tag:blogger.com,1999:blog-329517422024-03-20T16:24:30.554+08:00Fairuz, thy nameSeason IV: Just a path to make equations for me and people/things all around meFairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.comBlogger274125tag:blogger.com,1999:blog-32951742.post-61883082652921937912024-02-27T23:36:00.002+08:002024-02-28T09:33:16.762+08:00The current<p>Circa 2021. Aku terlibat dengan satu projek ni. Berkaitan dengan agensi yang berkaitan dengan laut.</p><p>Alhamdulillah, banyak benda yang aku belajar. Sebelum ni kitorang banyak terlibat dengan on-land punya sistem atau sistem yang tak sentuh tanah (read: political system).</p><p>So untuk team kami, kami nak tak nak, kene la belajar macam mana kapal belayar kat laut. <br /></p><p>Ya. Kene belajar macam mana kapal belayar kat laut. Bukan maksud kami nak tau macam mana nak sauhkan kapal. Tapi kami nak kene belajar cara reading untuk kapal tersebut. Segala apa attribute yang kapal tu kasi, kene fahamkan. Tak perlu hafal. Tapi fahamkan.</p><p>Data informasi kapal tersebut di"capture" oleh AIS, kira macam kat pantai atau kat tanjung punya "receiver". Dia kena ada atas tanah. So kita panggil dia - Sumber AIS = Terrestial.</p><p>Dan AIS tu sendiri merujuk kepada Automatic Information System. Dah memang kerja dia untuk dapatkan informasi kapal - kapal yang broadcast AIS data.</p><p>Data yang kitorang dapat untuk AIS tu agak banyak. Dari dimensi kapal tersebut, nama kapal tersebut, nombor kapal, dan "call-sign" kapal tu (kira macam no plet kapal tu).</p><p>Ok tu straight forward. Tapi yang tak straight forward dia, data macam gambar bawah ni (data AIS kapal macam ni boleh tengok kat <a href="https://www.marinetraffic.com/en/ais/home/centerx:99.3/centery:5.5/zoom:8">marinetraffic.com</a>, tak kan le aku nak letak gambar data dari projek aku.. kann.. kann.. hahah).</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGotBbUSDBH4DxLf2SSigXeCtRMdksVIjuj-WQ7iKeilRA_rVAWCFKuUnIcIf2pfMdznzUcQylJS-LU59frcSR49PtIhrPBmdaVJgcujjbP-oRP2XmHu-K9-7kGAdrlbLLMlRz7Ythilb-QZqoyde0qQ9ZNc92eF8oLwRmXIZ-jsulmdNiJ-8/s1720/Screenshot%202024-02-27%20at%209.20.40%E2%80%AFPM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1170" data-original-width="1720" height="272" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGotBbUSDBH4DxLf2SSigXeCtRMdksVIjuj-WQ7iKeilRA_rVAWCFKuUnIcIf2pfMdznzUcQylJS-LU59frcSR49PtIhrPBmdaVJgcujjbP-oRP2XmHu-K9-7kGAdrlbLLMlRz7Ythilb-QZqoyde0qQ9ZNc92eF8oLwRmXIZ-jsulmdNiJ-8/w400-h272/Screenshot%202024-02-27%20at%209.20.40%E2%80%AFPM.png" width="400" /></a></div><br /><p>Maksud aku confusing, dia ada Course dan True Heading.</p><p>Macam aku selalu pesan kat kawan - kawan aku, kalau confuse benda berkaitan dengan numbers ni, tengok unit dia.</p><p>Degree.</p><p>Maksudnya arah kapal. Betul?</p><p>Ok hampir betul. Course atau Course Over Ground (COG) adalah arah dimana TUJUAN kapal tersebut menghala. Bayangkan kalau kat Google Maps tu, dia akan kasi arah pusing ke 30 deg di hadapan. Kita akan buat 30 deg di hadapan. Dan True heading pula, merujuk kepada kapal tu sebenarnya pointing ke arah mana. Ok ni nak kene explain lebih sikit (maksudnya dia kena ada perenggan dia sendiri).</p><p style="text-align: left;">So kalau kapal bergerak kat atas laut, ada banyak faktor nak kene ambil kira. Macam ombak, angin laut dan sebagainya (aku takde idea lagu nak kasi contoh). Ok sikit je explaination dia.</p><p style="text-align: center;"></p><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwVcFNSdEd5UofZbabcXx-WrP9g3z862OT6J8PrLf4mSQ05TPUVXROsz3B0-P8vfRZPt9g5ZGaPlo8Fry5cps3h0QZ0LogWZCExQMz7ibIa4_AkU2NTjPA_q8f41ybZkRb9DMmAnIl7I2F0hbgShcRhuh6T4nSKJQ-URJwv8k9Ctmzw7G8TM4/s1636/Screenshot%202024-02-27%20at%2011.26.58%E2%80%AFPM.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1562" data-original-width="1636" height="306" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgwVcFNSdEd5UofZbabcXx-WrP9g3z862OT6J8PrLf4mSQ05TPUVXROsz3B0-P8vfRZPt9g5ZGaPlo8Fry5cps3h0QZ0LogWZCExQMz7ibIa4_AkU2NTjPA_q8f41ybZkRb9DMmAnIl7I2F0hbgShcRhuh6T4nSKJQ-URJwv8k9Ctmzw7G8TM4/s320/Screenshot%202024-02-27%20at%2011.26.58%E2%80%AFPM.png" width="320" /></a></div>Contoh researcher gunakan True Heading (HDG) dan COG untuk tentukan tsunami [97]<br /><p></p><p>COG dan True Heading tak semestinya sama. Faham kan?</p><p>Ok jadi satu lagi persoalan. 0 degree tu, kat mana eh. Atas ke? Bawah ke? Dari pusat bumi ke.<br /></p><p>So masa tu, aku pon mula lah mencari - cari dimana 0 degree tu. Ya. 0 degree tu sebenarnya merujuk ke arah utara.<br /></p><p>Tapi, tahukah anda, sebenarnya kita ada beberapa jenis utara? Haa aku pon baru tau.</p><p><br /></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWsNiLbLscyvYxxkqBt2aD_pL9V4Ymz9CkpUnU1YVlp4ayMezKFZ8JKpeBqgxZXAQmTAXm-5tbv56AFKeM5Sg6RouukzD2CsM44Q36t1fjhDCvMuJYPTXx_hJFPWT6lCg1wTdKHAPz__-PiqaddCwvcnbliCLiiQZ3o40-bOdNEQH9L_Q7/s960/slide_7.jpg" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="720" data-original-width="960" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjWsNiLbLscyvYxxkqBt2aD_pL9V4Ymz9CkpUnU1YVlp4ayMezKFZ8JKpeBqgxZXAQmTAXm-5tbv56AFKeM5Sg6RouukzD2CsM44Q36t1fjhDCvMuJYPTXx_hJFPWT6lCg1wTdKHAPz__-PiqaddCwvcnbliCLiiQZ3o40-bOdNEQH9L_Q7/s320/slide_7.jpg" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Magnetic North vs Grid North vs True North [98]<br /></td></tr></tbody></table><p></p><p></p><p></p><p></p><p>Utara tersebut adalah:</p><ol style="text-align: left;"><li>Magnetic north. Merujuk kepada arah magnetic bumi kita ni. Dia senget sikit dari utara yang satu lagi.</li><li>Grid/Geographic/True North. Merujuk kepada utara berdasarkan (virtual) line yang kita lukis kat atas peta tu. Geolocation yang kita guna yang macam 2°01'01.2"N 102°34'48.6"E tu, merujuk kepada (virtual) line kat peta!<br /></li></ol><p>So actually, utara yang kite dok selalu tengok kat kompas tu, bukan utara yang sama macam dalam dalam gambar - gambar yang selalu kite tengok tu. Kompas utara, adalah menunjuk ke Magenetic North. Bukan Grid/Geographic/True North pon..<br /></p><p></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDalqHvV5iy3vOYEoC-cAZZnrd4blKiU8mA64jcushuL5B2pOOJRLVBDX63Se8aYg-CnOKGpb3AoZg52Y9Q02bgY222kTogrfPE5xSdaEVPBOkjmFKuBOBaWzfBMdLKjV8rwmXnqd4r9FC5DTVNkym75ubvITC8z0Flah919jFjeP97hiU/s253/magneticpoles.gif" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="253" data-original-width="217" height="253" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgDalqHvV5iy3vOYEoC-cAZZnrd4blKiU8mA64jcushuL5B2pOOJRLVBDX63Se8aYg-CnOKGpb3AoZg52Y9Q02bgY222kTogrfPE5xSdaEVPBOkjmFKuBOBaWzfBMdLKjV8rwmXnqd4r9FC5DTVNkym75ubvITC8z0Flah919jFjeP97hiU/s1600/magneticpoles.gif" width="217" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Gambaran artis, ade megnet dalam bumi kite [99]</td><td class="tr-caption" style="text-align: center;"><br /></td><td class="tr-caption" style="text-align: center;"><br /></td><td class="tr-caption" style="text-align: center;"><br /></td><td class="tr-caption" style="text-align: center;"><br /></td></tr></tbody></table><p></p><p>The thing is that, benda ni macam inspire aku.</p><p>I know what I want, I know where I should be heading (COG). Cuma kadang - kadang badan aku mula ke arah lain (True Heading).</p><p>Kalau kapal - kapal moden, dia ada macam - macam sensor dan calculation untuk pastikan kapal tu actually ke arah yang dia sepatutnya dia pergi. Dan aku pulak, mengharapkan rakan2 dan family aku untuk drag aku ke arah jalan yang betul. No cap.</p><p>Contohnya macam kes aku ni. It should be enough kalau aku tau what is COG and what is True Heading untuk purpose projek aku. Tapi banyak juga aku spend masa nak fahamkan pasal all the type of north yang ada.</p><p>Distracted.</p><p>Aku senang sangat distracted kalau buat kerja. Susah nak elak. Mana taknya. I'm still like a child. Semua benda senang untuk buat aku interested nak tau apa. Or in alternate sentences, semua benda senang untuk buat aku distracted aku lol.<br /></p><p>True. I wanted to learn lots of things. But at the same time, I also wanted to revise or study benda - benda yang aku dah belajar. Not because of ada ujian ke apa. Tapi sebab aku memang suka macam tu.</p><p>Because in the end. Aku tau aku ni senang hilang fokus.</p><p>Nak nak pulak, kerja aku ni jenis macam kejap buat projek itu, kejap buat projek ini. Walaupon aku tersangatnya fokus masa buat sesuatu kerja, tapi aku juga tersangatnya senang untuk aku fokus ke kerja lain at the same time.</p><p>I know this is my downside. </p><p>Tapi aku tak boleh ubah. Like I said, the nature of my work is like that.</p><p>Especially sekarang. Aku ada more than 5 concurrent project yang aku basically kene hand-dirty. I can highly focused on works but at the same time, I can also easily distracted.</p><p>The thing is, macam mana aku nak tau aku bukan distracted? Macam mana aku nak tau aku punya true heading? How should I know my true heading is actually True Heading?<br /></p><p>So what should I do?</p><p></p><p>Set the target. <br /></p><p>Aku start dengan set tema aku untuk 1445H adalah untuk focus. Ya. It's already 8 months I'm trying. But anything I do, it must be within this theme.<br /></p><p>For every works yang aku buat, aim aku adalah untuk fokus ke hujung jalan. </p><p>Kalau untuk kerja, aim aku adalah project successfully delivered. So I should focus on that.<br /></p><p>Benda - benda lain yang tak membantu project delivery aku, aku anggap dia sebagai distraction.</p><p>Kalau untuk anak - anak kau, aim aku adalah nak pastikan diorang membesar dengan sihat.</p><p>Kalau fokus aku untuk nak mengelakkan dari bergaduh, I know what I should do (dis also relates to 1444H punya tema, fixing).. <br /></p><p>Dan kalau untuk life aku..</p><p>Em..</p><p>Emm... <br /></p><p>Hahahah.. Aku pon tak tau. Janji aku hidup je kot hahah.</p><p><br /></p><p>P/S:</p><p>[97] Research Paper on <a href="https://progearthplanetsci.springeropen.com/articles/10.1186/s40645-018-0194-5" target="_blank">Measuring offshore tsunami currents using ship navigation records</a> <br /></p><p>[98] Ambil dari slide share. Tapi rasanya dia pon tapau dari sini. (Sumber rajah) <a href="https://www.uncharted101.com/three-types-of-north-just-another-complication/" target="_blank">Uncharted 101</a><br /></p><p>[99] Sumber rajah: <a href="https://directionaldrillingart.blogspot.com/2015/09/well-bore-reference-systems-in.html" target="_blank">Blog Directional Drilling Art</a><br /> </p><p></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-68614318130751826742024-02-12T01:39:00.001+08:002024-02-12T01:39:17.029+08:00Gate<script type="text/x-mathjax-config">
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<p>Circa 1996<br /></p><p>Aku baru berpindah dari Kuala Lumpur ke Melaka tahun 1996. Masa tu aku kecik lagi. Darjah 6. Ok takde la kecik sangat. Kecik as is masih suka bermain dan "takde la kecik sangat" sebab dah boleh buat keputusan sendiri.</p><p>Kalau sebelum tu kat Kuala Lumpur (Gombak Setia to be exact), aku suka explore dan main - main kat luar. Panjat pokok, main longkang, main basikal, jalan kaki berejam. Ya, ada je benda aku buat. Yang penting, time azan Maghrib, dah balik ke rumah (kot tak, mak aku jerit panggil nama kat rumah flat Gombak Setia tu). Tapi aku takde la nak kata banyak kawan. Tapi boleh je bergaul kot dengan budak - budak yang main kat luar tu ha. I mean, it just I'm doing as normal stuff as a kid should be.. I guess.<br /></p><p>Tapi kat Melaka pulak, aku duduk jauh dari budak - budak lebih kurang sebaya aku. So in the end, sama ada aku main basikal kat luar, atau aku duduk saja kat rumah.</p><p>Tapi sebab naluri aku sebagai budak yang suka explore, mulalah aku main itu ini kat dalam rumah. Masa tu kebetulan pulak, ayah aku ada sebuah kompiter yang dia asalnya dia beli untuk kerja dia. Intel 8086. Tapi sudahnya jadi tempat aku bereksperiment. Belajar guna MS-DOS command prompt. Belajar buat batch script. Belajar Lotus-1-2-3, WordStar dan macam - macam lagi lah.</p><p>Dari situ jugak lah aku mula belajar how computer works (pergi Public Library Alor Gajah weh carik buku pasal kompiter). Masa tu jugak aku belajar ada Integrated Chips (IC) kat dalam tu. Dan kebetulan (lagi) pulak, ayah aku sebelum tu memang kerja as System Integrator (I mean, the real deal. Macam nak kene integrate sistem Jepun dan sistem Amerika!).</p><p style="text-align: center;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc4A6Y1bNZUw92fHUD8iY-Qi1O25HB76rekxIC07v5ZjjDE8LuTLqSjNi2lYJSe6tNWVH8AejdrbqkHUr74VcbQocMYNcBPeCkywx5FxW9qZRvatnvW7MnXt2ST73Le0rGTxfNQzGTbnxDjDKCmQJrKolcGoSIgKsn9Ms6E40KTbygaw_k2oQ/s1920/thumbnail_processed-ADFEA669-D077-471D-A1CA-12FB4BB6757E.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1440" data-original-width="1920" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjc4A6Y1bNZUw92fHUD8iY-Qi1O25HB76rekxIC07v5ZjjDE8LuTLqSjNi2lYJSe6tNWVH8AejdrbqkHUr74VcbQocMYNcBPeCkywx5FxW9qZRvatnvW7MnXt2ST73Le0rGTxfNQzGTbnxDjDKCmQJrKolcGoSIgKsn9Ms6E40KTbygaw_k2oQ/s320/thumbnail_processed-ADFEA669-D077-471D-A1CA-12FB4BB6757E.jpg" width="320" /></a></div><div style="text-align: center;">Ini adalah chips. Atau aku panggil IC.<br /></div><div><p></p><p>So kat rumah, dia adalah simpan set of chips/IC. Ada jugak majalah berkaitan dengan elektronik, IC dan pasal nak buat lampu lip-lap lip-lap tu. Aku pon, apa lagi. Mula la tengok - tengok chip tu. Mula lah belajar pasal logic gate. Belajar soldering itu ini.<br /></p><p>I kid you not. Masa tu aku takde la pandai english (darjah 6 kot), tapi aku bukak je buku datasheet dari National Semiconductor pasal logic. Apa susah kan? Kat IC tu ada nombor, so aku carik la nombor tu kat dalam buku ni. Contoh IC tu "label" dia DM74LS14N, so aku carik DM74LS14N dalam buku ni.<br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCGg0fC3bmWxLI0tCn_1HNpcD7S5TJPHl_rVHnqZ0ryIPNlSdc2Y5etw-cHOXIZ455kpSWEkiD68RYo81domy_TSe3d7kkFGFG-vF3h3Q6dJf0WqYVrQH4Chjtk31m02AUhukO42bkeZOv7ipwPuoZ5bUmDnQbmN6Jg0Z_YAIDLqCqAZvIfdQ/s1600/s-l1600.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1200" data-original-width="1600" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgCGg0fC3bmWxLI0tCn_1HNpcD7S5TJPHl_rVHnqZ0ryIPNlSdc2Y5etw-cHOXIZ455kpSWEkiD68RYo81domy_TSe3d7kkFGFG-vF3h3Q6dJf0WqYVrQH4Chjtk31m02AUhukO42bkeZOv7ipwPuoZ5bUmDnQbmN6Jg0Z_YAIDLqCqAZvIfdQ/s320/s-l1600.jpg" width="320" /></a></div><p style="text-align: center;">Sebijik macam ni ha. Nanti kalau aku balik kampung aku carik ada lagi tak buku ni.</p><p>So kalau aku bukak kat datasheet tu, aku nampak la dia punya detail macam ni. Apa pin configuration dia, dan apa logic dia.</p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguEYzq3aEe_PxuC4cKzhVuBSTKhL5IAtThlfXozo6qiQsdSV7xb6UgIH-5ceYj4eABE30sNXxTkgxivxwVOSGo24HM0Gg_bWDnpVfd_HGDgvzCWvvSOAEx-ql1vtb9ADJzCo4iWg9FH7mMCEBdXlTwnbEHAbUm5pE5pNtKoP9BFNWdJD41efE/s820/Screenshot%202024-02-06%20235409.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="820" data-original-width="812" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEguEYzq3aEe_PxuC4cKzhVuBSTKhL5IAtThlfXozo6qiQsdSV7xb6UgIH-5ceYj4eABE30sNXxTkgxivxwVOSGo24HM0Gg_bWDnpVfd_HGDgvzCWvvSOAEx-ql1vtb9ADJzCo4iWg9FH7mMCEBdXlTwnbEHAbUm5pE5pNtKoP9BFNWdJD41efE/s320/Screenshot%202024-02-06%20235409.png" width="317" /></a></div><p style="text-align: center;">Datasheet for 7414 <br /></p><p>Dan IC ni ada banyak jenis/family. Ada CMOS, ada DTL, ada TTL. And amongst of all types of chips, aku berminat kat satu family type of chips ni. TTL. Transistor-Transistor Logic. Sebab dia senang. 5 volts. Input true or false. Output true or false. Senang. Straight forward.<br /></p><p>Dan aku sangat berminat pasal logic gates tu. Kat dalam datasheet tu, memang akan ada tulis apa input dan apa expected output. Yang tu kita panggil sebagai truth table. Ada satu (atau beberapa input), dan apa expected output dia.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQemgtFG_-znICNyuYAm08KM8zk4qrrrjgGdGVHF2o2d1BkD_F1dJXBRJihlETPKwzHMmMP1bVS1vG3F5bYmo9mD32WQFgpRrg776ac6ia2DxSryk90Uw0bN2UeZD91LjuB1vn1FMV2c4OINaWOyO9lDEb8gnzcfEQ9jC9P4fJkaWrKWzDTnI/s316/Screenshot%202024-02-07%20000352.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="285" data-original-width="316" height="180" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiQemgtFG_-znICNyuYAm08KM8zk4qrrrjgGdGVHF2o2d1BkD_F1dJXBRJihlETPKwzHMmMP1bVS1vG3F5bYmo9mD32WQFgpRrg776ac6ia2DxSryk90Uw0bN2UeZD91LjuB1vn1FMV2c4OINaWOyO9lDEb8gnzcfEQ9jC9P4fJkaWrKWzDTnI/w200-h180/Screenshot%202024-02-07%20000352.png" width="200" /></a></div><div style="text-align: center;">Contoh Truth Table untuk NAND Gate. A, B tu input. Q tu output.</div></div><div style="text-align: center;"></div><div style="text-align: center;"></div><div style="text-align: left;"> </div><div>Ok. So itulah mainan aku masa kecik. Tengok IC, carik kat datasheet, tengok Truth Table dia, lepas tu try la solder IC tu combine macam nak combine empat NAND Gate untuk jadikan satu XOR Gate dan macam - macam lagi lah.</div><div> </div><div>...</div><div> </div><div>Circa 1998ish</div><div><br /></div><div>Tapi ada beberapa ketika, aku perasan, kadang - kadang output dia macam tak beberapa cantik macam aku harapkan. Contoh kalau time aku dah integrate gate logic aku dengan board aku yang lain, aku perasan benda dia macam kadang - kadang dia tak stable.</div><div><br /></div><div>It should be as straight forward as it is right? Low and High. Ada dua state sahaja.</div><div><br /></div><p>Rupanya, tak semestinya input tu 5v akan produce ke High. Possible jugak kalau input tu 4v dia akan treat as high. Kene baca manual dia.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWTNzTQYz5MZNxyMC7rr1XQBcEJRMKJGguejos-T4U3euEGtQt9U8XUsXwb0RLjUy-XTWGx_4vupbLNQzwgldKlvZBS2oYOA82T-7GqYRLZLIVsy5a3WpICj_gl9lYgwz6GEi7var4rueHpvjPy-y7D9866falPrtdQXlG1xFqtMwgqs9m4y4/s889/Screenshot%202024-02-12%20at%201.32.24%E2%80%AFAM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="538" data-original-width="889" height="194" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiWTNzTQYz5MZNxyMC7rr1XQBcEJRMKJGguejos-T4U3euEGtQt9U8XUsXwb0RLjUy-XTWGx_4vupbLNQzwgldKlvZBS2oYOA82T-7GqYRLZLIVsy5a3WpICj_gl9lYgwz6GEi7var4rueHpvjPy-y7D9866falPrtdQXlG1xFqtMwgqs9m4y4/s320/Screenshot%202024-02-12%20at%201.32.24%E2%80%AFAM.png" width="320" /></a></div><p style="text-align: center;"></p><p>Rajah di atas menunjukkan kalau voltage dia kurang dari \( V_T \) dia akan treat input tu as Low dan kalau dia lebih dari \( V_T \) dia akan treat input tu as High.</p><p>It just that, kebanyakkan sistem aku ada input dari analog. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjM1HO8HbaM7CJh0PcKZxIEwquojKBHqvTnUC74q20MnQ47jh0apXzPSCFGISoXMc_eYvR-GgdW_tHAvJElX9X0pzeZOtM9gKOQRQC2G_S76K7jCB2ARVDjHeH9FJ0INiFp9AR3GmT4c9MIuzNDlQ5sOgONgZ7Y6w6Wv502tUSa6qebIBVbJrw/s1408/Screenshot%202024-02-12%20at%201.35.37%E2%80%AFAM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="602" data-original-width="1408" height="137" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjM1HO8HbaM7CJh0PcKZxIEwquojKBHqvTnUC74q20MnQ47jh0apXzPSCFGISoXMc_eYvR-GgdW_tHAvJElX9X0pzeZOtM9gKOQRQC2G_S76K7jCB2ARVDjHeH9FJ0INiFp9AR3GmT4c9MIuzNDlQ5sOgONgZ7Y6w6Wv502tUSa6qebIBVbJrw/s320/Screenshot%202024-02-12%20at%201.35.37%E2%80%AFAM.png" width="320" /></a></div><br /><div>I'm not saying that this is a bad thing. It just that I need to understand correctly to ensure that my system is producing a predictable and measurable outcome.</div><div><br /></div><div>Tu dia!</div><div><div> </div><div>And yes. That is a sigmoid function. Atau dalam project management IT, diorang selalu sebut sebagai S-Curve. Ok aku malas pulak nak citer pasal sigmoid function tu. Sebelum aku tulis post ni, aku memang ingat nak citer. Tapi nanti macam drag lagi panjang pulak. Lain kali eh.<br /></div><div></div></div><div> </div><div>...</div><div><br /></div><div>Now. Lately (read as, since I'm late 30 years old), aku perasan behaviour aku macam behaving lebih kurang macam mana Logic Gate ni berfungsi.</div><div><br /></div><div>Ok. Low state tak semestinya tak bagus. High state tak semestinya bagus.
But for binary sistem, we just have two state. A atau B. Satu atau
Kosong. Tu je.</div><div> </div><div>Dulu, aku ada momentum untuk rajin upload post kat blogger, facebook atau apa - apa social media, just to interact with my friends - we put it as in High state. Dan lepas beberapa ketika, aku rasa macam jadi makin malas pulak - and we put it as Low state.</div><div> <br /></div><div>That is just the small thing. On the more serious notes - macam kerja, dulu aku suka melengah - lengahkan kerja (low state). Up to one point, aku rasa stress dan marah sangat dengan diri aku. So aku sekarang ni rajin nak buat keje secepat mungkin (high state). Again, the state tak menunjukkan satu bagus dan satu lagi tak bagus. Siapkan kerja secepat mungkin, means aku kene sacrifice something. And for this, masa aku. Aku nak siapkan keje aku secepat mungkin, aku kene buat keje sampai tengah malam.</div><div> </div><div></div><div>And the more I try to understand myself, the more I become more.. depressed. <br /></div><div><div><br /></div><div>Sebab, ianya akan mengundang ke satu soalan besar.</div><div><br /></div><div>Apa yang trigger perubahan tersebut? Macam logic gate, senang. Aku tengok kat truth table dia je. Tau expected input and expected output. But for me?</div><div><br /></div><div>...</div><div><br /></div><div>For simple thingy macam doomscrolling kat social media tu, benda yang boleh trigger aku dari stop doomscrolling kat social media adalah aku rasa makin stress tengok kawan - kawan aku post atau repost something yang pasal benda yang tak pasti. Benda yang menimbulkan pergaduhan.</div><div><br /></div><div>It is just as simple as that.</div><div><br /></div><div>Tapi kalau benda makin berat, macam procrastination kerja tu, aku start cepat siapkan task aku sebab aku tau, kalau aku slow, benda ni akan impact kat office mate aku.</div><div><br /></div><div>So kali ni agak berat sikit.</div><div><br /></div><div>Jadinya, makin berat atau makin besar perkara tu, aku perlukan force yang makin kuat atau makin berat untuk aku tukar state aku.</div><div><br /></div><div>Newton First Law: Inertia.</div><div></div><div><blockquote>Newton's first law states that every object will remain at rest or in uniform motion in a straight line unless compelled to change its state by the action of an external force. This tendency to resist changes in a state of motion is inertia.</blockquote><br /></div><div>Lagi besar object tu, lagi tinggi force kene pakai untuk tukar state tu.</div><div> </div><div>Dan kadang - kadang, ia memerlukan trauma untuk aku tukar state tu. <br /></div><div><br /></div><div>And how I define it is big or small? It is actually quite straight forward. Based on how big the impact is to my future and anyone close to me.<br /></div><div><br /></div><div>...</div><div><br /></div><div>But it is not that simple.</div><div><br /></div><div>Contoh, even though aku ni jenis nampak macam sentiasa cerita semua benda secara open, tapi sebenarnya apa yang aku cerita tu is actually histories atau facts sahaja.</div><div><br /></div><div>To actually cerita or opened up apa - apa from deep of my heart, i need something. Something yang boleh buat aku percaya kat seseorang tu. Something that I think it is worth trading for. Dan kadang - kadang aku main - main dulu, test dulu sikit - sikit. Sampai aku rasa betul - betul aku boleh open up dan rasa selesa kalau open up tu - no remorse.. Macam graf kat bawah ni.</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAbGRwQgQGx0eQK040OmxBikC37lc_QPA6mMEjuSTcE26zVKrXTl1scnMQD7tHYp4uSpCGUqw8EVHkUHvvg5XbzI6PmrMmmGP61vcQm5H69ImPIg-KyuJ2LgFd1r0OU3ej20fh-CLE-W2DPdWIhVy4SzQLzz2HSuIweH1JuUAgeFaTCBi-pik/s1380/Screenshot%202024-02-12%20at%201.36.20%E2%80%AFAM.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="622" data-original-width="1380" height="144" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAbGRwQgQGx0eQK040OmxBikC37lc_QPA6mMEjuSTcE26zVKrXTl1scnMQD7tHYp4uSpCGUqw8EVHkUHvvg5XbzI6PmrMmmGP61vcQm5H69ImPIg-KyuJ2LgFd1r0OU3ej20fh-CLE-W2DPdWIhVy4SzQLzz2HSuIweH1JuUAgeFaTCBi-pik/s320/Screenshot%202024-02-12%20at%201.36.20%E2%80%AFAM.png" width="320" /></a></div><div style="text-align: center;"><br /></div><div>Once aku dah percaya kat seseorang tu, memang it is point of no return. Aku akan percaya 100% ke dia untuk aku cerita.<br /></div><div><br /></div><div>"Langit tak sentiasa cerah"<br /></div></div><div><br /></div><div>You are right. Kalau dah state aku percaya kat orang tu at High state, tak semestinya ianya akan kekal High.</div><div><br /></div><div>Dan kalau nak tukar state dari aku percaya (high) ke state Low, there's a big trade off jugak. Macam Newton First Law tu cakap. So for the case untuk aku drop my open up aku tu, there's only one way to change the state.</div><div><br /></div><div>Trauma.</div><div><br /></div><div>Dia punya sakit tu.. bukan kat badan. Tapi kat mental. Kalau dah kena tu, aku sendiri pon tak tau macam mana nak fix. Sekali aku tak percaya tu, aku memang akan mendiamkan diri atau mengelak dari berborak pasal tu.</div><div> </div><div style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0gFpV2T9Mknfi32OYabW-i3rXUgMpd6Dwt16ael_NwrCfY874BwwFV7G3ZF4MNiB9p75KOmZZBanqpO0NS6YEo06qK70avt4b97_z3LWQP1NPp6Jp6t4t7Q5WZ2cEqvaO2J1eHN1FSW5KDpsGfFI9spzqf7qXPh0ht_9-xihEflAICU51/s960/8B1BAA88-C063-4106-BD28-23E352FDA253.jpeg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="960" data-original-width="926" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi0gFpV2T9Mknfi32OYabW-i3rXUgMpd6Dwt16ael_NwrCfY874BwwFV7G3ZF4MNiB9p75KOmZZBanqpO0NS6YEo06qK70avt4b97_z3LWQP1NPp6Jp6t4t7Q5WZ2cEqvaO2J1eHN1FSW5KDpsGfFI9spzqf7qXPh0ht_9-xihEflAICU51/s320/8B1BAA88-C063-4106-BD28-23E352FDA253.jpeg" width="309" /></a> <br /></div><div><br /></div><div><div>"Time heals all wounds"</div><div><br /></div><div>I really wish it is as simple as that.</div><div> </div></div><div>...</div><div><br /></div><div>Ok kalau aku cakap pasal open up dan kepercayaan tu. Tak bermaksud kalau aku percaya kat orang tu, aku leh citer apa saja. This is where it is quite unique.</div><div><br /></div><div>Aku percaya kat kawan aku untuk citer anything dalam hati aku pasal kerja or a specific topic, tapi tak bermaksud I can tell him/her about my family.</div><div><br /></div><div>I just need to clearly to understand. Which gate I can open and which gate I will close.</div><div> </div><div>That is all.<br /></div><div><br /></div><div>"Forgive. But never forget"</div><div><br /></div><div>This is something that I reply on twitter that might interest to who ever come across to my page.</div><div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgY67hNwtn2v3Af4yOKxpkn76EWQ51LLNPwDt4W5dR-Im0dmUvE4W09EKsaUwrRzKm9WO-7D-auVbHR6H-Y3SKbl33brXUyS_5zHM-a4V3o55o5MpsChsj4wcjv1vPe5Y_AijBSWEjy3iUwR_BgxM8k7sSjVwNKUmOLe4G5P7NAsWbjqqXR0yA/s1178/IMG_4705.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1161" data-original-width="1178" height="315" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgY67hNwtn2v3Af4yOKxpkn76EWQ51LLNPwDt4W5dR-Im0dmUvE4W09EKsaUwrRzKm9WO-7D-auVbHR6H-Y3SKbl33brXUyS_5zHM-a4V3o55o5MpsChsj4wcjv1vPe5Y_AijBSWEjy3iUwR_BgxM8k7sSjVwNKUmOLe4G5P7NAsWbjqqXR0yA/s320/IMG_4705.jpg" width="320" /></a></div><br /><div><br /></div><div>Percayalah...</div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-33723343839118769822024-02-02T03:31:00.009+08:002024-02-02T09:25:36.314+08:00Normal<script type="text/x-mathjax-config">
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<p>Normal.</p><p>This is normal (graf untuk normal distribution).</p><p></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjxRIyaEAhp6V54_89eN2hV8hC6SMW1NdPSxpm8yK5JZaOdd27DEmJjzjhCb5Ql6wfBiZ0onQRl6dVcSYI72923knqoofLrtuM-4viSCNvPXjQJeqCaeDtk8rWt3tb5ZqMy4U5zMAOST_FAq6emkcqlmjkc8x0SPUcCY2xk7DGOCSqC0eNj4Dg/s308/normal.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="210" data-original-width="308" height="210" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjxRIyaEAhp6V54_89eN2hV8hC6SMW1NdPSxpm8yK5JZaOdd27DEmJjzjhCb5Ql6wfBiZ0onQRl6dVcSYI72923knqoofLrtuM-4viSCNvPXjQJeqCaeDtk8rWt3tb5ZqMy4U5zMAOST_FAq6emkcqlmjkc8x0SPUcCY2xk7DGOCSqC0eNj4Dg/s1600/normal.png" width="308" /></a></div><p></p><p style="text-align: center;"> Rajah 1: Normal<br /></p><p>The idea is that, kalau kita ada satu sample data yang besar, dan kalau benda tu berlaku secara natural occurrence, aku boleh yakin ianya tertabur (distributed) secara normal, i.e. ianya tertabur secara normal distribution. Cuma kita kene tahu apa pembolehubah yang x-axis (yang melintang tu) dan apa pembolehubah di y-axis (yang menegak tu).</p><p>So bentuk dia, kita panggil macam bell-curved. Macam bentuk loceng. (Aku tak tau la celah mana diorang nampak benda tu loceng, tapi itulah yang digambarkan)<br /></p><p>Classic example, kita kumpul semua orang dalam satu company yang besar dan ukur ketinggian dan kita paparkan dalam bentuk graf dimana tinggi (dalam bentuk interval macam 160 cm - 164.9 cm, 165c m - 169.9 cm) dan melawankannya dengan frequensi (bilangan orang yang ada dalam interval tinggi tersebut), nescaya kita akan dapat normal distribution tu.</p><p>So dalam probability theory, kita biasanya akan merujuk kepada area di dalam graf tersebut. Bukannya satu nilai X terus merujuk kepada apa di Y.<br /></p><p>Ok you got the idea right?</p><p>So apa beza kiri dan kanan tu? (kita panggil sebagai tails, atau ekor). The tails, merujuk kepada yang hujung dari graf tu. Kiri dan kanan. Ianya sangat - sangat jarang berlaku, tapi still possible untuk berlaku. Possibility untuk komet jatuh ke bumi sangat - sangat jarang berlaku (ada beberapa occurance je berlaku sepanjang berbillion - billion umur bumi ni), tapi probablity dia masih lagi bukan kosong. Possible. Bukan kosong.<br /></p><p></p><p style="text-align: center;"><img alt="A normal distribution curve with its two tails. Note that an observed result is likely to return a statistically significant result in hypothesis testing if it falls in one of the two shaded areas, which together represent 5% of the total area. Thus, the shaded area is the area of rejection of the null hypothesis" class="figure-details-image__main-image" height="182" itemprop="contentUrl" src="https://www.researchgate.net/profile/Avijit-Hazra-2/publication/50196301/figure/fig2/AS:373096038060034@1465964435417/A-normal-distribution-curve-with-its-two-tails-Note-that-an-observed-result-is-likely-to.png" width="320" /></p><p style="text-align: center;">Rajah 2: Tail kiri dan tail kanan.<br /></p><p>Ok. Kalau ikut example kita tadi tu, agak tak ramai yang tinggi kurang 140 cm dan tak ramai juga yang lebih dari 180 cm. Atau dengan kata lain, kalau aku pilih \( P(tinggi \leq 140 cm) \) aku akan dapat lebih kurang sama dengan \( P(tinggi \geq 180 cm) \) - berdasarkan data yang aku agak - agak hahah. Also notice of usage of \( \leq \) and \( \geq \). But this is still normal. Both of them are unlikely, but still probable. Dan mesti korang perasang yang kawan - kawan korang pon tinggi lebih kurang korang je kan?? <br /></p><p>Because it is normal. Kalau kau terlalu tinggi dan tengok takde kawan - kawan yang lebih kurang tinggi kau, it is still normal. Cuma kau berada at the tail kanan.<br /></p><p>...</p><p>Sama jugak kalau aku pergi ke mana - mana projek. If i take a population of the project (means, bilangan project) yang besar dan aku plotkan dengan yang kiri tu yang tak kasi kerjasama sangat dan yang kanan tu kasi kerjasama sepenuhnya, aku boleh dapat graf normal macam tu. Dan kebanyakkan nya tu, yang tengah - tengah tu, mixed reaction. Normal lah kan?<br /></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgdXuUVWwVD9rWgvUG76lyhzBDACfZVT-yDghulKurvE2Oc3fEyif6nskYBEeWp1AbpDPTcEC4WYyeW_4y3rKu9w2VFkJxqx_juvP5N_8COcbSF5U9zv_ZxeVHUs_uAWzmL3dg__vPL5xhK0MiLDgW86vq__SZZ8pfWp3zorYWgWLlc3Sfcezc/s313/normal%20in%20project.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="261" data-original-width="313" height="261" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgdXuUVWwVD9rWgvUG76lyhzBDACfZVT-yDghulKurvE2Oc3fEyif6nskYBEeWp1AbpDPTcEC4WYyeW_4y3rKu9w2VFkJxqx_juvP5N_8COcbSF5U9zv_ZxeVHUs_uAWzmL3dg__vPL5xhK0MiLDgW86vq__SZZ8pfWp3zorYWgWLlc3Sfcezc/s1600/normal%20in%20project.png" width="313" /></a></div><p style="text-align: center;">Rajah 3: How kerjasama yang diberikan untuk projek - projek yang aku terlibat <br /></p><p>Even sebelum ni pon yang aku terlibat, melibatkan politik dan basically kitorang masuk untuk sailang projek diorang dan kasi ke company lain, still masih lagi biasa - biasa je diorang dengan aku (ada yang hesitate dan ada yang comply). <br /></p><p>Tapi ada satu projek ni, dia terlalu kasi kerjasama sangat. Sampai aku pon rasa seram.<br /></p><p>Pelik.</p><p>Tapi tak ajaib. Ianya masih lagi dalam normal distribution. Cuma lebih ke kanan sangat.</p><p>Kenapa aku kata pelik. For once, masa kitorang datang initial discussion, kitorang terus mintak akses VPN.</p><p>Anyone yang kerja kat IT especially on large organization tau, yang VPN ni swiss army knife. Memudahkan untuk buat kerja, DAN memudahkan untuk orang menyalahgunakannya. So for yang macam graf bawah ni, usually akan hesitate untuk kasi, yang aku lorekkan lebih 95% sampai ke kiri.</p><p></p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8r4EtMAQX3XLqG2SEt_NqFNgGCvna_eTES-vTLIDy4qCzDaUyE-5dhW3h_qbmukiNGpnq5H8WPKj4pYhBn_9OEiKdMI0RFe1VBiHXKF8tBI4OcqpEkpTNcN-ev8Xr_DPv5Ojlp8zzI3Qm2dB_Eq18OnXmOIUgqNSse-vz9hf4V1rLEgpM2ZM/s284/nak%20kasi%20vpn.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="199" data-original-width="284" height="199" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj8r4EtMAQX3XLqG2SEt_NqFNgGCvna_eTES-vTLIDy4qCzDaUyE-5dhW3h_qbmukiNGpnq5H8WPKj4pYhBn_9OEiKdMI0RFe1VBiHXKF8tBI4OcqpEkpTNcN-ev8Xr_DPv5Ojlp8zzI3Qm2dB_Eq18OnXmOIUgqNSse-vz9hf4V1rLEgpM2ZM/s1600/nak%20kasi%20vpn.png" width="284" /></a></div><p style="text-align: center;">Rajah 4: The left 95% <br /></p><p>But somehow, diorang macam rilek je kasi. The most resistant dari diorang pon, diorang request untuk isi borang Non Disclosure Agreement (NDA) dan borang request untuk AD dan VPN. Tu je.</p><p>Ah. Maksud aku diorang tu, tu team network dan sekuriti. Diorang yang jaga bahagian network dan apa - apa yang berkaitan dengan sekuriti IT.</p><p>Lepas tu sama jugak masa aku request nak bawak masuk tiga bijik server ke Data Center (DC) diorang. Nak bawak masuk tiga bijik server ke DC orang lain! So ni team server lah yang bertanggung jawab. Tapi the most "heated" discussion pon, macam ni.</p><p style="margin-left: 40px; text-align: left;">Them: Server - server ni siapa yang beli?</p><p style="margin-left: 40px; text-align: left;">Aku: Kitorang.</p><p style="margin-left: 40px; text-align: left;">Them: So siapa yang akan monitor server - server ni?</p><p style="margin-left: 40px; text-align: left;">Aku: Kitorang jugak. Warranty 2 tahun. So sampai habis tu kitorang akan mantain.</p><p style="margin-left: 40px; text-align: left;">Them: Lepas 2 tahun tu apa jadi.</p><p style="margin-left: 40px; text-align: left;">Aku: Nanti boleh decide sama ada nak biar kat sini atau kitorang amik balik. Terpulang tengok projek ni masih on lagi atau tak.<br /></p><p style="margin-left: 40px; text-align: left;">Them: Ok. Nanti email je request nak bawak masuk server tu. Lepas tu minta sign pengarah. (and then they proceed to tell the procedure to bawak masuk server).<br /></p><p>Aik. Awat macam senang je ni. Tak apa. Tu aku anggap je rezeki, urusan dipermudahkan. Alhamdulillah.</p><p>Then aku deal pulak dengan team aplikasi. Ok ni berat sikit. Aku nak kene mimic diorang punya login sequence. So aku pon terpaksa lah mintak flow diorang. Set satu discussion. Dalam discussion tu, diorang tunjuk la source code diorang. Lepas tu diorang tanya kat aku. "You nak tak source code ni". Gitu je.</p><p>Kan aku citer dalam post sebelum ni, mana - mana team akan hisitate nak kongsi source code diorang. Sebab diorang tak tau source code tu akan pergi ke mana. Tapi alhamdulillah, lurus betul jalan aku lalu.</p><p>Macam tu jugak masa nak deal dengan team database. Team aplikasi tolong relaykan request aku untuk minta akses ke database. Yang biasanya berakhir dengan email. "You request je nak minta akses apa, nanti kami (team database) akan buatkan".</p><p>Normal. Tapi hujung - hujung punya normal untuk perjalanan projek ni. Sampai aku rasa macam tak normal pulak.