Notes

MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMBVTWWbkqmmqHkkkkkkkkMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHkkbppppppSOwWWqHgqkkkbppbpbkkkbkkkkkkpfWWHBHHMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHHbkkkkkbbkkWbbbbpfWWWH@gqkkkkkWbkkkkkkkkqqqkppbkbpky+:::?7THMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHkkkkkkkkkkkbbpbkkkkbkbkkkH@@HqqkkqqkkkkqkkqqkkkqqkbbbbbpWI<::::::((vTMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMqkkkkkkqkkkkkkkkkkkkkkkkkkqqkqH@@gqkkkkbbkkkqkqkkqHbbkkkbbbkqkkkA&dkXkzzzvzzvwVMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMkkkkqqkbkkkkkkkkkqkHbkkkkqkqqkkqHH@@gqqkkkkkkkkbkkkkkpbbkbbkkkkkbkbbpfVVVZXzzzzvvvvvrvXMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMmkkbbkkkqkqqqqqkqkqqHggHkkqqkqgqqqkHg@@@qkqkkkkkbkkkkkkqbbkkkqkkHpbpbbkkbpfVWSuzzzzzzvzzzvrvvvdMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMmggmqkkkqqqkqqmHHHHg@HHgggmqkkHHqkqqqqH@@@mqkkkbbkkkkkkkkkkkkkqqqqppbbbbfpbpkXuwOwrzvzzzzzuuuXzuuzzvdMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHWHqmgmmmqqqmmmggggmkkHHH@HHgHHqqkqqqmmqqH@@HmqkkbppbkkqqkkbbbbbbbbkqkkkkbbppWkkWXZvzOzzwwXZOwZuuuzuzzvvvvvwMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHuuXfbqgggggmmggggmmH@@@@M@HHHHHMqmmgHgH@@g@@@gmqqkkkkkkkkkkqkkbbkkkkkqkkqkbpbpbkkH0tO++zOvuZXZzXuuuzzzzuuzzuvwOZZMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMHWWXWpbkmgg@@gg@gg@@@@MHHHMMMHHHMHMMMHHMMHM@@@@@gqqqqqkkkkkqqqqqqkkkkkkkkkqkkkpkkkHpSllOOz<zOz111zzVOwwwwwwZwXfWWWXkwkdMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMgggmHkkkkmmg@@@gggg@@@@@H@H@HHHHM@MHHHHHMHMHMH@@@gmmmqqqkqqqqqqqkkqmmqqkqkqqkqqqkkWVVOI??1+??Ov1zOrwIzZzCzOzl1zwkzwOzXHkwdWMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM@@@@gggmqmqqqmmgggmmgmgg@@@@@@@H@H@@@H@MHHM@HHHHHHHMkH@mqqqkqkkkkkkkkkmmqqkkqkkkqqqqqkkkyOrlllv11>+zOC<++rI++zzzz=zVVOO?zXUHMWXHWMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM@@@@@@HggggqkkqmmmmqqqqqqqmH@g@@HHH@@H@@@@HHHHHH@HHHH@H@g@HqqmqqqqqkkkqqqkkbkkqqkkqkkqqkWkbkI?1zzOlO1O1++zO<<zZ<;;;;+<+111+zdW@NMMBGdMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM@@@@@@@mqHggHHppkqqqqkHppbbkqqmqH@gHHHgHHg@@@@@@H@@@@@@@@@ggggggmqqqkkkkqkkkkkbbbkkkkbbbkqkbHWOz?1zzttttz>?>+1?zvO+<;+zwOzwCzOXWHBW9dWHHHMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMggH@HmgHHqqkHHpppbkqkbbbpfppppbkqkHmqqqqHWXHkHqgHgggg@g@@@@g@@@g@gggmqkkkqqqkkkkkkkkkkkkkkkkkkkHWWXXXwrrrOz+++>;;;+1?