh+joaG7euIm/vx/eZcqgVMo1zpL0OBmoSpIkSW+ElZUVNWrWZOvWrURHR3Ps2DHS09OpWrUqVlZWWcrmzZuX999/H2dn5xyDN1tbW4QQXLt2jbx58rDmxzXY2tpStUpV+HuNVnR0NElJSTRp0uS525iWmsqSxUv46949vMuUyXJs+7btBB88iIenZ5Ye2rNnz7Js2TKOHj1KSEgIaWlpeHh48ODBA7777jt27NjB2bNn8fHxwcbGBoC/oqPZs+dXSpRw5/btW0RERNC5c2c0Gg0At2/fZvHixYSEhLB//35iY2Px9fUlJSWFVatWsXnzZn777TdcXV3R6/UsW7KUHTt3EhIcQlJiEmXKlCFzZl9Oi9Yk6V0hX91ykYSEBC5dusTt27e5d+8e9+7dIzIykojbty3DX3fv3CEyMpKoqCgiIiK4e/cu8fHx3L59m7t37xIVFcXNmze5fPkyt27dIioqCp1O95bvTJIkKYODgwNBQUEULlwYg9HI7NmzmTplSo5lVSoV6hx6WzPFxcVRtmxZOnfpQlp6GiNGjmDJ0iWW46mpqaSnp79Q+zRWVigUMHr0aJYuXWr5fOV33/HV2LHo9HpsbW2znHPtz2tMnTKVoKAgNm/cRJHChf+uS8PFixf5ZvY3pKamZjlv2pRpWGtt+Omnn6hStSr37t0jJibGcjx//vycP3+eCePHs2zZMhwcHQGwtrZGp9OxYOFCIiMjSUlJYeDAgYyfMIHEhAROnDhOp06daNy4MQMGDODevXsvdP+SlOsIKdc4ffq06NWrlyhZwl0UKVJEuLq6CteiRcWXY8aI1NRUIYQQc+fOFV5eXqJAgQLCxsZGjBo5Upw/f140adxE5M+fXxQpUkT4+/uLbt26CW9vb+Ho4Cg6dewoYmJi3vLdSZIk/c/evXuFe4kSQqVUCk9PT3Hq5MkXriM4OFj07NlT3I+JEUHjxgmNWi2qVK4sYu7fF0IIsW7dOjFw4MCXat/69euFn6+vmD59upg+bZoo7+8vfly9OseyKSkpYt68eaJAgYKiQvnyIvzqVSGEEBEREcLL00t82qtXlvJnzpwRxd2Ki5EjRgghhOjerZtQK1Vi0BNtPXjwoChatKgoVqyYOHzokBBCCJPJJObNmyfat2snkpOTxc2bN0UxV1fRtWtXIYQQ1/78U9SpU0colUoxffp0YTKZXur+JSm3kIFqLmIymURKSopYMH+BcHR0FAqFQjjY24vQ336zlLl165ZwL1FClC1bVkybNk3cunlTCCHEoZBDwtPTU+TPn1+s+XGNSExMFNu2bhWdOnYSapVaNG3SRERERLytW5MkScrmxIkTomzZskKtVouBAwa88PnBwcGiU6dOQqfTCZPJJCZMmCBUSqVo2KCBuHv3rtizZ48YNGjQS7cvOCRElHR3FyVKlBD79u59ZlmTySRat24lVGq1GNA/415Onz4tqlWtKk6cOJGlbN8+fYW11lpcu35NPHr0SKxetVrkccwjSrmXFKdOn8pS9ov+Xwi1Wi1at24tzCaTuB8dLXzLlhXdu3UTQghx/fp1UdLdXZT39xfnzp0TQgixbds2oVapxJoff3zpe5ek3EKu+s9FlEoltra2fN7/cwo5F2LAgAHExMSwYMECVn7/PUqlkoULFhAXG8tXn/Vj+IjhlnNrv1+bgIAAwsLC+LDZhzg6OtKiZUvKlfPjwoUL7NmzhxvXr8sUKJIk5RrVqlXDo3Rpirq40Kdv35eqQ6FQkJ6ejqOjI2PHjiU9PZ3pM6bz6aefUrNGDbRa7Uu3r2KFCjg6OqJQKPAvX/6ZZZVKJZ9/3p+jR46yafMmWrdpzdq1a8iTNy/VqlWzlEtLTyc+/iH58uVjyuQpqNVqtFot7iXdufT7H6xbu5YK5StY5uz26duHffv2cvDAAXbs2EH4n38C0PvTTwGwt7PD38+PXb/+SpfOnenTpy8//vgj9vb2FCxY8KXvXZJyCxmo5lJt27bF1taW7t27s+vXXzl27Bh2dnbs2L6D3p/2oe9nWR/qBoMBnU6HEAK9Xm/53KmQE37+/lwNu4rJbLZ8fuzoMc6fPw8K0FpZkT9/AVq2bIlaoyYkJITIyEhMJhNVq1YlNjaWc+fOYWtjg2OePDRs2JD8+fO/se9CkqT/pkMhIdy/f5/58+dT5omFS89Do9GgVqst81gVCgVt27Th502b2LtnLyHBwfT/4ouXatutmzcZOHAgxYoVw2w206tnT2bNno2np+dTz6lUqRJNmjThxx/XsHTZUm7fvEWz5s2zlNm6ZSs7t+9k08+bqVS5EjqdDmtra27euEHdunVZvmw5bdu2o0aNGgCU9SnLx+0/ZsasGaxavZrkR8k0atTQkuHAwdGRcv7+HAwJIU+ePFy5eoVy5coxZswYGjZq9FL3Lkm5ytvu0pWe7fN+/YRKpRLeXl6idu3aYvLkySItLS1bOb1eL1q3bi28vb1FZGSk5bOtW7cJjcZKODo4itOnTgshhNi+bZtwKeIiPD08RZcuXYSDnb3QqDXiy9FjhEFvEH379BFaK61QKpXC389P1AysLrp36ybs7eyElUYjfvnllzf6HUiS9N+zf/9+UbpUKfHV2K8sc/Bf1L59+0Tbtm3FwwcPsnx+JjRU+JUrJxQKhRg6dOgL13v61GlRPTBQdOzYUTx8+FDEx8eLLp07i5o1aoijR44Is9n81HNDfwsVRQoXFiq1Snh5eIjExETLsbCwMFGzRg3R4ZNPREpKSpbzjEajGDF8uFCpVKL1R61EVFSU5Vh4WJhwdS0qNBqNKFK4sLh44YLl2LVr10Rpj9JCo9GIJUuWiNTUVJGcnCySkpJEbGysSEhIeGZ7JSm3e2M9qklJSZw5c4bExMTXtm+zyWTCwcGBgIoVyfcf6fEbNWo0iYlJrFu3Fg9PT4YNG5YtjUsmrVbLrVu3GDZsGM2aN2Pv7j2cOnmK/PnzMX78ePz8/Dh96hS9e/emiIsLK1euxNfXlwEDBtCzZ09mzpxJ4SJFGPPll8TGxfLzz1uIjo7m64Vf0bJVK9zc3Jg0eTKzZ88mICCAwn+vbJUkSXoR27dvZ/DAwfTu3ZuRo0e+VO7Q48ePMz4oiD8uXWLkyJFMnDQJZ2dnAALee4+169bRrWtXUlJSsp176tQpbt26hZ+fH2XLls1yLDU1lbVr1lKhQkWmTJ2Cg4MDAAsWLGDs2K/YvGkzvuXKkTdv3hzbVcanDL1692bqlKmU9fW19PYGHzzIkCFDuHr1KmV9fTl//jwBAQFYW1tjMpk4e/YsCqUSIQTbd2wnITGBqdOmUalSJezs7SlVsjTRf92ndOnS2DyWPUClUmFjnbH71oQJE1i2bBlGoxGz2YxaraK8f3nmL1hgySO7d+9ekpOTCQwMpEiRIi/8vUvSm/bGAtVDhw4xd/x4fL28UIElv9urZAIuX7tGx3796NGjxyuv/20o6uqKj48PSpWKkJAQpkyZwqhRo3LcZcVsNmNtbY1Wq+XsmbPY2dvToFFD6tSpQ5s2bQCIvHOHBw8fMnfePCpWrAhAQEAAxVxduXTpEleuXKH/F/2ZMnkKP/+8hR49e9Lq73NbtWnDTxs3EhYWRmpq6pv7EiRJ+s/4efNmBg8ezNChwxg4aOAzy96/f58zoWcIrB5Ivnz5LJ8LIbh79y5lfHyoWLEiZiGIjo62BKoAvr6+DBs+nFOnTmWpc8+ePZw+fZpLly5x/Phx5s+fnyXPqFarZdz4ceTJkydLp4qDoyPffPsNSUlJz9w8wM7OjlIlS2FnY8PAQYMs+V5v3b5NQEAA9erXR6fTceTwYfz9/YGMTpYTJ06QkpLCoEGDAEiIj+fu3btUqlQJFxcXZn8zmx07dvBh0w8pVaqU5XpmkxmFAPeSJWnUsKFl6tfFixc5f+48KpUas9mMwWBg9erVXLt2jdOnTxMXF0efPn2e+f1LUm7wxgLV2NhYqnl6MmnUKEhPB5Pp1V5AoQAbG6bOm8f9+/dfbd1v0czp0zmwfz+jR41m0eJFzJ83jyZNmlC5cuVsZfV6PSVLluTbb7+lQIECOdanVqsxCzMPHjxACGF5QHwu0O8AACAASURBVH/apw979+5FkPECofz7Af14DkO/cuWoW7cuu3755VXfpiRJ/w+kpaUxceJESpQo8Y9BKsDChQsJPnCQdRvWZwlUFQoF7du3p3379s88v3bt2tnmvh49epT8+fMzfPjwHF/4VSrVU+fgq1SqLO14mj8u/UHzli0IqPi/nbJ69uxJz549cyxvZWVlCVBzolAoCAgIsMxLzaTX61n5/Urux8bw9Vdf0e/zzy3HEuITWLlyJdt3bMdgMKBWqwkODqZ58+a0adNGbtcqvTPeWMJ/tVqNWaHICFLT00Gne/qPwQBCZPyYTM8u+/hPejoCLDt7vOvCw8NZt3YdAwcNYsLECbT66CMSk5IYOXIkv//+e5ayKpUKpVKJ2Wx+Zm+1QqFAgYIFCxZkSQTdpEkTrKysLJsDZG4w8Pg0g7/u3ePKlSsgBHKfE0mSXkRKSgrDhg7F1dWVZcuXP7NsXFwcW7ZsYdPGjZgRlt2cXlSRIkUsvZaZhg0bhslkYsOGDRgMhle2a9OFCxdYs2YN48aN4/ChQ/Tq3Rs7e7tXUvfTpKWlERISnPGLQsGvu3YRHx9PQkICBw4c4OyZUDxKl8bOzg5bW1umT5/OhQsX2Lt377/KhiBJb1KuXPVvMpvR6fSYzCY0SiXW/8+2fzMajYSFhTFm9GjqflCXD+rVBaBP376cP3+eo0eP0rdvX2bPnv2/tCdCYDKZMn7+DjJzYm1tjVqp4tbfW/YVLVoUgDnffotOryfv32/ZCoUCa2trdv/6K+3bt8fDw4MdO3dy/NgxPD29UP9HXgYk6V2UlpbGDz/8QPif11Fr1Chew6tjxguvQKEQtGzRkurVq790XYkJCYwcOYqVK1fS9MOmbNu2jYSEhBxfqjUaDZcvX+ZQSAiPkpOpWaNmRqfFK3L06FEqVqxIeHg4S5cuZcmSJS81R/ZxQgi2bdvG8uXL0et0dOzQgZo1a76iFj+dg4MDPXr0ZPasWcyeNQtQULVqVZRKBSdPnqJ6YCBTp03D2tqa5ORkjhw5QtOmTdm5cyfbt2/ni5fMiCBJb1LuC1QdHTl94AAbVv+IUICPjw9d+/TB1toaHku79F919epVJgQFceDgQQo5O/N5//5kblydJ08elEolwmzm1OnTfPzxx8yeNZsaNWuwZPESft31K3qDnuHDhzMuKCjLPKZMVapUYcyXXzJ9xjR69exJk8ZN0FhpmDtnLh/UrUu/fv2AjAevnZ0doaGhdOzQga5duzF37hycCxVi3Lhxli0CJUl686Kioti4eQstWrWmYEEnDI+lnntlBNhYqdi2bTvbtu946UDVbDbTt29fNv/8M0ajkW3btrFt27bnOlepVJKSkoL5Fd7flStX2L9/P9WqVaN///7/OkiFjBf7jh07UqVKFdRqNaVLl35lPbXPolQq6dGjBwEVKxITE4NZCFJTU1EooEePnpSvUN4yVUGhUHDgwAESEhKoUaOGZd2CJOV2uS9QNZlwsLOjaHE3jh4+jDCbMQoBSmXGW/V/vHf10qVLmIFmzZtjb2/PiRMn8PX1xc7OjvCwMHzLlbMknk5LS+N2xC1KlirJw/iHdOjYAZVKRXp6OtevX88xUM2XLx9jvxpLoUJOnP7tN2IfxKFSqejTty8jRgyniIsLkBGopqWl4efvz3vvvcfZc2epXqMGHT/5hHoNGrzJr0SSpCcYDAYKFnSi7cefUKRAHnSv4RoCsAXiHiYQcT385esRAi9vb7p27Zrxov2cvaOZgZ6np+dLD/3npH///rRo0QJ7e3uKFSv2yur18PDAw8PjldX3vJRKJRX+Xhj7LHZ2dsyYMYP79+9TpEgRmQtbemfkvkA1OZlyFSviXaUK9z79FGEwoMwMThWK/wWqryFrQG7QvHlzPvroI9RqNXq9Hr1ej+3fqUjqN2hAw0aNUKlUKBQKzGYzpr8Xpc2ePduy8MlkMj3zj4FKpeKzfv3o07evpeyTKa9sbW1JTU2lTZs2jBo1Cp1Oh0ajeSW9D5Ik/TuZAV98SjpW9nnQv4ZIVQhQ5oH09PR/1TuoUqkICgrCbDa/cD1CiFf+zLG3t3+pzQX+CwoWLCh3q5LeObkvUFUowGxGbTSiJCPllIWtLVhZZSywSk0Fo/E/18P6+AR3KyurLAHkk8GkUqnM8SH++Er9Z3na+ZDRswsZUxH0er2ceC9JuZAi8+c1PgZf1RD2ywScb2L4XJKk3C33BaqQsTDIaLT0CiqVSlCpOLRrFzdu3ECr1VK9Vi3cPT0hLe1/T2mlEtVj2+lJL2f79u2WNCpr167FysqKGTNmPFdaFkmSJEmSpFcl10d0CkBrb098UhKrfviBO1FR1Kxdm/rNmmWds6pUoktNJSE+HsPdu9y8eZO0tLTs9SkUlChRwjKcLmXn5OTEvHnzsLOzw2AwvJbhN0mSXi8hMgagMlOFms3/mzGlVGY8OnW6jIGp17EW60XcuHEDo9GIq6srdnavN6WTJEnvllwdqAohsLaxIeb+fVYtXkzxEiUYM3kyxYsWxUqjyXjKZhQEKyvibt0i7MoV7t66RXp6uiUnaKaMLeXUDBkyBC8vr7dwR++GwMBAAgMD33YzJEn6FzQauHLlGnfv3sHW1haj0UhaWhoKhQKNRoNWq8XfrxyFCtmR9OjtrFU1m80cOHCAAwcOcPjwYXr16kXv3r3fbCMkScrVcnWgamVlRdS9e8z+ehz5CxZgyNdf41igADx6lLEpQKa/uwZcSpTgvcqVqebtzYgRIyxJ65/0+LZ4mdLT00lISHhdt/LOeXJu2OvY8vZlCSHQaDTkz59f9vRKUg4UClCrITn5EUuXLON+bAylS5WmQb2axD5IZM/uvejSdVStVoWaNatTp25dtFornpGC+bXQ6/V899139O7dmw8//DDbPHxJkqRcHaiq1GpiY2JIeBhPiZLu3Ll1i7J582Yspnry9d9sRqHRYG1jg/rvhT8vMlf18uXLLFy4UA5zvwN0Oh2lSpVi6NChODo6vu3mSFKuI0TGBoC1alXExvprBg4aTJky3gzs1ZmHRmjauC77g4+wbt0mIiOjqFW7GlZWVhgMb7ZXVavVMnToUNasWUP58uVp27btm7u4JEnvhNwZqAqB6u/tPN+rXJkK5cuzdMkSpnw1lv7DR1CtRg1IScl6jpUVD6KiuPzHHzyMisLW1pb09PQnqhWoVCpatmxp2ZEpk5eXF6NGjXrddya9AmazGRsbGzmXTZL+gV4P7iXd0Wg0GAwGEsxgMkJlPx8C/HwIuxzGg/gkhFm8lYx/JpMJnU5Ht27dWL58OQkJCQwZMuTNN0SSpFwr9wWqQoBWi85oRKfToRSCynXrEn7zFiH79rJt/Xr8q1bF1skJHj7EMlalUGASArPZjF6vJzEx0ZJj9H9VZwSqOU0JsLe3x9PT803coSRJ0huTnq7DbDZjZWVFXiWkWkNcYgonTody81YkbsWLo1KpEE9ZUCWEwDpzRdYrJoRgzpw5WFlZ4e3tTa1atV7LdSRJenflvkDVyoqY2Fi+X7KE6+F/YjIZ2bl5My0/+YSIa9e4cP4CC6ZOo0bDBviVKoW9vX3GfFWdjkKurpTz90dbpgz9+/d/qctfuHCBuLg4lEolaWlppDzZc/uYzLmSdnZ2KBQK8ubNi5+f32t7qEuSJL0MjcaKyMhI9oQcIyk1jZ27DhIWdhVnZ2f69euBrZ0dOn3Ow/5arRWXL1/mp59+ynFnKbPZjFarpXbt2i+825FGo2HSpEmEh4fj7++Pu7v7v7lNSZL+g3JfoKpWkxAdjVatpkXrViiVSox6PVZ6HR937MCVq1cztgg9d47SLi7Y58mDZWKV0Uh6WhriiSH/FzFh/Hj27d+PtbU1tWrWxL98eZKSkp7SVDW3bt0i9LffSE5JoWTJkmzYsEE+bCVJylXUajUJCQmEXrjMgYOHiImJpZyvL+PGjaJU8cLEJ2ekqHoyUFWQEUxGRUVx+vTpHANVk8mEvb0977333ktty1mmTJn/tztFSZL0z3JfoJqWRunSpRk4ejSKvxc1CbMZ0tPx8PWlbrNmCLMZk16PymjMSFH12NP13+5k0vvTT7lw8SK3IyKIi4ujdevW+Pr6WvKJPk6hUBAfH8+xY8eYMnky0dHR2ep78OAB169fx97eHo1Gg0KhoKR7SVTq/2UeMBgM/Pnnn5bFX3q9Hk9Pz1y5G1RMTAx6vR5XV9e33RRJkp5Tenoa1atXZ2T/HpQuWYIJU2aRlp7GgwcPcS7ihBCqHHtTBZCSnEKjRo0IGvf1C183JiaG69evywWquZjJZKJEiRLZ1m1IUm6R+wJVQAkZO079zfL8/LunVMHfDX8Ns/8bN27Mxp9+4tM+fTh+/AQdPvmEpcuWUa1atRzLFypUiFatWnEnMpKly5Zn22Qg4vZtli5dyrlz50hKTESrtebjj9sz9quvLGmyzGYzS5YsYefOnSgUCurWrcu3336bKwPVRQsWsXffHsZPmECDBg3ednMkSfoHmUGiyWREqdFQp25tft0bwpkzZ5g8eSbz5s7A1dWJxEfZz1UA1tZaDp89x3fffZdjR0Dm4saGDRtm20c+LCyMlStXWl7SpdxFCIFOp+Pjjz+WgaqUa735QPV5HlYvG4C+ogfhe5Uq8ePq1XzW73OOHz9G506dWLBgAY0aN37qOZ27dMG9ZMlsQ19lfX2ZPGkSR48dY9euXaz+cTVTp07FZDYzYcIE4H8pWm7duoUuXcfIkSNzZdqlS3/8wYaf1nP9xg0WL1pMjeo1sLWTO3xJUm5lZfX3Y1FkBJQGwM7BmtFjBjNz+lx++y2Urdt+oXvXdtjZ2mEyZwxSZT6CBaBUqkhMSiQqKgqFQpHj0L+dnR16vT7b9StVqoSXl5cMUnOpzH9Le3v7t9wSSXq6Nxaoms