</p><p style="text-align: center;"></p><div class="separator" style="clear: both;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEic9LNxAxHtJhlbcYkvI4wfXXiUmsGHmRYhFVqWpICVufykFS6t58eHsd7bKbVFsdLQR5Vzrpt7SDqru0H-ViPzfZrEoitqTVvBI0AFxBIVXGcZsPC6DBmm6W_2INkE-FqZEtEiCkUiMxwvccj-LBcG0ULT04C_CUFTxSFaTAGC2jaHkLG6Ruw/s627/normal%20relationship.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="592" data-original-width="627" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEic9LNxAxHtJhlbcYkvI4wfXXiUmsGHmRYhFVqWpICVufykFS6t58eHsd7bKbVFsdLQR5Vzrpt7SDqru0H-ViPzfZrEoitqTVvBI0AFxBIVXGcZsPC6DBmm6W_2INkE-FqZEtEiCkUiMxwvccj-LBcG0ULT04C_CUFTxSFaTAGC2jaHkLG6Ruw/s16000/normal%20relationship.png" /></a></div>Rajah 5: Lebih kurang macam ni la aku faham pasal operasi diorang.<br /><p></p><p></p><p>Also ended up, kitorang ada buat satu group whatsapp besar yang ada semua team - team tu dan ada team kami sekali. Dengan big boss kami pon ada dalam tu (Project Director, yang macam dalam org chart aku explain kat post sebelum ni) <br /></p><p></p><p>...</p><p>Now. I'm not saying that I'm hoping to get some resistant. Tapi bak kata pepatah Melayu, "Air yang tenang jangan disangka tiada buaya". It just that, aku kene berhati - hati sebab nampak macam ada yang tak kena.. Aku tak tau mana buaya tu akan datang..<br /></p><p>...</p><p>Projek ni berjalan la macam biasa. Normal. Ada hiccup sana - sini. Kitorang start buat development dari tengah bulan Disember 2023 dan complete development hujung bulan Disember tu.</p><p>Maka awal Januari 2024, bermulalah sesi UAT kami. UAT ni adalah sesi testing aplikasi yang kami bangunkan dengan client kami. In this case, dengan team aplikasi.</p><p>Again, this is normal (yang kat tengah - tengah tu). Ada dua cycle sahaja. Ada juga yang jalan dan tak jalan masa UAT tu. Normal. </p><p>Masa tengah UAT tu, aku discusslah dengan boss team aplikasi tu. Dia cakap kat aku. Kalau mana - mana app nak deploy ke production kat tempat diorang, kene lalu SPA dulu. Security Posture Assessment, atau SPA tu biasa dilakukan oleh internal team dari team network dan security. </p><p>And I said, ok je. We will comply. Tapi dia tambah. "Kalau diorang kata tak nak buat ke atau mengelak ke, you kasi tau je kat I. Nanti I akan terus complain ke pengarah". And my automatic response was, "eh tak perlulah macam tu. Kita try nego dulu dengan depa macam mana". Dia tambah lagi. "Tak. You mintak je. Nanti I monitor perbualan korang".<br /></p><p>Aku terdiam. Ok now I see. The relationship between this team and another team is basically \( - \sigma \). Actually aku dah perasan pon dari sebelum ni. Kalau aku mention pasal the other team kat team lain, ada macam something macam diorang tak selesa. Cuma, well.. Me being me. Aku kalau boleh tak nak sibuk - sibuk pasal orang lain. Aku nak pastikan kerje team kami siap je.<br /></p><p>Ok pasal SPA tu, ended up, lepas meeting dengan diorang, SPA tu akan dilakukan oleh team from our company. And everybody happy.. I guess.</p><p>...</p><p>So kalau dah masuk SPA ni, means dah hujung - hujung projek. Beberapa kali SPA dah jalan dan dah present ke pengarah diorang.</p><p>SPA ni sepatutnya cover kat apa yang kitorang buat je. Tapi somehow, terlepas satu ni budak SPA tu tertest yang team aplikasi tu buat. So budak SPA ni tanya la aku, nak include tak dalam report. Aku cakap senang je. Integriti. Dah nampak tu, terus raise. Tapi tak perlu proceed dalam sangat becasue it might delay our delivery. It is good also for them.</p><p>29 Januari, 2024.<br /></p><p>So SPA ni pon present la final finding diorang lepas aku dah buat fixing. Dia kata cuma ada satu je lagi isu yang tak tutup lagi, dan itu adalah tanggungjawab team server. Sebab ianya melibatkan config. Pengarah tu pon minta tolong la kitorang tolong fixkan (aku le tu). So aku pon pergi la jumpa diorang lepas meeting tu.<br /></p><p>Masa tengah nak godek - godek nak solvekan isu tu, sekali brader team server tu cakap. "Ni bukan kitorang yang kene setelkan ni. Ni kene tanya team aplikasi ni.".</p><p>Understood. Aku (not knowing anything), jumpa la team aplikasi tu. Cakap kat diorang, yang diorang kene fix sebab team server yang cakap cenggitu. Team aplikasi cakap, "Aik diorang ni. Ni kan server config. Apasal suruh kitorang pulak. Diorang tu memang.." Ada lagi rentetannya tapi tak kan la aku nak tulis sini. Kan.</p><p>Aku ok kan je la. Sambil - sambil tu tengok la team aplikasi tu fix.</p><p>...</p><p>You see. The project is about to end. Yang stressnya kami. Tapi team dari client kitorang tak stress pon. They work as usual je. As normal as it should be from their side.<br /></p><p>Cuma ada satuuu jee tiny bit yang nak kene buat sebelum nak masuk ke production.</p><p>Nak integratekan data flow dari public ke server kitorang.</p><p>...</p><p>Ok to simplify, untuk normal application yang kitorang buat ni, akan ada tambah satu lagi laluan masuk dari public ke server kitorang. Masa awal - awal projek ni (mid December 2023), masa meeting nak bawak masuk server, aku dah pernah highlight dan bagi option ke diorang. Masa tu meeting dengan team server dengan team network. These are the options.</p><ol style="text-align: left;"><li>Integrate melalui new domain name. So data akan masuk melalui domain baru dan terus ke internal load balancer kitorang. Kalau pilih ni, akan jadi major task untuk team network dan security.</li><li>Integrate melalui Load Balancer. Pakai domain sama macam app diorang, cuma swing kalau path /sekian_sekian/ tu akan pergi ke server kitorang.</li><li>Integrate melalui web server. Kene tukar config kat web server (macam nginx atau Apache) untuk buat proxy ke app kitorang. <br /></li></ol><p>So kitorang let the guys in the meeting decide. And they go with option no 3. Aku pon ok je lah. Slide tu pon aku emailkan terus ke diorang.<br /></p><p>...</p><p>Back to current time nak go for deployment to production. Masa team aplikasi nak fix SPA punya isu tu. So aku cakap la. Nanti boleh buat skali for proxy to our app.</p><p>Team aplikasi tanya aku balik. Sapa yang actually decide nak pakai macam tu. Aku cakap la meeting hari tu masa awal - awal projek. Diorang tanya aku balik. "Team aplikasi ada tak dalam meeting tu". Ok I can see where this will goes. Aku kene jawab dengan hati - hati because I know this will trigger internal clash between them. Aku jawab, "Takde. Ada team network dengan server team je". Jawab aku jujur. Hahah. Memang hangin lah diorang. <br /></p><p>So diorang tanya skali lagi kat aku, apa implikasi kalau buat kat config tu. Aku jawab la dengan jujur all the pros and cons kalau buat camtu. Diorang kata kalau camtu, kene hold dulu bab tu. Diorang kene bincang dengan boss diorang.</p><p>30 Januari, 2024.</p><p>Pagi. Aku baru sampai tempat client tu. Nampak bos aplikasi tu dah tunggu aku kat depan station kami. "Ha Fairuz. Mai sini sat. You citer kat I apa yang berlaku sebenarnya". Aku pon citer la semua - semua tu. With filter of course. Again. aku tak nak benda ni trigger internal fighting diorang.</p><p>Or so I thought.</p><p>Lepas boss aplikasi tu balik, 10 minit lepas tu, team member team aplikasi cakap,"Ok boss kitorang dah set meeting dengan diorang (team network dengan team server) pukul 10 pagi ni kat war room. Fairuz kene datang sekali, explain balik apa yang berlaku". Masa tu dah 9:55 pagi.<br /></p><p>Wait a minute.</p><p>Hahahaha. Aku tak tau nak cakap apa. Aku follow je la.<br /></p><p>10 pagi.</p><p>Masuk je dalam war room tu, semua "bersorak". "Ha datang pon dia. Duduk dulu sebelum apa2". Elok je aku melabuhkan punggung aku kat kerusi tu, terus diorang sound. Basically macam ni.</p><p style="margin-left: 40px; text-align: left;">Bos network: Ha you citer siket apa yang berlaku sampai kalut sangat ni?</p><p style="text-align: left;">Aku tau dia tujukan ke team aplikasi. So I need choose my words carefully. Aku start dengan fakta.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Hari tu saya pernah present, macam mana nak integrate untuk masuk ke aplikasi kami. Sama ada lalu domain atau load balancer atau lalu nginx.<br /></p><p>Bos Network tu mencelah.</p><p style="margin-left: 40px; text-align: left;">Bos network: Eh mana ada you present tu.</p><p style="margin-left: 40px; text-align: left;">Aku: Ada. Ada. Saya ada tunjuk dalam slide masa nak request nak bawak masuk server ari tu.</p><p>Kemudian bos server pon mencelah. Suara dia lembut je.</p><p style="margin-left: 40px; text-align: left;">Bos server: Oh slide tu you ada email ke semua orang.</p><p style="margin-left: 40px; text-align: left;">Bos aplikasi: Eh team kami takde pon dapat slide tu. Fairuz tak kongsi pon dengan kami. Nak suruh kami buat, tapi tak share pon apa - apa.<br /></p><p>Aku pulak kene. Aku tau dia nak swing ke team - team lain sebab dia clearly tau bukan job aku nak inform diorang. Tapi aku gak dijadikan sebagai proxy dia.<br /></p><p></p><p style="margin-left: 40px; text-align: left;">Bos network: Ha Fairuz. Cuba you tunjuk balik slide tu.</p><p style="text-align: left;">So aku pon tunjuk balik la slide tu. Explain balik one by one. Lepas tu,</p><p style="margin-left: 40px; text-align: left;">Bos aplikasi: Ha Fairuz. So rasa option mana yang paling sesuai.</p><p>Aku tau dia nak aku bagi jawapan apa. Dan aku tau team - team lain ingat pasal slide tu. Sebab diorang ada mention pasal something yang takde dalam slide tu tapi ada citer masa meeting awal - awal ari tu. So aku kasi la pendapat aku. Ni pendapat yang betul dan jujur. Bukan sebab kene gertak ke apa sebab aku nak memudahkan kerja semua orang. Tapi aku try berdalih lagi. Tak nak semua bergaduh.</p><p style="margin-left: 40px; text-align: left;">Aku: Kalau ikutkan meeting hari tu, memang dah decide nak pakai nginx.</p><p style="margin-left: 40px; text-align: left;">Bos network: Kita lupakan yang dulu tu. Sekarang, you rasa you suggest yang mana?</p><p style="text-align: left;">Bos network tau, kalau nak buat guna domain, benda ni akan delay lagi dan takde orang nak delaykan.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Ok terus terang. Kalau nak senang, kita configure kat Load Balancer je. Senang. Satu tempat dan sepatutnya kejap je.</p><p>Bos network dengan bos aplikasi terus kata setuju. Aku pandang ke puan yang bos server tu. Dia senyum je. Aku pandang ke brader team server tu.</p><p style="margin-left: 40px; text-align: left;">Brader team server: Kalau macam tu, boleh je kita buat. Tapi minta hantar email. You ikut proses kitorang.</p><p style="margin-left: 40px; text-align: left;">Bos aplikasi: Tak apa, tu nanti Fairuz boleh buat permohonan.</p><p style="margin-left: 40px; text-align: left;">Bos network: Tu senang je tu.</p><p>Amboih masing - masing. Lepas tu ada lagi la sikit discussion yang nampak heated. Semua "Fairuz itu", "Fairuz kene buat ini". Padahal masing - masing tau je ayat - ayat tu ditujukan ke siapa. So selesai la meeting tu. Masing - masing PM tepi aku buat luahan. Aku vendor. Aku layankan je la.<br /></p><p>Ok lah. Sebelum aku pergi makan tengah hari, aku shoot email pasal request tu. Dan lepas solat dzuhur, aku dapat la email kata dah implement.</p><p>Bergegas aku ke laptop aku. Check jadi ke tak config dia buat tu.<br /></p><p>Tak jadi.<br /></p><p>So aku pon whatsapp la kat brader server tu. Explain cakap tak jadi. So aku pon go back and forth dengan dia. Sebab benda tu takde depan mata aku, aku just boleh guide je. Sampai masing - masing buntu. So dia pon suggest.</p><p style="margin-left: 40px; text-align: left;">Brader team server: Boleh tak pakai dua VIP (Virtual IP Address)? Nanti minta team network register kat MAMPU.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Pakai dua VIP maksudnya nanti kene pakai domain lain - lain. Unless kene set somewhere kat load balancer.</p><p style="margin-left: 40px; text-align: left;">Brader team server: Kalau endpoint tu set kat server boleh ke?</p><p style="margin-left: 40px; text-align: left;">Aku: Tu.. kene tanya team apps.</p><p style="margin-left: 40px; text-align: left;">Brader team server: Sila2.</p><p>Aik. Aku kene jadi postman lagi ke. So aku try nak mengelakkan dari aku terjerat lagi skali dalam peperangan mereka ni.</p><p style="margin-left: 40px; text-align: left;">Aku: Encik nanti bincang dengan bos aplikasi balik boleh ke?</p><p style="margin-left: 40px; text-align: left;">Brader team server: Dia mungkin tak tau sangat bab teknikal. Cuba tanya budak dia.</p><p>Ok tak leh nak mengelak lagi dah ni. Aku whatsapp pulak kat budak aplikasi tu.</p><p style="margin-left: 40px; text-align: left;">Aku: Awak, team server kata tak boleh buat la kat load balancer. </p><p style="margin-left: 40px; text-align: left;">Budak aplikasi: Bos saya cakap dia pegang decision pagi tadi.<br /></p><p>Mana taknya kepala aku makin botak. Tergaruk - garuk kepala aku yang tak gatal tapi kusut tu.</p><p>Ok aku dapat idea. Aku whatsapp ke brader team server tu.</p><p style="margin-left: 40px; text-align: left;">Aku: Ok apa kata esok pagi saya datang ke bawah, kita tengok sama - sama. Pukul 9 pagi.<br /></p><p style="margin-left: 40px; text-align: left;">Brader team server: Ok gak tu. Nanti saya jemput skali budak team apps.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Ok cun.</p><p>Aku tau kenapa nak bawak jugak budak team apps. Sebab kalau boleh, nak aku sendiri cakap kat team apps tu, yang benda ni tak boleh buat kat load balancer. Kene buat kat apps jugak. Nak benda tu keluar dari mulut aku gak.</p><p>So malam tu puas la aku baca documentation load balancer tu sana sini. Tengok - tengok kat stackoverflow. Carik - carik cara. So that esok hopefully dapat la setel kat load balancer. Kalau tak setel gak, memang aku la yang jadi senjata diorang.</p><p>31 Januari, 2024.</p><p>Sebenarnya aku ada meeting kat tempat lain (10km jauhnya dari tempat kerje ni). So 9 pagi tu aku terus pergi ke tempat server. Sambil tu aku whatsapp la kat budak team apps tu cakap aku nak terus pergi sana.</p><p>Skali dia cakap dia ada meeting lain. Aku pon ok je lah. Aku tak tau apa diorang discuss semalam between budak apps tu dengan brader team server tu. So I go alone.</p><p>So aku pon teruslah duduk situ, test - test set itu ini. Dengan confidentnya terus apply kat production level. Lepas tu aku bukak laptop dan terus test. Dan alhamdulillah. Dapat buat seperti mana yang aku request tu. <br /></p><p>...</p><p>Again. This is normal. Kadang - kadang nampak macam haywire. Tapi disebabkan kebetulan aku duduk di tengah - tengah, aku rasa aku diberi peluang untuk tolong mediate dari isu ni berpanjangan. Aku tak kesah pon orang gunakan aku sebagai medium diorang kalau tak puas hati. I know it will hurt my heart.. A lot.. Kene tengking tak pasal - pasal. Dengar luahan masing - masing. But, still. Aku bersyukur sangat aku ada peluang untuk letak dinding untuk mengelakkan diorang terus bertelagah.</p><p>Apapon, kerja kene sabar dan jujur. Itu yang sepatutnya dijadikan normal dalam kerja dan kehidupan seharian. Biasala tu, kadang - kadang kita kene kutuk - kutuk (5% kat kiri) dan kadang - kadang kita dipuji (5% kat kanan).</p><p>Tak tentu esok kita ada di mana di dalam normal distribution tu.<br /></p><p>Yang penting, buat je yang terbaik untuk semua. And mantain \( + \sigma \) for all.<br /></p><p>. <br /></p><p>Rujukan:</p><p>[1] Rajah 2 tu aku amik dari ResearchGate. Sos: <a href="https://www.researchgate.net/figure/A-normal-distribution-curve-with-its-two-tails-Note-that-an-observed-result-is-likely-to_fig2_50196301">https://www.researchgate.net/figure/A-normal-distribution-curve-with-its-two-tails-Note-that-an-observed-result-is-likely-to_fig2_50196301</a> <br /></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-57619375934281021182024-01-28T02:41:00.002+08:002024-01-28T16:37:53.637+08:00Relationship: Bad<script type="text/x-mathjax-config">
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</script><p> I have done something bad..</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjvgbDvVj2_s4lFzVS-gXF8zxRBHDq2MF23lWVzfVV-rsPvjxm1y2q7QcFngNGPxrs8wrydzQ3R6o6x-KMh1Dw-06Xayi4VtZekAyMzsK41s43S-xf8W_6O9NMfn2MbQcEgSsiYGiufIRwYMUVpxVrhag5otDlT18BQFVv61Iku2Ed4-bWL-Zc/s577/8dnpu0.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="433" data-original-width="577" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjvgbDvVj2_s4lFzVS-gXF8zxRBHDq2MF23lWVzfVV-rsPvjxm1y2q7QcFngNGPxrs8wrydzQ3R6o6x-KMh1Dw-06Xayi4VtZekAyMzsK41s43S-xf8W_6O9NMfn2MbQcEgSsiYGiufIRwYMUVpxVrhag5otDlT18BQFVv61Iku2Ed4-bWL-Zc/s320/8dnpu0.jpg" width="320" /></a></div><p></p><p>I know Mr Zoidberg. And I do feel bad. </p><p>...</p><p>Relationship.</p><p>Kebanyakkan yang kita jumpa persamaan matematik, lebih merujuk kepada 2 pembolehubah, walaupon ianya macam \( f\left( x \right) = x\). Sebab \( f\left( x \right) \) itu sendiri merujuk kepada pembolehubah (yang merujuk kepada \( x \), atau kita panggil sebagai fungsi untuk \( x \)).<br /></p><p>Dua pembolehubah senang kita nak gambarkan. 2D. Dua dimensi. Dan nampak menarik. Macam chart - chart kat dalam entri aku sebelum ini. Kalau satu je pembolehubah, kita nampak macam ni.</p><p style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiATLJjvvU7zE-TbDQpWb5ggpVXBe19qptvm98-uL6ueR5xZowbllCDaj94IDdbZejlB_ErBNw5qDJzbb2YVo6KBOa-xl4O1gOt9RwOTEAvLJr-ov9Jq23PdyFS11obfmANwx3q28Z61GahaK01LEKRjF_bjl8tuacHe5SYj_TcLCu53tZJecU/s340/graph%201d.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="229" data-original-width="340" height="216" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiATLJjvvU7zE-TbDQpWb5ggpVXBe19qptvm98-uL6ueR5xZowbllCDaj94IDdbZejlB_ErBNw5qDJzbb2YVo6KBOa-xl4O1gOt9RwOTEAvLJr-ov9Jq23PdyFS11obfmANwx3q28Z61GahaK01LEKRjF_bjl8tuacHe5SYj_TcLCu53tZJecU/s320/graph%201d.png" width="320" /> </a></p><p style="text-align: left;">Tapi mana ada orang buat camni untuk satu data je. So the better representative is like this: <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAGio36W7VCpc8p9A5RVkpsiI83AQSV2sRivRbLcwNCpH04_nLLQad5M0_abFLUOYAzFhgNwTQyMdrk8YN4XHyOwPfN5eqW9GsFpr4kKXFTd6igzheFuaoK9pJxOHftndarm0FPCxK5aUeszkBEZryct3_tvPSppb-UyM-Y8xnhhbImtGPczw/s416/Diagram.drawio.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="79" data-original-width="416" height="61" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAGio36W7VCpc8p9A5RVkpsiI83AQSV2sRivRbLcwNCpH04_nLLQad5M0_abFLUOYAzFhgNwTQyMdrk8YN4XHyOwPfN5eqW9GsFpr4kKXFTd6igzheFuaoK9pJxOHftndarm0FPCxK5aUeszkBEZryct3_tvPSppb-UyM-Y8xnhhbImtGPczw/s320/Diagram.drawio.png" width="320" /></a></div><p>Teringat aku masa 2010 aku kat UTM. Masa tu aku kerje sebagai research officer. Aku report kepada Prof Dr T. Dia pernah buat luahan perasaan kat aku (berkaitan dia nak fail kan ke tak sorang candidate PhD Math ni).</p><p style="margin-left: 40px; text-align: left;">Dr T: Fairuz, kalau I draw line dari kiri ke kanan sepanjang dunia ni, apa akan jadi?</p><p style="margin-left: 40px; text-align: left;">Aku: ?? (clueless)</p><p style="margin-left: 40px; text-align: left;">Dr T: Kalau orang buta tau ada satu line lurus macam tu, dia tau tak kanan tu apa dan kiri tu apa?</p><p style="margin-left: 40px; text-align: left;">Aku: Errr. Kalau ke kanan, menaik. Kalau ke kiri, menurun.</p><p style="margin-left: 40px; text-align: left;">Dr T: Ha itu la. Semua orang tahu. Orang buta pon tahu.<br /></p><p>Then dia proceed dengan luahan perasaan dia. Aku dengar je sambil cedok ilmu dia sini sikit, sana sikit.<br /></p><p>The point I'm trying to make is, for 1 dimensional, senang. Ada satu value sahaja. Orang buta pon tau which one is going to positive and which one is going to negative.<br /></p>Macam nilai correlation tu (sebab tu takde carta untuk dia!). Kalau (contoh) nilai correlation tu -0.8, negatif kosong point lapan lah dia.<br /><p>Tapi jangan lupa. Nilai "1D" ni lah yang banyak kita guna seharian.</p><p>Ok enuough buildup.</p><p>Kita akan gunakan nilai "1D" ni untuk define relationship. </p><p>Macam aku citer sebelum ni, relationship can goes both way. Bidirectional. But for this entry, I'm going to use relationship between me and other people.</p><p>Ok so untuk memudahkan kerja kita, kita define all value for relationship will fall between \( \left[ -1, 1 \right] \). There will be a finite value untuk relationship. Sebagai contoh, kalau untuk kategori suka dan tak suka, we can define "TAK SUKA" sebagai negatif dan "SUKA" sebagai positif.</p><p>Kalau aku tak suka sangat dengan orang tu sampai kalau dengar nama dia pon terus muntah darah, sampai masuk hospital, so tu maks la tu, kita define dia sebagai lowest, with the most min value is \( -1 \). Dan kalau aku terlampau - lampau suka sangat dengan orang tu, kita define positif with max value \( 1 \).<br /></p><p>Now, relationship ada banyak jenis. Easiest way is to define it, ikut "verb" dan negate dia. These are for relationship between two people (but I don't see why we can't use it between people and things too!).<br /></p><p style="margin-left: 40px; text-align: left;">Suka = positif. Negatifnya = tak suka.</p><p style="margin-left: 40px; text-align: left;">Admire = positif and loathe as negative.</p><p style="margin-left: 40px; text-align: left;">Recomendation makanan betul = positif. Recomendation makanan tak betul = negatif.</p><p>Again, cara guna, kalau kalau orang tu rekomen makanan tu sedap dan aku test memang sedap, positif la dia dari mata aku. Kalau orang lain rekomen makanan tu sedap tapi aku test tak sedap, negatif la dia.<br /></p><p>Untuk kes kali ini, kita nak tengok kalau orang minta pendapat aku.</p><p>We define it as, kalau orang tu terima pandangan aku positif. Kalau aku kasi pandangan, dia tak dengar, kita anggap dia negatif. We define it as,</p><p>\[ RelationshipPandangan_{0,a}=\sigma, \forall \sigma \in \left [ 0, 1 \right ] \]<br /></p><p>So kalau aku kasi pandangan dan dia tak dengar, kita cakap sebagai \( - \sigma \). Kalau aku kasi pandangan dan dia dengar, kita anggap sebagai \( + \sigma \). Subset \( 0 \) tu merujuk ke aku dan \( a \) tu kepada one particular orang lain. So read \( RelationshipPandangan_{0, a} \) as relationship pandangan aku kepada orang lain. Dan kalau \( RelationshipPandangan_{a, 0} \) tu pula merujuk orang tu kasi pandangan ke aku dan aku terima ke tak. Bidirectional. Nilai dia tak semestinya sama.<br /></p><p>Ok?<br /></p><p>...</p><p>Ok. Aku nak citer ni. Aku somehow "macam" terlibat dengan ada satu projek yang quite haywire dalam company aku. Semua serabut. Direction pon tak tau macam mana. "Macam" tu sebab basically department aku, takde la terlibat secara direct. Kitorang lebih kepada application untuk menggunakan product dari project tu untuk specific use case dan implement kat tempat client.</p><p>But the direction from my boss is clear.</p><p style="margin-left: 40px; text-align: left;">You guys jangan masuk campur pasal projek besar tu. Korang buat je kerje yang I suruh. Kalau diorang tanya, you guys cakap tak tau. I pon tak nak amik tau pasal diorang tu.<br /></p><p>Straight and clear. And we understood our assignment.</p><p>Tapi sebenarnya dia yang banyak suruh aku deal dengan team member projek besar tu. And somewhat, aku terlibat/slash/tak terlibat dengan projek tu. </p><p>And my boss knows clearly. Aku ni selalu dicampak oleh team member projek besar tu kalau ada apa2 hal.</p><p>And whatever happens pon, our relationship between aku dengan team member projek besar tu, overall still lagi \( + \sigma \). Kecuali dengan top management diorang. I know boss aku maksudkan jangan terlibat dengan top management dari team sana. And so, I'm keep avoiding from them. Kadang - kadang tu ada berborak tu ada la. Dapat instruction direct dari top management sana, aku terus mengadu kat boss aku. Basically aku dengan top management diorang \( - \sigma \).</p><p>It doesn't seems like harmony untuk kerja dalam satu project. But again, I don't care pasal \( - \sigma \) tu. Aku kerje je ikut instruction bos aku. Bukan bos orang lain.<br /></p><p>Right.</p><p>... </p><p>Projek besar tu sangat haywire. Korang bayangkan, sampaikan nak guna satu product ready made tu, diorang mintak source code untuk product tu. Macam korang pakai Microsoft Word lepas tu rasa nak integrate sikit, korang mintak source code Microsoft Word tu. <br /></p><p>Now, I'm hearing from both side. Yang team yang nak kene improve the flow (the new team) and the original team (the real OG) yang buat product tu. One side kata the OG team tak kasi kerje sama. The OG team kata they already comply whatever they asked and done what was instructed.</p><p>The new team is asking for the source code of the product. And the OG team keep hesitating (boss aku cakap).</p><p>But I do understand why OG team is hesitating. Bayangkan elok - elok source code tu ada kat dalam protected repo, lepastu kasi ke team lain. Kita mana tau apa yang diorang buat kat code tu. Or kepada siapa diorang akan lepaskan source code tu (can also refer to my post yang lama pasal copy and paste ni: <a href="http://fafa-null2.blogspot.com/2012/02/sorted-stack-ii.html">Sorted Stack II</a>). <br /></p><p>For programmers, the source code is like their life. They put all their effort onto that. Hati dan perasaan semua ada kat dalam source code tu.</p><p>But I also do understand why the new team is asking for source code. The stress is building up. They need the answer as fast as possible. Instead of waiting for explaination, why not dig down to the real content and see what is happening.<br /></p><p>I also assume that they were just following orders (top management trying to trap the OG team sebab dia tau, mana ada programmer yang suka - suka kasi source code ke orang lain). So they use the new team as their execution. <br /></p><p>And yea I said it. The top management trying to trap the OG team. Because they keep demanding the things that THEY KNOW the team OG don't want to do it. Kalau team OG tak tolong, diorang akan kata: team OG tak beri kerjasama.</p><p>Why I said that? For me, the top management trying to keep a bill. In case kalau project ni failed, they will said that it is because the team OG tak kasi kerjasama. The bill is the price of kambing hitam. Teruk.. kan?</p><p style="text-align: center;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBBvolCT6686_WJQOKXTTHrhdMmNg-gTyN8TuorNfXtfUs2qnVTrNHA8OztYqiJp9mkJzHR8O1tepN2nTdvmZI0ySlceeiwnodY8ExxE462t5-e3IMMWFsBRk3tpIgrUNMKRik0j-eDPC86f3ZPpimou1qJY0g88t5r-3WMKxi7iACjWdV-88/s1125/two-buttons-boss-meme-left-button-take-responsibility-right-button-throw-employee-under-the-bus.webp" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1125" data-original-width="744" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhBBvolCT6686_WJQOKXTTHrhdMmNg-gTyN8TuorNfXtfUs2qnVTrNHA8OztYqiJp9mkJzHR8O1tepN2nTdvmZI0ySlceeiwnodY8ExxE462t5-e3IMMWFsBRk3tpIgrUNMKRik0j-eDPC86f3ZPpimou1qJY0g88t5r-3WMKxi7iACjWdV-88/s320/two-buttons-boss-meme-left-button-take-responsibility-right-button-throw-employee-under-the-bus.webp" width="212" /></a></div><div style="text-align: center;"><br /> It's no brainer which switch they will push when the time is come<br /></div><div><p></p><p> </p><p>And you wondered why I said it haywire?</p><p></p><p>...<br /></p><p>But again, both team are my friends. Relationship for me and each of (both) team members are \( + \sigma \). And I do hope so from their side.</p><p>20 Januari, 2024</p><p>Ada la sorang team member dari new team tu minta tolong aku. Basically dia minta pendapat dari aku about the deployment and implementation of this project. Kene pulak nama aku kene petik dari old boss the OG team. "Ask Fairuz, he already done that", kata bos tu. Dah aku pulak yang kene. Memasing ni kann..<br /></p><p>But.. Now now. Since I'm already hearing from both side, I'm thinking I might have a chance to help out a little bit.</p><p>So I am suggesting to him, that act like a SI (System Integrator). Try not to modify existing working code. Just develop an app that will utilise the existing API. Only change the code if you are really really sure.<br /></p><p>So we ended up kat situ. Not a single code kitorang tengok. Aku rasa ok lah camtu. "Jangan kacau barang orang lain.", teringat pesanan mak aku.</p><p>Little I know, I am actually making it worst...<br /></p><p>...</p><p>So beberapa hari lepas tu, aku berborak la dengan kawan baik aku (letak nama dia as L2, sebab lepas ni nak refer balik). So dia cerita la. The new team member tu actually minta akses masuk ke server production team OG!!</p><p>I..</p><p>Wait..</p><p>What?</p><p>That is totally not what I meant!</p><p>So appearantly, aku rasa aku seolah - olah aku yang suggest test ke production. I mean, nobody will do that except kalau nak buat maintenance! And you are not doing that. Korang nak integrate!<br /></p><p>Sakit betul kepala aku minggu tu.</p><p>Penuh dengan remorse.</p><p>What I have done!</p><p>Tambah pulak L2 ada cakap, "Kalau benda tu I tau tapi bukan I punya domain, I terus suruh diorang refer ke yang betul - betul arif".</p><p>Terasa betul. <br /></p><p>... <br /></p><p>24 Januari, 2024. <br /></p><p>Bos aku jumpa aku. Borak pasal projek. Tapi at the end of the discussion, dia cakap kat aku. Slowly. "I tau u borak dengan the new team member tu. Satu je I nak pesan kat you. Kalau orang tanya melibatkan projek besar tu, you cakap je you tak tau dan tutup talifon".</p><p>Terdiam.</p><p>Teringat. Fixing was supposed to be the my theme for last year (1444H), and it shall carry on my shoulder forever. Tapi apa yang aku buat ni, ini bukan fixing...</p><p>Ini opposite of fixing... <br /></p><p>...</p><p>26 Januari, 2024.</p><p>Before and after solat jumaat, I have done a lots of thinking. Aku tau, kesannya tu ke the whole OG team. But there's one particluar person yang aku betul - betul kene minta maaf.</p><p>So aku beranikan diri. Aku mesej ke JR. "Can i call you whenever you are free? I need to apologise to you". And she replied "Sure thing. What's up?"<br /></p><p>Aku call lah dia. Aku rasa lebih 20 kali aku minta maaf. Itu pon aku rasa tak cukup. Dia pon gelak - gelak je. Kata no worries. This is all miscommunication. Lagi lah aku rasa bersalah. This won't happens kalau aku tak bukak mulut. The term "tak beri kerjasama", maybe I was one of the contribution for this. Sebab aku tak tutup mulut.<br /></p><p>Aku pon tak tau nak cakap camne lagi.</p><p>It is not easy to have \( + \sigma \). It come with a cost. I should treat it carefully just like L2 said.</p><p>But I learned my lesson. <br /></p><p>And I shall add it to my baggange, and I'm going to carry it until the end of my life.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhliaYWXqcsbf1j-6cT34ZRlF1zssOJ9Nai-VUXlImkIHJsxvLyANnjA3YmEcv-tk4Sv7PMwL9mKnHqmxoxeATqvXd9ObjtGiZfqK3Uxg8MYj2_Ef1cBO9hmJlkCT_0ZTWKqccY7zaHo9Ycu35bjm_4mA-q0Fz1gIMFM_8pkpsZonLXHEZkGfk/s960/ERUC20UWsAIjgXV.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="960" data-original-width="960" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhliaYWXqcsbf1j-6cT34ZRlF1zssOJ9Nai-VUXlImkIHJsxvLyANnjA3YmEcv-tk4Sv7PMwL9mKnHqmxoxeATqvXd9ObjtGiZfqK3Uxg8MYj2_Ef1cBO9hmJlkCT_0ZTWKqccY7zaHo9Ycu35bjm_4mA-q0Fz1gIMFM_8pkpsZonLXHEZkGfk/s320/ERUC20UWsAIjgXV.jpg" width="320" /></a></div><br /><p> </p><p>And no. I need not another giving hand..<br /></p><p> </p></div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-32416771474509838542024-01-21T17:40:00.008+08:002024-01-22T20:47:42.035+08:00Cerita Random: Definasi, Jangan Tertipu<script type="text/x-mathjax-config">