++z?z1?1zOtllzzdWHWy0wAdMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMHHHHHWWWHWWWbkbpfVpbHkpfppfVVVfppbkqbkbWWWWUUXWWWyHHmggmqqgmmgg@@@@@@ggmqmmmqkkkkqkkkqqkkkkkkkkkHbkkWWWXOttrtttlOz>>zz?+<+z;1?=+lzOzzIwWWXXdWHHkkMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMHWZXUWZXXzzXZWyppbpWbqkHyWpfVVyyyXWbkpWXUUUVZOOOOXXVWbHHHHppkkqmggggggggmggggmqqqqqkqqkqqkqqHkkkkkkbbkqkHkAOOOlOz+zzzz=?>;;+<++z=?1Olz11lZXOOXAdHMMHMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMWWWWWXuzzZOlwVXyyyyWWWkkHWWpWWyyZyVVfpbkbWXXOz+1?>1OwWpVyWppppppHkqqqqqqmmggggggmggmqqqkqkqqqqqqqqkbbbkbkkbkqWXZItrtOrOt=z1z+zzOzOzzzz<;+?zOzOwwWpWXHHH@MMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMBzXffXZZXzOz<1llOuuZyVpbppppVyZZuuuZZUWWVWWUXZzllz+1zlwZyZyyyyWWyWffpfpHppkqggg@@@@@ggmmmmqqqqkqkqkkbbkqkkbpbkkkkZzzwOOZlllzzl=z?++Ozz1<<?lz<<zTUZXHHHHHHpH@MMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMXXkXfffyWXwI?>?l=OOvuuXWWWWUUZXuzwrOOOwwvzvrrz1=zrrwOrrwXXXurwXzzuuZZZZZyVpppHbHm@g@@@@@ggmmqkkkkkkkkkkkkkbpbkbkqWZzOOwwOtwwzwOlzOOOzzwyz+z?z>?>zzI+zzXWWggHHHMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMkrrwVVfppVWVv1ztttzrrtwuXwwZOwXwrrttttllz1zlOrOOwwzXZXwrttOOOvzzOrrvvvzuuuyyVVyVppHmg@@@@@@@mqqkkppffffWWppbbkkkqHOXkOwXIlttlzOVO=zzOz1?zuz==zI<+lwZzOdHHW9VU0OUTMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMHfWkwUXXXkbpSZzwvwzOOtttwuwOz=ztlltttttttlzzzzztwzXZXfVWXXwOOlz111ttttttrrrvXXXXUUXyWqg@@@@@@@gggqpWyyXX0XXXWWbHHHWkzXUUHWWXkXXK1zzvVOwOUXWWSvOw&++zwWHQQm&QWRzwz++jMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMVfWUUWXXWHpfWXwzXXyuzvtttXZuXwwwwwOttttrrrvvzwXXXXXWWbbfpWWXXwwwwOOrOtttlllllOOOzzzOXWWHHH@@@@@@gmkfWZzwttlzwXWWOwwWHAzAAXmWWbkkvAd0z=zZ1?jQHWRzzWHz+z4HWuuUwHSzWy+zzwdMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMppfpVyWUzXpbWXzvXffVZurOwwXZXXWWWZuXwrrrrvrwZZWWWWWpWkHWWWHHHHBBYYYYUUXmAwwOOzz?><<<+zOXWWWqg@@@@gqpVXzOtlz=lwXWbkOOOXkAdHmHHHpHHqHwzzAXWAXVYXgQWHkkVUOz<zVCvHmmVdVXWbHHWMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMWqbWWXwXUZZUWXwrXWfVXuuXXXWVZXWWWWyWyZuzvvzXkZXpWqgmHHMH9TC<_i<_+J+WHHHWWpfWXXXwzz+<<;>?zwXWWHqmgg@mHWXrtl1<1zvZXkwZOwXHZAwWOXg@HkHVHZudWkWHHAdHHMHUUXI11<zv1udMHWkHHHUUu0vMMMMMMMMMMMMMM
MMMMMMMMMMMMMMNMHHQmQQkwXkXWXrwXyyZZyXWpkpWWHmHWWpWyZuuzuuXZWWWHMMH5I~~_1+(jgWHHyyyVVyyZXfWfVyXzwz1???==twXWWHqmgggHWWXwOzzzwwXpWkXwOzXkWHOdHgHHHMmkWXHHHXHM@@@@@HHkKSzdkZzZwAuXHMHXmszZZIzMMMMMMMMMMMMM