1mtGo1ODiASvXq9+xTKMDWFq1Gg+kV1F3W15fvvltB//79OXDgAH369GXWrJm0aNkyx6TU+fPnp3nz5tk+12q1FHFxoV27dri5ubF2zRpMJhPLl6+ge/fulvmsJUqUoFmzZqSmpubK7APp6els2ryZlNRUrDQagg8e5KcNG+jes8fbbpokSTnQaCAi4j5z5y4kLT2Vffv2UaqUO61bf4i7qzNffTWMwYPHsGr1Wg4cPEijRg2oVSuQwoXdsiT/T0tLIzAwkLFjxz7zejkN79vY2GBjY/M6bk+SpP8n3ligqlarOXTuHIWWLsVsNL7ynY4UgFmt5kBoKPU8PF5JnR4eHixfvpwBAwawY8cORo0ahZ+//0tvv/ro0SPK+fmRmpLKtevX6NqlK8uWL8Pb2xvICAafzP36Tx4+fMie3bvx8fGhfIUKWY4FBweTEJ/Ah82y7vhy5swZTp06hb29PUqlkmrVqhEZGUlERASQ0UPSsmVLnJycLOeEh4czd84cxoz5EpPZRND4IG7cvJHlekajkUOHDhEREYFKpUKpVFKnTh2KFSvG77//TmhoKCajkdIeHtStW5eTJ09y6dIlTCYT1lotzoUL0/gZvdaSJD0fhSKjP+Dy5WsgoF69+gghuHUrkpiYRGxsbClYID/Nmzfj3PmLGI0Gbt6MxGxS8FGrgtjYWGXpVTWbzXKeqSRJb8UbC1Tff/99UlJSSE9Pf20PPLPZTMsyZahbt+4rq9PNzY3+/fuzf98+bt2+zaJFi5g4ceJLDc0nJibSsGFD2rVtR8dOHTlx4jirVq1i6tSpQMYwzIsG8GqVitDQM8yZM4fp06dT5+97X/ndd3zz7bf0+bRPtmE3k8nE4kWLCAsPB2DmzJmUK1eOvn36IAR06NiBNm3aZDnn5q1beJcpw8effIxarWbOt3PYsWMHH3/8Cb7lfIGMRWCLFi7il507MZpNdO7cmSZNmgAZQfrMmTOIfxjPiuXL+eWXX/jss89QKJRUrlyJX3bsRK1R07ZtW/LkzUuPHj3w8/N74e9YkqT/7UxVs2YgH3xQg8xdow0GgdFome5P8xZN+ahVUwCMRoHRaAJU2Xao+jcdC5k5rTNfltPS0izTBHLaqlmpVGJra4tarUar1b7QDoOSJP33vLEnQLFixejbt++butwrVbNmTSZPmcJXY8eyYMECUlNS+Orrr3Fzc3uhesxmM+np6VQMqMjiRYup16A+ixYtooy3N126drUsrnoRjnnyMHXaVKZPm8aIESMYMmwYcTExrFi+nJEjRtCpc+dsfwyqVKnCtm3b6Pf554SEhLB86TKGDB2Ci4sL7dq3Z8KECVlywSYnJ7N0yRLatW2Lm5sbDx8+JKBiRfYfPMDWrVsp7VEaa2trbGxsGDt2LMmPkgg+FIK7uzt58+YF4ObNm6SmprFk6TKatWjBsGHDiI6Opt9n/Zg8ZTKTJk5i9jezOXf+PAsXLpRZBSTpFVAqlZjNj8+0UqBQ/G8OauZu1JnH1Go1OeyH8q/s3LmT8UFBqP4OPH19fcmbNy9paWnZAmCVSkViYiK///47NjY2TJs2jUaNGr3aBkmS9E6Rr6rPQavVMmjQIPLly8eIESNYvXo1np5eDB8x/IXqUSgUlt2yKlWuxCft27Nu/Xr6ff45NjY2WFtbk5qa+sLts7a2ZlxQEM6FCzN0yBAK5M/PzJkzn7n4y8PTk++//55+/frx66+/MmToUCZNmsTAgQOzld24cSNpqam0bdeOtLQ0HBwc6PVpbw4cPMDiJYtp+VFLypUrh0KhoGJARcaMHUvomVDmz5tHvXr1qFGjBjdv3MDPz4+aNWsAGb26NjY2DBs+DHt7eyZOmsiOHTsoWLAgNWrUeOHvQJL+f1I8lhYlO7M5IxjNcobi+Y+/Ci1btuTSpUvMmjkTpVKJr68vX3/9dY4LsKysrLh79y5Dhwxh7969xMXF5VjnmTNn2Lt3LxqNBj8/v2zBrNFo5KeffiIiIgIrKysUCgVdunTJMp3pbdPr9axYsYKyZctSu3btt90cScq15KSjF9CgQQOKFC5M3bp1+bDZh/+qLjs7OxYuXEivXr1IS01jxowZREZGotFoXrrOZs2a4ejoSDFXVxo+Ry+Eq6srn/frh1KhIDUtLcf5sampqfzwww/cuXuXyZMnM3ToUIYNG8b69euxtrYmPT2d+/fvZzmnfPnydOjQkaRHj/hp40YuXrjIgf37admihSV9jVqlQpeWzjfffENaWhob1q0jMjIS85N/NSVJykYIAQqwt1HjYJWxRvVpP46OWX+e+7gjWAMalRrzv1igam9vz7Rp0/jmm2/QWluzcdMmvvzySwwGA/nz58/yY29vj7e3N0OGDiV//gLZ0v1lsra25tixY4z9ciwdPvmEFcuXZzmuUChQKBTMmDGDUaNGcffu3X/1bH0drl69yuCBA+nSuTN//P7H226OJOVaskf1OV27do2BAwdSrlw5Zs6cSeEiRV64Do1Gk2V43zFPHubOncuVy1c4cfIEN2/dYty4cS/Vvj///JPRo0ZRyMmJxKQkvvjiCyZPnkyePHmeeo7ZbCY4JBg3Nzfi4uJYumQJH7Vsiedji8WWLV1G+NUwfli9isKFC1vm0Wq1WlxdXVkwfwFz58ylWrVq2NnZAZA3b17atmvHtu3b2b17NyqlwrJzV6bKlStTyLkQSxYv5tGjR0TdvYtSqaRevXovdf+S9P+JWq3mfvRfrF39I06FnDGYXnEWFTKmBDhYazh69BDFXV3+dX0DBg7EwdGRIYMHs+qHH0hKSmL+vHk4Fy6crWy1wEDGfDmGIk95zvr6+rJ50yYOHzlChw4d+GLAAFJSUy0jQiqVig4dOpCcnMzJkyf55ptvnjtFVuYz7mlrKTKnKzxe3+OLzUwmE0ql8qnHM02fOg0UCu7du8e6desY5znOMuXqyTaYzWZL8P14XXKRm/T/gQxUn8OVK1cYPGgwBZ0KMnPWLArn8GB9HiaTKVuvpbW1NYMGDSQsLIwHDx+8cL5Bs9nM6dOnGDNqNK7FirFx0yZiY2MZOGAAfT7tw5SpU7IEiJl0Oh1jx47l4P79bPjpJyIjI+nZowedO3dhxXcrKFeuHNf+/JNNmzbS/pOPadSoUba29e7VmyOHj3D8xHE2b9pE127dLMdq1apFxw4d+Obbb1m6dBnDhw+3LPQCcMybh0LOhWjRogVOhQrh5uZG6zZtaNmyJY8ePcLGxkYuopCkpyhcuDAft2tLRGQkqQkPyFib/2oJIUCAZyl3mryibBzdu3cnJCSEdWvXsmXLFtLT0pgzbx4ln9h22tbGhkGDBj1zEZedvT2urq7UqFGD2NhYhg8bRnJSMoOHDsbWNiO/s5OTE05OTi/0XNXpdCxcsIDCRYrQsWPHLMfWrllLTMx9evTsmaUT4Pz582zduhUhBH5+frRt25Zdv/zCqdOnSU5OoUWL5tSpU8dSPvnRIwxGPU2aNuXAgQMsWrSQnj17UPrvjDUpKSksW7aM+Ph4hNlMQScnevbsiYODA5s2beLs2bMIIWjVqhXeXl5s+GkDYWHhqFRqSpUqyUcftcTGxhYrKytLB4IkvbOE9EwPHjwQVStXEc2bNxcPHz586XqOHj0qKleuLAoVKiS+/eYbkZ6enuX4ju3bRWFnZzFjxoxs5+r1enH06FFx7NgxkZiYmOVYdHS06NK5s+j32WfiwYMHls+v/fmnaNmipRg9cpTQ6XRZzrl+/bro3r27sFJrRPt27YUQQpwJPSPy5MkjFAqFKFOmjPjuu++Efzk/YaXWiFmzZokLFy4Io9GY5Xs5duyY+OCDD4RCoRD29vZiwoQJIi4uzlLm7JkzwtPDQ3h6eoorly9nacPQoUOFQolo1KiRaNu2rWjVqpX46KOPROPGjcWHTT8Ux44es5S9ffu22L17twgLC3ver1uSpFzq4sWLIrB6daFSKoVKpRJNmzYVSUlJL1VXcHCwGD58uFi1apXQarVCo9aIb2bPthxfv369GDhw4AvVaTAYxLKlS4WXh4eYPWuW5fNvZs8WPt5lxMIFC0RqamqWc65fvy5q164tFEqlWLZsmRBCiD6ffirUarWoW7eu+OOPP7KUnz9vnvAs7SHi4uLEF198IdQqldj966+W4zqdTowPChJqlUqolEqxePFiy9+MXbt2iaJFi4qmTZuKCxcuiOHDhgk7WzvRtWtX0aVLF2Gt1YqaNWqIjz/+WISGhr7QvUtSbqQKCgoKetvBcm62ZMkS9u7ezZgvv6TCE3lKnxQbF8uF8xdwdnbO0htoNBrZsmUL8fHxeHl5ER8fT+XKlbOkuPLy8iI1NRWTyZRlYr1Op2P9+vUcPXqUlStX4uzsjI+Pj+W4UqkkoGIAbdq0xcHRwfJ5/gIFaNy4MWXKeJMvf/4sw0OnTp3i+LFjlK9Ygffr1iEgIICff/4Za2tr3nvvPQoWLEhkZCR58+Ul4L0A/vrrL9LT0wkICLDc1+1bt1m7