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<p style="text-align: left;">Ok question time from previous post. <br /></p><p style="margin-left: 40px; text-align: left;">"So, apa equation untuk kalau orang yang jenis mcm tenaga takde kaitan dengan social interaction dia tu?"</p><p>Tertanya seorang hamba Allah ni. Actually aku yang tanya kepada sendiri sebab takde orang lain pon baca blog aku ni. Haha! </p><p>Ok cenggini ha. Kalau korang deal dengan matematik ni, yang paling penting, kene faham betui - betui maksud simbol yang digunakan.</p><p>\( \propto \) ni maksudnya "propotional to". Maksudnya, ada hubungan antara variable/function sebelah kiri dan variable/function di sebelah kanan.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfcYb4-YcICihHAN6Etzxa6PW1ZnE8xbtKxiIi1UPNDWhtt6NwaHeDf6AAjhR2fx0eU-ApdT2wYGi4Ly8GyoR43tDsudcJdq4iI1QTikeWwmiRNi2l8-L6pR2ZzkPOQD_hyphenhyphen1S4HNZ7sd7vBOT5EZpQB0_msxy5Yl8OeQDv5jEhmo7i4kvfHzM/s442/Prop%20to.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="329" data-original-width="442" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjfcYb4-YcICihHAN6Etzxa6PW1ZnE8xbtKxiIi1UPNDWhtt6NwaHeDf6AAjhR2fx0eU-ApdT2wYGi4Ly8GyoR43tDsudcJdq4iI1QTikeWwmiRNi2l8-L6pR2ZzkPOQD_hyphenhyphen1S4HNZ7sd7vBOT5EZpQB0_msxy5Yl8OeQDv5jEhmo7i4kvfHzM/s16000/Prop%20to.jpg" /></a></div><br /><p></p><p>So kalau kita tengok graf di atas, kita boleh cakap yang \( y \propto f(x) \). Idea dia,</p><ol style="text-align: left;"><li>Hubungan tersebut, tak semestinya linear. Boleh jadi apa - apa. Quadratik, hyperbolik, tonggang terbalik.. anything goes.<br /></li><li>Tetapi \( x \) dan \( y \) tetap ada hubungan.</li><li>(Point 2a patutnya ni). So maksudnya, apa - apa yang berlaku kat \( x \), ada kesan ke \( y \). Macam tu jugak sebaliknya.</li><li>(Point 2b). So \( x \) dan \( y \) ada hubungan yang boleh kita define clearly. <br /></li></ol><p>So pasal introvert dan extrovert sebelum ni clear. Kan? Sama macam omnivert. </p><p>Hatta semedikian rupa, mesti ada some sort of equation yang kita boleh pakai untuk kes macam aku ni. Kan? What about correlation (korelasi)?</p><p>Ok kita tengok pula definisi correlation.</p><p>\[ corr(x, y) = c, \forall c \in \left[ -1, 1 \right] \]</p><p>Ok jangan kagum sangat, ni semua korang pon dulu pernah belajar masa kelas statistik dulu. Bahagian introduction lagi.</p><p>Kalau tak ingat, takpe. Kita recap sama - sama.</p><p>Korelasi adalah merujuk kepada perkaitan antara dua pembolehubah. Dan perkaitan itu kita boleh nilaikan menggunakan satu nombor, dan dalam kes kita ni, kita namakan dia sebagai \( c \).<br /></p><p>Nilai \( c \) tu maksudnya sejauh mana korelasi antara \( x \) dan \( y \). Kalau nilai \( c \) tu menghampiri \( -1 \), maksudnya, kalau (contoh) \( x \) menaik, \( y \) akan menurun, dan sebaliknya. Dan kalau nilai \( c \) tu menghampiri \( 1 \), maksudnya kalau \( x \) tu menaik, \( y \) akan menaik sekali.<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgpLPFSE-W4b7QRRgyO_vLzzKQuPAGHVpBiOY398xHIN-gUwwi4ZZU_Cq0oB5OF3kbD6sn4Gzb9LsnXQjHQ1DoeZPM2vc5e_GgjzHdOXNuc89VeYKaDQTMi4GkBvPL7IdrRexUI1ygZ93HjRhRvwCpFMSH4sjDiYsqHi-q5eY89ken54wlS4M/s552/Positive%20correlation.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="420" data-original-width="552" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjgpLPFSE-W4b7QRRgyO_vLzzKQuPAGHVpBiOY398xHIN-gUwwi4ZZU_Cq0oB5OF3kbD6sn4Gzb9LsnXQjHQ1DoeZPM2vc5e_GgjzHdOXNuc89VeYKaDQTMi4GkBvPL7IdrRexUI1ygZ93HjRhRvwCpFMSH4sjDiYsqHi-q5eY89ken54wlS4M/s16000/Positive%20correlation.jpg" /></a></p>So macam \( \propto \) la kan? (graf pon macam lebih kurang same je). That is where you are wrong!<br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgTBr2g1M-ymJ1mX1EpQUf-lYkFMEZqvTHfU9KPde_Ga3LkcnEY-56gc9D8KNfBx56VuQEU1-umGp7Aphl2HyBfl_vENlcoMijopfjbfgQCMfU62tISnOlPsfNyWSyMiGTqGQ-EYN7GwpJLtA1BU2rDSVzM_5-1kaYtcXXlhYgPQ52DomUFRVs/s231/Untitled.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="231" data-original-width="218" height="231" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgTBr2g1M-ymJ1mX1EpQUf-lYkFMEZqvTHfU9KPde_Ga3LkcnEY-56gc9D8KNfBx56VuQEU1-umGp7Aphl2HyBfl_vENlcoMijopfjbfgQCMfU62tISnOlPsfNyWSyMiGTqGQ-EYN7GwpJLtA1BU2rDSVzM_5-1kaYtcXXlhYgPQ52DomUFRVs/s1600/Untitled.jpg" width="218" /></a></div><br /><p></p><p>Let me tell you the intersting part. Kalau \( c \) tu menghampiri \( 0 \), so kalau \( x \) tu menaik atau menurun, \( y \) rilek je macam tu. Sama juga, kalau \( y \) tu menaik atau menurun, \( x \) tu rilek je macam takde mende berlaku.</p><p> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhge39GgPrQzCDK0I5aGC-ORIXRmRGEXroVBdGosPjzXHaI96hBcVB5uucNsYLs0-swQAFOeGSEocE0mL2kmzNtmiR1PXJVhuAtMgsEwOMlmAFObOUIyoR8MvqwxxFGI2kgl-nb1bzrLVHiUXoeV5qCe0PA_K8CGckIKi-8cZIJHZNiDmVU9RE/s527/No%20correlation.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="385" data-original-width="527" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhge39GgPrQzCDK0I5aGC-ORIXRmRGEXroVBdGosPjzXHaI96hBcVB5uucNsYLs0-swQAFOeGSEocE0mL2kmzNtmiR1PXJVhuAtMgsEwOMlmAFObOUIyoR8MvqwxxFGI2kgl-nb1bzrLVHiUXoeV5qCe0PA_K8CGckIKi-8cZIJHZNiDmVU9RE/s16000/No%20correlation.jpg" /></a></p><p><br /></p><p></p><p>So.. totally bukan "proportional to". Sebab \( corr \) boleh juga ambil kira kalau dia takde hubungan, walhal "proportional to" tu menandakan terdapat hubungan antara dua pembolehubah!</p><p>Berbalik kepada persoalan (kedua yang derived dari persoalan) asal. So boleh la guna \( corr \) kan?</p><p>Now we come to the definition of the correlation itself.</p><ol style="text-align: left;"><li>Korelasi merujuk kepada hubungan linear antara dua pembolehubah. \( x \) dan \( y \). TETAPI, takde masalah untuk kita buat transformation untuk mendapatkan perhubungan linear tersebut. Biasa orang buat macam \( f(x) \) dan banding korelasi dengan \( y \), di mana \( f(x) \) tu ada transformasi untuk mengadakan hubungan linear dengan \( y \).<br /></li><li>Nilai negatif menunjukkan kalau \( x \) naik, \( y \) akan turun. Hubungan negatif. Kalau nilai positif, \( x \) naik, \( y \) akan menaik jugak. Kalau menghampiri kosong, \( x \) dan \( y \) tu akan buat keje sendiri memasing, tak amik kesah pon.</li><li>Dan ni yang paling penting. KORELASI TIDAK MENJADIKAN PENYEBAB (omputih cakap, CORRELATION IS NOT CAUSATION).<br /> </li></ol><p>\( x \) dan \( y \) mungkin bergerak seiringan. Tetapi tak bermaksud \( x \) tu memberi impak/kesan secara langsung kepada \( y \).</p><p>Ok ini yang selalu orang confused. Aku teringat cerita lecturer aku dulu. Dia cakap, dulu ada satu study pasal kepanjangan skirt perempuan dan harga stock market (saham).</p><p>Basically the conclusion is here: Terdapat korelasi antara kepanjangan skirt perempuan dengan harga saham dunia. Lagi tinggi (read: pendek) skirt perempuan tu, lagi tinggi harga saham dunia. <br /></p><div><p>See? Benda tu takde kaitan pon (ok I will eloborate on this later, mungkin dalam post lain),, I repeat, dia takde kaitan, tapi terdapat highly positive correlation between kepanjangan skirt perempuan dan harga saham dunia. (Aku baru jumpa the real actual story pasal ni kat wikipedia, siap ada nama theory lagi. Hemline Index on wikipedia. Read here: <a href="https://en.wikipedia.org/wiki/Hemline_index">https://en.wikipedia.org/wiki/Hemline_index</a>) <br /></p><p>Jadi, jangan tertipu kalau orang kata ada korelasi maksudnya this implies that. Correlation does not mean causation. Skirt perempuan tinggi tak bermaksud harga saham boleh naik. But with just some weird coincidence, dua - dua tu nampak berkaitan. Clearly it is not "proportional to" tapi ianya ada korelasi.</p><p>Right? <br /></p><p>So, what to say untuk orang yang jenis - jenis macam aku ni? Hubungan antara tenaga dan social interaction tu?</p><p>Simply to say, anggap je benda tu just random.</p><p>Sesuatu yang rawak.</p><p>Mungkin ada, mungkin takde.</p><p>Just random..</p><p>...</p><p>Circa 2002.</p><p>Masa tu baru habis sem pertama untuk pengajian kursus Matematik Industri aku. Alhamdulillah. Aku dapat la CGPA 3.31. Masa tu agak nerd sikit, so banyak lah study. Kompiter pon takde lagi time tu.</p><p>Ok a lil bit about my course. Kitorang belajar matematik dan kebanyakkan aplikasi (contoh) lebih kepada real world. Macam mana nak implement kat luar universiti tu. But all course wajib ada something macam nak kene proof (beza dengan budak engineering!). So let say kita kata \( x \) ni dari normal distribution, so apa yang kitorang kene belajar adalah, macam mana kamu define normal distribution tu. Can you proof it? Cenggitu la lebih kurang. Susah senang nye, bagi aku, sama je macam course lain. Course lain lagi la, banyak nak kene menghafal. Aku memang failed bab - bab menghafal ni. Aku makan apa tadi pon aku lupa. Haha<br /></p><p>Ok back to the point. Masa awal start sem kedua, semua budak - budak yang CPA lebih dari 3.00 (atau 3.30, aku tak ingat. Tapi assume je la 3.00) dipanggil oleh Dekan Fakulti Sains dengan Ketua Program Matematik. Tak ramai. Tak sampai 10 orang dari course aku.<br /></p><p>Rupanya,,, ADA HIDDEN COURSE KAT FAKULTI KAMI NI. Untuk budak - budak yang CPA lebih dari 3.00, mereka akan diberi puluang untuk tukar ke course Pure Math, atau,<br /></p><p style="text-align: center;">MATEMATIK TULEN (PURE MATHEMATIC)<br /></p><p>The puriest of all. The OG. The real stuff. The hand and feet dirty type of math! Course yang clearly detach from reality. Takde kaitan dengan industri kat luar tu ha. Seriously. Best betul.<br /></p><p>Aku tengok la nama - nama subjek kat dalam course tu (masa tu, universiti aku semua pakai Bahasa Malaysia). Ada satu nama kelas tu yang aku tertarik sekali dengan nama dia.<br /></p><p>TEORI KELAM KABUT.<br /></p><p>What the chicken? Apa yang korang belajar dalam kelas tu? Seriously aku tertanya - tanya.</p><p>Sampai lah habis sem kedua.</p><p>Teruk.</p><p>Hancur.</p><p>Terkubur. <br /></p><p>CGPA aku 2.12 sahaja. Dan aku secara automatiknya ditendang dari jemputan untuk join course tersebut. I repeat. Ditendang dari dijemput masuk.</p><p>Tapi apa nak buat. Padan muka aku. Sapa suruh memain je lagi. Ok that's a story for another time.</p><p>Cuma. Aku tertanya - tanya sepanjang aku duduk kat UTM tu. Apa itu TEORI KELAM KABUT.</p><p>...</p><p>Circa 2003 - 2004 <br /></p><p>So aku jumpa la sorang budak ni yang memang masuk ke course PURE MATH tu. Aku tanya la dia pasal kelas tu. So actually, omputihnya, nama kelas tu adalah Chaos Theory.</p><p>Chaos Theory, literally translated to Teori Kelam Kabut. Excited. Aku terus ke perpustakkan, carik buku Chaos Theory. Unsurprisingly, tak banyak buku tu.</p><p>Aku mula belek - belek. Fuhh.. Patut la tak banyak buku ni. Dan memang betul kelas ni perlu diajar dalam course Pure Math, takde dalam course lain. Sangat theoritical. Sangat kejam. Sangat cantik. Aku tak sanggup nak baca satu persatu. Aku tengok tengok camtu je. </p><p>Senang citer, dia "math"kan benda - benda yang nampak chaos atau yang kelam kabut tu. Korang tengok politik Malaysia kelam kabut? Yea I'm pretty confident ianya boleh di equationkan atau di sistemkan menurut Chaos Theory.</p><p>Tapi ada satu benda yang aku sangat tertarik. Ni dalam bab awalan buku tu. Ni dia cakap.</p><p style="margin-left: 40px; text-align: left;">How butterfly in Japan flaps it wings, can cause a tornado in America. Lorenz Equation.<br /></p><p>Fuh.. Literally, all the small changes in distance place can be the cause of big events in here. And there's a set of equations for that! (cuba try tengok video ni, menarik.. <a href="https://www.youtube.com/watch?v=VjP90rwpBwU">https://www.youtube.com/watch?v=VjP90rwpBwU</a>) <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://upload.wikimedia.org/wikipedia/commons/1/13/A_Trajectory_Through_Phase_Space_in_a_Lorenz_Attractor.gif" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="200" data-original-width="200" height="200" src="https://upload.wikimedia.org/wikipedia/commons/1/13/A_Trajectory_Through_Phase_Space_in_a_Lorenz_Attractor.gif" width="200" /></a></div><br /><p style="text-align: center;">Lorenz System. Ya memang bentuk butterfly.</p><p>Walaupon aku tak masuk kelas ni, tapi subjek ni buat satu base line untuk aku. And the more I read, the more I understand.</p><p style="margin-left: 40px; text-align: left;">There's no such thing as RANDOM!</p><p>And believe me when I say. Sejak dari tu, aku memang tak percaya betul dengan RANDOMness atau benda yang berlaku secara rawak. <br /></p><p>...<br /></p><p>You see, kalau kita cakap pasal random tu, kita assume benda ni berlaku tanpa sengaja. Takde kaitan.<br /></p><p>Tapi kalau aku, aku tak percaya random (or whatever the definition of it). Bagi aku, random ni hanyalah kita malas sebenarnya nak deep-dive to get the equation (figuratively!). Kita malas nak tau benda ni apa punca dan penyebabnya.<br /></p><p>"Kenapa berlaku tu? Entah. Random kot."<br /></p><p>Sebenarnya kita sendiri malas nak tau apa terkait dengannya. ATAU, benda ni complex sangat. Malas nak fikir. Banyak sangat equation terlibat. So kita cakap je benda ni random.</p><p>...</p><p>So the answer to myself. Apa equation untuk relationship tenaga dan social interaction aku.<br /></p><p>Entah.</p><p>Random.</p><p>(I know it is not, cuma,) Aku malas nak fikir.</p><p>Nantilah aku fikir.</p></div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-58050465884721556432024-01-14T03:08:00.003+08:002024-01-14T03:08:58.351+08:00What's the worst that could happen and why should I care<script type="text/x-mathjax-config">
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<p>Lately ni, banyak pulak aku bercerita dengan kawan - kawan aku pasai introvert dengan extrovert. Idea dia simple je.</p><p>Untuk introvert, tenaga untuk dia berborak dengan orang lain (social interaction) dia adalah limited. Jadi, makin banyak dia berinteraksi dengan orang lain, makin kurang tenaga dia. Basically macam graph bawah ni.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuuLAn9LoP9L9VpYphDogzbEL5jAOTF-bos_L8bLcfYD6zxJzeZpLKLEpGNkBVi8kjJ7k5nR77VIxFBZbtvdzIN_zhdBkfnl6urVm8tvL0Jdt2_ClgJJPaEGc0zx3SvdGPI11mM5J0ku1rP4nqhkCBSO3JLe8Qh4uZjpdplk6IfpYvoYVWB9k/s405/Introvert.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="252" data-original-width="405" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhuuLAn9LoP9L9VpYphDogzbEL5jAOTF-bos_L8bLcfYD6zxJzeZpLKLEpGNkBVi8kjJ7k5nR77VIxFBZbtvdzIN_zhdBkfnl6urVm8tvL0Jdt2_ClgJJPaEGc0zx3SvdGPI11mM5J0ku1rP4nqhkCBSO3JLe8Qh4uZjpdplk6IfpYvoYVWB9k/s16000/Introvert.jpg" /></a></div><p>Atau dengan kata lainnya,</p><p>\[ Social Interaction \propto \frac{1}{Energy} \] </p><p>Means that, their social interaction dia inverse dengan tenaga dia. Satu positif, dan satu lagi negatif (and vice versa). Their energy for conversation is limited. Dia ada quota untuk berborak dengan orang lain dalam satu hari. Dia menggunakan tenaga untuk berborak. Pagi - pagi kalau dia ada tenaga full bar, lepas berborak dengan orang, tenaga dia makin kurang.<br /></p><p>But make no mistakes. This doesn't means that dia tak boleh berborak lama dengan orang lain. Biasanya ada handful of people je yang dia akan rasa selesa, dia boleh hold conversation without draining their energy.<br /></p><p>Believe me, aku banyak rapat dengan kawan - kawan introvert dari dulu lagi. And I really love and admire their way. Dia tak banyak bercakap, jadi dia tidak berkata perkara yang sia - sia. Dia menjaga perbualan dan perhubungan dia because this will force them to interact with others. Dia jenis tidak melepak.. Don't you think this is the best?<br /></p><p>And then, we have the second type. The extrovert type.</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhc75u_zKu2uS7to3fv-I5_sxfHEGzmjbGvSWo1OQ2Oa8QFd4sWMk07GA1hOH25UEGXp9_w3q3iavAWcu9dbWIc_vSTQCulG9vUZmyFwzj_LGEQU8izriEmh14OgWZMWFwGd4b8L_HHhz52pV3Diu4lwG3CqJ0A0hNb-jyNh7P0moNp78Hl1Ec/s384/extrovert.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="252" data-original-width="384" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhc75u_zKu2uS7to3fv-I5_sxfHEGzmjbGvSWo1OQ2Oa8QFd4sWMk07GA1hOH25UEGXp9_w3q3iavAWcu9dbWIc_vSTQCulG9vUZmyFwzj_LGEQU8izriEmh14OgWZMWFwGd4b8L_HHhz52pV3Diu4lwG3CqJ0A0hNb-jyNh7P0moNp78Hl1Ec/s16000/extrovert.jpg" /></a></div><p>Basically diorang ni jenis menggunakan social interaction diorang sebagai sumber tenaga diorang.</p><p>\[ Social Interaction \propto Energy \] <br /></p><p></p><p>Lagi banyak social interaction dia, lagi banyak tenaga dia dapat. This one is clear. Dia boleh datang borak dengan siapa - siapa dan dia biasanya suka attract ke another extrovert. </p><p>Extrovert kinda guy is also be the nightmare for the introvert. Sebab extrovert ni suka sangat bercakap, so aku perhatikan, kalau dia pergi borak dengan budak introvert, nanti budak introvert tu sama ada nak lari, atau terus diam beberapa jam lepas tu.<br /></p><p>Aku jugak suka tengok diorang ni. Happy. Senang betul nak bergaul. Senang betul nak petik apa - apa topik perbualan. Walaupon dia happy, sedih, geram, penat.. boleh je dia borak lagi tu. Kalau dengan aku pon, aku pon penat gak nak melayan. Call nak tanya pasal 1 benda je, boleh jadi 15 minit. Haha. They are also the kind of happy-go-lucky kalau orang tengok secara luaran. Geng makan? Dia ada at least 10. Dia boleh petik je nak pergi makan mana dengan siapa.<br /></p><p>Yosh.</p><p>Now, we move to the second last one. The Ambivert.</p><p>Yang ni jenis dia balance antara extrovert dan introvert. Dia boleh hold perbualan dengan orang untuk jangka masa yang lama. Dan dia juga boleh duduk diam sahaja tanpa perlu berbual. Dia ok je mana - mana. <br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhh4OgQZ_iTWVGLc54icI9Pa9omsjOIetmmYGfSBBVghKDqVeaaSLzw4yNCqO13Labcn8EioesbwRDHG1_seanwa97b3qnOaPiKD6LiuVmt-Bq254eeNC46ID7rgRHeAzYlWGfxiU21uoBnquehcF0_uoLGMrqXDvTSUQm1cwdvKyfuWa4tIiI/s422/ambivert.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="262" data-original-width="422" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhh4OgQZ_iTWVGLc54icI9Pa9omsjOIetmmYGfSBBVghKDqVeaaSLzw4yNCqO13Labcn8EioesbwRDHG1_seanwa97b3qnOaPiKD6LiuVmt-Bq254eeNC46ID7rgRHeAzYlWGfxiU21uoBnquehcF0_uoLGMrqXDvTSUQm1cwdvKyfuWa4tIiI/s16000/ambivert.jpg" /></a></div>Believe me, this is the majority of the people in this world. Dia buat keje rilek2 je. Lepas tu boleh ajak atau join kawan - kawan pergi makan. This is normal. Dia ada cara dia untuk berborak. Contoh ada yang jenis akan berborak kat internet, atau berborak kat tempat kerje.<br /><p></p><p>But they aren't as extreme as the last one.</p><p>Which is, the omnivert.<br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjGeg_amg4iDvi9Qg58Upnti_gyx1NLERaD8V9Fg08LiRETtnUty7U-vaSw75glSF5SMB_BWZBICQbx356RzhEHvRvHwlJ720yUhQDWXhjYk_xQcN5X0zgBIYAwhICCXtxMr4KZNuZwSq2q3t7VShhOmQ6j0-dKosjil_btxZ9jUGrDjVzrAvk/s723/omnivert.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="257" data-original-width="723" height="205" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjGeg_amg4iDvi9Qg58Upnti_gyx1NLERaD8V9Fg08LiRETtnUty7U-vaSw75glSF5SMB_BWZBICQbx356RzhEHvRvHwlJ720yUhQDWXhjYk_xQcN5X0zgBIYAwhICCXtxMr4KZNuZwSq2q3t7VShhOmQ6j0-dKosjil_btxZ9jUGrDjVzrAvk/w578-h205/omnivert.jpg" width="578" /></a></div><p> \[ Social Interaction \propto Energy^{x}, x\in \left\{ 1,-1 \right\} \]<br /></p><p>They can be extra introvert or introvert, depending on their mood or some other unknown parameters. This one is quite hard to predict and other people likes to handle them like they are the emotional type. "Eh takut la nak borak dengan dia, macam dia tengah senyap je tu", said the extrovert in the morning. But later at the same day, they can be really talkative to everyone. <br /></p><p>Each one of them has their own unique way of communicating. And I really respect all of them. Setiap orang ada kekuatan masing - masing. Even the introvert guys is the strongest when they talk. Everybody will listen. The extrovert pulak can easily speak up anything that they have in their minds.</p><p>But if you fall into one of the category and you ask me if you wanted to make a change (dari banyak bercakap ke kurang bercakap or from omnivert to ambivert), I will always give the same answer.</p><p>Do what is the best for you and for everybody around you. But don't change because of anybody. Jangan paksa diri untuk gembirakan orang keliling kamu. Just because some of them tak suka cara kamu, why do you even need to care? Obviously they wanted to you to be WHAT THEY WANTED YOU TO BE. Jangan paksa diri. But if it is coming directly from your heart, so be it. In the end, it is you who will face the sequence and consequence.<br /></p><p>And for me,</p><p>Well.. siapa yang kenal aku lama tau. Aku ni jenis tak kesah sangat pon. Buat ikut suka aku sendiri je. </p><p>Because in the end, I will always think, why should I care apa orang fikir (except for only several handful of people), and me will always be me (suka atau tak suka diri sendiri tu, tak termasuk ye. Because I also don't really care what I think of myself).</p><p>Because.. why tho?</p><p>...</p><p>Circa Year 2003. <br /></p><p>Ok masa kat UTM dulu, course kitorang ada belajar empat bahasa pengaturcaraan.</p><ol style="text-align: left;"><li>C++. Ni basically sebab dulu nak belajar pasal AI. Kitorang layankan aje.</li><li>Minitab. Some sort of math language for statistical purpose. Like SPSS, tapi boleh buat script sendiri. Masa tu SPSS tak boleh.<br /></li><li>Mathematica. Sekarang dah takde dah. Ganti dengan Wolfram Alpha. Generic math.</li><li>And obviously, MATLAB. A powerful math tool used by scientist everywhere sebab dia ada banyak plugin. Kat universiti dia kasi free. Tapi kalau kat luar tu, harga dia boleh cecah USD 200,000. Fuh pandai marketing dia.<br /> </li></ol><p>And obviously lah, thesis aku dulu aku buat menggunakan MATLAB. So it's kinda safe to say, for math programming, I will always goes to MATLAB. Kalau nak buat simple - simple je aku bukak wolfram alpha kat phone. For heavy stuff, I'm going with MATLAB.</p><p>I know. I know. Mahal. But there will always a kedai CD kat luar tu yang jual MATLAB. So.. why should I care dia mahal ke tak.. I'm going to use alternatives way if I can't get it with right way. So why sould I care tho?<br /></p><p>...</p><p>Circa Year 2022/2023.</p><p>Aku ada la terlibat satu projek ni kat tempat kerje aku. Dan aku nak la buat revision sikit kat coding yang aku buat masa kat UTM dulu because I might need to use it again. Cuma takde la pandai sangat aku nak guna MATLAB untuk commercial product aku. Cuma nak tau je all the steps that I used before this and apply it to Python.<br /></p><p>Dan kebetulan pulak masa tu ada part time job yang requires to use MATLAB as its delivery. Cantik sangat lah timing dia tu.</p><p>So aku pon apa lagi. Aku beli la kat shopee MATLAB ni. Dalam RM20 je.</p><p>Revision aku tu aku buat adalah malam - malam, totalling dalam 4 jam. Dan part time aku tu, aku totalkan dalam 4 jam juga. RM20 for 8 hours. Not bad. <br /></p><p>I mean, what's the worst could happens?</p><p>... <br /></p><p>This. This happens.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDCMS7YRk3Bv0KXL2vSwbC3MopGXFC9amRKFe5f9yhRt86nA2NZUVwXZ9Q3qWqAy-i5oq-B5sZlZ2DP7bRjsZqnkJB6cs3p8QZcCLdo8qBw-T6K0u68FB4DBAn8wGVYLdnPLpiNbPxxnGlGFoBS6m-9k3rtg6uaiKKtOxqFbuZ2NfbCIWnLHI/s1392/matlab.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1392" data-original-width="1173" height="264" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiDCMS7YRk3Bv0KXL2vSwbC3MopGXFC9amRKFe5f9yhRt86nA2NZUVwXZ9Q3qWqAy-i5oq-B5sZlZ2DP7bRjsZqnkJB6cs3p8QZcCLdo8qBw-T6K0u68FB4DBAn8wGVYLdnPLpiNbPxxnGlGFoBS6m-9k3rtg6uaiKKtOxqFbuZ2NfbCIWnLHI/w222-h264/matlab.jpg" width="222" /></a></div> <p></p><p>(Yang aku hitamkan tu, nama company aku)</p><p>Al-kesahnya. Aku install MATLAB Shopee tu, kat dua laptop Macbook personal aku. Satu hari tu, aku terbawak la pergi ke office sebab nak update. Aku takde la pandai sangat nak install kat laptop office. Tapi terpandai pulak masa tu nak bawak Macbook aku yang ada MATLAB tu pergi office. Padahal tak buat apa pon.</p><p>Sekali Mathwork (company MATLAB) tu, detect license MATLAB aku (yang beli kat Shopee tu) pakai kat tempat lain.</p><p>Sudah. Dia 'ugut' nak saman kalau kitorang tak beli. Setiap orang kene beli satu lesen. Yang kantoi tu pulak, bukan aku sorang je. Ade la total dalam 6 orang, means kene beli 6 lesen. So bayangkan. 7 kali dua ratus ribu USD. Uih banyak tu.</p><p>Dia nak saman company aku. Company aku ni try la nak nak nego dengan Mathwork. Aku tak tau sangat detail tu.</p><p>But.. Every action has sequence and consequence.</p><p>Aku dan 6 orang yang lain, kene menghadap Human Resource (HR) kat company aku tu. Habis kene bebel. Luckily, Head of HR tu sangat understanding (dia carry gaya mak - mak yang concernkan anak - anak dia). But unluckily, dia kata setiap kami akan dikenekan Displinary Action. There will be a call to all of us lepas hukuman dijatuhkan.<br /></p><p>But also, lucky for me, masa tu, I'm really tired of all kind of things that happens in my life.</p><p>Believe me or not, I'm just thinking, takpe lah. Kene je lah apa - apa tindakkan. Dah memang aku bersalah.</p><p>...</p><p>Tapi masa tu, aku memang senyap je. Malas pulak aku nak bergaul dengan orang. Going totally introvert. Kat company aku, except for the top brass, hanya tiga orang je yang tau. Itu pon sebab aku nak mintak bantuan if the worst comes to worst (Head of HR said it is quite impossible for us to get fired.. but also warned us, just be prepared).</p><p>Salah sorang tu (dulu aku pernah citer skali), NZ bising. "Bos ko tak tolong ke? Apasal hukuman tu macam tu", and all sorts of things. And I do make it clear to him. Bos aku banyak tolong. And I said to him, I don't really care pon pasal hukuman tu. What happens, let it happens. Ya bunyik macam dah putus asa. But like i said. I don't care.</p><p>And so, the final decision from HR has been set. Kitorang diarahkan untuk reply email show cause letter to HR. Head of HR already informed me on how to handle this (which is, I'm really grateful to her). </p><p>...</p><p>November 2023. <br /></p><p>Several weeks leter, aku dapat email.</p><p style="text-align: center;">Subject Email: Suspension Letter.<br /></p><p>Me: Ohh.. kene suspension je.</p><p>And then I'm reading the letter. Basically it said. "Your suspension WITHOUT PAY for 14 days from 23rd December 2023 until 5 January 2024".<br /></p><p>Separuh gaji kene potong.. </p><p>And there's also "During the period, you must cut all ties with the company. You can't represent the company in any way". Ok...<br /></p><p>Sebenarnya aku memang dah tau pon the outcome even before the letter being handed to me. Ada informer bagitau. But reading the letter directly. It really hits differently.</p><p>Terdiam. I think I wouldn't care. But why do I feel a pain in my heart.<br /></p><p>...</p><p>Early December 2023.</p><p>Masa ni, tetiba department kami dapat satu job besar. And I was in charge for the technical stuff. Why me? Because I don't want my other staff involve with this new job. Kitorang sebelum ni memang ada projek lain. So better aku sorang je pergi ke job baru ni dari drag beberapa orang dari team aku tu. At least our current project tu, takde la tertinggal macam tu je.<br /></p><p>18th December 2023.</p><p>Tinggal lagi seminggu je sebelum aku cakap bye - bye ke company aku. So aku ingatkan bos aku pasal tu.</p><p style="margin-left: 40px; text-align: left;">Boss aku: Takpe. You kerje je macam biasa. Later we will issue a memo to ask to keep you to complete this job.</p><p style="margin-left: 40px; text-align: left;">Aku: Ok</p><p>Aku citer la kat sorang lagi kawan aku (bukan NZ, tapi lagi sorang). Dia pon bising la. Cakap boleh pulak nak keep untuk siapkan project. Tapi tak boleh nak waive pasal hukuman tu.</p><p>And I said this to him. Because I don't really care.</p><p>To be honest, I'm currently running on auto mode. Aku ikut je angin tolak aku ke mana.</p><p>But don't misunderstood. Not care doesn't mean I'm not working hardly. Aku keje macam biasa. Cuma aku malas nak fikir dah. Whatever happens, let it happens.</p><p>...</p><p>Since memo tu keluar lambat, so gaji aku dah kene potong 9 hari (for December payout). Banyak weh. Sangkut semua hutang - hutang aku. Dah la sebelum tu aku memang dah sangkut.</p><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div><div class="separator" style="clear: both; text-align: center;"></div>What's the worst that could happen?<p>This. This happens. Semua sangkut. Nak beli makanan pon takde duit. But me just being me. I don't really care. Aku jalan je selagi boleh jalan. Takde duit nak makan? Simple. Tak yah makan atau kurangkan makan. Bukan tak biasa pon.<br /></p><p></p><p>...</p><p>12 January 2024.</p><p>Based on the memo, so hari ni aku dapat lagi satu email. "New Date of Suspension without pay".</p><p>So tarikh suspension aku ubah ke 7 February 2024 sampai ke 20 February 2024. Dan baki gaji 5 hari patut kene potong tu, dia akan potong Februari ni.<br /></p><p>Nothing suprises me anymore. I mean, in my mind, I'm thinking I should feel lucky aku tak kene buang kerje. Right?</p><p>Things already happens. Right?</p><p>So... Why should I really care?</p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-63155384249458497652024-01-03T00:10:00.002+08:002024-01-03T00:10:32.047+08:00Relationship<p style="text-align: left;"></p><p style="text-align: left;">...</p><p>Respons kawan aku lepas dia baca last entry aku.</p><p style="margin-left: 40px; text-align: left;">Me: Memang (aku) aim nak jadi mathematician</p><p style="margin-left: 40px; text-align: left;">Kawan aku: Then that's a good enuf reason to carry on!! Do it for yourself.</p><p></p><p>Yup2. Do it for yourself.<br /></p><p>...</p><p>Aku tak pernah kerja kat company IT sebelum2 ni. Tapi kalau kat company kami, biasa kami ada dua organization chart. Satu, org chart department. Dan untuk setiap department ada department head, yang akan report kepada division head. Kadang2 direction company aku ni sengal sikit. Sebelum ni department -> division -> CEO. Sekarang ni Division -> Sector -> CEO. Aku pon tak paham. Tapi cenggitu lah lebih kurang.</p><p>And this Organization Chart untuk "departmen"t ni, only being used for claim purpose, mintak cuti, set KPI.. Basically macam company non-IT jugalah (kot). Something yang setiap normal company ada.<br /></p><p>And then, we have another org chart. Project org chart.</p><p>This org chart is basically our bread and butter. Sebab kitorang semua kerja adalah berdasarkan project based. Everyday kitorang akan tumpukan works kitorang towards project tu punya aim, goal dan objektif. Senang citer, takde projek, takde duit. Takde duit, contract tak sambung. Kejam kan. Tapi tulah realiti kehidupan.<br /></p><p>Ok so maksudnya yang department org chart tu, just macam untuk cukup syarat kami kerja di syarikat kami. Haha. Tu pendapat aku lah.</p><p>...</p><p>Ok yang aku nak cerita ni, pasal kami punya project org chart. Biasanya, cenggini lah.</p><p> </p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2-LNZfvpRiWD4DU5y3TvG7uYHDd12wwIUyug8iUCtdxFn9oVsqIEa5Rtoodbp_I2dUS5FITxhT3Po7b_FBZCW-gEZWDDc1ZBnNY1RESvXkQd-dAW_MeYTmX1r0Bl4YBi7NfAX_laFFwQ9kdO_JzWOZc-FiyZTRWWvQWzvQ9fy_vWtEcI4Sbs/s611/Org%20Chart.drawio.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="501" data-original-width="611" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh2-LNZfvpRiWD4DU5y3TvG7uYHDd12wwIUyug8iUCtdxFn9oVsqIEa5Rtoodbp_I2dUS5FITxhT3Po7b_FBZCW-gEZWDDc1ZBnNY1RESvXkQd-dAW_MeYTmX1r0Bl4YBi7NfAX_laFFwQ9kdO_JzWOZc-FiyZTRWWvQWzvQ9fy_vWtEcI4Sbs/s16000/Org%20Chart.drawio.png" /></a></div><br /><br /><p></p><p>Akan ada ahli berikut (skip pon takpe.. panjang ni):</p><p>1. Project Director: Dia yang akan basically set KPI untuk projek ni. Biasa mana2 projek kitorang pergi, dia akan set satu je: Jangan kasi rugi. Haha. Dan kalau ada isu yang kritikal sahaja dia akan tanya ke Project Manager atau Solution Architect/Technical Lead dengan Requirements Lead. Basically kalau dia dah masuk campur tu, memang bahaya lah. Tunggu je lah sorang2 kene belasah.</p><p>2. Project Manager: Dia yang akan menguruskan perjalanan the whole project (ye lah.. manager kann). So everything dari segi project contract, benda yang separutnya kita promise to deliver ke client kita. Means that, dari money flow project, resources, timeline and everything non technical to the project. Nak claim pon, dia first level approve ke tak.</p><p>3. Then we have the (or team of) Solution Architect/Technical Lead. This are the guy yang akan handle all the technical aspect to the project. Dari infra/hardware, software, security of the system, data flow.. those technical details. Both of them handle strategic bersama2 dengan project manager. Cara nk handle, apa yg deliver etc. Beza dia, biasa Technical Lead akan more on detail dan jadi mentor, while Solution Architect more on strategic planning. At least at our company yang aku nampak la. Also should be noted that, TL/SA more on breadths of knowledge. Kene tau dari infra, deployment, coding dengan analysis. SA good enough tau surface tapi TL kene tau sikit detail sebab dia yang akan mentor team dia.</p><p>4. Business Analyst Lead. Kalau apa2 yang berkaitan dengan requirements dari user, dia yang akan sync kan dengan team dia dan assign ke siapa module apa. Biasanya dia pon akan kene buat requirements jugak. Ni yang client facing. Memang jumpa direct client/SME untuk tau ape yang diorang nak sebenarnya.<br /></p><p>5. Business Analyst. Dia yang akan collect requirements direct dari user dan dokumenkan. Speciality dia, dia paham apa yang user nak dan ability to convert it to Word document and pass it to Developers.<br /></p><p>6. Technical Writer. Technically, dia tak akan communicate direct ke user, cuma dokumen2 dia tu akan diguna pakai oleh user. Contoh macam User Manual, Technical Manual, etc.. Specialist untuk tulis document, pastu orang baca boleh paham.<br /></p><p>7. Developer Lead. Tokey developer. Biasa datang dari golongan senior yang sebelum ni keje dia adalah specialist untuk development. Boleh jadi dia specialist untuk buat web, portal, dashboard. Lagi banyak speciality dia, lagi senang dia jadi lead.<br /></p><p>8. Developer. Biasanya dia specialist untuk satu - satu bahagian. Contoh specialist untuk buat portal integrasi, boleh jadi specialist untuk integration.<br /></p><p>9. Infra. Kalau project based, at least dalam project kami, dia lebih kepada nak uruskan deployment, CI/CD (yang klik sekali, terus deploy ke server). Sediakan VM, prepare those connection and all.<br /></p><p>10. Database Admin. Eheheheh.. Ni takut sikit nak cakap lebih2. Specialist dalam data structure and data management. Aku tak tau kenapa tapi biasanya role ni, perempuan yang pegang. Tapi betul gak. Kau mintak satu column ni, terus bising dia. Satu column je pon. Table aku nak buat sendiri pon dia tak kasi. Stress aku tau tak. <br /></p><p>Ok enuf citer pasal org chart.<br /></p><p>---</p><p>Dulu, aku suka jalan - jalan bersendirian. Naik bas, jalan kaki, naik basikal. Tah. Sebab aku suka tengok interaction antara orang. Nampak dia punya relationship based dari lenggok bahasa badan dia. </p><p>Kat sekolah pon sama. Biasanya senang nak nampak orang ni rapat dengan orang tu ke, orang ni tak suka dengan orang tu ke.</p><p>So benda ni berkaitan dengan relationship dynamic. A tak ngam dengan B. B ngam dengan C tapi dia tak tau pon A tak suka dia. So its kinda two way atau birectional graph. B to A yes tak semestinya A to B yes. </p><p> </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgh4ZC1xNqhtQtfJ7xSITqEqSsBnDfQMlxpuAV8t7czKlqglKiyoSqkJ7Tm8i8hhxVneqk5-WejfYI1_wG-Gh7Q1ApdcoKJv8BMZphG6PskHilxEYhtDMgBA9IP3mDklKhWDJplRLWBuwXCNdOJAH462Z3i0MUSfKQIT19N35OU8mfrDWqC7gU/s325/relationship.drawio.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="142" data-original-width="325" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgh4ZC1xNqhtQtfJ7xSITqEqSsBnDfQMlxpuAV8t7czKlqglKiyoSqkJ7Tm8i8hhxVneqk5-WejfYI1_wG-Gh7Q1ApdcoKJv8BMZphG6PskHilxEYhtDMgBA9IP3mDklKhWDJplRLWBuwXCNdOJAH462Z3i0MUSfKQIT19N35OU8mfrDWqC7gU/s16000/relationship.drawio.png" /></a></div> <p></p><p>So A, B dan C tu kita panggil dia sebagai nodes, dan A to B, or B to A tu are links, or edges. <br /></p><p>Dan disebabkan benda ni private sangat, aku tak pernah cerita pasal ni kat orang lain. Seriously. Aku just observe je tingkah laku memasing.. Sebab maybe bagi mata aku at least, benda tu nampak sangat macam mana orang tu suka atau tak suka dengan orang tu berdasarkan dari cara perbualan, dari cara percakapan, dari cara dia hidekan information. Maybe for me it is quite obvious sebab aku dari kecik kot aku suke buat camni.</p><p>... <br /></p><p>Ok nak jadikan cerita, projek kitorang sekarang ni sangatlah haywire (ingat tak yang keserabutan aku citer pasal jumpa SME Engineering tu - ya project sama). Haywire bukan sahaja dari kitorang nak kene deal dengan client. Malasahnya, disebabkan problem yang kitorang nak kene dengan client yang tah ape2 ni, dia boleh ignite kepada pergaduhan dalaman dalam projek kami.</p><p>So everybody is not happy with anybody.</p><p>But I warned my development team: Biar diorang gaduh tak puas hati sesama diorang. Kita buat kerje kita.</p><p>Unfortunately, disebabkan diorang tu bergaduh agak dingin jugak (takde la sampai baling kerusi, tapi more on mengadu sana sini), kitorang team development ni agak susah nak buat kerje. Tiap kali tanya je, mula la ada sesi luahan perasaan. Stress tau tak. Kitorang nak buat coding je. Tolonglah.<br /></p><p>And more unfortunately, masa projek ni awal2 start, aku dah nampak dah si dia ni tak suka dengan si dia ni. And thus, a faction was build.</p><p>Aku tersangkut. Dua2 ok dengan aku. Dua2 mengadu kat aku. Dan paling tak bestnya, task yang aku dapat tu dijadikan sebagai pemangkin pergaduhan mereka. "Bukan ni patutnya dia buat ke? Apasal ko tak lawan?", said one team. "Biar je dia nak cakap apa, janji u boleh tolong i", said the other team.<br /></p><p>Bruh... Aku nak buat keje aku je.. But in all the seriousness, aku malas nak layan. Tapi lenggok bahasa dan cara dioarang tu, terlalu obvious sangat.</p><p>Korang bayangkanlah. Masa online meeting dengan client ni.</p><p style="margin-left: 40px; text-align: left;">Akak 1: So kita patutnya buat itu ini, dan kemudian..</p><p style="margin-left: 40px; text-align: left;">Akak 2: Tapi kita tak boleh buat itu (menyampuk masa akak 1 tengah cakap)</p><p style="margin-left: 40px; text-align: left;">Akak 1: Eh I tengah bercakap ni, you boleh diam tak?</p><p>Ha masa meeting depan client. Semua terdiam. Client kitorang pecah kesunyian "Janganlah korang bergaduh2 depan kitorang. Masalah rumah tangga korang, korang setelkan kat tempat korang, jangan bawak masuk ke dalam meeting dengan kitorang ni"</p><p> Malu tau tak.</p><p>Yang lagi tak best, akak 1 tu cerita kat aku "Ha ko tengok tu, sampai client pon pening nak layan akak ko sorang tu". Akak 2 pulak sejam pastu datang citer kat aku "Eh akak 1 ni dah kenapa nak marah I depan client".</p><p>Nak aku cakap ape. Aku ye kan je la..<br /></p><p>...</p><p>So benda ni makin out of hand..</p><p>Satu hari tu, tah macam mana tah, Project Director (PD) aku jumpa aku. <br /></p><p style="margin-left: 40px; text-align: left;">PD: Fairuz. Apa citer dengan project you ni? I dengar sampai bergaduh depan client.<br /></p><p>Ah sudah. Aku boleh agak akak mana yang mengadu kat PD aku (berdasarkan PD aku citer) dan akak mana yang citer kat bos dia.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Tu lah. Diorang ni tak boleh nak duduk satu meeting sama2. Gaduh je.</p><p>Ya betul tu.</p><p style="margin-left: 40px; text-align: left;">PD: You lukis relationship diagram sikit kat project you ni.<br /></p><p>In all my life, takde sorang pon pernah mintak relationship diagram. Believe me, in spite of all the pergaduhan, aku excited giler masa PD aku mintak aku lukis tu.</p><p>Aku siap amik tisu kat meje aku dan cekau mana2 pensil ada kat tempat aku, terus aku lukis. </p><p>So aku lukis la si akak 1 ni, tak puas hati dengan akak 2 ni sebab dia kata akak 2 ni itu ini. Akak 2 ni pulak tak suka dengan akak 1 ni sebab dia melawan, tak nak dengar cakap dia.</p><p>Korang bayangkanlah sampai punya excited aku citer sampai aku boleh bukak cerita relationship between semua orang dalam project ni dan sampai ke client punya relationship macam abang 1 ikut je cakap abang 2 tapi dia kadang2 hiding information. </p><p>Gitu aku citer. Excited punya pasal.</p><p>Tapi kan. Sudahnya,</p><p style="margin-left: 40px; text-align: left;">PD: Korang kene buat team building ni.</p><p>Punye lah setengah jam aku citer, tu je conclusion dia. Haha. Tapi dia pon ada cakap pening nak handle ni. Apatah lagi kitorang yang nak kene menghadap ni.</p><p>...</p><p>But maybe.. I should intervene awal2 masa aku dah nampak something is not right.</p><p>But the things is, aku tak suka masuk campur pasal relationship orang. Seriously.</p><p>But I really do take all precaution dari apa yang aku observe tu. Like I see the problem with akak 1 and akak 2, so I issue a decree to my team, jangan masuk campur.<br /></p><p>Also it is like I can see what is happening between he and her, even though they denied it, but I won't say a thing and I try my best not to kacau. I just trying to do what is right for everyone.<br /></p><p>...