MMMMMMMMMMMM#wNvMH#wAwWpRwXItwZOOOXu0wwW9XWWkXmkpWyyXuXzzXXo(f1dY<(?<__(+dWHWfVVWZyyWWWWyVyyVyZZzrtl==?==zOXXWWWWHgmqHWWXkXXXWWWHWfUWWgHHkXW@@@@mH@HHWWHkkmadHMH0XZTWWkkkw+VWHMHSdgHHbHWWZzvMMMMMMMMMMMM
MMMMMMMMMMMHHsyOH@#dNwWkKz01ltI1I+Ow06>+dHHXHXmWVyyyuzvrw=`jd94o_(+z<<<dHHWHHHHWWfWZZyWXXyVppfyZuwrtl======zOOOXfWqggggmHHkbkWXbkdHmwWmHHWHgHMHHHWpWWWH@Hg@@@@HHUWNQWHkXSwXHWyXHgH@HHgHHWKXHHMMMMMMMMMMM
MMMMMMMMMMSuUWRzW@NwWwHqHwI>==z;;+?!`.(XWWHXWXgWVyZuuwOOX, ~``._Xs1<_((WAdHHqHmz7UWXyyfVyyfpbbWWyXwrtll===1zlzzuyWkg@@@gmmWWkqHWHgHkWHHHmHgHHHkkWHgmHHW@HbH@@@M@HKHH@HWUUWbWWKVWHHHbHppkkHHHbWMMMMMMMMMM
MMMMMMMMMBXZXZXWbkHHHHHWW0I????><` ` jvzZXUWWHWyyZZZzrOll-`(+`.(VO0wzv7!J>-?Wkvwyk+_7WfpWVfpkkkpfyZuwOOtl??zwzXyfWqgggggHHHHqmgg@@@@HHHqHMHWH@@HHMHpHHWgHHHkH@MHMBUHHbHHHHHqSwWHVWfWWkHkXUYUWpHMMMMMMMMM
MMMMMMMMMHkkWWWWHqmmHHfWVI11zzv~_` (<<?+zOXZZZyZZuuvttllv`v_i. (i--.-x7>__ ?k+dXx!_ ?WHWpkkbbbbpfWXXXrlzzruZVfpkkqg@@ggHHHqqmm@@@@@HHHH@HW@@ggH@@HWHWHHH@@@@MHHmQQWHH@@MHXwUHHMMHWHHkHHHHHQXfWMMMMMMMM
MMMMMMMMqqg@ggHWH@gHHWW0I=zwZ>~__. .<:<~<<<+zOXXuuzwrv_ `~ ?U$.T<?>j>_<::__` ?XXZOG--__?WHkqkqkkbbpWXuwwzzzuXZWpkmmgHg@@@g@@gHWggH@@HHSWMNWH@g@@@@@HWXHk@@@@MHmH@@HWWHHbWwdWH9UXHHHqmHMHHHM@HHmdMMMMMMM
MMMMMMMkWHg@@@@mHkHHW0O11zwC>::<+++z<_._`__~<<1OOOllv `_ _.. < ~` .O+-~~__ (rXvOWWWmJ+dHqqkbkbbpWZZ0zzzvrwuypWmmgg@@@@@H@@HWH@HHHHHqkkgqm@HHHHgmpg@HWH@@@MWqHMHdHWWXqHMHXHAAdWkXHHmXkdMNH@HHHMMMMMMM
MMMMMMMgggqHgggHHHX0ZOzzwXI<<<<<<(_-. __````-_~<?=1z-.` _.?! `.(. .w+++<-....jwI+OWVfWHHQWHkbbbbWXXOvOttrwuZWWqqqmg@@HH@M@@@HHMM@@@@@@gHHg@@gHg@HWqHHH@@@HWWHHWW@NWHQHSdHHHwHHwXAXHM@@@HqH@@@#UMMMMMM
MMMMMMHmmkqkkkqHWXVrOzOO7<__~~(+(<<_` ` _`` ` -<><<-. ` .` (OrI-(zzwzwXkz1OWfWbqqHHHHppWXzOz>?=ltwuZWHqqmg@@@@H@@@@@HHH@@@@@@g@qHkmgmH@HWWH0wW@@HUWWHH@@@@HHMHHMMMH0ZHHwWMMHMM@g@HHM@@HMMMMMM
MMMMMgmqkbpppbHWXZtOI><(<!_-_<`` .(-(_` _:;:!`.- ` -1- _1wwO&&+zXXWz>?vWVpHqkkkpffyuvt11zzOwwZyVpbpHmqHH@@HH@@MmH@@@@@HHH@HHgHgm@HHWpWwwHHHXXWH@M@@@@@gHHH@NWHkHqH@HXH@HMM@Hg@@@@ggMMMMM
MMMMMHWkppppbWVXVI<(<<_-_~` . ` (<~ ` _~~<` _ __~<z+. _+XIdWyyZuZI<<<vfVpkkppVyy0OrtzOwwXXyVfpppppqqqqg@@@MggHWHHHHHHHH@HbHHkHHWXppSXW@@HWH@@@@H@@@H@HHNHMHWH@@H@NHHHXH@HMMMH@@HggMMMM
MMMMggqkbppWHHW0v<z>_(<` ` `` ` ` ~```.`_<` ` `.1-_:+1vWfyyZuI<;;+dyWpfVVZX0wzvtwuXWpppppppWppWqkmHHggggHkWbHWHHH@@@gHWmkHHWWqWXWHHHH@@MbH@HH@@HHMMMMMNHH@HH@@@@MggHHfffWWW@M@MMMM
MMMMqqHkkbHHMHVz<+<<~ ` ``` .__ ` ` ` ~` ~` 1<~:(<OWZ0Cw>:<<<+XXUUUXVOOOwXwwZypppppWXWkWWpHkbHgHMgH@ggHH@@@@@@@ggHWHmHWqHHH@HVVWHHHbpHpHHMMB3++-(TBYW#MHMNHHgmgHWfpHHHHHM@MMM