bi1KpZKKFStSunRpUpKT8fHxwdnZGQBn58KYTCYqVXqPZk9shnDq5ElOHDuBazFXy1axSUlJhAQHc+PGderXr0dZX1+uXLnCxo0bCQ4OJjg4mCZNmuS6uWaSJD0/Z2dnateqRXh4ODdv3uT27duULFkSPz+/Fx7Gvn37NqdOnaJPnz7kz5+fA8EHuRcVRcMGDciXPz+XL1/m7t27L5Q5QKlUEhAQQFFXV+bOnctff/1F8MGDbNq8ma/HjaNrt27ZnkH58+cnj6Mjx44d4370fUwmEydPnuS9gPdY+f1KSpQoYSl768YNgoLG4+nlRdeuXXn44AG//PILEZGRfPLJJ6jValQqFV5eXpw4foKov6Jo0aIFlSpVAuDqlStE3bvHvHnzKFOmDOMnTKBAwQJs2bKFFi1a8Cg5mY0bN1KuXDk6d+6cJYOLJL2T3naknJvNmD5deHl5ic0bN2XpTXyaUSNH5tg7YDabRVpamtDr9cJgMIjU1FRhMBiynR8eHi7OnTuX5bN79+6JNm3aiB07doh9+/a9kl5FnU4n0tPThcFgEGazWQghRGpqqtDr9cJoNAqDwSBSUlKEwWAQRqNRJCcni+TkZEtZITJ6HZKSkkR6errlnMx7fJzRaBQmkynLZ6GhoeK9gAARUKGipQfWaDQKs9ksdu7cKWpUry5WrlwphBBiwYIFYtiwYeK3334TwcHB2XqiJUl6N0VERIgPP/xQaDQa0aJ5c/EoOfmF6wgODhadOnWyjBrNnz9fFCxYUNSqWVPcuHFD7Nu3TwwePPil23jkyBHh7eUlfMqUEYcPHXpmWaPRKDb+tFE4OjgKa61WdO/WXTx69ChbufXr1gkba2vx4+rV4sqVK2LPnj2ipLu7UKlU4vvvv89S9rvvvhP29vbC28tL3Lh+Q6SkpIjmzZuLRg0bipSUFJGeni7qvP++cHZ2FmvXrhVCCBEWFiYKFiz4wj3JkpRbyVnYOTCbzcyaOZMdO3awfPlyWrdt88wcp0lJSezatYtt27ZhNBqzbbGqUCiwtrZGo9GgVqufOv/S09MzW69t4cKFGfJ3qpb79+9ToECBf31/VlZWlkTamXO3bGxsLIu91Gq1JeG2SqXCzs4OOzu7LPO81Go1Dg4OaLVayzmZ9/i4zB2qHnf27FnOnT9Prdq1+TM8nKioKFQqFX/++SfRf90nLTXV0gPRuXNnihUrxg8//EDBggXlvFVJ+o9wc3OjYoUKlPf3Z9SoUdi/5FxKhUKBTqcDoH///vT/4guOHz9O165dOXLkSI5bXj+vEiVKoFQqUalUFH+sVzQnKpWKJk2bUKK4GwaDkWvX/iQ5OTlLmbS0NP64dAkXFxf2HzzIrFmz+PXXX/HxKYtGo+G7FSuIioqylG/ZsiXVA6tz/cYNtm7Zwi+//MKf4eF079EDW1tbFAoFNWrWRJeuY9DAQXw1diwjR4wgNTklV27FLUkvQ/7Vz8G0adOYNGkS9evXJzw8nFOnTj21rFKp5OzZsxzYv5+H639C3gAACKBJREFU8fGU9fV94QVRz/Lo0SNiY2Pp378/kydPxmQy0bVr11dW/9tQuXJlqlauwsafNrBp00Y8PDx5//3abPl5C4kJicz6djbvv/8+kJHNwM/Pj9KlSzNx4kSWLVtm2URAkqR319WrV9m/bx/Dhw+narVqL1VH5sv/4y+wH7drxy87dnDyxEnOnDnDgAEDXqru33//naFDhuDn54fJbKZ3r15MnzHjmVPANmzYgJ29PXXr1iEk5BCLFy1iXFCQ5WX9xo0bLFm0mOEjhtO5SxdL+i21Rk2zph9y6vRpdmzf/n/t3VtMU3keB/BvayutS1ZIhG4IOKwoUQSBAV1hLONlNev4gEIyMlLXSZRZRRNJ4xvozKyLAx13dCPGjTcMRi1mV0ERduKiQRkVHJcqI0NQtCo3XeodKG0P/31QO7LsOsVBT3W+n6QvnHPaHzyUX875XbAiMxPAk5KCjIwM1H93CQeKzdAF6pCQkIBZs2YBAIarhyP0nVCo1SqEhobC3tuL8RMm4KO0Rfgw7cOX+r2JvI7ct3S9zb8uXBAjtFqhUCgEnrTSevwaphwmPvjdB0P6eLqzs1PMnTtXpKWlCZPJJJqbm4fsveV0pemKMO8/IMxmsygsLBQ7d+4Ue4uKRHV1db/zdu/eLRISEoTRaBRlZWUelWAQkXezWCxiSvxksXz58gENooNRXl4uUlJS+jWSCiFEfX29SExMFEqlUhiNxgHXtbS0CIvFMuA6IYSQJElUVlaKuLg48YdPPhEPHjwQDx8+FCuWLxdTJk8WFeXlA0qcJJdL/GXzZhEeHi5KS0rFv2/fFnNmzxYjtFqxLmetcLlc4u7du2LB/PnitzNnDWjGEkKIo0eOCI1GIyZGRIhvnvsefPTwoUicOlWoVCqh8fERxcXFPxx79EgkJycLlUolVq1aJa5duyasVqtob28XLS0tor2tbUCsjY2NoqGhQXR1dXn2RyaSGe+o/pfT1dV4b9o0qNVq9PX1ebTj+tnMPIVCgcSExJdahfr/+Pv7o6CgALdv30ZERMQL56K+ScaOG4ux48b+6HmpqamYNGkSVCoVoqOjX0NkRPQq1dXV4ePFv8f0GTOQ/6XppZt9qqqqYDQaceXKFWh8fJCXn4+QkBAAT+asFhYWwmAwDBgJ+KxBs6qqCpGRkdiyZUu/43a7HRXlFZgzew5y1ua4R12ZNm5EXu4GnDh5Er+ZOhX+/v4AgM7OTphMJmzatAl+I/0QGxuLUYGBeCc0FJUnTiAvPw9tHe1obW1FZWUl4uLiUFFRAb1e796UVVNTg+8bG+FwOPB9YyPmL1iAgoICpKamYriPD2Lj4lB7/jx0ul8hJDjEHeuz/zuSJGHr1q0wm80A4C7FCgkOxvYdOzB+/Hg4HA6cPn0aJSUlqK2txYoVK/DxcyMFibyVQniSif2MdHV1uWszB0s8HdA8lIkqEdHb4tzZczAY0pGSmorc3NwXTvB4kjCWI+pp6c/zhBA4evQoampqoNVq4XQ6sXDhwn4TUQDg0KFD+Ka6Gn/+6iv3z9asWYPw8HDo9XpYrdYBM6L7+vrQ092DX/j+75rZru5uaJ7W5gPArVu3sG/fPtjtdgQEBCA9PR1+fn4oKyuDxWKBEAIupxPKp7X8kiRBpVJhscGAkNGjAQBHSktx/ttv4ePjA4VCgR57D8aNHYdFixZBrVbjzp07MJvNiJ4Ujfen/zAV5vHjxzAsSkedpQ7pBoM76b98+TJKSkrgN/KXKP/H14h7913YbDZkZmZi9erVkCQJGo3GPUmAyJsxUSUiotdi2bJlOHzoMOq/q0dQ0Iu3Xe0p3IMvNuRix65dSEpKeqnPu3fvHu7fv49fP7dQoL29Hdu2bYNSqURWVtYbXfO+dUsBPv/j50hPN2DT5k39jh0pPQJTfh6+yM+HXq+HJEmwWCwoKipCbGws0tLSOLqK3gjs+icioldKkiR89ulnuFhnwfHjx1+YpPba7fjn8eMoLjaju7v7J21W8vf375ekAoDNZoPBYEBYWBiys7M9Ku/yVpfqL+Heg/vQjtDiYHExrl+/jq6uLhwrO4aSwyUI1Okw+uldW0mS4HK5kJWVhaamJuzatUvm6Ik8wxpVIiJ6Zbq7u7HhT7kwfWnC+AkTsP/AfmzfsR2SJA04V61Wo6OjA8eOHYPL5cTo4BAMG+Jd9kVFRairq8OUKVOQnJw8pFNaXrfFixfj4sVL2LhxIxQA3p8+HcHBwTj0t7/jvWnTsO2v29yJam9vL9avXw9fX19MnDgRer1e3uCJPMRH/4NUW1sLm82GqKgoBAcHyx0OEZFX+3TdOuTl5cHhdA7qOgWAoKAglJSWIj4+fsjiaWtrQ0NDA0aNGoWYmJghe1+5tLW2oa297Ulta08PJEmCr68vwsLC+pU1CCHQ1NQEq9WKiIgId+MZkbdjouohSZJw8OBB1NfX4+zZs5g5cybWrl0rd1hERF5tb1ERTp06BY1WO6jrnE4ndDodMjIyeFOA6GeMiaqH7HY7Vq5ciYSEBMTHx0OlUiEyMlLusIiIiIjeWmym8pBGo0F2djY6OjpQUVHxk9byEREREdGPY6LqIYfDgQsXLmDGjBmw2WzYs2eP3CERERERvdXY9e8hpVKJyspKWK1WJCUlITk5We6QiIjeCufOnYPD4UBUVJR74xMREcAa1UGx2Wy4efMmgoKCoNPp5A6HiOiN1tfX517pefLkSSxZsgSZmZlyh0VEXoSJKhERyaKnpwdLly5FSkoKRo4cicDAQERHR8sdFhF5EdaoEhGRLLRaLXJycnDmzBk0NzfzSRURDcBElYiIZOFyuXDjxg0YjUZcvXoVe/fulTskIvIybKYiIiJZCCFQWFgISZIQExODefPmyR0SEXkZ1qgSEZFsWlpa0NraijFjxiAgIEDucIjIyzBRJSIiIiKvxBpVIiIiIvJK/wGBocTGvce/FwAAAABJRU5ErkJggg==)