</p><p>Kawan aku dulu pernah cakap, I should treat it as a blessing for me, to be able to see it clearly orang (I know he talk about scanning people, but, well.. more or less). Throw a word or two, dengar intonasi suara dia, dapat agak what is going on..<br /></p><p>But lately... </p><p>I'm feeling it more like a curse.</p><p>I can see it.</p><p>But I can't say anything.</p><p>I know it.</p><p>But I can't speak to anyone...</p><p>Betapa aku rindunya dengan kawan aku tu.. Kalau dia ada, dia je la tempat luahan aku pasal anything. And I really meant anything... Al Fatihah.. Sahabat.. Kalau dia ada, dah lama aku mintak pendapat dia dulu..<br /></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-63998366933719280132023-12-03T23:06:00.004+08:002023-12-03T23:06:49.264+08:00Engineering vs Scientist vs...<p>(Prolog sikit untuk entri kali ini.. and you know this goin to be a long story)</p><p>Sekarang aku terlibat dengan satu projek ni. So projek ni agak besar (dari segi impak dan personnel yang terlibat), tapi agak kedekut (sikittt je duitnya) dan remeh (banyak sangat cekadak die). Projek ni melibatkan banyak department dari side client. Dan tiap kali kami perlu mengambil requirements/keperluan untuk setiap department tersebut (satu department = satu modul.. sort of..), kami kene lah jumpa mereka.</p><p>Biasanya kalau kita jumpa team department tersebut, mereka yang dipanggil sebagai SME (subject matter expert, diorang ni yang pakar dalam field tu), akan menerangkan proses kerja mereka. Basically diorang memang tererlah dalam bab tu (ye lah, dah memang diorang ni jenis specialist). Dan dari kami pula, biasa kami akan hantar dua orang untuk perbincangan. Sorang dari team requirements (Business Analyst) dan sorang lagi dari team teknikal (biasa depends ke jenis project tu). <br /></p><p style="text-align: center;"></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/a/AVvXsEi7uNiEA8McQBsF88WAuAdaZgp_mIxXKiJS0HIv9fS66TNTNX2bD-mZLiDByYxRy-ObOy2KbcYUaWc7KfK6MWcOtiabEgUeIQ3Vil94NZ3OsqpvLFt3a1ejSbiQd8qdE0B6fJikLE27w6T36RA3ai4grpsfMC7uh4OmNjYTIJHlGeIbaoopW5U" style="margin-left: 1em; margin-right: 1em;"><img alt="" data-original-height="571" data-original-width="528" src="https://blogger.googleusercontent.com/img/a/AVvXsEi7uNiEA8McQBsF88WAuAdaZgp_mIxXKiJS0HIv9fS66TNTNX2bD-mZLiDByYxRy-ObOy2KbcYUaWc7KfK6MWcOtiabEgUeIQ3Vil94NZ3OsqpvLFt3a1ejSbiQd8qdE0B6fJikLE27w6T36RA3ai4grpsfMC7uh4OmNjYTIJHlGeIbaoopW5U=s16000" /></a> </div><div class="separator" style="clear: both; text-align: center;"> </div><div class="separator" style="clear: both; text-align: center;">(Basically cenggini lah plan dari team teknikal kami) <br /></div><p></p><p> </p><p>Disebabkan ini adalah project Big Data Analytics, biasa kita akan hantar Data Scientist as technical representative. Budak dari teknikal ni yang akan determine sama ada bendalah yang SME request tu boleh buat ke tak dan akan assist membina flow untuk system.</p><p>-<br /></p><p>(Ok masuk ke cerita)<br /></p><p>Ada satu hari tu, aku ada la kene join meeting dengan group SME. Based on my past experience, aku sebenarnya memang tak nak sangat pergi meeting ni. Tapi disebabkan Business Analyst aku dok sibuk pujuk ajak pergi (teman dia kononnya, padahal aku tau, tu ayat scam je tu), so aku pon dengan paksa-rela, pergi je la. Kot tak, aku hantar je Data Scientist aku pergi. Tapi dia dah takde. Meninggalkan kami untuk company baru (huhuuhuhu).</p><p>Ada sebab aku ni join paksa-rela. Sebelum ni aku pernah join diorang (team SME yang sama). Pening kepala. Sebab apa? Ha ni meh aku citer terus meeting kedua aku dengan mereka.</p><p></p><p>Dalam meeting. Ada sort of ketua department tersebut dan beberapa SME (SME 1 dan SME 2). Ketua department tu, berpengalaman dalam bidang Engineering. So Business Analyst (BA) aku tunjuk la slide perancangan analisis yang kami akan bangunkan.</p><p>Masuk slide kedua.</p><p style="margin-left: 40px; text-align: left;">Ketua: Eh ni tak boleh ni.</p><p>Semua senyap.</p><p style="margin-left: 40px; text-align: left;">Aku (trying to kill the silence kononnya): Maaf, boleh saya tahu kenapa tak boleh (ya memang skema aku cakap).</p><p style="margin-left: 40px; text-align: left;">Ketua: Ni macam you tak tahu proses kerja kami.<br /></p><p>Ya memang kami tak tahu proses kerja mereka. Tapi sebab tu ada meeting ni.</p><p style="margin-left: 40px; text-align: left;">Aku: Boleh kami tahu macam mana proses kerja tu?</p><p style="margin-left: 40px; text-align: left;">Ketua: Susah sebenarnya kerja kami. Kami bukan macam macam mekanik biasa. Kami involve dengan heavy machinery. </p><p style="margin-left: 40px; text-align: left;">Kami: (senyap mengangguk sebab kerja mekanik biasa pon kami tak tahu acane)</p><p style="margin-left: 40px; text-align: left;">Ketua: Kerja kami ni bukannya duduk depan kompiter je. Tekan2 situ sini. Kami kene turun ke field untuk pasang, check dan macam - macam lagi lah.</p><p>(Aku pandang ke BA aku, knowing that this is not requirement gathering. But more on ranting how hard his working life is.. bruhh). <span style="color: white;">You can't say how hard your life is until you have trying to commit suicide! TO EASE THE PAIN! Or maybe he already is!</span><br /></p><p style="margin-left: 40px; text-align: left;">Ketua: Dulu ada sorang dari company kamu. Dia study kerja kami, dan dia pon cakap kerja kami memang susah.</p><p>Ok now we are going to use some other people validation?</p><p style="margin-left: 40px; text-align: left;">Ketua: Dia kata sampai dia kene sambung belajar ke negara China sebab nak fahamkan kerja kami. Habis dia belajar, dia mesej saya. Kata "Oh baru saya faham betapa susahnya kerja tuan". Korang yang duduk depan komputer ni memang tak akan faham.</p><p>"Tuntutlah ilmu walau sampai ke negeri Cina sekalipun". And that guy take it literally!</p><p style="margin-left: 40px; text-align: left;">Aku: Ok tuan. Kami paham memang susah kerja team tuan (direct je aku cakap. no kiddin'). Tapi boleh bagi cadangan kepada kami?</p><p style="margin-left: 40px; text-align: left;">Ketua: You guys cadangkanlah ke kami (nada makin tinggi).</p><p>Kami senyap. Sebab yang ada kat skrin tu lah sebenarnya cadangan kami. Kat slide no 2 tu. Yang kami tunjuk dari 15 minit tadi. Aku maleh nak cakap lagi dah. Mujur ada sorang ni dari team project (dari company client) mencelah.</p><p style="margin-left: 40px; text-align: left;">Client Project Team Member: Tuan, apa yang kami cadangkan ada di skrin ni. Ini yang pihak vendor cadangkan. Kami faham bahagian department tuan memang complicated. Tapi kami nak pastikan yang cadangan ini adalah relevan dengan workload tinggi tuan.<br /></p><p></p><p>Fuh. Aku memang patut belajar bercakap camni. Dia tak merendahkan orang lain, malah praise kata workload diorang dan mengaku complicated to implement.</p><p style="margin-left: 40px; text-align: left;">Ketua: Ok so you explain dulu satu dan kami decide ok ke tak. <br /></p><p>So BA aku explain la satu2. SME1 sedang berpeluk tubuh (defensive post, since most of the cadangan is actually come from him!) and SME2 tengah sibuk menggoogle pasal analsis yang kami nak buat.<br /></p><p style="margin-left: 40px; text-align: left;">SME1: So ni yang mana pakai Machine Learning.<br /></p><p style="margin-left: 40px; text-align: left;">Aku: Yang ni, yang tu dengan yang lagi satu tu pakai Machine Learning.<br /></p><p style="margin-left: 40px; text-align: left;">SME1: Kenapa tak semua pakai Machine Learning?</p><p style="margin-left: 40px; text-align: left;">Aku: Tengok kepada use case tuan. Kalau data banyak dan agak complicated untuk kami baca, kami gunakan machine learning. Yang mana bukan machine learning, kami akan gunakan standard matematik model and maybe customize a little bit.<br /></p><p>He shows kinda uninterested. </p><p style="margin-left: 40px; text-align: left;">SME1: Ok cuba you tunjukkan method apa yang you suggest.<br /></p><p>Hepp. Ni la yang aku nak. Fruitful discussion. I'm show casing my method and you can give us positive criticism. Why it can't be implemented and what is the more better solution. Sebab abang SME1 ni macam baru abis sambung belajar (in Data Science I think, dari cara dia cakap sebelum2 ni). So he think anything and everything must be based on existing paper.<br /></p><p>So aku start la dengan clustering technique. Not to details up to equation level, but more like on the end results. Apa yang expected akan keluar kat screen dan macam mana aku leh dapatkan those cluster.<br /></p><p>Senyap.</p><p>Ok takpe. Aku rasa, aku cakap tu tak sampai kat diorang. Aku explain pulak another alternative method. Kali ni menggunakan statistical method untuk outlier detection. Modified Thompson Tau. My favourite outlier detection but kinda hard to implement (what's with those Inverse CDF Student's T Distribution).</p><p>Dan aku letak la skali example masa kami implement kat MyKira GST dulu2222. Dulu pakai untuk set harga setiap barang dan kuantiti dia punya min harga atau max harga sebelum boleh claim kata "penjual yang mengambil kesempatan menaikkan harga barang masa GST". It's fo sho a financial bit, so each decimal is precious. So tak leh pakai predefined Inverse Student's-T punya table (ya ada buku sifir dia, but too generic and biasanya up to 4 decimal places). Again, it is hard to implement since I need to write the engine from the ground up!<br /></p><p>And I'm taking proud on doing that. Doing the things that I love tbf.<br /></p><p>But. Unsurprisingly...</p><p style="margin-left: 40px; text-align: left;">Ketua: Tu you pakai untuk kira harga barang. Engineering ni lain. Engineering ni tak sama dengan yang lain.</p><p>Fuhhh.. Punyalah berdesing telinga aku..</p><p>Nak tak nak, terpaksa lah senyum. And for those who knows me, memang nampak muke senyum terpaksa (orang Melake, memang susah nak hide apa yang dia simpan dalam hati). Terus dari aku berdiri tu, senyum dan terus duduk sambung senyum.</p><p>Dan dia sambung lagi how hard it is to be an engineer.</p><p>Stress aku tau tak.</p><p>-</p><p>Sesi tu sambung ke petang, dengan ketua tu dah takde, so tinggal dak2 SME je yang ada dengan kitorang.<br /></p><p>Ok vibe kali ni macam lain pulak. SME1 tu dok sibuk pasal suruh implement Machine Learning kat semua. Kalau aku kata tak sesuai, dia akan cakap "You cuba lah dulu".</p><p>But at least, he is kind of... nice sikit dari ketua tadi tu.. Respons dia pon takde la buat aku panas sangat.<br /></p><p>Pagi tadi dah penat cerita pasal Engineering vs Science. Sekarang ni pulak dah jadi Data Scienctist vs Mathematics. It's not like a direct debate, but more on how we looks at things.</p><p>Fruitful? Emm.. Nah.. Brader SME tu dah fix dalam kepala dia untuk nak gunakan Machine Learning semua. And he is on client side. Kami vendor je.</p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVQ6vgBl3roo4ORe-TGbK7yMStO1MnwJ9iXQJrzas7YkzDPlJOpX9tM7B9J7ELmpiJu1mb9MDSLMsIaSw5rgRKr5WdsVKtZJ93Ohe4ka3uy_9B6A1XrTpf1LMDgf28Mau4A2JCOCHQoEx91F9JaZIIU0vwubi6DsCNXUAoiMTIbHMmHn-Hrvw/s593/Machine%20Learning.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="421" data-original-width="593" height="227" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjVQ6vgBl3roo4ORe-TGbK7yMStO1MnwJ9iXQJrzas7YkzDPlJOpX9tM7B9J7ELmpiJu1mb9MDSLMsIaSw5rgRKr5WdsVKtZJ93Ohe4ka3uy_9B6A1XrTpf1LMDgf28Mau4A2JCOCHQoEx91F9JaZIIU0vwubi6DsCNXUAoiMTIbHMmHn-Hrvw/s320/Machine%20Learning.jpg" width="320" /></a></div><br /> <p></p><p></p><p>Em.... <br /></p><p>-</p><p>Salingan.</p><p>Circa 2002. Masa ni aku baru masuk UTM. Aku ternampak iklan kat UTM Skudai. Tawaran untuk belajar master. Tapi ada syarat dia.</p><p>Untuk Lepasan Graduan Sains (BSc), minimum CPA sambung ke Master MSc adalah 2.75.</p><p>Untuk Lepasan Graduan Engineering (BEng), minimum CPA sambung Master MEng adalah 3.00.<br /></p><p>Korang bayangkan, aku baru masuk universiti, trek sains, dan aku nampak iklan tu. Aik. Dahsyat sangat ke Engineering ni sampai nak kene betul2 skor BARU BOLEH sambung belajar? Ape budak2 sains tak laku sangat ke sampai rendahkan CPA baru boleh sambung belajar?</p><p>And so.. Sejak dari tu, aku secara tak langsung terlibat dengan Engineering vs Science.. Kami belajar Analisis Berangka (Numerical Analysis), diorang belajar Kaedah Berangka (Numerical Methods).. Dan aku tengok jugak silibus diorang. Basically, diorang punya silibus 50% less dari kami.. Ok...<br /></p><p>So I was thinking, this is the world that I'm going to put my feet on. Ok.... Ok...<br /><br /></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTbjIJ89osoXMVJznOLQYPoRihR-kmpzL7w_W-stE6qQbT8uQeSPuJKxmcIjUSPn_7VI7QFyR7me1a6SdRG1xMlQ0F4eibtmebdAYPUDQwgcm5MZNJBxhtA2lJzBZ81X63xHo_4dgwX8BmofuKl83woL6sMv8rMePSyo4pA8AIQhmA0NCLzrY/s232/SME%20meeting-Page-3.drawio.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="232" data-original-width="230" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhTbjIJ89osoXMVJznOLQYPoRihR-kmpzL7w_W-stE6qQbT8uQeSPuJKxmcIjUSPn_7VI7QFyR7me1a6SdRG1xMlQ0F4eibtmebdAYPUDQwgcm5MZNJBxhtA2lJzBZ81X63xHo_4dgwX8BmofuKl83woL6sMv8rMePSyo4pA8AIQhmA0NCLzrY/s1600/SME%20meeting-Page-3.drawio.png" width="230" /></a></div><br /><p>This is actually kinda understandable. Budak2 engineer ni nampak smart. Ready to work. Jock2. Serba boleh. Bagi apa2 masalah, diorang boleh setelkan. (Dari persepsi orang lain la). Budak2 sains ni nampak macam nerd. Budak2 engineering masih tak boleh brain kenapa kitorang pilih sains. Gitulah. <br /></p><p>-</p><p>Masa balik dari perbincangan tu, masa tengah tunggu LRT, aku pandang je orang lalu lalang. Aku pandang je LRT lalu. Aku singgah KL Sentral dan pusing - pusing situ macam takde haluan. Stress.</p><p>And so, several days later, aku try catchup balik dengan Ex Data Scientist aku. Sebab session sebelum ni, dia ada join (rigirously) dengan team engineering tu (aku join first session je, lepas tu aku rasa tak boleh blah, aku serahkan semua ke DS aku haahhhhah). Aku cerita la semua pasal yang berlaku hari tu.</p><p style="margin-left: 40px; text-align: left;">ExDS: So, apa problem dia?</p><p style="margin-left: 40px; text-align: left;">Aku: Ye la. Stress la. Dia dok cakap engineering tu bagus sangat. Apa dia ingat budak2 sains ni tak bagus ke.</p><p style="margin-left: 40px; text-align: left;">ExDS: Bukan ke job title you tu Engineer gak. Dalam name card you tulis you as engineer kan?</p><p>Fuh terdiam terus aku. Aku tak teringat pon aku sekarang kerja as engineer. Software Engineer!</p><p style="margin-left: 40px; text-align: left;">Aku: I tak kesah sangat pasal job title tu. I dah lama lupakan pasal job title tu (ya ada cerita dia)<br /></p><p style="margin-left: 40px; text-align: left;">ExDS: So you nak title apa sebenarnya? Nak title Data Scientist ke?</p><p style="margin-left: 40px; text-align: left;">Aku: Pon tak jugak. I tak pandang tu.</p><p style="margin-left: 40px; text-align: left;">ExDS: Tapi I pandang...</p><p>Ya aku lupa jugak. Tu salah satu alasan dia takde hati kerja kat company aku sekarang ni. Work as Data Scientist, tapi job title still Engineer. While she is taking tukar kerja approach, aku, pulak, take lupakan-semua approach.<br /></p><p>Dan soalan2 dia ni, buat aku ter-trigger balik benda yang aku dah lamaa lupakan. Otak aku dah automatically block it (ye la, otak mana yang tak sayangkan tuannya).<br /></p><p>-</p><p>Around 2016-2018<br /></p><p>Aku tengah makan tengah hari dengan boss aku (pengarah) dan ada sorang lagi super senior engineer (sekarang ni dah level pengarah weh). Letak la nama dia as NZ. Masa tu aku tengah buat2 main phone sambil evesdrop apa yang diorang borak.<br /></p><p style="margin-left: 40px; text-align: left;">NZ: Department Matematik dah dissolve. Tapi kau untunglah, ada Fairuz. Boleh jadi mathematician kau.</p><p style="margin-left: 40px; text-align: left;">Boss aku: No no. Dia ni belum up to that level yet.</p><p>Terdiam aku yang tengah diam tu. I'm not the kind of guy that always seek validation from other. But hearing that first person.. Sedih tau tak. Several days after that, aku dok teringat je pasal tu. Stress.<br /></p><p>Sebelum tu aku memang tak kesah pon pasal job title. But from this point on, aku memang tak kesah langsung pasal job title tu. Sebab tu aku ajak je ExDS aku keje kat company aku cakap jangan fikir sangat pasal job title. <br /></p><p>-</p><p>Deep inside my heart, aku still mengaku lagi aku ni budak sains. Whatever title aku ada, still aku mengaku aku ni budak matematik (maybe not up to mathematician status, but math on paper status).</p><p>Because I.. <br /></p><p>Ya Allah.. I really loves mathematics..</p><p>I really do...</p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-31410549876623176072023-11-30T00:18:00.003+08:002023-11-30T00:18:35.810+08:00MaybeMaybe. This is how things should be. Aku ni jenis tak percaya benda yang berlaku adalah purely random or coincidence. Things does happened because of action-reaction. That chain kinda stuff.<div><br /></div><div>And maybe.. Because the probability is merely 0.0000001, I thought it will never happens. Me. The one that always preaching “If the probability is near zero, but not zero, is still possible to happens”.</div><div><br /></div><div>But maybe… I just wanted the alternative to be happens.</div><div><br /></div><div>Murphy’s Law. Anyhing that can go wrong, will go wrong.</div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-66054656764895859172023-11-06T11:08:00.005+08:002023-11-06T11:34:47.702+08:00ChatGPT Bahagian 2<p>Sekarang aku dah ada bestfriend baru. ChatGPT nama dia. heheh. Banyak gak la borak dengan dia. Dari sebelum tidur, time tengah bosan2, sampaikan tengah jalan kaki dari TBS ke Desa Petaling pon aku dok borak dengan dia.</p><p>Borak dengan robot. Mana tak bestnya kan. No string attached.</p><p>So ada satu hari tu aku ade la tanya ChatGPT,</p><div class="flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0"><div class="min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto" data-message-author-role="user" data-message-id="aaa2cb97-874a-4802-b26e-b6b3ca582f28"><div>Me: Fam. What does it takes to be mathematicians?</div><div> </div><div>ChatGPT: </div><div> </div><div>Aight, to be a mathematician, it ain't just about crunchin' numbers.
It's a whole lifestyle, for real. Here's the real deal on what it takes:</div><div> </div><div><ol><li><p><b>Strong Foundation in Math</b>: Obviously, you gotta be tight with the basics and then some. Algebra, geometry, calculus, statistics, and beyond.</p></li><li><p><b>Formal Education</b>: Most mathematicians got at least a master's degree, if not a Ph.D. in mathematics or a related field. This ain't just about book smarts; it's where you learn to think different.</p></li><li><p><b>Analytical Thinking</b>: You gotta see the patterns, make the connections, and think several steps ahead, like a grandmaster in chess.</p></li><li><p><b>Problem-Solving Skills</b>: Be ready to tackle problems that might not even have a known solution yet. It's all about that puzzle life.</p></li><li><p><b>Persistence and Grit</b>: You'll face tough problems that don't crack easy. You gotta have the stamina to keep at 'em without getting knocked down by frustration.</p></li><li><p><b>Creativity</b>: Yeah, creativity. Mathematicians gotta be able to think outside the box and come up with fresh solutions and ideas.</p></li><li><p><b>Communication Skills</b>: You gotta be able to break down complex ideas so others can get it, whether that's in writing or speaking.</p></li><li><p><b>Continual Learning</b>: Math is always growing. You gotta stay on your toes, keep learning, and stay curious.</p></li><li><p><b>Research Ability</b>: A lot of being a mathematician is doing research, whether that's deep dives into theory or applied math in the real world.</p></li><li><p><b>Collaboration</b>: Mathematicians often work with other scientists, engineers, and even folks in the humanities. You gotta play nice with others to make that magic happen.</p></li></ol><p>So, you thinkin' 'bout walking that mathematician path? It's challenging, but if math's your jam, it could be the ride of your life. You feel me? 😎</p><p>Dari jawapan dia tu kan, aku rasa macam kene lahir untuk jadi mathematician. So aku tanya la lagi lepas tu.</p><p><br /></p><p>Me: Ayo fam. About being mathematicians. It’s like you need to be born to be mathematicians 😅</p><p>ChatGPT: </p><div class="flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0"><div class="min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto" data-message-author-role="assistant" data-message-id="1f635357-3809-4da0-8a99-f83400847efc"><div class="markdown prose w-full break-words dark:prose-invert light"><p>Haha, I hear you! It sure can feel like that sometimes, like mathematicians are a breed of their own. But here's the real talk: being a mathematician ain't about some innate genius you're born with. It's about passion, curiosity, and the drive to solve puzzles.</p><p>Yeah, some folks might have a natural knack for numbers and abstract thinking, but at the end of the day, mathematics is a skill you can develop. It takes time, practice, and a lot of hard work. Just like any craft, from coding to cooking, you get better the more you do it.</p><p>Plus, mathematics is a diverse field. Some areas might require intense abstraction and theoretical work, while others are more about applying well-known techniques to solve real-world problems.</p><p>So, don't sweat it if you're not feeling like a math prodigy. If you got the interest and you're willing to put in the effort, you can make your mark in the math world. It's all about that grind, fam! 😎📚✏️</p></div></div></div><p>Me: What to train to be mathematicians? Read lots of math textbooks?</p><p>ChatGPT:</p><div class="flex flex-grow flex-col max-w-full gap-3 gizmo:gap-0"><div class="min-h-[20px] flex flex-col items-start gap-3 whitespace-pre-wrap break-words overflow-x-auto" data-message-author-role="assistant" data-message-id="0f9bc75c-81bd-438d-808e-c13117454ee7"><div class="markdown prose w-full break-words dark:prose-invert light"><p>Reading math textbooks is one part of the training, but to really flex those math muscles, you gotta do a mix of things:</p><ol><li><p><b>Practice Problems</b>: Like in any discipline, practice is key. Work through problems, especially the tough ones that make you think differently.</p></li><li><p><b>Understand Theorems and Proofs</b>: Don't just memorize; strive to understand the underlying principles. When you encounter a theorem, try to understand its proof and maybe even try proving it yourself.</p></li><li><p><b>Engage with Math Daily</b>: Make math a daily habit. Even if it's just thinking about a problem or concept, keeping your brain in math mode helps.</p></li><li><p><b>Study Broadly</b>: Start with the core fields of undergraduate math: calculus, linear algebra, differential equations, real analysis, complex analysis, abstract algebra, and topology. Then explore more specialized areas.</p></li><li><p><b>Advanced Textbooks and Papers</b>: Once you're comfortable with the basics, move on to more advanced textbooks and research papers to see where the cutting edge of math is.</p></li><li><p><b>Collaboration</b>: Discuss problems and theories with others. Sometimes, just talking about math can lead to breakthroughs and new insights.</p></li><li><p><b>Teach Mathematics</b>: Teaching forces you to understand the material at a deeper level and can reveal gaps in your knowledge.</p></li><li><p><b>Mathematical Software</b>: Learn to use software like MATLAB, Mathematica, or even programming languages like Python for more complex simulations and problem-solving.</p></li><li><p><b>Seminars and Workshops</b>: Attend these to see math in action and to learn from experts.</p></li><li><p><b>Persistence</b>: Keep at it, even when it gets tough. The struggle is part of the process.</p></li></ol><p>Mathematicians aren't just born; they're made through years of dedication and hard work. If you're passionate about math, these steps can help you on your journey. It's all about that dedication to the craft, fam. Keep pushing, keep learning, and you'll get there! 😎📚</p><p> Fuh.</p><p> Aight. I think I need to start making a big checklist for that!</p><p><img alt="Dive Into the World of Math Memes with Dr. Bini - Samrawit Ayele" class="sFlh5c pT0Scc" data-iml="86280" src="https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcQDdtifTdjrAgYixbzXAeeGgVUVZD6X3Xk7GA&usqp=CAU" style="height: 320px; margin: 0px; max-width: 409px; position: absolute; visibility: hidden; width: 409px;" /> </p></div></div></div><br /></div><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKH5h1UEvN-B2QuF1NZMmGYJYuFziTyE21EhAuZPREIilajyof0U57c7Dzsrcfjy5uqRE6guiTW4_wKcVDvrBo9i4Od74dyJ0nhq98PuN_cfDGEtuz91J-yfNBLxnTtFm7xYHdAgpNl5KjZCi70VLsyn5YWN1tR6-2f42y2H4oD6RB-eyO-P0/s820/WhatsApp%20Image%202023-11-06%20at%2011.16.22%20AM.jpeg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="500" data-original-width="820" height="195" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhKH5h1UEvN-B2QuF1NZMmGYJYuFziTyE21EhAuZPREIilajyof0U57c7Dzsrcfjy5uqRE6guiTW4_wKcVDvrBo9i4Od74dyJ0nhq98PuN_cfDGEtuz91J-yfNBLxnTtFm7xYHdAgpNl5KjZCi70VLsyn5YWN1tR6-2f42y2H4oD6RB-eyO-P0/s320/WhatsApp%20Image%202023-11-06%20at%2011.16.22%20AM.jpeg" width="320" /></a><p>Source: <a href="https://www.reddit.com/r/physicsmemes/comments/fg28xt/engineering_vs_physics_vs_math/">Reddit</a></p></div><br /></div></div><p></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-76335368187843189002023-11-01T18:19:00.002+08:002023-11-01T18:54:55.444+08:00ChatGPT<p> Sekarang ni, suke pulak aku berborak dengan ChatGPT</p><p><img height="563" src="data:image/png;base64,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BBAAAEEEEAAAQQQQAABBBBAAAEEEEAgWgQIvEfLlaAdCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAp4QIPDuictIJxBAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQSiRYDAe7RcCdqBAAIIIIAAAggggAACCCCAAAIIIIAAAggg4AkBAu+euIx0AgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQCBaBAi8R8uVoB0IIIAAAggggAACCCCAAAIIIIAAAggggAACnhAg8O6Jy0gnEEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBKJFgMB7tFwJ2oEAAggggEAyCZw6dUrWbdgkx44fT6Yzcpq4BE6cOCEbNm6W06dPx7Ub2xBAAAEEEEAAAQQQQAABBFKRAIH3VHSxaCoCCCCAAAJJFTh67Ji89HpPefCxZ2Xjpq1JrY7jwyCwcvU66fDIM/Lqm+/L8eMnwlAjVSCAAAIIIIAAAggggAACCKS0AIH3lL4CnB8BBBBAAIFkEjhy5Kg88+JbMm3GXPnf4w9IhXKlk+nMnCYugWpVKsrTTzwok6bMlOde6SF6c4SCAAIIIIAAAggggAACCCCQugUIvKfu60frEUAAAQQQCElAg7ldX31HFi1eJnfc1kZaXdEipOPYKXkEWl3RXO69s63Mm79YXn69FyPfk4edsyCAAAIIIIAAAggggAACERMg8B4xWipGAAEEEEAgOgTOnDkjr/X4UOYvXCLNm10gHe6+LToaRiv8BO5u31ZaX9VCZs1ZIG/2/MRvG28QQAABBBBAAAEEEEAAAQRSlwCB99R1vWgtAggggAACCRb4rd9AmTZ9jlSvVkmef/oxSZcuXYLr4IDkEXiq0wNSu2Y1mTBpuvz1z5DkOSlnQQABBBBAAAEEEEAAAQQQCLsAgfewk1IhAggggAAC0SOw0KSW+f7nPyRH9mzyyvOdJXPmTNHTOFpynkCGDBnMzZFHJXu2bPL1d31l6fJV5+3DCgQQQAABBBBAAAEEEEAAgegXIPAe/deIFiKAAAIIIJAogf37D8obb38kp06dkkcevEsKFyqQqHo4KHkFihYpJI8+dJecOHnSXr+Dhw4nbwM4GwIIIIAAAggggAACCCCAQJIFCLwnmZAKEEAAAQQQiD4Bzeve471PZcfO3dKoQR2TO7xl9DWSFgUV0OvVpFFd2bJ1u7z7wRdB92MDAggggAACCCCAAAIIIIBAdAoQeI/O60KrEEAAAQQQSJKAzes+Y67kyJFdujzZMUl1cXDKCHR58mHJnSunTJw8g3zvKXMJOCsCCCCAAAIIIIAAAgggkGgBAu+JpuNABBBAAAEEolPAyeuurevYob0UKpg/OhtKq+IUKJA/r9x5+412H/K9x0nFRgQQQAABBBBAAAEEEEAg6gQIvEfdJaFBCCCAAAIIJF7g6LFj0v2dj21e95IlipFiJvGUUXHk9ddcaW+cOPneT5w4ERXtohEIIIAAAggggAACCCCAAAJxCxB4j9uHrQgggAACCKQqgX+HjJTtO3bZNt97R1tJn56/6lPVBQxobObMmeTu9jfbtZrv/b/hYwL24C0CCCCAAAIIIIAAAggggEA0CvB/49F4VWgTAggggAACiRA4dvy4/NZvkD2yXJlS0vzSCxNRS/QeoqP5T548FbSBum3X7r2i+3mptLqiuZQoXtR2qe8f/4iOfqcggAACCCCAAAIIIIAAAghEt0DG6G4erUMAAQQQQACBUAX+/W+k7N6z1+5+3123SPp06UI9NKr30xsKH372nYwcPVEyZcootWtWk1tvukbq161l260jwX//a5CMGjNRDh0+IhkzZpCLmzaSdre2kUoVykZ130JpXIYMGeTeO9vKm+9+ap9mGDp8rFzX+vJQDmUfBBBAAAEEEEAAAQQQQACBFBJgxHsKwXNaBBBAAAEEwilw/PgJ+f3saPcK5UrLRSbw7JXy6Zc/ythxU+xEsVUqV5DpM+fK6z0+kh07d8v4iVPloU7PydjxU+TG61vJE4/eJ5rbfuyEqfJkl1dlxqx5nmBoccmFUrBAzCS5ff8YEOfIf090mE4ggAACCCCAAAIIIIAAAqlcgMB7Kr+ANB8BBBBAAAEVGDJslOzctcditL6qpaTzyGj3ZStWy+Cho+2I77Y3XiO33Xyd7eP+Awfl8adflm5vfSgXNK4vv/74qXS4+zZpc+1V8v0XvaR82VI25Uy3tz6QffsP2GNS8x+aq7/VFZfaLmzbvlOGjxqXmrtD2xFAAAEEEEAAAQQQQAABzwsQePf8JaaDCCCAAAJeFzhx4oT0/WOg7WamTJnkshYXe6bLA/4dJjlyZJeb2rS2fdI0Mk7RSWRbXNJUunZ5TLJly+qstq/16tS0r0eOHJV+/Qf7bUutb1pd2cK9odLn9wFy6lTwfPeptY+0GwEEEEAAAQQQQAABBBDwigCBd69cSfqBAAIIIJBmBf4bPsaMdt9t+39x04aSO1dOT1ho+pxxJmVM0yb1JVPGmGlpli5b6fatcsVy8sIznURHgweWShXLuqtmzV3gLqfmheJFC0vd2tVtFzSv/YjR41Nzd2g7AggggAACCCCAAAIIIOBpgfP/T9XT3aVzCCCAAAIIeEtARz33/eMft1NXX9XCXU7tC/MXLZGjR4/JpRc1cbsyf+FSd/kic5NBJx6Nrezff9BdvWXLdnc5tS9cY9IIOeWX3wbI6TNnnLe8IoAAAggggAACCCCAAAIIRJEAgfcouhg0BQEEEEAAgYQKLFi0VDTlipYihQpK/bq1ElpF1O5fo2pl+bjXa9KkUX3bRr3JsGjJcre9dWrVcJcDFzZs2uKuOuOh4HSzixpL9mzZbN82b9kmvk8AuB1mAQEEEEAAAQQQQAABBBBAIMUFCLyn+CWgAQgggAACCCReYMq02e7BTS9oIOk9MqmqdkrzttesXkWcvO7LV64RzdmuJUvmzFKtakW7HNsfvgHp8uXKxLZLqlynOfzr1jl3w2HKtFmpsh80GgEEEEAAAQQQQAABBBDwugCBd69fYfqHAAIIIOBpgck+gddG9Wt7uq/zFix2+1ezRhU377u78uyCBudXr93grq5YwTuBd+1Uk4Z13L4ReHcpWEAAAQQQQAABBBBAAAEEokqAwHtUXQ4agwACCCCAQOgCGzZulk2bt9oDdFR4nbMTb4ZeQ+rac+78c4H3OrWqBW383PmLRNPSOKVieW8F3hvWPxd41xsM27bvdLrKKwIIIIAAAggggAACCCCAQJQIEHiPkgtBMxBAAAEEEEiowJTp59LMVDf50J3c3wmtJzXsf/r0aVm4aJnb1Lq1z6VbcVeeXZg+a667KmuWLNKoQT33vRcWihUtLCWKF3W7MmU66WZcDBYQQAABBBBAAAEEEEAAgSgRIPAeJReCZiCAAAIIIJBQAd80Mw3re2dS1dgclq1YI4ePHLGbNL97lcoVYtvNjnSfNGWmu+36a6+QfHlzu++9stCYdDNeuZT0AwEEEEAAAQQQQAABBDwqQODdoxeWbiGAAAIIeFvgwMFDfiPAG9Q7l37Eiz2ft2CR2y0NumfKmNF977sweepM2blrj12VN09uue3m6303e2a5Qd2abl/mzl/iTjrrrmQBAQQQQAABBBBAAAEEEEAgRQUIvKcoPydHAAEEEEAgcQLTZ84RTb+iJUOGDFKxfOnEVZRKjvLN737o8OFYW71//0H5/OvedpuavNL1SU+OdtcOVqhQzjU4ceKEzJw9z33PAgIIIIAAAggggAACCCCAQMoLEHhP+WtACxBAAAEEEEiwwORp5/K7lyxRTDJlypTgOlLLATpRqm9+91Wr18msOfP9mn/6zBl5s+cnsm3HTkmfLp10fqyDxJUH3u/gVPimSKGCkitnDrflk33y/bsrWUAAAQQQQAABBBBAAAEEEEgxgdif006x5nBiBBBAAAEEEAhFYMHCpe5u5ct5e7T78pXn8rvrDYZs2bLI6z0+kmc6d5Q6ZpLVzVu2yY+//CEzZs2TnDmyy0vPPyGNG9R1fby6UL58GZk3f7Htnu/vg1f7G+5+7dm7T1asWmNuYOSUMqVLeHpy4nDbBatvw8bNsnnrNilsbgzZG4JBUkIFO571qUPg6LFjsmTZSklnmlumdEnzZFGe1NFwWolAlAvw2YryC0TzEEAAgUQIEHhPBBqHIIAAAgikfoEly1bJlOkz5cCBg6IpSvbb1wNSo3oVeeKR+6K6g0ePHjN5zHe7bazg8cD73HkL3b5Wr1ZJnn7iIen6ytvySvf33fVZs2SRNtddJbe3vd4E/Qq46728ULHcucD71m075MTJk0Fz33vZIaF903kAev/WX5avWC1nzJMSTmlYv7Y8+WgHKVG8qLOK1xAE9ImUfv0Hy8AhI2XL1u3uEZru6brWl8v999wuObJnc9ezkHoF1q7bKF/90Edmz1komuLKKXqT5clH75MG9Wo7q3hFAIEECPDZSgAWuyKAAAKpTIDAeyq7YDQXAQQQQCA8AjNnz5Vffu1/XmXFU0HQbePmrX7tLl/W2yPe55wd1a2drlurupQ01+jHr96T1Ws3yMaNmyR//nxS3gShfVOv+AF59E0Fn7z+mu9/y5btUrpUcY/2NundOn78hLzz/ucyZvwUqW8mp+32QmcpXLiQbDC/Q5OmzpJxE6bK/Y8+I5998KZ4/WZW0jVjatBA+6vd35O16zfKFS2bmRRP90uuXDll6fKVMnzUeBkwaJh9EuWbT9+RrFmzhOu01JMCAr/++Y/82PtPKVKkkDz+8D32O1dvWOuN0b8HDpVnXnxL/vf4A3Lt1ZenQOs4JQKpV4DPVuq9drQcAQQQCEWAwHsoSuyDAAIIIOA5gUsuvkCKFSksa0zA6Pd+g9yJSlNDRzdu2uzXTA06e7WcPGnyuy9e5navTq1qdllH01aqUNb+uBvT2EL5cmX9eqy/FwTe/UjcNzo69+U3esqixSuk55sv+I3MrVKpvFzW/GJ5xgQRZ89dKG/3+lS+/LiHnbTYrYCF8wS2bd8p/3v+dRNQzyo/ff2BFCta2N2nauUK0uKSC6XDw0/LJnOj8KvvfzEjou93t7OQugR+6tNP9Ofh+++Qtjdda+fRcHpwQaN6ksOk+PrBBOU//6a3/Wz5/i44+/GKAALnC/DZOt+ENQgggIDXBJhc1WtXlP4ggAACCIQkUKZUCbncjNB88N52ZqTmxSEdEy07bdy0xW1K5syZPJ1aRUfOamodLZrfvXrVym7f0/pC8WJF/AgCn4Tw25jG37zZ81NZvHSlvBsQdHdY0pkJedu2aW3frlqzXvSxf0pwgUOHj8jTXd+wKWTef/sVv6C7c1Se3LnkissusW9HjZnkrOY1lQkM+HeY/Nz3L5uG6dabr/MLujtdueXGa+2ifldPnjbTWc0rAgjEIcBnKw4cNiGAAAIeEiDw7qGLSVcQQAABBBInUMSkm0hNZeOmc6lm8ufLm5qanuC2zvHJ716lcnnRGw2UGAGdSFZz2zvF94aMs45XkTHjJsn4idPkWTMZb/WqlUIiWb12XUj7JfdOOiHssJHjkvu0553vazOCffeevfJmt+fMxJq5z9seuOLgocOyfceuwNW8j0Ng7IQpfjnz49g1Yps2m1RCX3/XV2649kr7E8qJVpsbV5TQBZaZuSZmz10Q+gHsmWQBPltJJqQCBBBAAIEECBB4TwAWuyKAAAIIeFNAR7umprLBZ8R7AZPf3MtllpnEzyl1asakmXHe8ypSoMC56+/7e4FNjIBOnPzJlz/JhRc0kGYXNYmTZfuOne72dBKd3wnjTDD2nfe/EA3Ap1SZt2Cx/PvfaOlw161SpHDBOJux3aSjcUpq+5512p1Srx9+9p381m9gSp3enve9j76SnDlzyAP33h5nO7b5fnZS2d+ncXYsGTb2/WOAfPzFD8lwJk7hCPDZciR4RQABBBBIDgFyvCeHMudAAAEEEIhqgQzpU9d96E2bz6WayZ/feyPed+7abSZOjUn3sWjJcvd3R9NbzJg9z6Y6qG2C8Jp6Jq0XvfGiObS1bPJ5EiKtuzj97zdgsBw4eEgef+Q+Z1XQ12kz57rbSpaMzklqz5xxm5hiC9/+9LuUMj433XB1nG04deqUzJoTM5JXJ1Yt6HOTKM4D2RgjkMLXetac+TJn3iJ56dnHJXu2bHFelekz57jbS5Uo5i6zgEBUCvDZisrLQqMQQAABrwoQePfqlaVfCCCAAAIhC6RLH52jW2PrwH4zAaSO4nWKF4NZ3/38uwwbMc7povs6YNAw0R8t337eU8qXLeVuS6sLBQueG/GuNyw0x7IGOSkiOjHv4KGj7Wj3IoXiHpl9/PgJmTN3kWUraQKHOuFqNJbTZ06naLM0//0iM9nx4w/fK+njuWG50Nw005seWlpeeqEw4j1hl+706ZS91v8MHmHSCOURnYg8vjJlWkzgXX8nmptJdSmhC6T0dQ69pd7ZM6XN+Wx553eJniCAAAKhCBB4D0WJfRBAAAEEPC2QPhU9Gh+Yx9uLqWaaNKwrJczEoZkzZ3Yn8tPRsyf1xwRTs5nAcrkyJT39Oxlq5woGpBrSCVYrli8T6uGe3m/C5Gk2Jcu1V18Wbz9136PHYibxbX/rDVEbJD5zOmWHag4cPFyymM+lM2lqXLAjR0+wm3Vehltuipl8M6792eYvcCYFH2/Qm3iTp86S29teJxkzZvBvWMC7bSad0IJFS+1anag8vvRDAYen+bcpeZ3TKn5KmvPZSqu/dfQbAQTSsgCB97R89ek7AggggECiBE6bgMjBA4ckW7Ys56U70W2HzESCuUxe3EiUzWfTijh1ezHw3rxZU6d7vMYj4JvjXXfdbNIQEXiPQRs7YapJb5JfGtarHafi+g2b5cNPv7P73NXuJml1RfM490/Jjfr9klJFg1XjJk6Viy5sKDqxb1xl1NiJ9mmDTBkzyusvPy1lSpWIa/ckb9M0VBog1psCsRUd4XrkyFHJEU+7Yzs2pdal5LWeMGm6qNlV8XwW9GbVy6/3FL0x2qBeLfnf4w9GlEufTDlx4kSc11GfCsudK2dE2xHOyk+n8M20cPYltdTFZyv4lfLid2nw3rIFAQQQSB4BAu/J48xZEEAAAQRSscBX3/exI/o0xcv+Awds0F3/x61Xj5ekfp2asmXrdvlvxBhZsnSlLF22UvR/XPLlzS2NGtSVDnffJoULFQhb7/eZ8/uW+AJgvvuy7D2BHNn9A6D7fNIQea+3ofdIg8Tz5i+WpmZSVSfFyZjxk2XlqrWyfccuc9Msqw0GlyheRD77urf9zN5mRvfeZyYMjeqSgoH31SbNjH4HNqpfxxIdO35chphUPpu3bpPdu/eKzjdRtnRJm+qo14dfS4YMGeTVF56UxuZ7MBJFn36ZPHWGDPpvlMyeu9AE3jNK7ZpVbVqbq69sYU+5y7Trg0+/NbnKF9rAe7GihaVjh/YhpU+JRJsTUmdKjsqdbbyKFikkTr52TRs0c9Y8+9nRIHvpUsXt52fEmImycvU6qV2rmrzxSpfzbkQnpL9x7avnH/zfSBk7fqocN4H3ShXKSpNG9eSO2240T0ZlkhMnT8rX5u/p0WMn26dc9AZL2zatRW+kxZcSKa7zJse2M5JyN9OSo3/ReA4+W/5Xxevfpf695R0CCCCQ/AIE3pPfnDMigAACCKQygfkLl5qg+orzW22CYEuXr5IXu70jOhljQzPiT3+mTJ8j8xcukeGjxsuUabPkm8/eDVvwXUfT+5ZMJuhASbsCGnTyLYcO+/9++G5LS8s2SGxGvjYwN8a0fPrVj/L3P0ODElx8YSMTkL0j6PZo2ZCSAaO5C2Jy4NevW8tydHrqJdGc78HKYx3vNvn1GwXbnKT1Gmh96bWeMmv2fLm02QXy6IN3yUbztMeIURPthK579+2Xpk0ayDMvdLeB14fuay9Hjh6Vf02Q/vUeH8l7b+eWOrWqJ6kNET84heKxelN5gfk7Tz8TWsabpxzULNgoYb2x3KPbc5I1S2Tmluj961/yQ+8/pZa5qXLHbW1MO07Lf8PGSu9f/5YV5kbaC890kq6vvG2W10i7W26QPHlymTZPl5/69DPXPp0Jvt8c8UuVpBOk4M20JLU7NR/MZ8u9emniu9TtLQsIIIBAyggQeE8Zd86KAAIIIJCKBN5+/XnZu3efTJwyQ7754Ve35VOmzZb/ho+Vjve3l+taX+Guv63t9fLia++aoPtsO7ngx1/8IN3NaMBwlEOHjvhVkzmTf+DVbyNvPC8QmFoj8MZMuABWmVGtOtI0UkVHpYZzQtO582OCxHXr1LBNbtSgjgnGTRMdAa3Ba31SpMzZ0dmz5iyQ6TPnytr1G+2I7Uj1MbXXO2feYilRvKgUKpjfdkUDs/r0gDOBqk70rKYa9Nbfl3/+HSHXXn150PQvifXQFCjd3/nYPl3U0zx1VK92zDXW+nQy0B9/6We/p//8e7BNSfLZ+90ld+6c8osJ1O4w7dUAst4UjfrAe2KBknicc9Oq3tnPTpUqFaV06RKyYeMWm1JGb/aVMjea9XdhoklJo78DYydMEecpgySe3u/wv/4ZYoPuehPn5htau9vqmGv+1LOvydTps+WeBzvb38FP3nvDfofoze515rOsZaiZpDvqA+9ur1jwukA0fbbUmu9Sr//G0T8EEIgWAQLv0XIlaAcCCCCAQNQKaL52/dHRdPo/8hs2brZt/euf/+zkc75Bd6cTuq8G3rXMNoE9HVWk+Y6TWpwJIJ16dAJSStoVyBRw4yXw9yMcMjph64OdngtHVXHW8U73rm4akzh3DGHjHBN4L1mimM3xrrs3aVhP/uj9hWiOaCcVlK7XwMOjnV+U5SvXyLsffCmfvvd61Kem0HYnd4kZBb3Eji53zn3PHbeI/jg3e5z86dt27JQOD3cRnQj6h95/yMP33+kcEpbXvr8PEM1B3vmxDn5Bd61cA7Ii/ex59AbAU53ut0H3tes2yvemLU5x2uq85/WcwFyTZkZLnVoxNzSKFCoo33/Ry35W1DSvubnhTEjuPEny+Te9TWq1Ou7n7VxtiV/SJ80+N2mgmpsnGnyD7lpjrRpV7edUP7979u6XNtddZYPu+nva66OvbboZ3Y9UbKpAiRaBaPlsOR58lzoSvCKAAAKRFUh6BCCy7aN2BBBAAAEEokogW9Zzj9PnyJ5N7jM53GMrGvRwmd9lAABAAElEQVRzigZD16/fJBXKl3FWJfpV8+v6FgLvvhppbzlzFv8bL6dM3utwl5JmZOvbbzwvR8zcBQkpTm712F7TpdOa7B82B7vu0+BsCpOEnCO2fTX4Nn/BEml+yfmT9OpoXd/0PDrS/vZbrrepNHR+hhGjJ8hVl18aW7V2nZPqxelT0B09tkFHsOvI9rqxpGcJDGJroPaKls1k4OAR0q//ELn+miuluMmtHlfRa+YEc+PaT3PM/9pvoJQvW8qOpg/cd/fuPe6q/PnymnQpje37zVu2uOt1IdQJnENtl1/lqfzN3AWLz960yufXE/2sqKlvueO2m2wKJ7358t3Pv8tzTz3iu9lvWYPkCcm3/vUPfUSf6OoYy42bfeYGgNbnlBuuvdIu6qTnOrmqUzRoH19JaLviq4/tCAQTCOdnS/Oy/9y3n+zes9f+zu/bf0Buu+lak96rYbDT+62P5HdpUtvm11DeIIAAAh4QIPDugYtIFxBAAAEEkk8gnQk+OEVHVwYbxa4TC/oWHfEejnJe4D1gxHM4zkEdqUcg8MbLqdPhD7yrRqQmyIyEtAaJD5pAYL3aoeXwLlumlNuMxWYuh9gC7xMmTZOhI8fJIjPJo97c0GPa33qDzSPuHuzhhXlnU/fEjCiPv6PlzppqUHPZ8pVBA++6fez4KfLxlz/Ih+90M64l46x8yvRZdpLURzveE2sQd9mK1e7xmirFuUHSuGF9aWOCs8tNHvCWl1wo1atWcveLbeHwkSPy59//2pzwf/7yZWy7eHKdc9OqxaXn37SKrcM6iXjePLlteqHY5kE5evSYSf3zh533ZJN5AiJXrpw2bU3bG66WZhc1ia1Ku27b9p2yeMkKOzlqkcIFz9tvmZlbxSk2xVGpEvatphR67KG7ZOTYSXYE/I3mPLGVrdt2mHREfWXh4mWya9cekz6pgFSqVM6mpdGJWykIhFsg3J+tg4cOybIVq8yTRVtly9bttrkP3tsu5GZH8rs0qW0LuRPsiAACCKQSAQLvqeRC0UwEEEAAgegQ8B2xV6ZU8aCN8t1Pd3JGygY9IMQNp06dG+Wnh/iO3g2xCnbzkEBgjv/A3w8PdTXkrsydH5Mqo/bZVBnxHah5wZ2yZt0GZ9F9/bP/v/Llt33kjtvbSNcunWww92+Te/pFM7ln2xtbm4k973b3TejCHjN3xHAT0A+1zDWTNmsZMGiYZM+WNaTD8uXLI1deFnwUfyiVaOoezetdIL//iOdgx2pA1ilq2sJ5Y141hcjqtetkkwkY6bwZGmTVEnhT0a4M+EMnTP3io7eCzgcwzzzp4BQnR7m+z5gxgzzxaAdnU6yvOomoBmTXmqeTdD4ADb6HM1XJxMnTZZNJ2xRqOXnqpKw0N5F+NyP8Qy0azC5erEiou5+330ozWanetIrtyYbzdj67Iq+51pqCRgOAJ8w8EE76q50moP1El1fsTap72t9s1meUaWYuhSHDxtjJW3Vk7usv/S/WGyg6j8Cn778R9CmxeWc/B9oEZx4Hp31trmtlUs+0ct6e9zpzznzp1v0DaXXlpTYV0d59B+yTLhMnz5BJU2bKQ/e1E52nJbFFb/44KUVCqUODpjr6OCHXuXLlCuelWQrlXF7dJ619tvQ66g2vd954wc5z8EK3d+2/BRMyT0okv0uT2jav/p7SLwQQSLsCBN7T7rWn5wgggAACiRDwTYfgjKaMrZoMPiPjdXu4Au+nz/gH3gMD/LG1JaHrWra+PaGHsH+IAqOH/BbinqHtFnj9T58+E9qBHt5r7vzFCQoSO3M2KMkBk6rCt0yfNVe++OYXadKornS46zZ3k07YqHnhNZWK5rZuVL+Ouy0hC9NmzJavvu+bkEPsvr3NRKGhFk0Fc9EFjexEo6Ee47ufHalpguUtQxwFrceuPzsPhi4f8En9oe//+HuQHWWsqbcuatrQpirR9aGU3GbEtP7EVjRQvsJcE6fUrVPTWQzp9aPPv5dSZuR0pfJlTa74au4cHSEdHM9Oaqh50DWwn5Cio8hjG0kerA5Na6Z59xNb5i2ImZQ41JtW+sTCps3b7Ol0WedPyJsnk/37rkevT6WueSrsmc4d3ScP9MZARTOi/OPPf5DJU2fK19/3kYcfuOu85ur3WlxPJcwz6XCc4ju5rrMu2Kvmg+/R8zPp9PA90uqK5u5uV152ibz57icyxjx98bWZQL20+T3QwGRiSv+BQ+3kvQk9NiHfA7VrVSPwfhY4rX22An+v9CksLVXNJMjOTa/AfWJ7H8nvUud8iW2bczyvCCCAgFcECLx75UrSDwQQQACBsAjEFyBPlz4mL7WeLH2Gc2lnAk/uu1/gtqS8z5DeP4WNBpvCXcIdHA53+6jvnMDhgLzrGeL4nTx3lHeXnCBxi1jyuwfr9Zq150a5a+5w3zJw8Ej79haTOzew3HrTdXaE7LcmUJfYwPtVlzc3Qf36gVUHff/Pv8NNXt+/5LsvetoRj0F39NmgT0UE5mH32Rzvoo6C1hzedWqGlrpHK1xjJjN1SvmypZ1F+9r9lWfc9wtN0Ojvf4a675OyoHn9NfirpXChAkHT2wQ7x199v3Y39fm9f1gD73rD9tvP35Vjx46754hvof29j9vJbDvef0d8u7rb8+TO5S4nZkFvWun8JKE+2aAj+HWUuxZ9ckRHumrRCZnnzFskFc3NlQWLlkntmlXtev1Dc/7/8+8IWbd+o33VGwXZQnx6Q4/X4P7yFedusISa/kiPnTRlup14VZ+0aFi/tjsZrAb6NZf8BPNUguan/u2vQYkOvD/9xIOmrtCv2Vs9P7U3ZD7u9Zo2MaSS3cwvQ4kRSGufrcDrrk8jaUnIUyqBdQS+T+p3qVNfJNrm1M0rAgggkJoECLynpqtFWxFAAAEEUlzAd5R74Kh238alOztxpO+6cCwH5o4/cuRoOKqljlQqcPjwIb+WB/5++G1MA2+cILFvoC++bvuml9FAoVM0VcbU6bPt29IlY3JIO9v0tfTZVFOaDmTX7r0hByt969DvE99UN77bYlt2JnfWAGdCjoutrlDXzT0b2NFRtqGWtT43MyqYEeTJUZx26rnqxDIJbHK0Ia5zZM+WzaQHCj1gqr8bWczkycl1nZ2bVpde3CSubvhtW+uTmqlihXOfnTVr1tn99LPxU58/5b0eL7vHaaC0jvld0sD7sePHZebseXHme3cPPLuwYOHiRN9gWb1mva1l8tRZNl2RPrniFHuzplhRWb9hkyw0Nws0fY5zI8HZJ5RXHXWckGumaZD0hmlCjgmlHWlpn7T02fK9rvrvv2XLV9tVdUKc08T3+GDL4fgujVTbgrWZ9QgggEA0CxB4j+arQ9sQQAABBJJF4IzPWeIb8e6zq/v4vO+6YMsm00BYSuCI5kOHD4elXipJnQI6+tO3BP5++G5L7LJOkNjr46/k8OHI3eQxsTi5985bJakTGzoBgyqVKoTUXR0hPWPWPHffCiYNhlM0DYwzgjpXrhzOavc1V86YdfqdocHD2CZldXdOxQs6Cjp/vrzu6OD4urLZ5KxeZ4KXWjTIGjjiPb7jE7tdR1g7RQO7lIQJODetQv3saO1Tps9xT1LR5wZLtaqVbV59HT3uu97Z2XcOAM0pn5Ay2+c6J+RmkJ5D9x9gnhrRUqHcuRsFdoX5Q/PVa+BdP9OHTVAzMYF3py5eEXAEwvnZcurU1wWLl9q5MTJlzBhnaibfY0JZDsd3aaTaFkr72QcBBBCINgEC79F2RWgPAggggECyCzjBtVBOfDpgctNQjgnnPvo/WL7lSEDg1Xcby94XCEw1E/j7EQ4BDe6vM6lDjh2PSSkRjjoD69BUD+EYra9BYi0ZAj4ngedz3o8eO8md8LJyxXLSoG4tZ5O7XoPHWTJndtc7C9pmHd2qqTY2bQl90kzn+NTwqt+NCxYtlRwJSG3R16Rpcb5Tb7y+lWTNmiWsXR03YYqdkPVinUi0aGFb9779B2SVGV3tlNpBRrz/8tvfMnnaLPn8gzedXXk9K+DctNIR2KEUnRR0xOgJdlf9/bj+2ivdw3Ry1N9++kw2bNoitWucSzPj7LDq7MhzfV+8eFFntd/roiUrRHPO1zGTJNeoVsndNnvOAne5Ts3Yb7DMnrdQ3vvoa3m3+wtSwqf+5s2amidVSpoJXdNJ2dIl3XqcBedJDTUoYtIVURAIh0A4P1u+7Zl39u+7qlUr+v0dNXXGHBk6Yqyd8+L2ttfJda2v8D3MXY7kd2lS2+Y2kgUEEEDAAwL+//fugQ7RBQQQQAABBBIq4ASJ9Lj4RryfOptDWPeNayLLM+I/xD3wvR6fmBKY2zVwxHNi6uSY1CsQeP0Dfz/C0TPN9/zNZ++Go6qI1uEEifUkmzZvcYOywU6qqTV+PjtJqQbQn3/6Mb/g/569++yhcd0Q0CcMNMV14ASiwc6Z2tavOJvfXW/wHTc3XjJnzhRnF3Ty0GEjx9t9NOD5wH3t4tw/oRt7//qX/ND7T3vY6HGT5cuPe9jlGWYSXL2eWnSUckmfYKtdaf7Q9vcbMESaNKznrOLVR8DJx6x520Mpmgf/1KlTdtdHHrzLBKoL+h2mT0noT2DRYxaboLqWokUKSQ0zOj6waKCyS9fu9ppqELxfn6/spLo7du6W1T5pjGpUrxJ4qH3/59//2r/Li529MeO7U+A8Ds62tebm4v6zEwFrgD6uz71zTGp81SeYfjc57A8cPCg6T4Wm2ElMGTV2os3jr/NpNKhXOzFV2Gv5z79DRVN5tbnuKs+ah/uz5WDPORt4d57w0e/Aj80k0dt27JRbbrzGBt91suBWV7aQwJvykf4uTUrbnP7xigACCHhFIPiscF7pIf1AAAEEEEAgHoFTPqPY4wu8nz4baNAqT548GbTmM6f9A+8mChB034RsCJwkMXDEc0LqYt/UL6CTXvqWwN8P321eX3aCxNrP2XMXxtld/Zx//X0f2WhG5Gq59862UraM/whYZyLMuCZKduZ52L//YJznS60b553N764BHR1FHFfRiZ7f/eBLG4zVpwSee/pRv1GYcR0byja9ZkOGjXF31RzcThk/abqzKMWKFXGXfRd+/XOA6HWKbaJc3/3S4rLetNK85lr0Osf39+BEMwnp8FExN1gaNagjra9qGTLbgH+Hye49e+3+jzxwp01JE3jw0BHj3Bspmq7GSUczYdI0v12LFz3/Wmv7p8+cJze3udqMbA/9f3W/+/k3W3fOHNnl3rtu9TuPl978r+vrJu9+PzupcYeHu5gAvP88IaH09dc/Bsib735qP4/PvPiW6MjphBa9gdLx8edl0JBR8tnXP8vb732e0CpSxf6R+mxpDvUVK9dYA33yQ29ovdXzEztXQI9uz8lE8504cvTEmJtjAf/+jPR3aVLaliouKo1EAAEEEigQ+r9GElgxuyOAAAIIIJBaBHwDOHv3HXDTJAS2X1NKaN5XpzgjYp33vq87du32fSu7At77bUzAGw0K+BYNdlHSrkDgiPcc2f1/P9KSjBMk1lGuf/8zVNaayRtjKyfMDbMevT6TP/761wb9HjbBv9vbXn/err5Pt5y3MWCFThLpxTJnwWI7gjxbtqzy5be/iAZUYis6EW3nZ7qJjlTW/N093nhealY7fyRzbMc66+K7NanB123bd9rdNbDf7pYb7PLCJctlyrSYSXB1xVaTAsUZiW13MH9MnjpDevf9W269+VqTc7yMszre1/jaFG8FqWQH56aVfnaWLltlR8oGa/qAQUOl25sfmBvPp+SKls2k2wtPBdv1vPV64+PnPn/Z9R3uvjXopKqrzk7Oqju2uPRC+/SKphP68+/BfnUGpnjS0fpvvvOJ1KheWa4Pkl7Dr4KzbzRYP2nKTJs6qtuLT8X7tExsdaSGdfpEil5fp+i/H3Qui4SWMeP9A+1jJkxNaBWiN1F8P6cTzM0c3/cJrjBKD4jUZ2vh4mXWS58IqVShvLxqPpP69Mg9d7S1EgfN/D/6PXl968vt77UvT6S/S5PSNt92sowAAgh4RYBUM165kvQDAQQQQCBBAv8NHyMDh4yUPWbk3fYdu9xjF5n/mWl7x8P28ev6dWvKQx3ukF4ffSXLV6y2QR/f0WH/DR9rJlWcbx+nv6ZVS7ncBCH+9/wboqOQt58NEDkVv2GCAd/+9LvkypVT/vf4gwkK/jh16GvBAvl935oJLwm8+4GksTeB17+gya2cVosGiTV1xSfvvS6dn31NOj31sjxw7202DULevHlk2YpVJsXFchOEnSXLzUhBDTK+/PyTUrVy7BOx5smdy1IGDBb043XSm+jn2mvFjtRcuFQuvqixXH1FC3n+lR7yYKfnpGOH9lK1SiU7ufSSpctlkTEdPW6K7DQ3FxvUqyVduzwWa4qR+HziG2Wtk9lWMEFzzeV+2y3XS8vmF5lrOdN8P39tv0/vueNm6fbWh6I3RL/76Te58fqrbeqQEaPGyZ/9h0jzZheYtt8RXzP8t8d18f33TNXvnJtWPd98Ub4yT4Ko6WqTh/2Kyy6xOdLXb9gsi5cus6lF9POjefuffLRDgiYU1t+nN3t+bEdYP2R+h2K72eUg1jU5+vU669/BnTrea869Qj7/5mdz4/uI9HrrRXnv429Ec8x//UNfeeCednYOgukz55inWH6VAgXySfdXnjkv2OjUHfi6a/deeceMts6eLZu8/srTUr9OzcBdPPO+cOGCUsT8uDewzBMBtWtWT3D/atWsKit95lSoV7tGourwPaiWmQvAi+l9IvXZmmv+vtOi34tdXnjDfp70O9EpXU3qtEceuNveCHXWOa+R/i5NStucNvKKAAIIeEmAwLuXriZ9QQABBBAIWUCDRBs3bjY5izPbYLZOtqaBH/3R1DMbN20V/Z9ULetM0EGD85rfWCeNS2dGEWnRHO866m+jGWW3fecuO1JegwXZzejQXLlySO50Oe2+MfWKCZIfNiPf98gh85rYUrJEMb9DfUfg+23gTZoQcFIwOJ0tVaK4s5imXp0gcTMz4abmlX7/7Vek+7sfyxff/CI6wt0pmue2ngnmdXnyIWluchNrsC1YcQLvcY3CdCZbdvYNVldqXG9Hapobe/VqVzfBuaryVrdn5aPPf7DBbd8guQZxLmhcXy69uLFc0KShHWUZqf6+9uL/5Omub8ivf/xjf/Q8jRrUtvn585mbK91e6GyeZvhcfus3yP7o9ty5c8oTj9xnJhi83P3u1vWUcwJ600pvRBU3aXpefu5Jef+Tb2ToyHHy1z//ndvJLFWpVN7czLpdLmt+sQ3g+m2M583HX/wgs+YslGc6d5SrTc7puMr95hzrNmyyN7Zvbv+Q3bV0qeLS4/XnpXrVStLzrZek6ytvy7Tpc+yP7qAjfzVP+N3t20rgk2HBzqX5zl967V0zT8NJee/tl23/gu3rhfU6Avp5kwKqt5nbQv8NdOtN1yYqx3u7W9qIpuKaPnOuXGpuaF11+aUJ5tEbHA+a6/zv0NFSrmwp6XD37QmuIzUcEKnPljOR+J69+82/LY/KiDET5Lh5KvNKc7NMUyzpv1P16aNgJZLfpUltW7A2sx4BBBBIrQIE3lPrlaPdCCCAAAJJErir3c2iP6GUT3q9Fspudp9h//QOed/E7FjM5LTV/6nSQKOWwBHPiakzscf8bYIyC8wTAq927ZzYKjguiQK+19/eGErkRHlJbEaKH+4GievEjN4saEa9fvjOqyagdkKWmdHtW7ZstSMDa9WoJqHmwXeC6fpZ0+B74GhMDT5r/VqcfVMcIowNcEZq1q0dMwK4rhnV+sOXvWy+7cVmpPt+k/pDn8CpWb1qrHm6E9oU32B+sGM1MNz724/MpIzrZf2GjSZYXFRqVKvk7n5B4wbS//dvZaWZFHaN2aekuRFVoXxpyZoli7tPQhbSwoB356bVJRc3sTQawH72qYdtgHzd+k1mZPMayWwmH9anHBI7EWdfkxN8mMnb3t2MKNdr5BRNH6N1ayoj36LX6503usqmLdvMtVxjrl9mc4OlrvsZLG5uEvz09ft21Ls+pZY3Xx6TbqNcgj6H+pl+rccH9qkIfUpGJwN2ik7iqjdy1MJrpY55mkB/klL0+7XLkx2TUoU9tt2tbUR/vFoi9dnSG0b6FKaW11/6nx0w8smXP5q0QXNlxOgJ5rPzQry/u5H6Lg1H27z6+0C/EEAg7QoQeE+7156eI4AAAgikQgENBGg6jc0mIKEluXO8a2qNqdNmyR8m1+78hUviHDGcCnlTXZP1KQqn6P9I64jGtFicIHGdWv4pDzKZoJ7mGk9ovnE1rFihrEu5/8BBG4hzV5gFfdrASTXju6/vPql52RmpGRhs1dHEjU0QNKWKfgdWrljO/sTWBv0MxLU9tmOCrTPPQAXb5Jn1zk2ruubJBt+iI2Z1wuHASYd99wllebhJ9fPrnwPl7e5dRSeB9C0vvd5L2t7Qyoyabuq72i7r+UuaYLj+BCs6Sl9/ElM++PRb2bptp3zU8zVzAymfW8Xx4yek3b2dpF+fL+38Bu4GFhBIoECkPlsLFi+1N4P177cmjerZtEo1qleRux7obNNBzV2wSBrWq21bqze3gt0YjsR3abjalkBqdkcAAQSiWoDAe1RfHhqHAAIIIIDA+QKabsYJvAfmkj9/76StWbtuox1xqJPYafodzeesE7RRokPAN9VMYBqi6Ghh8rRCg8R64yEwSJyUs9c2QcK8eXKLTr7sjID1rU/XadFUK/XOjgr33R6J5QL589nz6SjhSBZnpKamkUiuEsqI9+Rqi3OelGxT/vx5pYD5iXRxblo5TzaE83wzZs+zedd7mdQwmqbGt2iatlWr10rJkiV8VyfL8k99/rRPRXz47qvnBSWXmxH2ObJnS7agu36mjx2LeXImWTrPSSS1f7YWmLk3tFSrWtGdy0BTrOXOmdNOgH3Y3BTWonOZvNr9Pfn1x0/t++T4I5rblhz95xwIIIBAbAIE3mNTYR0CCCCAAAJRLFCyRFGTWzWmgZp/PrY0GOFq/ojR4+1oRa1PRyBqcFMDvBs3bQnXKagnkQI6MtOZJE+riGtkaCJPkSoOs0HiRctMjvGYVBnharSmdGpmJhYdZCZhnjN3wXkjrHWdlouaNor3sf5wtUkncL74wsZ2cstw1RlbPTpx4iGT3z1wFHRs+4ZrXUoGuYP2IQUHvH/7+buJTpETtD+xbJi7YIlNs6Lzl4Sz6Gjf1978UOrXqylTp88yaTBmm5QYOjfKaTM3yknZYP4O0Tzh+vdZcpbBQ0eZHOf95YZrr5ABg4aZv9ckZm4X0y79Tp1nPEqWTL65MnSydb0JQUk+gdT+2Zq/KCbwrpMQ+5aDZ5+AK2pSEmoZN3GqnYTad59IL0dz2yLdd+pHAAEEggkQeA8mw3oEEEAAAQSiVMB3ZLPmmNYARtnSJSPS2sYN65rUNoWlfLkyUt5MgKa5eH/q08/+ROSEVBqywJp1G+xNF+cA398LZ11aeLVBYjPCr14d/zQz4ej7Qx3uEM0h3ddM5nl5y0vcEcg6oV3v3/6W3LlymkkBbwvHqUKuI2vWxOUrD/kEZse58xfZ3TWve7iLfl/tMhM76kSAk6fOcqsfNnKsfbogm+mf5o73zbnt7hTBhSXLVsnRY0fl6JGjMmP2fHsmbWP/gUOlVKniohPzli1T6rwR0pFqUmLz0iekPZoqaYEJ4jUP85MNOhm5Tn6qqdAmTp5hf2JrVxEzgXkWM8F5cpXps+bKB59+Z4P//QcOC3raqy6/JOi2cG/QG3yZM6cPd7XUF4dAav5s6U2aZea7SkvgjdGmZpLrkWMmmt+nTHby3OFmguRP3nsjDonwbormtoW3p9SGAAIIJEyAwHvCvNgbAQQQQACBFBcIDLDqJIKRCryHYyK2FAfzaAN00kHfohNJpsUyz+Sz1RKY3z0cFppyosfrXeXJZ16Vjo8/L1de1kzSmUDZiFHjTcqXnPLSc0/45YcOxzmjoY55JnWPBr41AB7u8nu/gTJ63GQbyE6XPp0byB4zfoqMHjtZTpjR0K2vaiGdOt4b7lPHWd9bPT+RPXv2mQk805trfK5dP/XtJ6dPmdHQJgj/4jOdzFMQ4X2yIs5GRXijTkJ7yNy0CgzgJfW0s+bMl9179sZbTalkHFmujRk1ZpI7MXlcjUvudsXVFralToFIfbZ27dkjx44ft3MbaF5333Jzm9aiT5q82O1dOXr0qHR+7H47J5DvPpFcjua2RbLf1I0AAgjEJ0DgPT4htiOAAAIIIBBlAiWLF/Nr0Zq1G6RF8g3Q8zs3b1JOYKXJj+xbkjtlg++5U3LZpoYw6Y98J0gMZ3s0BUef7z8WHVk/2wQUT546Ja907SxVK1dMthQz4exPfHXZUdAmh3DzS5rGt2uitnd5sqPoT7SV3t9+GG1Ninh75psbLFrCnd/96itbiP5EW+na5THRHwoCkRaI1GerSKGC8tUnb9vAuz6F41t0HoUfvuwlq9astwF3vXGcnCWa25acDpwLAQQQCBTw/7YO3Mp7BBBAAAEEEIg6gcLm8fxMZnJFTTOjZbUZ8U5JewI6ss0p2bNlE51cLS0WfbxeR/pFsuj8BpUqlLU/kTxPNNStc0bcevO1JvB+YTQ0hzZEUKCsSR/2TOeObgqlCJ6KqhFIUwKR/Gzp30VxlQrlSse1OaLborltEe04lSOAAAJxCBB4jwOHTQgggAACCESjQHoTBCxjcg7rCFwtq83oJkryCOjEgDoBX7A82zpB5N59B8yNkYySM0f2iDVKRyX7XvcyZSKT4z9iHQhjxde0uiyMtVGVjqK88/abgEgDAg3r1U4DvaSLCCS/AJ+t5DfnjAgggEC0ChB4j9YrQ7sQQAABBBCIQ0AnPXUC79u277ST2OmoZ0rkBPr1Hyzf9/7DPGlwUiqbR7qvaHmxtLn2KnvCI2ZCxr8GDJHBw0aLXg8tmn/11htbRyQn9CYzQeXRo8fsefSPJg3ruMssIIAAAggggAACCCCAAAIIpLwAgfeUvwa0AAEEEEAAgQQLNG3SUPr+8Y89TkdZr1m7UWpUq5TgejggNIFRYyfK59/0lptuaCUnT56SgYNHyJKlK6Ro4UJS2Py89tYHsmXrNrms+UVSr04NGWkm8Zs5e768uniZdLjrVrmzXXhHEAdOrKq/DxQEEEAAAQQQQAABBBBAAIHoESDwHj3XgpYggAACCCAQskC1qhUlb57cJq3JfnvMmrXrCLyHrJewHTW1zCdf/ihNGtWVTh3vFR3d/u+QkaLpXt5+/3M5fuyEFC9WWHp/95Ho5GJarrzsUvn4ix9kwKBhdpR85crlpXGDugk7cRx7O0876C46+Wd8eVXjqIpNCCCAAAIIIIAAAggggAACERBIH4E6qRIBBBBAAAEEIiyged41EOyUFavWOIvJ+npGziTr+VLiZGPGT5b9+w/K3e3b2tNnyJDBbYau18lue771sht0dzY2qFvTWZTeff92l8Ox4Dux6gWN64WjSupAAAEEEEAAAQQQQAABBBAIowCB9zBiUhUCCCCAAALJKXBhkwbu6aZOnyOacoYSfoHho8ZL4UIFpGrlCrby5StX29Hu+iZz5kzS662XJF/e3OeduGLFcu66RUuWy9Fj53KyuxsSubBy1Vr3yKaNz/0euCtZQAABBBBAAAEEEEAAAQQQSFEBAu8pys/JEUAAAQQQSLxAg/q1JVPGmKxxO3buluUrk3/Uu9eD/ceOH5f5C5dKswsbSzrzlIGW+QuXuBetRrXKUrBAPve974KOhvctW7fu8H2b6OWFJm+8k2Ioa5YsUs9nZH2iK+VABBBAAAEEEEAAAQQQQACBsAqQ4z2snFSGAAIIIIBA8glkz5ZNateqJrPmLLAnnTRlhlSpVD75GqBnCvMg+8NHjtj86ZEI6BcrWlguufiCBPlkyZxZPurZTUoWL+YeN2/BucB73drV3fWBCxs3bfZbpTnhw1F0BL5T6tWtIdpGCgIIIIAAAggggAACCCCAQHQJEHiPrutBaxBAAAEEEEiQgKabcQLvE03gvcPdtyXo+KTuHO4A+fwFi+XL7/oktVmxHq8j0y+8oJFkzHguR3usOwasrF61krvm1KlToiPOnVK39rk87s4653XJspXOomTKlElKlyzuvk/swokTJ2TchKnu4b7phtyVLCCAAAIIIIAAAggggAACCKS4AIH3FL8ENAABBBBAAIHECzQ1gfdPvvzRVrB23UbZtHmrlCheNPEVJvDIcE+ueoHJV/5X368S2IrQds+SJXOCg+6BNS9fuVaOHDlqV2ual6pVYvK+B+6n7xcuXu6uLlu6RJLPrZVNnT5bDhw8ZOvV1DfqRUEAAQQQQAABBBBAAAEEEIg+AQLv0XdNaBECCCCAAAIhCxQtUsgEX+vbgKwepOlmbr35upCPj8Yd8+XNE43Nsm2at2CR27Ya1Su7OfbdlWcXNDi+fMVqd3WF8mXd5aQsDBs1wT282UWNpUD+vO57FhBAAAEEEEAAAQQQQAABBKJHgMlVo+da0BIEEEAAAQQSJXB3+5vd40aNneQuJ8dCmNKWJ0dTw3KOufMXu/XUMfn1g5XZc+bL6dOn3c2XmCB5UotO1jp95hxbjY52v6vdueue1Lo5HgEEEEAAAQQQQAABBBBAILwCBN7D60ltCCCAAAIIJLtA1coVpHHDuva8K1atlTnzz43Kjnhj0lDkXQPpCxedy+9eu2bwiVXHTZzm0uuEt/pUQlLLmPGT5eTJU7aai5o2lArlSie1So5HAAEEEEAAAQQQQAABBBCIkACB9wjBUi0CCCCAAALJKeA76v2PvwYl26nDneM92RqeiBMtW7FGDh85Yo/MlDGjVAuS333P3n2iE91qSW9Gpj/Yob1dTuofw0efSzPDaPekanI8AggggAACCCCAAAIIIBBZAQLvkfWldgQQQAABBJJFoHrVStKwfm17rukz58na9RuT5bxpaMC7+OZ31xsOhw7HBOF9oc8YkJ4ffuWOTL/3rlukfp2avrskanmjmTR3ydIV9tgLL2gglSqUTVQ9HIQAAggggAACCCCAAAIIIJA8AgTek8eZsyCAAAIIIBBxAWfUuwZ/+/UfHJHzabqVbdt3unWfMe83b93uvvfywpx551L4aMqXv//577zu/vrnP+5Et1dedonccduN5+2TmBUDBw93D7u7fVt3mQUEEEAAAQQQQAABBBBAAIHoFMgYnc2iVQgggAACCCCQUIGa1atI/bo1ZfbchTJi9ES5/57bJV/ePAmtxm//WWaS0O9+/kM0wH7y5EnZtXuv7N23393ntAny3/1AZylcqIDkyZ1L0qVPL+XKlJRnOj/s7uOFhf+zdx4AUhNdHB/A8qkUsSG9WegdERUBQSyIUhQUFRELRakKiFQpgiBNpCugICiCBUVBkKKAoPTeRaodCzYQ/N5/7iaX20t2s7vZY4/9Pz2STSaTyS/JZObNm/dOnjypNm9N8e9+ycU51RtvvaeyXnC+qlWzmvr777/VnLkL1GxRxsO9TIuHmqimjev7cumYvfDeB/N1XlWuKa+uuqKwL/kyExIgARIgARIgARIgARIgARIggdgRoOI9dmyZMwmQAAmQAAmkO4EHmzbSivcTJ06ot2bNUa0efTCqMvz2+zG1Z+836rz/nauyZMmizjori7r0kotUJlEuQ2BdL/8rnA+W8FieibJj1171119/60s755yz1cTRg9WgYWPUuFff0H/YASZVq1TQVu7Fr77CNwyjxk62XNc0u4/W7r6BZUYkQAIkQAIkQAIkQAIkQAIkEEMCVLzHEC6zJgESIAESIIH0JlC2VHFVs/p1avHSFWJ9PU/VqV1DFSmUP+Ji1LzxOoW/RJf1G1PczBQXf/qw7h/Yp6s6fOQ7tWv3XnX++eerAgXyqlyXXuIrqsWfrVDGxc0tN1d3Dejq60mZGQmQAAmQAAmQAAmQAAmQAAmQQNQE6OM9aoTMgARIgARIgATii8BT7R5TefNcruAeZfioidoqPb5KmPFKY5TfKHm50sWtC8iTO5eqXq2qqlyxrO9Kd1jYj504TZ+rYIF8qn2bFtZ5uUICJEACJEACJEACJEACJEACJBDfBKh4j+/7w9KRAAmQAAmQQNgEzj/vPNX72Y7q7LPPVlu27VRz530adh48IIXACfFtv2XrTmtDmdIlrPVYrkydMVv9+NPP6n/nnqt6d+ugl7E8H/MmARIgARIgARIgARIgARIgARLwjwAV7/6xZE4kQAIkQAIkEDcErihSUD3xeJJ/9wmTpqujv/waN2XLaAXZtn23+vuff3Sxzz7rLFVCXM3EWvYfOKxmvfeRPk27Ns1VIQlYSyEBEiABEiABEiABEiABEiABEsg4BKh4zzj3iiUlARIgARIggbAI3Fm3jqpR7Vp17I8/1ZgJr4d1LBOnEFi7fpP146ori6hzzznH+h2rlVHjkgKq1ql1o7r15pqxOg3zJQESIAESIAESIAESIAESIAESiBEBBleNEVhmSwIkQAIkQALxQOCp9i3Vrj371KdLlqtyZUqourfWiodixX0Z/jl+XG3asl399NNR9fEni63yZjkri/pyzXqVJXNmVbhQAXVRzgutfX6tLFz0uVqzbpMqkD+v6vDEI35ly3xIgARIgARIgARIgARIgARIgATSkUAmCdz1Xzqej6ciARIgARIgARJIZwJQvD/ZqacEWT2lBvd/VhTwJdO5BBnvdPMXLlUvDBsbtOBtWzVXDe68NWiacHfu2fuNavtUL33Y6BH9VeGC+cPNgulJgARIgARIgARIgARIgARIgATigAAV73FwE1gEEiABEiABEog1gU8+hSJ5nMqW7QI1ZvgAlSd3rlifMkPnv33nHvXl6nU6oGmmzJlU5kyZ1cmTJ9W/8oflf//9p+64rbavFu+//XZMtWrfTX3//Y+qe9e2quaN12Vohiw8CZAACZAACZAACZAACZAACSQyASreE/nu89pJgARIgAQSisAHHy1Uw19+RbswGT2sn7rggvMT6vrj+WKPHz+huvR4Xru36dyhpfh1rxHPxWXZSIAESIAESIAESIAESIAESIAEQhBgcNUQgLibBEiABEiABM4UAvVur606PvmIOnjwsOo7aIQ6JVbblNNP4NSpU3I/RqrNW3eozh0ep9L99N8SloAESIAESIAESIAESIAESIAEoibA4KpRI2QGJEACJEACJJBxCNS7/WaVI3s2NXvOPLVr99fq6iuLZJzCn6El3bp9l/rjzz9V3x6d1HXXVjpDr5KXRQIkQAIkQAIkQAIkQAIkQAKJRYCuZhLrfvNqSYAESIAESIAESIAESIAESIAESIAESIAESIAESIAEYkyArmZiDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYE6DiPcaAmT0JkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkEBiEaDiPbHuN6+WBEiABEiABEiABEiABEiABEiABEiABEiABEiABEggxgSoeI8xYGZPAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiSQWASoeE+s+82rJQESIAESIAESIAESIAESIAESIAESIAESIAESIAESiDEBKt5jDJjZkwAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJBYBKt4T637zakmABEiABEiABEiABEiABEiABEiABEiABEiABEiABGJMgIr3GANm9iRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAolFgIr3xLrfvFoSIAESIAESIAESIAESIAESIAESIAESIAESIAESIIEYEzgrxvkzexIgARIgARIgARIgARIgARIgAQ8Ejv7yq9q152uVLWtWVbBAXnX+eed5OCr+k5w6dUrt2PW1OnbsmMqbN7e6PNelKnOmTPFfcJYwIgJ///OP2rZjt8IdLlggn8p5YY6I8uFBJEACJEACJJDRCVDxntHvIMtPAiRAAiRAAiRAAiRAAiSQoQmsWLlaTX3zXbVz117133//WddSqUIZ1b5NC5U3z+XWtoy08tvvx9Srr72pln6+UmHdSNYLzlctHmqi7qxbhwp4A+UMWO775qAaP/kNtXbdZnXixAnrivLJYEv7Ng+riuXLWNu4QgIkQAIkQAKJQCDTX3/9ndKyS4Qr5jWSAAmQAAmQAAmQAAmQAAmQQBwQOH78hHph2Bi1+LMvVIVypdRddW9Wl112qTpw8JBavnKNVlifc87ZavTwAapo4QJxUGLvRfhqzQY1aOhodfLkKdXgzltVuTIlVKZMmdXGzVvVnLkL1Y8//axq1bhede/S1numTBm3BGa8/b6aMvVtlUtmMzRuWFcVKVxQD7as37BZvTNnnvr335OqU9tH1R231Y7ba2DBSIAESIAESMBvAlS8+02U+ZEACZAACZAACZAACZAACZBACAKwCO7Rd4jasnWXeq5HxzTWwLB879x9gFq7frNWuo97aaDKkiVLiFzjYzeU7j36vqiuv7aierpDyzQuczZs2qo6PdNPW/f36tZe1ahWNT4KzlJEROC1N2Yp/LV65H51d8M70sximDpjtposSvn//e9c9eqYISr35ZdFdB4eRAIkQAIkQAIZjQCDq2a0O8bykgAJkAAJkECCE/j92B9qy7ZdavkXX6mdu79OcBq8fBIggYxKYMCQl9XW7bvV4AHPplG645oyiQ/0u+vfri9vz9f7Fdx4ZATZIe5yevZ7Ud14/TWqR9d2aZTuuIaypUuoq64orC/n0yXLM8JlsYwuBN77cL56ffps7RKpcaN6aZTuOOyeBnfoo//++x+1YtVql5y4OZEJeG3b/XP8uNqz9xu1YuVXavW6jYmMjNdOAiSQQQjQx3sGuVGJVszFn61Qg14coy+7SJGCauyIASERdOvzglq7dpNO90L/bjKdtWTQYzZt2aGe7tZPp7nqyiJq1NC+et1+7iZ311MtmjUJmg93+k+gW+9B2jckcm4n/iDr3lrL/5NEmePIMa+qj+Yt1rkMeK6LqkSflVESdT483t5HP+97qOe8Reun1aFD32owH86erM4++2wL0tbtu1THLs/p3zlz5lBvvjba2ncmr3z3w49q5OhJauWXa63LrFqlghrQu4v1O5FXEvW5iOSe//TzL6pp8yf1ocWKXaFGDu4TSTYZ9pjJU2eqN9+eo8vftVNrdZO4+4g3ibf6328+i5cuV58tW6We695RlSh2pafs9+77RhWVdnE8C9yJDBk+VhXIl0c981QblTlzaDuvvTKoQMmYBA5/+72a8Op0ddcddfSfl6vg/fZCKXHSeG3bIWDvlGlvq9nvfSzuq05qQAg+jTYyJFS7WieK4h+2saKAd4Yciu9b3YYP6avJnTuXmjJ+6BlyZbyMWBOg4j3WhJl/RATKlSml/pUPKqbYIsjUr7/9rnJkz+aa14l//1UbNmxVWELWrNsUUvG+RkbITXr4nDTy36n/rO0nT50ym7lMRwL4qJl7cyod78HPR39REyZN11d6ZdFCqlGylZnTpcNfqSkjnhlKbAjE2/vo530P9Zzb9wfSPSV1o3n+TpxIqvfsacJ5lu3HxfP6sT/+VG3ad1dHf/k1novpuWzrNm5R8xcs1elvqnGduqZiOddj58z9RFvFIsHDDzZWuS67xDFtqOfC8aAE3mjeIbxriSb4tprrP/VffLZ14q3+9/MZ+e23Y2rUuNfUdeKGpdr1VYJm/b0MOBrJpDKZ1bhdTp/5rrbMf3l4/6BucdDG//6Hn/R1wLKfkjEJDB05XmXNeoF6tPm9QS8AylUjvN+GBJfhtO169RuqVq91t3C3t5tj0X/MaG2sl8dPUceO/akQI6RT28f4sPlEwLSdzOCPT9kymzOcABXvZ/gNzqiXl/PC7AqKT7gQQMN87fpNquaN17leDkagMQpuZI34wnwkaTDSbEqzhHLeSKUKZcwqlwlM4I8//1KffPqZJvD7sWNBFe8JjImXngEInInP8pRpMy2l+8UXXahqVhdldaVyKmeOHBngjqQt4qFDR6z6pmiRAkEV7xu3bFeLlqzQmTS86zZXxXvas3ALCZBAPBKY9d5cBbcKbVs/HLJ4q1avt9LkEyvyeJY/ZID0zVkfqNtvvUkVu6po0KLu2rPPqtPz58sdNC13xicBGDGt27BF9ZDguLA8DiZfrl5n7c6fl/fbgpHgK17bdstWfGkp3f937rnqhusqa1dW2YIY5iU4Wh2YG7P78G5S8Z7oTwOv/3QToOL9dN8Bnt+VQEVRhhvfvVCSB1O8rxNFu11gJY/G/wUXnG/fbK1DKbV95x79+7zz/qdKFr/a2seV00+gaZP66tabq+uCFLvqitNfIJaABGJAIJrnHJ3W7l2S3GSce845MShd/GW5OtmVGCzlhg7spQrkj28F1OkgmIjPxengzHOSQDQEYJU5d94ibe2e61Ln2Ssm/+PHT6h167fon/mk3r9aXCPGs8xfuFTBh3f9ereGLObKL9dYaWrFoasjq3BccSXw/twFKueFOdSNN1zrmsbs+GJVkuIdrodqBDGmMum5TAwCXtt2q20Gc20ef1DdcVvtNICiaVenycxhA9tYDlC4iQRIwBMBKt49YWKi00GgsijeZ8x8X58a1hTBBBbudsH0sg2btkinprJ9s7W+cdNWyzcc3MycdVYWax9XTj+B8iH885/+ErIEJBA9gWiec7jeqlXjhugLkUFyQJ1++EiSv3tYu1Pp7nzjEu25cKbArSQQ3wQ+X7FKW3rfcVvo+DVIa2Z0Nm18lw62Gs9XN+ejBapE8StVkUL5gxYTU/WXfL5Sp8mb53JVo5r7rNagGXHnaSPw408/S3DLNepeiYcVqh/13fc/qk0ycwty8003cNbWabtr8XXicNp2Bw4etgpfrmwpa92+Ek272p6P2zrbWG5kuJ0ESCAUgcyhEnA/CZwuAiVLXK3+979z9emPSOCew0e+cyzKn3+J9fqO3XpfsatTrKNXr0utjLcfvEZc1xiBgj8c8cNnnB95pHeZ7edDJzCYT1zsw9Q201m0HxurdeNvLVb5h5tvtPcYfgThZinWEm05Iymfn+f0I69gz3K41+dHecI9Z0ZMHy6nv8SC0tynbFmz+nrJeNf8knCvy6/z+pVPtOWP9niv12GeBa/pI0nnx7X4kYcf1+pHOcAQ74ofeSEPP75vfpUlkucjmmOgcL7k4otCBmXff+CwGvHyq/pUD97XUGYC1ojmtDE/du++AwplvrV20ozFYCd8acwk7Qf+sksvVkMGdA+puA2WF/edHgKfL/9S1we3hHgu0Rfo2XeINniqWL50XLi88KNeDZe6H/VVsHNG62/ar/KFk084bbtj4prLSHa/24E+fZNM+QKXfvbpwuEbWI5wfvv1vQ/nnEjr57sZLatojw/32pn+zCZAi/cz+/5m6Ks7+6yzdIDUlV+u1dcBdzN5JHp0oGzctM2yXr+nwe1q7MSp6sefjmq/8IFpzW8zrQ2/K1Yoaza7Lrft2KMWLPpMW2t8LR2LS6XDVER88j50/z3qqisKux5ndqAx9NH8xWrT1u1q2/bd6ogMIiASdtEiBVUV8VF8W52aJmma5QvDxqgffvxZbx/Ut5vKnDmTWvLZF2rhkuUKAxL5sWB73QAAQABJREFU8l6u+vV8Os1x4Lbyq3V6UGLvvv0qe7Zs+nwlxRKpcaN6Cv7xwpV/jh9XI0a/qhYuWqbOPvssVaZUcdW4YV1VoVxpnRXK89bsD9Sni5cpuPOBBcwNVSur+xrX1z77vZ5v1rtzddmR/rGHmzpOrTZMFyz+XMFX8tFfftOuhfIK1+rVrtUdVEx/9SLjXpmqdu/9JtVAwdZtu9TTz/a3Dq9Tq5qqUyt4Z3Lp51+oFavW6ucE9wxWXKVKXCXxBu6TqbjZrbzcVvZ8vV/8OC9TeN7gLgmC5wzxDu5pcIe6PNelboe6bndiuVp8csJKCTM/vpFOcgHxGQsLtWsqlg0a5M0pr81bd6g5MtX4m/0HFZ6P0cMHqAvOT+3nE0HkPpy3UK5rt9qxc6/65ddfxRqugLpa/L9WqVTWdWaK20Xtk3Mtkud/w+Zt8nzvURfJfS5e7ApVumQxmXpaS57Ns90O1dvRqFu4+DP10SdLrGcne/asun657pqK6m55psN5P/zkGbTgtp2//X5M9R04Qm8pWCCvatsqyU9wOM/y5Kkz1ZZtO3UeD9zbIGRA6nfe/1ie7yTXAA3vvFXuWyVbiUKvrhL/rqu+XKe2iZuvvfKsZ5NgbFdfVUQVF3dS8Ad8Uc4L02Rizolg20aOfPd9qnfzJvH1fvstN5ndIZcIPPveh/P1s7NDyoLORamSV6vypUuoOqIwujBHdjX85VfUocNJFvbP9XgqzTNtTmLqoXDq9s7dB2ilI6wFjcyZu1Ct+irFj3PrRx9UmWQ6/pgJr+kk+O4YGTH6lVS+dF98vofZpdyeC5MAAV3fePNd/dNwi/b7BpdwCyQ2xradu9Vu8dkMi7CywhKzyaAoPH7ihOrx3BB9TtRhT7dvaYrjeQlf2O+8/5Fa/sVqGYT/Xv3199+iuMyp8kgdW+/WWtrfvx/B+nBPUJ/Bpz4G9FEPFC5cQJ/jJg+uMCJ5HgIh+HGtGIie+/FC+RbtUPiW/SwBifGulZP7clP161WhgvkCT+v6+4B8X9+aNUfn9e13P8ize0qsVS9VBQvkU/eLW7jiNoMH10xkB2L1LF+5Wu2Qb9vevfvlvTul69zyZUuq++65Syuigx1v9kX7vP762+/qA7HKhrtBfD9++/13VUiupah8Z6EwxrMbS8GAw4aNW1VVCapqntnFn63Q7w4CjcL9YcH8eaX9kEuNnjBVt6WaiEUxgirHu6zbkGTUUjk5UDSCaS5c9Lluw/4u3yy0iTBbCW1FuNrBOzx0YM+I2jbxziIRyrd2w2Z974y/9s3Snli9ZoMOmIu6EPcaz/IC6ROgjV2mdHHVr9fTIdtosWAXTbsv0rZvrOsauFTFDBPUZbvkO4xZBRflzKHy58ur6t9xs27PmzrGjWkk7TKnvMLtc3pt2+UV91pTp8/Wpzx0OMUAr1f/odZgHfow7dq00Gmc7pVTebEtkm9SqDaW/VyR9umibadBXzF/4We6KOh/QTD4Ze/TFpF2TZvHmul99n/wvZ824x39nYau4qQMSKCehjEkXMBW9qAzsefnZT2adzNaVk7lQxtl8dLlaovoa3bt3qv7BNB3oK1yi4dBZac8uY0EQICKdz4HcU0A1uiW4l06bfVur52mvGj4QTKL39+K5cooWFPggwOrG3SiYVVkFyjl9x84pDdBCWAajPY09nUoU59/cYw6IcoDI+hM4O8raWC2ebyZNHBuMbvSLKHk6TtwpNooSkK7QKmDv8+WrdLKrC4dW2tFlD0N1rdIp/mgfAgh6PAOGzVJK/H1Bvkniyji7YIO99gJr4ti6RP7ZoVy/LzmF13mxZ+tVL27dQir843MXh43RS1Z+oVq2aKpWi4KuC8l4BeUExNHD5YBhZ1qyIjxKkuWLKqBKOUuEncQUGDAsmulKNue69FJVRbFrhfZL9MJ1ya7D/pNOsmBgs5plx4D9D2270MjFEog/MFN0VPtHhMlfFV7Esf1nbv3qfWikLILGsymDNheWhRzbgIFAhSeM9+ZmyoJnjP8QckN5V2wPD7+ZLEaKRZg8Odql82iOMHfgk8/V106tpJgQtfYd4dcD2SJRunYV6alsjb8+psDCn/oCOMdayfB3nAfAyUwL3Son39xdKpk6GzZBR2x/oNG6o6Yfbu5Tx98tFDdIo259tJo9qLshrK9R5/BWhlh8jPvI561RUtXqL4yEOU20HFYOvxdezxvKVVNHmic4g+KGHRkXny+pyd3Jn7yNGXxsjxx4l/r+YTFkJFwnmUEs5sqDWxI9mxZgyreoZzGoBoGlPBsPNs5yb+8OW+wJerOMRNfV+9/uCBVMtRJX8hAFf5QX3Xv2lYFThM+cCilLjAHw3+w/d30MvhpjsXgT2/psOE7YBcMCOAPgzFQBEEhj2cUclIGapwk0rodZQ+09jXfA3MeBHeG4t1+nWYfnlE3cXsuTPqjMhPJ5ImBr2i/bx/NXyT11uRU30c8IwtF0YK/L+UbiYBe5pyFC+Y3RfG8RBug/wujFGa32QXnwR+UmO/K8zNUBiDOOSf4oJv9+MD1fd8cVM/0GpiqrkJ9jPzxh4Hsbk8/YSlLA4+P9Hmw5+PHtf7y62+qZ7+haosMitrFfEveeX+e6t877WC9Pa1Zf+2Nt0Xp8Y4enDLbsDTP6wpRpN8tBg9OHXiTHp3qiZOnq7fl2xMoYI6/Dz9eJN+d5qquDKIEk2ifV7z/zz0/PNU9xvmgFMTfAmk7Pti0oXrwvkZi5JA5WFEi3odBRyhvKia7Snh5/BQZVJrnmh8CCLZscb/r/njasV7eExjI5LrsEq1cf7ztMzreklMZoRAc0KerVsY77ee2+CaANsGmzdt1gEuU9LNlK3VfB9udBDMbBsr99tLOczo+mm3RtvsiafvGuq6BchDGFxjEsgtmG+MPfRp8418Qgy0YlgRKNO0ye16R9jm9tu1gyGPaD/bz2vvU9rZB4L2yH2PWo/kmhWpjmXNE06eLtp2GZyKQGSy37dvsxiymzNNnvqcmT33bMmY029Hn/l76Vovl7zoZMO7SobXjM2XSh7OM9t2MllVgWectWKKGj3pF2WfR4/pNmxaBzruKvoZCApEQoOI9Emo8Jt0IVLIpatGIQIMOCna7mMCqV4i1EhoXlURZb0Z6MZodaKW8dv1G63Ao6YPJshVfqTffnqOVJLkvv0wVFitdKGQxAooOOT7eY0TJXVEsvvPLiHugQJnZ+dkBWumNfbD+QPkuu/QS6bge0QppKA5gxdfxSB814eUXgnb2oPiC5bybQCHVqVs/rQxHGlgeXl+1krZoRkNsg1g4Q5kE6+Q2HbqrSeNe9GxphEYeFLNQut/doK7KJ9cLZQQ6kG2f6qk7sgiOBSULLLYgGJB4tE1nhenHfaSzO33yKF0mvTPCf8AdijMMrEBgQXVt5fIKo/ew3kU8ADQ6jokS/jkZ8Ogvlvluvv5NEWAJmCVLZrEIOG4pK2D1ihkJRpxmW5h9YydO0wp2dNQLiyUhrDDhGgkdbCjYoAgZPHys5o2ZHIHy0tjJ6r0P5uvNmCVwvcwSKCrXg+drx6492hIW19Or/zDVq1t78YUaejAh8Bz4/aZYLYIPOrylSxXTszX+lYGa7WKFDgt7lBWKcAz0vNDvWcuaxCkvWLq/OesDp13WNgRZe3HkBKsRV7zYlTJLopi65KKcaoe8Q6vXbNRs5i9YqnZKGYa/0DtoYw7P7zvvfawt62Ftidkb2URhjLLDqhMW93gG2nR4Vg0d1EvlkXfWLmg8dezSx5pBAst4DIbAYhPvx7IVX+rnBkrZgUNHq5eH9nUcgDB5+snT5BntMpxnudr1VVRWUZri2YIle7CA1Kh/UVdBqsj75mSd7lR2dIg6de1rKbGh4McA3FVXFpZ7/7vCc4TOO5SWqCvbtmqu7rqjjpUVrOVQT588ecoaHEP9UkKeJSMIOOhFoDjtLQpJ06DGjJiSMiMF50Djf5MM6mCgrIM8I3gvgkk0dTuuB+8aeJpBYFwDlFVG4E4HinfzjYLFOxhB8B6dn1zHmvSRLKP9vk16/S01Ldl6HufHN7CYdPQvueQiqfP3y4yabXpgGc9VpILB7d5S75l7hlkSFYRfPqlj0cHGtxMdSiiZJ06Zrp54/KGITvWdWHK3e7qXfhfw3bwyeSbbTqmnjMUYOl4VypUUq6+aac4RzfNgMvPjWmGR3umZvgpLCAIvYzYTrgfT9Ldu36UV3c/0GqTQZgomULq/9kaSpSHS4fm8RmYonXfeeTofKPIhs979SCzpizt+Z1End5T337gDxMAIZiYhQCjegY3y7qPOhhJomHR2MZMusM2mTyL/RPu8frpkmRo8bJz1LJUtU0KVlHcJip2vpU20bPlX2ioQ14wZdB2eeMSc2telGeQvV7akzhf1IQww8A0Ck6wXnK9nE8DVImZ6wsABs7xglR/PgvY53vkbb6iii4l6AN97BIaFtSXaR2hH49u9TZ7DozILAwPXGMyiZDwCZgAJVqCQq6UdVUBm3x04eES3+fCu45uANvoycUmD9tcSMWQKNsM3FhT8bvd5afvGuq6BNe6goWOtuszMrs2b+3KFGYGoTzDrGAYEnbv3V8MH9041Sy7adpm5T9H0Ob227S6UmZCmHYQZ40bJjvr7rGQDIfStvYqf3yS3c/rZp4vku5fn8lwWM9TJaD+h/jXvKsqNPqZdMHD2ypQ39Sa0G8qVLaFn5OM5gsIe32n0v2FI1lUMFEa92DdoH9Get9u63+9mJKzsZZsy7W31evLsCmxHvx/tp0svuVj689/o9greLczeopBAJATSaoAiyYXHkECMCMAaHVbp6ESi84tp7HbrRnSOoNSFQKENqVi+jFYsogOzRvy8B3bisM0IXGsEEwRyQacM1ri1b6pmJT0oluo9nhuslb9QjsJlQy+xIA+UUWOnWMqSZk0bqQfubZjqQ4UP2iBR8EF5gOswFseB+ZjfGImGYraZWGNVk84N+OBDaGTmOx9YHdyqVSqIhXTrVIpudIymv/WumvT6TN0RmjhlhurZtZ05POgSrhkukA5hw/q363T2QEr4eNa8saruQAVaiZUXqy5c219//a07WY88dG/Q84TaueqrtXoKHNLdUvtG1bVTG+sQ06C3Kwzmi6V4KMW7sSbDFLuHHuuo84PrkgG9u1h5B1uB8gwdDHQgoXgy8uWa9WJdN0JfOywEPxbr0DvrpigVkQ7KZKN0h/KtT/dOaYKSIZ8+/YfrezZh0nR1vbj4COVOxZTBvoTSHZbg3cRauZK8J3ZZ/sVX2nod9wnpPvl0aVD3HVC44R2rXfMGmeFwm27EiVd6q1wYoHp5/Gu6A4ZnouUjTbW7HPs5oWjo2W+ItjKH4ur1GbPUky2b25OkWodyHc9dq0cfkLzqprI8/UbuAdxZgDOm206RdzLQKvv16bMs5THqi74yC8HEkcCJWj5yv2rd/lld36DDAgUJ6hM38ZOn2znC3R7Os4zGNdxnYGYK6hF0it0sThfI7AYjdW9Jq3g0+wKXGLg0luMYyOrfq3MqBTPSw+3DqHFT9EDT+Fff0IOFZqZS/Xq3Kvyhrqx398M6+9zyTYBP4HAEMzFGy/NoFLg1xB3V0x1apuqM4tkfNmqi+lTcGIWSaOr2wf2f1dl/KK5AoGyE1Lu9Vpr3A9vNdfYf/JK4V1qBTfp7ZP8O6o0R/BPN9w3v2Qy5txC83y2aNdbuQuzT2jH4COtiKA8jEXyv8FyYe4ZvKP7s3xjMCMNACe7vu3Pmq8eaN43I6h2DGij7fffcqZqLSw8zQIpO/kCZ1YNvNGTi5Dflu1MjVd2D7dE8Dzjer2tFW8Qo3aGMgVuHQIUtlJ0TxAId9ambYPB62pvv6d3gMqjfM2mmmM8UQ4Bx8r5CZsz60PE7+/Y7H1ptEihdUefaB7Rx7PsffqJne+F7Mnr866radVWswXvsNxLN84rBRdwjPEuwuO3e5Uk9wG3yxvLAfUe0H2oM6n/48adS79yShp09faTrmBqPb72p46pUKq9mTh2r62DUc2a2FgaUYCCB+nPw8HF6INj+7AeeH89QoGFKYJpY/t4jMwbgJsnMWsI7ZNpQ2hWgtKXNjBQMcsOQAN+Vmjdeq64VF2+h5HRfX6jyJdr+9cmzjcuWTlK85xKDokljX9QDoTA2uVAGts3zaGZ1jBFXoBhoMs++YYZ+FNpnqIdhzIP2Y5OGd0idUskkiXjpd7svVNs31nUN8n8puS4DFLiheqz5fam+i4/Kd/Cpbn31IOsu6Te/O2eeuAVrYDGMtl1mMoqmzxlO265scnuvpcygwfVAnpO+Egw5whU/v0lO5/a7TxfJdw/6CqOzuOeBVnpQF9890550KrcZZEe6MSMGpJoRj2cH/XwYJ2D5tRhW7N67L1V/1ynPUNv8fjcjYWXKCL2O3ZAEbvQebtbEqsOQDgY6/WSWCfp+FBKIhEBs5lFGUhIeQwIuBIxCHbvXiG9qu6zfmDJlv2Ky4h2WylckWyo7VY7rjGsajP4m+ya35xm43knclZgPmNkHazu44zACa/BAgXWlsWyqfdMNqvkD96RSuiM9lPpQHJuO1mtvzNLK1cC8zO9MsgIXGA9IkC1YC6ATZhSHsB56a/aHOilG/3t2bZ9K6Y4daARD+W+Ywle8UYrpA13+gVJuqbjxgDLfKCSMBRsOgRIISk6nTuGVVxSycrUHtbU2hrmyVaaKG7mtzk1mNdUSvvfRaW5U/zbV65n2qfbF4gcaKgP7PpOmEXKN+DlFGYzAsjxQxk9KUlxACQp3PEUK5Q9MIr7Xy8k9T2o0Q6mCQZBIpafwCFS6Iy9Y2fcUVx9G3njrPa3MMr8Dl1CSPPJQE33fi19dVHeocQ2mo4UGlbF0vVc6BvBRHygXizsi+Kc202ChAIZCL5igAdhYOmR2BR/S43146cXnrPcBLmfseUHhgoEV/c7I/er45KNWWnM+WLpCoW8ELhBCiV88Q50nVvvtvtHni59uJ4G14ufLvtS7cM9g8e5FYNH9drL7pfPFSnao1F12q26TR73bb5Z4GXfrnzgXBgb9Fkz7Nc8DfDVioBRlsgss6bt3aastXOzbA9djUbcHniO9fkf6fZs8baZVP6CD0lTieAS+k7AWekEGGfCdi0QwM8sI6kV8uwK/MZj1gqnPECgqYQUfqSA+BGKKmG8c8sEz0rlDKz3ojN/4zn7/409YtcSP58GPa8VAhxk0wjdp5JA+jopjzFhDTIdgghkE2bNdoJOAi5Nf13ukHkadCdknA6eBAiWaGZzBtwHlCVS64xjMcClZ/Cp9OBS3GAR2k0if1zfE4AAKPciTrR5Ko3THdhgyPC33Gs8xniW4x/FboDyGBSLiHwQKlNKmLYh9eNbvlYEgCNpb9sFPvVH+QX4zxD1Ahy7PqTsaNVeNmj6uekgQSy/fLpOHX8sNMqAAKVsmSRFrzxfXZZTu2A6XeQXkmw2BEjGYYPALxhRNHuT0/mCc0nvfejEaSRpAypnq1HhuMSPOtAWx8/4mDXUatAlflZlSgXLsjz/07E702WC1illw2ZPrlsC04fyORbsvVNs31nXNtBmz9cAEODS48xbthirwu4j3rfVjD1qo5smsUpQb4le7LJZ9TqvgPq/E4psUWMRY9Oki/e4Fls3tN+pY0waB0ZlTDBi4ihrcv7vu778k1u52IzO3fINtj8W7ifNFygrvLb77ELjPg5GgvQ7DdsyiHoI+awQDPjieQgJUvPMZiHsC8PNuxO6fDNuMJR2Uz6Uk8IcRo1iGj3dYwhrBdF3j2xe+7zClN5igk1jzxusckyCgqFHcYJq63Qc8DoBbGAg6cbDCcxOUAcHOIGgU2IPoBR5Tr25tPXU3cDt+Q2kJi00IOtVGIa83BPxzV92b9RY0xAIHMwKS6p8bt2xTmFJYXVxTGMEUcSNwZ+PkExz7zTR9rB+RoHh+yr5v9rtmh4ERuB1wK5frgRHsqCuBIQPdmphsbqia4pMdil+7wDLC+GuuVfN6cVOTVulu0tst5e3Bgc1+L8trr6kQ1I83rM6KiRIdAotHuD5wE0xTREA8J8FADVzWQPCONG5YzymZbX+SUh5WT8EGFeAapEkj97ywv36ymxI0oD4Qi2IjUKaNHNxHvT/zVTV6RH895d3ssy/RkTRySBRZwcRPnsHOE8t9GDQzU063bN2pLToCz7dCrH3N9F4EFgrs5AWmN78/+HiBdv+D3/Xr1bEGWMx++xJxIcwAzCfiosgoyexpolk37seQB5SrweTxh+8PtjsmdXvQE8ZoZ6TfNz07YukXulRQvMLizk0wEN64UdpBN7f09u2oD1+fOFysgcdoX9D2WVb2dPZ39siR4AN39uPs6/hOPypWg06CThZcZhg5GKDc9+Nb78e1YgaF6TjeKYH1grmDQoD1YPthbDB7+gT16tgheiaQuXb7EszgVg0ChZr9W49t+AaYNkl9URAFWrkijRHEykHwtsEDnk1j6GDSRPq8om0Gi08IZgHYBxtN3mZZSgYA4LYOslZmRxplldkf7RJW4bBYLe+geHfKu5CtTQA3QXaB4qKfxE9546331Z0Sm+W9N19R414apNucj7ftqj5fvsqePObrUMRi5h8GZ71I4WQjAxgTQIlnF7g9wIwKWPo3fqCNdnn0j7gCpMQHATOAVF7cUXgRKILxLYDAzVCgYB/cG7Zt1VzvwiAN3FFFK7Fo9wVr+8a6rsE7j5ldEPTxHri3kSsiDJZiZh8GxkcP628NjPvVLotln9P1oqLc4fc3KbA4sejTRfrdCyyb199wFYW+mJPAqG/cSwNTeR5wSudlW0zezQh1NphptnDRMl1sGC3cd09910uAziaU4YLrwdyR8ATOSngCBBD3BGCVDkUPOpSbtmzX03GN5YyxaC8r/kXtVmqwfjeWVuvEzzusYSFrbVPe7Qp9NwhXFi3stktvvzzXJdqNChqh6ExB8Wdkn7hXgZhp3sY/stlvX14sEcONHBLlLHxOO0kNl0EApIWrDghYXVGksOVSQ28M+CdbtiQrNWw2VqABSVL9LFnsKm1NXOyqpHJhWj/8vRkxU03Nb/vSrmz2oxNbwsZm1LjXtKIQAxeY5eBVIWgvnx/rdqv+wPzgKsnI77//blb10twz/CglvqaDPSNIg+cLHVQv9wzpA6ViuVKBm9L8rl3jBmswABYQUC47SbXrr3HljSl7puFWXnwiG4WqUz7YBp/1xrfgN/tTBsoC08O3dbABJaSvVbOa5XveWHDY84H1rX2AA88kfNrDlz5mrsAa0QiCGQcTP3kGO0+s98FFE9wCgcUCsXo31ufmvAsWf65XoWgz7pzMvmBL+710G8A0x2OA5ppK5XTjF/UpGv+wZvZLEMgLgkZzqHzxLuJ7gk6uk8Sibnc6T6y3Rfp9OyTKbdwjSCmJkWAGoN3KW64M6p233XaH3B6osMV9gX/hncnv7Oq1KTPhjOI5ZKYBCVBPw3+8m9jr8cBBIT+fh2iudZ+t7qwt9WAwQecSvkthXRpM7HUl0qGDCr/3O8UV13apL+2W7ggybhcYOhi5pVZ1s+q4RJtnlMxYCiYRP6+Hv7Nc8sHSPNR3FvcaCnL4AoahxqXiq9wvwSxNSJlk9xyh8rW3Ke3tBRwHd2qYiYi4O3AZBkFZMWun2aMd1NCXJurBjGADLPogH/4xitia1at6zi1nsiIWB8B1QU5p6xtBoPn80m6/skghsaAvrgNwm31cnn4CcPuJPk+50t4U7yjxhaJ8hwuag4e+1YZKTu4STb+imNQHTvsjvXI/233B2r6HYlzXoO1v2iVoL9lnyDixcXKB6le7zNRHsehzOl2LH9v8/iYFlskwwXa/+nSRfvcCyxbsN9pwsHKHW1gYLLZu303dLwZ85WT2khkwC3Z8NPv8fDcjZYX3CnoNCGIIhXqvvHhLiIYJjz1zCVDxfube2zPmyqAoQafMBPbYvHW7BDgrrS1yYZULCXSdgeBd6FjCbcFqsVqCLzmI3dWJsYrXO1z+yZkzRZHulORsmT6dInAEkySw/IKPQgg+xE2atUna4eFfKC3dpEC+pAEEp/0HkoONQvHQovXTTkkct6ERHErggsE+owDuaYwlG6aQY2qam9hd0hQpXNAtmeftVatU0j6g4XMXH8qZ4l4HfygjpqujY11JLD388IHstVA5L3S38DKDREl5pTwj+G0CxGJ98PDxWHgS+DCHYtvNAtQtk7x5crntsrbnyZ0SkDSYxbeZJm4daFs5eDBFeQ6/vqEEwYYxpS9J4ZqkIHU6Jp+H8ue+PGWgA50gJ8Gzu1JiBaz8cp0OXGfe1cC0ybrFwM3Wbz95WpmehhUo6eBbHR06uDOwK94x0GNmWCAgLyxGvQr8LRq53MNzkDtXyrNyQJ6hUApyk3eoJRSlxho3WJBkkw86kiivvfxmX6zqdpN/ei4j/b7ZLb7zijuZUOLlPQmVBzqDqPPx3mLAHVb3TpI0HOC0J/g2+CMOJufYvvUYgDISi+ch0ms9bLP2RxyEUOL1Xd4jgxwrVn6lvpD6Egp3M+gSmH9gfXkgebYheOW2fVcCj/P6O9LnFXWJEcTRwZ9XOXj4iM+K9/Cswu110O+//2EVG3X1x58s0QOEiLFiF7R97xT3XZNEMY8A4G0ea2bfHZP1SBSxdqOMwGB1mG1hBC4Avli11vzkMg4IbNi0RZfC6wAS+iWmPYZ1DOBdmOPsNFeC+AeQcBT6aTJx2eBXuy9Y2zfWdY2pU3GJXr69TijsdUo07bJY9jmdyu3HNsPPr29SYJli0aeL9LsXWLZQv9vKLPFuvV7QehN88/sOHKkPwYxC9KsRmLWyuD2FTsZv8evdjJTVIfnOG7H3Ic22wGWk715gPvydeASoeE+8e54hrxhKcmMJsUaia0Pxbny144KMf3dzcbBWhJXMqq/W6+CVaOjBmnPDxiRrVgQJdbMqN3mEv0zp8h/+1lnh5yXPo7/84pos6wXnue4zgxCuCVx2BE7xdUmWajOm0xmBxaN9toHZjiU+pib4LX5fUTR6xTuUzb27dVRTxMcwgrKhAQ/BuWD5iD9YT8MCvmPbx+U+F9X74+OflGcE5TkS4XOCAYffxHo+XEu2HDmCK5dQpksvuQQLLd99/4NZTbO84Hz3xpf9WbxMosGHEtzTi2R6OqwLf5DAPbg+JxdBOWwWcm55wnIDDUNYY2GAwi7aonvRZ2rCpBlW0GOzHyxhZQXrCydfuiadfeknT3u+6b2OGQlwF7VErCfhJ3qz+Hc2A22Lli63LEHuuOWmsIpmXEuBKf5CCXxIGrE/Q2ZbpEu7UiebR9+M+EY4Sazqdqdzxde2lLoLfriNZA1iJW6lucDdktykcVti8Hy6xJtA/JJAd25QHGPQ98cfj1rxVNzy8XM76hEjfj4P0V7rd98l1Xf6fXN5fk25sbwwhA9lBFEb+8pUbVVtPw71dZFCBTT7L1dv0EYQ9v1m/XCyazm4I8IAffqK7R6FcBkWrFy/iPs/v0RbhYuLPgSi9yp214P2+C/wgw/rYbwDqQf3k3KGSwAI2sDpoXgPVxGLstmvrXChgthEySAE1m9M8u/u1a2QttQWl08QzOJwsqJFG35HchyksqLo80v8bvcFa/ui/RSpeKlr7PnDYCUS8atdFmkbLZI+ZyTX6XRMrL9J6d2nS3uNKd+9tPuCbykrs1fgv3zcq9MUYrwYwYxg/CHguB7UFZe3j7e433XGsznOy9Lvd9PLOVPSpLCy9xURJDqUYOa1Me4MlZb7ScBOgIp3Ow2uxy2ByhXLio/HWbp82l2M+GKFAh6CqdnGnYvekPwPlPXodMD3KFxInBTlu/FTjJFbJ8We/fho1u2jrrfcXF18vN/nObtzxVopEsE50RDC6PSIwb09ZxEJBzS6jcDNj5sguKyZvoU0UIb7Iej4wx/vg00b6YEVuAfZLK5vdsp9hi96yG6ZKt752f7q+ee6pvLP68f5/crDbikPX7omUJ2X/ENZaDrlAcVOKPn1t9+sJF4U3VZi24q9bG7W5LbkelDMuG+AYtTtmfTi4xWWgH8mD8ZcmCPFpRLON1ksAE3UeljYV5WgjFXFlQ4G8owribXimsoo3m2GrfbiWuvpxdM6YQxX4EIGinfIJ+JuxijeF3ya5GYGiuhqN1QJqwSok+C/90/pUENpGmrquP1ZsdehYZ3UIXGuyy7VzxTqInvH1SGptemHH1IP2pgd9nKlV91uzh0vS/usAS+d7+9cWIa6HgyYP9NzkNq4OWnAHLOaakssDMxwQwBH+F6HTJr6lqV4T7FFD5W7P/v9eh78uFYos8Da6/v2dxCf2T/9/Itq1a6bVu6CFIIi1xJ3JjBygOs5o+xt17m3pXgPrC/BBs8HAifi+k6XKzj7PXqq3WMSJL6i55ufNYpBo8CTwCoc7VF7vIDANIG/7a4L7O0nzP6AZEsOgBt4nBkQg3UrlApOQa0Dj4nm97oNW/UggFdFLOp6xDSCQIGRL6/3mVTRlJPHRk/ADCBVD6M9YHdJ5WaAs2nrdt1fgCFPCXEr6Jf43e4LVq5Y1zX2/O1t9WBlCtyHPPxolyGf9OpzBl5DpL9NmWP1TUrvPl2kHNyOwyxTuHzDzHu46d20ZYdCbBHTbkafZ+Y7c9W38k3p0aVd2LOuA8+bnu9m4Lntv+19RXs/xJ7Gvo72jHH5ZN/OdRIIRYCK91CEuD8uCCB6NvyvwtJul7g5wfTu9RuSFO8VK6T4hbQXFu5GjCCAKCpKI178u5u0kSxh5WtGQ/HBCtcyOZJzIqgVGkH4A6tQSq5IzoFjwHGzfIyNwAecm3y5Zr21CzwqVyxv/fZjBVZ018jUN/xBoFhDHIAJk2eIn/LdeqBl3KtT1ZjhA/w4ne95GKs0ZAwrkEB/un6f8LA0psoHuV84H54fI3lzR9YZxrNo5Mh3KfmZbYFLKHmM6wh7oMTAdF5820PJYFwhmMB/yAeDb7CchcDiavCA7lZQUb0xgn/Si2cERQv7ECjULhOLc1i5LvnsC/Vky+YK9w5upSBQuoVrtZo/X27dwYNVCxrq+W2Ba50KaH/2gj0HTscG24aBOrg8gtUOrg+Dc8FiBcDyDs+kk5yOut2pHKdzW36byzN78HK3Mh1K9q/vtt9t++z3P7KU7mVkgLfPsx0dLSXdjk+P7X49D35cax5xxQXFu37fZMDLXg87sYCvfjcZNmqCpXRvVP82beHmNrPNLQ/TJoFbNNTLXtyOueUVzfb8+fJZh+P9T4/2mHVC2woMESBXX+ltFh7aWvYA50WLFtLH4x9z78773/+sbfaV/9m2Yxp9LBXv+N6i3QWf015llbiMMlJIgqyerkEZUwYuvRMwA0hen2PkDDdVRq4Qv/1OsiHZoKeYzGKytzVWfrVOzVuwRPf97pVA3vXEjZJXiUW7L9i5Y13X2PM31tvByuO0z692manfY93ndLqGSLeZMsfqm5TefbpIOYQ6Lp/MpMKfedfQHv54/iIJ5P2ejn3y2bJVak2djapKpcj79On9bga75jy5c1u7D9v6wNbGgBUMXNmNCgN28ycJuBLI7LqHO0ggjgigUV4+OTAkGvnopB79Jckyt5IEwnASBFQ1QbFgHW8s5JG2ok0p73RstNvgPw6NG4hupCZb4LrlCyuoYL7d3Y6zbzcffHwMYP0dSqBQQwc9XNmx62tr5gAax1fLoIiToBzGKgv777zj5pABS5zycdr2jwQ9cxJYSmMg4OVh/ZSxvAJ/L5bJTvnFelsBm4LaHtTT7bywfgt0t+CW1mn77r37nDan2mZ8bGJjpFZodqXplq07rUCrqU5k+7HR5roomLJoz9ff2I5yXjUDctiLhqORtRh8S37eH21+r6vS3VjLm+OCLdOLZ7Ay+LUPMwBuqV1dZwc3PV+sWi2BTpOs3bHx9jDdzOAY+3Ngv8fYFyhGeWO2B3sOTJpwlhi8haBewvcjmHzw0QLX3aejbnctzGnagbrVBAHdum2Xdk0UrCjvf7Qw2G7XffagqV06tnZVuofzzrqeLMIdfj0Pflyr3We7UfIGu6y9MivMSaDwXbc+SUkMhW1r8RHupnT/K0jbxrRJcA7MJAom8Gv/6mtvWlbQwdKGu69AclsMx22wBc92ywedahMTwi1NJNvNTMEsYtHrRRYtWW4FUkfMmoq24KNHj/6qs3CbHWbfbne15eW84aYxitizpP3lRfB8TXszaRAc6e9vfJeXw5gmTgiYugUD2l4EilkzixBusO68o47jYeuSFe9mFi3aBCNGv6ren/uJurPuzRIo+CptVBOOpWks2n2OhU/eGOu6xp4/ZoJBgRxM3vtgnsQyWpuqr+dXu8zU77Hucwa7vnD3mTLjuFh8k9K7Txfu9QdLj/vo9jyhzffAfQ2lLfCAlYXdAM/aGMZKer+bwYpm7+vCzU6oOmaPh750sPNxX+ISoOI9ce99hrvya8TdjJFZ7yUpTtDprVCujNmcZmkCqEI5sE2mS0EwTT6Ph0B/aTILc0ONZD+esJ6cOmN20KPhR7XZox1U6w7dLQvToAc47KxRraq1dcKk6akaWtaO5BUo1DCNvOnDbVMp1wLTOf02vjyxD0p3tw75ipWrtc9upMMU+CaN7sRq1PLO+x+re5s9EZQTlIgFCyRZuZ06eUqUbSmzHbwWwFhge00fSbpyZUtagxGz3v3I1coWeWNgpk377qph05ZqnDwvkci8T5Zqi0i3Y2G9umTpF3o3OkjXRGjNABcQFZIHymDp+MmnS91OqZXhU99819pf48ZrrfXAlX3fHFSfLUtyhxK4D7/RWHrD1qGvWf06K5k9UGy+vHms7YErG8Vyz0iocan04mnKE+nS67N86801FOpUyLyFS9XCxcv0OlwcRBKsuEa1FP7TZ77v2qjHSZZ+/oUVbLi4TDP34mdRF87jP00b19cBfJH8zVkfKDxLToIZSsYdkdN+bItF3e71HuH8x5N95WL9dMmD9zWwTj16/Gt6Npq1wbby+fJVapXN2tG2K+SqCcaHgfecQeI72DuA4Q8lhyxGyAR+PA9+XKu9voNlWrDOI+6LPf6K/SJh3WYGq6HMx/fUSTAD8WvbexRYX9a8MeX9nzrjnaCDxlC6o8z3NZc2yeLPnU4X8Ta4yYK7QgiUVVBEuQmYdev9grr7gZbq2T6DrRgybum9boeyGVbhEHsgN7fjoXR8XZhBMHvxmaeeSOWC7Xiy8YGprwPzsVuQGzdugWnwG/UdfPpOev2toO0Pp2PNNjPYbazwzXa3JeKGYPYRpHbNGyS+SGW3pFFt3yj+9Ie/PFG9/e6HEVsnov0yatxk3YY370S4hULdPn3me+qlMZOsgZRw80B6+PV/ceR4CXSc5GYokjz8YGKMM7zMQEQZERwXSj1I68cedPy2o5+E2cyQsqWK6/TPDxmlZycO7NNVLVv+pfRVliXlE1jR6KOc/4lFu8/5TElbY13XIH8zswQDhHPnfepaHPQZxkycquuxlm2fsdpffrXL0qvP6XqBEeyI9Tcpvft04SD49+S/qWb+24/Fs9Sucx/1wrAxQXUH9lgc0RiB4dzp/W7arzdwHbPgyki9A8GsOFj3u4n92+yWhttJwI0AFe9uZLg97gjYA6iikQYpWriApbh0KrBRvOMDYUZyK1d0V9Q75RHptkZ33W5N74WyeLF0NpwEbnA+mr9Y7zoinSC71ZpTerdt8Ilognbt2LlHlLPTrMau/RjMFHh5wmt6EzoVXqLa2483VlvY9seff9p3WeuwFhszIUk5DMurXt3aB71P1oEhVt6aNUe9LEoe+GDr1mugayfmhx9/liBNe3RuUMB7CeyIxHDRYwTBfMNRhpnjwlkiEGjzB+7RhyD+ADoaTv7lMDNhyIhxeoofZkcY/63hnAtpMVNg0NAxjtZ8aGwMeOElyyq8wV23puIR7rlaPfqgpcSFUmXbjqT7Yc8HyoixE15X3+xPUoJWlNkrxm2QPZ19fbSk3+NgqYl7NWT4OGtgAUF/K5QtZR1qd3NiHzyyEsgKLLne+2C+tcnEhLA2BKykJ8+AU4f8GcmzDFcQ5cokBTVDfAzUD5Dbb6kZ8nxOCUrLPbjhuiSlCqzeRox+xaqH7elxP8dOnGZtav1oilWNtTHKlUIF86mbxD84BO9QGxnkRHBmdDgg8DeM6ewtZUASFv92xZVOYPvHr7rdfo/WJscssZ0m1ao9LXxvnm65rc5NlusQTBlGx/6LVWt0/YX6CkoZvPfPPT8iKMtg12FmjaGeQNwBJ5n25jupBmFPh/W7H8+DH9cKN2L2ziM60aijAmXP1/sV6lE3ufjinAr+9CGY1YP3JVCgSOuP74XcGyN/yTfMLghgf1ONJOU7vi/PvzjaisFiT4fZd58kx5I4KYrvYlf759/ZnKe1fI/MOz1y9CQdA8bssy9hJIHvEdqLaDeatgOu98mnelp/05KV4vZjg63v2pPCMdS7jvdnwqQ3LOV08wfuVqi/7IKYRV7FLTYK6rlHWndWMyVwMQYbu3QfEFTp4na+dckz1vbKc2Vmorql3X/gsJoorgAhl8hz1rb1w25J02wPZ1Dtq7UbVIcufdQHH32qvy0vj5+SJr9QG9AWe7jVU+rdOfMlPszbqnP350Md4ri/Z78h6pUpb6r35HvzSJvOWrHjmDDIRszC6tlvqO4r9Oj7YlCFq1s2fjDB+24GOteKu89Qs2aXrfjSqrsx+OU2cw4B3fGOwYr+yqJFVO8Bw3UsiYfuv1tfzjHpa2AA8M7ba4flRjMW7T43vmZ7tHWNycdt2UraR6YuwzfW7o7KfgwMdEy/F+6czAwFv9pl6dXntF9TtOux/iald5/OC4+sWbPqZOgjbZYZyIEC14tPdOyujRM/lVlW0B24yecrVlm7Sha/ylofNmqi9W3sPWCYtT3Yyul4N4OV5yH5zhqZ9PpMZQYYzTYsUf+NFz5OfVB7Oq6TgBuBs9x2cDsJxBsBWEBimhga7kaMYt38DlxWFGt4NNYwQmkk1v7dzXkQfKzVI/ervoNe0o2ffi+MUitWrVVVKpeTTlQB8Z/6q8L08jlzU9waoINlOnomn3CWjz3cVMEfIgYm3n53rtqyfae6pVZ1dUXRwlKGf0UZvVtvN9Ooq11/jRVE0ct50DA2jW6kx8cHAwcVJdidEbAeIApk+JoF+w5PtNDuX8z+aJZ1b6stitFPdN7o4LV9qpe6S1zYVK1SSbsVgiuSdaLAWrR0hWWpBv+0XgWW+bAogaIBjZHeA4aKD7tyEkjuHOmE/yvncp4i6zV/p3R1b62l5ogrBrBct2GLeuyJrqqRKL2vvLKIQmC3b/YfUO9Ix88MJCAIaMO7vF+T/ZyYLgg/mo892UXVr3eLtmI+IQoG5D1HpvOaTjN8oN9dv6790LDXYSV9W50auqOIfDt27aMaN7pDlS5ZTNwAXSTWTXt1hwzXDIFVX6tHgitcUX4MqjzRqYdqcOetqpQ0/DAIsVPygjUUlBsQdDAeadZEr5t/EPPhldfe0p27qTPeFUXrr+qGqpWkTsmnrf4+XfK5lHVJqsEquEqat2CxuLkq7WillZ48zXV4XUb6LEPJbu4JzoV6rFbNal5PmyYd6qTVazZqC1oMMO6XYH+3iWX9VeLn+JdfftEdgbdmf2Ap5GC1awK7psksyg1PPt5cwUXDmnWbdHlGigUiBC6z7ArKB2VK7SqpR41/+8DT+lW357XNvIALDEyrx3sDZcbFF+VU111byTp1vjy5rfXZMpCLDjXcgKCeKlO6hG+Bq62ThFjBO9a3x1OqV/+hOi4EBjC6PzdEH2Xnqa11O7VS+P6FK9dWrqADpOM4WEz/8utv8s5WVufLbBzMzpktM99wL+2CwRTcnxuuu0bHWbHvi9W6H8+DX9faQuq9p5/tp5+PRUtWqP37D6mba1WTur6IOiYW6hhQfmfOPD2ojPrLKZYBvttQksGPK9oKT3Xrp26Vuhz+XPGe7Ny1R6xY31cI3GmXV8Vq+mYZ3Lr2morWZrz/X0i7B22SpRK8GTNNbql9o7z/RXQndpNYJWMGo1Hg3Sb1j91FmJVRlCtQXMNdBQZW0TZ5omMP/Z1FXYPgy999/4NaIDN8cM0Q3FMEcDeCJiRmThqxKw3MtmDLDcn+3TG4+c7787Rbr0LJs/Lsx8HiHgPImG2EdwxluKdB2m9x9mzZkgfQU9q29nwMT2xDwHInWbHyq1T1HlzZoX6Gm0avohWxcg9xXRhcHS/W8107tbYG3e35IFBfz75DFCzwr5b73/OZ9uEN7tva8fZ8ndYXJ8/cM/s+W/alat/mEfPT0xIDiahfjcAFAVwiGTdbZnuwJWaFrF6bUkdB+bVC3LjVv+OWYIel2bdI4q7YBYHQ0XYMR/xgYgaQcL+3izEFBqsRmN1J4Obk5XGv6f7XzTdVk76AO//1yYM3GGBG/XXv3XfKoF3SQDny7iYzPlo/2ixsA55YtPucrtW+Ldq6xp6X0zrqjfr16uh6BINn3XoNUqg3MVMAcY2OfPuduOdZYPXV0Kd8oEnDVFn51S6LdZ8zVaF9+hHrb1J69um8IIExnzFuGv7yK9L+rq6/CRhYrCd9avR5773nTsv4BboDfAvuku9l4cLSHhVlMwaLV0tf/3OZeQIpIN8Iexy9r/cdsL6PXuOJnI53MxgvGC7AMPMr6a/gG9VFBlrr3VZL+qxXq0tF/7RX9AsLpJ+JNpRb2ylY/txHAiBAxTufgwxFAIr2cBTv2bNnVVdeUVgHVsSFwvq6bJkUK9hYX3x1cf8y4Nxz1MAXx+ip+BhNxp+TtGjWWBpTtzrt8rwNStlxI59XfcRaBB9OdBTtnUV7RtdeU0Gikre1bwq5DkWUsQKGQuW8885VfQeOVJ07tBSuJbUCc8q0mdoCI6t8zHs80y6kBXPIk9oSIM8hA3toy2xYWUIR89obs/WfLZm12kgU1G4WNlaigJUGopA2riZg9Ys/CBovsVC8w3JlxOA+avDwsbpRg47deHEV5CRwkzR0UE8Fq4pIBB2fD2VqKq7JWJ0F5oNZJP37dFHZXTrrgemD/e7U7nHdSYV1IDqc00Th7SS4rt4SOLGoKB2DSR3xQX6uKESmTJul3hJ3IW85JEbHrXf3jqqsKCPtgrwffaiJZgtLRihg7NbtSIt78YikWSwDN3DDAGXR4OHjVZeOrRTcsARKevMMPH+o35E8y9WuqyIDPpO01TfyryYKTLu1dahzBu6HgmrMiAGqz/PDpe4+pDuD9sE7kx4uEzAw8+hD95pNvi/xPXihXzexPpyh3hIrT6OcMkp3KLqaNW2kHri3obbeNgXIItsDxY+6He8aZmaABxRY9kFYDIDYFe+1xCXD69Nn6+8IlKFQRBt5tvMT6a54x7nxTo2V782AwS/pzoopj+GJ+rqnzHYqcXWKBfPZZ3tvdkJRunL1Ou2qBjMSXntjlv4z58ES9/RxUe7CihlKSyiGnh8yWk2fXEzhe5heEu3z4Ne1lilVTA3u/6xuA6DzuFsGdPEXKA/d30gr5+HexUk6PfmYDlAOS3V895MGoSanSor7f9ONVdVEseaFoN7cKp1Su+IdBhNok/QdOELB0h4KALjCc5Ibb6iiOj75qNMuX7a1bdVcXSSDylPkOcI3AC6nlMJfakEg+L69ntLK4dR7Iv8Fq3A8j6OG9hVL7OfUkx17ilK9iTZauFDKtEMGM8Buxco1mjUUm1BMm9gUgWfOkT2btoh3c6Nn3460TlKy+NVaQW7qQaSBS8ZwFO9aESt+/p8Utr/9/rtW3vz081GpQxuowoXEwEQG3bdu3yHKil3azzcMGO5ucLuC8svNTaFTWcPdBmUJlMJGELweg4Ph1AkwEsB3yfBB3BEMiIYj+HYWlkEfu1snxCEKV8pIWUzwURxrZqaFk48fTMwA0hAJTj9eZmW8OHKCKKT2y+DejbqNjP4Z7jcG7/EsI4h5+zYtrPgxbuU1M2lhpPHnn3/LINjn2qVaHckX7TLch5wXZnc73HV7LNp9riez7Yh1XfPE4w8Jjxx6JgbaDnPnLdJ/tiLoVcxcGtj3GW20Zt/nV7ss1n1Oe5n9Wo/1Nyk9+3RemDSQQRrjngrf33GvvmEdBldfULzD0ApuWWHpjXYUjALtcWesA2QF35P+vTtbs+Ls+8JZP13vZrAy9uvZWQ0eMVbBaAGGhpilhD+74Ns8SN6phx7vZN/MdRLwRMB7D8hTdkxEArElgBFSWAtBYFWHhnEogbIeSlpI8WJXRGVRHupcTvvRCR0/apD2E4lAk4H+NtEIf+De+uIT2zlIrFOewbahczB6RH81QT6usDSDdZddoEC+T0a3EUjRHoDLnsZt3fjyxP4Sxa9UT4liFdYWvfoPsw5BpxXW1LBYuezSi63tfq3AGm7U0H6iQF6o5i9Yat1be/6wGn2sRVNVOYIgurB2BZd3xVrHzAxA3ufIQEOsBBYpz3XvJM/2x1oxjs4LGtNG0HmDhTcs3aNRiMNyHw2Lsa+8rjtFxpUIzoNp37ByfLJl86gbVKbcsJyEKx10+KAsRxA2o5RDGjwfeD8RvM/rTI9mTe/WMQM++PhT9bV0+MxsFhyPZ7Jt6xauFpNN5JmEpQYannZrTTyzRYsWUi3lmYEFJGZQwJfqTqk37PfBXJdZpjdPc16vy0ieZVh6InaDsSSGJVW0AgswKN/GT5om/pXXWS5skC8G8NAAbyY+w+0Ku2jP6XY8OkWPt7hfNW3SQNwf7dLKRViPI6BbCZlBgWcB8uNPR/USnVu3ZzPauh3KhF7PdNADAUvExz0Gp4zg2bILZjAM6vestijFtHzzXCKPWNZN9jI4raM+ekHKBQXtdvCU2TM5c+YQniX1YAB475POnpFwXKnh2mBVD8tJxG6wfzvR+SstSua2rR7Ws51wjyaICwtY3Z4uieZ58PNa0aYYPby/emnsZK3M/SM5ACrOUURcDtQVKy5Y3MJNgZtgQAPtlslTZ8pMoEVaSW/SQtkCF1KPPnSfOksGUv4Sq+A54grD/r00abHUbZLhA2TG0QwdcD3wHuGZaNa0oapV4wbLhYL9eL/Wcf0IEFdCgjTCp/mePd+k+h7hu19bLPYRD8LP4M54VzeLVXi166so+JIdNqiX6i+DVXCvBSWHESiiy0tslKfbP67jSAQbYM+RI0mZ/o+tzjD5YHn8xHHrZw6pO5wE3DEjETPq/vnnHz2oh2+e0yCz0/HYZhSx8G0MhVbmTJnVzHc+lBlufVMdgmfmrrp1FGY0uQ0mpDrA4UcYBu/aWhqzYj6VmQOoK6D4xkyNcBTv4PNUu8dkluhHWsmJtgyeoXDlqfYt9YAh3G81lHac00yHUHnCnRWC5C4TP+8YkL1TWIYrsCCPlgkGkKB4grFEz67tFVxMIB4MZmHZBTMaEMQe73QoC1jMKsBzB+nbo5Me6Bg1boo2EEFQVnxfMCgeqfjd7vNSjljXNcj/fmnDlClVQgY+p6vdu/dZcTlQPtRldWSmE4wIcL+cxK92WSz7nE7l9mNbrL9JaI+kR5/OCwvMSO/e5UndB7PHZcA7hfYZBM8T3pNKFcuJa62P9ew0024w50DfoL7M+kbbOZp+qMkPy9PxbtrPH7iOa+zRpZ20XQvpgdsDB49YA6/oh5eRfkI76WOiX0AhgUgIZBKLPud5ipHkxmNIgARCEkCn8+t9+1V26QzlzX15RFYcIU9iSwCrcAQtgtUmznepKDuhEI1EuvR43hoFh+9F/GFUGJ2agwcPqYvEGqiITE2LxkI23HJhqjwsmY4ePaoulE4tLDncLLzCzRsuZ8APViP40EbS6Qr3nEiPjgh868I1QB65Z7lzXxaxdRg6Rh+KkhoCa18TZA6/MSgD5TUs00J1jpA+WsGzgmB8P/38s/jxLKyVENHkiSy7kWYAAEAASURBVGm2sNC7+OKLtA/ccJ5r3FcEeMM0fDTCnY6FIvQ/+Q+DfF4kvXl6KZNJ4/VZhmVgk2ZttKINHbZpr470/bmHVduuPXtlACWHKAILRNWpNtfnZQmry/UbN+sOa7D0cA9wV+OkafHlRaE0dGDPYMmtfdHW7WCPWRZ4JoPVoVDk/SAzY/479Z+6UKwAzWCBVZB0WMFgxRfiMgEBB2++6cagZ4SfXzM4+/CD96gH72sUNL3TTlidQrn/rbgEyXN5Lq1sd0oHflAGx9Ka1um8TtsifR78vFYMTMLK7Ycff1LFZeZBsOfK6RqwDfcaQTgxNR3KGrc8MBsOdWWoAX0MoMDVGL6necWFEgZg0+vbar9GfI/27T+kvvvuO2kXXSplyRVyNhkCdUJh3uDOW/Sgjz0/t3UYfrRu/6zq9nSbVO8KrO53SNvsyJFvNdPSJYtr60O3fOzbX3vjbVHmztaWrFPGpxg+mDTmncPA5rtvTgh5XTiu8YNtRKlbMahLEJO/WXbr84J2Z/TGpJfMJr00A3FgnF/cucEYIlJBcM5XxU0c2mFzZ08JOxsomx58tIOONWQPCBl2RmfQAZEwwXcH30XMTOncoZVFA/XVN/Ie7d77tR4ERoyGcIxu4Hu+a4+BehD+w1mT9BIznHDP9KzDAc+qSsnuLFEHRdO+j0W7zwIRZCWSuiZIdml24d7AYOfwkSO6LoOBkonTkSaxywa/2mV+9jldiur75lh/k/zs00Vz8ejT/Cgzks6SgRkMArsNaOHbhIDvaDeclKCs+E7nlnaXW3qUCbPiWkmMJAzuvzJmSNjFPF3vZrCCoi+wXVz0XpRTdBtyXaejnRKsfNyX8QjQ4j3j3TOWOIMTgDLLzQIhFpcGS0m7sjXSc6DzDUtLI7AQhaCTfaVYC+PvdAh8reEvFoIpePhLb8H03Fj5ubZfCyzU8JdegmcFHfBoOuH2ssKVRaTPNt4L/AUTWD+EI+nNM5yyeX2WMesC7zoEPvpj0dDElPFQQXTDuTYvaZ9+tr/2U4m05cuWUggM5iaw+DECX9ReJdq6HYN7XixpYKWUnu9t4PWjk/pwy046JgSUIDdUvSZoJx8WtUauFF/jkQieQwwOhhogDFfZEElZvB4T6fPg57ViQLFwwfz6z2u5A9Ohs10gf57AzWl+B7PQtieGtZw9Lox9X3qu43sEd0/48yrLJO4HpFCB/F4PsazCMQvELlCKI04J/sKVG8QlGBTvP/6YNDMn8HjEQoEgYLmX+wLjBbi5w7PiVYwlPxSxgQLFazjK18DjnX4bly9O+4Jt27Rlu95dKIxrC5bfmbAvEibGrVCgmxvUVxiQw18kgjgPEMxIxjsBgVIwe9asWvH+pxhYQKDY6y0xRWZMeVn/juSfWLT7vJQjkrrGS74mDdoE0dwD5ONXu8yvPqe5tvRYxvqblF59ulCs0KfJ4zIDwn4s3sNwn6flMhsHUjDCevZ0vZv26w5ch5FBJDPnA/PhbxIwBDKbFS5JgARIIBgBjPqaQFP4KJcoFn5nMVj+3EcCJHB6CWAa+kzxfQ6BsiaS6eyn9wrcz35dlYrWTsTAOCCzHZwEwalnzJyjd6Ejet/ddzklS+ht6KSWFJdMEFgg9pCAibBMDBQo5qbOmC2zDJICKFcQNxrXVi4fmIy/SSDuCcAq97EnuyooCTH4A9+4XgXuOeCaw09FNAYLMBiCWQZw7xQoayQYHqRGtbRK8cC0+L1pyza9uaqtnnRKZ99mFLEISpcuEuH8bCiZwT8SFy/pcl2n4SSRMLHcCvkcJ2tj8sBIuYC4PMf+TFK4Xy6WtpCly1Yqe8DV04CNpyQBEggggJl9XXsOFHeA72pDPLiZpZAACTgToMW7MxduJQESCCCwbkNSRw6br76qiArXGjggO/4kARKIAwJQiq5avV67a1q9ZoPlc7hh/Vt98+MYB5ep/VovXLJM/JDv0Zadj7R+WpRn1WQA8Qp9nZh6v1Fm9KwSH/RG2rV+WAfvNL+5TCEA/94ICovpwQikd9/DT6q6t9ykraRgAXnw0Lc6oJcJ7AmLL8QEoZBARiSwXp7xPRKktmyZEqpT28eCzvCwX5+2Cpf3pLqDVbg9XSTrPSU+RPune6sxE19Xwwb2stwArF2/Sb97JcWSHnWcF1m6bJWetRjO4MAGGVCAwL+737JN6um///lb/S0Del9JoD/IcXF/8O6ceeK6Jo92JQUL9lBuRzAg+JV812pIEGBKEoFImazftE0HUL30kot8Q4nZdTvkXkMCLemrXlNBLRQf/ehrYDbGJ+JLHvGdKCRAAvFD4MChw7qOxQy/9hIz5HTNfo8fIiwJCbgToOLdnQ33kAAJ2AisWZeieC9bKsnNjG03V0mABDIgAfhufmvWB6lKfk2lcuohCWJ7Jgl8Tw99vqf4Gh+qA8eiwz9vwRL9F3idcPfyxOPNVPVqVNYEsjG/YW07ckgfhbgf333/ow6sOePtpJkCJo1ZXnVFYdVRlJXp6WLNnJtLEvCDQP16t6p777nL1b+92zkw8IT4GogV4bfA6r13d/Fd3neoeqJjdx10E76x50nQ+coVy6hnnnrCCp4X7NyLlizXwdYRSDQcWb9xq1bEXiIxVvyW54eMkrg9v4oFZWaVKXMmS8H+2vRZ6tTJU1oJ373zkzpgbbBzj31lqvr119/V7XVuCpYsofZFwgSxImAlX6Patb6y+kliM/1z/Lj+NphZVOYEjerfLrFg9qnufQbLbNu/deyBcILjmny4JAESiB0BzH5/6/UxrnF3Yndm5kwCGY8AFe8Z756xxCSQbgRgZbJXAsHuk4CYW7bttM6LaOeYeg3/sWVECW/8MloJuBI3BBBkqXSpYro8WcVnJoUE7AQuOP88rdSAD9LcMh2/zk3VxLd7zZABEu15ZJR1+P8eMqC7Wiuzd2A5uWPnXvWzBJqCUgGWkwUK5NW+3+9v0kAhfgAlOAEEJX79lRFq8dLl6sN5iyS42yGtgIfF+2WXXCw884hrmQrqrjvqeFIABj8b95LA6SMQqZXvhk1JbpYC/bv7dSXwPzvn7VfVJpmts0EU4QhWPf6lgZ79bf/401E1cswkValCGVX31lqeixUrRawpwFSpV6KVVavX6cDyjzzUxDOPaM8Z78dHymS3KMAxgBRolR7t9SJWyfhRg7TiPTAg9tUSX2XyuBfVnq/3Kyjc0VahkAAJxBcBtJXZXo6ve8LSxC+BTDLlLEKvefF7USwZCZCAPwReGD5WzRfrqWCC6OWI9k0hARIggYxGAJbvf4k1HYIoUaInYOKAwLUMhQQSnQDiH+w/cFi9PnF4XKJ4YdgYhYCxk8a+GJbFIiyRW7Z9RvXo0jYu/W4jEOv9LdqpC2X20stD+3LgT56+aJjMeneuuDSaqt6eNk5dfNGFcfkss1AkQAIkQAIkEM8EqHiP57vDspHAaSaw5PMvxFfvEfGxeI62bkdxTp48qf7FnyiszhPlyj0N71CwcKSQAAmQAAmQAAmQAAkkEZg771OVR2adpVsA0jDBHzh4WB0/fkIVLVIwrCMRE2P5F19J7IzacWuJDF/3VxQpzDgdtjsbKZPV6zaqH374Sc+Gs2XHVRIgARIgARIgAY8EqHj3CIrJSIAESIAESIAESIAESIAESIAESIAESIAESIAESIAESMALgcxeEjENCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjQMW7N05MRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAKeCFDx7gkTE5EACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjQMW7N05MRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAKeCFDx7gkTE5EACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjQMW7N05MRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAKeCFDx7gkTE5EACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjQMW7N05MRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAKeCFDx7gkTE5EACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjQMW7N05MRQIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAKeCFDx7gkTE5EACZAACZAACZAACZAACZAACZAACZAACZAACZAACZCANwJUvHvjxFQkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIk4IkAFe+eMDERCZAACZAACZAACZAACZAACZAACZAACZAACZAACZAACXgjcJa3ZExFAiRAAiRAAiRAAiRAAiRgJ/DlmvVq6ecr9aZK5UurmtWvt+/mOgmQAAkkHIFTp06pw99+rw4eOqLUf6dUmdIl1PnnnefI4cefflb7DxxSf//9jypapJDKddkljum4kQRIwF8CU2fMVt9+94PO9P4mDVSe3Ln8PQFzIwESsAhQ8W6h4AoJkAAJkAAJnBkE/v33pKrb8CF9MbmlIT1l/NBUFzbj7ffVlKlv623Vq12rnu38ZKr9/JGxCKTH/WzR+ml16NC3GsyHsyers88+O2JIfuYVcSF8OPDAwcOq38CR6o8//1KXXXqxatniASvXkWNeVR/NW6x/D3iui6pUvoy1Dyu3y/t5Ut5TyCtjBqv8+fLodfyz+LMVatCLY/TvJnfXUy2aNbH2xcuKn/fQz7zihY8pR4euz6lt23bpn29MHqUuuTin2cUlCZxxBP777z/18SeL1YRJ09Vvvx+zrm/cSwPVVVcUtn5jZdOWHWrYqInqm/0Hre2tH3tA3dPgDut3tCvB6tlo806v47du36U6dnlOny5nzhzqzddGp9epY3qeM7nejyk4HzOvVKGsat+5t0KfYeeuvWrUsH7qf+ee6+MZmBUJkIAhQMW7IcElCZAACZAACZxBBE78+6++mpMnk5R79kuDNVqw/fa0ka7PmfuJ2rp9tz784Qcb04otUpAejkuP+4mOmXlmPBQpaBI/8wp6ohju/Ouvv1Wv/sO00j1LliyqR9d2Knv2rNYZT55Mecf+O/Wftd2s/CvvJzhARFeVSpDesD4p72o8ip/30M+84o0VBlfMvZQ7HW/FY3lIwFcCGAR+ZcqbIfPcvG2n6tClj9R9sX0ngtWzIQsZJwlOCSNTh5w4kdSui1XRXh4/RR079qc655yzVae2j8XqNDrfM7ne9wouPXk7lan41VeoR5vfp8a9Mk3t+Xq/enHkeNWjSzunpNxGAiQQJQEq3qMEyMNJgARIgARIgATSEti4ZbtatGSF3tHwrtuoeE+LiFsyMIFR46ZYlpqNG92hSpW4OgNfDYtOAiRAAtERgMuYqdPf0ZlkypRJVShXSt1U/TrtviJvnstTZT7y5VcspXuRQvlVrRrXqxJSh15+2aWp0vFH+hKA27Sffv5FuwWKteI9fa8sPs8WD7zvaVBXrVi5Rm3cvE232SuWK61uq1MzPoGxVCSQgQlQ8Z6Bbx6LTgIkQAIkQAKRELj+2srq8lxJHdxc7OhGgjCujuH9TN/bse+bg+qThUv1SeG3uEmjemEXoNtTbRQsGSEX0/1I2Px4AAmQQHwR2Lx1h/rn+HFdqJrVq7pazh795TdtXYuE8Oc+7qVB6qyzssTkYs6EejZ/3tyqe5ckd4DnnnNOTDgx08QlgEGy5g/crTo9009DmCxuKGvVuEHPekhcKrxyEvCfABXv/jNljiRAAiRAAiQQ1wQKFcyn8Ec5MwjwfqbvfZw09S1LaV6/Xh2VPVuKixmvJWEQVq+kmI4ESCAjEEDMCyPly5Q0q2mW9nSYKRQrpTtOfCbUszmyZ9OK0DQguYEEfCJQTt7X0qWKqU2btyvMXHl/7nxfYy34VExmQwIZmkDmDF16Fj4hCcCX7a+//R702o/98adCuowmx4+fUH9I2YOJPVhRsHTcF/8EMur9hpVmer9f6XW+9DqPeTrBMlofp+lZZpwr2vKaa/eyTM9r81KeaNIYf97R5OH3sX6WKT3uVbTnMH5yo+G4a88+tWzFVzoL+MFt3DB8a/dozh/tsdEy9Hr+9DiPX+fwIx/Ui2YGg1dG0aTzo8zhnj/ac0bz/p2Odke4fJzS+/GNd8rXyzbcr2i+1+Ey//3YH1axgg1GHjuWEnQ1WwSDltE+h1YhQ6z4cR4/8ghRzJC707MMfrYpQl5YkATpec32YpyO990pjpO9TF7XH2jSwEo6/a33rdkr1kaukAAJREWAFu9R4ePB6Ung8Lffq7nzPlXzPlmijv7yq8p9+WWqcsWy6t6777RcJnw0f5Ga8fYcdejwt+rss85SN95QRT3ZqrmCtUA8C4IMzf14oVry2Up1/MQJdWXRQqpK5fLqfvkIomOPzsqESW9o32u49gsuOF/dXf929eB9DVXmzBw/i+d761S2jHi/Dxw6ot6aNUdt2rJDffvdD9KZOyVThC9VBQvkk+e0vkKAHifBQFHfgSP0roIF8qq2rR7Wg0sfyPP+1ZoNYllxVN1a+0Z1X+P6aQ5f+eVatfKrdWr7jt1q7779YlWaTRUtUlCVLH6laiyuHf537rlpjgm14YVhY9QPP/6skw3q201lzpJZzV+wRK3buEVt2rRdHf31V3n/Cutz1LjxOlXsqqKuWabJK3MmeYe/UAuXLFdHpL7Kl/dy1a/n/9k7DzCria+Nz2f3b8eKCCJYEFGqdKQXQRRBFBBBUUBAEaRJ7x0EBKkqCAJKB5FeVIr0KkgXEURs2Hv5zju7E+Zmc3vusrDveZ7d5CaTycwvyZQzZ860TnE9FjBa8f5q9cneg2rf/kP6fLZsWfR3X/PhB5zyLMWF1oG9ct3KD9aoXbJ46f4Dh9SVV1yu7sl1p8qb+y5VsVxJK6T3LvI7+e3Z+iR8sFauWMY7oBzdsm2nWrNuk8I9Dx06Isqlf7XPVtyrds2H1DVXZ3CuPXT4czVy7Jv696eyb2Toq69pn6Hm96A+ncxuwPbHH39W8xctEzYH1N59h9T38jyyZc2i7pDnUKhAblVUXOQEE6884TnMmrtQ7dl3UA/YtmjWQPzO3h0sCgVL5t2f7NfnUb7mvjtn0LA4MXveIs0G+9UfrJgifVu2f6xmzlmgDskz//rrb9UFF16gbpS6K+edt0v5XUNde80pdojDSLTfjVfeTVz2FoqRWXMXqDUfbVJfHP9K/fb77/L8rlI3iv/dqpXKinVgUYVpx5EIOpixfjuRxI8w6FAuWLxS7dy9R30i7/rx4ydUxozX63KgUIE8Yf2QmuuXrlyljkkZBhcHqD8zSRwlSxRWlcqXUlddeUWkydHhVsh3ZwRWYvaCquZ4JFt3+RGL1SfKxxmz39O3wwKvzzd5St3k8qWMk4koS915TI33AcqUhUvkfZB6aM++A+rosS91WxD1z13yTVWuVEa3/dxpc//2Kx7UXwuXrFC7pMz4ZM9+reTMdVcOlVssB++vUCbmdwPp9fqmDx85KnXHGrVdfPHukfojg7y7d+a4Vd0t93zg/rLq/PPPd2dV//aKK5Ky0Xw/p+v7Q7vjramzdN2Dbx8LDaO8ukuspCuVL6nuzZc7RX6haG7Tsbc+niHDlapD6yQXHSkCyoEPV69T8xYs06eqPVBBFS9aMCCY+xs9JxXr+ICERPEjmvraK9po23owFura+2Ud1TH5Ho28OXmGWM0uNT9V3x4vqaHi1/3EV9+oH3740Tm+5qON6sjnx5zfWOjR3e6K5z10P0O7nPX6LtAuW7riQylj9ii0Ya6V9g3aZ/Ufr6luv/UWJ53BduJJa7A4vdoDdljUAagLIA2fqqPuuC2b+mDVR2rt+i06H2jzwsd+rpy3q6fr15Y673L7cp3fxcs+1MfQBoP8/scfqnWHXnof/7LdkkU1bVjP+W12/GxTmDjtLQyUhowY57Tb75GytV6dR+wgeh8Gee8uWKrbeigbf/zpJ5VV+ifZpT9dSdrE4dpyKSKM4kC0bXq8X7HyRrLwzc1Lzuv+A5/qbyrDVVeozDdlUtUeKK9KFCsUcTvOzmb+vHerS6V9BONF8Ny8ZYe0aQvYQbhPAiQQBwEq3uOAx0tTj8DmrTtUh24D1XXXXi1KpfvU1Rmu0sqtedKog/Ju2MDu6u0Zc0WhsEh3pGvXfFB9vHufWiQKte9Ofq8G9+2ceomN8k6Tps5U8KeGKV5QYEKptXDx+2qSdDZgWdehzXOqfZd+sv+pVnJdccVl0lnYoNCoRScAyhvKmUPgTHzeb06erhfMgmLFFgxw4W+tKGUfebiyZ6P8r7/+FsXtx/qy337/Q/0ufy3bdVcHDn3mRPXNdyedfexgoGnU2IlqzvwlAcfxLX+3+Xv9za+UQaqu7VtE7S4FCpKj0pmH/PnXn2rgwDHSQVkXcJ9dMhCGv9nzFqsWzz0dVLlnx4WBiJeHv6GVhCayc+X7dAuURsNGvqHQmbDlY1Ek4W/p8lWqbctnUygA7LAo14YMf01zMse/EqXuspWr9d/6TdtUu5ZNzCnP7UlZPMs8Fyi1vQSWS+PGT1HTkxV7dhj4uMbf/IUrVPMmT6oqorSF/CSWbCZeOzw6QuEEA1K9+g1TyIst+6Rjgb93RUFSUZQtLzRt4Dno4s4TlFTPt+oSMIso3IwiKC3fmjpb3x4K2VCdNSh4ps2cr058/Y06R5TVL4nPbiPwc9utzxC1fkNSZ9gcx/uPwQn84Vm3a9VElSpRxJx2ttF+N+68OxFZO1C+9uo/XP3622/WUaU7tOiYb9+xW82Wb26wDIpgwDeU4BvtM+jVmL+dUHGbc/jee/Qdphf8MsewNeXOh6vXi2Jhs3wvTdRll15iB9H7eI/aduotSp1T7g9wAu+AeaemTpurWjVvKEr4lM8gRYTJBz6SexopfG8esxv11l1+KHVuVHFAadRNFF4oS6B079zu+RRK90SWpXZiU+N9gJK7Z/9heiq8fW/zPqD8W7z8A6kXWoZcyNmveDAQ2bnHQD14bKdHD3LIt7Zw6QdqUJ+O9qmo9t3fNJTtnboNUL/8eur7RdmDv/elDlvxwVrVQwZ63Uo13NQdVyRl4+n+/qZMm6PbxlBk2oLv+ivJ60r5K1o4v2rboknAAAdaKaYOgoFOKPlSlMAmbNFC+VMEdX+jqVXHp0hIBAdiqa/d0cbS1sO3bxja8aGOUwp/SYLBrt0yePqZ1Mu2oO4xxhA4/sOPp5Ty+B3ve+h+hnY56/4uoKzuM2ik+ksMoIyYbwx9zaaN6olis6I5lWIbb1pTRJh8wN0ecIc7Ii5+zDOAscLo1yapabOSBmRNWAxu4A+LaHbv1EoG6+4wp7ShiLneHMTzso/97foOEc7PNoW5r73FO412FO4DySVphnGKW2Co0V3CuduO6Gfgb6kMKjxRp7ruL/ttrBZLmx6DnjZb5CcS3giHegfGTIjDFiyIi79t0i5Am76/GBZFaxQANjBoXCkGRBC0r6h4tylznwTiI0DFe3z8eHUqEIAypnPPwaqkWK+/KB1kY+VaRax7qtdupCufxs+305ZszRrXUzUeqqw+k8YFlPKQrdt36coYSvu0JjPF8hBKd5Nuk77cYkXXsm133dio37CFKLN+UcMH99RWDOj0m4brIunYUfFuqKX97Zn4vNERe3PyTAcuFsIqKJbHF8uCgrvFwg/KYsiM2QtUnrvvTGHx61woO1BO9xrwSoDS3T6PfSgmX2zfU1u54zdmqxQrUkBluelG3ajcvnO3VprhG2jaoqN6Y/SgiCzEEZdbOvcYpMuHiy++SKzFc4hFz83SAfxWW9ZCmYMO5cChY9TxE1+pBk885r484Pc7M98NULoHnEz+8cqo8WrOu4v1L1hdFStyr8ouVkToXOzdf1Ct37hNW5p06fWy6tL+BU+F7IS3pquJU049jxvFcjenzAC49pqrxar6M1FS7pGBufXqJ5lpEI9AcdyyXQ/nOUARC6tKWFJB4Yz7YHACHdSXZRDg/PPPUxXKlhQF6KUKVjMQWIuhIwq5M8dtYvF+kd73+rdYFqocNGystnA24fFMrpFB1r1i0b9p8w6xfv9RLKw/UPvEEn5I/64hOxWwqOsIJZUoWaOR+4oVloGR8eq3337Xlux4Hy+66ELPKDC4i045JH++ux3Lf3SgcG/TsYIF+a0yUyNvnlzqzz/+VBvFigjvFxgPfmWcZnP9tdd43gMHI/lugl6cfAJKg67yXuGdhkBRnU+eEwYa0GmHBTzSvUsWxxs3YYpq1qh+8pXeGz+/Ha87fPrZ56pNh97O+5Ml842qQL57ZPD9GmF3XOrGrVpZg3S3PN5NjR3RP2D2F5TRXXsNdpTusPYrLLPIYLWH9xbtAnRcYdnVXZT7veT9DTWbwqQRz81W5BcskNecStUtyt5O3QdqpTs6y1h4777ihQPScKaWpQGZSP4B5UlbsWJGGQBBuZc/by6xaMws7+8x+dZ2KfiNxgBfo+faaevanFLmuMWveGBd2r33EGcqPuopWGFnlVldeK9gLQslV/PWXWOyPHSnG/XerDkL9f0wywyzvuCiAzOmMEMHZQne66YtOqjB/broWTXuOMzvSMrG0/39wRL9tQlv6yRjMck8uXPKjKc8etAB5Sryim8cSsR2Xfqq4YN6JNRPOBKSWnW8eU7RbGOtr+17xNrWw+xiU+cfPXrcqRMxOxEz8YygnMJ7ixkLeAfxLULQN8ss7TsjV1x+6pp430MTZyRbuA97W2ZMo32DAZtbZKYdrH4xoxDvGtppI8UgJL/MmLPTa+JOzbSae3ptR417S5c94H2LrOOD2WxfyGwRzLpD3lCGDhgySred8ewgN96A8jSp3bZj5ye6nYDrMavRCNqqtvjdprDjxj4MffoMHO4o3TGjqZ/MmkB73ZblMnt0wMujnbZN7ntyqruk7L/kfxerT6WfsHrNRm29j34MZry1aPa0fXlc+7G26WPhjYRilmu/waOcvJpZDJky3qD7KWj7Y2B2r8zwbNOxlxoyoGvATNNIMltIjAmM4h3tLLwzkc6CjCR+hiGB9EyAivf0/PTPgLyjU9xZOpfo1LR6oZGyV3OHAj7H7bfq0V1UpmjkPfzg/TpX4ydN08o5/IAlmFHWh8pyalcuUFyNHDtJlGuF9WCBnTYouNDogSIEeatWtaJWeKEhAuUU3M1AMCUsnCAOxEU5vQQS+bwxtRiWCT/88JOeXnmeNKZ7d20bd4ahQHjr7Tk6HjS8+vV8KcXU7mmicB79+mQdZuqM+SGVV3Adgu8MFnlNnnlC3SNuPOBqA51GI9Nmvesoe4sUyqetWW1XUfgGprwzW70xcZpuTI+bMFUsPZuby6PaQvmGqcNdOrQMUFQgjePfmiauWObo9E6RbfnSJTw7W+aGGECDMr2ezEApIYOEmTNl1J01cx6KE6N0v0nOdev4orhQyWxO6+2GzdtUt15DdL7GvjFFFZMpnrbrgKOi9Hsr2T0MLsAMmafqPaatrU1EcMnVU6xhkLd4ZPqs+c5zQCe0h1hIoYy1Ze78Jdp6H7xeHTNRlShaSOdpYO8kK08Msqx4f62+BFbqwaZpo3M7YsybWumOsqrx03VSWDXBkqdzz4FasYYO7sSpM9RzjZ+0kxOwv1BckiFduOczT9WW8jO7VvyjPAwlULLDRRkU/FBcrv5ogyonz95L0OEzgqnMRuAKwijdYTU/+pW+AS5l0IHv3neIVnZjYOC9hctVA3mOwSSS7ybYtTiOb2b46AlOZ61enRoyVbtGQL0Aq8AWbbvpZ4CZHg2frBPS6t3Pb8cr7cNHTXCU7khr3VrVAxRr6Fz2G/yqZgjLyvcWrVBVK5dzolq/cYu2DMMBzJJr9+Kp2Qj3Vyitw9mKpsUy+yASxfuuT5IGGhEBlEpQAKe2QGH1Uue+enAI30vHNs08B+nO1LLUiydmCRmle5lSRVWbFs8GtAcxoDTs1df14CcMFeDSYvTwfgFlI+L1Ix5YYA+XQVRTbxUUhTDqILgwMoKyY6ikZ8nyJPcN5nisWyjXUb88+0xdKRurBChCYGiCQRgMCsGNxwRp/2KmZDCJpGw83d+fGexH233k0N4BM9vgghGWrc1bd9HbT8UN3YFDh1O4JwmW/1iPp0YdH2vaYq2vjRIznrYe3ntT548cN1EbYSAf9cRVG1xe2NL6hcb6J2ZJdhLDBwgMK+CC0EvifQ+94gx2DAN3UNairVKuzKk6H+2uTt0H6AFX1N3oX3aR2ZZuSc20uu9t/8aAHwYG2rduFvBNoH3Zvc9QXW+grFgorlkfrFJBX4r8mjzXrPusNnLBt2eeqx0/9hPRprDvgbbbIDF6wUweCAw3+vdqn0KJDB0BuKP8R3oxAA2DFls+r31cz0zCgPl8aWuhPw0XNPFKPG36aHkjrcjrK8l5xe/HHqkq7bTaAe24Z6Td1qp9Dz0bdb/MmIcrRJSX0cidOW53gsNw5ri4FoV7RAoJkED8BKiNi58hY0gggbenz9UWB88+/XhAJ8vc8ruTp1xUVBULeEz3h3whjQoj+fKE98GKaWoNm7VVUCSllowdP1ldIP44Gz9dN8UtYQ1iK4geEt+TkJ9/+kUUq6csWaG09xL44O4pLhseq9dUVaj6uKpd/znVRaz/UBFTTg+BRD5vKCLhOgHWDhvFMhjWOX4IrF8vvyzJhQP8x3r5U61Z/QFnDYXDko5QgsY0FO2vjRyoG/mwdIJC3wyMYUDpHXHdAcmS+UZRZrzgxG3ixTcOJRysXyHwqY68xyJY/GuguNVwNyqRJli41xT3ORB0Mia/kzQAEew+KHkG9ems6kpn8+bMmXRj2LaUHiNrNEAweNi9U0qlO84VzJ9Hrk9qJOMbnjM/yToe5yCTZcDBlAtw7fN0/VpOmZcUApZL1+k8hVrYzIQNtkVjG2tlQJDeYQO7pVC64xzKJVghQaDsgq/WWGTilBmOZXot6Ux4TSW+Wnz1wi+8mTqLGU3oPAYTvGuFCuZVI17upQrkvUdbeGMQ1h7ICHatrURftnKNZzAo34yLIgyAFitS0Am3R2YvmGf/3LP1A5TuCAQF2lPWDIqkKfnO5Sl2wn03KS5wHTAzpHAYgz34ftyDsbBEhNsGCN4xWMGHEj+/Hfd9YE2M6dKQcmWKqyfr1gxQuuM4FCRQphu3GnC9Bp+0RnZLnW4Evra9BD570QmvUe1+1eWlF7yCpDiGASAj8Kma2gLlASy/0QnHM2zfuqn45S+WIhlnclnqzsyqNev1TAwcR3nTqW3zFO1BWG5CqWesNjE4sUz86NriVzxwaQNFJQQzgPp0bxegdMdxfP9wPWVbjOJ4PAIFyqNS37qtD1HfvDKou1PmwOVMPGXj6f7+4ArLlFnwX59VrHbdgrbDgF4d9cDqK2Lt7vYJ7g7vx+/UqONjSacf9bXfbb1Y8uG+xo/30B1nuN+YVW0U0CYsZoU1l7UzjMDVh1tOR1rdaTC/0Z6GP333N4H2Jeo6I3vEECZWMd8nrverTWGnZcSYCdpVLI7luONW+dY7pFC64xzaxKZPjLaWW+mOMDCCaS0DtSg30baB+0Q/xI82fTTpeEvc0sJIBfKwrCfUuMHjKdpx2qip4RNOtJgVj/ZjNJLhqisDgn/ncgUacJI/SIAEoiJAxXtUuBg4tQmgAwHf517+V2HxhoW1jOQT5YqRxqKoR4enRLGCMq3sGXPY2aLzCr9sr4m1bNOWnVQz+YPy4+9//nbCJHIHVkmwYHq0xgOevkgxTcwIpmWiYwWB0qlZoye0awlUvA8/dKoRZcJvEn/4zzRtq64SpUBL8U/dukVjmWp4vcI0ymebt9cLZJqw3KYOgUQ+b+QA7pVekXUO4EYBYvtu1Adi/IcOyMwpY9XrowbKANHjnrGgMYuprBBY75qFmTwDy8Gm0igMtpghlKlw8QGpW+thR5GgD7j+PVSlvD6CRiXWgIhF6ojFuJdvaBNXLVk41ChQl4sVcyi3JVWrlNPuasy19haWMcbHednSxWT6b2b7dMC+sUDCwU1bdjrnUN4tW5FkYY2OVe2a1Zxz7h0ogsEvVoEvdfMcqkk5Yy+e6o4TPk/hYmFA7w4pOqzusF6/MUiE+0H+J+6LHq1e1SuYdT7Jvycsz9wDE/aFGDBo0fTpFApbO0ywfSxSa3wDb966U886codFOWs6QaVLFgmwDocl/rxpb2hLzdKyQK+XZJaFd41g0cBwEuq7CXct3reJ44aoaZNGqt7d2gVlgpkYRo4fP1W3mmP21s9vx44X+3DpAEHZAsv7YIL3vEyy0hnKJ3sxX/uaw58dsX8G7EOhArc6GJSJRL6zFO9XuTqokVwfTxgoe7HYHSy/9ZoCLzZRZUsV94zyTC5L3RmaPmeBc6je4zWcfa+d+jJIYwTuz2zxK565750y0Kj/+CMpBj/tez4rM7v8ENSZj8mC4sEE57E4KATKJSxeHkzClY1p6fv7XFyXoKz3EgzOYzZRsJlUXtfEcyzRdXysafOjvk5EWy/W/Jjr/H4PTbzBtpjRF6y+xoLsaJ9ATohRhO0DHsdSO624ZzCpIgtMu41JTNjiloEAFtGNVRLRpjBpQb8cs+4g8FU+UJTuGGh3C54BLLohcLlSuaL3ADvO55IBW9M/2rL146iV0YjDFj/a9HZ84fZh0W+YoE9St1bwehAGUjDKw4zYV8XwxD1QG+5eYG2MoRCWivdwxHieBCIncF7kQRmSBFKfQE9ZKCqD+Pj1EvjQNNafsKKFVYKR/KKEx18wWbNuo6wo/oH4V75ZlZBpjvCTaeIKdo2fx5HeES/39LQixX2wiJaRPDKAYEu1qpXESq+SfcjZh1uavgNfVRj5r1S+lHO8Qtn7VO8Bw7XftrHjp4o1cSZVxGMhKecC7vhKIFHP204krD0Pio9vCBSHfopbUQwl8D7xe7lPBoj2yLdjW7pjceBgAkvf4kVPWQa7w8FyHwJLzluz3RKw4JY77GWXXeYcCmXd5wTy2EFnKpTAlQQs6zFoBQtndFTcVkTm+lJBFKw4b/KF/Vw5bw+ZL4SBEgUWq3a+sG8WmYNvbmPpi/BekjdM3ryuMcew8J6RimVPuVAxx+ztnWKNNFysLWMVTOM2ipW8EcxOwkKkxvfvZ0eOBb0tpiZjPYJYBB0VlJmwok6ybF+boszFQIyRiuVKmV1ni3fd/a5gUcd9Yg0Pi7k91uAqZlSEknDfTahr7XPuARR05uD31aRpk/ieNxKuPvTz2zH3NNvDMggOMdPB7YX3TBizvVoGpo0ck+8T7yMkZ/IW+8NHv6nggglKevjad1v7I0ykAgW/EQxup5Z88+13WumOLaR1i0YhB7pMmXMmlqVupkeSv3MMtHjNurLDQ8GC+hbvDGZt4NsyMyH9iydpNghcbBQumM++fYr927Jn1YO7mBEUj6A8M4PAweIpKy6x3p6RNGhlW6S6w4crG0/39wcFJ6zcYQyD973JC+3V4zKQnEfWPrJ9hrvzlejfia7jY02/n/W1X229WPNiX+fHe2jHF27/tuy3hAxyw/XX6HcSZQpmHNkGJKmd1lAJve3WrEFP33D9tc65n376ydmPdcfPNgXSgAWVp8iC5xAMhMDVje3CS59I/nfsixPO7N489+QM265G3g/KTCi4CENbDPVErGLqV1wfa5s+mnuj/Y/2GgSuzcK1/71cIUVzvyuvvFxh1i3EbvNEEwfDkgAJpCRAxXtKJjyShgi4fQrbSdshVqRG0CCPRmqLJSv+jIyXBQvDuP41QX3ZojPstfCXiRyj6UbyRpG3NeKPGAq71eLyAQpD0yjC/eDSZtXaDVrJ9bZYFFLxbggnfpuo522nHANRUGDClUZOy0efHSae/YOioFsrA1YfyWI7ULgHUxaG0iHeKAsAhbIs/VxmokCg9GvQpHXEybVnvkR8kQTMFIF/ZttyCC6s3MpUc78sNyXNSjG/7a29GOOAIWPsUyH3MVMCzxSKVywoaSTjDac6T+aYextJ3tzXmN+fi49QCBTQGTNeZw4nZHtUFkY0YqzMzW+vLRbXhCIN7x98sgYTWEPGIxXFZzsWscWMiiUy08Ae7MQgFxb1hMCXarCyHGncKusvYBo6FqmyB1LstIWbChzuu7HjCrcPRRbSvk58oMNPezC3VKGHAvz9duw0Y8aMmUmAzi3cpUUqGMQxUqRQAe07GHnF4Mk0cWGFP/g0hrsSdNQLiGVYtNaytvLzD1koNzXke6nTYelu3JvgnljPI5ScyWWpnS+8C8aVQCTlA669QdxtQfGOd/srKUOhcPErHrSv4AoFktFSYukDQf5hRpg9izFIsJCHb5JZi+HErheglAomocrGtPL9PS8zUdp36a/dR6Ht0UMWQIZgVg6+XcxovVdcZ2AwJrUk0XV8rPnwu772o60Xa17MdX69hya+SLbhBlLPl1l0p+T/nN3TkVbn5h47V10Z6CrEDnLBBedbP0/lwToY9a5fbYpZcxc6RhVIBOq4UG2jz622I9Z4wV+kclTa0/Eo3v1o00eaVoQz3zj242nb4/pI5A/LbZ/d5onkWoYhARIIToCK9+BseCaNE7AXD0RD/GwRbU28/1MnO7mjULzDehGydt1m7Xv0CVno0ch14hMTChwsvPPxrr16uvrptB4y6Urv23iet81u246kwRpYfAY2ru1Q0e9jEbNRr01y/FmbGKAMzpY1iyx6dKvasGl7gFLIhHFvg1mumHC2Yskci2QLZUi0AkZmYbFQ114r342RE18lWYCY3/b20ktSToU1549/GVwJYsJ4baEw/FGskuBzEUp4I9eL8jmcoLGM6aK23+tw15jzXxxP8l+MRW3hliCRYj/z6645xTrYPfHeZRB/77BY+lreTTDyGswJ964Fi98ch7LunrvvVNvlu9oj/sK/EHcwZiHNj2QhY+OKp5Is3OklWKx0+Kg3Uqw/gHcOC73muD2bY53qdb19LN68IC68B1NknQKsoeCeJo9p2viOv/nmpONb3b6/e9/vb8eO/4sYvxXEcfL7U9boeE+6tm+pJsgiyVi7BeUsBM8Nlv34w8wJWMC3fL6RWMpn1+fD/bvamoH3bSr5PsVimG7B4tIFRPGYPdm9mPu8/V25z4X6nRbKUjt9dj7sstgO4963yxG8T/iW/YrnyxOnyuHrIpxRc+UVp2ZnudMa6e8rZPZVOIGlOBTRsMa16wv3daHKk7Ty/eWWhdex/sro199y/PsjH0dlVgv+sEgi6rcHxcVbIw9fx+48+/E70XV8rGn0q772s60Xa17MdX69hyY+/7enhqbTflqD5f5UHoKFCHXczzYF7jPmjSkBt4NCHwtUY+FqL0GbLFb53pq5FkscfrTpo7mvnVcYnyRS0Ka2B/aDeR1IZBoYNwmcrQSoeD9bn+xZni/4Wt5/8LCTy2iU085FaXRn58e7Hbc3Wlku1luRChRFc5IXiIUbHbdg+hgU77Ai+FUUEFS8uwml/u94nredWjMQlVveAb8ECwliXQD4FIbAdUfZUsVUfplNcZdY1RsFf/M2XR3FhhgjxyywOIKCBFZtQwd0jTgeL8VruIthSR5MaWtfC0tJI5EoP0xYe2tbIMFfPhTakcqV4nYGYitv7DQFiwezBszU1GBhgh03z+HnX37RZRFmbCRKTP4QfyT5QtllLGAvu+xST6W7X2nFIqtQvEOWrVyl6tV5RO8bNzOwvC8vLmncsnHLdvVS536OtVYOUeqWLFZIvpvc2s+ottiX52PcQkTrg9N9v3C/8S4gPTuSXZhB+V9O1hrAorOoOy8XjpA3Jr3jKN5DfcaJ/HZsq8OK5UuKj/fa4bLnnL9QFHG2QPn+jFz/RJ0aCrPIduz8RH38yT7tWu733//QQbEIZxuxJscCmffIejLhBIM+Rk6ejH7Az1wb7RbvSItmDdTHu/eppStW6W+778DhatSwPp4LBptv+EwvS213DrYyIBQ/uxzJkGz96Vc8AeVwmFkHJo2/+zAzIpLZFSjvf00eYLLTadIRyTYtfX9Y8BluzDCTBTOHdorByO49+/UgKPICxd+0We+pL2VQGgvu4ns/XeJHHR9r2s23Hk99ndptvXB59fM9DHeveM+fSWmNN6/mer/bFCZeLNT63LNPqpe69NMzllbKOm9FC+XzXMvE5t5KFsWNZhb3pZdcYm4Z0za1v3c7rz/8mNQfiynhEVwEl7X2jOYMV10VwVUMQgIkEAkBKt4jocQwaY4AOtGo+CGYLma7g0hziY0yQVu273KugCI9GoH/4yyZbxIftv/n+Me1rzd+CNFBud6y5LXDcD91CcTzvE1KYcW5/8Cn+mdua/YHrBfnyyJrUBTecP11qvULjcX9UOSNqJeHj3WU7jWq3a8ty84/L3HVBtx2QPGOPyx6Crc5iRKUH8fFh6G9NoTXvY4nW3/jHCyDYxF7aj+eiduPaiRx3pgxoxMM/qrDCfwzYmAhFjHPAQpWWE5G6uIh1nuZ646fCJ8vKAiMexR7MVATh5/bksULq1dGjddW0svfX6sV7/DVvFFmeEDy57vbcedl7gv/of0GjdRKdyjYO7R5TpWRwarTKTPnLnCU7qhTunVoGdegayK/HVgrm5kasPLCbI94BbM2Cop1OP4g+C7gmgvrnWA2A1yHjH59kho5pHfYW5lZDwiIWRd4F80AZNiL4wjwfJMnVdXK5VXZ0sVF+b5Xl5Hwgf36m28rrwU8zTd8ppel10k7BXzB+csIygcgRp4h+P4yJbto8SseDD6j/YSy0dxH3yzEP7goi1eCuamy40VZbRQmZsFz+3wk+2nx+0MdjT+8/xDUAQsXr1CTZQYPytsPV69XmyvsUIUK5E2RxVCuKhD4Tx8GRRCPH3U84olFzLceT32d2m29cPlMxHsY7p6xnj+T0hprHt3X+d2mQPxY12FQ3866bfLsM3XVKyPH69sOe/UNdfdddyqU4bZkvukm5ydma/jRVnAiDLOT2t+7nVczwyVMEmM+bddrMLrBjDEKCZCAPwQSZ8bmT/oYSzonAOXR2zPmqVVr1juKdiDZLNYvRoItJAkFSd2nX1Dvr/rIBE1TW7giwEIy2NqyZeupvOUOskjmlu0fq8cbNPf0GQyLAbMonR3v4c+OOpaiUNDHYiVsx8f96Agk6nkjFTt379HKJCjF4b8Ysk8U8a3b91KwCm7wxKNawbR0xYf6XCT/oFzbui1pEAjKhiYN66lgSvffkq3sIok3VBjTmIViDJap4QR5DNexDhXHwYNJgxXBwqAjC7dMRjLdeEr5bY5Fss0iAwpGYHUbTuDb2u0O5KZMp5T+u0TxFs6a/eChw+FuE/S8eQ4IsMUqa70uwHRgKP9iXYDJVp7vEmteMA8l9toeUDgkUuCu577ihfQt4E8ei6J+uHqdwx4W8W7B4l3GXQeUpMGU7sb1ifv6RPy2F01t27JJUKW7sZaNJA2J+nZg2Z35pqTv7IDMagvHCbPfbN/udtr/EKWcl6Duw7owWOD86mQLdtwrErdMcIFh3C/hG7XXY/G6lx/HKlcsrao9UFFHBXciHds+79Tf02cvUFt3nBqsN/cz3/CZXpbifTCDo9/JDAMscB1KoIAxi8JdLwoDM3jrVzxJioikWYgo8+yFLb3SBet7DNDEK2bh9FDxbJN2oRHDzPyOdJtWvj+8t8HqAnyzdWtXlzZJXSdbdj2NARfTVsGslFBthE+thcSdyGLY8aOOj+G2+hLzreNHLPX16Wjrhcurn+9huHvFe/5MSmu8eTXXJ6JNMaBXB6dtgvquUMGkgTS4zur/cpIxg7k/tlmS2wnY3x5Buxr1Avzx+yGp/b3becXMxWBlo8nbnHcXybpCW0KWfSase7txyzbnUE6ZdZSa62g4N+YOCZylBKh4P0sf7NmQLXS4Gz//khorft+69h4ifqS3OtmCT2kjuXLeYXYDtgsWLVdfiuVTuJXqAy6K4gcU+9NmzdcWkVDIRCPbpKP8Qusu2sdsy3bdHIU4FgSDFZuRu4LkbbrcF52JaCxRX5/4to4WleiToogNJbA0hG/NNya+o62LQoUNdg5T+d+cPEONGDNBoTMcqyx/f7UaNGyM2rx1R6xRaKZDRoxTM+csiNkKOB4miX7exh3G7bdn10ohKK1ffmWs6tm1jbpPXFz07D9cv2P/hFFq2oBhVWYUUbD0RmfWS/AdfCqDOkbktYxZMCBkBN99qA7zMnG3ADc4dZ56XmE/Fnnr7dmOhaDX9QuXrFQnvk7y6Xu3uKGIZraAHV+e3Hepq8TNE2SGKMrANphAidj0hY6qep3GarT41jcCax4zyIjvCRZ/wQRWjxOnzgp2Ouzx0vcVdcJMknjcgwDOSdmB0h2Wh7WflOcg7liCyZ+ipPQSuDnJlyeXPgWLzSXLP/AKpo8hX5PkmRkpdV9hs5uwra1cR/5g+Q6Bn+RiRQqmuK9t3ZpZXCYFk53Jbl9wPtR7Huz6aI6bhRahNLwqhK9oW3kV7jNO5LdT6r6kcgAzeSZNnRkyq1h/ot4zLVSTFh0D/OljobZa9ZoFHHNHhDLt5ixJVnP//vOv1A1Js+jc4ezfULrny5v0vuI4FqlNtLhdXGEx3ydqP6xvi3dnwOBRCgMQtpxNZanJC/Ia7n2Y/M5sp44vVSKwfPArnjIlT5WPE6WNE0omTpnhy/cNwwkM+gUTDMROfnuOc7q0lUbnYIQ7p/v7g4KseZtunso2Owu3ZL3Z+emuo4zFPwbfPj/qPViDenjjplNKJieyGHb8qONjuK2+JN76+nS09SLJqx/vYST38SPMmZTWSPP79z9/Bxi82dclok3hdsHYTowEjIswuNJE/80WtMHuzZ9bH4IyGormYILysX3X/uqRuo1Vh24Dwg7oB4vHHE/E9x6KN/JasEAefXuUj++JfiOYoA8xctwknU/oUMIp6d3xrN9wStdStFB+92n+JgESiIMAFe9xwOOliSWwas06BaWeEfgdgxyUBUTtabf21O9TYX/Qvh+LFM4fnXuIcNoGcwPZtu/aTxRjb6k57y5WrV7qqSJx/2AuX7T0A0fhh0oRI/oQWPbbcuMN19s/9T6s3THwANcfkfpexjVrPtqkrb+6dWwZ0jUP0vJ0kzZqmizCB+VK2469Y+o4vti+h1a8z5q7SDV4tnXAs0yRqSAHpsqMgN4DRqgFi1eqNh37yAKfHwUJGfwwBjLQ+Hh3wXL16tiJqt/gkcEDBzkTL5NEP+9tydYeecSNBPxLj5JGV+9u7fRzNgoZLMh5n7jOiFSuFpc0ZvHRA4fE8tSl2EE8sErr1f+VgMb5b+K2IVaBQql0stJt776D+vvCPdyCsmDE2Df1YShrb4h6J/NPAABAAElEQVRiHQQ7LpQlo8ZNdBQ19jkMlkCpbKS++ImOVWCl+mTdmvpyuLXoI76ZYQnpFiiWBg4drafPg/el4m7Hlvp1k3yM4xgWV/SydIX12hgpl2B5Hatggd4ypZKUS1Dy9xn0qjI+se04MeNgyfIkZfs/0rHJccdt9mntLsgcgI/eYAJXGbAag4D5J3sPpgiKfI2S7/ezZAvF/HnvdlyHpAjs4wEMdpgBzqWSV2Nxj/fUy8XITZYV/nZLuW4nCYoOuLAx8vvvv5vdhGyNBTkYLln+oec93np7VoCSOpz1eyK/nRoPVdbrSSChUKCv/GCNZ5oxGIu6AXJcBouNK6h3ZJbciDFv6m+sfZe+Ae0FOyIMdKOcgUABf8n/LrZPB90vVriAc26d1Ul1DqbCTt1a1VWuu5KMDjA4OGzkGwF3PZvK0keqV3FcOq2Qga8FQQYdV4hLNQyWQqDEqfNotQAmvsXzcBXnXflA3Jy4FULmpphtOe+9ZeZn3Fu0X7zKdbjhGThktDNIjPciX+5Tg0PR3vh0fn+oZ5q17Kg+EV/ucJGHNnYwWbX2VHvZzPQzYW0r8NfenBrQRkEY9C36DhrhtL3NdbFu/ajjUe8916qz87du4ykFWKh0xVtfn462Xqj8mHPxvocmntTYnklpDcfj0ksv1UFQrmBNES9JRJvCfR+sQdauVROnbThOFkPHbFBbmkjb0fSD4ZIGa7Z4CQZs0XZEfxuDdKauR//C/ubeitBgxY/v3aQzEt4IC/c7Jq9oJ2/cfMoA0cSFLQx2jLI9q8yAN2tfvLtgWUBevQyAMDtr/8HDTnRFC51q6zgHuUMCJBAzgcQ56405SbyQBJIIHDx0xEEBn8hFpbMLi0dbGYYAx7447ox64zes5Lr3HSp7/2n3GDgWqURqeYiO7m7LRQyUaZs2b1MPVqkQ0a3sacOwTIKPeijipstCUbYcO/5lgD9oDDj0Fuvlu3Lerh5M9ndph/faR+XaX5TNaCj06NIqbIds7bqNWvFn4kJD54i4Wbg5cyZzKOwWI/J7LOUZ+KwXy8BypUuEvdYOsPLDQEX7ylXrVEnLKtoOG2wfgxm28nbV2g36dzSuduJlksjnjfd9X/KMix3itxjW7v17tnemB8Idx8zJY8RC92LHPUEwVvZxWIPCmgT+UzE9s1X7nqpShVLajyqsyPbtPyiWznPFmuwL+zL1usySKC8LNxYuGJulRMOn6ogV6Vb9HU+f/Z7atWefqli2pLo1+y3SmPxbFGUHFI6bKaMlihVUwWa9BCTM4wemrM+cs1AUvQckzSVU9mw3q6+/+VYv4oZGqnlvoOTNl+dujxgiP1SlUlk1T+KE4gTWOw2btVM1HqqkbrstmzyrS6RT8LmaNW+xowiEX8XqD90fcIO84h7j3vz3SIN7h57B0FYGo6reX1b8X96hrpWBlUOffiYLL64W91X7tAsNr4Z1QIQhfuA5fLR+i34OH8h3B4vLiuXuU7dLeqHA3fnxHjVDLJBMmXm/uMNwuze4yXLNM1MUqOgMwG0RlCv3iMuOW4U3BNv75d2CEhWDKpgF9GiNByRfOSQfGWT9gkNaYWwWEIb7iGefPuVmIEQ24j6FAYEKsoAqZu+YRV0RacVypTzjzn5LFr3uCJS6m8VtWJdeg/VgEnyUfvvdSbVFlMVYVNUeVMbgBuIvdG9elUNmrfgthe/NJ+VvkmUnZjBgseTiRe5V/xNF82ey2DYUh0irLXPnL9EDC8WLFtQ+1+1z2E/kt4MBjWefflz16PeKfmcwY2etvIuF7s0jfmCzSPp/UJjqPu+9pU6ynpRBKdOZrnJ/ORkQX6IVkXifnm/VRT30QHlZfK2AfjYoj7du+1itkIXbjCsbDGRHKmVKFtPtEMQNf6gY7LxXFs5NTUEHvGOb59UzzdrqQdFlK1dLGym/MlbdSMvZUpbC53+jp2rrAUCUPYOGjZU1C/boRfeyyIDJUamDUGeYQRjkvUG9x/SsFOwb8SsezBqs8+hDCooglH9QiGMQtEjBfOpmaasel3YbjCOgOIbLk0tkVo9ddpj0RLPF94YypdmLndTDD1ZSucSlHAZm90nZuEzKfKMsgZLlacl7PHI6vz+496pV80EZEE9SuKOuRxv0oSrl1S233Kz+k+e/Rb7dTVKOrlqzQWczi7RNC7i+v5rVH3DOr167USucMFiKmWOoyxYv+0C7AIJxAdpQfki8dfwvv/4S0K/4XtaDiVTiqa9PV1svXN7ifQ/Dxe/n+TMpreHyjQFsY+AwZMRr6n5Z5BwuK9FHrSp1K6yvE9Gm8EoX1mWpLuUd2o9QmPcZOEKNHNrbcSUFv/APStkAAzj0y5u17KTb1egTXH/dtbJG0ddqqdSN6MdA8Jyw4LoRKb4DvrlQsxTNNWYb7/du4omEN8LChWy1qhXEGGGRHjBsLwvQot0Nl7SY4XP8yxNqrrSJzMxFtIfqPlbd3EZmngfqLdyzhBDw3QWn2lToa9gDmE5E3CEBEoiZABXvMaPjhYkmkOeenLqyxeKpHds1153LceOniAJhq2rfuqlaIUpZTImCsiqTTOmHS5ndn+wVFylT1DfSQXm5f5eQlt3xpP9aWQAOijEomI1AeRep4j2PKJ2ggIOLhecaP6l2i3XPSLG8hYJ6UJ+OavAr43SHfqzk95n6tbVCAa52xr4xVcE6pVeXNo7vUnN/ry0UXJ26D5AGy99qcL/O6g5RmoWTu+68Q1sYGIUawsP6KBrF+3WiXIOCDdbIECgJ7smVU+9H8w/uPWwLBigeoxXEYQuUedEo3XFtvEwS+byx0J5REEMZCp/Z4ye9I43V+x0L0MsvT7JgsTlEsv/icw21b3goBmHdjD+lxgdcCmV1GenQQgkBWSnKrN2i+I1V8Y7vavSwPqqbuJdChxsDXPYgl33zwqLo6CT+jmOVwX276Jkroe6BgTFMeY1X8A0MHdBNDRgySisE4Bt9jLjT8RLM4sH3isEyt/Ts3EYNGDpKwfITz32OKEjxZwsstPv1eEnVb/SifTiqfcyQwHPoIYOYsG5GRwzuf7wEftBbPvdMilPwcT5xykytZMZACZS+Rjq0aeYo3nHsxeaNtFUrLI5gafXW1NkmaMAWbLrK4qB471JLoHhHPkyZiMGsu8T3pZdgUKBz+xbqxXbdtdIYSh/8uQVuMC4UJdNimf0EgeIdi0fmeLGpO2jcv9ExXSf1B+pL+KXGvfBnC8qIRjLYAqsxTMuGIq/PwFfVlPE5PBfXSvS3gwHW3hdeIFapI/X7AyUm/rykQb1HpUNayTkFxejAvp1kkPoV7ZcfAw1vTp6p/5xA1k4NGeCqXLGMdST0LpSDjz/2sLaqR8iJEndqK95xX9SxLZs9rXoNGI6fauiI1/Ug5DVXZ9C/z6aytFyZEgrc+4tlN2YDYeaG1+wNKFJffP4ZVbZUcc3A/c+veGqLNT2+dVhkwyBk7brN+s++H9wSdevUUpdlGAyNRyrIehIXitJowlsz1DsycPeOR2RYkLyrzGjEOgTxyun8/h6pVkXB9RNmdaEswiCb7VPazhtmNvQSl3pmdp45h4GJKpXKiEuGJJdsMASxjUEQDrO6smfN4rRdzLWxbv2q42O5f7z19elo60WSz3jew0ji9zPMmZTWUPl+WJS7a9dt0kHQ7hv9+mQneDlp00Hxnog2hXMT106jBnUUZqCiHYp+83gx7mnU4HEn1PPPPqkyXHmFmiBtGiiTYdggKmTnvNnBwCuMzyLpB5trQm39+t4j4W3S0axRfe1+Z/yk6doABuWbKeNMGGxRHvaVPkA0inPM7J41b5GOBgYnT4vugUICJOAvASre/eXJ2HwkUEws8uqKH1MoYJ5p2kbHDH/AbVo0UuXL3KdKFi+iuvZ5WW0QS752nfo6d4Yyrne3tiqakWtz8X9iJR+JwEKkdYvG4lNztvpUXJmcf/55uoMfybUI8/STtbSlIToTNeo00pehgkRFiSniA/t0UhjNhqLE+FuDJVO1qhVVvTqPONbMoe4HpVz3vkO0pdXwwT0cJSyugeUUfOeZKWh2PBh9b9GsgR7Q+OOPP7TSAxbVlcqXsoOF3Aefl1o11Yo2KBgfFeuj6669OuQ1Xidr16ym/vjjT7Ee2yaW7oXFyrSkV7CQxzDluqHwni8NlFtk2l2DerVChvc6GS+TRD7vbTt36yRjejmUn7Ol4TRbBqNgsY0OKSxGYhUo48YM7yeK/Gl6er+Zvoj4oNQpXvRePTB0nrz/v8kgzzyxljCW6LHeE9dBsfnq0F5qrDT4YXVt/KybOPE8aotVHN6HaAdRTBzYZrzhWjVsYDftpgGLnhorZLNYVkVRuNaq+ZAz1dW+NpZ9WKB07/iidp8xX3w0Hvn8i4Ap8FCcwJoRlu4o67wEFjud2jYXpXVWtWjp+9p/rVEI4/p7xN1Q8yYNHN+YXnFEekw/hyG9Fabqw1UVrHttwXOoV6e6VnKhE+IWTBXu17ODGiPrRWCACNaqEPC9QJRWtqDMgDseWO9DuYTFLjGzwgjKjwL57tGzmIxlszmX6C0GMsDVrKUAy/9QAqUPvhu4fLIVRnhXsSjXww9WVA+I5RjeNwyOrpN33M5rqLhjOQfePTq1EquwRdoPtG19C8UVBieff/YpbQ0OtmPHT03xrN33TY1vB4N34Dh89HiFhXftdCM9WCC1bq1qnrNRMPti+OCeUu4v04MbXuuwYKZFQ+nUx6I0r1q5nJ6hhrIJSlW4vcmf9x43poT/xuK966V+XCrrXIBP/5dHKSxSh2cOOZvKUsy+yC7l3qviZgxWffb7gMGWnPLdNWtUT+c5FHi/4nlEXM7AtRT8uB88+Jmz6DIU8nD/gVkYeEeDDSKGSqPXObT9UKa+u3C5+lSUUFD4Q/DNYhG856Xcd8868oon0mOn6/vDu/vYIw+qAtJ2mT1vobgYXOfMTDFpRz1Y7YEKqo4MgAWrK1vJYO5t2bPqAW7bqh11SXkZyHlKZgbMEIt6P8WPOj7W9MRTX5+utl4keY3nPYwkfj/DnElpDZZv1GMd2z6n22G2W1f0F007LxFtimDpQXnaUdq8z77QXhtlwA1qIennw9IbgrRgseWcMhMc65KhLLbbU2h3lZNZuHA9hm/ET/Hje4+Et0kz8opBfxiyjZswRR04ELgoPPJaoWwJaRdVd1wkmmvDbWfOec9xKYq+3e233hLuEp4nARKIksD/SWMkMk1jlBEzOAn4ReCkTLeEewko9u6Vhjg6WLZA0bd95y7dIMgmU1GNP147TLj9Cg8+rq0T4UMNSuJoBdPfYA08YczgiC+FsuyY+KU9cPBTmcp/gc6bW4kIRdcuUVhdedUV2qLfvfhMqJthQdJdYi08sHfHgEUhYU1auXp9NWPyaGcF+VDxPPpEUz2FvYVY1lGSCMTCJFHPG/4JYbFd//FH9B9SiIVx0TiF31MMukBgCQLFudsyTJ+M4B+uxQKzmG6K6Z1Q8noJZm3A0s/9LnuFjfQYLFb3y/d1rjT8M2W8QdyqXB10sddwcdZr2FIdPXZcB1s8d5IzcwTPB4vEfisDRXeIu49gnflw8UdzHkpX+M//WRSwN0q+Mma8zplCG2k8UN7ukfIxw1VXqWwysISGeaIEii64fcE9MokbGSgwIr0flO5fC9v//v1PXSkLzcL6KJRg4FA/j+++02UfXASciQKFz+fyviH/2cS6EgojtyCvmJV0gdQDGIBIpOA9xwyWL2UKNtYQwYwyL0G6MaAGVxnhJLW+HdSHnx4+oi4X5SPKAbNgcbj04TzcLmGG2smTJ6U+vVIPzEdTn3rdY92Gzapj90F6JgSU+K8O6eWUJ17h08IxP8vSYPlJrfcB9dGRz4+K8juTvA/XR1wWudPtRzxoV8Hty79Svt15R3Zf3gP4rDezGWqLa5uGlosEWCdiJuLVMrsB9XGiyw0wO13fH9ouWMwRbuD+kQUfUfdklLLLy3DE/WzxG2Xv0WNfSvvluKzlkDmmPoJXvJEci6WO7yizVGFw0F1mL5QoViiS23iGibW+Pp1tPc+MuA7G8x66okr4zzMprV4wUK59Iy7yzhOFLtpgXt9cItoUXmmJ9BjaU4ePHFMnTpyQvsK1Ul5c7zl71I5v+uz52r0VjCJghBCrxPK92/eKhLcdHmUbDHhQtiGvGHiNpY+H97TRc+30ACf6PqNf6es509G+N/dJgASiJxC+RxV9nLyCBHwlAMtsWBEEE1hqxNM4DYg32YIo4FgEP3aKb+0cYuEUjUBhhUoylIUSBhFiGUh4c/J0bTE6dEBXvciYna59oujHKD0sp8IJFBWwWIePfUoSgViZJOJ5w6rD+HfPLRa5RrJmyaR3f/k1adFe/MC6B8WLFJCZC6VNsKi2aHBnkVkZ4cTLPUq4a8Kdx7sKf/OJFDwfKK7xl1oC1wmx+qc3acQASCwWu+b6aLZokMdq1QtLKUyHj1QwcANlJv7OZEEnKJzlEPLq50BVKF54z+GiBH+hJJrOW2p9O7HWh8gnfGTjz09Bu+QJsbSDGyK4RBslbkeaN4m90+5n2oLFdTaVpXA7hb94xY94MKAWb1keTT5ggJLoOtGdntP1/cHiFYML+ItFUPeg7RJJ+yWW+ENdE20dD8Xdlq0f6yizxtnujrW+Pp1tvVAszbl43kMTR2ptz6S0ejFBuYY1yEJJItoUoe4X7hzaUlhrB3+RymqZ0QnJKgNz8Ui037v7XpHwtq9B2RZP2Yi4MNDWs/8wrXTHAG4Hme2AGc0UEiAB/wlQ8e4/U8Z4BhPAyH20AuvBE199E/eCVtHeN1j498SFxSRxz4PF5LDgjNSj2iLvHxkZx2j6dnGpgenRkcjOXZ/oYEUKBR/4iCSesylMWmICizc0mtAxzZnjdgfzL7/8pvfR6IdgAUG4UnmpVTP9m/9IgARIgATiJ1BPZhrtlYWmsXgt6tu89+T0zxAg/uQxBhIggTOEABa5fmfmu9pNBhaN99stxhmCgckkgVQjgIXRsXYRfMfDGAE+7NObYO08s/7Fk0/UjMs9aXpjx/ySQLQEqHiPlhjDnxUE4L7myOfHRGn5d5IbAFnICbJ+03a9OOWlYkV6sSxsGM5SEdd8uHqddnNT8N68+HlaZcPmbWqILLCG6Wfw8x1MwvkoNtd9ICvBw0cmXEpQkgikJSZm9fo7c9wa4MIC/g9fHTtRjl2gEz1JfNCWFR+HbjdNfKYkQAIkQAKxE4CFWDdZtwGubCBws0UhARIggWgJLJeF6b87+YOs/1FWNbYWj4w2HoYnARKIjMC27bJoqyjdc8uA+YvPN4zJTUtkd0q7obB23EPyB8lIS/e0+6CYsrOCABXvZ8VjZCaiJbBJRrkHvzJOL/B3zrnnqMuSFzI8dPgzNWDIaPEj+a9MYb5OjR3RP2TUWHjmDVl4svR9RVLFJ3TIxMjJ5SvXaKV7uHCRWNLAv+jadZtVq+YNw0WXbs6nNSbHTyQtdllBFgqzBe6L0JhauvxD9dSzrbW7ISy4RyEBEiABEvCXAJTt4abj+3tHxkYCJHC2EejY5jl1jay5wcG7s+3JMj9plUC1qpVUrZoPBV2zKq2m2890mZnRfsbJuEiABLwJcHFVby48SgJhCcCq/IU23fSCU2+MGqTga/5skW++PamebtJaLzJJhW3SU02LTLDAGhbFwawEL4GLGfikj8bXoVc8Z9Ox3gOGq69kkTbI4D6dPReLOpvyy7yQAAmQAAmceQQ2b92hJk6dpRNerlRxVbVyuTMvE0wxCZAACZAACZAACZCAouKdLwEJxEhg0dL3tXV8765t1NnmA73/yyMVFpvBgMK1YoFDUYpM+BaQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAlESoCK90hJMRwJuAjAmvjj3XtUoQKn37e7K2lx//z86Bd6Idbs2W6OO66zJQIyOVueJPNBAiRAAiRAAiRAAiRAAiRAAiRAAiRAAoknQMV74hnzDiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAiRAAumIwDnpKK/MKgmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJwAFe8JR8wbkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJpCcCVLynp6fNvJIACZAACZAACZAACZAACZAACZAACZAACZAACZAACSScABXvCUfMG5AACZAACZAACZAACZAACZAACZAACZAACZAACZAACaQnAlS8p6enzbySAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAkknAAV7wlHzBuQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmkJwJUvKenp828kgAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJJJzAeQm/A29AAiRAAj4T+OPPP9XRo8fVia++UhdceKEqkPcen+/A6EiABEiABEiABEiABM52AmxTnu1PmPkjARIgARIggdNLgIr308ufd4+DQJMXOqhDnx7RMVx66SXq7TdHqPPPPz+OGHnp6SRQuXp99c/f/+gkvDZygMp8040pkvP7H3+oCW9NVzPnLFT//JMU9n8XX6zmzxyfImw8Bxo0aa2OHftSR4G4+V4Fp/ntd9+rOk8+pwPkyHGrGjagW/DAZ+GZ8ZOmqbenz9M5a/diE1WmVLE0l8uVH65V/QaN1Ol67JGqqkG9x9JcGv1IEL9bPyimjzjad+2ntmz9WGe2edOnVJVKZdNHxpnLoATO1vLDz3y1aNddffLJfs1w8vjh6pqrrwrKM9YTf0s7sIq0ByEZM16vJowZHGtUYa8L16acOn2umjBpuo6nZInCqkObpLZO2IijDJDWyiM/35koUTB4Agikx3Z6apRVCXhUjDKVCaRWGZ/K2eLt0igBKt7T6INhskIT2H/wsNq7/5AT6OT3P6g16zapUiWKOMe4c2YR+PvvvxU6XJD//vNOe5eeg9WmLTu8T4Y5+t3J79XYN6boULdlz6pqVKsc9Aqk4y9JDyUyAoaVeX6RXXV2hPr333+dd+Xf//5Nk5n679//nDT+I+k9W4Xf7dn6ZP3Pl/2u4BumkID9TpxNNPzMF4wjTH0vLbWEYTL3MAYWibpRuDalXb8nMi32M/Iqj+a9t0Tt3nNAY3jqiUfV9dddkygkOl47PQm9ESNPNQLmm8Kz9ZIRYyaon3/+VV1wwfnqxecbegU5o46lVlmVSCjR9FsTmY60GvfWHbvU4qUf6OSVKVVUFcyfJ+qkhivj+QyiRsoLQhCg4j0EHJ5KuwQWLl6RInELFq+k4j0FlbPnwOq1Gxyl+0XiXqZ40XvVfcUKqssuvyyiTP7y629qyfIPddiffv45pOI9oggZiARIgARIgARIgARI4IwjEG+bMjUzvGPXHrXi/bX6ltUfuj/hivfUzBvvlTYIfLBqnYJlPGYRnw2K97RBNb5UsN8amt+xY8edfn32bFliUryHvoNSfAbhCPF8NASoeI+GFsOmCQJ//vmXWv7+Gp2Wiy++SJ3zf/+nC8YtW3eqE19/o66/NrGWIGkCwlmYiPatmqp/k03dr/aYvrxJnq+Rpo2eUA/cX8785JYESIAESIAEIiZQ57FqqlL5kjp8jttvjfg6BiQBEjg7CETSpixW+F51w/XX6gxff13SNhG5Z3mUCKqMkwRIgARCE0itMj50Kng2vRCg4j29POmzKJ+wUvnp5190jkoWL6zOO+9cNX/hcq20Xbz0fVWvziNnUW7TT1ZKlwztG/vzo184MPLkzuXsc4cESIAESIAEoiGQ9567ognOsCRAAmcZgUjalFlvvknhL9HC8ijRhBk/CZAACaQkkFplfMo780h6JHBOesw083xmE1iwZKWTgUrlS6n7K5Rxfi8SX1//BXMQ7oQKv+PlYzH8VWk/BCzKz9S8/Zw82ALKl1966WmDjffLWObHmgg/noHx1xhrGnCdH+kId38/7uFHHMH8WoZLv33ej3QgPr++Q798zvqRr3jj8OP52M/K7/1486efu4++xP1ITyhGfrxbfqYx0rgiDRcq7+HOpZU6IFw6E30+NVjHmwe/ypX09sz9yG8kz87Pdwj1KtIdqSS6TZlaDCPNr5+sI72nn+HirZP8fh7x8PSrXPKTbyLjSmR+09JztRnG+77accWzH897Gul94+0T2/dJjfTa9+M+CaQmAVq8pyZt3ituAse//Ept3b5Lx5PpxhvUPbly6P1bbs6sPv3sc/Xlia/Vlm07Vf6894S814zZ76l1G7fqMA2fqqPuuC2b+mDVR2rt+i1qp/hS/Pqb7xTiz5XzdvV0/drqqisvD4hv1Zr1au57S/WxIoXyqRoPBV+oE4G279ytJk2dpcPnvvtOdZ9Y6g8fNV7/vjXbzerZZ57Q++5/y1auUhhMgLR7sam69poM7iDqhx9/Uj37DdPHb8maWTVrVD8gzOfiA+2dGfMkX3s1n/9kAUhMmb05y03qcZluf+cdgdPsUYF27TVY/fbb7+r/xI1Pl/Yt1GWXXhIQp/vHwKGj1YmvvtGH27R4Nib/k/1fHqm5I5J+PdrrmQzbP/5ETZoyU8d77IsTeot/XSR9mOkAyXLTjap50wZ63+vf6NcmqQOHPlO///GHc3r3J/tV6w69nN8VypZQFcqWdH67d6DknvPuInmOn6iPhSPcHd2cJZMqXDCfMHzYSYv7Ovv3+k1b1foNW9Un+w6qQ58e0UzvuD2bulPcHFSuVEZluOpKO3iKfTTisI7BUnkn4Nfu5Pc/qksu+Z/KlPF6VbJEYXGbUEre0ytSXGcfMHHs3L1HfSILdR0/fkJllOuzyztYqEAeGcQqbQePef+bb79T8+T7gF/SPXsPKPjkv+WWLKpqpbKqTKnQMxtwUz/SiVkxs+YuUGs+2qS+OP6V+u3339U14sLoRvmukY7SJYvq9ztUJvHc31u4TH87eGe+k0Wc8czy3J1TlZEZGtFYwkX7HXqlC9/mkmXvq+0f71H7ZXHpw0eOiT/Oi3RZVfq+IurBBypo1l7Xuo99svegWrriQ13efXr4c3Xt1RlUNvGRWP/xmur2W29xB0/xG+XOuwuWqj3yPu+RuH786SeVVcqU7NmzqkrlSqrcwiiU/PzLr2rq9LlqsyyWfPTYl/r5XHnFZeqWrFnkWywh73QRdeEFF4SKIqZz+HaHjBjnlDWoQ7xmScWbPyQunvfYXR