MMNqbbpWWHH@HkC! _._` ` (:_~_. ` ` ` ` ` ` `.71&(<(OZ1ZZ<~~~::+OtOvz1l=lwXZZZVpppfVyuWkHWppHqHH@@@@@HHHHH@@@@@ggkWkggKWqH@@HVVfffWHWgWkMMM#+wzzzvzzzZW811zvTMMHkXkWHHMM@@MMMM
MMMqqkpfyWHH9>_ __` ` ` `.(~_` _ ` ` ` .` ?7zI<1<1<~~~~~_1==?>+1lttvzXuXUUUWXZZWkbWWpkmg@@@HHHMmHH@@@@@@HHHUWqmHqmggmHWfppppHWHMR&JWMkvzzzvvwC<<?zvvzljMHWH@gHHHWHgWHMM
MMHWkHpVWH=vl~_ -___ ` ` ` ._~..``` .. `` _` ` ` ` .z<~__~<<_....(??>>;>1ttltttOOOOOOOOXWWWpWkmggH@@@H@gH@H@@@ggHHkzXHmqqqmggHHHHHHHMM8UXXzzXUzvzvvvOzwzwOrvC>JHMHH@@@@@HHHHgMM
MMqfppfW@` .I_(~`` ` `` ..__` .-_:::_.._ ` ` . _((z1+...J&, z>__. ___~____<?1?;;+rrtlll=?><<<<<1wXypkqqqg@@@@@@Mg@HHHMHHHWgHHWqkqgmqHH@@MHHHM0dHuzzzvvvvzvzzzvzzvvvwzzuWMMMMMMMHWHHHgMM
MMmbkppM! ` (O:` ` ` ._~~__-(;;<<(::___~.` `` (-....zrwzzwyzwXXzwI+__.._......_<???>1wzwrwOtzz<<<::+lwXWqqHHg@HH@@@M@@@@HWH@RwWHwWqmHkqkWH@@@@HMMWWHkzzzzzvvzzZ<+zzz1OvvvvwHWAQmxdMHHHVHHHM
MkHpppVH-.JXXZ!` :_(<++<<++=zzzz11++<<;~` ` `.`_.-(+?>>>1_.tOOwWkXkwXXkXkXc_.._..._ -<1?>??OwzuuXzwOl=+<+zwwXWbbkHggg@@@@@HH@@@@@@@mHHkkHbHWHHW@H@HMMHggmxwzzzzzvvvvzvvzzzI_zvvvzwVWM#wWWMHgHWWHM
NypfpfyWmHWW= ` .(++zztllzzOOzwwwwwC!` z+< _ ?zz<>>+>.z<<+zwUXpfWWWHXHx____._______1>>+ztvzuuuXzOOlzzzwyWkbkkqHg@@g@gHWW@MHH@ggmkwwWppkXWXH@HMMMNMMMNMNk1wXzzzzvOzzOvvwzzzwvvOugy4MMHMMmHWHWW
NppfppfWkWWK ..JtOltttttOwXXXXkXWkY!`` (k^ -. ` > ` ?z+>>1+<<~~~<1OXUUUWHKHHk&+<<-..````(><>+zrzZXZyZZXwwwrXWbkqqmgqg@@@@@HHW@HHHHHWqqkXWbpSXXX@@@MwWMMMNM91JWHwvvvzvzzwzwvvvvOwzwXMMBJNmmdMHkWgHW
NWkppbWHWyyH<J0ZIltrrOwwXXWbbHkHH9!... (W{ ` 1 ?1<+?<_~:_~(+zOrrwWHkWpyXwi_<_-. :<<???OwZyyffWyXXXXXbkkqqmgmH@@@gg@gqmHHbbWHHWWWHyWWXWWH@@MMDdNMNNWMHMMkAQkwzvwwXHwwwvwz?WMNmQmdMMmMHqkHgm
NfXWWHHVyyyWkHuvwwtrrwWHHH@HkkH#=......WHl ` `.k ` <-` `?<v!` __<wXWkkyz7C1?+-_<<_~:<~1zlOwXypfVWpppbbpkqkqmgg@@@@g@@gqmgmqHHbWpypWyWXXWkXWqHNOMMM#MMMMNMMMNMMNNMMMMHNNmqMNNMMMMMMMNUMg@gHHH
NWXWMHyZZZXZUZuXW0wXZWHHHHkkbH@~......(I?6- ` `.+,W_ ` (- _. ` _+OXWqmmHkkI<<<+_(<_<+zJvOlOXyfWbbbpbkbpbpbkmm@@@@H@@@gHHHmmmHqqHWfpWWXWHHHHgkMMMNNMMNMMNMMMMMMMMMMMMMMMMMMMMMMMMMMMN#MH@gHHH
NWWMWZuzvvwzvvXHSruZyyWWWbkkk#:.......-O-1o .k<(d_````.. j. `.!```__<1OWmggqks<_~1z+>>+zrvzZ==wXVpbbkkkkkkkkkkqkg@@@@g@@@mqkbbppHHfbppWWWXHHHHHHHHHHHH@MHMMMMMMMMMHHHMM@MMMNMMM#MMMMMMM@@m@g@HW
#WMHfWZXuwwwrdHVwvZuXWWWXWbHH$~........(n.(l. .M>(I(l```.... .1.` .`` ..-~_(zXHH@@HHmeJ+wOzzzltvv<OOOXyfpbkkkkqkqqqqmmgg@@MmH@ggkHqqqHHWyppWkHWW@g@gmqmH@@@HM#YMMMHMM#M#vrvWMMMMMM##MMM@@H@MHHHm@HHHk