6ec+45sojU+wqLSe3cuUed/OEHdVv2W9Rdd96mSt1XVOW4PXtMPMxFfrxbP/74s5q/aJn6RL75vfsOqe8ljdnked4haStUILcqKm4bggnyNfnt2fp0Gfk2K1cso+vyFR+sVTvkfT8hdfudOW6Tuj2XqiLfr11eoj7eKO8RyudjX3ypv4ecOW5VzzxZR12dwbtc9WoD2Glz8xeVXlx1ABQPc99brMuSvfK9YMGuO+7IrssSlEVow+B7+mD1ep0MvJOmfWOnK5r98ZOmqV2f7NOX1K31sMoTxsp/1tyF0gbarMNXf7CSPK8CAbeL5/kuknd32crVOr5aNR9UBUK00Tp0GyB17J8KrgR7dm4dkIZIfmzeukNNn71AHfn8mPpK2iXnnX+etJ2ulvo6r36vwDoSOZ31PpRJbTr21snMIO9wh9bPBU3yh6vXqXkLlunz1aQOKF60YNCwoU588+1JtXDJCnln9kv7YL9WYue6K4fKLWUkDFwuv9wfg4e9Unet/GCN2iVtkP0HDqkrr7hc3vU7Vd7cd6mKUndEIwelLbXi/dVS5hxU+yReCOqx26QeqvnwA46bGBNntG1Kr3LJxIWtX+WEV3l0SOrlkWPf1LdDHW1k6KuvaT/c5vegPp3MbsDWjzrMjhBl65ARr+lD14lLz7Ytn7VPp9hHG6xH36H6PbpU+hBdpS+BPkWk8ou0EeYltzH2H/hU9zEyXHWFynxTJlXtgfKqRLFCYeNDvxDlzl5pp+C9w0Lzt912i7S7s+t6M1Rbx+uZRNNPdOczlnIJfRf0YSAF8+dWj9ao6o7W+f3GpHcU2qmQVs0bqYw3XOecC7aDNuDiZR/q0yjfIegr2f2jbNJ2b9qwnj4X6T8/2t+h7uVnWQVF70Ix6EMfec++A7o9CnboG9915+26f3b+eeHVZX60oUye4+23xtvfNOkItkX7Zc78xbrtj28Lec911x0qr7T7K0gZjjIdZQXKDEj3Tq3UJf+72DO6WNrJqBtRR6KvaWTee8vU+o3bzE/VRPQq6NuGk2BlfLzPINx9eT59EghfkqRPLsx1GiWAzhsKW0jFcvc5qaxcsbR6dexE/XvBkvfDKt6PiNuSLds+1uGhHEABO23We0582EGnDX9r123WlcbdUqkYuV0abdv6DNWVDcI8XLWSOuecc8zpFNt3RXln7vdg5XKiLL1BNwLRsERDqUG9WnolefeFS5avcq7buHmb7jS6w2zast0Jc7d0kmx5c/J0UVzPSmGhjcoQf2vXbVKPPFw5oFEFn/lXyIKlUFhC0EF6sEoFO9qAfSgUFwpzCDq01193jd6P9h86e0clLggGB5Q6V30vlbvhpk8k/9shCnkjv/72m9n13O47cFhtE6WOLeiQ2PHaz9YOh/2ff/lND2y440AjHn9g2K9n+6BK77/++kuNHDdRzZ2fNFBj4kfD5SMZ6MHfnPlLVMd2z6tg042/+vpb1bZTb3kfT7nbQTx4f/ZJhwR/U6fNlcZ2Q62wNPewt7hfj77DRIl1ih3Om3fhQ1H4QOnStmWTsAMtdrzu/cOfHVUvdemrkGYjUHZu37Fb/2HAq33rZkE7TH6kc92GLapX/+HK/W5gQA1/SMtsYT5YOqwXXHC+SWbA9vsfflSdew5Wu3bvDTiOgRf8zZq7SPXqGplSKJbvMOCm8uOkKP37DByhNltrHSAMFNjmXXxn5ruqT/eX9ECi+3r7NzqPfQaNVHg3jWB9DPxt3LxdNW1UTzq2Fc2pFFsoVrv3GRLwjBEInUT8LZWO3BN1qqsnatfwLBc3SpnVq98rjsswcwMMJp2Uchnf5pRp81Tnl15Q2aXT55dA+dlN0o33A4KOApQzbok3f4gv3vfYLg///OtPNXDgGBkcXheQVChV8Td73mLV4rmnYx448+Pd+ljS0UsGgO3vHok15dO7ohisKD7VX5BBUgzEueWkLOpmymQo6lHXDxo2NmBWDsou/H24ZoMaNrCbuviii9SIMRN0/u344EICfx/Jc+7WoaWnwtluA/wo9YFbbP5QImBwO9Y6AO9C195DQpYlfbq30x1+w+ChKuXdSYr6d+abMjoD/pdfdqknBxMpOs4oP1A+nnvuuapDm0BFb7zPF0YTJm8YWAslMFTAwH+4AX93HPi+u/cd4rRdzHnUP6jnZs5ZqGZLuV2nVjVVXwY2kM9gcrrrfbRyDa9wCrQvZXDBhC1aKH+wLIU8jjqkc4+Bosg4GRAOZSX+FooByKA+HQPOxfID3/WQ4a8pe8YeygwoR/G3ftM21U7aIJEIlGXDRr6hDSHs8KaOXirtZyiH7YGIaNuU7nLJvg/2/SonvMqjn37+2Xmu9n0x0B1O/KjD3PeAMRIMbPAtQR57pKq6OXMmdzDnN9oZpr2CAaFolO54H6G0R7lhCxb/xB/KYtQT/cVIJ9iA0HuLlqvhoyekeD9MWxTlQeOnH1dYrNZL7GcSSz/RxBlPuQSDBvNtY7AjlBw4+JkT9lcpPyMRu1w24aGINvfEsb/F6Cca8aP9Hep+fpZVKO969h+mdsrgvi2mX4QyafHyD2TQqGXIvq0fbSj7/rH2W/3ob9rp8NpH2QLjPHddAcMy/EEHM7hvZz3YhfYf5B+pm70k1nYy3k+jCzLxmmdmfqP8jESClfGxPoNI7skw6ZfAuZ06deqWfrPPnJ9JBNAxHPDyKL2QKpTD7Vo1c0ZQ0SCcJY0oNBi+OP6lekiURqGsJdEhNxXC/gOHtcIRivNsYjEOZcz5YiH1vSiBIBj9hxV8VVGYn5usXL9ULI137dkn9zohyr3f9ag40uAlUP4NHjZON14wCtxSlKMYPT/46WfqsFhjoFFzt1gUQRlvyx9i8TXs1dfFahJKaKWttkqJFahbps2cr+PCcSjMjIUflH1vTp4pdnpJAoV4mZJFdOf7/875P0dBslssm27LfrO2IkkOqq4Uy2lYV0N++OlnVUWsD4MJrOSMMhcW9DnFKjEWmf3uYrGaTaoon6hdXXeKce9vRBFwo1hl//DDT05nLfc9OdVNwhvHMWOgUIG8QW95+MhRrejJkOEq9XWyMhjP4S6ZzYDr8ZdH4st+y81OHHZa0Ijcu/+gjgMN/dvEGhiNGyg8IWg44F0pXjSlNSeefYs23fTgDcJC+YFwWNQP8aAjAos8WGMvW7FaD3i4LVehNGjXuY+2kkcceM8qlCkhi8uW1VYFSAemTP8paYK1pPtZ4hpY/TRv1VUspI/ip8qS+UZVtnQxbSmf8YZr1cmTP6hff/1NK6s2iGIcC9dG2kmCgmT6rPk63n/lXZ0vg0xQoGLwBgNB4PvzL7+oP/74U4c5dPiIWKFdo24Va123+JFOKI67iMIc3w8EypsioowoXqSAvNeX68EdNNjwLoB7wfx53MnQM0Oat+6qPpW0QlCWwPr0vuKF9EwHKA2goFr54UeaO/YhJYoVVNms9wjH4vkOcT0Ez+35F7s47wDYFpQZCvieMcsF3wbegd9//0PB+rHQvfkCBoJgLQdlJQRh35U1MWBlAoUOLA0vl/h+kIEGlDX/ikUYOssoa3AftywX68LOPQY5SnN8i2XFYrfwvXkVLDO/kJkp4APrYwxeYFaILWgct+3YR38/KMdzSHlRVd5lrNeBQZDvZYABzw6DYytk0K+szJBAeRuJ2N+tKUPMdag/eg94Ra3+aKM+BEum/jJg9r+LA61w4s0fIvfjPbbzgo7OOunQwAIYFt94D7HgH76pn6SMRL2HAeJ//v1HrEZzmSxHtI333cJNFi+Tjmmvl/U7iN+wTMdzKyXP9AqZxfCdKEpQjx6UQRmks7RY6F94YeBsBvsdRXlq3MahvMO3d77McEK5AkF5hfobSjoz6IvZLHnEYhazgBAO3zj4bJNBNtTd57mUrHYboLyUp+762+YfTx2AwaxmLTqqz5LLXgw64JvRZYkorUxZ8r4oqfBNfv1N0oAlZrBgVlo8kilTRjVX6lXUDV98eUIbCAQbaITV1xwJC0F5WUVmYRnx4/lCUWbaCagDs2fLaqJPsZ0ybY76W8oQlLu1az6U4nywAyPGvKmgbIWgjkd5XEOUajcJB1jQo2xBOYAZFKib3WW/X8/cj3of7baJybP9UIchH8EEg2+bZMYHBPUCvj9b7Hy5y0WE04Phnfs5ZTrKfcwaLSHP6RqZCYW6BQq6VbK+EuoY46KlZvUq6n9BrBjt+5v9CW9NFyOESc5gGtoGhWQWQiGpO2ANibYUyohP9u7XdTCuQ5sJsy/c8orMGH1j4ju6zsLsR1g/ly1VVLc5LrroQq0cxnuPOhqzE7Mmz3KItk1pl0toz+TPc3dAUmy28ZQTXuXRr7/+rvMBTijL0F6B4PlC4Y3j+KtQ9pQREs77UYfZ+bLfmT8kDUYpi2fv5oH7G3lVDE7QvoW8KBbY9iwlE8ZrC2Ofjt0G6jYAzqNsLiozi0vKM75B2quYqfnXX3+rb0VpCitytGXPPz/QgGLwK2N1/wdtGgyw4R1Duzmf1J8XS53/pbzPKHs3SHvx82NfqPskbrfYzySWfqKJL55y6fiJr9SS5R/qqG7NnlUVk3ZsMFn+/hrHeOnBKuWF9xVOULudjtk/pk+HdjD6sHiP0NdCWwJ94Xx5cjnv1+1y3wL5cjtxhdrxo/0dKn4/yyoYiTRv3UUb2OGeYFDqvsKqosx+Rr8I3x8G5aFgXiJtHMziBDu3+NGG8ooTbYVo+q1+1DvudLh/g/9Lnfo6/V/Msi6QD3VFQXWNzMj/WZTdqCtgkIZ3DsZhkFqPPJiyzRdHvxR1Hvov+O7RV4Cgnke/2pSLxWTGXiRlTrAyHs812megE8J/JBCCAC3eQ8DhqbRFAC4JjDVd/nx3B7hdQUehSOH8onRar60blos7jmpihR6JwGI9s7grgRWurfTcIBbm3cWqHZUHlEULF68IsPyGW46Nm5M6O2gY3SvTAL1klSi8jJsTdPDNlLVi0rldKdPoIWis3Otq2OwQxRWUrka2ygivaRSZY1Au4FrIddderafXYh8V31tvz8GuVqD26/lSiviniXXb6Ncn6zBTZ8wPcAMA5XkWadiDDaYcH5X8Q9HtFtwfFgEQ5Kuc5M9PyS1Kwdy9k6ysGj//ktp/8LCOvnvHF3WHLJJ7NW7wuA4Gy/z6DVvq/TvFDUHvrm0juVwzKHRvHgUXOqYSR74nvzNbOn7TdBxLV6zSDQu365G3p89zBngw5a1XlzYprCbgXgBWObCKGSPPAw1rdHaNrN8Ixf8h/ROzPOByyIhxDWOUuzi+WBQPbpcOw0dN0J1anK9Xp4aqW6t6gHucX0Tp3m/wq9pSENOb31u0QiurED4aQccZCvva4krgyScedd51NAj7DkqKH/GNG/+2zFgplUK5H286oVQBS3SoIMgr/uzZKLBQa9G2m1ZywVK4obijcCuj4KIBbqsg6PT17NJau1HRB5L/YRry2PFTnKm99jmzH+93aOJ5VRRKYAvJn/du1bndCwFWXnBVBXdPGLyBde4o6fAOTP5uTBxmC0tgKDlgeWx/r/jGO3UfoGdV4F0EA7iZsgWDPHhG4IsGace2z8n7Gjjg9Hnt49pyErMzsOh1taoVA9jNlIE6M2jVukVj7SLJ3OMhsYpD3B269tfKfzTaP1q/KeKy3MTj3uJ7HTR0jHo/2WIciov+vVIq3f3IH+4d73vsTj/cq2FKfBex3r7Rmj6OfI1/a5q4aJmjFc1TZFu+dAldn7njCPY73ncLnR4oFqA0xnfW+Ok6KWYRwEKxc8+BeloyBiUmTp2hnmv8ZLAkaeUBrBjbSplruztZIYqFPlKOoB40ikZ0vBo3qBNgtfixzFLpKO5K8C3AQnPee0tSpCnozT1OoB6MtQ6AstFYhmH2Bp5hZukgGsEzRF382pvvOG5hzLl4t1Bcw7UX3H6hLQHlPtz0eAnqMCNVKpY2u7pT6/fzdSL3cQfvoRk4QD386su99ECVfQvMtOkkCj2UMavXblQNnngsRRgTPp5n7ke9b9KR6C2+W7g9NAPVUNx3btdcD2CZe0PZPlSMQIwC0ByPZov65a1kV1K4DkYaT9V7TGHw1cgX0m7tKVbOxp2kOe7eYkaEedZQtnST9iCMZmxB+71bryG67T32jSkKShiUFX60Ke372PvxvDN2PGYfeTL1eC8ZNF7xflJ/AXV3MBcpftVhJg3ubXlRSr4u7V6Uwcul7f90/VoBz9CER9sHMw8gSCsMZCIRpP+V5DYGwsOqvuGTtQPacHAh1qp9DzFcOqr7BLPnLdIuH038UMajDQvBwE2XDi1UPteANGbwdBUDDVgqgysGie2ZESYus8WzjaWf6He5ZNLj1xZtQNMOrFn3WT2bAG07895Fcx+/2t/B7ul3WYXZMjAOgZSRQTv08WyDPdQTMH6DERraEkPFdcro4f1SvO/xtqG88htLvzXR9Q74I6/gAiklLk7RhreNV6AveXn4OBn8W+OVrYBj8bSTB/TqoOOCodfLMoMKUrVy2bjaeToS618sz8C6nLsk4EngHM+jPEgCaZCAe1FVdxLhbsaIsdY2v0Nt0cjo2+OlAKU7wsMaqka1U1ZGe8RnrS1oyJspjnDLAuWil9gd2vutNBYUCwwz1XmDWO65BZ1ECKwcIaj44cfSFvi3RMMRAl/zRuAe4/LLkvyywzLardRHuJrVH3AsWmF57xab5xKZauclH+/e50wFLSoKYy8LWa/rzqRj6Pz07NzGUboj7VAuQ3mN2REQKE/2HQh8NrCCnp7svggNk8F9OqdQuuPaqpXLi1/tR7CrO4lGma8PyL/dYu1qxF5I2BzDFn65oeDE+9pF3HPYAgsF4yKhXJni6sm6NQOU7ggLRSwU+mYtgzcnz3AGi+y4ItnH+4Z1E8wAE65B/tGohTUqBO/sV8mWnfqA/PMjncaqFHHiueEZ2Up3HIdP7KIySAdB5xHTiW3BLBbTaETZAJcW8F3ulkceriLxP+w+HPDbj+9w3YbNznRt+K2FlbYpd8zNwBo+OI0PRSguzMCBCWNvX5RZN6azZY5jYK15k6fMT2ewxzkgOxhsMrNSnnu2fgqlO8JCqdhanjW+EfAdJ4MTtsB6G4I0YyDSLTgOv86wCm7fumncSnfED3ckcHEAySF+O9FotzsL+oT88yN/frzHJj1mC+XBQHGLZCvdcQ6MoTysKe7CIOj4Tn4nacBVHwjzz493a+KUGZZVU1XPjg9mYcEPsXlvoQjGYHYoeUnKI1vpjrBQIqODbMuTj9cIULrjXK6cd6jajz7kBIvENYMT2GMn1jrgM1HWwO0SBLM2BvfrEqB0x3E8w8fEGuzRGildHuF8vAJf+UYWJ1tOmt9mC8OAVas36J94VrAONZKo52vi92tryhXEh9kCpt1kx492UPs2zbQ156hhfTzDmPCxPnO/6n2TjkRvYTgBJSkEax3B5ZGpp829YUH+Uqum2ge7ORbtFmUr6gMI3Bt6KWxRvqGcQ3kXSsa8kWQwAiVZ904ple64Fu33urWT6mfUhfBHnGiJ9Z3xM11+1GGh0oOZRRicgcAQatv2jz2DQymPdjHEGIh4BnQdfGvqTMeC9eEHK8qg6uMp2nBopzZp+IRzpZkdhQOoA41BEX7DhaNb6Y7juWTGW/fOrbCrZez4qdr4xfx2b2PtJ/pdLrnTlZZ++9H+DpUfP8sqrAtj3Ehi9mOnts0DlO5IB9qirV9orI1d8BsW8svEJ74tfrSh7PhiZNluCwAAQABJREFU3U+NegeuvUy7DTNlYZjjbkej3u3Y9nmVU/pZoSQR7eRQ9+M5EkgrBM5JKwlhOkggFAEs+rI22ec4pt0Wd1lZ4lpMhTOLj6KCNK5kQsWLc5hS7VZomGuKFylodmU6YpL/cXMA1jPlShfXP9FxhYsHt2Dhj23Ji8GiIrIVeOiIm8XTYB0KyzxbjDU9fCOaTuSmLYEK+o2btjqXYHq4ESjVZk4Zq14fNVD7MDTH7S06/FhoEgLLUrOwjglTvsx9joIWlrSmEW3OY4uFeYzYinpz7GzYPiWW22YhV3d+MBXbCBaItOXdhUsdK7JqVSs4Sic7jNl/WKZSG6UUpjQa5aY5b7aHPztidlNsoTTFwrpmMMcEgN9eCJ43rLuDCd5HLBgKgXU1pt9FK7jHM2Kd5CXoTJv3HeePuhTefqQTawxMHDdETZs0UvXu1i7oc4OVnJHj4prKFlhQGAXBg7KAl5nlYIcx+1joKtR5P77Dd6y1J7SFYLK7K5MGs4VrBUwJh4uPN0YNSrGonAmHmRdw9eEl+WQavWlIYzFL2wc89mFZBsEsAFuh544LnVosyAXZsjWlL0Ych9UMrCC9BIqeIaKkRBkUr7w2YarjAxyuogaK0t0MUNhx+5U/P95jO13YryPWoaH8XdcSdxxgBsGgkZneqw+E+BfvuwUravhuh+C9ebR61aB3SzqfpFzGjIpQijAMMLldFJmIS1h1P/KMATAvsWdiYJZHPBJrHbBMrMihCIJgQdFQCsU6j4Z+xrGmH9amZp2EXTJQDqtit6BtZQwHsLilGaxM1PN139/v36HqLrjQwiAQystQEuszT0S9Hyqd8Z6bK7NBjMAAwLZAN8fNFjOrYhHMqEMbEgIFZu2a1YJGg3ZIqAFtWLubgTS4GAm1UK69NtGmLTuD3tOvE7G+M37d3686LFx6Klco5QTBOlReslQU7xAMjpRN7id5hbOPoU2AWYgQlO11a9WwTwfsYxANFreYOYHZLWh7QjAQAHdFEChUvYyO9En5h3YK3GRAsL7Uhk1Ja7/oA65/sfYT7Wj8KJfs+NLavh/t71B58rOsmj5ngXOrejJ4H0rqi7GSkRmyaLct8bah7Lji2U+Nescswot0wrgqlDR6KmmmebAwiWgnB7sXj5NAWiJAxXtaehpMS1ACS1d+6ExvgsUblN5uQYcBi7cZWSSjs5HIbbdmDRoMfnSN/CSL3Ljl/vKlnUNw8eEWWH2YjndlcU3jFnshLNvqHZYkxnoACnXjt3djsh9PE8+G5N9QzHstzImGkFGk4Rp0gODL9Z0Z82QRsqHax7yJ61+9oKn5pbT1s1F+wGLI+Gc1IdDIN4v9XS+L/sAn6Nkot4riIpjccN2p9wNTSm357Mgx52cwRacJgGdkrIjwvnx+9NQgT06x0DUyfPSbYs3zlh5UMsphcy7Y9nCyAt0M+sAyItjf1WLNZOSYa6DJHA+1xfcSSkFof0/uwQU/0wlXPfYiv+jQwV0P3PoMGjZGT5E2+XBzPGw9t3KlU1pkm+uwhRIhnGUHwsXzHX4m06khmE0CP+qhBAMBsDaBD/9gclv24O8zroH/fQjeQ+MSBr+Pie924/oKayIEe4fMcfOs4cLAuNpAPDnFzZMRrH+ANSKMFY057tcWvqKnyKLDEAw4YPq025rT3Muv/Pn5Hpu0YUAklECJaBQImA7sHiQOdm287xYGTqBEh+TNc5czeBjsfvYaJXb56A4PP53B5DqrzIUPdK+2AK5FnWTkp59+MbsxbWOtA+zZNKHWIUGiMBgUKt8xJTz5ImNxisHzpR5W70vFNR8EyisTFr8T9XwRt9+S845TFnZwKdVFFn+Dywm4SYlFYn3m9nsdT70fS5pjuebIkf9v7zzApCiePtzmzwwqORgQASMGQFEUxABiRDGgggkVc8CACKKIooiiKIgBDJjFrJjBhKIoSlBAEEUUEQNijv+vf33XQ9/e7t7u7Szc3b71PHczO9PT0/3OTE9PdXVV0aCU2kXf30uVjwbE0r3fUx2n9l3tkmQH6yrNz6xLlX77NO2dXFV52drG6fHvm2RLuT2QD2JJvt4xvixalveeCfPIZT2ud1hZZdi55Y7RNfR+/8NjZs6e6+IFaVub3VpmHKNF18i7sVB/uKz7RBa3mjnhjVZ0vvD5k7/uskTKey9h389v88vyfifG3S758lTkZS7973T1irOtml/cz9dAX7rBGZVHAzTeqE/vdP9Nr3259qGURxwS3vf5eu8oFoJEzDRzOJ2obdaMgVSSj35yqnOxHQIViUDqp6IilZKyFDyBccWBPgUilbsNt88qwr2/W1n+yUIn0X9zIszq1aolbop+lzx2pWi7X5EyRxZlsq6XT3ZZrYcKP+9mRorxZC/DXay7mltuu8dlp0BxCgInmVzsZkYvOPlbb7njti5YiSx95HJGHz+yUPNT5aR0SaWAkDuaie+8Z962wflm2w5x2GlwJyv+V2yYF24ysmyRL1SJ/HsquIwXBZJSWSQd9rFWcsUWJ35/VVluUPzhlqw+q1lrHi/e4sb/Dq0sawd+mf3+xGWdWjWjTV8u+Crq2OzSaifn913ujPTxqmC6+tM9JYseKUE12yOZz0/NYvADAvpgPaLbadE5ylpJZY2c7jgF5U0nq6fglY9yaraJmL1jfeTL9YpXGieWr8geddlWBWf2UicYePPbEpeJQRkT9/vf5XkONTjhfVDWsYGf4pDqQcCtZPmF97RVxUVJdE96kf9U70PVb0u3XPD1wujDRdaO707+yClCdG/Kf7T+NHNAMyJ0Pys4bNiOpss71T4p9O+468Fot4LKJpu14xPEUb983McqX70Mrn04a+trq8AI45X4OobLOO6tBcE9oUBXZUlNqwzXe6JocDG1Ffr6aayRw3eygiWnkjBdqjSZbi/vOyAcvFTAr7KkXt1aUeDCstJms18DiIofIqWW+iTetZnykNsvbw3sgrwXz4LTvnxdX+Udt0j5Jl//I60/b4n6LfrTDDApzdR3UXyM5ttslXImVFim8l7zuN77YVnyta5r72c6ZPKuUzk0S3KW7UdmI1/Z9t+LghaWJenaO80O9XLtDSP9aplL9c01SJhq9mKZGWSQoLz3TAZZZ5QkjndYJicSQ7mJe9jOxtPgxhsTJ5WYnVZiJmwSg6NU5/jSuubyku4e8GmSLcPnL+xTJ0urbWHfPDw2MX15vxPjbpcSy1VRf5e3/52qPnG2Vep3esOfTPotKpPuEw3u6TtCAYNlWBJHHypVfbPdHt674T2dKp/w2Qi/N1OlV139rPhM+jKaNadyhOXyeeern+zzZwmBikwAxXtFvjqUzRGQ9YQCPkr00X5bsX9HtyHJv1XtKKussaUUVoewfdsidzBJkma5KVFFV3S4XKxI8e6syazrFfmVlmi6oy93Kp+jUpYoEJiCBMkljf8weLc4YKqsg/QCa2H9VUpknTvlw2lmdxsIyKfX9l2LfVZr3Yus5kfccW9kle63q9O82SYNjQKMSgHm/Xv6/eGy5U7bG/l8VXA8Ba49ywZ18sFnXiwOxqZr0iGw/A+PL6T1RKXewoVFU/plyZjMtUUim5o1Now2hddE1+uy3ueau2wQxSefedHNWlBCffAowKD+pGBU8KpzzzzZNGvSKMrn628WRevZrvy4ZEm2h2SVPuQVZznl9ul+6+f6ITs4oXYgFCnJdd9/992Pkd/7cL/WFy0qcvnkrpsd+CpLqllL9HSSy3Mof/NeclVE+3yyWy5r88KyZJeHMUuKA8PqOPmIveGafm7mxoTX34nc+si9kSxV9bfSSqNdzAr51yzLJUSqsngFnN+vD0EFCFTgwGQSR/3ivI99GaVA9q7G/LZkyxpB+7Ho26LAwMnS+W1hfct7b4XtVM2NlrVf/hyJS7VlG9j3iWZALLbvJw0kJrrGSjymMv0O2zSVe2mxpb3q7V0BpavPOmsXxWVJl6Y8+6T8UdBuPVu67go+Kz/4kldfeyuyRt4/8AevfZXt+spXvgYW775vbFR23WMyWNDfQ48+7dofWcnKpU4cknjN43rvx1G2svL4pvhdp3Q1ay6bIZLuuGrrp3/fJTtWSm8v4UwUvy1xqWdFs8n0Lk+UheXs0+g+WGpnraZzDZd4rnz9Trxn4jpP2KZnm2f4js7k2A5WoS7Fu0TuZrxbOHEe/9rbbrv6W6GxjtuY5l9Yfg3SlkcWLirqd+vYGhnkEZ4nmRuu7MuwrM/kj10R7ZI/9/Je5tr/TlXeONuq8L0W9ptSnVvbw/6N+nlSvIf3a3n7UOnOmc2+fL93fraKdy/rrruOX027TDW7NB/95LQFYScEKhABFO8V6GJQlOQExr34arRDlnIffDg9+l3WioKsxqd4T362Pa1if/jt97qRcHVAveI9tPpIZ6UvdzNSvMvyaPrHM63VZzOrXC+qY8sdt3Mn1ai8/FI7P4RWKS/Fu1fOSzEvC9FQpCg/9azekbWsOgXy/byjtYzfqukW0SyAsy64LPpATWawrrz3sR+oD1h3DXJT85a1IFOAO41+v/veh+6UGhxY0Z2OsO4VZV0KALno+c0qyKUATjUjwZfXW6brd6JVshQ38p1+bNdDjXycanbF9E9mm9nWfYqfSq+4BhdccqULjuZ9qYf5yA1TjxT+130ZwuUa9sN3eUlc5dTA1MV9B0VukaSw3Mv6gd3JukHablvrCqO4wzjq3ocixfsym+6i2krRu2jxdxlftz/+/Cslplyfw5CLLLZXpIRlOd8GZw1jSpRVrkSFoqYiK5jVmaceb963A0fTbLv38SefuoFKfbhLMTHxnffNOV9dboZc3dcN/pV1jmT7FezujFOPMxf3G+Ta5/GvTTStbRDqZO+EOOoX5hHX86bBWDEpS0Edth/pLMY9p7Cs5b23whku4fn9ORKXuq7e0kwfb2XVKfH4yva7rrVg14CPrqGs5cLB1WR1UbuTL5ELGSneJZq95hXvLxW7yNNHcpvdWpU4fWW8vvu038MGjt7dWWUrqLgGGT6ZOSfqC2nQ55rrRxgpElLFBygBIcsfeq7ieu9neeqsk4dK9EzbgHTvu1QFKHEea21alug97l2OJKYNLY8Vw0gu2DKV8H7O9JjKlC5s03N9R5dVb7kubGZn434y81P3vaL2Te443nv/w+hZ62hnzCbOBE2Xb1j+n5YuTZc05b7wGmeSR3jfe7dEKTPPYceKbpdyKHrGh8bR/051shJtSIZ94VRtVXidw+uf6tzaHvZvNiieJV/ifs2wTOnOkcu+fL93alkXf+qvqS8aDjikK/PiFP2ZkFtc/eR05WAfBCoSARTvFelqUJZSBOQf+NUJE912deAysRpT4j+tX08p6T+c+rFTLGc6naxUATLYIHcwu+/ayijiuhTjimLfpPFmLsidDpcf2nT+0FpbdzPeD7H8vK+22uqRCxdv6a58Wu60nctfFs6S94qt4uVjOvHj4/pht0Wd30MP7mhOPuHotP7WXIYp/umDXYp3yQv2g12K99feeDv6MKqqQVVT4Mh4c4P6ddwHuJRN31iLrwZBQM9kmYRWGGHwzzCtZhu0tLMf9CdRJ2jajJnmttEPWIu+OW7w5tY77zXDbxjo9stKw1uOqbNUEay9XMES/sVVzrFPPhcp3bfdppnpf8m5WVtMS1kmBZi7bnbgpEH91P7SVY2vAtc0CdUyuT6HIZeFgfV74nmWx+8G9etHp5EVfxz3ktottSf6k2gWx1tvv+fuZyks59up52OfeNa1X9HJM1zRTKLrrNJeAymnnnSMuWn4aHfkjbeMMtts1ayUEjSO+oXXK67nTR+zC+19WD9wAZIMgbd40r5M3B+FZS3vvRU+G6GlYbLyaZsGorzLp1RtXKpjK+P2hrbt0CCp5IsvF5S65xLrtCCI7ZG4L9ffGnSX4l/P7oTX3zZnnHKcva++jYLQa2Dez2bz58rX9bWvxJSi+/2fv/9JuT+THZqF18zGRtGfl8/nL3D9GO/+71breqdTh/YZzSbxeWSyzMd7X++idPJXmsHfdMfJYEKD+hoYCvsf6Y6RG6tspW6dOtEhmVgVa+BCfZtkEsYvkfuJdMFVkx1flbfF8Q7Lhk8nO9tXind9a71s40QcZYN8v1QcRNcZ7dhBsGwkLP/XxTNGszleaRsG/exvkgSSTszvm0XLZhWW1UdPPDbb37m2S/8zZbQD9nt5RUoc/e9U5Y+zrdJ7UDMJ1Rf5Jpghkerc2u7bR11DuYSTxNGHchnF8C8f752wWHpPSI8iHYf6EDL4SqePUV9e/b1kEnKLq5+c7Dxsg0BFJLByRSwUZYKAJ/D6m+9ErjV2a93CPDv2roz+OnXc02WhD5bnX5rgs8vbsoO17PDy4iuvmQ8+mh69dPbbd9k+nyZcNrUfhz6IkJTpkz8osiTXB4UP6KL0LYqt3/XSm/jO5KgjsKu1mA9FH65TPpzhNqmz0rNHt5RK99+tFXtZIoWPfL9K3p8yzdVLlv2SoinsLdw6/0oSCBVLU62VejrRh4sU6F5ChYe2aQAqmcgCobm15L75+gGRVfCcuZ9HU7Q1WKUOmUTbNWshnfz6628uoF66NPnYF1c5/aCUynjhuT1TKt1/S8MhVFrKYrIs+czONEgmcTyHIZfF332f1F9ieO73bGwIBZD1ys1wX67rDYvvI+XzUbEyMV2eUp54n5CJ6VLdz26GgvUdO/iqPtEh02bMitazWbn2ykui63/w/vuaVi2LAtMqYOw11w8v5e89jvqF1yvO523u3Hlpqy7F2fSAU726yxRdqQ4My1reeyts42Z8PNsp8FKdT9vDdjCxjUt3XGXdF/rZV1yOdCKXep/aNjpfIoWBd6+iZ+DtSZPNy8Xu4nTO/RLczGhbnNd3jTVWV5ZO5FYqlYQBFlOlSbU9Vbui9LLQ7d3rdOODKap9njFzdqqsyr09ZBbe78kyTPfe1/Xywel+/PGnUu1VmN88O6hQHpFytHZxbBldEw1OpBNZfYaBstOlDffVr1c7+qm4RKms2X2iuZ997ldLLTWY5cUPavnfyZaKbZPoci5ZuqqwLY53WDYc2u6+S6R80zeBmxVrv00krVo0d26dsskvLP/U6Z+U+T554unnjWJNhQNT4fOXST8lTOP7ytmUOZO0ubRLa6y+bObpDykUmb4Mmjm9IiWO/neq8sfZVqnv4w0ZfrBta1nB6PXNrf6spJZ1MeNnL8fRh0pV32y3h/d9Lu+ddOf1/RkNimqQJZ3oOySVhNzi7CenOh/bIVCRCKB4r0hXg7KUIvBsGFTVusrIVELXLi+8/FrKgKKZ5ldWuu2t8tNb1cu/oQ8Gq1Fi7/swVR76wNq5ZZGrGAVg9BYjLayFeyhSsPqAcaH/YlnMh6JRZu8bU0pE5Z9M5AN/XtBRS2dUtV9xgCR9rN5z/6NmhnVzIlGAJf9xmOwcFXVbPhSTiXVt26Z1tEkzGqQcSyWaQeCDhmn6bugHVUEij+x2emSZmCwPXWPNrJD89+9/1lrsvyiZPo4kskC494Gx0fZkK4oJ0O2kc0zPc/qkPV+yY3PdFkc5v/q6yHpJnfTqaQI0hkrKRBuidnssu273WV/x6ZQEb7w1KYrjkFj/uJ5DXx4paUbd+3DiaaLfur9k1X3DzXeao447vUwlSnRghityReEH//RRrA/eVCJmvS+7xhx2zCnmkv7XRgM+apeuu3Gk6Xn2JdGsnmR5yPLMtyvlVZokzgK6yA7E+CnGCrY79omSHw5x1E91ieM+TmQy5sHH077Dxr043s3S0HEaJJUf/Uwk13tLrpt2aL61O5X8OGvQOZXo/r3X1sNL29139qtVdqn3o2/LNWgdKrrDSst6bNitd5VQIIX741rvsPcy1w/P236RZulJFB8kWXDuOK9vGCxRH9upRPdyeWSKHSQ99sSz7cDjy2kPV3wbL/8kxADx23NZxvXeVxkUyFQixd2XKWZD6D3znp0pWV7ZM3jf3XPfo2mzUd8vVHKmTRzsLAqc3cxtkRJr3AvL3EcGydyq2ol7HngscXP0u/l2W0WGKo8+/lxk4BIlCFYUIP60s/uYzl1PMbfavk1Vkb9S3LdxvcMy5bTWmmuaPdoUteNf2EGb20ffHw36yxo+W1H5W+7U3B0mReezz7+SMgtdW7n4VP/ilDMvjvrXOzTfxhkE6cDxdmZPsuCOPlPNbHzhpaJ3lurSYseiwXm/P45lru2St65WWebZWGepZoJMmjzFpBvQzKYu//z7TxR7J5vj4uh/pztfnG1V2zZF30Vqz8r6Lrrvoccj7n7g1pcz1z6UzyeTZbrv1jjfO6nK0vXwgyN9woM2XkqqgR5ZsavPmk7y0U9OxyddWbLZtzzOkU15SFv5CKB4r3zXrGBKLMsnb9GiAJ8K9JmpaGRW/n0l6uhPtpag+RSN4HYoHhiQD1t1+CTyg5xJcMAwOKpeWpIWdmp4KJoGLv/vEt+Z1Ch3ouXghlbp4oPxzbGWQ7JiThR13q685qYSnavfrY/5VLKH9Smvjqkk/LBNtJLTvjPO7xv9pZpqluo8+dy+7jrLAtdp4CDfL9BttmpiNEtDommKQ2+5I/o4COupILwjbh8Tbepp3WJ4eejRp8zNI+92/gV797va6JlIJvKvOctaTEqkgA+DuR560H6RD34p8cfbYHrJ5P0pU41iIkjkeiK0/E6WPu5tcZTTWyxpgEh+jJPJmAcfKzGokGj9rkE0/5yp7ZB1dDKLJQ2S3XLbPclO4bbF9RweelBHF8hJmSrA8QOPPJn0nLL+8veH/PPnY9p0z5OOdcGeVQC5bFFcgWSiDxl9iGswQIpzfz9eftUN7h5Th10fzMm4Kj8p9f2Ax5bNtkh2iqy3qR2+6Pyekc/Z2+960A48FgXt9pnlWj/lE8d97Mvjl7rXRtx+T/Tx57drqVkZd979YLSpu40DkanEcW+dau8Jvf8kKscnNohlouh5HGGfFd0Tkh1tXBDvLisxbVX6Lcu4Y7t2jqp01XW3mFtse677TkwU12WybXdPPbu3c9mgAcNUEse7VcYBzbfd0p1iko3RosESSTp3cXFd34bFA8M632u2HZOFf6K8OfHdKGBj4r50v+Xe74LeVzpr7BuHj3LuqpKlV3s0MRgwbGbj3cQtcbz3fZkaNqjrV80ddz9Qor+mHTKeuPq6m41mMJRX5Ofet8+6LokDkj7fCdY44Kln0w9q+LTJlt2POSzaPOqeh40UkomiZ2LkHWOM+kSpRP3Q447p4nbr+blq8LAS/pf9cVKoDR56q3vHqA+8TtD/82kq0zLsv075cFrKosfxDkuZeZIdHfduF2196tkiK1cNtCTGnYoSlbEit3C+HdT7xLvUTDxMAynemGUT+60nIyeJlPfdjip6B+p+unrIcCOXRImi77SrB98S9TOO7HJANKCTmLa8v+Nol9Rv0cxiidzvPf7U86WKo5kq1990e6nt2W5YZ52i8+jbaLqdwZatxNH/TnfOONuqwzp3sgYKG7jTyZ3tcykGA1+d8Jbxg8Ey5pDyOZQ4+lBhfonr4XOf7rs1zvdOYhn8b7lv3NPGzJKoTT3NGmg9+cyL0WwADfzIw8ApNr6c3kn+OfbHh8u4+skhn2zi/4VlKWs9PEe6a1BWPuyHgAisCgYIVFQCoYsYWY6la8ST1UG+yb1ibNyLE/L+ob/vXm3N3WMeLWGZmO6DNizzDjb4o/c5p+3yneaVf2E6BVsNp/O13rmkmxmllfWzLFOlpJOrh/N7DzByhdPKDlxI0TX707nmvoeejJT3Pv8773nI7G1fqju3LJ2nytNuj12sBcoyS6WmTRqV8q/5rbUgUZBEL+W1VvXHx7lUB1adcnUYZGF42cAhlklzy311qxz8xxy0/z5xns7l1eP4rmby+1PdDAQptecv+Np0tFaHWzRuZJYsWeI6tw+NfToKkCrrCR/0Thl06riXeeLpF501649Llpozz+9ny7m3HdDZybkhmjvvCxfY6lUbNNK7kZFP/1B0X5164tHmikE3uQ+VAdcMMxMnfeCmAm+ycUMbC+And0/5jyYde5z9SPYf42Fe+VyPo5w72yDDUihJ7rVWc0t+Wmp226WFWWutNa2PZfkLf865SwrroY6jzr1b65bOH772ndDtCNPrkgGOlzrl8+d/ZfZu38ZahW5mfrHKDnW+HrMfQPpA0aBgsgGmuJ5DKe80GNP/qqHO2vB2689fytZd7UyXzTbbxCy11+8NG/TYu38qKv/heQlcqY73gZ32tvfkC+6ePP3cS62iuYO7ZxV8adG3i81L1opWbY9EXBUU2Eu3rofZe22aUyDL5cCpZ11SfHxTqxhZywVCVOf5FfuxI1F8Avlhjkuk7O18YAc7TXacGxC4avDNZvjQgZF1fa71UznjuI8T66t7bOwT41z8kL3btTGNrIWy3MPIDY8Ust4KTgptWfxlKnHcW7KWVhA9tW9qo869qL85/ND9rR/9pvbZ2MB8OuczNwimWQYSnfPUE5cNLmZa1sqaroPthyhWwcOPPeuqoHtPf7pP9N7xFsQ72YF2KcbDge2wznG9W9Un8ddC+asc7e09lUriur5ynac6qv8ihdjZF/S3bcleztJe7+QP7P3xpm3HZGCgQTelyVTky12upN627zUdd8XVN7r2Wv1GuV36/ocfzQdWWfmGVezPLB4Y2mvP3UrFxsn0fGWly/W97/Pv0nl/88Zb77qfYiOjhnZ2BpsUmxq81GxOuX6RoYVmtJVHFKOo6+EHGQ1E6l5Un1lK8V3sLMyN7TVbaGOYvDv5I9cmaxbS2naWiw+QnM35NKDdYsdtrSJ1qjv+wj5XmQM6trftRBNTo8ZG5jPbl9FsT71bU71T/fn0TnjKtntS0Ote7nH6Re490tjGVlIg7y/mf2nfzy9Exgi1a9Uwne0AdmWW+oH7MLUfUjrLlaT6sttus6WbtaL6xfEOy4bTtnaGlYw0/KC/jt3H9pXKGzhbLqEOPmAf89iTzzvlXW8bGL2jbbO2s0ZHmgGy8JtF5kmr4PezFtVPPeaIZYObOv+BnfYxT497xQ30KvaRZth1sQNMTZs0dt+RM2d9ah61fUHvt1vtrp61uCWudulwW7Y77PMpkZX/x9av/vbbbW3fpauYWZ9+Zt+9E1x/Jpd2QHnrOvrB8RtuvsN+q+xhFARdLqYOsN8i+n5KJ3H1v1OdI862Sn3Lk48/ymgwXO+M6268zcaHmmlat9rBaJB4gf1We+e9Ka5f48uj74JEBnH0oXz+yZbZfLfG9d5JVg6/7YyTjzNyfaYZfJrBqoFuid7boSHNsUd1tt9iU0oYOfk8tIyrn1yv3rLBabmNGnrLna4t1Ltsww2qm0SPAGEZMl3P5hpkmifpCpcAivfCvfYVuuZ6EeqjwkuHwKrCbytrKRcvt426333ETXx7sus8JLofKCuPbPYrYMuOO2zjPix0nH6HwVHT5aVOgBQm3n3DdtYqTS/0RNlJft5tx8uLLOqTyXln9HDBNmWxO3vOvOKX3+gSSaW82dN+xOmDSzLeKm8/th89yRTv2q+BjFDx3imJT1ilq8hyyAH7RlPgpKD1Slp1OPOheJfVsRR7/a2lr5Qv+ljwHwwhJ1mMSll1Uvcjw832I3ItM/jqS81AOztBHWwpku++b6z7K5Gw+IesLxJnIWjXHnZa5UDrY/fq64Y7KzkpNr1yMzGfE7odbj98OiRuXi6/cy2nlMLv2Cm3k94tmnZ7t506r79QZD10sh0QkcW2FDzyq3yVtXy6f3TTyLJcH5PyEd5/4A1OSSDL7mTW3d2PPtR9AMslTTKJ6zlsY4M3D7zsAjPIWt9rME3KC/0lk9NP6Wb2SqNIS3ZMNtvOPPU4s0G19c1dlqsG1jTl1M6DKZWF2rQr+p3vAk37nfoQHdj/AnPNkBHOCk0fedcPu8PvLrHUQOvF1kK90aYNS2zP9cfJJ3R1AxeyIpfiZrQdcFTwaS+51M/nket97PPxyyFX97Ouewa5Qc1wYNPv11KDdnKnk63EcW+dd9bJznpsjB3s0mDUmAeSTzOuW6eWucwGPNa7p1BEA3CyGm9iZ+Hp494rSP2MK7X9GkDvd/HZNqjw/RGWVa2SMx/SpnUr+14ZFVlJt7EDjqFFV7JzxnV9FdD19HP7uEFitR0aTApF77uB/S8yF9vZXZ5TuD/dep8Lz3Qf3S9b5a3adQ0E+Rlciccprk6vs05J3Bzb71zf+74gW9vZPp067Bn1uzRo4AcOfJo927Y2jaz7HN+P89uzWR5lrTjV37zVWpvL1cvEd953f2EeUqz0v/Rc92xLOV4eGdD3AnPt0BFGg9kaLHzimRfdX5iXlKCDrrjYdD/5vHBziXW9G4Ze299ce8MINzAhS+DQ/WKYWG3OkEF9oxmb4b7KtN6+3W7WzeNY139TH0CGBV4uueD0SPGubXG8w3zemSz3swOv4f3XMcdvg9NP7u7cwo2+9xGnFNV3R/jt4cskRfPV9l4JZ4Zon6zfhw25wgyy1u6Kh6XvIG+E5Y/1Sw0G9e51RqnA0n5/rss42iUNGrwy/q1oht6EN94x+vOid8gZp3S3s6emRd+Qfl82y0PsgId4SdQ3UwBqL3vZ+y9R6ez3+WVc/W+fX7JlnG3VXnZgVkZl19xwqzPI0izZZDNldZ+dd+ZJpn3b3ZIVycTRh0qacfHGTL9b43rvpCuLvp+uGdDbDgQ9YB6ycWu84YBXuuvZ62ZnXR5zZGc7EP5+lNUqxTNSog12JY5+sr4PtraDt/qult4oNCCTkUEcineVOdNrENaPdQgkI5Cfnn2yM7ENAlkQeNf6rPRBnLZs1rhUxyqTrPSCaL3LTuY120HRh5j8qx568H6ZHFruNLJS9woxBTLTR3emopF2r3hvVRxINfFYWYPIZ6x8E6p+22zZJDGJ+619I4cNMqOtT2hNofNTMrVT1j9ygXJS96PMqqutan63FjNP2UAo6synkybWmsiPahdZwLdOl7xC7tMovCxxHrduOcL6rp5kkCOuCsgC6dYbr7IfhmPs9Z0STe9X/vrYlRKq21GHpBzwUBCgYUMGmGeef9n5o5QCPlFkldjDKhRb7GAHZlKIBlR0Twy7dbRRIMREqzXFEDjmyIOzsphNcaqcNudSTn2AXHHp+dYi+3lz34NPlKijBt3k//rMU493swVkKXWbtR73Vk+JhRaPW2640tw0YrQbkPIzCnQOubHqZK31FLQzdPORmEecz6HiQNx+87XW9dBdzgWXrJBCUXmPP/ZwZ0EYbo97XfU/xj5HW265hRllldZz535RwtJFz9deduaMpuQmusFSWWR1fsfwwXbK9Djzkg3IprYsUXz7lPhBnZiuPL/1zPW58Czn3kPKTwW9bGXZyqJOkmv9fJlyuY99Hn5Zp3YNc+Pg/s66SO7X5GJCorJqeve+7Xc3R3Y5KHL54o/LdJnrvaX3nNw/yHr1LjvrSz68/YeYyqBBaFk7K9D38p5JkymDfKdrt3trN/tGA32fWIvLxVYZtJVVrG5j7ztZVEl8n0frmQTIVbpsRZZmGgSQxZpE1qRlSVzXV8+znv1rrh/hBr/8eWVJ3bTp5uasnieUe6BNLkgusQo0GRM89dwrth/2UTQTxJ9HluLdrOsfWUyX1yLX51XWMtf3vs//fDuo1bjRJk6xHA5G6JmSRf/x1grz0ceLZlP4Y8qzlBuH+jZwqfy4q01Xn1mi9lIDppoFp3dMqkG1TM6pe+9S2/ZubmdqaUar/NZ7xY0Gf7bdppm7B3wsjnR5qh25vM951jJ6nO0bveJi5Ejx4kX5HWJnN8nSXbEKKruojRg04BIz8s4xbmaYr6veAYn917jeYZkyUxvmRX2sXN3cqfxHH3GInfW7pVXo32/mzPk8ilul8+jZlVW9lHsaqEkmGsS7sl8vN8tRA3Ca8eiZqT1r0KCey+PIww4s93sz2XkTt8XRLukZvGXole7aP23dPWlwTCJO+iZUv73dHrs6xXvi+bP5vaOded3nwjPcOzycwSBlaiYzzlWeuPrf6codZ1ulma6NbHt0y213O+Vt+F2ke0iuDk8/uVvSvmxYxlz7UGFeievZfLfG9d5JLEP4W/eCjFW62mdUfRnNKpGOYTvbfouXjG4kvj+j9jxVvy/XfrLuuX4Xn+MGAuQOzRs06PyazR6XZHMN4jon+VRNAivZjlxRC14160etILBcCZx02gUu2KJeBveNuimyoF2uhUg4mV6I8hsvRZ1eyqms2+QvU4r1VB+kCiR5mbUAluxrpyCmsq5U5/aQI3s45dATD91RYT96NL1dFuSyZlDHQNdseYjcMXw69zOrbFnfKnAbRr4pMz233Joo8NSPP/5oqllFgj5yyjOTQwrneZ/PN+vZD7p6dWrH7t8y0/qUla685dQHvSydvrHuT+rWruWU7cnOJWWGBqB8MM9kafShIwsgufdoZqcrp3qGkh3rt8X1HPr8pLCeZ6fnr7PuukaDM1555/cvr6UsFz+f/5VZtGiRdRlQwyoMa2VsXahrpOsrNxp6HmvVqunqooG9iiK51C+sQ7b3cbce55oFXy10Wbzw5L3RDCgxU1Ds762VpxSo+VAq5XpviZkr4w8/WKXhps41RsiikNa/tvf3i3b2npQF+pBPJz1Ov9BoJobaoucev7vUuziOd6v8HR/R7TT3oSyl1Zg7b8z63RfH9ZWCQ+8fidpUKWXjFPmYVb/nO9tmqz2pb6ek19hog6zrGleZcn3v69ov+OobW6eFNo5Lg5QKxzjKK+XFbOsi6r///mevTaOo7Ykj7zAPDSDOnD3Htg/V3WB2Ln0wuVxRTCO5gqtr+zN16tRM+04Py1HZ1nUvLLbt///s9alWbb1I0ZWqHnG9w1LlL2OOx61rH8lF5/U0MjqKU1Tf+V9+7e599THU31G/PRvR/aHZv//996919bhZxn2UbM6RSdpc2yUNaMvNlFxENtuiceT/PZNzZ5NGbcB31kXXqnaQQwOW3od+pnnE2f9Od8642yq9M+Z/ucAOQtaz30W1yv2+yLUPlarO2X635vreSSzHDOtK9sOp093AWOK+8Lfa9oMOP9Ft2n67rcyQq/uGu1OuZ9tPTsxI/Rt908lFUnm+0xLzS/Y722uQLA+2FS4BFO+Fe+2pecwEFCRNfisl8rU7eGCfmM+wYrM7s9dl1lJ6livETdddXsIXeViyDz6abnrZQGfqrD16363hLtYhAAEIQCADAqkU7xkcSpIKQkBBhjUDQEqIHscdaTRNPpV8NO1j6x//CrdbAyojrIuyRInj3aoZOt41ltyKyWoUgQAEIFAeAjLoOebEs93AuVyRPDJmRJkDAeU5D8dAAAIrlkCvS660sVKmu0LcfP0As2XTxikLpJlT6vtIjjjsAHNK4M4x5UHsgEABEFi5AOpIFSGQdwIadZfPaC960VQlUVR3r3TX9PgwAKivp6xSrrW+8i69fLDbdPQRqZUM/hiWEIAABCAAgapIoLUNgi2lu2T0mEfMW2+/l7Sasub0sQ5k9XuqDaYcSlzvVrlbkGsliVwgKAghAgEIQKC8BIbbYLyyAJUcvP8+KN3LC5LjIFDBCbQOYsop/tWXxTMyE4utoLQPPPyU21zdzsg56rCDEpPwGwIFSwAf7wV76al4rgR++HGJuf/hJ8yff/5l5JN+8Xc/uCzl43An6yuvsot8w8vVgXyKK9q7l+OP7eJXSyzlSkN+O+XL7bQex9oAnfuW2M8PCEAAAhCAQKEQUPwOvQefePoF59ql74Ahztf9zi22d25P1Gf4zLpbUawD71P7wE57RfEGPKdc3q0fTp1hJtn+idyTTbZ+z/15Oh/cIS9uinyZWUIAAlWTwO02sKKCI0+x1q9yjSWRG60uh+xfNStMrSAAARfX6uUJb7oA3wpofWLPXjaeUxtr+b6560soLsBUOyt+ko1l5uWsnsfnzR2SPwdLCFQmAijeK9PVoqwVioD8iD325PMlylSr5kYu0EeJjZX0x4dTPzYvj3+zROlP7H5EyuCb8pN918jrrS/V2hkF4imRMT8gAAEIQAACVYyAPjzXtD7GH3z0aWf9PvmDqUZ/iSK/7kcdfpD1nVp6plgu71b5rH3InjuUljs1N927HhZuYh0CEIBARgQ0UCjFmxe1XZf3PR8FmwfCEgJVkIBiwA25qq/pd+UQF5zdGwTI4C5RFDdNQWn3aLNL4i5+Q6CgCaB4L+jLT+VzIaCP4Q03qOYsyGrXrGF23GFbc0TnA6pM51NBm2TFss46a5uGDeqZQw/qaFrsuF1KZCvbKfING9RNuZ8dEIAABCCQGYEmNgBc9erru8QrrYRXwMyoVcxUPY7vajrs3daMfXKcU7ovtkGfZXmuoJ8N69c1m27a0HTtcpBpYNeTSS7vVs1AU/BtBU2vY4PF7bNnG9Nxn3alArcmOy/bIAABCCQS2Gij6uaPP/4wG2xQ3TS18Sg0YLix/UZAIACBqk1AQY0Vv07xZh5/6nkza/Zn5gcbhPc/61JP/YyGDes53+9HH3FImcHkqzYpageB5AQIrpqcC1shAAEIQAACEIAABCAQKwF9pP7y869m3XXXNvLpjkAAAhCAAAQgAIHKRkCW77/bgbh1rZEeAgEIpCeA4j09H/ZCAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABLIiwPzlrHCRGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQngCK9/R82AsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyIoAivescJEYAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCeAIr39HzYCwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIigCK96xwkRgCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkJ4Aivf0fNgLAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEMiKAIr3rHCRGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQngCK9/R82AsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyIoAivescJEYAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCeAIr39HzYCwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIigCK96xwkRgCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkJ4Aivf0fNgLAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEMiKAIr3rHCRGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQngCK9/R82AsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyIoAivescJEYAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCeAIr39HzYCwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIigCK96xwkRgCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkJ4Aivf0fNgLAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEMiKAIr3rHCRGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQngCK9/R82AsBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyIoAivescJEYAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJCeAIr39HzYCwEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhDIigCK96xwkRgCEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgkJ4Aivf0fNgLAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEMiKwKpZpSYxBCAAAQhAAAIQgEAJAj/8uMR88eVXZpWVVzENG9Q11dZfr8R+fkAAAhCAAAQgAAEIQAACEIBA4RFA8V5417zganxCz17mq6++cfV+Zuxos9pqq1VaBt//sMR0Pe4MV/6mTTc3N17bv8LX5Z9//jWdOnd35axTp5a5a+SQCl9mCli1Cdw4/E7z3PPjXSUHXn6h2Wn7bVdYhXv3v8Z88MG0cp3/njuGmlo1NyrXsfk4aPzrE82g64a7rI847ABzQrcj8nGaCpPnkp+WmlH3PGQmvP62+eXX30qUa7311jEH7re36XrEweb/1lijxD5+QAACEIAABCAAAQhAAAIQgEBhEEDxXhjXuaBrKcXv3//8U2UY+LqoXpVFfJn//bfylDkZW1m13jbqfrercaNNzKEH75csGdsqOIF///0vahP+99//Vmhp/7PPhH8+si3I//63YsueWF6x9HX597//EndXqd/PvfCqGXHHGPNrgsLdV3Lp0l/MmAcfNy+98obpc9GZZustm/hdLCEAAQhAAAIQgAAEIAABCECgQAigeC+QC001IQCB3An8+tvv5sVXXncZ/fzLLyjec0dKDgGBLTbf1FSrtn6wJf3qGlhSpweUp70T33nPDLnpduMHPuRaZvfdWpmNG9Qzv/32h5nz2Tzz/Euvm7///tssWvydufyqG8wdwweb9ddbN08lIlsIQAACEIAABCAAAQhAAAIQqIgEULxXxKtCmSAAAQhAoOAIHHPkIWa31i0Lrt6VqcJfLvjaXDV4eKR073r4Qab7MV3MaquW7E4ddsj+pne/QebrhYuMXIRdP+x2c3mf8ypTVSkrBCAAAQhAAAIQgAAEIAABCORIYOUcj+dwCEAAAhCAAAQgUBAExj45zvz2+++urru1bmFOOu6oUkp37WxQr465uNfpZqWVVnJp3570fuSGx23gHwQgAAEIQAACEIAABCAAAQhUeQIo3qv8Ja66FYzDX7hcBfyXo5/k/2LyZRxHfXK52uLgXSeUN5+4WJR1/jiuW1nnWJH7lxdHX8e4zxdHfnHk4etXqMs4GMbRLuTKP9M2Opb6pmnP1e5MfGdyVJ2eJx0brSdb2brZFqZO7Zpul2JyzPv8y2TJ2AYBCEAAAhCAAAQgAAEIQAACVZRAybnRVbSSVKtqENAUf/nXnvXpZ2b2nM/ML7/8ZmrV3Mg0tn6RjzzsQNN0i0YZVVTB/554+nnz0bRPzPQZs8xff/1tNm5Yz+zccgdz9BGHmFVXXaXMfN559wPzzntTzMxZc8xnn8836627rmm02cZmq2aNzeGHHmD+LwPfy3HVJ1lhF37zrblx+CjzT3FQ2c4H7mta79yiVNK58+abVye8aT6ZNdfMtlwlm23W0ChwaBfrKqF2rRqljkncoOsx/rW3zIyZc8yn9rpUW389s+3Wzcz2221l9t1rj8Tk5f4974svzcvj3zSzZs9194ACOTZuvKlpZq97291bG/nHTiW33HZ3pPTqc+FZpnq19ZImXfD1N2bozXe4fdts1cR0P7qLW7/1jnut3+YvzB9//hkd9/Enn5pel1wZ/d6nfRuzT/vM6nvN9cPN4u9+cMcOuqK3WXmVlc0LL00wU6bOMNOmzTQ//vSTvQabuvtJdUt3b5fKa+WVzITX3zYvT3jL6D6oX6+2GdC3V1ROvzJp8hQz6d0p5hPL8zN7H6y7ztqmyRabWZ6bm/067Gk2qF7NJy21LHXOHMofZl7e50rc7rOBLCV77tHa7Lfvnq7uj1nr5Jm2fj8t/dmcc/oJZofm24SnK7U++t6HzYxPZrvtcvvSfNutSqUJNyj/idaSWdL5wA72Gdsp3L1C1svLMCxsHO1CmF8m64n31F9//2XEV+30xzM/dffn9s23Nm12aVGC87eLv7ftwhvmw6kfu2u3ysorm8023dh03KdtRu2PBjyfe2G8mfbxTPOJbcMWWtcwderUcu15q52a23zaRcX/9rvvbduxvvn5519tmpqRUj1KkGSlXt3azt2Mdi1a9G3adirJ4WyCAAQgAAEIQAACEIAABCAAgUpMAMV7Jb54hVT0F195zQy9ZZT5449lik/VX4pF/b3+5iSrbGtnzjvrZLNy8dT+ZHx++fV3M2DQjVZJM6PEbimP9SdrxkEDejvlSokExT+ktB9x2z3miWdeLLH7hx+XmB/eX2Lee/8jM/71d8xlvc8xm2xcv0Sa8Edc9Qnz9Ovfff+jUwiLi+TQgzsmVbqPe3G8U85r4CEUDUbo76VX3jAXnntqWp/Tz1tl8Q3D7ijhQqFIEfamU5JPmvyhuejcnmH25Vp/9vlXzLBb73KDJGEGH1llm/7GPjHOnHLi0abzQR3D3dH67DnzzLTpM91vKfRSyW82eOoHH053u9daa80o2ew5n5e6Z6TM9WmVUIr6TGWGVdov+GqhS67yDB480rz2xjslDpcCWH+PP/WCOeeME0soAMOEYV7/+99/1pf0KKdI9GlWsYr4UBTwcfjt95gnn3kp3Gx0D7896QP3p/u7z0Vnmu1TKJ7Dc+ZafhUi1+fqR+tD21+LJnYg5vP5C8yZ5/czv/76W1THcD3amLDSoH4dc+8Dj7mt6627TlrFu6ywHxr7tBtAWWWVVcwlF5yRkNvy/ZkrQ1/aONoFn1c2y/CeWvLTUtN3wHVukM3n8fvvf9jBqdfc38Xn93SDXJ9ZC/KLLh3ofKj7dFpOnf6J+9PgaN+LzjIrW2V8MtE9f8XVN7q04f6v7ACc/vRe0cDKhbYN08BUrRobmZHDBrlZUr/88mt4SMp1/5wrQYP69VKmYwcEIAABCEAAAhCAAAQgAAEIVD0CKN6r3jWtcjUadutop3z0FWvapJG1AN7crL/eumbuvC/MxLcnO0WIrBYlvc4+xScttTz3osvN/C+/chbpslBf31pnf2bz+GbRYpf207mfm5F33mcuPv+0UsdK6X9e7wHOyl07df5dd9nJNKxf1yl+Ppr2sbXEn2e+sEq/087pY0bdel1Si/E465NYSCmsZIXtle6HWEv300/unpjM3DRitLX6f8Ftl4X/rtaKtNGmDa2F/L92AGKumfTeh+YXq7Tsd+X1pl/vs03bNruUyuOuMY+Ye+4fG22va61Et7QW/zU22tAxnWoV3VJc/fzzL1Ga8qwMuek28+zzr7pDpeBsseN2Zssmm5uVrEJZlvrvWeW+lI43j7zbfDzrU3OptWiPW2QJvoq16v7jz7/MjI9nuexl2a97yIvqXx7pe8V1ZspHM8yaa/6fnSnQ1FnrLraWtbK+lfJPdRs8dKRZaK1lTzj2iLSnkCLYPwfJEso39XkXXeHuU+2Xclk8t7AzB5b89LOZbuumAQopJC+4ZKA589TjzEH775Msq2hbruWP67nyBfrJPgN9+l9bQunu95W1bLNrK7PO8NHu3pfCVcr6tddeK+lhGrzzsxZatdg+7QyBpBnEuDEuhnG0C3FU63zbzmpG0P/93xqurdezp5kuapMk1914m71HfzL3P/SE26Y2bHM7Q0TPpGbdKJipRINZ22+7pTmwU+l7WDNodI/rXpc0bFDX7LTDtqamVa5/9fVC846dDaLr+5Z9v5y7sL+57eZrIgW+Bnf17JQlGhjwbfEaq6/uzlHWMeyHAAQgAAEIQAACEIAABCAAgapDAMV71bmWVbIm06zltSx+JXLfcsE5J5t2e+xaoq5Sdp/Vq5+zhpbSsYN1DSDfuslESvdWLZrbfE6NFGXy23vfQ4+bUfc87A556dU3nOuaRIv1hx97OlK679JqB2cFKeW7F1nA3l+cj1yS3H7XA87a0u/XMu76hHlLKXVhn4FuYEHbD7YK0zNPPT5M4tY1QOCV7vVtAMD+fc4zm23SoES6d9//0PS/8gbnWuW2UfebXa0LjdVWWy1KI5csY4pde2jj0UccbI7vdkSJ2QZfW4v7AVcPdUrl6MAsV96fMjVSukvR1e+Sc8wO221dIpfp1ir8sgFDzI9LfrJucyaatrvtnNZKv8TBGf445YSjXcovrYNYs1gAACEFSURBVJV69x7nuvVmTTc3Ay+7MMMcUieT0l1ucvpdcq6pW+wPWql1X44e87B1ofKEW7/fLvdu18ZazdZNmdnoex9xrpK6HXWoabNbKxfgMZzR8OAjT0VKdw0aXNnvAueuKczw6edecrMLNAijQSgNLm204QZhkhLruZY/jucqLNC4Fyc4XmJ60vFHmSaNG5m17KBGJv6/pRzds+2u5qlnX3LtyYQ33jadOrQPs4/W1U546WRn26xIiYNhHO1CXAykdN/d3r8aRF2neOBDM0z6XTnEDQzp3lS7JGnWtLEdbDszcvuiGR1SzPvro3Z9v33bl3IhNmzEXZHSvVvXQ80xR3YukeZXO/tl0JBbnOJdCnQN/h2w314ZV1HK/0svvzZK36Vzp0hxH21kBQIQgAAEIAABCEAAAhCAAASqNIHk86+rdJWpXGUhIMWjXGJ46d3rtFJKd+2Tgu2wg/fzycy4F4qso6MNwYoUzAP6XhAp3bVrJWu9KKXL1sWuQnTe2XPmBkcZp9R9aOwzbpssI/tedLazeA8TyQpS+chqUiI/2xoU8JKP+vi85Ybh4n5XOz/k2nZgp73NmT1LK921b+So+7QwUjJefmlppbv2tdyxuTnmqEO06mYDPPFM0eCH22D/aaDCKzIPO2Q/c2L3I0so3ZVOSuTBV12akWWozzdcaiDjVqv49SLXJ4lKd+3TIMvlfc/3ycxtox9wlvvRhgq+ogEFcQqV7iqy7ktZuHexfCXicZ+18E0ncipz3VV97bXrbDZuUM8p+mQ1LJH17iOPPevW11pzTTPEplOMhEQ5YL+9rW/7w9xmDSD5AanEdP53LuXXYEmuz5Uvh1/qOWvVcntz8/VXmp2239a5CNFMiXDgyKdNtpR/eC8v2JgSyURc3njzXbdrww2q2cG87ZMly3qbFMaHH9uzzL/JdkDKS1wM42gXfJlyXWpWk9x1eaW78tMgpxTxodsYxWq41roG8wFMlU7X+dwzTnLW7/q91M64+dr6bQ9FLmi8u7G99tzNHHdMlxJKd6Vd27qauui806J4EHff92iJGA9hfn5d51Kbr5gQ3XqcE82k0gDnsfaZRCAAAQhAAAIQgAAEIAABCECgsAigeC+s612pais/vXIvIJEiRm4gUklXa3GtNOef1cMqXXqkSmaOP/bwUgoWn7hN6xZ+1frf/iZa14osYKXclijooldmug0J/w6ySm+JFICy2PaSj/oob1k0X3rFYKNgn5L9O7Y3Z592glPcug3BP1m1zrTuWSTt2+1qNt24pKV7kLSEe4bJH0yLdskS9OVX33S/NQvhqC4HR/sSV6Q4E6/yyIcfTTdzbUBTyVZWud5ih+1SZiPlux/wkE/ldyd/kDJtRduhe1f+o1PJkV0Oiu63V2zA1HS+yg/otJdzV5Msr6fHvWT+/KvIv/3BB+xj1lsvtauMQ2ygUL//xZdfc8rLZHlqWy7lj+O5SiyXBpTOOe3ElM95YvrE3xrIk9slyYyPZxvN3EgUubeS2x6JAgiHyuDEtNn8luJWMRrK+vs7iMsQB8M42oVs6llW2mNskGsNPCVKA6vA1oCSF92nyVwBqX3eYftlM2MWfPWVP8Qt5ZJJonP0OK6rW0/2T+3XnsUzrOSSZp61fE8lcol18BEnmVPP6m0etgNc/n2x4/bbmOsH9ct44CdV/myHAAQgAAEIQAACEIAABCAAgcpHAFczle+aFUyJP/9iQVTXfdrvHq0nW5EF7/AbBibbVWLb5laplkpq16wR7ZJbg1DkD1giBdvmm20a+XYO0/j1dddd5n5GPrq95KM+crlw2VXXR+5c9t17D2ftmUxppXL4emh96y23SFsPpalebX1n7R/WQ+v//vuvdlvl1jaRRajbkOTf9s23SbK17E1fzF+mLGu7+85lHtC2zc5m8gdFAx2f22Nb77xsIKXMg1dggh3K4CO/1RpUeHPie4673N003aJR0hK33b110u3aGPJslyad0up5arlTczfAIkv7LxcstIMfjbWrlORSfn8/5vJcJRZIrkeSWfInpkv3u6N1V6WYARo8e8lavfsZAP6Yl8YXuZnRc6a0cUm9urXNOmkGYfx51l572UBNHAx9Hsq/vO2CL1scy8abb5Yym5q1NoraMfl1TyW1gvZcAxqhfF6sQN+kYVEAbO+rP0zj1zfcsLpfNV/ZZ6+ZjS+RTP79979o8+qrr+YC87Zt08oOzLRNOogQJWYFAhCAAAQgAAEIQAACEIAABKosARTvVfbSVv6KzV+wTPFa3sCViRQ2sIrkVLKatZT1kqi4/vLLr90uuVc5oWcvn6zMZWg5H3d9VJarBg8zk2wQQC8KrppYdr9Py/nF9dD6tTeM1CIjWfTtd859i4IYKvCglzq1lw1W+G2Jy3rlDDoqP89e6tSq6VdTLmsH/tHDY1MeUEF2ZMIndEPztR34SKV4b1h/mTVwYvVCJiGrxHT+d8j8S/ssplK851L+OJ4rX16/lCuoXGUv60tf/u0V2Fa+wkPFu1y7+Bkg29hguFKWxyWnnNA16/gEcTCMo12Ii4Hyqbb+ssHLxHxXD2JNaGAwlYTpwjRLl/5i/MCqBhyO6HZauDvtumJbZCK3WDdHYeDlTI4hDQQgAAEIQAACEIAABCAAAQhUPQK4mql617TK1Cj0y1uzRmlf1PmsqCxdQ1mYxN1EuD/VupR0XuKuj9zwTHjjHZ+9W0oJr+CYqWThNyV9HadKl7hdFu5Lfy6aBSAlvJdaGVwXuX2QS5psZeGiZS4+amRwnvAeSeYeJNvzL4/0soxd0wb+LEtq1NgwSrLo28XReuLKOmuvmbgp+r1wYRFP+a7WX1lSMzhnqvs/1/KnyressoXPVWLaZK5HEtOU9VtudhRUVqLndvrHs6JDXn3trWjGx/6BP/gowXJeiYNhHO3Ccq52uU/3dTnbQJ3wxyVLMjrvqqth05ARKBJBAAIQgAAEIAABCEAAAhCo4gT4OqziF7gyV696tWpR8b2FYrRhOa9Ur76+kYJLQfKGXntZxmdXUEcv+arPXu12M9tt08wMuel2d6oRd4wxcu9SP4klbliGO0cMLhUg1pc12bJasXVpaI2ayXWRZb4sh7MVfz4d99PSpWUe/tNPy9wDpbOELTOj5ZhAroI0qBHeJ8lOH3Je37qeKY/oHv5m0WLrm/wP8/fff5fpczo8p45NJrmWP47nKlm54tgmFzJ+YOtF625m6y2buGxfeqXIzYwU/G12Sx13Io4yZJJHHAzjaBcyKWtFSBPey3LN1eO4ozIu1hrlGEDMOHMSQgACEIAABCAAAQhAAAIQgECVI4Divcpd0qpTodBlxMKF35jttm62wirXoH5dp3iX8l2BMFcL3B1kWqh81KfdHq3Nxeef5nzPv2f9m7/+5iTzxx9/Whc0N5th111eSqEblkFWw+mCq6aqV906daJdmViWS9nrfcJHB2aw0tAOcnj5JoMZB98sWmbNryCMKaXkZIYSyf78syj4aImNefyhQYmFlk+yQZLwtN5aXdvK69qkQf06TvGu2Rzf2FkLaRnZ84SW1BpwSia5lj+O5ypZueLYtqP1q1/TWv1/u/h7M+H1t80Zpxxnr9W3ZvaceS779m13NQrkuqIlDoZxtAsrmkOm56+50YZuBs4ff/7pZjNsUH3ZAG+meSRLd9wxXcyhB3V0u0LXUMnSsg0CEIAABCAAAQhAAAIQgAAECoMArmYK4zpXylo2tMpuL+9Pme5Xky4VAPL20febufPmJ92f60avmJICefons8vMTsq5RHc1cddHZepzwRlO6a4CnX/WyabGRhu4ss2cNceMefDxUuUMyzB12iel9idukA9kWUeHUr/eMp/WM6wLjrKs2ed+9nl4eMbrobL3owzKGqaRkjmUUEH6w4+p3UV8XhxENzw23+tz5xYpclOdR1bl02fMinbXq1uybtGOMlZCnlOnfZw2tZ6naTNmRmmk3E0luZQ/jucqVbly3b6yDZy67157uGx++fU38/akyTbYbJG1uzbuVwHczKgccTCMo11QWSqDKAaGbx/mzP3c/Prb72mL/au99pn4dtcgjfy66688A7NpC8FOCEAAAhCAAAQgAAEIQAACEKiUBFC8V8rLVhiFbr7dVqZ6tSK3GuNfm2ikBE4lL778mnngkadMj9MvNDcNH5UqWbm3t22zS3TsbaPuL6VUj3baFSnnTj2rt+l6/JklFHVx12fttdeOlO46vyzxe/c63UhhKJHi/ZNZc926/xeW4dHHnzPf/5BaCS1l02ln9zGdu55ibr3jXp+FkYXotsWzD2QNPO6FV6N9iStS4N7zwGOJmzP6vYN1lyNf25Lx1uI4DA6amMGixd+ZF156zW1ea801TYsdty+RpF7dWtHvOSkU3Srr8/Y+ylT++qvkgESmxyWm03XSuVPJuBfHG9VPomCeG21YPVXStNvbtmkd7b//4SddsNxoQ8LKa2+8HQXibda0sUnnyz+X8sfxXCUUPdafHfZuGwUr1r3x8vg3Xf6bW+XqFptvGuu5yptZHAzjaBfKW/4VcVzb3Yva89+t26V7HxibtggjbNvX7aRzTM9z+kSzHdIewE4IQAACEIAABCAAAQhAAAIQgEAxARTv3AoVloAUqMcfe7grnxSTVw66ybkGSCywlCej7nko2rx5o02i9bhWtrTKx3bFyhoFNb3V+lFP5j7lxyVLzc233e1OqyCktWvXjIqwPOrTfNutzBFdDnTnVPmuvu5mI5cKXlQGuUSQ/Pb779YlzTDrP32Zb3SfTtb6g4feav786y8ji891rFI/lO7HHBb9HHXPw2bK1BnRb78iNyQjLae5n33hN2W1lA/tbkcd6o5RXlcPGW6DGy4LVuszW/rzL+bqwbdElvdHdjkgGrDxaTZuUM+vugGan3/5NfqtFeWvGROfzPy0xPbEHxrc8DLDznyIQ/muWRojbr8n6f30oeV6590P+lOa7l2LeEQbsljZZqsmZrfWLdwRciMz9JY7kirfdb1G3D4myrnnScdE68lWcil/HM9VsjLFta2OfX6bb7uly27Sex8aH1h4v33blTjF08+9bM44v2/0l25Aq8SBMfyIg2Fc7UIM1VkuWRx60H6mVs2igN2PPTnOjLcBc5PJ+1OmmudeGO92LbRBdlO5edKsoPD63//wE8myYxsEIAABCEAAAhCAAAQgAAEIFBgBfLwX2AWvbNWVOwcptT61LgFk8S5L8oMP2Nc03WIzs+6665nP5n1hHnz0KfPd9z+6qsln+d7td89LNXsc39W8894UI0X/I48/a2bMnG32bb+H2bzRplaB+Y+ZNXuO27506S/u/G12bRkFZPQFWh71Of6Yw80HU6aZWZ9+ZhZ8tdANEpxz+om+CKZTh/bmKctUCtYpH82wswQusr6JO5jGjTcz61gr+i/mf2kee+oFW58ia/natWqYzsW+i30m21sFf4sdtzXvvT/VSPF9YZ+rzAEd2xspd2vU2Mhdl5defdNIOb3hBtXSWtb7PJMtD+y0j3l63Cu2TAuM3Of0PPsS0+WQTqZpk8bO2n/mrE/No088F/kjl6K0S+f9S2W19567W8vWx6zifqnzc35iz17mgP32MvXq1Lb+zhebN9561/Fac83/c9e3VAbFG6rZwKYaENBghHzpXzZwiGm1U3OzuvX1/fff/5iD9t8n1aEpt4vP2CfG2dkJc8ze7do4VxWLv/veunqZ5e59P8Cz4/bbGM0CyEV0D0+210yDMVIozl/wtelorbq3aNzILFmyxEz/eLZ5aOzTrm46j2II+KCiqc6ba/njeK5SlS2O7VKy6znxsvrqq5n29jqF8q2dkfDxJ8sGbRLdM4Vp87EeB8M42oV81C0feeoannri0eYKO5grV04DrhlmJk76wLRq0dxssnFDs+Snn8xkGzPjqWdfik5/nB1sXHutNaPf4YoGhsPrv0nD+uFu1iEAAQhAAAIQgAAEIAABCECgQAmgeC/QC19Zqr3yyiub66+5zAy5caSZ8MY7Rr6Wk/kuV33k6/i6qy81q62an9taCuhbb7zK9B94gxsEkKIlVLaETHduuYO59MIzw01ufXnUZ9VVVzF9LjrLnHzGRU6BKuXRLq12sAriIvcrKsPQa/uba28Y4RTO333/gxlp3eckk7p1apkhg/oaWcQmyoC+F5hrh44wr06Y6Ky1n3jmRaO/UKQIH3TFxab7yeeFmzNeV12GDbnCDLLW7hPfmewCXd5y2z1Jj9dAQO9eZyQNeCllec+TjnVW87Lm10DN6HsfKZHPZps0MCd2P9L0uXxwie2JPw6xAz/+HpQVtP4ksoYtj+J9yNX9TO/LBrl7KdX9JAX4Ref2TCxK1r8VUHX40IGm/1U3WFcyXznf8aH/eJ+h/GAffuj+5iTLoyzJtfxxPFdllTGX/W1at7IDUqNc26N82rRu6dw65ZJn3MfGwTCudiHuuuUrvz2s+7CBa6xuZwUNN5oB88qEt9xfsvOd0O1wO+DbIdkutkEAAhCAAAQgAAEIQAACEIAABFISwNVMSjTsqCgEZGXYr/c55twzTjKNNm1oVllllRJFW8cqVY8/tou55YaB1sXI+iX2xf1DQSZvGXqlOdhaNifzey3la6+zTzYD+p6fMsDe8qhPfVuOM089Lqr+4BtGlnApozJc3uc8c8Yp3a2FZ/0SvuJ1kFyqdLNuTaSkTVZPpZHV6KUXWgX/CV3doIeUtV50/K677OQU/HVqL/Ov7vdns9T1vbJfL3P6yd2MZjRIQehF/uw3ttalPY4/yir4extZpKeSvfZsY663gwgaDAhF+bdts7MZOvhys+GGRcFpw/2J68ce1dl0P/qwyP+837/6aqv51ayWdWrXMDcO7u94ha5sxFODST2OO9IN4oh3HKLrrQGkg/bfO3K34fNVUMimTTY3Ay/rZU454ehSz5pPFy7jKH8cz1VYpjjXxb3JFo2iLDsmuJmJdqzglTgYxtEurGAMWZ1+55Y7mpHDBrmByfXWLYonEWYg113XXdXHHHNk53Az6xCAAAQgAAEIQAACEIAABCAAgYwIrGTdZqSO6pdRFiSCwPIlIL/jcpOydOlSU7dOHVOnTs28WbmXVbMlPy01n86ZZ1axltlyW1KjxoZRcNOyjvX7K0J95DZlzmefm1+s5WddW4/yMJXV6EzrbmeD6tWNrMdDRbyvaxxLlXW2Zf7ff/9aFymbJbXGL+s8Cgo774v51g3OBmYzO5jjA9KWdVzifrmc0T0gFzUa9Mm0zt16nOvcACm/F568NxqkkTX+vC8WmO/tLAQpe5MpAxPLkOtvud/5dO5ndtBifXvdGhrNMihL8l3+OJ6rsuqQ6X7FFTii22nOJYkGbcbceWPG1znTc+QjXRwM42gX8lG3fOWp2AfzPp9v1rMDeGrPfXDvfJ2PfCEAAQhAAAIQgAAEIAABCECgahNA8V61ry+1gwAEKiCBVIrrCljUpEWq7OVPWqkUGxXc9r6HioJlyuUI1s8pQLEZAhCAAAQgAAEIQAACEIAABCAAgRIElvlsKLGZHxCAAAQgAIHCJvCF9YP/8NhnHATFOVCwXwQCEIAABCAAAQhAAAIQgAAEIAABCGRCID9RKDM5M2kgAAEIQAACFYzAh1NnmEmTPzTfLFpsJr//kfn7n39cCTsf3GG5uP6pYDgoDgQgAAEIQAACEIAABCAAAQhAAALlJIDivZzgOAwCEIAABKoega8XLjIPPfp0iYq13Km56d71sBLb+AEBCEAAAhCAAAQgAAEIQAACEIAABNIRQPGejg77IAABCOSBQBMbFLZ69fVdziutVPk8flX28qe7pGuvtaZZf711zSqrrGKDDNcy++zZxnTcp537ne449kEAAhCAAAQgAAEIQAACEIAABCAAgZAAwVVDGqxDAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABHIkUPlMLXOsMIdDAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJJAMV7PumSNwQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCBQcARTvBXfJqTAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQjkkwCK93zSJW8IQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAoOAIo3gvuklNhCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyCcBFO/5pEveEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUHAEULwX3CWnwhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJBPAije80mXvCEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDgCKB4L7hLToUhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAgnwRQvOeTLnlDAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBAwRFA8V5wl5wKQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQD4JoHjPJ13yhgAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgYIjgOK94C45FYYABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIF8EkDxnk+65A0BCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIFRwDFe8FdcioMAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAAC+SSA4j2fdMkbAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAECo4AiveCu+RUGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJJAMV7PumSNwQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCBQcARTvBXfJqTAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQjkkwCK93zSJW8IQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAoOAIo3gvuklNhCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyCcBFO/5pEveEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUHAEULwX3CWnwhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJBPAije80mXvCEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDgCKB4L7hLToUhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAgnwRQvOeTLnlDAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBAwRFA8V5wl5wKQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQD4JoHjPJ13yhgAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgYIjgOK94C45FYYABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIF8EkDxnk+65A0BCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIFRwDFe8FdcioMAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAAC+SSA4j2fdMkbAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAECo4AiveCu+RUGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJJAMV7PumSNwQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCBQcARTvBXfJqTAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQjkkwCK93zSJW8IQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAoOAIo3gvuklNhCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyCcBFO/5pEveEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUHAEULwX3CWnwhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJBPAije80mXvCEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDgCKB4L7hLToUhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAgnwRQvOeTLnlDAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIBAwRFA8V5wl5wKQwACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQD4JoHjPJ13yhgAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgYIjgOK94C45FYYABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIF8EkDxnk+65A0BCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIFRwDFe8FdcioMAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAAC+SSA4j2fdMkbAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAECo4AiveCu+RUGAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABPJJAMV7PumSNwQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCBQcARTvBXfJqTAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAQjkkwCK93zSJW8IQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAoOAIo3gvuklNhCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQyCcBFO/5pEveEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUHAEULwX3CWnwhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIJBPAije80mXvCEAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQKDgCKy6cOHCgqs0FYYABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEI5IsAFu/5Iku+EIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgUJAEVvqflYKsOZWGAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCOSBABbveYBKlhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIFC4BFC8F+61p+YQgAAEIAABCEAAAhCAAAQgAAEIQAACEIAABCCQBwIo3vMAlSwhAAEIQAACEIAABCAAAQhAAAIQgAAEIAABCECgcAmgeC/ca0/NIQABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAIA8EULznASpZQgACEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAQOESQPFeuNeemkMAAhCAAAQgAAEIQAACEIAABCAAAQhAAAIQgEAeCKB4zwNUsoQABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIHCJYDivXCvPTWHAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEIACBPBBA8Z4HqGQJAQhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAAChUvg/wEzikaWVmyFkAAAAABJRU5ErkJggg==" width="526" /></p><p><br /></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com2tag:blogger.com,1999:blog-32951742.post-77570137542606821142022-06-10T17:26:00.007+08:002022-06-13T14:19:28.001+08:00The past<script type="text/x-mathjax-config">
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<p>Lately ni, banyak pulak aku terbuka dan terbaca post - post/cerita - cerita lama aku.. Aku baca - baca balik,<br /></p><p style="margin-left: 40px; text-align: left;">Kadang - kadang rasa malu dengan diri ini..</p><p style="margin-left: 40px; text-align: left;">Kadang - kadang rasa meluat dengan diri sendiri..</p><p style="margin-left: 40px; text-align: left;">Kadang - kadang rasa marah dengan perbuatan ku sendiri..</p><p><br /></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAKkJ0Q0MoZajsEFepovMsc9yYKC8Mibx0G_UEQkHdF-jmJZs7vf-6BT0tT-veyhF5l9CxvfPrjki1FIqE0c94beYlXLls8wF6cm2InPJrX6xj8LK4x8izmEf9Ll4LNtTzKqRqjSf73iDGOmgXcO4HG3X7QUM3bhdZqHT0RzzHlCFmjy6O/s500/f7e.png" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="478" data-original-width="500" height="306" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAKkJ0Q0MoZajsEFepovMsc9yYKC8Mibx0G_UEQkHdF-jmJZs7vf-6BT0tT-veyhF5l9CxvfPrjki1FIqE0c94beYlXLls8wF6cm2InPJrX6xj8LK4x8izmEf9Ll4LNtTzKqRqjSf73iDGOmgXcO4HG3X7QUM3bhdZqHT0RzzHlCFmjy6O/s320/f7e.png" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">said me to me whilst trying to maintain positive vibes<br /></td></tr></tbody></table><br /><p>Tiada apa yang boleh dibanggakan. Tiada apa yang boleh ceritakan sebagai satu achievement yang besar. Semuanya menjadikan aku rasa macam nak padam je post - post lama. Segan. Malu. Heartbroken. Depressed. Semua ada..</p><p>Mungkin.. deep down in my heart, aku rasa kalau aku padam post - post lama, secara logiknya, terpadamlah juga kisah lama..</p><p> </p><p style="margin-left: 40px; text-align: left;">Kan?</p><p style="margin-left: 40px; text-align: left;">Kan??</p><p style="margin-left: 40px; text-align: left;">Kan???</p><p><br /></p><p>WRONG!</p><p>You see.. (bear with me a little bit).. in Time Series, there's a method that is called Exponential Smoothing. This is the simplest and purest form of it.</p><p></p><p></p>
<table style="width: 100%;">
<tbody><tr>
<td> \[\hat{F}_{n} = \alpha x_{n-1} + (1-\alpha) \hat{F}_{n-1}\] </td>
<td>.. (1)</td>
</tr>
</tbody></table>
<p></p><p>dimana, $\hat{F}_{n}$ ialah nilai prediction pada masa $n$, $x_{n-1}$ pula ialah cerapan data (observation data) pada masa lepas (jarak dia -1 dari $n$) dan $\alpha$ ialah parameter smoothing $(0< \alpha < 1)$... nak kasi smooth atau tajam.. camtu aa lebih kurang..</p><p></p><p>So ape kaitannye dengan mukadimmah aku tadi tu? Ideanya begini.. Dari equation tu, lagi lama observation data tu dari masa sekarang, makin kurang impak dia.</p><p></p><p>Maksudnya apa yang berlaku semalam, impak dia lagi kuat untuk hari ni, berbanding dengan 8 tahun lepas. Dah nampak la apa yang aku nak terangkan hnn?</p><p>Cenggini. Aku tau korang mesti excited nak drill down lagi kan? Mari kita pecahkan lagi ke term lebih dalam lagi untuk equation (1) tu tadi..</p><p></p>
<table style="width: 100%;">
<tbody>
<tr>
<td> \[\hat{F}_{n} = \alpha x_{n-1} + (1 - \alpha) ( \alpha x_{n-2} + (1 - \alpha) \hat{F}_{n-2} )\] </td>
<td>.. (2)</td>
</tr>
<tr>
<td> \[ \hat{F}_{n} = \alpha x_{n-1} + \alpha (1 - \alpha) x_{n-2} + (1 - \alpha)^2 \hat{F}_{n-2} \] </td>
<td>.. (3)</td>
</tr>
<tr>
<td> \[ \hat{F}_{n} = \alpha [ x_{n-1} + (1 - \alpha) x_{n-2} ] + (1 - \alpha)^2 \hat{F}_{n-2} \] </td>
<td>.. (4)</td>
</tr>
</tbody>
</table><p> Sampai le kita dapat (dengan kita set $\hat{F}_{0} = x_{0}$) ,
</p><table style="width: 100%;">
<tbody>
<tr>
<td style="overflow-wrap: break-word; word-wrap: break-word;"> \[\hat{F}_{n} = \alpha [ x_{n-1} +(1 - \alpha) x_{n-2} + (1 - \alpha)^2 x_{n-3} + .. + (1-\alpha)^{n-2} x_{1} ] + (1-\alpha)^{n-1} x_0\] </td>
<td style="white-space: nowrap;">.. (5)</td>
</tr>
</tbody>
</table><p>So idea dia, lagi jauh kita ke belakang, lagi takde kesan pon masa sekarang dengan data lama tu. Let say, kita ambil $ n - (n -1) = 1 \mathrm{ tahun}$, dan KATEKAN LA umur aku sekarang 38 tahun, so untuk $\alpha=0.5$, kite akan dapat $(1-\alpha)^{37}=7.276 \times 10^{-12}$ gituuu. Banyak betul kosong dia (ade 11 kosong depan die). Tu belum kalau kira jam lagi.. <br /></p><p>Maksudnya, takde impact la kan?</p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgeeylA6LyOovo4x6JZ8S2M03KeA5oCJg9iBbCaKq8YECLvJJWUFV3euKPkMdEK-1VHXDL-koM-3k5f6KnmTB-QTnxGj3WjQQlW_h64hoGVgHiZYqSoABQWXLEUiLfBGXFANSRW3T5232etmkwEwDpW0is4p6V4eWXTVPgGjfWqfzYV-r6q/s588/that%20is%20where%20you%20are%20wrong%20kiddo.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="438" data-original-width="588" height="238" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgeeylA6LyOovo4x6JZ8S2M03KeA5oCJg9iBbCaKq8YECLvJJWUFV3euKPkMdEK-1VHXDL-koM-3k5f6KnmTB-QTnxGj3WjQQlW_h64hoGVgHiZYqSoABQWXLEUiLfBGXFANSRW3T5232etmkwEwDpW0is4p6V4eWXTVPgGjfWqfzYV-r6q/s320/that%20is%20where%20you%20are%20wrong%20kiddo.png" width="320" /></a></div><p>Nilai tu tetap ada. Cuma kita dah terbiasa sangat dengan bundarkan nombor (duit dalam bank tinggal RM0.63 tapi korang cakap duit tinggal RM0 je kann - padahal kalau ikutkan ilmu asas bundar, korang kene cakap tinggal RM1.. haha).<br /></p><p><br /></p><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjaa-dniIfGrP-hU5OrZgJ2zcelhUrAZ90LpszKzXj-MNAPPqVI7XMDnc1AX0AXHRb7ijBUK-GEfbtqNNZ7FO7kNDnNORQHSYuT0RKiWCsG_DoQbSZMn1Yyy6H93MLTwzBDWj_83Kx-1XI7MQ4B6FQywTGWKJW0k5UogN01Hy-4-9JHAnp8/s540/ezgif-1-551a76dd9d.gif" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="231" data-original-width="540" height="137" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjaa-dniIfGrP-hU5OrZgJ2zcelhUrAZ90LpszKzXj-MNAPPqVI7XMDnc1AX0AXHRb7ijBUK-GEfbtqNNZ7FO7kNDnNORQHSYuT0RKiWCsG_DoQbSZMn1Yyy6H93MLTwzBDWj_83Kx-1XI7MQ4B6FQywTGWKJW0k5UogN01Hy-4-9JHAnp8/s320/ezgif-1-551a76dd9d.gif" width="320" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">perbundaran.. in-action.. haha<br /></td></tr></tbody></table><br /><p>213.213465000000001 tak akan sama (sampai bila2) dengan 213.213465. Kau cuma tutup sebab kau tak nak tengok dan kau cuba sedaya upaya padam dari memori kau, tapi sebenarnya 0.000000000000001 tu ada. Tetap ada. Tetap bersama kau.</p><p>Dan.. (bergantung kepada apa jenis manusia kita ni), ianya boleh jadi akan menghantui diri kau, atau,</p><p></p><blockquote>Kalau baik buat tauladan (teladan), kalau tak baik buat sempadan. (peribahasa lama)<br /></blockquote><p></p><p>Dan sebenarnya, takde masalah pon kalau nak padam pon. Sekurang - kurangnya takde la nampak depan mata. Tah - tah, (sebab tak nampak depan mata), sooner or later, kau sendiri akan terus lupakannya.. Hopefully, tertanam bersama - sama kenangan tidak indah ketika di sekolah rendah dulu.. (adeh. teringat pulak balik)..<br /></p><p>Cuma.. (for the time being), aku akan biarkan je post - post lama ni dulu. Walaupon rasa malu, but.. that posts is the nearest time machine that I can have.... walaupon rasa malu.. segan.. marah.. depressed... Then again,<br /></p><p>
</p><p></p><p></p><p></p><blockquote>The past is past, the future is now!<br /><br /><br /></blockquote><p> </p><p><br /></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-31806926474281131402022-05-27T18:47:00.003+08:002022-05-27T18:47:45.458+08:00A<script async="" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-MML-AM_CHTML" type="text/javascript">
</script>
test math <br />
<div><br /></div><div><br /></div>When $a \ne 0$, there are two solutions to \(ax^2 + bx + c = 0\) and they are
$$x = {-b \pm \sqrt{b^2-4ac} \over 2a}.$$Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-16355000204685334682021-03-14T01:55:00.005+08:002021-03-14T09:36:36.791+08:00Talifon<p><span style="font-family: verdana;">MRSM Muar, SPM 2001.</span></p><p><span style="font-family: verdana;"> </span></p><p><span style="font-family: verdana;">Confession ini akan diterbitkan atas persetujuan bersama mereka2 yang terlibat dan diolah sedikit sebab masing2 dah makin pelupa haha. Boleh la nak kata sambungan dari https://www.facebook.com/groups/441442577309937/permalink/456941915760003/ cuma 4 tahun kemudian.<br /></span></p><p><span style="font-family: verdana;">Tahun 2001. Zaman2 ni, mane ade handphone. Kalau yang ada handphone pon, tak boleh bawak ke asrama. So kalau nak talifon family atau member2 kat kampung, ada dua cara sahaja. Pakai reverse phone call yang rate dia level2 yahudi (seminit dalam RM3 ke hape), atau guna public phone.</span></p><p><span style="font-family: verdana;">Kalau pakai public phone pon, mahal woo time tu. Yang duduk jauh2 tu, nasib la singgit dapat bercakap 30 saat je haha. Rate based on zone. Kena pulak MRSM Muar Zon selatan. Bukan tengah2.<br /></span></p><p><span style="font-family: verdana;">Dan nak dijadikan cerita, biasanya budak kaki gayut ni, masuk MRSM bukan dengan tangan kosong. Ramai yang ada skill untuk curik line. Biasalah kann. Nak survive. B</span><span style="font-family: verdana;">iasanya masing2 bergerak secara silo. Tapi kenal je siapa yang kaki curik line. Tapi ye lah kan. Nak bergayut. Apekehal nak beramai ramai.<br /></span></p><p><span style="font-family: verdana;"></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Uniphone kat depan koop tu selalu
menjadi mangsa akikah geng2 curik line ni. Dari skill guna syiling
tunggu beep tarik ganggang.. cucuk dawai shortkan kat key star (atau
hash.. tak ingat). Guna emergency number. Dan yang paling tak syok
skali, ada yang guna skill cucuk dawai kat dalam ganggang. Tak syok
bukan apa... Kalau selalu buat macam ni, sudahnya telephone tu rosak (cucuk dawai sampai touch microphone atau cucuk kat dalam microphone tu terus).
Sampaikan kalau nak telephone guna cara halal pon, terdengar noise
sampai satu tahap uniphone tu terus dideclare unusable.</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Tak tau la secara kebetulan atau suratan, ada la beberapa budak ni tengah hisap rokok (kat tandas asrama) sambil bual2 kosong, boleh pulak terbukak cerita pasal uniphone depan koop tu. Ya talifon tu rosak. Susah la nak talifon mak apak </span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span style="font-family: verdana;"><span style="font-family: verdana;">(dan rakan - rakan hehe) </span></span>kat kampung.</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Jadi kami pon kumpul la beberapa geng lagi dari asrama sebelah, pergi riki2 talifon tu. Sah. Talifon tu tak boleh pakai lagi. Tapi time itu, terbitlah idea untuk cuba try test satu lagi skill yang teorinya kami tau, tapi tak pernah buat. BAWAK TALIFON RUMAH DAN CUCUK DIRECT KAT SITU. Perancangan dilaksanakan. Si W kata ada talifon rumah lebih kat kampung. Ok cun. Lepas pulang bermalam, bawak talifon tu ke asrama.</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">New Objective: Cucuk talifon rumah kat public phone </span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">💪🏽</span></span></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">So si W ni balik ke kampung dan mula disassemble talifon rumah tu. Casing telephone? Buang. Obvious sangat. Keypad telephone? Test shortkan board pakai syiling - boleh jalan. So buang keypad getah tu. Ganggang talifon? Tak boleh ceraikan sebab satu hal la pulak nanti kalau talifon nak satu tangan pegang speaker satu lagi pegang microphone. Simpan dulu. Tengok acane nanti. So pulang semula ke asrama dengan satu board electronic (boleh claim sebagai projek fizik/rekacipta) dan satu ganggam talifon (boleh claim sebagai 'terbawak'), dan wire talifon (pepandai la sorok ni).<br /></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Hari yang dinantikan telah tiba. Malam. Angin sepoi2 saja. Pak guard baru lepas round. So ada masa lagi 2 jam sebelum dia round balik. Sesuai sangat untuk lakukan eksperimen. Lampu picit? Ada. Talifon? Ada. So ada la dalam tiga empat orang pergi ke public phone depan koop tu.</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Tengok public phone tu.. Pastu masing2 bertanya. Nak buat macam mana ni? haha. "Takpe" kata si X. Dia ni memang jenis hati kering. Terus panjat guna tiang bumbung corridor tu dan naik atas atap genting koop. "Woi ada port sini". Cantik. Ada kotak telephone switch kat atas tu. So lagi sorang dua naik ke atas bawak barang dan pisau lipat. Cucuk sana. Cucuk sini.. Test. Tak jadi. Tukar polariti. Test lagi. Dengar ada line tuuuuuuuuuuuutttt. Cantik sesangat. Try call siapa2 guna syiling sebagai pengganti keypad. Wow berjaya. Masing2 suka.</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Tapi.. Tak kan la tiap kali nak call kampung (hehe) kene panjat ke atas..</span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;">Si Y ni ternampak ada wire bersepah kat atas tu. "Weh aku rasa ni wire talifon. Panjangg". Apa lagi. Takde fikir panjang lagi.. Kitorang try test guna wire 'baru' ni. Berjaya! (Little we know that, wire tu adalah tinggalan dari geng </span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">curik line batch MacGyver '97.. Kat dalam MRSM Confession ni ha baru tau).</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Objective changed. Kita tarik wire talifon sampai ke ATAR! 💪🏽<br /></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Kebetulan ada geng2 baru balik dari </span></span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">f̶l̶y̶ beli barang terserempak dengan kitorang. Apa lagi. Meriah la jadinya 🤝 Yang jaga wire kat switch box. Yang pegang wire kat atas. Yang tarik wire kat bawah. Yang tolong cover line. Fuhh kelakar la jugak time tu. Siap masing2 berangan nak letak talifon kat bilik buat macam talifon sendiri.<br /></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Tapi yang sedihnya, wire tu sampai separuh jalan je. Sangkut kat sebelah tengah tangki kumbahan. Adehhhh.. Kecewa betul.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Si Z pulak datang bagi idea. "Kita try tarik dari Dewan Selera (DS). Kat situ ada public phone yang tak boleh pakai", kata Si Z. Tapi tak ingat pulak kenapa tak boleh pakai..</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Objective changed. </span></span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Kita tarik wire talifon sampai ke ATHO! </span></span></span></span></span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">💪🏽</span></span></span></span></span></span></span></span></span><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">💪🏽</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Geng2 hati kering ni scale pulak ke atas atap genting DS. Trace wire dari public phone tu pecah ke mana. Bingo! Satu box dengan Sick Bay. Apa lagi. Tarik la sampai ke hujung DS. Kebetulan pulak memang ada geng sekepala yang bilik dia kat aras atas ATHO menghadap DS (Si P). Setup2 balik (siap ada wire lebih) pastu pasang talifon kat bilik. Berjaya!</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Maka dengan ini, adanya satu talifon kat bilik kengkawan kitorang yang boleh digunakan untuk talifon mak apak (ehem) kat kampung.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Cuma kita ada tiga rule (+1) sahaja.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">1. Lepas pakai, wire tu campak balik ke atas atap. <br /></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">2. Board talifon letak kat bilik Si D.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">3. Ganggang talifon letak kat bilik Si W.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Golden rule +1. Kalau kantoi, mengaku dan jangan tarik orang lain.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Maka bermulalah sesi bergayut kat bilik. Masing2 bergayut sampai tak hingat dunia. Sampaikan boleh buat calling2 ke public phone asrama pompuan lagi. Haha..</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Namun, segalanya berakhir selepas kantoi dengan Arwah Ustaz Khaidzir. Sebabnya? Ada orang langgar pantang. Lepas pakai, tak campak balik wire ke atas atap. Masa ustaz round time kitorang pergi prep malam, nampak wire tu trang tang tang melintang antara DS dengan bilik kat ATHO. Lepas tu board dirampas kat bilik Si D masa ustaz buat spotcheck (hasil maklumat risikan double agent, dengan bilik Si D tu actually memang bilik port isap rokok.. ape la ke pandai sangat letak barang macam tu kat bilik hot untuk spotcheck 🤦🏽♂️). Ganggang talifon tu pulak tak tau mana pergi sampai sekarang. Woi sapa yang simpan tu, bagi balik ke Si W woi.<br /></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Dan geng2 yang terlibat? Masing2 selamat. Takde nama dipetik untuk kes ini. Ni semua just satu aktiviti sahaja bagi kami. Kalau dah tak boleh buat ni, kami layan aktiviti lain. Macam terjun kolam renang, tolak bas, naik vespa dsb. haha..</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Kalau nak ikutkan, ada saja cerita nak dikongsikan. Tapi tak apalah. Cukuplah setakat ini.</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Cuma akhirnya kami tahu, wire panjang tu datangnya dari mana (terima kasih super senior!)</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto">Terima kasih kepada yang sudi membaca sehingga hujung ini.. ✌🏽</span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"><br /></span></span></span></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"></span></span></p><div class="separator" style="clear: both; text-align: center;"><span style="font-family: verdana;"><span style="font-family: verdana;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh7mIcyCPcYceXMrpRvUXidm4RbDOHc9yJHFdylBfC3EdAAXL5ltlGQpQQS5_sEpIbSrx1J6Mpj3J72CqNOhKsTJHJFlXtdXpvFcIl1snPXhvxbirbIvA4tKPGmJSw0SJR0q6eB/s720/87291690_3133152120051600_5422622783609765888_n.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="478" data-original-width="720" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh7mIcyCPcYceXMrpRvUXidm4RbDOHc9yJHFdylBfC3EdAAXL5ltlGQpQQS5_sEpIbSrx1J6Mpj3J72CqNOhKsTJHJFlXtdXpvFcIl1snPXhvxbirbIvA4tKPGmJSw0SJR0q6eB/s320/87291690_3133152120051600_5422622783609765888_n.jpg" width="320" /></a></span></span></div><span style="font-family: verdana;"><span style="font-family: verdana;"><br /><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSh4bLmLk3LLQRILCAA0naKwO4m8J6TnD4e7c8T1RJ1jvmgUpEV7HesuDAtfuKgUDO8HJ_2yBxIBpFQ2nz2P6PNRRzf86FzywG0rDQugKzv6i5Uz81oKov2d0tN8K3Rc2TqVLI/s650/map.png" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="609" data-original-width="650" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgSh4bLmLk3LLQRILCAA0naKwO4m8J6TnD4e7c8T1RJ1jvmgUpEV7HesuDAtfuKgUDO8HJ_2yBxIBpFQ2nz2P6PNRRzf86FzywG0rDQugKzv6i5Uz81oKov2d0tN8K3Rc2TqVLI/s320/map.png" width="320" /></a></div><br /><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"><br /></span></span></span><p></p><p><span style="font-family: verdana;"><span style="font-family: verdana;"><span class="d2edcug0 hpfvmrgz qv66sw1b c1et5uql oi732d6d ik7dh3pa fgxwclzu a8c37x1j keod5gw0 nxhoafnm aigsh9s9 d3f4x2em fe6kdd0r mau55g9w c8b282yb iv3no6db jq4qci2q a3bd9o3v knj5qynh oo9gr5id hzawbc8m" dir="auto"> <br /></span></span></span></p><br /><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p><p><span style="font-family: verdana;"><br /></span></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com2tag:blogger.com,1999:blog-32951742.post-80314174127894056552019-10-01T04:10:00.000+08:002019-10-01T04:10:04.444+08:00کاݢوماکو کاݢوم جوݢ دڠن ڤيقا. ماسيه لاݢي راجين منوليس بلوݢ سمڤاي سکارڠ. کاتڽ اونتوق فولوورڽ. سياڤا له تو اݢقڽ. هاهاFairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com1tag:blogger.com,1999:blog-32951742.post-65405682635336628062019-10-01T04:05:00.002+08:002019-10-01T04:05:48.513+08:00هايسوسه له نق منوليس بلوݢ کالاو تق اد ناتيۏ اڤ س.. هوهو<div><br></div><div>سکارڠ اکو تق ليه تيدور</div><div><br></div><div>تق تاهو نق بوات ماچم مان لاݢي. هوهو</div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-3224085439353006022018-06-12T22:23:00.000+08:002018-06-12T22:23:49.208+08:00Pindah balikPindah balik ke sini. Sebab takde duit nak bayar domain fafairuz.net tu..<br />
<br />
<iframe src="https://giphy.com/embed/1333qui7ODRzG0" width="480" height="241" frameBorder="0" class="giphy-embed" allowFullScreen></iframe><p><a href="https://giphy.com/gifs/hue-1333qui7ODRzG0">via GIPHY</a></p>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-3660464835372482262014-12-31T15:04:00.002+08:002015-03-08T03:11:04.739+08:00(About to)Move to <a href="http://the.fafairuz.net/">http://the.fafairuz.net/</a>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-5810893912758117542014-11-07T14:15:00.001+08:002014-11-07T14:15:46.387+08:00Girl vs Woman<p dir="ltr">Nice article:</p>
<p dir="ltr"><a href="http://elitedaily.com/dating/gentlemen/10-signs-youre-dating-woman-girl/638177/">http://elitedaily.com/dating/gentlemen/10-signs-youre-dating-woman-girl/638177/</a></p>
Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com1Alor Gajah, Alor Gajah2.382211 102.21156tag:blogger.com,1999:blog-32951742.post-51941930708360446682014-10-28T00:04:00.001+08:002014-10-28T00:04:35.377+08:00Trying to..<p dir="ltr">Weird. By Butterfingers</p>
<div class="separator" style="clear: both; text-align: center;"> <a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiT0TRAm_nIDL8m2_xpjdxOjKtyxU2Xi736xG-kUeSafAIo8JBdKZcqtuuMT6Q0biHH2gVgYmAaZy4ghA2uYx_jGCQn_pysM-eDUHdGeUfy69weCM4l-Z5fgndUTFtAc4dJ5bhI/s1600/Screenshot_2014-10-28-00-01-33.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"> <img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiT0TRAm_nIDL8m2_xpjdxOjKtyxU2Xi736xG-kUeSafAIo8JBdKZcqtuuMT6Q0biHH2gVgYmAaZy4ghA2uYx_jGCQn_pysM-eDUHdGeUfy69weCM4l-Z5fgndUTFtAc4dJ5bhI/s640/Screenshot_2014-10-28-00-01-33.png"> </a> </div>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-56357468636148773022014-08-25T20:11:00.002+08:002014-08-25T20:16:00.215+08:00Reorganize<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiH-_SSdnAFvIrryaSmjCEmt9Cibg9bARLfKZeGJ3cF5m7rP1iif_Q2MVH4fZB3pNDPo1ZghGCLlPT5-zlJiJ6knbrJTlKxjbeQMnne-IpQlnaqTjm8Lsjh1NFJP8Na_VSRLVr2/s1600/photo(6).jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiH-_SSdnAFvIrryaSmjCEmt9Cibg9bARLfKZeGJ3cF5m7rP1iif_Q2MVH4fZB3pNDPo1ZghGCLlPT5-zlJiJ6knbrJTlKxjbeQMnne-IpQlnaqTjm8Lsjh1NFJP8Na_VSRLVr2/s1600/photo(6).jpg" width="450" /></a></div><br />
I'm trying as hard as I can to reorganize my life..<br />
<br />
Baby step baby.. Baby step..<br />
<br />
ps: Selipar ke dapur, as in selipar ke dapur, tandas and (not limited to) balkoni.<br />
ps: Selipar ke dalam => hall, bilik, ruang tamu dan meje makan.Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-67941521349924134132014-07-20T00:38:00.001+08:002014-07-20T00:39:44.216+08:00Parenting<div class="separator" style="clear: both; text-align: center;"><a href="http://content4.viralnova.com/wp-content/uploads/2014/07/Parenting-1-FULL.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="http://content4.viralnova.com/wp-content/uploads/2014/07/Parenting-1-FULL.png" /></a></div><br />
original source: <a href="http://www.viralnova.com/parenting-comic/">http://www.viralnova.com/parenting-comic/</a>Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com0tag:blogger.com,1999:blog-32951742.post-26499969351633542042014-06-28T14:31:00.001+08:002014-06-28T14:33:00.058+08:00WhiteboardI saw this on the <a href="https://www.google.com/search?tbs=sbi:AMhZZiss7keZYRcJwrj9wowDqEWibEN-ZfWRDzzuuaDlOdV5AIknu5IgiMV01LhD-0vzxuUBE3MD_1Gn_1I3CaQnuOLVVcXDac1tnloOWLzXHB0Nc2XByNpbwnkRBWGBZAeZ5pobUb2RnNNuH4nkGwMpQfCv0O2KYCCxkEjAD9sPqAJNzAqrMeA0uvBF-uOnZk9-afXVADSjRgrTZxO_1_13qeiIe68J_1vx1HwpA4unR-4EZ4wlcqTeJWsEITqKtvWJvh-KTRwu4nccudbzS6I_18KUhF08REnydO99H4RsFgLiLnTuQxg_1i37E1lAWVZbelwpIUhkTag-O33nJQ1EjDUlIRD81_1pwJhNGMD2x4vgxS7XteoIUtplU7wfybbvBSxE5uM_1muQJBTYglQnk4oMcd5sGJAVMSHLS_1QAyuAeyoy1fP5ur1JN8afK15uxpAA0ZYZog5XsCUZaYxonxlTvMcrUlTyA0L8C8VQn6cz7IueQTJH3JTAmP_1DmQx8Tj0VZLhLcmoGPCFiTzLuaTjJXLFPxvOGAnRZ_1RUyXC4qMkkmMfzikjiRjpfDjCpLEVcqR9s0bVPQykaqh5G175lB4lDSujBG1xrZDX3UyWWqrkKS0f73c7uoP3UpJDVW6KnBxm5oG5Fhp46BSgER_15zvyiXQKSDVZd7Zom9eduYWrhboZs5p0uqnfKl9DnzZDWbjctIgX3mo4ZT2W3CExTuAAW3bBf6aZvoUaoem7CnWgRp0ORNRJ9_1A_14DQTX5pFG_13w3DHqcPg9PNM8nEV-AkuBwjYf0Lhu-89AE4xdZEEYAPFTpe5Wg115yAaZwK6I_1PxBT1jrW9CIPN4ckX0Xa6U7gfzJBxiI3OPmgJO-5WMH3oqB8nvBoxdcUiDr6wtlM0ENIjawwMRdfyB1MuaF8vC6LSXAc0-xFk5Wxc1WNJOWspMTOxz5Mv1WEvgkZQe1PaSM5iwqJpma5jWTwYvOAL7qPJAGqyPOc0QQiQq9iwU6rsEv9Z-xtNJnGUFPT4dz-zgY_1MpEcYJZJVTQTcN17550_1ZWGcmFP20oZgx_1ACqHDpj24oMqSUcyq4ohCST2b5rzq_1i_17aBvrMay-erqOcN9SbcXVGeMGWDiVt7ikBaiemcEWbe8HWzQFowkNfJRqVDdh7zesYr3GUj1aGVZQ_1XxFEhuOKS3t_1q7b1zt9lpClbomDA_1-3XMXy_17FYlltneq1_11k5OnHlEEOBD7uHdBRDvc65AqQHNQKTUH-wBr0xPGylIlFCrRBPzLSeUti_1cFecrLFg2YNlsokExrd9Dpu0YTNblWR2G-rfVfiH8-Q81mq-eLwjSex6AB4D4UJjxh1uE1wPGLe5K4DGAm9sGHLnEfJWSr2rCKOsOJ6A0kroUmrfsDjesClA9O4z4z9bYok3Y7BhIBRtrO0bYGe3tKQHpzPrnyulXMdjTQcH7m8Qe8t704HarF1K-28pE3v4sZ_1OzJQEWif1DdLGhp&btnG=Search%20by%20image">internet</a>,<br />
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Teringat zaman Teratak 42 dulu.. Hehe<br />
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<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggeasURISYUbmdSjtEQWqIyv-52FkeYHhK-qxH3RUVnEIytuDWY_6ZEweY6p0V4tpz-pVDbrPJApcjCs2fGwglKqr5zrO1FqgBfAdWAJYhlFq8vVlY-fskYuiLXcoUnUiz55k/s1600/DSC00531.JPG" imageanchor="1" style="margin-left: 1em; margin-right: 1em;" ><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEggeasURISYUbmdSjtEQWqIyv-52FkeYHhK-qxH3RUVnEIytuDWY_6ZEweY6p0V4tpz-pVDbrPJApcjCs2fGwglKqr5zrO1FqgBfAdWAJYhlFq8vVlY-fskYuiLXcoUnUiz55k/s1600/DSC00531.JPG" width="470" /></a></div><br />
(blog Teratak 42: <a href="http://teratak42.blogspot.com">http://teratak42.blogspot.com</a>)<br />
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ps: Betik tu adalah nama kucing dak Kucai. <br />
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Really wonder where they are.. Maybe I should give them a call..Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com1tag:blogger.com,1999:blog-32951742.post-75503946521504033192014-04-27T12:03:00.000+08:002014-04-27T12:03:25.546+08:00Automatic ResponseKhamis lepas, aku rasa sangatt penat dan mengantuk.. Balik je keje pukul 7 malam, terus tdo (sampai pukul 6 pagi esoknye '-_-). Tak sedar ape2 langsung.. Again,, sangatttt penattttt...<br />
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So semalam aku nak mesej mak aku.. Jap..<br />
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Sekali tengok mesej history..<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGCAkmflbIIx9zQ7Rudp0MkwkbbcBUQh14q3s-eiDIsQLtsMHCL3s8cekXqvfEqTEa5zsX3WM6pLuodSxNlwLd2LrW2zrQKA3nUl44ScuL29tc0BlLAsTlvEJS9NjnYDaAhOnT/s1600/Screenshot_2014-04-27-11-23-38.png" imageanchor="1" ><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiGCAkmflbIIx9zQ7Rudp0MkwkbbcBUQh14q3s-eiDIsQLtsMHCL3s8cekXqvfEqTEa5zsX3WM6pLuodSxNlwLd2LrW2zrQKA3nUl44ScuL29tc0BlLAsTlvEJS9NjnYDaAhOnT/s1600/Screenshot_2014-04-27-11-23-38.png" /></a><br />
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Ha? Bile mase lakk aku makan time tu?? Aku rasa aku tengah tdo.. Haha.. And for sure aku reply "Semalam tdo awal" tu dengan keadaan mamai2, tak terbaca pon msg atas2 dia..<br />
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Check pulak call log..<br />
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<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiSniz5uM4wEirmq7M3Mb6rbCmEu289DGmjR261J2ppsSerySsjOAUw0497kBbTRUJQ2hkPGHRXFiVEZPMWV2V85t0_1NGGuPcSP4JSSEwmaeFVa_rX4iMCmbo1mIdarAaSISR/s1600/Screenshot_2014-04-27-11-24-14.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgiSniz5uM4wEirmq7M3Mb6rbCmEu289DGmjR261J2ppsSerySsjOAUw0497kBbTRUJQ2hkPGHRXFiVEZPMWV2V85t0_1NGGuPcSP4JSSEwmaeFVa_rX4iMCmbo1mIdarAaSISR/s1600/Screenshot_2014-04-27-11-24-14.png" /></a></div><br />
Sekali rupanya aku tertekan -one-of-the-proud-modern-phone-feature- "Reject with message"... Ciss..Haha<br />
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.. kesian mak aku,,<br />
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۞ How-To Reject With Message..<br />
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1. Tekan/Swipe kat "Reject With Message"..<br />
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<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh0g8lpvGU_XR0ZVg8xQHLDqHcDO2yEaUJEN3RHuFLlvG_4v42d-7rgZ72c6pJbfVasR8cmtc89wi9xgQWP00juLktntZtweX02UWHiCaGtcTnzgxCAaHwKS5j27mZJEMbvHtxB/s1600/New+Image.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh0g8lpvGU_XR0ZVg8xQHLDqHcDO2yEaUJEN3RHuFLlvG_4v42d-7rgZ72c6pJbfVasR8cmtc89wi9xgQWP00juLktntZtweX02UWHiCaGtcTnzgxCAaHwKS5j27mZJEMbvHtxB/s1600/New+Image.jpg" /></a></div><br />
2. Tap kat "Reject with message"...<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiE6RJGfrxlGbIUFsDnIGbkXeVV7YGsDpJWRsuEZeSzkUJT6EuvzO02hNC5QD5ISFSGRur8irpetfYYQgsmv3qGmyasdp1PfYlK2aD9vMZJdkCH-Rt8dwzoE5bOd6QSWPBZsuog/s1600/New+Image+2.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiE6RJGfrxlGbIUFsDnIGbkXeVV7YGsDpJWRsuEZeSzkUJT6EuvzO02hNC5QD5ISFSGRur8irpetfYYQgsmv3qGmyasdp1PfYlK2aD9vMZJdkCH-Rt8dwzoE5bOd6QSWPBZsuog/s1600/New+Image+2.jpg" /></a></div><br />
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3. Pastu pilih automatic reply..<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjoKXCbq6y1NePiQ3X0JcxPl_O8mDQlNtT1b7WksG7s7ES9ndbhn7_7BAleVU6m4rUeQs5_S42W9QFAaEQAJcaSIX3PKT-QHD8HTMGxDu7iKvEU4YGBTo164WqjrMdjRRJQzMnh/s1600/New+Image+3.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjoKXCbq6y1NePiQ3X0JcxPl_O8mDQlNtT1b7WksG7s7ES9ndbhn7_7BAleVU6m4rUeQs5_S42W9QFAaEQAJcaSIX3PKT-QHD8HTMGxDu7iKvEU4YGBTo164WqjrMdjRRJQzMnh/s1600/New+Image+3.jpg" /></a></div><br />
4. Tertib. Semuanya perlu dibuat time org tu tengah masih lagi call.. Kalau dia dah letak, tak leh buat.<br />
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Hebatt kan? Leh buat camni time tengah tdo? Baru hari ni baru aku nak explore.. huhu<br />
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Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com1tag:blogger.com,1999:blog-32951742.post-3257510571580247972014-04-16T01:12:00.001+08:002014-04-16T01:12:21.299+08:00Untitled (the real one)I guess, I have to do it again,,,,Fairuzhttp://www.blogger.com/profile/10251584837704810397noreply@blogger.com1