#WMbbpfWyXZXXHSOzwXZXWVpWVVWH>.~~~~~..-``(XWHMMMWn(JS-..~~.. ` `_.n-?` _`` -.(+1wWWHHMH@HHHWkwOOv<<_`(XWXZfpbbkkkkqqqmmmggg@@@Mmg@gHkqqqmHyWWqkbkHg@@@gqHmHHgHHM#<(dM9YTTVCC7OvVV7TMMMC.dMHH@MMHpWm@HHHb
NMNkkbbbpppWMNXXwXfVfpppfpppHr~~~~_-(J! j(MkHMo d{_+-~~_. ` X~ ..(+ewuXwwrrwXUVOUUWWXUV<+1zO_-`JSXHHkbpbkkHbqqHmmgggH@@@@Hg@gmqqqqHWkpWqkqqggggggmgggg@q@MMBY! ``.J..`` ` (&J. ?THMMHHHMgqbWg@kqqq
#HNkkbbbbbWMMHpffppfppfppfppHN+-+7<!_...(IdMkkWWk, .H-.~1&---` XHHfyyyyyyyyZZuuww-__+OwwI<__~zXs-JWyVVWMMHkkqqWHHHqHHgHHM@H@@@@@HqqqHpkkpqqkbHgggggHkgg@@@HMB^``````dGZ```` vAK{`` .vMM@@HggmqmHkHkp
NWMNkkbbbbHMMkHWppfppfpppppWWb<~~.~..(Jv1jHWqWWuuUWAJdHo.~~_<_```.VXWVVyXyyVVfffWZuwvoJO=trwo. .WXkHHffppppHMNHqqHbWWkWWmHWH@@@@HH@@@HqWWkqbqqkqmgg@ggHH@@g@MMN+-`. . ` ```.a,(x ` ` ?MMH@@HHmHHHWbH
#yWMHkbppHMMkHmqpWWkkHWbkkbpHN_~~~~_(<(jHWfWWWVyuXuuWWHHmmx-.``` (WZZyVfffpfpffffVXXXwvrOrXWK(dHHHVfMNWppppbbHMNkHHbkqHWqkkHHMM@HHHgggWVWqHbqqkqmmggggg@g@MMBMMm-_` ``.J- (MN-.dl .-<..dMMMM@H@mHWggHW
MyXHNHppWH#NpWWHfVWkWWHHHqkkWNx_(JxC((MHfffVVyZZuuuuZVffpHHmA,..JHWTWkpppbkbpWWXXXXZyZXXvwuXHHMMHpppWMNWkbkkbkHMNWyWWWkWmgmgHHWHHHWmggHpkkpbkqkqmmmmgmmg@gMNAdMMM0-___`` ?SQW=?H9^`.<-jUWMP(dMHHHkHWHHHM
MKppMNHWWMMHVWXXfWWWWbWpWWHWHMM#NmNMNMHWfWpfVyZZZZyyWppppbHMMM@MM$<:(HHbpkqkfyXOOwXZfVyXuuZyyWr ?THHWHMNkkkkkkkqMMHpkbqmggHHHHyWHHWWmgqkqqbkqkbWuWHWWHH@g@MM87MNZzm++-+-`` d:` Wi(ja+dH>(db_dMNNbmHWHWkM
MNHWXMMNM#MWySuZWbmHHWkbWWHDTHW9>~jMMNHXUUXUuXXXXXyVppbbbkHN-_~~__~..XHbpkkbpWXwwwXXppfyyyyyVWN.(-_<?TMMNbkkkkkkqHMHkkqmg@@ggHHWkwdWHqmmqqkqkbkWWWpWpbmMMNMMNgMN+zH9WM9Wc_.q+((dN8TXYXNmJdMHMMHMNNmHHHWM
MNWWkWMNMNNpyZZXpfpHkHmqkbMb<<::::+MZWSvrOtOOOttrrXZWpkkkqqMN,~~~~_(jHWpbkkkbpWXyXWpppfyffffffH_ 7UaJJMMMHkkkqkqkqHMHgg@@@HHHHHHbpyWqmmgqkqqkkkkbkWWpWHMMMNMMMNMMUZSXHgHk&&A&&&zdWMMMMHWHWWNHXMMHMMpHHMM
MMHWXXpMMMNpVZVWHppWWWmqHWHNe-::(jW6zMkzzrtl=?==ltwXWWpppbkqHHQkQkV1w?HWbkbkbppbbppppfWyyVWXffH} .~~~<dNMNHkkqkqqqmHMM@gg@@@HWHXWfVWkgmmqqkkqkbWXWkbbHNMMNMMNMMNMMNkWQQQQQkHMHHQQQQkkZWQQKHHMKXWMUHHWXMM
MMNpWWpbHMMHWyfWHpbpHHpkqqqHMM#HM8<<(NXuvzvtlllllrvuZVpbkbkqqqMN;?THD~vMHpbkHpppbbpppyZZyyVVpbH{`-_~~~JNHMNqqkqqqqmgHMM@g@HHmmqqHWWkfmqkqqkkkbkkkbkkkHMNNNNNMMNUHMMMNXWMMMNkWNX@HWHHMkXkWWHHHKXMNwHNWWMM
MMMKWffkkHMNpppHkkWpppppbppWWMNW3(z<dNZXXwvtttttrrwXXWkkbbkqkkqMb:i-~~_dMHpbpppbbbbppfyyVVffpW#` (n-~_jNpMMHqqqmmgg@@MMHgggHqHpppWWWWHqqmmqqbkqqqkkqkkHMMMMMMMNXXWHNNHHMMHWMMMHHHHMMHWXHHMMMMHXMMkMHfMMM
MMMNWWWyWWbbbbpkHWyWpfppfppVWM3(+H3(dNyyyyXXvvwvvuXypppkqkqkqHHHM<_Om&+<?MMHkpbbbbpppfWffVVfWMt -~~vadNyVWMMqmmmg@@@@@MMqqmgmmqHVyWfWmqqqqmHbqqqHbqmmkHMMNMMMMNkMMNHMMMHQHMMMWHHWMM8XHHHMNkWHHMMMMMXqMMM
MMMMNgqWWWbkbkkqHWfpppfVVVVWMBqMEv1+<dkyyZZZZZXuZyVfpkqkqkkqqkqkH8O-?MMMNyMHMNHpbpppfVVVffppW@ (>:::jMHVVWMMHmgg@@@@@@MMqqHggggqHZWpWmgmmmmkfWqkpbqqqmkMMMNHMMMNHMMNNMMMMNHHWHHHMNWQMmdMMMNHMMMMMHWfMMMM
MMMMNHbWbWWHWWHHbbkkkpWVVWWMMM#U3J! vkyfffVVyVWWfpbbpbkkbkqHHqH#Ovod#>(TI??TMHHbppfyVffffWH! (y::(dNpVfpHNNqmgg@@@@@MMHHgHWHpWWyWfWmgqqmHpfVWHpWfWHkkHMMMNMMMMMMNMMMMMMMMMMMMMMMMMMMMMMMMMMMHqkkkHMMMM
MMMMMNgmmHfpWWWWWWWWWpfpWHM9TzNIj> .HfpffVyffbkkkkkkkkbppppfVWD ?vWN-~~~~~((MMMbpfyfffppW$.<~d2(dMWWfppWMMg@@@@@@@@MMMM@HgHHWZXpVWqmmmHHWkHWffWWWWHqHWqHHMMMMNMMMMMMMMMMMMMMMMMMMMHNMMMMMMqkkHWbMMMMM
MMMMMMHHHbWWVWWHHWyWWWWH8QS<<dHId_ .HWUyVyVVpWqkbHkkkkbpfyyXXXS.`(jv4+-__(yHXHMHpfyfVfWH%.$::(TMMHHHppbkMMM@@@@ggqMMHHHmm@@HWyWWWbHmggmHWWWWpfyXWuwOvXWSXWMMMMMMMMMMNMMMMMMMMMMMMMNHMMMMMMHbkkpMMMMMM
MMMMMMN@HHgHWkHHgHWkkmHNH#AggNXR?I-...XWWyZyVVVppWHppkkkkbkbWVWuuun. _O&?TWMMMW#NMYBHWfWW#^.(K::(dMqqqHbkqqMNM@@@@gHMMM@HHHWHHHyXpVWqmgmHkHppfWpkZWWW0XvuzXXMMMHWMHHMMMMNMMMMMMMM#HggMHqMMMMMHbkkWMMMMMM
MMMMMMMN@ggg@ggggHqHNMMMMHMNMNMMNgggMNkVyyVyyWbWppbkkkqqkHgmqWpWyyXk._(WNNNMMMMN#. `(HNMD(Z<+H<jdMbWqmmkHggMMNMgmgHMMMgHWqgH@HWyWppkqqmgqkHWmHbpkwOXWwWkXZdWMMMHfmHWWMMMMMMMMMMHmMMmmHMqMMMMMkbkHMMMMMMM
MMMMMMMMM@@@@gqbHNMB=<OWWM#NNNNNMM9W1ZMNWWyyWWkqkbkqkqqqqgggmHkWpppWXWJdMNMMB"?TNm, WoJ3:;+WM@@Hggg@HmH@@MMMMMMMMMHWHHWHkWHHyWHppqqggmqkkHHHHWWWpfpHkbkpkdMMMNWmHWWMkHMHHMMHqqqm@mqWMqHkHMMkkqMMMMMMMM
MMMMMMMMMM@@@HHH#3~~._(jHHHMMMMNQHHMHHJMHkbWWqqqqqkqqqkkbq@@mggHkqkHZyWP?MMR. dMMNm.,M>:<jd@@@@@@@@@ggMH@MMMMNMMMHpWHHMHHHHHWWppbqqqmgqqHHW@HHHgHbkXWkkWZXMNMMkqHWMMHpHMMMMHqqkHMqkW#HpbHMNHWMMMMMMMMM
MMMMMMMMMMH@gggM@1++gQM#WHHqHHMMkbWbbbkHHkkkkbqqmmqmgqqqqqg@@@@@gggHyWpNHHHMN,. .MD_(zMMzuk@@@HHM@HHH@HHH@HMMMMMMHWHHHHpWHHqmkWppWkkqHHHHHppHMHWWpppkWHWWqHHH#NMHbqkHMHppMMMMqqkqHHkbHMHppHMMMMMMMMMMMMM
MMMMMMMMMMM@@@@MHMMggHB<+1OWMNNMHHWkkbbkkkkqkqqmggqggmmmqm@@@@@@@@@HfWHfpkqHHMMe.dN6<WNMM@@@@@HMH@HHHHHHH@MMMMMM@HHppHg@@@@@HHpfpHHkqggmHWfWHHHHHWHWWWHHkkkXHMHMHbbbWHHfpWMMHqqqqqkkHMHHppHMMMMMMMMMMMMM
MMMMMMMMMMMNH@@MMgggHNz<+jkMHMMM#MMHHHkkkkkqkqqgggmg@@@@ggg@@@@@@@@HWqbpWMBT<-(?NgK&gWM@@@MHH@MHHHHHHHHH@MMMMMHH@@HWHHHWHMHHHWWbbHWmmgHHqHpHWHWM@HH@@HHHgHHHM@HkWpbkq@HWkkHMMMNHgmqkpbbbffHMMMMMMMMMMMMM
MMMMMMMMMMMMMM@@g@@@HMZdHMHHWkqHHMMHMMHHqqqqqqqmggmg@@@@@Hg@@@@@@@MHHNMB=(vC+&gWNMMMggHHHHHHHH@HHHH@HHH@HMM@@HHH@H@@@MHMHHMMHpbWqmgmmHHgggH@HHHW@H@@HkWWHHHWHHMHkkkkqHggHMMMMWMMMH@gWpkbfppMMMMMMMMMMMMM
MMMMMMMMMMMMMMHmg@@@@MNMMggggmmmkHHHHN#MMgqmmmgggH@@@@@@@@g@@@@@HHMMB6+jHQgHMggggg@g@@@HHHHHHHHHH@HH@@M@@H@@H@@H@HHHHMHHHMMMHHHHmg@HmHgggHH@HH@@H@@@@@H@@@@HbWMMqkqqqg@MMMHWHHHWMMMHHpWbpWMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMNmgg@@@MM@@@@MMMMMMMH#HMM@gmggmgggH@@@@@@@@@H@@MMMSQkQkHHHmgg@@@@@@@@@@H@HHH#HHHH@@@HMg@@@H@H@H@@H@@HM@gg@@HHHH@HMHMg@@@@@@HHMH@@H@MHHHH@@HMMHgHMHHqHgHMMMpWVMH9wwWMMNHkkWMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMNqmmgggg@@@HHHHHHHHHH@@ggg@ggg@@@@@H@H@H@H@HHMHQHHMHg@mkqm@@@@@HHHHH@H@HHHHHHHH@HH@HMHHH@H@@HHHH@HH@@HHMHHkHMMHHMmH@@@@H@@MHM@HHH@HHMMHHHHHMMHmgg@@@MMMUUZZUdl(TUHRdMNHHMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMNHkkqqmgggg@@@@@@MMHHH@@@@@@H@@@@HHHHHHHMMMHM##HHMgggHggg@@HH@HH@H@H@@MHHHHHHH@@H@@@@@H@HH@H@@HH@HHHHHH@H@H@HH@MHH@@H@@@HHHHHHH@HHHHH@@@@HHM@g@@@@@MMkXXWkk4f1OZXUXWMNMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMHppkqkkqmgg@@HH@HMM###NNM#MMMHHH####HHMHH######@@gg@@@@@@HH@@HH@@@@@@MHH@HHHH@@HHHH@H@@H@@HH@@H@H@H@HHHHHHH@MMHHHM@HHH@HH@HHHHHHHHHHHHHHHM@@g@@@@@HMNkWHXWKXRwXqMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMNbppkqkkkqmgHbkmmMMMM####HHHM#HHHHNNN#N###HHHM@@gg@@@@@@@@@H@@@@@@ggMHH@@@HH@HH@H@HHH@HH@HH@HH@HH@H@H@H@H@MMHHHHHH@HHHHHH@HHH@HHHHHHHHHHM@@g@@@@@@HMMNkWHNWXqMMNMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMNKWWHbWWWHkkWWpHHHHMHMMMH@MMMHHH#MMMMMHMMMMMMgggHHHHHHHHHHHM@MHHmHHHMM@MMMMMMMMHMMMMMMHMH@MMMHHMMMMMMH@HMMMM@MMMM@HHMMMMMMMMHHMMMHHMMMMMHHHH@@@@H@@@MMHXUXMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMNVOOOwZV0VwwXXXWWHHHUWUUUWHHHHHWWWWUWWWWWWUUUUUUUVZOOZXUUVwOOOOOOOOwVZOOZOlZUVOvzVOVVOVOOVUVVOVVOwUUUUUUVUVOOOOW9VOIzv1z11zCvYCU6vzz<1<+wW9UUUVUUUUUMNHM8qMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMNe==llllllltOOwXZwOtrOwXWWfXZuzzwOtwuuuzvOOllltlllz???====zOl=l====1=====l======?????>??>>?????>>??>??????=??=??>><<:::::::::::::::::<<<;>><>>??==lOZUGMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMN2===?=?===lttll=lz=llOwZwzzzrtlllOOOOll=??1===??????>????????????????????????==?????????>>?>>>>>>;;>>>>>>>;>;;;;:::::::::::::;;<<>????????????===zgMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMNx???????=====??????1zlllltttl====??????>?????????>?>>>>>;>>????????????>>?>?>?>?????>>>>>>>>>>>>>;>;;;;;;;;;;::::(::<:<;;<<>?????????????????1gMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMmx???????????>>>??====lltttz=??>>>>>>>>>>>>??>???????>>>;><??>??>?>>>>?>>??????=??=????>>>>;>;;;;;<<;:::::::::;;>>>>>>?????????????????????gMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNx????????????>??????OwzOz??>>>>>>>>>>>>?>>>>>>?>?>>>>>?????>>?>??>?>?>>>>?>?????????>>>>;;;:::::::;;;;;;;;;;;>>>?>?>>??>?????????????1gMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNx???????>?>???????????>>>>>>>><>>;;;>>>>>>>??>>?>>>>>>>>>??>>>>>>>>?>>>>>>;;>;>>;>;;;;;;;;;;<<>>????>>>>>>;;;;;>;;>>>><<+>?>>??>?1gMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNa+>>;;;>>>>>>>>>>>>>>>;;;;;;;;;;;;>>>>>>>>>>>>>>>;;;;>>>????????????>>;;;;;;;;::;;;;::;::;;;;>>;;>>;;;;;;;;;<<>>>>>>>>?>?>?>?udMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNx??????>??????==?=?=??+++++++1=??====?????>????????????????????>>>>;;;;<;::;:::;;:;;;;;::::::::;::;;>>>>>>>>>>>>;;;;;;;jjMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNex?>>?????????????????????????????????>?>>>>>??>>>>>?>>>>>>>>;>>>>>>>>>>>>??+>+?????>>>;;;>>;;;;;<<>>>>;>>>;<;;;;;;jgMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNez????????????=?=??=???????????????????????>>>>>>>>>>>>>>>>>>>??>>><>>>>>>>>>??>????????>??????>??>??>??>?>>>jgMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNg+???????????=??==?=??=?????>???>?>?????>>>>>;>>>>>>>>>>>>>>?>>>>>>>>??>?>>>>>>>>?>>?>?>?>>>>>>?>>>>>>+ugMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNgx?????????????????????????>>??>?>>>>>>>>>>>>>>??>??????????>>>>>>>>?>?>>>>>>>>>;>>;>>;;;>>;;;;;jjgMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNax???????????????????????????????????>?>>>>>>>>>>;>>>>>>>;;;>>;>>;;>;;;>;;;;;;;;;;>>>>>>>jgMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNNNmmggggggggexl===????????>>>>>>>>>>>>>>>?>>>>>>>>>>;>;;;;;;;:;;;>>>;>>;>;;;;;;;;+jgMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNMHWB9UUOOl=====???????>>;;;>>>>>>>>>>>>>>>>>>>;;;;;;::;;;;;;>;>>;;;>;;+igNMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNagx><<<<<>>>>>>;>;>;;;;;>>>>>>>>>>>>>>>>;;;;;::;:;;;;;;;;;;:;jj+gMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNNg+J+;;;;;;;;;;;;;;;:;::::;;;;;;;;;;;:;;;:;:::;<+jjgNMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM
MMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMNNgg++J+++:::::;;;:;::;:;;+++j++jggNMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMMM